This set of analyses considers the following views of the data for boys and girls separately using both regression and classification algorithms:
import train
import build_features
import os
import time
import pickle
import random
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
from datetime import datetime
%matplotlib inline
%config InlineBackend.figure_format = 'retina'
pd.options.display.max_columns = 500
pd.options.display.max_rows = 500
# Get the data
d1 = pickle.load(open('../python objects/patientdata_20170823.pkl', 'rb'))
d1mom = pickle.load(open('../python objects/patient_mother_data_20170724.pkl', 'rb'))
lat_lon_dic = pickle.load(open('../python objects/lat_lon_data_20180329.pkl', 'rb'))
env_dic= pickle.load(open('../python objects/census_data_20170920.pkl', 'rb'))
d1mom_hist = pickle.load(open('../python objects/full_lutheran_mother_data.pkl', 'rb'))
timestr = time.strftime("%Y%m%d")
newdir='../outputs_24_months_final_'+timestr
if not os.path.isdir(newdir):
os.mkdir(newdir)
agex_low = 4.5
agex_high = 5.5
months_from = 0
months_to = 24
x1,y1,y1label,feature_headers,mrns = build_features.call_build_function(d1, d1mom, d1mom_hist, lat_lon_dic, env_dic, agex_low, agex_high, months_from, months_to, False, prediction='multi')
# np.savez_compressed(newdir+'/raw_matrix_data_'+str(months_to)+'months', x=x1, y=y1, ylabel=y1label, mrns=mrns, features=np.array(feature_headers))
Processing 52,945 patients: 52945it [03:10, 277.40it/s]
label_ix = {'underweight':0,'normal':1,'overweight':2,'obese':3,'class I severe obesity':4,'class II severe obesity':5}
for label, ix in label_ix.items():
print('Number of {0:s} children: {1:,d}'.format(label,int(y1label[:,ix].sum())))
Number of underweight children: 257 Number of normal children: 6,924 Number of overweight children: 2,035 Number of obese children: 2,278 Number of class I severe obesity children: 375 Number of class II severe obesity children: 98
no_wt_bmi = ['Census', 'Lab','Number of Visits','MatDeliveryAge','Maternal','Diagnosis','Newborn Diagnosis']+[fh for fh in feature_headers if fh.startswith('Vital') and not any([x in fh for x in ('Wt','BMI')])]
no_census = ['Vital','Lab','Number of Visits','MatDeliveryAge','Maternal','Diagnosis','Newborn Diagnosis']
data = {
'boys':{
'no_min':{
'full':{'data':[], 'variablesubset':[], 'filt_str':['Gender:0']},
'no_census':{'data':[], 'variablesubset':no_census, 'filt_str':['Gender:0']},
'no_wt_bmi':{'data':[], 'variablesubset':no_wt_bmi, 'filt_str':['Gender:0']},
'wfl_19_24':{'data':[], 'variablesubset':['Vital: Wt for Length ZScore-avg19to24'], 'filt_str':['Gender:0']},
'wfl_latest':{'data':[], 'variablesubset':['Vital: Wt for Length ZScore-latest'], 'filt_str':['Gender:0']},
'bmi_19_24':{'data':[], 'variablesubset':['Vital: BMI-avg19to24'], 'filt_str':['Gender:0']},
'bmi_latest':{'data':[], 'variablesubset':['Vital: BMI-latest'], 'filt_str':['Gender:0']}
},
'min_5':{
'full':{'data':[], 'variablesubset':[], 'filt_str':['Gender:0']},
'no_census':{'data':[], 'variablesubset':no_census, 'filt_str':['Gender:0']},
'no_wt_bmi':{'data':[], 'variablesubset':no_wt_bmi, 'filt_str':['Gender:0']}
},
'lasso_fts':{
'full':{'data':[], 'variablesubset':[], 'filt_str':['Gender:0']},
'no_census':{'data':[], 'variablesubset':no_census, 'filt_str':['Gender:0']},
'no_wt_bmi':{'data':[], 'variablesubset':no_wt_bmi, 'filt_str':['Gender:0']}
},
},
'girls':{
'no_min':{
'full':{'data':[], 'variablesubset':[], 'filt_str':['Gender:1']},
'no_census':{'data':[], 'variablesubset':no_census, 'filt_str':['Gender:1']},
'no_wt_bmi':{'data':[], 'variablesubset':no_wt_bmi, 'filt_str':['Gender:1']},
'wfl_19_24':{'data':[], 'variablesubset':['Vital: Wt for Length ZScore-avg19to24'], 'filt_str':['Gender:1']},
'wfl_latest':{'data':[], 'variablesubset':['Vital: Wt for Length ZScore-latest'], 'filt_str':['Gender:1']},
'bmi_19_24':{'data':[], 'variablesubset':['Vital: BMI-avg19to24'], 'filt_str':['Gender:1']},
'bmi_latest':{'data':[], 'variablesubset':['Vital: BMI-latest'], 'filt_str':['Gender:1']}
},
'min_5':{
'full':{'data':[], 'variablesubset':[], 'filt_str':['Gender:1']},
'no_census':{'data':[], 'variablesubset':no_census, 'filt_str':['Gender:1']},
'no_wt_bmi':{'data':[], 'variablesubset':no_wt_bmi, 'filt_str':['Gender:1']}
},
'lasso_fts':{
'full':{'data':[], 'variablesubset':[], 'filt_str':['Gender:1']},
'no_census':{'data':[], 'variablesubset':no_census, 'filt_str':['Gender:1']},
'no_wt_bmi':{'data':[], 'variablesubset':no_wt_bmi, 'filt_str':['Gender:1']}
}
}
}
start = datetime.now()
for gender in [*data]:
for subset in [*data[gender]]:
min_occ = 5 if subset == 'min_5' else 0
lasso_sel = True if subset == 'lasso_fts' else False
for filt in [*data[gender][subset]]:
print(gender, subset, filt)
x2, y2, y2label, mrns2, ix_filter, feature_headers2, corr_headers_filtered, corrs_matrix_filtered, ix_corr_headers = \
train.prepare_data_for_analysis({}, {}, {}, {}, {},
x1, y1, y1label[:,label_ix['obese']], feature_headers, mrns,
agex_low, agex_high, months_from, months_to,
filterSTR=data[gender][subset][filt]['filt_str'],
variablesubset=data[gender][subset][filt]['variablesubset'],
do_impute=False,
do_normalize=True,
min_occur=min_occ,
feature_info=False,
delay_print=False,
lasso_selection=lasso_sel)
corr_headers_filtered = np.array(corr_headers_filtered) if type(corr_headers_filtered) == list else corr_headers_filtered
ix_corr_headers = np.array(ix_corr_headers) if type(ix_corr_headers) == list else ix_corr_headers
data[gender][subset][filt]['data'] = [x2, y2, y2label, mrns2, ix_filter, feature_headers2, corr_headers_filtered, corrs_matrix_filtered, ix_corr_headers]
fname=newdir+'/'+'_'.join(['x2',str(gender),str(months_to),'months_obese',str(subset),str(filt)])
np.savez_compressed(fname, x2=x2, mrns2=mrns2, features2=np.array(feature_headers2), y2=y2, y2label=y2label, corr_mat=corrs_matrix_filtered, ix_corr_headers=ix_corr_headers, corr_headers_filtered=corr_headers_filtered)
print('data saved to',fname)
print('Time elapsed {}'.format(datetime.now() - start))
print('-----------------------------------------------------\n')
boys no_min full Using pre-prepared data Original cohort size is: 52945 num features: 19290 total number of people who have: ['Gender:0 male'] is: 5775 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5775 total number of people who have maternal data available: 3451 intersection of the three above is: 1751 1751 patients selected..
/home/rob/ObesityPY/src/train.py:463: RuntimeWarning: Mean of empty slice mu = np.nanmean(xcop, axis=0) /home/rob/anaconda3/lib/python3.6/site-packages/numpy/lib/nanfunctions.py:1427: RuntimeWarning: Degrees of freedom <= 0 for slice. keepdims=keepdims) /home/rob/anaconda3/lib/python3.6/site-packages/numpy/lib/function_base.py:3167: RuntimeWarning: invalid value encountered in true_divide c /= stddev[:, None] /home/rob/anaconda3/lib/python3.6/site-packages/numpy/lib/function_base.py:3168: RuntimeWarning: invalid value encountered in true_divide c /= stddev[None, :]
filtered correlated features to: 18,947 corr matrix is filtered to size: (19290, 18947) output is: average: 16.875, min: 11.260, max: 30.480 total patients: 1,751, positive: 386.00, negative: 1,365.00 normalizing output... Using pre-prepared data 1698 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:0'] total size: 1,751 x 19,290 data saved to ../outputs_24_months_final_20180517/x2_boys_24_months_obese_no_min_full Time elapsed 0:01:00.040782 ----------------------------------------------------- boys no_min no_census Using pre-prepared data Original cohort size is: 52945 num features: 19290 total number of people who have: ['Gender:0 male'] is: 5775 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5775 total number of people who have maternal data available: 3451 intersection of the three above is: 1751 1751 patients selected.. subsetting variables that are only: ['Vital', 'Lab', 'Number of Visits', 'MatDeliveryAge', 'Maternal', 'Diagnosis', 'Newborn Diagnosis'] from 19290 variables to 2026 filtered correlated features to: 1,683 corr matrix is filtered to size: (2026, 1683) output is: average: 16.875, min: 11.260, max: 30.480 total patients: 1,751, positive: 386.00, negative: 1,365.00 normalizing output... Using pre-prepared data 1698 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:0'] total size: 1,751 x 2,026 data saved to ../outputs_24_months_final_20180517/x2_boys_24_months_obese_no_min_no_census Time elapsed 0:01:27.413420 ----------------------------------------------------- boys no_min no_wt_bmi Using pre-prepared data Original cohort size is: 52945 num features: 19290 total number of people who have: ['Gender:0 male'] is: 5775 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5775 total number of people who have maternal data available: 3451 intersection of the three above is: 1751 1751 patients selected.. subsetting variables that are only: ['Census', 'Lab', 'Number of Visits', 'MatDeliveryAge', 'Maternal', 'Diagnosis', 'Newborn Diagnosis', 'Vital: Fundal Ht-latest', 'Vital: HC-latest', 'Vital: HC Percentile-latest', 'Vital: Ht-latest', 'Vital: Ht Percentile-latest', 'Vital: Temp-latest', 'Vital: BP-latest', 'Vital: HR-latest', 'Vital: PL-latest', 'Vital: SpO2-latest', 'Vital: RR-latest', 'Vital: PEF-latest', 'Vital: Hearing-latest', 'Vital: Vision-latest', 'Vital: PainScale-latest', 'Vital: Fundal Ht-AtBirth', 'Vital: HC-AtBirth', 'Vital: HC Percentile-AtBirth', 'Vital: Ht-AtBirth', 'Vital: Ht Percentile-AtBirth', 'Vital: Temp-AtBirth', 'Vital: BP-AtBirth', 'Vital: HR-AtBirth', 'Vital: PL-AtBirth', 'Vital: SpO2-AtBirth', 'Vital: RR-AtBirth', 'Vital: PEF-AtBirth', 'Vital: Hearing-AtBirth', 'Vital: Vision-AtBirth', 'Vital: PainScale-AtBirth', 'Vital: Fundal Ht-avg0to1', 'Vital: HC-avg0to1', 'Vital: HC Percentile-avg0to1', 'Vital: Ht-avg0to1', 'Vital: Ht Percentile-avg0to1', 'Vital: Temp-avg0to1', 'Vital: BP-avg0to1', 'Vital: HR-avg0to1', 'Vital: PL-avg0to1', 'Vital: SpO2-avg0to1', 'Vital: RR-avg0to1', 'Vital: PEF-avg0to1', 'Vital: Hearing-avg0to1', 'Vital: Vision-avg0to1', 'Vital: PainScale-avg0to1', 'Vital: Fundal Ht-avg1to3', 'Vital: HC-avg1to3', 'Vital: HC Percentile-avg1to3', 'Vital: Ht-avg1to3', 'Vital: Ht Percentile-avg1to3', 'Vital: Temp-avg1to3', 'Vital: BP-avg1to3', 'Vital: HR-avg1to3', 'Vital: PL-avg1to3', 'Vital: SpO2-avg1to3', 'Vital: RR-avg1to3', 'Vital: PEF-avg1to3', 'Vital: Hearing-avg1to3', 'Vital: Vision-avg1to3', 'Vital: PainScale-avg1to3', 'Vital: Fundal Ht-avg3to5', 'Vital: HC-avg3to5', 'Vital: HC Percentile-avg3to5', 'Vital: Ht-avg3to5', 'Vital: Ht Percentile-avg3to5', 'Vital: Temp-avg3to5', 'Vital: BP-avg3to5', 'Vital: HR-avg3to5', 'Vital: PL-avg3to5', 'Vital: SpO2-avg3to5', 'Vital: RR-avg3to5', 'Vital: PEF-avg3to5', 'Vital: Hearing-avg3to5', 'Vital: Vision-avg3to5', 'Vital: PainScale-avg3to5', 'Vital: Fundal Ht-avg5to7', 'Vital: HC-avg5to7', 'Vital: HC Percentile-avg5to7', 'Vital: Ht-avg5to7', 'Vital: Ht Percentile-avg5to7', 'Vital: Temp-avg5to7', 'Vital: BP-avg5to7', 'Vital: HR-avg5to7', 'Vital: PL-avg5to7', 'Vital: SpO2-avg5to7', 'Vital: RR-avg5to7', 'Vital: PEF-avg5to7', 'Vital: Hearing-avg5to7', 'Vital: Vision-avg5to7', 'Vital: PainScale-avg5to7', 'Vital: Fundal Ht-avg7to10', 'Vital: HC-avg7to10', 'Vital: HC Percentile-avg7to10', 'Vital: Ht-avg7to10', 'Vital: Ht Percentile-avg7to10', 'Vital: Temp-avg7to10', 'Vital: BP-avg7to10', 'Vital: HR-avg7to10', 'Vital: PL-avg7to10', 'Vital: SpO2-avg7to10', 'Vital: RR-avg7to10', 'Vital: PEF-avg7to10', 'Vital: Hearing-avg7to10', 'Vital: Vision-avg7to10', 'Vital: PainScale-avg7to10', 'Vital: Fundal Ht-avg10to13', 'Vital: HC-avg10to13', 'Vital: HC Percentile-avg10to13', 'Vital: Ht-avg10to13', 'Vital: Ht Percentile-avg10to13', 'Vital: Temp-avg10to13', 'Vital: BP-avg10to13', 'Vital: HR-avg10to13', 'Vital: PL-avg10to13', 'Vital: SpO2-avg10to13', 'Vital: RR-avg10to13', 'Vital: PEF-avg10to13', 'Vital: Hearing-avg10to13', 'Vital: Vision-avg10to13', 'Vital: PainScale-avg10to13', 'Vital: Fundal Ht-avg13to16', 'Vital: HC-avg13to16', 'Vital: HC Percentile-avg13to16', 'Vital: Ht-avg13to16', 'Vital: Ht Percentile-avg13to16', 'Vital: Temp-avg13to16', 'Vital: BP-avg13to16', 'Vital: HR-avg13to16', 'Vital: PL-avg13to16', 'Vital: SpO2-avg13to16', 'Vital: RR-avg13to16', 'Vital: PEF-avg13to16', 'Vital: Hearing-avg13to16', 'Vital: Vision-avg13to16', 'Vital: PainScale-avg13to16', 'Vital: Fundal Ht-avg16to19', 'Vital: HC-avg16to19', 'Vital: HC Percentile-avg16to19', 'Vital: Ht-avg16to19', 'Vital: Ht Percentile-avg16to19', 'Vital: Temp-avg16to19', 'Vital: BP-avg16to19', 'Vital: HR-avg16to19', 'Vital: PL-avg16to19', 'Vital: SpO2-avg16to19', 'Vital: RR-avg16to19', 'Vital: PEF-avg16to19', 'Vital: Hearing-avg16to19', 'Vital: Vision-avg16to19', 'Vital: PainScale-avg16to19', 'Vital: Fundal Ht-avg19to24', 'Vital: HC-avg19to24', 'Vital: HC Percentile-avg19to24', 'Vital: Ht-avg19to24', 'Vital: Ht Percentile-avg19to24', 'Vital: Temp-avg19to24', 'Vital: BP-avg19to24', 'Vital: HR-avg19to24', 'Vital: PL-avg19to24', 'Vital: SpO2-avg19to24', 'Vital: RR-avg19to24', 'Vital: PEF-avg19to24', 'Vital: Hearing-avg19to24', 'Vital: Vision-avg19to24', 'Vital: PainScale-avg19to24', 'Vital: HC-gain0to3', 'Vital: HC Percentile-gain0to3', 'Vital: Ht-gain0to3', 'Vital: Ht Percentile-gain0to3', 'Vital: HC-gain1to5', 'Vital: HC Percentile-gain1to5', 'Vital: Ht-gain1to5', 'Vital: Ht Percentile-gain1to5', 'Vital: HC-gain3to7', 'Vital: HC Percentile-gain3to7', 'Vital: Ht-gain3to7', 'Vital: Ht Percentile-gain3to7', 'Vital: HC-gain5to10', 'Vital: HC Percentile-gain5to10', 'Vital: Ht-gain5to10', 'Vital: Ht Percentile-gain5to10', 'Vital: HC-gain7to13', 'Vital: HC Percentile-gain7to13', 'Vital: Ht-gain7to13', 'Vital: Ht Percentile-gain7to13', 'Vital: HC-gain10to16', 'Vital: HC Percentile-gain10to16', 'Vital: Ht-gain10to16', 'Vital: Ht Percentile-gain10to16', 'Vital: HC-gain13to19', 'Vital: HC Percentile-gain13to19', 'Vital: Ht-gain13to19', 'Vital: Ht Percentile-gain13to19', 'Vital: HC-gain16to24', 'Vital: HC Percentile-gain16to24', 'Vital: Ht-gain16to24', 'Vital: Ht Percentile-gain16to24', 'Vital: HC-gain0to24', 'Vital: HC Percentile-gain0to24', 'Vital: Ht-gain0to24', 'Vital: Ht Percentile-gain0to24'] from 19290 variables to 1918 filtered correlated features to: 1,717 corr matrix is filtered to size: (1918, 1717) output is: average: 16.875, min: 11.260, max: 30.480 total patients: 1,751, positive: 386.00, negative: 1,365.00 normalizing output... Using pre-prepared data 1698 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:0'] total size: 1,751 x 1,918 data saved to ../outputs_24_months_final_20180517/x2_boys_24_months_obese_no_min_no_wt_bmi Time elapsed 0:01:54.560695 ----------------------------------------------------- boys no_min wfl_19_24 Using pre-prepared data Original cohort size is: 52945 num features: 19290 total number of people who have: ['Gender:0 male'] is: 5775 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5775 total number of people who have maternal data available: 3451 intersection of the three above is: 1751 1751 patients selected.. subsetting variables that are only: ['Vital: Wt for Length ZScore-avg19to24'] from 19290 variables to 1 filtered correlated features to: 0 corr matrix is filtered to size: (1, 0) output is: average: 16.875, min: 11.260, max: 30.480 total patients: 1,751, positive: 386.00, negative: 1,365.00 normalizing output... Using pre-prepared data 1698 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:0'] total size: 1,751 x 1 data saved to ../outputs_24_months_final_20180517/x2_boys_24_months_obese_no_min_wfl_19_24 Time elapsed 0:02:20.616294 ----------------------------------------------------- boys no_min wfl_latest Using pre-prepared data Original cohort size is: 52945 num features: 19290 total number of people who have: ['Gender:0 male'] is: 5775 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5775 total number of people who have maternal data available: 3451 intersection of the three above is: 1751 1751 patients selected.. subsetting variables that are only: ['Vital: Wt for Length ZScore-latest'] from 19290 variables to 1 filtered correlated features to: 0 corr matrix is filtered to size: (1, 0) output is: average: 16.875, min: 11.260, max: 30.480 total patients: 1,751, positive: 386.00, negative: 1,365.00 normalizing output... Using pre-prepared data 1698 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:0'] total size: 1,751 x 1 data saved to ../outputs_24_months_final_20180517/x2_boys_24_months_obese_no_min_wfl_latest Time elapsed 0:02:46.695569 ----------------------------------------------------- boys no_min bmi_19_24 Using pre-prepared data Original cohort size is: 52945 num features: 19290 total number of people who have: ['Gender:0 male'] is: 5775 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5775 total number of people who have maternal data available: 3451 intersection of the three above is: 1751 1751 patients selected.. subsetting variables that are only: ['Vital: BMI-avg19to24'] from 19290 variables to 1 filtered correlated features to: 0 corr matrix is filtered to size: (1, 0) output is: average: 16.875, min: 11.260, max: 30.480 total patients: 1,751, positive: 386.00, negative: 1,365.00 normalizing output... Using pre-prepared data 1698 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:0'] total size: 1,751 x 1 data saved to ../outputs_24_months_final_20180517/x2_boys_24_months_obese_no_min_bmi_19_24 Time elapsed 0:03:13.084389 ----------------------------------------------------- boys no_min bmi_latest Using pre-prepared data Original cohort size is: 52945 num features: 19290 total number of people who have: ['Gender:0 male'] is: 5775 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5775 total number of people who have maternal data available: 3451 intersection of the three above is: 1751 1751 patients selected.. subsetting variables that are only: ['Vital: BMI-latest'] from 19290 variables to 1 filtered correlated features to: 0 corr matrix is filtered to size: (1, 0) output is: average: 16.875, min: 11.260, max: 30.480 total patients: 1,751, positive: 386.00, negative: 1,365.00 normalizing output... Using pre-prepared data 1698 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:0'] total size: 1,751 x 1 data saved to ../outputs_24_months_final_20180517/x2_boys_24_months_obese_no_min_bmi_latest Time elapsed 0:03:39.681060 ----------------------------------------------------- boys min_5 full Using pre-prepared data Original cohort size is: 52945 num features: 19290 total number of people who have: ['Gender:0 male'] is: 5775 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5775 total number of people who have maternal data available: 3451 intersection of the three above is: 1751 1751 patients selected.. 858 features filtered with number of occurrences less than 5 filtered correlated features to: 648 corr matrix is filtered to size: (858, 648) output is: average: 16.875, min: 11.260, max: 30.480 total patients: 1,751, positive: 386.00, negative: 1,365.00 normalizing output... Using pre-prepared data 1698 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:0'] total size: 1,751 x 858 data saved to ../outputs_24_months_final_20180517/x2_boys_24_months_obese_min_5_full Time elapsed 0:04:06.689381 ----------------------------------------------------- boys min_5 no_census Using pre-prepared data Original cohort size is: 52945 num features: 19290 total number of people who have: ['Gender:0 male'] is: 5775 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5775 total number of people who have maternal data available: 3451 intersection of the three above is: 1751 1751 patients selected.. 858 features filtered with number of occurrences less than 5 subsetting variables that are only: ['Vital', 'Lab', 'Number of Visits', 'MatDeliveryAge', 'Maternal', 'Diagnosis', 'Newborn Diagnosis'] from 858 variables to 328 filtered correlated features to: 118 corr matrix is filtered to size: (328, 118) output is: average: 16.875, min: 11.260, max: 30.480 total patients: 1,751, positive: 386.00, negative: 1,365.00 normalizing output... Using pre-prepared data 1698 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:0'] total size: 1,751 x 328 data saved to ../outputs_24_months_final_20180517/x2_boys_24_months_obese_min_5_no_census Time elapsed 0:04:33.006690 ----------------------------------------------------- boys min_5 no_wt_bmi Using pre-prepared data Original cohort size is: 52945 num features: 19290 total number of people who have: ['Gender:0 male'] is: 5775 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5775 total number of people who have maternal data available: 3451 intersection of the three above is: 1751 1751 patients selected.. 858 features filtered with number of occurrences less than 5 subsetting variables that are only: ['Census', 'Lab', 'Number of Visits', 'MatDeliveryAge', 'Maternal', 'Diagnosis', 'Newborn Diagnosis', 'Vital: Fundal Ht-latest', 'Vital: HC-latest', 'Vital: HC Percentile-latest', 'Vital: Ht-latest', 'Vital: Ht Percentile-latest', 'Vital: Temp-latest', 'Vital: BP-latest', 'Vital: HR-latest', 'Vital: PL-latest', 'Vital: SpO2-latest', 'Vital: RR-latest', 'Vital: PEF-latest', 'Vital: Hearing-latest', 'Vital: Vision-latest', 'Vital: PainScale-latest', 'Vital: Fundal Ht-AtBirth', 'Vital: HC-AtBirth', 'Vital: HC Percentile-AtBirth', 'Vital: Ht-AtBirth', 'Vital: Ht Percentile-AtBirth', 'Vital: Temp-AtBirth', 'Vital: BP-AtBirth', 'Vital: HR-AtBirth', 'Vital: PL-AtBirth', 'Vital: SpO2-AtBirth', 'Vital: RR-AtBirth', 'Vital: PEF-AtBirth', 'Vital: Hearing-AtBirth', 'Vital: Vision-AtBirth', 'Vital: PainScale-AtBirth', 'Vital: Fundal Ht-avg0to1', 'Vital: HC-avg0to1', 'Vital: HC Percentile-avg0to1', 'Vital: Ht-avg0to1', 'Vital: Ht Percentile-avg0to1', 'Vital: Temp-avg0to1', 'Vital: BP-avg0to1', 'Vital: HR-avg0to1', 'Vital: PL-avg0to1', 'Vital: SpO2-avg0to1', 'Vital: RR-avg0to1', 'Vital: PEF-avg0to1', 'Vital: Hearing-avg0to1', 'Vital: Vision-avg0to1', 'Vital: PainScale-avg0to1', 'Vital: Fundal Ht-avg1to3', 'Vital: HC-avg1to3', 'Vital: HC Percentile-avg1to3', 'Vital: Ht-avg1to3', 'Vital: Ht Percentile-avg1to3', 'Vital: Temp-avg1to3', 'Vital: BP-avg1to3', 'Vital: HR-avg1to3', 'Vital: PL-avg1to3', 'Vital: SpO2-avg1to3', 'Vital: RR-avg1to3', 'Vital: PEF-avg1to3', 'Vital: Hearing-avg1to3', 'Vital: Vision-avg1to3', 'Vital: PainScale-avg1to3', 'Vital: Fundal Ht-avg3to5', 'Vital: HC-avg3to5', 'Vital: HC Percentile-avg3to5', 'Vital: Ht-avg3to5', 'Vital: Ht Percentile-avg3to5', 'Vital: Temp-avg3to5', 'Vital: BP-avg3to5', 'Vital: HR-avg3to5', 'Vital: PL-avg3to5', 'Vital: SpO2-avg3to5', 'Vital: RR-avg3to5', 'Vital: PEF-avg3to5', 'Vital: Hearing-avg3to5', 'Vital: Vision-avg3to5', 'Vital: PainScale-avg3to5', 'Vital: Fundal Ht-avg5to7', 'Vital: HC-avg5to7', 'Vital: HC Percentile-avg5to7', 'Vital: Ht-avg5to7', 'Vital: Ht Percentile-avg5to7', 'Vital: Temp-avg5to7', 'Vital: BP-avg5to7', 'Vital: HR-avg5to7', 'Vital: PL-avg5to7', 'Vital: SpO2-avg5to7', 'Vital: RR-avg5to7', 'Vital: PEF-avg5to7', 'Vital: Hearing-avg5to7', 'Vital: Vision-avg5to7', 'Vital: PainScale-avg5to7', 'Vital: Fundal Ht-avg7to10', 'Vital: HC-avg7to10', 'Vital: HC Percentile-avg7to10', 'Vital: Ht-avg7to10', 'Vital: Ht Percentile-avg7to10', 'Vital: Temp-avg7to10', 'Vital: BP-avg7to10', 'Vital: HR-avg7to10', 'Vital: PL-avg7to10', 'Vital: SpO2-avg7to10', 'Vital: RR-avg7to10', 'Vital: PEF-avg7to10', 'Vital: Hearing-avg7to10', 'Vital: Vision-avg7to10', 'Vital: PainScale-avg7to10', 'Vital: Fundal Ht-avg10to13', 'Vital: HC-avg10to13', 'Vital: HC Percentile-avg10to13', 'Vital: Ht-avg10to13', 'Vital: Ht Percentile-avg10to13', 'Vital: Temp-avg10to13', 'Vital: BP-avg10to13', 'Vital: HR-avg10to13', 'Vital: PL-avg10to13', 'Vital: SpO2-avg10to13', 'Vital: RR-avg10to13', 'Vital: PEF-avg10to13', 'Vital: Hearing-avg10to13', 'Vital: Vision-avg10to13', 'Vital: PainScale-avg10to13', 'Vital: Fundal Ht-avg13to16', 'Vital: HC-avg13to16', 'Vital: HC Percentile-avg13to16', 'Vital: Ht-avg13to16', 'Vital: Ht Percentile-avg13to16', 'Vital: Temp-avg13to16', 'Vital: BP-avg13to16', 'Vital: HR-avg13to16', 'Vital: PL-avg13to16', 'Vital: SpO2-avg13to16', 'Vital: RR-avg13to16', 'Vital: PEF-avg13to16', 'Vital: Hearing-avg13to16', 'Vital: Vision-avg13to16', 'Vital: PainScale-avg13to16', 'Vital: Fundal Ht-avg16to19', 'Vital: HC-avg16to19', 'Vital: HC Percentile-avg16to19', 'Vital: Ht-avg16to19', 'Vital: Ht Percentile-avg16to19', 'Vital: Temp-avg16to19', 'Vital: BP-avg16to19', 'Vital: HR-avg16to19', 'Vital: PL-avg16to19', 'Vital: SpO2-avg16to19', 'Vital: RR-avg16to19', 'Vital: PEF-avg16to19', 'Vital: Hearing-avg16to19', 'Vital: Vision-avg16to19', 'Vital: PainScale-avg16to19', 'Vital: Fundal Ht-avg19to24', 'Vital: HC-avg19to24', 'Vital: HC Percentile-avg19to24', 'Vital: Ht-avg19to24', 'Vital: Ht Percentile-avg19to24', 'Vital: Temp-avg19to24', 'Vital: BP-avg19to24', 'Vital: HR-avg19to24', 'Vital: PL-avg19to24', 'Vital: SpO2-avg19to24', 'Vital: RR-avg19to24', 'Vital: PEF-avg19to24', 'Vital: Hearing-avg19to24', 'Vital: Vision-avg19to24', 'Vital: PainScale-avg19to24', 'Vital: HC-gain0to3', 'Vital: HC Percentile-gain0to3', 'Vital: Ht-gain0to3', 'Vital: Ht Percentile-gain0to3', 'Vital: HC-gain1to5', 'Vital: HC Percentile-gain1to5', 'Vital: Ht-gain1to5', 'Vital: Ht Percentile-gain1to5', 'Vital: HC-gain3to7', 'Vital: HC Percentile-gain3to7', 'Vital: Ht-gain3to7', 'Vital: Ht Percentile-gain3to7', 'Vital: HC-gain5to10', 'Vital: HC Percentile-gain5to10', 'Vital: Ht-gain5to10', 'Vital: Ht Percentile-gain5to10', 'Vital: HC-gain7to13', 'Vital: HC Percentile-gain7to13', 'Vital: Ht-gain7to13', 'Vital: Ht Percentile-gain7to13', 'Vital: HC-gain10to16', 'Vital: HC Percentile-gain10to16', 'Vital: Ht-gain10to16', 'Vital: Ht Percentile-gain10to16', 'Vital: HC-gain13to19', 'Vital: HC Percentile-gain13to19', 'Vital: Ht-gain13to19', 'Vital: Ht Percentile-gain13to19', 'Vital: HC-gain16to24', 'Vital: HC Percentile-gain16to24', 'Vital: Ht-gain16to24', 'Vital: Ht Percentile-gain16to24', 'Vital: HC-gain0to24', 'Vital: HC Percentile-gain0to24', 'Vital: Ht-gain0to24', 'Vital: Ht Percentile-gain0to24'] from 858 variables to 254 filtered correlated features to: 152 corr matrix is filtered to size: (254, 152) output is: average: 16.875, min: 11.260, max: 30.480 total patients: 1,751, positive: 386.00, negative: 1,365.00 normalizing output... Using pre-prepared data 1698 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:0'] total size: 1,751 x 254 data saved to ../outputs_24_months_final_20180517/x2_boys_24_months_obese_min_5_no_wt_bmi Time elapsed 0:04:59.619145 ----------------------------------------------------- boys lasso_fts full Using pre-prepared data Original cohort size is: 52945 num features: 19290 total number of people who have: ['Gender:0 male'] is: 5775 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5775 total number of people who have maternal data available: 3451 intersection of the three above is: 1751 1751 patients selected..
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Run 2 has 15 non-zero features and 19,275 zero-weight features AUC Train: 0.771, Explained Variance Score Train: 0.283 AUC Test: 0.765, Explained Variance Score Test: 0.328 Run 4 has 12 non-zero features and 19,278 zero-weight features AUC Train: 0.774, Explained Variance Score Train: 0.313 AUC Test: 0.752, Explained Variance Score Test: 0.282 Run 6 has 16 non-zero features and 19,274 zero-weight features AUC Train: 0.760, Explained Variance Score Train: 0.292 AUC Test: 0.788, Explained Variance Score Test: 0.336 Run 5 has 14 non-zero features and 19,276 zero-weight features AUC Train: 0.767, Explained Variance Score Train: 0.289 AUC Test: 0.780, Explained Variance Score Test: 0.343 Run 0 has 9 non-zero features and 19,281 zero-weight features AUC Train: 0.760, Explained Variance Score Train: 0.331 AUC Test: 0.789, Explained Variance Score Test: 0.253 Run 8 has 14 non-zero features and 19,276 zero-weight features AUC Train: 0.788, Explained Variance Score Train: 0.316 AUC Test: 0.736, Explained Variance Score Test: 0.293 Run 1 has 12 non-zero features and 19,278 zero-weight features AUC Train: 0.751, Explained Variance Score Train: 0.259 AUC Test: 0.802, Explained Variance Score Test: 0.346 Run 3 has 16 non-zero features and 19,274 zero-weight features AUC Train: 0.790, Explained Variance Score Train: 0.329 AUC Test: 0.713, Explained Variance Score Test: 0.248 Run 7 has 17 non-zero features and 19,273 zero-weight features AUC Train: 0.777, Explained Variance Score Train: 0.332 AUC Test: 0.751, Explained Variance Score Test: 0.234 Run 9 has 15 non-zero features and 19,275 zero-weight features AUC Train: 0.772, Explained Variance Score Train: 0.290 AUC Test: 0.777, Explained Variance Score Test: 0.319 19,255 features with 0 weights being filtered. 35 features remaining. filtered correlated features to: 6 corr matrix is filtered to size: (35, 6) output is: average: 16.875, min: 11.260, max: 30.480 total patients: 1,751, positive: 386.00, negative: 1,365.00 normalizing output... Using pre-prepared data 1698 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:0'] total size: 1,751 x 35 data saved to ../outputs_24_months_final_20180517/x2_boys_24_months_obese_lasso_fts_full Time elapsed 0:06:09.481291 ----------------------------------------------------- boys lasso_fts no_census Using pre-prepared data Original cohort size is: 52945 num features: 19290 total number of people who have: ['Gender:0 male'] is: 5775 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5775 total number of people who have maternal data available: 3451 intersection of the three above is: 1751 1751 patients selected.. subsetting variables that are only: ['Vital', 'Lab', 'Number of Visits', 'MatDeliveryAge', 'Maternal', 'Diagnosis', 'Newborn Diagnosis'] from 19290 variables to 2026
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Run 1 has 13 non-zero features and 2,013 zero-weight features AUC Train: 0.792, Explained Variance Score Train: 0.340 AUC Test: 0.754, Explained Variance Score Test: 0.270
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Run 8 has 14 non-zero features and 2,012 zero-weight features AUC Train: 0.757, Explained Variance Score Train: 0.296 AUC Test: 0.819, Explained Variance Score Test: 0.351 Run 7 has 12 non-zero features and 2,014 zero-weight features AUC Train: 0.780, Explained Variance Score Train: 0.326 AUC Test: 0.774, Explained Variance Score Test: 0.285 Run 4 has 12 non-zero features and 2,014 zero-weight features AUC Train: 0.775, Explained Variance Score Train: 0.309 AUC Test: 0.779, Explained Variance Score Test: 0.336 Run 0 has 16 non-zero features and 2,010 zero-weight features AUC Train: 0.774, Explained Variance Score Train: 0.320 AUC Test: 0.785, Explained Variance Score Test: 0.303 Run 5 has 7 non-zero features and 2,019 zero-weight features AUC Train: 0.786, Explained Variance Score Train: 0.332 AUC Test: 0.753, Explained Variance Score Test: 0.267 Run 2 has 11 non-zero features and 2,015 zero-weight features AUC Train: 0.764, Explained Variance Score Train: 0.310 AUC Test: 0.798, Explained Variance Score Test: 0.302 Run 3 has 9 non-zero features and 2,017 zero-weight features AUC Train: 0.782, Explained Variance Score Train: 0.345 AUC Test: 0.760, Explained Variance Score Test: 0.245 Run 6 has 9 non-zero features and 2,017 zero-weight features AUC Train: 0.782, Explained Variance Score Train: 0.343 AUC Test: 0.763, Explained Variance Score Test: 0.228 Run 9 has 15 non-zero features and 2,011 zero-weight features AUC Train: 0.778, Explained Variance Score Train: 0.328 AUC Test: 0.774, Explained Variance Score Test: 0.304 1,998 features with 0 weights being filtered. 28 features remaining. filtered correlated features to: 1 corr matrix is filtered to size: (28, 1) output is: average: 16.875, min: 11.260, max: 30.480 total patients: 1,751, positive: 386.00, negative: 1,365.00 normalizing output... Using pre-prepared data 1698 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:0'] total size: 1,751 x 28 data saved to ../outputs_24_months_final_20180517/x2_boys_24_months_obese_lasso_fts_no_census Time elapsed 0:06:44.222635 ----------------------------------------------------- boys lasso_fts no_wt_bmi Using pre-prepared data Original cohort size is: 52945 num features: 19290 total number of people who have: ['Gender:0 male'] is: 5775 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5775 total number of people who have maternal data available: 3451 intersection of the three above is: 1751 1751 patients selected.. subsetting variables that are only: ['Census', 'Lab', 'Number of Visits', 'MatDeliveryAge', 'Maternal', 'Diagnosis', 'Newborn Diagnosis', 'Vital: Fundal Ht-latest', 'Vital: HC-latest', 'Vital: HC Percentile-latest', 'Vital: Ht-latest', 'Vital: Ht Percentile-latest', 'Vital: Temp-latest', 'Vital: BP-latest', 'Vital: HR-latest', 'Vital: PL-latest', 'Vital: SpO2-latest', 'Vital: RR-latest', 'Vital: PEF-latest', 'Vital: Hearing-latest', 'Vital: Vision-latest', 'Vital: PainScale-latest', 'Vital: Fundal Ht-AtBirth', 'Vital: HC-AtBirth', 'Vital: HC Percentile-AtBirth', 'Vital: Ht-AtBirth', 'Vital: Ht Percentile-AtBirth', 'Vital: Temp-AtBirth', 'Vital: BP-AtBirth', 'Vital: HR-AtBirth', 'Vital: PL-AtBirth', 'Vital: SpO2-AtBirth', 'Vital: RR-AtBirth', 'Vital: PEF-AtBirth', 'Vital: Hearing-AtBirth', 'Vital: Vision-AtBirth', 'Vital: PainScale-AtBirth', 'Vital: Fundal Ht-avg0to1', 'Vital: HC-avg0to1', 'Vital: HC Percentile-avg0to1', 'Vital: Ht-avg0to1', 'Vital: Ht Percentile-avg0to1', 'Vital: Temp-avg0to1', 'Vital: BP-avg0to1', 'Vital: HR-avg0to1', 'Vital: PL-avg0to1', 'Vital: SpO2-avg0to1', 'Vital: RR-avg0to1', 'Vital: PEF-avg0to1', 'Vital: Hearing-avg0to1', 'Vital: Vision-avg0to1', 'Vital: PainScale-avg0to1', 'Vital: Fundal Ht-avg1to3', 'Vital: HC-avg1to3', 'Vital: HC Percentile-avg1to3', 'Vital: Ht-avg1to3', 'Vital: Ht Percentile-avg1to3', 'Vital: Temp-avg1to3', 'Vital: BP-avg1to3', 'Vital: HR-avg1to3', 'Vital: PL-avg1to3', 'Vital: SpO2-avg1to3', 'Vital: RR-avg1to3', 'Vital: PEF-avg1to3', 'Vital: Hearing-avg1to3', 'Vital: Vision-avg1to3', 'Vital: PainScale-avg1to3', 'Vital: Fundal Ht-avg3to5', 'Vital: HC-avg3to5', 'Vital: HC Percentile-avg3to5', 'Vital: Ht-avg3to5', 'Vital: Ht Percentile-avg3to5', 'Vital: Temp-avg3to5', 'Vital: BP-avg3to5', 'Vital: HR-avg3to5', 'Vital: PL-avg3to5', 'Vital: SpO2-avg3to5', 'Vital: RR-avg3to5', 'Vital: PEF-avg3to5', 'Vital: Hearing-avg3to5', 'Vital: Vision-avg3to5', 'Vital: PainScale-avg3to5', 'Vital: Fundal Ht-avg5to7', 'Vital: HC-avg5to7', 'Vital: HC Percentile-avg5to7', 'Vital: Ht-avg5to7', 'Vital: Ht Percentile-avg5to7', 'Vital: Temp-avg5to7', 'Vital: BP-avg5to7', 'Vital: HR-avg5to7', 'Vital: PL-avg5to7', 'Vital: SpO2-avg5to7', 'Vital: RR-avg5to7', 'Vital: PEF-avg5to7', 'Vital: Hearing-avg5to7', 'Vital: Vision-avg5to7', 'Vital: PainScale-avg5to7', 'Vital: Fundal Ht-avg7to10', 'Vital: HC-avg7to10', 'Vital: HC Percentile-avg7to10', 'Vital: Ht-avg7to10', 'Vital: Ht Percentile-avg7to10', 'Vital: Temp-avg7to10', 'Vital: BP-avg7to10', 'Vital: HR-avg7to10', 'Vital: PL-avg7to10', 'Vital: SpO2-avg7to10', 'Vital: RR-avg7to10', 'Vital: PEF-avg7to10', 'Vital: Hearing-avg7to10', 'Vital: Vision-avg7to10', 'Vital: PainScale-avg7to10', 'Vital: Fundal Ht-avg10to13', 'Vital: HC-avg10to13', 'Vital: HC Percentile-avg10to13', 'Vital: Ht-avg10to13', 'Vital: Ht Percentile-avg10to13', 'Vital: Temp-avg10to13', 'Vital: BP-avg10to13', 'Vital: HR-avg10to13', 'Vital: PL-avg10to13', 'Vital: SpO2-avg10to13', 'Vital: RR-avg10to13', 'Vital: PEF-avg10to13', 'Vital: Hearing-avg10to13', 'Vital: Vision-avg10to13', 'Vital: PainScale-avg10to13', 'Vital: Fundal Ht-avg13to16', 'Vital: HC-avg13to16', 'Vital: HC Percentile-avg13to16', 'Vital: Ht-avg13to16', 'Vital: Ht Percentile-avg13to16', 'Vital: Temp-avg13to16', 'Vital: BP-avg13to16', 'Vital: HR-avg13to16', 'Vital: PL-avg13to16', 'Vital: SpO2-avg13to16', 'Vital: RR-avg13to16', 'Vital: PEF-avg13to16', 'Vital: Hearing-avg13to16', 'Vital: Vision-avg13to16', 'Vital: PainScale-avg13to16', 'Vital: Fundal Ht-avg16to19', 'Vital: HC-avg16to19', 'Vital: HC Percentile-avg16to19', 'Vital: Ht-avg16to19', 'Vital: Ht Percentile-avg16to19', 'Vital: Temp-avg16to19', 'Vital: BP-avg16to19', 'Vital: HR-avg16to19', 'Vital: PL-avg16to19', 'Vital: SpO2-avg16to19', 'Vital: RR-avg16to19', 'Vital: PEF-avg16to19', 'Vital: Hearing-avg16to19', 'Vital: Vision-avg16to19', 'Vital: PainScale-avg16to19', 'Vital: Fundal Ht-avg19to24', 'Vital: HC-avg19to24', 'Vital: HC Percentile-avg19to24', 'Vital: Ht-avg19to24', 'Vital: Ht Percentile-avg19to24', 'Vital: Temp-avg19to24', 'Vital: BP-avg19to24', 'Vital: HR-avg19to24', 'Vital: PL-avg19to24', 'Vital: SpO2-avg19to24', 'Vital: RR-avg19to24', 'Vital: PEF-avg19to24', 'Vital: Hearing-avg19to24', 'Vital: Vision-avg19to24', 'Vital: PainScale-avg19to24', 'Vital: HC-gain0to3', 'Vital: HC Percentile-gain0to3', 'Vital: Ht-gain0to3', 'Vital: Ht Percentile-gain0to3', 'Vital: HC-gain1to5', 'Vital: HC Percentile-gain1to5', 'Vital: Ht-gain1to5', 'Vital: Ht Percentile-gain1to5', 'Vital: HC-gain3to7', 'Vital: HC Percentile-gain3to7', 'Vital: Ht-gain3to7', 'Vital: Ht Percentile-gain3to7', 'Vital: HC-gain5to10', 'Vital: HC Percentile-gain5to10', 'Vital: Ht-gain5to10', 'Vital: Ht Percentile-gain5to10', 'Vital: HC-gain7to13', 'Vital: HC Percentile-gain7to13', 'Vital: Ht-gain7to13', 'Vital: Ht Percentile-gain7to13', 'Vital: HC-gain10to16', 'Vital: HC Percentile-gain10to16', 'Vital: Ht-gain10to16', 'Vital: Ht Percentile-gain10to16', 'Vital: HC-gain13to19', 'Vital: HC Percentile-gain13to19', 'Vital: Ht-gain13to19', 'Vital: Ht Percentile-gain13to19', 'Vital: HC-gain16to24', 'Vital: HC Percentile-gain16to24', 'Vital: Ht-gain16to24', 'Vital: Ht Percentile-gain16to24', 'Vital: HC-gain0to24', 'Vital: HC Percentile-gain0to24', 'Vital: Ht-gain0to24', 'Vital: Ht Percentile-gain0to24'] from 19290 variables to 1918
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Run 2 has 109 non-zero features and 1,809 zero-weight features AUC Train: 0.739, Explained Variance Score Train: 0.189 AUC Test: 0.623, Explained Variance Score Test: 0.044
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Run 9 has 9 non-zero features and 1,909 zero-weight features AUC Train: 0.636, Explained Variance Score Train: 0.047 AUC Test: 0.577, Explained Variance Score Test: 0.023 Run 4 has 9 non-zero features and 1,909 zero-weight features AUC Train: 0.629, Explained Variance Score Train: 0.041 AUC Test: 0.570, Explained Variance Score Test: 0.030 Run 7 has 7 non-zero features and 1,911 zero-weight features AUC Train: 0.630, Explained Variance Score Train: 0.054 AUC Test: 0.548, Explained Variance Score Test: 0.010 Run 6 has 11 non-zero features and 1,907 zero-weight features AUC Train: 0.635, Explained Variance Score Train: 0.042 AUC Test: 0.604, Explained Variance Score Test: 0.030 Run 1 has 11 non-zero features and 1,907 zero-weight features AUC Train: 0.637, Explained Variance Score Train: 0.044 AUC Test: 0.555, Explained Variance Score Test: 0.018 Run 5 has 14 non-zero features and 1,904 zero-weight features AUC Train: 0.641, Explained Variance Score Train: 0.053 AUC Test: 0.575, Explained Variance Score Test: 0.023 Run 8 has 6 non-zero features and 1,912 zero-weight features AUC Train: 0.617, Explained Variance Score Train: 0.040 AUC Test: 0.586, Explained Variance Score Test: 0.032 Run 3 has 6 non-zero features and 1,912 zero-weight features AUC Train: 0.607, Explained Variance Score Train: 0.046 AUC Test: 0.614, Explained Variance Score Test: 0.026 Run 0 has 9 non-zero features and 1,909 zero-weight features AUC Train: 0.650, Explained Variance Score Train: 0.046 AUC Test: 0.553, Explained Variance Score Test: 0.028 1,802 features with 0 weights being filtered. 116 features remaining. filtered correlated features to: 59 corr matrix is filtered to size: (116, 59) output is: average: 16.875, min: 11.260, max: 30.480 total patients: 1,751, positive: 386.00, negative: 1,365.00 normalizing output... Using pre-prepared data 1698 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:0'] total size: 1,751 x 116 data saved to ../outputs_24_months_final_20180517/x2_boys_24_months_obese_lasso_fts_no_wt_bmi Time elapsed 0:07:18.732673 ----------------------------------------------------- girls no_min full Using pre-prepared data Original cohort size is: 52945 num features: 19290 total number of people who have: ['Gender:1 female'] is: 5719 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5719 total number of people who have maternal data available: 3451 intersection of the three above is: 1698 1698 patients selected.. filtered correlated features to: 18,947 corr matrix is filtered to size: (19290, 18947) output is: average: 16.487, min: 10.470, max: 35.320 total patients: 1,698, positive: 256.00, negative: 1,442.00 normalizing output... Using pre-prepared data 1698 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:1'] total size: 1,698 x 19,290 data saved to ../outputs_24_months_final_20180517/x2_girls_24_months_obese_no_min_full Time elapsed 0:08:20.010602 ----------------------------------------------------- girls no_min no_census Using pre-prepared data Original cohort size is: 52945 num features: 19290 total number of people who have: ['Gender:1 female'] is: 5719 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5719 total number of people who have maternal data available: 3451 intersection of the three above is: 1698 1698 patients selected.. subsetting variables that are only: ['Vital', 'Lab', 'Number of Visits', 'MatDeliveryAge', 'Maternal', 'Diagnosis', 'Newborn Diagnosis'] from 19290 variables to 2026 filtered correlated features to: 1,683 corr matrix is filtered to size: (2026, 1683) output is: average: 16.487, min: 10.470, max: 35.320 total patients: 1,698, positive: 256.00, negative: 1,442.00 normalizing output... Using pre-prepared data 1698 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:1'] total size: 1,698 x 2,026 data saved to ../outputs_24_months_final_20180517/x2_girls_24_months_obese_no_min_no_census Time elapsed 0:08:47.049565 ----------------------------------------------------- girls no_min no_wt_bmi Using pre-prepared data Original cohort size is: 52945 num features: 19290 total number of people who have: ['Gender:1 female'] is: 5719 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5719 total number of people who have maternal data available: 3451 intersection of the three above is: 1698 1698 patients selected.. subsetting variables that are only: ['Census', 'Lab', 'Number of Visits', 'MatDeliveryAge', 'Maternal', 'Diagnosis', 'Newborn Diagnosis', 'Vital: Fundal Ht-latest', 'Vital: HC-latest', 'Vital: HC Percentile-latest', 'Vital: Ht-latest', 'Vital: Ht Percentile-latest', 'Vital: Temp-latest', 'Vital: BP-latest', 'Vital: HR-latest', 'Vital: PL-latest', 'Vital: SpO2-latest', 'Vital: RR-latest', 'Vital: PEF-latest', 'Vital: Hearing-latest', 'Vital: Vision-latest', 'Vital: PainScale-latest', 'Vital: Fundal Ht-AtBirth', 'Vital: HC-AtBirth', 'Vital: HC Percentile-AtBirth', 'Vital: Ht-AtBirth', 'Vital: Ht Percentile-AtBirth', 'Vital: Temp-AtBirth', 'Vital: BP-AtBirth', 'Vital: HR-AtBirth', 'Vital: PL-AtBirth', 'Vital: SpO2-AtBirth', 'Vital: RR-AtBirth', 'Vital: PEF-AtBirth', 'Vital: Hearing-AtBirth', 'Vital: Vision-AtBirth', 'Vital: PainScale-AtBirth', 'Vital: Fundal Ht-avg0to1', 'Vital: HC-avg0to1', 'Vital: HC Percentile-avg0to1', 'Vital: Ht-avg0to1', 'Vital: Ht Percentile-avg0to1', 'Vital: Temp-avg0to1', 'Vital: BP-avg0to1', 'Vital: HR-avg0to1', 'Vital: PL-avg0to1', 'Vital: SpO2-avg0to1', 'Vital: RR-avg0to1', 'Vital: PEF-avg0to1', 'Vital: Hearing-avg0to1', 'Vital: Vision-avg0to1', 'Vital: PainScale-avg0to1', 'Vital: Fundal Ht-avg1to3', 'Vital: HC-avg1to3', 'Vital: HC Percentile-avg1to3', 'Vital: Ht-avg1to3', 'Vital: Ht Percentile-avg1to3', 'Vital: Temp-avg1to3', 'Vital: BP-avg1to3', 'Vital: HR-avg1to3', 'Vital: PL-avg1to3', 'Vital: SpO2-avg1to3', 'Vital: RR-avg1to3', 'Vital: PEF-avg1to3', 'Vital: Hearing-avg1to3', 'Vital: Vision-avg1to3', 'Vital: PainScale-avg1to3', 'Vital: Fundal Ht-avg3to5', 'Vital: HC-avg3to5', 'Vital: HC Percentile-avg3to5', 'Vital: Ht-avg3to5', 'Vital: Ht Percentile-avg3to5', 'Vital: Temp-avg3to5', 'Vital: BP-avg3to5', 'Vital: HR-avg3to5', 'Vital: PL-avg3to5', 'Vital: SpO2-avg3to5', 'Vital: RR-avg3to5', 'Vital: PEF-avg3to5', 'Vital: Hearing-avg3to5', 'Vital: Vision-avg3to5', 'Vital: PainScale-avg3to5', 'Vital: Fundal Ht-avg5to7', 'Vital: HC-avg5to7', 'Vital: HC Percentile-avg5to7', 'Vital: Ht-avg5to7', 'Vital: Ht Percentile-avg5to7', 'Vital: Temp-avg5to7', 'Vital: BP-avg5to7', 'Vital: HR-avg5to7', 'Vital: PL-avg5to7', 'Vital: SpO2-avg5to7', 'Vital: RR-avg5to7', 'Vital: PEF-avg5to7', 'Vital: Hearing-avg5to7', 'Vital: Vision-avg5to7', 'Vital: PainScale-avg5to7', 'Vital: Fundal Ht-avg7to10', 'Vital: HC-avg7to10', 'Vital: HC Percentile-avg7to10', 'Vital: Ht-avg7to10', 'Vital: Ht Percentile-avg7to10', 'Vital: Temp-avg7to10', 'Vital: BP-avg7to10', 'Vital: HR-avg7to10', 'Vital: PL-avg7to10', 'Vital: SpO2-avg7to10', 'Vital: RR-avg7to10', 'Vital: PEF-avg7to10', 'Vital: Hearing-avg7to10', 'Vital: Vision-avg7to10', 'Vital: PainScale-avg7to10', 'Vital: Fundal Ht-avg10to13', 'Vital: HC-avg10to13', 'Vital: HC Percentile-avg10to13', 'Vital: Ht-avg10to13', 'Vital: Ht Percentile-avg10to13', 'Vital: Temp-avg10to13', 'Vital: BP-avg10to13', 'Vital: HR-avg10to13', 'Vital: PL-avg10to13', 'Vital: SpO2-avg10to13', 'Vital: RR-avg10to13', 'Vital: PEF-avg10to13', 'Vital: Hearing-avg10to13', 'Vital: Vision-avg10to13', 'Vital: PainScale-avg10to13', 'Vital: Fundal Ht-avg13to16', 'Vital: HC-avg13to16', 'Vital: HC Percentile-avg13to16', 'Vital: Ht-avg13to16', 'Vital: Ht Percentile-avg13to16', 'Vital: Temp-avg13to16', 'Vital: BP-avg13to16', 'Vital: HR-avg13to16', 'Vital: PL-avg13to16', 'Vital: SpO2-avg13to16', 'Vital: RR-avg13to16', 'Vital: PEF-avg13to16', 'Vital: Hearing-avg13to16', 'Vital: Vision-avg13to16', 'Vital: PainScale-avg13to16', 'Vital: Fundal Ht-avg16to19', 'Vital: HC-avg16to19', 'Vital: HC Percentile-avg16to19', 'Vital: Ht-avg16to19', 'Vital: Ht Percentile-avg16to19', 'Vital: Temp-avg16to19', 'Vital: BP-avg16to19', 'Vital: HR-avg16to19', 'Vital: PL-avg16to19', 'Vital: SpO2-avg16to19', 'Vital: RR-avg16to19', 'Vital: PEF-avg16to19', 'Vital: Hearing-avg16to19', 'Vital: Vision-avg16to19', 'Vital: PainScale-avg16to19', 'Vital: Fundal Ht-avg19to24', 'Vital: HC-avg19to24', 'Vital: HC Percentile-avg19to24', 'Vital: Ht-avg19to24', 'Vital: Ht Percentile-avg19to24', 'Vital: Temp-avg19to24', 'Vital: BP-avg19to24', 'Vital: HR-avg19to24', 'Vital: PL-avg19to24', 'Vital: SpO2-avg19to24', 'Vital: RR-avg19to24', 'Vital: PEF-avg19to24', 'Vital: Hearing-avg19to24', 'Vital: Vision-avg19to24', 'Vital: PainScale-avg19to24', 'Vital: HC-gain0to3', 'Vital: HC Percentile-gain0to3', 'Vital: Ht-gain0to3', 'Vital: Ht Percentile-gain0to3', 'Vital: HC-gain1to5', 'Vital: HC Percentile-gain1to5', 'Vital: Ht-gain1to5', 'Vital: Ht Percentile-gain1to5', 'Vital: HC-gain3to7', 'Vital: HC Percentile-gain3to7', 'Vital: Ht-gain3to7', 'Vital: Ht Percentile-gain3to7', 'Vital: HC-gain5to10', 'Vital: HC Percentile-gain5to10', 'Vital: Ht-gain5to10', 'Vital: Ht Percentile-gain5to10', 'Vital: HC-gain7to13', 'Vital: HC Percentile-gain7to13', 'Vital: Ht-gain7to13', 'Vital: Ht Percentile-gain7to13', 'Vital: HC-gain10to16', 'Vital: HC Percentile-gain10to16', 'Vital: Ht-gain10to16', 'Vital: Ht Percentile-gain10to16', 'Vital: HC-gain13to19', 'Vital: HC Percentile-gain13to19', 'Vital: Ht-gain13to19', 'Vital: Ht Percentile-gain13to19', 'Vital: HC-gain16to24', 'Vital: HC Percentile-gain16to24', 'Vital: Ht-gain16to24', 'Vital: Ht Percentile-gain16to24', 'Vital: HC-gain0to24', 'Vital: HC Percentile-gain0to24', 'Vital: Ht-gain0to24', 'Vital: Ht Percentile-gain0to24'] from 19290 variables to 1918 filtered correlated features to: 1,717 corr matrix is filtered to size: (1918, 1717) output is: average: 16.487, min: 10.470, max: 35.320 total patients: 1,698, positive: 256.00, negative: 1,442.00 normalizing output... Using pre-prepared data 1698 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:1'] total size: 1,698 x 1,918 data saved to ../outputs_24_months_final_20180517/x2_girls_24_months_obese_no_min_no_wt_bmi Time elapsed 0:09:14.210847 ----------------------------------------------------- girls no_min wfl_19_24 Using pre-prepared data Original cohort size is: 52945 num features: 19290 total number of people who have: ['Gender:1 female'] is: 5719 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5719 total number of people who have maternal data available: 3451 intersection of the three above is: 1698 1698 patients selected.. subsetting variables that are only: ['Vital: Wt for Length ZScore-avg19to24'] from 19290 variables to 1 filtered correlated features to: 0 corr matrix is filtered to size: (1, 0) output is: average: 16.487, min: 10.470, max: 35.320 total patients: 1,698, positive: 256.00, negative: 1,442.00 normalizing output... Using pre-prepared data 1698 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:1'] total size: 1,698 x 1 data saved to ../outputs_24_months_final_20180517/x2_girls_24_months_obese_no_min_wfl_19_24 Time elapsed 0:09:40.618735 ----------------------------------------------------- girls no_min wfl_latest Using pre-prepared data Original cohort size is: 52945 num features: 19290 total number of people who have: ['Gender:1 female'] is: 5719 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5719 total number of people who have maternal data available: 3451 intersection of the three above is: 1698 1698 patients selected.. subsetting variables that are only: ['Vital: Wt for Length ZScore-latest'] from 19290 variables to 1 filtered correlated features to: 0 corr matrix is filtered to size: (1, 0) output is: average: 16.487, min: 10.470, max: 35.320 total patients: 1,698, positive: 256.00, negative: 1,442.00 normalizing output... Using pre-prepared data 1698 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:1'] total size: 1,698 x 1 data saved to ../outputs_24_months_final_20180517/x2_girls_24_months_obese_no_min_wfl_latest Time elapsed 0:10:06.799450 ----------------------------------------------------- girls no_min bmi_19_24 Using pre-prepared data Original cohort size is: 52945 num features: 19290 total number of people who have: ['Gender:1 female'] is: 5719 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5719 total number of people who have maternal data available: 3451 intersection of the three above is: 1698 1698 patients selected.. subsetting variables that are only: ['Vital: BMI-avg19to24'] from 19290 variables to 1 filtered correlated features to: 0 corr matrix is filtered to size: (1, 0) output is: average: 16.487, min: 10.470, max: 35.320 total patients: 1,698, positive: 256.00, negative: 1,442.00 normalizing output... Using pre-prepared data 1698 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:1'] total size: 1,698 x 1 data saved to ../outputs_24_months_final_20180517/x2_girls_24_months_obese_no_min_bmi_19_24 Time elapsed 0:10:32.992882 ----------------------------------------------------- girls no_min bmi_latest Using pre-prepared data Original cohort size is: 52945 num features: 19290 total number of people who have: ['Gender:1 female'] is: 5719 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5719 total number of people who have maternal data available: 3451 intersection of the three above is: 1698 1698 patients selected.. subsetting variables that are only: ['Vital: BMI-latest'] from 19290 variables to 1 filtered correlated features to: 0 corr matrix is filtered to size: (1, 0) output is: average: 16.487, min: 10.470, max: 35.320 total patients: 1,698, positive: 256.00, negative: 1,442.00 normalizing output... Using pre-prepared data 1698 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:1'] total size: 1,698 x 1 data saved to ../outputs_24_months_final_20180517/x2_girls_24_months_obese_no_min_bmi_latest Time elapsed 0:10:59.196854 ----------------------------------------------------- girls min_5 full Using pre-prepared data Original cohort size is: 52945 num features: 19290 total number of people who have: ['Gender:1 female'] is: 5719 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5719 total number of people who have maternal data available: 3451 intersection of the three above is: 1698 1698 patients selected.. 875 features filtered with number of occurrences less than 5 filtered correlated features to: 661 corr matrix is filtered to size: (875, 661) output is: average: 16.487, min: 10.470, max: 35.320 total patients: 1,698, positive: 256.00, negative: 1,442.00 normalizing output... Using pre-prepared data 1698 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:1'] total size: 1,698 x 875 data saved to ../outputs_24_months_final_20180517/x2_girls_24_months_obese_min_5_full Time elapsed 0:11:25.610132 ----------------------------------------------------- girls min_5 no_census Using pre-prepared data Original cohort size is: 52945 num features: 19290 total number of people who have: ['Gender:1 female'] is: 5719 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5719 total number of people who have maternal data available: 3451 intersection of the three above is: 1698 1698 patients selected.. 875 features filtered with number of occurrences less than 5 subsetting variables that are only: ['Vital', 'Lab', 'Number of Visits', 'MatDeliveryAge', 'Maternal', 'Diagnosis', 'Newborn Diagnosis'] from 875 variables to 333 filtered correlated features to: 119 corr matrix is filtered to size: (333, 119) output is: average: 16.487, min: 10.470, max: 35.320 total patients: 1,698, positive: 256.00, negative: 1,442.00 normalizing output... Using pre-prepared data 1698 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:1'] total size: 1,698 x 333 data saved to ../outputs_24_months_final_20180517/x2_girls_24_months_obese_min_5_no_census Time elapsed 0:11:51.961245 ----------------------------------------------------- girls min_5 no_wt_bmi Using pre-prepared data Original cohort size is: 52945 num features: 19290 total number of people who have: ['Gender:1 female'] is: 5719 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5719 total number of people who have maternal data available: 3451 intersection of the three above is: 1698 1698 patients selected.. 875 features filtered with number of occurrences less than 5 subsetting variables that are only: ['Census', 'Lab', 'Number of Visits', 'MatDeliveryAge', 'Maternal', 'Diagnosis', 'Newborn Diagnosis', 'Vital: Fundal Ht-latest', 'Vital: HC-latest', 'Vital: HC Percentile-latest', 'Vital: Ht-latest', 'Vital: Ht Percentile-latest', 'Vital: Temp-latest', 'Vital: BP-latest', 'Vital: HR-latest', 'Vital: PL-latest', 'Vital: SpO2-latest', 'Vital: RR-latest', 'Vital: PEF-latest', 'Vital: Hearing-latest', 'Vital: Vision-latest', 'Vital: PainScale-latest', 'Vital: Fundal Ht-AtBirth', 'Vital: HC-AtBirth', 'Vital: HC Percentile-AtBirth', 'Vital: Ht-AtBirth', 'Vital: Ht Percentile-AtBirth', 'Vital: Temp-AtBirth', 'Vital: BP-AtBirth', 'Vital: HR-AtBirth', 'Vital: PL-AtBirth', 'Vital: SpO2-AtBirth', 'Vital: RR-AtBirth', 'Vital: PEF-AtBirth', 'Vital: Hearing-AtBirth', 'Vital: Vision-AtBirth', 'Vital: PainScale-AtBirth', 'Vital: Fundal Ht-avg0to1', 'Vital: HC-avg0to1', 'Vital: HC Percentile-avg0to1', 'Vital: Ht-avg0to1', 'Vital: Ht Percentile-avg0to1', 'Vital: Temp-avg0to1', 'Vital: BP-avg0to1', 'Vital: HR-avg0to1', 'Vital: PL-avg0to1', 'Vital: SpO2-avg0to1', 'Vital: RR-avg0to1', 'Vital: PEF-avg0to1', 'Vital: Hearing-avg0to1', 'Vital: Vision-avg0to1', 'Vital: PainScale-avg0to1', 'Vital: Fundal Ht-avg1to3', 'Vital: HC-avg1to3', 'Vital: HC Percentile-avg1to3', 'Vital: Ht-avg1to3', 'Vital: Ht Percentile-avg1to3', 'Vital: Temp-avg1to3', 'Vital: BP-avg1to3', 'Vital: HR-avg1to3', 'Vital: PL-avg1to3', 'Vital: SpO2-avg1to3', 'Vital: RR-avg1to3', 'Vital: PEF-avg1to3', 'Vital: Hearing-avg1to3', 'Vital: Vision-avg1to3', 'Vital: PainScale-avg1to3', 'Vital: Fundal Ht-avg3to5', 'Vital: HC-avg3to5', 'Vital: HC Percentile-avg3to5', 'Vital: Ht-avg3to5', 'Vital: Ht Percentile-avg3to5', 'Vital: Temp-avg3to5', 'Vital: BP-avg3to5', 'Vital: HR-avg3to5', 'Vital: PL-avg3to5', 'Vital: SpO2-avg3to5', 'Vital: RR-avg3to5', 'Vital: PEF-avg3to5', 'Vital: Hearing-avg3to5', 'Vital: Vision-avg3to5', 'Vital: PainScale-avg3to5', 'Vital: Fundal Ht-avg5to7', 'Vital: HC-avg5to7', 'Vital: HC Percentile-avg5to7', 'Vital: Ht-avg5to7', 'Vital: Ht Percentile-avg5to7', 'Vital: Temp-avg5to7', 'Vital: BP-avg5to7', 'Vital: HR-avg5to7', 'Vital: PL-avg5to7', 'Vital: SpO2-avg5to7', 'Vital: RR-avg5to7', 'Vital: PEF-avg5to7', 'Vital: Hearing-avg5to7', 'Vital: Vision-avg5to7', 'Vital: PainScale-avg5to7', 'Vital: Fundal Ht-avg7to10', 'Vital: HC-avg7to10', 'Vital: HC Percentile-avg7to10', 'Vital: Ht-avg7to10', 'Vital: Ht Percentile-avg7to10', 'Vital: Temp-avg7to10', 'Vital: BP-avg7to10', 'Vital: HR-avg7to10', 'Vital: PL-avg7to10', 'Vital: SpO2-avg7to10', 'Vital: RR-avg7to10', 'Vital: PEF-avg7to10', 'Vital: Hearing-avg7to10', 'Vital: Vision-avg7to10', 'Vital: PainScale-avg7to10', 'Vital: Fundal Ht-avg10to13', 'Vital: HC-avg10to13', 'Vital: HC Percentile-avg10to13', 'Vital: Ht-avg10to13', 'Vital: Ht Percentile-avg10to13', 'Vital: Temp-avg10to13', 'Vital: BP-avg10to13', 'Vital: HR-avg10to13', 'Vital: PL-avg10to13', 'Vital: SpO2-avg10to13', 'Vital: RR-avg10to13', 'Vital: PEF-avg10to13', 'Vital: Hearing-avg10to13', 'Vital: Vision-avg10to13', 'Vital: PainScale-avg10to13', 'Vital: Fundal Ht-avg13to16', 'Vital: HC-avg13to16', 'Vital: HC Percentile-avg13to16', 'Vital: Ht-avg13to16', 'Vital: Ht Percentile-avg13to16', 'Vital: Temp-avg13to16', 'Vital: BP-avg13to16', 'Vital: HR-avg13to16', 'Vital: PL-avg13to16', 'Vital: SpO2-avg13to16', 'Vital: RR-avg13to16', 'Vital: PEF-avg13to16', 'Vital: Hearing-avg13to16', 'Vital: Vision-avg13to16', 'Vital: PainScale-avg13to16', 'Vital: Fundal Ht-avg16to19', 'Vital: HC-avg16to19', 'Vital: HC Percentile-avg16to19', 'Vital: Ht-avg16to19', 'Vital: Ht Percentile-avg16to19', 'Vital: Temp-avg16to19', 'Vital: BP-avg16to19', 'Vital: HR-avg16to19', 'Vital: PL-avg16to19', 'Vital: SpO2-avg16to19', 'Vital: RR-avg16to19', 'Vital: PEF-avg16to19', 'Vital: Hearing-avg16to19', 'Vital: Vision-avg16to19', 'Vital: PainScale-avg16to19', 'Vital: Fundal Ht-avg19to24', 'Vital: HC-avg19to24', 'Vital: HC Percentile-avg19to24', 'Vital: Ht-avg19to24', 'Vital: Ht Percentile-avg19to24', 'Vital: Temp-avg19to24', 'Vital: BP-avg19to24', 'Vital: HR-avg19to24', 'Vital: PL-avg19to24', 'Vital: SpO2-avg19to24', 'Vital: RR-avg19to24', 'Vital: PEF-avg19to24', 'Vital: Hearing-avg19to24', 'Vital: Vision-avg19to24', 'Vital: PainScale-avg19to24', 'Vital: HC-gain0to3', 'Vital: HC Percentile-gain0to3', 'Vital: Ht-gain0to3', 'Vital: Ht Percentile-gain0to3', 'Vital: HC-gain1to5', 'Vital: HC Percentile-gain1to5', 'Vital: Ht-gain1to5', 'Vital: Ht Percentile-gain1to5', 'Vital: HC-gain3to7', 'Vital: HC Percentile-gain3to7', 'Vital: Ht-gain3to7', 'Vital: Ht Percentile-gain3to7', 'Vital: HC-gain5to10', 'Vital: HC Percentile-gain5to10', 'Vital: Ht-gain5to10', 'Vital: Ht Percentile-gain5to10', 'Vital: HC-gain7to13', 'Vital: HC Percentile-gain7to13', 'Vital: Ht-gain7to13', 'Vital: Ht Percentile-gain7to13', 'Vital: HC-gain10to16', 'Vital: HC Percentile-gain10to16', 'Vital: Ht-gain10to16', 'Vital: Ht Percentile-gain10to16', 'Vital: HC-gain13to19', 'Vital: HC Percentile-gain13to19', 'Vital: Ht-gain13to19', 'Vital: Ht Percentile-gain13to19', 'Vital: HC-gain16to24', 'Vital: HC Percentile-gain16to24', 'Vital: Ht-gain16to24', 'Vital: Ht Percentile-gain16to24', 'Vital: HC-gain0to24', 'Vital: HC Percentile-gain0to24', 'Vital: Ht-gain0to24', 'Vital: Ht Percentile-gain0to24'] from 875 variables to 259 filtered correlated features to: 153 corr matrix is filtered to size: (259, 153) output is: average: 16.487, min: 10.470, max: 35.320 total patients: 1,698, positive: 256.00, negative: 1,442.00 normalizing output... Using pre-prepared data 1698 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:1'] total size: 1,698 x 259 data saved to ../outputs_24_months_final_20180517/x2_girls_24_months_obese_min_5_no_wt_bmi Time elapsed 0:12:18.298360 ----------------------------------------------------- girls lasso_fts full Using pre-prepared data Original cohort size is: 52945 num features: 19290 total number of people who have: ['Gender:1 female'] is: 5719 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5719 total number of people who have maternal data available: 3451 intersection of the three above is: 1698 1698 patients selected..
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Run 1 has 14 non-zero features and 19,276 zero-weight features AUC Train: 0.801, Explained Variance Score Train: 0.371 AUC Test: 0.770, Explained Variance Score Test: 0.233
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Run 2 has 14 non-zero features and 19,276 zero-weight features AUC Train: 0.802, Explained Variance Score Train: 0.343 AUC Test: 0.752, Explained Variance Score Test: 0.292
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Run 3 has 14 non-zero features and 19,276 zero-weight features AUC Train: 0.802, Explained Variance Score Train: 0.350 AUC Test: 0.759, Explained Variance Score Test: 0.288 Run 7 has 16 non-zero features and 19,274 zero-weight features AUC Train: 0.777, Explained Variance Score Train: 0.333 AUC Test: 0.813, Explained Variance Score Test: 0.310 Run 9 has 15 non-zero features and 19,275 zero-weight features AUC Train: 0.820, Explained Variance Score Train: 0.372 AUC Test: 0.723, Explained Variance Score Test: 0.245 Run 5 has 23 non-zero features and 19,267 zero-weight features AUC Train: 0.789, Explained Variance Score Train: 0.314 AUC Test: 0.804, Explained Variance Score Test: 0.375 Run 0 has 17 non-zero features and 19,273 zero-weight features AUC Train: 0.797, Explained Variance Score Train: 0.312 AUC Test: 0.761, Explained Variance Score Test: 0.321 Run 8 has 15 non-zero features and 19,275 zero-weight features AUC Train: 0.795, Explained Variance Score Train: 0.321 AUC Test: 0.763, Explained Variance Score Test: 0.339 Run 4 has 15 non-zero features and 19,275 zero-weight features AUC Train: 0.817, Explained Variance Score Train: 0.372 AUC Test: 0.727, Explained Variance Score Test: 0.253 Run 6 has 14 non-zero features and 19,276 zero-weight features AUC Train: 0.788, Explained Variance Score Train: 0.334 AUC Test: 0.796, Explained Variance Score Test: 0.321 19,255 features with 0 weights being filtered. 35 features remaining. filtered correlated features to: 5 corr matrix is filtered to size: (35, 5) output is: average: 16.487, min: 10.470, max: 35.320 total patients: 1,698, positive: 256.00, negative: 1,442.00 normalizing output... Using pre-prepared data 1698 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:1'] total size: 1,698 x 35 data saved to ../outputs_24_months_final_20180517/x2_girls_24_months_obese_lasso_fts_full Time elapsed 0:13:34.758658 ----------------------------------------------------- girls lasso_fts no_census Using pre-prepared data Original cohort size is: 52945 num features: 19290 total number of people who have: ['Gender:1 female'] is: 5719 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5719 total number of people who have maternal data available: 3451 intersection of the three above is: 1698 1698 patients selected.. subsetting variables that are only: ['Vital', 'Lab', 'Number of Visits', 'MatDeliveryAge', 'Maternal', 'Diagnosis', 'Newborn Diagnosis'] from 19290 variables to 2026
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Run 4 has 16 non-zero features and 2,010 zero-weight features AUC Train: 0.805, Explained Variance Score Train: 0.340 AUC Test: 0.770, Explained Variance Score Test: 0.348 Run 8 has 14 non-zero features and 2,012 zero-weight features AUC Train: 0.791, Explained Variance Score Train: 0.311 AUC Test: 0.797, Explained Variance Score Test: 0.391
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Run 3 has 11 non-zero features and 2,015 zero-weight features AUC Train: 0.793, Explained Variance Score Train: 0.370 AUC Test: 0.814, Explained Variance Score Test: 0.303 Run 1 has 15 non-zero features and 2,011 zero-weight features AUC Train: 0.797, Explained Variance Score Train: 0.355 AUC Test: 0.798, Explained Variance Score Test: 0.345 Run 7 has 14 non-zero features and 2,012 zero-weight features AUC Train: 0.818, Explained Variance Score Train: 0.383 AUC Test: 0.721, Explained Variance Score Test: 0.258 Run 5 has 13 non-zero features and 2,013 zero-weight features AUC Train: 0.805, Explained Variance Score Train: 0.381 AUC Test: 0.778, Explained Variance Score Test: 0.294 Run 0 has 11 non-zero features and 2,015 zero-weight features AUC Train: 0.805, Explained Variance Score Train: 0.376 AUC Test: 0.776, Explained Variance Score Test: 0.278 Run 9 has 13 non-zero features and 2,013 zero-weight features AUC Train: 0.797, Explained Variance Score Train: 0.355 AUC Test: 0.770, Explained Variance Score Test: 0.323 Run 6 has 12 non-zero features and 2,014 zero-weight features AUC Train: 0.787, Explained Variance Score Train: 0.348 AUC Test: 0.820, Explained Variance Score Test: 0.341 Run 2 has 14 non-zero features and 2,012 zero-weight features AUC Train: 0.804, Explained Variance Score Train: 0.351 AUC Test: 0.769, Explained Variance Score Test: 0.342 1,994 features with 0 weights being filtered. 32 features remaining. filtered correlated features to: 2 corr matrix is filtered to size: (32, 2) output is: average: 16.487, min: 10.470, max: 35.320 total patients: 1,698, positive: 256.00, negative: 1,442.00 normalizing output... Using pre-prepared data 1698 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:1'] total size: 1,698 x 32 data saved to ../outputs_24_months_final_20180517/x2_girls_24_months_obese_lasso_fts_no_census Time elapsed 0:14:07.789939 ----------------------------------------------------- girls lasso_fts no_wt_bmi Using pre-prepared data Original cohort size is: 52945 num features: 19290 total number of people who have: ['Gender:1 female'] is: 5719 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5719 total number of people who have maternal data available: 3451 intersection of the three above is: 1698 1698 patients selected.. subsetting variables that are only: ['Census', 'Lab', 'Number of Visits', 'MatDeliveryAge', 'Maternal', 'Diagnosis', 'Newborn Diagnosis', 'Vital: Fundal Ht-latest', 'Vital: HC-latest', 'Vital: HC Percentile-latest', 'Vital: Ht-latest', 'Vital: Ht Percentile-latest', 'Vital: Temp-latest', 'Vital: BP-latest', 'Vital: HR-latest', 'Vital: PL-latest', 'Vital: SpO2-latest', 'Vital: RR-latest', 'Vital: PEF-latest', 'Vital: Hearing-latest', 'Vital: Vision-latest', 'Vital: PainScale-latest', 'Vital: Fundal Ht-AtBirth', 'Vital: HC-AtBirth', 'Vital: HC Percentile-AtBirth', 'Vital: Ht-AtBirth', 'Vital: Ht Percentile-AtBirth', 'Vital: Temp-AtBirth', 'Vital: BP-AtBirth', 'Vital: HR-AtBirth', 'Vital: PL-AtBirth', 'Vital: SpO2-AtBirth', 'Vital: RR-AtBirth', 'Vital: PEF-AtBirth', 'Vital: Hearing-AtBirth', 'Vital: Vision-AtBirth', 'Vital: PainScale-AtBirth', 'Vital: Fundal Ht-avg0to1', 'Vital: HC-avg0to1', 'Vital: HC Percentile-avg0to1', 'Vital: Ht-avg0to1', 'Vital: Ht Percentile-avg0to1', 'Vital: Temp-avg0to1', 'Vital: BP-avg0to1', 'Vital: HR-avg0to1', 'Vital: PL-avg0to1', 'Vital: SpO2-avg0to1', 'Vital: RR-avg0to1', 'Vital: PEF-avg0to1', 'Vital: Hearing-avg0to1', 'Vital: Vision-avg0to1', 'Vital: PainScale-avg0to1', 'Vital: Fundal Ht-avg1to3', 'Vital: HC-avg1to3', 'Vital: HC Percentile-avg1to3', 'Vital: Ht-avg1to3', 'Vital: Ht Percentile-avg1to3', 'Vital: Temp-avg1to3', 'Vital: BP-avg1to3', 'Vital: HR-avg1to3', 'Vital: PL-avg1to3', 'Vital: SpO2-avg1to3', 'Vital: RR-avg1to3', 'Vital: PEF-avg1to3', 'Vital: Hearing-avg1to3', 'Vital: Vision-avg1to3', 'Vital: PainScale-avg1to3', 'Vital: Fundal Ht-avg3to5', 'Vital: HC-avg3to5', 'Vital: HC Percentile-avg3to5', 'Vital: Ht-avg3to5', 'Vital: Ht Percentile-avg3to5', 'Vital: Temp-avg3to5', 'Vital: BP-avg3to5', 'Vital: HR-avg3to5', 'Vital: PL-avg3to5', 'Vital: SpO2-avg3to5', 'Vital: RR-avg3to5', 'Vital: PEF-avg3to5', 'Vital: Hearing-avg3to5', 'Vital: Vision-avg3to5', 'Vital: PainScale-avg3to5', 'Vital: Fundal Ht-avg5to7', 'Vital: HC-avg5to7', 'Vital: HC Percentile-avg5to7', 'Vital: Ht-avg5to7', 'Vital: Ht Percentile-avg5to7', 'Vital: Temp-avg5to7', 'Vital: BP-avg5to7', 'Vital: HR-avg5to7', 'Vital: PL-avg5to7', 'Vital: SpO2-avg5to7', 'Vital: RR-avg5to7', 'Vital: PEF-avg5to7', 'Vital: Hearing-avg5to7', 'Vital: Vision-avg5to7', 'Vital: PainScale-avg5to7', 'Vital: Fundal Ht-avg7to10', 'Vital: HC-avg7to10', 'Vital: HC Percentile-avg7to10', 'Vital: Ht-avg7to10', 'Vital: Ht Percentile-avg7to10', 'Vital: Temp-avg7to10', 'Vital: BP-avg7to10', 'Vital: HR-avg7to10', 'Vital: PL-avg7to10', 'Vital: SpO2-avg7to10', 'Vital: RR-avg7to10', 'Vital: PEF-avg7to10', 'Vital: Hearing-avg7to10', 'Vital: Vision-avg7to10', 'Vital: PainScale-avg7to10', 'Vital: Fundal Ht-avg10to13', 'Vital: HC-avg10to13', 'Vital: HC Percentile-avg10to13', 'Vital: Ht-avg10to13', 'Vital: Ht Percentile-avg10to13', 'Vital: Temp-avg10to13', 'Vital: BP-avg10to13', 'Vital: HR-avg10to13', 'Vital: PL-avg10to13', 'Vital: SpO2-avg10to13', 'Vital: RR-avg10to13', 'Vital: PEF-avg10to13', 'Vital: Hearing-avg10to13', 'Vital: Vision-avg10to13', 'Vital: PainScale-avg10to13', 'Vital: Fundal Ht-avg13to16', 'Vital: HC-avg13to16', 'Vital: HC Percentile-avg13to16', 'Vital: Ht-avg13to16', 'Vital: Ht Percentile-avg13to16', 'Vital: Temp-avg13to16', 'Vital: BP-avg13to16', 'Vital: HR-avg13to16', 'Vital: PL-avg13to16', 'Vital: SpO2-avg13to16', 'Vital: RR-avg13to16', 'Vital: PEF-avg13to16', 'Vital: Hearing-avg13to16', 'Vital: Vision-avg13to16', 'Vital: PainScale-avg13to16', 'Vital: Fundal Ht-avg16to19', 'Vital: HC-avg16to19', 'Vital: HC Percentile-avg16to19', 'Vital: Ht-avg16to19', 'Vital: Ht Percentile-avg16to19', 'Vital: Temp-avg16to19', 'Vital: BP-avg16to19', 'Vital: HR-avg16to19', 'Vital: PL-avg16to19', 'Vital: SpO2-avg16to19', 'Vital: RR-avg16to19', 'Vital: PEF-avg16to19', 'Vital: Hearing-avg16to19', 'Vital: Vision-avg16to19', 'Vital: PainScale-avg16to19', 'Vital: Fundal Ht-avg19to24', 'Vital: HC-avg19to24', 'Vital: HC Percentile-avg19to24', 'Vital: Ht-avg19to24', 'Vital: Ht Percentile-avg19to24', 'Vital: Temp-avg19to24', 'Vital: BP-avg19to24', 'Vital: HR-avg19to24', 'Vital: PL-avg19to24', 'Vital: SpO2-avg19to24', 'Vital: RR-avg19to24', 'Vital: PEF-avg19to24', 'Vital: Hearing-avg19to24', 'Vital: Vision-avg19to24', 'Vital: PainScale-avg19to24', 'Vital: HC-gain0to3', 'Vital: HC Percentile-gain0to3', 'Vital: Ht-gain0to3', 'Vital: Ht Percentile-gain0to3', 'Vital: HC-gain1to5', 'Vital: HC Percentile-gain1to5', 'Vital: Ht-gain1to5', 'Vital: Ht Percentile-gain1to5', 'Vital: HC-gain3to7', 'Vital: HC Percentile-gain3to7', 'Vital: Ht-gain3to7', 'Vital: Ht Percentile-gain3to7', 'Vital: HC-gain5to10', 'Vital: HC Percentile-gain5to10', 'Vital: Ht-gain5to10', 'Vital: Ht Percentile-gain5to10', 'Vital: HC-gain7to13', 'Vital: HC Percentile-gain7to13', 'Vital: Ht-gain7to13', 'Vital: Ht Percentile-gain7to13', 'Vital: HC-gain10to16', 'Vital: HC Percentile-gain10to16', 'Vital: Ht-gain10to16', 'Vital: Ht Percentile-gain10to16', 'Vital: HC-gain13to19', 'Vital: HC Percentile-gain13to19', 'Vital: Ht-gain13to19', 'Vital: Ht Percentile-gain13to19', 'Vital: HC-gain16to24', 'Vital: HC Percentile-gain16to24', 'Vital: Ht-gain16to24', 'Vital: Ht Percentile-gain16to24', 'Vital: HC-gain0to24', 'Vital: HC Percentile-gain0to24', 'Vital: Ht-gain0to24', 'Vital: Ht Percentile-gain0to24'] from 19290 variables to 1918
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Run 0 has 7 non-zero features and 1,911 zero-weight features AUC Train: 0.640, Explained Variance Score Train: 0.049 AUC Test: 0.644, Explained Variance Score Test: 0.038 Run 5 has 8 non-zero features and 1,910 zero-weight features AUC Train: 0.662, Explained Variance Score Train: 0.057 AUC Test: 0.605, Explained Variance Score Test: 0.041
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Run 1 has 9 non-zero features and 1,909 zero-weight features AUC Train: 0.670, Explained Variance Score Train: 0.065 AUC Test: 0.612, Explained Variance Score Test: 0.044 Run 3 has 11 non-zero features and 1,907 zero-weight features AUC Train: 0.660, Explained Variance Score Train: 0.067 AUC Test: 0.600, Explained Variance Score Test: 0.023 Run 7 has 12 non-zero features and 1,906 zero-weight features AUC Train: 0.673, Explained Variance Score Train: 0.064 AUC Test: 0.626, Explained Variance Score Test: 0.038 Run 8 has 8 non-zero features and 1,910 zero-weight features AUC Train: 0.652, Explained Variance Score Train: 0.045 AUC Test: 0.635, Explained Variance Score Test: 0.052 Run 2 has 11 non-zero features and 1,907 zero-weight features AUC Train: 0.658, Explained Variance Score Train: 0.057 AUC Test: 0.613, Explained Variance Score Test: 0.045 Run 4 has 10 non-zero features and 1,908 zero-weight features AUC Train: 0.661, Explained Variance Score Train: 0.060 AUC Test: 0.613, Explained Variance Score Test: 0.040
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Run 6 has 8 non-zero features and 1,910 zero-weight features AUC Train: 0.682, Explained Variance Score Train: 0.073 AUC Test: 0.562, Explained Variance Score Test: 0.027 Run 9 has 10 non-zero features and 1,908 zero-weight features AUC Train: 0.656, Explained Variance Score Train: 0.056 AUC Test: 0.605, Explained Variance Score Test: 0.033 1,895 features with 0 weights being filtered. 23 features remaining. filtered correlated features to: 6 corr matrix is filtered to size: (23, 6) output is: average: 16.487, min: 10.470, max: 35.320 total patients: 1,698, positive: 256.00, negative: 1,442.00 normalizing output... Using pre-prepared data 1698 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:1'] total size: 1,698 x 23 data saved to ../outputs_24_months_final_20180517/x2_girls_24_months_obese_lasso_fts_no_wt_bmi Time elapsed 0:14:41.236525 -----------------------------------------------------
for gender in [*data]:
for subset in [*data[gender]]:
for filt in [*data[gender][subset]]:
x2, y2, y2label, mrns2, ix_filter, feature_headers2, corr_headers_filtered, corr_matrix_filtered, ix_corr_headers = data[gender][subset][filt]['data']
print(gender, subset, filt, 'children:',x2.shape[0], 'features:',x2.shape[1],'pos:', y2label.sum())
boys no_min full children: 1751 features: 19290 pos: 386.0 boys no_min no_census children: 1751 features: 2026 pos: 386.0 boys no_min no_wt_bmi children: 1751 features: 1918 pos: 386.0 boys no_min wfl_19_24 children: 1751 features: 1 pos: 386.0 boys no_min wfl_latest children: 1751 features: 1 pos: 386.0 boys no_min bmi_19_24 children: 1751 features: 1 pos: 386.0 boys no_min bmi_latest children: 1751 features: 1 pos: 386.0 boys min_5 full children: 1751 features: 858 pos: 386.0 boys min_5 no_census children: 1751 features: 328 pos: 386.0 boys min_5 no_wt_bmi children: 1751 features: 254 pos: 386.0 boys lasso_fts full children: 1751 features: 35 pos: 386.0 boys lasso_fts no_census children: 1751 features: 28 pos: 386.0 boys lasso_fts no_wt_bmi children: 1751 features: 116 pos: 386.0 girls no_min full children: 1698 features: 19290 pos: 256.0 girls no_min no_census children: 1698 features: 2026 pos: 256.0 girls no_min no_wt_bmi children: 1698 features: 1918 pos: 256.0 girls no_min wfl_19_24 children: 1698 features: 1 pos: 256.0 girls no_min wfl_latest children: 1698 features: 1 pos: 256.0 girls no_min bmi_19_24 children: 1698 features: 1 pos: 256.0 girls no_min bmi_latest children: 1698 features: 1 pos: 256.0 girls min_5 full children: 1698 features: 875 pos: 256.0 girls min_5 no_census children: 1698 features: 333 pos: 256.0 girls min_5 no_wt_bmi children: 1698 features: 259 pos: 256.0 girls lasso_fts full children: 1698 features: 35 pos: 256.0 girls lasso_fts no_census children: 1698 features: 32 pos: 256.0 girls lasso_fts no_wt_bmi children: 1698 features: 23 pos: 256.0
title_list = []
auc_list = []
metric2_list = [] # R^2 for regression and accuracy for classification
metric3_list = [] # explained variance for regression and matthew's correlation coefficient for classification
results_list = []
features_list = []
# Boys test set creation
# x2, y2, y2label, mrns2, ix_filter, feature_headers2, corr_headers_filtered, corr_matrix_filtered, ix_corr_headers = data['boys']['no_min']['full']['data']
# N = x2.shape[0]
# test_ix_boys = list(range(0,N))
# random.shuffle(test_ix_boys)
# test_ix_boys = test_ix_boys[:int(N*0.2)]
# Girls test set creation
# x2, y2, y2label, mrns2, ix_filter, feature_headers2, corr_headers_filtered, corr_matrix_filtered, ix_corr_headers = data['girls']['no_min']['full']['data']
# N = x2.shape[0]
# test_ix_girls = list(range(0,N))
# random.shuffle(test_ix_girls)
# test_ix_girls = test_ix_girls[:int(N*0.2)]
# np.savez_compressed(newdir+'/test_ix', boys=test_ix_boys, girls=test_ix_girls)
test_ix = np.load('../outputs_24_months_final_20180420/test_ix.npz')
test_ix_boys = test_ix['boys']
test_ix_girls = test_ix['girls']
len(test_ix_boys), len(test_ix_girls)
(350, 339)
start = datetime.now()
for gender in [*data]:
test_ix = test_ix_boys if gender == 'boys' else test_ix_girls
for subset in [*data[gender]]:
for filt in [*data[gender][subset]]:
x2, y2, y2label, mrns2, ix_filter, feature_headers2, corr_headers_filtered, corr_matrix_filtered, ix_corr_headers = data[gender][subset][filt]['data']
for model_type in ('lasso','randomforest','gradientboost'):
for pred in ['regression']:
analysis_start = datetime.now()
reg = True if pred == 'regression' else False
print(gender, subset, filt, model_type, pred)
title = ' '.join([gender.title(),'-',model_type.title(),pred.title(),subset,filt,'@'+str(months_to), 'obese'])
(model_list, randix_track, ix_train_track, ix_val_track, test_ix,
results_arr, results_cols, feature_data, feature_data_cols,
auc_val_mean, auc_val_mean_ste, metric2_val_mean, metric2_val_mean_ste, metric3_val_mean, metric3_val_mean_ste,
auc_test_mean, auc_test_mean_ste, metric2_test_mean, metric2_test_mean_ste, metric3_test_mean, metric3_test_mean_ste) = \
train.train_model_for_bmi_parallel(x2, y2, y2label, feature_headers2, mrns2,
corr_headers_filtered, corr_matrix_filtered, ix_corr_headers,
modelType=model_type,
regression=reg,
test_ix=test_ix,
iters=100,
percentile=False,
feature_info=True)
title_list.append(title)
auc_list.append([auc_val_mean, auc_val_mean_ste, auc_test_mean, auc_test_mean_ste])
metric2_list.append([metric2_val_mean, metric2_val_mean_ste, metric2_test_mean, metric2_test_mean_ste])
metric3_list.append([metric3_val_mean, metric3_val_mean_ste, metric3_test_mean, metric3_test_mean_ste])
results_list.append(results_arr)
features_list.append(feature_data)
# fname = newdir+'_'.join(['/'+str(gender),str(months_to),'months_obese',str(model_type),str(pred),'index',str(subset),str(filt)])
# np.savez_compressed(fname, cv_ix=randix_track, train_ix=ix_train_track, val_ix=ix_val_track, test_ix=test_ix)
# print('Train/Validation/Test indices saved to:',fname)
# fname = newdir+'_'.join(['/'+str(gender),str(months_to),'months_obese',str(model_type),str(pred),'results',str(subset),str(filt)])
# np.savez_compressed(fname, results=results_arr, results_cols=results_cols, features=feature_data, feature_cols=feature_data_cols)
# print('Results saved to:',fname)
# fname = newdir+'_'.join(['/'+str(gender),str(months_to),'months_obese',str(model_type),str(pred),'models',str(subset),str(filt)])+'.pkl'
# pickle.dump(model_list, open(fname, 'wb'))
# print('Models saved to:',fname)
end_time = datetime.now()
print('Time to run analysis {}'.format(end_time - analysis_start))
print('Total Time elapsed {}'.format(end_time - start))
print('-----------------------------------------------------\n')
boys no_min full lasso regression Running batch 1 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 5, alpha = 0.001, R^2 train: 0.985, R^2 test: -2.358 Bootstrap CV 5, alpha = 0.005, R^2 train: 0.830, R^2 test: -0.469 Bootstrap CV 5, alpha = 0.01, R^2 train: 0.690, R^2 test: 0.013 Bootstrap CV 5, alpha = 0.1, R^2 train: 0.270, R^2 test: 0.337 best alpha via bootstrap CV: 0.1 AUC Train: 0.753, Explained Variance Score Train: 0.270 AUC Validation: 0.808, Explained Variance Score Validation: 0.386 AUC Test: 0.761, Explained Variance Score Test: 0.301 Bootstrap CV 4, alpha = 0.001, R^2 train: 0.990, R^2 test: -1.341 Bootstrap CV 4, alpha = 0.005, R^2 train: 0.904, R^2 test: -0.508 Bootstrap CV 4, alpha = 0.01, R^2 train: 0.812, R^2 test: -0.236 Bootstrap CV 4, alpha = 0.1, R^2 train: 0.296, R^2 test: 0.156 best alpha via bootstrap CV: 0.1 AUC Train: 0.784, Explained Variance Score Train: 0.296 AUC Validation: 0.696, Explained Variance Score Validation: 0.162 AUC Test: 0.774, Explained Variance Score Test: 0.290
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 8, alpha = 0.001, R^2 train: 0.981, R^2 test: -1.724 Bootstrap CV 8, alpha = 0.005, R^2 train: 0.880, R^2 test: -0.373 Bootstrap CV 8, alpha = 0.01, R^2 train: 0.781, R^2 test: -0.053 Bootstrap CV 8, alpha = 0.1, R^2 train: 0.362, R^2 test: 0.315 best alpha via bootstrap CV: 0.1 AUC Train: 0.752, Explained Variance Score Train: 0.362 AUC Validation: 0.789, Explained Variance Score Validation: 0.334 AUC Test: 0.767, Explained Variance Score Test: 0.299 Bootstrap CV 1, alpha = 0.001, R^2 train: 0.978, R^2 test: -1.207 Bootstrap CV 1, alpha = 0.005, R^2 train: 0.830, R^2 test: -0.253 Bootstrap CV 1, alpha = 0.01, R^2 train: 0.684, R^2 test: 0.056 Bootstrap CV 1, alpha = 0.1, R^2 train: 0.272, R^2 test: 0.241 best alpha via bootstrap CV: 0.1 AUC Train: 0.796, Explained Variance Score Train: 0.272 AUC Validation: 0.742, Explained Variance Score Validation: 0.241 AUC Test: 0.769, Explained Variance Score Test: 0.275
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 7, alpha = 0.001, R^2 train: 0.988, R^2 test: -0.810 Bootstrap CV 7, alpha = 0.005, R^2 train: 0.909, R^2 test: -0.038 Bootstrap CV 7, alpha = 0.01, R^2 train: 0.832, R^2 test: 0.070 Bootstrap CV 7, alpha = 0.1, R^2 train: 0.330, R^2 test: 0.231 best alpha via bootstrap CV: 0.1 AUC Train: 0.744, Explained Variance Score Train: 0.330 AUC Validation: 0.738, Explained Variance Score Validation: 0.232 AUC Test: 0.760, Explained Variance Score Test: 0.307 Bootstrap CV 2, alpha = 0.001, R^2 train: 0.991, R^2 test: -0.197 Bootstrap CV 2, alpha = 0.005, R^2 train: 0.911, R^2 test: 0.194 Bootstrap CV 2, alpha = 0.01, R^2 train: 0.809, R^2 test: 0.257 Bootstrap CV 2, alpha = 0.1, R^2 train: 0.283, R^2 test: 0.281 best alpha via bootstrap CV: 0.1 AUC Train: 0.830, Explained Variance Score Train: 0.283 AUC Validation: 0.816, Explained Variance Score Validation: 0.301 AUC Test: 0.756, Explained Variance Score Test: 0.289 Bootstrap CV 13, alpha = 0.001, R^2 train: 0.987, R^2 test: -1.130 Bootstrap CV 13, alpha = 0.005, R^2 train: 0.872, R^2 test: -0.250 Bootstrap CV 13, alpha = 0.01, R^2 train: 0.737, R^2 test: 0.143 Bootstrap CV 13, alpha = 0.1, R^2 train: 0.275, R^2 test: 0.266 best alpha via bootstrap CV: 0.1 AUC Train: 0.697, Explained Variance Score Train: 0.275 AUC Validation: 0.760, Explained Variance Score Validation: 0.268 AUC Test: 0.767, Explained Variance Score Test: 0.281
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 14, alpha = 0.001, R^2 train: 0.989, R^2 test: -0.849 Bootstrap CV 14, alpha = 0.005, R^2 train: 0.915, R^2 test: -0.076 Bootstrap CV 14, alpha = 0.01, R^2 train: 0.827, R^2 test: 0.026 Bootstrap CV 14, alpha = 0.1, R^2 train: 0.438, R^2 test: 0.235 best alpha via bootstrap CV: 0.1 AUC Train: 0.866, Explained Variance Score Train: 0.438 AUC Validation: 0.673, Explained Variance Score Validation: 0.238 AUC Test: 0.770, Explained Variance Score Test: 0.309 Bootstrap CV 6, alpha = 0.001, R^2 train: 0.989, R^2 test: -1.363 Bootstrap CV 6, alpha = 0.005, R^2 train: 0.892, R^2 test: -0.327 Bootstrap CV 6, alpha = 0.01, R^2 train: 0.777, R^2 test: -0.046 Bootstrap CV 6, alpha = 0.1, R^2 train: 0.242, R^2 test: 0.210 best alpha via bootstrap CV: 0.1 AUC Train: 0.753, Explained Variance Score Train: 0.242 AUC Validation: 0.739, Explained Variance Score Validation: 0.230 AUC Test: 0.760, Explained Variance Score Test: 0.258 Bootstrap CV 3, alpha = 0.001, R^2 train: 0.982, R^2 test: -2.933 Bootstrap CV 3, alpha = 0.005, R^2 train: 0.830, R^2 test: -0.533 Bootstrap CV 3, alpha = 0.01, R^2 train: 0.687, R^2 test: -0.091 Bootstrap CV 3, alpha = 0.1, R^2 train: 0.268, R^2 test: 0.242 best alpha via bootstrap CV: 0.1 AUC Train: 0.747, Explained Variance Score Train: 0.268 AUC Validation: 0.832, Explained Variance Score Validation: 0.263 AUC Test: 0.760, Explained Variance Score Test: 0.290 Bootstrap CV 0, alpha = 0.001, R^2 train: 0.989, R^2 test: -1.565 Bootstrap CV 0, alpha = 0.005, R^2 train: 0.907, R^2 test: -0.544 Bootstrap CV 0, alpha = 0.01, R^2 train: 0.817, R^2 test: -0.252 Bootstrap CV 0, alpha = 0.1, R^2 train: 0.381, R^2 test: 0.306 best alpha via bootstrap CV: 0.1 AUC Train: 0.825, Explained Variance Score Train: 0.381 AUC Validation: 0.702, Explained Variance Score Validation: 0.316 AUC Test: 0.758, Explained Variance Score Test: 0.297 Bootstrap CV 15, alpha = 0.001, R^2 train: 0.975, R^2 test: -2.664 Bootstrap CV 15, alpha = 0.005, R^2 train: 0.812, R^2 test: -0.479 Bootstrap CV 15, alpha = 0.01, R^2 train: 0.696, R^2 test: -0.106 Bootstrap CV 15, alpha = 0.1, R^2 train: 0.284, R^2 test: 0.241 best alpha via bootstrap CV: 0.1 AUC Train: 0.818, Explained Variance Score Train: 0.284 AUC Validation: 0.832, Explained Variance Score Validation: 0.269 AUC Test: 0.770, Explained Variance Score Test: 0.312 Bootstrap CV 10, alpha = 0.001, R^2 train: 0.988, R^2 test: -2.354 Bootstrap CV 10, alpha = 0.005, R^2 train: 0.889, R^2 test: -0.683 Bootstrap CV 10, alpha = 0.01, R^2 train: 0.784, R^2 test: -0.105 Bootstrap CV 10, alpha = 0.1, R^2 train: 0.328, R^2 test: 0.321 best alpha via bootstrap CV: 0.1 AUC Train: 0.787, Explained Variance Score Train: 0.328 AUC Validation: 0.742, Explained Variance Score Validation: 0.324 AUC Test: 0.750, Explained Variance Score Test: 0.277 Bootstrap CV 11, alpha = 0.001, R^2 train: 0.986, R^2 test: -0.920 Bootstrap CV 11, alpha = 0.005, R^2 train: 0.892, R^2 test: -0.046 Bootstrap CV 11, alpha = 0.01, R^2 train: 0.769, R^2 test: 0.214 Bootstrap CV 11, alpha = 0.1, R^2 train: 0.352, R^2 test: 0.346 best alpha via bootstrap CV: 0.1 AUC Train: 0.750, Explained Variance Score Train: 0.352 AUC Validation: 0.764, Explained Variance Score Validation: 0.348 AUC Test: 0.768, Explained Variance Score Test: 0.294 Bootstrap CV 12, alpha = 0.001, R^2 train: 0.979, R^2 test: -2.085 Bootstrap CV 12, alpha = 0.005, R^2 train: 0.820, R^2 test: -0.564 Bootstrap CV 12, alpha = 0.01, R^2 train: 0.715, R^2 test: -0.215 Bootstrap CV 12, alpha = 0.1, R^2 train: 0.307, R^2 test: 0.156 best alpha via bootstrap CV: 0.1 AUC Train: 0.801, Explained Variance Score Train: 0.307 AUC Validation: 0.705, Explained Variance Score Validation: 0.177 AUC Test: 0.753, Explained Variance Score Test: 0.283 Bootstrap CV 9, alpha = 0.001, R^2 train: 0.990, R^2 test: -1.966 Bootstrap CV 9, alpha = 0.005, R^2 train: 0.880, R^2 test: -0.517 Bootstrap CV 9, alpha = 0.01, R^2 train: 0.751, R^2 test: -0.032 Bootstrap CV 9, alpha = 0.1, R^2 train: 0.349, R^2 test: 0.232 best alpha via bootstrap CV: 0.1 AUC Train: 0.847, Explained Variance Score Train: 0.349 AUC Validation: 0.700, Explained Variance Score Validation: 0.236 AUC Test: 0.750, Explained Variance Score Test: 0.302 Running batch 2 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 17, alpha = 0.001, R^2 train: 0.985, R^2 test: -2.199 Bootstrap CV 17, alpha = 0.005, R^2 train: 0.861, R^2 test: -0.572 Bootstrap CV 17, alpha = 0.01, R^2 train: 0.755, R^2 test: -0.200 Bootstrap CV 17, alpha = 0.1, R^2 train: 0.280, R^2 test: 0.267 best alpha via bootstrap CV: 0.1 AUC Train: 0.775, Explained Variance Score Train: 0.280 AUC Validation: 0.793, Explained Variance Score Validation: 0.400 AUC Test: 0.774, Explained Variance Score Test: 0.284
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 19, alpha = 0.001, R^2 train: 0.993, R^2 test: -0.430 Bootstrap CV 19, alpha = 0.005, R^2 train: 0.922, R^2 test: -0.117 Bootstrap CV 19, alpha = 0.01, R^2 train: 0.828, R^2 test: 0.018 Bootstrap CV 19, alpha = 0.1, R^2 train: 0.330, R^2 test: 0.227 best alpha via bootstrap CV: 0.1 AUC Train: 0.721, Explained Variance Score Train: 0.330 AUC Validation: 0.748, Explained Variance Score Validation: 0.227 AUC Test: 0.757, Explained Variance Score Test: 0.296
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 22, alpha = 0.001, R^2 train: 0.988, R^2 test: -0.566 Bootstrap CV 22, alpha = 0.005, R^2 train: 0.895, R^2 test: 0.068 Bootstrap CV 22, alpha = 0.01, R^2 train: 0.791, R^2 test: 0.260 Bootstrap CV 22, alpha = 0.1, R^2 train: 0.398, R^2 test: 0.311 best alpha via bootstrap CV: 0.1 AUC Train: 0.802, Explained Variance Score Train: 0.398 AUC Validation: 0.780, Explained Variance Score Validation: 0.314 AUC Test: 0.770, Explained Variance Score Test: 0.284 Bootstrap CV 23, alpha = 0.001, R^2 train: 0.979, R^2 test: -2.913 Bootstrap CV 23, alpha = 0.005, R^2 train: 0.830, R^2 test: -0.515 Bootstrap CV 23, alpha = 0.01, R^2 train: 0.706, R^2 test: -0.200 Bootstrap CV 23, alpha = 0.1, R^2 train: 0.270, R^2 test: 0.241 best alpha via bootstrap CV: 0.1 AUC Train: 0.751, Explained Variance Score Train: 0.270 AUC Validation: 0.756, Explained Variance Score Validation: 0.241 AUC Test: 0.750, Explained Variance Score Test: 0.256 Bootstrap CV 20, alpha = 0.001, R^2 train: 0.988, R^2 test: -1.016 Bootstrap CV 20, alpha = 0.005, R^2 train: 0.878, R^2 test: -0.492 Bootstrap CV 20, alpha = 0.01, R^2 train: 0.755, R^2 test: -0.128 Bootstrap CV 20, alpha = 0.1, R^2 train: 0.321, R^2 test: 0.190 best alpha via bootstrap CV: 0.1 AUC Train: 0.762, Explained Variance Score Train: 0.321 AUC Validation: 0.648, Explained Variance Score Validation: 0.190 AUC Test: 0.765, Explained Variance Score Test: 0.278
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 24, alpha = 0.001, R^2 train: 0.984, R^2 test: -2.192 Bootstrap CV 24, alpha = 0.005, R^2 train: 0.851, R^2 test: -0.353 Bootstrap CV 24, alpha = 0.01, R^2 train: 0.730, R^2 test: 0.010 Bootstrap CV 24, alpha = 0.1, R^2 train: 0.255, R^2 test: 0.288 best alpha via bootstrap CV: 0.1 AUC Train: 0.761, Explained Variance Score Train: 0.255 AUC Validation: 0.706, Explained Variance Score Validation: 0.296 AUC Test: 0.750, Explained Variance Score Test: 0.283
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 21, alpha = 0.001, R^2 train: 0.976, R^2 test: -5.078 Bootstrap CV 21, alpha = 0.005, R^2 train: 0.850, R^2 test: -1.708 Bootstrap CV 21, alpha = 0.01, R^2 train: 0.718, R^2 test: -0.671 Bootstrap CV 21, alpha = 0.1, R^2 train: 0.293, R^2 test: 0.256 best alpha via bootstrap CV: 0.1 AUC Train: 0.820, Explained Variance Score Train: 0.293 AUC Validation: 0.676, Explained Variance Score Validation: 0.277 AUC Test: 0.755, Explained Variance Score Test: 0.309 Bootstrap CV 25, alpha = 0.001, R^2 train: 0.982, R^2 test: -1.282 Bootstrap CV 25, alpha = 0.005, R^2 train: 0.867, R^2 test: -0.559 Bootstrap CV 25, alpha = 0.01, R^2 train: 0.749, R^2 test: -0.339 Bootstrap CV 25, alpha = 0.1, R^2 train: 0.307, R^2 test: 0.059 best alpha via bootstrap CV: 0.1 AUC Train: 0.813, Explained Variance Score Train: 0.307 AUC Validation: 0.588, Explained Variance Score Validation: 0.067 AUC Test: 0.755, Explained Variance Score Test: 0.284 Bootstrap CV 27, alpha = 0.001, R^2 train: 0.991, R^2 test: -0.834 Bootstrap CV 27, alpha = 0.005, R^2 train: 0.887, R^2 test: -0.203 Bootstrap CV 27, alpha = 0.01, R^2 train: 0.748, R^2 test: 0.045 Bootstrap CV 27, alpha = 0.1, R^2 train: 0.279, R^2 test: 0.175 best alpha via bootstrap CV: 0.1 AUC Train: 0.788, Explained Variance Score Train: 0.279 AUC Validation: 0.762, Explained Variance Score Validation: 0.175 AUC Test: 0.762, Explained Variance Score Test: 0.306 Bootstrap CV 29, alpha = 0.001, R^2 train: 0.992, R^2 test: -0.380 Bootstrap CV 29, alpha = 0.005, R^2 train: 0.908, R^2 test: 0.058 Bootstrap CV 29, alpha = 0.01, R^2 train: 0.800, R^2 test: 0.161 Bootstrap CV 29, alpha = 0.1, R^2 train: 0.406, R^2 test: 0.389 best alpha via bootstrap CV: 0.1 AUC Train: 0.809, Explained Variance Score Train: 0.406 AUC Validation: 0.820, Explained Variance Score Validation: 0.390 AUC Test: 0.764, Explained Variance Score Test: 0.297 Bootstrap CV 16, alpha = 0.001, R^2 train: 0.991, R^2 test: -0.348 Bootstrap CV 16, alpha = 0.005, R^2 train: 0.921, R^2 test: -0.075 Bootstrap CV 16, alpha = 0.01, R^2 train: 0.817, R^2 test: 0.059 Bootstrap CV 16, alpha = 0.1, R^2 train: 0.418, R^2 test: 0.222 best alpha via bootstrap CV: 0.1 AUC Train: 0.847, Explained Variance Score Train: 0.418 AUC Validation: 0.751, Explained Variance Score Validation: 0.281 AUC Test: 0.758, Explained Variance Score Test: 0.280 Bootstrap CV 30, alpha = 0.001, R^2 train: 0.985, R^2 test: -0.867 Bootstrap CV 30, alpha = 0.005, R^2 train: 0.863, R^2 test: 0.065 Bootstrap CV 30, alpha = 0.01, R^2 train: 0.751, R^2 test: 0.125 Bootstrap CV 30, alpha = 0.1, R^2 train: 0.402, R^2 test: 0.291 best alpha via bootstrap CV: 0.1 AUC Train: 0.789, Explained Variance Score Train: 0.402 AUC Validation: 0.755, Explained Variance Score Validation: 0.303 AUC Test: 0.758, Explained Variance Score Test: 0.284 Bootstrap CV 31, alpha = 0.001, R^2 train: 0.992, R^2 test: -1.033 Bootstrap CV 31, alpha = 0.005, R^2 train: 0.908, R^2 test: -0.521 Bootstrap CV 31, alpha = 0.01, R^2 train: 0.809, R^2 test: -0.277 Bootstrap CV 31, alpha = 0.1, R^2 train: 0.194, R^2 test: 0.287 best alpha via bootstrap CV: 0.1 AUC Train: 0.734, Explained Variance Score Train: 0.194 AUC Validation: 0.825, Explained Variance Score Validation: 0.287 AUC Test: 0.745, Explained Variance Score Test: 0.248 Bootstrap CV 28, alpha = 0.001, R^2 train: 0.987, R^2 test: -1.097 Bootstrap CV 28, alpha = 0.005, R^2 train: 0.868, R^2 test: -0.203 Bootstrap CV 28, alpha = 0.01, R^2 train: 0.737, R^2 test: 0.027 Bootstrap CV 28, alpha = 0.1, R^2 train: 0.279, R^2 test: 0.290 best alpha via bootstrap CV: 0.1 AUC Train: 0.758, Explained Variance Score Train: 0.279 AUC Validation: 0.733, Explained Variance Score Validation: 0.290 AUC Test: 0.759, Explained Variance Score Test: 0.281 Bootstrap CV 26, alpha = 0.001, R^2 train: 0.981, R^2 test: -2.120 Bootstrap CV 26, alpha = 0.005, R^2 train: 0.847, R^2 test: -0.424 Bootstrap CV 26, alpha = 0.01, R^2 train: 0.751, R^2 test: -0.158 Bootstrap CV 26, alpha = 0.1, R^2 train: 0.340, R^2 test: 0.184 best alpha via bootstrap CV: 0.1 AUC Train: 0.781, Explained Variance Score Train: 0.340 AUC Validation: 0.771, Explained Variance Score Validation: 0.239 AUC Test: 0.768, Explained Variance Score Test: 0.278 Bootstrap CV 18, alpha = 0.001, R^2 train: 0.983, R^2 test: -0.737 Bootstrap CV 18, alpha = 0.005, R^2 train: 0.885, R^2 test: -0.109 Bootstrap CV 18, alpha = 0.01, R^2 train: 0.769, R^2 test: 0.102 Bootstrap CV 18, alpha = 0.1, R^2 train: 0.290, R^2 test: 0.273 best alpha via bootstrap CV: 0.1 AUC Train: 0.769, Explained Variance Score Train: 0.290 AUC Validation: 0.828, Explained Variance Score Validation: 0.273 AUC Test: 0.757, Explained Variance Score Test: 0.286 Running batch 3 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 33, alpha = 0.001, R^2 train: 0.991, R^2 test: -0.501 Bootstrap CV 33, alpha = 0.005, R^2 train: 0.900, R^2 test: 0.016 Bootstrap CV 33, alpha = 0.01, R^2 train: 0.797, R^2 test: 0.144 Bootstrap CV 33, alpha = 0.1, R^2 train: 0.372, R^2 test: 0.277 best alpha via bootstrap CV: 0.1 AUC Train: 0.760, Explained Variance Score Train: 0.372 AUC Validation: 0.801, Explained Variance Score Validation: 0.279 AUC Test: 0.753, Explained Variance Score Test: 0.280
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 42, alpha = 0.001, R^2 train: 0.987, R^2 test: -0.470 Bootstrap CV 42, alpha = 0.005, R^2 train: 0.889, R^2 test: -0.034 Bootstrap CV 42, alpha = 0.01, R^2 train: 0.807, R^2 test: 0.150 Bootstrap CV 42, alpha = 0.1, R^2 train: 0.411, R^2 test: 0.264 best alpha via bootstrap CV: 0.1 AUC Train: 0.818, Explained Variance Score Train: 0.411 AUC Validation: 0.750, Explained Variance Score Validation: 0.265 AUC Test: 0.755, Explained Variance Score Test: 0.286
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 44, alpha = 0.001, R^2 train: 0.984, R^2 test: -1.115 Bootstrap CV 44, alpha = 0.005, R^2 train: 0.886, R^2 test: -0.519 Bootstrap CV 44, alpha = 0.01, R^2 train: 0.757, R^2 test: -0.075 Bootstrap CV 44, alpha = 0.1, R^2 train: 0.236, R^2 test: 0.265 best alpha via bootstrap CV: 0.1 AUC Train: 0.741, Explained Variance Score Train: 0.236 AUC Validation: 0.726, Explained Variance Score Validation: 0.265 AUC Test: 0.764, Explained Variance Score Test: 0.271 Bootstrap CV 40, alpha = 0.001, R^2 train: 0.993, R^2 test: -1.063 Bootstrap CV 40, alpha = 0.005, R^2 train: 0.918, R^2 test: -0.268 Bootstrap CV 40, alpha = 0.01, R^2 train: 0.829, R^2 test: -0.035 Bootstrap CV 40, alpha = 0.1, R^2 train: 0.333, R^2 test: 0.233 best alpha via bootstrap CV: 0.1 AUC Train: 0.804, Explained Variance Score Train: 0.333 AUC Validation: 0.753, Explained Variance Score Validation: 0.256 AUC Test: 0.769, Explained Variance Score Test: 0.305 Bootstrap CV 43, alpha = 0.001, R^2 train: 0.979, R^2 test: -0.954 Bootstrap CV 43, alpha = 0.005, R^2 train: 0.866, R^2 test: 0.060 Bootstrap CV 43, alpha = 0.01, R^2 train: 0.774, R^2 test: 0.209 Bootstrap CV 43, alpha = 0.1, R^2 train: 0.288, R^2 test: 0.385 best alpha via bootstrap CV: 0.1 AUC Train: 0.763, Explained Variance Score Train: 0.288 AUC Validation: 0.811, Explained Variance Score Validation: 0.385 AUC Test: 0.759, Explained Variance Score Test: 0.307 Bootstrap CV 32, alpha = 0.001, R^2 train: 0.984, R^2 test: -1.114 Bootstrap CV 32, alpha = 0.005, R^2 train: 0.867, R^2 test: -0.071 Bootstrap CV 32, alpha = 0.01, R^2 train: 0.751, R^2 test: 0.187 Bootstrap CV 32, alpha = 0.1, R^2 train: 0.324, R^2 test: 0.359 best alpha via bootstrap CV: 0.1 AUC Train: 0.800, Explained Variance Score Train: 0.324 AUC Validation: 0.825, Explained Variance Score Validation: 0.368 AUC Test: 0.756, Explained Variance Score Test: 0.272 Bootstrap CV 36, alpha = 0.001, R^2 train: 0.987, R^2 test: -0.772 Bootstrap CV 36, alpha = 0.005, R^2 train: 0.886, R^2 test: -0.169 Bootstrap CV 36, alpha = 0.01, R^2 train: 0.772, R^2 test: 0.000 Bootstrap CV 36, alpha = 0.1, R^2 train: 0.349, R^2 test: 0.146 best alpha via bootstrap CV: 0.1 AUC Train: 0.775, Explained Variance Score Train: 0.349 AUC Validation: 0.739, Explained Variance Score Validation: 0.146 AUC Test: 0.778, Explained Variance Score Test: 0.296 Bootstrap CV 34, alpha = 0.001, R^2 train: 0.981, R^2 test: -0.336 Bootstrap CV 34, alpha = 0.005, R^2 train: 0.892, R^2 test: 0.078 Bootstrap CV 34, alpha = 0.01, R^2 train: 0.803, R^2 test: 0.162 Bootstrap CV 34, alpha = 0.1, R^2 train: 0.315, R^2 test: 0.245 best alpha via bootstrap CV: 0.1 AUC Train: 0.751, Explained Variance Score Train: 0.315 AUC Validation: 0.819, Explained Variance Score Validation: 0.246 AUC Test: 0.758, Explained Variance Score Test: 0.274 Bootstrap CV 46, alpha = 0.001, R^2 train: 0.979, R^2 test: -1.399 Bootstrap CV 46, alpha = 0.005, R^2 train: 0.863, R^2 test: -0.075 Bootstrap CV 46, alpha = 0.01, R^2 train: 0.755, R^2 test: 0.062 Bootstrap CV 46, alpha = 0.1, R^2 train: 0.290, R^2 test: 0.230 best alpha via bootstrap CV: 0.1 AUC Train: 0.800, Explained Variance Score Train: 0.290 AUC Validation: 0.780, Explained Variance Score Validation: 0.234 AUC Test: 0.769, Explained Variance Score Test: 0.295 Bootstrap CV 35, alpha = 0.001, R^2 train: 0.987, R^2 test: -1.559 Bootstrap CV 35, alpha = 0.005, R^2 train: 0.886, R^2 test: -0.448 Bootstrap CV 35, alpha = 0.01, R^2 train: 0.759, R^2 test: -0.143 Bootstrap CV 35, alpha = 0.1, R^2 train: 0.283, R^2 test: 0.241 best alpha via bootstrap CV: 0.1 AUC Train: 0.801, Explained Variance Score Train: 0.283 AUC Validation: 0.707, Explained Variance Score Validation: 0.251 AUC Test: 0.760, Explained Variance Score Test: 0.288 Bootstrap CV 45, alpha = 0.001, R^2 train: 0.986, R^2 test: -1.660 Bootstrap CV 45, alpha = 0.005, R^2 train: 0.905, R^2 test: -0.800 Bootstrap CV 45, alpha = 0.01, R^2 train: 0.815, R^2 test: -0.428 Bootstrap CV 45, alpha = 0.1, R^2 train: 0.342, R^2 test: 0.053 best alpha via bootstrap CV: 0.1 AUC Train: 0.781, Explained Variance Score Train: 0.342 AUC Validation: 0.692, Explained Variance Score Validation: 0.122 AUC Test: 0.743, Explained Variance Score Test: 0.273 Bootstrap CV 39, alpha = 0.001, R^2 train: 0.971, R^2 test: -0.393 Bootstrap CV 39, alpha = 0.005, R^2 train: 0.848, R^2 test: 0.226 Bootstrap CV 39, alpha = 0.01, R^2 train: 0.738, R^2 test: 0.284 Bootstrap CV 39, alpha = 0.1, R^2 train: 0.343, R^2 test: 0.286 best alpha via bootstrap CV: 0.1 AUC Train: 0.807, Explained Variance Score Train: 0.343 AUC Validation: 0.788, Explained Variance Score Validation: 0.289 AUC Test: 0.752, Explained Variance Score Test: 0.280 Bootstrap CV 47, alpha = 0.001, R^2 train: 0.982, R^2 test: -3.421 Bootstrap CV 47, alpha = 0.005, R^2 train: 0.858, R^2 test: -0.978 Bootstrap CV 47, alpha = 0.01, R^2 train: 0.716, R^2 test: -0.310 Bootstrap CV 47, alpha = 0.1, R^2 train: 0.328, R^2 test: 0.202 best alpha via bootstrap CV: 0.1 AUC Train: 0.794, Explained Variance Score Train: 0.328 AUC Validation: 0.690, Explained Variance Score Validation: 0.204 AUC Test: 0.759, Explained Variance Score Test: 0.292 Bootstrap CV 37, alpha = 0.001, R^2 train: 0.985, R^2 test: -0.598 Bootstrap CV 37, alpha = 0.005, R^2 train: 0.867, R^2 test: 0.001 Bootstrap CV 37, alpha = 0.01, R^2 train: 0.738, R^2 test: 0.096 Bootstrap CV 37, alpha = 0.1, R^2 train: 0.267, R^2 test: 0.196 best alpha via bootstrap CV: 0.1 AUC Train: 0.759, Explained Variance Score Train: 0.267 AUC Validation: 0.742, Explained Variance Score Validation: 0.214 AUC Test: 0.772, Explained Variance Score Test: 0.284 Bootstrap CV 38, alpha = 0.001, R^2 train: 0.988, R^2 test: -2.519 Bootstrap CV 38, alpha = 0.005, R^2 train: 0.866, R^2 test: -0.730 Bootstrap CV 38, alpha = 0.01, R^2 train: 0.759, R^2 test: -0.319 Bootstrap CV 38, alpha = 0.1, R^2 train: 0.227, R^2 test: 0.150 best alpha via bootstrap CV: 0.1 AUC Train: 0.769, Explained Variance Score Train: 0.227 AUC Validation: 0.735, Explained Variance Score Validation: 0.197 AUC Test: 0.754, Explained Variance Score Test: 0.257 Bootstrap CV 41, alpha = 0.001, R^2 train: 0.990, R^2 test: -1.638 Bootstrap CV 41, alpha = 0.005, R^2 train: 0.908, R^2 test: -0.568 Bootstrap CV 41, alpha = 0.01, R^2 train: 0.830, R^2 test: -0.247 Bootstrap CV 41, alpha = 0.1, R^2 train: 0.346, R^2 test: 0.227 best alpha via bootstrap CV: 0.1 AUC Train: 0.733, Explained Variance Score Train: 0.346 AUC Validation: 0.794, Explained Variance Score Validation: 0.239 AUC Test: 0.747, Explained Variance Score Test: 0.287 Running batch 4 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 49, alpha = 0.001, R^2 train: 0.989, R^2 test: -0.919 Bootstrap CV 49, alpha = 0.005, R^2 train: 0.928, R^2 test: -0.358 Bootstrap CV 49, alpha = 0.01, R^2 train: 0.834, R^2 test: 0.015 Bootstrap CV 49, alpha = 0.1, R^2 train: 0.375, R^2 test: 0.314 best alpha via bootstrap CV: 0.1 AUC Train: 0.786, Explained Variance Score Train: 0.375 AUC Validation: 0.791, Explained Variance Score Validation: 0.314 AUC Test: 0.757, Explained Variance Score Test: 0.293 Bootstrap CV 48, alpha = 0.001, R^2 train: 0.965, R^2 test: -0.828 Bootstrap CV 48, alpha = 0.005, R^2 train: 0.825, R^2 test: -0.153 Bootstrap CV 48, alpha = 0.01, R^2 train: 0.695, R^2 test: -0.029 Bootstrap CV 48, alpha = 0.1, R^2 train: 0.314, R^2 test: 0.109 best alpha via bootstrap CV: 0.1 AUC Train: 0.870, Explained Variance Score Train: 0.314 AUC Validation: 0.673, Explained Variance Score Validation: 0.149 AUC Test: 0.766, Explained Variance Score Test: 0.290
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 52, alpha = 0.001, R^2 train: 0.990, R^2 test: -0.708 Bootstrap CV 52, alpha = 0.005, R^2 train: 0.899, R^2 test: -0.189 Bootstrap CV 52, alpha = 0.01, R^2 train: 0.804, R^2 test: -0.082 Bootstrap CV 52, alpha = 0.1, R^2 train: 0.279, R^2 test: 0.140 best alpha via bootstrap CV: 0.1 AUC Train: 0.729, Explained Variance Score Train: 0.279 AUC Validation: 0.724, Explained Variance Score Validation: 0.147 AUC Test: 0.729, Explained Variance Score Test: 0.258
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 56, alpha = 0.001, R^2 train: 0.993, R^2 test: -1.901 Bootstrap CV 56, alpha = 0.005, R^2 train: 0.920, R^2 test: -0.908 Bootstrap CV 56, alpha = 0.01, R^2 train: 0.825, R^2 test: -0.486 Bootstrap CV 56, alpha = 0.1, R^2 train: 0.360, R^2 test: -0.020 best alpha via bootstrap CV: 0.1 AUC Train: 0.773, Explained Variance Score Train: 0.360 AUC Validation: 0.699, Explained Variance Score Validation: 0.073 AUC Test: 0.769, Explained Variance Score Test: 0.320
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 60, alpha = 0.001, R^2 train: 0.987, R^2 test: -1.956 Bootstrap CV 60, alpha = 0.005, R^2 train: 0.866, R^2 test: -0.505 Bootstrap CV 60, alpha = 0.01, R^2 train: 0.742, R^2 test: 0.030 Bootstrap CV 60, alpha = 0.1, R^2 train: 0.274, R^2 test: 0.336 best alpha via bootstrap CV: 0.1 AUC Train: 0.811, Explained Variance Score Train: 0.274 AUC Validation: 0.839, Explained Variance Score Validation: 0.340 AUC Test: 0.747, Explained Variance Score Test: 0.287 Bootstrap CV 57, alpha = 0.001, R^2 train: 0.993, R^2 test: -3.010 Bootstrap CV 57, alpha = 0.005, R^2 train: 0.897, R^2 test: -1.143 Bootstrap CV 57, alpha = 0.01, R^2 train: 0.771, R^2 test: -0.467 Bootstrap CV 57, alpha = 0.1, R^2 train: 0.273, R^2 test: 0.073 best alpha via bootstrap CV: 0.1 AUC Train: 0.801, Explained Variance Score Train: 0.273 AUC Validation: 0.652, Explained Variance Score Validation: 0.078 AUC Test: 0.769, Explained Variance Score Test: 0.296 Bootstrap CV 61, alpha = 0.001, R^2 train: 0.987, R^2 test: -0.522 Bootstrap CV 61, alpha = 0.005, R^2 train: 0.890, R^2 test: 0.001 Bootstrap CV 61, alpha = 0.01, R^2 train: 0.798, R^2 test: 0.083 Bootstrap CV 61, alpha = 0.1, R^2 train: 0.427, R^2 test: 0.268 best alpha via bootstrap CV: 0.1 AUC Train: 0.709, Explained Variance Score Train: 0.427 AUC Validation: 0.778, Explained Variance Score Validation: 0.269 AUC Test: 0.762, Explained Variance Score Test: 0.312 Bootstrap CV 58, alpha = 0.001, R^2 train: 0.985, R^2 test: -2.163 Bootstrap CV 58, alpha = 0.005, R^2 train: 0.860, R^2 test: -0.460 Bootstrap CV 58, alpha = 0.01, R^2 train: 0.726, R^2 test: -0.095 Bootstrap CV 58, alpha = 0.1, R^2 train: 0.278, R^2 test: 0.251 best alpha via bootstrap CV: 0.1 AUC Train: 0.747, Explained Variance Score Train: 0.278 AUC Validation: 0.706, Explained Variance Score Validation: 0.251 AUC Test: 0.767, Explained Variance Score Test: 0.291
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 59, alpha = 0.001, R^2 train: 0.984, R^2 test: -1.262 Bootstrap CV 59, alpha = 0.005, R^2 train: 0.858, R^2 test: -0.373 Bootstrap CV 59, alpha = 0.01, R^2 train: 0.749, R^2 test: -0.070 Bootstrap CV 59, alpha = 0.1, R^2 train: 0.260, R^2 test: 0.204 best alpha via bootstrap CV: 0.1 AUC Train: 0.831, Explained Variance Score Train: 0.260 AUC Validation: 0.776, Explained Variance Score Validation: 0.218 AUC Test: 0.776, Explained Variance Score Test: 0.273 Bootstrap CV 55, alpha = 0.001, R^2 train: 0.990, R^2 test: -0.641 Bootstrap CV 55, alpha = 0.005, R^2 train: 0.908, R^2 test: 0.059 Bootstrap CV 55, alpha = 0.01, R^2 train: 0.810, R^2 test: 0.194 Bootstrap CV 55, alpha = 0.1, R^2 train: 0.332, R^2 test: 0.282 best alpha via bootstrap CV: 0.1 AUC Train: 0.814, Explained Variance Score Train: 0.332 AUC Validation: 0.802, Explained Variance Score Validation: 0.282 AUC Test: 0.758, Explained Variance Score Test: 0.299 Bootstrap CV 50, alpha = 0.001, R^2 train: 0.987, R^2 test: -4.581 Bootstrap CV 50, alpha = 0.005, R^2 train: 0.884, R^2 test: -1.608 Bootstrap CV 50, alpha = 0.01, R^2 train: 0.774, R^2 test: -0.498 Bootstrap CV 50, alpha = 0.1, R^2 train: 0.372, R^2 test: 0.198 best alpha via bootstrap CV: 0.1 AUC Train: 0.796, Explained Variance Score Train: 0.372 AUC Validation: 0.763, Explained Variance Score Validation: 0.263 AUC Test: 0.769, Explained Variance Score Test: 0.310 Bootstrap CV 51, alpha = 0.001, R^2 train: 0.984, R^2 test: -0.319 Bootstrap CV 51, alpha = 0.005, R^2 train: 0.885, R^2 test: -0.001 Bootstrap CV 51, alpha = 0.01, R^2 train: 0.761, R^2 test: 0.090 Bootstrap CV 51, alpha = 0.1, R^2 train: 0.265, R^2 test: 0.235 best alpha via bootstrap CV: 0.1 AUC Train: 0.834, Explained Variance Score Train: 0.265 AUC Validation: 0.798, Explained Variance Score Validation: 0.251 AUC Test: 0.774, Explained Variance Score Test: 0.277 Bootstrap CV 53, alpha = 0.001, R^2 train: 0.984, R^2 test: -0.148 Bootstrap CV 53, alpha = 0.005, R^2 train: 0.857, R^2 test: 0.174 Bootstrap CV 53, alpha = 0.01, R^2 train: 0.727, R^2 test: 0.173 Bootstrap CV 53, alpha = 0.1, R^2 train: 0.256, R^2 test: 0.144 best alpha via bootstrap CV: 0.1 AUC Train: 0.731, Explained Variance Score Train: 0.256 AUC Validation: 0.746, Explained Variance Score Validation: 0.144 AUC Test: 0.756, Explained Variance Score Test: 0.258 Bootstrap CV 54, alpha = 0.001, R^2 train: 0.987, R^2 test: -1.100 Bootstrap CV 54, alpha = 0.005, R^2 train: 0.874, R^2 test: -0.619 Bootstrap CV 54, alpha = 0.01, R^2 train: 0.738, R^2 test: -0.290 Bootstrap CV 54, alpha = 0.1, R^2 train: 0.266, R^2 test: 0.166 best alpha via bootstrap CV: 0.1 AUC Train: 0.789, Explained Variance Score Train: 0.266 AUC Validation: 0.705, Explained Variance Score Validation: 0.168 AUC Test: 0.745, Explained Variance Score Test: 0.259 Bootstrap CV 62, alpha = 0.001, R^2 train: 0.985, R^2 test: -2.374 Bootstrap CV 62, alpha = 0.005, R^2 train: 0.880, R^2 test: -0.533 Bootstrap CV 62, alpha = 0.01, R^2 train: 0.762, R^2 test: -0.155 Bootstrap CV 62, alpha = 0.1, R^2 train: 0.320, R^2 test: 0.280 best alpha via bootstrap CV: 0.1 AUC Train: 0.783, Explained Variance Score Train: 0.320 AUC Validation: 0.674, Explained Variance Score Validation: 0.294 AUC Test: 0.749, Explained Variance Score Test: 0.288 Bootstrap CV 63, alpha = 0.001, R^2 train: 0.989, R^2 test: -2.470 Bootstrap CV 63, alpha = 0.005, R^2 train: 0.885, R^2 test: -0.912 Bootstrap CV 63, alpha = 0.01, R^2 train: 0.760, R^2 test: -0.412 Bootstrap CV 63, alpha = 0.1, R^2 train: 0.333, R^2 test: 0.093 best alpha via bootstrap CV: 0.1 AUC Train: 0.826, Explained Variance Score Train: 0.333 AUC Validation: 0.774, Explained Variance Score Validation: 0.116 AUC Test: 0.745, Explained Variance Score Test: 0.287 Running batch 5 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 65, alpha = 0.001, R^2 train: 0.989, R^2 test: -1.447 Bootstrap CV 65, alpha = 0.005, R^2 train: 0.895, R^2 test: -0.358 Bootstrap CV 65, alpha = 0.01, R^2 train: 0.791, R^2 test: -0.073 Bootstrap CV 65, alpha = 0.1, R^2 train: 0.326, R^2 test: 0.211 best alpha via bootstrap CV: 0.1 AUC Train: 0.795, Explained Variance Score Train: 0.326 AUC Validation: 0.639, Explained Variance Score Validation: 0.211 AUC Test: 0.760, Explained Variance Score Test: 0.305
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 75, alpha = 0.001, R^2 train: 0.981, R^2 test: -0.189 Bootstrap CV 75, alpha = 0.005, R^2 train: 0.867, R^2 test: 0.060 Bootstrap CV 75, alpha = 0.01, R^2 train: 0.742, R^2 test: 0.183 Bootstrap CV 75, alpha = 0.1, R^2 train: 0.280, R^2 test: 0.222 best alpha via bootstrap CV: 0.1 AUC Train: 0.772, Explained Variance Score Train: 0.280 AUC Validation: 0.758, Explained Variance Score Validation: 0.223 AUC Test: 0.766, Explained Variance Score Test: 0.276
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 69, alpha = 0.001, R^2 train: 0.992, R^2 test: -0.562 Bootstrap CV 69, alpha = 0.005, R^2 train: 0.921, R^2 test: -0.075 Bootstrap CV 69, alpha = 0.01, R^2 train: 0.827, R^2 test: 0.160 Bootstrap CV 69, alpha = 0.1, R^2 train: 0.371, R^2 test: 0.279 best alpha via bootstrap CV: 0.1 AUC Train: 0.748, Explained Variance Score Train: 0.371 AUC Validation: 0.745, Explained Variance Score Validation: 0.283 AUC Test: 0.749, Explained Variance Score Test: 0.259
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 66, alpha = 0.001, R^2 train: 0.985, R^2 test: -0.782 Bootstrap CV 66, alpha = 0.005, R^2 train: 0.884, R^2 test: -0.329 Bootstrap CV 66, alpha = 0.01, R^2 train: 0.788, R^2 test: -0.138 Bootstrap CV 66, alpha = 0.1, R^2 train: 0.336, R^2 test: 0.188 best alpha via bootstrap CV: 0.1 AUC Train: 0.784, Explained Variance Score Train: 0.336 AUC Validation: 0.763, Explained Variance Score Validation: 0.212 AUC Test: 0.761, Explained Variance Score Test: 0.304
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 67, alpha = 0.001, R^2 train: 0.983, R^2 test: -1.885 Bootstrap CV 67, alpha = 0.005, R^2 train: 0.871, R^2 test: -0.226 Bootstrap CV 67, alpha = 0.01, R^2 train: 0.743, R^2 test: 0.145 Bootstrap CV 67, alpha = 0.1, R^2 train: 0.249, R^2 test: 0.298 best alpha via bootstrap CV: 0.1 AUC Train: 0.774, Explained Variance Score Train: 0.249 AUC Validation: 0.834, Explained Variance Score Validation: 0.305 AUC Test: 0.752, Explained Variance Score Test: 0.255 Bootstrap CV 70, alpha = 0.001, R^2 train: 0.987, R^2 test: -2.510 Bootstrap CV 70, alpha = 0.005, R^2 train: 0.868, R^2 test: -0.379 Bootstrap CV 70, alpha = 0.01, R^2 train: 0.761, R^2 test: 0.011 Bootstrap CV 70, alpha = 0.1, R^2 train: 0.317, R^2 test: 0.309 best alpha via bootstrap CV: 0.1 AUC Train: 0.744, Explained Variance Score Train: 0.317 AUC Validation: 0.690, Explained Variance Score Validation: 0.313 AUC Test: 0.745, Explained Variance Score Test: 0.281 Bootstrap CV 71, alpha = 0.001, R^2 train: 0.983, R^2 test: -0.763 Bootstrap CV 71, alpha = 0.005, R^2 train: 0.898, R^2 test: -0.162 Bootstrap CV 71, alpha = 0.01, R^2 train: 0.795, R^2 test: 0.104 Bootstrap CV 71, alpha = 0.1, R^2 train: 0.378, R^2 test: 0.279 best alpha via bootstrap CV: 0.1 AUC Train: 0.820, Explained Variance Score Train: 0.378 AUC Validation: 0.841, Explained Variance Score Validation: 0.280 AUC Test: 0.761, Explained Variance Score Test: 0.299 Bootstrap CV 77, alpha = 0.001, R^2 train: 0.989, R^2 test: -1.286 Bootstrap CV 77, alpha = 0.005, R^2 train: 0.883, R^2 test: -0.446 Bootstrap CV 77, alpha = 0.01, R^2 train: 0.759, R^2 test: -0.125 Bootstrap CV 77, alpha = 0.1, R^2 train: 0.370, R^2 test: 0.344 best alpha via bootstrap CV: 0.1 AUC Train: 0.827, Explained Variance Score Train: 0.370 AUC Validation: 0.875, Explained Variance Score Validation: 0.376 AUC Test: 0.752, Explained Variance Score Test: 0.304 Bootstrap CV 79, alpha = 0.001, R^2 train: 0.981, R^2 test: -0.726 Bootstrap CV 79, alpha = 0.005, R^2 train: 0.873, R^2 test: -0.103 Bootstrap CV 79, alpha = 0.01, R^2 train: 0.754, R^2 test: 0.057 Bootstrap CV 79, alpha = 0.1, R^2 train: 0.425, R^2 test: 0.180 best alpha via bootstrap CV: 0.1 AUC Train: 0.793, Explained Variance Score Train: 0.425 AUC Validation: 0.828, Explained Variance Score Validation: 0.181 AUC Test: 0.758, Explained Variance Score Test: 0.299 Bootstrap CV 72, alpha = 0.001, R^2 train: 0.978, R^2 test: -0.950 Bootstrap CV 72, alpha = 0.005, R^2 train: 0.853, R^2 test: -0.314 Bootstrap CV 72, alpha = 0.01, R^2 train: 0.742, R^2 test: -0.019 Bootstrap CV 72, alpha = 0.1, R^2 train: 0.292, R^2 test: 0.249 best alpha via bootstrap CV: 0.1 AUC Train: 0.767, Explained Variance Score Train: 0.292 AUC Validation: 0.809, Explained Variance Score Validation: 0.260 AUC Test: 0.762, Explained Variance Score Test: 0.296 Bootstrap CV 68, alpha = 0.001, R^2 train: 0.983, R^2 test: -2.654 Bootstrap CV 68, alpha = 0.005, R^2 train: 0.882, R^2 test: -0.863 Bootstrap CV 68, alpha = 0.01, R^2 train: 0.764, R^2 test: -0.523 Bootstrap CV 68, alpha = 0.1, R^2 train: 0.371, R^2 test: 0.034 best alpha via bootstrap CV: 0.1 AUC Train: 0.755, Explained Variance Score Train: 0.371 AUC Validation: 0.693, Explained Variance Score Validation: 0.109 AUC Test: 0.747, Explained Variance Score Test: 0.294 Bootstrap CV 76, alpha = 0.001, R^2 train: 0.980, R^2 test: -2.134 Bootstrap CV 76, alpha = 0.005, R^2 train: 0.847, R^2 test: -0.261 Bootstrap CV 76, alpha = 0.01, R^2 train: 0.743, R^2 test: 0.005 Bootstrap CV 76, alpha = 0.1, R^2 train: 0.318, R^2 test: 0.349 best alpha via bootstrap CV: 0.1 AUC Train: 0.811, Explained Variance Score Train: 0.318 AUC Validation: 0.814, Explained Variance Score Validation: 0.351 AUC Test: 0.762, Explained Variance Score Test: 0.306 Bootstrap CV 78, alpha = 0.001, R^2 train: 0.980, R^2 test: -3.176 Bootstrap CV 78, alpha = 0.005, R^2 train: 0.837, R^2 test: -0.541 Bootstrap CV 78, alpha = 0.01, R^2 train: 0.712, R^2 test: -0.092 Bootstrap CV 78, alpha = 0.1, R^2 train: 0.300, R^2 test: 0.308 best alpha via bootstrap CV: 0.1 AUC Train: 0.791, Explained Variance Score Train: 0.300 AUC Validation: 0.784, Explained Variance Score Validation: 0.316 AUC Test: 0.769, Explained Variance Score Test: 0.293 Bootstrap CV 64, alpha = 0.001, R^2 train: 0.989, R^2 test: -0.422 Bootstrap CV 64, alpha = 0.005, R^2 train: 0.887, R^2 test: -0.060 Bootstrap CV 64, alpha = 0.01, R^2 train: 0.778, R^2 test: 0.146 Bootstrap CV 64, alpha = 0.1, R^2 train: 0.384, R^2 test: 0.248 best alpha via bootstrap CV: 0.1 AUC Train: 0.796, Explained Variance Score Train: 0.384 AUC Validation: 0.754, Explained Variance Score Validation: 0.255 AUC Test: 0.758, Explained Variance Score Test: 0.287 Bootstrap CV 74, alpha = 0.001, R^2 train: 0.990, R^2 test: -0.949 Bootstrap CV 74, alpha = 0.005, R^2 train: 0.884, R^2 test: -0.318 Bootstrap CV 74, alpha = 0.01, R^2 train: 0.754, R^2 test: -0.088 Bootstrap CV 74, alpha = 0.1, R^2 train: 0.259, R^2 test: 0.240 best alpha via bootstrap CV: 0.1 AUC Train: 0.738, Explained Variance Score Train: 0.259 AUC Validation: 0.760, Explained Variance Score Validation: 0.240 AUC Test: 0.767, Explained Variance Score Test: 0.284 Bootstrap CV 73, alpha = 0.001, R^2 train: 0.990, R^2 test: -0.626 Bootstrap CV 73, alpha = 0.005, R^2 train: 0.896, R^2 test: -0.293 Bootstrap CV 73, alpha = 0.01, R^2 train: 0.773, R^2 test: -0.125 Bootstrap CV 73, alpha = 0.1, R^2 train: 0.288, R^2 test: 0.167 best alpha via bootstrap CV: 0.1 AUC Train: 0.801, Explained Variance Score Train: 0.288 AUC Validation: 0.685, Explained Variance Score Validation: 0.171 AUC Test: 0.758, Explained Variance Score Test: 0.269 Running batch 6 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 84, alpha = 0.001, R^2 train: 0.991, R^2 test: -1.122 Bootstrap CV 84, alpha = 0.005, R^2 train: 0.908, R^2 test: -0.296 Bootstrap CV 84, alpha = 0.01, R^2 train: 0.784, R^2 test: 0.125 Bootstrap CV 84, alpha = 0.1, R^2 train: 0.304, R^2 test: 0.271 best alpha via bootstrap CV: 0.1 AUC Train: 0.783, Explained Variance Score Train: 0.304 AUC Validation: 0.784, Explained Variance Score Validation: 0.271 AUC Test: 0.765, Explained Variance Score Test: 0.271
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 82, alpha = 0.001, R^2 train: 0.990, R^2 test: -2.294 Bootstrap CV 82, alpha = 0.005, R^2 train: 0.879, R^2 test: -1.054 Bootstrap CV 82, alpha = 0.01, R^2 train: 0.756, R^2 test: -0.422 Bootstrap CV 82, alpha = 0.1, R^2 train: 0.245, R^2 test: 0.206 best alpha via bootstrap CV: 0.1 AUC Train: 0.734, Explained Variance Score Train: 0.245 AUC Validation: 0.588, Explained Variance Score Validation: 0.213 AUC Test: 0.740, Explained Variance Score Test: 0.248
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 85, alpha = 0.001, R^2 train: 0.990, R^2 test: -1.250 Bootstrap CV 85, alpha = 0.005, R^2 train: 0.877, R^2 test: -0.080 Bootstrap CV 85, alpha = 0.01, R^2 train: 0.731, R^2 test: 0.293 Bootstrap CV 85, alpha = 0.1, R^2 train: 0.249, R^2 test: 0.382 best alpha via bootstrap CV: 0.1 AUC Train: 0.777, Explained Variance Score Train: 0.249 AUC Validation: 0.799, Explained Variance Score Validation: 0.387 AUC Test: 0.751, Explained Variance Score Test: 0.277
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 91, alpha = 0.001, R^2 train: 0.991, R^2 test: -2.284 Bootstrap CV 91, alpha = 0.005, R^2 train: 0.918, R^2 test: -0.451 Bootstrap CV 91, alpha = 0.01, R^2 train: 0.837, R^2 test: -0.048 Bootstrap CV 91, alpha = 0.1, R^2 train: 0.493, R^2 test: 0.227 best alpha via bootstrap CV: 0.1 AUC Train: 0.862, Explained Variance Score Train: 0.493 AUC Validation: 0.772, Explained Variance Score Validation: 0.237 AUC Test: 0.765, Explained Variance Score Test: 0.280
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 88, alpha = 0.001, R^2 train: 0.992, R^2 test: -1.489 Bootstrap CV 88, alpha = 0.005, R^2 train: 0.919, R^2 test: -0.357 Bootstrap CV 88, alpha = 0.01, R^2 train: 0.823, R^2 test: 0.005 Bootstrap CV 88, alpha = 0.1, R^2 train: 0.396, R^2 test: 0.210 best alpha via bootstrap CV: 0.1 AUC Train: 0.813, Explained Variance Score Train: 0.396 AUC Validation: 0.694, Explained Variance Score Validation: 0.215 AUC Test: 0.746, Explained Variance Score Test: 0.274 Bootstrap CV 80, alpha = 0.001, R^2 train: 0.986, R^2 test: -0.927 Bootstrap CV 80, alpha = 0.005, R^2 train: 0.887, R^2 test: -0.155 Bootstrap CV 80, alpha = 0.01, R^2 train: 0.801, R^2 test: 0.005 Bootstrap CV 80, alpha = 0.1, R^2 train: 0.346, R^2 test: 0.229 best alpha via bootstrap CV: 0.1 AUC Train: 0.804, Explained Variance Score Train: 0.346 AUC Validation: 0.636, Explained Variance Score Validation: 0.235 AUC Test: 0.744, Explained Variance Score Test: 0.257 Bootstrap CV 89, alpha = 0.001, R^2 train: 0.987, R^2 test: -1.884 Bootstrap CV 89, alpha = 0.005, R^2 train: 0.879, R^2 test: -0.273 Bootstrap CV 89, alpha = 0.01, R^2 train: 0.776, R^2 test: 0.012 Bootstrap CV 89, alpha = 0.1, R^2 train: 0.319, R^2 test: 0.247 best alpha via bootstrap CV: 0.1 AUC Train: 0.781, Explained Variance Score Train: 0.319 AUC Validation: 0.776, Explained Variance Score Validation: 0.253 AUC Test: 0.744, Explained Variance Score Test: 0.297 Bootstrap CV 86, alpha = 0.001, R^2 train: 0.990, R^2 test: -0.837 Bootstrap CV 86, alpha = 0.005, R^2 train: 0.914, R^2 test: -0.145 Bootstrap CV 86, alpha = 0.01, R^2 train: 0.819, R^2 test: 0.078 Bootstrap CV 86, alpha = 0.1, R^2 train: 0.389, R^2 test: 0.394 best alpha via bootstrap CV: 0.1 AUC Train: 0.847, Explained Variance Score Train: 0.389 AUC Validation: 0.805, Explained Variance Score Validation: 0.429 AUC Test: 0.763, Explained Variance Score Test: 0.296 Bootstrap CV 93, alpha = 0.001, R^2 train: 0.982, R^2 test: -3.942 Bootstrap CV 93, alpha = 0.005, R^2 train: 0.848, R^2 test: -0.854 Bootstrap CV 93, alpha = 0.01, R^2 train: 0.731, R^2 test: -0.309 Bootstrap CV 93, alpha = 0.1, R^2 train: 0.340, R^2 test: 0.173 best alpha via bootstrap CV: 0.1 AUC Train: 0.799, Explained Variance Score Train: 0.340 AUC Validation: 0.717, Explained Variance Score Validation: 0.252 AUC Test: 0.762, Explained Variance Score Test: 0.294 Bootstrap CV 87, alpha = 0.001, R^2 train: 0.983, R^2 test: -1.294 Bootstrap CV 87, alpha = 0.005, R^2 train: 0.816, R^2 test: -0.211 Bootstrap CV 87, alpha = 0.01, R^2 train: 0.683, R^2 test: -0.044 Bootstrap CV 87, alpha = 0.1, R^2 train: 0.220, R^2 test: 0.159 best alpha via bootstrap CV: 0.1 AUC Train: 0.748, Explained Variance Score Train: 0.220 AUC Validation: 0.778, Explained Variance Score Validation: 0.167 AUC Test: 0.760, Explained Variance Score Test: 0.255 Bootstrap CV 83, alpha = 0.001, R^2 train: 0.982, R^2 test: -1.357 Bootstrap CV 83, alpha = 0.005, R^2 train: 0.899, R^2 test: -0.280 Bootstrap CV 83, alpha = 0.01, R^2 train: 0.797, R^2 test: -0.063 Bootstrap CV 83, alpha = 0.1, R^2 train: 0.299, R^2 test: 0.225 best alpha via bootstrap CV: 0.1 AUC Train: 0.795, Explained Variance Score Train: 0.299 AUC Validation: 0.835, Explained Variance Score Validation: 0.236 AUC Test: 0.770, Explained Variance Score Test: 0.314 Bootstrap CV 94, alpha = 0.001, R^2 train: 0.991, R^2 test: -4.149 Bootstrap CV 94, alpha = 0.005, R^2 train: 0.895, R^2 test: -0.838 Bootstrap CV 94, alpha = 0.01, R^2 train: 0.786, R^2 test: -0.218 Bootstrap CV 94, alpha = 0.1, R^2 train: 0.353, R^2 test: 0.371 best alpha via bootstrap CV: 0.1 AUC Train: 0.782, Explained Variance Score Train: 0.353 AUC Validation: 0.848, Explained Variance Score Validation: 0.392 AUC Test: 0.748, Explained Variance Score Test: 0.268 Bootstrap CV 90, alpha = 0.001, R^2 train: 0.981, R^2 test: -2.748 Bootstrap CV 90, alpha = 0.005, R^2 train: 0.872, R^2 test: -0.743 Bootstrap CV 90, alpha = 0.01, R^2 train: 0.746, R^2 test: -0.155 Bootstrap CV 90, alpha = 0.1, R^2 train: 0.320, R^2 test: 0.180 best alpha via bootstrap CV: 0.1 AUC Train: 0.765, Explained Variance Score Train: 0.320 AUC Validation: 0.746, Explained Variance Score Validation: 0.180 AUC Test: 0.766, Explained Variance Score Test: 0.307 Bootstrap CV 92, alpha = 0.001, R^2 train: 0.992, R^2 test: -0.703 Bootstrap CV 92, alpha = 0.005, R^2 train: 0.905, R^2 test: -0.220 Bootstrap CV 92, alpha = 0.01, R^2 train: 0.800, R^2 test: 0.067 Bootstrap CV 92, alpha = 0.1, R^2 train: 0.191, R^2 test: 0.203 best alpha via bootstrap CV: 0.1 AUC Train: 0.801, Explained Variance Score Train: 0.191 AUC Validation: 0.765, Explained Variance Score Validation: 0.218 AUC Test: 0.768, Explained Variance Score Test: 0.253 Bootstrap CV 81, alpha = 0.001, R^2 train: 0.989, R^2 test: -0.252 Bootstrap CV 81, alpha = 0.005, R^2 train: 0.911, R^2 test: 0.086 Bootstrap CV 81, alpha = 0.01, R^2 train: 0.820, R^2 test: 0.118 Bootstrap CV 81, alpha = 0.1, R^2 train: 0.313, R^2 test: 0.199 best alpha via bootstrap CV: 0.1 AUC Train: 0.764, Explained Variance Score Train: 0.313 AUC Validation: 0.756, Explained Variance Score Validation: 0.231 AUC Test: 0.762, Explained Variance Score Test: 0.279 Bootstrap CV 95, alpha = 0.001, R^2 train: 0.987, R^2 test: -1.431 Bootstrap CV 95, alpha = 0.005, R^2 train: 0.856, R^2 test: -0.376 Bootstrap CV 95, alpha = 0.01, R^2 train: 0.730, R^2 test: -0.003 Bootstrap CV 95, alpha = 0.1, R^2 train: 0.182, R^2 test: 0.206 best alpha via bootstrap CV: 0.1 AUC Train: 0.759, Explained Variance Score Train: 0.182 AUC Validation: 0.720, Explained Variance Score Validation: 0.206 AUC Test: 0.766, Explained Variance Score Test: 0.252 Running batch 7 of 7 with 4 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 96, alpha = 0.001, R^2 train: 0.986, R^2 test: -1.032 Bootstrap CV 96, alpha = 0.005, R^2 train: 0.878, R^2 test: -0.223 Bootstrap CV 96, alpha = 0.01, R^2 train: 0.757, R^2 test: 0.029 Bootstrap CV 96, alpha = 0.1, R^2 train: 0.327, R^2 test: 0.331 best alpha via bootstrap CV: 0.1 AUC Train: 0.797, Explained Variance Score Train: 0.327 AUC Validation: 0.731, Explained Variance Score Validation: 0.348 AUC Test: 0.769, Explained Variance Score Test: 0.301 Bootstrap CV 99, alpha = 0.001, R^2 train: 0.978, R^2 test: -2.040 Bootstrap CV 99, alpha = 0.005, R^2 train: 0.875, R^2 test: -0.389 Bootstrap CV 99, alpha = 0.01, R^2 train: 0.753, R^2 test: -0.047 Bootstrap CV 99, alpha = 0.1, R^2 train: 0.314, R^2 test: 0.221 best alpha via bootstrap CV: 0.1 AUC Train: 0.796, Explained Variance Score Train: 0.314 AUC Validation: 0.644, Explained Variance Score Validation: 0.238 AUC Test: 0.776, Explained Variance Score Test: 0.307 Bootstrap CV 98, alpha = 0.001, R^2 train: 0.991, R^2 test: -0.916 Bootstrap CV 98, alpha = 0.005, R^2 train: 0.907, R^2 test: -0.224 Bootstrap CV 98, alpha = 0.01, R^2 train: 0.784, R^2 test: 0.121 Bootstrap CV 98, alpha = 0.1, R^2 train: 0.253, R^2 test: 0.342 best alpha via bootstrap CV: 0.1 AUC Train: 0.714, Explained Variance Score Train: 0.253 AUC Validation: 0.781, Explained Variance Score Validation: 0.344 AUC Test: 0.744, Explained Variance Score Test: 0.267 Bootstrap CV 97, alpha = 0.001, R^2 train: 0.990, R^2 test: -0.778 Bootstrap CV 97, alpha = 0.005, R^2 train: 0.893, R^2 test: -0.257 Bootstrap CV 97, alpha = 0.01, R^2 train: 0.802, R^2 test: -0.071 Bootstrap CV 97, alpha = 0.1, R^2 train: 0.257, R^2 test: 0.294 best alpha via bootstrap CV: 0.1 AUC Train: 0.757, Explained Variance Score Train: 0.257 AUC Validation: 0.716, Explained Variance Score Validation: 0.296 AUC Test: 0.746, Explained Variance Score Test: 0.254 total Variables 19290 and total subjects: 1751 ->AUC validation: 0.752 95% CI: [0.741 , 0.763] ->AUC test: 0.759 95% CI: [0.757 , 0.761] ->R^2 validation: 0.253 95% CI: [0.239 , 0.268] ->R^2 test: 0.285 95% CI: [0.282 , 0.288] ->Explained Variance validation: 0.239 95% CI: [0.223 , 0.254] ->Explained Variance test: 0.282 95% CI: [0.278 , 0.285] Test set metrics: @threshold:1.225, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:0.884, sens:0.036, spec:1.000, ppv:1.000, acc:0.771, f1:0.070, mcc:0.000, total+:3, total-:347 @threshold:0.878, sens:0.048, spec:1.000, ppv:1.000, acc:0.774, f1:0.092, mcc:0.000, total+:4, total-:346 @threshold:0.850, sens:0.048, spec:0.996, ppv:0.800, acc:0.771, f1:0.091, mcc:0.182, total+:5, total-:345 @threshold:0.829, sens:0.060, spec:0.996, ppv:0.833, acc:0.774, f1:0.112, mcc:0.211, total+:6, total-:344 @threshold:0.712, sens:0.096, spec:0.993, ppv:0.800, acc:0.780, f1:0.172, mcc:0.129, total+:10, total-:340 @threshold:0.694, sens:0.108, spec:0.993, ppv:0.818, acc:0.783, f1:0.191, mcc:0.140, total+:11, total-:339 @threshold:0.674, sens:0.120, spec:0.989, ppv:0.769, acc:0.783, f1:0.208, mcc:0.093, total+:13, total-:337 @threshold:0.662, sens:0.133, spec:0.989, ppv:0.786, acc:0.786, f1:0.227, mcc:0.100, total+:14, total-:336 @threshold:0.621, sens:0.133, spec:0.985, ppv:0.733, acc:0.783, f1:0.224, mcc:0.070, total+:15, total-:335 @threshold:0.618, sens:0.145, spec:0.985, ppv:0.750, acc:0.786, f1:0.242, mcc:0.075, total+:16, total-:334 @threshold:0.588, sens:0.157, spec:0.981, ppv:0.722, acc:0.786, f1:0.257, mcc:0.060, total+:18, total-:332 @threshold:0.573, sens:0.169, spec:0.981, ppv:0.737, acc:0.789, f1:0.275, mcc:0.064, total+:19, total-:331 @threshold:0.542, sens:0.169, spec:0.978, ppv:0.700, acc:0.786, f1:0.272, mcc:0.051, total+:20, total-:330 @threshold:0.541, sens:0.181, spec:0.978, ppv:0.714, acc:0.789, f1:0.288, mcc:0.054, total+:21, total-:329 @threshold:0.525, sens:0.193, spec:0.974, ppv:0.696, acc:0.789, f1:0.302, mcc:0.046, total+:23, total-:327 @threshold:0.515, sens:0.205, spec:0.974, ppv:0.708, acc:0.791, f1:0.318, mcc:0.049, total+:24, total-:326 @threshold:0.512, sens:0.205, spec:0.970, ppv:0.680, acc:0.789, f1:0.315, mcc:0.041, total+:25, total-:325 @threshold:0.471, sens:0.217, spec:0.955, ppv:0.600, acc:0.780, f1:0.319, mcc:0.025, total+:30, total-:320 @threshold:0.418, sens:0.313, spec:0.951, ppv:0.667, acc:0.800, f1:0.426, mcc:0.031, total+:39, total-:311 @threshold:0.402, sens:0.325, spec:0.948, ppv:0.659, acc:0.800, f1:0.435, mcc:0.029, total+:41, total-:309 @threshold:0.401, sens:0.325, spec:0.944, ppv:0.643, acc:0.797, f1:0.432, mcc:0.027, total+:42, total-:308 @threshold:0.395, sens:0.337, spec:0.944, ppv:0.651, acc:0.800, f1:0.444, mcc:0.028, total+:43, total-:307 @threshold:0.391, sens:0.337, spec:0.940, ppv:0.636, acc:0.797, f1:0.441, mcc:0.025, total+:44, total-:306 @threshold:0.380, sens:0.349, spec:0.936, ppv:0.630, acc:0.797, f1:0.450, mcc:0.024, total+:46, total-:304 @threshold:0.379, sens:0.361, spec:0.933, ppv:0.625, acc:0.797, f1:0.458, mcc:0.023, total+:48, total-:302 @threshold:0.369, sens:0.373, spec:0.929, ppv:0.620, acc:0.797, f1:0.466, mcc:0.022, total+:50, total-:300 @threshold:0.366, sens:0.373, spec:0.925, ppv:0.608, acc:0.794, f1:0.463, mcc:0.021, total+:51, total-:299 @threshold:0.358, sens:0.386, spec:0.921, ppv:0.604, acc:0.794, f1:0.471, mcc:0.020, total+:53, total-:297 @threshold:0.354, sens:0.386, spec:0.918, ppv:0.593, acc:0.791, f1:0.467, mcc:0.019, total+:54, total-:296 @threshold:0.349, sens:0.398, spec:0.914, ppv:0.589, acc:0.791, f1:0.475, mcc:0.018, total+:56, total-:294 @threshold:0.346, sens:0.398, spec:0.910, ppv:0.579, acc:0.789, f1:0.471, mcc:0.017, total+:57, total-:293 @threshold:0.280, sens:0.410, spec:0.861, ppv:0.479, acc:0.754, f1:0.442, mcc:0.009, total+:71, total-:279 @threshold:0.276, sens:0.422, spec:0.858, ppv:0.479, acc:0.754, f1:0.449, mcc:0.009, total+:73, total-:277 @threshold:0.274, sens:0.434, spec:0.858, ppv:0.486, acc:0.757, f1:0.459, mcc:0.009, total+:74, total-:276 @threshold:0.274, sens:0.434, spec:0.854, ppv:0.480, acc:0.754, f1:0.456, mcc:0.009, total+:75, total-:275 @threshold:0.254, sens:0.446, spec:0.839, ppv:0.463, acc:0.746, f1:0.454, mcc:0.008, total+:80, total-:270 @threshold:0.251, sens:0.458, spec:0.835, ppv:0.463, acc:0.746, f1:0.461, mcc:0.008, total+:82, total-:268 @threshold:0.251, sens:0.470, spec:0.835, ppv:0.470, acc:0.749, f1:0.470, mcc:0.008, total+:83, total-:267 @threshold:0.239, sens:0.482, spec:0.831, ppv:0.471, acc:0.749, f1:0.476, mcc:0.008, total+:85, total-:265 @threshold:0.210, sens:0.494, spec:0.820, ppv:0.461, acc:0.743, f1:0.477, mcc:0.008, total+:89, total-:261 @threshold:0.184, sens:0.518, spec:0.816, ppv:0.467, acc:0.746, f1:0.491, mcc:0.008, total+:92, total-:258 @threshold:0.172, sens:0.530, spec:0.798, ppv:0.449, acc:0.734, f1:0.486, mcc:0.007, total+:98, total-:252 @threshold:0.168, sens:0.530, spec:0.794, ppv:0.444, acc:0.731, f1:0.484, mcc:0.007, total+:99, total-:251 @threshold:0.164, sens:0.542, spec:0.794, ppv:0.450, acc:0.734, f1:0.492, mcc:0.007, total+:100, total-:250 @threshold:0.161, sens:0.554, spec:0.790, ppv:0.451, acc:0.734, f1:0.497, mcc:0.007, total+:102, total-:248 @threshold:0.153, sens:0.566, spec:0.790, ppv:0.456, acc:0.737, f1:0.505, mcc:0.007, total+:103, total-:247 @threshold:0.152, sens:0.566, spec:0.787, ppv:0.452, acc:0.734, f1:0.503, mcc:0.007, total+:104, total-:246 @threshold:0.148, sens:0.578, spec:0.787, ppv:0.457, acc:0.737, f1:0.511, mcc:0.007, total+:105, total-:245 @threshold:0.127, sens:0.639, spec:0.783, ppv:0.477, acc:0.749, f1:0.546, mcc:0.008, total+:111, total-:239 @threshold:0.108, sens:0.651, spec:0.764, ppv:0.462, acc:0.737, f1:0.540, mcc:0.007, total+:117, total-:233 @threshold:0.107, sens:0.651, spec:0.760, ppv:0.458, acc:0.734, f1:0.537, mcc:0.007, total+:118, total-:232 @threshold:0.098, sens:0.663, spec:0.753, ppv:0.455, acc:0.731, f1:0.539, mcc:0.007, total+:121, total-:229 @threshold:0.096, sens:0.663, spec:0.749, ppv:0.451, acc:0.729, f1:0.537, mcc:0.007, total+:122, total-:228 @threshold:0.057, sens:0.675, spec:0.697, ppv:0.409, acc:0.691, f1:0.509, mcc:0.005, total+:137, total-:213 @threshold:0.055, sens:0.675, spec:0.693, ppv:0.406, acc:0.689, f1:0.507, mcc:0.005, total+:138, total-:212 @threshold:0.050, sens:0.687, spec:0.689, ppv:0.407, acc:0.689, f1:0.511, mcc:0.005, total+:140, total-:210 @threshold:0.049, sens:0.687, spec:0.685, ppv:0.404, acc:0.686, f1:0.509, mcc:0.005, total+:141, total-:209 @threshold:0.047, sens:0.699, spec:0.674, ppv:0.400, acc:0.680, f1:0.509, mcc:0.005, total+:145, total-:205 @threshold:0.044, sens:0.699, spec:0.670, ppv:0.397, acc:0.677, f1:0.507, mcc:0.005, total+:146, total-:204 @threshold:0.025, sens:0.711, spec:0.659, ppv:0.393, acc:0.671, f1:0.506, mcc:0.005, total+:150, total-:200 @threshold:0.020, sens:0.711, spec:0.655, ppv:0.391, acc:0.669, f1:0.504, mcc:0.005, total+:151, total-:199 @threshold:0.005, sens:0.723, spec:0.622, ppv:0.373, acc:0.646, f1:0.492, mcc:0.004, total+:161, total-:189 @threshold:-0.008, sens:0.723, spec:0.618, ppv:0.370, acc:0.643, f1:0.490, mcc:0.004, total+:162, total-:188 @threshold:-0.009, sens:0.735, spec:0.614, ppv:0.372, acc:0.643, f1:0.494, mcc:0.004, total+:164, total-:186 @threshold:-0.010, sens:0.735, spec:0.610, ppv:0.370, acc:0.640, f1:0.492, mcc:0.004, total+:165, total-:185 @threshold:-0.010, sens:0.759, spec:0.566, ppv:0.352, acc:0.611, f1:0.481, mcc:0.003, total+:179, total-:171 @threshold:-0.022, sens:0.771, spec:0.528, ppv:0.337, acc:0.586, f1:0.469, mcc:0.003, total+:190, total-:160 @threshold:-0.027, sens:0.771, spec:0.524, ppv:0.335, acc:0.583, f1:0.467, mcc:0.003, total+:191, total-:159 @threshold:-0.027, sens:0.783, spec:0.521, ppv:0.337, acc:0.583, f1:0.471, mcc:0.003, total+:193, total-:157 @threshold:-0.028, sens:0.783, spec:0.517, ppv:0.335, acc:0.580, f1:0.469, mcc:0.003, total+:194, total-:156 @threshold:-0.039, sens:0.795, spec:0.509, ppv:0.335, acc:0.577, f1:0.471, mcc:0.003, total+:197, total-:153 @threshold:-0.042, sens:0.795, spec:0.506, ppv:0.333, acc:0.574, f1:0.470, mcc:0.003, total+:198, total-:152 @threshold:-0.053, sens:0.807, spec:0.494, ppv:0.332, acc:0.569, f1:0.470, mcc:0.003, total+:202, total-:148 @threshold:-0.055, sens:0.807, spec:0.491, ppv:0.330, acc:0.566, f1:0.469, mcc:0.003, total+:203, total-:147 @threshold:-0.063, sens:0.819, spec:0.487, ppv:0.332, acc:0.566, f1:0.472, mcc:0.003, total+:205, total-:145 @threshold:-0.064, sens:0.819, spec:0.483, ppv:0.330, acc:0.563, f1:0.471, mcc:0.003, total+:206, total-:144 @threshold:-0.073, sens:0.831, spec:0.464, ppv:0.325, acc:0.551, f1:0.468, mcc:0.003, total+:212, total-:138 @threshold:-0.074, sens:0.831, spec:0.461, ppv:0.324, acc:0.549, f1:0.466, mcc:0.003, total+:213, total-:137 @threshold:-0.075, sens:0.843, spec:0.457, ppv:0.326, acc:0.549, f1:0.470, mcc:0.003, total+:215, total-:135 @threshold:-0.076, sens:0.843, spec:0.453, ppv:0.324, acc:0.546, f1:0.468, mcc:0.003, total+:216, total-:134 @threshold:-0.078, sens:0.855, spec:0.453, ppv:0.327, acc:0.549, f1:0.473, mcc:0.003, total+:217, total-:133 @threshold:-0.078, sens:0.855, spec:0.449, ppv:0.326, acc:0.546, f1:0.472, mcc:0.003, total+:218, total-:132 @threshold:-0.081, sens:0.867, spec:0.446, ppv:0.327, acc:0.546, f1:0.475, mcc:0.003, total+:220, total-:130 @threshold:-0.083, sens:0.880, spec:0.442, ppv:0.329, acc:0.546, f1:0.479, mcc:0.003, total+:222, total-:128 @threshold:-0.096, sens:0.892, spec:0.423, ppv:0.325, acc:0.534, f1:0.476, mcc:0.003, total+:228, total-:122 @threshold:-0.097, sens:0.892, spec:0.419, ppv:0.323, acc:0.531, f1:0.474, mcc:0.003, total+:229, total-:121 @threshold:-0.120, sens:0.904, spec:0.401, ppv:0.319, acc:0.520, f1:0.472, mcc:0.003, total+:235, total-:115 @threshold:-0.124, sens:0.916, spec:0.397, ppv:0.321, acc:0.520, f1:0.475, mcc:0.003, total+:237, total-:113 @threshold:-0.128, sens:0.928, spec:0.393, ppv:0.322, acc:0.520, f1:0.478, mcc:0.003, total+:239, total-:111 @threshold:-0.131, sens:0.928, spec:0.390, ppv:0.321, acc:0.517, f1:0.477, mcc:0.003, total+:240, total-:110 @threshold:-0.152, sens:0.940, spec:0.375, ppv:0.318, acc:0.509, f1:0.476, mcc:0.003, total+:245, total-:105 @threshold:-0.157, sens:0.940, spec:0.371, ppv:0.317, acc:0.506, f1:0.474, mcc:0.003, total+:246, total-:104 @threshold:-0.158, sens:0.952, spec:0.371, ppv:0.320, acc:0.509, f1:0.479, mcc:0.003, total+:247, total-:103 @threshold:-0.170, sens:0.952, spec:0.367, ppv:0.319, acc:0.506, f1:0.477, mcc:0.003, total+:248, total-:102 @threshold:-0.211, sens:0.964, spec:0.311, ppv:0.303, acc:0.466, f1:0.461, mcc:0.003, total+:264, total-:86 @threshold:-0.213, sens:0.964, spec:0.307, ppv:0.302, acc:0.463, f1:0.460, mcc:0.003, total+:265, total-:85 @threshold:-0.322, sens:0.976, spec:0.225, ppv:0.281, acc:0.403, f1:0.437, mcc:0.002, total+:288, total-:62 @threshold:-0.334, sens:0.976, spec:0.221, ppv:0.280, acc:0.400, f1:0.435, mcc:0.002, total+:289, total-:61 @threshold:-0.397, sens:0.988, spec:0.180, ppv:0.272, acc:0.371, f1:0.427, mcc:0.002, total+:301, total-:49 @threshold:-0.407, sens:0.988, spec:0.176, ppv:0.272, acc:0.369, f1:0.426, mcc:0.002, total+:302, total-:48 @threshold:-1.038, sens:1.000, spec:0.004, ppv:0.238, acc:0.240, f1:0.384, mcc:0.002, total+:349, total-:1 * Vital: BMI-latest | coef 0.100 95% CI: [0.079 , 0.121] | OR_adj 1.105 [1.082 1.129] | occ: 1672 | OR_unadj: 4.483 [3.496 5.747] | indivs AUC:0.731 Correlated most with: Maternal Diagnosis:9ccs200:Oth skin dx:0.126 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:0.109 Diagnosis:9ccs95:Oth nerv dx:-0.085 Diagnosis:9ccs128:Asthma:0.083 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.078 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.075 Maternal Maternal Lab History: WBC-otherPregnancy:0.074 Maternal Maternal Lab History: IRON-postPregnancy:-0.073 Maternal Vital: Wt-postPregnancy:0.071 Diagnosis:9ccs138:Esophgeal dx:-0.071 * Vital: BMI-gain0to24 | coef 0.100 95% CI: [0.073 , 0.127] | OR_adj 1.105 [1.075 1.135] | occ: 1391 | OR_unadj: 4.247 [3.349 5.386] | indivs AUC:0.749 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.109 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:0.097 Diagnosis:9ccs58:Ot nutrit dx:0.096 Newborn Diagnosis:9ccs47:Ot bnign neo:0.094 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.089 Diagnosis:9ccs106:Dysrhythmia:0.087 Diagnosis:9ccs128:Asthma:0.085 Maternal Vital: Wt-postPregnancy:0.084 Diagnosis:9ccs235:Opn wnd head:0.082 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.078 * Vital: Wt-avg19to24 | coef 0.064 95% CI: [0.045 , 0.082] | OR_adj 1.066 [1.046 1.086] | occ: 1417 | OR_unadj: 4.067 [3.209 5.154] | indivs AUC:0.749 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.102 Maternal Diagnosis:9ccs184:Early labor:-0.098 Maternal Vital: Wt-postPregnancy:0.098 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.088 Maternal Maternal Lab History: WBC-otherPregnancy:0.086 Newborn Diagnosis:9ccs191:Amnios dx:0.086 Diagnosis:9ccs128:Asthma:0.083 Diagnosis:9ccs120:Hemmorhoids:0.083 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.083 Newborn Diagnosis:9ccs219:Low birth wt:-0.079 * Vital: Wt-gain0to24 | coef 0.053 95% CI: [0.037 , 0.068] | OR_adj 1.054 [1.038 1.071] | occ: 1411 | OR_unadj: 3.949 [3.118 5.001] | indivs AUC:0.735 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.102 Maternal Vital: Wt-postPregnancy:0.101 Maternal Diagnosis:9ccs184:Early labor:-0.095 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.091 Newborn Diagnosis:9ccs191:Amnios dx:0.090 Maternal Maternal Lab History: WBC-otherPregnancy:0.088 Diagnosis:9ccs128:Asthma:0.084 Diagnosis:9ccs120:Hemmorhoids:0.084 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.084 Maternal Diagnosis:9ccs244:Other injury:0.078 * Vital: Wt for Length ZScore-latest | coef 0.041 95% CI: [0.027 , 0.054] | OR_adj 1.041 [1.027 1.056] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.761 Correlated most with: Diagnosis:9ccs128:Asthma:0.102 Maternal Maternal Lab History: WBC-otherPregnancy:0.089 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.086 Maternal Vital: Wt-postPregnancy:0.085 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.083 Diagnosis:9ccs95:Oth nerv dx:-0.083 Maternal Diagnosis:9ccs185:Long pregncy:0.082 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.081 Number of Visits:0.073 Maternal Maternal Lab History: IRON-postPregnancy:-0.071 * Vital: BMI-avg19to24 | coef 0.029 95% CI: [0.013 , 0.045] | OR_adj 1.029 [1.013 1.046] | occ: 1397 | OR_unadj: 4.344 [3.423 5.512] | indivs AUC:0.762 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.105 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:0.097 Diagnosis:9ccs58:Ot nutrit dx:0.094 Newborn Diagnosis:9ccs47:Ot bnign neo:0.094 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.089 Maternal Vital: Wt-postPregnancy:0.086 Diagnosis:9ccs128:Asthma:0.084 Diagnosis:9ccs235:Opn wnd head:0.082 Diagnosis:9ccs106:Dysrhythmia:0.081 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.074 * Vital: Wt for Length ZScore-avg19to24 | coef 0.020 95% CI: [0.009 , 0.032] | OR_adj 1.021 [1.009 1.033] | occ: 1392 | OR_unadj: 4.002 [3.155 5.076] | indivs AUC:0.774 Correlated most with: Maternal Vital: Wt-postPregnancy:0.103 Maternal Diagnosis:9ccs185:Long pregncy:0.083 Maternal Maternal Lab History: WBC-otherPregnancy:0.081 Diagnosis:9ccs128:Asthma:0.079 Diagnosis:9ccs86:Cataract:-0.079 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.077 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.076 Diagnosis:9ccs235:Opn wnd head:0.074 Maternal Diagnosis:9ccs184:Early labor:-0.071 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.067 * Vital: BMI-avg7to10 | coef 0.018 95% CI: [0.009 , 0.028] | OR_adj 1.018 [1.009 1.028] | occ: 1342 | OR_unadj: 2.069 [1.645 2.602] | indivs AUC:0.677 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.104 Diagnosis:9ccs128:Asthma:0.087 Maternal Maternal Procedure History:S9470-postPregnancy:0.087 Diagnosis:9ccs72:Anxiety dx:0.085 Diagnosis:9ccs125:Bronchitis:0.084 Maternal Vital: Ht-postPregnancy:-0.083 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.077 Maternal Maternal Lab History: URINE PH-otherPregnancy:-0.077 Maternal Maternal Lab History: APTT-postPregnancy:-0.077 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.077 * Vital: BMI-avg16to19 | coef 0.018 95% CI: [0.011 , 0.025] | OR_adj 1.018 [1.011 1.025] | occ: 1293 | OR_unadj: 3.189 [2.527 4.025] | indivs AUC:0.723 Correlated most with: Maternal Diagnosis:9ccs215:gu cong anom:-0.102 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.090 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.076 Maternal Maternal Lab History: WBC-otherPregnancy:0.076 Diagnosis:9ccs214:GI cong anom:-0.074 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.069 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.066 Newborn Diagnosis:9ccs191:Amnios dx:0.066 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.065 Maternal Maternal Lab History: CREATININE-postPregnancy:0.064 * Vital: Wt-latest | coef 0.018 95% CI: [0.011 , 0.024] | OR_adj 1.018 [1.011 1.025] | occ: 1677 | OR_unadj: 4.020 [3.127 5.168] | indivs AUC:0.703 Correlated most with: Number of Visits:0.362 Diagnosis:9ccs126:Ot up rsp in:0.282 Diagnosis:9ccs92:Otitis media:0.237 Diagnosis:9ccs10:Immuniz/scrn:0.219 Diagnosis:9ccs128:Asthma:0.149 Diagnosis:9ccs257:Ot aftercare:0.137 Diagnosis:9ccs7:Viral infect:0.137 Diagnosis:9ccs125:Bronchitis:0.134 Diagnosis:9ccs135:Intest infct:0.133 Diagnosis:9ccs122:Pneumonia:0.116 * Vital: Wt-avg16to19 | coef 0.012 95% CI: [0.005 , 0.020] | OR_adj 1.013 [1.005 1.020] | occ: 1323 | OR_unadj: 3.040 [2.410 3.836] | indivs AUC:0.708 Correlated most with: Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.104 Maternal Maternal Lab History: WBC-otherPregnancy:0.098 Maternal Diagnosis:9ccs185:Long pregncy:0.097 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.083 Maternal Vital: Wt-postPregnancy:0.083 Maternal Maternal Lab History: CREATININE-postPregnancy:0.081 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:0.079 Maternal Diagnosis:9ccs184:Early labor:-0.078 Diagnosis:9ccs143:Abdom hernia:0.077 Newborn Diagnosis:9ccs219:Low birth wt:-0.074 * Vital: Wt for Length ZScore-avg13to16 | coef 0.010 95% CI: [0.003 , 0.017] | OR_adj 1.010 [1.003 1.017] | occ: 1285 | OR_unadj: 2.287 [1.818 2.877] | indivs AUC:0.673 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.090 Maternal Diagnosis:9ccs188:Pelvic obstr:0.083 Diagnosis:9ccs143:Abdom hernia:0.081 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:-0.079 Diagnosis:9ccs214:GI cong anom:-0.076 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.073 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.070 Diagnosis:9ccs128:Asthma:0.069 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.069 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.068 * Vital: Wt for Length ZScore-avg16to19 | coef 0.009 95% CI: [0.004 , 0.015] | OR_adj 1.009 [1.004 1.015] | occ: 1292 | OR_unadj: 3.143 [2.490 3.966] | indivs AUC:0.718 Correlated most with: Maternal Diagnosis:9ccs215:gu cong anom:-0.112 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.086 Maternal Maternal Lab History: WBC-otherPregnancy:0.085 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.084 Maternal Diagnosis:9ccs185:Long pregncy:0.073 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:-0.073 Diagnosis:9ccs214:GI cong anom:-0.072 MatDeliveryAge:-0.071 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.071 Diagnosis:9ccs86:Cataract:-0.069 * Vital: Wt for Len Percentile-latest | coef 0.008 95% CI: [0.003 , 0.014] | OR_adj 1.008 [1.003 1.014] | occ: 1601 | OR_unadj: 4.255 [3.294 5.497] | indivs AUC:0.751 Correlated most with: Diagnosis:9ccs128:Asthma:0.102 Maternal Diagnosis:9ccs185:Long pregncy:0.092 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.080 Diagnosis:9ccs95:Oth nerv dx:-0.074 Diagnosis:9ccs138:Esophgeal dx:-0.073 Maternal Vital: Wt-postPregnancy:0.072 Maternal Maternal Lab History: MCH-postPregnancy:-0.071 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.070 Maternal Maternal Lab History: IRON-postPregnancy:-0.069 Maternal Maternal Lab History: WBC-otherPregnancy:0.068 * Vital: Wt for Len Percentile-avg16to19 | coef 0.008 95% CI: [0.003 , 0.014] | OR_adj 1.008 [1.003 1.014] | occ: 1294 | OR_unadj: 3.224 [2.551 4.073] | indivs AUC:0.735 Correlated most with: MatDeliveryAge:-0.089 Maternal Vital: Wt-postPregnancy:0.088 Maternal Diagnosis:9ccs185:Long pregncy:0.086 Maternal Maternal Lab History: WBC-otherPregnancy:0.078 Diagnosis:9ccs214:GI cong anom:-0.076 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.076 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.076 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.076 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.075 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.075 * Vital: Wt for Length ZScore-avg7to10 | coef 0.008 95% CI: [0.004 , 0.013] | OR_adj 1.008 [1.004 1.013] | occ: 1346 | OR_unadj: 2.147 [1.708 2.700] | indivs AUC:0.675 Correlated most with: Diagnosis:9ccs128:Asthma:0.096 Diagnosis:9ccs95:Oth nerv dx:-0.088 Newborn Diagnosis:9ccs191:Amnios dx:0.084 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.083 Maternal Vital: Ht-postPregnancy:-0.081 Diagnosis:9ccs125:Bronchitis:0.080 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.075 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.075 Maternal Maternal Procedure History:S9470-postPregnancy:0.075 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.074 MatDeliveryAge | coef 0.007 95% CI: [0.004 , 0.011] | OR_adj 1.007 [1.004 1.011] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.529 Correlated most with: MatDeliveryAge:1.000 Maternal Diagnosis:9ccs176:Contraceptiv:0.243 Maternal Diagnosis:9ccs186:DM in preg:0.233 Maternal Diagnosis:9ccs189:Prev c-sectn:0.193 Maternal Diagnosis:9ccs195:Ot compl bir:0.147 Newborn Diagnosis:9ccs259:Unclassified:0.132 Maternal Diagnosis:9ccs49:DiabMel no c:0.121 Number of Visits:0.107 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.104 Maternal Maternal Lab History: CREATININE-postPregnancy:0.104 * Vital: Wt for Length Zscore-avg10to13 | coef 0.005 95% CI: [0.002 , 0.009] | OR_adj 1.006 [1.002 1.009] | occ: 1403 | OR_unadj: 2.480 [1.970 3.122] | indivs AUC:0.670 Correlated most with: Maternal Diagnosis:9ccs167:Breast dx:-0.108 Diagnosis:9ccs128:Asthma:0.092 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.091 Newborn Diagnosis:9ccs191:Amnios dx:0.089 Maternal Maternal Procedure History:86580-otherPregnancy:-0.079 MatDeliveryAge:-0.078 Diagnosis:9ccs95:Oth nerv dx:-0.075 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.071 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.069 Maternal Maternal Lab History: WBC-otherPregnancy:0.069 * Vital: BMI-avg10to13 | coef 0.005 95% CI: [0.002 , 0.009] | OR_adj 1.005 [1.002 1.009] | occ: 1400 | OR_unadj: 2.301 [1.830 2.895] | indivs AUC:0.648 Correlated most with: Maternal Diagnosis:9ccs167:Breast dx:-0.131 Diagnosis:9ccs128:Asthma:0.101 Newborn Diagnosis:9ccs191:Amnios dx:0.094 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.091 Diagnosis:9ccs246:FUO:-0.079 MatDeliveryAge:-0.077 Maternal Maternal Procedure History:86580-otherPregnancy:-0.075 Diagnosis:9ccs95:Oth nerv dx:-0.071 Newborn Diagnosis:9ccs47:Ot bnign neo:0.069 Diagnosis:9ccs143:Abdom hernia:0.068 * Vital: Wt for Len Percentile-avg10to13 | coef 0.005 95% CI: [0.002 , 0.009] | OR_adj 1.005 [1.002 1.009] | occ: 1404 | OR_unadj: 2.684 [2.131 3.381] | indivs AUC:0.669 Correlated most with: Diagnosis:9ccs128:Asthma:0.105 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.090 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080 MatDeliveryAge:-0.077 Newborn Diagnosis:9ccs191:Amnios dx:0.074 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.074 Maternal Diagnosis:9ccs190:Fetal distrs:0.073 Diagnosis:9ccs95:Oth nerv dx:-0.071 Diagnosis:9ccs143:Abdom hernia:0.069 Maternal Diagnosis:9ccs185:Long pregncy:0.069 * Vital: Wt for Len Percentile-gain3to7 | coef 0.005 95% CI: [0.001 , 0.010] | OR_adj 1.005 [1.001 1.010] | occ: 1184 | OR_unadj: 1.549 [1.223 1.962] | indivs AUC:0.532 Correlated most with: Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.087 Newborn Diagnosis:9ccs224:Ot perint dx:-0.080 Diagnosis:9ccs204:Ot joint dx:0.079 Diagnosis:9ccs76:Meningitis:0.071 Diagnosis:9ccs92:Otitis media:0.069 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.069 Maternal Vital: Ht-postPregnancy:-0.065 Lab:294048 STOOL CULTURE - LMC:-0.064 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.064 Maternal Maternal Lab History: RET %-postPregnancy:-0.063 * Vital: Wt-avg0to1 | coef 0.005 95% CI: [0.000 , 0.009] | OR_adj 1.005 [1.000 1.009] | occ: 1356 | OR_unadj: 1.489 [1.184 1.873] | indivs AUC:0.573 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.352 Maternal Diagnosis:9ccs184:Early labor:-0.345 Diagnosis:9ccs219:Low birth wt:-0.282 Maternal Diagnosis:9ccs185:Long pregncy:0.261 Maternal Diagnosis:9ccs183:HTN in preg:-0.159 Lab:297262 HEMOGLOBIN (HEMOCUE):0.131 Newborn Diagnosis:9ccs221:Resp distres:-0.123 Newborn Diagnosis:9ccs222:Perint jaund:-0.114 Maternal Diagnosis:9ccs190:Fetal distrs:0.110 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.106 * Vital: Wt for Len Percentile-gain0to24 | coef 0.005 95% CI: [0.001 , 0.009] | OR_adj 1.005 [1.001 1.009] | occ: 1392 | OR_unadj: 3.861 [3.032 4.917] | indivs AUC:0.753 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.102 Maternal Vital: Wt-postPregnancy:0.092 Diagnosis:9ccs128:Asthma:0.080 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.070 Diagnosis:9ccs243:Poisn nonmed:0.068 Diagnosis:9ccs95:Oth nerv dx:-0.066 Diagnosis:9ccs214:GI cong anom:-0.066 Maternal Diagnosis:9ccs184:Early labor:-0.064 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.063 Diagnosis:9ccs246:FUO:0.062 * Vital: Wt for Length ZScore-avg3to5 | coef 0.004 95% CI: [0.001 , 0.007] | OR_adj 1.004 [1.001 1.007] | occ: 1321 | OR_unadj: 1.681 [1.337 2.114] | indivs AUC:0.639 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.103 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.087 Maternal Maternal Lab History: MCH-postPregnancy:-0.086 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.082 Maternal Vital: Ht-postPregnancy:-0.078 Maternal Diagnosis:9ccs50:DiabMel w/cm:-0.077 Maternal Diagnosis:9ccs175:Ot femal gen:0.074 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.074 Maternal Maternal Lab History: MCV-postPregnancy:-0.072 Diagnosis:9ccs59:Anemia:0.070 * Vital: Wt-avg3to5 | coef 0.003 95% CI: [0.001 , 0.006] | OR_adj 1.003 [1.001 1.006] | occ: 1344 | OR_unadj: 1.988 [1.580 2.502] | indivs AUC:0.629 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.187 Maternal Diagnosis:9ccs184:Early labor:-0.178 Maternal Diagnosis:9ccs185:Long pregncy:0.149 Diagnosis:9ccs219:Low birth wt:-0.140 Diagnosis:9ccs138:Esophgeal dx:-0.105 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.104 Maternal Maternal Lab History: LIPASE-postPregnancy:0.099 Maternal Maternal Lab History: IRON-postPregnancy:-0.095 Newborn Diagnosis:9ccs253:Allergy:-0.093 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.089 * Vital: Wt Percentile-latest | coef 0.003 95% CI: [0.000 , 0.006] | OR_adj 1.003 [1.000 1.006] | occ: 1034 | OR_unadj: 2.653 [2.104 3.345] | indivs AUC:0.695 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.096 Maternal Maternal Lab History: IRON-postPregnancy:-0.096 Diagnosis:9ccs128:Asthma:0.091 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:-0.084 Maternal Vital: Wt-postPregnancy:0.083 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.075 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.070 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.070 Diagnosis:9ccs136:Teeth dx:-0.070 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.069 * Vital: Wt-avg1to3 | coef 0.003 95% CI: [-0.000 , 0.006] | OR_adj 1.003 [1.000 1.006] | occ: 1388 | OR_unadj: 1.947 [1.549 2.448] | indivs AUC:0.580 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.301 Maternal Diagnosis:9ccs184:Early labor:-0.294 Diagnosis:9ccs219:Low birth wt:-0.233 Maternal Diagnosis:9ccs185:Long pregncy:0.167 Newborn Diagnosis:9ccs221:Resp distres:-0.122 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117 Newborn Diagnosis:9ccs222:Perint jaund:-0.116 Newborn Diagnosis:9ccs253:Allergy:-0.104 Lab:297262 HEMOGLOBIN (HEMOCUE):0.103 Maternal Diagnosis:9ccs183:HTN in preg:-0.096 Vital: Temp-latest | coef 0.003 95% CI: [-0.000 , 0.006] | OR_adj 1.003 [1.000 1.006] | occ: 1676 | OR_unadj: 1.157 [0.921 1.453] | indivs AUC:0.495 Correlated most with: Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.108 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.099 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.098 Maternal Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:-0.088 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.086 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.083 Diagnosis:9ccs83:Epilepsy/cnv:0.083 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.083 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.081 Diagnosis:9ccs124:Tonsillitis:0.081 * Vital: Wt for Len Percentile-avg5to7 | coef 0.003 95% CI: [-0.000 , 0.005] | OR_adj 1.003 [1.000 1.005] | occ: 1198 | OR_unadj: 2.078 [1.634 2.643] | indivs AUC:0.619 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.091 Maternal Diagnosis:9ccs190:Fetal distrs:0.078 Diagnosis:9ccs95:Oth nerv dx:-0.078 Maternal Vital: Ht-postPregnancy:-0.078 Maternal Maternal Lab History: CREATININE-postPregnancy:0.077 Newborn Diagnosis:9ccs191:Amnios dx:0.076 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.076 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.071 Diagnosis:9ccs204:Ot joint dx:0.071 Diagnosis:9ccs128:Asthma:0.070 * Vital: Wt for Length ZScore-avg1to3 | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 1377 | OR_unadj: 1.349 [1.074 1.693] | indivs AUC:0.564 Correlated most with: Number of Visits:-0.081 Diagnosis:9ccs138:Esophgeal dx:-0.081 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.079 Diagnosis:9ccs129:Asp pneumon:-0.077 Maternal Maternal Lab History: SODIUM-postPregnancy:0.075 Maternal Maternal Lab History: PATIENT-postPregnancy:0.074 Maternal Maternal Lab History: MCH-postPregnancy:-0.073 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.073 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.073 Maternal Diagnosis:9ccs116:Art embolism:-0.070 * Vital: BMI-avg3to5 | coef 0.002 95% CI: [-0.001 , 0.005] | OR_adj 1.002 [0.999 1.005] | occ: 1314 | OR_unadj: 1.808 [1.437 2.274] | indivs AUC:0.635 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.107 Maternal Maternal Procedure History:96372-postPregnancy:-0.100 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.093 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.088 Maternal Maternal Lab History: MCH-postPregnancy:-0.082 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.080 Maternal Maternal Lab History: FASTING-otherPregnancy:-0.078 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.076 Newborn Diagnosis:9ccs166:Oth male gen:0.076 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.074 * Vital: BMI-avg1to3 | coef 0.002 95% CI: [-0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 1370 | OR_unadj: 1.693 [1.347 2.129] | indivs AUC:0.604 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.155 Maternal Diagnosis:9ccs184:Early labor:-0.147 Diagnosis:9ccs219:Low birth wt:-0.133 Diagnosis:9ccs64:Ot hematl dx:0.098 Maternal Diagnosis:9ccs126:Ot up rsp in:0.092 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.092 Diagnosis:9ccs138:Esophgeal dx:-0.091 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.083 Maternal Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:0.082 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.080 * Vital: Wt-avg5to7 | coef 0.002 95% CI: [-0.001 , 0.005] | OR_adj 1.002 [0.999 1.005] | occ: 1369 | OR_unadj: 2.216 [1.761 2.787] | indivs AUC:0.613 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:-0.121 Maternal Diagnosis:9ccs185:Long pregncy:0.115 Newborn Diagnosis:9ccs219:Low birth wt:-0.110 Diagnosis:9ccs138:Esophgeal dx:-0.100 Maternal Diagnosis:9ccs244:Other injury:0.097 Diagnosis:9ccs219:Low birth wt:-0.090 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.084 Diagnosis:9ccs95:Oth nerv dx:-0.084 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.080 Diagnosis:9ccs128:Asthma:0.080 * Vital: Wt Percentile-gain0to24 | coef 0.002 95% CI: [-0.001 , 0.005] | OR_adj 1.002 [0.999 1.005] | occ: 914 | OR_unadj: 2.491 [1.969 3.150] | indivs AUC:0.673 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.093 Maternal Vital: Wt-postPregnancy:0.093 Diagnosis:9ccs136:Teeth dx:-0.092 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.078 Maternal Maternal Lab History: IRON-postPregnancy:-0.078 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.076 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.075 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:-0.074 Maternal Diagnosis:9ccs184:Early labor:-0.074 Maternal Maternal Lab History: LEAD LEVEL-postPregnancy:-0.073 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 1122 | OR_unadj: 1.093 [0.852 1.402] | indivs AUC:0.443 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.998 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.948 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.945 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.789 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.787 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.787 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.783 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.746 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.744 Vital: Ht Percentile-gain13to19 | coef 0.002 95% CI: [-0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 832 | OR_unadj: 1.172 [0.894 1.536] | indivs AUC:0.476 Correlated most with: Maternal Diagnosis:9ccs172:Ovarian cyst:-0.093 Maternal Diagnosis:9ccs39:Leukemias:0.090 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:-0.075 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:0.074 Maternal Diagnosis:9ccs84:Headache/mig:-0.073 Diagnosis:9ccs244:Other injury:0.068 Newborn Diagnosis:9ccs191:Amnios dx:-0.067 Newborn Diagnosis:9ccs223:Birth trauma:-0.066 Maternal Diagnosis:9ccs126:Ot up rsp in:0.065 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.065 Vital: Ht-gain7to13 | coef -0.002 95% CI: [-0.004 , 0.000] | OR_adj 0.998 [0.996 1.000] | occ: 1476 | OR_unadj: 1.168 [0.864 1.580] | indivs AUC:0.536 Correlated most with: Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.097 Maternal Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:-0.088 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.086 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.085 Maternal Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:0.085 Lab:292147 TSH - Sunrise:0.084 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.084 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.083 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.079 Maternal Diagnosis:9ccs183:HTN in preg:-0.079 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest | coef 0.002 95% CI: [-0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 1128 | OR_unadj: 1.098 [0.856 1.409] | indivs AUC:0.440 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.998 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.949 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.946 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.788 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.787 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.787 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.785 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.746 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.744 Vital: Wt-gain1to5 | coef -0.002 95% CI: [-0.003 , 0.000] | OR_adj 0.998 [0.997 1.000] | occ: 1472 | OR_unadj: 0.993 [0.790 1.247] | indivs AUC:0.522 Correlated most with: Number of Visits:0.182 Diagnosis:9ccs126:Ot up rsp in:0.129 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.107 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.095 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.095 Maternal Diagnosis:9ccs120:Hemmorhoids:-0.091 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.091 Diagnosis:9ccs257:Ot aftercare:0.090 Lab:297275 STREP RAPID TEST (POCT):-0.085 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy:-0.084 * Vital: Wt for Length ZScore-avg5to7 | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 1347 | OR_unadj: 1.778 [1.414 2.235] | indivs AUC:0.617 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.108 Diagnosis:9ccs95:Oth nerv dx:-0.102 Diagnosis:9ccs128:Asthma:0.094 Newborn Diagnosis:9ccs218:Liveborn:0.085 Maternal Vital: Ht-postPregnancy:-0.079 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.077 Maternal Maternal Lab History: MCH-postPregnancy:-0.076 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.076 Maternal Vital: Ht-otherPregnancy:-0.073 Diagnosis:9ccs204:Ot joint dx:0.072 Vital: HC-gain0to3 | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 1344 | OR_unadj: 1.162 [0.915 1.474] | indivs AUC:0.517 Correlated most with: Maternal Diagnosis:9ccs95:Oth nerv dx:-0.094 Maternal Diagnosis:9ccs185:Long pregncy:-0.083 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:-0.077 Maternal Diagnosis:9ccs211:Ot conn tiss:-0.077 Maternal Diagnosis:9ccs75:Hx mental dx:-0.069 Maternal Diagnosis:9ccs169:Endometrios:-0.067 Diagnosis:9ccs2611:E Codes: Natural/environment:0.067 Diagnosis:9ccs6:Hepatitis:0.066 Maternal Diagnosis:9ccs217:Ot cong anom:-0.066 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.066 * Vital: Wt-gain3to7 | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 1487 | OR_unadj: 1.284 [1.021 1.614] | indivs AUC:0.520 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.097 Diagnosis:9ccs92:Otitis media:0.091 Number of Visits:0.090 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:-0.086 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.084 Lab:294048 STOOL CULTURE - LMC:-0.080 Maternal Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.080 Maternal Diagnosis:9ccs244:Other injury:0.078 Diagnosis:9ccs127:COPD:0.078 Maternal Vital: BP-postPregnancy:0.077 Vital: Wt Percentile-gain16to24 | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 963 | OR_unadj: 0.991 [0.728 1.347] | indivs AUC:0.550 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.089 Maternal Diagnosis:9ccs39:Leukemias:-0.089 Number of Visits:-0.084 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.084 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.082 Diagnosis:9ccs115:Aneurysm:-0.082 Newborn Diagnosis:9ccs47:Ot bnign neo:-0.082 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.082 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.081 Diagnosis:9ccs143:Abdom hernia:-0.079 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 1068 | OR_unadj: 1.150 [0.896 1.474] | indivs AUC:0.537 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.996 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.560 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.559 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.558 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.557 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.474 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.473 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.451 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.449 Vital: Wt for Len Percentile-gain5to10 | coef -0.001 95% CI: [-0.003 , 0.000] | OR_adj 0.999 [0.997 1.000] | occ: 1318 | OR_unadj: 0.982 [0.778 1.240] | indivs AUC:0.558 Correlated most with: Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.075 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.074 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.072 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.068 Maternal Maternal Lab History: WEIGHT-postPregnancy:-0.067 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.066 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:-0.063 Maternal Maternal Lab History: PO2-postPregnancy:0.063 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.063 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.063 * Vital: Wt-avg7to10 | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 1374 | OR_unadj: 2.112 [1.680 2.657] | indivs AUC:0.618 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.117 Maternal Diagnosis:9ccs244:Other injury:0.100 Newborn Diagnosis:9ccs219:Low birth wt:-0.089 Maternal Maternal Procedure History:S9470-postPregnancy:0.086 Maternal Diagnosis:9ccs184:Early labor:-0.084 Maternal Diagnosis:9ccs188:Pelvic obstr:0.081 Maternal Maternal Lab History: URINE PH-otherPregnancy:-0.080 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.079 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.077 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.075 Number of Visits | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 1696 | OR_unadj: 0.956 [0.759 1.205] | indivs AUC:0.444 Correlated most with: Number of Visits:1.000 Diagnosis:9ccs126:Ot up rsp in:0.440 Diagnosis:9ccs7:Viral infect:0.408 Diagnosis:9ccs92:Otitis media:0.404 Diagnosis:9ccs257:Ot aftercare:0.371 Diagnosis:9ccs155:Other GI dx:0.323 Diagnosis:9ccs133:Oth low resp:0.321 Diagnosis:9ccs128:Asthma:0.320 Diagnosis:9ccs253:Allergy:0.299 Diagnosis:9ccs135:Intest infct:0.295 * Vital: Ht Percentile-avg16to19 | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 747 | OR_unadj: 1.399 [1.073 1.825] | indivs AUC:0.547 Correlated most with: Maternal Vital: Ht-postPregnancy:0.086 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.082 Maternal Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.079 Maternal Maternal Procedure History:J1055-postPregnancy:-0.076 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.076 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.074 Maternal Maternal Procedure History:90772-postPregnancy:-0.074 Maternal Maternal Procedure History:59430-postPregnancy:-0.073 Diagnosis:9ccs147:Anal/rectal:0.072 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:-0.071 Vital: Wt for Length ZScore-gain1to5 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1421 | OR_unadj: 1.022 [0.812 1.287] | indivs AUC:0.481 Correlated most with: Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.104 Maternal Diagnosis:9ccs184:Early labor:0.098 Newborn Diagnosis:9ccs91:Other eye dx:0.091 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.087 Maternal Diagnosis:9ccs185:Long pregncy:-0.081 Maternal Vital: Ht-postPregnancy:-0.081 Diagnosis:9ccs198:Ot infl skin:-0.081 Newborn Diagnosis:9ccs221:Resp distres:0.081 Newborn Diagnosis:9ccs219:Low birth wt:0.080 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.079 * Vital: BMI Percentile-latest | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 247 | OR_unadj: 2.918 [2.034 4.185] | indivs AUC:0.572 Correlated most with: Maternal Maternal Lab History: LH-postPregnancy:0.130 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.128 Maternal Diagnosis:9ccs72:Anxiety dx:-0.123 Maternal Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy:-0.106 Diagnosis:9ccs214:GI cong anom:-0.105 Maternal Maternal Lab History: PROGESTERONE-postPregnancy:-0.101 Maternal Maternal Lab History: TSH-postPregnancy:0.101 Maternal Diagnosis:9ccs120:Hemmorhoids:-0.100 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.094 Newborn Diagnosis:9ccs253:Allergy:-0.093 * Vital: Wt-gain13to19 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1448 | OR_unadj: 1.720 [1.369 2.161] | indivs AUC:0.588 Correlated most with: Diagnosis:9ccs130:Pleurisy:0.076 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.070 Maternal Diagnosis:9ccs183:HTN in preg:-0.065 Diagnosis:9ccs243:Poisn nonmed:0.065 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:0.063 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.063 Maternal Vital: RR-otherPregnancy:-0.062 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.062 Maternal Diagnosis:9ccs117:Ot circul dx:0.060 Maternal Diagnosis:9ccs172:Ovarian cyst:-0.059 Vital: BMI-gain5to10 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1471 | OR_unadj: 1.143 [0.910 1.435] | indivs AUC:0.581 Correlated most with: Maternal Maternal Lab History: MPV-postPregnancy:0.101 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.090 Maternal Maternal Lab History: PTT-otherPregnancy:-0.079 Maternal Maternal Lab History: POTASSIUM-postPregnancy:0.079 Maternal Maternal Lab History: INR-postPregnancy:-0.077 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.076 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:-0.075 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.072 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.070 Maternal Maternal Lab History: AST-otherPregnancy:0.070 Vital: Wt Percentile-gain13to19 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 812 | OR_unadj: 1.283 [0.948 1.736] | indivs AUC:0.545 Correlated most with: Maternal Diagnosis:9ccs172:Ovarian cyst:-0.093 Diagnosis:9ccs61:Sickle cell:-0.086 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.083 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:-0.082 Maternal Maternal Procedure History:90746-postPregnancy:0.077 Diagnosis:9ccs230:Fx leg:0.077 Maternal Diagnosis:9ccs39:Leukemias:0.075 Maternal Diagnosis:9ccs117:Ot circul dx:0.074 Maternal Vital: Wt Change-otherPregnancy:-0.073 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.072 Vital: Ht Percentile-avg5to7 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 474 | OR_unadj: 1.174 [0.856 1.610] | indivs AUC:0.517 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.108 Maternal Maternal Procedure History:97803-otherPregnancy:-0.095 Maternal Maternal Procedure History:59430-postPregnancy:-0.091 Maternal Vital: Ht-postPregnancy:0.090 Diagnosis:9ccs117:Ot circul dx:-0.088 Maternal Maternal Lab History: PROGESTERONE-postPregnancy:-0.087 Maternal Maternal Lab History: UIBC-postPregnancy:-0.084 Diagnosis:9ccs219:Low birth wt:-0.082 Maternal Maternal Lab History: TSH-postPregnancy:0.081 Newborn Diagnosis:9ccs217:Ot cong anom:0.081 * Vital: Wt-avg13to16 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1316 | OR_unadj: 2.403 [1.908 3.025] | indivs AUC:0.668 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.109 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.100 Maternal Diagnosis:9ccs8:Oth infectns:0.088 Maternal Maternal Lab History: WBC-otherPregnancy:0.086 Diagnosis:9ccs136:Teeth dx:-0.078 Maternal Diagnosis:9ccs190:Fetal distrs:0.078 Diagnosis:9ccs143:Abdom hernia:0.077 Maternal Diagnosis:9ccs188:Pelvic obstr:0.077 Maternal Vital: Wt-postPregnancy:0.077 Diagnosis:9ccs147:Anal/rectal:0.077 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1116 | OR_unadj: 1.314 [1.027 1.682] | indivs AUC:0.519 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.998 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.512 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.511 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.345 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.344 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.213 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.213 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.195 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.195 * Vital: BMI-avg13to16 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1283 | OR_unadj: 2.266 [1.799 2.852] | indivs AUC:0.652 Correlated most with: Maternal Maternal Lab History: TWIN B NT-postPregnancy:-0.130 Maternal Maternal Lab History: TWIN B CRL-postPregnancy:-0.130 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.086 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.085 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.075 Maternal Diagnosis:9ccs188:Pelvic obstr:0.075 Diagnosis:9ccs143:Abdom hernia:0.075 Maternal Maternal Lab History: APF MoM-postPregnancy:-0.075 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.073 MatDeliveryAge:-0.071 * Vital: Wt-gain0to3 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1425 | OR_unadj: 1.462 [1.162 1.839] | indivs AUC:0.534 Correlated most with: Maternal Diagnosis:9ccs75:Hx mental dx:-0.111 Maternal Diagnosis:9ccs217:Ot cong anom:-0.100 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.091 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.089 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.088 Maternal Maternal Procedure History:99000-otherPregnancy:-0.082 Maternal Maternal Lab History: FREE T3-postPregnancy:0.078 Maternal Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:0.077 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.076 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.071 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1129 | OR_unadj: 1.293 [1.010 1.656] | indivs AUC:0.499 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.998 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.487 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.486 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.463 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.462 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.440 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.438 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.393 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.392 * Vital: Wt for Len Percentile-avg13to16 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1286 | OR_unadj: 2.171 [1.726 2.731] | indivs AUC:0.666 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.104 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.078 MatDeliveryAge:-0.076 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.076 Diagnosis:9ccs147:Anal/rectal:0.072 Maternal Diagnosis:9ccs188:Pelvic obstr:0.071 Maternal Diagnosis:9ccs186:DM in preg:-0.069 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.068 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.067 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.065 Vital: HC-gain16to24 | coef -0.001 95% CI: [-0.002 , 0.000] | OR_adj 0.999 [0.998 1.000] | occ: 1079 | OR_unadj: 1.219 [0.956 1.555] | indivs AUC:0.511 Correlated most with: Maternal Diagnosis:9ccs98:HTN:-0.089 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:0.083 Diagnosis:9ccs134:Ot uppr resp:-0.076 Number of Visits:-0.073 Maternal Vital: BP-otherPregnancy:-0.069 Maternal Maternal Lab History: RUBELLA-otherPregnancy:-0.063 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.062 Lab:306854 PLATELET COUNT - Sunrise:-0.061 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.060 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:0.060 Vital: Wt-gain5to10 | coef -0.001 95% CI: [-0.002 , 0.000] | OR_adj 0.999 [0.998 1.000] | occ: 1472 | OR_unadj: 1.156 [0.922 1.450] | indivs AUC:0.577 Correlated most with: Maternal Maternal Lab History: PTT-otherPregnancy:-0.090 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.084 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.081 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.080 Maternal Maternal Lab History: AST-otherPregnancy:0.078 Diagnosis:9ccs259:Unclassified:-0.076 Maternal Maternal Lab History: MPV-postPregnancy:0.075 Maternal Maternal Diagnosis:9ccs244:Other injury-postPregnancy:-0.073 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.073 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.071 Vital: Wt for Length ZScore-gain7to13 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1479 | OR_unadj: 1.133 [0.902 1.422] | indivs AUC:0.580 Correlated most with: Maternal Vital: Wt Change-postPregnancy:-0.087 Lab:306854 PLATELET COUNT - Sunrise:-0.081 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.075 Diagnosis:9ccs138:Esophgeal dx:0.070 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.069 Newborn Diagnosis:9ccs218:Liveborn:-0.068 Maternal Diagnosis:9ccs93:Dizziness:-0.066 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.066 Maternal Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:-0.066 Diagnosis:9ccs61:Sickle cell:-0.065 * Vital: Wt Percentile-avg16to19 | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.002] | occ: 746 | OR_unadj: 2.004 [1.568 2.561] | indivs AUC:0.605 Correlated most with: Maternal Vital: Wt-postPregnancy:0.092 Maternal Maternal Lab History: LEAD LEVEL-postPregnancy:-0.088 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.084 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.083 Maternal Diagnosis:9ccs185:Long pregncy:0.081 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.080 Maternal Maternal Lab History: IRON-postPregnancy:-0.078 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.076 Diagnosis:9ccs136:Teeth dx:-0.076 Maternal Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.074 * Vital: Wt for Len Percentile-avg19to24 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1398 | OR_unadj: 3.884 [3.049 4.948] | indivs AUC:0.767 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.104 Maternal Vital: Wt-postPregnancy:0.093 Diagnosis:9ccs128:Asthma:0.082 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.071 Diagnosis:9ccs243:Poisn nonmed:0.069 Diagnosis:9ccs214:GI cong anom:-0.066 Maternal Diagnosis:9ccs184:Early labor:-0.065 Diagnosis:9ccs95:Oth nerv dx:-0.064 Diagnosis:9ccs246:FUO:0.062 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.062 Vital: Ht-gain16to24 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1442 | OR_unadj: 0.985 [0.700 1.387] | indivs AUC:0.536 Correlated most with: Number of Visits:-0.094 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.077 Diagnosis:9ccs55:Fluid/elc dx:-0.073 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.072 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.070 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.070 Maternal Diagnosis:9ccs36:Thyroid cncr:-0.069 Maternal Diagnosis:9ccs39:Leukemias:-0.067 Newborn Diagnosis:9ccs106:Dysrhythmia:-0.066 Maternal Diagnosis:9ccs208:Acq foot def:-0.065 Vital: HC-gain1to5 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.445 Correlated most with: Number of Visits:0.113 Diagnosis:9ccs126:Ot up rsp in:0.097 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.089 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.088 Diagnosis:9ccs125:Bronchitis:0.086 Maternal Maternal Lab History: IRON-otherPregnancy:-0.086 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.080 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.080 Maternal Maternal Lab History: FERRITIN-otherPregnancy:-0.078 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.075 Vital: Wt for Length ZScore-gain0to3 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1343 | OR_unadj: 1.177 [0.935 1.480] | indivs AUC:0.554 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:-0.099 Newborn Diagnosis:9ccs219:Low birth wt:-0.098 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.087 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.082 Diagnosis:9ccs151:Oth liver dx:-0.081 Maternal Diagnosis:9ccs49:DiabMel no c:0.079 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.077 Maternal Vital: RR-otherPregnancy:-0.077 Diagnosis:9ccs216:Nerv cong an:-0.074 Diagnosis:9ccs122:Pneumonia:0.074 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1067 | OR_unadj: 1.024 [0.789 1.329] | indivs AUC:0.503 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.998 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.507 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.506 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.481 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.480 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.444 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.443 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.351 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.348 Vital: BMI-gain10to16 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1482 | OR_unadj: 0.877 [0.692 1.111] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: APTT-postPregnancy:-0.086 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.081 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.080 Maternal Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:-0.074 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.072 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.072 Number of Visits:0.069 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.068 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.068 Diagnosis:9ccs214:GI cong anom:0.062 Vital: Wt for Length ZScore-gain13to19 | coef 0.000 95% CI: [-0.001 , 0.002] | OR_adj 1.000 [0.999 1.002] | occ: 1485 | OR_unadj: 1.109 [0.884 1.392] | indivs AUC:0.507 Correlated most with: Maternal Maternal Lab History: PATIENT-postPregnancy:-0.091 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.074 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:0.074 Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.072 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.067 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.066 Maternal Diagnosis:9ccs211:Ot conn tiss:0.066 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:-0.065 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.065 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.064 Vital: Ht-avg7to10 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.483 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.153 Maternal Diagnosis:9ccs184:Early labor:-0.145 Maternal Diagnosis:9ccs185:Long pregncy:0.098 Maternal Diagnosis:9ccs188:Pelvic obstr:0.081 Diagnosis:9ccs219:Low birth wt:-0.081 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:-0.081 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.075 Maternal Vital: Ht-postPregnancy:0.073 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.070 Maternal Diagnosis:9ccs244:Other injury:0.069 * Vital: BMI Percentile-avg19to24 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 275 | OR_unadj: 2.882 [2.032 4.086] | indivs AUC:0.597 Correlated most with: Maternal Maternal Lab History: LH-postPregnancy:0.123 Maternal Diagnosis:9ccs72:Anxiety dx:-0.115 Diagnosis:9ccs214:GI cong anom:-0.106 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.100 Maternal Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy:-0.097 Maternal Maternal Lab History: PROGESTERONE-postPregnancy:-0.095 Maternal Maternal Lab History: TSH-postPregnancy:0.095 Maternal Diagnosis:9ccs120:Hemmorhoids:-0.091 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.090 Newborn Diagnosis:9ccs253:Allergy:-0.086 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1073 | OR_unadj: 1.178 [0.920 1.510] | indivs AUC:0.544 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.996 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.560 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.558 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.558 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.556 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.473 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.472 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.450 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.449 Vital: BMI-gain3to7 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1478 | OR_unadj: 1.130 [0.893 1.430] | indivs AUC:0.547 Correlated most with: Diagnosis:9ccs127:COPD:0.084 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.076 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.075 Diagnosis:9ccs222:Perint jaund:-0.075 Maternal Vital: BP-postPregnancy:0.074 Maternal Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.074 Lab:294048 STOOL CULTURE - LMC:-0.074 Diagnosis:9ccs92:Otitis media:0.073 Maternal Vital: BP-otherPregnancy:0.072 Maternal Vital: Wt-otherPregnancy:0.072 Vital: BMI-gain1to5 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1461 | OR_unadj: 0.988 [0.787 1.241] | indivs AUC:0.502 Correlated most with: Number of Visits:0.153 Diagnosis:9ccs126:Ot up rsp in:0.121 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.116 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.095 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.089 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.084 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.081 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.081 Maternal Diagnosis:9ccs120:Hemmorhoids:-0.079 Maternal Diagnosis:9ccs184:Early labor:0.078 Maternal Maternal Lab History: WBC-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 549 | OR_unadj: 1.015 [0.727 1.418] | indivs AUC:0.526 Correlated most with: Maternal Maternal Lab History: WBC-postPregnancy:1.000 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.789 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.661 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.550 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.465 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.356 Maternal Maternal Lab History: WBC-otherPregnancy:0.296 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.233 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.228 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:-0.222 Vital: Temp-avg3to5 | coef 0.000 95% CI: [-0.001 , 0.001] | OR_adj 1.000 [0.999 1.001] | occ: 1345 | OR_unadj: 1.059 [0.839 1.337] | indivs AUC:0.533 Correlated most with: Maternal Maternal Procedure History:99000-otherPregnancy:0.085 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.083 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:-0.083 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.078 Diagnosis:9ccs7:Viral infect:-0.078 Maternal Vital: SpO2-otherPregnancy:-0.076 Maternal Vital: BMI-otherPregnancy:0.074 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.073 Maternal Vital: Wt-otherPregnancy:0.073 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy:0.071 Vital: Ht Percentile-gain3to7 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 514 | OR_unadj: 0.967 [0.692 1.353] | indivs AUC:0.509 Correlated most with: Maternal Diagnosis:9ccs172:Ovarian cyst:0.110 Newborn Diagnosis:9ccs166:Oth male gen:0.094 Lab:294199 BILIRUBIN SCAN - LMC:0.094 Maternal Maternal Lab History: LEAD LEVEL-otherPregnancy:0.088 Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:-0.085 Maternal Maternal Lab History: ANION GAP-postPregnancy:-0.083 Maternal Maternal Lab History: IRON-otherPregnancy:0.080 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.080 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.080 Maternal Diagnosis:9ccs208:Acq foot def:0.079 Vital: BMI-gain7to13 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1496 | OR_unadj: 1.138 [0.883 1.468] | indivs AUC:0.480 Correlated most with: Maternal Maternal Lab History: Varicella IgG-postPregnancy:0.119 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.107 Maternal Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:0.098 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.095 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.093 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.090 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.090 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.084 Maternal Maternal Lab History: HCG-otherPregnancy:-0.083 Maternal Maternal Lab History: PTT-otherPregnancy:0.080 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1123 | OR_unadj: 1.078 [0.842 1.380] | indivs AUC:0.554 Correlated most with: Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:1.000 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.996 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.736 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.734 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.673 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.670 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.639 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.638 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.623 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.621 * Vital: Wt-gain7to13 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1496 | OR_unadj: 1.701 [1.338 2.162] | indivs AUC:0.561 Correlated most with: Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.117 Maternal Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:0.104 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.100 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.100 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.100 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.099 Maternal Maternal Lab History: PTT-otherPregnancy:0.094 Maternal Maternal Lab History: HCG-otherPregnancy:-0.091 Maternal Maternal Lab History: IRON-otherPregnancy:-0.091 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.087 * Vital: Wt for Len Percentile-avg7to10 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1339 | OR_unadj: 2.266 [1.799 2.853] | indivs AUC:0.670 Correlated most with: Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.088 Diagnosis:9ccs128:Asthma:0.084 Diagnosis:9ccs95:Oth nerv dx:-0.083 Maternal Maternal Lab History: APTT-postPregnancy:-0.082 Diagnosis:9ccs125:Bronchitis:0.077 Maternal Maternal Procedure History:S9470-postPregnancy:0.076 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.075 MatDeliveryAge:-0.073 Maternal Maternal Lab History: RDW-postPregnancy:0.071 Maternal Vital: Ht-postPregnancy:-0.069 Vital: Wt for Len Percentile-gain10to16 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1330 | OR_unadj: 1.141 [0.909 1.433] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.091 Maternal Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:-0.081 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.071 Newborn Diagnosis:9ccs162:Ot dx bladdr:-0.070 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.069 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.069 Maternal Maternal Lab History: GTT 90 MIN-postPregnancy:-0.068 Maternal Maternal Lab History: APTT-postPregnancy:-0.067 Newborn Diagnosis:9ccs223:Birth trauma:0.064 Diagnosis:9ccs142:Appendicitis:-0.064 * Vital: Ht Percentile-avg10to13 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 660 | OR_unadj: 1.758 [1.345 2.298] | indivs AUC:0.555 Correlated most with: Diagnosis:9ccs223:Birth trauma:0.096 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.089 Maternal Maternal Lab History: LEAD LEVEL-postPregnancy:-0.086 Maternal Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.083 Maternal Diagnosis:9ccs184:Early labor:-0.080 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.080 Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.080 Maternal Maternal Lab History: TEST NAME-otherPregnancy:0.077 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.075 Maternal Diagnosis:9ccs185:Long pregncy:0.075 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1129 | OR_unadj: 1.101 [0.860 1.408] | indivs AUC:0.556 Correlated most with: Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:1.000 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.996 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.736 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.733 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.673 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.670 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.639 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.637 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.624 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.621 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1122 | OR_unadj: 1.304 [1.019 1.669] | indivs AUC:0.514 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.998 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.511 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.511 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.345 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.345 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.214 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.213 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.196 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.195 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1129 | OR_unadj: 1.207 [0.948 1.536] | indivs AUC:0.479 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.999 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.673 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.672 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.633 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.632 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.613 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.612 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.357 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.355 Vital: Wt-gain10to16 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1466 | OR_unadj: 0.865 [0.679 1.104] | indivs AUC:0.519 Correlated most with: Maternal Maternal Lab History: APTT-postPregnancy:-0.093 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.087 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.077 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.076 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.075 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.074 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.071 Diagnosis:9ccs92:Otitis media:0.070 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.069 Number of Visits:0.068 Vital: Wt Percentile-gain5to10 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 574 | OR_unadj: 0.822 [0.563 1.199] | indivs AUC:0.524 Correlated most with: Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:0.145 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.112 Diagnosis:9ccs61:Sickle cell:-0.103 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.102 Maternal Diagnosis:9ccs169:Endometrios:0.100 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.096 Diagnosis:9ccs92:Otitis media:0.091 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.086 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.083 Maternal Maternal Lab History: IRON-postPregnancy:0.083 * Vital: Wt for Length ZScore-gain16to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1463 | OR_unadj: 1.409 [1.123 1.768] | indivs AUC:0.594 Correlated most with: Maternal Diagnosis:9ccs215:gu cong anom:-0.126 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.089 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.076 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.071 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.068 Maternal Maternal Lab History: FASTING-postPregnancy:0.066 Maternal Diagnosis:9ccs48:Thyroid dsor:-0.065 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.064 Maternal Vital: RR-otherPregnancy:-0.063 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.062 Vital: Wt Percentile-gain10to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 742 | OR_unadj: 0.895 [0.668 1.200] | indivs AUC:0.486 Correlated most with: Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.164 Diagnosis:9ccs0:No DX:0.147 Maternal Maternal Lab History: APTT-postPregnancy:-0.102 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.096 Maternal Diagnosis:9ccs117:Ot circul dx:-0.094 Diagnosis:9ccs230:Fx leg:-0.093 Diagnosis:9ccs105:Conduction:0.091 Maternal Diagnosis:9ccs135:Intest infct:0.087 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.086 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.085 Diagnosis:9ccs126:Ot up rsp in | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1288 | OR_unadj: 0.968 [0.750 1.249] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:1.000 Number of Visits:0.440 Diagnosis:9ccs92:Otitis media:0.369 Diagnosis:9ccs255:Social admin:0.356 Diagnosis:9ccs10:Immuniz/scrn:0.309 Diagnosis:9ccs257:Ot aftercare:0.279 Diagnosis:9ccs7:Viral infect:0.270 Diagnosis:9ccs125:Bronchitis:0.250 Diagnosis:9ccs90:Eye infectn:0.206 Diagnosis:9ccs253:Allergy:0.198 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1123 | OR_unadj: 1.121 [0.884 1.421] | indivs AUC:0.553 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.998 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.933 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.931 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.726 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.724 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.716 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.715 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.714 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.712 Vital: Wt for Length ZScore-gain10to16 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1500 | OR_unadj: 1.181 [0.941 1.483] | indivs AUC:0.515 Correlated most with: Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.126 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.106 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.094 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.091 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:-0.090 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.086 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.083 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.080 Maternal Diagnosis:9ccs172:Ovarian cyst:0.078 Maternal Maternal Lab History: NT MoM-postPregnancy:-0.077 Vital: Wt Change-avg5to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 425 | OR_unadj: 1.110 [0.767 1.607] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs125:Bronchitis:-0.121 Number of Visits:-0.114 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.107 Diagnosis:9ccs92:Otitis media:-0.106 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.105 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.089 Diagnosis:9ccs7:Viral infect:-0.086 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.085 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.084 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.084 * Vital: Ht-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1374 | OR_unadj: 1.477 [1.174 1.858] | indivs AUC:0.528 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:-0.297 Newborn Diagnosis:9ccs219:Low birth wt:-0.290 Diagnosis:9ccs219:Low birth wt:-0.225 Maternal Diagnosis:9ccs185:Long pregncy:0.182 Newborn Diagnosis:9ccs221:Resp distres:-0.146 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.126 Newborn Diagnosis:9ccs256:Exam/eval:-0.108 Newborn Diagnosis:9ccs253:Allergy:-0.106 Newborn Diagnosis:9ccs222:Perint jaund:-0.099 Lab:297262 HEMOGLOBIN (HEMOCUE):0.095 Vital: Wt for Len Percentile-gain13to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1313 | OR_unadj: 0.996 [0.788 1.258] | indivs AUC:0.551 Correlated most with: Maternal Vital: RR-otherPregnancy:-0.083 Maternal Diagnosis:9ccs48:Thyroid dsor:-0.080 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.077 Maternal Maternal Lab History: LDL-postPregnancy:-0.075 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.075 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.074 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.071 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.070 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.070 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.069 Vital: Ht Percentile-gain5to10 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 590 | OR_unadj: 0.909 [0.659 1.253] | indivs AUC:0.501 Correlated most with: Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.139 Maternal Maternal Lab History: IRON-postPregnancy:0.105 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.100 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.099 Maternal Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:-0.098 Maternal Diagnosis:9ccs169:Endometrios:0.096 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:-0.095 Maternal Maternal Lab History: PROGESTERONE-postPregnancy:0.089 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.085 Maternal Maternal Lab History: APTT-postPregnancy:0.084 * Vital: Wt for Length ZScore-gain3to7 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1470 | OR_unadj: 1.423 [1.134 1.786] | indivs AUC:0.554 Correlated most with: Number of Visits:0.099 Maternal Maternal Lab History: SODIUM-postPregnancy:-0.082 Maternal Diagnosis:9ccs50:DiabMel w/cm:-0.078 Diagnosis:9ccs125:Bronchitis:0.068 Maternal Maternal Lab History: APTT-postPregnancy:-0.066 Maternal Maternal Lab History: RET %-postPregnancy:0.065 Maternal Maternal Lab History: RET ABS-postPregnancy:0.065 Maternal Maternal Lab History: LH-postPregnancy:0.063 Maternal Diagnosis:9ccs159:UTI:0.061 Maternal Diagnosis:9ccs202:Rheum arth:-0.060 Vital: Ht Percentile-gain10to16 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 760 | OR_unadj: 0.965 [0.731 1.274] | indivs AUC:0.544 Correlated most with: Maternal Maternal Lab History: APTT-postPregnancy:-0.110 Diagnosis:9ccs0:No DX:0.103 Maternal Diagnosis:9ccs72:Anxiety dx:0.097 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.095 Diagnosis:9ccs105:Conduction:0.092 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.087 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.085 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.084 Maternal Diagnosis:9ccs93:Dizziness:0.081 Maternal Diagnosis:9ccs135:Intest infct:0.077 Vital: Ht-gain0to3 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1419 | OR_unadj: 1.156 [0.909 1.469] | indivs AUC:0.506 Correlated most with: Maternal Diagnosis:9ccs75:Hx mental dx:-0.095 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.095 Maternal Diagnosis:9ccs217:Ot cong anom:-0.091 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:0.090 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.086 Maternal Maternal Lab History: PTT-postPregnancy:-0.084 Maternal Maternal Lab History: FASTING-otherPregnancy:0.084 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.081 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.081 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.081 Vital: Wt for Len Percentile-gain7to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1336 | OR_unadj: 1.084 [0.859 1.369] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.123 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.113 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.110 Maternal Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:0.108 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.102 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.101 Maternal Maternal Lab History: HCG-otherPregnancy:-0.095 Maternal Maternal Lab History: APTT-postPregnancy:0.093 Maternal Maternal Lab History: IRON-otherPregnancy:-0.091 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.089 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1123 | OR_unadj: 1.303 [1.018 1.669] | indivs AUC:0.504 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.998 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.486 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.485 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.463 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.462 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.438 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.438 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.392 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.391 Vital: Wt for Len Percentile-gain16to24 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1353 | OR_unadj: 0.799 [0.624 1.024] | indivs AUC:0.487 Correlated most with: Number of Visits:-0.085 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.084 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.077 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.077 Diagnosis:9ccs126:Ot up rsp in:-0.074 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.073 Diagnosis:9ccs115:Aneurysm:-0.070 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.070 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.069 Maternal Maternal Lab History: AST-otherPregnancy:-0.068 * Vital: Ht-avg0to1 | coef 0.000 95% CI: [-0.001 , 0.001] | OR_adj 1.000 [0.999 1.001] | occ: 1350 | OR_unadj: 1.413 [1.125 1.774] | indivs AUC:0.574 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.333 Maternal Diagnosis:9ccs184:Early labor:-0.327 Diagnosis:9ccs219:Low birth wt:-0.286 Maternal Diagnosis:9ccs185:Long pregncy:0.213 Maternal Diagnosis:9ccs183:HTN in preg:-0.149 Newborn Diagnosis:9ccs253:Allergy:-0.131 Newborn Diagnosis:9ccs221:Resp distres:-0.120 Lab:297262 HEMOGLOBIN (HEMOCUE):0.114 Newborn Diagnosis:9ccs222:Perint jaund:-0.114 Maternal Diagnosis:9ccs82:Paralysis:-0.111 * Vital: BMI-avg5to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1341 | OR_unadj: 1.832 [1.456 2.305] | indivs AUC:0.633 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.097 Diagnosis:9ccs128:Asthma:0.092 Maternal Maternal Procedure History:S9470-postPregnancy:0.087 Diagnosis:9ccs95:Oth nerv dx:-0.086 Diagnosis:9ccs143:Abdom hernia:0.085 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.083 Diagnosis:9ccs204:Ot joint dx:0.080 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.076 Maternal Vital: Ht-postPregnancy:-0.075 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.075 * Vital: Ht Percentile-gain7to13 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 690 | OR_unadj: 1.479 [1.110 1.972] | indivs AUC:0.576 Correlated most with: Maternal Diagnosis:9ccs82:Paralysis:-0.105 Lab:294048 STOOL CULTURE - LMC:0.094 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.093 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.091 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.090 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.087 Diagnosis:9ccs229:Fx arm:0.086 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.085 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:-0.082 Lab:292495 LEAD LEVEL - Sunrise:-0.080 * Vital: Wt for Length ZScore-gain0to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.761 Correlated most with: Diagnosis:9ccs128:Asthma:0.102 Maternal Maternal Lab History: WBC-otherPregnancy:0.089 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.086 Maternal Vital: Wt-postPregnancy:0.085 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.083 Diagnosis:9ccs95:Oth nerv dx:-0.083 Maternal Diagnosis:9ccs185:Long pregncy:0.082 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.081 Number of Visits:0.073 Maternal Maternal Lab History: IRON-postPregnancy:-0.071 Vital: Wt Percentile-gain7to13 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 663 | OR_unadj: 1.165 [0.818 1.659] | indivs AUC:0.568 Correlated most with: Maternal Maternal Lab History: HCG-otherPregnancy:-0.180 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.179 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.175 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.175 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.165 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.155 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.144 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.142 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.135 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:0.129 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1129 | OR_unadj: 1.139 [0.899 1.443] | indivs AUC:0.558 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.998 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.933 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.931 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.725 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.725 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.715 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.715 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.713 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.712 Vital : 0.58966980572 MatDeliveryAge : 0.00743705163012 Census : 0.00624334627267 Number of Visits : 0.00105931798465 Maternal Maternal Lab History : 0.000338346774572 Diagnosis : -0.000148535137124 Time to run analysis 0:03:48.453124 Total Time elapsed 0:03:48.453509 ----------------------------------------------------- boys no_min full randomforest regression Running batch 1 of 7 with 16 nodes Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.221 Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.865, R^2 test: 0.225 Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.743, R^2 test: 0.246 Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.672, R^2 test: 0.253 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.933, Explained Variance Score Train: 0.672 AUC Validation: 0.727, Explained Variance Score Validation: 0.261 AUC Test: 0.766, Explained Variance Score Test: 0.308 Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.898, R^2 test: 0.192 Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.864, R^2 test: 0.199 Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.731, R^2 test: 0.206 Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.651, R^2 test: 0.219 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.932, Explained Variance Score Train: 0.651 AUC Validation: 0.742, Explained Variance Score Validation: 0.219 AUC Test: 0.753, Explained Variance Score Test: 0.308 Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.893, R^2 test: 0.322 Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.847, R^2 test: 0.318 Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.716, R^2 test: 0.299 Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.643, R^2 test: 0.301 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.928, Explained Variance Score Train: 0.643 AUC Validation: 0.745, Explained Variance Score Validation: 0.307 AUC Test: 0.762, Explained Variance Score Test: 0.303 Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.893, R^2 test: 0.290 Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.832, R^2 test: 0.291 Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.687, R^2 test: 0.283 Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.601, R^2 test: 0.295 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.931, Explained Variance Score Train: 0.601 AUC Validation: 0.736, Explained Variance Score Validation: 0.299 AUC Test: 0.743, Explained Variance Score Test: 0.276 Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.304 Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.853, R^2 test: 0.322 Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.733, R^2 test: 0.350 Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.668, R^2 test: 0.357 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.924, Explained Variance Score Train: 0.668 AUC Validation: 0.855, Explained Variance Score Validation: 0.359 AUC Test: 0.761, Explained Variance Score Test: 0.275 Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.299 Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.860, R^2 test: 0.300 Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.717, R^2 test: 0.290 Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.649, R^2 test: 0.277 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.939, Explained Variance Score Train: 0.649 AUC Validation: 0.847, Explained Variance Score Validation: 0.308 AUC Test: 0.750, Explained Variance Score Test: 0.290 Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.279 Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.849, R^2 test: 0.288 Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.691, R^2 test: 0.332 Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.617, R^2 test: 0.340 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.959, Explained Variance Score Train: 0.617 AUC Validation: 0.816, Explained Variance Score Validation: 0.364 AUC Test: 0.764, Explained Variance Score Test: 0.280 Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.890, R^2 test: 0.248 Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.846, R^2 test: 0.250 Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.697, R^2 test: 0.250 Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.630, R^2 test: 0.240 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.923, Explained Variance Score Train: 0.630 AUC Validation: 0.721, Explained Variance Score Validation: 0.240 AUC Test: 0.746, Explained Variance Score Test: 0.254 Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.898, R^2 test: 0.269 Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.868, R^2 test: 0.269 Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.737, R^2 test: 0.272 Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.653, R^2 test: 0.272 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.955, Explained Variance Score Train: 0.737 AUC Validation: 0.748, Explained Variance Score Validation: 0.274 AUC Test: 0.724, Explained Variance Score Test: 0.254 Bootstrap CV 12, alpha = (3000, 2, 1), R^2 train: 0.890, R^2 test: 0.153 Bootstrap CV 12, alpha = (3000, 2, 2), R^2 train: 0.845, R^2 test: 0.155 Bootstrap CV 12, alpha = (3000, 2, 5), R^2 train: 0.708, R^2 test: 0.163 Bootstrap CV 12, alpha = (3000, 2, 7), R^2 train: 0.644, R^2 test: 0.158 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.931, Explained Variance Score Train: 0.644 AUC Validation: 0.662, Explained Variance Score Validation: 0.161 AUC Test: 0.738, Explained Variance Score Test: 0.276 Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.908, R^2 test: 0.145 Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.881, R^2 test: 0.153 Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.754, R^2 test: 0.183 Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.675, R^2 test: 0.208 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.922, Explained Variance Score Train: 0.675 AUC Validation: 0.744, Explained Variance Score Validation: 0.220 AUC Test: 0.759, Explained Variance Score Test: 0.294 Bootstrap CV 13, alpha = (3000, 2, 1), R^2 train: 0.905, R^2 test: 0.112 Bootstrap CV 13, alpha = (3000, 2, 2), R^2 train: 0.870, R^2 test: 0.106 Bootstrap CV 13, alpha = (3000, 2, 5), R^2 train: 0.751, R^2 test: 0.091 Bootstrap CV 13, alpha = (3000, 2, 7), R^2 train: 0.680, R^2 test: 0.081 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.940, Explained Variance Score Train: 0.680 AUC Validation: 0.722, Explained Variance Score Validation: 0.104 AUC Test: 0.768, Explained Variance Score Test: 0.295 Bootstrap CV 15, alpha = (3000, 2, 1), R^2 train: 0.887, R^2 test: 0.202 Bootstrap CV 15, alpha = (3000, 2, 2), R^2 train: 0.822, R^2 test: 0.228 Bootstrap CV 15, alpha = (3000, 2, 5), R^2 train: 0.649, R^2 test: 0.213 Bootstrap CV 15, alpha = (3000, 2, 7), R^2 train: 0.581, R^2 test: 0.197 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.935, Explained Variance Score Train: 0.581 AUC Validation: 0.786, Explained Variance Score Validation: 0.230 AUC Test: 0.761, Explained Variance Score Test: 0.261 Bootstrap CV 14, alpha = (3000, 2, 1), R^2 train: 0.912, R^2 test: -0.037 Bootstrap CV 14, alpha = (3000, 2, 2), R^2 train: 0.881, R^2 test: -0.036 Bootstrap CV 14, alpha = (3000, 2, 5), R^2 train: 0.761, R^2 test: -0.028 Bootstrap CV 14, alpha = (3000, 2, 7), R^2 train: 0.692, R^2 test: -0.023 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.948, Explained Variance Score Train: 0.692 AUC Validation: 0.604, Explained Variance Score Validation: 0.023 AUC Test: 0.742, Explained Variance Score Test: 0.276 Bootstrap CV 10, alpha = (3000, 2, 1), R^2 train: 0.901, R^2 test: 0.291 Bootstrap CV 10, alpha = (3000, 2, 2), R^2 train: 0.868, R^2 test: 0.294 Bootstrap CV 10, alpha = (3000, 2, 5), R^2 train: 0.731, R^2 test: 0.287 Bootstrap CV 10, alpha = (3000, 2, 7), R^2 train: 0.658, R^2 test: 0.287 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.987, Explained Variance Score Train: 0.868 AUC Validation: 0.805, Explained Variance Score Validation: 0.294 AUC Test: 0.769, Explained Variance Score Test: 0.272 Bootstrap CV 11, alpha = (3000, 2, 1), R^2 train: 0.888, R^2 test: 0.221 Bootstrap CV 11, alpha = (3000, 2, 2), R^2 train: 0.830, R^2 test: 0.237 Bootstrap CV 11, alpha = (3000, 2, 5), R^2 train: 0.665, R^2 test: 0.227 Bootstrap CV 11, alpha = (3000, 2, 7), R^2 train: 0.592, R^2 test: 0.220 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.987, Explained Variance Score Train: 0.830 AUC Validation: 0.709, Explained Variance Score Validation: 0.240 AUC Test: 0.780, Explained Variance Score Test: 0.316 Running batch 2 of 7 with 16 nodes Bootstrap CV 21, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.263 Bootstrap CV 21, alpha = (3000, 2, 2), R^2 train: 0.869, R^2 test: 0.259 Bootstrap CV 21, alpha = (3000, 2, 5), R^2 train: 0.755, R^2 test: 0.234 Bootstrap CV 21, alpha = (3000, 2, 7), R^2 train: 0.686, R^2 test: 0.230 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.923, Explained Variance Score Train: 0.686 AUC Validation: 0.759, Explained Variance Score Validation: 0.261 AUC Test: 0.762, Explained Variance Score Test: 0.279 Bootstrap CV 16, alpha = (3000, 2, 1), R^2 train: 0.906, R^2 test: 0.299 Bootstrap CV 16, alpha = (3000, 2, 2), R^2 train: 0.878, R^2 test: 0.304 Bootstrap CV 16, alpha = (3000, 2, 5), R^2 train: 0.767, R^2 test: 0.305 Bootstrap CV 16, alpha = (3000, 2, 7), R^2 train: 0.700, R^2 test: 0.286 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.944, Explained Variance Score Train: 0.700 AUC Validation: 0.767, Explained Variance Score Validation: 0.290 AUC Test: 0.752, Explained Variance Score Test: 0.261 Bootstrap CV 20, alpha = (3000, 2, 1), R^2 train: 0.879, R^2 test: -0.243 Bootstrap CV 20, alpha = (3000, 2, 2), R^2 train: 0.819, R^2 test: -0.159 Bootstrap CV 20, alpha = (3000, 2, 5), R^2 train: 0.661, R^2 test: -0.100 Bootstrap CV 20, alpha = (3000, 2, 7), R^2 train: 0.585, R^2 test: -0.061 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.920, Explained Variance Score Train: 0.585 AUC Validation: 0.735, Explained Variance Score Validation: 0.090 AUC Test: 0.771, Explained Variance Score Test: 0.293 Bootstrap CV 17, alpha = (3000, 2, 1), R^2 train: 0.908, R^2 test: 0.131 Bootstrap CV 17, alpha = (3000, 2, 2), R^2 train: 0.874, R^2 test: 0.120 Bootstrap CV 17, alpha = (3000, 2, 5), R^2 train: 0.744, R^2 test: 0.167 Bootstrap CV 17, alpha = (3000, 2, 7), R^2 train: 0.680, R^2 test: 0.167 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.954, Explained Variance Score Train: 0.680 AUC Validation: 0.692, Explained Variance Score Validation: 0.186 AUC Test: 0.756, Explained Variance Score Test: 0.295 Bootstrap CV 19, alpha = (3000, 2, 1), R^2 train: 0.901, R^2 test: 0.357 Bootstrap CV 19, alpha = (3000, 2, 2), R^2 train: 0.863, R^2 test: 0.361 Bootstrap CV 19, alpha = (3000, 2, 5), R^2 train: 0.720, R^2 test: 0.347 Bootstrap CV 19, alpha = (3000, 2, 7), R^2 train: 0.658, R^2 test: 0.344 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.952, Explained Variance Score Train: 0.720 AUC Validation: 0.873, Explained Variance Score Validation: 0.351 AUC Test: 0.775, Explained Variance Score Test: 0.322 Bootstrap CV 22, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.221 Bootstrap CV 22, alpha = (3000, 2, 2), R^2 train: 0.848, R^2 test: 0.217 Bootstrap CV 22, alpha = (3000, 2, 5), R^2 train: 0.676, R^2 test: 0.259 Bootstrap CV 22, alpha = (3000, 2, 7), R^2 train: 0.608, R^2 test: 0.269 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.925, Explained Variance Score Train: 0.608 AUC Validation: 0.786, Explained Variance Score Validation: 0.293 AUC Test: 0.779, Explained Variance Score Test: 0.265 Bootstrap CV 18, alpha = (3000, 2, 1), R^2 train: 0.905, R^2 test: 0.212 Bootstrap CV 18, alpha = (3000, 2, 2), R^2 train: 0.871, R^2 test: 0.222 Bootstrap CV 18, alpha = (3000, 2, 5), R^2 train: 0.749, R^2 test: 0.218 Bootstrap CV 18, alpha = (3000, 2, 7), R^2 train: 0.682, R^2 test: 0.207 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.944, Explained Variance Score Train: 0.749 AUC Validation: 0.775, Explained Variance Score Validation: 0.222 AUC Test: 0.774, Explained Variance Score Test: 0.274 Bootstrap CV 23, alpha = (3000, 2, 1), R^2 train: 0.873, R^2 test: 0.217 Bootstrap CV 23, alpha = (3000, 2, 2), R^2 train: 0.817, R^2 test: 0.233 Bootstrap CV 23, alpha = (3000, 2, 5), R^2 train: 0.670, R^2 test: 0.241 Bootstrap CV 23, alpha = (3000, 2, 7), R^2 train: 0.589, R^2 test: 0.237 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.965, Explained Variance Score Train: 0.590 AUC Validation: 0.754, Explained Variance Score Validation: 0.243 AUC Test: 0.772, Explained Variance Score Test: 0.282 Bootstrap CV 25, alpha = (3000, 2, 1), R^2 train: 0.904, R^2 test: 0.174 Bootstrap CV 25, alpha = (3000, 2, 2), R^2 train: 0.861, R^2 test: 0.172 Bootstrap CV 25, alpha = (3000, 2, 5), R^2 train: 0.736, R^2 test: 0.161 Bootstrap CV 25, alpha = (3000, 2, 7), R^2 train: 0.674, R^2 test: 0.165 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.959, Explained Variance Score Train: 0.674 AUC Validation: 0.706, Explained Variance Score Validation: 0.190 AUC Test: 0.775, Explained Variance Score Test: 0.305 Bootstrap CV 28, alpha = (3000, 2, 1), R^2 train: 0.902, R^2 test: 0.083 Bootstrap CV 28, alpha = (3000, 2, 2), R^2 train: 0.859, R^2 test: 0.140 Bootstrap CV 28, alpha = (3000, 2, 5), R^2 train: 0.734, R^2 test: 0.182 Bootstrap CV 28, alpha = (3000, 2, 7), R^2 train: 0.665, R^2 test: 0.196 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.940, Explained Variance Score Train: 0.665 AUC Validation: 0.703, Explained Variance Score Validation: 0.200 AUC Test: 0.752, Explained Variance Score Test: 0.281 Bootstrap CV 26, alpha = (3000, 2, 1), R^2 train: 0.899, R^2 test: 0.255 Bootstrap CV 26, alpha = (3000, 2, 2), R^2 train: 0.860, R^2 test: 0.276 Bootstrap CV 26, alpha = (3000, 2, 5), R^2 train: 0.722, R^2 test: 0.336 Bootstrap CV 26, alpha = (3000, 2, 7), R^2 train: 0.629, R^2 test: 0.370 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.924, Explained Variance Score Train: 0.629 AUC Validation: 0.845, Explained Variance Score Validation: 0.388 AUC Test: 0.745, Explained Variance Score Test: 0.255 Bootstrap CV 24, alpha = (3000, 2, 1), R^2 train: 0.879, R^2 test: 0.208 Bootstrap CV 24, alpha = (3000, 2, 2), R^2 train: 0.830, R^2 test: 0.242 Bootstrap CV 24, alpha = (3000, 2, 5), R^2 train: 0.682, R^2 test: 0.263 Bootstrap CV 24, alpha = (3000, 2, 7), R^2 train: 0.600, R^2 test: 0.263 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.937, Explained Variance Score Train: 0.682 AUC Validation: 0.749, Explained Variance Score Validation: 0.265 AUC Test: 0.766, Explained Variance Score Test: 0.314 Bootstrap CV 30, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.251 Bootstrap CV 30, alpha = (3000, 2, 2), R^2 train: 0.855, R^2 test: 0.244 Bootstrap CV 30, alpha = (3000, 2, 5), R^2 train: 0.695, R^2 test: 0.251 Bootstrap CV 30, alpha = (3000, 2, 7), R^2 train: 0.612, R^2 test: 0.271 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.949, Explained Variance Score Train: 0.612 AUC Validation: 0.686, Explained Variance Score Validation: 0.271 AUC Test: 0.751, Explained Variance Score Test: 0.243 Bootstrap CV 29, alpha = (3000, 2, 1), R^2 train: 0.883, R^2 test: 0.251 Bootstrap CV 29, alpha = (3000, 2, 2), R^2 train: 0.835, R^2 test: 0.243 Bootstrap CV 29, alpha = (3000, 2, 5), R^2 train: 0.675, R^2 test: 0.260 Bootstrap CV 29, alpha = (3000, 2, 7), R^2 train: 0.586, R^2 test: 0.265 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.907, Explained Variance Score Train: 0.586 AUC Validation: 0.698, Explained Variance Score Validation: 0.268 AUC Test: 0.764, Explained Variance Score Test: 0.272 Bootstrap CV 27, alpha = (3000, 2, 1), R^2 train: 0.886, R^2 test: 0.236 Bootstrap CV 27, alpha = (3000, 2, 2), R^2 train: 0.829, R^2 test: 0.211 Bootstrap CV 27, alpha = (3000, 2, 5), R^2 train: 0.694, R^2 test: 0.214 Bootstrap CV 27, alpha = (3000, 2, 7), R^2 train: 0.626, R^2 test: 0.217 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.981, Explained Variance Score Train: 0.886 AUC Validation: 0.771, Explained Variance Score Validation: 0.236 AUC Test: 0.789, Explained Variance Score Test: 0.311 Bootstrap CV 31, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.220 Bootstrap CV 31, alpha = (3000, 2, 2), R^2 train: 0.862, R^2 test: 0.214 Bootstrap CV 31, alpha = (3000, 2, 5), R^2 train: 0.726, R^2 test: 0.229 Bootstrap CV 31, alpha = (3000, 2, 7), R^2 train: 0.648, R^2 test: 0.227 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.978, Explained Variance Score Train: 0.892 AUC Validation: 0.704, Explained Variance Score Validation: 0.221 AUC Test: 0.743, Explained Variance Score Test: 0.304 Running batch 3 of 7 with 16 nodes Bootstrap CV 35, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.147 Bootstrap CV 35, alpha = (3000, 2, 2), R^2 train: 0.866, R^2 test: 0.162 Bootstrap CV 35, alpha = (3000, 2, 5), R^2 train: 0.735, R^2 test: 0.223 Bootstrap CV 35, alpha = (3000, 2, 7), R^2 train: 0.660, R^2 test: 0.247 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.917, Explained Variance Score Train: 0.660 AUC Validation: 0.798, Explained Variance Score Validation: 0.257 AUC Test: 0.772, Explained Variance Score Test: 0.286 Bootstrap CV 32, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.205 Bootstrap CV 32, alpha = (3000, 2, 2), R^2 train: 0.852, R^2 test: 0.210 Bootstrap CV 32, alpha = (3000, 2, 5), R^2 train: 0.710, R^2 test: 0.222 Bootstrap CV 32, alpha = (3000, 2, 7), R^2 train: 0.627, R^2 test: 0.232 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.903, Explained Variance Score Train: 0.627 AUC Validation: 0.807, Explained Variance Score Validation: 0.246 AUC Test: 0.753, Explained Variance Score Test: 0.298 Bootstrap CV 36, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.259 Bootstrap CV 36, alpha = (3000, 2, 2), R^2 train: 0.860, R^2 test: 0.260 Bootstrap CV 36, alpha = (3000, 2, 5), R^2 train: 0.744, R^2 test: 0.264 Bootstrap CV 36, alpha = (3000, 2, 7), R^2 train: 0.671, R^2 test: 0.266 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.954, Explained Variance Score Train: 0.671 AUC Validation: 0.758, Explained Variance Score Validation: 0.268 AUC Test: 0.743, Explained Variance Score Test: 0.275 Bootstrap CV 33, alpha = (3000, 2, 1), R^2 train: 0.883, R^2 test: 0.239 Bootstrap CV 33, alpha = (3000, 2, 2), R^2 train: 0.837, R^2 test: 0.237 Bootstrap CV 33, alpha = (3000, 2, 5), R^2 train: 0.671, R^2 test: 0.226 Bootstrap CV 33, alpha = (3000, 2, 7), R^2 train: 0.581, R^2 test: 0.231 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.912, Explained Variance Score Train: 0.581 AUC Validation: 0.756, Explained Variance Score Validation: 0.234 AUC Test: 0.754, Explained Variance Score Test: 0.286 Bootstrap CV 37, alpha = (3000, 2, 1), R^2 train: 0.880, R^2 test: 0.050 Bootstrap CV 37, alpha = (3000, 2, 2), R^2 train: 0.816, R^2 test: 0.058 Bootstrap CV 37, alpha = (3000, 2, 5), R^2 train: 0.666, R^2 test: 0.062 Bootstrap CV 37, alpha = (3000, 2, 7), R^2 train: 0.581, R^2 test: 0.067 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.922, Explained Variance Score Train: 0.581 AUC Validation: 0.637, Explained Variance Score Validation: 0.083 AUC Test: 0.754, Explained Variance Score Test: 0.280 Bootstrap CV 38, alpha = (3000, 2, 1), R^2 train: 0.881, R^2 test: 0.284 Bootstrap CV 38, alpha = (3000, 2, 2), R^2 train: 0.848, R^2 test: 0.278 Bootstrap CV 38, alpha = (3000, 2, 5), R^2 train: 0.715, R^2 test: 0.256 Bootstrap CV 38, alpha = (3000, 2, 7), R^2 train: 0.636, R^2 test: 0.251 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.948, Explained Variance Score Train: 0.715 AUC Validation: 0.812, Explained Variance Score Validation: 0.256 AUC Test: 0.765, Explained Variance Score Test: 0.302 Bootstrap CV 41, alpha = (3000, 2, 1), R^2 train: 0.909, R^2 test: 0.318 Bootstrap CV 41, alpha = (3000, 2, 2), R^2 train: 0.875, R^2 test: 0.315 Bootstrap CV 41, alpha = (3000, 2, 5), R^2 train: 0.756, R^2 test: 0.324 Bootstrap CV 41, alpha = (3000, 2, 7), R^2 train: 0.685, R^2 test: 0.322 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.934, Explained Variance Score Train: 0.685 AUC Validation: 0.812, Explained Variance Score Validation: 0.327 AUC Test: 0.760, Explained Variance Score Test: 0.281 Bootstrap CV 40, alpha = (3000, 2, 1), R^2 train: 0.888, R^2 test: 0.189 Bootstrap CV 40, alpha = (3000, 2, 2), R^2 train: 0.843, R^2 test: 0.186 Bootstrap CV 40, alpha = (3000, 2, 5), R^2 train: 0.702, R^2 test: 0.199 Bootstrap CV 40, alpha = (3000, 2, 7), R^2 train: 0.624, R^2 test: 0.199 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.913, Explained Variance Score Train: 0.624 AUC Validation: 0.747, Explained Variance Score Validation: 0.199 AUC Test: 0.748, Explained Variance Score Test: 0.289 Bootstrap CV 39, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.148 Bootstrap CV 39, alpha = (3000, 2, 2), R^2 train: 0.833, R^2 test: 0.170 Bootstrap CV 39, alpha = (3000, 2, 5), R^2 train: 0.673, R^2 test: 0.153 Bootstrap CV 39, alpha = (3000, 2, 7), R^2 train: 0.599, R^2 test: 0.144 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.938, Explained Variance Score Train: 0.673 AUC Validation: 0.714, Explained Variance Score Validation: 0.170 AUC Test: 0.753, Explained Variance Score Test: 0.276 Bootstrap CV 42, alpha = (3000, 2, 1), R^2 train: 0.884, R^2 test: 0.269 Bootstrap CV 42, alpha = (3000, 2, 2), R^2 train: 0.848, R^2 test: 0.272 Bootstrap CV 42, alpha = (3000, 2, 5), R^2 train: 0.703, R^2 test: 0.285 Bootstrap CV 42, alpha = (3000, 2, 7), R^2 train: 0.623, R^2 test: 0.297 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.938, Explained Variance Score Train: 0.623 AUC Validation: 0.770, Explained Variance Score Validation: 0.337 AUC Test: 0.734, Explained Variance Score Test: 0.271 Bootstrap CV 44, alpha = (3000, 2, 1), R^2 train: 0.875, R^2 test: 0.325 Bootstrap CV 44, alpha = (3000, 2, 2), R^2 train: 0.810, R^2 test: 0.321 Bootstrap CV 44, alpha = (3000, 2, 5), R^2 train: 0.652, R^2 test: 0.283 Bootstrap CV 44, alpha = (3000, 2, 7), R^2 train: 0.575, R^2 test: 0.261 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.919, Explained Variance Score Train: 0.576 AUC Validation: 0.826, Explained Variance Score Validation: 0.264 AUC Test: 0.764, Explained Variance Score Test: 0.271 Bootstrap CV 34, alpha = (3000, 2, 1), R^2 train: 0.889, R^2 test: 0.223 Bootstrap CV 34, alpha = (3000, 2, 2), R^2 train: 0.838, R^2 test: 0.236 Bootstrap CV 34, alpha = (3000, 2, 5), R^2 train: 0.694, R^2 test: 0.269 Bootstrap CV 34, alpha = (3000, 2, 7), R^2 train: 0.625, R^2 test: 0.266 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.975, Explained Variance Score Train: 0.838 AUC Validation: 0.823, Explained Variance Score Validation: 0.241 AUC Test: 0.771, Explained Variance Score Test: 0.290 Bootstrap CV 46, alpha = (3000, 2, 1), R^2 train: 0.883, R^2 test: 0.113 Bootstrap CV 46, alpha = (3000, 2, 2), R^2 train: 0.815, R^2 test: 0.113 Bootstrap CV 46, alpha = (3000, 2, 5), R^2 train: 0.657, R^2 test: 0.122 Bootstrap CV 46, alpha = (3000, 2, 7), R^2 train: 0.581, R^2 test: 0.116 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.920, Explained Variance Score Train: 0.581 AUC Validation: 0.670, Explained Variance Score Validation: 0.123 AUC Test: 0.793, Explained Variance Score Test: 0.278 Bootstrap CV 45, alpha = (3000, 2, 1), R^2 train: 0.893, R^2 test: 0.203 Bootstrap CV 45, alpha = (3000, 2, 2), R^2 train: 0.854, R^2 test: 0.210 Bootstrap CV 45, alpha = (3000, 2, 5), R^2 train: 0.711, R^2 test: 0.245 Bootstrap CV 45, alpha = (3000, 2, 7), R^2 train: 0.641, R^2 test: 0.252 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.941, Explained Variance Score Train: 0.711 AUC Validation: 0.774, Explained Variance Score Validation: 0.254 AUC Test: 0.750, Explained Variance Score Test: 0.299 Bootstrap CV 47, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.324 Bootstrap CV 47, alpha = (3000, 2, 2), R^2 train: 0.848, R^2 test: 0.322 Bootstrap CV 47, alpha = (3000, 2, 5), R^2 train: 0.689, R^2 test: 0.306 Bootstrap CV 47, alpha = (3000, 2, 7), R^2 train: 0.613, R^2 test: 0.298 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.909, Explained Variance Score Train: 0.613 AUC Validation: 0.768, Explained Variance Score Validation: 0.299 AUC Test: 0.746, Explained Variance Score Test: 0.303 Bootstrap CV 43, alpha = (3000, 2, 1), R^2 train: 0.889, R^2 test: 0.184 Bootstrap CV 43, alpha = (3000, 2, 2), R^2 train: 0.850, R^2 test: 0.188 Bootstrap CV 43, alpha = (3000, 2, 5), R^2 train: 0.720, R^2 test: 0.190 Bootstrap CV 43, alpha = (3000, 2, 7), R^2 train: 0.650, R^2 test: 0.193 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.985, Explained Variance Score Train: 0.889 AUC Validation: 0.690, Explained Variance Score Validation: 0.192 AUC Test: 0.774, Explained Variance Score Test: 0.309 Running batch 4 of 7 with 16 nodes Bootstrap CV 48, alpha = (3000, 2, 1), R^2 train: 0.906, R^2 test: 0.057 Bootstrap CV 48, alpha = (3000, 2, 2), R^2 train: 0.880, R^2 test: 0.062 Bootstrap CV 48, alpha = (3000, 2, 5), R^2 train: 0.761, R^2 test: 0.085 Bootstrap CV 48, alpha = (3000, 2, 7), R^2 train: 0.682, R^2 test: 0.081 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.936, Explained Variance Score Train: 0.761 AUC Validation: 0.733, Explained Variance Score Validation: 0.114 AUC Test: 0.732, Explained Variance Score Test: 0.228 Bootstrap CV 51, alpha = (3000, 2, 1), R^2 train: 0.885, R^2 test: 0.186 Bootstrap CV 51, alpha = (3000, 2, 2), R^2 train: 0.847, R^2 test: 0.178 Bootstrap CV 51, alpha = (3000, 2, 5), R^2 train: 0.704, R^2 test: 0.174 Bootstrap CV 51, alpha = (3000, 2, 7), R^2 train: 0.629, R^2 test: 0.173 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.957, Explained Variance Score Train: 0.704 AUC Validation: 0.722, Explained Variance Score Validation: 0.174 AUC Test: 0.759, Explained Variance Score Test: 0.299 Bootstrap CV 50, alpha = (3000, 2, 1), R^2 train: 0.881, R^2 test: 0.254 Bootstrap CV 50, alpha = (3000, 2, 2), R^2 train: 0.809, R^2 test: 0.262 Bootstrap CV 50, alpha = (3000, 2, 5), R^2 train: 0.666, R^2 test: 0.267 Bootstrap CV 50, alpha = (3000, 2, 7), R^2 train: 0.592, R^2 test: 0.257 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.921, Explained Variance Score Train: 0.592 AUC Validation: 0.681, Explained Variance Score Validation: 0.261 AUC Test: 0.763, Explained Variance Score Test: 0.264 Bootstrap CV 49, alpha = (3000, 2, 1), R^2 train: 0.886, R^2 test: 0.325 Bootstrap CV 49, alpha = (3000, 2, 2), R^2 train: 0.842, R^2 test: 0.312 Bootstrap CV 49, alpha = (3000, 2, 5), R^2 train: 0.690, R^2 test: 0.306 Bootstrap CV 49, alpha = (3000, 2, 7), R^2 train: 0.607, R^2 test: 0.303 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.949, Explained Variance Score Train: 0.690 AUC Validation: 0.753, Explained Variance Score Validation: 0.331 AUC Test: 0.757, Explained Variance Score Test: 0.291 Bootstrap CV 54, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.233 Bootstrap CV 54, alpha = (3000, 2, 2), R^2 train: 0.855, R^2 test: 0.240 Bootstrap CV 54, alpha = (3000, 2, 5), R^2 train: 0.741, R^2 test: 0.244 Bootstrap CV 54, alpha = (3000, 2, 7), R^2 train: 0.674, R^2 test: 0.245 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.977, Explained Variance Score Train: 0.741 AUC Validation: 0.794, Explained Variance Score Validation: 0.265 AUC Test: 0.774, Explained Variance Score Test: 0.310 Bootstrap CV 52, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.180 Bootstrap CV 52, alpha = (3000, 2, 2), R^2 train: 0.844, R^2 test: 0.187 Bootstrap CV 52, alpha = (3000, 2, 5), R^2 train: 0.712, R^2 test: 0.189 Bootstrap CV 52, alpha = (3000, 2, 7), R^2 train: 0.643, R^2 test: 0.190 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.969, Explained Variance Score Train: 0.712 AUC Validation: 0.745, Explained Variance Score Validation: 0.203 AUC Test: 0.775, Explained Variance Score Test: 0.331 Bootstrap CV 56, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.222 Bootstrap CV 56, alpha = (3000, 2, 2), R^2 train: 0.829, R^2 test: 0.246 Bootstrap CV 56, alpha = (3000, 2, 5), R^2 train: 0.686, R^2 test: 0.282 Bootstrap CV 56, alpha = (3000, 2, 7), R^2 train: 0.618, R^2 test: 0.290 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.985, Explained Variance Score Train: 0.686 AUC Validation: 0.747, Explained Variance Score Validation: 0.282 AUC Test: 0.769, Explained Variance Score Test: 0.280 Bootstrap CV 59, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.212 Bootstrap CV 59, alpha = (3000, 2, 2), R^2 train: 0.842, R^2 test: 0.186 Bootstrap CV 59, alpha = (3000, 2, 5), R^2 train: 0.707, R^2 test: 0.227 Bootstrap CV 59, alpha = (3000, 2, 7), R^2 train: 0.638, R^2 test: 0.225 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.943, Explained Variance Score Train: 0.707 AUC Validation: 0.711, Explained Variance Score Validation: 0.230 AUC Test: 0.759, Explained Variance Score Test: 0.314 Bootstrap CV 55, alpha = (3000, 2, 1), R^2 train: 0.864, R^2 test: 0.096 Bootstrap CV 55, alpha = (3000, 2, 2), R^2 train: 0.789, R^2 test: 0.150 Bootstrap CV 55, alpha = (3000, 2, 5), R^2 train: 0.588, R^2 test: 0.165 Bootstrap CV 55, alpha = (3000, 2, 7), R^2 train: 0.501, R^2 test: 0.163 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.910, Explained Variance Score Train: 0.501 AUC Validation: 0.747, Explained Variance Score Validation: 0.167 AUC Test: 0.773, Explained Variance Score Test: 0.294 Bootstrap CV 60, alpha = (3000, 2, 1), R^2 train: 0.879, R^2 test: 0.132 Bootstrap CV 60, alpha = (3000, 2, 2), R^2 train: 0.819, R^2 test: 0.122 Bootstrap CV 60, alpha = (3000, 2, 5), R^2 train: 0.646, R^2 test: 0.116 Bootstrap CV 60, alpha = (3000, 2, 7), R^2 train: 0.569, R^2 test: 0.116 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.917, Explained Variance Score Train: 0.569 AUC Validation: 0.627, Explained Variance Score Validation: 0.121 AUC Test: 0.781, Explained Variance Score Test: 0.300 Bootstrap CV 62, alpha = (3000, 2, 1), R^2 train: 0.880, R^2 test: 0.160 Bootstrap CV 62, alpha = (3000, 2, 2), R^2 train: 0.806, R^2 test: 0.181 Bootstrap CV 62, alpha = (3000, 2, 5), R^2 train: 0.629, R^2 test: 0.177 Bootstrap CV 62, alpha = (3000, 2, 7), R^2 train: 0.548, R^2 test: 0.164 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.949, Explained Variance Score Train: 0.548 AUC Validation: 0.666, Explained Variance Score Validation: 0.177 AUC Test: 0.777, Explained Variance Score Test: 0.311 Bootstrap CV 58, alpha = (3000, 2, 1), R^2 train: 0.899, R^2 test: 0.348 Bootstrap CV 58, alpha = (3000, 2, 2), R^2 train: 0.863, R^2 test: 0.336 Bootstrap CV 58, alpha = (3000, 2, 5), R^2 train: 0.709, R^2 test: 0.348 Bootstrap CV 58, alpha = (3000, 2, 7), R^2 train: 0.629, R^2 test: 0.341 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.961, Explained Variance Score Train: 0.709 AUC Validation: 0.730, Explained Variance Score Validation: 0.348 AUC Test: 0.740, Explained Variance Score Test: 0.288 Bootstrap CV 53, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.163 Bootstrap CV 53, alpha = (3000, 2, 2), R^2 train: 0.856, R^2 test: 0.163 Bootstrap CV 53, alpha = (3000, 2, 5), R^2 train: 0.741, R^2 test: 0.146 Bootstrap CV 53, alpha = (3000, 2, 7), R^2 train: 0.672, R^2 test: 0.148 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.994, Explained Variance Score Train: 0.856 AUC Validation: 0.745, Explained Variance Score Validation: 0.176 AUC Test: 0.741, Explained Variance Score Test: 0.274 Bootstrap CV 63, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.054 Bootstrap CV 63, alpha = (3000, 2, 2), R^2 train: 0.848, R^2 test: 0.059 Bootstrap CV 63, alpha = (3000, 2, 5), R^2 train: 0.711, R^2 test: 0.068 Bootstrap CV 63, alpha = (3000, 2, 7), R^2 train: 0.630, R^2 test: 0.095 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.926, Explained Variance Score Train: 0.630 AUC Validation: 0.715, Explained Variance Score Validation: 0.119 AUC Test: 0.747, Explained Variance Score Test: 0.284 Bootstrap CV 61, alpha = (3000, 2, 1), R^2 train: 0.883, R^2 test: 0.164 Bootstrap CV 61, alpha = (3000, 2, 2), R^2 train: 0.832, R^2 test: 0.233 Bootstrap CV 61, alpha = (3000, 2, 5), R^2 train: 0.678, R^2 test: 0.246 Bootstrap CV 61, alpha = (3000, 2, 7), R^2 train: 0.605, R^2 test: 0.243 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.990, Explained Variance Score Train: 0.832 AUC Validation: 0.783, Explained Variance Score Validation: 0.244 AUC Test: 0.780, Explained Variance Score Test: 0.311 Bootstrap CV 57, alpha = (3000, 2, 1), R^2 train: 0.905, R^2 test: -0.008 Bootstrap CV 57, alpha = (3000, 2, 2), R^2 train: 0.882, R^2 test: -0.020 Bootstrap CV 57, alpha = (3000, 2, 5), R^2 train: 0.776, R^2 test: -0.025 Bootstrap CV 57, alpha = (3000, 2, 7), R^2 train: 0.700, R^2 test: -0.028 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.981, Explained Variance Score Train: 0.905 AUC Validation: 0.572, Explained Variance Score Validation: -0.008 AUC Test: 0.738, Explained Variance Score Test: 0.293 Running batch 5 of 7 with 16 nodes Bootstrap CV 66, alpha = (3000, 2, 1), R^2 train: 0.887, R^2 test: 0.211 Bootstrap CV 66, alpha = (3000, 2, 2), R^2 train: 0.842, R^2 test: 0.215 Bootstrap CV 66, alpha = (3000, 2, 5), R^2 train: 0.694, R^2 test: 0.270 Bootstrap CV 66, alpha = (3000, 2, 7), R^2 train: 0.620, R^2 test: 0.293 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.941, Explained Variance Score Train: 0.620 AUC Validation: 0.744, Explained Variance Score Validation: 0.295 AUC Test: 0.769, Explained Variance Score Test: 0.310 Bootstrap CV 65, alpha = (3000, 2, 1), R^2 train: 0.877, R^2 test: 0.231 Bootstrap CV 65, alpha = (3000, 2, 2), R^2 train: 0.817, R^2 test: 0.252 Bootstrap CV 65, alpha = (3000, 2, 5), R^2 train: 0.649, R^2 test: 0.266 Bootstrap CV 65, alpha = (3000, 2, 7), R^2 train: 0.570, R^2 test: 0.265 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.940, Explained Variance Score Train: 0.570 AUC Validation: 0.734, Explained Variance Score Validation: 0.275 AUC Test: 0.761, Explained Variance Score Test: 0.278 Bootstrap CV 64, alpha = (3000, 2, 1), R^2 train: 0.881, R^2 test: 0.212 Bootstrap CV 64, alpha = (3000, 2, 2), R^2 train: 0.828, R^2 test: 0.248 Bootstrap CV 64, alpha = (3000, 2, 5), R^2 train: 0.679, R^2 test: 0.288 Bootstrap CV 64, alpha = (3000, 2, 7), R^2 train: 0.601, R^2 test: 0.287 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.938, Explained Variance Score Train: 0.601 AUC Validation: 0.765, Explained Variance Score Validation: 0.290 AUC Test: 0.738, Explained Variance Score Test: 0.212 Bootstrap CV 68, alpha = (3000, 2, 1), R^2 train: 0.885, R^2 test: 0.133 Bootstrap CV 68, alpha = (3000, 2, 2), R^2 train: 0.817, R^2 test: 0.140 Bootstrap CV 68, alpha = (3000, 2, 5), R^2 train: 0.664, R^2 test: 0.137 Bootstrap CV 68, alpha = (3000, 2, 7), R^2 train: 0.594, R^2 test: 0.134 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.947, Explained Variance Score Train: 0.665 AUC Validation: 0.712, Explained Variance Score Validation: 0.150 AUC Test: 0.764, Explained Variance Score Test: 0.291 Bootstrap CV 69, alpha = (3000, 2, 1), R^2 train: 0.888, R^2 test: 0.222 Bootstrap CV 69, alpha = (3000, 2, 2), R^2 train: 0.835, R^2 test: 0.239 Bootstrap CV 69, alpha = (3000, 2, 5), R^2 train: 0.680, R^2 test: 0.182 Bootstrap CV 69, alpha = (3000, 2, 7), R^2 train: 0.604, R^2 test: 0.182 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.928, Explained Variance Score Train: 0.604 AUC Validation: 0.715, Explained Variance Score Validation: 0.205 AUC Test: 0.738, Explained Variance Score Test: 0.233 Bootstrap CV 67, alpha = (3000, 2, 1), R^2 train: 0.901, R^2 test: 0.202 Bootstrap CV 67, alpha = (3000, 2, 2), R^2 train: 0.866, R^2 test: 0.198 Bootstrap CV 67, alpha = (3000, 2, 5), R^2 train: 0.747, R^2 test: 0.231 Bootstrap CV 67, alpha = (3000, 2, 7), R^2 train: 0.671, R^2 test: 0.234 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.927, Explained Variance Score Train: 0.671 AUC Validation: 0.715, Explained Variance Score Validation: 0.234 AUC Test: 0.744, Explained Variance Score Test: 0.268 Bootstrap CV 70, alpha = (3000, 2, 1), R^2 train: 0.875, R^2 test: 0.108 Bootstrap CV 70, alpha = (3000, 2, 2), R^2 train: 0.816, R^2 test: 0.124 Bootstrap CV 70, alpha = (3000, 2, 5), R^2 train: 0.649, R^2 test: 0.135 Bootstrap CV 70, alpha = (3000, 2, 7), R^2 train: 0.573, R^2 test: 0.140 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.963, Explained Variance Score Train: 0.649 AUC Validation: 0.678, Explained Variance Score Validation: 0.137 AUC Test: 0.786, Explained Variance Score Test: 0.303 Bootstrap CV 72, alpha = (3000, 2, 1), R^2 train: 0.902, R^2 test: 0.362 Bootstrap CV 72, alpha = (3000, 2, 2), R^2 train: 0.870, R^2 test: 0.364 Bootstrap CV 72, alpha = (3000, 2, 5), R^2 train: 0.743, R^2 test: 0.314 Bootstrap CV 72, alpha = (3000, 2, 7), R^2 train: 0.675, R^2 test: 0.292 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.953, Explained Variance Score Train: 0.743 AUC Validation: 0.824, Explained Variance Score Validation: 0.326 AUC Test: 0.747, Explained Variance Score Test: 0.292 Bootstrap CV 74, alpha = (3000, 2, 1), R^2 train: 0.907, R^2 test: 0.245 Bootstrap CV 74, alpha = (3000, 2, 2), R^2 train: 0.884, R^2 test: 0.248 Bootstrap CV 74, alpha = (3000, 2, 5), R^2 train: 0.766, R^2 test: 0.254 Bootstrap CV 74, alpha = (3000, 2, 7), R^2 train: 0.695, R^2 test: 0.250 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.928, Explained Variance Score Train: 0.695 AUC Validation: 0.716, Explained Variance Score Validation: 0.250 AUC Test: 0.770, Explained Variance Score Test: 0.296 Bootstrap CV 75, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.237 Bootstrap CV 75, alpha = (3000, 2, 2), R^2 train: 0.847, R^2 test: 0.268 Bootstrap CV 75, alpha = (3000, 2, 5), R^2 train: 0.710, R^2 test: 0.268 Bootstrap CV 75, alpha = (3000, 2, 7), R^2 train: 0.635, R^2 test: 0.258 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.925, Explained Variance Score Train: 0.635 AUC Validation: 0.784, Explained Variance Score Validation: 0.261 AUC Test: 0.745, Explained Variance Score Test: 0.282 Bootstrap CV 71, alpha = (3000, 2, 1), R^2 train: 0.889, R^2 test: 0.161 Bootstrap CV 71, alpha = (3000, 2, 2), R^2 train: 0.846, R^2 test: 0.173 Bootstrap CV 71, alpha = (3000, 2, 5), R^2 train: 0.706, R^2 test: 0.177 Bootstrap CV 71, alpha = (3000, 2, 7), R^2 train: 0.628, R^2 test: 0.173 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.937, Explained Variance Score Train: 0.628 AUC Validation: 0.733, Explained Variance Score Validation: 0.179 AUC Test: 0.760, Explained Variance Score Test: 0.306 Bootstrap CV 73, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.191 Bootstrap CV 73, alpha = (3000, 2, 2), R^2 train: 0.848, R^2 test: 0.189 Bootstrap CV 73, alpha = (3000, 2, 5), R^2 train: 0.684, R^2 test: 0.187 Bootstrap CV 73, alpha = (3000, 2, 7), R^2 train: 0.608, R^2 test: 0.181 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.928, Explained Variance Score Train: 0.608 AUC Validation: 0.752, Explained Variance Score Validation: 0.182 AUC Test: 0.763, Explained Variance Score Test: 0.235 Bootstrap CV 77, alpha = (3000, 2, 1), R^2 train: 0.893, R^2 test: 0.202 Bootstrap CV 77, alpha = (3000, 2, 2), R^2 train: 0.866, R^2 test: 0.223 Bootstrap CV 77, alpha = (3000, 2, 5), R^2 train: 0.743, R^2 test: 0.204 Bootstrap CV 77, alpha = (3000, 2, 7), R^2 train: 0.669, R^2 test: 0.184 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.928, Explained Variance Score Train: 0.669 AUC Validation: 0.648, Explained Variance Score Validation: 0.188 AUC Test: 0.747, Explained Variance Score Test: 0.259 Bootstrap CV 78, alpha = (3000, 2, 1), R^2 train: 0.901, R^2 test: 0.356 Bootstrap CV 78, alpha = (3000, 2, 2), R^2 train: 0.864, R^2 test: 0.366 Bootstrap CV 78, alpha = (3000, 2, 5), R^2 train: 0.690, R^2 test: 0.352 Bootstrap CV 78, alpha = (3000, 2, 7), R^2 train: 0.608, R^2 test: 0.327 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.949, Explained Variance Score Train: 0.608 AUC Validation: 0.769, Explained Variance Score Validation: 0.327 AUC Test: 0.774, Explained Variance Score Test: 0.321 Bootstrap CV 79, alpha = (3000, 2, 1), R^2 train: 0.900, R^2 test: 0.330 Bootstrap CV 79, alpha = (3000, 2, 2), R^2 train: 0.853, R^2 test: 0.338 Bootstrap CV 79, alpha = (3000, 2, 5), R^2 train: 0.728, R^2 test: 0.305 Bootstrap CV 79, alpha = (3000, 2, 7), R^2 train: 0.662, R^2 test: 0.292 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.954, Explained Variance Score Train: 0.728 AUC Validation: 0.799, Explained Variance Score Validation: 0.316 AUC Test: 0.773, Explained Variance Score Test: 0.323 Bootstrap CV 76, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.311 Bootstrap CV 76, alpha = (3000, 2, 2), R^2 train: 0.860, R^2 test: 0.310 Bootstrap CV 76, alpha = (3000, 2, 5), R^2 train: 0.716, R^2 test: 0.334 Bootstrap CV 76, alpha = (3000, 2, 7), R^2 train: 0.643, R^2 test: 0.343 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.984, Explained Variance Score Train: 0.895 AUC Validation: 0.748, Explained Variance Score Validation: 0.350 AUC Test: 0.763, Explained Variance Score Test: 0.330 Running batch 6 of 7 with 16 nodes Bootstrap CV 84, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.230 Bootstrap CV 84, alpha = (3000, 2, 2), R^2 train: 0.856, R^2 test: 0.237 Bootstrap CV 84, alpha = (3000, 2, 5), R^2 train: 0.664, R^2 test: 0.239 Bootstrap CV 84, alpha = (3000, 2, 7), R^2 train: 0.586, R^2 test: 0.228 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.917, Explained Variance Score Train: 0.586 AUC Validation: 0.719, Explained Variance Score Validation: 0.233 AUC Test: 0.759, Explained Variance Score Test: 0.277 Bootstrap CV 86, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.158 Bootstrap CV 86, alpha = (3000, 2, 2), R^2 train: 0.842, R^2 test: 0.163 Bootstrap CV 86, alpha = (3000, 2, 5), R^2 train: 0.709, R^2 test: 0.173 Bootstrap CV 86, alpha = (3000, 2, 7), R^2 train: 0.643, R^2 test: 0.161 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.953, Explained Variance Score Train: 0.709 AUC Validation: 0.711, Explained Variance Score Validation: 0.220 AUC Test: 0.744, Explained Variance Score Test: 0.251 Bootstrap CV 83, alpha = (3000, 2, 1), R^2 train: 0.878, R^2 test: 0.282 Bootstrap CV 83, alpha = (3000, 2, 2), R^2 train: 0.831, R^2 test: 0.268 Bootstrap CV 83, alpha = (3000, 2, 5), R^2 train: 0.691, R^2 test: 0.258 Bootstrap CV 83, alpha = (3000, 2, 7), R^2 train: 0.613, R^2 test: 0.252 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.953, Explained Variance Score Train: 0.613 AUC Validation: 0.756, Explained Variance Score Validation: 0.261 AUC Test: 0.779, Explained Variance Score Test: 0.312 Bootstrap CV 82, alpha = (3000, 2, 1), R^2 train: 0.879, R^2 test: 0.155 Bootstrap CV 82, alpha = (3000, 2, 2), R^2 train: 0.834, R^2 test: 0.164 Bootstrap CV 82, alpha = (3000, 2, 5), R^2 train: 0.684, R^2 test: 0.161 Bootstrap CV 82, alpha = (3000, 2, 7), R^2 train: 0.606, R^2 test: 0.161 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.898, Explained Variance Score Train: 0.606 AUC Validation: 0.679, Explained Variance Score Validation: 0.167 AUC Test: 0.775, Explained Variance Score Test: 0.310 Bootstrap CV 81, alpha = (3000, 2, 1), R^2 train: 0.888, R^2 test: 0.272 Bootstrap CV 81, alpha = (3000, 2, 2), R^2 train: 0.850, R^2 test: 0.283 Bootstrap CV 81, alpha = (3000, 2, 5), R^2 train: 0.708, R^2 test: 0.279 Bootstrap CV 81, alpha = (3000, 2, 7), R^2 train: 0.626, R^2 test: 0.280 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.919, Explained Variance Score Train: 0.626 AUC Validation: 0.802, Explained Variance Score Validation: 0.287 AUC Test: 0.738, Explained Variance Score Test: 0.260 Bootstrap CV 80, alpha = (3000, 2, 1), R^2 train: 0.903, R^2 test: 0.042 Bootstrap CV 80, alpha = (3000, 2, 2), R^2 train: 0.866, R^2 test: 0.031 Bootstrap CV 80, alpha = (3000, 2, 5), R^2 train: 0.725, R^2 test: -0.006 Bootstrap CV 80, alpha = (3000, 2, 7), R^2 train: 0.649, R^2 test: -0.020 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.940, Explained Variance Score Train: 0.649 AUC Validation: 0.671, Explained Variance Score Validation: -0.020 AUC Test: 0.738, Explained Variance Score Test: 0.277 Bootstrap CV 85, alpha = (3000, 2, 1), R^2 train: 0.882, R^2 test: 0.139 Bootstrap CV 85, alpha = (3000, 2, 2), R^2 train: 0.810, R^2 test: 0.117 Bootstrap CV 85, alpha = (3000, 2, 5), R^2 train: 0.650, R^2 test: 0.131 Bootstrap CV 85, alpha = (3000, 2, 7), R^2 train: 0.582, R^2 test: 0.122 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.949, Explained Variance Score Train: 0.651 AUC Validation: 0.639, Explained Variance Score Validation: 0.173 AUC Test: 0.760, Explained Variance Score Test: 0.271 Bootstrap CV 90, alpha = (3000, 2, 1), R^2 train: 0.908, R^2 test: 0.204 Bootstrap CV 90, alpha = (3000, 2, 2), R^2 train: 0.879, R^2 test: 0.202 Bootstrap CV 90, alpha = (3000, 2, 5), R^2 train: 0.765, R^2 test: 0.200 Bootstrap CV 90, alpha = (3000, 2, 7), R^2 train: 0.692, R^2 test: 0.212 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.935, Explained Variance Score Train: 0.692 AUC Validation: 0.768, Explained Variance Score Validation: 0.216 AUC Test: 0.739, Explained Variance Score Test: 0.291 Bootstrap CV 95, alpha = (3000, 2, 1), R^2 train: 0.893, R^2 test: 0.292 Bootstrap CV 95, alpha = (3000, 2, 2), R^2 train: 0.853, R^2 test: 0.298 Bootstrap CV 95, alpha = (3000, 2, 5), R^2 train: 0.725, R^2 test: 0.281 Bootstrap CV 95, alpha = (3000, 2, 7), R^2 train: 0.655, R^2 test: 0.274 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.957, Explained Variance Score Train: 0.656 AUC Validation: 0.801, Explained Variance Score Validation: 0.294 AUC Test: 0.747, Explained Variance Score Test: 0.267 Bootstrap CV 92, alpha = (3000, 2, 1), R^2 train: 0.888, R^2 test: 0.289 Bootstrap CV 92, alpha = (3000, 2, 2), R^2 train: 0.848, R^2 test: 0.291 Bootstrap CV 92, alpha = (3000, 2, 5), R^2 train: 0.708, R^2 test: 0.296 Bootstrap CV 92, alpha = (3000, 2, 7), R^2 train: 0.634, R^2 test: 0.292 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.950, Explained Variance Score Train: 0.708 AUC Validation: 0.853, Explained Variance Score Validation: 0.336 AUC Test: 0.751, Explained Variance Score Test: 0.314 Bootstrap CV 88, alpha = (3000, 2, 1), R^2 train: 0.901, R^2 test: 0.338 Bootstrap CV 88, alpha = (3000, 2, 2), R^2 train: 0.872, R^2 test: 0.341 Bootstrap CV 88, alpha = (3000, 2, 5), R^2 train: 0.750, R^2 test: 0.345 Bootstrap CV 88, alpha = (3000, 2, 7), R^2 train: 0.675, R^2 test: 0.349 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.983, Explained Variance Score Train: 0.872 AUC Validation: 0.773, Explained Variance Score Validation: 0.341 AUC Test: 0.773, Explained Variance Score Test: 0.299 Bootstrap CV 89, alpha = (3000, 2, 1), R^2 train: 0.890, R^2 test: 0.129 Bootstrap CV 89, alpha = (3000, 2, 2), R^2 train: 0.852, R^2 test: 0.158 Bootstrap CV 89, alpha = (3000, 2, 5), R^2 train: 0.723, R^2 test: 0.141 Bootstrap CV 89, alpha = (3000, 2, 7), R^2 train: 0.644, R^2 test: 0.133 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.985, Explained Variance Score Train: 0.852 AUC Validation: 0.724, Explained Variance Score Validation: 0.158 AUC Test: 0.767, Explained Variance Score Test: 0.316 Bootstrap CV 93, alpha = (3000, 2, 1), R^2 train: 0.906, R^2 test: 0.311 Bootstrap CV 93, alpha = (3000, 2, 2), R^2 train: 0.877, R^2 test: 0.307 Bootstrap CV 93, alpha = (3000, 2, 5), R^2 train: 0.753, R^2 test: 0.282 Bootstrap CV 93, alpha = (3000, 2, 7), R^2 train: 0.678, R^2 test: 0.286 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.978, Explained Variance Score Train: 0.878 AUC Validation: 0.785, Explained Variance Score Validation: 0.312 AUC Test: 0.763, Explained Variance Score Test: 0.252 Bootstrap CV 91, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.162 Bootstrap CV 91, alpha = (3000, 2, 2), R^2 train: 0.841, R^2 test: 0.176 Bootstrap CV 91, alpha = (3000, 2, 5), R^2 train: 0.678, R^2 test: 0.161 Bootstrap CV 91, alpha = (3000, 2, 7), R^2 train: 0.607, R^2 test: 0.183 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.978, Explained Variance Score Train: 0.841 AUC Validation: 0.750, Explained Variance Score Validation: 0.177 AUC Test: 0.775, Explained Variance Score Test: 0.280 Bootstrap CV 87, alpha = (3000, 2, 1), R^2 train: 0.907, R^2 test: 0.347 Bootstrap CV 87, alpha = (3000, 2, 2), R^2 train: 0.878, R^2 test: 0.341 Bootstrap CV 87, alpha = (3000, 2, 5), R^2 train: 0.771, R^2 test: 0.318 Bootstrap CV 87, alpha = (3000, 2, 7), R^2 train: 0.703, R^2 test: 0.292 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.975, Explained Variance Score Train: 0.907 AUC Validation: 0.781, Explained Variance Score Validation: 0.349 AUC Test: 0.761, Explained Variance Score Test: 0.304 Bootstrap CV 94, alpha = (3000, 2, 1), R^2 train: 0.879, R^2 test: 0.327 Bootstrap CV 94, alpha = (3000, 2, 2), R^2 train: 0.825, R^2 test: 0.318 Bootstrap CV 94, alpha = (3000, 2, 5), R^2 train: 0.658, R^2 test: 0.288 Bootstrap CV 94, alpha = (3000, 2, 7), R^2 train: 0.582, R^2 test: 0.281 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.993, Explained Variance Score Train: 0.879 AUC Validation: 0.779, Explained Variance Score Validation: 0.327 AUC Test: 0.765, Explained Variance Score Test: 0.277 Running batch 7 of 7 with 4 nodes Bootstrap CV 97, alpha = (3000, 2, 1), R^2 train: 0.911, R^2 test: 0.256 Bootstrap CV 97, alpha = (3000, 2, 2), R^2 train: 0.879, R^2 test: 0.245 Bootstrap CV 97, alpha = (3000, 2, 5), R^2 train: 0.754, R^2 test: 0.289 Bootstrap CV 97, alpha = (3000, 2, 7), R^2 train: 0.691, R^2 test: 0.312 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.925, Explained Variance Score Train: 0.691 AUC Validation: 0.890, Explained Variance Score Validation: 0.322 AUC Test: 0.731, Explained Variance Score Test: 0.238 Bootstrap CV 96, alpha = (3000, 2, 1), R^2 train: 0.875, R^2 test: 0.235 Bootstrap CV 96, alpha = (3000, 2, 2), R^2 train: 0.808, R^2 test: 0.285 Bootstrap CV 96, alpha = (3000, 2, 5), R^2 train: 0.662, R^2 test: 0.250 Bootstrap CV 96, alpha = (3000, 2, 7), R^2 train: 0.581, R^2 test: 0.238 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.929, Explained Variance Score Train: 0.581 AUC Validation: 0.832, Explained Variance Score Validation: 0.239 AUC Test: 0.753, Explained Variance Score Test: 0.255 Bootstrap CV 99, alpha = (3000, 2, 1), R^2 train: 0.901, R^2 test: 0.198 Bootstrap CV 99, alpha = (3000, 2, 2), R^2 train: 0.865, R^2 test: 0.195 Bootstrap CV 99, alpha = (3000, 2, 5), R^2 train: 0.734, R^2 test: 0.196 Bootstrap CV 99, alpha = (3000, 2, 7), R^2 train: 0.646, R^2 test: 0.197 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.934, Explained Variance Score Train: 0.646 AUC Validation: 0.645, Explained Variance Score Validation: 0.213 AUC Test: 0.755, Explained Variance Score Test: 0.296 Bootstrap CV 98, alpha = (3000, 2, 1), R^2 train: 0.887, R^2 test: 0.176 Bootstrap CV 98, alpha = (3000, 2, 2), R^2 train: 0.826, R^2 test: 0.288 Bootstrap CV 98, alpha = (3000, 2, 5), R^2 train: 0.655, R^2 test: 0.362 Bootstrap CV 98, alpha = (3000, 2, 7), R^2 train: 0.564, R^2 test: 0.372 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.939, Explained Variance Score Train: 0.564 AUC Validation: 0.836, Explained Variance Score Validation: 0.398 AUC Test: 0.757, Explained Variance Score Test: 0.291 total Variables 19290 and total subjects: 1751 ->AUC validation: 0.746 95% CI: [0.735 , 0.758] ->AUC test: 0.759 95% CI: [0.756 , 0.762] ->R^2 validation: 0.238 95% CI: [0.222 , 0.254] ->R^2 test: 0.285 95% CI: [0.281 , 0.290] ->Explained Variance validation: 0.226 95% CI: [0.210 , 0.243] ->Explained Variance test: 0.283 95% CI: [0.278 , 0.287] Test set metrics: @threshold:1.401, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:1.397, sens:0.012, spec:1.000, ppv:1.000, acc:0.766, f1:0.024, mcc:0.000, total+:1, total-:349 @threshold:1.100, sens:0.072, spec:0.996, ppv:0.857, acc:0.777, f1:0.133, mcc:0.237, total+:7, total-:343 @threshold:1.089, sens:0.084, spec:0.996, ppv:0.875, acc:0.780, f1:0.154, mcc:0.261, total+:8, total-:342 @threshold:1.084, sens:0.084, spec:0.993, ppv:0.778, acc:0.777, f1:0.152, mcc:0.118, total+:9, total-:341 @threshold:1.063, sens:0.096, spec:0.989, ppv:0.727, acc:0.777, f1:0.170, mcc:0.079, total+:11, total-:339 @threshold:1.017, sens:0.120, spec:0.985, ppv:0.714, acc:0.780, f1:0.206, mcc:0.065, total+:14, total-:336 @threshold:1.002, sens:0.133, spec:0.981, ppv:0.688, acc:0.780, f1:0.222, mcc:0.053, total+:16, total-:334 @threshold:0.962, sens:0.133, spec:0.978, ppv:0.647, acc:0.777, f1:0.220, mcc:0.041, total+:17, total-:333 @threshold:0.954, sens:0.145, spec:0.978, ppv:0.667, acc:0.780, f1:0.238, mcc:0.045, total+:18, total-:332 @threshold:0.949, sens:0.145, spec:0.974, ppv:0.632, acc:0.777, f1:0.235, mcc:0.036, total+:19, total-:331 @threshold:0.925, sens:0.157, spec:0.970, ppv:0.619, acc:0.777, f1:0.250, mcc:0.032, total+:21, total-:329 @threshold:0.923, sens:0.157, spec:0.966, ppv:0.591, acc:0.774, f1:0.248, mcc:0.027, total+:22, total-:328 @threshold:0.922, sens:0.169, spec:0.966, ppv:0.609, acc:0.777, f1:0.264, mcc:0.029, total+:23, total-:327 @threshold:0.871, sens:0.193, spec:0.963, ppv:0.615, acc:0.780, f1:0.294, mcc:0.029, total+:26, total-:324 @threshold:0.871, sens:0.205, spec:0.963, ppv:0.630, acc:0.783, f1:0.309, mcc:0.030, total+:27, total-:323 @threshold:0.862, sens:0.205, spec:0.959, ppv:0.607, acc:0.780, f1:0.306, mcc:0.027, total+:28, total-:322 @threshold:0.856, sens:0.217, spec:0.959, ppv:0.621, acc:0.783, f1:0.321, mcc:0.028, total+:29, total-:321 @threshold:0.760, sens:0.265, spec:0.955, ppv:0.647, acc:0.791, f1:0.376, mcc:0.030, total+:34, total-:316 @threshold:0.748, sens:0.277, spec:0.955, ppv:0.657, acc:0.794, f1:0.390, mcc:0.031, total+:35, total-:315 @threshold:0.738, sens:0.277, spec:0.951, ppv:0.639, acc:0.791, f1:0.387, mcc:0.028, total+:36, total-:314 @threshold:0.732, sens:0.289, spec:0.951, ppv:0.649, acc:0.794, f1:0.400, mcc:0.029, total+:37, total-:313 @threshold:0.724, sens:0.289, spec:0.948, ppv:0.632, acc:0.791, f1:0.397, mcc:0.026, total+:38, total-:312 @threshold:0.711, sens:0.301, spec:0.948, ppv:0.641, acc:0.794, f1:0.410, mcc:0.027, total+:39, total-:311 @threshold:0.699, sens:0.301, spec:0.944, ppv:0.625, acc:0.791, f1:0.407, mcc:0.025, total+:40, total-:310 @threshold:0.685, sens:0.313, spec:0.944, ppv:0.634, acc:0.794, f1:0.419, mcc:0.026, total+:41, total-:309 @threshold:0.631, sens:0.337, spec:0.940, ppv:0.636, acc:0.797, f1:0.441, mcc:0.025, total+:44, total-:306 @threshold:0.630, sens:0.349, spec:0.940, ppv:0.644, acc:0.800, f1:0.453, mcc:0.026, total+:45, total-:305 @threshold:0.620, sens:0.349, spec:0.936, ppv:0.630, acc:0.797, f1:0.450, mcc:0.024, total+:46, total-:304 @threshold:0.614, sens:0.361, spec:0.933, ppv:0.625, acc:0.797, f1:0.458, mcc:0.023, total+:48, total-:302 @threshold:0.609, sens:0.361, spec:0.929, ppv:0.612, acc:0.794, f1:0.455, mcc:0.021, total+:49, total-:301 @threshold:0.609, sens:0.373, spec:0.929, ppv:0.620, acc:0.797, f1:0.466, mcc:0.022, total+:50, total-:300 @threshold:0.604, sens:0.386, spec:0.925, ppv:0.615, acc:0.797, f1:0.474, mcc:0.021, total+:52, total-:298 @threshold:0.513, sens:0.398, spec:0.918, ppv:0.600, acc:0.794, f1:0.478, mcc:0.019, total+:55, total-:295 @threshold:0.509, sens:0.398, spec:0.914, ppv:0.589, acc:0.791, f1:0.475, mcc:0.018, total+:56, total-:294 @threshold:0.465, sens:0.410, spec:0.895, ppv:0.548, acc:0.780, f1:0.469, mcc:0.014, total+:62, total-:288 @threshold:0.456, sens:0.410, spec:0.891, ppv:0.540, acc:0.777, f1:0.466, mcc:0.013, total+:63, total-:287 @threshold:0.450, sens:0.422, spec:0.891, ppv:0.547, acc:0.780, f1:0.476, mcc:0.014, total+:64, total-:286 @threshold:0.449, sens:0.422, spec:0.888, ppv:0.538, acc:0.777, f1:0.473, mcc:0.013, total+:65, total-:285 @threshold:0.448, sens:0.434, spec:0.888, ppv:0.545, acc:0.780, f1:0.483, mcc:0.014, total+:66, total-:284 @threshold:0.447, sens:0.434, spec:0.884, ppv:0.537, acc:0.777, f1:0.480, mcc:0.013, total+:67, total-:283 @threshold:0.446, sens:0.446, spec:0.884, ppv:0.544, acc:0.780, f1:0.490, mcc:0.013, total+:68, total-:282 @threshold:0.442, sens:0.446, spec:0.880, ppv:0.536, acc:0.777, f1:0.487, mcc:0.013, total+:69, total-:281 @threshold:0.424, sens:0.458, spec:0.854, ppv:0.494, acc:0.760, f1:0.475, mcc:0.010, total+:77, total-:273 @threshold:0.422, sens:0.458, spec:0.850, ppv:0.487, acc:0.757, f1:0.472, mcc:0.009, total+:78, total-:272 @threshold:0.421, sens:0.470, spec:0.850, ppv:0.494, acc:0.760, f1:0.481, mcc:0.010, total+:79, total-:271 @threshold:0.419, sens:0.470, spec:0.846, ppv:0.487, acc:0.757, f1:0.479, mcc:0.009, total+:80, total-:270 @threshold:0.389, sens:0.482, spec:0.824, ppv:0.460, acc:0.743, f1:0.471, mcc:0.008, total+:87, total-:263 @threshold:0.385, sens:0.482, spec:0.820, ppv:0.455, acc:0.740, f1:0.468, mcc:0.007, total+:88, total-:262 @threshold:0.378, sens:0.494, spec:0.816, ppv:0.456, acc:0.740, f1:0.474, mcc:0.007, total+:90, total-:260 @threshold:0.372, sens:0.494, spec:0.813, ppv:0.451, acc:0.737, f1:0.471, mcc:0.007, total+:91, total-:259 @threshold:0.366, sens:0.506, spec:0.813, ppv:0.457, acc:0.740, f1:0.480, mcc:0.007, total+:92, total-:258 @threshold:0.360, sens:0.518, spec:0.809, ppv:0.457, acc:0.740, f1:0.486, mcc:0.007, total+:94, total-:256 @threshold:0.351, sens:0.530, spec:0.801, ppv:0.454, acc:0.737, f1:0.489, mcc:0.007, total+:97, total-:253 @threshold:0.345, sens:0.530, spec:0.798, ppv:0.449, acc:0.734, f1:0.486, mcc:0.007, total+:98, total-:252 @threshold:0.329, sens:0.542, spec:0.779, ppv:0.433, acc:0.723, f1:0.481, mcc:0.006, total+:104, total-:246 @threshold:0.321, sens:0.554, spec:0.775, ppv:0.434, acc:0.723, f1:0.487, mcc:0.006, total+:106, total-:244 @threshold:0.313, sens:0.566, spec:0.768, ppv:0.431, acc:0.720, f1:0.490, mcc:0.006, total+:109, total-:241 @threshold:0.312, sens:0.566, spec:0.764, ppv:0.427, acc:0.717, f1:0.487, mcc:0.006, total+:110, total-:240 @threshold:0.289, sens:0.578, spec:0.738, ppv:0.407, acc:0.700, f1:0.478, mcc:0.005, total+:118, total-:232 @threshold:0.286, sens:0.578, spec:0.734, ppv:0.403, acc:0.697, f1:0.475, mcc:0.005, total+:119, total-:231 @threshold:0.275, sens:0.590, spec:0.727, ppv:0.402, acc:0.694, f1:0.478, mcc:0.005, total+:122, total-:228 @threshold:0.273, sens:0.590, spec:0.723, ppv:0.398, acc:0.691, f1:0.476, mcc:0.005, total+:123, total-:227 @threshold:0.264, sens:0.602, spec:0.723, ppv:0.403, acc:0.694, f1:0.483, mcc:0.005, total+:124, total-:226 @threshold:0.258, sens:0.602, spec:0.719, ppv:0.400, acc:0.691, f1:0.481, mcc:0.005, total+:125, total-:225 @threshold:0.238, sens:0.614, spec:0.712, ppv:0.398, acc:0.689, f1:0.483, mcc:0.005, total+:128, total-:222 @threshold:0.238, sens:0.614, spec:0.708, ppv:0.395, acc:0.686, f1:0.481, mcc:0.005, total+:129, total-:221 @threshold:0.238, sens:0.627, spec:0.708, ppv:0.400, acc:0.689, f1:0.488, mcc:0.005, total+:130, total-:220 @threshold:0.224, sens:0.639, spec:0.704, ppv:0.402, acc:0.689, f1:0.493, mcc:0.005, total+:132, total-:218 @threshold:0.203, sens:0.651, spec:0.697, ppv:0.400, acc:0.686, f1:0.495, mcc:0.005, total+:135, total-:215 @threshold:0.197, sens:0.651, spec:0.693, ppv:0.397, acc:0.683, f1:0.493, mcc:0.005, total+:136, total-:214 @threshold:0.192, sens:0.663, spec:0.689, ppv:0.399, acc:0.683, f1:0.498, mcc:0.005, total+:138, total-:212 @threshold:0.191, sens:0.663, spec:0.685, ppv:0.396, acc:0.680, f1:0.495, mcc:0.005, total+:139, total-:211 @threshold:0.183, sens:0.675, spec:0.682, ppv:0.397, acc:0.680, f1:0.500, mcc:0.005, total+:141, total-:209 @threshold:0.181, sens:0.675, spec:0.678, ppv:0.394, acc:0.677, f1:0.498, mcc:0.005, total+:142, total-:208 @threshold:0.171, sens:0.687, spec:0.659, ppv:0.385, acc:0.666, f1:0.494, mcc:0.004, total+:148, total-:202 @threshold:0.160, sens:0.687, spec:0.655, ppv:0.383, acc:0.663, f1:0.491, mcc:0.004, total+:149, total-:201 @threshold:0.141, sens:0.699, spec:0.640, ppv:0.377, acc:0.654, f1:0.489, mcc:0.004, total+:154, total-:196 @threshold:0.128, sens:0.723, spec:0.637, ppv:0.382, acc:0.657, f1:0.500, mcc:0.004, total+:157, total-:193 @threshold:0.060, sens:0.735, spec:0.596, ppv:0.361, acc:0.629, f1:0.484, mcc:0.004, total+:169, total-:181 @threshold:0.054, sens:0.735, spec:0.592, ppv:0.359, acc:0.626, f1:0.482, mcc:0.004, total+:170, total-:180 @threshold:0.014, sens:0.747, spec:0.577, ppv:0.354, acc:0.617, f1:0.481, mcc:0.003, total+:175, total-:175 @threshold:0.006, sens:0.747, spec:0.573, ppv:0.352, acc:0.614, f1:0.479, mcc:0.003, total+:176, total-:174 @threshold:0.003, sens:0.759, spec:0.573, ppv:0.356, acc:0.617, f1:0.485, mcc:0.003, total+:177, total-:173 @threshold:-0.026, sens:0.783, spec:0.569, ppv:0.361, acc:0.620, f1:0.494, mcc:0.004, total+:180, total-:170 @threshold:-0.050, sens:0.795, spec:0.547, ppv:0.353, acc:0.606, f1:0.489, mcc:0.003, total+:187, total-:163 @threshold:-0.055, sens:0.807, spec:0.543, ppv:0.354, acc:0.606, f1:0.493, mcc:0.004, total+:189, total-:161 @threshold:-0.066, sens:0.819, spec:0.536, ppv:0.354, acc:0.603, f1:0.495, mcc:0.004, total+:192, total-:158 @threshold:-0.068, sens:0.819, spec:0.532, ppv:0.352, acc:0.600, f1:0.493, mcc:0.003, total+:193, total-:157 @threshold:-0.109, sens:0.831, spec:0.509, ppv:0.345, acc:0.586, f1:0.488, mcc:0.003, total+:200, total-:150 @threshold:-0.112, sens:0.843, spec:0.506, ppv:0.347, acc:0.586, f1:0.491, mcc:0.003, total+:202, total-:148 @threshold:-0.120, sens:0.855, spec:0.506, ppv:0.350, acc:0.589, f1:0.497, mcc:0.003, total+:203, total-:147 @threshold:-0.127, sens:0.867, spec:0.502, ppv:0.351, acc:0.589, f1:0.500, mcc:0.004, total+:205, total-:145 @threshold:-0.176, sens:0.880, spec:0.476, ppv:0.343, acc:0.571, f1:0.493, mcc:0.003, total+:213, total-:137 @threshold:-0.186, sens:0.880, spec:0.472, ppv:0.341, acc:0.569, f1:0.492, mcc:0.003, total+:214, total-:136 @threshold:-0.192, sens:0.892, spec:0.461, ppv:0.339, acc:0.563, f1:0.492, mcc:0.003, total+:218, total-:132 @threshold:-0.199, sens:0.892, spec:0.457, ppv:0.338, acc:0.560, f1:0.490, mcc:0.003, total+:219, total-:131 @threshold:-0.203, sens:0.904, spec:0.453, ppv:0.339, acc:0.560, f1:0.493, mcc:0.003, total+:221, total-:129 @threshold:-0.211, sens:0.904, spec:0.449, ppv:0.338, acc:0.557, f1:0.492, mcc:0.003, total+:222, total-:128 @threshold:-0.237, sens:0.916, spec:0.438, ppv:0.336, acc:0.551, f1:0.492, mcc:0.003, total+:226, total-:124 @threshold:-0.242, sens:0.916, spec:0.434, ppv:0.335, acc:0.549, f1:0.490, mcc:0.003, total+:227, total-:123 @threshold:-0.321, sens:0.928, spec:0.367, ppv:0.313, acc:0.500, f1:0.468, mcc:0.003, total+:246, total-:104 @threshold:-0.324, sens:0.928, spec:0.363, ppv:0.312, acc:0.497, f1:0.467, mcc:0.003, total+:247, total-:103 @threshold:-0.349, sens:0.940, spec:0.348, ppv:0.310, acc:0.489, f1:0.466, mcc:0.003, total+:252, total-:98 @threshold:-0.355, sens:0.940, spec:0.345, ppv:0.308, acc:0.486, f1:0.464, mcc:0.003, total+:253, total-:97 @threshold:-0.440, sens:0.952, spec:0.281, ppv:0.292, acc:0.440, f1:0.446, mcc:0.002, total+:271, total-:79 @threshold:-0.444, sens:0.952, spec:0.277, ppv:0.290, acc:0.437, f1:0.445, mcc:0.002, total+:272, total-:78 @threshold:-0.490, sens:0.964, spec:0.240, ppv:0.283, acc:0.411, f1:0.437, mcc:0.002, total+:283, total-:67 @threshold:-0.497, sens:0.964, spec:0.236, ppv:0.282, acc:0.409, f1:0.436, mcc:0.002, total+:284, total-:66 @threshold:-0.507, sens:0.976, spec:0.228, ppv:0.282, acc:0.406, f1:0.438, mcc:0.002, total+:287, total-:63 @threshold:-0.508, sens:0.976, spec:0.225, ppv:0.281, acc:0.403, f1:0.437, mcc:0.002, total+:288, total-:62 @threshold:-0.656, sens:0.988, spec:0.116, ppv:0.258, acc:0.323, f1:0.409, mcc:0.002, total+:318, total-:32 @threshold:-0.663, sens:0.988, spec:0.112, ppv:0.257, acc:0.320, f1:0.408, mcc:0.002, total+:319, total-:31 @threshold:-0.926, sens:1.000, spec:0.004, ppv:0.238, acc:0.240, f1:0.384, mcc:0.002, total+:349, total-:1 * Vital: BMI-latest | coef 0.075 95% CI: [0.064 , 0.086] | OR_adj 1.078 [1.066 1.090] | occ: 1672 | OR_unadj: 4.483 [3.496 5.747] | indivs AUC:0.731 Correlated most with: Maternal Diagnosis:9ccs200:Oth skin dx:0.126 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:0.109 Diagnosis:9ccs95:Oth nerv dx:-0.085 Diagnosis:9ccs128:Asthma:0.083 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.078 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.075 Maternal Maternal Lab History: WBC-otherPregnancy:0.074 Maternal Maternal Lab History: IRON-postPregnancy:-0.073 Maternal Vital: Wt-postPregnancy:0.071 Diagnosis:9ccs138:Esophgeal dx:-0.071 * Vital: Wt for Len Percentile-gain0to24 | coef 0.040 95% CI: [0.031 , 0.049] | OR_adj 1.040 [1.031 1.050] | occ: 1392 | OR_unadj: 3.861 [3.032 4.917] | indivs AUC:0.753 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.102 Maternal Vital: Wt-postPregnancy:0.092 Diagnosis:9ccs128:Asthma:0.080 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.070 Diagnosis:9ccs243:Poisn nonmed:0.068 Diagnosis:9ccs95:Oth nerv dx:-0.066 Diagnosis:9ccs214:GI cong anom:-0.066 Maternal Diagnosis:9ccs184:Early labor:-0.064 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.063 Diagnosis:9ccs246:FUO:0.062 * Vital: Wt for Length ZScore-avg19to24 | coef 0.032 95% CI: [0.026 , 0.039] | OR_adj 1.033 [1.026 1.039] | occ: 1392 | OR_unadj: 4.002 [3.155 5.076] | indivs AUC:0.774 Correlated most with: Maternal Vital: Wt-postPregnancy:0.103 Maternal Diagnosis:9ccs185:Long pregncy:0.083 Maternal Maternal Lab History: WBC-otherPregnancy:0.081 Diagnosis:9ccs128:Asthma:0.079 Diagnosis:9ccs86:Cataract:-0.079 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.077 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.076 Diagnosis:9ccs235:Opn wnd head:0.074 Maternal Diagnosis:9ccs184:Early labor:-0.071 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.067 * Vital: BMI-gain0to24 | coef 0.031 95% CI: [0.025 , 0.036] | OR_adj 1.031 [1.026 1.037] | occ: 1391 | OR_unadj: 4.247 [3.349 5.386] | indivs AUC:0.749 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.109 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:0.097 Diagnosis:9ccs58:Ot nutrit dx:0.096 Newborn Diagnosis:9ccs47:Ot bnign neo:0.094 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.089 Diagnosis:9ccs106:Dysrhythmia:0.087 Diagnosis:9ccs128:Asthma:0.085 Maternal Vital: Wt-postPregnancy:0.084 Diagnosis:9ccs235:Opn wnd head:0.082 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.078 * Vital: Wt for Length ZScore-latest | coef 0.029 95% CI: [0.025 , 0.033] | OR_adj 1.030 [1.025 1.034] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.761 Correlated most with: Diagnosis:9ccs128:Asthma:0.102 Maternal Maternal Lab History: WBC-otherPregnancy:0.089 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.086 Maternal Vital: Wt-postPregnancy:0.085 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.083 Diagnosis:9ccs95:Oth nerv dx:-0.083 Maternal Diagnosis:9ccs185:Long pregncy:0.082 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.081 Number of Visits:0.073 Maternal Maternal Lab History: IRON-postPregnancy:-0.071 * Vital: Wt for Length ZScore-gain0to24 | coef 0.029 95% CI: [0.025 , 0.033] | OR_adj 1.030 [1.025 1.034] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.761 Correlated most with: Diagnosis:9ccs128:Asthma:0.102 Maternal Maternal Lab History: WBC-otherPregnancy:0.089 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.086 Maternal Vital: Wt-postPregnancy:0.085 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.083 Diagnosis:9ccs95:Oth nerv dx:-0.083 Maternal Diagnosis:9ccs185:Long pregncy:0.082 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.081 Number of Visits:0.073 Maternal Maternal Lab History: IRON-postPregnancy:-0.071 * Vital: Wt for Len Percentile-latest | coef 0.028 95% CI: [0.021 , 0.035] | OR_adj 1.028 [1.022 1.035] | occ: 1601 | OR_unadj: 4.255 [3.294 5.497] | indivs AUC:0.751 Correlated most with: Diagnosis:9ccs128:Asthma:0.102 Maternal Diagnosis:9ccs185:Long pregncy:0.092 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.080 Diagnosis:9ccs95:Oth nerv dx:-0.074 Diagnosis:9ccs138:Esophgeal dx:-0.073 Maternal Vital: Wt-postPregnancy:0.072 Maternal Maternal Lab History: MCH-postPregnancy:-0.071 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.070 Maternal Maternal Lab History: IRON-postPregnancy:-0.069 Maternal Maternal Lab History: WBC-otherPregnancy:0.068 * Vital: BMI-avg19to24 | coef 0.026 95% CI: [0.022 , 0.031] | OR_adj 1.027 [1.022 1.032] | occ: 1397 | OR_unadj: 4.344 [3.423 5.512] | indivs AUC:0.762 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.105 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:0.097 Diagnosis:9ccs58:Ot nutrit dx:0.094 Newborn Diagnosis:9ccs47:Ot bnign neo:0.094 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.089 Maternal Vital: Wt-postPregnancy:0.086 Diagnosis:9ccs128:Asthma:0.084 Diagnosis:9ccs235:Opn wnd head:0.082 Diagnosis:9ccs106:Dysrhythmia:0.081 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.074 * Vital: Wt-latest | coef 0.025 95% CI: [0.018 , 0.031] | OR_adj 1.025 [1.018 1.032] | occ: 1677 | OR_unadj: 4.020 [3.127 5.168] | indivs AUC:0.703 Correlated most with: Number of Visits:0.362 Diagnosis:9ccs126:Ot up rsp in:0.282 Diagnosis:9ccs92:Otitis media:0.237 Diagnosis:9ccs10:Immuniz/scrn:0.219 Diagnosis:9ccs128:Asthma:0.149 Diagnosis:9ccs257:Ot aftercare:0.137 Diagnosis:9ccs7:Viral infect:0.137 Diagnosis:9ccs125:Bronchitis:0.134 Diagnosis:9ccs135:Intest infct:0.133 Diagnosis:9ccs122:Pneumonia:0.116 * Vital: Wt for Len Percentile-avg19to24 | coef 0.024 95% CI: [0.020 , 0.028] | OR_adj 1.024 [1.020 1.029] | occ: 1398 | OR_unadj: 3.884 [3.049 4.948] | indivs AUC:0.767 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.104 Maternal Vital: Wt-postPregnancy:0.093 Diagnosis:9ccs128:Asthma:0.082 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.071 Diagnosis:9ccs243:Poisn nonmed:0.069 Diagnosis:9ccs214:GI cong anom:-0.066 Maternal Diagnosis:9ccs184:Early labor:-0.065 Diagnosis:9ccs95:Oth nerv dx:-0.064 Diagnosis:9ccs246:FUO:0.062 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.062 * Vital: Wt-avg19to24 | coef 0.021 95% CI: [0.017 , 0.025] | OR_adj 1.021 [1.017 1.025] | occ: 1417 | OR_unadj: 4.067 [3.209 5.154] | indivs AUC:0.749 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.102 Maternal Diagnosis:9ccs184:Early labor:-0.098 Maternal Vital: Wt-postPregnancy:0.098 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.088 Maternal Maternal Lab History: WBC-otherPregnancy:0.086 Newborn Diagnosis:9ccs191:Amnios dx:0.086 Diagnosis:9ccs128:Asthma:0.083 Diagnosis:9ccs120:Hemmorhoids:0.083 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.083 Newborn Diagnosis:9ccs219:Low birth wt:-0.079 * Vital: Wt-gain0to24 | coef 0.019 95% CI: [0.015 , 0.022] | OR_adj 1.019 [1.015 1.023] | occ: 1411 | OR_unadj: 3.949 [3.118 5.001] | indivs AUC:0.735 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.102 Maternal Vital: Wt-postPregnancy:0.101 Maternal Diagnosis:9ccs184:Early labor:-0.095 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.091 Newborn Diagnosis:9ccs191:Amnios dx:0.090 Maternal Maternal Lab History: WBC-otherPregnancy:0.088 Diagnosis:9ccs128:Asthma:0.084 Diagnosis:9ccs120:Hemmorhoids:0.084 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.084 Maternal Diagnosis:9ccs244:Other injury:0.078 * Vital: BMI-avg16to19 | coef 0.015 95% CI: [0.012 , 0.018] | OR_adj 1.016 [1.013 1.019] | occ: 1293 | OR_unadj: 3.189 [2.527 4.025] | indivs AUC:0.723 Correlated most with: Maternal Diagnosis:9ccs215:gu cong anom:-0.102 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.090 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.076 Maternal Maternal Lab History: WBC-otherPregnancy:0.076 Diagnosis:9ccs214:GI cong anom:-0.074 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.069 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.066 Newborn Diagnosis:9ccs191:Amnios dx:0.066 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.065 Maternal Maternal Lab History: CREATININE-postPregnancy:0.064 * Vital: Wt Percentile-latest | coef 0.015 95% CI: [0.011 , 0.020] | OR_adj 1.016 [1.011 1.020] | occ: 1034 | OR_unadj: 2.653 [2.104 3.345] | indivs AUC:0.695 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.096 Maternal Maternal Lab History: IRON-postPregnancy:-0.096 Diagnosis:9ccs128:Asthma:0.091 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:-0.084 Maternal Vital: Wt-postPregnancy:0.083 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.075 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.070 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.070 Diagnosis:9ccs136:Teeth dx:-0.070 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.069 * Vital: Wt for Length ZScore-avg16to19 | coef 0.015 95% CI: [0.011 , 0.019] | OR_adj 1.015 [1.011 1.019] | occ: 1292 | OR_unadj: 3.143 [2.490 3.966] | indivs AUC:0.718 Correlated most with: Maternal Diagnosis:9ccs215:gu cong anom:-0.112 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.086 Maternal Maternal Lab History: WBC-otherPregnancy:0.085 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.084 Maternal Diagnosis:9ccs185:Long pregncy:0.073 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:-0.073 Diagnosis:9ccs214:GI cong anom:-0.072 MatDeliveryAge:-0.071 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.071 Diagnosis:9ccs86:Cataract:-0.069 * Vital: Wt-avg16to19 | coef 0.012 95% CI: [0.009 , 0.016] | OR_adj 1.012 [1.009 1.016] | occ: 1323 | OR_unadj: 3.040 [2.410 3.836] | indivs AUC:0.708 Correlated most with: Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.104 Maternal Maternal Lab History: WBC-otherPregnancy:0.098 Maternal Diagnosis:9ccs185:Long pregncy:0.097 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.083 Maternal Vital: Wt-postPregnancy:0.083 Maternal Maternal Lab History: CREATININE-postPregnancy:0.081 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:0.079 Maternal Diagnosis:9ccs184:Early labor:-0.078 Diagnosis:9ccs143:Abdom hernia:0.077 Newborn Diagnosis:9ccs219:Low birth wt:-0.074 MatDeliveryAge | coef 0.011 95% CI: [0.009 , 0.013] | OR_adj 1.011 [1.009 1.013] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.529 Correlated most with: MatDeliveryAge:1.000 Maternal Diagnosis:9ccs176:Contraceptiv:0.243 Maternal Diagnosis:9ccs186:DM in preg:0.233 Maternal Diagnosis:9ccs189:Prev c-sectn:0.193 Maternal Diagnosis:9ccs195:Ot compl bir:0.147 Newborn Diagnosis:9ccs259:Unclassified:0.132 Maternal Diagnosis:9ccs49:DiabMel no c:0.121 Number of Visits:0.107 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.104 Maternal Maternal Lab History: CREATININE-postPregnancy:0.104 * Vital: Wt for Len Percentile-avg16to19 | coef 0.009 95% CI: [0.008 , 0.011] | OR_adj 1.010 [1.008 1.011] | occ: 1294 | OR_unadj: 3.224 [2.551 4.073] | indivs AUC:0.735 Correlated most with: MatDeliveryAge:-0.089 Maternal Vital: Wt-postPregnancy:0.088 Maternal Diagnosis:9ccs185:Long pregncy:0.086 Maternal Maternal Lab History: WBC-otherPregnancy:0.078 Diagnosis:9ccs214:GI cong anom:-0.076 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.076 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.076 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.076 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.075 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.075 * Vital: Wt for Length ZScore-avg13to16 | coef 0.009 95% CI: [0.007 , 0.010] | OR_adj 1.009 [1.007 1.010] | occ: 1285 | OR_unadj: 2.287 [1.818 2.877] | indivs AUC:0.673 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.090 Maternal Diagnosis:9ccs188:Pelvic obstr:0.083 Diagnosis:9ccs143:Abdom hernia:0.081 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:-0.079 Diagnosis:9ccs214:GI cong anom:-0.076 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.073 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.070 Diagnosis:9ccs128:Asthma:0.069 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.069 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.068 Number of Visits | coef 0.008 95% CI: [0.006 , 0.011] | OR_adj 1.009 [1.006 1.011] | occ: 1696 | OR_unadj: 0.956 [0.759 1.205] | indivs AUC:0.444 Correlated most with: Number of Visits:1.000 Diagnosis:9ccs126:Ot up rsp in:0.440 Diagnosis:9ccs7:Viral infect:0.408 Diagnosis:9ccs92:Otitis media:0.404 Diagnosis:9ccs257:Ot aftercare:0.371 Diagnosis:9ccs155:Other GI dx:0.323 Diagnosis:9ccs133:Oth low resp:0.321 Diagnosis:9ccs128:Asthma:0.320 Diagnosis:9ccs253:Allergy:0.299 Diagnosis:9ccs135:Intest infct:0.295 * Vital: Wt for Length Zscore-avg10to13 | coef 0.008 95% CI: [0.007 , 0.010] | OR_adj 1.008 [1.007 1.010] | occ: 1403 | OR_unadj: 2.480 [1.970 3.122] | indivs AUC:0.670 Correlated most with: Maternal Diagnosis:9ccs167:Breast dx:-0.108 Diagnosis:9ccs128:Asthma:0.092 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.091 Newborn Diagnosis:9ccs191:Amnios dx:0.089 Maternal Maternal Procedure History:86580-otherPregnancy:-0.079 MatDeliveryAge:-0.078 Diagnosis:9ccs95:Oth nerv dx:-0.075 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.071 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.069 Maternal Maternal Lab History: WBC-otherPregnancy:0.069 * Vital: Wt-avg0to1 | coef 0.008 95% CI: [0.007 , 0.010] | OR_adj 1.008 [1.007 1.010] | occ: 1356 | OR_unadj: 1.489 [1.184 1.873] | indivs AUC:0.573 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.352 Maternal Diagnosis:9ccs184:Early labor:-0.345 Diagnosis:9ccs219:Low birth wt:-0.282 Maternal Diagnosis:9ccs185:Long pregncy:0.261 Maternal Diagnosis:9ccs183:HTN in preg:-0.159 Lab:297262 HEMOGLOBIN (HEMOCUE):0.131 Newborn Diagnosis:9ccs221:Resp distres:-0.123 Newborn Diagnosis:9ccs222:Perint jaund:-0.114 Maternal Diagnosis:9ccs190:Fetal distrs:0.110 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.106 * Vital: Wt for Len Percentile-avg10to13 | coef 0.008 95% CI: [0.005 , 0.010] | OR_adj 1.008 [1.005 1.010] | occ: 1404 | OR_unadj: 2.684 [2.131 3.381] | indivs AUC:0.669 Correlated most with: Diagnosis:9ccs128:Asthma:0.105 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.090 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080 MatDeliveryAge:-0.077 Newborn Diagnosis:9ccs191:Amnios dx:0.074 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.074 Maternal Diagnosis:9ccs190:Fetal distrs:0.073 Diagnosis:9ccs95:Oth nerv dx:-0.071 Diagnosis:9ccs143:Abdom hernia:0.069 Maternal Diagnosis:9ccs185:Long pregncy:0.069 * Vital: BMI-avg10to13 | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 1400 | OR_unadj: 2.301 [1.830 2.895] | indivs AUC:0.648 Correlated most with: Maternal Diagnosis:9ccs167:Breast dx:-0.131 Diagnosis:9ccs128:Asthma:0.101 Newborn Diagnosis:9ccs191:Amnios dx:0.094 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.091 Diagnosis:9ccs246:FUO:-0.079 MatDeliveryAge:-0.077 Maternal Maternal Procedure History:86580-otherPregnancy:-0.075 Diagnosis:9ccs95:Oth nerv dx:-0.071 Newborn Diagnosis:9ccs47:Ot bnign neo:0.069 Diagnosis:9ccs143:Abdom hernia:0.068 * Vital: BMI-avg13to16 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1283 | OR_unadj: 2.266 [1.799 2.852] | indivs AUC:0.652 Correlated most with: Maternal Maternal Lab History: TWIN B NT-postPregnancy:-0.130 Maternal Maternal Lab History: TWIN B CRL-postPregnancy:-0.130 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.086 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.085 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.075 Maternal Diagnosis:9ccs188:Pelvic obstr:0.075 Diagnosis:9ccs143:Abdom hernia:0.075 Maternal Maternal Lab History: APF MoM-postPregnancy:-0.075 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.073 MatDeliveryAge:-0.071 * Vital: BMI-avg7to10 | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1342 | OR_unadj: 2.069 [1.645 2.602] | indivs AUC:0.677 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.104 Diagnosis:9ccs128:Asthma:0.087 Maternal Maternal Procedure History:S9470-postPregnancy:0.087 Diagnosis:9ccs72:Anxiety dx:0.085 Diagnosis:9ccs125:Bronchitis:0.084 Maternal Vital: Ht-postPregnancy:-0.083 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.077 Maternal Maternal Lab History: URINE PH-otherPregnancy:-0.077 Maternal Maternal Lab History: APTT-postPregnancy:-0.077 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.077 * Vital: Wt-avg10to13 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1417 | OR_unadj: 2.797 [2.219 3.525] | indivs AUC:0.670 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.105 Newborn Diagnosis:9ccs191:Amnios dx:0.091 Maternal Maternal Procedure History:S9470-postPregnancy:0.091 Diagnosis:9ccs128:Asthma:0.084 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.076 Diagnosis:9ccs143:Abdom hernia:0.075 Maternal Maternal Lab History: IRON-postPregnancy:-0.072 Maternal Diagnosis:9ccs190:Fetal distrs:0.071 Maternal Diagnosis:9ccs184:Early labor:-0.069 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.069 * Vital: Wt for Length ZScore-avg7to10 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1346 | OR_unadj: 2.147 [1.708 2.700] | indivs AUC:0.675 Correlated most with: Diagnosis:9ccs128:Asthma:0.096 Diagnosis:9ccs95:Oth nerv dx:-0.088 Newborn Diagnosis:9ccs191:Amnios dx:0.084 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.083 Maternal Vital: Ht-postPregnancy:-0.081 Diagnosis:9ccs125:Bronchitis:0.080 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.075 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.075 Maternal Maternal Procedure History:S9470-postPregnancy:0.075 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.074 * Vital: Wt Percentile-gain0to24 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 914 | OR_unadj: 2.491 [1.969 3.150] | indivs AUC:0.673 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.093 Maternal Vital: Wt-postPregnancy:0.093 Diagnosis:9ccs136:Teeth dx:-0.092 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.078 Maternal Maternal Lab History: IRON-postPregnancy:-0.078 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.076 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.075 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:-0.074 Maternal Diagnosis:9ccs184:Early labor:-0.074 Maternal Maternal Lab History: LEAD LEVEL-postPregnancy:-0.073 * Vital: BMI-avg5to7 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1341 | OR_unadj: 1.832 [1.456 2.305] | indivs AUC:0.633 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.097 Diagnosis:9ccs128:Asthma:0.092 Maternal Maternal Procedure History:S9470-postPregnancy:0.087 Diagnosis:9ccs95:Oth nerv dx:-0.086 Diagnosis:9ccs143:Abdom hernia:0.085 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.083 Diagnosis:9ccs204:Ot joint dx:0.080 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.076 Maternal Vital: Ht-postPregnancy:-0.075 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.075 * Vital: Wt-gain13to19 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1448 | OR_unadj: 1.720 [1.369 2.161] | indivs AUC:0.588 Correlated most with: Diagnosis:9ccs130:Pleurisy:0.076 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.070 Maternal Diagnosis:9ccs183:HTN in preg:-0.065 Diagnosis:9ccs243:Poisn nonmed:0.065 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:0.063 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.063 Maternal Vital: RR-otherPregnancy:-0.062 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.062 Maternal Diagnosis:9ccs117:Ot circul dx:0.060 Maternal Diagnosis:9ccs172:Ovarian cyst:-0.059 Vital: Temp-latest | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1676 | OR_unadj: 1.157 [0.921 1.453] | indivs AUC:0.495 Correlated most with: Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.108 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.099 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.098 Maternal Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:-0.088 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.086 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.083 Diagnosis:9ccs83:Epilepsy/cnv:0.083 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.083 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.081 Diagnosis:9ccs124:Tonsillitis:0.081 * Vital: Wt-avg13to16 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1316 | OR_unadj: 2.403 [1.908 3.025] | indivs AUC:0.668 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.109 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.100 Maternal Diagnosis:9ccs8:Oth infectns:0.088 Maternal Maternal Lab History: WBC-otherPregnancy:0.086 Diagnosis:9ccs136:Teeth dx:-0.078 Maternal Diagnosis:9ccs190:Fetal distrs:0.078 Diagnosis:9ccs143:Abdom hernia:0.077 Maternal Diagnosis:9ccs188:Pelvic obstr:0.077 Maternal Vital: Wt-postPregnancy:0.077 Diagnosis:9ccs147:Anal/rectal:0.077 * Vital: Wt-avg1to3 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1388 | OR_unadj: 1.947 [1.549 2.448] | indivs AUC:0.580 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.301 Maternal Diagnosis:9ccs184:Early labor:-0.294 Diagnosis:9ccs219:Low birth wt:-0.233 Maternal Diagnosis:9ccs185:Long pregncy:0.167 Newborn Diagnosis:9ccs221:Resp distres:-0.122 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117 Newborn Diagnosis:9ccs222:Perint jaund:-0.116 Newborn Diagnosis:9ccs253:Allergy:-0.104 Lab:297262 HEMOGLOBIN (HEMOCUE):0.103 Maternal Diagnosis:9ccs183:HTN in preg:-0.096 Vital: Temp-avg19to24 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1411 | OR_unadj: 1.141 [0.859 1.515] | indivs AUC:0.484 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.128 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.127 Diagnosis:9ccs113:Late eff CVD:-0.094 Diagnosis:9ccs239:Superfic inj:-0.084 Diagnosis:9ccs10:Immuniz/scrn:-0.083 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.082 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.082 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.077 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.077 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.075 * Vital: BMI-avg1to3 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1370 | OR_unadj: 1.693 [1.347 2.129] | indivs AUC:0.604 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.155 Maternal Diagnosis:9ccs184:Early labor:-0.147 Diagnosis:9ccs219:Low birth wt:-0.133 Diagnosis:9ccs64:Ot hematl dx:0.098 Maternal Diagnosis:9ccs126:Ot up rsp in:0.092 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.092 Diagnosis:9ccs138:Esophgeal dx:-0.091 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.083 Maternal Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:0.082 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.080 * Vital: BMI-avg0to1 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1349 | OR_unadj: 1.526 [1.213 1.918] | indivs AUC:0.584 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.268 Maternal Diagnosis:9ccs184:Early labor:-0.261 Diagnosis:9ccs219:Low birth wt:-0.212 Maternal Diagnosis:9ccs185:Long pregncy:0.190 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.123 Maternal Diagnosis:9ccs183:HTN in preg:-0.120 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.103 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.100 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.094 Newborn Diagnosis:9ccs221:Resp distres:-0.094 * Vital: Wt-avg5to7 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1369 | OR_unadj: 2.216 [1.761 2.787] | indivs AUC:0.613 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:-0.121 Maternal Diagnosis:9ccs185:Long pregncy:0.115 Newborn Diagnosis:9ccs219:Low birth wt:-0.110 Diagnosis:9ccs138:Esophgeal dx:-0.100 Maternal Diagnosis:9ccs244:Other injury:0.097 Diagnosis:9ccs219:Low birth wt:-0.090 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.084 Diagnosis:9ccs95:Oth nerv dx:-0.084 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.080 Diagnosis:9ccs128:Asthma:0.080 * Vital: BMI-avg3to5 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1314 | OR_unadj: 1.808 [1.437 2.274] | indivs AUC:0.635 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.107 Maternal Maternal Procedure History:96372-postPregnancy:-0.100 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.093 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.088 Maternal Maternal Lab History: MCH-postPregnancy:-0.082 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.080 Maternal Maternal Lab History: FASTING-otherPregnancy:-0.078 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.076 Newborn Diagnosis:9ccs166:Oth male gen:0.076 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.074 Vital: Wt-gain1to5 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1472 | OR_unadj: 0.993 [0.790 1.247] | indivs AUC:0.522 Correlated most with: Number of Visits:0.182 Diagnosis:9ccs126:Ot up rsp in:0.129 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.107 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.095 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.095 Maternal Diagnosis:9ccs120:Hemmorhoids:-0.091 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.091 Diagnosis:9ccs257:Ot aftercare:0.090 Lab:297275 STREP RAPID TEST (POCT):-0.085 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy:-0.084 Vital: Wt-gain10to16 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1466 | OR_unadj: 0.865 [0.679 1.104] | indivs AUC:0.519 Correlated most with: Maternal Maternal Lab History: APTT-postPregnancy:-0.093 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.087 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.077 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.076 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.075 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.074 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.071 Diagnosis:9ccs92:Otitis media:0.070 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.069 Number of Visits:0.068 * Vital: Wt for Length ZScore-avg1to3 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1377 | OR_unadj: 1.349 [1.074 1.693] | indivs AUC:0.564 Correlated most with: Number of Visits:-0.081 Diagnosis:9ccs138:Esophgeal dx:-0.081 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.079 Diagnosis:9ccs129:Asp pneumon:-0.077 Maternal Maternal Lab History: SODIUM-postPregnancy:0.075 Maternal Maternal Lab History: PATIENT-postPregnancy:0.074 Maternal Maternal Lab History: MCH-postPregnancy:-0.073 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.073 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.073 Maternal Diagnosis:9ccs116:Art embolism:-0.070 Vital: Temp-avg1to3 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1377 | OR_unadj: 1.065 [0.826 1.373] | indivs AUC:0.505 Correlated most with: Maternal Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:-0.161 Diagnosis:9ccs257:Ot aftercare:-0.106 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:-0.102 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:-0.100 Diagnosis:9ccs7:Viral infect:-0.100 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.093 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:-0.090 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.089 Diagnosis:9ccs134:Ot uppr resp:0.086 Diagnosis:9ccs10:Immuniz/scrn:-0.086 * Vital: Wt for Length ZScore-gain16to24 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1463 | OR_unadj: 1.409 [1.123 1.768] | indivs AUC:0.594 Correlated most with: Maternal Diagnosis:9ccs215:gu cong anom:-0.126 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.089 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.076 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.071 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.068 Maternal Maternal Lab History: FASTING-postPregnancy:0.066 Maternal Diagnosis:9ccs48:Thyroid dsor:-0.065 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.064 Maternal Vital: RR-otherPregnancy:-0.063 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.062 * Vital: Wt for Length ZScore-avg5to7 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1347 | OR_unadj: 1.778 [1.414 2.235] | indivs AUC:0.617 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.108 Diagnosis:9ccs95:Oth nerv dx:-0.102 Diagnosis:9ccs128:Asthma:0.094 Newborn Diagnosis:9ccs218:Liveborn:0.085 Maternal Vital: Ht-postPregnancy:-0.079 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.077 Maternal Maternal Lab History: MCH-postPregnancy:-0.076 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.076 Maternal Vital: Ht-otherPregnancy:-0.073 Diagnosis:9ccs204:Ot joint dx:0.072 * Vital: Wt Percentile-avg19to24 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 920 | OR_unadj: 2.523 [1.996 3.191] | indivs AUC:0.683 Correlated most with: Diagnosis:9ccs136:Teeth dx:-0.095 Maternal Vital: Wt-postPregnancy:0.094 Maternal Diagnosis:9ccs185:Long pregncy:0.090 Maternal Maternal Lab History: IRON-postPregnancy:-0.078 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.078 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:-0.077 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.076 Maternal Diagnosis:9ccs184:Early labor:-0.075 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.074 Maternal Maternal Lab History: LEAD LEVEL-postPregnancy:-0.073 Vital: Temp-avg5to7 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1371 | OR_unadj: 1.070 [0.850 1.347] | indivs AUC:0.527 Correlated most with: Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:-0.214 Maternal Maternal Procedure History:97001-postPregnancy:-0.191 Maternal Maternal Procedure History:97035-postPregnancy:0.179 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.154 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.150 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:-0.106 Maternal Maternal Procedure History:97140-postPregnancy:0.105 Maternal Maternal Procedure History:97110-postPregnancy:-0.100 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.088 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.086 Vital: Temp-avg10to13 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1421 | OR_unadj: 1.209 [0.963 1.519] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs92:Otitis media:0.139 Diagnosis:9ccs126:Ot up rsp in:0.109 Number of Visits:0.096 Diagnosis:9ccs154:Gastroent:-0.081 Maternal Diagnosis:9ccs200:Oth skin dx:0.074 Maternal Diagnosis:9ccs175:Ot femal gen:0.073 Maternal Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:-0.072 Newborn Diagnosis:9ccs223:Birth trauma:0.067 Diagnosis:9ccs124:Tonsillitis:0.064 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.063 Vital: Wt for Length ZScore-gain5to10 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1486 | OR_unadj: 1.088 [0.866 1.367] | indivs AUC:0.520 Correlated most with: Diagnosis:9ccs123:Influenza:0.095 Maternal Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:-0.087 Newborn Diagnosis:9ccs166:Oth male gen:-0.078 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.076 Maternal Maternal Lab History: AMYLASE-postPregnancy:-0.075 Lab:306854 PLATELET COUNT - Sunrise:0.074 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.071 Maternal Diagnosis:9ccs172:Ovarian cyst:-0.069 Maternal Diagnosis:9ccs202:Rheum arth:0.067 Maternal Diagnosis:9ccs1:Tuberculosis:0.067 Vital: Wt for Length ZScore-gain1to5 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1421 | OR_unadj: 1.022 [0.812 1.287] | indivs AUC:0.481 Correlated most with: Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.104 Maternal Diagnosis:9ccs184:Early labor:0.098 Newborn Diagnosis:9ccs91:Other eye dx:0.091 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.087 Maternal Diagnosis:9ccs185:Long pregncy:-0.081 Maternal Vital: Ht-postPregnancy:-0.081 Diagnosis:9ccs198:Ot infl skin:-0.081 Newborn Diagnosis:9ccs221:Resp distres:0.081 Newborn Diagnosis:9ccs219:Low birth wt:0.080 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.079 * Vital: Wt-gain16to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1468 | OR_unadj: 1.821 [1.385 2.394] | indivs AUC:0.589 Correlated most with: Number of Visits:-0.109 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.082 Maternal Diagnosis:9ccs36:Thyroid cncr:-0.079 Diagnosis:9ccs126:Ot up rsp in:-0.074 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.073 Maternal Diagnosis:9ccs39:Leukemias:-0.072 Maternal Diagnosis:9ccs183:HTN in preg:0.071 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.070 Diagnosis:9ccs115:Aneurysm:-0.068 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.068 Vital: HC-latest | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1631 | OR_unadj: 1.158 [0.909 1.475] | indivs AUC:0.546 Correlated most with: Number of Visits:0.268 Diagnosis:9ccs126:Ot up rsp in:0.236 Diagnosis:9ccs257:Ot aftercare:0.193 Diagnosis:9ccs92:Otitis media:0.191 Diagnosis:9ccs10:Immuniz/scrn:0.188 Diagnosis:9ccs125:Bronchitis:0.168 Diagnosis:9ccs7:Viral infect:0.160 Diagnosis:9ccs128:Asthma:0.128 Diagnosis:9ccs135:Intest infct:0.113 Diagnosis:9ccs90:Eye infectn:0.110 * Vital: Wt-avg3to5 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1344 | OR_unadj: 1.988 [1.580 2.502] | indivs AUC:0.629 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.187 Maternal Diagnosis:9ccs184:Early labor:-0.178 Maternal Diagnosis:9ccs185:Long pregncy:0.149 Diagnosis:9ccs219:Low birth wt:-0.140 Diagnosis:9ccs138:Esophgeal dx:-0.105 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.104 Maternal Maternal Lab History: LIPASE-postPregnancy:0.099 Maternal Maternal Lab History: IRON-postPregnancy:-0.095 Newborn Diagnosis:9ccs253:Allergy:-0.093 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.089 * Vital: Wt-gain3to7 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1487 | OR_unadj: 1.284 [1.021 1.614] | indivs AUC:0.520 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.097 Diagnosis:9ccs92:Otitis media:0.091 Number of Visits:0.090 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:-0.086 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.084 Lab:294048 STOOL CULTURE - LMC:-0.080 Maternal Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.080 Maternal Diagnosis:9ccs244:Other injury:0.078 Diagnosis:9ccs127:COPD:0.078 Maternal Vital: BP-postPregnancy:0.077 Vital: Temp-avg3to5 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1345 | OR_unadj: 1.059 [0.839 1.337] | indivs AUC:0.533 Correlated most with: Maternal Maternal Procedure History:99000-otherPregnancy:0.085 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.083 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:-0.083 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.078 Diagnosis:9ccs7:Viral infect:-0.078 Maternal Vital: SpO2-otherPregnancy:-0.076 Maternal Vital: BMI-otherPregnancy:0.074 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.073 Maternal Vital: Wt-otherPregnancy:0.073 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy:0.071 Vital: Temp-avg13to16 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1321 | OR_unadj: 1.104 [0.599 2.033] | indivs AUC:0.549 Correlated most with: Maternal Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:0.370 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.344 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.267 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.235 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.234 Number of Visits:-0.231 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.183 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:-0.182 Diagnosis:9ccs255:Social admin:-0.178 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.173 * Vital: Wt-gain0to3 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1425 | OR_unadj: 1.462 [1.162 1.839] | indivs AUC:0.534 Correlated most with: Maternal Diagnosis:9ccs75:Hx mental dx:-0.111 Maternal Diagnosis:9ccs217:Ot cong anom:-0.100 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.091 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.089 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.088 Maternal Maternal Procedure History:99000-otherPregnancy:-0.082 Maternal Maternal Lab History: FREE T3-postPregnancy:0.078 Maternal Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:0.077 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.076 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.071 * Vital: Ht-gain1to5 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1460 | OR_unadj: 0.762 [0.607 0.957] | indivs AUC:0.454 Correlated most with: Number of Visits:0.145 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.117 Diagnosis:9ccs126:Ot up rsp in:0.115 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.102 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.097 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.097 Maternal Diagnosis:9ccs120:Hemmorhoids:-0.088 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.085 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.085 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.084 Vital: BMI-gain1to5 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1461 | OR_unadj: 0.988 [0.787 1.241] | indivs AUC:0.502 Correlated most with: Number of Visits:0.153 Diagnosis:9ccs126:Ot up rsp in:0.121 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.116 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.095 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.089 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.084 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.081 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.081 Maternal Diagnosis:9ccs120:Hemmorhoids:-0.079 Maternal Diagnosis:9ccs184:Early labor:0.078 * Vital: Wt for Length ZScore-avg3to5 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1321 | OR_unadj: 1.681 [1.337 2.114] | indivs AUC:0.639 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.103 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.087 Maternal Maternal Lab History: MCH-postPregnancy:-0.086 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.082 Maternal Vital: Ht-postPregnancy:-0.078 Maternal Diagnosis:9ccs50:DiabMel w/cm:-0.077 Maternal Diagnosis:9ccs175:Ot femal gen:0.074 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.074 Maternal Maternal Lab History: MCV-postPregnancy:-0.072 Diagnosis:9ccs59:Anemia:0.070 Vital: Temp-avg0to1 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1328 | OR_unadj: 1.360 [0.970 1.906] | indivs AUC:0.573 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.159 Diagnosis:9ccs255:Social admin:-0.118 Diagnosis:9ccs95:Oth nerv dx:-0.116 Diagnosis:9ccs76:Meningitis:-0.098 Diagnosis:9ccs7:Viral infect:-0.093 Diagnosis:9ccs166:Oth male gen:-0.083 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.079 Diagnosis:9ccs198:Ot infl skin:-0.076 Diagnosis:9ccs257:Ot aftercare:-0.074 Diagnosis:9ccs125:Bronchitis:-0.071 * Vital: Wt for Length ZScore-gain3to7 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1470 | OR_unadj: 1.423 [1.134 1.786] | indivs AUC:0.554 Correlated most with: Number of Visits:0.099 Maternal Maternal Lab History: SODIUM-postPregnancy:-0.082 Maternal Diagnosis:9ccs50:DiabMel w/cm:-0.078 Diagnosis:9ccs125:Bronchitis:0.068 Maternal Maternal Lab History: APTT-postPregnancy:-0.066 Maternal Maternal Lab History: RET %-postPregnancy:0.065 Maternal Maternal Lab History: RET ABS-postPregnancy:0.065 Maternal Maternal Lab History: LH-postPregnancy:0.063 Maternal Diagnosis:9ccs159:UTI:0.061 Maternal Diagnosis:9ccs202:Rheum arth:-0.060 Vital: Wt-gain5to10 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1472 | OR_unadj: 1.156 [0.922 1.450] | indivs AUC:0.577 Correlated most with: Maternal Maternal Lab History: PTT-otherPregnancy:-0.090 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.084 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.081 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.080 Maternal Maternal Lab History: AST-otherPregnancy:0.078 Diagnosis:9ccs259:Unclassified:-0.076 Maternal Maternal Lab History: MPV-postPregnancy:0.075 Maternal Maternal Diagnosis:9ccs244:Other injury-postPregnancy:-0.073 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.073 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.071 * Vital: Wt-avg7to10 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1374 | OR_unadj: 2.112 [1.680 2.657] | indivs AUC:0.618 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.117 Maternal Diagnosis:9ccs244:Other injury:0.100 Newborn Diagnosis:9ccs219:Low birth wt:-0.089 Maternal Maternal Procedure History:S9470-postPregnancy:0.086 Maternal Diagnosis:9ccs184:Early labor:-0.084 Maternal Diagnosis:9ccs188:Pelvic obstr:0.081 Maternal Maternal Lab History: URINE PH-otherPregnancy:-0.080 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.079 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.077 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.075 * Vital: HC-gain3to7 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1347 | OR_unadj: 1.370 [1.014 1.851] | indivs AUC:0.578 Correlated most with: Number of Visits:0.084 Maternal Vital: BP-otherPregnancy:0.080 Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:-0.072 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.072 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.072 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.072 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.071 Maternal Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.071 Maternal Vital: BP-postPregnancy:0.070 Maternal Vital: Wt-postPregnancy:0.069 Vital: Wt for Len Percentile-gain5to10 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1318 | OR_unadj: 0.982 [0.778 1.240] | indivs AUC:0.558 Correlated most with: Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.075 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.074 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.072 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.068 Maternal Maternal Lab History: WEIGHT-postPregnancy:-0.067 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.066 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:-0.063 Maternal Maternal Lab History: PO2-postPregnancy:0.063 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.063 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.063 Vital: HC-avg0to1 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1207 | OR_unadj: 1.069 [0.849 1.345] | indivs AUC:0.564 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:-0.278 Newborn Diagnosis:9ccs219:Low birth wt:-0.277 Diagnosis:9ccs219:Low birth wt:-0.224 Maternal Diagnosis:9ccs185:Long pregncy:0.192 Maternal Maternal Lab History: CHOLIC ACID-postPregnancy:0.125 Lab:297262 HEMOGLOBIN (HEMOCUE):0.123 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy:0.118 Maternal Maternal Lab History: BILE ACIDS-postPregnancy:0.116 Newborn Diagnosis:9ccs222:Perint jaund:-0.113 Maternal Diagnosis:9ccs190:Fetal distrs:0.108 Vital: Ht-gain16to24 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1442 | OR_unadj: 0.985 [0.700 1.387] | indivs AUC:0.536 Correlated most with: Number of Visits:-0.094 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.077 Diagnosis:9ccs55:Fluid/elc dx:-0.073 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.072 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.070 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.070 Maternal Diagnosis:9ccs36:Thyroid cncr:-0.069 Maternal Diagnosis:9ccs39:Leukemias:-0.067 Newborn Diagnosis:9ccs106:Dysrhythmia:-0.066 Maternal Diagnosis:9ccs208:Acq foot def:-0.065 Vital: Wt for Length ZScore-gain7to13 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1479 | OR_unadj: 1.133 [0.902 1.422] | indivs AUC:0.580 Correlated most with: Maternal Vital: Wt Change-postPregnancy:-0.087 Lab:306854 PLATELET COUNT - Sunrise:-0.081 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.075 Diagnosis:9ccs138:Esophgeal dx:0.070 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.069 Newborn Diagnosis:9ccs218:Liveborn:-0.068 Maternal Diagnosis:9ccs93:Dizziness:-0.066 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.066 Maternal Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:-0.066 Diagnosis:9ccs61:Sickle cell:-0.065 * Vital: BMI Percentile-avg19to24 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 275 | OR_unadj: 2.882 [2.032 4.086] | indivs AUC:0.597 Correlated most with: Maternal Maternal Lab History: LH-postPregnancy:0.123 Maternal Diagnosis:9ccs72:Anxiety dx:-0.115 Diagnosis:9ccs214:GI cong anom:-0.106 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.100 Maternal Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy:-0.097 Maternal Maternal Lab History: PROGESTERONE-postPregnancy:-0.095 Maternal Maternal Lab History: TSH-postPregnancy:0.095 Maternal Diagnosis:9ccs120:Hemmorhoids:-0.091 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.090 Newborn Diagnosis:9ccs253:Allergy:-0.086 Vital: Temp-avg7to10 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1385 | OR_unadj: 1.015 [0.714 1.445] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.219 Diagnosis:9ccs255:Social admin:-0.172 Diagnosis:9ccs257:Ot aftercare:-0.140 Diagnosis:9ccs7:Viral infect:-0.138 Maternal Diagnosis:9ccs202:Rheum arth:0.136 Diagnosis:9ccs126:Ot up rsp in:-0.136 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.089 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.087 Diagnosis:9ccs125:Bronchitis:-0.086 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.085 Vital: Ht-gain10to16 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1442 | OR_unadj: 0.837 [0.658 1.064] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: APTT-postPregnancy:-0.085 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.079 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.073 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.072 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.071 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.069 Number of Visits:0.069 Diagnosis:9ccs214:GI cong anom:0.067 Maternal Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:-0.066 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.066 * Vital: BMI-gain0to3 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1416 | OR_unadj: 1.282 [1.019 1.613] | indivs AUC:0.549 Correlated most with: Maternal Diagnosis:9ccs75:Hx mental dx:-0.097 Maternal Diagnosis:9ccs175:Ot femal gen:0.096 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.095 Maternal Diagnosis:9ccs217:Ot cong anom:-0.092 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:-0.090 Maternal Maternal Lab History: FASTING-otherPregnancy:0.088 Maternal Maternal Lab History: PTT-postPregnancy:-0.084 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.081 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.078 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.078 Vital: HC-gain5to10 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1329 | OR_unadj: 0.973 [0.772 1.226] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: IRON-postPregnancy:0.086 Maternal Maternal Lab History: MPV-postPregnancy:0.083 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.079 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.078 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.075 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.072 Diagnosis:9ccs257:Ot aftercare:0.070 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.065 Newborn Diagnosis:9ccs63:Wht blood dx:0.065 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.065 Vital: Ht-gain0to3 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1419 | OR_unadj: 1.156 [0.909 1.469] | indivs AUC:0.506 Correlated most with: Maternal Diagnosis:9ccs75:Hx mental dx:-0.095 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.095 Maternal Diagnosis:9ccs217:Ot cong anom:-0.091 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:0.090 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.086 Maternal Maternal Lab History: PTT-postPregnancy:-0.084 Maternal Maternal Lab History: FASTING-otherPregnancy:0.084 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.081 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.081 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.081 Vital: BMI-gain3to7 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1478 | OR_unadj: 1.130 [0.893 1.430] | indivs AUC:0.547 Correlated most with: Diagnosis:9ccs127:COPD:0.084 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.076 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.075 Diagnosis:9ccs222:Perint jaund:-0.075 Maternal Vital: BP-postPregnancy:0.074 Maternal Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.074 Lab:294048 STOOL CULTURE - LMC:-0.074 Diagnosis:9ccs92:Otitis media:0.073 Maternal Vital: BP-otherPregnancy:0.072 Maternal Vital: Wt-otherPregnancy:0.072 * Vital: Wt for Len Percentile-gain3to7 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1184 | OR_unadj: 1.549 [1.223 1.962] | indivs AUC:0.532 Correlated most with: Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.087 Newborn Diagnosis:9ccs224:Ot perint dx:-0.080 Diagnosis:9ccs204:Ot joint dx:0.079 Diagnosis:9ccs76:Meningitis:0.071 Diagnosis:9ccs92:Otitis media:0.069 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.069 Maternal Vital: Ht-postPregnancy:-0.065 Lab:294048 STOOL CULTURE - LMC:-0.064 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.064 Maternal Maternal Lab History: RET %-postPregnancy:-0.063 * Vital: Wt for Len Percentile-avg13to16 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1286 | OR_unadj: 2.171 [1.726 2.731] | indivs AUC:0.666 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.104 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.078 MatDeliveryAge:-0.076 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.076 Diagnosis:9ccs147:Anal/rectal:0.072 Maternal Diagnosis:9ccs188:Pelvic obstr:0.071 Maternal Diagnosis:9ccs186:DM in preg:-0.069 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.068 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.067 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.065 Vital: Ht-gain3to7 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1460 | OR_unadj: 1.123 [0.894 1.411] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs127:COPD:0.093 Maternal Vital: BMI Percentile-postPregnancy:0.090 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.081 Maternal Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.081 Diagnosis:9ccs92:Otitis media:0.080 Maternal Vital: Wt-postPregnancy:0.080 Diagnosis:9ccs126:Ot up rsp in:0.078 Number of Visits:0.075 Maternal Vital: Wt-otherPregnancy:0.075 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.075 Vital: BMI-gain7to13 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1496 | OR_unadj: 1.138 [0.883 1.468] | indivs AUC:0.480 Correlated most with: Maternal Maternal Lab History: Varicella IgG-postPregnancy:0.119 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.107 Maternal Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:0.098 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.095 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.093 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.090 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.090 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.084 Maternal Maternal Lab History: HCG-otherPregnancy:-0.083 Maternal Maternal Lab History: PTT-otherPregnancy:0.080 Vital: BMI-gain5to10 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1471 | OR_unadj: 1.143 [0.910 1.435] | indivs AUC:0.581 Correlated most with: Maternal Maternal Lab History: MPV-postPregnancy:0.101 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.090 Maternal Maternal Lab History: PTT-otherPregnancy:-0.079 Maternal Maternal Lab History: POTASSIUM-postPregnancy:0.079 Maternal Maternal Lab History: INR-postPregnancy:-0.077 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.076 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:-0.075 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.072 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.070 Maternal Maternal Lab History: AST-otherPregnancy:0.070 Vital: HC-gain1to5 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.445 Correlated most with: Number of Visits:0.113 Diagnosis:9ccs126:Ot up rsp in:0.097 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.089 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.088 Diagnosis:9ccs125:Bronchitis:0.086 Maternal Maternal Lab History: IRON-otherPregnancy:-0.086 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.080 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.080 Maternal Maternal Lab History: FERRITIN-otherPregnancy:-0.078 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.075 Vital: HC-gain0to3 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1344 | OR_unadj: 1.162 [0.915 1.474] | indivs AUC:0.517 Correlated most with: Maternal Diagnosis:9ccs95:Oth nerv dx:-0.094 Maternal Diagnosis:9ccs185:Long pregncy:-0.083 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:-0.077 Maternal Diagnosis:9ccs211:Ot conn tiss:-0.077 Maternal Diagnosis:9ccs75:Hx mental dx:-0.069 Maternal Diagnosis:9ccs169:Endometrios:-0.067 Diagnosis:9ccs2611:E Codes: Natural/environment:0.067 Diagnosis:9ccs6:Hepatitis:0.066 Maternal Diagnosis:9ccs217:Ot cong anom:-0.066 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.066 Vital: Ht-gain13to19 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1399 | OR_unadj: 1.182 [0.941 1.485] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs48:Thyroid dsor:-0.076 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.076 Diagnosis:9ccs130:Pleurisy:0.075 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.074 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.070 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.066 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.066 Maternal Vital: RR-otherPregnancy:-0.062 Diagnosis:9ccs243:Poisn nonmed:0.062 Maternal Diagnosis:9ccs183:HTN in preg:-0.061 * Vital: Wt-gain7to13 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1496 | OR_unadj: 1.701 [1.338 2.162] | indivs AUC:0.561 Correlated most with: Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.117 Maternal Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:0.104 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.100 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.100 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.100 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.099 Maternal Maternal Lab History: PTT-otherPregnancy:0.094 Maternal Maternal Lab History: HCG-otherPregnancy:-0.091 Maternal Maternal Lab History: IRON-otherPregnancy:-0.091 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.087 * Vital: BMI Percentile-latest | coef 0.003 95% CI: [0.000 , 0.006] | OR_adj 1.003 [1.000 1.006] | occ: 247 | OR_unadj: 2.918 [2.034 4.185] | indivs AUC:0.572 Correlated most with: Maternal Maternal Lab History: LH-postPregnancy:0.130 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.128 Maternal Diagnosis:9ccs72:Anxiety dx:-0.123 Maternal Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy:-0.106 Diagnosis:9ccs214:GI cong anom:-0.105 Maternal Maternal Lab History: PROGESTERONE-postPregnancy:-0.101 Maternal Maternal Lab History: TSH-postPregnancy:0.101 Maternal Diagnosis:9ccs120:Hemmorhoids:-0.100 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.094 Newborn Diagnosis:9ccs253:Allergy:-0.093 * Vital: Ht-latest | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1665 | OR_unadj: 1.383 [1.078 1.773] | indivs AUC:0.555 Correlated most with: Number of Visits:0.416 Diagnosis:9ccs126:Ot up rsp in:0.347 Diagnosis:9ccs10:Immuniz/scrn:0.289 Diagnosis:9ccs92:Otitis media:0.280 Diagnosis:9ccs7:Viral infect:0.183 Diagnosis:9ccs257:Ot aftercare:0.180 Diagnosis:9ccs135:Intest infct:0.160 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.146 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.145 Diagnosis:9ccs125:Bronchitis:0.140 Vital: Ht-gain7to13 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1476 | OR_unadj: 1.168 [0.864 1.580] | indivs AUC:0.536 Correlated most with: Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.097 Maternal Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:-0.088 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.086 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.085 Maternal Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:0.085 Lab:292147 TSH - Sunrise:0.084 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.084 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.083 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.079 Maternal Diagnosis:9ccs183:HTN in preg:-0.079 * Vital: Wt Change-avg19to24 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 879 | OR_unadj: 1.673 [1.252 2.235] | indivs AUC:0.563 Correlated most with: Number of Visits:-0.191 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.152 Diagnosis:9ccs120:Hemmorhoids:0.152 Diagnosis:9ccs92:Otitis media:-0.145 Diagnosis:9ccs257:Ot aftercare:-0.125 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.113 Diagnosis:9ccs126:Ot up rsp in:-0.112 Diagnosis:9ccs7:Viral infect:-0.111 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.110 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.103 * Vital: Wt Percentile-avg16to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 746 | OR_unadj: 2.004 [1.568 2.561] | indivs AUC:0.605 Correlated most with: Maternal Vital: Wt-postPregnancy:0.092 Maternal Maternal Lab History: LEAD LEVEL-postPregnancy:-0.088 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.084 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.083 Maternal Diagnosis:9ccs185:Long pregncy:0.081 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.080 Maternal Maternal Lab History: IRON-postPregnancy:-0.078 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.076 Diagnosis:9ccs136:Teeth dx:-0.076 Maternal Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.074 Vital: BMI-gain16to24 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1484 | OR_unadj: 1.317 [0.995 1.744] | indivs AUC:0.547 Correlated most with: Number of Visits:-0.101 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.082 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.071 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.071 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.069 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.069 Diagnosis:9ccs259:Unclassified:-0.066 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.066 Diagnosis:9ccs115:Aneurysm:-0.066 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.065 * Vital: Ht-avg0to1 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1350 | OR_unadj: 1.413 [1.125 1.774] | indivs AUC:0.574 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.333 Maternal Diagnosis:9ccs184:Early labor:-0.327 Diagnosis:9ccs219:Low birth wt:-0.286 Maternal Diagnosis:9ccs185:Long pregncy:0.213 Maternal Diagnosis:9ccs183:HTN in preg:-0.149 Newborn Diagnosis:9ccs253:Allergy:-0.131 Newborn Diagnosis:9ccs221:Resp distres:-0.120 Lab:297262 HEMOGLOBIN (HEMOCUE):0.114 Newborn Diagnosis:9ccs222:Perint jaund:-0.114 Maternal Diagnosis:9ccs82:Paralysis:-0.111 Vital: Wt for Length ZScore-gain10to16 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1500 | OR_unadj: 1.181 [0.941 1.483] | indivs AUC:0.515 Correlated most with: Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.126 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.106 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.094 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.091 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:-0.090 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.086 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.083 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.080 Maternal Diagnosis:9ccs172:Ovarian cyst:0.078 Maternal Maternal Lab History: NT MoM-postPregnancy:-0.077 * Vital: Ht-avg3to5 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1321 | OR_unadj: 1.312 [1.007 1.711] | indivs AUC:0.550 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.209 Maternal Diagnosis:9ccs184:Early labor:-0.207 Diagnosis:9ccs219:Low birth wt:-0.174 Maternal Diagnosis:9ccs185:Long pregncy:0.157 Diagnosis:9ccs10:Immuniz/scrn:-0.152 Newborn Diagnosis:9ccs253:Allergy:-0.127 Diagnosis:9ccs255:Social admin:-0.111 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.100 Newborn Diagnosis:9ccs256:Exam/eval:-0.098 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.097 Vital: Temp-avg16to19 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1323 | OR_unadj: 0.807 [0.561 1.162] | indivs AUC:0.512 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.158 Diagnosis:9ccs255:Social admin:-0.148 Number of Visits:-0.135 Newborn Diagnosis:9ccs138:Esophgeal dx:0.132 Diagnosis:9ccs239:Superfic inj:-0.112 Diagnosis:9ccs126:Ot up rsp in:-0.111 Diagnosis:9ccs240:Burns:-0.093 Diagnosis:9ccs257:Ot aftercare:-0.092 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.092 Diagnosis:9ccs167:Breast dx:-0.087 * Vital: HC-avg7to10 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 1119 | OR_unadj: 1.386 [1.102 1.744] | indivs AUC:0.563 Correlated most with: Maternal Diagnosis:9ccs244:Other injury:0.092 Newborn Diagnosis:9ccs219:Low birth wt:-0.084 Lab:297262 HEMOGLOBIN (HEMOCUE):0.083 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.082 Maternal Diagnosis:9ccs185:Long pregncy:0.081 Maternal Diagnosis:9ccs138:Esophgeal dx:-0.078 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.078 Diagnosis:9ccs232:Sprain:0.074 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.074 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.074 * Vital: BMI-gain13to19 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1462 | OR_unadj: 1.439 [1.146 1.808] | indivs AUC:0.583 Correlated most with: Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.074 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.072 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.071 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.071 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.070 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.069 Maternal Vital: RR-otherPregnancy:-0.068 Diagnosis:9ccs130:Pleurisy:0.067 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.066 Maternal Diagnosis:9ccs48:Thyroid dsor:-0.064 Vital: HC-avg10to13 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1210 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.608 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.296 Number of Visits:-0.273 Diagnosis:9ccs255:Social admin:-0.264 Diagnosis:9ccs126:Ot up rsp in:-0.240 Diagnosis:9ccs7:Viral infect:-0.222 Diagnosis:9ccs257:Ot aftercare:-0.195 Diagnosis:9ccs92:Otitis media:-0.179 Diagnosis:9ccs125:Bronchitis:-0.138 Diagnosis:9ccs59:Anemia:-0.135 Diagnosis:9ccs135:Intest infct:-0.125 * Vital: Ht-avg1to3 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1374 | OR_unadj: 1.477 [1.174 1.858] | indivs AUC:0.528 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:-0.297 Newborn Diagnosis:9ccs219:Low birth wt:-0.290 Diagnosis:9ccs219:Low birth wt:-0.225 Maternal Diagnosis:9ccs185:Long pregncy:0.182 Newborn Diagnosis:9ccs221:Resp distres:-0.146 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.126 Newborn Diagnosis:9ccs256:Exam/eval:-0.108 Newborn Diagnosis:9ccs253:Allergy:-0.106 Newborn Diagnosis:9ccs222:Perint jaund:-0.099 Lab:297262 HEMOGLOBIN (HEMOCUE):0.095 Vital: Wt for Length ZScore-gain13to19 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1485 | OR_unadj: 1.109 [0.884 1.392] | indivs AUC:0.507 Correlated most with: Maternal Maternal Lab History: PATIENT-postPregnancy:-0.091 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.074 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:0.074 Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.072 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.067 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.066 Maternal Diagnosis:9ccs211:Ot conn tiss:0.066 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:-0.065 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.065 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.064 * Vital: Wt Percentile-avg13to16 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 654 | OR_unadj: 1.705 [1.318 2.206] | indivs AUC:0.580 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:-0.108 Maternal Diagnosis:9ccs185:Long pregncy:0.095 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.094 Diagnosis:9ccs239:Superfic inj:-0.092 Maternal Maternal Procedure History:92551-postPregnancy:-0.081 Diagnosis:9ccs136:Teeth dx:-0.079 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.079 Diagnosis:9ccs9:Sexual Infxs:-0.078 Maternal Maternal Procedure History:85018-postPregnancy:-0.077 Maternal Vital: Wt-postPregnancy:0.076 Vital: BMI-gain10to16 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1482 | OR_unadj: 0.877 [0.692 1.111] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: APTT-postPregnancy:-0.086 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.081 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.080 Maternal Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:-0.074 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.072 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.072 Number of Visits:0.069 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.068 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.068 Diagnosis:9ccs214:GI cong anom:0.062 * Vital: HC-avg5to7 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1177 | OR_unadj: 1.779 [1.148 2.758] | indivs AUC:0.570 Correlated most with: Newborn Diagnosis:9ccs63:Wht blood dx:-0.326 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.314 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.189 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.173 Diagnosis:9ccs10:Immuniz/scrn:-0.162 Maternal Maternal Lab History: IRON-postPregnancy:-0.156 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.154 Diagnosis:9ccs3:Oth bact inf:-0.152 Maternal Maternal Lab History: HBV DNA-postPregnancy:-0.147 Diagnosis:9ccs255:Social admin:-0.137 Vital: HC-gain7to13 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1315 | OR_unadj: 1.015 [0.741 1.390] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.096 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:0.080 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.079 Maternal Diagnosis:9ccs183:HTN in preg:-0.077 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.073 Diagnosis:9ccs58:Ot nutrit dx:-0.072 Maternal Maternal Procedure History:99401-postPregnancy:-0.072 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.072 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.071 Maternal Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:-0.070 * Vital: Wt Change-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 987 | OR_unadj: 1.430 [1.090 1.874] | indivs AUC:0.584 Correlated most with: Number of Visits:-0.196 Maternal Diagnosis:9ccs200:Oth skin dx:0.163 Diagnosis:9ccs92:Otitis media:-0.156 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.155 Diagnosis:9ccs257:Ot aftercare:-0.152 Diagnosis:9ccs61:Sickle cell:0.143 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.124 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:-0.123 Maternal Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:-0.123 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:0.122 * Vital: Ht-avg10to13 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1403 | OR_unadj: 1.702 [1.355 2.140] | indivs AUC:0.575 Correlated most with: Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.166 Maternal Diagnosis:9ccs184:Early labor:-0.123 Diagnosis:9ccs246:FUO:0.117 Newborn Diagnosis:9ccs219:Low birth wt:-0.106 Maternal Diagnosis:9ccs185:Long pregncy:0.088 Diagnosis:9ccs219:Low birth wt:-0.085 Maternal Vital: Wt Change-otherPregnancy:0.076 Maternal Diagnosis:9ccs244:Other injury:0.072 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.072 Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.072 Vital: Ht-gain5to10 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1443 | OR_unadj: 1.120 [0.888 1.414] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: MPV-postPregnancy:0.102 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.086 Maternal Maternal Lab History: PTT-otherPregnancy:-0.082 Maternal Vital: BMI Percentile-postPregnancy:-0.078 Maternal Maternal Lab History: AST-otherPregnancy:0.077 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.076 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:-0.074 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.074 Maternal Maternal Lab History: POTASSIUM-postPregnancy:0.072 Maternal Vital: Wt-otherPregnancy:-0.072 * Vital: Wt for Len Percentile-avg7to10 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1339 | OR_unadj: 2.266 [1.799 2.853] | indivs AUC:0.670 Correlated most with: Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.088 Diagnosis:9ccs128:Asthma:0.084 Diagnosis:9ccs95:Oth nerv dx:-0.083 Maternal Maternal Lab History: APTT-postPregnancy:-0.082 Diagnosis:9ccs125:Bronchitis:0.077 Maternal Maternal Procedure History:S9470-postPregnancy:0.076 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.075 MatDeliveryAge:-0.073 Maternal Maternal Lab History: RDW-postPregnancy:0.071 Maternal Vital: Ht-postPregnancy:-0.069 Vital: Ht-avg7to10 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.483 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.153 Maternal Diagnosis:9ccs184:Early labor:-0.145 Maternal Diagnosis:9ccs185:Long pregncy:0.098 Maternal Diagnosis:9ccs188:Pelvic obstr:0.081 Diagnosis:9ccs219:Low birth wt:-0.081 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:-0.081 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.075 Maternal Vital: Ht-postPregnancy:0.073 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.070 Maternal Diagnosis:9ccs244:Other injury:0.069 * Vital: HC-avg1to3 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1235 | OR_unadj: 1.366 [1.082 1.723] | indivs AUC:0.544 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.245 Maternal Diagnosis:9ccs184:Early labor:-0.244 Diagnosis:9ccs219:Low birth wt:-0.191 Maternal Maternal Procedure History:92551-postPregnancy:-0.164 Maternal Diagnosis:9ccs185:Long pregncy:0.147 Newborn Diagnosis:9ccs221:Resp distres:-0.114 Maternal Diagnosis:9ccs82:Paralysis:-0.106 Lab:297262 HEMOGLOBIN (HEMOCUE):0.102 Newborn Diagnosis:9ccs222:Perint jaund:-0.094 Maternal Diagnosis:9ccs182:Hemorr preg:-0.094 * Vital: Ht-avg5to7 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1348 | OR_unadj: 1.486 [1.156 1.909] | indivs AUC:0.540 Correlated most with: Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.270 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.243 Maternal Diagnosis:9ccs184:Early labor:-0.152 Newborn Diagnosis:9ccs219:Low birth wt:-0.150 Lab:306854 PLATELET COUNT - Sunrise:-0.127 Maternal Diagnosis:9ccs185:Long pregncy:0.115 Diagnosis:9ccs219:Low birth wt:-0.106 Diagnosis:9ccs3:Oth bact inf:0.097 Newborn Diagnosis:9ccs218:Liveborn:-0.097 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.096 Vital: Wt for Len Percentile-gain16to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1353 | OR_unadj: 0.799 [0.624 1.024] | indivs AUC:0.487 Correlated most with: Number of Visits:-0.085 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.084 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.077 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.077 Diagnosis:9ccs126:Ot up rsp in:-0.074 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.073 Diagnosis:9ccs115:Aneurysm:-0.070 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.070 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.069 Maternal Maternal Lab History: AST-otherPregnancy:-0.068 Vital: HR-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1040 | OR_unadj: 1.213 [0.939 1.565] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.095 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.087 Number of Visits:-0.082 Maternal Diagnosis:9ccs126:Ot up rsp in:0.073 Diagnosis:9ccs2619:e codes: other specified- nec:0.073 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.072 Lab:294199 BILIRUBIN SCAN - LMC:0.071 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.069 Maternal Maternal Procedure History:58300-postPregnancy:-0.067 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.066 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1073 | OR_unadj: 1.178 [0.920 1.510] | indivs AUC:0.544 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.996 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.560 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.558 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.558 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.556 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.473 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.472 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.450 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.449 Vital: HC-gain16to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1079 | OR_unadj: 1.219 [0.956 1.555] | indivs AUC:0.511 Correlated most with: Maternal Diagnosis:9ccs98:HTN:-0.089 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:0.083 Diagnosis:9ccs134:Ot uppr resp:-0.076 Number of Visits:-0.073 Maternal Vital: BP-otherPregnancy:-0.069 Maternal Maternal Lab History: RUBELLA-otherPregnancy:-0.063 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.062 Lab:306854 PLATELET COUNT - Sunrise:-0.061 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.060 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:0.060 * Vital: Wt for Len Percentile-avg5to7 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1198 | OR_unadj: 2.078 [1.634 2.643] | indivs AUC:0.619 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.091 Maternal Diagnosis:9ccs190:Fetal distrs:0.078 Diagnosis:9ccs95:Oth nerv dx:-0.078 Maternal Vital: Ht-postPregnancy:-0.078 Maternal Maternal Lab History: CREATININE-postPregnancy:0.077 Newborn Diagnosis:9ccs191:Amnios dx:0.076 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.076 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.071 Diagnosis:9ccs204:Ot joint dx:0.071 Diagnosis:9ccs128:Asthma:0.070 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1124 | OR_unadj: 1.167 [0.908 1.500] | indivs AUC:0.513 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.999 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.337 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.336 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.310 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.309 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.300 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.298 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.293 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.292 Vital: HC-avg3to5 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1164 | OR_unadj: 1.089 [0.860 1.379] | indivs AUC:0.511 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.154 Maternal Diagnosis:9ccs184:Early labor:-0.150 Maternal Diagnosis:9ccs185:Long pregncy:0.136 Newborn Diagnosis:9ccs221:Resp distres:-0.100 Diagnosis:9ccs219:Low birth wt:-0.091 Lab:297262 HEMOGLOBIN (HEMOCUE):0.089 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.083 Maternal Diagnosis:9ccs102:Chest pain:0.081 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.081 Newborn Diagnosis:9ccs224:Ot perint dx:0.079 Vital: Wt for Len Percentile-gain7to13 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1336 | OR_unadj: 1.084 [0.859 1.369] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.123 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.113 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.110 Maternal Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:0.108 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.102 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.101 Maternal Maternal Lab History: HCG-otherPregnancy:-0.095 Maternal Maternal Lab History: APTT-postPregnancy:0.093 Maternal Maternal Lab History: IRON-otherPregnancy:-0.091 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.089 * Vital: Ht-avg16to19 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1291 | OR_unadj: 1.538 [1.221 1.939] | indivs AUC:0.568 Correlated most with: Maternal Diagnosis:9ccs215:gu cong anom:0.153 Maternal Vital: Ht-postPregnancy:0.106 Maternal Diagnosis:9ccs184:Early labor:-0.096 Maternal Vital: Ht-otherPregnancy:0.092 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.086 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:0.082 Maternal Maternal Procedure History:59430-postPregnancy:-0.077 Maternal Diagnosis:9ccs155:Other GI dx:0.076 Maternal Diagnosis:9ccs36:Thyroid cncr:0.075 Diagnosis:9ccs147:Anal/rectal:0.075 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1118 | OR_unadj: 1.172 [0.912 1.506] | indivs AUC:0.517 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.999 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.337 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.335 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.310 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.310 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.300 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.299 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.293 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.293 Vital: HC-gain13to19 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1054 | OR_unadj: 1.081 [0.862 1.357] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.069 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.068 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.068 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.068 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:-0.064 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.063 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.062 Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.062 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.062 Diagnosis:9ccs166:Oth male gen:-0.060 Vital: Wt for Len Percentile-gain13to19 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1313 | OR_unadj: 0.996 [0.788 1.258] | indivs AUC:0.551 Correlated most with: Maternal Vital: RR-otherPregnancy:-0.083 Maternal Diagnosis:9ccs48:Thyroid dsor:-0.080 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.077 Maternal Maternal Lab History: LDL-postPregnancy:-0.075 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.075 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.074 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.071 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.070 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.070 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.069 Vital: Wt for Length ZScore-avg0to1 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1343 | OR_unadj: 1.177 [0.935 1.480] | indivs AUC:0.554 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:-0.099 Newborn Diagnosis:9ccs219:Low birth wt:-0.098 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.087 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.082 Diagnosis:9ccs151:Oth liver dx:-0.081 Maternal Diagnosis:9ccs49:DiabMel no c:0.079 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.077 Maternal Vital: RR-otherPregnancy:-0.077 Diagnosis:9ccs216:Nerv cong an:-0.074 Diagnosis:9ccs122:Pneumonia:0.074 Vital: Wt for Length ZScore-gain0to3 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1343 | OR_unadj: 1.177 [0.935 1.480] | indivs AUC:0.554 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:-0.099 Newborn Diagnosis:9ccs219:Low birth wt:-0.098 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.087 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.082 Diagnosis:9ccs151:Oth liver dx:-0.081 Maternal Diagnosis:9ccs49:DiabMel no c:0.079 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.077 Maternal Vital: RR-otherPregnancy:-0.077 Diagnosis:9ccs216:Nerv cong an:-0.074 Diagnosis:9ccs122:Pneumonia:0.074 * Vital: Ht Percentile-latest | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1058 | OR_unadj: 1.698 [1.338 2.155] | indivs AUC:0.611 Correlated most with: Maternal Vital: Ht-postPregnancy:0.140 Maternal Diagnosis:9ccs185:Long pregncy:0.089 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.085 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.083 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.077 Diagnosis:9ccs229:Fx arm:0.077 Maternal Vital: Ht-otherPregnancy:0.074 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.073 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.072 Diagnosis:9ccs59:Anemia:-0.070 Vital: Ht Percentile-gain13to19 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 832 | OR_unadj: 1.172 [0.894 1.536] | indivs AUC:0.476 Correlated most with: Maternal Diagnosis:9ccs172:Ovarian cyst:-0.093 Maternal Diagnosis:9ccs39:Leukemias:0.090 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:-0.075 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:0.074 Maternal Diagnosis:9ccs84:Headache/mig:-0.073 Diagnosis:9ccs244:Other injury:0.068 Newborn Diagnosis:9ccs191:Amnios dx:-0.067 Newborn Diagnosis:9ccs223:Birth trauma:-0.066 Maternal Diagnosis:9ccs126:Ot up rsp in:0.065 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.065 Vital: HC-gain10to16 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1231 | OR_unadj: 0.870 [0.694 1.091] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs257:Ot aftercare:0.092 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.085 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.081 Maternal Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:-0.073 Diagnosis:9ccs239:Superfic inj:-0.073 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.072 Maternal Vital: Temp-postPregnancy:0.072 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.070 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:-0.070 Diagnosis:9ccs83:Epilepsy/cnv:0.068 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1122 | OR_unadj: 1.304 [1.019 1.669] | indivs AUC:0.514 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.998 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.511 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.511 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.345 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.345 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.214 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.213 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.196 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.195 Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 806 | OR_unadj: 0.965 [0.769 1.210] | indivs AUC:0.471 Correlated most with: Newborn Diagnosis:9ccs224:Ot perint dx:1.000 Maternal Diagnosis:9ccs185:Long pregncy:0.343 Newborn Diagnosis:9ccs222:Perint jaund:0.121 Newborn Diagnosis:9ccs96:Hrt valve dx:0.091 Maternal Vital: Wt-postPregnancy:0.090 Maternal Diagnosis:9ccs181:Ot preg comp:0.089 Diagnosis:9ccs7:Viral infect:-0.087 Newborn Diagnosis:9ccs256:Exam/eval:0.084 Maternal Diagnosis:9ccs195:Ot compl bir:0.082 Newborn Diagnosis:9ccs0:No DX:-0.080 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1068 | OR_unadj: 1.150 [0.896 1.474] | indivs AUC:0.537 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.996 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.560 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.559 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.558 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.557 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.474 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.473 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.451 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.449 Vital: Wt for Len Percentile-gain10to16 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1330 | OR_unadj: 1.141 [0.909 1.433] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.091 Maternal Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:-0.081 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.071 Newborn Diagnosis:9ccs162:Ot dx bladdr:-0.070 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.069 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.069 Maternal Maternal Lab History: GTT 90 MIN-postPregnancy:-0.068 Maternal Maternal Lab History: APTT-postPregnancy:-0.067 Newborn Diagnosis:9ccs223:Birth trauma:0.064 Diagnosis:9ccs142:Appendicitis:-0.064 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1116 | OR_unadj: 1.314 [1.027 1.682] | indivs AUC:0.519 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.998 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.512 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.511 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.345 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.344 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.213 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.213 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.195 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.195 Vital: Ht-avg13to16 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1287 | OR_unadj: 1.259 [0.991 1.601] | indivs AUC:0.568 Correlated most with: Maternal Vital: Ht-postPregnancy:0.105 Maternal Diagnosis:9ccs185:Long pregncy:0.091 Diagnosis:9ccs240:Burns:0.087 Maternal Vital: Ht-otherPregnancy:0.086 Maternal Diagnosis:9ccs184:Early labor:-0.079 Newborn Diagnosis:9ccs219:Low birth wt:-0.078 Diagnosis:9ccs133:Oth low resp:0.071 Maternal Diagnosis:9ccs244:Other injury:0.070 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.069 Maternal Maternal Lab History: RBC-otherPregnancy:0.068 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1123 | OR_unadj: 1.195 [0.939 1.521] | indivs AUC:0.509 Correlated most with: Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.996 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.386 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.385 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.383 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.382 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.356 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.355 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.345 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.345 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1120 | OR_unadj: 1.164 [0.907 1.495] | indivs AUC:0.426 Correlated most with: Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:1.000 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.996 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.736 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.733 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.691 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.689 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.673 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.671 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.652 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.649 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1126 | OR_unadj: 1.150 [0.895 1.477] | indivs AUC:0.424 Correlated most with: Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:1.000 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.996 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.736 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.734 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.693 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.688 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.674 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.670 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.654 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.649 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1129 | OR_unadj: 1.187 [0.933 1.510] | indivs AUC:0.504 Correlated most with: Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.996 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.387 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.385 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.382 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.381 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.357 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.355 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.345 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.344 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1067 | OR_unadj: 1.024 [0.789 1.329] | indivs AUC:0.503 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.998 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.507 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.506 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.481 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.480 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.444 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.443 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.351 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.348 Vital: Ht Percentile-gain16to24 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 975 | OR_unadj: 1.147 [0.882 1.492] | indivs AUC:0.549 Correlated most with: Maternal Diagnosis:9ccs39:Leukemias:-0.098 Number of Visits:-0.088 Diagnosis:9ccs259:Unclassified:-0.085 Maternal Diagnosis:9ccs172:Ovarian cyst:0.083 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.079 Diagnosis:9ccs59:Anemia:-0.077 Maternal Vital: Wt Change-postPregnancy:0.075 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.075 Maternal Maternal Lab History: BUN-postPregnancy:0.074 Maternal Diagnosis:9ccs126:Ot up rsp in:-0.073 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1129 | OR_unadj: 1.087 [0.853 1.386] | indivs AUC:0.475 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.999 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.511 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.511 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.309 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.309 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.258 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.257 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.245 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.244 Diagnosis:9ccs94:Other ear dx | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 166 | OR_unadj: 1.404 [0.979 2.013] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs94:Other ear dx:1.000 Number of Visits:0.257 Diagnosis:9ccs74:Ot mentl cnd:0.205 Diagnosis:9ccs113:Late eff CVD:0.198 Diagnosis:9ccs92:Otitis media:0.119 Diagnosis:9ccs126:Ot up rsp in:0.101 Diagnosis:9ccs95:Oth nerv dx:0.101 Maternal Maternal Procedure History:45300-postPregnancy:0.089 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.086 Diagnosis:9ccs127:COPD:0.084 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1123 | OR_unadj: 1.089 [0.854 1.390] | indivs AUC:0.472 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.999 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.512 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.511 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.310 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.309 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.257 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.257 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.245 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.245 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1123 | OR_unadj: 1.078 [0.842 1.380] | indivs AUC:0.554 Correlated most with: Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:1.000 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.996 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.736 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.734 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.673 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.670 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.639 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.638 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.623 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.621 Maternal Diagnosis:9ccs195:Ot compl bir | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 794 | OR_unadj: 1.158 [0.923 1.452] | indivs AUC:0.490 Correlated most with: Maternal Diagnosis:9ccs195:Ot compl bir:1.000 MatDeliveryAge:0.147 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.140 Maternal Diagnosis:9ccs190:Fetal distrs:0.122 Maternal Diagnosis:9ccs191:Amnios dx:0.109 Maternal Diagnosis:9ccs183:HTN in preg:0.088 Newborn Diagnosis:9ccs256:Exam/eval:0.087 Diagnosis:9ccs76:Meningitis:-0.083 Maternal Diagnosis:9ccs46:Bnign ut neo:0.083 Newborn Diagnosis:9ccs224:Ot perint dx:0.082 * Vital: HC-avg16to19 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 933 | OR_unadj: 1.456 [1.141 1.858] | indivs AUC:0.601 Correlated most with: Diagnosis:9ccs216:Nerv cong an:-0.103 Lab:297262 HEMOGLOBIN (HEMOCUE):0.093 Diagnosis:9ccs143:Abdom hernia:0.078 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.078 Maternal Vital: BP-postPregnancy:0.078 Maternal Vital: Wt-postPregnancy:0.075 Diagnosis:9ccs70:Schizo/rl dx:0.074 Maternal Vital: Wt-otherPregnancy:0.073 Newborn Diagnosis:9ccs224:Ot perint dx:0.073 Maternal Maternal Lab History: MPV-postPregnancy:0.072 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1126 | OR_unadj: 1.090 [0.850 1.398] | indivs AUC:0.467 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.994 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.336 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.336 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.335 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.333 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.266 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.264 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.174 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.172 Vital: Wt Percentile-gain16to24 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 963 | OR_unadj: 0.991 [0.728 1.347] | indivs AUC:0.550 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.089 Maternal Diagnosis:9ccs39:Leukemias:-0.089 Number of Visits:-0.084 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.084 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.082 Diagnosis:9ccs115:Aneurysm:-0.082 Newborn Diagnosis:9ccs47:Ot bnign neo:-0.082 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.082 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.081 Diagnosis:9ccs143:Abdom hernia:-0.079 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1061 | OR_unadj: 1.018 [0.783 1.322] | indivs AUC:0.501 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.998 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.508 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.506 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.482 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.481 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.445 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.443 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.349 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.347 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1120 | OR_unadj: 1.085 [0.845 1.392] | indivs AUC:0.463 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.994 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.337 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.337 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.335 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.334 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.268 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.267 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.173 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.172 * Vital: Ht Percentile-avg10to13 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 660 | OR_unadj: 1.758 [1.345 2.298] | indivs AUC:0.555 Correlated most with: Diagnosis:9ccs223:Birth trauma:0.096 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.089 Maternal Maternal Lab History: LEAD LEVEL-postPregnancy:-0.086 Maternal Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.083 Maternal Diagnosis:9ccs184:Early labor:-0.080 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.080 Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.080 Maternal Maternal Lab History: TEST NAME-otherPregnancy:0.077 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.075 Maternal Diagnosis:9ccs185:Long pregncy:0.075 Vital: RR-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 795 | OR_unadj: 1.214 [0.892 1.653] | indivs AUC:0.480 Correlated most with: Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.150 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.148 Maternal Maternal Lab History: PATIENT-postPregnancy:0.141 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.136 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.128 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.126 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.123 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:0.121 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.118 Diagnosis:9ccs188:Pelvic obstr:0.100 Vital: Wt Percentile-gain10to16 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 742 | OR_unadj: 0.895 [0.668 1.200] | indivs AUC:0.486 Correlated most with: Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.164 Diagnosis:9ccs0:No DX:0.147 Maternal Maternal Lab History: APTT-postPregnancy:-0.102 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.096 Maternal Diagnosis:9ccs117:Ot circul dx:-0.094 Diagnosis:9ccs230:Fx leg:-0.093 Diagnosis:9ccs105:Conduction:0.091 Maternal Diagnosis:9ccs135:Intest infct:0.087 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.086 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.085 * Vital: Ht Percentile-avg16to19 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 747 | OR_unadj: 1.399 [1.073 1.825] | indivs AUC:0.547 Correlated most with: Maternal Vital: Ht-postPregnancy:0.086 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.082 Maternal Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.079 Maternal Maternal Procedure History:J1055-postPregnancy:-0.076 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.076 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.074 Maternal Maternal Procedure History:90772-postPregnancy:-0.074 Maternal Maternal Procedure History:59430-postPregnancy:-0.073 Diagnosis:9ccs147:Anal/rectal:0.072 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:-0.071 Maternal Diagnosis:9ccs193:OB-related perin trauma | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 687 | OR_unadj: 0.815 [0.645 1.031] | indivs AUC:0.510 Correlated most with: Maternal Diagnosis:9ccs193:OB-related perin trauma:1.000 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.296 Maternal Diagnosis:9ccs187:Malposition:-0.140 Maternal Diagnosis:9ccs195:Ot compl bir:-0.140 Newborn Diagnosis:9ccs219:Low birth wt:-0.119 Maternal Diagnosis:9ccs184:Early labor:-0.110 MatDeliveryAge:-0.104 Newborn Diagnosis:9ccs256:Exam/eval:-0.102 Diagnosis:9ccs256:Exam/eval:0.097 Newborn Diagnosis:9ccs222:Perint jaund:-0.092 * Vital: Ht-avg19to24 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1391 | OR_unadj: 1.584 [1.262 1.987] | indivs AUC:0.584 Correlated most with: Maternal Maternal Procedure History:90801-postPregnancy:-0.156 Maternal Maternal Lab History: TSH-postPregnancy:-0.137 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.133 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.124 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.121 Maternal Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:-0.119 Maternal Maternal Lab History: A/G RATIO-postPregnancy:0.119 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.111 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.111 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.107 Vital: HC-avg13to16 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 973 | OR_unadj: 1.129 [0.890 1.433] | indivs AUC:0.554 Correlated most with: Maternal Maternal Procedure History:S9470-otherPregnancy:-0.087 Maternal Diagnosis:9ccs190:Fetal distrs:0.084 Maternal Diagnosis:9ccs102:Chest pain:0.082 Lab:297262 HEMOGLOBIN (HEMOCUE):0.082 Maternal Diagnosis:9ccs238:Complic proc:0.077 Diagnosis:9ccs143:Abdom hernia:0.073 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.071 Newborn Diagnosis:9ccs224:Ot perint dx:0.068 Diagnosis:9ccs229:Fx arm:0.067 Maternal Diagnosis:9ccs143:Abdom hernia:0.067 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1123 | OR_unadj: 1.201 [0.943 1.530] | indivs AUC:0.482 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.673 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.672 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.633 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.632 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.613 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.611 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.356 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.355 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1129 | OR_unadj: 1.101 [0.860 1.408] | indivs AUC:0.556 Correlated most with: Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:1.000 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.996 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.736 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.733 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.673 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.670 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.639 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.637 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.624 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.621 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1129 | OR_unadj: 1.207 [0.948 1.536] | indivs AUC:0.479 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.999 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.673 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.672 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.633 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.632 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.613 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.612 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.357 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.355 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1123 | OR_unadj: 0.843 [0.641 1.108] | indivs AUC:0.482 Correlated most with: Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:1.000 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.997 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.918 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.916 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.746 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.746 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.744 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.743 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.714 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.712 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1129 | OR_unadj: 1.293 [1.010 1.656] | indivs AUC:0.499 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.998 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.487 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.486 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.463 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.462 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.440 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.438 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.393 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.392 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1123 | OR_unadj: 1.303 [1.018 1.669] | indivs AUC:0.504 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.998 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.486 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.485 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.463 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.462 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.438 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.438 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.392 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.391 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1129 | OR_unadj: 0.852 [0.649 1.119] | indivs AUC:0.485 Correlated most with: Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:1.000 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.997 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.918 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.915 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.746 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.746 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.744 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.744 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.713 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.712 * Vital: Ht-gain0to24 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1385 | OR_unadj: 1.531 [1.220 1.920] | indivs AUC:0.572 Correlated most with: Maternal Maternal Procedure History:90801-postPregnancy:-0.157 Maternal Maternal Lab History: TSH-postPregnancy:-0.137 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.134 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.130 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.121 Maternal Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:-0.120 Maternal Maternal Lab History: A/G RATIO-postPregnancy:0.120 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.111 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.110 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.108 Vital: Ht Percentile-gain10to16 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 760 | OR_unadj: 0.965 [0.731 1.274] | indivs AUC:0.544 Correlated most with: Maternal Maternal Lab History: APTT-postPregnancy:-0.110 Diagnosis:9ccs0:No DX:0.103 Maternal Diagnosis:9ccs72:Anxiety dx:0.097 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.095 Diagnosis:9ccs105:Conduction:0.092 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.087 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.085 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.084 Maternal Diagnosis:9ccs93:Dizziness:0.081 Maternal Diagnosis:9ccs135:Intest infct:0.077 * Vital: Ht Percentile-gain7to13 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 690 | OR_unadj: 1.479 [1.110 1.972] | indivs AUC:0.576 Correlated most with: Maternal Diagnosis:9ccs82:Paralysis:-0.105 Lab:294048 STOOL CULTURE - LMC:0.094 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.093 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.091 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.090 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.087 Diagnosis:9ccs229:Fx arm:0.086 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.085 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:-0.082 Lab:292495 LEAD LEVEL - Sunrise:-0.080 Maternal Diagnosis:9ccs181:Ot preg comp | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 448 | OR_unadj: 1.076 [0.833 1.391] | indivs AUC:0.533 Correlated most with: Maternal Diagnosis:9ccs181:Ot preg comp:1.000 Maternal Diagnosis:9ccs10:Immuniz/scrn:0.536 Maternal Diagnosis:9ccs59:Anemia:0.373 Maternal Diagnosis:9ccs128:Asthma:0.203 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.201 Maternal Diagnosis:9ccs60:Acut p-h anm:0.176 Maternal Diagnosis:9ccs106:Dysrhythmia:0.152 Maternal Diagnosis:9ccs48:Thyroid dsor:0.136 Maternal Diagnosis:9ccs149:Biliary dx:0.136 Maternal Diagnosis:9ccs168:PID:0.128 Vital: Wt Percentile-gain13to19 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 812 | OR_unadj: 1.283 [0.948 1.736] | indivs AUC:0.545 Correlated most with: Maternal Diagnosis:9ccs172:Ovarian cyst:-0.093 Diagnosis:9ccs61:Sickle cell:-0.086 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.083 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:-0.082 Maternal Maternal Procedure History:90746-postPregnancy:0.077 Diagnosis:9ccs230:Fx leg:0.077 Maternal Diagnosis:9ccs39:Leukemias:0.075 Maternal Diagnosis:9ccs117:Ot circul dx:0.074 Maternal Vital: Wt Change-otherPregnancy:-0.073 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.072 Vital: HR-avg10to13 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 456 | OR_unadj: 1.345 [0.952 1.900] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:-0.098 Maternal Maternal Lab History: PO2-postPregnancy:-0.096 Diagnosis:9ccs129:Asp pneumon:0.094 Maternal Maternal Procedure History:20550-postPregnancy:-0.083 Maternal Maternal Procedure History:J3301-postPregnancy:-0.083 Maternal Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:0.082 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.080 Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:0.080 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:0.080 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.078 Maternal Diagnosis:9ccs185:Long pregncy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 418 | OR_unadj: 1.131 [0.872 1.468] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:1.000 Newborn Diagnosis:9ccs224:Ot perint dx:0.343 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.151 Maternal Diagnosis:9ccs184:Early labor:-0.146 Newborn Diagnosis:9ccs219:Low birth wt:-0.141 Maternal Diagnosis:9ccs186:DM in preg:-0.118 Maternal Diagnosis:9ccs190:Fetal distrs:0.103 Diagnosis:9ccs197:Skin infectn:0.082 Maternal Diagnosis:9ccs128:Asthma:-0.076 MatDeliveryAge:-0.074 * Vital: Wt Change-avg16to19 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 716 | OR_unadj: 1.806 [1.349 2.418] | indivs AUC:0.529 Correlated most with: Number of Visits:-0.170 Diagnosis:9ccs92:Otitis media:-0.130 Maternal Diagnosis:9ccs208:Acq foot def:0.126 Maternal Diagnosis:9ccs90:Eye infectn:0.115 Diagnosis:9ccs239:Superfic inj:-0.097 Diagnosis:9ccs125:Bronchitis:-0.097 Diagnosis:9ccs7:Viral infect:-0.097 Diagnosis:9ccs128:Asthma:-0.090 Diagnosis:9ccs257:Ot aftercare:-0.086 Diagnosis:9ccs126:Ot up rsp in:-0.086 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1126 | OR_unadj: 1.098 [0.851 1.416] | indivs AUC:0.439 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.996 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.919 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.915 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.787 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.783 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.714 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.711 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.667 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.663 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1129 | OR_unadj: 1.139 [0.899 1.443] | indivs AUC:0.558 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.998 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.933 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.931 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.725 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.725 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.715 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.715 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.713 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.712 * Vital: Ht Percentile-gain0to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 926 | OR_unadj: 1.596 [1.246 2.043] | indivs AUC:0.590 Correlated most with: Maternal Vital: Ht-postPregnancy:0.126 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.084 Diagnosis:9ccs229:Fx arm:0.084 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.084 Maternal Maternal Procedure History:59430-postPregnancy:-0.077 Diagnosis:9ccs136:Teeth dx:-0.075 Diagnosis:9ccs59:Anemia:-0.074 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.073 Maternal Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.072 Maternal Maternal Lab History: LEAD LEVEL-postPregnancy:-0.071 Vital: Wt Percentile-gain5to10 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 574 | OR_unadj: 0.822 [0.563 1.199] | indivs AUC:0.524 Correlated most with: Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:0.145 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.112 Diagnosis:9ccs61:Sickle cell:-0.103 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.102 Maternal Diagnosis:9ccs169:Endometrios:0.100 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.096 Diagnosis:9ccs92:Otitis media:0.091 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.086 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.083 Maternal Maternal Lab History: IRON-postPregnancy:0.083 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1128 | OR_unadj: 1.098 [0.856 1.409] | indivs AUC:0.440 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.998 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.949 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.946 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.788 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.787 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.787 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.785 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.746 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.744 * Vital: BMI Percentile-gain0to24 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 235 | OR_unadj: 2.838 [1.958 4.112] | indivs AUC:0.576 Correlated most with: Maternal Maternal Lab History: LH-postPregnancy:0.133 Maternal Diagnosis:9ccs72:Anxiety dx:-0.124 Diagnosis:9ccs214:GI cong anom:-0.115 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.108 Maternal Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy:-0.107 Maternal Maternal Lab History: PROGESTERONE-postPregnancy:-0.103 Maternal Maternal Lab History: TSH-postPregnancy:0.103 Maternal Diagnosis:9ccs120:Hemmorhoids:-0.101 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.097 Newborn Diagnosis:9ccs253:Allergy:-0.093 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1122 | OR_unadj: 1.093 [0.852 1.402] | indivs AUC:0.443 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.998 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.948 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.945 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.789 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.787 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.787 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.783 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.746 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.744 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1123 | OR_unadj: 1.121 [0.884 1.421] | indivs AUC:0.553 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.998 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.933 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.931 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.726 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.724 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.716 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.715 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.714 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.712 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1120 | OR_unadj: 1.111 [0.861 1.433] | indivs AUC:0.443 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.996 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.919 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.916 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.787 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.785 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.714 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.712 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.666 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.664 * Vital: BMI Percentile-gain16to24 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 235 | OR_unadj: 2.838 [1.958 4.112] | indivs AUC:0.576 Correlated most with: Maternal Maternal Lab History: LH-postPregnancy:0.133 Maternal Diagnosis:9ccs72:Anxiety dx:-0.124 Diagnosis:9ccs214:GI cong anom:-0.115 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.108 Maternal Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy:-0.107 Maternal Maternal Lab History: PROGESTERONE-postPregnancy:-0.103 Maternal Maternal Lab History: TSH-postPregnancy:0.103 Maternal Diagnosis:9ccs120:Hemmorhoids:-0.101 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.097 Newborn Diagnosis:9ccs253:Allergy:-0.093 * Vital: Wt Percentile-avg10to13 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 638 | OR_unadj: 1.802 [1.392 2.332] | indivs AUC:0.586 Correlated most with: Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.107 Maternal Maternal Lab History: IRON-postPregnancy:-0.102 Maternal Diagnosis:9ccs185:Long pregncy:0.095 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.093 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.087 Newborn Diagnosis:9ccs191:Amnios dx:0.083 Diagnosis:9ccs136:Teeth dx:-0.082 Diagnosis:9ccs129:Asp pneumon:-0.078 Diagnosis:9ccs155:Other GI dx:-0.075 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.074 * Vital: Ht Percentile-avg19to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 931 | OR_unadj: 1.595 [1.246 2.040] | indivs AUC:0.596 Correlated most with: Maternal Vital: Ht-postPregnancy:0.126 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.086 Diagnosis:9ccs229:Fx arm:0.084 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.084 Diagnosis:9ccs136:Teeth dx:-0.078 Maternal Maternal Procedure History:59430-postPregnancy:-0.077 Diagnosis:9ccs59:Anemia:-0.076 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.073 Maternal Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.072 Maternal Maternal Lab History: LEAD LEVEL-postPregnancy:-0.071 Maternal Diagnosis:9ccs191:Amnios dx | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 166 | OR_unadj: 1.096 [0.751 1.599] | indivs AUC:0.517 Correlated most with: Maternal Diagnosis:9ccs191:Amnios dx:1.000 Newborn Diagnosis:9ccs256:Exam/eval:0.139 Maternal Diagnosis:9ccs195:Ot compl bir:0.109 Newborn Diagnosis:9ccs253:Allergy:0.103 Newborn Diagnosis:9ccs219:Low birth wt:0.099 Maternal Maternal Lab History: MONOS-otherPregnancy:0.093 Diagnosis:9ccs219:Low birth wt:0.092 Diagnosis:9ccs240:Burns:0.090 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.088 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.088 Maternal Vital: Wt-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 587 | OR_unadj: 1.252 [0.913 1.716] | indivs AUC:0.554 Correlated most with: Maternal Vital: Wt-postPregnancy:1.000 Maternal Vital: Wt-otherPregnancy:0.621 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.360 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.344 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.321 Maternal Vital: BP-postPregnancy:0.321 Maternal Vital: Ht-postPregnancy:0.305 Maternal Vital: BP-otherPregnancy:0.276 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.256 Maternal Vital: Ht-otherPregnancy:0.240 * Vital: HC-gain0to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 920 | OR_unadj: 1.672 [1.308 2.137] | indivs AUC:0.604 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:0.085 Maternal Diagnosis:9ccs102:Chest pain:0.084 Diagnosis:9ccs214:GI cong anom:-0.083 Maternal Diagnosis:9ccs61:Sickle cell:0.081 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:-0.076 Diagnosis:9ccs229:Fx arm:0.072 Maternal Vital: Wt-postPregnancy:0.070 Maternal Maternal Procedure History:99000-otherPregnancy:0.069 Diagnosis:9ccs245:Syncope:-0.067 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.067 Vital: Wt Change-avg10to13 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 616 | OR_unadj: 1.170 [0.832 1.646] | indivs AUC:0.539 Correlated most with: Maternal Maternal Procedure History:J7302-postPregnancy:0.145 Maternal Maternal Lab History: IRON-postPregnancy:-0.143 Maternal Maternal Lab History: UIBC-postPregnancy:0.134 Number of Visits:-0.133 Maternal Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:-0.119 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:-0.119 Maternal Maternal Lab History: FERRITIN-otherPregnancy:-0.115 Diagnosis:9ccs92:Otitis media:-0.114 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.110 Maternal Diagnosis:9ccs90:Eye infectn:0.103 * Vital: HC-avg19to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 933 | OR_unadj: 1.593 [1.247 2.034] | indivs AUC:0.601 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:0.085 Maternal Diagnosis:9ccs102:Chest pain:0.084 Diagnosis:9ccs214:GI cong anom:-0.082 Maternal Diagnosis:9ccs61:Sickle cell:0.081 Maternal Vital: Wt-postPregnancy:0.075 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:-0.072 Diagnosis:9ccs229:Fx arm:0.072 Maternal Maternal Procedure History:S9470-otherPregnancy:-0.068 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.066 Diagnosis:9ccs245:Syncope:-0.066 Maternal Vital: BMI-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 476 | OR_unadj: 1.407 [0.733 2.700] | indivs AUC:0.525 Correlated most with: Maternal Vital: BMI-postPregnancy:1.000 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.391 Maternal Vital: BMI-otherPregnancy:0.377 Maternal Maternal Lab History: HCG-otherPregnancy:0.336 Maternal Maternal Procedure History:81000-postPregnancy:0.331 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.317 Maternal Maternal Lab History: INHMOM-postPregnancy:0.314 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.297 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.297 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.287 Maternal Diagnosis:9ccs190:Fetal distrs | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 408 | OR_unadj: 1.221 [0.942 1.584] | indivs AUC:0.555 Correlated most with: Maternal Diagnosis:9ccs190:Fetal distrs:1.000 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.173 Maternal Diagnosis:9ccs195:Ot compl bir:0.122 Maternal Diagnosis:9ccs185:Long pregncy:0.103 Maternal Diagnosis:9ccs184:Early labor:-0.089 Newborn Diagnosis:9ccs219:Low birth wt:-0.082 Maternal Diagnosis:9ccs176:Contraceptiv:-0.081 Maternal Diagnosis:9ccs181:Ot preg comp:0.076 Diagnosis:9ccs240:Burns:0.076 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.068 Census:Percent; Estimate; Percent high school graduate or higher-birth | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1123 | OR_unadj: 1.190 [0.942 1.504] | indivs AUC:0.459 Correlated most with: Census:Percent; Estimate; Percent high school graduate or higher-birth:1.000 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.933 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.931 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.918 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.915 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.794 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.792 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.789 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.787 Maternal Diagnosis:9ccs183:HTN in preg | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 202 | OR_unadj: 1.377 [0.987 1.920] | indivs AUC:0.494 Correlated most with: Maternal Diagnosis:9ccs183:HTN in preg:1.000 Maternal Diagnosis:9ccs98:HTN:0.230 Maternal Maternal Lab History: LDH-postPregnancy:0.174 Newborn Diagnosis:9ccs219:Low birth wt:0.165 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.163 Maternal Diagnosis:9ccs184:Early labor:0.161 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.130 Newborn Diagnosis:9ccs222:Perint jaund:0.127 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.116 Maternal Vital: BP-postPregnancy:0.111 * Vital: HR-avg5to7 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 318 | OR_unadj: 2.013 [1.408 2.877] | indivs AUC:0.546 Correlated most with: Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.182 Diagnosis:9ccs221:Resp distres:0.164 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.151 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.138 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.130 Diagnosis:9ccs228:Fx skull fac:0.125 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.123 Maternal Maternal Procedure History:93005-otherPregnancy:0.119 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.116 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.116 Census:Percent; Estimate; Percent high school graduate or higher-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1129 | OR_unadj: 1.179 [0.933 1.489] | indivs AUC:0.455 Correlated most with: Census:Percent; Estimate; Percent high school graduate or higher-latest:1.000 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.933 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.931 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.918 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.916 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.794 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.792 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.788 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.787 Diagnosis:9ccs253:Allergy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 857 | OR_unadj: 1.042 [0.831 1.306] | indivs AUC:0.448 Correlated most with: Diagnosis:9ccs253:Allergy:1.000 Number of Visits:0.299 Diagnosis:9ccs200:Oth skin dx:0.229 Diagnosis:9ccs126:Ot up rsp in:0.198 Diagnosis:9ccs255:Social admin:0.198 Diagnosis:9ccs10:Immuniz/scrn:0.198 Diagnosis:9ccs198:Ot infl skin:0.187 Diagnosis:9ccs155:Other GI dx:0.183 Diagnosis:9ccs7:Viral infect:0.174 Diagnosis:9ccs257:Ot aftercare:0.174 Vital: Ht Percentile-avg5to7 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 474 | OR_unadj: 1.174 [0.856 1.610] | indivs AUC:0.517 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.108 Maternal Maternal Procedure History:97803-otherPregnancy:-0.095 Maternal Maternal Procedure History:59430-postPregnancy:-0.091 Maternal Vital: Ht-postPregnancy:0.090 Diagnosis:9ccs117:Ot circul dx:-0.088 Maternal Maternal Lab History: PROGESTERONE-postPregnancy:-0.087 Maternal Maternal Lab History: UIBC-postPregnancy:-0.084 Diagnosis:9ccs219:Low birth wt:-0.082 Maternal Maternal Lab History: TSH-postPregnancy:0.081 Newborn Diagnosis:9ccs217:Ot cong anom:0.081 * Maternal Diagnosis:9ccs186:DM in preg | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 190 | OR_unadj: 1.605 [1.150 2.240] | indivs AUC:0.515 Correlated most with: Maternal Diagnosis:9ccs186:DM in preg:1.000 Maternal Diagnosis:9ccs49:DiabMel no c:0.454 Newborn Diagnosis:9ccs259:Unclassified:0.347 MatDeliveryAge:0.233 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.167 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.146 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.119 Maternal Diagnosis:9ccs185:Long pregncy:-0.118 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.112 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.110 Vital: Wt Change-avg13to16 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 626 | OR_unadj: 0.825 [0.577 1.179] | indivs AUC:0.528 Correlated most with: Number of Visits:-0.162 Maternal Maternal Procedure History:J7302-postPregnancy:-0.139 Diagnosis:9ccs61:Sickle cell:0.136 Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.128 Lab:294199 BILIRUBIN SCAN - LMC:-0.120 Diagnosis:9ccs92:Otitis media:-0.111 Diagnosis:9ccs125:Bronchitis:-0.087 Diagnosis:9ccs126:Ot up rsp in:-0.087 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.087 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.085 Vital: HR-avg7to10 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 429 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.558 Correlated most with: Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:0.146 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:0.146 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:-0.117 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.106 Maternal Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:0.101 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.100 Maternal Diagnosis:9ccs202:Rheum arth:0.098 Maternal Maternal Procedure History:87880-postPregnancy:0.097 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.090 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.090 Census:Percent; Estimate; Percent bachelor's degree or higher-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1129 | OR_unadj: 0.967 [0.745 1.256] | indivs AUC:0.415 Correlated most with: Census:Percent; Estimate; Percent bachelor's degree or higher-latest:1.000 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.997 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.949 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.945 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.919 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.916 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.794 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.792 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.746 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.743 Vital: HR-avg13to16 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 418 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.481 Correlated most with: Diagnosis:9ccs228:Fx skull fac:0.156 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.141 Maternal Diagnosis:9ccs202:Rheum arth:0.123 Maternal Diagnosis:9ccs142:Appendicitis:0.097 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.092 Maternal Diagnosis:9ccs75:Hx mental dx:0.089 Newborn Diagnosis:9ccs252:Fatigue:0.087 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.084 Maternal Maternal Lab History: VLDL-otherPregnancy:0.084 Newborn Diagnosis:9ccs220:Birth asphyx:0.083 Vital: Ht Percentile-gain3to7 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 514 | OR_unadj: 0.967 [0.692 1.353] | indivs AUC:0.509 Correlated most with: Maternal Diagnosis:9ccs172:Ovarian cyst:0.110 Newborn Diagnosis:9ccs166:Oth male gen:0.094 Lab:294199 BILIRUBIN SCAN - LMC:0.094 Maternal Maternal Lab History: LEAD LEVEL-otherPregnancy:0.088 Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:-0.085 Maternal Maternal Lab History: ANION GAP-postPregnancy:-0.083 Maternal Maternal Lab History: IRON-otherPregnancy:0.080 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.080 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.080 Maternal Diagnosis:9ccs208:Acq foot def:0.079 Maternal Diagnosis:9ccs128:Asthma | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 32 | OR_unadj: 1.393 [0.639 3.036] | indivs AUC:0.499 Correlated most with: Maternal Diagnosis:9ccs128:Asthma:1.000 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.205 Maternal Diagnosis:9ccs181:Ot preg comp:0.203 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.183 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.183 Maternal Diagnosis:9ccs140:Gastritis:0.175 Maternal Diagnosis:9ccs215:gu cong anom:0.175 Newborn Diagnosis:9ccs252:Fatigue:0.175 Newborn Diagnosis:9ccs2620:E Codes: Unspecified:0.175 Newborn Diagnosis:9ccs229:Fx arm:0.175 Census:Percent; Estimate; Percent bachelor's degree or higher-birth | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1123 | OR_unadj: 0.979 [0.754 1.271] | indivs AUC:0.419 Correlated most with: Census:Percent; Estimate; Percent bachelor's degree or higher-birth:1.000 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.997 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.948 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.946 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.919 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.915 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.794 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.792 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.746 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.744 Vital: Ht Percentile-gain5to10 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 590 | OR_unadj: 0.909 [0.659 1.253] | indivs AUC:0.501 Correlated most with: Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.139 Maternal Maternal Lab History: IRON-postPregnancy:0.105 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.100 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.099 Maternal Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:-0.098 Maternal Diagnosis:9ccs169:Endometrios:0.096 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:-0.095 Maternal Maternal Lab History: PROGESTERONE-postPregnancy:0.089 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.085 Maternal Maternal Lab History: APTT-postPregnancy:0.084 Vital: HR-avg19to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 455 | OR_unadj: 1.253 [0.883 1.777] | indivs AUC:0.503 Correlated most with: Maternal Diagnosis:9ccs126:Ot up rsp in:0.116 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:-0.093 Maternal Maternal Lab History: FOLATE-postPregnancy:-0.088 Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:-0.084 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:-0.084 Diagnosis:9ccs167:Breast dx:0.082 Lab:294199 BILIRUBIN SCAN - LMC:0.081 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:-0.078 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:-0.078 Maternal Diagnosis:9ccs75:Hx mental dx:0.078 * Maternal Vital: Ht-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 482 | OR_unadj: 0.662 [0.460 0.953] | indivs AUC:0.495 Correlated most with: Maternal Vital: Ht-postPregnancy:1.000 Maternal Vital: Ht-otherPregnancy:0.602 Maternal Vital: Wt-postPregnancy:0.305 Maternal Vital: Wt-otherPregnancy:0.236 Maternal Vital: BP-postPregnancy:0.158 Maternal Maternal Procedure History:99000-postPregnancy:0.148 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.148 Maternal Vital: Ht Percentile-postPregnancy:0.148 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.146 Maternal Vital: BP-otherPregnancy:0.145 Vital: Ht Percentile-avg13to16 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 661 | OR_unadj: 1.285 [0.973 1.695] | indivs AUC:0.545 Correlated most with: Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.088 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.088 Maternal Vital: Ht-postPregnancy:0.088 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.085 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.084 Maternal Maternal Lab History: TSH-postPregnancy:0.078 Maternal Diagnosis:9ccs184:Early labor:-0.077 Maternal Maternal Procedure History:59430-postPregnancy:-0.075 Maternal Maternal Lab History: TEST NAME-otherPregnancy:0.075 Newborn Diagnosis:9ccs223:Birth trauma:0.074 Maternal Diagnosis:9ccs192:Umbil cord | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 150 | OR_unadj: 1.129 [0.762 1.672] | indivs AUC:0.501 Correlated most with: Maternal Diagnosis:9ccs192:Umbil cord:1.000 Maternal Diagnosis:9ccs84:Headache/mig:0.086 Diagnosis:9ccs145:Int obstruct:0.086 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.085 Diagnosis:9ccs141:Ot dx stomch:0.079 Newborn Diagnosis:9ccs220:Birth asphyx:0.078 Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:0.076 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.075 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.070 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.070 Diagnosis:9ccs255:Social admin | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1667 | OR_unadj: 1.120 [0.650 1.932] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs255:Social admin:1.000 Diagnosis:9ccs10:Immuniz/scrn:0.472 Diagnosis:9ccs126:Ot up rsp in:0.356 Diagnosis:9ccs92:Otitis media:0.205 Diagnosis:9ccs253:Allergy:0.198 Diagnosis:9ccs257:Ot aftercare:0.197 Diagnosis:9ccs7:Viral infect:0.189 Number of Visits:0.139 Diagnosis:9ccs125:Bronchitis:0.138 Diagnosis:9ccs135:Intest infct:0.136 Maternal Maternal Lab History: MCV-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 550 | OR_unadj: 0.841 [0.617 1.148] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: MCV-postPregnancy:1.000 Maternal Maternal Lab History: MCH-postPregnancy:0.745 Maternal Maternal Lab History: RDW-postPregnancy:-0.551 Maternal Maternal Lab History: MCV-otherPregnancy:0.464 Maternal Maternal Lab History: MCH-otherPregnancy:0.414 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.389 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.351 Maternal Maternal Lab History: RBC-postPregnancy:-0.322 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.220 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.219 Diagnosis:9ccs7:Viral infect | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 797 | OR_unadj: 0.878 [0.699 1.102] | indivs AUC:0.449 Correlated most with: Diagnosis:9ccs7:Viral infect:1.000 Number of Visits:0.408 Diagnosis:9ccs126:Ot up rsp in:0.270 Diagnosis:9ccs10:Immuniz/scrn:0.243 Diagnosis:9ccs257:Ot aftercare:0.225 Diagnosis:9ccs125:Bronchitis:0.219 Diagnosis:9ccs92:Otitis media:0.216 Diagnosis:9ccs200:Oth skin dx:0.216 Diagnosis:9ccs155:Other GI dx:0.202 Diagnosis:9ccs255:Social admin:0.189 Vital: Ht Percentile-avg7to10 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 538 | OR_unadj: 1.276 [0.951 1.712] | indivs AUC:0.523 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.101 Maternal Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.090 Maternal Maternal Lab History: LEAD LEVEL-postPregnancy:-0.088 Diagnosis:9ccs117:Ot circul dx:-0.084 Diagnosis:9ccs219:Low birth wt:-0.084 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.080 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.080 Diagnosis:9ccs223:Birth trauma:0.077 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.076 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.075 Vital: Wt Percentile-avg1to3 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 348 | OR_unadj: 1.343 [0.953 1.892] | indivs AUC:0.493 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.108 Newborn Diagnosis:9ccs219:Low birth wt:-0.105 Diagnosis:9ccs219:Low birth wt:-0.099 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.097 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.094 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.094 Maternal Diagnosis:9ccs184:Early labor:-0.092 Diagnosis:9ccs138:Esophgeal dx:-0.090 Maternal Maternal Lab History: MONOS-otherPregnancy:0.089 Maternal Diagnosis:9ccs183:HTN in preg:-0.088 Vital: Ht Percentile-avg3to5 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 407 | OR_unadj: 1.123 [0.792 1.592] | indivs AUC:0.524 Correlated most with: Diagnosis:9ccs223:Birth trauma:0.105 Maternal Maternal Lab History: TEST NAME-otherPregnancy:0.104 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:0.100 Maternal Maternal Lab History: UIBC-postPregnancy:-0.095 Maternal Diagnosis:9ccs185:Long pregncy:0.091 Maternal Maternal Lab History: PROGESTERONE-postPregnancy:-0.091 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.086 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy:-0.084 Newborn Diagnosis:9ccs219:Low birth wt:-0.084 Diagnosis:9ccs162:Ot dx bladdr:0.084 Diagnosis:9ccs135:Intest infct | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 470 | OR_unadj: 1.188 [0.925 1.525] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs135:Intest infct:1.000 Number of Visits:0.295 Diagnosis:9ccs126:Ot up rsp in:0.182 Diagnosis:9ccs257:Ot aftercare:0.171 Diagnosis:9ccs7:Viral infect:0.168 Diagnosis:9ccs125:Bronchitis:0.167 Diagnosis:9ccs92:Otitis media:0.154 Diagnosis:9ccs10:Immuniz/scrn:0.145 Diagnosis:9ccs255:Social admin:0.136 Diagnosis:9ccs155:Other GI dx:0.131 Vital: Wt Percentile-gain7to13 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 663 | OR_unadj: 1.165 [0.818 1.659] | indivs AUC:0.568 Correlated most with: Maternal Maternal Lab History: HCG-otherPregnancy:-0.180 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.179 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.175 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.175 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.165 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.155 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.144 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.142 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.135 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:0.129 Maternal Maternal Lab History: ABS LYMPH-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 437 | OR_unadj: 0.870 [0.606 1.251] | indivs AUC:0.520 Correlated most with: Maternal Maternal Lab History: ABS LYMPH-postPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.545 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.466 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.238 Maternal Maternal Lab History: WBC-postPregnancy:0.233 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.195 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.160 Maternal Maternal Lab History: RBC-postPregnancy:0.144 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.137 Maternal Maternal Lab History: FASTING-postPregnancy:0.128 Maternal Maternal Lab History: RBC-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 550 | OR_unadj: 0.781 [0.564 1.080] | indivs AUC:0.495 Correlated most with: Maternal Maternal Lab History: RBC-postPregnancy:1.000 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.770 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.690 Maternal Maternal Lab History: MCH-postPregnancy:-0.345 Maternal Maternal Lab History: MCV-postPregnancy:-0.322 Maternal Maternal Lab History: RBC-otherPregnancy:0.290 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.286 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.270 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.261 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.230 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 561 | OR_unadj: 0.789 [0.525 1.186] | indivs AUC:0.525 Correlated most with: Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:1.000 Maternal Maternal Procedure History:81000-postPregnancy:0.727 Maternal Maternal Procedure History:99401-postPregnancy:0.319 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.308 Maternal Vital: BMI-postPregnancy:0.279 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.250 Maternal Maternal Procedure History:90656-otherPregnancy:-0.246 Maternal Maternal Lab History: POLYS-postPregnancy:0.246 Maternal Maternal Procedure History:99000-postPregnancy:0.235 Maternal Maternal Lab History: CREATININE-otherPregnancy:-0.235 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 550 | OR_unadj: 0.945 [0.680 1.314] | indivs AUC:0.538 Correlated most with: Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:1.000 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.441 Maternal Maternal Lab History: MPV-postPregnancy:-0.417 Maternal Maternal Lab History: MCH-postPregnancy:-0.211 Maternal Maternal Lab History: MCV-postPregnancy:-0.195 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.195 Maternal Maternal Lab History: RBC-postPregnancy:0.190 Maternal Maternal Lab History: MPV-otherPregnancy:-0.177 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.148 Maternal Maternal Lab History: GLOBULIN-postPregnancy:0.148 * Vital: Wt Percentile-avg5to7 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 462 | OR_unadj: 1.576 [1.167 2.127] | indivs AUC:0.533 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.101 Newborn Diagnosis:9ccs217:Ot cong anom:0.098 Maternal Maternal Lab History: TWIN B NT-postPregnancy:-0.096 Maternal Maternal Lab History: TWIN B CRL-postPregnancy:-0.096 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.092 Maternal Maternal Lab History: APTT-postPregnancy:-0.087 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.086 Maternal Maternal Lab History: TSH-postPregnancy:0.085 Lab:323854 CULTURE FECES - Sunrise:0.085 Maternal Diagnosis:9ccs185:Long pregncy:0.083 * Maternal Maternal Lab History: MPV-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 481 | OR_unadj: 0.644 [0.440 0.942] | indivs AUC:0.484 Correlated most with: Maternal Maternal Lab History: MPV-postPregnancy:1.000 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:-0.417 Maternal Maternal Lab History: MPV-otherPregnancy:0.404 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.240 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.217 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:-0.207 Maternal Maternal Lab History: TSH-postPregnancy:0.173 Maternal Maternal Lab History: RBC-postPregnancy:-0.163 Maternal Maternal Lab History: RDW-postPregnancy:0.160 Maternal Maternal Lab History: LDH-postPregnancy:0.157 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 507 | OR_unadj: 0.769 [0.544 1.086] | indivs AUC:0.465 Correlated most with: Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.793 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.616 Maternal Maternal Lab History: WBC-postPregnancy:-0.550 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.466 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.461 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.377 Maternal Maternal Lab History: POLYS-postPregnancy:-0.374 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.312 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.297 Vital: Wt Change-avg7to10 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 504 | OR_unadj: 0.896 [0.600 1.337] | indivs AUC:0.505 Correlated most with: Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.141 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.141 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.130 Diagnosis:9ccs92:Otitis media:-0.126 Number of Visits:-0.120 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.103 Diagnosis:9ccs125:Bronchitis:-0.100 Maternal Maternal Procedure History:90656-postPregnancy:0.100 Maternal Diagnosis:9ccs90:Eye infectn:0.098 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.089 Vital: RR-avg10to13 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 258 | OR_unadj: 1.045 [0.647 1.689] | indivs AUC:0.535 Correlated most with: Maternal Maternal Lab History: MAGNESIUM-otherPregnancy:-0.140 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.135 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.104 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:-0.099 Diagnosis:9ccs2:Septicemia:0.099 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:-0.079 Maternal Diagnosis:9ccs133:Oth low resp:-0.077 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:-0.075 Diagnosis:9ccs125:Bronchitis:0.074 Maternal Maternal Lab History: PT-otherPregnancy:0.072 Vital: Wt Change-avg5to7 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 425 | OR_unadj: 1.110 [0.767 1.607] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs125:Bronchitis:-0.121 Number of Visits:-0.114 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.107 Diagnosis:9ccs92:Otitis media:-0.106 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.105 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.089 Diagnosis:9ccs7:Viral infect:-0.086 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.085 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.084 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.084 Maternal Vital: BP-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 581 | OR_unadj: 0.781 [0.558 1.093] | indivs AUC:0.490 Correlated most with: Maternal Vital: BP-postPregnancy:1.000 Maternal Vital: BP-otherPregnancy:0.422 Maternal Vital: Wt-postPregnancy:0.321 Maternal Vital: Wt-otherPregnancy:0.202 Maternal Vital: Ht-postPregnancy:0.158 Maternal Vital: PL-otherPregnancy:0.157 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.142 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.142 Maternal Vital: HR-postPregnancy:0.138 Maternal Maternal Lab History: VLDL-postPregnancy:0.121 Diagnosis:9ccs74:Ot mentl cnd | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 204 | OR_unadj: 0.817 [0.565 1.182] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs74:Ot mentl cnd:1.000 Diagnosis:9ccs113:Late eff CVD:0.219 Diagnosis:9ccs94:Other ear dx:0.205 Number of Visits:0.187 Diagnosis:9ccs95:Oth nerv dx:0.179 Diagnosis:9ccs10:Immuniz/scrn:0.122 Diagnosis:9ccs70:Schizo/rl dx:0.093 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.091 Diagnosis:9ccs126:Ot up rsp in:0.089 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.081 Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1428 | OR_unadj: 0.961 [0.720 1.284] | indivs AUC:0.455 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:1.000 Diagnosis:9ccs255:Social admin:0.472 Diagnosis:9ccs126:Ot up rsp in:0.309 Number of Visits:0.260 Diagnosis:9ccs7:Viral infect:0.243 Diagnosis:9ccs257:Ot aftercare:0.212 Diagnosis:9ccs92:Otitis media:0.200 Diagnosis:9ccs253:Allergy:0.198 Diagnosis:9ccs125:Bronchitis:0.161 Diagnosis:9ccs90:Eye infectn:0.151 * Vital: Wt Percentile-avg7to10 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 536 | OR_unadj: 1.504 [1.134 1.995] | indivs AUC:0.544 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:-0.097 Diagnosis:9ccs138:Esophgeal dx:-0.096 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.095 Newborn Diagnosis:9ccs191:Amnios dx:0.092 Maternal Diagnosis:9ccs185:Long pregncy:0.092 Maternal Maternal Lab History: TWIN B NT-postPregnancy:-0.088 Maternal Maternal Lab History: TWIN B CRL-postPregnancy:-0.088 Maternal Maternal Procedure History:97035-postPregnancy:-0.084 Maternal Diagnosis:9ccs188:Pelvic obstr:0.084 Maternal Vital: Ht Percentile-postPregnancy:-0.082 * Vital: Wt Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 424 | OR_unadj: 0.622 [0.403 0.960] | indivs AUC:0.467 Correlated most with: Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.136 Maternal Maternal Lab History: IRON-otherPregnancy:-0.125 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.119 Maternal Diagnosis:9ccs140:Gastritis:0.118 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:-0.117 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.113 Maternal Maternal Procedure History:90801-postPregnancy:0.104 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.098 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:-0.097 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.096 Diagnosis:9ccs257:Ot aftercare | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 783 | OR_unadj: 0.992 [0.790 1.245] | indivs AUC:0.459 Correlated most with: Diagnosis:9ccs257:Ot aftercare:1.000 Number of Visits:0.371 Diagnosis:9ccs125:Bronchitis:0.288 Diagnosis:9ccs126:Ot up rsp in:0.279 Diagnosis:9ccs92:Otitis media:0.273 Diagnosis:9ccs7:Viral infect:0.225 Diagnosis:9ccs10:Immuniz/scrn:0.212 Diagnosis:9ccs255:Social admin:0.197 Diagnosis:9ccs128:Asthma:0.189 Diagnosis:9ccs122:Pneumonia:0.182 Maternal Vital: HR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 489 | OR_unadj: 0.990 [0.709 1.381] | indivs AUC:0.489 Correlated most with: Maternal Vital: HR-postPregnancy:1.000 Maternal Vital: HR-otherPregnancy:0.289 Maternal Vital: PL-postPregnancy:0.208 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.180 Maternal Maternal Procedure History:93005-otherPregnancy:-0.148 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.146 Maternal Vital: PL-otherPregnancy:0.143 Maternal Vital: BP-postPregnancy:0.138 Maternal Vital: Wt Change-postPregnancy:0.137 Maternal Diagnosis:9ccs120:Hemmorhoids:0.133 Maternal Diagnosis:9ccs189:Prev c-sectn | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 260 | OR_unadj: 1.185 [0.871 1.613] | indivs AUC:0.520 Correlated most with: Maternal Diagnosis:9ccs189:Prev c-sectn:1.000 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.296 Maternal Diagnosis:9ccs176:Contraceptiv:0.233 MatDeliveryAge:0.193 Maternal Diagnosis:9ccs190:Fetal distrs:-0.173 Maternal Diagnosis:9ccs185:Long pregncy:-0.151 Maternal Diagnosis:9ccs168:PID:0.142 Maternal Diagnosis:9ccs155:Other GI dx:0.101 Newborn Diagnosis:9ccs218:Liveborn:-0.099 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.090 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 504 | OR_unadj: 1.043 [0.709 1.532] | indivs AUC:0.531 Correlated most with: Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.447 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.354 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.312 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.292 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.289 Maternal Maternal Lab History: RBC-postPregnancy:0.230 Maternal Maternal Lab History: WBC-postPregnancy:-0.205 Diagnosis:9ccs109:Acute CVD:0.175 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.166 Diagnosis:9ccs92:Otitis media | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 817 | OR_unadj: 1.012 [0.807 1.269] | indivs AUC:0.464 Correlated most with: Diagnosis:9ccs92:Otitis media:1.000 Number of Visits:0.404 Diagnosis:9ccs126:Ot up rsp in:0.369 Diagnosis:9ccs257:Ot aftercare:0.273 Diagnosis:9ccs128:Asthma:0.232 Diagnosis:9ccs125:Bronchitis:0.230 Diagnosis:9ccs7:Viral infect:0.216 Diagnosis:9ccs255:Social admin:0.205 Diagnosis:9ccs90:Eye infectn:0.204 Diagnosis:9ccs10:Immuniz/scrn:0.200 Vital: Wt Percentile-gain3to7 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 491 | OR_unadj: 1.157 [0.795 1.685] | indivs AUC:0.536 Correlated most with: Diagnosis:9ccs181:Ot preg comp:-0.138 Maternal Maternal Lab History: LEAD LEVEL-otherPregnancy:0.131 Maternal Diagnosis:9ccs84:Headache/mig:0.119 Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:-0.112 Maternal Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:-0.112 Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.108 Newborn Diagnosis:9ccs220:Birth asphyx:0.098 Maternal Maternal Lab History: APTT-postPregnancy:-0.092 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:-0.091 Maternal Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.090 Vital: Wt Change-avg3to5 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 370 | OR_unadj: 0.972 [0.656 1.439] | indivs AUC:0.549 Correlated most with: Maternal Diagnosis:9ccs194:Forceps del:-0.128 Number of Visits:-0.115 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.113 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.113 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.102 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.099 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.097 Diagnosis:9ccs133:Oth low resp:-0.097 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.093 Maternal Maternal Lab History: IRON-postPregnancy:-0.093 Maternal Maternal Lab History: RDW-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 550 | OR_unadj: 0.926 [0.655 1.310] | indivs AUC:0.528 Correlated most with: Maternal Maternal Lab History: RDW-postPregnancy:1.000 Maternal Maternal Lab History: MCH-postPregnancy:-0.561 Maternal Maternal Lab History: MCV-postPregnancy:-0.551 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.496 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:-0.407 Maternal Maternal Lab History: RDW-otherPregnancy:0.351 Maternal Maternal Lab History: MCH-otherPregnancy:-0.323 Maternal Maternal Lab History: MCV-otherPregnancy:-0.301 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.276 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.265 Maternal Maternal Lab History: WBC-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 549 | OR_unadj: 1.015 [0.727 1.418] | indivs AUC:0.526 Correlated most with: Maternal Maternal Lab History: WBC-postPregnancy:1.000 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.789 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.661 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.550 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.465 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.356 Maternal Maternal Lab History: WBC-otherPregnancy:0.296 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.233 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.228 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:-0.222 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 550 | OR_unadj: 0.931 [0.684 1.267] | indivs AUC:0.501 Correlated most with: Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.945 Maternal Maternal Lab History: RBC-postPregnancy:0.770 Maternal Maternal Lab History: RDW-postPregnancy:-0.407 Maternal Maternal Lab History: MCV-postPregnancy:0.351 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.317 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.313 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.297 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.289 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.289 Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 466 | OR_unadj: 0.954 [0.738 1.234] | indivs AUC:0.485 Correlated most with: Diagnosis:9ccs155:Other GI dx:1.000 Number of Visits:0.323 Diagnosis:9ccs7:Viral infect:0.202 Diagnosis:9ccs154:Gastroent:0.191 Diagnosis:9ccs253:Allergy:0.183 Diagnosis:9ccs133:Oth low resp:0.172 Diagnosis:9ccs126:Ot up rsp in:0.171 Diagnosis:9ccs200:Oth skin dx:0.168 Diagnosis:9ccs257:Ot aftercare:0.152 Diagnosis:9ccs10:Immuniz/scrn:0.146 Maternal Maternal Lab History: MCH-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 550 | OR_unadj: 0.875 [0.645 1.187] | indivs AUC:0.523 Correlated most with: Maternal Maternal Lab History: MCH-postPregnancy:1.000 Maternal Maternal Lab History: MCV-postPregnancy:0.745 Maternal Maternal Lab History: RDW-postPregnancy:-0.561 Maternal Maternal Lab History: MCH-otherPregnancy:0.447 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.397 Maternal Maternal Lab History: MCV-otherPregnancy:0.389 Maternal Maternal Lab History: RBC-postPregnancy:-0.345 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.289 Maternal Maternal Lab History: RDW-otherPregnancy:-0.273 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:-0.211 Vital: Wt Change-avg1to3 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 316 | OR_unadj: 0.819 [0.534 1.257] | indivs AUC:0.475 Correlated most with: Diagnosis:9ccs162:Ot dx bladdr:-0.124 Maternal Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:-0.113 Diagnosis:9ccs2619:e codes: other specified- nec:0.107 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.097 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.092 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.091 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.090 Maternal Maternal Lab History: IRON-otherPregnancy:0.087 Maternal Maternal Lab History: NT MoM-postPregnancy:-0.086 Maternal Diagnosis:9ccs170:Prolapse:0.085 Diagnosis:9ccs126:Ot up rsp in | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1288 | OR_unadj: 0.968 [0.750 1.249] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:1.000 Number of Visits:0.440 Diagnosis:9ccs92:Otitis media:0.369 Diagnosis:9ccs255:Social admin:0.356 Diagnosis:9ccs10:Immuniz/scrn:0.309 Diagnosis:9ccs257:Ot aftercare:0.279 Diagnosis:9ccs7:Viral infect:0.270 Diagnosis:9ccs125:Bronchitis:0.250 Diagnosis:9ccs90:Eye infectn:0.206 Diagnosis:9ccs253:Allergy:0.198 Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 507 | OR_unadj: 0.895 [0.695 1.152] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs200:Oth skin dx:1.000 Number of Visits:0.249 Diagnosis:9ccs253:Allergy:0.229 Diagnosis:9ccs7:Viral infect:0.216 Diagnosis:9ccs239:Superfic inj:0.169 Diagnosis:9ccs155:Other GI dx:0.168 Diagnosis:9ccs198:Ot infl skin:0.160 Diagnosis:9ccs126:Ot up rsp in:0.151 Diagnosis:9ccs10:Immuniz/scrn:0.148 Diagnosis:9ccs133:Oth low resp:0.147 Newborn Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 71 | OR_unadj: 1.211 [0.701 2.093] | indivs AUC:0.505 Correlated most with: Newborn Diagnosis:9ccs259:Unclassified:1.000 Maternal Diagnosis:9ccs186:DM in preg:0.347 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.241 Maternal Diagnosis:9ccs49:DiabMel no c:0.168 Maternal Diagnosis:9ccs130:Pleurisy:0.164 MatDeliveryAge:0.132 Diagnosis:9ccs56:Cystic fibro:0.132 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.132 Maternal Diagnosis:9ccs97:Carditis:0.116 Maternal Diagnosis:9ccs67:Subst-r mntl:0.116 Newborn Diagnosis:9ccs222:Perint jaund | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 184 | OR_unadj: 1.088 [0.758 1.563] | indivs AUC:0.503 Correlated most with: Newborn Diagnosis:9ccs222:Perint jaund:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.329 Maternal Diagnosis:9ccs184:Early labor:0.276 Newborn Diagnosis:9ccs256:Exam/eval:0.269 Diagnosis:9ccs219:Low birth wt:0.213 Newborn Diagnosis:9ccs253:Allergy:0.185 Newborn Diagnosis:9ccs221:Resp distres:0.144 Maternal Diagnosis:9ccs183:HTN in preg:0.127 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.121 Newborn Diagnosis:9ccs224:Ot perint dx:0.121 Vital: HR-avg0to1 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 196 | OR_unadj: 1.544 [0.961 2.479] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs104:Oth heart dx:0.167 Diagnosis:9ccs259:Unclassified:0.140 Maternal Diagnosis:9ccs138:Esophgeal dx:0.136 Maternal Diagnosis:9ccs107:Cardia arrst:0.103 Newborn Diagnosis:9ccs204:Ot joint dx:0.093 Newborn Diagnosis:9ccs239:Superfic inj:-0.091 Newborn Diagnosis:9ccs104:Oth heart dx:-0.091 Newborn Diagnosis:9ccs97:Carditis:-0.091 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.082 Diagnosis:9ccs162:Ot dx bladdr:-0.082 Maternal Diagnosis:9ccs49:DiabMel no c | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 45 | OR_unadj: 1.619 [0.853 3.076] | indivs AUC:0.495 Correlated most with: Maternal Diagnosis:9ccs49:DiabMel no c:1.000 Maternal Diagnosis:9ccs186:DM in preg:0.454 Newborn Diagnosis:9ccs259:Unclassified:0.168 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.161 Diagnosis:9ccs5:HIV infectn:0.147 Maternal Diagnosis:9ccs67:Subst-r mntl:0.147 Maternal Diagnosis:9ccs72:Anxiety dx:0.147 Newborn Diagnosis:9ccs130:Pleurisy:0.147 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.127 MatDeliveryAge:0.121 Vital: Wt Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 363 | OR_unadj: 1.189 [0.815 1.732] | indivs AUC:0.515 Correlated most with: Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.150 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.137 Diagnosis:9ccs181:Ot preg comp:0.135 Maternal Maternal Lab History: IRON-otherPregnancy:0.131 Diagnosis:9ccs129:Asp pneumon:-0.130 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.128 Maternal Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.125 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.125 Newborn Diagnosis:9ccs166:Oth male gen:0.124 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.121 Maternal Diagnosis:9ccs10:Immuniz/scrn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 181 | OR_unadj: 1.193 [0.834 1.706] | indivs AUC:0.518 Correlated most with: Maternal Diagnosis:9ccs10:Immuniz/scrn:1.000 Maternal Diagnosis:9ccs181:Ot preg comp:0.536 Diagnosis:9ccs167:Breast dx:0.102 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.089 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.087 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.082 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.082 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.079 Maternal Vital: SpO2-otherPregnancy:-0.078 Maternal Maternal Lab History: T-3(Total)-postPregnancy:0.078 Vital: Wt Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 299 | OR_unadj: 1.324 [0.896 1.956] | indivs AUC:0.514 Correlated most with: Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.127 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.123 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.117 Maternal Maternal Lab History: HCG-otherPregnancy:-0.117 Newborn Diagnosis:9ccs252:Fatigue:0.116 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.116 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.115 Maternal Diagnosis:9ccs185:Long pregncy:0.114 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.114 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.114 Vital: HR-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 273 | OR_unadj: 0.649 [0.397 1.061] | indivs AUC:0.486 Correlated most with: Maternal Maternal Lab History: FOLATE-postPregnancy:-0.107 Diagnosis:9ccs70:Schizo/rl dx:-0.102 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.100 Diagnosis:9ccs9:Sexual Infxs:0.091 Diagnosis:9ccs44:Neoplsm unsp:-0.089 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:-0.088 Maternal Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:-0.088 Maternal Diagnosis:9ccs8:Oth infectns:-0.087 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.082 Diagnosis:9ccs230:Fx leg:-0.081 * Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 439 | OR_unadj: 0.670 [0.455 0.986] | indivs AUC:0.455 Correlated most with: Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:1.000 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.562 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.273 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.175 Maternal Maternal Lab History: AST-otherPregnancy:0.138 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:-0.122 Newborn Diagnosis:9ccs204:Ot joint dx:0.117 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.114 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.105 Maternal Maternal Lab History: AST-postPregnancy:0.104 Vital: Ht Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 452 | OR_unadj: 0.762 [0.526 1.105] | indivs AUC:0.466 Correlated most with: Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.162 Newborn Diagnosis:9ccs220:Birth asphyx:0.121 Maternal Maternal Lab History: UIBC-postPregnancy:-0.112 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.112 Maternal Maternal Lab History: PROGESTERONE-postPregnancy:-0.110 Maternal Diagnosis:9ccs198:Ot infl skin:0.106 Maternal Maternal Lab History: MONOS-otherPregnancy:-0.099 Maternal Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:-0.098 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.093 Maternal Maternal Lab History: TSH-postPregnancy:0.091 Diagnosis:9ccs90:Eye infectn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 443 | OR_unadj: 1.060 [0.819 1.372] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs90:Eye infectn:1.000 Number of Visits:0.288 Diagnosis:9ccs126:Ot up rsp in:0.206 Diagnosis:9ccs92:Otitis media:0.204 Diagnosis:9ccs7:Viral infect:0.180 Diagnosis:9ccs125:Bronchitis:0.175 Diagnosis:9ccs91:Other eye dx:0.173 Diagnosis:9ccs10:Immuniz/scrn:0.151 Diagnosis:9ccs257:Ot aftercare:0.148 Diagnosis:9ccs155:Other GI dx:0.131 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 439 | OR_unadj: 0.858 [0.606 1.215] | indivs AUC:0.530 Correlated most with: Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:1.000 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.793 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.751 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:-0.545 Maternal Maternal Lab History: WBC-postPregnancy:0.465 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.447 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.368 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.364 Maternal Maternal Lab History: RBC-postPregnancy:-0.261 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.227 * Diagnosis:9ccs128:Asthma | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 202 | OR_unadj: 1.499 [1.080 2.082] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs128:Asthma:1.000 Number of Visits:0.320 Diagnosis:9ccs122:Pneumonia:0.304 Diagnosis:9ccs125:Bronchitis:0.246 Diagnosis:9ccs92:Otitis media:0.232 Diagnosis:9ccs257:Ot aftercare:0.189 Diagnosis:9ccs133:Oth low resp:0.170 Diagnosis:9ccs127:COPD:0.160 Diagnosis:9ccs126:Ot up rsp in:0.156 Diagnosis:9ccs7:Viral infect:0.137 * Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 162 | OR_unadj: 1.954 [1.381 2.764] | indivs AUC:0.516 Correlated most with: Diagnosis:9ccs58:Ot nutrit dx:1.000 Number of Visits:0.168 Diagnosis:9ccs155:Other GI dx:0.133 Diagnosis:9ccs52:Nutrit defic:0.130 Diagnosis:9ccs232:Sprain:0.106 Diagnosis:9ccs239:Superfic inj:0.093 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.089 Diagnosis:9ccs133:Oth low resp:0.088 Diagnosis:9ccs200:Oth skin dx:0.087 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.087 Vital: HR-avg16to19 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 366 | OR_unadj: 1.321 [0.899 1.943] | indivs AUC:0.492 Correlated most with: Diagnosis:9ccs231:Oth fracture:0.137 Diagnosis:9ccs2619:e codes: other specified- nec:0.116 Maternal Diagnosis:9ccs135:Intest infct:0.102 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.100 Diagnosis:9ccs228:Fx skull fac:0.098 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.092 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.089 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.085 Diagnosis:9ccs125:Bronchitis:0.084 Newborn Diagnosis:9ccs217:Ot cong anom:0.083 Maternal Diagnosis:9ccs176:Contraceptiv | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 154 | OR_unadj: 0.843 [0.556 1.278] | indivs AUC:0.493 Correlated most with: Maternal Diagnosis:9ccs176:Contraceptiv:1.000 MatDeliveryAge:0.243 Maternal Diagnosis:9ccs189:Prev c-sectn:0.233 Maternal Diagnosis:9ccs143:Abdom hernia:0.109 Maternal Maternal Lab History: CREATININE-postPregnancy:0.086 Maternal Diagnosis:9ccs190:Fetal distrs:-0.081 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.080 Diagnosis:9ccs76:Meningitis:0.079 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.079 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.078 Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 159 | OR_unadj: 1.256 [0.863 1.827] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.473 Newborn Diagnosis:9ccs96:Hrt valve dx:0.250 Diagnosis:9ccs117:Ot circul dx:0.228 Newborn Diagnosis:9ccs213:Cardiac anom:0.208 Newborn Diagnosis:9ccs216:Nerv cong an:0.131 Diagnosis:9ccs245:Syncope:0.131 Diagnosis:9ccs244:Other injury:0.101 Maternal Diagnosis:9ccs149:Biliary dx:0.101 Diagnosis:9ccs91:Other eye dx:0.097 Vital: Wt for Len Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 504 | OR_unadj: 1.284 [0.941 1.751] | indivs AUC:0.596 Correlated most with: Maternal Diagnosis:9ccs36:Thyroid cncr:0.083 Maternal Maternal Diagnosis:9ccs225:Joint injury-postPregnancy:0.075 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.075 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.072 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.070 Maternal Diagnosis:9ccs190:Fetal distrs:0.069 Diagnosis:9ccs2620:E Codes: Unspecified:-0.068 Lab:294147 FREE T4 - LMC:0.066 Maternal Maternal Lab History: ANION GAP-postPregnancy:-0.066 Maternal Maternal Procedure History:90746-postPregnancy:0.066 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 223 | OR_unadj: 0.953 [0.574 1.583] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:1.000 Lab:294147 FREE T4 - LMC:-0.208 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.203 Lab:294205 TSH REFLEX TO FT4 - LMC:0.167 Maternal Diagnosis:9ccs186:DM in preg:0.167 Diagnosis:9ccs204:Ot joint dx:0.160 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.142 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.137 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.131 Maternal Maternal Lab History: ALT-postPregnancy:0.131 Vital: Wt for Len Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 495 | OR_unadj: 1.260 [0.921 1.724] | indivs AUC:0.589 Correlated most with: Diagnosis:9ccs214:GI cong anom:-0.122 Maternal Maternal Procedure History:92551-postPregnancy:0.116 Diagnosis:9ccs141:Ot dx stomch:-0.088 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.084 Maternal Diagnosis:9ccs36:Thyroid cncr:0.080 Diagnosis:9ccs3:Oth bact inf:-0.076 Maternal Diagnosis:9ccs190:Fetal distrs:0.072 Maternal Maternal Diagnosis:9ccs225:Joint injury-postPregnancy:0.070 Maternal Diagnosis:9ccs106:Dysrhythmia:-0.068 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.067 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 122 | OR_unadj: 1.451 [0.788 2.673] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:1.000 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.660 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.544 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.529 Maternal Maternal Lab History: VLDL-postPregnancy:0.502 Maternal Maternal Lab History: LDL-postPregnancy:0.433 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.335 Maternal Vital: Wt-postPregnancy:0.222 Diagnosis:9ccs109:Acute CVD:0.201 Maternal Maternal Lab History: ALT-postPregnancy:0.198 Vital: RR-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 165 | OR_unadj: 1.209 [0.727 2.010] | indivs AUC:0.470 Correlated most with: Diagnosis:9ccs230:Fx leg:-0.146 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:-0.114 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.107 Maternal Diagnosis:9ccs133:Oth low resp:-0.103 Maternal Diagnosis:9ccs259:Unclassified:-0.083 Diagnosis:9ccs75:Hx mental dx:-0.080 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.070 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.070 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:-0.065 Diagnosis:9ccs244:Other injury:-0.063 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 550 | OR_unadj: 1.000 [0.742 1.347] | indivs AUC:0.522 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:1.000 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.945 Maternal Maternal Lab History: RBC-postPregnancy:0.690 Maternal Maternal Lab History: RDW-postPregnancy:-0.496 Maternal Maternal Lab History: MCH-postPregnancy:0.397 Maternal Maternal Lab History: MCV-postPregnancy:0.389 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.377 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.325 Maternal Maternal Lab History: MCH-otherPregnancy:0.281 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.274 Vital: HR-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 265 | OR_unadj: 0.901 [0.585 1.388] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs230:Fx leg:-0.135 Maternal Maternal Procedure History:96372-otherPregnancy:0.122 Maternal Diagnosis:9ccs83:Epilepsy/cnv:-0.119 Diagnosis:9ccs7:Viral infect:0.104 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.103 Diagnosis:9ccs9:Sexual Infxs:0.101 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.095 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:-0.095 Newborn Diagnosis:9ccs191:Amnios dx:0.090 Maternal Maternal Lab History: BILE ACIDS-postPregnancy:0.086 Diagnosis:9ccs125:Bronchitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 481 | OR_unadj: 0.983 [0.763 1.267] | indivs AUC:0.531 Correlated most with: Diagnosis:9ccs125:Bronchitis:1.000 Number of Visits:0.293 Diagnosis:9ccs257:Ot aftercare:0.288 Diagnosis:9ccs126:Ot up rsp in:0.250 Diagnosis:9ccs128:Asthma:0.246 Diagnosis:9ccs92:Otitis media:0.230 Diagnosis:9ccs7:Viral infect:0.219 Diagnosis:9ccs122:Pneumonia:0.187 Diagnosis:9ccs90:Eye infectn:0.175 Diagnosis:9ccs135:Intest infct:0.167 Vital: Wt Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 396 | OR_unadj: 1.125 [0.805 1.571] | indivs AUC:0.529 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.114 Newborn Diagnosis:9ccs217:Ot cong anom:0.107 Maternal Maternal Lab History: IRON-postPregnancy:-0.103 Maternal Diagnosis:9ccs185:Long pregncy:0.088 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.087 Maternal Maternal Lab History: TSH-postPregnancy:0.086 Maternal Maternal Lab History: LH-postPregnancy:0.085 Lab:323854 CULTURE FECES - Sunrise:0.081 Maternal Diagnosis:9ccs82:Paralysis:-0.079 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.077 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 436 | OR_unadj: 0.813 [0.567 1.167] | indivs AUC:0.480 Correlated most with: Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:1.000 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.701 Maternal Maternal Lab History: WBC-postPregnancy:0.661 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:0.562 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.377 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.364 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:-0.176 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.173 Maternal Maternal Lab History: RBC-postPregnancy:-0.173 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:-0.169 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 435 | OR_unadj: 0.805 [0.541 1.197] | indivs AUC:0.512 Correlated most with: Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:1.000 Maternal Maternal Lab History: WBC-postPregnancy:0.789 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.751 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.701 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.616 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.314 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.289 Maternal Maternal Lab History: WBC-otherPregnancy:0.245 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.227 Maternal Maternal Lab History: RBC-postPregnancy:-0.226 Vital: RR-avg7to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 249 | OR_unadj: 1.208 [0.786 1.858] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs7:Viral infect:0.109 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.099 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.098 Diagnosis:9ccs105:Conduction:0.094 Maternal Maternal Lab History: BASOPHIL-otherPregnancy:-0.094 Maternal Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:-0.093 Diagnosis:9ccs125:Bronchitis:0.093 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.088 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.085 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.085 Diagnosis:9ccs197:Skin infectn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 189 | OR_unadj: 1.047 [0.730 1.501] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs197:Skin infectn:1.000 Number of Visits:0.162 Diagnosis:9ccs239:Superfic inj:0.115 Diagnosis:9ccs10:Immuniz/scrn:0.108 Diagnosis:9ccs253:Allergy:0.105 Diagnosis:9ccs137:Mouth dx:0.104 Diagnosis:9ccs138:Esophgeal dx:0.103 Diagnosis:9ccs200:Oth skin dx:0.103 Diagnosis:9ccs92:Otitis media:0.099 Diagnosis:9ccs7:Viral infect:0.089 Vital: Ht Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 371 | OR_unadj: 1.004 [0.693 1.454] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.111 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.099 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.097 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.097 Maternal Diagnosis:9ccs185:Long pregncy:0.096 Maternal Diagnosis:9ccs184:Early labor:-0.095 Newborn Diagnosis:9ccs219:Low birth wt:-0.091 Maternal Diagnosis:9ccs183:HTN in preg:-0.088 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.087 Maternal Maternal Lab History: IRON-otherPregnancy:-0.084 Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 244 | OR_unadj: 1.121 [0.815 1.542] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs133:Oth low resp:1.000 Number of Visits:0.321 Diagnosis:9ccs256:Exam/eval:0.184 Diagnosis:9ccs155:Other GI dx:0.172 Diagnosis:9ccs128:Asthma:0.170 Diagnosis:9ccs154:Gastroent:0.166 Diagnosis:9ccs253:Allergy:0.164 Diagnosis:9ccs126:Ot up rsp in:0.155 Diagnosis:9ccs127:COPD:0.155 Diagnosis:9ccs7:Viral infect:0.149 Vital: Ht Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 309 | OR_unadj: 1.145 [0.783 1.674] | indivs AUC:0.507 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.139 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.121 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.120 Maternal Maternal Lab History: HCG-otherPregnancy:-0.117 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.115 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.110 Maternal Maternal Procedure History:97803-otherPregnancy:-0.109 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.107 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.103 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.099 Diagnosis:9ccs198:Ot infl skin | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 237 | OR_unadj: 1.022 [0.735 1.419] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs198:Ot infl skin:1.000 Diagnosis:9ccs253:Allergy:0.187 Diagnosis:9ccs200:Oth skin dx:0.160 Number of Visits:0.121 Diagnosis:9ccs10:Immuniz/scrn:0.106 Diagnosis:9ccs7:Viral infect:0.101 Diagnosis:9ccs126:Ot up rsp in:0.097 Diagnosis:9ccs255:Social admin:0.089 Diagnosis:9ccs72:Anxiety dx:0.085 Diagnosis:9ccs92:Otitis media:0.082 Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 156 | OR_unadj: 0.984 [0.661 1.465] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs91:Other eye dx:1.000 Diagnosis:9ccs89:Blindness:0.242 Diagnosis:9ccs90:Eye infectn:0.173 Number of Visits:0.142 Diagnosis:9ccs7:Viral infect:0.121 Diagnosis:9ccs217:Ot cong anom:0.110 Maternal Diagnosis:9ccs133:Oth low resp:0.108 Diagnosis:9ccs44:Neoplsm unsp:0.108 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.100 Diagnosis:9ccs96:Hrt valve dx:0.097 Maternal Maternal Lab History: BASOPHIL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 485 | OR_unadj: 0.826 [0.561 1.217] | indivs AUC:0.527 Correlated most with: Maternal Maternal Lab History: BASOPHIL-postPregnancy:1.000 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.461 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.368 Maternal Maternal Lab History: WBC-postPregnancy:-0.356 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.317 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.314 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.292 Maternal Maternal Lab History: RBC-postPregnancy:0.270 Maternal Maternal Lab History: POLYS-postPregnancy:-0.242 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.240 Vital: RR-avg19to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 186 | OR_unadj: 1.215 [0.655 2.254] | indivs AUC:0.480 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.309 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.303 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:0.269 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:0.233 Maternal Diagnosis:9ccs55:Fluid/elc dx:0.155 Maternal Maternal Lab History: ALT-otherPregnancy:0.141 Diagnosis:9ccs61:Sickle cell:0.135 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:-0.134 Newborn Diagnosis:9ccs252:Fatigue:0.132 Maternal Maternal Lab History: FOLATE-postPregnancy:-0.124 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 335 | OR_unadj: 1.210 [0.822 1.780] | indivs AUC:0.501 Correlated most with: Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.201 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.197 Maternal Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:0.182 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.178 Maternal Diagnosis:9ccs142:Appendicitis:0.162 Maternal Vital: RR-otherPregnancy:0.159 Maternal Vital: Ht Percentile-postPregnancy:0.156 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy:0.150 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:-0.142 Vital: Wt Change-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 225 | OR_unadj: 0.845 [0.517 1.380] | indivs AUC:0.490 Correlated most with: Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.168 Maternal Diagnosis:9ccs95:Oth nerv dx:0.159 Diagnosis:9ccs222:Perint jaund:-0.119 Maternal Maternal Lab History: MONOS-otherPregnancy:0.119 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.114 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.110 Maternal Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:-0.108 Lab:323854 CULTURE FECES - Sunrise:0.108 Maternal Maternal Lab History: LH-postPregnancy:0.103 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.102 Diagnosis:9ccs222:Perint jaund | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 225 | OR_unadj: 0.925 [0.656 1.303] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs222:Perint jaund:1.000 Diagnosis:9ccs151:Oth liver dx:0.181 Newborn Diagnosis:9ccs222:Perint jaund:0.108 Lab:294203 BILIRUBIN TOTAL - LMC:-0.101 Maternal Diagnosis:9ccs253:Allergy:0.089 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.077 Maternal Diagnosis:9ccs7:Viral infect:0.075 Diagnosis:9ccs224:Ot perint dx:0.073 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.070 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:-0.069 Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 1.032 [0.714 1.490] | indivs AUC:0.518 Correlated most with: Diagnosis:9ccs59:Anemia:1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.135 Diagnosis:9ccs216:Nerv cong an:0.108 Number of Visits:0.088 Diagnosis:9ccs10:Immuniz/scrn:0.085 Diagnosis:9ccs255:Social admin:0.076 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.076 Diagnosis:9ccs245:Syncope:0.076 Diagnosis:9ccs137:Mouth dx:0.075 Diagnosis:9ccs4:Mycoses:0.074 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 333 | OR_unadj: 0.596 [0.351 1.010] | indivs AUC:0.499 Correlated most with: Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:1.000 Maternal Maternal Procedure History:81025-postPregnancy:0.333 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.254 Maternal Maternal Procedure History:58300-postPregnancy:-0.213 Maternal Maternal Procedure History:96372-postPregnancy:0.206 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.177 Maternal Maternal Procedure History:J1055-postPregnancy:0.163 Maternal Diagnosis:9ccs217:Ot cong anom:0.153 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.148 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.143 Newborn Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs155:Other GI dx:1.000 Maternal Diagnosis:9ccs56:Cystic fibro:0.500 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.448 Maternal Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:0.412 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:-0.354 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.326 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.302 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.295 Diagnosis:9ccs56:Cystic fibro:0.287 Maternal Maternal Lab History: GENTAMICIN PEAK-postPregnancy:0.276 Maternal Maternal Procedure History:81000-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 321 | OR_unadj: 0.850 [0.478 1.511] | indivs AUC:0.552 Correlated most with: Maternal Maternal Procedure History:81000-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.727 Maternal Maternal Procedure History:99401-postPregnancy:0.343 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.336 Maternal Vital: BMI-postPregnancy:0.331 Maternal Maternal Lab History: POLYS-postPregnancy:0.269 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.253 Maternal Maternal Procedure History:86703-postPregnancy:0.252 Maternal Maternal Procedure History:81000-otherPregnancy:0.237 Maternal Maternal Procedure History:90656-otherPregnancy:-0.210 Diagnosis:9ccs165:Inf male gen | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 1.473 [0.782 2.774] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs165:Inf male gen:1.000 Newborn Diagnosis:9ccs229:Fx arm:0.142 Newborn Diagnosis:9ccs2620:E Codes: Unspecified:0.142 Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:0.142 Newborn Diagnosis:9ccs252:Fatigue:0.142 Diagnosis:9ccs9:Sexual Infxs:0.142 Maternal Diagnosis:9ccs1:Tuberculosis:0.142 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.136 Diagnosis:9ccs2603:E Codes: Fall:0.124 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.123 Vital: Ht Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 388 | OR_unadj: 1.032 [0.709 1.504] | indivs AUC:0.540 Correlated most with: Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.159 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.136 Maternal Maternal Procedure History:97803-otherPregnancy:0.133 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.119 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.119 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.118 Maternal Diagnosis:9ccs58:Ot nutrit dx:-0.117 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:-0.116 Maternal Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:-0.114 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.108 Newborn Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 1.154 [0.611 2.181] | indivs AUC:0.476 Correlated most with: Newborn Diagnosis:9ccs217:Ot cong anom:1.000 Newborn Diagnosis:9ccs191:Amnios dx:0.240 Newborn Diagnosis:9ccs215:gu cong anom:0.150 Diagnosis:9ccs217:Ot cong anom:0.147 Diagnosis:9ccs163:Other GU dx:0.147 Diagnosis:9ccs109:Acute CVD:0.135 Newborn Diagnosis:9ccs166:Oth male gen:0.135 Maternal Diagnosis:9ccs200:Oth skin dx:0.135 Maternal Diagnosis:9ccs90:Eye infectn:0.135 Newborn Diagnosis:9ccs138:Esophgeal dx:0.135 Maternal Maternal Procedure History:99000-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 312 | OR_unadj: 0.695 [0.395 1.225] | indivs AUC:0.503 Correlated most with: Maternal Maternal Procedure History:99000-postPregnancy:1.000 Maternal Maternal Procedure History:99401-postPregnancy:0.236 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.235 Maternal Maternal Procedure History:86703-postPregnancy:0.227 Maternal Maternal Lab History: A/G-postPregnancy:0.212 Maternal Maternal Procedure History:99000-otherPregnancy:-0.210 Maternal Maternal Procedure History:81000-postPregnancy:0.210 Maternal Maternal Lab History: HCG-otherPregnancy:0.201 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.196 Maternal Maternal Procedure History:90656-otherPregnancy:-0.194 Vital: RR-avg13to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 199 | OR_unadj: 1.538 [0.931 2.540] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs188:Pelvic obstr:0.238 Diagnosis:9ccs181:Ot preg comp:-0.130 Maternal Diagnosis:9ccs74:Ot mentl cnd:0.127 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.110 Maternal Maternal Lab History: MAGNESIUM-otherPregnancy:-0.103 Maternal Maternal Procedure History:J7302-postPregnancy:-0.102 Maternal Maternal Lab History: UIBC-postPregnancy:-0.102 Newborn Diagnosis:9ccs47:Ot bnign neo:0.096 Maternal Vital: Wt Change-otherPregnancy:0.090 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.086 Maternal Maternal Lab History: POTASSIUM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 315 | OR_unadj: 0.735 [0.466 1.159] | indivs AUC:0.480 Correlated most with: Maternal Maternal Lab History: POTASSIUM-postPregnancy:1.000 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:0.235 Maternal Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:-0.153 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.153 Maternal Maternal Procedure History:90472-postPregnancy:0.146 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.135 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.134 Maternal Maternal Procedure History:92551-postPregnancy:0.129 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.127 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.127 Newborn Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 0.555 [0.163 1.885] | indivs AUC:0.499 Correlated most with: Newborn Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.329 Diagnosis:9ccs96:Hrt valve dx:0.250 Maternal Diagnosis:9ccs169:Endometrios:0.212 Maternal Diagnosis:9ccs142:Appendicitis:0.212 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.192 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.186 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.185 Maternal Maternal Lab History: TWIN B NT-postPregnancy:0.175 Maternal Maternal Lab History: TWIN B CRL-postPregnancy:0.175 Diagnosis:9ccs4:Mycoses | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 1.068 [0.742 1.539] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs4:Mycoses:1.000 Number of Visits:0.185 Diagnosis:9ccs92:Otitis media:0.150 Diagnosis:9ccs200:Oth skin dx:0.133 Diagnosis:9ccs253:Allergy:0.131 Diagnosis:9ccs126:Ot up rsp in:0.128 Diagnosis:9ccs7:Viral infect:0.095 Diagnosis:9ccs155:Other GI dx:0.087 Diagnosis:9ccs76:Meningitis:0.082 Diagnosis:9ccs257:Ot aftercare:0.081 Maternal Maternal Lab History: CREATININE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 317 | OR_unadj: nan [ nan nan] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: CREATININE-postPregnancy:1.000 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.435 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.366 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.331 Maternal Maternal Procedure History:99000-otherPregnancy:0.220 Maternal Maternal Lab History: INR-postPregnancy:0.214 Maternal Maternal Procedure History:90656-otherPregnancy:0.211 Maternal Vital: Temp-postPregnancy:0.196 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.195 Maternal Maternal Procedure History:J7300-postPregnancy:0.169 Newborn Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 105 | OR_unadj: 0.620 [0.360 1.069] | indivs AUC:0.470 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:1.000 Maternal Diagnosis:9ccs184:Early labor:0.770 Diagnosis:9ccs219:Low birth wt:0.467 Newborn Diagnosis:9ccs256:Exam/eval:0.332 Newborn Diagnosis:9ccs222:Perint jaund:0.329 Newborn Diagnosis:9ccs221:Resp distres:0.314 Maternal Diagnosis:9ccs182:Hemorr preg:0.215 Newborn Diagnosis:9ccs253:Allergy:0.213 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.202 Maternal Diagnosis:9ccs159:UTI:0.167 Maternal Vital: Ht-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 261 | OR_unadj: 0.765 [0.475 1.231] | indivs AUC:0.503 Correlated most with: Maternal Vital: Ht-otherPregnancy:1.000 Maternal Vital: Ht-postPregnancy:0.602 Maternal Vital: Wt-otherPregnancy:0.369 Maternal Vital: BP-otherPregnancy:0.285 Maternal Vital: Wt-postPregnancy:0.240 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.161 Maternal Vital: Wt Percentile-postPregnancy:0.160 Maternal Vital: Ht Percentile-otherPregnancy:0.156 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.153 Maternal Maternal Procedure History:99000-postPregnancy:0.148 Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 117 | OR_unadj: 1.492 [0.984 2.262] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs259:Unclassified:1.000 Diagnosis:9ccs143:Abdom hernia:0.100 Maternal Diagnosis:9ccs126:Ot up rsp in:0.089 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.089 Newborn Diagnosis:9ccs252:Fatigue:0.089 Newborn Diagnosis:9ccs204:Ot joint dx:0.089 Diagnosis:9ccs104:Oth heart dx:0.089 Maternal Diagnosis:9ccs167:Breast dx:0.089 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.086 Diagnosis:9ccs250:Nausea/vomit:0.084 Maternal Vital: Temp-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 242 | OR_unadj: 1.074 [0.524 2.198] | indivs AUC:0.466 Correlated most with: Maternal Vital: Temp-postPregnancy:1.000 Maternal Vital: Temp-otherPregnancy:0.232 Maternal Maternal Lab History: CREATININE-postPregnancy:0.196 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.163 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.160 Maternal Maternal Procedure History:86703-otherPregnancy:-0.160 Maternal Maternal Lab History: MCV-postPregnancy:-0.158 Maternal Maternal Lab History: RDW-postPregnancy:0.146 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.144 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:-0.138 * Maternal Diagnosis:9ccs188:Pelvic obstr | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 43 | OR_unadj: 1.931 [1.020 3.653] | indivs AUC:0.501 Correlated most with: Maternal Diagnosis:9ccs188:Pelvic obstr:1.000 Diagnosis:9ccs223:Birth trauma:0.152 Newborn Diagnosis:9ccs252:Fatigue:0.151 Newborn Diagnosis:9ccs204:Ot joint dx:0.151 Maternal Diagnosis:9ccs217:Ot cong anom:0.151 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.144 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.138 Lab:294048 STOOL CULTURE - LMC:-0.125 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.124 Maternal Diagnosis:9ccs155:Other GI dx:0.107 Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 128 | OR_unadj: 1.484 [0.995 2.214] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs136:Teeth dx:1.000 Number of Visits:0.153 Diagnosis:9ccs7:Viral infect:0.113 Diagnosis:9ccs10:Immuniz/scrn:0.105 Newborn Diagnosis:9ccs218:Liveborn:-0.094 Diagnosis:9ccs155:Other GI dx:0.094 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.093 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.090 Diagnosis:9ccs109:Acute CVD:0.085 Maternal Diagnosis:9ccs9:Sexual Infxs:0.085 * Diagnosis:9ccs122:Pneumonia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 170 | OR_unadj: 1.447 [1.015 2.063] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs122:Pneumonia:1.000 Diagnosis:9ccs128:Asthma:0.304 Number of Visits:0.287 Diagnosis:9ccs125:Bronchitis:0.187 Diagnosis:9ccs257:Ot aftercare:0.182 Diagnosis:9ccs92:Otitis media:0.169 Diagnosis:9ccs126:Ot up rsp in:0.153 Diagnosis:9ccs90:Eye infectn:0.129 Diagnosis:9ccs135:Intest infct:0.128 Diagnosis:9ccs127:COPD:0.127 Vital: RR-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 127 | OR_unadj: 1.370 [0.818 2.296] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.150 Maternal Diagnosis:9ccs133:Oth low resp:-0.125 Diagnosis:9ccs151:Oth liver dx:0.082 Maternal Diagnosis:9ccs107:Cardia arrst:0.082 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.082 Diagnosis:9ccs75:Hx mental dx:-0.079 Maternal Diagnosis:9ccs135:Intest infct:-0.078 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.078 Diagnosis:9ccs217:Ot cong anom:-0.077 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.074 * Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 317 | OR_unadj: 0.556 [0.345 0.895] | indivs AUC:0.462 Correlated most with: Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:1.000 Maternal Maternal Lab History: PH-postPregnancy:0.314 Maternal Maternal Lab History: SODIUM-postPregnancy:0.275 Maternal Maternal Lab History: PO2-postPregnancy:-0.182 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.177 Maternal Maternal Lab History: ALT-postPregnancy:0.174 Maternal Maternal Procedure History:85018-postPregnancy:0.171 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.170 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.145 Maternal Maternal Procedure History:92551-postPregnancy:0.139 Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 107 | OR_unadj: 1.091 [0.565 2.105] | indivs AUC:0.498 Correlated most with: Lab:295669 BILIRUBIN DIRECT - LMC:1.000 Lab:294203 BILIRUBIN TOTAL - LMC:0.374 Maternal Maternal Lab History: NTQR-LOCATION ID-postPregnancy:0.239 Newborn Diagnosis:9ccs62:Coag/hemr dx:-0.188 Maternal Diagnosis:9ccs95:Oth nerv dx:-0.133 Diagnosis:9ccs62:Coag/hemr dx:-0.113 Newborn Diagnosis:9ccs216:Nerv cong an:-0.109 Maternal Maternal Procedure History:92551-postPregnancy:-0.098 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.096 Maternal Diagnosis:9ccs5:HIV infectn:-0.088 Maternal Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 1.249 [0.758 2.058] | indivs AUC:0.522 Correlated most with: Maternal Diagnosis:9ccs59:Anemia:1.000 Maternal Diagnosis:9ccs181:Ot preg comp:0.373 Newborn Diagnosis:9ccs63:Wht blood dx:0.150 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.123 Maternal Maternal Procedure History:45300-postPregnancy:0.122 Maternal Maternal Lab History: RDW-postPregnancy:0.112 Maternal Diagnosis:9ccs155:Other GI dx:0.112 Maternal Maternal Procedure History:85018-postPregnancy:0.107 Maternal Diagnosis:9ccs1:Tuberculosis:0.106 Maternal Diagnosis:9ccs56:Cystic fibro:0.106 * Vital: RR-avg5to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 191 | OR_unadj: 1.899 [1.195 3.018] | indivs AUC:0.522 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.232 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.149 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.147 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.139 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.135 Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.135 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.118 Maternal Maternal Procedure History:93005-otherPregnancy:0.113 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.112 Maternal Diagnosis:9ccs138:Esophgeal dx:0.110 Diagnosis:9ccs113:Late eff CVD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 169 | OR_unadj: 1.068 [0.732 1.557] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs113:Late eff CVD:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.219 Diagnosis:9ccs94:Other ear dx:0.198 Diagnosis:9ccs75:Hx mental dx:0.127 Number of Visits:0.112 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.107 Diagnosis:9ccs126:Ot up rsp in:0.091 Diagnosis:9ccs257:Ot aftercare:0.087 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.081 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.078 Diagnosis:9ccs124:Tonsillitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.396 [0.775 2.517] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs124:Tonsillitis:1.000 Maternal Diagnosis:9ccs215:gu cong anom:0.130 Diagnosis:9ccs120:Hemmorhoids:0.130 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.130 Diagnosis:9ccs188:Pelvic obstr:0.130 Maternal Diagnosis:9ccs245:Syncope:0.130 Diagnosis:9ccs134:Ot uppr resp:0.127 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.120 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.115 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.111 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 262 | OR_unadj: 0.768 [0.482 1.225] | indivs AUC:0.513 Correlated most with: Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:1.000 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:0.294 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:-0.179 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:-0.172 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.169 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.169 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.166 Diagnosis:10ccs238:Complic proc:-0.159 Diagnosis:9ccs2604:E Codes: Fire/burn:-0.159 Maternal Maternal Lab History: WBC-postPregnancy:-0.155 Maternal Vital: Wt Change-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 255 | OR_unadj: 0.977 [0.645 1.479] | indivs AUC:0.507 Correlated most with: Maternal Vital: Wt Change-postPregnancy:1.000 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:0.246 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.241 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:-0.199 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.189 Newborn Diagnosis:9ccs252:Fatigue:-0.182 Maternal Maternal Procedure History:45300-postPregnancy:0.177 Newborn Diagnosis:9ccs68:Senil/org mn:0.169 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.156 Newborn Diagnosis:9ccs239:Superfic inj:0.146 Maternal Maternal Lab History: ALT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 302 | OR_unadj: 0.676 [0.384 1.190] | indivs AUC:0.540 Correlated most with: Maternal Maternal Lab History: ALT-postPregnancy:1.000 Maternal Maternal Lab History: AST-postPregnancy:0.625 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.459 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.254 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.247 Maternal Maternal Lab History: VLDL-postPregnancy:0.243 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.240 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.235 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.226 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.224 Newborn Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1653 | OR_unadj: 0.865 [0.538 1.390] | indivs AUC:0.506 Correlated most with: Newborn Diagnosis:9ccs94:Other ear dx:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.397 Newborn Diagnosis:9ccs0:No DX:-0.355 Newborn Diagnosis:9ccs221:Resp distres:-0.124 Newborn Diagnosis:9ccs218:Liveborn:0.110 Newborn Diagnosis:9ccs130:Pleurisy:-0.098 Maternal Diagnosis:9ccs198:Ot infl skin:-0.098 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.098 Newborn Diagnosis:9ccs252:Fatigue:-0.098 Newborn Diagnosis:9ccs220:Birth asphyx:-0.098 Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1654 | OR_unadj: 0.852 [0.530 1.371] | indivs AUC:0.494 Correlated most with: Newborn Diagnosis:9ccs10:Immuniz/scrn:1.000 Newborn Diagnosis:9ccs94:Other ear dx:0.397 Newborn Diagnosis:9ccs0:No DX:-0.357 Newborn Diagnosis:9ccs259:Unclassified:-0.241 Newborn Diagnosis:9ccs219:Low birth wt:-0.202 Newborn Diagnosis:9ccs221:Resp distres:-0.183 Maternal Diagnosis:9ccs184:Early labor:-0.131 Diagnosis:9ccs219:Low birth wt:-0.122 Newborn Diagnosis:9ccs213:Cardiac anom:-0.113 Newborn Diagnosis:9ccs256:Exam/eval:-0.113 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 264 | OR_unadj: 0.961 [0.631 1.464] | indivs AUC:0.497 Correlated most with: Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:1.000 Maternal Maternal Procedure History:81000-otherPregnancy:0.567 Maternal Maternal Procedure History:99401-otherPregnancy:0.325 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.250 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.219 Maternal Maternal Lab History: RBC-otherPregnancy:-0.196 Maternal Maternal Procedure History:81000-postPregnancy:0.195 Maternal Maternal Lab History: MCV-otherPregnancy:0.194 Maternal Maternal Procedure History:99401-postPregnancy:0.191 Maternal Maternal Lab History: ALT-otherPregnancy:-0.182 Diagnosis:9ccs250:Nausea/vomit | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 1.171 [0.713 1.922] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs250:Nausea/vomit:1.000 Diagnosis:9ccs138:Esophgeal dx:0.202 Number of Visits:0.181 Diagnosis:9ccs141:Ot dx stomch:0.179 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.140 Diagnosis:9ccs133:Oth low resp:0.140 Maternal Maternal Lab History: HCG-otherPregnancy:0.134 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.128 Maternal Maternal Lab History: INHMOM-postPregnancy:0.127 Diagnosis:9ccs155:Other GI dx:0.125 Diagnosis:9ccs106:Dysrhythmia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs106:Dysrhythmia:1.000 Newborn Diagnosis:9ccs47:Ot bnign neo:0.353 Newborn Diagnosis:9ccs191:Amnios dx:0.222 Maternal Diagnosis:9ccs48:Thyroid dsor:0.148 Diagnosis:9ccs239:Superfic inj:0.107 Diagnosis:9ccs83:Epilepsy/cnv:0.102 Diagnosis:9ccs258:Other screen:0.076 Diagnosis:9ccs161:Ot dx kidney:0.072 Maternal Diagnosis:9ccs188:Pelvic obstr:0.070 Maternal Diagnosis:9ccs176:Contraceptiv:0.070 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 223 | OR_unadj: 0.788 [0.406 1.530] | indivs AUC:0.507 Correlated most with: Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:1.000 Maternal Maternal Procedure History:90471-postPregnancy:0.352 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.294 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.280 Maternal Maternal Lab History: MUMPS IGG-postPregnancy:-0.267 Maternal Maternal Procedure History:90656-postPregnancy:0.243 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.222 Maternal Maternal Procedure History:36415-postPregnancy:0.216 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.198 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.193 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 304 | OR_unadj: 0.645 [0.353 1.178] | indivs AUC:0.468 Correlated most with: Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.229 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.222 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.206 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.205 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.202 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.188 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.178 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.176 Diagnosis:9ccs142:Appendicitis:0.173 * Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 2.483 [1.053 5.853] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:1.000 Diagnosis:9ccs245:Syncope:0.243 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.212 Maternal Diagnosis:9ccs126:Ot up rsp in:0.212 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.170 Diagnosis:9ccs70:Schizo/rl dx:0.148 Newborn Diagnosis:9ccs47:Ot bnign neo:0.148 Diagnosis:9ccs62:Coag/hemr dx:0.144 Diagnosis:9ccs231:Oth fracture:0.119 Diagnosis:9ccs229:Fx arm:0.119 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 234 | OR_unadj: 0.751 [0.451 1.250] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.864 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.587 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.586 Maternal Maternal Lab History: WBC-otherPregnancy:-0.474 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.413 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:-0.270 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.258 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.227 Maternal Vital: BMI Percentile-otherPregnancy:-0.219 Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 41 | OR_unadj: 1.144 [0.556 2.356] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs161:Ot dx kidney:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.472 Diagnosis:9ccs159:UTI:0.225 Newborn Diagnosis:9ccs161:Ot dx kidney:0.218 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.154 Diagnosis:9ccs66:Alchl-r mntl:0.154 Diagnosis:9ccs162:Ot dx bladdr:0.154 Diagnosis:9ccs115:Aneurysm:0.154 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.148 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.146 Maternal Maternal Lab History: URINE PH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 186 | OR_unadj: 0.952 [0.550 1.647] | indivs AUC:0.518 Correlated most with: Maternal Maternal Lab History: URINE PH-otherPregnancy:1.000 Maternal Maternal Lab History: URINE PH-postPregnancy:0.206 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:-0.187 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.173 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.165 Maternal Maternal Lab History: MPV-otherPregnancy:-0.164 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.163 Newborn Diagnosis:9ccs104:Oth heart dx:-0.161 Newborn Diagnosis:9ccs97:Carditis:-0.161 Diagnosis:9ccs9:Sexual Infxs:-0.161 Maternal Maternal Lab History: CHLORIDE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 315 | OR_unadj: 0.897 [0.598 1.346] | indivs AUC:0.514 Correlated most with: Maternal Maternal Lab History: CHLORIDE-postPregnancy:1.000 Maternal Maternal Lab History: SODIUM-postPregnancy:0.329 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.266 Maternal Maternal Lab History: CALCIUM-postPregnancy:-0.257 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.234 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.215 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:0.172 Maternal Maternal Lab History: A/G-postPregnancy:0.144 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:0.142 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:-0.140 Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 141 | OR_unadj: 0.785 [0.505 1.221] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs256:Exam/eval:1.000 Diagnosis:9ccs133:Oth low resp:0.184 Number of Visits:0.148 Diagnosis:9ccs155:Other GI dx:0.140 Diagnosis:9ccs200:Oth skin dx:0.140 Diagnosis:9ccs154:Gastroent:0.138 Diagnosis:9ccs239:Superfic inj:0.127 Diagnosis:9ccs253:Allergy:0.118 Diagnosis:9ccs232:Sprain:0.114 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.111 Vital: RR-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 185 | OR_unadj: 1.354 [0.827 2.219] | indivs AUC:0.484 Correlated most with: Maternal Diagnosis:9ccs107:Cardia arrst:0.428 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.201 Maternal Maternal Lab History: PATIENT-postPregnancy:0.179 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.175 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.173 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.168 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.150 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.138 Newborn Diagnosis:9ccs221:Resp distres:0.127 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.122 Maternal Vital: BP-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 268 | OR_unadj: 0.904 [0.578 1.413] | indivs AUC:0.520 Correlated most with: Maternal Vital: BP-otherPregnancy:1.000 Maternal Vital: Wt-otherPregnancy:0.451 Maternal Vital: BP-postPregnancy:0.422 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.288 Maternal Vital: Ht-otherPregnancy:0.285 Maternal Vital: Wt-postPregnancy:0.276 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.258 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.246 Maternal Vital: PL-otherPregnancy:0.213 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.211 Maternal Maternal Lab History: RDW-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 240 | OR_unadj: 1.025 [0.629 1.671] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: RDW-otherPregnancy:1.000 Maternal Maternal Lab History: MCH-otherPregnancy:-0.568 Maternal Maternal Lab History: MCV-otherPregnancy:-0.533 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.518 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.425 Maternal Maternal Lab History: RDW-postPregnancy:0.351 Maternal Maternal Lab History: MCH-postPregnancy:-0.273 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.219 Maternal Maternal Lab History: MCV-postPregnancy:-0.210 Maternal Maternal Lab History: CALCIUM-otherPregnancy:-0.206 Maternal Maternal Lab History: MCV-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 241 | OR_unadj: 0.683 [0.426 1.095] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: MCV-otherPregnancy:1.000 Maternal Maternal Lab History: MCH-otherPregnancy:0.775 Maternal Maternal Lab History: RDW-otherPregnancy:-0.533 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.489 Maternal Maternal Lab History: MCV-postPregnancy:0.464 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.451 Maternal Maternal Lab History: MCH-postPregnancy:0.389 Maternal Maternal Lab History: RBC-otherPregnancy:-0.334 Maternal Maternal Lab History: RDW-postPregnancy:-0.301 Maternal Maternal Lab History: IRON-postPregnancy:0.233 Maternal Vital: BMI-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 261 | OR_unadj: 0.945 [0.528 1.690] | indivs AUC:0.529 Correlated most with: Maternal Vital: BMI-otherPregnancy:1.000 Maternal Vital: BMI-postPregnancy:0.377 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.211 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.178 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.176 Maternal Vital: Wt-otherPregnancy:0.173 Maternal Maternal Procedure History:59430-postPregnancy:0.164 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.162 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.154 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.152 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 194 | OR_unadj: 0.655 [0.358 1.197] | indivs AUC:0.466 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.853 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:0.293 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.206 Maternal Maternal Lab History: MAGNESIUM-otherPregnancy:0.166 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.165 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.161 Newborn Diagnosis:9ccs252:Fatigue:0.155 Maternal Maternal Lab History: URIC ACID-otherPregnancy:-0.142 Maternal Maternal Lab History: AFP-postPregnancy:0.134 Newborn Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 100 | OR_unadj: 1.124 [0.700 1.805] | indivs AUC:0.486 Correlated most with: Newborn Diagnosis:9ccs256:Exam/eval:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.332 Maternal Diagnosis:9ccs184:Early labor:0.288 Newborn Diagnosis:9ccs222:Perint jaund:0.269 Newborn Diagnosis:9ccs253:Allergy:0.218 Diagnosis:9ccs219:Low birth wt:0.214 Newborn Diagnosis:9ccs221:Resp distres:0.179 Maternal Diagnosis:9ccs191:Amnios dx:0.139 Maternal Diagnosis:9ccs182:Hemorr preg:0.131 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.113 Diagnosis:9ccs151:Oth liver dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 169 | OR_unadj: 0.743 [0.492 1.122] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs151:Oth liver dx:1.000 Diagnosis:9ccs222:Perint jaund:0.181 Lab:294203 BILIRUBIN TOTAL - LMC:-0.123 Maternal Maternal Lab History: HCG-postPregnancy:0.112 Diagnosis:9ccs10:Immuniz/scrn:0.101 Diagnosis:9ccs258:Other screen:0.100 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.097 Diagnosis:9ccs243:Poisn nonmed:0.096 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.095 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:-0.095 Maternal Vital: HR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 244 | OR_unadj: 0.917 [0.577 1.459] | indivs AUC:0.517 Correlated most with: Maternal Vital: HR-otherPregnancy:1.000 Maternal Vital: PL-otherPregnancy:0.310 Maternal Vital: HR-postPregnancy:0.289 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.193 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.191 Maternal Vital: BP-otherPregnancy:0.185 Maternal Vital: SpO2-otherPregnancy:-0.176 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:-0.175 Maternal Vital: Wt-otherPregnancy:0.168 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.162 Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 1.420 [0.825 2.447] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs159:UTI:1.000 Diagnosis:9ccs161:Ot dx kidney:0.225 Number of Visits:0.172 Diagnosis:9ccs163:Other GU dx:0.164 Diagnosis:9ccs2:Septicemia:0.129 Diagnosis:9ccs257:Ot aftercare:0.120 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.120 Diagnosis:9ccs66:Alchl-r mntl:0.120 Diagnosis:9ccs142:Appendicitis:0.120 Diagnosis:9ccs162:Ot dx bladdr:0.120 Diagnosis:9ccs127:COPD | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 118 | OR_unadj: 0.999 [0.637 1.568] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs127:COPD:1.000 Number of Visits:0.269 Diagnosis:9ccs128:Asthma:0.160 Diagnosis:9ccs133:Oth low resp:0.155 Diagnosis:9ccs122:Pneumonia:0.127 Diagnosis:9ccs2619:e codes: other specified- nec:0.126 Maternal Diagnosis:9ccs212:Ot bone dx:0.126 Diagnosis:9ccs126:Ot up rsp in:0.125 Diagnosis:9ccs125:Bronchitis:0.120 Diagnosis:9ccs258:Other screen:0.103 Maternal Maternal Lab History: A/G-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: 0.374 [0.113 1.237] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: A/G-postPregnancy:1.000 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.893 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:0.297 Maternal Maternal Procedure History:90656-postPregnancy:0.275 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:-0.274 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.266 Maternal Maternal Procedure History:87880-postPregnancy:-0.245 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.244 Maternal Maternal Lab History: TWIN B CRL-postPregnancy:-0.238 Maternal Maternal Lab History: TWIN B NT-postPregnancy:-0.238 Maternal Vital: PL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 125 | OR_unadj: 1.046 [0.558 1.963] | indivs AUC:0.502 Correlated most with: Maternal Vital: PL-postPregnancy:1.000 Maternal Vital: PL-otherPregnancy:0.291 Maternal Vital: HR-postPregnancy:0.208 Maternal Maternal Lab History: A/G RATIO-postPregnancy:0.204 Maternal Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:-0.204 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.189 Maternal Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:-0.179 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.161 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:0.149 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:-0.147 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 241 | OR_unadj: 0.895 [0.568 1.410] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.941 Maternal Maternal Lab History: RBC-otherPregnancy:0.688 Maternal Maternal Lab History: MCV-otherPregnancy:0.451 Maternal Maternal Lab History: RDW-otherPregnancy:-0.425 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.325 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.296 Maternal Maternal Lab History: MCH-otherPregnancy:0.293 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.289 Maternal Vital: BP-otherPregnancy:0.288 Maternal Maternal Lab History: RBC-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 241 | OR_unadj: 0.692 [0.417 1.148] | indivs AUC:0.475 Correlated most with: Maternal Maternal Lab History: RBC-otherPregnancy:1.000 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.688 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.595 Maternal Maternal Lab History: MCV-otherPregnancy:-0.334 Maternal Maternal Lab History: MCH-otherPregnancy:-0.319 Maternal Maternal Lab History: RBC-postPregnancy:0.290 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.218 Maternal Maternal Procedure History:81000-otherPregnancy:-0.217 Maternal Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:0.213 Maternal Maternal Lab History: A/G RATIO-postPregnancy:-0.213 * Maternal Maternal Lab History: URINE PH-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 262 | OR_unadj: 0.615 [0.404 0.936] | indivs AUC:0.495 Correlated most with: Maternal Maternal Lab History: URINE PH-postPregnancy:1.000 Maternal Maternal Lab History: URINE PH-otherPregnancy:0.206 Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:-0.146 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:-0.130 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:-0.124 Maternal Maternal Lab History: MCV-postPregnancy:0.122 Maternal Maternal Lab History: CHLORIDE-postPregnancy:-0.121 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:-0.120 Newborn Diagnosis:9ccs229:Fx arm:-0.116 Newborn Diagnosis:9ccs2620:E Codes: Unspecified:-0.116 Maternal Maternal Lab History: SODIUM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 315 | OR_unadj: 0.791 [0.529 1.182] | indivs AUC:0.543 Correlated most with: Maternal Maternal Lab History: SODIUM-postPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.338 Maternal Maternal Lab History: CHLORIDE-postPregnancy:0.329 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.275 Maternal Maternal Lab History: BUN-postPregnancy:0.266 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.253 Maternal Maternal Lab History: INR-postPregnancy:0.214 Maternal Maternal Lab History: PT-postPregnancy:0.189 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.187 Maternal Maternal Lab History: A/G-postPregnancy:0.177 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 100 | OR_unadj: 0.720 [0.333 1.553] | indivs AUC:0.486 Correlated most with: Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:1.000 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:-0.544 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.350 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.288 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.287 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.276 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:0.272 Maternal Maternal Lab History: VLDL-postPregnancy:-0.267 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.250 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:0.206 Maternal Maternal Lab History: WBC-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 241 | OR_unadj: 0.986 [0.618 1.573] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: WBC-otherPregnancy:1.000 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.839 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.528 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.474 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.436 Maternal Maternal Lab History: WBC-postPregnancy:0.296 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.264 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.245 Maternal Maternal Lab History: POLYS-otherPregnancy:0.242 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:0.234 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 0.962 [0.586 1.581] | indivs AUC:0.476 Correlated most with: Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:1.000 Maternal Maternal Lab History: ANION GAP-otherPregnancy:-0.351 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:-0.215 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.183 Diagnosis:9ccs109:Acute CVD:-0.182 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.177 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.167 Maternal Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:0.167 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.164 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:-0.162 Diagnosis:10ccs58:Ot nutrit dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 1.780 [0.664 4.775] | indivs AUC:0.502 Correlated most with: Diagnosis:10ccs58:Ot nutrit dx:1.000 Diagnosis:9ccs2603:E Codes: Fall:0.703 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.219 Diagnosis:9ccs2619:e codes: other specified- nec:0.164 Diagnosis:9ccs64:Ot hematl dx:0.123 Maternal Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:-0.111 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.108 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.097 Diagnosis:9ccs8:Oth infectns:0.093 Diagnosis:9ccs209:Ot acq defor:0.088 * Maternal Maternal Lab History: CALCIUM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 316 | OR_unadj: 0.608 [0.394 0.938] | indivs AUC:0.470 Correlated most with: Maternal Maternal Lab History: CALCIUM-postPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.610 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.560 Maternal Maternal Lab History: LDH-postPregnancy:-0.378 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.331 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.274 Maternal Maternal Lab History: CHLORIDE-postPregnancy:-0.257 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.242 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.234 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.225 Maternal Vital: Wt-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 266 | OR_unadj: 0.998 [0.625 1.594] | indivs AUC:0.508 Correlated most with: Maternal Vital: Wt-otherPregnancy:1.000 Maternal Vital: Wt-postPregnancy:0.621 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.575 Maternal Vital: BP-otherPregnancy:0.451 Maternal Vital: Ht-otherPregnancy:0.369 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.301 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.289 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.268 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.252 Maternal Vital: Ht-postPregnancy:0.236 Maternal Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 0.441 [0.055 3.534] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs62:Coag/hemr dx:1.000 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.333 Maternal Diagnosis:9ccs116:Art embolism:0.333 Maternal Diagnosis:9ccs131:Adlt resp fl:0.333 Maternal Maternal Procedure History:97530-postPregnancy:-0.273 Maternal Maternal Procedure History:97112-postPregnancy:0.250 Maternal Maternal Procedure History:J3301-postPregnancy:0.236 Maternal Maternal Procedure History:97035-postPregnancy:0.236 Maternal Maternal Lab History: RET ABS-postPregnancy:-0.236 Maternal Maternal Procedure History:20550-postPregnancy:0.236 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.883 [0.329 2.367] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.706 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:0.347 Lab:294199 BILIRUBIN SCAN - LMC:-0.277 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.263 Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.243 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:-0.211 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.196 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.195 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.190 Vital: RR-avg16to19 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 156 | OR_unadj: 1.148 [0.576 2.288] | indivs AUC:0.490 Correlated most with: Maternal Maternal Procedure History:97803-otherPregnancy:0.224 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.181 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.160 Maternal Diagnosis:9ccs55:Fluid/elc dx:0.127 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.111 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:-0.111 Diagnosis:9ccs61:Sickle cell:0.111 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:0.108 Maternal Maternal Procedure History:90471-otherPregnancy:0.108 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.107 Maternal Maternal Procedure History:81000-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 265 | OR_unadj: 1.208 [0.796 1.835] | indivs AUC:0.549 Correlated most with: Maternal Maternal Procedure History:81000-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.567 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.335 Maternal Maternal Procedure History:99401-otherPregnancy:0.312 Maternal Maternal Procedure History:81000-postPregnancy:0.237 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.235 Maternal Maternal Lab History: RBC-otherPregnancy:-0.217 Maternal Maternal Lab History: MCV-otherPregnancy:0.192 Maternal Vital: BP-otherPregnancy:-0.185 Maternal Maternal Lab History: LDL-otherPregnancy:0.180 * Maternal Diagnosis:9ccs184:Early labor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 112 | OR_unadj: 0.572 [0.333 0.983] | indivs AUC:0.464 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.770 Diagnosis:9ccs219:Low birth wt:0.469 Newborn Diagnosis:9ccs256:Exam/eval:0.288 Newborn Diagnosis:9ccs222:Perint jaund:0.276 Maternal Diagnosis:9ccs182:Hemorr preg:0.250 Newborn Diagnosis:9ccs221:Resp distres:0.249 Newborn Diagnosis:9ccs253:Allergy:0.168 Maternal Diagnosis:9ccs183:HTN in preg:0.161 Maternal Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.147 Maternal Maternal Procedure History:99401-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 204 | OR_unadj: 1.233 [0.723 2.104] | indivs AUC:0.509 Correlated most with: Maternal Maternal Procedure History:99401-otherPregnancy:1.000 Maternal Maternal Procedure History:99401-postPregnancy:0.483 Maternal Maternal Procedure History:86703-otherPregnancy:0.463 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.429 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.361 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.325 Maternal Maternal Procedure History:81000-otherPregnancy:0.312 Maternal Maternal Procedure History:86703-postPregnancy:0.242 Maternal Maternal Diagnosis:9ccs122:Pneumonia-otherPregnancy:0.197 Maternal Maternal Procedure History:99000-postPregnancy:0.176 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 186 | OR_unadj: 1.175 [0.737 1.873] | indivs AUC:0.528 Correlated most with: Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:1.000 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:0.294 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.178 Maternal Maternal Lab History: SODIUM-otherPregnancy:-0.173 Maternal Maternal Lab History: BUN-otherPregnancy:0.171 Maternal Maternal Lab History: ANION GAP-otherPregnancy:-0.167 Maternal Diagnosis:9ccs126:Ot up rsp in:-0.166 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:-0.165 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.157 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.157 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 123 | OR_unadj: 0.902 [0.461 1.766] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:1.000 Maternal Maternal Lab History: LDL-postPregnancy:0.627 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.529 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.449 Maternal Maternal Lab History: VLDL-postPregnancy:0.299 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.250 Maternal Maternal Lab History: URIC ACID-postPregnancy:-0.205 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.180 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.172 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:0.165 Diagnosis:9ccs134:Ot uppr resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 167 | OR_unadj: 0.755 [0.500 1.141] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:1.000 Number of Visits:0.196 Diagnosis:9ccs124:Tonsillitis:0.127 Diagnosis:9ccs253:Allergy:0.125 Diagnosis:9ccs126:Ot up rsp in:0.124 Diagnosis:9ccs90:Eye infectn:0.115 Diagnosis:9ccs211:Ot conn tiss:0.111 Diagnosis:9ccs133:Oth low resp:0.100 Diagnosis:9ccs127:COPD:0.099 Diagnosis:9ccs91:Other eye dx:0.096 Maternal Maternal Lab History: CREATININE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 181 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.486 Correlated most with: Maternal Maternal Lab History: CREATININE-otherPregnancy:1.000 Maternal Maternal Procedure History:99000-otherPregnancy:0.549 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.512 Maternal Maternal Procedure History:90656-otherPregnancy:0.467 Maternal Maternal Lab History: CREATININE-postPregnancy:0.331 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.246 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.235 Maternal Maternal Procedure History:81000-postPregnancy:-0.203 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.203 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.196 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 301 | OR_unadj: 0.727 [0.472 1.119] | indivs AUC:0.505 Correlated most with: Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.843 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.560 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.422 Maternal Maternal Lab History: LDH-postPregnancy:-0.372 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.297 Maternal Maternal Lab History: CHLORIDE-postPregnancy:-0.266 Maternal Maternal Lab History: SODIUM-postPregnancy:0.253 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.247 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.212 Maternal Maternal Lab History: Alk Phos-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 300 | OR_unadj: 0.574 [0.322 1.022] | indivs AUC:0.514 Correlated most with: Maternal Maternal Lab History: Alk Phos-postPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.530 Maternal Maternal Lab History: LDH-postPregnancy:0.445 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.422 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:0.335 Maternal Maternal Lab History: CALCIUM-postPregnancy:-0.331 Maternal Diagnosis:9ccs149:Biliary dx:0.288 Maternal Maternal Lab History: AST-postPregnancy:0.284 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.282 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.261 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 205 | OR_unadj: 0.903 [0.538 1.515] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.784 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.293 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.232 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.212 Maternal Maternal Lab History: RBC-otherPregnancy:-0.172 Maternal Maternal Lab History: MCV-otherPregnancy:0.169 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.169 Maternal Maternal Procedure History:90801-postPregnancy:-0.168 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.164 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 1.329 [0.351 5.033] | indivs AUC:0.470 Correlated most with: Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:1.000 Newborn Diagnosis:9ccs91:Other eye dx:0.749 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.348 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:0.215 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.214 Newborn Diagnosis:9ccs221:Resp distres:0.211 Maternal Maternal Lab History: PT-postPregnancy:-0.191 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.180 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:-0.179 Maternal Diagnosis:9ccs168:PID:0.176 Maternal Maternal Lab History: AFP-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 121 | OR_unadj: 0.583 [0.244 1.394] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: AFP-postPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.426 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.421 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.326 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.262 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.243 Maternal Maternal Lab History: AFP-otherPregnancy:0.234 Maternal Maternal Lab History: LH-postPregnancy:-0.225 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.224 Maternal Maternal Lab History: URIC ACID-otherPregnancy:-0.222 Maternal Maternal Lab History: AST-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 245 | OR_unadj: 0.933 [0.548 1.589] | indivs AUC:0.545 Correlated most with: Maternal Maternal Lab History: AST-postPregnancy:1.000 Maternal Maternal Lab History: ALT-postPregnancy:0.625 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.284 Maternal Maternal Lab History: LDH-postPregnancy:0.239 Maternal Maternal Procedure History:97530-postPregnancy:-0.223 Maternal Maternal Lab History: RET ABS-postPregnancy:-0.197 Maternal Maternal Lab History: RET %-postPregnancy:-0.197 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.196 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.188 Maternal Maternal Procedure History:97112-postPregnancy:0.187 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 234 | OR_unadj: 0.841 [0.497 1.425] | indivs AUC:0.487 Correlated most with: Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.371 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.354 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.241 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.211 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.206 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.191 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.185 Maternal Maternal Procedure History:99401-postPregnancy:-0.163 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.163 Maternal Maternal Lab History: ALBUMIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 302 | OR_unadj: 0.804 [0.538 1.202] | indivs AUC:0.546 Correlated most with: Maternal Maternal Lab History: ALBUMIN-postPregnancy:1.000 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.843 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.610 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.530 Maternal Maternal Lab History: LDH-postPregnancy:-0.381 Maternal Maternal Lab History: SODIUM-postPregnancy:0.338 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.290 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.289 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.274 Maternal Maternal Lab History: RDW-postPregnancy:-0.265 Maternal Maternal Lab History: SODIUM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 1.115 [0.674 1.845] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: SODIUM-otherPregnancy:1.000 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:0.423 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.303 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.173 Maternal Maternal Lab History: PTT-otherPregnancy:0.168 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.164 Maternal Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:0.158 Maternal Vital: SpO2-otherPregnancy:0.153 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.149 Newborn Diagnosis:9ccs204:Ot joint dx:0.147 Maternal Maternal Lab History: MCH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 241 | OR_unadj: 0.728 [0.461 1.147] | indivs AUC:0.524 Correlated most with: Maternal Maternal Lab History: MCH-otherPregnancy:1.000 Maternal Maternal Lab History: MCV-otherPregnancy:0.775 Maternal Maternal Lab History: RDW-otherPregnancy:-0.568 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.534 Maternal Maternal Lab History: MCH-postPregnancy:0.447 Maternal Maternal Lab History: MCV-postPregnancy:0.414 Maternal Maternal Lab History: RDW-postPregnancy:-0.323 Maternal Maternal Lab History: RBC-otherPregnancy:-0.319 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.293 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.281 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 241 | OR_unadj: 0.728 [0.448 1.182] | indivs AUC:0.487 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:1.000 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.941 Maternal Maternal Lab History: RBC-otherPregnancy:0.595 Maternal Maternal Lab History: MCH-otherPregnancy:0.534 Maternal Maternal Lab History: RDW-otherPregnancy:-0.518 Maternal Maternal Lab History: MCV-otherPregnancy:0.489 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.377 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.317 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.313 Maternal Maternal Lab History: MCH-postPregnancy:0.289 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 59 | OR_unadj: 0.621 [0.181 2.131] | indivs AUC:0.482 Correlated most with: Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:1.000 Maternal Maternal Procedure History:90801-postPregnancy:0.633 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:-0.496 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.496 Maternal Maternal Lab History: TSH-postPregnancy:0.496 Maternal Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:0.496 Maternal Maternal Lab History: A/G RATIO-postPregnancy:-0.496 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.438 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.347 Maternal Maternal Lab History: UIBC-postPregnancy:-0.313 Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.403 [0.159 1.026] | indivs AUC:0.487 Correlated most with: Diagnosis:9ccs95:Oth nerv dx:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.179 Diagnosis:9ccs216:Nerv cong an:0.156 Diagnosis:9ccs211:Ot conn tiss:0.147 Maternal Diagnosis:9ccs172:Ovarian cyst:0.142 Newborn Diagnosis:9ccs166:Oth male gen:0.142 Diagnosis:9ccs86:Cataract:0.142 Diagnosis:9ccs129:Asp pneumon:0.142 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.136 Number of Visits:0.117 Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 1.297 [0.777 2.164] | indivs AUC:0.517 Correlated most with: Diagnosis:9ccs224:Ot perint dx:1.000 Number of Visits:0.116 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.113 Maternal Diagnosis:9ccs56:Cystic fibro:0.110 Maternal Diagnosis:9ccs107:Cardia arrst:0.110 Maternal Diagnosis:9ccs172:Ovarian cyst:0.110 Diagnosis:9ccs109:Acute CVD:0.110 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.108 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.092 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.092 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 241 | OR_unadj: 1.095 [0.706 1.699] | indivs AUC:0.546 Correlated most with: Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:1.000 Maternal Maternal Lab History: MPV-otherPregnancy:-0.453 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.441 Maternal Maternal Lab History: MCH-otherPregnancy:-0.262 Maternal Maternal Lab History: MPV-postPregnancy:-0.240 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.237 Maternal Maternal Lab History: MCV-otherPregnancy:-0.206 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:0.198 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.185 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.185 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 194 | OR_unadj: 0.948 [0.556 1.615] | indivs AUC:0.463 Correlated most with: Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:1.000 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.611 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:0.273 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:0.233 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.208 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.186 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.178 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.176 Maternal Maternal Lab History: MAGNESIUM-otherPregnancy:0.171 Maternal Vital: Ht-otherPregnancy:0.161 Maternal Maternal Lab History: CHLORIDE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 1.025 [0.629 1.671] | indivs AUC:0.490 Correlated most with: Maternal Maternal Lab History: CHLORIDE-otherPregnancy:1.000 Maternal Maternal Lab History: SODIUM-otherPregnancy:0.423 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:-0.312 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:-0.268 Maternal Maternal Lab History: CALCIUM-otherPregnancy:-0.223 Maternal Maternal Lab History: ANION GAP-otherPregnancy:-0.202 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.183 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.176 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:0.173 Maternal Maternal Lab History: CHLORIDE-postPregnancy:0.172 * Maternal Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 2.939 [1.401 6.164] | indivs AUC:0.501 Correlated most with: Maternal Diagnosis:9ccs58:Ot nutrit dx:1.000 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.242 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.213 Maternal Diagnosis:9ccs181:Ot preg comp:0.201 Maternal Diagnosis:9ccs107:Cardia arrst:0.184 Newborn Diagnosis:9ccs252:Fatigue:0.184 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.184 Maternal Diagnosis:9ccs128:Asthma:0.183 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.181 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.174 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 195 | OR_unadj: 1.037 [0.649 1.659] | indivs AUC:0.523 Correlated most with: Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:1.000 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.864 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.693 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:-0.580 Maternal Maternal Lab History: WBC-otherPregnancy:0.436 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:-0.371 Maternal Vital: Wt Percentile-postPregnancy:0.250 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.233 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:-0.231 Maternal Maternal Lab History: BASOPHIL-otherPregnancy:-0.223 Maternal Maternal Lab History: MPV-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 206 | OR_unadj: 0.591 [0.325 1.076] | indivs AUC:0.486 Correlated most with: Maternal Maternal Lab History: MPV-otherPregnancy:1.000 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.453 Maternal Maternal Lab History: MPV-postPregnancy:0.404 Diagnosis:9ccs162:Ot dx bladdr:0.300 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.189 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:-0.177 Maternal Maternal Procedure History:90801-postPregnancy:0.165 Maternal Maternal Lab History: URINE PH-otherPregnancy:-0.164 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.159 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.149 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 184 | OR_unadj: 0.770 [0.496 1.197] | indivs AUC:0.519 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:-0.853 Maternal Maternal Lab History: CREATININE-postPregnancy:-0.366 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.264 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.232 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:-0.161 Maternal Maternal Lab History: MAGNESIUM-otherPregnancy:-0.143 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:-0.129 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.128 Maternal Maternal Lab History: CREATININE-otherPregnancy:-0.124 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 84 | OR_unadj: 0.930 [0.345 2.506] | indivs AUC:0.491 Correlated most with: Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.315 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.292 Maternal Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.292 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.288 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.269 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.242 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.241 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.234 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.192 Diagnosis:9ccs137:Mouth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 0.765 [0.440 1.331] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs137:Mouth dx:1.000 Diagnosis:9ccs258:Other screen:0.165 Number of Visits:0.153 Diagnosis:9ccs200:Oth skin dx:0.105 Diagnosis:9ccs197:Skin infectn:0.104 Diagnosis:9ccs115:Aneurysm:0.103 Maternal Diagnosis:9ccs180:Ectopic preg:0.103 Diagnosis:9ccs188:Pelvic obstr:0.103 Newborn Diagnosis:9ccs134:Ot uppr resp:0.103 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.103 Maternal Maternal Lab History: GLUCOSE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 80 | OR_unadj: 0.846 [0.345 2.078] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: GLUCOSE-postPregnancy:1.000 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.400 Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.373 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.357 Lab:294199 BILIRUBIN SCAN - LMC:-0.334 Maternal Maternal Lab History: VLDL-postPregnancy:0.313 Maternal Maternal Procedure History:97014-postPregnancy:-0.295 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.265 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:-0.262 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.252 Maternal Maternal Lab History: AST-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 172 | OR_unadj: 1.437 [0.845 2.445] | indivs AUC:0.526 Correlated most with: Maternal Maternal Lab History: AST-otherPregnancy:1.000 Maternal Maternal Lab History: ALT-otherPregnancy:0.592 Maternal Maternal Lab History: URIC ACID-otherPregnancy:-0.384 Maternal Maternal Lab History: PT-otherPregnancy:0.331 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.300 Maternal Maternal Lab History: MAGNESIUM-otherPregnancy:0.291 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.275 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.249 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.241 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.229 * Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 56 | OR_unadj: 1.858 [1.056 3.270] | indivs AUC:0.487 Correlated most with: Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs96:Hrt valve dx:0.473 Newborn Diagnosis:9ccs213:Cardiac anom:0.441 Newborn Diagnosis:9ccs96:Hrt valve dx:0.329 Diagnosis:9ccs117:Ot circul dx:0.225 Diagnosis:9ccs105:Conduction:0.132 Newborn Diagnosis:9ccs239:Superfic inj:0.132 Newborn Diagnosis:9ccs97:Carditis:0.132 Maternal Diagnosis:9ccs135:Intest infct:0.132 Newborn Diagnosis:9ccs104:Oth heart dx:0.132 Maternal Maternal Lab History: hCG MoM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 166 | OR_unadj: 1.063 [0.590 1.915] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: hCG MoM-postPregnancy:1.000 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:0.752 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.477 Maternal Maternal Lab History: HCG-postPregnancy:0.351 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.259 Maternal Maternal Lab History: INHMOM-postPregnancy:0.251 Maternal Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:-0.208 Maternal Maternal Lab History: HEPATITIS B DNA-postPregnancy:-0.208 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.207 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.186 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 167 | OR_unadj: nan [ nan nan] | indivs AUC:0.520 Correlated most with: Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:1.000 Maternal Maternal Lab History: CREATININE-postPregnancy:0.435 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.246 Maternal Maternal Procedure History:99000-otherPregnancy:0.212 Maternal Maternal Procedure History:90656-otherPregnancy:0.199 Maternal Maternal Procedure History:81000-postPregnancy:-0.198 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.163 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.161 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.147 Maternal Vital: Temp-postPregnancy:0.144 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 223 | OR_unadj: 0.999 [0.534 1.869] | indivs AUC:0.507 Correlated most with: Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:1.000 Maternal Maternal Procedure History:99401-otherPregnancy:0.429 Maternal Maternal Procedure History:S9470-otherPregnancy:0.406 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.368 Maternal Maternal Procedure History:81000-otherPregnancy:0.335 Maternal Vital: Ht Percentile-otherPregnancy:0.226 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.188 Maternal Vital: Ht Percentile-postPregnancy:0.160 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.156 Maternal Maternal Lab History: MONOS-otherPregnancy:0.156 Maternal Maternal Lab History: BASOPHIL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 213 | OR_unadj: 0.879 [0.510 1.514] | indivs AUC:0.503 Correlated most with: Maternal Maternal Lab History: BASOPHIL-otherPregnancy:1.000 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.294 Maternal Maternal Lab History: IRON-otherPregnancy:0.238 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.223 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.214 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.194 Diagnosis:9ccs109:Acute CVD:0.187 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.186 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.182 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:-0.171 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 97 | OR_unadj: 0.883 [0.293 2.656] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:1.000 Maternal Maternal Procedure History:81000-postPregnancy:0.253 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.247 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.242 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.238 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.236 Maternal Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:0.228 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.208 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.197 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.191 Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 137 | OR_unadj: 0.657 [0.410 1.052] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs217:Ot cong anom:1.000 Diagnosis:9ccs89:Blindness:0.212 Newborn Diagnosis:9ccs217:Ot cong anom:0.147 Number of Visits:0.123 Diagnosis:9ccs2619:e codes: other specified- nec:0.116 Diagnosis:9ccs91:Other eye dx:0.110 Diagnosis:9ccs95:Oth nerv dx:0.107 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.107 Diagnosis:9ccs10:Immuniz/scrn:0.089 Diagnosis:9ccs257:Ot aftercare:0.089 Diagnosis:9ccs239:Superfic inj | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 165 | OR_unadj: 0.910 [0.613 1.351] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs239:Superfic inj:1.000 Number of Visits:0.206 Diagnosis:9ccs258:Other screen:0.184 Diagnosis:9ccs200:Oth skin dx:0.169 Diagnosis:9ccs7:Viral infect:0.129 Diagnosis:9ccs155:Other GI dx:0.129 Diagnosis:9ccs256:Exam/eval:0.127 Diagnosis:9ccs133:Oth low resp:0.124 Diagnosis:9ccs126:Ot up rsp in:0.118 Diagnosis:9ccs197:Skin infectn:0.115 Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 1.408 [0.874 2.268] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs0:No DX:1.000 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.126 Diagnosis:9ccs10:Immuniz/scrn:0.110 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.109 Maternal Diagnosis:9ccs167:Breast dx:0.103 Maternal Diagnosis:9ccs172:Ovarian cyst:0.103 Maternal Diagnosis:9ccs135:Intest infct:0.103 Diagnosis:9ccs105:Conduction:0.103 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:0.099 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.096 Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 107 | OR_unadj: 0.882 [0.382 2.035] | indivs AUC:0.513 Correlated most with: Lab:294203 BILIRUBIN TOTAL - LMC:1.000 Lab:295669 BILIRUBIN DIRECT - LMC:0.374 Diagnosis:9ccs151:Oth liver dx:-0.123 Diagnosis:9ccs245:Syncope:0.115 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:-0.114 Maternal Diagnosis:9ccs48:Thyroid dsor:0.109 Newborn Diagnosis:9ccs62:Coag/hemr dx:-0.102 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:-0.101 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.101 Diagnosis:9ccs222:Perint jaund:-0.101 Maternal Maternal Lab History: ANION GAP-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 1.152 [0.595 2.231] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: ANION GAP-otherPregnancy:1.000 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.351 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.346 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.338 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.327 Maternal Maternal Lab History: SODIUM-otherPregnancy:0.303 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.299 Maternal Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:0.260 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.258 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.250 Maternal Maternal Lab History: RUBELLA-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 146 | OR_unadj: 0.683 [0.318 1.470] | indivs AUC:0.487 Correlated most with: Maternal Maternal Lab History: RUBELLA-postPregnancy:1.000 Maternal Maternal Lab History: RUBELLA-otherPregnancy:0.217 Maternal Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:-0.163 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.153 Maternal Diagnosis:9ccs84:Headache/mig:0.151 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.149 Maternal Maternal Lab History: AFP-postPregnancy:0.147 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.136 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.135 Newborn Diagnosis:9ccs252:Fatigue:0.131 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 180 | OR_unadj: 0.852 [0.495 1.466] | indivs AUC:0.473 Correlated most with: Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.757 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.528 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.312 Maternal Maternal Lab History: BUN-otherPregnancy:0.292 Maternal Maternal Lab History: RBC-otherPregnancy:0.218 Maternal Maternal Lab History: Alk Phos-otherPregnancy:-0.215 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.212 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.200 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.196 Maternal Diagnosis:9ccs187:Malposition | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 102 | OR_unadj: 0.746 [0.443 1.257] | indivs AUC:0.468 Correlated most with: Maternal Diagnosis:9ccs187:Malposition:1.000 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.140 Maternal Diagnosis:9ccs133:Oth low resp:0.136 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.132 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.123 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.118 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.114 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.103 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.103 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:0.099 Maternal Maternal Lab History: URINE KETONES-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 44 | OR_unadj: 1.010 [0.209 4.884] | indivs AUC:0.484 Correlated most with: Maternal Maternal Lab History: URINE KETONES-otherPregnancy:1.000 Diagnosis:9ccs2604:E Codes: Fire/burn:0.543 Diagnosis:10ccs238:Complic proc:0.543 Maternal Maternal Diagnosis:9ccs185:Long pregncy-otherPregnancy:-0.383 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.338 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.199 Maternal Maternal Lab History: RUBELLA-otherPregnancy:0.194 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:-0.156 Maternal Maternal Lab History: WBC-otherPregnancy:0.152 Maternal Maternal Lab History: POLYS-otherPregnancy:0.151 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 193 | OR_unadj: 1.190 [0.724 1.954] | indivs AUC:0.517 Correlated most with: Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:1.000 Maternal Maternal Lab History: WBC-otherPregnancy:0.839 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.693 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.587 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.580 Diagnosis:10ccs238:Complic proc:0.285 Diagnosis:9ccs2604:E Codes: Fire/burn:0.285 Maternal Maternal Lab History: WBC-postPregnancy:0.228 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.227 Maternal Maternal Lab History: URIC ACID-otherPregnancy:-0.222 Maternal Maternal Lab History: Alk Phos-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 181 | OR_unadj: 1.186 [0.654 2.152] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: Alk Phos-otherPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:-0.417 Maternal Maternal Lab History: AST-otherPregnancy:0.300 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.289 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.282 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.252 Maternal Maternal Lab History: CALCIUM-otherPregnancy:-0.248 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.245 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:-0.218 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:-0.215 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 193 | OR_unadj: 1.135 [0.693 1.860] | indivs AUC:0.481 Correlated most with: Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:1.000 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.586 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.580 Maternal Maternal Lab History: WBC-otherPregnancy:0.264 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.238 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.237 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.184 Maternal Vital: Wt Percentile-postPregnancy:-0.159 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:-0.159 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:-0.152 Maternal Diagnosis:9ccs106:Dysrhythmia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.421 [0.548 3.688] | indivs AUC:0.491 Correlated most with: Maternal Diagnosis:9ccs106:Dysrhythmia:1.000 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.191 Lab:294495 LEAD, BLOOD - LMC:0.155 Maternal Diagnosis:9ccs181:Ot preg comp:0.152 Maternal Diagnosis:9ccs143:Abdom hernia:0.152 Maternal Diagnosis:9ccs238:Complic proc:0.139 Maternal Diagnosis:9ccs55:Fluid/elc dx:0.122 Diagnosis:9ccs52:Nutrit defic:0.122 Maternal Diagnosis:9ccs96:Hrt valve dx:0.105 Diagnosis:9ccs214:GI cong anom:0.105 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 119 | OR_unadj: 1.219 [0.627 2.372] | indivs AUC:0.518 Correlated most with: Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:1.000 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.752 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.460 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.329 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:-0.303 Maternal Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:-0.298 Maternal Maternal Lab History: HEPATITIS B DNA-postPregnancy:-0.298 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.244 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.211 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.191 Maternal Maternal Procedure History:86703-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 108 | OR_unadj: 1.090 [0.489 2.427] | indivs AUC:0.495 Correlated most with: Maternal Maternal Procedure History:86703-otherPregnancy:1.000 Maternal Maternal Procedure History:99401-otherPregnancy:0.463 Maternal Maternal Procedure History:86703-postPregnancy:0.421 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:0.267 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.217 Maternal Maternal Procedure History:99401-postPregnancy:0.211 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.183 Maternal Maternal Procedure History:90656-otherPregnancy:-0.180 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.172 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.171 Maternal Maternal Lab History: ESTRIOL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 160 | OR_unadj: 0.771 [0.398 1.497] | indivs AUC:0.507 Correlated most with: Maternal Maternal Lab History: ESTRIOL-postPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.589 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.486 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.358 Maternal Maternal Lab History: AFP-postPregnancy:0.326 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.284 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.273 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.243 Maternal Diagnosis:9ccs149:Biliary dx:0.206 Maternal Maternal Diagnosis:9ccs208:Acq foot def-postPregnancy:-0.194 Maternal Maternal Procedure History:86703-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 0.587 [0.131 2.635] | indivs AUC:0.507 Correlated most with: Maternal Maternal Procedure History:86703-postPregnancy:1.000 Maternal Maternal Procedure History:99401-postPregnancy:0.504 Maternal Maternal Procedure History:86703-otherPregnancy:0.421 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.269 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.269 Maternal Maternal Lab History: HCG-otherPregnancy:0.256 Maternal Maternal Procedure History:81000-postPregnancy:0.252 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.251 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.246 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.245 Newborn Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 0.997 [0.506 1.966] | indivs AUC:0.506 Correlated most with: Newborn Diagnosis:9ccs215:gu cong anom:1.000 Diagnosis:9ccs161:Ot dx kidney:0.472 Newborn Diagnosis:9ccs161:Ot dx kidney:0.197 Diagnosis:9ccs215:gu cong anom:0.185 Newborn Diagnosis:9ccs217:Ot cong anom:0.150 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.139 Diagnosis:9ccs98:HTN:0.139 Maternal Diagnosis:9ccs215:gu cong anom:0.139 Newborn Diagnosis:9ccs166:Oth male gen:0.139 Diagnosis:9ccs162:Ot dx bladdr:0.139 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 174 | OR_unadj: 1.056 [0.704 1.585] | indivs AUC:0.515 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.784 Maternal Maternal Lab History: CREATININE-otherPregnancy:-0.512 Maternal Maternal Procedure History:99000-otherPregnancy:-0.296 Maternal Maternal Procedure History:90656-otherPregnancy:-0.278 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:0.264 Maternal Maternal Lab History: RBC-otherPregnancy:0.208 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:-0.206 Maternal Maternal Lab History: CREATININE-postPregnancy:-0.195 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.179 Maternal Maternal Lab History: ALT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 179 | OR_unadj: 1.389 [0.741 2.603] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: ALT-otherPregnancy:1.000 Maternal Maternal Lab History: AST-otherPregnancy:0.592 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.415 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.411 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:0.332 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.292 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:0.260 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.254 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.237 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.224 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 100 | OR_unadj: 0.583 [0.244 1.394] | indivs AUC:0.515 Correlated most with: Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:1.000 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.250 Maternal Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:0.243 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.223 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.203 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.199 Maternal Maternal Lab History: LDH-otherPregnancy:-0.198 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.193 Maternal Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:-0.189 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.185 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.510 Correlated most with: Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:1.000 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.723 Maternal Maternal Lab History: PATIENT-postPregnancy:0.699 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.681 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.657 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.465 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.464 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.451 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.451 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.431 Maternal Maternal Lab History: WEIGHT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 126 | OR_unadj: 1.596 [0.876 2.909] | indivs AUC:0.545 Correlated most with: Maternal Maternal Lab History: WEIGHT-postPregnancy:1.000 Maternal Vital: Wt-postPregnancy:0.344 Maternal Vital: Wt-otherPregnancy:0.268 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.236 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.190 Maternal Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.182 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.175 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.173 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.171 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.166 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 193 | OR_unadj: 1.064 [0.620 1.824] | indivs AUC:0.476 Correlated most with: Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:1.000 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.611 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.580 Maternal Maternal Lab History: WBC-otherPregnancy:0.528 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.270 Maternal Maternal Lab History: URIC ACID-otherPregnancy:-0.257 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:0.252 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.233 Maternal Maternal Lab History: MAGNESIUM-otherPregnancy:0.227 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.213 Maternal Maternal Procedure History:81025-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 184 | OR_unadj: 0.712 [0.369 1.376] | indivs AUC:0.507 Correlated most with: Maternal Maternal Procedure History:81025-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.333 Maternal Maternal Procedure History:J1055-postPregnancy:0.321 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.233 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.207 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.198 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.196 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.177 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.175 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.174 Maternal Maternal Procedure History:86580-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 191 | OR_unadj: 1.421 [0.548 3.688] | indivs AUC:0.521 Correlated most with: Maternal Maternal Procedure History:86580-otherPregnancy:1.000 Maternal Maternal Procedure History:86580-postPregnancy:0.490 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.203 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.197 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.182 Maternal Maternal Lab History: VLDL-otherPregnancy:0.177 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.176 Lab:323825 STREP SCREEN THROAT - Sunrise:0.174 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.168 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.163 Maternal Maternal Lab History: POTASSIUM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 1.188 [0.698 2.022] | indivs AUC:0.473 Correlated most with: Maternal Maternal Lab History: POTASSIUM-otherPregnancy:1.000 Maternal Maternal Lab History: POTASSIUM-postPregnancy:0.235 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.205 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.199 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.198 Maternal Maternal Lab History: LDH-otherPregnancy:0.188 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.172 Maternal Maternal Procedure History:36415-otherPregnancy:-0.167 Maternal Maternal Procedure History:90656-otherPregnancy:0.150 Maternal Maternal Lab History: FASTING-postPregnancy:0.149 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 112 | OR_unadj: 0.975 [0.442 2.151] | indivs AUC:0.525 Correlated most with: Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.486 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.477 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:0.460 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.376 Maternal Diagnosis:9ccs149:Biliary dx:0.305 Maternal Maternal Lab History: AFP-postPregnancy:0.262 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.261 Maternal Maternal Lab History: AST-postPregnancy:0.196 Maternal Maternal Lab History: LDH-postPregnancy:0.182 Diagnosis:9ccs166:Oth male gen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 92 | OR_unadj: 1.049 [0.636 1.730] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs166:Oth male gen:1.000 Maternal Maternal Procedure History:96372-otherPregnancy:0.104 Diagnosis:9ccs165:Inf male gen:0.102 Maternal Diagnosis:9ccs198:Ot infl skin:0.102 Diagnosis:9ccs142:Appendicitis:0.102 Diagnosis:9ccs230:Fx leg:0.102 Maternal Diagnosis:9ccs215:gu cong anom:0.102 Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:0.102 Newborn Diagnosis:9ccs229:Fx arm:0.102 Newborn Diagnosis:9ccs2620:E Codes: Unspecified:0.102 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 171 | OR_unadj: 0.665 [0.363 1.217] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:1.000 Maternal Maternal Lab History: AFP-postPregnancy:0.421 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.307 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.303 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.303 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.224 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.214 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.185 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.184 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.182 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 96 | OR_unadj: 1.457 [0.665 3.192] | indivs AUC:0.472 Correlated most with: Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.500 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.416 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.398 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.386 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.334 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.291 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.289 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.254 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.252 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 71 | OR_unadj: 0.501 [0.149 1.690] | indivs AUC:0.486 Correlated most with: Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.404 Maternal Maternal Lab History: FASTING-postPregnancy:0.358 Maternal Maternal Lab History: FASTING-otherPregnancy:0.358 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.263 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.261 Maternal Maternal Lab History: AFP-otherPregnancy:0.240 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.197 Maternal Maternal Procedure History:86701-otherPregnancy:0.192 Maternal Maternal Lab History: hCG MoM-otherPregnancy:-0.180 Maternal Maternal Lab History: ALBUMIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 181 | OR_unadj: 0.865 [0.503 1.490] | indivs AUC:0.485 Correlated most with: Maternal Maternal Lab History: ALBUMIN-otherPregnancy:1.000 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.757 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.650 Maternal Maternal Lab History: Alk Phos-otherPregnancy:-0.417 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.317 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.296 Maternal Maternal Lab History: BUN-otherPregnancy:0.280 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.268 Maternal Maternal Lab History: A/G-otherPregnancy:0.261 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.242 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 219 | OR_unadj: 1.116 [0.707 1.760] | indivs AUC:0.505 Correlated most with: Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.395 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.392 Maternal Maternal Procedure History:99401-otherPregnancy:0.361 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.330 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.327 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.320 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.318 Maternal Vital: RR-otherPregnancy:0.317 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.299 * Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 78 | OR_unadj: 0.507 [0.259 0.995] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:1.000 Diagnosis:9ccs250:Nausea/vomit:0.202 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.159 Number of Visits:0.151 Diagnosis:9ccs133:Oth low resp:0.145 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.126 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.124 Maternal Maternal Lab History: INHMOM-postPregnancy:0.122 Diagnosis:9ccs155:Other GI dx:0.121 Maternal Maternal Procedure History:90656-postPregnancy:0.118 Maternal Maternal Lab History: AST (SGOT)-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 83 | OR_unadj: 0.501 [0.149 1.690] | indivs AUC:0.501 Correlated most with: Maternal Maternal Lab History: AST (SGOT)-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.532 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.525 Maternal Maternal Lab History: VLDL-otherPregnancy:0.470 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.460 Maternal Maternal Lab History: ALT-postPregnancy:0.459 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.453 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:-0.429 Maternal Maternal Lab History: VLDL-postPregnancy:0.428 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.410 Diagnosis:9ccs123:Influenza | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.354 [0.595 3.082] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs123:Influenza:1.000 Diagnosis:9ccs188:Pelvic obstr:0.184 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.167 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.163 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.154 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.153 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.148 Maternal Maternal Lab History: PTT-otherPregnancy:0.144 Maternal Maternal Lab History: INR-otherPregnancy:0.137 Maternal Maternal Procedure History:93005-otherPregnancy:0.134 Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.964 [0.268 3.473] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:1.000 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.258 Lab:294147 FREE T4 - LMC:0.232 Maternal Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:0.219 Lab:292147 TSH - Sunrise:0.175 Maternal Diagnosis:9ccs48:Thyroid dsor:0.155 Diagnosis:9ccs245:Syncope:0.151 Diagnosis:9ccs52:Nutrit defic:0.151 Maternal Maternal Lab History: T-4-postPregnancy:0.143 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.133 Maternal Maternal Lab History: URINE KETONES-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 78 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: URINE KETONES-postPregnancy:1.000 Maternal Maternal Lab History: AMYLASE-postPregnancy:-0.326 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.322 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.227 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.224 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:-0.218 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.217 Lab:297275 STREP RAPID TEST (POCT):0.215 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.197 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.195 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 1.329 [0.351 5.033] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:1.000 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.246 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.200 Lab:294199 BILIRUBIN SCAN - LMC:0.183 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.176 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.176 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.156 Maternal Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:-0.151 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:-0.146 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.144 Maternal Maternal Procedure History:59430-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: nan [ nan nan] | indivs AUC:0.517 Correlated most with: Maternal Maternal Procedure History:59430-postPregnancy:1.000 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.352 Maternal Maternal Lab History: T-3(Total)-postPregnancy:0.306 Maternal Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:-0.277 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.254 Maternal Maternal Lab History: PH-otherPregnancy:0.237 Maternal Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:-0.201 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:-0.189 Maternal Vital: BMI-postPregnancy:0.187 Maternal Vital: Temp-otherPregnancy:0.181 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 98 | OR_unadj: 1.401 [0.691 2.840] | indivs AUC:0.519 Correlated most with: Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:1.000 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:-0.279 Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.276 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:-0.250 Maternal Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:0.222 Maternal Maternal Lab History: PTT-otherPregnancy:-0.220 Maternal Maternal Lab History: INR-otherPregnancy:-0.209 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:-0.203 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:-0.192 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:-0.190 Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 180 | OR_unadj: 0.649 [0.338 1.249] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.208 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.189 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.172 Maternal Maternal Lab History: PTT-postPregnancy:0.149 Maternal Maternal Lab History: URINE PH-postPregnancy:-0.146 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.142 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.141 Maternal Maternal Lab History: BUN-otherPregnancy:0.136 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.136 Maternal Maternal Procedure History:90471-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 111 | OR_unadj: 0.618 [0.258 1.483] | indivs AUC:0.505 Correlated most with: Maternal Maternal Procedure History:90471-postPregnancy:1.000 Maternal Maternal Procedure History:90649-postPregnancy:0.419 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.352 Maternal Maternal Procedure History:90656-postPregnancy:0.303 Maternal Maternal Procedure History:92551-postPregnancy:0.299 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.236 Maternal Maternal Lab History: Birch Tree IgE-postPregnancy:-0.224 Maternal Maternal Lab History: Peanut IgE-postPregnancy:-0.224 Maternal Maternal Lab History: Walnut Tree IgE-postPregnancy:-0.224 Maternal Maternal Lab History: Maple Tree IgE-postPregnancy:-0.224 Diagnosis:9ccs76:Meningitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.308 [0.546 3.136] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs76:Meningitis:1.000 Lab:297275 STREP RAPID TEST (POCT):0.106 Diagnosis:9ccs92:Otitis media:0.103 Diagnosis:9ccs124:Tonsillitis:0.084 Maternal Diagnosis:9ccs195:Ot compl bir:-0.083 Diagnosis:9ccs4:Mycoses:0.082 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.081 Maternal Diagnosis:9ccs176:Contraceptiv:0.079 Number of Visits:0.075 Diagnosis:9ccs133:Oth low resp:0.073 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 119 | OR_unadj: 0.720 [0.333 1.553] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.589 Maternal Maternal Lab History: AFP-postPregnancy:0.426 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.376 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.303 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.227 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.207 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.197 Maternal Maternal Lab History: URIC ACID-otherPregnancy:-0.182 Maternal Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.180 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 128 | OR_unadj: 0.955 [0.470 1.937] | indivs AUC:0.507 Correlated most with: Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:1.000 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.238 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.180 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.158 Maternal Maternal Procedure History:86701-postPregnancy:0.155 Maternal Maternal Lab History: PO2-postPregnancy:-0.153 Maternal Maternal Procedure History:86701-otherPregnancy:0.148 Newborn Diagnosis:9ccs252:Fatigue:0.143 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.131 Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.129 Maternal Maternal Procedure History:99401-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 100 | OR_unadj: 1.062 [0.423 2.663] | indivs AUC:0.501 Correlated most with: Maternal Maternal Procedure History:99401-postPregnancy:1.000 Maternal Maternal Procedure History:86703-postPregnancy:0.504 Maternal Maternal Procedure History:99401-otherPregnancy:0.483 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.451 Maternal Maternal Procedure History:81000-postPregnancy:0.343 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.319 Maternal Maternal Diagnosis:9ccs122:Pneumonia-otherPregnancy:0.263 Maternal Maternal Procedure History:99000-postPregnancy:0.236 Maternal Maternal Procedure History:86703-otherPregnancy:0.211 Maternal Maternal Procedure History:36415-postPregnancy:0.201 Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 1.019 [0.604 1.720] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs215:gu cong anom:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.185 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.139 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.107 Maternal Diagnosis:9ccs82:Paralysis:0.106 Maternal Diagnosis:9ccs215:gu cong anom:0.106 Diagnosis:9ccs98:HTN:0.106 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.102 Diagnosis:9ccs51:Ot endo dsor:0.101 Number of Visits:0.100 Maternal Maternal Procedure History:36415-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 139 | OR_unadj: 0.436 [0.153 1.241] | indivs AUC:0.491 Correlated most with: Maternal Maternal Procedure History:36415-postPregnancy:1.000 Maternal Maternal Procedure History:36415-otherPregnancy:0.264 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.240 Maternal Maternal Procedure History:86703-postPregnancy:0.228 Maternal Maternal Lab History: HBV DNA-postPregnancy:0.227 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.224 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.216 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.216 Maternal Maternal Procedure History:90471-postPregnancy:0.215 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.202 Maternal Vital: Wt Change-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 141 | OR_unadj: 1.165 [0.676 2.008] | indivs AUC:0.526 Correlated most with: Maternal Vital: Wt Change-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.408 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.329 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.293 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.257 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.221 Maternal Maternal Lab History: AFP-otherPregnancy:-0.197 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:-0.186 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.185 Diagnosis:9ccs2:Septicemia:-0.162 Maternal Maternal Lab History: CALCIUM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 0.841 [0.497 1.425] | indivs AUC:0.469 Correlated most with: Maternal Maternal Lab History: CALCIUM-otherPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.650 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.528 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.264 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.258 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.257 Maternal Maternal Lab History: Alk Phos-otherPregnancy:-0.248 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.244 Maternal Maternal Lab History: HCG-otherPregnancy:0.241 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.236 * Lab:297262 HEMOGLOBIN (HEMOCUE) | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 3.235 [1.305 8.018] | indivs AUC:0.518 Correlated most with: Lab:297262 HEMOGLOBIN (HEMOCUE):1.000 Lab:295490 17 HYDROXYPROGESTERONE - LMC:0.307 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:-0.307 Diagnosis:9ccs219:Low birth wt:-0.264 Maternal Diagnosis:9ccs83:Epilepsy/cnv:-0.206 Maternal Diagnosis:9ccs159:UTI:-0.194 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.160 Maternal Diagnosis:9ccs175:Ot femal gen:0.158 Diagnosis:9ccs59:Anemia:-0.135 Maternal Diagnosis:9ccs184:Early labor:-0.134 Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 75 | OR_unadj: 2.013 [0.882 4.591] | indivs AUC:0.528 Correlated most with: Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy:1.000 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.298 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.289 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.287 Maternal Maternal Procedure History:86701-otherPregnancy:0.272 Maternal Maternal Procedure History:86701-postPregnancy:0.236 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.236 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.222 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.207 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.163 Maternal Maternal Procedure History:58300-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 87 | OR_unadj: nan [ nan nan] | indivs AUC:0.524 Correlated most with: Maternal Maternal Procedure History:58300-postPregnancy:1.000 Maternal Maternal Procedure History:J7300-postPregnancy:0.742 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.213 Maternal Maternal Lab History: CREATININE-postPregnancy:0.162 Maternal Maternal Procedure History:J7302-postPregnancy:0.148 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.130 Maternal Maternal Lab History: FERRITIN-postPregnancy:-0.127 Maternal Maternal Lab History: INR-otherPregnancy:-0.123 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.122 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.119 Maternal Maternal Lab History: RUBELLA-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 0.482 [0.169 1.381] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: RUBELLA-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.317 Diagnosis:10ccs238:Complic proc:0.253 Diagnosis:9ccs2604:E Codes: Fire/burn:0.253 Maternal Maternal Lab History: RUBELLA-postPregnancy:0.217 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:-0.198 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:0.194 Maternal Maternal Lab History: MAGNESIUM-otherPregnancy:-0.180 Maternal Maternal Diagnosis:9ccs185:Long pregncy-otherPregnancy:-0.179 Maternal Maternal Lab History: eGFR-otherPregnancy:-0.170 Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 68 | OR_unadj: 1.092 [0.616 1.935] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs143:Abdom hernia:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.136 Maternal Maternal Procedure History:96372-otherPregnancy:0.120 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.119 Diagnosis:9ccs51:Ot endo dsor:0.114 Maternal Maternal Procedure History:S9470-postPregnancy:0.113 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.111 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.107 Lab:323854 CULTURE FECES - Sunrise:0.107 Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.107 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 140 | OR_unadj: 1.185 [0.626 2.243] | indivs AUC:0.512 Correlated most with: Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:1.000 Maternal Maternal Procedure History:99401-postPregnancy:0.451 Maternal Maternal Procedure History:S9470-postPregnancy:0.387 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.368 Maternal Maternal Procedure History:81000-postPregnancy:0.336 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.308 Maternal Maternal Procedure History:86703-postPregnancy:0.269 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.222 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.206 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.201 Maternal Maternal Lab History: AFP-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 70 | OR_unadj: 0.500 [0.174 1.434] | indivs AUC:0.483 Correlated most with: Maternal Maternal Lab History: AFP-otherPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.561 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.460 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.407 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.340 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.312 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.299 Maternal Maternal Lab History: WEIGHT-otherPregnancy:-0.248 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.240 Maternal Maternal Lab History: AFP-postPregnancy:0.234 Maternal Maternal Lab History: MONOS-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 0.733 [0.278 1.935] | indivs AUC:0.505 Correlated most with: Maternal Maternal Lab History: MONOS-otherPregnancy:1.000 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.432 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.416 Maternal Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:0.387 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.366 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.307 Maternal Maternal Lab History: MONOS-postPregnancy:0.237 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.224 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.201 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.200 Maternal Vital: PL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 68 | OR_unadj: 1.062 [0.423 2.663] | indivs AUC:0.526 Correlated most with: Maternal Vital: PL-otherPregnancy:1.000 Maternal Vital: HR-otherPregnancy:0.310 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.304 Maternal Vital: PL-postPregnancy:0.291 Maternal Maternal Lab History: A/G RATIO-postPregnancy:0.250 Maternal Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:-0.250 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.232 Maternal Vital: BP-otherPregnancy:0.213 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.200 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.198 Maternal Maternal Procedure History:J7300-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: nan [ nan nan] | indivs AUC:0.513 Correlated most with: Maternal Maternal Procedure History:J7300-postPregnancy:1.000 Maternal Maternal Procedure History:58300-postPregnancy:0.742 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.171 Maternal Maternal Lab History: CREATININE-postPregnancy:0.169 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.168 Maternal Maternal Lab History: INR-otherPregnancy:-0.163 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.157 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.138 Maternal Maternal Lab History: PT-otherPregnancy:-0.134 Maternal Maternal Procedure History:90656-otherPregnancy:0.129 Maternal Vital: RR-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 41 | OR_unadj: 1.419 [0.443 4.549] | indivs AUC:0.507 Correlated most with: Maternal Vital: RR-postPregnancy:1.000 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.252 Maternal Maternal Lab History: PATIENT-postPregnancy:0.250 Maternal Maternal Lab History: UIBC-postPregnancy:0.204 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:-0.201 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:-0.171 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.170 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.167 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.162 Maternal Maternal Lab History: T-4-postPregnancy:0.156 Maternal Maternal Lab History: WEIGHT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 73 | OR_unadj: 2.078 [0.980 4.405] | indivs AUC:0.521 Correlated most with: Maternal Maternal Lab History: WEIGHT-otherPregnancy:1.000 Maternal Vital: Wt-otherPregnancy:0.575 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.382 Maternal Vital: Wt-postPregnancy:0.360 Maternal Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:0.330 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.301 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.298 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:-0.283 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.272 Maternal Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.256 Maternal Maternal Lab History: ESTRIOL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 74 | OR_unadj: 0.982 [0.362 2.662] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: ESTRIOL-otherPregnancy:1.000 Maternal Maternal Lab History: AFP-otherPregnancy:0.561 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.404 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.391 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.319 Maternal Maternal Lab History: IRON-otherPregnancy:0.310 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.299 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.281 Maternal Maternal Lab History: hCG MoM-otherPregnancy:-0.276 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.275 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 0.703 [0.290 1.701] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:1.000 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.202 Lab:294495 LEAD, BLOOD - LMC:-0.201 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.194 Maternal Maternal Lab History: PTT-postPregnancy:0.182 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.172 Maternal Maternal Lab History: WEIGHT-postPregnancy:-0.166 Maternal Maternal Lab History: GTT 90 MIN-postPregnancy:0.166 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.165 Diagnosis:9ccs142:Appendicitis:0.159 Maternal Maternal Procedure History:90656-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 76 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.499 Correlated most with: Maternal Maternal Procedure History:90656-postPregnancy:1.000 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.403 Maternal Maternal Lab History: HCG-otherPregnancy:0.342 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.333 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.324 Maternal Maternal Lab History: INHMOM-postPregnancy:0.324 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.312 Maternal Maternal Procedure History:90471-postPregnancy:0.303 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.289 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.277 Maternal Diagnosis:9ccs182:Hemorr preg | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.369 [0.086 1.591] | indivs AUC:0.494 Correlated most with: Maternal Diagnosis:9ccs182:Hemorr preg:1.000 Maternal Diagnosis:9ccs184:Early labor:0.250 Maternal Diagnosis:9ccs140:Gastritis:0.217 Diagnosis:9ccs98:HTN:0.217 Newborn Diagnosis:9ccs220:Birth asphyx:0.217 Newborn Diagnosis:9ccs219:Low birth wt:0.215 Maternal Maternal Procedure History:96372-otherPregnancy:0.201 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.190 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.131 Newborn Diagnosis:9ccs256:Exam/eval:0.131 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.772 [0.323 9.712] | indivs AUC:0.506 Correlated most with: Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:1.000 Maternal Maternal Procedure History:85018-postPregnancy:-0.388 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.376 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.294 Maternal Maternal Procedure History:76830-postPregnancy:-0.281 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.221 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.146 Maternal Maternal Lab History: PO2-postPregnancy:0.141 Maternal Maternal Lab History: WBC-postPregnancy:-0.131 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:-0.120 Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.386 [0.968 5.880] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs117:Ot circul dx:1.000 Diagnosis:9ccs96:Hrt valve dx:0.228 Diagnosis:9ccs213:Cardiac anom:0.225 Newborn Diagnosis:9ccs106:Dysrhythmia:0.222 Diagnosis:9ccs105:Conduction:0.222 Newborn Diagnosis:9ccs239:Superfic inj:0.222 Newborn Diagnosis:9ccs97:Carditis:0.222 Newborn Diagnosis:9ccs104:Oth heart dx:0.222 Newborn Diagnosis:9ccs200:Oth skin dx:0.220 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.204 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 80 | OR_unadj: 0.942 [0.428 2.071] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:1.000 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:-0.172 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:-0.163 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.153 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:-0.146 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:-0.142 Maternal Maternal Lab History: WBC-postPregnancy:0.137 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:-0.133 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.132 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.131 Diagnosis:9ccs2603:E Codes: Fall | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 1.370 [0.655 2.866] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs2603:E Codes: Fall:1.000 Diagnosis:10ccs58:Ot nutrit dx:0.703 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.156 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.142 Diagnosis:9ccs8:Oth infectns:0.132 Diagnosis:9ccs64:Ot hematl dx:0.128 Diagnosis:9ccs165:Inf male gen:0.124 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.118 Diagnosis:9ccs70:Schizo/rl dx:0.114 Diagnosis:9ccs2619:e codes: other specified- nec:0.114 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 109 | OR_unadj: 1.062 [0.500 2.257] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:1.000 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.578 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.310 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.272 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.261 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.251 Maternal Maternal Procedure History:93005-otherPregnancy:0.241 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.237 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.227 Maternal Vital: Wt Change-otherPregnancy:-0.221 Diagnosis:9ccs247:Lymph enlarg | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.627 [0.240 1.634] | indivs AUC:0.483 Correlated most with: Diagnosis:9ccs247:Lymph enlarg:1.000 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.210 Diagnosis:9ccs3:Oth bact inf:0.202 Newborn Diagnosis:9ccs204:Ot joint dx:0.172 Maternal Diagnosis:9ccs126:Ot up rsp in:0.172 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.151 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.143 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.140 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.127 Maternal Maternal Procedure History:92551-postPregnancy:0.124 Maternal Maternal Lab History: POLYS-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 0.746 [0.327 1.699] | indivs AUC:0.491 Correlated most with: Maternal Maternal Lab History: POLYS-otherPregnancy:1.000 Maternal Maternal Lab History: MONOS-otherPregnancy:-0.432 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.413 Maternal Vital: Ht Percentile-otherPregnancy:-0.324 Diagnosis:9ccs109:Acute CVD:-0.278 Maternal Maternal Lab History: POLYS-postPregnancy:0.277 Maternal Vital: Ht Percentile-postPregnancy:-0.262 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.257 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.244 Maternal Maternal Lab History: WBC-otherPregnancy:0.242 Maternal Vital: BMI Percentile-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.754 [0.310 1.834] | indivs AUC:0.502 Correlated most with: Maternal Vital: BMI Percentile-postPregnancy:1.000 Maternal Vital: BMI Percentile-otherPregnancy:0.557 Maternal Vital: Wt Percentile-otherPregnancy:0.491 Maternal Vital: Wt Percentile-postPregnancy:0.423 Maternal Vital: Ht Percentile-otherPregnancy:0.276 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:-0.233 Maternal Vital: Wt-postPregnancy:0.202 Maternal Maternal Lab History: MUMPS IGG-postPregnancy:-0.198 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.193 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:-0.173 Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.386 [0.968 5.880] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs211:Ot conn tiss:1.000 Diagnosis:9ccs204:Ot joint dx:0.255 Diagnosis:9ccs105:Conduction:0.222 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.208 Maternal Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:-0.159 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:-0.159 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:0.149 Diagnosis:9ccs95:Oth nerv dx:0.147 Maternal Maternal Lab History: FERRITIN-otherPregnancy:-0.136 Diagnosis:9ccs52:Nutrit defic:0.126 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 44 | OR_unadj: 0.390 [0.090 1.687] | indivs AUC:0.486 Correlated most with: Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:-0.289 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.226 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.192 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.189 Maternal Vital: BMI Percentile-otherPregnancy:-0.178 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.160 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.152 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.149 Maternal Maternal Procedure History:97001-postPregnancy:0.147 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 81 | OR_unadj: 0.499 [0.194 1.282] | indivs AUC:0.503 Correlated most with: Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:0.265 Maternal Maternal Lab History: TWIN B NT-postPregnancy:-0.177 Maternal Maternal Lab History: TWIN B CRL-postPregnancy:-0.177 Maternal Maternal Lab History: Elm Tree IgE-postPregnancy:0.169 Maternal Maternal Lab History: Maple Tree IgE-postPregnancy:0.169 Maternal Maternal Lab History: Oak Tree IgE-postPregnancy:0.169 Maternal Maternal Lab History: Walnut Tree IgE-postPregnancy:0.169 Maternal Maternal Lab History: Birch Tree IgE-postPregnancy:0.169 Maternal Maternal Lab History: Cottonwood Tree IgE-postPregnancy:0.169 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 1.921 [0.761 4.848] | indivs AUC:0.511 Correlated most with: Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.387 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.260 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.240 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.215 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.192 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.184 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.184 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.182 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.176 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 34 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.478 Correlated most with: Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.681 Maternal Maternal Lab History: PATIENT-postPregnancy:0.642 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.621 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.535 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.466 Maternal Maternal Procedure History:90746-postPregnancy:0.451 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.425 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.425 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.374 Newborn Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs161:Ot dx kidney:1.000 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.407 Diagnosis:9ccs161:Ot dx kidney:0.218 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.218 Diagnosis:9ccs163:Other GU dx:0.202 Newborn Diagnosis:9ccs215:gu cong anom:0.197 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.152 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:-0.123 Diagnosis:9ccs247:Lymph enlarg:0.120 Maternal Maternal Procedure History:36415-postPregnancy:0.117 Maternal Maternal Procedure History:90656-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 80 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Procedure History:90656-otherPregnancy:1.000 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.467 Maternal Maternal Procedure History:99000-otherPregnancy:0.349 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.278 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.246 Maternal Maternal Procedure History:86703-postPregnancy:-0.217 Maternal Maternal Lab History: CREATININE-postPregnancy:0.211 Maternal Maternal Procedure History:81000-postPregnancy:-0.210 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.199 Maternal Maternal Procedure History:99000-postPregnancy:-0.194 Newborn Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.127 [0.478 2.660] | indivs AUC:0.505 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:1.000 Diagnosis:9ccs223:Birth trauma:0.273 Diagnosis:9ccs188:Pelvic obstr:0.184 Newborn Diagnosis:9ccs91:Other eye dx:0.184 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.184 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.167 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.162 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.161 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.154 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.153 Diagnosis:9ccs244:Other injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 1.251 [0.658 2.378] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs244:Other injury:1.000 Number of Visits:0.143 Maternal Diagnosis:9ccs126:Ot up rsp in:0.139 Newborn Diagnosis:9ccs252:Fatigue:0.139 Diagnosis:9ccs230:Fx leg:0.139 Maternal Diagnosis:9ccs1:Tuberculosis:0.139 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.135 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.133 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.131 Diagnosis:9ccs165:Inf male gen:0.118 Maternal Maternal Procedure History:36415-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 107 | OR_unadj: 0.955 [0.470 1.937] | indivs AUC:0.494 Correlated most with: Maternal Maternal Procedure History:36415-otherPregnancy:1.000 Maternal Maternal Procedure History:36415-postPregnancy:0.264 Maternal Maternal Procedure History:86701-postPregnancy:0.261 Maternal Maternal Procedure History:86701-otherPregnancy:0.196 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:-0.167 Maternal Vital: Temp-otherPregnancy:-0.162 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:-0.156 Maternal Diagnosis:9ccs155:Other GI dx:0.154 Diagnosis:10ccs238:Complic proc:0.148 Diagnosis:9ccs2604:E Codes: Fire/burn:0.148 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 76 | OR_unadj: 0.519 [0.180 1.492] | indivs AUC:0.501 Correlated most with: Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:1.000 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.244 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.221 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.210 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:-0.208 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.206 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.186 Maternal Maternal Diagnosis:9ccs122:Pneumonia-otherPregnancy:0.180 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.177 Maternal Maternal Lab History: PO2-postPregnancy:0.176 Vital: HC Percentile-latest | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 0.784 [0.264 2.329] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs69:Affective dx:0.137 Maternal Diagnosis:9ccs67:Subst-r mntl:0.122 Diagnosis:9ccs5:HIV infectn:0.122 Diagnosis:9ccs48:Thyroid dsor:0.090 Diagnosis:9ccs83:Epilepsy/cnv:-0.084 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy:0.073 Maternal Vital: RR-otherPregnancy:0.071 Maternal Diagnosis:9ccs128:Asthma:-0.069 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:-0.066 Maternal Diagnosis:9ccs48:Thyroid dsor:0.062 Maternal Maternal Procedure History:90649-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.776 [0.532 5.930] | indivs AUC:0.508 Correlated most with: Maternal Maternal Procedure History:90649-postPregnancy:1.000 Maternal Maternal Procedure History:90471-postPregnancy:0.419 Maternal Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:0.267 Maternal Maternal Lab History: Birch Tree IgE-postPregnancy:-0.231 Maternal Maternal Lab History: Peanut IgE-postPregnancy:-0.231 Maternal Maternal Lab History: Walnut Tree IgE-postPregnancy:-0.231 Maternal Maternal Lab History: Elm Tree IgE-postPregnancy:-0.231 Maternal Maternal Lab History: Cottonwood Tree IgE-postPregnancy:-0.231 Maternal Maternal Lab History: Oak Tree IgE-postPregnancy:-0.231 Maternal Maternal Lab History: Maple Tree IgE-postPregnancy:-0.231 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 122 | OR_unadj: 1.428 [0.724 2.816] | indivs AUC:0.515 Correlated most with: Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:1.000 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.660 Maternal Maternal Lab History: VLDL-postPregnancy:0.584 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.449 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.350 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.258 Maternal Vital: Wt-postPregnancy:0.256 Diagnosis:9ccs142:Appendicitis:0.247 Maternal Maternal Lab History: GTT 90 MIN-postPregnancy:0.241 Maternal Maternal Lab History: ALT-postPregnancy:0.235 Lab:297275 STREP RAPID TEST (POCT) | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Lab:297275 STREP RAPID TEST (POCT):1.000 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:-0.269 Diagnosis:9ccs145:Int obstruct:0.264 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.215 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.168 Maternal Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:-0.155 Diagnosis:9ccs3:Oth bact inf:0.138 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:-0.119 Diagnosis:9ccs76:Meningitis:0.106 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:-0.098 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 70 | OR_unadj: 1.365 [0.484 3.852] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:1.000 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.238 Maternal Maternal Lab History: PTT-otherPregnancy:-0.223 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.221 Diagnosis:9ccs2604:E Codes: Fire/burn:0.213 Diagnosis:10ccs238:Complic proc:0.213 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.210 Maternal Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:-0.208 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:0.207 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:-0.205 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 88 | OR_unadj: 0.782 [0.321 1.909] | indivs AUC:0.499 Correlated most with: Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs225:Joint injury-postPregnancy:0.303 Maternal Maternal Procedure History:97530-postPregnancy:-0.232 Maternal Maternal Lab History: LACTIC ACID-postPregnancy:0.227 Maternal Maternal Procedure History:J3301-postPregnancy:0.227 Maternal Maternal Procedure History:20550-postPregnancy:0.227 Maternal Maternal Lab History: T-4-postPregnancy:0.190 Maternal Maternal Procedure History:97112-postPregnancy:0.186 Maternal Maternal Procedure History:87880-postPregnancy:0.183 Maternal Maternal Procedure History:97140-postPregnancy:-0.183 Maternal Diagnosis:9ccs46:Bnign ut neo | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.520 [0.391 5.904] | indivs AUC:0.502 Correlated most with: Maternal Diagnosis:9ccs46:Bnign ut neo:1.000 Maternal Diagnosis:9ccs116:Art embolism:0.315 Maternal Diagnosis:9ccs131:Adlt resp fl:0.315 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.138 Maternal Diagnosis:9ccs60:Acut p-h anm:0.131 Maternal Diagnosis:9ccs61:Sickle cell:0.115 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.101 Maternal Diagnosis:9ccs238:Complic proc:0.101 MatDeliveryAge:0.094 Maternal Diagnosis:9ccs195:Ot compl bir:0.083 Maternal Maternal Lab History: VLDL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 69 | OR_unadj: 0.982 [0.362 2.662] | indivs AUC:0.495 Correlated most with: Maternal Maternal Lab History: VLDL-postPregnancy:1.000 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.584 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.502 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.428 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.313 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.299 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.288 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.267 Maternal Maternal Lab History: VLDL-otherPregnancy:0.246 Maternal Maternal Lab History: ALT-postPregnancy:0.243 Maternal Maternal Lab History: LDH-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 96 | OR_unadj: 0.374 [0.113 1.237] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: LDH-postPregnancy:1.000 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.445 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.404 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.381 Maternal Maternal Lab History: CALCIUM-postPregnancy:-0.378 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.372 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:0.333 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:-0.275 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.263 Maternal Maternal Lab History: AST-postPregnancy:0.239 Maternal Maternal Lab History: POLYS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 135 | OR_unadj: 0.779 [0.412 1.471] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: POLYS-postPregnancy:1.000 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.374 Maternal Maternal Lab History: MONOS-postPregnancy:-0.279 Maternal Maternal Lab History: POLYS-otherPregnancy:0.277 Maternal Maternal Procedure History:81000-postPregnancy:0.269 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.246 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.242 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:-0.203 Maternal Maternal Lab History: WBC-postPregnancy:0.187 Maternal Maternal Lab History: IRON-postPregnancy:-0.173 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 91 | OR_unadj: 0.658 [0.273 1.585] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.248 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:-0.220 Maternal Vital: RR-otherPregnancy:-0.201 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.196 Maternal Maternal Procedure History:90801-postPregnancy:0.168 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.153 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.153 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.153 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.153 Maternal Maternal Lab History: BUN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 0.964 [0.457 2.032] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: BUN-postPregnancy:1.000 Maternal Maternal Lab History: SODIUM-postPregnancy:0.266 Maternal Maternal Lab History: BUN-otherPregnancy:0.252 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.228 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.192 Maternal Maternal Lab History: MUMPS IGG-postPregnancy:-0.190 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.190 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:-0.183 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.178 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.174 Maternal Vital: Temp-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 103 | OR_unadj: 0.936 [0.502 1.744] | indivs AUC:0.500 Correlated most with: Maternal Vital: Temp-otherPregnancy:1.000 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.259 Diagnosis:9ccs232:Sprain:-0.233 Maternal Vital: Temp-postPregnancy:0.232 Maternal Maternal Procedure History:59430-postPregnancy:0.181 Diagnosis:9ccs246:FUO:-0.176 Maternal Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:-0.169 Maternal Maternal Procedure History:36415-otherPregnancy:-0.162 Maternal Maternal Lab History: RDW-otherPregnancy:0.146 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:-0.142 Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 39 | OR_unadj: 1.225 [0.592 2.537] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs47:Ot bnign neo:1.000 Diagnosis:9ccs105:Conduction:0.158 Newborn Diagnosis:9ccs200:Oth skin dx:0.155 Maternal Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:-0.115 Diagnosis:9ccs44:Neoplsm unsp:0.109 Diagnosis:9ccs62:Coag/hemr dx:0.105 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.102 Maternal Maternal Lab History: PO2-postPregnancy:0.095 Diagnosis:9ccs117:Ot circul dx:0.093 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.089 Maternal Maternal Lab History: FREE T-4-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 0.234 [0.031 1.775] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: FREE T-4-postPregnancy:1.000 Maternal Maternal Lab History: FREE T3-postPregnancy:0.446 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.364 Maternal Maternal Lab History: FOLATE-postPregnancy:0.323 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.267 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:0.264 Maternal Diagnosis:9ccs48:Thyroid dsor:0.250 Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.229 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.229 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:-0.213 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.586 [0.172 2.000] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.693 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.382 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:-0.327 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.292 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.248 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.219 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.211 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.187 Maternal Maternal Lab History: PH-otherPregnancy:0.177 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 71 | OR_unadj: 1.292 [0.571 2.925] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:1.000 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.478 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.434 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.228 Maternal Maternal Procedure History:93005-otherPregnancy:0.220 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.204 Maternal Maternal Diagnosis:9ccs122:Pneumonia-otherPregnancy:0.199 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.198 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.179 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.174 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 72 | OR_unadj: 1.252 [0.490 3.198] | indivs AUC:0.519 Correlated most with: Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:1.000 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.467 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.460 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.459 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.350 Maternal Maternal Lab History: ALT-otherPregnancy:0.292 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.291 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.284 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.265 Maternal Maternal Procedure History:90746-postPregnancy:-0.241 Maternal Diagnosis:9ccs60:Acut p-h anm | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.175 [0.023 1.306] | indivs AUC:0.496 Correlated most with: Maternal Diagnosis:9ccs60:Acut p-h anm:1.000 Maternal Diagnosis:9ccs131:Adlt resp fl:0.217 Maternal Diagnosis:9ccs116:Art embolism:0.217 Maternal Maternal Procedure History:96372-otherPregnancy:0.213 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.190 Maternal Maternal Procedure History:97530-postPregnancy:-0.179 Maternal Diagnosis:9ccs181:Ot preg comp:0.176 Maternal Maternal Procedure History:97112-postPregnancy:0.164 Maternal Maternal Procedure History:J3301-postPregnancy:0.155 Maternal Maternal Procedure History:97035-postPregnancy:0.155 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 78 | OR_unadj: nan [ nan nan] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:1.000 Maternal Maternal Lab History: HCG-otherPregnancy:0.807 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.790 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.775 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.763 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.730 Maternal Maternal Lab History: INHMOM-postPregnancy:0.705 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.615 Maternal Maternal Lab History: TWIN B CRL-postPregnancy:-0.555 Maternal Maternal Lab History: TWIN B NT-postPregnancy:-0.555 Diagnosis:9ccs251:Abdomnl pain | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.520 [0.391 5.904] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:1.000 Maternal Maternal Lab History: FREE T3-postPregnancy:-0.208 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:0.132 Maternal Maternal Lab History: NTQR-LOCATION ID-postPregnancy:-0.129 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.109 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.096 Diagnosis:9ccs141:Ot dx stomch:0.090 Maternal Diagnosis:9ccs188:Pelvic obstr:0.086 Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.084 Diagnosis:9ccs205:Back problem:0.082 Maternal Maternal Procedure History:86580-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 86 | OR_unadj: 1.010 [0.331 3.088] | indivs AUC:0.514 Correlated most with: Maternal Maternal Procedure History:86580-postPregnancy:1.000 Maternal Maternal Procedure History:86580-otherPregnancy:0.490 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.234 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:0.199 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.182 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.172 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.170 Maternal Maternal Lab History: APTT-postPregnancy:0.157 Maternal Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:-0.155 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.155 Maternal Maternal Lab History: ANION GAP-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 66 | OR_unadj: 0.964 [0.388 2.394] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: ANION GAP-postPregnancy:1.000 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.244 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.215 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.175 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:0.166 Maternal Diagnosis:9ccs253:Allergy:-0.161 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.158 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.156 Maternal Vital: Wt Change-otherPregnancy:0.155 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.154 Maternal Maternal Procedure History:99000-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 110 | OR_unadj: nan [ nan nan] | indivs AUC:0.521 Correlated most with: Maternal Maternal Procedure History:99000-otherPregnancy:1.000 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.549 Maternal Maternal Procedure History:90656-otherPregnancy:0.349 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.296 Maternal Maternal Lab History: CREATININE-postPregnancy:0.220 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.212 Maternal Maternal Procedure History:99000-postPregnancy:-0.210 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.193 Maternal Maternal Procedure History:81000-postPregnancy:-0.187 Maternal Maternal Procedure History:99401-postPregnancy:-0.146 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:1.000 Maternal Maternal Lab History: CPK-postPregnancy:0.477 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:-0.189 Maternal Diagnosis:9ccs211:Ot conn tiss:0.174 Lab:323854 CULTURE FECES - Sunrise:-0.164 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.164 Maternal Maternal Lab History: FOLATE-postPregnancy:-0.159 Newborn Diagnosis:9ccs0:No DX:0.158 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.143 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.142 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 0.822 [0.358 1.886] | indivs AUC:0.497 Correlated most with: Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:1.000 Maternal Maternal Lab History: AFP-otherPregnancy:0.340 Maternal Maternal Lab History: FERRITIN-otherPregnancy:0.308 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.307 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.263 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.227 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.213 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.209 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.201 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:0.196 Vital: HC Percentile-avg0to1 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: BUN-otherPregnancy:-0.173 Newborn Diagnosis:9ccs253:Allergy:-0.170 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.165 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.129 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.118 Diagnosis:9ccs117:Ot circul dx:-0.101 Maternal Maternal Lab History: POTASSIUM-postPregnancy:-0.095 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:-0.087 Diagnosis:9ccs213:Cardiac anom:-0.080 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.080 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.489 Correlated most with: Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:1.000 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.499 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.433 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.336 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.291 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:-0.286 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.253 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.205 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.173 Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.159 Maternal Maternal Procedure History:90471-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 0.706 [0.154 3.235] | indivs AUC:0.499 Correlated most with: Maternal Maternal Procedure History:90471-otherPregnancy:1.000 Maternal Maternal Procedure History:96372-otherPregnancy:0.256 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.252 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.243 Maternal Maternal Procedure History:97803-otherPregnancy:0.237 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:-0.225 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:-0.210 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.205 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.204 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.202 Maternal Maternal Procedure History:90472-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Procedure History:90472-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.458 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.456 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.430 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:0.370 Maternal Maternal Procedure History:20550-postPregnancy:-0.370 Maternal Maternal Procedure History:J3301-postPregnancy:-0.370 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.360 Maternal Maternal Procedure History:90746-postPregnancy:0.298 Maternal Vital: RR-otherPregnancy:0.271 Maternal Maternal Lab History: hCG MoM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 0.951 [0.410 2.208] | indivs AUC:0.491 Correlated most with: Maternal Maternal Lab History: hCG MoM-otherPregnancy:1.000 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.803 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.434 Maternal Maternal Lab History: HCG-otherPregnancy:0.311 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:-0.276 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.272 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.271 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.262 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.259 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.254 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 70 | OR_unadj: 0.930 [0.345 2.506] | indivs AUC:0.503 Correlated most with: Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:1.000 Maternal Diagnosis:9ccs48:Thyroid dsor:0.275 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.261 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.225 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.225 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.212 Maternal Maternal Procedure History:J3301-postPregnancy:0.201 Maternal Maternal Procedure History:20550-postPregnancy:0.201 Maternal Maternal Procedure History:97530-postPregnancy:-0.192 Maternal Maternal Lab History: FREE T-4-postPregnancy:0.183 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 71 | OR_unadj: 0.951 [0.410 2.208] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:1.000 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.803 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.478 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:-0.299 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.261 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:0.244 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:-0.213 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.202 Maternal Maternal Lab History: FASTING-postPregnancy:-0.192 Maternal Maternal Lab History: AFP-otherPregnancy:-0.192 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 76 | OR_unadj: 1.784 [0.758 4.201] | indivs AUC:0.532 Correlated most with: Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.359 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.305 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.274 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.267 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.267 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.260 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.236 Maternal Maternal Procedure History:81000-otherPregnancy:0.235 Newborn Diagnosis:9ccs239:Superfic inj:0.231 Diagnosis:9ccs240:Burns | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.830 [0.278 2.482] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs240:Burns:1.000 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.196 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.180 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.179 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.179 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.179 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.176 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.167 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.165 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:0.155 Maternal Maternal Lab History: MONOS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 135 | OR_unadj: 0.746 [0.373 1.490] | indivs AUC:0.517 Correlated most with: Maternal Maternal Lab History: MONOS-postPregnancy:1.000 Maternal Maternal Lab History: POLYS-postPregnancy:-0.279 Maternal Diagnosis:9ccs142:Appendicitis:0.244 Maternal Maternal Lab History: MONOS-otherPregnancy:0.237 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.223 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.183 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:-0.171 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.171 Maternal Maternal Procedure History:90801-postPregnancy:0.169 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.169 Maternal Maternal Lab History: BUN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 100 | OR_unadj: 1.120 [0.580 2.166] | indivs AUC:0.501 Correlated most with: Maternal Maternal Lab History: BUN-otherPregnancy:1.000 Maternal Maternal Lab History: HCG-otherPregnancy:0.297 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.292 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.281 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.280 Maternal Maternal Lab History: BUN-postPregnancy:0.252 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.251 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.246 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.232 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.229 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 1.010 [0.209 4.884] | indivs AUC:0.507 Correlated most with: Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.421 Maternal Maternal Procedure History:90746-postPregnancy:0.338 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.332 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.309 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.288 Maternal Maternal Procedure History:20550-postPregnancy:-0.284 Maternal Maternal Procedure History:J3301-postPregnancy:-0.284 Maternal Maternal Diagnosis:9ccs244:Other injury-postPregnancy:-0.277 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.276 Diagnosis:9ccs258:Other screen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.822 [0.358 1.886] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs258:Other screen:1.000 Diagnosis:9ccs2619:e codes: other specified- nec:0.230 Diagnosis:9ccs239:Superfic inj:0.184 Diagnosis:9ccs137:Mouth dx:0.165 Newborn Diagnosis:9ccs134:Ot uppr resp:0.163 Number of Visits:0.156 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.154 Diagnosis:9ccs155:Other GI dx:0.145 Maternal Maternal Lab History: LEAD LEVEL-postPregnancy:0.136 Maternal Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:0.136 Diagnosis:9ccs8:Oth infectns | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.106 [0.403 3.040] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs8:Oth infectns:1.000 Maternal Diagnosis:9ccs9:Sexual Infxs:0.217 Maternal Maternal Lab History: FASTING-postPregnancy:0.171 Maternal Maternal Lab History: FASTING-otherPregnancy:0.162 Diagnosis:9ccs2603:E Codes: Fall:0.132 Diagnosis:9ccs2620:E Codes: Unspecified:0.122 Maternal Diagnosis:9ccs55:Fluid/elc dx:0.122 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.117 Diagnosis:9ccs63:Wht blood dx:0.105 Diagnosis:9ccs61:Sickle cell:0.105 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 0.369 [0.086 1.591] | indivs AUC:0.481 Correlated most with: Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.359 Maternal Diagnosis:9ccs211:Ot conn tiss:0.351 Maternal Maternal Lab History: HEPATITIS B DNA-postPregnancy:-0.211 Maternal Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:-0.211 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.187 Maternal Maternal Procedure History:90656-postPregnancy:0.185 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.175 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.164 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:-0.161 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.504 [0.062 4.108] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.653 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.452 Maternal Maternal Lab History: T-3(Total)-postPregnancy:0.387 Maternal Maternal Lab History: FREE T-4-postPregnancy:0.364 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.338 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.333 Maternal Diagnosis:9ccs48:Thyroid dsor:0.275 Maternal Maternal Lab History: FREE T3-postPregnancy:0.271 Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.262 * Maternal Diagnosis:9ccs98:HTN | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 5.024 [1.585 15.918] | indivs AUC:0.502 Correlated most with: Maternal Diagnosis:9ccs98:HTN:1.000 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.259 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.237 Maternal Diagnosis:9ccs183:HTN in preg:0.230 Maternal Maternal Procedure History:93005-otherPregnancy:0.208 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.205 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.205 Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.205 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.193 Lab:292147 TSH - Sunrise:-0.188 Maternal Maternal Lab History: INHMOM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.830 [0.278 2.482] | indivs AUC:0.490 Correlated most with: Maternal Maternal Lab History: INHMOM-postPregnancy:1.000 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.705 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.604 Maternal Maternal Lab History: HCG-otherPregnancy:0.600 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.580 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.553 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.548 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.497 Maternal Maternal Lab History: HCG-postPregnancy:0.492 Maternal Maternal Lab History: APF MoM-postPregnancy:0.358 Diagnosis:9ccs243:Poisn nonmed | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.031 [0.592 6.976] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs243:Poisn nonmed:1.000 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.185 Diagnosis:9ccs145:Int obstruct:0.171 Diagnosis:9ccs51:Ot endo dsor:0.148 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.135 Diagnosis:9ccs240:Burns:0.124 Maternal Diagnosis:9ccs163:Other GU dx:0.119 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.118 Lab:292495 LEAD LEVEL - Sunrise:-0.102 Diagnosis:9ccs151:Oth liver dx:0.096 Maternal Maternal Lab History: GAMMA GT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 95 | OR_unadj: 0.527 [0.156 1.782] | indivs AUC:0.515 Correlated most with: Maternal Maternal Lab History: GAMMA GT-postPregnancy:1.000 Diagnosis:9ccs142:Appendicitis:0.387 Maternal Maternal Lab History: GTT 90 MIN-postPregnancy:0.329 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.281 Maternal Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:0.263 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.247 Maternal Maternal Lab History: AMYLASE-postPregnancy:0.222 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.195 Maternal Maternal Lab History: FOLATE-postPregnancy:-0.181 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.157 Maternal Maternal Lab History: GLOBULIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: 0.519 [0.180 1.492] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: GLOBULIN-postPregnancy:1.000 Maternal Maternal Lab History: A/G-postPregnancy:-0.893 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.272 Maternal Maternal Procedure History:87880-postPregnancy:0.264 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.245 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.242 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.234 Maternal Maternal Lab History: CHLORIDE-postPregnancy:-0.215 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.214 Maternal Maternal Lab History: VLDL-postPregnancy:0.212 * Maternal Diagnosis:9ccs61:Sickle cell | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 4.754 [1.059 21.333] | indivs AUC:0.510 Correlated most with: Maternal Diagnosis:9ccs61:Sickle cell:1.000 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.134 Lab:294205 TSH REFLEX TO FT4 - LMC:0.126 Maternal Diagnosis:9ccs46:Bnign ut neo:0.115 Maternal Diagnosis:9ccs196:Nml preg/del:-0.110 Maternal Diagnosis:9ccs181:Ot preg comp:0.108 Diagnosis:10ccs58:Ot nutrit dx:0.083 Maternal Diagnosis:9ccs60:Acut p-h anm:0.076 Diagnosis:9ccs8:Oth infectns:0.076 Diagnosis:9ccs83:Epilepsy/cnv:0.074 * Diagnosis:9ccs209:Ot acq defor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 2.766 [1.203 6.358] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs209:Ot acq defor:1.000 Diagnosis:9ccs212:Ot bone dx:0.182 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.125 Maternal Maternal Lab History: LEAD LEVEL-otherPregnancy:0.095 Diagnosis:9ccs2603:E Codes: Fall:0.089 Diagnosis:10ccs58:Ot nutrit dx:0.088 Maternal Maternal Lab History: LEAD LEVEL-postPregnancy:-0.086 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.086 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.082 Maternal Vital: BMI Percentile-postPregnancy:-0.082 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 0.733 [0.278 1.935] | indivs AUC:0.475 Correlated most with: Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:1.000 Maternal Maternal Lab History: TWIN B NT-postPregnancy:0.446 Maternal Maternal Lab History: TWIN B CRL-postPregnancy:0.446 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.391 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.389 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.363 Maternal Maternal Lab History: HCG-otherPregnancy:-0.357 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.345 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.286 Maternal Vital: BMI-postPregnancy:-0.272 Newborn Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs47:Ot bnign neo:1.000 Diagnosis:9ccs106:Dysrhythmia:0.353 Newborn Diagnosis:9ccs191:Amnios dx:0.315 Diagnosis:9ccs83:Epilepsy/cnv:0.148 Diagnosis:9ccs258:Other screen:0.113 Diagnosis:9ccs161:Ot dx kidney:0.107 Maternal Diagnosis:9ccs188:Pelvic obstr:0.104 Newborn Diagnosis:9ccs215:gu cong anom:0.096 Newborn Diagnosis:9ccs217:Ot cong anom:0.093 Maternal Diagnosis:9ccs59:Anemia:0.071 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 76 | OR_unadj: 0.561 [0.194 1.623] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.557 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.299 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.268 Maternal Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:0.261 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.239 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.228 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.225 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.212 Maternal Maternal Procedure History:90656-postPregnancy:0.207 Newborn Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.778 [0.604 5.234] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs213:Cardiac anom:0.441 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.257 Diagnosis:9ccs104:Oth heart dx:0.257 Newborn Diagnosis:9ccs239:Superfic inj:0.257 Newborn Diagnosis:9ccs104:Oth heart dx:0.257 Newborn Diagnosis:9ccs97:Carditis:0.257 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.235 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.211 Diagnosis:9ccs96:Hrt valve dx:0.208 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 0.660 [0.191 2.278] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.467 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.464 Maternal Maternal Lab History: PATIENT-postPregnancy:0.428 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.414 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.374 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.358 Maternal Vital: Wt-postPregnancy:0.321 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.292 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.289 Maternal Diagnosis:9ccs168:PID | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 0.194 [0.026 1.461] | indivs AUC:0.494 Correlated most with: Maternal Diagnosis:9ccs168:PID:1.000 Diagnosis:9ccs129:Asp pneumon:0.228 Newborn Diagnosis:9ccs130:Pleurisy:0.228 Maternal Diagnosis:9ccs72:Anxiety dx:0.228 Newborn Diagnosis:9ccs138:Esophgeal dx:0.228 Newborn Diagnosis:9ccs91:Other eye dx:0.228 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.176 Maternal Diagnosis:9ccs189:Prev c-sectn:0.142 Maternal Diagnosis:9ccs55:Fluid/elc dx:0.129 Newborn Diagnosis:9ccs218:Liveborn:-0.129 Diagnosis:9ccs236:Opn wnd extr | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs236:Opn wnd extr:1.000 Newborn Diagnosis:9ccs95:Oth nerv dx:0.202 Maternal Diagnosis:9ccs196:Nml preg/del:-0.171 Newborn Diagnosis:9ccs213:Cardiac anom:0.146 Diagnosis:9ccs244:Other injury:0.076 Diagnosis:9ccs213:Cardiac anom:0.071 Diagnosis:9ccs125:Bronchitis:0.067 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.050 Newborn Diagnosis:9ccs94:Other ear dx:-0.050 Newborn Diagnosis:9ccs256:Exam/eval:0.049 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 44 | OR_unadj: 1.010 [0.209 4.884] | indivs AUC:0.487 Correlated most with: Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.567 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.505 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.408 Maternal Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:0.402 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:0.372 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.299 Maternal Maternal Lab History: VLDL-otherPregnancy:-0.256 Maternal Vital: RR-otherPregnancy:0.237 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.220 Maternal Maternal Procedure History:85018-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:85018-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:-0.388 Maternal Maternal Procedure History:92551-postPregnancy:0.342 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.339 Maternal Maternal Procedure History:76830-postPregnancy:0.337 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.306 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.289 Maternal Maternal Procedure History:87880-postPregnancy:0.239 Maternal Maternal Lab History: GTT 90 MIN-postPregnancy:-0.200 Maternal Vital: SpO2-postPregnancy:-0.197 Newborn Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.504 Correlated most with: Newborn Diagnosis:9ccs95:Oth nerv dx:1.000 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.392 Maternal Maternal Procedure History:45300-postPregnancy:0.388 Newborn Diagnosis:9ccs138:Esophgeal dx:0.353 Newborn Diagnosis:9ccs68:Senil/org mn:0.353 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:-0.289 Maternal Maternal Lab History: FREE T-4-otherPregnancy:0.274 Maternal Maternal Lab History: LDL-otherPregnancy:-0.245 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.225 Maternal Maternal Procedure History:S9470-postPregnancy:0.205 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.206 [0.027 1.553] | indivs AUC:0.490 Correlated most with: Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:1.000 Maternal Maternal Lab History: NT MoM-postPregnancy:0.220 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.209 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.203 Diagnosis:9ccs9:Sexual Infxs:0.165 Maternal Maternal Lab History: POLYS-postPregnancy:-0.163 Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.162 Maternal Maternal Lab History: NTQR-LOCATION ID-postPregnancy:0.158 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.153 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:0.143 Diagnosis:9ccs212:Ot bone dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs212:Ot bone dx:1.000 Diagnosis:9ccs44:Neoplsm unsp:0.315 Diagnosis:9ccs209:Ot acq defor:0.182 Maternal Diagnosis:9ccs182:Hemorr preg:0.092 Diagnosis:9ccs0:No DX:0.085 Diagnosis:9ccs89:Blindness:0.077 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.077 Diagnosis:9ccs47:Ot bnign neo:0.064 Maternal Diagnosis:9ccs49:DiabMel no c:0.059 Diagnosis:9ccs96:Hrt valve dx:0.058 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 101 | OR_unadj: 0.537 [0.226 1.278] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:1.000 Maternal Maternal Procedure History:20550-postPregnancy:0.366 Maternal Maternal Procedure History:97035-postPregnancy:0.366 Maternal Maternal Procedure History:J3301-postPregnancy:0.366 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.337 Maternal Maternal Procedure History:97112-postPregnancy:0.327 Maternal Maternal Lab History: RET ABS-postPregnancy:-0.324 Maternal Maternal Lab History: RET %-postPregnancy:-0.324 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.278 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.260 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 1.180 [0.318 4.381] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.500 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.480 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.416 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.336 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.326 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.275 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.273 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.249 Maternal Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:0.231 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.513 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.693 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.453 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.398 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.395 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.336 Diagnosis:9ccs120:Hemmorhoids:0.307 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.307 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:0.298 Maternal Maternal Lab History: PROGESTERONE-postPregnancy:-0.267 Vital: HC Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.329 [0.351 5.033] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:-0.129 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:-0.124 Lab:294048 STOOL CULTURE - LMC:0.118 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.101 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:-0.096 Maternal Maternal Lab History: HEPATITIS B DNA-postPregnancy:-0.096 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:-0.096 Maternal Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:-0.096 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.092 Maternal Maternal Lab History: FOLATE-postPregnancy:0.090 Diagnosis:9ccs153:GI hemorrhag | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.175 [0.023 1.306] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs153:GI hemorrhag:1.000 Diagnosis:9ccs154:Gastroent:0.209 Lab:321098 OCCULT BLOOD FECES - Sunrise:0.190 Lab:294048 STOOL CULTURE - LMC:0.178 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.155 Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.155 Maternal Diagnosis:9ccs212:Ot bone dx:0.152 Lab:323854 CULTURE FECES - Sunrise:0.127 Diagnosis:9ccs140:Gastritis:0.113 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.100 Maternal Maternal Lab History: APF MoM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.503 [0.114 2.221] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: APF MoM-postPregnancy:1.000 Maternal Maternal Lab History: INHMOM-postPregnancy:0.358 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.302 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.291 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.284 Maternal Maternal Lab History: TWIN B NT-postPregnancy:0.275 Maternal Maternal Lab History: TWIN B CRL-postPregnancy:0.275 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.267 Maternal Maternal Lab History: HCG-otherPregnancy:0.267 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.265 Maternal Maternal Lab History: LDL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 62 | OR_unadj: 1.078 [0.459 2.531] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: LDL-postPregnancy:1.000 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.627 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.433 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.241 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.215 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.212 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.204 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.198 Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:0.198 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:0.198 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 1.106 [0.403 3.040] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:1.000 Maternal Maternal Lab History: INHMOM-postPregnancy:0.342 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.303 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.290 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.287 Maternal Maternal Lab History: HCG-otherPregnancy:0.285 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.277 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.269 Maternal Maternal Procedure History:96372-postPregnancy:0.236 Maternal Maternal Lab History: HCG-postPregnancy:0.229 Lab:306605 BILIRUBIN DIRECT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Lab:306605 BILIRUBIN DIRECT - Sunrise:1.000 Lab:292147 TSH - Sunrise:0.723 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.491 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:-0.392 Diagnosis:9ccs48:Thyroid dsor:0.258 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:0.257 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.223 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.216 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.188 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.179 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 0.503 [0.114 2.221] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:1.000 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.578 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.366 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.337 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.301 Maternal Maternal Procedure History:93005-otherPregnancy:0.296 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.293 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.292 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.292 Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.292 * Diagnosis:9ccs154:Gastroent | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.210 [0.050 0.880] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs154:Gastroent:1.000 Diagnosis:9ccs153:GI hemorrhag:0.209 Diagnosis:9ccs155:Other GI dx:0.191 Diagnosis:9ccs120:Hemmorhoids:0.167 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.167 Diagnosis:9ccs133:Oth low resp:0.166 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.159 Maternal Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.148 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.146 Number of Visits:0.145 Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 0.733 [0.278 1.935] | indivs AUC:0.487 Correlated most with: Diagnosis:9ccs89:Blindness:1.000 Diagnosis:9ccs91:Other eye dx:0.242 Diagnosis:9ccs217:Ot cong anom:0.212 Diagnosis:9ccs145:Int obstruct:0.211 Diagnosis:9ccs129:Asp pneumon:0.184 Maternal Diagnosis:9ccs169:Endometrios:0.184 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.155 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.153 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.150 Maternal Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy:0.140 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 34 | OR_unadj: 1.419 [0.443 4.549] | indivs AUC:0.511 Correlated most with: Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:1.000 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.451 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.341 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.330 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.233 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.232 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:-0.226 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.206 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.203 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.186 Newborn Diagnosis:9ccs191:Amnios dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:1.000 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.317 Newborn Diagnosis:9ccs47:Ot bnign neo:0.315 Maternal Diagnosis:9ccs117:Ot circul dx:0.257 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.245 Newborn Diagnosis:9ccs217:Ot cong anom:0.240 Diagnosis:9ccs106:Dysrhythmia:0.222 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.166 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.156 Diagnosis:9ccs211:Ot conn tiss:0.095 Vital: HC Percentile-avg13to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs67:Subst-r mntl:0.302 Diagnosis:9ccs5:HIV infectn:0.302 Maternal Diagnosis:9ccs69:Affective dx:0.151 Maternal Diagnosis:9ccs5:HIV infectn:0.107 Maternal Diagnosis:9ccs128:Asthma:-0.097 Diagnosis:9ccs122:Pneumonia:0.064 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.062 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.062 Newborn Diagnosis:9ccs94:Other ear dx:0.057 Newborn Diagnosis:9ccs224:Ot perint dx:0.052 Maternal Maternal Lab History: HCG-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 0.542 [0.122 2.411] | indivs AUC:0.489 Correlated most with: Maternal Maternal Lab History: HCG-postPregnancy:1.000 Maternal Maternal Lab History: INHMOM-postPregnancy:0.492 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.483 Maternal Maternal Lab History: HCG-otherPregnancy:0.468 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.435 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.424 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.415 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.413 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.379 Maternal Maternal Lab History: NT MoM-postPregnancy:0.364 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 2.665 [0.594 11.959] | indivs AUC:0.480 Correlated most with: Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:1.000 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.342 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.331 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.329 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.312 Lab:294048 STOOL CULTURE - LMC:-0.310 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:-0.295 Maternal Maternal Lab History: PTT-otherPregnancy:0.293 Maternal Maternal Lab History: INR-otherPregnancy:0.278 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.270 Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:1.000 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.353 Newborn Diagnosis:9ccs216:Nerv cong an:0.202 Diagnosis:9ccs83:Epilepsy/cnv:0.144 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.114 Lab:295669 BILIRUBIN DIRECT - LMC:-0.113 Diagnosis:9ccs47:Ot bnign neo:0.105 Diagnosis:9ccs166:Oth male gen:0.098 Diagnosis:9ccs216:Nerv cong an:0.097 Diagnosis:9ccs55:Fluid/elc dx:0.093 * Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 3.576 [1.147 11.152] | indivs AUC:0.537 Correlated most with: Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:0.353 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.341 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.304 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.295 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.293 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.284 Maternal Maternal Procedure History:86703-otherPregnancy:0.217 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.215 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.211 Newborn Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs0:No DX:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.357 Newborn Diagnosis:9ccs94:Other ear dx:-0.355 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.252 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.228 Lab:306854 PLATELET COUNT - Sunrise:-0.194 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.158 Newborn Diagnosis:9ccs218:Liveborn:-0.157 Maternal Maternal Procedure History:81025-otherPregnancy:0.152 Maternal Maternal Lab History: A/G-otherPregnancy:-0.123 Maternal Maternal Procedure History:81025-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 75 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.494 Correlated most with: Maternal Maternal Procedure History:81025-otherPregnancy:1.000 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.534 Diagnosis:9ccs120:Hemmorhoids:0.534 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.472 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.470 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.441 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.392 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.392 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.377 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.343 Vital: HC Percentile-gain13to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs67:Subst-r mntl:-0.403 Diagnosis:9ccs5:HIV infectn:-0.403 Maternal Diagnosis:9ccs69:Affective dx:-0.202 Maternal Diagnosis:9ccs5:HIV infectn:-0.143 Maternal Diagnosis:9ccs49:DiabMel no c:-0.061 Diagnosis:9ccs128:Asthma:0.059 Diagnosis:9ccs10:Immuniz/scrn:0.055 Diagnosis:9ccs198:Ot infl skin:0.055 Maternal Diagnosis:9ccs189:Prev c-sectn:0.053 Newborn Diagnosis:9ccs259:Unclassified:-0.049 Maternal Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs96:Hrt valve dx:1.000 Maternal Diagnosis:9ccs143:Abdom hernia:0.353 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.272 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.227 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.222 Diagnosis:9ccs208:Acq foot def:0.187 Maternal Diagnosis:9ccs238:Complic proc:0.164 Maternal Diagnosis:9ccs106:Dysrhythmia:0.105 Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:-0.099 Diagnosis:9ccs123:Influenza:0.088 Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs216:Nerv cong an:1.000 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.288 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy:-0.205 Newborn Diagnosis:9ccs133:Oth low resp:0.202 Newborn Diagnosis:9ccs216:Nerv cong an:0.164 Diagnosis:9ccs95:Oth nerv dx:0.156 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.146 Maternal Vital: SpO2-otherPregnancy:0.145 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:0.118 Maternal Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:-0.118 Maternal Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:1.000 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.266 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.256 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.229 Maternal Maternal Procedure History:86701-otherPregnancy:0.215 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.210 Maternal Diagnosis:9ccs172:Ovarian cyst:-0.188 Maternal Maternal Procedure History:86701-postPregnancy:0.186 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.186 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.166 Maternal Maternal Lab History: NT MoM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 0.527 [0.156 1.782] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: NT MoM-postPregnancy:1.000 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.910 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.456 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.446 Maternal Maternal Lab History: HCG-otherPregnancy:0.404 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.374 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.367 Maternal Maternal Lab History: HCG-postPregnancy:0.364 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.359 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.337 Maternal Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 0.478 [0.142 1.606] | indivs AUC:0.489 Correlated most with: Maternal Diagnosis:9ccs259:Unclassified:1.000 Diagnosis:9ccs230:Fx leg:0.199 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.180 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.166 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.164 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.142 Maternal Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.142 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.140 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:0.121 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.111 Maternal Maternal Lab History: PH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.469 [0.107 2.059] | indivs AUC:0.491 Correlated most with: Maternal Maternal Lab History: PH-otherPregnancy:1.000 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:-0.302 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.261 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.250 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:-0.246 Maternal Maternal Lab History: URIC ACID-otherPregnancy:-0.245 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:-0.241 Maternal Maternal Procedure History:59430-postPregnancy:0.237 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:-0.233 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:-0.227 Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 2.665 [0.594 11.959] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:0.411 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:0.276 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.159 Maternal Maternal Lab History: FREE T3-postPregnancy:-0.155 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.152 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.132 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:-0.131 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.129 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:-0.126 Maternal Maternal Lab History: GFR Calculation-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: GFR Calculation-postPregnancy:1.000 Maternal Maternal Lab History: GFR in African American-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.409 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.407 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.393 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.381 Maternal Maternal Lab History: HCG-otherPregnancy:-0.321 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.314 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.309 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.309 Lab:306617 OCCULT BLOOD TEST (FECAL) | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Lab:306617 OCCULT BLOOD TEST (FECAL):1.000 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.441 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.327 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.279 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.255 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.249 Maternal Maternal Lab History: VLDL-postPregnancy:-0.200 Maternal Vital: PL-otherPregnancy:-0.200 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.188 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.173 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:1.000 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.558 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.464 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.416 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.332 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.273 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.262 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.262 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.250 Maternal Diagnosis:9ccs211:Ot conn tiss:0.242 Maternal Maternal Lab History: FASTING-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 45 | OR_unadj: 0.883 [0.293 2.656] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: FASTING-otherPregnancy:1.000 Maternal Maternal Lab History: FASTING-postPregnancy:0.669 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.358 Diagnosis:9ccs8:Oth infectns:0.162 Maternal Maternal Procedure History:85018-postPregnancy:-0.156 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.140 Maternal Maternal Procedure History:99401-postPregnancy:0.140 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.137 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.136 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.135 Newborn Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.641 [0.141 2.905] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.314 Maternal Diagnosis:9ccs82:Paralysis:0.276 Newborn Diagnosis:9ccs130:Pleurisy:0.276 Maternal Diagnosis:9ccs107:Cardia arrst:0.276 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.276 Newborn Diagnosis:9ccs91:Other eye dx:0.276 Maternal Diagnosis:9ccs184:Early labor:0.249 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.211 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:-0.197 Maternal Maternal Lab History: PAPP-A-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 1.181 [0.427 3.271] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: PAPP-A-postPregnancy:1.000 Diagnosis:9ccs109:Acute CVD:0.331 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.235 Maternal Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:-0.234 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:-0.234 Maternal Maternal Lab History: APF MoM-postPregnancy:-0.216 Maternal Maternal Lab History: TEST NAME-otherPregnancy:0.210 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.196 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:0.191 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.173 Diagnosis:9ccs141:Ot dx stomch | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:1.000 Maternal Maternal Procedure History:96372-otherPregnancy:0.294 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.262 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.236 Maternal Maternal Lab History: HEPATITIS B DNA-postPregnancy:-0.214 Maternal Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:-0.214 Diagnosis:9ccs250:Nausea/vomit:0.179 Maternal Maternal Lab History: BILE ACIDS-postPregnancy:0.157 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy:0.150 Diagnosis:9ccs214:GI cong anom:0.148 Maternal Diagnosis:9ccs238:Complic proc | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.774 [0.442 7.127] | indivs AUC:0.510 Correlated most with: Maternal Diagnosis:9ccs238:Complic proc:1.000 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.745 Maternal Diagnosis:9ccs131:Adlt resp fl:0.333 Maternal Diagnosis:9ccs116:Art embolism:0.333 Maternal Diagnosis:9ccs8:Oth infectns:0.333 Diagnosis:9ccs44:Neoplsm unsp:0.234 Diagnosis:9ccs70:Schizo/rl dx:0.234 Maternal Diagnosis:9ccs143:Abdom hernia:0.234 Maternal Diagnosis:9ccs96:Hrt valve dx:0.164 Maternal Diagnosis:9ccs106:Dysrhythmia:0.139 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 55 | OR_unadj: 1.419 [0.443 4.549] | indivs AUC:0.511 Correlated most with: Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.418 Diagnosis:9ccs120:Hemmorhoids:0.402 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.402 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.363 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:0.336 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.311 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.311 Maternal Maternal Lab History: PROGESTERONE-postPregnancy:-0.284 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:-0.284 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:1.000 Maternal Diagnosis:9ccs238:Complic proc:0.745 Maternal Diagnosis:9ccs131:Adlt resp fl:0.447 Maternal Diagnosis:9ccs116:Art embolism:0.447 Diagnosis:9ccs44:Neoplsm unsp:0.315 Maternal Diagnosis:9ccs143:Abdom hernia:0.315 Maternal Diagnosis:9ccs96:Hrt valve dx:0.222 Maternal Diagnosis:9ccs106:Dysrhythmia:0.191 Maternal Diagnosis:9ccs163:Other GU dx:0.180 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.146 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 46 | OR_unadj: 0.439 [0.101 1.918] | indivs AUC:0.490 Correlated most with: Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:1.000 Newborn Diagnosis:9ccs63:Wht blood dx:0.459 Maternal Maternal Lab History: IRON-postPregnancy:0.303 Maternal Maternal Procedure History:97530-postPregnancy:-0.271 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.254 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.251 Maternal Maternal Procedure History:97112-postPregnancy:0.249 Maternal Maternal Procedure History:J3301-postPregnancy:0.235 Maternal Maternal Procedure History:97035-postPregnancy:0.235 Maternal Maternal Lab History: RET ABS-postPregnancy:-0.235 Maternal Maternal Lab History: PH-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 55 | OR_unadj: 0.756 [0.216 2.644] | indivs AUC:0.489 Correlated most with: Maternal Maternal Lab History: PH-postPregnancy:1.000 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.314 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:-0.195 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.191 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.190 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.184 Diagnosis:9ccs120:Hemmorhoids:0.184 Maternal Maternal Lab History: PH-otherPregnancy:0.179 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.179 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:-0.159 Diagnosis:9ccs147:Anal/rectal | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.615 [0.558 4.678] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs147:Anal/rectal:1.000 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.249 Diagnosis:9ccs120:Hemmorhoids:0.249 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.214 Maternal Maternal Lab History: PTT-otherPregnancy:0.193 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.184 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.184 Maternal Maternal Lab History: INR-otherPregnancy:0.183 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.178 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.149 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.289 [0.408 4.071] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.378 Maternal Maternal Lab History: PROGESTERONE-postPregnancy:0.323 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.323 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.317 Maternal Maternal Lab History: PH-otherPregnancy:-0.302 Maternal Vital: Ht Percentile-otherPregnancy:0.286 Maternal Vital: Ht Percentile-postPregnancy:0.265 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.244 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.220 Maternal Vital: BMI Percentile-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 0.883 [0.248 3.146] | indivs AUC:0.494 Correlated most with: Maternal Vital: BMI Percentile-otherPregnancy:1.000 Maternal Vital: Wt Percentile-otherPregnancy:0.635 Maternal Vital: BMI Percentile-postPregnancy:0.557 Maternal Vital: Wt Percentile-postPregnancy:0.430 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:0.326 Maternal Vital: Ht Percentile-otherPregnancy:0.315 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:0.253 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.247 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.241 Maternal Vital: Ht Percentile-postPregnancy:0.236 Maternal Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs211:Ot conn tiss:1.000 Maternal Diagnosis:9ccs121:Oth vein dx:0.377 Maternal Diagnosis:9ccs197:Skin infectn:0.377 Maternal Diagnosis:9ccs199:Ulcer skin:0.377 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.351 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.292 Maternal Maternal Diagnosis:9ccs225:Joint injury-postPregnancy:0.268 Maternal Maternal Lab History: CPK-postPregnancy:0.268 Maternal Diagnosis:9ccs2:Septicemia:0.266 Maternal Diagnosis:9ccs95:Oth nerv dx:0.266 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.299 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.283 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.197 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.190 Maternal Maternal Procedure History:97110-postPregnancy:-0.188 Maternal Maternal Lab History: PATIENT-postPregnancy:-0.187 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:0.181 Maternal Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:-0.180 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.172 Maternal Maternal Procedure History:96372-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 38 | OR_unadj: 0.542 [0.122 2.411] | indivs AUC:0.507 Correlated most with: Maternal Maternal Procedure History:96372-postPregnancy:1.000 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.312 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.255 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:0.236 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.206 Maternal Maternal Lab History: NT MoM-postPregnancy:0.195 Diagnosis:9ccs55:Fluid/elc dx:0.168 Newborn Diagnosis:9ccs213:Cardiac anom:0.156 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:-0.150 Diagnosis:9ccs163:Other GU dx:0.144 Newborn Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs216:Nerv cong an:1.000 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.577 Maternal Maternal Lab History: RET %-postPregnancy:0.409 Maternal Maternal Lab History: RET ABS-postPregnancy:0.409 Maternal Maternal Lab History: LIPASE-postPregnancy:0.354 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:0.344 Maternal Maternal Lab History: AMYLASE-postPregnancy:0.292 Maternal Maternal Lab History: IRON-postPregnancy:-0.244 Diagnosis:9ccs62:Coag/hemr dx:0.202 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.190 Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.421 [0.548 3.688] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs223:Birth trauma:1.000 Newborn Diagnosis:9ccs223:Birth trauma:0.273 Newborn Diagnosis:9ccs229:Fx arm:0.217 Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:0.217 Newborn Diagnosis:9ccs2620:E Codes: Unspecified:0.217 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.196 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.190 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.189 Maternal Maternal Procedure History:92551-postPregnancy:-0.155 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.155 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: 2.972 [0.902 9.793] | indivs AUC:0.518 Correlated most with: Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.252 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.235 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.230 Maternal Maternal Procedure History:93005-otherPregnancy:0.202 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.199 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.199 Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.199 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.188 Maternal Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:-0.181 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 61 | OR_unadj: 1.266 [0.453 3.538] | indivs AUC:0.495 Correlated most with: Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.404 Maternal Maternal Lab History: IRON-postPregnancy:0.222 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.215 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.140 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.138 Maternal Vital: BMI Percentile-postPregnancy:-0.129 Maternal Maternal Lab History: VARICELLA IGM-postPregnancy:0.125 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.125 Maternal Maternal Procedure History:S9470-postPregnancy:0.122 Maternal Diagnosis:9ccs130:Pleurisy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs130:Pleurisy:1.000 Maternal Diagnosis:9ccs97:Carditis:0.707 Maternal Diagnosis:9ccs159:UTI:0.315 Maternal Diagnosis:9ccs149:Biliary dx:0.211 Newborn Diagnosis:9ccs259:Unclassified:0.164 Maternal Diagnosis:9ccs49:DiabMel no c:0.101 Diagnosis:9ccs255:Social admin:-0.072 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.066 Newborn Diagnosis:9ccs256:Exam/eval:0.065 Newborn Diagnosis:9ccs219:Low birth wt:0.063 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.501 Correlated most with: Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:1.000 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.658 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.629 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.594 Lab:306854 PLATELET COUNT - Sunrise:0.504 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.501 Maternal Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:-0.498 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.498 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.471 Diagnosis:9ccs238:Complic proc:0.407 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 0.670 [0.229 1.964] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:1.000 Maternal Maternal Lab History: NT MoM-postPregnancy:0.910 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.363 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.282 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.266 Maternal Maternal Procedure History:96372-postPregnancy:0.255 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.244 Maternal Maternal Lab History: HCG-postPregnancy:0.230 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.222 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.203 Maternal Maternal Procedure History:S9470-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 0.705 [0.203 2.448] | indivs AUC:0.526 Correlated most with: Maternal Maternal Procedure History:S9470-otherPregnancy:1.000 Maternal Maternal Procedure History:S9470-postPregnancy:0.430 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.406 Maternal Vital: Ht Percentile-otherPregnancy:0.344 Maternal Vital: Ht Percentile-postPregnancy:0.275 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.244 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.192 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.182 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.160 Newborn Diagnosis:9ccs95:Oth nerv dx:0.149 Maternal Diagnosis:9ccs50:DiabMel w/cm | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs50:DiabMel w/cm:1.000 Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.500 Lab:294199 BILIRUBIN SCAN - LMC:-0.485 Lab:292147 TSH - Sunrise:-0.376 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.356 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.315 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.278 Maternal Maternal Lab History: FREE T3-postPregnancy:0.267 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.231 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.223 Maternal Maternal Procedure History:96372-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:96372-otherPregnancy:1.000 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.842 Maternal Maternal Lab History: BILE ACIDS-postPregnancy:0.504 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy:0.481 Diagnosis:9ccs141:Ot dx stomch:0.294 Maternal Maternal Procedure History:90471-otherPregnancy:0.256 Maternal Diagnosis:9ccs60:Acut p-h anm:0.213 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.210 Maternal Maternal Lab History: CHOLIC ACID-postPregnancy:0.206 Maternal Diagnosis:9ccs182:Hemorr preg:0.201 Maternal Maternal Lab History: GFR in African American-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: GFR in African American-postPregnancy:1.000 Maternal Maternal Lab History: GFR Calculation-postPregnancy:1.000 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.408 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.407 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.393 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.382 Maternal Maternal Lab History: HCG-otherPregnancy:-0.321 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.315 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.309 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.309 Maternal Maternal Diagnosis:9ccs225:Joint injury-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs225:Joint injury-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.303 Maternal Diagnosis:9ccs211:Ot conn tiss:0.268 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:-0.150 Maternal Vital: RR-postPregnancy:0.149 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.132 Maternal Maternal Lab History: WEIGHT-postPregnancy:-0.108 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:-0.104 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.089 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.081 Diagnosis:9ccs205:Back problem | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs205:Back problem:1.000 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy:-0.197 Diagnosis:9ccs245:Syncope:0.157 Maternal Vital: SpO2-otherPregnancy:0.139 Maternal Diagnosis:9ccs6:Hepatitis:0.100 Lab:294203 BILIRUBIN TOTAL - LMC:0.095 Maternal Maternal Procedure History:90746-postPregnancy:-0.092 Maternal Diagnosis:9ccs191:Amnios dx:0.086 Maternal Vital: SpO2-postPregnancy:0.082 Diagnosis:9ccs251:Abdomnl pain:0.082 Maternal Diagnosis:9ccs149:Biliary dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.352 [0.045 2.758] | indivs AUC:0.494 Correlated most with: Maternal Diagnosis:9ccs149:Biliary dx:1.000 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.305 Maternal Diagnosis:9ccs200:Oth skin dx:0.301 Maternal Diagnosis:9ccs97:Carditis:0.301 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.288 Maternal Diagnosis:9ccs130:Pleurisy:0.211 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.206 Maternal Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy:-0.198 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:-0.175 Maternal Maternal Lab History: ALT-postPregnancy:0.160 Maternal Maternal Lab History: BICARBONATE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: BICARBONATE-postPregnancy:1.000 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:-0.904 Maternal Maternal Procedure History:92551-postPregnancy:-0.410 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.347 Maternal Maternal Procedure History:85018-postPregnancy:-0.339 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.284 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.260 Maternal Maternal Procedure History:87880-postPregnancy:-0.260 Maternal Maternal Lab History: GTT 90 MIN-postPregnancy:0.241 Maternal Vital: SpO2-postPregnancy:0.237 Vital: BMI Percentile-gain10to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs208:Acq foot def:-0.268 Diagnosis:9ccs159:UTI:-0.088 Diagnosis:9ccs259:Unclassified:-0.068 Diagnosis:9ccs127:COPD:-0.067 Maternal Diagnosis:9ccs176:Contraceptiv:0.060 Diagnosis:9ccs91:Other eye dx:0.059 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.052 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.052 MatDeliveryAge:0.048 Diagnosis:9ccs10:Immuniz/scrn:0.044 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:1.000 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:0.489 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.247 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.231 Maternal Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:-0.203 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.191 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.190 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.190 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.188 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.160 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 43 | OR_unadj: 0.413 [0.095 1.795] | indivs AUC:0.492 Correlated most with: Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.444 Maternal Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.414 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.382 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.364 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.330 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.236 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.213 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.212 Maternal Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:0.202 Maternal Maternal Lab History: FASTING-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 1.774 [0.442 7.127] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: FASTING-postPregnancy:1.000 Maternal Maternal Lab History: FASTING-otherPregnancy:0.669 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.358 Maternal Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:0.289 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.259 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.211 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.194 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.192 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:-0.173 Diagnosis:9ccs8:Oth infectns:0.171 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:1.000 Maternal Maternal Lab History: PATIENT-postPregnancy:0.486 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.470 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.466 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.465 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.455 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.441 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.407 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.357 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.343 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 1.180 [0.237 5.868] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:1.000 Maternal Maternal Procedure History:97112-postPregnancy:0.574 Maternal Maternal Procedure History:97530-postPregnancy:-0.572 Maternal Maternal Procedure History:97110-postPregnancy:0.463 Maternal Maternal Procedure History:20550-postPregnancy:0.434 Maternal Maternal Procedure History:J3301-postPregnancy:0.434 Maternal Maternal Procedure History:97035-postPregnancy:0.434 Maternal Maternal Lab History: RET ABS-postPregnancy:-0.434 Maternal Maternal Lab History: RET %-postPregnancy:-0.434 Maternal Maternal Procedure History:97001-postPregnancy:0.414 Vital: Wt for Len Percentile-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.190 Maternal Maternal Procedure History:92551-postPregnancy:-0.181 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:0.166 Maternal Vital: Wt Change-otherPregnancy:-0.148 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.145 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:0.138 Diagnosis:9ccs214:GI cong anom:0.128 Maternal Maternal Lab History: SODIUM-postPregnancy:-0.128 Maternal Diagnosis:9ccs0:No DX:-0.119 Maternal Diagnosis:9ccs212:Ot bone dx:-0.118 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.488 Correlated most with: Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:1.000 Diagnosis:9ccs9:Sexual Infxs:0.535 Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:0.441 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:0.441 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.394 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.378 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.347 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.302 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:-0.291 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.263 Lab:292495 LEAD LEVEL - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:1.000 Diagnosis:9ccs243:Poisn nonmed:-0.102 Diagnosis:9ccs217:Ot cong anom:0.085 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.069 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.069 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.063 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.063 Maternal Diagnosis:9ccs183:HTN in preg:0.063 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.062 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.061 Lab:292147 TSH - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Lab:292147 TSH - Sunrise:1.000 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.723 Maternal Diagnosis:9ccs50:DiabMel w/cm:-0.376 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.366 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:-0.307 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:0.201 Maternal Diagnosis:9ccs98:HTN:-0.188 Newborn Diagnosis:9ccs221:Resp distres:-0.181 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.175 Diagnosis:9ccs48:Thyroid dsor:0.175 Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.388 [0.117 1.286] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs219:Low birth wt:1.000 Maternal Diagnosis:9ccs184:Early labor:0.469 Newborn Diagnosis:9ccs219:Low birth wt:0.467 Newborn Diagnosis:9ccs253:Allergy:0.271 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.264 Newborn Diagnosis:9ccs256:Exam/eval:0.214 Newborn Diagnosis:9ccs222:Perint jaund:0.213 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.187 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.186 Maternal Maternal Procedure History:96372-otherPregnancy:0.179 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 32 | OR_unadj: 1.772 [0.323 9.712] | indivs AUC:0.497 Correlated most with: Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.404 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.248 Maternal Maternal Lab History: URINE PH-otherPregnancy:-0.187 Diagnosis:9ccs234:Crush injury:0.168 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:-0.152 Maternal Maternal Lab History: MCV-otherPregnancy:-0.135 Maternal Maternal Procedure History:99401-postPregnancy:0.133 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:0.118 Maternal Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.118 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 1.010 [0.209 4.884] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:1.000 Maternal Maternal Procedure History:97035-postPregnancy:-0.509 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.480 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.379 Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.335 Lab:294199 BILIRUBIN SCAN - LMC:-0.325 Maternal Maternal Procedure History:97001-postPregnancy:0.315 Maternal Maternal Procedure History:97110-postPregnancy:0.263 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.251 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.229 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:1.000 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.575 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.464 Diagnosis:9ccs2611:E Codes: Natural/environment:0.416 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.363 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.362 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.289 Maternal Maternal Lab History: TEST NAME-postPregnancy:-0.277 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:-0.263 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.231 Maternal Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs159:UTI:1.000 Maternal Diagnosis:9ccs97:Carditis:0.447 Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.317 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.317 Maternal Diagnosis:9ccs130:Pleurisy:0.315 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.194 Newborn Diagnosis:9ccs219:Low birth wt:0.167 Diagnosis:9ccs219:Low birth wt:0.158 Maternal Diagnosis:9ccs149:Biliary dx:0.131 Maternal Diagnosis:9ccs184:Early labor:0.117 Lab:323825 STREP SCREEN THROAT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:1.000 Maternal Maternal Procedure History:86580-otherPregnancy:0.174 Maternal Maternal Lab History: RDW-otherPregnancy:0.151 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.138 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.125 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.119 Maternal Vital: SpO2-postPregnancy:0.118 Maternal Vital: BMI-otherPregnancy:0.118 Maternal Diagnosis:9ccs155:Other GI dx:-0.109 Maternal Maternal Lab History: MPV-otherPregnancy:0.109 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.519 Correlated most with: Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:1.000 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.400 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.396 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.384 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.353 Maternal Maternal Lab History: HEPATITIS B DNA-postPregnancy:0.350 Maternal Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:0.350 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:0.350 Diagnosis:9ccs120:Hemmorhoids:0.307 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.307 Vital: HC Percentile-gain1to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: FOLATE-postPregnancy:-0.206 Maternal Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:-0.169 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:-0.169 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.157 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.145 Diagnosis:9ccs76:Meningitis:0.097 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.072 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.065 Maternal Diagnosis:9ccs59:Anemia:0.054 Diagnosis:9ccs259:Unclassified:-0.053 Diagnosis:9ccs234:Crush injury | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: 0.611 [0.210 1.777] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs234:Crush injury:1.000 Maternal Diagnosis:9ccs245:Syncope:0.191 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.183 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.177 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.168 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.162 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.158 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.150 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.148 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.137 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: nan [ nan nan] | indivs AUC:0.510 Correlated most with: Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:1.000 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.840 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.599 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.533 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.448 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.398 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.200 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.166 Maternal Maternal Lab History: WEIGHT-postPregnancy:-0.152 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.139 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.455 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.428 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.355 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.229 Maternal Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:-0.222 Maternal Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:-0.179 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:-0.171 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.169 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.163 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.513 Correlated most with: Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:0.368 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.351 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.259 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.255 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.227 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.221 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.220 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.199 Diagnosis:9ccs75:Hx mental dx:0.176 Maternal Diagnosis:9ccs97:Carditis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs97:Carditis:1.000 Maternal Diagnosis:9ccs130:Pleurisy:0.707 Maternal Diagnosis:9ccs159:UTI:0.447 Maternal Diagnosis:9ccs149:Biliary dx:0.301 Newborn Diagnosis:9ccs259:Unclassified:0.116 Diagnosis:9ccs255:Social admin:-0.106 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.099 Newborn Diagnosis:9ccs256:Exam/eval:0.097 Newborn Diagnosis:9ccs219:Low birth wt:0.095 Maternal Diagnosis:9ccs10:Immuniz/scrn:0.070 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.416 Maternal Maternal Lab History: VLDL-otherPregnancy:0.415 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.400 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.380 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.373 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:-0.360 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.344 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.294 Maternal Maternal Lab History: AST-otherPregnancy:0.275 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 32 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.490 Correlated most with: Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.353 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.290 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.266 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.255 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.246 Maternal Maternal Procedure History:97530-postPregnancy:0.206 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.204 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.202 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.191 Maternal Maternal Lab History: 3 HOUR-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: 3 HOUR-postPregnancy:1.000 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.514 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.399 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:-0.364 Maternal Maternal Procedure History:93005-otherPregnancy:-0.320 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:0.315 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.315 Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:0.315 Maternal Maternal Procedure History:93005-postPregnancy:-0.253 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.244 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 0.883 [0.187 4.178] | indivs AUC:0.492 Correlated most with: Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.490 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.361 Maternal Maternal Lab History: CPK-postPregnancy:-0.341 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.295 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.265 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.249 Maternal Maternal Procedure History:93005-postPregnancy:0.237 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.230 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.215 Maternal Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.496 Correlated most with: Maternal Diagnosis:9ccs48:Thyroid dsor:1.000 Maternal Diagnosis:9ccs72:Anxiety dx:0.301 Newborn Diagnosis:9ccs97:Carditis:0.301 Newborn Diagnosis:9ccs239:Superfic inj:0.301 Newborn Diagnosis:9ccs104:Oth heart dx:0.301 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.275 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.275 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.274 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.273 Maternal Maternal Lab History: FREE T-4-postPregnancy:0.250 Maternal Maternal Lab History: PROLACTIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 0.504 [0.062 4.108] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: PROLACTIN-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.555 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:-0.542 Maternal Maternal Lab History: PROGESTERONE-postPregnancy:-0.494 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:0.494 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.492 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:-0.317 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.280 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.266 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.211 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 0.352 [0.045 2.758] | indivs AUC:0.484 Correlated most with: Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.400 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.388 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.377 Maternal Maternal Lab History: TEST NAME-postPregnancy:0.372 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.372 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.326 Maternal Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.322 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.322 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.249 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.489 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.465 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.251 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.234 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.234 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.234 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.229 Maternal Maternal Lab History: MONOS-postPregnancy:0.223 Diagnosis:9ccs2611:E Codes: Natural/environment:0.202 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.488 Correlated most with: Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:1.000 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.422 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.363 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.352 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.312 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.240 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.239 Maternal Maternal Procedure History:81025-otherPregnancy:0.228 Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.208 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:-0.207 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 47 | OR_unadj: 0.930 [0.345 2.506] | indivs AUC:0.477 Correlated most with: Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:1.000 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.491 Lab:292147 TSH - Sunrise:0.366 Maternal Maternal Lab History: TWIN B NT-postPregnancy:0.332 Maternal Maternal Lab History: TWIN B CRL-postPregnancy:0.332 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.272 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.262 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.251 Maternal Maternal Lab History: FERRITIN-postPregnancy:-0.243 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:0.235 Maternal Maternal Procedure History:87880-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.496 Correlated most with: Maternal Maternal Procedure History:87880-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.456 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.389 Maternal Maternal Lab History: VLDL-otherPregnancy:0.365 Maternal Maternal Lab History: T-4-postPregnancy:0.329 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:-0.316 Maternal Maternal Procedure History:92551-postPregnancy:0.316 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.308 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.296 Maternal Vital: SpO2-postPregnancy:-0.282 Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.293 [0.038 2.259] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs55:Fluid/elc dx:1.000 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.276 Maternal Maternal Procedure History:97530-postPregnancy:-0.227 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.216 Maternal Maternal Procedure History:97112-postPregnancy:0.209 Maternal Maternal Procedure History:20550-postPregnancy:0.197 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:-0.197 Maternal Maternal Procedure History:97035-postPregnancy:0.197 Maternal Maternal Lab History: RET ABS-postPregnancy:-0.197 Maternal Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:-0.197 Maternal Maternal Lab History: PTT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.251 [0.033 1.912] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: PTT-postPregnancy:1.000 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.333 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.325 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.306 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.211 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.185 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.182 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.176 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.157 Maternal Maternal Lab History: PH-postPregnancy:-0.156 Vital: Wt for Len Percentile-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: TWIN B NT-postPregnancy:-0.437 Maternal Maternal Lab History: TWIN B CRL-postPregnancy:-0.437 Maternal Maternal Lab History: APF MoM-postPregnancy:-0.294 Maternal Maternal Procedure History:92551-postPregnancy:-0.222 Diagnosis:9ccs214:GI cong anom:0.157 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.137 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.115 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.112 Maternal Maternal Lab History: SODIUM-postPregnancy:-0.103 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.102 Maternal Maternal Lab History: PTT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: PTT-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.543 Maternal Maternal Lab History: INR-otherPregnancy:0.446 Diagnosis:9ccs56:Cystic fibro:0.444 Maternal Maternal Lab History: MAGNESIUM-otherPregnancy:-0.346 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.293 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.281 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:-0.245 Maternal Maternal Lab History: AST-otherPregnancy:-0.228 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.223 Vital: HC Percentile-avg10to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: A/G-postPregnancy:-0.252 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:0.236 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:0.233 Maternal Maternal Procedure History:90656-postPregnancy:-0.208 Maternal Maternal Lab History: GLOBULIN-postPregnancy:0.185 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.176 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.148 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.142 Maternal Maternal Procedure History:99000-postPregnancy:-0.130 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:-0.128 Maternal Maternal Procedure History:J7302-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:J7302-postPregnancy:1.000 Maternal Maternal Lab History: UIBC-postPregnancy:0.443 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.155 Maternal Maternal Procedure History:58300-postPregnancy:0.148 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.130 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.126 Maternal Maternal Lab History: MONOS-postPregnancy:-0.120 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.102 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.094 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:-0.086 Vital: HC Percentile-gain10to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.496 Correlated most with: Maternal Diagnosis:9ccs67:Subst-r mntl:0.464 Diagnosis:9ccs5:HIV infectn:0.464 Maternal Diagnosis:9ccs69:Affective dx:0.232 Maternal Diagnosis:9ccs5:HIV infectn:0.164 Diagnosis:9ccs234:Crush injury:-0.098 Maternal Diagnosis:9ccs48:Thyroid dsor:-0.083 Maternal Maternal Lab History: A/G-postPregnancy:-0.080 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:0.075 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:0.074 Diagnosis:9ccs48:Thyroid dsor:-0.074 Maternal Maternal Procedure History:76830-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.502 Correlated most with: Maternal Maternal Procedure History:76830-postPregnancy:1.000 Maternal Maternal Procedure History:85018-postPregnancy:0.337 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:-0.281 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy:-0.259 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.234 Diagnosis:9ccs221:Resp distres:-0.225 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.209 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.168 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.159 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.151 Vital: BMI Percentile-gain7to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs208:Acq foot def:0.268 Diagnosis:9ccs159:UTI:0.088 Diagnosis:9ccs259:Unclassified:0.068 Diagnosis:9ccs127:COPD:0.067 Maternal Diagnosis:9ccs176:Contraceptiv:-0.060 Diagnosis:9ccs91:Other eye dx:-0.059 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.052 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.052 MatDeliveryAge:-0.048 Diagnosis:9ccs10:Immuniz/scrn:-0.044 Maternal Maternal Lab History: PT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: PT-postPregnancy:1.000 Maternal Maternal Lab History: INR-postPregnancy:0.675 Newborn Diagnosis:9ccs91:Other eye dx:-0.223 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.195 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.194 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:-0.191 Maternal Maternal Procedure History:90472-postPregnancy:0.189 Maternal Maternal Lab History: SODIUM-postPregnancy:0.189 Diagnosis:9ccs142:Appendicitis:-0.187 Maternal Maternal Lab History: PO2-postPregnancy:0.187 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.706 [0.154 3.235] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:1.000 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:0.317 Newborn Diagnosis:9ccs91:Other eye dx:0.297 Maternal Maternal Lab History: FREE T3-postPregnancy:-0.270 Maternal Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:0.256 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.215 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.194 Maternal Maternal Lab History: LACTIC ACID-postPregnancy:0.175 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.171 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:-0.163 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.505 Correlated most with: Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.327 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.290 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.265 Maternal Maternal Procedure History:93005-otherPregnancy:0.233 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.229 Maternal Maternal Procedure History:92551-postPregnancy:-0.229 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.229 Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.229 Diagnosis:9ccs3:Oth bact inf:0.222 Maternal Maternal Lab History: INR-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 0.883 [0.187 4.178] | indivs AUC:0.501 Correlated most with: Maternal Maternal Lab History: INR-postPregnancy:1.000 Maternal Maternal Lab History: PT-postPregnancy:0.675 Maternal Maternal Lab History: PATIENT-postPregnancy:0.367 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.286 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.255 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.250 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.240 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.218 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.218 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.216 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.488 Correlated most with: Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.240 Maternal Maternal Lab History: LDL-postPregnancy:0.197 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.195 Diagnosis:9ccs83:Epilepsy/cnv:0.170 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.152 Diagnosis:9ccs142:Appendicitis:0.150 Maternal Maternal Procedure History:97110-postPregnancy:-0.149 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.148 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:-0.147 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:1.000 Maternal Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:0.400 Maternal Maternal Lab History: LEAD LEVEL-otherPregnancy:-0.371 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.362 Diagnosis:9ccs2611:E Codes: Natural/environment:0.348 Maternal Maternal Diagnosis:10ccs205:Back problem-postPregnancy:-0.348 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.317 Maternal Maternal Lab History: A/G-otherPregnancy:0.294 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.242 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.224 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:1.000 Maternal Maternal Lab History: Cockroach IgE-postPregnancy:0.533 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.441 Maternal Maternal Lab History: HBV DNA-postPregnancy:-0.408 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.236 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.185 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:-0.178 Maternal Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:-0.178 Maternal Maternal Lab History: GLOBULIN-postPregnancy:0.165 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:-0.154 Maternal Maternal Lab History: Birch Tree IgE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: Peanut IgE-postPregnancy:1.000 Maternal Maternal Lab History: Maple Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Elm Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Walnut Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Cottonwood Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Birch Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Oak Tree IgE-postPregnancy:1.000 Maternal Maternal Procedure History:90649-postPregnancy:-0.231 Maternal Maternal Procedure History:90471-postPregnancy:-0.224 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.169 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.751 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.566 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.331 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.280 Maternal Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.229 Maternal Maternal Lab History: LDL-postPregnancy:0.204 Maternal Maternal Procedure History:36415-postPregnancy:0.197 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:0.196 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.185 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.365 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.365 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.365 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.358 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.329 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.312 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:-0.224 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.214 Newborn Diagnosis:9ccs252:Fatigue:-0.212 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 34 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:1.000 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.293 Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.293 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.291 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.289 Maternal Maternal Procedure History:97530-postPregnancy:0.274 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.266 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.266 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.225 Maternal Maternal Procedure History:93005-otherPregnancy:0.213 Maternal Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.527 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.405 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.376 Lab:294147 FREE T4 - LMC:0.341 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.333 Maternal Maternal Lab History: APTT-postPregnancy:-0.328 Maternal Maternal Procedure History:90649-postPregnancy:0.267 Maternal Diagnosis:9ccs48:Thyroid dsor:0.247 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.237 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:1.000 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.438 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.394 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.348 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.330 Maternal Maternal Procedure History:96372-postPregnancy:0.312 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.282 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.268 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.265 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.246 Maternal Maternal Lab History: TP VOLUME-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.665 [0.594 11.959] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: TP VOLUME-postPregnancy:1.000 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.849 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.398 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.386 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.275 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.209 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.198 Diagnosis:9ccs52:Nutrit defic:0.197 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.187 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.174 Vital: HC Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: FOLATE-postPregnancy:-0.269 Maternal Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:-0.222 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:-0.222 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.206 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.190 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.094 Diagnosis:9ccs0:No DX:-0.067 Diagnosis:9ccs94:Other ear dx:-0.063 Diagnosis:9ccs256:Exam/eval:-0.063 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:-0.061 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.352 [0.045 2.758] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:1.000 Diagnosis:9ccs181:Ot preg comp:0.505 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:-0.273 Diagnosis:9ccs52:Nutrit defic:-0.258 Lab:294495 LEAD, BLOOD - LMC:-0.239 Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:-0.228 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.223 Maternal Maternal Lab History: TP VOLUME-postPregnancy:-0.198 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.182 Maternal Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.173 Lab:294205 TSH REFLEX TO FT4 - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.506 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:1.000 Lab:294147 FREE T4 - LMC:-0.386 Diagnosis:9ccs204:Ot joint dx:0.350 Maternal Maternal Lab History: 2 HOUR-postPregnancy:-0.188 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.167 Maternal Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:0.153 Maternal Diagnosis:9ccs61:Sickle cell:0.126 Maternal Maternal Lab History: TEST NAME-otherPregnancy:-0.098 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.096 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.093 Maternal Maternal Lab History: Cockroach IgE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: Cockroach IgE-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.533 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.333 Maternal Maternal Lab History: HBV DNA-postPregnancy:-0.242 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.233 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:-0.170 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:-0.165 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.131 Maternal Maternal Lab History: AST-postPregnancy:0.115 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.106 Maternal Maternal Lab History: PT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: PT-otherPregnancy:1.000 Maternal Maternal Lab History: URIC ACID-otherPregnancy:-0.735 Maternal Maternal Lab History: INR-otherPregnancy:0.707 Maternal Maternal Lab History: MAGNESIUM-otherPregnancy:0.478 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.442 Maternal Maternal Lab History: AST-otherPregnancy:0.331 Diagnosis:9ccs204:Ot joint dx:-0.287 Maternal Maternal Lab History: CALCIUM-otherPregnancy:-0.230 Maternal Maternal Lab History: PH-otherPregnancy:0.213 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.206 Vital: BP-latest | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs221:Resp distres:0.446 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.379 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.308 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.266 Diagnosis:9ccs123:Influenza:0.207 Maternal Maternal Procedure History:76830-postPregnancy:-0.200 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.192 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.188 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.187 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.186 Maternal Maternal Lab History: FERRITIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: FERRITIN-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.465 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.451 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.422 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.364 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.327 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.243 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.220 Maternal Maternal Procedure History:81025-otherPregnancy:0.215 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.214 Lab:294147 FREE T4 - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.506 Correlated most with: Lab:294147 FREE T4 - LMC:1.000 Diagnosis:9ccs204:Ot joint dx:-0.434 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.386 Maternal Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:0.341 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.233 Diagnosis:9ccs48:Thyroid dsor:0.232 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.208 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.207 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.192 Maternal Maternal Lab History: TEST NAME-otherPregnancy:-0.157 Vital: BMI Percentile-avg10to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs208:Acq foot def:0.268 Diagnosis:9ccs159:UTI:0.088 Diagnosis:9ccs259:Unclassified:0.068 Diagnosis:9ccs127:COPD:0.067 Maternal Diagnosis:9ccs176:Contraceptiv:-0.060 Diagnosis:9ccs91:Other eye dx:-0.059 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.052 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.052 MatDeliveryAge:-0.048 Diagnosis:9ccs10:Immuniz/scrn:-0.044 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.506 Correlated most with: Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.777 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.775 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:0.632 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.505 Maternal Vital: RR-otherPregnancy:0.462 Maternal Maternal Procedure History:90472-postPregnancy:0.458 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.392 Maternal Maternal Lab History: VLDL-otherPregnancy:-0.348 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.287 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.489 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.451 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.248 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.242 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.223 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.178 Maternal Maternal Lab History: PTT-postPregnancy:-0.176 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:-0.175 Maternal Maternal Procedure History:S9470-postPregnancy:0.170 Maternal Maternal Lab History: MAGNESIUM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.883 [0.187 4.178] | indivs AUC:0.486 Correlated most with: Maternal Maternal Lab History: MAGNESIUM-postPregnancy:1.000 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.340 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.335 Maternal Maternal Lab History: LDH-postPregnancy:0.333 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.297 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.290 Maternal Maternal Lab History: CALCIUM-postPregnancy:-0.274 Maternal Maternal Lab History: TEST NAME-postPregnancy:-0.272 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.262 Maternal Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:-0.252 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.686 Maternal Maternal Lab History: VLDL-otherPregnancy:0.686 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.630 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.627 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:-0.594 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.568 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.525 Maternal Vital: SpO2-otherPregnancy:-0.420 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.400 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.581 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.530 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.402 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.360 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.356 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.337 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.315 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.292 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.270 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: 0.706 [0.154 3.235] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:1.000 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:-0.335 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.264 Maternal Maternal Lab History: eGFR-postPregnancy:0.244 Maternal Maternal Lab History: HEMOGLOBIN S-otherPregnancy:0.216 Maternal Maternal Diagnosis:9ccs208:Acq foot def-postPregnancy:0.216 Maternal Maternal Diagnosis:9ccs61:Sickle cell-otherPregnancy:0.216 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.195 Maternal Diagnosis:9ccs217:Ot cong anom:0.193 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.186 Maternal Maternal Lab History: 1 HOUR-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 3.556 [0.715 17.690] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: 1 HOUR-postPregnancy:1.000 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.636 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.476 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.475 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.398 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.363 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.337 Maternal Maternal Procedure History:93005-otherPregnancy:0.319 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.315 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.315 Vital: HC Percentile-gain5to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.285 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy:-0.234 Maternal Vital: RR-otherPregnancy:-0.230 Maternal Diagnosis:9ccs69:Affective dx:0.221 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.210 Maternal Maternal Procedure History:93005-otherPregnancy:-0.194 Maternal Maternal Lab History: WEIGHT-otherPregnancy:-0.167 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.159 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.146 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.140 Maternal Diagnosis:9ccs6:Hepatitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.504 Correlated most with: Maternal Diagnosis:9ccs6:Hepatitis:1.000 Diagnosis:9ccs120:Hemmorhoids:0.377 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.377 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.323 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.277 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.277 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.225 Diagnosis:9ccs6:Hepatitis:0.216 Maternal Maternal Procedure History:81025-otherPregnancy:0.204 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.202 Maternal Diagnosis:9ccs196:Nml preg/del | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1740 | OR_unadj: 2.841 [0.363 22.266] | indivs AUC:0.496 Correlated most with: Maternal Diagnosis:9ccs196:Nml preg/del:1.000 Maternal Diagnosis:9ccs39:Leukemias:-0.301 Maternal Maternal Lab History: LIPASE-postPregnancy:0.234 Maternal Maternal Lab History: AMYLASE-postPregnancy:0.223 Maternal Maternal Lab History: CHLAMYDIA AG RESULT-postPregnancy:0.214 Diagnosis:9ccs236:Opn wnd extr:-0.171 Maternal Diagnosis:9ccs0:No DX:-0.119 Maternal Maternal Lab History: URINE KETONES-postPregnancy:-0.113 Diagnosis:9ccs2:Septicemia:-0.110 Maternal Diagnosis:9ccs61:Sickle cell:-0.110 Maternal Maternal Lab History: Elm Tree IgE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: Peanut IgE-postPregnancy:1.000 Maternal Maternal Lab History: Cottonwood Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Walnut Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Birch Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Maple Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Oak Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Elm Tree IgE-postPregnancy:1.000 Maternal Maternal Procedure History:90649-postPregnancy:-0.231 Maternal Maternal Procedure History:90471-postPregnancy:-0.224 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.169 Vital: HC Percentile-gain7to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.308 Maternal Diagnosis:9ccs69:Affective dx:-0.235 Maternal Maternal Procedure History:93005-otherPregnancy:0.210 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.208 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.171 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.138 Diagnosis:9ccs216:Nerv cong an:-0.134 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.133 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.126 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.110 Maternal Diagnosis:9ccs7:Viral infect | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.180 [0.237 5.868] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs7:Viral infect:1.000 Maternal Diagnosis:9ccs72:Anxiety dx:0.353 Newborn Diagnosis:9ccs252:Fatigue:0.353 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.330 Lab:294495 LEAD, BLOOD - LMC:0.251 Maternal Diagnosis:9ccs55:Fluid/elc dx:0.202 Maternal Diagnosis:9ccs74:Ot mentl cnd:0.130 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.124 Maternal Diagnosis:9ccs128:Asthma:0.117 Maternal Diagnosis:9ccs181:Ot preg comp:0.116 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.490 Correlated most with: Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:1.000 Lab:294048 STOOL CULTURE - LMC:-0.383 Maternal Vital: Ht Percentile-otherPregnancy:0.333 Maternal Vital: Ht Percentile-postPregnancy:0.261 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:-0.261 Maternal Maternal Procedure History:S9470-otherPregnancy:0.244 Maternal Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:-0.236 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:-0.231 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:-0.211 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.211 Maternal Vital: SpO2-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.504 [0.062 4.108] | indivs AUC:0.506 Correlated most with: Maternal Vital: SpO2-postPregnancy:1.000 Maternal Maternal Procedure History:92551-postPregnancy:-0.311 Maternal Maternal Procedure History:87880-postPregnancy:-0.282 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.244 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:-0.240 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.237 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy:-0.208 Maternal Maternal Procedure History:85018-postPregnancy:-0.197 Maternal Vital: SpO2-otherPregnancy:0.193 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:0.175 Maternal Maternal Lab History: eGFR-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: eGFR-otherPregnancy:1.000 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.262 Maternal Maternal Lab History: LDH-otherPregnancy:0.251 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:-0.247 Maternal Maternal Lab History: RUBELLA-otherPregnancy:-0.170 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:-0.154 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.154 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:-0.151 Maternal Maternal Procedure History:85018-postPregnancy:-0.143 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.132 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 3.556 [0.715 17.690] | indivs AUC:0.506 Correlated most with: Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.294 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.279 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.238 Lab:294199 BILIRUBIN SCAN - LMC:0.234 Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:-0.183 Maternal Maternal Procedure History:20550-postPregnancy:0.150 Maternal Maternal Procedure History:J3301-postPregnancy:0.150 Maternal Maternal Procedure History:76830-postPregnancy:-0.148 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.138 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: 1.180 [0.237 5.868] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:0.383 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.374 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.364 Maternal Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:0.351 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.317 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.274 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:-0.271 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.267 Maternal Maternal Lab History: WEIGHT-otherPregnancy:-0.222 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.557 Maternal Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:0.548 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.548 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.363 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.361 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.326 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.283 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.264 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.247 Diagnosis:9ccs104:Oth heart dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs104:Oth heart dx:1.000 Newborn Diagnosis:9ccs213:Cardiac anom:0.257 Diagnosis:9ccs213:Cardiac anom:0.132 Newborn Diagnosis:9ccs219:Low birth wt:0.095 Diagnosis:9ccs259:Unclassified:0.089 Diagnosis:9ccs134:Ot uppr resp:0.074 Diagnosis:9ccs126:Ot up rsp in:-0.040 Number of Visits:-0.035 Diagnosis:9ccs257:Ot aftercare:0.027 Maternal Diagnosis:9ccs195:Ot compl bir:0.026 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:1.000 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.869 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.696 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.660 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.622 Maternal Maternal Lab History: HCG-otherPregnancy:0.539 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.535 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.505 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.390 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.366 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:1.000 Maternal Vital: SpO2-otherPregnancy:-0.446 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.241 Maternal Vital: HR-otherPregnancy:0.191 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.175 Maternal Vital: RR-otherPregnancy:-0.143 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.141 Maternal Diagnosis:9ccs188:Pelvic obstr:0.138 Maternal Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:-0.137 Maternal Maternal Diagnosis:9ccs244:Other injury-postPregnancy:-0.134 Diagnosis:9ccs167:Breast dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs167:Breast dx:1.000 Maternal Maternal Diagnosis:9ccs122:Pneumonia-otherPregnancy:-0.354 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.354 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.233 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.204 Maternal Maternal Procedure History:90746-postPregnancy:-0.165 Maternal Vital: PL-otherPregnancy:0.164 Maternal Vital: Wt Percentile-otherPregnancy:0.162 Maternal Vital: Ht Percentile-otherPregnancy:0.146 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.139 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.594 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.394 Maternal Maternal Lab History: NTQR-LOCATION ID-postPregnancy:-0.332 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.198 Maternal Maternal Procedure History:45300-postPregnancy:0.195 Newborn Diagnosis:9ccs95:Oth nerv dx:0.190 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.180 Newborn Diagnosis:9ccs68:Senil/org mn:0.178 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.168 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.410 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.318 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.281 Maternal Maternal Procedure History:90801-postPregnancy:0.266 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.246 Maternal Maternal Lab History: PATIENT-postPregnancy:0.246 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.243 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.241 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.238 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:0.508 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.476 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.455 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.267 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.250 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.219 Maternal Maternal Lab History: FASTING-postPregnancy:0.211 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.183 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.169 Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:1.000 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.212 Diagnosis:9ccs2611:E Codes: Natural/environment:-0.208 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.173 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.144 Newborn Diagnosis:9ccs215:gu cong anom:0.128 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:0.107 Maternal Vital: Ht-postPregnancy:-0.101 Maternal Diagnosis:9ccs96:Hrt valve dx:-0.099 Diagnosis:9ccs215:gu cong anom:0.099 Maternal Maternal Lab History: Peanut IgE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: Oak Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Birch Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Cottonwood Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Peanut IgE-postPregnancy:1.000 Maternal Maternal Lab History: Maple Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Walnut Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Elm Tree IgE-postPregnancy:1.000 Maternal Maternal Procedure History:90649-postPregnancy:-0.231 Maternal Maternal Procedure History:90471-postPregnancy:-0.224 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.169 Vital: HC Percentile-gain3to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy:0.306 Maternal Vital: RR-otherPregnancy:0.301 Maternal Maternal Lab History: AFP-otherPregnancy:0.106 Lab:294048 STOOL CULTURE - LMC:-0.105 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.104 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.103 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.098 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.097 Maternal Maternal Procedure History:86703-postPregnancy:0.097 Diagnosis:9ccs2603:E Codes: Fall:-0.093 Diagnosis:9ccs140:Gastritis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 2.226 [0.724 6.844] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs140:Gastritis:1.000 Maternal Diagnosis:9ccs212:Ot bone dx:0.194 Maternal Maternal Procedure History:90472-postPregnancy:0.146 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.139 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.114 Maternal Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:-0.114 Diagnosis:9ccs153:GI hemorrhag:0.113 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.109 Diagnosis:9ccs213:Cardiac anom:0.098 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.095 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:1.000 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.835 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.279 Maternal Vital: Wt Change-postPregnancy:0.246 Maternal Maternal Lab History: ANION GAP-postPregnancy:0.166 Maternal Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:0.163 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:0.163 Maternal Vital: BP-otherPregnancy:0.146 Diagnosis:9ccs232:Sprain:-0.120 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.120 Maternal Maternal Lab History: Cottonwood Tree IgE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: Cottonwood Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Peanut IgE-postPregnancy:1.000 Maternal Maternal Lab History: Maple Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Walnut Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Elm Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Birch Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Oak Tree IgE-postPregnancy:1.000 Maternal Maternal Procedure History:90649-postPregnancy:-0.231 Maternal Maternal Procedure History:90471-postPregnancy:-0.224 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.169 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:1.000 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.761 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.718 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.637 Lab:306854 PLATELET COUNT - Sunrise:0.509 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.504 Maternal Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:-0.504 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.501 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.477 Diagnosis:9ccs238:Complic proc:0.412 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.491 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.440 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.384 Maternal Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.381 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.337 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.329 Maternal Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:0.301 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.290 Maternal Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:0.269 Maternal Maternal Lab History: Walnut Tree IgE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: Peanut IgE-postPregnancy:1.000 Maternal Maternal Lab History: Maple Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Elm Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Walnut Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Cottonwood Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Birch Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Oak Tree IgE-postPregnancy:1.000 Maternal Maternal Procedure History:90649-postPregnancy:-0.231 Maternal Maternal Procedure History:90471-postPregnancy:-0.224 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.169 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:1.000 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:0.527 Maternal Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:-0.527 Maternal Maternal Lab History: APTT-postPregnancy:0.518 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.409 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.407 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.351 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.333 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.332 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.290 Maternal Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:-0.275 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.265 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.216 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:-0.203 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.202 Maternal Maternal Procedure History:59430-postPregnancy:-0.201 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.182 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:-0.172 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.170 Maternal Diagnosis:9ccs84:Headache/mig | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs84:Headache/mig:1.000 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.318 Maternal Maternal Lab History: RUBELLA-postPregnancy:0.151 Maternal Vital: Ht Percentile-postPregnancy:-0.132 Diagnosis:9ccs133:Oth low resp:0.103 Diagnosis:9ccs47:Ot bnign neo:0.087 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.086 Maternal Diagnosis:9ccs192:Umbil cord:0.086 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.086 Maternal Maternal Lab History: AFP-postPregnancy:0.086 Diagnosis:9ccs64:Ot hematl dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs64:Ot hematl dx:1.000 Newborn Diagnosis:9ccs252:Fatigue:0.276 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.258 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.241 Maternal Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:0.241 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.220 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.214 Diagnosis:9ccs63:Wht blood dx:0.135 Diagnosis:9ccs2603:E Codes: Fall:0.128 Diagnosis:10ccs58:Ot nutrit dx:0.123 Lab:321981 BILIRUBIN TOTAL - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:1.000 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.363 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.355 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:-0.316 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.189 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.187 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.185 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.172 Maternal Maternal Procedure History:J7300-postPregnancy:0.157 Lab:306617 OCCULT BLOOD TEST (FECAL):0.153 Maternal Maternal Lab History: 1 HOUR-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: 1 HOUR-otherPregnancy:1.000 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.521 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.432 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.413 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:-0.395 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.393 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.386 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:-0.381 Maternal Maternal Procedure History:81025-otherPregnancy:-0.330 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:-0.328 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:1.000 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.849 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.448 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.437 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.339 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.220 Maternal Maternal Lab History: TEST NAME-otherPregnancy:0.203 Maternal Maternal Lab History: ESTRIOL-postPregnancy:-0.193 Maternal Maternal Lab History: VLDL-postPregnancy:-0.188 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:-0.165 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.408 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.408 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.408 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.401 Maternal Maternal Lab History: MAGNESIUM-otherPregnancy:0.354 Maternal Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:0.354 Maternal Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:-0.354 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.329 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.315 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:0.487 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.257 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.253 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.230 Maternal Diagnosis:9ccs96:Hrt valve dx:-0.227 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.223 Maternal Maternal Lab History: TEST NAME-otherPregnancy:-0.209 Lab:292147 TSH - Sunrise:0.201 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.196 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:1.000 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.295 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:-0.240 Maternal Diagnosis:9ccs212:Ot bone dx:-0.215 Maternal Maternal Procedure History:90471-otherPregnancy:0.201 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.193 Maternal Maternal Lab History: TOXOPLASMA IGG-postPregnancy:0.170 Maternal Maternal Lab History: MPV-otherPregnancy:0.159 Lab:294199 BILIRUBIN SCAN - LMC:-0.146 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:0.133 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:1.000 Maternal Diagnosis:9ccs84:Headache/mig:0.318 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.297 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:-0.280 Maternal Maternal Lab History: TEST NAME-otherPregnancy:0.246 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.246 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.238 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:-0.223 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.223 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.223 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:1.000 Newborn Diagnosis:9ccs104:Oth heart dx:0.814 Newborn Diagnosis:9ccs97:Carditis:0.814 Newborn Diagnosis:9ccs239:Superfic inj:0.814 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.738 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.441 Maternal Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:-0.376 Maternal Maternal Lab History: FREE T3-postPregnancy:-0.367 Maternal Maternal Lab History: T-3(Total)-postPregnancy:0.228 Newborn Diagnosis:9ccs213:Cardiac anom:0.211 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.706 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:0.482 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.363 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.332 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:-0.252 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:0.249 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:-0.249 Maternal Maternal Lab History: LDL-postPregnancy:0.241 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.240 Vital: BP-avg16to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: PT-otherPregnancy:0.283 Maternal Maternal Lab History: INR-otherPregnancy:0.198 Maternal Maternal Procedure History:90656-otherPregnancy:0.081 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:0.074 Maternal Maternal Lab History: PTT-otherPregnancy:0.073 Newborn Diagnosis:9ccs256:Exam/eval:0.073 Maternal Maternal Lab History: RBC-otherPregnancy:0.069 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.066 Diagnosis:9ccs136:Teeth dx:0.065 Diagnosis:9ccs217:Ot cong anom:0.063 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 3.556 [0.715 17.690] | indivs AUC:0.510 Correlated most with: Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:1.000 Maternal Maternal Procedure History:20550-postPregnancy:-0.467 Maternal Maternal Procedure History:J3301-postPregnancy:-0.467 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.421 Maternal Maternal Procedure History:90472-postPregnancy:0.360 Maternal Maternal Procedure History:90746-postPregnancy:0.328 Newborn Diagnosis:9ccs63:Wht blood dx:0.283 Diagnosis:9ccs142:Appendicitis:0.270 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.251 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.248 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:1.000 Diagnosis:9ccs109:Acute CVD:0.471 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.407 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.363 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.353 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.352 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:-0.333 Maternal Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:-0.333 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.332 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.329 Maternal Maternal Lab History: 2 HOUR-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 1.774 [0.442 7.127] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: 2 HOUR-otherPregnancy:1.000 Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.573 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.573 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.521 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.507 Maternal Maternal Procedure History:93005-otherPregnancy:0.448 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.387 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.386 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.353 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.351 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.655 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.655 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.655 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.542 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.408 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.401 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.378 Maternal Maternal Lab History: PROGESTERONE-postPregnancy:0.378 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.358 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.655 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.649 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.470 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.243 Maternal Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:0.241 Diagnosis:9ccs109:Acute CVD:-0.241 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.241 Diagnosis:9ccs120:Hemmorhoids:-0.241 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.239 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:1.000 Newborn Diagnosis:9ccs97:Carditis:0.906 Newborn Diagnosis:9ccs239:Superfic inj:0.906 Newborn Diagnosis:9ccs104:Oth heart dx:0.906 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.738 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.605 Maternal Maternal Lab History: FREE T3-postPregnancy:-0.409 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.281 Maternal Diagnosis:9ccs48:Thyroid dsor:0.274 Maternal Maternal Lab History: HCG-otherPregnancy:-0.238 Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.352 [0.045 2.758] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs3:Oth bact inf:1.000 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.222 Lab:297280 GLUCOSE REAGENT STRIP:0.214 Newborn Diagnosis:9ccs63:Wht blood dx:0.211 Diagnosis:9ccs232:Sprain:0.211 Diagnosis:9ccs247:Lymph enlarg:0.202 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.169 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.168 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:-0.151 Lab:297275 STREP RAPID TEST (POCT):0.138 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:1.000 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.735 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.597 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.533 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.489 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.358 Newborn Diagnosis:9ccs91:Other eye dx:0.347 Maternal Maternal Lab History: AFP-otherPregnancy:0.312 Maternal Vital: Wt Change-otherPregnancy:-0.257 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.248 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.667 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.667 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.655 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.408 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.392 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.365 Lab:292147 TSH - Sunrise:-0.307 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.262 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.236 Maternal Diagnosis:9ccs172:Ovarian cyst | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs172:Ovarian cyst:1.000 Maternal Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:-0.188 Maternal Vital: Wt-postPregnancy:0.158 Diagnosis:9ccs95:Oth nerv dx:0.142 Maternal Vital: Ht-postPregnancy:0.128 Maternal Maternal Procedure History:87880-postPregnancy:-0.112 Diagnosis:9ccs224:Ot perint dx:0.110 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.105 Diagnosis:9ccs0:No DX:0.103 Maternal Diagnosis:9ccs187:Malposition:0.096 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.628 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.623 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.566 Maternal Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.490 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.490 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.411 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.388 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.331 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.292 Newborn Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs253:Allergy:1.000 Newborn Diagnosis:9ccs138:Esophgeal dx:0.377 Diagnosis:9ccs219:Low birth wt:0.271 Newborn Diagnosis:9ccs256:Exam/eval:0.218 Newborn Diagnosis:9ccs219:Low birth wt:0.213 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.202 Newborn Diagnosis:9ccs200:Oth skin dx:0.187 Newborn Diagnosis:9ccs222:Perint jaund:0.185 Maternal Diagnosis:9ccs184:Early labor:0.168 Diagnosis:9ccs117:Ot circul dx:0.164 Maternal Maternal Lab History: HERPES II IgG-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: HERPES II IgG-postPregnancy:1.000 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:0.592 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.581 Newborn Diagnosis:9ccs155:Other GI dx:0.302 Maternal Maternal Lab History: TOXOPLASMA IGG-postPregnancy:-0.248 Maternal Maternal Lab History: MONOS-postPregnancy:0.171 Newborn Diagnosis:9ccs221:Resp distres:0.168 Maternal Maternal Procedure History:97803-otherPregnancy:-0.167 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.155 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.145 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.010 [0.209 4.884] | indivs AUC:0.512 Correlated most with: Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:1.000 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.325 Maternal Maternal Procedure History:93005-otherPregnancy:-0.221 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.216 Maternal Maternal Lab History: VLDL-otherPregnancy:0.216 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.206 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.200 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.200 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.199 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.197 Maternal Maternal Lab History: URIC ACID-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.441 [0.055 3.534] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: URIC ACID-postPregnancy:1.000 Maternal Maternal Lab History: LDH-postPregnancy:0.404 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:0.340 Maternal Maternal Lab History: LACTIC ACID-postPregnancy:-0.260 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:-0.205 Maternal Maternal Lab History: LDL-postPregnancy:-0.197 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.191 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.182 Maternal Maternal Lab History: INR-postPregnancy:-0.177 Maternal Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:0.174 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:1.000 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.904 Maternal Maternal Procedure History:92551-postPregnancy:0.416 Maternal Maternal Lab History: PO2-postPregnancy:0.381 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.352 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.347 Maternal Maternal Procedure History:85018-postPregnancy:0.306 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.269 Maternal Maternal Procedure History:87880-postPregnancy:0.263 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.253 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:1.000 Maternal Maternal Lab History: TEST NAME-postPregnancy:-0.396 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:0.367 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:-0.327 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:-0.326 Maternal Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:-0.307 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.273 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.268 Maternal Maternal Lab History: PATIENT-postPregnancy:-0.266 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:0.258 Maternal Maternal Procedure History:S9470-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.507 Correlated most with: Maternal Maternal Procedure History:S9470-postPregnancy:1.000 Maternal Maternal Procedure History:S9470-otherPregnancy:0.430 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.387 Newborn Diagnosis:9ccs95:Oth nerv dx:0.205 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.196 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.183 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.181 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.170 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.154 Maternal Maternal Lab History: APTT-postPregnancy:-0.145 Maternal Maternal Procedure History:97803-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Procedure History:97803-otherPregnancy:1.000 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.632 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.577 Diagnosis:9ccs9:Sexual Infxs:-0.408 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:0.389 Maternal Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:-0.354 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:-0.354 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.323 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.323 Maternal Maternal Procedure History:90471-otherPregnancy:0.237 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:1.000 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.852 Diagnosis:9ccs120:Hemmorhoids:0.852 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.770 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.623 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.623 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.506 Maternal Maternal Procedure History:81025-otherPregnancy:0.470 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.397 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.395 Maternal Diagnosis:9ccs68:Senil/org mn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs68:Senil/org mn:1.000 Maternal Diagnosis:9ccs74:Ot mentl cnd:0.377 Diagnosis:9ccs10:Immuniz/scrn:-0.050 Maternal Diagnosis:9ccs190:Fetal distrs:0.043 Maternal Diagnosis:9ccs185:Long pregncy:0.043 Maternal Diagnosis:9ccs181:Ot preg comp:0.041 Diagnosis:9ccs126:Ot up rsp in:-0.040 Number of Visits:-0.035 MatDeliveryAge:-0.035 Maternal Diagnosis:9ccs193:OB-related perin trauma:0.030 Maternal Vital: Wt Percentile-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Vital: Wt Percentile-otherPregnancy:1.000 Maternal Vital: Wt Percentile-postPregnancy:0.686 Maternal Vital: Ht Percentile-otherPregnancy:0.659 Maternal Vital: BMI Percentile-otherPregnancy:0.635 Maternal Vital: Ht Percentile-postPregnancy:0.508 Maternal Vital: BMI Percentile-postPregnancy:0.491 Maternal Maternal Lab History: LEAD LEVEL-postPregnancy:-0.293 Maternal Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.253 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.228 Maternal Maternal Diagnosis:9ccs208:Acq foot def-postPregnancy:0.208 Maternal Maternal Lab History: PO2-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: PO2-postPregnancy:1.000 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.842 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.381 Maternal Maternal Procedure History:92551-postPregnancy:0.191 Maternal Maternal Lab History: PT-postPregnancy:0.187 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.186 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:-0.182 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.176 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.168 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.162 Maternal Maternal Lab History: 2 HOUR-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 3.563 [0.887 14.312] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: 2 HOUR-postPregnancy:1.000 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.636 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.487 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.445 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.433 Maternal Maternal Procedure History:93005-otherPregnancy:0.391 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.385 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.385 Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.385 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.351 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.707 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.667 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.667 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.655 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.408 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.365 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.234 Maternal Maternal Procedure History:93005-postPregnancy:-0.211 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:-0.201 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:1.000 Maternal Maternal Lab History: HCG-otherPregnancy:-0.760 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.746 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.736 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.721 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.615 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.577 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.499 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.497 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.418 Maternal Maternal Lab History: Oak Tree IgE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: Cottonwood Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Oak Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Peanut IgE-postPregnancy:1.000 Maternal Maternal Lab History: Birch Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Elm Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Maple Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Walnut Tree IgE-postPregnancy:1.000 Maternal Maternal Procedure History:90649-postPregnancy:-0.231 Maternal Maternal Procedure History:90471-postPregnancy:-0.224 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.169 Diagnosis:10ccs238:Complic proc | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:10ccs238:Complic proc:1.000 Diagnosis:9ccs2604:E Codes: Fire/burn:1.000 Maternal Maternal Diagnosis:9ccs185:Long pregncy-otherPregnancy:-0.707 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:0.543 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.285 Maternal Maternal Lab History: RUBELLA-otherPregnancy:0.253 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.213 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.198 Maternal Maternal Lab History: WBC-otherPregnancy:0.198 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.187 Maternal Maternal Lab History: MONOCYTE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: MONOCYTE-postPregnancy:1.000 Maternal Diagnosis:9ccs96:Hrt valve dx:-0.272 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.261 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:0.253 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.238 Diagnosis:9ccs2611:E Codes: Natural/environment:0.231 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:-0.231 Maternal Diagnosis:9ccs117:Ot circul dx:-0.214 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.202 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.197 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.506 Correlated most with: Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:1.000 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.371 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.357 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.352 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.313 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.290 Maternal Maternal Lab History: VLDL-postPregnancy:0.288 Maternal Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:0.287 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.280 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.273 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:-0.376 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.359 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:-0.156 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:-0.122 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.102 Maternal Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.094 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.094 Maternal Maternal Procedure History:59430-postPregnancy:-0.091 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:0.090 Maternal Maternal Lab History: 3 HOUR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: 3 HOUR-otherPregnancy:1.000 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.514 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.371 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:0.308 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.248 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:-0.232 Maternal Maternal Lab History: APF MoM-postPregnancy:0.220 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.219 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.216 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.213 Maternal Diagnosis:9ccs175:Ot femal gen | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs175:Ot femal gen:1.000 Maternal Diagnosis:9ccs163:Other GU dx:0.234 Lab:297262 HEMOGLOBIN (HEMOCUE):0.158 Maternal Maternal Procedure History:J7300-postPregnancy:-0.077 Maternal Maternal Procedure History:58300-postPregnancy:-0.054 Maternal Diagnosis:9ccs195:Ot compl bir:0.045 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:-0.042 Diagnosis:9ccs136:Teeth dx:0.041 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.040 Diagnosis:9ccs217:Ot cong anom:0.039 Maternal Diagnosis:9ccs93:Dizziness | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs93:Dizziness:1.000 Maternal Diagnosis:9ccs2617:E Codes: Adverse effects of medical drugs:0.707 Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:0.707 Maternal Maternal Lab History: CHLAMYDIA AG RESULT-postPregnancy:0.500 Maternal Maternal Lab History: eGFR-postPregnancy:-0.191 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.158 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.134 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.088 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.085 Diagnosis:9ccs0:No DX:0.069 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: nan [ nan nan] | indivs AUC:0.507 Correlated most with: Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.777 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.715 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:0.616 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.567 Maternal Maternal Procedure History:90472-postPregnancy:0.456 Maternal Vital: RR-otherPregnancy:0.450 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.395 Maternal Maternal Lab History: VLDL-otherPregnancy:-0.381 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.288 Maternal Maternal Procedure History:J1055-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 1.772 [0.323 9.712] | indivs AUC:0.508 Correlated most with: Maternal Maternal Procedure History:J1055-postPregnancy:1.000 Maternal Maternal Procedure History:90772-postPregnancy:0.651 Maternal Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:-0.381 Maternal Maternal Procedure History:81025-postPregnancy:0.321 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.270 Maternal Vital: SpO2-otherPregnancy:0.270 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.181 Maternal Maternal Lab History: PATIENT-postPregnancy:0.171 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.165 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.164 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:1.000 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.555 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:0.539 Maternal Maternal Lab History: PROGESTERONE-postPregnancy:-0.539 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.418 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:-0.408 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.398 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:-0.378 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.301 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.286 Diagnosis:9ccs254:Rehab | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs254:Rehab:1.000 Diagnosis:9ccs219:Low birth wt:0.126 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.066 Newborn Diagnosis:9ccs219:Low birth wt:0.063 Maternal Diagnosis:9ccs184:Early labor:0.060 Diagnosis:9ccs259:Unclassified:0.059 Diagnosis:9ccs125:Bronchitis:0.055 Diagnosis:9ccs217:Ot cong anom:0.053 Diagnosis:9ccs256:Exam/eval:0.052 Diagnosis:9ccs113:Late eff CVD:0.046 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.959 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.690 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.568 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.551 Maternal Maternal Lab History: VLDL-otherPregnancy:0.551 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.511 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:-0.477 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.410 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.360 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:1.000 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.834 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.764 Maternal Maternal Lab History: PTT-postPregnancy:-0.306 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.304 Maternal Maternal Lab History: PO2-postPregnancy:0.186 Maternal Maternal Lab History: GENTAMICIN PEAK-postPregnancy:-0.180 Diagnosis:9ccs89:Blindness:0.153 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.152 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:0.147 Maternal Maternal Procedure History:90772-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.504 Correlated most with: Maternal Maternal Procedure History:90772-postPregnancy:1.000 Maternal Maternal Procedure History:J1055-postPregnancy:0.651 Newborn Diagnosis:9ccs91:Other eye dx:-0.251 Lab:323854 CULTURE FECES - Sunrise:-0.193 Maternal Maternal Procedure History:86701-postPregnancy:0.177 Maternal Maternal Lab History: PATIENT-postPregnancy:0.176 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.172 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.171 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.165 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.159 Maternal Vital: Wt Percentile-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Vital: Wt Percentile-postPregnancy:1.000 Maternal Vital: Wt Percentile-otherPregnancy:0.686 Maternal Vital: Ht Percentile-postPregnancy:0.502 Maternal Vital: Ht Percentile-otherPregnancy:0.501 Maternal Vital: BMI Percentile-otherPregnancy:0.430 Maternal Vital: BMI Percentile-postPregnancy:0.423 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.250 Maternal Vital: Wt-otherPregnancy:0.199 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.192 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.185 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.770 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.534 Diagnosis:9ccs120:Hemmorhoids:-0.534 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.390 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.390 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.382 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.336 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy:-0.335 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.317 Diagnosis:9ccs75:Hx mental dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs75:Hx mental dx:1.000 Maternal Diagnosis:9ccs133:Oth low resp:0.315 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.176 Maternal Maternal Lab History: ALT-otherPregnancy:0.132 Diagnosis:9ccs113:Late eff CVD:0.127 Maternal Maternal Procedure History:96372-postPregnancy:0.111 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:-0.095 Maternal Maternal Procedure History:97110-postPregnancy:-0.089 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.085 Maternal Maternal Procedure History:76830-postPregnancy:0.085 Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs163:Other GU dx:1.000 Maternal Diagnosis:9ccs200:Oth skin dx:0.288 Newborn Diagnosis:9ccs161:Ot dx kidney:0.202 Diagnosis:9ccs145:Int obstruct:0.164 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.164 Diagnosis:9ccs159:UTI:0.164 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.147 Newborn Diagnosis:9ccs217:Ot cong anom:0.147 Maternal Maternal Procedure History:96372-postPregnancy:0.144 Diagnosis:9ccs161:Ot dx kidney:0.124 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.562 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.452 Maternal Maternal Lab History: T-3(Total)-postPregnancy:0.365 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.291 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.279 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.225 Maternal Vital: RR-otherPregnancy:-0.216 Maternal Diagnosis:9ccs48:Thyroid dsor:0.189 Maternal Maternal Procedure History:90656-postPregnancy:0.182 Maternal Maternal Lab History: PROGESTERONE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: PROGESTERONE-postPregnancy:1.000 Maternal Maternal Lab History: LH-postPregnancy:-0.565 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.539 Maternal Maternal Lab History: TSH-postPregnancy:-0.500 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.500 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.494 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.378 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.323 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.317 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:-0.284 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.421 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.338 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.291 Maternal Maternal Lab History: T-3(Total)-postPregnancy:0.273 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.233 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.189 Maternal Maternal Lab History: UIBC-postPregnancy:0.171 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.168 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.158 Maternal Maternal Lab History: LDH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: LDH-otherPregnancy:1.000 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.598 Maternal Maternal Lab History: eGFR-otherPregnancy:0.251 Maternal Maternal Lab History: PTT-otherPregnancy:-0.208 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.201 Maternal Maternal Lab History: WBC-otherPregnancy:0.199 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:-0.198 Diagnosis:9ccs204:Ot joint dx:0.191 Maternal Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:-0.189 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:0.188 Diagnosis:9ccs242:Poisn ot med | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs242:Poisn ot med:1.000 Diagnosis:9ccs188:Pelvic obstr:0.315 Maternal Maternal Procedure History:90801-postPregnancy:0.290 Lab:294199 BILIRUBIN SCAN - LMC:-0.266 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.231 Maternal Maternal Lab History: TSH-postPregnancy:0.224 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:-0.224 Maternal Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:0.224 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.224 Maternal Maternal Lab History: A/G RATIO-postPregnancy:-0.224 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:1.000 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.746 Maternal Maternal Lab History: HCG-otherPregnancy:0.693 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.656 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.622 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.424 Maternal Maternal Lab History: FERRITIN-otherPregnancy:0.416 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.362 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.351 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.349 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.772 [0.323 9.712] | indivs AUC:0.516 Correlated most with: Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:1.000 Maternal Maternal Procedure History:45300-postPregnancy:0.612 Newborn Diagnosis:9ccs68:Senil/org mn:0.554 Newborn Diagnosis:9ccs95:Oth nerv dx:0.392 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.198 Maternal Vital: Wt Change-postPregnancy:0.189 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:-0.152 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.148 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.135 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:-0.134 Maternal Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:1.000 Maternal Maternal Procedure History:J1055-postPregnancy:-0.381 Maternal Vital: SpO2-otherPregnancy:-0.354 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:-0.354 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.348 Maternal Vital: PL-otherPregnancy:0.195 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.173 Maternal Maternal Lab History: RUBELLA-postPregnancy:-0.163 Maternal Maternal Lab History: POTASSIUM-postPregnancy:-0.153 Maternal Maternal Lab History: ANION GAP-otherPregnancy:-0.153 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:1.000 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.581 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.535 Maternal Maternal Lab History: RET %-postPregnancy:0.421 Maternal Maternal Lab History: RET ABS-postPregnancy:0.421 Maternal Maternal Procedure History:97803-otherPregnancy:0.389 Maternal Maternal Lab History: LIPASE-postPregnancy:0.365 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:-0.353 Newborn Diagnosis:9ccs216:Nerv cong an:0.344 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.336 Maternal Diagnosis:9ccs74:Ot mentl cnd | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Diagnosis:9ccs74:Ot mentl cnd:1.000 Maternal Diagnosis:9ccs72:Anxiety dx:0.377 Maternal Diagnosis:9ccs68:Senil/org mn:0.377 Maternal Diagnosis:9ccs55:Fluid/elc dx:0.216 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.138 Maternal Diagnosis:9ccs5:HIV infectn:0.130 Maternal Diagnosis:9ccs7:Viral infect:0.130 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.119 Maternal Diagnosis:9ccs48:Thyroid dsor:0.110 Maternal Diagnosis:9ccs181:Ot preg comp:0.108 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.667 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.667 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.655 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.408 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.365 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.236 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.234 Maternal Maternal Procedure History:93005-postPregnancy:-0.211 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:-0.201 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:0.348 Diagnosis:9ccs238:Complic proc:0.285 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:-0.151 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:-0.151 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:-0.151 Maternal Maternal Lab History: T-4-postPregnancy:0.148 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:-0.148 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.145 Maternal Vital: PL-postPregnancy:0.138 Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.313 Diagnosis:9ccs52:Nutrit defic:0.296 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.228 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.209 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:0.207 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.194 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.176 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.173 Maternal Maternal Lab History: GENTAMICIN PEAK-postPregnancy:0.162 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:1.000 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.998 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.967 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.612 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.543 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.459 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.441 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.424 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.331 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.320 Maternal Maternal Lab History: FERRITIN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: FERRITIN-otherPregnancy:1.000 Maternal Maternal Lab History: IRON-otherPregnancy:0.746 Maternal Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.428 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.428 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.416 Maternal Maternal Lab History: IRON-postPregnancy:0.385 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.383 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.372 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.359 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.317 Maternal Maternal Lab History: GENTAMICIN PEAK-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: GENTAMICIN PEAK-postPregnancy:1.000 Maternal Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:0.516 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.494 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:-0.390 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.360 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.325 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.305 Newborn Diagnosis:9ccs155:Other GI dx:0.276 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:-0.225 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.221 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: nan [ nan nan] | indivs AUC:0.490 Correlated most with: Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:1.000 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.286 Diagnosis:9ccs120:Hemmorhoids:-0.286 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.243 Diagnosis:9ccs2611:E Codes: Natural/environment:-0.231 Maternal Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.217 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.209 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.209 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.192 Maternal Maternal Procedure History:97014-postPregnancy:0.181 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:1.000 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.769 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.473 Maternal Maternal Procedure History:81025-otherPregnancy:0.441 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.441 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.441 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.427 Maternal Maternal Lab History: A/G-otherPregnancy:-0.409 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:-0.328 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.327 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.866 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.499 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.480 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.386 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.312 Maternal Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.289 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.271 Maternal Maternal Lab History: IRON-postPregnancy:0.262 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.251 Maternal Maternal Lab History: MUMPS IGG-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: MUMPS IGG-postPregnancy:1.000 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:0.327 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.267 Maternal Vital: BMI Percentile-postPregnancy:-0.198 Maternal Maternal Lab History: BUN-postPregnancy:-0.190 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.188 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.158 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.151 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:-0.149 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.124 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.441 [0.055 3.534] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.649 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.500 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.452 Diagnosis:9ccs221:Resp distres:-0.425 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.326 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.269 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.254 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.251 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.243 Maternal Maternal Lab History: TEST NAME-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: TEST NAME-postPregnancy:1.000 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:0.691 Maternal Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:0.645 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.396 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.372 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.361 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.277 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.272 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.168 Maternal Maternal Lab History: TEST NAME-otherPregnancy:0.148 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.866 Maternal Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.500 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.469 Maternal Maternal Lab History: IRON-postPregnancy:0.453 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.435 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.433 Maternal Maternal Lab History: FERRITIN-otherPregnancy:0.428 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.416 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.370 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.410 Maternal Vital: BMI Percentile-postPregnancy:-0.233 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.215 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.204 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.194 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.192 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.177 Maternal Maternal Procedure History:45300-postPregnancy:0.175 Maternal Vital: RR-postPregnancy:-0.171 Diagnosis:9ccs208:Acq foot def | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs208:Acq foot def:1.000 Newborn Diagnosis:9ccs166:Oth male gen:0.377 Maternal Diagnosis:9ccs96:Hrt valve dx:0.187 Maternal Diagnosis:9ccs253:Allergy:0.187 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.063 Diagnosis:9ccs259:Unclassified:0.056 Diagnosis:9ccs217:Ot cong anom:0.049 Diagnosis:9ccs256:Exam/eval:0.048 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.046 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.046 Maternal Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Diagnosis:9ccs155:Other GI dx:1.000 Maternal Maternal Procedure History:86701-otherPregnancy:0.309 Maternal Maternal Procedure History:86701-postPregnancy:0.268 Maternal Diagnosis:9ccs3:Oth bact inf:0.216 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.216 Maternal Maternal Procedure History:36415-otherPregnancy:0.154 Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.126 Maternal Diagnosis:9ccs59:Anemia:0.112 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.109 Maternal Diagnosis:9ccs188:Pelvic obstr:0.107 Vital: HC Percentile-avg16to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs96:Hrt valve dx:0.059 Diagnosis:9ccs122:Pneumonia:0.057 Maternal Diagnosis:9ccs186:DM in preg:-0.054 Diagnosis:9ccs128:Asthma:-0.053 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.051 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.051 Diagnosis:9ccs198:Ot infl skin:-0.049 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.048 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.040 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.040 Maternal Maternal Lab History: HCG-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: HCG-otherPregnancy:1.000 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.885 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.864 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.807 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.760 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.713 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.709 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.693 Maternal Maternal Lab History: INHMOM-postPregnancy:0.600 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.539 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.490 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:-0.488 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.472 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.407 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.386 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.372 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.358 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.329 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.327 Vital: BP-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs221:Resp distres:0.409 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.348 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.283 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.244 Maternal Maternal Procedure History:76830-postPregnancy:-0.184 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.176 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.173 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.172 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.171 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.167 Maternal Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs253:Allergy:1.000 Maternal Diagnosis:9ccs197:Skin infectn:0.500 Maternal Diagnosis:9ccs199:Ulcer skin:0.500 Maternal Diagnosis:9ccs121:Oth vein dx:0.500 Newborn Diagnosis:9ccs166:Oth male gen:0.500 Maternal Diagnosis:9ccs2:Septicemia:0.353 Maternal Diagnosis:9ccs211:Ot conn tiss:0.187 Diagnosis:9ccs208:Acq foot def:0.187 Maternal Maternal Lab History: ANION GAP-postPregnancy:-0.161 Newborn Diagnosis:9ccs215:gu cong anom:0.135 Diagnosis:9ccs246:FUO | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs246:FUO:1.000 Diagnosis:9ccs232:Sprain:0.315 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.195 Maternal Vital: Temp-otherPregnancy:-0.176 Diagnosis:9ccs2:Septicemia:0.166 Diagnosis:9ccs3:Oth bact inf:0.131 Diagnosis:9ccs239:Superfic inj:0.093 Diagnosis:9ccs240:Burns:0.092 Maternal Diagnosis:9ccs106:Dysrhythmia:0.092 Maternal Maternal Procedure History:86580-otherPregnancy:0.091 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:1.000 Maternal Maternal Lab History: HCG-otherPregnancy:0.885 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.788 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.756 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.746 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.746 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.730 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.696 Maternal Maternal Lab History: INHMOM-postPregnancy:0.548 Maternal Maternal Lab History: TWIN B CRL-postPregnancy:-0.419 Maternal Maternal Lab History: O2 SATURATION-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: O2 SATURATION-postPregnancy:1.000 Maternal Maternal Lab History: PO2-postPregnancy:0.842 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.361 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.357 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.347 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.304 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.221 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.206 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.190 Maternal Maternal Procedure History:85018-postPregnancy:-0.184 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:1.000 Maternal Maternal Lab History: IRON-postPregnancy:-0.599 Maternal Maternal Lab History: FOLATE-postPregnancy:-0.542 Maternal Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:-0.435 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:-0.435 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:-0.429 Maternal Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:-0.429 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:0.407 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.403 Maternal Maternal Lab History: FERRITIN-otherPregnancy:-0.372 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.500 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.471 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.470 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.398 Maternal Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:-0.357 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:-0.357 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.355 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.337 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.326 Maternal Maternal Lab History: COLONY COUNT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: COLONY COUNT-postPregnancy:1.000 Newborn Diagnosis:9ccs252:Fatigue:0.931 Maternal Diagnosis:9ccs7:Viral infect:0.330 Diagnosis:9ccs64:Ot hematl dx:0.214 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.208 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:-0.206 Maternal Vital: Wt Change-postPregnancy:-0.199 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.174 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:-0.173 Maternal Diagnosis:9ccs128:Asthma:0.166 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.548 Maternal Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:0.500 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.491 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.408 Maternal Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:0.354 Maternal Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.354 Lab:297275 STREP RAPID TEST (POCT):-0.269 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.236 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.228 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:1.000 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.492 Maternal Maternal Procedure History:59430-postPregnancy:0.352 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.345 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.337 Maternal Maternal Lab History: PROGESTERONE-postPregnancy:0.317 Maternal Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:-0.310 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.301 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:0.268 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.266 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.962 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:0.767 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:0.700 Maternal Maternal Lab History: ALT-otherPregnancy:0.415 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:-0.363 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.352 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.338 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.317 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.291 Maternal Maternal Procedure History:93005-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.506 Correlated most with: Maternal Maternal Procedure History:93005-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.641 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.537 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.507 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.507 Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.507 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.497 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.458 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.448 Maternal Maternal Procedure History:93005-postPregnancy:0.407 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:1.000 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.441 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.417 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.343 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.324 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.311 Maternal Vital: PL-otherPregnancy:0.304 Maternal Vital: Temp-otherPregnancy:-0.259 Maternal Diagnosis:9ccs163:Other GU dx:-0.250 Maternal Maternal Lab History: GLOBULIN-postPregnancy:0.242 Maternal Maternal Lab History: GLOBULIN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: GLOBULIN-otherPregnancy:1.000 Maternal Maternal Lab History: A/G-otherPregnancy:-0.780 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.606 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.327 Maternal Maternal Lab History: LEAD LEVEL-otherPregnancy:0.314 Maternal Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:-0.292 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy:-0.286 Maternal Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.271 Maternal Vital: BMI Percentile-otherPregnancy:-0.247 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.229 Vital: HC Percentile-avg5to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy:-0.189 Maternal Vital: RR-otherPregnancy:-0.186 Maternal Maternal Procedure History:86703-postPregnancy:-0.121 Maternal Maternal Lab History: WEIGHT-postPregnancy:-0.099 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.092 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.090 Maternal Maternal Lab History: WEIGHT-otherPregnancy:-0.086 Maternal Maternal Procedure History:99401-postPregnancy:-0.084 Diagnosis:9ccs259:Unclassified:0.077 Maternal Maternal Procedure History:S9470-postPregnancy:0.076 Maternal Diagnosis:9ccs194:Forceps del | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs194:Forceps del:1.000 Diagnosis:9ccs2:Septicemia:0.187 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.145 Diagnosis:9ccs133:Oth low resp:0.084 Diagnosis:9ccs2603:E Codes: Fall:0.077 Diagnosis:9ccs95:Oth nerv dx:0.065 Maternal Diagnosis:9ccs190:Fetal distrs:0.059 Newborn Diagnosis:9ccs224:Ot perint dx:0.052 Diagnosis:9ccs125:Bronchitis:0.051 Diagnosis:9ccs127:COPD:0.035 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.840 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.735 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.489 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.437 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.386 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.246 Newborn Diagnosis:9ccs91:Other eye dx:0.245 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.184 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.180 Vital: HC Percentile-avg7to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.589 Maternal Maternal Procedure History:93005-otherPregnancy:0.401 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.389 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.327 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.248 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.244 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.242 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.211 Maternal Diagnosis:9ccs69:Affective dx:0.191 Maternal Vital: HR-postPregnancy:-0.157 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:-0.707 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:-0.236 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:-0.236 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:-0.231 Diagnosis:9ccs221:Resp distres:-0.204 Maternal Maternal Lab History: CPK-postPregnancy:-0.204 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:-0.185 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.178 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.174 Maternal Diagnosis:9ccs5:HIV infectn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.180 [0.237 5.868] | indivs AUC:0.504 Correlated most with: Maternal Diagnosis:9ccs5:HIV infectn:1.000 Maternal Diagnosis:9ccs67:Subst-r mntl:0.353 Diagnosis:9ccs5:HIV infectn:0.353 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.298 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.289 Maternal Maternal Lab History: VLDL-otherPregnancy:0.289 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.268 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.264 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:-0.251 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.239 Maternal Maternal Procedure History:90746-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.488 Correlated most with: Maternal Maternal Procedure History:90746-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.451 Maternal Maternal Lab History: PATIENT-postPregnancy:0.437 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.423 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.411 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.410 Maternal Maternal Procedure History:J3301-postPregnancy:-0.367 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.367 Maternal Maternal Procedure History:20550-postPregnancy:-0.367 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.338 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.599 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.489 Newborn Diagnosis:9ccs91:Other eye dx:-0.466 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:-0.348 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.339 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:-0.289 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.275 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.226 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.194 Maternal Maternal Lab History: Maple Tree IgE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: Cottonwood Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Oak Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Peanut IgE-postPregnancy:1.000 Maternal Maternal Lab History: Birch Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Elm Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Maple Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Walnut Tree IgE-postPregnancy:1.000 Maternal Maternal Procedure History:90649-postPregnancy:-0.231 Maternal Maternal Procedure History:90471-postPregnancy:-0.224 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.169 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:1.000 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.833 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.807 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.485 Maternal Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:0.454 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.419 Maternal Maternal Lab History: VLDL-otherPregnancy:0.414 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:-0.390 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:-0.367 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:0.361 Newborn Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs55:Fluid/elc dx:1.000 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.577 Newborn Diagnosis:9ccs161:Ot dx kidney:0.407 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.178 Diagnosis:9ccs163:Other GU dx:0.164 Newborn Diagnosis:9ccs221:Resp distres:0.157 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.124 Newborn Diagnosis:9ccs222:Perint jaund:0.121 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.111 Newborn Diagnosis:9ccs256:Exam/eval:0.109 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:1.000 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:1.000 Maternal Maternal Lab History: VARICELLA IGM-postPregnancy:0.740 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:-0.288 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.238 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:-0.223 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:-0.223 Maternal Maternal Lab History: HEPATITIS B DNA-postPregnancy:-0.223 Maternal Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:-0.223 Maternal Maternal Lab History: ALT-postPregnancy:0.217 Maternal Maternal Procedure History:97001-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:97001-postPregnancy:1.000 Maternal Maternal Procedure History:97110-postPregnancy:0.849 Maternal Maternal Procedure History:97140-postPregnancy:-0.717 Maternal Maternal Procedure History:97530-postPregnancy:-0.655 Maternal Maternal Procedure History:97112-postPregnancy:0.601 Maternal Maternal Procedure History:20550-postPregnancy:0.441 Maternal Maternal Lab History: RET ABS-postPregnancy:-0.441 Maternal Maternal Procedure History:J3301-postPregnancy:0.441 Maternal Maternal Lab History: RET %-postPregnancy:-0.441 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.414 Maternal Maternal Lab History: NT MoM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: NT MoM-otherPregnancy:1.000 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.869 Maternal Maternal Lab History: HCG-otherPregnancy:0.864 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.790 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.696 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.688 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.656 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.603 Maternal Maternal Lab History: INHMOM-postPregnancy:0.553 Maternal Maternal Lab History: TWIN B CRL-postPregnancy:-0.453 Maternal Maternal Lab History: INR-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: INR-otherPregnancy:1.000 Maternal Maternal Lab History: PT-otherPregnancy:0.707 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.515 Maternal Maternal Lab History: PTT-otherPregnancy:0.446 Diagnosis:9ccs56:Cystic fibro:0.421 Maternal Maternal Lab History: URIC ACID-otherPregnancy:-0.387 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.334 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.278 Maternal Maternal Lab History: MAGNESIUM-otherPregnancy:0.278 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.210 Maternal Maternal Lab History: HERPES I IgG-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: HERPES I IgG-postPregnancy:1.000 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.592 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.353 Maternal Maternal Lab History: APTT-postPregnancy:0.299 Diagnosis:9ccs72:Anxiety dx:-0.292 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.275 Maternal Maternal Lab History: PATIENT-postPregnancy:0.206 Newborn Diagnosis:9ccs155:Other GI dx:0.202 Maternal Vital: SpO2-postPregnancy:0.175 Maternal Maternal Lab History: eGFR-postPregnancy:-0.166 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:1.000 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.233 Maternal Maternal Lab History: RDW-otherPregnancy:0.159 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.159 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.102 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.100 Maternal Maternal Procedure History:99401-otherPregnancy:0.099 Maternal Maternal Lab History: CALCIUM-otherPregnancy:-0.099 Maternal Maternal Lab History: MCH-postPregnancy:-0.095 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:0.094 Maternal Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.402 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.368 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:-0.275 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:-0.260 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:-0.256 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:-0.251 Maternal Maternal Lab History: LDH-otherPregnancy:-0.189 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:-0.189 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:-0.183 Maternal Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs0:No DX:1.000 Maternal Maternal Procedure History:97112-postPregnancy:-0.268 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.173 Maternal Maternal Procedure History:97530-postPregnancy:0.167 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.127 Maternal Diagnosis:9ccs196:Nml preg/del:-0.119 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.111 Maternal Maternal Procedure History:J7300-postPregnancy:-0.109 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.106 Maternal Maternal Lab History: AFP-postPregnancy:0.103 Diagnosis:9ccs214:GI cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs214:GI cong anom:1.000 Maternal Diagnosis:9ccs6:Hepatitis:0.187 Diagnosis:9ccs141:Ot dx stomch:0.148 Diagnosis:9ccs138:Esophgeal dx:0.106 Maternal Diagnosis:9ccs106:Dysrhythmia:0.105 Maternal Diagnosis:9ccs128:Asthma:0.083 Diagnosis:9ccs127:COPD:0.083 Diagnosis:9ccs217:Ot cong anom:0.075 Diagnosis:9ccs47:Ot bnign neo:0.074 Diagnosis:9ccs197:Skin infectn:0.060 Newborn Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs200:Oth skin dx:1.000 Diagnosis:9ccs105:Conduction:0.500 Diagnosis:9ccs117:Ot circul dx:0.220 Newborn Diagnosis:9ccs253:Allergy:0.187 Diagnosis:9ccs219:Low birth wt:0.178 Diagnosis:9ccs47:Ot bnign neo:0.155 Diagnosis:9ccs48:Thyroid dsor:0.130 Diagnosis:9ccs211:Ot conn tiss:0.107 Newborn Diagnosis:9ccs219:Low birth wt:0.089 Maternal Diagnosis:9ccs184:Early labor:0.085 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.738 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.730 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.632 Maternal Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.632 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.623 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.444 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.377 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.361 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.315 Diagnosis:9ccs2:Septicemia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2:Septicemia:1.000 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:-0.309 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.293 Maternal Maternal Lab History: FREE T-4-otherPregnancy:0.293 Maternal Maternal Lab History: AMYLASE-postPregnancy:-0.279 Maternal Maternal Lab History: LDL-otherPregnancy:-0.262 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.240 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.205 Maternal Diagnosis:9ccs194:Forceps del:0.187 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.168 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.514 Correlated most with: Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.452 Diagnosis:9ccs9:Sexual Infxs:-0.400 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.398 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.395 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.308 Maternal Maternal Lab History: MONOS-otherPregnancy:0.307 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.303 Diagnosis:9ccs221:Resp distres:-0.298 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.245 Maternal Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.548 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.500 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.408 Maternal Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:0.354 Maternal Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.354 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.301 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.261 Maternal Maternal Procedure History:93005-otherPregnancy:0.239 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.236 Maternal Maternal Lab History: GFR Calculation-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: GFR Calculation-otherPregnancy:1.000 Maternal Maternal Lab History: GFR in African American-otherPregnancy:1.000 Diagnosis:9ccs120:Hemmorhoids:0.731 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.731 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.623 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.447 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.421 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:-0.413 Maternal Maternal Procedure History:81025-otherPregnancy:0.392 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.390 Diagnosis:9ccs72:Anxiety dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs72:Anxiety dx:1.000 Maternal Maternal Lab History: APTT-postPregnancy:-0.512 Maternal Maternal Lab History: PATIENT-postPregnancy:-0.353 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:-0.292 Diagnosis:9ccs117:Ot circul dx:0.155 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.148 Maternal Maternal Lab History: INR-postPregnancy:-0.143 Maternal Vital: RR-postPregnancy:-0.129 Diagnosis:9ccs89:Blindness:0.128 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.116 Maternal Maternal Lab History: LEAD LEVEL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: LEAD LEVEL-otherPregnancy:1.000 Maternal Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:-0.613 Maternal Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.533 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.485 Maternal Maternal Lab History: A/G-otherPregnancy:-0.471 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.371 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.335 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.314 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.275 Maternal Maternal Procedure History:97014-postPregnancy:0.254 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:1.000 Maternal Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:-0.469 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:-0.469 Maternal Maternal Lab History: IRON-postPregnancy:-0.425 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.407 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.347 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.300 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:-0.271 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.211 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.192 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.962 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:0.756 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:0.728 Maternal Maternal Lab History: ALT-otherPregnancy:0.411 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.397 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.388 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.374 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:-0.335 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.324 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:1.000 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.769 Maternal Maternal Lab History: A/G-otherPregnancy:-0.546 Maternal Maternal Procedure History:81025-otherPregnancy:0.472 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:-0.432 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.390 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.364 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.352 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.327 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.289 Maternal Vital: RR-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Vital: RR-otherPregnancy:1.000 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy:0.492 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.462 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.450 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.425 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:0.366 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.317 Maternal Maternal Procedure History:90472-postPregnancy:0.271 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.237 Maternal Maternal Lab History: VLDL-otherPregnancy:-0.226 Diagnosis:9ccs2611:E Codes: Natural/environment | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2611:E Codes: Natural/environment:1.000 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.416 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.348 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.231 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.231 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.213 Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:-0.208 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.202 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:-0.164 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.158 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.507 Correlated most with: Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:1.000 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.710 Maternal Maternal Lab History: PATIENT-postPregnancy:0.685 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.671 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.657 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.535 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.497 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.467 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.455 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.442 Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:1.000 Lab:294199 BILIRUBIN SCAN - LMC:-0.727 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.582 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.500 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.473 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.417 Maternal Maternal Lab History: FREE T3-postPregnancy:0.400 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.373 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.335 Maternal Maternal Procedure History:97014-postPregnancy:-0.292 Vital: HC Percentile-gain16to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:0.175 Diagnosis:9ccs95:Oth nerv dx:0.119 Diagnosis:9ccs138:Esophgeal dx:0.095 Diagnosis:9ccs224:Ot perint dx:0.094 Diagnosis:9ccs217:Ot cong anom:0.073 Diagnosis:9ccs94:Other ear dx:0.067 Maternal Diagnosis:9ccs191:Amnios dx:0.067 Diagnosis:9ccs134:Ot uppr resp:0.066 Diagnosis:9ccs113:Late eff CVD:0.066 Diagnosis:9ccs4:Mycoses:0.064 Maternal Maternal Lab History: LDL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: LDL-otherPregnancy:1.000 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.911 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:0.564 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.552 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.449 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.396 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.373 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.369 Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:0.369 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:0.369 Maternal Maternal Procedure History:97112-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:97112-postPregnancy:1.000 Maternal Maternal Procedure History:97530-postPregnancy:-0.879 Maternal Maternal Procedure History:97110-postPregnancy:0.672 Maternal Maternal Procedure History:97001-postPregnancy:0.601 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.574 Maternal Maternal Procedure History:J3301-postPregnancy:0.530 Maternal Maternal Procedure History:20550-postPregnancy:0.530 Maternal Maternal Lab History: RET ABS-postPregnancy:-0.530 Maternal Maternal Procedure History:97035-postPregnancy:0.530 Maternal Maternal Lab History: RET %-postPregnancy:-0.530 Maternal Maternal Lab History: URIC ACID-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: URIC ACID-otherPregnancy:1.000 Maternal Maternal Lab History: PT-otherPregnancy:-0.735 Maternal Maternal Lab History: MAGNESIUM-otherPregnancy:-0.549 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:-0.479 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.434 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.397 Maternal Maternal Lab History: INR-otherPregnancy:-0.387 Maternal Maternal Lab History: AST-otherPregnancy:-0.384 Maternal Maternal Procedure History:93005-otherPregnancy:0.348 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.343 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:1.000 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.577 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.535 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.438 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.418 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.351 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.349 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.264 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.238 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.221 Maternal Maternal Lab History: URINE SUGAR-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: URINE SUGAR-postPregnancy:1.000 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:0.835 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.250 Maternal Vital: Wt Change-postPregnancy:0.241 Maternal Maternal Lab History: ANION GAP-postPregnancy:0.215 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.131 Maternal Vital: BP-otherPregnancy:0.118 Maternal Maternal Lab History: BUN-postPregnancy:-0.110 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.110 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.107 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:1.000 Diagnosis:9ccs52:Nutrit defic:0.354 Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:0.313 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.281 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.273 Maternal Maternal Lab History: AMYLASE-postPregnancy:0.254 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.250 Maternal Maternal Lab History: FOLATE-postPregnancy:-0.238 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.211 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.209 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.506 Correlated most with: Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:1.000 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.730 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.653 Maternal Maternal Procedure History:93005-otherPregnancy:0.641 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.632 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.632 Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.632 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.616 Maternal Maternal Procedure History:93005-postPregnancy:0.533 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.487 Maternal Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs3:Oth bact inf:1.000 Maternal Diagnosis:9ccs155:Other GI dx:0.216 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.090 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.089 Diagnosis:9ccs161:Ot dx kidney:0.085 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.076 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.076 Newborn Diagnosis:9ccs215:gu cong anom:0.076 Diagnosis:9ccs197:Skin infectn:0.075 Newborn Diagnosis:9ccs217:Ot cong anom:0.073 Maternal Maternal Lab History: GFR in African American-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: GFR in African American-otherPregnancy:1.000 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:1.000 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.732 Diagnosis:9ccs120:Hemmorhoids:0.732 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.623 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.448 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.421 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:-0.410 Maternal Maternal Procedure History:81025-otherPregnancy:0.392 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.390 Maternal Maternal Lab History: URINE CULTURE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: URINE CULTURE-postPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.358 Newborn Diagnosis:9ccs136:Teeth dx:0.357 Maternal Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.266 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.239 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.213 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.207 Maternal Maternal Lab History: POLYS-postPregnancy:-0.203 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:-0.200 Diagnosis:9ccs219:Low birth wt:0.186 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.484 Correlated most with: Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.655 Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.417 Lab:294199 BILIRUBIN SCAN - LMC:-0.404 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.351 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.316 Maternal Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:0.299 Diagnosis:9ccs109:Acute CVD:-0.291 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.278 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.275 Diagnosis:9ccs2620:E Codes: Unspecified | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2620:E Codes: Unspecified:1.000 Diagnosis:9ccs117:Ot circul dx:0.126 Diagnosis:9ccs223:Birth trauma:0.122 Diagnosis:9ccs8:Oth infectns:0.122 Diagnosis:9ccs89:Blindness:0.103 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.092 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.092 Diagnosis:9ccs2603:E Codes: Fall:0.091 Diagnosis:9ccs258:Other screen:0.090 Diagnosis:9ccs4:Mycoses:0.076 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:1.000 Maternal Maternal Procedure History:90801-postPregnancy:0.627 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:-0.485 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.485 Maternal Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:0.485 Maternal Maternal Lab History: TSH-postPregnancy:0.485 Maternal Maternal Lab History: A/G RATIO-postPregnancy:-0.485 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.439 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.438 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.424 Maternal Maternal Procedure History:86701-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:86701-postPregnancy:1.000 Maternal Maternal Procedure History:86701-otherPregnancy:0.866 Maternal Diagnosis:9ccs155:Other GI dx:0.268 Maternal Maternal Procedure History:36415-otherPregnancy:0.261 Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.236 Maternal Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.186 Maternal Maternal Procedure History:90772-postPregnancy:0.177 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.166 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.155 Maternal Maternal Procedure History:99401-postPregnancy:0.152 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:1.000 Maternal Maternal Lab History: FOLATE-postPregnancy:0.610 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:-0.531 Maternal Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:0.464 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:0.464 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.438 Maternal Maternal Lab History: PATIENT-postPregnancy:-0.426 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:0.412 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.403 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.367 Maternal Maternal Lab History: LIPASE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: LIPASE-postPregnancy:1.000 Maternal Maternal Lab History: AMYLASE-postPregnancy:0.845 Maternal Maternal Lab History: RET %-postPregnancy:0.434 Maternal Maternal Lab History: RET ABS-postPregnancy:0.434 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:0.365 Newborn Diagnosis:9ccs216:Nerv cong an:0.354 Maternal Maternal Lab History: URINE KETONES-postPregnancy:-0.322 Diagnosis:9ccs2:Septicemia:-0.293 Maternal Maternal Lab History: IRON-postPregnancy:-0.266 Maternal Diagnosis:9ccs196:Nml preg/del:0.234 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:1.000 Maternal Maternal Lab History: PAPP-A-otherPregnancy:-0.660 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.660 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.499 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.453 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.411 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.307 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:0.300 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.248 Maternal Vital: BP-otherPregnancy:0.246 Maternal Maternal Lab History: A/G-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.772 [0.323 9.712] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: A/G-otherPregnancy:1.000 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.780 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.546 Maternal Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:0.519 Maternal Maternal Lab History: LEAD LEVEL-otherPregnancy:-0.471 Maternal Maternal Diagnosis:10ccs205:Back problem-postPregnancy:-0.423 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:-0.409 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.383 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.374 Maternal Maternal Procedure History:81025-otherPregnancy:-0.318 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:1.000 Maternal Maternal Lab History: LDL-otherPregnancy:0.911 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.635 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.520 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:0.518 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.496 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.485 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.484 Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:0.484 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:0.484 Maternal Maternal Diagnosis:10ccs205:Back problem-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:10ccs205:Back problem-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.632 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.577 Maternal Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:-0.575 Maternal Maternal Lab History: LEAD LEVEL-otherPregnancy:0.533 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.500 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.490 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.455 Maternal Maternal Lab History: A/G-otherPregnancy:-0.423 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.414 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:1.000 Maternal Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:0.728 Maternal Maternal Lab History: LEAD LEVEL-otherPregnancy:-0.485 Diagnosis:9ccs120:Hemmorhoids:-0.466 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.466 Maternal Maternal Diagnosis:10ccs205:Back problem-postPregnancy:-0.455 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.421 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.421 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.397 Maternal Maternal Lab History: A/G-otherPregnancy:0.383 Maternal Maternal Procedure History:97110-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:97110-postPregnancy:1.000 Maternal Maternal Procedure History:97001-postPregnancy:0.849 Maternal Maternal Procedure History:97530-postPregnancy:-0.687 Maternal Maternal Procedure History:97112-postPregnancy:0.672 Maternal Maternal Procedure History:J3301-postPregnancy:0.493 Maternal Maternal Procedure History:20550-postPregnancy:0.493 Maternal Maternal Lab History: RET ABS-postPregnancy:-0.493 Maternal Maternal Lab History: RET %-postPregnancy:-0.493 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.463 Maternal Maternal Procedure History:97140-postPregnancy:-0.401 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.495 Correlated most with: Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.594 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.536 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.497 Maternal Maternal Lab History: PATIENT-postPregnancy:0.488 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.431 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.425 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.388 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.348 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.343 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:1.000 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.594 Diagnosis:9ccs120:Hemmorhoids:-0.594 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.506 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.490 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:-0.488 Maternal Maternal Lab History: VLDL-otherPregnancy:-0.484 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.448 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.447 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.433 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:1.000 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.959 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.627 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.627 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.609 Maternal Maternal Lab History: VLDL-otherPregnancy:0.608 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.565 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:-0.527 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.453 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.407 Maternal Vital: Ht Percentile-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Vital: Ht Percentile-otherPregnancy:1.000 Maternal Vital: Ht Percentile-postPregnancy:0.776 Maternal Vital: Wt Percentile-otherPregnancy:0.659 Maternal Vital: Wt Percentile-postPregnancy:0.501 Maternal Maternal Procedure History:S9470-otherPregnancy:0.344 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.333 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.324 Maternal Vital: BMI Percentile-otherPregnancy:0.315 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.286 Maternal Vital: BMI Percentile-postPregnancy:0.276 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.653 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.562 Maternal Maternal Lab History: T-3(Total)-postPregnancy:0.527 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.421 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.313 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.280 Maternal Maternal Procedure History:90656-postPregnancy:0.277 Maternal Maternal Procedure History:93005-postPregnancy:-0.274 Maternal Diagnosis:9ccs48:Thyroid dsor:0.273 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.751 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.664 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.411 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.297 Maternal Maternal Procedure History:36415-postPregnancy:0.240 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:0.230 Maternal Maternal Lab History: LDL-postPregnancy:0.215 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.211 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.195 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:1.000 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.862 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.833 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.583 Maternal Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:-0.536 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.474 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.461 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:-0.441 Maternal Maternal Lab History: FREE T-4-otherPregnancy:0.374 Maternal Maternal Lab History: LDL-otherPregnancy:-0.373 Newborn Diagnosis:9ccs218:Liveborn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1748 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Newborn Diagnosis:9ccs218:Liveborn:1.000 Newborn Diagnosis:9ccs130:Pleurisy:-0.577 Lab:306854 PLATELET COUNT - Sunrise:0.404 Newborn Diagnosis:9ccs0:No DX:-0.157 Newborn Diagnosis:9ccs221:Resp distres:-0.157 Maternal Diagnosis:9ccs168:PID:-0.129 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.111 Newborn Diagnosis:9ccs94:Other ear dx:0.110 Diagnosis:9ccs89:Blindness:-0.103 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.099 Maternal Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs138:Esophgeal dx:1.000 Diagnosis:9ccs147:Anal/rectal:0.121 Maternal Diagnosis:9ccs182:Hemorr preg:0.105 Diagnosis:9ccs259:Unclassified:0.083 Diagnosis:9ccs127:COPD:0.083 Diagnosis:9ccs125:Bronchitis:0.078 Diagnosis:9ccs244:Other injury:0.064 Maternal Diagnosis:9ccs181:Ot preg comp:0.054 Diagnosis:9ccs7:Viral infect:0.052 Diagnosis:9ccs138:Esophgeal dx:0.048 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:1.000 Maternal Maternal Lab History: HEPATITIS B DNA-postPregnancy:0.645 Maternal Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:0.645 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:0.645 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.645 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.396 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:-0.288 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:-0.285 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:-0.259 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.244 Diagnosis:9ccs2604:E Codes: Fire/burn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:10ccs238:Complic proc:1.000 Diagnosis:9ccs2604:E Codes: Fire/burn:1.000 Maternal Maternal Diagnosis:9ccs185:Long pregncy-otherPregnancy:-0.707 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:0.543 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.285 Maternal Maternal Lab History: RUBELLA-otherPregnancy:0.253 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.213 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.198 Maternal Maternal Lab History: WBC-otherPregnancy:0.198 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.187 Maternal Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:1.000 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:1.000 Maternal Maternal Lab History: FOLATE-postPregnancy:0.607 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:0.464 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.429 Maternal Maternal Lab History: FREE T-4-postPregnancy:0.212 Diagnosis:9ccs55:Fluid/elc dx:-0.197 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:-0.181 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.174 Maternal Maternal Lab History: LDL-postPregnancy:-0.166 Newborn Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs136:Teeth dx:1.000 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.357 Maternal Vital: BP-postPregnancy:0.081 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.066 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.066 Newborn Diagnosis:9ccs94:Other ear dx:-0.065 Newborn Diagnosis:9ccs256:Exam/eval:0.065 Maternal Diagnosis:9ccs187:Malposition:0.064 Maternal Diagnosis:9ccs190:Fetal distrs:0.061 Maternal Diagnosis:9ccs191:Amnios dx:0.047 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.471 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.356 Diagnosis:9ccs221:Resp distres:-0.346 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.331 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.326 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.308 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.294 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.276 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.266 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.960 Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.582 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.530 Lab:294199 BILIRUBIN SCAN - LMC:-0.517 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.408 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.407 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.356 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.332 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.332 Vital: HC Percentile-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2603:E Codes: Fall:-0.097 Diagnosis:9ccs0:No DX:-0.086 Lab:294048 STOOL CULTURE - LMC:0.082 Diagnosis:9ccs136:Teeth dx:-0.072 Diagnosis:9ccs94:Other ear dx:-0.064 Diagnosis:9ccs134:Ot uppr resp:-0.064 Diagnosis:9ccs197:Skin infectn:-0.061 Lab:306617 OCCULT BLOOD TEST (FECAL):0.058 Diagnosis:9ccs76:Meningitis:-0.054 Diagnosis:9ccs153:GI hemorrhag:0.054 Maternal Maternal Lab History: INHMOM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: INHMOM-otherPregnancy:1.000 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.955 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.775 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.756 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.736 Maternal Maternal Lab History: HCG-otherPregnancy:0.713 Maternal Maternal Lab History: INHMOM-postPregnancy:0.604 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.603 Maternal Maternal Lab History: TWIN B CRL-postPregnancy:-0.445 Maternal Maternal Lab History: TWIN B NT-postPregnancy:-0.445 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:1.000 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.690 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.627 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.355 Maternal Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:-0.316 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:-0.316 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.294 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:-0.289 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.288 Maternal Maternal Lab History: LDL-otherPregnancy:0.281 Maternal Maternal Lab History: eGFR-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: eGFR-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN S-otherPregnancy:0.485 Maternal Maternal Diagnosis:9ccs208:Acq foot def-postPregnancy:0.485 Maternal Maternal Diagnosis:9ccs61:Sickle cell-otherPregnancy:0.485 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:-0.352 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.244 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.241 Maternal Maternal Lab History: TOXOPLASMA IGG-postPregnancy:-0.213 Maternal Diagnosis:9ccs93:Dizziness:-0.191 Maternal Maternal Lab History: CHLAMYDIA AG RESULT-postPregnancy:-0.191 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:1.000 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.428 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:0.338 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.316 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.233 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.228 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.204 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.165 Maternal Maternal Lab History: POLYS-otherPregnancy:0.165 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.154 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:1.000 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.960 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.581 Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.473 Lab:294199 BILIRUBIN SCAN - LMC:-0.458 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.407 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.382 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.381 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.331 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.316 Diagnosis:9ccs232:Sprain | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs232:Sprain:1.000 Lab:297280 GLUCOSE REAGENT STRIP:0.500 Diagnosis:9ccs246:FUO:0.315 Maternal Vital: Temp-otherPregnancy:-0.233 Diagnosis:9ccs3:Oth bact inf:0.211 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.178 Diagnosis:9ccs240:Burns:0.152 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:-0.140 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:-0.129 Maternal Maternal Lab History: WBC-postPregnancy:0.125 Maternal Vital: Ht Percentile-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Vital: Ht Percentile-postPregnancy:1.000 Maternal Vital: Ht Percentile-otherPregnancy:0.776 Maternal Vital: Wt Percentile-otherPregnancy:0.508 Maternal Vital: Wt Percentile-postPregnancy:0.502 Maternal Maternal Procedure History:S9470-otherPregnancy:0.275 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.265 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.262 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.261 Maternal Maternal Procedure History:87880-postPregnancy:0.247 Maternal Vital: BMI Percentile-otherPregnancy:0.236 Lab:295490 17 HYDROXYPROGESTERONE - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:295490 17 HYDROXYPROGESTERONE - LMC:1.000 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:-1.000 Maternal Diagnosis:9ccs159:UTI:-0.317 Lab:297262 HEMOGLOBIN (HEMOCUE):0.307 Newborn Diagnosis:9ccs221:Resp distres:0.197 Diagnosis:9ccs153:GI hemorrhag:-0.155 Diagnosis:9ccs219:Low birth wt:-0.130 Diagnosis:9ccs258:Other screen:0.117 Diagnosis:9ccs215:gu cong anom:0.079 Diagnosis:9ccs137:Mouth dx:0.077 Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:1.000 Maternal Diagnosis:9ccs2617:E Codes: Adverse effects of medical drugs:1.000 Maternal Diagnosis:9ccs93:Dizziness:0.707 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.099 Maternal Diagnosis:9ccs183:HTN in preg:0.066 Maternal Diagnosis:9ccs190:Fetal distrs:0.043 Diagnosis:9ccs125:Bronchitis:0.039 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.032 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.031 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.028 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.506 Correlated most with: Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.653 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.619 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.545 Maternal Maternal Procedure History:93005-otherPregnancy:0.497 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.475 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.472 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.472 Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.472 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.433 Maternal Maternal Lab History: IRON-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: IRON-otherPregnancy:1.000 Maternal Maternal Lab History: FERRITIN-otherPregnancy:0.746 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.618 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.310 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.306 Maternal Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.302 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.302 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.282 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.275 Maternal Maternal Lab History: IRON-postPregnancy:0.273 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:1.000 Maternal Maternal Lab History: eGFR-postPregnancy:-0.352 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:0.317 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.252 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.233 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.205 Diagnosis:9ccs204:Ot joint dx:0.205 Maternal Maternal Procedure History:86703-postPregnancy:-0.193 Maternal Maternal Procedure History:99000-postPregnancy:-0.178 Maternal Maternal Lab History: PT-otherPregnancy:0.170 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:1.000 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.992 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.834 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.361 Maternal Maternal Lab History: PTT-postPregnancy:-0.333 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.260 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.253 Maternal Maternal Lab History: PT-postPregnancy:-0.194 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:0.181 Diagnosis:9ccs89:Blindness:0.155 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:1.000 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.862 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.807 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.635 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.559 Maternal Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:0.485 Maternal Maternal Lab History: LDL-otherPregnancy:0.449 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.417 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:-0.417 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.389 Lab:294048 STOOL CULTURE - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:294048 STOOL CULTURE - LMC:1.000 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.383 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.310 Diagnosis:9ccs153:GI hemorrhag:0.178 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.161 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.158 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.155 Diagnosis:9ccs154:Gastroent:0.139 Maternal Maternal Lab History: eGFR-otherPregnancy:-0.129 Maternal Maternal Lab History: RDW-otherPregnancy:-0.127 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.480 Maternal Maternal Procedure History:97035-postPregnancy:-0.447 Maternal Maternal Procedure History:97001-postPregnancy:0.394 Maternal Maternal Lab History: TOXOPLASMA IGG-postPregnancy:-0.354 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.334 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:-0.275 Maternal Maternal Lab History: eGFR-postPregnancy:0.241 Maternal Maternal Procedure History:97110-postPregnancy:0.228 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:-0.193 Maternal Maternal Procedure History:97014-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Procedure History:97014-postPregnancy:1.000 Maternal Maternal Procedure History:97140-postPregnancy:0.604 Maternal Maternal Procedure History:97110-postPregnancy:0.373 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.295 Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:-0.292 Lab:294199 BILIRUBIN SCAN - LMC:0.283 Maternal Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:-0.275 Maternal Maternal Lab History: LEAD LEVEL-otherPregnancy:0.254 Maternal Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.239 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.217 Maternal Maternal Lab History: GAMMA GT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: GAMMA GT-otherPregnancy:1.000 Maternal Maternal Lab History: LDH-otherPregnancy:0.598 Maternal Maternal Lab History: URIC ACID-otherPregnancy:-0.479 Maternal Maternal Lab History: PT-otherPregnancy:0.442 Maternal Maternal Lab History: MAGNESIUM-otherPregnancy:0.409 Maternal Maternal Lab History: INR-otherPregnancy:0.334 Maternal Maternal Lab History: eGFR-otherPregnancy:0.262 Maternal Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:-0.260 Maternal Maternal Lab History: AST-otherPregnancy:0.249 Maternal Maternal Lab History: PTT-otherPregnancy:-0.245 Diagnosis:9ccs145:Int obstruct | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs145:Int obstruct:1.000 Lab:297275 STREP RAPID TEST (POCT):0.264 Diagnosis:9ccs89:Blindness:0.211 Diagnosis:9ccs243:Poisn nonmed:0.171 Diagnosis:9ccs163:Other GU dx:0.164 Maternal Diagnosis:9ccs128:Asthma:0.097 Maternal Diagnosis:9ccs192:Umbil cord:0.086 Diagnosis:9ccs250:Nausea/vomit:0.053 Newborn Diagnosis:9ccs219:Low birth wt:0.048 Maternal Diagnosis:9ccs184:Early labor:0.046 Maternal Maternal Lab History: NTQR-LOCATION ID-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: NTQR-LOCATION ID-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.332 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:-0.291 Lab:295669 BILIRUBIN DIRECT - LMC:0.239 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.211 Maternal Maternal Lab History: HCG-postPregnancy:-0.162 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.158 Maternal Maternal Lab History: POLYS-postPregnancy:-0.153 Diagnosis:9ccs219:Low birth wt:0.150 Diagnosis:9ccs251:Abdomnl pain:-0.129 Maternal Maternal Lab History: CHLAMYDIA AG RESULT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: CHLAMYDIA AG RESULT-postPregnancy:1.000 Maternal Diagnosis:9ccs93:Dizziness:0.500 Maternal Diagnosis:9ccs196:Nml preg/del:0.214 Maternal Maternal Lab History: eGFR-postPregnancy:-0.191 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.158 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.134 Diagnosis:9ccs213:Cardiac anom:-0.096 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.088 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.085 Diagnosis:9ccs0:No DX:0.077 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.683 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.488 Maternal Maternal Procedure History:92551-postPregnancy:0.423 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.358 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.352 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.347 Maternal Maternal Lab History: AFP-otherPregnancy:0.299 Maternal Vital: Wt Change-otherPregnancy:-0.293 Maternal Maternal Procedure History:85018-postPregnancy:0.289 Maternal Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy:1.000 Maternal Diagnosis:9ccs120:Hemmorhoids:0.530 Maternal Diagnosis:9ccs149:Biliary dx:-0.198 Maternal Maternal Lab History: ALT-postPregnancy:-0.196 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.157 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.147 Maternal Vital: PL-postPregnancy:-0.146 Diagnosis:9ccs89:Blindness:0.140 Maternal Vital: HR-postPregnancy:0.121 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.119 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:1.000 Maternal Maternal Procedure History:97803-otherPregnancy:0.632 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.547 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:0.535 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.289 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.217 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.212 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:-0.210 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.205 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.205 Newborn Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs58:Ot nutrit dx:1.000 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.577 Newborn Diagnosis:9ccs221:Resp distres:0.276 Diagnosis:9ccs213:Cardiac anom:0.132 Diagnosis:9ccs143:Abdom hernia:0.119 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.099 Newborn Diagnosis:9ccs94:Other ear dx:-0.098 Newborn Diagnosis:9ccs256:Exam/eval:0.097 Newborn Diagnosis:9ccs219:Low birth wt:0.095 Maternal Diagnosis:9ccs184:Early labor:0.091 Diagnosis:9ccs204:Ot joint dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs204:Ot joint dx:1.000 Lab:294147 FREE T4 - LMC:-0.434 Lab:294205 TSH REFLEX TO FT4 - LMC:0.350 Maternal Maternal Lab History: PT-otherPregnancy:-0.287 Diagnosis:9ccs211:Ot conn tiss:0.255 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.225 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:0.205 Maternal Maternal Lab History: LDH-otherPregnancy:0.191 Maternal Maternal Lab History: 2 HOUR-postPregnancy:-0.179 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:-0.162 Maternal Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs143:Abdom hernia:1.000 Maternal Diagnosis:9ccs96:Hrt valve dx:0.353 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.315 Maternal Diagnosis:9ccs238:Complic proc:0.234 Maternal Diagnosis:9ccs106:Dysrhythmia:0.152 Diagnosis:9ccs123:Influenza:0.128 Diagnosis:9ccs258:Other screen:0.113 Maternal Diagnosis:9ccs176:Contraceptiv:0.109 Diagnosis:9ccs244:Other injury:0.096 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.094 Maternal Maternal Lab History: HBV DNA-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: HBV DNA-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:-0.408 Maternal Maternal Diagnosis:9ccs244:Other injury-postPregnancy:-0.297 Maternal Maternal Lab History: CPK-postPregnancy:0.242 Maternal Maternal Lab History: Cockroach IgE-postPregnancy:-0.242 Maternal Maternal Procedure History:36415-postPregnancy:0.227 Maternal Maternal Procedure History:90649-postPregnancy:-0.209 Maternal Maternal Procedure History:93005-postPregnancy:-0.194 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:-0.194 Maternal Maternal Lab History: VARICELLA IGM-postPregnancy:-0.147 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:1.000 Maternal Maternal Procedure History:97803-otherPregnancy:0.577 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.547 Maternal Maternal Procedure History:81025-otherPregnancy:-0.377 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:0.336 Maternal Vital: BMI-postPregnancy:-0.214 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.198 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.194 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:-0.192 Maternal Maternal Lab History: MPV-otherPregnancy:-0.189 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:1.000 Maternal Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:0.741 Maternal Maternal Lab History: HEPATITIS B DNA-postPregnancy:0.741 Maternal Maternal Lab History: PATIENT-postPregnancy:0.471 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.456 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.451 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.442 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.425 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.395 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.329 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.506 Correlated most with: Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.619 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.616 Maternal Maternal Procedure History:93005-otherPregnancy:0.458 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.447 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.447 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.417 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.387 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.387 Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.387 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.514 Correlated most with: Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:1.000 Diagnosis:9ccs9:Sexual Infxs:0.460 Maternal Maternal Procedure History:97803-otherPregnancy:-0.323 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.276 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.272 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.259 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.254 Maternal Maternal Lab History: POLYS-otherPregnancy:0.227 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:-0.226 Maternal Maternal Lab History: MONOS-otherPregnancy:-0.224 Maternal Maternal Lab History: LEAD LEVEL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: LEAD LEVEL-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.866 Maternal Vital: Wt Percentile-otherPregnancy:-0.293 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.248 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.247 Maternal Vital: Ht Percentile-otherPregnancy:-0.242 Maternal Maternal Diagnosis:9ccs244:Other injury-postPregnancy:-0.236 Maternal Vital: Ht Percentile-postPregnancy:-0.216 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.213 Maternal Maternal Lab History: LEAD LEVEL-otherPregnancy:-0.185 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.482 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.200 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.196 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.190 Maternal Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.190 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.178 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:-0.177 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.173 Maternal Maternal Lab History: IRON-postPregnancy:0.172 Diagnosis:9ccs51:Ot endo dsor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs51:Ot endo dsor:1.000 Diagnosis:9ccs243:Poisn nonmed:0.148 Newborn Diagnosis:9ccs215:gu cong anom:0.135 Diagnosis:9ccs143:Abdom hernia:0.114 Maternal Diagnosis:9ccs60:Acut p-h anm:0.105 Diagnosis:9ccs215:gu cong anom:0.101 Diagnosis:9ccs165:Inf male gen:0.065 Maternal Diagnosis:9ccs185:Long pregncy:0.057 Diagnosis:9ccs159:UTI:0.053 Diagnosis:9ccs155:Other GI dx:0.052 Maternal Maternal Lab History: GENTAMICIN TROUGH-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.736 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:-0.582 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.536 Maternal Maternal Lab History: GENTAMICIN PEAK-postPregnancy:0.516 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.485 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.454 Newborn Diagnosis:9ccs155:Other GI dx:0.412 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:-0.336 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.330 Maternal Maternal Lab History: PAPP-A-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: PAPP-A-otherPregnancy:1.000 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.721 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.696 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.660 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.577 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.402 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.362 Maternal Maternal Lab History: FERRITIN-otherPregnancy:0.359 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.330 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.300 Maternal Diagnosis:9ccs198:Ot infl skin | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs198:Ot infl skin:1.000 Diagnosis:9ccs166:Oth male gen:0.102 Newborn Diagnosis:9ccs94:Other ear dx:-0.098 Diagnosis:9ccs136:Teeth dx:0.085 Maternal Diagnosis:9ccs181:Ot preg comp:0.041 Diagnosis:9ccs135:Intest infct:0.039 Diagnosis:9ccs125:Bronchitis:0.039 Diagnosis:9ccs200:Oth skin dx:0.037 Maternal Diagnosis:9ccs193:OB-related perin trauma:0.030 Diagnosis:9ccs7:Viral infect:0.026 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:0.596 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.455 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.455 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.364 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:-0.329 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:-0.298 Maternal Maternal Lab History: VLDL-otherPregnancy:-0.298 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.276 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.273 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:295490 17 HYDROXYPROGESTERONE - LMC:-1.000 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:1.000 Maternal Diagnosis:9ccs159:UTI:0.317 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.307 Newborn Diagnosis:9ccs221:Resp distres:-0.197 Diagnosis:9ccs153:GI hemorrhag:0.155 Diagnosis:9ccs219:Low birth wt:0.130 Diagnosis:9ccs258:Other screen:-0.117 Diagnosis:9ccs215:gu cong anom:-0.079 Diagnosis:9ccs137:Mouth dx:-0.077 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:1.000 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.349 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.318 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:-0.313 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.311 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.295 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:-0.261 Lab:306617 OCCULT BLOOD TEST (FECAL):0.249 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:-0.225 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.211 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.738 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.674 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.628 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.584 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.400 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.364 Maternal Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.359 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.295 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.269 Diagnosis:9ccs98:HTN | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs98:HTN:1.000 Maternal Diagnosis:9ccs182:Hemorr preg:0.217 Newborn Diagnosis:9ccs215:gu cong anom:0.139 Diagnosis:9ccs215:gu cong anom:0.106 Newborn Diagnosis:9ccs256:Exam/eval:0.097 Newborn Diagnosis:9ccs219:Low birth wt:0.095 Maternal Diagnosis:9ccs184:Early labor:0.091 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs239:Superfic inj:0.074 Maternal Diagnosis:9ccs191:Amnios dx:0.074 Maternal Maternal Diagnosis:9ccs185:Long pregncy-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs185:Long pregncy-otherPregnancy:1.000 Diagnosis:9ccs2604:E Codes: Fire/burn:-0.707 Diagnosis:10ccs238:Complic proc:-0.707 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:-0.383 Maternal Maternal Lab History: RUBELLA-otherPregnancy:-0.179 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:-0.158 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.150 Maternal Maternal Lab History: hCG MoM-otherPregnancy:-0.148 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.134 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.129 Lab:321098 OCCULT BLOOD FECES - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:321098 OCCULT BLOOD FECES - Sunrise:1.000 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.223 Diagnosis:9ccs2619:e codes: other specified- nec:-0.204 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.194 Diagnosis:9ccs153:GI hemorrhag:0.190 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:-0.189 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:-0.154 Maternal Diagnosis:9ccs194:Forceps del:-0.145 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.143 Maternal Vital: HR-otherPregnancy:-0.137 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:0.212 Maternal Maternal Lab History: WBC-otherPregnancy:-0.165 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.165 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:-0.152 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.144 Maternal Vital: Ht-otherPregnancy:-0.137 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.137 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.135 Diagnosis:9ccs244:Other injury:0.131 Diagnosis:9ccs245:Syncope | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs245:Syncope:1.000 Diagnosis:9ccs83:Epilepsy/cnv:0.243 Diagnosis:9ccs205:Back problem:0.157 Diagnosis:9ccs48:Thyroid dsor:0.151 Newborn Diagnosis:9ccs213:Cardiac anom:0.146 Diagnosis:9ccs96:Hrt valve dx:0.131 Diagnosis:9ccs117:Ot circul dx:0.126 Lab:294203 BILIRUBIN TOTAL - LMC:0.115 Lab:295669 BILIRUBIN DIRECT - LMC:0.088 Diagnosis:9ccs161:Ot dx kidney:0.085 Diagnosis:9ccs61:Sickle cell | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs61:Sickle cell:1.000 Maternal Diagnosis:9ccs55:Fluid/elc dx:0.287 Maternal Diagnosis:9ccs106:Dysrhythmia:0.105 Diagnosis:9ccs8:Oth infectns:0.105 Diagnosis:9ccs134:Ot uppr resp:0.066 Lab:297262 HEMOGLOBIN (HEMOCUE):0.060 Diagnosis:9ccs128:Asthma:0.058 Newborn Diagnosis:9ccs224:Ot perint dx:0.052 Maternal Diagnosis:9ccs59:Anemia:0.045 Diagnosis:9ccs215:gu cong anom:0.045 Maternal Diagnosis:9ccs202:Rheum arth | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs202:Rheum arth:1.000 Diagnosis:9ccs122:Pneumonia:0.073 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.061 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.061 Diagnosis:9ccs198:Ot infl skin:0.060 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.058 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.058 Maternal Diagnosis:9ccs189:Prev c-sectn:0.057 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.056 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.055 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.630 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.618 Maternal Maternal Lab History: VLDL-otherPregnancy:0.618 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.565 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:-0.535 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.511 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.460 Maternal Vital: SpO2-otherPregnancy:-0.379 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.373 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.774 [0.442 7.127] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:1.000 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.343 Maternal Maternal Lab History: TEST NAME-otherPregnancy:0.330 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.322 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.290 Lab:306617 OCCULT BLOOD TEST (FECAL):0.279 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.239 Maternal Maternal Lab History: MUMPS IGG-postPregnancy:0.188 Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:0.173 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.166 Lab:323854 CULTURE FECES - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:323854 CULTURE FECES - Sunrise:1.000 Maternal Maternal Lab History: CPK-postPregnancy:-0.204 Maternal Maternal Procedure History:90772-postPregnancy:-0.193 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.164 Maternal Maternal Procedure History:J1055-postPregnancy:-0.156 Diagnosis:9ccs153:GI hemorrhag:0.127 Maternal Diagnosis:9ccs211:Ot conn tiss:-0.109 Diagnosis:9ccs143:Abdom hernia:0.107 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:-0.104 Diagnosis:9ccs154:Gastroent:0.099 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:1.000 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:1.000 Maternal Maternal Lab History: VARICELLA IGM-postPregnancy:0.740 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:-0.285 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.235 Maternal Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:-0.221 Maternal Maternal Lab History: HEPATITIS B DNA-postPregnancy:-0.221 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:-0.221 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:-0.221 Maternal Maternal Lab History: ALT-postPregnancy:0.216 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:1.000 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.606 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.472 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.433 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.413 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:-0.395 Maternal Maternal Lab History: A/G-otherPregnancy:0.374 Maternal Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:0.350 Maternal Maternal Lab History: LEAD LEVEL-otherPregnancy:-0.335 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.330 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.666 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.597 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.488 Maternal Maternal Lab History: AFP-otherPregnancy:0.460 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.447 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.349 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.348 Maternal Maternal Procedure History:93005-otherPregnancy:-0.330 Maternal Vital: Wt Change-otherPregnancy:-0.329 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:1.000 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.998 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.963 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.609 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.539 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.460 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.441 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.422 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.329 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.318 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.775 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.715 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:0.593 Maternal Maternal Procedure History:90472-postPregnancy:0.430 Maternal Vital: RR-otherPregnancy:0.425 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.408 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:-0.381 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.327 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.289 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:1.000 Maternal Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:0.736 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:-0.632 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.583 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.559 Maternal Maternal Lab History: GENTAMICIN PEAK-postPregnancy:0.494 Newborn Diagnosis:9ccs155:Other GI dx:0.448 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.419 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.382 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:-0.365 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:0.833 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.685 Maternal Maternal Lab History: MONOS-otherPregnancy:0.416 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.357 Maternal Maternal Procedure History:97803-otherPregnancy:-0.354 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.346 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.329 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.316 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.250 Vital: BP-avg19to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.178 Maternal Maternal Lab History: LDL-postPregnancy:0.170 Diagnosis:9ccs55:Fluid/elc dx:-0.124 Maternal Vital: Wt Change-postPregnancy:-0.117 Diagnosis:9ccs62:Coag/hemr dx:-0.115 Diagnosis:9ccs59:Anemia:0.095 Diagnosis:9ccs117:Ot circul dx:0.091 Maternal Diagnosis:9ccs182:Hemorr preg:0.089 Diagnosis:9ccs136:Teeth dx:0.075 Diagnosis:9ccs259:Unclassified:-0.074 Lab:294495 LEAD, BLOOD - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:294495 LEAD, BLOOD - LMC:1.000 Maternal Diagnosis:9ccs7:Viral infect:0.251 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.239 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.201 Maternal Diagnosis:9ccs106:Dysrhythmia:0.155 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.132 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.125 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.104 Diagnosis:9ccs95:Oth nerv dx:-0.103 Newborn Diagnosis:9ccs217:Ot cong anom:0.099 Maternal Maternal Lab History: AMYLASE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: AMYLASE-postPregnancy:1.000 Maternal Maternal Lab History: LIPASE-postPregnancy:0.845 Maternal Maternal Lab History: RET %-postPregnancy:0.357 Maternal Maternal Lab History: RET ABS-postPregnancy:0.357 Maternal Maternal Lab History: URINE KETONES-postPregnancy:-0.326 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:0.300 Newborn Diagnosis:9ccs216:Nerv cong an:0.292 Diagnosis:9ccs2:Septicemia:-0.279 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.254 Maternal Diagnosis:9ccs196:Nml preg/del:0.223 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.508 Correlated most with: Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.861 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.626 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.599 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.565 Lab:306854 PLATELET COUNT - Sunrise:0.479 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.477 Maternal Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:-0.473 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.471 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.387 Maternal Maternal Lab History: FREE T3-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.490 Correlated most with: Maternal Maternal Lab History: FREE T3-postPregnancy:1.000 Newborn Diagnosis:9ccs104:Oth heart dx:-0.451 Newborn Diagnosis:9ccs97:Carditis:-0.451 Newborn Diagnosis:9ccs239:Superfic inj:-0.451 Maternal Maternal Lab History: FREE T-4-postPregnancy:0.446 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.409 Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.400 Lab:294199 BILIRUBIN SCAN - LMC:-0.388 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.367 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.285 Maternal Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:1.000 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:-0.661 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.632 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.596 Lab:306854 PLATELET COUNT - Sunrise:-0.506 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.504 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.500 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.498 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.473 Diagnosis:9ccs238:Complic proc:-0.409 Maternal Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs163:Other GU dx:1.000 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.250 Maternal Diagnosis:9ccs175:Ot femal gen:0.234 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.180 Maternal Diagnosis:9ccs238:Complic proc:0.132 Diagnosis:9ccs243:Poisn nonmed:0.119 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.099 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:0.098 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.094 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.086 Maternal Maternal Procedure History:86701-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:86701-otherPregnancy:1.000 Maternal Maternal Procedure History:86701-postPregnancy:0.866 Maternal Diagnosis:9ccs155:Other GI dx:0.309 Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.272 Maternal Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.215 Maternal Maternal Procedure History:36415-otherPregnancy:0.196 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.192 Maternal Maternal Procedure History:99401-postPregnancy:0.152 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.148 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:-0.114 Maternal Maternal Lab History: TWIN B CRL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: TWIN B NT-postPregnancy:1.000 Maternal Maternal Lab History: TWIN B CRL-postPregnancy:1.000 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.555 Maternal Maternal Lab History: HCG-otherPregnancy:-0.463 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.453 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.446 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.445 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.438 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.419 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.353 Diagnosis:9ccs56:Cystic fibro | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs56:Cystic fibro:1.000 Maternal Diagnosis:9ccs56:Cystic fibro:0.577 Maternal Maternal Lab History: PTT-otherPregnancy:0.444 Maternal Maternal Lab History: INR-otherPregnancy:0.421 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.409 Newborn Diagnosis:9ccs155:Other GI dx:0.287 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.221 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.167 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.166 Maternal Maternal Lab History: PT-otherPregnancy:0.145 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:-0.250 Maternal Maternal Lab History: PTT-otherPregnancy:-0.222 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:-0.220 Maternal Maternal Lab History: PTT-postPregnancy:0.211 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.211 Maternal Maternal Lab History: INR-otherPregnancy:-0.210 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:-0.204 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:0.192 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:-0.192 Maternal Maternal Lab History: FOLATE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: FOLATE-postPregnancy:1.000 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:0.610 Maternal Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:0.607 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:0.607 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.542 Maternal Maternal Lab History: FREE T-4-postPregnancy:0.323 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:-0.238 Maternal Maternal Procedure History:97530-postPregnancy:0.210 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.196 Maternal Maternal Procedure History:97112-postPregnancy:-0.193 Newborn Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs91:Other eye dx:1.000 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.749 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.466 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.347 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:0.297 Newborn Diagnosis:9ccs221:Resp distres:0.276 Maternal Maternal Procedure History:90772-postPregnancy:-0.251 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.245 Maternal Diagnosis:9ccs168:PID:0.228 Maternal Maternal Lab History: PT-postPregnancy:-0.223 Maternal Maternal Lab History: IRON-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: IRON-postPregnancy:1.000 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.599 Maternal Maternal Lab History: RET ABS-postPregnancy:-0.472 Maternal Maternal Lab History: RET %-postPregnancy:-0.472 Maternal Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.453 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.453 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.425 Maternal Maternal Lab History: FERRITIN-otherPregnancy:0.385 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.335 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.303 Maternal Maternal Lab History: TP PERIOD-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: TP PERIOD-otherPregnancy:1.000 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.956 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.902 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.761 Lab:306854 PLATELET COUNT - Sunrise:0.669 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.661 Maternal Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:-0.661 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.658 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.626 Diagnosis:9ccs238:Complic proc:0.541 Maternal Maternal Procedure History:93005-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:93005-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.533 Maternal Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.491 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.463 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:-0.442 Maternal Maternal Procedure History:93005-otherPregnancy:0.407 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.401 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.401 Maternal Maternal Lab History: CPK-postPregnancy:-0.401 Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.401 Maternal Maternal Lab History: UIBC-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: UIBC-postPregnancy:1.000 Maternal Maternal Procedure History:J7302-postPregnancy:0.443 Maternal Maternal Procedure History:90801-postPregnancy:-0.423 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.313 Maternal Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:-0.310 Maternal Maternal Lab History: TSH-postPregnancy:-0.310 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.310 Maternal Maternal Lab History: A/G RATIO-postPregnancy:0.310 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.301 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:-0.264 Maternal Vital: SpO2-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Vital: SpO2-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:-0.446 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:-0.420 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:-0.408 Maternal Maternal Lab History: VLDL-otherPregnancy:-0.408 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.379 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:-0.373 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy:-0.354 Maternal Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:-0.354 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:0.354 Maternal Maternal Procedure History:97140-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:97140-postPregnancy:1.000 Maternal Maternal Procedure History:97001-postPregnancy:-0.717 Maternal Maternal Procedure History:97530-postPregnancy:0.639 Maternal Maternal Procedure History:97014-postPregnancy:0.604 Maternal Maternal Procedure History:97112-postPregnancy:-0.503 Maternal Maternal Procedure History:20550-postPregnancy:-0.474 Maternal Maternal Lab History: RET ABS-postPregnancy:0.474 Maternal Maternal Procedure History:J3301-postPregnancy:-0.474 Maternal Maternal Lab History: RET %-postPregnancy:0.474 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:-0.411 Maternal Maternal Lab History: VARICELLA IGM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: VARICELLA IGM-postPregnancy:1.000 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:0.740 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:0.740 Maternal Maternal Lab History: LACTIC ACID-postPregnancy:0.289 Maternal Diagnosis:9ccs215:gu cong anom:-0.239 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.234 Maternal Maternal Lab History: ALT-postPregnancy:0.222 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.220 Maternal Maternal Lab History: LDH-postPregnancy:-0.206 Maternal Maternal Lab History: POLYS-postPregnancy:-0.164 Lab:294199 BILIRUBIN SCAN - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Lab:294199 BILIRUBIN SCAN - LMC:1.000 Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:-0.727 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.517 Maternal Diagnosis:9ccs50:DiabMel w/cm:-0.485 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.458 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.404 Maternal Maternal Lab History: FREE T3-postPregnancy:-0.388 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.334 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:-0.325 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.288 Lab:323700 CULTURE THROAT W SENS - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.502 Correlated most with: Lab:323700 CULTURE THROAT W SENS - Sunrise:1.000 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:-0.451 Maternal Diagnosis:9ccs245:Syncope:0.367 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:-0.215 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.181 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:0.125 Diagnosis:9ccs211:Ot conn tiss:-0.124 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.122 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.116 Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:-0.106 Maternal Maternal Lab History: TWIN B NT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: TWIN B NT-postPregnancy:1.000 Maternal Maternal Lab History: TWIN B CRL-postPregnancy:1.000 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.555 Maternal Maternal Lab History: HCG-otherPregnancy:-0.463 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.453 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.446 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.445 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.438 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.419 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.353 Maternal Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs95:Oth nerv dx:1.000 Maternal Diagnosis:9ccs211:Ot conn tiss:0.266 Lab:295669 BILIRUBIN DIRECT - LMC:-0.133 Diagnosis:9ccs95:Oth nerv dx:0.098 Lab:294203 BILIRUBIN TOTAL - LMC:-0.071 Diagnosis:9ccs96:Hrt valve dx:0.048 Diagnosis:9ccs239:Superfic inj:0.047 Diagnosis:9ccs151:Oth liver dx:0.046 Diagnosis:9ccs128:Asthma:0.041 Diagnosis:9ccs74:Ot mentl cnd:0.040 Maternal Maternal Lab History: T-3(Total)-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: T-3(Total)-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.527 Maternal Maternal Procedure History:90801-postPregnancy:-0.452 Maternal Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:-0.405 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.387 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.365 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.350 Maternal Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:-0.350 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.350 Maternal Maternal Lab History: TSH-postPregnancy:-0.350 Maternal Maternal Diagnosis:10ccs259:Unclassified-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.833 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.685 Maternal Maternal Lab History: MONOS-otherPregnancy:0.387 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.357 Maternal Maternal Procedure History:97803-otherPregnancy:-0.354 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.316 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.265 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.260 Diagnosis:9ccs64:Ot hematl dx:0.241 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:1.000 Diagnosis:9ccs109:Acute CVD:-0.707 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.632 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.584 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.577 Maternal Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:0.500 Maternal Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.500 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.490 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.333 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.330 Maternal Diagnosis:9ccs107:Cardia arrst | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs107:Cardia arrst:1.000 Newborn Diagnosis:9ccs221:Resp distres:0.276 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.184 Diagnosis:9ccs224:Ot perint dx:0.110 Maternal Diagnosis:9ccs59:Anemia:0.106 Diagnosis:9ccs217:Ot cong anom:0.082 Maternal Diagnosis:9ccs183:HTN in preg:0.066 Diagnosis:9ccs222:Perint jaund:0.062 Diagnosis:9ccs198:Ot infl skin:0.060 Maternal Diagnosis:9ccs181:Ot preg comp:0.041 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:1.000 Maternal Maternal Lab History: VLDL-otherPregnancy:-0.886 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.632 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.616 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:-0.594 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.593 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:-0.577 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.535 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:-0.527 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.477 Maternal Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:1.000 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.728 Maternal Maternal Lab History: LEAD LEVEL-otherPregnancy:-0.613 Maternal Maternal Diagnosis:10ccs205:Back problem-postPregnancy:-0.575 Maternal Maternal Lab History: A/G-otherPregnancy:0.519 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.400 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.353 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.353 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.350 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.344 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:1.000 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.632 Maternal Maternal Lab History: LDL-otherPregnancy:0.564 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.518 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.489 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.441 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.361 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.347 Diagnosis:9ccs2:Septicemia:-0.309 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.289 Maternal Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:1.000 Maternal Maternal Lab History: GTT 90 MIN-postPregnancy:0.751 Diagnosis:9ccs142:Appendicitis:0.681 Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.411 Maternal Maternal Procedure History:92551-postPregnancy:-0.277 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.263 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.234 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:-0.231 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.228 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:0.222 Maternal Diagnosis:9ccs140:Gastritis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs140:Gastritis:1.000 Maternal Diagnosis:9ccs182:Hemorr preg:0.217 Maternal Diagnosis:9ccs128:Asthma:0.175 Maternal Diagnosis:9ccs176:Contraceptiv:0.077 Diagnosis:9ccs198:Ot infl skin:0.060 Maternal Diagnosis:9ccs190:Fetal distrs:0.043 Diagnosis:9ccs90:Eye infectn:0.041 Diagnosis:9ccs126:Ot up rsp in:-0.040 Diagnosis:9ccs200:Oth skin dx:0.037 Maternal Diagnosis:9ccs195:Ot compl bir:0.026 Maternal Diagnosis:9ccs180:Ectopic preg | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs180:Ectopic preg:1.000 Diagnosis:9ccs137:Mouth dx:0.103 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.103 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.103 Newborn Diagnosis:9ccs219:Low birth wt:0.095 Maternal Diagnosis:9ccs184:Early labor:0.091 Diagnosis:9ccs59:Anemia:0.070 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.070 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.069 Diagnosis:9ccs222:Perint jaund:0.062 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:1.000 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.923 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.902 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.718 Lab:306854 PLATELET COUNT - Sunrise:0.603 Maternal Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:-0.596 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.596 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.594 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.565 Diagnosis:9ccs238:Complic proc:0.487 Maternal Maternal Lab History: GTT 90 MIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: GTT 90 MIN-postPregnancy:1.000 Diagnosis:9ccs142:Appendicitis:0.851 Maternal Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:0.751 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.329 Maternal Maternal Procedure History:92551-postPregnancy:-0.293 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.248 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:-0.244 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.241 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.241 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.230 Diagnosis:9ccs231:Oth fracture | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs231:Oth fracture:1.000 Diagnosis:9ccs228:Fx skull fac:0.407 Diagnosis:9ccs229:Fx arm:0.332 Diagnosis:9ccs83:Epilepsy/cnv:0.119 Newborn Diagnosis:9ccs223:Birth trauma:0.103 Diagnosis:9ccs222:Perint jaund:0.067 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.051 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.051 Diagnosis:9ccs257:Ot aftercare:0.046 Diagnosis:9ccs7:Viral infect:0.045 Maternal Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: HEPATITIS B DNA-postPregnancy:1.000 Maternal Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:1.000 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.741 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.645 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.500 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:0.500 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.350 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.298 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:-0.223 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:-0.221 Maternal Maternal Lab History: APF MoM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: APF MoM-otherPregnancy:1.000 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.955 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.788 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.763 Maternal Maternal Lab History: HCG-otherPregnancy:0.709 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.688 Maternal Maternal Lab History: INHMOM-postPregnancy:0.580 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.577 Maternal Maternal Lab History: TWIN B CRL-postPregnancy:-0.438 Maternal Maternal Lab History: TWIN B NT-postPregnancy:-0.438 Diagnosis:9ccs70:Schizo/rl dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs70:Schizo/rl dx:1.000 Maternal Diagnosis:9ccs8:Oth infectns:0.707 Maternal Diagnosis:9ccs238:Complic proc:0.234 Diagnosis:9ccs223:Birth trauma:0.152 Diagnosis:9ccs83:Epilepsy/cnv:0.148 Diagnosis:9ccs89:Blindness:0.128 Diagnosis:9ccs2603:E Codes: Fall:0.114 Maternal Diagnosis:9ccs188:Pelvic obstr:0.104 Diagnosis:9ccs74:Ot mentl cnd:0.093 MatDeliveryAge:0.068 Diagnosis:9ccs238:Complic proc | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs238:Complic proc:1.000 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.541 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.517 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.487 Lab:306854 PLATELET COUNT - Sunrise:0.413 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.412 Maternal Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:-0.409 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.409 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.407 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.387 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:-0.315 Maternal Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:-0.297 Maternal Maternal Lab History: LEAD LEVEL-otherPregnancy:0.275 Maternal Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.258 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.246 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.235 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.225 Maternal Maternal Lab History: POLYS-otherPregnancy:0.200 Maternal Maternal Lab History: T-4-postPregnancy:-0.195 Maternal Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.596 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.508 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.351 Maternal Maternal Lab History: FASTING-postPregnancy:0.289 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.287 Maternal Maternal Procedure History:59430-postPregnancy:-0.277 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.243 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.222 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.215 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:-0.275 Diagnosis:9ccs64:Ot hematl dx:0.258 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:-0.240 Diagnosis:10ccs58:Ot nutrit dx:0.219 Diagnosis:9ccs211:Ot conn tiss:0.208 Diagnosis:9ccs2603:E Codes: Fall:0.156 Diagnosis:9ccs258:Other screen:0.154 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:-0.152 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:-0.150 Maternal Diagnosis:9ccs142:Appendicitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs142:Appendicitis:1.000 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:-0.267 Maternal Maternal Lab History: MONOS-postPregnancy:0.244 Newborn Diagnosis:9ccs96:Hrt valve dx:0.212 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.193 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.191 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.162 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:-0.118 Maternal Maternal Lab History: GLOBULIN-postPregnancy:0.104 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.101 Maternal Maternal Lab History: GLUCOSE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: GLUCOSE-otherPregnancy:1.000 Maternal Maternal Lab History: A/G RATIO-postPregnancy:0.412 Maternal Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:-0.412 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.308 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.279 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.278 Maternal Maternal Lab History: UIBC-postPregnancy:-0.264 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.242 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:-0.226 Maternal Vital: RR-postPregnancy:-0.201 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:1.000 Maternal Maternal Lab History: PTT-otherPregnancy:0.543 Maternal Maternal Lab History: INR-otherPregnancy:0.515 Diagnosis:9ccs56:Cystic fibro:0.409 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.270 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.204 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.203 Maternal Maternal Lab History: RUBELLA-otherPregnancy:-0.198 Diagnosis:9ccs147:Anal/rectal:0.178 Maternal Maternal Lab History: PT-otherPregnancy:0.177 Maternal Maternal Lab History: TP VOLUME-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.512 Correlated most with: Maternal Maternal Lab History: TP VOLUME-otherPregnancy:1.000 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.764 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.520 Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:0.484 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:0.484 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.417 Maternal Maternal Lab History: LDL-otherPregnancy:0.396 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.394 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.388 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:-0.338 Maternal Maternal Lab History: VLDL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: VLDL-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:-0.886 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.686 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.666 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.618 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.608 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.551 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.484 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.470 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.415 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.508 Correlated most with: Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:1.000 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.563 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.543 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.539 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.473 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.439 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.390 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.304 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:-0.288 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:-0.286 Maternal Maternal Lab History: RET ABS-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: RET %-postPregnancy:1.000 Maternal Maternal Lab History: RET ABS-postPregnancy:1.000 Maternal Maternal Procedure History:97530-postPregnancy:0.577 Maternal Maternal Procedure History:97112-postPregnancy:-0.530 Maternal Maternal Procedure History:20550-postPregnancy:-0.500 Maternal Maternal Procedure History:97035-postPregnancy:-0.500 Maternal Maternal Procedure History:J3301-postPregnancy:-0.500 Maternal Maternal Procedure History:97110-postPregnancy:-0.493 Maternal Maternal Procedure History:97140-postPregnancy:0.474 Maternal Maternal Lab History: IRON-postPregnancy:-0.472 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:1.000 Maternal Maternal Lab History: TEST NAME-postPregnancy:0.691 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.575 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.558 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.482 Maternal Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:0.436 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:-0.398 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.347 Maternal Diagnosis:9ccs211:Ot conn tiss:-0.292 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:-0.275 Newborn Diagnosis:9ccs220:Birth asphyx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs220:Birth asphyx:1.000 Maternal Diagnosis:9ccs182:Hemorr preg:0.217 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.099 Newborn Diagnosis:9ccs94:Other ear dx:-0.098 Maternal Diagnosis:9ccs187:Malposition:0.096 Maternal Diagnosis:9ccs192:Umbil cord:0.078 Diagnosis:9ccs257:Ot aftercare:0.027 Maternal Diagnosis:9ccs195:Ot compl bir:0.026 Newborn Diagnosis:9ccs224:Ot perint dx:0.026 Diagnosis:9ccs92:Otitis media:0.026 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:1.000 Maternal Maternal Procedure History:96372-otherPregnancy:0.842 Maternal Maternal Lab History: BILE ACIDS-postPregnancy:0.599 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy:0.572 Diagnosis:9ccs141:Ot dx stomch:0.262 Maternal Maternal Lab History: CHOLIC ACID-postPregnancy:0.245 Maternal Maternal Procedure History:90471-otherPregnancy:0.243 Maternal Diagnosis:9ccs182:Hemorr preg:0.190 Maternal Diagnosis:9ccs60:Acut p-h anm:0.190 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.176 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.539 Maternal Maternal Diagnosis:9ccs61:Sickle cell-otherPregnancy:-0.500 Maternal Maternal Lab History: PROGESTERONE-postPregnancy:-0.500 Maternal Maternal Lab History: HEMOGLOBIN S-otherPregnancy:-0.500 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.494 Maternal Maternal Lab History: TOXOPLASMA IGG-postPregnancy:-0.475 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:-0.378 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.345 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.336 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy:1.000 Maternal Maternal Lab History: BILE ACIDS-postPregnancy:0.999 Maternal Maternal Lab History: CHOLIC ACID-postPregnancy:0.935 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.572 Maternal Maternal Procedure History:96372-otherPregnancy:0.481 Diagnosis:9ccs141:Ot dx stomch:0.150 Maternal Maternal Procedure History:90471-otherPregnancy:0.146 Maternal Maternal Lab History: APF MoM-postPregnancy:0.117 Maternal Diagnosis:9ccs182:Hemorr preg:0.109 Maternal Diagnosis:9ccs60:Acut p-h anm:0.109 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.861 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.661 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.632 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.596 Lab:306854 PLATELET COUNT - Sunrise:0.506 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.504 Maternal Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:-0.500 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.498 Maternal Diagnosis:9ccs117:Ot circul dx:-0.409 Diagnosis:9ccs6:Hepatitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs6:Hepatitis:1.000 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:-0.220 Maternal Diagnosis:9ccs6:Hepatitis:0.216 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:-0.195 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:-0.183 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.177 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:-0.129 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.118 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.114 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.108 Diagnosis:9ccs129:Asp pneumon | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs129:Asp pneumon:1.000 Maternal Diagnosis:9ccs168:PID:0.228 Diagnosis:9ccs89:Blindness:0.184 Diagnosis:9ccs95:Oth nerv dx:0.142 Diagnosis:9ccs138:Esophgeal dx:0.111 Diagnosis:9ccs217:Ot cong anom:0.082 Number of Visits:0.079 Diagnosis:9ccs91:Other eye dx:0.076 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs94:Other ear dx:0.074 Maternal Maternal Procedure History:J3301-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:20550-postPregnancy:1.000 Maternal Maternal Procedure History:J3301-postPregnancy:1.000 Maternal Maternal Procedure History:97530-postPregnancy:-0.577 Maternal Maternal Procedure History:97112-postPregnancy:0.530 Maternal Maternal Procedure History:97035-postPregnancy:0.500 Maternal Maternal Lab History: RET ABS-postPregnancy:-0.500 Maternal Maternal Lab History: RET %-postPregnancy:-0.500 Maternal Maternal Procedure History:97110-postPregnancy:0.493 Maternal Maternal Procedure History:97140-postPregnancy:-0.474 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.467 Newborn Diagnosis:9ccs166:Oth male gen | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs166:Oth male gen:1.000 Maternal Diagnosis:9ccs253:Allergy:0.500 Diagnosis:9ccs208:Acq foot def:0.377 Diagnosis:9ccs95:Oth nerv dx:0.142 Newborn Diagnosis:9ccs215:gu cong anom:0.139 Newborn Diagnosis:9ccs217:Ot cong anom:0.135 Diagnosis:9ccs256:Exam/eval:0.081 Maternal Diagnosis:9ccs176:Contraceptiv:0.077 Diagnosis:9ccs94:Other ear dx:0.074 Diagnosis:9ccs134:Ot uppr resp:0.074 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:1.000 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.992 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.764 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.357 Maternal Maternal Lab History: PTT-postPregnancy:0.325 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.284 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:-0.269 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:-0.218 Maternal Maternal Lab History: PT-postPregnancy:0.195 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.150 Maternal Maternal Lab History: MAGNESIUM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: MAGNESIUM-otherPregnancy:1.000 Maternal Maternal Lab History: URIC ACID-otherPregnancy:-0.549 Maternal Maternal Lab History: PT-otherPregnancy:0.478 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.445 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.409 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.354 Maternal Maternal Lab History: PTT-otherPregnancy:-0.346 Maternal Maternal Lab History: AST-otherPregnancy:0.291 Maternal Maternal Lab History: INR-otherPregnancy:0.278 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.249 Maternal Diagnosis:9ccs82:Paralysis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs82:Paralysis:1.000 Newborn Diagnosis:9ccs221:Resp distres:0.276 Newborn Diagnosis:9ccs259:Unclassified:0.116 Diagnosis:9ccs215:gu cong anom:0.106 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.099 Newborn Diagnosis:9ccs219:Low birth wt:0.095 Maternal Diagnosis:9ccs184:Early labor:0.091 Maternal Diagnosis:9ccs10:Immuniz/scrn:0.070 Newborn Diagnosis:9ccs222:Perint jaund:0.070 Maternal Diagnosis:9ccs183:HTN in preg:0.066 Maternal Maternal Diagnosis:9ccs244:Other injury-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Diagnosis:9ccs244:Other injury-postPregnancy:1.000 Maternal Maternal Lab History: CPK-postPregnancy:-0.612 Maternal Maternal Procedure History:93005-postPregnancy:0.491 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.490 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.317 Maternal Maternal Lab History: HBV DNA-postPregnancy:-0.297 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:-0.277 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:-0.277 Maternal Maternal Procedure History:90656-postPregnancy:0.255 Maternal Maternal Lab History: LEAD LEVEL-postPregnancy:-0.236 Maternal Maternal Lab History: RET %-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: RET ABS-postPregnancy:1.000 Maternal Maternal Lab History: RET %-postPregnancy:1.000 Maternal Maternal Procedure History:97530-postPregnancy:0.577 Maternal Maternal Procedure History:97112-postPregnancy:-0.530 Maternal Maternal Procedure History:20550-postPregnancy:-0.500 Maternal Maternal Procedure History:J3301-postPregnancy:-0.500 Maternal Maternal Procedure History:97035-postPregnancy:-0.500 Maternal Maternal Procedure History:97110-postPregnancy:-0.493 Maternal Maternal Procedure History:97140-postPregnancy:0.474 Maternal Maternal Lab History: IRON-postPregnancy:-0.472 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.335 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.333 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.286 Maternal Maternal Procedure History:76830-postPregnancy:-0.259 Maternal Vital: BMI-postPregnancy:0.197 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.187 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.177 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.163 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:-0.160 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.730 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.674 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.577 Maternal Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.577 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.566 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:-0.402 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.382 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.372 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy:-0.333 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.683 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.666 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.489 Maternal Vital: Wt Change-otherPregnancy:-0.408 Maternal Maternal Lab History: AFP-otherPregnancy:0.407 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.391 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.293 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.284 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.272 Maternal Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Diagnosis:9ccs117:Ot circul dx:1.000 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.409 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.316 Newborn Diagnosis:9ccs191:Amnios dx:0.257 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.214 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.201 Maternal Diagnosis:9ccs60:Acut p-h anm:0.122 Maternal Maternal Procedure History:58300-postPregnancy:-0.118 Maternal Maternal Lab History: RDW-postPregnancy:0.115 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.105 Diagnosis:9ccs162:Ot dx bladdr | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs162:Ot dx bladdr:1.000 Maternal Maternal Lab History: MPV-otherPregnancy:0.300 Maternal Maternal Lab History: URINE PH-otherPregnancy:-0.161 Maternal Vital: HR-otherPregnancy:-0.158 Maternal Vital: BP-otherPregnancy:0.158 Diagnosis:9ccs161:Ot dx kidney:0.154 Newborn Diagnosis:9ccs215:gu cong anom:0.139 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.133 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.122 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.122 Maternal Maternal Procedure History:90801-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Procedure History:90801-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.645 Maternal Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:0.645 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:-0.645 Maternal Maternal Lab History: TSH-postPregnancy:0.645 Maternal Maternal Lab History: A/G RATIO-postPregnancy:-0.645 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.633 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.627 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.452 Maternal Maternal Lab History: UIBC-postPregnancy:-0.423 Diagnosis:9ccs130:Pleurisy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs130:Pleurisy:1.000 Maternal Maternal Lab History: A/G-postPregnancy:0.205 Maternal Maternal Lab History: PH-postPregnancy:-0.150 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.150 Maternal Maternal Lab History: VLDL-postPregnancy:-0.105 Maternal Maternal Lab History: POLYS-postPregnancy:0.089 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:-0.088 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.085 Diagnosis:9ccs133:Oth low resp:0.084 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:-0.082 Maternal Diagnosis:9ccs2617:E Codes: Adverse effects of medical drugs | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:1.000 Maternal Diagnosis:9ccs2617:E Codes: Adverse effects of medical drugs:1.000 Maternal Diagnosis:9ccs93:Dizziness:0.707 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.099 Maternal Diagnosis:9ccs183:HTN in preg:0.066 Maternal Diagnosis:9ccs190:Fetal distrs:0.043 Diagnosis:9ccs125:Bronchitis:0.039 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.032 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.031 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.028 Maternal Maternal Lab History: PATIENT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: PATIENT-postPregnancy:1.000 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.783 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.699 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.685 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.642 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.597 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.488 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.486 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.471 Maternal Maternal Procedure History:90746-postPregnancy:0.437 Maternal Diagnosis:9ccs56:Cystic fibro | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs56:Cystic fibro:1.000 Diagnosis:9ccs56:Cystic fibro:0.577 Newborn Diagnosis:9ccs155:Other GI dx:0.500 Diagnosis:9ccs213:Cardiac anom:0.132 Newborn Diagnosis:9ccs259:Unclassified:0.116 Diagnosis:9ccs224:Ot perint dx:0.110 Maternal Diagnosis:9ccs59:Anemia:0.106 Maternal Diagnosis:9ccs176:Contraceptiv:0.077 Maternal Diagnosis:9ccs186:DM in preg:0.069 Diagnosis:9ccs74:Ot mentl cnd:0.066 Maternal Maternal Lab History: TOXOPLASMA IGG-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: TOXOPLASMA IGG-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs61:Sickle cell-otherPregnancy:0.475 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.475 Maternal Maternal Lab History: HEMOGLOBIN S-otherPregnancy:0.475 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.354 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.248 Maternal Maternal Lab History: eGFR-postPregnancy:-0.213 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:-0.172 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.170 Maternal Vital: Ht Percentile-otherPregnancy:-0.166 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:0.487 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:-0.482 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:0.327 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.271 Maternal Vital: BMI Percentile-otherPregnancy:0.253 Maternal Maternal Lab History: WBC-otherPregnancy:0.234 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.204 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.189 Maternal Maternal Lab History: IRON-otherPregnancy:0.188 Maternal Diagnosis:9ccs72:Anxiety dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs72:Anxiety dx:1.000 Maternal Diagnosis:9ccs55:Fluid/elc dx:0.577 Maternal Diagnosis:9ccs74:Ot mentl cnd:0.377 Maternal Diagnosis:9ccs7:Viral infect:0.353 Maternal Diagnosis:9ccs48:Thyroid dsor:0.301 Maternal Diagnosis:9ccs168:PID:0.228 Maternal Diagnosis:9ccs49:DiabMel no c:0.147 Newborn Diagnosis:9ccs256:Exam/eval:0.097 Diagnosis:9ccs256:Exam/eval:0.081 Diagnosis:9ccs4:Mycoses:0.070 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:1.000 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.967 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.963 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.632 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.563 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.467 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.439 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.427 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.342 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.330 Maternal Maternal Lab History: CHOLIC ACID-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: CHOLIC ACID-postPregnancy:1.000 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy:0.935 Maternal Maternal Lab History: BILE ACIDS-postPregnancy:0.923 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.245 Maternal Maternal Procedure History:96372-otherPregnancy:0.206 Maternal Maternal Lab History: APF MoM-postPregnancy:0.170 Maternal Maternal Lab History: PT-postPregnancy:-0.153 Maternal Maternal Procedure History:90649-postPregnancy:-0.152 Maternal Maternal Lab History: URIC ACID-postPregnancy:-0.151 Maternal Diagnosis:9ccs149:Biliary dx:0.135 Newborn Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs62:Coag/hemr dx:1.000 Newborn Diagnosis:9ccs216:Nerv cong an:0.577 Diagnosis:9ccs62:Coag/hemr dx:0.353 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.333 Diagnosis:9ccs216:Nerv cong an:0.288 Diagnosis:9ccs55:Fluid/elc dx:0.276 Newborn Diagnosis:9ccs213:Cardiac anom:0.257 Diagnosis:9ccs83:Epilepsy/cnv:0.212 Lab:295669 BILIRUBIN DIRECT - LMC:-0.188 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.126 Maternal Maternal Lab History: TEST NAME-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: TEST NAME-otherPregnancy:1.000 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.330 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.246 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.237 Maternal Maternal Lab History: PAPP-A-postPregnancy:0.210 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.209 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.205 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.204 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.203 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:-0.194 Diagnosis:9ccs63:Wht blood dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs63:Wht blood dx:1.000 Diagnosis:9ccs64:Ot hematl dx:0.135 Diagnosis:9ccs8:Oth infectns:0.105 Diagnosis:9ccs161:Ot dx kidney:0.072 Diagnosis:9ccs244:Other injury:0.064 Diagnosis:9ccs257:Ot aftercare:0.053 Diagnosis:9ccs159:UTI:0.053 Diagnosis:9ccs7:Viral infect:0.052 Diagnosis:9ccs143:Abdom hernia:0.052 Diagnosis:9ccs92:Otitis media:0.051 Maternal Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs200:Oth skin dx:1.000 Maternal Diagnosis:9ccs149:Biliary dx:0.301 Diagnosis:9ccs163:Other GU dx:0.288 Newborn Diagnosis:9ccs217:Ot cong anom:0.135 Maternal Diagnosis:9ccs184:Early labor:0.091 Diagnosis:9ccs91:Other eye dx:0.076 Diagnosis:9ccs96:Hrt valve dx:0.076 Diagnosis:9ccs239:Superfic inj:0.074 Diagnosis:9ccs4:Mycoses:0.070 Diagnosis:9ccs198:Ot infl skin:0.060 Maternal Maternal Lab History: Varicella IgG-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: Varicella IgG-postPregnancy:1.000 Maternal Diagnosis:9ccs215:gu cong anom:-0.360 Newborn Diagnosis:9ccs161:Ot dx kidney:-0.218 Maternal Maternal Lab History: PH-postPregnancy:-0.179 Newborn Diagnosis:9ccs55:Fluid/elc dx:-0.178 Maternal Vital: RR-postPregnancy:-0.162 Maternal Maternal Lab History: VARICELLA IGM-postPregnancy:-0.135 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.115 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.113 Maternal Vital: Wt-postPregnancy:0.110 Lab:297280 GLUCOSE REAGENT STRIP | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:297280 GLUCOSE REAGENT STRIP:1.000 Diagnosis:9ccs232:Sprain:0.500 Diagnosis:9ccs3:Oth bact inf:0.214 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.178 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:-0.132 Maternal Maternal Lab History: WBC-postPregnancy:0.125 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.106 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.103 Diagnosis:9ccs138:Esophgeal dx:0.082 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.081 Maternal Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:1.000 Diagnosis:9ccs109:Acute CVD:-0.707 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.577 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.500 Maternal Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.500 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.354 Maternal Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:0.354 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.333 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.269 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.244 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.645 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.500 Maternal Maternal Lab History: HEPATITIS B DNA-postPregnancy:0.500 Maternal Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:0.500 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.488 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.488 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:-0.395 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.395 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.350 Newborn Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs138:Esophgeal dx:1.000 Newborn Diagnosis:9ccs253:Allergy:0.377 Newborn Diagnosis:9ccs95:Oth nerv dx:0.353 Maternal Diagnosis:9ccs168:PID:0.228 Newborn Diagnosis:9ccs217:Ot cong anom:0.135 Newborn Diagnosis:9ccs256:Exam/eval:0.097 Diagnosis:9ccs217:Ot cong anom:0.082 Maternal Diagnosis:9ccs176:Contraceptiv:0.077 Diagnosis:9ccs91:Other eye dx:0.076 Diagnosis:9ccs96:Hrt valve dx:0.076 Diagnosis:9ccs229:Fx arm | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs229:Fx arm:1.000 Diagnosis:9ccs231:Oth fracture:0.332 Diagnosis:9ccs147:Anal/rectal:0.141 Diagnosis:9ccs83:Epilepsy/cnv:0.119 Newborn Diagnosis:9ccs223:Birth trauma:0.103 Diagnosis:9ccs258:Other screen:0.090 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.089 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.089 Diagnosis:9ccs134:Ot uppr resp:0.081 Diagnosis:9ccs165:Inf male gen:0.078 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.685 Maternal Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:0.685 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:-0.379 Maternal Maternal Procedure History:97035-postPregnancy:0.373 Maternal Maternal Lab History: MONOS-otherPregnancy:0.366 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.334 Maternal Maternal Procedure History:97001-postPregnancy:-0.329 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.326 Maternal Maternal Procedure History:97803-otherPregnancy:-0.323 Maternal Maternal Procedure History:20550-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:20550-postPregnancy:1.000 Maternal Maternal Procedure History:J3301-postPregnancy:1.000 Maternal Maternal Procedure History:97530-postPregnancy:-0.577 Maternal Maternal Procedure History:97112-postPregnancy:0.530 Maternal Maternal Procedure History:97035-postPregnancy:0.500 Maternal Maternal Lab History: RET ABS-postPregnancy:-0.500 Maternal Maternal Lab History: RET %-postPregnancy:-0.500 Maternal Maternal Procedure History:97110-postPregnancy:0.493 Maternal Maternal Procedure History:97140-postPregnancy:-0.474 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.467 Maternal Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:1.000 Maternal Maternal Lab History: TEST NAME-postPregnancy:0.645 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:0.436 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.354 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.307 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.280 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.252 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.158 Maternal Diagnosis:9ccs60:Acut p-h anm:-0.155 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.150 Maternal Maternal Lab History: APTT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: APTT-postPregnancy:1.000 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:0.585 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.518 Diagnosis:9ccs72:Anxiety dx:-0.512 Maternal Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:-0.328 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.317 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.312 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:0.299 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:-0.259 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:-0.239 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:1.000 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:-0.697 Maternal Maternal Lab History: MAGNESIUM-otherPregnancy:-0.445 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:-0.315 Maternal Maternal Lab History: IRON-otherPregnancy:-0.275 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.271 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:-0.217 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:0.200 Maternal Vital: BMI Percentile-otherPregnancy:-0.199 Maternal Maternal Lab History: BASOPHIL-otherPregnancy:-0.194 Maternal Maternal Procedure History:92551-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:92551-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.423 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.416 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.410 Maternal Maternal Procedure History:85018-postPregnancy:0.342 Maternal Maternal Procedure History:87880-postPregnancy:0.316 Maternal Vital: SpO2-postPregnancy:-0.311 Maternal Maternal Procedure History:90471-postPregnancy:0.299 Maternal Maternal Lab History: GTT 90 MIN-postPregnancy:-0.293 Maternal Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:-0.277 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:1.000 Maternal Maternal Lab History: MUMPS IGG-postPregnancy:0.327 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.295 Maternal Vital: BMI Percentile-postPregnancy:-0.173 Maternal Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:-0.172 Maternal Maternal Procedure History:81000-postPregnancy:-0.147 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:-0.133 Maternal Maternal Lab History: SODIUM-otherPregnancy:0.114 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.114 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.085 Maternal Diagnosis:9ccs36:Thyroid cncr | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs36:Thyroid cncr:1.000 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.088 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.088 Diagnosis:9ccs96:Hrt valve dx:0.076 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.055 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.054 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.051 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.051 Diagnosis:9ccs10:Immuniz/scrn:-0.050 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.043 Maternal Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs55:Fluid/elc dx:1.000 Maternal Diagnosis:9ccs72:Anxiety dx:0.577 Maternal Diagnosis:9ccs102:Chest pain:0.577 Diagnosis:9ccs61:Sickle cell:0.287 Maternal Diagnosis:9ccs74:Ot mentl cnd:0.216 Maternal Diagnosis:9ccs7:Viral infect:0.202 Maternal Diagnosis:9ccs48:Thyroid dsor:0.171 Maternal Diagnosis:9ccs168:PID:0.129 Maternal Diagnosis:9ccs106:Dysrhythmia:0.122 Diagnosis:9ccs8:Oth infectns:0.122 Maternal Diagnosis:9ccs75:Hx mental dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs75:Hx mental dx:1.000 Diagnosis:9ccs127:COPD:0.089 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs128:Asthma:0.066 Diagnosis:9ccs133:Oth low resp:0.059 Maternal Diagnosis:9ccs190:Fetal distrs:0.043 MatDeliveryAge:-0.031 Diagnosis:9ccs257:Ot aftercare:0.027 Maternal Diagnosis:9ccs195:Ot compl bir:0.026 Diagnosis:9ccs7:Viral infect:0.026 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.645 Maternal Maternal Lab History: HEPATITIS B DNA-postPregnancy:0.500 Maternal Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:0.500 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:0.500 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.400 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:-0.223 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:-0.221 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:-0.201 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.194 Maternal Maternal Lab History: HEPATITIS B DNA-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: HEPATITIS B DNA-postPregnancy:1.000 Maternal Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:1.000 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.741 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.645 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.500 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:0.500 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.350 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.298 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:-0.223 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:-0.221 Maternal Maternal Procedure History:97530-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Procedure History:97530-postPregnancy:1.000 Maternal Maternal Procedure History:97112-postPregnancy:-0.879 Maternal Maternal Procedure History:97110-postPregnancy:-0.687 Maternal Maternal Procedure History:97001-postPregnancy:-0.655 Maternal Maternal Procedure History:97140-postPregnancy:0.639 Maternal Maternal Procedure History:20550-postPregnancy:-0.577 Maternal Maternal Procedure History:97035-postPregnancy:-0.577 Maternal Maternal Procedure History:J3301-postPregnancy:-0.577 Maternal Maternal Lab History: RET ABS-postPregnancy:0.577 Maternal Maternal Lab History: RET %-postPregnancy:0.577 Maternal Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.577 Maternal Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:0.500 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.500 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.469 Maternal Maternal Lab History: IRON-postPregnancy:0.453 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.435 Maternal Maternal Lab History: FERRITIN-otherPregnancy:0.428 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.381 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.370 Maternal Diagnosis:9ccs39:Leukemias | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs39:Leukemias:1.000 Maternal Diagnosis:9ccs196:Nml preg/del:-0.301 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.111 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.110 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.084 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.084 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.081 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.081 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.063 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.063 Maternal Maternal Diagnosis:9ccs208:Acq foot def-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs208:Acq foot def-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN S-otherPregnancy:0.500 Maternal Maternal Diagnosis:9ccs61:Sickle cell-otherPregnancy:0.500 Maternal Maternal Lab History: eGFR-postPregnancy:0.485 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.216 Maternal Vital: Wt Percentile-otherPregnancy:0.208 Maternal Maternal Lab History: ESTRIOL-postPregnancy:-0.194 Maternal Vital: Wt Percentile-postPregnancy:0.159 Maternal Maternal Lab History: BASOPHIL-otherPregnancy:0.149 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.135 Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs221:Resp distres:1.000 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.425 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.346 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.298 Maternal Maternal Procedure History:76830-postPregnancy:-0.225 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.215 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.211 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.210 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.209 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.204 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.664 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.632 Maternal Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:-0.582 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.566 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.461 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.417 Maternal Maternal Lab History: GENTAMICIN PEAK-postPregnancy:-0.390 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.390 Newborn Diagnosis:9ccs155:Other GI dx:-0.354 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.577 Maternal Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:0.577 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.440 Maternal Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:0.408 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.408 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.365 Maternal Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:-0.336 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.289 Maternal Maternal Lab History: LACTIC ACID-postPregnancy:-0.289 Newborn Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs133:Oth low resp:1.000 Diagnosis:9ccs216:Nerv cong an:0.202 Diagnosis:9ccs95:Oth nerv dx:0.098 Diagnosis:9ccs244:Other injury:0.096 Diagnosis:9ccs138:Esophgeal dx:0.075 Diagnosis:9ccs166:Oth male gen:0.068 Newborn Diagnosis:9ccs219:Low birth wt:0.063 Diagnosis:9ccs96:Hrt valve dx:0.048 Diagnosis:9ccs94:Other ear dx:0.047 Diagnosis:9ccs122:Pneumonia:0.046 Diagnosis:9ccs52:Nutrit defic | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs52:Nutrit defic:1.000 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.354 Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:0.296 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.258 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.236 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.199 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.197 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.172 Maternal Maternal Lab History: eGFR-postPregnancy:0.169 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.162 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:1.000 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:1.000 Maternal Maternal Lab History: FOLATE-postPregnancy:0.607 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:0.464 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.429 Maternal Maternal Lab History: FREE T-4-postPregnancy:0.212 Diagnosis:9ccs55:Fluid/elc dx:-0.197 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:-0.181 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.174 Maternal Maternal Lab History: LDL-postPregnancy:-0.166 Maternal Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:1.000 Maternal Maternal Lab History: LEAD LEVEL-postPregnancy:0.866 Maternal Vital: Wt Percentile-otherPregnancy:-0.253 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.214 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.214 Maternal Vital: Ht Percentile-otherPregnancy:-0.209 Maternal Maternal Diagnosis:9ccs244:Other injury-postPregnancy:-0.204 Maternal Vital: Ht Percentile-postPregnancy:-0.187 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.185 Maternal Vital: Wt Percentile-postPregnancy:-0.147 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.767 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.756 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:0.577 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.383 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:-0.343 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:-0.333 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:-0.333 Maternal Maternal Lab History: VLDL-otherPregnancy:-0.333 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.309 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy:1.000 Maternal Vital: RR-otherPregnancy:0.492 Maternal Vital: SpO2-otherPregnancy:-0.354 Maternal Maternal Procedure History:90746-postPregnancy:0.233 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.224 Maternal Vital: SpO2-postPregnancy:-0.208 Diagnosis:9ccs216:Nerv cong an:-0.205 Diagnosis:9ccs205:Back problem:-0.197 Maternal Maternal Lab History: AFP-otherPregnancy:0.189 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.171 Maternal Maternal Lab History: BILE ACIDS-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: BILE ACIDS-postPregnancy:1.000 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy:0.999 Maternal Maternal Lab History: CHOLIC ACID-postPregnancy:0.923 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.599 Maternal Maternal Procedure History:96372-otherPregnancy:0.504 Diagnosis:9ccs141:Ot dx stomch:0.157 Maternal Maternal Procedure History:90471-otherPregnancy:0.153 Maternal Diagnosis:9ccs182:Hemorr preg:0.114 Maternal Diagnosis:9ccs60:Acut p-h anm:0.114 Maternal Maternal Lab History: APF MoM-postPregnancy:0.112 Maternal Maternal Lab History: LACTIC ACID-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: LACTIC ACID-postPregnancy:1.000 Maternal Maternal Lab History: VARICELLA IGM-postPregnancy:0.289 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:-0.289 Maternal Maternal Lab History: URIC ACID-postPregnancy:-0.260 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.227 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:0.175 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.172 Maternal Maternal Lab History: PT-postPregnancy:0.172 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.167 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.144 Maternal Maternal Procedure History:97035-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Procedure History:97035-postPregnancy:1.000 Maternal Maternal Procedure History:97530-postPregnancy:-0.577 Maternal Maternal Procedure History:97112-postPregnancy:0.530 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:-0.509 Maternal Maternal Lab History: RET ABS-postPregnancy:-0.500 Maternal Maternal Procedure History:J3301-postPregnancy:0.500 Maternal Maternal Procedure History:20550-postPregnancy:0.500 Maternal Maternal Lab History: RET %-postPregnancy:-0.500 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.447 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.434 Maternal Maternal Lab History: MONOCYTE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: MONOCYTE-otherPregnancy:1.000 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.697 Maternal Maternal Lab History: IRON-otherPregnancy:0.618 Maternal Maternal Lab History: BASOPHIL-otherPregnancy:0.294 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.275 Maternal Maternal Lab History: FERRITIN-otherPregnancy:0.267 Maternal Maternal Lab History: MAGNESIUM-otherPregnancy:0.249 Maternal Vital: BMI Percentile-otherPregnancy:0.241 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.185 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.176 Diagnosis:9ccs188:Pelvic obstr | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs188:Pelvic obstr:1.000 Diagnosis:9ccs242:Poisn ot med:0.315 Diagnosis:9ccs123:Influenza:0.184 Newborn Diagnosis:9ccs223:Birth trauma:0.184 Diagnosis:9ccs124:Tonsillitis:0.130 Diagnosis:9ccs137:Mouth dx:0.103 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.103 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.103 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.076 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.076 Maternal Maternal Lab History: T-4-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: T-4-postPregnancy:1.000 Maternal Maternal Procedure History:87880-postPregnancy:0.329 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.249 Maternal Maternal Procedure History:90801-postPregnancy:0.244 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.199 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.197 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.195 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.190 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:-0.189 Maternal Maternal Lab History: TSH-postPregnancy:0.189 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:1.000 Maternal Maternal Lab History: PATIENT-postPregnancy:-0.783 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.723 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.710 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:-0.621 Maternal Maternal Lab History: APTT-postPregnancy:0.585 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:-0.577 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:-0.536 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.527 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:-0.470 Lab:306854 PLATELET COUNT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Lab:306854 PLATELET COUNT - Sunrise:1.000 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.669 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.640 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.603 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.509 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.506 Maternal Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:-0.506 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.504 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.479 Diagnosis:9ccs238:Complic proc:0.413 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:1.000 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.956 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.923 Lab:306854 PLATELET COUNT - Sunrise:0.640 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.637 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.632 Maternal Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:-0.632 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.629 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.599 Diagnosis:9ccs238:Complic proc:0.517 Vital : 0.88586010865 MatDeliveryAge : 0.0113357898709 Number of Visits : 0.00847928312794 Census : 0.0495071890016 Newborn Diagnosis : 0.00346681896237 Diagnosis : 0.012007208052 Maternal Diagnosis : 0.0120972247561 Maternal Vital : 0.00409981892154 Maternal Maternal Lab History : 0.0110146749747 Maternal Maternal Diagnosis : 0.00141088010994 Maternal Maternal Procedure History : 0.000579750977419 Lab : 0.000141252595734 Time to run analysis 2:12:52.922318 Total Time elapsed 2:16:41.376220 ----------------------------------------------------- boys no_min full gradientboost regression Running batch 1 of 7 with 16 nodes Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.790, R^2 test: 0.277 Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.833, R^2 test: 0.274 Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.893, R^2 test: 0.285 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.972, Explained Variance Score Train: 0.778 AUC Validation: 0.832, Explained Variance Score Validation: 0.273 AUC Test: 0.720, Explained Variance Score Test: 0.188 Bootstrap CV 14, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.657, R^2 test: 0.312 Bootstrap CV 14, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.820, R^2 test: 0.321 Bootstrap CV 14, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.819, R^2 test: 0.295 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.966, Explained Variance Score Train: 0.703 AUC Validation: 0.794, Explained Variance Score Validation: 0.325 AUC Test: 0.755, Explained Variance Score Test: 0.260 Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.754, R^2 test: 0.171 Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.836, R^2 test: 0.183 Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.869, R^2 test: 0.171 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.986, Explained Variance Score Train: 0.801 AUC Validation: 0.673, Explained Variance Score Validation: 0.206 AUC Test: 0.730, Explained Variance Score Test: 0.249 Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.668, R^2 test: 0.207 Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.742, R^2 test: 0.225 Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.843, R^2 test: 0.271 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.955, Explained Variance Score Train: 0.707 AUC Validation: 0.776, Explained Variance Score Validation: 0.251 AUC Test: 0.750, Explained Variance Score Test: 0.248 Bootstrap CV 15, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.751, R^2 test: 0.135 Bootstrap CV 15, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.825, R^2 test: 0.133 Bootstrap CV 15, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.801, R^2 test: 0.122 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.960, Explained Variance Score Train: 0.718 AUC Validation: 0.704, Explained Variance Score Validation: 0.149 AUC Test: 0.723, Explained Variance Score Test: 0.253 Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.739, R^2 test: 0.239 Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.786, R^2 test: 0.264 Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.847, R^2 test: 0.253 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.981, Explained Variance Score Train: 0.776 AUC Validation: 0.760, Explained Variance Score Validation: 0.255 AUC Test: 0.743, Explained Variance Score Test: 0.265 Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.822, R^2 test: 0.187 Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.859, R^2 test: 0.202 Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.909, R^2 test: 0.139 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.986, Explained Variance Score Train: 0.865 AUC Validation: 0.791, Explained Variance Score Validation: 0.183 AUC Test: 0.742, Explained Variance Score Test: 0.259 Bootstrap CV 12, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.810, R^2 test: 0.136 Bootstrap CV 12, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.836, R^2 test: 0.115 Bootstrap CV 12, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.864, R^2 test: 0.135 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.987, Explained Variance Score Train: 0.883 AUC Validation: 0.767, Explained Variance Score Validation: 0.141 AUC Test: 0.734, Explained Variance Score Test: 0.261 Bootstrap CV 13, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.716, R^2 test: 0.224 Bootstrap CV 13, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.795, R^2 test: 0.276 Bootstrap CV 13, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.764, R^2 test: 0.264 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.966, Explained Variance Score Train: 0.800 AUC Validation: 0.819, Explained Variance Score Validation: 0.286 AUC Test: 0.748, Explained Variance Score Test: 0.253 Bootstrap CV 11, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.752, R^2 test: 0.339 Bootstrap CV 11, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.868, R^2 test: 0.354 Bootstrap CV 11, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.911, R^2 test: 0.389 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.989, Explained Variance Score Train: 0.898 AUC Validation: 0.800, Explained Variance Score Validation: 0.453 AUC Test: 0.763, Explained Variance Score Test: 0.266 Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.777, R^2 test: 0.213 Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.806, R^2 test: 0.199 Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.854, R^2 test: 0.192 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.989, Explained Variance Score Train: 0.829 AUC Validation: 0.763, Explained Variance Score Validation: 0.210 AUC Test: 0.734, Explained Variance Score Test: 0.228 Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.794, R^2 test: 0.220 Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.879, R^2 test: 0.211 Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.865, R^2 test: 0.155 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.984, Explained Variance Score Train: 0.879 AUC Validation: 0.732, Explained Variance Score Validation: 0.193 AUC Test: 0.766, Explained Variance Score Test: 0.261 Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.768, R^2 test: 0.205 Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.847, R^2 test: 0.233 Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.870, R^2 test: 0.237 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.980, Explained Variance Score Train: 0.875 AUC Validation: 0.731, Explained Variance Score Validation: 0.239 AUC Test: 0.739, Explained Variance Score Test: 0.250 Bootstrap CV 10, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.738, R^2 test: 0.307 Bootstrap CV 10, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.777, R^2 test: 0.308 Bootstrap CV 10, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.818, R^2 test: 0.272 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.977, Explained Variance Score Train: 0.835 AUC Validation: 0.808, Explained Variance Score Validation: 0.306 AUC Test: 0.718, Explained Variance Score Test: 0.213 Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.748, R^2 test: 0.156 Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.835, R^2 test: 0.127 Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.834, R^2 test: 0.157 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.972, Explained Variance Score Train: 0.837 AUC Validation: 0.691, Explained Variance Score Validation: 0.141 AUC Test: 0.711, Explained Variance Score Test: 0.215 Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.899, R^2 test: 0.203 Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.894, R^2 test: 0.203 Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.931, R^2 test: 0.187 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.980, Explained Variance Score Train: 0.953 AUC Validation: 0.740, Explained Variance Score Validation: 0.245 AUC Test: 0.738, Explained Variance Score Test: 0.267 Running batch 2 of 7 with 16 nodes Bootstrap CV 16, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.813, R^2 test: 0.133 Bootstrap CV 16, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.924, R^2 test: 0.170 Bootstrap CV 16, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.895, R^2 test: 0.162 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.823 AUC Validation: 0.697, Explained Variance Score Validation: 0.124 AUC Test: 0.760, Explained Variance Score Test: 0.229 Bootstrap CV 17, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.806, R^2 test: 0.213 Bootstrap CV 17, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.858, R^2 test: 0.241 Bootstrap CV 17, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.922, R^2 test: 0.261 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.854 AUC Validation: 0.786, Explained Variance Score Validation: 0.304 AUC Test: 0.704, Explained Variance Score Test: 0.229 Bootstrap CV 18, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.807, R^2 test: 0.029 Bootstrap CV 18, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.901, R^2 test: 0.044 Bootstrap CV 18, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.877, R^2 test: 0.058 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.987, Explained Variance Score Train: 0.837 AUC Validation: 0.629, Explained Variance Score Validation: 0.088 AUC Test: 0.741, Explained Variance Score Test: 0.254 Bootstrap CV 27, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.849, R^2 test: 0.072 Bootstrap CV 27, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.890, R^2 test: 0.032 Bootstrap CV 27, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.865, R^2 test: 0.012 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.984, Explained Variance Score Train: 0.831 AUC Validation: 0.719, Explained Variance Score Validation: 0.074 AUC Test: 0.726, Explained Variance Score Test: 0.210 Bootstrap CV 31, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.874, R^2 test: 0.180 Bootstrap CV 31, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.923, R^2 test: 0.157 Bootstrap CV 31, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.930, R^2 test: 0.139 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.955, Explained Variance Score Train: 0.836 AUC Validation: 0.767, Explained Variance Score Validation: 0.227 AUC Test: 0.722, Explained Variance Score Test: 0.220 Bootstrap CV 23, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.777, R^2 test: 0.278 Bootstrap CV 23, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.830, R^2 test: 0.264 Bootstrap CV 23, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.879, R^2 test: 0.167 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.979, Explained Variance Score Train: 0.816 AUC Validation: 0.770, Explained Variance Score Validation: 0.261 AUC Test: 0.766, Explained Variance Score Test: 0.211 Bootstrap CV 26, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.698, R^2 test: 0.200 Bootstrap CV 26, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.737, R^2 test: 0.235 Bootstrap CV 26, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.768, R^2 test: 0.173 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.728 AUC Validation: 0.800, Explained Variance Score Validation: 0.246 AUC Test: 0.737, Explained Variance Score Test: 0.224 Bootstrap CV 30, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.784, R^2 test: 0.135 Bootstrap CV 30, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.887, R^2 test: 0.166 Bootstrap CV 30, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.911, R^2 test: 0.166 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.966, Explained Variance Score Train: 0.861 AUC Validation: 0.757, Explained Variance Score Validation: 0.220 AUC Test: 0.775, Explained Variance Score Test: 0.279 Bootstrap CV 24, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.614, R^2 test: 0.317 Bootstrap CV 24, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.687, R^2 test: 0.322 Bootstrap CV 24, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.748, R^2 test: 0.308 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.969, Explained Variance Score Train: 0.718 AUC Validation: 0.812, Explained Variance Score Validation: 0.368 AUC Test: 0.717, Explained Variance Score Test: 0.239 Bootstrap CV 28, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.808, R^2 test: 0.075 Bootstrap CV 28, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.859, R^2 test: 0.003 Bootstrap CV 28, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.860, R^2 test: 0.062 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.983, Explained Variance Score Train: 0.854 AUC Validation: 0.683, Explained Variance Score Validation: 0.068 AUC Test: 0.768, Explained Variance Score Test: 0.281 Bootstrap CV 19, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.750, R^2 test: 0.153 Bootstrap CV 19, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.903, R^2 test: 0.139 Bootstrap CV 19, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.844, R^2 test: 0.166 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.960, Explained Variance Score Train: 0.772 AUC Validation: 0.715, Explained Variance Score Validation: 0.202 AUC Test: 0.739, Explained Variance Score Test: 0.243 Bootstrap CV 25, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.693, R^2 test: 0.191 Bootstrap CV 25, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.758, R^2 test: 0.254 Bootstrap CV 25, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.744, R^2 test: 0.221 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.967, Explained Variance Score Train: 0.752 AUC Validation: 0.720, Explained Variance Score Validation: 0.255 AUC Test: 0.739, Explained Variance Score Test: 0.281 Bootstrap CV 29, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.716, R^2 test: 0.240 Bootstrap CV 29, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.756, R^2 test: 0.224 Bootstrap CV 29, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.775, R^2 test: 0.266 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.974, Explained Variance Score Train: 0.812 AUC Validation: 0.793, Explained Variance Score Validation: 0.298 AUC Test: 0.712, Explained Variance Score Test: 0.222 Bootstrap CV 20, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.875, R^2 test: 0.185 Bootstrap CV 20, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.842, R^2 test: 0.225 Bootstrap CV 20, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.887, R^2 test: 0.236 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.963, Explained Variance Score Train: 0.876 AUC Validation: 0.798, Explained Variance Score Validation: 0.246 AUC Test: 0.718, Explained Variance Score Test: 0.207 Bootstrap CV 22, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.789, R^2 test: 0.048 Bootstrap CV 22, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.844, R^2 test: 0.062 Bootstrap CV 22, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.900, R^2 test: 0.066 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.999, Explained Variance Score Train: 0.892 AUC Validation: 0.686, Explained Variance Score Validation: 0.144 AUC Test: 0.776, Explained Variance Score Test: 0.261 Bootstrap CV 21, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.791, R^2 test: 0.248 Bootstrap CV 21, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.809, R^2 test: 0.250 Bootstrap CV 21, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.904, R^2 test: 0.193 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.992, Explained Variance Score Train: 0.876 AUC Validation: 0.717, Explained Variance Score Validation: 0.202 AUC Test: 0.750, Explained Variance Score Test: 0.241 Running batch 3 of 7 with 16 nodes Bootstrap CV 44, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.679, R^2 test: 0.180 Bootstrap CV 44, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.751, R^2 test: 0.196 Bootstrap CV 44, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.796, R^2 test: 0.186 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.987, Explained Variance Score Train: 0.699 AUC Validation: 0.766, Explained Variance Score Validation: 0.233 AUC Test: 0.742, Explained Variance Score Test: 0.247 Bootstrap CV 39, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.798, R^2 test: 0.173 Bootstrap CV 39, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.887, R^2 test: 0.185 Bootstrap CV 39, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.927, R^2 test: 0.190 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.970, Explained Variance Score Train: 0.881 AUC Validation: 0.705, Explained Variance Score Validation: 0.176 AUC Test: 0.731, Explained Variance Score Test: 0.217 Bootstrap CV 36, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.716, R^2 test: 0.159 Bootstrap CV 36, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.796, R^2 test: 0.152 Bootstrap CV 36, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.849, R^2 test: 0.118 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.976, Explained Variance Score Train: 0.758 AUC Validation: 0.705, Explained Variance Score Validation: 0.157 AUC Test: 0.729, Explained Variance Score Test: 0.210 Bootstrap CV 37, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.730, R^2 test: 0.286 Bootstrap CV 37, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.855, R^2 test: 0.255 Bootstrap CV 37, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.836, R^2 test: 0.249 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.960, Explained Variance Score Train: 0.746 AUC Validation: 0.761, Explained Variance Score Validation: 0.285 AUC Test: 0.739, Explained Variance Score Test: 0.270 Bootstrap CV 43, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.696, R^2 test: 0.253 Bootstrap CV 43, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.743, R^2 test: 0.239 Bootstrap CV 43, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.808, R^2 test: 0.235 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.967, Explained Variance Score Train: 0.745 AUC Validation: 0.695, Explained Variance Score Validation: 0.242 AUC Test: 0.768, Explained Variance Score Test: 0.242 Bootstrap CV 38, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.763, R^2 test: 0.209 Bootstrap CV 38, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.788, R^2 test: 0.203 Bootstrap CV 38, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.800, R^2 test: 0.261 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.951, Explained Variance Score Train: 0.696 AUC Validation: 0.723, Explained Variance Score Validation: 0.260 AUC Test: 0.744, Explained Variance Score Test: 0.222 Bootstrap CV 41, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.746, R^2 test: 0.107 Bootstrap CV 41, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.791, R^2 test: 0.130 Bootstrap CV 41, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.861, R^2 test: 0.151 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.964, Explained Variance Score Train: 0.792 AUC Validation: 0.744, Explained Variance Score Validation: 0.205 AUC Test: 0.724, Explained Variance Score Test: 0.241 Bootstrap CV 34, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.827, R^2 test: 0.196 Bootstrap CV 34, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.836, R^2 test: 0.105 Bootstrap CV 34, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.870, R^2 test: 0.132 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.816 AUC Validation: 0.642, Explained Variance Score Validation: 0.144 AUC Test: 0.769, Explained Variance Score Test: 0.264 Bootstrap CV 32, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.684, R^2 test: 0.088 Bootstrap CV 32, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.804, R^2 test: 0.166 Bootstrap CV 32, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.828, R^2 test: 0.165 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.990, Explained Variance Score Train: 0.812 AUC Validation: 0.759, Explained Variance Score Validation: 0.133 AUC Test: 0.736, Explained Variance Score Test: 0.230 Bootstrap CV 33, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.904, R^2 test: 0.110 Bootstrap CV 33, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.936, R^2 test: 0.144 Bootstrap CV 33, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.957, R^2 test: 0.138 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.985, Explained Variance Score Train: 0.945 AUC Validation: 0.742, Explained Variance Score Validation: 0.202 AUC Test: 0.690, Explained Variance Score Test: 0.214 Bootstrap CV 35, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.760, R^2 test: 0.077 Bootstrap CV 35, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.775, R^2 test: 0.083 Bootstrap CV 35, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.865, R^2 test: 0.042 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.784 AUC Validation: 0.635, Explained Variance Score Validation: 0.086 AUC Test: 0.747, Explained Variance Score Test: 0.237 Bootstrap CV 40, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.723, R^2 test: 0.161 Bootstrap CV 40, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.779, R^2 test: 0.178 Bootstrap CV 40, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.774, R^2 test: 0.154 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.780 AUC Validation: 0.679, Explained Variance Score Validation: 0.151 AUC Test: 0.761, Explained Variance Score Test: 0.249 Bootstrap CV 47, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.753, R^2 test: 0.146 Bootstrap CV 47, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.804, R^2 test: 0.154 Bootstrap CV 47, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.822, R^2 test: 0.136 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.974, Explained Variance Score Train: 0.837 AUC Validation: 0.717, Explained Variance Score Validation: 0.177 AUC Test: 0.765, Explained Variance Score Test: 0.293 Bootstrap CV 42, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.599, R^2 test: 0.140 Bootstrap CV 42, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.633, R^2 test: 0.138 Bootstrap CV 42, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.664, R^2 test: 0.123 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.984, Explained Variance Score Train: 0.686 AUC Validation: 0.713, Explained Variance Score Validation: 0.149 AUC Test: 0.751, Explained Variance Score Test: 0.261 Bootstrap CV 45, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.625, R^2 test: 0.024 Bootstrap CV 45, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.701, R^2 test: 0.055 Bootstrap CV 45, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.704, R^2 test: 0.079 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.974, Explained Variance Score Train: 0.749 AUC Validation: 0.563, Explained Variance Score Validation: 0.066 AUC Test: 0.757, Explained Variance Score Test: 0.264 Bootstrap CV 46, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.642, R^2 test: 0.288 Bootstrap CV 46, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.755, R^2 test: 0.285 Bootstrap CV 46, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.794, R^2 test: 0.312 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.981, Explained Variance Score Train: 0.864 AUC Validation: 0.827, Explained Variance Score Validation: 0.273 AUC Test: 0.753, Explained Variance Score Test: 0.232 Running batch 4 of 7 with 16 nodes Bootstrap CV 54, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.850, R^2 test: 0.276 Bootstrap CV 54, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.841, R^2 test: 0.259 Bootstrap CV 54, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.905, R^2 test: 0.309 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.992, Explained Variance Score Train: 0.836 AUC Validation: 0.776, Explained Variance Score Validation: 0.308 AUC Test: 0.772, Explained Variance Score Test: 0.300 Bootstrap CV 51, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.851, R^2 test: -0.010 Bootstrap CV 51, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.887, R^2 test: -0.004 Bootstrap CV 51, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.937, R^2 test: -0.027 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.984, Explained Variance Score Train: 0.838 AUC Validation: 0.636, Explained Variance Score Validation: 0.052 AUC Test: 0.745, Explained Variance Score Test: 0.299 Bootstrap CV 52, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.762, R^2 test: 0.322 Bootstrap CV 52, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.834, R^2 test: 0.291 Bootstrap CV 52, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.883, R^2 test: 0.200 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.986, Explained Variance Score Train: 0.730 AUC Validation: 0.759, Explained Variance Score Validation: 0.287 AUC Test: 0.746, Explained Variance Score Test: 0.281 Bootstrap CV 62, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.718, R^2 test: 0.160 Bootstrap CV 62, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.849, R^2 test: 0.185 Bootstrap CV 62, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.860, R^2 test: 0.185 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.987, Explained Variance Score Train: 0.775 AUC Validation: 0.753, Explained Variance Score Validation: 0.197 AUC Test: 0.746, Explained Variance Score Test: 0.268 Bootstrap CV 58, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.811, R^2 test: 0.151 Bootstrap CV 58, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.846, R^2 test: 0.134 Bootstrap CV 58, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.872, R^2 test: 0.128 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.978, Explained Variance Score Train: 0.790 AUC Validation: 0.683, Explained Variance Score Validation: 0.210 AUC Test: 0.750, Explained Variance Score Test: 0.285 Bootstrap CV 59, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.754, R^2 test: 0.254 Bootstrap CV 59, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.781, R^2 test: 0.176 Bootstrap CV 59, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.862, R^2 test: 0.219 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.968, Explained Variance Score Train: 0.711 AUC Validation: 0.744, Explained Variance Score Validation: 0.284 AUC Test: 0.757, Explained Variance Score Test: 0.256 Bootstrap CV 56, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.874, R^2 test: 0.036 Bootstrap CV 56, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.922, R^2 test: 0.042 Bootstrap CV 56, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.945, R^2 test: 0.015 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.984, Explained Variance Score Train: 0.882 AUC Validation: 0.706, Explained Variance Score Validation: 0.091 AUC Test: 0.741, Explained Variance Score Test: 0.216 Bootstrap CV 49, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.744, R^2 test: 0.141 Bootstrap CV 49, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.805, R^2 test: 0.148 Bootstrap CV 49, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.847, R^2 test: 0.135 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.993, Explained Variance Score Train: 0.819 AUC Validation: 0.677, Explained Variance Score Validation: 0.132 AUC Test: 0.746, Explained Variance Score Test: 0.251 Bootstrap CV 48, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.885, R^2 test: 0.107 Bootstrap CV 48, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.926, R^2 test: 0.120 Bootstrap CV 48, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.939, R^2 test: 0.122 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.991, Explained Variance Score Train: 0.912 AUC Validation: 0.715, Explained Variance Score Validation: 0.166 AUC Test: 0.752, Explained Variance Score Test: 0.262 Bootstrap CV 61, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.683, R^2 test: 0.278 Bootstrap CV 61, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.739, R^2 test: 0.287 Bootstrap CV 61, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.805, R^2 test: 0.314 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.974, Explained Variance Score Train: 0.784 AUC Validation: 0.820, Explained Variance Score Validation: 0.338 AUC Test: 0.759, Explained Variance Score Test: 0.285 Bootstrap CV 55, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.715, R^2 test: 0.182 Bootstrap CV 55, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.768, R^2 test: 0.181 Bootstrap CV 55, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.796, R^2 test: 0.141 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.982, Explained Variance Score Train: 0.798 AUC Validation: 0.739, Explained Variance Score Validation: 0.101 AUC Test: 0.776, Explained Variance Score Test: 0.268 Bootstrap CV 63, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.708, R^2 test: 0.136 Bootstrap CV 63, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.789, R^2 test: 0.172 Bootstrap CV 63, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.841, R^2 test: 0.185 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.962, Explained Variance Score Train: 0.822 AUC Validation: 0.700, Explained Variance Score Validation: 0.195 AUC Test: 0.743, Explained Variance Score Test: 0.262 Bootstrap CV 50, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.859, R^2 test: 0.120 Bootstrap CV 50, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.881, R^2 test: 0.113 Bootstrap CV 50, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.903, R^2 test: 0.110 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.984, Explained Variance Score Train: 0.890 AUC Validation: 0.767, Explained Variance Score Validation: 0.159 AUC Test: 0.763, Explained Variance Score Test: 0.267 Bootstrap CV 53, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.685, R^2 test: 0.104 Bootstrap CV 53, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.721, R^2 test: 0.068 Bootstrap CV 53, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.774, R^2 test: 0.117 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.990, Explained Variance Score Train: 0.807 AUC Validation: 0.611, Explained Variance Score Validation: 0.148 AUC Test: 0.748, Explained Variance Score Test: 0.250 Bootstrap CV 60, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.852, R^2 test: 0.249 Bootstrap CV 60, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.901, R^2 test: 0.252 Bootstrap CV 60, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.894, R^2 test: 0.271 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.990, Explained Variance Score Train: 0.902 AUC Validation: 0.774, Explained Variance Score Validation: 0.280 AUC Test: 0.766, Explained Variance Score Test: 0.295 Bootstrap CV 57, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.853, R^2 test: 0.272 Bootstrap CV 57, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.874, R^2 test: 0.282 Bootstrap CV 57, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.902, R^2 test: 0.289 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.976, Explained Variance Score Train: 0.915 AUC Validation: 0.745, Explained Variance Score Validation: 0.359 AUC Test: 0.745, Explained Variance Score Test: 0.279 Running batch 5 of 7 with 16 nodes Bootstrap CV 64, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.763, R^2 test: 0.183 Bootstrap CV 64, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.824, R^2 test: 0.175 Bootstrap CV 64, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.848, R^2 test: 0.182 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.992, Explained Variance Score Train: 0.781 AUC Validation: 0.763, Explained Variance Score Validation: 0.206 AUC Test: 0.726, Explained Variance Score Test: 0.251 Bootstrap CV 67, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.685, R^2 test: 0.094 Bootstrap CV 67, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.766, R^2 test: 0.085 Bootstrap CV 67, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.797, R^2 test: 0.069 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.984, Explained Variance Score Train: 0.754 AUC Validation: 0.687, Explained Variance Score Validation: 0.092 AUC Test: 0.728, Explained Variance Score Test: 0.259 Bootstrap CV 66, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.695, R^2 test: 0.095 Bootstrap CV 66, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.755, R^2 test: 0.082 Bootstrap CV 66, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.757, R^2 test: 0.131 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.958, Explained Variance Score Train: 0.687 AUC Validation: 0.723, Explained Variance Score Validation: 0.125 AUC Test: 0.727, Explained Variance Score Test: 0.254 Bootstrap CV 75, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.695, R^2 test: 0.296 Bootstrap CV 75, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.746, R^2 test: 0.253 Bootstrap CV 75, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.779, R^2 test: 0.288 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.983, Explained Variance Score Train: 0.797 AUC Validation: 0.775, Explained Variance Score Validation: 0.287 AUC Test: 0.760, Explained Variance Score Test: 0.243 Bootstrap CV 76, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.734, R^2 test: 0.202 Bootstrap CV 76, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.773, R^2 test: 0.148 Bootstrap CV 76, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.859, R^2 test: 0.195 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.991, Explained Variance Score Train: 0.749 AUC Validation: 0.754, Explained Variance Score Validation: 0.217 AUC Test: 0.739, Explained Variance Score Test: 0.205 Bootstrap CV 74, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.664, R^2 test: 0.241 Bootstrap CV 74, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.722, R^2 test: 0.238 Bootstrap CV 74, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.716, R^2 test: 0.238 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.977, Explained Variance Score Train: 0.657 AUC Validation: 0.679, Explained Variance Score Validation: 0.257 AUC Test: 0.741, Explained Variance Score Test: 0.251 Bootstrap CV 73, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.669, R^2 test: 0.163 Bootstrap CV 73, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.730, R^2 test: 0.171 Bootstrap CV 73, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.769, R^2 test: 0.191 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.957, Explained Variance Score Train: 0.683 AUC Validation: 0.712, Explained Variance Score Validation: 0.202 AUC Test: 0.751, Explained Variance Score Test: 0.247 Bootstrap CV 79, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.822, R^2 test: 0.240 Bootstrap CV 79, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.875, R^2 test: 0.276 Bootstrap CV 79, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.913, R^2 test: 0.258 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.978, Explained Variance Score Train: 0.807 AUC Validation: 0.731, Explained Variance Score Validation: 0.235 AUC Test: 0.763, Explained Variance Score Test: 0.281 Bootstrap CV 69, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.728, R^2 test: 0.150 Bootstrap CV 69, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.715, R^2 test: 0.170 Bootstrap CV 69, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.819, R^2 test: 0.158 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.993, Explained Variance Score Train: 0.776 AUC Validation: 0.630, Explained Variance Score Validation: 0.166 AUC Test: 0.750, Explained Variance Score Test: 0.255 Bootstrap CV 68, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.771, R^2 test: 0.334 Bootstrap CV 68, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.841, R^2 test: 0.355 Bootstrap CV 68, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.893, R^2 test: 0.325 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.976, Explained Variance Score Train: 0.814 AUC Validation: 0.747, Explained Variance Score Validation: 0.293 AUC Test: 0.739, Explained Variance Score Test: 0.249 Bootstrap CV 78, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.770, R^2 test: 0.241 Bootstrap CV 78, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.827, R^2 test: 0.251 Bootstrap CV 78, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.839, R^2 test: 0.238 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.990, Explained Variance Score Train: 0.859 AUC Validation: 0.764, Explained Variance Score Validation: 0.288 AUC Test: 0.752, Explained Variance Score Test: 0.268 Bootstrap CV 70, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.786, R^2 test: 0.136 Bootstrap CV 70, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.868, R^2 test: 0.130 Bootstrap CV 70, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.860, R^2 test: 0.143 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.980, Explained Variance Score Train: 0.891 AUC Validation: 0.735, Explained Variance Score Validation: 0.197 AUC Test: 0.720, Explained Variance Score Test: 0.239 Bootstrap CV 71, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.804, R^2 test: 0.420 Bootstrap CV 71, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.822, R^2 test: 0.410 Bootstrap CV 71, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.869, R^2 test: 0.396 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.994, Explained Variance Score Train: 0.880 AUC Validation: 0.853, Explained Variance Score Validation: 0.440 AUC Test: 0.727, Explained Variance Score Test: 0.261 Bootstrap CV 65, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.739, R^2 test: 0.152 Bootstrap CV 65, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.751, R^2 test: 0.169 Bootstrap CV 65, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.796, R^2 test: 0.157 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.994, Explained Variance Score Train: 0.844 AUC Validation: 0.688, Explained Variance Score Validation: 0.174 AUC Test: 0.791, Explained Variance Score Test: 0.300 Bootstrap CV 72, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.727, R^2 test: 0.164 Bootstrap CV 72, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.813, R^2 test: 0.132 Bootstrap CV 72, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.790, R^2 test: 0.128 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.990, Explained Variance Score Train: 0.823 AUC Validation: 0.659, Explained Variance Score Validation: 0.095 AUC Test: 0.748, Explained Variance Score Test: 0.260 Bootstrap CV 77, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.683, R^2 test: 0.066 Bootstrap CV 77, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.704, R^2 test: 0.059 Bootstrap CV 77, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.775, R^2 test: 0.051 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.983, Explained Variance Score Train: 0.777 AUC Validation: 0.675, Explained Variance Score Validation: 0.072 AUC Test: 0.715, Explained Variance Score Test: 0.238 Running batch 6 of 7 with 16 nodes Bootstrap CV 81, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.832, R^2 test: 0.388 Bootstrap CV 81, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.768, R^2 test: 0.389 Bootstrap CV 81, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.830, R^2 test: 0.397 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.979, Explained Variance Score Train: 0.797 AUC Validation: 0.873, Explained Variance Score Validation: 0.420 AUC Test: 0.743, Explained Variance Score Test: 0.268 Bootstrap CV 85, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.766, R^2 test: 0.073 Bootstrap CV 85, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.907, R^2 test: -0.012 Bootstrap CV 85, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.920, R^2 test: -0.024 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.954, Explained Variance Score Train: 0.754 AUC Validation: 0.694, Explained Variance Score Validation: 0.078 AUC Test: 0.756, Explained Variance Score Test: 0.273 Bootstrap CV 83, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.782, R^2 test: 0.195 Bootstrap CV 83, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.851, R^2 test: 0.229 Bootstrap CV 83, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.911, R^2 test: 0.235 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.980, Explained Variance Score Train: 0.869 AUC Validation: 0.759, Explained Variance Score Validation: 0.232 AUC Test: 0.787, Explained Variance Score Test: 0.290 Bootstrap CV 90, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.786, R^2 test: 0.296 Bootstrap CV 90, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.845, R^2 test: 0.280 Bootstrap CV 90, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.888, R^2 test: 0.340 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.820 AUC Validation: 0.848, Explained Variance Score Validation: 0.279 AUC Test: 0.774, Explained Variance Score Test: 0.281 Bootstrap CV 80, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.740, R^2 test: 0.036 Bootstrap CV 80, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.783, R^2 test: 0.018 Bootstrap CV 80, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.788, R^2 test: -0.020 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.973, Explained Variance Score Train: 0.616 AUC Validation: 0.664, Explained Variance Score Validation: 0.085 AUC Test: 0.706, Explained Variance Score Test: 0.181 Bootstrap CV 95, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.834, R^2 test: 0.153 Bootstrap CV 95, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.866, R^2 test: 0.140 Bootstrap CV 95, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.865, R^2 test: 0.151 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.984, Explained Variance Score Train: 0.824 AUC Validation: 0.701, Explained Variance Score Validation: 0.169 AUC Test: 0.747, Explained Variance Score Test: 0.289 Bootstrap CV 91, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.707, R^2 test: 0.082 Bootstrap CV 91, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.745, R^2 test: 0.102 Bootstrap CV 91, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.776, R^2 test: 0.075 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.987, Explained Variance Score Train: 0.755 AUC Validation: 0.621, Explained Variance Score Validation: 0.130 AUC Test: 0.726, Explained Variance Score Test: 0.270 Bootstrap CV 89, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.823, R^2 test: 0.156 Bootstrap CV 89, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.878, R^2 test: 0.162 Bootstrap CV 89, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.886, R^2 test: 0.129 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.989, Explained Variance Score Train: 0.892 AUC Validation: 0.732, Explained Variance Score Validation: 0.189 AUC Test: 0.726, Explained Variance Score Test: 0.251 Bootstrap CV 88, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.691, R^2 test: 0.250 Bootstrap CV 88, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.762, R^2 test: 0.290 Bootstrap CV 88, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.758, R^2 test: 0.281 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.986, Explained Variance Score Train: 0.726 AUC Validation: 0.699, Explained Variance Score Validation: 0.255 AUC Test: 0.779, Explained Variance Score Test: 0.281 Bootstrap CV 94, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.726, R^2 test: 0.239 Bootstrap CV 94, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.824, R^2 test: 0.278 Bootstrap CV 94, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.876, R^2 test: 0.279 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.999, Explained Variance Score Train: 0.859 AUC Validation: 0.805, Explained Variance Score Validation: 0.232 AUC Test: 0.761, Explained Variance Score Test: 0.260 Bootstrap CV 86, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.869, R^2 test: 0.173 Bootstrap CV 86, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.871, R^2 test: 0.167 Bootstrap CV 86, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.920, R^2 test: 0.188 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.989, Explained Variance Score Train: 0.889 AUC Validation: 0.648, Explained Variance Score Validation: 0.167 AUC Test: 0.745, Explained Variance Score Test: 0.216 Bootstrap CV 87, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.761, R^2 test: 0.326 Bootstrap CV 87, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.823, R^2 test: 0.291 Bootstrap CV 87, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.795, R^2 test: 0.333 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.983, Explained Variance Score Train: 0.812 AUC Validation: 0.751, Explained Variance Score Validation: 0.359 AUC Test: 0.773, Explained Variance Score Test: 0.301 Bootstrap CV 84, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.812, R^2 test: 0.144 Bootstrap CV 84, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.806, R^2 test: 0.171 Bootstrap CV 84, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.880, R^2 test: 0.171 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.979, Explained Variance Score Train: 0.850 AUC Validation: 0.723, Explained Variance Score Validation: 0.166 AUC Test: 0.730, Explained Variance Score Test: 0.223 Bootstrap CV 92, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.709, R^2 test: 0.244 Bootstrap CV 92, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.760, R^2 test: 0.250 Bootstrap CV 92, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.817, R^2 test: 0.214 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.970, Explained Variance Score Train: 0.847 AUC Validation: 0.812, Explained Variance Score Validation: 0.321 AUC Test: 0.745, Explained Variance Score Test: 0.246 Bootstrap CV 82, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.841, R^2 test: 0.255 Bootstrap CV 82, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.939, R^2 test: 0.221 Bootstrap CV 82, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.948, R^2 test: 0.252 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.996, Explained Variance Score Train: 0.931 AUC Validation: 0.740, Explained Variance Score Validation: 0.227 AUC Test: 0.740, Explained Variance Score Test: 0.257 Bootstrap CV 93, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.778, R^2 test: 0.077 Bootstrap CV 93, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.811, R^2 test: 0.084 Bootstrap CV 93, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.899, R^2 test: 0.128 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.987, Explained Variance Score Train: 0.910 AUC Validation: 0.707, Explained Variance Score Validation: 0.109 AUC Test: 0.740, Explained Variance Score Test: 0.237 Running batch 7 of 7 with 4 nodes Bootstrap CV 99, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.874, R^2 test: 0.291 Bootstrap CV 99, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.896, R^2 test: 0.316 Bootstrap CV 99, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.965, R^2 test: 0.301 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.994, Explained Variance Score Train: 0.879 AUC Validation: 0.798, Explained Variance Score Validation: 0.303 AUC Test: 0.693, Explained Variance Score Test: 0.196 Bootstrap CV 96, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.735, R^2 test: 0.259 Bootstrap CV 96, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.751, R^2 test: 0.239 Bootstrap CV 96, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.825, R^2 test: 0.256 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.980, Explained Variance Score Train: 0.684 AUC Validation: 0.757, Explained Variance Score Validation: 0.267 AUC Test: 0.730, Explained Variance Score Test: 0.229 Bootstrap CV 97, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.863, R^2 test: 0.310 Bootstrap CV 97, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.905, R^2 test: 0.286 Bootstrap CV 97, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.916, R^2 test: 0.305 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.989, Explained Variance Score Train: 0.904 AUC Validation: 0.753, Explained Variance Score Validation: 0.282 AUC Test: 0.697, Explained Variance Score Test: 0.239 Bootstrap CV 98, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.823, R^2 test: 0.161 Bootstrap CV 98, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.846, R^2 test: 0.164 Bootstrap CV 98, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.876, R^2 test: 0.165 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.968, Explained Variance Score Train: 0.850 AUC Validation: 0.648, Explained Variance Score Validation: 0.167 AUC Test: 0.748, Explained Variance Score Test: 0.297 total Variables 19290 and total subjects: 1751 ->AUC validation: 0.733 95% CI: [0.722 , 0.744] ->AUC test: 0.743 95% CI: [0.740 , 0.747] ->R^2 validation: 0.212 95% CI: [0.195 , 0.229] ->R^2 test: 0.251 95% CI: [0.246 , 0.256] ->Explained Variance validation: 0.195 95% CI: [0.178 , 0.212] ->Explained Variance test: 0.240 95% CI: [0.235 , 0.246] Test set metrics: @threshold:1.767, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:1.514, sens:0.048, spec:1.000, ppv:1.000, acc:0.774, f1:0.092, mcc:0.000, total+:4, total-:346 @threshold:1.476, sens:0.060, spec:1.000, ppv:1.000, acc:0.777, f1:0.114, mcc:0.000, total+:5, total-:345 @threshold:1.249, sens:0.096, spec:0.996, ppv:0.889, acc:0.783, f1:0.174, mcc:0.282, total+:9, total-:341 @threshold:1.181, sens:0.108, spec:0.989, ppv:0.750, acc:0.780, f1:0.189, mcc:0.086, total+:12, total-:338 @threshold:1.022, sens:0.120, spec:0.985, ppv:0.714, acc:0.780, f1:0.206, mcc:0.065, total+:14, total-:336 @threshold:0.873, sens:0.133, spec:0.974, ppv:0.611, acc:0.774, f1:0.218, mcc:0.033, total+:18, total-:332 @threshold:0.863, sens:0.133, spec:0.970, ppv:0.579, acc:0.771, f1:0.216, mcc:0.028, total+:19, total-:331 @threshold:0.849, sens:0.145, spec:0.970, ppv:0.600, acc:0.774, f1:0.233, mcc:0.030, total+:20, total-:330 @threshold:0.616, sens:0.217, spec:0.966, ppv:0.667, acc:0.789, f1:0.327, mcc:0.037, total+:27, total-:323 @threshold:0.610, sens:0.229, spec:0.966, ppv:0.679, acc:0.791, f1:0.342, mcc:0.039, total+:28, total-:322 @threshold:0.595, sens:0.241, spec:0.963, ppv:0.667, acc:0.791, f1:0.354, mcc:0.035, total+:30, total-:320 @threshold:0.545, sens:0.253, spec:0.951, ppv:0.618, acc:0.786, f1:0.359, mcc:0.026, total+:34, total-:316 @threshold:0.536, sens:0.277, spec:0.948, ppv:0.622, acc:0.789, f1:0.383, mcc:0.025, total+:37, total-:313 @threshold:0.526, sens:0.289, spec:0.944, ppv:0.615, acc:0.789, f1:0.393, mcc:0.024, total+:39, total-:311 @threshold:0.515, sens:0.289, spec:0.940, ppv:0.600, acc:0.786, f1:0.390, mcc:0.022, total+:40, total-:310 @threshold:0.505, sens:0.301, spec:0.933, ppv:0.581, acc:0.783, f1:0.397, mcc:0.019, total+:43, total-:307 @threshold:0.483, sens:0.325, spec:0.929, ppv:0.587, acc:0.786, f1:0.419, mcc:0.019, total+:46, total-:304 @threshold:0.434, sens:0.337, spec:0.903, ppv:0.519, acc:0.769, f1:0.409, mcc:0.013, total+:54, total-:296 @threshold:0.421, sens:0.337, spec:0.899, ppv:0.509, acc:0.766, f1:0.406, mcc:0.012, total+:55, total-:295 @threshold:0.410, sens:0.349, spec:0.895, ppv:0.509, acc:0.766, f1:0.414, mcc:0.012, total+:57, total-:293 @threshold:0.404, sens:0.373, spec:0.891, ppv:0.517, acc:0.769, f1:0.434, mcc:0.012, total+:60, total-:290 @threshold:0.355, sens:0.386, spec:0.880, ppv:0.500, acc:0.763, f1:0.435, mcc:0.011, total+:64, total-:286 @threshold:0.350, sens:0.386, spec:0.876, ppv:0.492, acc:0.760, f1:0.432, mcc:0.010, total+:65, total-:285 @threshold:0.327, sens:0.398, spec:0.876, ppv:0.500, acc:0.763, f1:0.443, mcc:0.011, total+:66, total-:284 @threshold:0.307, sens:0.410, spec:0.873, ppv:0.500, acc:0.763, f1:0.450, mcc:0.011, total+:68, total-:282 @threshold:0.301, sens:0.422, spec:0.869, ppv:0.500, acc:0.763, f1:0.458, mcc:0.010, total+:70, total-:280 @threshold:0.300, sens:0.422, spec:0.865, ppv:0.493, acc:0.760, f1:0.455, mcc:0.010, total+:71, total-:279 @threshold:0.281, sens:0.434, spec:0.858, ppv:0.486, acc:0.757, f1:0.459, mcc:0.009, total+:74, total-:276 @threshold:0.276, sens:0.434, spec:0.854, ppv:0.480, acc:0.754, f1:0.456, mcc:0.009, total+:75, total-:275 @threshold:0.236, sens:0.446, spec:0.828, ppv:0.446, acc:0.737, f1:0.446, mcc:0.007, total+:83, total-:267 @threshold:0.234, sens:0.446, spec:0.824, ppv:0.440, acc:0.734, f1:0.443, mcc:0.007, total+:84, total-:266 @threshold:0.229, sens:0.458, spec:0.816, ppv:0.437, acc:0.731, f1:0.447, mcc:0.007, total+:87, total-:263 @threshold:0.226, sens:0.458, spec:0.813, ppv:0.432, acc:0.729, f1:0.444, mcc:0.006, total+:88, total-:262 @threshold:0.225, sens:0.470, spec:0.809, ppv:0.433, acc:0.729, f1:0.451, mcc:0.006, total+:90, total-:260 @threshold:0.220, sens:0.470, spec:0.805, ppv:0.429, acc:0.726, f1:0.448, mcc:0.006, total+:91, total-:259 @threshold:0.180, sens:0.482, spec:0.783, ppv:0.408, acc:0.711, f1:0.442, mcc:0.005, total+:98, total-:252 @threshold:0.180, sens:0.482, spec:0.779, ppv:0.404, acc:0.709, f1:0.440, mcc:0.005, total+:99, total-:251 @threshold:0.158, sens:0.494, spec:0.753, ppv:0.383, acc:0.691, f1:0.432, mcc:0.004, total+:107, total-:243 @threshold:0.154, sens:0.494, spec:0.749, ppv:0.380, acc:0.689, f1:0.429, mcc:0.004, total+:108, total-:242 @threshold:0.144, sens:0.506, spec:0.749, ppv:0.385, acc:0.691, f1:0.438, mcc:0.004, total+:109, total-:241 @threshold:0.129, sens:0.518, spec:0.745, ppv:0.387, acc:0.691, f1:0.443, mcc:0.004, total+:111, total-:239 @threshold:0.128, sens:0.530, spec:0.745, ppv:0.393, acc:0.694, f1:0.451, mcc:0.005, total+:112, total-:238 @threshold:0.128, sens:0.530, spec:0.742, ppv:0.389, acc:0.691, f1:0.449, mcc:0.005, total+:113, total-:237 @threshold:0.096, sens:0.542, spec:0.727, ppv:0.381, acc:0.683, f1:0.448, mcc:0.004, total+:118, total-:232 @threshold:0.091, sens:0.542, spec:0.723, ppv:0.378, acc:0.680, f1:0.446, mcc:0.004, total+:119, total-:231 @threshold:0.089, sens:0.554, spec:0.723, ppv:0.383, acc:0.683, f1:0.453, mcc:0.004, total+:120, total-:230 @threshold:0.088, sens:0.554, spec:0.719, ppv:0.380, acc:0.680, f1:0.451, mcc:0.004, total+:121, total-:229 @threshold:0.068, sens:0.566, spec:0.712, ppv:0.379, acc:0.677, f1:0.454, mcc:0.004, total+:124, total-:226 @threshold:0.067, sens:0.566, spec:0.708, ppv:0.376, acc:0.674, f1:0.452, mcc:0.004, total+:125, total-:225 @threshold:0.061, sens:0.578, spec:0.700, ppv:0.375, acc:0.671, f1:0.455, mcc:0.004, total+:128, total-:222 @threshold:0.055, sens:0.578, spec:0.697, ppv:0.372, acc:0.669, f1:0.453, mcc:0.004, total+:129, total-:221 @threshold:0.053, sens:0.590, spec:0.697, ppv:0.377, acc:0.671, f1:0.460, mcc:0.004, total+:130, total-:220 @threshold:0.052, sens:0.590, spec:0.693, ppv:0.374, acc:0.669, f1:0.458, mcc:0.004, total+:131, total-:219 @threshold:0.046, sens:0.602, spec:0.682, ppv:0.370, acc:0.663, f1:0.459, mcc:0.004, total+:135, total-:215 @threshold:0.043, sens:0.602, spec:0.678, ppv:0.368, acc:0.660, f1:0.457, mcc:0.004, total+:136, total-:214 @threshold:0.036, sens:0.614, spec:0.678, ppv:0.372, acc:0.663, f1:0.464, mcc:0.004, total+:137, total-:213 @threshold:0.032, sens:0.627, spec:0.674, ppv:0.374, acc:0.663, f1:0.468, mcc:0.004, total+:139, total-:211 @threshold:0.026, sens:0.639, spec:0.667, ppv:0.373, acc:0.660, f1:0.471, mcc:0.004, total+:142, total-:208 @threshold:-0.001, sens:0.675, spec:0.663, ppv:0.384, acc:0.666, f1:0.489, mcc:0.004, total+:146, total-:204 @threshold:-0.004, sens:0.687, spec:0.663, ppv:0.388, acc:0.669, f1:0.496, mcc:0.004, total+:147, total-:203 @threshold:-0.008, sens:0.687, spec:0.659, ppv:0.385, acc:0.666, f1:0.494, mcc:0.004, total+:148, total-:202 @threshold:-0.035, sens:0.699, spec:0.633, ppv:0.372, acc:0.649, f1:0.485, mcc:0.004, total+:156, total-:194 @threshold:-0.037, sens:0.699, spec:0.629, ppv:0.369, acc:0.646, f1:0.483, mcc:0.004, total+:157, total-:193 @threshold:-0.040, sens:0.711, spec:0.629, ppv:0.373, acc:0.649, f1:0.490, mcc:0.004, total+:158, total-:192 @threshold:-0.046, sens:0.711, spec:0.625, ppv:0.371, acc:0.646, f1:0.488, mcc:0.004, total+:159, total-:191 @threshold:-0.069, sens:0.723, spec:0.614, ppv:0.368, acc:0.640, f1:0.488, mcc:0.004, total+:163, total-:187 @threshold:-0.070, sens:0.723, spec:0.610, ppv:0.366, acc:0.637, f1:0.486, mcc:0.004, total+:164, total-:186 @threshold:-0.081, sens:0.735, spec:0.599, ppv:0.363, acc:0.631, f1:0.486, mcc:0.004, total+:168, total-:182 @threshold:-0.083, sens:0.735, spec:0.596, ppv:0.361, acc:0.629, f1:0.484, mcc:0.004, total+:169, total-:181 @threshold:-0.102, sens:0.747, spec:0.573, ppv:0.352, acc:0.614, f1:0.479, mcc:0.003, total+:176, total-:174 @threshold:-0.105, sens:0.759, spec:0.569, ppv:0.354, acc:0.614, f1:0.483, mcc:0.003, total+:178, total-:172 @threshold:-0.117, sens:0.771, spec:0.554, ppv:0.350, acc:0.606, f1:0.481, mcc:0.003, total+:183, total-:167 @threshold:-0.120, sens:0.771, spec:0.551, ppv:0.348, acc:0.603, f1:0.479, mcc:0.003, total+:184, total-:166 @threshold:-0.122, sens:0.783, spec:0.551, ppv:0.351, acc:0.606, f1:0.485, mcc:0.003, total+:185, total-:165 @threshold:-0.122, sens:0.783, spec:0.547, ppv:0.349, acc:0.603, f1:0.483, mcc:0.003, total+:186, total-:164 @threshold:-0.149, sens:0.795, spec:0.517, ppv:0.338, acc:0.583, f1:0.475, mcc:0.003, total+:195, total-:155 @threshold:-0.152, sens:0.795, spec:0.513, ppv:0.337, acc:0.580, f1:0.473, mcc:0.003, total+:196, total-:154 @threshold:-0.168, sens:0.807, spec:0.502, ppv:0.335, acc:0.574, f1:0.473, mcc:0.003, total+:200, total-:150 @threshold:-0.172, sens:0.807, spec:0.498, ppv:0.333, acc:0.571, f1:0.472, mcc:0.003, total+:201, total-:149 @threshold:-0.204, sens:0.819, spec:0.472, ppv:0.325, acc:0.554, f1:0.466, mcc:0.003, total+:209, total-:141 @threshold:-0.204, sens:0.819, spec:0.468, ppv:0.324, acc:0.551, f1:0.464, mcc:0.003, total+:210, total-:140 @threshold:-0.204, sens:0.831, spec:0.468, ppv:0.327, acc:0.554, f1:0.469, mcc:0.003, total+:211, total-:139 @threshold:-0.205, sens:0.831, spec:0.464, ppv:0.325, acc:0.551, f1:0.468, mcc:0.003, total+:212, total-:138 @threshold:-0.205, sens:0.843, spec:0.461, ppv:0.327, acc:0.551, f1:0.471, mcc:0.003, total+:214, total-:136 @threshold:-0.206, sens:0.843, spec:0.457, ppv:0.326, acc:0.549, f1:0.470, mcc:0.003, total+:215, total-:135 @threshold:-0.237, sens:0.855, spec:0.431, ppv:0.318, acc:0.531, f1:0.464, mcc:0.003, total+:223, total-:127 @threshold:-0.252, sens:0.867, spec:0.427, ppv:0.320, acc:0.531, f1:0.468, mcc:0.003, total+:225, total-:125 @threshold:-0.258, sens:0.880, spec:0.419, ppv:0.320, acc:0.529, f1:0.469, mcc:0.003, total+:228, total-:122 @threshold:-0.259, sens:0.880, spec:0.416, ppv:0.319, acc:0.526, f1:0.468, mcc:0.003, total+:229, total-:121 @threshold:-0.266, sens:0.892, spec:0.416, ppv:0.322, acc:0.529, f1:0.473, mcc:0.003, total+:230, total-:120 @threshold:-0.268, sens:0.892, spec:0.412, ppv:0.320, acc:0.526, f1:0.471, mcc:0.003, total+:231, total-:119 @threshold:-0.294, sens:0.904, spec:0.382, ppv:0.312, acc:0.506, f1:0.464, mcc:0.003, total+:240, total-:110 @threshold:-0.313, sens:0.904, spec:0.378, ppv:0.311, acc:0.503, f1:0.463, mcc:0.003, total+:241, total-:109 @threshold:-0.343, sens:0.916, spec:0.341, ppv:0.302, acc:0.477, f1:0.454, mcc:0.002, total+:252, total-:98 @threshold:-0.344, sens:0.916, spec:0.337, ppv:0.300, acc:0.474, f1:0.452, mcc:0.002, total+:253, total-:97 @threshold:-0.357, sens:0.928, spec:0.330, ppv:0.301, acc:0.471, f1:0.454, mcc:0.002, total+:256, total-:94 @threshold:-0.397, sens:0.940, spec:0.326, ppv:0.302, acc:0.471, f1:0.457, mcc:0.003, total+:258, total-:92 @threshold:-0.552, sens:0.952, spec:0.213, ppv:0.273, acc:0.389, f1:0.425, mcc:0.002, total+:289, total-:61 @threshold:-0.560, sens:0.952, spec:0.210, ppv:0.272, acc:0.386, f1:0.424, mcc:0.002, total+:290, total-:60 @threshold:-0.561, sens:0.964, spec:0.210, ppv:0.275, acc:0.389, f1:0.428, mcc:0.002, total+:291, total-:59 @threshold:-0.565, sens:0.964, spec:0.206, ppv:0.274, acc:0.386, f1:0.427, mcc:0.002, total+:292, total-:58 @threshold:-0.673, sens:0.976, spec:0.154, ppv:0.264, acc:0.349, f1:0.415, mcc:0.002, total+:307, total-:43 @threshold:-0.674, sens:0.976, spec:0.150, ppv:0.263, acc:0.346, f1:0.414, mcc:0.002, total+:308, total-:42 @threshold:-0.938, sens:0.988, spec:0.052, ppv:0.245, acc:0.274, f1:0.392, mcc:0.002, total+:335, total-:15 @threshold:-0.939, sens:0.988, spec:0.049, ppv:0.244, acc:0.271, f1:0.391, mcc:0.001, total+:336, total-:14 @threshold:-1.343, sens:1.000, spec:0.004, ppv:0.238, acc:0.240, f1:0.384, mcc:0.002, total+:349, total-:1 * Vital: BMI-latest | coef 0.012 95% CI: [0.010 , 0.014] | OR_adj 1.012 [1.010 1.014] | occ: 1672 | OR_unadj: 4.483 [3.496 5.747] | indivs AUC:0.731 Correlated most with: Maternal Diagnosis:9ccs200:Oth skin dx:0.126 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:0.109 Diagnosis:9ccs95:Oth nerv dx:-0.085 Diagnosis:9ccs128:Asthma:0.083 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.078 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.075 Maternal Maternal Lab History: WBC-otherPregnancy:0.074 Maternal Maternal Lab History: IRON-postPregnancy:-0.073 Maternal Vital: Wt-postPregnancy:0.071 Diagnosis:9ccs138:Esophgeal dx:-0.071 Vital: Temp-avg10to13 | coef 0.010 95% CI: [0.008 , 0.011] | OR_adj 1.010 [1.008 1.011] | occ: 1421 | OR_unadj: 1.209 [0.963 1.519] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs92:Otitis media:0.139 Diagnosis:9ccs126:Ot up rsp in:0.109 Number of Visits:0.096 Diagnosis:9ccs154:Gastroent:-0.081 Maternal Diagnosis:9ccs200:Oth skin dx:0.074 Maternal Diagnosis:9ccs175:Ot femal gen:0.073 Maternal Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:-0.072 Newborn Diagnosis:9ccs223:Birth trauma:0.067 Diagnosis:9ccs124:Tonsillitis:0.064 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.063 Vital: Wt for Length ZScore-gain1to5 | coef 0.008 95% CI: [0.006 , 0.010] | OR_adj 1.008 [1.006 1.010] | occ: 1421 | OR_unadj: 1.022 [0.812 1.287] | indivs AUC:0.481 Correlated most with: Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.104 Maternal Diagnosis:9ccs184:Early labor:0.098 Newborn Diagnosis:9ccs91:Other eye dx:0.091 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.087 Maternal Diagnosis:9ccs185:Long pregncy:-0.081 Maternal Vital: Ht-postPregnancy:-0.081 Diagnosis:9ccs198:Ot infl skin:-0.081 Newborn Diagnosis:9ccs221:Resp distres:0.081 Newborn Diagnosis:9ccs219:Low birth wt:0.080 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.079 * Vital: Wt for Length ZScore-avg1to3 | coef 0.008 95% CI: [0.005 , 0.010] | OR_adj 1.008 [1.005 1.010] | occ: 1377 | OR_unadj: 1.349 [1.074 1.693] | indivs AUC:0.564 Correlated most with: Number of Visits:-0.081 Diagnosis:9ccs138:Esophgeal dx:-0.081 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.079 Diagnosis:9ccs129:Asp pneumon:-0.077 Maternal Maternal Lab History: SODIUM-postPregnancy:0.075 Maternal Maternal Lab History: PATIENT-postPregnancy:0.074 Maternal Maternal Lab History: MCH-postPregnancy:-0.073 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.073 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.073 Maternal Diagnosis:9ccs116:Art embolism:-0.070 * Vital: BMI-avg3to5 | coef 0.008 95% CI: [0.005 , 0.011] | OR_adj 1.008 [1.005 1.011] | occ: 1314 | OR_unadj: 1.808 [1.437 2.274] | indivs AUC:0.635 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.107 Maternal Maternal Procedure History:96372-postPregnancy:-0.100 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.093 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.088 Maternal Maternal Lab History: MCH-postPregnancy:-0.082 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.080 Maternal Maternal Lab History: FASTING-otherPregnancy:-0.078 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.076 Newborn Diagnosis:9ccs166:Oth male gen:0.076 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.074 * Vital: BMI-avg0to1 | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 1349 | OR_unadj: 1.526 [1.213 1.918] | indivs AUC:0.584 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.268 Maternal Diagnosis:9ccs184:Early labor:-0.261 Diagnosis:9ccs219:Low birth wt:-0.212 Maternal Diagnosis:9ccs185:Long pregncy:0.190 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.123 Maternal Diagnosis:9ccs183:HTN in preg:-0.120 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.103 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.100 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.094 Newborn Diagnosis:9ccs221:Resp distres:-0.094 * Vital: Wt for Length ZScore-gain3to7 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1470 | OR_unadj: 1.423 [1.134 1.786] | indivs AUC:0.554 Correlated most with: Number of Visits:0.099 Maternal Maternal Lab History: SODIUM-postPregnancy:-0.082 Maternal Diagnosis:9ccs50:DiabMel w/cm:-0.078 Diagnosis:9ccs125:Bronchitis:0.068 Maternal Maternal Lab History: APTT-postPregnancy:-0.066 Maternal Maternal Lab History: RET %-postPregnancy:0.065 Maternal Maternal Lab History: RET ABS-postPregnancy:0.065 Maternal Maternal Lab History: LH-postPregnancy:0.063 Maternal Diagnosis:9ccs159:UTI:0.061 Maternal Diagnosis:9ccs202:Rheum arth:-0.060 * Vital: BMI-avg16to19 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1293 | OR_unadj: 3.189 [2.527 4.025] | indivs AUC:0.723 Correlated most with: Maternal Diagnosis:9ccs215:gu cong anom:-0.102 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.090 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.076 Maternal Maternal Lab History: WBC-otherPregnancy:0.076 Diagnosis:9ccs214:GI cong anom:-0.074 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.069 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.066 Newborn Diagnosis:9ccs191:Amnios dx:0.066 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.065 Maternal Maternal Lab History: CREATININE-postPregnancy:0.064 Number of Visits | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1696 | OR_unadj: 0.956 [0.759 1.205] | indivs AUC:0.444 Correlated most with: Number of Visits:1.000 Diagnosis:9ccs126:Ot up rsp in:0.440 Diagnosis:9ccs7:Viral infect:0.408 Diagnosis:9ccs92:Otitis media:0.404 Diagnosis:9ccs257:Ot aftercare:0.371 Diagnosis:9ccs155:Other GI dx:0.323 Diagnosis:9ccs133:Oth low resp:0.321 Diagnosis:9ccs128:Asthma:0.320 Diagnosis:9ccs253:Allergy:0.299 Diagnosis:9ccs135:Intest infct:0.295 Vital: Temp-avg7to10 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1385 | OR_unadj: 1.015 [0.714 1.445] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.219 Diagnosis:9ccs255:Social admin:-0.172 Diagnosis:9ccs257:Ot aftercare:-0.140 Diagnosis:9ccs7:Viral infect:-0.138 Maternal Diagnosis:9ccs202:Rheum arth:0.136 Diagnosis:9ccs126:Ot up rsp in:-0.136 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.089 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.087 Diagnosis:9ccs125:Bronchitis:-0.086 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.085 Vital: Wt for Length ZScore-gain10to16 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 1500 | OR_unadj: 1.181 [0.941 1.483] | indivs AUC:0.515 Correlated most with: Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.126 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.106 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.094 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.091 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:-0.090 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.086 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.083 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.080 Maternal Diagnosis:9ccs172:Ovarian cyst:0.078 Maternal Maternal Lab History: NT MoM-postPregnancy:-0.077 * Vital: Wt-gain3to7 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 1487 | OR_unadj: 1.284 [1.021 1.614] | indivs AUC:0.520 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.097 Diagnosis:9ccs92:Otitis media:0.091 Number of Visits:0.090 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:-0.086 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.084 Lab:294048 STOOL CULTURE - LMC:-0.080 Maternal Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.080 Maternal Diagnosis:9ccs244:Other injury:0.078 Diagnosis:9ccs127:COPD:0.078 Maternal Vital: BP-postPregnancy:0.077 Vital: Temp-avg13to16 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 1321 | OR_unadj: 1.104 [0.599 2.033] | indivs AUC:0.549 Correlated most with: Maternal Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:0.370 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.344 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.267 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.235 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.234 Number of Visits:-0.231 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.183 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:-0.182 Diagnosis:9ccs255:Social admin:-0.178 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.173 Vital: Temp-avg5to7 | coef 0.006 95% CI: [0.006 , 0.007] | OR_adj 1.006 [1.006 1.007] | occ: 1371 | OR_unadj: 1.070 [0.850 1.347] | indivs AUC:0.527 Correlated most with: Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:-0.214 Maternal Maternal Procedure History:97001-postPregnancy:-0.191 Maternal Maternal Procedure History:97035-postPregnancy:0.179 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.154 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.150 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:-0.106 Maternal Maternal Procedure History:97140-postPregnancy:0.105 Maternal Maternal Procedure History:97110-postPregnancy:-0.100 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.088 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.086 * Vital: Wt Percentile-latest | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1034 | OR_unadj: 2.653 [2.104 3.345] | indivs AUC:0.695 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.096 Maternal Maternal Lab History: IRON-postPregnancy:-0.096 Diagnosis:9ccs128:Asthma:0.091 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:-0.084 Maternal Vital: Wt-postPregnancy:0.083 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.075 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.070 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.070 Diagnosis:9ccs136:Teeth dx:-0.070 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.069 * Vital: BMI-avg1to3 | coef 0.006 95% CI: [0.004 , 0.009] | OR_adj 1.006 [1.004 1.009] | occ: 1370 | OR_unadj: 1.693 [1.347 2.129] | indivs AUC:0.604 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.155 Maternal Diagnosis:9ccs184:Early labor:-0.147 Diagnosis:9ccs219:Low birth wt:-0.133 Diagnosis:9ccs64:Ot hematl dx:0.098 Maternal Diagnosis:9ccs126:Ot up rsp in:0.092 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.092 Diagnosis:9ccs138:Esophgeal dx:-0.091 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.083 Maternal Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:0.082 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.080 Vital: Wt for Length ZScore-gain5to10 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1486 | OR_unadj: 1.088 [0.866 1.367] | indivs AUC:0.520 Correlated most with: Diagnosis:9ccs123:Influenza:0.095 Maternal Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:-0.087 Newborn Diagnosis:9ccs166:Oth male gen:-0.078 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.076 Maternal Maternal Lab History: AMYLASE-postPregnancy:-0.075 Lab:306854 PLATELET COUNT - Sunrise:0.074 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.071 Maternal Diagnosis:9ccs172:Ovarian cyst:-0.069 Maternal Diagnosis:9ccs202:Rheum arth:0.067 Maternal Diagnosis:9ccs1:Tuberculosis:0.067 * Vital: Wt-gain13to19 | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1448 | OR_unadj: 1.720 [1.369 2.161] | indivs AUC:0.588 Correlated most with: Diagnosis:9ccs130:Pleurisy:0.076 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.070 Maternal Diagnosis:9ccs183:HTN in preg:-0.065 Diagnosis:9ccs243:Poisn nonmed:0.065 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:0.063 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.063 Maternal Vital: RR-otherPregnancy:-0.062 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.062 Maternal Diagnosis:9ccs117:Ot circul dx:0.060 Maternal Diagnosis:9ccs172:Ovarian cyst:-0.059 Vital: Temp-latest | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1676 | OR_unadj: 1.157 [0.921 1.453] | indivs AUC:0.495 Correlated most with: Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.108 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.099 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.098 Maternal Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:-0.088 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.086 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.083 Diagnosis:9ccs83:Epilepsy/cnv:0.083 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.083 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.081 Diagnosis:9ccs124:Tonsillitis:0.081 * Vital: BMI-avg13to16 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1283 | OR_unadj: 2.266 [1.799 2.852] | indivs AUC:0.652 Correlated most with: Maternal Maternal Lab History: TWIN B NT-postPregnancy:-0.130 Maternal Maternal Lab History: TWIN B CRL-postPregnancy:-0.130 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.086 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.085 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.075 Maternal Diagnosis:9ccs188:Pelvic obstr:0.075 Diagnosis:9ccs143:Abdom hernia:0.075 Maternal Maternal Lab History: APF MoM-postPregnancy:-0.075 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.073 MatDeliveryAge:-0.071 Vital: Temp-avg19to24 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1411 | OR_unadj: 1.141 [0.859 1.515] | indivs AUC:0.484 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.128 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.127 Diagnosis:9ccs113:Late eff CVD:-0.094 Diagnosis:9ccs239:Superfic inj:-0.084 Diagnosis:9ccs10:Immuniz/scrn:-0.083 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.082 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.082 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.077 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.077 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.075 Vital: Wt-gain5to10 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1472 | OR_unadj: 1.156 [0.922 1.450] | indivs AUC:0.577 Correlated most with: Maternal Maternal Lab History: PTT-otherPregnancy:-0.090 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.084 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.081 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.080 Maternal Maternal Lab History: AST-otherPregnancy:0.078 Diagnosis:9ccs259:Unclassified:-0.076 Maternal Maternal Lab History: MPV-postPregnancy:0.075 Maternal Maternal Diagnosis:9ccs244:Other injury-postPregnancy:-0.073 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.073 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.071 * Vital: Wt-gain16to24 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1468 | OR_unadj: 1.821 [1.385 2.394] | indivs AUC:0.589 Correlated most with: Number of Visits:-0.109 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.082 Maternal Diagnosis:9ccs36:Thyroid cncr:-0.079 Diagnosis:9ccs126:Ot up rsp in:-0.074 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.073 Maternal Diagnosis:9ccs39:Leukemias:-0.072 Maternal Diagnosis:9ccs183:HTN in preg:0.071 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.070 Diagnosis:9ccs115:Aneurysm:-0.068 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.068 * Vital: BMI-avg10to13 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1400 | OR_unadj: 2.301 [1.830 2.895] | indivs AUC:0.648 Correlated most with: Maternal Diagnosis:9ccs167:Breast dx:-0.131 Diagnosis:9ccs128:Asthma:0.101 Newborn Diagnosis:9ccs191:Amnios dx:0.094 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.091 Diagnosis:9ccs246:FUO:-0.079 MatDeliveryAge:-0.077 Maternal Maternal Procedure History:86580-otherPregnancy:-0.075 Diagnosis:9ccs95:Oth nerv dx:-0.071 Newborn Diagnosis:9ccs47:Ot bnign neo:0.069 Diagnosis:9ccs143:Abdom hernia:0.068 Vital: Wt-gain10to16 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1466 | OR_unadj: 0.865 [0.679 1.104] | indivs AUC:0.519 Correlated most with: Maternal Maternal Lab History: APTT-postPregnancy:-0.093 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.087 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.077 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.076 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.075 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.074 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.071 Diagnosis:9ccs92:Otitis media:0.070 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.069 Number of Visits:0.068 Vital: Temp-avg1to3 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1377 | OR_unadj: 1.065 [0.826 1.373] | indivs AUC:0.505 Correlated most with: Maternal Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:-0.161 Diagnosis:9ccs257:Ot aftercare:-0.106 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:-0.102 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:-0.100 Diagnosis:9ccs7:Viral infect:-0.100 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.093 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:-0.090 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.089 Diagnosis:9ccs134:Ot uppr resp:0.086 Diagnosis:9ccs10:Immuniz/scrn:-0.086 Vital: BMI-gain1to5 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1461 | OR_unadj: 0.988 [0.787 1.241] | indivs AUC:0.502 Correlated most with: Number of Visits:0.153 Diagnosis:9ccs126:Ot up rsp in:0.121 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.116 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.095 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.089 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.084 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.081 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.081 Maternal Diagnosis:9ccs120:Hemmorhoids:-0.079 Maternal Diagnosis:9ccs184:Early labor:0.078 Vital: HC-gain0to3 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1344 | OR_unadj: 1.162 [0.915 1.474] | indivs AUC:0.517 Correlated most with: Maternal Diagnosis:9ccs95:Oth nerv dx:-0.094 Maternal Diagnosis:9ccs185:Long pregncy:-0.083 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:-0.077 Maternal Diagnosis:9ccs211:Ot conn tiss:-0.077 Maternal Diagnosis:9ccs75:Hx mental dx:-0.069 Maternal Diagnosis:9ccs169:Endometrios:-0.067 Diagnosis:9ccs2611:E Codes: Natural/environment:0.067 Diagnosis:9ccs6:Hepatitis:0.066 Maternal Diagnosis:9ccs217:Ot cong anom:-0.066 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.066 Vital: Wt-gain1to5 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1472 | OR_unadj: 0.993 [0.790 1.247] | indivs AUC:0.522 Correlated most with: Number of Visits:0.182 Diagnosis:9ccs126:Ot up rsp in:0.129 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.107 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.095 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.095 Maternal Diagnosis:9ccs120:Hemmorhoids:-0.091 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.091 Diagnosis:9ccs257:Ot aftercare:0.090 Lab:297275 STREP RAPID TEST (POCT):-0.085 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy:-0.084 * Vital: Wt-avg0to1 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1356 | OR_unadj: 1.489 [1.184 1.873] | indivs AUC:0.573 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.352 Maternal Diagnosis:9ccs184:Early labor:-0.345 Diagnosis:9ccs219:Low birth wt:-0.282 Maternal Diagnosis:9ccs185:Long pregncy:0.261 Maternal Diagnosis:9ccs183:HTN in preg:-0.159 Lab:297262 HEMOGLOBIN (HEMOCUE):0.131 Newborn Diagnosis:9ccs221:Resp distres:-0.123 Newborn Diagnosis:9ccs222:Perint jaund:-0.114 Maternal Diagnosis:9ccs190:Fetal distrs:0.110 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.106 Vital: Temp-avg0to1 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1328 | OR_unadj: 1.360 [0.970 1.906] | indivs AUC:0.573 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.159 Diagnosis:9ccs255:Social admin:-0.118 Diagnosis:9ccs95:Oth nerv dx:-0.116 Diagnosis:9ccs76:Meningitis:-0.098 Diagnosis:9ccs7:Viral infect:-0.093 Diagnosis:9ccs166:Oth male gen:-0.083 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.079 Diagnosis:9ccs198:Ot infl skin:-0.076 Diagnosis:9ccs257:Ot aftercare:-0.074 Diagnosis:9ccs125:Bronchitis:-0.071 * Vital: Wt for Length ZScore-avg3to5 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1321 | OR_unadj: 1.681 [1.337 2.114] | indivs AUC:0.639 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.103 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.087 Maternal Maternal Lab History: MCH-postPregnancy:-0.086 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.082 Maternal Vital: Ht-postPregnancy:-0.078 Maternal Diagnosis:9ccs50:DiabMel w/cm:-0.077 Maternal Diagnosis:9ccs175:Ot femal gen:0.074 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.074 Maternal Maternal Lab History: MCV-postPregnancy:-0.072 Diagnosis:9ccs59:Anemia:0.070 Vital: HR-latest | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1040 | OR_unadj: 1.213 [0.939 1.565] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.095 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.087 Number of Visits:-0.082 Maternal Diagnosis:9ccs126:Ot up rsp in:0.073 Diagnosis:9ccs2619:e codes: other specified- nec:0.073 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.072 Lab:294199 BILIRUBIN SCAN - LMC:0.071 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.069 Maternal Maternal Procedure History:58300-postPregnancy:-0.067 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.066 * Vital: BMI-gain0to3 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1416 | OR_unadj: 1.282 [1.019 1.613] | indivs AUC:0.549 Correlated most with: Maternal Diagnosis:9ccs75:Hx mental dx:-0.097 Maternal Diagnosis:9ccs175:Ot femal gen:0.096 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.095 Maternal Diagnosis:9ccs217:Ot cong anom:-0.092 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:-0.090 Maternal Maternal Lab History: FASTING-otherPregnancy:0.088 Maternal Maternal Lab History: PTT-postPregnancy:-0.084 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.081 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.078 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.078 Vital: Wt for Length ZScore-gain7to13 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1479 | OR_unadj: 1.133 [0.902 1.422] | indivs AUC:0.580 Correlated most with: Maternal Vital: Wt Change-postPregnancy:-0.087 Lab:306854 PLATELET COUNT - Sunrise:-0.081 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.075 Diagnosis:9ccs138:Esophgeal dx:0.070 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.069 Newborn Diagnosis:9ccs218:Liveborn:-0.068 Maternal Diagnosis:9ccs93:Dizziness:-0.066 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.066 Maternal Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:-0.066 Diagnosis:9ccs61:Sickle cell:-0.065 * Vital: BMI-gain0to24 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1391 | OR_unadj: 4.247 [3.349 5.386] | indivs AUC:0.749 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.109 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:0.097 Diagnosis:9ccs58:Ot nutrit dx:0.096 Newborn Diagnosis:9ccs47:Ot bnign neo:0.094 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.089 Diagnosis:9ccs106:Dysrhythmia:0.087 Diagnosis:9ccs128:Asthma:0.085 Maternal Vital: Wt-postPregnancy:0.084 Diagnosis:9ccs235:Opn wnd head:0.082 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.078 MatDeliveryAge | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.529 Correlated most with: MatDeliveryAge:1.000 Maternal Diagnosis:9ccs176:Contraceptiv:0.243 Maternal Diagnosis:9ccs186:DM in preg:0.233 Maternal Diagnosis:9ccs189:Prev c-sectn:0.193 Maternal Diagnosis:9ccs195:Ot compl bir:0.147 Newborn Diagnosis:9ccs259:Unclassified:0.132 Maternal Diagnosis:9ccs49:DiabMel no c:0.121 Number of Visits:0.107 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.104 Maternal Maternal Lab History: CREATININE-postPregnancy:0.104 * Vital: BMI-avg5to7 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1341 | OR_unadj: 1.832 [1.456 2.305] | indivs AUC:0.633 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.097 Diagnosis:9ccs128:Asthma:0.092 Maternal Maternal Procedure History:S9470-postPregnancy:0.087 Diagnosis:9ccs95:Oth nerv dx:-0.086 Diagnosis:9ccs143:Abdom hernia:0.085 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.083 Diagnosis:9ccs204:Ot joint dx:0.080 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.076 Maternal Vital: Ht-postPregnancy:-0.075 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.075 Vital: Temp-avg3to5 | coef 0.006 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.006] | occ: 1345 | OR_unadj: 1.059 [0.839 1.337] | indivs AUC:0.533 Correlated most with: Maternal Maternal Procedure History:99000-otherPregnancy:0.085 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.083 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:-0.083 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.078 Diagnosis:9ccs7:Viral infect:-0.078 Maternal Vital: SpO2-otherPregnancy:-0.076 Maternal Vital: BMI-otherPregnancy:0.074 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.073 Maternal Vital: Wt-otherPregnancy:0.073 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy:0.071 Vital: BMI-gain5to10 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.008] | occ: 1471 | OR_unadj: 1.143 [0.910 1.435] | indivs AUC:0.581 Correlated most with: Maternal Maternal Lab History: MPV-postPregnancy:0.101 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.090 Maternal Maternal Lab History: PTT-otherPregnancy:-0.079 Maternal Maternal Lab History: POTASSIUM-postPregnancy:0.079 Maternal Maternal Lab History: INR-postPregnancy:-0.077 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.076 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:-0.075 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.072 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.070 Maternal Maternal Lab History: AST-otherPregnancy:0.070 * Vital: Wt-gain0to3 | coef 0.006 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.006] | occ: 1425 | OR_unadj: 1.462 [1.162 1.839] | indivs AUC:0.534 Correlated most with: Maternal Diagnosis:9ccs75:Hx mental dx:-0.111 Maternal Diagnosis:9ccs217:Ot cong anom:-0.100 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.091 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.089 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.088 Maternal Maternal Procedure History:99000-otherPregnancy:-0.082 Maternal Maternal Lab History: FREE T3-postPregnancy:0.078 Maternal Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:0.077 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.076 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.071 * Vital: BMI-avg7to10 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1342 | OR_unadj: 2.069 [1.645 2.602] | indivs AUC:0.677 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.104 Diagnosis:9ccs128:Asthma:0.087 Maternal Maternal Procedure History:S9470-postPregnancy:0.087 Diagnosis:9ccs72:Anxiety dx:0.085 Diagnosis:9ccs125:Bronchitis:0.084 Maternal Vital: Ht-postPregnancy:-0.083 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.077 Maternal Maternal Lab History: URINE PH-otherPregnancy:-0.077 Maternal Maternal Lab History: APTT-postPregnancy:-0.077 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.077 * Vital: Wt-latest | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.006] | occ: 1677 | OR_unadj: 4.020 [3.127 5.168] | indivs AUC:0.703 Correlated most with: Number of Visits:0.362 Diagnosis:9ccs126:Ot up rsp in:0.282 Diagnosis:9ccs92:Otitis media:0.237 Diagnosis:9ccs10:Immuniz/scrn:0.219 Diagnosis:9ccs128:Asthma:0.149 Diagnosis:9ccs257:Ot aftercare:0.137 Diagnosis:9ccs7:Viral infect:0.137 Diagnosis:9ccs125:Bronchitis:0.134 Diagnosis:9ccs135:Intest infct:0.133 Diagnosis:9ccs122:Pneumonia:0.116 * Vital: Wt-gain7to13 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1496 | OR_unadj: 1.701 [1.338 2.162] | indivs AUC:0.561 Correlated most with: Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.117 Maternal Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:0.104 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.100 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.100 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.100 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.099 Maternal Maternal Lab History: PTT-otherPregnancy:0.094 Maternal Maternal Lab History: HCG-otherPregnancy:-0.091 Maternal Maternal Lab History: IRON-otherPregnancy:-0.091 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.087 * Vital: Ht Percentile-latest | coef 0.005 95% CI: [0.003 , 0.008] | OR_adj 1.005 [1.003 1.008] | occ: 1058 | OR_unadj: 1.698 [1.338 2.155] | indivs AUC:0.611 Correlated most with: Maternal Vital: Ht-postPregnancy:0.140 Maternal Diagnosis:9ccs185:Long pregncy:0.089 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.085 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.083 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.077 Diagnosis:9ccs229:Fx arm:0.077 Maternal Vital: Ht-otherPregnancy:0.074 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.073 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.072 Diagnosis:9ccs59:Anemia:-0.070 * Vital: BMI-gain13to19 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1462 | OR_unadj: 1.439 [1.146 1.808] | indivs AUC:0.583 Correlated most with: Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.074 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.072 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.071 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.071 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.070 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.069 Maternal Vital: RR-otherPregnancy:-0.068 Diagnosis:9ccs130:Pleurisy:0.067 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.066 Maternal Diagnosis:9ccs48:Thyroid dsor:-0.064 Vital: Temp-avg16to19 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1323 | OR_unadj: 0.807 [0.561 1.162] | indivs AUC:0.512 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.158 Diagnosis:9ccs255:Social admin:-0.148 Number of Visits:-0.135 Newborn Diagnosis:9ccs138:Esophgeal dx:0.132 Diagnosis:9ccs239:Superfic inj:-0.112 Diagnosis:9ccs126:Ot up rsp in:-0.111 Diagnosis:9ccs240:Burns:-0.093 Diagnosis:9ccs257:Ot aftercare:-0.092 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.092 Diagnosis:9ccs167:Breast dx:-0.087 Vital: Wt for Len Percentile-gain16to24 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1353 | OR_unadj: 0.799 [0.624 1.024] | indivs AUC:0.487 Correlated most with: Number of Visits:-0.085 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.084 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.077 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.077 Diagnosis:9ccs126:Ot up rsp in:-0.074 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.073 Diagnosis:9ccs115:Aneurysm:-0.070 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.070 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.069 Maternal Maternal Lab History: AST-otherPregnancy:-0.068 * Vital: Ht-gain1to5 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1460 | OR_unadj: 0.762 [0.607 0.957] | indivs AUC:0.454 Correlated most with: Number of Visits:0.145 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.117 Diagnosis:9ccs126:Ot up rsp in:0.115 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.102 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.097 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.097 Maternal Diagnosis:9ccs120:Hemmorhoids:-0.088 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.085 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.085 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.084 * Vital: Wt for Length ZScore-avg19to24 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1392 | OR_unadj: 4.002 [3.155 5.076] | indivs AUC:0.774 Correlated most with: Maternal Vital: Wt-postPregnancy:0.103 Maternal Diagnosis:9ccs185:Long pregncy:0.083 Maternal Maternal Lab History: WBC-otherPregnancy:0.081 Diagnosis:9ccs128:Asthma:0.079 Diagnosis:9ccs86:Cataract:-0.079 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.077 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.076 Diagnosis:9ccs235:Opn wnd head:0.074 Maternal Diagnosis:9ccs184:Early labor:-0.071 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.067 * Vital: Wt Change-avg19to24 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 879 | OR_unadj: 1.673 [1.252 2.235] | indivs AUC:0.563 Correlated most with: Number of Visits:-0.191 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.152 Diagnosis:9ccs120:Hemmorhoids:0.152 Diagnosis:9ccs92:Otitis media:-0.145 Diagnosis:9ccs257:Ot aftercare:-0.125 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.113 Diagnosis:9ccs126:Ot up rsp in:-0.112 Diagnosis:9ccs7:Viral infect:-0.111 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.110 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.103 Vital: Wt for Length ZScore-gain13to19 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1485 | OR_unadj: 1.109 [0.884 1.392] | indivs AUC:0.507 Correlated most with: Maternal Maternal Lab History: PATIENT-postPregnancy:-0.091 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.074 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:0.074 Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.072 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.067 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.066 Maternal Diagnosis:9ccs211:Ot conn tiss:0.066 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:-0.065 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.065 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.064 * Vital: Wt-avg19to24 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1417 | OR_unadj: 4.067 [3.209 5.154] | indivs AUC:0.749 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.102 Maternal Diagnosis:9ccs184:Early labor:-0.098 Maternal Vital: Wt-postPregnancy:0.098 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.088 Maternal Maternal Lab History: WBC-otherPregnancy:0.086 Newborn Diagnosis:9ccs191:Amnios dx:0.086 Diagnosis:9ccs128:Asthma:0.083 Diagnosis:9ccs120:Hemmorhoids:0.083 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.083 Newborn Diagnosis:9ccs219:Low birth wt:-0.079 Vital: BMI-gain3to7 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1478 | OR_unadj: 1.130 [0.893 1.430] | indivs AUC:0.547 Correlated most with: Diagnosis:9ccs127:COPD:0.084 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.076 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.075 Diagnosis:9ccs222:Perint jaund:-0.075 Maternal Vital: BP-postPregnancy:0.074 Maternal Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.074 Lab:294048 STOOL CULTURE - LMC:-0.074 Diagnosis:9ccs92:Otitis media:0.073 Maternal Vital: BP-otherPregnancy:0.072 Maternal Vital: Wt-otherPregnancy:0.072 * Vital: Wt-avg1to3 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1388 | OR_unadj: 1.947 [1.549 2.448] | indivs AUC:0.580 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.301 Maternal Diagnosis:9ccs184:Early labor:-0.294 Diagnosis:9ccs219:Low birth wt:-0.233 Maternal Diagnosis:9ccs185:Long pregncy:0.167 Newborn Diagnosis:9ccs221:Resp distres:-0.122 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117 Newborn Diagnosis:9ccs222:Perint jaund:-0.116 Newborn Diagnosis:9ccs253:Allergy:-0.104 Lab:297262 HEMOGLOBIN (HEMOCUE):0.103 Maternal Diagnosis:9ccs183:HTN in preg:-0.096 * Vital: Wt-avg5to7 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1369 | OR_unadj: 2.216 [1.761 2.787] | indivs AUC:0.613 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:-0.121 Maternal Diagnosis:9ccs185:Long pregncy:0.115 Newborn Diagnosis:9ccs219:Low birth wt:-0.110 Diagnosis:9ccs138:Esophgeal dx:-0.100 Maternal Diagnosis:9ccs244:Other injury:0.097 Diagnosis:9ccs219:Low birth wt:-0.090 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.084 Diagnosis:9ccs95:Oth nerv dx:-0.084 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.080 Diagnosis:9ccs128:Asthma:0.080 * Vital: Wt for Length ZScore-gain16to24 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1463 | OR_unadj: 1.409 [1.123 1.768] | indivs AUC:0.594 Correlated most with: Maternal Diagnosis:9ccs215:gu cong anom:-0.126 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.089 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.076 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.071 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.068 Maternal Maternal Lab History: FASTING-postPregnancy:0.066 Maternal Diagnosis:9ccs48:Thyroid dsor:-0.065 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.064 Maternal Vital: RR-otherPregnancy:-0.063 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.062 * Vital: Wt-avg3to5 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1344 | OR_unadj: 1.988 [1.580 2.502] | indivs AUC:0.629 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.187 Maternal Diagnosis:9ccs184:Early labor:-0.178 Maternal Diagnosis:9ccs185:Long pregncy:0.149 Diagnosis:9ccs219:Low birth wt:-0.140 Diagnosis:9ccs138:Esophgeal dx:-0.105 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.104 Maternal Maternal Lab History: LIPASE-postPregnancy:0.099 Maternal Maternal Lab History: IRON-postPregnancy:-0.095 Newborn Diagnosis:9ccs253:Allergy:-0.093 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.089 Vital: HC-latest | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1631 | OR_unadj: 1.158 [0.909 1.475] | indivs AUC:0.546 Correlated most with: Number of Visits:0.268 Diagnosis:9ccs126:Ot up rsp in:0.236 Diagnosis:9ccs257:Ot aftercare:0.193 Diagnosis:9ccs92:Otitis media:0.191 Diagnosis:9ccs10:Immuniz/scrn:0.188 Diagnosis:9ccs125:Bronchitis:0.168 Diagnosis:9ccs7:Viral infect:0.160 Diagnosis:9ccs128:Asthma:0.128 Diagnosis:9ccs135:Intest infct:0.113 Diagnosis:9ccs90:Eye infectn:0.110 * Vital: Wt for Length ZScore-avg16to19 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1292 | OR_unadj: 3.143 [2.490 3.966] | indivs AUC:0.718 Correlated most with: Maternal Diagnosis:9ccs215:gu cong anom:-0.112 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.086 Maternal Maternal Lab History: WBC-otherPregnancy:0.085 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.084 Maternal Diagnosis:9ccs185:Long pregncy:0.073 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:-0.073 Diagnosis:9ccs214:GI cong anom:-0.072 MatDeliveryAge:-0.071 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.071 Diagnosis:9ccs86:Cataract:-0.069 Vital: Ht-gain7to13 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1476 | OR_unadj: 1.168 [0.864 1.580] | indivs AUC:0.536 Correlated most with: Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.097 Maternal Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:-0.088 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.086 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.085 Maternal Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:0.085 Lab:292147 TSH - Sunrise:0.084 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.084 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.083 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.079 Maternal Diagnosis:9ccs183:HTN in preg:-0.079 * Vital: Wt for Length ZScore-avg13to16 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1285 | OR_unadj: 2.287 [1.818 2.877] | indivs AUC:0.673 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.090 Maternal Diagnosis:9ccs188:Pelvic obstr:0.083 Diagnosis:9ccs143:Abdom hernia:0.081 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:-0.079 Diagnosis:9ccs214:GI cong anom:-0.076 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.073 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.070 Diagnosis:9ccs128:Asthma:0.069 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.069 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.068 Vital: Ht-gain10to16 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1442 | OR_unadj: 0.837 [0.658 1.064] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: APTT-postPregnancy:-0.085 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.079 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.073 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.072 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.071 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.069 Number of Visits:0.069 Diagnosis:9ccs214:GI cong anom:0.067 Maternal Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:-0.066 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.066 Vital: Ht-gain0to3 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1419 | OR_unadj: 1.156 [0.909 1.469] | indivs AUC:0.506 Correlated most with: Maternal Diagnosis:9ccs75:Hx mental dx:-0.095 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.095 Maternal Diagnosis:9ccs217:Ot cong anom:-0.091 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:0.090 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.086 Maternal Maternal Lab History: PTT-postPregnancy:-0.084 Maternal Maternal Lab History: FASTING-otherPregnancy:0.084 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.081 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.081 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.081 * Vital: BMI-avg19to24 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1397 | OR_unadj: 4.344 [3.423 5.512] | indivs AUC:0.762 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.105 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:0.097 Diagnosis:9ccs58:Ot nutrit dx:0.094 Newborn Diagnosis:9ccs47:Ot bnign neo:0.094 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.089 Maternal Vital: Wt-postPregnancy:0.086 Diagnosis:9ccs128:Asthma:0.084 Diagnosis:9ccs235:Opn wnd head:0.082 Diagnosis:9ccs106:Dysrhythmia:0.081 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.074 Vital: HC-gain7to13 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1315 | OR_unadj: 1.015 [0.741 1.390] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.096 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:0.080 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.079 Maternal Diagnosis:9ccs183:HTN in preg:-0.077 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.073 Diagnosis:9ccs58:Ot nutrit dx:-0.072 Maternal Maternal Procedure History:99401-postPregnancy:-0.072 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.072 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.071 Maternal Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:-0.070 Vital: Ht-gain3to7 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1460 | OR_unadj: 1.123 [0.894 1.411] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs127:COPD:0.093 Maternal Vital: BMI Percentile-postPregnancy:0.090 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.081 Maternal Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.081 Diagnosis:9ccs92:Otitis media:0.080 Maternal Vital: Wt-postPregnancy:0.080 Diagnosis:9ccs126:Ot up rsp in:0.078 Number of Visits:0.075 Maternal Vital: Wt-otherPregnancy:0.075 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.075 Vital: Wt for Len Percentile-gain7to13 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1336 | OR_unadj: 1.084 [0.859 1.369] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.123 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.113 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.110 Maternal Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:0.108 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.102 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.101 Maternal Maternal Lab History: HCG-otherPregnancy:-0.095 Maternal Maternal Lab History: APTT-postPregnancy:0.093 Maternal Maternal Lab History: IRON-otherPregnancy:-0.091 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.089 Vital: HC-gain10to16 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1231 | OR_unadj: 0.870 [0.694 1.091] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs257:Ot aftercare:0.092 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.085 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.081 Maternal Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:-0.073 Diagnosis:9ccs239:Superfic inj:-0.073 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.072 Maternal Vital: Temp-postPregnancy:0.072 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.070 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:-0.070 Diagnosis:9ccs83:Epilepsy/cnv:0.068 * Vital: Ht-avg10to13 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1403 | OR_unadj: 1.702 [1.355 2.140] | indivs AUC:0.575 Correlated most with: Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.166 Maternal Diagnosis:9ccs184:Early labor:-0.123 Diagnosis:9ccs246:FUO:0.117 Newborn Diagnosis:9ccs219:Low birth wt:-0.106 Maternal Diagnosis:9ccs185:Long pregncy:0.088 Diagnosis:9ccs219:Low birth wt:-0.085 Maternal Vital: Wt Change-otherPregnancy:0.076 Maternal Diagnosis:9ccs244:Other injury:0.072 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.072 Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.072 Vital: Ht Percentile-gain16to24 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 975 | OR_unadj: 1.147 [0.882 1.492] | indivs AUC:0.549 Correlated most with: Maternal Diagnosis:9ccs39:Leukemias:-0.098 Number of Visits:-0.088 Diagnosis:9ccs259:Unclassified:-0.085 Maternal Diagnosis:9ccs172:Ovarian cyst:0.083 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.079 Diagnosis:9ccs59:Anemia:-0.077 Maternal Vital: Wt Change-postPregnancy:0.075 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.075 Maternal Maternal Lab History: BUN-postPregnancy:0.074 Maternal Diagnosis:9ccs126:Ot up rsp in:-0.073 * Vital: Ht-avg1to3 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1374 | OR_unadj: 1.477 [1.174 1.858] | indivs AUC:0.528 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:-0.297 Newborn Diagnosis:9ccs219:Low birth wt:-0.290 Diagnosis:9ccs219:Low birth wt:-0.225 Maternal Diagnosis:9ccs185:Long pregncy:0.182 Newborn Diagnosis:9ccs221:Resp distres:-0.146 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.126 Newborn Diagnosis:9ccs256:Exam/eval:-0.108 Newborn Diagnosis:9ccs253:Allergy:-0.106 Newborn Diagnosis:9ccs222:Perint jaund:-0.099 Lab:297262 HEMOGLOBIN (HEMOCUE):0.095 * Vital: Wt for Length ZScore-avg5to7 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1347 | OR_unadj: 1.778 [1.414 2.235] | indivs AUC:0.617 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.108 Diagnosis:9ccs95:Oth nerv dx:-0.102 Diagnosis:9ccs128:Asthma:0.094 Newborn Diagnosis:9ccs218:Liveborn:0.085 Maternal Vital: Ht-postPregnancy:-0.079 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.077 Maternal Maternal Lab History: MCH-postPregnancy:-0.076 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.076 Maternal Vital: Ht-otherPregnancy:-0.073 Diagnosis:9ccs204:Ot joint dx:0.072 Vital: BMI-gain16to24 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1484 | OR_unadj: 1.317 [0.995 1.744] | indivs AUC:0.547 Correlated most with: Number of Visits:-0.101 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.082 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.071 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.071 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.069 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.069 Diagnosis:9ccs259:Unclassified:-0.066 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.066 Diagnosis:9ccs115:Aneurysm:-0.066 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.065 * Vital: Wt for Length Zscore-avg10to13 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1403 | OR_unadj: 2.480 [1.970 3.122] | indivs AUC:0.670 Correlated most with: Maternal Diagnosis:9ccs167:Breast dx:-0.108 Diagnosis:9ccs128:Asthma:0.092 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.091 Newborn Diagnosis:9ccs191:Amnios dx:0.089 Maternal Maternal Procedure History:86580-otherPregnancy:-0.079 MatDeliveryAge:-0.078 Diagnosis:9ccs95:Oth nerv dx:-0.075 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.071 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.069 Maternal Maternal Lab History: WBC-otherPregnancy:0.069 * Vital: Wt for Length ZScore-latest | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.761 Correlated most with: Diagnosis:9ccs128:Asthma:0.102 Maternal Maternal Lab History: WBC-otherPregnancy:0.089 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.086 Maternal Vital: Wt-postPregnancy:0.085 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.083 Diagnosis:9ccs95:Oth nerv dx:-0.083 Maternal Diagnosis:9ccs185:Long pregncy:0.082 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.081 Number of Visits:0.073 Maternal Maternal Lab History: IRON-postPregnancy:-0.071 * Vital: Wt for Length ZScore-gain0to24 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.761 Correlated most with: Diagnosis:9ccs128:Asthma:0.102 Maternal Maternal Lab History: WBC-otherPregnancy:0.089 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.086 Maternal Vital: Wt-postPregnancy:0.085 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.083 Diagnosis:9ccs95:Oth nerv dx:-0.083 Maternal Diagnosis:9ccs185:Long pregncy:0.082 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.081 Number of Visits:0.073 Maternal Maternal Lab History: IRON-postPregnancy:-0.071 Vital: Wt Percentile-gain16to24 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 963 | OR_unadj: 0.991 [0.728 1.347] | indivs AUC:0.550 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.089 Maternal Diagnosis:9ccs39:Leukemias:-0.089 Number of Visits:-0.084 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.084 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.082 Diagnosis:9ccs115:Aneurysm:-0.082 Newborn Diagnosis:9ccs47:Ot bnign neo:-0.082 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.082 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.081 Diagnosis:9ccs143:Abdom hernia:-0.079 Vital: Wt for Len Percentile-gain5to10 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1318 | OR_unadj: 0.982 [0.778 1.240] | indivs AUC:0.558 Correlated most with: Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.075 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.074 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.072 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.068 Maternal Maternal Lab History: WEIGHT-postPregnancy:-0.067 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.066 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:-0.063 Maternal Maternal Lab History: PO2-postPregnancy:0.063 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.063 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.063 Vital: BMI-gain7to13 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1496 | OR_unadj: 1.138 [0.883 1.468] | indivs AUC:0.480 Correlated most with: Maternal Maternal Lab History: Varicella IgG-postPregnancy:0.119 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.107 Maternal Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:0.098 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.095 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.093 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.090 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.090 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.084 Maternal Maternal Lab History: HCG-otherPregnancy:-0.083 Maternal Maternal Lab History: PTT-otherPregnancy:0.080 Vital: Wt Percentile-gain13to19 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 812 | OR_unadj: 1.283 [0.948 1.736] | indivs AUC:0.545 Correlated most with: Maternal Diagnosis:9ccs172:Ovarian cyst:-0.093 Diagnosis:9ccs61:Sickle cell:-0.086 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.083 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:-0.082 Maternal Maternal Procedure History:90746-postPregnancy:0.077 Diagnosis:9ccs230:Fx leg:0.077 Maternal Diagnosis:9ccs39:Leukemias:0.075 Maternal Diagnosis:9ccs117:Ot circul dx:0.074 Maternal Vital: Wt Change-otherPregnancy:-0.073 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.072 Vital: HC-gain16to24 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1079 | OR_unadj: 1.219 [0.956 1.555] | indivs AUC:0.511 Correlated most with: Maternal Diagnosis:9ccs98:HTN:-0.089 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:0.083 Diagnosis:9ccs134:Ot uppr resp:-0.076 Number of Visits:-0.073 Maternal Vital: BP-otherPregnancy:-0.069 Maternal Maternal Lab History: RUBELLA-otherPregnancy:-0.063 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.062 Lab:306854 PLATELET COUNT - Sunrise:-0.061 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.060 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:0.060 Vital: Ht-gain5to10 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1443 | OR_unadj: 1.120 [0.888 1.414] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: MPV-postPregnancy:0.102 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.086 Maternal Maternal Lab History: PTT-otherPregnancy:-0.082 Maternal Vital: BMI Percentile-postPregnancy:-0.078 Maternal Maternal Lab History: AST-otherPregnancy:0.077 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.076 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:-0.074 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.074 Maternal Maternal Lab History: POTASSIUM-postPregnancy:0.072 Maternal Vital: Wt-otherPregnancy:-0.072 Vital: BMI-gain10to16 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1482 | OR_unadj: 0.877 [0.692 1.111] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: APTT-postPregnancy:-0.086 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.081 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.080 Maternal Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:-0.074 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.072 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.072 Number of Visits:0.069 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.068 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.068 Diagnosis:9ccs214:GI cong anom:0.062 * Vital: Wt for Length ZScore-avg7to10 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1346 | OR_unadj: 2.147 [1.708 2.700] | indivs AUC:0.675 Correlated most with: Diagnosis:9ccs128:Asthma:0.096 Diagnosis:9ccs95:Oth nerv dx:-0.088 Newborn Diagnosis:9ccs191:Amnios dx:0.084 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.083 Maternal Vital: Ht-postPregnancy:-0.081 Diagnosis:9ccs125:Bronchitis:0.080 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.075 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.075 Maternal Maternal Procedure History:S9470-postPregnancy:0.075 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.074 Vital: Ht-gain16to24 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1442 | OR_unadj: 0.985 [0.700 1.387] | indivs AUC:0.536 Correlated most with: Number of Visits:-0.094 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.077 Diagnosis:9ccs55:Fluid/elc dx:-0.073 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.072 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.070 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.070 Maternal Diagnosis:9ccs36:Thyroid cncr:-0.069 Maternal Diagnosis:9ccs39:Leukemias:-0.067 Newborn Diagnosis:9ccs106:Dysrhythmia:-0.066 Maternal Diagnosis:9ccs208:Acq foot def:-0.065 Vital: HC-avg0to1 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1207 | OR_unadj: 1.069 [0.849 1.345] | indivs AUC:0.564 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:-0.278 Newborn Diagnosis:9ccs219:Low birth wt:-0.277 Diagnosis:9ccs219:Low birth wt:-0.224 Maternal Diagnosis:9ccs185:Long pregncy:0.192 Maternal Maternal Lab History: CHOLIC ACID-postPregnancy:0.125 Lab:297262 HEMOGLOBIN (HEMOCUE):0.123 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy:0.118 Maternal Maternal Lab History: BILE ACIDS-postPregnancy:0.116 Newborn Diagnosis:9ccs222:Perint jaund:-0.113 Maternal Diagnosis:9ccs190:Fetal distrs:0.108 Vital: Ht-avg13to16 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1287 | OR_unadj: 1.259 [0.991 1.601] | indivs AUC:0.568 Correlated most with: Maternal Vital: Ht-postPregnancy:0.105 Maternal Diagnosis:9ccs185:Long pregncy:0.091 Diagnosis:9ccs240:Burns:0.087 Maternal Vital: Ht-otherPregnancy:0.086 Maternal Diagnosis:9ccs184:Early labor:-0.079 Newborn Diagnosis:9ccs219:Low birth wt:-0.078 Diagnosis:9ccs133:Oth low resp:0.071 Maternal Diagnosis:9ccs244:Other injury:0.070 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.069 Maternal Maternal Lab History: RBC-otherPregnancy:0.068 Vital: Ht-gain13to19 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1399 | OR_unadj: 1.182 [0.941 1.485] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs48:Thyroid dsor:-0.076 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.076 Diagnosis:9ccs130:Pleurisy:0.075 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.074 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.070 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.066 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.066 Maternal Vital: RR-otherPregnancy:-0.062 Diagnosis:9ccs243:Poisn nonmed:0.062 Maternal Diagnosis:9ccs183:HTN in preg:-0.061 * Vital: Wt-avg7to10 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1374 | OR_unadj: 2.112 [1.680 2.657] | indivs AUC:0.618 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.117 Maternal Diagnosis:9ccs244:Other injury:0.100 Newborn Diagnosis:9ccs219:Low birth wt:-0.089 Maternal Maternal Procedure History:S9470-postPregnancy:0.086 Maternal Diagnosis:9ccs184:Early labor:-0.084 Maternal Diagnosis:9ccs188:Pelvic obstr:0.081 Maternal Maternal Lab History: URINE PH-otherPregnancy:-0.080 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.079 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.077 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.075 Vital: Ht Percentile-gain13to19 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 832 | OR_unadj: 1.172 [0.894 1.536] | indivs AUC:0.476 Correlated most with: Maternal Diagnosis:9ccs172:Ovarian cyst:-0.093 Maternal Diagnosis:9ccs39:Leukemias:0.090 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:-0.075 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:0.074 Maternal Diagnosis:9ccs84:Headache/mig:-0.073 Diagnosis:9ccs244:Other injury:0.068 Newborn Diagnosis:9ccs191:Amnios dx:-0.067 Newborn Diagnosis:9ccs223:Birth trauma:-0.066 Maternal Diagnosis:9ccs126:Ot up rsp in:0.065 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.065 Vital: Ht Percentile-gain10to16 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 760 | OR_unadj: 0.965 [0.731 1.274] | indivs AUC:0.544 Correlated most with: Maternal Maternal Lab History: APTT-postPregnancy:-0.110 Diagnosis:9ccs0:No DX:0.103 Maternal Diagnosis:9ccs72:Anxiety dx:0.097 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.095 Diagnosis:9ccs105:Conduction:0.092 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.087 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.085 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.084 Maternal Diagnosis:9ccs93:Dizziness:0.081 Maternal Diagnosis:9ccs135:Intest infct:0.077 Vital: HC-gain1to5 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.445 Correlated most with: Number of Visits:0.113 Diagnosis:9ccs126:Ot up rsp in:0.097 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.089 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.088 Diagnosis:9ccs125:Bronchitis:0.086 Maternal Maternal Lab History: IRON-otherPregnancy:-0.086 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.080 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.080 Maternal Maternal Lab History: FERRITIN-otherPregnancy:-0.078 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.075 * Vital: Wt-avg10to13 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1417 | OR_unadj: 2.797 [2.219 3.525] | indivs AUC:0.670 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.105 Newborn Diagnosis:9ccs191:Amnios dx:0.091 Maternal Maternal Procedure History:S9470-postPregnancy:0.091 Diagnosis:9ccs128:Asthma:0.084 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.076 Diagnosis:9ccs143:Abdom hernia:0.075 Maternal Maternal Lab History: IRON-postPregnancy:-0.072 Maternal Diagnosis:9ccs190:Fetal distrs:0.071 Maternal Diagnosis:9ccs184:Early labor:-0.069 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.069 * Vital: Wt-gain0to24 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1411 | OR_unadj: 3.949 [3.118 5.001] | indivs AUC:0.735 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.102 Maternal Vital: Wt-postPregnancy:0.101 Maternal Diagnosis:9ccs184:Early labor:-0.095 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.091 Newborn Diagnosis:9ccs191:Amnios dx:0.090 Maternal Maternal Lab History: WBC-otherPregnancy:0.088 Diagnosis:9ccs128:Asthma:0.084 Diagnosis:9ccs120:Hemmorhoids:0.084 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.084 Maternal Diagnosis:9ccs244:Other injury:0.078 * Vital: Ht-latest | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1665 | OR_unadj: 1.383 [1.078 1.773] | indivs AUC:0.555 Correlated most with: Number of Visits:0.416 Diagnosis:9ccs126:Ot up rsp in:0.347 Diagnosis:9ccs10:Immuniz/scrn:0.289 Diagnosis:9ccs92:Otitis media:0.280 Diagnosis:9ccs7:Viral infect:0.183 Diagnosis:9ccs257:Ot aftercare:0.180 Diagnosis:9ccs135:Intest infct:0.160 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.146 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.145 Diagnosis:9ccs125:Bronchitis:0.140 Vital: Wt Change-avg13to16 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 626 | OR_unadj: 0.825 [0.577 1.179] | indivs AUC:0.528 Correlated most with: Number of Visits:-0.162 Maternal Maternal Procedure History:J7302-postPregnancy:-0.139 Diagnosis:9ccs61:Sickle cell:0.136 Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.128 Lab:294199 BILIRUBIN SCAN - LMC:-0.120 Diagnosis:9ccs92:Otitis media:-0.111 Diagnosis:9ccs125:Bronchitis:-0.087 Diagnosis:9ccs126:Ot up rsp in:-0.087 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.087 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.085 * Vital: HC-gain3to7 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1347 | OR_unadj: 1.370 [1.014 1.851] | indivs AUC:0.578 Correlated most with: Number of Visits:0.084 Maternal Vital: BP-otherPregnancy:0.080 Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:-0.072 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.072 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.072 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.072 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.071 Maternal Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.071 Maternal Vital: BP-postPregnancy:0.070 Maternal Vital: Wt-postPregnancy:0.069 * Vital: Ht Percentile-gain7to13 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 690 | OR_unadj: 1.479 [1.110 1.972] | indivs AUC:0.576 Correlated most with: Maternal Diagnosis:9ccs82:Paralysis:-0.105 Lab:294048 STOOL CULTURE - LMC:0.094 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.093 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.091 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.090 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.087 Diagnosis:9ccs229:Fx arm:0.086 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.085 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:-0.082 Lab:292495 LEAD LEVEL - Sunrise:-0.080 * Vital: Wt Change-latest | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 987 | OR_unadj: 1.430 [1.090 1.874] | indivs AUC:0.584 Correlated most with: Number of Visits:-0.196 Maternal Diagnosis:9ccs200:Oth skin dx:0.163 Diagnosis:9ccs92:Otitis media:-0.156 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.155 Diagnosis:9ccs257:Ot aftercare:-0.152 Diagnosis:9ccs61:Sickle cell:0.143 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.124 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:-0.123 Maternal Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:-0.123 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:0.122 * Vital: Ht-avg0to1 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1350 | OR_unadj: 1.413 [1.125 1.774] | indivs AUC:0.574 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.333 Maternal Diagnosis:9ccs184:Early labor:-0.327 Diagnosis:9ccs219:Low birth wt:-0.286 Maternal Diagnosis:9ccs185:Long pregncy:0.213 Maternal Diagnosis:9ccs183:HTN in preg:-0.149 Newborn Diagnosis:9ccs253:Allergy:-0.131 Newborn Diagnosis:9ccs221:Resp distres:-0.120 Lab:297262 HEMOGLOBIN (HEMOCUE):0.114 Newborn Diagnosis:9ccs222:Perint jaund:-0.114 Maternal Diagnosis:9ccs82:Paralysis:-0.111 * Vital: Wt-avg16to19 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1323 | OR_unadj: 3.040 [2.410 3.836] | indivs AUC:0.708 Correlated most with: Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.104 Maternal Maternal Lab History: WBC-otherPregnancy:0.098 Maternal Diagnosis:9ccs185:Long pregncy:0.097 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.083 Maternal Vital: Wt-postPregnancy:0.083 Maternal Maternal Lab History: CREATININE-postPregnancy:0.081 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:0.079 Maternal Diagnosis:9ccs184:Early labor:-0.078 Diagnosis:9ccs143:Abdom hernia:0.077 Newborn Diagnosis:9ccs219:Low birth wt:-0.074 Maternal Vital: HR-postPregnancy | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 489 | OR_unadj: 0.990 [0.709 1.381] | indivs AUC:0.489 Correlated most with: Maternal Vital: HR-postPregnancy:1.000 Maternal Vital: HR-otherPregnancy:0.289 Maternal Vital: PL-postPregnancy:0.208 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.180 Maternal Maternal Procedure History:93005-otherPregnancy:-0.148 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.146 Maternal Vital: PL-otherPregnancy:0.143 Maternal Vital: BP-postPregnancy:0.138 Maternal Vital: Wt Change-postPregnancy:0.137 Maternal Diagnosis:9ccs120:Hemmorhoids:0.133 Vital: Ht-avg7to10 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.483 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.153 Maternal Diagnosis:9ccs184:Early labor:-0.145 Maternal Diagnosis:9ccs185:Long pregncy:0.098 Maternal Diagnosis:9ccs188:Pelvic obstr:0.081 Diagnosis:9ccs219:Low birth wt:-0.081 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:-0.081 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.075 Maternal Vital: Ht-postPregnancy:0.073 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.070 Maternal Diagnosis:9ccs244:Other injury:0.069 * Vital: Wt for Len Percentile-avg16to19 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1294 | OR_unadj: 3.224 [2.551 4.073] | indivs AUC:0.735 Correlated most with: MatDeliveryAge:-0.089 Maternal Vital: Wt-postPregnancy:0.088 Maternal Diagnosis:9ccs185:Long pregncy:0.086 Maternal Maternal Lab History: WBC-otherPregnancy:0.078 Diagnosis:9ccs214:GI cong anom:-0.076 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.076 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.076 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.076 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.075 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.075 Maternal Vital: BMI-postPregnancy | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 476 | OR_unadj: 1.407 [0.733 2.700] | indivs AUC:0.525 Correlated most with: Maternal Vital: BMI-postPregnancy:1.000 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.391 Maternal Vital: BMI-otherPregnancy:0.377 Maternal Maternal Lab History: HCG-otherPregnancy:0.336 Maternal Maternal Procedure History:81000-postPregnancy:0.331 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.317 Maternal Maternal Lab History: INHMOM-postPregnancy:0.314 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.297 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.297 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.287 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1068 | OR_unadj: 1.150 [0.896 1.474] | indivs AUC:0.537 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.996 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.560 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.559 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.558 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.557 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.474 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.473 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.451 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.449 * Vital: Ht-avg3to5 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1321 | OR_unadj: 1.312 [1.007 1.711] | indivs AUC:0.550 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.209 Maternal Diagnosis:9ccs184:Early labor:-0.207 Diagnosis:9ccs219:Low birth wt:-0.174 Maternal Diagnosis:9ccs185:Long pregncy:0.157 Diagnosis:9ccs10:Immuniz/scrn:-0.152 Newborn Diagnosis:9ccs253:Allergy:-0.127 Diagnosis:9ccs255:Social admin:-0.111 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.100 Newborn Diagnosis:9ccs256:Exam/eval:-0.098 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.097 Vital: HC-gain5to10 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1329 | OR_unadj: 0.973 [0.772 1.226] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: IRON-postPregnancy:0.086 Maternal Maternal Lab History: MPV-postPregnancy:0.083 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.079 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.078 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.075 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.072 Diagnosis:9ccs257:Ot aftercare:0.070 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.065 Newborn Diagnosis:9ccs63:Wht blood dx:0.065 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.065 * Vital: Wt Change-avg16to19 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 716 | OR_unadj: 1.806 [1.349 2.418] | indivs AUC:0.529 Correlated most with: Number of Visits:-0.170 Diagnosis:9ccs92:Otitis media:-0.130 Maternal Diagnosis:9ccs208:Acq foot def:0.126 Maternal Diagnosis:9ccs90:Eye infectn:0.115 Diagnosis:9ccs239:Superfic inj:-0.097 Diagnosis:9ccs125:Bronchitis:-0.097 Diagnosis:9ccs7:Viral infect:-0.097 Diagnosis:9ccs128:Asthma:-0.090 Diagnosis:9ccs257:Ot aftercare:-0.086 Diagnosis:9ccs126:Ot up rsp in:-0.086 Vital: Wt for Len Percentile-gain13to19 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1313 | OR_unadj: 0.996 [0.788 1.258] | indivs AUC:0.551 Correlated most with: Maternal Vital: RR-otherPregnancy:-0.083 Maternal Diagnosis:9ccs48:Thyroid dsor:-0.080 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.077 Maternal Maternal Lab History: LDL-postPregnancy:-0.075 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.075 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.074 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.071 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.070 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.070 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.069 * Vital: Wt for Len Percentile-gain3to7 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1184 | OR_unadj: 1.549 [1.223 1.962] | indivs AUC:0.532 Correlated most with: Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.087 Newborn Diagnosis:9ccs224:Ot perint dx:-0.080 Diagnosis:9ccs204:Ot joint dx:0.079 Diagnosis:9ccs76:Meningitis:0.071 Diagnosis:9ccs92:Otitis media:0.069 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.069 Maternal Vital: Ht-postPregnancy:-0.065 Lab:294048 STOOL CULTURE - LMC:-0.064 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.064 Maternal Maternal Lab History: RET %-postPregnancy:-0.063 * Vital: Wt for Len Percentile-avg13to16 | coef 0.003 95% CI: [0.001 , 0.006] | OR_adj 1.003 [1.001 1.006] | occ: 1286 | OR_unadj: 2.171 [1.726 2.731] | indivs AUC:0.666 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.104 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.078 MatDeliveryAge:-0.076 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.076 Diagnosis:9ccs147:Anal/rectal:0.072 Maternal Diagnosis:9ccs188:Pelvic obstr:0.071 Maternal Diagnosis:9ccs186:DM in preg:-0.069 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.068 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.067 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.065 * Vital: Wt for Len Percentile-gain0to24 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1392 | OR_unadj: 3.861 [3.032 4.917] | indivs AUC:0.753 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.102 Maternal Vital: Wt-postPregnancy:0.092 Diagnosis:9ccs128:Asthma:0.080 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.070 Diagnosis:9ccs243:Poisn nonmed:0.068 Diagnosis:9ccs95:Oth nerv dx:-0.066 Diagnosis:9ccs214:GI cong anom:-0.066 Maternal Diagnosis:9ccs184:Early labor:-0.064 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.063 Diagnosis:9ccs246:FUO:0.062 Vital: Wt Percentile-gain10to16 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 742 | OR_unadj: 0.895 [0.668 1.200] | indivs AUC:0.486 Correlated most with: Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.164 Diagnosis:9ccs0:No DX:0.147 Maternal Maternal Lab History: APTT-postPregnancy:-0.102 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.096 Maternal Diagnosis:9ccs117:Ot circul dx:-0.094 Diagnosis:9ccs230:Fx leg:-0.093 Diagnosis:9ccs105:Conduction:0.091 Maternal Diagnosis:9ccs135:Intest infct:0.087 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.086 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.085 Vital: Wt for Length ZScore-avg0to1 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1343 | OR_unadj: 1.177 [0.935 1.480] | indivs AUC:0.554 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:-0.099 Newborn Diagnosis:9ccs219:Low birth wt:-0.098 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.087 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.082 Diagnosis:9ccs151:Oth liver dx:-0.081 Maternal Diagnosis:9ccs49:DiabMel no c:0.079 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.077 Maternal Vital: RR-otherPregnancy:-0.077 Diagnosis:9ccs216:Nerv cong an:-0.074 Diagnosis:9ccs122:Pneumonia:0.074 Vital: Wt for Length ZScore-gain0to3 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1343 | OR_unadj: 1.177 [0.935 1.480] | indivs AUC:0.554 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:-0.099 Newborn Diagnosis:9ccs219:Low birth wt:-0.098 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.087 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.082 Diagnosis:9ccs151:Oth liver dx:-0.081 Maternal Diagnosis:9ccs49:DiabMel no c:0.079 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.077 Maternal Vital: RR-otherPregnancy:-0.077 Diagnosis:9ccs216:Nerv cong an:-0.074 Diagnosis:9ccs122:Pneumonia:0.074 Vital: Wt for Len Percentile-gain10to16 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1330 | OR_unadj: 1.141 [0.909 1.433] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.091 Maternal Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:-0.081 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.071 Newborn Diagnosis:9ccs162:Ot dx bladdr:-0.070 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.069 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.069 Maternal Maternal Lab History: GTT 90 MIN-postPregnancy:-0.068 Maternal Maternal Lab History: APTT-postPregnancy:-0.067 Newborn Diagnosis:9ccs223:Birth trauma:0.064 Diagnosis:9ccs142:Appendicitis:-0.064 * Vital: Ht Percentile-avg16to19 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 747 | OR_unadj: 1.399 [1.073 1.825] | indivs AUC:0.547 Correlated most with: Maternal Vital: Ht-postPregnancy:0.086 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.082 Maternal Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.079 Maternal Maternal Procedure History:J1055-postPregnancy:-0.076 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.076 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.074 Maternal Maternal Procedure History:90772-postPregnancy:-0.074 Maternal Maternal Procedure History:59430-postPregnancy:-0.073 Diagnosis:9ccs147:Anal/rectal:0.072 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:-0.071 Vital: HC-avg13to16 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 973 | OR_unadj: 1.129 [0.890 1.433] | indivs AUC:0.554 Correlated most with: Maternal Maternal Procedure History:S9470-otherPregnancy:-0.087 Maternal Diagnosis:9ccs190:Fetal distrs:0.084 Maternal Diagnosis:9ccs102:Chest pain:0.082 Lab:297262 HEMOGLOBIN (HEMOCUE):0.082 Maternal Diagnosis:9ccs238:Complic proc:0.077 Diagnosis:9ccs143:Abdom hernia:0.073 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.071 Newborn Diagnosis:9ccs224:Ot perint dx:0.068 Diagnosis:9ccs229:Fx arm:0.067 Maternal Diagnosis:9ccs143:Abdom hernia:0.067 * Maternal Vital: Ht-postPregnancy | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 482 | OR_unadj: 0.662 [0.460 0.953] | indivs AUC:0.495 Correlated most with: Maternal Vital: Ht-postPregnancy:1.000 Maternal Vital: Ht-otherPregnancy:0.602 Maternal Vital: Wt-postPregnancy:0.305 Maternal Vital: Wt-otherPregnancy:0.236 Maternal Vital: BP-postPregnancy:0.158 Maternal Maternal Procedure History:99000-postPregnancy:0.148 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.148 Maternal Vital: Ht Percentile-postPregnancy:0.148 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.146 Maternal Vital: BP-otherPregnancy:0.145 Vital: Wt Change-avg10to13 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 616 | OR_unadj: 1.170 [0.832 1.646] | indivs AUC:0.539 Correlated most with: Maternal Maternal Procedure History:J7302-postPregnancy:0.145 Maternal Maternal Lab History: IRON-postPregnancy:-0.143 Maternal Maternal Lab History: UIBC-postPregnancy:0.134 Number of Visits:-0.133 Maternal Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:-0.119 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:-0.119 Maternal Maternal Lab History: FERRITIN-otherPregnancy:-0.115 Diagnosis:9ccs92:Otitis media:-0.114 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.110 Maternal Diagnosis:9ccs90:Eye infectn:0.103 Vital: HR-avg7to10 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 429 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.558 Correlated most with: Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:0.146 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:0.146 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:-0.117 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.106 Maternal Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:0.101 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.100 Maternal Diagnosis:9ccs202:Rheum arth:0.098 Maternal Maternal Procedure History:87880-postPregnancy:0.097 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.090 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.090 Vital: Wt Percentile-gain7to13 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 663 | OR_unadj: 1.165 [0.818 1.659] | indivs AUC:0.568 Correlated most with: Maternal Maternal Lab History: HCG-otherPregnancy:-0.180 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.179 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.175 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.175 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.165 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.155 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.144 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.142 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.135 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:0.129 Maternal Vital: BP-postPregnancy | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 581 | OR_unadj: 0.781 [0.558 1.093] | indivs AUC:0.490 Correlated most with: Maternal Vital: BP-postPregnancy:1.000 Maternal Vital: BP-otherPregnancy:0.422 Maternal Vital: Wt-postPregnancy:0.321 Maternal Vital: Wt-otherPregnancy:0.202 Maternal Vital: Ht-postPregnancy:0.158 Maternal Vital: PL-otherPregnancy:0.157 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.142 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.142 Maternal Vital: HR-postPregnancy:0.138 Maternal Maternal Lab History: VLDL-postPregnancy:0.121 * Vital: Wt-avg13to16 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1316 | OR_unadj: 2.403 [1.908 3.025] | indivs AUC:0.668 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.109 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.100 Maternal Diagnosis:9ccs8:Oth infectns:0.088 Maternal Maternal Lab History: WBC-otherPregnancy:0.086 Diagnosis:9ccs136:Teeth dx:-0.078 Maternal Diagnosis:9ccs190:Fetal distrs:0.078 Diagnosis:9ccs143:Abdom hernia:0.077 Maternal Diagnosis:9ccs188:Pelvic obstr:0.077 Maternal Vital: Wt-postPregnancy:0.077 Diagnosis:9ccs147:Anal/rectal:0.077 Vital: HR-avg13to16 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 418 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.481 Correlated most with: Diagnosis:9ccs228:Fx skull fac:0.156 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.141 Maternal Diagnosis:9ccs202:Rheum arth:0.123 Maternal Diagnosis:9ccs142:Appendicitis:0.097 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.092 Maternal Diagnosis:9ccs75:Hx mental dx:0.089 Newborn Diagnosis:9ccs252:Fatigue:0.087 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.084 Maternal Maternal Lab History: VLDL-otherPregnancy:0.084 Newborn Diagnosis:9ccs220:Birth asphyx:0.083 Vital: Ht Percentile-gain5to10 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 590 | OR_unadj: 0.909 [0.659 1.253] | indivs AUC:0.501 Correlated most with: Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.139 Maternal Maternal Lab History: IRON-postPregnancy:0.105 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.100 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.099 Maternal Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:-0.098 Maternal Diagnosis:9ccs169:Endometrios:0.096 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:-0.095 Maternal Maternal Lab History: PROGESTERONE-postPregnancy:0.089 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.085 Maternal Maternal Lab History: APTT-postPregnancy:0.084 * Vital: Ht-avg16to19 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1291 | OR_unadj: 1.538 [1.221 1.939] | indivs AUC:0.568 Correlated most with: Maternal Diagnosis:9ccs215:gu cong anom:0.153 Maternal Vital: Ht-postPregnancy:0.106 Maternal Diagnosis:9ccs184:Early labor:-0.096 Maternal Vital: Ht-otherPregnancy:0.092 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.086 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:0.082 Maternal Maternal Procedure History:59430-postPregnancy:-0.077 Maternal Diagnosis:9ccs155:Other GI dx:0.076 Maternal Diagnosis:9ccs36:Thyroid cncr:0.075 Diagnosis:9ccs147:Anal/rectal:0.075 * Vital: HC-avg1to3 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1235 | OR_unadj: 1.366 [1.082 1.723] | indivs AUC:0.544 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.245 Maternal Diagnosis:9ccs184:Early labor:-0.244 Diagnosis:9ccs219:Low birth wt:-0.191 Maternal Maternal Procedure History:92551-postPregnancy:-0.164 Maternal Diagnosis:9ccs185:Long pregncy:0.147 Newborn Diagnosis:9ccs221:Resp distres:-0.114 Maternal Diagnosis:9ccs82:Paralysis:-0.106 Lab:297262 HEMOGLOBIN (HEMOCUE):0.102 Newborn Diagnosis:9ccs222:Perint jaund:-0.094 Maternal Diagnosis:9ccs182:Hemorr preg:-0.094 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1073 | OR_unadj: 1.178 [0.920 1.510] | indivs AUC:0.544 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.996 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.560 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.558 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.558 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.556 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.473 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.472 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.450 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.449 * Vital: HC-avg7to10 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1119 | OR_unadj: 1.386 [1.102 1.744] | indivs AUC:0.563 Correlated most with: Maternal Diagnosis:9ccs244:Other injury:0.092 Newborn Diagnosis:9ccs219:Low birth wt:-0.084 Lab:297262 HEMOGLOBIN (HEMOCUE):0.083 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.082 Maternal Diagnosis:9ccs185:Long pregncy:0.081 Maternal Diagnosis:9ccs138:Esophgeal dx:-0.078 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.078 Diagnosis:9ccs232:Sprain:0.074 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.074 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.074 * Vital: Wt Percentile-avg16to19 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 746 | OR_unadj: 2.004 [1.568 2.561] | indivs AUC:0.605 Correlated most with: Maternal Vital: Wt-postPregnancy:0.092 Maternal Maternal Lab History: LEAD LEVEL-postPregnancy:-0.088 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.084 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.083 Maternal Diagnosis:9ccs185:Long pregncy:0.081 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.080 Maternal Maternal Lab History: IRON-postPregnancy:-0.078 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.076 Diagnosis:9ccs136:Teeth dx:-0.076 Maternal Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.074 Vital: HC-avg3to5 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1164 | OR_unadj: 1.089 [0.860 1.379] | indivs AUC:0.511 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.154 Maternal Diagnosis:9ccs184:Early labor:-0.150 Maternal Diagnosis:9ccs185:Long pregncy:0.136 Newborn Diagnosis:9ccs221:Resp distres:-0.100 Diagnosis:9ccs219:Low birth wt:-0.091 Lab:297262 HEMOGLOBIN (HEMOCUE):0.089 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.083 Maternal Diagnosis:9ccs102:Chest pain:0.081 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.081 Newborn Diagnosis:9ccs224:Ot perint dx:0.079 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1116 | OR_unadj: 1.314 [1.027 1.682] | indivs AUC:0.519 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.998 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.512 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.511 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.345 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.344 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.213 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.213 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.195 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.195 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1129 | OR_unadj: 1.087 [0.853 1.386] | indivs AUC:0.475 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.999 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.511 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.511 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.309 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.309 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.258 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.257 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.245 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.244 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1122 | OR_unadj: 1.304 [1.019 1.669] | indivs AUC:0.514 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.998 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.511 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.511 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.345 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.345 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.214 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.213 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.196 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.195 Vital: Wt Percentile-gain3to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 491 | OR_unadj: 1.157 [0.795 1.685] | indivs AUC:0.536 Correlated most with: Diagnosis:9ccs181:Ot preg comp:-0.138 Maternal Maternal Lab History: LEAD LEVEL-otherPregnancy:0.131 Maternal Diagnosis:9ccs84:Headache/mig:0.119 Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:-0.112 Maternal Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:-0.112 Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.108 Newborn Diagnosis:9ccs220:Birth asphyx:0.098 Maternal Maternal Lab History: APTT-postPregnancy:-0.092 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:-0.091 Maternal Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.090 * Vital: Wt for Len Percentile-avg7to10 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1339 | OR_unadj: 2.266 [1.799 2.853] | indivs AUC:0.670 Correlated most with: Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.088 Diagnosis:9ccs128:Asthma:0.084 Diagnosis:9ccs95:Oth nerv dx:-0.083 Maternal Maternal Lab History: APTT-postPregnancy:-0.082 Diagnosis:9ccs125:Bronchitis:0.077 Maternal Maternal Procedure History:S9470-postPregnancy:0.076 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.075 MatDeliveryAge:-0.073 Maternal Maternal Lab History: RDW-postPregnancy:0.071 Maternal Vital: Ht-postPregnancy:-0.069 * Vital: Ht-avg5to7 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1348 | OR_unadj: 1.486 [1.156 1.909] | indivs AUC:0.540 Correlated most with: Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.270 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.243 Maternal Diagnosis:9ccs184:Early labor:-0.152 Newborn Diagnosis:9ccs219:Low birth wt:-0.150 Lab:306854 PLATELET COUNT - Sunrise:-0.127 Maternal Diagnosis:9ccs185:Long pregncy:0.115 Diagnosis:9ccs219:Low birth wt:-0.106 Diagnosis:9ccs3:Oth bact inf:0.097 Newborn Diagnosis:9ccs218:Liveborn:-0.097 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.096 Vital: Ht Percentile-avg5to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 474 | OR_unadj: 1.174 [0.856 1.610] | indivs AUC:0.517 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.108 Maternal Maternal Procedure History:97803-otherPregnancy:-0.095 Maternal Maternal Procedure History:59430-postPregnancy:-0.091 Maternal Vital: Ht-postPregnancy:0.090 Diagnosis:9ccs117:Ot circul dx:-0.088 Maternal Maternal Lab History: PROGESTERONE-postPregnancy:-0.087 Maternal Maternal Lab History: UIBC-postPregnancy:-0.084 Diagnosis:9ccs219:Low birth wt:-0.082 Maternal Maternal Lab History: TSH-postPregnancy:0.081 Newborn Diagnosis:9ccs217:Ot cong anom:0.081 * Maternal Maternal Lab History: MPV-postPregnancy | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 481 | OR_unadj: 0.644 [0.440 0.942] | indivs AUC:0.484 Correlated most with: Maternal Maternal Lab History: MPV-postPregnancy:1.000 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:-0.417 Maternal Maternal Lab History: MPV-otherPregnancy:0.404 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.240 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.217 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:-0.207 Maternal Maternal Lab History: TSH-postPregnancy:0.173 Maternal Maternal Lab History: RBC-postPregnancy:-0.163 Maternal Maternal Lab History: RDW-postPregnancy:0.160 Maternal Maternal Lab History: LDH-postPregnancy:0.157 * Vital: HC-avg5to7 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1177 | OR_unadj: 1.779 [1.148 2.758] | indivs AUC:0.570 Correlated most with: Newborn Diagnosis:9ccs63:Wht blood dx:-0.326 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.314 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.189 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.173 Diagnosis:9ccs10:Immuniz/scrn:-0.162 Maternal Maternal Lab History: IRON-postPregnancy:-0.156 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.154 Diagnosis:9ccs3:Oth bact inf:-0.152 Maternal Maternal Lab History: HBV DNA-postPregnancy:-0.147 Diagnosis:9ccs255:Social admin:-0.137 Vital: RR-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 795 | OR_unadj: 1.214 [0.892 1.653] | indivs AUC:0.480 Correlated most with: Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.150 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.148 Maternal Maternal Lab History: PATIENT-postPregnancy:0.141 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.136 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.128 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.126 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.123 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:0.121 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.118 Diagnosis:9ccs188:Pelvic obstr:0.100 * Vital: Ht Percentile-avg19to24 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 931 | OR_unadj: 1.595 [1.246 2.040] | indivs AUC:0.596 Correlated most with: Maternal Vital: Ht-postPregnancy:0.126 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.086 Diagnosis:9ccs229:Fx arm:0.084 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.084 Diagnosis:9ccs136:Teeth dx:-0.078 Maternal Maternal Procedure History:59430-postPregnancy:-0.077 Diagnosis:9ccs59:Anemia:-0.076 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.073 Maternal Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.072 Maternal Maternal Lab History: LEAD LEVEL-postPregnancy:-0.071 Vital: HC-gain13to19 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1054 | OR_unadj: 1.081 [0.862 1.357] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.069 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.068 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.068 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.068 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:-0.064 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.063 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.062 Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.062 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.062 Diagnosis:9ccs166:Oth male gen:-0.060 Vital: Ht Percentile-gain3to7 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 514 | OR_unadj: 0.967 [0.692 1.353] | indivs AUC:0.509 Correlated most with: Maternal Diagnosis:9ccs172:Ovarian cyst:0.110 Newborn Diagnosis:9ccs166:Oth male gen:0.094 Lab:294199 BILIRUBIN SCAN - LMC:0.094 Maternal Maternal Lab History: LEAD LEVEL-otherPregnancy:0.088 Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:-0.085 Maternal Maternal Lab History: ANION GAP-postPregnancy:-0.083 Maternal Maternal Lab History: IRON-otherPregnancy:0.080 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.080 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.080 Maternal Diagnosis:9ccs208:Acq foot def:0.079 Vital: HR-avg10to13 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 456 | OR_unadj: 1.345 [0.952 1.900] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:-0.098 Maternal Maternal Lab History: PO2-postPregnancy:-0.096 Diagnosis:9ccs129:Asp pneumon:0.094 Maternal Maternal Procedure History:20550-postPregnancy:-0.083 Maternal Maternal Procedure History:J3301-postPregnancy:-0.083 Maternal Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:0.082 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.080 Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:0.080 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:0.080 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.078 Vital: HR-avg16to19 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 366 | OR_unadj: 1.321 [0.899 1.943] | indivs AUC:0.492 Correlated most with: Diagnosis:9ccs231:Oth fracture:0.137 Diagnosis:9ccs2619:e codes: other specified- nec:0.116 Maternal Diagnosis:9ccs135:Intest infct:0.102 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.100 Diagnosis:9ccs228:Fx skull fac:0.098 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.092 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.089 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.085 Diagnosis:9ccs125:Bronchitis:0.084 Newborn Diagnosis:9ccs217:Ot cong anom:0.083 Vital: HC-avg10to13 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1210 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.608 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.296 Number of Visits:-0.273 Diagnosis:9ccs255:Social admin:-0.264 Diagnosis:9ccs126:Ot up rsp in:-0.240 Diagnosis:9ccs7:Viral infect:-0.222 Diagnosis:9ccs257:Ot aftercare:-0.195 Diagnosis:9ccs92:Otitis media:-0.179 Diagnosis:9ccs125:Bronchitis:-0.138 Diagnosis:9ccs59:Anemia:-0.135 Diagnosis:9ccs135:Intest infct:-0.125 Maternal Vital: Wt-postPregnancy | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 587 | OR_unadj: 1.252 [0.913 1.716] | indivs AUC:0.554 Correlated most with: Maternal Vital: Wt-postPregnancy:1.000 Maternal Vital: Wt-otherPregnancy:0.621 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.360 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.344 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.321 Maternal Vital: BP-postPregnancy:0.321 Maternal Vital: Ht-postPregnancy:0.305 Maternal Vital: BP-otherPregnancy:0.276 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.256 Maternal Vital: Ht-otherPregnancy:0.240 * Vital: Wt for Len Percentile-avg19to24 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1398 | OR_unadj: 3.884 [3.049 4.948] | indivs AUC:0.767 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.104 Maternal Vital: Wt-postPregnancy:0.093 Diagnosis:9ccs128:Asthma:0.082 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.071 Diagnosis:9ccs243:Poisn nonmed:0.069 Diagnosis:9ccs214:GI cong anom:-0.066 Maternal Diagnosis:9ccs184:Early labor:-0.065 Diagnosis:9ccs95:Oth nerv dx:-0.064 Diagnosis:9ccs246:FUO:0.062 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.062 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1123 | OR_unadj: 1.089 [0.854 1.390] | indivs AUC:0.472 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.999 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.512 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.511 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.310 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.309 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.257 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.257 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.245 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.245 Vital: Ht Percentile-gain1to5 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 452 | OR_unadj: 0.762 [0.526 1.105] | indivs AUC:0.466 Correlated most with: Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.162 Newborn Diagnosis:9ccs220:Birth asphyx:0.121 Maternal Maternal Lab History: UIBC-postPregnancy:-0.112 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.112 Maternal Maternal Lab History: PROGESTERONE-postPregnancy:-0.110 Maternal Diagnosis:9ccs198:Ot infl skin:0.106 Maternal Maternal Lab History: MONOS-otherPregnancy:-0.099 Maternal Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:-0.098 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.093 Maternal Maternal Lab History: TSH-postPregnancy:0.091 Vital: Wt Percentile-gain5to10 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 574 | OR_unadj: 0.822 [0.563 1.199] | indivs AUC:0.524 Correlated most with: Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:0.145 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.112 Diagnosis:9ccs61:Sickle cell:-0.103 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.102 Maternal Diagnosis:9ccs169:Endometrios:0.100 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.096 Diagnosis:9ccs92:Otitis media:0.091 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.086 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.083 Maternal Maternal Lab History: IRON-postPregnancy:0.083 * Vital: Ht Percentile-avg10to13 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 660 | OR_unadj: 1.758 [1.345 2.298] | indivs AUC:0.555 Correlated most with: Diagnosis:9ccs223:Birth trauma:0.096 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.089 Maternal Maternal Lab History: LEAD LEVEL-postPregnancy:-0.086 Maternal Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.083 Maternal Diagnosis:9ccs184:Early labor:-0.080 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.080 Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.080 Maternal Maternal Lab History: TEST NAME-otherPregnancy:0.077 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.075 Maternal Diagnosis:9ccs185:Long pregncy:0.075 Maternal Maternal Lab History: WBC-postPregnancy | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 549 | OR_unadj: 1.015 [0.727 1.418] | indivs AUC:0.526 Correlated most with: Maternal Maternal Lab History: WBC-postPregnancy:1.000 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.789 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.661 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.550 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.465 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.356 Maternal Maternal Lab History: WBC-otherPregnancy:0.296 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.233 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.228 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:-0.222 Vital: Ht Percentile-avg13to16 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 661 | OR_unadj: 1.285 [0.973 1.695] | indivs AUC:0.545 Correlated most with: Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.088 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.088 Maternal Vital: Ht-postPregnancy:0.088 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.085 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.084 Maternal Maternal Lab History: TSH-postPregnancy:0.078 Maternal Diagnosis:9ccs184:Early labor:-0.077 Maternal Maternal Procedure History:59430-postPregnancy:-0.075 Maternal Maternal Lab History: TEST NAME-otherPregnancy:0.075 Newborn Diagnosis:9ccs223:Birth trauma:0.074 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1067 | OR_unadj: 1.024 [0.789 1.329] | indivs AUC:0.503 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.998 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.507 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.506 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.481 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.480 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.444 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.443 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.351 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.348 * Vital: HR-avg5to7 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 318 | OR_unadj: 2.013 [1.408 2.877] | indivs AUC:0.546 Correlated most with: Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.182 Diagnosis:9ccs221:Resp distres:0.164 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.151 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.138 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.130 Diagnosis:9ccs228:Fx skull fac:0.125 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.123 Maternal Maternal Procedure History:93005-otherPregnancy:0.119 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.116 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.116 * Vital: Wt for Len Percentile-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1601 | OR_unadj: 4.255 [3.294 5.497] | indivs AUC:0.751 Correlated most with: Diagnosis:9ccs128:Asthma:0.102 Maternal Diagnosis:9ccs185:Long pregncy:0.092 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.080 Diagnosis:9ccs95:Oth nerv dx:-0.074 Diagnosis:9ccs138:Esophgeal dx:-0.073 Maternal Vital: Wt-postPregnancy:0.072 Maternal Maternal Lab History: MCH-postPregnancy:-0.071 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.070 Maternal Maternal Lab History: IRON-postPregnancy:-0.069 Maternal Maternal Lab History: WBC-otherPregnancy:0.068 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1123 | OR_unadj: 1.195 [0.939 1.521] | indivs AUC:0.509 Correlated most with: Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.996 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.386 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.385 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.383 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.382 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.356 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.355 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.345 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.345 * Vital: Ht-avg19to24 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1391 | OR_unadj: 1.584 [1.262 1.987] | indivs AUC:0.584 Correlated most with: Maternal Maternal Procedure History:90801-postPregnancy:-0.156 Maternal Maternal Lab History: TSH-postPregnancy:-0.137 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.133 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.124 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.121 Maternal Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:-0.119 Maternal Maternal Lab History: A/G RATIO-postPregnancy:0.119 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.111 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.111 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.107 Vital: Ht Percentile-gain0to3 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 388 | OR_unadj: 1.032 [0.709 1.504] | indivs AUC:0.540 Correlated most with: Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.159 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.136 Maternal Maternal Procedure History:97803-otherPregnancy:0.133 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.119 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.119 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.118 Maternal Diagnosis:9ccs58:Ot nutrit dx:-0.117 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:-0.116 Maternal Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:-0.114 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.108 Vital: HR-avg19to24 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 455 | OR_unadj: 1.253 [0.883 1.777] | indivs AUC:0.503 Correlated most with: Maternal Diagnosis:9ccs126:Ot up rsp in:0.116 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:-0.093 Maternal Maternal Lab History: FOLATE-postPregnancy:-0.088 Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:-0.084 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:-0.084 Diagnosis:9ccs167:Breast dx:0.082 Lab:294199 BILIRUBIN SCAN - LMC:0.081 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:-0.078 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:-0.078 Maternal Diagnosis:9ccs75:Hx mental dx:0.078 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1124 | OR_unadj: 1.167 [0.908 1.500] | indivs AUC:0.513 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.999 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.337 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.336 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.310 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.309 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.300 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.298 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.293 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.292 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1118 | OR_unadj: 1.172 [0.912 1.506] | indivs AUC:0.517 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.999 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.337 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.335 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.310 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.310 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.300 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.299 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.293 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.293 Vital: Wt Change-avg7to10 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 504 | OR_unadj: 0.896 [0.600 1.337] | indivs AUC:0.505 Correlated most with: Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.141 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.141 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.130 Diagnosis:9ccs92:Otitis media:-0.126 Number of Visits:-0.120 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.103 Diagnosis:9ccs125:Bronchitis:-0.100 Maternal Maternal Procedure History:90656-postPregnancy:0.100 Maternal Diagnosis:9ccs90:Eye infectn:0.098 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.089 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 550 | OR_unadj: 0.945 [0.680 1.314] | indivs AUC:0.538 Correlated most with: Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:1.000 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.441 Maternal Maternal Lab History: MPV-postPregnancy:-0.417 Maternal Maternal Lab History: MCH-postPregnancy:-0.211 Maternal Maternal Lab History: MCV-postPregnancy:-0.195 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.195 Maternal Maternal Lab History: RBC-postPregnancy:0.190 Maternal Maternal Lab History: MPV-otherPregnancy:-0.177 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.148 Maternal Maternal Lab History: GLOBULIN-postPregnancy:0.148 Maternal Maternal Lab History: RBC-postPregnancy | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 550 | OR_unadj: 0.781 [0.564 1.080] | indivs AUC:0.495 Correlated most with: Maternal Maternal Lab History: RBC-postPregnancy:1.000 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.770 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.690 Maternal Maternal Lab History: MCH-postPregnancy:-0.345 Maternal Maternal Lab History: MCV-postPregnancy:-0.322 Maternal Maternal Lab History: RBC-otherPregnancy:0.290 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.286 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.270 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.261 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.230 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 504 | OR_unadj: 1.043 [0.709 1.532] | indivs AUC:0.531 Correlated most with: Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.447 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.354 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.312 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.292 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.289 Maternal Maternal Lab History: RBC-postPregnancy:0.230 Maternal Maternal Lab History: WBC-postPregnancy:-0.205 Diagnosis:9ccs109:Acute CVD:0.175 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.166 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1123 | OR_unadj: 1.078 [0.842 1.380] | indivs AUC:0.554 Correlated most with: Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:1.000 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.996 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.736 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.734 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.673 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.670 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.639 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.638 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.623 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.621 * Vital: Wt for Len Percentile-avg10to13 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1404 | OR_unadj: 2.684 [2.131 3.381] | indivs AUC:0.669 Correlated most with: Diagnosis:9ccs128:Asthma:0.105 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.090 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080 MatDeliveryAge:-0.077 Newborn Diagnosis:9ccs191:Amnios dx:0.074 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.074 Maternal Diagnosis:9ccs190:Fetal distrs:0.073 Diagnosis:9ccs95:Oth nerv dx:-0.071 Diagnosis:9ccs143:Abdom hernia:0.069 Maternal Diagnosis:9ccs185:Long pregncy:0.069 Maternal Maternal Lab History: MCH-postPregnancy | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 550 | OR_unadj: 0.875 [0.645 1.187] | indivs AUC:0.523 Correlated most with: Maternal Maternal Lab History: MCH-postPregnancy:1.000 Maternal Maternal Lab History: MCV-postPregnancy:0.745 Maternal Maternal Lab History: RDW-postPregnancy:-0.561 Maternal Maternal Lab History: MCH-otherPregnancy:0.447 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.397 Maternal Maternal Lab History: MCV-otherPregnancy:0.389 Maternal Maternal Lab History: RBC-postPregnancy:-0.345 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.289 Maternal Maternal Lab History: RDW-otherPregnancy:-0.273 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:-0.211 * Vital: Ht Percentile-gain0to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 926 | OR_unadj: 1.596 [1.246 2.043] | indivs AUC:0.590 Correlated most with: Maternal Vital: Ht-postPregnancy:0.126 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.084 Diagnosis:9ccs229:Fx arm:0.084 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.084 Maternal Maternal Procedure History:59430-postPregnancy:-0.077 Diagnosis:9ccs136:Teeth dx:-0.075 Diagnosis:9ccs59:Anemia:-0.074 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.073 Maternal Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.072 Maternal Maternal Lab History: LEAD LEVEL-postPregnancy:-0.071 * Vital: Wt Percentile-gain1to5 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 424 | OR_unadj: 0.622 [0.403 0.960] | indivs AUC:0.467 Correlated most with: Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.136 Maternal Maternal Lab History: IRON-otherPregnancy:-0.125 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.119 Maternal Diagnosis:9ccs140:Gastritis:0.118 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:-0.117 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.113 Maternal Maternal Procedure History:90801-postPregnancy:0.104 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.098 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:-0.097 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.096 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1061 | OR_unadj: 1.018 [0.783 1.322] | indivs AUC:0.501 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.998 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.508 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.506 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.482 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.481 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.445 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.443 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.349 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.347 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1126 | OR_unadj: 1.150 [0.895 1.477] | indivs AUC:0.424 Correlated most with: Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:1.000 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.996 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.736 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.734 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.693 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.688 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.674 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.670 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.654 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.649 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 550 | OR_unadj: 1.000 [0.742 1.347] | indivs AUC:0.522 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:1.000 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.945 Maternal Maternal Lab History: RBC-postPregnancy:0.690 Maternal Maternal Lab History: RDW-postPregnancy:-0.496 Maternal Maternal Lab History: MCH-postPregnancy:0.397 Maternal Maternal Lab History: MCV-postPregnancy:0.389 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.377 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.325 Maternal Maternal Lab History: MCH-otherPregnancy:0.281 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.274 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1120 | OR_unadj: 1.164 [0.907 1.495] | indivs AUC:0.426 Correlated most with: Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:1.000 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.996 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.736 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.733 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.691 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.689 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.673 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.671 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.652 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.649 Maternal Maternal Lab History: MCV-postPregnancy | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 550 | OR_unadj: 0.841 [0.617 1.148] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: MCV-postPregnancy:1.000 Maternal Maternal Lab History: MCH-postPregnancy:0.745 Maternal Maternal Lab History: RDW-postPregnancy:-0.551 Maternal Maternal Lab History: MCV-otherPregnancy:0.464 Maternal Maternal Lab History: MCH-otherPregnancy:0.414 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.389 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.351 Maternal Maternal Lab History: RBC-postPregnancy:-0.322 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.220 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.219 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 435 | OR_unadj: 0.805 [0.541 1.197] | indivs AUC:0.512 Correlated most with: Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:1.000 Maternal Maternal Lab History: WBC-postPregnancy:0.789 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.751 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.701 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.616 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.314 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.289 Maternal Maternal Lab History: WBC-otherPregnancy:0.245 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.227 Maternal Maternal Lab History: RBC-postPregnancy:-0.226 * Vital: HC-avg16to19 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 933 | OR_unadj: 1.456 [1.141 1.858] | indivs AUC:0.601 Correlated most with: Diagnosis:9ccs216:Nerv cong an:-0.103 Lab:297262 HEMOGLOBIN (HEMOCUE):0.093 Diagnosis:9ccs143:Abdom hernia:0.078 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.078 Maternal Vital: BP-postPregnancy:0.078 Maternal Vital: Wt-postPregnancy:0.075 Diagnosis:9ccs70:Schizo/rl dx:0.074 Maternal Vital: Wt-otherPregnancy:0.073 Newborn Diagnosis:9ccs224:Ot perint dx:0.073 Maternal Maternal Lab History: MPV-postPregnancy:0.072 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1123 | OR_unadj: 1.303 [1.018 1.669] | indivs AUC:0.504 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.998 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.486 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.485 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.463 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.462 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.438 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.438 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.392 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.391 * Vital: Wt Percentile-avg13to16 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 654 | OR_unadj: 1.705 [1.318 2.206] | indivs AUC:0.580 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:-0.108 Maternal Diagnosis:9ccs185:Long pregncy:0.095 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.094 Diagnosis:9ccs239:Superfic inj:-0.092 Maternal Maternal Procedure History:92551-postPregnancy:-0.081 Diagnosis:9ccs136:Teeth dx:-0.079 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.079 Diagnosis:9ccs9:Sexual Infxs:-0.078 Maternal Maternal Procedure History:85018-postPregnancy:-0.077 Maternal Vital: Wt-postPregnancy:0.076 * Vital: BMI Percentile-avg19to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 275 | OR_unadj: 2.882 [2.032 4.086] | indivs AUC:0.597 Correlated most with: Maternal Maternal Lab History: LH-postPregnancy:0.123 Maternal Diagnosis:9ccs72:Anxiety dx:-0.115 Diagnosis:9ccs214:GI cong anom:-0.106 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.100 Maternal Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy:-0.097 Maternal Maternal Lab History: PROGESTERONE-postPregnancy:-0.095 Maternal Maternal Lab History: TSH-postPregnancy:0.095 Maternal Diagnosis:9ccs120:Hemmorhoids:-0.091 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.090 Newborn Diagnosis:9ccs253:Allergy:-0.086 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1129 | OR_unadj: 1.293 [1.010 1.656] | indivs AUC:0.499 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.998 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.487 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.486 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.463 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.462 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.440 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.438 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.393 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.392 Maternal Maternal Lab History: RDW-postPregnancy | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 550 | OR_unadj: 0.926 [0.655 1.310] | indivs AUC:0.528 Correlated most with: Maternal Maternal Lab History: RDW-postPregnancy:1.000 Maternal Maternal Lab History: MCH-postPregnancy:-0.561 Maternal Maternal Lab History: MCV-postPregnancy:-0.551 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.496 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:-0.407 Maternal Maternal Lab History: RDW-otherPregnancy:0.351 Maternal Maternal Lab History: MCH-otherPregnancy:-0.323 Maternal Maternal Lab History: MCV-otherPregnancy:-0.301 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.276 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.265 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 507 | OR_unadj: 0.769 [0.544 1.086] | indivs AUC:0.465 Correlated most with: Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.793 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.616 Maternal Maternal Lab History: WBC-postPregnancy:-0.550 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.466 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.461 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.377 Maternal Maternal Lab History: POLYS-postPregnancy:-0.374 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.312 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.297 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1126 | OR_unadj: 1.090 [0.850 1.398] | indivs AUC:0.467 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.994 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.336 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.336 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.335 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.333 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.266 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.264 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.174 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.172 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1129 | OR_unadj: 1.187 [0.933 1.510] | indivs AUC:0.504 Correlated most with: Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.996 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.387 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.385 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.382 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.381 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.357 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.355 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.345 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.344 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1129 | OR_unadj: 1.101 [0.860 1.408] | indivs AUC:0.556 Correlated most with: Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:1.000 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.996 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.736 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.733 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.673 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.670 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.639 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.637 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.624 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.621 * Vital: HC-avg19to24 | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 933 | OR_unadj: 1.593 [1.247 2.034] | indivs AUC:0.601 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:0.085 Maternal Diagnosis:9ccs102:Chest pain:0.084 Diagnosis:9ccs214:GI cong anom:-0.082 Maternal Diagnosis:9ccs61:Sickle cell:0.081 Maternal Vital: Wt-postPregnancy:0.075 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:-0.072 Diagnosis:9ccs229:Fx arm:0.072 Maternal Maternal Procedure History:S9470-otherPregnancy:-0.068 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.066 Diagnosis:9ccs245:Syncope:-0.066 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1123 | OR_unadj: 1.121 [0.884 1.421] | indivs AUC:0.553 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.998 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.933 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.931 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.726 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.724 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.716 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.715 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.714 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.712 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1120 | OR_unadj: 1.085 [0.845 1.392] | indivs AUC:0.463 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.994 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.337 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.337 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.335 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.334 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.268 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.267 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.173 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.172 Vital: Ht Percentile-avg7to10 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 538 | OR_unadj: 1.276 [0.951 1.712] | indivs AUC:0.523 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.101 Maternal Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.090 Maternal Maternal Lab History: LEAD LEVEL-postPregnancy:-0.088 Diagnosis:9ccs117:Ot circul dx:-0.084 Diagnosis:9ccs219:Low birth wt:-0.084 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.080 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.080 Diagnosis:9ccs223:Birth trauma:0.077 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.076 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.075 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 550 | OR_unadj: 0.931 [0.684 1.267] | indivs AUC:0.501 Correlated most with: Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.945 Maternal Maternal Lab History: RBC-postPregnancy:0.770 Maternal Maternal Lab History: RDW-postPregnancy:-0.407 Maternal Maternal Lab History: MCV-postPregnancy:0.351 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.317 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.313 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.297 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.289 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.289 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 439 | OR_unadj: 0.858 [0.606 1.215] | indivs AUC:0.530 Correlated most with: Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:1.000 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.793 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.751 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:-0.545 Maternal Maternal Lab History: WBC-postPregnancy:0.465 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.447 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.368 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.364 Maternal Maternal Lab History: RBC-postPregnancy:-0.261 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.227 * Vital: Wt Percentile-avg19to24 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 920 | OR_unadj: 2.523 [1.996 3.191] | indivs AUC:0.683 Correlated most with: Diagnosis:9ccs136:Teeth dx:-0.095 Maternal Vital: Wt-postPregnancy:0.094 Maternal Diagnosis:9ccs185:Long pregncy:0.090 Maternal Maternal Lab History: IRON-postPregnancy:-0.078 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.078 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:-0.077 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.076 Maternal Diagnosis:9ccs184:Early labor:-0.075 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.074 Maternal Maternal Lab History: LEAD LEVEL-postPregnancy:-0.073 * Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 439 | OR_unadj: 0.670 [0.455 0.986] | indivs AUC:0.455 Correlated most with: Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:1.000 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.562 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.273 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.175 Maternal Maternal Lab History: AST-otherPregnancy:0.138 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:-0.122 Newborn Diagnosis:9ccs204:Ot joint dx:0.117 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.114 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.105 Maternal Maternal Lab History: AST-postPregnancy:0.104 * Vital: Wt for Len Percentile-avg5to7 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1198 | OR_unadj: 2.078 [1.634 2.643] | indivs AUC:0.619 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.091 Maternal Diagnosis:9ccs190:Fetal distrs:0.078 Diagnosis:9ccs95:Oth nerv dx:-0.078 Maternal Vital: Ht-postPregnancy:-0.078 Maternal Maternal Lab History: CREATININE-postPregnancy:0.077 Newborn Diagnosis:9ccs191:Amnios dx:0.076 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.076 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.071 Diagnosis:9ccs204:Ot joint dx:0.071 Diagnosis:9ccs128:Asthma:0.070 * Vital: Wt Percentile-gain0to24 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 914 | OR_unadj: 2.491 [1.969 3.150] | indivs AUC:0.673 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.093 Maternal Vital: Wt-postPregnancy:0.093 Diagnosis:9ccs136:Teeth dx:-0.092 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.078 Maternal Maternal Lab History: IRON-postPregnancy:-0.078 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.076 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.075 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:-0.074 Maternal Diagnosis:9ccs184:Early labor:-0.074 Maternal Maternal Lab History: LEAD LEVEL-postPregnancy:-0.073 Vital: Wt Percentile-gain0to3 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 363 | OR_unadj: 1.189 [0.815 1.732] | indivs AUC:0.515 Correlated most with: Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.150 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.137 Diagnosis:9ccs181:Ot preg comp:0.135 Maternal Maternal Lab History: IRON-otherPregnancy:0.131 Diagnosis:9ccs129:Asp pneumon:-0.130 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.128 Maternal Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.125 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.125 Newborn Diagnosis:9ccs166:Oth male gen:0.124 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.121 Vital: HR-avg1to3 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 265 | OR_unadj: 0.901 [0.585 1.388] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs230:Fx leg:-0.135 Maternal Maternal Procedure History:96372-otherPregnancy:0.122 Maternal Diagnosis:9ccs83:Epilepsy/cnv:-0.119 Diagnosis:9ccs7:Viral infect:0.104 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.103 Diagnosis:9ccs9:Sexual Infxs:0.101 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.095 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:-0.095 Newborn Diagnosis:9ccs191:Amnios dx:0.090 Maternal Maternal Lab History: BILE ACIDS-postPregnancy:0.086 Vital: Wt Change-avg3to5 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 370 | OR_unadj: 0.972 [0.656 1.439] | indivs AUC:0.549 Correlated most with: Maternal Diagnosis:9ccs194:Forceps del:-0.128 Number of Visits:-0.115 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.113 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.113 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.102 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.099 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.097 Diagnosis:9ccs133:Oth low resp:-0.097 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.093 Maternal Maternal Lab History: IRON-postPregnancy:-0.093 Vital: RR-avg7to10 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 249 | OR_unadj: 1.208 [0.786 1.858] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs7:Viral infect:0.109 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.099 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.098 Diagnosis:9ccs105:Conduction:0.094 Maternal Maternal Lab History: BASOPHIL-otherPregnancy:-0.094 Maternal Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:-0.093 Diagnosis:9ccs125:Bronchitis:0.093 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.088 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.085 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.085 * Vital: Wt Percentile-avg7to10 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 536 | OR_unadj: 1.504 [1.134 1.995] | indivs AUC:0.544 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:-0.097 Diagnosis:9ccs138:Esophgeal dx:-0.096 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.095 Newborn Diagnosis:9ccs191:Amnios dx:0.092 Maternal Diagnosis:9ccs185:Long pregncy:0.092 Maternal Maternal Lab History: TWIN B NT-postPregnancy:-0.088 Maternal Maternal Lab History: TWIN B CRL-postPregnancy:-0.088 Maternal Maternal Procedure History:97035-postPregnancy:-0.084 Maternal Diagnosis:9ccs188:Pelvic obstr:0.084 Maternal Vital: Ht Percentile-postPregnancy:-0.082 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1123 | OR_unadj: 1.201 [0.943 1.530] | indivs AUC:0.482 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.673 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.672 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.633 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.632 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.613 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.611 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.356 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.355 Vital: Ht Percentile-avg1to3 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 371 | OR_unadj: 1.004 [0.693 1.454] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.111 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.099 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.097 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.097 Maternal Diagnosis:9ccs185:Long pregncy:0.096 Maternal Diagnosis:9ccs184:Early labor:-0.095 Newborn Diagnosis:9ccs219:Low birth wt:-0.091 Maternal Diagnosis:9ccs183:HTN in preg:-0.088 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.087 Maternal Maternal Lab History: IRON-otherPregnancy:-0.084 * Vital: Ht-gain0to24 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1385 | OR_unadj: 1.531 [1.220 1.920] | indivs AUC:0.572 Correlated most with: Maternal Maternal Procedure History:90801-postPregnancy:-0.157 Maternal Maternal Lab History: TSH-postPregnancy:-0.137 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.134 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.130 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.121 Maternal Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:-0.120 Maternal Maternal Lab History: A/G RATIO-postPregnancy:0.120 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.111 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.110 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.108 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1123 | OR_unadj: 0.843 [0.641 1.108] | indivs AUC:0.482 Correlated most with: Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:1.000 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.997 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.918 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.916 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.746 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.746 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.744 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.743 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.714 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.712 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1129 | OR_unadj: 1.207 [0.948 1.536] | indivs AUC:0.479 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.999 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.673 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.672 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.633 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.632 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.613 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.612 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.357 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.355 * Vital: HC-gain0to24 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 920 | OR_unadj: 1.672 [1.308 2.137] | indivs AUC:0.604 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:0.085 Maternal Diagnosis:9ccs102:Chest pain:0.084 Diagnosis:9ccs214:GI cong anom:-0.083 Maternal Diagnosis:9ccs61:Sickle cell:0.081 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:-0.076 Diagnosis:9ccs229:Fx arm:0.072 Maternal Vital: Wt-postPregnancy:0.070 Maternal Maternal Procedure History:99000-otherPregnancy:0.069 Diagnosis:9ccs245:Syncope:-0.067 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.067 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1129 | OR_unadj: 1.139 [0.899 1.443] | indivs AUC:0.558 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.998 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.933 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.931 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.725 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.725 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.715 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.715 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.713 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.712 Vital: Wt Change-avg5to7 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 425 | OR_unadj: 1.110 [0.767 1.607] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs125:Bronchitis:-0.121 Number of Visits:-0.114 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.107 Diagnosis:9ccs92:Otitis media:-0.106 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.105 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.089 Diagnosis:9ccs7:Viral infect:-0.086 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.085 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.084 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.084 Vital: HR-avg3to5 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 273 | OR_unadj: 0.649 [0.397 1.061] | indivs AUC:0.486 Correlated most with: Maternal Maternal Lab History: FOLATE-postPregnancy:-0.107 Diagnosis:9ccs70:Schizo/rl dx:-0.102 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.100 Diagnosis:9ccs9:Sexual Infxs:0.091 Diagnosis:9ccs44:Neoplsm unsp:-0.089 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:-0.088 Maternal Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:-0.088 Maternal Diagnosis:9ccs8:Oth infectns:-0.087 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.082 Diagnosis:9ccs230:Fx leg:-0.081 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1129 | OR_unadj: 0.852 [0.649 1.119] | indivs AUC:0.485 Correlated most with: Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:1.000 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.997 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.918 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.915 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.746 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.746 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.744 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.744 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.713 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.712 Vital: HR-avg0to1 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 196 | OR_unadj: 1.544 [0.961 2.479] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs104:Oth heart dx:0.167 Diagnosis:9ccs259:Unclassified:0.140 Maternal Diagnosis:9ccs138:Esophgeal dx:0.136 Maternal Diagnosis:9ccs107:Cardia arrst:0.103 Newborn Diagnosis:9ccs204:Ot joint dx:0.093 Newborn Diagnosis:9ccs239:Superfic inj:-0.091 Newborn Diagnosis:9ccs104:Oth heart dx:-0.091 Newborn Diagnosis:9ccs97:Carditis:-0.091 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.082 Diagnosis:9ccs162:Ot dx bladdr:-0.082 Maternal Maternal Lab History: BASOPHIL-postPregnancy | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 485 | OR_unadj: 0.826 [0.561 1.217] | indivs AUC:0.527 Correlated most with: Maternal Maternal Lab History: BASOPHIL-postPregnancy:1.000 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.461 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.368 Maternal Maternal Lab History: WBC-postPregnancy:-0.356 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.317 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.314 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.292 Maternal Maternal Lab History: RBC-postPregnancy:0.270 Maternal Maternal Lab History: POLYS-postPregnancy:-0.242 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.240 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1128 | OR_unadj: 1.098 [0.856 1.409] | indivs AUC:0.440 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.998 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.949 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.946 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.788 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.787 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.787 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.785 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.746 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.744 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1122 | OR_unadj: 1.093 [0.852 1.402] | indivs AUC:0.443 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.998 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.948 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.945 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.789 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.787 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.787 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.783 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.746 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.744 Vital: Wt Percentile-avg1to3 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 348 | OR_unadj: 1.343 [0.953 1.892] | indivs AUC:0.493 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.108 Newborn Diagnosis:9ccs219:Low birth wt:-0.105 Diagnosis:9ccs219:Low birth wt:-0.099 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.097 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.094 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.094 Maternal Diagnosis:9ccs184:Early labor:-0.092 Diagnosis:9ccs138:Esophgeal dx:-0.090 Maternal Maternal Lab History: MONOS-otherPregnancy:0.089 Maternal Diagnosis:9ccs183:HTN in preg:-0.088 Maternal Maternal Lab History: ABS LYMPH-postPregnancy | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 437 | OR_unadj: 0.870 [0.606 1.251] | indivs AUC:0.520 Correlated most with: Maternal Maternal Lab History: ABS LYMPH-postPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.545 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.466 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.238 Maternal Maternal Lab History: WBC-postPregnancy:0.233 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.195 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.160 Maternal Maternal Lab History: RBC-postPregnancy:0.144 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.137 Maternal Maternal Lab History: FASTING-postPregnancy:0.128 Vital: Wt Change-avg1to3 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 316 | OR_unadj: 0.819 [0.534 1.257] | indivs AUC:0.475 Correlated most with: Diagnosis:9ccs162:Ot dx bladdr:-0.124 Maternal Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:-0.113 Diagnosis:9ccs2619:e codes: other specified- nec:0.107 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.097 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.092 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.091 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.090 Maternal Maternal Lab History: IRON-otherPregnancy:0.087 Maternal Maternal Lab History: NT MoM-postPregnancy:-0.086 Maternal Diagnosis:9ccs170:Prolapse:0.085 Vital: Wt Percentile-avg3to5 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 396 | OR_unadj: 1.125 [0.805 1.571] | indivs AUC:0.529 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.114 Newborn Diagnosis:9ccs217:Ot cong anom:0.107 Maternal Maternal Lab History: IRON-postPregnancy:-0.103 Maternal Diagnosis:9ccs185:Long pregncy:0.088 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.087 Maternal Maternal Lab History: TSH-postPregnancy:0.086 Maternal Maternal Lab History: LH-postPregnancy:0.085 Lab:323854 CULTURE FECES - Sunrise:0.081 Maternal Diagnosis:9ccs82:Paralysis:-0.079 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.077 * Vital: Wt Percentile-avg5to7 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 462 | OR_unadj: 1.576 [1.167 2.127] | indivs AUC:0.533 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.101 Newborn Diagnosis:9ccs217:Ot cong anom:0.098 Maternal Maternal Lab History: TWIN B NT-postPregnancy:-0.096 Maternal Maternal Lab History: TWIN B CRL-postPregnancy:-0.096 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.092 Maternal Maternal Lab History: APTT-postPregnancy:-0.087 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.086 Maternal Maternal Lab History: TSH-postPregnancy:0.085 Lab:323854 CULTURE FECES - Sunrise:0.085 Maternal Diagnosis:9ccs185:Long pregncy:0.083 Diagnosis:9ccs10:Immuniz/scrn | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1428 | OR_unadj: 0.961 [0.720 1.284] | indivs AUC:0.455 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:1.000 Diagnosis:9ccs255:Social admin:0.472 Diagnosis:9ccs126:Ot up rsp in:0.309 Number of Visits:0.260 Diagnosis:9ccs7:Viral infect:0.243 Diagnosis:9ccs257:Ot aftercare:0.212 Diagnosis:9ccs92:Otitis media:0.200 Diagnosis:9ccs253:Allergy:0.198 Diagnosis:9ccs125:Bronchitis:0.161 Diagnosis:9ccs90:Eye infectn:0.151 Vital: Ht Percentile-avg3to5 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 407 | OR_unadj: 1.123 [0.792 1.592] | indivs AUC:0.524 Correlated most with: Diagnosis:9ccs223:Birth trauma:0.105 Maternal Maternal Lab History: TEST NAME-otherPregnancy:0.104 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:0.100 Maternal Maternal Lab History: UIBC-postPregnancy:-0.095 Maternal Diagnosis:9ccs185:Long pregncy:0.091 Maternal Maternal Lab History: PROGESTERONE-postPregnancy:-0.091 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.086 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy:-0.084 Newborn Diagnosis:9ccs219:Low birth wt:-0.084 Diagnosis:9ccs162:Ot dx bladdr:0.084 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1126 | OR_unadj: 1.098 [0.851 1.416] | indivs AUC:0.439 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.996 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.919 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.915 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.787 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.783 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.714 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.711 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.667 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.663 * Vital: Wt Percentile-avg10to13 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 638 | OR_unadj: 1.802 [1.392 2.332] | indivs AUC:0.586 Correlated most with: Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.107 Maternal Maternal Lab History: IRON-postPregnancy:-0.102 Maternal Diagnosis:9ccs185:Long pregncy:0.095 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.093 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.087 Newborn Diagnosis:9ccs191:Amnios dx:0.083 Diagnosis:9ccs136:Teeth dx:-0.082 Diagnosis:9ccs129:Asp pneumon:-0.078 Diagnosis:9ccs155:Other GI dx:-0.075 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.074 Vital: Wt Percentile-avg0to1 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 299 | OR_unadj: 1.324 [0.896 1.956] | indivs AUC:0.514 Correlated most with: Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.127 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.123 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.117 Maternal Maternal Lab History: HCG-otherPregnancy:-0.117 Newborn Diagnosis:9ccs252:Fatigue:0.116 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.116 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.115 Maternal Diagnosis:9ccs185:Long pregncy:0.114 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.114 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.114 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1120 | OR_unadj: 1.111 [0.861 1.433] | indivs AUC:0.443 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.996 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.919 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.916 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.787 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.785 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.714 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.712 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.666 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.664 Maternal Maternal Lab History: CREATININE-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 317 | OR_unadj: nan [ nan nan] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: CREATININE-postPregnancy:1.000 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.435 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.366 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.331 Maternal Maternal Procedure History:99000-otherPregnancy:0.220 Maternal Maternal Lab History: INR-postPregnancy:0.214 Maternal Maternal Procedure History:90656-otherPregnancy:0.211 Maternal Vital: Temp-postPregnancy:0.196 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.195 Maternal Maternal Procedure History:J7300-postPregnancy:0.169 Census:Percent; Estimate; Percent high school graduate or higher-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1123 | OR_unadj: 1.190 [0.942 1.504] | indivs AUC:0.459 Correlated most with: Census:Percent; Estimate; Percent high school graduate or higher-birth:1.000 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.933 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.931 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.918 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.915 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.794 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.792 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.789 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.787 Vital: RR-avg19to24 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 186 | OR_unadj: 1.215 [0.655 2.254] | indivs AUC:0.480 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.309 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.303 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:0.269 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:0.233 Maternal Diagnosis:9ccs55:Fluid/elc dx:0.155 Maternal Maternal Lab History: ALT-otherPregnancy:0.141 Diagnosis:9ccs61:Sickle cell:0.135 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:-0.134 Newborn Diagnosis:9ccs252:Fatigue:0.132 Maternal Maternal Lab History: FOLATE-postPregnancy:-0.124 * Vital: BMI Percentile-latest | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 247 | OR_unadj: 2.918 [2.034 4.185] | indivs AUC:0.572 Correlated most with: Maternal Maternal Lab History: LH-postPregnancy:0.130 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.128 Maternal Diagnosis:9ccs72:Anxiety dx:-0.123 Maternal Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy:-0.106 Diagnosis:9ccs214:GI cong anom:-0.105 Maternal Maternal Lab History: PROGESTERONE-postPregnancy:-0.101 Maternal Maternal Lab History: TSH-postPregnancy:0.101 Maternal Diagnosis:9ccs120:Hemmorhoids:-0.100 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.094 Newborn Diagnosis:9ccs253:Allergy:-0.093 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 561 | OR_unadj: 0.789 [0.525 1.186] | indivs AUC:0.525 Correlated most with: Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:1.000 Maternal Maternal Procedure History:81000-postPregnancy:0.727 Maternal Maternal Procedure History:99401-postPregnancy:0.319 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.308 Maternal Vital: BMI-postPregnancy:0.279 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.250 Maternal Maternal Procedure History:90656-otherPregnancy:-0.246 Maternal Maternal Lab History: POLYS-postPregnancy:0.246 Maternal Maternal Procedure History:99000-postPregnancy:0.235 Maternal Maternal Lab History: CREATININE-otherPregnancy:-0.235 Vital: RR-avg10to13 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 258 | OR_unadj: 1.045 [0.647 1.689] | indivs AUC:0.535 Correlated most with: Maternal Maternal Lab History: MAGNESIUM-otherPregnancy:-0.140 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.135 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.104 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:-0.099 Diagnosis:9ccs2:Septicemia:0.099 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:-0.079 Maternal Diagnosis:9ccs133:Oth low resp:-0.077 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:-0.075 Diagnosis:9ccs125:Bronchitis:0.074 Maternal Maternal Lab History: PT-otherPregnancy:0.072 Vital: Ht Percentile-avg0to1 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 309 | OR_unadj: 1.145 [0.783 1.674] | indivs AUC:0.507 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.139 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.121 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.120 Maternal Maternal Lab History: HCG-otherPregnancy:-0.117 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.115 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.110 Maternal Maternal Procedure History:97803-otherPregnancy:-0.109 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.107 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.103 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.099 Diagnosis:9ccs255:Social admin | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1667 | OR_unadj: 1.120 [0.650 1.932] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs255:Social admin:1.000 Diagnosis:9ccs10:Immuniz/scrn:0.472 Diagnosis:9ccs126:Ot up rsp in:0.356 Diagnosis:9ccs92:Otitis media:0.205 Diagnosis:9ccs253:Allergy:0.198 Diagnosis:9ccs257:Ot aftercare:0.197 Diagnosis:9ccs7:Viral infect:0.189 Number of Visits:0.139 Diagnosis:9ccs125:Bronchitis:0.138 Diagnosis:9ccs135:Intest infct:0.136 Census:Percent; Estimate; Percent bachelor's degree or higher-birth | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1123 | OR_unadj: 0.979 [0.754 1.271] | indivs AUC:0.419 Correlated most with: Census:Percent; Estimate; Percent bachelor's degree or higher-birth:1.000 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.997 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.948 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.946 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.919 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.915 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.794 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.792 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.746 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.744 Vital: RR-avg13to16 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 199 | OR_unadj: 1.538 [0.931 2.540] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs188:Pelvic obstr:0.238 Diagnosis:9ccs181:Ot preg comp:-0.130 Maternal Diagnosis:9ccs74:Ot mentl cnd:0.127 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.110 Maternal Maternal Lab History: MAGNESIUM-otherPregnancy:-0.103 Maternal Maternal Procedure History:J7302-postPregnancy:-0.102 Maternal Maternal Lab History: UIBC-postPregnancy:-0.102 Newborn Diagnosis:9ccs47:Ot bnign neo:0.096 Maternal Vital: Wt Change-otherPregnancy:0.090 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.086 * Vital: RR-avg5to7 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 191 | OR_unadj: 1.899 [1.195 3.018] | indivs AUC:0.522 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.232 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.149 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.147 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.139 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.135 Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.135 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.118 Maternal Maternal Procedure History:93005-otherPregnancy:0.113 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.112 Maternal Diagnosis:9ccs138:Esophgeal dx:0.110 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 223 | OR_unadj: 0.953 [0.574 1.583] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:1.000 Lab:294147 FREE T4 - LMC:-0.208 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.203 Lab:294205 TSH REFLEX TO FT4 - LMC:0.167 Maternal Diagnosis:9ccs186:DM in preg:0.167 Diagnosis:9ccs204:Ot joint dx:0.160 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.142 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.137 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.131 Maternal Maternal Lab History: ALT-postPregnancy:0.131 Vital: RR-avg3to5 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 185 | OR_unadj: 1.354 [0.827 2.219] | indivs AUC:0.484 Correlated most with: Maternal Diagnosis:9ccs107:Cardia arrst:0.428 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.201 Maternal Maternal Lab History: PATIENT-postPregnancy:0.179 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.175 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.173 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.168 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.150 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.138 Newborn Diagnosis:9ccs221:Resp distres:0.127 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.122 Vital: Wt for Len Percentile-avg3to5 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 504 | OR_unadj: 1.284 [0.941 1.751] | indivs AUC:0.596 Correlated most with: Maternal Diagnosis:9ccs36:Thyroid cncr:0.083 Maternal Maternal Diagnosis:9ccs225:Joint injury-postPregnancy:0.075 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.075 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.072 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.070 Maternal Diagnosis:9ccs190:Fetal distrs:0.069 Diagnosis:9ccs2620:E Codes: Unspecified:-0.068 Lab:294147 FREE T4 - LMC:0.066 Maternal Maternal Lab History: ANION GAP-postPregnancy:-0.066 Maternal Maternal Procedure History:90746-postPregnancy:0.066 Census:Percent; Estimate; Percent bachelor's degree or higher-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1129 | OR_unadj: 0.967 [0.745 1.256] | indivs AUC:0.415 Correlated most with: Census:Percent; Estimate; Percent bachelor's degree or higher-latest:1.000 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.997 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.949 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.945 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.919 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.916 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.794 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.792 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.746 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.743 Census:Percent; Estimate; Percent high school graduate or higher-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1129 | OR_unadj: 1.179 [0.933 1.489] | indivs AUC:0.455 Correlated most with: Census:Percent; Estimate; Percent high school graduate or higher-latest:1.000 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.933 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.931 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.918 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.916 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.794 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.792 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.788 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.787 Vital: Wt Change-avg0to1 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 225 | OR_unadj: 0.845 [0.517 1.380] | indivs AUC:0.490 Correlated most with: Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.168 Maternal Diagnosis:9ccs95:Oth nerv dx:0.159 Diagnosis:9ccs222:Perint jaund:-0.119 Maternal Maternal Lab History: MONOS-otherPregnancy:0.119 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.114 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.110 Maternal Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:-0.108 Lab:323854 CULTURE FECES - Sunrise:0.108 Maternal Maternal Lab History: LH-postPregnancy:0.103 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.102 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 301 | OR_unadj: 0.727 [0.472 1.119] | indivs AUC:0.505 Correlated most with: Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.843 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.560 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.422 Maternal Maternal Lab History: LDH-postPregnancy:-0.372 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.297 Maternal Maternal Lab History: CHLORIDE-postPregnancy:-0.266 Maternal Maternal Lab History: SODIUM-postPregnancy:0.253 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.247 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.212 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 335 | OR_unadj: 1.210 [0.822 1.780] | indivs AUC:0.501 Correlated most with: Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.201 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.197 Maternal Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:0.182 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.178 Maternal Diagnosis:9ccs142:Appendicitis:0.162 Maternal Vital: RR-otherPregnancy:0.159 Maternal Vital: Ht Percentile-postPregnancy:0.156 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy:0.150 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:-0.142 Vital: RR-avg16to19 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 156 | OR_unadj: 1.148 [0.576 2.288] | indivs AUC:0.490 Correlated most with: Maternal Maternal Procedure History:97803-otherPregnancy:0.224 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.181 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.160 Maternal Diagnosis:9ccs55:Fluid/elc dx:0.127 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.111 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:-0.111 Diagnosis:9ccs61:Sickle cell:0.111 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:0.108 Maternal Maternal Procedure History:90471-otherPregnancy:0.108 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.107 Vital: Wt for Len Percentile-gain1to5 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 495 | OR_unadj: 1.260 [0.921 1.724] | indivs AUC:0.589 Correlated most with: Diagnosis:9ccs214:GI cong anom:-0.122 Maternal Maternal Procedure History:92551-postPregnancy:0.116 Diagnosis:9ccs141:Ot dx stomch:-0.088 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.084 Maternal Diagnosis:9ccs36:Thyroid cncr:0.080 Diagnosis:9ccs3:Oth bact inf:-0.076 Maternal Diagnosis:9ccs190:Fetal distrs:0.072 Maternal Maternal Diagnosis:9ccs225:Joint injury-postPregnancy:0.070 Maternal Diagnosis:9ccs106:Dysrhythmia:-0.068 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.067 Vital: RR-avg1to3 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 165 | OR_unadj: 1.209 [0.727 2.010] | indivs AUC:0.470 Correlated most with: Diagnosis:9ccs230:Fx leg:-0.146 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:-0.114 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.107 Maternal Diagnosis:9ccs133:Oth low resp:-0.103 Maternal Diagnosis:9ccs259:Unclassified:-0.083 Diagnosis:9ccs75:Hx mental dx:-0.080 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.070 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.070 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:-0.065 Diagnosis:9ccs244:Other injury:-0.063 Maternal Vital: Temp-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 242 | OR_unadj: 1.074 [0.524 2.198] | indivs AUC:0.466 Correlated most with: Maternal Vital: Temp-postPregnancy:1.000 Maternal Vital: Temp-otherPregnancy:0.232 Maternal Maternal Lab History: CREATININE-postPregnancy:0.196 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.163 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.160 Maternal Maternal Procedure History:86703-otherPregnancy:-0.160 Maternal Maternal Lab History: MCV-postPregnancy:-0.158 Maternal Maternal Lab History: RDW-postPregnancy:0.146 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.144 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:-0.138 Maternal Maternal Lab History: POTASSIUM-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 315 | OR_unadj: 0.735 [0.466 1.159] | indivs AUC:0.480 Correlated most with: Maternal Maternal Lab History: POTASSIUM-postPregnancy:1.000 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:0.235 Maternal Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:-0.153 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.153 Maternal Maternal Procedure History:90472-postPregnancy:0.146 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.135 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.134 Maternal Maternal Procedure History:92551-postPregnancy:0.129 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.127 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.127 Maternal Vital: Wt Change-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 255 | OR_unadj: 0.977 [0.645 1.479] | indivs AUC:0.507 Correlated most with: Maternal Vital: Wt Change-postPregnancy:1.000 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:0.246 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.241 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:-0.199 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.189 Newborn Diagnosis:9ccs252:Fatigue:-0.182 Maternal Maternal Procedure History:45300-postPregnancy:0.177 Newborn Diagnosis:9ccs68:Senil/org mn:0.169 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.156 Newborn Diagnosis:9ccs239:Superfic inj:0.146 * Maternal Maternal Lab History: URINE PH-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 262 | OR_unadj: 0.615 [0.404 0.936] | indivs AUC:0.495 Correlated most with: Maternal Maternal Lab History: URINE PH-postPregnancy:1.000 Maternal Maternal Lab History: URINE PH-otherPregnancy:0.206 Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:-0.146 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:-0.130 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:-0.124 Maternal Maternal Lab History: MCV-postPregnancy:0.122 Maternal Maternal Lab History: CHLORIDE-postPregnancy:-0.121 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:-0.120 Newborn Diagnosis:9ccs229:Fx arm:-0.116 Newborn Diagnosis:9ccs2620:E Codes: Unspecified:-0.116 * Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 317 | OR_unadj: 0.556 [0.345 0.895] | indivs AUC:0.462 Correlated most with: Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:1.000 Maternal Maternal Lab History: PH-postPregnancy:0.314 Maternal Maternal Lab History: SODIUM-postPregnancy:0.275 Maternal Maternal Lab History: PO2-postPregnancy:-0.182 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.177 Maternal Maternal Lab History: ALT-postPregnancy:0.174 Maternal Maternal Procedure History:85018-postPregnancy:0.171 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.170 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.145 Maternal Maternal Procedure History:92551-postPregnancy:0.139 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 436 | OR_unadj: 0.813 [0.567 1.167] | indivs AUC:0.480 Correlated most with: Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:1.000 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.701 Maternal Maternal Lab History: WBC-postPregnancy:0.661 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:0.562 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.377 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.364 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:-0.176 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.173 Maternal Maternal Lab History: RBC-postPregnancy:-0.173 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:-0.169 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 262 | OR_unadj: 0.768 [0.482 1.225] | indivs AUC:0.513 Correlated most with: Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:1.000 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:0.294 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:-0.179 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:-0.172 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.169 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.169 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.166 Diagnosis:10ccs238:Complic proc:-0.159 Diagnosis:9ccs2604:E Codes: Fire/burn:-0.159 Maternal Maternal Lab History: WBC-postPregnancy:-0.155 Vital: RR-avg0to1 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 127 | OR_unadj: 1.370 [0.818 2.296] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.150 Maternal Diagnosis:9ccs133:Oth low resp:-0.125 Diagnosis:9ccs151:Oth liver dx:0.082 Maternal Diagnosis:9ccs107:Cardia arrst:0.082 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.082 Diagnosis:9ccs75:Hx mental dx:-0.079 Maternal Diagnosis:9ccs135:Intest infct:-0.078 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.078 Diagnosis:9ccs217:Ot cong anom:-0.077 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.074 Maternal Maternal Lab History: ALT-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 302 | OR_unadj: 0.676 [0.384 1.190] | indivs AUC:0.540 Correlated most with: Maternal Maternal Lab History: ALT-postPregnancy:1.000 Maternal Maternal Lab History: AST-postPregnancy:0.625 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.459 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.254 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.247 Maternal Maternal Lab History: VLDL-postPregnancy:0.243 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.240 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.235 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.226 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.224 * Maternal Maternal Lab History: CALCIUM-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 316 | OR_unadj: 0.608 [0.394 0.938] | indivs AUC:0.470 Correlated most with: Maternal Maternal Lab History: CALCIUM-postPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.610 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.560 Maternal Maternal Lab History: LDH-postPregnancy:-0.378 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.331 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.274 Maternal Maternal Lab History: CHLORIDE-postPregnancy:-0.257 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.242 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.234 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.225 Maternal Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 181 | OR_unadj: 1.193 [0.834 1.706] | indivs AUC:0.518 Correlated most with: Maternal Diagnosis:9ccs10:Immuniz/scrn:1.000 Maternal Diagnosis:9ccs181:Ot preg comp:0.536 Diagnosis:9ccs167:Breast dx:0.102 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.089 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.087 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.082 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.082 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.079 Maternal Vital: SpO2-otherPregnancy:-0.078 Maternal Maternal Lab History: T-3(Total)-postPregnancy:0.078 Diagnosis:9ccs125:Bronchitis | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 481 | OR_unadj: 0.983 [0.763 1.267] | indivs AUC:0.531 Correlated most with: Diagnosis:9ccs125:Bronchitis:1.000 Number of Visits:0.293 Diagnosis:9ccs257:Ot aftercare:0.288 Diagnosis:9ccs126:Ot up rsp in:0.250 Diagnosis:9ccs128:Asthma:0.246 Diagnosis:9ccs92:Otitis media:0.230 Diagnosis:9ccs7:Viral infect:0.219 Diagnosis:9ccs122:Pneumonia:0.187 Diagnosis:9ccs90:Eye infectn:0.175 Diagnosis:9ccs135:Intest infct:0.167 Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 107 | OR_unadj: 1.091 [0.565 2.105] | indivs AUC:0.498 Correlated most with: Lab:295669 BILIRUBIN DIRECT - LMC:1.000 Lab:294203 BILIRUBIN TOTAL - LMC:0.374 Maternal Maternal Lab History: NTQR-LOCATION ID-postPregnancy:0.239 Newborn Diagnosis:9ccs62:Coag/hemr dx:-0.188 Maternal Diagnosis:9ccs95:Oth nerv dx:-0.133 Diagnosis:9ccs62:Coag/hemr dx:-0.113 Newborn Diagnosis:9ccs216:Nerv cong an:-0.109 Maternal Maternal Procedure History:92551-postPregnancy:-0.098 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.096 Maternal Diagnosis:9ccs5:HIV infectn:-0.088 Maternal Maternal Lab History: Alk Phos-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 300 | OR_unadj: 0.574 [0.322 1.022] | indivs AUC:0.514 Correlated most with: Maternal Maternal Lab History: Alk Phos-postPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.530 Maternal Maternal Lab History: LDH-postPregnancy:0.445 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.422 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:0.335 Maternal Maternal Lab History: CALCIUM-postPregnancy:-0.331 Maternal Diagnosis:9ccs149:Biliary dx:0.288 Maternal Maternal Lab History: AST-postPregnancy:0.284 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.282 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.261 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 171 | OR_unadj: 0.665 [0.363 1.217] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:1.000 Maternal Maternal Lab History: AFP-postPregnancy:0.421 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.307 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.303 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.303 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.224 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.214 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.185 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.184 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.182 Maternal Maternal Lab History: CHLORIDE-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 315 | OR_unadj: 0.897 [0.598 1.346] | indivs AUC:0.514 Correlated most with: Maternal Maternal Lab History: CHLORIDE-postPregnancy:1.000 Maternal Maternal Lab History: SODIUM-postPregnancy:0.329 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.266 Maternal Maternal Lab History: CALCIUM-postPregnancy:-0.257 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.234 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.215 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:0.172 Maternal Maternal Lab History: A/G-postPregnancy:0.144 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:0.142 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:-0.140 Maternal Maternal Lab History: MCV-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 241 | OR_unadj: 0.683 [0.426 1.095] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: MCV-otherPregnancy:1.000 Maternal Maternal Lab History: MCH-otherPregnancy:0.775 Maternal Maternal Lab History: RDW-otherPregnancy:-0.533 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.489 Maternal Maternal Lab History: MCV-postPregnancy:0.464 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.451 Maternal Maternal Lab History: MCH-postPregnancy:0.389 Maternal Maternal Lab History: RBC-otherPregnancy:-0.334 Maternal Maternal Lab History: RDW-postPregnancy:-0.301 Maternal Maternal Lab History: IRON-postPregnancy:0.233 Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 107 | OR_unadj: 0.882 [0.382 2.035] | indivs AUC:0.513 Correlated most with: Lab:294203 BILIRUBIN TOTAL - LMC:1.000 Lab:295669 BILIRUBIN DIRECT - LMC:0.374 Diagnosis:9ccs151:Oth liver dx:-0.123 Diagnosis:9ccs245:Syncope:0.115 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:-0.114 Maternal Diagnosis:9ccs48:Thyroid dsor:0.109 Newborn Diagnosis:9ccs62:Coag/hemr dx:-0.102 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:-0.101 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.101 Diagnosis:9ccs222:Perint jaund:-0.101 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 333 | OR_unadj: 0.596 [0.351 1.010] | indivs AUC:0.499 Correlated most with: Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:1.000 Maternal Maternal Procedure History:81025-postPregnancy:0.333 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.254 Maternal Maternal Procedure History:58300-postPregnancy:-0.213 Maternal Maternal Procedure History:96372-postPregnancy:0.206 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.177 Maternal Maternal Procedure History:J1055-postPregnancy:0.163 Maternal Diagnosis:9ccs217:Ot cong anom:0.153 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.148 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.143 Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 806 | OR_unadj: 0.965 [0.769 1.210] | indivs AUC:0.471 Correlated most with: Newborn Diagnosis:9ccs224:Ot perint dx:1.000 Maternal Diagnosis:9ccs185:Long pregncy:0.343 Newborn Diagnosis:9ccs222:Perint jaund:0.121 Newborn Diagnosis:9ccs96:Hrt valve dx:0.091 Maternal Vital: Wt-postPregnancy:0.090 Maternal Diagnosis:9ccs181:Ot preg comp:0.089 Diagnosis:9ccs7:Viral infect:-0.087 Newborn Diagnosis:9ccs256:Exam/eval:0.084 Maternal Diagnosis:9ccs195:Ot compl bir:0.082 Newborn Diagnosis:9ccs0:No DX:-0.080 Maternal Maternal Lab History: AST-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 245 | OR_unadj: 0.933 [0.548 1.589] | indivs AUC:0.545 Correlated most with: Maternal Maternal Lab History: AST-postPregnancy:1.000 Maternal Maternal Lab History: ALT-postPregnancy:0.625 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.284 Maternal Maternal Lab History: LDH-postPregnancy:0.239 Maternal Maternal Procedure History:97530-postPregnancy:-0.223 Maternal Maternal Lab History: RET ABS-postPregnancy:-0.197 Maternal Maternal Lab History: RET %-postPregnancy:-0.197 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.196 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.188 Maternal Maternal Procedure History:97112-postPregnancy:0.187 * Vital: BMI Percentile-gain16to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 235 | OR_unadj: 2.838 [1.958 4.112] | indivs AUC:0.576 Correlated most with: Maternal Maternal Lab History: LH-postPregnancy:0.133 Maternal Diagnosis:9ccs72:Anxiety dx:-0.124 Diagnosis:9ccs214:GI cong anom:-0.115 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.108 Maternal Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy:-0.107 Maternal Maternal Lab History: PROGESTERONE-postPregnancy:-0.103 Maternal Maternal Lab History: TSH-postPregnancy:0.103 Maternal Diagnosis:9ccs120:Hemmorhoids:-0.101 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.097 Newborn Diagnosis:9ccs253:Allergy:-0.093 Maternal Maternal Lab History: SODIUM-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 315 | OR_unadj: 0.791 [0.529 1.182] | indivs AUC:0.543 Correlated most with: Maternal Maternal Lab History: SODIUM-postPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.338 Maternal Maternal Lab History: CHLORIDE-postPregnancy:0.329 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.275 Maternal Maternal Lab History: BUN-postPregnancy:0.266 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.253 Maternal Maternal Lab History: INR-postPregnancy:0.214 Maternal Maternal Lab History: PT-postPregnancy:0.189 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.187 Maternal Maternal Lab History: A/G-postPregnancy:0.177 Maternal Diagnosis:9ccs176:Contraceptiv | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 154 | OR_unadj: 0.843 [0.556 1.278] | indivs AUC:0.493 Correlated most with: Maternal Diagnosis:9ccs176:Contraceptiv:1.000 MatDeliveryAge:0.243 Maternal Diagnosis:9ccs189:Prev c-sectn:0.233 Maternal Diagnosis:9ccs143:Abdom hernia:0.109 Maternal Maternal Lab History: CREATININE-postPregnancy:0.086 Maternal Diagnosis:9ccs190:Fetal distrs:-0.081 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.080 Diagnosis:9ccs76:Meningitis:0.079 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.079 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.078 Diagnosis:9ccs7:Viral infect | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 797 | OR_unadj: 0.878 [0.699 1.102] | indivs AUC:0.449 Correlated most with: Diagnosis:9ccs7:Viral infect:1.000 Number of Visits:0.408 Diagnosis:9ccs126:Ot up rsp in:0.270 Diagnosis:9ccs10:Immuniz/scrn:0.243 Diagnosis:9ccs257:Ot aftercare:0.225 Diagnosis:9ccs125:Bronchitis:0.219 Diagnosis:9ccs92:Otitis media:0.216 Diagnosis:9ccs200:Oth skin dx:0.216 Diagnosis:9ccs155:Other GI dx:0.202 Diagnosis:9ccs255:Social admin:0.189 Maternal Vital: BMI-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 261 | OR_unadj: 0.945 [0.528 1.690] | indivs AUC:0.529 Correlated most with: Maternal Vital: BMI-otherPregnancy:1.000 Maternal Vital: BMI-postPregnancy:0.377 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.211 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.178 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.176 Maternal Vital: Wt-otherPregnancy:0.173 Maternal Maternal Procedure History:59430-postPregnancy:0.164 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.162 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.154 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.152 Maternal Diagnosis:9ccs183:HTN in preg | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 202 | OR_unadj: 1.377 [0.987 1.920] | indivs AUC:0.494 Correlated most with: Maternal Diagnosis:9ccs183:HTN in preg:1.000 Maternal Diagnosis:9ccs98:HTN:0.230 Maternal Maternal Lab History: LDH-postPregnancy:0.174 Newborn Diagnosis:9ccs219:Low birth wt:0.165 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.163 Maternal Diagnosis:9ccs184:Early labor:0.161 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.130 Newborn Diagnosis:9ccs222:Perint jaund:0.127 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.116 Maternal Vital: BP-postPregnancy:0.111 Maternal Maternal Lab History: WEIGHT-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 126 | OR_unadj: 1.596 [0.876 2.909] | indivs AUC:0.545 Correlated most with: Maternal Maternal Lab History: WEIGHT-postPregnancy:1.000 Maternal Vital: Wt-postPregnancy:0.344 Maternal Vital: Wt-otherPregnancy:0.268 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.236 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.190 Maternal Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.182 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.175 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.173 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.171 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.166 Newborn Diagnosis:9ccs94:Other ear dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1653 | OR_unadj: 0.865 [0.538 1.390] | indivs AUC:0.506 Correlated most with: Newborn Diagnosis:9ccs94:Other ear dx:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.397 Newborn Diagnosis:9ccs0:No DX:-0.355 Newborn Diagnosis:9ccs221:Resp distres:-0.124 Newborn Diagnosis:9ccs218:Liveborn:0.110 Newborn Diagnosis:9ccs130:Pleurisy:-0.098 Maternal Diagnosis:9ccs198:Ot infl skin:-0.098 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.098 Newborn Diagnosis:9ccs252:Fatigue:-0.098 Newborn Diagnosis:9ccs220:Birth asphyx:-0.098 Maternal Maternal Lab History: RBC-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 241 | OR_unadj: 0.692 [0.417 1.148] | indivs AUC:0.475 Correlated most with: Maternal Maternal Lab History: RBC-otherPregnancy:1.000 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.688 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.595 Maternal Maternal Lab History: MCV-otherPregnancy:-0.334 Maternal Maternal Lab History: MCH-otherPregnancy:-0.319 Maternal Maternal Lab History: RBC-postPregnancy:0.290 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.218 Maternal Maternal Procedure History:81000-otherPregnancy:-0.217 Maternal Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:0.213 Maternal Maternal Lab History: A/G RATIO-postPregnancy:-0.213 Maternal Vital: Ht-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 261 | OR_unadj: 0.765 [0.475 1.231] | indivs AUC:0.503 Correlated most with: Maternal Vital: Ht-otherPregnancy:1.000 Maternal Vital: Ht-postPregnancy:0.602 Maternal Vital: Wt-otherPregnancy:0.369 Maternal Vital: BP-otherPregnancy:0.285 Maternal Vital: Wt-postPregnancy:0.240 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.161 Maternal Vital: Wt Percentile-postPregnancy:0.160 Maternal Vital: Ht Percentile-otherPregnancy:0.156 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.153 Maternal Maternal Procedure History:99000-postPregnancy:0.148 Maternal Maternal Lab History: RDW-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 240 | OR_unadj: 1.025 [0.629 1.671] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: RDW-otherPregnancy:1.000 Maternal Maternal Lab History: MCH-otherPregnancy:-0.568 Maternal Maternal Lab History: MCV-otherPregnancy:-0.533 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.518 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.425 Maternal Maternal Lab History: RDW-postPregnancy:0.351 Maternal Maternal Lab History: MCH-postPregnancy:-0.273 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.219 Maternal Maternal Lab History: MCV-postPregnancy:-0.210 Maternal Maternal Lab History: CALCIUM-otherPregnancy:-0.206 * Vital: BMI Percentile-gain0to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 235 | OR_unadj: 2.838 [1.958 4.112] | indivs AUC:0.576 Correlated most with: Maternal Maternal Lab History: LH-postPregnancy:0.133 Maternal Diagnosis:9ccs72:Anxiety dx:-0.124 Diagnosis:9ccs214:GI cong anom:-0.115 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.108 Maternal Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy:-0.107 Maternal Maternal Lab History: PROGESTERONE-postPregnancy:-0.103 Maternal Maternal Lab History: TSH-postPregnancy:0.103 Maternal Diagnosis:9ccs120:Hemmorhoids:-0.101 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.097 Newborn Diagnosis:9ccs253:Allergy:-0.093 Maternal Maternal Procedure History:81000-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 321 | OR_unadj: 0.850 [0.478 1.511] | indivs AUC:0.552 Correlated most with: Maternal Maternal Procedure History:81000-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.727 Maternal Maternal Procedure History:99401-postPregnancy:0.343 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.336 Maternal Vital: BMI-postPregnancy:0.331 Maternal Maternal Lab History: POLYS-postPregnancy:0.269 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.253 Maternal Maternal Procedure History:86703-postPregnancy:0.252 Maternal Maternal Procedure History:81000-otherPregnancy:0.237 Maternal Maternal Procedure History:90656-otherPregnancy:-0.210 Maternal Maternal Lab History: hCG MoM-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 166 | OR_unadj: 1.063 [0.590 1.915] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: hCG MoM-postPregnancy:1.000 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:0.752 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.477 Maternal Maternal Lab History: HCG-postPregnancy:0.351 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.259 Maternal Maternal Lab History: INHMOM-postPregnancy:0.251 Maternal Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:-0.208 Maternal Maternal Lab History: HEPATITIS B DNA-postPregnancy:-0.208 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.207 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.186 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 304 | OR_unadj: 0.645 [0.353 1.178] | indivs AUC:0.468 Correlated most with: Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.229 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.222 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.206 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.205 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.202 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.188 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.178 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.176 Diagnosis:9ccs142:Appendicitis:0.173 Maternal Vital: Wt-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 266 | OR_unadj: 0.998 [0.625 1.594] | indivs AUC:0.508 Correlated most with: Maternal Vital: Wt-otherPregnancy:1.000 Maternal Vital: Wt-postPregnancy:0.621 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.575 Maternal Vital: BP-otherPregnancy:0.451 Maternal Vital: Ht-otherPregnancy:0.369 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.301 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.289 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.268 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.252 Maternal Vital: Ht-postPregnancy:0.236 Diagnosis:9ccs124:Tonsillitis | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 57 | OR_unadj: 1.396 [0.775 2.517] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs124:Tonsillitis:1.000 Maternal Diagnosis:9ccs215:gu cong anom:0.130 Diagnosis:9ccs120:Hemmorhoids:0.130 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.130 Diagnosis:9ccs188:Pelvic obstr:0.130 Maternal Diagnosis:9ccs245:Syncope:0.130 Diagnosis:9ccs134:Ot uppr resp:0.127 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.120 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.115 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.111 Maternal Vital: BP-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 268 | OR_unadj: 0.904 [0.578 1.413] | indivs AUC:0.520 Correlated most with: Maternal Vital: BP-otherPregnancy:1.000 Maternal Vital: Wt-otherPregnancy:0.451 Maternal Vital: BP-postPregnancy:0.422 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.288 Maternal Vital: Ht-otherPregnancy:0.285 Maternal Vital: Wt-postPregnancy:0.276 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.258 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.246 Maternal Vital: PL-otherPregnancy:0.213 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.211 Diagnosis:9ccs126:Ot up rsp in | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1288 | OR_unadj: 0.968 [0.750 1.249] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:1.000 Number of Visits:0.440 Diagnosis:9ccs92:Otitis media:0.369 Diagnosis:9ccs255:Social admin:0.356 Diagnosis:9ccs10:Immuniz/scrn:0.309 Diagnosis:9ccs257:Ot aftercare:0.279 Diagnosis:9ccs7:Viral infect:0.270 Diagnosis:9ccs125:Bronchitis:0.250 Diagnosis:9ccs90:Eye infectn:0.206 Diagnosis:9ccs253:Allergy:0.198 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 128 | OR_unadj: 0.955 [0.470 1.937] | indivs AUC:0.507 Correlated most with: Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:1.000 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.238 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.180 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.158 Maternal Maternal Procedure History:86701-postPregnancy:0.155 Maternal Maternal Lab History: PO2-postPregnancy:-0.153 Maternal Maternal Procedure History:86701-otherPregnancy:0.148 Newborn Diagnosis:9ccs252:Fatigue:0.143 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.131 Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.129 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 186 | OR_unadj: 1.175 [0.737 1.873] | indivs AUC:0.528 Correlated most with: Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:1.000 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:0.294 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.178 Maternal Maternal Lab History: SODIUM-otherPregnancy:-0.173 Maternal Maternal Lab History: BUN-otherPregnancy:0.171 Maternal Maternal Lab History: ANION GAP-otherPregnancy:-0.167 Maternal Diagnosis:9ccs126:Ot up rsp in:-0.166 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:-0.165 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.157 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.157 Maternal Maternal Lab History: ALBUMIN-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 302 | OR_unadj: 0.804 [0.538 1.202] | indivs AUC:0.546 Correlated most with: Maternal Maternal Lab History: ALBUMIN-postPregnancy:1.000 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.843 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.610 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.530 Maternal Maternal Lab History: LDH-postPregnancy:-0.381 Maternal Maternal Lab History: SODIUM-postPregnancy:0.338 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.290 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.289 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.274 Maternal Maternal Lab History: RDW-postPregnancy:-0.265 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 241 | OR_unadj: 0.895 [0.568 1.410] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.941 Maternal Maternal Lab History: RBC-otherPregnancy:0.688 Maternal Maternal Lab History: MCV-otherPregnancy:0.451 Maternal Maternal Lab History: RDW-otherPregnancy:-0.425 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.325 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.296 Maternal Maternal Lab History: MCH-otherPregnancy:0.293 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.289 Maternal Vital: BP-otherPregnancy:0.288 Maternal Maternal Lab History: AFP-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 121 | OR_unadj: 0.583 [0.244 1.394] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: AFP-postPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.426 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.421 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.326 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.262 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.243 Maternal Maternal Lab History: AFP-otherPregnancy:0.234 Maternal Maternal Lab History: LH-postPregnancy:-0.225 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.224 Maternal Maternal Lab History: URIC ACID-otherPregnancy:-0.222 Maternal Diagnosis:9ccs193:OB-related perin trauma | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 687 | OR_unadj: 0.815 [0.645 1.031] | indivs AUC:0.510 Correlated most with: Maternal Diagnosis:9ccs193:OB-related perin trauma:1.000 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.296 Maternal Diagnosis:9ccs187:Malposition:-0.140 Maternal Diagnosis:9ccs195:Ot compl bir:-0.140 Newborn Diagnosis:9ccs219:Low birth wt:-0.119 Maternal Diagnosis:9ccs184:Early labor:-0.110 MatDeliveryAge:-0.104 Newborn Diagnosis:9ccs256:Exam/eval:-0.102 Diagnosis:9ccs256:Exam/eval:0.097 Newborn Diagnosis:9ccs222:Perint jaund:-0.092 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 241 | OR_unadj: 1.095 [0.706 1.699] | indivs AUC:0.546 Correlated most with: Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:1.000 Maternal Maternal Lab History: MPV-otherPregnancy:-0.453 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.441 Maternal Maternal Lab History: MCH-otherPregnancy:-0.262 Maternal Maternal Lab History: MPV-postPregnancy:-0.240 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.237 Maternal Maternal Lab History: MCV-otherPregnancy:-0.206 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:0.198 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.185 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.185 Maternal Maternal Lab History: MPV-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 206 | OR_unadj: 0.591 [0.325 1.076] | indivs AUC:0.486 Correlated most with: Maternal Maternal Lab History: MPV-otherPregnancy:1.000 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.453 Maternal Maternal Lab History: MPV-postPregnancy:0.404 Diagnosis:9ccs162:Ot dx bladdr:0.300 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.189 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:-0.177 Maternal Maternal Procedure History:90801-postPregnancy:0.165 Maternal Maternal Lab History: URINE PH-otherPregnancy:-0.164 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.159 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.149 Maternal Diagnosis:9ccs185:Long pregncy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 418 | OR_unadj: 1.131 [0.872 1.468] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:1.000 Newborn Diagnosis:9ccs224:Ot perint dx:0.343 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.151 Maternal Diagnosis:9ccs184:Early labor:-0.146 Newborn Diagnosis:9ccs219:Low birth wt:-0.141 Maternal Diagnosis:9ccs186:DM in preg:-0.118 Maternal Diagnosis:9ccs190:Fetal distrs:0.103 Diagnosis:9ccs197:Skin infectn:0.082 Maternal Diagnosis:9ccs128:Asthma:-0.076 MatDeliveryAge:-0.074 Maternal Vital: HR-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 244 | OR_unadj: 0.917 [0.577 1.459] | indivs AUC:0.517 Correlated most with: Maternal Vital: HR-otherPregnancy:1.000 Maternal Vital: PL-otherPregnancy:0.310 Maternal Vital: HR-postPregnancy:0.289 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.193 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.191 Maternal Vital: BP-otherPregnancy:0.185 Maternal Vital: SpO2-otherPregnancy:-0.176 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:-0.175 Maternal Vital: Wt-otherPregnancy:0.168 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.162 Diagnosis:9ccs91:Other eye dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 156 | OR_unadj: 0.984 [0.661 1.465] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs91:Other eye dx:1.000 Diagnosis:9ccs89:Blindness:0.242 Diagnosis:9ccs90:Eye infectn:0.173 Number of Visits:0.142 Diagnosis:9ccs7:Viral infect:0.121 Diagnosis:9ccs217:Ot cong anom:0.110 Maternal Diagnosis:9ccs133:Oth low resp:0.108 Diagnosis:9ccs44:Neoplsm unsp:0.108 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.100 Diagnosis:9ccs96:Hrt valve dx:0.097 Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 180 | OR_unadj: 0.649 [0.338 1.249] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.208 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.189 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.172 Maternal Maternal Lab History: PTT-postPregnancy:0.149 Maternal Maternal Lab History: URINE PH-postPregnancy:-0.146 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.142 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.141 Maternal Maternal Lab History: BUN-otherPregnancy:0.136 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.136 Maternal Diagnosis:9ccs195:Ot compl bir | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 794 | OR_unadj: 1.158 [0.923 1.452] | indivs AUC:0.490 Correlated most with: Maternal Diagnosis:9ccs195:Ot compl bir:1.000 MatDeliveryAge:0.147 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.140 Maternal Diagnosis:9ccs190:Fetal distrs:0.122 Maternal Diagnosis:9ccs191:Amnios dx:0.109 Maternal Diagnosis:9ccs183:HTN in preg:0.088 Newborn Diagnosis:9ccs256:Exam/eval:0.087 Diagnosis:9ccs76:Meningitis:-0.083 Maternal Diagnosis:9ccs46:Bnign ut neo:0.083 Newborn Diagnosis:9ccs224:Ot perint dx:0.082 Maternal Maternal Lab History: MCH-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 241 | OR_unadj: 0.728 [0.461 1.147] | indivs AUC:0.524 Correlated most with: Maternal Maternal Lab History: MCH-otherPregnancy:1.000 Maternal Maternal Lab History: MCV-otherPregnancy:0.775 Maternal Maternal Lab History: RDW-otherPregnancy:-0.568 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.534 Maternal Maternal Lab History: MCH-postPregnancy:0.447 Maternal Maternal Lab History: MCV-postPregnancy:0.414 Maternal Maternal Lab History: RDW-postPregnancy:-0.323 Maternal Maternal Lab History: RBC-otherPregnancy:-0.319 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.293 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.281 Newborn Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 184 | OR_unadj: 1.088 [0.758 1.563] | indivs AUC:0.503 Correlated most with: Newborn Diagnosis:9ccs222:Perint jaund:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.329 Maternal Diagnosis:9ccs184:Early labor:0.276 Newborn Diagnosis:9ccs256:Exam/eval:0.269 Diagnosis:9ccs219:Low birth wt:0.213 Newborn Diagnosis:9ccs253:Allergy:0.185 Newborn Diagnosis:9ccs221:Resp distres:0.144 Maternal Diagnosis:9ccs183:HTN in preg:0.127 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.121 Newborn Diagnosis:9ccs224:Ot perint dx:0.121 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 241 | OR_unadj: 0.728 [0.448 1.182] | indivs AUC:0.487 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:1.000 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.941 Maternal Maternal Lab History: RBC-otherPregnancy:0.595 Maternal Maternal Lab History: MCH-otherPregnancy:0.534 Maternal Maternal Lab History: RDW-otherPregnancy:-0.518 Maternal Maternal Lab History: MCV-otherPregnancy:0.489 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.377 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.317 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.313 Maternal Maternal Lab History: MCH-postPregnancy:0.289 Maternal Vital: PL-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 125 | OR_unadj: 1.046 [0.558 1.963] | indivs AUC:0.502 Correlated most with: Maternal Vital: PL-postPregnancy:1.000 Maternal Vital: PL-otherPregnancy:0.291 Maternal Vital: HR-postPregnancy:0.208 Maternal Maternal Lab History: A/G RATIO-postPregnancy:0.204 Maternal Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:-0.204 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.189 Maternal Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:-0.179 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.161 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:0.149 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:-0.147 Diagnosis:9ccs4:Mycoses | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 182 | OR_unadj: 1.068 [0.742 1.539] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs4:Mycoses:1.000 Number of Visits:0.185 Diagnosis:9ccs92:Otitis media:0.150 Diagnosis:9ccs200:Oth skin dx:0.133 Diagnosis:9ccs253:Allergy:0.131 Diagnosis:9ccs126:Ot up rsp in:0.128 Diagnosis:9ccs7:Viral infect:0.095 Diagnosis:9ccs155:Other GI dx:0.087 Diagnosis:9ccs76:Meningitis:0.082 Diagnosis:9ccs257:Ot aftercare:0.081 Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 857 | OR_unadj: 1.042 [0.831 1.306] | indivs AUC:0.448 Correlated most with: Diagnosis:9ccs253:Allergy:1.000 Number of Visits:0.299 Diagnosis:9ccs200:Oth skin dx:0.229 Diagnosis:9ccs126:Ot up rsp in:0.198 Diagnosis:9ccs255:Social admin:0.198 Diagnosis:9ccs10:Immuniz/scrn:0.198 Diagnosis:9ccs198:Ot infl skin:0.187 Diagnosis:9ccs155:Other GI dx:0.183 Diagnosis:9ccs7:Viral infect:0.174 Diagnosis:9ccs257:Ot aftercare:0.174 Maternal Maternal Lab History: WBC-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 241 | OR_unadj: 0.986 [0.618 1.573] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: WBC-otherPregnancy:1.000 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.839 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.528 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.474 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.436 Maternal Maternal Lab History: WBC-postPregnancy:0.296 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.264 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.245 Maternal Maternal Lab History: POLYS-otherPregnancy:0.242 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:0.234 Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 507 | OR_unadj: 0.895 [0.695 1.152] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs200:Oth skin dx:1.000 Number of Visits:0.249 Diagnosis:9ccs253:Allergy:0.229 Diagnosis:9ccs7:Viral infect:0.216 Diagnosis:9ccs239:Superfic inj:0.169 Diagnosis:9ccs155:Other GI dx:0.168 Diagnosis:9ccs198:Ot infl skin:0.160 Diagnosis:9ccs126:Ot up rsp in:0.151 Diagnosis:9ccs10:Immuniz/scrn:0.148 Diagnosis:9ccs133:Oth low resp:0.147 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 223 | OR_unadj: 0.788 [0.406 1.530] | indivs AUC:0.507 Correlated most with: Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:1.000 Maternal Maternal Procedure History:90471-postPregnancy:0.352 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.294 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.280 Maternal Maternal Lab History: MUMPS IGG-postPregnancy:-0.267 Maternal Maternal Procedure History:90656-postPregnancy:0.243 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.222 Maternal Maternal Procedure History:36415-postPregnancy:0.216 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.198 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.193 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 264 | OR_unadj: 0.961 [0.631 1.464] | indivs AUC:0.497 Correlated most with: Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:1.000 Maternal Maternal Procedure History:81000-otherPregnancy:0.567 Maternal Maternal Procedure History:99401-otherPregnancy:0.325 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.250 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.219 Maternal Maternal Lab History: RBC-otherPregnancy:-0.196 Maternal Maternal Procedure History:81000-postPregnancy:0.195 Maternal Maternal Lab History: MCV-otherPregnancy:0.194 Maternal Maternal Procedure History:99401-postPregnancy:0.191 Maternal Maternal Lab History: ALT-otherPregnancy:-0.182 Maternal Vital: Wt Change-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 141 | OR_unadj: 1.165 [0.676 2.008] | indivs AUC:0.526 Correlated most with: Maternal Vital: Wt Change-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.408 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.329 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.293 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.257 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.221 Maternal Maternal Lab History: AFP-otherPregnancy:-0.197 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:-0.186 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.185 Diagnosis:9ccs2:Septicemia:-0.162 Maternal Maternal Lab History: ALT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 179 | OR_unadj: 1.389 [0.741 2.603] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: ALT-otherPregnancy:1.000 Maternal Maternal Lab History: AST-otherPregnancy:0.592 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.415 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.411 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:0.332 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.292 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:0.260 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.254 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.237 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.224 Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 466 | OR_unadj: 0.954 [0.738 1.234] | indivs AUC:0.485 Correlated most with: Diagnosis:9ccs155:Other GI dx:1.000 Number of Visits:0.323 Diagnosis:9ccs7:Viral infect:0.202 Diagnosis:9ccs154:Gastroent:0.191 Diagnosis:9ccs253:Allergy:0.183 Diagnosis:9ccs133:Oth low resp:0.172 Diagnosis:9ccs126:Ot up rsp in:0.171 Diagnosis:9ccs200:Oth skin dx:0.168 Diagnosis:9ccs257:Ot aftercare:0.152 Diagnosis:9ccs10:Immuniz/scrn:0.146 Diagnosis:9ccs92:Otitis media | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 817 | OR_unadj: 1.012 [0.807 1.269] | indivs AUC:0.464 Correlated most with: Diagnosis:9ccs92:Otitis media:1.000 Number of Visits:0.404 Diagnosis:9ccs126:Ot up rsp in:0.369 Diagnosis:9ccs257:Ot aftercare:0.273 Diagnosis:9ccs128:Asthma:0.232 Diagnosis:9ccs125:Bronchitis:0.230 Diagnosis:9ccs7:Viral infect:0.216 Diagnosis:9ccs255:Social admin:0.205 Diagnosis:9ccs90:Eye infectn:0.204 Diagnosis:9ccs10:Immuniz/scrn:0.200 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 234 | OR_unadj: 0.841 [0.497 1.425] | indivs AUC:0.487 Correlated most with: Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.371 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.354 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.241 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.211 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.206 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.191 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.185 Maternal Maternal Procedure History:99401-postPregnancy:-0.163 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.163 Maternal Diagnosis:9ccs189:Prev c-sectn | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 260 | OR_unadj: 1.185 [0.871 1.613] | indivs AUC:0.520 Correlated most with: Maternal Diagnosis:9ccs189:Prev c-sectn:1.000 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.296 Maternal Diagnosis:9ccs176:Contraceptiv:0.233 MatDeliveryAge:0.193 Maternal Diagnosis:9ccs190:Fetal distrs:-0.173 Maternal Diagnosis:9ccs185:Long pregncy:-0.151 Maternal Diagnosis:9ccs168:PID:0.142 Maternal Diagnosis:9ccs155:Other GI dx:0.101 Newborn Diagnosis:9ccs218:Liveborn:-0.099 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.090 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 195 | OR_unadj: 1.037 [0.649 1.659] | indivs AUC:0.523 Correlated most with: Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:1.000 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.864 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.693 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:-0.580 Maternal Maternal Lab History: WBC-otherPregnancy:0.436 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:-0.371 Maternal Vital: Wt Percentile-postPregnancy:0.250 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.233 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:-0.231 Maternal Maternal Lab History: BASOPHIL-otherPregnancy:-0.223 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 234 | OR_unadj: 0.751 [0.451 1.250] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.864 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.587 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.586 Maternal Maternal Lab History: WBC-otherPregnancy:-0.474 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.413 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:-0.270 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.258 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.227 Maternal Vital: BMI Percentile-otherPregnancy:-0.219 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 180 | OR_unadj: 0.852 [0.495 1.466] | indivs AUC:0.473 Correlated most with: Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.757 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.528 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.312 Maternal Maternal Lab History: BUN-otherPregnancy:0.292 Maternal Maternal Lab History: RBC-otherPregnancy:0.218 Maternal Maternal Lab History: Alk Phos-otherPregnancy:-0.215 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.212 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.200 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.196 Maternal Maternal Lab History: Alk Phos-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 181 | OR_unadj: 1.186 [0.654 2.152] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: Alk Phos-otherPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:-0.417 Maternal Maternal Lab History: AST-otherPregnancy:0.300 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.289 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.282 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.252 Maternal Maternal Lab History: CALCIUM-otherPregnancy:-0.248 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.245 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:-0.218 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:-0.215 Maternal Maternal Lab History: ESTRIOL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 160 | OR_unadj: 0.771 [0.398 1.497] | indivs AUC:0.507 Correlated most with: Maternal Maternal Lab History: ESTRIOL-postPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.589 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.486 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.358 Maternal Maternal Lab History: AFP-postPregnancy:0.326 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.284 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.273 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.243 Maternal Diagnosis:9ccs149:Biliary dx:0.206 Maternal Maternal Diagnosis:9ccs208:Acq foot def-postPregnancy:-0.194 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 184 | OR_unadj: 0.770 [0.496 1.197] | indivs AUC:0.519 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:-0.853 Maternal Maternal Lab History: CREATININE-postPregnancy:-0.366 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.264 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.232 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:-0.161 Maternal Maternal Lab History: MAGNESIUM-otherPregnancy:-0.143 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:-0.129 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.128 Maternal Maternal Lab History: CREATININE-otherPregnancy:-0.124 Diagnosis:9ccs90:Eye infectn | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 443 | OR_unadj: 1.060 [0.819 1.372] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs90:Eye infectn:1.000 Number of Visits:0.288 Diagnosis:9ccs126:Ot up rsp in:0.206 Diagnosis:9ccs92:Otitis media:0.204 Diagnosis:9ccs7:Viral infect:0.180 Diagnosis:9ccs125:Bronchitis:0.175 Diagnosis:9ccs91:Other eye dx:0.173 Diagnosis:9ccs10:Immuniz/scrn:0.151 Diagnosis:9ccs257:Ot aftercare:0.148 Diagnosis:9ccs155:Other GI dx:0.131 * Maternal Diagnosis:9ccs186:DM in preg | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 190 | OR_unadj: 1.605 [1.150 2.240] | indivs AUC:0.515 Correlated most with: Maternal Diagnosis:9ccs186:DM in preg:1.000 Maternal Diagnosis:9ccs49:DiabMel no c:0.454 Newborn Diagnosis:9ccs259:Unclassified:0.347 MatDeliveryAge:0.233 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.167 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.146 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.119 Maternal Diagnosis:9ccs185:Long pregncy:-0.118 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.112 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.110 Maternal Maternal Lab History: CALCIUM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 182 | OR_unadj: 0.841 [0.497 1.425] | indivs AUC:0.469 Correlated most with: Maternal Maternal Lab History: CALCIUM-otherPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.650 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.528 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.264 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.258 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.257 Maternal Maternal Lab History: Alk Phos-otherPregnancy:-0.248 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.244 Maternal Maternal Lab History: HCG-otherPregnancy:0.241 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.236 Maternal Diagnosis:9ccs190:Fetal distrs | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 408 | OR_unadj: 1.221 [0.942 1.584] | indivs AUC:0.555 Correlated most with: Maternal Diagnosis:9ccs190:Fetal distrs:1.000 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.173 Maternal Diagnosis:9ccs195:Ot compl bir:0.122 Maternal Diagnosis:9ccs185:Long pregncy:0.103 Maternal Diagnosis:9ccs184:Early labor:-0.089 Newborn Diagnosis:9ccs219:Low birth wt:-0.082 Maternal Diagnosis:9ccs176:Contraceptiv:-0.081 Maternal Diagnosis:9ccs181:Ot preg comp:0.076 Diagnosis:9ccs240:Burns:0.076 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.068 Maternal Diagnosis:9ccs192:Umbil cord | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 150 | OR_unadj: 1.129 [0.762 1.672] | indivs AUC:0.501 Correlated most with: Maternal Diagnosis:9ccs192:Umbil cord:1.000 Maternal Diagnosis:9ccs84:Headache/mig:0.086 Diagnosis:9ccs145:Int obstruct:0.086 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.085 Diagnosis:9ccs141:Ot dx stomch:0.079 Newborn Diagnosis:9ccs220:Birth asphyx:0.078 Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:0.076 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.075 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.070 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.070 Diagnosis:9ccs135:Intest infct | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 470 | OR_unadj: 1.188 [0.925 1.525] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs135:Intest infct:1.000 Number of Visits:0.295 Diagnosis:9ccs126:Ot up rsp in:0.182 Diagnosis:9ccs257:Ot aftercare:0.171 Diagnosis:9ccs7:Viral infect:0.168 Diagnosis:9ccs125:Bronchitis:0.167 Diagnosis:9ccs92:Otitis media:0.154 Diagnosis:9ccs10:Immuniz/scrn:0.145 Diagnosis:9ccs255:Social admin:0.136 Diagnosis:9ccs155:Other GI dx:0.131 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 119 | OR_unadj: 0.720 [0.333 1.553] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.589 Maternal Maternal Lab History: AFP-postPregnancy:0.426 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.376 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.303 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.227 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.207 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.197 Maternal Maternal Lab History: URIC ACID-otherPregnancy:-0.182 Maternal Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.180 Maternal Maternal Lab History: RUBELLA-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 146 | OR_unadj: 0.683 [0.318 1.470] | indivs AUC:0.487 Correlated most with: Maternal Maternal Lab History: RUBELLA-postPregnancy:1.000 Maternal Maternal Lab History: RUBELLA-otherPregnancy:0.217 Maternal Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:-0.163 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.153 Maternal Diagnosis:9ccs84:Headache/mig:0.151 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.149 Maternal Maternal Lab History: AFP-postPregnancy:0.147 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.136 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.135 Newborn Diagnosis:9ccs252:Fatigue:0.131 Maternal Maternal Procedure History:81000-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 265 | OR_unadj: 1.208 [0.796 1.835] | indivs AUC:0.549 Correlated most with: Maternal Maternal Procedure History:81000-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.567 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.335 Maternal Maternal Procedure History:99401-otherPregnancy:0.312 Maternal Maternal Procedure History:81000-postPregnancy:0.237 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.235 Maternal Maternal Lab History: RBC-otherPregnancy:-0.217 Maternal Maternal Lab History: MCV-otherPregnancy:0.192 Maternal Vital: BP-otherPregnancy:-0.185 Maternal Maternal Lab History: LDL-otherPregnancy:0.180 Diagnosis:9ccs74:Ot mentl cnd | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 204 | OR_unadj: 0.817 [0.565 1.182] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs74:Ot mentl cnd:1.000 Diagnosis:9ccs113:Late eff CVD:0.219 Diagnosis:9ccs94:Other ear dx:0.205 Number of Visits:0.187 Diagnosis:9ccs95:Oth nerv dx:0.179 Diagnosis:9ccs10:Immuniz/scrn:0.122 Diagnosis:9ccs70:Schizo/rl dx:0.093 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.091 Diagnosis:9ccs126:Ot up rsp in:0.089 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.081 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 194 | OR_unadj: 0.655 [0.358 1.197] | indivs AUC:0.466 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.853 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:0.293 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.206 Maternal Maternal Lab History: MAGNESIUM-otherPregnancy:0.166 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.165 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.161 Newborn Diagnosis:9ccs252:Fatigue:0.155 Maternal Maternal Lab History: URIC ACID-otherPregnancy:-0.142 Maternal Maternal Lab History: AFP-postPregnancy:0.134 Diagnosis:9ccs222:Perint jaund | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 225 | OR_unadj: 0.925 [0.656 1.303] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs222:Perint jaund:1.000 Diagnosis:9ccs151:Oth liver dx:0.181 Newborn Diagnosis:9ccs222:Perint jaund:0.108 Lab:294203 BILIRUBIN TOTAL - LMC:-0.101 Maternal Diagnosis:9ccs253:Allergy:0.089 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.077 Maternal Diagnosis:9ccs7:Viral infect:0.075 Diagnosis:9ccs224:Ot perint dx:0.073 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.070 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:-0.069 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 194 | OR_unadj: 0.948 [0.556 1.615] | indivs AUC:0.463 Correlated most with: Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:1.000 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.611 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:0.273 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:0.233 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.208 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.186 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.178 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.176 Maternal Maternal Lab History: MAGNESIUM-otherPregnancy:0.171 Maternal Vital: Ht-otherPregnancy:0.161 Maternal Maternal Lab History: ANION GAP-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 85 | OR_unadj: 1.152 [0.595 2.231] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: ANION GAP-otherPregnancy:1.000 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.351 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.346 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.338 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.327 Maternal Maternal Lab History: SODIUM-otherPregnancy:0.303 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.299 Maternal Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:0.260 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.258 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.250 Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 159 | OR_unadj: 1.256 [0.863 1.827] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.473 Newborn Diagnosis:9ccs96:Hrt valve dx:0.250 Diagnosis:9ccs117:Ot circul dx:0.228 Newborn Diagnosis:9ccs213:Cardiac anom:0.208 Newborn Diagnosis:9ccs216:Nerv cong an:0.131 Diagnosis:9ccs245:Syncope:0.131 Diagnosis:9ccs244:Other injury:0.101 Maternal Diagnosis:9ccs149:Biliary dx:0.101 Diagnosis:9ccs91:Other eye dx:0.097 Maternal Maternal Lab History: BASOPHIL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 213 | OR_unadj: 0.879 [0.510 1.514] | indivs AUC:0.503 Correlated most with: Maternal Maternal Lab History: BASOPHIL-otherPregnancy:1.000 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.294 Maternal Maternal Lab History: IRON-otherPregnancy:0.238 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.223 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.214 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.194 Diagnosis:9ccs109:Acute CVD:0.187 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.186 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.182 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:-0.171 Diagnosis:9ccs198:Ot infl skin | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 237 | OR_unadj: 1.022 [0.735 1.419] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs198:Ot infl skin:1.000 Diagnosis:9ccs253:Allergy:0.187 Diagnosis:9ccs200:Oth skin dx:0.160 Number of Visits:0.121 Diagnosis:9ccs10:Immuniz/scrn:0.106 Diagnosis:9ccs7:Viral infect:0.101 Diagnosis:9ccs126:Ot up rsp in:0.097 Diagnosis:9ccs255:Social admin:0.089 Diagnosis:9ccs72:Anxiety dx:0.085 Diagnosis:9ccs92:Otitis media:0.082 Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 166 | OR_unadj: 1.404 [0.979 2.013] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs94:Other ear dx:1.000 Number of Visits:0.257 Diagnosis:9ccs74:Ot mentl cnd:0.205 Diagnosis:9ccs113:Late eff CVD:0.198 Diagnosis:9ccs92:Otitis media:0.119 Diagnosis:9ccs126:Ot up rsp in:0.101 Diagnosis:9ccs95:Oth nerv dx:0.101 Maternal Maternal Procedure History:45300-postPregnancy:0.089 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.086 Diagnosis:9ccs127:COPD:0.084 Maternal Diagnosis:9ccs181:Ot preg comp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 448 | OR_unadj: 1.076 [0.833 1.391] | indivs AUC:0.533 Correlated most with: Maternal Diagnosis:9ccs181:Ot preg comp:1.000 Maternal Diagnosis:9ccs10:Immuniz/scrn:0.536 Maternal Diagnosis:9ccs59:Anemia:0.373 Maternal Diagnosis:9ccs128:Asthma:0.203 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.201 Maternal Diagnosis:9ccs60:Acut p-h anm:0.176 Maternal Diagnosis:9ccs106:Dysrhythmia:0.152 Maternal Diagnosis:9ccs48:Thyroid dsor:0.136 Maternal Diagnosis:9ccs149:Biliary dx:0.136 Maternal Diagnosis:9ccs168:PID:0.128 Diagnosis:9ccs166:Oth male gen | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 92 | OR_unadj: 1.049 [0.636 1.730] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs166:Oth male gen:1.000 Maternal Maternal Procedure History:96372-otherPregnancy:0.104 Diagnosis:9ccs165:Inf male gen:0.102 Maternal Diagnosis:9ccs198:Ot infl skin:0.102 Diagnosis:9ccs142:Appendicitis:0.102 Diagnosis:9ccs230:Fx leg:0.102 Maternal Diagnosis:9ccs215:gu cong anom:0.102 Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:0.102 Newborn Diagnosis:9ccs229:Fx arm:0.102 Newborn Diagnosis:9ccs2620:E Codes: Unspecified:0.102 Maternal Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 85 | OR_unadj: 1.249 [0.758 2.058] | indivs AUC:0.522 Correlated most with: Maternal Diagnosis:9ccs59:Anemia:1.000 Maternal Diagnosis:9ccs181:Ot preg comp:0.373 Newborn Diagnosis:9ccs63:Wht blood dx:0.150 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.123 Maternal Maternal Procedure History:45300-postPregnancy:0.122 Maternal Maternal Lab History: RDW-postPregnancy:0.112 Maternal Diagnosis:9ccs155:Other GI dx:0.112 Maternal Maternal Procedure History:85018-postPregnancy:0.107 Maternal Diagnosis:9ccs1:Tuberculosis:0.106 Maternal Diagnosis:9ccs56:Cystic fibro:0.106 Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 137 | OR_unadj: 0.657 [0.410 1.052] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs217:Ot cong anom:1.000 Diagnosis:9ccs89:Blindness:0.212 Newborn Diagnosis:9ccs217:Ot cong anom:0.147 Number of Visits:0.123 Diagnosis:9ccs2619:e codes: other specified- nec:0.116 Diagnosis:9ccs91:Other eye dx:0.110 Diagnosis:9ccs95:Oth nerv dx:0.107 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.107 Diagnosis:9ccs10:Immuniz/scrn:0.089 Diagnosis:9ccs257:Ot aftercare:0.089 Maternal Diagnosis:9ccs191:Amnios dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 166 | OR_unadj: 1.096 [0.751 1.599] | indivs AUC:0.517 Correlated most with: Maternal Diagnosis:9ccs191:Amnios dx:1.000 Newborn Diagnosis:9ccs256:Exam/eval:0.139 Maternal Diagnosis:9ccs195:Ot compl bir:0.109 Newborn Diagnosis:9ccs253:Allergy:0.103 Newborn Diagnosis:9ccs219:Low birth wt:0.099 Maternal Maternal Lab History: MONOS-otherPregnancy:0.093 Diagnosis:9ccs219:Low birth wt:0.092 Diagnosis:9ccs240:Burns:0.090 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.088 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.088 Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 128 | OR_unadj: 1.484 [0.995 2.214] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs136:Teeth dx:1.000 Number of Visits:0.153 Diagnosis:9ccs7:Viral infect:0.113 Diagnosis:9ccs10:Immuniz/scrn:0.105 Newborn Diagnosis:9ccs218:Liveborn:-0.094 Diagnosis:9ccs155:Other GI dx:0.094 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.093 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.090 Diagnosis:9ccs109:Acute CVD:0.085 Maternal Diagnosis:9ccs9:Sexual Infxs:0.085 Maternal Maternal Lab History: AST-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 172 | OR_unadj: 1.437 [0.845 2.445] | indivs AUC:0.526 Correlated most with: Maternal Maternal Lab History: AST-otherPregnancy:1.000 Maternal Maternal Lab History: ALT-otherPregnancy:0.592 Maternal Maternal Lab History: URIC ACID-otherPregnancy:-0.384 Maternal Maternal Lab History: PT-otherPregnancy:0.331 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.300 Maternal Maternal Lab History: MAGNESIUM-otherPregnancy:0.291 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.275 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.249 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.241 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.229 * Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 162 | OR_unadj: 1.954 [1.381 2.764] | indivs AUC:0.516 Correlated most with: Diagnosis:9ccs58:Ot nutrit dx:1.000 Number of Visits:0.168 Diagnosis:9ccs155:Other GI dx:0.133 Diagnosis:9ccs52:Nutrit defic:0.130 Diagnosis:9ccs232:Sprain:0.106 Diagnosis:9ccs239:Superfic inj:0.093 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.089 Diagnosis:9ccs133:Oth low resp:0.088 Diagnosis:9ccs200:Oth skin dx:0.087 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.087 Maternal Maternal Lab History: MONOS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 135 | OR_unadj: 0.746 [0.373 1.490] | indivs AUC:0.517 Correlated most with: Maternal Maternal Lab History: MONOS-postPregnancy:1.000 Maternal Maternal Lab History: POLYS-postPregnancy:-0.279 Maternal Diagnosis:9ccs142:Appendicitis:0.244 Maternal Maternal Lab History: MONOS-otherPregnancy:0.237 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.223 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.183 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:-0.171 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.171 Maternal Maternal Procedure History:90801-postPregnancy:0.169 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.169 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 119 | OR_unadj: 1.219 [0.627 2.372] | indivs AUC:0.518 Correlated most with: Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:1.000 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.752 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.460 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.329 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:-0.303 Maternal Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:-0.298 Maternal Maternal Lab History: HEPATITIS B DNA-postPregnancy:-0.298 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.244 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.211 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.191 Vital: HC Percentile-latest | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 0.784 [0.264 2.329] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs69:Affective dx:0.137 Maternal Diagnosis:9ccs67:Subst-r mntl:0.122 Diagnosis:9ccs5:HIV infectn:0.122 Diagnosis:9ccs48:Thyroid dsor:0.090 Diagnosis:9ccs83:Epilepsy/cnv:-0.084 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy:0.073 Maternal Vital: RR-otherPregnancy:0.071 Maternal Diagnosis:9ccs128:Asthma:-0.069 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:-0.066 Maternal Diagnosis:9ccs48:Thyroid dsor:0.062 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 193 | OR_unadj: 1.190 [0.724 1.954] | indivs AUC:0.517 Correlated most with: Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:1.000 Maternal Maternal Lab History: WBC-otherPregnancy:0.839 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.693 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.587 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.580 Diagnosis:10ccs238:Complic proc:0.285 Diagnosis:9ccs2604:E Codes: Fire/burn:0.285 Maternal Maternal Lab History: WBC-postPregnancy:0.228 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.227 Maternal Maternal Lab History: URIC ACID-otherPregnancy:-0.222 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 205 | OR_unadj: 0.903 [0.538 1.515] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.784 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.293 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.232 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.212 Maternal Maternal Lab History: RBC-otherPregnancy:-0.172 Maternal Maternal Lab History: MCV-otherPregnancy:0.169 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.169 Maternal Maternal Procedure History:90801-postPregnancy:-0.168 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.164 Diagnosis:9ccs197:Skin infectn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 189 | OR_unadj: 1.047 [0.730 1.501] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs197:Skin infectn:1.000 Number of Visits:0.162 Diagnosis:9ccs239:Superfic inj:0.115 Diagnosis:9ccs10:Immuniz/scrn:0.108 Diagnosis:9ccs253:Allergy:0.105 Diagnosis:9ccs137:Mouth dx:0.104 Diagnosis:9ccs138:Esophgeal dx:0.103 Diagnosis:9ccs200:Oth skin dx:0.103 Diagnosis:9ccs92:Otitis media:0.099 Diagnosis:9ccs7:Viral infect:0.089 Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1654 | OR_unadj: 0.852 [0.530 1.371] | indivs AUC:0.494 Correlated most with: Newborn Diagnosis:9ccs10:Immuniz/scrn:1.000 Newborn Diagnosis:9ccs94:Other ear dx:0.397 Newborn Diagnosis:9ccs0:No DX:-0.357 Newborn Diagnosis:9ccs259:Unclassified:-0.241 Newborn Diagnosis:9ccs219:Low birth wt:-0.202 Newborn Diagnosis:9ccs221:Resp distres:-0.183 Maternal Diagnosis:9ccs184:Early labor:-0.131 Diagnosis:9ccs219:Low birth wt:-0.122 Newborn Diagnosis:9ccs213:Cardiac anom:-0.113 Newborn Diagnosis:9ccs256:Exam/eval:-0.113 Diagnosis:9ccs134:Ot uppr resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 167 | OR_unadj: 0.755 [0.500 1.141] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:1.000 Number of Visits:0.196 Diagnosis:9ccs124:Tonsillitis:0.127 Diagnosis:9ccs253:Allergy:0.125 Diagnosis:9ccs126:Ot up rsp in:0.124 Diagnosis:9ccs90:Eye infectn:0.115 Diagnosis:9ccs211:Ot conn tiss:0.111 Diagnosis:9ccs133:Oth low resp:0.100 Diagnosis:9ccs127:COPD:0.099 Diagnosis:9ccs91:Other eye dx:0.096 * Diagnosis:9ccs122:Pneumonia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 170 | OR_unadj: 1.447 [1.015 2.063] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs122:Pneumonia:1.000 Diagnosis:9ccs128:Asthma:0.304 Number of Visits:0.287 Diagnosis:9ccs125:Bronchitis:0.187 Diagnosis:9ccs257:Ot aftercare:0.182 Diagnosis:9ccs92:Otitis media:0.169 Diagnosis:9ccs126:Ot up rsp in:0.153 Diagnosis:9ccs90:Eye infectn:0.129 Diagnosis:9ccs135:Intest infct:0.128 Diagnosis:9ccs127:COPD:0.127 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 123 | OR_unadj: 0.902 [0.461 1.766] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:1.000 Maternal Maternal Lab History: LDL-postPregnancy:0.627 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.529 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.449 Maternal Maternal Lab History: VLDL-postPregnancy:0.299 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.250 Maternal Maternal Lab History: URIC ACID-postPregnancy:-0.205 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.180 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.172 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:0.165 Diagnosis:9ccs151:Oth liver dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 169 | OR_unadj: 0.743 [0.492 1.122] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs151:Oth liver dx:1.000 Diagnosis:9ccs222:Perint jaund:0.181 Lab:294203 BILIRUBIN TOTAL - LMC:-0.123 Maternal Maternal Lab History: HCG-postPregnancy:0.112 Diagnosis:9ccs10:Immuniz/scrn:0.101 Diagnosis:9ccs258:Other screen:0.100 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.097 Diagnosis:9ccs243:Poisn nonmed:0.096 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.095 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:-0.095 Maternal Maternal Procedure History:99000-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 312 | OR_unadj: 0.695 [0.395 1.225] | indivs AUC:0.503 Correlated most with: Maternal Maternal Procedure History:99000-postPregnancy:1.000 Maternal Maternal Procedure History:99401-postPregnancy:0.236 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.235 Maternal Maternal Procedure History:86703-postPregnancy:0.227 Maternal Maternal Lab History: A/G-postPregnancy:0.212 Maternal Maternal Procedure History:99000-otherPregnancy:-0.210 Maternal Maternal Procedure History:81000-postPregnancy:0.210 Maternal Maternal Lab History: HCG-otherPregnancy:0.201 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.196 Maternal Maternal Procedure History:90656-otherPregnancy:-0.194 Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 244 | OR_unadj: 1.121 [0.815 1.542] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs133:Oth low resp:1.000 Number of Visits:0.321 Diagnosis:9ccs256:Exam/eval:0.184 Diagnosis:9ccs155:Other GI dx:0.172 Diagnosis:9ccs128:Asthma:0.170 Diagnosis:9ccs154:Gastroent:0.166 Diagnosis:9ccs253:Allergy:0.164 Diagnosis:9ccs126:Ot up rsp in:0.155 Diagnosis:9ccs127:COPD:0.155 Diagnosis:9ccs7:Viral infect:0.149 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 0.962 [0.586 1.581] | indivs AUC:0.476 Correlated most with: Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:1.000 Maternal Maternal Lab History: ANION GAP-otherPregnancy:-0.351 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:-0.215 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.183 Diagnosis:9ccs109:Acute CVD:-0.182 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.177 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.167 Maternal Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:0.167 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.164 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:-0.162 Diagnosis:9ccs239:Superfic inj | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 165 | OR_unadj: 0.910 [0.613 1.351] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs239:Superfic inj:1.000 Number of Visits:0.206 Diagnosis:9ccs258:Other screen:0.184 Diagnosis:9ccs200:Oth skin dx:0.169 Diagnosis:9ccs7:Viral infect:0.129 Diagnosis:9ccs155:Other GI dx:0.129 Diagnosis:9ccs256:Exam/eval:0.127 Diagnosis:9ccs133:Oth low resp:0.124 Diagnosis:9ccs126:Ot up rsp in:0.118 Diagnosis:9ccs197:Skin infectn:0.115 Maternal Maternal Lab History: POLYS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 135 | OR_unadj: 0.779 [0.412 1.471] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: POLYS-postPregnancy:1.000 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.374 Maternal Maternal Lab History: MONOS-postPregnancy:-0.279 Maternal Maternal Lab History: POLYS-otherPregnancy:0.277 Maternal Maternal Procedure History:81000-postPregnancy:0.269 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.246 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.242 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:-0.203 Maternal Maternal Lab History: WBC-postPregnancy:0.187 Maternal Maternal Lab History: IRON-postPregnancy:-0.173 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 53 | OR_unadj: 0.670 [0.229 1.964] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:1.000 Maternal Maternal Lab History: NT MoM-postPregnancy:0.910 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.363 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.282 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.266 Maternal Maternal Procedure History:96372-postPregnancy:0.255 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.244 Maternal Maternal Lab History: HCG-postPregnancy:0.230 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.222 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.203 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 122 | OR_unadj: 1.451 [0.788 2.673] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:1.000 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.660 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.544 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.529 Maternal Maternal Lab History: VLDL-postPregnancy:0.502 Maternal Maternal Lab History: LDL-postPregnancy:0.433 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.335 Maternal Vital: Wt-postPregnancy:0.222 Diagnosis:9ccs109:Acute CVD:0.201 Maternal Maternal Lab History: ALT-postPregnancy:0.198 Diagnosis:9ccs113:Late eff CVD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 169 | OR_unadj: 1.068 [0.732 1.557] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs113:Late eff CVD:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.219 Diagnosis:9ccs94:Other ear dx:0.198 Diagnosis:9ccs75:Hx mental dx:0.127 Number of Visits:0.112 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.107 Diagnosis:9ccs126:Ot up rsp in:0.091 Diagnosis:9ccs257:Ot aftercare:0.087 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.081 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.078 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 193 | OR_unadj: 1.135 [0.693 1.860] | indivs AUC:0.481 Correlated most with: Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:1.000 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.586 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.580 Maternal Maternal Lab History: WBC-otherPregnancy:0.264 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.238 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.237 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.184 Maternal Vital: Wt Percentile-postPregnancy:-0.159 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:-0.159 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:-0.152 Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 1.032 [0.714 1.490] | indivs AUC:0.518 Correlated most with: Diagnosis:9ccs59:Anemia:1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.135 Diagnosis:9ccs216:Nerv cong an:0.108 Number of Visits:0.088 Diagnosis:9ccs10:Immuniz/scrn:0.085 Diagnosis:9ccs255:Social admin:0.076 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.076 Diagnosis:9ccs245:Syncope:0.076 Diagnosis:9ccs137:Mouth dx:0.075 Diagnosis:9ccs4:Mycoses:0.074 Maternal Maternal Lab History: SODIUM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 1.115 [0.674 1.845] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: SODIUM-otherPregnancy:1.000 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:0.423 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.303 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.173 Maternal Maternal Lab History: PTT-otherPregnancy:0.168 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.164 Maternal Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:0.158 Maternal Vital: SpO2-otherPregnancy:0.153 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.149 Newborn Diagnosis:9ccs204:Ot joint dx:0.147 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 98 | OR_unadj: 1.401 [0.691 2.840] | indivs AUC:0.519 Correlated most with: Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:1.000 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:-0.279 Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.276 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:-0.250 Maternal Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:0.222 Maternal Maternal Lab History: PTT-otherPregnancy:-0.220 Maternal Maternal Lab History: INR-otherPregnancy:-0.209 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:-0.203 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:-0.192 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:-0.190 Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 141 | OR_unadj: 0.785 [0.505 1.221] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs256:Exam/eval:1.000 Diagnosis:9ccs133:Oth low resp:0.184 Number of Visits:0.148 Diagnosis:9ccs155:Other GI dx:0.140 Diagnosis:9ccs200:Oth skin dx:0.140 Diagnosis:9ccs154:Gastroent:0.138 Diagnosis:9ccs239:Superfic inj:0.127 Diagnosis:9ccs253:Allergy:0.118 Diagnosis:9ccs232:Sprain:0.114 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.111 Diagnosis:9ccs137:Mouth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 0.765 [0.440 1.331] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs137:Mouth dx:1.000 Diagnosis:9ccs258:Other screen:0.165 Number of Visits:0.153 Diagnosis:9ccs200:Oth skin dx:0.105 Diagnosis:9ccs197:Skin infectn:0.104 Diagnosis:9ccs115:Aneurysm:0.103 Maternal Diagnosis:9ccs180:Ectopic preg:0.103 Diagnosis:9ccs188:Pelvic obstr:0.103 Newborn Diagnosis:9ccs134:Ot uppr resp:0.103 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.103 Maternal Maternal Lab History: LDH-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 96 | OR_unadj: 0.374 [0.113 1.237] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: LDH-postPregnancy:1.000 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.445 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.404 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.381 Maternal Maternal Lab History: CALCIUM-postPregnancy:-0.378 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.372 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:0.333 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:-0.275 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.263 Maternal Maternal Lab History: AST-postPregnancy:0.239 * Diagnosis:9ccs128:Asthma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 202 | OR_unadj: 1.499 [1.080 2.082] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs128:Asthma:1.000 Number of Visits:0.320 Diagnosis:9ccs122:Pneumonia:0.304 Diagnosis:9ccs125:Bronchitis:0.246 Diagnosis:9ccs92:Otitis media:0.232 Diagnosis:9ccs257:Ot aftercare:0.189 Diagnosis:9ccs133:Oth low resp:0.170 Diagnosis:9ccs127:COPD:0.160 Diagnosis:9ccs126:Ot up rsp in:0.156 Diagnosis:9ccs7:Viral infect:0.137 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 0.703 [0.290 1.701] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:1.000 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.202 Lab:294495 LEAD, BLOOD - LMC:-0.201 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.194 Maternal Maternal Lab History: PTT-postPregnancy:0.182 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.172 Maternal Maternal Lab History: WEIGHT-postPregnancy:-0.166 Maternal Maternal Lab History: GTT 90 MIN-postPregnancy:0.166 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.165 Diagnosis:9ccs142:Appendicitis:0.159 Diagnosis:10ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 1.780 [0.664 4.775] | indivs AUC:0.502 Correlated most with: Diagnosis:10ccs58:Ot nutrit dx:1.000 Diagnosis:9ccs2603:E Codes: Fall:0.703 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.219 Diagnosis:9ccs2619:e codes: other specified- nec:0.164 Diagnosis:9ccs64:Ot hematl dx:0.123 Maternal Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:-0.111 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.108 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.097 Diagnosis:9ccs8:Oth infectns:0.093 Diagnosis:9ccs209:Ot acq defor:0.088 Maternal Maternal Lab History: WEIGHT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 73 | OR_unadj: 2.078 [0.980 4.405] | indivs AUC:0.521 Correlated most with: Maternal Maternal Lab History: WEIGHT-otherPregnancy:1.000 Maternal Vital: Wt-otherPregnancy:0.575 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.382 Maternal Vital: Wt-postPregnancy:0.360 Maternal Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:0.330 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.301 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.298 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:-0.283 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.272 Maternal Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.256 Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 1.019 [0.604 1.720] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs215:gu cong anom:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.185 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.139 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.107 Maternal Diagnosis:9ccs82:Paralysis:0.106 Maternal Diagnosis:9ccs215:gu cong anom:0.106 Diagnosis:9ccs98:HTN:0.106 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.102 Diagnosis:9ccs51:Ot endo dsor:0.101 Number of Visits:0.100 Newborn Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 71 | OR_unadj: 1.211 [0.701 2.093] | indivs AUC:0.505 Correlated most with: Newborn Diagnosis:9ccs259:Unclassified:1.000 Maternal Diagnosis:9ccs186:DM in preg:0.347 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.241 Maternal Diagnosis:9ccs49:DiabMel no c:0.168 Maternal Diagnosis:9ccs130:Pleurisy:0.164 MatDeliveryAge:0.132 Diagnosis:9ccs56:Cystic fibro:0.132 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.132 Maternal Diagnosis:9ccs97:Carditis:0.116 Maternal Diagnosis:9ccs67:Subst-r mntl:0.116 Maternal Maternal Lab History: POTASSIUM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 1.188 [0.698 2.022] | indivs AUC:0.473 Correlated most with: Maternal Maternal Lab History: POTASSIUM-otherPregnancy:1.000 Maternal Maternal Lab History: POTASSIUM-postPregnancy:0.235 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.205 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.199 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.198 Maternal Maternal Lab History: LDH-otherPregnancy:0.188 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.172 Maternal Maternal Procedure History:36415-otherPregnancy:-0.167 Maternal Maternal Procedure History:90656-otherPregnancy:0.150 Maternal Maternal Lab History: FASTING-postPregnancy:0.149 Diagnosis:9ccs165:Inf male gen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 1.473 [0.782 2.774] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs165:Inf male gen:1.000 Newborn Diagnosis:9ccs229:Fx arm:0.142 Newborn Diagnosis:9ccs2620:E Codes: Unspecified:0.142 Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:0.142 Newborn Diagnosis:9ccs252:Fatigue:0.142 Diagnosis:9ccs9:Sexual Infxs:0.142 Maternal Diagnosis:9ccs1:Tuberculosis:0.142 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.136 Diagnosis:9ccs2603:E Codes: Fall:0.124 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.123 Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 1.297 [0.777 2.164] | indivs AUC:0.517 Correlated most with: Diagnosis:9ccs224:Ot perint dx:1.000 Number of Visits:0.116 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.113 Maternal Diagnosis:9ccs56:Cystic fibro:0.110 Maternal Diagnosis:9ccs107:Cardia arrst:0.110 Maternal Diagnosis:9ccs172:Ovarian cyst:0.110 Diagnosis:9ccs109:Acute CVD:0.110 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.108 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.092 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.092 Diagnosis:9ccs250:Nausea/vomit | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 1.171 [0.713 1.922] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs250:Nausea/vomit:1.000 Diagnosis:9ccs138:Esophgeal dx:0.202 Number of Visits:0.181 Diagnosis:9ccs141:Ot dx stomch:0.179 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.140 Diagnosis:9ccs133:Oth low resp:0.140 Maternal Maternal Lab History: HCG-otherPregnancy:0.134 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.128 Maternal Maternal Lab History: INHMOM-postPregnancy:0.127 Diagnosis:9ccs155:Other GI dx:0.125 Diagnosis:9ccs234:Crush injury | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 27 | OR_unadj: 0.611 [0.210 1.777] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs234:Crush injury:1.000 Maternal Diagnosis:9ccs245:Syncope:0.191 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.183 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.177 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.168 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.162 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.158 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.150 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.148 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.137 Maternal Maternal Lab History: CHLORIDE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 1.025 [0.629 1.671] | indivs AUC:0.490 Correlated most with: Maternal Maternal Lab History: CHLORIDE-otherPregnancy:1.000 Maternal Maternal Lab History: SODIUM-otherPregnancy:0.423 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:-0.312 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:-0.268 Maternal Maternal Lab History: CALCIUM-otherPregnancy:-0.223 Maternal Maternal Lab History: ANION GAP-otherPregnancy:-0.202 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.183 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.176 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:0.173 Maternal Maternal Lab History: CHLORIDE-postPregnancy:0.172 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 223 | OR_unadj: 0.999 [0.534 1.869] | indivs AUC:0.507 Correlated most with: Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:1.000 Maternal Maternal Procedure History:99401-otherPregnancy:0.429 Maternal Maternal Procedure History:S9470-otherPregnancy:0.406 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.368 Maternal Maternal Procedure History:81000-otherPregnancy:0.335 Maternal Vital: Ht Percentile-otherPregnancy:0.226 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.188 Maternal Vital: Ht Percentile-postPregnancy:0.160 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.156 Maternal Maternal Lab History: MONOS-otherPregnancy:0.156 Diagnosis:9ccs257:Ot aftercare | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 783 | OR_unadj: 0.992 [0.790 1.245] | indivs AUC:0.459 Correlated most with: Diagnosis:9ccs257:Ot aftercare:1.000 Number of Visits:0.371 Diagnosis:9ccs125:Bronchitis:0.288 Diagnosis:9ccs126:Ot up rsp in:0.279 Diagnosis:9ccs92:Otitis media:0.273 Diagnosis:9ccs7:Viral infect:0.225 Diagnosis:9ccs10:Immuniz/scrn:0.212 Diagnosis:9ccs255:Social admin:0.197 Diagnosis:9ccs128:Asthma:0.189 Diagnosis:9ccs122:Pneumonia:0.182 * Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 56 | OR_unadj: 1.858 [1.056 3.270] | indivs AUC:0.487 Correlated most with: Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs96:Hrt valve dx:0.473 Newborn Diagnosis:9ccs213:Cardiac anom:0.441 Newborn Diagnosis:9ccs96:Hrt valve dx:0.329 Diagnosis:9ccs117:Ot circul dx:0.225 Diagnosis:9ccs105:Conduction:0.132 Newborn Diagnosis:9ccs239:Superfic inj:0.132 Newborn Diagnosis:9ccs97:Carditis:0.132 Maternal Diagnosis:9ccs135:Intest infct:0.132 Newborn Diagnosis:9ccs104:Oth heart dx:0.132 * Maternal Diagnosis:9ccs184:Early labor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 112 | OR_unadj: 0.572 [0.333 0.983] | indivs AUC:0.464 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.770 Diagnosis:9ccs219:Low birth wt:0.469 Newborn Diagnosis:9ccs256:Exam/eval:0.288 Newborn Diagnosis:9ccs222:Perint jaund:0.276 Maternal Diagnosis:9ccs182:Hemorr preg:0.250 Newborn Diagnosis:9ccs221:Resp distres:0.249 Newborn Diagnosis:9ccs253:Allergy:0.168 Maternal Diagnosis:9ccs183:HTN in preg:0.161 Maternal Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.147 Maternal Maternal Lab History: ALBUMIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 181 | OR_unadj: 0.865 [0.503 1.490] | indivs AUC:0.485 Correlated most with: Maternal Maternal Lab History: ALBUMIN-otherPregnancy:1.000 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.757 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.650 Maternal Maternal Lab History: Alk Phos-otherPregnancy:-0.417 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.317 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.296 Maternal Maternal Lab History: BUN-otherPregnancy:0.280 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.268 Maternal Maternal Lab History: A/G-otherPregnancy:0.261 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.242 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 100 | OR_unadj: 0.583 [0.244 1.394] | indivs AUC:0.515 Correlated most with: Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:1.000 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.250 Maternal Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:0.243 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.223 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.203 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.199 Maternal Maternal Lab History: LDH-otherPregnancy:-0.198 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.193 Maternal Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:-0.189 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.185 Maternal Diagnosis:9ccs187:Malposition | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 102 | OR_unadj: 0.746 [0.443 1.257] | indivs AUC:0.468 Correlated most with: Maternal Diagnosis:9ccs187:Malposition:1.000 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.140 Maternal Diagnosis:9ccs133:Oth low resp:0.136 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.132 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.123 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.118 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.114 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.103 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.103 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:0.099 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 174 | OR_unadj: 1.056 [0.704 1.585] | indivs AUC:0.515 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.784 Maternal Maternal Lab History: CREATININE-otherPregnancy:-0.512 Maternal Maternal Procedure History:99000-otherPregnancy:-0.296 Maternal Maternal Procedure History:90656-otherPregnancy:-0.278 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:0.264 Maternal Maternal Lab History: RBC-otherPregnancy:0.208 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:-0.206 Maternal Maternal Lab History: CREATININE-postPregnancy:-0.195 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.179 * Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 78 | OR_unadj: 0.507 [0.259 0.995] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:1.000 Diagnosis:9ccs250:Nausea/vomit:0.202 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.159 Number of Visits:0.151 Diagnosis:9ccs133:Oth low resp:0.145 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.126 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.124 Maternal Maternal Lab History: INHMOM-postPregnancy:0.122 Diagnosis:9ccs155:Other GI dx:0.121 Maternal Maternal Procedure History:90656-postPregnancy:0.118 Maternal Maternal Lab History: RUBELLA-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 0.482 [0.169 1.381] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: RUBELLA-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.317 Diagnosis:10ccs238:Complic proc:0.253 Diagnosis:9ccs2604:E Codes: Fire/burn:0.253 Maternal Maternal Lab History: RUBELLA-postPregnancy:0.217 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:-0.198 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:0.194 Maternal Maternal Lab History: MAGNESIUM-otherPregnancy:-0.180 Maternal Maternal Diagnosis:9ccs185:Long pregncy-otherPregnancy:-0.179 Maternal Maternal Lab History: eGFR-otherPregnancy:-0.170 Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.403 [0.159 1.026] | indivs AUC:0.487 Correlated most with: Diagnosis:9ccs95:Oth nerv dx:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.179 Diagnosis:9ccs216:Nerv cong an:0.156 Diagnosis:9ccs211:Ot conn tiss:0.147 Maternal Diagnosis:9ccs172:Ovarian cyst:0.142 Newborn Diagnosis:9ccs166:Oth male gen:0.142 Diagnosis:9ccs86:Cataract:0.142 Diagnosis:9ccs129:Asp pneumon:0.142 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.136 Number of Visits:0.117 Newborn Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 100 | OR_unadj: 1.124 [0.700 1.805] | indivs AUC:0.486 Correlated most with: Newborn Diagnosis:9ccs256:Exam/eval:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.332 Maternal Diagnosis:9ccs184:Early labor:0.288 Newborn Diagnosis:9ccs222:Perint jaund:0.269 Newborn Diagnosis:9ccs253:Allergy:0.218 Diagnosis:9ccs219:Low birth wt:0.214 Newborn Diagnosis:9ccs221:Resp distres:0.179 Maternal Diagnosis:9ccs191:Amnios dx:0.139 Maternal Diagnosis:9ccs182:Hemorr preg:0.131 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.113 Diagnosis:9ccs244:Other injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 1.251 [0.658 2.378] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs244:Other injury:1.000 Number of Visits:0.143 Maternal Diagnosis:9ccs126:Ot up rsp in:0.139 Newborn Diagnosis:9ccs252:Fatigue:0.139 Diagnosis:9ccs230:Fx leg:0.139 Maternal Diagnosis:9ccs1:Tuberculosis:0.139 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.135 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.133 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.131 Diagnosis:9ccs165:Inf male gen:0.118 Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 1.408 [0.874 2.268] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs0:No DX:1.000 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.126 Diagnosis:9ccs10:Immuniz/scrn:0.110 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.109 Maternal Diagnosis:9ccs167:Breast dx:0.103 Maternal Diagnosis:9ccs172:Ovarian cyst:0.103 Maternal Diagnosis:9ccs135:Intest infct:0.103 Diagnosis:9ccs105:Conduction:0.103 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:0.099 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.096 Maternal Maternal Procedure History:81025-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 184 | OR_unadj: 0.712 [0.369 1.376] | indivs AUC:0.507 Correlated most with: Maternal Maternal Procedure History:81025-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.333 Maternal Maternal Procedure History:J1055-postPregnancy:0.321 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.233 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.207 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.198 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.196 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.177 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.175 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.174 Maternal Maternal Procedure History:36415-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 139 | OR_unadj: 0.436 [0.153 1.241] | indivs AUC:0.491 Correlated most with: Maternal Maternal Procedure History:36415-postPregnancy:1.000 Maternal Maternal Procedure History:36415-otherPregnancy:0.264 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.240 Maternal Maternal Procedure History:86703-postPregnancy:0.228 Maternal Maternal Lab History: HBV DNA-postPregnancy:0.227 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.224 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.216 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.216 Maternal Maternal Procedure History:90471-postPregnancy:0.215 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.202 Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 1.420 [0.825 2.447] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs159:UTI:1.000 Diagnosis:9ccs161:Ot dx kidney:0.225 Number of Visits:0.172 Diagnosis:9ccs163:Other GU dx:0.164 Diagnosis:9ccs2:Septicemia:0.129 Diagnosis:9ccs257:Ot aftercare:0.120 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.120 Diagnosis:9ccs66:Alchl-r mntl:0.120 Diagnosis:9ccs142:Appendicitis:0.120 Diagnosis:9ccs162:Ot dx bladdr:0.120 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 112 | OR_unadj: 0.975 [0.442 2.151] | indivs AUC:0.525 Correlated most with: Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.486 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.477 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:0.460 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.376 Maternal Diagnosis:9ccs149:Biliary dx:0.305 Maternal Maternal Lab History: AFP-postPregnancy:0.262 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.261 Maternal Maternal Lab History: AST-postPregnancy:0.196 Maternal Maternal Lab History: LDH-postPregnancy:0.182 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 122 | OR_unadj: 1.428 [0.724 2.816] | indivs AUC:0.515 Correlated most with: Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:1.000 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.660 Maternal Maternal Lab History: VLDL-postPregnancy:0.584 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.449 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.350 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.258 Maternal Vital: Wt-postPregnancy:0.256 Diagnosis:9ccs142:Appendicitis:0.247 Maternal Maternal Lab History: GTT 90 MIN-postPregnancy:0.241 Maternal Maternal Lab History: ALT-postPregnancy:0.235 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 219 | OR_unadj: 1.116 [0.707 1.760] | indivs AUC:0.505 Correlated most with: Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.395 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.392 Maternal Maternal Procedure History:99401-otherPregnancy:0.361 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.330 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.327 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.320 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.318 Maternal Vital: RR-otherPregnancy:0.317 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.299 Maternal Maternal Lab History: URINE PH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 186 | OR_unadj: 0.952 [0.550 1.647] | indivs AUC:0.518 Correlated most with: Maternal Maternal Lab History: URINE PH-otherPregnancy:1.000 Maternal Maternal Lab History: URINE PH-postPregnancy:0.206 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:-0.187 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.173 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.165 Maternal Maternal Lab History: MPV-otherPregnancy:-0.164 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.163 Newborn Diagnosis:9ccs104:Oth heart dx:-0.161 Newborn Diagnosis:9ccs97:Carditis:-0.161 Diagnosis:9ccs9:Sexual Infxs:-0.161 Maternal Maternal Lab History: URINE KETONES-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 78 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: URINE KETONES-postPregnancy:1.000 Maternal Maternal Lab History: AMYLASE-postPregnancy:-0.326 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.322 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.227 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.224 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:-0.218 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.217 Lab:297275 STREP RAPID TEST (POCT):0.215 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.197 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.195 Diagnosis:9ccs127:COPD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 118 | OR_unadj: 0.999 [0.637 1.568] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs127:COPD:1.000 Number of Visits:0.269 Diagnosis:9ccs128:Asthma:0.160 Diagnosis:9ccs133:Oth low resp:0.155 Diagnosis:9ccs122:Pneumonia:0.127 Diagnosis:9ccs2619:e codes: other specified- nec:0.126 Maternal Diagnosis:9ccs212:Ot bone dx:0.126 Diagnosis:9ccs126:Ot up rsp in:0.125 Diagnosis:9ccs125:Bronchitis:0.120 Diagnosis:9ccs258:Other screen:0.103 Maternal Maternal Lab History: GLOBULIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: 0.519 [0.180 1.492] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: GLOBULIN-postPregnancy:1.000 Maternal Maternal Lab History: A/G-postPregnancy:-0.893 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.272 Maternal Maternal Procedure History:87880-postPregnancy:0.264 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.245 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.242 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.234 Maternal Maternal Lab History: CHLORIDE-postPregnancy:-0.215 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.214 Maternal Maternal Lab History: VLDL-postPregnancy:0.212 Newborn Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 1.154 [0.611 2.181] | indivs AUC:0.476 Correlated most with: Newborn Diagnosis:9ccs217:Ot cong anom:1.000 Newborn Diagnosis:9ccs191:Amnios dx:0.240 Newborn Diagnosis:9ccs215:gu cong anom:0.150 Diagnosis:9ccs217:Ot cong anom:0.147 Diagnosis:9ccs163:Other GU dx:0.147 Diagnosis:9ccs109:Acute CVD:0.135 Newborn Diagnosis:9ccs166:Oth male gen:0.135 Maternal Diagnosis:9ccs200:Oth skin dx:0.135 Maternal Diagnosis:9ccs90:Eye infectn:0.135 Newborn Diagnosis:9ccs138:Esophgeal dx:0.135 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 100 | OR_unadj: 0.720 [0.333 1.553] | indivs AUC:0.486 Correlated most with: Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:1.000 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:-0.544 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.350 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.288 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.287 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.276 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:0.272 Maternal Maternal Lab History: VLDL-postPregnancy:-0.267 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.250 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:0.206 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 70 | OR_unadj: 0.930 [0.345 2.506] | indivs AUC:0.503 Correlated most with: Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:1.000 Maternal Diagnosis:9ccs48:Thyroid dsor:0.275 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.261 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.225 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.225 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.212 Maternal Maternal Procedure History:J3301-postPregnancy:0.201 Maternal Maternal Procedure History:20550-postPregnancy:0.201 Maternal Maternal Procedure History:97530-postPregnancy:-0.192 Maternal Maternal Lab History: FREE T-4-postPregnancy:0.183 Maternal Maternal Lab History: GAMMA GT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 95 | OR_unadj: 0.527 [0.156 1.782] | indivs AUC:0.515 Correlated most with: Maternal Maternal Lab History: GAMMA GT-postPregnancy:1.000 Diagnosis:9ccs142:Appendicitis:0.387 Maternal Maternal Lab History: GTT 90 MIN-postPregnancy:0.329 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.281 Maternal Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:0.263 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.247 Maternal Maternal Lab History: AMYLASE-postPregnancy:0.222 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.195 Maternal Maternal Lab History: FOLATE-postPregnancy:-0.181 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.157 Diagnosis:9ccs76:Meningitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.308 [0.546 3.136] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs76:Meningitis:1.000 Lab:297275 STREP RAPID TEST (POCT):0.106 Diagnosis:9ccs92:Otitis media:0.103 Diagnosis:9ccs124:Tonsillitis:0.084 Maternal Diagnosis:9ccs195:Ot compl bir:-0.083 Diagnosis:9ccs4:Mycoses:0.082 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.081 Maternal Diagnosis:9ccs176:Contraceptiv:0.079 Number of Visits:0.075 Diagnosis:9ccs133:Oth low resp:0.073 * Maternal Diagnosis:9ccs188:Pelvic obstr | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 43 | OR_unadj: 1.931 [1.020 3.653] | indivs AUC:0.501 Correlated most with: Maternal Diagnosis:9ccs188:Pelvic obstr:1.000 Diagnosis:9ccs223:Birth trauma:0.152 Newborn Diagnosis:9ccs252:Fatigue:0.151 Newborn Diagnosis:9ccs204:Ot joint dx:0.151 Maternal Diagnosis:9ccs217:Ot cong anom:0.151 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.144 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.138 Lab:294048 STOOL CULTURE - LMC:-0.125 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.124 Maternal Diagnosis:9ccs155:Other GI dx:0.107 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 193 | OR_unadj: 1.064 [0.620 1.824] | indivs AUC:0.476 Correlated most with: Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:1.000 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.611 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.580 Maternal Maternal Lab History: WBC-otherPregnancy:0.528 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.270 Maternal Maternal Lab History: URIC ACID-otherPregnancy:-0.257 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:0.252 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.233 Maternal Maternal Lab History: MAGNESIUM-otherPregnancy:0.227 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.213 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 96 | OR_unadj: 1.457 [0.665 3.192] | indivs AUC:0.472 Correlated most with: Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.500 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.416 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.398 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.386 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.334 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.291 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.289 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.254 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.252 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 1.329 [0.351 5.033] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:1.000 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.246 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.200 Lab:294199 BILIRUBIN SCAN - LMC:0.183 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.176 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.176 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.156 Maternal Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:-0.151 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:-0.146 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.144 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 109 | OR_unadj: 1.062 [0.500 2.257] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:1.000 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.578 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.310 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.272 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.261 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.251 Maternal Maternal Procedure History:93005-otherPregnancy:0.241 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.237 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.227 Maternal Vital: Wt Change-otherPregnancy:-0.221 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 80 | OR_unadj: 0.942 [0.428 2.071] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:1.000 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:-0.172 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:-0.163 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.153 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:-0.146 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:-0.142 Maternal Maternal Lab History: WBC-postPregnancy:0.137 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:-0.133 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.132 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.131 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 140 | OR_unadj: 1.185 [0.626 2.243] | indivs AUC:0.512 Correlated most with: Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:1.000 Maternal Maternal Procedure History:99401-postPregnancy:0.451 Maternal Maternal Procedure History:S9470-postPregnancy:0.387 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.368 Maternal Maternal Procedure History:81000-postPregnancy:0.336 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.308 Maternal Maternal Procedure History:86703-postPregnancy:0.269 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.222 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.206 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.201 Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 41 | OR_unadj: 1.144 [0.556 2.356] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs161:Ot dx kidney:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.472 Diagnosis:9ccs159:UTI:0.225 Newborn Diagnosis:9ccs161:Ot dx kidney:0.218 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.154 Diagnosis:9ccs66:Alchl-r mntl:0.154 Diagnosis:9ccs162:Ot dx bladdr:0.154 Diagnosis:9ccs115:Aneurysm:0.154 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.148 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.146 Maternal Maternal Lab History: CREATININE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 181 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.486 Correlated most with: Maternal Maternal Lab History: CREATININE-otherPregnancy:1.000 Maternal Maternal Procedure History:99000-otherPregnancy:0.549 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.512 Maternal Maternal Procedure History:90656-otherPregnancy:0.467 Maternal Maternal Lab History: CREATININE-postPregnancy:0.331 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.246 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.235 Maternal Maternal Procedure History:81000-postPregnancy:-0.203 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.203 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.196 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 97 | OR_unadj: 0.883 [0.293 2.656] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:1.000 Maternal Maternal Procedure History:81000-postPregnancy:0.253 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.247 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.242 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.238 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.236 Maternal Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:0.228 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.208 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.197 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.191 Maternal Diagnosis:9ccs49:DiabMel no c | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 45 | OR_unadj: 1.619 [0.853 3.076] | indivs AUC:0.495 Correlated most with: Maternal Diagnosis:9ccs49:DiabMel no c:1.000 Maternal Diagnosis:9ccs186:DM in preg:0.454 Newborn Diagnosis:9ccs259:Unclassified:0.168 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.161 Diagnosis:9ccs5:HIV infectn:0.147 Maternal Diagnosis:9ccs67:Subst-r mntl:0.147 Maternal Diagnosis:9ccs72:Anxiety dx:0.147 Newborn Diagnosis:9ccs130:Pleurisy:0.147 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.127 MatDeliveryAge:0.121 Maternal Diagnosis:9ccs182:Hemorr preg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.369 [0.086 1.591] | indivs AUC:0.494 Correlated most with: Maternal Diagnosis:9ccs182:Hemorr preg:1.000 Maternal Diagnosis:9ccs184:Early labor:0.250 Maternal Diagnosis:9ccs140:Gastritis:0.217 Diagnosis:9ccs98:HTN:0.217 Newborn Diagnosis:9ccs220:Birth asphyx:0.217 Newborn Diagnosis:9ccs219:Low birth wt:0.215 Maternal Maternal Procedure History:96372-otherPregnancy:0.201 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.190 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.131 Newborn Diagnosis:9ccs256:Exam/eval:0.131 Maternal Maternal Procedure History:86580-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 191 | OR_unadj: 1.421 [0.548 3.688] | indivs AUC:0.521 Correlated most with: Maternal Maternal Procedure History:86580-otherPregnancy:1.000 Maternal Maternal Procedure History:86580-postPregnancy:0.490 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.203 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.197 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.182 Maternal Maternal Lab History: VLDL-otherPregnancy:0.177 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.176 Lab:323825 STREP SCREEN THROAT - Sunrise:0.174 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.168 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.163 Maternal Maternal Lab History: hCG MoM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 0.951 [0.410 2.208] | indivs AUC:0.491 Correlated most with: Maternal Maternal Lab History: hCG MoM-otherPregnancy:1.000 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.803 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.434 Maternal Maternal Lab History: HCG-otherPregnancy:0.311 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:-0.276 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.272 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.271 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.262 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.259 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.254 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 101 | OR_unadj: 0.537 [0.226 1.278] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:1.000 Maternal Maternal Procedure History:20550-postPregnancy:0.366 Maternal Maternal Procedure History:97035-postPregnancy:0.366 Maternal Maternal Procedure History:J3301-postPregnancy:0.366 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.337 Maternal Maternal Procedure History:97112-postPregnancy:0.327 Maternal Maternal Lab History: RET ABS-postPregnancy:-0.324 Maternal Maternal Lab History: RET %-postPregnancy:-0.324 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.278 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.260 Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 117 | OR_unadj: 1.492 [0.984 2.262] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs259:Unclassified:1.000 Diagnosis:9ccs143:Abdom hernia:0.100 Maternal Diagnosis:9ccs126:Ot up rsp in:0.089 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.089 Newborn Diagnosis:9ccs252:Fatigue:0.089 Newborn Diagnosis:9ccs204:Ot joint dx:0.089 Diagnosis:9ccs104:Oth heart dx:0.089 Maternal Diagnosis:9ccs167:Breast dx:0.089 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.086 Diagnosis:9ccs250:Nausea/vomit:0.084 Diagnosis:9ccs123:Influenza | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.354 [0.595 3.082] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs123:Influenza:1.000 Diagnosis:9ccs188:Pelvic obstr:0.184 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.167 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.163 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.154 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.153 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.148 Maternal Maternal Lab History: PTT-otherPregnancy:0.144 Maternal Maternal Lab History: INR-otherPregnancy:0.137 Maternal Maternal Procedure History:93005-otherPregnancy:0.134 Lab:292495 LEAD LEVEL - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:1.000 Diagnosis:9ccs243:Poisn nonmed:-0.102 Diagnosis:9ccs217:Ot cong anom:0.085 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.069 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.069 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.063 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.063 Maternal Diagnosis:9ccs183:HTN in preg:0.063 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.062 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.061 Newborn Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 105 | OR_unadj: 0.620 [0.360 1.069] | indivs AUC:0.470 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:1.000 Maternal Diagnosis:9ccs184:Early labor:0.770 Diagnosis:9ccs219:Low birth wt:0.467 Newborn Diagnosis:9ccs256:Exam/eval:0.332 Newborn Diagnosis:9ccs222:Perint jaund:0.329 Newborn Diagnosis:9ccs221:Resp distres:0.314 Maternal Diagnosis:9ccs182:Hemorr preg:0.215 Newborn Diagnosis:9ccs253:Allergy:0.213 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.202 Maternal Diagnosis:9ccs159:UTI:0.167 Maternal Maternal Lab History: AST (SGOT)-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 83 | OR_unadj: 0.501 [0.149 1.690] | indivs AUC:0.501 Correlated most with: Maternal Maternal Lab History: AST (SGOT)-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.532 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.525 Maternal Maternal Lab History: VLDL-otherPregnancy:0.470 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.460 Maternal Maternal Lab History: ALT-postPregnancy:0.459 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.453 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:-0.429 Maternal Maternal Lab History: VLDL-postPregnancy:0.428 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.410 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 0.822 [0.358 1.886] | indivs AUC:0.497 Correlated most with: Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:1.000 Maternal Maternal Lab History: AFP-otherPregnancy:0.340 Maternal Maternal Lab History: FERRITIN-otherPregnancy:0.308 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.307 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.263 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.227 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.213 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.209 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.201 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:0.196 * Maternal Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 2.939 [1.401 6.164] | indivs AUC:0.501 Correlated most with: Maternal Diagnosis:9ccs58:Ot nutrit dx:1.000 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.242 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.213 Maternal Diagnosis:9ccs181:Ot preg comp:0.201 Maternal Diagnosis:9ccs107:Cardia arrst:0.184 Newborn Diagnosis:9ccs252:Fatigue:0.184 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.184 Maternal Diagnosis:9ccs128:Asthma:0.183 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.181 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.174 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 84 | OR_unadj: 0.930 [0.345 2.506] | indivs AUC:0.491 Correlated most with: Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.315 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.292 Maternal Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.292 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.288 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.269 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.242 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.241 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.234 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.192 Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 75 | OR_unadj: 2.013 [0.882 4.591] | indivs AUC:0.528 Correlated most with: Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy:1.000 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.298 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.289 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.287 Maternal Maternal Procedure History:86701-otherPregnancy:0.272 Maternal Maternal Procedure History:86701-postPregnancy:0.236 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.236 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.222 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.207 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.163 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 88 | OR_unadj: 0.782 [0.321 1.909] | indivs AUC:0.499 Correlated most with: Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs225:Joint injury-postPregnancy:0.303 Maternal Maternal Procedure History:97530-postPregnancy:-0.232 Maternal Maternal Lab History: LACTIC ACID-postPregnancy:0.227 Maternal Maternal Procedure History:J3301-postPregnancy:0.227 Maternal Maternal Procedure History:20550-postPregnancy:0.227 Maternal Maternal Lab History: T-4-postPregnancy:0.190 Maternal Maternal Procedure History:97112-postPregnancy:0.186 Maternal Maternal Procedure History:87880-postPregnancy:0.183 Maternal Maternal Procedure History:97140-postPregnancy:-0.183 Maternal Maternal Lab History: A/G-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: 0.374 [0.113 1.237] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: A/G-postPregnancy:1.000 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.893 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:0.297 Maternal Maternal Procedure History:90656-postPregnancy:0.275 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:-0.274 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.266 Maternal Maternal Procedure History:87880-postPregnancy:-0.245 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.244 Maternal Maternal Lab History: TWIN B CRL-postPregnancy:-0.238 Maternal Maternal Lab History: TWIN B NT-postPregnancy:-0.238 Maternal Maternal Procedure History:36415-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 107 | OR_unadj: 0.955 [0.470 1.937] | indivs AUC:0.494 Correlated most with: Maternal Maternal Procedure History:36415-otherPregnancy:1.000 Maternal Maternal Procedure History:36415-postPregnancy:0.264 Maternal Maternal Procedure History:86701-postPregnancy:0.261 Maternal Maternal Procedure History:86701-otherPregnancy:0.196 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:-0.167 Maternal Vital: Temp-otherPregnancy:-0.162 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:-0.156 Maternal Diagnosis:9ccs155:Other GI dx:0.154 Diagnosis:10ccs238:Complic proc:0.148 Diagnosis:9ccs2604:E Codes: Fire/burn:0.148 Maternal Vital: PL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 68 | OR_unadj: 1.062 [0.423 2.663] | indivs AUC:0.526 Correlated most with: Maternal Vital: PL-otherPregnancy:1.000 Maternal Vital: HR-otherPregnancy:0.310 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.304 Maternal Vital: PL-postPregnancy:0.291 Maternal Maternal Lab History: A/G RATIO-postPregnancy:0.250 Maternal Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:-0.250 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.232 Maternal Vital: BP-otherPregnancy:0.213 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.200 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.198 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 1.010 [0.209 4.884] | indivs AUC:0.507 Correlated most with: Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.421 Maternal Maternal Procedure History:90746-postPregnancy:0.338 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.332 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.309 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.288 Maternal Maternal Procedure History:20550-postPregnancy:-0.284 Maternal Maternal Procedure History:J3301-postPregnancy:-0.284 Maternal Maternal Diagnosis:9ccs244:Other injury-postPregnancy:-0.277 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.276 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 91 | OR_unadj: 0.658 [0.273 1.585] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.248 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:-0.220 Maternal Vital: RR-otherPregnancy:-0.201 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.196 Maternal Maternal Procedure History:90801-postPregnancy:0.168 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.153 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.153 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.153 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.153 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 81 | OR_unadj: 0.499 [0.194 1.282] | indivs AUC:0.503 Correlated most with: Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:0.265 Maternal Maternal Lab History: TWIN B NT-postPregnancy:-0.177 Maternal Maternal Lab History: TWIN B CRL-postPregnancy:-0.177 Maternal Maternal Lab History: Elm Tree IgE-postPregnancy:0.169 Maternal Maternal Lab History: Maple Tree IgE-postPregnancy:0.169 Maternal Maternal Lab History: Oak Tree IgE-postPregnancy:0.169 Maternal Maternal Lab History: Walnut Tree IgE-postPregnancy:0.169 Maternal Maternal Lab History: Birch Tree IgE-postPregnancy:0.169 Maternal Maternal Lab History: Cottonwood Tree IgE-postPregnancy:0.169 Maternal Maternal Lab History: GLUCOSE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 80 | OR_unadj: 0.846 [0.345 2.078] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: GLUCOSE-postPregnancy:1.000 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.400 Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.373 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.357 Lab:294199 BILIRUBIN SCAN - LMC:-0.334 Maternal Maternal Lab History: VLDL-postPregnancy:0.313 Maternal Maternal Procedure History:97014-postPregnancy:-0.295 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.265 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:-0.262 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.252 Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 39 | OR_unadj: 1.225 [0.592 2.537] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs47:Ot bnign neo:1.000 Diagnosis:9ccs105:Conduction:0.158 Newborn Diagnosis:9ccs200:Oth skin dx:0.155 Maternal Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:-0.115 Diagnosis:9ccs44:Neoplsm unsp:0.109 Diagnosis:9ccs62:Coag/hemr dx:0.105 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.102 Maternal Maternal Lab History: PO2-postPregnancy:0.095 Diagnosis:9ccs117:Ot circul dx:0.093 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.089 Diagnosis:9ccs2603:E Codes: Fall | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 1.370 [0.655 2.866] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs2603:E Codes: Fall:1.000 Diagnosis:10ccs58:Ot nutrit dx:0.703 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.156 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.142 Diagnosis:9ccs8:Oth infectns:0.132 Diagnosis:9ccs64:Ot hematl dx:0.128 Diagnosis:9ccs165:Inf male gen:0.124 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.118 Diagnosis:9ccs70:Schizo/rl dx:0.114 Diagnosis:9ccs2619:e codes: other specified- nec:0.114 Maternal Maternal Lab History: POLYS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 0.746 [0.327 1.699] | indivs AUC:0.491 Correlated most with: Maternal Maternal Lab History: POLYS-otherPregnancy:1.000 Maternal Maternal Lab History: MONOS-otherPregnancy:-0.432 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.413 Maternal Vital: Ht Percentile-otherPregnancy:-0.324 Diagnosis:9ccs109:Acute CVD:-0.278 Maternal Maternal Lab History: POLYS-postPregnancy:0.277 Maternal Vital: Ht Percentile-postPregnancy:-0.262 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.257 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.244 Maternal Maternal Lab History: WBC-otherPregnancy:0.242 Maternal Vital: RR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 41 | OR_unadj: 1.419 [0.443 4.549] | indivs AUC:0.507 Correlated most with: Maternal Vital: RR-postPregnancy:1.000 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.252 Maternal Maternal Lab History: PATIENT-postPregnancy:0.250 Maternal Maternal Lab History: UIBC-postPregnancy:0.204 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:-0.201 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:-0.171 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.170 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.167 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.162 Maternal Maternal Lab History: T-4-postPregnancy:0.156 Lab:306605 BILIRUBIN DIRECT - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Lab:306605 BILIRUBIN DIRECT - Sunrise:1.000 Lab:292147 TSH - Sunrise:0.723 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.491 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:-0.392 Diagnosis:9ccs48:Thyroid dsor:0.258 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:0.257 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.223 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.216 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.188 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.179 Diagnosis:9ccs247:Lymph enlarg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.627 [0.240 1.634] | indivs AUC:0.483 Correlated most with: Diagnosis:9ccs247:Lymph enlarg:1.000 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.210 Diagnosis:9ccs3:Oth bact inf:0.202 Newborn Diagnosis:9ccs204:Ot joint dx:0.172 Maternal Diagnosis:9ccs126:Ot up rsp in:0.172 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.151 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.143 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.140 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.127 Maternal Maternal Procedure History:92551-postPregnancy:0.124 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 59 | OR_unadj: 0.621 [0.181 2.131] | indivs AUC:0.482 Correlated most with: Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:1.000 Maternal Maternal Procedure History:90801-postPregnancy:0.633 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:-0.496 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.496 Maternal Maternal Lab History: TSH-postPregnancy:0.496 Maternal Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:0.496 Maternal Maternal Lab History: A/G RATIO-postPregnancy:-0.496 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.438 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.347 Maternal Maternal Lab History: UIBC-postPregnancy:-0.313 Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 68 | OR_unadj: 1.092 [0.616 1.935] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs143:Abdom hernia:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.136 Maternal Maternal Procedure History:96372-otherPregnancy:0.120 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.119 Diagnosis:9ccs51:Ot endo dsor:0.114 Maternal Maternal Procedure History:S9470-postPregnancy:0.113 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.111 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.107 Lab:323854 CULTURE FECES - Sunrise:0.107 Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.107 Maternal Maternal Lab History: BUN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 0.964 [0.457 2.032] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: BUN-postPregnancy:1.000 Maternal Maternal Lab History: SODIUM-postPregnancy:0.266 Maternal Maternal Lab History: BUN-otherPregnancy:0.252 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.228 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.192 Maternal Maternal Lab History: MUMPS IGG-postPregnancy:-0.190 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.190 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:-0.183 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.178 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.174 * Lab:297262 HEMOGLOBIN (HEMOCUE) | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 3.235 [1.305 8.018] | indivs AUC:0.518 Correlated most with: Lab:297262 HEMOGLOBIN (HEMOCUE):1.000 Lab:295490 17 HYDROXYPROGESTERONE - LMC:0.307 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:-0.307 Diagnosis:9ccs219:Low birth wt:-0.264 Maternal Diagnosis:9ccs83:Epilepsy/cnv:-0.206 Maternal Diagnosis:9ccs159:UTI:-0.194 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.160 Maternal Diagnosis:9ccs175:Ot femal gen:0.158 Diagnosis:9ccs59:Anemia:-0.135 Maternal Diagnosis:9ccs184:Early labor:-0.134 Diagnosis:9ccs258:Other screen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.822 [0.358 1.886] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs258:Other screen:1.000 Diagnosis:9ccs2619:e codes: other specified- nec:0.230 Diagnosis:9ccs239:Superfic inj:0.184 Diagnosis:9ccs137:Mouth dx:0.165 Newborn Diagnosis:9ccs134:Ot uppr resp:0.163 Number of Visits:0.156 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.154 Diagnosis:9ccs155:Other GI dx:0.145 Maternal Maternal Lab History: LEAD LEVEL-postPregnancy:0.136 Maternal Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:0.136 Maternal Maternal Lab History: BUN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 100 | OR_unadj: 1.120 [0.580 2.166] | indivs AUC:0.501 Correlated most with: Maternal Maternal Lab History: BUN-otherPregnancy:1.000 Maternal Maternal Lab History: HCG-otherPregnancy:0.297 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.292 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.281 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.280 Maternal Maternal Lab History: BUN-postPregnancy:0.252 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.251 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.246 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.232 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.229 Newborn Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 0.997 [0.506 1.966] | indivs AUC:0.506 Correlated most with: Newborn Diagnosis:9ccs215:gu cong anom:1.000 Diagnosis:9ccs161:Ot dx kidney:0.472 Newborn Diagnosis:9ccs161:Ot dx kidney:0.197 Diagnosis:9ccs215:gu cong anom:0.185 Newborn Diagnosis:9ccs217:Ot cong anom:0.150 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.139 Diagnosis:9ccs98:HTN:0.139 Maternal Diagnosis:9ccs215:gu cong anom:0.139 Newborn Diagnosis:9ccs166:Oth male gen:0.139 Diagnosis:9ccs162:Ot dx bladdr:0.139 * Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 2.483 [1.053 5.853] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:1.000 Diagnosis:9ccs245:Syncope:0.243 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.212 Maternal Diagnosis:9ccs126:Ot up rsp in:0.212 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.170 Diagnosis:9ccs70:Schizo/rl dx:0.148 Newborn Diagnosis:9ccs47:Ot bnign neo:0.148 Diagnosis:9ccs62:Coag/hemr dx:0.144 Diagnosis:9ccs231:Oth fracture:0.119 Diagnosis:9ccs229:Fx arm:0.119 Maternal Diagnosis:9ccs128:Asthma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 32 | OR_unadj: 1.393 [0.639 3.036] | indivs AUC:0.499 Correlated most with: Maternal Diagnosis:9ccs128:Asthma:1.000 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.205 Maternal Diagnosis:9ccs181:Ot preg comp:0.203 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.183 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.183 Maternal Diagnosis:9ccs140:Gastritis:0.175 Maternal Diagnosis:9ccs215:gu cong anom:0.175 Newborn Diagnosis:9ccs252:Fatigue:0.175 Newborn Diagnosis:9ccs2620:E Codes: Unspecified:0.175 Newborn Diagnosis:9ccs229:Fx arm:0.175 Maternal Vital: Temp-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 103 | OR_unadj: 0.936 [0.502 1.744] | indivs AUC:0.500 Correlated most with: Maternal Vital: Temp-otherPregnancy:1.000 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.259 Diagnosis:9ccs232:Sprain:-0.233 Maternal Vital: Temp-postPregnancy:0.232 Maternal Maternal Procedure History:59430-postPregnancy:0.181 Diagnosis:9ccs246:FUO:-0.176 Maternal Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:-0.169 Maternal Maternal Procedure History:36415-otherPregnancy:-0.162 Maternal Maternal Lab History: RDW-otherPregnancy:0.146 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:-0.142 Maternal Maternal Procedure History:90471-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 111 | OR_unadj: 0.618 [0.258 1.483] | indivs AUC:0.505 Correlated most with: Maternal Maternal Procedure History:90471-postPregnancy:1.000 Maternal Maternal Procedure History:90649-postPregnancy:0.419 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.352 Maternal Maternal Procedure History:90656-postPregnancy:0.303 Maternal Maternal Procedure History:92551-postPregnancy:0.299 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.236 Maternal Maternal Lab History: Birch Tree IgE-postPregnancy:-0.224 Maternal Maternal Lab History: Peanut IgE-postPregnancy:-0.224 Maternal Maternal Lab History: Walnut Tree IgE-postPregnancy:-0.224 Maternal Maternal Lab History: Maple Tree IgE-postPregnancy:-0.224 * Maternal Diagnosis:9ccs98:HTN | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 5.024 [1.585 15.918] | indivs AUC:0.502 Correlated most with: Maternal Diagnosis:9ccs98:HTN:1.000 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.259 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.237 Maternal Diagnosis:9ccs183:HTN in preg:0.230 Maternal Maternal Procedure History:93005-otherPregnancy:0.208 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.205 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.205 Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.205 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.193 Lab:292147 TSH - Sunrise:-0.188 Maternal Maternal Lab History: LDL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 62 | OR_unadj: 1.078 [0.459 2.531] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: LDL-postPregnancy:1.000 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.627 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.433 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.241 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.215 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.212 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.204 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.198 Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:0.198 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:0.198 Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.421 [0.548 3.688] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs223:Birth trauma:1.000 Newborn Diagnosis:9ccs223:Birth trauma:0.273 Newborn Diagnosis:9ccs229:Fx arm:0.217 Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:0.217 Newborn Diagnosis:9ccs2620:E Codes: Unspecified:0.217 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.196 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.190 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.189 Maternal Maternal Procedure History:92551-postPregnancy:-0.155 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.155 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 71 | OR_unadj: 0.501 [0.149 1.690] | indivs AUC:0.486 Correlated most with: Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.404 Maternal Maternal Lab History: FASTING-postPregnancy:0.358 Maternal Maternal Lab History: FASTING-otherPregnancy:0.358 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.263 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.261 Maternal Maternal Lab History: AFP-otherPregnancy:0.240 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.197 Maternal Maternal Procedure History:86701-otherPregnancy:0.192 Maternal Maternal Lab History: hCG MoM-otherPregnancy:-0.180 Maternal Maternal Lab History: ANION GAP-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 66 | OR_unadj: 0.964 [0.388 2.394] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: ANION GAP-postPregnancy:1.000 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.244 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.215 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.175 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:0.166 Maternal Diagnosis:9ccs253:Allergy:-0.161 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.158 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.156 Maternal Vital: Wt Change-otherPregnancy:0.155 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.154 Newborn Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.127 [0.478 2.660] | indivs AUC:0.505 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:1.000 Diagnosis:9ccs223:Birth trauma:0.273 Diagnosis:9ccs188:Pelvic obstr:0.184 Newborn Diagnosis:9ccs91:Other eye dx:0.184 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.184 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.167 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.162 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.161 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.154 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.153 Vital: HC Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.329 [0.351 5.033] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:-0.129 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:-0.124 Lab:294048 STOOL CULTURE - LMC:0.118 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.101 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:-0.096 Maternal Maternal Lab History: HEPATITIS B DNA-postPregnancy:-0.096 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:-0.096 Maternal Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:-0.096 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.092 Maternal Maternal Lab History: FOLATE-postPregnancy:0.090 Diagnosis:9ccs205:Back problem | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs205:Back problem:1.000 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy:-0.197 Diagnosis:9ccs245:Syncope:0.157 Maternal Vital: SpO2-otherPregnancy:0.139 Maternal Diagnosis:9ccs6:Hepatitis:0.100 Lab:294203 BILIRUBIN TOTAL - LMC:0.095 Maternal Maternal Procedure History:90746-postPregnancy:-0.092 Maternal Diagnosis:9ccs191:Amnios dx:0.086 Maternal Vital: SpO2-postPregnancy:0.082 Diagnosis:9ccs251:Abdomnl pain:0.082 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 61 | OR_unadj: 1.266 [0.453 3.538] | indivs AUC:0.495 Correlated most with: Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.404 Maternal Maternal Lab History: IRON-postPregnancy:0.222 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.215 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.140 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.138 Maternal Vital: BMI Percentile-postPregnancy:-0.129 Maternal Maternal Lab History: VARICELLA IGM-postPregnancy:0.125 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.125 Maternal Maternal Procedure History:S9470-postPregnancy:0.122 Diagnosis:9ccs153:GI hemorrhag | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.175 [0.023 1.306] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs153:GI hemorrhag:1.000 Diagnosis:9ccs154:Gastroent:0.209 Lab:321098 OCCULT BLOOD FECES - Sunrise:0.190 Lab:294048 STOOL CULTURE - LMC:0.178 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.155 Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.155 Maternal Diagnosis:9ccs212:Ot bone dx:0.152 Lab:323854 CULTURE FECES - Sunrise:0.127 Diagnosis:9ccs140:Gastritis:0.113 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.100 Maternal Maternal Lab History: FASTING-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 45 | OR_unadj: 0.883 [0.293 2.656] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: FASTING-otherPregnancy:1.000 Maternal Maternal Lab History: FASTING-postPregnancy:0.669 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.358 Diagnosis:9ccs8:Oth infectns:0.162 Maternal Maternal Procedure History:85018-postPregnancy:-0.156 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.140 Maternal Maternal Procedure History:99401-postPregnancy:0.140 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.137 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.136 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.135 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 76 | OR_unadj: 0.519 [0.180 1.492] | indivs AUC:0.501 Correlated most with: Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:1.000 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.244 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.221 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.210 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:-0.208 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.206 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.186 Maternal Maternal Diagnosis:9ccs122:Pneumonia-otherPregnancy:0.180 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.177 Maternal Maternal Lab History: PO2-postPregnancy:0.176 Maternal Maternal Procedure History:86703-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 108 | OR_unadj: 1.090 [0.489 2.427] | indivs AUC:0.495 Correlated most with: Maternal Maternal Procedure History:86703-otherPregnancy:1.000 Maternal Maternal Procedure History:99401-otherPregnancy:0.463 Maternal Maternal Procedure History:86703-postPregnancy:0.421 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:0.267 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.217 Maternal Maternal Procedure History:99401-postPregnancy:0.211 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.183 Maternal Maternal Procedure History:90656-otherPregnancy:-0.180 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.172 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.171 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.883 [0.329 2.367] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.706 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:0.347 Lab:294199 BILIRUBIN SCAN - LMC:-0.277 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.263 Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.243 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:-0.211 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.196 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.195 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.190 Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 0.733 [0.278 1.935] | indivs AUC:0.487 Correlated most with: Diagnosis:9ccs89:Blindness:1.000 Diagnosis:9ccs91:Other eye dx:0.242 Diagnosis:9ccs217:Ot cong anom:0.212 Diagnosis:9ccs145:Int obstruct:0.211 Diagnosis:9ccs129:Asp pneumon:0.184 Maternal Diagnosis:9ccs169:Endometrios:0.184 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.155 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.153 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.150 Maternal Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy:0.140 Maternal Maternal Procedure History:99401-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 204 | OR_unadj: 1.233 [0.723 2.104] | indivs AUC:0.509 Correlated most with: Maternal Maternal Procedure History:99401-otherPregnancy:1.000 Maternal Maternal Procedure History:99401-postPregnancy:0.483 Maternal Maternal Procedure History:86703-otherPregnancy:0.463 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.429 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.361 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.325 Maternal Maternal Procedure History:81000-otherPregnancy:0.312 Maternal Maternal Procedure History:86703-postPregnancy:0.242 Maternal Maternal Diagnosis:9ccs122:Pneumonia-otherPregnancy:0.197 Maternal Maternal Procedure History:99000-postPregnancy:0.176 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 46 | OR_unadj: 0.439 [0.101 1.918] | indivs AUC:0.490 Correlated most with: Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:1.000 Newborn Diagnosis:9ccs63:Wht blood dx:0.459 Maternal Maternal Lab History: IRON-postPregnancy:0.303 Maternal Maternal Procedure History:97530-postPregnancy:-0.271 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.254 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.251 Maternal Maternal Procedure History:97112-postPregnancy:0.249 Maternal Maternal Procedure History:J3301-postPregnancy:0.235 Maternal Maternal Procedure History:97035-postPregnancy:0.235 Maternal Maternal Lab History: RET ABS-postPregnancy:-0.235 Diagnosis:9ccs147:Anal/rectal | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.615 [0.558 4.678] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs147:Anal/rectal:1.000 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.249 Diagnosis:9ccs120:Hemmorhoids:0.249 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.214 Maternal Maternal Lab History: PTT-otherPregnancy:0.193 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.184 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.184 Maternal Maternal Lab History: INR-otherPregnancy:0.183 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.178 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.149 Lab:297275 STREP RAPID TEST (POCT) | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Lab:297275 STREP RAPID TEST (POCT):1.000 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:-0.269 Diagnosis:9ccs145:Int obstruct:0.264 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.215 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.168 Maternal Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:-0.155 Diagnosis:9ccs3:Oth bact inf:0.138 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:-0.119 Diagnosis:9ccs76:Meningitis:0.106 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:-0.098 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.206 [0.027 1.553] | indivs AUC:0.490 Correlated most with: Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:1.000 Maternal Maternal Lab History: NT MoM-postPregnancy:0.220 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.209 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.203 Diagnosis:9ccs9:Sexual Infxs:0.165 Maternal Maternal Lab History: POLYS-postPregnancy:-0.163 Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.162 Maternal Maternal Lab History: NTQR-LOCATION ID-postPregnancy:0.158 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.153 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:0.143 Maternal Maternal Lab History: ESTRIOL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 74 | OR_unadj: 0.982 [0.362 2.662] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: ESTRIOL-otherPregnancy:1.000 Maternal Maternal Lab History: AFP-otherPregnancy:0.561 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.404 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.391 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.319 Maternal Maternal Lab History: IRON-otherPregnancy:0.310 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.299 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.281 Maternal Maternal Lab History: hCG MoM-otherPregnancy:-0.276 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.275 Maternal Diagnosis:9ccs106:Dysrhythmia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.421 [0.548 3.688] | indivs AUC:0.491 Correlated most with: Maternal Diagnosis:9ccs106:Dysrhythmia:1.000 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.191 Lab:294495 LEAD, BLOOD - LMC:0.155 Maternal Diagnosis:9ccs181:Ot preg comp:0.152 Maternal Diagnosis:9ccs143:Abdom hernia:0.152 Maternal Diagnosis:9ccs238:Complic proc:0.139 Maternal Diagnosis:9ccs55:Fluid/elc dx:0.122 Diagnosis:9ccs52:Nutrit defic:0.122 Maternal Diagnosis:9ccs96:Hrt valve dx:0.105 Diagnosis:9ccs214:GI cong anom:0.105 Maternal Maternal Lab History: NT MoM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 0.527 [0.156 1.782] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: NT MoM-postPregnancy:1.000 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.910 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.456 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.446 Maternal Maternal Lab History: HCG-otherPregnancy:0.404 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.374 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.367 Maternal Maternal Lab History: HCG-postPregnancy:0.364 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.359 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.337 Maternal Maternal Procedure History:J7300-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: nan [ nan nan] | indivs AUC:0.513 Correlated most with: Maternal Maternal Procedure History:J7300-postPregnancy:1.000 Maternal Maternal Procedure History:58300-postPregnancy:0.742 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.171 Maternal Maternal Lab History: CREATININE-postPregnancy:0.169 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.168 Maternal Maternal Lab History: INR-otherPregnancy:-0.163 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.157 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.138 Maternal Maternal Lab History: PT-otherPregnancy:-0.134 Maternal Maternal Procedure History:90656-otherPregnancy:0.129 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 70 | OR_unadj: 1.365 [0.484 3.852] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:1.000 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.238 Maternal Maternal Lab History: PTT-otherPregnancy:-0.223 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.221 Diagnosis:9ccs2604:E Codes: Fire/burn:0.213 Diagnosis:10ccs238:Complic proc:0.213 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.210 Maternal Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:-0.208 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:0.207 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:-0.205 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 1.106 [0.403 3.040] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:1.000 Maternal Maternal Lab History: INHMOM-postPregnancy:0.342 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.303 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.290 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.287 Maternal Maternal Lab History: HCG-otherPregnancy:0.285 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.277 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.269 Maternal Maternal Procedure History:96372-postPregnancy:0.236 Maternal Maternal Lab History: HCG-postPregnancy:0.229 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:1.000 Maternal Diagnosis:9ccs238:Complic proc:0.745 Maternal Diagnosis:9ccs131:Adlt resp fl:0.447 Maternal Diagnosis:9ccs116:Art embolism:0.447 Diagnosis:9ccs44:Neoplsm unsp:0.315 Maternal Diagnosis:9ccs143:Abdom hernia:0.315 Maternal Diagnosis:9ccs96:Hrt valve dx:0.222 Maternal Diagnosis:9ccs106:Dysrhythmia:0.191 Maternal Diagnosis:9ccs163:Other GU dx:0.180 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.146 * Diagnosis:9ccs154:Gastroent | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.210 [0.050 0.880] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs154:Gastroent:1.000 Diagnosis:9ccs153:GI hemorrhag:0.209 Diagnosis:9ccs155:Other GI dx:0.191 Diagnosis:9ccs120:Hemmorhoids:0.167 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.167 Diagnosis:9ccs133:Oth low resp:0.166 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.159 Maternal Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.148 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.146 Number of Visits:0.145 Maternal Maternal Lab History: PH-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 55 | OR_unadj: 0.756 [0.216 2.644] | indivs AUC:0.489 Correlated most with: Maternal Maternal Lab History: PH-postPregnancy:1.000 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.314 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:-0.195 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.191 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.190 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.184 Diagnosis:9ccs120:Hemmorhoids:0.184 Maternal Maternal Lab History: PH-otherPregnancy:0.179 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.179 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:-0.159 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 55 | OR_unadj: 1.419 [0.443 4.549] | indivs AUC:0.511 Correlated most with: Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.418 Diagnosis:9ccs120:Hemmorhoids:0.402 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.402 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.363 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:0.336 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.311 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.311 Maternal Maternal Lab History: PROGESTERONE-postPregnancy:-0.284 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:-0.284 Maternal Maternal Lab History: VLDL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 69 | OR_unadj: 0.982 [0.362 2.662] | indivs AUC:0.495 Correlated most with: Maternal Maternal Lab History: VLDL-postPregnancy:1.000 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.584 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.502 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.428 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.313 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.299 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.288 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.267 Maternal Maternal Lab History: VLDL-otherPregnancy:0.246 Maternal Maternal Lab History: ALT-postPregnancy:0.243 Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.386 [0.968 5.880] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs117:Ot circul dx:1.000 Diagnosis:9ccs96:Hrt valve dx:0.228 Diagnosis:9ccs213:Cardiac anom:0.225 Newborn Diagnosis:9ccs106:Dysrhythmia:0.222 Diagnosis:9ccs105:Conduction:0.222 Newborn Diagnosis:9ccs239:Superfic inj:0.222 Newborn Diagnosis:9ccs97:Carditis:0.222 Newborn Diagnosis:9ccs104:Oth heart dx:0.222 Newborn Diagnosis:9ccs200:Oth skin dx:0.220 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.204 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 0.660 [0.191 2.278] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.467 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.464 Maternal Maternal Lab History: PATIENT-postPregnancy:0.428 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.414 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.374 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.358 Maternal Vital: Wt-postPregnancy:0.321 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.292 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.289 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 71 | OR_unadj: 1.292 [0.571 2.925] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:1.000 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.478 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.434 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.228 Maternal Maternal Procedure History:93005-otherPregnancy:0.220 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.204 Maternal Maternal Diagnosis:9ccs122:Pneumonia-otherPregnancy:0.199 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.198 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.179 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.174 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 0.369 [0.086 1.591] | indivs AUC:0.481 Correlated most with: Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.359 Maternal Diagnosis:9ccs211:Ot conn tiss:0.351 Maternal Maternal Lab History: HEPATITIS B DNA-postPregnancy:-0.211 Maternal Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:-0.211 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.187 Maternal Maternal Procedure History:90656-postPregnancy:0.185 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.175 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.164 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:-0.161 Maternal Maternal Lab History: AFP-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 70 | OR_unadj: 0.500 [0.174 1.434] | indivs AUC:0.483 Correlated most with: Maternal Maternal Lab History: AFP-otherPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.561 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.460 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.407 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.340 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.312 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.299 Maternal Maternal Lab History: WEIGHT-otherPregnancy:-0.248 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.240 Maternal Maternal Lab History: AFP-postPregnancy:0.234 Maternal Diagnosis:9ccs74:Ot mentl cnd | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Diagnosis:9ccs74:Ot mentl cnd:1.000 Maternal Diagnosis:9ccs72:Anxiety dx:0.377 Maternal Diagnosis:9ccs68:Senil/org mn:0.377 Maternal Diagnosis:9ccs55:Fluid/elc dx:0.216 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.138 Maternal Diagnosis:9ccs5:HIV infectn:0.130 Maternal Diagnosis:9ccs7:Viral infect:0.130 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.119 Maternal Diagnosis:9ccs48:Thyroid dsor:0.110 Maternal Diagnosis:9ccs181:Ot preg comp:0.108 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 71 | OR_unadj: 0.951 [0.410 2.208] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:1.000 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.803 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.478 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:-0.299 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.261 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:0.244 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:-0.213 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.202 Maternal Maternal Lab History: FASTING-postPregnancy:-0.192 Maternal Maternal Lab History: AFP-otherPregnancy:-0.192 Vital: HC Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: BUN-otherPregnancy:-0.173 Newborn Diagnosis:9ccs253:Allergy:-0.170 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.165 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.129 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.118 Diagnosis:9ccs117:Ot circul dx:-0.101 Maternal Maternal Lab History: POTASSIUM-postPregnancy:-0.095 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:-0.087 Diagnosis:9ccs213:Cardiac anom:-0.080 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.080 Newborn Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 0.555 [0.163 1.885] | indivs AUC:0.499 Correlated most with: Newborn Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.329 Diagnosis:9ccs96:Hrt valve dx:0.250 Maternal Diagnosis:9ccs169:Endometrios:0.212 Maternal Diagnosis:9ccs142:Appendicitis:0.212 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.192 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.186 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.185 Maternal Maternal Lab History: TWIN B NT-postPregnancy:0.175 Maternal Maternal Lab History: TWIN B CRL-postPregnancy:0.175 Maternal Maternal Procedure History:96372-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 38 | OR_unadj: 0.542 [0.122 2.411] | indivs AUC:0.507 Correlated most with: Maternal Maternal Procedure History:96372-postPregnancy:1.000 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.312 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.255 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:0.236 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.206 Maternal Maternal Lab History: NT MoM-postPregnancy:0.195 Diagnosis:9ccs55:Fluid/elc dx:0.168 Newborn Diagnosis:9ccs213:Cardiac anom:0.156 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:-0.150 Diagnosis:9ccs163:Other GU dx:0.144 Maternal Maternal Procedure History:58300-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 87 | OR_unadj: nan [ nan nan] | indivs AUC:0.524 Correlated most with: Maternal Maternal Procedure History:58300-postPregnancy:1.000 Maternal Maternal Procedure History:J7300-postPregnancy:0.742 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.213 Maternal Maternal Lab History: CREATININE-postPregnancy:0.162 Maternal Maternal Procedure History:J7302-postPregnancy:0.148 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.130 Maternal Maternal Lab History: FERRITIN-postPregnancy:-0.127 Maternal Maternal Lab History: INR-otherPregnancy:-0.123 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.122 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.119 Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 2.665 [0.594 11.959] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:0.411 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:0.276 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.159 Maternal Maternal Lab History: FREE T3-postPregnancy:-0.155 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.152 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.132 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:-0.131 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.129 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:-0.126 Newborn Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs0:No DX:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.357 Newborn Diagnosis:9ccs94:Other ear dx:-0.355 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.252 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.228 Lab:306854 PLATELET COUNT - Sunrise:-0.194 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.158 Newborn Diagnosis:9ccs218:Liveborn:-0.157 Maternal Maternal Procedure History:81025-otherPregnancy:0.152 Maternal Maternal Lab History: A/G-otherPregnancy:-0.123 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 1.329 [0.351 5.033] | indivs AUC:0.470 Correlated most with: Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:1.000 Newborn Diagnosis:9ccs91:Other eye dx:0.749 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.348 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:0.215 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.214 Newborn Diagnosis:9ccs221:Resp distres:0.211 Maternal Maternal Lab History: PT-postPregnancy:-0.191 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.180 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:-0.179 Maternal Diagnosis:9ccs168:PID:0.176 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 167 | OR_unadj: nan [ nan nan] | indivs AUC:0.520 Correlated most with: Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:1.000 Maternal Maternal Lab History: CREATININE-postPregnancy:0.435 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.246 Maternal Maternal Procedure History:99000-otherPregnancy:0.212 Maternal Maternal Procedure History:90656-otherPregnancy:0.199 Maternal Maternal Procedure History:81000-postPregnancy:-0.198 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.163 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.161 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.147 Maternal Vital: Temp-postPregnancy:0.144 Lab:321981 BILIRUBIN TOTAL - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:1.000 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.363 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.355 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:-0.316 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.189 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.187 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.185 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.172 Maternal Maternal Procedure History:J7300-postPregnancy:0.157 Lab:306617 OCCULT BLOOD TEST (FECAL):0.153 Maternal Maternal Lab History: PAPP-A-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 1.181 [0.427 3.271] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: PAPP-A-postPregnancy:1.000 Diagnosis:9ccs109:Acute CVD:0.331 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.235 Maternal Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:-0.234 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:-0.234 Maternal Maternal Lab History: APF MoM-postPregnancy:-0.216 Maternal Maternal Lab History: TEST NAME-otherPregnancy:0.210 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.196 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:0.191 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.173 Maternal Maternal Lab History: HCG-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 0.542 [0.122 2.411] | indivs AUC:0.489 Correlated most with: Maternal Maternal Lab History: HCG-postPregnancy:1.000 Maternal Maternal Lab History: INHMOM-postPregnancy:0.492 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.483 Maternal Maternal Lab History: HCG-otherPregnancy:0.468 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.435 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.424 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.415 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.413 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.379 Maternal Maternal Lab History: NT MoM-postPregnancy:0.364 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 44 | OR_unadj: 0.390 [0.090 1.687] | indivs AUC:0.486 Correlated most with: Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:-0.289 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.226 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.192 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.189 Maternal Vital: BMI Percentile-otherPregnancy:-0.178 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.160 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.152 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.149 Maternal Maternal Procedure History:97001-postPregnancy:0.147 Diagnosis:9ccs64:Ot hematl dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs64:Ot hematl dx:1.000 Newborn Diagnosis:9ccs252:Fatigue:0.276 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.258 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.241 Maternal Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:0.241 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.220 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.214 Diagnosis:9ccs63:Wht blood dx:0.135 Diagnosis:9ccs2603:E Codes: Fall:0.128 Diagnosis:10ccs58:Ot nutrit dx:0.123 Maternal Maternal Lab History: MONOS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 0.733 [0.278 1.935] | indivs AUC:0.505 Correlated most with: Maternal Maternal Lab History: MONOS-otherPregnancy:1.000 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.432 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.416 Maternal Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:0.387 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.366 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.307 Maternal Maternal Lab History: MONOS-postPregnancy:0.237 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.224 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.201 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.200 Maternal Vital: BMI Percentile-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.754 [0.310 1.834] | indivs AUC:0.502 Correlated most with: Maternal Vital: BMI Percentile-postPregnancy:1.000 Maternal Vital: BMI Percentile-otherPregnancy:0.557 Maternal Vital: Wt Percentile-otherPregnancy:0.491 Maternal Vital: Wt Percentile-postPregnancy:0.423 Maternal Vital: Ht Percentile-otherPregnancy:0.276 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:-0.233 Maternal Vital: Wt-postPregnancy:0.202 Maternal Maternal Lab History: MUMPS IGG-postPregnancy:-0.198 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.193 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:-0.173 Maternal Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 0.478 [0.142 1.606] | indivs AUC:0.489 Correlated most with: Maternal Diagnosis:9ccs259:Unclassified:1.000 Diagnosis:9ccs230:Fx leg:0.199 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.180 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.166 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.164 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.142 Maternal Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.142 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.140 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:0.121 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.111 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 72 | OR_unadj: 1.252 [0.490 3.198] | indivs AUC:0.519 Correlated most with: Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:1.000 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.467 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.460 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.459 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.350 Maternal Maternal Lab History: ALT-otherPregnancy:0.292 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.291 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.284 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.265 Maternal Maternal Procedure History:90746-postPregnancy:-0.241 Diagnosis:9ccs8:Oth infectns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.106 [0.403 3.040] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs8:Oth infectns:1.000 Maternal Diagnosis:9ccs9:Sexual Infxs:0.217 Maternal Maternal Lab History: FASTING-postPregnancy:0.171 Maternal Maternal Lab History: FASTING-otherPregnancy:0.162 Diagnosis:9ccs2603:E Codes: Fall:0.132 Diagnosis:9ccs2620:E Codes: Unspecified:0.122 Maternal Diagnosis:9ccs55:Fluid/elc dx:0.122 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.117 Diagnosis:9ccs63:Wht blood dx:0.105 Diagnosis:9ccs61:Sickle cell:0.105 Maternal Maternal Procedure History:99401-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 100 | OR_unadj: 1.062 [0.423 2.663] | indivs AUC:0.501 Correlated most with: Maternal Maternal Procedure History:99401-postPregnancy:1.000 Maternal Maternal Procedure History:86703-postPregnancy:0.504 Maternal Maternal Procedure History:99401-otherPregnancy:0.483 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.451 Maternal Maternal Procedure History:81000-postPregnancy:0.343 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.319 Maternal Maternal Diagnosis:9ccs122:Pneumonia-otherPregnancy:0.263 Maternal Maternal Procedure History:99000-postPregnancy:0.236 Maternal Maternal Procedure History:86703-otherPregnancy:0.211 Maternal Maternal Procedure History:36415-postPregnancy:0.201 Maternal Maternal Lab History: APF MoM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.503 [0.114 2.221] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: APF MoM-postPregnancy:1.000 Maternal Maternal Lab History: INHMOM-postPregnancy:0.358 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.302 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.291 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.284 Maternal Maternal Lab History: TWIN B NT-postPregnancy:0.275 Maternal Maternal Lab History: TWIN B CRL-postPregnancy:0.275 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.267 Maternal Maternal Lab History: HCG-otherPregnancy:0.267 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.265 Newborn Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.778 [0.604 5.234] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs213:Cardiac anom:0.441 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.257 Diagnosis:9ccs104:Oth heart dx:0.257 Newborn Diagnosis:9ccs239:Superfic inj:0.257 Newborn Diagnosis:9ccs104:Oth heart dx:0.257 Newborn Diagnosis:9ccs97:Carditis:0.257 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.235 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.211 Diagnosis:9ccs96:Hrt valve dx:0.208 Maternal Maternal Lab History: URINE KETONES-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 44 | OR_unadj: 1.010 [0.209 4.884] | indivs AUC:0.484 Correlated most with: Maternal Maternal Lab History: URINE KETONES-otherPregnancy:1.000 Diagnosis:9ccs2604:E Codes: Fire/burn:0.543 Diagnosis:10ccs238:Complic proc:0.543 Maternal Maternal Diagnosis:9ccs185:Long pregncy-otherPregnancy:-0.383 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.338 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.199 Maternal Maternal Lab History: RUBELLA-otherPregnancy:0.194 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:-0.156 Maternal Maternal Lab History: WBC-otherPregnancy:0.152 Maternal Maternal Lab History: POLYS-otherPregnancy:0.151 Maternal Maternal Lab History: INHMOM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.830 [0.278 2.482] | indivs AUC:0.490 Correlated most with: Maternal Maternal Lab History: INHMOM-postPregnancy:1.000 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.705 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.604 Maternal Maternal Lab History: HCG-otherPregnancy:0.600 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.580 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.553 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.548 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.497 Maternal Maternal Lab History: HCG-postPregnancy:0.492 Maternal Maternal Lab History: APF MoM-postPregnancy:0.358 Maternal Diagnosis:9ccs60:Acut p-h anm | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.175 [0.023 1.306] | indivs AUC:0.496 Correlated most with: Maternal Diagnosis:9ccs60:Acut p-h anm:1.000 Maternal Diagnosis:9ccs131:Adlt resp fl:0.217 Maternal Diagnosis:9ccs116:Art embolism:0.217 Maternal Maternal Procedure History:96372-otherPregnancy:0.213 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.190 Maternal Maternal Procedure History:97530-postPregnancy:-0.179 Maternal Diagnosis:9ccs181:Ot preg comp:0.176 Maternal Maternal Procedure History:97112-postPregnancy:0.164 Maternal Maternal Procedure History:J3301-postPregnancy:0.155 Maternal Maternal Procedure History:97035-postPregnancy:0.155 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 76 | OR_unadj: 1.784 [0.758 4.201] | indivs AUC:0.532 Correlated most with: Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.359 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.305 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.274 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.267 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.267 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.260 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.236 Maternal Maternal Procedure History:81000-otherPregnancy:0.235 Newborn Diagnosis:9ccs239:Superfic inj:0.231 * Diagnosis:9ccs209:Ot acq defor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 2.766 [1.203 6.358] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs209:Ot acq defor:1.000 Diagnosis:9ccs212:Ot bone dx:0.182 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.125 Maternal Maternal Lab History: LEAD LEVEL-otherPregnancy:0.095 Diagnosis:9ccs2603:E Codes: Fall:0.089 Diagnosis:10ccs58:Ot nutrit dx:0.088 Maternal Maternal Lab History: LEAD LEVEL-postPregnancy:-0.086 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.086 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.082 Maternal Vital: BMI Percentile-postPregnancy:-0.082 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 0.733 [0.278 1.935] | indivs AUC:0.475 Correlated most with: Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:1.000 Maternal Maternal Lab History: TWIN B NT-postPregnancy:0.446 Maternal Maternal Lab History: TWIN B CRL-postPregnancy:0.446 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.391 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.389 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.363 Maternal Maternal Lab History: HCG-otherPregnancy:-0.357 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.345 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.286 Maternal Vital: BMI-postPregnancy:-0.272 Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.388 [0.117 1.286] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs219:Low birth wt:1.000 Maternal Diagnosis:9ccs184:Early labor:0.469 Newborn Diagnosis:9ccs219:Low birth wt:0.467 Newborn Diagnosis:9ccs253:Allergy:0.271 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.264 Newborn Diagnosis:9ccs256:Exam/eval:0.214 Newborn Diagnosis:9ccs222:Perint jaund:0.213 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.187 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.186 Maternal Maternal Procedure History:96372-otherPregnancy:0.179 Maternal Maternal Procedure History:86703-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 0.587 [0.131 2.635] | indivs AUC:0.507 Correlated most with: Maternal Maternal Procedure History:86703-postPregnancy:1.000 Maternal Maternal Procedure History:99401-postPregnancy:0.504 Maternal Maternal Procedure History:86703-otherPregnancy:0.421 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.269 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.269 Maternal Maternal Lab History: HCG-otherPregnancy:0.256 Maternal Maternal Procedure History:81000-postPregnancy:0.252 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.251 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.246 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.245 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.510 Correlated most with: Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:1.000 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.723 Maternal Maternal Lab History: PATIENT-postPregnancy:0.699 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.681 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.657 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.465 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.464 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.451 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.451 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.431 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 43 | OR_unadj: 0.413 [0.095 1.795] | indivs AUC:0.492 Correlated most with: Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.444 Maternal Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.414 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.382 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.364 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.330 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.236 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.213 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.212 Maternal Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:0.202 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 76 | OR_unadj: 0.561 [0.194 1.623] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.557 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.299 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.268 Maternal Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:0.261 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.239 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.228 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.225 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.212 Maternal Maternal Procedure History:90656-postPregnancy:0.207 Maternal Maternal Lab History: PT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: PT-postPregnancy:1.000 Maternal Maternal Lab History: INR-postPregnancy:0.675 Newborn Diagnosis:9ccs91:Other eye dx:-0.223 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.195 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.194 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:-0.191 Maternal Maternal Procedure History:90472-postPregnancy:0.189 Maternal Maternal Lab History: SODIUM-postPregnancy:0.189 Diagnosis:9ccs142:Appendicitis:-0.187 Maternal Maternal Lab History: PO2-postPregnancy:0.187 Maternal Diagnosis:9ccs7:Viral infect | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.180 [0.237 5.868] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs7:Viral infect:1.000 Maternal Diagnosis:9ccs72:Anxiety dx:0.353 Newborn Diagnosis:9ccs252:Fatigue:0.353 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.330 Lab:294495 LEAD, BLOOD - LMC:0.251 Maternal Diagnosis:9ccs55:Fluid/elc dx:0.202 Maternal Diagnosis:9ccs74:Ot mentl cnd:0.130 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.124 Maternal Diagnosis:9ccs128:Asthma:0.117 Maternal Diagnosis:9ccs181:Ot preg comp:0.116 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.628 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.623 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.566 Maternal Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.490 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.490 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.411 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.388 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.331 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.292 Maternal Diagnosis:9ccs168:PID | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 0.194 [0.026 1.461] | indivs AUC:0.494 Correlated most with: Maternal Diagnosis:9ccs168:PID:1.000 Diagnosis:9ccs129:Asp pneumon:0.228 Newborn Diagnosis:9ccs130:Pleurisy:0.228 Maternal Diagnosis:9ccs72:Anxiety dx:0.228 Newborn Diagnosis:9ccs138:Esophgeal dx:0.228 Newborn Diagnosis:9ccs91:Other eye dx:0.228 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.176 Maternal Diagnosis:9ccs189:Prev c-sectn:0.142 Maternal Diagnosis:9ccs55:Fluid/elc dx:0.129 Newborn Diagnosis:9ccs218:Liveborn:-0.129 Maternal Diagnosis:9ccs46:Bnign ut neo | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.520 [0.391 5.904] | indivs AUC:0.502 Correlated most with: Maternal Diagnosis:9ccs46:Bnign ut neo:1.000 Maternal Diagnosis:9ccs116:Art embolism:0.315 Maternal Diagnosis:9ccs131:Adlt resp fl:0.315 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.138 Maternal Diagnosis:9ccs60:Acut p-h anm:0.131 Maternal Diagnosis:9ccs61:Sickle cell:0.115 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.101 Maternal Diagnosis:9ccs238:Complic proc:0.101 MatDeliveryAge:0.094 Maternal Diagnosis:9ccs195:Ot compl bir:0.083 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.489 Correlated most with: Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:1.000 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.499 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.433 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.336 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.291 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:-0.286 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.253 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.205 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.173 Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.159 Maternal Maternal Procedure History:86580-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 86 | OR_unadj: 1.010 [0.331 3.088] | indivs AUC:0.514 Correlated most with: Maternal Maternal Procedure History:86580-postPregnancy:1.000 Maternal Maternal Procedure History:86580-otherPregnancy:0.490 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.234 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:0.199 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.182 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.172 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.170 Maternal Maternal Lab History: APTT-postPregnancy:0.157 Maternal Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:-0.155 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.155 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 1.921 [0.761 4.848] | indivs AUC:0.511 Correlated most with: Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.387 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.260 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.240 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.215 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.192 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.184 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.184 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.182 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.176 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 0.503 [0.114 2.221] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:1.000 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.578 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.366 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.337 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.301 Maternal Maternal Procedure History:93005-otherPregnancy:0.296 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.293 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.292 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.292 Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.292 Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.352 [0.045 2.758] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs3:Oth bact inf:1.000 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.222 Lab:297280 GLUCOSE REAGENT STRIP:0.214 Newborn Diagnosis:9ccs63:Wht blood dx:0.211 Diagnosis:9ccs232:Sprain:0.211 Diagnosis:9ccs247:Lymph enlarg:0.202 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.169 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.168 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:-0.151 Lab:297275 STREP RAPID TEST (POCT):0.138 Diagnosis:9ccs63:Wht blood dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs63:Wht blood dx:1.000 Diagnosis:9ccs64:Ot hematl dx:0.135 Diagnosis:9ccs8:Oth infectns:0.105 Diagnosis:9ccs161:Ot dx kidney:0.072 Diagnosis:9ccs244:Other injury:0.064 Diagnosis:9ccs257:Ot aftercare:0.053 Diagnosis:9ccs159:UTI:0.053 Diagnosis:9ccs7:Viral infect:0.052 Diagnosis:9ccs143:Abdom hernia:0.052 Diagnosis:9ccs92:Otitis media:0.051 Vital: HC Percentile-gain7to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.308 Maternal Diagnosis:9ccs69:Affective dx:-0.235 Maternal Maternal Procedure History:93005-otherPregnancy:0.210 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.208 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.171 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.138 Diagnosis:9ccs216:Nerv cong an:-0.134 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.133 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.126 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.110 Maternal Diagnosis:9ccs140:Gastritis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs140:Gastritis:1.000 Maternal Diagnosis:9ccs182:Hemorr preg:0.217 Maternal Diagnosis:9ccs128:Asthma:0.175 Maternal Diagnosis:9ccs176:Contraceptiv:0.077 Diagnosis:9ccs198:Ot infl skin:0.060 Maternal Diagnosis:9ccs190:Fetal distrs:0.043 Diagnosis:9ccs90:Eye infectn:0.041 Diagnosis:9ccs126:Ot up rsp in:-0.040 Diagnosis:9ccs200:Oth skin dx:0.037 Maternal Diagnosis:9ccs195:Ot compl bir:0.026 Lab:306617 OCCULT BLOOD TEST (FECAL) | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Lab:306617 OCCULT BLOOD TEST (FECAL):1.000 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.441 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.327 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.279 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.255 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.249 Maternal Maternal Lab History: VLDL-postPregnancy:-0.200 Maternal Vital: PL-otherPregnancy:-0.200 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.188 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.173 Diagnosis:9ccs140:Gastritis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 2.226 [0.724 6.844] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs140:Gastritis:1.000 Maternal Diagnosis:9ccs212:Ot bone dx:0.194 Maternal Maternal Procedure History:90472-postPregnancy:0.146 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.139 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.114 Maternal Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:-0.114 Diagnosis:9ccs153:GI hemorrhag:0.113 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.109 Diagnosis:9ccs213:Cardiac anom:0.098 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.095 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 47 | OR_unadj: 0.930 [0.345 2.506] | indivs AUC:0.477 Correlated most with: Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:1.000 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.491 Lab:292147 TSH - Sunrise:0.366 Maternal Maternal Lab History: TWIN B NT-postPregnancy:0.332 Maternal Maternal Lab History: TWIN B CRL-postPregnancy:0.332 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.272 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.262 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.251 Maternal Maternal Lab History: FERRITIN-postPregnancy:-0.243 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:0.235 Vital: BP-latest | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs221:Resp distres:0.446 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.379 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.308 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.266 Diagnosis:9ccs123:Influenza:0.207 Maternal Maternal Procedure History:76830-postPregnancy:-0.200 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.192 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.188 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.187 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.186 Maternal Maternal Lab History: FREE T-4-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 0.234 [0.031 1.775] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: FREE T-4-postPregnancy:1.000 Maternal Maternal Lab History: FREE T3-postPregnancy:0.446 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.364 Maternal Maternal Lab History: FOLATE-postPregnancy:0.323 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.267 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:0.264 Maternal Diagnosis:9ccs48:Thyroid dsor:0.250 Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.229 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.229 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:-0.213 Maternal Maternal Procedure History:99000-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 110 | OR_unadj: nan [ nan nan] | indivs AUC:0.521 Correlated most with: Maternal Maternal Procedure History:99000-otherPregnancy:1.000 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.549 Maternal Maternal Procedure History:90656-otherPregnancy:0.349 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.296 Maternal Maternal Lab History: CREATININE-postPregnancy:0.220 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.212 Maternal Maternal Procedure History:99000-postPregnancy:-0.210 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.193 Maternal Maternal Procedure History:81000-postPregnancy:-0.187 Maternal Maternal Procedure History:99401-postPregnancy:-0.146 Maternal Maternal Procedure History:90471-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 0.706 [0.154 3.235] | indivs AUC:0.499 Correlated most with: Maternal Maternal Procedure History:90471-otherPregnancy:1.000 Maternal Maternal Procedure History:96372-otherPregnancy:0.256 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.252 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.243 Maternal Maternal Procedure History:97803-otherPregnancy:0.237 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:-0.225 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:-0.210 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.205 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.204 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.202 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: 0.706 [0.154 3.235] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:1.000 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:-0.335 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.264 Maternal Maternal Lab History: eGFR-postPregnancy:0.244 Maternal Maternal Lab History: HEMOGLOBIN S-otherPregnancy:0.216 Maternal Maternal Diagnosis:9ccs208:Acq foot def-postPregnancy:0.216 Maternal Maternal Diagnosis:9ccs61:Sickle cell-otherPregnancy:0.216 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.195 Maternal Diagnosis:9ccs217:Ot cong anom:0.193 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.186 Maternal Maternal Procedure History:59430-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: nan [ nan nan] | indivs AUC:0.517 Correlated most with: Maternal Maternal Procedure History:59430-postPregnancy:1.000 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.352 Maternal Maternal Lab History: T-3(Total)-postPregnancy:0.306 Maternal Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:-0.277 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.254 Maternal Maternal Lab History: PH-otherPregnancy:0.237 Maternal Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:-0.201 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:-0.189 Maternal Vital: BMI-postPregnancy:0.187 Maternal Vital: Temp-otherPregnancy:0.181 Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.386 [0.968 5.880] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs211:Ot conn tiss:1.000 Diagnosis:9ccs204:Ot joint dx:0.255 Diagnosis:9ccs105:Conduction:0.222 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.208 Maternal Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:-0.159 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:-0.159 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:0.149 Diagnosis:9ccs95:Oth nerv dx:0.147 Maternal Maternal Lab History: FERRITIN-otherPregnancy:-0.136 Diagnosis:9ccs52:Nutrit defic:0.126 Maternal Maternal Procedure History:90656-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 76 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.499 Correlated most with: Maternal Maternal Procedure History:90656-postPregnancy:1.000 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.403 Maternal Maternal Lab History: HCG-otherPregnancy:0.342 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.333 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.324 Maternal Maternal Lab History: INHMOM-postPregnancy:0.324 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.312 Maternal Maternal Procedure History:90471-postPregnancy:0.303 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.289 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.277 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.519 Correlated most with: Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:1.000 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.400 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.396 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.384 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.353 Maternal Maternal Lab History: HEPATITIS B DNA-postPregnancy:0.350 Maternal Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:0.350 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:0.350 Diagnosis:9ccs120:Hemmorhoids:0.307 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.307 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.352 [0.045 2.758] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:1.000 Diagnosis:9ccs181:Ot preg comp:0.505 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:-0.273 Diagnosis:9ccs52:Nutrit defic:-0.258 Lab:294495 LEAD, BLOOD - LMC:-0.239 Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:-0.228 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.223 Maternal Maternal Lab History: TP VOLUME-postPregnancy:-0.198 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.182 Maternal Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.173 Maternal Diagnosis:9ccs196:Nml preg/del | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1740 | OR_unadj: 2.841 [0.363 22.266] | indivs AUC:0.496 Correlated most with: Maternal Diagnosis:9ccs196:Nml preg/del:1.000 Maternal Diagnosis:9ccs39:Leukemias:-0.301 Maternal Maternal Lab History: LIPASE-postPregnancy:0.234 Maternal Maternal Lab History: AMYLASE-postPregnancy:0.223 Maternal Maternal Lab History: CHLAMYDIA AG RESULT-postPregnancy:0.214 Diagnosis:9ccs236:Opn wnd extr:-0.171 Maternal Diagnosis:9ccs0:No DX:-0.119 Maternal Maternal Lab History: URINE KETONES-postPregnancy:-0.113 Diagnosis:9ccs2:Septicemia:-0.110 Maternal Diagnosis:9ccs61:Sickle cell:-0.110 Newborn Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.641 [0.141 2.905] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.314 Maternal Diagnosis:9ccs82:Paralysis:0.276 Newborn Diagnosis:9ccs130:Pleurisy:0.276 Maternal Diagnosis:9ccs107:Cardia arrst:0.276 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.276 Newborn Diagnosis:9ccs91:Other eye dx:0.276 Maternal Diagnosis:9ccs184:Early labor:0.249 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.211 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:-0.197 Maternal Diagnosis:9ccs5:HIV infectn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.180 [0.237 5.868] | indivs AUC:0.504 Correlated most with: Maternal Diagnosis:9ccs5:HIV infectn:1.000 Maternal Diagnosis:9ccs67:Subst-r mntl:0.353 Diagnosis:9ccs5:HIV infectn:0.353 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.298 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.289 Maternal Maternal Lab History: VLDL-otherPregnancy:0.289 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.268 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.264 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:-0.251 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.239 Lab:294205 TSH REFLEX TO FT4 - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.506 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:1.000 Lab:294147 FREE T4 - LMC:-0.386 Diagnosis:9ccs204:Ot joint dx:0.350 Maternal Maternal Lab History: 2 HOUR-postPregnancy:-0.188 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.167 Maternal Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:0.153 Maternal Diagnosis:9ccs61:Sickle cell:0.126 Maternal Maternal Lab History: TEST NAME-otherPregnancy:-0.098 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.096 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.093 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 34 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:1.000 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.293 Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.293 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.291 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.289 Maternal Maternal Procedure History:97530-postPregnancy:0.274 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.266 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.266 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.225 Maternal Maternal Procedure History:93005-otherPregnancy:0.213 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.504 [0.062 4.108] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.653 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.452 Maternal Maternal Lab History: T-3(Total)-postPregnancy:0.387 Maternal Maternal Lab History: FREE T-4-postPregnancy:0.364 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.338 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.333 Maternal Diagnosis:9ccs48:Thyroid dsor:0.275 Maternal Maternal Lab History: FREE T3-postPregnancy:0.271 Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.262 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 2.665 [0.594 11.959] | indivs AUC:0.480 Correlated most with: Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:1.000 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.342 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.331 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.329 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.312 Lab:294048 STOOL CULTURE - LMC:-0.310 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:-0.295 Maternal Maternal Lab History: PTT-otherPregnancy:0.293 Maternal Maternal Lab History: INR-otherPregnancy:0.278 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.270 Vital: HC Percentile-gain10to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.496 Correlated most with: Maternal Diagnosis:9ccs67:Subst-r mntl:0.464 Diagnosis:9ccs5:HIV infectn:0.464 Maternal Diagnosis:9ccs69:Affective dx:0.232 Maternal Diagnosis:9ccs5:HIV infectn:0.164 Diagnosis:9ccs234:Crush injury:-0.098 Maternal Diagnosis:9ccs48:Thyroid dsor:-0.083 Maternal Maternal Lab History: A/G-postPregnancy:-0.080 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:0.075 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:0.074 Diagnosis:9ccs48:Thyroid dsor:-0.074 Maternal Maternal Procedure History:81025-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 75 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.494 Correlated most with: Maternal Maternal Procedure History:81025-otherPregnancy:1.000 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.534 Diagnosis:9ccs120:Hemmorhoids:0.534 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.472 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.470 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.441 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.392 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.392 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.377 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.343 Maternal Maternal Lab History: PH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.469 [0.107 2.059] | indivs AUC:0.491 Correlated most with: Maternal Maternal Lab History: PH-otherPregnancy:1.000 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:-0.302 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.261 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.250 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:-0.246 Maternal Maternal Lab History: URIC ACID-otherPregnancy:-0.245 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:-0.241 Maternal Maternal Procedure History:59430-postPregnancy:0.237 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:-0.233 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:-0.227 Diagnosis:9ccs141:Ot dx stomch | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:1.000 Maternal Maternal Procedure History:96372-otherPregnancy:0.294 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.262 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.236 Maternal Maternal Lab History: HEPATITIS B DNA-postPregnancy:-0.214 Maternal Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:-0.214 Diagnosis:9ccs250:Nausea/vomit:0.179 Maternal Maternal Lab History: BILE ACIDS-postPregnancy:0.157 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy:0.150 Diagnosis:9ccs214:GI cong anom:0.148 Maternal Maternal Procedure History:96372-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:96372-otherPregnancy:1.000 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.842 Maternal Maternal Lab History: BILE ACIDS-postPregnancy:0.504 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy:0.481 Diagnosis:9ccs141:Ot dx stomch:0.294 Maternal Maternal Procedure History:90471-otherPregnancy:0.256 Maternal Diagnosis:9ccs60:Acut p-h anm:0.213 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.210 Maternal Maternal Lab History: CHOLIC ACID-postPregnancy:0.206 Maternal Diagnosis:9ccs182:Hemorr preg:0.201 Maternal Diagnosis:9ccs238:Complic proc | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.774 [0.442 7.127] | indivs AUC:0.510 Correlated most with: Maternal Diagnosis:9ccs238:Complic proc:1.000 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.745 Maternal Diagnosis:9ccs131:Adlt resp fl:0.333 Maternal Diagnosis:9ccs116:Art embolism:0.333 Maternal Diagnosis:9ccs8:Oth infectns:0.333 Diagnosis:9ccs44:Neoplsm unsp:0.234 Diagnosis:9ccs70:Schizo/rl dx:0.234 Maternal Diagnosis:9ccs143:Abdom hernia:0.234 Maternal Diagnosis:9ccs96:Hrt valve dx:0.164 Maternal Diagnosis:9ccs106:Dysrhythmia:0.139 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 34 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.478 Correlated most with: Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.681 Maternal Maternal Lab History: PATIENT-postPregnancy:0.642 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.621 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.535 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.466 Maternal Maternal Procedure History:90746-postPregnancy:0.451 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.425 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.425 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.374 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:1.000 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.438 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.394 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.348 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.330 Maternal Maternal Procedure History:96372-postPregnancy:0.312 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.282 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.268 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.265 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.246 Maternal Maternal Procedure History:90772-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.504 Correlated most with: Maternal Maternal Procedure History:90772-postPregnancy:1.000 Maternal Maternal Procedure History:J1055-postPregnancy:0.651 Newborn Diagnosis:9ccs91:Other eye dx:-0.251 Lab:323854 CULTURE FECES - Sunrise:-0.193 Maternal Maternal Procedure History:86701-postPregnancy:0.177 Maternal Maternal Lab History: PATIENT-postPregnancy:0.176 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.172 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.171 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.165 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.159 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:1.000 Maternal Maternal Lab History: CPK-postPregnancy:0.477 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:-0.189 Maternal Diagnosis:9ccs211:Ot conn tiss:0.174 Lab:323854 CULTURE FECES - Sunrise:-0.164 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.164 Maternal Maternal Lab History: FOLATE-postPregnancy:-0.159 Newborn Diagnosis:9ccs0:No DX:0.158 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.143 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.142 Maternal Maternal Lab History: INR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 0.883 [0.187 4.178] | indivs AUC:0.501 Correlated most with: Maternal Maternal Lab History: INR-postPregnancy:1.000 Maternal Maternal Lab History: PT-postPregnancy:0.675 Maternal Maternal Lab History: PATIENT-postPregnancy:0.367 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.286 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.255 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.250 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.240 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.218 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.218 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.216 Maternal Maternal Procedure History:90472-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Procedure History:90472-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.458 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.456 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.430 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:0.370 Maternal Maternal Procedure History:20550-postPregnancy:-0.370 Maternal Maternal Procedure History:J3301-postPregnancy:-0.370 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.360 Maternal Maternal Procedure History:90746-postPregnancy:0.298 Maternal Vital: RR-otherPregnancy:0.271 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 44 | OR_unadj: 1.010 [0.209 4.884] | indivs AUC:0.487 Correlated most with: Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.567 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.505 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.408 Maternal Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:0.402 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:0.372 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.299 Maternal Maternal Lab History: VLDL-otherPregnancy:-0.256 Maternal Vital: RR-otherPregnancy:0.237 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.220 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 1.010 [0.209 4.884] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:1.000 Maternal Maternal Procedure History:97035-postPregnancy:-0.509 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.480 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.379 Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.335 Lab:294199 BILIRUBIN SCAN - LMC:-0.325 Maternal Maternal Procedure History:97001-postPregnancy:0.315 Maternal Maternal Procedure History:97110-postPregnancy:0.263 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.251 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.229 Maternal Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.496 Correlated most with: Maternal Diagnosis:9ccs48:Thyroid dsor:1.000 Maternal Diagnosis:9ccs72:Anxiety dx:0.301 Newborn Diagnosis:9ccs97:Carditis:0.301 Newborn Diagnosis:9ccs239:Superfic inj:0.301 Newborn Diagnosis:9ccs104:Oth heart dx:0.301 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.275 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.275 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.274 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.273 Maternal Maternal Lab History: FREE T-4-postPregnancy:0.250 Maternal Maternal Procedure History:J7302-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:J7302-postPregnancy:1.000 Maternal Maternal Lab History: UIBC-postPregnancy:0.443 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.155 Maternal Maternal Procedure History:58300-postPregnancy:0.148 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.130 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.126 Maternal Maternal Lab History: MONOS-postPregnancy:-0.120 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.102 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.094 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:-0.086 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.513 Correlated most with: Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:0.368 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.351 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.259 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.255 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.227 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.221 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.220 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.199 Diagnosis:9ccs75:Hx mental dx:0.176 Diagnosis:9ccs130:Pleurisy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs130:Pleurisy:1.000 Maternal Maternal Lab History: A/G-postPregnancy:0.205 Maternal Maternal Lab History: PH-postPregnancy:-0.150 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.150 Maternal Maternal Lab History: VLDL-postPregnancy:-0.105 Maternal Maternal Lab History: POLYS-postPregnancy:0.089 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:-0.088 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.085 Diagnosis:9ccs133:Oth low resp:0.084 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:-0.082 Maternal Maternal Procedure History:90649-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.776 [0.532 5.930] | indivs AUC:0.508 Correlated most with: Maternal Maternal Procedure History:90649-postPregnancy:1.000 Maternal Maternal Procedure History:90471-postPregnancy:0.419 Maternal Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:0.267 Maternal Maternal Lab History: Birch Tree IgE-postPregnancy:-0.231 Maternal Maternal Lab History: Peanut IgE-postPregnancy:-0.231 Maternal Maternal Lab History: Walnut Tree IgE-postPregnancy:-0.231 Maternal Maternal Lab History: Elm Tree IgE-postPregnancy:-0.231 Maternal Maternal Lab History: Cottonwood Tree IgE-postPregnancy:-0.231 Maternal Maternal Lab History: Oak Tree IgE-postPregnancy:-0.231 Maternal Maternal Lab History: Maple Tree IgE-postPregnancy:-0.231 Vital: Wt for Len Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.190 Maternal Maternal Procedure History:92551-postPregnancy:-0.181 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:0.166 Maternal Vital: Wt Change-otherPregnancy:-0.148 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.145 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:0.138 Diagnosis:9ccs214:GI cong anom:0.128 Maternal Maternal Lab History: SODIUM-postPregnancy:-0.128 Maternal Diagnosis:9ccs0:No DX:-0.119 Maternal Diagnosis:9ccs212:Ot bone dx:-0.118 Maternal Maternal Lab History: PTT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.251 [0.033 1.912] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: PTT-postPregnancy:1.000 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.333 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.325 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.306 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.211 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.185 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.182 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.176 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.157 Maternal Maternal Lab History: PH-postPregnancy:-0.156 Maternal Diagnosis:9ccs69:Affective dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.506 Correlated most with: Maternal Diagnosis:9ccs69:Affective dx:1.000 Maternal Diagnosis:9ccs67:Subst-r mntl:0.500 Diagnosis:9ccs5:HIV infectn:0.500 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.448 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.409 Maternal Maternal Procedure History:93005-otherPregnancy:0.359 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.354 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.354 Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.354 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.334 Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.964 [0.268 3.473] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:1.000 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.258 Lab:294147 FREE T4 - LMC:0.232 Maternal Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:0.219 Lab:292147 TSH - Sunrise:0.175 Maternal Diagnosis:9ccs48:Thyroid dsor:0.155 Diagnosis:9ccs245:Syncope:0.151 Diagnosis:9ccs52:Nutrit defic:0.151 Maternal Maternal Lab History: T-4-postPregnancy:0.143 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.133 Maternal Maternal Procedure History:S9470-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 0.705 [0.203 2.448] | indivs AUC:0.526 Correlated most with: Maternal Maternal Procedure History:S9470-otherPregnancy:1.000 Maternal Maternal Procedure History:S9470-postPregnancy:0.430 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.406 Maternal Vital: Ht Percentile-otherPregnancy:0.344 Maternal Vital: Ht Percentile-postPregnancy:0.275 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.244 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.192 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.182 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.160 Newborn Diagnosis:9ccs95:Oth nerv dx:0.149 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 32 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.490 Correlated most with: Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.353 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.290 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.266 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.255 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.246 Maternal Maternal Procedure History:97530-postPregnancy:0.206 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.204 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.202 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.191 Diagnosis:9ccs240:Burns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.830 [0.278 2.482] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs240:Burns:1.000 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.196 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.180 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.179 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.179 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.179 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.176 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.167 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.165 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:0.155 Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs163:Other GU dx:1.000 Maternal Diagnosis:9ccs200:Oth skin dx:0.288 Newborn Diagnosis:9ccs161:Ot dx kidney:0.202 Diagnosis:9ccs145:Int obstruct:0.164 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.164 Diagnosis:9ccs159:UTI:0.164 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.147 Newborn Diagnosis:9ccs217:Ot cong anom:0.147 Maternal Maternal Procedure History:96372-postPregnancy:0.144 Diagnosis:9ccs161:Ot dx kidney:0.124 Maternal Maternal Lab History: FASTING-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 1.774 [0.442 7.127] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: FASTING-postPregnancy:1.000 Maternal Maternal Lab History: FASTING-otherPregnancy:0.669 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.358 Maternal Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:0.289 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.259 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.211 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.194 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.192 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:-0.173 Diagnosis:9ccs8:Oth infectns:0.171 Maternal Maternal Procedure History:J1055-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 1.772 [0.323 9.712] | indivs AUC:0.508 Correlated most with: Maternal Maternal Procedure History:J1055-postPregnancy:1.000 Maternal Maternal Procedure History:90772-postPregnancy:0.651 Maternal Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:-0.381 Maternal Maternal Procedure History:81025-postPregnancy:0.321 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.270 Maternal Vital: SpO2-otherPregnancy:0.270 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.181 Maternal Maternal Lab History: PATIENT-postPregnancy:0.171 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.165 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.164 Maternal Maternal Procedure History:90656-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 80 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Procedure History:90656-otherPregnancy:1.000 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.467 Maternal Maternal Procedure History:99000-otherPregnancy:0.349 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.278 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.246 Maternal Maternal Procedure History:86703-postPregnancy:-0.217 Maternal Maternal Lab History: CREATININE-postPregnancy:0.211 Maternal Maternal Procedure History:81000-postPregnancy:-0.210 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.199 Maternal Maternal Procedure History:99000-postPregnancy:-0.194 Diagnosis:9ccs251:Abdomnl pain | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.520 [0.391 5.904] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:1.000 Maternal Maternal Lab History: FREE T3-postPregnancy:-0.208 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:0.132 Maternal Maternal Lab History: NTQR-LOCATION ID-postPregnancy:-0.129 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.109 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.096 Diagnosis:9ccs141:Ot dx stomch:0.090 Maternal Diagnosis:9ccs188:Pelvic obstr:0.086 Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.084 Diagnosis:9ccs205:Back problem:0.082 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:1.000 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.558 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.464 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.416 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.332 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.273 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.262 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.262 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.250 Maternal Diagnosis:9ccs211:Ot conn tiss:0.242 Maternal Diagnosis:9ccs149:Biliary dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.352 [0.045 2.758] | indivs AUC:0.494 Correlated most with: Maternal Diagnosis:9ccs149:Biliary dx:1.000 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.305 Maternal Diagnosis:9ccs200:Oth skin dx:0.301 Maternal Diagnosis:9ccs97:Carditis:0.301 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.288 Maternal Diagnosis:9ccs130:Pleurisy:0.211 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.206 Maternal Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy:-0.198 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:-0.175 Maternal Maternal Lab History: ALT-postPregnancy:0.160 Vital: Wt for Len Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: TWIN B NT-postPregnancy:-0.437 Maternal Maternal Lab History: TWIN B CRL-postPregnancy:-0.437 Maternal Maternal Lab History: APF MoM-postPregnancy:-0.294 Maternal Maternal Procedure History:92551-postPregnancy:-0.222 Diagnosis:9ccs214:GI cong anom:0.157 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.137 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.115 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.112 Maternal Maternal Lab History: SODIUM-postPregnancy:-0.103 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.102 Maternal Maternal Lab History: URINE SUGAR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: URINE SUGAR-postPregnancy:1.000 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:0.835 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.250 Maternal Vital: Wt Change-postPregnancy:0.241 Maternal Maternal Lab History: ANION GAP-postPregnancy:0.215 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.131 Maternal Vital: BP-otherPregnancy:0.118 Maternal Maternal Lab History: BUN-postPregnancy:-0.110 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.110 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.107 Maternal Maternal Lab History: PROLACTIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 0.504 [0.062 4.108] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: PROLACTIN-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.555 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:-0.542 Maternal Maternal Lab History: PROGESTERONE-postPregnancy:-0.494 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:0.494 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.492 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:-0.317 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.280 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.266 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.211 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.706 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:0.482 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.363 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.332 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:-0.252 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:0.249 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:-0.249 Maternal Maternal Lab History: LDL-postPregnancy:0.241 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.240 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 78 | OR_unadj: nan [ nan nan] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:1.000 Maternal Maternal Lab History: HCG-otherPregnancy:0.807 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.790 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.775 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.763 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.730 Maternal Maternal Lab History: INHMOM-postPregnancy:0.705 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.615 Maternal Maternal Lab History: TWIN B CRL-postPregnancy:-0.555 Maternal Maternal Lab History: TWIN B NT-postPregnancy:-0.555 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: 1.180 [0.237 5.868] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:0.383 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.374 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.364 Maternal Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:0.351 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.317 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.274 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:-0.271 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.267 Maternal Maternal Lab History: WEIGHT-otherPregnancy:-0.222 Maternal Diagnosis:9ccs135:Intest infct | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs135:Intest infct:1.000 Diagnosis:9ccs213:Cardiac anom:0.132 Diagnosis:9ccs0:No DX:0.103 Diagnosis:9ccs127:COPD:0.089 Diagnosis:9ccs217:Ot cong anom:0.082 Diagnosis:9ccs91:Other eye dx:0.076 Diagnosis:9ccs96:Hrt valve dx:0.076 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs4:Mycoses:0.070 Maternal Diagnosis:9ccs183:HTN in preg:0.066 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.501 Correlated most with: Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:1.000 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.658 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.629 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.594 Lab:306854 PLATELET COUNT - Sunrise:0.504 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.501 Maternal Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:-0.498 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.498 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.471 Diagnosis:9ccs238:Complic proc:0.407 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.751 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.664 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.411 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.297 Maternal Maternal Procedure History:36415-postPregnancy:0.240 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:0.230 Maternal Maternal Lab History: LDL-postPregnancy:0.215 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.211 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.195 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 1.180 [0.318 4.381] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.500 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.480 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.416 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.336 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.326 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.275 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.273 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.249 Maternal Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:0.231 Vital: HC Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: FOLATE-postPregnancy:-0.269 Maternal Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:-0.222 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:-0.222 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.206 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.190 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.094 Diagnosis:9ccs0:No DX:-0.067 Diagnosis:9ccs94:Other ear dx:-0.063 Diagnosis:9ccs256:Exam/eval:-0.063 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:-0.061 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 0.352 [0.045 2.758] | indivs AUC:0.484 Correlated most with: Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.400 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.388 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.377 Maternal Maternal Lab History: TEST NAME-postPregnancy:0.372 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.372 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.326 Maternal Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.322 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.322 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.249 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:1.000 Maternal Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:0.400 Maternal Maternal Lab History: LEAD LEVEL-otherPregnancy:-0.371 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.362 Diagnosis:9ccs2611:E Codes: Natural/environment:0.348 Maternal Maternal Diagnosis:10ccs205:Back problem-postPregnancy:-0.348 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.317 Maternal Maternal Lab History: A/G-otherPregnancy:0.294 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.242 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.224 Maternal Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 0.441 [0.055 3.534] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs62:Coag/hemr dx:1.000 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.333 Maternal Diagnosis:9ccs116:Art embolism:0.333 Maternal Diagnosis:9ccs131:Adlt resp fl:0.333 Maternal Maternal Procedure History:97530-postPregnancy:-0.273 Maternal Maternal Procedure History:97112-postPregnancy:0.250 Maternal Maternal Procedure History:J3301-postPregnancy:0.236 Maternal Maternal Procedure History:97035-postPregnancy:0.236 Maternal Maternal Lab History: RET ABS-postPregnancy:-0.236 Maternal Maternal Procedure History:20550-postPregnancy:0.236 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: 2.972 [0.902 9.793] | indivs AUC:0.518 Correlated most with: Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.252 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.235 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.230 Maternal Maternal Procedure History:93005-otherPregnancy:0.202 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.199 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.199 Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.199 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.188 Maternal Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:-0.181 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 34 | OR_unadj: 1.419 [0.443 4.549] | indivs AUC:0.511 Correlated most with: Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:1.000 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.451 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.341 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.330 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.233 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.232 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:-0.226 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.206 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.203 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.186 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 0.883 [0.187 4.178] | indivs AUC:0.492 Correlated most with: Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.490 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.361 Maternal Maternal Lab History: CPK-postPregnancy:-0.341 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.295 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.265 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.249 Maternal Maternal Procedure History:93005-postPregnancy:0.237 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.230 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.215 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.010 [0.209 4.884] | indivs AUC:0.512 Correlated most with: Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:1.000 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.325 Maternal Maternal Procedure History:93005-otherPregnancy:-0.221 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.216 Maternal Maternal Lab History: VLDL-otherPregnancy:0.216 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.206 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.200 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.200 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.199 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.197 Maternal Maternal Lab History: GFR in African American-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: GFR in African American-postPregnancy:1.000 Maternal Maternal Lab History: GFR Calculation-postPregnancy:1.000 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.408 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.407 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.393 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.382 Maternal Maternal Lab History: HCG-otherPregnancy:-0.321 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.315 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.309 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.309 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.506 Correlated most with: Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.777 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.775 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:0.632 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.505 Maternal Vital: RR-otherPregnancy:0.462 Maternal Maternal Procedure History:90472-postPregnancy:0.458 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.392 Maternal Maternal Lab History: VLDL-otherPregnancy:-0.348 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.287 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.586 [0.172 2.000] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.693 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.382 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:-0.327 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.292 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.248 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.219 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.211 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.187 Maternal Maternal Lab History: PH-otherPregnancy:0.177 Maternal Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs138:Esophgeal dx:1.000 Diagnosis:9ccs147:Anal/rectal:0.121 Maternal Diagnosis:9ccs182:Hemorr preg:0.105 Diagnosis:9ccs259:Unclassified:0.083 Diagnosis:9ccs127:COPD:0.083 Diagnosis:9ccs125:Bronchitis:0.078 Diagnosis:9ccs244:Other injury:0.064 Maternal Diagnosis:9ccs181:Ot preg comp:0.054 Diagnosis:9ccs7:Viral infect:0.052 Diagnosis:9ccs138:Esophgeal dx:0.048 Maternal Maternal Lab History: GFR Calculation-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: GFR Calculation-postPregnancy:1.000 Maternal Maternal Lab History: GFR in African American-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.409 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.407 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.393 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.381 Maternal Maternal Lab History: HCG-otherPregnancy:-0.321 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.314 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.309 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.309 * Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 3.576 [1.147 11.152] | indivs AUC:0.537 Correlated most with: Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:0.353 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.341 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.304 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.295 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.293 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.284 Maternal Maternal Procedure History:86703-otherPregnancy:0.217 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.215 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.211 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.706 [0.154 3.235] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:1.000 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:0.317 Newborn Diagnosis:9ccs91:Other eye dx:0.297 Maternal Maternal Lab History: FREE T3-postPregnancy:-0.270 Maternal Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:0.256 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.215 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.194 Maternal Maternal Lab History: LACTIC ACID-postPregnancy:0.175 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.171 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:-0.163 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.513 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.693 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.453 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.398 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.395 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.336 Diagnosis:9ccs120:Hemmorhoids:0.307 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.307 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:0.298 Maternal Maternal Lab History: PROGESTERONE-postPregnancy:-0.267 Maternal Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs163:Other GU dx:1.000 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.250 Maternal Diagnosis:9ccs175:Ot femal gen:0.234 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.180 Maternal Diagnosis:9ccs238:Complic proc:0.132 Diagnosis:9ccs243:Poisn nonmed:0.119 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.099 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:0.098 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.094 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.086 Vital: HC Percentile-avg10to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: A/G-postPregnancy:-0.252 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:0.236 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:0.233 Maternal Maternal Procedure History:90656-postPregnancy:-0.208 Maternal Maternal Lab History: GLOBULIN-postPregnancy:0.185 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.176 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.148 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.142 Maternal Maternal Procedure History:99000-postPregnancy:-0.130 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:-0.128 Vital: HC Percentile-gain5to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.285 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy:-0.234 Maternal Vital: RR-otherPregnancy:-0.230 Maternal Diagnosis:9ccs69:Affective dx:0.221 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.210 Maternal Maternal Procedure History:93005-otherPregnancy:-0.194 Maternal Maternal Lab History: WEIGHT-otherPregnancy:-0.167 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.159 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.146 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.140 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.751 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.566 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.331 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.280 Maternal Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.229 Maternal Maternal Lab History: LDL-postPregnancy:0.204 Maternal Maternal Procedure History:36415-postPregnancy:0.197 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:0.196 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.185 Maternal Maternal Lab History: URINE CULTURE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: URINE CULTURE-postPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.358 Newborn Diagnosis:9ccs136:Teeth dx:0.357 Maternal Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.266 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.239 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.213 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.207 Maternal Maternal Lab History: POLYS-postPregnancy:-0.203 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:-0.200 Diagnosis:9ccs219:Low birth wt:0.186 Diagnosis:9ccs2620:E Codes: Unspecified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2620:E Codes: Unspecified:1.000 Diagnosis:9ccs117:Ot circul dx:0.126 Diagnosis:9ccs223:Birth trauma:0.122 Diagnosis:9ccs8:Oth infectns:0.122 Diagnosis:9ccs89:Blindness:0.103 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.092 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.092 Diagnosis:9ccs2603:E Codes: Fall:0.091 Diagnosis:9ccs258:Other screen:0.090 Diagnosis:9ccs4:Mycoses:0.076 Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.293 [0.038 2.259] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs55:Fluid/elc dx:1.000 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.276 Maternal Maternal Procedure History:97530-postPregnancy:-0.227 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.216 Maternal Maternal Procedure History:97112-postPregnancy:0.209 Maternal Maternal Procedure History:20550-postPregnancy:0.197 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:-0.197 Maternal Maternal Procedure History:97035-postPregnancy:0.197 Maternal Maternal Lab History: RET ABS-postPregnancy:-0.197 Maternal Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:-0.197 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:1.000 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.492 Maternal Maternal Procedure History:59430-postPregnancy:0.352 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.345 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.337 Maternal Maternal Lab History: PROGESTERONE-postPregnancy:0.317 Maternal Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:-0.310 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.301 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:0.268 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.266 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.416 Maternal Maternal Lab History: VLDL-otherPregnancy:0.415 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.400 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.380 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.373 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:-0.360 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.344 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.294 Maternal Maternal Lab History: AST-otherPregnancy:0.275 Maternal Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:1.000 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.266 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.256 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.229 Maternal Maternal Procedure History:86701-otherPregnancy:0.215 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.210 Maternal Diagnosis:9ccs172:Ovarian cyst:-0.188 Maternal Maternal Procedure History:86701-postPregnancy:0.186 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.186 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.166 Diagnosis:9ccs243:Poisn nonmed | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.031 [0.592 6.976] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs243:Poisn nonmed:1.000 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.185 Diagnosis:9ccs145:Int obstruct:0.171 Diagnosis:9ccs51:Ot endo dsor:0.148 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.135 Diagnosis:9ccs240:Burns:0.124 Maternal Diagnosis:9ccs163:Other GU dx:0.119 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.118 Lab:292495 LEAD LEVEL - Sunrise:-0.102 Diagnosis:9ccs151:Oth liver dx:0.096 Diagnosis:9ccs167:Breast dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs167:Breast dx:1.000 Maternal Maternal Diagnosis:9ccs122:Pneumonia-otherPregnancy:-0.354 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.354 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.233 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.204 Maternal Maternal Procedure History:90746-postPregnancy:-0.165 Maternal Vital: PL-otherPregnancy:0.164 Maternal Vital: Wt Percentile-otherPregnancy:0.162 Maternal Vital: Ht Percentile-otherPregnancy:0.146 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.139 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.289 [0.408 4.071] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.378 Maternal Maternal Lab History: PROGESTERONE-postPregnancy:0.323 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.323 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.317 Maternal Maternal Lab History: PH-otherPregnancy:-0.302 Maternal Vital: Ht Percentile-otherPregnancy:0.286 Maternal Vital: Ht Percentile-postPregnancy:0.265 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.244 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.220 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.683 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.488 Maternal Maternal Procedure History:92551-postPregnancy:0.423 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.358 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.352 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.347 Maternal Maternal Lab History: AFP-otherPregnancy:0.299 Maternal Vital: Wt Change-otherPregnancy:-0.293 Maternal Maternal Procedure History:85018-postPregnancy:0.289 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:1.000 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.735 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.597 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.533 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.489 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.358 Newborn Diagnosis:9ccs91:Other eye dx:0.347 Maternal Maternal Lab History: AFP-otherPregnancy:0.312 Maternal Vital: Wt Change-otherPregnancy:-0.257 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.248 Lab:323700 CULTURE THROAT W SENS - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.502 Correlated most with: Lab:323700 CULTURE THROAT W SENS - Sunrise:1.000 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:-0.451 Maternal Diagnosis:9ccs245:Syncope:0.367 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:-0.215 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.181 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:0.125 Diagnosis:9ccs211:Ot conn tiss:-0.124 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.122 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.116 Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:-0.106 Vital: HC Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: FOLATE-postPregnancy:-0.206 Maternal Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:-0.169 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:-0.169 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.157 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.145 Diagnosis:9ccs76:Meningitis:0.097 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.072 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.065 Maternal Diagnosis:9ccs59:Anemia:0.054 Diagnosis:9ccs259:Unclassified:-0.053 Maternal Diagnosis:9ccs198:Ot infl skin | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs198:Ot infl skin:1.000 Diagnosis:9ccs166:Oth male gen:0.102 Newborn Diagnosis:9ccs94:Other ear dx:-0.098 Diagnosis:9ccs136:Teeth dx:0.085 Maternal Diagnosis:9ccs181:Ot preg comp:0.041 Diagnosis:9ccs135:Intest infct:0.039 Diagnosis:9ccs125:Bronchitis:0.039 Diagnosis:9ccs200:Oth skin dx:0.037 Maternal Diagnosis:9ccs193:OB-related perin trauma:0.030 Diagnosis:9ccs7:Viral infect:0.026 Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs216:Nerv cong an:1.000 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.288 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy:-0.205 Newborn Diagnosis:9ccs133:Oth low resp:0.202 Newborn Diagnosis:9ccs216:Nerv cong an:0.164 Diagnosis:9ccs95:Oth nerv dx:0.156 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.146 Maternal Vital: SpO2-otherPregnancy:0.145 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:0.118 Maternal Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:-0.118 Vital: HC Percentile-avg7to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.589 Maternal Maternal Procedure History:93005-otherPregnancy:0.401 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.389 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.327 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.248 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.244 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.242 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.211 Maternal Diagnosis:9ccs69:Affective dx:0.191 Maternal Vital: HR-postPregnancy:-0.157 Diagnosis:9ccs208:Acq foot def | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs208:Acq foot def:1.000 Newborn Diagnosis:9ccs166:Oth male gen:0.377 Maternal Diagnosis:9ccs96:Hrt valve dx:0.187 Maternal Diagnosis:9ccs253:Allergy:0.187 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.063 Diagnosis:9ccs259:Unclassified:0.056 Diagnosis:9ccs217:Ot cong anom:0.049 Diagnosis:9ccs256:Exam/eval:0.048 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.046 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.046 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: nan [ nan nan] | indivs AUC:0.490 Correlated most with: Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:1.000 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.286 Diagnosis:9ccs120:Hemmorhoids:-0.286 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.243 Diagnosis:9ccs2611:E Codes: Natural/environment:-0.231 Maternal Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.217 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.209 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.209 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.192 Maternal Maternal Procedure History:97014-postPregnancy:0.181 Vital: HC Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2603:E Codes: Fall:-0.097 Diagnosis:9ccs0:No DX:-0.086 Lab:294048 STOOL CULTURE - LMC:0.082 Diagnosis:9ccs136:Teeth dx:-0.072 Diagnosis:9ccs94:Other ear dx:-0.064 Diagnosis:9ccs134:Ot uppr resp:-0.064 Diagnosis:9ccs197:Skin infectn:-0.061 Lab:306617 OCCULT BLOOD TEST (FECAL):0.058 Diagnosis:9ccs76:Meningitis:-0.054 Diagnosis:9ccs153:GI hemorrhag:0.054 Maternal Maternal Lab History: 2 HOUR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 3.563 [0.887 14.312] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: 2 HOUR-postPregnancy:1.000 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.636 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.487 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.445 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.433 Maternal Maternal Procedure History:93005-otherPregnancy:0.391 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.385 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.385 Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.385 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.351 Maternal Maternal Procedure History:90746-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.488 Correlated most with: Maternal Maternal Procedure History:90746-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.451 Maternal Maternal Lab History: PATIENT-postPregnancy:0.437 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.423 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.411 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.410 Maternal Maternal Procedure History:J3301-postPregnancy:-0.367 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.367 Maternal Maternal Procedure History:20550-postPregnancy:-0.367 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.338 Maternal Maternal Lab History: TP VOLUME-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.665 [0.594 11.959] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: TP VOLUME-postPregnancy:1.000 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.849 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.398 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.386 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.275 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.209 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.198 Diagnosis:9ccs52:Nutrit defic:0.197 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.187 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.174 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 32 | OR_unadj: 1.772 [0.323 9.712] | indivs AUC:0.497 Correlated most with: Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.404 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.248 Maternal Maternal Lab History: URINE PH-otherPregnancy:-0.187 Diagnosis:9ccs234:Crush injury:0.168 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:-0.152 Maternal Maternal Lab History: MCV-otherPregnancy:-0.135 Maternal Maternal Procedure History:99401-postPregnancy:0.133 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:0.118 Maternal Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.118 Maternal Maternal Lab History: FERRITIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: FERRITIN-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.465 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.451 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.422 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.364 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.327 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.243 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.220 Maternal Maternal Procedure History:81025-otherPregnancy:0.215 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.214 Diagnosis:9ccs236:Opn wnd extr | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs236:Opn wnd extr:1.000 Newborn Diagnosis:9ccs95:Oth nerv dx:0.202 Maternal Diagnosis:9ccs196:Nml preg/del:-0.171 Newborn Diagnosis:9ccs213:Cardiac anom:0.146 Diagnosis:9ccs244:Other injury:0.076 Diagnosis:9ccs213:Cardiac anom:0.071 Diagnosis:9ccs125:Bronchitis:0.067 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.050 Newborn Diagnosis:9ccs94:Other ear dx:-0.050 Newborn Diagnosis:9ccs256:Exam/eval:0.049 Maternal Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:1.000 Maternal Maternal Lab History: GTT 90 MIN-postPregnancy:0.751 Diagnosis:9ccs142:Appendicitis:0.681 Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.411 Maternal Maternal Procedure History:92551-postPregnancy:-0.277 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.263 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.234 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:-0.231 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.228 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:0.222 Vital: HC Percentile-gain3to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy:0.306 Maternal Vital: RR-otherPregnancy:0.301 Maternal Maternal Lab History: AFP-otherPregnancy:0.106 Lab:294048 STOOL CULTURE - LMC:-0.105 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.104 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.103 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.098 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.097 Maternal Maternal Procedure History:86703-postPregnancy:0.097 Diagnosis:9ccs2603:E Codes: Fall:-0.093 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.581 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.530 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.402 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.360 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.356 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.337 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.315 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.292 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.270 Maternal Vital: BMI Percentile-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 0.883 [0.248 3.146] | indivs AUC:0.494 Correlated most with: Maternal Vital: BMI Percentile-otherPregnancy:1.000 Maternal Vital: Wt Percentile-otherPregnancy:0.635 Maternal Vital: BMI Percentile-postPregnancy:0.557 Maternal Vital: Wt Percentile-postPregnancy:0.430 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:0.326 Maternal Vital: Ht Percentile-otherPregnancy:0.315 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:0.253 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.247 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.241 Maternal Vital: Ht Percentile-postPregnancy:0.236 Lab:294147 FREE T4 - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.506 Correlated most with: Lab:294147 FREE T4 - LMC:1.000 Diagnosis:9ccs204:Ot joint dx:-0.434 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.386 Maternal Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:0.341 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.233 Diagnosis:9ccs48:Thyroid dsor:0.232 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.208 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.207 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.192 Maternal Maternal Lab History: TEST NAME-otherPregnancy:-0.157 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:-0.707 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:-0.236 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:-0.236 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:-0.231 Diagnosis:9ccs221:Resp distres:-0.204 Maternal Maternal Lab History: CPK-postPregnancy:-0.204 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:-0.185 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.178 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.174 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:1.000 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.295 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:-0.240 Maternal Diagnosis:9ccs212:Ot bone dx:-0.215 Maternal Maternal Procedure History:90471-otherPregnancy:0.201 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.193 Maternal Maternal Lab History: TOXOPLASMA IGG-postPregnancy:0.170 Maternal Maternal Lab History: MPV-otherPregnancy:0.159 Lab:294199 BILIRUBIN SCAN - LMC:-0.146 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:0.133 Newborn Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs155:Other GI dx:1.000 Maternal Diagnosis:9ccs56:Cystic fibro:0.500 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.448 Maternal Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:0.412 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:-0.354 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.326 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.302 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.295 Diagnosis:9ccs56:Cystic fibro:0.287 Maternal Maternal Lab History: GENTAMICIN PEAK-postPregnancy:0.276 Maternal Maternal Lab History: MAGNESIUM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.883 [0.187 4.178] | indivs AUC:0.486 Correlated most with: Maternal Maternal Lab History: MAGNESIUM-postPregnancy:1.000 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.340 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.335 Maternal Maternal Lab History: LDH-postPregnancy:0.333 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.297 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.290 Maternal Maternal Lab History: CALCIUM-postPregnancy:-0.274 Maternal Maternal Lab History: TEST NAME-postPregnancy:-0.272 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.262 Maternal Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:-0.252 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 3.556 [0.715 17.690] | indivs AUC:0.510 Correlated most with: Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:1.000 Maternal Maternal Procedure History:20550-postPregnancy:-0.467 Maternal Maternal Procedure History:J3301-postPregnancy:-0.467 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.421 Maternal Maternal Procedure History:90472-postPregnancy:0.360 Maternal Maternal Procedure History:90746-postPregnancy:0.328 Newborn Diagnosis:9ccs63:Wht blood dx:0.283 Diagnosis:9ccs142:Appendicitis:0.270 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.251 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.248 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.840 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.735 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.489 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.437 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.386 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.246 Newborn Diagnosis:9ccs91:Other eye dx:0.245 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.184 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.180 Diagnosis:9ccs2:Septicemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2:Septicemia:1.000 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:-0.309 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.293 Maternal Maternal Lab History: FREE T-4-otherPregnancy:0.293 Maternal Maternal Lab History: AMYLASE-postPregnancy:-0.279 Maternal Maternal Lab History: LDL-otherPregnancy:-0.262 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.240 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.205 Maternal Diagnosis:9ccs194:Forceps del:0.187 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.168 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.489 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.465 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.251 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.234 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.234 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.234 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.229 Maternal Maternal Lab History: MONOS-postPregnancy:0.223 Diagnosis:9ccs2611:E Codes: Natural/environment:0.202 Maternal Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs159:UTI:1.000 Maternal Diagnosis:9ccs97:Carditis:0.447 Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.317 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.317 Maternal Diagnosis:9ccs130:Pleurisy:0.315 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.194 Newborn Diagnosis:9ccs219:Low birth wt:0.167 Diagnosis:9ccs219:Low birth wt:0.158 Maternal Diagnosis:9ccs149:Biliary dx:0.131 Maternal Diagnosis:9ccs184:Early labor:0.117 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.299 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.283 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.197 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.190 Maternal Maternal Procedure History:97110-postPregnancy:-0.188 Maternal Maternal Lab History: PATIENT-postPregnancy:-0.187 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:0.181 Maternal Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:-0.180 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.172 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:1.000 Diagnosis:9ccs109:Acute CVD:0.471 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.407 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.363 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.353 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.352 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:-0.333 Maternal Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:-0.333 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.332 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.329 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.507 Correlated most with: Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:1.000 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.710 Maternal Maternal Lab History: PATIENT-postPregnancy:0.685 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.671 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.657 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.535 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.497 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.467 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.455 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.442 Maternal Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs0:No DX:1.000 Maternal Maternal Procedure History:97112-postPregnancy:-0.268 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.173 Maternal Maternal Procedure History:97530-postPregnancy:0.167 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.127 Maternal Diagnosis:9ccs196:Nml preg/del:-0.119 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.111 Maternal Maternal Procedure History:J7300-postPregnancy:-0.109 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.106 Maternal Maternal Lab History: AFP-postPregnancy:0.103 Maternal Maternal Lab History: eGFR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: eGFR-otherPregnancy:1.000 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.262 Maternal Maternal Lab History: LDH-otherPregnancy:0.251 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:-0.247 Maternal Maternal Lab History: RUBELLA-otherPregnancy:-0.170 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:-0.154 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.154 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:-0.151 Maternal Maternal Procedure History:85018-postPregnancy:-0.143 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.132 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:1.000 Maternal Maternal Lab History: PATIENT-postPregnancy:0.486 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.470 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.466 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.465 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.455 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.441 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.407 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.357 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.343 Maternal Diagnosis:9ccs6:Hepatitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.504 Correlated most with: Maternal Diagnosis:9ccs6:Hepatitis:1.000 Diagnosis:9ccs120:Hemmorhoids:0.377 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.377 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.323 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.277 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.277 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.225 Diagnosis:9ccs6:Hepatitis:0.216 Maternal Maternal Procedure History:81025-otherPregnancy:0.204 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.202 Maternal Diagnosis:9ccs194:Forceps del | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs194:Forceps del:1.000 Diagnosis:9ccs2:Septicemia:0.187 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.145 Diagnosis:9ccs133:Oth low resp:0.084 Diagnosis:9ccs2603:E Codes: Fall:0.077 Diagnosis:9ccs95:Oth nerv dx:0.065 Maternal Diagnosis:9ccs190:Fetal distrs:0.059 Newborn Diagnosis:9ccs224:Ot perint dx:0.052 Diagnosis:9ccs125:Bronchitis:0.051 Diagnosis:9ccs127:COPD:0.035 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.488 Correlated most with: Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:1.000 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.422 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.363 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.352 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.312 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.240 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.239 Maternal Maternal Procedure History:81025-otherPregnancy:0.228 Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.208 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:-0.207 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: nan [ nan nan] | indivs AUC:0.510 Correlated most with: Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:1.000 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.840 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.599 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.533 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.448 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.398 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.200 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.166 Maternal Maternal Lab History: WEIGHT-postPregnancy:-0.152 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.139 Maternal Maternal Procedure History:S9470-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.507 Correlated most with: Maternal Maternal Procedure History:S9470-postPregnancy:1.000 Maternal Maternal Procedure History:S9470-otherPregnancy:0.430 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.387 Newborn Diagnosis:9ccs95:Oth nerv dx:0.205 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.196 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.183 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.181 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.170 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.154 Maternal Maternal Lab History: APTT-postPregnancy:-0.145 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.410 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.318 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.281 Maternal Maternal Procedure History:90801-postPregnancy:0.266 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.246 Maternal Maternal Lab History: PATIENT-postPregnancy:0.246 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.243 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.241 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.238 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.962 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:0.767 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:0.700 Maternal Maternal Lab History: ALT-otherPregnancy:0.415 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:-0.363 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.352 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.338 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.317 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.291 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.365 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.365 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.365 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.358 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.329 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.312 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:-0.224 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.214 Newborn Diagnosis:9ccs252:Fatigue:-0.212 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:1.000 Diagnosis:9ccs52:Nutrit defic:0.354 Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:0.313 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.281 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.273 Maternal Maternal Lab History: AMYLASE-postPregnancy:0.254 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.250 Maternal Maternal Lab History: FOLATE-postPregnancy:-0.238 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.211 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.209 Maternal Diagnosis:9ccs68:Senil/org mn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs68:Senil/org mn:1.000 Maternal Diagnosis:9ccs74:Ot mentl cnd:0.377 Diagnosis:9ccs10:Immuniz/scrn:-0.050 Maternal Diagnosis:9ccs190:Fetal distrs:0.043 Maternal Diagnosis:9ccs185:Long pregncy:0.043 Maternal Diagnosis:9ccs181:Ot preg comp:0.041 Diagnosis:9ccs126:Ot up rsp in:-0.040 Number of Visits:-0.035 MatDeliveryAge:-0.035 Maternal Diagnosis:9ccs193:OB-related perin trauma:0.030 Newborn Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs55:Fluid/elc dx:1.000 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.577 Newborn Diagnosis:9ccs161:Ot dx kidney:0.407 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.178 Diagnosis:9ccs163:Other GU dx:0.164 Newborn Diagnosis:9ccs221:Resp distres:0.157 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.124 Newborn Diagnosis:9ccs222:Perint jaund:0.121 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.111 Newborn Diagnosis:9ccs256:Exam/eval:0.109 Maternal Maternal Lab History: LIPASE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: LIPASE-postPregnancy:1.000 Maternal Maternal Lab History: AMYLASE-postPregnancy:0.845 Maternal Maternal Lab History: RET %-postPregnancy:0.434 Maternal Maternal Lab History: RET ABS-postPregnancy:0.434 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:0.365 Newborn Diagnosis:9ccs216:Nerv cong an:0.354 Maternal Maternal Lab History: URINE KETONES-postPregnancy:-0.322 Diagnosis:9ccs2:Septicemia:-0.293 Maternal Maternal Lab History: IRON-postPregnancy:-0.266 Maternal Diagnosis:9ccs196:Nml preg/del:0.234 Maternal Vital: SpO2-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.504 [0.062 4.108] | indivs AUC:0.506 Correlated most with: Maternal Vital: SpO2-postPregnancy:1.000 Maternal Maternal Procedure History:92551-postPregnancy:-0.311 Maternal Maternal Procedure History:87880-postPregnancy:-0.282 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.244 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:-0.240 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.237 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy:-0.208 Maternal Maternal Procedure History:85018-postPregnancy:-0.197 Maternal Vital: SpO2-otherPregnancy:0.193 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:0.175 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.772 [0.323 9.712] | indivs AUC:0.506 Correlated most with: Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:1.000 Maternal Maternal Procedure History:85018-postPregnancy:-0.388 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.376 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.294 Maternal Maternal Procedure History:76830-postPregnancy:-0.281 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.221 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.146 Maternal Maternal Lab History: PO2-postPregnancy:0.141 Maternal Maternal Lab History: WBC-postPregnancy:-0.131 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:-0.120 Diagnosis:9ccs98:HTN | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs98:HTN:1.000 Maternal Diagnosis:9ccs182:Hemorr preg:0.217 Newborn Diagnosis:9ccs215:gu cong anom:0.139 Diagnosis:9ccs215:gu cong anom:0.106 Newborn Diagnosis:9ccs256:Exam/eval:0.097 Newborn Diagnosis:9ccs219:Low birth wt:0.095 Maternal Diagnosis:9ccs184:Early labor:0.091 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs239:Superfic inj:0.074 Maternal Diagnosis:9ccs191:Amnios dx:0.074 Maternal Maternal Lab History: 1 HOUR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 3.556 [0.715 17.690] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: 1 HOUR-postPregnancy:1.000 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.636 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.476 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.475 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.398 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.363 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.337 Maternal Maternal Procedure History:93005-otherPregnancy:0.319 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.315 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.315 Newborn Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs216:Nerv cong an:1.000 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.577 Maternal Maternal Lab History: RET %-postPregnancy:0.409 Maternal Maternal Lab History: RET ABS-postPregnancy:0.409 Maternal Maternal Lab History: LIPASE-postPregnancy:0.354 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:0.344 Maternal Maternal Lab History: AMYLASE-postPregnancy:0.292 Maternal Maternal Lab History: IRON-postPregnancy:-0.244 Diagnosis:9ccs62:Coag/hemr dx:0.202 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.190 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.495 Correlated most with: Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.594 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.536 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.497 Maternal Maternal Lab History: PATIENT-postPregnancy:0.488 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.431 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.425 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.388 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.348 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.343 Maternal Maternal Lab History: COLONY COUNT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: COLONY COUNT-postPregnancy:1.000 Newborn Diagnosis:9ccs252:Fatigue:0.931 Maternal Diagnosis:9ccs7:Viral infect:0.330 Diagnosis:9ccs64:Ot hematl dx:0.214 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.208 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:-0.206 Maternal Vital: Wt Change-postPregnancy:-0.199 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.174 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:-0.173 Maternal Diagnosis:9ccs128:Asthma:0.166 Vital: BP-avg19to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.178 Maternal Maternal Lab History: LDL-postPregnancy:0.170 Diagnosis:9ccs55:Fluid/elc dx:-0.124 Maternal Vital: Wt Change-postPregnancy:-0.117 Diagnosis:9ccs62:Coag/hemr dx:-0.115 Diagnosis:9ccs59:Anemia:0.095 Diagnosis:9ccs117:Ot circul dx:0.091 Maternal Diagnosis:9ccs182:Hemorr preg:0.089 Diagnosis:9ccs136:Teeth dx:0.075 Diagnosis:9ccs259:Unclassified:-0.074 Diagnosis:9ccs70:Schizo/rl dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs70:Schizo/rl dx:1.000 Maternal Diagnosis:9ccs8:Oth infectns:0.707 Maternal Diagnosis:9ccs238:Complic proc:0.234 Diagnosis:9ccs223:Birth trauma:0.152 Diagnosis:9ccs83:Epilepsy/cnv:0.148 Diagnosis:9ccs89:Blindness:0.128 Diagnosis:9ccs2603:E Codes: Fall:0.114 Maternal Diagnosis:9ccs188:Pelvic obstr:0.104 Diagnosis:9ccs74:Ot mentl cnd:0.093 MatDeliveryAge:0.068 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.421 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.338 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.291 Maternal Maternal Lab History: T-3(Total)-postPregnancy:0.273 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.233 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.189 Maternal Maternal Lab History: UIBC-postPregnancy:0.171 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.168 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.158 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.441 [0.055 3.534] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.649 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.500 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.452 Diagnosis:9ccs221:Resp distres:-0.425 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.326 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.269 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.254 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.251 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.243 Newborn Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs200:Oth skin dx:1.000 Diagnosis:9ccs105:Conduction:0.500 Diagnosis:9ccs117:Ot circul dx:0.220 Newborn Diagnosis:9ccs253:Allergy:0.187 Diagnosis:9ccs219:Low birth wt:0.178 Diagnosis:9ccs47:Ot bnign neo:0.155 Diagnosis:9ccs48:Thyroid dsor:0.130 Diagnosis:9ccs211:Ot conn tiss:0.107 Newborn Diagnosis:9ccs219:Low birth wt:0.089 Maternal Diagnosis:9ccs184:Early labor:0.085 Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.313 Diagnosis:9ccs52:Nutrit defic:0.296 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.228 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.209 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:0.207 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.194 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.176 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.173 Maternal Maternal Lab History: GENTAMICIN PEAK-postPregnancy:0.162 Maternal Maternal Lab History: 2 HOUR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 1.774 [0.442 7.127] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: 2 HOUR-otherPregnancy:1.000 Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.573 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.573 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.521 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.507 Maternal Maternal Procedure History:93005-otherPregnancy:0.448 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.387 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.386 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.353 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.351 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.707 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.667 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.667 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.655 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.408 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.365 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.234 Maternal Maternal Procedure History:93005-postPregnancy:-0.211 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:-0.201 Maternal Maternal Procedure History:85018-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:85018-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:-0.388 Maternal Maternal Procedure History:92551-postPregnancy:0.342 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.339 Maternal Maternal Procedure History:76830-postPregnancy:0.337 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.306 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.289 Maternal Maternal Procedure History:87880-postPregnancy:0.239 Maternal Maternal Lab History: GTT 90 MIN-postPregnancy:-0.200 Maternal Vital: SpO2-postPregnancy:-0.197 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:1.000 Newborn Diagnosis:9ccs97:Carditis:0.906 Newborn Diagnosis:9ccs239:Superfic inj:0.906 Newborn Diagnosis:9ccs104:Oth heart dx:0.906 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.738 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.605 Maternal Maternal Lab History: FREE T3-postPregnancy:-0.409 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.281 Maternal Diagnosis:9ccs48:Thyroid dsor:0.274 Maternal Maternal Lab History: HCG-otherPregnancy:-0.238 Diagnosis:9ccs75:Hx mental dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs75:Hx mental dx:1.000 Maternal Diagnosis:9ccs133:Oth low resp:0.315 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.176 Maternal Maternal Lab History: ALT-otherPregnancy:0.132 Diagnosis:9ccs113:Late eff CVD:0.127 Maternal Maternal Procedure History:96372-postPregnancy:0.111 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:-0.095 Maternal Maternal Procedure History:97110-postPregnancy:-0.089 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.085 Maternal Maternal Procedure History:76830-postPregnancy:0.085 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:0.348 Diagnosis:9ccs238:Complic proc:0.285 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:-0.151 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:-0.151 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:-0.151 Maternal Maternal Lab History: T-4-postPregnancy:0.148 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:-0.148 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.145 Maternal Vital: PL-postPregnancy:0.138 Maternal Maternal Lab History: GTT 90 MIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: GTT 90 MIN-postPregnancy:1.000 Diagnosis:9ccs142:Appendicitis:0.851 Maternal Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:0.751 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.329 Maternal Maternal Procedure History:92551-postPregnancy:-0.293 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.248 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:-0.244 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.241 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.241 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.230 Maternal Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs3:Oth bact inf:1.000 Maternal Diagnosis:9ccs155:Other GI dx:0.216 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.090 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.089 Diagnosis:9ccs161:Ot dx kidney:0.085 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.076 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.076 Newborn Diagnosis:9ccs215:gu cong anom:0.076 Diagnosis:9ccs197:Skin infectn:0.075 Newborn Diagnosis:9ccs217:Ot cong anom:0.073 Maternal Maternal Procedure History:87880-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.496 Correlated most with: Maternal Maternal Procedure History:87880-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.456 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.389 Maternal Maternal Lab History: VLDL-otherPregnancy:0.365 Maternal Maternal Lab History: T-4-postPregnancy:0.329 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:-0.316 Maternal Maternal Procedure History:92551-postPregnancy:0.316 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.308 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.296 Maternal Vital: SpO2-postPregnancy:-0.282 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:1.000 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.849 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.448 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.437 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.339 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.220 Maternal Maternal Lab History: TEST NAME-otherPregnancy:0.203 Maternal Maternal Lab History: ESTRIOL-postPregnancy:-0.193 Maternal Maternal Lab History: VLDL-postPregnancy:-0.188 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:-0.165 Maternal Diagnosis:9ccs170:Prolapse | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs170:Prolapse:1.000 Diagnosis:9ccs59:Anemia:0.070 Diagnosis:9ccs4:Mycoses:0.070 Diagnosis:9ccs90:Eye infectn:0.041 Diagnosis:9ccs200:Oth skin dx:0.037 Maternal Diagnosis:9ccs195:Ot compl bir:0.026 Diagnosis:9ccs7:Viral infect:0.026 Newborn Diagnosis:9ccs224:Ot perint dx:0.026 Diagnosis:9ccs92:Otitis media:0.026 Diagnosis:9ccs253:Allergy:0.024 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.655 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.649 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.470 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.243 Maternal Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:0.241 Diagnosis:9ccs109:Acute CVD:-0.241 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.241 Diagnosis:9ccs120:Hemmorhoids:-0.241 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.239 Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:1.000 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.353 Newborn Diagnosis:9ccs216:Nerv cong an:0.202 Diagnosis:9ccs83:Epilepsy/cnv:0.144 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.114 Lab:295669 BILIRUBIN DIRECT - LMC:-0.113 Diagnosis:9ccs47:Ot bnign neo:0.105 Diagnosis:9ccs166:Oth male gen:0.098 Diagnosis:9ccs216:Nerv cong an:0.097 Diagnosis:9ccs55:Fluid/elc dx:0.093 Lab:297280 GLUCOSE REAGENT STRIP | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:297280 GLUCOSE REAGENT STRIP:1.000 Diagnosis:9ccs232:Sprain:0.500 Diagnosis:9ccs3:Oth bact inf:0.214 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.178 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:-0.132 Maternal Maternal Lab History: WBC-postPregnancy:0.125 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.106 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.103 Diagnosis:9ccs138:Esophgeal dx:0.082 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.081 Maternal Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Diagnosis:9ccs155:Other GI dx:1.000 Maternal Maternal Procedure History:86701-otherPregnancy:0.309 Maternal Maternal Procedure History:86701-postPregnancy:0.268 Maternal Diagnosis:9ccs3:Oth bact inf:0.216 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.216 Maternal Maternal Procedure History:36415-otherPregnancy:0.154 Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.126 Maternal Diagnosis:9ccs59:Anemia:0.112 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.109 Maternal Diagnosis:9ccs188:Pelvic obstr:0.107 Maternal Diagnosis:9ccs1:Tuberculosis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs1:Tuberculosis:1.000 Diagnosis:9ccs165:Inf male gen:0.142 Diagnosis:9ccs244:Other injury:0.139 Maternal Diagnosis:9ccs59:Anemia:0.106 Number of Visits:0.073 Diagnosis:9ccs122:Pneumonia:0.073 Diagnosis:9ccs4:Mycoses:0.070 Diagnosis:9ccs10:Immuniz/scrn:-0.050 Maternal Diagnosis:9ccs190:Fetal distrs:0.043 Diagnosis:9ccs90:Eye infectn:0.041 Diagnosis:9ccs56:Cystic fibro | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs56:Cystic fibro:1.000 Maternal Diagnosis:9ccs56:Cystic fibro:0.577 Maternal Maternal Lab History: PTT-otherPregnancy:0.444 Maternal Maternal Lab History: INR-otherPregnancy:0.421 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.409 Newborn Diagnosis:9ccs155:Other GI dx:0.287 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.221 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.167 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.166 Maternal Maternal Lab History: PT-otherPregnancy:0.145 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.488 Correlated most with: Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:1.000 Diagnosis:9ccs9:Sexual Infxs:0.535 Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:0.441 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:0.441 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.394 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.378 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.347 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.302 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:-0.291 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.263 Vital: HC Percentile-avg13to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs67:Subst-r mntl:0.302 Diagnosis:9ccs5:HIV infectn:0.302 Maternal Diagnosis:9ccs69:Affective dx:0.151 Maternal Diagnosis:9ccs5:HIV infectn:0.107 Maternal Diagnosis:9ccs128:Asthma:-0.097 Diagnosis:9ccs122:Pneumonia:0.064 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.062 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.062 Newborn Diagnosis:9ccs94:Other ear dx:0.057 Newborn Diagnosis:9ccs224:Ot perint dx:0.052 Maternal Maternal Lab History: TEST NAME-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: TEST NAME-postPregnancy:1.000 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:0.691 Maternal Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:0.645 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.396 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.372 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.361 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.277 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.272 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.168 Maternal Maternal Lab History: TEST NAME-otherPregnancy:0.148 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:0.487 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.257 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.253 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.230 Maternal Diagnosis:9ccs96:Hrt valve dx:-0.227 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.223 Maternal Maternal Lab History: TEST NAME-otherPregnancy:-0.209 Lab:292147 TSH - Sunrise:0.201 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.196 Diagnosis:9ccs212:Ot bone dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs212:Ot bone dx:1.000 Diagnosis:9ccs44:Neoplsm unsp:0.315 Diagnosis:9ccs209:Ot acq defor:0.182 Maternal Diagnosis:9ccs182:Hemorr preg:0.092 Diagnosis:9ccs0:No DX:0.085 Diagnosis:9ccs89:Blindness:0.077 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.077 Diagnosis:9ccs47:Ot bnign neo:0.064 Maternal Diagnosis:9ccs49:DiabMel no c:0.059 Diagnosis:9ccs96:Hrt valve dx:0.058 Diagnosis:9ccs145:Int obstruct | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs145:Int obstruct:1.000 Lab:297275 STREP RAPID TEST (POCT):0.264 Diagnosis:9ccs89:Blindness:0.211 Diagnosis:9ccs243:Poisn nonmed:0.171 Diagnosis:9ccs163:Other GU dx:0.164 Maternal Diagnosis:9ccs128:Asthma:0.097 Maternal Diagnosis:9ccs192:Umbil cord:0.086 Diagnosis:9ccs250:Nausea/vomit:0.053 Newborn Diagnosis:9ccs219:Low birth wt:0.048 Maternal Diagnosis:9ccs184:Early labor:0.046 Maternal Diagnosis:9ccs116:Art embolism | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs116:Art embolism:1.000 Maternal Diagnosis:9ccs131:Adlt resp fl:1.000 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.447 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.333 Maternal Diagnosis:9ccs238:Complic proc:0.333 Maternal Diagnosis:9ccs46:Bnign ut neo:0.315 Maternal Diagnosis:9ccs60:Acut p-h anm:0.217 Diagnosis:9ccs91:Other eye dx:0.076 Diagnosis:9ccs134:Ot uppr resp:0.074 Maternal Diagnosis:9ccs10:Immuniz/scrn:0.070 Maternal Diagnosis:9ccs245:Syncope | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs245:Syncope:1.000 Lab:323700 CULTURE THROAT W SENS - Sunrise:0.367 Diagnosis:9ccs234:Crush injury:0.191 Diagnosis:9ccs124:Tonsillitis:0.130 Lab:297275 STREP RAPID TEST (POCT):-0.081 Diagnosis:9ccs134:Ot uppr resp:0.074 Diagnosis:9ccs113:Late eff CVD:0.073 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.064 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.064 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.050 Maternal Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs96:Hrt valve dx:1.000 Maternal Diagnosis:9ccs143:Abdom hernia:0.353 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.272 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.227 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.222 Diagnosis:9ccs208:Acq foot def:0.187 Maternal Diagnosis:9ccs238:Complic proc:0.164 Maternal Diagnosis:9ccs106:Dysrhythmia:0.105 Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:-0.099 Diagnosis:9ccs123:Influenza:0.088 Maternal Maternal Lab History: URIC ACID-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.441 [0.055 3.534] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: URIC ACID-postPregnancy:1.000 Maternal Maternal Lab History: LDH-postPregnancy:0.404 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:0.340 Maternal Maternal Lab History: LACTIC ACID-postPregnancy:-0.260 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:-0.205 Maternal Maternal Lab History: LDL-postPregnancy:-0.197 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.191 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.182 Maternal Maternal Lab History: INR-postPregnancy:-0.177 Maternal Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:0.174 Newborn Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.504 Correlated most with: Newborn Diagnosis:9ccs95:Oth nerv dx:1.000 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.392 Maternal Maternal Procedure History:45300-postPregnancy:0.388 Newborn Diagnosis:9ccs138:Esophgeal dx:0.353 Newborn Diagnosis:9ccs68:Senil/org mn:0.353 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:-0.289 Maternal Maternal Lab History: FREE T-4-otherPregnancy:0.274 Maternal Maternal Lab History: LDL-otherPregnancy:-0.245 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.225 Maternal Maternal Procedure History:S9470-postPregnancy:0.205 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.505 Correlated most with: Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.327 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.290 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.265 Maternal Maternal Procedure History:93005-otherPregnancy:0.233 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.229 Maternal Maternal Procedure History:92551-postPregnancy:-0.229 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.229 Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.229 Diagnosis:9ccs3:Oth bact inf:0.222 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:1.000 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:0.489 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.247 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.231 Maternal Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:-0.203 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.191 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.190 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.190 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.188 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.160 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.772 [0.323 9.712] | indivs AUC:0.516 Correlated most with: Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:1.000 Maternal Maternal Procedure History:45300-postPregnancy:0.612 Newborn Diagnosis:9ccs68:Senil/org mn:0.554 Newborn Diagnosis:9ccs95:Oth nerv dx:0.392 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.198 Maternal Vital: Wt Change-postPregnancy:0.189 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:-0.152 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.148 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.135 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:-0.134 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:0.212 Maternal Maternal Lab History: WBC-otherPregnancy:-0.165 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.165 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:-0.152 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.144 Maternal Vital: Ht-otherPregnancy:-0.137 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.137 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.135 Diagnosis:9ccs244:Other injury:0.131 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 3.556 [0.715 17.690] | indivs AUC:0.506 Correlated most with: Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.294 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.279 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.238 Lab:294199 BILIRUBIN SCAN - LMC:0.234 Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:-0.183 Maternal Maternal Procedure History:20550-postPregnancy:0.150 Maternal Maternal Procedure History:J3301-postPregnancy:0.150 Maternal Maternal Procedure History:76830-postPregnancy:-0.148 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.138 Maternal Diagnosis:9ccs56:Cystic fibro | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs56:Cystic fibro:1.000 Diagnosis:9ccs56:Cystic fibro:0.577 Newborn Diagnosis:9ccs155:Other GI dx:0.500 Diagnosis:9ccs213:Cardiac anom:0.132 Newborn Diagnosis:9ccs259:Unclassified:0.116 Diagnosis:9ccs224:Ot perint dx:0.110 Maternal Diagnosis:9ccs59:Anemia:0.106 Maternal Diagnosis:9ccs176:Contraceptiv:0.077 Maternal Diagnosis:9ccs186:DM in preg:0.069 Diagnosis:9ccs74:Ot mentl cnd:0.066 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.774 [0.442 7.127] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:1.000 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.343 Maternal Maternal Lab History: TEST NAME-otherPregnancy:0.330 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.322 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.290 Lab:306617 OCCULT BLOOD TEST (FECAL):0.279 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.239 Maternal Maternal Lab History: MUMPS IGG-postPregnancy:0.188 Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:0.173 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.166 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.491 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.440 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.384 Maternal Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.381 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.337 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.329 Maternal Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:0.301 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.290 Maternal Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:0.269 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 1.180 [0.237 5.868] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:1.000 Maternal Maternal Procedure History:97112-postPregnancy:0.574 Maternal Maternal Procedure History:97530-postPregnancy:-0.572 Maternal Maternal Procedure History:97110-postPregnancy:0.463 Maternal Maternal Procedure History:20550-postPregnancy:0.434 Maternal Maternal Procedure History:J3301-postPregnancy:0.434 Maternal Maternal Procedure History:97035-postPregnancy:0.434 Maternal Maternal Lab History: RET ABS-postPregnancy:-0.434 Maternal Maternal Lab History: RET %-postPregnancy:-0.434 Maternal Maternal Procedure History:97001-postPregnancy:0.414 Maternal Maternal Lab History: IRON-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: IRON-postPregnancy:1.000 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.599 Maternal Maternal Lab History: RET ABS-postPregnancy:-0.472 Maternal Maternal Lab History: RET %-postPregnancy:-0.472 Maternal Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.453 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.453 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.425 Maternal Maternal Lab History: FERRITIN-otherPregnancy:0.385 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.335 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.303 Maternal Maternal Lab History: HERPES II IgG-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: HERPES II IgG-postPregnancy:1.000 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:0.592 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.581 Newborn Diagnosis:9ccs155:Other GI dx:0.302 Maternal Maternal Lab History: TOXOPLASMA IGG-postPregnancy:-0.248 Maternal Maternal Lab History: MONOS-postPregnancy:0.171 Newborn Diagnosis:9ccs221:Resp distres:0.168 Maternal Maternal Procedure History:97803-otherPregnancy:-0.167 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.155 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.145 Maternal Maternal Lab History: T-3(Total)-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: T-3(Total)-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.527 Maternal Maternal Procedure History:90801-postPregnancy:-0.452 Maternal Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:-0.405 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.387 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.365 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.350 Maternal Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:-0.350 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.350 Maternal Maternal Lab History: TSH-postPregnancy:-0.350 Maternal Diagnosis:9ccs131:Adlt resp fl | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs116:Art embolism:1.000 Maternal Diagnosis:9ccs131:Adlt resp fl:1.000 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.447 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.333 Maternal Diagnosis:9ccs238:Complic proc:0.333 Maternal Diagnosis:9ccs46:Bnign ut neo:0.315 Maternal Diagnosis:9ccs60:Acut p-h anm:0.217 Diagnosis:9ccs91:Other eye dx:0.076 Diagnosis:9ccs134:Ot uppr resp:0.074 Maternal Diagnosis:9ccs10:Immuniz/scrn:0.070 Maternal Diagnosis:9ccs84:Headache/mig | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs84:Headache/mig:1.000 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.318 Maternal Maternal Lab History: RUBELLA-postPregnancy:0.151 Maternal Vital: Ht Percentile-postPregnancy:-0.132 Diagnosis:9ccs133:Oth low resp:0.103 Diagnosis:9ccs47:Ot bnign neo:0.087 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.086 Maternal Diagnosis:9ccs192:Umbil cord:0.086 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.086 Maternal Maternal Lab History: AFP-postPregnancy:0.086 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:1.000 Maternal Maternal Lab History: IRON-postPregnancy:-0.599 Maternal Maternal Lab History: FOLATE-postPregnancy:-0.542 Maternal Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:-0.435 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:-0.435 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:-0.429 Maternal Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:-0.429 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:0.407 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.403 Maternal Maternal Lab History: FERRITIN-otherPregnancy:-0.372 Maternal Maternal Procedure History:86701-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:86701-otherPregnancy:1.000 Maternal Maternal Procedure History:86701-postPregnancy:0.866 Maternal Diagnosis:9ccs155:Other GI dx:0.309 Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.272 Maternal Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.215 Maternal Maternal Procedure History:36415-otherPregnancy:0.196 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.192 Maternal Maternal Procedure History:99401-postPregnancy:0.152 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.148 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:-0.114 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.484 Correlated most with: Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.655 Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.417 Lab:294199 BILIRUBIN SCAN - LMC:-0.404 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.351 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.316 Maternal Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:0.299 Diagnosis:9ccs109:Acute CVD:-0.291 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.278 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.275 Maternal Maternal Procedure History:76830-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.502 Correlated most with: Maternal Maternal Procedure History:76830-postPregnancy:1.000 Maternal Maternal Procedure History:85018-postPregnancy:0.337 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:-0.281 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy:-0.259 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.234 Diagnosis:9ccs221:Resp distres:-0.225 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.209 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.168 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.159 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.151 Newborn Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs58:Ot nutrit dx:1.000 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.577 Newborn Diagnosis:9ccs221:Resp distres:0.276 Diagnosis:9ccs213:Cardiac anom:0.132 Diagnosis:9ccs143:Abdom hernia:0.119 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.099 Newborn Diagnosis:9ccs94:Other ear dx:-0.098 Newborn Diagnosis:9ccs256:Exam/eval:0.097 Newborn Diagnosis:9ccs219:Low birth wt:0.095 Maternal Diagnosis:9ccs184:Early labor:0.091 Diagnosis:9ccs242:Poisn ot med | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs242:Poisn ot med:1.000 Diagnosis:9ccs188:Pelvic obstr:0.315 Maternal Maternal Procedure History:90801-postPregnancy:0.290 Lab:294199 BILIRUBIN SCAN - LMC:-0.266 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.231 Maternal Maternal Lab History: TSH-postPregnancy:0.224 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:-0.224 Maternal Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:0.224 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.224 Maternal Maternal Lab History: A/G RATIO-postPregnancy:-0.224 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:1.000 Maternal Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:0.741 Maternal Maternal Lab History: HEPATITIS B DNA-postPregnancy:0.741 Maternal Maternal Lab History: PATIENT-postPregnancy:0.471 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.456 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.451 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.442 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.425 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.395 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.329 Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:1.000 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.212 Diagnosis:9ccs2611:E Codes: Natural/environment:-0.208 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.173 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.144 Newborn Diagnosis:9ccs215:gu cong anom:0.128 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:0.107 Maternal Vital: Ht-postPregnancy:-0.101 Maternal Diagnosis:9ccs96:Hrt valve dx:-0.099 Diagnosis:9ccs215:gu cong anom:0.099 Maternal Maternal Lab History: Cockroach IgE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: Cockroach IgE-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.533 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.333 Maternal Maternal Lab History: HBV DNA-postPregnancy:-0.242 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.233 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:-0.170 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:-0.165 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.131 Maternal Maternal Lab History: AST-postPregnancy:0.115 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.106 Maternal Vital: Ht Percentile-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Vital: Ht Percentile-postPregnancy:1.000 Maternal Vital: Ht Percentile-otherPregnancy:0.776 Maternal Vital: Wt Percentile-otherPregnancy:0.508 Maternal Vital: Wt Percentile-postPregnancy:0.502 Maternal Maternal Procedure History:S9470-otherPregnancy:0.275 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.265 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.262 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.261 Maternal Maternal Procedure History:87880-postPregnancy:0.247 Maternal Vital: BMI Percentile-otherPregnancy:0.236 Maternal Vital: Wt Percentile-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Vital: Wt Percentile-postPregnancy:1.000 Maternal Vital: Wt Percentile-otherPregnancy:0.686 Maternal Vital: Ht Percentile-postPregnancy:0.502 Maternal Vital: Ht Percentile-otherPregnancy:0.501 Maternal Vital: BMI Percentile-otherPregnancy:0.430 Maternal Vital: BMI Percentile-postPregnancy:0.423 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.250 Maternal Vital: Wt-otherPregnancy:0.199 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.192 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.185 Lab:294495 LEAD, BLOOD - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:294495 LEAD, BLOOD - LMC:1.000 Maternal Diagnosis:9ccs7:Viral infect:0.251 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.239 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.201 Maternal Diagnosis:9ccs106:Dysrhythmia:0.155 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.132 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.125 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.104 Diagnosis:9ccs95:Oth nerv dx:-0.103 Newborn Diagnosis:9ccs217:Ot cong anom:0.099 Diagnosis:9ccs245:Syncope | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs245:Syncope:1.000 Diagnosis:9ccs83:Epilepsy/cnv:0.243 Diagnosis:9ccs205:Back problem:0.157 Diagnosis:9ccs48:Thyroid dsor:0.151 Newborn Diagnosis:9ccs213:Cardiac anom:0.146 Diagnosis:9ccs96:Hrt valve dx:0.131 Diagnosis:9ccs117:Ot circul dx:0.126 Lab:294203 BILIRUBIN TOTAL - LMC:0.115 Lab:295669 BILIRUBIN DIRECT - LMC:0.088 Diagnosis:9ccs161:Ot dx kidney:0.085 Maternal Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Diagnosis:9ccs117:Ot circul dx:1.000 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.409 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.316 Newborn Diagnosis:9ccs191:Amnios dx:0.257 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.214 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.201 Maternal Diagnosis:9ccs60:Acut p-h anm:0.122 Maternal Maternal Procedure History:58300-postPregnancy:-0.118 Maternal Maternal Lab History: RDW-postPregnancy:0.115 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.105 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.686 Maternal Maternal Lab History: VLDL-otherPregnancy:0.686 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.630 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.627 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:-0.594 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.568 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.525 Maternal Vital: SpO2-otherPregnancy:-0.420 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.400 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:1.000 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.428 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:0.338 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.316 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.233 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.228 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.204 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.165 Maternal Maternal Lab History: POLYS-otherPregnancy:0.165 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.154 Maternal Maternal Procedure History:97110-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:97110-postPregnancy:1.000 Maternal Maternal Procedure History:97001-postPregnancy:0.849 Maternal Maternal Procedure History:97530-postPregnancy:-0.687 Maternal Maternal Procedure History:97112-postPregnancy:0.672 Maternal Maternal Procedure History:J3301-postPregnancy:0.493 Maternal Maternal Procedure History:20550-postPregnancy:0.493 Maternal Maternal Lab History: RET ABS-postPregnancy:-0.493 Maternal Maternal Lab History: RET %-postPregnancy:-0.493 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.463 Maternal Maternal Procedure History:97140-postPregnancy:-0.401 Vital: HC Percentile-gain13to19 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs67:Subst-r mntl:-0.403 Diagnosis:9ccs5:HIV infectn:-0.403 Maternal Diagnosis:9ccs69:Affective dx:-0.202 Maternal Diagnosis:9ccs5:HIV infectn:-0.143 Maternal Diagnosis:9ccs49:DiabMel no c:-0.061 Diagnosis:9ccs128:Asthma:0.059 Diagnosis:9ccs10:Immuniz/scrn:0.055 Diagnosis:9ccs198:Ot infl skin:0.055 Maternal Diagnosis:9ccs189:Prev c-sectn:0.053 Newborn Diagnosis:9ccs259:Unclassified:-0.049 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.455 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.428 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.355 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.229 Maternal Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:-0.222 Maternal Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:-0.179 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:-0.171 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.169 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.163 Maternal Diagnosis:9ccs93:Dizziness | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs93:Dizziness:1.000 Maternal Diagnosis:9ccs2617:E Codes: Adverse effects of medical drugs:0.707 Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:0.707 Maternal Maternal Lab History: CHLAMYDIA AG RESULT-postPregnancy:0.500 Maternal Maternal Lab History: eGFR-postPregnancy:-0.191 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.158 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.134 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.088 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.085 Diagnosis:9ccs0:No DX:0.069 Maternal Maternal Lab History: eGFR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: eGFR-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN S-otherPregnancy:0.485 Maternal Maternal Diagnosis:9ccs208:Acq foot def-postPregnancy:0.485 Maternal Maternal Diagnosis:9ccs61:Sickle cell-otherPregnancy:0.485 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:-0.352 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.244 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.241 Maternal Maternal Lab History: TOXOPLASMA IGG-postPregnancy:-0.213 Maternal Diagnosis:9ccs93:Dizziness:-0.191 Maternal Maternal Lab History: CHLAMYDIA AG RESULT-postPregnancy:-0.191 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:1.000 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.960 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.581 Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.473 Lab:294199 BILIRUBIN SCAN - LMC:-0.458 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.407 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.382 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.381 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.331 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.316 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.480 Maternal Maternal Procedure History:97035-postPregnancy:-0.447 Maternal Maternal Procedure History:97001-postPregnancy:0.394 Maternal Maternal Lab History: TOXOPLASMA IGG-postPregnancy:-0.354 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.334 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:-0.275 Maternal Maternal Lab History: eGFR-postPregnancy:0.241 Maternal Maternal Procedure History:97110-postPregnancy:0.228 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:-0.193 Maternal Maternal Lab History: GENTAMICIN PEAK-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: GENTAMICIN PEAK-postPregnancy:1.000 Maternal Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:0.516 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.494 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:-0.390 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.360 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.325 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.305 Newborn Diagnosis:9ccs155:Other GI dx:0.276 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:-0.225 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.221 Newborn Diagnosis:9ccs134:Ot uppr resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs134:Ot uppr resp:1.000 Diagnosis:9ccs258:Other screen:0.163 Diagnosis:9ccs137:Mouth dx:0.103 Diagnosis:9ccs136:Teeth dx:0.085 Diagnosis:9ccs91:Other eye dx:0.076 Diagnosis:9ccs239:Superfic inj:0.074 Diagnosis:9ccs94:Other ear dx:0.074 Diagnosis:9ccs113:Late eff CVD:0.073 Diagnosis:9ccs59:Anemia:0.070 Diagnosis:9ccs4:Mycoses:0.070 Maternal Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:-0.275 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.265 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.216 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:-0.203 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.202 Maternal Maternal Procedure History:59430-postPregnancy:-0.201 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.182 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:-0.172 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.170 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:1.000 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.441 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.417 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.343 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.324 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.311 Maternal Vital: PL-otherPregnancy:0.304 Maternal Vital: Temp-otherPregnancy:-0.259 Maternal Diagnosis:9ccs163:Other GU dx:-0.250 Maternal Maternal Lab History: GLOBULIN-postPregnancy:0.242 Lab:321098 OCCULT BLOOD FECES - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:321098 OCCULT BLOOD FECES - Sunrise:1.000 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.223 Diagnosis:9ccs2619:e codes: other specified- nec:-0.204 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.194 Diagnosis:9ccs153:GI hemorrhag:0.190 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:-0.189 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:-0.154 Maternal Diagnosis:9ccs194:Forceps del:-0.145 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.143 Maternal Vital: HR-otherPregnancy:-0.137 Maternal Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs83:Epilepsy/cnv:1.000 Maternal Diagnosis:9ccs155:Other GI dx:0.216 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.206 Maternal Diagnosis:9ccs259:Unclassified:0.111 Newborn Diagnosis:9ccs223:Birth trauma:0.103 Diagnosis:9ccs219:Low birth wt:0.101 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.077 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.077 Diagnosis:9ccs59:Anemia:0.076 Maternal Diagnosis:9ccs183:HTN in preg:0.071 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.410 Maternal Vital: BMI Percentile-postPregnancy:-0.233 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.215 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.204 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.194 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.192 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.177 Maternal Maternal Procedure History:45300-postPregnancy:0.175 Maternal Vital: RR-postPregnancy:-0.171 Maternal Maternal Lab History: HERPES I IgG-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: HERPES I IgG-postPregnancy:1.000 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.592 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.353 Maternal Maternal Lab History: APTT-postPregnancy:0.299 Diagnosis:9ccs72:Anxiety dx:-0.292 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.275 Maternal Maternal Lab History: PATIENT-postPregnancy:0.206 Newborn Diagnosis:9ccs155:Other GI dx:0.202 Maternal Vital: SpO2-postPregnancy:0.175 Maternal Maternal Lab History: eGFR-postPregnancy:-0.166 Maternal Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs211:Ot conn tiss:1.000 Maternal Diagnosis:9ccs121:Oth vein dx:0.377 Maternal Diagnosis:9ccs197:Skin infectn:0.377 Maternal Diagnosis:9ccs199:Ulcer skin:0.377 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.351 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.292 Maternal Maternal Diagnosis:9ccs225:Joint injury-postPregnancy:0.268 Maternal Maternal Lab History: CPK-postPregnancy:0.268 Maternal Diagnosis:9ccs2:Septicemia:0.266 Maternal Diagnosis:9ccs95:Oth nerv dx:0.266 Maternal Diagnosis:9ccs130:Pleurisy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs130:Pleurisy:1.000 Maternal Diagnosis:9ccs97:Carditis:0.707 Maternal Diagnosis:9ccs159:UTI:0.315 Maternal Diagnosis:9ccs149:Biliary dx:0.211 Newborn Diagnosis:9ccs259:Unclassified:0.164 Maternal Diagnosis:9ccs49:DiabMel no c:0.101 Diagnosis:9ccs255:Social admin:-0.072 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.066 Newborn Diagnosis:9ccs256:Exam/eval:0.065 Newborn Diagnosis:9ccs219:Low birth wt:0.063 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:295490 17 HYDROXYPROGESTERONE - LMC:-1.000 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:1.000 Maternal Diagnosis:9ccs159:UTI:0.317 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.307 Newborn Diagnosis:9ccs221:Resp distres:-0.197 Diagnosis:9ccs153:GI hemorrhag:0.155 Diagnosis:9ccs219:Low birth wt:0.130 Diagnosis:9ccs258:Other screen:-0.117 Diagnosis:9ccs215:gu cong anom:-0.079 Diagnosis:9ccs137:Mouth dx:-0.077 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.490 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:-0.488 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.472 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.407 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.386 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.372 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.358 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.329 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.327 Maternal Maternal Procedure History:97001-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:97001-postPregnancy:1.000 Maternal Maternal Procedure History:97110-postPregnancy:0.849 Maternal Maternal Procedure History:97140-postPregnancy:-0.717 Maternal Maternal Procedure History:97530-postPregnancy:-0.655 Maternal Maternal Procedure History:97112-postPregnancy:0.601 Maternal Maternal Procedure History:20550-postPregnancy:0.441 Maternal Maternal Lab History: RET ABS-postPregnancy:-0.441 Maternal Maternal Procedure History:J3301-postPregnancy:0.441 Maternal Maternal Lab History: RET %-postPregnancy:-0.441 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.414 Lab:295490 17 HYDROXYPROGESTERONE - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:295490 17 HYDROXYPROGESTERONE - LMC:1.000 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:-1.000 Maternal Diagnosis:9ccs159:UTI:-0.317 Lab:297262 HEMOGLOBIN (HEMOCUE):0.307 Newborn Diagnosis:9ccs221:Resp distres:0.197 Diagnosis:9ccs153:GI hemorrhag:-0.155 Diagnosis:9ccs219:Low birth wt:-0.130 Diagnosis:9ccs258:Other screen:0.117 Diagnosis:9ccs215:gu cong anom:0.079 Diagnosis:9ccs137:Mouth dx:0.077 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:1.000 Maternal Maternal Lab History: TEST NAME-postPregnancy:-0.396 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:0.367 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:-0.327 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:-0.326 Maternal Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:-0.307 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.273 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.268 Maternal Maternal Lab History: PATIENT-postPregnancy:-0.266 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:0.258 Diagnosis:9ccs104:Oth heart dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs104:Oth heart dx:1.000 Newborn Diagnosis:9ccs213:Cardiac anom:0.257 Diagnosis:9ccs213:Cardiac anom:0.132 Newborn Diagnosis:9ccs219:Low birth wt:0.095 Diagnosis:9ccs259:Unclassified:0.089 Diagnosis:9ccs134:Ot uppr resp:0.074 Diagnosis:9ccs126:Ot up rsp in:-0.040 Number of Visits:-0.035 Diagnosis:9ccs257:Ot aftercare:0.027 Maternal Diagnosis:9ccs195:Ot compl bir:0.026 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:-0.376 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.359 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:-0.156 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:-0.122 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.102 Maternal Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.094 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.094 Maternal Maternal Procedure History:59430-postPregnancy:-0.091 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:0.090 Maternal Vital: RR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Vital: RR-otherPregnancy:1.000 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy:0.492 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.462 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.450 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.425 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:0.366 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.317 Maternal Maternal Procedure History:90472-postPregnancy:0.271 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.237 Maternal Maternal Lab History: VLDL-otherPregnancy:-0.226 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:1.000 Maternal Maternal Lab History: Cockroach IgE-postPregnancy:0.533 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.441 Maternal Maternal Lab History: HBV DNA-postPregnancy:-0.408 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.236 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.185 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:-0.178 Maternal Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:-0.178 Maternal Maternal Lab History: GLOBULIN-postPregnancy:0.165 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:-0.154 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.594 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.394 Maternal Maternal Lab History: NTQR-LOCATION ID-postPregnancy:-0.332 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.198 Maternal Maternal Procedure History:45300-postPregnancy:0.195 Newborn Diagnosis:9ccs95:Oth nerv dx:0.190 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.180 Newborn Diagnosis:9ccs68:Senil/org mn:0.178 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.168 Lab:323825 STREP SCREEN THROAT - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:1.000 Maternal Maternal Procedure History:86580-otherPregnancy:0.174 Maternal Maternal Lab History: RDW-otherPregnancy:0.151 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.138 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.125 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.119 Maternal Vital: SpO2-postPregnancy:0.118 Maternal Vital: BMI-otherPregnancy:0.118 Maternal Diagnosis:9ccs155:Other GI dx:-0.109 Maternal Maternal Lab History: MPV-otherPregnancy:0.109 Diagnosis:9ccs2619:e codes: other specified- nec | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs2619:e codes: other specified- nec:1.000 Diagnosis:9ccs258:Other screen:0.230 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.204 Diagnosis:10ccs58:Ot nutrit dx:0.164 Newborn Diagnosis:9ccs96:Hrt valve dx:0.148 Diagnosis:9ccs127:COPD:0.126 Number of Visits:0.118 Diagnosis:9ccs217:Ot cong anom:0.116 Diagnosis:9ccs2603:E Codes: Fall:0.114 Diagnosis:9ccs239:Superfic inj:0.105 Diagnosis:9ccs44:Neoplsm unsp | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs44:Neoplsm unsp:1.000 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.315 Diagnosis:9ccs212:Ot bone dx:0.315 Maternal Diagnosis:9ccs238:Complic proc:0.234 Diagnosis:9ccs47:Ot bnign neo:0.109 Diagnosis:9ccs91:Other eye dx:0.108 Diagnosis:9ccs213:Cardiac anom:0.090 Diagnosis:9ccs224:Ot perint dx:0.074 Diagnosis:9ccs0:No DX:0.069 Maternal Diagnosis:9ccs187:Malposition:0.064 Maternal Maternal Lab History: AMYLASE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: AMYLASE-postPregnancy:1.000 Maternal Maternal Lab History: LIPASE-postPregnancy:0.845 Maternal Maternal Lab History: RET %-postPregnancy:0.357 Maternal Maternal Lab History: RET ABS-postPregnancy:0.357 Maternal Maternal Lab History: URINE KETONES-postPregnancy:-0.326 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:0.300 Newborn Diagnosis:9ccs216:Nerv cong an:0.292 Diagnosis:9ccs2:Septicemia:-0.279 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.254 Maternal Diagnosis:9ccs196:Nml preg/del:0.223 * Maternal Diagnosis:9ccs61:Sickle cell | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 4.754 [1.059 21.333] | indivs AUC:0.510 Correlated most with: Maternal Diagnosis:9ccs61:Sickle cell:1.000 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.134 Lab:294205 TSH REFLEX TO FT4 - LMC:0.126 Maternal Diagnosis:9ccs46:Bnign ut neo:0.115 Maternal Diagnosis:9ccs196:Nml preg/del:-0.110 Maternal Diagnosis:9ccs181:Ot preg comp:0.108 Diagnosis:10ccs58:Ot nutrit dx:0.083 Maternal Diagnosis:9ccs60:Acut p-h anm:0.076 Diagnosis:9ccs8:Oth infectns:0.076 Diagnosis:9ccs83:Epilepsy/cnv:0.074 Newborn Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs253:Allergy:1.000 Newborn Diagnosis:9ccs138:Esophgeal dx:0.377 Diagnosis:9ccs219:Low birth wt:0.271 Newborn Diagnosis:9ccs256:Exam/eval:0.218 Newborn Diagnosis:9ccs219:Low birth wt:0.213 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.202 Newborn Diagnosis:9ccs200:Oth skin dx:0.187 Newborn Diagnosis:9ccs222:Perint jaund:0.185 Maternal Diagnosis:9ccs184:Early labor:0.168 Diagnosis:9ccs117:Ot circul dx:0.164 Maternal Maternal Lab History: GFR in African American-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: GFR in African American-otherPregnancy:1.000 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:1.000 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.732 Diagnosis:9ccs120:Hemmorhoids:0.732 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.623 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.448 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.421 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:-0.410 Maternal Maternal Procedure History:81025-otherPregnancy:0.392 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.390 Maternal Maternal Lab History: MONOCYTE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: MONOCYTE-postPregnancy:1.000 Maternal Diagnosis:9ccs96:Hrt valve dx:-0.272 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.261 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:0.253 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.238 Diagnosis:9ccs2611:E Codes: Natural/environment:0.231 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:-0.231 Maternal Diagnosis:9ccs117:Ot circul dx:-0.214 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.202 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.197 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.645 Maternal Maternal Lab History: HEPATITIS B DNA-postPregnancy:0.500 Maternal Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:0.500 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:0.500 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.400 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:-0.223 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:-0.221 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:-0.201 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.194 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:1.000 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.577 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.535 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.438 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.418 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.351 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.349 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.264 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.238 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.221 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:1.000 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.923 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.902 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.718 Lab:306854 PLATELET COUNT - Sunrise:0.603 Maternal Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:-0.596 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.596 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.594 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.565 Diagnosis:9ccs238:Complic proc:0.487 Maternal Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy:1.000 Maternal Diagnosis:9ccs120:Hemmorhoids:0.530 Maternal Diagnosis:9ccs149:Biliary dx:-0.198 Maternal Maternal Lab History: ALT-postPregnancy:-0.196 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.157 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.147 Maternal Vital: PL-postPregnancy:-0.146 Diagnosis:9ccs89:Blindness:0.140 Maternal Vital: HR-postPregnancy:0.121 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.119 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.506 Correlated most with: Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:1.000 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.730 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.653 Maternal Maternal Procedure History:93005-otherPregnancy:0.641 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.632 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.632 Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.632 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.616 Maternal Maternal Procedure History:93005-postPregnancy:0.533 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.487 Maternal Maternal Lab History: TP VOLUME-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.512 Correlated most with: Maternal Maternal Lab History: TP VOLUME-otherPregnancy:1.000 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.764 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.520 Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:0.484 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:0.484 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.417 Maternal Maternal Lab History: LDL-otherPregnancy:0.396 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.394 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.388 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:-0.338 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:1.000 Maternal Diagnosis:9ccs84:Headache/mig:0.318 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.297 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:-0.280 Maternal Maternal Lab History: TEST NAME-otherPregnancy:0.246 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.246 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.238 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:-0.223 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.223 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.223 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:0.508 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.476 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.455 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.267 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.250 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.219 Maternal Maternal Lab History: FASTING-postPregnancy:0.211 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.183 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.169 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:1.000 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.233 Maternal Maternal Lab History: RDW-otherPregnancy:0.159 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.159 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.102 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.100 Maternal Maternal Procedure History:99401-otherPregnancy:0.099 Maternal Maternal Lab History: CALCIUM-otherPregnancy:-0.099 Maternal Maternal Lab History: MCH-postPregnancy:-0.095 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:0.094 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.653 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.562 Maternal Maternal Lab History: T-3(Total)-postPregnancy:0.527 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.421 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.313 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.280 Maternal Maternal Procedure History:90656-postPregnancy:0.277 Maternal Maternal Procedure History:93005-postPregnancy:-0.274 Maternal Diagnosis:9ccs48:Thyroid dsor:0.273 Maternal Maternal Lab History: 1 HOUR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: 1 HOUR-otherPregnancy:1.000 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.521 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.432 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.413 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:-0.395 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.393 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.386 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:-0.381 Maternal Maternal Procedure History:81025-otherPregnancy:-0.330 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:-0.328 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: nan [ nan nan] | indivs AUC:0.507 Correlated most with: Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.777 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.715 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:0.616 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.567 Maternal Maternal Procedure History:90472-postPregnancy:0.456 Maternal Vital: RR-otherPregnancy:0.450 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.395 Maternal Maternal Lab History: VLDL-otherPregnancy:-0.381 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.288 Maternal Maternal Lab History: NT MoM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: NT MoM-otherPregnancy:1.000 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.869 Maternal Maternal Lab History: HCG-otherPregnancy:0.864 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.790 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.696 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.688 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.656 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.603 Maternal Maternal Lab History: INHMOM-postPregnancy:0.553 Maternal Maternal Lab History: TWIN B CRL-postPregnancy:-0.453 Diagnosis:9ccs246:FUO | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs246:FUO:1.000 Diagnosis:9ccs232:Sprain:0.315 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.195 Maternal Vital: Temp-otherPregnancy:-0.176 Diagnosis:9ccs2:Septicemia:0.166 Diagnosis:9ccs3:Oth bact inf:0.131 Diagnosis:9ccs239:Superfic inj:0.093 Diagnosis:9ccs240:Burns:0.092 Maternal Diagnosis:9ccs106:Dysrhythmia:0.092 Maternal Maternal Procedure History:86580-otherPregnancy:0.091 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.667 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.667 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.655 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.408 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.365 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.236 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.234 Maternal Maternal Procedure History:93005-postPregnancy:-0.211 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:-0.201 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:1.000 Maternal Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:0.728 Maternal Maternal Lab History: LEAD LEVEL-otherPregnancy:-0.485 Diagnosis:9ccs120:Hemmorhoids:-0.466 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.466 Maternal Maternal Diagnosis:10ccs205:Back problem-postPregnancy:-0.455 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.421 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.421 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.397 Maternal Maternal Lab History: A/G-otherPregnancy:0.383 Maternal Maternal Procedure History:93005-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:93005-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.533 Maternal Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.491 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.463 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:-0.442 Maternal Maternal Procedure History:93005-otherPregnancy:0.407 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.401 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.401 Maternal Maternal Lab History: CPK-postPregnancy:-0.401 Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.401 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.500 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.471 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.470 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.398 Maternal Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:-0.357 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:-0.357 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.355 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.337 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.326 Maternal Maternal Lab History: GLUCOSE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: GLUCOSE-otherPregnancy:1.000 Maternal Maternal Lab History: A/G RATIO-postPregnancy:0.412 Maternal Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:-0.412 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.308 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.279 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.278 Maternal Maternal Lab History: UIBC-postPregnancy:-0.264 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.242 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:-0.226 Maternal Vital: RR-postPregnancy:-0.201 Maternal Maternal Lab History: INR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: INR-otherPregnancy:1.000 Maternal Maternal Lab History: PT-otherPregnancy:0.707 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.515 Maternal Maternal Lab History: PTT-otherPregnancy:0.446 Diagnosis:9ccs56:Cystic fibro:0.421 Maternal Maternal Lab History: URIC ACID-otherPregnancy:-0.387 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.334 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.278 Maternal Maternal Lab History: MAGNESIUM-otherPregnancy:0.278 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.210 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:1.000 Maternal Maternal Lab History: LDL-otherPregnancy:0.911 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.635 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.520 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:0.518 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.496 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.485 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.484 Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:0.484 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:0.484 Maternal Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs200:Oth skin dx:1.000 Maternal Diagnosis:9ccs149:Biliary dx:0.301 Diagnosis:9ccs163:Other GU dx:0.288 Newborn Diagnosis:9ccs217:Ot cong anom:0.135 Maternal Diagnosis:9ccs184:Early labor:0.091 Diagnosis:9ccs91:Other eye dx:0.076 Diagnosis:9ccs96:Hrt valve dx:0.076 Diagnosis:9ccs239:Superfic inj:0.074 Diagnosis:9ccs4:Mycoses:0.070 Diagnosis:9ccs198:Ot infl skin:0.060 Maternal Diagnosis:9ccs107:Cardia arrst | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs107:Cardia arrst:1.000 Newborn Diagnosis:9ccs221:Resp distres:0.276 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.184 Diagnosis:9ccs224:Ot perint dx:0.110 Maternal Diagnosis:9ccs59:Anemia:0.106 Diagnosis:9ccs217:Ot cong anom:0.082 Maternal Diagnosis:9ccs183:HTN in preg:0.066 Diagnosis:9ccs222:Perint jaund:0.062 Diagnosis:9ccs198:Ot infl skin:0.060 Maternal Diagnosis:9ccs181:Ot preg comp:0.041 Maternal Maternal Lab History: GFR Calculation-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: GFR Calculation-otherPregnancy:1.000 Maternal Maternal Lab History: GFR in African American-otherPregnancy:1.000 Diagnosis:9ccs120:Hemmorhoids:0.731 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.731 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.623 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.447 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.421 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:-0.413 Maternal Maternal Procedure History:81025-otherPregnancy:0.392 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.390 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.514 Correlated most with: Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.452 Diagnosis:9ccs9:Sexual Infxs:-0.400 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.398 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.395 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.308 Maternal Maternal Lab History: MONOS-otherPregnancy:0.307 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.303 Diagnosis:9ccs221:Resp distres:-0.298 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.245 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:1.000 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.575 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.464 Diagnosis:9ccs2611:E Codes: Natural/environment:0.416 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.363 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.362 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.289 Maternal Maternal Lab History: TEST NAME-postPregnancy:-0.277 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:-0.263 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.231 Lab:323854 CULTURE FECES - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:323854 CULTURE FECES - Sunrise:1.000 Maternal Maternal Lab History: CPK-postPregnancy:-0.204 Maternal Maternal Procedure History:90772-postPregnancy:-0.193 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.164 Maternal Maternal Procedure History:J1055-postPregnancy:-0.156 Diagnosis:9ccs153:GI hemorrhag:0.127 Maternal Diagnosis:9ccs211:Ot conn tiss:-0.109 Diagnosis:9ccs143:Abdom hernia:0.107 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:-0.104 Diagnosis:9ccs154:Gastroent:0.099 Maternal Maternal Lab History: PT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: PT-otherPregnancy:1.000 Maternal Maternal Lab History: URIC ACID-otherPregnancy:-0.735 Maternal Maternal Lab History: INR-otherPregnancy:0.707 Maternal Maternal Lab History: MAGNESIUM-otherPregnancy:0.478 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.442 Maternal Maternal Lab History: AST-otherPregnancy:0.331 Diagnosis:9ccs204:Ot joint dx:-0.287 Maternal Maternal Lab History: CALCIUM-otherPregnancy:-0.230 Maternal Maternal Lab History: PH-otherPregnancy:0.213 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.206 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:1.000 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:0.527 Maternal Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:-0.527 Maternal Maternal Lab History: APTT-postPregnancy:0.518 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.409 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.407 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.351 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.333 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.332 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.290 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:1.000 Maternal Maternal Lab History: HCG-otherPregnancy:-0.760 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.746 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.736 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.721 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.615 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.577 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.499 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.497 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.418 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.959 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.690 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.568 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.551 Maternal Maternal Lab History: VLDL-otherPregnancy:0.551 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.511 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:-0.477 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.410 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.360 Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:1.000 Maternal Diagnosis:9ccs2617:E Codes: Adverse effects of medical drugs:1.000 Maternal Diagnosis:9ccs93:Dizziness:0.707 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.099 Maternal Diagnosis:9ccs183:HTN in preg:0.066 Maternal Diagnosis:9ccs190:Fetal distrs:0.043 Diagnosis:9ccs125:Bronchitis:0.039 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.032 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.031 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.028 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.489 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.451 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.248 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.242 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.223 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.178 Maternal Maternal Lab History: PTT-postPregnancy:-0.176 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:-0.175 Maternal Maternal Procedure History:S9470-postPregnancy:0.170 Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:1.000 Lab:294199 BILIRUBIN SCAN - LMC:-0.727 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.582 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.500 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.473 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.417 Maternal Maternal Lab History: FREE T3-postPregnancy:0.400 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.373 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.335 Maternal Maternal Procedure History:97014-postPregnancy:-0.292 Maternal Maternal Procedure History:86701-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:86701-postPregnancy:1.000 Maternal Maternal Procedure History:86701-otherPregnancy:0.866 Maternal Diagnosis:9ccs155:Other GI dx:0.268 Maternal Maternal Procedure History:36415-otherPregnancy:0.261 Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.236 Maternal Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.186 Maternal Maternal Procedure History:90772-postPregnancy:0.177 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.166 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.155 Maternal Maternal Procedure History:99401-postPregnancy:0.152 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.488 Correlated most with: Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.240 Maternal Maternal Lab History: LDL-postPregnancy:0.197 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.195 Diagnosis:9ccs83:Epilepsy/cnv:0.170 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.152 Diagnosis:9ccs142:Appendicitis:0.150 Maternal Maternal Procedure History:97110-postPregnancy:-0.149 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.148 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:-0.147 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:1.000 Maternal Maternal Lab History: HCG-otherPregnancy:0.885 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.788 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.756 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.746 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.746 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.730 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.696 Maternal Maternal Lab History: INHMOM-postPregnancy:0.548 Maternal Maternal Lab History: TWIN B CRL-postPregnancy:-0.419 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.599 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.489 Newborn Diagnosis:9ccs91:Other eye dx:-0.466 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:-0.348 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.339 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:-0.289 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.275 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.226 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.194 Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs221:Resp distres:1.000 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.425 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.346 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.298 Maternal Maternal Procedure History:76830-postPregnancy:-0.225 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.215 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.211 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.210 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.209 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.204 Diagnosis:9ccs214:GI cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs214:GI cong anom:1.000 Maternal Diagnosis:9ccs6:Hepatitis:0.187 Diagnosis:9ccs141:Ot dx stomch:0.148 Diagnosis:9ccs138:Esophgeal dx:0.106 Maternal Diagnosis:9ccs106:Dysrhythmia:0.105 Maternal Diagnosis:9ccs128:Asthma:0.083 Diagnosis:9ccs127:COPD:0.083 Diagnosis:9ccs217:Ot cong anom:0.075 Diagnosis:9ccs47:Ot bnign neo:0.074 Diagnosis:9ccs197:Skin infectn:0.060 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:1.000 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.606 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.472 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.433 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.413 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:-0.395 Maternal Maternal Lab History: A/G-otherPregnancy:0.374 Maternal Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:0.350 Maternal Maternal Lab History: LEAD LEVEL-otherPregnancy:-0.335 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.330 Maternal Maternal Lab History: LDH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: LDH-otherPregnancy:1.000 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.598 Maternal Maternal Lab History: eGFR-otherPregnancy:0.251 Maternal Maternal Lab History: PTT-otherPregnancy:-0.208 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.201 Maternal Maternal Lab History: WBC-otherPregnancy:0.199 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:-0.198 Diagnosis:9ccs204:Ot joint dx:0.191 Maternal Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:-0.189 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:0.188 Maternal Maternal Lab History: Oak Tree IgE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: Cottonwood Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Oak Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Peanut IgE-postPregnancy:1.000 Maternal Maternal Lab History: Birch Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Elm Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Maple Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Walnut Tree IgE-postPregnancy:1.000 Maternal Maternal Procedure History:90649-postPregnancy:-0.231 Maternal Maternal Procedure History:90471-postPregnancy:-0.224 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.169 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:1.000 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.959 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.627 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.627 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.609 Maternal Maternal Lab History: VLDL-otherPregnancy:0.608 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.565 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:-0.527 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.453 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.407 Maternal Maternal Lab History: Birch Tree IgE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: Peanut IgE-postPregnancy:1.000 Maternal Maternal Lab History: Maple Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Elm Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Walnut Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Cottonwood Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Birch Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Oak Tree IgE-postPregnancy:1.000 Maternal Maternal Procedure History:90649-postPregnancy:-0.231 Maternal Maternal Procedure History:90471-postPregnancy:-0.224 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.169 Maternal Maternal Lab History: HBV DNA-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: HBV DNA-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:-0.408 Maternal Maternal Diagnosis:9ccs244:Other injury-postPregnancy:-0.297 Maternal Maternal Lab History: CPK-postPregnancy:0.242 Maternal Maternal Lab History: Cockroach IgE-postPregnancy:-0.242 Maternal Maternal Procedure History:36415-postPregnancy:0.227 Maternal Maternal Procedure History:90649-postPregnancy:-0.209 Maternal Maternal Procedure History:93005-postPregnancy:-0.194 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:-0.194 Maternal Maternal Lab History: VARICELLA IGM-postPregnancy:-0.147 Maternal Maternal Lab History: 3 HOUR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: 3 HOUR-otherPregnancy:1.000 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.514 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.371 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:0.308 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.248 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:-0.232 Maternal Maternal Lab History: APF MoM-postPregnancy:0.220 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.219 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.216 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.213 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.506 Correlated most with: Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.619 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.616 Maternal Maternal Procedure History:93005-otherPregnancy:0.458 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.447 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.447 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.417 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.387 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.387 Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.387 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.471 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.356 Diagnosis:9ccs221:Resp distres:-0.346 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.331 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.326 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.308 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.294 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.276 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.266 Maternal Maternal Lab History: PO2-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: PO2-postPregnancy:1.000 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.842 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.381 Maternal Maternal Procedure History:92551-postPregnancy:0.191 Maternal Maternal Lab History: PT-postPregnancy:0.187 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.186 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:-0.182 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.176 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.168 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.162 Maternal Diagnosis:9ccs50:DiabMel w/cm | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs50:DiabMel w/cm:1.000 Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.500 Lab:294199 BILIRUBIN SCAN - LMC:-0.485 Lab:292147 TSH - Sunrise:-0.376 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.356 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.315 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.278 Maternal Maternal Lab History: FREE T3-postPregnancy:0.267 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.231 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.223 Maternal Maternal Lab History: TP PERIOD-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: TP PERIOD-otherPregnancy:1.000 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.956 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.902 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.761 Lab:306854 PLATELET COUNT - Sunrise:0.669 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.661 Maternal Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:-0.661 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.658 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.626 Diagnosis:9ccs238:Complic proc:0.541 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:1.000 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.862 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.807 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.635 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.559 Maternal Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:0.485 Maternal Maternal Lab History: LDL-otherPregnancy:0.449 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.417 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:-0.417 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.389 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:1.000 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:-0.697 Maternal Maternal Lab History: MAGNESIUM-otherPregnancy:-0.445 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:-0.315 Maternal Maternal Lab History: IRON-otherPregnancy:-0.275 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.271 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:-0.217 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:0.200 Maternal Vital: BMI Percentile-otherPregnancy:-0.199 Maternal Maternal Lab History: BASOPHIL-otherPregnancy:-0.194 Diagnosis:9ccs231:Oth fracture | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs231:Oth fracture:1.000 Diagnosis:9ccs228:Fx skull fac:0.407 Diagnosis:9ccs229:Fx arm:0.332 Diagnosis:9ccs83:Epilepsy/cnv:0.119 Newborn Diagnosis:9ccs223:Birth trauma:0.103 Diagnosis:9ccs222:Perint jaund:0.067 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.051 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.051 Diagnosis:9ccs257:Ot aftercare:0.046 Diagnosis:9ccs7:Viral infect:0.045 Maternal Maternal Lab History: LDL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: LDL-otherPregnancy:1.000 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.911 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:0.564 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.552 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.449 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.396 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.373 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.369 Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:0.369 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:0.369 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.562 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.452 Maternal Maternal Lab History: T-3(Total)-postPregnancy:0.365 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.291 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.279 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.225 Maternal Vital: RR-otherPregnancy:-0.216 Maternal Diagnosis:9ccs48:Thyroid dsor:0.189 Maternal Maternal Procedure History:90656-postPregnancy:0.182 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.514 Correlated most with: Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:1.000 Diagnosis:9ccs9:Sexual Infxs:0.460 Maternal Maternal Procedure History:97803-otherPregnancy:-0.323 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.276 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.272 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.259 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.254 Maternal Maternal Lab History: POLYS-otherPregnancy:0.227 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:-0.226 Maternal Maternal Lab History: MONOS-otherPregnancy:-0.224 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.506 Correlated most with: Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.653 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.619 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.545 Maternal Maternal Procedure History:93005-otherPregnancy:0.497 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.475 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.472 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.472 Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.472 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.433 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:-0.275 Diagnosis:9ccs64:Ot hematl dx:0.258 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:-0.240 Diagnosis:10ccs58:Ot nutrit dx:0.219 Diagnosis:9ccs211:Ot conn tiss:0.208 Diagnosis:9ccs2603:E Codes: Fall:0.156 Diagnosis:9ccs258:Other screen:0.154 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:-0.152 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:-0.150 Diagnosis:9ccs254:Rehab | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs254:Rehab:1.000 Diagnosis:9ccs219:Low birth wt:0.126 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.066 Newborn Diagnosis:9ccs219:Low birth wt:0.063 Maternal Diagnosis:9ccs184:Early labor:0.060 Diagnosis:9ccs259:Unclassified:0.059 Diagnosis:9ccs125:Bronchitis:0.055 Diagnosis:9ccs217:Ot cong anom:0.053 Diagnosis:9ccs256:Exam/eval:0.052 Diagnosis:9ccs113:Late eff CVD:0.046 Maternal Maternal Lab History: CHLAMYDIA AG RESULT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: CHLAMYDIA AG RESULT-postPregnancy:1.000 Maternal Diagnosis:9ccs93:Dizziness:0.500 Maternal Diagnosis:9ccs196:Nml preg/del:0.214 Maternal Maternal Lab History: eGFR-postPregnancy:-0.191 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.158 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.134 Diagnosis:9ccs213:Cardiac anom:-0.096 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.088 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.085 Diagnosis:9ccs0:No DX:0.077 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:1.000 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.833 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.807 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.485 Maternal Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:0.454 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.419 Maternal Maternal Lab History: VLDL-otherPregnancy:0.414 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:-0.390 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:-0.367 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:0.361 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:1.000 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.581 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.535 Maternal Maternal Lab History: RET %-postPregnancy:0.421 Maternal Maternal Lab History: RET ABS-postPregnancy:0.421 Maternal Maternal Procedure History:97803-otherPregnancy:0.389 Maternal Maternal Lab History: LIPASE-postPregnancy:0.365 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:-0.353 Newborn Diagnosis:9ccs216:Nerv cong an:0.344 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.336 Maternal Maternal Procedure History:93005-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.506 Correlated most with: Maternal Maternal Procedure History:93005-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.641 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.537 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.507 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.507 Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.507 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.497 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.458 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.448 Maternal Maternal Procedure History:93005-postPregnancy:0.407 Maternal Maternal Lab History: GENTAMICIN TROUGH-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.736 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:-0.582 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.536 Maternal Maternal Lab History: GENTAMICIN PEAK-postPregnancy:0.516 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.485 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.454 Newborn Diagnosis:9ccs155:Other GI dx:0.412 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:-0.336 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.330 Maternal Maternal Lab History: RET ABS-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: RET %-postPregnancy:1.000 Maternal Maternal Lab History: RET ABS-postPregnancy:1.000 Maternal Maternal Procedure History:97530-postPregnancy:0.577 Maternal Maternal Procedure History:97112-postPregnancy:-0.530 Maternal Maternal Procedure History:20550-postPregnancy:-0.500 Maternal Maternal Procedure History:97035-postPregnancy:-0.500 Maternal Maternal Procedure History:J3301-postPregnancy:-0.500 Maternal Maternal Procedure History:97110-postPregnancy:-0.493 Maternal Maternal Procedure History:97140-postPregnancy:0.474 Maternal Maternal Lab History: IRON-postPregnancy:-0.472 Maternal Vital: Wt Percentile-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Vital: Wt Percentile-otherPregnancy:1.000 Maternal Vital: Wt Percentile-postPregnancy:0.686 Maternal Vital: Ht Percentile-otherPregnancy:0.659 Maternal Vital: BMI Percentile-otherPregnancy:0.635 Maternal Vital: Ht Percentile-postPregnancy:0.508 Maternal Vital: BMI Percentile-postPregnancy:0.491 Maternal Maternal Lab History: LEAD LEVEL-postPregnancy:-0.293 Maternal Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.253 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.228 Maternal Maternal Diagnosis:9ccs208:Acq foot def-postPregnancy:0.208 Maternal Diagnosis:9ccs212:Ot bone dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs212:Ot bone dx:1.000 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:-0.215 Diagnosis:9ccs140:Gastritis:0.194 Diagnosis:9ccs153:GI hemorrhag:0.152 Diagnosis:9ccs234:Crush injury:0.133 Newborn Diagnosis:9ccs223:Birth trauma:0.128 Diagnosis:9ccs127:COPD:0.126 Diagnosis:9ccs165:Inf male gen:0.098 Diagnosis:9ccs244:Other injury:0.096 Diagnosis:9ccs128:Asthma:0.094 Maternal Maternal Lab History: GAMMA GT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: GAMMA GT-otherPregnancy:1.000 Maternal Maternal Lab History: LDH-otherPregnancy:0.598 Maternal Maternal Lab History: URIC ACID-otherPregnancy:-0.479 Maternal Maternal Lab History: PT-otherPregnancy:0.442 Maternal Maternal Lab History: MAGNESIUM-otherPregnancy:0.409 Maternal Maternal Lab History: INR-otherPregnancy:0.334 Maternal Maternal Lab History: eGFR-otherPregnancy:0.262 Maternal Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:-0.260 Maternal Maternal Lab History: AST-otherPregnancy:0.249 Maternal Maternal Lab History: PTT-otherPregnancy:-0.245 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:1.000 Maternal Maternal Lab History: TEST NAME-postPregnancy:0.691 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.575 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.558 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.482 Maternal Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:0.436 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:-0.398 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.347 Maternal Diagnosis:9ccs211:Ot conn tiss:-0.292 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:-0.275 Maternal Maternal Lab History: BICARBONATE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: BICARBONATE-postPregnancy:1.000 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:-0.904 Maternal Maternal Procedure History:92551-postPregnancy:-0.410 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.347 Maternal Maternal Procedure History:85018-postPregnancy:-0.339 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.284 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.260 Maternal Maternal Procedure History:87880-postPregnancy:-0.260 Maternal Maternal Lab History: GTT 90 MIN-postPregnancy:0.241 Maternal Vital: SpO2-postPregnancy:0.237 Maternal Maternal Lab History: HCG-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: HCG-otherPregnancy:1.000 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.885 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.864 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.807 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.760 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.713 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.709 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.693 Maternal Maternal Lab History: INHMOM-postPregnancy:0.600 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.539 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:1.000 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.690 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.627 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.355 Maternal Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:-0.316 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:-0.316 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.294 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:-0.289 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.288 Maternal Maternal Lab History: LDL-otherPregnancy:0.281 Maternal Diagnosis:9ccs9:Sexual Infxs | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs9:Sexual Infxs:1.000 Diagnosis:9ccs8:Oth infectns:0.217 Maternal Diagnosis:9ccs187:Malposition:0.096 Diagnosis:9ccs136:Teeth dx:0.085 Diagnosis:9ccs91:Other eye dx:0.076 Diagnosis:9ccs96:Hrt valve dx:0.076 Diagnosis:9ccs4:Mycoses:0.070 Maternal Diagnosis:9ccs183:HTN in preg:0.066 Diagnosis:9ccs198:Ot infl skin:0.060 MatDeliveryAge:-0.051 Newborn Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs136:Teeth dx:1.000 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.357 Maternal Vital: BP-postPregnancy:0.081 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.066 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.066 Newborn Diagnosis:9ccs94:Other ear dx:-0.065 Newborn Diagnosis:9ccs256:Exam/eval:0.065 Maternal Diagnosis:9ccs187:Malposition:0.064 Maternal Diagnosis:9ccs190:Fetal distrs:0.061 Maternal Diagnosis:9ccs191:Amnios dx:0.047 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.960 Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.582 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.530 Lab:294199 BILIRUBIN SCAN - LMC:-0.517 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.408 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.407 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.356 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.332 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.332 Maternal Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs253:Allergy:1.000 Maternal Diagnosis:9ccs197:Skin infectn:0.500 Maternal Diagnosis:9ccs199:Ulcer skin:0.500 Maternal Diagnosis:9ccs121:Oth vein dx:0.500 Newborn Diagnosis:9ccs166:Oth male gen:0.500 Maternal Diagnosis:9ccs2:Septicemia:0.353 Maternal Diagnosis:9ccs211:Ot conn tiss:0.187 Diagnosis:9ccs208:Acq foot def:0.187 Maternal Maternal Lab History: ANION GAP-postPregnancy:-0.161 Newborn Diagnosis:9ccs215:gu cong anom:0.135 Vital: BMI Percentile-gain7to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs208:Acq foot def:0.268 Diagnosis:9ccs159:UTI:0.088 Diagnosis:9ccs259:Unclassified:0.068 Diagnosis:9ccs127:COPD:0.067 Maternal Diagnosis:9ccs176:Contraceptiv:-0.060 Diagnosis:9ccs91:Other eye dx:-0.059 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.052 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.052 MatDeliveryAge:-0.048 Diagnosis:9ccs10:Immuniz/scrn:-0.044 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.548 Maternal Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:0.500 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.491 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.408 Maternal Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:0.354 Maternal Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.354 Lab:297275 STREP RAPID TEST (POCT):-0.269 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.236 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.228 Diagnosis:9ccs106:Dysrhythmia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs106:Dysrhythmia:1.000 Newborn Diagnosis:9ccs47:Ot bnign neo:0.353 Newborn Diagnosis:9ccs191:Amnios dx:0.222 Maternal Diagnosis:9ccs48:Thyroid dsor:0.148 Diagnosis:9ccs239:Superfic inj:0.107 Diagnosis:9ccs83:Epilepsy/cnv:0.102 Diagnosis:9ccs258:Other screen:0.076 Diagnosis:9ccs161:Ot dx kidney:0.072 Maternal Diagnosis:9ccs188:Pelvic obstr:0.070 Maternal Diagnosis:9ccs176:Contraceptiv:0.070 Newborn Diagnosis:9ccs191:Amnios dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:1.000 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.317 Newborn Diagnosis:9ccs47:Ot bnign neo:0.315 Maternal Diagnosis:9ccs117:Ot circul dx:0.257 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.245 Newborn Diagnosis:9ccs217:Ot cong anom:0.240 Diagnosis:9ccs106:Dysrhythmia:0.222 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.166 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.156 Diagnosis:9ccs211:Ot conn tiss:0.095 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.962 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:0.756 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:0.728 Maternal Maternal Lab History: ALT-otherPregnancy:0.411 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.397 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.388 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.374 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:-0.335 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.324 Maternal Diagnosis:9ccs175:Ot femal gen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs175:Ot femal gen:1.000 Maternal Diagnosis:9ccs163:Other GU dx:0.234 Lab:297262 HEMOGLOBIN (HEMOCUE):0.158 Maternal Maternal Procedure History:J7300-postPregnancy:-0.077 Maternal Maternal Procedure History:58300-postPregnancy:-0.054 Maternal Diagnosis:9ccs195:Ot compl bir:0.045 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:-0.042 Diagnosis:9ccs136:Teeth dx:0.041 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.040 Diagnosis:9ccs217:Ot cong anom:0.039 Maternal Maternal Lab History: UIBC-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: UIBC-postPregnancy:1.000 Maternal Maternal Procedure History:J7302-postPregnancy:0.443 Maternal Maternal Procedure History:90801-postPregnancy:-0.423 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.313 Maternal Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:-0.310 Maternal Maternal Lab History: TSH-postPregnancy:-0.310 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.310 Maternal Maternal Lab History: A/G RATIO-postPregnancy:0.310 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.301 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:-0.264 Maternal Maternal Lab History: Maple Tree IgE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: Cottonwood Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Oak Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Peanut IgE-postPregnancy:1.000 Maternal Maternal Lab History: Birch Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Elm Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Maple Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Walnut Tree IgE-postPregnancy:1.000 Maternal Maternal Procedure History:90649-postPregnancy:-0.231 Maternal Maternal Procedure History:90471-postPregnancy:-0.224 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.169 Maternal Maternal Lab History: A/G-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.772 [0.323 9.712] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: A/G-otherPregnancy:1.000 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.780 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.546 Maternal Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:0.519 Maternal Maternal Lab History: LEAD LEVEL-otherPregnancy:-0.471 Maternal Maternal Diagnosis:10ccs205:Back problem-postPregnancy:-0.423 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:-0.409 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.383 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.374 Maternal Maternal Procedure History:81025-otherPregnancy:-0.318 Maternal Vital: Ht Percentile-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Vital: Ht Percentile-otherPregnancy:1.000 Maternal Vital: Ht Percentile-postPregnancy:0.776 Maternal Vital: Wt Percentile-otherPregnancy:0.659 Maternal Vital: Wt Percentile-postPregnancy:0.501 Maternal Maternal Procedure History:S9470-otherPregnancy:0.344 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.333 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.324 Maternal Vital: BMI Percentile-otherPregnancy:0.315 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.286 Maternal Vital: BMI Percentile-postPregnancy:0.276 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:1.000 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.904 Maternal Maternal Procedure History:92551-postPregnancy:0.416 Maternal Maternal Lab History: PO2-postPregnancy:0.381 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.352 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.347 Maternal Maternal Procedure History:85018-postPregnancy:0.306 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.269 Maternal Maternal Procedure History:87880-postPregnancy:0.263 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.253 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:1.000 Maternal Maternal Procedure History:97803-otherPregnancy:0.632 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.547 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:0.535 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.289 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.217 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.212 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:-0.210 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.205 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.205 Maternal Maternal Lab History: FERRITIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: FERRITIN-otherPregnancy:1.000 Maternal Maternal Lab History: IRON-otherPregnancy:0.746 Maternal Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.428 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.428 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.416 Maternal Maternal Lab History: IRON-postPregnancy:0.385 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.383 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.372 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.359 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.317 Maternal Maternal Lab History: PTT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: PTT-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.543 Maternal Maternal Lab History: INR-otherPregnancy:0.446 Diagnosis:9ccs56:Cystic fibro:0.444 Maternal Maternal Lab History: MAGNESIUM-otherPregnancy:-0.346 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.293 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.281 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:-0.245 Maternal Maternal Lab History: AST-otherPregnancy:-0.228 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.223 Maternal Maternal Lab History: LACTIC ACID-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: LACTIC ACID-postPregnancy:1.000 Maternal Maternal Lab History: VARICELLA IGM-postPregnancy:0.289 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:-0.289 Maternal Maternal Lab History: URIC ACID-postPregnancy:-0.260 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.227 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:0.175 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.172 Maternal Maternal Lab History: PT-postPregnancy:0.172 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.167 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.144 Maternal Diagnosis:9ccs199:Ulcer skin | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs197:Skin infectn:1.000 Maternal Diagnosis:9ccs199:Ulcer skin:1.000 Maternal Diagnosis:9ccs121:Oth vein dx:1.000 Maternal Diagnosis:9ccs2:Septicemia:0.707 Maternal Diagnosis:9ccs253:Allergy:0.500 Maternal Diagnosis:9ccs211:Ot conn tiss:0.377 Newborn Diagnosis:9ccs256:Exam/eval:0.097 Diagnosis:9ccs256:Exam/eval:0.081 Newborn Diagnosis:9ccs222:Perint jaund:0.070 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.061 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.738 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.674 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.628 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.584 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.400 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.364 Maternal Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.359 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.295 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.269 Maternal Maternal Lab History: Varicella IgG-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: Varicella IgG-postPregnancy:1.000 Maternal Diagnosis:9ccs215:gu cong anom:-0.360 Newborn Diagnosis:9ccs161:Ot dx kidney:-0.218 Maternal Maternal Lab History: PH-postPregnancy:-0.179 Newborn Diagnosis:9ccs55:Fluid/elc dx:-0.178 Maternal Vital: RR-postPregnancy:-0.162 Maternal Maternal Lab History: VARICELLA IGM-postPregnancy:-0.135 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.115 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.113 Maternal Vital: Wt-postPregnancy:0.110 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.490 Correlated most with: Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:1.000 Lab:294048 STOOL CULTURE - LMC:-0.383 Maternal Vital: Ht Percentile-otherPregnancy:0.333 Maternal Vital: Ht Percentile-postPregnancy:0.261 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:-0.261 Maternal Maternal Procedure History:S9470-otherPregnancy:0.244 Maternal Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:-0.236 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:-0.231 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:-0.211 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.211 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:1.000 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.761 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.718 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.637 Lab:306854 PLATELET COUNT - Sunrise:0.509 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.504 Maternal Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:-0.504 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.501 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.477 Diagnosis:9ccs238:Complic proc:0.412 Maternal Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs143:Abdom hernia:1.000 Maternal Diagnosis:9ccs96:Hrt valve dx:0.353 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.315 Maternal Diagnosis:9ccs238:Complic proc:0.234 Maternal Diagnosis:9ccs106:Dysrhythmia:0.152 Diagnosis:9ccs123:Influenza:0.128 Diagnosis:9ccs258:Other screen:0.113 Maternal Diagnosis:9ccs176:Contraceptiv:0.109 Diagnosis:9ccs244:Other injury:0.096 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.094 Maternal Diagnosis:9ccs2617:E Codes: Adverse effects of medical drugs | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:1.000 Maternal Diagnosis:9ccs2617:E Codes: Adverse effects of medical drugs:1.000 Maternal Diagnosis:9ccs93:Dizziness:0.707 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.099 Maternal Diagnosis:9ccs183:HTN in preg:0.066 Maternal Diagnosis:9ccs190:Fetal distrs:0.043 Diagnosis:9ccs125:Bronchitis:0.039 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.032 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.031 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.028 Newborn Diagnosis:9ccs218:Liveborn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1748 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Newborn Diagnosis:9ccs218:Liveborn:1.000 Newborn Diagnosis:9ccs130:Pleurisy:-0.577 Lab:306854 PLATELET COUNT - Sunrise:0.404 Newborn Diagnosis:9ccs0:No DX:-0.157 Newborn Diagnosis:9ccs221:Resp distres:-0.157 Maternal Diagnosis:9ccs168:PID:-0.129 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.111 Newborn Diagnosis:9ccs94:Other ear dx:0.110 Diagnosis:9ccs89:Blindness:-0.103 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.099 Diagnosis:9ccs61:Sickle cell | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs61:Sickle cell:1.000 Maternal Diagnosis:9ccs55:Fluid/elc dx:0.287 Maternal Diagnosis:9ccs106:Dysrhythmia:0.105 Diagnosis:9ccs8:Oth infectns:0.105 Diagnosis:9ccs134:Ot uppr resp:0.066 Lab:297262 HEMOGLOBIN (HEMOCUE):0.060 Diagnosis:9ccs128:Asthma:0.058 Newborn Diagnosis:9ccs224:Ot perint dx:0.052 Maternal Diagnosis:9ccs59:Anemia:0.045 Diagnosis:9ccs215:gu cong anom:0.045 Vital: BP-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs221:Resp distres:0.409 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.348 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.283 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.244 Maternal Maternal Procedure History:76830-postPregnancy:-0.184 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.176 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.173 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.172 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.171 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.167 Maternal Maternal Diagnosis:9ccs185:Long pregncy-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs185:Long pregncy-otherPregnancy:1.000 Diagnosis:9ccs2604:E Codes: Fire/burn:-0.707 Diagnosis:10ccs238:Complic proc:-0.707 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:-0.383 Maternal Maternal Lab History: RUBELLA-otherPregnancy:-0.179 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:-0.158 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.150 Maternal Maternal Lab History: hCG MoM-otherPregnancy:-0.148 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.134 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.129 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.557 Maternal Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:0.548 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.548 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.363 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.361 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.326 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.283 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.264 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.247 Maternal Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:1.000 Maternal Maternal Lab History: TEST NAME-postPregnancy:0.645 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:0.436 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.354 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.307 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.280 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.252 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.158 Maternal Diagnosis:9ccs60:Acut p-h anm:-0.155 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.150 Diagnosis:9ccs2611:E Codes: Natural/environment | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2611:E Codes: Natural/environment:1.000 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.416 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.348 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.231 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.231 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.213 Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:-0.208 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.202 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:-0.164 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.158 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:1.000 Maternal Maternal Lab History: FOLATE-postPregnancy:0.610 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:-0.531 Maternal Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:0.464 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:0.464 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.438 Maternal Maternal Lab History: PATIENT-postPregnancy:-0.426 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:0.412 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.403 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.367 Maternal Maternal Lab History: NTQR-LOCATION ID-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: NTQR-LOCATION ID-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.332 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:-0.291 Lab:295669 BILIRUBIN DIRECT - LMC:0.239 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.211 Maternal Maternal Lab History: HCG-postPregnancy:-0.162 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.158 Maternal Maternal Lab History: POLYS-postPregnancy:-0.153 Diagnosis:9ccs219:Low birth wt:0.150 Diagnosis:9ccs251:Abdomnl pain:-0.129 Maternal Maternal Lab History: O2 SATURATION-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: O2 SATURATION-postPregnancy:1.000 Maternal Maternal Lab History: PO2-postPregnancy:0.842 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.361 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.357 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.347 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.304 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.221 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.206 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.190 Maternal Maternal Procedure History:85018-postPregnancy:-0.184 Vital: BP-avg16to19 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: PT-otherPregnancy:0.283 Maternal Maternal Lab History: INR-otherPregnancy:0.198 Maternal Maternal Procedure History:90656-otherPregnancy:0.081 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:0.074 Maternal Maternal Lab History: PTT-otherPregnancy:0.073 Newborn Diagnosis:9ccs256:Exam/eval:0.073 Maternal Maternal Lab History: RBC-otherPregnancy:0.069 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.066 Diagnosis:9ccs136:Teeth dx:0.065 Diagnosis:9ccs217:Ot cong anom:0.063 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:-0.250 Maternal Maternal Lab History: PTT-otherPregnancy:-0.222 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:-0.220 Maternal Maternal Lab History: PTT-postPregnancy:0.211 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.211 Maternal Maternal Lab History: INR-otherPregnancy:-0.210 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:-0.204 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:0.192 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:-0.192 Maternal Diagnosis:9ccs121:Oth vein dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs197:Skin infectn:1.000 Maternal Diagnosis:9ccs199:Ulcer skin:1.000 Maternal Diagnosis:9ccs121:Oth vein dx:1.000 Maternal Diagnosis:9ccs2:Septicemia:0.707 Maternal Diagnosis:9ccs253:Allergy:0.500 Maternal Diagnosis:9ccs211:Ot conn tiss:0.377 Newborn Diagnosis:9ccs256:Exam/eval:0.097 Diagnosis:9ccs256:Exam/eval:0.081 Newborn Diagnosis:9ccs222:Perint jaund:0.070 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.061 Vital: HC Percentile-gain16to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:0.175 Diagnosis:9ccs95:Oth nerv dx:0.119 Diagnosis:9ccs138:Esophgeal dx:0.095 Diagnosis:9ccs224:Ot perint dx:0.094 Diagnosis:9ccs217:Ot cong anom:0.073 Diagnosis:9ccs94:Other ear dx:0.067 Maternal Diagnosis:9ccs191:Amnios dx:0.067 Diagnosis:9ccs134:Ot uppr resp:0.066 Diagnosis:9ccs113:Late eff CVD:0.066 Diagnosis:9ccs4:Mycoses:0.064 Maternal Maternal Lab History: RET %-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: RET ABS-postPregnancy:1.000 Maternal Maternal Lab History: RET %-postPregnancy:1.000 Maternal Maternal Procedure History:97530-postPregnancy:0.577 Maternal Maternal Procedure History:97112-postPregnancy:-0.530 Maternal Maternal Procedure History:20550-postPregnancy:-0.500 Maternal Maternal Procedure History:J3301-postPregnancy:-0.500 Maternal Maternal Procedure History:97035-postPregnancy:-0.500 Maternal Maternal Procedure History:97110-postPregnancy:-0.493 Maternal Maternal Procedure History:97140-postPregnancy:0.474 Maternal Maternal Lab History: IRON-postPregnancy:-0.472 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:1.000 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:1.000 Maternal Maternal Lab History: VARICELLA IGM-postPregnancy:0.740 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:-0.288 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.238 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:-0.223 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:-0.223 Maternal Maternal Lab History: HEPATITIS B DNA-postPregnancy:-0.223 Maternal Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:-0.223 Maternal Maternal Lab History: ALT-postPregnancy:0.217 Maternal Maternal Lab History: Peanut IgE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: Oak Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Birch Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Cottonwood Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Peanut IgE-postPregnancy:1.000 Maternal Maternal Lab History: Maple Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Walnut Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Elm Tree IgE-postPregnancy:1.000 Maternal Maternal Procedure History:90649-postPregnancy:-0.231 Maternal Maternal Procedure History:90471-postPregnancy:-0.224 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.169 Maternal Maternal Lab History: FOLATE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: FOLATE-postPregnancy:1.000 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:0.610 Maternal Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:0.607 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:0.607 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.542 Maternal Maternal Lab History: FREE T-4-postPregnancy:0.323 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:-0.238 Maternal Maternal Procedure History:97530-postPregnancy:0.210 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.196 Maternal Maternal Procedure History:97112-postPregnancy:-0.193 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.667 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.667 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.655 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.408 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.392 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.365 Lab:292147 TSH - Sunrise:-0.307 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.262 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.236 Maternal Diagnosis:9ccs197:Skin infectn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs197:Skin infectn:1.000 Maternal Diagnosis:9ccs199:Ulcer skin:1.000 Maternal Diagnosis:9ccs121:Oth vein dx:1.000 Maternal Diagnosis:9ccs2:Septicemia:0.707 Maternal Diagnosis:9ccs253:Allergy:0.500 Maternal Diagnosis:9ccs211:Ot conn tiss:0.377 Newborn Diagnosis:9ccs256:Exam/eval:0.097 Diagnosis:9ccs256:Exam/eval:0.081 Newborn Diagnosis:9ccs222:Perint jaund:0.070 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.061 Maternal Maternal Lab History: TOXOPLASMA IGG-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: TOXOPLASMA IGG-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs61:Sickle cell-otherPregnancy:0.475 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.475 Maternal Maternal Lab History: HEMOGLOBIN S-otherPregnancy:0.475 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.354 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.248 Maternal Maternal Lab History: eGFR-postPregnancy:-0.213 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:-0.172 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.170 Maternal Vital: Ht Percentile-otherPregnancy:-0.166 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:1.000 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.769 Maternal Maternal Lab History: A/G-otherPregnancy:-0.546 Maternal Maternal Procedure History:81025-otherPregnancy:0.472 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:-0.432 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.390 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.364 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.352 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.327 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.289 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.770 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.534 Diagnosis:9ccs120:Hemmorhoids:-0.534 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.390 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.390 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.382 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.336 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy:-0.335 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.317 Diagnosis:9ccs204:Ot joint dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs204:Ot joint dx:1.000 Lab:294147 FREE T4 - LMC:-0.434 Lab:294205 TSH REFLEX TO FT4 - LMC:0.350 Maternal Maternal Lab History: PT-otherPregnancy:-0.287 Diagnosis:9ccs211:Ot conn tiss:0.255 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.225 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:0.205 Maternal Maternal Lab History: LDH-otherPregnancy:0.191 Maternal Maternal Lab History: 2 HOUR-postPregnancy:-0.179 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:-0.162 Maternal Maternal Lab History: Walnut Tree IgE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: Peanut IgE-postPregnancy:1.000 Maternal Maternal Lab History: Maple Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Elm Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Walnut Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Cottonwood Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Birch Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Oak Tree IgE-postPregnancy:1.000 Maternal Maternal Procedure History:90649-postPregnancy:-0.231 Maternal Maternal Procedure History:90471-postPregnancy:-0.224 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.169 Maternal Maternal Lab History: PAPP-A-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: PAPP-A-otherPregnancy:1.000 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.721 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.696 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.660 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.577 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.402 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.362 Maternal Maternal Lab History: FERRITIN-otherPregnancy:0.359 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.330 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.300 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:0.487 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:-0.482 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:0.327 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.271 Maternal Vital: BMI Percentile-otherPregnancy:0.253 Maternal Maternal Lab History: WBC-otherPregnancy:0.234 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.204 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.189 Maternal Maternal Lab History: IRON-otherPregnancy:0.188 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:1.000 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.869 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.696 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.660 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.622 Maternal Maternal Lab History: HCG-otherPregnancy:0.539 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.535 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.505 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.390 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.366 Maternal Maternal Lab History: MUMPS IGG-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: MUMPS IGG-postPregnancy:1.000 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:0.327 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.267 Maternal Vital: BMI Percentile-postPregnancy:-0.198 Maternal Maternal Lab History: BUN-postPregnancy:-0.190 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.188 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.158 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.151 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:-0.149 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.124 Maternal Maternal Lab History: Cottonwood Tree IgE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: Cottonwood Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Peanut IgE-postPregnancy:1.000 Maternal Maternal Lab History: Maple Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Walnut Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Elm Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Birch Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Oak Tree IgE-postPregnancy:1.000 Maternal Maternal Procedure History:90649-postPregnancy:-0.231 Maternal Maternal Procedure History:90471-postPregnancy:-0.224 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.169 Diagnosis:9ccs238:Complic proc | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs238:Complic proc:1.000 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.541 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.517 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.487 Lab:306854 PLATELET COUNT - Sunrise:0.413 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.412 Maternal Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:-0.409 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.409 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.407 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.387 Diagnosis:9ccs6:Hepatitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs6:Hepatitis:1.000 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:-0.220 Maternal Diagnosis:9ccs6:Hepatitis:0.216 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:-0.195 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:-0.183 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.177 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:-0.129 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.118 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.114 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.108 Maternal Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:1.000 Maternal Maternal Procedure History:J1055-postPregnancy:-0.381 Maternal Vital: SpO2-otherPregnancy:-0.354 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:-0.354 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.348 Maternal Vital: PL-otherPregnancy:0.195 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.173 Maternal Maternal Lab History: RUBELLA-postPregnancy:-0.163 Maternal Maternal Lab History: POTASSIUM-postPregnancy:-0.153 Maternal Maternal Lab History: ANION GAP-otherPregnancy:-0.153 Maternal Maternal Lab History: URIC ACID-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: URIC ACID-otherPregnancy:1.000 Maternal Maternal Lab History: PT-otherPregnancy:-0.735 Maternal Maternal Lab History: MAGNESIUM-otherPregnancy:-0.549 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:-0.479 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.434 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.397 Maternal Maternal Lab History: INR-otherPregnancy:-0.387 Maternal Maternal Lab History: AST-otherPregnancy:-0.384 Maternal Maternal Procedure History:93005-otherPregnancy:0.348 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.343 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:1.000 Maternal Maternal Lab History: MUMPS IGG-postPregnancy:0.327 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.295 Maternal Vital: BMI Percentile-postPregnancy:-0.173 Maternal Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:-0.172 Maternal Maternal Procedure History:81000-postPregnancy:-0.147 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:-0.133 Maternal Maternal Lab History: SODIUM-otherPregnancy:0.114 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.114 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.085 Vital: HC Percentile-avg16to19 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs96:Hrt valve dx:0.059 Diagnosis:9ccs122:Pneumonia:0.057 Maternal Diagnosis:9ccs186:DM in preg:-0.054 Diagnosis:9ccs128:Asthma:-0.053 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.051 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.051 Diagnosis:9ccs198:Ot infl skin:-0.049 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.048 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.040 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.040 Maternal Maternal Lab History: MONOCYTE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: MONOCYTE-otherPregnancy:1.000 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.697 Maternal Maternal Lab History: IRON-otherPregnancy:0.618 Maternal Maternal Lab History: BASOPHIL-otherPregnancy:0.294 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.275 Maternal Maternal Lab History: FERRITIN-otherPregnancy:0.267 Maternal Maternal Lab History: MAGNESIUM-otherPregnancy:0.249 Maternal Vital: BMI Percentile-otherPregnancy:0.241 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.185 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.176 Maternal Maternal Lab History: A/G RATIO-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:-1.000 Maternal Maternal Lab History: A/G RATIO-postPregnancy:1.000 Maternal Maternal Procedure History:90801-postPregnancy:-0.645 Maternal Maternal Lab History: TSH-postPregnancy:-0.500 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.500 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.500 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.496 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.485 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:0.412 Maternal Maternal Lab History: T-3(Total)-postPregnancy:0.350 Diagnosis:9ccs51:Ot endo dsor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs51:Ot endo dsor:1.000 Diagnosis:9ccs243:Poisn nonmed:0.148 Newborn Diagnosis:9ccs215:gu cong anom:0.135 Diagnosis:9ccs143:Abdom hernia:0.114 Maternal Diagnosis:9ccs60:Acut p-h anm:0.105 Diagnosis:9ccs215:gu cong anom:0.101 Diagnosis:9ccs165:Inf male gen:0.065 Maternal Diagnosis:9ccs185:Long pregncy:0.057 Diagnosis:9ccs159:UTI:0.053 Diagnosis:9ccs155:Other GI dx:0.052 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:1.000 Maternal Maternal Lab History: PAPP-A-otherPregnancy:-0.660 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.660 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.499 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.453 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.411 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.307 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:0.300 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.248 Maternal Vital: BP-otherPregnancy:0.246 Vital: BMI Percentile-gain10to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs208:Acq foot def:-0.268 Diagnosis:9ccs159:UTI:-0.088 Diagnosis:9ccs259:Unclassified:-0.068 Diagnosis:9ccs127:COPD:-0.067 Maternal Diagnosis:9ccs176:Contraceptiv:0.060 Diagnosis:9ccs91:Other eye dx:0.059 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.052 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.052 MatDeliveryAge:0.048 Diagnosis:9ccs10:Immuniz/scrn:0.044 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:1.000 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.746 Maternal Maternal Lab History: HCG-otherPregnancy:0.693 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.656 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.622 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.424 Maternal Maternal Lab History: FERRITIN-otherPregnancy:0.416 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.362 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.351 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.349 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:1.000 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.862 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.833 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.583 Maternal Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:-0.536 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.474 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.461 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:-0.441 Maternal Maternal Lab History: FREE T-4-otherPregnancy:0.374 Maternal Maternal Lab History: LDL-otherPregnancy:-0.373 Newborn Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs161:Ot dx kidney:1.000 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.407 Diagnosis:9ccs161:Ot dx kidney:0.218 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.218 Diagnosis:9ccs163:Other GU dx:0.202 Newborn Diagnosis:9ccs215:gu cong anom:0.197 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.152 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:-0.123 Diagnosis:9ccs247:Lymph enlarg:0.120 Maternal Maternal Procedure History:36415-postPregnancy:0.117 Maternal Maternal Lab History: GLOBULIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: GLOBULIN-otherPregnancy:1.000 Maternal Maternal Lab History: A/G-otherPregnancy:-0.780 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.606 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.327 Maternal Maternal Lab History: LEAD LEVEL-otherPregnancy:0.314 Maternal Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:-0.292 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy:-0.286 Maternal Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.271 Maternal Vital: BMI Percentile-otherPregnancy:-0.247 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.229 Maternal Vital: SpO2-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Vital: SpO2-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:-0.446 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:-0.420 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:-0.408 Maternal Maternal Lab History: VLDL-otherPregnancy:-0.408 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.379 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:-0.373 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy:-0.354 Maternal Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:-0.354 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:0.354 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:1.000 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.852 Diagnosis:9ccs120:Hemmorhoids:0.852 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.770 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.623 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.623 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.506 Maternal Maternal Procedure History:81025-otherPregnancy:0.470 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.397 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.395 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.506 Correlated most with: Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:1.000 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.371 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.357 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.352 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.313 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.290 Maternal Maternal Lab History: VLDL-postPregnancy:0.288 Maternal Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:0.287 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.280 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.273 Lab:292147 TSH - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Lab:292147 TSH - Sunrise:1.000 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.723 Maternal Diagnosis:9ccs50:DiabMel w/cm:-0.376 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.366 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:-0.307 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:0.201 Maternal Diagnosis:9ccs98:HTN:-0.188 Newborn Diagnosis:9ccs221:Resp distres:-0.181 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.175 Diagnosis:9ccs48:Thyroid dsor:0.175 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:1.000 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:1.000 Maternal Maternal Lab History: VARICELLA IGM-postPregnancy:0.740 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:-0.285 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.235 Maternal Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:-0.221 Maternal Maternal Lab History: HEPATITIS B DNA-postPregnancy:-0.221 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:-0.221 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:-0.221 Maternal Maternal Lab History: ALT-postPregnancy:0.216 Maternal Maternal Lab History: TSH-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: TSH-postPregnancy:1.000 Maternal Maternal Procedure History:90801-postPregnancy:0.645 Maternal Maternal Lab History: LH-postPregnancy:0.565 Maternal Maternal Lab History: PROGESTERONE-postPregnancy:-0.500 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:-0.500 Maternal Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:0.500 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.500 Maternal Maternal Lab History: A/G RATIO-postPregnancy:-0.500 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.496 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.485 Maternal Maternal Diagnosis:10ccs259:Unclassified-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.833 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.685 Maternal Maternal Lab History: MONOS-otherPregnancy:0.387 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.357 Maternal Maternal Procedure History:97803-otherPregnancy:-0.354 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.316 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.265 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.260 Diagnosis:9ccs64:Ot hematl dx:0.241 Lab:294199 BILIRUBIN SCAN - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Lab:294199 BILIRUBIN SCAN - LMC:1.000 Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:-0.727 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.517 Maternal Diagnosis:9ccs50:DiabMel w/cm:-0.485 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.458 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.404 Maternal Maternal Lab History: FREE T3-postPregnancy:-0.388 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.334 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:-0.325 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.288 Maternal Maternal Procedure History:45300-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:45300-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.612 Newborn Diagnosis:9ccs68:Senil/org mn:0.548 Newborn Diagnosis:9ccs95:Oth nerv dx:0.388 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.195 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.180 Maternal Vital: Wt Change-postPregnancy:0.177 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.175 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.157 Maternal Diagnosis:9ccs59:Anemia:0.122 Newborn Diagnosis:9ccs220:Birth asphyx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs220:Birth asphyx:1.000 Maternal Diagnosis:9ccs182:Hemorr preg:0.217 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.099 Newborn Diagnosis:9ccs94:Other ear dx:-0.098 Maternal Diagnosis:9ccs187:Malposition:0.096 Maternal Diagnosis:9ccs192:Umbil cord:0.078 Diagnosis:9ccs257:Ot aftercare:0.027 Maternal Diagnosis:9ccs195:Ot compl bir:0.026 Newborn Diagnosis:9ccs224:Ot perint dx:0.026 Diagnosis:9ccs92:Otitis media:0.026 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:1.000 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.349 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.318 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:-0.313 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.311 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.295 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:-0.261 Lab:306617 OCCULT BLOOD TEST (FECAL):0.249 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:-0.225 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.211 Maternal Maternal Diagnosis:9ccs208:Acq foot def-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs208:Acq foot def-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN S-otherPregnancy:0.500 Maternal Maternal Diagnosis:9ccs61:Sickle cell-otherPregnancy:0.500 Maternal Maternal Lab History: eGFR-postPregnancy:0.485 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.216 Maternal Vital: Wt Percentile-otherPregnancy:0.208 Maternal Maternal Lab History: ESTRIOL-postPregnancy:-0.194 Maternal Vital: Wt Percentile-postPregnancy:0.159 Maternal Maternal Lab History: BASOPHIL-otherPregnancy:0.149 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.135 Maternal Maternal Lab History: Elm Tree IgE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: Peanut IgE-postPregnancy:1.000 Maternal Maternal Lab History: Cottonwood Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Walnut Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Birch Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Maple Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Oak Tree IgE-postPregnancy:1.000 Maternal Maternal Lab History: Elm Tree IgE-postPregnancy:1.000 Maternal Maternal Procedure History:90649-postPregnancy:-0.231 Maternal Maternal Procedure History:90471-postPregnancy:-0.224 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.169 Diagnosis:9ccs229:Fx arm | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs229:Fx arm:1.000 Diagnosis:9ccs231:Oth fracture:0.332 Diagnosis:9ccs147:Anal/rectal:0.141 Diagnosis:9ccs83:Epilepsy/cnv:0.119 Newborn Diagnosis:9ccs223:Birth trauma:0.103 Diagnosis:9ccs258:Other screen:0.090 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.089 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.089 Diagnosis:9ccs134:Ot uppr resp:0.081 Diagnosis:9ccs165:Inf male gen:0.078 Maternal Maternal Lab History: PROGESTERONE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: PROGESTERONE-postPregnancy:1.000 Maternal Maternal Lab History: LH-postPregnancy:-0.565 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.539 Maternal Maternal Lab History: TSH-postPregnancy:-0.500 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.500 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.494 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.378 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.323 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.317 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:-0.284 Diagnosis:9ccs115:Aneurysm | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs115:Aneurysm:1.000 Diagnosis:9ccs161:Ot dx kidney:0.154 Diagnosis:9ccs213:Cardiac anom:0.132 Diagnosis:9ccs137:Mouth dx:0.103 Diagnosis:9ccs136:Teeth dx:0.085 Diagnosis:9ccs96:Hrt valve dx:0.076 Maternal Diagnosis:9ccs191:Amnios dx:0.074 MatDeliveryAge:0.068 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.040 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.040 Maternal Maternal Procedure History:97530-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Procedure History:97530-postPregnancy:1.000 Maternal Maternal Procedure History:97112-postPregnancy:-0.879 Maternal Maternal Procedure History:97110-postPregnancy:-0.687 Maternal Maternal Procedure History:97001-postPregnancy:-0.655 Maternal Maternal Procedure History:97140-postPregnancy:0.639 Maternal Maternal Procedure History:20550-postPregnancy:-0.577 Maternal Maternal Procedure History:97035-postPregnancy:-0.577 Maternal Maternal Procedure History:J3301-postPregnancy:-0.577 Maternal Maternal Lab History: RET ABS-postPregnancy:0.577 Maternal Maternal Lab History: RET %-postPregnancy:0.577 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:1.000 Maternal Maternal Lab History: eGFR-postPregnancy:-0.352 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:0.317 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.252 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.233 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.205 Diagnosis:9ccs204:Ot joint dx:0.205 Maternal Maternal Procedure History:86703-postPregnancy:-0.193 Maternal Maternal Procedure History:99000-postPregnancy:-0.178 Maternal Maternal Lab History: PT-otherPregnancy:0.170 Newborn Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs62:Coag/hemr dx:1.000 Newborn Diagnosis:9ccs216:Nerv cong an:0.577 Diagnosis:9ccs62:Coag/hemr dx:0.353 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.333 Diagnosis:9ccs216:Nerv cong an:0.288 Diagnosis:9ccs55:Fluid/elc dx:0.276 Newborn Diagnosis:9ccs213:Cardiac anom:0.257 Diagnosis:9ccs83:Epilepsy/cnv:0.212 Lab:295669 BILIRUBIN DIRECT - LMC:-0.188 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.126 Maternal Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.548 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.500 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.408 Maternal Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:0.354 Maternal Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.354 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.301 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.261 Maternal Maternal Procedure History:93005-otherPregnancy:0.239 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.236 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:1.000 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.594 Diagnosis:9ccs120:Hemmorhoids:-0.594 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.506 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.490 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:-0.488 Maternal Maternal Lab History: VLDL-otherPregnancy:-0.484 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.448 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.447 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.433 Maternal Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs55:Fluid/elc dx:1.000 Maternal Diagnosis:9ccs72:Anxiety dx:0.577 Maternal Diagnosis:9ccs102:Chest pain:0.577 Diagnosis:9ccs61:Sickle cell:0.287 Maternal Diagnosis:9ccs74:Ot mentl cnd:0.216 Maternal Diagnosis:9ccs7:Viral infect:0.202 Maternal Diagnosis:9ccs48:Thyroid dsor:0.171 Maternal Diagnosis:9ccs168:PID:0.129 Maternal Diagnosis:9ccs106:Dysrhythmia:0.122 Diagnosis:9ccs8:Oth infectns:0.122 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.630 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.618 Maternal Maternal Lab History: VLDL-otherPregnancy:0.618 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.565 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:-0.535 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.511 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.460 Maternal Vital: SpO2-otherPregnancy:-0.379 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.373 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:0.833 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.685 Maternal Maternal Lab History: MONOS-otherPregnancy:0.416 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.357 Maternal Maternal Procedure History:97803-otherPregnancy:-0.354 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.346 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.329 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.316 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.250 Diagnosis:9ccs228:Fx skull fac | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs228:Fx skull fac:1.000 Diagnosis:9ccs231:Oth fracture:0.407 Maternal Diagnosis:9ccs176:Contraceptiv:0.049 Diagnosis:9ccs113:Late eff CVD:0.046 Diagnosis:9ccs257:Ot aftercare:0.038 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.037 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.037 Diagnosis:9ccs92:Otitis media:0.036 Maternal Diagnosis:9ccs189:Prev c-sectn:0.033 Diagnosis:9ccs253:Allergy:-0.033 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.730 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.674 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.577 Maternal Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.577 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.566 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:-0.402 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.382 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.372 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy:-0.333 Maternal Maternal Lab History: 3 HOUR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: 3 HOUR-postPregnancy:1.000 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.514 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.399 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:-0.364 Maternal Maternal Procedure History:93005-otherPregnancy:-0.320 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:0.315 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.315 Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:0.315 Maternal Maternal Procedure History:93005-postPregnancy:-0.253 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.244 Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs2620:E Codes: Unspecified:1.000 Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:1.000 Newborn Diagnosis:9ccs229:Fx arm:1.000 Diagnosis:9ccs223:Birth trauma:0.217 Maternal Diagnosis:9ccs128:Asthma:0.175 Diagnosis:9ccs165:Inf male gen:0.142 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:0.131 Maternal Maternal Lab History: URINE PH-postPregnancy:-0.116 Maternal Vital: Wt Change-postPregnancy:-0.107 Maternal Maternal Lab History: BUN-postPregnancy:-0.104 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.738 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.730 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.632 Maternal Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.632 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.623 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.444 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.377 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.361 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.315 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.408 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.408 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.408 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.401 Maternal Maternal Lab History: MAGNESIUM-otherPregnancy:0.354 Maternal Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:0.354 Maternal Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:-0.354 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.329 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.315 Maternal Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs95:Oth nerv dx:1.000 Maternal Diagnosis:9ccs211:Ot conn tiss:0.266 Lab:295669 BILIRUBIN DIRECT - LMC:-0.133 Diagnosis:9ccs95:Oth nerv dx:0.098 Lab:294203 BILIRUBIN TOTAL - LMC:-0.071 Diagnosis:9ccs96:Hrt valve dx:0.048 Diagnosis:9ccs239:Superfic inj:0.047 Diagnosis:9ccs151:Oth liver dx:0.046 Diagnosis:9ccs128:Asthma:0.041 Diagnosis:9ccs74:Ot mentl cnd:0.040 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:1.000 Maternal Maternal Procedure History:90801-postPregnancy:0.627 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:-0.485 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.485 Maternal Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:0.485 Maternal Maternal Lab History: TSH-postPregnancy:0.485 Maternal Maternal Lab History: A/G RATIO-postPregnancy:-0.485 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.439 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.438 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.424 Diagnosis:9ccs230:Fx leg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs230:Fx leg:1.000 Maternal Diagnosis:9ccs259:Unclassified:0.199 Diagnosis:9ccs244:Other injury:0.139 Diagnosis:9ccs138:Esophgeal dx:0.111 Diagnosis:9ccs166:Oth male gen:0.102 Diagnosis:9ccs127:COPD:0.089 Diagnosis:9ccs217:Ot cong anom:0.082 Diagnosis:9ccs96:Hrt valve dx:0.076 Diagnosis:9ccs94:Other ear dx:0.074 Diagnosis:9ccs134:Ot uppr resp:0.074 Maternal Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:1.000 Maternal Maternal Lab History: LEAD LEVEL-postPregnancy:0.866 Maternal Vital: Wt Percentile-otherPregnancy:-0.253 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.214 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.214 Maternal Vital: Ht Percentile-otherPregnancy:-0.209 Maternal Maternal Diagnosis:9ccs244:Other injury-postPregnancy:-0.204 Maternal Vital: Ht Percentile-postPregnancy:-0.187 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.185 Maternal Vital: Wt Percentile-postPregnancy:-0.147 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:1.000 Maternal Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:-0.469 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:-0.469 Maternal Maternal Lab History: IRON-postPregnancy:-0.425 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.407 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.347 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.300 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:-0.271 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.211 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.192 Maternal Maternal Lab History: IRON-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: IRON-otherPregnancy:1.000 Maternal Maternal Lab History: FERRITIN-otherPregnancy:0.746 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.618 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.310 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.306 Maternal Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.302 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.302 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.282 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.275 Maternal Maternal Lab History: IRON-postPregnancy:0.273 Maternal Maternal Procedure History:90801-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Procedure History:90801-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.645 Maternal Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:0.645 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:-0.645 Maternal Maternal Lab History: TSH-postPregnancy:0.645 Maternal Maternal Lab History: A/G RATIO-postPregnancy:-0.645 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.633 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.627 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.452 Maternal Maternal Lab History: UIBC-postPregnancy:-0.423 Maternal Maternal Lab History: LEAD LEVEL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: LEAD LEVEL-otherPregnancy:1.000 Maternal Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:-0.613 Maternal Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.533 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.485 Maternal Maternal Lab History: A/G-otherPregnancy:-0.471 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.371 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.335 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.314 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.275 Maternal Maternal Procedure History:97014-postPregnancy:0.254 Newborn Diagnosis:9ccs162:Ot dx bladdr | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs162:Ot dx bladdr:1.000 Diagnosis:9ccs161:Ot dx kidney:0.154 Newborn Diagnosis:9ccs215:gu cong anom:0.139 Diagnosis:9ccs159:UTI:0.120 Maternal Diagnosis:9ccs187:Malposition:0.096 Maternal Diagnosis:9ccs191:Amnios dx:0.074 MatDeliveryAge:-0.043 Diagnosis:9ccs135:Intest infct:0.039 Diagnosis:9ccs125:Bronchitis:0.039 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.033 Diagnosis:9ccs232:Sprain | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs232:Sprain:1.000 Lab:297280 GLUCOSE REAGENT STRIP:0.500 Diagnosis:9ccs246:FUO:0.315 Maternal Vital: Temp-otherPregnancy:-0.233 Diagnosis:9ccs3:Oth bact inf:0.211 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.178 Diagnosis:9ccs240:Burns:0.152 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:-0.140 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:-0.129 Maternal Maternal Lab History: WBC-postPregnancy:0.125 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:1.000 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.998 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.963 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.609 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.539 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.460 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.441 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.422 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.329 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.318 Maternal Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:1.000 Diagnosis:9ccs109:Acute CVD:-0.707 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.577 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.500 Maternal Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.500 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.354 Maternal Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:0.354 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.333 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.269 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.244 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:1.000 Maternal Vital: SpO2-otherPregnancy:-0.446 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.241 Maternal Vital: HR-otherPregnancy:0.191 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.175 Maternal Vital: RR-otherPregnancy:-0.143 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.141 Maternal Diagnosis:9ccs188:Pelvic obstr:0.138 Maternal Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:-0.137 Maternal Maternal Diagnosis:9ccs244:Other injury-postPregnancy:-0.134 Lab:294048 STOOL CULTURE - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:294048 STOOL CULTURE - LMC:1.000 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.383 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.310 Diagnosis:9ccs153:GI hemorrhag:0.178 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.161 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.158 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.155 Diagnosis:9ccs154:Gastroent:0.139 Maternal Maternal Lab History: eGFR-otherPregnancy:-0.129 Maternal Maternal Lab History: RDW-otherPregnancy:-0.127 Maternal Maternal Lab History: BUN/CREATININE RATIO-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: A/G RATIO-postPregnancy:-1.000 Maternal Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:1.000 Maternal Maternal Procedure History:90801-postPregnancy:0.645 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.500 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:-0.500 Maternal Maternal Lab History: TSH-postPregnancy:0.500 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.496 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.485 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:-0.412 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.350 Maternal Diagnosis:9ccs180:Ectopic preg | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs180:Ectopic preg:1.000 Diagnosis:9ccs137:Mouth dx:0.103 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.103 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.103 Newborn Diagnosis:9ccs219:Low birth wt:0.095 Maternal Diagnosis:9ccs184:Early labor:0.091 Diagnosis:9ccs59:Anemia:0.070 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.070 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.069 Diagnosis:9ccs222:Perint jaund:0.062 Diagnosis:9ccs188:Pelvic obstr | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs188:Pelvic obstr:1.000 Diagnosis:9ccs242:Poisn ot med:0.315 Diagnosis:9ccs123:Influenza:0.184 Newborn Diagnosis:9ccs223:Birth trauma:0.184 Diagnosis:9ccs124:Tonsillitis:0.130 Diagnosis:9ccs137:Mouth dx:0.103 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.103 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.103 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.076 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.076 Maternal Maternal Diagnosis:9ccs225:Joint injury-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs225:Joint injury-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.303 Maternal Diagnosis:9ccs211:Ot conn tiss:0.268 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:-0.150 Maternal Vital: RR-postPregnancy:0.149 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.132 Maternal Maternal Lab History: WEIGHT-postPregnancy:-0.108 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:-0.104 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.089 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.081 Maternal Maternal Procedure History:97112-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:97112-postPregnancy:1.000 Maternal Maternal Procedure History:97530-postPregnancy:-0.879 Maternal Maternal Procedure History:97110-postPregnancy:0.672 Maternal Maternal Procedure History:97001-postPregnancy:0.601 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.574 Maternal Maternal Procedure History:J3301-postPregnancy:0.530 Maternal Maternal Procedure History:20550-postPregnancy:0.530 Maternal Maternal Lab History: RET ABS-postPregnancy:-0.530 Maternal Maternal Procedure History:97035-postPregnancy:0.530 Maternal Maternal Lab History: RET %-postPregnancy:-0.530 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:1.000 Maternal Maternal Lab History: HEPATITIS B DNA-postPregnancy:0.645 Maternal Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:0.645 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:0.645 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.645 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.396 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:-0.288 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:-0.285 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:-0.259 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.244 Maternal Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs133:Oth low resp:1.000 Diagnosis:9ccs75:Hx mental dx:0.315 Maternal Diagnosis:9ccs187:Malposition:0.136 Diagnosis:9ccs91:Other eye dx:0.108 Diagnosis:9ccs95:Oth nerv dx:0.098 Diagnosis:9ccs244:Other injury:0.096 Newborn Diagnosis:9ccs259:Unclassified:0.079 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.066 Newborn Diagnosis:9ccs94:Other ear dx:-0.065 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.063 Maternal Maternal Procedure History:92551-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:92551-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.423 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.416 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.410 Maternal Maternal Procedure History:85018-postPregnancy:0.342 Maternal Maternal Procedure History:87880-postPregnancy:0.316 Maternal Vital: SpO2-postPregnancy:-0.311 Maternal Maternal Procedure History:90471-postPregnancy:0.299 Maternal Maternal Lab History: GTT 90 MIN-postPregnancy:-0.293 Maternal Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:-0.277 Maternal Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:1.000 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.728 Maternal Maternal Lab History: LEAD LEVEL-otherPregnancy:-0.613 Maternal Maternal Diagnosis:10ccs205:Back problem-postPregnancy:-0.575 Maternal Maternal Lab History: A/G-otherPregnancy:0.519 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.400 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.353 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.353 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.350 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.344 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:1.000 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.992 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.764 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.357 Maternal Maternal Lab History: PTT-postPregnancy:0.325 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.284 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:-0.269 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:-0.218 Maternal Maternal Lab History: PT-postPregnancy:0.195 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.150 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:-0.315 Maternal Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:-0.297 Maternal Maternal Lab History: LEAD LEVEL-otherPregnancy:0.275 Maternal Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.258 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.246 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.235 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.225 Maternal Maternal Lab History: POLYS-otherPregnancy:0.200 Maternal Maternal Lab History: T-4-postPregnancy:-0.195 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:1.000 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.555 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:0.539 Maternal Maternal Lab History: PROGESTERONE-postPregnancy:-0.539 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.418 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:-0.408 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.398 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:-0.378 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.301 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.286 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:1.000 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.967 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.963 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.632 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.563 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.467 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.439 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.427 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.342 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.330 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:1.000 Diagnosis:9ccs109:Acute CVD:-0.707 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.632 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.584 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.577 Maternal Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:0.500 Maternal Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.500 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.490 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.333 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.330 Maternal Maternal Lab History: LH-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: LH-postPregnancy:1.000 Maternal Maternal Lab History: TSH-postPregnancy:0.565 Maternal Maternal Lab History: PROGESTERONE-postPregnancy:-0.565 Maternal Maternal Lab History: AFP-postPregnancy:-0.225 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:-0.146 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.113 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.112 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.102 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.094 Maternal Maternal Lab History: MPV-postPregnancy:0.090 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:1.000 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.764 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.728 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.700 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:0.577 Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.500 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.500 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.484 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.389 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:-0.378 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.335 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.333 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.286 Maternal Maternal Procedure History:76830-postPregnancy:-0.259 Maternal Vital: BMI-postPregnancy:0.197 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.187 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.177 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.163 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:-0.160 Newborn Diagnosis:9ccs106:Dysrhythmia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs106:Dysrhythmia:1.000 Diagnosis:9ccs117:Ot circul dx:0.222 Diagnosis:9ccs113:Late eff CVD:0.073 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.051 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.051 Diagnosis:9ccs10:Immuniz/scrn:-0.050 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.049 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.049 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.047 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.047 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:0.596 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.455 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.455 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.364 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:-0.329 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:-0.298 Maternal Maternal Lab History: VLDL-otherPregnancy:-0.298 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.276 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.273 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.577 Maternal Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:0.577 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.440 Maternal Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:0.408 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.408 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.365 Maternal Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:-0.336 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.289 Maternal Maternal Lab History: LACTIC ACID-postPregnancy:-0.289 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.508 Correlated most with: Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.861 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.626 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.599 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.565 Lab:306854 PLATELET COUNT - Sunrise:0.479 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.477 Maternal Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:-0.473 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.471 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.387 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:1.000 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.992 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.834 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.361 Maternal Maternal Lab History: PTT-postPregnancy:-0.333 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.260 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.253 Maternal Maternal Lab History: PT-postPregnancy:-0.194 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:0.181 Diagnosis:9ccs89:Blindness:0.155 Diagnosis:9ccs52:Nutrit defic | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs52:Nutrit defic:1.000 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.354 Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:0.296 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.258 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.236 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.199 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.197 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.172 Maternal Maternal Lab History: eGFR-postPregnancy:0.169 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.162 Maternal Maternal Lab History: LEAD LEVEL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: LEAD LEVEL-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.866 Maternal Vital: Wt Percentile-otherPregnancy:-0.293 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.248 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.247 Maternal Vital: Ht Percentile-otherPregnancy:-0.242 Maternal Maternal Diagnosis:9ccs244:Other injury-postPregnancy:-0.236 Maternal Vital: Ht Percentile-postPregnancy:-0.216 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.213 Maternal Maternal Lab History: LEAD LEVEL-otherPregnancy:-0.185 Diagnosis:9ccs142:Appendicitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs142:Appendicitis:1.000 Maternal Maternal Lab History: GTT 90 MIN-postPregnancy:0.851 Maternal Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:0.681 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.387 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.270 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.247 Maternal Maternal Lab History: PT-postPregnancy:-0.187 Maternal Maternal Lab History: INR-postPregnancy:-0.184 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.177 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:-0.174 Maternal Maternal Procedure History:97014-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Procedure History:97014-postPregnancy:1.000 Maternal Maternal Procedure History:97140-postPregnancy:0.604 Maternal Maternal Procedure History:97110-postPregnancy:0.373 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.295 Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:-0.292 Lab:294199 BILIRUBIN SCAN - LMC:0.283 Maternal Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:-0.275 Maternal Maternal Lab History: LEAD LEVEL-otherPregnancy:0.254 Maternal Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.239 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.217 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:1.000 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.834 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.764 Maternal Maternal Lab History: PTT-postPregnancy:-0.306 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.304 Maternal Maternal Lab History: PO2-postPregnancy:0.186 Maternal Maternal Lab History: GENTAMICIN PEAK-postPregnancy:-0.180 Diagnosis:9ccs89:Blindness:0.153 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.152 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:0.147 Vital: BMI Percentile-avg10to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs208:Acq foot def:0.268 Diagnosis:9ccs159:UTI:0.088 Diagnosis:9ccs259:Unclassified:0.068 Diagnosis:9ccs127:COPD:0.067 Maternal Diagnosis:9ccs176:Contraceptiv:-0.060 Diagnosis:9ccs91:Other eye dx:-0.059 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.052 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.052 MatDeliveryAge:-0.048 Diagnosis:9ccs10:Immuniz/scrn:-0.044 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy:1.000 Maternal Maternal Lab History: BILE ACIDS-postPregnancy:0.999 Maternal Maternal Lab History: CHOLIC ACID-postPregnancy:0.935 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.572 Maternal Maternal Procedure History:96372-otherPregnancy:0.481 Diagnosis:9ccs141:Ot dx stomch:0.150 Maternal Maternal Procedure History:90471-otherPregnancy:0.146 Maternal Maternal Lab History: APF MoM-postPregnancy:0.117 Maternal Diagnosis:9ccs182:Hemorr preg:0.109 Maternal Diagnosis:9ccs60:Acut p-h anm:0.109 Maternal Maternal Procedure History:20550-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:20550-postPregnancy:1.000 Maternal Maternal Procedure History:J3301-postPregnancy:1.000 Maternal Maternal Procedure History:97530-postPregnancy:-0.577 Maternal Maternal Procedure History:97112-postPregnancy:0.530 Maternal Maternal Procedure History:97035-postPregnancy:0.500 Maternal Maternal Lab History: RET ABS-postPregnancy:-0.500 Maternal Maternal Lab History: RET %-postPregnancy:-0.500 Maternal Maternal Procedure History:97110-postPregnancy:0.493 Maternal Maternal Procedure History:97140-postPregnancy:-0.474 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.467 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.866 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.499 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.480 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.386 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.312 Maternal Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.289 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.271 Maternal Maternal Lab History: IRON-postPregnancy:0.262 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.251 Maternal Maternal Lab History: FREE T3-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.490 Correlated most with: Maternal Maternal Lab History: FREE T3-postPregnancy:1.000 Newborn Diagnosis:9ccs104:Oth heart dx:-0.451 Newborn Diagnosis:9ccs97:Carditis:-0.451 Newborn Diagnosis:9ccs239:Superfic inj:-0.451 Maternal Maternal Lab History: FREE T-4-postPregnancy:0.446 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.409 Maternal Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.400 Lab:294199 BILIRUBIN SCAN - LMC:-0.388 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.367 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.285 Maternal Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:1.000 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:1.000 Maternal Maternal Lab History: FOLATE-postPregnancy:0.607 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:0.464 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.429 Maternal Maternal Lab History: FREE T-4-postPregnancy:0.212 Diagnosis:9ccs55:Fluid/elc dx:-0.197 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:-0.181 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.174 Maternal Maternal Lab History: LDL-postPregnancy:-0.166 Maternal Diagnosis:9ccs2:Septicemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs2:Septicemia:1.000 Maternal Diagnosis:9ccs244:Other injury:0.707 Maternal Diagnosis:9ccs121:Oth vein dx:0.707 Maternal Diagnosis:9ccs199:Ulcer skin:0.707 Maternal Diagnosis:9ccs197:Skin infectn:0.707 Maternal Diagnosis:9ccs253:Allergy:0.353 Maternal Diagnosis:9ccs211:Ot conn tiss:0.266 Diagnosis:9ccs10:Immuniz/scrn:-0.071 Newborn Diagnosis:9ccs256:Exam/eval:0.065 Diagnosis:9ccs127:COPD:0.058 Maternal Diagnosis:9ccs36:Thyroid cncr | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs36:Thyroid cncr:1.000 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.088 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.088 Diagnosis:9ccs96:Hrt valve dx:0.076 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.055 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.054 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.051 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.051 Diagnosis:9ccs10:Immuniz/scrn:-0.050 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.043 Maternal Maternal Diagnosis:9ccs122:Pneumonia-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs122:Pneumonia-otherPregnancy:1.000 Diagnosis:9ccs167:Breast dx:-0.354 Maternal Maternal Procedure History:99401-postPregnancy:0.263 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.199 Maternal Maternal Procedure History:99401-otherPregnancy:0.197 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.180 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:-0.179 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.166 Maternal Maternal Procedure History:86580-otherPregnancy:0.163 Maternal Maternal Procedure History:86703-postPregnancy:0.160 Diagnosis:9ccs235:Opn wnd head | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs235:Opn wnd head:1.000 Diagnosis:9ccs159:UTI:0.081 Newborn Diagnosis:9ccs256:Exam/eval:0.065 Maternal Diagnosis:9ccs176:Contraceptiv:0.049 Diagnosis:9ccs58:Ot nutrit dx:0.048 Diagnosis:9ccs122:Pneumonia:0.046 Diagnosis:9ccs59:Anemia:0.044 Maternal Diagnosis:9ccs186:DM in preg:0.043 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.037 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.037 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.508 Correlated most with: Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:1.000 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.563 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.543 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.539 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.473 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.439 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.390 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.304 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:-0.288 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:-0.286 Maternal Maternal Lab History: INHMOM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: INHMOM-otherPregnancy:1.000 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.955 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.775 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.756 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.736 Maternal Maternal Lab History: HCG-otherPregnancy:0.713 Maternal Maternal Lab History: INHMOM-postPregnancy:0.604 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.603 Maternal Maternal Lab History: TWIN B CRL-postPregnancy:-0.445 Maternal Maternal Lab History: TWIN B NT-postPregnancy:-0.445 Newborn Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs138:Esophgeal dx:1.000 Newborn Diagnosis:9ccs253:Allergy:0.377 Newborn Diagnosis:9ccs95:Oth nerv dx:0.353 Maternal Diagnosis:9ccs168:PID:0.228 Newborn Diagnosis:9ccs217:Ot cong anom:0.135 Newborn Diagnosis:9ccs256:Exam/eval:0.097 Diagnosis:9ccs217:Ot cong anom:0.082 Maternal Diagnosis:9ccs176:Contraceptiv:0.077 Diagnosis:9ccs91:Other eye dx:0.076 Diagnosis:9ccs96:Hrt valve dx:0.076 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.655 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.655 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.655 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.542 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.408 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.401 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.378 Maternal Maternal Lab History: PROGESTERONE-postPregnancy:0.378 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.358 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy:1.000 Maternal Vital: RR-otherPregnancy:0.492 Maternal Vital: SpO2-otherPregnancy:-0.354 Maternal Maternal Procedure History:90746-postPregnancy:0.233 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.224 Maternal Vital: SpO2-postPregnancy:-0.208 Diagnosis:9ccs216:Nerv cong an:-0.205 Diagnosis:9ccs205:Back problem:-0.197 Maternal Maternal Lab History: AFP-otherPregnancy:0.189 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.171 Newborn Diagnosis:9ccs166:Oth male gen | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs166:Oth male gen:1.000 Maternal Diagnosis:9ccs253:Allergy:0.500 Diagnosis:9ccs208:Acq foot def:0.377 Diagnosis:9ccs95:Oth nerv dx:0.142 Newborn Diagnosis:9ccs215:gu cong anom:0.139 Newborn Diagnosis:9ccs217:Ot cong anom:0.135 Diagnosis:9ccs256:Exam/eval:0.081 Maternal Diagnosis:9ccs176:Contraceptiv:0.077 Diagnosis:9ccs94:Other ear dx:0.074 Diagnosis:9ccs134:Ot uppr resp:0.074 Maternal Maternal Diagnosis:9ccs244:Other injury-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Diagnosis:9ccs244:Other injury-postPregnancy:1.000 Maternal Maternal Lab History: CPK-postPregnancy:-0.612 Maternal Maternal Procedure History:93005-postPregnancy:0.491 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.490 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.317 Maternal Maternal Lab History: HBV DNA-postPregnancy:-0.297 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:-0.277 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:-0.277 Maternal Maternal Procedure History:90656-postPregnancy:0.255 Maternal Maternal Lab History: LEAD LEVEL-postPregnancy:-0.236 Maternal Diagnosis:9ccs208:Acq foot def | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs208:Acq foot def:1.000 Diagnosis:9ccs197:Skin infectn:0.069 Diagnosis:9ccs222:Perint jaund:0.062 Maternal Diagnosis:9ccs185:Long pregncy:0.043 Maternal Diagnosis:9ccs195:Ot compl bir:0.026 Newborn Diagnosis:9ccs224:Ot perint dx:0.026 Diagnosis:9ccs253:Allergy:0.024 Diagnosis:9ccs92:Otitis media:-0.022 Diagnosis:9ccs7:Viral infect:-0.022 Diagnosis:9ccs257:Ot aftercare:-0.021 Diagnosis:9ccs72:Anxiety dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs72:Anxiety dx:1.000 Maternal Maternal Lab History: APTT-postPregnancy:-0.512 Maternal Maternal Lab History: PATIENT-postPregnancy:-0.353 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:-0.292 Diagnosis:9ccs117:Ot circul dx:0.155 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.148 Maternal Maternal Lab History: INR-postPregnancy:-0.143 Maternal Vital: RR-postPregnancy:-0.129 Diagnosis:9ccs89:Blindness:0.128 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.116 Maternal Diagnosis:9ccs172:Ovarian cyst | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs172:Ovarian cyst:1.000 Maternal Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:-0.188 Maternal Vital: Wt-postPregnancy:0.158 Diagnosis:9ccs95:Oth nerv dx:0.142 Maternal Vital: Ht-postPregnancy:0.128 Maternal Maternal Procedure History:87880-postPregnancy:-0.112 Diagnosis:9ccs224:Ot perint dx:0.110 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.105 Diagnosis:9ccs0:No DX:0.103 Maternal Diagnosis:9ccs187:Malposition:0.096 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:1.000 Maternal Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:0.736 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:-0.632 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.583 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.559 Maternal Maternal Lab History: GENTAMICIN PEAK-postPregnancy:0.494 Newborn Diagnosis:9ccs155:Other GI dx:0.448 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.419 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.382 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:-0.365 Maternal Maternal Lab History: BILE ACIDS-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: BILE ACIDS-postPregnancy:1.000 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy:0.999 Maternal Maternal Lab History: CHOLIC ACID-postPregnancy:0.923 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.599 Maternal Maternal Procedure History:96372-otherPregnancy:0.504 Diagnosis:9ccs141:Ot dx stomch:0.157 Maternal Maternal Procedure History:90471-otherPregnancy:0.153 Maternal Diagnosis:9ccs182:Hemorr preg:0.114 Maternal Diagnosis:9ccs60:Acut p-h anm:0.114 Maternal Maternal Lab History: APF MoM-postPregnancy:0.112 Maternal Maternal Lab History: FREE T-4-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: FREE T-4-otherPregnancy:1.000 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:-0.632 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.605 Maternal Maternal Lab History: LDL-otherPregnancy:-0.552 Newborn Diagnosis:9ccs104:Oth heart dx:-0.528 Newborn Diagnosis:9ccs97:Carditis:-0.528 Newborn Diagnosis:9ccs239:Superfic inj:-0.528 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.496 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.441 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.374 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.482 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.200 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.196 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.190 Maternal Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.190 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.178 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:-0.177 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.173 Maternal Maternal Lab History: IRON-postPregnancy:0.172 Newborn Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs133:Oth low resp:1.000 Diagnosis:9ccs216:Nerv cong an:0.202 Diagnosis:9ccs95:Oth nerv dx:0.098 Diagnosis:9ccs244:Other injury:0.096 Diagnosis:9ccs138:Esophgeal dx:0.075 Diagnosis:9ccs166:Oth male gen:0.068 Newborn Diagnosis:9ccs219:Low birth wt:0.063 Diagnosis:9ccs96:Hrt valve dx:0.048 Diagnosis:9ccs94:Other ear dx:0.047 Diagnosis:9ccs122:Pneumonia:0.046 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:1.000 Maternal Maternal Procedure History:96372-otherPregnancy:0.842 Maternal Maternal Lab History: BILE ACIDS-postPregnancy:0.599 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy:0.572 Diagnosis:9ccs141:Ot dx stomch:0.262 Maternal Maternal Lab History: CHOLIC ACID-postPregnancy:0.245 Maternal Maternal Procedure History:90471-otherPregnancy:0.243 Maternal Diagnosis:9ccs182:Hemorr preg:0.190 Maternal Diagnosis:9ccs60:Acut p-h anm:0.190 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.176 Diagnosis:9ccs129:Asp pneumon | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs129:Asp pneumon:1.000 Maternal Diagnosis:9ccs168:PID:0.228 Diagnosis:9ccs89:Blindness:0.184 Diagnosis:9ccs95:Oth nerv dx:0.142 Diagnosis:9ccs138:Esophgeal dx:0.111 Diagnosis:9ccs217:Ot cong anom:0.082 Number of Visits:0.079 Diagnosis:9ccs91:Other eye dx:0.076 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs94:Other ear dx:0.074 Maternal Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.577 Maternal Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:0.500 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.500 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.469 Maternal Maternal Lab History: IRON-postPregnancy:0.453 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.435 Maternal Maternal Lab History: FERRITIN-otherPregnancy:0.428 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.381 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.370 Vital: HC Percentile-avg5to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy:-0.189 Maternal Vital: RR-otherPregnancy:-0.186 Maternal Maternal Procedure History:86703-postPregnancy:-0.121 Maternal Maternal Lab History: WEIGHT-postPregnancy:-0.099 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.092 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.090 Maternal Maternal Lab History: WEIGHT-otherPregnancy:-0.086 Maternal Maternal Procedure History:99401-postPregnancy:-0.084 Diagnosis:9ccs259:Unclassified:0.077 Maternal Maternal Procedure History:S9470-postPregnancy:0.076 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:1.000 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.769 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.473 Maternal Maternal Procedure History:81025-otherPregnancy:0.441 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.441 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.441 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.427 Maternal Maternal Lab History: A/G-otherPregnancy:-0.409 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:-0.328 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.327 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:1.000 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.956 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.923 Lab:306854 PLATELET COUNT - Sunrise:0.640 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.637 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.632 Maternal Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:-0.632 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.629 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.599 Diagnosis:9ccs238:Complic proc:0.517 Newborn Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs47:Ot bnign neo:1.000 Diagnosis:9ccs106:Dysrhythmia:0.353 Newborn Diagnosis:9ccs191:Amnios dx:0.315 Diagnosis:9ccs83:Epilepsy/cnv:0.148 Diagnosis:9ccs258:Other screen:0.113 Diagnosis:9ccs161:Ot dx kidney:0.107 Maternal Diagnosis:9ccs188:Pelvic obstr:0.104 Newborn Diagnosis:9ccs215:gu cong anom:0.096 Newborn Diagnosis:9ccs217:Ot cong anom:0.093 Maternal Diagnosis:9ccs59:Anemia:0.071 Maternal Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.402 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.368 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:-0.275 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:-0.260 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:-0.256 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:-0.251 Maternal Maternal Lab History: LDH-otherPregnancy:-0.189 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:-0.189 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:-0.183 Maternal Maternal Diagnosis:10ccs205:Back problem-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:10ccs205:Back problem-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.632 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.577 Maternal Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:-0.575 Maternal Maternal Lab History: LEAD LEVEL-otherPregnancy:0.533 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.500 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.490 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.455 Maternal Maternal Lab History: A/G-otherPregnancy:-0.423 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.414 Maternal Diagnosis:9ccs102:Chest pain | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs102:Chest pain:1.000 Maternal Diagnosis:9ccs55:Fluid/elc dx:0.577 Maternal Diagnosis:9ccs176:Contraceptiv:0.077 Diagnosis:9ccs91:Other eye dx:0.076 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.075 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.074 Maternal Diagnosis:9ccs189:Prev c-sectn:0.057 Diagnosis:9ccs90:Eye infectn:0.041 Maternal Diagnosis:9ccs181:Ot preg comp:0.041 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.027 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:1.000 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.835 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.279 Maternal Vital: Wt Change-postPregnancy:0.246 Maternal Maternal Lab History: ANION GAP-postPregnancy:0.166 Maternal Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:0.163 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:0.163 Maternal Vital: BP-otherPregnancy:0.146 Diagnosis:9ccs232:Sprain:-0.120 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.120 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:1.000 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.998 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.967 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.612 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.543 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.459 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.441 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.424 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.331 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.320 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.775 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.715 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:0.593 Maternal Maternal Procedure History:90472-postPregnancy:0.430 Maternal Vital: RR-otherPregnancy:0.425 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.408 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:-0.381 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.327 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.289 Diagnosis:9ccs181:Ot preg comp | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs181:Ot preg comp:1.000 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.505 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.089 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.083 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.082 Diagnosis:9ccs96:Hrt valve dx:0.076 Maternal Maternal Lab History: RBC-postPregnancy:-0.074 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:-0.074 Diagnosis:9ccs151:Oth liver dx:0.073 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.068 Diagnosis:9ccs105:Conduction | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs105:Conduction:1.000 Newborn Diagnosis:9ccs200:Oth skin dx:0.500 Diagnosis:9ccs211:Ot conn tiss:0.222 Diagnosis:9ccs117:Ot circul dx:0.222 Diagnosis:9ccs47:Ot bnign neo:0.158 Diagnosis:9ccs213:Cardiac anom:0.132 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.113 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.113 Diagnosis:9ccs0:No DX:0.103 Diagnosis:9ccs127:COPD:0.089 Maternal Maternal Procedure History:97140-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:97140-postPregnancy:1.000 Maternal Maternal Procedure History:97001-postPregnancy:-0.717 Maternal Maternal Procedure History:97530-postPregnancy:0.639 Maternal Maternal Procedure History:97014-postPregnancy:0.604 Maternal Maternal Procedure History:97112-postPregnancy:-0.503 Maternal Maternal Procedure History:20550-postPregnancy:-0.474 Maternal Maternal Lab History: RET ABS-postPregnancy:0.474 Maternal Maternal Procedure History:J3301-postPregnancy:-0.474 Maternal Maternal Lab History: RET %-postPregnancy:0.474 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:-0.411 Maternal Maternal Lab History: VARICELLA IGM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: VARICELLA IGM-postPregnancy:1.000 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:0.740 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:0.740 Maternal Maternal Lab History: LACTIC ACID-postPregnancy:0.289 Maternal Diagnosis:9ccs215:gu cong anom:-0.239 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.234 Maternal Maternal Lab History: ALT-postPregnancy:0.222 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.220 Maternal Maternal Lab History: LDH-postPregnancy:-0.206 Maternal Maternal Lab History: POLYS-postPregnancy:-0.164 Maternal Diagnosis:9ccs72:Anxiety dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs72:Anxiety dx:1.000 Maternal Diagnosis:9ccs55:Fluid/elc dx:0.577 Maternal Diagnosis:9ccs74:Ot mentl cnd:0.377 Maternal Diagnosis:9ccs7:Viral infect:0.353 Maternal Diagnosis:9ccs48:Thyroid dsor:0.301 Maternal Diagnosis:9ccs168:PID:0.228 Maternal Diagnosis:9ccs49:DiabMel no c:0.147 Newborn Diagnosis:9ccs256:Exam/eval:0.097 Diagnosis:9ccs256:Exam/eval:0.081 Diagnosis:9ccs4:Mycoses:0.070 Maternal Maternal Lab History: HEMOGLOBIN S-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN S-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs61:Sickle cell-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs208:Acq foot def-postPregnancy:0.500 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.500 Maternal Maternal Lab History: eGFR-postPregnancy:0.485 Maternal Maternal Lab History: TOXOPLASMA IGG-postPregnancy:0.475 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.216 Maternal Vital: Ht Percentile-otherPregnancy:-0.175 Maternal Vital: Ht Percentile-postPregnancy:-0.155 Maternal Maternal Lab History: ESTRIOL-postPregnancy:-0.142 Maternal Maternal Lab History: TWIN B NT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: TWIN B NT-postPregnancy:1.000 Maternal Maternal Lab History: TWIN B CRL-postPregnancy:1.000 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.555 Maternal Maternal Lab History: HCG-otherPregnancy:-0.463 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.453 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.446 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.445 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.438 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.419 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.353 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:1.000 Maternal Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.866 Maternal Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.866 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.730 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.577 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.545 Maternal Maternal Procedure History:93005-otherPregnancy:0.537 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.507 Maternal Maternal Procedure History:93005-postPregnancy:0.463 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.447 Newborn Diagnosis:9ccs229:Fx arm | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs2620:E Codes: Unspecified:1.000 Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:1.000 Newborn Diagnosis:9ccs229:Fx arm:1.000 Diagnosis:9ccs223:Birth trauma:0.217 Maternal Diagnosis:9ccs128:Asthma:0.175 Diagnosis:9ccs165:Inf male gen:0.142 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:0.131 Maternal Maternal Lab History: URINE PH-postPregnancy:-0.116 Maternal Vital: Wt Change-postPregnancy:-0.107 Maternal Maternal Lab History: BUN-postPregnancy:-0.104 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.645 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.500 Maternal Maternal Lab History: HEPATITIS B DNA-postPregnancy:0.500 Maternal Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:0.500 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.488 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.488 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:-0.395 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.395 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.350 Maternal Maternal Diagnosis:9ccs61:Sickle cell-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs61:Sickle cell-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN S-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs208:Acq foot def-postPregnancy:0.500 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.500 Maternal Maternal Lab History: eGFR-postPregnancy:0.485 Maternal Maternal Lab History: TOXOPLASMA IGG-postPregnancy:0.475 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.216 Maternal Vital: Ht Percentile-otherPregnancy:-0.175 Maternal Vital: Ht Percentile-postPregnancy:-0.155 Maternal Maternal Lab History: ESTRIOL-postPregnancy:-0.142 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:1.000 Maternal Maternal Lab History: PTT-otherPregnancy:0.543 Maternal Maternal Lab History: INR-otherPregnancy:0.515 Diagnosis:9ccs56:Cystic fibro:0.409 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.270 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.204 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.203 Maternal Maternal Lab History: RUBELLA-otherPregnancy:-0.198 Diagnosis:9ccs147:Anal/rectal:0.178 Maternal Maternal Lab History: PT-otherPregnancy:0.177 Maternal Maternal Lab History: CHOLIC ACID-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: CHOLIC ACID-postPregnancy:1.000 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy:0.935 Maternal Maternal Lab History: BILE ACIDS-postPregnancy:0.923 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.245 Maternal Maternal Procedure History:96372-otherPregnancy:0.206 Maternal Maternal Lab History: APF MoM-postPregnancy:0.170 Maternal Maternal Lab History: PT-postPregnancy:-0.153 Maternal Maternal Procedure History:90649-postPregnancy:-0.152 Maternal Maternal Lab History: URIC ACID-postPregnancy:-0.151 Maternal Diagnosis:9ccs149:Biliary dx:0.135 Maternal Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:1.000 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:-0.661 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.632 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.596 Lab:306854 PLATELET COUNT - Sunrise:-0.506 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.504 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.500 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.498 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.473 Diagnosis:9ccs238:Complic proc:-0.409 Diagnosis:9ccs162:Ot dx bladdr | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs162:Ot dx bladdr:1.000 Maternal Maternal Lab History: MPV-otherPregnancy:0.300 Maternal Maternal Lab History: URINE PH-otherPregnancy:-0.161 Maternal Vital: HR-otherPregnancy:-0.158 Maternal Vital: BP-otherPregnancy:0.158 Diagnosis:9ccs161:Ot dx kidney:0.154 Newborn Diagnosis:9ccs215:gu cong anom:0.139 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.133 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.122 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.122 Maternal Maternal Lab History: TWIN B CRL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: TWIN B NT-postPregnancy:1.000 Maternal Maternal Lab History: TWIN B CRL-postPregnancy:1.000 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.555 Maternal Maternal Lab History: HCG-otherPregnancy:-0.463 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.453 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.446 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.445 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.438 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.419 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.353 Maternal Maternal Procedure History:J3301-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:20550-postPregnancy:1.000 Maternal Maternal Procedure History:J3301-postPregnancy:1.000 Maternal Maternal Procedure History:97530-postPregnancy:-0.577 Maternal Maternal Procedure History:97112-postPregnancy:0.530 Maternal Maternal Procedure History:97035-postPregnancy:0.500 Maternal Maternal Lab History: RET ABS-postPregnancy:-0.500 Maternal Maternal Lab History: RET %-postPregnancy:-0.500 Maternal Maternal Procedure History:97110-postPregnancy:0.493 Maternal Maternal Procedure History:97140-postPregnancy:-0.474 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.467 Diagnosis:10ccs238:Complic proc | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:10ccs238:Complic proc:1.000 Diagnosis:9ccs2604:E Codes: Fire/burn:1.000 Maternal Maternal Diagnosis:9ccs185:Long pregncy-otherPregnancy:-0.707 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:0.543 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.285 Maternal Maternal Lab History: RUBELLA-otherPregnancy:0.253 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.213 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.198 Maternal Maternal Lab History: WBC-otherPregnancy:0.198 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.187 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:1.000 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:1.000 Maternal Maternal Lab History: FOLATE-postPregnancy:0.607 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:0.464 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.429 Maternal Maternal Lab History: FREE T-4-postPregnancy:0.212 Diagnosis:9ccs55:Fluid/elc dx:-0.197 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:-0.181 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.174 Maternal Maternal Lab History: LDL-postPregnancy:-0.166 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.861 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.661 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.632 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.596 Lab:306854 PLATELET COUNT - Sunrise:0.506 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.504 Maternal Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:-0.500 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.498 Maternal Diagnosis:9ccs117:Ot circul dx:-0.409 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:1.000 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.632 Maternal Maternal Lab History: LDL-otherPregnancy:0.564 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.518 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.489 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.441 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.361 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.347 Diagnosis:9ccs2:Septicemia:-0.309 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.289 Maternal Maternal Lab History: APF MoM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: APF MoM-otherPregnancy:1.000 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.955 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.788 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.763 Maternal Maternal Lab History: HCG-otherPregnancy:0.709 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.688 Maternal Maternal Lab History: INHMOM-postPregnancy:0.580 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.577 Maternal Maternal Lab History: TWIN B CRL-postPregnancy:-0.438 Maternal Maternal Lab History: TWIN B NT-postPregnancy:-0.438 Maternal Maternal Lab History: PATIENT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: PATIENT-postPregnancy:1.000 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.783 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.699 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.685 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.642 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.597 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.488 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.486 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.471 Maternal Maternal Procedure History:90746-postPregnancy:0.437 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:1.000 Maternal Maternal Lab History: PATIENT-postPregnancy:-0.783 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.723 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.710 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:-0.621 Maternal Maternal Lab History: APTT-postPregnancy:0.585 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:-0.577 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:-0.536 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.527 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:-0.470 Maternal Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: HEPATITIS B DNA-postPregnancy:1.000 Maternal Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:1.000 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.741 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.645 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.500 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:0.500 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.350 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.298 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:-0.223 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:-0.221 Newborn Diagnosis:9ccs63:Wht blood dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs63:Wht blood dx:1.000 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.459 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.283 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.271 Maternal Maternal Lab History: IRON-postPregnancy:0.220 Diagnosis:9ccs3:Oth bact inf:0.211 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.183 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:-0.164 Maternal Diagnosis:9ccs59:Anemia:0.150 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.146 Maternal Diagnosis:9ccs67:Subst-r mntl | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs67:Subst-r mntl:1.000 Diagnosis:9ccs5:HIV infectn:1.000 Maternal Diagnosis:9ccs69:Affective dx:0.500 Maternal Diagnosis:9ccs5:HIV infectn:0.353 Maternal Diagnosis:9ccs49:DiabMel no c:0.147 Newborn Diagnosis:9ccs259:Unclassified:0.116 Maternal Diagnosis:9ccs186:DM in preg:0.069 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.060 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.060 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.054 Diagnosis:9ccs5:HIV infectn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs67:Subst-r mntl:1.000 Diagnosis:9ccs5:HIV infectn:1.000 Maternal Diagnosis:9ccs69:Affective dx:0.500 Maternal Diagnosis:9ccs5:HIV infectn:0.353 Maternal Diagnosis:9ccs49:DiabMel no c:0.147 Newborn Diagnosis:9ccs259:Unclassified:0.116 Maternal Diagnosis:9ccs186:DM in preg:0.069 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.060 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.060 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.054 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.683 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.666 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.489 Maternal Vital: Wt Change-otherPregnancy:-0.408 Maternal Maternal Lab History: AFP-otherPregnancy:0.407 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.391 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.293 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.284 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.272 Maternal Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.596 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.508 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.351 Maternal Maternal Lab History: FASTING-postPregnancy:0.289 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.287 Maternal Maternal Procedure History:59430-postPregnancy:-0.277 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.243 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.222 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.215 Maternal Maternal Lab History: HEPATITIS B DNA-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: HEPATITIS B DNA-postPregnancy:1.000 Maternal Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:1.000 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.741 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.645 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.500 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:0.500 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.350 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.298 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:-0.223 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:-0.221 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:1.000 Maternal Maternal Procedure History:97803-otherPregnancy:0.577 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.547 Maternal Maternal Procedure History:81025-otherPregnancy:-0.377 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:0.336 Maternal Vital: BMI-postPregnancy:-0.214 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.198 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.194 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:-0.192 Maternal Maternal Lab History: MPV-otherPregnancy:-0.189 Diagnosis:9ccs109:Acute CVD | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs109:Acute CVD:1.000 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:-0.707 Maternal Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:-0.707 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.471 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.345 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.343 Maternal Maternal Lab History: PAPP-A-postPregnancy:0.331 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.291 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.278 Maternal Maternal Lab History: A/G-otherPregnancy:0.252 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:1.000 Newborn Diagnosis:9ccs104:Oth heart dx:0.814 Newborn Diagnosis:9ccs97:Carditis:0.814 Newborn Diagnosis:9ccs239:Superfic inj:0.814 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.738 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.441 Maternal Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:-0.376 Maternal Maternal Lab History: FREE T3-postPregnancy:-0.367 Maternal Maternal Lab History: T-3(Total)-postPregnancy:0.228 Newborn Diagnosis:9ccs213:Cardiac anom:0.211 Maternal Diagnosis:9ccs142:Appendicitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs142:Appendicitis:1.000 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:-0.267 Maternal Maternal Lab History: MONOS-postPregnancy:0.244 Newborn Diagnosis:9ccs96:Hrt valve dx:0.212 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.193 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.191 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.162 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:-0.118 Maternal Maternal Lab History: GLOBULIN-postPregnancy:0.104 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.101 Maternal Diagnosis:9ccs75:Hx mental dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs75:Hx mental dx:1.000 Diagnosis:9ccs127:COPD:0.089 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs128:Asthma:0.066 Diagnosis:9ccs133:Oth low resp:0.059 Maternal Diagnosis:9ccs190:Fetal distrs:0.043 MatDeliveryAge:-0.031 Diagnosis:9ccs257:Ot aftercare:0.027 Maternal Diagnosis:9ccs195:Ot compl bir:0.026 Diagnosis:9ccs7:Viral infect:0.026 Maternal Maternal Procedure History:97035-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Procedure History:97035-postPregnancy:1.000 Maternal Maternal Procedure History:97530-postPregnancy:-0.577 Maternal Maternal Procedure History:97112-postPregnancy:0.530 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:-0.509 Maternal Maternal Lab History: RET ABS-postPregnancy:-0.500 Maternal Maternal Procedure History:J3301-postPregnancy:0.500 Maternal Maternal Procedure History:20550-postPregnancy:0.500 Maternal Maternal Lab History: RET %-postPregnancy:-0.500 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.447 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.434 Maternal Diagnosis:9ccs82:Paralysis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs82:Paralysis:1.000 Newborn Diagnosis:9ccs221:Resp distres:0.276 Newborn Diagnosis:9ccs259:Unclassified:0.116 Diagnosis:9ccs215:gu cong anom:0.106 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.099 Newborn Diagnosis:9ccs219:Low birth wt:0.095 Maternal Diagnosis:9ccs184:Early labor:0.091 Maternal Diagnosis:9ccs10:Immuniz/scrn:0.070 Newborn Diagnosis:9ccs222:Perint jaund:0.070 Maternal Diagnosis:9ccs183:HTN in preg:0.066 Maternal Maternal Lab History: TEST NAME-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: TEST NAME-otherPregnancy:1.000 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.330 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.246 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.237 Maternal Maternal Lab History: PAPP-A-postPregnancy:0.210 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.209 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.205 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.204 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.203 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:-0.194 Newborn Diagnosis:9ccs2620:E Codes: Unspecified | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs2620:E Codes: Unspecified:1.000 Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:1.000 Newborn Diagnosis:9ccs229:Fx arm:1.000 Diagnosis:9ccs223:Birth trauma:0.217 Maternal Diagnosis:9ccs128:Asthma:0.175 Diagnosis:9ccs165:Inf male gen:0.142 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:0.131 Maternal Maternal Lab History: URINE PH-postPregnancy:-0.116 Maternal Vital: Wt Change-postPregnancy:-0.107 Maternal Maternal Lab History: BUN-postPregnancy:-0.104 Maternal Maternal Procedure History:97803-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Procedure History:97803-otherPregnancy:1.000 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.632 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.577 Diagnosis:9ccs9:Sexual Infxs:-0.408 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:0.389 Maternal Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:-0.354 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:-0.354 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.323 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.323 Maternal Maternal Procedure History:90471-otherPregnancy:0.237 Maternal Diagnosis:9ccs39:Leukemias | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs39:Leukemias:1.000 Maternal Diagnosis:9ccs196:Nml preg/del:-0.301 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.111 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.110 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.084 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.084 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.081 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.081 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.063 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.063 Maternal Maternal Lab History: T-4-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: T-4-postPregnancy:1.000 Maternal Maternal Procedure History:87880-postPregnancy:0.329 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.249 Maternal Maternal Procedure History:90801-postPregnancy:0.244 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.199 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.197 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.195 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.190 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:-0.189 Maternal Maternal Lab History: TSH-postPregnancy:0.189 Maternal Diagnosis:9ccs90:Eye infectn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs90:Eye infectn:1.000 Newborn Diagnosis:9ccs217:Ot cong anom:0.135 Maternal Diagnosis:9ccs187:Malposition:0.096 Diagnosis:9ccs96:Hrt valve dx:0.076 Maternal Diagnosis:9ccs191:Amnios dx:0.074 Maternal Diagnosis:9ccs186:DM in preg:0.069 Maternal Diagnosis:9ccs189:Prev c-sectn:0.057 Maternal Diagnosis:9ccs181:Ot preg comp:0.041 Diagnosis:9ccs155:Other GI dx:0.040 Diagnosis:9ccs135:Intest infct:0.039 Maternal Maternal Lab History: APTT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: APTT-postPregnancy:1.000 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:0.585 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.518 Diagnosis:9ccs72:Anxiety dx:-0.512 Maternal Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:-0.328 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.317 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.312 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:0.299 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:-0.259 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:-0.239 Maternal Maternal Lab History: MAGNESIUM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: MAGNESIUM-otherPregnancy:1.000 Maternal Maternal Lab History: URIC ACID-otherPregnancy:-0.549 Maternal Maternal Lab History: PT-otherPregnancy:0.478 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.445 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.409 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.354 Maternal Maternal Lab History: PTT-otherPregnancy:-0.346 Maternal Maternal Lab History: AST-otherPregnancy:0.291 Maternal Maternal Lab History: INR-otherPregnancy:0.278 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.249 Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.664 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.632 Maternal Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:-0.582 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.566 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.461 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.417 Maternal Maternal Lab History: GENTAMICIN PEAK-postPregnancy:-0.390 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.390 Newborn Diagnosis:9ccs155:Other GI dx:-0.354 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.666 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.597 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.488 Maternal Maternal Lab History: AFP-otherPregnancy:0.460 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.447 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.349 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.348 Maternal Maternal Procedure History:93005-otherPregnancy:-0.330 Maternal Vital: Wt Change-otherPregnancy:-0.329 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.767 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.756 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:0.577 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.383 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:-0.343 Maternal Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:-0.333 Maternal Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:-0.333 Maternal Maternal Lab History: VLDL-otherPregnancy:-0.333 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.309 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.866 Maternal Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.500 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.469 Maternal Maternal Lab History: IRON-postPregnancy:0.453 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.435 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.433 Maternal Maternal Lab History: FERRITIN-otherPregnancy:0.428 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.416 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.370 Maternal Diagnosis:9ccs202:Rheum arth | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs202:Rheum arth:1.000 Diagnosis:9ccs122:Pneumonia:0.073 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.061 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.061 Diagnosis:9ccs198:Ot infl skin:0.060 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.058 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.058 Maternal Diagnosis:9ccs189:Prev c-sectn:0.057 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.056 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.055 Newborn Diagnosis:9ccs252:Fatigue | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs252:Fatigue:1.000 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.931 Maternal Diagnosis:9ccs7:Viral infect:0.353 Diagnosis:9ccs64:Ot hematl dx:0.276 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.224 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:-0.222 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:-0.212 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:-0.184 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.184 Maternal Vital: Wt Change-postPregnancy:-0.182 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.685 Maternal Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:0.685 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:-0.379 Maternal Maternal Procedure History:97035-postPregnancy:0.373 Maternal Maternal Lab History: MONOS-otherPregnancy:0.366 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.334 Maternal Maternal Procedure History:97001-postPregnancy:-0.329 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.326 Maternal Maternal Procedure History:97803-otherPregnancy:-0.323 Maternal Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.527 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.405 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.376 Lab:294147 FREE T4 - LMC:0.341 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.333 Maternal Maternal Lab History: APTT-postPregnancy:-0.328 Maternal Maternal Procedure History:90649-postPregnancy:0.267 Maternal Diagnosis:9ccs48:Thyroid dsor:0.247 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.237 Diagnosis:9ccs2604:E Codes: Fire/burn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:10ccs238:Complic proc:1.000 Diagnosis:9ccs2604:E Codes: Fire/burn:1.000 Maternal Maternal Diagnosis:9ccs185:Long pregncy-otherPregnancy:-0.707 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:0.543 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.285 Maternal Maternal Lab History: RUBELLA-otherPregnancy:0.253 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.213 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.198 Maternal Maternal Lab History: WBC-otherPregnancy:0.198 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.187 Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.671 Maternal Maternal Procedure History:90801-postPregnancy:-0.645 Maternal Maternal Lab History: PATIENT-postPregnancy:0.597 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.577 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.531 Maternal Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:-0.500 Maternal Maternal Lab History: TSH-postPregnancy:-0.500 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.500 Maternal Maternal Lab History: A/G RATIO-postPregnancy:0.500 Vital : 0.753297450738 Number of Visits : 0.00689253626164 MatDeliveryAge : 0.00566441496342 Maternal Vital : 0.0231761412783 Census : 0.0743305135644 Maternal Maternal Lab History : 0.0834752588026 Diagnosis : 0.0237451706132 Maternal Maternal Diagnosis : 0.00935529226231 Maternal Diagnosis : 0.00983734603501 Lab : 0.00249003592735 Newborn Diagnosis : 0.00390646814966 Maternal Maternal Procedure History : 0.00382937140389 Time to run analysis 2:08:30.563704 Total Time elapsed 4:25:11.940179 ----------------------------------------------------- boys no_min no_census lasso regression Running batch 1 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 2, alpha = 0.001, R^2 train: 0.947, R^2 test: -0.830 Bootstrap CV 2, alpha = 0.005, R^2 train: 0.759, R^2 test: 0.151 Bootstrap CV 2, alpha = 0.01, R^2 train: 0.655, R^2 test: 0.200 Bootstrap CV 2, alpha = 0.1, R^2 train: 0.256, R^2 test: 0.230 best alpha via bootstrap CV: 0.1 AUC Train: 0.733, Explained Variance Score Train: 0.256 AUC Validation: 0.746, Explained Variance Score Validation: 0.234 AUC Test: 0.755, Explained Variance Score Test: 0.232
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 1, alpha = 0.001, R^2 train: 0.887, R^2 test: -0.723 Bootstrap CV 1, alpha = 0.005, R^2 train: 0.694, R^2 test: 0.097 Bootstrap CV 1, alpha = 0.01, R^2 train: 0.572, R^2 test: 0.186 Bootstrap CV 1, alpha = 0.1, R^2 train: 0.278, R^2 test: 0.224 best alpha via bootstrap CV: 0.1 AUC Train: 0.768, Explained Variance Score Train: 0.278 AUC Validation: 0.785, Explained Variance Score Validation: 0.226 AUC Test: 0.767, Explained Variance Score Test: 0.289
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 4, alpha = 0.001, R^2 train: 0.950, R^2 test: -0.533 Bootstrap CV 4, alpha = 0.005, R^2 train: 0.803, R^2 test: 0.039 Bootstrap CV 4, alpha = 0.01, R^2 train: 0.695, R^2 test: 0.146 Bootstrap CV 4, alpha = 0.1, R^2 train: 0.333, R^2 test: 0.272 best alpha via bootstrap CV: 0.1 AUC Train: 0.774, Explained Variance Score Train: 0.333 AUC Validation: 0.859, Explained Variance Score Validation: 0.286 AUC Test: 0.757, Explained Variance Score Test: 0.302
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 3, alpha = 0.001, R^2 train: 0.935, R^2 test: -0.270 Bootstrap CV 3, alpha = 0.005, R^2 train: 0.756, R^2 test: 0.131 Bootstrap CV 3, alpha = 0.01, R^2 train: 0.658, R^2 test: 0.167 Bootstrap CV 3, alpha = 0.1, R^2 train: 0.432, R^2 test: 0.154 best alpha via bootstrap CV: 0.1 AUC Train: 0.832, Explained Variance Score Train: 0.432 AUC Validation: 0.785, Explained Variance Score Validation: 0.191 AUC Test: 0.739, Explained Variance Score Test: 0.269
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 6, alpha = 0.001, R^2 train: 0.893, R^2 test: -1.477 Bootstrap CV 6, alpha = 0.005, R^2 train: 0.731, R^2 test: -0.397 Bootstrap CV 6, alpha = 0.01, R^2 train: 0.591, R^2 test: -0.068 Bootstrap CV 6, alpha = 0.1, R^2 train: 0.234, R^2 test: 0.214 best alpha via bootstrap CV: 0.1 AUC Train: 0.739, Explained Variance Score Train: 0.234 AUC Validation: 0.712, Explained Variance Score Validation: 0.217 AUC Test: 0.748, Explained Variance Score Test: 0.273 Bootstrap CV 0, alpha = 0.001, R^2 train: 0.929, R^2 test: -1.512 Bootstrap CV 0, alpha = 0.005, R^2 train: 0.801, R^2 test: -0.474 Bootstrap CV 0, alpha = 0.01, R^2 train: 0.720, R^2 test: -0.220 Bootstrap CV 0, alpha = 0.1, R^2 train: 0.302, R^2 test: 0.226 best alpha via bootstrap CV: 0.1 AUC Train: 0.749, Explained Variance Score Train: 0.302 AUC Validation: 0.821, Explained Variance Score Validation: 0.272 AUC Test: 0.766, Explained Variance Score Test: 0.296 Bootstrap CV 10, alpha = 0.001, R^2 train: 0.921, R^2 test: -1.127 Bootstrap CV 10, alpha = 0.005, R^2 train: 0.772, R^2 test: 0.015 Bootstrap CV 10, alpha = 0.01, R^2 train: 0.665, R^2 test: 0.218 Bootstrap CV 10, alpha = 0.1, R^2 train: 0.364, R^2 test: 0.292 best alpha via bootstrap CV: 0.1 AUC Train: 0.784, Explained Variance Score Train: 0.364 AUC Validation: 0.782, Explained Variance Score Validation: 0.293 AUC Test: 0.742, Explained Variance Score Test: 0.272 Bootstrap CV 5, alpha = 0.001, R^2 train: 0.907, R^2 test: -0.611 Bootstrap CV 5, alpha = 0.005, R^2 train: 0.735, R^2 test: 0.017 Bootstrap CV 5, alpha = 0.01, R^2 train: 0.623, R^2 test: 0.089 Bootstrap CV 5, alpha = 0.1, R^2 train: 0.173, R^2 test: 0.125 best alpha via bootstrap CV: 0.1 AUC Train: 0.704, Explained Variance Score Train: 0.173 AUC Validation: 0.707, Explained Variance Score Validation: 0.125 AUC Test: 0.763, Explained Variance Score Test: 0.214 Bootstrap CV 9, alpha = 0.001, R^2 train: 0.904, R^2 test: -0.926 Bootstrap CV 9, alpha = 0.005, R^2 train: 0.770, R^2 test: 0.199 Bootstrap CV 9, alpha = 0.01, R^2 train: 0.683, R^2 test: 0.346 Bootstrap CV 9, alpha = 0.1, R^2 train: 0.382, R^2 test: 0.468 best alpha via bootstrap CV: 0.1 AUC Train: 0.773, Explained Variance Score Train: 0.382 AUC Validation: 0.838, Explained Variance Score Validation: 0.469 AUC Test: 0.740, Explained Variance Score Test: 0.247
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 8, alpha = 0.001, R^2 train: 0.931, R^2 test: -1.801 Bootstrap CV 8, alpha = 0.005, R^2 train: 0.764, R^2 test: -0.069 Bootstrap CV 8, alpha = 0.01, R^2 train: 0.641, R^2 test: 0.134 Bootstrap CV 8, alpha = 0.1, R^2 train: 0.310, R^2 test: 0.206 best alpha via bootstrap CV: 0.1 AUC Train: 0.794, Explained Variance Score Train: 0.310 AUC Validation: 0.749, Explained Variance Score Validation: 0.220 AUC Test: 0.772, Explained Variance Score Test: 0.307 Bootstrap CV 12, alpha = 0.001, R^2 train: 0.897, R^2 test: -1.467 Bootstrap CV 12, alpha = 0.005, R^2 train: 0.717, R^2 test: -0.144 Bootstrap CV 12, alpha = 0.01, R^2 train: 0.589, R^2 test: 0.098 Bootstrap CV 12, alpha = 0.1, R^2 train: 0.289, R^2 test: 0.234 best alpha via bootstrap CV: 0.1 AUC Train: 0.719, Explained Variance Score Train: 0.289 AUC Validation: 0.783, Explained Variance Score Validation: 0.239 AUC Test: 0.768, Explained Variance Score Test: 0.273
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 7, alpha = 0.001, R^2 train: 0.906, R^2 test: -1.550 Bootstrap CV 7, alpha = 0.005, R^2 train: 0.768, R^2 test: 0.022 Bootstrap CV 7, alpha = 0.01, R^2 train: 0.672, R^2 test: 0.150 Bootstrap CV 7, alpha = 0.1, R^2 train: 0.378, R^2 test: 0.261 best alpha via bootstrap CV: 0.1 AUC Train: 0.836, Explained Variance Score Train: 0.378 AUC Validation: 0.686, Explained Variance Score Validation: 0.267 AUC Test: 0.757, Explained Variance Score Test: 0.308 Bootstrap CV 13, alpha = 0.001, R^2 train: 0.944, R^2 test: -2.531 Bootstrap CV 13, alpha = 0.005, R^2 train: 0.755, R^2 test: -0.114 Bootstrap CV 13, alpha = 0.01, R^2 train: 0.637, R^2 test: 0.104 Bootstrap CV 13, alpha = 0.1, R^2 train: 0.256, R^2 test: 0.210 best alpha via bootstrap CV: 0.1 AUC Train: 0.774, Explained Variance Score Train: 0.256 AUC Validation: 0.741, Explained Variance Score Validation: 0.210 AUC Test: 0.757, Explained Variance Score Test: 0.275 Bootstrap CV 14, alpha = 0.001, R^2 train: 0.950, R^2 test: -0.515 Bootstrap CV 14, alpha = 0.005, R^2 train: 0.807, R^2 test: -0.088 Bootstrap CV 14, alpha = 0.01, R^2 train: 0.692, R^2 test: 0.079 Bootstrap CV 14, alpha = 0.1, R^2 train: 0.259, R^2 test: 0.271 best alpha via bootstrap CV: 0.1 AUC Train: 0.793, Explained Variance Score Train: 0.259 AUC Validation: 0.768, Explained Variance Score Validation: 0.289 AUC Test: 0.773, Explained Variance Score Test: 0.303 Bootstrap CV 11, alpha = 0.001, R^2 train: 0.952, R^2 test: -1.235 Bootstrap CV 11, alpha = 0.005, R^2 train: 0.851, R^2 test: -0.224 Bootstrap CV 11, alpha = 0.01, R^2 train: 0.768, R^2 test: 0.038 Bootstrap CV 11, alpha = 0.1, R^2 train: 0.383, R^2 test: 0.241 best alpha via bootstrap CV: 0.1 AUC Train: 0.831, Explained Variance Score Train: 0.383 AUC Validation: 0.735, Explained Variance Score Validation: 0.268 AUC Test: 0.750, Explained Variance Score Test: 0.277 Bootstrap CV 15, alpha = 0.001, R^2 train: 0.970, R^2 test: -0.819 Bootstrap CV 15, alpha = 0.005, R^2 train: 0.812, R^2 test: -0.028 Bootstrap CV 15, alpha = 0.01, R^2 train: 0.683, R^2 test: 0.116 Bootstrap CV 15, alpha = 0.1, R^2 train: 0.370, R^2 test: 0.215 best alpha via bootstrap CV: 0.1 AUC Train: 0.793, Explained Variance Score Train: 0.370 AUC Validation: 0.700, Explained Variance Score Validation: 0.216 AUC Test: 0.760, Explained Variance Score Test: 0.281 Running batch 2 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 16, alpha = 0.001, R^2 train: 0.925, R^2 test: -0.398 Bootstrap CV 16, alpha = 0.005, R^2 train: 0.800, R^2 test: -0.115 Bootstrap CV 16, alpha = 0.01, R^2 train: 0.705, R^2 test: 0.031 Bootstrap CV 16, alpha = 0.1, R^2 train: 0.418, R^2 test: 0.214 best alpha via bootstrap CV: 0.1 AUC Train: 0.804, Explained Variance Score Train: 0.418 AUC Validation: 0.791, Explained Variance Score Validation: 0.228 AUC Test: 0.759, Explained Variance Score Test: 0.306
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 17, alpha = 0.001, R^2 train: 0.884, R^2 test: -1.662 Bootstrap CV 17, alpha = 0.005, R^2 train: 0.696, R^2 test: 0.058 Bootstrap CV 17, alpha = 0.01, R^2 train: 0.578, R^2 test: 0.289 Bootstrap CV 17, alpha = 0.1, R^2 train: 0.323, R^2 test: 0.362 best alpha via bootstrap CV: 0.1 AUC Train: 0.766, Explained Variance Score Train: 0.323 AUC Validation: 0.838, Explained Variance Score Validation: 0.371 AUC Test: 0.753, Explained Variance Score Test: 0.290
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 20, alpha = 0.001, R^2 train: 0.950, R^2 test: -1.156 Bootstrap CV 20, alpha = 0.005, R^2 train: 0.821, R^2 test: -0.202 Bootstrap CV 20, alpha = 0.01, R^2 train: 0.712, R^2 test: 0.074 Bootstrap CV 20, alpha = 0.1, R^2 train: 0.382, R^2 test: 0.297 best alpha via bootstrap CV: 0.1 AUC Train: 0.790, Explained Variance Score Train: 0.382 AUC Validation: 0.751, Explained Variance Score Validation: 0.299 AUC Test: 0.768, Explained Variance Score Test: 0.299
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 19, alpha = 0.001, R^2 train: 0.887, R^2 test: -2.384 Bootstrap CV 19, alpha = 0.005, R^2 train: 0.752, R^2 test: -0.066 Bootstrap CV 19, alpha = 0.01, R^2 train: 0.677, R^2 test: 0.172 Bootstrap CV 19, alpha = 0.1, R^2 train: 0.342, R^2 test: 0.317 best alpha via bootstrap CV: 0.1 AUC Train: 0.792, Explained Variance Score Train: 0.342 AUC Validation: 0.700, Explained Variance Score Validation: 0.339 AUC Test: 0.761, Explained Variance Score Test: 0.299
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 24, alpha = 0.001, R^2 train: 0.969, R^2 test: -1.620 Bootstrap CV 24, alpha = 0.005, R^2 train: 0.826, R^2 test: -0.525 Bootstrap CV 24, alpha = 0.01, R^2 train: 0.693, R^2 test: -0.161 Bootstrap CV 24, alpha = 0.1, R^2 train: 0.327, R^2 test: 0.197 best alpha via bootstrap CV: 0.1 AUC Train: 0.807, Explained Variance Score Train: 0.327 AUC Validation: 0.709, Explained Variance Score Validation: 0.205 AUC Test: 0.780, Explained Variance Score Test: 0.313
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 25, alpha = 0.001, R^2 train: 0.952, R^2 test: -0.800 Bootstrap CV 25, alpha = 0.005, R^2 train: 0.793, R^2 test: -0.045 Bootstrap CV 25, alpha = 0.01, R^2 train: 0.682, R^2 test: 0.064 Bootstrap CV 25, alpha = 0.1, R^2 train: 0.236, R^2 test: 0.174 best alpha via bootstrap CV: 0.1 AUC Train: 0.696, Explained Variance Score Train: 0.236 AUC Validation: 0.772, Explained Variance Score Validation: 0.194 AUC Test: 0.758, Explained Variance Score Test: 0.225 Bootstrap CV 21, alpha = 0.001, R^2 train: 0.939, R^2 test: -1.303 Bootstrap CV 21, alpha = 0.005, R^2 train: 0.737, R^2 test: -0.195 Bootstrap CV 21, alpha = 0.01, R^2 train: 0.611, R^2 test: 0.066 Bootstrap CV 21, alpha = 0.1, R^2 train: 0.220, R^2 test: 0.192 best alpha via bootstrap CV: 0.1 AUC Train: 0.764, Explained Variance Score Train: 0.220 AUC Validation: 0.726, Explained Variance Score Validation: 0.196 AUC Test: 0.758, Explained Variance Score Test: 0.274 Bootstrap CV 26, alpha = 0.001, R^2 train: 0.915, R^2 test: -1.762 Bootstrap CV 26, alpha = 0.005, R^2 train: 0.756, R^2 test: -0.313 Bootstrap CV 26, alpha = 0.01, R^2 train: 0.652, R^2 test: 0.025 Bootstrap CV 26, alpha = 0.1, R^2 train: 0.206, R^2 test: 0.143 best alpha via bootstrap CV: 0.1 AUC Train: 0.724, Explained Variance Score Train: 0.206 AUC Validation: 0.798, Explained Variance Score Validation: 0.150 AUC Test: 0.757, Explained Variance Score Test: 0.249 Bootstrap CV 18, alpha = 0.001, R^2 train: 0.941, R^2 test: -2.470 Bootstrap CV 18, alpha = 0.005, R^2 train: 0.795, R^2 test: -0.414 Bootstrap CV 18, alpha = 0.01, R^2 train: 0.702, R^2 test: -0.068 Bootstrap CV 18, alpha = 0.1, R^2 train: 0.418, R^2 test: 0.349 best alpha via bootstrap CV: 0.1 AUC Train: 0.835, Explained Variance Score Train: 0.418 AUC Validation: 0.781, Explained Variance Score Validation: 0.355 AUC Test: 0.776, Explained Variance Score Test: 0.312 Bootstrap CV 23, alpha = 0.001, R^2 train: 0.896, R^2 test: -0.423 Bootstrap CV 23, alpha = 0.005, R^2 train: 0.750, R^2 test: 0.111 Bootstrap CV 23, alpha = 0.01, R^2 train: 0.655, R^2 test: 0.179 Bootstrap CV 23, alpha = 0.1, R^2 train: 0.381, R^2 test: 0.213 best alpha via bootstrap CV: 0.1 AUC Train: 0.783, Explained Variance Score Train: 0.381 AUC Validation: 0.746, Explained Variance Score Validation: 0.214 AUC Test: 0.755, Explained Variance Score Test: 0.280 Bootstrap CV 27, alpha = 0.001, R^2 train: 0.954, R^2 test: -2.645 Bootstrap CV 27, alpha = 0.005, R^2 train: 0.840, R^2 test: -0.457 Bootstrap CV 27, alpha = 0.01, R^2 train: 0.771, R^2 test: -0.202 Bootstrap CV 27, alpha = 0.1, R^2 train: 0.453, R^2 test: 0.258 best alpha via bootstrap CV: 0.1 AUC Train: 0.817, Explained Variance Score Train: 0.453 AUC Validation: 0.844, Explained Variance Score Validation: 0.275 AUC Test: 0.751, Explained Variance Score Test: 0.272 Bootstrap CV 31, alpha = 0.001, R^2 train: 0.914, R^2 test: -0.718 Bootstrap CV 31, alpha = 0.005, R^2 train: 0.786, R^2 test: -0.141 Bootstrap CV 31, alpha = 0.01, R^2 train: 0.708, R^2 test: -0.132 Bootstrap CV 31, alpha = 0.1, R^2 train: 0.346, R^2 test: 0.259 best alpha via bootstrap CV: 0.1 AUC Train: 0.752, Explained Variance Score Train: 0.346 AUC Validation: 0.805, Explained Variance Score Validation: 0.280 AUC Test: 0.749, Explained Variance Score Test: 0.280 Bootstrap CV 22, alpha = 0.001, R^2 train: 0.928, R^2 test: -1.011 Bootstrap CV 22, alpha = 0.005, R^2 train: 0.793, R^2 test: -0.127 Bootstrap CV 22, alpha = 0.01, R^2 train: 0.703, R^2 test: 0.140 Bootstrap CV 22, alpha = 0.1, R^2 train: 0.299, R^2 test: 0.380 best alpha via bootstrap CV: 0.1 AUC Train: 0.764, Explained Variance Score Train: 0.299 AUC Validation: 0.819, Explained Variance Score Validation: 0.380 AUC Test: 0.756, Explained Variance Score Test: 0.282 Bootstrap CV 30, alpha = 0.001, R^2 train: 0.962, R^2 test: -1.034 Bootstrap CV 30, alpha = 0.005, R^2 train: 0.818, R^2 test: -0.021 Bootstrap CV 30, alpha = 0.01, R^2 train: 0.695, R^2 test: 0.165 Bootstrap CV 30, alpha = 0.1, R^2 train: 0.282, R^2 test: 0.293 best alpha via bootstrap CV: 0.1 AUC Train: 0.752, Explained Variance Score Train: 0.282 AUC Validation: 0.838, Explained Variance Score Validation: 0.300 AUC Test: 0.761, Explained Variance Score Test: 0.290 Bootstrap CV 29, alpha = 0.001, R^2 train: 0.941, R^2 test: -1.667 Bootstrap CV 29, alpha = 0.005, R^2 train: 0.803, R^2 test: -0.339 Bootstrap CV 29, alpha = 0.01, R^2 train: 0.706, R^2 test: -0.029 Bootstrap CV 29, alpha = 0.1, R^2 train: 0.280, R^2 test: 0.252 best alpha via bootstrap CV: 0.1 AUC Train: 0.694, Explained Variance Score Train: 0.280 AUC Validation: 0.721, Explained Variance Score Validation: 0.256 AUC Test: 0.757, Explained Variance Score Test: 0.274 Bootstrap CV 28, alpha = 0.001, R^2 train: 0.947, R^2 test: -1.218 Bootstrap CV 28, alpha = 0.005, R^2 train: 0.821, R^2 test: -0.305 Bootstrap CV 28, alpha = 0.01, R^2 train: 0.709, R^2 test: -0.114 Bootstrap CV 28, alpha = 0.1, R^2 train: 0.224, R^2 test: 0.204 best alpha via bootstrap CV: 0.1 AUC Train: 0.756, Explained Variance Score Train: 0.224 AUC Validation: 0.752, Explained Variance Score Validation: 0.204 AUC Test: 0.761, Explained Variance Score Test: 0.253 Running batch 3 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 34, alpha = 0.001, R^2 train: 0.945, R^2 test: -2.090 Bootstrap CV 34, alpha = 0.005, R^2 train: 0.832, R^2 test: -0.736 Bootstrap CV 34, alpha = 0.01, R^2 train: 0.756, R^2 test: -0.439 Bootstrap CV 34, alpha = 0.1, R^2 train: 0.356, R^2 test: 0.152 best alpha via bootstrap CV: 0.1 AUC Train: 0.798, Explained Variance Score Train: 0.356 AUC Validation: 0.742, Explained Variance Score Validation: 0.194 AUC Test: 0.771, Explained Variance Score Test: 0.317 Bootstrap CV 46, alpha = 0.001, R^2 train: 0.950, R^2 test: -1.144 Bootstrap CV 46, alpha = 0.005, R^2 train: 0.807, R^2 test: -0.111 Bootstrap CV 46, alpha = 0.01, R^2 train: 0.696, R^2 test: 0.055 Bootstrap CV 46, alpha = 0.1, R^2 train: 0.288, R^2 test: 0.176 best alpha via bootstrap CV: 0.1 AUC Train: 0.776, Explained Variance Score Train: 0.288 AUC Validation: 0.748, Explained Variance Score Validation: 0.194 AUC Test: 0.757, Explained Variance Score Test: 0.268 Bootstrap CV 33, alpha = 0.001, R^2 train: 0.947, R^2 test: -0.720 Bootstrap CV 33, alpha = 0.005, R^2 train: 0.828, R^2 test: -0.069 Bootstrap CV 33, alpha = 0.01, R^2 train: 0.714, R^2 test: 0.118 Bootstrap CV 33, alpha = 0.1, R^2 train: 0.343, R^2 test: 0.159 best alpha via bootstrap CV: 0.1 AUC Train: 0.814, Explained Variance Score Train: 0.343 AUC Validation: 0.746, Explained Variance Score Validation: 0.207 AUC Test: 0.761, Explained Variance Score Test: 0.289 Bootstrap CV 39, alpha = 0.001, R^2 train: 0.964, R^2 test: -0.682 Bootstrap CV 39, alpha = 0.005, R^2 train: 0.822, R^2 test: -0.101 Bootstrap CV 39, alpha = 0.01, R^2 train: 0.707, R^2 test: 0.066 Bootstrap CV 39, alpha = 0.1, R^2 train: 0.357, R^2 test: 0.234 best alpha via bootstrap CV: 0.1 AUC Train: 0.745, Explained Variance Score Train: 0.357 AUC Validation: 0.801, Explained Variance Score Validation: 0.234 AUC Test: 0.767, Explained Variance Score Test: 0.282 Bootstrap CV 35, alpha = 0.001, R^2 train: 0.943, R^2 test: -0.505 Bootstrap CV 35, alpha = 0.005, R^2 train: 0.776, R^2 test: 0.040 Bootstrap CV 35, alpha = 0.01, R^2 train: 0.664, R^2 test: 0.180 Bootstrap CV 35, alpha = 0.1, R^2 train: 0.304, R^2 test: 0.239 best alpha via bootstrap CV: 0.1 AUC Train: 0.794, Explained Variance Score Train: 0.304 AUC Validation: 0.818, Explained Variance Score Validation: 0.244 AUC Test: 0.763, Explained Variance Score Test: 0.271 Bootstrap CV 38, alpha = 0.001, R^2 train: 0.915, R^2 test: -1.654 Bootstrap CV 38, alpha = 0.005, R^2 train: 0.815, R^2 test: -0.725 Bootstrap CV 38, alpha = 0.01, R^2 train: 0.717, R^2 test: -0.434 Bootstrap CV 38, alpha = 0.1, R^2 train: 0.354, R^2 test: 0.083 best alpha via bootstrap CV: 0.1 AUC Train: 0.836, Explained Variance Score Train: 0.354 AUC Validation: 0.665, Explained Variance Score Validation: 0.085 AUC Test: 0.755, Explained Variance Score Test: 0.306 Bootstrap CV 45, alpha = 0.001, R^2 train: 0.889, R^2 test: -1.241 Bootstrap CV 45, alpha = 0.005, R^2 train: 0.758, R^2 test: -0.217 Bootstrap CV 45, alpha = 0.01, R^2 train: 0.650, R^2 test: -0.110 Bootstrap CV 45, alpha = 0.1, R^2 train: 0.313, R^2 test: 0.327 best alpha via bootstrap CV: 0.1 AUC Train: 0.779, Explained Variance Score Train: 0.313 AUC Validation: 0.766, Explained Variance Score Validation: 0.334 AUC Test: 0.758, Explained Variance Score Test: 0.292 Bootstrap CV 37, alpha = 0.001, R^2 train: 0.918, R^2 test: -0.479 Bootstrap CV 37, alpha = 0.005, R^2 train: 0.779, R^2 test: -0.061 Bootstrap CV 37, alpha = 0.01, R^2 train: 0.684, R^2 test: 0.056 Bootstrap CV 37, alpha = 0.1, R^2 train: 0.308, R^2 test: 0.154 best alpha via bootstrap CV: 0.1 AUC Train: 0.770, Explained Variance Score Train: 0.308 AUC Validation: 0.630, Explained Variance Score Validation: 0.154 AUC Test: 0.771, Explained Variance Score Test: 0.292 Bootstrap CV 42, alpha = 0.001, R^2 train: 0.958, R^2 test: -1.242 Bootstrap CV 42, alpha = 0.005, R^2 train: 0.792, R^2 test: -0.082 Bootstrap CV 42, alpha = 0.01, R^2 train: 0.663, R^2 test: 0.161 Bootstrap CV 42, alpha = 0.1, R^2 train: 0.290, R^2 test: 0.279 best alpha via bootstrap CV: 0.1 AUC Train: 0.762, Explained Variance Score Train: 0.290 AUC Validation: 0.759, Explained Variance Score Validation: 0.288 AUC Test: 0.768, Explained Variance Score Test: 0.289 Bootstrap CV 36, alpha = 0.001, R^2 train: 0.955, R^2 test: -1.081 Bootstrap CV 36, alpha = 0.005, R^2 train: 0.798, R^2 test: -0.124 Bootstrap CV 36, alpha = 0.01, R^2 train: 0.695, R^2 test: 0.064 Bootstrap CV 36, alpha = 0.1, R^2 train: 0.317, R^2 test: 0.259 best alpha via bootstrap CV: 0.1 AUC Train: 0.792, Explained Variance Score Train: 0.317 AUC Validation: 0.794, Explained Variance Score Validation: 0.264 AUC Test: 0.774, Explained Variance Score Test: 0.298 Bootstrap CV 32, alpha = 0.001, R^2 train: 0.950, R^2 test: -1.181 Bootstrap CV 32, alpha = 0.005, R^2 train: 0.834, R^2 test: -0.196 Bootstrap CV 32, alpha = 0.01, R^2 train: 0.738, R^2 test: -0.047 Bootstrap CV 32, alpha = 0.1, R^2 train: 0.304, R^2 test: 0.335 best alpha via bootstrap CV: 0.1 AUC Train: 0.825, Explained Variance Score Train: 0.304 AUC Validation: 0.825, Explained Variance Score Validation: 0.346 AUC Test: 0.758, Explained Variance Score Test: 0.297 Bootstrap CV 47, alpha = 0.001, R^2 train: 0.841, R^2 test: -2.129 Bootstrap CV 47, alpha = 0.005, R^2 train: 0.677, R^2 test: -0.044 Bootstrap CV 47, alpha = 0.01, R^2 train: 0.539, R^2 test: 0.092 Bootstrap CV 47, alpha = 0.1, R^2 train: 0.214, R^2 test: 0.208 best alpha via bootstrap CV: 0.1 AUC Train: 0.765, Explained Variance Score Train: 0.214 AUC Validation: 0.694, Explained Variance Score Validation: 0.210 AUC Test: 0.761, Explained Variance Score Test: 0.279 Bootstrap CV 44, alpha = 0.001, R^2 train: 0.938, R^2 test: -1.656 Bootstrap CV 44, alpha = 0.005, R^2 train: 0.763, R^2 test: -0.236 Bootstrap CV 44, alpha = 0.01, R^2 train: 0.650, R^2 test: 0.072 Bootstrap CV 44, alpha = 0.1, R^2 train: 0.248, R^2 test: 0.334 best alpha via bootstrap CV: 0.1 AUC Train: 0.770, Explained Variance Score Train: 0.248 AUC Validation: 0.801, Explained Variance Score Validation: 0.341 AUC Test: 0.747, Explained Variance Score Test: 0.278 Bootstrap CV 43, alpha = 0.001, R^2 train: 0.940, R^2 test: -1.164 Bootstrap CV 43, alpha = 0.005, R^2 train: 0.797, R^2 test: -0.141 Bootstrap CV 43, alpha = 0.01, R^2 train: 0.693, R^2 test: 0.015 Bootstrap CV 43, alpha = 0.1, R^2 train: 0.366, R^2 test: 0.242 best alpha via bootstrap CV: 0.1 AUC Train: 0.826, Explained Variance Score Train: 0.366 AUC Validation: 0.797, Explained Variance Score Validation: 0.242 AUC Test: 0.756, Explained Variance Score Test: 0.305 Bootstrap CV 41, alpha = 0.001, R^2 train: 0.946, R^2 test: -0.495 Bootstrap CV 41, alpha = 0.005, R^2 train: 0.807, R^2 test: 0.135 Bootstrap CV 41, alpha = 0.01, R^2 train: 0.711, R^2 test: 0.298 Bootstrap CV 41, alpha = 0.1, R^2 train: 0.371, R^2 test: 0.320 best alpha via bootstrap CV: 0.1 AUC Train: 0.757, Explained Variance Score Train: 0.371 AUC Validation: 0.776, Explained Variance Score Validation: 0.323 AUC Test: 0.766, Explained Variance Score Test: 0.318 Bootstrap CV 40, alpha = 0.001, R^2 train: 0.958, R^2 test: -0.330 Bootstrap CV 40, alpha = 0.005, R^2 train: 0.821, R^2 test: -0.001 Bootstrap CV 40, alpha = 0.01, R^2 train: 0.674, R^2 test: 0.135 Bootstrap CV 40, alpha = 0.1, R^2 train: 0.293, R^2 test: 0.255 best alpha via bootstrap CV: 0.1 AUC Train: 0.770, Explained Variance Score Train: 0.293 AUC Validation: 0.817, Explained Variance Score Validation: 0.288 AUC Test: 0.759, Explained Variance Score Test: 0.280 Running batch 4 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 48, alpha = 0.001, R^2 train: 0.937, R^2 test: -4.221 Bootstrap CV 48, alpha = 0.005, R^2 train: 0.770, R^2 test: -1.181 Bootstrap CV 48, alpha = 0.01, R^2 train: 0.660, R^2 test: -0.655 Bootstrap CV 48, alpha = 0.1, R^2 train: 0.203, R^2 test: 0.226 best alpha via bootstrap CV: 0.1 AUC Train: 0.738, Explained Variance Score Train: 0.203 AUC Validation: 0.748, Explained Variance Score Validation: 0.227 AUC Test: 0.769, Explained Variance Score Test: 0.286 Bootstrap CV 50, alpha = 0.001, R^2 train: 0.936, R^2 test: -0.917 Bootstrap CV 50, alpha = 0.005, R^2 train: 0.815, R^2 test: 0.005 Bootstrap CV 50, alpha = 0.01, R^2 train: 0.730, R^2 test: 0.300 Bootstrap CV 50, alpha = 0.1, R^2 train: 0.476, R^2 test: 0.418 best alpha via bootstrap CV: 0.1 AUC Train: 0.803, Explained Variance Score Train: 0.476 AUC Validation: 0.855, Explained Variance Score Validation: 0.422 AUC Test: 0.771, Explained Variance Score Test: 0.311
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 49, alpha = 0.001, R^2 train: 0.955, R^2 test: -0.989 Bootstrap CV 49, alpha = 0.005, R^2 train: 0.805, R^2 test: -0.071 Bootstrap CV 49, alpha = 0.01, R^2 train: 0.683, R^2 test: 0.117 Bootstrap CV 49, alpha = 0.1, R^2 train: 0.314, R^2 test: 0.269 best alpha via bootstrap CV: 0.1 AUC Train: 0.819, Explained Variance Score Train: 0.314 AUC Validation: 0.751, Explained Variance Score Validation: 0.285 AUC Test: 0.759, Explained Variance Score Test: 0.302
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 52, alpha = 0.001, R^2 train: 0.922, R^2 test: -0.848 Bootstrap CV 52, alpha = 0.005, R^2 train: 0.788, R^2 test: 0.045 Bootstrap CV 52, alpha = 0.01, R^2 train: 0.678, R^2 test: 0.169 Bootstrap CV 52, alpha = 0.1, R^2 train: 0.294, R^2 test: 0.277 best alpha via bootstrap CV: 0.1 AUC Train: 0.734, Explained Variance Score Train: 0.294 AUC Validation: 0.776, Explained Variance Score Validation: 0.289 AUC Test: 0.761, Explained Variance Score Test: 0.288 Bootstrap CV 54, alpha = 0.001, R^2 train: 0.942, R^2 test: -1.319 Bootstrap CV 54, alpha = 0.005, R^2 train: 0.809, R^2 test: -0.008 Bootstrap CV 54, alpha = 0.01, R^2 train: 0.703, R^2 test: 0.115 Bootstrap CV 54, alpha = 0.1, R^2 train: 0.310, R^2 test: 0.229 best alpha via bootstrap CV: 0.1 AUC Train: 0.781, Explained Variance Score Train: 0.310 AUC Validation: 0.789, Explained Variance Score Validation: 0.251 AUC Test: 0.757, Explained Variance Score Test: 0.313 Bootstrap CV 51, alpha = 0.001, R^2 train: 0.947, R^2 test: -0.752 Bootstrap CV 51, alpha = 0.005, R^2 train: 0.801, R^2 test: -0.025 Bootstrap CV 51, alpha = 0.01, R^2 train: 0.683, R^2 test: 0.122 Bootstrap CV 51, alpha = 0.1, R^2 train: 0.364, R^2 test: 0.167 best alpha via bootstrap CV: 0.1 AUC Train: 0.787, Explained Variance Score Train: 0.364 AUC Validation: 0.774, Explained Variance Score Validation: 0.167 AUC Test: 0.774, Explained Variance Score Test: 0.307
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 55, alpha = 0.001, R^2 train: 0.942, R^2 test: -1.478 Bootstrap CV 55, alpha = 0.005, R^2 train: 0.822, R^2 test: -0.370 Bootstrap CV 55, alpha = 0.01, R^2 train: 0.733, R^2 test: -0.061 Bootstrap CV 55, alpha = 0.1, R^2 train: 0.263, R^2 test: 0.234 best alpha via bootstrap CV: 0.1 AUC Train: 0.737, Explained Variance Score Train: 0.263 AUC Validation: 0.706, Explained Variance Score Validation: 0.250 AUC Test: 0.750, Explained Variance Score Test: 0.297
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 58, alpha = 0.001, R^2 train: 0.862, R^2 test: -1.044 Bootstrap CV 58, alpha = 0.005, R^2 train: 0.715, R^2 test: -0.114 Bootstrap CV 58, alpha = 0.01, R^2 train: 0.608, R^2 test: 0.051 Bootstrap CV 58, alpha = 0.1, R^2 train: 0.347, R^2 test: 0.297 best alpha via bootstrap CV: 0.01 AUC Train: 0.888, Explained Variance Score Train: 0.608 AUC Validation: 0.721, Explained Variance Score Validation: 0.056 AUC Test: 0.775, Explained Variance Score Test: 0.307
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 53, alpha = 0.001, R^2 train: 0.879, R^2 test: -0.800 Bootstrap CV 53, alpha = 0.005, R^2 train: 0.724, R^2 test: -0.002 Bootstrap CV 53, alpha = 0.01, R^2 train: 0.632, R^2 test: 0.090 Bootstrap CV 53, alpha = 0.1, R^2 train: 0.232, R^2 test: 0.223 best alpha via bootstrap CV: 0.1 AUC Train: 0.766, Explained Variance Score Train: 0.232 AUC Validation: 0.748, Explained Variance Score Validation: 0.224 AUC Test: 0.762, Explained Variance Score Test: 0.288 Bootstrap CV 62, alpha = 0.001, R^2 train: 0.969, R^2 test: -0.628 Bootstrap CV 62, alpha = 0.005, R^2 train: 0.854, R^2 test: -0.114 Bootstrap CV 62, alpha = 0.01, R^2 train: 0.756, R^2 test: 0.045 Bootstrap CV 62, alpha = 0.1, R^2 train: 0.352, R^2 test: 0.222 best alpha via bootstrap CV: 0.1 AUC Train: 0.773, Explained Variance Score Train: 0.352 AUC Validation: 0.738, Explained Variance Score Validation: 0.230 AUC Test: 0.764, Explained Variance Score Test: 0.288 Bootstrap CV 56, alpha = 0.001, R^2 train: 0.967, R^2 test: -1.353 Bootstrap CV 56, alpha = 0.005, R^2 train: 0.823, R^2 test: -0.456 Bootstrap CV 56, alpha = 0.01, R^2 train: 0.671, R^2 test: -0.109 Bootstrap CV 56, alpha = 0.1, R^2 train: 0.263, R^2 test: 0.212 best alpha via bootstrap CV: 0.1 AUC Train: 0.759, Explained Variance Score Train: 0.263 AUC Validation: 0.779, Explained Variance Score Validation: 0.212 AUC Test: 0.769, Explained Variance Score Test: 0.284 Bootstrap CV 63, alpha = 0.001, R^2 train: 0.867, R^2 test: -0.765 Bootstrap CV 63, alpha = 0.005, R^2 train: 0.725, R^2 test: 0.030 Bootstrap CV 63, alpha = 0.01, R^2 train: 0.623, R^2 test: 0.206 Bootstrap CV 63, alpha = 0.1, R^2 train: 0.246, R^2 test: 0.245 best alpha via bootstrap CV: 0.1 AUC Train: 0.753, Explained Variance Score Train: 0.246 AUC Validation: 0.747, Explained Variance Score Validation: 0.245 AUC Test: 0.770, Explained Variance Score Test: 0.274 Bootstrap CV 60, alpha = 0.001, R^2 train: 0.963, R^2 test: -1.276 Bootstrap CV 60, alpha = 0.005, R^2 train: 0.816, R^2 test: -0.189 Bootstrap CV 60, alpha = 0.01, R^2 train: 0.691, R^2 test: 0.082 Bootstrap CV 60, alpha = 0.1, R^2 train: 0.288, R^2 test: 0.278 best alpha via bootstrap CV: 0.1 AUC Train: 0.705, Explained Variance Score Train: 0.288 AUC Validation: 0.802, Explained Variance Score Validation: 0.291 AUC Test: 0.772, Explained Variance Score Test: 0.306 Bootstrap CV 57, alpha = 0.001, R^2 train: 0.915, R^2 test: -2.149 Bootstrap CV 57, alpha = 0.005, R^2 train: 0.749, R^2 test: -0.177 Bootstrap CV 57, alpha = 0.01, R^2 train: 0.638, R^2 test: 0.082 Bootstrap CV 57, alpha = 0.1, R^2 train: 0.211, R^2 test: 0.260 best alpha via bootstrap CV: 0.1 AUC Train: 0.736, Explained Variance Score Train: 0.211 AUC Validation: 0.729, Explained Variance Score Validation: 0.261 AUC Test: 0.761, Explained Variance Score Test: 0.242 Bootstrap CV 59, alpha = 0.001, R^2 train: 0.969, R^2 test: -1.330 Bootstrap CV 59, alpha = 0.005, R^2 train: 0.807, R^2 test: -0.281 Bootstrap CV 59, alpha = 0.01, R^2 train: 0.698, R^2 test: -0.011 Bootstrap CV 59, alpha = 0.1, R^2 train: 0.346, R^2 test: 0.289 best alpha via bootstrap CV: 0.1 AUC Train: 0.722, Explained Variance Score Train: 0.346 AUC Validation: 0.773, Explained Variance Score Validation: 0.293 AUC Test: 0.762, Explained Variance Score Test: 0.291 Bootstrap CV 61, alpha = 0.001, R^2 train: 0.911, R^2 test: -1.148 Bootstrap CV 61, alpha = 0.005, R^2 train: 0.742, R^2 test: -0.094 Bootstrap CV 61, alpha = 0.01, R^2 train: 0.608, R^2 test: 0.172 Bootstrap CV 61, alpha = 0.1, R^2 train: 0.310, R^2 test: 0.335 best alpha via bootstrap CV: 0.1 AUC Train: 0.772, Explained Variance Score Train: 0.310 AUC Validation: 0.754, Explained Variance Score Validation: 0.336 AUC Test: 0.755, Explained Variance Score Test: 0.294 Running batch 5 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 65, alpha = 0.001, R^2 train: 0.969, R^2 test: -0.896 Bootstrap CV 65, alpha = 0.005, R^2 train: 0.815, R^2 test: -0.182 Bootstrap CV 65, alpha = 0.01, R^2 train: 0.690, R^2 test: -0.038 Bootstrap CV 65, alpha = 0.1, R^2 train: 0.251, R^2 test: 0.150 best alpha via bootstrap CV: 0.1 AUC Train: 0.733, Explained Variance Score Train: 0.251 AUC Validation: 0.680, Explained Variance Score Validation: 0.151 AUC Test: 0.749, Explained Variance Score Test: 0.263
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 67, alpha = 0.001, R^2 train: 0.944, R^2 test: -0.981 Bootstrap CV 67, alpha = 0.005, R^2 train: 0.791, R^2 test: -0.242 Bootstrap CV 67, alpha = 0.01, R^2 train: 0.659, R^2 test: 0.011 Bootstrap CV 67, alpha = 0.1, R^2 train: 0.355, R^2 test: 0.158 best alpha via bootstrap CV: 0.1 AUC Train: 0.828, Explained Variance Score Train: 0.355 AUC Validation: 0.712, Explained Variance Score Validation: 0.158 AUC Test: 0.768, Explained Variance Score Test: 0.292
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 68, alpha = 0.001, R^2 train: 0.902, R^2 test: -1.254 Bootstrap CV 68, alpha = 0.005, R^2 train: 0.767, R^2 test: -0.438 Bootstrap CV 68, alpha = 0.01, R^2 train: 0.649, R^2 test: -0.110 Bootstrap CV 68, alpha = 0.1, R^2 train: 0.231, R^2 test: 0.204 best alpha via bootstrap CV: 0.1 AUC Train: 0.804, Explained Variance Score Train: 0.231 AUC Validation: 0.826, Explained Variance Score Validation: 0.209 AUC Test: 0.770, Explained Variance Score Test: 0.259
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 69, alpha = 0.001, R^2 train: 0.928, R^2 test: -0.725 Bootstrap CV 69, alpha = 0.005, R^2 train: 0.814, R^2 test: -0.245 Bootstrap CV 69, alpha = 0.01, R^2 train: 0.738, R^2 test: -0.097 Bootstrap CV 69, alpha = 0.1, R^2 train: 0.294, R^2 test: 0.136 best alpha via bootstrap CV: 0.1 AUC Train: 0.714, Explained Variance Score Train: 0.294 AUC Validation: 0.800, Explained Variance Score Validation: 0.193 AUC Test: 0.770, Explained Variance Score Test: 0.291
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 66, alpha = 0.001, R^2 train: 0.882, R^2 test: -1.581 Bootstrap CV 66, alpha = 0.005, R^2 train: 0.730, R^2 test: -0.339 Bootstrap CV 66, alpha = 0.01, R^2 train: 0.625, R^2 test: -0.092 Bootstrap CV 66, alpha = 0.1, R^2 train: 0.286, R^2 test: 0.209 best alpha via bootstrap CV: 0.1 AUC Train: 0.761, Explained Variance Score Train: 0.286 AUC Validation: 0.748, Explained Variance Score Validation: 0.219 AUC Test: 0.752, Explained Variance Score Test: 0.261 Bootstrap CV 70, alpha = 0.001, R^2 train: 0.910, R^2 test: -1.824 Bootstrap CV 70, alpha = 0.005, R^2 train: 0.750, R^2 test: -0.285 Bootstrap CV 70, alpha = 0.01, R^2 train: 0.649, R^2 test: 0.021 Bootstrap CV 70, alpha = 0.1, R^2 train: 0.310, R^2 test: 0.261 best alpha via bootstrap CV: 0.1 AUC Train: 0.703, Explained Variance Score Train: 0.310 AUC Validation: 0.779, Explained Variance Score Validation: 0.261 AUC Test: 0.759, Explained Variance Score Test: 0.277 Bootstrap CV 72, alpha = 0.001, R^2 train: 0.928, R^2 test: -1.252 Bootstrap CV 72, alpha = 0.005, R^2 train: 0.753, R^2 test: -0.306 Bootstrap CV 72, alpha = 0.01, R^2 train: 0.630, R^2 test: -0.075 Bootstrap CV 72, alpha = 0.1, R^2 train: 0.211, R^2 test: 0.255 best alpha via bootstrap CV: 0.1 AUC Train: 0.725, Explained Variance Score Train: 0.211 AUC Validation: 0.755, Explained Variance Score Validation: 0.255 AUC Test: 0.758, Explained Variance Score Test: 0.260 Bootstrap CV 79, alpha = 0.001, R^2 train: 0.966, R^2 test: -1.306 Bootstrap CV 79, alpha = 0.005, R^2 train: 0.830, R^2 test: -0.238 Bootstrap CV 79, alpha = 0.01, R^2 train: 0.732, R^2 test: 0.019 Bootstrap CV 79, alpha = 0.1, R^2 train: 0.407, R^2 test: 0.287 best alpha via bootstrap CV: 0.1 AUC Train: 0.835, Explained Variance Score Train: 0.407 AUC Validation: 0.725, Explained Variance Score Validation: 0.287 AUC Test: 0.780, Explained Variance Score Test: 0.308 Bootstrap CV 76, alpha = 0.001, R^2 train: 0.921, R^2 test: -0.943 Bootstrap CV 76, alpha = 0.005, R^2 train: 0.770, R^2 test: -0.186 Bootstrap CV 76, alpha = 0.01, R^2 train: 0.621, R^2 test: 0.027 Bootstrap CV 76, alpha = 0.1, R^2 train: 0.279, R^2 test: 0.241 best alpha via bootstrap CV: 0.1 AUC Train: 0.763, Explained Variance Score Train: 0.279 AUC Validation: 0.772, Explained Variance Score Validation: 0.244 AUC Test: 0.771, Explained Variance Score Test: 0.304 Bootstrap CV 78, alpha = 0.001, R^2 train: 0.958, R^2 test: -1.126 Bootstrap CV 78, alpha = 0.005, R^2 train: 0.835, R^2 test: -0.360 Bootstrap CV 78, alpha = 0.01, R^2 train: 0.726, R^2 test: -0.076 Bootstrap CV 78, alpha = 0.1, R^2 train: 0.288, R^2 test: 0.242 best alpha via bootstrap CV: 0.1 AUC Train: 0.809, Explained Variance Score Train: 0.288 AUC Validation: 0.776, Explained Variance Score Validation: 0.242 AUC Test: 0.770, Explained Variance Score Test: 0.290 Bootstrap CV 77, alpha = 0.001, R^2 train: 0.888, R^2 test: -2.961 Bootstrap CV 77, alpha = 0.005, R^2 train: 0.728, R^2 test: -0.392 Bootstrap CV 77, alpha = 0.01, R^2 train: 0.617, R^2 test: -0.117 Bootstrap CV 77, alpha = 0.1, R^2 train: 0.212, R^2 test: 0.273 best alpha via bootstrap CV: 0.1 AUC Train: 0.728, Explained Variance Score Train: 0.212 AUC Validation: 0.776, Explained Variance Score Validation: 0.273 AUC Test: 0.766, Explained Variance Score Test: 0.265 Bootstrap CV 64, alpha = 0.001, R^2 train: 0.927, R^2 test: -2.734 Bootstrap CV 64, alpha = 0.005, R^2 train: 0.789, R^2 test: -0.522 Bootstrap CV 64, alpha = 0.01, R^2 train: 0.663, R^2 test: -0.368 Bootstrap CV 64, alpha = 0.1, R^2 train: 0.292, R^2 test: 0.106 best alpha via bootstrap CV: 0.1 AUC Train: 0.804, Explained Variance Score Train: 0.292 AUC Validation: 0.807, Explained Variance Score Validation: 0.140 AUC Test: 0.771, Explained Variance Score Test: 0.319 Bootstrap CV 75, alpha = 0.001, R^2 train: 0.953, R^2 test: -1.317 Bootstrap CV 75, alpha = 0.005, R^2 train: 0.810, R^2 test: -0.204 Bootstrap CV 75, alpha = 0.01, R^2 train: 0.692, R^2 test: 0.121 Bootstrap CV 75, alpha = 0.1, R^2 train: 0.291, R^2 test: 0.228 best alpha via bootstrap CV: 0.1 AUC Train: 0.750, Explained Variance Score Train: 0.291 AUC Validation: 0.735, Explained Variance Score Validation: 0.229 AUC Test: 0.755, Explained Variance Score Test: 0.283 Bootstrap CV 73, alpha = 0.001, R^2 train: 0.906, R^2 test: -0.416 Bootstrap CV 73, alpha = 0.005, R^2 train: 0.778, R^2 test: 0.014 Bootstrap CV 73, alpha = 0.01, R^2 train: 0.684, R^2 test: 0.137 Bootstrap CV 73, alpha = 0.1, R^2 train: 0.421, R^2 test: 0.298 best alpha via bootstrap CV: 0.1 AUC Train: 0.774, Explained Variance Score Train: 0.421 AUC Validation: 0.809, Explained Variance Score Validation: 0.304 AUC Test: 0.741, Explained Variance Score Test: 0.269 Bootstrap CV 74, alpha = 0.001, R^2 train: 0.920, R^2 test: -1.695 Bootstrap CV 74, alpha = 0.005, R^2 train: 0.742, R^2 test: -0.607 Bootstrap CV 74, alpha = 0.01, R^2 train: 0.639, R^2 test: -0.262 Bootstrap CV 74, alpha = 0.1, R^2 train: 0.345, R^2 test: 0.198 best alpha via bootstrap CV: 0.1 AUC Train: 0.765, Explained Variance Score Train: 0.345 AUC Validation: 0.726, Explained Variance Score Validation: 0.200 AUC Test: 0.760, Explained Variance Score Test: 0.303 Bootstrap CV 71, alpha = 0.001, R^2 train: 0.964, R^2 test: -0.585 Bootstrap CV 71, alpha = 0.005, R^2 train: 0.851, R^2 test: -0.151 Bootstrap CV 71, alpha = 0.01, R^2 train: 0.717, R^2 test: 0.013 Bootstrap CV 71, alpha = 0.1, R^2 train: 0.290, R^2 test: 0.210 best alpha via bootstrap CV: 0.1 AUC Train: 0.781, Explained Variance Score Train: 0.290 AUC Validation: 0.717, Explained Variance Score Validation: 0.222 AUC Test: 0.763, Explained Variance Score Test: 0.276 Running batch 6 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 85, alpha = 0.001, R^2 train: 0.929, R^2 test: -1.794 Bootstrap CV 85, alpha = 0.005, R^2 train: 0.729, R^2 test: -0.350 Bootstrap CV 85, alpha = 0.01, R^2 train: 0.607, R^2 test: -0.066 Bootstrap CV 85, alpha = 0.1, R^2 train: 0.283, R^2 test: 0.196 best alpha via bootstrap CV: 0.1 AUC Train: 0.766, Explained Variance Score Train: 0.283 AUC Validation: 0.806, Explained Variance Score Validation: 0.197 AUC Test: 0.769, Explained Variance Score Test: 0.277 Bootstrap CV 84, alpha = 0.001, R^2 train: 0.908, R^2 test: -0.557 Bootstrap CV 84, alpha = 0.005, R^2 train: 0.759, R^2 test: -0.009 Bootstrap CV 84, alpha = 0.01, R^2 train: 0.657, R^2 test: 0.094 Bootstrap CV 84, alpha = 0.1, R^2 train: 0.384, R^2 test: 0.226 best alpha via bootstrap CV: 0.1 AUC Train: 0.763, Explained Variance Score Train: 0.384 AUC Validation: 0.822, Explained Variance Score Validation: 0.229 AUC Test: 0.752, Explained Variance Score Test: 0.264
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 87, alpha = 0.001, R^2 train: 0.922, R^2 test: -0.455 Bootstrap CV 87, alpha = 0.005, R^2 train: 0.786, R^2 test: 0.080 Bootstrap CV 87, alpha = 0.01, R^2 train: 0.668, R^2 test: 0.228 Bootstrap CV 87, alpha = 0.1, R^2 train: 0.289, R^2 test: 0.323 best alpha via bootstrap CV: 0.1 AUC Train: 0.797, Explained Variance Score Train: 0.289 AUC Validation: 0.777, Explained Variance Score Validation: 0.326 AUC Test: 0.764, Explained Variance Score Test: 0.290
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 83, alpha = 0.001, R^2 train: 0.964, R^2 test: -1.329 Bootstrap CV 83, alpha = 0.005, R^2 train: 0.827, R^2 test: -0.374 Bootstrap CV 83, alpha = 0.01, R^2 train: 0.690, R^2 test: -0.098 Bootstrap CV 83, alpha = 0.1, R^2 train: 0.192, R^2 test: 0.176 best alpha via bootstrap CV: 0.1 AUC Train: 0.694, Explained Variance Score Train: 0.192 AUC Validation: 0.710, Explained Variance Score Validation: 0.176 AUC Test: 0.766, Explained Variance Score Test: 0.265 Bootstrap CV 89, alpha = 0.001, R^2 train: 0.910, R^2 test: -4.960 Bootstrap CV 89, alpha = 0.005, R^2 train: 0.695, R^2 test: -0.215 Bootstrap CV 89, alpha = 0.01, R^2 train: 0.591, R^2 test: -0.135 Bootstrap CV 89, alpha = 0.1, R^2 train: 0.253, R^2 test: 0.314 best alpha via bootstrap CV: 0.1 AUC Train: 0.778, Explained Variance Score Train: 0.253 AUC Validation: 0.776, Explained Variance Score Validation: 0.355 AUC Test: 0.769, Explained Variance Score Test: 0.296 Bootstrap CV 81, alpha = 0.001, R^2 train: 0.907, R^2 test: -0.897 Bootstrap CV 81, alpha = 0.005, R^2 train: 0.756, R^2 test: -0.099 Bootstrap CV 81, alpha = 0.01, R^2 train: 0.634, R^2 test: -0.002 Bootstrap CV 81, alpha = 0.1, R^2 train: 0.278, R^2 test: 0.103 best alpha via bootstrap CV: 0.1 AUC Train: 0.766, Explained Variance Score Train: 0.278 AUC Validation: 0.699, Explained Variance Score Validation: 0.122 AUC Test: 0.749, Explained Variance Score Test: 0.265 Bootstrap CV 88, alpha = 0.001, R^2 train: 0.949, R^2 test: -0.658 Bootstrap CV 88, alpha = 0.005, R^2 train: 0.802, R^2 test: 0.041 Bootstrap CV 88, alpha = 0.01, R^2 train: 0.686, R^2 test: 0.189 Bootstrap CV 88, alpha = 0.1, R^2 train: 0.265, R^2 test: 0.273 best alpha via bootstrap CV: 0.1 AUC Train: 0.775, Explained Variance Score Train: 0.265 AUC Validation: 0.808, Explained Variance Score Validation: 0.274 AUC Test: 0.770, Explained Variance Score Test: 0.272 Bootstrap CV 86, alpha = 0.001, R^2 train: 0.951, R^2 test: -0.856 Bootstrap CV 86, alpha = 0.005, R^2 train: 0.794, R^2 test: -0.062 Bootstrap CV 86, alpha = 0.01, R^2 train: 0.662, R^2 test: 0.056 Bootstrap CV 86, alpha = 0.1, R^2 train: 0.277, R^2 test: 0.164 best alpha via bootstrap CV: 0.1 AUC Train: 0.802, Explained Variance Score Train: 0.277 AUC Validation: 0.697, Explained Variance Score Validation: 0.167 AUC Test: 0.761, Explained Variance Score Test: 0.284 Bootstrap CV 80, alpha = 0.001, R^2 train: 0.956, R^2 test: -0.931 Bootstrap CV 80, alpha = 0.005, R^2 train: 0.810, R^2 test: -0.123 Bootstrap CV 80, alpha = 0.01, R^2 train: 0.685, R^2 test: 0.031 Bootstrap CV 80, alpha = 0.1, R^2 train: 0.353, R^2 test: 0.167 best alpha via bootstrap CV: 0.1 AUC Train: 0.778, Explained Variance Score Train: 0.353 AUC Validation: 0.719, Explained Variance Score Validation: 0.209 AUC Test: 0.750, Explained Variance Score Test: 0.297 Bootstrap CV 82, alpha = 0.001, R^2 train: 0.962, R^2 test: -2.045 Bootstrap CV 82, alpha = 0.005, R^2 train: 0.817, R^2 test: -0.308 Bootstrap CV 82, alpha = 0.01, R^2 train: 0.690, R^2 test: 0.009 Bootstrap CV 82, alpha = 0.1, R^2 train: 0.338, R^2 test: 0.287 best alpha via bootstrap CV: 0.1 AUC Train: 0.766, Explained Variance Score Train: 0.338 AUC Validation: 0.817, Explained Variance Score Validation: 0.287 AUC Test: 0.768, Explained Variance Score Test: 0.306 Bootstrap CV 95, alpha = 0.001, R^2 train: 0.949, R^2 test: -0.696 Bootstrap CV 95, alpha = 0.005, R^2 train: 0.830, R^2 test: 0.046 Bootstrap CV 95, alpha = 0.01, R^2 train: 0.722, R^2 test: 0.184 Bootstrap CV 95, alpha = 0.1, R^2 train: 0.317, R^2 test: 0.242 best alpha via bootstrap CV: 0.1 AUC Train: 0.775, Explained Variance Score Train: 0.317 AUC Validation: 0.723, Explained Variance Score Validation: 0.251 AUC Test: 0.760, Explained Variance Score Test: 0.290 Bootstrap CV 91, alpha = 0.001, R^2 train: 0.915, R^2 test: -2.378 Bootstrap CV 91, alpha = 0.005, R^2 train: 0.765, R^2 test: -0.583 Bootstrap CV 91, alpha = 0.01, R^2 train: 0.649, R^2 test: -0.305 Bootstrap CV 91, alpha = 0.1, R^2 train: 0.309, R^2 test: 0.093 best alpha via bootstrap CV: 0.1 AUC Train: 0.772, Explained Variance Score Train: 0.309 AUC Validation: 0.728, Explained Variance Score Validation: 0.152 AUC Test: 0.751, Explained Variance Score Test: 0.268 Bootstrap CV 94, alpha = 0.001, R^2 train: 0.912, R^2 test: -0.806 Bootstrap CV 94, alpha = 0.005, R^2 train: 0.772, R^2 test: -0.130 Bootstrap CV 94, alpha = 0.01, R^2 train: 0.667, R^2 test: 0.050 Bootstrap CV 94, alpha = 0.1, R^2 train: 0.308, R^2 test: 0.213 best alpha via bootstrap CV: 0.1 AUC Train: 0.811, Explained Variance Score Train: 0.308 AUC Validation: 0.766, Explained Variance Score Validation: 0.217 AUC Test: 0.764, Explained Variance Score Test: 0.300 Bootstrap CV 90, alpha = 0.001, R^2 train: 0.914, R^2 test: -3.755 Bootstrap CV 90, alpha = 0.005, R^2 train: 0.762, R^2 test: -0.795 Bootstrap CV 90, alpha = 0.01, R^2 train: 0.660, R^2 test: -0.302 Bootstrap CV 90, alpha = 0.1, R^2 train: 0.295, R^2 test: 0.185 best alpha via bootstrap CV: 0.1 AUC Train: 0.771, Explained Variance Score Train: 0.295 AUC Validation: 0.781, Explained Variance Score Validation: 0.201 AUC Test: 0.767, Explained Variance Score Test: 0.300 Bootstrap CV 92, alpha = 0.001, R^2 train: 0.957, R^2 test: -1.284 Bootstrap CV 92, alpha = 0.005, R^2 train: 0.829, R^2 test: -0.154 Bootstrap CV 92, alpha = 0.01, R^2 train: 0.736, R^2 test: 0.007 Bootstrap CV 92, alpha = 0.1, R^2 train: 0.368, R^2 test: 0.216 best alpha via bootstrap CV: 0.1 AUC Train: 0.795, Explained Variance Score Train: 0.368 AUC Validation: 0.686, Explained Variance Score Validation: 0.216 AUC Test: 0.743, Explained Variance Score Test: 0.277 Bootstrap CV 93, alpha = 0.001, R^2 train: 0.951, R^2 test: -0.591 Bootstrap CV 93, alpha = 0.005, R^2 train: 0.795, R^2 test: 0.030 Bootstrap CV 93, alpha = 0.01, R^2 train: 0.653, R^2 test: 0.187 Bootstrap CV 93, alpha = 0.1, R^2 train: 0.225, R^2 test: 0.233 best alpha via bootstrap CV: 0.1 AUC Train: 0.731, Explained Variance Score Train: 0.225 AUC Validation: 0.775, Explained Variance Score Validation: 0.235 AUC Test: 0.762, Explained Variance Score Test: 0.251 Running batch 7 of 7 with 4 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 99, alpha = 0.001, R^2 train: 0.939, R^2 test: -1.092 Bootstrap CV 99, alpha = 0.005, R^2 train: 0.802, R^2 test: -0.059 Bootstrap CV 99, alpha = 0.01, R^2 train: 0.698, R^2 test: 0.091 Bootstrap CV 99, alpha = 0.1, R^2 train: 0.323, R^2 test: 0.248 best alpha via bootstrap CV: 0.1 AUC Train: 0.753, Explained Variance Score Train: 0.323 AUC Validation: 0.730, Explained Variance Score Validation: 0.257 AUC Test: 0.761, Explained Variance Score Test: 0.290 Bootstrap CV 97, alpha = 0.001, R^2 train: 0.931, R^2 test: -1.840 Bootstrap CV 97, alpha = 0.005, R^2 train: 0.770, R^2 test: -0.490 Bootstrap CV 97, alpha = 0.01, R^2 train: 0.645, R^2 test: -0.129 Bootstrap CV 97, alpha = 0.1, R^2 train: 0.251, R^2 test: 0.223 best alpha via bootstrap CV: 0.1 AUC Train: 0.753, Explained Variance Score Train: 0.251 AUC Validation: 0.750, Explained Variance Score Validation: 0.236 AUC Test: 0.774, Explained Variance Score Test: 0.297 Bootstrap CV 98, alpha = 0.001, R^2 train: 0.921, R^2 test: -1.814 Bootstrap CV 98, alpha = 0.005, R^2 train: 0.775, R^2 test: -0.190 Bootstrap CV 98, alpha = 0.01, R^2 train: 0.659, R^2 test: 0.195 Bootstrap CV 98, alpha = 0.1, R^2 train: 0.343, R^2 test: 0.260 best alpha via bootstrap CV: 0.1 AUC Train: 0.799, Explained Variance Score Train: 0.343 AUC Validation: 0.732, Explained Variance Score Validation: 0.297 AUC Test: 0.768, Explained Variance Score Test: 0.311 Bootstrap CV 96, alpha = 0.001, R^2 train: 0.953, R^2 test: 0.041 Bootstrap CV 96, alpha = 0.005, R^2 train: 0.805, R^2 test: 0.311 Bootstrap CV 96, alpha = 0.01, R^2 train: 0.694, R^2 test: 0.323 Bootstrap CV 96, alpha = 0.1, R^2 train: 0.306, R^2 test: 0.299 best alpha via bootstrap CV: 0.1 AUC Train: 0.798, Explained Variance Score Train: 0.306 AUC Validation: 0.814, Explained Variance Score Validation: 0.303 AUC Test: 0.763, Explained Variance Score Test: 0.288 total Variables 2026 and total subjects: 1751 ->AUC validation: 0.762 95% CI: [0.753 , 0.771] ->AUC test: 0.761 95% CI: [0.760 , 0.763] ->R^2 validation: 0.245 95% CI: [0.232 , 0.259] ->R^2 test: 0.285 95% CI: [0.281 , 0.289] ->Explained Variance validation: 0.235 95% CI: [0.222 , 0.249] ->Explained Variance test: 0.281 95% CI: [0.277 , 0.285] Test set metrics: @threshold:0.789, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:0.742, sens:0.024, spec:1.000, ppv:1.000, acc:0.769, f1:0.047, mcc:0.000, total+:2, total-:348 @threshold:0.729, sens:0.036, spec:1.000, ppv:1.000, acc:0.771, f1:0.070, mcc:0.000, total+:3, total-:347 @threshold:0.611, sens:0.048, spec:0.996, ppv:0.800, acc:0.771, f1:0.091, mcc:0.182, total+:5, total-:345 @threshold:0.536, sens:0.060, spec:0.993, ppv:0.714, acc:0.771, f1:0.111, mcc:0.092, total+:7, total-:343 @threshold:0.533, sens:0.072, spec:0.989, ppv:0.667, acc:0.771, f1:0.130, mcc:0.063, total+:9, total-:341 @threshold:0.525, sens:0.084, spec:0.989, ppv:0.700, acc:0.774, f1:0.151, mcc:0.071, total+:10, total-:340 @threshold:0.488, sens:0.157, spec:0.985, ppv:0.765, acc:0.789, f1:0.260, mcc:0.079, total+:17, total-:333 @threshold:0.461, sens:0.169, spec:0.978, ppv:0.700, acc:0.786, f1:0.272, mcc:0.051, total+:20, total-:330 @threshold:0.457, sens:0.169, spec:0.974, ppv:0.667, acc:0.783, f1:0.269, mcc:0.042, total+:21, total-:329 @threshold:0.451, sens:0.181, spec:0.966, ppv:0.625, acc:0.780, f1:0.280, mcc:0.031, total+:24, total-:326 @threshold:0.443, sens:0.193, spec:0.963, ppv:0.615, acc:0.780, f1:0.294, mcc:0.029, total+:26, total-:324 @threshold:0.426, sens:0.205, spec:0.955, ppv:0.586, acc:0.777, f1:0.304, mcc:0.024, total+:29, total-:321 @threshold:0.425, sens:0.205, spec:0.951, ppv:0.567, acc:0.774, f1:0.301, mcc:0.021, total+:30, total-:320 @threshold:0.424, sens:0.217, spec:0.951, ppv:0.581, acc:0.777, f1:0.316, mcc:0.022, total+:31, total-:319 @threshold:0.416, sens:0.229, spec:0.948, ppv:0.576, acc:0.777, f1:0.328, mcc:0.021, total+:33, total-:317 @threshold:0.415, sens:0.241, spec:0.948, ppv:0.588, acc:0.780, f1:0.342, mcc:0.022, total+:34, total-:316 @threshold:0.415, sens:0.241, spec:0.944, ppv:0.571, acc:0.777, f1:0.339, mcc:0.020, total+:35, total-:315 @threshold:0.410, sens:0.253, spec:0.944, ppv:0.583, acc:0.780, f1:0.353, mcc:0.021, total+:36, total-:314 @threshold:0.401, sens:0.253, spec:0.940, ppv:0.568, acc:0.777, f1:0.350, mcc:0.019, total+:37, total-:313 @threshold:0.392, sens:0.265, spec:0.933, ppv:0.550, acc:0.774, f1:0.358, mcc:0.017, total+:40, total-:310 @threshold:0.385, sens:0.277, spec:0.929, ppv:0.548, acc:0.774, f1:0.368, mcc:0.016, total+:42, total-:308 @threshold:0.383, sens:0.289, spec:0.929, ppv:0.558, acc:0.777, f1:0.381, mcc:0.017, total+:43, total-:307 @threshold:0.382, sens:0.289, spec:0.925, ppv:0.545, acc:0.774, f1:0.378, mcc:0.016, total+:44, total-:306 @threshold:0.380, sens:0.301, spec:0.921, ppv:0.543, acc:0.774, f1:0.388, mcc:0.015, total+:46, total-:304 @threshold:0.367, sens:0.313, spec:0.918, ppv:0.542, acc:0.774, f1:0.397, mcc:0.015, total+:48, total-:302 @threshold:0.367, sens:0.325, spec:0.918, ppv:0.551, acc:0.777, f1:0.409, mcc:0.016, total+:49, total-:301 @threshold:0.365, sens:0.325, spec:0.914, ppv:0.540, acc:0.774, f1:0.406, mcc:0.015, total+:50, total-:300 @threshold:0.361, sens:0.337, spec:0.914, ppv:0.549, acc:0.777, f1:0.418, mcc:0.015, total+:51, total-:299 @threshold:0.352, sens:0.349, spec:0.910, ppv:0.547, acc:0.777, f1:0.426, mcc:0.015, total+:53, total-:297 @threshold:0.317, sens:0.361, spec:0.891, ppv:0.508, acc:0.766, f1:0.423, mcc:0.012, total+:59, total-:291 @threshold:0.317, sens:0.361, spec:0.888, ppv:0.500, acc:0.763, f1:0.420, mcc:0.011, total+:60, total-:290 @threshold:0.311, sens:0.373, spec:0.873, ppv:0.477, acc:0.754, f1:0.419, mcc:0.009, total+:65, total-:285 @threshold:0.309, sens:0.373, spec:0.869, ppv:0.470, acc:0.751, f1:0.416, mcc:0.009, total+:66, total-:284 @threshold:0.298, sens:0.386, spec:0.865, ppv:0.471, acc:0.751, f1:0.424, mcc:0.009, total+:68, total-:282 @threshold:0.294, sens:0.386, spec:0.861, ppv:0.464, acc:0.749, f1:0.421, mcc:0.008, total+:69, total-:281 @threshold:0.287, sens:0.398, spec:0.858, ppv:0.465, acc:0.749, f1:0.429, mcc:0.008, total+:71, total-:279 @threshold:0.286, sens:0.398, spec:0.854, ppv:0.458, acc:0.746, f1:0.426, mcc:0.008, total+:72, total-:278 @threshold:0.283, sens:0.410, spec:0.854, ppv:0.466, acc:0.749, f1:0.436, mcc:0.008, total+:73, total-:277 @threshold:0.263, sens:0.422, spec:0.850, ppv:0.467, acc:0.749, f1:0.443, mcc:0.008, total+:75, total-:275 @threshold:0.258, sens:0.434, spec:0.839, ppv:0.456, acc:0.743, f1:0.444, mcc:0.008, total+:79, total-:271 @threshold:0.258, sens:0.446, spec:0.835, ppv:0.457, acc:0.743, f1:0.451, mcc:0.008, total+:81, total-:269 @threshold:0.251, sens:0.458, spec:0.835, ppv:0.463, acc:0.746, f1:0.461, mcc:0.008, total+:82, total-:268 @threshold:0.247, sens:0.458, spec:0.831, ppv:0.458, acc:0.743, f1:0.458, mcc:0.008, total+:83, total-:267 @threshold:0.241, sens:0.470, spec:0.820, ppv:0.448, acc:0.737, f1:0.459, mcc:0.007, total+:87, total-:263 @threshold:0.238, sens:0.470, spec:0.816, ppv:0.443, acc:0.734, f1:0.456, mcc:0.007, total+:88, total-:262 @threshold:0.234, sens:0.482, spec:0.813, ppv:0.444, acc:0.734, f1:0.462, mcc:0.007, total+:90, total-:260 @threshold:0.227, sens:0.494, spec:0.809, ppv:0.446, acc:0.734, f1:0.469, mcc:0.007, total+:92, total-:258 @threshold:0.220, sens:0.506, spec:0.801, ppv:0.442, acc:0.731, f1:0.472, mcc:0.007, total+:95, total-:255 @threshold:0.216, sens:0.518, spec:0.798, ppv:0.443, acc:0.731, f1:0.478, mcc:0.007, total+:97, total-:253 @threshold:0.213, sens:0.530, spec:0.794, ppv:0.444, acc:0.731, f1:0.484, mcc:0.007, total+:99, total-:251 @threshold:0.194, sens:0.542, spec:0.790, ppv:0.446, acc:0.731, f1:0.489, mcc:0.007, total+:101, total-:249 @threshold:0.193, sens:0.554, spec:0.790, ppv:0.451, acc:0.734, f1:0.497, mcc:0.007, total+:102, total-:248 @threshold:0.191, sens:0.554, spec:0.787, ppv:0.447, acc:0.731, f1:0.495, mcc:0.007, total+:103, total-:247 @threshold:0.191, sens:0.566, spec:0.787, ppv:0.452, acc:0.734, f1:0.503, mcc:0.007, total+:104, total-:246 @threshold:0.189, sens:0.566, spec:0.783, ppv:0.448, acc:0.731, f1:0.500, mcc:0.007, total+:105, total-:245 @threshold:0.176, sens:0.578, spec:0.772, ppv:0.440, acc:0.726, f1:0.500, mcc:0.006, total+:109, total-:241 @threshold:0.171, sens:0.578, spec:0.768, ppv:0.436, acc:0.723, f1:0.497, mcc:0.006, total+:110, total-:240 @threshold:0.165, sens:0.590, spec:0.768, ppv:0.441, acc:0.726, f1:0.505, mcc:0.007, total+:111, total-:239 @threshold:0.162, sens:0.590, spec:0.764, ppv:0.438, acc:0.723, f1:0.503, mcc:0.006, total+:112, total-:238 @threshold:0.159, sens:0.602, spec:0.760, ppv:0.439, acc:0.723, f1:0.508, mcc:0.006, total+:114, total-:236 @threshold:0.149, sens:0.602, spec:0.757, ppv:0.435, acc:0.720, f1:0.505, mcc:0.006, total+:115, total-:235 @threshold:0.135, sens:0.614, spec:0.745, ppv:0.429, acc:0.714, f1:0.505, mcc:0.006, total+:119, total-:231 @threshold:0.128, sens:0.614, spec:0.742, ppv:0.425, acc:0.711, f1:0.502, mcc:0.006, total+:120, total-:230 @threshold:0.122, sens:0.627, spec:0.723, ppv:0.413, acc:0.700, f1:0.498, mcc:0.005, total+:126, total-:224 @threshold:0.121, sens:0.627, spec:0.719, ppv:0.409, acc:0.697, f1:0.495, mcc:0.005, total+:127, total-:223 @threshold:0.113, sens:0.639, spec:0.715, ppv:0.411, acc:0.697, f1:0.500, mcc:0.005, total+:129, total-:221 @threshold:0.110, sens:0.639, spec:0.712, ppv:0.408, acc:0.694, f1:0.498, mcc:0.005, total+:130, total-:220 @threshold:0.096, sens:0.651, spec:0.700, ppv:0.403, acc:0.689, f1:0.498, mcc:0.005, total+:134, total-:216 @threshold:0.090, sens:0.663, spec:0.697, ppv:0.404, acc:0.689, f1:0.502, mcc:0.005, total+:136, total-:214 @threshold:0.081, sens:0.675, spec:0.693, ppv:0.406, acc:0.689, f1:0.507, mcc:0.005, total+:138, total-:212 @threshold:0.073, sens:0.675, spec:0.689, ppv:0.403, acc:0.686, f1:0.505, mcc:0.005, total+:139, total-:211 @threshold:0.063, sens:0.687, spec:0.685, ppv:0.404, acc:0.686, f1:0.509, mcc:0.005, total+:141, total-:209 @threshold:0.062, sens:0.687, spec:0.682, ppv:0.401, acc:0.683, f1:0.507, mcc:0.005, total+:142, total-:208 @threshold:0.038, sens:0.699, spec:0.674, ppv:0.400, acc:0.680, f1:0.509, mcc:0.005, total+:145, total-:205 @threshold:0.038, sens:0.699, spec:0.670, ppv:0.397, acc:0.677, f1:0.507, mcc:0.005, total+:146, total-:204 @threshold:0.015, sens:0.711, spec:0.652, ppv:0.388, acc:0.666, f1:0.502, mcc:0.004, total+:152, total-:198 @threshold:0.012, sens:0.711, spec:0.648, ppv:0.386, acc:0.663, f1:0.500, mcc:0.004, total+:153, total-:197 @threshold:-0.002, sens:0.723, spec:0.633, ppv:0.380, acc:0.654, f1:0.498, mcc:0.004, total+:158, total-:192 @threshold:-0.004, sens:0.723, spec:0.629, ppv:0.377, acc:0.651, f1:0.496, mcc:0.004, total+:159, total-:191 @threshold:-0.034, sens:0.735, spec:0.610, ppv:0.370, acc:0.640, f1:0.492, mcc:0.004, total+:165, total-:185 @threshold:-0.035, sens:0.735, spec:0.607, ppv:0.367, acc:0.637, f1:0.490, mcc:0.004, total+:166, total-:184 @threshold:-0.037, sens:0.747, spec:0.599, ppv:0.367, acc:0.634, f1:0.492, mcc:0.004, total+:169, total-:181 @threshold:-0.040, sens:0.747, spec:0.596, ppv:0.365, acc:0.631, f1:0.490, mcc:0.004, total+:170, total-:180 @threshold:-0.052, sens:0.759, spec:0.592, ppv:0.366, acc:0.631, f1:0.494, mcc:0.004, total+:172, total-:178 @threshold:-0.055, sens:0.759, spec:0.588, ppv:0.364, acc:0.629, f1:0.492, mcc:0.004, total+:173, total-:177 @threshold:-0.066, sens:0.783, spec:0.536, ppv:0.344, acc:0.594, f1:0.478, mcc:0.003, total+:189, total-:161 @threshold:-0.070, sens:0.795, spec:0.532, ppv:0.346, acc:0.594, f1:0.482, mcc:0.003, total+:191, total-:159 @threshold:-0.086, sens:0.807, spec:0.513, ppv:0.340, acc:0.583, f1:0.479, mcc:0.003, total+:197, total-:153 @threshold:-0.089, sens:0.819, spec:0.509, ppv:0.342, acc:0.583, f1:0.482, mcc:0.003, total+:199, total-:151 @threshold:-0.104, sens:0.831, spec:0.491, ppv:0.337, acc:0.571, f1:0.479, mcc:0.003, total+:205, total-:145 @threshold:-0.105, sens:0.831, spec:0.487, ppv:0.335, acc:0.569, f1:0.478, mcc:0.003, total+:206, total-:144 @threshold:-0.110, sens:0.843, spec:0.472, ppv:0.332, acc:0.560, f1:0.476, mcc:0.003, total+:211, total-:139 @threshold:-0.113, sens:0.843, spec:0.468, ppv:0.330, acc:0.557, f1:0.475, mcc:0.003, total+:212, total-:138 @threshold:-0.122, sens:0.855, spec:0.457, ppv:0.329, acc:0.551, f1:0.475, mcc:0.003, total+:216, total-:134 @threshold:-0.125, sens:0.880, spec:0.453, ppv:0.333, acc:0.554, f1:0.483, mcc:0.003, total+:219, total-:131 @threshold:-0.183, sens:0.892, spec:0.401, ppv:0.316, acc:0.517, f1:0.467, mcc:0.003, total+:234, total-:116 @threshold:-0.187, sens:0.892, spec:0.397, ppv:0.315, acc:0.514, f1:0.465, mcc:0.003, total+:235, total-:115 @threshold:-0.217, sens:0.904, spec:0.367, ppv:0.307, acc:0.494, f1:0.459, mcc:0.003, total+:244, total-:106 @threshold:-0.219, sens:0.904, spec:0.363, ppv:0.306, acc:0.491, f1:0.457, mcc:0.003, total+:245, total-:105 @threshold:-0.220, sens:0.916, spec:0.363, ppv:0.309, acc:0.494, f1:0.462, mcc:0.003, total+:246, total-:104 @threshold:-0.220, sens:0.916, spec:0.360, ppv:0.308, acc:0.491, f1:0.461, mcc:0.003, total+:247, total-:103 @threshold:-0.242, sens:0.928, spec:0.322, ppv:0.298, acc:0.466, f1:0.452, mcc:0.002, total+:258, total-:92 @threshold:-0.250, sens:0.928, spec:0.318, ppv:0.297, acc:0.463, f1:0.450, mcc:0.002, total+:259, total-:91 @threshold:-0.253, sens:0.940, spec:0.318, ppv:0.300, acc:0.466, f1:0.455, mcc:0.003, total+:260, total-:90 @threshold:-0.256, sens:0.940, spec:0.315, ppv:0.299, acc:0.463, f1:0.453, mcc:0.002, total+:261, total-:89 @threshold:-0.272, sens:0.952, spec:0.307, ppv:0.299, acc:0.460, f1:0.455, mcc:0.003, total+:264, total-:86 @threshold:-0.281, sens:0.952, spec:0.303, ppv:0.298, acc:0.457, f1:0.454, mcc:0.003, total+:265, total-:85 @threshold:-0.288, sens:0.964, spec:0.300, ppv:0.300, acc:0.457, f1:0.457, mcc:0.003, total+:267, total-:83 @threshold:-0.290, sens:0.964, spec:0.296, ppv:0.299, acc:0.454, f1:0.456, mcc:0.003, total+:268, total-:82 @threshold:-0.330, sens:0.976, spec:0.273, ppv:0.295, acc:0.440, f1:0.453, mcc:0.003, total+:275, total-:75 @threshold:-0.331, sens:0.976, spec:0.270, ppv:0.293, acc:0.437, f1:0.451, mcc:0.003, total+:276, total-:74 @threshold:-0.505, sens:0.988, spec:0.165, ppv:0.269, acc:0.360, f1:0.423, mcc:0.002, total+:305, total-:45 @threshold:-0.512, sens:0.988, spec:0.161, ppv:0.268, acc:0.357, f1:0.422, mcc:0.002, total+:306, total-:44 @threshold:-1.070, sens:1.000, spec:0.004, ppv:0.238, acc:0.240, f1:0.384, mcc:0.002, total+:349, total-:1 * Vital: BMI-gain0to24 | coef 0.088 95% CI: [0.064 , 0.112] | OR_adj 1.092 [1.066 1.118] | occ: 1391 | OR_unadj: 4.247 [3.349 5.386] | indivs AUC:0.749 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.109 Diagnosis:9ccs58:Ot nutrit dx:0.096 Newborn Diagnosis:9ccs47:Ot bnign neo:0.094 Diagnosis:9ccs106:Dysrhythmia:0.087 Diagnosis:9ccs128:Asthma:0.085 Diagnosis:9ccs235:Opn wnd head:0.082 Diagnosis:9ccs95:Oth nerv dx:-0.075 Diagnosis:9ccs246:FUO:0.071 Diagnosis:9ccs243:Poisn nonmed:0.071 Diagnosis:9ccs86:Cataract:-0.066 * Vital: BMI-latest | coef 0.085 95% CI: [0.066 , 0.104] | OR_adj 1.089 [1.069 1.110] | occ: 1672 | OR_unadj: 4.483 [3.496 5.747] | indivs AUC:0.731 Correlated most with: Diagnosis:9ccs95:Oth nerv dx:-0.085 Diagnosis:9ccs128:Asthma:0.083 Diagnosis:9ccs138:Esophgeal dx:-0.071 Diagnosis:9ccs243:Poisn nonmed:0.063 Diagnosis:9ccs86:Cataract:-0.059 Newborn Diagnosis:9ccs166:Oth male gen:-0.058 Newborn Diagnosis:9ccs191:Amnios dx:0.056 Diagnosis:9ccs214:GI cong anom:-0.054 Diagnosis:9ccs133:Oth low resp:0.053 MatDeliveryAge:-0.053 * Vital: Wt-avg19to24 | coef 0.081 95% CI: [0.062 , 0.101] | OR_adj 1.085 [1.064 1.106] | occ: 1417 | OR_unadj: 4.067 [3.209 5.154] | indivs AUC:0.749 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.086 Diagnosis:9ccs128:Asthma:0.083 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.083 Diagnosis:9ccs120:Hemmorhoids:0.083 Newborn Diagnosis:9ccs219:Low birth wt:-0.079 Newborn Diagnosis:9ccs47:Ot bnign neo:0.072 Diagnosis:9ccs86:Cataract:-0.065 Diagnosis:9ccs136:Teeth dx:-0.063 Diagnosis:9ccs58:Ot nutrit dx:0.063 Diagnosis:9ccs147:Anal/rectal:0.063 * Vital: Wt for Length ZScore-latest | coef 0.045 95% CI: [0.029 , 0.062] | OR_adj 1.046 [1.029 1.064] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.761 Correlated most with: Diagnosis:9ccs128:Asthma:0.102 Diagnosis:9ccs95:Oth nerv dx:-0.083 Number of Visits:0.073 Diagnosis:9ccs86:Cataract:-0.071 Diagnosis:9ccs138:Esophgeal dx:-0.071 Diagnosis:9ccs133:Oth low resp:0.067 Diagnosis:9ccs92:Otitis media:0.064 Diagnosis:9ccs122:Pneumonia:0.061 Newborn Diagnosis:9ccs166:Oth male gen:-0.056 Diagnosis:9ccs125:Bronchitis:0.055 * Vital: Wt-gain0to24 | coef 0.045 95% CI: [0.030 , 0.060] | OR_adj 1.046 [1.030 1.062] | occ: 1411 | OR_unadj: 3.949 [3.118 5.001] | indivs AUC:0.735 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.090 Diagnosis:9ccs128:Asthma:0.084 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.084 Diagnosis:9ccs120:Hemmorhoids:0.084 Newborn Diagnosis:9ccs219:Low birth wt:-0.075 Newborn Diagnosis:9ccs47:Ot bnign neo:0.072 Diagnosis:9ccs106:Dysrhythmia:0.071 Diagnosis:9ccs86:Cataract:-0.065 Diagnosis:9ccs136:Teeth dx:-0.065 Diagnosis:9ccs147:Anal/rectal:0.063 * Vital: BMI-avg19to24 | coef 0.022 95% CI: [0.008 , 0.036] | OR_adj 1.022 [1.009 1.036] | occ: 1397 | OR_unadj: 4.344 [3.423 5.512] | indivs AUC:0.762 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.105 Diagnosis:9ccs58:Ot nutrit dx:0.094 Newborn Diagnosis:9ccs47:Ot bnign neo:0.094 Diagnosis:9ccs128:Asthma:0.084 Diagnosis:9ccs235:Opn wnd head:0.082 Diagnosis:9ccs106:Dysrhythmia:0.081 Diagnosis:9ccs95:Oth nerv dx:-0.073 Diagnosis:9ccs243:Poisn nonmed:0.072 Diagnosis:9ccs246:FUO:0.071 Diagnosis:9ccs86:Cataract:-0.065 * Vital: Wt for Len Percentile-latest | coef 0.018 95% CI: [0.010 , 0.025] | OR_adj 1.018 [1.010 1.025] | occ: 1601 | OR_unadj: 4.255 [3.294 5.497] | indivs AUC:0.751 Correlated most with: Diagnosis:9ccs128:Asthma:0.102 Diagnosis:9ccs95:Oth nerv dx:-0.074 Diagnosis:9ccs138:Esophgeal dx:-0.073 MatDeliveryAge:-0.064 Diagnosis:9ccs214:GI cong anom:-0.064 Diagnosis:9ccs133:Oth low resp:0.061 Diagnosis:9ccs243:Poisn nonmed:0.061 Diagnosis:9ccs122:Pneumonia:0.060 Diagnosis:9ccs246:FUO:0.058 Diagnosis:9ccs92:Otitis media:0.057 * Vital: BMI-avg16to19 | coef 0.018 95% CI: [0.009 , 0.026] | OR_adj 1.018 [1.009 1.026] | occ: 1293 | OR_unadj: 3.189 [2.527 4.025] | indivs AUC:0.723 Correlated most with: Diagnosis:9ccs214:GI cong anom:-0.074 Newborn Diagnosis:9ccs191:Amnios dx:0.066 Diagnosis:9ccs143:Abdom hernia:0.062 Diagnosis:9ccs235:Opn wnd head:0.058 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.058 Diagnosis:9ccs56:Cystic fibro:-0.057 MatDeliveryAge:-0.057 Diagnosis:9ccs86:Cataract:-0.056 Lab:294199 BILIRUBIN SCAN - LMC:-0.054 Diagnosis:9ccs246:FUO:0.053 * Vital: Wt for Len Percentile-avg16to19 | coef 0.016 95% CI: [0.009 , 0.023] | OR_adj 1.016 [1.009 1.023] | occ: 1294 | OR_unadj: 3.224 [2.551 4.073] | indivs AUC:0.735 Correlated most with: MatDeliveryAge:-0.089 Diagnosis:9ccs214:GI cong anom:-0.076 Diagnosis:9ccs128:Asthma:0.059 Diagnosis:9ccs86:Cataract:-0.059 Newborn Diagnosis:9ccs215:gu cong anom:0.056 Diagnosis:9ccs253:Allergy:0.056 Diagnosis:9ccs129:Asp pneumon:-0.052 Diagnosis:9ccs138:Esophgeal dx:-0.052 Lab:294495 LEAD, BLOOD - LMC:0.050 Lab:294199 BILIRUBIN SCAN - LMC:-0.050 * Vital: Wt for Length ZScore-avg19to24 | coef 0.015 95% CI: [0.006 , 0.023] | OR_adj 1.015 [1.006 1.023] | occ: 1392 | OR_unadj: 4.002 [3.155 5.076] | indivs AUC:0.774 Correlated most with: Diagnosis:9ccs128:Asthma:0.079 Diagnosis:9ccs86:Cataract:-0.079 Diagnosis:9ccs235:Opn wnd head:0.074 Diagnosis:9ccs246:FUO:0.066 Diagnosis:9ccs138:Esophgeal dx:-0.065 Diagnosis:9ccs214:GI cong anom:-0.064 Diagnosis:9ccs243:Poisn nonmed:0.064 Diagnosis:9ccs58:Ot nutrit dx:0.062 Diagnosis:9ccs95:Oth nerv dx:-0.061 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.054 * Vital: Wt-latest | coef 0.015 95% CI: [0.008 , 0.021] | OR_adj 1.015 [1.008 1.021] | occ: 1677 | OR_unadj: 4.020 [3.127 5.168] | indivs AUC:0.703 Correlated most with: Number of Visits:0.362 Diagnosis:9ccs126:Ot up rsp in:0.282 Diagnosis:9ccs92:Otitis media:0.237 Diagnosis:9ccs10:Immuniz/scrn:0.219 Diagnosis:9ccs128:Asthma:0.149 Diagnosis:9ccs257:Ot aftercare:0.137 Diagnosis:9ccs7:Viral infect:0.137 Diagnosis:9ccs125:Bronchitis:0.134 Diagnosis:9ccs135:Intest infct:0.133 Diagnosis:9ccs122:Pneumonia:0.116 * Vital: BMI-avg7to10 | coef 0.014 95% CI: [0.006 , 0.022] | OR_adj 1.014 [1.006 1.022] | occ: 1342 | OR_unadj: 2.069 [1.645 2.602] | indivs AUC:0.677 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.104 Diagnosis:9ccs128:Asthma:0.087 Diagnosis:9ccs72:Anxiety dx:0.085 Diagnosis:9ccs125:Bronchitis:0.084 Newborn Diagnosis:9ccs47:Ot bnign neo:0.075 Diagnosis:9ccs95:Oth nerv dx:-0.073 Diagnosis:9ccs143:Abdom hernia:0.068 Diagnosis:9ccs167:Breast dx:0.067 MatDeliveryAge:-0.062 Newborn Diagnosis:9ccs223:Birth trauma:-0.059 * Vital: Wt for Length ZScore-avg16to19 | coef 0.011 95% CI: [0.006 , 0.016] | OR_adj 1.011 [1.006 1.016] | occ: 1292 | OR_unadj: 3.143 [2.490 3.966] | indivs AUC:0.718 Correlated most with: Diagnosis:9ccs214:GI cong anom:-0.072 MatDeliveryAge:-0.071 Diagnosis:9ccs86:Cataract:-0.069 Diagnosis:9ccs143:Abdom hernia:0.064 Newborn Diagnosis:9ccs191:Amnios dx:0.062 Newborn Diagnosis:9ccs133:Oth low resp:-0.058 Diagnosis:9ccs95:Oth nerv dx:-0.056 Diagnosis:9ccs246:FUO:0.056 Diagnosis:9ccs138:Esophgeal dx:-0.055 Diagnosis:9ccs128:Asthma:0.055 * Vital: Wt for Length ZScore-avg7to10 | coef 0.010 95% CI: [0.003 , 0.017] | OR_adj 1.010 [1.003 1.017] | occ: 1346 | OR_unadj: 2.147 [1.708 2.700] | indivs AUC:0.675 Correlated most with: Diagnosis:9ccs128:Asthma:0.096 Diagnosis:9ccs95:Oth nerv dx:-0.088 Newborn Diagnosis:9ccs191:Amnios dx:0.084 Diagnosis:9ccs125:Bronchitis:0.080 MatDeliveryAge:-0.069 Diagnosis:9ccs143:Abdom hernia:0.058 Diagnosis:9ccs138:Esophgeal dx:-0.056 Newborn Diagnosis:9ccs47:Ot bnign neo:0.055 Diagnosis:9ccs167:Breast dx:0.054 Diagnosis:9ccs129:Asp pneumon:-0.053 * Vital: Wt for Len Percentile-gain0to24 | coef 0.010 95% CI: [0.004 , 0.015] | OR_adj 1.010 [1.004 1.015] | occ: 1392 | OR_unadj: 3.861 [3.032 4.917] | indivs AUC:0.753 Correlated most with: Diagnosis:9ccs128:Asthma:0.080 Diagnosis:9ccs243:Poisn nonmed:0.068 Diagnosis:9ccs95:Oth nerv dx:-0.066 Diagnosis:9ccs214:GI cong anom:-0.066 Diagnosis:9ccs246:FUO:0.062 Diagnosis:9ccs86:Cataract:-0.062 Diagnosis:9ccs133:Oth low resp:0.061 Diagnosis:9ccs138:Esophgeal dx:-0.060 MatDeliveryAge:-0.060 Diagnosis:9ccs209:Ot acq defor:0.052 * Vital: Wt-avg3to5 | coef 0.009 95% CI: [0.004 , 0.014] | OR_adj 1.009 [1.004 1.015] | occ: 1344 | OR_unadj: 1.988 [1.580 2.502] | indivs AUC:0.629 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.187 Diagnosis:9ccs219:Low birth wt:-0.140 Diagnosis:9ccs138:Esophgeal dx:-0.105 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.104 Newborn Diagnosis:9ccs253:Allergy:-0.093 Diagnosis:9ccs155:Other GI dx:-0.085 Newborn Diagnosis:9ccs221:Resp distres:-0.082 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.080 Newborn Diagnosis:9ccs222:Perint jaund:-0.075 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.073 MatDeliveryAge | coef 0.008 95% CI: [0.004 , 0.011] | OR_adj 1.008 [1.004 1.011] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.529 Correlated most with: MatDeliveryAge:1.000 Newborn Diagnosis:9ccs259:Unclassified:0.132 Number of Visits:0.107 Diagnosis:9ccs239:Superfic inj:0.080 Diagnosis:9ccs86:Cataract:0.072 Diagnosis:9ccs70:Schizo/rl dx:0.068 Diagnosis:9ccs115:Aneurysm:0.068 Diagnosis:9ccs123:Influenza:0.062 Diagnosis:9ccs74:Ot mentl cnd:0.062 Diagnosis:9ccs90:Eye infectn:0.059 * Vital: Wt-avg16to19 | coef 0.007 95% CI: [0.002 , 0.012] | OR_adj 1.007 [1.002 1.013] | occ: 1323 | OR_unadj: 3.040 [2.410 3.836] | indivs AUC:0.708 Correlated most with: Diagnosis:9ccs143:Abdom hernia:0.077 Newborn Diagnosis:9ccs219:Low birth wt:-0.074 Diagnosis:9ccs120:Hemmorhoids:0.070 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.070 Diagnosis:9ccs147:Anal/rectal:0.069 Diagnosis:9ccs208:Acq foot def:0.064 Diagnosis:9ccs95:Oth nerv dx:-0.064 Diagnosis:9ccs86:Cataract:-0.063 Diagnosis:9ccs128:Asthma:0.060 Diagnosis:9ccs138:Esophgeal dx:-0.058 * Vital: Wt for Length Zscore-avg10to13 | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.003 1.010] | occ: 1403 | OR_unadj: 2.480 [1.970 3.122] | indivs AUC:0.670 Correlated most with: Diagnosis:9ccs128:Asthma:0.092 Newborn Diagnosis:9ccs191:Amnios dx:0.089 MatDeliveryAge:-0.078 Diagnosis:9ccs95:Oth nerv dx:-0.075 Diagnosis:9ccs138:Esophgeal dx:-0.067 Newborn Diagnosis:9ccs47:Ot bnign neo:0.064 Diagnosis:9ccs143:Abdom hernia:0.064 Diagnosis:9ccs129:Asp pneumon:-0.059 Diagnosis:9ccs155:Other GI dx:-0.059 Diagnosis:9ccs55:Fluid/elc dx:-0.058 * Vital: Wt for Length ZScore-avg13to16 | coef 0.006 95% CI: [0.002 , 0.010] | OR_adj 1.006 [1.002 1.010] | occ: 1285 | OR_unadj: 2.287 [1.818 2.877] | indivs AUC:0.673 Correlated most with: Diagnosis:9ccs143:Abdom hernia:0.081 Diagnosis:9ccs214:GI cong anom:-0.076 Diagnosis:9ccs128:Asthma:0.069 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.069 Diagnosis:9ccs86:Cataract:-0.068 Diagnosis:9ccs136:Teeth dx:-0.066 Diagnosis:9ccs95:Oth nerv dx:-0.065 MatDeliveryAge:-0.064 Diagnosis:9ccs147:Anal/rectal:0.063 Diagnosis:9ccs138:Esophgeal dx:-0.062 * Vital: Wt for Len Percentile-avg10to13 | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.003 1.009] | occ: 1404 | OR_unadj: 2.684 [2.131 3.381] | indivs AUC:0.669 Correlated most with: Diagnosis:9ccs128:Asthma:0.105 MatDeliveryAge:-0.077 Newborn Diagnosis:9ccs191:Amnios dx:0.074 Diagnosis:9ccs95:Oth nerv dx:-0.071 Diagnosis:9ccs143:Abdom hernia:0.069 Newborn Diagnosis:9ccs223:Birth trauma:-0.063 Diagnosis:9ccs125:Bronchitis:0.056 Diagnosis:9ccs136:Teeth dx:-0.055 Diagnosis:9ccs138:Esophgeal dx:-0.055 Newborn Diagnosis:9ccs47:Ot bnign neo:0.052 * Vital: Wt-avg5to7 | coef 0.005 95% CI: [0.001 , 0.009] | OR_adj 1.005 [1.001 1.009] | occ: 1369 | OR_unadj: 2.216 [1.761 2.787] | indivs AUC:0.613 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.110 Diagnosis:9ccs138:Esophgeal dx:-0.100 Diagnosis:9ccs219:Low birth wt:-0.090 Diagnosis:9ccs95:Oth nerv dx:-0.084 Diagnosis:9ccs128:Asthma:0.080 Newborn Diagnosis:9ccs221:Resp distres:-0.071 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.070 Diagnosis:9ccs92:Otitis media:0.066 Diagnosis:9ccs204:Ot joint dx:0.057 Newborn Diagnosis:9ccs222:Perint jaund:-0.056 * Vital: Wt for Length ZScore-avg3to5 | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 1321 | OR_unadj: 1.681 [1.337 2.114] | indivs AUC:0.639 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.103 Diagnosis:9ccs59:Anemia:0.070 Diagnosis:9ccs214:GI cong anom:-0.063 Diagnosis:9ccs123:Influenza:-0.062 Diagnosis:9ccs74:Ot mentl cnd:-0.062 Diagnosis:9ccs95:Oth nerv dx:-0.062 Newborn Diagnosis:9ccs166:Oth male gen:0.060 Diagnosis:9ccs52:Nutrit defic:-0.060 Diagnosis:9ccs2611:E Codes: Natural/environment:0.057 Diagnosis:9ccs211:Ot conn tiss:-0.057 Vital: Temp-latest | coef 0.004 95% CI: [0.001 , 0.008] | OR_adj 1.004 [1.001 1.008] | occ: 1676 | OR_unadj: 1.157 [0.921 1.453] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:0.083 Diagnosis:9ccs124:Tonsillitis:0.081 Diagnosis:9ccs154:Gastroent:-0.079 Lab:323854 CULTURE FECES - Sunrise:-0.075 Lab:306854 PLATELET COUNT - Sunrise:0.074 Diagnosis:9ccs238:Complic proc:0.069 Diagnosis:9ccs92:Otitis media:0.064 Diagnosis:9ccs126:Ot up rsp in:0.062 Diagnosis:9ccs151:Oth liver dx:-0.062 Diagnosis:9ccs239:Superfic inj:-0.059 Vital: Ht Percentile-gain13to19 | coef 0.004 95% CI: [0.000 , 0.008] | OR_adj 1.004 [1.000 1.008] | occ: 832 | OR_unadj: 1.172 [0.894 1.536] | indivs AUC:0.476 Correlated most with: Diagnosis:9ccs244:Other injury:0.068 Newborn Diagnosis:9ccs191:Amnios dx:-0.067 Newborn Diagnosis:9ccs223:Birth trauma:-0.066 Diagnosis:9ccs259:Unclassified:0.064 Diagnosis:9ccs98:HTN:0.061 Diagnosis:9ccs230:Fx leg:0.058 Diagnosis:9ccs254:Rehab:0.055 Diagnosis:10ccs58:Ot nutrit dx:-0.051 Diagnosis:9ccs250:Nausea/vomit:0.049 Diagnosis:9ccs75:Hx mental dx:-0.049 * Vital: Wt-gain13to19 | coef 0.004 95% CI: [0.001 , 0.006] | OR_adj 1.004 [1.001 1.006] | occ: 1448 | OR_unadj: 1.720 [1.369 2.161] | indivs AUC:0.588 Correlated most with: Diagnosis:9ccs130:Pleurisy:0.076 Diagnosis:9ccs243:Poisn nonmed:0.065 Diagnosis:9ccs230:Fx leg:0.057 Diagnosis:9ccs259:Unclassified:0.051 Diagnosis:9ccs223:Birth trauma:-0.051 Diagnosis:9ccs235:Opn wnd head:0.049 Diagnosis:9ccs5:HIV infectn:-0.049 Diagnosis:9ccs98:HTN:0.049 Newborn Diagnosis:9ccs239:Superfic inj:-0.047 Newborn Diagnosis:9ccs104:Oth heart dx:-0.047 * Vital: Wt-avg1to3 | coef 0.004 95% CI: [0.001 , 0.006] | OR_adj 1.004 [1.001 1.006] | occ: 1388 | OR_unadj: 1.947 [1.549 2.448] | indivs AUC:0.580 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.301 Diagnosis:9ccs219:Low birth wt:-0.233 Newborn Diagnosis:9ccs221:Resp distres:-0.122 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117 Newborn Diagnosis:9ccs222:Perint jaund:-0.116 Newborn Diagnosis:9ccs253:Allergy:-0.104 Lab:297262 HEMOGLOBIN (HEMOCUE):0.103 Diagnosis:9ccs138:Esophgeal dx:-0.093 Newborn Diagnosis:9ccs256:Exam/eval:-0.078 Diagnosis:9ccs159:UTI:0.071 * Vital: BMI-avg10to13 | coef 0.004 95% CI: [0.000 , 0.007] | OR_adj 1.004 [1.000 1.007] | occ: 1400 | OR_unadj: 2.301 [1.830 2.895] | indivs AUC:0.648 Correlated most with: Diagnosis:9ccs128:Asthma:0.101 Newborn Diagnosis:9ccs191:Amnios dx:0.094 Diagnosis:9ccs246:FUO:-0.079 MatDeliveryAge:-0.077 Diagnosis:9ccs95:Oth nerv dx:-0.071 Newborn Diagnosis:9ccs47:Ot bnign neo:0.069 Diagnosis:9ccs143:Abdom hernia:0.068 Newborn Diagnosis:9ccs223:Birth trauma:-0.060 Diagnosis:9ccs138:Esophgeal dx:-0.058 Newborn Diagnosis:9ccs95:Oth nerv dx:0.055 * Vital: Wt for Len Percentile-avg19to24 | coef 0.003 95% CI: [0.000 , 0.006] | OR_adj 1.003 [1.000 1.006] | occ: 1398 | OR_unadj: 3.884 [3.049 4.948] | indivs AUC:0.767 Correlated most with: Diagnosis:9ccs128:Asthma:0.082 Diagnosis:9ccs243:Poisn nonmed:0.069 Diagnosis:9ccs214:GI cong anom:-0.066 Diagnosis:9ccs95:Oth nerv dx:-0.064 Diagnosis:9ccs246:FUO:0.062 Diagnosis:9ccs86:Cataract:-0.061 Diagnosis:9ccs138:Esophgeal dx:-0.061 Diagnosis:9ccs133:Oth low resp:0.060 MatDeliveryAge:-0.054 Newborn Diagnosis:9ccs191:Amnios dx:0.053 Vital: HR-avg3to5 | coef -0.003 95% CI: [-0.008 , 0.003] | OR_adj 0.997 [0.992 1.003] | occ: 273 | OR_unadj: 0.649 [0.397 1.061] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs70:Schizo/rl dx:-0.102 Diagnosis:9ccs9:Sexual Infxs:0.091 Diagnosis:9ccs44:Neoplsm unsp:-0.089 Diagnosis:9ccs230:Fx leg:-0.081 Diagnosis:9ccs224:Ot perint dx:0.077 Number of Visits:0.067 Diagnosis:9ccs135:Intest infct:0.064 Diagnosis:9ccs141:Ot dx stomch:0.063 Diagnosis:9ccs125:Bronchitis:0.060 Diagnosis:9ccs143:Abdom hernia:0.059 * Vital: Wt Percentile-latest | coef 0.003 95% CI: [0.000 , 0.006] | OR_adj 1.003 [1.000 1.006] | occ: 1034 | OR_unadj: 2.653 [2.104 3.345] | indivs AUC:0.695 Correlated most with: Diagnosis:9ccs128:Asthma:0.091 Diagnosis:9ccs136:Teeth dx:-0.070 Diagnosis:9ccs154:Gastroent:-0.068 Diagnosis:9ccs238:Complic proc:-0.067 Newborn Diagnosis:9ccs253:Allergy:-0.065 Lab:306854 PLATELET COUNT - Sunrise:-0.062 Diagnosis:9ccs145:Int obstruct:-0.061 Diagnosis:9ccs59:Anemia:-0.057 Newborn Diagnosis:9ccs191:Amnios dx:0.057 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.057 Diagnosis:9ccs256:Exam/eval | coef -0.003 95% CI: [-0.008 , 0.003] | OR_adj 0.997 [0.992 1.003] | occ: 141 | OR_unadj: 0.785 [0.505 1.221] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs256:Exam/eval:1.000 Diagnosis:9ccs133:Oth low resp:0.184 Number of Visits:0.148 Diagnosis:9ccs155:Other GI dx:0.140 Diagnosis:9ccs200:Oth skin dx:0.140 Diagnosis:9ccs154:Gastroent:0.138 Diagnosis:9ccs239:Superfic inj:0.127 Diagnosis:9ccs253:Allergy:0.118 Diagnosis:9ccs232:Sprain:0.114 Diagnosis:9ccs258:Other screen:0.102 Vital: Ht-avg7to10 | coef -0.003 95% CI: [-0.007 , 0.002] | OR_adj 0.997 [0.993 1.002] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.483 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.153 Diagnosis:9ccs219:Low birth wt:-0.081 Newborn Diagnosis:9ccs256:Exam/eval:-0.060 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.059 Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.059 Diagnosis:9ccs223:Birth trauma:0.059 Lab:323854 CULTURE FECES - Sunrise:0.059 Diagnosis:9ccs200:Oth skin dx:0.058 Diagnosis:10ccs238:Complic proc:-0.057 Diagnosis:9ccs2604:E Codes: Fire/burn:-0.057 Vital: Ht Percentile-gain10to16 | coef -0.002 95% CI: [-0.005 , 0.000] | OR_adj 0.998 [0.995 1.000] | occ: 760 | OR_unadj: 0.965 [0.731 1.274] | indivs AUC:0.544 Correlated most with: Diagnosis:9ccs0:No DX:0.103 Diagnosis:9ccs105:Conduction:0.092 Diagnosis:9ccs230:Fx leg:-0.075 Diagnosis:9ccs228:Fx skull fac:0.074 Diagnosis:9ccs167:Breast dx:0.074 Lab:294199 BILIRUBIN SCAN - LMC:-0.071 Lab:292495 LEAD LEVEL - Sunrise:0.069 Diagnosis:9ccs51:Ot endo dsor:-0.065 Diagnosis:9ccs222:Perint jaund:-0.061 Diagnosis:9ccs72:Anxiety dx:0.061 * Vital: BMI-avg13to16 | coef 0.002 95% CI: [-0.001 , 0.006] | OR_adj 1.002 [0.999 1.006] | occ: 1283 | OR_unadj: 2.266 [1.799 2.852] | indivs AUC:0.652 Correlated most with: Diagnosis:9ccs143:Abdom hernia:0.075 MatDeliveryAge:-0.071 Diagnosis:9ccs128:Asthma:0.069 Diagnosis:9ccs214:GI cong anom:-0.067 Diagnosis:9ccs95:Oth nerv dx:-0.067 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.062 Diagnosis:9ccs138:Esophgeal dx:-0.060 Diagnosis:9ccs147:Anal/rectal:0.060 Diagnosis:9ccs86:Cataract:-0.058 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.058 * Vital: BMI-avg3to5 | coef 0.002 95% CI: [-0.000 , 0.005] | OR_adj 1.002 [1.000 1.005] | occ: 1314 | OR_unadj: 1.808 [1.437 2.274] | indivs AUC:0.635 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.107 Newborn Diagnosis:9ccs166:Oth male gen:0.076 Diagnosis:9ccs74:Ot mentl cnd:-0.071 Diagnosis:9ccs95:Oth nerv dx:-0.066 Diagnosis:9ccs61:Sickle cell:-0.060 Diagnosis:9ccs134:Ot uppr resp:-0.060 Diagnosis:9ccs211:Ot conn tiss:-0.059 Diagnosis:9ccs52:Nutrit defic:-0.057 Newborn Diagnosis:9ccs191:Amnios dx:0.056 Diagnosis:9ccs2611:E Codes: Natural/environment:0.056 * Vital: Ht Percentile-gain0to24 | coef 0.002 95% CI: [-0.002 , 0.006] | OR_adj 1.002 [0.998 1.006] | occ: 926 | OR_unadj: 1.596 [1.246 2.043] | indivs AUC:0.590 Correlated most with: Diagnosis:9ccs229:Fx arm:0.084 Diagnosis:9ccs136:Teeth dx:-0.075 Diagnosis:9ccs59:Anemia:-0.074 Diagnosis:9ccs147:Anal/rectal:0.061 Diagnosis:9ccs212:Ot bone dx:-0.061 Diagnosis:9ccs120:Hemmorhoids:0.060 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.060 Diagnosis:9ccs243:Poisn nonmed:-0.056 Diagnosis:9ccs105:Conduction:0.056 Newborn Diagnosis:9ccs223:Birth trauma:0.056 * Vital: Wt for Length ZScore-avg5to7 | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 1347 | OR_unadj: 1.778 [1.414 2.235] | indivs AUC:0.617 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.108 Diagnosis:9ccs95:Oth nerv dx:-0.102 Diagnosis:9ccs128:Asthma:0.094 Newborn Diagnosis:9ccs218:Liveborn:0.085 Diagnosis:9ccs204:Ot joint dx:0.072 Diagnosis:9ccs59:Anemia:0.070 Diagnosis:9ccs143:Abdom hernia:0.065 Newborn Diagnosis:9ccs0:No DX:-0.065 Diagnosis:9ccs92:Otitis media:0.063 Diagnosis:9ccs2611:E Codes: Natural/environment:0.063 Diagnosis:9ccs96:Hrt valve dx | coef 0.002 95% CI: [-0.002 , 0.006] | OR_adj 1.002 [0.998 1.006] | occ: 159 | OR_unadj: 1.256 [0.863 1.827] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.473 Newborn Diagnosis:9ccs96:Hrt valve dx:0.250 Diagnosis:9ccs117:Ot circul dx:0.228 Newborn Diagnosis:9ccs213:Cardiac anom:0.208 Newborn Diagnosis:9ccs216:Nerv cong an:0.131 Diagnosis:9ccs245:Syncope:0.131 Diagnosis:9ccs244:Other injury:0.101 Diagnosis:9ccs91:Other eye dx:0.097 Diagnosis:9ccs83:Epilepsy/cnv:0.089 * Vital: Wt for Length ZScore-avg1to3 | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 1377 | OR_unadj: 1.349 [1.074 1.693] | indivs AUC:0.564 Correlated most with: Number of Visits:-0.081 Diagnosis:9ccs138:Esophgeal dx:-0.081 Diagnosis:9ccs129:Asp pneumon:-0.077 Diagnosis:9ccs154:Gastroent:-0.065 Diagnosis:9ccs64:Ot hematl dx:0.064 Diagnosis:9ccs2:Septicemia:-0.064 Diagnosis:9ccs223:Birth trauma:-0.064 Diagnosis:9ccs47:Ot bnign neo:0.063 Diagnosis:9ccs2620:E Codes: Unspecified:-0.060 Newborn Diagnosis:9ccs47:Ot bnign neo:0.059 * Vital: Wt-avg0to1 | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 1356 | OR_unadj: 1.489 [1.184 1.873] | indivs AUC:0.573 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.352 Diagnosis:9ccs219:Low birth wt:-0.282 Lab:297262 HEMOGLOBIN (HEMOCUE):0.131 Newborn Diagnosis:9ccs221:Resp distres:-0.123 Newborn Diagnosis:9ccs222:Perint jaund:-0.114 Newborn Diagnosis:9ccs253:Allergy:-0.105 Newborn Diagnosis:9ccs256:Exam/eval:-0.095 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.095 Diagnosis:9ccs198:Ot infl skin:0.075 Diagnosis:9ccs216:Nerv cong an:-0.073 * Vital: Wt-gain3to7 | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 1487 | OR_unadj: 1.284 [1.021 1.614] | indivs AUC:0.520 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.097 Diagnosis:9ccs92:Otitis media:0.091 Number of Visits:0.090 Lab:294048 STOOL CULTURE - LMC:-0.080 Diagnosis:9ccs127:COPD:0.078 Diagnosis:9ccs212:Ot bone dx:0.073 Diagnosis:9ccs181:Ot preg comp:-0.070 Lab:321098 OCCULT BLOOD FECES - Sunrise:0.066 Diagnosis:9ccs122:Pneumonia:0.066 Diagnosis:9ccs113:Late eff CVD:0.065 Diagnosis:9ccs59:Anemia | coef 0.002 95% CI: [-0.002 , 0.005] | OR_adj 1.002 [0.998 1.005] | occ: 182 | OR_unadj: 1.032 [0.714 1.490] | indivs AUC:0.518 Correlated most with: Diagnosis:9ccs59:Anemia:1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.135 Diagnosis:9ccs216:Nerv cong an:0.108 Number of Visits:0.088 Diagnosis:9ccs10:Immuniz/scrn:0.085 Diagnosis:9ccs255:Social admin:0.076 Diagnosis:9ccs245:Syncope:0.076 Diagnosis:9ccs137:Mouth dx:0.075 Diagnosis:9ccs4:Mycoses:0.074 Newborn Diagnosis:9ccs138:Esophgeal dx:0.070 Vital: Wt for Len Percentile-avg3to5 | coef -0.002 95% CI: [-0.005 , 0.002] | OR_adj 0.998 [0.995 1.002] | occ: 504 | OR_unadj: 1.284 [0.941 1.751] | indivs AUC:0.596 Correlated most with: Diagnosis:9ccs2620:E Codes: Unspecified:-0.068 Lab:294147 FREE T4 - LMC:0.066 Diagnosis:9ccs117:Ot circul dx:-0.065 Diagnosis:9ccs211:Ot conn tiss:-0.063 Newborn Diagnosis:9ccs106:Dysrhythmia:-0.062 Diagnosis:9ccs208:Acq foot def:0.059 Diagnosis:9ccs2604:E Codes: Fire/burn:-0.059 Diagnosis:10ccs238:Complic proc:-0.059 Diagnosis:9ccs2:Septicemia:0.059 Diagnosis:9ccs48:Thyroid dsor:0.059 * Vital: Wt for Len Percentile-avg5to7 | coef 0.002 95% CI: [-0.001 , 0.005] | OR_adj 1.002 [0.999 1.005] | occ: 1198 | OR_unadj: 2.078 [1.634 2.643] | indivs AUC:0.619 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.091 Diagnosis:9ccs95:Oth nerv dx:-0.078 Newborn Diagnosis:9ccs191:Amnios dx:0.076 Diagnosis:9ccs204:Ot joint dx:0.071 Diagnosis:9ccs128:Asthma:0.070 Diagnosis:9ccs59:Anemia:0.062 Diagnosis:9ccs224:Ot perint dx:-0.061 Diagnosis:9ccs92:Otitis media:0.058 Newborn Diagnosis:9ccs47:Ot bnign neo:0.054 Diagnosis:9ccs246:FUO:0.052 Diagnosis:9ccs0:No DX | coef -0.002 95% CI: [-0.005 , 0.002] | OR_adj 0.998 [0.995 1.002] | occ: 89 | OR_unadj: 1.408 [0.874 2.268] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs0:No DX:1.000 Diagnosis:9ccs10:Immuniz/scrn:0.110 Diagnosis:9ccs105:Conduction:0.103 Diagnosis:9ccs212:Ot bone dx:0.085 Diagnosis:9ccs44:Neoplsm unsp:0.069 Diagnosis:9ccs209:Ot acq defor:0.065 Diagnosis:9ccs135:Intest infct:0.053 Diagnosis:9ccs250:Nausea/vomit:0.053 Diagnosis:9ccs255:Social admin:0.052 Diagnosis:9ccs58:Ot nutrit dx:0.052 Vital: Wt Change-avg5to7 | coef 0.002 95% CI: [-0.001 , 0.004] | OR_adj 1.002 [0.999 1.004] | occ: 425 | OR_unadj: 1.110 [0.767 1.607] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs125:Bronchitis:-0.121 Number of Visits:-0.114 Diagnosis:9ccs92:Otitis media:-0.106 Diagnosis:9ccs7:Viral infect:-0.086 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.084 Diagnosis:9ccs257:Ot aftercare:-0.078 Diagnosis:9ccs61:Sickle cell:0.077 Diagnosis:9ccs166:Oth male gen:-0.072 Diagnosis:9ccs126:Ot up rsp in:-0.068 Diagnosis:9ccs9:Sexual Infxs:-0.060 Vital: Ht Percentile-avg13to16 | coef -0.002 95% CI: [-0.005 , 0.002] | OR_adj 0.998 [0.995 1.002] | occ: 661 | OR_unadj: 1.285 [0.973 1.695] | indivs AUC:0.545 Correlated most with: Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.088 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.088 Newborn Diagnosis:9ccs223:Birth trauma:0.074 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.066 Lab:323854 CULTURE FECES - Sunrise:0.065 Diagnosis:9ccs120:Hemmorhoids:0.064 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.064 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.064 Newborn Diagnosis:9ccs253:Allergy:-0.064 Newborn Diagnosis:9ccs97:Carditis:-0.063 * Vital: BMI-avg1to3 | coef 0.002 95% CI: [-0.001 , 0.004] | OR_adj 1.002 [0.999 1.004] | occ: 1370 | OR_unadj: 1.693 [1.347 2.129] | indivs AUC:0.604 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.155 Diagnosis:9ccs219:Low birth wt:-0.133 Diagnosis:9ccs64:Ot hematl dx:0.098 Diagnosis:9ccs138:Esophgeal dx:-0.091 Newborn Diagnosis:9ccs222:Perint jaund:-0.073 Newborn Diagnosis:9ccs166:Oth male gen:0.062 Diagnosis:9ccs159:UTI:0.062 Lab:297262 HEMOGLOBIN (HEMOCUE):0.060 Number of Visits:-0.060 Diagnosis:9ccs141:Ot dx stomch:-0.059 Vital: BMI-gain1to5 | coef -0.002 95% CI: [-0.004 , 0.001] | OR_adj 0.998 [0.996 1.001] | occ: 1461 | OR_unadj: 0.988 [0.787 1.241] | indivs AUC:0.502 Correlated most with: Number of Visits:0.153 Diagnosis:9ccs126:Ot up rsp in:0.121 Diagnosis:9ccs257:Ot aftercare:0.076 Lab:297275 STREP RAPID TEST (POCT):-0.069 Diagnosis:9ccs86:Cataract:-0.059 Newborn Diagnosis:9ccs62:Coag/hemr dx:-0.057 Newborn Diagnosis:9ccs219:Low birth wt:0.057 Diagnosis:9ccs104:Oth heart dx:-0.056 Diagnosis:9ccs212:Ot bone dx:-0.055 Diagnosis:9ccs96:Hrt valve dx:0.055 Vital: Wt Percentile-gain13to19 | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 812 | OR_unadj: 1.283 [0.948 1.736] | indivs AUC:0.545 Correlated most with: Diagnosis:9ccs61:Sickle cell:-0.086 Diagnosis:9ccs230:Fx leg:0.077 Diagnosis:9ccs239:Superfic inj:0.063 Newborn Diagnosis:9ccs161:Ot dx kidney:-0.062 Diagnosis:9ccs59:Anemia:-0.062 Diagnosis:9ccs211:Ot conn tiss:-0.059 Newborn Diagnosis:9ccs223:Birth trauma:-0.057 Diagnosis:9ccs98:HTN:0.051 Newborn Diagnosis:9ccs55:Fluid/elc dx:-0.051 Diagnosis:9ccs208:Acq foot def:-0.051 Diagnosis:9ccs125:Bronchitis | coef -0.001 95% CI: [-0.004 , 0.001] | OR_adj 0.999 [0.996 1.001] | occ: 481 | OR_unadj: 0.983 [0.763 1.267] | indivs AUC:0.531 Correlated most with: Diagnosis:9ccs125:Bronchitis:1.000 Number of Visits:0.293 Diagnosis:9ccs257:Ot aftercare:0.288 Diagnosis:9ccs126:Ot up rsp in:0.250 Diagnosis:9ccs128:Asthma:0.246 Diagnosis:9ccs92:Otitis media:0.230 Diagnosis:9ccs7:Viral infect:0.219 Diagnosis:9ccs122:Pneumonia:0.187 Diagnosis:9ccs90:Eye infectn:0.175 Diagnosis:9ccs135:Intest infct:0.167 * Vital: Wt Percentile-avg16to19 | coef -0.001 95% CI: [-0.004 , 0.001] | OR_adj 0.999 [0.996 1.001] | occ: 746 | OR_unadj: 2.004 [1.568 2.561] | indivs AUC:0.605 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:-0.084 Diagnosis:9ccs136:Teeth dx:-0.076 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.074 Diagnosis:9ccs9:Sexual Infxs:-0.071 Diagnosis:9ccs214:GI cong anom:-0.070 Diagnosis:9ccs143:Abdom hernia:0.067 Newborn Diagnosis:9ccs253:Allergy:-0.064 Diagnosis:9ccs56:Cystic fibro:-0.063 Diagnosis:9ccs129:Asp pneumon:-0.062 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.061 * Vital: Wt Percentile-avg10to13 | coef 0.001 95% CI: [-0.001 , 0.004] | OR_adj 1.001 [0.999 1.004] | occ: 638 | OR_unadj: 1.802 [1.392 2.332] | indivs AUC:0.586 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:-0.093 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.087 Newborn Diagnosis:9ccs191:Amnios dx:0.083 Diagnosis:9ccs136:Teeth dx:-0.082 Diagnosis:9ccs129:Asp pneumon:-0.078 Diagnosis:9ccs155:Other GI dx:-0.075 Newborn Diagnosis:9ccs239:Superfic inj:-0.072 Newborn Diagnosis:9ccs97:Carditis:-0.072 Newborn Diagnosis:9ccs104:Oth heart dx:-0.072 Diagnosis:9ccs214:GI cong anom:-0.071 Vital: HC-avg13to16 | coef 0.001 95% CI: [-0.001 , 0.004] | OR_adj 1.001 [0.999 1.004] | occ: 973 | OR_unadj: 1.129 [0.890 1.433] | indivs AUC:0.554 Correlated most with: Lab:297262 HEMOGLOBIN (HEMOCUE):0.082 Diagnosis:9ccs143:Abdom hernia:0.073 Newborn Diagnosis:9ccs224:Ot perint dx:0.068 Diagnosis:9ccs229:Fx arm:0.067 Diagnosis:9ccs62:Coag/hemr dx:0.066 Diagnosis:9ccs76:Meningitis:-0.063 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.059 Diagnosis:9ccs70:Schizo/rl dx:0.059 Lab:294048 STOOL CULTURE - LMC:-0.059 Diagnosis:9ccs209:Ot acq defor:0.055 * Vital: Wt for Len Percentile-avg7to10 | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 1339 | OR_unadj: 2.266 [1.799 2.853] | indivs AUC:0.670 Correlated most with: Diagnosis:9ccs128:Asthma:0.084 Diagnosis:9ccs95:Oth nerv dx:-0.083 Diagnosis:9ccs125:Bronchitis:0.077 MatDeliveryAge:-0.073 Newborn Diagnosis:9ccs191:Amnios dx:0.068 Diagnosis:9ccs143:Abdom hernia:0.066 Diagnosis:9ccs8:Oth infectns:-0.057 Diagnosis:9ccs138:Esophgeal dx:-0.055 Diagnosis:9ccs122:Pneumonia:0.053 Diagnosis:9ccs137:Mouth dx:-0.052 Vital: Wt Percentile-gain0to3 | coef 0.001 95% CI: [-0.001 , 0.004] | OR_adj 1.001 [0.999 1.004] | occ: 363 | OR_unadj: 1.189 [0.815 1.732] | indivs AUC:0.515 Correlated most with: Diagnosis:9ccs181:Ot preg comp:0.135 Diagnosis:9ccs129:Asp pneumon:-0.130 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.125 Newborn Diagnosis:9ccs166:Oth male gen:0.124 Newborn Diagnosis:9ccs204:Ot joint dx:0.107 Lab:292147 TSH - Sunrise:0.104 Diagnosis:9ccs162:Ot dx bladdr:0.102 Diagnosis:9ccs47:Ot bnign neo:0.072 Newborn Diagnosis:9ccs133:Oth low resp:0.069 Diagnosis:9ccs151:Oth liver dx:0.067 Vital: Wt-gain1to5 | coef -0.001 95% CI: [-0.002 , 0.000] | OR_adj 0.999 [0.998 1.000] | occ: 1472 | OR_unadj: 0.993 [0.790 1.247] | indivs AUC:0.522 Correlated most with: Number of Visits:0.182 Diagnosis:9ccs126:Ot up rsp in:0.129 Diagnosis:9ccs257:Ot aftercare:0.090 Lab:297275 STREP RAPID TEST (POCT):-0.085 Newborn Diagnosis:9ccs62:Coag/hemr dx:-0.066 Diagnosis:9ccs212:Ot bone dx:-0.063 Diagnosis:9ccs92:Otitis media:0.061 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.061 Diagnosis:9ccs86:Cataract:-0.060 Diagnosis:9ccs104:Oth heart dx:-0.059 Vital: BMI-gain7to13 | coef -0.001 95% CI: [-0.002 , 0.000] | OR_adj 0.999 [0.998 1.000] | occ: 1496 | OR_unadj: 1.138 [0.883 1.468] | indivs AUC:0.480 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:0.067 Lab:292495 LEAD LEVEL - Sunrise:-0.067 Diagnosis:9ccs238:Complic proc:0.065 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.065 Diagnosis:10ccs238:Complic proc:0.065 Diagnosis:9ccs2604:E Codes: Fire/burn:0.065 Diagnosis:9ccs72:Anxiety dx:-0.060 Diagnosis:9ccs58:Ot nutrit dx:-0.059 Newborn Diagnosis:9ccs224:Ot perint dx:0.056 Newborn Diagnosis:9ccs239:Superfic inj:0.054 * Vital: BMI Percentile-avg19to24 | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 275 | OR_unadj: 2.882 [2.032 4.086] | indivs AUC:0.597 Correlated most with: Diagnosis:9ccs214:GI cong anom:-0.106 Newborn Diagnosis:9ccs253:Allergy:-0.086 Diagnosis:9ccs72:Anxiety dx:-0.081 Diagnosis:9ccs48:Thyroid dsor:-0.077 Diagnosis:9ccs230:Fx leg:-0.076 Diagnosis:9ccs58:Ot nutrit dx:0.074 Newborn Diagnosis:9ccs216:Nerv cong an:-0.074 Diagnosis:9ccs245:Syncope:-0.073 Newborn Diagnosis:9ccs252:Fatigue:0.070 Newborn Diagnosis:9ccs47:Ot bnign neo:0.069 * Vital: Wt Percentile-avg7to10 | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 536 | OR_unadj: 1.504 [1.134 1.995] | indivs AUC:0.544 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:-0.097 Diagnosis:9ccs138:Esophgeal dx:-0.096 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.095 Newborn Diagnosis:9ccs191:Amnios dx:0.092 Diagnosis:9ccs129:Asp pneumon:-0.082 Diagnosis:9ccs155:Other GI dx:-0.082 Lab:323854 CULTURE FECES - Sunrise:0.079 Newborn Diagnosis:9ccs47:Ot bnign neo:0.076 Diagnosis:9ccs223:Birth trauma:0.075 Diagnosis:9ccs219:Low birth wt:-0.074 Diagnosis:9ccs134:Ot uppr resp | coef -0.001 95% CI: [-0.003 , 0.001] | OR_adj 0.999 [0.997 1.001] | occ: 167 | OR_unadj: 0.755 [0.500 1.141] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:1.000 Number of Visits:0.196 Diagnosis:9ccs124:Tonsillitis:0.127 Diagnosis:9ccs253:Allergy:0.125 Diagnosis:9ccs126:Ot up rsp in:0.124 Diagnosis:9ccs90:Eye infectn:0.115 Diagnosis:9ccs211:Ot conn tiss:0.111 Diagnosis:9ccs133:Oth low resp:0.100 Diagnosis:9ccs127:COPD:0.099 Diagnosis:9ccs91:Other eye dx:0.096 Vital: Ht Percentile-gain1to5 | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 452 | OR_unadj: 0.762 [0.526 1.105] | indivs AUC:0.466 Correlated most with: Newborn Diagnosis:9ccs220:Birth asphyx:0.121 Diagnosis:9ccs167:Breast dx:-0.062 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.060 Lab:292147 TSH - Sunrise:0.057 Diagnosis:9ccs228:Fx skull fac:-0.057 Diagnosis:9ccs258:Other screen:-0.051 Diagnosis:9ccs143:Abdom hernia:0.050 Diagnosis:9ccs48:Thyroid dsor:0.046 Diagnosis:9ccs231:Oth fracture:-0.046 Diagnosis:9ccs253:Allergy:-0.045 * Vital: HR-avg5to7 | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 318 | OR_unadj: 2.013 [1.408 2.877] | indivs AUC:0.546 Correlated most with: Diagnosis:9ccs221:Resp distres:0.164 Diagnosis:9ccs228:Fx skull fac:0.125 Diagnosis:9ccs44:Neoplsm unsp:-0.084 Diagnosis:9ccs231:Oth fracture:0.084 Diagnosis:9ccs117:Ot circul dx:-0.077 Diagnosis:9ccs213:Cardiac anom:-0.075 Diagnosis:9ccs125:Bronchitis:0.071 Diagnosis:9ccs115:Aneurysm:-0.068 Diagnosis:9ccs48:Thyroid dsor:0.066 Newborn Diagnosis:9ccs97:Carditis:-0.064 Vital: RR-avg10to13 | coef -0.001 95% CI: [-0.003 , 0.001] | OR_adj 0.999 [0.997 1.001] | occ: 258 | OR_unadj: 1.045 [0.647 1.689] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs2:Septicemia:0.099 Diagnosis:9ccs125:Bronchitis:0.074 Diagnosis:9ccs135:Intest infct:0.072 Diagnosis:9ccs47:Ot bnign neo:-0.070 Diagnosis:9ccs7:Viral infect:0.067 Diagnosis:9ccs159:UTI:0.066 Diagnosis:9ccs2620:E Codes: Unspecified:-0.062 Diagnosis:9ccs197:Skin infectn:0.062 Newborn Diagnosis:9ccs133:Oth low resp:-0.060 Diagnosis:9ccs221:Resp distres:0.057 Vital: Temp-avg3to5 | coef -0.001 95% CI: [-0.002 , 0.000] | OR_adj 0.999 [0.998 1.000] | occ: 1345 | OR_unadj: 1.059 [0.839 1.337] | indivs AUC:0.533 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:-0.083 Diagnosis:9ccs7:Viral infect:-0.078 Lab:292147 TSH - Sunrise:0.070 Diagnosis:9ccs155:Other GI dx:0.068 Newborn Diagnosis:9ccs213:Cardiac anom:-0.062 Newborn Diagnosis:9ccs0:No DX:-0.059 Diagnosis:9ccs256:Exam/eval:0.057 Diagnosis:9ccs258:Other screen:-0.054 Diagnosis:9ccs2:Septicemia:0.050 Diagnosis:9ccs124:Tonsillitis:0.049 Vital: Ht-gain16to24 | coef -0.001 95% CI: [-0.002 , 0.000] | OR_adj 0.999 [0.998 1.000] | occ: 1442 | OR_unadj: 0.985 [0.700 1.387] | indivs AUC:0.536 Correlated most with: Number of Visits:-0.094 Diagnosis:9ccs55:Fluid/elc dx:-0.073 Newborn Diagnosis:9ccs106:Dysrhythmia:-0.066 Diagnosis:9ccs66:Alchl-r mntl:-0.062 Diagnosis:9ccs115:Aneurysm:-0.061 Diagnosis:9ccs126:Ot up rsp in:-0.059 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.054 Diagnosis:9ccs181:Ot preg comp:0.053 Diagnosis:9ccs257:Ot aftercare:-0.053 Diagnosis:9ccs259:Unclassified:-0.052 Newborn Diagnosis:9ccs224:Ot perint dx | coef -0.001 95% CI: [-0.004 , 0.002] | OR_adj 0.999 [0.996 1.002] | occ: 806 | OR_unadj: 0.965 [0.769 1.210] | indivs AUC:0.471 Correlated most with: Newborn Diagnosis:9ccs224:Ot perint dx:1.000 Newborn Diagnosis:9ccs222:Perint jaund:0.121 Newborn Diagnosis:9ccs96:Hrt valve dx:0.091 Diagnosis:9ccs7:Viral infect:-0.087 Newborn Diagnosis:9ccs256:Exam/eval:0.084 Newborn Diagnosis:9ccs0:No DX:-0.080 Newborn Diagnosis:9ccs253:Allergy:0.069 Diagnosis:9ccs64:Ot hematl dx:0.067 Diagnosis:9ccs74:Ot mentl cnd:-0.064 Diagnosis:9ccs197:Skin infectn:0.063 Number of Visits | coef -0.001 95% CI: [-0.002 , 0.000] | OR_adj 0.999 [0.998 1.000] | occ: 1696 | OR_unadj: 0.956 [0.759 1.205] | indivs AUC:0.444 Correlated most with: Number of Visits:1.000 Diagnosis:9ccs126:Ot up rsp in:0.440 Diagnosis:9ccs7:Viral infect:0.408 Diagnosis:9ccs92:Otitis media:0.404 Diagnosis:9ccs257:Ot aftercare:0.371 Diagnosis:9ccs155:Other GI dx:0.323 Diagnosis:9ccs133:Oth low resp:0.321 Diagnosis:9ccs128:Asthma:0.320 Diagnosis:9ccs253:Allergy:0.299 Diagnosis:9ccs135:Intest infct:0.295 * Vital: Wt for Len Percentile-gain3to7 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1184 | OR_unadj: 1.549 [1.223 1.962] | indivs AUC:0.532 Correlated most with: Newborn Diagnosis:9ccs224:Ot perint dx:-0.080 Diagnosis:9ccs204:Ot joint dx:0.079 Diagnosis:9ccs76:Meningitis:0.071 Diagnosis:9ccs92:Otitis media:0.069 Lab:294048 STOOL CULTURE - LMC:-0.064 Newborn Diagnosis:9ccs47:Ot bnign neo:0.062 Diagnosis:9ccs138:Esophgeal dx:-0.054 Newborn Diagnosis:9ccs219:Low birth wt:0.053 Newborn Diagnosis:9ccs216:Nerv cong an:-0.052 Diagnosis:9ccs243:Poisn nonmed:0.051 Vital: RR-avg1to3 | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 165 | OR_unadj: 1.209 [0.727 2.010] | indivs AUC:0.470 Correlated most with: Diagnosis:9ccs230:Fx leg:-0.146 Diagnosis:9ccs75:Hx mental dx:-0.080 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.070 Diagnosis:9ccs244:Other injury:-0.063 Diagnosis:9ccs153:GI hemorrhag:-0.058 Diagnosis:9ccs145:Int obstruct:-0.057 Diagnosis:9ccs125:Bronchitis:0.057 Diagnosis:9ccs95:Oth nerv dx:-0.053 Diagnosis:9ccs7:Viral infect:0.053 Diagnosis:9ccs251:Abdomnl pain:-0.052 Newborn Diagnosis:9ccs259:Unclassified | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 71 | OR_unadj: 1.211 [0.701 2.093] | indivs AUC:0.505 Correlated most with: Newborn Diagnosis:9ccs259:Unclassified:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.241 MatDeliveryAge:0.132 Diagnosis:9ccs56:Cystic fibro:0.132 Diagnosis:9ccs86:Cataract:0.116 Diagnosis:9ccs5:HIV infectn:0.116 Newborn Diagnosis:9ccs130:Pleurisy:0.116 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.116 Newborn Diagnosis:9ccs219:Low birth wt:0.094 Newborn Diagnosis:9ccs221:Resp distres:0.083 Vital: Temp-avg10to13 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1421 | OR_unadj: 1.209 [0.963 1.519] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs92:Otitis media:0.139 Diagnosis:9ccs126:Ot up rsp in:0.109 Number of Visits:0.096 Diagnosis:9ccs154:Gastroent:-0.081 Newborn Diagnosis:9ccs223:Birth trauma:0.067 Diagnosis:9ccs124:Tonsillitis:0.064 Diagnosis:9ccs4:Mycoses:0.062 Diagnosis:9ccs232:Sprain:-0.061 Diagnosis:9ccs59:Anemia:-0.060 Diagnosis:9ccs134:Ot uppr resp:0.059 * Vital: Wt for Len Percentile-avg13to16 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1286 | OR_unadj: 2.171 [1.726 2.731] | indivs AUC:0.666 Correlated most with: MatDeliveryAge:-0.076 Diagnosis:9ccs147:Anal/rectal:0.072 Diagnosis:9ccs128:Asthma:0.064 Diagnosis:9ccs136:Teeth dx:-0.064 Diagnosis:9ccs143:Abdom hernia:0.061 Diagnosis:9ccs151:Oth liver dx:-0.055 Diagnosis:9ccs10:Immuniz/scrn:-0.055 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.055 Diagnosis:9ccs138:Esophgeal dx:-0.054 Diagnosis:9ccs86:Cataract:-0.054 Vital: Ht Percentile-gain5to10 | coef -0.001 95% CI: [-0.002 , 0.000] | OR_adj 0.999 [0.998 1.000] | occ: 590 | OR_unadj: 0.909 [0.659 1.253] | indivs AUC:0.501 Correlated most with: Newborn Diagnosis:9ccs252:Fatigue:-0.083 Lab:294048 STOOL CULTURE - LMC:-0.078 Diagnosis:9ccs72:Anxiety dx:-0.076 Newborn Diagnosis:9ccs223:Birth trauma:0.074 Diagnosis:9ccs2620:E Codes: Unspecified:-0.071 Diagnosis:9ccs214:GI cong anom:-0.065 Diagnosis:9ccs9:Sexual Infxs:-0.063 Newborn Diagnosis:9ccs191:Amnios dx:-0.062 Lab:292495 LEAD LEVEL - Sunrise:0.057 Diagnosis:9ccs243:Poisn nonmed:0.055 * Vital: BMI-gain0to3 | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 1416 | OR_unadj: 1.282 [1.019 1.613] | indivs AUC:0.549 Correlated most with: Diagnosis:9ccs2611:E Codes: Natural/environment:0.076 Diagnosis:9ccs86:Cataract:0.074 Newborn Diagnosis:9ccs106:Dysrhythmia:0.066 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.066 Diagnosis:9ccs245:Syncope:-0.061 Diagnosis:9ccs8:Oth infectns:0.058 Diagnosis:9ccs44:Neoplsm unsp:0.054 Diagnosis:9ccs140:Gastritis:0.053 Newborn Diagnosis:9ccs219:Low birth wt:0.050 Diagnosis:9ccs2:Septicemia:0.049 * Vital: Wt for Length ZScore-gain16to24 | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1463 | OR_unadj: 1.409 [1.123 1.768] | indivs AUC:0.594 Correlated most with: Diagnosis:9ccs0:No DX:-0.061 Diagnosis:9ccs181:Ot preg comp:-0.059 Diagnosis:9ccs246:FUO:0.056 Diagnosis:9ccs47:Ot bnign neo:-0.055 Diagnosis:9ccs94:Other ear dx:0.052 Diagnosis:9ccs216:Nerv cong an:-0.051 Lab:323825 STREP SCREEN THROAT - Sunrise:0.047 Diagnosis:9ccs230:Fx leg:0.046 Diagnosis:9ccs134:Ot uppr resp:0.044 Diagnosis:9ccs234:Crush injury:-0.044 Vital: HC-gain0to3 | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 1344 | OR_unadj: 1.162 [0.915 1.474] | indivs AUC:0.517 Correlated most with: Diagnosis:9ccs2611:E Codes: Natural/environment:0.067 Diagnosis:9ccs6:Hepatitis:0.066 Newborn Diagnosis:9ccs91:Other eye dx:-0.065 Diagnosis:9ccs251:Abdomnl pain:-0.064 Diagnosis:9ccs120:Hemmorhoids:-0.064 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.064 Diagnosis:9ccs240:Burns:-0.059 Diagnosis:9ccs200:Oth skin dx:0.057 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.055 Newborn Diagnosis:9ccs106:Dysrhythmia:0.052 Vital: Wt Change-avg3to5 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 370 | OR_unadj: 0.972 [0.656 1.439] | indivs AUC:0.549 Correlated most with: Number of Visits:-0.115 Diagnosis:9ccs133:Oth low resp:-0.097 Diagnosis:9ccs92:Otitis media:-0.081 Diagnosis:9ccs125:Bronchitis:-0.076 Diagnosis:9ccs127:COPD:-0.073 Diagnosis:9ccs257:Ot aftercare:-0.068 Diagnosis:9ccs117:Ot circul dx:0.068 Diagnosis:9ccs198:Ot infl skin:-0.067 Diagnosis:9ccs109:Acute CVD:-0.065 Diagnosis:9ccs51:Ot endo dsor:-0.064 Vital: Ht Percentile-avg0to1 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 309 | OR_unadj: 1.145 [0.783 1.674] | indivs AUC:0.507 Correlated most with: Newborn Diagnosis:9ccs252:Fatigue:0.098 Diagnosis:9ccs120:Hemmorhoids:0.095 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.095 Diagnosis:9ccs9:Sexual Infxs:0.088 Diagnosis:9ccs51:Ot endo dsor:0.088 Diagnosis:9ccs61:Sickle cell:0.083 Diagnosis:9ccs138:Esophgeal dx:-0.080 Diagnosis:9ccs223:Birth trauma:0.079 Diagnosis:9ccs251:Abdomnl pain:-0.077 Diagnosis:9ccs129:Asp pneumon:-0.071 * Vital: Wt Change-avg16to19 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 716 | OR_unadj: 1.806 [1.349 2.418] | indivs AUC:0.529 Correlated most with: Number of Visits:-0.170 Diagnosis:9ccs92:Otitis media:-0.130 Diagnosis:9ccs239:Superfic inj:-0.097 Diagnosis:9ccs125:Bronchitis:-0.097 Diagnosis:9ccs7:Viral infect:-0.097 Diagnosis:9ccs128:Asthma:-0.090 Diagnosis:9ccs257:Ot aftercare:-0.086 Diagnosis:9ccs126:Ot up rsp in:-0.086 Diagnosis:9ccs133:Oth low resp:-0.083 Diagnosis:9ccs2603:E Codes: Fall:-0.080 * Vital: Wt Change-latest | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 987 | OR_unadj: 1.430 [1.090 1.874] | indivs AUC:0.584 Correlated most with: Number of Visits:-0.196 Diagnosis:9ccs92:Otitis media:-0.156 Diagnosis:9ccs257:Ot aftercare:-0.152 Diagnosis:9ccs61:Sickle cell:0.143 Diagnosis:9ccs126:Ot up rsp in:-0.121 Diagnosis:9ccs7:Viral infect:-0.112 Diagnosis:9ccs135:Intest infct:-0.089 Diagnosis:9ccs155:Other GI dx:-0.070 Diagnosis:9ccs200:Oth skin dx:-0.068 Lab:306854 PLATELET COUNT - Sunrise:-0.066 * Vital: BMI Percentile-latest | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 247 | OR_unadj: 2.918 [2.034 4.185] | indivs AUC:0.572 Correlated most with: Diagnosis:9ccs214:GI cong anom:-0.105 Newborn Diagnosis:9ccs253:Allergy:-0.093 Diagnosis:9ccs72:Anxiety dx:-0.087 Diagnosis:9ccs48:Thyroid dsor:-0.084 Diagnosis:9ccs230:Fx leg:-0.082 Diagnosis:9ccs245:Syncope:-0.078 Diagnosis:9ccs58:Ot nutrit dx:0.073 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.073 Newborn Diagnosis:9ccs252:Fatigue:0.072 Newborn Diagnosis:9ccs47:Ot bnign neo:0.071 * Vital: Wt-gain0to3 | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1425 | OR_unadj: 1.462 [1.162 1.839] | indivs AUC:0.534 Correlated most with: Diagnosis:9ccs216:Nerv cong an:-0.067 Diagnosis:9ccs8:Oth infectns:0.064 Diagnosis:9ccs2:Septicemia:0.062 Diagnosis:9ccs44:Neoplsm unsp:0.060 Diagnosis:9ccs159:UTI:0.057 Newborn Diagnosis:9ccs106:Dysrhythmia:0.056 Diagnosis:9ccs86:Cataract:0.055 Diagnosis:9ccs74:Ot mentl cnd:-0.053 Diagnosis:9ccs140:Gastritis:0.049 Diagnosis:9ccs234:Crush injury:0.049 * Vital: BMI-gain13to19 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1462 | OR_unadj: 1.439 [1.146 1.808] | indivs AUC:0.583 Correlated most with: Diagnosis:9ccs130:Pleurisy:0.067 Diagnosis:9ccs243:Poisn nonmed:0.059 Diagnosis:9ccs181:Ot preg comp:-0.055 Diagnosis:9ccs106:Dysrhythmia:-0.053 Diagnosis:9ccs230:Fx leg:0.053 Diagnosis:9ccs61:Sickle cell:-0.051 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.050 Newborn Diagnosis:9ccs97:Carditis:-0.050 Newborn Diagnosis:9ccs104:Oth heart dx:-0.050 Newborn Diagnosis:9ccs239:Superfic inj:-0.050 Vital: Wt for Len Percentile-gain10to16 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1330 | OR_unadj: 1.141 [0.909 1.433] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs162:Ot dx bladdr:-0.070 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.069 Newborn Diagnosis:9ccs223:Birth trauma:0.064 Diagnosis:9ccs142:Appendicitis:-0.064 Diagnosis:9ccs230:Fx leg:-0.060 Lab:306854 PLATELET COUNT - Sunrise:0.058 Diagnosis:9ccs217:Ot cong anom:-0.057 Diagnosis:9ccs243:Poisn nonmed:-0.055 Lab:292495 LEAD LEVEL - Sunrise:0.053 Diagnosis:9ccs72:Anxiety dx:0.051 Diagnosis:9ccs239:Superfic inj | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 165 | OR_unadj: 0.910 [0.613 1.351] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs239:Superfic inj:1.000 Number of Visits:0.206 Diagnosis:9ccs258:Other screen:0.184 Diagnosis:9ccs200:Oth skin dx:0.169 Diagnosis:9ccs7:Viral infect:0.129 Diagnosis:9ccs155:Other GI dx:0.129 Diagnosis:9ccs256:Exam/eval:0.127 Diagnosis:9ccs133:Oth low resp:0.124 Diagnosis:9ccs126:Ot up rsp in:0.118 Diagnosis:9ccs197:Skin infectn:0.115 Vital: HC-gain16to24 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1079 | OR_unadj: 1.219 [0.956 1.555] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:-0.076 Number of Visits:-0.073 Lab:306854 PLATELET COUNT - Sunrise:-0.061 Diagnosis:9ccs2611:E Codes: Natural/environment:0.058 Diagnosis:9ccs113:Late eff CVD:0.056 Diagnosis:9ccs6:Hepatitis:-0.052 Lab:323854 CULTURE FECES - Sunrise:-0.051 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.049 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.045 Diagnosis:9ccs142:Appendicitis:0.044 Vital: Wt Change-avg7to10 | coef -0.000 95% CI: [-0.002 , 0.001] | OR_adj 1.000 [0.998 1.001] | occ: 504 | OR_unadj: 0.896 [0.600 1.337] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs92:Otitis media:-0.126 Number of Visits:-0.120 Diagnosis:9ccs125:Bronchitis:-0.100 Diagnosis:9ccs166:Oth male gen:-0.085 Diagnosis:9ccs257:Ot aftercare:-0.084 Diagnosis:9ccs128:Asthma:-0.082 Diagnosis:9ccs7:Viral infect:-0.073 Diagnosis:9ccs122:Pneumonia:-0.066 Diagnosis:9ccs126:Ot up rsp in:-0.063 Diagnosis:9ccs59:Anemia:-0.062 Diagnosis:9ccs257:Ot aftercare | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 783 | OR_unadj: 0.992 [0.790 1.245] | indivs AUC:0.459 Correlated most with: Diagnosis:9ccs257:Ot aftercare:1.000 Number of Visits:0.371 Diagnosis:9ccs125:Bronchitis:0.288 Diagnosis:9ccs126:Ot up rsp in:0.279 Diagnosis:9ccs92:Otitis media:0.273 Diagnosis:9ccs7:Viral infect:0.225 Diagnosis:9ccs10:Immuniz/scrn:0.212 Diagnosis:9ccs255:Social admin:0.197 Diagnosis:9ccs128:Asthma:0.189 Diagnosis:9ccs122:Pneumonia:0.182 Diagnosis:9ccs74:Ot mentl cnd | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 204 | OR_unadj: 0.817 [0.565 1.182] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs74:Ot mentl cnd:1.000 Diagnosis:9ccs113:Late eff CVD:0.219 Diagnosis:9ccs94:Other ear dx:0.205 Number of Visits:0.187 Diagnosis:9ccs95:Oth nerv dx:0.179 Diagnosis:9ccs10:Immuniz/scrn:0.122 Diagnosis:9ccs70:Schizo/rl dx:0.093 Diagnosis:9ccs126:Ot up rsp in:0.089 Diagnosis:9ccs216:Nerv cong an:0.078 Diagnosis:9ccs223:Birth trauma:0.074 * Vital: BMI Percentile-gain16to24 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 235 | OR_unadj: 2.838 [1.958 4.112] | indivs AUC:0.576 Correlated most with: Diagnosis:9ccs214:GI cong anom:-0.115 Newborn Diagnosis:9ccs253:Allergy:-0.093 Diagnosis:9ccs72:Anxiety dx:-0.088 Diagnosis:9ccs230:Fx leg:-0.083 Diagnosis:9ccs48:Thyroid dsor:-0.080 Diagnosis:9ccs245:Syncope:-0.079 Newborn Diagnosis:9ccs252:Fatigue:0.075 Newborn Diagnosis:9ccs47:Ot bnign neo:0.075 Diagnosis:9ccs209:Ot acq defor:0.075 Newborn Diagnosis:9ccs191:Amnios dx:0.074 Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 128 | OR_unadj: 1.484 [0.995 2.214] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs136:Teeth dx:1.000 Number of Visits:0.153 Diagnosis:9ccs7:Viral infect:0.113 Diagnosis:9ccs10:Immuniz/scrn:0.105 Newborn Diagnosis:9ccs218:Liveborn:-0.094 Diagnosis:9ccs155:Other GI dx:0.094 Diagnosis:9ccs109:Acute CVD:0.085 Diagnosis:9ccs9:Sexual Infxs:0.085 Newborn Diagnosis:9ccs134:Ot uppr resp:0.085 Diagnosis:9ccs115:Aneurysm:0.085 Vital: Wt-gain10to16 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1466 | OR_unadj: 0.865 [0.679 1.104] | indivs AUC:0.519 Correlated most with: Diagnosis:9ccs92:Otitis media:0.070 Number of Visits:0.068 Lab:292495 LEAD LEVEL - Sunrise:0.067 Diagnosis:9ccs214:GI cong anom:0.064 Diagnosis:9ccs230:Fx leg:-0.063 Newborn Diagnosis:9ccs162:Ot dx bladdr:-0.062 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.061 Diagnosis:9ccs243:Poisn nonmed:-0.060 Lab:294199 BILIRUBIN SCAN - LMC:-0.060 Diagnosis:9ccs98:HTN:-0.056 * Vital: Wt Percentile-gain0to24 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 914 | OR_unadj: 2.491 [1.969 3.150] | indivs AUC:0.673 Correlated most with: Diagnosis:9ccs136:Teeth dx:-0.092 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.078 Diagnosis:9ccs128:Asthma:0.073 Diagnosis:9ccs9:Sexual Infxs:-0.063 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.062 Diagnosis:9ccs59:Anemia:-0.058 Newborn Diagnosis:9ccs253:Allergy:-0.057 MatDeliveryAge:-0.055 Newborn Diagnosis:9ccs134:Ot uppr resp:-0.055 Diagnosis:9ccs253:Allergy:0.053 Vital: Wt for Len Percentile-gain16to24 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1353 | OR_unadj: 0.799 [0.624 1.024] | indivs AUC:0.487 Correlated most with: Number of Visits:-0.085 Diagnosis:9ccs126:Ot up rsp in:-0.074 Diagnosis:9ccs115:Aneurysm:-0.070 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.066 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.063 Diagnosis:9ccs181:Ot preg comp:0.060 Diagnosis:9ccs135:Intest infct:-0.060 Diagnosis:9ccs61:Sickle cell:0.058 Diagnosis:9ccs259:Unclassified:-0.053 Diagnosis:9ccs64:Ot hematl dx:-0.052 Vital: HC-gain13to19 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1054 | OR_unadj: 1.081 [0.862 1.357] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs166:Oth male gen:-0.060 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.060 Diagnosis:9ccs243:Poisn nonmed:0.059 Newborn Diagnosis:9ccs216:Nerv cong an:-0.049 Diagnosis:9ccs74:Ot mentl cnd:0.049 Diagnosis:9ccs208:Acq foot def:-0.048 Diagnosis:9ccs244:Other injury:0.047 Diagnosis:9ccs51:Ot endo dsor:0.046 Diagnosis:9ccs230:Fx leg:0.046 Diagnosis:9ccs98:HTN:0.046 Vital: HR-avg1to3 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 265 | OR_unadj: 0.901 [0.585 1.388] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs230:Fx leg:-0.135 Diagnosis:9ccs7:Viral infect:0.104 Diagnosis:9ccs9:Sexual Infxs:0.101 Newborn Diagnosis:9ccs191:Amnios dx:0.090 Newborn Diagnosis:9ccs47:Ot bnign neo:0.081 Diagnosis:9ccs125:Bronchitis:0.076 Diagnosis:9ccs145:Int obstruct:-0.071 Diagnosis:9ccs63:Wht blood dx:0.069 Diagnosis:9ccs122:Pneumonia:0.065 Diagnosis:9ccs147:Anal/rectal:-0.065 Vital: Ht-gain0to3 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1419 | OR_unadj: 1.156 [0.909 1.469] | indivs AUC:0.506 Correlated most with: Newborn Diagnosis:9ccs106:Dysrhythmia:0.080 Diagnosis:9ccs86:Cataract:0.078 Diagnosis:9ccs8:Oth infectns:0.072 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.069 Diagnosis:9ccs2:Septicemia:0.067 Diagnosis:9ccs216:Nerv cong an:-0.061 Diagnosis:9ccs44:Neoplsm unsp:0.060 Diagnosis:9ccs245:Syncope:-0.055 Diagnosis:9ccs106:Dysrhythmia:-0.053 Diagnosis:9ccs140:Gastritis:0.052 * Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 162 | OR_unadj: 1.954 [1.381 2.764] | indivs AUC:0.516 Correlated most with: Diagnosis:9ccs58:Ot nutrit dx:1.000 Number of Visits:0.168 Diagnosis:9ccs155:Other GI dx:0.133 Diagnosis:9ccs52:Nutrit defic:0.130 Diagnosis:9ccs232:Sprain:0.106 Diagnosis:9ccs239:Superfic inj:0.093 Diagnosis:9ccs133:Oth low resp:0.088 Diagnosis:9ccs200:Oth skin dx:0.087 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.087 Diagnosis:9ccs257:Ot aftercare:0.081 * Vital: Ht Percentile-gain7to13 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 690 | OR_unadj: 1.479 [1.110 1.972] | indivs AUC:0.576 Correlated most with: Lab:294048 STOOL CULTURE - LMC:0.094 Diagnosis:9ccs229:Fx arm:0.086 Lab:292495 LEAD LEVEL - Sunrise:-0.080 Newborn Diagnosis:9ccs136:Teeth dx:-0.079 Diagnosis:9ccs231:Oth fracture:0.079 Diagnosis:9ccs230:Fx leg:0.073 Newborn Diagnosis:9ccs220:Birth asphyx:-0.064 Diagnosis:9ccs62:Coag/hemr dx:-0.054 Diagnosis:9ccs151:Oth liver dx:-0.051 Diagnosis:9ccs258:Other screen:-0.051 Vital: Wt for Length ZScore-gain1to5 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1421 | OR_unadj: 1.022 [0.812 1.287] | indivs AUC:0.481 Correlated most with: Newborn Diagnosis:9ccs91:Other eye dx:0.091 Diagnosis:9ccs198:Ot infl skin:-0.081 Newborn Diagnosis:9ccs221:Resp distres:0.081 Newborn Diagnosis:9ccs219:Low birth wt:0.080 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.079 Diagnosis:9ccs59:Anemia:0.076 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.073 Diagnosis:9ccs154:Gastroent:-0.071 Number of Visits:-0.066 Diagnosis:9ccs129:Asp pneumon:-0.066 Vital: Wt for Length ZScore-avg0to1 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1343 | OR_unadj: 1.177 [0.935 1.480] | indivs AUC:0.554 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.098 Diagnosis:9ccs151:Oth liver dx:-0.081 Diagnosis:9ccs216:Nerv cong an:-0.074 Diagnosis:9ccs122:Pneumonia:0.074 Diagnosis:9ccs198:Ot infl skin:0.068 Diagnosis:9ccs145:Int obstruct:0.066 Newborn Diagnosis:9ccs91:Other eye dx:-0.065 Diagnosis:9ccs217:Ot cong anom:-0.061 Diagnosis:9ccs72:Anxiety dx:-0.058 Diagnosis:9ccs219:Low birth wt:-0.056 * Vital: HC-avg7to10 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1119 | OR_unadj: 1.386 [1.102 1.744] | indivs AUC:0.563 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.084 Lab:297262 HEMOGLOBIN (HEMOCUE):0.083 Diagnosis:9ccs232:Sprain:0.074 Diagnosis:9ccs75:Hx mental dx:0.073 Diagnosis:9ccs2603:E Codes: Fall:0.070 Diagnosis:9ccs245:Syncope:-0.069 Diagnosis:9ccs209:Ot acq defor:0.061 Newborn Diagnosis:9ccs221:Resp distres:-0.058 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.057 Diagnosis:9ccs127:COPD:0.055 Vital: Wt Percentile-gain3to7 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 491 | OR_unadj: 1.157 [0.795 1.685] | indivs AUC:0.536 Correlated most with: Diagnosis:9ccs181:Ot preg comp:-0.138 Newborn Diagnosis:9ccs220:Birth asphyx:0.098 Diagnosis:9ccs213:Cardiac anom:0.082 Diagnosis:9ccs154:Gastroent:-0.079 Lab:294199 BILIRUBIN SCAN - LMC:0.077 Diagnosis:9ccs2611:E Codes: Natural/environment:0.075 Diagnosis:9ccs72:Anxiety dx:0.070 Diagnosis:9ccs251:Abdomnl pain:0.056 Diagnosis:9ccs125:Bronchitis:-0.056 Diagnosis:9ccs151:Oth liver dx:-0.056 * Vital: Wt-avg13to16 | coef -0.000 95% CI: [-0.001 , 0.001] | OR_adj 1.000 [0.999 1.001] | occ: 1316 | OR_unadj: 2.403 [1.908 3.025] | indivs AUC:0.668 Correlated most with: Diagnosis:9ccs136:Teeth dx:-0.078 Diagnosis:9ccs143:Abdom hernia:0.077 Diagnosis:9ccs147:Anal/rectal:0.077 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.071 Newborn Diagnosis:9ccs191:Amnios dx:0.070 Diagnosis:9ccs128:Asthma:0.064 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.062 Diagnosis:9ccs120:Hemmorhoids:0.062 Diagnosis:9ccs106:Dysrhythmia:0.061 Diagnosis:9ccs138:Esophgeal dx:-0.060 * Vital: Wt-gain7to13 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1496 | OR_unadj: 1.701 [1.338 2.162] | indivs AUC:0.561 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:0.078 Lab:292495 LEAD LEVEL - Sunrise:-0.070 Diagnosis:9ccs59:Anemia:0.068 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.065 Diagnosis:9ccs72:Anxiety dx:-0.065 Diagnosis:9ccs86:Cataract:-0.063 Diagnosis:9ccs257:Ot aftercare:-0.054 Diagnosis:9ccs5:HIV infectn:0.052 Diagnosis:9ccs133:Oth low resp:-0.051 Diagnosis:9ccs10:Immuniz/scrn:-0.050 * Vital: Wt-avg7to10 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1374 | OR_unadj: 2.112 [1.680 2.657] | indivs AUC:0.618 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.089 Diagnosis:9ccs128:Asthma:0.073 Newborn Diagnosis:9ccs191:Amnios dx:0.072 Diagnosis:9ccs138:Esophgeal dx:-0.071 Diagnosis:9ccs95:Oth nerv dx:-0.069 Diagnosis:9ccs219:Low birth wt:-0.067 Diagnosis:9ccs137:Mouth dx:-0.066 Diagnosis:9ccs162:Ot dx bladdr:0.059 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.059 Diagnosis:9ccs155:Other GI dx:-0.057 Vital: BMI-gain5to10 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1471 | OR_unadj: 1.143 [0.910 1.435] | indivs AUC:0.581 Correlated most with: Newborn Diagnosis:9ccs0:No DX:0.069 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.067 Diagnosis:9ccs181:Ot preg comp:0.062 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.060 Diagnosis:10ccs238:Complic proc:-0.058 Diagnosis:9ccs2604:E Codes: Fire/burn:-0.058 Diagnosis:9ccs197:Skin infectn:-0.057 Newborn Diagnosis:9ccs97:Carditis:-0.057 Newborn Diagnosis:9ccs104:Oth heart dx:-0.057 Newborn Diagnosis:9ccs239:Superfic inj:-0.057 Vital: Ht-gain7to13 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1476 | OR_unadj: 1.168 [0.864 1.580] | indivs AUC:0.536 Correlated most with: Lab:292147 TSH - Sunrise:0.084 Lab:294205 TSH REFLEX TO FT4 - LMC:0.069 Diagnosis:9ccs86:Cataract:-0.066 Lab:292495 LEAD LEVEL - Sunrise:-0.063 Diagnosis:9ccs238:Complic proc:0.063 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.063 Diagnosis:9ccs5:HIV infectn:0.056 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.055 Diagnosis:9ccs197:Skin infectn:0.055 Diagnosis:9ccs2604:E Codes: Fire/burn:0.053 Vital: Wt Change-avg0to1 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 225 | OR_unadj: 0.845 [0.517 1.380] | indivs AUC:0.490 Correlated most with: Diagnosis:9ccs222:Perint jaund:-0.119 Lab:323854 CULTURE FECES - Sunrise:0.108 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.102 Diagnosis:9ccs120:Hemmorhoids:0.102 Lab:294199 BILIRUBIN SCAN - LMC:-0.090 Diagnosis:9ccs151:Oth liver dx:-0.081 Newborn Diagnosis:9ccs136:Teeth dx:-0.078 Diagnosis:9ccs224:Ot perint dx:-0.078 Diagnosis:9ccs244:Other injury:0.068 Diagnosis:9ccs127:COPD:0.061 * Vital: HC-avg19to24 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 933 | OR_unadj: 1.593 [1.247 2.034] | indivs AUC:0.601 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:0.085 Diagnosis:9ccs214:GI cong anom:-0.082 Diagnosis:9ccs229:Fx arm:0.072 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.066 Diagnosis:9ccs245:Syncope:-0.066 Diagnosis:9ccs61:Sickle cell:0.065 Diagnosis:9ccs143:Abdom hernia:0.064 Diagnosis:9ccs251:Abdomnl pain:-0.056 Newborn Diagnosis:9ccs224:Ot perint dx:0.056 Diagnosis:9ccs137:Mouth dx:-0.054 Newborn Diagnosis:9ccs10:Immuniz/scrn | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1654 | OR_unadj: 0.852 [0.530 1.371] | indivs AUC:0.494 Correlated most with: Newborn Diagnosis:9ccs10:Immuniz/scrn:1.000 Newborn Diagnosis:9ccs94:Other ear dx:0.397 Newborn Diagnosis:9ccs0:No DX:-0.357 Newborn Diagnosis:9ccs259:Unclassified:-0.241 Newborn Diagnosis:9ccs219:Low birth wt:-0.202 Newborn Diagnosis:9ccs221:Resp distres:-0.183 Diagnosis:9ccs219:Low birth wt:-0.122 Newborn Diagnosis:9ccs213:Cardiac anom:-0.113 Newborn Diagnosis:9ccs256:Exam/eval:-0.113 Newborn Diagnosis:9ccs222:Perint jaund:-0.112 Vital: BMI-gain10to16 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1482 | OR_unadj: 0.877 [0.692 1.111] | indivs AUC:0.499 Correlated most with: Number of Visits:0.069 Diagnosis:9ccs214:GI cong anom:0.062 Lab:292495 LEAD LEVEL - Sunrise:0.060 Newborn Diagnosis:9ccs162:Ot dx bladdr:-0.059 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.058 Diagnosis:9ccs142:Appendicitis:-0.055 Diagnosis:9ccs243:Poisn nonmed:-0.055 Lab:294199 BILIRUBIN SCAN - LMC:-0.054 Diagnosis:9ccs230:Fx leg:-0.053 Diagnosis:9ccs58:Ot nutrit dx:0.053 Vital: Wt for Length ZScore-gain13to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1485 | OR_unadj: 1.109 [0.884 1.392] | indivs AUC:0.507 Correlated most with: Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.063 Diagnosis:9ccs217:Ot cong anom:-0.063 Newborn Diagnosis:9ccs223:Birth trauma:0.062 Diagnosis:9ccs246:FUO:0.061 Newborn Diagnosis:9ccs191:Amnios dx:-0.056 Diagnosis:9ccs155:Other GI dx:0.055 Lab:294199 BILIRUBIN SCAN - LMC:-0.053 Diagnosis:9ccs10:Immuniz/scrn:-0.051 Lab:306617 OCCULT BLOOD TEST (FECAL):0.050 Diagnosis:9ccs230:Fx leg:-0.049 Vital: Wt Percentile-gain10to16 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 742 | OR_unadj: 0.895 [0.668 1.200] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs0:No DX:0.147 Diagnosis:9ccs230:Fx leg:-0.093 Diagnosis:9ccs105:Conduction:0.091 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.084 Lab:292495 LEAD LEVEL - Sunrise:0.083 Lab:294199 BILIRUBIN SCAN - LMC:-0.075 Diagnosis:9ccs92:Otitis media:0.070 Diagnosis:9ccs219:Low birth wt:0.064 Diagnosis:9ccs72:Anxiety dx:0.064 Diagnosis:9ccs98:HTN:-0.063 Vital: Wt for Len Percentile-gain7to13 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1336 | OR_unadj: 1.084 [0.859 1.369] | indivs AUC:0.502 Correlated most with: Newborn Diagnosis:9ccs62:Coag/hemr dx:0.072 Lab:292495 LEAD LEVEL - Sunrise:-0.072 Diagnosis:9ccs2604:E Codes: Fire/burn:0.068 Diagnosis:10ccs238:Complic proc:0.068 Diagnosis:9ccs56:Cystic fibro:0.063 Lab:294205 TSH REFLEX TO FT4 - LMC:0.059 Diagnosis:9ccs96:Hrt valve dx:0.054 Diagnosis:9ccs72:Anxiety dx:-0.051 Diagnosis:9ccs135:Intest infct:0.049 Diagnosis:9ccs47:Ot bnign neo:-0.046 * Vital: HC-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1235 | OR_unadj: 1.366 [1.082 1.723] | indivs AUC:0.544 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.245 Diagnosis:9ccs219:Low birth wt:-0.191 Newborn Diagnosis:9ccs221:Resp distres:-0.114 Lab:297262 HEMOGLOBIN (HEMOCUE):0.102 Newborn Diagnosis:9ccs222:Perint jaund:-0.094 Newborn Diagnosis:9ccs253:Allergy:-0.090 Newborn Diagnosis:9ccs106:Dysrhythmia:-0.087 Lab:294199 BILIRUBIN SCAN - LMC:-0.077 Diagnosis:9ccs2603:E Codes: Fall:0.075 Newborn Diagnosis:9ccs223:Birth trauma:0.068 Vital: Wt-gain5to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1472 | OR_unadj: 1.156 [0.922 1.450] | indivs AUC:0.577 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:-0.080 Diagnosis:9ccs259:Unclassified:-0.076 Diagnosis:9ccs181:Ot preg comp:0.069 Newborn Diagnosis:9ccs0:No DX:0.066 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.065 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.064 Diagnosis:9ccs92:Otitis media:0.059 Diagnosis:9ccs257:Ot aftercare:0.058 Number of Visits:0.058 Diagnosis:9ccs222:Perint jaund:-0.054 * Vital: Ht-avg0to1 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1350 | OR_unadj: 1.413 [1.125 1.774] | indivs AUC:0.574 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.333 Diagnosis:9ccs219:Low birth wt:-0.286 Newborn Diagnosis:9ccs253:Allergy:-0.131 Newborn Diagnosis:9ccs221:Resp distres:-0.120 Lab:297262 HEMOGLOBIN (HEMOCUE):0.114 Newborn Diagnosis:9ccs222:Perint jaund:-0.114 Newborn Diagnosis:9ccs256:Exam/eval:-0.101 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.082 Lab:294203 BILIRUBIN TOTAL - LMC:-0.068 Diagnosis:9ccs2611:E Codes: Natural/environment:0.068 * Vital: Ht-latest | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1665 | OR_unadj: 1.383 [1.078 1.773] | indivs AUC:0.555 Correlated most with: Number of Visits:0.416 Diagnosis:9ccs126:Ot up rsp in:0.347 Diagnosis:9ccs10:Immuniz/scrn:0.289 Diagnosis:9ccs92:Otitis media:0.280 Diagnosis:9ccs7:Viral infect:0.183 Diagnosis:9ccs257:Ot aftercare:0.180 Diagnosis:9ccs135:Intest infct:0.160 Diagnosis:9ccs125:Bronchitis:0.140 Diagnosis:9ccs128:Asthma:0.122 Diagnosis:9ccs90:Eye infectn:0.118 * Vital: Wt Percentile-gain1to5 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 424 | OR_unadj: 0.622 [0.403 0.960] | indivs AUC:0.467 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:0.096 Newborn Diagnosis:9ccs47:Ot bnign neo:0.092 Lab:306854 PLATELET COUNT - Sunrise:-0.089 Newborn Diagnosis:9ccs191:Amnios dx:0.067 Diagnosis:9ccs106:Dysrhythmia:0.063 Diagnosis:9ccs126:Ot up rsp in:0.061 Newborn Diagnosis:9ccs218:Liveborn:-0.059 Diagnosis:9ccs212:Ot bone dx:-0.056 Diagnosis:9ccs242:Poisn ot med:0.054 Number of Visits:0.054 Vital: Ht Percentile-gain16to24 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 975 | OR_unadj: 1.147 [0.882 1.492] | indivs AUC:0.549 Correlated most with: Number of Visits:-0.088 Diagnosis:9ccs259:Unclassified:-0.085 Diagnosis:9ccs59:Anemia:-0.077 Diagnosis:9ccs181:Ot preg comp:0.056 Diagnosis:9ccs257:Ot aftercare:-0.055 Diagnosis:9ccs133:Oth low resp:-0.055 Diagnosis:9ccs143:Abdom hernia:-0.054 Diagnosis:9ccs127:COPD:-0.052 Lab:297280 GLUCOSE REAGENT STRIP:-0.052 Diagnosis:9ccs2603:E Codes: Fall:-0.050 Vital: Wt Percentile-gain5to10 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 574 | OR_unadj: 0.822 [0.563 1.199] | indivs AUC:0.524 Correlated most with: Diagnosis:9ccs61:Sickle cell:-0.103 Diagnosis:9ccs92:Otitis media:0.091 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.086 Diagnosis:9ccs125:Bronchitis:0.078 Lab:292147 TSH - Sunrise:-0.074 Diagnosis:9ccs98:HTN:0.068 Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.061 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.061 Diagnosis:9ccs257:Ot aftercare:0.059 Newborn Diagnosis:9ccs95:Oth nerv dx:0.058 Vital: Wt for Length ZScore-gain5to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1486 | OR_unadj: 1.088 [0.866 1.367] | indivs AUC:0.520 Correlated most with: Diagnosis:9ccs123:Influenza:0.095 Newborn Diagnosis:9ccs166:Oth male gen:-0.078 Lab:306854 PLATELET COUNT - Sunrise:0.074 Newborn Diagnosis:9ccs216:Nerv cong an:-0.060 Lab:292495 LEAD LEVEL - Sunrise:0.059 Newborn Diagnosis:9ccs218:Liveborn:0.057 Diagnosis:9ccs2604:E Codes: Fire/burn:0.056 Diagnosis:10ccs238:Complic proc:0.056 Diagnosis:9ccs211:Ot conn tiss:0.053 Newborn Diagnosis:9ccs104:Oth heart dx:-0.052 Vital: Ht Percentile-gain3to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 514 | OR_unadj: 0.967 [0.692 1.353] | indivs AUC:0.509 Correlated most with: Newborn Diagnosis:9ccs166:Oth male gen:0.094 Lab:294199 BILIRUBIN SCAN - LMC:0.094 Diagnosis:9ccs154:Gastroent:-0.076 Diagnosis:9ccs48:Thyroid dsor:-0.070 Diagnosis:9ccs83:Epilepsy/cnv:0.058 Diagnosis:9ccs200:Oth skin dx:-0.052 Diagnosis:9ccs64:Ot hematl dx:0.051 Diagnosis:9ccs215:gu cong anom:-0.050 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.049 Diagnosis:9ccs141:Ot dx stomch:-0.048 Vital: HC-gain1to5 | coef 0.000 95% CI: [-0.002 , 0.002] | OR_adj 1.000 [0.998 1.002] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.445 Correlated most with: Number of Visits:0.113 Diagnosis:9ccs126:Ot up rsp in:0.097 Diagnosis:9ccs125:Bronchitis:0.086 Diagnosis:9ccs124:Tonsillitis:0.075 Newborn Diagnosis:9ccs47:Ot bnign neo:-0.070 Diagnosis:9ccs151:Oth liver dx:-0.067 Diagnosis:9ccs74:Ot mentl cnd:0.065 Diagnosis:9ccs92:Otitis media:0.058 Diagnosis:9ccs154:Gastroent:-0.058 Diagnosis:9ccs94:Other ear dx:0.057 * Vital: Wt Percentile-avg5to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 462 | OR_unadj: 1.576 [1.167 2.127] | indivs AUC:0.533 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.101 Newborn Diagnosis:9ccs217:Ot cong anom:0.098 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.092 Lab:323854 CULTURE FECES - Sunrise:0.085 Diagnosis:9ccs205:Back problem:0.083 Diagnosis:9ccs138:Esophgeal dx:-0.081 Newborn Diagnosis:9ccs47:Ot bnign neo:0.079 Newborn Diagnosis:9ccs97:Carditis:-0.078 Newborn Diagnosis:9ccs104:Oth heart dx:-0.078 Newborn Diagnosis:9ccs239:Superfic inj:-0.078 * Vital: Wt Change-avg19to24 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 879 | OR_unadj: 1.673 [1.252 2.235] | indivs AUC:0.563 Correlated most with: Number of Visits:-0.191 Diagnosis:9ccs120:Hemmorhoids:0.152 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.152 Diagnosis:9ccs92:Otitis media:-0.145 Diagnosis:9ccs257:Ot aftercare:-0.125 Diagnosis:9ccs126:Ot up rsp in:-0.112 Diagnosis:9ccs7:Viral infect:-0.111 Diagnosis:9ccs135:Intest infct:-0.093 Diagnosis:9ccs6:Hepatitis:0.088 Diagnosis:9ccs125:Bronchitis:-0.087 * Vital: BMI-avg5to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1341 | OR_unadj: 1.832 [1.456 2.305] | indivs AUC:0.633 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.097 Diagnosis:9ccs128:Asthma:0.092 Diagnosis:9ccs95:Oth nerv dx:-0.086 Diagnosis:9ccs143:Abdom hernia:0.085 Diagnosis:9ccs204:Ot joint dx:0.080 Diagnosis:9ccs59:Anemia:0.068 Diagnosis:9ccs2611:E Codes: Natural/environment:0.063 Diagnosis:9ccs92:Otitis media:0.058 Newborn Diagnosis:9ccs218:Liveborn:0.058 Newborn Diagnosis:9ccs0:No DX:-0.056 * Vital: Ht-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1374 | OR_unadj: 1.477 [1.174 1.858] | indivs AUC:0.528 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.290 Diagnosis:9ccs219:Low birth wt:-0.225 Newborn Diagnosis:9ccs221:Resp distres:-0.146 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.126 Newborn Diagnosis:9ccs256:Exam/eval:-0.108 Newborn Diagnosis:9ccs253:Allergy:-0.106 Newborn Diagnosis:9ccs222:Perint jaund:-0.099 Lab:297262 HEMOGLOBIN (HEMOCUE):0.095 Diagnosis:9ccs254:Rehab:-0.085 Diagnosis:9ccs2:Septicemia:0.078 * Vital: BMI-avg0to1 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1349 | OR_unadj: 1.526 [1.213 1.918] | indivs AUC:0.584 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.268 Diagnosis:9ccs219:Low birth wt:-0.212 Newborn Diagnosis:9ccs221:Resp distres:-0.094 Newborn Diagnosis:9ccs222:Perint jaund:-0.092 Lab:297262 HEMOGLOBIN (HEMOCUE):0.090 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.077 Newborn Diagnosis:9ccs256:Exam/eval:-0.072 Diagnosis:9ccs216:Nerv cong an:-0.071 Diagnosis:9ccs198:Ot infl skin:0.069 Newborn Diagnosis:9ccs252:Fatigue:0.061 Vital: Ht-gain10to16 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1442 | OR_unadj: 0.837 [0.658 1.064] | indivs AUC:0.499 Correlated most with: Number of Visits:0.069 Diagnosis:9ccs214:GI cong anom:0.067 Lab:292495 LEAD LEVEL - Sunrise:0.062 Diagnosis:9ccs86:Cataract:0.060 Diagnosis:9ccs230:Fx leg:-0.053 Diagnosis:9ccs243:Poisn nonmed:-0.053 Diagnosis:9ccs98:HTN:-0.053 Newborn Diagnosis:9ccs162:Ot dx bladdr:-0.051 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.051 Diagnosis:9ccs142:Appendicitis:-0.050 Vital: Wt for Len Percentile-gain5to10 | coef 0.000 95% CI: [-0.001 , 0.001] | OR_adj 1.000 [0.999 1.001] | occ: 1318 | OR_unadj: 0.982 [0.778 1.240] | indivs AUC:0.558 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:-0.068 Diagnosis:9ccs181:Ot preg comp:0.059 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.054 Lab:295490 17 HYDROXYPROGESTERONE - LMC:0.053 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:-0.053 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.052 Diagnosis:9ccs197:Skin infectn:-0.051 Diagnosis:9ccs204:Ot joint dx:-0.049 Diagnosis:9ccs125:Bronchitis:0.049 Lab:294147 FREE T4 - LMC:0.048 Vital: Wt for Length ZScore-gain10to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1500 | OR_unadj: 1.181 [0.941 1.483] | indivs AUC:0.515 Correlated most with: Diagnosis:9ccs72:Anxiety dx:-0.059 Diagnosis:9ccs56:Cystic fibro:0.059 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.058 Newborn Diagnosis:9ccs95:Oth nerv dx:0.054 Diagnosis:9ccs113:Late eff CVD:-0.054 Diagnosis:9ccs8:Oth infectns:0.053 Diagnosis:9ccs125:Bronchitis:-0.046 Diagnosis:9ccs256:Exam/eval:0.045 Lab:292147 TSH - Sunrise:-0.045 Lab:292495 LEAD LEVEL - Sunrise:-0.044 Diagnosis:9ccs10:Immuniz/scrn | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1428 | OR_unadj: 0.961 [0.720 1.284] | indivs AUC:0.455 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:1.000 Diagnosis:9ccs255:Social admin:0.472 Diagnosis:9ccs126:Ot up rsp in:0.309 Number of Visits:0.260 Diagnosis:9ccs7:Viral infect:0.243 Diagnosis:9ccs257:Ot aftercare:0.212 Diagnosis:9ccs92:Otitis media:0.200 Diagnosis:9ccs253:Allergy:0.198 Diagnosis:9ccs125:Bronchitis:0.161 Diagnosis:9ccs90:Eye infectn:0.151 Diagnosis:9ccs135:Intest infct | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 470 | OR_unadj: 1.188 [0.925 1.525] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs135:Intest infct:1.000 Number of Visits:0.295 Diagnosis:9ccs126:Ot up rsp in:0.182 Diagnosis:9ccs257:Ot aftercare:0.171 Diagnosis:9ccs7:Viral infect:0.168 Diagnosis:9ccs125:Bronchitis:0.167 Diagnosis:9ccs92:Otitis media:0.154 Diagnosis:9ccs10:Immuniz/scrn:0.145 Diagnosis:9ccs255:Social admin:0.136 Diagnosis:9ccs155:Other GI dx:0.131 Vital: Wt Change-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 316 | OR_unadj: 0.819 [0.534 1.257] | indivs AUC:0.475 Correlated most with: Diagnosis:9ccs162:Ot dx bladdr:-0.124 Diagnosis:9ccs2619:e codes: other specified- nec:0.107 Diagnosis:9ccs214:GI cong anom:-0.081 Diagnosis:9ccs154:Gastroent:-0.076 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.075 Diagnosis:9ccs109:Acute CVD:-0.074 Diagnosis:9ccs133:Oth low resp:-0.070 Diagnosis:9ccs258:Other screen:0.065 Diagnosis:9ccs74:Ot mentl cnd:0.064 Lab:292147 TSH - Sunrise:-0.064 Vital: BMI-gain3to7 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1478 | OR_unadj: 1.130 [0.893 1.430] | indivs AUC:0.547 Correlated most with: Diagnosis:9ccs127:COPD:0.084 Diagnosis:9ccs222:Perint jaund:-0.075 Lab:294048 STOOL CULTURE - LMC:-0.074 Diagnosis:9ccs92:Otitis media:0.073 Number of Visits:0.072 Diagnosis:9ccs212:Ot bone dx:0.071 Diagnosis:9ccs122:Pneumonia:0.065 Diagnosis:9ccs126:Ot up rsp in:0.064 Diagnosis:9ccs200:Oth skin dx:-0.063 Diagnosis:9ccs181:Ot preg comp:-0.062 Vital: HR-avg0to1 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 196 | OR_unadj: 1.544 [0.961 2.479] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs104:Oth heart dx:0.167 Diagnosis:9ccs259:Unclassified:0.140 Newborn Diagnosis:9ccs204:Ot joint dx:0.093 Newborn Diagnosis:9ccs239:Superfic inj:-0.091 Newborn Diagnosis:9ccs97:Carditis:-0.091 Newborn Diagnosis:9ccs104:Oth heart dx:-0.091 Diagnosis:9ccs162:Ot dx bladdr:-0.082 Diagnosis:9ccs213:Cardiac anom:0.081 Diagnosis:9ccs6:Hepatitis:-0.078 Diagnosis:9ccs4:Mycoses:0.075 Vital: Wt Percentile-gain16to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 963 | OR_unadj: 0.991 [0.728 1.347] | indivs AUC:0.550 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.089 Number of Visits:-0.084 Diagnosis:9ccs115:Aneurysm:-0.082 Newborn Diagnosis:9ccs47:Ot bnign neo:-0.082 Diagnosis:9ccs143:Abdom hernia:-0.079 Diagnosis:9ccs4:Mycoses:-0.071 Diagnosis:9ccs181:Ot preg comp:0.071 Diagnosis:9ccs135:Intest infct:-0.070 Diagnosis:9ccs127:COPD:-0.064 Diagnosis:9ccs136:Teeth dx:-0.056 Vital: BMI-gain16to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1484 | OR_unadj: 1.317 [0.995 1.744] | indivs AUC:0.547 Correlated most with: Number of Visits:-0.101 Diagnosis:9ccs259:Unclassified:-0.066 Diagnosis:9ccs115:Aneurysm:-0.066 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.065 Diagnosis:9ccs126:Ot up rsp in:-0.062 Diagnosis:9ccs135:Intest infct:-0.062 Diagnosis:9ccs66:Alchl-r mntl:-0.058 Diagnosis:9ccs181:Ot preg comp:0.057 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.056 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.055 * Vital: Wt for Length ZScore-gain0to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.761 Correlated most with: Diagnosis:9ccs128:Asthma:0.102 Diagnosis:9ccs95:Oth nerv dx:-0.083 Number of Visits:0.073 Diagnosis:9ccs86:Cataract:-0.071 Diagnosis:9ccs138:Esophgeal dx:-0.071 Diagnosis:9ccs133:Oth low resp:0.067 Diagnosis:9ccs92:Otitis media:0.064 Diagnosis:9ccs122:Pneumonia:0.061 Newborn Diagnosis:9ccs166:Oth male gen:-0.056 Diagnosis:9ccs125:Bronchitis:0.055 Vital: Wt for Length ZScore-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1343 | OR_unadj: 1.177 [0.935 1.480] | indivs AUC:0.554 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.098 Diagnosis:9ccs151:Oth liver dx:-0.081 Diagnosis:9ccs216:Nerv cong an:-0.074 Diagnosis:9ccs122:Pneumonia:0.074 Diagnosis:9ccs198:Ot infl skin:0.068 Diagnosis:9ccs145:Int obstruct:0.066 Newborn Diagnosis:9ccs91:Other eye dx:-0.065 Diagnosis:9ccs217:Ot cong anom:-0.061 Diagnosis:9ccs72:Anxiety dx:-0.058 Diagnosis:9ccs219:Low birth wt:-0.056 Vital : 0.576416678667 MatDeliveryAge : 0.00750478145939 Diagnosis : -0.00265897942713 Newborn Diagnosis : -0.00033583282612 Number of Visits : -0.000757902647339 Time to run analysis 0:00:41.530622 Total Time elapsed 4:25:53.470981 ----------------------------------------------------- boys no_min no_census randomforest regression Running batch 1 of 7 with 16 nodes Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.900, R^2 test: 0.240 Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.824, R^2 test: 0.241 Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.670, R^2 test: 0.303 Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.603, R^2 test: 0.286 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.916, Explained Variance Score Train: 0.604 AUC Validation: 0.871, Explained Variance Score Validation: 0.361 AUC Test: 0.768, Explained Variance Score Test: 0.291 Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.890, R^2 test: 0.175 Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.850, R^2 test: 0.180 Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.727, R^2 test: 0.195 Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.656, R^2 test: 0.199 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.955, Explained Variance Score Train: 0.727 AUC Validation: 0.728, Explained Variance Score Validation: 0.207 AUC Test: 0.772, Explained Variance Score Test: 0.307 Bootstrap CV 13, alpha = (3000, 2, 1), R^2 train: 0.886, R^2 test: -0.086 Bootstrap CV 13, alpha = (3000, 2, 2), R^2 train: 0.831, R^2 test: -0.112 Bootstrap CV 13, alpha = (3000, 2, 5), R^2 train: 0.662, R^2 test: 0.033 Bootstrap CV 13, alpha = (3000, 2, 7), R^2 train: 0.591, R^2 test: 0.078 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.931, Explained Variance Score Train: 0.591 AUC Validation: 0.711, Explained Variance Score Validation: 0.104 AUC Test: 0.762, Explained Variance Score Test: 0.298 Bootstrap CV 11, alpha = (3000, 2, 1), R^2 train: 0.870, R^2 test: 0.276 Bootstrap CV 11, alpha = (3000, 2, 2), R^2 train: 0.815, R^2 test: 0.296 Bootstrap CV 11, alpha = (3000, 2, 5), R^2 train: 0.633, R^2 test: 0.290 Bootstrap CV 11, alpha = (3000, 2, 7), R^2 train: 0.559, R^2 test: 0.302 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.926, Explained Variance Score Train: 0.559 AUC Validation: 0.826, Explained Variance Score Validation: 0.308 AUC Test: 0.728, Explained Variance Score Test: 0.237 Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.287 Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.854, R^2 test: 0.294 Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.703, R^2 test: 0.292 Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.601, R^2 test: 0.310 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.947, Explained Variance Score Train: 0.703 AUC Validation: 0.822, Explained Variance Score Validation: 0.292 AUC Test: 0.760, Explained Variance Score Test: 0.242 Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.900, R^2 test: 0.315 Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.861, R^2 test: 0.296 Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.731, R^2 test: 0.329 Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.657, R^2 test: 0.329 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.944, Explained Variance Score Train: 0.731 AUC Validation: 0.841, Explained Variance Score Validation: 0.351 AUC Test: 0.753, Explained Variance Score Test: 0.282 Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.904, R^2 test: -0.048 Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.873, R^2 test: -0.010 Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.764, R^2 test: 0.046 Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.695, R^2 test: 0.077 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.973, Explained Variance Score Train: 0.873 AUC Validation: 0.723, Explained Variance Score Validation: 0.025 AUC Test: 0.752, Explained Variance Score Test: 0.285 Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.879, R^2 test: 0.135 Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.819, R^2 test: 0.176 Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.646, R^2 test: 0.249 Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.563, R^2 test: 0.278 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.938, Explained Variance Score Train: 0.646 AUC Validation: 0.739, Explained Variance Score Validation: 0.262 AUC Test: 0.763, Explained Variance Score Test: 0.306 Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.874, R^2 test: -0.005 Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.812, R^2 test: 0.041 Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.670, R^2 test: 0.073 Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.600, R^2 test: 0.081 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.960, Explained Variance Score Train: 0.600 AUC Validation: 0.559, Explained Variance Score Validation: 0.132 AUC Test: 0.739, Explained Variance Score Test: 0.277 Bootstrap CV 10, alpha = (3000, 2, 1), R^2 train: 0.888, R^2 test: 0.200 Bootstrap CV 10, alpha = (3000, 2, 2), R^2 train: 0.839, R^2 test: 0.202 Bootstrap CV 10, alpha = (3000, 2, 5), R^2 train: 0.686, R^2 test: 0.204 Bootstrap CV 10, alpha = (3000, 2, 7), R^2 train: 0.604, R^2 test: 0.209 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.924, Explained Variance Score Train: 0.604 AUC Validation: 0.728, Explained Variance Score Validation: 0.212 AUC Test: 0.729, Explained Variance Score Test: 0.239 Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.023 Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.859, R^2 test: 0.018 Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.709, R^2 test: 0.023 Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.640, R^2 test: 0.027 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.904, Explained Variance Score Train: 0.640 AUC Validation: 0.630, Explained Variance Score Validation: 0.045 AUC Test: 0.758, Explained Variance Score Test: 0.277 Bootstrap CV 15, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.217 Bootstrap CV 15, alpha = (3000, 2, 2), R^2 train: 0.851, R^2 test: 0.219 Bootstrap CV 15, alpha = (3000, 2, 5), R^2 train: 0.699, R^2 test: 0.192 Bootstrap CV 15, alpha = (3000, 2, 7), R^2 train: 0.623, R^2 test: 0.188 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.906, Explained Variance Score Train: 0.623 AUC Validation: 0.756, Explained Variance Score Validation: 0.216 AUC Test: 0.760, Explained Variance Score Test: 0.269 Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.900, R^2 test: 0.073 Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.867, R^2 test: 0.074 Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.751, R^2 test: 0.069 Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.684, R^2 test: 0.071 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.979, Explained Variance Score Train: 0.900 AUC Validation: 0.671, Explained Variance Score Validation: 0.079 AUC Test: 0.753, Explained Variance Score Test: 0.287 Bootstrap CV 14, alpha = (3000, 2, 1), R^2 train: 0.882, R^2 test: 0.216 Bootstrap CV 14, alpha = (3000, 2, 2), R^2 train: 0.840, R^2 test: 0.214 Bootstrap CV 14, alpha = (3000, 2, 5), R^2 train: 0.691, R^2 test: 0.238 Bootstrap CV 14, alpha = (3000, 2, 7), R^2 train: 0.611, R^2 test: 0.247 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.941, Explained Variance Score Train: 0.611 AUC Validation: 0.763, Explained Variance Score Validation: 0.254 AUC Test: 0.744, Explained Variance Score Test: 0.261 Bootstrap CV 12, alpha = (3000, 2, 1), R^2 train: 0.889, R^2 test: 0.250 Bootstrap CV 12, alpha = (3000, 2, 2), R^2 train: 0.824, R^2 test: 0.267 Bootstrap CV 12, alpha = (3000, 2, 5), R^2 train: 0.638, R^2 test: 0.306 Bootstrap CV 12, alpha = (3000, 2, 7), R^2 train: 0.574, R^2 test: 0.294 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.908, Explained Variance Score Train: 0.574 AUC Validation: 0.723, Explained Variance Score Validation: 0.298 AUC Test: 0.749, Explained Variance Score Test: 0.241 Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.131 Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.848, R^2 test: 0.137 Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.711, R^2 test: 0.161 Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.638, R^2 test: 0.170 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.899, Explained Variance Score Train: 0.638 AUC Validation: 0.768, Explained Variance Score Validation: 0.204 AUC Test: 0.724, Explained Variance Score Test: 0.243 Running batch 2 of 7 with 16 nodes Bootstrap CV 28, alpha = (3000, 2, 1), R^2 train: 0.916, R^2 test: -0.037 Bootstrap CV 28, alpha = (3000, 2, 2), R^2 train: 0.884, R^2 test: -0.010 Bootstrap CV 28, alpha = (3000, 2, 5), R^2 train: 0.772, R^2 test: -0.010 Bootstrap CV 28, alpha = (3000, 2, 7), R^2 train: 0.715, R^2 test: -0.002 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.950, Explained Variance Score Train: 0.715 AUC Validation: 0.642, Explained Variance Score Validation: -0.002 AUC Test: 0.776, Explained Variance Score Test: 0.247 Bootstrap CV 16, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.147 Bootstrap CV 16, alpha = (3000, 2, 2), R^2 train: 0.835, R^2 test: 0.149 Bootstrap CV 16, alpha = (3000, 2, 5), R^2 train: 0.683, R^2 test: 0.208 Bootstrap CV 16, alpha = (3000, 2, 7), R^2 train: 0.611, R^2 test: 0.218 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.932, Explained Variance Score Train: 0.611 AUC Validation: 0.668, Explained Variance Score Validation: 0.218 AUC Test: 0.769, Explained Variance Score Test: 0.300 Bootstrap CV 22, alpha = (3000, 2, 1), R^2 train: 0.889, R^2 test: 0.285 Bootstrap CV 22, alpha = (3000, 2, 2), R^2 train: 0.851, R^2 test: 0.290 Bootstrap CV 22, alpha = (3000, 2, 5), R^2 train: 0.699, R^2 test: 0.301 Bootstrap CV 22, alpha = (3000, 2, 7), R^2 train: 0.621, R^2 test: 0.299 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.907, Explained Variance Score Train: 0.621 AUC Validation: 0.762, Explained Variance Score Validation: 0.300 AUC Test: 0.722, Explained Variance Score Test: 0.250 Bootstrap CV 18, alpha = (3000, 2, 1), R^2 train: 0.889, R^2 test: 0.210 Bootstrap CV 18, alpha = (3000, 2, 2), R^2 train: 0.841, R^2 test: 0.203 Bootstrap CV 18, alpha = (3000, 2, 5), R^2 train: 0.664, R^2 test: 0.153 Bootstrap CV 18, alpha = (3000, 2, 7), R^2 train: 0.591, R^2 test: 0.157 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.935, Explained Variance Score Train: 0.591 AUC Validation: 0.789, Explained Variance Score Validation: 0.164 AUC Test: 0.746, Explained Variance Score Test: 0.247 Bootstrap CV 19, alpha = (3000, 2, 1), R^2 train: 0.902, R^2 test: 0.215 Bootstrap CV 19, alpha = (3000, 2, 2), R^2 train: 0.865, R^2 test: 0.230 Bootstrap CV 19, alpha = (3000, 2, 5), R^2 train: 0.743, R^2 test: 0.236 Bootstrap CV 19, alpha = (3000, 2, 7), R^2 train: 0.670, R^2 test: 0.245 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.913, Explained Variance Score Train: 0.670 AUC Validation: 0.707, Explained Variance Score Validation: 0.248 AUC Test: 0.763, Explained Variance Score Test: 0.270 Bootstrap CV 17, alpha = (3000, 2, 1), R^2 train: 0.886, R^2 test: 0.021 Bootstrap CV 17, alpha = (3000, 2, 2), R^2 train: 0.833, R^2 test: 0.058 Bootstrap CV 17, alpha = (3000, 2, 5), R^2 train: 0.678, R^2 test: 0.069 Bootstrap CV 17, alpha = (3000, 2, 7), R^2 train: 0.605, R^2 test: 0.068 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.929, Explained Variance Score Train: 0.605 AUC Validation: 0.600, Explained Variance Score Validation: 0.108 AUC Test: 0.781, Explained Variance Score Test: 0.292 Bootstrap CV 23, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.347 Bootstrap CV 23, alpha = (3000, 2, 2), R^2 train: 0.843, R^2 test: 0.375 Bootstrap CV 23, alpha = (3000, 2, 5), R^2 train: 0.729, R^2 test: 0.371 Bootstrap CV 23, alpha = (3000, 2, 7), R^2 train: 0.658, R^2 test: 0.364 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.969, Explained Variance Score Train: 0.843 AUC Validation: 0.809, Explained Variance Score Validation: 0.387 AUC Test: 0.764, Explained Variance Score Test: 0.304 Bootstrap CV 24, alpha = (3000, 2, 1), R^2 train: 0.898, R^2 test: 0.019 Bootstrap CV 24, alpha = (3000, 2, 2), R^2 train: 0.866, R^2 test: 0.032 Bootstrap CV 24, alpha = (3000, 2, 5), R^2 train: 0.741, R^2 test: 0.065 Bootstrap CV 24, alpha = (3000, 2, 7), R^2 train: 0.665, R^2 test: 0.047 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.939, Explained Variance Score Train: 0.665 AUC Validation: 0.718, Explained Variance Score Validation: 0.056 AUC Test: 0.754, Explained Variance Score Test: 0.283 Bootstrap CV 29, alpha = (3000, 2, 1), R^2 train: 0.907, R^2 test: 0.214 Bootstrap CV 29, alpha = (3000, 2, 2), R^2 train: 0.879, R^2 test: 0.219 Bootstrap CV 29, alpha = (3000, 2, 5), R^2 train: 0.743, R^2 test: 0.258 Bootstrap CV 29, alpha = (3000, 2, 7), R^2 train: 0.665, R^2 test: 0.265 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.918, Explained Variance Score Train: 0.665 AUC Validation: 0.706, Explained Variance Score Validation: 0.269 AUC Test: 0.762, Explained Variance Score Test: 0.255 Bootstrap CV 26, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.241 Bootstrap CV 26, alpha = (3000, 2, 2), R^2 train: 0.870, R^2 test: 0.245 Bootstrap CV 26, alpha = (3000, 2, 5), R^2 train: 0.765, R^2 test: 0.265 Bootstrap CV 26, alpha = (3000, 2, 7), R^2 train: 0.694, R^2 test: 0.273 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.936, Explained Variance Score Train: 0.694 AUC Validation: 0.779, Explained Variance Score Validation: 0.283 AUC Test: 0.766, Explained Variance Score Test: 0.307 Bootstrap CV 20, alpha = (3000, 2, 1), R^2 train: 0.878, R^2 test: 0.073 Bootstrap CV 20, alpha = (3000, 2, 2), R^2 train: 0.829, R^2 test: 0.074 Bootstrap CV 20, alpha = (3000, 2, 5), R^2 train: 0.655, R^2 test: 0.078 Bootstrap CV 20, alpha = (3000, 2, 7), R^2 train: 0.576, R^2 test: 0.082 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.939, Explained Variance Score Train: 0.576 AUC Validation: 0.602, Explained Variance Score Validation: 0.082 AUC Test: 0.750, Explained Variance Score Test: 0.244 Bootstrap CV 30, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.287 Bootstrap CV 30, alpha = (3000, 2, 2), R^2 train: 0.827, R^2 test: 0.310 Bootstrap CV 30, alpha = (3000, 2, 5), R^2 train: 0.669, R^2 test: 0.337 Bootstrap CV 30, alpha = (3000, 2, 7), R^2 train: 0.594, R^2 test: 0.336 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.916, Explained Variance Score Train: 0.594 AUC Validation: 0.777, Explained Variance Score Validation: 0.340 AUC Test: 0.770, Explained Variance Score Test: 0.278 Bootstrap CV 21, alpha = (3000, 2, 1), R^2 train: 0.911, R^2 test: 0.313 Bootstrap CV 21, alpha = (3000, 2, 2), R^2 train: 0.876, R^2 test: 0.304 Bootstrap CV 21, alpha = (3000, 2, 5), R^2 train: 0.753, R^2 test: 0.325 Bootstrap CV 21, alpha = (3000, 2, 7), R^2 train: 0.678, R^2 test: 0.322 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.918, Explained Variance Score Train: 0.678 AUC Validation: 0.831, Explained Variance Score Validation: 0.342 AUC Test: 0.765, Explained Variance Score Test: 0.287 Bootstrap CV 31, alpha = (3000, 2, 1), R^2 train: 0.890, R^2 test: 0.068 Bootstrap CV 31, alpha = (3000, 2, 2), R^2 train: 0.843, R^2 test: 0.086 Bootstrap CV 31, alpha = (3000, 2, 5), R^2 train: 0.717, R^2 test: 0.139 Bootstrap CV 31, alpha = (3000, 2, 7), R^2 train: 0.644, R^2 test: 0.150 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.944, Explained Variance Score Train: 0.645 AUC Validation: 0.668, Explained Variance Score Validation: 0.155 AUC Test: 0.757, Explained Variance Score Test: 0.261 Bootstrap CV 25, alpha = (3000, 2, 1), R^2 train: 0.888, R^2 test: 0.241 Bootstrap CV 25, alpha = (3000, 2, 2), R^2 train: 0.832, R^2 test: 0.254 Bootstrap CV 25, alpha = (3000, 2, 5), R^2 train: 0.672, R^2 test: 0.227 Bootstrap CV 25, alpha = (3000, 2, 7), R^2 train: 0.604, R^2 test: 0.227 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.928, Explained Variance Score Train: 0.604 AUC Validation: 0.706, Explained Variance Score Validation: 0.259 AUC Test: 0.773, Explained Variance Score Test: 0.280 Bootstrap CV 27, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.426 Bootstrap CV 27, alpha = (3000, 2, 2), R^2 train: 0.860, R^2 test: 0.434 Bootstrap CV 27, alpha = (3000, 2, 5), R^2 train: 0.716, R^2 test: 0.462 Bootstrap CV 27, alpha = (3000, 2, 7), R^2 train: 0.645, R^2 test: 0.475 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.936, Explained Variance Score Train: 0.716 AUC Validation: 0.834, Explained Variance Score Validation: 0.466 AUC Test: 0.761, Explained Variance Score Test: 0.295 Running batch 3 of 7 with 16 nodes Bootstrap CV 39, alpha = (3000, 2, 1), R^2 train: 0.899, R^2 test: 0.076 Bootstrap CV 39, alpha = (3000, 2, 2), R^2 train: 0.859, R^2 test: 0.081 Bootstrap CV 39, alpha = (3000, 2, 5), R^2 train: 0.736, R^2 test: 0.105 Bootstrap CV 39, alpha = (3000, 2, 7), R^2 train: 0.671, R^2 test: 0.115 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.946, Explained Variance Score Train: 0.671 AUC Validation: 0.709, Explained Variance Score Validation: 0.131 AUC Test: 0.750, Explained Variance Score Test: 0.301 Bootstrap CV 36, alpha = (3000, 2, 1), R^2 train: 0.911, R^2 test: 0.244 Bootstrap CV 36, alpha = (3000, 2, 2), R^2 train: 0.880, R^2 test: 0.247 Bootstrap CV 36, alpha = (3000, 2, 5), R^2 train: 0.763, R^2 test: 0.251 Bootstrap CV 36, alpha = (3000, 2, 7), R^2 train: 0.700, R^2 test: 0.242 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.914, Explained Variance Score Train: 0.700 AUC Validation: 0.723, Explained Variance Score Validation: 0.251 AUC Test: 0.760, Explained Variance Score Test: 0.263 Bootstrap CV 34, alpha = (3000, 2, 1), R^2 train: 0.900, R^2 test: 0.272 Bootstrap CV 34, alpha = (3000, 2, 2), R^2 train: 0.854, R^2 test: 0.276 Bootstrap CV 34, alpha = (3000, 2, 5), R^2 train: 0.733, R^2 test: 0.284 Bootstrap CV 34, alpha = (3000, 2, 7), R^2 train: 0.664, R^2 test: 0.285 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.977, Explained Variance Score Train: 0.733 AUC Validation: 0.800, Explained Variance Score Validation: 0.285 AUC Test: 0.752, Explained Variance Score Test: 0.299 Bootstrap CV 32, alpha = (3000, 2, 1), R^2 train: 0.890, R^2 test: 0.450 Bootstrap CV 32, alpha = (3000, 2, 2), R^2 train: 0.820, R^2 test: 0.445 Bootstrap CV 32, alpha = (3000, 2, 5), R^2 train: 0.660, R^2 test: 0.423 Bootstrap CV 32, alpha = (3000, 2, 7), R^2 train: 0.596, R^2 test: 0.419 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.919, Explained Variance Score Train: 0.596 AUC Validation: 0.868, Explained Variance Score Validation: 0.423 AUC Test: 0.778, Explained Variance Score Test: 0.319 Bootstrap CV 35, alpha = (3000, 2, 1), R^2 train: 0.875, R^2 test: 0.096 Bootstrap CV 35, alpha = (3000, 2, 2), R^2 train: 0.811, R^2 test: 0.116 Bootstrap CV 35, alpha = (3000, 2, 5), R^2 train: 0.638, R^2 test: 0.109 Bootstrap CV 35, alpha = (3000, 2, 7), R^2 train: 0.557, R^2 test: 0.110 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.954, Explained Variance Score Train: 0.638 AUC Validation: 0.668, Explained Variance Score Validation: 0.140 AUC Test: 0.735, Explained Variance Score Test: 0.236 Bootstrap CV 33, alpha = (3000, 2, 1), R^2 train: 0.915, R^2 test: 0.040 Bootstrap CV 33, alpha = (3000, 2, 2), R^2 train: 0.852, R^2 test: 0.041 Bootstrap CV 33, alpha = (3000, 2, 5), R^2 train: 0.672, R^2 test: 0.049 Bootstrap CV 33, alpha = (3000, 2, 7), R^2 train: 0.606, R^2 test: 0.078 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.928, Explained Variance Score Train: 0.606 AUC Validation: 0.791, Explained Variance Score Validation: 0.104 AUC Test: 0.768, Explained Variance Score Test: 0.198 Bootstrap CV 44, alpha = (3000, 2, 1), R^2 train: 0.910, R^2 test: 0.225 Bootstrap CV 44, alpha = (3000, 2, 2), R^2 train: 0.873, R^2 test: 0.234 Bootstrap CV 44, alpha = (3000, 2, 5), R^2 train: 0.768, R^2 test: 0.235 Bootstrap CV 44, alpha = (3000, 2, 7), R^2 train: 0.698, R^2 test: 0.233 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.919, Explained Variance Score Train: 0.698 AUC Validation: 0.707, Explained Variance Score Validation: 0.250 AUC Test: 0.738, Explained Variance Score Test: 0.260 Bootstrap CV 40, alpha = (3000, 2, 1), R^2 train: 0.905, R^2 test: 0.177 Bootstrap CV 40, alpha = (3000, 2, 2), R^2 train: 0.869, R^2 test: 0.182 Bootstrap CV 40, alpha = (3000, 2, 5), R^2 train: 0.750, R^2 test: 0.169 Bootstrap CV 40, alpha = (3000, 2, 7), R^2 train: 0.685, R^2 test: 0.182 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.938, Explained Variance Score Train: 0.685 AUC Validation: 0.682, Explained Variance Score Validation: 0.192 AUC Test: 0.783, Explained Variance Score Test: 0.320 Bootstrap CV 41, alpha = (3000, 2, 1), R^2 train: 0.887, R^2 test: 0.258 Bootstrap CV 41, alpha = (3000, 2, 2), R^2 train: 0.838, R^2 test: 0.229 Bootstrap CV 41, alpha = (3000, 2, 5), R^2 train: 0.715, R^2 test: 0.225 Bootstrap CV 41, alpha = (3000, 2, 7), R^2 train: 0.647, R^2 test: 0.223 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.961, Explained Variance Score Train: 0.647 AUC Validation: 0.798, Explained Variance Score Validation: 0.226 AUC Test: 0.761, Explained Variance Score Test: 0.284 Bootstrap CV 38, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.270 Bootstrap CV 38, alpha = (3000, 2, 2), R^2 train: 0.846, R^2 test: 0.267 Bootstrap CV 38, alpha = (3000, 2, 5), R^2 train: 0.704, R^2 test: 0.271 Bootstrap CV 38, alpha = (3000, 2, 7), R^2 train: 0.629, R^2 test: 0.280 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.927, Explained Variance Score Train: 0.629 AUC Validation: 0.772, Explained Variance Score Validation: 0.281 AUC Test: 0.759, Explained Variance Score Test: 0.303 Bootstrap CV 37, alpha = (3000, 2, 1), R^2 train: 0.906, R^2 test: 0.224 Bootstrap CV 37, alpha = (3000, 2, 2), R^2 train: 0.865, R^2 test: 0.222 Bootstrap CV 37, alpha = (3000, 2, 5), R^2 train: 0.735, R^2 test: 0.277 Bootstrap CV 37, alpha = (3000, 2, 7), R^2 train: 0.657, R^2 test: 0.285 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.927, Explained Variance Score Train: 0.657 AUC Validation: 0.844, Explained Variance Score Validation: 0.293 AUC Test: 0.753, Explained Variance Score Test: 0.294 Bootstrap CV 43, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.339 Bootstrap CV 43, alpha = (3000, 2, 2), R^2 train: 0.851, R^2 test: 0.339 Bootstrap CV 43, alpha = (3000, 2, 5), R^2 train: 0.732, R^2 test: 0.346 Bootstrap CV 43, alpha = (3000, 2, 7), R^2 train: 0.672, R^2 test: 0.344 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.925, Explained Variance Score Train: 0.672 AUC Validation: 0.828, Explained Variance Score Validation: 0.351 AUC Test: 0.768, Explained Variance Score Test: 0.280 Bootstrap CV 45, alpha = (3000, 2, 1), R^2 train: 0.902, R^2 test: 0.062 Bootstrap CV 45, alpha = (3000, 2, 2), R^2 train: 0.864, R^2 test: 0.064 Bootstrap CV 45, alpha = (3000, 2, 5), R^2 train: 0.718, R^2 test: -0.015 Bootstrap CV 45, alpha = (3000, 2, 7), R^2 train: 0.657, R^2 test: 0.005 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.917, Explained Variance Score Train: 0.657 AUC Validation: 0.636, Explained Variance Score Validation: 0.026 AUC Test: 0.755, Explained Variance Score Test: 0.241 Bootstrap CV 47, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: -0.071 Bootstrap CV 47, alpha = (3000, 2, 2), R^2 train: 0.833, R^2 test: -0.067 Bootstrap CV 47, alpha = (3000, 2, 5), R^2 train: 0.707, R^2 test: -0.047 Bootstrap CV 47, alpha = (3000, 2, 7), R^2 train: 0.640, R^2 test: -0.035 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.946, Explained Variance Score Train: 0.640 AUC Validation: 0.665, Explained Variance Score Validation: -0.032 AUC Test: 0.770, Explained Variance Score Test: 0.306 Bootstrap CV 42, alpha = (3000, 2, 1), R^2 train: 0.882, R^2 test: 0.434 Bootstrap CV 42, alpha = (3000, 2, 2), R^2 train: 0.816, R^2 test: 0.440 Bootstrap CV 42, alpha = (3000, 2, 5), R^2 train: 0.696, R^2 test: 0.428 Bootstrap CV 42, alpha = (3000, 2, 7), R^2 train: 0.632, R^2 test: 0.424 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.927, Explained Variance Score Train: 0.632 AUC Validation: 0.874, Explained Variance Score Validation: 0.426 AUC Test: 0.756, Explained Variance Score Test: 0.282 Bootstrap CV 46, alpha = (3000, 2, 1), R^2 train: 0.856, R^2 test: 0.250 Bootstrap CV 46, alpha = (3000, 2, 2), R^2 train: 0.767, R^2 test: 0.242 Bootstrap CV 46, alpha = (3000, 2, 5), R^2 train: 0.593, R^2 test: 0.313 Bootstrap CV 46, alpha = (3000, 2, 7), R^2 train: 0.520, R^2 test: 0.326 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.911, Explained Variance Score Train: 0.593 AUC Validation: 0.734, Explained Variance Score Validation: 0.317 AUC Test: 0.761, Explained Variance Score Test: 0.295 Running batch 4 of 7 with 16 nodes Bootstrap CV 56, alpha = (3000, 2, 1), R^2 train: 0.893, R^2 test: 0.311 Bootstrap CV 56, alpha = (3000, 2, 2), R^2 train: 0.835, R^2 test: 0.338 Bootstrap CV 56, alpha = (3000, 2, 5), R^2 train: 0.675, R^2 test: 0.362 Bootstrap CV 56, alpha = (3000, 2, 7), R^2 train: 0.605, R^2 test: 0.361 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.901, Explained Variance Score Train: 0.605 AUC Validation: 0.823, Explained Variance Score Validation: 0.367 AUC Test: 0.755, Explained Variance Score Test: 0.261 Bootstrap CV 59, alpha = (3000, 2, 1), R^2 train: 0.899, R^2 test: 0.040 Bootstrap CV 59, alpha = (3000, 2, 2), R^2 train: 0.854, R^2 test: 0.045 Bootstrap CV 59, alpha = (3000, 2, 5), R^2 train: 0.712, R^2 test: 0.048 Bootstrap CV 59, alpha = (3000, 2, 7), R^2 train: 0.647, R^2 test: 0.058 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.937, Explained Variance Score Train: 0.647 AUC Validation: 0.637, Explained Variance Score Validation: 0.059 AUC Test: 0.786, Explained Variance Score Test: 0.313 Bootstrap CV 50, alpha = (3000, 2, 1), R^2 train: 0.909, R^2 test: 0.260 Bootstrap CV 50, alpha = (3000, 2, 2), R^2 train: 0.860, R^2 test: 0.255 Bootstrap CV 50, alpha = (3000, 2, 5), R^2 train: 0.741, R^2 test: 0.279 Bootstrap CV 50, alpha = (3000, 2, 7), R^2 train: 0.680, R^2 test: 0.294 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.970, Explained Variance Score Train: 0.741 AUC Validation: 0.723, Explained Variance Score Validation: 0.284 AUC Test: 0.760, Explained Variance Score Test: 0.300 Bootstrap CV 57, alpha = (3000, 2, 1), R^2 train: 0.888, R^2 test: 0.094 Bootstrap CV 57, alpha = (3000, 2, 2), R^2 train: 0.855, R^2 test: 0.115 Bootstrap CV 57, alpha = (3000, 2, 5), R^2 train: 0.726, R^2 test: 0.137 Bootstrap CV 57, alpha = (3000, 2, 7), R^2 train: 0.653, R^2 test: 0.145 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.923, Explained Variance Score Train: 0.653 AUC Validation: 0.680, Explained Variance Score Validation: 0.158 AUC Test: 0.720, Explained Variance Score Test: 0.247 Bootstrap CV 51, alpha = (3000, 2, 1), R^2 train: 0.902, R^2 test: 0.221 Bootstrap CV 51, alpha = (3000, 2, 2), R^2 train: 0.842, R^2 test: 0.238 Bootstrap CV 51, alpha = (3000, 2, 5), R^2 train: 0.718, R^2 test: 0.233 Bootstrap CV 51, alpha = (3000, 2, 7), R^2 train: 0.647, R^2 test: 0.218 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.971, Explained Variance Score Train: 0.718 AUC Validation: 0.757, Explained Variance Score Validation: 0.237 AUC Test: 0.752, Explained Variance Score Test: 0.281 Bootstrap CV 52, alpha = (3000, 2, 1), R^2 train: 0.879, R^2 test: -0.001 Bootstrap CV 52, alpha = (3000, 2, 2), R^2 train: 0.832, R^2 test: 0.017 Bootstrap CV 52, alpha = (3000, 2, 5), R^2 train: 0.686, R^2 test: 0.032 Bootstrap CV 52, alpha = (3000, 2, 7), R^2 train: 0.606, R^2 test: 0.032 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.894, Explained Variance Score Train: 0.606 AUC Validation: 0.733, Explained Variance Score Validation: 0.068 AUC Test: 0.739, Explained Variance Score Test: 0.280 Bootstrap CV 60, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.438 Bootstrap CV 60, alpha = (3000, 2, 2), R^2 train: 0.841, R^2 test: 0.435 Bootstrap CV 60, alpha = (3000, 2, 5), R^2 train: 0.689, R^2 test: 0.448 Bootstrap CV 60, alpha = (3000, 2, 7), R^2 train: 0.617, R^2 test: 0.449 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.934, Explained Variance Score Train: 0.689 AUC Validation: 0.839, Explained Variance Score Validation: 0.453 AUC Test: 0.763, Explained Variance Score Test: 0.298 Bootstrap CV 63, alpha = (3000, 2, 1), R^2 train: 0.890, R^2 test: 0.167 Bootstrap CV 63, alpha = (3000, 2, 2), R^2 train: 0.849, R^2 test: 0.164 Bootstrap CV 63, alpha = (3000, 2, 5), R^2 train: 0.703, R^2 test: 0.152 Bootstrap CV 63, alpha = (3000, 2, 7), R^2 train: 0.626, R^2 test: 0.156 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.947, Explained Variance Score Train: 0.626 AUC Validation: 0.723, Explained Variance Score Validation: 0.159 AUC Test: 0.748, Explained Variance Score Test: 0.253 Bootstrap CV 49, alpha = (3000, 2, 1), R^2 train: 0.900, R^2 test: 0.270 Bootstrap CV 49, alpha = (3000, 2, 2), R^2 train: 0.858, R^2 test: 0.281 Bootstrap CV 49, alpha = (3000, 2, 5), R^2 train: 0.719, R^2 test: 0.254 Bootstrap CV 49, alpha = (3000, 2, 7), R^2 train: 0.637, R^2 test: 0.249 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.907, Explained Variance Score Train: 0.637 AUC Validation: 0.826, Explained Variance Score Validation: 0.280 AUC Test: 0.769, Explained Variance Score Test: 0.260 Bootstrap CV 53, alpha = (3000, 2, 1), R^2 train: 0.883, R^2 test: 0.205 Bootstrap CV 53, alpha = (3000, 2, 2), R^2 train: 0.795, R^2 test: 0.250 Bootstrap CV 53, alpha = (3000, 2, 5), R^2 train: 0.620, R^2 test: 0.275 Bootstrap CV 53, alpha = (3000, 2, 7), R^2 train: 0.551, R^2 test: 0.269 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.929, Explained Variance Score Train: 0.620 AUC Validation: 0.761, Explained Variance Score Validation: 0.275 AUC Test: 0.764, Explained Variance Score Test: 0.284 Bootstrap CV 55, alpha = (3000, 2, 1), R^2 train: 0.887, R^2 test: 0.143 Bootstrap CV 55, alpha = (3000, 2, 2), R^2 train: 0.841, R^2 test: 0.142 Bootstrap CV 55, alpha = (3000, 2, 5), R^2 train: 0.701, R^2 test: 0.152 Bootstrap CV 55, alpha = (3000, 2, 7), R^2 train: 0.627, R^2 test: 0.157 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.908, Explained Variance Score Train: 0.627 AUC Validation: 0.661, Explained Variance Score Validation: 0.165 AUC Test: 0.771, Explained Variance Score Test: 0.280 Bootstrap CV 61, alpha = (3000, 2, 1), R^2 train: 0.912, R^2 test: 0.080 Bootstrap CV 61, alpha = (3000, 2, 2), R^2 train: 0.876, R^2 test: 0.104 Bootstrap CV 61, alpha = (3000, 2, 5), R^2 train: 0.762, R^2 test: 0.133 Bootstrap CV 61, alpha = (3000, 2, 7), R^2 train: 0.702, R^2 test: 0.139 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.958, Explained Variance Score Train: 0.702 AUC Validation: 0.736, Explained Variance Score Validation: 0.146 AUC Test: 0.774, Explained Variance Score Test: 0.329 Bootstrap CV 62, alpha = (3000, 2, 1), R^2 train: 0.885, R^2 test: 0.205 Bootstrap CV 62, alpha = (3000, 2, 2), R^2 train: 0.811, R^2 test: 0.204 Bootstrap CV 62, alpha = (3000, 2, 5), R^2 train: 0.653, R^2 test: 0.226 Bootstrap CV 62, alpha = (3000, 2, 7), R^2 train: 0.576, R^2 test: 0.219 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.942, Explained Variance Score Train: 0.577 AUC Validation: 0.744, Explained Variance Score Validation: 0.223 AUC Test: 0.763, Explained Variance Score Test: 0.266 Bootstrap CV 54, alpha = (3000, 2, 1), R^2 train: 0.907, R^2 test: 0.089 Bootstrap CV 54, alpha = (3000, 2, 2), R^2 train: 0.877, R^2 test: 0.091 Bootstrap CV 54, alpha = (3000, 2, 5), R^2 train: 0.758, R^2 test: 0.099 Bootstrap CV 54, alpha = (3000, 2, 7), R^2 train: 0.691, R^2 test: 0.104 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.984, Explained Variance Score Train: 0.907 AUC Validation: 0.671, Explained Variance Score Validation: 0.090 AUC Test: 0.756, Explained Variance Score Test: 0.251 Bootstrap CV 48, alpha = (3000, 2, 1), R^2 train: 0.867, R^2 test: 0.152 Bootstrap CV 48, alpha = (3000, 2, 2), R^2 train: 0.811, R^2 test: 0.163 Bootstrap CV 48, alpha = (3000, 2, 5), R^2 train: 0.623, R^2 test: 0.181 Bootstrap CV 48, alpha = (3000, 2, 7), R^2 train: 0.542, R^2 test: 0.185 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.946, Explained Variance Score Train: 0.623 AUC Validation: 0.658, Explained Variance Score Validation: 0.206 AUC Test: 0.737, Explained Variance Score Test: 0.271 Bootstrap CV 58, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.278 Bootstrap CV 58, alpha = (3000, 2, 2), R^2 train: 0.855, R^2 test: 0.274 Bootstrap CV 58, alpha = (3000, 2, 5), R^2 train: 0.705, R^2 test: 0.269 Bootstrap CV 58, alpha = (3000, 2, 7), R^2 train: 0.631, R^2 test: 0.281 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.983, Explained Variance Score Train: 0.891 AUC Validation: 0.740, Explained Variance Score Validation: 0.279 AUC Test: 0.739, Explained Variance Score Test: 0.249 Running batch 5 of 7 with 16 nodes Bootstrap CV 72, alpha = (3000, 2, 1), R^2 train: 0.900, R^2 test: 0.144 Bootstrap CV 72, alpha = (3000, 2, 2), R^2 train: 0.871, R^2 test: 0.130 Bootstrap CV 72, alpha = (3000, 2, 5), R^2 train: 0.760, R^2 test: 0.115 Bootstrap CV 72, alpha = (3000, 2, 7), R^2 train: 0.703, R^2 test: 0.111 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.952, Explained Variance Score Train: 0.760 AUC Validation: 0.715, Explained Variance Score Validation: 0.134 AUC Test: 0.760, Explained Variance Score Test: 0.261 Bootstrap CV 65, alpha = (3000, 2, 1), R^2 train: 0.904, R^2 test: 0.114 Bootstrap CV 65, alpha = (3000, 2, 2), R^2 train: 0.868, R^2 test: 0.119 Bootstrap CV 65, alpha = (3000, 2, 5), R^2 train: 0.745, R^2 test: 0.129 Bootstrap CV 65, alpha = (3000, 2, 7), R^2 train: 0.670, R^2 test: 0.142 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.928, Explained Variance Score Train: 0.670 AUC Validation: 0.726, Explained Variance Score Validation: 0.144 AUC Test: 0.750, Explained Variance Score Test: 0.264 Bootstrap CV 64, alpha = (3000, 2, 1), R^2 train: 0.900, R^2 test: 0.412 Bootstrap CV 64, alpha = (3000, 2, 2), R^2 train: 0.871, R^2 test: 0.412 Bootstrap CV 64, alpha = (3000, 2, 5), R^2 train: 0.758, R^2 test: 0.409 Bootstrap CV 64, alpha = (3000, 2, 7), R^2 train: 0.692, R^2 test: 0.406 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.953, Explained Variance Score Train: 0.758 AUC Validation: 0.853, Explained Variance Score Validation: 0.412 AUC Test: 0.759, Explained Variance Score Test: 0.310 Bootstrap CV 68, alpha = (3000, 2, 1), R^2 train: 0.888, R^2 test: 0.266 Bootstrap CV 68, alpha = (3000, 2, 2), R^2 train: 0.841, R^2 test: 0.252 Bootstrap CV 68, alpha = (3000, 2, 5), R^2 train: 0.691, R^2 test: 0.250 Bootstrap CV 68, alpha = (3000, 2, 7), R^2 train: 0.616, R^2 test: 0.247 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.949, Explained Variance Score Train: 0.616 AUC Validation: 0.711, Explained Variance Score Validation: 0.251 AUC Test: 0.774, Explained Variance Score Test: 0.288 Bootstrap CV 66, alpha = (3000, 2, 1), R^2 train: 0.880, R^2 test: 0.308 Bootstrap CV 66, alpha = (3000, 2, 2), R^2 train: 0.812, R^2 test: 0.318 Bootstrap CV 66, alpha = (3000, 2, 5), R^2 train: 0.623, R^2 test: 0.307 Bootstrap CV 66, alpha = (3000, 2, 7), R^2 train: 0.541, R^2 test: 0.305 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.929, Explained Variance Score Train: 0.541 AUC Validation: 0.868, Explained Variance Score Validation: 0.308 AUC Test: 0.781, Explained Variance Score Test: 0.284 Bootstrap CV 67, alpha = (3000, 2, 1), R^2 train: 0.899, R^2 test: 0.058 Bootstrap CV 67, alpha = (3000, 2, 2), R^2 train: 0.859, R^2 test: 0.091 Bootstrap CV 67, alpha = (3000, 2, 5), R^2 train: 0.733, R^2 test: 0.126 Bootstrap CV 67, alpha = (3000, 2, 7), R^2 train: 0.660, R^2 test: 0.130 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.958, Explained Variance Score Train: 0.733 AUC Validation: 0.723, Explained Variance Score Validation: 0.148 AUC Test: 0.760, Explained Variance Score Test: 0.268 Bootstrap CV 73, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.235 Bootstrap CV 73, alpha = (3000, 2, 2), R^2 train: 0.838, R^2 test: 0.247 Bootstrap CV 73, alpha = (3000, 2, 5), R^2 train: 0.700, R^2 test: 0.240 Bootstrap CV 73, alpha = (3000, 2, 7), R^2 train: 0.615, R^2 test: 0.225 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.938, Explained Variance Score Train: 0.700 AUC Validation: 0.744, Explained Variance Score Validation: 0.251 AUC Test: 0.752, Explained Variance Score Test: 0.291 Bootstrap CV 77, alpha = (3000, 2, 1), R^2 train: 0.865, R^2 test: 0.204 Bootstrap CV 77, alpha = (3000, 2, 2), R^2 train: 0.811, R^2 test: 0.222 Bootstrap CV 77, alpha = (3000, 2, 5), R^2 train: 0.665, R^2 test: 0.257 Bootstrap CV 77, alpha = (3000, 2, 7), R^2 train: 0.583, R^2 test: 0.264 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.941, Explained Variance Score Train: 0.665 AUC Validation: 0.826, Explained Variance Score Validation: 0.259 AUC Test: 0.745, Explained Variance Score Test: 0.240 Bootstrap CV 76, alpha = (3000, 2, 1), R^2 train: 0.885, R^2 test: 0.169 Bootstrap CV 76, alpha = (3000, 2, 2), R^2 train: 0.841, R^2 test: 0.175 Bootstrap CV 76, alpha = (3000, 2, 5), R^2 train: 0.693, R^2 test: 0.169 Bootstrap CV 76, alpha = (3000, 2, 7), R^2 train: 0.616, R^2 test: 0.174 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.922, Explained Variance Score Train: 0.616 AUC Validation: 0.750, Explained Variance Score Validation: 0.186 AUC Test: 0.771, Explained Variance Score Test: 0.299 Bootstrap CV 71, alpha = (3000, 2, 1), R^2 train: 0.903, R^2 test: 0.165 Bootstrap CV 71, alpha = (3000, 2, 2), R^2 train: 0.866, R^2 test: 0.194 Bootstrap CV 71, alpha = (3000, 2, 5), R^2 train: 0.730, R^2 test: 0.247 Bootstrap CV 71, alpha = (3000, 2, 7), R^2 train: 0.643, R^2 test: 0.241 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.890, Explained Variance Score Train: 0.643 AUC Validation: 0.746, Explained Variance Score Validation: 0.244 AUC Test: 0.736, Explained Variance Score Test: 0.252 Bootstrap CV 69, alpha = (3000, 2, 1), R^2 train: 0.885, R^2 test: 0.232 Bootstrap CV 69, alpha = (3000, 2, 2), R^2 train: 0.811, R^2 test: 0.237 Bootstrap CV 69, alpha = (3000, 2, 5), R^2 train: 0.640, R^2 test: 0.233 Bootstrap CV 69, alpha = (3000, 2, 7), R^2 train: 0.579, R^2 test: 0.211 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.929, Explained Variance Score Train: 0.579 AUC Validation: 0.637, Explained Variance Score Validation: 0.225 AUC Test: 0.758, Explained Variance Score Test: 0.276 Bootstrap CV 75, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.277 Bootstrap CV 75, alpha = (3000, 2, 2), R^2 train: 0.851, R^2 test: 0.288 Bootstrap CV 75, alpha = (3000, 2, 5), R^2 train: 0.724, R^2 test: 0.288 Bootstrap CV 75, alpha = (3000, 2, 7), R^2 train: 0.650, R^2 test: 0.278 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.970, Explained Variance Score Train: 0.851 AUC Validation: 0.796, Explained Variance Score Validation: 0.289 AUC Test: 0.755, Explained Variance Score Test: 0.311 Bootstrap CV 70, alpha = (3000, 2, 1), R^2 train: 0.903, R^2 test: 0.180 Bootstrap CV 70, alpha = (3000, 2, 2), R^2 train: 0.859, R^2 test: 0.180 Bootstrap CV 70, alpha = (3000, 2, 5), R^2 train: 0.707, R^2 test: 0.164 Bootstrap CV 70, alpha = (3000, 2, 7), R^2 train: 0.620, R^2 test: 0.141 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.886, Explained Variance Score Train: 0.620 AUC Validation: 0.584, Explained Variance Score Validation: 0.157 AUC Test: 0.760, Explained Variance Score Test: 0.303 Bootstrap CV 74, alpha = (3000, 2, 1), R^2 train: 0.902, R^2 test: 0.354 Bootstrap CV 74, alpha = (3000, 2, 2), R^2 train: 0.866, R^2 test: 0.378 Bootstrap CV 74, alpha = (3000, 2, 5), R^2 train: 0.735, R^2 test: 0.382 Bootstrap CV 74, alpha = (3000, 2, 7), R^2 train: 0.657, R^2 test: 0.357 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.936, Explained Variance Score Train: 0.735 AUC Validation: 0.806, Explained Variance Score Validation: 0.432 AUC Test: 0.744, Explained Variance Score Test: 0.290 Bootstrap CV 79, alpha = (3000, 2, 1), R^2 train: 0.908, R^2 test: 0.063 Bootstrap CV 79, alpha = (3000, 2, 2), R^2 train: 0.882, R^2 test: 0.065 Bootstrap CV 79, alpha = (3000, 2, 5), R^2 train: 0.759, R^2 test: 0.039 Bootstrap CV 79, alpha = (3000, 2, 7), R^2 train: 0.688, R^2 test: 0.056 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.977, Explained Variance Score Train: 0.882 AUC Validation: 0.661, Explained Variance Score Validation: 0.065 AUC Test: 0.744, Explained Variance Score Test: 0.234 Bootstrap CV 78, alpha = (3000, 2, 1), R^2 train: 0.909, R^2 test: 0.243 Bootstrap CV 78, alpha = (3000, 2, 2), R^2 train: 0.882, R^2 test: 0.244 Bootstrap CV 78, alpha = (3000, 2, 5), R^2 train: 0.743, R^2 test: 0.221 Bootstrap CV 78, alpha = (3000, 2, 7), R^2 train: 0.657, R^2 test: 0.214 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.970, Explained Variance Score Train: 0.882 AUC Validation: 0.805, Explained Variance Score Validation: 0.244 AUC Test: 0.755, Explained Variance Score Test: 0.265 Running batch 6 of 7 with 16 nodes Bootstrap CV 82, alpha = (3000, 2, 1), R^2 train: 0.890, R^2 test: 0.160 Bootstrap CV 82, alpha = (3000, 2, 2), R^2 train: 0.855, R^2 test: 0.161 Bootstrap CV 82, alpha = (3000, 2, 5), R^2 train: 0.728, R^2 test: 0.175 Bootstrap CV 82, alpha = (3000, 2, 7), R^2 train: 0.654, R^2 test: 0.179 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.926, Explained Variance Score Train: 0.654 AUC Validation: 0.707, Explained Variance Score Validation: 0.182 AUC Test: 0.749, Explained Variance Score Test: 0.292 Bootstrap CV 85, alpha = (3000, 2, 1), R^2 train: 0.879, R^2 test: 0.168 Bootstrap CV 85, alpha = (3000, 2, 2), R^2 train: 0.798, R^2 test: 0.161 Bootstrap CV 85, alpha = (3000, 2, 5), R^2 train: 0.626, R^2 test: 0.162 Bootstrap CV 85, alpha = (3000, 2, 7), R^2 train: 0.553, R^2 test: 0.153 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.911, Explained Variance Score Train: 0.553 AUC Validation: 0.753, Explained Variance Score Validation: 0.154 AUC Test: 0.733, Explained Variance Score Test: 0.251 Bootstrap CV 91, alpha = (3000, 2, 1), R^2 train: 0.884, R^2 test: 0.227 Bootstrap CV 91, alpha = (3000, 2, 2), R^2 train: 0.831, R^2 test: 0.238 Bootstrap CV 91, alpha = (3000, 2, 5), R^2 train: 0.656, R^2 test: 0.261 Bootstrap CV 91, alpha = (3000, 2, 7), R^2 train: 0.580, R^2 test: 0.276 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.938, Explained Variance Score Train: 0.580 AUC Validation: 0.758, Explained Variance Score Validation: 0.277 AUC Test: 0.753, Explained Variance Score Test: 0.265 Bootstrap CV 83, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.107 Bootstrap CV 83, alpha = (3000, 2, 2), R^2 train: 0.856, R^2 test: 0.132 Bootstrap CV 83, alpha = (3000, 2, 5), R^2 train: 0.724, R^2 test: 0.154 Bootstrap CV 83, alpha = (3000, 2, 7), R^2 train: 0.651, R^2 test: 0.152 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.935, Explained Variance Score Train: 0.652 AUC Validation: 0.751, Explained Variance Score Validation: 0.187 AUC Test: 0.779, Explained Variance Score Test: 0.289 Bootstrap CV 81, alpha = (3000, 2, 1), R^2 train: 0.904, R^2 test: 0.087 Bootstrap CV 81, alpha = (3000, 2, 2), R^2 train: 0.834, R^2 test: 0.094 Bootstrap CV 81, alpha = (3000, 2, 5), R^2 train: 0.695, R^2 test: 0.141 Bootstrap CV 81, alpha = (3000, 2, 7), R^2 train: 0.637, R^2 test: 0.144 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.933, Explained Variance Score Train: 0.637 AUC Validation: 0.739, Explained Variance Score Validation: 0.161 AUC Test: 0.765, Explained Variance Score Test: 0.293 Bootstrap CV 86, alpha = (3000, 2, 1), R^2 train: 0.881, R^2 test: 0.203 Bootstrap CV 86, alpha = (3000, 2, 2), R^2 train: 0.833, R^2 test: 0.202 Bootstrap CV 86, alpha = (3000, 2, 5), R^2 train: 0.706, R^2 test: 0.211 Bootstrap CV 86, alpha = (3000, 2, 7), R^2 train: 0.636, R^2 test: 0.202 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.941, Explained Variance Score Train: 0.636 AUC Validation: 0.730, Explained Variance Score Validation: 0.214 AUC Test: 0.766, Explained Variance Score Test: 0.303 Bootstrap CV 89, alpha = (3000, 2, 1), R^2 train: 0.893, R^2 test: 0.148 Bootstrap CV 89, alpha = (3000, 2, 2), R^2 train: 0.846, R^2 test: 0.155 Bootstrap CV 89, alpha = (3000, 2, 5), R^2 train: 0.715, R^2 test: 0.178 Bootstrap CV 89, alpha = (3000, 2, 7), R^2 train: 0.644, R^2 test: 0.184 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.954, Explained Variance Score Train: 0.715 AUC Validation: 0.643, Explained Variance Score Validation: 0.179 AUC Test: 0.745, Explained Variance Score Test: 0.277 Bootstrap CV 87, alpha = (3000, 2, 1), R^2 train: 0.880, R^2 test: 0.130 Bootstrap CV 87, alpha = (3000, 2, 2), R^2 train: 0.830, R^2 test: 0.148 Bootstrap CV 87, alpha = (3000, 2, 5), R^2 train: 0.693, R^2 test: 0.172 Bootstrap CV 87, alpha = (3000, 2, 7), R^2 train: 0.620, R^2 test: 0.182 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.930, Explained Variance Score Train: 0.620 AUC Validation: 0.743, Explained Variance Score Validation: 0.185 AUC Test: 0.751, Explained Variance Score Test: 0.245 Bootstrap CV 93, alpha = (3000, 2, 1), R^2 train: 0.913, R^2 test: 0.253 Bootstrap CV 93, alpha = (3000, 2, 2), R^2 train: 0.852, R^2 test: 0.262 Bootstrap CV 93, alpha = (3000, 2, 5), R^2 train: 0.721, R^2 test: 0.273 Bootstrap CV 93, alpha = (3000, 2, 7), R^2 train: 0.662, R^2 test: 0.265 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.927, Explained Variance Score Train: 0.662 AUC Validation: 0.711, Explained Variance Score Validation: 0.273 AUC Test: 0.757, Explained Variance Score Test: 0.259 Bootstrap CV 80, alpha = (3000, 2, 1), R^2 train: 0.909, R^2 test: 0.192 Bootstrap CV 80, alpha = (3000, 2, 2), R^2 train: 0.880, R^2 test: 0.188 Bootstrap CV 80, alpha = (3000, 2, 5), R^2 train: 0.744, R^2 test: 0.202 Bootstrap CV 80, alpha = (3000, 2, 7), R^2 train: 0.656, R^2 test: 0.199 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.912, Explained Variance Score Train: 0.656 AUC Validation: 0.707, Explained Variance Score Validation: 0.224 AUC Test: 0.776, Explained Variance Score Test: 0.288 Bootstrap CV 92, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.219 Bootstrap CV 92, alpha = (3000, 2, 2), R^2 train: 0.853, R^2 test: 0.213 Bootstrap CV 92, alpha = (3000, 2, 5), R^2 train: 0.694, R^2 test: 0.197 Bootstrap CV 92, alpha = (3000, 2, 7), R^2 train: 0.613, R^2 test: 0.184 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.938, Explained Variance Score Train: 0.613 AUC Validation: 0.716, Explained Variance Score Validation: 0.184 AUC Test: 0.733, Explained Variance Score Test: 0.239 Bootstrap CV 84, alpha = (3000, 2, 1), R^2 train: 0.884, R^2 test: -0.049 Bootstrap CV 84, alpha = (3000, 2, 2), R^2 train: 0.810, R^2 test: -0.039 Bootstrap CV 84, alpha = (3000, 2, 5), R^2 train: 0.653, R^2 test: -0.028 Bootstrap CV 84, alpha = (3000, 2, 7), R^2 train: 0.583, R^2 test: -0.038 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.950, Explained Variance Score Train: 0.654 AUC Validation: 0.632, Explained Variance Score Validation: -0.023 AUC Test: 0.772, Explained Variance Score Test: 0.303 Bootstrap CV 88, alpha = (3000, 2, 1), R^2 train: 0.879, R^2 test: 0.269 Bootstrap CV 88, alpha = (3000, 2, 2), R^2 train: 0.813, R^2 test: 0.275 Bootstrap CV 88, alpha = (3000, 2, 5), R^2 train: 0.642, R^2 test: 0.250 Bootstrap CV 88, alpha = (3000, 2, 7), R^2 train: 0.573, R^2 test: 0.247 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.956, Explained Variance Score Train: 0.573 AUC Validation: 0.790, Explained Variance Score Validation: 0.250 AUC Test: 0.769, Explained Variance Score Test: 0.290 Bootstrap CV 90, alpha = (3000, 2, 1), R^2 train: 0.880, R^2 test: 0.085 Bootstrap CV 90, alpha = (3000, 2, 2), R^2 train: 0.806, R^2 test: 0.143 Bootstrap CV 90, alpha = (3000, 2, 5), R^2 train: 0.640, R^2 test: 0.181 Bootstrap CV 90, alpha = (3000, 2, 7), R^2 train: 0.569, R^2 test: 0.173 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.933, Explained Variance Score Train: 0.569 AUC Validation: 0.708, Explained Variance Score Validation: 0.174 AUC Test: 0.774, Explained Variance Score Test: 0.314 Bootstrap CV 95, alpha = (3000, 2, 1), R^2 train: 0.878, R^2 test: 0.161 Bootstrap CV 95, alpha = (3000, 2, 2), R^2 train: 0.807, R^2 test: 0.183 Bootstrap CV 95, alpha = (3000, 2, 5), R^2 train: 0.620, R^2 test: 0.197 Bootstrap CV 95, alpha = (3000, 2, 7), R^2 train: 0.545, R^2 test: 0.214 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.920, Explained Variance Score Train: 0.545 AUC Validation: 0.723, Explained Variance Score Validation: 0.224 AUC Test: 0.738, Explained Variance Score Test: 0.237 Bootstrap CV 94, alpha = (3000, 2, 1), R^2 train: 0.916, R^2 test: -0.125 Bootstrap CV 94, alpha = (3000, 2, 2), R^2 train: 0.891, R^2 test: -0.118 Bootstrap CV 94, alpha = (3000, 2, 5), R^2 train: 0.783, R^2 test: -0.097 Bootstrap CV 94, alpha = (3000, 2, 7), R^2 train: 0.720, R^2 test: -0.084 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.981, Explained Variance Score Train: 0.891 AUC Validation: 0.646, Explained Variance Score Validation: -0.044 AUC Test: 0.789, Explained Variance Score Test: 0.310 Running batch 7 of 7 with 4 nodes Bootstrap CV 99, alpha = (3000, 2, 1), R^2 train: 0.878, R^2 test: 0.058 Bootstrap CV 99, alpha = (3000, 2, 2), R^2 train: 0.823, R^2 test: 0.071 Bootstrap CV 99, alpha = (3000, 2, 5), R^2 train: 0.658, R^2 test: 0.137 Bootstrap CV 99, alpha = (3000, 2, 7), R^2 train: 0.569, R^2 test: 0.130 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.922, Explained Variance Score Train: 0.570 AUC Validation: 0.718, Explained Variance Score Validation: 0.173 AUC Test: 0.741, Explained Variance Score Test: 0.245 Bootstrap CV 96, alpha = (3000, 2, 1), R^2 train: 0.899, R^2 test: 0.265 Bootstrap CV 96, alpha = (3000, 2, 2), R^2 train: 0.857, R^2 test: 0.260 Bootstrap CV 96, alpha = (3000, 2, 5), R^2 train: 0.716, R^2 test: 0.266 Bootstrap CV 96, alpha = (3000, 2, 7), R^2 train: 0.640, R^2 test: 0.267 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.937, Explained Variance Score Train: 0.640 AUC Validation: 0.767, Explained Variance Score Validation: 0.299 AUC Test: 0.725, Explained Variance Score Test: 0.272 Bootstrap CV 98, alpha = (3000, 2, 1), R^2 train: 0.883, R^2 test: 0.224 Bootstrap CV 98, alpha = (3000, 2, 2), R^2 train: 0.843, R^2 test: 0.250 Bootstrap CV 98, alpha = (3000, 2, 5), R^2 train: 0.707, R^2 test: 0.265 Bootstrap CV 98, alpha = (3000, 2, 7), R^2 train: 0.637, R^2 test: 0.261 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.942, Explained Variance Score Train: 0.637 AUC Validation: 0.662, Explained Variance Score Validation: 0.264 AUC Test: 0.754, Explained Variance Score Test: 0.277 Bootstrap CV 97, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.430 Bootstrap CV 97, alpha = (3000, 2, 2), R^2 train: 0.861, R^2 test: 0.426 Bootstrap CV 97, alpha = (3000, 2, 5), R^2 train: 0.721, R^2 test: 0.420 Bootstrap CV 97, alpha = (3000, 2, 7), R^2 train: 0.652, R^2 test: 0.410 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.983, Explained Variance Score Train: 0.895 AUC Validation: 0.777, Explained Variance Score Validation: 0.431 AUC Test: 0.767, Explained Variance Score Test: 0.303 total Variables 2026 and total subjects: 1751 ->AUC validation: 0.736 95% CI: [0.723 , 0.749] ->AUC test: 0.757 95% CI: [0.754 , 0.760] ->R^2 validation: 0.219 95% CI: [0.197 , 0.240] ->R^2 test: 0.276 95% CI: [0.271 , 0.281] ->Explained Variance validation: 0.206 95% CI: [0.184 , 0.228] ->Explained Variance test: 0.273 95% CI: [0.268 , 0.278] Test set metrics: @threshold:1.700, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:1.584, sens:0.024, spec:1.000, ppv:1.000, acc:0.769, f1:0.047, mcc:0.000, total+:2, total-:348 @threshold:1.524, sens:0.036, spec:1.000, ppv:1.000, acc:0.771, f1:0.070, mcc:0.000, total+:3, total-:347 @threshold:1.443, sens:0.072, spec:0.996, ppv:0.857, acc:0.777, f1:0.133, mcc:0.237, total+:7, total-:343 @threshold:1.404, sens:0.084, spec:0.996, ppv:0.875, acc:0.780, f1:0.154, mcc:0.261, total+:8, total-:342 @threshold:1.400, sens:0.084, spec:0.993, ppv:0.778, acc:0.777, f1:0.152, mcc:0.118, total+:9, total-:341 @threshold:1.373, sens:0.096, spec:0.989, ppv:0.727, acc:0.777, f1:0.170, mcc:0.079, total+:11, total-:339 @threshold:1.334, sens:0.120, spec:0.985, ppv:0.714, acc:0.780, f1:0.206, mcc:0.065, total+:14, total-:336 @threshold:1.327, sens:0.133, spec:0.985, ppv:0.733, acc:0.783, f1:0.224, mcc:0.070, total+:15, total-:335 @threshold:1.290, sens:0.145, spec:0.981, ppv:0.706, acc:0.783, f1:0.240, mcc:0.057, total+:17, total-:333 @threshold:1.233, sens:0.157, spec:0.978, ppv:0.684, acc:0.783, f1:0.255, mcc:0.048, total+:19, total-:331 @threshold:1.196, sens:0.157, spec:0.974, ppv:0.650, acc:0.780, f1:0.252, mcc:0.039, total+:20, total-:330 @threshold:1.126, sens:0.169, spec:0.974, ppv:0.667, acc:0.783, f1:0.269, mcc:0.042, total+:21, total-:329 @threshold:1.090, sens:0.181, spec:0.970, ppv:0.652, acc:0.783, f1:0.283, mcc:0.037, total+:23, total-:327 @threshold:1.036, sens:0.193, spec:0.966, ppv:0.640, acc:0.783, f1:0.296, mcc:0.033, total+:25, total-:325 @threshold:1.011, sens:0.205, spec:0.963, ppv:0.630, acc:0.783, f1:0.309, mcc:0.030, total+:27, total-:323 @threshold:0.949, sens:0.217, spec:0.963, ppv:0.643, acc:0.786, f1:0.324, mcc:0.032, total+:28, total-:322 @threshold:0.909, sens:0.217, spec:0.959, ppv:0.621, acc:0.783, f1:0.321, mcc:0.028, total+:29, total-:321 @threshold:0.900, sens:0.229, spec:0.959, ppv:0.633, acc:0.786, f1:0.336, mcc:0.030, total+:30, total-:320 @threshold:0.838, sens:0.289, spec:0.955, ppv:0.667, acc:0.797, f1:0.403, mcc:0.032, total+:36, total-:314 @threshold:0.800, sens:0.301, spec:0.948, ppv:0.641, acc:0.794, f1:0.410, mcc:0.027, total+:39, total-:311 @threshold:0.795, sens:0.301, spec:0.944, ppv:0.625, acc:0.791, f1:0.407, mcc:0.025, total+:40, total-:310 @threshold:0.786, sens:0.313, spec:0.944, ppv:0.634, acc:0.794, f1:0.419, mcc:0.026, total+:41, total-:309 @threshold:0.761, sens:0.313, spec:0.940, ppv:0.619, acc:0.791, f1:0.416, mcc:0.024, total+:42, total-:308 @threshold:0.751, sens:0.325, spec:0.936, ppv:0.614, acc:0.791, f1:0.425, mcc:0.023, total+:44, total-:306 @threshold:0.724, sens:0.361, spec:0.933, ppv:0.625, acc:0.797, f1:0.458, mcc:0.023, total+:48, total-:302 @threshold:0.720, sens:0.373, spec:0.933, ppv:0.633, acc:0.800, f1:0.470, mcc:0.024, total+:49, total-:301 @threshold:0.689, sens:0.386, spec:0.929, ppv:0.627, acc:0.800, f1:0.478, mcc:0.023, total+:51, total-:299 @threshold:0.608, sens:0.398, spec:0.891, ppv:0.532, acc:0.774, f1:0.455, mcc:0.013, total+:62, total-:288 @threshold:0.577, sens:0.434, spec:0.888, ppv:0.545, acc:0.780, f1:0.483, mcc:0.014, total+:66, total-:284 @threshold:0.567, sens:0.446, spec:0.876, ppv:0.529, acc:0.774, f1:0.484, mcc:0.012, total+:70, total-:280 @threshold:0.564, sens:0.446, spec:0.873, ppv:0.521, acc:0.771, f1:0.481, mcc:0.012, total+:71, total-:279 @threshold:0.530, sens:0.458, spec:0.850, ppv:0.487, acc:0.757, f1:0.472, mcc:0.009, total+:78, total-:272 @threshold:0.524, sens:0.458, spec:0.846, ppv:0.481, acc:0.754, f1:0.469, mcc:0.009, total+:79, total-:271 @threshold:0.453, sens:0.470, spec:0.824, ppv:0.453, acc:0.740, f1:0.462, mcc:0.007, total+:86, total-:264 @threshold:0.449, sens:0.482, spec:0.820, ppv:0.455, acc:0.740, f1:0.468, mcc:0.007, total+:88, total-:262 @threshold:0.442, sens:0.494, spec:0.820, ppv:0.461, acc:0.743, f1:0.477, mcc:0.008, total+:89, total-:261 @threshold:0.424, sens:0.494, spec:0.816, ppv:0.456, acc:0.740, f1:0.474, mcc:0.007, total+:90, total-:260 @threshold:0.420, sens:0.506, spec:0.816, ppv:0.462, acc:0.743, f1:0.483, mcc:0.008, total+:91, total-:259 @threshold:0.419, sens:0.518, spec:0.813, ppv:0.462, acc:0.743, f1:0.489, mcc:0.008, total+:93, total-:257 @threshold:0.406, sens:0.530, spec:0.809, ppv:0.463, acc:0.743, f1:0.494, mcc:0.008, total+:95, total-:255 @threshold:0.397, sens:0.530, spec:0.805, ppv:0.458, acc:0.740, f1:0.492, mcc:0.007, total+:96, total-:254 @threshold:0.386, sens:0.542, spec:0.801, ppv:0.459, acc:0.740, f1:0.497, mcc:0.007, total+:98, total-:252 @threshold:0.381, sens:0.542, spec:0.798, ppv:0.455, acc:0.737, f1:0.495, mcc:0.007, total+:99, total-:251 @threshold:0.332, sens:0.554, spec:0.787, ppv:0.447, acc:0.731, f1:0.495, mcc:0.007, total+:103, total-:247 @threshold:0.320, sens:0.566, spec:0.783, ppv:0.448, acc:0.731, f1:0.500, mcc:0.007, total+:105, total-:245 @threshold:0.272, sens:0.578, spec:0.764, ppv:0.432, acc:0.720, f1:0.495, mcc:0.006, total+:111, total-:239 @threshold:0.271, sens:0.578, spec:0.760, ppv:0.429, acc:0.717, f1:0.492, mcc:0.006, total+:112, total-:238 @threshold:0.238, sens:0.590, spec:0.753, ppv:0.426, acc:0.714, f1:0.495, mcc:0.006, total+:115, total-:235 @threshold:0.237, sens:0.590, spec:0.749, ppv:0.422, acc:0.711, f1:0.492, mcc:0.006, total+:116, total-:234 @threshold:0.226, sens:0.602, spec:0.742, ppv:0.420, acc:0.709, f1:0.495, mcc:0.006, total+:119, total-:231 @threshold:0.219, sens:0.602, spec:0.738, ppv:0.417, acc:0.706, f1:0.493, mcc:0.005, total+:120, total-:230 @threshold:0.200, sens:0.614, spec:0.738, ppv:0.421, acc:0.709, f1:0.500, mcc:0.006, total+:121, total-:229 @threshold:0.197, sens:0.614, spec:0.734, ppv:0.418, acc:0.706, f1:0.498, mcc:0.006, total+:122, total-:228 @threshold:0.192, sens:0.627, spec:0.730, ppv:0.419, acc:0.706, f1:0.502, mcc:0.006, total+:124, total-:226 @threshold:0.188, sens:0.627, spec:0.727, ppv:0.416, acc:0.703, f1:0.500, mcc:0.005, total+:125, total-:225 @threshold:0.187, sens:0.639, spec:0.727, ppv:0.421, acc:0.706, f1:0.507, mcc:0.006, total+:126, total-:224 @threshold:0.178, sens:0.639, spec:0.723, ppv:0.417, acc:0.703, f1:0.505, mcc:0.005, total+:127, total-:223 @threshold:0.153, sens:0.651, spec:0.704, ppv:0.406, acc:0.691, f1:0.500, mcc:0.005, total+:133, total-:217 @threshold:0.152, sens:0.651, spec:0.700, ppv:0.403, acc:0.689, f1:0.498, mcc:0.005, total+:134, total-:216 @threshold:0.139, sens:0.663, spec:0.693, ppv:0.401, acc:0.686, f1:0.500, mcc:0.005, total+:137, total-:213 @threshold:0.130, sens:0.687, spec:0.689, ppv:0.407, acc:0.689, f1:0.511, mcc:0.005, total+:140, total-:210 @threshold:0.129, sens:0.699, spec:0.689, ppv:0.411, acc:0.691, f1:0.518, mcc:0.005, total+:141, total-:209 @threshold:0.121, sens:0.711, spec:0.685, ppv:0.413, acc:0.691, f1:0.522, mcc:0.005, total+:143, total-:207 @threshold:0.079, sens:0.723, spec:0.667, ppv:0.403, acc:0.680, f1:0.517, mcc:0.005, total+:149, total-:201 @threshold:0.071, sens:0.735, spec:0.663, ppv:0.404, acc:0.680, f1:0.521, mcc:0.005, total+:151, total-:199 @threshold:0.069, sens:0.747, spec:0.655, ppv:0.403, acc:0.677, f1:0.523, mcc:0.005, total+:154, total-:196 @threshold:0.065, sens:0.747, spec:0.652, ppv:0.400, acc:0.674, f1:0.521, mcc:0.005, total+:155, total-:195 @threshold:0.057, sens:0.759, spec:0.652, ppv:0.404, acc:0.677, f1:0.527, mcc:0.005, total+:156, total-:194 @threshold:0.053, sens:0.759, spec:0.648, ppv:0.401, acc:0.674, f1:0.525, mcc:0.005, total+:157, total-:193 @threshold:0.023, sens:0.771, spec:0.633, ppv:0.395, acc:0.666, f1:0.522, mcc:0.005, total+:162, total-:188 @threshold:0.020, sens:0.771, spec:0.629, ppv:0.393, acc:0.663, f1:0.520, mcc:0.005, total+:163, total-:187 @threshold:0.020, sens:0.783, spec:0.629, ppv:0.396, acc:0.666, f1:0.526, mcc:0.005, total+:164, total-:186 @threshold:0.018, sens:0.783, spec:0.625, ppv:0.394, acc:0.663, f1:0.524, mcc:0.005, total+:165, total-:185 @threshold:0.010, sens:0.795, spec:0.622, ppv:0.395, acc:0.663, f1:0.528, mcc:0.005, total+:167, total-:183 @threshold:0.005, sens:0.795, spec:0.618, ppv:0.393, acc:0.660, f1:0.526, mcc:0.005, total+:168, total-:182 @threshold:-0.007, sens:0.807, spec:0.607, ppv:0.390, acc:0.654, f1:0.525, mcc:0.005, total+:172, total-:178 @threshold:-0.009, sens:0.807, spec:0.603, ppv:0.387, acc:0.651, f1:0.523, mcc:0.004, total+:173, total-:177 @threshold:-0.041, sens:0.819, spec:0.577, ppv:0.376, acc:0.634, f1:0.515, mcc:0.004, total+:181, total-:169 @threshold:-0.042, sens:0.819, spec:0.573, ppv:0.374, acc:0.631, f1:0.513, mcc:0.004, total+:182, total-:168 @threshold:-0.081, sens:0.831, spec:0.539, ppv:0.359, acc:0.609, f1:0.502, mcc:0.004, total+:192, total-:158 @threshold:-0.081, sens:0.831, spec:0.536, ppv:0.358, acc:0.606, f1:0.500, mcc:0.004, total+:193, total-:157 @threshold:-0.126, sens:0.843, spec:0.502, ppv:0.345, acc:0.583, f1:0.490, mcc:0.003, total+:203, total-:147 @threshold:-0.130, sens:0.843, spec:0.498, ppv:0.343, acc:0.580, f1:0.488, mcc:0.003, total+:204, total-:146 @threshold:-0.161, sens:0.855, spec:0.483, ppv:0.340, acc:0.571, f1:0.486, mcc:0.003, total+:209, total-:141 @threshold:-0.170, sens:0.855, spec:0.479, ppv:0.338, acc:0.569, f1:0.485, mcc:0.003, total+:210, total-:140 @threshold:-0.179, sens:0.867, spec:0.479, ppv:0.341, acc:0.571, f1:0.490, mcc:0.003, total+:211, total-:139 @threshold:-0.181, sens:0.867, spec:0.476, ppv:0.340, acc:0.569, f1:0.488, mcc:0.003, total+:212, total-:138 @threshold:-0.189, sens:0.880, spec:0.468, ppv:0.340, acc:0.566, f1:0.490, mcc:0.003, total+:215, total-:135 @threshold:-0.194, sens:0.880, spec:0.464, ppv:0.338, acc:0.563, f1:0.488, mcc:0.003, total+:216, total-:134 @threshold:-0.209, sens:0.892, spec:0.446, ppv:0.333, acc:0.551, f1:0.485, mcc:0.003, total+:222, total-:128 @threshold:-0.212, sens:0.892, spec:0.442, ppv:0.332, acc:0.549, f1:0.484, mcc:0.003, total+:223, total-:127 @threshold:-0.213, sens:0.904, spec:0.442, ppv:0.335, acc:0.551, f1:0.489, mcc:0.003, total+:224, total-:126 @threshold:-0.215, sens:0.904, spec:0.438, ppv:0.333, acc:0.549, f1:0.487, mcc:0.003, total+:225, total-:125 @threshold:-0.221, sens:0.916, spec:0.434, ppv:0.335, acc:0.549, f1:0.490, mcc:0.003, total+:227, total-:123 @threshold:-0.236, sens:0.916, spec:0.431, ppv:0.333, acc:0.546, f1:0.489, mcc:0.003, total+:228, total-:122 @threshold:-0.271, sens:0.928, spec:0.412, ppv:0.329, acc:0.534, f1:0.486, mcc:0.003, total+:234, total-:116 @threshold:-0.273, sens:0.928, spec:0.408, ppv:0.328, acc:0.531, f1:0.484, mcc:0.003, total+:235, total-:115 @threshold:-0.338, sens:0.940, spec:0.348, ppv:0.310, acc:0.489, f1:0.466, mcc:0.003, total+:252, total-:98 @threshold:-0.345, sens:0.952, spec:0.345, ppv:0.311, acc:0.489, f1:0.469, mcc:0.003, total+:254, total-:96 @threshold:-0.455, sens:0.964, spec:0.206, ppv:0.274, acc:0.386, f1:0.427, mcc:0.002, total+:292, total-:58 @threshold:-0.465, sens:0.964, spec:0.202, ppv:0.273, acc:0.383, f1:0.426, mcc:0.002, total+:293, total-:57 @threshold:-0.489, sens:0.976, spec:0.176, ppv:0.269, acc:0.366, f1:0.422, mcc:0.002, total+:301, total-:49 @threshold:-0.489, sens:0.976, spec:0.172, ppv:0.268, acc:0.363, f1:0.421, mcc:0.002, total+:302, total-:48 @threshold:-0.611, sens:0.988, spec:0.045, ppv:0.243, acc:0.269, f1:0.390, mcc:0.001, total+:337, total-:13 @threshold:-0.615, sens:0.988, spec:0.041, ppv:0.243, acc:0.266, f1:0.390, mcc:0.001, total+:338, total-:12 @threshold:-0.706, sens:1.000, spec:0.004, ppv:0.238, acc:0.240, f1:0.384, mcc:0.002, total+:349, total-:1 * Vital: BMI-latest | coef 0.073 95% CI: [0.063 , 0.083] | OR_adj 1.076 [1.065 1.087] | occ: 1672 | OR_unadj: 4.483 [3.496 5.747] | indivs AUC:0.731 Correlated most with: Diagnosis:9ccs95:Oth nerv dx:-0.085 Diagnosis:9ccs128:Asthma:0.083 Diagnosis:9ccs138:Esophgeal dx:-0.071 Diagnosis:9ccs243:Poisn nonmed:0.063 Diagnosis:9ccs86:Cataract:-0.059 Newborn Diagnosis:9ccs166:Oth male gen:-0.058 Newborn Diagnosis:9ccs191:Amnios dx:0.056 Diagnosis:9ccs214:GI cong anom:-0.054 Diagnosis:9ccs133:Oth low resp:0.053 MatDeliveryAge:-0.053 * Vital: BMI-gain0to24 | coef 0.045 95% CI: [0.035 , 0.056] | OR_adj 1.046 [1.036 1.057] | occ: 1391 | OR_unadj: 4.247 [3.349 5.386] | indivs AUC:0.749 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.109 Diagnosis:9ccs58:Ot nutrit dx:0.096 Newborn Diagnosis:9ccs47:Ot bnign neo:0.094 Diagnosis:9ccs106:Dysrhythmia:0.087 Diagnosis:9ccs128:Asthma:0.085 Diagnosis:9ccs235:Opn wnd head:0.082 Diagnosis:9ccs95:Oth nerv dx:-0.075 Diagnosis:9ccs246:FUO:0.071 Diagnosis:9ccs243:Poisn nonmed:0.071 Diagnosis:9ccs86:Cataract:-0.066 * Vital: Wt for Length ZScore-avg19to24 | coef 0.044 95% CI: [0.035 , 0.052] | OR_adj 1.045 [1.036 1.054] | occ: 1392 | OR_unadj: 4.002 [3.155 5.076] | indivs AUC:0.774 Correlated most with: Diagnosis:9ccs128:Asthma:0.079 Diagnosis:9ccs86:Cataract:-0.079 Diagnosis:9ccs235:Opn wnd head:0.074 Diagnosis:9ccs246:FUO:0.066 Diagnosis:9ccs138:Esophgeal dx:-0.065 Diagnosis:9ccs214:GI cong anom:-0.064 Diagnosis:9ccs243:Poisn nonmed:0.064 Diagnosis:9ccs58:Ot nutrit dx:0.062 Diagnosis:9ccs95:Oth nerv dx:-0.061 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.054 * Vital: Wt for Len Percentile-gain0to24 | coef 0.037 95% CI: [0.029 , 0.045] | OR_adj 1.038 [1.029 1.046] | occ: 1392 | OR_unadj: 3.861 [3.032 4.917] | indivs AUC:0.753 Correlated most with: Diagnosis:9ccs128:Asthma:0.080 Diagnosis:9ccs243:Poisn nonmed:0.068 Diagnosis:9ccs95:Oth nerv dx:-0.066 Diagnosis:9ccs214:GI cong anom:-0.066 Diagnosis:9ccs246:FUO:0.062 Diagnosis:9ccs86:Cataract:-0.062 Diagnosis:9ccs133:Oth low resp:0.061 Diagnosis:9ccs138:Esophgeal dx:-0.060 MatDeliveryAge:-0.060 Diagnosis:9ccs209:Ot acq defor:0.052 * Vital: Wt for Length ZScore-gain0to24 | coef 0.032 95% CI: [0.027 , 0.037] | OR_adj 1.033 [1.027 1.038] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.761 Correlated most with: Diagnosis:9ccs128:Asthma:0.102 Diagnosis:9ccs95:Oth nerv dx:-0.083 Number of Visits:0.073 Diagnosis:9ccs86:Cataract:-0.071 Diagnosis:9ccs138:Esophgeal dx:-0.071 Diagnosis:9ccs133:Oth low resp:0.067 Diagnosis:9ccs92:Otitis media:0.064 Diagnosis:9ccs122:Pneumonia:0.061 Newborn Diagnosis:9ccs166:Oth male gen:-0.056 Diagnosis:9ccs125:Bronchitis:0.055 * Vital: Wt for Length ZScore-latest | coef 0.032 95% CI: [0.027 , 0.037] | OR_adj 1.032 [1.027 1.038] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.761 Correlated most with: Diagnosis:9ccs128:Asthma:0.102 Diagnosis:9ccs95:Oth nerv dx:-0.083 Number of Visits:0.073 Diagnosis:9ccs86:Cataract:-0.071 Diagnosis:9ccs138:Esophgeal dx:-0.071 Diagnosis:9ccs133:Oth low resp:0.067 Diagnosis:9ccs92:Otitis media:0.064 Diagnosis:9ccs122:Pneumonia:0.061 Newborn Diagnosis:9ccs166:Oth male gen:-0.056 Diagnosis:9ccs125:Bronchitis:0.055 * Vital: Wt-latest | coef 0.030 95% CI: [0.023 , 0.036] | OR_adj 1.030 [1.024 1.037] | occ: 1677 | OR_unadj: 4.020 [3.127 5.168] | indivs AUC:0.703 Correlated most with: Number of Visits:0.362 Diagnosis:9ccs126:Ot up rsp in:0.282 Diagnosis:9ccs92:Otitis media:0.237 Diagnosis:9ccs10:Immuniz/scrn:0.219 Diagnosis:9ccs128:Asthma:0.149 Diagnosis:9ccs257:Ot aftercare:0.137 Diagnosis:9ccs7:Viral infect:0.137 Diagnosis:9ccs125:Bronchitis:0.134 Diagnosis:9ccs135:Intest infct:0.133 Diagnosis:9ccs122:Pneumonia:0.116 * Vital: BMI-avg19to24 | coef 0.029 95% CI: [0.023 , 0.034] | OR_adj 1.029 [1.023 1.035] | occ: 1397 | OR_unadj: 4.344 [3.423 5.512] | indivs AUC:0.762 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.105 Diagnosis:9ccs58:Ot nutrit dx:0.094 Newborn Diagnosis:9ccs47:Ot bnign neo:0.094 Diagnosis:9ccs128:Asthma:0.084 Diagnosis:9ccs235:Opn wnd head:0.082 Diagnosis:9ccs106:Dysrhythmia:0.081 Diagnosis:9ccs95:Oth nerv dx:-0.073 Diagnosis:9ccs243:Poisn nonmed:0.072 Diagnosis:9ccs246:FUO:0.071 Diagnosis:9ccs86:Cataract:-0.065 * Vital: Wt for Len Percentile-latest | coef 0.026 95% CI: [0.021 , 0.032] | OR_adj 1.027 [1.021 1.033] | occ: 1601 | OR_unadj: 4.255 [3.294 5.497] | indivs AUC:0.751 Correlated most with: Diagnosis:9ccs128:Asthma:0.102 Diagnosis:9ccs95:Oth nerv dx:-0.074 Diagnosis:9ccs138:Esophgeal dx:-0.073 MatDeliveryAge:-0.064 Diagnosis:9ccs214:GI cong anom:-0.064 Diagnosis:9ccs133:Oth low resp:0.061 Diagnosis:9ccs243:Poisn nonmed:0.061 Diagnosis:9ccs122:Pneumonia:0.060 Diagnosis:9ccs246:FUO:0.058 Diagnosis:9ccs92:Otitis media:0.057 * Vital: Wt for Len Percentile-avg19to24 | coef 0.024 95% CI: [0.018 , 0.029] | OR_adj 1.024 [1.018 1.030] | occ: 1398 | OR_unadj: 3.884 [3.049 4.948] | indivs AUC:0.767 Correlated most with: Diagnosis:9ccs128:Asthma:0.082 Diagnosis:9ccs243:Poisn nonmed:0.069 Diagnosis:9ccs214:GI cong anom:-0.066 Diagnosis:9ccs95:Oth nerv dx:-0.064 Diagnosis:9ccs246:FUO:0.062 Diagnosis:9ccs86:Cataract:-0.061 Diagnosis:9ccs138:Esophgeal dx:-0.061 Diagnosis:9ccs133:Oth low resp:0.060 MatDeliveryAge:-0.054 Newborn Diagnosis:9ccs191:Amnios dx:0.053 * Vital: Wt-avg19to24 | coef 0.020 95% CI: [0.017 , 0.024] | OR_adj 1.021 [1.017 1.024] | occ: 1417 | OR_unadj: 4.067 [3.209 5.154] | indivs AUC:0.749 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.086 Diagnosis:9ccs128:Asthma:0.083 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.083 Diagnosis:9ccs120:Hemmorhoids:0.083 Newborn Diagnosis:9ccs219:Low birth wt:-0.079 Newborn Diagnosis:9ccs47:Ot bnign neo:0.072 Diagnosis:9ccs86:Cataract:-0.065 Diagnosis:9ccs136:Teeth dx:-0.063 Diagnosis:9ccs58:Ot nutrit dx:0.063 Diagnosis:9ccs147:Anal/rectal:0.063 * Vital: Wt Percentile-latest | coef 0.017 95% CI: [0.013 , 0.022] | OR_adj 1.018 [1.013 1.022] | occ: 1034 | OR_unadj: 2.653 [2.104 3.345] | indivs AUC:0.695 Correlated most with: Diagnosis:9ccs128:Asthma:0.091 Diagnosis:9ccs136:Teeth dx:-0.070 Diagnosis:9ccs154:Gastroent:-0.068 Diagnosis:9ccs238:Complic proc:-0.067 Newborn Diagnosis:9ccs253:Allergy:-0.065 Lab:306854 PLATELET COUNT - Sunrise:-0.062 Diagnosis:9ccs145:Int obstruct:-0.061 Diagnosis:9ccs59:Anemia:-0.057 Newborn Diagnosis:9ccs191:Amnios dx:0.057 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.057 * Vital: Wt-gain0to24 | coef 0.017 95% CI: [0.013 , 0.021] | OR_adj 1.017 [1.013 1.021] | occ: 1411 | OR_unadj: 3.949 [3.118 5.001] | indivs AUC:0.735 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.090 Diagnosis:9ccs128:Asthma:0.084 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.084 Diagnosis:9ccs120:Hemmorhoids:0.084 Newborn Diagnosis:9ccs219:Low birth wt:-0.075 Newborn Diagnosis:9ccs47:Ot bnign neo:0.072 Diagnosis:9ccs106:Dysrhythmia:0.071 Diagnosis:9ccs86:Cataract:-0.065 Diagnosis:9ccs136:Teeth dx:-0.065 Diagnosis:9ccs147:Anal/rectal:0.063 * Vital: BMI-avg16to19 | coef 0.017 95% CI: [0.013 , 0.020] | OR_adj 1.017 [1.014 1.021] | occ: 1293 | OR_unadj: 3.189 [2.527 4.025] | indivs AUC:0.723 Correlated most with: Diagnosis:9ccs214:GI cong anom:-0.074 Newborn Diagnosis:9ccs191:Amnios dx:0.066 Diagnosis:9ccs143:Abdom hernia:0.062 Diagnosis:9ccs235:Opn wnd head:0.058 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.058 Diagnosis:9ccs56:Cystic fibro:-0.057 MatDeliveryAge:-0.057 Diagnosis:9ccs86:Cataract:-0.056 Lab:294199 BILIRUBIN SCAN - LMC:-0.054 Diagnosis:9ccs246:FUO:0.053 MatDeliveryAge | coef 0.017 95% CI: [0.014 , 0.019] | OR_adj 1.017 [1.014 1.020] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.529 Correlated most with: MatDeliveryAge:1.000 Newborn Diagnosis:9ccs259:Unclassified:0.132 Number of Visits:0.107 Diagnosis:9ccs239:Superfic inj:0.080 Diagnosis:9ccs86:Cataract:0.072 Diagnosis:9ccs70:Schizo/rl dx:0.068 Diagnosis:9ccs115:Aneurysm:0.068 Diagnosis:9ccs123:Influenza:0.062 Diagnosis:9ccs74:Ot mentl cnd:0.062 Diagnosis:9ccs90:Eye infectn:0.059 * Vital: Wt for Length ZScore-avg16to19 | coef 0.015 95% CI: [0.012 , 0.018] | OR_adj 1.015 [1.012 1.018] | occ: 1292 | OR_unadj: 3.143 [2.490 3.966] | indivs AUC:0.718 Correlated most with: Diagnosis:9ccs214:GI cong anom:-0.072 MatDeliveryAge:-0.071 Diagnosis:9ccs86:Cataract:-0.069 Diagnosis:9ccs143:Abdom hernia:0.064 Newborn Diagnosis:9ccs191:Amnios dx:0.062 Newborn Diagnosis:9ccs133:Oth low resp:-0.058 Diagnosis:9ccs95:Oth nerv dx:-0.056 Diagnosis:9ccs246:FUO:0.056 Diagnosis:9ccs138:Esophgeal dx:-0.055 Diagnosis:9ccs128:Asthma:0.055 Number of Visits | coef 0.013 95% CI: [0.011 , 0.015] | OR_adj 1.013 [1.011 1.016] | occ: 1696 | OR_unadj: 0.956 [0.759 1.205] | indivs AUC:0.444 Correlated most with: Number of Visits:1.000 Diagnosis:9ccs126:Ot up rsp in:0.440 Diagnosis:9ccs7:Viral infect:0.408 Diagnosis:9ccs92:Otitis media:0.404 Diagnosis:9ccs257:Ot aftercare:0.371 Diagnosis:9ccs155:Other GI dx:0.323 Diagnosis:9ccs133:Oth low resp:0.321 Diagnosis:9ccs128:Asthma:0.320 Diagnosis:9ccs253:Allergy:0.299 Diagnosis:9ccs135:Intest infct:0.295 * Vital: Wt-avg16to19 | coef 0.012 95% CI: [0.009 , 0.016] | OR_adj 1.012 [1.009 1.016] | occ: 1323 | OR_unadj: 3.040 [2.410 3.836] | indivs AUC:0.708 Correlated most with: Diagnosis:9ccs143:Abdom hernia:0.077 Newborn Diagnosis:9ccs219:Low birth wt:-0.074 Diagnosis:9ccs120:Hemmorhoids:0.070 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.070 Diagnosis:9ccs147:Anal/rectal:0.069 Diagnosis:9ccs208:Acq foot def:0.064 Diagnosis:9ccs95:Oth nerv dx:-0.064 Diagnosis:9ccs86:Cataract:-0.063 Diagnosis:9ccs128:Asthma:0.060 Diagnosis:9ccs138:Esophgeal dx:-0.058 * Vital: Wt for Len Percentile-avg16to19 | coef 0.012 95% CI: [0.008 , 0.015] | OR_adj 1.012 [1.008 1.015] | occ: 1294 | OR_unadj: 3.224 [2.551 4.073] | indivs AUC:0.735 Correlated most with: MatDeliveryAge:-0.089 Diagnosis:9ccs214:GI cong anom:-0.076 Diagnosis:9ccs128:Asthma:0.059 Diagnosis:9ccs86:Cataract:-0.059 Newborn Diagnosis:9ccs215:gu cong anom:0.056 Diagnosis:9ccs253:Allergy:0.056 Diagnosis:9ccs129:Asp pneumon:-0.052 Diagnosis:9ccs138:Esophgeal dx:-0.052 Lab:294495 LEAD, BLOOD - LMC:0.050 Lab:294199 BILIRUBIN SCAN - LMC:-0.050 * Vital: Wt-avg0to1 | coef 0.009 95% CI: [0.007 , 0.012] | OR_adj 1.009 [1.007 1.012] | occ: 1356 | OR_unadj: 1.489 [1.184 1.873] | indivs AUC:0.573 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.352 Diagnosis:9ccs219:Low birth wt:-0.282 Lab:297262 HEMOGLOBIN (HEMOCUE):0.131 Newborn Diagnosis:9ccs221:Resp distres:-0.123 Newborn Diagnosis:9ccs222:Perint jaund:-0.114 Newborn Diagnosis:9ccs253:Allergy:-0.105 Newborn Diagnosis:9ccs256:Exam/eval:-0.095 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.095 Diagnosis:9ccs198:Ot infl skin:0.075 Diagnosis:9ccs216:Nerv cong an:-0.073 * Vital: BMI Percentile-avg19to24 | coef 0.009 95% CI: [0.005 , 0.013] | OR_adj 1.009 [1.005 1.013] | occ: 275 | OR_unadj: 2.882 [2.032 4.086] | indivs AUC:0.597 Correlated most with: Diagnosis:9ccs214:GI cong anom:-0.106 Newborn Diagnosis:9ccs253:Allergy:-0.086 Diagnosis:9ccs72:Anxiety dx:-0.081 Diagnosis:9ccs48:Thyroid dsor:-0.077 Diagnosis:9ccs230:Fx leg:-0.076 Diagnosis:9ccs58:Ot nutrit dx:0.074 Newborn Diagnosis:9ccs216:Nerv cong an:-0.074 Diagnosis:9ccs245:Syncope:-0.073 Newborn Diagnosis:9ccs252:Fatigue:0.070 Newborn Diagnosis:9ccs47:Ot bnign neo:0.069 * Vital: Wt for Length Zscore-avg10to13 | coef 0.008 95% CI: [0.006 , 0.011] | OR_adj 1.008 [1.006 1.011] | occ: 1403 | OR_unadj: 2.480 [1.970 3.122] | indivs AUC:0.670 Correlated most with: Diagnosis:9ccs128:Asthma:0.092 Newborn Diagnosis:9ccs191:Amnios dx:0.089 MatDeliveryAge:-0.078 Diagnosis:9ccs95:Oth nerv dx:-0.075 Diagnosis:9ccs138:Esophgeal dx:-0.067 Newborn Diagnosis:9ccs47:Ot bnign neo:0.064 Diagnosis:9ccs143:Abdom hernia:0.064 Diagnosis:9ccs129:Asp pneumon:-0.059 Diagnosis:9ccs155:Other GI dx:-0.059 Diagnosis:9ccs55:Fluid/elc dx:-0.058 * Vital: Wt for Length ZScore-avg13to16 | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 1285 | OR_unadj: 2.287 [1.818 2.877] | indivs AUC:0.673 Correlated most with: Diagnosis:9ccs143:Abdom hernia:0.081 Diagnosis:9ccs214:GI cong anom:-0.076 Diagnosis:9ccs128:Asthma:0.069 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.069 Diagnosis:9ccs86:Cataract:-0.068 Diagnosis:9ccs136:Teeth dx:-0.066 Diagnosis:9ccs95:Oth nerv dx:-0.065 MatDeliveryAge:-0.064 Diagnosis:9ccs147:Anal/rectal:0.063 Diagnosis:9ccs138:Esophgeal dx:-0.062 * Vital: BMI-avg10to13 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 1400 | OR_unadj: 2.301 [1.830 2.895] | indivs AUC:0.648 Correlated most with: Diagnosis:9ccs128:Asthma:0.101 Newborn Diagnosis:9ccs191:Amnios dx:0.094 Diagnosis:9ccs246:FUO:-0.079 MatDeliveryAge:-0.077 Diagnosis:9ccs95:Oth nerv dx:-0.071 Newborn Diagnosis:9ccs47:Ot bnign neo:0.069 Diagnosis:9ccs143:Abdom hernia:0.068 Newborn Diagnosis:9ccs223:Birth trauma:-0.060 Diagnosis:9ccs138:Esophgeal dx:-0.058 Newborn Diagnosis:9ccs95:Oth nerv dx:0.055 * Vital: Wt-avg1to3 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 1388 | OR_unadj: 1.947 [1.549 2.448] | indivs AUC:0.580 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.301 Diagnosis:9ccs219:Low birth wt:-0.233 Newborn Diagnosis:9ccs221:Resp distres:-0.122 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117 Newborn Diagnosis:9ccs222:Perint jaund:-0.116 Newborn Diagnosis:9ccs253:Allergy:-0.104 Lab:297262 HEMOGLOBIN (HEMOCUE):0.103 Diagnosis:9ccs138:Esophgeal dx:-0.093 Newborn Diagnosis:9ccs256:Exam/eval:-0.078 Diagnosis:9ccs159:UTI:0.071 * Vital: BMI-avg13to16 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 1283 | OR_unadj: 2.266 [1.799 2.852] | indivs AUC:0.652 Correlated most with: Diagnosis:9ccs143:Abdom hernia:0.075 MatDeliveryAge:-0.071 Diagnosis:9ccs128:Asthma:0.069 Diagnosis:9ccs214:GI cong anom:-0.067 Diagnosis:9ccs95:Oth nerv dx:-0.067 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.062 Diagnosis:9ccs138:Esophgeal dx:-0.060 Diagnosis:9ccs147:Anal/rectal:0.060 Diagnosis:9ccs86:Cataract:-0.058 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.058 * Vital: Wt-avg10to13 | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1417 | OR_unadj: 2.797 [2.219 3.525] | indivs AUC:0.670 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.091 Diagnosis:9ccs128:Asthma:0.084 Diagnosis:9ccs143:Abdom hernia:0.075 Diagnosis:9ccs138:Esophgeal dx:-0.066 Newborn Diagnosis:9ccs219:Low birth wt:-0.063 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.060 Diagnosis:9ccs120:Hemmorhoids:0.060 Diagnosis:9ccs219:Low birth wt:-0.060 Newborn Diagnosis:9ccs47:Ot bnign neo:0.059 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.058 * Vital: BMI Percentile-latest | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.003 1.009] | occ: 247 | OR_unadj: 2.918 [2.034 4.185] | indivs AUC:0.572 Correlated most with: Diagnosis:9ccs214:GI cong anom:-0.105 Newborn Diagnosis:9ccs253:Allergy:-0.093 Diagnosis:9ccs72:Anxiety dx:-0.087 Diagnosis:9ccs48:Thyroid dsor:-0.084 Diagnosis:9ccs230:Fx leg:-0.082 Diagnosis:9ccs245:Syncope:-0.078 Diagnosis:9ccs58:Ot nutrit dx:0.073 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.073 Newborn Diagnosis:9ccs252:Fatigue:0.072 Newborn Diagnosis:9ccs47:Ot bnign neo:0.071 * Vital: Wt-gain13to19 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1448 | OR_unadj: 1.720 [1.369 2.161] | indivs AUC:0.588 Correlated most with: Diagnosis:9ccs130:Pleurisy:0.076 Diagnosis:9ccs243:Poisn nonmed:0.065 Diagnosis:9ccs230:Fx leg:0.057 Diagnosis:9ccs259:Unclassified:0.051 Diagnosis:9ccs223:Birth trauma:-0.051 Diagnosis:9ccs235:Opn wnd head:0.049 Diagnosis:9ccs5:HIV infectn:-0.049 Diagnosis:9ccs98:HTN:0.049 Newborn Diagnosis:9ccs239:Superfic inj:-0.047 Newborn Diagnosis:9ccs104:Oth heart dx:-0.047 * Vital: Wt for Len Percentile-avg10to13 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1404 | OR_unadj: 2.684 [2.131 3.381] | indivs AUC:0.669 Correlated most with: Diagnosis:9ccs128:Asthma:0.105 MatDeliveryAge:-0.077 Newborn Diagnosis:9ccs191:Amnios dx:0.074 Diagnosis:9ccs95:Oth nerv dx:-0.071 Diagnosis:9ccs143:Abdom hernia:0.069 Newborn Diagnosis:9ccs223:Birth trauma:-0.063 Diagnosis:9ccs125:Bronchitis:0.056 Diagnosis:9ccs136:Teeth dx:-0.055 Diagnosis:9ccs138:Esophgeal dx:-0.055 Newborn Diagnosis:9ccs47:Ot bnign neo:0.052 * Vital: BMI-avg7to10 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1342 | OR_unadj: 2.069 [1.645 2.602] | indivs AUC:0.677 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.104 Diagnosis:9ccs128:Asthma:0.087 Diagnosis:9ccs72:Anxiety dx:0.085 Diagnosis:9ccs125:Bronchitis:0.084 Newborn Diagnosis:9ccs47:Ot bnign neo:0.075 Diagnosis:9ccs95:Oth nerv dx:-0.073 Diagnosis:9ccs143:Abdom hernia:0.068 Diagnosis:9ccs167:Breast dx:0.067 MatDeliveryAge:-0.062 Newborn Diagnosis:9ccs223:Birth trauma:-0.059 Vital: Temp-avg1to3 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1377 | OR_unadj: 1.065 [0.826 1.373] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs257:Ot aftercare:-0.106 Diagnosis:9ccs7:Viral infect:-0.100 Diagnosis:9ccs134:Ot uppr resp:0.086 Diagnosis:9ccs10:Immuniz/scrn:-0.086 Newborn Diagnosis:9ccs252:Fatigue:-0.079 Diagnosis:9ccs254:Rehab:0.069 Diagnosis:9ccs124:Tonsillitis:0.067 Newborn Diagnosis:9ccs223:Birth trauma:0.065 Diagnosis:9ccs255:Social admin:-0.064 Diagnosis:9ccs200:Oth skin dx:-0.061 Vital: Temp-latest | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1676 | OR_unadj: 1.157 [0.921 1.453] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:0.083 Diagnosis:9ccs124:Tonsillitis:0.081 Diagnosis:9ccs154:Gastroent:-0.079 Lab:323854 CULTURE FECES - Sunrise:-0.075 Lab:306854 PLATELET COUNT - Sunrise:0.074 Diagnosis:9ccs238:Complic proc:0.069 Diagnosis:9ccs92:Otitis media:0.064 Diagnosis:9ccs126:Ot up rsp in:0.062 Diagnosis:9ccs151:Oth liver dx:-0.062 Diagnosis:9ccs239:Superfic inj:-0.059 * Vital: BMI-avg1to3 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1370 | OR_unadj: 1.693 [1.347 2.129] | indivs AUC:0.604 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.155 Diagnosis:9ccs219:Low birth wt:-0.133 Diagnosis:9ccs64:Ot hematl dx:0.098 Diagnosis:9ccs138:Esophgeal dx:-0.091 Newborn Diagnosis:9ccs222:Perint jaund:-0.073 Newborn Diagnosis:9ccs166:Oth male gen:0.062 Diagnosis:9ccs159:UTI:0.062 Lab:297262 HEMOGLOBIN (HEMOCUE):0.060 Number of Visits:-0.060 Diagnosis:9ccs141:Ot dx stomch:-0.059 * Vital: Wt-avg5to7 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1369 | OR_unadj: 2.216 [1.761 2.787] | indivs AUC:0.613 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.110 Diagnosis:9ccs138:Esophgeal dx:-0.100 Diagnosis:9ccs219:Low birth wt:-0.090 Diagnosis:9ccs95:Oth nerv dx:-0.084 Diagnosis:9ccs128:Asthma:0.080 Newborn Diagnosis:9ccs221:Resp distres:-0.071 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.070 Diagnosis:9ccs92:Otitis media:0.066 Diagnosis:9ccs204:Ot joint dx:0.057 Newborn Diagnosis:9ccs222:Perint jaund:-0.056 * Vital: Wt Percentile-gain0to24 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 914 | OR_unadj: 2.491 [1.969 3.150] | indivs AUC:0.673 Correlated most with: Diagnosis:9ccs136:Teeth dx:-0.092 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.078 Diagnosis:9ccs128:Asthma:0.073 Diagnosis:9ccs9:Sexual Infxs:-0.063 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.062 Diagnosis:9ccs59:Anemia:-0.058 Newborn Diagnosis:9ccs253:Allergy:-0.057 MatDeliveryAge:-0.055 Newborn Diagnosis:9ccs134:Ot uppr resp:-0.055 Diagnosis:9ccs253:Allergy:0.053 * Vital: Wt for Length ZScore-avg7to10 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1346 | OR_unadj: 2.147 [1.708 2.700] | indivs AUC:0.675 Correlated most with: Diagnosis:9ccs128:Asthma:0.096 Diagnosis:9ccs95:Oth nerv dx:-0.088 Newborn Diagnosis:9ccs191:Amnios dx:0.084 Diagnosis:9ccs125:Bronchitis:0.080 MatDeliveryAge:-0.069 Diagnosis:9ccs143:Abdom hernia:0.058 Diagnosis:9ccs138:Esophgeal dx:-0.056 Newborn Diagnosis:9ccs47:Ot bnign neo:0.055 Diagnosis:9ccs167:Breast dx:0.054 Diagnosis:9ccs129:Asp pneumon:-0.053 * Vital: BMI-avg0to1 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1349 | OR_unadj: 1.526 [1.213 1.918] | indivs AUC:0.584 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.268 Diagnosis:9ccs219:Low birth wt:-0.212 Newborn Diagnosis:9ccs221:Resp distres:-0.094 Newborn Diagnosis:9ccs222:Perint jaund:-0.092 Lab:297262 HEMOGLOBIN (HEMOCUE):0.090 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.077 Newborn Diagnosis:9ccs256:Exam/eval:-0.072 Diagnosis:9ccs216:Nerv cong an:-0.071 Diagnosis:9ccs198:Ot infl skin:0.069 Newborn Diagnosis:9ccs252:Fatigue:0.061 Vital: Wt-gain10to16 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1466 | OR_unadj: 0.865 [0.679 1.104] | indivs AUC:0.519 Correlated most with: Diagnosis:9ccs92:Otitis media:0.070 Number of Visits:0.068 Lab:292495 LEAD LEVEL - Sunrise:0.067 Diagnosis:9ccs214:GI cong anom:0.064 Diagnosis:9ccs230:Fx leg:-0.063 Newborn Diagnosis:9ccs162:Ot dx bladdr:-0.062 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.061 Diagnosis:9ccs243:Poisn nonmed:-0.060 Lab:294199 BILIRUBIN SCAN - LMC:-0.060 Diagnosis:9ccs98:HTN:-0.056 * Vital: Wt-avg13to16 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1316 | OR_unadj: 2.403 [1.908 3.025] | indivs AUC:0.668 Correlated most with: Diagnosis:9ccs136:Teeth dx:-0.078 Diagnosis:9ccs143:Abdom hernia:0.077 Diagnosis:9ccs147:Anal/rectal:0.077 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.071 Newborn Diagnosis:9ccs191:Amnios dx:0.070 Diagnosis:9ccs128:Asthma:0.064 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.062 Diagnosis:9ccs120:Hemmorhoids:0.062 Diagnosis:9ccs106:Dysrhythmia:0.061 Diagnosis:9ccs138:Esophgeal dx:-0.060 Vital: Wt-gain1to5 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1472 | OR_unadj: 0.993 [0.790 1.247] | indivs AUC:0.522 Correlated most with: Number of Visits:0.182 Diagnosis:9ccs126:Ot up rsp in:0.129 Diagnosis:9ccs257:Ot aftercare:0.090 Lab:297275 STREP RAPID TEST (POCT):-0.085 Newborn Diagnosis:9ccs62:Coag/hemr dx:-0.066 Diagnosis:9ccs212:Ot bone dx:-0.063 Diagnosis:9ccs92:Otitis media:0.061 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.061 Diagnosis:9ccs86:Cataract:-0.060 Diagnosis:9ccs104:Oth heart dx:-0.059 * Vital: Wt for Length ZScore-gain3to7 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1470 | OR_unadj: 1.423 [1.134 1.786] | indivs AUC:0.554 Correlated most with: Number of Visits:0.099 Diagnosis:9ccs125:Bronchitis:0.068 Diagnosis:9ccs258:Other screen:0.060 Diagnosis:9ccs94:Other ear dx:0.054 Newborn Diagnosis:9ccs94:Other ear dx:0.053 Diagnosis:9ccs251:Abdomnl pain:0.052 Diagnosis:9ccs254:Rehab:-0.052 Diagnosis:9ccs126:Ot up rsp in:0.052 MatDeliveryAge:-0.051 Diagnosis:9ccs61:Sickle cell:-0.049 * Vital: Wt Percentile-avg16to19 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 746 | OR_unadj: 2.004 [1.568 2.561] | indivs AUC:0.605 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:-0.084 Diagnosis:9ccs136:Teeth dx:-0.076 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.074 Diagnosis:9ccs9:Sexual Infxs:-0.071 Diagnosis:9ccs214:GI cong anom:-0.070 Diagnosis:9ccs143:Abdom hernia:0.067 Newborn Diagnosis:9ccs253:Allergy:-0.064 Diagnosis:9ccs56:Cystic fibro:-0.063 Diagnosis:9ccs129:Asp pneumon:-0.062 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.061 * Vital: Wt for Length ZScore-avg1to3 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1377 | OR_unadj: 1.349 [1.074 1.693] | indivs AUC:0.564 Correlated most with: Number of Visits:-0.081 Diagnosis:9ccs138:Esophgeal dx:-0.081 Diagnosis:9ccs129:Asp pneumon:-0.077 Diagnosis:9ccs154:Gastroent:-0.065 Diagnosis:9ccs64:Ot hematl dx:0.064 Diagnosis:9ccs2:Septicemia:-0.064 Diagnosis:9ccs223:Birth trauma:-0.064 Diagnosis:9ccs47:Ot bnign neo:0.063 Diagnosis:9ccs2620:E Codes: Unspecified:-0.060 Newborn Diagnosis:9ccs47:Ot bnign neo:0.059 * Vital: Ht-gain1to5 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1460 | OR_unadj: 0.762 [0.607 0.957] | indivs AUC:0.454 Correlated most with: Number of Visits:0.145 Diagnosis:9ccs126:Ot up rsp in:0.115 Lab:297275 STREP RAPID TEST (POCT):-0.080 Diagnosis:9ccs257:Ot aftercare:0.071 Newborn Diagnosis:9ccs62:Coag/hemr dx:-0.063 Diagnosis:9ccs86:Cataract:-0.060 Diagnosis:9ccs104:Oth heart dx:-0.059 Diagnosis:9ccs135:Intest infct:0.054 Diagnosis:9ccs212:Ot bone dx:-0.053 Diagnosis:9ccs96:Hrt valve dx:0.053 Vital: Temp-avg19to24 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1411 | OR_unadj: 1.141 [0.859 1.515] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs113:Late eff CVD:-0.094 Diagnosis:9ccs239:Superfic inj:-0.084 Diagnosis:9ccs10:Immuniz/scrn:-0.083 Diagnosis:9ccs217:Ot cong anom:-0.075 Diagnosis:9ccs58:Ot nutrit dx:-0.073 Diagnosis:9ccs255:Social admin:-0.071 Diagnosis:9ccs257:Ot aftercare:-0.054 Diagnosis:9ccs243:Poisn nonmed:-0.048 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.046 Diagnosis:9ccs74:Ot mentl cnd:-0.045 Vital: Temp-avg13to16 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1321 | OR_unadj: 1.104 [0.599 2.033] | indivs AUC:0.549 Correlated most with: Newborn Diagnosis:9ccs95:Oth nerv dx:-0.267 Number of Visits:-0.231 Diagnosis:9ccs255:Social admin:-0.178 Diagnosis:9ccs126:Ot up rsp in:-0.170 Diagnosis:9ccs10:Immuniz/scrn:-0.169 Diagnosis:9ccs257:Ot aftercare:-0.159 Diagnosis:9ccs7:Viral infect:-0.159 Diagnosis:9ccs90:Eye infectn:-0.129 Diagnosis:9ccs95:Oth nerv dx:-0.124 Diagnosis:9ccs244:Other injury:-0.119 * Vital: Wt-gain0to3 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1425 | OR_unadj: 1.462 [1.162 1.839] | indivs AUC:0.534 Correlated most with: Diagnosis:9ccs216:Nerv cong an:-0.067 Diagnosis:9ccs8:Oth infectns:0.064 Diagnosis:9ccs2:Septicemia:0.062 Diagnosis:9ccs44:Neoplsm unsp:0.060 Diagnosis:9ccs159:UTI:0.057 Newborn Diagnosis:9ccs106:Dysrhythmia:0.056 Diagnosis:9ccs86:Cataract:0.055 Diagnosis:9ccs74:Ot mentl cnd:-0.053 Diagnosis:9ccs140:Gastritis:0.049 Diagnosis:9ccs234:Crush injury:0.049 Vital: Temp-avg10to13 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1421 | OR_unadj: 1.209 [0.963 1.519] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs92:Otitis media:0.139 Diagnosis:9ccs126:Ot up rsp in:0.109 Number of Visits:0.096 Diagnosis:9ccs154:Gastroent:-0.081 Newborn Diagnosis:9ccs223:Birth trauma:0.067 Diagnosis:9ccs124:Tonsillitis:0.064 Diagnosis:9ccs4:Mycoses:0.062 Diagnosis:9ccs232:Sprain:-0.061 Diagnosis:9ccs59:Anemia:-0.060 Diagnosis:9ccs134:Ot uppr resp:0.059 * Vital: Wt-avg7to10 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1374 | OR_unadj: 2.112 [1.680 2.657] | indivs AUC:0.618 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.089 Diagnosis:9ccs128:Asthma:0.073 Newborn Diagnosis:9ccs191:Amnios dx:0.072 Diagnosis:9ccs138:Esophgeal dx:-0.071 Diagnosis:9ccs95:Oth nerv dx:-0.069 Diagnosis:9ccs219:Low birth wt:-0.067 Diagnosis:9ccs137:Mouth dx:-0.066 Diagnosis:9ccs162:Ot dx bladdr:0.059 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.059 Diagnosis:9ccs155:Other GI dx:-0.057 Vital: Temp-avg7to10 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1385 | OR_unadj: 1.015 [0.714 1.445] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.219 Diagnosis:9ccs255:Social admin:-0.172 Diagnosis:9ccs257:Ot aftercare:-0.140 Diagnosis:9ccs7:Viral infect:-0.138 Diagnosis:9ccs126:Ot up rsp in:-0.136 Diagnosis:9ccs125:Bronchitis:-0.086 Number of Visits:-0.081 Newborn Diagnosis:9ccs253:Allergy:-0.072 Diagnosis:9ccs217:Ot cong anom:-0.065 Diagnosis:9ccs232:Sprain:-0.064 Vital: Wt for Length ZScore-gain1to5 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1421 | OR_unadj: 1.022 [0.812 1.287] | indivs AUC:0.481 Correlated most with: Newborn Diagnosis:9ccs91:Other eye dx:0.091 Diagnosis:9ccs198:Ot infl skin:-0.081 Newborn Diagnosis:9ccs221:Resp distres:0.081 Newborn Diagnosis:9ccs219:Low birth wt:0.080 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.079 Diagnosis:9ccs59:Anemia:0.076 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.073 Diagnosis:9ccs154:Gastroent:-0.071 Number of Visits:-0.066 Diagnosis:9ccs129:Asp pneumon:-0.066 Vital: HC-latest | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1631 | OR_unadj: 1.158 [0.909 1.475] | indivs AUC:0.546 Correlated most with: Number of Visits:0.268 Diagnosis:9ccs126:Ot up rsp in:0.236 Diagnosis:9ccs257:Ot aftercare:0.193 Diagnosis:9ccs92:Otitis media:0.191 Diagnosis:9ccs10:Immuniz/scrn:0.188 Diagnosis:9ccs125:Bronchitis:0.168 Diagnosis:9ccs7:Viral infect:0.160 Diagnosis:9ccs128:Asthma:0.128 Diagnosis:9ccs135:Intest infct:0.113 Diagnosis:9ccs90:Eye infectn:0.110 * Vital: BMI-avg5to7 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1341 | OR_unadj: 1.832 [1.456 2.305] | indivs AUC:0.633 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.097 Diagnosis:9ccs128:Asthma:0.092 Diagnosis:9ccs95:Oth nerv dx:-0.086 Diagnosis:9ccs143:Abdom hernia:0.085 Diagnosis:9ccs204:Ot joint dx:0.080 Diagnosis:9ccs59:Anemia:0.068 Diagnosis:9ccs2611:E Codes: Natural/environment:0.063 Diagnosis:9ccs92:Otitis media:0.058 Newborn Diagnosis:9ccs218:Liveborn:0.058 Newborn Diagnosis:9ccs0:No DX:-0.056 Vital: Ht-gain0to3 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1419 | OR_unadj: 1.156 [0.909 1.469] | indivs AUC:0.506 Correlated most with: Newborn Diagnosis:9ccs106:Dysrhythmia:0.080 Diagnosis:9ccs86:Cataract:0.078 Diagnosis:9ccs8:Oth infectns:0.072 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.069 Diagnosis:9ccs2:Septicemia:0.067 Diagnosis:9ccs216:Nerv cong an:-0.061 Diagnosis:9ccs44:Neoplsm unsp:0.060 Diagnosis:9ccs245:Syncope:-0.055 Diagnosis:9ccs106:Dysrhythmia:-0.053 Diagnosis:9ccs140:Gastritis:0.052 Vital: Temp-avg0to1 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1328 | OR_unadj: 1.360 [0.970 1.906] | indivs AUC:0.573 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.159 Diagnosis:9ccs255:Social admin:-0.118 Diagnosis:9ccs95:Oth nerv dx:-0.116 Diagnosis:9ccs76:Meningitis:-0.098 Diagnosis:9ccs7:Viral infect:-0.093 Diagnosis:9ccs166:Oth male gen:-0.083 Diagnosis:9ccs198:Ot infl skin:-0.076 Diagnosis:9ccs257:Ot aftercare:-0.074 Diagnosis:9ccs125:Bronchitis:-0.071 Diagnosis:9ccs128:Asthma:-0.068 * Vital: BMI-avg3to5 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1314 | OR_unadj: 1.808 [1.437 2.274] | indivs AUC:0.635 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.107 Newborn Diagnosis:9ccs166:Oth male gen:0.076 Diagnosis:9ccs74:Ot mentl cnd:-0.071 Diagnosis:9ccs95:Oth nerv dx:-0.066 Diagnosis:9ccs61:Sickle cell:-0.060 Diagnosis:9ccs134:Ot uppr resp:-0.060 Diagnosis:9ccs211:Ot conn tiss:-0.059 Diagnosis:9ccs52:Nutrit defic:-0.057 Newborn Diagnosis:9ccs191:Amnios dx:0.056 Diagnosis:9ccs2611:E Codes: Natural/environment:0.056 Vital: Ht-gain13to19 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1399 | OR_unadj: 1.182 [0.941 1.485] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs130:Pleurisy:0.075 Diagnosis:9ccs243:Poisn nonmed:0.062 Diagnosis:9ccs181:Ot preg comp:-0.053 Diagnosis:9ccs106:Dysrhythmia:-0.053 Diagnosis:9ccs5:HIV infectn:-0.052 Diagnosis:9ccs230:Fx leg:0.051 Diagnosis:9ccs98:HTN:0.051 Diagnosis:9ccs142:Appendicitis:0.050 Newborn Diagnosis:9ccs239:Superfic inj:-0.049 Newborn Diagnosis:9ccs97:Carditis:-0.049 * Vital: Wt for Length ZScore-avg3to5 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1321 | OR_unadj: 1.681 [1.337 2.114] | indivs AUC:0.639 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.103 Diagnosis:9ccs59:Anemia:0.070 Diagnosis:9ccs214:GI cong anom:-0.063 Diagnosis:9ccs123:Influenza:-0.062 Diagnosis:9ccs74:Ot mentl cnd:-0.062 Diagnosis:9ccs95:Oth nerv dx:-0.062 Newborn Diagnosis:9ccs166:Oth male gen:0.060 Diagnosis:9ccs52:Nutrit defic:-0.060 Diagnosis:9ccs2611:E Codes: Natural/environment:0.057 Diagnosis:9ccs211:Ot conn tiss:-0.057 Vital: Temp-avg5to7 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1371 | OR_unadj: 1.070 [0.850 1.347] | indivs AUC:0.527 Correlated most with: Diagnosis:9ccs122:Pneumonia:0.081 Diagnosis:9ccs134:Ot uppr resp:0.071 Diagnosis:9ccs92:Otitis media:0.068 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.067 Number of Visits:0.063 Diagnosis:9ccs211:Ot conn tiss:0.060 Diagnosis:9ccs126:Ot up rsp in:0.060 Diagnosis:9ccs51:Ot endo dsor:0.059 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.058 Diagnosis:9ccs130:Pleurisy:0.057 * Vital: Wt Percentile-avg19to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 920 | OR_unadj: 2.523 [1.996 3.191] | indivs AUC:0.683 Correlated most with: Diagnosis:9ccs136:Teeth dx:-0.095 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.078 Diagnosis:9ccs128:Asthma:0.072 Diagnosis:9ccs59:Anemia:-0.064 Diagnosis:9ccs9:Sexual Infxs:-0.063 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.062 Newborn Diagnosis:9ccs253:Allergy:-0.057 Newborn Diagnosis:9ccs134:Ot uppr resp:-0.055 Diagnosis:9ccs253:Allergy:0.054 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.051 Vital: Temp-avg3to5 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1345 | OR_unadj: 1.059 [0.839 1.337] | indivs AUC:0.533 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:-0.083 Diagnosis:9ccs7:Viral infect:-0.078 Lab:292147 TSH - Sunrise:0.070 Diagnosis:9ccs155:Other GI dx:0.068 Newborn Diagnosis:9ccs213:Cardiac anom:-0.062 Newborn Diagnosis:9ccs0:No DX:-0.059 Diagnosis:9ccs256:Exam/eval:0.057 Diagnosis:9ccs258:Other screen:-0.054 Diagnosis:9ccs2:Septicemia:0.050 Diagnosis:9ccs124:Tonsillitis:0.049 Vital: Wt for Length ZScore-gain5to10 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1486 | OR_unadj: 1.088 [0.866 1.367] | indivs AUC:0.520 Correlated most with: Diagnosis:9ccs123:Influenza:0.095 Newborn Diagnosis:9ccs166:Oth male gen:-0.078 Lab:306854 PLATELET COUNT - Sunrise:0.074 Newborn Diagnosis:9ccs216:Nerv cong an:-0.060 Lab:292495 LEAD LEVEL - Sunrise:0.059 Newborn Diagnosis:9ccs218:Liveborn:0.057 Diagnosis:9ccs2604:E Codes: Fire/burn:0.056 Diagnosis:10ccs238:Complic proc:0.056 Diagnosis:9ccs211:Ot conn tiss:0.053 Newborn Diagnosis:9ccs104:Oth heart dx:-0.052 Vital: BMI-gain5to10 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1471 | OR_unadj: 1.143 [0.910 1.435] | indivs AUC:0.581 Correlated most with: Newborn Diagnosis:9ccs0:No DX:0.069 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.067 Diagnosis:9ccs181:Ot preg comp:0.062 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.060 Diagnosis:10ccs238:Complic proc:-0.058 Diagnosis:9ccs2604:E Codes: Fire/burn:-0.058 Diagnosis:9ccs197:Skin infectn:-0.057 Newborn Diagnosis:9ccs97:Carditis:-0.057 Newborn Diagnosis:9ccs104:Oth heart dx:-0.057 Newborn Diagnosis:9ccs239:Superfic inj:-0.057 Vital: HC-gain0to3 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1344 | OR_unadj: 1.162 [0.915 1.474] | indivs AUC:0.517 Correlated most with: Diagnosis:9ccs2611:E Codes: Natural/environment:0.067 Diagnosis:9ccs6:Hepatitis:0.066 Newborn Diagnosis:9ccs91:Other eye dx:-0.065 Diagnosis:9ccs251:Abdomnl pain:-0.064 Diagnosis:9ccs120:Hemmorhoids:-0.064 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.064 Diagnosis:9ccs240:Burns:-0.059 Diagnosis:9ccs200:Oth skin dx:0.057 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.055 Newborn Diagnosis:9ccs106:Dysrhythmia:0.052 Vital: BMI-gain1to5 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1461 | OR_unadj: 0.988 [0.787 1.241] | indivs AUC:0.502 Correlated most with: Number of Visits:0.153 Diagnosis:9ccs126:Ot up rsp in:0.121 Diagnosis:9ccs257:Ot aftercare:0.076 Lab:297275 STREP RAPID TEST (POCT):-0.069 Diagnosis:9ccs86:Cataract:-0.059 Newborn Diagnosis:9ccs62:Coag/hemr dx:-0.057 Newborn Diagnosis:9ccs219:Low birth wt:0.057 Diagnosis:9ccs104:Oth heart dx:-0.056 Diagnosis:9ccs212:Ot bone dx:-0.055 Diagnosis:9ccs96:Hrt valve dx:0.055 * Vital: Wt-avg3to5 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1344 | OR_unadj: 1.988 [1.580 2.502] | indivs AUC:0.629 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.187 Diagnosis:9ccs219:Low birth wt:-0.140 Diagnosis:9ccs138:Esophgeal dx:-0.105 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.104 Newborn Diagnosis:9ccs253:Allergy:-0.093 Diagnosis:9ccs155:Other GI dx:-0.085 Newborn Diagnosis:9ccs221:Resp distres:-0.082 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.080 Newborn Diagnosis:9ccs222:Perint jaund:-0.075 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.073 * Vital: BMI-gain0to3 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1416 | OR_unadj: 1.282 [1.019 1.613] | indivs AUC:0.549 Correlated most with: Diagnosis:9ccs2611:E Codes: Natural/environment:0.076 Diagnosis:9ccs86:Cataract:0.074 Newborn Diagnosis:9ccs106:Dysrhythmia:0.066 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.066 Diagnosis:9ccs245:Syncope:-0.061 Diagnosis:9ccs8:Oth infectns:0.058 Diagnosis:9ccs44:Neoplsm unsp:0.054 Diagnosis:9ccs140:Gastritis:0.053 Newborn Diagnosis:9ccs219:Low birth wt:0.050 Diagnosis:9ccs2:Septicemia:0.049 Vital: Wt for Length ZScore-gain7to13 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1479 | OR_unadj: 1.133 [0.902 1.422] | indivs AUC:0.580 Correlated most with: Lab:306854 PLATELET COUNT - Sunrise:-0.081 Diagnosis:9ccs138:Esophgeal dx:0.070 Newborn Diagnosis:9ccs218:Liveborn:-0.068 Diagnosis:9ccs61:Sickle cell:-0.065 Diagnosis:9ccs258:Other screen:-0.059 Newborn Diagnosis:9ccs0:No DX:0.057 Diagnosis:9ccs113:Late eff CVD:0.057 Diagnosis:9ccs125:Bronchitis:0.050 Diagnosis:9ccs137:Mouth dx:-0.049 Diagnosis:9ccs167:Breast dx:0.049 Vital: Ht-gain16to24 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1442 | OR_unadj: 0.985 [0.700 1.387] | indivs AUC:0.536 Correlated most with: Number of Visits:-0.094 Diagnosis:9ccs55:Fluid/elc dx:-0.073 Newborn Diagnosis:9ccs106:Dysrhythmia:-0.066 Diagnosis:9ccs66:Alchl-r mntl:-0.062 Diagnosis:9ccs115:Aneurysm:-0.061 Diagnosis:9ccs126:Ot up rsp in:-0.059 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.054 Diagnosis:9ccs181:Ot preg comp:0.053 Diagnosis:9ccs257:Ot aftercare:-0.053 Diagnosis:9ccs259:Unclassified:-0.052 * Vital: Wt Change-latest | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 987 | OR_unadj: 1.430 [1.090 1.874] | indivs AUC:0.584 Correlated most with: Number of Visits:-0.196 Diagnosis:9ccs92:Otitis media:-0.156 Diagnosis:9ccs257:Ot aftercare:-0.152 Diagnosis:9ccs61:Sickle cell:0.143 Diagnosis:9ccs126:Ot up rsp in:-0.121 Diagnosis:9ccs7:Viral infect:-0.112 Diagnosis:9ccs135:Intest infct:-0.089 Diagnosis:9ccs155:Other GI dx:-0.070 Diagnosis:9ccs200:Oth skin dx:-0.068 Lab:306854 PLATELET COUNT - Sunrise:-0.066 * Vital: Wt-gain16to24 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1468 | OR_unadj: 1.821 [1.385 2.394] | indivs AUC:0.589 Correlated most with: Number of Visits:-0.109 Diagnosis:9ccs126:Ot up rsp in:-0.074 Diagnosis:9ccs115:Aneurysm:-0.068 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.065 Newborn Diagnosis:9ccs106:Dysrhythmia:-0.065 Diagnosis:9ccs66:Alchl-r mntl:-0.063 Diagnosis:9ccs259:Unclassified:-0.058 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.058 Diagnosis:9ccs125:Bronchitis:-0.057 Diagnosis:9ccs7:Viral infect:-0.054 * Vital: Wt for Length ZScore-avg5to7 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1347 | OR_unadj: 1.778 [1.414 2.235] | indivs AUC:0.617 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.108 Diagnosis:9ccs95:Oth nerv dx:-0.102 Diagnosis:9ccs128:Asthma:0.094 Newborn Diagnosis:9ccs218:Liveborn:0.085 Diagnosis:9ccs204:Ot joint dx:0.072 Diagnosis:9ccs59:Anemia:0.070 Diagnosis:9ccs143:Abdom hernia:0.065 Newborn Diagnosis:9ccs0:No DX:-0.065 Diagnosis:9ccs92:Otitis media:0.063 Diagnosis:9ccs2611:E Codes: Natural/environment:0.063 Vital: HC-avg0to1 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1207 | OR_unadj: 1.069 [0.849 1.345] | indivs AUC:0.564 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.277 Diagnosis:9ccs219:Low birth wt:-0.224 Lab:297262 HEMOGLOBIN (HEMOCUE):0.123 Newborn Diagnosis:9ccs222:Perint jaund:-0.113 Diagnosis:9ccs205:Back problem:-0.092 Newborn Diagnosis:9ccs253:Allergy:-0.088 Newborn Diagnosis:9ccs224:Ot perint dx:0.079 Newborn Diagnosis:9ccs256:Exam/eval:-0.076 Newborn Diagnosis:9ccs221:Resp distres:-0.076 Lab:294203 BILIRUBIN TOTAL - LMC:-0.074 Vital: Ht-gain7to13 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1476 | OR_unadj: 1.168 [0.864 1.580] | indivs AUC:0.536 Correlated most with: Lab:292147 TSH - Sunrise:0.084 Lab:294205 TSH REFLEX TO FT4 - LMC:0.069 Diagnosis:9ccs86:Cataract:-0.066 Lab:292495 LEAD LEVEL - Sunrise:-0.063 Diagnosis:9ccs238:Complic proc:0.063 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.063 Diagnosis:9ccs5:HIV infectn:0.056 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.055 Diagnosis:9ccs197:Skin infectn:0.055 Diagnosis:9ccs2604:E Codes: Fire/burn:0.053 Vital: Wt-gain5to10 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1472 | OR_unadj: 1.156 [0.922 1.450] | indivs AUC:0.577 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:-0.080 Diagnosis:9ccs259:Unclassified:-0.076 Diagnosis:9ccs181:Ot preg comp:0.069 Newborn Diagnosis:9ccs0:No DX:0.066 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.065 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.064 Diagnosis:9ccs92:Otitis media:0.059 Diagnosis:9ccs257:Ot aftercare:0.058 Number of Visits:0.058 Diagnosis:9ccs222:Perint jaund:-0.054 Vital: BMI-gain16to24 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1484 | OR_unadj: 1.317 [0.995 1.744] | indivs AUC:0.547 Correlated most with: Number of Visits:-0.101 Diagnosis:9ccs259:Unclassified:-0.066 Diagnosis:9ccs115:Aneurysm:-0.066 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.065 Diagnosis:9ccs126:Ot up rsp in:-0.062 Diagnosis:9ccs135:Intest infct:-0.062 Diagnosis:9ccs66:Alchl-r mntl:-0.058 Diagnosis:9ccs181:Ot preg comp:0.057 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.056 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.055 * Vital: Ht-avg0to1 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1350 | OR_unadj: 1.413 [1.125 1.774] | indivs AUC:0.574 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.333 Diagnosis:9ccs219:Low birth wt:-0.286 Newborn Diagnosis:9ccs253:Allergy:-0.131 Newborn Diagnosis:9ccs221:Resp distres:-0.120 Lab:297262 HEMOGLOBIN (HEMOCUE):0.114 Newborn Diagnosis:9ccs222:Perint jaund:-0.114 Newborn Diagnosis:9ccs256:Exam/eval:-0.101 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.082 Lab:294203 BILIRUBIN TOTAL - LMC:-0.068 Diagnosis:9ccs2611:E Codes: Natural/environment:0.068 Vital: HC-gain7to13 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1315 | OR_unadj: 1.015 [0.741 1.390] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs58:Ot nutrit dx:-0.072 Diagnosis:9ccs235:Opn wnd head:0.060 Diagnosis:9ccs257:Ot aftercare:-0.057 Lab:292495 LEAD LEVEL - Sunrise:-0.056 Diagnosis:9ccs10:Immuniz/scrn:-0.054 Lab:294205 TSH REFLEX TO FT4 - LMC:0.054 Newborn Diagnosis:9ccs68:Senil/org mn:-0.054 MatDeliveryAge:0.053 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.052 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.051 * Vital: Wt-gain7to13 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1496 | OR_unadj: 1.701 [1.338 2.162] | indivs AUC:0.561 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:0.078 Lab:292495 LEAD LEVEL - Sunrise:-0.070 Diagnosis:9ccs59:Anemia:0.068 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.065 Diagnosis:9ccs72:Anxiety dx:-0.065 Diagnosis:9ccs86:Cataract:-0.063 Diagnosis:9ccs257:Ot aftercare:-0.054 Diagnosis:9ccs5:HIV infectn:0.052 Diagnosis:9ccs133:Oth low resp:-0.051 Diagnosis:9ccs10:Immuniz/scrn:-0.050 * Vital: Wt for Length ZScore-gain16to24 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1463 | OR_unadj: 1.409 [1.123 1.768] | indivs AUC:0.594 Correlated most with: Diagnosis:9ccs0:No DX:-0.061 Diagnosis:9ccs181:Ot preg comp:-0.059 Diagnosis:9ccs246:FUO:0.056 Diagnosis:9ccs47:Ot bnign neo:-0.055 Diagnosis:9ccs94:Other ear dx:0.052 Diagnosis:9ccs216:Nerv cong an:-0.051 Lab:323825 STREP SCREEN THROAT - Sunrise:0.047 Diagnosis:9ccs230:Fx leg:0.046 Diagnosis:9ccs134:Ot uppr resp:0.044 Diagnosis:9ccs234:Crush injury:-0.044 Vital: Wt for Length ZScore-gain13to19 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1485 | OR_unadj: 1.109 [0.884 1.392] | indivs AUC:0.507 Correlated most with: Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.063 Diagnosis:9ccs217:Ot cong anom:-0.063 Newborn Diagnosis:9ccs223:Birth trauma:0.062 Diagnosis:9ccs246:FUO:0.061 Newborn Diagnosis:9ccs191:Amnios dx:-0.056 Diagnosis:9ccs155:Other GI dx:0.055 Lab:294199 BILIRUBIN SCAN - LMC:-0.053 Diagnosis:9ccs10:Immuniz/scrn:-0.051 Lab:306617 OCCULT BLOOD TEST (FECAL):0.050 Diagnosis:9ccs230:Fx leg:-0.049 Vital: BMI-gain3to7 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1478 | OR_unadj: 1.130 [0.893 1.430] | indivs AUC:0.547 Correlated most with: Diagnosis:9ccs127:COPD:0.084 Diagnosis:9ccs222:Perint jaund:-0.075 Lab:294048 STOOL CULTURE - LMC:-0.074 Diagnosis:9ccs92:Otitis media:0.073 Number of Visits:0.072 Diagnosis:9ccs212:Ot bone dx:0.071 Diagnosis:9ccs122:Pneumonia:0.065 Diagnosis:9ccs126:Ot up rsp in:0.064 Diagnosis:9ccs200:Oth skin dx:-0.063 Diagnosis:9ccs181:Ot preg comp:-0.062 Vital: Ht-gain10to16 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1442 | OR_unadj: 0.837 [0.658 1.064] | indivs AUC:0.499 Correlated most with: Number of Visits:0.069 Diagnosis:9ccs214:GI cong anom:0.067 Lab:292495 LEAD LEVEL - Sunrise:0.062 Diagnosis:9ccs86:Cataract:0.060 Diagnosis:9ccs230:Fx leg:-0.053 Diagnosis:9ccs243:Poisn nonmed:-0.053 Diagnosis:9ccs98:HTN:-0.053 Newborn Diagnosis:9ccs162:Ot dx bladdr:-0.051 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.051 Diagnosis:9ccs142:Appendicitis:-0.050 * Vital: Ht-avg1to3 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1374 | OR_unadj: 1.477 [1.174 1.858] | indivs AUC:0.528 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.290 Diagnosis:9ccs219:Low birth wt:-0.225 Newborn Diagnosis:9ccs221:Resp distres:-0.146 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.126 Newborn Diagnosis:9ccs256:Exam/eval:-0.108 Newborn Diagnosis:9ccs253:Allergy:-0.106 Newborn Diagnosis:9ccs222:Perint jaund:-0.099 Lab:297262 HEMOGLOBIN (HEMOCUE):0.095 Diagnosis:9ccs254:Rehab:-0.085 Diagnosis:9ccs2:Septicemia:0.078 Vital: Ht-gain3to7 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1460 | OR_unadj: 1.123 [0.894 1.411] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs127:COPD:0.093 Diagnosis:9ccs92:Otitis media:0.080 Diagnosis:9ccs126:Ot up rsp in:0.078 Number of Visits:0.075 Lab:294048 STOOL CULTURE - LMC:-0.073 Diagnosis:9ccs212:Ot bone dx:0.072 Diagnosis:9ccs47:Ot bnign neo:-0.070 Diagnosis:9ccs200:Oth skin dx:-0.065 Diagnosis:9ccs113:Late eff CVD:0.065 Diagnosis:9ccs122:Pneumonia:0.064 * Vital: Wt-gain3to7 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1487 | OR_unadj: 1.284 [1.021 1.614] | indivs AUC:0.520 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.097 Diagnosis:9ccs92:Otitis media:0.091 Number of Visits:0.090 Lab:294048 STOOL CULTURE - LMC:-0.080 Diagnosis:9ccs127:COPD:0.078 Diagnosis:9ccs212:Ot bone dx:0.073 Diagnosis:9ccs181:Ot preg comp:-0.070 Lab:321098 OCCULT BLOOD FECES - Sunrise:0.066 Diagnosis:9ccs122:Pneumonia:0.066 Diagnosis:9ccs113:Late eff CVD:0.065 * Vital: Wt for Len Percentile-gain3to7 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1184 | OR_unadj: 1.549 [1.223 1.962] | indivs AUC:0.532 Correlated most with: Newborn Diagnosis:9ccs224:Ot perint dx:-0.080 Diagnosis:9ccs204:Ot joint dx:0.079 Diagnosis:9ccs76:Meningitis:0.071 Diagnosis:9ccs92:Otitis media:0.069 Lab:294048 STOOL CULTURE - LMC:-0.064 Newborn Diagnosis:9ccs47:Ot bnign neo:0.062 Diagnosis:9ccs138:Esophgeal dx:-0.054 Newborn Diagnosis:9ccs219:Low birth wt:0.053 Newborn Diagnosis:9ccs216:Nerv cong an:-0.052 Diagnosis:9ccs243:Poisn nonmed:0.051 Vital: BMI-gain10to16 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1482 | OR_unadj: 0.877 [0.692 1.111] | indivs AUC:0.499 Correlated most with: Number of Visits:0.069 Diagnosis:9ccs214:GI cong anom:0.062 Lab:292495 LEAD LEVEL - Sunrise:0.060 Newborn Diagnosis:9ccs162:Ot dx bladdr:-0.059 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.058 Diagnosis:9ccs142:Appendicitis:-0.055 Diagnosis:9ccs243:Poisn nonmed:-0.055 Lab:294199 BILIRUBIN SCAN - LMC:-0.054 Diagnosis:9ccs230:Fx leg:-0.053 Diagnosis:9ccs58:Ot nutrit dx:0.053 Vital: Wt for Length ZScore-gain10to16 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1500 | OR_unadj: 1.181 [0.941 1.483] | indivs AUC:0.515 Correlated most with: Diagnosis:9ccs72:Anxiety dx:-0.059 Diagnosis:9ccs56:Cystic fibro:0.059 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.058 Newborn Diagnosis:9ccs95:Oth nerv dx:0.054 Diagnosis:9ccs113:Late eff CVD:-0.054 Diagnosis:9ccs8:Oth infectns:0.053 Diagnosis:9ccs125:Bronchitis:-0.046 Diagnosis:9ccs256:Exam/eval:0.045 Lab:292147 TSH - Sunrise:-0.045 Lab:292495 LEAD LEVEL - Sunrise:-0.044 Vital: Wt for Len Percentile-gain5to10 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1318 | OR_unadj: 0.982 [0.778 1.240] | indivs AUC:0.558 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:-0.068 Diagnosis:9ccs181:Ot preg comp:0.059 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.054 Lab:295490 17 HYDROXYPROGESTERONE - LMC:0.053 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:-0.053 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.052 Diagnosis:9ccs197:Skin infectn:-0.051 Diagnosis:9ccs204:Ot joint dx:-0.049 Diagnosis:9ccs125:Bronchitis:0.049 Lab:294147 FREE T4 - LMC:0.048 * Vital: HC-gain3to7 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1347 | OR_unadj: 1.370 [1.014 1.851] | indivs AUC:0.578 Correlated most with: Number of Visits:0.084 Diagnosis:9ccs92:Otitis media:0.061 Diagnosis:9ccs122:Pneumonia:0.057 Diagnosis:9ccs256:Exam/eval:-0.055 Diagnosis:9ccs240:Burns:0.054 Diagnosis:9ccs51:Ot endo dsor:-0.052 Newborn Diagnosis:9ccs134:Ot uppr resp:-0.052 Diagnosis:9ccs181:Ot preg comp:-0.052 Newborn Diagnosis:9ccs68:Senil/org mn:-0.051 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.050 Vital: HC-gain5to10 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.004] | occ: 1329 | OR_unadj: 0.973 [0.772 1.226] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs257:Ot aftercare:0.070 Newborn Diagnosis:9ccs63:Wht blood dx:0.065 Diagnosis:9ccs154:Gastroent:-0.065 Newborn Diagnosis:9ccs0:No DX:0.060 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.054 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.054 Diagnosis:9ccs51:Ot endo dsor:0.052 Diagnosis:9ccs259:Unclassified:-0.051 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.050 Newborn Diagnosis:9ccs68:Senil/org mn:0.049 * Vital: Ht-latest | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1665 | OR_unadj: 1.383 [1.078 1.773] | indivs AUC:0.555 Correlated most with: Number of Visits:0.416 Diagnosis:9ccs126:Ot up rsp in:0.347 Diagnosis:9ccs10:Immuniz/scrn:0.289 Diagnosis:9ccs92:Otitis media:0.280 Diagnosis:9ccs7:Viral infect:0.183 Diagnosis:9ccs257:Ot aftercare:0.180 Diagnosis:9ccs135:Intest infct:0.160 Diagnosis:9ccs125:Bronchitis:0.140 Diagnosis:9ccs128:Asthma:0.122 Diagnosis:9ccs90:Eye infectn:0.118 * Vital: Wt Change-avg19to24 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 879 | OR_unadj: 1.673 [1.252 2.235] | indivs AUC:0.563 Correlated most with: Number of Visits:-0.191 Diagnosis:9ccs120:Hemmorhoids:0.152 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.152 Diagnosis:9ccs92:Otitis media:-0.145 Diagnosis:9ccs257:Ot aftercare:-0.125 Diagnosis:9ccs126:Ot up rsp in:-0.112 Diagnosis:9ccs7:Viral infect:-0.111 Diagnosis:9ccs135:Intest infct:-0.093 Diagnosis:9ccs6:Hepatitis:0.088 Diagnosis:9ccs125:Bronchitis:-0.087 * Vital: BMI-gain13to19 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1462 | OR_unadj: 1.439 [1.146 1.808] | indivs AUC:0.583 Correlated most with: Diagnosis:9ccs130:Pleurisy:0.067 Diagnosis:9ccs243:Poisn nonmed:0.059 Diagnosis:9ccs181:Ot preg comp:-0.055 Diagnosis:9ccs106:Dysrhythmia:-0.053 Diagnosis:9ccs230:Fx leg:0.053 Diagnosis:9ccs61:Sickle cell:-0.051 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.050 Newborn Diagnosis:9ccs97:Carditis:-0.050 Newborn Diagnosis:9ccs104:Oth heart dx:-0.050 Newborn Diagnosis:9ccs239:Superfic inj:-0.050 Vital: Temp-avg16to19 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1323 | OR_unadj: 0.807 [0.561 1.162] | indivs AUC:0.512 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.158 Diagnosis:9ccs255:Social admin:-0.148 Number of Visits:-0.135 Newborn Diagnosis:9ccs138:Esophgeal dx:0.132 Diagnosis:9ccs239:Superfic inj:-0.112 Diagnosis:9ccs126:Ot up rsp in:-0.111 Diagnosis:9ccs240:Burns:-0.093 Diagnosis:9ccs257:Ot aftercare:-0.092 Diagnosis:9ccs167:Breast dx:-0.087 Diagnosis:9ccs258:Other screen:-0.086 Vital: HC-avg10to13 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1210 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.608 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.296 Number of Visits:-0.273 Diagnosis:9ccs255:Social admin:-0.264 Diagnosis:9ccs126:Ot up rsp in:-0.240 Diagnosis:9ccs7:Viral infect:-0.222 Diagnosis:9ccs257:Ot aftercare:-0.195 Diagnosis:9ccs92:Otitis media:-0.179 Diagnosis:9ccs125:Bronchitis:-0.138 Diagnosis:9ccs59:Anemia:-0.135 Diagnosis:9ccs135:Intest infct:-0.125 Vital: HC-gain16to24 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1079 | OR_unadj: 1.219 [0.956 1.555] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:-0.076 Number of Visits:-0.073 Lab:306854 PLATELET COUNT - Sunrise:-0.061 Diagnosis:9ccs2611:E Codes: Natural/environment:0.058 Diagnosis:9ccs113:Late eff CVD:0.056 Diagnosis:9ccs6:Hepatitis:-0.052 Lab:323854 CULTURE FECES - Sunrise:-0.051 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.049 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.045 Diagnosis:9ccs142:Appendicitis:0.044 Vital: HR-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1040 | OR_unadj: 1.213 [0.939 1.565] | indivs AUC:0.496 Correlated most with: Number of Visits:-0.082 Diagnosis:9ccs2619:e codes: other specified- nec:0.073 Lab:294199 BILIRUBIN SCAN - LMC:0.071 Diagnosis:9ccs124:Tonsillitis:-0.063 Diagnosis:9ccs127:COPD:-0.063 Diagnosis:9ccs70:Schizo/rl dx:-0.063 Diagnosis:9ccs104:Oth heart dx:0.063 Diagnosis:9ccs228:Fx skull fac:0.062 Diagnosis:9ccs96:Hrt valve dx:-0.062 Diagnosis:9ccs117:Ot circul dx:-0.061 Vital: Wt for Len Percentile-gain16to24 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1353 | OR_unadj: 0.799 [0.624 1.024] | indivs AUC:0.487 Correlated most with: Number of Visits:-0.085 Diagnosis:9ccs126:Ot up rsp in:-0.074 Diagnosis:9ccs115:Aneurysm:-0.070 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.066 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.063 Diagnosis:9ccs181:Ot preg comp:0.060 Diagnosis:9ccs135:Intest infct:-0.060 Diagnosis:9ccs61:Sickle cell:0.058 Diagnosis:9ccs259:Unclassified:-0.053 Diagnosis:9ccs64:Ot hematl dx:-0.052 * Vital: Ht-avg10to13 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1403 | OR_unadj: 1.702 [1.355 2.140] | indivs AUC:0.575 Correlated most with: Diagnosis:9ccs246:FUO:0.117 Newborn Diagnosis:9ccs219:Low birth wt:-0.106 Diagnosis:9ccs219:Low birth wt:-0.085 Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.072 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.072 Diagnosis:9ccs2:Septicemia:0.068 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.064 Newborn Diagnosis:9ccs253:Allergy:-0.063 Diagnosis:9ccs223:Birth trauma:0.063 Diagnosis:9ccs200:Oth skin dx:0.063 Vital: BMI-gain7to13 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1496 | OR_unadj: 1.138 [0.883 1.468] | indivs AUC:0.480 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:0.067 Lab:292495 LEAD LEVEL - Sunrise:-0.067 Diagnosis:9ccs238:Complic proc:0.065 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.065 Diagnosis:10ccs238:Complic proc:0.065 Diagnosis:9ccs2604:E Codes: Fire/burn:0.065 Diagnosis:9ccs72:Anxiety dx:-0.060 Diagnosis:9ccs58:Ot nutrit dx:-0.059 Newborn Diagnosis:9ccs224:Ot perint dx:0.056 Newborn Diagnosis:9ccs239:Superfic inj:0.054 Vital: HC-gain1to5 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.445 Correlated most with: Number of Visits:0.113 Diagnosis:9ccs126:Ot up rsp in:0.097 Diagnosis:9ccs125:Bronchitis:0.086 Diagnosis:9ccs124:Tonsillitis:0.075 Newborn Diagnosis:9ccs47:Ot bnign neo:-0.070 Diagnosis:9ccs151:Oth liver dx:-0.067 Diagnosis:9ccs74:Ot mentl cnd:0.065 Diagnosis:9ccs92:Otitis media:0.058 Diagnosis:9ccs154:Gastroent:-0.058 Diagnosis:9ccs94:Other ear dx:0.057 * Vital: BMI Percentile-gain16to24 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 235 | OR_unadj: 2.838 [1.958 4.112] | indivs AUC:0.576 Correlated most with: Diagnosis:9ccs214:GI cong anom:-0.115 Newborn Diagnosis:9ccs253:Allergy:-0.093 Diagnosis:9ccs72:Anxiety dx:-0.088 Diagnosis:9ccs230:Fx leg:-0.083 Diagnosis:9ccs48:Thyroid dsor:-0.080 Diagnosis:9ccs245:Syncope:-0.079 Newborn Diagnosis:9ccs252:Fatigue:0.075 Newborn Diagnosis:9ccs47:Ot bnign neo:0.075 Diagnosis:9ccs209:Ot acq defor:0.075 Newborn Diagnosis:9ccs191:Amnios dx:0.074 Vital: Ht-gain5to10 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1443 | OR_unadj: 1.120 [0.888 1.414] | indivs AUC:0.506 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:-0.068 Newborn Diagnosis:9ccs0:No DX:0.061 Diagnosis:9ccs181:Ot preg comp:0.059 Diagnosis:9ccs2604:E Codes: Fire/burn:-0.059 Diagnosis:10ccs238:Complic proc:-0.059 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.059 Diagnosis:9ccs197:Skin infectn:-0.057 Newborn Diagnosis:9ccs239:Superfic inj:-0.056 Newborn Diagnosis:9ccs104:Oth heart dx:-0.056 Newborn Diagnosis:9ccs97:Carditis:-0.056 * Vital: HC-avg1to3 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1235 | OR_unadj: 1.366 [1.082 1.723] | indivs AUC:0.544 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.245 Diagnosis:9ccs219:Low birth wt:-0.191 Newborn Diagnosis:9ccs221:Resp distres:-0.114 Lab:297262 HEMOGLOBIN (HEMOCUE):0.102 Newborn Diagnosis:9ccs222:Perint jaund:-0.094 Newborn Diagnosis:9ccs253:Allergy:-0.090 Newborn Diagnosis:9ccs106:Dysrhythmia:-0.087 Lab:294199 BILIRUBIN SCAN - LMC:-0.077 Diagnosis:9ccs2603:E Codes: Fall:0.075 Newborn Diagnosis:9ccs223:Birth trauma:0.068 Vital: Ht Percentile-gain13to19 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 832 | OR_unadj: 1.172 [0.894 1.536] | indivs AUC:0.476 Correlated most with: Diagnosis:9ccs244:Other injury:0.068 Newborn Diagnosis:9ccs191:Amnios dx:-0.067 Newborn Diagnosis:9ccs223:Birth trauma:-0.066 Diagnosis:9ccs259:Unclassified:0.064 Diagnosis:9ccs98:HTN:0.061 Diagnosis:9ccs230:Fx leg:0.058 Diagnosis:9ccs254:Rehab:0.055 Diagnosis:10ccs58:Ot nutrit dx:-0.051 Diagnosis:9ccs250:Nausea/vomit:0.049 Diagnosis:9ccs75:Hx mental dx:-0.049 Vital: HC-gain10to16 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1231 | OR_unadj: 0.870 [0.694 1.091] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs257:Ot aftercare:0.092 Diagnosis:9ccs239:Superfic inj:-0.073 Diagnosis:9ccs83:Epilepsy/cnv:0.068 Newborn Diagnosis:9ccs96:Hrt valve dx:0.064 Lab:292495 LEAD LEVEL - Sunrise:0.061 Lab:321098 OCCULT BLOOD FECES - Sunrise:0.058 Newborn Diagnosis:9ccs68:Senil/org mn:0.057 Diagnosis:9ccs256:Exam/eval:-0.056 Number of Visits:0.052 Diagnosis:9ccs51:Ot endo dsor:-0.052 * Vital: BMI Percentile-gain0to24 | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 235 | OR_unadj: 2.838 [1.958 4.112] | indivs AUC:0.576 Correlated most with: Diagnosis:9ccs214:GI cong anom:-0.115 Newborn Diagnosis:9ccs253:Allergy:-0.093 Diagnosis:9ccs72:Anxiety dx:-0.088 Diagnosis:9ccs230:Fx leg:-0.083 Diagnosis:9ccs48:Thyroid dsor:-0.080 Diagnosis:9ccs245:Syncope:-0.079 Newborn Diagnosis:9ccs252:Fatigue:0.075 Newborn Diagnosis:9ccs47:Ot bnign neo:0.075 Diagnosis:9ccs209:Ot acq defor:0.075 Newborn Diagnosis:9ccs191:Amnios dx:0.074 Vital: HC-avg3to5 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1164 | OR_unadj: 1.089 [0.860 1.379] | indivs AUC:0.511 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.154 Newborn Diagnosis:9ccs221:Resp distres:-0.100 Diagnosis:9ccs219:Low birth wt:-0.091 Lab:297262 HEMOGLOBIN (HEMOCUE):0.089 Newborn Diagnosis:9ccs224:Ot perint dx:0.079 Diagnosis:9ccs56:Cystic fibro:-0.079 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.072 Diagnosis:9ccs105:Conduction:0.071 Newborn Diagnosis:9ccs222:Perint jaund:-0.068 Newborn Diagnosis:9ccs253:Allergy:-0.068 Vital: Wt for Len Percentile-gain10to16 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1330 | OR_unadj: 1.141 [0.909 1.433] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs162:Ot dx bladdr:-0.070 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.069 Newborn Diagnosis:9ccs223:Birth trauma:0.064 Diagnosis:9ccs142:Appendicitis:-0.064 Diagnosis:9ccs230:Fx leg:-0.060 Lab:306854 PLATELET COUNT - Sunrise:0.058 Diagnosis:9ccs217:Ot cong anom:-0.057 Diagnosis:9ccs243:Poisn nonmed:-0.055 Lab:292495 LEAD LEVEL - Sunrise:0.053 Diagnosis:9ccs72:Anxiety dx:0.051 Vital: Wt for Length ZScore-gain0to3 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1343 | OR_unadj: 1.177 [0.935 1.480] | indivs AUC:0.554 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.098 Diagnosis:9ccs151:Oth liver dx:-0.081 Diagnosis:9ccs216:Nerv cong an:-0.074 Diagnosis:9ccs122:Pneumonia:0.074 Diagnosis:9ccs198:Ot infl skin:0.068 Diagnosis:9ccs145:Int obstruct:0.066 Newborn Diagnosis:9ccs91:Other eye dx:-0.065 Diagnosis:9ccs217:Ot cong anom:-0.061 Diagnosis:9ccs72:Anxiety dx:-0.058 Diagnosis:9ccs219:Low birth wt:-0.056 Vital: Ht-avg7to10 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.483 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.153 Diagnosis:9ccs219:Low birth wt:-0.081 Newborn Diagnosis:9ccs256:Exam/eval:-0.060 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.059 Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.059 Diagnosis:9ccs223:Birth trauma:0.059 Lab:323854 CULTURE FECES - Sunrise:0.059 Diagnosis:9ccs200:Oth skin dx:0.058 Diagnosis:10ccs238:Complic proc:-0.057 Diagnosis:9ccs2604:E Codes: Fire/burn:-0.057 * Vital: Ht Percentile-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1058 | OR_unadj: 1.698 [1.338 2.155] | indivs AUC:0.611 Correlated most with: Diagnosis:9ccs229:Fx arm:0.077 Diagnosis:9ccs59:Anemia:-0.070 Diagnosis:9ccs136:Teeth dx:-0.061 Diagnosis:9ccs244:Other injury:0.059 Newborn Diagnosis:9ccs224:Ot perint dx:0.056 Diagnosis:9ccs145:Int obstruct:-0.055 Newborn Diagnosis:9ccs166:Oth male gen:0.054 Diagnosis:9ccs120:Hemmorhoids:0.053 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.053 Diagnosis:9ccs212:Ot bone dx:-0.053 Vital: Ht Percentile-gain16to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 975 | OR_unadj: 1.147 [0.882 1.492] | indivs AUC:0.549 Correlated most with: Number of Visits:-0.088 Diagnosis:9ccs259:Unclassified:-0.085 Diagnosis:9ccs59:Anemia:-0.077 Diagnosis:9ccs181:Ot preg comp:0.056 Diagnosis:9ccs257:Ot aftercare:-0.055 Diagnosis:9ccs133:Oth low resp:-0.055 Diagnosis:9ccs143:Abdom hernia:-0.054 Diagnosis:9ccs127:COPD:-0.052 Lab:297280 GLUCOSE REAGENT STRIP:-0.052 Diagnosis:9ccs2603:E Codes: Fall:-0.050 * Vital: Ht-avg5to7 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1348 | OR_unadj: 1.486 [1.156 1.909] | indivs AUC:0.540 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.150 Lab:306854 PLATELET COUNT - Sunrise:-0.127 Diagnosis:9ccs219:Low birth wt:-0.106 Diagnosis:9ccs3:Oth bact inf:0.097 Newborn Diagnosis:9ccs218:Liveborn:-0.097 Newborn Diagnosis:9ccs253:Allergy:-0.083 Newborn Diagnosis:9ccs221:Resp distres:-0.076 Newborn Diagnosis:9ccs256:Exam/eval:-0.071 Newborn Diagnosis:9ccs222:Perint jaund:-0.070 Diagnosis:9ccs59:Anemia:-0.068 Vital: HC-gain13to19 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1054 | OR_unadj: 1.081 [0.862 1.357] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs166:Oth male gen:-0.060 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.060 Diagnosis:9ccs243:Poisn nonmed:0.059 Newborn Diagnosis:9ccs216:Nerv cong an:-0.049 Diagnosis:9ccs74:Ot mentl cnd:0.049 Diagnosis:9ccs208:Acq foot def:-0.048 Diagnosis:9ccs244:Other injury:0.047 Diagnosis:9ccs51:Ot endo dsor:0.046 Diagnosis:9ccs230:Fx leg:0.046 Diagnosis:9ccs98:HTN:0.046 * Vital: Ht-avg3to5 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1321 | OR_unadj: 1.312 [1.007 1.711] | indivs AUC:0.550 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.209 Diagnosis:9ccs219:Low birth wt:-0.174 Diagnosis:9ccs10:Immuniz/scrn:-0.152 Newborn Diagnosis:9ccs253:Allergy:-0.127 Diagnosis:9ccs255:Social admin:-0.111 Newborn Diagnosis:9ccs256:Exam/eval:-0.098 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.097 Newborn Diagnosis:9ccs222:Perint jaund:-0.090 Diagnosis:9ccs126:Ot up rsp in:-0.087 Newborn Diagnosis:9ccs221:Resp distres:-0.085 Vital: Wt for Length ZScore-avg0to1 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1343 | OR_unadj: 1.177 [0.935 1.480] | indivs AUC:0.554 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.098 Diagnosis:9ccs151:Oth liver dx:-0.081 Diagnosis:9ccs216:Nerv cong an:-0.074 Diagnosis:9ccs122:Pneumonia:0.074 Diagnosis:9ccs198:Ot infl skin:0.068 Diagnosis:9ccs145:Int obstruct:0.066 Newborn Diagnosis:9ccs91:Other eye dx:-0.065 Diagnosis:9ccs217:Ot cong anom:-0.061 Diagnosis:9ccs72:Anxiety dx:-0.058 Diagnosis:9ccs219:Low birth wt:-0.056 * Vital: Wt for Len Percentile-avg13to16 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1286 | OR_unadj: 2.171 [1.726 2.731] | indivs AUC:0.666 Correlated most with: MatDeliveryAge:-0.076 Diagnosis:9ccs147:Anal/rectal:0.072 Diagnosis:9ccs128:Asthma:0.064 Diagnosis:9ccs136:Teeth dx:-0.064 Diagnosis:9ccs143:Abdom hernia:0.061 Diagnosis:9ccs151:Oth liver dx:-0.055 Diagnosis:9ccs10:Immuniz/scrn:-0.055 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.055 Diagnosis:9ccs138:Esophgeal dx:-0.054 Diagnosis:9ccs86:Cataract:-0.054 Vital: Wt for Len Percentile-gain13to19 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1313 | OR_unadj: 0.996 [0.788 1.258] | indivs AUC:0.551 Correlated most with: Diagnosis:9ccs181:Ot preg comp:-0.065 Diagnosis:9ccs235:Opn wnd head:0.061 Diagnosis:9ccs230:Fx leg:0.058 Diagnosis:9ccs106:Dysrhythmia:-0.054 Diagnosis:9ccs243:Poisn nonmed:0.052 Diagnosis:9ccs0:No DX:-0.050 Diagnosis:9ccs254:Rehab:0.050 Diagnosis:9ccs217:Ot cong anom:0.046 Diagnosis:9ccs246:FUO:0.044 Diagnosis:9ccs234:Crush injury:-0.043 * Vital: HC-avg5to7 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1177 | OR_unadj: 1.779 [1.148 2.758] | indivs AUC:0.570 Correlated most with: Newborn Diagnosis:9ccs63:Wht blood dx:-0.326 Diagnosis:9ccs10:Immuniz/scrn:-0.162 Diagnosis:9ccs3:Oth bact inf:-0.152 Diagnosis:9ccs255:Social admin:-0.137 Number of Visits:-0.136 Diagnosis:9ccs7:Viral infect:-0.123 Diagnosis:9ccs126:Ot up rsp in:-0.112 Diagnosis:9ccs247:Lymph enlarg:-0.101 Newborn Diagnosis:9ccs219:Low birth wt:-0.101 Diagnosis:9ccs92:Otitis media:-0.097 Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 806 | OR_unadj: 0.965 [0.769 1.210] | indivs AUC:0.471 Correlated most with: Newborn Diagnosis:9ccs224:Ot perint dx:1.000 Newborn Diagnosis:9ccs222:Perint jaund:0.121 Newborn Diagnosis:9ccs96:Hrt valve dx:0.091 Diagnosis:9ccs7:Viral infect:-0.087 Newborn Diagnosis:9ccs256:Exam/eval:0.084 Newborn Diagnosis:9ccs0:No DX:-0.080 Newborn Diagnosis:9ccs253:Allergy:0.069 Diagnosis:9ccs64:Ot hematl dx:0.067 Diagnosis:9ccs74:Ot mentl cnd:-0.064 Diagnosis:9ccs197:Skin infectn:0.063 Vital: Wt for Len Percentile-gain7to13 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1336 | OR_unadj: 1.084 [0.859 1.369] | indivs AUC:0.502 Correlated most with: Newborn Diagnosis:9ccs62:Coag/hemr dx:0.072 Lab:292495 LEAD LEVEL - Sunrise:-0.072 Diagnosis:9ccs2604:E Codes: Fire/burn:0.068 Diagnosis:10ccs238:Complic proc:0.068 Diagnosis:9ccs56:Cystic fibro:0.063 Lab:294205 TSH REFLEX TO FT4 - LMC:0.059 Diagnosis:9ccs96:Hrt valve dx:0.054 Diagnosis:9ccs72:Anxiety dx:-0.051 Diagnosis:9ccs135:Intest infct:0.049 Diagnosis:9ccs47:Ot bnign neo:-0.046 * Vital: Wt Percentile-avg13to16 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 654 | OR_unadj: 1.705 [1.318 2.206] | indivs AUC:0.580 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:-0.108 Diagnosis:9ccs239:Superfic inj:-0.092 Diagnosis:9ccs136:Teeth dx:-0.079 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.079 Diagnosis:9ccs9:Sexual Infxs:-0.078 Diagnosis:9ccs214:GI cong anom:-0.072 Newborn Diagnosis:9ccs134:Ot uppr resp:-0.066 Newborn Diagnosis:9ccs191:Amnios dx:0.063 Diagnosis:9ccs129:Asp pneumon:-0.062 Newborn Diagnosis:9ccs97:Carditis:-0.061 Vital: Wt Percentile-gain13to19 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 812 | OR_unadj: 1.283 [0.948 1.736] | indivs AUC:0.545 Correlated most with: Diagnosis:9ccs61:Sickle cell:-0.086 Diagnosis:9ccs230:Fx leg:0.077 Diagnosis:9ccs239:Superfic inj:0.063 Newborn Diagnosis:9ccs161:Ot dx kidney:-0.062 Diagnosis:9ccs59:Anemia:-0.062 Diagnosis:9ccs211:Ot conn tiss:-0.059 Newborn Diagnosis:9ccs223:Birth trauma:-0.057 Diagnosis:9ccs98:HTN:0.051 Newborn Diagnosis:9ccs55:Fluid/elc dx:-0.051 Diagnosis:9ccs208:Acq foot def:-0.051 Vital: Ht-avg13to16 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1287 | OR_unadj: 1.259 [0.991 1.601] | indivs AUC:0.568 Correlated most with: Diagnosis:9ccs240:Burns:0.087 Newborn Diagnosis:9ccs219:Low birth wt:-0.078 Diagnosis:9ccs133:Oth low resp:0.071 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.063 Diagnosis:9ccs200:Oth skin dx:0.061 Diagnosis:9ccs256:Exam/eval:0.061 Diagnosis:9ccs216:Nerv cong an:-0.059 Newborn Diagnosis:9ccs253:Allergy:-0.059 Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.058 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.058 * Vital: Wt for Len Percentile-avg5to7 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1198 | OR_unadj: 2.078 [1.634 2.643] | indivs AUC:0.619 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.091 Diagnosis:9ccs95:Oth nerv dx:-0.078 Newborn Diagnosis:9ccs191:Amnios dx:0.076 Diagnosis:9ccs204:Ot joint dx:0.071 Diagnosis:9ccs128:Asthma:0.070 Diagnosis:9ccs59:Anemia:0.062 Diagnosis:9ccs224:Ot perint dx:-0.061 Diagnosis:9ccs92:Otitis media:0.058 Newborn Diagnosis:9ccs47:Ot bnign neo:0.054 Diagnosis:9ccs246:FUO:0.052 * Vital: Ht-avg16to19 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1291 | OR_unadj: 1.538 [1.221 1.939] | indivs AUC:0.568 Correlated most with: Diagnosis:9ccs147:Anal/rectal:0.075 Newborn Diagnosis:9ccs219:Low birth wt:-0.072 Diagnosis:9ccs245:Syncope:-0.069 Newborn Diagnosis:9ccs224:Ot perint dx:0.067 Diagnosis:9ccs105:Conduction:0.064 Lab:323854 CULTURE FECES - Sunrise:0.059 Diagnosis:9ccs251:Abdomnl pain:0.058 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.058 Diagnosis:9ccs120:Hemmorhoids:0.053 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.053 * Vital: HC-avg7to10 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1119 | OR_unadj: 1.386 [1.102 1.744] | indivs AUC:0.563 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.084 Lab:297262 HEMOGLOBIN (HEMOCUE):0.083 Diagnosis:9ccs232:Sprain:0.074 Diagnosis:9ccs75:Hx mental dx:0.073 Diagnosis:9ccs2603:E Codes: Fall:0.070 Diagnosis:9ccs245:Syncope:-0.069 Diagnosis:9ccs209:Ot acq defor:0.061 Newborn Diagnosis:9ccs221:Resp distres:-0.058 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.057 Diagnosis:9ccs127:COPD:0.055 * Vital: Wt for Len Percentile-avg7to10 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1339 | OR_unadj: 2.266 [1.799 2.853] | indivs AUC:0.670 Correlated most with: Diagnosis:9ccs128:Asthma:0.084 Diagnosis:9ccs95:Oth nerv dx:-0.083 Diagnosis:9ccs125:Bronchitis:0.077 MatDeliveryAge:-0.073 Newborn Diagnosis:9ccs191:Amnios dx:0.068 Diagnosis:9ccs143:Abdom hernia:0.066 Diagnosis:9ccs8:Oth infectns:-0.057 Diagnosis:9ccs138:Esophgeal dx:-0.055 Diagnosis:9ccs122:Pneumonia:0.053 Diagnosis:9ccs137:Mouth dx:-0.052 Vital: Wt Percentile-gain16to24 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 963 | OR_unadj: 0.991 [0.728 1.347] | indivs AUC:0.550 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.089 Number of Visits:-0.084 Diagnosis:9ccs115:Aneurysm:-0.082 Newborn Diagnosis:9ccs47:Ot bnign neo:-0.082 Diagnosis:9ccs143:Abdom hernia:-0.079 Diagnosis:9ccs4:Mycoses:-0.071 Diagnosis:9ccs181:Ot preg comp:0.071 Diagnosis:9ccs135:Intest infct:-0.070 Diagnosis:9ccs127:COPD:-0.064 Diagnosis:9ccs136:Teeth dx:-0.056 Diagnosis:9ccs94:Other ear dx | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 166 | OR_unadj: 1.404 [0.979 2.013] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs94:Other ear dx:1.000 Number of Visits:0.257 Diagnosis:9ccs74:Ot mentl cnd:0.205 Diagnosis:9ccs113:Late eff CVD:0.198 Diagnosis:9ccs92:Otitis media:0.119 Diagnosis:9ccs126:Ot up rsp in:0.101 Diagnosis:9ccs95:Oth nerv dx:0.101 Diagnosis:9ccs127:COPD:0.084 Diagnosis:9ccs7:Viral infect:0.080 Diagnosis:9ccs257:Ot aftercare:0.078 * Vital: HC-avg16to19 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 933 | OR_unadj: 1.456 [1.141 1.858] | indivs AUC:0.601 Correlated most with: Diagnosis:9ccs216:Nerv cong an:-0.103 Lab:297262 HEMOGLOBIN (HEMOCUE):0.093 Diagnosis:9ccs143:Abdom hernia:0.078 Diagnosis:9ccs70:Schizo/rl dx:0.074 Newborn Diagnosis:9ccs224:Ot perint dx:0.073 MatDeliveryAge:0.068 Diagnosis:9ccs221:Resp distres:-0.066 Diagnosis:9ccs59:Anemia:-0.065 Lab:294048 STOOL CULTURE - LMC:-0.063 Diagnosis:9ccs253:Allergy:0.060 * Vital: Wt Change-avg16to19 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 716 | OR_unadj: 1.806 [1.349 2.418] | indivs AUC:0.529 Correlated most with: Number of Visits:-0.170 Diagnosis:9ccs92:Otitis media:-0.130 Diagnosis:9ccs239:Superfic inj:-0.097 Diagnosis:9ccs125:Bronchitis:-0.097 Diagnosis:9ccs7:Viral infect:-0.097 Diagnosis:9ccs128:Asthma:-0.090 Diagnosis:9ccs257:Ot aftercare:-0.086 Diagnosis:9ccs126:Ot up rsp in:-0.086 Diagnosis:9ccs133:Oth low resp:-0.083 Diagnosis:9ccs2603:E Codes: Fall:-0.080 Vital: HC-avg13to16 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 973 | OR_unadj: 1.129 [0.890 1.433] | indivs AUC:0.554 Correlated most with: Lab:297262 HEMOGLOBIN (HEMOCUE):0.082 Diagnosis:9ccs143:Abdom hernia:0.073 Newborn Diagnosis:9ccs224:Ot perint dx:0.068 Diagnosis:9ccs229:Fx arm:0.067 Diagnosis:9ccs62:Coag/hemr dx:0.066 Diagnosis:9ccs76:Meningitis:-0.063 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.059 Diagnosis:9ccs70:Schizo/rl dx:0.059 Lab:294048 STOOL CULTURE - LMC:-0.059 Diagnosis:9ccs209:Ot acq defor:0.055 * Vital: Ht-avg19to24 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1391 | OR_unadj: 1.584 [1.262 1.987] | indivs AUC:0.584 Correlated most with: Diagnosis:9ccs242:Poisn ot med:-0.075 Diagnosis:9ccs127:COPD:0.072 Diagnosis:9ccs55:Fluid/elc dx:-0.071 Newborn Diagnosis:9ccs224:Ot perint dx:0.062 Newborn Diagnosis:9ccs219:Low birth wt:-0.061 Diagnosis:9ccs133:Oth low resp:0.061 Diagnosis:9ccs62:Coag/hemr dx:-0.060 Diagnosis:9ccs147:Anal/rectal:0.060 Diagnosis:9ccs253:Allergy:0.059 Diagnosis:9ccs229:Fx arm:0.058 Vital: RR-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 795 | OR_unadj: 1.214 [0.892 1.653] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs188:Pelvic obstr:0.100 Diagnosis:9ccs254:Rehab:0.086 Diagnosis:9ccs151:Oth liver dx:0.083 Diagnosis:9ccs92:Otitis media:-0.078 Diagnosis:9ccs125:Bronchitis:0.069 Diagnosis:9ccs127:COPD:-0.064 Diagnosis:9ccs61:Sickle cell:0.064 Diagnosis:9ccs124:Tonsillitis:-0.063 Diagnosis:9ccs123:Influenza:0.063 Diagnosis:9ccs70:Schizo/rl dx:-0.062 Vital: Wt Percentile-gain5to10 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 574 | OR_unadj: 0.822 [0.563 1.199] | indivs AUC:0.524 Correlated most with: Diagnosis:9ccs61:Sickle cell:-0.103 Diagnosis:9ccs92:Otitis media:0.091 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.086 Diagnosis:9ccs125:Bronchitis:0.078 Lab:292147 TSH - Sunrise:-0.074 Diagnosis:9ccs98:HTN:0.068 Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.061 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.061 Diagnosis:9ccs257:Ot aftercare:0.059 Newborn Diagnosis:9ccs95:Oth nerv dx:0.058 Vital: Ht Percentile-gain3to7 | coef 0.001 95% CI: [0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 514 | OR_unadj: 0.967 [0.692 1.353] | indivs AUC:0.509 Correlated most with: Newborn Diagnosis:9ccs166:Oth male gen:0.094 Lab:294199 BILIRUBIN SCAN - LMC:0.094 Diagnosis:9ccs154:Gastroent:-0.076 Diagnosis:9ccs48:Thyroid dsor:-0.070 Diagnosis:9ccs83:Epilepsy/cnv:0.058 Diagnosis:9ccs200:Oth skin dx:-0.052 Diagnosis:9ccs64:Ot hematl dx:0.051 Diagnosis:9ccs215:gu cong anom:-0.050 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.049 Diagnosis:9ccs141:Ot dx stomch:-0.048 Diagnosis:9ccs255:Social admin | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1667 | OR_unadj: 1.120 [0.650 1.932] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs255:Social admin:1.000 Diagnosis:9ccs10:Immuniz/scrn:0.472 Diagnosis:9ccs126:Ot up rsp in:0.356 Diagnosis:9ccs92:Otitis media:0.205 Diagnosis:9ccs253:Allergy:0.198 Diagnosis:9ccs257:Ot aftercare:0.197 Diagnosis:9ccs7:Viral infect:0.189 Number of Visits:0.139 Diagnosis:9ccs125:Bronchitis:0.138 Diagnosis:9ccs135:Intest infct:0.136 * Vital: Ht-gain0to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1385 | OR_unadj: 1.531 [1.220 1.920] | indivs AUC:0.572 Correlated most with: Diagnosis:9ccs242:Poisn ot med:-0.075 Diagnosis:9ccs127:COPD:0.070 Diagnosis:9ccs55:Fluid/elc dx:-0.070 Diagnosis:9ccs147:Anal/rectal:0.062 Newborn Diagnosis:9ccs224:Ot perint dx:0.062 Diagnosis:9ccs62:Coag/hemr dx:-0.060 Diagnosis:9ccs133:Oth low resp:0.059 Diagnosis:9ccs253:Allergy:0.058 Diagnosis:9ccs229:Fx arm:0.058 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.057 * Vital: Ht Percentile-avg16to19 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 747 | OR_unadj: 1.399 [1.073 1.825] | indivs AUC:0.547 Correlated most with: Diagnosis:9ccs147:Anal/rectal:0.072 Diagnosis:9ccs223:Birth trauma:0.069 Diagnosis:9ccs229:Fx arm:0.068 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.065 Diagnosis:9ccs105:Conduction:0.064 Diagnosis:9ccs208:Acq foot def:0.064 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.064 Diagnosis:9ccs120:Hemmorhoids:0.064 Diagnosis:9ccs239:Superfic inj:-0.061 Lab:323854 CULTURE FECES - Sunrise:0.060 Vital: Ht Percentile-gain10to16 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 760 | OR_unadj: 0.965 [0.731 1.274] | indivs AUC:0.544 Correlated most with: Diagnosis:9ccs0:No DX:0.103 Diagnosis:9ccs105:Conduction:0.092 Diagnosis:9ccs230:Fx leg:-0.075 Diagnosis:9ccs228:Fx skull fac:0.074 Diagnosis:9ccs167:Breast dx:0.074 Lab:294199 BILIRUBIN SCAN - LMC:-0.071 Lab:292495 LEAD LEVEL - Sunrise:0.069 Diagnosis:9ccs51:Ot endo dsor:-0.065 Diagnosis:9ccs222:Perint jaund:-0.061 Diagnosis:9ccs72:Anxiety dx:0.061 Vital: Wt Percentile-gain10to16 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 742 | OR_unadj: 0.895 [0.668 1.200] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs0:No DX:0.147 Diagnosis:9ccs230:Fx leg:-0.093 Diagnosis:9ccs105:Conduction:0.091 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.084 Lab:292495 LEAD LEVEL - Sunrise:0.083 Lab:294199 BILIRUBIN SCAN - LMC:-0.075 Diagnosis:9ccs92:Otitis media:0.070 Diagnosis:9ccs219:Low birth wt:0.064 Diagnosis:9ccs72:Anxiety dx:0.064 Diagnosis:9ccs98:HTN:-0.063 Newborn Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 184 | OR_unadj: 1.088 [0.758 1.563] | indivs AUC:0.503 Correlated most with: Newborn Diagnosis:9ccs222:Perint jaund:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.329 Newborn Diagnosis:9ccs256:Exam/eval:0.269 Diagnosis:9ccs219:Low birth wt:0.213 Newborn Diagnosis:9ccs253:Allergy:0.185 Newborn Diagnosis:9ccs221:Resp distres:0.144 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.121 Newborn Diagnosis:9ccs224:Ot perint dx:0.121 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.112 Diagnosis:9ccs222:Perint jaund:0.108 * Vital: Ht Percentile-gain0to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 926 | OR_unadj: 1.596 [1.246 2.043] | indivs AUC:0.590 Correlated most with: Diagnosis:9ccs229:Fx arm:0.084 Diagnosis:9ccs136:Teeth dx:-0.075 Diagnosis:9ccs59:Anemia:-0.074 Diagnosis:9ccs147:Anal/rectal:0.061 Diagnosis:9ccs212:Ot bone dx:-0.061 Diagnosis:9ccs120:Hemmorhoids:0.060 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.060 Diagnosis:9ccs243:Poisn nonmed:-0.056 Diagnosis:9ccs105:Conduction:0.056 Newborn Diagnosis:9ccs223:Birth trauma:0.056 * Vital: Ht Percentile-avg10to13 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 660 | OR_unadj: 1.758 [1.345 2.298] | indivs AUC:0.555 Correlated most with: Diagnosis:9ccs223:Birth trauma:0.096 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.089 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.080 Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.080 Newborn Diagnosis:9ccs223:Birth trauma:0.075 Newborn Diagnosis:9ccs219:Low birth wt:-0.069 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.069 Diagnosis:9ccs56:Cystic fibro:-0.066 Newborn Diagnosis:9ccs97:Carditis:-0.066 Newborn Diagnosis:9ccs104:Oth heart dx:-0.066 Vital: HR-avg10to13 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 456 | OR_unadj: 1.345 [0.952 1.900] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs129:Asp pneumon:0.094 Diagnosis:9ccs244:Other injury:-0.076 Diagnosis:9ccs159:UTI:0.068 Diagnosis:9ccs58:Ot nutrit dx:0.066 Diagnosis:9ccs7:Viral infect:0.056 Diagnosis:9ccs106:Dysrhythmia:0.056 Diagnosis:9ccs92:Otitis media:0.056 Diagnosis:9ccs151:Oth liver dx:0.050 Newborn Diagnosis:9ccs133:Oth low resp:0.050 Diagnosis:9ccs162:Ot dx bladdr:-0.049 * Vital: Ht Percentile-avg19to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 931 | OR_unadj: 1.595 [1.246 2.040] | indivs AUC:0.596 Correlated most with: Diagnosis:9ccs229:Fx arm:0.084 Diagnosis:9ccs136:Teeth dx:-0.078 Diagnosis:9ccs59:Anemia:-0.076 Diagnosis:9ccs212:Ot bone dx:-0.061 Diagnosis:9ccs120:Hemmorhoids:0.060 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.060 Diagnosis:9ccs147:Anal/rectal:0.058 Diagnosis:9ccs243:Poisn nonmed:-0.058 Newborn Diagnosis:9ccs223:Birth trauma:0.056 Diagnosis:9ccs105:Conduction:0.056 Vital: HR-avg19to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 455 | OR_unadj: 1.253 [0.883 1.777] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs167:Breast dx:0.082 Lab:294199 BILIRUBIN SCAN - LMC:0.081 Diagnosis:9ccs251:Abdomnl pain:-0.069 Diagnosis:9ccs259:Unclassified:0.066 Diagnosis:9ccs70:Schizo/rl dx:-0.066 Diagnosis:9ccs212:Ot bone dx:-0.060 Lab:306854 PLATELET COUNT - Sunrise:0.058 Diagnosis:9ccs89:Blindness:-0.056 Diagnosis:9ccs145:Int obstruct:-0.051 Diagnosis:9ccs238:Complic proc:0.049 * Vital: Wt Percentile-avg10to13 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 638 | OR_unadj: 1.802 [1.392 2.332] | indivs AUC:0.586 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:-0.093 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.087 Newborn Diagnosis:9ccs191:Amnios dx:0.083 Diagnosis:9ccs136:Teeth dx:-0.082 Diagnosis:9ccs129:Asp pneumon:-0.078 Diagnosis:9ccs155:Other GI dx:-0.075 Newborn Diagnosis:9ccs239:Superfic inj:-0.072 Newborn Diagnosis:9ccs97:Carditis:-0.072 Newborn Diagnosis:9ccs104:Oth heart dx:-0.072 Diagnosis:9ccs214:GI cong anom:-0.071 * Vital: HC-gain0to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 920 | OR_unadj: 1.672 [1.308 2.137] | indivs AUC:0.604 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:0.085 Diagnosis:9ccs214:GI cong anom:-0.083 Diagnosis:9ccs229:Fx arm:0.072 Diagnosis:9ccs245:Syncope:-0.067 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.066 Diagnosis:9ccs61:Sickle cell:0.063 Diagnosis:9ccs251:Abdomnl pain:-0.057 Diagnosis:9ccs143:Abdom hernia:0.056 Newborn Diagnosis:9ccs224:Ot perint dx:0.056 Diagnosis:9ccs105:Conduction:0.054 Diagnosis:9ccs253:Allergy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 857 | OR_unadj: 1.042 [0.831 1.306] | indivs AUC:0.448 Correlated most with: Diagnosis:9ccs253:Allergy:1.000 Number of Visits:0.299 Diagnosis:9ccs200:Oth skin dx:0.229 Diagnosis:9ccs126:Ot up rsp in:0.198 Diagnosis:9ccs255:Social admin:0.198 Diagnosis:9ccs10:Immuniz/scrn:0.198 Diagnosis:9ccs198:Ot infl skin:0.187 Diagnosis:9ccs155:Other GI dx:0.183 Diagnosis:9ccs7:Viral infect:0.174 Diagnosis:9ccs257:Ot aftercare:0.174 * Vital: HC-avg19to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 933 | OR_unadj: 1.593 [1.247 2.034] | indivs AUC:0.601 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:0.085 Diagnosis:9ccs214:GI cong anom:-0.082 Diagnosis:9ccs229:Fx arm:0.072 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.066 Diagnosis:9ccs245:Syncope:-0.066 Diagnosis:9ccs61:Sickle cell:0.065 Diagnosis:9ccs143:Abdom hernia:0.064 Diagnosis:9ccs251:Abdomnl pain:-0.056 Newborn Diagnosis:9ccs224:Ot perint dx:0.056 Diagnosis:9ccs137:Mouth dx:-0.054 * Vital: Wt Percentile-avg7to10 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 536 | OR_unadj: 1.504 [1.134 1.995] | indivs AUC:0.544 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:-0.097 Diagnosis:9ccs138:Esophgeal dx:-0.096 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.095 Newborn Diagnosis:9ccs191:Amnios dx:0.092 Diagnosis:9ccs129:Asp pneumon:-0.082 Diagnosis:9ccs155:Other GI dx:-0.082 Lab:323854 CULTURE FECES - Sunrise:0.079 Newborn Diagnosis:9ccs47:Ot bnign neo:0.076 Diagnosis:9ccs223:Birth trauma:0.075 Diagnosis:9ccs219:Low birth wt:-0.074 Vital: HR-avg7to10 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 429 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.558 Correlated most with: Diagnosis:9ccs63:Wht blood dx:0.088 Diagnosis:9ccs127:COPD:-0.082 Diagnosis:9ccs125:Bronchitis:0.061 Newborn Diagnosis:9ccs155:Other GI dx:-0.058 Diagnosis:9ccs200:Oth skin dx:0.058 Diagnosis:9ccs134:Ot uppr resp:-0.056 Diagnosis:9ccs7:Viral infect:0.056 Diagnosis:9ccs224:Ot perint dx:-0.054 Diagnosis:9ccs109:Acute CVD:-0.053 Diagnosis:9ccs76:Meningitis:-0.052 Diagnosis:9ccs7:Viral infect | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 797 | OR_unadj: 0.878 [0.699 1.102] | indivs AUC:0.449 Correlated most with: Diagnosis:9ccs7:Viral infect:1.000 Number of Visits:0.408 Diagnosis:9ccs126:Ot up rsp in:0.270 Diagnosis:9ccs10:Immuniz/scrn:0.243 Diagnosis:9ccs257:Ot aftercare:0.225 Diagnosis:9ccs125:Bronchitis:0.219 Diagnosis:9ccs92:Otitis media:0.216 Diagnosis:9ccs200:Oth skin dx:0.216 Diagnosis:9ccs155:Other GI dx:0.202 Diagnosis:9ccs255:Social admin:0.189 Vital: Ht Percentile-avg13to16 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 661 | OR_unadj: 1.285 [0.973 1.695] | indivs AUC:0.545 Correlated most with: Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.088 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.088 Newborn Diagnosis:9ccs223:Birth trauma:0.074 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.066 Lab:323854 CULTURE FECES - Sunrise:0.065 Diagnosis:9ccs120:Hemmorhoids:0.064 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.064 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.064 Newborn Diagnosis:9ccs253:Allergy:-0.064 Newborn Diagnosis:9ccs97:Carditis:-0.063 Vital: Wt Change-avg10to13 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 616 | OR_unadj: 1.170 [0.832 1.646] | indivs AUC:0.539 Correlated most with: Number of Visits:-0.133 Diagnosis:9ccs92:Otitis media:-0.114 Diagnosis:9ccs257:Ot aftercare:-0.091 Diagnosis:9ccs125:Bronchitis:-0.090 Diagnosis:9ccs126:Ot up rsp in:-0.080 Diagnosis:9ccs128:Asthma:-0.072 Diagnosis:9ccs166:Oth male gen:-0.069 Diagnosis:9ccs113:Late eff CVD:-0.068 Diagnosis:9ccs122:Pneumonia:-0.065 Diagnosis:9ccs7:Viral infect:-0.063 * Vital: HR-avg5to7 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 318 | OR_unadj: 2.013 [1.408 2.877] | indivs AUC:0.546 Correlated most with: Diagnosis:9ccs221:Resp distres:0.164 Diagnosis:9ccs228:Fx skull fac:0.125 Diagnosis:9ccs44:Neoplsm unsp:-0.084 Diagnosis:9ccs231:Oth fracture:0.084 Diagnosis:9ccs117:Ot circul dx:-0.077 Diagnosis:9ccs213:Cardiac anom:-0.075 Diagnosis:9ccs125:Bronchitis:0.071 Diagnosis:9ccs115:Aneurysm:-0.068 Diagnosis:9ccs48:Thyroid dsor:0.066 Newborn Diagnosis:9ccs97:Carditis:-0.064 * Vital: Ht Percentile-gain7to13 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 690 | OR_unadj: 1.479 [1.110 1.972] | indivs AUC:0.576 Correlated most with: Lab:294048 STOOL CULTURE - LMC:0.094 Diagnosis:9ccs229:Fx arm:0.086 Lab:292495 LEAD LEVEL - Sunrise:-0.080 Newborn Diagnosis:9ccs136:Teeth dx:-0.079 Diagnosis:9ccs231:Oth fracture:0.079 Diagnosis:9ccs230:Fx leg:0.073 Newborn Diagnosis:9ccs220:Birth asphyx:-0.064 Diagnosis:9ccs62:Coag/hemr dx:-0.054 Diagnosis:9ccs151:Oth liver dx:-0.051 Diagnosis:9ccs258:Other screen:-0.051 Vital: HR-avg13to16 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 418 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.481 Correlated most with: Diagnosis:9ccs228:Fx skull fac:0.156 Newborn Diagnosis:9ccs252:Fatigue:0.087 Newborn Diagnosis:9ccs220:Birth asphyx:0.083 Diagnosis:9ccs10:Immuniz/scrn:0.070 Diagnosis:9ccs214:GI cong anom:-0.065 Diagnosis:9ccs74:Ot mentl cnd:-0.061 Diagnosis:9ccs231:Oth fracture:0.058 Diagnosis:9ccs229:Fx arm:-0.056 Diagnosis:9ccs92:Otitis media:0.054 Lab:292495 LEAD LEVEL - Sunrise:-0.053 Vital: Wt Percentile-gain7to13 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 663 | OR_unadj: 1.165 [0.818 1.659] | indivs AUC:0.568 Correlated most with: Diagnosis:9ccs258:Other screen:-0.104 Diagnosis:9ccs72:Anxiety dx:-0.097 Diagnosis:9ccs230:Fx leg:0.093 Diagnosis:9ccs229:Fx arm:0.090 Diagnosis:9ccs231:Oth fracture:0.086 Newborn Diagnosis:9ccs68:Senil/org mn:0.084 Diagnosis:9ccs151:Oth liver dx:-0.080 Diagnosis:9ccs239:Superfic inj:-0.076 Diagnosis:9ccs198:Ot infl skin:-0.068 Diagnosis:9ccs51:Ot endo dsor:0.066 Vital: Ht Percentile-gain5to10 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 590 | OR_unadj: 0.909 [0.659 1.253] | indivs AUC:0.501 Correlated most with: Newborn Diagnosis:9ccs252:Fatigue:-0.083 Lab:294048 STOOL CULTURE - LMC:-0.078 Diagnosis:9ccs72:Anxiety dx:-0.076 Newborn Diagnosis:9ccs223:Birth trauma:0.074 Diagnosis:9ccs2620:E Codes: Unspecified:-0.071 Diagnosis:9ccs214:GI cong anom:-0.065 Diagnosis:9ccs9:Sexual Infxs:-0.063 Newborn Diagnosis:9ccs191:Amnios dx:-0.062 Lab:292495 LEAD LEVEL - Sunrise:0.057 Diagnosis:9ccs243:Poisn nonmed:0.055 Vital: Ht Percentile-avg5to7 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 474 | OR_unadj: 1.174 [0.856 1.610] | indivs AUC:0.517 Correlated most with: Diagnosis:9ccs117:Ot circul dx:-0.088 Diagnosis:9ccs219:Low birth wt:-0.082 Newborn Diagnosis:9ccs217:Ot cong anom:0.081 Diagnosis:9ccs223:Birth trauma:0.074 Newborn Diagnosis:9ccs239:Superfic inj:-0.072 Newborn Diagnosis:9ccs104:Oth heart dx:-0.072 Newborn Diagnosis:9ccs97:Carditis:-0.072 Diagnosis:9ccs162:Ot dx bladdr:0.072 Diagnosis:9ccs48:Thyroid dsor:-0.071 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.069 Vital: Wt Change-avg7to10 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 504 | OR_unadj: 0.896 [0.600 1.337] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs92:Otitis media:-0.126 Number of Visits:-0.120 Diagnosis:9ccs125:Bronchitis:-0.100 Diagnosis:9ccs166:Oth male gen:-0.085 Diagnosis:9ccs257:Ot aftercare:-0.084 Diagnosis:9ccs128:Asthma:-0.082 Diagnosis:9ccs7:Viral infect:-0.073 Diagnosis:9ccs122:Pneumonia:-0.066 Diagnosis:9ccs126:Ot up rsp in:-0.063 Diagnosis:9ccs59:Anemia:-0.062 Vital: Ht Percentile-avg3to5 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 407 | OR_unadj: 1.123 [0.792 1.592] | indivs AUC:0.524 Correlated most with: Diagnosis:9ccs223:Birth trauma:0.105 Newborn Diagnosis:9ccs219:Low birth wt:-0.084 Diagnosis:9ccs162:Ot dx bladdr:0.084 Newborn Diagnosis:9ccs97:Carditis:-0.079 Newborn Diagnosis:9ccs104:Oth heart dx:-0.079 Newborn Diagnosis:9ccs239:Superfic inj:-0.079 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.078 Diagnosis:9ccs215:gu cong anom:0.077 Lab:323854 CULTURE FECES - Sunrise:0.074 Diagnosis:9ccs120:Hemmorhoids:0.072 Diagnosis:9ccs74:Ot mentl cnd | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 204 | OR_unadj: 0.817 [0.565 1.182] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs74:Ot mentl cnd:1.000 Diagnosis:9ccs113:Late eff CVD:0.219 Diagnosis:9ccs94:Other ear dx:0.205 Number of Visits:0.187 Diagnosis:9ccs95:Oth nerv dx:0.179 Diagnosis:9ccs10:Immuniz/scrn:0.122 Diagnosis:9ccs70:Schizo/rl dx:0.093 Diagnosis:9ccs126:Ot up rsp in:0.089 Diagnosis:9ccs216:Nerv cong an:0.078 Diagnosis:9ccs223:Birth trauma:0.074 Vital: Wt Change-avg13to16 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 626 | OR_unadj: 0.825 [0.577 1.179] | indivs AUC:0.528 Correlated most with: Number of Visits:-0.162 Diagnosis:9ccs61:Sickle cell:0.136 Lab:294199 BILIRUBIN SCAN - LMC:-0.120 Diagnosis:9ccs92:Otitis media:-0.111 Diagnosis:9ccs125:Bronchitis:-0.087 Diagnosis:9ccs126:Ot up rsp in:-0.087 Diagnosis:9ccs257:Ot aftercare:-0.081 Diagnosis:9ccs7:Viral infect:-0.067 Newborn Diagnosis:9ccs223:Birth trauma:0.064 Diagnosis:9ccs122:Pneumonia:-0.063 Vital: HR-avg16to19 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 366 | OR_unadj: 1.321 [0.899 1.943] | indivs AUC:0.492 Correlated most with: Diagnosis:9ccs231:Oth fracture:0.137 Diagnosis:9ccs2619:e codes: other specified- nec:0.116 Diagnosis:9ccs228:Fx skull fac:0.098 Diagnosis:9ccs125:Bronchitis:0.084 Newborn Diagnosis:9ccs217:Ot cong anom:0.083 Diagnosis:9ccs217:Ot cong anom:0.074 Diagnosis:9ccs247:Lymph enlarg:-0.073 Diagnosis:9ccs61:Sickle cell:0.067 Lab:294199 BILIRUBIN SCAN - LMC:0.067 Diagnosis:9ccs259:Unclassified:0.066 Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1428 | OR_unadj: 0.961 [0.720 1.284] | indivs AUC:0.455 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:1.000 Diagnosis:9ccs255:Social admin:0.472 Diagnosis:9ccs126:Ot up rsp in:0.309 Number of Visits:0.260 Diagnosis:9ccs7:Viral infect:0.243 Diagnosis:9ccs257:Ot aftercare:0.212 Diagnosis:9ccs92:Otitis media:0.200 Diagnosis:9ccs253:Allergy:0.198 Diagnosis:9ccs125:Bronchitis:0.161 Diagnosis:9ccs90:Eye infectn:0.151 Diagnosis:9ccs126:Ot up rsp in | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1288 | OR_unadj: 0.968 [0.750 1.249] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:1.000 Number of Visits:0.440 Diagnosis:9ccs92:Otitis media:0.369 Diagnosis:9ccs255:Social admin:0.356 Diagnosis:9ccs10:Immuniz/scrn:0.309 Diagnosis:9ccs257:Ot aftercare:0.279 Diagnosis:9ccs7:Viral infect:0.270 Diagnosis:9ccs125:Bronchitis:0.250 Diagnosis:9ccs90:Eye infectn:0.206 Diagnosis:9ccs253:Allergy:0.198 Diagnosis:9ccs135:Intest infct | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 470 | OR_unadj: 1.188 [0.925 1.525] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs135:Intest infct:1.000 Number of Visits:0.295 Diagnosis:9ccs126:Ot up rsp in:0.182 Diagnosis:9ccs257:Ot aftercare:0.171 Diagnosis:9ccs7:Viral infect:0.168 Diagnosis:9ccs125:Bronchitis:0.167 Diagnosis:9ccs92:Otitis media:0.154 Diagnosis:9ccs10:Immuniz/scrn:0.145 Diagnosis:9ccs255:Social admin:0.136 Diagnosis:9ccs155:Other GI dx:0.131 Diagnosis:9ccs257:Ot aftercare | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 783 | OR_unadj: 0.992 [0.790 1.245] | indivs AUC:0.459 Correlated most with: Diagnosis:9ccs257:Ot aftercare:1.000 Number of Visits:0.371 Diagnosis:9ccs125:Bronchitis:0.288 Diagnosis:9ccs126:Ot up rsp in:0.279 Diagnosis:9ccs92:Otitis media:0.273 Diagnosis:9ccs7:Viral infect:0.225 Diagnosis:9ccs10:Immuniz/scrn:0.212 Diagnosis:9ccs255:Social admin:0.197 Diagnosis:9ccs128:Asthma:0.189 Diagnosis:9ccs122:Pneumonia:0.182 Vital: Ht Percentile-avg7to10 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 538 | OR_unadj: 1.276 [0.951 1.712] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs117:Ot circul dx:-0.084 Diagnosis:9ccs219:Low birth wt:-0.084 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.080 Diagnosis:9ccs223:Birth trauma:0.077 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.075 Newborn Diagnosis:9ccs224:Ot perint dx:0.070 Newborn Diagnosis:9ccs253:Allergy:-0.068 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.067 Diagnosis:9ccs120:Hemmorhoids:0.067 Newborn Diagnosis:9ccs166:Oth male gen:0.061 Diagnosis:9ccs92:Otitis media | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 817 | OR_unadj: 1.012 [0.807 1.269] | indivs AUC:0.464 Correlated most with: Diagnosis:9ccs92:Otitis media:1.000 Number of Visits:0.404 Diagnosis:9ccs126:Ot up rsp in:0.369 Diagnosis:9ccs257:Ot aftercare:0.273 Diagnosis:9ccs128:Asthma:0.232 Diagnosis:9ccs125:Bronchitis:0.230 Diagnosis:9ccs7:Viral infect:0.216 Diagnosis:9ccs255:Social admin:0.205 Diagnosis:9ccs90:Eye infectn:0.204 Diagnosis:9ccs10:Immuniz/scrn:0.200 Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 225 | OR_unadj: 0.925 [0.656 1.303] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs222:Perint jaund:1.000 Diagnosis:9ccs151:Oth liver dx:0.181 Newborn Diagnosis:9ccs222:Perint jaund:0.108 Lab:294203 BILIRUBIN TOTAL - LMC:-0.101 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.077 Diagnosis:9ccs224:Ot perint dx:0.073 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.068 Diagnosis:9ccs231:Oth fracture:0.067 Diagnosis:9ccs238:Complic proc:0.067 Diagnosis:9ccs55:Fluid/elc dx:0.066 Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 466 | OR_unadj: 0.954 [0.738 1.234] | indivs AUC:0.485 Correlated most with: Diagnosis:9ccs155:Other GI dx:1.000 Number of Visits:0.323 Diagnosis:9ccs7:Viral infect:0.202 Diagnosis:9ccs154:Gastroent:0.191 Diagnosis:9ccs253:Allergy:0.183 Diagnosis:9ccs133:Oth low resp:0.172 Diagnosis:9ccs126:Ot up rsp in:0.171 Diagnosis:9ccs200:Oth skin dx:0.168 Diagnosis:9ccs257:Ot aftercare:0.152 Diagnosis:9ccs10:Immuniz/scrn:0.146 * Vital: Wt Percentile-avg5to7 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 462 | OR_unadj: 1.576 [1.167 2.127] | indivs AUC:0.533 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.101 Newborn Diagnosis:9ccs217:Ot cong anom:0.098 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.092 Lab:323854 CULTURE FECES - Sunrise:0.085 Diagnosis:9ccs205:Back problem:0.083 Diagnosis:9ccs138:Esophgeal dx:-0.081 Newborn Diagnosis:9ccs47:Ot bnign neo:0.079 Newborn Diagnosis:9ccs97:Carditis:-0.078 Newborn Diagnosis:9ccs104:Oth heart dx:-0.078 Newborn Diagnosis:9ccs239:Superfic inj:-0.078 Diagnosis:9ccs90:Eye infectn | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 443 | OR_unadj: 1.060 [0.819 1.372] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs90:Eye infectn:1.000 Number of Visits:0.288 Diagnosis:9ccs126:Ot up rsp in:0.206 Diagnosis:9ccs92:Otitis media:0.204 Diagnosis:9ccs7:Viral infect:0.180 Diagnosis:9ccs125:Bronchitis:0.175 Diagnosis:9ccs91:Other eye dx:0.173 Diagnosis:9ccs10:Immuniz/scrn:0.151 Diagnosis:9ccs257:Ot aftercare:0.148 Diagnosis:9ccs155:Other GI dx:0.131 Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 507 | OR_unadj: 0.895 [0.695 1.152] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs200:Oth skin dx:1.000 Number of Visits:0.249 Diagnosis:9ccs253:Allergy:0.229 Diagnosis:9ccs7:Viral infect:0.216 Diagnosis:9ccs239:Superfic inj:0.169 Diagnosis:9ccs155:Other GI dx:0.168 Diagnosis:9ccs198:Ot infl skin:0.160 Diagnosis:9ccs126:Ot up rsp in:0.151 Diagnosis:9ccs10:Immuniz/scrn:0.148 Diagnosis:9ccs133:Oth low resp:0.147 Vital: RR-avg10to13 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 258 | OR_unadj: 1.045 [0.647 1.689] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs2:Septicemia:0.099 Diagnosis:9ccs125:Bronchitis:0.074 Diagnosis:9ccs135:Intest infct:0.072 Diagnosis:9ccs47:Ot bnign neo:-0.070 Diagnosis:9ccs7:Viral infect:0.067 Diagnosis:9ccs159:UTI:0.066 Diagnosis:9ccs2620:E Codes: Unspecified:-0.062 Diagnosis:9ccs197:Skin infectn:0.062 Newborn Diagnosis:9ccs133:Oth low resp:-0.060 Diagnosis:9ccs221:Resp distres:0.057 Vital: Wt Percentile-gain3to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.001] | occ: 491 | OR_unadj: 1.157 [0.795 1.685] | indivs AUC:0.536 Correlated most with: Diagnosis:9ccs181:Ot preg comp:-0.138 Newborn Diagnosis:9ccs220:Birth asphyx:0.098 Diagnosis:9ccs213:Cardiac anom:0.082 Diagnosis:9ccs154:Gastroent:-0.079 Lab:294199 BILIRUBIN SCAN - LMC:0.077 Diagnosis:9ccs2611:E Codes: Natural/environment:0.075 Diagnosis:9ccs72:Anxiety dx:0.070 Diagnosis:9ccs251:Abdomnl pain:0.056 Diagnosis:9ccs125:Bronchitis:-0.056 Diagnosis:9ccs151:Oth liver dx:-0.056 Newborn Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs155:Other GI dx:1.000 Diagnosis:9ccs56:Cystic fibro:0.287 Newborn Diagnosis:9ccs221:Resp distres:0.135 Newborn Diagnosis:9ccs256:Exam/eval:0.091 Newborn Diagnosis:9ccs219:Low birth wt:0.089 Diagnosis:9ccs217:Ot cong anom:0.075 Diagnosis:9ccs95:Oth nerv dx:0.065 Newborn Diagnosis:9ccs222:Perint jaund:0.062 Diagnosis:9ccs213:Cardiac anom:0.059 Diagnosis:9ccs124:Tonsillitis:0.059 * Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 162 | OR_unadj: 1.954 [1.381 2.764] | indivs AUC:0.516 Correlated most with: Diagnosis:9ccs58:Ot nutrit dx:1.000 Number of Visits:0.168 Diagnosis:9ccs155:Other GI dx:0.133 Diagnosis:9ccs52:Nutrit defic:0.130 Diagnosis:9ccs232:Sprain:0.106 Diagnosis:9ccs239:Superfic inj:0.093 Diagnosis:9ccs133:Oth low resp:0.088 Diagnosis:9ccs200:Oth skin dx:0.087 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.087 Diagnosis:9ccs257:Ot aftercare:0.081 * Vital: Wt Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 424 | OR_unadj: 0.622 [0.403 0.960] | indivs AUC:0.467 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:0.096 Newborn Diagnosis:9ccs47:Ot bnign neo:0.092 Lab:306854 PLATELET COUNT - Sunrise:-0.089 Newborn Diagnosis:9ccs191:Amnios dx:0.067 Diagnosis:9ccs106:Dysrhythmia:0.063 Diagnosis:9ccs126:Ot up rsp in:0.061 Newborn Diagnosis:9ccs218:Liveborn:-0.059 Diagnosis:9ccs212:Ot bone dx:-0.056 Diagnosis:9ccs242:Poisn ot med:0.054 Number of Visits:0.054 Vital: RR-avg19to24 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 186 | OR_unadj: 1.215 [0.655 2.254] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs61:Sickle cell:0.135 Newborn Diagnosis:9ccs252:Fatigue:0.132 Diagnosis:9ccs8:Oth infectns:0.094 Diagnosis:9ccs217:Ot cong anom:-0.086 Diagnosis:9ccs125:Bronchitis:0.080 Diagnosis:9ccs59:Anemia:0.071 Diagnosis:9ccs161:Ot dx kidney:0.063 Diagnosis:9ccs2603:E Codes: Fall:0.063 Diagnosis:9ccs159:UTI:0.060 Diagnosis:9ccs239:Superfic inj:0.056 Diagnosis:9ccs4:Mycoses | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 182 | OR_unadj: 1.068 [0.742 1.539] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs4:Mycoses:1.000 Number of Visits:0.185 Diagnosis:9ccs92:Otitis media:0.150 Diagnosis:9ccs200:Oth skin dx:0.133 Diagnosis:9ccs253:Allergy:0.131 Diagnosis:9ccs126:Ot up rsp in:0.128 Diagnosis:9ccs7:Viral infect:0.095 Diagnosis:9ccs155:Other GI dx:0.087 Diagnosis:9ccs76:Meningitis:0.082 Diagnosis:9ccs257:Ot aftercare:0.081 Vital: Wt Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 348 | OR_unadj: 1.343 [0.953 1.892] | indivs AUC:0.493 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.105 Diagnosis:9ccs219:Low birth wt:-0.099 Diagnosis:9ccs138:Esophgeal dx:-0.090 Newborn Diagnosis:9ccs252:Fatigue:0.076 Diagnosis:9ccs181:Ot preg comp:0.075 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.073 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.067 Diagnosis:9ccs120:Hemmorhoids:0.067 Lab:294199 BILIRUBIN SCAN - LMC:-0.065 Diagnosis:9ccs2619:e codes: other specified- nec:0.063 Diagnosis:9ccs197:Skin infectn | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 189 | OR_unadj: 1.047 [0.730 1.501] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs197:Skin infectn:1.000 Number of Visits:0.162 Diagnosis:9ccs239:Superfic inj:0.115 Diagnosis:9ccs10:Immuniz/scrn:0.108 Diagnosis:9ccs253:Allergy:0.105 Diagnosis:9ccs137:Mouth dx:0.104 Diagnosis:9ccs138:Esophgeal dx:0.103 Diagnosis:9ccs200:Oth skin dx:0.103 Diagnosis:9ccs92:Otitis media:0.099 Diagnosis:9ccs7:Viral infect:0.089 Vital: Wt Change-avg5to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 425 | OR_unadj: 1.110 [0.767 1.607] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs125:Bronchitis:-0.121 Number of Visits:-0.114 Diagnosis:9ccs92:Otitis media:-0.106 Diagnosis:9ccs7:Viral infect:-0.086 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.084 Diagnosis:9ccs257:Ot aftercare:-0.078 Diagnosis:9ccs61:Sickle cell:0.077 Diagnosis:9ccs166:Oth male gen:-0.072 Diagnosis:9ccs126:Ot up rsp in:-0.068 Diagnosis:9ccs9:Sexual Infxs:-0.060 Vital: HR-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 273 | OR_unadj: 0.649 [0.397 1.061] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs70:Schizo/rl dx:-0.102 Diagnosis:9ccs9:Sexual Infxs:0.091 Diagnosis:9ccs44:Neoplsm unsp:-0.089 Diagnosis:9ccs230:Fx leg:-0.081 Diagnosis:9ccs224:Ot perint dx:0.077 Number of Visits:0.067 Diagnosis:9ccs135:Intest infct:0.064 Diagnosis:9ccs141:Ot dx stomch:0.063 Diagnosis:9ccs125:Bronchitis:0.060 Diagnosis:9ccs143:Abdom hernia:0.059 Vital: HR-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 265 | OR_unadj: 0.901 [0.585 1.388] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs230:Fx leg:-0.135 Diagnosis:9ccs7:Viral infect:0.104 Diagnosis:9ccs9:Sexual Infxs:0.101 Newborn Diagnosis:9ccs191:Amnios dx:0.090 Newborn Diagnosis:9ccs47:Ot bnign neo:0.081 Diagnosis:9ccs125:Bronchitis:0.076 Diagnosis:9ccs145:Int obstruct:-0.071 Diagnosis:9ccs63:Wht blood dx:0.069 Diagnosis:9ccs122:Pneumonia:0.065 Diagnosis:9ccs147:Anal/rectal:-0.065 Vital: Wt for Len Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 495 | OR_unadj: 1.260 [0.921 1.724] | indivs AUC:0.589 Correlated most with: Diagnosis:9ccs214:GI cong anom:-0.122 Diagnosis:9ccs141:Ot dx stomch:-0.088 Diagnosis:9ccs3:Oth bact inf:-0.076 Lab:294147 FREE T4 - LMC:0.063 Diagnosis:9ccs162:Ot dx bladdr:0.063 Diagnosis:9ccs155:Other GI dx:-0.059 Diagnosis:9ccs48:Thyroid dsor:0.058 Diagnosis:9ccs208:Acq foot def:0.057 Diagnosis:9ccs211:Ot conn tiss:-0.056 Newborn Diagnosis:9ccs106:Dysrhythmia:-0.056 Diagnosis:9ccs125:Bronchitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 481 | OR_unadj: 0.983 [0.763 1.267] | indivs AUC:0.531 Correlated most with: Diagnosis:9ccs125:Bronchitis:1.000 Number of Visits:0.293 Diagnosis:9ccs257:Ot aftercare:0.288 Diagnosis:9ccs126:Ot up rsp in:0.250 Diagnosis:9ccs128:Asthma:0.246 Diagnosis:9ccs92:Otitis media:0.230 Diagnosis:9ccs7:Viral infect:0.219 Diagnosis:9ccs122:Pneumonia:0.187 Diagnosis:9ccs90:Eye infectn:0.175 Diagnosis:9ccs135:Intest infct:0.167 Vital: Wt for Len Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 504 | OR_unadj: 1.284 [0.941 1.751] | indivs AUC:0.596 Correlated most with: Diagnosis:9ccs2620:E Codes: Unspecified:-0.068 Lab:294147 FREE T4 - LMC:0.066 Diagnosis:9ccs117:Ot circul dx:-0.065 Diagnosis:9ccs211:Ot conn tiss:-0.063 Newborn Diagnosis:9ccs106:Dysrhythmia:-0.062 Diagnosis:9ccs208:Acq foot def:0.059 Diagnosis:9ccs2604:E Codes: Fire/burn:-0.059 Diagnosis:10ccs238:Complic proc:-0.059 Diagnosis:9ccs2:Septicemia:0.059 Diagnosis:9ccs48:Thyroid dsor:0.059 Newborn Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 71 | OR_unadj: 1.211 [0.701 2.093] | indivs AUC:0.505 Correlated most with: Newborn Diagnosis:9ccs259:Unclassified:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.241 MatDeliveryAge:0.132 Diagnosis:9ccs56:Cystic fibro:0.132 Diagnosis:9ccs86:Cataract:0.116 Diagnosis:9ccs5:HIV infectn:0.116 Newborn Diagnosis:9ccs130:Pleurisy:0.116 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.116 Newborn Diagnosis:9ccs219:Low birth wt:0.094 Newborn Diagnosis:9ccs221:Resp distres:0.083 Vital: Ht Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 452 | OR_unadj: 0.762 [0.526 1.105] | indivs AUC:0.466 Correlated most with: Newborn Diagnosis:9ccs220:Birth asphyx:0.121 Diagnosis:9ccs167:Breast dx:-0.062 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.060 Lab:292147 TSH - Sunrise:0.057 Diagnosis:9ccs228:Fx skull fac:-0.057 Diagnosis:9ccs258:Other screen:-0.051 Diagnosis:9ccs143:Abdom hernia:0.050 Diagnosis:9ccs48:Thyroid dsor:0.046 Diagnosis:9ccs231:Oth fracture:-0.046 Diagnosis:9ccs253:Allergy:-0.045 Vital: Wt Change-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 370 | OR_unadj: 0.972 [0.656 1.439] | indivs AUC:0.549 Correlated most with: Number of Visits:-0.115 Diagnosis:9ccs133:Oth low resp:-0.097 Diagnosis:9ccs92:Otitis media:-0.081 Diagnosis:9ccs125:Bronchitis:-0.076 Diagnosis:9ccs127:COPD:-0.073 Diagnosis:9ccs257:Ot aftercare:-0.068 Diagnosis:9ccs117:Ot circul dx:0.068 Diagnosis:9ccs198:Ot infl skin:-0.067 Diagnosis:9ccs109:Acute CVD:-0.065 Diagnosis:9ccs51:Ot endo dsor:-0.064 * Diagnosis:9ccs122:Pneumonia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 170 | OR_unadj: 1.447 [1.015 2.063] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs122:Pneumonia:1.000 Diagnosis:9ccs128:Asthma:0.304 Number of Visits:0.287 Diagnosis:9ccs125:Bronchitis:0.187 Diagnosis:9ccs257:Ot aftercare:0.182 Diagnosis:9ccs92:Otitis media:0.169 Diagnosis:9ccs126:Ot up rsp in:0.153 Diagnosis:9ccs90:Eye infectn:0.129 Diagnosis:9ccs135:Intest infct:0.128 Diagnosis:9ccs127:COPD:0.127 Vital: HR-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 196 | OR_unadj: 1.544 [0.961 2.479] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs104:Oth heart dx:0.167 Diagnosis:9ccs259:Unclassified:0.140 Newborn Diagnosis:9ccs204:Ot joint dx:0.093 Newborn Diagnosis:9ccs239:Superfic inj:-0.091 Newborn Diagnosis:9ccs97:Carditis:-0.091 Newborn Diagnosis:9ccs104:Oth heart dx:-0.091 Diagnosis:9ccs162:Ot dx bladdr:-0.082 Diagnosis:9ccs213:Cardiac anom:0.081 Diagnosis:9ccs6:Hepatitis:-0.078 Diagnosis:9ccs4:Mycoses:0.075 Diagnosis:9ccs106:Dysrhythmia | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 4 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs106:Dysrhythmia:1.000 Newborn Diagnosis:9ccs47:Ot bnign neo:0.353 Newborn Diagnosis:9ccs191:Amnios dx:0.222 Diagnosis:9ccs239:Superfic inj:0.107 Diagnosis:9ccs83:Epilepsy/cnv:0.102 Diagnosis:9ccs258:Other screen:0.076 Diagnosis:9ccs161:Ot dx kidney:0.072 Diagnosis:9ccs165:Inf male gen:0.065 Newborn Diagnosis:9ccs215:gu cong anom:0.064 Newborn Diagnosis:9ccs217:Ot cong anom:0.061 Vital: Wt Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 396 | OR_unadj: 1.125 [0.805 1.571] | indivs AUC:0.529 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.114 Newborn Diagnosis:9ccs217:Ot cong anom:0.107 Lab:323854 CULTURE FECES - Sunrise:0.081 Diagnosis:9ccs219:Low birth wt:-0.074 Diagnosis:9ccs162:Ot dx bladdr:0.074 Diagnosis:9ccs120:Hemmorhoids:0.073 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.073 Newborn Diagnosis:9ccs219:Low birth wt:-0.072 Newborn Diagnosis:9ccs47:Ot bnign neo:0.071 Diagnosis:9ccs138:Esophgeal dx:-0.071 Diagnosis:9ccs198:Ot infl skin | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 237 | OR_unadj: 1.022 [0.735 1.419] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs198:Ot infl skin:1.000 Diagnosis:9ccs253:Allergy:0.187 Diagnosis:9ccs200:Oth skin dx:0.160 Number of Visits:0.121 Diagnosis:9ccs10:Immuniz/scrn:0.106 Diagnosis:9ccs7:Viral infect:0.101 Diagnosis:9ccs126:Ot up rsp in:0.097 Diagnosis:9ccs255:Social admin:0.089 Diagnosis:9ccs72:Anxiety dx:0.085 Diagnosis:9ccs92:Otitis media:0.082 Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 107 | OR_unadj: 1.091 [0.565 2.105] | indivs AUC:0.498 Correlated most with: Lab:295669 BILIRUBIN DIRECT - LMC:1.000 Lab:294203 BILIRUBIN TOTAL - LMC:0.374 Newborn Diagnosis:9ccs62:Coag/hemr dx:-0.188 Diagnosis:9ccs62:Coag/hemr dx:-0.113 Newborn Diagnosis:9ccs216:Nerv cong an:-0.109 Diagnosis:9ccs245:Syncope:0.088 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.078 Diagnosis:9ccs48:Thyroid dsor:0.063 Diagnosis:9ccs141:Ot dx stomch:0.061 Lab:294495 LEAD, BLOOD - LMC:-0.059 Vital: Wt Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 363 | OR_unadj: 1.189 [0.815 1.732] | indivs AUC:0.515 Correlated most with: Diagnosis:9ccs181:Ot preg comp:0.135 Diagnosis:9ccs129:Asp pneumon:-0.130 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.125 Newborn Diagnosis:9ccs166:Oth male gen:0.124 Newborn Diagnosis:9ccs204:Ot joint dx:0.107 Lab:292147 TSH - Sunrise:0.104 Diagnosis:9ccs162:Ot dx bladdr:0.102 Diagnosis:9ccs47:Ot bnign neo:0.072 Newborn Diagnosis:9ccs133:Oth low resp:0.069 Diagnosis:9ccs151:Oth liver dx:0.067 * Diagnosis:9ccs128:Asthma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 202 | OR_unadj: 1.499 [1.080 2.082] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs128:Asthma:1.000 Number of Visits:0.320 Diagnosis:9ccs122:Pneumonia:0.304 Diagnosis:9ccs125:Bronchitis:0.246 Diagnosis:9ccs92:Otitis media:0.232 Diagnosis:9ccs257:Ot aftercare:0.189 Diagnosis:9ccs133:Oth low resp:0.170 Diagnosis:9ccs127:COPD:0.160 Diagnosis:9ccs126:Ot up rsp in:0.156 Diagnosis:9ccs7:Viral infect:0.137 Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1654 | OR_unadj: 0.852 [0.530 1.371] | indivs AUC:0.494 Correlated most with: Newborn Diagnosis:9ccs10:Immuniz/scrn:1.000 Newborn Diagnosis:9ccs94:Other ear dx:0.397 Newborn Diagnosis:9ccs0:No DX:-0.357 Newborn Diagnosis:9ccs259:Unclassified:-0.241 Newborn Diagnosis:9ccs219:Low birth wt:-0.202 Newborn Diagnosis:9ccs221:Resp distres:-0.183 Diagnosis:9ccs219:Low birth wt:-0.122 Newborn Diagnosis:9ccs213:Cardiac anom:-0.113 Newborn Diagnosis:9ccs256:Exam/eval:-0.113 Newborn Diagnosis:9ccs222:Perint jaund:-0.112 Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 156 | OR_unadj: 0.984 [0.661 1.465] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs91:Other eye dx:1.000 Diagnosis:9ccs89:Blindness:0.242 Diagnosis:9ccs90:Eye infectn:0.173 Number of Visits:0.142 Diagnosis:9ccs7:Viral infect:0.121 Diagnosis:9ccs217:Ot cong anom:0.110 Diagnosis:9ccs44:Neoplsm unsp:0.108 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.100 Diagnosis:9ccs96:Hrt valve dx:0.097 Diagnosis:9ccs134:Ot uppr resp:0.096 Vital: Wt Change-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 316 | OR_unadj: 0.819 [0.534 1.257] | indivs AUC:0.475 Correlated most with: Diagnosis:9ccs162:Ot dx bladdr:-0.124 Diagnosis:9ccs2619:e codes: other specified- nec:0.107 Diagnosis:9ccs214:GI cong anom:-0.081 Diagnosis:9ccs154:Gastroent:-0.076 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.075 Diagnosis:9ccs109:Acute CVD:-0.074 Diagnosis:9ccs133:Oth low resp:-0.070 Diagnosis:9ccs258:Other screen:0.065 Diagnosis:9ccs74:Ot mentl cnd:0.064 Lab:292147 TSH - Sunrise:-0.064 Vital: Ht Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 388 | OR_unadj: 1.032 [0.709 1.504] | indivs AUC:0.540 Correlated most with: Diagnosis:9ccs162:Ot dx bladdr:0.103 Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:-0.099 Newborn Diagnosis:9ccs229:Fx arm:-0.099 Newborn Diagnosis:9ccs2620:E Codes: Unspecified:-0.099 Newborn Diagnosis:9ccs204:Ot joint dx:0.082 Diagnosis:9ccs64:Ot hematl dx:-0.078 Diagnosis:9ccs133:Oth low resp:0.076 Diagnosis:9ccs250:Nausea/vomit:0.074 Diagnosis:9ccs62:Coag/hemr dx:-0.074 Number of Visits:0.071 Vital: RR-avg13to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 199 | OR_unadj: 1.538 [0.931 2.540] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs188:Pelvic obstr:0.238 Diagnosis:9ccs181:Ot preg comp:-0.130 Newborn Diagnosis:9ccs47:Ot bnign neo:0.096 Diagnosis:9ccs10:Immuniz/scrn:0.075 Diagnosis:9ccs242:Poisn ot med:0.075 Diagnosis:9ccs106:Dysrhythmia:0.072 Diagnosis:9ccs55:Fluid/elc dx:0.067 Newborn Diagnosis:9ccs223:Birth trauma:0.059 Lab:294048 STOOL CULTURE - LMC:0.051 Diagnosis:9ccs161:Ot dx kidney:0.049 Vital: Ht Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 371 | OR_unadj: 1.004 [0.693 1.454] | indivs AUC:0.502 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.091 Diagnosis:9ccs117:Ot circul dx:-0.082 Diagnosis:9ccs98:HTN:-0.082 Diagnosis:9ccs2619:e codes: other specified- nec:0.082 Diagnosis:9ccs120:Hemmorhoids:0.079 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.079 Diagnosis:9ccs219:Low birth wt:-0.077 Diagnosis:9ccs223:Birth trauma:0.073 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.064 Diagnosis:9ccs133:Oth low resp:0.064 * Vital: RR-avg5to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 191 | OR_unadj: 1.899 [1.195 3.018] | indivs AUC:0.522 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.232 Diagnosis:9ccs211:Ot conn tiss:0.104 Diagnosis:9ccs44:Neoplsm unsp:-0.083 Diagnosis:9ccs89:Blindness:0.077 Diagnosis:9ccs217:Ot cong anom:-0.068 Diagnosis:9ccs47:Ot bnign neo:-0.062 Diagnosis:9ccs125:Bronchitis:0.054 Diagnosis:10ccs58:Ot nutrit dx:-0.053 Diagnosis:9ccs134:Ot uppr resp:-0.052 Diagnosis:9ccs243:Poisn nonmed:-0.051 Diagnosis:9ccs113:Late eff CVD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 169 | OR_unadj: 1.068 [0.732 1.557] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs113:Late eff CVD:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.219 Diagnosis:9ccs94:Other ear dx:0.198 Diagnosis:9ccs75:Hx mental dx:0.127 Number of Visits:0.112 Diagnosis:9ccs126:Ot up rsp in:0.091 Diagnosis:9ccs257:Ot aftercare:0.087 Diagnosis:9ccs125:Bronchitis:0.076 Diagnosis:9ccs95:Oth nerv dx:0.075 Diagnosis:9ccs92:Otitis media:0.074 Vital: Ht Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 309 | OR_unadj: 1.145 [0.783 1.674] | indivs AUC:0.507 Correlated most with: Newborn Diagnosis:9ccs252:Fatigue:0.098 Diagnosis:9ccs120:Hemmorhoids:0.095 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.095 Diagnosis:9ccs9:Sexual Infxs:0.088 Diagnosis:9ccs51:Ot endo dsor:0.088 Diagnosis:9ccs61:Sickle cell:0.083 Diagnosis:9ccs138:Esophgeal dx:-0.080 Diagnosis:9ccs223:Birth trauma:0.079 Diagnosis:9ccs251:Abdomnl pain:-0.077 Diagnosis:9ccs129:Asp pneumon:-0.071 Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 159 | OR_unadj: 1.256 [0.863 1.827] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.473 Newborn Diagnosis:9ccs96:Hrt valve dx:0.250 Diagnosis:9ccs117:Ot circul dx:0.228 Newborn Diagnosis:9ccs213:Cardiac anom:0.208 Newborn Diagnosis:9ccs216:Nerv cong an:0.131 Diagnosis:9ccs245:Syncope:0.131 Diagnosis:9ccs244:Other injury:0.101 Diagnosis:9ccs91:Other eye dx:0.097 Diagnosis:9ccs83:Epilepsy/cnv:0.089 Vital: Wt Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 299 | OR_unadj: 1.324 [0.896 1.956] | indivs AUC:0.514 Correlated most with: Newborn Diagnosis:9ccs252:Fatigue:0.116 Diagnosis:9ccs109:Acute CVD:0.095 Diagnosis:9ccs120:Hemmorhoids:0.093 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.093 Lab:294199 BILIRUBIN SCAN - LMC:-0.089 Diagnosis:9ccs117:Ot circul dx:-0.084 Newborn Diagnosis:9ccs219:Low birth wt:-0.080 Diagnosis:9ccs138:Esophgeal dx:-0.076 Diagnosis:9ccs61:Sickle cell:0.074 Diagnosis:9ccs219:Low birth wt:-0.067 Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 244 | OR_unadj: 1.121 [0.815 1.542] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs133:Oth low resp:1.000 Number of Visits:0.321 Diagnosis:9ccs256:Exam/eval:0.184 Diagnosis:9ccs155:Other GI dx:0.172 Diagnosis:9ccs128:Asthma:0.170 Diagnosis:9ccs154:Gastroent:0.166 Diagnosis:9ccs253:Allergy:0.164 Diagnosis:9ccs126:Ot up rsp in:0.155 Diagnosis:9ccs127:COPD:0.155 Diagnosis:9ccs7:Viral infect:0.149 Vital: RR-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 165 | OR_unadj: 1.209 [0.727 2.010] | indivs AUC:0.470 Correlated most with: Diagnosis:9ccs230:Fx leg:-0.146 Diagnosis:9ccs75:Hx mental dx:-0.080 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.070 Diagnosis:9ccs244:Other injury:-0.063 Diagnosis:9ccs153:GI hemorrhag:-0.058 Diagnosis:9ccs145:Int obstruct:-0.057 Diagnosis:9ccs125:Bronchitis:0.057 Diagnosis:9ccs95:Oth nerv dx:-0.053 Diagnosis:9ccs7:Viral infect:0.053 Diagnosis:9ccs251:Abdomnl pain:-0.052 Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 1.408 [0.874 2.268] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs0:No DX:1.000 Diagnosis:9ccs10:Immuniz/scrn:0.110 Diagnosis:9ccs105:Conduction:0.103 Diagnosis:9ccs212:Ot bone dx:0.085 Diagnosis:9ccs44:Neoplsm unsp:0.069 Diagnosis:9ccs209:Ot acq defor:0.065 Diagnosis:9ccs135:Intest infct:0.053 Diagnosis:9ccs250:Nausea/vomit:0.053 Diagnosis:9ccs255:Social admin:0.052 Diagnosis:9ccs58:Ot nutrit dx:0.052 Vital: RR-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 127 | OR_unadj: 1.370 [0.818 2.296] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs151:Oth liver dx:0.082 Diagnosis:9ccs75:Hx mental dx:-0.079 Diagnosis:9ccs217:Ot cong anom:-0.077 Diagnosis:9ccs222:Perint jaund:0.068 Diagnosis:9ccs212:Ot bone dx:-0.068 Newborn Diagnosis:9ccs224:Ot perint dx:-0.065 Diagnosis:9ccs7:Viral infect:0.062 Diagnosis:9ccs257:Ot aftercare:0.053 Diagnosis:9ccs74:Ot mentl cnd:-0.052 Diagnosis:9ccs48:Thyroid dsor:-0.052 Newborn Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 0.555 [0.163 1.885] | indivs AUC:0.499 Correlated most with: Newborn Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.329 Diagnosis:9ccs96:Hrt valve dx:0.250 Newborn Diagnosis:9ccs213:Cardiac anom:0.156 Diagnosis:9ccs2619:e codes: other specified- nec:0.148 Lab:321098 OCCULT BLOOD FECES - Sunrise:0.124 Newborn Diagnosis:9ccs224:Ot perint dx:0.091 Diagnosis:9ccs211:Ot conn tiss:0.084 Diagnosis:9ccs2:Septicemia:0.074 Newborn Diagnosis:9ccs95:Oth nerv dx:0.068 Newborn Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 100 | OR_unadj: 1.124 [0.700 1.805] | indivs AUC:0.486 Correlated most with: Newborn Diagnosis:9ccs256:Exam/eval:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.332 Newborn Diagnosis:9ccs222:Perint jaund:0.269 Newborn Diagnosis:9ccs253:Allergy:0.218 Diagnosis:9ccs219:Low birth wt:0.214 Newborn Diagnosis:9ccs221:Resp distres:0.179 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.113 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.109 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.105 Newborn Diagnosis:9ccs138:Esophgeal dx:0.097 Newborn Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 105 | OR_unadj: 0.620 [0.360 1.069] | indivs AUC:0.470 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:1.000 Diagnosis:9ccs219:Low birth wt:0.467 Newborn Diagnosis:9ccs256:Exam/eval:0.332 Newborn Diagnosis:9ccs222:Perint jaund:0.329 Newborn Diagnosis:9ccs221:Resp distres:0.314 Newborn Diagnosis:9ccs253:Allergy:0.213 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.202 Diagnosis:9ccs143:Abdom hernia:0.136 Diagnosis:9ccs95:Oth nerv dx:0.105 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.095 Vital: RR-avg7to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 249 | OR_unadj: 1.208 [0.786 1.858] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs7:Viral infect:0.109 Diagnosis:9ccs105:Conduction:0.094 Diagnosis:9ccs125:Bronchitis:0.093 Newborn Diagnosis:9ccs200:Oth skin dx:0.084 Diagnosis:9ccs219:Low birth wt:0.080 Lab:292147 TSH - Sunrise:0.072 Diagnosis:9ccs76:Meningitis:-0.068 Diagnosis:9ccs135:Intest infct:0.064 Diagnosis:9ccs10:Immuniz/scrn:0.063 Diagnosis:9ccs127:COPD:-0.061 Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 1.032 [0.714 1.490] | indivs AUC:0.518 Correlated most with: Diagnosis:9ccs59:Anemia:1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.135 Diagnosis:9ccs216:Nerv cong an:0.108 Number of Visits:0.088 Diagnosis:9ccs10:Immuniz/scrn:0.085 Diagnosis:9ccs255:Social admin:0.076 Diagnosis:9ccs245:Syncope:0.076 Diagnosis:9ccs137:Mouth dx:0.075 Diagnosis:9ccs4:Mycoses:0.074 Newborn Diagnosis:9ccs138:Esophgeal dx:0.070 Vital: RR-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 185 | OR_unadj: 1.354 [0.827 2.219] | indivs AUC:0.484 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:0.127 Diagnosis:9ccs70:Schizo/rl dx:-0.122 Diagnosis:9ccs163:Other GU dx:0.113 Diagnosis:9ccs254:Rehab:0.112 Diagnosis:9ccs105:Conduction:0.102 Diagnosis:9ccs59:Anemia:0.075 Diagnosis:9ccs224:Ot perint dx:0.073 Diagnosis:9ccs217:Ot cong anom:0.071 Diagnosis:9ccs151:Oth liver dx:0.066 Diagnosis:9ccs44:Neoplsm unsp:-0.058 Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 107 | OR_unadj: 0.882 [0.382 2.035] | indivs AUC:0.513 Correlated most with: Lab:294203 BILIRUBIN TOTAL - LMC:1.000 Lab:295669 BILIRUBIN DIRECT - LMC:0.374 Diagnosis:9ccs151:Oth liver dx:-0.123 Diagnosis:9ccs245:Syncope:0.115 Newborn Diagnosis:9ccs62:Coag/hemr dx:-0.102 Diagnosis:9ccs222:Perint jaund:-0.101 Diagnosis:9ccs205:Back problem:0.095 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.082 Lab:294495 LEAD, BLOOD - LMC:-0.074 Newborn Diagnosis:9ccs215:gu cong anom:0.062 Newborn Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 1.154 [0.611 2.181] | indivs AUC:0.476 Correlated most with: Newborn Diagnosis:9ccs217:Ot cong anom:1.000 Newborn Diagnosis:9ccs191:Amnios dx:0.240 Newborn Diagnosis:9ccs215:gu cong anom:0.150 Diagnosis:9ccs217:Ot cong anom:0.147 Diagnosis:9ccs163:Other GU dx:0.147 Diagnosis:9ccs109:Acute CVD:0.135 Newborn Diagnosis:9ccs166:Oth male gen:0.135 Newborn Diagnosis:9ccs138:Esophgeal dx:0.135 Diagnosis:9ccs86:Cataract:0.135 Newborn Diagnosis:9ccs130:Pleurisy:0.135 Diagnosis:9ccs134:Ot uppr resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 167 | OR_unadj: 0.755 [0.500 1.141] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:1.000 Number of Visits:0.196 Diagnosis:9ccs124:Tonsillitis:0.127 Diagnosis:9ccs253:Allergy:0.125 Diagnosis:9ccs126:Ot up rsp in:0.124 Diagnosis:9ccs90:Eye infectn:0.115 Diagnosis:9ccs211:Ot conn tiss:0.111 Diagnosis:9ccs133:Oth low resp:0.100 Diagnosis:9ccs127:COPD:0.099 Diagnosis:9ccs91:Other eye dx:0.096 Vital: Wt Change-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 225 | OR_unadj: 0.845 [0.517 1.380] | indivs AUC:0.490 Correlated most with: Diagnosis:9ccs222:Perint jaund:-0.119 Lab:323854 CULTURE FECES - Sunrise:0.108 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.102 Diagnosis:9ccs120:Hemmorhoids:0.102 Lab:294199 BILIRUBIN SCAN - LMC:-0.090 Diagnosis:9ccs151:Oth liver dx:-0.081 Newborn Diagnosis:9ccs136:Teeth dx:-0.078 Diagnosis:9ccs224:Ot perint dx:-0.078 Diagnosis:9ccs244:Other injury:0.068 Diagnosis:9ccs127:COPD:0.061 Diagnosis:9ccs137:Mouth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 0.765 [0.440 1.331] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs137:Mouth dx:1.000 Diagnosis:9ccs258:Other screen:0.165 Number of Visits:0.153 Diagnosis:9ccs200:Oth skin dx:0.105 Diagnosis:9ccs197:Skin infectn:0.104 Diagnosis:9ccs115:Aneurysm:0.103 Diagnosis:9ccs188:Pelvic obstr:0.103 Newborn Diagnosis:9ccs134:Ot uppr resp:0.103 Diagnosis:9ccs120:Hemmorhoids:0.103 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.103 Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 117 | OR_unadj: 1.492 [0.984 2.262] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs259:Unclassified:1.000 Diagnosis:9ccs143:Abdom hernia:0.100 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.089 Newborn Diagnosis:9ccs252:Fatigue:0.089 Newborn Diagnosis:9ccs204:Ot joint dx:0.089 Diagnosis:9ccs104:Oth heart dx:0.089 Diagnosis:9ccs250:Nausea/vomit:0.084 Diagnosis:9ccs48:Thyroid dsor:0.079 Newborn Diagnosis:9ccs219:Low birth wt:0.077 Diagnosis:9ccs240:Burns:0.076 Diagnosis:9ccs151:Oth liver dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 169 | OR_unadj: 0.743 [0.492 1.122] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs151:Oth liver dx:1.000 Diagnosis:9ccs222:Perint jaund:0.181 Lab:294203 BILIRUBIN TOTAL - LMC:-0.123 Diagnosis:9ccs10:Immuniz/scrn:0.101 Diagnosis:9ccs258:Other screen:0.100 Diagnosis:9ccs243:Poisn nonmed:0.096 Diagnosis:9ccs154:Gastroent:0.092 Diagnosis:9ccs138:Esophgeal dx:0.089 Number of Visits:0.084 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.083 Newborn Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1653 | OR_unadj: 0.865 [0.538 1.390] | indivs AUC:0.506 Correlated most with: Newborn Diagnosis:9ccs94:Other ear dx:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.397 Newborn Diagnosis:9ccs0:No DX:-0.355 Newborn Diagnosis:9ccs221:Resp distres:-0.124 Newborn Diagnosis:9ccs218:Liveborn:0.110 Newborn Diagnosis:9ccs130:Pleurisy:-0.098 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.098 Newborn Diagnosis:9ccs252:Fatigue:-0.098 Newborn Diagnosis:9ccs220:Birth asphyx:-0.098 Diagnosis:9ccs213:Cardiac anom:-0.097 Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 128 | OR_unadj: 1.484 [0.995 2.214] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs136:Teeth dx:1.000 Number of Visits:0.153 Diagnosis:9ccs7:Viral infect:0.113 Diagnosis:9ccs10:Immuniz/scrn:0.105 Newborn Diagnosis:9ccs218:Liveborn:-0.094 Diagnosis:9ccs155:Other GI dx:0.094 Diagnosis:9ccs109:Acute CVD:0.085 Diagnosis:9ccs9:Sexual Infxs:0.085 Newborn Diagnosis:9ccs134:Ot uppr resp:0.085 Diagnosis:9ccs115:Aneurysm:0.085 Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 141 | OR_unadj: 0.785 [0.505 1.221] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs256:Exam/eval:1.000 Diagnosis:9ccs133:Oth low resp:0.184 Number of Visits:0.148 Diagnosis:9ccs155:Other GI dx:0.140 Diagnosis:9ccs200:Oth skin dx:0.140 Diagnosis:9ccs154:Gastroent:0.138 Diagnosis:9ccs239:Superfic inj:0.127 Diagnosis:9ccs253:Allergy:0.118 Diagnosis:9ccs232:Sprain:0.114 Diagnosis:9ccs258:Other screen:0.102 * Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 2.483 [1.053 5.853] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:1.000 Diagnosis:9ccs245:Syncope:0.243 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.212 Diagnosis:9ccs70:Schizo/rl dx:0.148 Newborn Diagnosis:9ccs47:Ot bnign neo:0.148 Diagnosis:9ccs62:Coag/hemr dx:0.144 Diagnosis:9ccs231:Oth fracture:0.119 Diagnosis:9ccs229:Fx arm:0.119 Newborn Diagnosis:9ccs216:Nerv cong an:0.119 Diagnosis:9ccs161:Ot dx kidney:0.118 Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 137 | OR_unadj: 0.657 [0.410 1.052] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs217:Ot cong anom:1.000 Diagnosis:9ccs89:Blindness:0.212 Newborn Diagnosis:9ccs217:Ot cong anom:0.147 Number of Visits:0.123 Diagnosis:9ccs2619:e codes: other specified- nec:0.116 Diagnosis:9ccs91:Other eye dx:0.110 Diagnosis:9ccs95:Oth nerv dx:0.107 Diagnosis:9ccs10:Immuniz/scrn:0.089 Diagnosis:9ccs257:Ot aftercare:0.089 Diagnosis:9ccs133:Oth low resp:0.085 Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 1.420 [0.825 2.447] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs159:UTI:1.000 Diagnosis:9ccs161:Ot dx kidney:0.225 Number of Visits:0.172 Diagnosis:9ccs163:Other GU dx:0.164 Diagnosis:9ccs2:Septicemia:0.129 Diagnosis:9ccs257:Ot aftercare:0.120 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.120 Diagnosis:9ccs66:Alchl-r mntl:0.120 Diagnosis:9ccs142:Appendicitis:0.120 Diagnosis:9ccs162:Ot dx bladdr:0.120 * Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 78 | OR_unadj: 0.507 [0.259 0.995] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:1.000 Diagnosis:9ccs250:Nausea/vomit:0.202 Number of Visits:0.151 Diagnosis:9ccs133:Oth low resp:0.145 Diagnosis:9ccs155:Other GI dx:0.121 Diagnosis:9ccs129:Asp pneumon:0.111 Diagnosis:9ccs230:Fx leg:0.111 Diagnosis:9ccs214:GI cong anom:0.106 Diagnosis:9ccs197:Skin infectn:0.103 Diagnosis:9ccs239:Superfic inj:0.091 Diagnosis:9ccs166:Oth male gen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 92 | OR_unadj: 1.049 [0.636 1.730] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs166:Oth male gen:1.000 Diagnosis:9ccs165:Inf male gen:0.102 Diagnosis:9ccs142:Appendicitis:0.102 Diagnosis:9ccs230:Fx leg:0.102 Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:0.102 Newborn Diagnosis:9ccs229:Fx arm:0.102 Newborn Diagnosis:9ccs2620:E Codes: Unspecified:0.102 Diagnosis:9ccs62:Coag/hemr dx:0.098 Lab:323854 CULTURE FECES - Sunrise:0.093 Diagnosis:9ccs257:Ot aftercare:0.087 Diagnosis:9ccs124:Tonsillitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.396 [0.775 2.517] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs124:Tonsillitis:1.000 Diagnosis:9ccs120:Hemmorhoids:0.130 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.130 Diagnosis:9ccs188:Pelvic obstr:0.130 Diagnosis:9ccs134:Ot uppr resp:0.127 Lab:306854 PLATELET COUNT - Sunrise:0.096 Diagnosis:9ccs126:Ot up rsp in:0.095 Number of Visits:0.090 Diagnosis:9ccs76:Meningitis:0.084 Diagnosis:9ccs92:Otitis media:0.080 Diagnosis:9ccs165:Inf male gen | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 1.473 [0.782 2.774] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs165:Inf male gen:1.000 Newborn Diagnosis:9ccs2620:E Codes: Unspecified:0.142 Newborn Diagnosis:9ccs229:Fx arm:0.142 Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:0.142 Newborn Diagnosis:9ccs252:Fatigue:0.142 Diagnosis:9ccs9:Sexual Infxs:0.142 Diagnosis:9ccs2603:E Codes: Fall:0.124 Lab:294048 STOOL CULTURE - LMC:-0.119 Diagnosis:9ccs244:Other injury:0.118 Lab:294147 FREE T4 - LMC:-0.110 Diagnosis:9ccs250:Nausea/vomit | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 1.171 [0.713 1.922] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs250:Nausea/vomit:1.000 Diagnosis:9ccs138:Esophgeal dx:0.202 Number of Visits:0.181 Diagnosis:9ccs141:Ot dx stomch:0.179 Diagnosis:9ccs133:Oth low resp:0.140 Diagnosis:9ccs155:Other GI dx:0.125 Diagnosis:9ccs257:Ot aftercare:0.111 Diagnosis:9ccs258:Other screen:0.111 Diagnosis:9ccs165:Inf male gen:0.089 Diagnosis:9ccs126:Ot up rsp in:0.086 Vital: RR-avg16to19 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 156 | OR_unadj: 1.148 [0.576 2.288] | indivs AUC:0.490 Correlated most with: Diagnosis:9ccs61:Sickle cell:0.111 Diagnosis:9ccs125:Bronchitis:0.093 Diagnosis:9ccs223:Birth trauma:0.073 Diagnosis:9ccs10:Immuniz/scrn:0.073 Newborn Diagnosis:9ccs204:Ot joint dx:0.062 Diagnosis:9ccs117:Ot circul dx:0.059 Diagnosis:9ccs165:Inf male gen:-0.058 Diagnosis:9ccs138:Esophgeal dx:-0.056 Diagnosis:9ccs135:Intest infct:-0.055 Diagnosis:9ccs212:Ot bone dx:0.054 Diagnosis:9ccs239:Superfic inj | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 165 | OR_unadj: 0.910 [0.613 1.351] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs239:Superfic inj:1.000 Number of Visits:0.206 Diagnosis:9ccs258:Other screen:0.184 Diagnosis:9ccs200:Oth skin dx:0.169 Diagnosis:9ccs7:Viral infect:0.129 Diagnosis:9ccs155:Other GI dx:0.129 Diagnosis:9ccs256:Exam/eval:0.127 Diagnosis:9ccs133:Oth low resp:0.124 Diagnosis:9ccs126:Ot up rsp in:0.118 Diagnosis:9ccs197:Skin infectn:0.115 * Diagnosis:9ccs209:Ot acq defor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 2.766 [1.203 6.358] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs209:Ot acq defor:1.000 Diagnosis:9ccs212:Ot bone dx:0.182 Diagnosis:9ccs2603:E Codes: Fall:0.089 Diagnosis:10ccs58:Ot nutrit dx:0.088 Diagnosis:9ccs62:Coag/hemr dx:0.067 Diagnosis:9ccs0:No DX:0.065 Diagnosis:9ccs253:Allergy:0.058 Diagnosis:9ccs143:Abdom hernia:0.055 Diagnosis:9ccs243:Poisn nonmed:0.054 Diagnosis:9ccs58:Ot nutrit dx:0.050 Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.403 [0.159 1.026] | indivs AUC:0.487 Correlated most with: Diagnosis:9ccs95:Oth nerv dx:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.179 Diagnosis:9ccs216:Nerv cong an:0.156 Diagnosis:9ccs211:Ot conn tiss:0.147 Newborn Diagnosis:9ccs166:Oth male gen:0.142 Diagnosis:9ccs86:Cataract:0.142 Diagnosis:9ccs129:Asp pneumon:0.142 Number of Visits:0.117 Diagnosis:9ccs217:Ot cong anom:0.107 Newborn Diagnosis:9ccs219:Low birth wt:0.105 Diagnosis:9ccs127:COPD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 118 | OR_unadj: 0.999 [0.637 1.568] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs127:COPD:1.000 Number of Visits:0.269 Diagnosis:9ccs128:Asthma:0.160 Diagnosis:9ccs133:Oth low resp:0.155 Diagnosis:9ccs122:Pneumonia:0.127 Diagnosis:9ccs2619:e codes: other specified- nec:0.126 Diagnosis:9ccs126:Ot up rsp in:0.125 Diagnosis:9ccs125:Bronchitis:0.120 Diagnosis:9ccs258:Other screen:0.103 Diagnosis:9ccs134:Ot uppr resp:0.099 Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 41 | OR_unadj: 1.144 [0.556 2.356] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs161:Ot dx kidney:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.472 Diagnosis:9ccs159:UTI:0.225 Newborn Diagnosis:9ccs161:Ot dx kidney:0.218 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.154 Diagnosis:9ccs66:Alchl-r mntl:0.154 Diagnosis:9ccs162:Ot dx bladdr:0.154 Diagnosis:9ccs115:Aneurysm:0.154 Number of Visits:0.130 Diagnosis:9ccs163:Other GU dx:0.124 Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 1.297 [0.777 2.164] | indivs AUC:0.517 Correlated most with: Diagnosis:9ccs224:Ot perint dx:1.000 Number of Visits:0.116 Diagnosis:9ccs109:Acute CVD:0.110 Newborn Diagnosis:9ccs222:Perint jaund:0.087 Diagnosis:9ccs155:Other GI dx:0.081 Diagnosis:9ccs253:Allergy:0.079 Diagnosis:9ccs205:Back problem:0.077 Diagnosis:9ccs219:Low birth wt:0.077 Diagnosis:9ccs2611:E Codes: Natural/environment:0.074 Diagnosis:9ccs44:Neoplsm unsp:0.074 Diagnosis:9ccs244:Other injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 1.251 [0.658 2.378] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs244:Other injury:1.000 Number of Visits:0.143 Newborn Diagnosis:9ccs252:Fatigue:0.139 Diagnosis:9ccs230:Fx leg:0.139 Diagnosis:9ccs165:Inf male gen:0.118 Diagnosis:9ccs257:Ot aftercare:0.115 Diagnosis:9ccs126:Ot up rsp in:0.103 Diagnosis:9ccs96:Hrt valve dx:0.101 Newborn Diagnosis:9ccs133:Oth low resp:0.096 Diagnosis:9ccs122:Pneumonia:0.094 Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 1.019 [0.604 1.720] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs215:gu cong anom:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.185 Diagnosis:9ccs98:HTN:0.106 Diagnosis:9ccs51:Ot endo dsor:0.101 Number of Visits:0.100 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:-0.079 Lab:295490 17 HYDROXYPROGESTERONE - LMC:0.079 Diagnosis:9ccs163:Other GU dx:0.078 Newborn Diagnosis:9ccs161:Ot dx kidney:0.071 Diagnosis:9ccs239:Superfic inj:0.064 Newborn Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs0:No DX:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.357 Newborn Diagnosis:9ccs94:Other ear dx:-0.355 Lab:306854 PLATELET COUNT - Sunrise:-0.194 Newborn Diagnosis:9ccs218:Liveborn:-0.157 Newborn Diagnosis:9ccs224:Ot perint dx:-0.080 Diagnosis:9ccs48:Thyroid dsor:0.067 Diagnosis:9ccs198:Ot infl skin:0.044 Diagnosis:9ccs255:Social admin:-0.043 Diagnosis:9ccs89:Blindness:0.041 * Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 56 | OR_unadj: 1.858 [1.056 3.270] | indivs AUC:0.487 Correlated most with: Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs96:Hrt valve dx:0.473 Newborn Diagnosis:9ccs213:Cardiac anom:0.441 Newborn Diagnosis:9ccs96:Hrt valve dx:0.329 Diagnosis:9ccs117:Ot circul dx:0.225 Newborn Diagnosis:9ccs104:Oth heart dx:0.132 Diagnosis:9ccs105:Conduction:0.132 Newborn Diagnosis:9ccs239:Superfic inj:0.132 Newborn Diagnosis:9ccs97:Carditis:0.132 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.132 Diagnosis:9ccs234:Crush injury | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: 0.611 [0.210 1.777] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs234:Crush injury:1.000 Diagnosis:9ccs127:COPD:0.077 Lab:323700 CULTURE THROAT W SENS - Sunrise:0.071 Diagnosis:9ccs134:Ot uppr resp:0.070 Newborn Diagnosis:9ccs95:Oth nerv dx:0.060 Newborn Diagnosis:9ccs223:Birth trauma:0.056 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.056 Diagnosis:9ccs137:Mouth dx:0.055 Diagnosis:9ccs216:Nerv cong an:0.046 Diagnosis:9ccs198:Ot infl skin:0.045 Diagnosis:9ccs8:Oth infectns | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.106 [0.403 3.040] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs8:Oth infectns:1.000 Diagnosis:9ccs2603:E Codes: Fall:0.132 Diagnosis:9ccs2620:E Codes: Unspecified:0.122 Diagnosis:9ccs63:Wht blood dx:0.105 Diagnosis:9ccs61:Sickle cell:0.105 Diagnosis:10ccs58:Ot nutrit dx:0.093 Diagnosis:9ccs117:Ot circul dx:0.087 Newborn Diagnosis:9ccs222:Perint jaund:0.082 Diagnosis:9ccs62:Coag/hemr dx:0.070 Diagnosis:9ccs197:Skin infectn:0.063 Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.964 [0.268 3.473] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:1.000 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.258 Lab:294147 FREE T4 - LMC:0.232 Lab:292147 TSH - Sunrise:0.175 Diagnosis:9ccs245:Syncope:0.151 Diagnosis:9ccs52:Nutrit defic:0.151 Newborn Diagnosis:9ccs200:Oth skin dx:0.130 Newborn Diagnosis:9ccs253:Allergy:0.096 Diagnosis:9ccs259:Unclassified:0.079 Diagnosis:9ccs216:Nerv cong an:0.070 * Lab:297262 HEMOGLOBIN (HEMOCUE) | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 3.235 [1.305 8.018] | indivs AUC:0.518 Correlated most with: Lab:297262 HEMOGLOBIN (HEMOCUE):1.000 Lab:295490 17 HYDROXYPROGESTERONE - LMC:0.307 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:-0.307 Diagnosis:9ccs219:Low birth wt:-0.264 Diagnosis:9ccs59:Anemia:-0.135 Diagnosis:10ccs238:Complic proc:0.132 Diagnosis:9ccs2604:E Codes: Fire/burn:0.132 Newborn Diagnosis:9ccs256:Exam/eval:-0.105 Newborn Diagnosis:9ccs219:Low birth wt:-0.095 Diagnosis:9ccs153:GI hemorrhag:-0.095 Diagnosis:10ccs58:Ot nutrit dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 1.780 [0.664 4.775] | indivs AUC:0.502 Correlated most with: Diagnosis:10ccs58:Ot nutrit dx:1.000 Diagnosis:9ccs2603:E Codes: Fall:0.703 Diagnosis:9ccs2619:e codes: other specified- nec:0.164 Diagnosis:9ccs64:Ot hematl dx:0.123 Diagnosis:9ccs8:Oth infectns:0.093 Diagnosis:9ccs209:Ot acq defor:0.088 Number of Visits:0.085 Newborn Diagnosis:9ccs253:Allergy:0.083 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.068 Diagnosis:9ccs91:Other eye dx:0.068 Diagnosis:9ccs212:Ot bone dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs212:Ot bone dx:1.000 Diagnosis:9ccs44:Neoplsm unsp:0.315 Diagnosis:9ccs209:Ot acq defor:0.182 Diagnosis:9ccs0:No DX:0.085 Diagnosis:9ccs89:Blindness:0.077 Diagnosis:9ccs47:Ot bnign neo:0.064 Diagnosis:9ccs96:Hrt valve dx:0.058 Diagnosis:9ccs58:Ot nutrit dx:0.057 Newborn Diagnosis:9ccs217:Ot cong anom:0.053 Diagnosis:9ccs213:Cardiac anom:0.051 Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.386 [0.968 5.880] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs211:Ot conn tiss:1.000 Diagnosis:9ccs204:Ot joint dx:0.255 Diagnosis:9ccs105:Conduction:0.222 Diagnosis:9ccs95:Oth nerv dx:0.147 Diagnosis:9ccs52:Nutrit defic:0.126 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.124 Diagnosis:9ccs134:Ot uppr resp:0.111 Newborn Diagnosis:9ccs200:Oth skin dx:0.107 Newborn Diagnosis:9ccs191:Amnios dx:0.095 Newborn Diagnosis:9ccs96:Hrt valve dx:0.084 Diagnosis:9ccs76:Meningitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.308 [0.546 3.136] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs76:Meningitis:1.000 Lab:297275 STREP RAPID TEST (POCT):0.106 Diagnosis:9ccs92:Otitis media:0.103 Diagnosis:9ccs124:Tonsillitis:0.084 Diagnosis:9ccs4:Mycoses:0.082 Number of Visits:0.075 Diagnosis:9ccs133:Oth low resp:0.073 Diagnosis:9ccs126:Ot up rsp in:0.063 Diagnosis:9ccs7:Viral infect:0.058 Diagnosis:9ccs257:Ot aftercare:0.051 Diagnosis:9ccs123:Influenza | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.354 [0.595 3.082] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs123:Influenza:1.000 Diagnosis:9ccs188:Pelvic obstr:0.184 Number of Visits:0.134 Diagnosis:9ccs221:Resp distres:0.128 Diagnosis:9ccs122:Pneumonia:0.109 Diagnosis:9ccs128:Asthma:0.107 Diagnosis:9ccs56:Cystic fibro:0.103 Diagnosis:9ccs246:FUO:0.077 Diagnosis:9ccs92:Otitis media:0.076 Diagnosis:9ccs126:Ot up rsp in:0.068 Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 68 | OR_unadj: 1.092 [0.616 1.935] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs143:Abdom hernia:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.136 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.119 Diagnosis:9ccs51:Ot endo dsor:0.114 Lab:323854 CULTURE FECES - Sunrise:0.107 Lab:294199 BILIRUBIN SCAN - LMC:-0.104 Diagnosis:9ccs128:Asthma:0.103 Diagnosis:9ccs259:Unclassified:0.100 Number of Visits:0.095 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.093 Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 0.733 [0.278 1.935] | indivs AUC:0.487 Correlated most with: Diagnosis:9ccs89:Blindness:1.000 Diagnosis:9ccs91:Other eye dx:0.242 Diagnosis:9ccs217:Ot cong anom:0.212 Diagnosis:9ccs145:Int obstruct:0.211 Diagnosis:9ccs129:Asp pneumon:0.184 Lab:306854 PLATELET COUNT - Sunrise:-0.131 Diagnosis:9ccs213:Cardiac anom:0.129 Diagnosis:9ccs72:Anxiety dx:0.128 Diagnosis:9ccs70:Schizo/rl dx:0.128 Diagnosis:9ccs223:Birth trauma:0.109 Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 39 | OR_unadj: 1.225 [0.592 2.537] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs47:Ot bnign neo:1.000 Diagnosis:9ccs105:Conduction:0.158 Newborn Diagnosis:9ccs200:Oth skin dx:0.155 Diagnosis:9ccs44:Neoplsm unsp:0.109 Diagnosis:9ccs62:Coag/hemr dx:0.105 Diagnosis:9ccs117:Ot circul dx:0.093 Diagnosis:9ccs214:GI cong anom:0.074 Diagnosis:9ccs217:Ot cong anom:0.071 Diagnosis:9ccs166:Oth male gen:0.069 Diagnosis:9ccs212:Ot bone dx:0.064 Vital: Wt for Len Percentile-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Diagnosis:9ccs214:GI cong anom:0.128 Diagnosis:9ccs138:Esophgeal dx:0.089 Diagnosis:9ccs51:Ot endo dsor:-0.084 Diagnosis:9ccs141:Ot dx stomch:0.077 Diagnosis:9ccs3:Oth bact inf:0.077 Diagnosis:9ccs163:Other GU dx:0.074 Diagnosis:9ccs165:Inf male gen:-0.065 Diagnosis:9ccs223:Birth trauma:0.056 Newborn Diagnosis:9ccs96:Hrt valve dx:0.055 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.053 Diagnosis:9ccs205:Back problem | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs205:Back problem:1.000 Diagnosis:9ccs245:Syncope:0.157 Lab:294203 BILIRUBIN TOTAL - LMC:0.095 Diagnosis:9ccs251:Abdomnl pain:0.082 Diagnosis:9ccs133:Oth low resp:0.080 Diagnosis:9ccs224:Ot perint dx:0.077 Diagnosis:9ccs161:Ot dx kidney:0.075 Diagnosis:9ccs216:Nerv cong an:0.073 Number of Visits:0.069 Diagnosis:9ccs48:Thyroid dsor:0.067 Diagnosis:9ccs153:GI hemorrhag | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.175 [0.023 1.306] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs153:GI hemorrhag:1.000 Diagnosis:9ccs154:Gastroent:0.209 Lab:321098 OCCULT BLOOD FECES - Sunrise:0.190 Lab:294048 STOOL CULTURE - LMC:0.178 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.155 Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.155 Lab:323854 CULTURE FECES - Sunrise:0.127 Diagnosis:9ccs140:Gastritis:0.113 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.095 Diagnosis:9ccs155:Other GI dx:0.088 Diagnosis:9ccs247:Lymph enlarg | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.627 [0.240 1.634] | indivs AUC:0.483 Correlated most with: Diagnosis:9ccs247:Lymph enlarg:1.000 Diagnosis:9ccs3:Oth bact inf:0.202 Newborn Diagnosis:9ccs204:Ot joint dx:0.172 Newborn Diagnosis:9ccs161:Ot dx kidney:0.120 Newborn Diagnosis:9ccs63:Wht blood dx:0.120 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.105 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.096 Diagnosis:9ccs163:Other GU dx:0.090 Diagnosis:9ccs197:Skin infectn:0.087 Number of Visits:0.084 Vital: HC Percentile-latest | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 0.784 [0.264 2.329] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs5:HIV infectn:0.122 Diagnosis:9ccs48:Thyroid dsor:0.090 Diagnosis:9ccs83:Epilepsy/cnv:-0.084 Newborn Diagnosis:9ccs253:Allergy:-0.053 Diagnosis:9ccs94:Other ear dx:-0.049 Diagnosis:9ccs138:Esophgeal dx:-0.048 Diagnosis:9ccs4:Mycoses:-0.045 Diagnosis:10ccs58:Ot nutrit dx:0.045 Diagnosis:9ccs234:Crush injury:0.045 Diagnosis:9ccs113:Late eff CVD:-0.043 Newborn Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 0.997 [0.506 1.966] | indivs AUC:0.506 Correlated most with: Newborn Diagnosis:9ccs215:gu cong anom:1.000 Diagnosis:9ccs161:Ot dx kidney:0.472 Newborn Diagnosis:9ccs161:Ot dx kidney:0.197 Diagnosis:9ccs215:gu cong anom:0.185 Newborn Diagnosis:9ccs217:Ot cong anom:0.150 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.139 Diagnosis:9ccs98:HTN:0.139 Newborn Diagnosis:9ccs166:Oth male gen:0.139 Diagnosis:9ccs162:Ot dx bladdr:0.139 Newborn Diagnosis:9ccs130:Pleurisy:0.139 Diagnosis:9ccs236:Opn wnd extr | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs236:Opn wnd extr:1.000 Newborn Diagnosis:9ccs95:Oth nerv dx:0.202 Newborn Diagnosis:9ccs213:Cardiac anom:0.146 Diagnosis:9ccs244:Other injury:0.076 Diagnosis:9ccs213:Cardiac anom:0.071 Diagnosis:9ccs125:Bronchitis:0.067 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.050 Newborn Diagnosis:9ccs94:Other ear dx:-0.050 Newborn Diagnosis:9ccs256:Exam/eval:0.049 Diagnosis:9ccs127:COPD:0.044 Newborn Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.778 [0.604 5.234] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs213:Cardiac anom:0.441 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.257 Diagnosis:9ccs104:Oth heart dx:0.257 Newborn Diagnosis:9ccs104:Oth heart dx:0.257 Newborn Diagnosis:9ccs239:Superfic inj:0.257 Newborn Diagnosis:9ccs97:Carditis:0.257 Diagnosis:9ccs96:Hrt valve dx:0.208 Lab:292147 TSH - Sunrise:-0.169 Newborn Diagnosis:9ccs96:Hrt valve dx:0.156 Diagnosis:9ccs167:Breast dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs167:Breast dx:1.000 Newborn Diagnosis:9ccs221:Resp distres:0.135 Diagnosis:9ccs134:Ot uppr resp:0.066 Diagnosis:9ccs128:Asthma:0.058 Newborn Diagnosis:9ccs219:Low birth wt:0.038 Diagnosis:9ccs259:Unclassified:0.035 Diagnosis:9ccs136:Teeth dx:0.033 Diagnosis:9ccs217:Ot cong anom:0.031 Diagnosis:9ccs256:Exam/eval:0.030 Diagnosis:9ccs257:Ot aftercare:0.029 Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs216:Nerv cong an:1.000 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.288 Newborn Diagnosis:9ccs133:Oth low resp:0.202 Newborn Diagnosis:9ccs216:Nerv cong an:0.164 Diagnosis:9ccs95:Oth nerv dx:0.156 Diagnosis:9ccs83:Epilepsy/cnv:0.115 Diagnosis:9ccs59:Anemia:0.108 Diagnosis:9ccs62:Coag/hemr dx:0.097 Diagnosis:9ccs74:Ot mentl cnd:0.078 Diagnosis:9ccs55:Fluid/elc dx:0.073 Diagnosis:9ccs251:Abdomnl pain | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.520 [0.391 5.904] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:1.000 Diagnosis:9ccs141:Ot dx stomch:0.090 Diagnosis:9ccs205:Back problem:0.082 Diagnosis:9ccs55:Fluid/elc dx:0.082 Diagnosis:9ccs136:Teeth dx:0.066 Diagnosis:9ccs153:GI hemorrhag:0.061 Diagnosis:9ccs58:Ot nutrit dx:0.054 Diagnosis:9ccs123:Influenza:0.050 Diagnosis:9ccs154:Gastroent:0.043 Lab:297262 HEMOGLOBIN (HEMOCUE):0.042 * Diagnosis:9ccs154:Gastroent | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.210 [0.050 0.880] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs154:Gastroent:1.000 Diagnosis:9ccs153:GI hemorrhag:0.209 Diagnosis:9ccs155:Other GI dx:0.191 Diagnosis:9ccs120:Hemmorhoids:0.167 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.167 Diagnosis:9ccs133:Oth low resp:0.166 Number of Visits:0.145 Lab:294048 STOOL CULTURE - LMC:0.139 Diagnosis:9ccs256:Exam/eval:0.138 Diagnosis:9ccs253:Allergy:0.121 Newborn Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.127 [0.478 2.660] | indivs AUC:0.505 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:1.000 Diagnosis:9ccs223:Birth trauma:0.273 Diagnosis:9ccs188:Pelvic obstr:0.184 Newborn Diagnosis:9ccs91:Other eye dx:0.184 Diagnosis:9ccs231:Oth fracture:0.103 Diagnosis:9ccs229:Fx arm:0.103 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.074 Diagnosis:9ccs198:Ot infl skin:0.066 Diagnosis:9ccs83:Epilepsy/cnv:0.066 Diagnosis:9ccs234:Crush injury:0.056 Diagnosis:9ccs147:Anal/rectal | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.615 [0.558 4.678] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs147:Anal/rectal:1.000 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.249 Diagnosis:9ccs120:Hemmorhoids:0.249 Diagnosis:9ccs229:Fx arm:0.141 Diagnosis:9ccs56:Cystic fibro:0.141 Diagnosis:9ccs155:Other GI dx:0.132 Lab:294048 STOOL CULTURE - LMC:0.120 Lab:297262 HEMOGLOBIN (HEMOCUE):0.094 Diagnosis:9ccs165:Inf male gen:0.094 Newborn Diagnosis:9ccs253:Allergy:0.089 Vital: Wt for Len Percentile-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs214:GI cong anom:0.157 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.115 Diagnosis:9ccs141:Ot dx stomch:0.095 Diagnosis:9ccs3:Oth bact inf:0.095 Diagnosis:9ccs134:Ot uppr resp:-0.079 Diagnosis:9ccs223:Birth trauma:0.069 Diagnosis:9ccs89:Blindness:0.059 Newborn Diagnosis:9ccs223:Birth trauma:0.058 Diagnosis:9ccs96:Hrt valve dx:-0.045 Diagnosis:9ccs94:Other ear dx:-0.044 Newborn Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.504 Correlated most with: Newborn Diagnosis:9ccs95:Oth nerv dx:1.000 Newborn Diagnosis:9ccs138:Esophgeal dx:0.353 Newborn Diagnosis:9ccs68:Senil/org mn:0.353 Diagnosis:9ccs236:Opn wnd extr:0.202 Diagnosis:9ccs2:Septicemia:0.130 Newborn Diagnosis:9ccs253:Allergy:0.130 Newborn Diagnosis:9ccs256:Exam/eval:0.093 Diagnosis:9ccs140:Gastritis:0.093 Newborn Diagnosis:9ccs213:Cardiac anom:0.086 Diagnosis:9ccs217:Ot cong anom:0.075 Diagnosis:9ccs2603:E Codes: Fall | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 1.370 [0.655 2.866] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs2603:E Codes: Fall:1.000 Diagnosis:10ccs58:Ot nutrit dx:0.703 Diagnosis:9ccs8:Oth infectns:0.132 Diagnosis:9ccs64:Ot hematl dx:0.128 Diagnosis:9ccs165:Inf male gen:0.124 Diagnosis:9ccs70:Schizo/rl dx:0.114 Diagnosis:9ccs2619:e codes: other specified- nec:0.114 Number of Visits:0.100 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.097 Diagnosis:9ccs2620:E Codes: Unspecified:0.091 Diagnosis:9ccs258:Other screen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.822 [0.358 1.886] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs258:Other screen:1.000 Diagnosis:9ccs2619:e codes: other specified- nec:0.230 Diagnosis:9ccs239:Superfic inj:0.184 Diagnosis:9ccs137:Mouth dx:0.165 Newborn Diagnosis:9ccs134:Ot uppr resp:0.163 Number of Visits:0.156 Diagnosis:9ccs155:Other GI dx:0.145 Lab:295490 17 HYDROXYPROGESTERONE - LMC:0.117 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:-0.117 Newborn Diagnosis:9ccs47:Ot bnign neo:0.113 Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:1.000 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.353 Newborn Diagnosis:9ccs216:Nerv cong an:0.202 Diagnosis:9ccs83:Epilepsy/cnv:0.144 Lab:295669 BILIRUBIN DIRECT - LMC:-0.113 Diagnosis:9ccs47:Ot bnign neo:0.105 Diagnosis:9ccs166:Oth male gen:0.098 Diagnosis:9ccs216:Nerv cong an:0.097 Diagnosis:9ccs55:Fluid/elc dx:0.093 Diagnosis:9ccs197:Skin infectn:0.086 Lab:297275 STREP RAPID TEST (POCT) | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Lab:297275 STREP RAPID TEST (POCT):1.000 Diagnosis:9ccs145:Int obstruct:0.264 Diagnosis:9ccs3:Oth bact inf:0.138 Diagnosis:9ccs76:Meningitis:0.106 Diagnosis:9ccs105:Conduction:-0.081 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.070 Diagnosis:9ccs153:GI hemorrhag:-0.053 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.048 Diagnosis:9ccs163:Other GU dx:-0.047 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.044 Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.388 [0.117 1.286] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs219:Low birth wt:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.467 Newborn Diagnosis:9ccs253:Allergy:0.271 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.264 Newborn Diagnosis:9ccs256:Exam/eval:0.214 Newborn Diagnosis:9ccs222:Perint jaund:0.213 Newborn Diagnosis:9ccs200:Oth skin dx:0.178 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.130 Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.130 Diagnosis:9ccs2611:E Codes: Natural/environment:0.126 Vital: HC Percentile-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.329 [0.351 5.033] | indivs AUC:0.496 Correlated most with: Lab:294048 STOOL CULTURE - LMC:0.118 Diagnosis:9ccs153:GI hemorrhag:0.077 Diagnosis:9ccs2603:E Codes: Fall:0.075 Diagnosis:9ccs222:Perint jaund:0.057 Diagnosis:9ccs256:Exam/eval:0.054 Lab:306617 OCCULT BLOOD TEST (FECAL):0.052 Diagnosis:9ccs128:Asthma:-0.052 Diagnosis:9ccs208:Acq foot def:-0.051 Lab:295669 BILIRUBIN DIRECT - LMC:0.045 Newborn Diagnosis:9ccs253:Allergy:-0.043 Lab:292495 LEAD LEVEL - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:1.000 Diagnosis:9ccs243:Poisn nonmed:-0.102 Diagnosis:9ccs217:Ot cong anom:0.085 Diagnosis:9ccs113:Late eff CVD:0.051 Diagnosis:9ccs125:Bronchitis:0.041 Diagnosis:9ccs155:Other GI dx:0.040 Diagnosis:9ccs145:Int obstruct:-0.039 Diagnosis:9ccs126:Ot up rsp in:-0.035 Diagnosis:9ccs51:Ot endo dsor:-0.034 Diagnosis:9ccs253:Allergy:0.032 Vital: HC Percentile-gain10to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs5:HIV infectn:0.464 Diagnosis:9ccs234:Crush injury:-0.098 Diagnosis:9ccs48:Thyroid dsor:-0.074 Diagnosis:10ccs58:Ot nutrit dx:-0.064 Diagnosis:9ccs10:Immuniz/scrn:-0.058 Number of Visits:-0.058 Newborn Diagnosis:9ccs259:Unclassified:0.056 Diagnosis:9ccs217:Ot cong anom:-0.048 Diagnosis:9ccs2603:E Codes: Fall:-0.045 Diagnosis:9ccs7:Viral infect:-0.044 Lab:306617 OCCULT BLOOD TEST (FECAL) | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Lab:306617 OCCULT BLOOD TEST (FECAL):1.000 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.153 Diagnosis:9ccs247:Lymph enlarg:-0.105 Diagnosis:9ccs91:Other eye dx:-0.100 Diagnosis:9ccs258:Other screen:-0.099 Lab:294203 BILIRUBIN TOTAL - LMC:-0.082 Lab:294048 STOOL CULTURE - LMC:0.080 Lab:295669 BILIRUBIN DIRECT - LMC:-0.078 Diagnosis:9ccs224:Ot perint dx:-0.069 Diagnosis:9ccs222:Perint jaund:-0.068 Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.352 [0.045 2.758] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs3:Oth bact inf:1.000 Lab:297280 GLUCOSE REAGENT STRIP:0.214 Newborn Diagnosis:9ccs63:Wht blood dx:0.211 Diagnosis:9ccs232:Sprain:0.211 Diagnosis:9ccs247:Lymph enlarg:0.202 Lab:297275 STREP RAPID TEST (POCT):0.138 Diagnosis:9ccs246:FUO:0.131 Diagnosis:9ccs128:Asthma:0.062 Diagnosis:9ccs58:Ot nutrit dx:0.049 Diagnosis:9ccs137:Mouth dx:0.047 Diagnosis:9ccs246:FUO | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs246:FUO:1.000 Diagnosis:9ccs232:Sprain:0.315 Diagnosis:9ccs2:Septicemia:0.166 Diagnosis:9ccs3:Oth bact inf:0.131 Diagnosis:9ccs239:Superfic inj:0.093 Diagnosis:9ccs240:Burns:0.092 Number of Visits:0.080 Diagnosis:9ccs123:Influenza:0.077 Diagnosis:9ccs247:Lymph enlarg:0.071 Diagnosis:9ccs154:Gastroent:0.069 Vital: HC Percentile-gain3to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.500 Correlated most with: Lab:294048 STOOL CULTURE - LMC:-0.105 Diagnosis:9ccs2603:E Codes: Fall:-0.093 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.075 Diagnosis:9ccs153:GI hemorrhag:-0.069 Diagnosis:9ccs76:Meningitis:-0.055 Diagnosis:9ccs154:Gastroent:-0.053 Diagnosis:9ccs92:Otitis media:-0.051 Newborn Diagnosis:9ccs224:Ot perint dx:0.048 Diagnosis:9ccs90:Eye infectn:-0.047 Diagnosis:9ccs4:Mycoses:-0.046 Newborn Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.641 [0.141 2.905] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.314 Newborn Diagnosis:9ccs130:Pleurisy:0.276 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.276 Newborn Diagnosis:9ccs91:Other eye dx:0.276 Lab:295490 17 HYDROXYPROGESTERONE - LMC:0.197 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:-0.197 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.183 Lab:292147 TSH - Sunrise:-0.181 Newborn Diagnosis:9ccs256:Exam/eval:0.179 Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.421 [0.548 3.688] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs223:Birth trauma:1.000 Newborn Diagnosis:9ccs223:Birth trauma:0.273 Newborn Diagnosis:9ccs2620:E Codes: Unspecified:0.217 Newborn Diagnosis:9ccs229:Fx arm:0.217 Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:0.217 Diagnosis:9ccs70:Schizo/rl dx:0.152 Diagnosis:9ccs2620:E Codes: Unspecified:0.122 Diagnosis:9ccs89:Blindness:0.109 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.087 Diagnosis:9ccs83:Epilepsy/cnv:0.082 Lab:306605 BILIRUBIN DIRECT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Lab:306605 BILIRUBIN DIRECT - Sunrise:1.000 Lab:292147 TSH - Sunrise:0.723 Diagnosis:9ccs48:Thyroid dsor:0.258 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.142 Diagnosis:9ccs58:Ot nutrit dx:0.073 Diagnosis:9ccs239:Superfic inj:0.072 Diagnosis:9ccs126:Ot up rsp in:-0.048 Lab:306617 OCCULT BLOOD TEST (FECAL):0.046 Diagnosis:9ccs222:Perint jaund:-0.045 Diagnosis:9ccs151:Oth liver dx:0.038 Vital: HC Percentile-avg0to1 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.492 Correlated most with: Newborn Diagnosis:9ccs253:Allergy:-0.170 Diagnosis:9ccs117:Ot circul dx:-0.101 Diagnosis:9ccs213:Cardiac anom:-0.080 Newborn Diagnosis:9ccs213:Cardiac anom:0.080 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.075 Diagnosis:9ccs244:Other injury:-0.070 Diagnosis:9ccs143:Abdom hernia:-0.068 Diagnosis:9ccs96:Hrt valve dx:-0.066 Diagnosis:9ccs4:Mycoses:-0.062 Diagnosis:9ccs47:Ot bnign neo:-0.054 Diagnosis:9ccs140:Gastritis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 2.226 [0.724 6.844] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs140:Gastritis:1.000 Diagnosis:9ccs153:GI hemorrhag:0.113 Diagnosis:9ccs213:Cardiac anom:0.098 Newborn Diagnosis:9ccs95:Oth nerv dx:0.093 Lab:323854 CULTURE FECES - Sunrise:-0.080 Diagnosis:9ccs55:Fluid/elc dx:0.070 Newborn Diagnosis:9ccs213:Cardiac anom:0.064 Diagnosis:10ccs58:Ot nutrit dx:0.057 Diagnosis:9ccs257:Ot aftercare:0.056 Diagnosis:9ccs159:UTI:0.052 Diagnosis:9ccs240:Burns | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.830 [0.278 2.482] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs240:Burns:1.000 Diagnosis:9ccs232:Sprain:0.152 Diagnosis:9ccs243:Poisn nonmed:0.124 Number of Visits:0.123 Diagnosis:9ccs258:Other screen:0.093 Diagnosis:9ccs246:FUO:0.092 Diagnosis:9ccs259:Unclassified:0.076 Diagnosis:9ccs239:Superfic inj:0.072 Diagnosis:9ccs89:Blindness:0.068 Diagnosis:9ccs7:Viral infect:0.068 Newborn Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs47:Ot bnign neo:1.000 Diagnosis:9ccs106:Dysrhythmia:0.353 Newborn Diagnosis:9ccs191:Amnios dx:0.315 Diagnosis:9ccs83:Epilepsy/cnv:0.148 Diagnosis:9ccs258:Other screen:0.113 Diagnosis:9ccs161:Ot dx kidney:0.107 Newborn Diagnosis:9ccs215:gu cong anom:0.096 Newborn Diagnosis:9ccs217:Ot cong anom:0.093 Number of Visits:0.054 Diagnosis:9ccs217:Ot cong anom:0.053 Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.293 [0.038 2.259] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs55:Fluid/elc dx:1.000 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.276 Newborn Diagnosis:9ccs216:Nerv cong an:0.157 Newborn Diagnosis:9ccs213:Cardiac anom:0.136 Diagnosis:9ccs62:Coag/hemr dx:0.093 Diagnosis:9ccs219:Low birth wt:0.091 Diagnosis:9ccs251:Abdomnl pain:0.082 Diagnosis:9ccs2603:E Codes: Fall:0.081 Diagnosis:9ccs161:Ot dx kidney:0.075 Diagnosis:9ccs216:Nerv cong an:0.073 Vital: BP-latest | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs221:Resp distres:0.446 Diagnosis:9ccs123:Influenza:0.207 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.132 Diagnosis:9ccs59:Anemia:0.091 Diagnosis:9ccs83:Epilepsy/cnv:-0.088 Diagnosis:9ccs219:Low birth wt:0.087 Diagnosis:9ccs122:Pneumonia:0.072 Diagnosis:9ccs124:Tonsillitis:0.064 Diagnosis:9ccs95:Oth nerv dx:-0.060 Diagnosis:9ccs217:Ot cong anom:-0.051 Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs163:Other GU dx:1.000 Newborn Diagnosis:9ccs161:Ot dx kidney:0.202 Diagnosis:9ccs145:Int obstruct:0.164 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.164 Diagnosis:9ccs159:UTI:0.164 Newborn Diagnosis:9ccs217:Ot cong anom:0.147 Diagnosis:9ccs161:Ot dx kidney:0.124 Newborn Diagnosis:9ccs215:gu cong anom:0.110 Diagnosis:9ccs2:Septicemia:0.104 Diagnosis:9ccs247:Lymph enlarg:0.090 Diagnosis:9ccs141:Ot dx stomch | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:1.000 Diagnosis:9ccs250:Nausea/vomit:0.179 Diagnosis:9ccs214:GI cong anom:0.148 Diagnosis:9ccs251:Abdomnl pain:0.090 Diagnosis:9ccs138:Esophgeal dx:0.088 Diagnosis:9ccs257:Ot aftercare:0.074 Diagnosis:9ccs128:Asthma:0.062 Lab:295669 BILIRUBIN DIRECT - LMC:0.061 Diagnosis:9ccs143:Abdom hernia:0.059 Diagnosis:9ccs224:Ot perint dx:0.052 Diagnosis:9ccs232:Sprain | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs232:Sprain:1.000 Lab:297280 GLUCOSE REAGENT STRIP:0.500 Diagnosis:9ccs246:FUO:0.315 Diagnosis:9ccs3:Oth bact inf:0.211 Diagnosis:9ccs240:Burns:0.152 Diagnosis:9ccs256:Exam/eval:0.114 Diagnosis:9ccs58:Ot nutrit dx:0.106 Diagnosis:9ccs159:UTI:0.081 Diagnosis:9ccs138:Esophgeal dx:0.075 Diagnosis:9ccs10:Immuniz/scrn:-0.071 Vital: BMI Percentile-avg10to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs208:Acq foot def:0.268 Diagnosis:9ccs159:UTI:0.088 Diagnosis:9ccs259:Unclassified:0.068 Diagnosis:9ccs127:COPD:0.067 Diagnosis:9ccs91:Other eye dx:-0.059 MatDeliveryAge:-0.048 Diagnosis:9ccs10:Immuniz/scrn:-0.044 Diagnosis:9ccs155:Other GI dx:0.038 Diagnosis:9ccs125:Bronchitis:0.038 Diagnosis:9ccs200:Oth skin dx:0.037 Vital: BMI Percentile-gain10to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs208:Acq foot def:-0.268 Diagnosis:9ccs159:UTI:-0.088 Diagnosis:9ccs259:Unclassified:-0.068 Diagnosis:9ccs127:COPD:-0.067 Diagnosis:9ccs91:Other eye dx:0.059 MatDeliveryAge:0.048 Diagnosis:9ccs10:Immuniz/scrn:0.044 Diagnosis:9ccs155:Other GI dx:-0.038 Diagnosis:9ccs125:Bronchitis:-0.038 Diagnosis:9ccs200:Oth skin dx:-0.037 Lab:294495 LEAD, BLOOD - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:294495 LEAD, BLOOD - LMC:1.000 Diagnosis:9ccs95:Oth nerv dx:-0.103 Newborn Diagnosis:9ccs217:Ot cong anom:0.099 Lab:294203 BILIRUBIN TOTAL - LMC:-0.074 Newborn Diagnosis:9ccs256:Exam/eval:0.073 Diagnosis:9ccs136:Teeth dx:0.065 Lab:295669 BILIRUBIN DIRECT - LMC:-0.059 Diagnosis:9ccs96:Hrt valve dx:-0.059 Diagnosis:9ccs94:Other ear dx:-0.058 Diagnosis:9ccs134:Ot uppr resp:0.058 Newborn Diagnosis:9ccs191:Amnios dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:1.000 Newborn Diagnosis:9ccs47:Ot bnign neo:0.315 Newborn Diagnosis:9ccs217:Ot cong anom:0.240 Diagnosis:9ccs106:Dysrhythmia:0.222 Diagnosis:9ccs211:Ot conn tiss:0.095 Diagnosis:9ccs117:Ot circul dx:0.095 Diagnosis:9ccs83:Epilepsy/cnv:0.090 Diagnosis:9ccs89:Blindness:0.077 Diagnosis:9ccs90:Eye infectn:0.067 Diagnosis:9ccs258:Other screen:0.067 Vital: HC Percentile-avg13to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs5:HIV infectn:0.302 Diagnosis:9ccs122:Pneumonia:0.064 Newborn Diagnosis:9ccs94:Other ear dx:0.057 Newborn Diagnosis:9ccs224:Ot perint dx:0.052 Diagnosis:9ccs127:COPD:-0.052 Diagnosis:9ccs91:Other eye dx:-0.045 Diagnosis:9ccs58:Ot nutrit dx:-0.045 Newborn Diagnosis:9ccs259:Unclassified:0.037 Diagnosis:9ccs96:Hrt valve dx:0.035 Diagnosis:9ccs92:Otitis media:-0.026 Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.386 [0.968 5.880] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs117:Ot circul dx:1.000 Diagnosis:9ccs96:Hrt valve dx:0.228 Diagnosis:9ccs213:Cardiac anom:0.225 Newborn Diagnosis:9ccs106:Dysrhythmia:0.222 Diagnosis:9ccs105:Conduction:0.222 Newborn Diagnosis:9ccs97:Carditis:0.222 Newborn Diagnosis:9ccs239:Superfic inj:0.222 Newborn Diagnosis:9ccs104:Oth heart dx:0.222 Newborn Diagnosis:9ccs200:Oth skin dx:0.220 Newborn Diagnosis:9ccs253:Allergy:0.164 Vital: HC Percentile-gain7to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs216:Nerv cong an:-0.134 Diagnosis:9ccs234:Crush injury:0.092 Newborn Diagnosis:9ccs223:Birth trauma:-0.082 Diagnosis:9ccs95:Oth nerv dx:-0.068 Newborn Diagnosis:9ccs215:gu cong anom:-0.063 Diagnosis:10ccs58:Ot nutrit dx:0.060 Diagnosis:9ccs124:Tonsillitis:-0.059 Diagnosis:9ccs143:Abdom hernia:-0.057 Diagnosis:9ccs48:Thyroid dsor:-0.055 Diagnosis:9ccs166:Oth male gen:-0.049 Vital: HC Percentile-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs0:No DX:-0.067 Diagnosis:9ccs94:Other ear dx:-0.063 Diagnosis:9ccs256:Exam/eval:-0.063 Diagnosis:9ccs136:Teeth dx:-0.056 Diagnosis:9ccs259:Unclassified:0.056 Diagnosis:9ccs2603:E Codes: Fall:-0.055 Diagnosis:9ccs134:Ot uppr resp:-0.050 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.049 Diagnosis:9ccs197:Skin infectn:-0.047 Number of Visits:-0.037 Lab:294048 STOOL CULTURE - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:294048 STOOL CULTURE - LMC:1.000 Diagnosis:9ccs153:GI hemorrhag:0.178 Diagnosis:9ccs154:Gastroent:0.139 Diagnosis:9ccs147:Anal/rectal:0.120 Diagnosis:9ccs165:Inf male gen:-0.119 Lab:306617 OCCULT BLOOD TEST (FECAL):0.080 Diagnosis:9ccs256:Exam/eval:0.071 Diagnosis:9ccs134:Ot uppr resp:-0.066 Diagnosis:9ccs4:Mycoses:0.064 Diagnosis:9ccs74:Ot mentl cnd:-0.061 Lab:294147 FREE T4 - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.506 Correlated most with: Lab:294147 FREE T4 - LMC:1.000 Diagnosis:9ccs204:Ot joint dx:-0.434 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.386 Diagnosis:9ccs48:Thyroid dsor:0.232 Diagnosis:9ccs165:Inf male gen:-0.110 Diagnosis:9ccs136:Teeth dx:-0.069 Diagnosis:9ccs143:Abdom hernia:0.062 Diagnosis:9ccs90:Eye infectn:-0.041 Diagnosis:9ccs125:Bronchitis:-0.040 Diagnosis:9ccs133:Oth low resp:0.035 Vital: HC Percentile-gain5to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs216:Nerv cong an:0.125 Diagnosis:9ccs48:Thyroid dsor:0.116 Newborn Diagnosis:9ccs223:Birth trauma:0.076 Diagnosis:9ccs95:Oth nerv dx:0.063 Newborn Diagnosis:9ccs215:gu cong anom:0.058 Diagnosis:9ccs124:Tonsillitis:0.055 Diagnosis:9ccs143:Abdom hernia:0.053 Diagnosis:9ccs166:Oth male gen:0.046 Diagnosis:9ccs257:Ot aftercare:0.045 Diagnosis:9ccs215:gu cong anom:0.045 Newborn Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs216:Nerv cong an:1.000 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.577 Diagnosis:9ccs62:Coag/hemr dx:0.202 Diagnosis:9ccs216:Nerv cong an:0.164 Diagnosis:9ccs55:Fluid/elc dx:0.157 Newborn Diagnosis:9ccs213:Cardiac anom:0.146 Diagnosis:9ccs96:Hrt valve dx:0.131 Diagnosis:9ccs117:Ot circul dx:0.126 Diagnosis:9ccs83:Epilepsy/cnv:0.119 Lab:295669 BILIRUBIN DIRECT - LMC:-0.109 Diagnosis:9ccs238:Complic proc | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs238:Complic proc:1.000 Lab:306854 PLATELET COUNT - Sunrise:0.413 Diagnosis:9ccs151:Oth liver dx:0.080 Diagnosis:9ccs124:Tonsillitis:0.070 Diagnosis:9ccs222:Perint jaund:0.067 Lab:295669 BILIRUBIN DIRECT - LMC:-0.050 MatDeliveryAge:-0.038 Diagnosis:9ccs7:Viral infect:-0.038 Diagnosis:9ccs126:Ot up rsp in:-0.038 Diagnosis:9ccs257:Ot aftercare:-0.037 Diagnosis:9ccs2604:E Codes: Fire/burn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2604:E Codes: Fire/burn:1.000 Diagnosis:10ccs238:Complic proc:1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):0.132 Diagnosis:9ccs96:Hrt valve dx:0.076 Diagnosis:9ccs155:Other GI dx:0.040 Diagnosis:9ccs257:Ot aftercare:0.027 Diagnosis:9ccs7:Viral infect:0.026 Newborn Diagnosis:9ccs224:Ot perint dx:0.026 Diagnosis:9ccs92:Otitis media:0.026 Diagnosis:9ccs253:Allergy:-0.023 Vital: BMI Percentile-gain7to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs208:Acq foot def:0.268 Diagnosis:9ccs159:UTI:0.088 Diagnosis:9ccs259:Unclassified:0.068 Diagnosis:9ccs127:COPD:0.067 Diagnosis:9ccs91:Other eye dx:-0.059 MatDeliveryAge:-0.048 Diagnosis:9ccs10:Immuniz/scrn:-0.044 Diagnosis:9ccs155:Other GI dx:0.038 Diagnosis:9ccs125:Bronchitis:0.038 Diagnosis:9ccs200:Oth skin dx:0.037 Vital: HC Percentile-gain1to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs76:Meningitis:0.097 Diagnosis:9ccs259:Unclassified:-0.053 Diagnosis:9ccs137:Mouth dx:0.053 Diagnosis:9ccs4:Mycoses:0.050 Lab:294048 STOOL CULTURE - LMC:0.050 Lab:295669 BILIRUBIN DIRECT - LMC:-0.037 Lab:306617 OCCULT BLOOD TEST (FECAL):0.036 Diagnosis:9ccs153:GI hemorrhag:0.033 Diagnosis:9ccs135:Intest infct:-0.029 Diagnosis:9ccs138:Esophgeal dx:-0.029 Diagnosis:9ccs56:Cystic fibro | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs56:Cystic fibro:1.000 Newborn Diagnosis:9ccs155:Other GI dx:0.287 Diagnosis:9ccs147:Anal/rectal:0.141 Newborn Diagnosis:9ccs259:Unclassified:0.132 Diagnosis:9ccs123:Influenza:0.103 Diagnosis:9ccs91:Other eye dx:0.084 Diagnosis:9ccs165:Inf male gen:0.078 Diagnosis:9ccs213:Cardiac anom:0.071 Diagnosis:9ccs159:UTI:0.064 Diagnosis:9ccs224:Ot perint dx:0.058 Diagnosis:9ccs204:Ot joint dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs204:Ot joint dx:1.000 Lab:294147 FREE T4 - LMC:-0.434 Lab:294205 TSH REFLEX TO FT4 - LMC:0.350 Diagnosis:9ccs211:Ot conn tiss:0.255 Diagnosis:9ccs165:Inf male gen:0.078 Diagnosis:9ccs244:Other injury:0.076 Diagnosis:9ccs125:Bronchitis:0.067 Diagnosis:9ccs215:gu cong anom:0.055 Number of Visits:0.054 Diagnosis:9ccs250:Nausea/vomit:0.053 Diagnosis:10ccs238:Complic proc | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2604:E Codes: Fire/burn:1.000 Diagnosis:10ccs238:Complic proc:1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):0.132 Diagnosis:9ccs96:Hrt valve dx:0.076 Diagnosis:9ccs155:Other GI dx:0.040 Diagnosis:9ccs257:Ot aftercare:0.027 Diagnosis:9ccs7:Viral infect:0.026 Newborn Diagnosis:9ccs224:Ot perint dx:0.026 Diagnosis:9ccs92:Otitis media:0.026 Diagnosis:9ccs253:Allergy:-0.023 Diagnosis:9ccs208:Acq foot def | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs208:Acq foot def:1.000 Newborn Diagnosis:9ccs166:Oth male gen:0.377 Diagnosis:9ccs259:Unclassified:0.056 Diagnosis:9ccs217:Ot cong anom:0.049 Diagnosis:9ccs256:Exam/eval:0.048 Diagnosis:9ccs95:Oth nerv dx:0.045 Newborn Diagnosis:9ccs215:gu cong anom:0.043 Newborn Diagnosis:9ccs217:Ot cong anom:0.042 Diagnosis:9ccs94:Other ear dx:0.041 Diagnosis:9ccs159:UTI:0.035 Diagnosis:9ccs2620:E Codes: Unspecified | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2620:E Codes: Unspecified:1.000 Diagnosis:9ccs117:Ot circul dx:0.126 Diagnosis:9ccs223:Birth trauma:0.122 Diagnosis:9ccs8:Oth infectns:0.122 Diagnosis:9ccs89:Blindness:0.103 Diagnosis:9ccs2603:E Codes: Fall:0.091 Diagnosis:9ccs258:Other screen:0.090 Diagnosis:9ccs4:Mycoses:0.076 Number of Visits:0.066 Diagnosis:9ccs198:Ot infl skin:0.064 Lab:294205 TSH REFLEX TO FT4 - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.506 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:1.000 Lab:294147 FREE T4 - LMC:-0.386 Diagnosis:9ccs204:Ot joint dx:0.350 Diagnosis:9ccs165:Inf male gen:0.089 Diagnosis:9ccs223:Birth trauma:-0.087 Newborn Diagnosis:9ccs223:Birth trauma:-0.074 Diagnosis:9ccs239:Superfic inj:0.065 Diagnosis:9ccs136:Teeth dx:0.056 Diagnosis:9ccs259:Unclassified:0.050 Newborn Diagnosis:9ccs215:gu cong anom:0.048 Lab:295490 17 HYDROXYPROGESTERONE - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:-1.000 Lab:295490 17 HYDROXYPROGESTERONE - LMC:1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):0.307 Newborn Diagnosis:9ccs221:Resp distres:0.197 Diagnosis:9ccs153:GI hemorrhag:-0.155 Diagnosis:9ccs219:Low birth wt:-0.130 Diagnosis:9ccs258:Other screen:0.117 Diagnosis:9ccs215:gu cong anom:0.079 Diagnosis:9ccs137:Mouth dx:0.077 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.074 Diagnosis:9ccs104:Oth heart dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs104:Oth heart dx:1.000 Newborn Diagnosis:9ccs213:Cardiac anom:0.257 Diagnosis:9ccs213:Cardiac anom:0.132 Newborn Diagnosis:9ccs219:Low birth wt:0.095 Diagnosis:9ccs259:Unclassified:0.089 Diagnosis:9ccs134:Ot uppr resp:0.074 Diagnosis:9ccs126:Ot up rsp in:-0.040 Number of Visits:-0.035 Diagnosis:9ccs257:Ot aftercare:0.027 Diagnosis:9ccs253:Allergy:-0.023 Lab:321981 BILIRUBIN TOTAL - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:1.000 Lab:306617 OCCULT BLOOD TEST (FECAL):0.153 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.142 Lab:292147 TSH - Sunrise:-0.106 Diagnosis:9ccs2603:E Codes: Fall:-0.085 Diagnosis:9ccs151:Oth liver dx:-0.083 Diagnosis:9ccs222:Perint jaund:0.077 Diagnosis:9ccs197:Skin infectn:0.057 Lab:294203 BILIRUBIN TOTAL - LMC:-0.055 Diagnosis:9ccs143:Abdom hernia:-0.054 Lab:292147 TSH - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Lab:292147 TSH - Sunrise:1.000 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.723 Newborn Diagnosis:9ccs221:Resp distres:-0.181 Diagnosis:9ccs48:Thyroid dsor:0.175 Newborn Diagnosis:9ccs213:Cardiac anom:-0.169 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.106 Diagnosis:9ccs95:Oth nerv dx:-0.095 Diagnosis:9ccs213:Cardiac anom:-0.088 Newborn Diagnosis:9ccs259:Unclassified:-0.079 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.068 Lab:323700 CULTURE THROAT W SENS - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.502 Correlated most with: Lab:323700 CULTURE THROAT W SENS - Sunrise:1.000 Diagnosis:9ccs211:Ot conn tiss:-0.124 Diagnosis:9ccs234:Crush injury:0.071 Diagnosis:9ccs215:gu cong anom:-0.061 Diagnosis:9ccs113:Late eff CVD:0.059 Diagnosis:9ccs135:Intest infct:-0.059 Diagnosis:9ccs166:Oth male gen:-0.059 Diagnosis:9ccs127:COPD:-0.052 Diagnosis:9ccs222:Perint jaund:0.052 Lab:297275 STREP RAPID TEST (POCT):-0.044 Vital: HC Percentile-gain13to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs5:HIV infectn:-0.403 Diagnosis:9ccs128:Asthma:0.059 Diagnosis:9ccs10:Immuniz/scrn:0.055 Diagnosis:9ccs198:Ot infl skin:0.055 Newborn Diagnosis:9ccs259:Unclassified:-0.049 Diagnosis:9ccs7:Viral infect:0.046 Diagnosis:9ccs253:Allergy:0.046 Diagnosis:9ccs125:Bronchitis:0.042 Diagnosis:9ccs200:Oth skin dx:0.041 Diagnosis:9ccs92:Otitis media:0.034 Diagnosis:9ccs243:Poisn nonmed | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.031 [0.592 6.976] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs243:Poisn nonmed:1.000 Diagnosis:9ccs145:Int obstruct:0.171 Diagnosis:9ccs51:Ot endo dsor:0.148 Diagnosis:9ccs240:Burns:0.124 Lab:292495 LEAD LEVEL - Sunrise:-0.102 Diagnosis:9ccs151:Oth liver dx:0.096 Diagnosis:9ccs92:Otitis media:-0.060 Diagnosis:9ccs209:Ot acq defor:0.054 Diagnosis:9ccs96:Hrt valve dx:0.050 Diagnosis:9ccs215:gu cong anom:0.049 Diagnosis:9ccs2:Septicemia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2:Septicemia:1.000 Diagnosis:9ccs246:FUO:0.166 Newborn Diagnosis:9ccs95:Oth nerv dx:0.130 Diagnosis:9ccs159:UTI:0.129 Diagnosis:9ccs163:Other GU dx:0.104 Newborn Diagnosis:9ccs96:Hrt valve dx:0.074 Diagnosis:9ccs122:Pneumonia:0.071 Number of Visits:0.068 Diagnosis:9ccs92:Otitis media:0.068 Diagnosis:9ccs197:Skin infectn:0.065 Vital: HC Percentile-avg10to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs234:Crush injury:-0.107 Diagnosis:9ccs48:Thyroid dsor:0.099 Diagnosis:9ccs127:COPD:0.059 Diagnosis:9ccs224:Ot perint dx:0.049 Diagnosis:9ccs250:Nausea/vomit:0.047 Diagnosis:10ccs58:Ot nutrit dx:0.046 Diagnosis:9ccs198:Ot infl skin:0.043 Diagnosis:9ccs125:Bronchitis:-0.040 Diagnosis:9ccs122:Pneumonia:-0.039 Diagnosis:9ccs256:Exam/eval:0.038 Diagnosis:9ccs245:Syncope | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs245:Syncope:1.000 Diagnosis:9ccs83:Epilepsy/cnv:0.243 Diagnosis:9ccs205:Back problem:0.157 Diagnosis:9ccs48:Thyroid dsor:0.151 Newborn Diagnosis:9ccs213:Cardiac anom:0.146 Diagnosis:9ccs96:Hrt valve dx:0.131 Diagnosis:9ccs117:Ot circul dx:0.126 Lab:294203 BILIRUBIN TOTAL - LMC:0.115 Lab:295669 BILIRUBIN DIRECT - LMC:0.088 Diagnosis:9ccs161:Ot dx kidney:0.085 Vital: BP-avg19to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs55:Fluid/elc dx:-0.124 Diagnosis:9ccs62:Coag/hemr dx:-0.115 Diagnosis:9ccs59:Anemia:0.095 Diagnosis:9ccs117:Ot circul dx:0.091 Diagnosis:9ccs136:Teeth dx:0.075 Diagnosis:9ccs259:Unclassified:-0.074 Diagnosis:9ccs74:Ot mentl cnd:0.061 Diagnosis:9ccs198:Ot infl skin:-0.054 Lab:295669 BILIRUBIN DIRECT - LMC:-0.053 Diagnosis:9ccs126:Ot up rsp in:0.048 Vital: BP-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs221:Resp distres:0.409 Diagnosis:9ccs123:Influenza:0.148 Diagnosis:9ccs247:Lymph enlarg:-0.139 Diagnosis:9ccs244:Other injury:-0.113 Diagnosis:9ccs0:No DX:-0.086 Diagnosis:9ccs259:Unclassified:-0.075 Diagnosis:9ccs91:Other eye dx:-0.066 Diagnosis:9ccs239:Superfic inj:-0.064 Diagnosis:9ccs134:Ot uppr resp:-0.064 Diagnosis:9ccs122:Pneumonia:0.064 Vital: HC Percentile-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2603:E Codes: Fall:-0.097 Diagnosis:9ccs0:No DX:-0.086 Lab:294048 STOOL CULTURE - LMC:0.082 Diagnosis:9ccs136:Teeth dx:-0.072 Diagnosis:9ccs94:Other ear dx:-0.064 Diagnosis:9ccs134:Ot uppr resp:-0.064 Diagnosis:9ccs197:Skin infectn:-0.061 Lab:306617 OCCULT BLOOD TEST (FECAL):0.058 Diagnosis:9ccs76:Meningitis:-0.054 Diagnosis:9ccs153:GI hemorrhag:0.054 Newborn Diagnosis:9ccs134:Ot uppr resp | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs134:Ot uppr resp:1.000 Diagnosis:9ccs258:Other screen:0.163 Diagnosis:9ccs137:Mouth dx:0.103 Diagnosis:9ccs136:Teeth dx:0.085 Diagnosis:9ccs91:Other eye dx:0.076 Diagnosis:9ccs239:Superfic inj:0.074 Diagnosis:9ccs94:Other ear dx:0.074 Diagnosis:9ccs113:Late eff CVD:0.073 Diagnosis:9ccs59:Anemia:0.070 Diagnosis:9ccs4:Mycoses:0.070 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:1.000 Lab:295490 17 HYDROXYPROGESTERONE - LMC:-1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.307 Newborn Diagnosis:9ccs221:Resp distres:-0.197 Diagnosis:9ccs153:GI hemorrhag:0.155 Diagnosis:9ccs219:Low birth wt:0.130 Diagnosis:9ccs258:Other screen:-0.117 Diagnosis:9ccs215:gu cong anom:-0.079 Diagnosis:9ccs137:Mouth dx:-0.077 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.074 Diagnosis:9ccs242:Poisn ot med | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs242:Poisn ot med:1.000 Diagnosis:9ccs188:Pelvic obstr:0.315 Lab:294199 BILIRUBIN SCAN - LMC:-0.266 Diagnosis:9ccs92:Otitis media:0.066 Number of Visits:0.062 Diagnosis:9ccs222:Perint jaund:0.061 Diagnosis:9ccs122:Pneumonia:0.052 Diagnosis:9ccs0:No DX:0.051 Diagnosis:9ccs123:Influenza:0.050 Newborn Diagnosis:9ccs223:Birth trauma:0.050 Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs221:Resp distres:1.000 Diagnosis:9ccs123:Influenza:0.128 Diagnosis:9ccs125:Bronchitis:0.055 Diagnosis:9ccs122:Pneumonia:0.046 Diagnosis:9ccs59:Anemia:0.044 Number of Visits:0.042 Diagnosis:9ccs128:Asthma:0.041 Diagnosis:9ccs253:Allergy:-0.033 Diagnosis:9ccs10:Immuniz/scrn:-0.028 MatDeliveryAge:0.026 Diagnosis:9ccs6:Hepatitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs6:Hepatitis:1.000 Diagnosis:9ccs128:Asthma:0.071 Diagnosis:9ccs135:Intest infct:0.068 Diagnosis:9ccs125:Bronchitis:0.067 Diagnosis:9ccs159:UTI:0.064 Diagnosis:9ccs137:Mouth dx:0.053 Diagnosis:9ccs96:Hrt valve dx:0.035 Diagnosis:9ccs94:Other ear dx:0.034 Diagnosis:9ccs134:Ot uppr resp:0.034 Diagnosis:9ccs151:Oth liver dx:0.033 Newborn Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs133:Oth low resp:1.000 Diagnosis:9ccs216:Nerv cong an:0.202 Diagnosis:9ccs95:Oth nerv dx:0.098 Diagnosis:9ccs244:Other injury:0.096 Diagnosis:9ccs138:Esophgeal dx:0.075 Diagnosis:9ccs166:Oth male gen:0.068 Newborn Diagnosis:9ccs219:Low birth wt:0.063 Diagnosis:9ccs96:Hrt valve dx:0.048 Diagnosis:9ccs94:Other ear dx:0.047 Diagnosis:9ccs122:Pneumonia:0.046 Newborn Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs200:Oth skin dx:1.000 Diagnosis:9ccs105:Conduction:0.500 Diagnosis:9ccs117:Ot circul dx:0.220 Newborn Diagnosis:9ccs253:Allergy:0.187 Diagnosis:9ccs219:Low birth wt:0.178 Diagnosis:9ccs47:Ot bnign neo:0.155 Diagnosis:9ccs48:Thyroid dsor:0.130 Diagnosis:9ccs211:Ot conn tiss:0.107 Newborn Diagnosis:9ccs219:Low birth wt:0.089 Number of Visits:0.078 Vital: HC Percentile-avg5to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs259:Unclassified:0.077 Diagnosis:9ccs198:Ot infl skin:0.056 Diagnosis:9ccs127:COPD:-0.051 Diagnosis:9ccs155:Other GI dx:0.043 Diagnosis:9ccs135:Intest infct:0.043 Newborn Diagnosis:9ccs224:Ot perint dx:-0.038 Diagnosis:9ccs126:Ot up rsp in:-0.029 Diagnosis:9ccs7:Viral infect:0.026 Diagnosis:9ccs256:Exam/eval:-0.023 Diagnosis:9ccs222:Perint jaund:-0.019 Lab:323825 STREP SCREEN THROAT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:1.000 Diagnosis:9ccs147:Anal/rectal:-0.073 Diagnosis:9ccs113:Late eff CVD:0.070 Lab:297275 STREP RAPID TEST (POCT):-0.070 Diagnosis:9ccs122:Pneumonia:0.070 Diagnosis:9ccs74:Ot mentl cnd:0.065 Diagnosis:9ccs89:Blindness:-0.054 Diagnosis:9ccs91:Other eye dx:-0.048 Diagnosis:9ccs90:Eye infectn:-0.048 Diagnosis:9ccs94:Other ear dx:0.047 Diagnosis:9ccs64:Ot hematl dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs64:Ot hematl dx:1.000 Newborn Diagnosis:9ccs252:Fatigue:0.276 Diagnosis:9ccs63:Wht blood dx:0.135 Diagnosis:9ccs2603:E Codes: Fall:0.128 Diagnosis:10ccs58:Ot nutrit dx:0.123 Diagnosis:9ccs163:Other GU dx:0.073 Diagnosis:9ccs165:Inf male gen:0.067 Newborn Diagnosis:9ccs224:Ot perint dx:0.067 Diagnosis:9ccs244:Other injury:0.065 Newborn Diagnosis:9ccs215:gu cong anom:0.065 Newborn Diagnosis:9ccs166:Oth male gen | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs166:Oth male gen:1.000 Diagnosis:9ccs208:Acq foot def:0.377 Diagnosis:9ccs95:Oth nerv dx:0.142 Newborn Diagnosis:9ccs215:gu cong anom:0.139 Newborn Diagnosis:9ccs217:Ot cong anom:0.135 Diagnosis:9ccs256:Exam/eval:0.081 Diagnosis:9ccs94:Other ear dx:0.074 Diagnosis:9ccs134:Ot uppr resp:0.074 Diagnosis:9ccs222:Perint jaund:0.062 Diagnosis:9ccs7:Viral infect:0.026 Vital: HC Percentile-avg7to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:-0.157 Newborn Diagnosis:9ccs215:gu cong anom:-0.120 Diagnosis:9ccs124:Tonsillitis:-0.113 Diagnosis:9ccs215:gu cong anom:-0.093 Diagnosis:9ccs58:Ot nutrit dx:-0.069 Diagnosis:9ccs74:Ot mentl cnd:-0.062 Diagnosis:9ccs10:Immuniz/scrn:0.052 Diagnosis:9ccs90:Eye infectn:-0.046 Diagnosis:9ccs135:Intest infct:-0.041 Diagnosis:9ccs92:Otitis media:-0.037 Diagnosis:9ccs52:Nutrit defic | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs52:Nutrit defic:1.000 Diagnosis:9ccs48:Thyroid dsor:0.151 Diagnosis:9ccs58:Ot nutrit dx:0.130 Diagnosis:9ccs211:Ot conn tiss:0.126 Lab:294199 BILIRUBIN SCAN - LMC:0.104 Diagnosis:9ccs134:Ot uppr resp:0.081 Diagnosis:9ccs138:Esophgeal dx:0.058 Diagnosis:9ccs259:Unclassified:0.044 Diagnosis:9ccs113:Late eff CVD:0.033 Diagnosis:9ccs4:Mycoses:0.031 Newborn Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs161:Ot dx kidney:1.000 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.407 Diagnosis:9ccs161:Ot dx kidney:0.218 Diagnosis:9ccs163:Other GU dx:0.202 Newborn Diagnosis:9ccs215:gu cong anom:0.197 Diagnosis:9ccs247:Lymph enlarg:0.120 Diagnosis:9ccs95:Oth nerv dx:0.098 Newborn Diagnosis:9ccs217:Ot cong anom:0.093 Diagnosis:9ccs215:gu cong anom:0.071 Diagnosis:9ccs256:Exam/eval:0.052 Diagnosis:9ccs75:Hx mental dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs75:Hx mental dx:1.000 Diagnosis:9ccs113:Late eff CVD:0.127 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.081 Diagnosis:9ccs58:Ot nutrit dx:0.057 Diagnosis:9ccs95:Oth nerv dx:0.057 Diagnosis:9ccs239:Superfic inj:0.056 Diagnosis:9ccs244:Other injury:0.055 Newborn Diagnosis:9ccs217:Ot cong anom:0.053 Diagnosis:9ccs128:Asthma:0.048 Diagnosis:9ccs159:UTI:0.045 Diagnosis:9ccs145:Int obstruct | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs145:Int obstruct:1.000 Lab:297275 STREP RAPID TEST (POCT):0.264 Diagnosis:9ccs89:Blindness:0.211 Diagnosis:9ccs243:Poisn nonmed:0.171 Diagnosis:9ccs163:Other GU dx:0.164 Diagnosis:9ccs250:Nausea/vomit:0.053 Newborn Diagnosis:9ccs219:Low birth wt:0.048 Diagnosis:9ccs253:Allergy:-0.041 Diagnosis:9ccs217:Ot cong anom:0.039 Lab:292495 LEAD LEVEL - Sunrise:-0.039 Newborn Diagnosis:9ccs106:Dysrhythmia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs106:Dysrhythmia:1.000 Diagnosis:9ccs117:Ot circul dx:0.222 Diagnosis:9ccs113:Late eff CVD:0.073 Diagnosis:9ccs10:Immuniz/scrn:-0.050 Diagnosis:9ccs126:Ot up rsp in:-0.040 Newborn Diagnosis:9ccs224:Ot perint dx:0.026 Diagnosis:9ccs253:Allergy:0.024 Diagnosis:9ccs92:Otitis media:-0.022 Diagnosis:9ccs7:Viral infect:-0.022 Diagnosis:9ccs257:Ot aftercare:-0.021 Diagnosis:9ccs61:Sickle cell | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs61:Sickle cell:1.000 Diagnosis:9ccs8:Oth infectns:0.105 Diagnosis:9ccs134:Ot uppr resp:0.066 Lab:297262 HEMOGLOBIN (HEMOCUE):0.060 Diagnosis:9ccs128:Asthma:0.058 Newborn Diagnosis:9ccs224:Ot perint dx:0.052 Diagnosis:9ccs215:gu cong anom:0.045 Diagnosis:9ccs7:Viral infect:-0.044 Newborn Diagnosis:9ccs219:Low birth wt:0.038 Diagnosis:9ccs259:Unclassified:0.035 Diagnosis:9ccs70:Schizo/rl dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs70:Schizo/rl dx:1.000 Diagnosis:9ccs223:Birth trauma:0.152 Diagnosis:9ccs83:Epilepsy/cnv:0.148 Diagnosis:9ccs89:Blindness:0.128 Diagnosis:9ccs2603:E Codes: Fall:0.114 Diagnosis:9ccs74:Ot mentl cnd:0.093 MatDeliveryAge:0.068 Newborn Diagnosis:9ccs94:Other ear dx:-0.065 Diagnosis:9ccs91:Other eye dx:0.049 Diagnosis:9ccs96:Hrt valve dx:0.048 Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:1.000 Newborn Diagnosis:9ccs2620:E Codes: Unspecified:1.000 Newborn Diagnosis:9ccs229:Fx arm:1.000 Diagnosis:9ccs223:Birth trauma:0.217 Diagnosis:9ccs165:Inf male gen:0.142 Diagnosis:9ccs166:Oth male gen:0.102 Diagnosis:9ccs217:Ot cong anom:0.082 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs59:Anemia:0.070 Diagnosis:9ccs126:Ot up rsp in:-0.040 Diagnosis:9ccs109:Acute CVD | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs109:Acute CVD:1.000 Newborn Diagnosis:9ccs217:Ot cong anom:0.135 Diagnosis:9ccs224:Ot perint dx:0.110 Diagnosis:9ccs137:Mouth dx:0.103 Diagnosis:9ccs127:COPD:0.089 Number of Visits:0.085 Diagnosis:9ccs136:Teeth dx:0.085 Diagnosis:9ccs217:Ot cong anom:0.082 Diagnosis:9ccs256:Exam/eval:0.081 Diagnosis:9ccs96:Hrt valve dx:0.076 Newborn Diagnosis:9ccs63:Wht blood dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs63:Wht blood dx:1.000 Diagnosis:9ccs3:Oth bact inf:0.211 Diagnosis:9ccs247:Lymph enlarg:0.120 Newborn Diagnosis:9ccs215:gu cong anom:0.096 Diagnosis:9ccs94:Other ear dx:0.047 Diagnosis:9ccs134:Ot uppr resp:0.047 Diagnosis:9ccs128:Asthma:0.041 Diagnosis:9ccs10:Immuniz/scrn:-0.028 Diagnosis:9ccs200:Oth skin dx:-0.022 Diagnosis:9ccs125:Bronchitis:-0.021 Diagnosis:9ccs229:Fx arm | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs229:Fx arm:1.000 Diagnosis:9ccs231:Oth fracture:0.332 Diagnosis:9ccs147:Anal/rectal:0.141 Diagnosis:9ccs83:Epilepsy/cnv:0.119 Newborn Diagnosis:9ccs223:Birth trauma:0.103 Diagnosis:9ccs258:Other screen:0.090 Diagnosis:9ccs134:Ot uppr resp:0.081 Diagnosis:9ccs165:Inf male gen:0.078 Newborn Diagnosis:9ccs217:Ot cong anom:0.073 Diagnosis:9ccs137:Mouth dx:0.053 Diagnosis:9ccs231:Oth fracture | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs231:Oth fracture:1.000 Diagnosis:9ccs228:Fx skull fac:0.407 Diagnosis:9ccs229:Fx arm:0.332 Diagnosis:9ccs83:Epilepsy/cnv:0.119 Newborn Diagnosis:9ccs223:Birth trauma:0.103 Diagnosis:9ccs222:Perint jaund:0.067 Diagnosis:9ccs257:Ot aftercare:0.046 Diagnosis:9ccs7:Viral infect:0.045 Diagnosis:9ccs127:COPD:0.044 Diagnosis:9ccs253:Allergy:-0.041 Vital: BP-avg16to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs256:Exam/eval:0.073 Diagnosis:9ccs136:Teeth dx:0.065 Diagnosis:9ccs217:Ot cong anom:0.063 Diagnosis:9ccs91:Other eye dx:0.059 Diagnosis:9ccs96:Hrt valve dx:-0.059 Diagnosis:9ccs151:Oth liver dx:0.057 Diagnosis:9ccs122:Pneumonia:-0.057 Lab:295669 BILIRUBIN DIRECT - LMC:-0.057 Diagnosis:9ccs59:Anemia:0.055 Diagnosis:9ccs74:Ot mentl cnd:0.053 Diagnosis:9ccs181:Ot preg comp | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs181:Ot preg comp:1.000 Diagnosis:9ccs96:Hrt valve dx:0.076 Diagnosis:9ccs151:Oth liver dx:0.073 Diagnosis:9ccs135:Intest infct:0.039 MatDeliveryAge:-0.035 Diagnosis:9ccs257:Ot aftercare:0.027 Diagnosis:9ccs7:Viral infect:0.026 Diagnosis:9ccs253:Allergy:0.024 Diagnosis:9ccs92:Otitis media:-0.022 Newborn Diagnosis:9ccs224:Ot perint dx:-0.022 Diagnosis:9ccs130:Pleurisy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs130:Pleurisy:1.000 Diagnosis:9ccs133:Oth low resp:0.084 Diagnosis:9ccs255:Social admin:-0.072 Newborn Diagnosis:9ccs256:Exam/eval:0.065 Diagnosis:9ccs259:Unclassified:0.059 Diagnosis:9ccs58:Ot nutrit dx:0.048 Diagnosis:9ccs134:Ot uppr resp:0.047 Diagnosis:9ccs7:Viral infect:0.037 Diagnosis:9ccs198:Ot infl skin:0.036 Diagnosis:9ccs10:Immuniz/scrn:-0.028 Diagnosis:9ccs44:Neoplsm unsp | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs44:Neoplsm unsp:1.000 Diagnosis:9ccs212:Ot bone dx:0.315 Diagnosis:9ccs47:Ot bnign neo:0.109 Diagnosis:9ccs91:Other eye dx:0.108 Diagnosis:9ccs213:Cardiac anom:0.090 Diagnosis:9ccs224:Ot perint dx:0.074 Diagnosis:9ccs0:No DX:0.069 Diagnosis:9ccs126:Ot up rsp in:-0.056 Diagnosis:9ccs96:Hrt valve dx:0.048 Diagnosis:9ccs239:Superfic inj:0.047 Lab:294199 BILIRUBIN SCAN - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Lab:294199 BILIRUBIN SCAN - LMC:1.000 Diagnosis:9ccs242:Poisn ot med:-0.266 Diagnosis:9ccs52:Nutrit defic:0.104 Diagnosis:9ccs143:Abdom hernia:-0.104 Newborn Diagnosis:9ccs256:Exam/eval:-0.086 Diagnosis:9ccs256:Exam/eval:-0.074 Diagnosis:9ccs239:Superfic inj:-0.069 Diagnosis:9ccs128:Asthma:-0.063 Diagnosis:9ccs136:Teeth dx:0.044 MatDeliveryAge:-0.039 Newborn Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs253:Allergy:1.000 Newborn Diagnosis:9ccs138:Esophgeal dx:0.377 Diagnosis:9ccs219:Low birth wt:0.271 Newborn Diagnosis:9ccs256:Exam/eval:0.218 Newborn Diagnosis:9ccs219:Low birth wt:0.213 Newborn Diagnosis:9ccs200:Oth skin dx:0.187 Newborn Diagnosis:9ccs222:Perint jaund:0.185 Diagnosis:9ccs117:Ot circul dx:0.164 Newborn Diagnosis:9ccs95:Oth nerv dx:0.130 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.103 Diagnosis:9ccs2611:E Codes: Natural/environment | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2611:E Codes: Natural/environment:1.000 Diagnosis:9ccs219:Low birth wt:0.126 Diagnosis:9ccs213:Cardiac anom:0.090 Diagnosis:9ccs224:Ot perint dx:0.074 Diagnosis:9ccs250:Nausea/vomit:0.069 Newborn Diagnosis:9ccs94:Other ear dx:-0.065 Diagnosis:9ccs259:Unclassified:0.059 Diagnosis:9ccs136:Teeth dx:0.055 Diagnosis:9ccs58:Ot nutrit dx:0.048 Diagnosis:9ccs59:Anemia:0.044 Vital: HC Percentile-gain16to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:0.175 Diagnosis:9ccs95:Oth nerv dx:0.119 Diagnosis:9ccs138:Esophgeal dx:0.095 Diagnosis:9ccs224:Ot perint dx:0.094 Diagnosis:9ccs217:Ot cong anom:0.073 Diagnosis:9ccs94:Other ear dx:0.067 Diagnosis:9ccs134:Ot uppr resp:0.066 Diagnosis:9ccs113:Late eff CVD:0.066 Diagnosis:9ccs4:Mycoses:0.064 Diagnosis:9ccs74:Ot mentl cnd:0.061 Diagnosis:9ccs51:Ot endo dsor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs51:Ot endo dsor:1.000 Diagnosis:9ccs243:Poisn nonmed:0.148 Newborn Diagnosis:9ccs215:gu cong anom:0.135 Diagnosis:9ccs143:Abdom hernia:0.114 Diagnosis:9ccs215:gu cong anom:0.101 Diagnosis:9ccs165:Inf male gen:0.065 Diagnosis:9ccs159:UTI:0.053 Diagnosis:9ccs155:Other GI dx:0.052 Diagnosis:9ccs138:Esophgeal dx:0.048 Number of Visits:0.035 Lab:321098 OCCULT BLOOD FECES - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:321098 OCCULT BLOOD FECES - Sunrise:1.000 Diagnosis:9ccs2619:e codes: other specified- nec:-0.204 Diagnosis:9ccs153:GI hemorrhag:0.190 Newborn Diagnosis:9ccs96:Hrt valve dx:0.124 Diagnosis:9ccs2603:E Codes: Fall:-0.097 Diagnosis:9ccs258:Other screen:-0.096 Diagnosis:9ccs134:Ot uppr resp:0.070 Diagnosis:10ccs58:Ot nutrit dx:-0.068 Diagnosis:9ccs4:Mycoses:0.068 Diagnosis:9ccs166:Oth male gen:-0.062 Diagnosis:9ccs254:Rehab | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs254:Rehab:1.000 Diagnosis:9ccs219:Low birth wt:0.126 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.066 Newborn Diagnosis:9ccs219:Low birth wt:0.063 Diagnosis:9ccs259:Unclassified:0.059 Diagnosis:9ccs125:Bronchitis:0.055 Diagnosis:9ccs217:Ot cong anom:0.053 Diagnosis:9ccs256:Exam/eval:0.052 Diagnosis:9ccs113:Late eff CVD:0.046 Diagnosis:9ccs59:Anemia:0.044 Diagnosis:9ccs162:Ot dx bladdr | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs162:Ot dx bladdr:1.000 Diagnosis:9ccs161:Ot dx kidney:0.154 Newborn Diagnosis:9ccs215:gu cong anom:0.139 Diagnosis:9ccs159:UTI:0.120 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs134:Ot uppr resp:0.074 Diagnosis:9ccs90:Eye infectn:0.041 Diagnosis:9ccs125:Bronchitis:0.039 Diagnosis:9ccs257:Ot aftercare:0.027 Newborn Diagnosis:9ccs224:Ot perint dx:0.026 Diagnosis:9ccs188:Pelvic obstr | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs188:Pelvic obstr:1.000 Diagnosis:9ccs242:Poisn ot med:0.315 Diagnosis:9ccs123:Influenza:0.184 Newborn Diagnosis:9ccs223:Birth trauma:0.184 Diagnosis:9ccs124:Tonsillitis:0.130 Diagnosis:9ccs137:Mouth dx:0.103 Diagnosis:9ccs122:Pneumonia:0.073 Diagnosis:9ccs128:Asthma:0.066 Diagnosis:9ccs74:Ot mentl cnd:0.066 Diagnosis:9ccs222:Perint jaund:0.062 Newborn Diagnosis:9ccs2620:E Codes: Unspecified | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:1.000 Newborn Diagnosis:9ccs2620:E Codes: Unspecified:1.000 Newborn Diagnosis:9ccs229:Fx arm:1.000 Diagnosis:9ccs223:Birth trauma:0.217 Diagnosis:9ccs165:Inf male gen:0.142 Diagnosis:9ccs166:Oth male gen:0.102 Diagnosis:9ccs217:Ot cong anom:0.082 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs59:Anemia:0.070 Diagnosis:9ccs126:Ot up rsp in:-0.040 Newborn Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs55:Fluid/elc dx:1.000 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.577 Newborn Diagnosis:9ccs161:Ot dx kidney:0.407 Diagnosis:9ccs163:Other GU dx:0.164 Newborn Diagnosis:9ccs221:Resp distres:0.157 Newborn Diagnosis:9ccs222:Perint jaund:0.121 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.111 Newborn Diagnosis:9ccs256:Exam/eval:0.109 Diagnosis:9ccs247:Lymph enlarg:0.096 Diagnosis:9ccs161:Ot dx kidney:0.085 Diagnosis:9ccs129:Asp pneumon | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs129:Asp pneumon:1.000 Diagnosis:9ccs89:Blindness:0.184 Diagnosis:9ccs95:Oth nerv dx:0.142 Diagnosis:9ccs138:Esophgeal dx:0.111 Diagnosis:9ccs217:Ot cong anom:0.082 Number of Visits:0.079 Diagnosis:9ccs91:Other eye dx:0.076 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs94:Other ear dx:0.074 Diagnosis:9ccs134:Ot uppr resp:0.074 Newborn Diagnosis:9ccs229:Fx arm | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:1.000 Newborn Diagnosis:9ccs2620:E Codes: Unspecified:1.000 Newborn Diagnosis:9ccs229:Fx arm:1.000 Diagnosis:9ccs223:Birth trauma:0.217 Diagnosis:9ccs165:Inf male gen:0.142 Diagnosis:9ccs166:Oth male gen:0.102 Diagnosis:9ccs217:Ot cong anom:0.082 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs59:Anemia:0.070 Diagnosis:9ccs126:Ot up rsp in:-0.040 Newborn Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs62:Coag/hemr dx:1.000 Newborn Diagnosis:9ccs216:Nerv cong an:0.577 Diagnosis:9ccs62:Coag/hemr dx:0.353 Diagnosis:9ccs216:Nerv cong an:0.288 Diagnosis:9ccs55:Fluid/elc dx:0.276 Newborn Diagnosis:9ccs213:Cardiac anom:0.257 Diagnosis:9ccs83:Epilepsy/cnv:0.212 Lab:295669 BILIRUBIN DIRECT - LMC:-0.188 Newborn Diagnosis:9ccs259:Unclassified:0.116 Lab:294203 BILIRUBIN TOTAL - LMC:-0.102 Newborn Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs136:Teeth dx:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.066 Newborn Diagnosis:9ccs94:Other ear dx:-0.065 Newborn Diagnosis:9ccs256:Exam/eval:0.065 Diagnosis:9ccs113:Late eff CVD:0.046 Diagnosis:9ccs59:Anemia:0.044 Number of Visits:-0.044 Newborn Diagnosis:9ccs224:Ot perint dx:0.037 Diagnosis:9ccs198:Ot infl skin:0.036 Diagnosis:9ccs133:Oth low resp:0.035 Lab:323854 CULTURE FECES - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:323854 CULTURE FECES - Sunrise:1.000 Diagnosis:9ccs153:GI hemorrhag:0.127 Diagnosis:9ccs143:Abdom hernia:0.107 Diagnosis:9ccs154:Gastroent:0.099 Diagnosis:9ccs166:Oth male gen:0.093 Diagnosis:9ccs161:Ot dx kidney:-0.091 Diagnosis:9ccs140:Gastritis:-0.080 Diagnosis:9ccs136:Teeth dx:0.080 Diagnosis:9ccs134:Ot uppr resp:0.070 Diagnosis:9ccs151:Oth liver dx:0.070 Vital : 0.951175372637 MatDeliveryAge : 0.0166882175228 Number of Visits : 0.0130914959658 Newborn Diagnosis : 0.00464764018939 Diagnosis : 0.0140755226765 Lab : 0.000321751008754 Time to run analysis 0:26:37.332400 Total Time elapsed 4:52:30.804302 ----------------------------------------------------- boys no_min no_census gradientboost regression Running batch 1 of 7 with 16 nodes Bootstrap CV 10, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.826, R^2 test: 0.024 Bootstrap CV 10, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.901, R^2 test: 0.038 Bootstrap CV 10, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.903, R^2 test: 0.028 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.978, Explained Variance Score Train: 0.812 AUC Validation: 0.722, Explained Variance Score Validation: 0.103 AUC Test: 0.753, Explained Variance Score Test: 0.241 Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.815, R^2 test: 0.191 Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.879, R^2 test: 0.204 Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.941, R^2 test: 0.178 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.984, Explained Variance Score Train: 0.848 AUC Validation: 0.698, Explained Variance Score Validation: 0.215 AUC Test: 0.767, Explained Variance Score Test: 0.299 Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.832, R^2 test: 0.141 Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.859, R^2 test: 0.156 Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.928, R^2 test: 0.186 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.996, Explained Variance Score Train: 0.863 AUC Validation: 0.806, Explained Variance Score Validation: 0.204 AUC Test: 0.753, Explained Variance Score Test: 0.279 Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.563, R^2 test: 0.262 Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.663, R^2 test: 0.217 Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.713, R^2 test: 0.232 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.973, Explained Variance Score Train: 0.700 AUC Validation: 0.848, Explained Variance Score Validation: 0.276 AUC Test: 0.735, Explained Variance Score Test: 0.249 Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.753, R^2 test: 0.251 Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.827, R^2 test: 0.262 Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.833, R^2 test: 0.263 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.760 AUC Validation: 0.796, Explained Variance Score Validation: 0.308 AUC Test: 0.727, Explained Variance Score Test: 0.246 Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.746, R^2 test: 0.260 Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.811, R^2 test: 0.267 Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.839, R^2 test: 0.245 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.985, Explained Variance Score Train: 0.764 AUC Validation: 0.649, Explained Variance Score Validation: 0.249 AUC Test: 0.713, Explained Variance Score Test: 0.256 Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.819, R^2 test: 0.141 Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.900, R^2 test: 0.136 Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.910, R^2 test: 0.170 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.869 AUC Validation: 0.750, Explained Variance Score Validation: 0.242 AUC Test: 0.745, Explained Variance Score Test: 0.256 Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.900, R^2 test: 0.083 Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.928, R^2 test: 0.037 Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.965, R^2 test: 0.036 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.974, Explained Variance Score Train: 0.864 AUC Validation: 0.749, Explained Variance Score Validation: 0.111 AUC Test: 0.701, Explained Variance Score Test: 0.143 Bootstrap CV 11, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.695, R^2 test: 0.304 Bootstrap CV 11, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.683, R^2 test: 0.293 Bootstrap CV 11, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.676, R^2 test: 0.322 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.973, Explained Variance Score Train: 0.672 AUC Validation: 0.791, Explained Variance Score Validation: 0.307 AUC Test: 0.766, Explained Variance Score Test: 0.263 Bootstrap CV 15, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.805, R^2 test: 0.054 Bootstrap CV 15, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.890, R^2 test: 0.036 Bootstrap CV 15, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.860, R^2 test: 0.035 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.867 AUC Validation: 0.691, Explained Variance Score Validation: 0.125 AUC Test: 0.776, Explained Variance Score Test: 0.253 Bootstrap CV 14, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.693, R^2 test: 0.176 Bootstrap CV 14, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.741, R^2 test: 0.162 Bootstrap CV 14, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.761, R^2 test: 0.170 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.979, Explained Variance Score Train: 0.748 AUC Validation: 0.754, Explained Variance Score Validation: 0.171 AUC Test: 0.750, Explained Variance Score Test: 0.283 Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.822, R^2 test: 0.313 Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.840, R^2 test: 0.290 Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.903, R^2 test: 0.353 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.981, Explained Variance Score Train: 0.922 AUC Validation: 0.763, Explained Variance Score Validation: 0.353 AUC Test: 0.702, Explained Variance Score Test: 0.203 Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.707, R^2 test: 0.073 Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.727, R^2 test: 0.075 Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.770, R^2 test: 0.051 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.961, Explained Variance Score Train: 0.746 AUC Validation: 0.487, Explained Variance Score Validation: 0.020 AUC Test: 0.709, Explained Variance Score Test: 0.205 Bootstrap CV 13, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.736, R^2 test: 0.224 Bootstrap CV 13, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.760, R^2 test: 0.229 Bootstrap CV 13, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.760, R^2 test: 0.235 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.972, Explained Variance Score Train: 0.758 AUC Validation: 0.737, Explained Variance Score Validation: 0.209 AUC Test: 0.741, Explained Variance Score Test: 0.222 Bootstrap CV 12, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.674, R^2 test: 0.215 Bootstrap CV 12, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.795, R^2 test: 0.205 Bootstrap CV 12, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.781, R^2 test: 0.200 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.991, Explained Variance Score Train: 0.809 AUC Validation: 0.673, Explained Variance Score Validation: 0.204 AUC Test: 0.717, Explained Variance Score Test: 0.207 Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.827, R^2 test: 0.098 Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.873, R^2 test: 0.081 Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.872, R^2 test: 0.075 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.982, Explained Variance Score Train: 0.897 AUC Validation: 0.654, Explained Variance Score Validation: 0.062 AUC Test: 0.716, Explained Variance Score Test: 0.210 Running batch 2 of 7 with 16 nodes Bootstrap CV 25, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.895, R^2 test: 0.317 Bootstrap CV 25, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.899, R^2 test: 0.308 Bootstrap CV 25, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.937, R^2 test: 0.298 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.987, Explained Variance Score Train: 0.859 AUC Validation: 0.825, Explained Variance Score Validation: 0.375 AUC Test: 0.728, Explained Variance Score Test: 0.287 Bootstrap CV 17, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.759, R^2 test: 0.205 Bootstrap CV 17, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.779, R^2 test: 0.229 Bootstrap CV 17, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.872, R^2 test: 0.238 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.968, Explained Variance Score Train: 0.654 AUC Validation: 0.644, Explained Variance Score Validation: 0.237 AUC Test: 0.716, Explained Variance Score Test: 0.234 Bootstrap CV 28, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.711, R^2 test: 0.238 Bootstrap CV 28, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.779, R^2 test: 0.274 Bootstrap CV 28, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.781, R^2 test: 0.217 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.967, Explained Variance Score Train: 0.784 AUC Validation: 0.776, Explained Variance Score Validation: 0.296 AUC Test: 0.720, Explained Variance Score Test: 0.214 Bootstrap CV 22, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.837, R^2 test: 0.191 Bootstrap CV 22, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.866, R^2 test: 0.150 Bootstrap CV 22, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.877, R^2 test: 0.142 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.979, Explained Variance Score Train: 0.861 AUC Validation: 0.747, Explained Variance Score Validation: 0.139 AUC Test: 0.728, Explained Variance Score Test: 0.260 Bootstrap CV 30, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.718, R^2 test: 0.208 Bootstrap CV 30, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.831, R^2 test: 0.209 Bootstrap CV 30, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.849, R^2 test: 0.221 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.972, Explained Variance Score Train: 0.800 AUC Validation: 0.722, Explained Variance Score Validation: 0.217 AUC Test: 0.751, Explained Variance Score Test: 0.239 Bootstrap CV 24, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.788, R^2 test: 0.227 Bootstrap CV 24, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.840, R^2 test: 0.260 Bootstrap CV 24, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.918, R^2 test: 0.297 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.972, Explained Variance Score Train: 0.780 AUC Validation: 0.776, Explained Variance Score Validation: 0.295 AUC Test: 0.751, Explained Variance Score Test: 0.270 Bootstrap CV 21, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.814, R^2 test: 0.179 Bootstrap CV 21, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.883, R^2 test: 0.173 Bootstrap CV 21, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.898, R^2 test: 0.192 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.990, Explained Variance Score Train: 0.934 AUC Validation: 0.699, Explained Variance Score Validation: 0.203 AUC Test: 0.733, Explained Variance Score Test: 0.247 Bootstrap CV 26, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.770, R^2 test: 0.257 Bootstrap CV 26, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.878, R^2 test: 0.213 Bootstrap CV 26, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.858, R^2 test: 0.240 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.985, Explained Variance Score Train: 0.841 AUC Validation: 0.786, Explained Variance Score Validation: 0.294 AUC Test: 0.766, Explained Variance Score Test: 0.237 Bootstrap CV 20, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.801, R^2 test: 0.219 Bootstrap CV 20, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.866, R^2 test: 0.195 Bootstrap CV 20, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.888, R^2 test: 0.209 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.962, Explained Variance Score Train: 0.883 AUC Validation: 0.694, Explained Variance Score Validation: 0.201 AUC Test: 0.730, Explained Variance Score Test: 0.244 Bootstrap CV 27, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.711, R^2 test: 0.331 Bootstrap CV 27, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.834, R^2 test: 0.410 Bootstrap CV 27, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.810, R^2 test: 0.312 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.960, Explained Variance Score Train: 0.877 AUC Validation: 0.759, Explained Variance Score Validation: 0.379 AUC Test: 0.744, Explained Variance Score Test: 0.267 Bootstrap CV 31, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.842, R^2 test: 0.000 Bootstrap CV 31, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.843, R^2 test: 0.005 Bootstrap CV 31, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.860, R^2 test: -0.042 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.966, Explained Variance Score Train: 0.860 AUC Validation: 0.607, Explained Variance Score Validation: 0.002 AUC Test: 0.741, Explained Variance Score Test: 0.246 Bootstrap CV 23, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.809, R^2 test: 0.220 Bootstrap CV 23, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.915, R^2 test: 0.231 Bootstrap CV 23, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.884, R^2 test: 0.192 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.997, Explained Variance Score Train: 0.928 AUC Validation: 0.660, Explained Variance Score Validation: 0.211 AUC Test: 0.731, Explained Variance Score Test: 0.214 Bootstrap CV 19, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.816, R^2 test: 0.268 Bootstrap CV 19, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.829, R^2 test: 0.277 Bootstrap CV 19, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.918, R^2 test: 0.272 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.993, Explained Variance Score Train: 0.872 AUC Validation: 0.734, Explained Variance Score Validation: 0.285 AUC Test: 0.744, Explained Variance Score Test: 0.249 Bootstrap CV 18, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.778, R^2 test: 0.179 Bootstrap CV 18, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.864, R^2 test: 0.221 Bootstrap CV 18, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.825, R^2 test: 0.221 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.994, Explained Variance Score Train: 0.850 AUC Validation: 0.773, Explained Variance Score Validation: 0.203 AUC Test: 0.776, Explained Variance Score Test: 0.302 Bootstrap CV 16, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.809, R^2 test: 0.076 Bootstrap CV 16, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.846, R^2 test: 0.047 Bootstrap CV 16, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.875, R^2 test: 0.114 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.992, Explained Variance Score Train: 0.842 AUC Validation: 0.566, Explained Variance Score Validation: 0.080 AUC Test: 0.719, Explained Variance Score Test: 0.229 Bootstrap CV 29, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.718, R^2 test: 0.139 Bootstrap CV 29, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.785, R^2 test: 0.157 Bootstrap CV 29, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.806, R^2 test: 0.112 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.974, Explained Variance Score Train: 0.769 AUC Validation: 0.639, Explained Variance Score Validation: 0.137 AUC Test: 0.732, Explained Variance Score Test: 0.252 Running batch 3 of 7 with 16 nodes Bootstrap CV 43, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.826, R^2 test: 0.249 Bootstrap CV 43, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.856, R^2 test: 0.243 Bootstrap CV 43, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.884, R^2 test: 0.207 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.961, Explained Variance Score Train: 0.842 AUC Validation: 0.833, Explained Variance Score Validation: 0.243 AUC Test: 0.735, Explained Variance Score Test: 0.242 Bootstrap CV 34, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.738, R^2 test: 0.289 Bootstrap CV 34, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.817, R^2 test: 0.237 Bootstrap CV 34, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.866, R^2 test: 0.235 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.977, Explained Variance Score Train: 0.811 AUC Validation: 0.773, Explained Variance Score Validation: 0.299 AUC Test: 0.755, Explained Variance Score Test: 0.275 Bootstrap CV 40, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.853, R^2 test: 0.211 Bootstrap CV 40, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.908, R^2 test: 0.240 Bootstrap CV 40, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.912, R^2 test: 0.226 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.864 AUC Validation: 0.764, Explained Variance Score Validation: 0.215 AUC Test: 0.757, Explained Variance Score Test: 0.269 Bootstrap CV 45, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.838, R^2 test: 0.143 Bootstrap CV 45, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.839, R^2 test: 0.117 Bootstrap CV 45, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.871, R^2 test: 0.140 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.963, Explained Variance Score Train: 0.805 AUC Validation: 0.659, Explained Variance Score Validation: 0.130 AUC Test: 0.722, Explained Variance Score Test: 0.245 Bootstrap CV 44, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.834, R^2 test: 0.290 Bootstrap CV 44, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.879, R^2 test: 0.274 Bootstrap CV 44, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.907, R^2 test: 0.337 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.994, Explained Variance Score Train: 0.876 AUC Validation: 0.760, Explained Variance Score Validation: 0.398 AUC Test: 0.759, Explained Variance Score Test: 0.276 Bootstrap CV 35, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.793, R^2 test: 0.219 Bootstrap CV 35, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.807, R^2 test: 0.186 Bootstrap CV 35, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.840, R^2 test: 0.227 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.969, Explained Variance Score Train: 0.781 AUC Validation: 0.788, Explained Variance Score Validation: 0.244 AUC Test: 0.763, Explained Variance Score Test: 0.300 Bootstrap CV 36, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.735, R^2 test: 0.285 Bootstrap CV 36, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.806, R^2 test: 0.311 Bootstrap CV 36, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.844, R^2 test: 0.314 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.964, Explained Variance Score Train: 0.761 AUC Validation: 0.802, Explained Variance Score Validation: 0.326 AUC Test: 0.760, Explained Variance Score Test: 0.258 Bootstrap CV 39, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.837, R^2 test: 0.119 Bootstrap CV 39, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.838, R^2 test: 0.134 Bootstrap CV 39, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.902, R^2 test: 0.100 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.998, Explained Variance Score Train: 0.788 AUC Validation: 0.698, Explained Variance Score Validation: 0.149 AUC Test: 0.752, Explained Variance Score Test: 0.286 Bootstrap CV 46, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.804, R^2 test: 0.203 Bootstrap CV 46, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.829, R^2 test: 0.210 Bootstrap CV 46, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.865, R^2 test: 0.208 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.959, Explained Variance Score Train: 0.840 AUC Validation: 0.716, Explained Variance Score Validation: 0.198 AUC Test: 0.734, Explained Variance Score Test: 0.262 Bootstrap CV 47, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.780, R^2 test: 0.184 Bootstrap CV 47, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.806, R^2 test: 0.181 Bootstrap CV 47, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.874, R^2 test: 0.200 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.966, Explained Variance Score Train: 0.791 AUC Validation: 0.643, Explained Variance Score Validation: 0.144 AUC Test: 0.769, Explained Variance Score Test: 0.272 Bootstrap CV 41, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.697, R^2 test: 0.243 Bootstrap CV 41, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.815, R^2 test: 0.222 Bootstrap CV 41, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.782, R^2 test: 0.233 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.990, Explained Variance Score Train: 0.817 AUC Validation: 0.791, Explained Variance Score Validation: 0.224 AUC Test: 0.739, Explained Variance Score Test: 0.271 Bootstrap CV 38, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.784, R^2 test: 0.257 Bootstrap CV 38, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.824, R^2 test: 0.248 Bootstrap CV 38, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.865, R^2 test: 0.239 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.985, Explained Variance Score Train: 0.862 AUC Validation: 0.765, Explained Variance Score Validation: 0.237 AUC Test: 0.762, Explained Variance Score Test: 0.275 Bootstrap CV 42, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.747, R^2 test: 0.226 Bootstrap CV 42, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.780, R^2 test: 0.207 Bootstrap CV 42, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.813, R^2 test: 0.240 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.976, Explained Variance Score Train: 0.757 AUC Validation: 0.778, Explained Variance Score Validation: 0.251 AUC Test: 0.701, Explained Variance Score Test: 0.192 Bootstrap CV 33, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.847, R^2 test: 0.276 Bootstrap CV 33, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.912, R^2 test: 0.286 Bootstrap CV 33, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.917, R^2 test: 0.305 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.961, Explained Variance Score Train: 0.906 AUC Validation: 0.804, Explained Variance Score Validation: 0.252 AUC Test: 0.679, Explained Variance Score Test: 0.198 Bootstrap CV 32, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.883, R^2 test: 0.040 Bootstrap CV 32, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.880, R^2 test: 0.040 Bootstrap CV 32, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.919, R^2 test: 0.007 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.996, Explained Variance Score Train: 0.900 AUC Validation: 0.670, Explained Variance Score Validation: 0.034 AUC Test: 0.757, Explained Variance Score Test: 0.243 Bootstrap CV 37, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.730, R^2 test: 0.164 Bootstrap CV 37, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.835, R^2 test: 0.159 Bootstrap CV 37, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.841, R^2 test: 0.171 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.977, Explained Variance Score Train: 0.867 AUC Validation: 0.714, Explained Variance Score Validation: 0.208 AUC Test: 0.747, Explained Variance Score Test: 0.259 Running batch 4 of 7 with 16 nodes Bootstrap CV 50, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.767, R^2 test: 0.207 Bootstrap CV 50, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.904, R^2 test: 0.160 Bootstrap CV 50, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.932, R^2 test: 0.215 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.964, Explained Variance Score Train: 0.836 AUC Validation: 0.737, Explained Variance Score Validation: 0.220 AUC Test: 0.716, Explained Variance Score Test: 0.218 Bootstrap CV 55, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.713, R^2 test: 0.201 Bootstrap CV 55, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.814, R^2 test: 0.176 Bootstrap CV 55, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.793, R^2 test: 0.183 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.962, Explained Variance Score Train: 0.715 AUC Validation: 0.676, Explained Variance Score Validation: 0.189 AUC Test: 0.758, Explained Variance Score Test: 0.277 Bootstrap CV 51, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.745, R^2 test: 0.210 Bootstrap CV 51, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.761, R^2 test: 0.219 Bootstrap CV 51, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.793, R^2 test: 0.236 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.988, Explained Variance Score Train: 0.821 AUC Validation: 0.678, Explained Variance Score Validation: 0.251 AUC Test: 0.717, Explained Variance Score Test: 0.252 Bootstrap CV 61, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.799, R^2 test: 0.236 Bootstrap CV 61, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.882, R^2 test: 0.133 Bootstrap CV 61, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.862, R^2 test: 0.251 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.974, Explained Variance Score Train: 0.784 AUC Validation: 0.746, Explained Variance Score Validation: 0.317 AUC Test: 0.710, Explained Variance Score Test: 0.184 Bootstrap CV 53, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.735, R^2 test: 0.319 Bootstrap CV 53, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.842, R^2 test: 0.336 Bootstrap CV 53, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.819, R^2 test: 0.349 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.967, Explained Variance Score Train: 0.790 AUC Validation: 0.747, Explained Variance Score Validation: 0.341 AUC Test: 0.732, Explained Variance Score Test: 0.270 Bootstrap CV 54, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.715, R^2 test: 0.311 Bootstrap CV 54, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.807, R^2 test: 0.265 Bootstrap CV 54, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.814, R^2 test: 0.331 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.978, Explained Variance Score Train: 0.782 AUC Validation: 0.750, Explained Variance Score Validation: 0.262 AUC Test: 0.741, Explained Variance Score Test: 0.212 Bootstrap CV 62, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.803, R^2 test: 0.255 Bootstrap CV 62, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.820, R^2 test: 0.241 Bootstrap CV 62, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.845, R^2 test: 0.273 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.965, Explained Variance Score Train: 0.768 AUC Validation: 0.749, Explained Variance Score Validation: 0.266 AUC Test: 0.760, Explained Variance Score Test: 0.281 Bootstrap CV 48, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.769, R^2 test: 0.124 Bootstrap CV 48, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.796, R^2 test: 0.152 Bootstrap CV 48, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.810, R^2 test: 0.123 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.741 AUC Validation: 0.682, Explained Variance Score Validation: 0.145 AUC Test: 0.749, Explained Variance Score Test: 0.306 Bootstrap CV 56, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.838, R^2 test: 0.072 Bootstrap CV 56, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.877, R^2 test: 0.071 Bootstrap CV 56, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.939, R^2 test: 0.041 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.968, Explained Variance Score Train: 0.854 AUC Validation: 0.598, Explained Variance Score Validation: 0.091 AUC Test: 0.728, Explained Variance Score Test: 0.225 Bootstrap CV 63, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.823, R^2 test: 0.181 Bootstrap CV 63, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.918, R^2 test: 0.197 Bootstrap CV 63, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.904, R^2 test: 0.192 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.986, Explained Variance Score Train: 0.840 AUC Validation: 0.657, Explained Variance Score Validation: 0.196 AUC Test: 0.757, Explained Variance Score Test: 0.294 Bootstrap CV 60, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.739, R^2 test: 0.186 Bootstrap CV 60, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.882, R^2 test: 0.112 Bootstrap CV 60, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.912, R^2 test: 0.183 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.989, Explained Variance Score Train: 0.860 AUC Validation: 0.711, Explained Variance Score Validation: 0.180 AUC Test: 0.750, Explained Variance Score Test: 0.271 Bootstrap CV 58, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.718, R^2 test: 0.137 Bootstrap CV 58, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.810, R^2 test: 0.122 Bootstrap CV 58, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.871, R^2 test: 0.117 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.972, Explained Variance Score Train: 0.743 AUC Validation: 0.632, Explained Variance Score Validation: 0.126 AUC Test: 0.736, Explained Variance Score Test: 0.231 Bootstrap CV 49, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.881, R^2 test: 0.149 Bootstrap CV 49, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.918, R^2 test: 0.158 Bootstrap CV 49, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.936, R^2 test: 0.139 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.978, Explained Variance Score Train: 0.908 AUC Validation: 0.666, Explained Variance Score Validation: 0.180 AUC Test: 0.763, Explained Variance Score Test: 0.290 Bootstrap CV 57, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.771, R^2 test: 0.115 Bootstrap CV 57, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.824, R^2 test: 0.124 Bootstrap CV 57, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.846, R^2 test: 0.127 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.980, Explained Variance Score Train: 0.849 AUC Validation: 0.758, Explained Variance Score Validation: 0.149 AUC Test: 0.757, Explained Variance Score Test: 0.244 Bootstrap CV 52, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.760, R^2 test: -0.006 Bootstrap CV 52, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.858, R^2 test: -0.027 Bootstrap CV 52, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.838, R^2 test: 0.011 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.985, Explained Variance Score Train: 0.802 AUC Validation: 0.662, Explained Variance Score Validation: 0.014 AUC Test: 0.728, Explained Variance Score Test: 0.237 Bootstrap CV 59, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.846, R^2 test: 0.076 Bootstrap CV 59, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.896, R^2 test: 0.037 Bootstrap CV 59, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.911, R^2 test: 0.082 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.981, Explained Variance Score Train: 0.908 AUC Validation: 0.719, Explained Variance Score Validation: 0.030 AUC Test: 0.767, Explained Variance Score Test: 0.310 Running batch 5 of 7 with 16 nodes Bootstrap CV 75, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.820, R^2 test: 0.209 Bootstrap CV 75, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.880, R^2 test: 0.223 Bootstrap CV 75, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.906, R^2 test: 0.254 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.983, Explained Variance Score Train: 0.802 AUC Validation: 0.753, Explained Variance Score Validation: 0.239 AUC Test: 0.726, Explained Variance Score Test: 0.260 Bootstrap CV 69, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.745, R^2 test: 0.292 Bootstrap CV 69, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.824, R^2 test: 0.288 Bootstrap CV 69, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.827, R^2 test: 0.271 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.981, Explained Variance Score Train: 0.761 AUC Validation: 0.827, Explained Variance Score Validation: 0.315 AUC Test: 0.740, Explained Variance Score Test: 0.246 Bootstrap CV 79, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.847, R^2 test: 0.318 Bootstrap CV 79, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.863, R^2 test: 0.324 Bootstrap CV 79, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.917, R^2 test: 0.302 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.800 AUC Validation: 0.824, Explained Variance Score Validation: 0.333 AUC Test: 0.757, Explained Variance Score Test: 0.281 Bootstrap CV 65, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.691, R^2 test: 0.291 Bootstrap CV 65, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.805, R^2 test: 0.277 Bootstrap CV 65, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.840, R^2 test: 0.309 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.957, Explained Variance Score Train: 0.745 AUC Validation: 0.795, Explained Variance Score Validation: 0.272 AUC Test: 0.739, Explained Variance Score Test: 0.259 Bootstrap CV 78, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.690, R^2 test: 0.217 Bootstrap CV 78, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.715, R^2 test: 0.233 Bootstrap CV 78, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.757, R^2 test: 0.204 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.952, Explained Variance Score Train: 0.712 AUC Validation: 0.776, Explained Variance Score Validation: 0.224 AUC Test: 0.744, Explained Variance Score Test: 0.223 Bootstrap CV 68, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.702, R^2 test: 0.094 Bootstrap CV 68, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.802, R^2 test: 0.097 Bootstrap CV 68, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.822, R^2 test: 0.088 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.752 AUC Validation: 0.756, Explained Variance Score Validation: 0.163 AUC Test: 0.723, Explained Variance Score Test: 0.236 Bootstrap CV 67, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.710, R^2 test: 0.171 Bootstrap CV 67, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.747, R^2 test: 0.180 Bootstrap CV 67, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.848, R^2 test: 0.168 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.961, Explained Variance Score Train: 0.711 AUC Validation: 0.751, Explained Variance Score Validation: 0.216 AUC Test: 0.734, Explained Variance Score Test: 0.210 Bootstrap CV 77, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.766, R^2 test: 0.209 Bootstrap CV 77, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.844, R^2 test: 0.184 Bootstrap CV 77, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.855, R^2 test: 0.210 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.965, Explained Variance Score Train: 0.868 AUC Validation: 0.785, Explained Variance Score Validation: 0.354 AUC Test: 0.741, Explained Variance Score Test: 0.219 Bootstrap CV 64, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.669, R^2 test: 0.159 Bootstrap CV 64, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.707, R^2 test: 0.146 Bootstrap CV 64, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.725, R^2 test: 0.194 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.977, Explained Variance Score Train: 0.734 AUC Validation: 0.738, Explained Variance Score Validation: 0.155 AUC Test: 0.734, Explained Variance Score Test: 0.248 Bootstrap CV 72, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.716, R^2 test: 0.117 Bootstrap CV 72, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.745, R^2 test: 0.132 Bootstrap CV 72, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.760, R^2 test: 0.080 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.956, Explained Variance Score Train: 0.723 AUC Validation: 0.768, Explained Variance Score Validation: 0.182 AUC Test: 0.764, Explained Variance Score Test: 0.305 Bootstrap CV 70, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.730, R^2 test: 0.066 Bootstrap CV 70, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.851, R^2 test: 0.053 Bootstrap CV 70, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.914, R^2 test: 0.084 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.881 AUC Validation: 0.632, Explained Variance Score Validation: 0.067 AUC Test: 0.749, Explained Variance Score Test: 0.258 Bootstrap CV 73, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.694, R^2 test: 0.276 Bootstrap CV 73, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.781, R^2 test: 0.228 Bootstrap CV 73, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.778, R^2 test: 0.263 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.988, Explained Variance Score Train: 0.783 AUC Validation: 0.688, Explained Variance Score Validation: 0.193 AUC Test: 0.741, Explained Variance Score Test: 0.230 Bootstrap CV 66, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.788, R^2 test: 0.149 Bootstrap CV 66, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.933, R^2 test: 0.142 Bootstrap CV 66, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.876, R^2 test: 0.140 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.985, Explained Variance Score Train: 0.857 AUC Validation: 0.649, Explained Variance Score Validation: 0.153 AUC Test: 0.757, Explained Variance Score Test: 0.288 Bootstrap CV 71, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.711, R^2 test: 0.132 Bootstrap CV 71, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.795, R^2 test: 0.133 Bootstrap CV 71, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.869, R^2 test: 0.121 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.974, Explained Variance Score Train: 0.817 AUC Validation: 0.708, Explained Variance Score Validation: 0.120 AUC Test: 0.732, Explained Variance Score Test: 0.149 Bootstrap CV 74, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.865, R^2 test: 0.220 Bootstrap CV 74, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.909, R^2 test: 0.207 Bootstrap CV 74, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.920, R^2 test: 0.236 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.984, Explained Variance Score Train: 0.920 AUC Validation: 0.695, Explained Variance Score Validation: 0.215 AUC Test: 0.768, Explained Variance Score Test: 0.267 Bootstrap CV 76, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.846, R^2 test: 0.277 Bootstrap CV 76, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.798, R^2 test: 0.276 Bootstrap CV 76, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.935, R^2 test: 0.257 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.986, Explained Variance Score Train: 0.942 AUC Validation: 0.724, Explained Variance Score Validation: 0.281 AUC Test: 0.711, Explained Variance Score Test: 0.187 Running batch 6 of 7 with 16 nodes Bootstrap CV 88, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.714, R^2 test: 0.207 Bootstrap CV 88, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.796, R^2 test: 0.225 Bootstrap CV 88, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.872, R^2 test: 0.231 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.986, Explained Variance Score Train: 0.764 AUC Validation: 0.712, Explained Variance Score Validation: 0.246 AUC Test: 0.766, Explained Variance Score Test: 0.272 Bootstrap CV 82, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.792, R^2 test: 0.319 Bootstrap CV 82, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.889, R^2 test: 0.317 Bootstrap CV 82, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.912, R^2 test: 0.299 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.973, Explained Variance Score Train: 0.912 AUC Validation: 0.877, Explained Variance Score Validation: 0.319 AUC Test: 0.731, Explained Variance Score Test: 0.252 Bootstrap CV 86, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.877, R^2 test: 0.136 Bootstrap CV 86, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.897, R^2 test: 0.137 Bootstrap CV 86, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.922, R^2 test: 0.120 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.977, Explained Variance Score Train: 0.883 AUC Validation: 0.742, Explained Variance Score Validation: 0.157 AUC Test: 0.719, Explained Variance Score Test: 0.218 Bootstrap CV 91, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.679, R^2 test: 0.162 Bootstrap CV 91, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.723, R^2 test: 0.154 Bootstrap CV 91, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.732, R^2 test: 0.170 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.957, Explained Variance Score Train: 0.710 AUC Validation: 0.746, Explained Variance Score Validation: 0.154 AUC Test: 0.728, Explained Variance Score Test: 0.242 Bootstrap CV 90, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.759, R^2 test: 0.240 Bootstrap CV 90, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.819, R^2 test: 0.266 Bootstrap CV 90, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.833, R^2 test: 0.258 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.789 AUC Validation: 0.778, Explained Variance Score Validation: 0.299 AUC Test: 0.761, Explained Variance Score Test: 0.261 Bootstrap CV 84, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.833, R^2 test: 0.182 Bootstrap CV 84, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.860, R^2 test: 0.182 Bootstrap CV 84, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.875, R^2 test: 0.182 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.892 AUC Validation: 0.719, Explained Variance Score Validation: 0.189 AUC Test: 0.745, Explained Variance Score Test: 0.272 Bootstrap CV 93, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.835, R^2 test: 0.082 Bootstrap CV 93, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.924, R^2 test: 0.031 Bootstrap CV 93, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.936, R^2 test: 0.048 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.981, Explained Variance Score Train: 0.895 AUC Validation: 0.714, Explained Variance Score Validation: 0.061 AUC Test: 0.765, Explained Variance Score Test: 0.259 Bootstrap CV 81, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.806, R^2 test: 0.252 Bootstrap CV 81, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.838, R^2 test: 0.278 Bootstrap CV 81, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.871, R^2 test: 0.278 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.980, Explained Variance Score Train: 0.888 AUC Validation: 0.789, Explained Variance Score Validation: 0.285 AUC Test: 0.750, Explained Variance Score Test: 0.259 Bootstrap CV 89, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.715, R^2 test: 0.291 Bootstrap CV 89, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.809, R^2 test: 0.274 Bootstrap CV 89, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.840, R^2 test: 0.252 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.983, Explained Variance Score Train: 0.727 AUC Validation: 0.725, Explained Variance Score Validation: 0.274 AUC Test: 0.750, Explained Variance Score Test: 0.277 Bootstrap CV 92, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.828, R^2 test: 0.176 Bootstrap CV 92, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.864, R^2 test: 0.183 Bootstrap CV 92, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.900, R^2 test: 0.134 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.981, Explained Variance Score Train: 0.874 AUC Validation: 0.781, Explained Variance Score Validation: 0.170 AUC Test: 0.745, Explained Variance Score Test: 0.235 Bootstrap CV 85, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.851, R^2 test: 0.173 Bootstrap CV 85, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.902, R^2 test: 0.185 Bootstrap CV 85, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.931, R^2 test: 0.184 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.985, Explained Variance Score Train: 0.896 AUC Validation: 0.805, Explained Variance Score Validation: 0.208 AUC Test: 0.736, Explained Variance Score Test: 0.221 Bootstrap CV 95, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.648, R^2 test: 0.244 Bootstrap CV 95, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.713, R^2 test: 0.213 Bootstrap CV 95, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.717, R^2 test: 0.244 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.963, Explained Variance Score Train: 0.681 AUC Validation: 0.721, Explained Variance Score Validation: 0.281 AUC Test: 0.755, Explained Variance Score Test: 0.294 Bootstrap CV 83, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.861, R^2 test: 0.114 Bootstrap CV 83, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.868, R^2 test: 0.167 Bootstrap CV 83, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.913, R^2 test: 0.157 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.906 AUC Validation: 0.691, Explained Variance Score Validation: 0.148 AUC Test: 0.755, Explained Variance Score Test: 0.211 Bootstrap CV 87, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.885, R^2 test: 0.183 Bootstrap CV 87, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.930, R^2 test: 0.179 Bootstrap CV 87, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.925, R^2 test: 0.235 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.998, Explained Variance Score Train: 0.936 AUC Validation: 0.678, Explained Variance Score Validation: 0.204 AUC Test: 0.718, Explained Variance Score Test: 0.210 Bootstrap CV 94, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.792, R^2 test: 0.343 Bootstrap CV 94, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.894, R^2 test: 0.341 Bootstrap CV 94, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.912, R^2 test: 0.377 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.982, Explained Variance Score Train: 0.892 AUC Validation: 0.880, Explained Variance Score Validation: 0.371 AUC Test: 0.754, Explained Variance Score Test: 0.284 Bootstrap CV 80, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.913, R^2 test: 0.129 Bootstrap CV 80, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.910, R^2 test: 0.161 Bootstrap CV 80, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.940, R^2 test: 0.103 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.998, Explained Variance Score Train: 0.954 AUC Validation: 0.683, Explained Variance Score Validation: 0.134 AUC Test: 0.740, Explained Variance Score Test: 0.276 Running batch 7 of 7 with 4 nodes Bootstrap CV 99, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.764, R^2 test: 0.059 Bootstrap CV 99, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.834, R^2 test: 0.086 Bootstrap CV 99, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.877, R^2 test: 0.067 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.962, Explained Variance Score Train: 0.845 AUC Validation: 0.728, Explained Variance Score Validation: 0.114 AUC Test: 0.776, Explained Variance Score Test: 0.294 Bootstrap CV 98, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.836, R^2 test: 0.063 Bootstrap CV 98, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.895, R^2 test: 0.068 Bootstrap CV 98, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.925, R^2 test: 0.088 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.998, Explained Variance Score Train: 0.939 AUC Validation: 0.698, Explained Variance Score Validation: 0.180 AUC Test: 0.725, Explained Variance Score Test: 0.254 Bootstrap CV 97, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.771, R^2 test: 0.223 Bootstrap CV 97, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.839, R^2 test: 0.226 Bootstrap CV 97, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.902, R^2 test: 0.204 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.958, Explained Variance Score Train: 0.848 AUC Validation: 0.737, Explained Variance Score Validation: 0.189 AUC Test: 0.750, Explained Variance Score Test: 0.256 Bootstrap CV 96, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.797, R^2 test: 0.215 Bootstrap CV 96, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.911, R^2 test: 0.214 Bootstrap CV 96, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.867, R^2 test: 0.223 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.980, Explained Variance Score Train: 0.889 AUC Validation: 0.773, Explained Variance Score Validation: 0.233 AUC Test: 0.755, Explained Variance Score Test: 0.276 total Variables 2026 and total subjects: 1751 ->AUC validation: 0.729 95% CI: [0.717 , 0.742] ->AUC test: 0.741 95% CI: [0.737 , 0.745] ->R^2 validation: 0.209 95% CI: [0.192 , 0.226] ->R^2 test: 0.250 95% CI: [0.244 , 0.257] ->Explained Variance validation: 0.189 95% CI: [0.173 , 0.206] ->Explained Variance test: 0.238 95% CI: [0.231 , 0.245] Test set metrics: @threshold:2.396, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:1.597, sens:0.060, spec:1.000, ppv:1.000, acc:0.777, f1:0.114, mcc:0.000, total+:5, total-:345 @threshold:1.456, sens:0.072, spec:1.000, ppv:1.000, acc:0.780, f1:0.135, mcc:0.000, total+:6, total-:344 @threshold:1.222, sens:0.084, spec:0.996, ppv:0.875, acc:0.780, f1:0.154, mcc:0.261, total+:8, total-:342 @threshold:1.193, sens:0.096, spec:0.996, ppv:0.889, acc:0.783, f1:0.174, mcc:0.282, total+:9, total-:341 @threshold:1.030, sens:0.133, spec:0.993, ppv:0.846, acc:0.789, f1:0.229, mcc:0.159, total+:13, total-:337 @threshold:0.951, sens:0.145, spec:0.993, ppv:0.857, acc:0.791, f1:0.247, mcc:0.168, total+:14, total-:336 @threshold:0.936, sens:0.145, spec:0.989, ppv:0.800, acc:0.789, f1:0.245, mcc:0.106, total+:15, total-:335 @threshold:0.864, sens:0.157, spec:0.981, ppv:0.722, acc:0.786, f1:0.257, mcc:0.060, total+:18, total-:332 @threshold:0.857, sens:0.157, spec:0.978, ppv:0.684, acc:0.783, f1:0.255, mcc:0.048, total+:19, total-:331 @threshold:0.776, sens:0.169, spec:0.966, ppv:0.609, acc:0.777, f1:0.264, mcc:0.029, total+:23, total-:327 @threshold:0.751, sens:0.169, spec:0.963, ppv:0.583, acc:0.774, f1:0.262, mcc:0.025, total+:24, total-:326 @threshold:0.655, sens:0.181, spec:0.955, ppv:0.556, acc:0.771, f1:0.273, mcc:0.021, total+:27, total-:323 @threshold:0.619, sens:0.193, spec:0.951, ppv:0.552, acc:0.771, f1:0.286, mcc:0.020, total+:29, total-:321 @threshold:0.615, sens:0.205, spec:0.951, ppv:0.567, acc:0.774, f1:0.301, mcc:0.021, total+:30, total-:320 @threshold:0.562, sens:0.241, spec:0.948, ppv:0.588, acc:0.780, f1:0.342, mcc:0.022, total+:34, total-:316 @threshold:0.560, sens:0.253, spec:0.948, ppv:0.600, acc:0.783, f1:0.356, mcc:0.023, total+:35, total-:315 @threshold:0.529, sens:0.277, spec:0.944, ppv:0.605, acc:0.786, f1:0.380, mcc:0.023, total+:38, total-:312 @threshold:0.495, sens:0.289, spec:0.944, ppv:0.615, acc:0.789, f1:0.393, mcc:0.024, total+:39, total-:311 @threshold:0.483, sens:0.289, spec:0.940, ppv:0.600, acc:0.786, f1:0.390, mcc:0.022, total+:40, total-:310 @threshold:0.481, sens:0.301, spec:0.940, ppv:0.610, acc:0.789, f1:0.403, mcc:0.023, total+:41, total-:309 @threshold:0.478, sens:0.301, spec:0.936, ppv:0.595, acc:0.786, f1:0.400, mcc:0.021, total+:42, total-:308 @threshold:0.468, sens:0.313, spec:0.933, ppv:0.591, acc:0.786, f1:0.409, mcc:0.020, total+:44, total-:306 @threshold:0.464, sens:0.313, spec:0.929, ppv:0.578, acc:0.783, f1:0.406, mcc:0.019, total+:45, total-:305 @threshold:0.456, sens:0.325, spec:0.929, ppv:0.587, acc:0.786, f1:0.419, mcc:0.019, total+:46, total-:304 @threshold:0.433, sens:0.337, spec:0.925, ppv:0.583, acc:0.786, f1:0.427, mcc:0.019, total+:48, total-:302 @threshold:0.428, sens:0.349, spec:0.925, ppv:0.592, acc:0.789, f1:0.439, mcc:0.019, total+:49, total-:301 @threshold:0.396, sens:0.361, spec:0.921, ppv:0.588, acc:0.789, f1:0.448, mcc:0.019, total+:51, total-:299 @threshold:0.374, sens:0.373, spec:0.910, ppv:0.564, acc:0.783, f1:0.449, mcc:0.016, total+:55, total-:295 @threshold:0.373, sens:0.373, spec:0.906, ppv:0.554, acc:0.780, f1:0.446, mcc:0.015, total+:56, total-:294 @threshold:0.323, sens:0.386, spec:0.888, ppv:0.516, acc:0.769, f1:0.441, mcc:0.012, total+:62, total-:288 @threshold:0.319, sens:0.386, spec:0.884, ppv:0.508, acc:0.766, f1:0.438, mcc:0.011, total+:63, total-:287 @threshold:0.317, sens:0.398, spec:0.880, ppv:0.508, acc:0.766, f1:0.446, mcc:0.011, total+:65, total-:285 @threshold:0.310, sens:0.398, spec:0.876, ppv:0.500, acc:0.763, f1:0.443, mcc:0.011, total+:66, total-:284 @threshold:0.303, sens:0.410, spec:0.873, ppv:0.500, acc:0.763, f1:0.450, mcc:0.011, total+:68, total-:282 @threshold:0.299, sens:0.410, spec:0.869, ppv:0.493, acc:0.760, f1:0.447, mcc:0.010, total+:69, total-:281 @threshold:0.295, sens:0.422, spec:0.869, ppv:0.500, acc:0.763, f1:0.458, mcc:0.010, total+:70, total-:280 @threshold:0.294, sens:0.422, spec:0.865, ppv:0.493, acc:0.760, f1:0.455, mcc:0.010, total+:71, total-:279 @threshold:0.271, sens:0.434, spec:0.854, ppv:0.480, acc:0.754, f1:0.456, mcc:0.009, total+:75, total-:275 @threshold:0.268, sens:0.434, spec:0.850, ppv:0.474, acc:0.751, f1:0.453, mcc:0.009, total+:76, total-:274 @threshold:0.268, sens:0.446, spec:0.846, ppv:0.474, acc:0.751, f1:0.460, mcc:0.009, total+:78, total-:272 @threshold:0.264, sens:0.458, spec:0.843, ppv:0.475, acc:0.751, f1:0.466, mcc:0.009, total+:80, total-:270 @threshold:0.246, sens:0.470, spec:0.835, ppv:0.470, acc:0.749, f1:0.470, mcc:0.008, total+:83, total-:267 @threshold:0.244, sens:0.470, spec:0.831, ppv:0.464, acc:0.746, f1:0.467, mcc:0.008, total+:84, total-:266 @threshold:0.238, sens:0.482, spec:0.831, ppv:0.471, acc:0.749, f1:0.476, mcc:0.008, total+:85, total-:265 @threshold:0.214, sens:0.506, spec:0.828, ppv:0.477, acc:0.751, f1:0.491, mcc:0.009, total+:88, total-:262 @threshold:0.187, sens:0.518, spec:0.813, ppv:0.462, acc:0.743, f1:0.489, mcc:0.008, total+:93, total-:257 @threshold:0.186, sens:0.518, spec:0.809, ppv:0.457, acc:0.740, f1:0.486, mcc:0.007, total+:94, total-:256 @threshold:0.169, sens:0.530, spec:0.794, ppv:0.444, acc:0.731, f1:0.484, mcc:0.007, total+:99, total-:251 @threshold:0.166, sens:0.530, spec:0.790, ppv:0.440, acc:0.729, f1:0.481, mcc:0.007, total+:100, total-:250 @threshold:0.143, sens:0.542, spec:0.783, ppv:0.437, acc:0.726, f1:0.484, mcc:0.006, total+:103, total-:247 @threshold:0.140, sens:0.542, spec:0.779, ppv:0.433, acc:0.723, f1:0.481, mcc:0.006, total+:104, total-:246 @threshold:0.110, sens:0.554, spec:0.749, ppv:0.407, acc:0.703, f1:0.469, mcc:0.005, total+:113, total-:237 @threshold:0.105, sens:0.554, spec:0.745, ppv:0.404, acc:0.700, f1:0.467, mcc:0.005, total+:114, total-:236 @threshold:0.085, sens:0.566, spec:0.738, ppv:0.402, acc:0.697, f1:0.470, mcc:0.005, total+:117, total-:233 @threshold:0.084, sens:0.578, spec:0.734, ppv:0.403, acc:0.697, f1:0.475, mcc:0.005, total+:119, total-:231 @threshold:0.076, sens:0.590, spec:0.734, ppv:0.408, acc:0.700, f1:0.483, mcc:0.005, total+:120, total-:230 @threshold:0.074, sens:0.590, spec:0.730, ppv:0.405, acc:0.697, f1:0.480, mcc:0.005, total+:121, total-:229 @threshold:0.064, sens:0.602, spec:0.723, ppv:0.403, acc:0.694, f1:0.483, mcc:0.005, total+:124, total-:226 @threshold:0.056, sens:0.614, spec:0.719, ppv:0.405, acc:0.694, f1:0.488, mcc:0.005, total+:126, total-:224 @threshold:0.051, sens:0.627, spec:0.715, ppv:0.406, acc:0.694, f1:0.493, mcc:0.005, total+:128, total-:222 @threshold:0.050, sens:0.627, spec:0.712, ppv:0.403, acc:0.691, f1:0.491, mcc:0.005, total+:129, total-:221 @threshold:0.035, sens:0.639, spec:0.708, ppv:0.405, acc:0.691, f1:0.495, mcc:0.005, total+:131, total-:219 @threshold:0.035, sens:0.639, spec:0.704, ppv:0.402, acc:0.689, f1:0.493, mcc:0.005, total+:132, total-:218 @threshold:0.034, sens:0.651, spec:0.704, ppv:0.406, acc:0.691, f1:0.500, mcc:0.005, total+:133, total-:217 @threshold:0.024, sens:0.651, spec:0.700, ppv:0.403, acc:0.689, f1:0.498, mcc:0.005, total+:134, total-:216 @threshold:0.018, sens:0.663, spec:0.693, ppv:0.401, acc:0.686, f1:0.500, mcc:0.005, total+:137, total-:213 @threshold:0.017, sens:0.663, spec:0.689, ppv:0.399, acc:0.683, f1:0.498, mcc:0.005, total+:138, total-:212 @threshold:0.001, sens:0.675, spec:0.670, ppv:0.389, acc:0.671, f1:0.493, mcc:0.004, total+:144, total-:206 @threshold:-0.009, sens:0.687, spec:0.667, ppv:0.390, acc:0.671, f1:0.498, mcc:0.004, total+:146, total-:204 @threshold:-0.016, sens:0.699, spec:0.663, ppv:0.392, acc:0.671, f1:0.502, mcc:0.005, total+:148, total-:202 @threshold:-0.020, sens:0.723, spec:0.659, ppv:0.397, acc:0.674, f1:0.513, mcc:0.005, total+:151, total-:199 @threshold:-0.048, sens:0.735, spec:0.614, ppv:0.372, acc:0.643, f1:0.494, mcc:0.004, total+:164, total-:186 @threshold:-0.049, sens:0.735, spec:0.610, ppv:0.370, acc:0.640, f1:0.492, mcc:0.004, total+:165, total-:185 @threshold:-0.067, sens:0.747, spec:0.603, ppv:0.369, acc:0.637, f1:0.494, mcc:0.004, total+:168, total-:182 @threshold:-0.069, sens:0.747, spec:0.599, ppv:0.367, acc:0.634, f1:0.492, mcc:0.004, total+:169, total-:181 @threshold:-0.073, sens:0.759, spec:0.599, ppv:0.371, acc:0.637, f1:0.498, mcc:0.004, total+:170, total-:180 @threshold:-0.080, sens:0.759, spec:0.596, ppv:0.368, acc:0.634, f1:0.496, mcc:0.004, total+:171, total-:179 @threshold:-0.085, sens:0.771, spec:0.596, ppv:0.372, acc:0.637, f1:0.502, mcc:0.004, total+:172, total-:178 @threshold:-0.093, sens:0.771, spec:0.592, ppv:0.370, acc:0.634, f1:0.500, mcc:0.004, total+:173, total-:177 @threshold:-0.093, sens:0.783, spec:0.592, ppv:0.374, acc:0.637, f1:0.506, mcc:0.004, total+:174, total-:176 @threshold:-0.096, sens:0.783, spec:0.588, ppv:0.371, acc:0.634, f1:0.504, mcc:0.004, total+:175, total-:175 @threshold:-0.100, sens:0.795, spec:0.584, ppv:0.373, acc:0.634, f1:0.508, mcc:0.004, total+:177, total-:173 @threshold:-0.106, sens:0.795, spec:0.581, ppv:0.371, acc:0.631, f1:0.506, mcc:0.004, total+:178, total-:172 @threshold:-0.124, sens:0.807, spec:0.573, ppv:0.370, acc:0.629, f1:0.508, mcc:0.004, total+:181, total-:169 @threshold:-0.129, sens:0.807, spec:0.569, ppv:0.368, acc:0.626, f1:0.506, mcc:0.004, total+:182, total-:168 @threshold:-0.146, sens:0.819, spec:0.554, ppv:0.364, acc:0.617, f1:0.504, mcc:0.004, total+:187, total-:163 @threshold:-0.150, sens:0.819, spec:0.551, ppv:0.362, acc:0.614, f1:0.502, mcc:0.004, total+:188, total-:162 @threshold:-0.182, sens:0.831, spec:0.528, ppv:0.354, acc:0.600, f1:0.496, mcc:0.004, total+:195, total-:155 @threshold:-0.185, sens:0.831, spec:0.524, ppv:0.352, acc:0.597, f1:0.495, mcc:0.003, total+:196, total-:154 @threshold:-0.207, sens:0.843, spec:0.509, ppv:0.348, acc:0.589, f1:0.493, mcc:0.003, total+:201, total-:149 @threshold:-0.207, sens:0.843, spec:0.506, ppv:0.347, acc:0.586, f1:0.491, mcc:0.003, total+:202, total-:148 @threshold:-0.236, sens:0.855, spec:0.476, ppv:0.336, acc:0.566, f1:0.483, mcc:0.003, total+:211, total-:139 @threshold:-0.242, sens:0.855, spec:0.464, ppv:0.332, acc:0.557, f1:0.478, mcc:0.003, total+:214, total-:136 @threshold:-0.246, sens:0.855, spec:0.457, ppv:0.329, acc:0.551, f1:0.475, mcc:0.003, total+:216, total-:134 @threshold:-0.277, sens:0.867, spec:0.419, ppv:0.317, acc:0.526, f1:0.465, mcc:0.003, total+:227, total-:123 @threshold:-0.279, sens:0.867, spec:0.416, ppv:0.316, acc:0.523, f1:0.463, mcc:0.003, total+:228, total-:122 @threshold:-0.281, sens:0.880, spec:0.416, ppv:0.319, acc:0.526, f1:0.468, mcc:0.003, total+:229, total-:121 @threshold:-0.287, sens:0.880, spec:0.412, ppv:0.317, acc:0.523, f1:0.466, mcc:0.003, total+:230, total-:120 @threshold:-0.312, sens:0.892, spec:0.382, ppv:0.310, acc:0.503, f1:0.460, mcc:0.003, total+:239, total-:111 @threshold:-0.316, sens:0.892, spec:0.378, ppv:0.308, acc:0.500, f1:0.458, mcc:0.003, total+:240, total-:110 @threshold:-0.332, sens:0.904, spec:0.363, ppv:0.306, acc:0.491, f1:0.457, mcc:0.003, total+:245, total-:105 @threshold:-0.339, sens:0.916, spec:0.360, ppv:0.308, acc:0.491, f1:0.461, mcc:0.003, total+:247, total-:103 @threshold:-0.360, sens:0.928, spec:0.322, ppv:0.298, acc:0.466, f1:0.452, mcc:0.002, total+:258, total-:92 @threshold:-0.362, sens:0.928, spec:0.318, ppv:0.297, acc:0.463, f1:0.450, mcc:0.002, total+:259, total-:91 @threshold:-0.363, sens:0.940, spec:0.315, ppv:0.299, acc:0.463, f1:0.453, mcc:0.002, total+:261, total-:89 @threshold:-0.363, sens:0.952, spec:0.311, ppv:0.300, acc:0.463, f1:0.457, mcc:0.003, total+:263, total-:87 @threshold:-0.408, sens:0.964, spec:0.240, ppv:0.283, acc:0.411, f1:0.437, mcc:0.002, total+:283, total-:67 @threshold:-0.409, sens:0.964, spec:0.236, ppv:0.282, acc:0.409, f1:0.436, mcc:0.002, total+:284, total-:66 @threshold:-0.510, sens:0.976, spec:0.161, ppv:0.266, acc:0.354, f1:0.418, mcc:0.002, total+:305, total-:45 @threshold:-0.512, sens:0.976, spec:0.157, ppv:0.265, acc:0.351, f1:0.416, mcc:0.002, total+:306, total-:44 @threshold:-0.584, sens:0.988, spec:0.105, ppv:0.255, acc:0.314, f1:0.406, mcc:0.002, total+:321, total-:29 @threshold:-0.589, sens:0.988, spec:0.101, ppv:0.255, acc:0.311, f1:0.405, mcc:0.002, total+:322, total-:28 @threshold:-1.038, sens:1.000, spec:0.004, ppv:0.238, acc:0.240, f1:0.384, mcc:0.002, total+:349, total-:1 * Vital: BMI-latest | coef 0.012 95% CI: [0.010 , 0.013] | OR_adj 1.012 [1.011 1.014] | occ: 1672 | OR_unadj: 4.483 [3.496 5.747] | indivs AUC:0.731 Correlated most with: Diagnosis:9ccs95:Oth nerv dx:-0.085 Diagnosis:9ccs128:Asthma:0.083 Diagnosis:9ccs138:Esophgeal dx:-0.071 Diagnosis:9ccs243:Poisn nonmed:0.063 Diagnosis:9ccs86:Cataract:-0.059 Newborn Diagnosis:9ccs166:Oth male gen:-0.058 Newborn Diagnosis:9ccs191:Amnios dx:0.056 Diagnosis:9ccs214:GI cong anom:-0.054 Diagnosis:9ccs133:Oth low resp:0.053 MatDeliveryAge:-0.053 Vital: Temp-avg10to13 | coef 0.011 95% CI: [0.010 , 0.013] | OR_adj 1.012 [1.010 1.013] | occ: 1421 | OR_unadj: 1.209 [0.963 1.519] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs92:Otitis media:0.139 Diagnosis:9ccs126:Ot up rsp in:0.109 Number of Visits:0.096 Diagnosis:9ccs154:Gastroent:-0.081 Newborn Diagnosis:9ccs223:Birth trauma:0.067 Diagnosis:9ccs124:Tonsillitis:0.064 Diagnosis:9ccs4:Mycoses:0.062 Diagnosis:9ccs232:Sprain:-0.061 Diagnosis:9ccs59:Anemia:-0.060 Diagnosis:9ccs134:Ot uppr resp:0.059 Number of Visits | coef 0.010 95% CI: [0.008 , 0.012] | OR_adj 1.010 [1.008 1.012] | occ: 1696 | OR_unadj: 0.956 [0.759 1.205] | indivs AUC:0.444 Correlated most with: Number of Visits:1.000 Diagnosis:9ccs126:Ot up rsp in:0.440 Diagnosis:9ccs7:Viral infect:0.408 Diagnosis:9ccs92:Otitis media:0.404 Diagnosis:9ccs257:Ot aftercare:0.371 Diagnosis:9ccs155:Other GI dx:0.323 Diagnosis:9ccs133:Oth low resp:0.321 Diagnosis:9ccs128:Asthma:0.320 Diagnosis:9ccs253:Allergy:0.299 Diagnosis:9ccs135:Intest infct:0.295 Vital: Temp-avg7to10 | coef 0.010 95% CI: [0.008 , 0.011] | OR_adj 1.010 [1.008 1.011] | occ: 1385 | OR_unadj: 1.015 [0.714 1.445] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.219 Diagnosis:9ccs255:Social admin:-0.172 Diagnosis:9ccs257:Ot aftercare:-0.140 Diagnosis:9ccs7:Viral infect:-0.138 Diagnosis:9ccs126:Ot up rsp in:-0.136 Diagnosis:9ccs125:Bronchitis:-0.086 Number of Visits:-0.081 Newborn Diagnosis:9ccs253:Allergy:-0.072 Diagnosis:9ccs217:Ot cong anom:-0.065 Diagnosis:9ccs232:Sprain:-0.064 Vital: Temp-avg13to16 | coef 0.009 95% CI: [0.007 , 0.012] | OR_adj 1.010 [1.007 1.012] | occ: 1321 | OR_unadj: 1.104 [0.599 2.033] | indivs AUC:0.549 Correlated most with: Newborn Diagnosis:9ccs95:Oth nerv dx:-0.267 Number of Visits:-0.231 Diagnosis:9ccs255:Social admin:-0.178 Diagnosis:9ccs126:Ot up rsp in:-0.170 Diagnosis:9ccs10:Immuniz/scrn:-0.169 Diagnosis:9ccs257:Ot aftercare:-0.159 Diagnosis:9ccs7:Viral infect:-0.159 Diagnosis:9ccs90:Eye infectn:-0.129 Diagnosis:9ccs95:Oth nerv dx:-0.124 Diagnosis:9ccs244:Other injury:-0.119 Vital: Temp-avg5to7 | coef 0.009 95% CI: [0.008 , 0.010] | OR_adj 1.009 [1.008 1.011] | occ: 1371 | OR_unadj: 1.070 [0.850 1.347] | indivs AUC:0.527 Correlated most with: Diagnosis:9ccs122:Pneumonia:0.081 Diagnosis:9ccs134:Ot uppr resp:0.071 Diagnosis:9ccs92:Otitis media:0.068 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.067 Number of Visits:0.063 Diagnosis:9ccs211:Ot conn tiss:0.060 Diagnosis:9ccs126:Ot up rsp in:0.060 Diagnosis:9ccs51:Ot endo dsor:0.059 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.058 Diagnosis:9ccs130:Pleurisy:0.057 * Vital: Wt-gain16to24 | coef 0.009 95% CI: [0.006 , 0.012] | OR_adj 1.009 [1.006 1.012] | occ: 1468 | OR_unadj: 1.821 [1.385 2.394] | indivs AUC:0.589 Correlated most with: Number of Visits:-0.109 Diagnosis:9ccs126:Ot up rsp in:-0.074 Diagnosis:9ccs115:Aneurysm:-0.068 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.065 Newborn Diagnosis:9ccs106:Dysrhythmia:-0.065 Diagnosis:9ccs66:Alchl-r mntl:-0.063 Diagnosis:9ccs259:Unclassified:-0.058 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.058 Diagnosis:9ccs125:Bronchitis:-0.057 Diagnosis:9ccs7:Viral infect:-0.054 * Vital: BMI-avg0to1 | coef 0.009 95% CI: [0.007 , 0.010] | OR_adj 1.009 [1.007 1.010] | occ: 1349 | OR_unadj: 1.526 [1.213 1.918] | indivs AUC:0.584 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.268 Diagnosis:9ccs219:Low birth wt:-0.212 Newborn Diagnosis:9ccs221:Resp distres:-0.094 Newborn Diagnosis:9ccs222:Perint jaund:-0.092 Lab:297262 HEMOGLOBIN (HEMOCUE):0.090 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.077 Newborn Diagnosis:9ccs256:Exam/eval:-0.072 Diagnosis:9ccs216:Nerv cong an:-0.071 Diagnosis:9ccs198:Ot infl skin:0.069 Newborn Diagnosis:9ccs252:Fatigue:0.061 Vital: Temp-avg19to24 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1411 | OR_unadj: 1.141 [0.859 1.515] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs113:Late eff CVD:-0.094 Diagnosis:9ccs239:Superfic inj:-0.084 Diagnosis:9ccs10:Immuniz/scrn:-0.083 Diagnosis:9ccs217:Ot cong anom:-0.075 Diagnosis:9ccs58:Ot nutrit dx:-0.073 Diagnosis:9ccs255:Social admin:-0.071 Diagnosis:9ccs257:Ot aftercare:-0.054 Diagnosis:9ccs243:Poisn nonmed:-0.048 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.046 Diagnosis:9ccs74:Ot mentl cnd:-0.045 * Vital: Wt Percentile-latest | coef 0.008 95% CI: [0.007 , 0.010] | OR_adj 1.008 [1.007 1.010] | occ: 1034 | OR_unadj: 2.653 [2.104 3.345] | indivs AUC:0.695 Correlated most with: Diagnosis:9ccs128:Asthma:0.091 Diagnosis:9ccs136:Teeth dx:-0.070 Diagnosis:9ccs154:Gastroent:-0.068 Diagnosis:9ccs238:Complic proc:-0.067 Newborn Diagnosis:9ccs253:Allergy:-0.065 Lab:306854 PLATELET COUNT - Sunrise:-0.062 Diagnosis:9ccs145:Int obstruct:-0.061 Diagnosis:9ccs59:Anemia:-0.057 Newborn Diagnosis:9ccs191:Amnios dx:0.057 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.057 Vital: Wt for Length ZScore-gain5to10 | coef 0.008 95% CI: [0.007 , 0.010] | OR_adj 1.008 [1.007 1.010] | occ: 1486 | OR_unadj: 1.088 [0.866 1.367] | indivs AUC:0.520 Correlated most with: Diagnosis:9ccs123:Influenza:0.095 Newborn Diagnosis:9ccs166:Oth male gen:-0.078 Lab:306854 PLATELET COUNT - Sunrise:0.074 Newborn Diagnosis:9ccs216:Nerv cong an:-0.060 Lab:292495 LEAD LEVEL - Sunrise:0.059 Newborn Diagnosis:9ccs218:Liveborn:0.057 Diagnosis:9ccs2604:E Codes: Fire/burn:0.056 Diagnosis:10ccs238:Complic proc:0.056 Diagnosis:9ccs211:Ot conn tiss:0.053 Newborn Diagnosis:9ccs104:Oth heart dx:-0.052 Vital: Temp-avg1to3 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1377 | OR_unadj: 1.065 [0.826 1.373] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs257:Ot aftercare:-0.106 Diagnosis:9ccs7:Viral infect:-0.100 Diagnosis:9ccs134:Ot uppr resp:0.086 Diagnosis:9ccs10:Immuniz/scrn:-0.086 Newborn Diagnosis:9ccs252:Fatigue:-0.079 Diagnosis:9ccs254:Rehab:0.069 Diagnosis:9ccs124:Tonsillitis:0.067 Newborn Diagnosis:9ccs223:Birth trauma:0.065 Diagnosis:9ccs255:Social admin:-0.064 Diagnosis:9ccs200:Oth skin dx:-0.061 Vital: Temp-avg0to1 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1328 | OR_unadj: 1.360 [0.970 1.906] | indivs AUC:0.573 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.159 Diagnosis:9ccs255:Social admin:-0.118 Diagnosis:9ccs95:Oth nerv dx:-0.116 Diagnosis:9ccs76:Meningitis:-0.098 Diagnosis:9ccs7:Viral infect:-0.093 Diagnosis:9ccs166:Oth male gen:-0.083 Diagnosis:9ccs198:Ot infl skin:-0.076 Diagnosis:9ccs257:Ot aftercare:-0.074 Diagnosis:9ccs125:Bronchitis:-0.071 Diagnosis:9ccs128:Asthma:-0.068 * Vital: Wt for Length ZScore-gain3to7 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1470 | OR_unadj: 1.423 [1.134 1.786] | indivs AUC:0.554 Correlated most with: Number of Visits:0.099 Diagnosis:9ccs125:Bronchitis:0.068 Diagnosis:9ccs258:Other screen:0.060 Diagnosis:9ccs94:Other ear dx:0.054 Newborn Diagnosis:9ccs94:Other ear dx:0.053 Diagnosis:9ccs251:Abdomnl pain:0.052 Diagnosis:9ccs254:Rehab:-0.052 Diagnosis:9ccs126:Ot up rsp in:0.052 MatDeliveryAge:-0.051 Diagnosis:9ccs61:Sickle cell:-0.049 * Vital: BMI-avg16to19 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1293 | OR_unadj: 3.189 [2.527 4.025] | indivs AUC:0.723 Correlated most with: Diagnosis:9ccs214:GI cong anom:-0.074 Newborn Diagnosis:9ccs191:Amnios dx:0.066 Diagnosis:9ccs143:Abdom hernia:0.062 Diagnosis:9ccs235:Opn wnd head:0.058 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.058 Diagnosis:9ccs56:Cystic fibro:-0.057 MatDeliveryAge:-0.057 Diagnosis:9ccs86:Cataract:-0.056 Lab:294199 BILIRUBIN SCAN - LMC:-0.054 Diagnosis:9ccs246:FUO:0.053 Vital: Temp-latest | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1676 | OR_unadj: 1.157 [0.921 1.453] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:0.083 Diagnosis:9ccs124:Tonsillitis:0.081 Diagnosis:9ccs154:Gastroent:-0.079 Lab:323854 CULTURE FECES - Sunrise:-0.075 Lab:306854 PLATELET COUNT - Sunrise:0.074 Diagnosis:9ccs238:Complic proc:0.069 Diagnosis:9ccs92:Otitis media:0.064 Diagnosis:9ccs126:Ot up rsp in:0.062 Diagnosis:9ccs151:Oth liver dx:-0.062 Diagnosis:9ccs239:Superfic inj:-0.059 * Vital: Wt-avg1to3 | coef 0.008 95% CI: [0.006 , 0.010] | OR_adj 1.008 [1.006 1.010] | occ: 1388 | OR_unadj: 1.947 [1.549 2.448] | indivs AUC:0.580 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.301 Diagnosis:9ccs219:Low birth wt:-0.233 Newborn Diagnosis:9ccs221:Resp distres:-0.122 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117 Newborn Diagnosis:9ccs222:Perint jaund:-0.116 Newborn Diagnosis:9ccs253:Allergy:-0.104 Lab:297262 HEMOGLOBIN (HEMOCUE):0.103 Diagnosis:9ccs138:Esophgeal dx:-0.093 Newborn Diagnosis:9ccs256:Exam/eval:-0.078 Diagnosis:9ccs159:UTI:0.071 Vital: Ht-gain7to13 | coef 0.008 95% CI: [0.006 , 0.010] | OR_adj 1.008 [1.006 1.010] | occ: 1476 | OR_unadj: 1.168 [0.864 1.580] | indivs AUC:0.536 Correlated most with: Lab:292147 TSH - Sunrise:0.084 Lab:294205 TSH REFLEX TO FT4 - LMC:0.069 Diagnosis:9ccs86:Cataract:-0.066 Lab:292495 LEAD LEVEL - Sunrise:-0.063 Diagnosis:9ccs238:Complic proc:0.063 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.063 Diagnosis:9ccs5:HIV infectn:0.056 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.055 Diagnosis:9ccs197:Skin infectn:0.055 Diagnosis:9ccs2604:E Codes: Fire/burn:0.053 * Vital: BMI-avg10to13 | coef 0.008 95% CI: [0.006 , 0.010] | OR_adj 1.008 [1.006 1.010] | occ: 1400 | OR_unadj: 2.301 [1.830 2.895] | indivs AUC:0.648 Correlated most with: Diagnosis:9ccs128:Asthma:0.101 Newborn Diagnosis:9ccs191:Amnios dx:0.094 Diagnosis:9ccs246:FUO:-0.079 MatDeliveryAge:-0.077 Diagnosis:9ccs95:Oth nerv dx:-0.071 Newborn Diagnosis:9ccs47:Ot bnign neo:0.069 Diagnosis:9ccs143:Abdom hernia:0.068 Newborn Diagnosis:9ccs223:Birth trauma:-0.060 Diagnosis:9ccs138:Esophgeal dx:-0.058 Newborn Diagnosis:9ccs95:Oth nerv dx:0.055 Vital: Temp-avg16to19 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1323 | OR_unadj: 0.807 [0.561 1.162] | indivs AUC:0.512 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.158 Diagnosis:9ccs255:Social admin:-0.148 Number of Visits:-0.135 Newborn Diagnosis:9ccs138:Esophgeal dx:0.132 Diagnosis:9ccs239:Superfic inj:-0.112 Diagnosis:9ccs126:Ot up rsp in:-0.111 Diagnosis:9ccs240:Burns:-0.093 Diagnosis:9ccs257:Ot aftercare:-0.092 Diagnosis:9ccs167:Breast dx:-0.087 Diagnosis:9ccs258:Other screen:-0.086 Vital: HC-gain0to3 | coef 0.008 95% CI: [0.006 , 0.009] | OR_adj 1.008 [1.006 1.009] | occ: 1344 | OR_unadj: 1.162 [0.915 1.474] | indivs AUC:0.517 Correlated most with: Diagnosis:9ccs2611:E Codes: Natural/environment:0.067 Diagnosis:9ccs6:Hepatitis:0.066 Newborn Diagnosis:9ccs91:Other eye dx:-0.065 Diagnosis:9ccs251:Abdomnl pain:-0.064 Diagnosis:9ccs120:Hemmorhoids:-0.064 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.064 Diagnosis:9ccs240:Burns:-0.059 Diagnosis:9ccs200:Oth skin dx:0.057 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.055 Newborn Diagnosis:9ccs106:Dysrhythmia:0.052 Vital: Wt for Length ZScore-gain1to5 | coef 0.008 95% CI: [0.007 , 0.008] | OR_adj 1.008 [1.007 1.008] | occ: 1421 | OR_unadj: 1.022 [0.812 1.287] | indivs AUC:0.481 Correlated most with: Newborn Diagnosis:9ccs91:Other eye dx:0.091 Diagnosis:9ccs198:Ot infl skin:-0.081 Newborn Diagnosis:9ccs221:Resp distres:0.081 Newborn Diagnosis:9ccs219:Low birth wt:0.080 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.079 Diagnosis:9ccs59:Anemia:0.076 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.073 Diagnosis:9ccs154:Gastroent:-0.071 Number of Visits:-0.066 Diagnosis:9ccs129:Asp pneumon:-0.066 Vital: BMI-gain1to5 | coef 0.008 95% CI: [0.006 , 0.009] | OR_adj 1.008 [1.006 1.009] | occ: 1461 | OR_unadj: 0.988 [0.787 1.241] | indivs AUC:0.502 Correlated most with: Number of Visits:0.153 Diagnosis:9ccs126:Ot up rsp in:0.121 Diagnosis:9ccs257:Ot aftercare:0.076 Lab:297275 STREP RAPID TEST (POCT):-0.069 Diagnosis:9ccs86:Cataract:-0.059 Newborn Diagnosis:9ccs62:Coag/hemr dx:-0.057 Newborn Diagnosis:9ccs219:Low birth wt:0.057 Diagnosis:9ccs104:Oth heart dx:-0.056 Diagnosis:9ccs212:Ot bone dx:-0.055 Diagnosis:9ccs96:Hrt valve dx:0.055 * Vital: Wt-avg0to1 | coef 0.007 95% CI: [0.007 , 0.008] | OR_adj 1.008 [1.007 1.008] | occ: 1356 | OR_unadj: 1.489 [1.184 1.873] | indivs AUC:0.573 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.352 Diagnosis:9ccs219:Low birth wt:-0.282 Lab:297262 HEMOGLOBIN (HEMOCUE):0.131 Newborn Diagnosis:9ccs221:Resp distres:-0.123 Newborn Diagnosis:9ccs222:Perint jaund:-0.114 Newborn Diagnosis:9ccs253:Allergy:-0.105 Newborn Diagnosis:9ccs256:Exam/eval:-0.095 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.095 Diagnosis:9ccs198:Ot infl skin:0.075 Diagnosis:9ccs216:Nerv cong an:-0.073 Vital: Temp-avg3to5 | coef 0.007 95% CI: [0.007 , 0.008] | OR_adj 1.007 [1.007 1.008] | occ: 1345 | OR_unadj: 1.059 [0.839 1.337] | indivs AUC:0.533 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:-0.083 Diagnosis:9ccs7:Viral infect:-0.078 Lab:292147 TSH - Sunrise:0.070 Diagnosis:9ccs155:Other GI dx:0.068 Newborn Diagnosis:9ccs213:Cardiac anom:-0.062 Newborn Diagnosis:9ccs0:No DX:-0.059 Diagnosis:9ccs256:Exam/eval:0.057 Diagnosis:9ccs258:Other screen:-0.054 Diagnosis:9ccs2:Septicemia:0.050 Diagnosis:9ccs124:Tonsillitis:0.049 * Vital: Wt-gain0to3 | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 1425 | OR_unadj: 1.462 [1.162 1.839] | indivs AUC:0.534 Correlated most with: Diagnosis:9ccs216:Nerv cong an:-0.067 Diagnosis:9ccs8:Oth infectns:0.064 Diagnosis:9ccs2:Septicemia:0.062 Diagnosis:9ccs44:Neoplsm unsp:0.060 Diagnosis:9ccs159:UTI:0.057 Newborn Diagnosis:9ccs106:Dysrhythmia:0.056 Diagnosis:9ccs86:Cataract:0.055 Diagnosis:9ccs74:Ot mentl cnd:-0.053 Diagnosis:9ccs140:Gastritis:0.049 Diagnosis:9ccs234:Crush injury:0.049 MatDeliveryAge | coef 0.007 95% CI: [0.007 , 0.008] | OR_adj 1.007 [1.007 1.008] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.529 Correlated most with: MatDeliveryAge:1.000 Newborn Diagnosis:9ccs259:Unclassified:0.132 Number of Visits:0.107 Diagnosis:9ccs239:Superfic inj:0.080 Diagnosis:9ccs86:Cataract:0.072 Diagnosis:9ccs70:Schizo/rl dx:0.068 Diagnosis:9ccs115:Aneurysm:0.068 Diagnosis:9ccs123:Influenza:0.062 Diagnosis:9ccs74:Ot mentl cnd:0.062 Diagnosis:9ccs90:Eye infectn:0.059 * Vital: Wt-latest | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 1677 | OR_unadj: 4.020 [3.127 5.168] | indivs AUC:0.703 Correlated most with: Number of Visits:0.362 Diagnosis:9ccs126:Ot up rsp in:0.282 Diagnosis:9ccs92:Otitis media:0.237 Diagnosis:9ccs10:Immuniz/scrn:0.219 Diagnosis:9ccs128:Asthma:0.149 Diagnosis:9ccs257:Ot aftercare:0.137 Diagnosis:9ccs7:Viral infect:0.137 Diagnosis:9ccs125:Bronchitis:0.134 Diagnosis:9ccs135:Intest infct:0.133 Diagnosis:9ccs122:Pneumonia:0.116 * Vital: Wt for Length ZScore-avg1to3 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1377 | OR_unadj: 1.349 [1.074 1.693] | indivs AUC:0.564 Correlated most with: Number of Visits:-0.081 Diagnosis:9ccs138:Esophgeal dx:-0.081 Diagnosis:9ccs129:Asp pneumon:-0.077 Diagnosis:9ccs154:Gastroent:-0.065 Diagnosis:9ccs64:Ot hematl dx:0.064 Diagnosis:9ccs2:Septicemia:-0.064 Diagnosis:9ccs223:Birth trauma:-0.064 Diagnosis:9ccs47:Ot bnign neo:0.063 Diagnosis:9ccs2620:E Codes: Unspecified:-0.060 Newborn Diagnosis:9ccs47:Ot bnign neo:0.059 * Vital: BMI-avg3to5 | coef 0.007 95% CI: [0.005 , 0.010] | OR_adj 1.007 [1.005 1.010] | occ: 1314 | OR_unadj: 1.808 [1.437 2.274] | indivs AUC:0.635 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.107 Newborn Diagnosis:9ccs166:Oth male gen:0.076 Diagnosis:9ccs74:Ot mentl cnd:-0.071 Diagnosis:9ccs95:Oth nerv dx:-0.066 Diagnosis:9ccs61:Sickle cell:-0.060 Diagnosis:9ccs134:Ot uppr resp:-0.060 Diagnosis:9ccs211:Ot conn tiss:-0.059 Diagnosis:9ccs52:Nutrit defic:-0.057 Newborn Diagnosis:9ccs191:Amnios dx:0.056 Diagnosis:9ccs2611:E Codes: Natural/environment:0.056 * Vital: Wt-gain13to19 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1448 | OR_unadj: 1.720 [1.369 2.161] | indivs AUC:0.588 Correlated most with: Diagnosis:9ccs130:Pleurisy:0.076 Diagnosis:9ccs243:Poisn nonmed:0.065 Diagnosis:9ccs230:Fx leg:0.057 Diagnosis:9ccs259:Unclassified:0.051 Diagnosis:9ccs223:Birth trauma:-0.051 Diagnosis:9ccs235:Opn wnd head:0.049 Diagnosis:9ccs5:HIV infectn:-0.049 Diagnosis:9ccs98:HTN:0.049 Newborn Diagnosis:9ccs239:Superfic inj:-0.047 Newborn Diagnosis:9ccs104:Oth heart dx:-0.047 Vital: HR-latest | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 1040 | OR_unadj: 1.213 [0.939 1.565] | indivs AUC:0.496 Correlated most with: Number of Visits:-0.082 Diagnosis:9ccs2619:e codes: other specified- nec:0.073 Lab:294199 BILIRUBIN SCAN - LMC:0.071 Diagnosis:9ccs124:Tonsillitis:-0.063 Diagnosis:9ccs127:COPD:-0.063 Diagnosis:9ccs70:Schizo/rl dx:-0.063 Diagnosis:9ccs104:Oth heart dx:0.063 Diagnosis:9ccs228:Fx skull fac:0.062 Diagnosis:9ccs96:Hrt valve dx:-0.062 Diagnosis:9ccs117:Ot circul dx:-0.061 Vital: Ht Percentile-gain16to24 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.009] | occ: 975 | OR_unadj: 1.147 [0.882 1.492] | indivs AUC:0.549 Correlated most with: Number of Visits:-0.088 Diagnosis:9ccs259:Unclassified:-0.085 Diagnosis:9ccs59:Anemia:-0.077 Diagnosis:9ccs181:Ot preg comp:0.056 Diagnosis:9ccs257:Ot aftercare:-0.055 Diagnosis:9ccs133:Oth low resp:-0.055 Diagnosis:9ccs143:Abdom hernia:-0.054 Diagnosis:9ccs127:COPD:-0.052 Lab:297280 GLUCOSE REAGENT STRIP:-0.052 Diagnosis:9ccs2603:E Codes: Fall:-0.050 * Vital: Wt-gain7to13 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1496 | OR_unadj: 1.701 [1.338 2.162] | indivs AUC:0.561 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:0.078 Lab:292495 LEAD LEVEL - Sunrise:-0.070 Diagnosis:9ccs59:Anemia:0.068 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.065 Diagnosis:9ccs72:Anxiety dx:-0.065 Diagnosis:9ccs86:Cataract:-0.063 Diagnosis:9ccs257:Ot aftercare:-0.054 Diagnosis:9ccs5:HIV infectn:0.052 Diagnosis:9ccs133:Oth low resp:-0.051 Diagnosis:9ccs10:Immuniz/scrn:-0.050 Vital: Wt for Length ZScore-gain7to13 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1479 | OR_unadj: 1.133 [0.902 1.422] | indivs AUC:0.580 Correlated most with: Lab:306854 PLATELET COUNT - Sunrise:-0.081 Diagnosis:9ccs138:Esophgeal dx:0.070 Newborn Diagnosis:9ccs218:Liveborn:-0.068 Diagnosis:9ccs61:Sickle cell:-0.065 Diagnosis:9ccs258:Other screen:-0.059 Newborn Diagnosis:9ccs0:No DX:0.057 Diagnosis:9ccs113:Late eff CVD:0.057 Diagnosis:9ccs125:Bronchitis:0.050 Diagnosis:9ccs137:Mouth dx:-0.049 Diagnosis:9ccs167:Breast dx:0.049 Vital: Wt-gain1to5 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1472 | OR_unadj: 0.993 [0.790 1.247] | indivs AUC:0.522 Correlated most with: Number of Visits:0.182 Diagnosis:9ccs126:Ot up rsp in:0.129 Diagnosis:9ccs257:Ot aftercare:0.090 Lab:297275 STREP RAPID TEST (POCT):-0.085 Newborn Diagnosis:9ccs62:Coag/hemr dx:-0.066 Diagnosis:9ccs212:Ot bone dx:-0.063 Diagnosis:9ccs92:Otitis media:0.061 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.061 Diagnosis:9ccs86:Cataract:-0.060 Diagnosis:9ccs104:Oth heart dx:-0.059 Vital: Wt-gain5to10 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.009] | occ: 1472 | OR_unadj: 1.156 [0.922 1.450] | indivs AUC:0.577 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:-0.080 Diagnosis:9ccs259:Unclassified:-0.076 Diagnosis:9ccs181:Ot preg comp:0.069 Newborn Diagnosis:9ccs0:No DX:0.066 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.065 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.064 Diagnosis:9ccs92:Otitis media:0.059 Diagnosis:9ccs257:Ot aftercare:0.058 Number of Visits:0.058 Diagnosis:9ccs222:Perint jaund:-0.054 * Vital: BMI-gain0to3 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1416 | OR_unadj: 1.282 [1.019 1.613] | indivs AUC:0.549 Correlated most with: Diagnosis:9ccs2611:E Codes: Natural/environment:0.076 Diagnosis:9ccs86:Cataract:0.074 Newborn Diagnosis:9ccs106:Dysrhythmia:0.066 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.066 Diagnosis:9ccs245:Syncope:-0.061 Diagnosis:9ccs8:Oth infectns:0.058 Diagnosis:9ccs44:Neoplsm unsp:0.054 Diagnosis:9ccs140:Gastritis:0.053 Newborn Diagnosis:9ccs219:Low birth wt:0.050 Diagnosis:9ccs2:Septicemia:0.049 Vital: Wt for Length ZScore-gain10to16 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1500 | OR_unadj: 1.181 [0.941 1.483] | indivs AUC:0.515 Correlated most with: Diagnosis:9ccs72:Anxiety dx:-0.059 Diagnosis:9ccs56:Cystic fibro:0.059 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.058 Newborn Diagnosis:9ccs95:Oth nerv dx:0.054 Diagnosis:9ccs113:Late eff CVD:-0.054 Diagnosis:9ccs8:Oth infectns:0.053 Diagnosis:9ccs125:Bronchitis:-0.046 Diagnosis:9ccs256:Exam/eval:0.045 Lab:292147 TSH - Sunrise:-0.045 Lab:292495 LEAD LEVEL - Sunrise:-0.044 * Vital: Ht-avg10to13 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1403 | OR_unadj: 1.702 [1.355 2.140] | indivs AUC:0.575 Correlated most with: Diagnosis:9ccs246:FUO:0.117 Newborn Diagnosis:9ccs219:Low birth wt:-0.106 Diagnosis:9ccs219:Low birth wt:-0.085 Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.072 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.072 Diagnosis:9ccs2:Septicemia:0.068 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.064 Newborn Diagnosis:9ccs253:Allergy:-0.063 Diagnosis:9ccs223:Birth trauma:0.063 Diagnosis:9ccs200:Oth skin dx:0.063 Vital: Ht Percentile-gain13to19 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 832 | OR_unadj: 1.172 [0.894 1.536] | indivs AUC:0.476 Correlated most with: Diagnosis:9ccs244:Other injury:0.068 Newborn Diagnosis:9ccs191:Amnios dx:-0.067 Newborn Diagnosis:9ccs223:Birth trauma:-0.066 Diagnosis:9ccs259:Unclassified:0.064 Diagnosis:9ccs98:HTN:0.061 Diagnosis:9ccs230:Fx leg:0.058 Diagnosis:9ccs254:Rehab:0.055 Diagnosis:10ccs58:Ot nutrit dx:-0.051 Diagnosis:9ccs250:Nausea/vomit:0.049 Diagnosis:9ccs75:Hx mental dx:-0.049 Vital: BMI-gain5to10 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1471 | OR_unadj: 1.143 [0.910 1.435] | indivs AUC:0.581 Correlated most with: Newborn Diagnosis:9ccs0:No DX:0.069 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.067 Diagnosis:9ccs181:Ot preg comp:0.062 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.060 Diagnosis:10ccs238:Complic proc:-0.058 Diagnosis:9ccs2604:E Codes: Fire/burn:-0.058 Diagnosis:9ccs197:Skin infectn:-0.057 Newborn Diagnosis:9ccs97:Carditis:-0.057 Newborn Diagnosis:9ccs104:Oth heart dx:-0.057 Newborn Diagnosis:9ccs239:Superfic inj:-0.057 * Vital: Wt-gain3to7 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1487 | OR_unadj: 1.284 [1.021 1.614] | indivs AUC:0.520 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.097 Diagnosis:9ccs92:Otitis media:0.091 Number of Visits:0.090 Lab:294048 STOOL CULTURE - LMC:-0.080 Diagnosis:9ccs127:COPD:0.078 Diagnosis:9ccs212:Ot bone dx:0.073 Diagnosis:9ccs181:Ot preg comp:-0.070 Lab:321098 OCCULT BLOOD FECES - Sunrise:0.066 Diagnosis:9ccs122:Pneumonia:0.066 Diagnosis:9ccs113:Late eff CVD:0.065 * Vital: Wt Change-avg19to24 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 879 | OR_unadj: 1.673 [1.252 2.235] | indivs AUC:0.563 Correlated most with: Number of Visits:-0.191 Diagnosis:9ccs120:Hemmorhoids:0.152 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.152 Diagnosis:9ccs92:Otitis media:-0.145 Diagnosis:9ccs257:Ot aftercare:-0.125 Diagnosis:9ccs126:Ot up rsp in:-0.112 Diagnosis:9ccs7:Viral infect:-0.111 Diagnosis:9ccs135:Intest infct:-0.093 Diagnosis:9ccs6:Hepatitis:0.088 Diagnosis:9ccs125:Bronchitis:-0.087 Vital: Wt for Length ZScore-gain13to19 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1485 | OR_unadj: 1.109 [0.884 1.392] | indivs AUC:0.507 Correlated most with: Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.063 Diagnosis:9ccs217:Ot cong anom:-0.063 Newborn Diagnosis:9ccs223:Birth trauma:0.062 Diagnosis:9ccs246:FUO:0.061 Newborn Diagnosis:9ccs191:Amnios dx:-0.056 Diagnosis:9ccs155:Other GI dx:0.055 Lab:294199 BILIRUBIN SCAN - LMC:-0.053 Diagnosis:9ccs10:Immuniz/scrn:-0.051 Lab:306617 OCCULT BLOOD TEST (FECAL):0.050 Diagnosis:9ccs230:Fx leg:-0.049 * Vital: Ht Percentile-latest | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1058 | OR_unadj: 1.698 [1.338 2.155] | indivs AUC:0.611 Correlated most with: Diagnosis:9ccs229:Fx arm:0.077 Diagnosis:9ccs59:Anemia:-0.070 Diagnosis:9ccs136:Teeth dx:-0.061 Diagnosis:9ccs244:Other injury:0.059 Newborn Diagnosis:9ccs224:Ot perint dx:0.056 Diagnosis:9ccs145:Int obstruct:-0.055 Newborn Diagnosis:9ccs166:Oth male gen:0.054 Diagnosis:9ccs120:Hemmorhoids:0.053 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.053 Diagnosis:9ccs212:Ot bone dx:-0.053 * Vital: BMI-avg5to7 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1341 | OR_unadj: 1.832 [1.456 2.305] | indivs AUC:0.633 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.097 Diagnosis:9ccs128:Asthma:0.092 Diagnosis:9ccs95:Oth nerv dx:-0.086 Diagnosis:9ccs143:Abdom hernia:0.085 Diagnosis:9ccs204:Ot joint dx:0.080 Diagnosis:9ccs59:Anemia:0.068 Diagnosis:9ccs2611:E Codes: Natural/environment:0.063 Diagnosis:9ccs92:Otitis media:0.058 Newborn Diagnosis:9ccs218:Liveborn:0.058 Newborn Diagnosis:9ccs0:No DX:-0.056 Vital: Wt-gain10to16 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1466 | OR_unadj: 0.865 [0.679 1.104] | indivs AUC:0.519 Correlated most with: Diagnosis:9ccs92:Otitis media:0.070 Number of Visits:0.068 Lab:292495 LEAD LEVEL - Sunrise:0.067 Diagnosis:9ccs214:GI cong anom:0.064 Diagnosis:9ccs230:Fx leg:-0.063 Newborn Diagnosis:9ccs162:Ot dx bladdr:-0.062 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.061 Diagnosis:9ccs243:Poisn nonmed:-0.060 Lab:294199 BILIRUBIN SCAN - LMC:-0.060 Diagnosis:9ccs98:HTN:-0.056 Vital: Wt Percentile-gain16to24 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 963 | OR_unadj: 0.991 [0.728 1.347] | indivs AUC:0.550 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.089 Number of Visits:-0.084 Diagnosis:9ccs115:Aneurysm:-0.082 Newborn Diagnosis:9ccs47:Ot bnign neo:-0.082 Diagnosis:9ccs143:Abdom hernia:-0.079 Diagnosis:9ccs4:Mycoses:-0.071 Diagnosis:9ccs181:Ot preg comp:0.071 Diagnosis:9ccs135:Intest infct:-0.070 Diagnosis:9ccs127:COPD:-0.064 Diagnosis:9ccs136:Teeth dx:-0.056 * Vital: Wt for Length ZScore-avg19to24 | coef 0.006 95% CI: [0.006 , 0.007] | OR_adj 1.006 [1.006 1.007] | occ: 1392 | OR_unadj: 4.002 [3.155 5.076] | indivs AUC:0.774 Correlated most with: Diagnosis:9ccs128:Asthma:0.079 Diagnosis:9ccs86:Cataract:-0.079 Diagnosis:9ccs235:Opn wnd head:0.074 Diagnosis:9ccs246:FUO:0.066 Diagnosis:9ccs138:Esophgeal dx:-0.065 Diagnosis:9ccs214:GI cong anom:-0.064 Diagnosis:9ccs243:Poisn nonmed:0.064 Diagnosis:9ccs58:Ot nutrit dx:0.062 Diagnosis:9ccs95:Oth nerv dx:-0.061 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.054 Vital: Ht-gain0to3 | coef 0.006 95% CI: [0.006 , 0.007] | OR_adj 1.006 [1.006 1.007] | occ: 1419 | OR_unadj: 1.156 [0.909 1.469] | indivs AUC:0.506 Correlated most with: Newborn Diagnosis:9ccs106:Dysrhythmia:0.080 Diagnosis:9ccs86:Cataract:0.078 Diagnosis:9ccs8:Oth infectns:0.072 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.069 Diagnosis:9ccs2:Septicemia:0.067 Diagnosis:9ccs216:Nerv cong an:-0.061 Diagnosis:9ccs44:Neoplsm unsp:0.060 Diagnosis:9ccs245:Syncope:-0.055 Diagnosis:9ccs106:Dysrhythmia:-0.053 Diagnosis:9ccs140:Gastritis:0.052 * Vital: Wt Change-avg16to19 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 716 | OR_unadj: 1.806 [1.349 2.418] | indivs AUC:0.529 Correlated most with: Number of Visits:-0.170 Diagnosis:9ccs92:Otitis media:-0.130 Diagnosis:9ccs239:Superfic inj:-0.097 Diagnosis:9ccs125:Bronchitis:-0.097 Diagnosis:9ccs7:Viral infect:-0.097 Diagnosis:9ccs128:Asthma:-0.090 Diagnosis:9ccs257:Ot aftercare:-0.086 Diagnosis:9ccs126:Ot up rsp in:-0.086 Diagnosis:9ccs133:Oth low resp:-0.083 Diagnosis:9ccs2603:E Codes: Fall:-0.080 * Vital: Wt for Length ZScore-gain16to24 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1463 | OR_unadj: 1.409 [1.123 1.768] | indivs AUC:0.594 Correlated most with: Diagnosis:9ccs0:No DX:-0.061 Diagnosis:9ccs181:Ot preg comp:-0.059 Diagnosis:9ccs246:FUO:0.056 Diagnosis:9ccs47:Ot bnign neo:-0.055 Diagnosis:9ccs94:Other ear dx:0.052 Diagnosis:9ccs216:Nerv cong an:-0.051 Lab:323825 STREP SCREEN THROAT - Sunrise:0.047 Diagnosis:9ccs230:Fx leg:0.046 Diagnosis:9ccs134:Ot uppr resp:0.044 Diagnosis:9ccs234:Crush injury:-0.044 Vital: Wt Percentile-gain10to16 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.008] | occ: 742 | OR_unadj: 0.895 [0.668 1.200] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs0:No DX:0.147 Diagnosis:9ccs230:Fx leg:-0.093 Diagnosis:9ccs105:Conduction:0.091 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.084 Lab:292495 LEAD LEVEL - Sunrise:0.083 Lab:294199 BILIRUBIN SCAN - LMC:-0.075 Diagnosis:9ccs92:Otitis media:0.070 Diagnosis:9ccs219:Low birth wt:0.064 Diagnosis:9ccs72:Anxiety dx:0.064 Diagnosis:9ccs98:HTN:-0.063 Vital: HC-avg0to1 | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1207 | OR_unadj: 1.069 [0.849 1.345] | indivs AUC:0.564 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.277 Diagnosis:9ccs219:Low birth wt:-0.224 Lab:297262 HEMOGLOBIN (HEMOCUE):0.123 Newborn Diagnosis:9ccs222:Perint jaund:-0.113 Diagnosis:9ccs205:Back problem:-0.092 Newborn Diagnosis:9ccs253:Allergy:-0.088 Newborn Diagnosis:9ccs224:Ot perint dx:0.079 Newborn Diagnosis:9ccs256:Exam/eval:-0.076 Newborn Diagnosis:9ccs221:Resp distres:-0.076 Lab:294203 BILIRUBIN TOTAL - LMC:-0.074 * Vital: Wt for Length ZScore-avg3to5 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1321 | OR_unadj: 1.681 [1.337 2.114] | indivs AUC:0.639 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.103 Diagnosis:9ccs59:Anemia:0.070 Diagnosis:9ccs214:GI cong anom:-0.063 Diagnosis:9ccs123:Influenza:-0.062 Diagnosis:9ccs74:Ot mentl cnd:-0.062 Diagnosis:9ccs95:Oth nerv dx:-0.062 Newborn Diagnosis:9ccs166:Oth male gen:0.060 Diagnosis:9ccs52:Nutrit defic:-0.060 Diagnosis:9ccs2611:E Codes: Natural/environment:0.057 Diagnosis:9ccs211:Ot conn tiss:-0.057 Vital: HC-gain10to16 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1231 | OR_unadj: 0.870 [0.694 1.091] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs257:Ot aftercare:0.092 Diagnosis:9ccs239:Superfic inj:-0.073 Diagnosis:9ccs83:Epilepsy/cnv:0.068 Newborn Diagnosis:9ccs96:Hrt valve dx:0.064 Lab:292495 LEAD LEVEL - Sunrise:0.061 Lab:321098 OCCULT BLOOD FECES - Sunrise:0.058 Newborn Diagnosis:9ccs68:Senil/org mn:0.057 Diagnosis:9ccs256:Exam/eval:-0.056 Number of Visits:0.052 Diagnosis:9ccs51:Ot endo dsor:-0.052 Vital: BMI-gain16to24 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1484 | OR_unadj: 1.317 [0.995 1.744] | indivs AUC:0.547 Correlated most with: Number of Visits:-0.101 Diagnosis:9ccs259:Unclassified:-0.066 Diagnosis:9ccs115:Aneurysm:-0.066 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.065 Diagnosis:9ccs126:Ot up rsp in:-0.062 Diagnosis:9ccs135:Intest infct:-0.062 Diagnosis:9ccs66:Alchl-r mntl:-0.058 Diagnosis:9ccs181:Ot preg comp:0.057 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.056 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.055 * Vital: BMI-avg1to3 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1370 | OR_unadj: 1.693 [1.347 2.129] | indivs AUC:0.604 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.155 Diagnosis:9ccs219:Low birth wt:-0.133 Diagnosis:9ccs64:Ot hematl dx:0.098 Diagnosis:9ccs138:Esophgeal dx:-0.091 Newborn Diagnosis:9ccs222:Perint jaund:-0.073 Newborn Diagnosis:9ccs166:Oth male gen:0.062 Diagnosis:9ccs159:UTI:0.062 Lab:297262 HEMOGLOBIN (HEMOCUE):0.060 Number of Visits:-0.060 Diagnosis:9ccs141:Ot dx stomch:-0.059 Vital: BMI-gain3to7 | coef 0.006 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.007] | occ: 1478 | OR_unadj: 1.130 [0.893 1.430] | indivs AUC:0.547 Correlated most with: Diagnosis:9ccs127:COPD:0.084 Diagnosis:9ccs222:Perint jaund:-0.075 Lab:294048 STOOL CULTURE - LMC:-0.074 Diagnosis:9ccs92:Otitis media:0.073 Number of Visits:0.072 Diagnosis:9ccs212:Ot bone dx:0.071 Diagnosis:9ccs122:Pneumonia:0.065 Diagnosis:9ccs126:Ot up rsp in:0.064 Diagnosis:9ccs200:Oth skin dx:-0.063 Diagnosis:9ccs181:Ot preg comp:-0.062 * Vital: Wt Change-latest | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 987 | OR_unadj: 1.430 [1.090 1.874] | indivs AUC:0.584 Correlated most with: Number of Visits:-0.196 Diagnosis:9ccs92:Otitis media:-0.156 Diagnosis:9ccs257:Ot aftercare:-0.152 Diagnosis:9ccs61:Sickle cell:0.143 Diagnosis:9ccs126:Ot up rsp in:-0.121 Diagnosis:9ccs7:Viral infect:-0.112 Diagnosis:9ccs135:Intest infct:-0.089 Diagnosis:9ccs155:Other GI dx:-0.070 Diagnosis:9ccs200:Oth skin dx:-0.068 Lab:306854 PLATELET COUNT - Sunrise:-0.066 Vital: BMI-gain7to13 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1496 | OR_unadj: 1.138 [0.883 1.468] | indivs AUC:0.480 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:0.067 Lab:292495 LEAD LEVEL - Sunrise:-0.067 Diagnosis:9ccs238:Complic proc:0.065 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.065 Diagnosis:10ccs238:Complic proc:0.065 Diagnosis:9ccs2604:E Codes: Fire/burn:0.065 Diagnosis:9ccs72:Anxiety dx:-0.060 Diagnosis:9ccs58:Ot nutrit dx:-0.059 Newborn Diagnosis:9ccs224:Ot perint dx:0.056 Newborn Diagnosis:9ccs239:Superfic inj:0.054 Vital: Ht-gain10to16 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1442 | OR_unadj: 0.837 [0.658 1.064] | indivs AUC:0.499 Correlated most with: Number of Visits:0.069 Diagnosis:9ccs214:GI cong anom:0.067 Lab:292495 LEAD LEVEL - Sunrise:0.062 Diagnosis:9ccs86:Cataract:0.060 Diagnosis:9ccs230:Fx leg:-0.053 Diagnosis:9ccs243:Poisn nonmed:-0.053 Diagnosis:9ccs98:HTN:-0.053 Newborn Diagnosis:9ccs162:Ot dx bladdr:-0.051 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.051 Diagnosis:9ccs142:Appendicitis:-0.050 Vital: Wt for Len Percentile-gain16to24 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1353 | OR_unadj: 0.799 [0.624 1.024] | indivs AUC:0.487 Correlated most with: Number of Visits:-0.085 Diagnosis:9ccs126:Ot up rsp in:-0.074 Diagnosis:9ccs115:Aneurysm:-0.070 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.066 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.063 Diagnosis:9ccs181:Ot preg comp:0.060 Diagnosis:9ccs135:Intest infct:-0.060 Diagnosis:9ccs61:Sickle cell:0.058 Diagnosis:9ccs259:Unclassified:-0.053 Diagnosis:9ccs64:Ot hematl dx:-0.052 * Vital: Ht-gain1to5 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1460 | OR_unadj: 0.762 [0.607 0.957] | indivs AUC:0.454 Correlated most with: Number of Visits:0.145 Diagnosis:9ccs126:Ot up rsp in:0.115 Lab:297275 STREP RAPID TEST (POCT):-0.080 Diagnosis:9ccs257:Ot aftercare:0.071 Newborn Diagnosis:9ccs62:Coag/hemr dx:-0.063 Diagnosis:9ccs86:Cataract:-0.060 Diagnosis:9ccs104:Oth heart dx:-0.059 Diagnosis:9ccs135:Intest infct:0.054 Diagnosis:9ccs212:Ot bone dx:-0.053 Diagnosis:9ccs96:Hrt valve dx:0.053 Vital: Ht-gain16to24 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1442 | OR_unadj: 0.985 [0.700 1.387] | indivs AUC:0.536 Correlated most with: Number of Visits:-0.094 Diagnosis:9ccs55:Fluid/elc dx:-0.073 Newborn Diagnosis:9ccs106:Dysrhythmia:-0.066 Diagnosis:9ccs66:Alchl-r mntl:-0.062 Diagnosis:9ccs115:Aneurysm:-0.061 Diagnosis:9ccs126:Ot up rsp in:-0.059 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.054 Diagnosis:9ccs181:Ot preg comp:0.053 Diagnosis:9ccs257:Ot aftercare:-0.053 Diagnosis:9ccs259:Unclassified:-0.052 Vital: Wt for Len Percentile-gain5to10 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1318 | OR_unadj: 0.982 [0.778 1.240] | indivs AUC:0.558 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:-0.068 Diagnosis:9ccs181:Ot preg comp:0.059 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.054 Lab:295490 17 HYDROXYPROGESTERONE - LMC:0.053 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:-0.053 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.052 Diagnosis:9ccs197:Skin infectn:-0.051 Diagnosis:9ccs204:Ot joint dx:-0.049 Diagnosis:9ccs125:Bronchitis:0.049 Lab:294147 FREE T4 - LMC:0.048 Vital: Ht Percentile-gain10to16 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 760 | OR_unadj: 0.965 [0.731 1.274] | indivs AUC:0.544 Correlated most with: Diagnosis:9ccs0:No DX:0.103 Diagnosis:9ccs105:Conduction:0.092 Diagnosis:9ccs230:Fx leg:-0.075 Diagnosis:9ccs228:Fx skull fac:0.074 Diagnosis:9ccs167:Breast dx:0.074 Lab:294199 BILIRUBIN SCAN - LMC:-0.071 Lab:292495 LEAD LEVEL - Sunrise:0.069 Diagnosis:9ccs51:Ot endo dsor:-0.065 Diagnosis:9ccs222:Perint jaund:-0.061 Diagnosis:9ccs72:Anxiety dx:0.061 Vital: Wt Percentile-gain7to13 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 663 | OR_unadj: 1.165 [0.818 1.659] | indivs AUC:0.568 Correlated most with: Diagnosis:9ccs258:Other screen:-0.104 Diagnosis:9ccs72:Anxiety dx:-0.097 Diagnosis:9ccs230:Fx leg:0.093 Diagnosis:9ccs229:Fx arm:0.090 Diagnosis:9ccs231:Oth fracture:0.086 Newborn Diagnosis:9ccs68:Senil/org mn:0.084 Diagnosis:9ccs151:Oth liver dx:-0.080 Diagnosis:9ccs239:Superfic inj:-0.076 Diagnosis:9ccs198:Ot infl skin:-0.068 Diagnosis:9ccs51:Ot endo dsor:0.066 * Vital: BMI-avg13to16 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1283 | OR_unadj: 2.266 [1.799 2.852] | indivs AUC:0.652 Correlated most with: Diagnosis:9ccs143:Abdom hernia:0.075 MatDeliveryAge:-0.071 Diagnosis:9ccs128:Asthma:0.069 Diagnosis:9ccs214:GI cong anom:-0.067 Diagnosis:9ccs95:Oth nerv dx:-0.067 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.062 Diagnosis:9ccs138:Esophgeal dx:-0.060 Diagnosis:9ccs147:Anal/rectal:0.060 Diagnosis:9ccs86:Cataract:-0.058 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.058 * Vital: Wt for Length ZScore-avg5to7 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1347 | OR_unadj: 1.778 [1.414 2.235] | indivs AUC:0.617 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.108 Diagnosis:9ccs95:Oth nerv dx:-0.102 Diagnosis:9ccs128:Asthma:0.094 Newborn Diagnosis:9ccs218:Liveborn:0.085 Diagnosis:9ccs204:Ot joint dx:0.072 Diagnosis:9ccs59:Anemia:0.070 Diagnosis:9ccs143:Abdom hernia:0.065 Newborn Diagnosis:9ccs0:No DX:-0.065 Diagnosis:9ccs92:Otitis media:0.063 Diagnosis:9ccs2611:E Codes: Natural/environment:0.063 Vital: Ht-gain13to19 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1399 | OR_unadj: 1.182 [0.941 1.485] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs130:Pleurisy:0.075 Diagnosis:9ccs243:Poisn nonmed:0.062 Diagnosis:9ccs181:Ot preg comp:-0.053 Diagnosis:9ccs106:Dysrhythmia:-0.053 Diagnosis:9ccs5:HIV infectn:-0.052 Diagnosis:9ccs230:Fx leg:0.051 Diagnosis:9ccs98:HTN:0.051 Diagnosis:9ccs142:Appendicitis:0.050 Newborn Diagnosis:9ccs239:Superfic inj:-0.049 Newborn Diagnosis:9ccs97:Carditis:-0.049 Vital: Ht-gain5to10 | coef 0.006 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.006] | occ: 1443 | OR_unadj: 1.120 [0.888 1.414] | indivs AUC:0.506 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:-0.068 Newborn Diagnosis:9ccs0:No DX:0.061 Diagnosis:9ccs181:Ot preg comp:0.059 Diagnosis:9ccs2604:E Codes: Fire/burn:-0.059 Diagnosis:10ccs238:Complic proc:-0.059 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.059 Diagnosis:9ccs197:Skin infectn:-0.057 Newborn Diagnosis:9ccs239:Superfic inj:-0.056 Newborn Diagnosis:9ccs104:Oth heart dx:-0.056 Newborn Diagnosis:9ccs97:Carditis:-0.056 Vital: Wt for Len Percentile-gain7to13 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1336 | OR_unadj: 1.084 [0.859 1.369] | indivs AUC:0.502 Correlated most with: Newborn Diagnosis:9ccs62:Coag/hemr dx:0.072 Lab:292495 LEAD LEVEL - Sunrise:-0.072 Diagnosis:9ccs2604:E Codes: Fire/burn:0.068 Diagnosis:10ccs238:Complic proc:0.068 Diagnosis:9ccs56:Cystic fibro:0.063 Lab:294205 TSH REFLEX TO FT4 - LMC:0.059 Diagnosis:9ccs96:Hrt valve dx:0.054 Diagnosis:9ccs72:Anxiety dx:-0.051 Diagnosis:9ccs135:Intest infct:0.049 Diagnosis:9ccs47:Ot bnign neo:-0.046 Vital: HC-gain7to13 | coef 0.006 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.006] | occ: 1315 | OR_unadj: 1.015 [0.741 1.390] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs58:Ot nutrit dx:-0.072 Diagnosis:9ccs235:Opn wnd head:0.060 Diagnosis:9ccs257:Ot aftercare:-0.057 Lab:292495 LEAD LEVEL - Sunrise:-0.056 Diagnosis:9ccs10:Immuniz/scrn:-0.054 Lab:294205 TSH REFLEX TO FT4 - LMC:0.054 Newborn Diagnosis:9ccs68:Senil/org mn:-0.054 MatDeliveryAge:0.053 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.052 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.051 Vital: HC-gain1to5 | coef 0.006 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.006] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.445 Correlated most with: Number of Visits:0.113 Diagnosis:9ccs126:Ot up rsp in:0.097 Diagnosis:9ccs125:Bronchitis:0.086 Diagnosis:9ccs124:Tonsillitis:0.075 Newborn Diagnosis:9ccs47:Ot bnign neo:-0.070 Diagnosis:9ccs151:Oth liver dx:-0.067 Diagnosis:9ccs74:Ot mentl cnd:0.065 Diagnosis:9ccs92:Otitis media:0.058 Diagnosis:9ccs154:Gastroent:-0.058 Diagnosis:9ccs94:Other ear dx:0.057 * Vital: Wt for Length ZScore-avg13to16 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1285 | OR_unadj: 2.287 [1.818 2.877] | indivs AUC:0.673 Correlated most with: Diagnosis:9ccs143:Abdom hernia:0.081 Diagnosis:9ccs214:GI cong anom:-0.076 Diagnosis:9ccs128:Asthma:0.069 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.069 Diagnosis:9ccs86:Cataract:-0.068 Diagnosis:9ccs136:Teeth dx:-0.066 Diagnosis:9ccs95:Oth nerv dx:-0.065 MatDeliveryAge:-0.064 Diagnosis:9ccs147:Anal/rectal:0.063 Diagnosis:9ccs138:Esophgeal dx:-0.062 * Vital: Wt for Length ZScore-avg16to19 | coef 0.006 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.006] | occ: 1292 | OR_unadj: 3.143 [2.490 3.966] | indivs AUC:0.718 Correlated most with: Diagnosis:9ccs214:GI cong anom:-0.072 MatDeliveryAge:-0.071 Diagnosis:9ccs86:Cataract:-0.069 Diagnosis:9ccs143:Abdom hernia:0.064 Newborn Diagnosis:9ccs191:Amnios dx:0.062 Newborn Diagnosis:9ccs133:Oth low resp:-0.058 Diagnosis:9ccs95:Oth nerv dx:-0.056 Diagnosis:9ccs246:FUO:0.056 Diagnosis:9ccs138:Esophgeal dx:-0.055 Diagnosis:9ccs128:Asthma:0.055 Vital: HC-latest | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1631 | OR_unadj: 1.158 [0.909 1.475] | indivs AUC:0.546 Correlated most with: Number of Visits:0.268 Diagnosis:9ccs126:Ot up rsp in:0.236 Diagnosis:9ccs257:Ot aftercare:0.193 Diagnosis:9ccs92:Otitis media:0.191 Diagnosis:9ccs10:Immuniz/scrn:0.188 Diagnosis:9ccs125:Bronchitis:0.168 Diagnosis:9ccs7:Viral infect:0.160 Diagnosis:9ccs128:Asthma:0.128 Diagnosis:9ccs135:Intest infct:0.113 Diagnosis:9ccs90:Eye infectn:0.110 * Vital: Wt for Length ZScore-latest | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.761 Correlated most with: Diagnosis:9ccs128:Asthma:0.102 Diagnosis:9ccs95:Oth nerv dx:-0.083 Number of Visits:0.073 Diagnosis:9ccs86:Cataract:-0.071 Diagnosis:9ccs138:Esophgeal dx:-0.071 Diagnosis:9ccs133:Oth low resp:0.067 Diagnosis:9ccs92:Otitis media:0.064 Diagnosis:9ccs122:Pneumonia:0.061 Newborn Diagnosis:9ccs166:Oth male gen:-0.056 Diagnosis:9ccs125:Bronchitis:0.055 Vital: Ht-avg7to10 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.483 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.153 Diagnosis:9ccs219:Low birth wt:-0.081 Newborn Diagnosis:9ccs256:Exam/eval:-0.060 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.059 Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.059 Diagnosis:9ccs223:Birth trauma:0.059 Lab:323854 CULTURE FECES - Sunrise:0.059 Diagnosis:9ccs200:Oth skin dx:0.058 Diagnosis:10ccs238:Complic proc:-0.057 Diagnosis:9ccs2604:E Codes: Fire/burn:-0.057 * Vital: Wt for Length ZScore-gain0to24 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.761 Correlated most with: Diagnosis:9ccs128:Asthma:0.102 Diagnosis:9ccs95:Oth nerv dx:-0.083 Number of Visits:0.073 Diagnosis:9ccs86:Cataract:-0.071 Diagnosis:9ccs138:Esophgeal dx:-0.071 Diagnosis:9ccs133:Oth low resp:0.067 Diagnosis:9ccs92:Otitis media:0.064 Diagnosis:9ccs122:Pneumonia:0.061 Newborn Diagnosis:9ccs166:Oth male gen:-0.056 Diagnosis:9ccs125:Bronchitis:0.055 Vital: BMI-gain10to16 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1482 | OR_unadj: 0.877 [0.692 1.111] | indivs AUC:0.499 Correlated most with: Number of Visits:0.069 Diagnosis:9ccs214:GI cong anom:0.062 Lab:292495 LEAD LEVEL - Sunrise:0.060 Newborn Diagnosis:9ccs162:Ot dx bladdr:-0.059 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.058 Diagnosis:9ccs142:Appendicitis:-0.055 Diagnosis:9ccs243:Poisn nonmed:-0.055 Lab:294199 BILIRUBIN SCAN - LMC:-0.054 Diagnosis:9ccs230:Fx leg:-0.053 Diagnosis:9ccs58:Ot nutrit dx:0.053 * Vital: BMI-avg19to24 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1397 | OR_unadj: 4.344 [3.423 5.512] | indivs AUC:0.762 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.105 Diagnosis:9ccs58:Ot nutrit dx:0.094 Newborn Diagnosis:9ccs47:Ot bnign neo:0.094 Diagnosis:9ccs128:Asthma:0.084 Diagnosis:9ccs235:Opn wnd head:0.082 Diagnosis:9ccs106:Dysrhythmia:0.081 Diagnosis:9ccs95:Oth nerv dx:-0.073 Diagnosis:9ccs243:Poisn nonmed:0.072 Diagnosis:9ccs246:FUO:0.071 Diagnosis:9ccs86:Cataract:-0.065 * Vital: Wt-avg13to16 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1316 | OR_unadj: 2.403 [1.908 3.025] | indivs AUC:0.668 Correlated most with: Diagnosis:9ccs136:Teeth dx:-0.078 Diagnosis:9ccs143:Abdom hernia:0.077 Diagnosis:9ccs147:Anal/rectal:0.077 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.071 Newborn Diagnosis:9ccs191:Amnios dx:0.070 Diagnosis:9ccs128:Asthma:0.064 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.062 Diagnosis:9ccs120:Hemmorhoids:0.062 Diagnosis:9ccs106:Dysrhythmia:0.061 Diagnosis:9ccs138:Esophgeal dx:-0.060 * Vital: Ht-avg0to1 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1350 | OR_unadj: 1.413 [1.125 1.774] | indivs AUC:0.574 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.333 Diagnosis:9ccs219:Low birth wt:-0.286 Newborn Diagnosis:9ccs253:Allergy:-0.131 Newborn Diagnosis:9ccs221:Resp distres:-0.120 Lab:297262 HEMOGLOBIN (HEMOCUE):0.114 Newborn Diagnosis:9ccs222:Perint jaund:-0.114 Newborn Diagnosis:9ccs256:Exam/eval:-0.101 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.082 Lab:294203 BILIRUBIN TOTAL - LMC:-0.068 Diagnosis:9ccs2611:E Codes: Natural/environment:0.068 * Vital: BMI-avg7to10 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1342 | OR_unadj: 2.069 [1.645 2.602] | indivs AUC:0.677 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.104 Diagnosis:9ccs128:Asthma:0.087 Diagnosis:9ccs72:Anxiety dx:0.085 Diagnosis:9ccs125:Bronchitis:0.084 Newborn Diagnosis:9ccs47:Ot bnign neo:0.075 Diagnosis:9ccs95:Oth nerv dx:-0.073 Diagnosis:9ccs143:Abdom hernia:0.068 Diagnosis:9ccs167:Breast dx:0.067 MatDeliveryAge:-0.062 Newborn Diagnosis:9ccs223:Birth trauma:-0.059 Vital: Ht-gain3to7 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1460 | OR_unadj: 1.123 [0.894 1.411] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs127:COPD:0.093 Diagnosis:9ccs92:Otitis media:0.080 Diagnosis:9ccs126:Ot up rsp in:0.078 Number of Visits:0.075 Lab:294048 STOOL CULTURE - LMC:-0.073 Diagnosis:9ccs212:Ot bone dx:0.072 Diagnosis:9ccs47:Ot bnign neo:-0.070 Diagnosis:9ccs200:Oth skin dx:-0.065 Diagnosis:9ccs113:Late eff CVD:0.065 Diagnosis:9ccs122:Pneumonia:0.064 * Vital: HC-gain3to7 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1347 | OR_unadj: 1.370 [1.014 1.851] | indivs AUC:0.578 Correlated most with: Number of Visits:0.084 Diagnosis:9ccs92:Otitis media:0.061 Diagnosis:9ccs122:Pneumonia:0.057 Diagnosis:9ccs256:Exam/eval:-0.055 Diagnosis:9ccs240:Burns:0.054 Diagnosis:9ccs51:Ot endo dsor:-0.052 Newborn Diagnosis:9ccs134:Ot uppr resp:-0.052 Diagnosis:9ccs181:Ot preg comp:-0.052 Newborn Diagnosis:9ccs68:Senil/org mn:-0.051 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.050 Vital: Wt Percentile-gain13to19 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 812 | OR_unadj: 1.283 [0.948 1.736] | indivs AUC:0.545 Correlated most with: Diagnosis:9ccs61:Sickle cell:-0.086 Diagnosis:9ccs230:Fx leg:0.077 Diagnosis:9ccs239:Superfic inj:0.063 Newborn Diagnosis:9ccs161:Ot dx kidney:-0.062 Diagnosis:9ccs59:Anemia:-0.062 Diagnosis:9ccs211:Ot conn tiss:-0.059 Newborn Diagnosis:9ccs223:Birth trauma:-0.057 Diagnosis:9ccs98:HTN:0.051 Newborn Diagnosis:9ccs55:Fluid/elc dx:-0.051 Diagnosis:9ccs208:Acq foot def:-0.051 * Vital: Wt-avg3to5 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1344 | OR_unadj: 1.988 [1.580 2.502] | indivs AUC:0.629 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.187 Diagnosis:9ccs219:Low birth wt:-0.140 Diagnosis:9ccs138:Esophgeal dx:-0.105 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.104 Newborn Diagnosis:9ccs253:Allergy:-0.093 Diagnosis:9ccs155:Other GI dx:-0.085 Newborn Diagnosis:9ccs221:Resp distres:-0.082 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.080 Newborn Diagnosis:9ccs222:Perint jaund:-0.075 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.073 * Vital: BMI-gain13to19 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1462 | OR_unadj: 1.439 [1.146 1.808] | indivs AUC:0.583 Correlated most with: Diagnosis:9ccs130:Pleurisy:0.067 Diagnosis:9ccs243:Poisn nonmed:0.059 Diagnosis:9ccs181:Ot preg comp:-0.055 Diagnosis:9ccs106:Dysrhythmia:-0.053 Diagnosis:9ccs230:Fx leg:0.053 Diagnosis:9ccs61:Sickle cell:-0.051 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.050 Newborn Diagnosis:9ccs97:Carditis:-0.050 Newborn Diagnosis:9ccs104:Oth heart dx:-0.050 Newborn Diagnosis:9ccs239:Superfic inj:-0.050 * Vital: Wt for Length ZScore-avg7to10 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1346 | OR_unadj: 2.147 [1.708 2.700] | indivs AUC:0.675 Correlated most with: Diagnosis:9ccs128:Asthma:0.096 Diagnosis:9ccs95:Oth nerv dx:-0.088 Newborn Diagnosis:9ccs191:Amnios dx:0.084 Diagnosis:9ccs125:Bronchitis:0.080 MatDeliveryAge:-0.069 Diagnosis:9ccs143:Abdom hernia:0.058 Diagnosis:9ccs138:Esophgeal dx:-0.056 Newborn Diagnosis:9ccs47:Ot bnign neo:0.055 Diagnosis:9ccs167:Breast dx:0.054 Diagnosis:9ccs129:Asp pneumon:-0.053 Vital: Wt for Len Percentile-gain10to16 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1330 | OR_unadj: 1.141 [0.909 1.433] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs162:Ot dx bladdr:-0.070 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.069 Newborn Diagnosis:9ccs223:Birth trauma:0.064 Diagnosis:9ccs142:Appendicitis:-0.064 Diagnosis:9ccs230:Fx leg:-0.060 Lab:306854 PLATELET COUNT - Sunrise:0.058 Diagnosis:9ccs217:Ot cong anom:-0.057 Diagnosis:9ccs243:Poisn nonmed:-0.055 Lab:292495 LEAD LEVEL - Sunrise:0.053 Diagnosis:9ccs72:Anxiety dx:0.051 * Vital: Wt-avg7to10 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1374 | OR_unadj: 2.112 [1.680 2.657] | indivs AUC:0.618 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.089 Diagnosis:9ccs128:Asthma:0.073 Newborn Diagnosis:9ccs191:Amnios dx:0.072 Diagnosis:9ccs138:Esophgeal dx:-0.071 Diagnosis:9ccs95:Oth nerv dx:-0.069 Diagnosis:9ccs219:Low birth wt:-0.067 Diagnosis:9ccs137:Mouth dx:-0.066 Diagnosis:9ccs162:Ot dx bladdr:0.059 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.059 Diagnosis:9ccs155:Other GI dx:-0.057 * Vital: Ht Percentile-avg19to24 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 931 | OR_unadj: 1.595 [1.246 2.040] | indivs AUC:0.596 Correlated most with: Diagnosis:9ccs229:Fx arm:0.084 Diagnosis:9ccs136:Teeth dx:-0.078 Diagnosis:9ccs59:Anemia:-0.076 Diagnosis:9ccs212:Ot bone dx:-0.061 Diagnosis:9ccs120:Hemmorhoids:0.060 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.060 Diagnosis:9ccs147:Anal/rectal:0.058 Diagnosis:9ccs243:Poisn nonmed:-0.058 Newborn Diagnosis:9ccs223:Birth trauma:0.056 Diagnosis:9ccs105:Conduction:0.056 * Vital: BMI-gain0to24 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1391 | OR_unadj: 4.247 [3.349 5.386] | indivs AUC:0.749 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.109 Diagnosis:9ccs58:Ot nutrit dx:0.096 Newborn Diagnosis:9ccs47:Ot bnign neo:0.094 Diagnosis:9ccs106:Dysrhythmia:0.087 Diagnosis:9ccs128:Asthma:0.085 Diagnosis:9ccs235:Opn wnd head:0.082 Diagnosis:9ccs95:Oth nerv dx:-0.075 Diagnosis:9ccs246:FUO:0.071 Diagnosis:9ccs243:Poisn nonmed:0.071 Diagnosis:9ccs86:Cataract:-0.066 Vital: HC-gain16to24 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1079 | OR_unadj: 1.219 [0.956 1.555] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:-0.076 Number of Visits:-0.073 Lab:306854 PLATELET COUNT - Sunrise:-0.061 Diagnosis:9ccs2611:E Codes: Natural/environment:0.058 Diagnosis:9ccs113:Late eff CVD:0.056 Diagnosis:9ccs6:Hepatitis:-0.052 Lab:323854 CULTURE FECES - Sunrise:-0.051 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.049 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.045 Diagnosis:9ccs142:Appendicitis:0.044 * Vital: Wt for Len Percentile-gain3to7 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1184 | OR_unadj: 1.549 [1.223 1.962] | indivs AUC:0.532 Correlated most with: Newborn Diagnosis:9ccs224:Ot perint dx:-0.080 Diagnosis:9ccs204:Ot joint dx:0.079 Diagnosis:9ccs76:Meningitis:0.071 Diagnosis:9ccs92:Otitis media:0.069 Lab:294048 STOOL CULTURE - LMC:-0.064 Newborn Diagnosis:9ccs47:Ot bnign neo:0.062 Diagnosis:9ccs138:Esophgeal dx:-0.054 Newborn Diagnosis:9ccs219:Low birth wt:0.053 Newborn Diagnosis:9ccs216:Nerv cong an:-0.052 Diagnosis:9ccs243:Poisn nonmed:0.051 Vital: HC-gain5to10 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1329 | OR_unadj: 0.973 [0.772 1.226] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs257:Ot aftercare:0.070 Newborn Diagnosis:9ccs63:Wht blood dx:0.065 Diagnosis:9ccs154:Gastroent:-0.065 Newborn Diagnosis:9ccs0:No DX:0.060 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.054 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.054 Diagnosis:9ccs51:Ot endo dsor:0.052 Diagnosis:9ccs259:Unclassified:-0.051 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.050 Newborn Diagnosis:9ccs68:Senil/org mn:0.049 Vital: Ht-avg13to16 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1287 | OR_unadj: 1.259 [0.991 1.601] | indivs AUC:0.568 Correlated most with: Diagnosis:9ccs240:Burns:0.087 Newborn Diagnosis:9ccs219:Low birth wt:-0.078 Diagnosis:9ccs133:Oth low resp:0.071 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.063 Diagnosis:9ccs200:Oth skin dx:0.061 Diagnosis:9ccs256:Exam/eval:0.061 Diagnosis:9ccs216:Nerv cong an:-0.059 Newborn Diagnosis:9ccs253:Allergy:-0.059 Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.058 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.058 * Vital: Wt-avg5to7 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1369 | OR_unadj: 2.216 [1.761 2.787] | indivs AUC:0.613 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.110 Diagnosis:9ccs138:Esophgeal dx:-0.100 Diagnosis:9ccs219:Low birth wt:-0.090 Diagnosis:9ccs95:Oth nerv dx:-0.084 Diagnosis:9ccs128:Asthma:0.080 Newborn Diagnosis:9ccs221:Resp distres:-0.071 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.070 Diagnosis:9ccs92:Otitis media:0.066 Diagnosis:9ccs204:Ot joint dx:0.057 Newborn Diagnosis:9ccs222:Perint jaund:-0.056 Vital: HC-gain13to19 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1054 | OR_unadj: 1.081 [0.862 1.357] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs166:Oth male gen:-0.060 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.060 Diagnosis:9ccs243:Poisn nonmed:0.059 Newborn Diagnosis:9ccs216:Nerv cong an:-0.049 Diagnosis:9ccs74:Ot mentl cnd:0.049 Diagnosis:9ccs208:Acq foot def:-0.048 Diagnosis:9ccs244:Other injury:0.047 Diagnosis:9ccs51:Ot endo dsor:0.046 Diagnosis:9ccs230:Fx leg:0.046 Diagnosis:9ccs98:HTN:0.046 Vital: Wt for Length ZScore-gain0to3 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1343 | OR_unadj: 1.177 [0.935 1.480] | indivs AUC:0.554 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.098 Diagnosis:9ccs151:Oth liver dx:-0.081 Diagnosis:9ccs216:Nerv cong an:-0.074 Diagnosis:9ccs122:Pneumonia:0.074 Diagnosis:9ccs198:Ot infl skin:0.068 Diagnosis:9ccs145:Int obstruct:0.066 Newborn Diagnosis:9ccs91:Other eye dx:-0.065 Diagnosis:9ccs217:Ot cong anom:-0.061 Diagnosis:9ccs72:Anxiety dx:-0.058 Diagnosis:9ccs219:Low birth wt:-0.056 * Vital: Wt-avg16to19 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1323 | OR_unadj: 3.040 [2.410 3.836] | indivs AUC:0.708 Correlated most with: Diagnosis:9ccs143:Abdom hernia:0.077 Newborn Diagnosis:9ccs219:Low birth wt:-0.074 Diagnosis:9ccs120:Hemmorhoids:0.070 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.070 Diagnosis:9ccs147:Anal/rectal:0.069 Diagnosis:9ccs208:Acq foot def:0.064 Diagnosis:9ccs95:Oth nerv dx:-0.064 Diagnosis:9ccs86:Cataract:-0.063 Diagnosis:9ccs128:Asthma:0.060 Diagnosis:9ccs138:Esophgeal dx:-0.058 * Vital: Ht-latest | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1665 | OR_unadj: 1.383 [1.078 1.773] | indivs AUC:0.555 Correlated most with: Number of Visits:0.416 Diagnosis:9ccs126:Ot up rsp in:0.347 Diagnosis:9ccs10:Immuniz/scrn:0.289 Diagnosis:9ccs92:Otitis media:0.280 Diagnosis:9ccs7:Viral infect:0.183 Diagnosis:9ccs257:Ot aftercare:0.180 Diagnosis:9ccs135:Intest infct:0.160 Diagnosis:9ccs125:Bronchitis:0.140 Diagnosis:9ccs128:Asthma:0.122 Diagnosis:9ccs90:Eye infectn:0.118 Vital: Wt for Length ZScore-avg0to1 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1343 | OR_unadj: 1.177 [0.935 1.480] | indivs AUC:0.554 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.098 Diagnosis:9ccs151:Oth liver dx:-0.081 Diagnosis:9ccs216:Nerv cong an:-0.074 Diagnosis:9ccs122:Pneumonia:0.074 Diagnosis:9ccs198:Ot infl skin:0.068 Diagnosis:9ccs145:Int obstruct:0.066 Newborn Diagnosis:9ccs91:Other eye dx:-0.065 Diagnosis:9ccs217:Ot cong anom:-0.061 Diagnosis:9ccs72:Anxiety dx:-0.058 Diagnosis:9ccs219:Low birth wt:-0.056 Vital: HR-avg7to10 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 429 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.558 Correlated most with: Diagnosis:9ccs63:Wht blood dx:0.088 Diagnosis:9ccs127:COPD:-0.082 Diagnosis:9ccs125:Bronchitis:0.061 Newborn Diagnosis:9ccs155:Other GI dx:-0.058 Diagnosis:9ccs200:Oth skin dx:0.058 Diagnosis:9ccs134:Ot uppr resp:-0.056 Diagnosis:9ccs7:Viral infect:0.056 Diagnosis:9ccs224:Ot perint dx:-0.054 Diagnosis:9ccs109:Acute CVD:-0.053 Diagnosis:9ccs76:Meningitis:-0.052 Vital: HR-avg10to13 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 456 | OR_unadj: 1.345 [0.952 1.900] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs129:Asp pneumon:0.094 Diagnosis:9ccs244:Other injury:-0.076 Diagnosis:9ccs159:UTI:0.068 Diagnosis:9ccs58:Ot nutrit dx:0.066 Diagnosis:9ccs7:Viral infect:0.056 Diagnosis:9ccs106:Dysrhythmia:0.056 Diagnosis:9ccs92:Otitis media:0.056 Diagnosis:9ccs151:Oth liver dx:0.050 Newborn Diagnosis:9ccs133:Oth low resp:0.050 Diagnosis:9ccs162:Ot dx bladdr:-0.049 Vital: Ht Percentile-gain5to10 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 590 | OR_unadj: 0.909 [0.659 1.253] | indivs AUC:0.501 Correlated most with: Newborn Diagnosis:9ccs252:Fatigue:-0.083 Lab:294048 STOOL CULTURE - LMC:-0.078 Diagnosis:9ccs72:Anxiety dx:-0.076 Newborn Diagnosis:9ccs223:Birth trauma:0.074 Diagnosis:9ccs2620:E Codes: Unspecified:-0.071 Diagnosis:9ccs214:GI cong anom:-0.065 Diagnosis:9ccs9:Sexual Infxs:-0.063 Newborn Diagnosis:9ccs191:Amnios dx:-0.062 Lab:292495 LEAD LEVEL - Sunrise:0.057 Diagnosis:9ccs243:Poisn nonmed:0.055 * Vital: Ht Percentile-gain7to13 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 690 | OR_unadj: 1.479 [1.110 1.972] | indivs AUC:0.576 Correlated most with: Lab:294048 STOOL CULTURE - LMC:0.094 Diagnosis:9ccs229:Fx arm:0.086 Lab:292495 LEAD LEVEL - Sunrise:-0.080 Newborn Diagnosis:9ccs136:Teeth dx:-0.079 Diagnosis:9ccs231:Oth fracture:0.079 Diagnosis:9ccs230:Fx leg:0.073 Newborn Diagnosis:9ccs220:Birth asphyx:-0.064 Diagnosis:9ccs62:Coag/hemr dx:-0.054 Diagnosis:9ccs151:Oth liver dx:-0.051 Diagnosis:9ccs258:Other screen:-0.051 * Vital: Wt-avg19to24 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1417 | OR_unadj: 4.067 [3.209 5.154] | indivs AUC:0.749 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.086 Diagnosis:9ccs128:Asthma:0.083 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.083 Diagnosis:9ccs120:Hemmorhoids:0.083 Newborn Diagnosis:9ccs219:Low birth wt:-0.079 Newborn Diagnosis:9ccs47:Ot bnign neo:0.072 Diagnosis:9ccs86:Cataract:-0.065 Diagnosis:9ccs136:Teeth dx:-0.063 Diagnosis:9ccs58:Ot nutrit dx:0.063 Diagnosis:9ccs147:Anal/rectal:0.063 * Vital: Wt for Length Zscore-avg10to13 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1403 | OR_unadj: 2.480 [1.970 3.122] | indivs AUC:0.670 Correlated most with: Diagnosis:9ccs128:Asthma:0.092 Newborn Diagnosis:9ccs191:Amnios dx:0.089 MatDeliveryAge:-0.078 Diagnosis:9ccs95:Oth nerv dx:-0.075 Diagnosis:9ccs138:Esophgeal dx:-0.067 Newborn Diagnosis:9ccs47:Ot bnign neo:0.064 Diagnosis:9ccs143:Abdom hernia:0.064 Diagnosis:9ccs129:Asp pneumon:-0.059 Diagnosis:9ccs155:Other GI dx:-0.059 Diagnosis:9ccs55:Fluid/elc dx:-0.058 * Vital: Ht Percentile-avg16to19 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 747 | OR_unadj: 1.399 [1.073 1.825] | indivs AUC:0.547 Correlated most with: Diagnosis:9ccs147:Anal/rectal:0.072 Diagnosis:9ccs223:Birth trauma:0.069 Diagnosis:9ccs229:Fx arm:0.068 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.065 Diagnosis:9ccs105:Conduction:0.064 Diagnosis:9ccs208:Acq foot def:0.064 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.064 Diagnosis:9ccs120:Hemmorhoids:0.064 Diagnosis:9ccs239:Superfic inj:-0.061 Lab:323854 CULTURE FECES - Sunrise:0.060 * Vital: Wt-avg10to13 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1417 | OR_unadj: 2.797 [2.219 3.525] | indivs AUC:0.670 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.091 Diagnosis:9ccs128:Asthma:0.084 Diagnosis:9ccs143:Abdom hernia:0.075 Diagnosis:9ccs138:Esophgeal dx:-0.066 Newborn Diagnosis:9ccs219:Low birth wt:-0.063 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.060 Diagnosis:9ccs120:Hemmorhoids:0.060 Diagnosis:9ccs219:Low birth wt:-0.060 Newborn Diagnosis:9ccs47:Ot bnign neo:0.059 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.058 * Vital: HC-avg1to3 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1235 | OR_unadj: 1.366 [1.082 1.723] | indivs AUC:0.544 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.245 Diagnosis:9ccs219:Low birth wt:-0.191 Newborn Diagnosis:9ccs221:Resp distres:-0.114 Lab:297262 HEMOGLOBIN (HEMOCUE):0.102 Newborn Diagnosis:9ccs222:Perint jaund:-0.094 Newborn Diagnosis:9ccs253:Allergy:-0.090 Newborn Diagnosis:9ccs106:Dysrhythmia:-0.087 Lab:294199 BILIRUBIN SCAN - LMC:-0.077 Diagnosis:9ccs2603:E Codes: Fall:0.075 Newborn Diagnosis:9ccs223:Birth trauma:0.068 * Vital: Ht-avg5to7 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1348 | OR_unadj: 1.486 [1.156 1.909] | indivs AUC:0.540 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.150 Lab:306854 PLATELET COUNT - Sunrise:-0.127 Diagnosis:9ccs219:Low birth wt:-0.106 Diagnosis:9ccs3:Oth bact inf:0.097 Newborn Diagnosis:9ccs218:Liveborn:-0.097 Newborn Diagnosis:9ccs253:Allergy:-0.083 Newborn Diagnosis:9ccs221:Resp distres:-0.076 Newborn Diagnosis:9ccs256:Exam/eval:-0.071 Newborn Diagnosis:9ccs222:Perint jaund:-0.070 Diagnosis:9ccs59:Anemia:-0.068 Vital: Wt Change-avg10to13 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 616 | OR_unadj: 1.170 [0.832 1.646] | indivs AUC:0.539 Correlated most with: Number of Visits:-0.133 Diagnosis:9ccs92:Otitis media:-0.114 Diagnosis:9ccs257:Ot aftercare:-0.091 Diagnosis:9ccs125:Bronchitis:-0.090 Diagnosis:9ccs126:Ot up rsp in:-0.080 Diagnosis:9ccs128:Asthma:-0.072 Diagnosis:9ccs166:Oth male gen:-0.069 Diagnosis:9ccs113:Late eff CVD:-0.068 Diagnosis:9ccs122:Pneumonia:-0.065 Diagnosis:9ccs7:Viral infect:-0.063 * Vital: Ht-avg1to3 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1374 | OR_unadj: 1.477 [1.174 1.858] | indivs AUC:0.528 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.290 Diagnosis:9ccs219:Low birth wt:-0.225 Newborn Diagnosis:9ccs221:Resp distres:-0.146 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.126 Newborn Diagnosis:9ccs256:Exam/eval:-0.108 Newborn Diagnosis:9ccs253:Allergy:-0.106 Newborn Diagnosis:9ccs222:Perint jaund:-0.099 Lab:297262 HEMOGLOBIN (HEMOCUE):0.095 Diagnosis:9ccs254:Rehab:-0.085 Diagnosis:9ccs2:Septicemia:0.078 * Vital: HC-avg7to10 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1119 | OR_unadj: 1.386 [1.102 1.744] | indivs AUC:0.563 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.084 Lab:297262 HEMOGLOBIN (HEMOCUE):0.083 Diagnosis:9ccs232:Sprain:0.074 Diagnosis:9ccs75:Hx mental dx:0.073 Diagnosis:9ccs2603:E Codes: Fall:0.070 Diagnosis:9ccs245:Syncope:-0.069 Diagnosis:9ccs209:Ot acq defor:0.061 Newborn Diagnosis:9ccs221:Resp distres:-0.058 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.057 Diagnosis:9ccs127:COPD:0.055 * Vital: Ht-avg16to19 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1291 | OR_unadj: 1.538 [1.221 1.939] | indivs AUC:0.568 Correlated most with: Diagnosis:9ccs147:Anal/rectal:0.075 Newborn Diagnosis:9ccs219:Low birth wt:-0.072 Diagnosis:9ccs245:Syncope:-0.069 Newborn Diagnosis:9ccs224:Ot perint dx:0.067 Diagnosis:9ccs105:Conduction:0.064 Lab:323854 CULTURE FECES - Sunrise:0.059 Diagnosis:9ccs251:Abdomnl pain:0.058 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.058 Diagnosis:9ccs120:Hemmorhoids:0.053 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.053 * Vital: Wt for Len Percentile-gain0to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1392 | OR_unadj: 3.861 [3.032 4.917] | indivs AUC:0.753 Correlated most with: Diagnosis:9ccs128:Asthma:0.080 Diagnosis:9ccs243:Poisn nonmed:0.068 Diagnosis:9ccs95:Oth nerv dx:-0.066 Diagnosis:9ccs214:GI cong anom:-0.066 Diagnosis:9ccs246:FUO:0.062 Diagnosis:9ccs86:Cataract:-0.062 Diagnosis:9ccs133:Oth low resp:0.061 Diagnosis:9ccs138:Esophgeal dx:-0.060 MatDeliveryAge:-0.060 Diagnosis:9ccs209:Ot acq defor:0.052 Vital: HC-avg13to16 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 973 | OR_unadj: 1.129 [0.890 1.433] | indivs AUC:0.554 Correlated most with: Lab:297262 HEMOGLOBIN (HEMOCUE):0.082 Diagnosis:9ccs143:Abdom hernia:0.073 Newborn Diagnosis:9ccs224:Ot perint dx:0.068 Diagnosis:9ccs229:Fx arm:0.067 Diagnosis:9ccs62:Coag/hemr dx:0.066 Diagnosis:9ccs76:Meningitis:-0.063 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.059 Diagnosis:9ccs70:Schizo/rl dx:0.059 Lab:294048 STOOL CULTURE - LMC:-0.059 Diagnosis:9ccs209:Ot acq defor:0.055 * Vital: Ht-avg3to5 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1321 | OR_unadj: 1.312 [1.007 1.711] | indivs AUC:0.550 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.209 Diagnosis:9ccs219:Low birth wt:-0.174 Diagnosis:9ccs10:Immuniz/scrn:-0.152 Newborn Diagnosis:9ccs253:Allergy:-0.127 Diagnosis:9ccs255:Social admin:-0.111 Newborn Diagnosis:9ccs256:Exam/eval:-0.098 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.097 Newborn Diagnosis:9ccs222:Perint jaund:-0.090 Diagnosis:9ccs126:Ot up rsp in:-0.087 Newborn Diagnosis:9ccs221:Resp distres:-0.085 Vital: Wt Change-avg13to16 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 626 | OR_unadj: 0.825 [0.577 1.179] | indivs AUC:0.528 Correlated most with: Number of Visits:-0.162 Diagnosis:9ccs61:Sickle cell:0.136 Lab:294199 BILIRUBIN SCAN - LMC:-0.120 Diagnosis:9ccs92:Otitis media:-0.111 Diagnosis:9ccs125:Bronchitis:-0.087 Diagnosis:9ccs126:Ot up rsp in:-0.087 Diagnosis:9ccs257:Ot aftercare:-0.081 Diagnosis:9ccs7:Viral infect:-0.067 Newborn Diagnosis:9ccs223:Birth trauma:0.064 Diagnosis:9ccs122:Pneumonia:-0.063 * Vital: Ht Percentile-avg10to13 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 660 | OR_unadj: 1.758 [1.345 2.298] | indivs AUC:0.555 Correlated most with: Diagnosis:9ccs223:Birth trauma:0.096 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.089 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.080 Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.080 Newborn Diagnosis:9ccs223:Birth trauma:0.075 Newborn Diagnosis:9ccs219:Low birth wt:-0.069 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.069 Diagnosis:9ccs56:Cystic fibro:-0.066 Newborn Diagnosis:9ccs97:Carditis:-0.066 Newborn Diagnosis:9ccs104:Oth heart dx:-0.066 * Vital: Wt-gain0to24 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1411 | OR_unadj: 3.949 [3.118 5.001] | indivs AUC:0.735 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.090 Diagnosis:9ccs128:Asthma:0.084 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.084 Diagnosis:9ccs120:Hemmorhoids:0.084 Newborn Diagnosis:9ccs219:Low birth wt:-0.075 Newborn Diagnosis:9ccs47:Ot bnign neo:0.072 Diagnosis:9ccs106:Dysrhythmia:0.071 Diagnosis:9ccs86:Cataract:-0.065 Diagnosis:9ccs136:Teeth dx:-0.065 Diagnosis:9ccs147:Anal/rectal:0.063 * Vital: Ht Percentile-gain0to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 926 | OR_unadj: 1.596 [1.246 2.043] | indivs AUC:0.590 Correlated most with: Diagnosis:9ccs229:Fx arm:0.084 Diagnosis:9ccs136:Teeth dx:-0.075 Diagnosis:9ccs59:Anemia:-0.074 Diagnosis:9ccs147:Anal/rectal:0.061 Diagnosis:9ccs212:Ot bone dx:-0.061 Diagnosis:9ccs120:Hemmorhoids:0.060 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.060 Diagnosis:9ccs243:Poisn nonmed:-0.056 Diagnosis:9ccs105:Conduction:0.056 Newborn Diagnosis:9ccs223:Birth trauma:0.056 Vital: HC-avg10to13 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1210 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.608 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.296 Number of Visits:-0.273 Diagnosis:9ccs255:Social admin:-0.264 Diagnosis:9ccs126:Ot up rsp in:-0.240 Diagnosis:9ccs7:Viral infect:-0.222 Diagnosis:9ccs257:Ot aftercare:-0.195 Diagnosis:9ccs92:Otitis media:-0.179 Diagnosis:9ccs125:Bronchitis:-0.138 Diagnosis:9ccs59:Anemia:-0.135 Diagnosis:9ccs135:Intest infct:-0.125 * Vital: Wt Percentile-avg16to19 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 746 | OR_unadj: 2.004 [1.568 2.561] | indivs AUC:0.605 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:-0.084 Diagnosis:9ccs136:Teeth dx:-0.076 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.074 Diagnosis:9ccs9:Sexual Infxs:-0.071 Diagnosis:9ccs214:GI cong anom:-0.070 Diagnosis:9ccs143:Abdom hernia:0.067 Newborn Diagnosis:9ccs253:Allergy:-0.064 Diagnosis:9ccs56:Cystic fibro:-0.063 Diagnosis:9ccs129:Asp pneumon:-0.062 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.061 Vital: Ht Percentile-gain3to7 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 514 | OR_unadj: 0.967 [0.692 1.353] | indivs AUC:0.509 Correlated most with: Newborn Diagnosis:9ccs166:Oth male gen:0.094 Lab:294199 BILIRUBIN SCAN - LMC:0.094 Diagnosis:9ccs154:Gastroent:-0.076 Diagnosis:9ccs48:Thyroid dsor:-0.070 Diagnosis:9ccs83:Epilepsy/cnv:0.058 Diagnosis:9ccs200:Oth skin dx:-0.052 Diagnosis:9ccs64:Ot hematl dx:0.051 Diagnosis:9ccs215:gu cong anom:-0.050 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.049 Diagnosis:9ccs141:Ot dx stomch:-0.048 Vital: Wt for Len Percentile-gain13to19 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1313 | OR_unadj: 0.996 [0.788 1.258] | indivs AUC:0.551 Correlated most with: Diagnosis:9ccs181:Ot preg comp:-0.065 Diagnosis:9ccs235:Opn wnd head:0.061 Diagnosis:9ccs230:Fx leg:0.058 Diagnosis:9ccs106:Dysrhythmia:-0.054 Diagnosis:9ccs243:Poisn nonmed:0.052 Diagnosis:9ccs0:No DX:-0.050 Diagnosis:9ccs254:Rehab:0.050 Diagnosis:9ccs217:Ot cong anom:0.046 Diagnosis:9ccs246:FUO:0.044 Diagnosis:9ccs234:Crush injury:-0.043 Vital: HR-avg13to16 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 418 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.481 Correlated most with: Diagnosis:9ccs228:Fx skull fac:0.156 Newborn Diagnosis:9ccs252:Fatigue:0.087 Newborn Diagnosis:9ccs220:Birth asphyx:0.083 Diagnosis:9ccs10:Immuniz/scrn:0.070 Diagnosis:9ccs214:GI cong anom:-0.065 Diagnosis:9ccs74:Ot mentl cnd:-0.061 Diagnosis:9ccs231:Oth fracture:0.058 Diagnosis:9ccs229:Fx arm:-0.056 Diagnosis:9ccs92:Otitis media:0.054 Lab:292495 LEAD LEVEL - Sunrise:-0.053 Vital: Ht Percentile-avg13to16 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 661 | OR_unadj: 1.285 [0.973 1.695] | indivs AUC:0.545 Correlated most with: Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.088 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.088 Newborn Diagnosis:9ccs223:Birth trauma:0.074 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.066 Lab:323854 CULTURE FECES - Sunrise:0.065 Diagnosis:9ccs120:Hemmorhoids:0.064 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.064 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.064 Newborn Diagnosis:9ccs253:Allergy:-0.064 Newborn Diagnosis:9ccs97:Carditis:-0.063 Vital: HR-avg19to24 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 455 | OR_unadj: 1.253 [0.883 1.777] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs167:Breast dx:0.082 Lab:294199 BILIRUBIN SCAN - LMC:0.081 Diagnosis:9ccs251:Abdomnl pain:-0.069 Diagnosis:9ccs259:Unclassified:0.066 Diagnosis:9ccs70:Schizo/rl dx:-0.066 Diagnosis:9ccs212:Ot bone dx:-0.060 Lab:306854 PLATELET COUNT - Sunrise:0.058 Diagnosis:9ccs89:Blindness:-0.056 Diagnosis:9ccs145:Int obstruct:-0.051 Diagnosis:9ccs238:Complic proc:0.049 Vital: Wt Change-avg7to10 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 504 | OR_unadj: 0.896 [0.600 1.337] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs92:Otitis media:-0.126 Number of Visits:-0.120 Diagnosis:9ccs125:Bronchitis:-0.100 Diagnosis:9ccs166:Oth male gen:-0.085 Diagnosis:9ccs257:Ot aftercare:-0.084 Diagnosis:9ccs128:Asthma:-0.082 Diagnosis:9ccs7:Viral infect:-0.073 Diagnosis:9ccs122:Pneumonia:-0.066 Diagnosis:9ccs126:Ot up rsp in:-0.063 Diagnosis:9ccs59:Anemia:-0.062 * Vital: HR-avg5to7 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 318 | OR_unadj: 2.013 [1.408 2.877] | indivs AUC:0.546 Correlated most with: Diagnosis:9ccs221:Resp distres:0.164 Diagnosis:9ccs228:Fx skull fac:0.125 Diagnosis:9ccs44:Neoplsm unsp:-0.084 Diagnosis:9ccs231:Oth fracture:0.084 Diagnosis:9ccs117:Ot circul dx:-0.077 Diagnosis:9ccs213:Cardiac anom:-0.075 Diagnosis:9ccs125:Bronchitis:0.071 Diagnosis:9ccs115:Aneurysm:-0.068 Diagnosis:9ccs48:Thyroid dsor:0.066 Newborn Diagnosis:9ccs97:Carditis:-0.064 * Vital: Wt for Len Percentile-avg16to19 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1294 | OR_unadj: 3.224 [2.551 4.073] | indivs AUC:0.735 Correlated most with: MatDeliveryAge:-0.089 Diagnosis:9ccs214:GI cong anom:-0.076 Diagnosis:9ccs128:Asthma:0.059 Diagnosis:9ccs86:Cataract:-0.059 Newborn Diagnosis:9ccs215:gu cong anom:0.056 Diagnosis:9ccs253:Allergy:0.056 Diagnosis:9ccs129:Asp pneumon:-0.052 Diagnosis:9ccs138:Esophgeal dx:-0.052 Lab:294495 LEAD, BLOOD - LMC:0.050 Lab:294199 BILIRUBIN SCAN - LMC:-0.050 Vital: Wt Percentile-gain3to7 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 491 | OR_unadj: 1.157 [0.795 1.685] | indivs AUC:0.536 Correlated most with: Diagnosis:9ccs181:Ot preg comp:-0.138 Newborn Diagnosis:9ccs220:Birth asphyx:0.098 Diagnosis:9ccs213:Cardiac anom:0.082 Diagnosis:9ccs154:Gastroent:-0.079 Lab:294199 BILIRUBIN SCAN - LMC:0.077 Diagnosis:9ccs2611:E Codes: Natural/environment:0.075 Diagnosis:9ccs72:Anxiety dx:0.070 Diagnosis:9ccs251:Abdomnl pain:0.056 Diagnosis:9ccs125:Bronchitis:-0.056 Diagnosis:9ccs151:Oth liver dx:-0.056 Vital: Ht Percentile-gain1to5 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 452 | OR_unadj: 0.762 [0.526 1.105] | indivs AUC:0.466 Correlated most with: Newborn Diagnosis:9ccs220:Birth asphyx:0.121 Diagnosis:9ccs167:Breast dx:-0.062 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.060 Lab:292147 TSH - Sunrise:0.057 Diagnosis:9ccs228:Fx skull fac:-0.057 Diagnosis:9ccs258:Other screen:-0.051 Diagnosis:9ccs143:Abdom hernia:0.050 Diagnosis:9ccs48:Thyroid dsor:0.046 Diagnosis:9ccs231:Oth fracture:-0.046 Diagnosis:9ccs253:Allergy:-0.045 Vital: HR-avg16to19 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 366 | OR_unadj: 1.321 [0.899 1.943] | indivs AUC:0.492 Correlated most with: Diagnosis:9ccs231:Oth fracture:0.137 Diagnosis:9ccs2619:e codes: other specified- nec:0.116 Diagnosis:9ccs228:Fx skull fac:0.098 Diagnosis:9ccs125:Bronchitis:0.084 Newborn Diagnosis:9ccs217:Ot cong anom:0.083 Diagnosis:9ccs217:Ot cong anom:0.074 Diagnosis:9ccs247:Lymph enlarg:-0.073 Diagnosis:9ccs61:Sickle cell:0.067 Lab:294199 BILIRUBIN SCAN - LMC:0.067 Diagnosis:9ccs259:Unclassified:0.066 * Vital: HC-avg5to7 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1177 | OR_unadj: 1.779 [1.148 2.758] | indivs AUC:0.570 Correlated most with: Newborn Diagnosis:9ccs63:Wht blood dx:-0.326 Diagnosis:9ccs10:Immuniz/scrn:-0.162 Diagnosis:9ccs3:Oth bact inf:-0.152 Diagnosis:9ccs255:Social admin:-0.137 Number of Visits:-0.136 Diagnosis:9ccs7:Viral infect:-0.123 Diagnosis:9ccs126:Ot up rsp in:-0.112 Diagnosis:9ccs247:Lymph enlarg:-0.101 Newborn Diagnosis:9ccs219:Low birth wt:-0.101 Diagnosis:9ccs92:Otitis media:-0.097 * Vital: HC-avg16to19 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 933 | OR_unadj: 1.456 [1.141 1.858] | indivs AUC:0.601 Correlated most with: Diagnosis:9ccs216:Nerv cong an:-0.103 Lab:297262 HEMOGLOBIN (HEMOCUE):0.093 Diagnosis:9ccs143:Abdom hernia:0.078 Diagnosis:9ccs70:Schizo/rl dx:0.074 Newborn Diagnosis:9ccs224:Ot perint dx:0.073 MatDeliveryAge:0.068 Diagnosis:9ccs221:Resp distres:-0.066 Diagnosis:9ccs59:Anemia:-0.065 Lab:294048 STOOL CULTURE - LMC:-0.063 Diagnosis:9ccs253:Allergy:0.060 * Vital: Wt for Len Percentile-avg10to13 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1404 | OR_unadj: 2.684 [2.131 3.381] | indivs AUC:0.669 Correlated most with: Diagnosis:9ccs128:Asthma:0.105 MatDeliveryAge:-0.077 Newborn Diagnosis:9ccs191:Amnios dx:0.074 Diagnosis:9ccs95:Oth nerv dx:-0.071 Diagnosis:9ccs143:Abdom hernia:0.069 Newborn Diagnosis:9ccs223:Birth trauma:-0.063 Diagnosis:9ccs125:Bronchitis:0.056 Diagnosis:9ccs136:Teeth dx:-0.055 Diagnosis:9ccs138:Esophgeal dx:-0.055 Newborn Diagnosis:9ccs47:Ot bnign neo:0.052 * Vital: Wt Percentile-avg19to24 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 920 | OR_unadj: 2.523 [1.996 3.191] | indivs AUC:0.683 Correlated most with: Diagnosis:9ccs136:Teeth dx:-0.095 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.078 Diagnosis:9ccs128:Asthma:0.072 Diagnosis:9ccs59:Anemia:-0.064 Diagnosis:9ccs9:Sexual Infxs:-0.063 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.062 Newborn Diagnosis:9ccs253:Allergy:-0.057 Newborn Diagnosis:9ccs134:Ot uppr resp:-0.055 Diagnosis:9ccs253:Allergy:0.054 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.051 * Vital: Wt Percentile-gain1to5 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 424 | OR_unadj: 0.622 [0.403 0.960] | indivs AUC:0.467 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:0.096 Newborn Diagnosis:9ccs47:Ot bnign neo:0.092 Lab:306854 PLATELET COUNT - Sunrise:-0.089 Newborn Diagnosis:9ccs191:Amnios dx:0.067 Diagnosis:9ccs106:Dysrhythmia:0.063 Diagnosis:9ccs126:Ot up rsp in:0.061 Newborn Diagnosis:9ccs218:Liveborn:-0.059 Diagnosis:9ccs212:Ot bone dx:-0.056 Diagnosis:9ccs242:Poisn ot med:0.054 Number of Visits:0.054 Vital: RR-latest | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 795 | OR_unadj: 1.214 [0.892 1.653] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs188:Pelvic obstr:0.100 Diagnosis:9ccs254:Rehab:0.086 Diagnosis:9ccs151:Oth liver dx:0.083 Diagnosis:9ccs92:Otitis media:-0.078 Diagnosis:9ccs125:Bronchitis:0.069 Diagnosis:9ccs127:COPD:-0.064 Diagnosis:9ccs61:Sickle cell:0.064 Diagnosis:9ccs124:Tonsillitis:-0.063 Diagnosis:9ccs123:Influenza:0.063 Diagnosis:9ccs70:Schizo/rl dx:-0.062 Vital: HC-avg3to5 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1164 | OR_unadj: 1.089 [0.860 1.379] | indivs AUC:0.511 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.154 Newborn Diagnosis:9ccs221:Resp distres:-0.100 Diagnosis:9ccs219:Low birth wt:-0.091 Lab:297262 HEMOGLOBIN (HEMOCUE):0.089 Newborn Diagnosis:9ccs224:Ot perint dx:0.079 Diagnosis:9ccs56:Cystic fibro:-0.079 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.072 Diagnosis:9ccs105:Conduction:0.071 Newborn Diagnosis:9ccs222:Perint jaund:-0.068 Newborn Diagnosis:9ccs253:Allergy:-0.068 * Vital: Wt for Len Percentile-avg19to24 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1398 | OR_unadj: 3.884 [3.049 4.948] | indivs AUC:0.767 Correlated most with: Diagnosis:9ccs128:Asthma:0.082 Diagnosis:9ccs243:Poisn nonmed:0.069 Diagnosis:9ccs214:GI cong anom:-0.066 Diagnosis:9ccs95:Oth nerv dx:-0.064 Diagnosis:9ccs246:FUO:0.062 Diagnosis:9ccs86:Cataract:-0.061 Diagnosis:9ccs138:Esophgeal dx:-0.061 Diagnosis:9ccs133:Oth low resp:0.060 MatDeliveryAge:-0.054 Newborn Diagnosis:9ccs191:Amnios dx:0.053 Vital: Wt Percentile-gain5to10 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 574 | OR_unadj: 0.822 [0.563 1.199] | indivs AUC:0.524 Correlated most with: Diagnosis:9ccs61:Sickle cell:-0.103 Diagnosis:9ccs92:Otitis media:0.091 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.086 Diagnosis:9ccs125:Bronchitis:0.078 Lab:292147 TSH - Sunrise:-0.074 Diagnosis:9ccs98:HTN:0.068 Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.061 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.061 Diagnosis:9ccs257:Ot aftercare:0.059 Newborn Diagnosis:9ccs95:Oth nerv dx:0.058 Vital: HR-avg1to3 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 265 | OR_unadj: 0.901 [0.585 1.388] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs230:Fx leg:-0.135 Diagnosis:9ccs7:Viral infect:0.104 Diagnosis:9ccs9:Sexual Infxs:0.101 Newborn Diagnosis:9ccs191:Amnios dx:0.090 Newborn Diagnosis:9ccs47:Ot bnign neo:0.081 Diagnosis:9ccs125:Bronchitis:0.076 Diagnosis:9ccs145:Int obstruct:-0.071 Diagnosis:9ccs63:Wht blood dx:0.069 Diagnosis:9ccs122:Pneumonia:0.065 Diagnosis:9ccs147:Anal/rectal:-0.065 * Vital: Wt for Len Percentile-latest | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1601 | OR_unadj: 4.255 [3.294 5.497] | indivs AUC:0.751 Correlated most with: Diagnosis:9ccs128:Asthma:0.102 Diagnosis:9ccs95:Oth nerv dx:-0.074 Diagnosis:9ccs138:Esophgeal dx:-0.073 MatDeliveryAge:-0.064 Diagnosis:9ccs214:GI cong anom:-0.064 Diagnosis:9ccs133:Oth low resp:0.061 Diagnosis:9ccs243:Poisn nonmed:0.061 Diagnosis:9ccs122:Pneumonia:0.060 Diagnosis:9ccs246:FUO:0.058 Diagnosis:9ccs92:Otitis media:0.057 Vital: Wt Change-avg5to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 425 | OR_unadj: 1.110 [0.767 1.607] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs125:Bronchitis:-0.121 Number of Visits:-0.114 Diagnosis:9ccs92:Otitis media:-0.106 Diagnosis:9ccs7:Viral infect:-0.086 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.084 Diagnosis:9ccs257:Ot aftercare:-0.078 Diagnosis:9ccs61:Sickle cell:0.077 Diagnosis:9ccs166:Oth male gen:-0.072 Diagnosis:9ccs126:Ot up rsp in:-0.068 Diagnosis:9ccs9:Sexual Infxs:-0.060 Vital: Ht Percentile-gain0to3 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 388 | OR_unadj: 1.032 [0.709 1.504] | indivs AUC:0.540 Correlated most with: Diagnosis:9ccs162:Ot dx bladdr:0.103 Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:-0.099 Newborn Diagnosis:9ccs229:Fx arm:-0.099 Newborn Diagnosis:9ccs2620:E Codes: Unspecified:-0.099 Newborn Diagnosis:9ccs204:Ot joint dx:0.082 Diagnosis:9ccs64:Ot hematl dx:-0.078 Diagnosis:9ccs133:Oth low resp:0.076 Diagnosis:9ccs250:Nausea/vomit:0.074 Diagnosis:9ccs62:Coag/hemr dx:-0.074 Number of Visits:0.071 Vital: Ht Percentile-avg5to7 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 474 | OR_unadj: 1.174 [0.856 1.610] | indivs AUC:0.517 Correlated most with: Diagnosis:9ccs117:Ot circul dx:-0.088 Diagnosis:9ccs219:Low birth wt:-0.082 Newborn Diagnosis:9ccs217:Ot cong anom:0.081 Diagnosis:9ccs223:Birth trauma:0.074 Newborn Diagnosis:9ccs239:Superfic inj:-0.072 Newborn Diagnosis:9ccs104:Oth heart dx:-0.072 Newborn Diagnosis:9ccs97:Carditis:-0.072 Diagnosis:9ccs162:Ot dx bladdr:0.072 Diagnosis:9ccs48:Thyroid dsor:-0.071 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.069 * Vital: Wt Percentile-avg13to16 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 654 | OR_unadj: 1.705 [1.318 2.206] | indivs AUC:0.580 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:-0.108 Diagnosis:9ccs239:Superfic inj:-0.092 Diagnosis:9ccs136:Teeth dx:-0.079 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.079 Diagnosis:9ccs9:Sexual Infxs:-0.078 Diagnosis:9ccs214:GI cong anom:-0.072 Newborn Diagnosis:9ccs134:Ot uppr resp:-0.066 Newborn Diagnosis:9ccs191:Amnios dx:0.063 Diagnosis:9ccs129:Asp pneumon:-0.062 Newborn Diagnosis:9ccs97:Carditis:-0.061 Vital: Ht Percentile-avg7to10 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 538 | OR_unadj: 1.276 [0.951 1.712] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs117:Ot circul dx:-0.084 Diagnosis:9ccs219:Low birth wt:-0.084 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.080 Diagnosis:9ccs223:Birth trauma:0.077 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.075 Newborn Diagnosis:9ccs224:Ot perint dx:0.070 Newborn Diagnosis:9ccs253:Allergy:-0.068 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.067 Diagnosis:9ccs120:Hemmorhoids:0.067 Newborn Diagnosis:9ccs166:Oth male gen:0.061 * Vital: Wt Percentile-gain0to24 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 914 | OR_unadj: 2.491 [1.969 3.150] | indivs AUC:0.673 Correlated most with: Diagnosis:9ccs136:Teeth dx:-0.092 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.078 Diagnosis:9ccs128:Asthma:0.073 Diagnosis:9ccs9:Sexual Infxs:-0.063 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.062 Diagnosis:9ccs59:Anemia:-0.058 Newborn Diagnosis:9ccs253:Allergy:-0.057 MatDeliveryAge:-0.055 Newborn Diagnosis:9ccs134:Ot uppr resp:-0.055 Diagnosis:9ccs253:Allergy:0.053 Vital: Wt Percentile-gain0to3 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 363 | OR_unadj: 1.189 [0.815 1.732] | indivs AUC:0.515 Correlated most with: Diagnosis:9ccs181:Ot preg comp:0.135 Diagnosis:9ccs129:Asp pneumon:-0.130 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.125 Newborn Diagnosis:9ccs166:Oth male gen:0.124 Newborn Diagnosis:9ccs204:Ot joint dx:0.107 Lab:292147 TSH - Sunrise:0.104 Diagnosis:9ccs162:Ot dx bladdr:0.102 Diagnosis:9ccs47:Ot bnign neo:0.072 Newborn Diagnosis:9ccs133:Oth low resp:0.069 Diagnosis:9ccs151:Oth liver dx:0.067 * Vital: Wt Percentile-avg7to10 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 536 | OR_unadj: 1.504 [1.134 1.995] | indivs AUC:0.544 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:-0.097 Diagnosis:9ccs138:Esophgeal dx:-0.096 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.095 Newborn Diagnosis:9ccs191:Amnios dx:0.092 Diagnosis:9ccs129:Asp pneumon:-0.082 Diagnosis:9ccs155:Other GI dx:-0.082 Lab:323854 CULTURE FECES - Sunrise:0.079 Newborn Diagnosis:9ccs47:Ot bnign neo:0.076 Diagnosis:9ccs223:Birth trauma:0.075 Diagnosis:9ccs219:Low birth wt:-0.074 * Vital: Ht-avg19to24 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1391 | OR_unadj: 1.584 [1.262 1.987] | indivs AUC:0.584 Correlated most with: Diagnosis:9ccs242:Poisn ot med:-0.075 Diagnosis:9ccs127:COPD:0.072 Diagnosis:9ccs55:Fluid/elc dx:-0.071 Newborn Diagnosis:9ccs224:Ot perint dx:0.062 Newborn Diagnosis:9ccs219:Low birth wt:-0.061 Diagnosis:9ccs133:Oth low resp:0.061 Diagnosis:9ccs62:Coag/hemr dx:-0.060 Diagnosis:9ccs147:Anal/rectal:0.060 Diagnosis:9ccs253:Allergy:0.059 Diagnosis:9ccs229:Fx arm:0.058 Vital: HR-avg3to5 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 273 | OR_unadj: 0.649 [0.397 1.061] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs70:Schizo/rl dx:-0.102 Diagnosis:9ccs9:Sexual Infxs:0.091 Diagnosis:9ccs44:Neoplsm unsp:-0.089 Diagnosis:9ccs230:Fx leg:-0.081 Diagnosis:9ccs224:Ot perint dx:0.077 Number of Visits:0.067 Diagnosis:9ccs135:Intest infct:0.064 Diagnosis:9ccs141:Ot dx stomch:0.063 Diagnosis:9ccs125:Bronchitis:0.060 Diagnosis:9ccs143:Abdom hernia:0.059 * Vital: Wt for Len Percentile-avg13to16 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1286 | OR_unadj: 2.171 [1.726 2.731] | indivs AUC:0.666 Correlated most with: MatDeliveryAge:-0.076 Diagnosis:9ccs147:Anal/rectal:0.072 Diagnosis:9ccs128:Asthma:0.064 Diagnosis:9ccs136:Teeth dx:-0.064 Diagnosis:9ccs143:Abdom hernia:0.061 Diagnosis:9ccs151:Oth liver dx:-0.055 Diagnosis:9ccs10:Immuniz/scrn:-0.055 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.055 Diagnosis:9ccs138:Esophgeal dx:-0.054 Diagnosis:9ccs86:Cataract:-0.054 * Vital: Wt for Len Percentile-avg5to7 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1198 | OR_unadj: 2.078 [1.634 2.643] | indivs AUC:0.619 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.091 Diagnosis:9ccs95:Oth nerv dx:-0.078 Newborn Diagnosis:9ccs191:Amnios dx:0.076 Diagnosis:9ccs204:Ot joint dx:0.071 Diagnosis:9ccs128:Asthma:0.070 Diagnosis:9ccs59:Anemia:0.062 Diagnosis:9ccs224:Ot perint dx:-0.061 Diagnosis:9ccs92:Otitis media:0.058 Newborn Diagnosis:9ccs47:Ot bnign neo:0.054 Diagnosis:9ccs246:FUO:0.052 * Vital: Ht-gain0to24 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1385 | OR_unadj: 1.531 [1.220 1.920] | indivs AUC:0.572 Correlated most with: Diagnosis:9ccs242:Poisn ot med:-0.075 Diagnosis:9ccs127:COPD:0.070 Diagnosis:9ccs55:Fluid/elc dx:-0.070 Diagnosis:9ccs147:Anal/rectal:0.062 Newborn Diagnosis:9ccs224:Ot perint dx:0.062 Diagnosis:9ccs62:Coag/hemr dx:-0.060 Diagnosis:9ccs133:Oth low resp:0.059 Diagnosis:9ccs253:Allergy:0.058 Diagnosis:9ccs229:Fx arm:0.058 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.057 * Vital: BMI Percentile-avg19to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 275 | OR_unadj: 2.882 [2.032 4.086] | indivs AUC:0.597 Correlated most with: Diagnosis:9ccs214:GI cong anom:-0.106 Newborn Diagnosis:9ccs253:Allergy:-0.086 Diagnosis:9ccs72:Anxiety dx:-0.081 Diagnosis:9ccs48:Thyroid dsor:-0.077 Diagnosis:9ccs230:Fx leg:-0.076 Diagnosis:9ccs58:Ot nutrit dx:0.074 Newborn Diagnosis:9ccs216:Nerv cong an:-0.074 Diagnosis:9ccs245:Syncope:-0.073 Newborn Diagnosis:9ccs252:Fatigue:0.070 Newborn Diagnosis:9ccs47:Ot bnign neo:0.069 * Vital: Wt Percentile-avg10to13 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 638 | OR_unadj: 1.802 [1.392 2.332] | indivs AUC:0.586 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:-0.093 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.087 Newborn Diagnosis:9ccs191:Amnios dx:0.083 Diagnosis:9ccs136:Teeth dx:-0.082 Diagnosis:9ccs129:Asp pneumon:-0.078 Diagnosis:9ccs155:Other GI dx:-0.075 Newborn Diagnosis:9ccs239:Superfic inj:-0.072 Newborn Diagnosis:9ccs97:Carditis:-0.072 Newborn Diagnosis:9ccs104:Oth heart dx:-0.072 Diagnosis:9ccs214:GI cong anom:-0.071 * Vital: Wt for Len Percentile-avg7to10 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1339 | OR_unadj: 2.266 [1.799 2.853] | indivs AUC:0.670 Correlated most with: Diagnosis:9ccs128:Asthma:0.084 Diagnosis:9ccs95:Oth nerv dx:-0.083 Diagnosis:9ccs125:Bronchitis:0.077 MatDeliveryAge:-0.073 Newborn Diagnosis:9ccs191:Amnios dx:0.068 Diagnosis:9ccs143:Abdom hernia:0.066 Diagnosis:9ccs8:Oth infectns:-0.057 Diagnosis:9ccs138:Esophgeal dx:-0.055 Diagnosis:9ccs122:Pneumonia:0.053 Diagnosis:9ccs137:Mouth dx:-0.052 Vital: RR-avg7to10 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 249 | OR_unadj: 1.208 [0.786 1.858] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs7:Viral infect:0.109 Diagnosis:9ccs105:Conduction:0.094 Diagnosis:9ccs125:Bronchitis:0.093 Newborn Diagnosis:9ccs200:Oth skin dx:0.084 Diagnosis:9ccs219:Low birth wt:0.080 Lab:292147 TSH - Sunrise:0.072 Diagnosis:9ccs76:Meningitis:-0.068 Diagnosis:9ccs135:Intest infct:0.064 Diagnosis:9ccs10:Immuniz/scrn:0.063 Diagnosis:9ccs127:COPD:-0.061 * Vital: HC-gain0to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 920 | OR_unadj: 1.672 [1.308 2.137] | indivs AUC:0.604 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:0.085 Diagnosis:9ccs214:GI cong anom:-0.083 Diagnosis:9ccs229:Fx arm:0.072 Diagnosis:9ccs245:Syncope:-0.067 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.066 Diagnosis:9ccs61:Sickle cell:0.063 Diagnosis:9ccs251:Abdomnl pain:-0.057 Diagnosis:9ccs143:Abdom hernia:0.056 Newborn Diagnosis:9ccs224:Ot perint dx:0.056 Diagnosis:9ccs105:Conduction:0.054 Vital: Ht Percentile-avg3to5 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 407 | OR_unadj: 1.123 [0.792 1.592] | indivs AUC:0.524 Correlated most with: Diagnosis:9ccs223:Birth trauma:0.105 Newborn Diagnosis:9ccs219:Low birth wt:-0.084 Diagnosis:9ccs162:Ot dx bladdr:0.084 Newborn Diagnosis:9ccs97:Carditis:-0.079 Newborn Diagnosis:9ccs104:Oth heart dx:-0.079 Newborn Diagnosis:9ccs239:Superfic inj:-0.079 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.078 Diagnosis:9ccs215:gu cong anom:0.077 Lab:323854 CULTURE FECES - Sunrise:0.074 Diagnosis:9ccs120:Hemmorhoids:0.072 Vital: Wt Change-avg1to3 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 316 | OR_unadj: 0.819 [0.534 1.257] | indivs AUC:0.475 Correlated most with: Diagnosis:9ccs162:Ot dx bladdr:-0.124 Diagnosis:9ccs2619:e codes: other specified- nec:0.107 Diagnosis:9ccs214:GI cong anom:-0.081 Diagnosis:9ccs154:Gastroent:-0.076 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.075 Diagnosis:9ccs109:Acute CVD:-0.074 Diagnosis:9ccs133:Oth low resp:-0.070 Diagnosis:9ccs258:Other screen:0.065 Diagnosis:9ccs74:Ot mentl cnd:0.064 Lab:292147 TSH - Sunrise:-0.064 Vital: RR-avg10to13 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 258 | OR_unadj: 1.045 [0.647 1.689] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs2:Septicemia:0.099 Diagnosis:9ccs125:Bronchitis:0.074 Diagnosis:9ccs135:Intest infct:0.072 Diagnosis:9ccs47:Ot bnign neo:-0.070 Diagnosis:9ccs7:Viral infect:0.067 Diagnosis:9ccs159:UTI:0.066 Diagnosis:9ccs2620:E Codes: Unspecified:-0.062 Diagnosis:9ccs197:Skin infectn:0.062 Newborn Diagnosis:9ccs133:Oth low resp:-0.060 Diagnosis:9ccs221:Resp distres:0.057 Vital: Wt Change-avg3to5 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 370 | OR_unadj: 0.972 [0.656 1.439] | indivs AUC:0.549 Correlated most with: Number of Visits:-0.115 Diagnosis:9ccs133:Oth low resp:-0.097 Diagnosis:9ccs92:Otitis media:-0.081 Diagnosis:9ccs125:Bronchitis:-0.076 Diagnosis:9ccs127:COPD:-0.073 Diagnosis:9ccs257:Ot aftercare:-0.068 Diagnosis:9ccs117:Ot circul dx:0.068 Diagnosis:9ccs198:Ot infl skin:-0.067 Diagnosis:9ccs109:Acute CVD:-0.065 Diagnosis:9ccs51:Ot endo dsor:-0.064 * Vital: HC-avg19to24 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 933 | OR_unadj: 1.593 [1.247 2.034] | indivs AUC:0.601 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:0.085 Diagnosis:9ccs214:GI cong anom:-0.082 Diagnosis:9ccs229:Fx arm:0.072 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.066 Diagnosis:9ccs245:Syncope:-0.066 Diagnosis:9ccs61:Sickle cell:0.065 Diagnosis:9ccs143:Abdom hernia:0.064 Diagnosis:9ccs251:Abdomnl pain:-0.056 Newborn Diagnosis:9ccs224:Ot perint dx:0.056 Diagnosis:9ccs137:Mouth dx:-0.054 * Vital: Wt Percentile-avg5to7 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 462 | OR_unadj: 1.576 [1.167 2.127] | indivs AUC:0.533 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.101 Newborn Diagnosis:9ccs217:Ot cong anom:0.098 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.092 Lab:323854 CULTURE FECES - Sunrise:0.085 Diagnosis:9ccs205:Back problem:0.083 Diagnosis:9ccs138:Esophgeal dx:-0.081 Newborn Diagnosis:9ccs47:Ot bnign neo:0.079 Newborn Diagnosis:9ccs97:Carditis:-0.078 Newborn Diagnosis:9ccs104:Oth heart dx:-0.078 Newborn Diagnosis:9ccs239:Superfic inj:-0.078 Diagnosis:9ccs10:Immuniz/scrn | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1428 | OR_unadj: 0.961 [0.720 1.284] | indivs AUC:0.455 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:1.000 Diagnosis:9ccs255:Social admin:0.472 Diagnosis:9ccs126:Ot up rsp in:0.309 Number of Visits:0.260 Diagnosis:9ccs7:Viral infect:0.243 Diagnosis:9ccs257:Ot aftercare:0.212 Diagnosis:9ccs92:Otitis media:0.200 Diagnosis:9ccs253:Allergy:0.198 Diagnosis:9ccs125:Bronchitis:0.161 Diagnosis:9ccs90:Eye infectn:0.151 Vital: Ht Percentile-avg1to3 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 371 | OR_unadj: 1.004 [0.693 1.454] | indivs AUC:0.502 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.091 Diagnosis:9ccs117:Ot circul dx:-0.082 Diagnosis:9ccs98:HTN:-0.082 Diagnosis:9ccs2619:e codes: other specified- nec:0.082 Diagnosis:9ccs120:Hemmorhoids:0.079 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.079 Diagnosis:9ccs219:Low birth wt:-0.077 Diagnosis:9ccs223:Birth trauma:0.073 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.064 Diagnosis:9ccs133:Oth low resp:0.064 Vital: RR-avg13to16 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 199 | OR_unadj: 1.538 [0.931 2.540] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs188:Pelvic obstr:0.238 Diagnosis:9ccs181:Ot preg comp:-0.130 Newborn Diagnosis:9ccs47:Ot bnign neo:0.096 Diagnosis:9ccs10:Immuniz/scrn:0.075 Diagnosis:9ccs242:Poisn ot med:0.075 Diagnosis:9ccs106:Dysrhythmia:0.072 Diagnosis:9ccs55:Fluid/elc dx:0.067 Newborn Diagnosis:9ccs223:Birth trauma:0.059 Lab:294048 STOOL CULTURE - LMC:0.051 Diagnosis:9ccs161:Ot dx kidney:0.049 Vital: HR-avg0to1 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 196 | OR_unadj: 1.544 [0.961 2.479] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs104:Oth heart dx:0.167 Diagnosis:9ccs259:Unclassified:0.140 Newborn Diagnosis:9ccs204:Ot joint dx:0.093 Newborn Diagnosis:9ccs239:Superfic inj:-0.091 Newborn Diagnosis:9ccs97:Carditis:-0.091 Newborn Diagnosis:9ccs104:Oth heart dx:-0.091 Diagnosis:9ccs162:Ot dx bladdr:-0.082 Diagnosis:9ccs213:Cardiac anom:0.081 Diagnosis:9ccs6:Hepatitis:-0.078 Diagnosis:9ccs4:Mycoses:0.075 Vital: Wt Percentile-avg3to5 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 396 | OR_unadj: 1.125 [0.805 1.571] | indivs AUC:0.529 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.114 Newborn Diagnosis:9ccs217:Ot cong anom:0.107 Lab:323854 CULTURE FECES - Sunrise:0.081 Diagnosis:9ccs219:Low birth wt:-0.074 Diagnosis:9ccs162:Ot dx bladdr:0.074 Diagnosis:9ccs120:Hemmorhoids:0.073 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.073 Newborn Diagnosis:9ccs219:Low birth wt:-0.072 Newborn Diagnosis:9ccs47:Ot bnign neo:0.071 Diagnosis:9ccs138:Esophgeal dx:-0.071 Vital: Wt Percentile-avg1to3 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 348 | OR_unadj: 1.343 [0.953 1.892] | indivs AUC:0.493 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.105 Diagnosis:9ccs219:Low birth wt:-0.099 Diagnosis:9ccs138:Esophgeal dx:-0.090 Newborn Diagnosis:9ccs252:Fatigue:0.076 Diagnosis:9ccs181:Ot preg comp:0.075 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.073 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.067 Diagnosis:9ccs120:Hemmorhoids:0.067 Lab:294199 BILIRUBIN SCAN - LMC:-0.065 Diagnosis:9ccs2619:e codes: other specified- nec:0.063 Vital: RR-avg16to19 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 156 | OR_unadj: 1.148 [0.576 2.288] | indivs AUC:0.490 Correlated most with: Diagnosis:9ccs61:Sickle cell:0.111 Diagnosis:9ccs125:Bronchitis:0.093 Diagnosis:9ccs223:Birth trauma:0.073 Diagnosis:9ccs10:Immuniz/scrn:0.073 Newborn Diagnosis:9ccs204:Ot joint dx:0.062 Diagnosis:9ccs117:Ot circul dx:0.059 Diagnosis:9ccs165:Inf male gen:-0.058 Diagnosis:9ccs138:Esophgeal dx:-0.056 Diagnosis:9ccs135:Intest infct:-0.055 Diagnosis:9ccs212:Ot bone dx:0.054 * Vital: RR-avg5to7 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 191 | OR_unadj: 1.899 [1.195 3.018] | indivs AUC:0.522 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.232 Diagnosis:9ccs211:Ot conn tiss:0.104 Diagnosis:9ccs44:Neoplsm unsp:-0.083 Diagnosis:9ccs89:Blindness:0.077 Diagnosis:9ccs217:Ot cong anom:-0.068 Diagnosis:9ccs47:Ot bnign neo:-0.062 Diagnosis:9ccs125:Bronchitis:0.054 Diagnosis:10ccs58:Ot nutrit dx:-0.053 Diagnosis:9ccs134:Ot uppr resp:-0.052 Diagnosis:9ccs243:Poisn nonmed:-0.051 Vital: Ht Percentile-avg0to1 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 309 | OR_unadj: 1.145 [0.783 1.674] | indivs AUC:0.507 Correlated most with: Newborn Diagnosis:9ccs252:Fatigue:0.098 Diagnosis:9ccs120:Hemmorhoids:0.095 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.095 Diagnosis:9ccs9:Sexual Infxs:0.088 Diagnosis:9ccs51:Ot endo dsor:0.088 Diagnosis:9ccs61:Sickle cell:0.083 Diagnosis:9ccs138:Esophgeal dx:-0.080 Diagnosis:9ccs223:Birth trauma:0.079 Diagnosis:9ccs251:Abdomnl pain:-0.077 Diagnosis:9ccs129:Asp pneumon:-0.071 Vital: Wt for Len Percentile-gain1to5 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 495 | OR_unadj: 1.260 [0.921 1.724] | indivs AUC:0.589 Correlated most with: Diagnosis:9ccs214:GI cong anom:-0.122 Diagnosis:9ccs141:Ot dx stomch:-0.088 Diagnosis:9ccs3:Oth bact inf:-0.076 Lab:294147 FREE T4 - LMC:0.063 Diagnosis:9ccs162:Ot dx bladdr:0.063 Diagnosis:9ccs155:Other GI dx:-0.059 Diagnosis:9ccs48:Thyroid dsor:0.058 Diagnosis:9ccs208:Acq foot def:0.057 Diagnosis:9ccs211:Ot conn tiss:-0.056 Newborn Diagnosis:9ccs106:Dysrhythmia:-0.056 Vital: Wt Percentile-avg0to1 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 299 | OR_unadj: 1.324 [0.896 1.956] | indivs AUC:0.514 Correlated most with: Newborn Diagnosis:9ccs252:Fatigue:0.116 Diagnosis:9ccs109:Acute CVD:0.095 Diagnosis:9ccs120:Hemmorhoids:0.093 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.093 Lab:294199 BILIRUBIN SCAN - LMC:-0.089 Diagnosis:9ccs117:Ot circul dx:-0.084 Newborn Diagnosis:9ccs219:Low birth wt:-0.080 Diagnosis:9ccs138:Esophgeal dx:-0.076 Diagnosis:9ccs61:Sickle cell:0.074 Diagnosis:9ccs219:Low birth wt:-0.067 Vital: Wt for Len Percentile-avg3to5 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 504 | OR_unadj: 1.284 [0.941 1.751] | indivs AUC:0.596 Correlated most with: Diagnosis:9ccs2620:E Codes: Unspecified:-0.068 Lab:294147 FREE T4 - LMC:0.066 Diagnosis:9ccs117:Ot circul dx:-0.065 Diagnosis:9ccs211:Ot conn tiss:-0.063 Newborn Diagnosis:9ccs106:Dysrhythmia:-0.062 Diagnosis:9ccs208:Acq foot def:0.059 Diagnosis:9ccs2604:E Codes: Fire/burn:-0.059 Diagnosis:10ccs238:Complic proc:-0.059 Diagnosis:9ccs2:Septicemia:0.059 Diagnosis:9ccs48:Thyroid dsor:0.059 Vital: RR-avg19to24 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 186 | OR_unadj: 1.215 [0.655 2.254] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs61:Sickle cell:0.135 Newborn Diagnosis:9ccs252:Fatigue:0.132 Diagnosis:9ccs8:Oth infectns:0.094 Diagnosis:9ccs217:Ot cong anom:-0.086 Diagnosis:9ccs125:Bronchitis:0.080 Diagnosis:9ccs59:Anemia:0.071 Diagnosis:9ccs161:Ot dx kidney:0.063 Diagnosis:9ccs2603:E Codes: Fall:0.063 Diagnosis:9ccs159:UTI:0.060 Diagnosis:9ccs239:Superfic inj:0.056 * Vital: BMI Percentile-latest | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 247 | OR_unadj: 2.918 [2.034 4.185] | indivs AUC:0.572 Correlated most with: Diagnosis:9ccs214:GI cong anom:-0.105 Newborn Diagnosis:9ccs253:Allergy:-0.093 Diagnosis:9ccs72:Anxiety dx:-0.087 Diagnosis:9ccs48:Thyroid dsor:-0.084 Diagnosis:9ccs230:Fx leg:-0.082 Diagnosis:9ccs245:Syncope:-0.078 Diagnosis:9ccs58:Ot nutrit dx:0.073 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.073 Newborn Diagnosis:9ccs252:Fatigue:0.072 Newborn Diagnosis:9ccs47:Ot bnign neo:0.071 Vital: RR-avg1to3 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 165 | OR_unadj: 1.209 [0.727 2.010] | indivs AUC:0.470 Correlated most with: Diagnosis:9ccs230:Fx leg:-0.146 Diagnosis:9ccs75:Hx mental dx:-0.080 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.070 Diagnosis:9ccs244:Other injury:-0.063 Diagnosis:9ccs153:GI hemorrhag:-0.058 Diagnosis:9ccs145:Int obstruct:-0.057 Diagnosis:9ccs125:Bronchitis:0.057 Diagnosis:9ccs95:Oth nerv dx:-0.053 Diagnosis:9ccs7:Viral infect:0.053 Diagnosis:9ccs251:Abdomnl pain:-0.052 Vital: RR-avg0to1 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 127 | OR_unadj: 1.370 [0.818 2.296] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs151:Oth liver dx:0.082 Diagnosis:9ccs75:Hx mental dx:-0.079 Diagnosis:9ccs217:Ot cong anom:-0.077 Diagnosis:9ccs222:Perint jaund:0.068 Diagnosis:9ccs212:Ot bone dx:-0.068 Newborn Diagnosis:9ccs224:Ot perint dx:-0.065 Diagnosis:9ccs7:Viral infect:0.062 Diagnosis:9ccs257:Ot aftercare:0.053 Diagnosis:9ccs74:Ot mentl cnd:-0.052 Diagnosis:9ccs48:Thyroid dsor:-0.052 Vital: Wt Change-avg0to1 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 225 | OR_unadj: 0.845 [0.517 1.380] | indivs AUC:0.490 Correlated most with: Diagnosis:9ccs222:Perint jaund:-0.119 Lab:323854 CULTURE FECES - Sunrise:0.108 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.102 Diagnosis:9ccs120:Hemmorhoids:0.102 Lab:294199 BILIRUBIN SCAN - LMC:-0.090 Diagnosis:9ccs151:Oth liver dx:-0.081 Newborn Diagnosis:9ccs136:Teeth dx:-0.078 Diagnosis:9ccs224:Ot perint dx:-0.078 Diagnosis:9ccs244:Other injury:0.068 Diagnosis:9ccs127:COPD:0.061 Vital: RR-avg3to5 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 185 | OR_unadj: 1.354 [0.827 2.219] | indivs AUC:0.484 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:0.127 Diagnosis:9ccs70:Schizo/rl dx:-0.122 Diagnosis:9ccs163:Other GU dx:0.113 Diagnosis:9ccs254:Rehab:0.112 Diagnosis:9ccs105:Conduction:0.102 Diagnosis:9ccs59:Anemia:0.075 Diagnosis:9ccs224:Ot perint dx:0.073 Diagnosis:9ccs217:Ot cong anom:0.071 Diagnosis:9ccs151:Oth liver dx:0.066 Diagnosis:9ccs44:Neoplsm unsp:-0.058 Diagnosis:9ccs126:Ot up rsp in | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1288 | OR_unadj: 0.968 [0.750 1.249] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:1.000 Number of Visits:0.440 Diagnosis:9ccs92:Otitis media:0.369 Diagnosis:9ccs255:Social admin:0.356 Diagnosis:9ccs10:Immuniz/scrn:0.309 Diagnosis:9ccs257:Ot aftercare:0.279 Diagnosis:9ccs7:Viral infect:0.270 Diagnosis:9ccs125:Bronchitis:0.250 Diagnosis:9ccs90:Eye infectn:0.206 Diagnosis:9ccs253:Allergy:0.198 Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 107 | OR_unadj: 1.091 [0.565 2.105] | indivs AUC:0.498 Correlated most with: Lab:295669 BILIRUBIN DIRECT - LMC:1.000 Lab:294203 BILIRUBIN TOTAL - LMC:0.374 Newborn Diagnosis:9ccs62:Coag/hemr dx:-0.188 Diagnosis:9ccs62:Coag/hemr dx:-0.113 Newborn Diagnosis:9ccs216:Nerv cong an:-0.109 Diagnosis:9ccs245:Syncope:0.088 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.078 Diagnosis:9ccs48:Thyroid dsor:0.063 Diagnosis:9ccs141:Ot dx stomch:0.061 Lab:294495 LEAD, BLOOD - LMC:-0.059 Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 107 | OR_unadj: 0.882 [0.382 2.035] | indivs AUC:0.513 Correlated most with: Lab:294203 BILIRUBIN TOTAL - LMC:1.000 Lab:295669 BILIRUBIN DIRECT - LMC:0.374 Diagnosis:9ccs151:Oth liver dx:-0.123 Diagnosis:9ccs245:Syncope:0.115 Newborn Diagnosis:9ccs62:Coag/hemr dx:-0.102 Diagnosis:9ccs222:Perint jaund:-0.101 Diagnosis:9ccs205:Back problem:0.095 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.082 Lab:294495 LEAD, BLOOD - LMC:-0.074 Newborn Diagnosis:9ccs215:gu cong anom:0.062 Diagnosis:9ccs125:Bronchitis | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 481 | OR_unadj: 0.983 [0.763 1.267] | indivs AUC:0.531 Correlated most with: Diagnosis:9ccs125:Bronchitis:1.000 Number of Visits:0.293 Diagnosis:9ccs257:Ot aftercare:0.288 Diagnosis:9ccs126:Ot up rsp in:0.250 Diagnosis:9ccs128:Asthma:0.246 Diagnosis:9ccs92:Otitis media:0.230 Diagnosis:9ccs7:Viral infect:0.219 Diagnosis:9ccs122:Pneumonia:0.187 Diagnosis:9ccs90:Eye infectn:0.175 Diagnosis:9ccs135:Intest infct:0.167 * Vital: BMI Percentile-gain0to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 235 | OR_unadj: 2.838 [1.958 4.112] | indivs AUC:0.576 Correlated most with: Diagnosis:9ccs214:GI cong anom:-0.115 Newborn Diagnosis:9ccs253:Allergy:-0.093 Diagnosis:9ccs72:Anxiety dx:-0.088 Diagnosis:9ccs230:Fx leg:-0.083 Diagnosis:9ccs48:Thyroid dsor:-0.080 Diagnosis:9ccs245:Syncope:-0.079 Newborn Diagnosis:9ccs252:Fatigue:0.075 Newborn Diagnosis:9ccs47:Ot bnign neo:0.075 Diagnosis:9ccs209:Ot acq defor:0.075 Newborn Diagnosis:9ccs191:Amnios dx:0.074 Diagnosis:9ccs200:Oth skin dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 507 | OR_unadj: 0.895 [0.695 1.152] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs200:Oth skin dx:1.000 Number of Visits:0.249 Diagnosis:9ccs253:Allergy:0.229 Diagnosis:9ccs7:Viral infect:0.216 Diagnosis:9ccs239:Superfic inj:0.169 Diagnosis:9ccs155:Other GI dx:0.168 Diagnosis:9ccs198:Ot infl skin:0.160 Diagnosis:9ccs126:Ot up rsp in:0.151 Diagnosis:9ccs10:Immuniz/scrn:0.148 Diagnosis:9ccs133:Oth low resp:0.147 Diagnosis:9ccs113:Late eff CVD | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 169 | OR_unadj: 1.068 [0.732 1.557] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs113:Late eff CVD:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.219 Diagnosis:9ccs94:Other ear dx:0.198 Diagnosis:9ccs75:Hx mental dx:0.127 Number of Visits:0.112 Diagnosis:9ccs126:Ot up rsp in:0.091 Diagnosis:9ccs257:Ot aftercare:0.087 Diagnosis:9ccs125:Bronchitis:0.076 Diagnosis:9ccs95:Oth nerv dx:0.075 Diagnosis:9ccs92:Otitis media:0.074 * Vital: BMI Percentile-gain16to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 235 | OR_unadj: 2.838 [1.958 4.112] | indivs AUC:0.576 Correlated most with: Diagnosis:9ccs214:GI cong anom:-0.115 Newborn Diagnosis:9ccs253:Allergy:-0.093 Diagnosis:9ccs72:Anxiety dx:-0.088 Diagnosis:9ccs230:Fx leg:-0.083 Diagnosis:9ccs48:Thyroid dsor:-0.080 Diagnosis:9ccs245:Syncope:-0.079 Newborn Diagnosis:9ccs252:Fatigue:0.075 Newborn Diagnosis:9ccs47:Ot bnign neo:0.075 Diagnosis:9ccs209:Ot acq defor:0.075 Newborn Diagnosis:9ccs191:Amnios dx:0.074 Diagnosis:9ccs155:Other GI dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 466 | OR_unadj: 0.954 [0.738 1.234] | indivs AUC:0.485 Correlated most with: Diagnosis:9ccs155:Other GI dx:1.000 Number of Visits:0.323 Diagnosis:9ccs7:Viral infect:0.202 Diagnosis:9ccs154:Gastroent:0.191 Diagnosis:9ccs253:Allergy:0.183 Diagnosis:9ccs133:Oth low resp:0.172 Diagnosis:9ccs126:Ot up rsp in:0.171 Diagnosis:9ccs200:Oth skin dx:0.168 Diagnosis:9ccs257:Ot aftercare:0.152 Diagnosis:9ccs10:Immuniz/scrn:0.146 Diagnosis:9ccs136:Teeth dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 128 | OR_unadj: 1.484 [0.995 2.214] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs136:Teeth dx:1.000 Number of Visits:0.153 Diagnosis:9ccs7:Viral infect:0.113 Diagnosis:9ccs10:Immuniz/scrn:0.105 Newborn Diagnosis:9ccs218:Liveborn:-0.094 Diagnosis:9ccs155:Other GI dx:0.094 Diagnosis:9ccs109:Acute CVD:0.085 Diagnosis:9ccs9:Sexual Infxs:0.085 Newborn Diagnosis:9ccs134:Ot uppr resp:0.085 Diagnosis:9ccs115:Aneurysm:0.085 Diagnosis:9ccs255:Social admin | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1667 | OR_unadj: 1.120 [0.650 1.932] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs255:Social admin:1.000 Diagnosis:9ccs10:Immuniz/scrn:0.472 Diagnosis:9ccs126:Ot up rsp in:0.356 Diagnosis:9ccs92:Otitis media:0.205 Diagnosis:9ccs253:Allergy:0.198 Diagnosis:9ccs257:Ot aftercare:0.197 Diagnosis:9ccs7:Viral infect:0.189 Number of Visits:0.139 Diagnosis:9ccs125:Bronchitis:0.138 Diagnosis:9ccs135:Intest infct:0.136 Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 806 | OR_unadj: 0.965 [0.769 1.210] | indivs AUC:0.471 Correlated most with: Newborn Diagnosis:9ccs224:Ot perint dx:1.000 Newborn Diagnosis:9ccs222:Perint jaund:0.121 Newborn Diagnosis:9ccs96:Hrt valve dx:0.091 Diagnosis:9ccs7:Viral infect:-0.087 Newborn Diagnosis:9ccs256:Exam/eval:0.084 Newborn Diagnosis:9ccs0:No DX:-0.080 Newborn Diagnosis:9ccs253:Allergy:0.069 Diagnosis:9ccs64:Ot hematl dx:0.067 Diagnosis:9ccs74:Ot mentl cnd:-0.064 Diagnosis:9ccs197:Skin infectn:0.063 Diagnosis:9ccs215:gu cong anom | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 85 | OR_unadj: 1.019 [0.604 1.720] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs215:gu cong anom:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.185 Diagnosis:9ccs98:HTN:0.106 Diagnosis:9ccs51:Ot endo dsor:0.101 Number of Visits:0.100 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:-0.079 Lab:295490 17 HYDROXYPROGESTERONE - LMC:0.079 Diagnosis:9ccs163:Other GU dx:0.078 Newborn Diagnosis:9ccs161:Ot dx kidney:0.071 Diagnosis:9ccs239:Superfic inj:0.064 Newborn Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 184 | OR_unadj: 1.088 [0.758 1.563] | indivs AUC:0.503 Correlated most with: Newborn Diagnosis:9ccs222:Perint jaund:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.329 Newborn Diagnosis:9ccs256:Exam/eval:0.269 Diagnosis:9ccs219:Low birth wt:0.213 Newborn Diagnosis:9ccs253:Allergy:0.185 Newborn Diagnosis:9ccs221:Resp distres:0.144 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.121 Newborn Diagnosis:9ccs224:Ot perint dx:0.121 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.112 Diagnosis:9ccs222:Perint jaund:0.108 Diagnosis:9ccs7:Viral infect | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 797 | OR_unadj: 0.878 [0.699 1.102] | indivs AUC:0.449 Correlated most with: Diagnosis:9ccs7:Viral infect:1.000 Number of Visits:0.408 Diagnosis:9ccs126:Ot up rsp in:0.270 Diagnosis:9ccs10:Immuniz/scrn:0.243 Diagnosis:9ccs257:Ot aftercare:0.225 Diagnosis:9ccs125:Bronchitis:0.219 Diagnosis:9ccs92:Otitis media:0.216 Diagnosis:9ccs200:Oth skin dx:0.216 Diagnosis:9ccs155:Other GI dx:0.202 Diagnosis:9ccs255:Social admin:0.189 Diagnosis:9ccs124:Tonsillitis | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 57 | OR_unadj: 1.396 [0.775 2.517] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs124:Tonsillitis:1.000 Diagnosis:9ccs120:Hemmorhoids:0.130 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.130 Diagnosis:9ccs188:Pelvic obstr:0.130 Diagnosis:9ccs134:Ot uppr resp:0.127 Lab:306854 PLATELET COUNT - Sunrise:0.096 Diagnosis:9ccs126:Ot up rsp in:0.095 Number of Visits:0.090 Diagnosis:9ccs76:Meningitis:0.084 Diagnosis:9ccs92:Otitis media:0.080 Diagnosis:9ccs92:Otitis media | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 817 | OR_unadj: 1.012 [0.807 1.269] | indivs AUC:0.464 Correlated most with: Diagnosis:9ccs92:Otitis media:1.000 Number of Visits:0.404 Diagnosis:9ccs126:Ot up rsp in:0.369 Diagnosis:9ccs257:Ot aftercare:0.273 Diagnosis:9ccs128:Asthma:0.232 Diagnosis:9ccs125:Bronchitis:0.230 Diagnosis:9ccs7:Viral infect:0.216 Diagnosis:9ccs255:Social admin:0.205 Diagnosis:9ccs90:Eye infectn:0.204 Diagnosis:9ccs10:Immuniz/scrn:0.200 Diagnosis:9ccs151:Oth liver dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 169 | OR_unadj: 0.743 [0.492 1.122] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs151:Oth liver dx:1.000 Diagnosis:9ccs222:Perint jaund:0.181 Lab:294203 BILIRUBIN TOTAL - LMC:-0.123 Diagnosis:9ccs10:Immuniz/scrn:0.101 Diagnosis:9ccs258:Other screen:0.100 Diagnosis:9ccs243:Poisn nonmed:0.096 Diagnosis:9ccs154:Gastroent:0.092 Diagnosis:9ccs138:Esophgeal dx:0.089 Number of Visits:0.084 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.083 Diagnosis:9ccs253:Allergy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 857 | OR_unadj: 1.042 [0.831 1.306] | indivs AUC:0.448 Correlated most with: Diagnosis:9ccs253:Allergy:1.000 Number of Visits:0.299 Diagnosis:9ccs200:Oth skin dx:0.229 Diagnosis:9ccs126:Ot up rsp in:0.198 Diagnosis:9ccs255:Social admin:0.198 Diagnosis:9ccs10:Immuniz/scrn:0.198 Diagnosis:9ccs198:Ot infl skin:0.187 Diagnosis:9ccs155:Other GI dx:0.183 Diagnosis:9ccs7:Viral infect:0.174 Diagnosis:9ccs257:Ot aftercare:0.174 Diagnosis:9ccs74:Ot mentl cnd | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 204 | OR_unadj: 0.817 [0.565 1.182] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs74:Ot mentl cnd:1.000 Diagnosis:9ccs113:Late eff CVD:0.219 Diagnosis:9ccs94:Other ear dx:0.205 Number of Visits:0.187 Diagnosis:9ccs95:Oth nerv dx:0.179 Diagnosis:9ccs10:Immuniz/scrn:0.122 Diagnosis:9ccs70:Schizo/rl dx:0.093 Diagnosis:9ccs126:Ot up rsp in:0.089 Diagnosis:9ccs216:Nerv cong an:0.078 Diagnosis:9ccs223:Birth trauma:0.074 Diagnosis:9ccs133:Oth low resp | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 244 | OR_unadj: 1.121 [0.815 1.542] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs133:Oth low resp:1.000 Number of Visits:0.321 Diagnosis:9ccs256:Exam/eval:0.184 Diagnosis:9ccs155:Other GI dx:0.172 Diagnosis:9ccs128:Asthma:0.170 Diagnosis:9ccs154:Gastroent:0.166 Diagnosis:9ccs253:Allergy:0.164 Diagnosis:9ccs126:Ot up rsp in:0.155 Diagnosis:9ccs127:COPD:0.155 Diagnosis:9ccs7:Viral infect:0.149 Diagnosis:9ccs135:Intest infct | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 470 | OR_unadj: 1.188 [0.925 1.525] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs135:Intest infct:1.000 Number of Visits:0.295 Diagnosis:9ccs126:Ot up rsp in:0.182 Diagnosis:9ccs257:Ot aftercare:0.171 Diagnosis:9ccs7:Viral infect:0.168 Diagnosis:9ccs125:Bronchitis:0.167 Diagnosis:9ccs92:Otitis media:0.154 Diagnosis:9ccs10:Immuniz/scrn:0.145 Diagnosis:9ccs255:Social admin:0.136 Diagnosis:9ccs155:Other GI dx:0.131 Diagnosis:9ccs90:Eye infectn | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 443 | OR_unadj: 1.060 [0.819 1.372] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs90:Eye infectn:1.000 Number of Visits:0.288 Diagnosis:9ccs126:Ot up rsp in:0.206 Diagnosis:9ccs92:Otitis media:0.204 Diagnosis:9ccs7:Viral infect:0.180 Diagnosis:9ccs125:Bronchitis:0.175 Diagnosis:9ccs91:Other eye dx:0.173 Diagnosis:9ccs10:Immuniz/scrn:0.151 Diagnosis:9ccs257:Ot aftercare:0.148 Diagnosis:9ccs155:Other GI dx:0.131 Diagnosis:9ccs161:Ot dx kidney | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 41 | OR_unadj: 1.144 [0.556 2.356] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs161:Ot dx kidney:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.472 Diagnosis:9ccs159:UTI:0.225 Newborn Diagnosis:9ccs161:Ot dx kidney:0.218 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.154 Diagnosis:9ccs66:Alchl-r mntl:0.154 Diagnosis:9ccs162:Ot dx bladdr:0.154 Diagnosis:9ccs115:Aneurysm:0.154 Number of Visits:0.130 Diagnosis:9ccs163:Other GU dx:0.124 * Diagnosis:9ccs58:Ot nutrit dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 162 | OR_unadj: 1.954 [1.381 2.764] | indivs AUC:0.516 Correlated most with: Diagnosis:9ccs58:Ot nutrit dx:1.000 Number of Visits:0.168 Diagnosis:9ccs155:Other GI dx:0.133 Diagnosis:9ccs52:Nutrit defic:0.130 Diagnosis:9ccs232:Sprain:0.106 Diagnosis:9ccs239:Superfic inj:0.093 Diagnosis:9ccs133:Oth low resp:0.088 Diagnosis:9ccs200:Oth skin dx:0.087 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.087 Diagnosis:9ccs257:Ot aftercare:0.081 Diagnosis:9ccs224:Ot perint dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 79 | OR_unadj: 1.297 [0.777 2.164] | indivs AUC:0.517 Correlated most with: Diagnosis:9ccs224:Ot perint dx:1.000 Number of Visits:0.116 Diagnosis:9ccs109:Acute CVD:0.110 Newborn Diagnosis:9ccs222:Perint jaund:0.087 Diagnosis:9ccs155:Other GI dx:0.081 Diagnosis:9ccs253:Allergy:0.079 Diagnosis:9ccs205:Back problem:0.077 Diagnosis:9ccs219:Low birth wt:0.077 Diagnosis:9ccs2611:E Codes: Natural/environment:0.074 Diagnosis:9ccs44:Neoplsm unsp:0.074 Diagnosis:9ccs59:Anemia | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 182 | OR_unadj: 1.032 [0.714 1.490] | indivs AUC:0.518 Correlated most with: Diagnosis:9ccs59:Anemia:1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.135 Diagnosis:9ccs216:Nerv cong an:0.108 Number of Visits:0.088 Diagnosis:9ccs10:Immuniz/scrn:0.085 Diagnosis:9ccs255:Social admin:0.076 Diagnosis:9ccs245:Syncope:0.076 Diagnosis:9ccs137:Mouth dx:0.075 Diagnosis:9ccs4:Mycoses:0.074 Newborn Diagnosis:9ccs138:Esophgeal dx:0.070 * Diagnosis:9ccs122:Pneumonia | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 170 | OR_unadj: 1.447 [1.015 2.063] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs122:Pneumonia:1.000 Diagnosis:9ccs128:Asthma:0.304 Number of Visits:0.287 Diagnosis:9ccs125:Bronchitis:0.187 Diagnosis:9ccs257:Ot aftercare:0.182 Diagnosis:9ccs92:Otitis media:0.169 Diagnosis:9ccs126:Ot up rsp in:0.153 Diagnosis:9ccs90:Eye infectn:0.129 Diagnosis:9ccs135:Intest infct:0.128 Diagnosis:9ccs127:COPD:0.127 Newborn Diagnosis:9ccs256:Exam/eval | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 100 | OR_unadj: 1.124 [0.700 1.805] | indivs AUC:0.486 Correlated most with: Newborn Diagnosis:9ccs256:Exam/eval:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.332 Newborn Diagnosis:9ccs222:Perint jaund:0.269 Newborn Diagnosis:9ccs253:Allergy:0.218 Diagnosis:9ccs219:Low birth wt:0.214 Newborn Diagnosis:9ccs221:Resp distres:0.179 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.113 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.109 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.105 Newborn Diagnosis:9ccs138:Esophgeal dx:0.097 Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 225 | OR_unadj: 0.925 [0.656 1.303] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs222:Perint jaund:1.000 Diagnosis:9ccs151:Oth liver dx:0.181 Newborn Diagnosis:9ccs222:Perint jaund:0.108 Lab:294203 BILIRUBIN TOTAL - LMC:-0.101 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.077 Diagnosis:9ccs224:Ot perint dx:0.073 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.068 Diagnosis:9ccs231:Oth fracture:0.067 Diagnosis:9ccs238:Complic proc:0.067 Diagnosis:9ccs55:Fluid/elc dx:0.066 Diagnosis:9ccs217:Ot cong anom | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 137 | OR_unadj: 0.657 [0.410 1.052] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs217:Ot cong anom:1.000 Diagnosis:9ccs89:Blindness:0.212 Newborn Diagnosis:9ccs217:Ot cong anom:0.147 Number of Visits:0.123 Diagnosis:9ccs2619:e codes: other specified- nec:0.116 Diagnosis:9ccs91:Other eye dx:0.110 Diagnosis:9ccs95:Oth nerv dx:0.107 Diagnosis:9ccs10:Immuniz/scrn:0.089 Diagnosis:9ccs257:Ot aftercare:0.089 Diagnosis:9ccs133:Oth low resp:0.085 Diagnosis:9ccs94:Other ear dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 166 | OR_unadj: 1.404 [0.979 2.013] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs94:Other ear dx:1.000 Number of Visits:0.257 Diagnosis:9ccs74:Ot mentl cnd:0.205 Diagnosis:9ccs113:Late eff CVD:0.198 Diagnosis:9ccs92:Otitis media:0.119 Diagnosis:9ccs126:Ot up rsp in:0.101 Diagnosis:9ccs95:Oth nerv dx:0.101 Diagnosis:9ccs127:COPD:0.084 Diagnosis:9ccs7:Viral infect:0.080 Diagnosis:9ccs257:Ot aftercare:0.078 Diagnosis:9ccs250:Nausea/vomit | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 89 | OR_unadj: 1.171 [0.713 1.922] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs250:Nausea/vomit:1.000 Diagnosis:9ccs138:Esophgeal dx:0.202 Number of Visits:0.181 Diagnosis:9ccs141:Ot dx stomch:0.179 Diagnosis:9ccs133:Oth low resp:0.140 Diagnosis:9ccs155:Other GI dx:0.125 Diagnosis:9ccs257:Ot aftercare:0.111 Diagnosis:9ccs258:Other screen:0.111 Diagnosis:9ccs165:Inf male gen:0.089 Diagnosis:9ccs126:Ot up rsp in:0.086 Diagnosis:9ccs159:UTI | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 67 | OR_unadj: 1.420 [0.825 2.447] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs159:UTI:1.000 Diagnosis:9ccs161:Ot dx kidney:0.225 Number of Visits:0.172 Diagnosis:9ccs163:Other GU dx:0.164 Diagnosis:9ccs2:Septicemia:0.129 Diagnosis:9ccs257:Ot aftercare:0.120 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.120 Diagnosis:9ccs66:Alchl-r mntl:0.120 Diagnosis:9ccs142:Appendicitis:0.120 Diagnosis:9ccs162:Ot dx bladdr:0.120 Diagnosis:9ccs134:Ot uppr resp | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 167 | OR_unadj: 0.755 [0.500 1.141] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:1.000 Number of Visits:0.196 Diagnosis:9ccs124:Tonsillitis:0.127 Diagnosis:9ccs253:Allergy:0.125 Diagnosis:9ccs126:Ot up rsp in:0.124 Diagnosis:9ccs90:Eye infectn:0.115 Diagnosis:9ccs211:Ot conn tiss:0.111 Diagnosis:9ccs133:Oth low resp:0.100 Diagnosis:9ccs127:COPD:0.099 Diagnosis:9ccs91:Other eye dx:0.096 Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 156 | OR_unadj: 0.984 [0.661 1.465] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs91:Other eye dx:1.000 Diagnosis:9ccs89:Blindness:0.242 Diagnosis:9ccs90:Eye infectn:0.173 Number of Visits:0.142 Diagnosis:9ccs7:Viral infect:0.121 Diagnosis:9ccs217:Ot cong anom:0.110 Diagnosis:9ccs44:Neoplsm unsp:0.108 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.100 Diagnosis:9ccs96:Hrt valve dx:0.097 Diagnosis:9ccs134:Ot uppr resp:0.096 Diagnosis:9ccs137:Mouth dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 89 | OR_unadj: 0.765 [0.440 1.331] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs137:Mouth dx:1.000 Diagnosis:9ccs258:Other screen:0.165 Number of Visits:0.153 Diagnosis:9ccs200:Oth skin dx:0.105 Diagnosis:9ccs197:Skin infectn:0.104 Diagnosis:9ccs115:Aneurysm:0.103 Diagnosis:9ccs188:Pelvic obstr:0.103 Newborn Diagnosis:9ccs134:Ot uppr resp:0.103 Diagnosis:9ccs120:Hemmorhoids:0.103 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.103 Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 141 | OR_unadj: 0.785 [0.505 1.221] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs256:Exam/eval:1.000 Diagnosis:9ccs133:Oth low resp:0.184 Number of Visits:0.148 Diagnosis:9ccs155:Other GI dx:0.140 Diagnosis:9ccs200:Oth skin dx:0.140 Diagnosis:9ccs154:Gastroent:0.138 Diagnosis:9ccs239:Superfic inj:0.127 Diagnosis:9ccs253:Allergy:0.118 Diagnosis:9ccs232:Sprain:0.114 Diagnosis:9ccs258:Other screen:0.102 Diagnosis:9ccs198:Ot infl skin | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 237 | OR_unadj: 1.022 [0.735 1.419] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs198:Ot infl skin:1.000 Diagnosis:9ccs253:Allergy:0.187 Diagnosis:9ccs200:Oth skin dx:0.160 Number of Visits:0.121 Diagnosis:9ccs10:Immuniz/scrn:0.106 Diagnosis:9ccs7:Viral infect:0.101 Diagnosis:9ccs126:Ot up rsp in:0.097 Diagnosis:9ccs255:Social admin:0.089 Diagnosis:9ccs72:Anxiety dx:0.085 Diagnosis:9ccs92:Otitis media:0.082 Diagnosis:9ccs197:Skin infectn | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 189 | OR_unadj: 1.047 [0.730 1.501] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs197:Skin infectn:1.000 Number of Visits:0.162 Diagnosis:9ccs239:Superfic inj:0.115 Diagnosis:9ccs10:Immuniz/scrn:0.108 Diagnosis:9ccs253:Allergy:0.105 Diagnosis:9ccs137:Mouth dx:0.104 Diagnosis:9ccs138:Esophgeal dx:0.103 Diagnosis:9ccs200:Oth skin dx:0.103 Diagnosis:9ccs92:Otitis media:0.099 Diagnosis:9ccs7:Viral infect:0.089 * Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 56 | OR_unadj: 1.858 [1.056 3.270] | indivs AUC:0.487 Correlated most with: Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs96:Hrt valve dx:0.473 Newborn Diagnosis:9ccs213:Cardiac anom:0.441 Newborn Diagnosis:9ccs96:Hrt valve dx:0.329 Diagnosis:9ccs117:Ot circul dx:0.225 Newborn Diagnosis:9ccs104:Oth heart dx:0.132 Diagnosis:9ccs105:Conduction:0.132 Newborn Diagnosis:9ccs239:Superfic inj:0.132 Newborn Diagnosis:9ccs97:Carditis:0.132 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.132 Diagnosis:9ccs4:Mycoses | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 182 | OR_unadj: 1.068 [0.742 1.539] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs4:Mycoses:1.000 Number of Visits:0.185 Diagnosis:9ccs92:Otitis media:0.150 Diagnosis:9ccs200:Oth skin dx:0.133 Diagnosis:9ccs253:Allergy:0.131 Diagnosis:9ccs126:Ot up rsp in:0.128 Diagnosis:9ccs7:Viral infect:0.095 Diagnosis:9ccs155:Other GI dx:0.087 Diagnosis:9ccs76:Meningitis:0.082 Diagnosis:9ccs257:Ot aftercare:0.081 Newborn Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1653 | OR_unadj: 0.865 [0.538 1.390] | indivs AUC:0.506 Correlated most with: Newborn Diagnosis:9ccs94:Other ear dx:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.397 Newborn Diagnosis:9ccs0:No DX:-0.355 Newborn Diagnosis:9ccs221:Resp distres:-0.124 Newborn Diagnosis:9ccs218:Liveborn:0.110 Newborn Diagnosis:9ccs130:Pleurisy:-0.098 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.098 Newborn Diagnosis:9ccs252:Fatigue:-0.098 Newborn Diagnosis:9ccs220:Birth asphyx:-0.098 Diagnosis:9ccs213:Cardiac anom:-0.097 Diagnosis:9ccs127:COPD | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 118 | OR_unadj: 0.999 [0.637 1.568] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs127:COPD:1.000 Number of Visits:0.269 Diagnosis:9ccs128:Asthma:0.160 Diagnosis:9ccs133:Oth low resp:0.155 Diagnosis:9ccs122:Pneumonia:0.127 Diagnosis:9ccs2619:e codes: other specified- nec:0.126 Diagnosis:9ccs126:Ot up rsp in:0.125 Diagnosis:9ccs125:Bronchitis:0.120 Diagnosis:9ccs258:Other screen:0.103 Diagnosis:9ccs134:Ot uppr resp:0.099 Diagnosis:9ccs257:Ot aftercare | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 783 | OR_unadj: 0.992 [0.790 1.245] | indivs AUC:0.459 Correlated most with: Diagnosis:9ccs257:Ot aftercare:1.000 Number of Visits:0.371 Diagnosis:9ccs125:Bronchitis:0.288 Diagnosis:9ccs126:Ot up rsp in:0.279 Diagnosis:9ccs92:Otitis media:0.273 Diagnosis:9ccs7:Viral infect:0.225 Diagnosis:9ccs10:Immuniz/scrn:0.212 Diagnosis:9ccs255:Social admin:0.197 Diagnosis:9ccs128:Asthma:0.189 Diagnosis:9ccs122:Pneumonia:0.182 Newborn Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 105 | OR_unadj: 0.620 [0.360 1.069] | indivs AUC:0.470 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:1.000 Diagnosis:9ccs219:Low birth wt:0.467 Newborn Diagnosis:9ccs256:Exam/eval:0.332 Newborn Diagnosis:9ccs222:Perint jaund:0.329 Newborn Diagnosis:9ccs221:Resp distres:0.314 Newborn Diagnosis:9ccs253:Allergy:0.213 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.202 Diagnosis:9ccs143:Abdom hernia:0.136 Diagnosis:9ccs95:Oth nerv dx:0.105 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.095 Vital: HC Percentile-latest | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 0.784 [0.264 2.329] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs5:HIV infectn:0.122 Diagnosis:9ccs48:Thyroid dsor:0.090 Diagnosis:9ccs83:Epilepsy/cnv:-0.084 Newborn Diagnosis:9ccs253:Allergy:-0.053 Diagnosis:9ccs94:Other ear dx:-0.049 Diagnosis:9ccs138:Esophgeal dx:-0.048 Diagnosis:9ccs4:Mycoses:-0.045 Diagnosis:10ccs58:Ot nutrit dx:0.045 Diagnosis:9ccs234:Crush injury:0.045 Diagnosis:9ccs113:Late eff CVD:-0.043 Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 159 | OR_unadj: 1.256 [0.863 1.827] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.473 Newborn Diagnosis:9ccs96:Hrt valve dx:0.250 Diagnosis:9ccs117:Ot circul dx:0.228 Newborn Diagnosis:9ccs213:Cardiac anom:0.208 Newborn Diagnosis:9ccs216:Nerv cong an:0.131 Diagnosis:9ccs245:Syncope:0.131 Diagnosis:9ccs244:Other injury:0.101 Diagnosis:9ccs91:Other eye dx:0.097 Diagnosis:9ccs83:Epilepsy/cnv:0.089 Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1654 | OR_unadj: 0.852 [0.530 1.371] | indivs AUC:0.494 Correlated most with: Newborn Diagnosis:9ccs10:Immuniz/scrn:1.000 Newborn Diagnosis:9ccs94:Other ear dx:0.397 Newborn Diagnosis:9ccs0:No DX:-0.357 Newborn Diagnosis:9ccs259:Unclassified:-0.241 Newborn Diagnosis:9ccs219:Low birth wt:-0.202 Newborn Diagnosis:9ccs221:Resp distres:-0.183 Diagnosis:9ccs219:Low birth wt:-0.122 Newborn Diagnosis:9ccs213:Cardiac anom:-0.113 Newborn Diagnosis:9ccs256:Exam/eval:-0.113 Newborn Diagnosis:9ccs222:Perint jaund:-0.112 Diagnosis:9ccs166:Oth male gen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 92 | OR_unadj: 1.049 [0.636 1.730] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs166:Oth male gen:1.000 Diagnosis:9ccs165:Inf male gen:0.102 Diagnosis:9ccs142:Appendicitis:0.102 Diagnosis:9ccs230:Fx leg:0.102 Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:0.102 Newborn Diagnosis:9ccs229:Fx arm:0.102 Newborn Diagnosis:9ccs2620:E Codes: Unspecified:0.102 Diagnosis:9ccs62:Coag/hemr dx:0.098 Lab:323854 CULTURE FECES - Sunrise:0.093 Diagnosis:9ccs257:Ot aftercare:0.087 Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 1.408 [0.874 2.268] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs0:No DX:1.000 Diagnosis:9ccs10:Immuniz/scrn:0.110 Diagnosis:9ccs105:Conduction:0.103 Diagnosis:9ccs212:Ot bone dx:0.085 Diagnosis:9ccs44:Neoplsm unsp:0.069 Diagnosis:9ccs209:Ot acq defor:0.065 Diagnosis:9ccs135:Intest infct:0.053 Diagnosis:9ccs250:Nausea/vomit:0.053 Diagnosis:9ccs255:Social admin:0.052 Diagnosis:9ccs58:Ot nutrit dx:0.052 Diagnosis:9ccs244:Other injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 1.251 [0.658 2.378] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs244:Other injury:1.000 Number of Visits:0.143 Newborn Diagnosis:9ccs252:Fatigue:0.139 Diagnosis:9ccs230:Fx leg:0.139 Diagnosis:9ccs165:Inf male gen:0.118 Diagnosis:9ccs257:Ot aftercare:0.115 Diagnosis:9ccs126:Ot up rsp in:0.103 Diagnosis:9ccs96:Hrt valve dx:0.101 Newborn Diagnosis:9ccs133:Oth low resp:0.096 Diagnosis:9ccs122:Pneumonia:0.094 Diagnosis:9ccs165:Inf male gen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 1.473 [0.782 2.774] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs165:Inf male gen:1.000 Newborn Diagnosis:9ccs2620:E Codes: Unspecified:0.142 Newborn Diagnosis:9ccs229:Fx arm:0.142 Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:0.142 Newborn Diagnosis:9ccs252:Fatigue:0.142 Diagnosis:9ccs9:Sexual Infxs:0.142 Diagnosis:9ccs2603:E Codes: Fall:0.124 Lab:294048 STOOL CULTURE - LMC:-0.119 Diagnosis:9ccs244:Other injury:0.118 Lab:294147 FREE T4 - LMC:-0.110 Diagnosis:9ccs239:Superfic inj | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 165 | OR_unadj: 0.910 [0.613 1.351] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs239:Superfic inj:1.000 Number of Visits:0.206 Diagnosis:9ccs258:Other screen:0.184 Diagnosis:9ccs200:Oth skin dx:0.169 Diagnosis:9ccs7:Viral infect:0.129 Diagnosis:9ccs155:Other GI dx:0.129 Diagnosis:9ccs256:Exam/eval:0.127 Diagnosis:9ccs133:Oth low resp:0.124 Diagnosis:9ccs126:Ot up rsp in:0.118 Diagnosis:9ccs197:Skin infectn:0.115 Newborn Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 71 | OR_unadj: 1.211 [0.701 2.093] | indivs AUC:0.505 Correlated most with: Newborn Diagnosis:9ccs259:Unclassified:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.241 MatDeliveryAge:0.132 Diagnosis:9ccs56:Cystic fibro:0.132 Diagnosis:9ccs86:Cataract:0.116 Diagnosis:9ccs5:HIV infectn:0.116 Newborn Diagnosis:9ccs130:Pleurisy:0.116 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.116 Newborn Diagnosis:9ccs219:Low birth wt:0.094 Newborn Diagnosis:9ccs221:Resp distres:0.083 * Diagnosis:9ccs128:Asthma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 202 | OR_unadj: 1.499 [1.080 2.082] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs128:Asthma:1.000 Number of Visits:0.320 Diagnosis:9ccs122:Pneumonia:0.304 Diagnosis:9ccs125:Bronchitis:0.246 Diagnosis:9ccs92:Otitis media:0.232 Diagnosis:9ccs257:Ot aftercare:0.189 Diagnosis:9ccs133:Oth low resp:0.170 Diagnosis:9ccs127:COPD:0.160 Diagnosis:9ccs126:Ot up rsp in:0.156 Diagnosis:9ccs7:Viral infect:0.137 * Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 22 | OR_unadj: 2.483 [1.053 5.853] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:1.000 Diagnosis:9ccs245:Syncope:0.243 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.212 Diagnosis:9ccs70:Schizo/rl dx:0.148 Newborn Diagnosis:9ccs47:Ot bnign neo:0.148 Diagnosis:9ccs62:Coag/hemr dx:0.144 Diagnosis:9ccs231:Oth fracture:0.119 Diagnosis:9ccs229:Fx arm:0.119 Newborn Diagnosis:9ccs216:Nerv cong an:0.119 Diagnosis:9ccs161:Ot dx kidney:0.118 Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 117 | OR_unadj: 1.492 [0.984 2.262] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs259:Unclassified:1.000 Diagnosis:9ccs143:Abdom hernia:0.100 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.089 Newborn Diagnosis:9ccs252:Fatigue:0.089 Newborn Diagnosis:9ccs204:Ot joint dx:0.089 Diagnosis:9ccs104:Oth heart dx:0.089 Diagnosis:9ccs250:Nausea/vomit:0.084 Diagnosis:9ccs48:Thyroid dsor:0.079 Newborn Diagnosis:9ccs219:Low birth wt:0.077 Diagnosis:9ccs240:Burns:0.076 Diagnosis:9ccs234:Crush injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: 0.611 [0.210 1.777] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs234:Crush injury:1.000 Diagnosis:9ccs127:COPD:0.077 Lab:323700 CULTURE THROAT W SENS - Sunrise:0.071 Diagnosis:9ccs134:Ot uppr resp:0.070 Newborn Diagnosis:9ccs95:Oth nerv dx:0.060 Newborn Diagnosis:9ccs223:Birth trauma:0.056 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.056 Diagnosis:9ccs137:Mouth dx:0.055 Diagnosis:9ccs216:Nerv cong an:0.046 Diagnosis:9ccs198:Ot infl skin:0.045 Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.403 [0.159 1.026] | indivs AUC:0.487 Correlated most with: Diagnosis:9ccs95:Oth nerv dx:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.179 Diagnosis:9ccs216:Nerv cong an:0.156 Diagnosis:9ccs211:Ot conn tiss:0.147 Newborn Diagnosis:9ccs166:Oth male gen:0.142 Diagnosis:9ccs86:Cataract:0.142 Diagnosis:9ccs129:Asp pneumon:0.142 Number of Visits:0.117 Diagnosis:9ccs217:Ot cong anom:0.107 Newborn Diagnosis:9ccs219:Low birth wt:0.105 Newborn Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 1.154 [0.611 2.181] | indivs AUC:0.476 Correlated most with: Newborn Diagnosis:9ccs217:Ot cong anom:1.000 Newborn Diagnosis:9ccs191:Amnios dx:0.240 Newborn Diagnosis:9ccs215:gu cong anom:0.150 Diagnosis:9ccs217:Ot cong anom:0.147 Diagnosis:9ccs163:Other GU dx:0.147 Diagnosis:9ccs109:Acute CVD:0.135 Newborn Diagnosis:9ccs166:Oth male gen:0.135 Newborn Diagnosis:9ccs138:Esophgeal dx:0.135 Diagnosis:9ccs86:Cataract:0.135 Newborn Diagnosis:9ccs130:Pleurisy:0.135 * Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 78 | OR_unadj: 0.507 [0.259 0.995] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:1.000 Diagnosis:9ccs250:Nausea/vomit:0.202 Number of Visits:0.151 Diagnosis:9ccs133:Oth low resp:0.145 Diagnosis:9ccs155:Other GI dx:0.121 Diagnosis:9ccs129:Asp pneumon:0.111 Diagnosis:9ccs230:Fx leg:0.111 Diagnosis:9ccs214:GI cong anom:0.106 Diagnosis:9ccs197:Skin infectn:0.103 Diagnosis:9ccs239:Superfic inj:0.091 Diagnosis:9ccs247:Lymph enlarg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.627 [0.240 1.634] | indivs AUC:0.483 Correlated most with: Diagnosis:9ccs247:Lymph enlarg:1.000 Diagnosis:9ccs3:Oth bact inf:0.202 Newborn Diagnosis:9ccs204:Ot joint dx:0.172 Newborn Diagnosis:9ccs161:Ot dx kidney:0.120 Newborn Diagnosis:9ccs63:Wht blood dx:0.120 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.105 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.096 Diagnosis:9ccs163:Other GU dx:0.090 Diagnosis:9ccs197:Skin infectn:0.087 Number of Visits:0.084 Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 68 | OR_unadj: 1.092 [0.616 1.935] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs143:Abdom hernia:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.136 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.119 Diagnosis:9ccs51:Ot endo dsor:0.114 Lab:323854 CULTURE FECES - Sunrise:0.107 Lab:294199 BILIRUBIN SCAN - LMC:-0.104 Diagnosis:9ccs128:Asthma:0.103 Diagnosis:9ccs259:Unclassified:0.100 Number of Visits:0.095 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.093 Lab:292495 LEAD LEVEL - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:1.000 Diagnosis:9ccs243:Poisn nonmed:-0.102 Diagnosis:9ccs217:Ot cong anom:0.085 Diagnosis:9ccs113:Late eff CVD:0.051 Diagnosis:9ccs125:Bronchitis:0.041 Diagnosis:9ccs155:Other GI dx:0.040 Diagnosis:9ccs145:Int obstruct:-0.039 Diagnosis:9ccs126:Ot up rsp in:-0.035 Diagnosis:9ccs51:Ot endo dsor:-0.034 Diagnosis:9ccs253:Allergy:0.032 * Lab:297262 HEMOGLOBIN (HEMOCUE) | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 3.235 [1.305 8.018] | indivs AUC:0.518 Correlated most with: Lab:297262 HEMOGLOBIN (HEMOCUE):1.000 Lab:295490 17 HYDROXYPROGESTERONE - LMC:0.307 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:-0.307 Diagnosis:9ccs219:Low birth wt:-0.264 Diagnosis:9ccs59:Anemia:-0.135 Diagnosis:10ccs238:Complic proc:0.132 Diagnosis:9ccs2604:E Codes: Fire/burn:0.132 Newborn Diagnosis:9ccs256:Exam/eval:-0.105 Newborn Diagnosis:9ccs219:Low birth wt:-0.095 Diagnosis:9ccs153:GI hemorrhag:-0.095 Newborn Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 0.997 [0.506 1.966] | indivs AUC:0.506 Correlated most with: Newborn Diagnosis:9ccs215:gu cong anom:1.000 Diagnosis:9ccs161:Ot dx kidney:0.472 Newborn Diagnosis:9ccs161:Ot dx kidney:0.197 Diagnosis:9ccs215:gu cong anom:0.185 Newborn Diagnosis:9ccs217:Ot cong anom:0.150 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.139 Diagnosis:9ccs98:HTN:0.139 Newborn Diagnosis:9ccs166:Oth male gen:0.139 Diagnosis:9ccs162:Ot dx bladdr:0.139 Newborn Diagnosis:9ccs130:Pleurisy:0.139 Diagnosis:9ccs2603:E Codes: Fall | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 1.370 [0.655 2.866] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs2603:E Codes: Fall:1.000 Diagnosis:10ccs58:Ot nutrit dx:0.703 Diagnosis:9ccs8:Oth infectns:0.132 Diagnosis:9ccs64:Ot hematl dx:0.128 Diagnosis:9ccs165:Inf male gen:0.124 Diagnosis:9ccs70:Schizo/rl dx:0.114 Diagnosis:9ccs2619:e codes: other specified- nec:0.114 Number of Visits:0.100 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.097 Diagnosis:9ccs2620:E Codes: Unspecified:0.091 Diagnosis:9ccs123:Influenza | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.354 [0.595 3.082] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs123:Influenza:1.000 Diagnosis:9ccs188:Pelvic obstr:0.184 Number of Visits:0.134 Diagnosis:9ccs221:Resp distres:0.128 Diagnosis:9ccs122:Pneumonia:0.109 Diagnosis:9ccs128:Asthma:0.107 Diagnosis:9ccs56:Cystic fibro:0.103 Diagnosis:9ccs246:FUO:0.077 Diagnosis:9ccs92:Otitis media:0.076 Diagnosis:9ccs126:Ot up rsp in:0.068 Diagnosis:10ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 1.780 [0.664 4.775] | indivs AUC:0.502 Correlated most with: Diagnosis:10ccs58:Ot nutrit dx:1.000 Diagnosis:9ccs2603:E Codes: Fall:0.703 Diagnosis:9ccs2619:e codes: other specified- nec:0.164 Diagnosis:9ccs64:Ot hematl dx:0.123 Diagnosis:9ccs8:Oth infectns:0.093 Diagnosis:9ccs209:Ot acq defor:0.088 Number of Visits:0.085 Newborn Diagnosis:9ccs253:Allergy:0.083 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.068 Diagnosis:9ccs91:Other eye dx:0.068 Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 39 | OR_unadj: 1.225 [0.592 2.537] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs47:Ot bnign neo:1.000 Diagnosis:9ccs105:Conduction:0.158 Newborn Diagnosis:9ccs200:Oth skin dx:0.155 Diagnosis:9ccs44:Neoplsm unsp:0.109 Diagnosis:9ccs62:Coag/hemr dx:0.105 Diagnosis:9ccs117:Ot circul dx:0.093 Diagnosis:9ccs214:GI cong anom:0.074 Diagnosis:9ccs217:Ot cong anom:0.071 Diagnosis:9ccs166:Oth male gen:0.069 Diagnosis:9ccs212:Ot bone dx:0.064 Vital: HC Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.329 [0.351 5.033] | indivs AUC:0.496 Correlated most with: Lab:294048 STOOL CULTURE - LMC:0.118 Diagnosis:9ccs153:GI hemorrhag:0.077 Diagnosis:9ccs2603:E Codes: Fall:0.075 Diagnosis:9ccs222:Perint jaund:0.057 Diagnosis:9ccs256:Exam/eval:0.054 Lab:306617 OCCULT BLOOD TEST (FECAL):0.052 Diagnosis:9ccs128:Asthma:-0.052 Diagnosis:9ccs208:Acq foot def:-0.051 Lab:295669 BILIRUBIN DIRECT - LMC:0.045 Newborn Diagnosis:9ccs253:Allergy:-0.043 Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.388 [0.117 1.286] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs219:Low birth wt:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.467 Newborn Diagnosis:9ccs253:Allergy:0.271 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.264 Newborn Diagnosis:9ccs256:Exam/eval:0.214 Newborn Diagnosis:9ccs222:Perint jaund:0.213 Newborn Diagnosis:9ccs200:Oth skin dx:0.178 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.130 Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.130 Diagnosis:9ccs2611:E Codes: Natural/environment:0.126 Newborn Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs0:No DX:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.357 Newborn Diagnosis:9ccs94:Other ear dx:-0.355 Lab:306854 PLATELET COUNT - Sunrise:-0.194 Newborn Diagnosis:9ccs218:Liveborn:-0.157 Newborn Diagnosis:9ccs224:Ot perint dx:-0.080 Diagnosis:9ccs48:Thyroid dsor:0.067 Diagnosis:9ccs198:Ot infl skin:0.044 Diagnosis:9ccs255:Social admin:-0.043 Diagnosis:9ccs89:Blindness:0.041 Diagnosis:9ccs76:Meningitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.308 [0.546 3.136] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs76:Meningitis:1.000 Lab:297275 STREP RAPID TEST (POCT):0.106 Diagnosis:9ccs92:Otitis media:0.103 Diagnosis:9ccs124:Tonsillitis:0.084 Diagnosis:9ccs4:Mycoses:0.082 Number of Visits:0.075 Diagnosis:9ccs133:Oth low resp:0.073 Diagnosis:9ccs126:Ot up rsp in:0.063 Diagnosis:9ccs7:Viral infect:0.058 Diagnosis:9ccs257:Ot aftercare:0.051 Diagnosis:9ccs64:Ot hematl dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs64:Ot hematl dx:1.000 Newborn Diagnosis:9ccs252:Fatigue:0.276 Diagnosis:9ccs63:Wht blood dx:0.135 Diagnosis:9ccs2603:E Codes: Fall:0.128 Diagnosis:10ccs58:Ot nutrit dx:0.123 Diagnosis:9ccs163:Other GU dx:0.073 Diagnosis:9ccs165:Inf male gen:0.067 Newborn Diagnosis:9ccs224:Ot perint dx:0.067 Diagnosis:9ccs244:Other injury:0.065 Newborn Diagnosis:9ccs215:gu cong anom:0.065 Lab:306605 BILIRUBIN DIRECT - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Lab:306605 BILIRUBIN DIRECT - Sunrise:1.000 Lab:292147 TSH - Sunrise:0.723 Diagnosis:9ccs48:Thyroid dsor:0.258 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.142 Diagnosis:9ccs58:Ot nutrit dx:0.073 Diagnosis:9ccs239:Superfic inj:0.072 Diagnosis:9ccs126:Ot up rsp in:-0.048 Lab:306617 OCCULT BLOOD TEST (FECAL):0.046 Diagnosis:9ccs222:Perint jaund:-0.045 Diagnosis:9ccs151:Oth liver dx:0.038 Diagnosis:9ccs8:Oth infectns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.106 [0.403 3.040] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs8:Oth infectns:1.000 Diagnosis:9ccs2603:E Codes: Fall:0.132 Diagnosis:9ccs2620:E Codes: Unspecified:0.122 Diagnosis:9ccs63:Wht blood dx:0.105 Diagnosis:9ccs61:Sickle cell:0.105 Diagnosis:10ccs58:Ot nutrit dx:0.093 Diagnosis:9ccs117:Ot circul dx:0.087 Newborn Diagnosis:9ccs222:Perint jaund:0.082 Diagnosis:9ccs62:Coag/hemr dx:0.070 Diagnosis:9ccs197:Skin infectn:0.063 * Diagnosis:9ccs154:Gastroent | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.210 [0.050 0.880] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs154:Gastroent:1.000 Diagnosis:9ccs153:GI hemorrhag:0.209 Diagnosis:9ccs155:Other GI dx:0.191 Diagnosis:9ccs120:Hemmorhoids:0.167 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.167 Diagnosis:9ccs133:Oth low resp:0.166 Number of Visits:0.145 Lab:294048 STOOL CULTURE - LMC:0.139 Diagnosis:9ccs256:Exam/eval:0.138 Diagnosis:9ccs253:Allergy:0.121 Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 0.733 [0.278 1.935] | indivs AUC:0.487 Correlated most with: Diagnosis:9ccs89:Blindness:1.000 Diagnosis:9ccs91:Other eye dx:0.242 Diagnosis:9ccs217:Ot cong anom:0.212 Diagnosis:9ccs145:Int obstruct:0.211 Diagnosis:9ccs129:Asp pneumon:0.184 Lab:306854 PLATELET COUNT - Sunrise:-0.131 Diagnosis:9ccs213:Cardiac anom:0.129 Diagnosis:9ccs72:Anxiety dx:0.128 Diagnosis:9ccs70:Schizo/rl dx:0.128 Diagnosis:9ccs223:Birth trauma:0.109 Newborn Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.778 [0.604 5.234] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs213:Cardiac anom:0.441 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.257 Diagnosis:9ccs104:Oth heart dx:0.257 Newborn Diagnosis:9ccs104:Oth heart dx:0.257 Newborn Diagnosis:9ccs239:Superfic inj:0.257 Newborn Diagnosis:9ccs97:Carditis:0.257 Diagnosis:9ccs96:Hrt valve dx:0.208 Lab:292147 TSH - Sunrise:-0.169 Newborn Diagnosis:9ccs96:Hrt valve dx:0.156 Vital: HC Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.492 Correlated most with: Newborn Diagnosis:9ccs253:Allergy:-0.170 Diagnosis:9ccs117:Ot circul dx:-0.101 Diagnosis:9ccs213:Cardiac anom:-0.080 Newborn Diagnosis:9ccs213:Cardiac anom:0.080 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.075 Diagnosis:9ccs244:Other injury:-0.070 Diagnosis:9ccs143:Abdom hernia:-0.068 Diagnosis:9ccs96:Hrt valve dx:-0.066 Diagnosis:9ccs4:Mycoses:-0.062 Diagnosis:9ccs47:Ot bnign neo:-0.054 Lab:297275 STREP RAPID TEST (POCT) | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Lab:297275 STREP RAPID TEST (POCT):1.000 Diagnosis:9ccs145:Int obstruct:0.264 Diagnosis:9ccs3:Oth bact inf:0.138 Diagnosis:9ccs76:Meningitis:0.106 Diagnosis:9ccs105:Conduction:-0.081 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.070 Diagnosis:9ccs153:GI hemorrhag:-0.053 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.048 Diagnosis:9ccs163:Other GU dx:-0.047 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.044 Diagnosis:9ccs258:Other screen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.822 [0.358 1.886] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs258:Other screen:1.000 Diagnosis:9ccs2619:e codes: other specified- nec:0.230 Diagnosis:9ccs239:Superfic inj:0.184 Diagnosis:9ccs137:Mouth dx:0.165 Newborn Diagnosis:9ccs134:Ot uppr resp:0.163 Number of Visits:0.156 Diagnosis:9ccs155:Other GI dx:0.145 Lab:295490 17 HYDROXYPROGESTERONE - LMC:0.117 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:-0.117 Newborn Diagnosis:9ccs47:Ot bnign neo:0.113 Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.421 [0.548 3.688] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs223:Birth trauma:1.000 Newborn Diagnosis:9ccs223:Birth trauma:0.273 Newborn Diagnosis:9ccs2620:E Codes: Unspecified:0.217 Newborn Diagnosis:9ccs229:Fx arm:0.217 Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:0.217 Diagnosis:9ccs70:Schizo/rl dx:0.152 Diagnosis:9ccs2620:E Codes: Unspecified:0.122 Diagnosis:9ccs89:Blindness:0.109 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.087 Diagnosis:9ccs83:Epilepsy/cnv:0.082 Newborn Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.127 [0.478 2.660] | indivs AUC:0.505 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:1.000 Diagnosis:9ccs223:Birth trauma:0.273 Diagnosis:9ccs188:Pelvic obstr:0.184 Newborn Diagnosis:9ccs91:Other eye dx:0.184 Diagnosis:9ccs231:Oth fracture:0.103 Diagnosis:9ccs229:Fx arm:0.103 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.074 Diagnosis:9ccs198:Ot infl skin:0.066 Diagnosis:9ccs83:Epilepsy/cnv:0.066 Diagnosis:9ccs234:Crush injury:0.056 Diagnosis:9ccs205:Back problem | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs205:Back problem:1.000 Diagnosis:9ccs245:Syncope:0.157 Lab:294203 BILIRUBIN TOTAL - LMC:0.095 Diagnosis:9ccs251:Abdomnl pain:0.082 Diagnosis:9ccs133:Oth low resp:0.080 Diagnosis:9ccs224:Ot perint dx:0.077 Diagnosis:9ccs161:Ot dx kidney:0.075 Diagnosis:9ccs216:Nerv cong an:0.073 Number of Visits:0.069 Diagnosis:9ccs48:Thyroid dsor:0.067 Newborn Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 0.555 [0.163 1.885] | indivs AUC:0.499 Correlated most with: Newborn Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.329 Diagnosis:9ccs96:Hrt valve dx:0.250 Newborn Diagnosis:9ccs213:Cardiac anom:0.156 Diagnosis:9ccs2619:e codes: other specified- nec:0.148 Lab:321098 OCCULT BLOOD FECES - Sunrise:0.124 Newborn Diagnosis:9ccs224:Ot perint dx:0.091 Diagnosis:9ccs211:Ot conn tiss:0.084 Diagnosis:9ccs2:Septicemia:0.074 Newborn Diagnosis:9ccs95:Oth nerv dx:0.068 Lab:321981 BILIRUBIN TOTAL - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:1.000 Lab:306617 OCCULT BLOOD TEST (FECAL):0.153 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.142 Lab:292147 TSH - Sunrise:-0.106 Diagnosis:9ccs2603:E Codes: Fall:-0.085 Diagnosis:9ccs151:Oth liver dx:-0.083 Diagnosis:9ccs222:Perint jaund:0.077 Diagnosis:9ccs197:Skin infectn:0.057 Lab:294203 BILIRUBIN TOTAL - LMC:-0.055 Diagnosis:9ccs143:Abdom hernia:-0.054 Diagnosis:9ccs147:Anal/rectal | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.615 [0.558 4.678] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs147:Anal/rectal:1.000 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.249 Diagnosis:9ccs120:Hemmorhoids:0.249 Diagnosis:9ccs229:Fx arm:0.141 Diagnosis:9ccs56:Cystic fibro:0.141 Diagnosis:9ccs155:Other GI dx:0.132 Lab:294048 STOOL CULTURE - LMC:0.120 Lab:297262 HEMOGLOBIN (HEMOCUE):0.094 Diagnosis:9ccs165:Inf male gen:0.094 Newborn Diagnosis:9ccs253:Allergy:0.089 Diagnosis:9ccs153:GI hemorrhag | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.175 [0.023 1.306] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs153:GI hemorrhag:1.000 Diagnosis:9ccs154:Gastroent:0.209 Lab:321098 OCCULT BLOOD FECES - Sunrise:0.190 Lab:294048 STOOL CULTURE - LMC:0.178 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.155 Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.155 Lab:323854 CULTURE FECES - Sunrise:0.127 Diagnosis:9ccs140:Gastritis:0.113 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.095 Diagnosis:9ccs155:Other GI dx:0.088 * Diagnosis:9ccs209:Ot acq defor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 2.766 [1.203 6.358] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs209:Ot acq defor:1.000 Diagnosis:9ccs212:Ot bone dx:0.182 Diagnosis:9ccs2603:E Codes: Fall:0.089 Diagnosis:10ccs58:Ot nutrit dx:0.088 Diagnosis:9ccs62:Coag/hemr dx:0.067 Diagnosis:9ccs0:No DX:0.065 Diagnosis:9ccs253:Allergy:0.058 Diagnosis:9ccs143:Abdom hernia:0.055 Diagnosis:9ccs243:Poisn nonmed:0.054 Diagnosis:9ccs58:Ot nutrit dx:0.050 Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.386 [0.968 5.880] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs117:Ot circul dx:1.000 Diagnosis:9ccs96:Hrt valve dx:0.228 Diagnosis:9ccs213:Cardiac anom:0.225 Newborn Diagnosis:9ccs106:Dysrhythmia:0.222 Diagnosis:9ccs105:Conduction:0.222 Newborn Diagnosis:9ccs97:Carditis:0.222 Newborn Diagnosis:9ccs239:Superfic inj:0.222 Newborn Diagnosis:9ccs104:Oth heart dx:0.222 Newborn Diagnosis:9ccs200:Oth skin dx:0.220 Newborn Diagnosis:9ccs253:Allergy:0.164 Diagnosis:9ccs240:Burns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.830 [0.278 2.482] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs240:Burns:1.000 Diagnosis:9ccs232:Sprain:0.152 Diagnosis:9ccs243:Poisn nonmed:0.124 Number of Visits:0.123 Diagnosis:9ccs258:Other screen:0.093 Diagnosis:9ccs246:FUO:0.092 Diagnosis:9ccs259:Unclassified:0.076 Diagnosis:9ccs239:Superfic inj:0.072 Diagnosis:9ccs89:Blindness:0.068 Diagnosis:9ccs7:Viral infect:0.068 Diagnosis:9ccs141:Ot dx stomch | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:1.000 Diagnosis:9ccs250:Nausea/vomit:0.179 Diagnosis:9ccs214:GI cong anom:0.148 Diagnosis:9ccs251:Abdomnl pain:0.090 Diagnosis:9ccs138:Esophgeal dx:0.088 Diagnosis:9ccs257:Ot aftercare:0.074 Diagnosis:9ccs128:Asthma:0.062 Lab:295669 BILIRUBIN DIRECT - LMC:0.061 Diagnosis:9ccs143:Abdom hernia:0.059 Diagnosis:9ccs224:Ot perint dx:0.052 Diagnosis:9ccs251:Abdomnl pain | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.520 [0.391 5.904] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:1.000 Diagnosis:9ccs141:Ot dx stomch:0.090 Diagnosis:9ccs205:Back problem:0.082 Diagnosis:9ccs55:Fluid/elc dx:0.082 Diagnosis:9ccs136:Teeth dx:0.066 Diagnosis:9ccs153:GI hemorrhag:0.061 Diagnosis:9ccs58:Ot nutrit dx:0.054 Diagnosis:9ccs123:Influenza:0.050 Diagnosis:9ccs154:Gastroent:0.043 Lab:297262 HEMOGLOBIN (HEMOCUE):0.042 Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.386 [0.968 5.880] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs211:Ot conn tiss:1.000 Diagnosis:9ccs204:Ot joint dx:0.255 Diagnosis:9ccs105:Conduction:0.222 Diagnosis:9ccs95:Oth nerv dx:0.147 Diagnosis:9ccs52:Nutrit defic:0.126 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.124 Diagnosis:9ccs134:Ot uppr resp:0.111 Newborn Diagnosis:9ccs200:Oth skin dx:0.107 Newborn Diagnosis:9ccs191:Amnios dx:0.095 Newborn Diagnosis:9ccs96:Hrt valve dx:0.084 Vital: Wt for Len Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Diagnosis:9ccs214:GI cong anom:0.128 Diagnosis:9ccs138:Esophgeal dx:0.089 Diagnosis:9ccs51:Ot endo dsor:-0.084 Diagnosis:9ccs141:Ot dx stomch:0.077 Diagnosis:9ccs3:Oth bact inf:0.077 Diagnosis:9ccs163:Other GU dx:0.074 Diagnosis:9ccs165:Inf male gen:-0.065 Diagnosis:9ccs223:Birth trauma:0.056 Newborn Diagnosis:9ccs96:Hrt valve dx:0.055 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.053 Vital: Wt for Len Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs214:GI cong anom:0.157 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.115 Diagnosis:9ccs141:Ot dx stomch:0.095 Diagnosis:9ccs3:Oth bact inf:0.095 Diagnosis:9ccs134:Ot uppr resp:-0.079 Diagnosis:9ccs223:Birth trauma:0.069 Diagnosis:9ccs89:Blindness:0.059 Newborn Diagnosis:9ccs223:Birth trauma:0.058 Diagnosis:9ccs96:Hrt valve dx:-0.045 Diagnosis:9ccs94:Other ear dx:-0.044 Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs163:Other GU dx:1.000 Newborn Diagnosis:9ccs161:Ot dx kidney:0.202 Diagnosis:9ccs145:Int obstruct:0.164 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.164 Diagnosis:9ccs159:UTI:0.164 Newborn Diagnosis:9ccs217:Ot cong anom:0.147 Diagnosis:9ccs161:Ot dx kidney:0.124 Newborn Diagnosis:9ccs215:gu cong anom:0.110 Diagnosis:9ccs2:Septicemia:0.104 Diagnosis:9ccs247:Lymph enlarg:0.090 Diagnosis:9ccs140:Gastritis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 2.226 [0.724 6.844] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs140:Gastritis:1.000 Diagnosis:9ccs153:GI hemorrhag:0.113 Diagnosis:9ccs213:Cardiac anom:0.098 Newborn Diagnosis:9ccs95:Oth nerv dx:0.093 Lab:323854 CULTURE FECES - Sunrise:-0.080 Diagnosis:9ccs55:Fluid/elc dx:0.070 Newborn Diagnosis:9ccs213:Cardiac anom:0.064 Diagnosis:10ccs58:Ot nutrit dx:0.057 Diagnosis:9ccs257:Ot aftercare:0.056 Diagnosis:9ccs159:UTI:0.052 Diagnosis:9ccs2:Septicemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2:Septicemia:1.000 Diagnosis:9ccs246:FUO:0.166 Newborn Diagnosis:9ccs95:Oth nerv dx:0.130 Diagnosis:9ccs159:UTI:0.129 Diagnosis:9ccs163:Other GU dx:0.104 Newborn Diagnosis:9ccs96:Hrt valve dx:0.074 Diagnosis:9ccs122:Pneumonia:0.071 Number of Visits:0.068 Diagnosis:9ccs92:Otitis media:0.068 Diagnosis:9ccs197:Skin infectn:0.065 Diagnosis:9ccs167:Breast dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs167:Breast dx:1.000 Newborn Diagnosis:9ccs221:Resp distres:0.135 Diagnosis:9ccs134:Ot uppr resp:0.066 Diagnosis:9ccs128:Asthma:0.058 Newborn Diagnosis:9ccs219:Low birth wt:0.038 Diagnosis:9ccs259:Unclassified:0.035 Diagnosis:9ccs136:Teeth dx:0.033 Diagnosis:9ccs217:Ot cong anom:0.031 Diagnosis:9ccs256:Exam/eval:0.030 Diagnosis:9ccs257:Ot aftercare:0.029 Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.352 [0.045 2.758] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs3:Oth bact inf:1.000 Lab:297280 GLUCOSE REAGENT STRIP:0.214 Newborn Diagnosis:9ccs63:Wht blood dx:0.211 Diagnosis:9ccs232:Sprain:0.211 Diagnosis:9ccs247:Lymph enlarg:0.202 Lab:297275 STREP RAPID TEST (POCT):0.138 Diagnosis:9ccs246:FUO:0.131 Diagnosis:9ccs128:Asthma:0.062 Diagnosis:9ccs58:Ot nutrit dx:0.049 Diagnosis:9ccs137:Mouth dx:0.047 Newborn Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.641 [0.141 2.905] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.314 Newborn Diagnosis:9ccs130:Pleurisy:0.276 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.276 Newborn Diagnosis:9ccs91:Other eye dx:0.276 Lab:295490 17 HYDROXYPROGESTERONE - LMC:0.197 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:-0.197 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.183 Lab:292147 TSH - Sunrise:-0.181 Newborn Diagnosis:9ccs256:Exam/eval:0.179 Vital: HC Percentile-gain10to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs5:HIV infectn:0.464 Diagnosis:9ccs234:Crush injury:-0.098 Diagnosis:9ccs48:Thyroid dsor:-0.074 Diagnosis:10ccs58:Ot nutrit dx:-0.064 Diagnosis:9ccs10:Immuniz/scrn:-0.058 Number of Visits:-0.058 Newborn Diagnosis:9ccs259:Unclassified:0.056 Diagnosis:9ccs217:Ot cong anom:-0.048 Diagnosis:9ccs2603:E Codes: Fall:-0.045 Diagnosis:9ccs7:Viral infect:-0.044 Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.293 [0.038 2.259] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs55:Fluid/elc dx:1.000 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.276 Newborn Diagnosis:9ccs216:Nerv cong an:0.157 Newborn Diagnosis:9ccs213:Cardiac anom:0.136 Diagnosis:9ccs62:Coag/hemr dx:0.093 Diagnosis:9ccs219:Low birth wt:0.091 Diagnosis:9ccs251:Abdomnl pain:0.082 Diagnosis:9ccs2603:E Codes: Fall:0.081 Diagnosis:9ccs161:Ot dx kidney:0.075 Diagnosis:9ccs216:Nerv cong an:0.073 Diagnosis:9ccs142:Appendicitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs142:Appendicitis:1.000 Diagnosis:9ccs159:UTI:0.120 Diagnosis:9ccs166:Oth male gen:0.102 Diagnosis:9ccs134:Ot uppr resp:0.074 Diagnosis:9ccs133:Oth low resp:0.059 Diagnosis:9ccs90:Eye infectn:0.041 Diagnosis:9ccs257:Ot aftercare:0.027 Diagnosis:9ccs92:Otitis media:0.026 Diagnosis:9ccs253:Allergy:0.024 Newborn Diagnosis:9ccs224:Ot perint dx:-0.022 Vital: HC Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs0:No DX:-0.067 Diagnosis:9ccs94:Other ear dx:-0.063 Diagnosis:9ccs256:Exam/eval:-0.063 Diagnosis:9ccs136:Teeth dx:-0.056 Diagnosis:9ccs259:Unclassified:0.056 Diagnosis:9ccs2603:E Codes: Fall:-0.055 Diagnosis:9ccs134:Ot uppr resp:-0.050 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.049 Diagnosis:9ccs197:Skin infectn:-0.047 Number of Visits:-0.037 Vital: HC Percentile-avg13to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs5:HIV infectn:0.302 Diagnosis:9ccs122:Pneumonia:0.064 Newborn Diagnosis:9ccs94:Other ear dx:0.057 Newborn Diagnosis:9ccs224:Ot perint dx:0.052 Diagnosis:9ccs127:COPD:-0.052 Diagnosis:9ccs91:Other eye dx:-0.045 Diagnosis:9ccs58:Ot nutrit dx:-0.045 Newborn Diagnosis:9ccs259:Unclassified:0.037 Diagnosis:9ccs96:Hrt valve dx:0.035 Diagnosis:9ccs92:Otitis media:-0.026 Diagnosis:9ccs208:Acq foot def | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs208:Acq foot def:1.000 Newborn Diagnosis:9ccs166:Oth male gen:0.377 Diagnosis:9ccs259:Unclassified:0.056 Diagnosis:9ccs217:Ot cong anom:0.049 Diagnosis:9ccs256:Exam/eval:0.048 Diagnosis:9ccs95:Oth nerv dx:0.045 Newborn Diagnosis:9ccs215:gu cong anom:0.043 Newborn Diagnosis:9ccs217:Ot cong anom:0.042 Diagnosis:9ccs94:Other ear dx:0.041 Diagnosis:9ccs159:UTI:0.035 Lab:306617 OCCULT BLOOD TEST (FECAL) | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Lab:306617 OCCULT BLOOD TEST (FECAL):1.000 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.153 Diagnosis:9ccs247:Lymph enlarg:-0.105 Diagnosis:9ccs91:Other eye dx:-0.100 Diagnosis:9ccs258:Other screen:-0.099 Lab:294203 BILIRUBIN TOTAL - LMC:-0.082 Lab:294048 STOOL CULTURE - LMC:0.080 Lab:295669 BILIRUBIN DIRECT - LMC:-0.078 Diagnosis:9ccs224:Ot perint dx:-0.069 Diagnosis:9ccs222:Perint jaund:-0.068 Diagnosis:9ccs75:Hx mental dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs75:Hx mental dx:1.000 Diagnosis:9ccs113:Late eff CVD:0.127 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.081 Diagnosis:9ccs58:Ot nutrit dx:0.057 Diagnosis:9ccs95:Oth nerv dx:0.057 Diagnosis:9ccs239:Superfic inj:0.056 Diagnosis:9ccs244:Other injury:0.055 Newborn Diagnosis:9ccs217:Ot cong anom:0.053 Diagnosis:9ccs128:Asthma:0.048 Diagnosis:9ccs159:UTI:0.045 Vital: BP-latest | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs221:Resp distres:0.446 Diagnosis:9ccs123:Influenza:0.207 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.132 Diagnosis:9ccs59:Anemia:0.091 Diagnosis:9ccs83:Epilepsy/cnv:-0.088 Diagnosis:9ccs219:Low birth wt:0.087 Diagnosis:9ccs122:Pneumonia:0.072 Diagnosis:9ccs124:Tonsillitis:0.064 Diagnosis:9ccs95:Oth nerv dx:-0.060 Diagnosis:9ccs217:Ot cong anom:-0.051 Diagnosis:9ccs63:Wht blood dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs63:Wht blood dx:1.000 Diagnosis:9ccs64:Ot hematl dx:0.135 Diagnosis:9ccs8:Oth infectns:0.105 Diagnosis:9ccs161:Ot dx kidney:0.072 Diagnosis:9ccs244:Other injury:0.064 Diagnosis:9ccs257:Ot aftercare:0.053 Diagnosis:9ccs159:UTI:0.053 Diagnosis:9ccs7:Viral infect:0.052 Diagnosis:9ccs143:Abdom hernia:0.052 Diagnosis:9ccs92:Otitis media:0.051 Newborn Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs200:Oth skin dx:1.000 Diagnosis:9ccs105:Conduction:0.500 Diagnosis:9ccs117:Ot circul dx:0.220 Newborn Diagnosis:9ccs253:Allergy:0.187 Diagnosis:9ccs219:Low birth wt:0.178 Diagnosis:9ccs47:Ot bnign neo:0.155 Diagnosis:9ccs48:Thyroid dsor:0.130 Diagnosis:9ccs211:Ot conn tiss:0.107 Newborn Diagnosis:9ccs219:Low birth wt:0.089 Number of Visits:0.078 Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.964 [0.268 3.473] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:1.000 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.258 Lab:294147 FREE T4 - LMC:0.232 Lab:292147 TSH - Sunrise:0.175 Diagnosis:9ccs245:Syncope:0.151 Diagnosis:9ccs52:Nutrit defic:0.151 Newborn Diagnosis:9ccs200:Oth skin dx:0.130 Newborn Diagnosis:9ccs253:Allergy:0.096 Diagnosis:9ccs259:Unclassified:0.079 Diagnosis:9ccs216:Nerv cong an:0.070 Diagnosis:9ccs243:Poisn nonmed | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.031 [0.592 6.976] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs243:Poisn nonmed:1.000 Diagnosis:9ccs145:Int obstruct:0.171 Diagnosis:9ccs51:Ot endo dsor:0.148 Diagnosis:9ccs240:Burns:0.124 Lab:292495 LEAD LEVEL - Sunrise:-0.102 Diagnosis:9ccs151:Oth liver dx:0.096 Diagnosis:9ccs92:Otitis media:-0.060 Diagnosis:9ccs209:Ot acq defor:0.054 Diagnosis:9ccs96:Hrt valve dx:0.050 Diagnosis:9ccs215:gu cong anom:0.049 Vital: HC Percentile-gain5to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs216:Nerv cong an:0.125 Diagnosis:9ccs48:Thyroid dsor:0.116 Newborn Diagnosis:9ccs223:Birth trauma:0.076 Diagnosis:9ccs95:Oth nerv dx:0.063 Newborn Diagnosis:9ccs215:gu cong anom:0.058 Diagnosis:9ccs124:Tonsillitis:0.055 Diagnosis:9ccs143:Abdom hernia:0.053 Diagnosis:9ccs166:Oth male gen:0.046 Diagnosis:9ccs257:Ot aftercare:0.045 Diagnosis:9ccs215:gu cong anom:0.045 Vital: HC Percentile-gain7to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs216:Nerv cong an:-0.134 Diagnosis:9ccs234:Crush injury:0.092 Newborn Diagnosis:9ccs223:Birth trauma:-0.082 Diagnosis:9ccs95:Oth nerv dx:-0.068 Newborn Diagnosis:9ccs215:gu cong anom:-0.063 Diagnosis:10ccs58:Ot nutrit dx:0.060 Diagnosis:9ccs124:Tonsillitis:-0.059 Diagnosis:9ccs143:Abdom hernia:-0.057 Diagnosis:9ccs48:Thyroid dsor:-0.055 Diagnosis:9ccs166:Oth male gen:-0.049 Lab:294205 TSH REFLEX TO FT4 - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.506 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:1.000 Lab:294147 FREE T4 - LMC:-0.386 Diagnosis:9ccs204:Ot joint dx:0.350 Diagnosis:9ccs165:Inf male gen:0.089 Diagnosis:9ccs223:Birth trauma:-0.087 Newborn Diagnosis:9ccs223:Birth trauma:-0.074 Diagnosis:9ccs239:Superfic inj:0.065 Diagnosis:9ccs136:Teeth dx:0.056 Diagnosis:9ccs259:Unclassified:0.050 Newborn Diagnosis:9ccs215:gu cong anom:0.048 Vital: HC Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs76:Meningitis:0.097 Diagnosis:9ccs259:Unclassified:-0.053 Diagnosis:9ccs137:Mouth dx:0.053 Diagnosis:9ccs4:Mycoses:0.050 Lab:294048 STOOL CULTURE - LMC:0.050 Lab:295669 BILIRUBIN DIRECT - LMC:-0.037 Lab:306617 OCCULT BLOOD TEST (FECAL):0.036 Diagnosis:9ccs153:GI hemorrhag:0.033 Diagnosis:9ccs135:Intest infct:-0.029 Diagnosis:9ccs138:Esophgeal dx:-0.029 Vital: HC Percentile-gain13to19 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs5:HIV infectn:-0.403 Diagnosis:9ccs128:Asthma:0.059 Diagnosis:9ccs10:Immuniz/scrn:0.055 Diagnosis:9ccs198:Ot infl skin:0.055 Newborn Diagnosis:9ccs259:Unclassified:-0.049 Diagnosis:9ccs7:Viral infect:0.046 Diagnosis:9ccs253:Allergy:0.046 Diagnosis:9ccs125:Bronchitis:0.042 Diagnosis:9ccs200:Oth skin dx:0.041 Diagnosis:9ccs92:Otitis media:0.034 Diagnosis:9ccs2620:E Codes: Unspecified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2620:E Codes: Unspecified:1.000 Diagnosis:9ccs117:Ot circul dx:0.126 Diagnosis:9ccs223:Birth trauma:0.122 Diagnosis:9ccs8:Oth infectns:0.122 Diagnosis:9ccs89:Blindness:0.103 Diagnosis:9ccs2603:E Codes: Fall:0.091 Diagnosis:9ccs258:Other screen:0.090 Diagnosis:9ccs4:Mycoses:0.076 Number of Visits:0.066 Diagnosis:9ccs198:Ot infl skin:0.064 Diagnosis:9ccs242:Poisn ot med | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs242:Poisn ot med:1.000 Diagnosis:9ccs188:Pelvic obstr:0.315 Lab:294199 BILIRUBIN SCAN - LMC:-0.266 Diagnosis:9ccs92:Otitis media:0.066 Number of Visits:0.062 Diagnosis:9ccs222:Perint jaund:0.061 Diagnosis:9ccs122:Pneumonia:0.052 Diagnosis:9ccs0:No DX:0.051 Diagnosis:9ccs123:Influenza:0.050 Newborn Diagnosis:9ccs223:Birth trauma:0.050 Vital: HC Percentile-gain3to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.500 Correlated most with: Lab:294048 STOOL CULTURE - LMC:-0.105 Diagnosis:9ccs2603:E Codes: Fall:-0.093 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.075 Diagnosis:9ccs153:GI hemorrhag:-0.069 Diagnosis:9ccs76:Meningitis:-0.055 Diagnosis:9ccs154:Gastroent:-0.053 Diagnosis:9ccs92:Otitis media:-0.051 Newborn Diagnosis:9ccs224:Ot perint dx:0.048 Diagnosis:9ccs90:Eye infectn:-0.047 Diagnosis:9ccs4:Mycoses:-0.046 Lab:323700 CULTURE THROAT W SENS - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.502 Correlated most with: Lab:323700 CULTURE THROAT W SENS - Sunrise:1.000 Diagnosis:9ccs211:Ot conn tiss:-0.124 Diagnosis:9ccs234:Crush injury:0.071 Diagnosis:9ccs215:gu cong anom:-0.061 Diagnosis:9ccs113:Late eff CVD:0.059 Diagnosis:9ccs135:Intest infct:-0.059 Diagnosis:9ccs166:Oth male gen:-0.059 Diagnosis:9ccs127:COPD:-0.052 Diagnosis:9ccs222:Perint jaund:0.052 Lab:297275 STREP RAPID TEST (POCT):-0.044 Vital: HC Percentile-avg7to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:-0.157 Newborn Diagnosis:9ccs215:gu cong anom:-0.120 Diagnosis:9ccs124:Tonsillitis:-0.113 Diagnosis:9ccs215:gu cong anom:-0.093 Diagnosis:9ccs58:Ot nutrit dx:-0.069 Diagnosis:9ccs74:Ot mentl cnd:-0.062 Diagnosis:9ccs10:Immuniz/scrn:0.052 Diagnosis:9ccs90:Eye infectn:-0.046 Diagnosis:9ccs135:Intest infct:-0.041 Diagnosis:9ccs92:Otitis media:-0.037 Diagnosis:9ccs212:Ot bone dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs212:Ot bone dx:1.000 Diagnosis:9ccs44:Neoplsm unsp:0.315 Diagnosis:9ccs209:Ot acq defor:0.182 Diagnosis:9ccs0:No DX:0.085 Diagnosis:9ccs89:Blindness:0.077 Diagnosis:9ccs47:Ot bnign neo:0.064 Diagnosis:9ccs96:Hrt valve dx:0.058 Diagnosis:9ccs58:Ot nutrit dx:0.057 Newborn Diagnosis:9ccs217:Ot cong anom:0.053 Diagnosis:9ccs213:Cardiac anom:0.051 Vital: HC Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2603:E Codes: Fall:-0.097 Diagnosis:9ccs0:No DX:-0.086 Lab:294048 STOOL CULTURE - LMC:0.082 Diagnosis:9ccs136:Teeth dx:-0.072 Diagnosis:9ccs94:Other ear dx:-0.064 Diagnosis:9ccs134:Ot uppr resp:-0.064 Diagnosis:9ccs197:Skin infectn:-0.061 Lab:306617 OCCULT BLOOD TEST (FECAL):0.058 Diagnosis:9ccs76:Meningitis:-0.054 Diagnosis:9ccs153:GI hemorrhag:0.054 Diagnosis:9ccs106:Dysrhythmia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs106:Dysrhythmia:1.000 Newborn Diagnosis:9ccs47:Ot bnign neo:0.353 Newborn Diagnosis:9ccs191:Amnios dx:0.222 Diagnosis:9ccs239:Superfic inj:0.107 Diagnosis:9ccs83:Epilepsy/cnv:0.102 Diagnosis:9ccs258:Other screen:0.076 Diagnosis:9ccs161:Ot dx kidney:0.072 Diagnosis:9ccs165:Inf male gen:0.065 Newborn Diagnosis:9ccs215:gu cong anom:0.064 Newborn Diagnosis:9ccs217:Ot cong anom:0.061 Newborn Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs216:Nerv cong an:1.000 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.577 Diagnosis:9ccs62:Coag/hemr dx:0.202 Diagnosis:9ccs216:Nerv cong an:0.164 Diagnosis:9ccs55:Fluid/elc dx:0.157 Newborn Diagnosis:9ccs213:Cardiac anom:0.146 Diagnosis:9ccs96:Hrt valve dx:0.131 Diagnosis:9ccs117:Ot circul dx:0.126 Diagnosis:9ccs83:Epilepsy/cnv:0.119 Lab:295669 BILIRUBIN DIRECT - LMC:-0.109 Diagnosis:9ccs236:Opn wnd extr | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs236:Opn wnd extr:1.000 Newborn Diagnosis:9ccs95:Oth nerv dx:0.202 Newborn Diagnosis:9ccs213:Cardiac anom:0.146 Diagnosis:9ccs244:Other injury:0.076 Diagnosis:9ccs213:Cardiac anom:0.071 Diagnosis:9ccs125:Bronchitis:0.067 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.050 Newborn Diagnosis:9ccs94:Other ear dx:-0.050 Newborn Diagnosis:9ccs256:Exam/eval:0.049 Diagnosis:9ccs127:COPD:0.044 Vital: HC Percentile-avg10to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs234:Crush injury:-0.107 Diagnosis:9ccs48:Thyroid dsor:0.099 Diagnosis:9ccs127:COPD:0.059 Diagnosis:9ccs224:Ot perint dx:0.049 Diagnosis:9ccs250:Nausea/vomit:0.047 Diagnosis:10ccs58:Ot nutrit dx:0.046 Diagnosis:9ccs198:Ot infl skin:0.043 Diagnosis:9ccs125:Bronchitis:-0.040 Diagnosis:9ccs122:Pneumonia:-0.039 Diagnosis:9ccs256:Exam/eval:0.038 Lab:294147 FREE T4 - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.506 Correlated most with: Lab:294147 FREE T4 - LMC:1.000 Diagnosis:9ccs204:Ot joint dx:-0.434 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.386 Diagnosis:9ccs48:Thyroid dsor:0.232 Diagnosis:9ccs165:Inf male gen:-0.110 Diagnosis:9ccs136:Teeth dx:-0.069 Diagnosis:9ccs143:Abdom hernia:0.062 Diagnosis:9ccs90:Eye infectn:-0.041 Diagnosis:9ccs125:Bronchitis:-0.040 Diagnosis:9ccs133:Oth low resp:0.035 Newborn Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs155:Other GI dx:1.000 Diagnosis:9ccs56:Cystic fibro:0.287 Newborn Diagnosis:9ccs221:Resp distres:0.135 Newborn Diagnosis:9ccs256:Exam/eval:0.091 Newborn Diagnosis:9ccs219:Low birth wt:0.089 Diagnosis:9ccs217:Ot cong anom:0.075 Diagnosis:9ccs95:Oth nerv dx:0.065 Newborn Diagnosis:9ccs222:Perint jaund:0.062 Diagnosis:9ccs213:Cardiac anom:0.059 Diagnosis:9ccs124:Tonsillitis:0.059 Lab:294495 LEAD, BLOOD - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:294495 LEAD, BLOOD - LMC:1.000 Diagnosis:9ccs95:Oth nerv dx:-0.103 Newborn Diagnosis:9ccs217:Ot cong anom:0.099 Lab:294203 BILIRUBIN TOTAL - LMC:-0.074 Newborn Diagnosis:9ccs256:Exam/eval:0.073 Diagnosis:9ccs136:Teeth dx:0.065 Lab:295669 BILIRUBIN DIRECT - LMC:-0.059 Diagnosis:9ccs96:Hrt valve dx:-0.059 Diagnosis:9ccs94:Other ear dx:-0.058 Diagnosis:9ccs134:Ot uppr resp:0.058 Diagnosis:9ccs56:Cystic fibro | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs56:Cystic fibro:1.000 Newborn Diagnosis:9ccs155:Other GI dx:0.287 Diagnosis:9ccs147:Anal/rectal:0.141 Newborn Diagnosis:9ccs259:Unclassified:0.132 Diagnosis:9ccs123:Influenza:0.103 Diagnosis:9ccs91:Other eye dx:0.084 Diagnosis:9ccs165:Inf male gen:0.078 Diagnosis:9ccs213:Cardiac anom:0.071 Diagnosis:9ccs159:UTI:0.064 Diagnosis:9ccs224:Ot perint dx:0.058 Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs216:Nerv cong an:1.000 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.288 Newborn Diagnosis:9ccs133:Oth low resp:0.202 Newborn Diagnosis:9ccs216:Nerv cong an:0.164 Diagnosis:9ccs95:Oth nerv dx:0.156 Diagnosis:9ccs83:Epilepsy/cnv:0.115 Diagnosis:9ccs59:Anemia:0.108 Diagnosis:9ccs62:Coag/hemr dx:0.097 Diagnosis:9ccs74:Ot mentl cnd:0.078 Diagnosis:9ccs55:Fluid/elc dx:0.073 Newborn Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs55:Fluid/elc dx:1.000 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.577 Newborn Diagnosis:9ccs161:Ot dx kidney:0.407 Diagnosis:9ccs163:Other GU dx:0.164 Newborn Diagnosis:9ccs221:Resp distres:0.157 Newborn Diagnosis:9ccs222:Perint jaund:0.121 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.111 Newborn Diagnosis:9ccs256:Exam/eval:0.109 Diagnosis:9ccs247:Lymph enlarg:0.096 Diagnosis:9ccs161:Ot dx kidney:0.085 Lab:292147 TSH - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Lab:292147 TSH - Sunrise:1.000 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.723 Newborn Diagnosis:9ccs221:Resp distres:-0.181 Diagnosis:9ccs48:Thyroid dsor:0.175 Newborn Diagnosis:9ccs213:Cardiac anom:-0.169 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.106 Diagnosis:9ccs95:Oth nerv dx:-0.095 Diagnosis:9ccs213:Cardiac anom:-0.088 Newborn Diagnosis:9ccs259:Unclassified:-0.079 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.068 Lab:297280 GLUCOSE REAGENT STRIP | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:297280 GLUCOSE REAGENT STRIP:1.000 Diagnosis:9ccs232:Sprain:0.500 Diagnosis:9ccs3:Oth bact inf:0.214 Diagnosis:9ccs138:Esophgeal dx:0.082 Diagnosis:9ccs256:Exam/eval:0.062 Diagnosis:9ccs58:Ot nutrit dx:0.058 Diagnosis:9ccs133:Oth low resp:0.049 Diagnosis:9ccs10:Immuniz/scrn:-0.044 Diagnosis:9ccs90:Eye infectn:0.039 Diagnosis:9ccs126:Ot up rsp in:-0.038 Newborn Diagnosis:9ccs134:Ot uppr resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs134:Ot uppr resp:1.000 Diagnosis:9ccs258:Other screen:0.163 Diagnosis:9ccs137:Mouth dx:0.103 Diagnosis:9ccs136:Teeth dx:0.085 Diagnosis:9ccs91:Other eye dx:0.076 Diagnosis:9ccs239:Superfic inj:0.074 Diagnosis:9ccs94:Other ear dx:0.074 Diagnosis:9ccs113:Late eff CVD:0.073 Diagnosis:9ccs59:Anemia:0.070 Diagnosis:9ccs4:Mycoses:0.070 Newborn Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.504 Correlated most with: Newborn Diagnosis:9ccs95:Oth nerv dx:1.000 Newborn Diagnosis:9ccs138:Esophgeal dx:0.353 Newborn Diagnosis:9ccs68:Senil/org mn:0.353 Diagnosis:9ccs236:Opn wnd extr:0.202 Diagnosis:9ccs2:Septicemia:0.130 Newborn Diagnosis:9ccs253:Allergy:0.130 Newborn Diagnosis:9ccs256:Exam/eval:0.093 Diagnosis:9ccs140:Gastritis:0.093 Newborn Diagnosis:9ccs213:Cardiac anom:0.086 Diagnosis:9ccs217:Ot cong anom:0.075 Diagnosis:9ccs109:Acute CVD | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs109:Acute CVD:1.000 Newborn Diagnosis:9ccs217:Ot cong anom:0.135 Diagnosis:9ccs224:Ot perint dx:0.110 Diagnosis:9ccs137:Mouth dx:0.103 Diagnosis:9ccs127:COPD:0.089 Number of Visits:0.085 Diagnosis:9ccs136:Teeth dx:0.085 Diagnosis:9ccs217:Ot cong anom:0.082 Diagnosis:9ccs256:Exam/eval:0.081 Diagnosis:9ccs96:Hrt valve dx:0.076 Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:1.000 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.353 Newborn Diagnosis:9ccs216:Nerv cong an:0.202 Diagnosis:9ccs83:Epilepsy/cnv:0.144 Lab:295669 BILIRUBIN DIRECT - LMC:-0.113 Diagnosis:9ccs47:Ot bnign neo:0.105 Diagnosis:9ccs166:Oth male gen:0.098 Diagnosis:9ccs216:Nerv cong an:0.097 Diagnosis:9ccs55:Fluid/elc dx:0.093 Diagnosis:9ccs197:Skin infectn:0.086 Lab:321098 OCCULT BLOOD FECES - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:321098 OCCULT BLOOD FECES - Sunrise:1.000 Diagnosis:9ccs2619:e codes: other specified- nec:-0.204 Diagnosis:9ccs153:GI hemorrhag:0.190 Newborn Diagnosis:9ccs96:Hrt valve dx:0.124 Diagnosis:9ccs2603:E Codes: Fall:-0.097 Diagnosis:9ccs258:Other screen:-0.096 Diagnosis:9ccs134:Ot uppr resp:0.070 Diagnosis:10ccs58:Ot nutrit dx:-0.068 Diagnosis:9ccs4:Mycoses:0.068 Diagnosis:9ccs166:Oth male gen:-0.062 Newborn Diagnosis:9ccs191:Amnios dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:1.000 Newborn Diagnosis:9ccs47:Ot bnign neo:0.315 Newborn Diagnosis:9ccs217:Ot cong anom:0.240 Diagnosis:9ccs106:Dysrhythmia:0.222 Diagnosis:9ccs211:Ot conn tiss:0.095 Diagnosis:9ccs117:Ot circul dx:0.095 Diagnosis:9ccs83:Epilepsy/cnv:0.090 Diagnosis:9ccs89:Blindness:0.077 Diagnosis:9ccs90:Eye infectn:0.067 Diagnosis:9ccs258:Other screen:0.067 Diagnosis:9ccs232:Sprain | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs232:Sprain:1.000 Lab:297280 GLUCOSE REAGENT STRIP:0.500 Diagnosis:9ccs246:FUO:0.315 Diagnosis:9ccs3:Oth bact inf:0.211 Diagnosis:9ccs240:Burns:0.152 Diagnosis:9ccs256:Exam/eval:0.114 Diagnosis:9ccs58:Ot nutrit dx:0.106 Diagnosis:9ccs159:UTI:0.081 Diagnosis:9ccs138:Esophgeal dx:0.075 Diagnosis:9ccs10:Immuniz/scrn:-0.071 Diagnosis:9ccs98:HTN | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs98:HTN:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.139 Diagnosis:9ccs215:gu cong anom:0.106 Newborn Diagnosis:9ccs256:Exam/eval:0.097 Newborn Diagnosis:9ccs219:Low birth wt:0.095 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs239:Superfic inj:0.074 Newborn Diagnosis:9ccs222:Perint jaund:0.070 Diagnosis:9ccs74:Ot mentl cnd:0.066 Diagnosis:9ccs133:Oth low resp:0.059 Lab:294199 BILIRUBIN SCAN - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Lab:294199 BILIRUBIN SCAN - LMC:1.000 Diagnosis:9ccs242:Poisn ot med:-0.266 Diagnosis:9ccs52:Nutrit defic:0.104 Diagnosis:9ccs143:Abdom hernia:-0.104 Newborn Diagnosis:9ccs256:Exam/eval:-0.086 Diagnosis:9ccs256:Exam/eval:-0.074 Diagnosis:9ccs239:Superfic inj:-0.069 Diagnosis:9ccs128:Asthma:-0.063 Diagnosis:9ccs136:Teeth dx:0.044 MatDeliveryAge:-0.039 Diagnosis:9ccs104:Oth heart dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs104:Oth heart dx:1.000 Newborn Diagnosis:9ccs213:Cardiac anom:0.257 Diagnosis:9ccs213:Cardiac anom:0.132 Newborn Diagnosis:9ccs219:Low birth wt:0.095 Diagnosis:9ccs259:Unclassified:0.089 Diagnosis:9ccs134:Ot uppr resp:0.074 Diagnosis:9ccs126:Ot up rsp in:-0.040 Number of Visits:-0.035 Diagnosis:9ccs257:Ot aftercare:0.027 Diagnosis:9ccs253:Allergy:-0.023 Lab:295490 17 HYDROXYPROGESTERONE - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:-1.000 Lab:295490 17 HYDROXYPROGESTERONE - LMC:1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):0.307 Newborn Diagnosis:9ccs221:Resp distres:0.197 Diagnosis:9ccs153:GI hemorrhag:-0.155 Diagnosis:9ccs219:Low birth wt:-0.130 Diagnosis:9ccs258:Other screen:0.117 Diagnosis:9ccs215:gu cong anom:0.079 Diagnosis:9ccs137:Mouth dx:0.077 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.074 Diagnosis:9ccs214:GI cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs214:GI cong anom:1.000 Diagnosis:9ccs141:Ot dx stomch:0.148 Diagnosis:9ccs138:Esophgeal dx:0.106 Diagnosis:9ccs127:COPD:0.083 Diagnosis:9ccs217:Ot cong anom:0.075 Diagnosis:9ccs47:Ot bnign neo:0.074 Diagnosis:9ccs197:Skin infectn:0.060 Diagnosis:9ccs155:Other GI dx:0.052 Diagnosis:9ccs135:Intest infct:0.052 Diagnosis:9ccs133:Oth low resp:0.050 Newborn Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs253:Allergy:1.000 Newborn Diagnosis:9ccs138:Esophgeal dx:0.377 Diagnosis:9ccs219:Low birth wt:0.271 Newborn Diagnosis:9ccs256:Exam/eval:0.218 Newborn Diagnosis:9ccs219:Low birth wt:0.213 Newborn Diagnosis:9ccs200:Oth skin dx:0.187 Newborn Diagnosis:9ccs222:Perint jaund:0.185 Diagnosis:9ccs117:Ot circul dx:0.164 Newborn Diagnosis:9ccs95:Oth nerv dx:0.130 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.103 Diagnosis:9ccs245:Syncope | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs245:Syncope:1.000 Diagnosis:9ccs83:Epilepsy/cnv:0.243 Diagnosis:9ccs205:Back problem:0.157 Diagnosis:9ccs48:Thyroid dsor:0.151 Newborn Diagnosis:9ccs213:Cardiac anom:0.146 Diagnosis:9ccs96:Hrt valve dx:0.131 Diagnosis:9ccs117:Ot circul dx:0.126 Lab:294203 BILIRUBIN TOTAL - LMC:0.115 Lab:295669 BILIRUBIN DIRECT - LMC:0.088 Diagnosis:9ccs161:Ot dx kidney:0.085 Diagnosis:9ccs246:FUO | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs246:FUO:1.000 Diagnosis:9ccs232:Sprain:0.315 Diagnosis:9ccs2:Septicemia:0.166 Diagnosis:9ccs3:Oth bact inf:0.131 Diagnosis:9ccs239:Superfic inj:0.093 Diagnosis:9ccs240:Burns:0.092 Number of Visits:0.080 Diagnosis:9ccs123:Influenza:0.077 Diagnosis:9ccs247:Lymph enlarg:0.071 Diagnosis:9ccs154:Gastroent:0.069 Diagnosis:9ccs44:Neoplsm unsp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs44:Neoplsm unsp:1.000 Diagnosis:9ccs212:Ot bone dx:0.315 Diagnosis:9ccs47:Ot bnign neo:0.109 Diagnosis:9ccs91:Other eye dx:0.108 Diagnosis:9ccs213:Cardiac anom:0.090 Diagnosis:9ccs224:Ot perint dx:0.074 Diagnosis:9ccs0:No DX:0.069 Diagnosis:9ccs126:Ot up rsp in:-0.056 Diagnosis:9ccs96:Hrt valve dx:0.048 Diagnosis:9ccs239:Superfic inj:0.047 Newborn Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs58:Ot nutrit dx:1.000 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.577 Newborn Diagnosis:9ccs221:Resp distres:0.276 Diagnosis:9ccs213:Cardiac anom:0.132 Diagnosis:9ccs143:Abdom hernia:0.119 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.099 Newborn Diagnosis:9ccs94:Other ear dx:-0.098 Newborn Diagnosis:9ccs256:Exam/eval:0.097 Newborn Diagnosis:9ccs219:Low birth wt:0.095 Diagnosis:9ccs259:Unclassified:0.089 Diagnosis:9ccs145:Int obstruct | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs145:Int obstruct:1.000 Lab:297275 STREP RAPID TEST (POCT):0.264 Diagnosis:9ccs89:Blindness:0.211 Diagnosis:9ccs243:Poisn nonmed:0.171 Diagnosis:9ccs163:Other GU dx:0.164 Diagnosis:9ccs250:Nausea/vomit:0.053 Newborn Diagnosis:9ccs219:Low birth wt:0.048 Diagnosis:9ccs253:Allergy:-0.041 Diagnosis:9ccs217:Ot cong anom:0.039 Lab:292495 LEAD LEVEL - Sunrise:-0.039 Lab:294048 STOOL CULTURE - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:294048 STOOL CULTURE - LMC:1.000 Diagnosis:9ccs153:GI hemorrhag:0.178 Diagnosis:9ccs154:Gastroent:0.139 Diagnosis:9ccs147:Anal/rectal:0.120 Diagnosis:9ccs165:Inf male gen:-0.119 Lab:306617 OCCULT BLOOD TEST (FECAL):0.080 Diagnosis:9ccs256:Exam/eval:0.071 Diagnosis:9ccs134:Ot uppr resp:-0.066 Diagnosis:9ccs4:Mycoses:0.064 Diagnosis:9ccs74:Ot mentl cnd:-0.061 Diagnosis:9ccs6:Hepatitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs6:Hepatitis:1.000 Diagnosis:9ccs128:Asthma:0.071 Diagnosis:9ccs135:Intest infct:0.068 Diagnosis:9ccs125:Bronchitis:0.067 Diagnosis:9ccs159:UTI:0.064 Diagnosis:9ccs137:Mouth dx:0.053 Diagnosis:9ccs96:Hrt valve dx:0.035 Diagnosis:9ccs94:Other ear dx:0.034 Diagnosis:9ccs134:Ot uppr resp:0.034 Diagnosis:9ccs151:Oth liver dx:0.033 Diagnosis:9ccs230:Fx leg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs230:Fx leg:1.000 Diagnosis:9ccs244:Other injury:0.139 Diagnosis:9ccs138:Esophgeal dx:0.111 Diagnosis:9ccs166:Oth male gen:0.102 Diagnosis:9ccs127:COPD:0.089 Diagnosis:9ccs217:Ot cong anom:0.082 Diagnosis:9ccs96:Hrt valve dx:0.076 Diagnosis:9ccs94:Other ear dx:0.074 Diagnosis:9ccs134:Ot uppr resp:0.074 Diagnosis:9ccs113:Late eff CVD:0.073 Diagnosis:9ccs231:Oth fracture | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs231:Oth fracture:1.000 Diagnosis:9ccs228:Fx skull fac:0.407 Diagnosis:9ccs229:Fx arm:0.332 Diagnosis:9ccs83:Epilepsy/cnv:0.119 Newborn Diagnosis:9ccs223:Birth trauma:0.103 Diagnosis:9ccs222:Perint jaund:0.067 Diagnosis:9ccs257:Ot aftercare:0.046 Diagnosis:9ccs7:Viral infect:0.045 Diagnosis:9ccs127:COPD:0.044 Diagnosis:9ccs253:Allergy:-0.041 Diagnosis:9ccs61:Sickle cell | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs61:Sickle cell:1.000 Diagnosis:9ccs8:Oth infectns:0.105 Diagnosis:9ccs134:Ot uppr resp:0.066 Lab:297262 HEMOGLOBIN (HEMOCUE):0.060 Diagnosis:9ccs128:Asthma:0.058 Newborn Diagnosis:9ccs224:Ot perint dx:0.052 Diagnosis:9ccs215:gu cong anom:0.045 Diagnosis:9ccs7:Viral infect:-0.044 Newborn Diagnosis:9ccs219:Low birth wt:0.038 Diagnosis:9ccs259:Unclassified:0.035 Diagnosis:9ccs204:Ot joint dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs204:Ot joint dx:1.000 Lab:294147 FREE T4 - LMC:-0.434 Lab:294205 TSH REFLEX TO FT4 - LMC:0.350 Diagnosis:9ccs211:Ot conn tiss:0.255 Diagnosis:9ccs165:Inf male gen:0.078 Diagnosis:9ccs244:Other injury:0.076 Diagnosis:9ccs125:Bronchitis:0.067 Diagnosis:9ccs215:gu cong anom:0.055 Number of Visits:0.054 Diagnosis:9ccs250:Nausea/vomit:0.053 Vital: HC Percentile-avg16to19 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs96:Hrt valve dx:0.059 Diagnosis:9ccs122:Pneumonia:0.057 Diagnosis:9ccs128:Asthma:-0.053 Diagnosis:9ccs198:Ot infl skin:-0.049 Diagnosis:9ccs126:Ot up rsp in:-0.038 Diagnosis:9ccs135:Intest infct:-0.038 Diagnosis:9ccs125:Bronchitis:-0.038 Diagnosis:9ccs200:Oth skin dx:-0.037 Diagnosis:9ccs257:Ot aftercare:-0.034 Newborn Diagnosis:9ccs224:Ot perint dx:0.034 Vital: BP-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs221:Resp distres:0.409 Diagnosis:9ccs123:Influenza:0.148 Diagnosis:9ccs247:Lymph enlarg:-0.139 Diagnosis:9ccs244:Other injury:-0.113 Diagnosis:9ccs0:No DX:-0.086 Diagnosis:9ccs259:Unclassified:-0.075 Diagnosis:9ccs91:Other eye dx:-0.066 Diagnosis:9ccs239:Superfic inj:-0.064 Diagnosis:9ccs134:Ot uppr resp:-0.064 Diagnosis:9ccs122:Pneumonia:0.064 Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs221:Resp distres:1.000 Diagnosis:9ccs123:Influenza:0.128 Diagnosis:9ccs125:Bronchitis:0.055 Diagnosis:9ccs122:Pneumonia:0.046 Diagnosis:9ccs59:Anemia:0.044 Number of Visits:0.042 Diagnosis:9ccs128:Asthma:0.041 Diagnosis:9ccs253:Allergy:-0.033 Diagnosis:9ccs10:Immuniz/scrn:-0.028 MatDeliveryAge:0.026 Newborn Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs161:Ot dx kidney:1.000 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.407 Diagnosis:9ccs161:Ot dx kidney:0.218 Diagnosis:9ccs163:Other GU dx:0.202 Newborn Diagnosis:9ccs215:gu cong anom:0.197 Diagnosis:9ccs247:Lymph enlarg:0.120 Diagnosis:9ccs95:Oth nerv dx:0.098 Newborn Diagnosis:9ccs217:Ot cong anom:0.093 Diagnosis:9ccs215:gu cong anom:0.071 Diagnosis:9ccs256:Exam/eval:0.052 Diagnosis:9ccs229:Fx arm | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs229:Fx arm:1.000 Diagnosis:9ccs231:Oth fracture:0.332 Diagnosis:9ccs147:Anal/rectal:0.141 Diagnosis:9ccs83:Epilepsy/cnv:0.119 Newborn Diagnosis:9ccs223:Birth trauma:0.103 Diagnosis:9ccs258:Other screen:0.090 Diagnosis:9ccs134:Ot uppr resp:0.081 Diagnosis:9ccs165:Inf male gen:0.078 Newborn Diagnosis:9ccs217:Ot cong anom:0.073 Diagnosis:9ccs137:Mouth dx:0.053 Diagnosis:9ccs5:HIV infectn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs5:HIV infectn:1.000 Newborn Diagnosis:9ccs259:Unclassified:0.116 Diagnosis:9ccs10:Immuniz/scrn:-0.050 MatDeliveryAge:0.032 Newborn Diagnosis:9ccs224:Ot perint dx:0.026 Diagnosis:9ccs253:Allergy:-0.023 Diagnosis:9ccs92:Otitis media:-0.022 Diagnosis:9ccs7:Viral infect:-0.022 Diagnosis:9ccs257:Ot aftercare:-0.021 Diagnosis:9ccs200:Oth skin dx:-0.015 Vital: HC Percentile-gain16to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:0.175 Diagnosis:9ccs95:Oth nerv dx:0.119 Diagnosis:9ccs138:Esophgeal dx:0.095 Diagnosis:9ccs224:Ot perint dx:0.094 Diagnosis:9ccs217:Ot cong anom:0.073 Diagnosis:9ccs94:Other ear dx:0.067 Diagnosis:9ccs134:Ot uppr resp:0.066 Diagnosis:9ccs113:Late eff CVD:0.066 Diagnosis:9ccs4:Mycoses:0.064 Diagnosis:9ccs74:Ot mentl cnd:0.061 Newborn Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs136:Teeth dx:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.066 Newborn Diagnosis:9ccs94:Other ear dx:-0.065 Newborn Diagnosis:9ccs256:Exam/eval:0.065 Diagnosis:9ccs113:Late eff CVD:0.046 Diagnosis:9ccs59:Anemia:0.044 Number of Visits:-0.044 Newborn Diagnosis:9ccs224:Ot perint dx:0.037 Diagnosis:9ccs198:Ot infl skin:0.036 Diagnosis:9ccs133:Oth low resp:0.035 Diagnosis:9ccs115:Aneurysm | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs115:Aneurysm:1.000 Diagnosis:9ccs161:Ot dx kidney:0.154 Diagnosis:9ccs213:Cardiac anom:0.132 Diagnosis:9ccs137:Mouth dx:0.103 Diagnosis:9ccs136:Teeth dx:0.085 Diagnosis:9ccs96:Hrt valve dx:0.076 MatDeliveryAge:0.068 Diagnosis:9ccs155:Other GI dx:0.040 Diagnosis:9ccs125:Bronchitis:0.039 Newborn Diagnosis:9ccs224:Ot perint dx:0.026 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:1.000 Lab:295490 17 HYDROXYPROGESTERONE - LMC:-1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.307 Newborn Diagnosis:9ccs221:Resp distres:-0.197 Diagnosis:9ccs153:GI hemorrhag:0.155 Diagnosis:9ccs219:Low birth wt:0.130 Diagnosis:9ccs258:Other screen:-0.117 Diagnosis:9ccs215:gu cong anom:-0.079 Diagnosis:9ccs137:Mouth dx:-0.077 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.074 Vital: HC Percentile-avg5to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs259:Unclassified:0.077 Diagnosis:9ccs198:Ot infl skin:0.056 Diagnosis:9ccs127:COPD:-0.051 Diagnosis:9ccs155:Other GI dx:0.043 Diagnosis:9ccs135:Intest infct:0.043 Newborn Diagnosis:9ccs224:Ot perint dx:-0.038 Diagnosis:9ccs126:Ot up rsp in:-0.029 Diagnosis:9ccs7:Viral infect:0.026 Diagnosis:9ccs256:Exam/eval:-0.023 Diagnosis:9ccs222:Perint jaund:-0.019 Diagnosis:9ccs2611:E Codes: Natural/environment | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2611:E Codes: Natural/environment:1.000 Diagnosis:9ccs219:Low birth wt:0.126 Diagnosis:9ccs213:Cardiac anom:0.090 Diagnosis:9ccs224:Ot perint dx:0.074 Diagnosis:9ccs250:Nausea/vomit:0.069 Newborn Diagnosis:9ccs94:Other ear dx:-0.065 Diagnosis:9ccs259:Unclassified:0.059 Diagnosis:9ccs136:Teeth dx:0.055 Diagnosis:9ccs58:Ot nutrit dx:0.048 Diagnosis:9ccs59:Anemia:0.044 Vital: BP-avg16to19 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs256:Exam/eval:0.073 Diagnosis:9ccs136:Teeth dx:0.065 Diagnosis:9ccs217:Ot cong anom:0.063 Diagnosis:9ccs91:Other eye dx:0.059 Diagnosis:9ccs96:Hrt valve dx:-0.059 Diagnosis:9ccs151:Oth liver dx:0.057 Diagnosis:9ccs122:Pneumonia:-0.057 Lab:295669 BILIRUBIN DIRECT - LMC:-0.057 Diagnosis:9ccs59:Anemia:0.055 Diagnosis:9ccs74:Ot mentl cnd:0.053 Lab:323825 STREP SCREEN THROAT - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:1.000 Diagnosis:9ccs147:Anal/rectal:-0.073 Diagnosis:9ccs113:Late eff CVD:0.070 Lab:297275 STREP RAPID TEST (POCT):-0.070 Diagnosis:9ccs122:Pneumonia:0.070 Diagnosis:9ccs74:Ot mentl cnd:0.065 Diagnosis:9ccs89:Blindness:-0.054 Diagnosis:9ccs91:Other eye dx:-0.048 Diagnosis:9ccs90:Eye infectn:-0.048 Diagnosis:9ccs94:Other ear dx:0.047 Diagnosis:9ccs228:Fx skull fac | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs228:Fx skull fac:1.000 Diagnosis:9ccs231:Oth fracture:0.407 Diagnosis:9ccs113:Late eff CVD:0.046 Diagnosis:9ccs257:Ot aftercare:0.038 Diagnosis:9ccs92:Otitis media:0.036 Diagnosis:9ccs253:Allergy:-0.033 Diagnosis:9ccs155:Other GI dx:-0.020 Diagnosis:9ccs90:Eye infectn:-0.020 Diagnosis:9ccs126:Ot up rsp in:-0.018 Diagnosis:9ccs135:Intest infct:0.018 Diagnosis:9ccs2619:e codes: other specified- nec | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs2619:e codes: other specified- nec:1.000 Diagnosis:9ccs258:Other screen:0.230 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.204 Diagnosis:10ccs58:Ot nutrit dx:0.164 Newborn Diagnosis:9ccs96:Hrt valve dx:0.148 Diagnosis:9ccs127:COPD:0.126 Number of Visits:0.118 Diagnosis:9ccs217:Ot cong anom:0.116 Diagnosis:9ccs2603:E Codes: Fall:0.114 Diagnosis:9ccs239:Superfic inj:0.105 Diagnosis:9ccs238:Complic proc | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs238:Complic proc:1.000 Lab:306854 PLATELET COUNT - Sunrise:0.413 Diagnosis:9ccs151:Oth liver dx:0.080 Diagnosis:9ccs124:Tonsillitis:0.070 Diagnosis:9ccs222:Perint jaund:0.067 Lab:295669 BILIRUBIN DIRECT - LMC:-0.050 MatDeliveryAge:-0.038 Diagnosis:9ccs7:Viral infect:-0.038 Diagnosis:9ccs126:Ot up rsp in:-0.038 Diagnosis:9ccs257:Ot aftercare:-0.037 Newborn Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs133:Oth low resp:1.000 Diagnosis:9ccs216:Nerv cong an:0.202 Diagnosis:9ccs95:Oth nerv dx:0.098 Diagnosis:9ccs244:Other injury:0.096 Diagnosis:9ccs138:Esophgeal dx:0.075 Diagnosis:9ccs166:Oth male gen:0.068 Newborn Diagnosis:9ccs219:Low birth wt:0.063 Diagnosis:9ccs96:Hrt valve dx:0.048 Diagnosis:9ccs94:Other ear dx:0.047 Diagnosis:9ccs122:Pneumonia:0.046 Diagnosis:9ccs130:Pleurisy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs130:Pleurisy:1.000 Diagnosis:9ccs133:Oth low resp:0.084 Diagnosis:9ccs255:Social admin:-0.072 Newborn Diagnosis:9ccs256:Exam/eval:0.065 Diagnosis:9ccs259:Unclassified:0.059 Diagnosis:9ccs58:Ot nutrit dx:0.048 Diagnosis:9ccs134:Ot uppr resp:0.047 Diagnosis:9ccs7:Viral infect:0.037 Diagnosis:9ccs198:Ot infl skin:0.036 Diagnosis:9ccs10:Immuniz/scrn:-0.028 Lab:323854 CULTURE FECES - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:323854 CULTURE FECES - Sunrise:1.000 Diagnosis:9ccs153:GI hemorrhag:0.127 Diagnosis:9ccs143:Abdom hernia:0.107 Diagnosis:9ccs154:Gastroent:0.099 Diagnosis:9ccs166:Oth male gen:0.093 Diagnosis:9ccs161:Ot dx kidney:-0.091 Diagnosis:9ccs140:Gastritis:-0.080 Diagnosis:9ccs136:Teeth dx:0.080 Diagnosis:9ccs134:Ot uppr resp:0.070 Diagnosis:9ccs151:Oth liver dx:0.070 Vital: BP-avg19to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs55:Fluid/elc dx:-0.124 Diagnosis:9ccs62:Coag/hemr dx:-0.115 Diagnosis:9ccs59:Anemia:0.095 Diagnosis:9ccs117:Ot circul dx:0.091 Diagnosis:9ccs136:Teeth dx:0.075 Diagnosis:9ccs259:Unclassified:-0.074 Diagnosis:9ccs74:Ot mentl cnd:0.061 Diagnosis:9ccs198:Ot infl skin:-0.054 Lab:295669 BILIRUBIN DIRECT - LMC:-0.053 Diagnosis:9ccs126:Ot up rsp in:0.048 Diagnosis:9ccs51:Ot endo dsor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs51:Ot endo dsor:1.000 Diagnosis:9ccs243:Poisn nonmed:0.148 Newborn Diagnosis:9ccs215:gu cong anom:0.135 Diagnosis:9ccs143:Abdom hernia:0.114 Diagnosis:9ccs215:gu cong anom:0.101 Diagnosis:9ccs165:Inf male gen:0.065 Diagnosis:9ccs159:UTI:0.053 Diagnosis:9ccs155:Other GI dx:0.052 Diagnosis:9ccs138:Esophgeal dx:0.048 Number of Visits:0.035 Newborn Diagnosis:9ccs2620:E Codes: Unspecified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:1.000 Newborn Diagnosis:9ccs2620:E Codes: Unspecified:1.000 Newborn Diagnosis:9ccs229:Fx arm:1.000 Diagnosis:9ccs223:Birth trauma:0.217 Diagnosis:9ccs165:Inf male gen:0.142 Diagnosis:9ccs166:Oth male gen:0.102 Diagnosis:9ccs217:Ot cong anom:0.082 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs59:Anemia:0.070 Diagnosis:9ccs126:Ot up rsp in:-0.040 Diagnosis:9ccs254:Rehab | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs254:Rehab:1.000 Diagnosis:9ccs219:Low birth wt:0.126 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.066 Newborn Diagnosis:9ccs219:Low birth wt:0.063 Diagnosis:9ccs259:Unclassified:0.059 Diagnosis:9ccs125:Bronchitis:0.055 Diagnosis:9ccs217:Ot cong anom:0.053 Diagnosis:9ccs256:Exam/eval:0.052 Diagnosis:9ccs113:Late eff CVD:0.046 Diagnosis:9ccs59:Anemia:0.044 Diagnosis:9ccs70:Schizo/rl dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs70:Schizo/rl dx:1.000 Diagnosis:9ccs223:Birth trauma:0.152 Diagnosis:9ccs83:Epilepsy/cnv:0.148 Diagnosis:9ccs89:Blindness:0.128 Diagnosis:9ccs2603:E Codes: Fall:0.114 Diagnosis:9ccs74:Ot mentl cnd:0.093 MatDeliveryAge:0.068 Newborn Diagnosis:9ccs94:Other ear dx:-0.065 Diagnosis:9ccs91:Other eye dx:0.049 Diagnosis:9ccs96:Hrt valve dx:0.048 Newborn Diagnosis:9ccs162:Ot dx bladdr | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs162:Ot dx bladdr:1.000 Diagnosis:9ccs161:Ot dx kidney:0.154 Newborn Diagnosis:9ccs215:gu cong anom:0.139 Diagnosis:9ccs159:UTI:0.120 MatDeliveryAge:-0.043 Diagnosis:9ccs135:Intest infct:0.039 Diagnosis:9ccs125:Bronchitis:0.039 Diagnosis:9ccs257:Ot aftercare:0.027 Newborn Diagnosis:9ccs224:Ot perint dx:0.026 Diagnosis:9ccs92:Otitis media:0.026 Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:1.000 Newborn Diagnosis:9ccs2620:E Codes: Unspecified:1.000 Newborn Diagnosis:9ccs229:Fx arm:1.000 Diagnosis:9ccs223:Birth trauma:0.217 Diagnosis:9ccs165:Inf male gen:0.142 Diagnosis:9ccs166:Oth male gen:0.102 Diagnosis:9ccs217:Ot cong anom:0.082 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs59:Anemia:0.070 Diagnosis:9ccs126:Ot up rsp in:-0.040 Newborn Diagnosis:9ccs63:Wht blood dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs63:Wht blood dx:1.000 Diagnosis:9ccs3:Oth bact inf:0.211 Diagnosis:9ccs247:Lymph enlarg:0.120 Newborn Diagnosis:9ccs215:gu cong anom:0.096 Diagnosis:9ccs94:Other ear dx:0.047 Diagnosis:9ccs134:Ot uppr resp:0.047 Diagnosis:9ccs128:Asthma:0.041 Diagnosis:9ccs10:Immuniz/scrn:-0.028 Diagnosis:9ccs200:Oth skin dx:-0.022 Diagnosis:9ccs125:Bronchitis:-0.021 Diagnosis:9ccs52:Nutrit defic | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs52:Nutrit defic:1.000 Diagnosis:9ccs48:Thyroid dsor:0.151 Diagnosis:9ccs58:Ot nutrit dx:0.130 Diagnosis:9ccs211:Ot conn tiss:0.126 Lab:294199 BILIRUBIN SCAN - LMC:0.104 Diagnosis:9ccs134:Ot uppr resp:0.081 Diagnosis:9ccs138:Esophgeal dx:0.058 Diagnosis:9ccs259:Unclassified:0.044 Diagnosis:9ccs113:Late eff CVD:0.033 Diagnosis:9ccs4:Mycoses:0.031 Newborn Diagnosis:9ccs229:Fx arm | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:1.000 Newborn Diagnosis:9ccs2620:E Codes: Unspecified:1.000 Newborn Diagnosis:9ccs229:Fx arm:1.000 Diagnosis:9ccs223:Birth trauma:0.217 Diagnosis:9ccs165:Inf male gen:0.142 Diagnosis:9ccs166:Oth male gen:0.102 Diagnosis:9ccs217:Ot cong anom:0.082 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs59:Anemia:0.070 Diagnosis:9ccs126:Ot up rsp in:-0.040 Newborn Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs138:Esophgeal dx:1.000 Newborn Diagnosis:9ccs253:Allergy:0.377 Newborn Diagnosis:9ccs95:Oth nerv dx:0.353 Newborn Diagnosis:9ccs217:Ot cong anom:0.135 Newborn Diagnosis:9ccs256:Exam/eval:0.097 Diagnosis:9ccs217:Ot cong anom:0.082 Diagnosis:9ccs91:Other eye dx:0.076 Diagnosis:9ccs96:Hrt valve dx:0.076 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs239:Superfic inj:0.074 Diagnosis:9ccs105:Conduction | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs105:Conduction:1.000 Newborn Diagnosis:9ccs200:Oth skin dx:0.500 Diagnosis:9ccs211:Ot conn tiss:0.222 Diagnosis:9ccs117:Ot circul dx:0.222 Diagnosis:9ccs47:Ot bnign neo:0.158 Diagnosis:9ccs213:Cardiac anom:0.132 Diagnosis:9ccs0:No DX:0.103 Diagnosis:9ccs127:COPD:0.089 Lab:297275 STREP RAPID TEST (POCT):-0.081 Diagnosis:9ccs96:Hrt valve dx:0.076 Diagnosis:9ccs2604:E Codes: Fire/burn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2604:E Codes: Fire/burn:1.000 Diagnosis:10ccs238:Complic proc:1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):0.132 Diagnosis:9ccs96:Hrt valve dx:0.076 Diagnosis:9ccs155:Other GI dx:0.040 Diagnosis:9ccs257:Ot aftercare:0.027 Diagnosis:9ccs7:Viral infect:0.026 Newborn Diagnosis:9ccs224:Ot perint dx:0.026 Diagnosis:9ccs92:Otitis media:0.026 Diagnosis:9ccs253:Allergy:-0.023 Diagnosis:10ccs238:Complic proc | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2604:E Codes: Fire/burn:1.000 Diagnosis:10ccs238:Complic proc:1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):0.132 Diagnosis:9ccs96:Hrt valve dx:0.076 Diagnosis:9ccs155:Other GI dx:0.040 Diagnosis:9ccs257:Ot aftercare:0.027 Diagnosis:9ccs7:Viral infect:0.026 Newborn Diagnosis:9ccs224:Ot perint dx:0.026 Diagnosis:9ccs92:Otitis media:0.026 Diagnosis:9ccs253:Allergy:-0.023 Newborn Diagnosis:9ccs218:Liveborn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1748 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Newborn Diagnosis:9ccs218:Liveborn:1.000 Newborn Diagnosis:9ccs130:Pleurisy:-0.577 Lab:306854 PLATELET COUNT - Sunrise:0.404 Newborn Diagnosis:9ccs0:No DX:-0.157 Newborn Diagnosis:9ccs221:Resp distres:-0.157 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.111 Newborn Diagnosis:9ccs94:Other ear dx:0.110 Diagnosis:9ccs89:Blindness:-0.103 Diagnosis:9ccs136:Teeth dx:-0.094 Diagnosis:9ccs165:Inf male gen:-0.078 Diagnosis:9ccs235:Opn wnd head | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs235:Opn wnd head:1.000 Diagnosis:9ccs159:UTI:0.081 Newborn Diagnosis:9ccs256:Exam/eval:0.065 Diagnosis:9ccs58:Ot nutrit dx:0.048 Diagnosis:9ccs122:Pneumonia:0.046 Diagnosis:9ccs59:Anemia:0.044 Diagnosis:9ccs253:Allergy:0.035 Diagnosis:9ccs92:Otitis media:-0.032 Diagnosis:9ccs7:Viral infect:-0.031 Diagnosis:9ccs10:Immuniz/scrn:-0.028 Diagnosis:9ccs129:Asp pneumon | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs129:Asp pneumon:1.000 Diagnosis:9ccs89:Blindness:0.184 Diagnosis:9ccs95:Oth nerv dx:0.142 Diagnosis:9ccs138:Esophgeal dx:0.111 Diagnosis:9ccs217:Ot cong anom:0.082 Number of Visits:0.079 Diagnosis:9ccs91:Other eye dx:0.076 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs94:Other ear dx:0.074 Diagnosis:9ccs134:Ot uppr resp:0.074 Vital: BMI Percentile-avg10to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs208:Acq foot def:0.268 Diagnosis:9ccs159:UTI:0.088 Diagnosis:9ccs259:Unclassified:0.068 Diagnosis:9ccs127:COPD:0.067 Diagnosis:9ccs91:Other eye dx:-0.059 MatDeliveryAge:-0.048 Diagnosis:9ccs10:Immuniz/scrn:-0.044 Diagnosis:9ccs155:Other GI dx:0.038 Diagnosis:9ccs125:Bronchitis:0.038 Diagnosis:9ccs200:Oth skin dx:0.037 Newborn Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs91:Other eye dx:1.000 Newborn Diagnosis:9ccs221:Resp distres:0.276 Newborn Diagnosis:9ccs223:Birth trauma:0.184 Newborn Diagnosis:9ccs219:Low birth wt:0.095 Diagnosis:9ccs4:Mycoses:0.070 Newborn Diagnosis:9ccs222:Perint jaund:0.070 MatDeliveryAge:-0.043 Newborn Diagnosis:9ccs224:Ot perint dx:0.026 Diagnosis:9ccs92:Otitis media:0.026 Diagnosis:9ccs253:Allergy:0.024 Newborn Diagnosis:9ccs252:Fatigue | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs252:Fatigue:1.000 Diagnosis:9ccs64:Ot hematl dx:0.276 Diagnosis:9ccs165:Inf male gen:0.142 Diagnosis:9ccs244:Other injury:0.139 Newborn Diagnosis:9ccs94:Other ear dx:-0.098 Newborn Diagnosis:9ccs256:Exam/eval:0.097 Diagnosis:9ccs259:Unclassified:0.089 Diagnosis:9ccs96:Hrt valve dx:0.076 Diagnosis:9ccs122:Pneumonia:0.073 Newborn Diagnosis:9ccs222:Perint jaund:0.070 Diagnosis:9ccs162:Ot dx bladdr | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs162:Ot dx bladdr:1.000 Diagnosis:9ccs161:Ot dx kidney:0.154 Newborn Diagnosis:9ccs215:gu cong anom:0.139 Diagnosis:9ccs159:UTI:0.120 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs134:Ot uppr resp:0.074 Diagnosis:9ccs90:Eye infectn:0.041 Diagnosis:9ccs125:Bronchitis:0.039 Diagnosis:9ccs257:Ot aftercare:0.027 Newborn Diagnosis:9ccs224:Ot perint dx:0.026 Diagnosis:9ccs188:Pelvic obstr | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs188:Pelvic obstr:1.000 Diagnosis:9ccs242:Poisn ot med:0.315 Diagnosis:9ccs123:Influenza:0.184 Newborn Diagnosis:9ccs223:Birth trauma:0.184 Diagnosis:9ccs124:Tonsillitis:0.130 Diagnosis:9ccs137:Mouth dx:0.103 Diagnosis:9ccs122:Pneumonia:0.073 Diagnosis:9ccs128:Asthma:0.066 Diagnosis:9ccs74:Ot mentl cnd:0.066 Diagnosis:9ccs222:Perint jaund:0.062 Diagnosis:9ccs181:Ot preg comp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs181:Ot preg comp:1.000 Diagnosis:9ccs96:Hrt valve dx:0.076 Diagnosis:9ccs151:Oth liver dx:0.073 Diagnosis:9ccs135:Intest infct:0.039 MatDeliveryAge:-0.035 Diagnosis:9ccs257:Ot aftercare:0.027 Diagnosis:9ccs7:Viral infect:0.026 Diagnosis:9ccs253:Allergy:0.024 Diagnosis:9ccs92:Otitis media:-0.022 Newborn Diagnosis:9ccs224:Ot perint dx:-0.022 Newborn Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs62:Coag/hemr dx:1.000 Newborn Diagnosis:9ccs216:Nerv cong an:0.577 Diagnosis:9ccs62:Coag/hemr dx:0.353 Diagnosis:9ccs216:Nerv cong an:0.288 Diagnosis:9ccs55:Fluid/elc dx:0.276 Newborn Diagnosis:9ccs213:Cardiac anom:0.257 Diagnosis:9ccs83:Epilepsy/cnv:0.212 Lab:295669 BILIRUBIN DIRECT - LMC:-0.188 Newborn Diagnosis:9ccs259:Unclassified:0.116 Lab:294203 BILIRUBIN TOTAL - LMC:-0.102 Newborn Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs47:Ot bnign neo:1.000 Diagnosis:9ccs106:Dysrhythmia:0.353 Newborn Diagnosis:9ccs191:Amnios dx:0.315 Diagnosis:9ccs83:Epilepsy/cnv:0.148 Diagnosis:9ccs258:Other screen:0.113 Diagnosis:9ccs161:Ot dx kidney:0.107 Newborn Diagnosis:9ccs215:gu cong anom:0.096 Newborn Diagnosis:9ccs217:Ot cong anom:0.093 Number of Visits:0.054 Diagnosis:9ccs217:Ot cong anom:0.053 Diagnosis:9ccs72:Anxiety dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs72:Anxiety dx:1.000 Diagnosis:9ccs117:Ot circul dx:0.155 Diagnosis:9ccs89:Blindness:0.128 Diagnosis:9ccs213:Cardiac anom:0.090 Diagnosis:9ccs198:Ot infl skin:0.085 Diagnosis:9ccs166:Oth male gen:0.068 Newborn Diagnosis:9ccs94:Other ear dx:-0.065 Diagnosis:9ccs217:Ot cong anom:0.053 Diagnosis:9ccs91:Other eye dx:0.049 Diagnosis:9ccs96:Hrt valve dx:0.048 Vital: BMI Percentile-gain7to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs208:Acq foot def:0.268 Diagnosis:9ccs159:UTI:0.088 Diagnosis:9ccs259:Unclassified:0.068 Diagnosis:9ccs127:COPD:0.067 Diagnosis:9ccs91:Other eye dx:-0.059 MatDeliveryAge:-0.048 Diagnosis:9ccs10:Immuniz/scrn:-0.044 Diagnosis:9ccs155:Other GI dx:0.038 Diagnosis:9ccs125:Bronchitis:0.038 Diagnosis:9ccs200:Oth skin dx:0.037 Newborn Diagnosis:9ccs106:Dysrhythmia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs106:Dysrhythmia:1.000 Diagnosis:9ccs117:Ot circul dx:0.222 Diagnosis:9ccs113:Late eff CVD:0.073 Diagnosis:9ccs10:Immuniz/scrn:-0.050 Diagnosis:9ccs126:Ot up rsp in:-0.040 Newborn Diagnosis:9ccs224:Ot perint dx:0.026 Diagnosis:9ccs253:Allergy:0.024 Diagnosis:9ccs92:Otitis media:-0.022 Diagnosis:9ccs7:Viral infect:-0.022 Diagnosis:9ccs257:Ot aftercare:-0.021 Newborn Diagnosis:9ccs220:Birth asphyx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs220:Birth asphyx:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.099 Newborn Diagnosis:9ccs94:Other ear dx:-0.098 Diagnosis:9ccs257:Ot aftercare:0.027 Newborn Diagnosis:9ccs224:Ot perint dx:0.026 Diagnosis:9ccs92:Otitis media:0.026 Diagnosis:9ccs253:Allergy:-0.023 Diagnosis:9ccs7:Viral infect:-0.022 Diagnosis:9ccs200:Oth skin dx:-0.015 Diagnosis:9ccs125:Bronchitis:-0.015 Vital: BMI Percentile-gain10to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs208:Acq foot def:-0.268 Diagnosis:9ccs159:UTI:-0.088 Diagnosis:9ccs259:Unclassified:-0.068 Diagnosis:9ccs127:COPD:-0.067 Diagnosis:9ccs91:Other eye dx:0.059 MatDeliveryAge:0.048 Diagnosis:9ccs10:Immuniz/scrn:0.044 Diagnosis:9ccs155:Other GI dx:-0.038 Diagnosis:9ccs125:Bronchitis:-0.038 Diagnosis:9ccs200:Oth skin dx:-0.037 Newborn Diagnosis:9ccs166:Oth male gen | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs166:Oth male gen:1.000 Diagnosis:9ccs208:Acq foot def:0.377 Diagnosis:9ccs95:Oth nerv dx:0.142 Newborn Diagnosis:9ccs215:gu cong anom:0.139 Newborn Diagnosis:9ccs217:Ot cong anom:0.135 Diagnosis:9ccs256:Exam/eval:0.081 Diagnosis:9ccs94:Other ear dx:0.074 Diagnosis:9ccs134:Ot uppr resp:0.074 Diagnosis:9ccs222:Perint jaund:0.062 Diagnosis:9ccs7:Viral infect:0.026 Lab:306854 PLATELET COUNT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Lab:306854 PLATELET COUNT - Sunrise:1.000 Diagnosis:9ccs238:Complic proc:0.413 Newborn Diagnosis:9ccs218:Liveborn:0.404 Newborn Diagnosis:9ccs0:No DX:-0.194 Diagnosis:9ccs89:Blindness:-0.131 Diagnosis:9ccs124:Tonsillitis:0.096 Diagnosis:9ccs213:Cardiac anom:-0.095 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.073 Newborn Diagnosis:9ccs94:Other ear dx:0.073 Diagnosis:9ccs136:Teeth dx:-0.064 Vital : 0.941285518001 Number of Visits : 0.00975679593693 MatDeliveryAge : 0.00737221852104 Diagnosis : 0.0334046857051 Lab : 0.00330996359575 Newborn Diagnosis : 0.00487081824049 Time to run analysis 0:13:20.672044 Total Time elapsed 5:05:51.476556 ----------------------------------------------------- boys no_min no_wt_bmi lasso regression Running batch 1 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 4, alpha = 0.001, R^2 train: 0.815, R^2 test: -0.813 Bootstrap CV 4, alpha = 0.005, R^2 train: 0.618, R^2 test: -0.279 Bootstrap CV 4, alpha = 0.01, R^2 train: 0.475, R^2 test: -0.155 Bootstrap CV 4, alpha = 0.1, R^2 train: 0.052, R^2 test: -0.018 best alpha via bootstrap CV: 0.1 AUC Train: 0.720, Explained Variance Score Train: 0.052 AUC Validation: 0.527, Explained Variance Score Validation: -0.011 AUC Test: 0.553, Explained Variance Score Test: 0.007
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 7, alpha = 0.001, R^2 train: 0.811, R^2 test: -0.958 Bootstrap CV 7, alpha = 0.005, R^2 train: 0.577, R^2 test: -0.164 Bootstrap CV 7, alpha = 0.01, R^2 train: 0.444, R^2 test: -0.097 Bootstrap CV 7, alpha = 0.1, R^2 train: 0.063, R^2 test: -0.017 best alpha via bootstrap CV: 0.1 AUC Train: 0.702, Explained Variance Score Train: 0.063 AUC Validation: 0.431, Explained Variance Score Validation: -0.015 AUC Test: 0.594, Explained Variance Score Test: 0.030 Bootstrap CV 3, alpha = 0.001, R^2 train: 0.861, R^2 test: -4.145 Bootstrap CV 3, alpha = 0.005, R^2 train: 0.641, R^2 test: -0.825 Bootstrap CV 3, alpha = 0.01, R^2 train: 0.496, R^2 test: -0.283 Bootstrap CV 3, alpha = 0.1, R^2 train: 0.022, R^2 test: 0.018 best alpha via bootstrap CV: 0.1 AUC Train: 0.679, Explained Variance Score Train: 0.022 AUC Validation: 0.646, Explained Variance Score Validation: 0.018 AUC Test: 0.556, Explained Variance Score Test: 0.000 Bootstrap CV 0, alpha = 0.001, R^2 train: 0.867, R^2 test: -1.723 Bootstrap CV 0, alpha = 0.005, R^2 train: 0.669, R^2 test: -0.234 Bootstrap CV 0, alpha = 0.01, R^2 train: 0.543, R^2 test: -0.192 Bootstrap CV 0, alpha = 0.1, R^2 train: 0.013, R^2 test: -0.000 best alpha via bootstrap CV: 0.1 AUC Train: 0.559, Explained Variance Score Train: 0.013 AUC Validation: 0.582, Explained Variance Score Validation: 0.005 AUC Test: 0.451, Explained Variance Score Test: -0.006 Bootstrap CV 8, alpha = 0.001, R^2 train: 0.797, R^2 test: -1.226 Bootstrap CV 8, alpha = 0.005, R^2 train: 0.581, R^2 test: -0.345 Bootstrap CV 8, alpha = 0.01, R^2 train: 0.453, R^2 test: -0.196 Bootstrap CV 8, alpha = 0.1, R^2 train: 0.025, R^2 test: -0.015 best alpha via bootstrap CV: 0.1 AUC Train: 0.608, Explained Variance Score Train: 0.025 AUC Validation: 0.438, Explained Variance Score Validation: -0.014 AUC Test: 0.482, Explained Variance Score Test: -0.006 Bootstrap CV 5, alpha = 0.001, R^2 train: 0.898, R^2 test: -0.633 Bootstrap CV 5, alpha = 0.005, R^2 train: 0.646, R^2 test: -0.186 Bootstrap CV 5, alpha = 0.01, R^2 train: 0.451, R^2 test: -0.119 Bootstrap CV 5, alpha = 0.1, R^2 train: 0.031, R^2 test: -0.033 best alpha via bootstrap CV: 0.1 AUC Train: 0.597, Explained Variance Score Train: 0.031 AUC Validation: 0.544, Explained Variance Score Validation: -0.009 AUC Test: 0.528, Explained Variance Score Test: 0.008 Bootstrap CV 14, alpha = 0.001, R^2 train: 0.823, R^2 test: -1.998 Bootstrap CV 14, alpha = 0.005, R^2 train: 0.616, R^2 test: -0.486 Bootstrap CV 14, alpha = 0.01, R^2 train: 0.484, R^2 test: -0.212 Bootstrap CV 14, alpha = 0.1, R^2 train: 0.043, R^2 test: -0.051 best alpha via bootstrap CV: 0.1 AUC Train: 0.659, Explained Variance Score Train: 0.043 AUC Validation: 0.454, Explained Variance Score Validation: -0.020 AUC Test: 0.521, Explained Variance Score Test: -0.027 Bootstrap CV 13, alpha = 0.001, R^2 train: 0.850, R^2 test: -2.321 Bootstrap CV 13, alpha = 0.005, R^2 train: 0.632, R^2 test: -0.538 Bootstrap CV 13, alpha = 0.01, R^2 train: 0.450, R^2 test: -0.218 Bootstrap CV 13, alpha = 0.1, R^2 train: 0.002, R^2 test: -0.016 best alpha via bootstrap CV: 0.1 AUC Train: 0.569, Explained Variance Score Train: 0.002 AUC Validation: 0.499, Explained Variance Score Validation: 0.001 AUC Test: 0.536, Explained Variance Score Test: 0.001 Bootstrap CV 10, alpha = 0.001, R^2 train: 0.849, R^2 test: -2.741 Bootstrap CV 10, alpha = 0.005, R^2 train: 0.630, R^2 test: -0.743 Bootstrap CV 10, alpha = 0.01, R^2 train: 0.506, R^2 test: -0.507 Bootstrap CV 10, alpha = 0.1, R^2 train: 0.026, R^2 test: 0.017 best alpha via bootstrap CV: 0.1 AUC Train: 0.652, Explained Variance Score Train: 0.026 AUC Validation: 0.515, Explained Variance Score Validation: 0.017 AUC Test: 0.561, Explained Variance Score Test: 0.012 Bootstrap CV 15, alpha = 0.001, R^2 train: 0.871, R^2 test: -2.051 Bootstrap CV 15, alpha = 0.005, R^2 train: 0.624, R^2 test: -0.371 Bootstrap CV 15, alpha = 0.01, R^2 train: 0.457, R^2 test: -0.113 Bootstrap CV 15, alpha = 0.1, R^2 train: 0.010, R^2 test: -0.003 best alpha via bootstrap CV: 0.1 AUC Train: 0.661, Explained Variance Score Train: 0.010 AUC Validation: 0.467, Explained Variance Score Validation: -0.001 AUC Test: 0.526, Explained Variance Score Test: 0.002 Bootstrap CV 2, alpha = 0.001, R^2 train: 0.799, R^2 test: -1.045 Bootstrap CV 2, alpha = 0.005, R^2 train: 0.560, R^2 test: -0.160 Bootstrap CV 2, alpha = 0.01, R^2 train: 0.429, R^2 test: -0.028 Bootstrap CV 2, alpha = 0.1, R^2 train: 0.013, R^2 test: 0.009 best alpha via bootstrap CV: 0.1 AUC Train: 0.559, Explained Variance Score Train: 0.013 AUC Validation: 0.614, Explained Variance Score Validation: 0.010 AUC Test: 0.564, Explained Variance Score Test: 0.005 Bootstrap CV 12, alpha = 0.001, R^2 train: 0.902, R^2 test: -1.920 Bootstrap CV 12, alpha = 0.005, R^2 train: 0.706, R^2 test: -0.830 Bootstrap CV 12, alpha = 0.01, R^2 train: 0.567, R^2 test: -0.469 Bootstrap CV 12, alpha = 0.1, R^2 train: 0.034, R^2 test: -0.058 best alpha via bootstrap CV: 0.1 AUC Train: 0.675, Explained Variance Score Train: 0.034 AUC Validation: 0.455, Explained Variance Score Validation: -0.023 AUC Test: 0.460, Explained Variance Score Test: -0.016 Bootstrap CV 1, alpha = 0.001, R^2 train: 0.871, R^2 test: -1.428 Bootstrap CV 1, alpha = 0.005, R^2 train: 0.638, R^2 test: -0.565 Bootstrap CV 1, alpha = 0.01, R^2 train: 0.510, R^2 test: -0.359 Bootstrap CV 1, alpha = 0.1, R^2 train: 0.008, R^2 test: -0.003 best alpha via bootstrap CV: 0.1 AUC Train: 0.591, Explained Variance Score Train: 0.008 AUC Validation: 0.383, Explained Variance Score Validation: -0.002 AUC Test: 0.576, Explained Variance Score Test: 0.004 Bootstrap CV 11, alpha = 0.001, R^2 train: 0.871, R^2 test: -3.444 Bootstrap CV 11, alpha = 0.005, R^2 train: 0.663, R^2 test: -1.330 Bootstrap CV 11, alpha = 0.01, R^2 train: 0.560, R^2 test: -0.932 Bootstrap CV 11, alpha = 0.1, R^2 train: 0.097, R^2 test: -0.103 best alpha via bootstrap CV: 0.1 AUC Train: 0.711, Explained Variance Score Train: 0.097 AUC Validation: 0.417, Explained Variance Score Validation: -0.049 AUC Test: 0.580, Explained Variance Score Test: 0.025 Bootstrap CV 9, alpha = 0.001, R^2 train: 0.931, R^2 test: -1.322 Bootstrap CV 9, alpha = 0.005, R^2 train: 0.772, R^2 test: -0.395 Bootstrap CV 9, alpha = 0.01, R^2 train: 0.632, R^2 test: -0.150 Bootstrap CV 9, alpha = 0.1, R^2 train: 0.075, R^2 test: -0.009 best alpha via bootstrap CV: 0.1 AUC Train: 0.671, Explained Variance Score Train: 0.075 AUC Validation: 0.549, Explained Variance Score Validation: 0.020 AUC Test: 0.581, Explained Variance Score Test: 0.021 Bootstrap CV 6, alpha = 0.001, R^2 train: 0.844, R^2 test: -3.991 Bootstrap CV 6, alpha = 0.005, R^2 train: 0.601, R^2 test: -0.817 Bootstrap CV 6, alpha = 0.01, R^2 train: 0.473, R^2 test: -0.431 Bootstrap CV 6, alpha = 0.1, R^2 train: 0.025, R^2 test: 0.010 best alpha via bootstrap CV: 0.1 AUC Train: 0.608, Explained Variance Score Train: 0.025 AUC Validation: 0.575, Explained Variance Score Validation: 0.017 AUC Test: 0.516, Explained Variance Score Test: 0.005 Running batch 2 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 18, alpha = 0.001, R^2 train: 0.845, R^2 test: -1.232 Bootstrap CV 18, alpha = 0.005, R^2 train: 0.512, R^2 test: -0.192 Bootstrap CV 18, alpha = 0.01, R^2 train: 0.341, R^2 test: -0.071 Bootstrap CV 18, alpha = 0.1, R^2 train: 0.000, R^2 test: -0.027 best alpha via bootstrap CV: 0.1 AUC Train: 0.500, Explained Variance Score Train: 0.000 AUC Validation: 0.500, Explained Variance Score Validation: 0.000 AUC Test: 0.500, Explained Variance Score Test: 0.000 Bootstrap CV 23, alpha = 0.001, R^2 train: 0.802, R^2 test: -1.846 Bootstrap CV 23, alpha = 0.005, R^2 train: 0.477, R^2 test: -0.218 Bootstrap CV 23, alpha = 0.01, R^2 train: 0.338, R^2 test: -0.120 Bootstrap CV 23, alpha = 0.1, R^2 train: 0.001, R^2 test: -0.018 best alpha via bootstrap CV: 0.1 AUC Train: 0.663, Explained Variance Score Train: 0.001 AUC Validation: 0.627, Explained Variance Score Validation: 0.001 AUC Test: 0.611, Explained Variance Score Test: 0.002
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 20, alpha = 0.001, R^2 train: 0.792, R^2 test: -1.903 Bootstrap CV 20, alpha = 0.005, R^2 train: 0.601, R^2 test: -0.511 Bootstrap CV 20, alpha = 0.01, R^2 train: 0.463, R^2 test: -0.162 Bootstrap CV 20, alpha = 0.1, R^2 train: 0.044, R^2 test: -0.025 best alpha via bootstrap CV: 0.1 AUC Train: 0.735, Explained Variance Score Train: 0.044 AUC Validation: 0.459, Explained Variance Score Validation: 0.001 AUC Test: 0.521, Explained Variance Score Test: 0.004
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 21, alpha = 0.001, R^2 train: 0.943, R^2 test: -1.396 Bootstrap CV 21, alpha = 0.005, R^2 train: 0.802, R^2 test: -0.731 Bootstrap CV 21, alpha = 0.01, R^2 train: 0.685, R^2 test: -0.432 Bootstrap CV 21, alpha = 0.1, R^2 train: 0.069, R^2 test: -0.082 best alpha via bootstrap CV: 0.1 AUC Train: 0.638, Explained Variance Score Train: 0.069 AUC Validation: 0.498, Explained Variance Score Validation: -0.023 AUC Test: 0.546, Explained Variance Score Test: 0.013 Bootstrap CV 17, alpha = 0.001, R^2 train: 0.830, R^2 test: -1.359 Bootstrap CV 17, alpha = 0.005, R^2 train: 0.600, R^2 test: -0.190 Bootstrap CV 17, alpha = 0.01, R^2 train: 0.479, R^2 test: -0.151 Bootstrap CV 17, alpha = 0.1, R^2 train: 0.037, R^2 test: -0.016 best alpha via bootstrap CV: 0.1 AUC Train: 0.716, Explained Variance Score Train: 0.037 AUC Validation: 0.423, Explained Variance Score Validation: -0.014 AUC Test: 0.542, Explained Variance Score Test: 0.001 Bootstrap CV 16, alpha = 0.001, R^2 train: 0.854, R^2 test: -3.455 Bootstrap CV 16, alpha = 0.005, R^2 train: 0.626, R^2 test: -0.719 Bootstrap CV 16, alpha = 0.01, R^2 train: 0.505, R^2 test: -0.361 Bootstrap CV 16, alpha = 0.1, R^2 train: 0.049, R^2 test: -0.013 best alpha via bootstrap CV: 0.1 AUC Train: 0.657, Explained Variance Score Train: 0.049 AUC Validation: 0.623, Explained Variance Score Validation: 0.002 AUC Test: 0.569, Explained Variance Score Test: 0.015 Bootstrap CV 19, alpha = 0.001, R^2 train: 0.892, R^2 test: -4.062 Bootstrap CV 19, alpha = 0.005, R^2 train: 0.720, R^2 test: -1.671 Bootstrap CV 19, alpha = 0.01, R^2 train: 0.605, R^2 test: -0.970 Bootstrap CV 19, alpha = 0.1, R^2 train: 0.044, R^2 test: -0.024 best alpha via bootstrap CV: 0.1 AUC Train: 0.688, Explained Variance Score Train: 0.044 AUC Validation: 0.373, Explained Variance Score Validation: -0.020 AUC Test: 0.559, Explained Variance Score Test: 0.012 Bootstrap CV 25, alpha = 0.001, R^2 train: 0.786, R^2 test: -1.927 Bootstrap CV 25, alpha = 0.005, R^2 train: 0.549, R^2 test: -0.359 Bootstrap CV 25, alpha = 0.01, R^2 train: 0.384, R^2 test: -0.139 Bootstrap CV 25, alpha = 0.1, R^2 train: 0.010, R^2 test: -0.002 best alpha via bootstrap CV: 0.1 AUC Train: 0.554, Explained Variance Score Train: 0.010 AUC Validation: 0.497, Explained Variance Score Validation: -0.001 AUC Test: 0.529, Explained Variance Score Test: -0.005 Bootstrap CV 28, alpha = 0.001, R^2 train: 0.877, R^2 test: -2.195 Bootstrap CV 28, alpha = 0.005, R^2 train: 0.693, R^2 test: -0.717 Bootstrap CV 28, alpha = 0.01, R^2 train: 0.567, R^2 test: -0.344 Bootstrap CV 28, alpha = 0.1, R^2 train: 0.081, R^2 test: 0.005 best alpha via bootstrap CV: 0.1 AUC Train: 0.712, Explained Variance Score Train: 0.081 AUC Validation: 0.617, Explained Variance Score Validation: 0.008 AUC Test: 0.548, Explained Variance Score Test: 0.004 Bootstrap CV 31, alpha = 0.001, R^2 train: 0.871, R^2 test: -2.026 Bootstrap CV 31, alpha = 0.005, R^2 train: 0.616, R^2 test: -0.293 Bootstrap CV 31, alpha = 0.01, R^2 train: 0.438, R^2 test: -0.095 Bootstrap CV 31, alpha = 0.1, R^2 train: 0.016, R^2 test: 0.014 best alpha via bootstrap CV: 0.1 AUC Train: 0.626, Explained Variance Score Train: 0.016 AUC Validation: 0.621, Explained Variance Score Validation: 0.015 AUC Test: 0.564, Explained Variance Score Test: 0.008 Bootstrap CV 24, alpha = 0.001, R^2 train: 0.918, R^2 test: -2.036 Bootstrap CV 24, alpha = 0.005, R^2 train: 0.712, R^2 test: -1.032 Bootstrap CV 24, alpha = 0.01, R^2 train: 0.560, R^2 test: -0.494 Bootstrap CV 24, alpha = 0.1, R^2 train: 0.035, R^2 test: -0.008 best alpha via bootstrap CV: 0.1 AUC Train: 0.684, Explained Variance Score Train: 0.035 AUC Validation: 0.575, Explained Variance Score Validation: -0.008 AUC Test: 0.582, Explained Variance Score Test: 0.021 Bootstrap CV 22, alpha = 0.001, R^2 train: 0.870, R^2 test: -1.946 Bootstrap CV 22, alpha = 0.005, R^2 train: 0.613, R^2 test: -0.541 Bootstrap CV 22, alpha = 0.01, R^2 train: 0.438, R^2 test: -0.349 Bootstrap CV 22, alpha = 0.1, R^2 train: 0.035, R^2 test: -0.021 best alpha via bootstrap CV: 0.1 AUC Train: 0.716, Explained Variance Score Train: 0.035 AUC Validation: 0.502, Explained Variance Score Validation: -0.007 AUC Test: 0.601, Explained Variance Score Test: 0.024 Bootstrap CV 27, alpha = 0.001, R^2 train: 0.826, R^2 test: -2.136 Bootstrap CV 27, alpha = 0.005, R^2 train: 0.618, R^2 test: -0.782 Bootstrap CV 27, alpha = 0.01, R^2 train: 0.470, R^2 test: -0.463 Bootstrap CV 27, alpha = 0.1, R^2 train: 0.031, R^2 test: -0.004 best alpha via bootstrap CV: 0.1 AUC Train: 0.619, Explained Variance Score Train: 0.031 AUC Validation: 0.545, Explained Variance Score Validation: -0.004 AUC Test: 0.540, Explained Variance Score Test: 0.010 Bootstrap CV 26, alpha = 0.001, R^2 train: 0.844, R^2 test: -2.516 Bootstrap CV 26, alpha = 0.005, R^2 train: 0.589, R^2 test: -0.386 Bootstrap CV 26, alpha = 0.01, R^2 train: 0.467, R^2 test: -0.181 Bootstrap CV 26, alpha = 0.1, R^2 train: 0.018, R^2 test: 0.006 best alpha via bootstrap CV: 0.1 AUC Train: 0.743, Explained Variance Score Train: 0.018 AUC Validation: 0.586, Explained Variance Score Validation: 0.007 AUC Test: 0.494, Explained Variance Score Test: -0.001 Bootstrap CV 30, alpha = 0.001, R^2 train: 0.898, R^2 test: -2.757 Bootstrap CV 30, alpha = 0.005, R^2 train: 0.659, R^2 test: -0.825 Bootstrap CV 30, alpha = 0.01, R^2 train: 0.486, R^2 test: -0.267 Bootstrap CV 30, alpha = 0.1, R^2 train: 0.059, R^2 test: -0.003 best alpha via bootstrap CV: 0.1 AUC Train: 0.589, Explained Variance Score Train: 0.059 AUC Validation: 0.586, Explained Variance Score Validation: -0.000 AUC Test: 0.566, Explained Variance Score Test: 0.013 Bootstrap CV 29, alpha = 0.001, R^2 train: 0.831, R^2 test: -1.792 Bootstrap CV 29, alpha = 0.005, R^2 train: 0.652, R^2 test: -0.690 Bootstrap CV 29, alpha = 0.01, R^2 train: 0.503, R^2 test: -0.302 Bootstrap CV 29, alpha = 0.1, R^2 train: 0.048, R^2 test: -0.007 best alpha via bootstrap CV: 0.1 AUC Train: 0.659, Explained Variance Score Train: 0.048 AUC Validation: 0.440, Explained Variance Score Validation: -0.005 AUC Test: 0.550, Explained Variance Score Test: 0.004 Running batch 3 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 32, alpha = 0.001, R^2 train: 0.881, R^2 test: -1.901 Bootstrap CV 32, alpha = 0.005, R^2 train: 0.648, R^2 test: -0.564 Bootstrap CV 32, alpha = 0.01, R^2 train: 0.492, R^2 test: -0.286 Bootstrap CV 32, alpha = 0.1, R^2 train: 0.065, R^2 test: -0.004 best alpha via bootstrap CV: 0.1 AUC Train: 0.602, Explained Variance Score Train: 0.065 AUC Validation: 0.627, Explained Variance Score Validation: 0.006 AUC Test: 0.614, Explained Variance Score Test: 0.034
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 35, alpha = 0.001, R^2 train: 0.923, R^2 test: -1.442 Bootstrap CV 35, alpha = 0.005, R^2 train: 0.695, R^2 test: -0.487 Bootstrap CV 35, alpha = 0.01, R^2 train: 0.531, R^2 test: -0.346 Bootstrap CV 35, alpha = 0.1, R^2 train: 0.034, R^2 test: -0.026 best alpha via bootstrap CV: 0.1 AUC Train: 0.666, Explained Variance Score Train: 0.034 AUC Validation: 0.398, Explained Variance Score Validation: -0.016 AUC Test: 0.528, Explained Variance Score Test: -0.002 Bootstrap CV 34, alpha = 0.001, R^2 train: 0.833, R^2 test: -1.208 Bootstrap CV 34, alpha = 0.005, R^2 train: 0.635, R^2 test: -0.424 Bootstrap CV 34, alpha = 0.01, R^2 train: 0.516, R^2 test: -0.237 Bootstrap CV 34, alpha = 0.1, R^2 train: 0.067, R^2 test: -0.027 best alpha via bootstrap CV: 0.1 AUC Train: 0.587, Explained Variance Score Train: 0.067 AUC Validation: 0.596, Explained Variance Score Validation: -0.026 AUC Test: 0.553, Explained Variance Score Test: -0.013 Bootstrap CV 38, alpha = 0.001, R^2 train: 0.827, R^2 test: -1.796 Bootstrap CV 38, alpha = 0.005, R^2 train: 0.635, R^2 test: -0.449 Bootstrap CV 38, alpha = 0.01, R^2 train: 0.494, R^2 test: -0.155 Bootstrap CV 38, alpha = 0.1, R^2 train: 0.013, R^2 test: -0.004 best alpha via bootstrap CV: 0.1 AUC Train: 0.582, Explained Variance Score Train: 0.013 AUC Validation: 0.513, Explained Variance Score Validation: -0.001 AUC Test: 0.498, Explained Variance Score Test: -0.005
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 33, alpha = 0.001, R^2 train: 0.893, R^2 test: -1.745 Bootstrap CV 33, alpha = 0.005, R^2 train: 0.690, R^2 test: -0.896 Bootstrap CV 33, alpha = 0.01, R^2 train: 0.571, R^2 test: -0.564 Bootstrap CV 33, alpha = 0.1, R^2 train: 0.039, R^2 test: -0.008 best alpha via bootstrap CV: 0.1 AUC Train: 0.639, Explained Variance Score Train: 0.039 AUC Validation: 0.558, Explained Variance Score Validation: -0.008 AUC Test: 0.478, Explained Variance Score Test: -0.003
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 46, alpha = 0.001, R^2 train: 0.899, R^2 test: -3.417 Bootstrap CV 46, alpha = 0.005, R^2 train: 0.706, R^2 test: -0.760 Bootstrap CV 46, alpha = 0.01, R^2 train: 0.593, R^2 test: -0.263 Bootstrap CV 46, alpha = 0.1, R^2 train: 0.055, R^2 test: -0.059 best alpha via bootstrap CV: 0.1 AUC Train: 0.687, Explained Variance Score Train: 0.055 AUC Validation: 0.591, Explained Variance Score Validation: 0.015 AUC Test: 0.534, Explained Variance Score Test: 0.003 Bootstrap CV 42, alpha = 0.001, R^2 train: 0.838, R^2 test: -3.202 Bootstrap CV 42, alpha = 0.005, R^2 train: 0.570, R^2 test: -0.548 Bootstrap CV 42, alpha = 0.01, R^2 train: 0.398, R^2 test: -0.277 Bootstrap CV 42, alpha = 0.1, R^2 train: 0.006, R^2 test: 0.005 best alpha via bootstrap CV: 0.1 AUC Train: 0.544, Explained Variance Score Train: 0.006 AUC Validation: 0.643, Explained Variance Score Validation: 0.012 AUC Test: 0.483, Explained Variance Score Test: -0.003 Bootstrap CV 43, alpha = 0.001, R^2 train: 0.931, R^2 test: -2.074 Bootstrap CV 43, alpha = 0.005, R^2 train: 0.758, R^2 test: -0.629 Bootstrap CV 43, alpha = 0.01, R^2 train: 0.635, R^2 test: -0.294 Bootstrap CV 43, alpha = 0.1, R^2 train: 0.072, R^2 test: 0.052 best alpha via bootstrap CV: 0.1 AUC Train: 0.637, Explained Variance Score Train: 0.072 AUC Validation: 0.604, Explained Variance Score Validation: 0.053 AUC Test: 0.601, Explained Variance Score Test: 0.032 Bootstrap CV 39, alpha = 0.001, R^2 train: 0.868, R^2 test: -2.243 Bootstrap CV 39, alpha = 0.005, R^2 train: 0.670, R^2 test: -0.604 Bootstrap CV 39, alpha = 0.01, R^2 train: 0.547, R^2 test: -0.325 Bootstrap CV 39, alpha = 0.1, R^2 train: 0.087, R^2 test: -0.022 best alpha via bootstrap CV: 0.1 AUC Train: 0.736, Explained Variance Score Train: 0.087 AUC Validation: 0.592, Explained Variance Score Validation: -0.021 AUC Test: 0.577, Explained Variance Score Test: 0.014 Bootstrap CV 41, alpha = 0.001, R^2 train: 0.897, R^2 test: -1.741 Bootstrap CV 41, alpha = 0.005, R^2 train: 0.696, R^2 test: -0.389 Bootstrap CV 41, alpha = 0.01, R^2 train: 0.543, R^2 test: -0.164 Bootstrap CV 41, alpha = 0.1, R^2 train: 0.050, R^2 test: 0.032 best alpha via bootstrap CV: 0.1 AUC Train: 0.655, Explained Variance Score Train: 0.050 AUC Validation: 0.601, Explained Variance Score Validation: 0.036 AUC Test: 0.603, Explained Variance Score Test: 0.017 Bootstrap CV 36, alpha = 0.001, R^2 train: 0.884, R^2 test: -2.350 Bootstrap CV 36, alpha = 0.005, R^2 train: 0.695, R^2 test: -0.728 Bootstrap CV 36, alpha = 0.01, R^2 train: 0.565, R^2 test: -0.293 Bootstrap CV 36, alpha = 0.1, R^2 train: 0.019, R^2 test: -0.004 best alpha via bootstrap CV: 0.1 AUC Train: 0.625, Explained Variance Score Train: 0.019 AUC Validation: 0.498, Explained Variance Score Validation: -0.002 AUC Test: 0.553, Explained Variance Score Test: 0.009 Bootstrap CV 44, alpha = 0.001, R^2 train: 0.905, R^2 test: -1.419 Bootstrap CV 44, alpha = 0.005, R^2 train: 0.677, R^2 test: -0.459 Bootstrap CV 44, alpha = 0.01, R^2 train: 0.522, R^2 test: -0.166 Bootstrap CV 44, alpha = 0.1, R^2 train: 0.014, R^2 test: 0.005 best alpha via bootstrap CV: 0.1 AUC Train: 0.656, Explained Variance Score Train: 0.014 AUC Validation: 0.587, Explained Variance Score Validation: 0.006 AUC Test: 0.468, Explained Variance Score Test: -0.002 Bootstrap CV 47, alpha = 0.001, R^2 train: 0.806, R^2 test: -1.087 Bootstrap CV 47, alpha = 0.005, R^2 train: 0.575, R^2 test: -0.278 Bootstrap CV 47, alpha = 0.01, R^2 train: 0.465, R^2 test: -0.196 Bootstrap CV 47, alpha = 0.1, R^2 train: 0.050, R^2 test: -0.070 best alpha via bootstrap CV: 0.1 AUC Train: 0.705, Explained Variance Score Train: 0.050 AUC Validation: 0.534, Explained Variance Score Validation: -0.017 AUC Test: 0.536, Explained Variance Score Test: -0.005 Bootstrap CV 45, alpha = 0.001, R^2 train: 0.885, R^2 test: -1.530 Bootstrap CV 45, alpha = 0.005, R^2 train: 0.679, R^2 test: -0.530 Bootstrap CV 45, alpha = 0.01, R^2 train: 0.522, R^2 test: -0.422 Bootstrap CV 45, alpha = 0.1, R^2 train: 0.074, R^2 test: -0.045 best alpha via bootstrap CV: 0.1 AUC Train: 0.656, Explained Variance Score Train: 0.074 AUC Validation: 0.508, Explained Variance Score Validation: -0.017 AUC Test: 0.530, Explained Variance Score Test: -0.002 Bootstrap CV 37, alpha = 0.001, R^2 train: 0.910, R^2 test: -1.666 Bootstrap CV 37, alpha = 0.005, R^2 train: 0.748, R^2 test: -0.636 Bootstrap CV 37, alpha = 0.01, R^2 train: 0.634, R^2 test: -0.375 Bootstrap CV 37, alpha = 0.1, R^2 train: 0.051, R^2 test: -0.031 best alpha via bootstrap CV: 0.1 AUC Train: 0.610, Explained Variance Score Train: 0.051 AUC Validation: 0.479, Explained Variance Score Validation: -0.026 AUC Test: 0.488, Explained Variance Score Test: -0.010 Bootstrap CV 40, alpha = 0.001, R^2 train: 0.876, R^2 test: -2.897 Bootstrap CV 40, alpha = 0.005, R^2 train: 0.674, R^2 test: -0.681 Bootstrap CV 40, alpha = 0.01, R^2 train: 0.478, R^2 test: -0.167 Bootstrap CV 40, alpha = 0.1, R^2 train: 0.029, R^2 test: -0.094 best alpha via bootstrap CV: 0.1 AUC Train: 0.623, Explained Variance Score Train: 0.029 AUC Validation: 0.502, Explained Variance Score Validation: -0.016 AUC Test: 0.541, Explained Variance Score Test: -0.008 Running batch 4 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 48, alpha = 0.001, R^2 train: 0.811, R^2 test: -2.602 Bootstrap CV 48, alpha = 0.005, R^2 train: 0.560, R^2 test: -0.766 Bootstrap CV 48, alpha = 0.01, R^2 train: 0.423, R^2 test: -0.375 Bootstrap CV 48, alpha = 0.1, R^2 train: 0.045, R^2 test: 0.005 best alpha via bootstrap CV: 0.1 AUC Train: 0.561, Explained Variance Score Train: 0.045 AUC Validation: 0.590, Explained Variance Score Validation: 0.007 AUC Test: 0.438, Explained Variance Score Test: -0.021
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 51, alpha = 0.001, R^2 train: 0.873, R^2 test: -4.368 Bootstrap CV 51, alpha = 0.005, R^2 train: 0.674, R^2 test: -0.595 Bootstrap CV 51, alpha = 0.01, R^2 train: 0.547, R^2 test: -0.201 Bootstrap CV 51, alpha = 0.1, R^2 train: 0.020, R^2 test: -0.049 best alpha via bootstrap CV: 0.1 AUC Train: 0.634, Explained Variance Score Train: 0.020 AUC Validation: 0.671, Explained Variance Score Validation: 0.030 AUC Test: 0.523, Explained Variance Score Test: 0.003
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 55, alpha = 0.001, R^2 train: 0.850, R^2 test: -1.399 Bootstrap CV 55, alpha = 0.005, R^2 train: 0.642, R^2 test: -0.385 Bootstrap CV 55, alpha = 0.01, R^2 train: 0.505, R^2 test: -0.240 Bootstrap CV 55, alpha = 0.1, R^2 train: 0.069, R^2 test: -0.014 best alpha via bootstrap CV: 0.1 AUC Train: 0.712, Explained Variance Score Train: 0.069 AUC Validation: 0.515, Explained Variance Score Validation: -0.013 AUC Test: 0.578, Explained Variance Score Test: 0.013
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 62, alpha = 0.001, R^2 train: 0.847, R^2 test: -3.603 Bootstrap CV 62, alpha = 0.005, R^2 train: 0.600, R^2 test: -1.030 Bootstrap CV 62, alpha = 0.01, R^2 train: 0.472, R^2 test: -0.548 Bootstrap CV 62, alpha = 0.1, R^2 train: 0.015, R^2 test: -0.037 best alpha via bootstrap CV: 0.1 AUC Train: 0.567, Explained Variance Score Train: 0.015 AUC Validation: 0.526, Explained Variance Score Validation: 0.000 AUC Test: 0.544, Explained Variance Score Test: 0.005 Bootstrap CV 50, alpha = 0.001, R^2 train: 0.828, R^2 test: -1.797 Bootstrap CV 50, alpha = 0.005, R^2 train: 0.623, R^2 test: -0.393 Bootstrap CV 50, alpha = 0.01, R^2 train: 0.465, R^2 test: -0.190 Bootstrap CV 50, alpha = 0.1, R^2 train: 0.027, R^2 test: -0.040 best alpha via bootstrap CV: 0.1 AUC Train: 0.691, Explained Variance Score Train: 0.027 AUC Validation: 0.467, Explained Variance Score Validation: 0.015 AUC Test: 0.490, Explained Variance Score Test: -0.011 Bootstrap CV 58, alpha = 0.001, R^2 train: 0.855, R^2 test: -1.913 Bootstrap CV 58, alpha = 0.005, R^2 train: 0.618, R^2 test: -0.530 Bootstrap CV 58, alpha = 0.01, R^2 train: 0.460, R^2 test: -0.300 Bootstrap CV 58, alpha = 0.1, R^2 train: 0.027, R^2 test: 0.018 best alpha via bootstrap CV: 0.1 AUC Train: 0.607, Explained Variance Score Train: 0.027 AUC Validation: 0.621, Explained Variance Score Validation: 0.019 AUC Test: 0.575, Explained Variance Score Test: 0.017 Bootstrap CV 53, alpha = 0.001, R^2 train: 0.870, R^2 test: -1.487 Bootstrap CV 53, alpha = 0.005, R^2 train: 0.680, R^2 test: -0.450 Bootstrap CV 53, alpha = 0.01, R^2 train: 0.526, R^2 test: -0.291 Bootstrap CV 53, alpha = 0.1, R^2 train: 0.039, R^2 test: -0.017 best alpha via bootstrap CV: 0.1 AUC Train: 0.681, Explained Variance Score Train: 0.039 AUC Validation: 0.490, Explained Variance Score Validation: -0.010 AUC Test: 0.529, Explained Variance Score Test: 0.001 Bootstrap CV 63, alpha = 0.001, R^2 train: 0.869, R^2 test: -3.648 Bootstrap CV 63, alpha = 0.005, R^2 train: 0.674, R^2 test: -1.195 Bootstrap CV 63, alpha = 0.01, R^2 train: 0.530, R^2 test: -0.707 Bootstrap CV 63, alpha = 0.1, R^2 train: 0.011, R^2 test: -0.049 best alpha via bootstrap CV: 0.1 AUC Train: 0.624, Explained Variance Score Train: 0.011 AUC Validation: 0.431, Explained Variance Score Validation: -0.005 AUC Test: 0.493, Explained Variance Score Test: -0.004 Bootstrap CV 52, alpha = 0.001, R^2 train: 0.857, R^2 test: -1.293 Bootstrap CV 52, alpha = 0.005, R^2 train: 0.671, R^2 test: -0.400 Bootstrap CV 52, alpha = 0.01, R^2 train: 0.535, R^2 test: -0.132 Bootstrap CV 52, alpha = 0.1, R^2 train: 0.063, R^2 test: 0.022 best alpha via bootstrap CV: 0.1 AUC Train: 0.727, Explained Variance Score Train: 0.063 AUC Validation: 0.607, Explained Variance Score Validation: 0.026 AUC Test: 0.544, Explained Variance Score Test: -0.000 Bootstrap CV 49, alpha = 0.001, R^2 train: 0.828, R^2 test: -1.369 Bootstrap CV 49, alpha = 0.005, R^2 train: 0.585, R^2 test: -0.430 Bootstrap CV 49, alpha = 0.01, R^2 train: 0.452, R^2 test: -0.218 Bootstrap CV 49, alpha = 0.1, R^2 train: 0.004, R^2 test: -0.043 best alpha via bootstrap CV: 0.1 AUC Train: 0.616, Explained Variance Score Train: 0.004 AUC Validation: 0.509, Explained Variance Score Validation: 0.001 AUC Test: 0.562, Explained Variance Score Test: 0.002 Bootstrap CV 54, alpha = 0.001, R^2 train: 0.900, R^2 test: -1.531 Bootstrap CV 54, alpha = 0.005, R^2 train: 0.730, R^2 test: -0.406 Bootstrap CV 54, alpha = 0.01, R^2 train: 0.586, R^2 test: -0.090 Bootstrap CV 54, alpha = 0.1, R^2 train: 0.026, R^2 test: 0.032 best alpha via bootstrap CV: 0.1 AUC Train: 0.637, Explained Variance Score Train: 0.026 AUC Validation: 0.580, Explained Variance Score Validation: 0.034 AUC Test: 0.497, Explained Variance Score Test: 0.002 Bootstrap CV 59, alpha = 0.001, R^2 train: 0.844, R^2 test: -1.730 Bootstrap CV 59, alpha = 0.005, R^2 train: 0.590, R^2 test: -0.414 Bootstrap CV 59, alpha = 0.01, R^2 train: 0.460, R^2 test: -0.190 Bootstrap CV 59, alpha = 0.1, R^2 train: 0.011, R^2 test: 0.007 best alpha via bootstrap CV: 0.1 AUC Train: 0.566, Explained Variance Score Train: 0.011 AUC Validation: 0.597, Explained Variance Score Validation: 0.009 AUC Test: 0.562, Explained Variance Score Test: 0.004 Bootstrap CV 61, alpha = 0.001, R^2 train: 0.863, R^2 test: -0.990 Bootstrap CV 61, alpha = 0.005, R^2 train: 0.659, R^2 test: -0.313 Bootstrap CV 61, alpha = 0.01, R^2 train: 0.509, R^2 test: -0.149 Bootstrap CV 61, alpha = 0.1, R^2 train: 0.016, R^2 test: -0.047 best alpha via bootstrap CV: 0.1 AUC Train: 0.657, Explained Variance Score Train: 0.016 AUC Validation: 0.446, Explained Variance Score Validation: -0.003 AUC Test: 0.609, Explained Variance Score Test: 0.013 Bootstrap CV 57, alpha = 0.001, R^2 train: 0.886, R^2 test: -2.788 Bootstrap CV 57, alpha = 0.005, R^2 train: 0.647, R^2 test: -0.649 Bootstrap CV 57, alpha = 0.01, R^2 train: 0.502, R^2 test: -0.276 Bootstrap CV 57, alpha = 0.1, R^2 train: 0.118, R^2 test: 0.046 best alpha via bootstrap CV: 0.1 AUC Train: 0.715, Explained Variance Score Train: 0.118 AUC Validation: 0.592, Explained Variance Score Validation: 0.047 AUC Test: 0.590, Explained Variance Score Test: 0.021 Bootstrap CV 56, alpha = 0.001, R^2 train: 0.921, R^2 test: -2.917 Bootstrap CV 56, alpha = 0.005, R^2 train: 0.741, R^2 test: -0.961 Bootstrap CV 56, alpha = 0.01, R^2 train: 0.575, R^2 test: -0.369 Bootstrap CV 56, alpha = 0.1, R^2 train: 0.054, R^2 test: 0.014 best alpha via bootstrap CV: 0.1 AUC Train: 0.697, Explained Variance Score Train: 0.054 AUC Validation: 0.564, Explained Variance Score Validation: 0.018 AUC Test: 0.578, Explained Variance Score Test: 0.009 Bootstrap CV 60, alpha = 0.001, R^2 train: 0.902, R^2 test: -2.107 Bootstrap CV 60, alpha = 0.005, R^2 train: 0.692, R^2 test: -0.652 Bootstrap CV 60, alpha = 0.01, R^2 train: 0.577, R^2 test: -0.385 Bootstrap CV 60, alpha = 0.1, R^2 train: 0.051, R^2 test: -0.001 best alpha via bootstrap CV: 0.1 AUC Train: 0.694, Explained Variance Score Train: 0.051 AUC Validation: 0.581, Explained Variance Score Validation: -0.000 AUC Test: 0.540, Explained Variance Score Test: 0.006 Running batch 5 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 78, alpha = 0.001, R^2 train: 0.884, R^2 test: -0.922 Bootstrap CV 78, alpha = 0.005, R^2 train: 0.635, R^2 test: -0.210 Bootstrap CV 78, alpha = 0.01, R^2 train: 0.459, R^2 test: -0.090 Bootstrap CV 78, alpha = 0.1, R^2 train: 0.025, R^2 test: -0.035 best alpha via bootstrap CV: 0.1 AUC Train: 0.666, Explained Variance Score Train: 0.025 AUC Validation: 0.483, Explained Variance Score Validation: 0.006 AUC Test: 0.487, Explained Variance Score Test: 0.000
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 75, alpha = 0.001, R^2 train: 0.775, R^2 test: -2.007 Bootstrap CV 75, alpha = 0.005, R^2 train: 0.574, R^2 test: -0.619 Bootstrap CV 75, alpha = 0.01, R^2 train: 0.468, R^2 test: -0.410 Bootstrap CV 75, alpha = 0.1, R^2 train: 0.018, R^2 test: -0.025 best alpha via bootstrap CV: 0.1 AUC Train: 0.671, Explained Variance Score Train: 0.018 AUC Validation: 0.592, Explained Variance Score Validation: 0.006 AUC Test: 0.600, Explained Variance Score Test: 0.011 Bootstrap CV 76, alpha = 0.001, R^2 train: 0.859, R^2 test: -1.090 Bootstrap CV 76, alpha = 0.005, R^2 train: 0.649, R^2 test: -0.174 Bootstrap CV 76, alpha = 0.01, R^2 train: 0.515, R^2 test: -0.027 Bootstrap CV 76, alpha = 0.1, R^2 train: 0.015, R^2 test: -0.023 best alpha via bootstrap CV: 0.1 AUC Train: 0.550, Explained Variance Score Train: 0.015 AUC Validation: 0.560, Explained Variance Score Validation: 0.011 AUC Test: 0.555, Explained Variance Score Test: 0.006 Bootstrap CV 73, alpha = 0.001, R^2 train: 0.894, R^2 test: -3.010 Bootstrap CV 73, alpha = 0.005, R^2 train: 0.680, R^2 test: -0.846 Bootstrap CV 73, alpha = 0.01, R^2 train: 0.504, R^2 test: -0.344 Bootstrap CV 73, alpha = 0.1, R^2 train: 0.038, R^2 test: -0.011 best alpha via bootstrap CV: 0.1 AUC Train: 0.581, Explained Variance Score Train: 0.038 AUC Validation: 0.519, Explained Variance Score Validation: -0.009 AUC Test: 0.515, Explained Variance Score Test: -0.011 Bootstrap CV 71, alpha = 0.001, R^2 train: 0.886, R^2 test: -2.107 Bootstrap CV 71, alpha = 0.005, R^2 train: 0.626, R^2 test: -0.555 Bootstrap CV 71, alpha = 0.01, R^2 train: 0.453, R^2 test: -0.161 Bootstrap CV 71, alpha = 0.1, R^2 train: 0.050, R^2 test: 0.009 best alpha via bootstrap CV: 0.1 AUC Train: 0.667, Explained Variance Score Train: 0.050 AUC Validation: 0.642, Explained Variance Score Validation: 0.009 AUC Test: 0.523, Explained Variance Score Test: -0.002 Bootstrap CV 69, alpha = 0.001, R^2 train: 0.830, R^2 test: -1.961 Bootstrap CV 69, alpha = 0.005, R^2 train: 0.582, R^2 test: -0.460 Bootstrap CV 69, alpha = 0.01, R^2 train: 0.410, R^2 test: -0.184 Bootstrap CV 69, alpha = 0.1, R^2 train: 0.026, R^2 test: 0.005 best alpha via bootstrap CV: 0.1 AUC Train: 0.622, Explained Variance Score Train: 0.026 AUC Validation: 0.594, Explained Variance Score Validation: 0.008 AUC Test: 0.538, Explained Variance Score Test: 0.003 Bootstrap CV 66, alpha = 0.001, R^2 train: 0.919, R^2 test: -2.129 Bootstrap CV 66, alpha = 0.005, R^2 train: 0.718, R^2 test: -0.990 Bootstrap CV 66, alpha = 0.01, R^2 train: 0.597, R^2 test: -0.733 Bootstrap CV 66, alpha = 0.1, R^2 train: 0.105, R^2 test: -0.022 best alpha via bootstrap CV: 0.1 AUC Train: 0.678, Explained Variance Score Train: 0.105 AUC Validation: 0.475, Explained Variance Score Validation: -0.022 AUC Test: 0.561, Explained Variance Score Test: 0.026 Bootstrap CV 68, alpha = 0.001, R^2 train: 0.801, R^2 test: -3.568 Bootstrap CV 68, alpha = 0.005, R^2 train: 0.603, R^2 test: -0.901 Bootstrap CV 68, alpha = 0.01, R^2 train: 0.492, R^2 test: -0.659 Bootstrap CV 68, alpha = 0.1, R^2 train: 0.053, R^2 test: 0.023 best alpha via bootstrap CV: 0.1 AUC Train: 0.683, Explained Variance Score Train: 0.053 AUC Validation: 0.653, Explained Variance Score Validation: 0.049 AUC Test: 0.551, Explained Variance Score Test: -0.003 Bootstrap CV 79, alpha = 0.001, R^2 train: 0.903, R^2 test: -1.228 Bootstrap CV 79, alpha = 0.005, R^2 train: 0.703, R^2 test: -0.452 Bootstrap CV 79, alpha = 0.01, R^2 train: 0.537, R^2 test: -0.204 Bootstrap CV 79, alpha = 0.1, R^2 train: 0.050, R^2 test: 0.023 best alpha via bootstrap CV: 0.1 AUC Train: 0.617, Explained Variance Score Train: 0.050 AUC Validation: 0.604, Explained Variance Score Validation: 0.029 AUC Test: 0.552, Explained Variance Score Test: -0.004 Bootstrap CV 70, alpha = 0.001, R^2 train: 0.889, R^2 test: -2.583 Bootstrap CV 70, alpha = 0.005, R^2 train: 0.677, R^2 test: -0.212 Bootstrap CV 70, alpha = 0.01, R^2 train: 0.516, R^2 test: 0.051 Bootstrap CV 70, alpha = 0.1, R^2 train: 0.029, R^2 test: 0.004 best alpha via bootstrap CV: 0.1 AUC Train: 0.617, Explained Variance Score Train: 0.029 AUC Validation: 0.438, Explained Variance Score Validation: 0.006 AUC Test: 0.521, Explained Variance Score Test: -0.005 Bootstrap CV 64, alpha = 0.001, R^2 train: 0.858, R^2 test: -1.982 Bootstrap CV 64, alpha = 0.005, R^2 train: 0.653, R^2 test: -0.573 Bootstrap CV 64, alpha = 0.01, R^2 train: 0.518, R^2 test: -0.369 Bootstrap CV 64, alpha = 0.1, R^2 train: 0.034, R^2 test: 0.008 best alpha via bootstrap CV: 0.1 AUC Train: 0.547, Explained Variance Score Train: 0.034 AUC Validation: 0.531, Explained Variance Score Validation: 0.010 AUC Test: 0.533, Explained Variance Score Test: -0.011 Bootstrap CV 65, alpha = 0.001, R^2 train: 0.869, R^2 test: -1.453 Bootstrap CV 65, alpha = 0.005, R^2 train: 0.678, R^2 test: -0.574 Bootstrap CV 65, alpha = 0.01, R^2 train: 0.526, R^2 test: -0.226 Bootstrap CV 65, alpha = 0.1, R^2 train: 0.082, R^2 test: -0.005 best alpha via bootstrap CV: 0.1 AUC Train: 0.751, Explained Variance Score Train: 0.082 AUC Validation: 0.512, Explained Variance Score Validation: -0.005 AUC Test: 0.516, Explained Variance Score Test: -0.006 Bootstrap CV 72, alpha = 0.001, R^2 train: 0.920, R^2 test: -1.637 Bootstrap CV 72, alpha = 0.005, R^2 train: 0.699, R^2 test: -0.564 Bootstrap CV 72, alpha = 0.01, R^2 train: 0.563, R^2 test: -0.278 Bootstrap CV 72, alpha = 0.1, R^2 train: 0.067, R^2 test: 0.014 best alpha via bootstrap CV: 0.1 AUC Train: 0.647, Explained Variance Score Train: 0.067 AUC Validation: 0.594, Explained Variance Score Validation: 0.016 AUC Test: 0.469, Explained Variance Score Test: -0.021 Bootstrap CV 67, alpha = 0.001, R^2 train: 0.869, R^2 test: -0.952 Bootstrap CV 67, alpha = 0.005, R^2 train: 0.666, R^2 test: -0.081 Bootstrap CV 67, alpha = 0.01, R^2 train: 0.539, R^2 test: 0.046 Bootstrap CV 67, alpha = 0.1, R^2 train: 0.014, R^2 test: -0.007 best alpha via bootstrap CV: 0.1 AUC Train: 0.593, Explained Variance Score Train: 0.014 AUC Validation: 0.527, Explained Variance Score Validation: -0.001 AUC Test: 0.611, Explained Variance Score Test: 0.014 Bootstrap CV 77, alpha = 0.001, R^2 train: 0.877, R^2 test: -1.601 Bootstrap CV 77, alpha = 0.005, R^2 train: 0.667, R^2 test: -0.484 Bootstrap CV 77, alpha = 0.01, R^2 train: 0.523, R^2 test: -0.207 Bootstrap CV 77, alpha = 0.1, R^2 train: 0.039, R^2 test: -0.011 best alpha via bootstrap CV: 0.1 AUC Train: 0.673, Explained Variance Score Train: 0.039 AUC Validation: 0.505, Explained Variance Score Validation: -0.007 AUC Test: 0.481, Explained Variance Score Test: -0.007 Bootstrap CV 74, alpha = 0.001, R^2 train: 0.802, R^2 test: -1.249 Bootstrap CV 74, alpha = 0.005, R^2 train: 0.575, R^2 test: -0.376 Bootstrap CV 74, alpha = 0.01, R^2 train: 0.428, R^2 test: -0.205 Bootstrap CV 74, alpha = 0.1, R^2 train: 0.000, R^2 test: -0.050 best alpha via bootstrap CV: 0.1 AUC Train: 0.500, Explained Variance Score Train: 0.000 AUC Validation: 0.500, Explained Variance Score Validation: -0.000 AUC Test: 0.500, Explained Variance Score Test: 0.000 Running batch 6 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 83, alpha = 0.001, R^2 train: 0.854, R^2 test: -2.427 Bootstrap CV 83, alpha = 0.005, R^2 train: 0.553, R^2 test: -0.618 Bootstrap CV 83, alpha = 0.01, R^2 train: 0.406, R^2 test: -0.245 Bootstrap CV 83, alpha = 0.1, R^2 train: 0.002, R^2 test: -0.000 best alpha via bootstrap CV: 0.1 AUC Train: 0.450, Explained Variance Score Train: 0.002 AUC Validation: 0.568, Explained Variance Score Validation: 0.000 AUC Test: 0.464, Explained Variance Score Test: -0.000
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 85, alpha = 0.001, R^2 train: 0.832, R^2 test: -1.426 Bootstrap CV 85, alpha = 0.005, R^2 train: 0.629, R^2 test: -0.376 Bootstrap CV 85, alpha = 0.01, R^2 train: 0.490, R^2 test: -0.354 Bootstrap CV 85, alpha = 0.1, R^2 train: 0.062, R^2 test: -0.004 best alpha via bootstrap CV: 0.1 AUC Train: 0.679, Explained Variance Score Train: 0.062 AUC Validation: 0.445, Explained Variance Score Validation: -0.004 AUC Test: 0.554, Explained Variance Score Test: 0.001 Bootstrap CV 88, alpha = 0.001, R^2 train: 0.867, R^2 test: -1.022 Bootstrap CV 88, alpha = 0.005, R^2 train: 0.661, R^2 test: -0.252 Bootstrap CV 88, alpha = 0.01, R^2 train: 0.550, R^2 test: -0.084 Bootstrap CV 88, alpha = 0.1, R^2 train: 0.032, R^2 test: -0.018 best alpha via bootstrap CV: 0.1 AUC Train: 0.606, Explained Variance Score Train: 0.032 AUC Validation: 0.445, Explained Variance Score Validation: -0.006 AUC Test: 0.520, Explained Variance Score Test: 0.007 Bootstrap CV 80, alpha = 0.001, R^2 train: 0.869, R^2 test: -2.846 Bootstrap CV 80, alpha = 0.005, R^2 train: 0.651, R^2 test: -0.670 Bootstrap CV 80, alpha = 0.01, R^2 train: 0.468, R^2 test: -0.120 Bootstrap CV 80, alpha = 0.1, R^2 train: 0.000, R^2 test: -0.008 best alpha via bootstrap CV: 0.1 AUC Train: 0.601, Explained Variance Score Train: 0.000 AUC Validation: 0.605, Explained Variance Score Validation: 0.001 AUC Test: 0.528, Explained Variance Score Test: 0.000
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 86, alpha = 0.001, R^2 train: 0.900, R^2 test: -0.420 Bootstrap CV 86, alpha = 0.005, R^2 train: 0.697, R^2 test: -0.180 Bootstrap CV 86, alpha = 0.01, R^2 train: 0.557, R^2 test: -0.086 Bootstrap CV 86, alpha = 0.1, R^2 train: 0.104, R^2 test: -0.072 best alpha via bootstrap CV: 0.1 AUC Train: 0.668, Explained Variance Score Train: 0.104 AUC Validation: 0.485, Explained Variance Score Validation: -0.025 AUC Test: 0.544, Explained Variance Score Test: 0.010
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 81, alpha = 0.001, R^2 train: 0.813, R^2 test: -0.668 Bootstrap CV 81, alpha = 0.005, R^2 train: 0.607, R^2 test: -0.185 Bootstrap CV 81, alpha = 0.01, R^2 train: 0.472, R^2 test: -0.132 Bootstrap CV 81, alpha = 0.1, R^2 train: 0.072, R^2 test: -0.065 best alpha via bootstrap CV: 0.1 AUC Train: 0.628, Explained Variance Score Train: 0.072 AUC Validation: 0.472, Explained Variance Score Validation: -0.031 AUC Test: 0.482, Explained Variance Score Test: -0.027 Bootstrap CV 93, alpha = 0.001, R^2 train: 0.925, R^2 test: -1.613 Bootstrap CV 93, alpha = 0.005, R^2 train: 0.756, R^2 test: -0.748 Bootstrap CV 93, alpha = 0.01, R^2 train: 0.597, R^2 test: -0.289 Bootstrap CV 93, alpha = 0.1, R^2 train: 0.069, R^2 test: 0.008 best alpha via bootstrap CV: 0.1 AUC Train: 0.669, Explained Variance Score Train: 0.069 AUC Validation: 0.519, Explained Variance Score Validation: 0.009 AUC Test: 0.517, Explained Variance Score Test: -0.011 Bootstrap CV 94, alpha = 0.001, R^2 train: 0.760, R^2 test: -0.995 Bootstrap CV 94, alpha = 0.005, R^2 train: 0.536, R^2 test: -0.172 Bootstrap CV 94, alpha = 0.01, R^2 train: 0.400, R^2 test: -0.092 Bootstrap CV 94, alpha = 0.1, R^2 train: 0.001, R^2 test: -0.003 best alpha via bootstrap CV: 0.1 AUC Train: 0.587, Explained Variance Score Train: 0.001 AUC Validation: 0.546, Explained Variance Score Validation: 0.000 AUC Test: 0.483, Explained Variance Score Test: -0.000 Bootstrap CV 84, alpha = 0.001, R^2 train: 0.783, R^2 test: -2.399 Bootstrap CV 84, alpha = 0.005, R^2 train: 0.520, R^2 test: -0.492 Bootstrap CV 84, alpha = 0.01, R^2 train: 0.370, R^2 test: -0.257 Bootstrap CV 84, alpha = 0.1, R^2 train: 0.042, R^2 test: -0.020 best alpha via bootstrap CV: 0.1 AUC Train: 0.681, Explained Variance Score Train: 0.042 AUC Validation: 0.507, Explained Variance Score Validation: -0.015 AUC Test: 0.540, Explained Variance Score Test: 0.001
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 89, alpha = 0.001, R^2 train: 0.901, R^2 test: -1.809 Bootstrap CV 89, alpha = 0.005, R^2 train: 0.702, R^2 test: -0.663 Bootstrap CV 89, alpha = 0.01, R^2 train: 0.577, R^2 test: -0.348 Bootstrap CV 89, alpha = 0.1, R^2 train: 0.083, R^2 test: 0.011 best alpha via bootstrap CV: 0.1 AUC Train: 0.724, Explained Variance Score Train: 0.083 AUC Validation: 0.489, Explained Variance Score Validation: 0.011 AUC Test: 0.638, Explained Variance Score Test: 0.045 Bootstrap CV 95, alpha = 0.001, R^2 train: 0.883, R^2 test: -2.654 Bootstrap CV 95, alpha = 0.005, R^2 train: 0.677, R^2 test: -0.614 Bootstrap CV 95, alpha = 0.01, R^2 train: 0.552, R^2 test: -0.241 Bootstrap CV 95, alpha = 0.1, R^2 train: 0.079, R^2 test: -0.016 best alpha via bootstrap CV: 0.1 AUC Train: 0.665, Explained Variance Score Train: 0.079 AUC Validation: 0.559, Explained Variance Score Validation: -0.016 AUC Test: 0.620, Explained Variance Score Test: 0.046 Bootstrap CV 82, alpha = 0.001, R^2 train: 0.875, R^2 test: -5.637 Bootstrap CV 82, alpha = 0.005, R^2 train: 0.624, R^2 test: -1.351 Bootstrap CV 82, alpha = 0.01, R^2 train: 0.441, R^2 test: -0.418 Bootstrap CV 82, alpha = 0.1, R^2 train: 0.008, R^2 test: -0.053 best alpha via bootstrap CV: 0.1 AUC Train: 0.599, Explained Variance Score Train: 0.008 AUC Validation: 0.618, Explained Variance Score Validation: 0.010 AUC Test: 0.598, Explained Variance Score Test: 0.008 Bootstrap CV 90, alpha = 0.001, R^2 train: 0.860, R^2 test: -1.012 Bootstrap CV 90, alpha = 0.005, R^2 train: 0.653, R^2 test: -0.144 Bootstrap CV 90, alpha = 0.01, R^2 train: 0.497, R^2 test: 0.034 Bootstrap CV 90, alpha = 0.1, R^2 train: 0.040, R^2 test: 0.042 best alpha via bootstrap CV: 0.1 AUC Train: 0.667, Explained Variance Score Train: 0.040 AUC Validation: 0.602, Explained Variance Score Validation: 0.054 AUC Test: 0.529, Explained Variance Score Test: -0.003 Bootstrap CV 92, alpha = 0.001, R^2 train: 0.901, R^2 test: -2.260 Bootstrap CV 92, alpha = 0.005, R^2 train: 0.727, R^2 test: -0.403 Bootstrap CV 92, alpha = 0.01, R^2 train: 0.639, R^2 test: -0.232 Bootstrap CV 92, alpha = 0.1, R^2 train: 0.057, R^2 test: -0.004 best alpha via bootstrap CV: 0.1 AUC Train: 0.657, Explained Variance Score Train: 0.057 AUC Validation: 0.616, Explained Variance Score Validation: 0.038 AUC Test: 0.596, Explained Variance Score Test: 0.019 Bootstrap CV 87, alpha = 0.001, R^2 train: 0.910, R^2 test: -2.972 Bootstrap CV 87, alpha = 0.005, R^2 train: 0.690, R^2 test: -0.823 Bootstrap CV 87, alpha = 0.01, R^2 train: 0.558, R^2 test: -0.470 Bootstrap CV 87, alpha = 0.1, R^2 train: 0.006, R^2 test: -0.004 best alpha via bootstrap CV: 0.1 AUC Train: 0.572, Explained Variance Score Train: 0.006 AUC Validation: 0.593, Explained Variance Score Validation: -0.002 AUC Test: 0.574, Explained Variance Score Test: 0.004 Bootstrap CV 91, alpha = 0.001, R^2 train: 0.884, R^2 test: -2.744 Bootstrap CV 91, alpha = 0.005, R^2 train: 0.728, R^2 test: -1.060 Bootstrap CV 91, alpha = 0.01, R^2 train: 0.628, R^2 test: -0.663 Bootstrap CV 91, alpha = 0.1, R^2 train: 0.110, R^2 test: -0.037 best alpha via bootstrap CV: 0.1 AUC Train: 0.669, Explained Variance Score Train: 0.110 AUC Validation: 0.544, Explained Variance Score Validation: -0.019 AUC Test: 0.581, Explained Variance Score Test: 0.023 Running batch 7 of 7 with 4 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 97, alpha = 0.001, R^2 train: 0.871, R^2 test: -1.205 Bootstrap CV 97, alpha = 0.005, R^2 train: 0.661, R^2 test: -0.296 Bootstrap CV 97, alpha = 0.01, R^2 train: 0.543, R^2 test: -0.099 Bootstrap CV 97, alpha = 0.1, R^2 train: 0.064, R^2 test: 0.003 best alpha via bootstrap CV: 0.1 AUC Train: 0.701, Explained Variance Score Train: 0.064 AUC Validation: 0.493, Explained Variance Score Validation: 0.007 AUC Test: 0.542, Explained Variance Score Test: -0.021
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 96, alpha = 0.001, R^2 train: 0.851, R^2 test: -0.932 Bootstrap CV 96, alpha = 0.005, R^2 train: 0.627, R^2 test: -0.263 Bootstrap CV 96, alpha = 0.01, R^2 train: 0.464, R^2 test: -0.079 Bootstrap CV 96, alpha = 0.1, R^2 train: 0.000, R^2 test: -0.011 best alpha via bootstrap CV: 0.1 AUC Train: 0.500, Explained Variance Score Train: 0.000 AUC Validation: 0.500, Explained Variance Score Validation: -0.000 AUC Test: 0.500, Explained Variance Score Test: 0.000 Bootstrap CV 99, alpha = 0.001, R^2 train: 0.849, R^2 test: -1.591 Bootstrap CV 99, alpha = 0.005, R^2 train: 0.614, R^2 test: -0.347 Bootstrap CV 99, alpha = 0.01, R^2 train: 0.468, R^2 test: -0.126 Bootstrap CV 99, alpha = 0.1, R^2 train: 0.027, R^2 test: 0.000 best alpha via bootstrap CV: 0.1 AUC Train: 0.636, Explained Variance Score Train: 0.027 AUC Validation: 0.648, Explained Variance Score Validation: 0.020 AUC Test: 0.523, Explained Variance Score Test: 0.003 Bootstrap CV 98, alpha = 0.001, R^2 train: 0.894, R^2 test: -1.318 Bootstrap CV 98, alpha = 0.005, R^2 train: 0.673, R^2 test: -0.241 Bootstrap CV 98, alpha = 0.01, R^2 train: 0.502, R^2 test: -0.082 Bootstrap CV 98, alpha = 0.1, R^2 train: 0.045, R^2 test: 0.038 best alpha via bootstrap CV: 0.1 AUC Train: 0.655, Explained Variance Score Train: 0.045 AUC Validation: 0.591, Explained Variance Score Validation: 0.039 AUC Test: 0.564, Explained Variance Score Test: 0.018 total Variables 1918 and total subjects: 1751 ->AUC validation: 0.538 95% CI: [0.524 , 0.551] ->AUC test: 0.541 95% CI: [0.532 , 0.549] ->R^2 validation: 0.002 95% CI: [-0.001 , 0.006] ->R^2 test: 0.004 95% CI: [0.002 , 0.007] ->Explained Variance validation: -0.013 95% CI: [-0.018 , -0.007] ->Explained Variance test: -0.000 95% CI: [-0.003 , 0.003] Test set metrics: @threshold:0.965, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:-0.035, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:-0.046, sens:0.000, spec:0.993, ppv:0.000, acc:0.757, f1:0.000, mcc:-0.024, total+:2, total-:348 @threshold:-0.047, sens:0.000, spec:0.989, ppv:0.000, acc:0.754, f1:0.000, mcc:-0.020, total+:3, total-:347 @threshold:-0.052, sens:0.036, spec:0.989, ppv:0.500, acc:0.763, f1:0.067, mcc:0.031, total+:6, total-:344 @threshold:-0.052, sens:0.048, spec:0.989, ppv:0.571, acc:0.766, f1:0.089, mcc:0.043, total+:7, total-:343 @threshold:-0.053, sens:0.048, spec:0.985, ppv:0.500, acc:0.763, f1:0.088, mcc:0.027, total+:8, total-:342 @threshold:-0.056, sens:0.060, spec:0.985, ppv:0.556, acc:0.766, f1:0.109, mcc:0.035, total+:9, total-:341 @threshold:-0.057, sens:0.072, spec:0.978, ppv:0.500, acc:0.763, f1:0.126, mcc:0.022, total+:12, total-:338 @threshold:-0.057, sens:0.084, spec:0.978, ppv:0.538, acc:0.766, f1:0.146, mcc:0.027, total+:13, total-:337 @threshold:-0.057, sens:0.084, spec:0.974, ppv:0.500, acc:0.763, f1:0.144, mcc:0.021, total+:14, total-:336 @threshold:-0.058, sens:0.096, spec:0.974, ppv:0.533, acc:0.766, f1:0.163, mcc:0.024, total+:15, total-:335 @threshold:-0.060, sens:0.096, spec:0.955, ppv:0.400, acc:0.751, f1:0.155, mcc:0.009, total+:20, total-:330 @threshold:-0.060, sens:0.096, spec:0.951, ppv:0.381, acc:0.749, f1:0.154, mcc:0.008, total+:21, total-:329 @threshold:-0.060, sens:0.108, spec:0.951, ppv:0.409, acc:0.751, f1:0.171, mcc:0.009, total+:22, total-:328 @threshold:-0.060, sens:0.108, spec:0.948, ppv:0.391, acc:0.749, f1:0.170, mcc:0.008, total+:23, total-:327 @threshold:-0.060, sens:0.120, spec:0.940, ppv:0.385, acc:0.746, f1:0.183, mcc:0.007, total+:26, total-:324 @threshold:-0.061, sens:0.120, spec:0.936, ppv:0.370, acc:0.743, f1:0.182, mcc:0.006, total+:27, total-:323 @threshold:-0.061, sens:0.120, spec:0.925, ppv:0.333, acc:0.734, f1:0.177, mcc:0.004, total+:30, total-:320 @threshold:-0.061, sens:0.120, spec:0.921, ppv:0.323, acc:0.731, f1:0.175, mcc:0.004, total+:31, total-:319 @threshold:-0.061, sens:0.145, spec:0.918, ppv:0.353, acc:0.734, f1:0.205, mcc:0.005, total+:34, total-:316 @threshold:-0.061, sens:0.145, spec:0.914, ppv:0.343, acc:0.731, f1:0.203, mcc:0.004, total+:35, total-:315 @threshold:-0.062, sens:0.157, spec:0.910, ppv:0.351, acc:0.731, f1:0.217, mcc:0.005, total+:37, total-:313 @threshold:-0.062, sens:0.169, spec:0.891, ppv:0.326, acc:0.720, f1:0.222, mcc:0.003, total+:43, total-:307 @threshold:-0.062, sens:0.169, spec:0.888, ppv:0.318, acc:0.717, f1:0.220, mcc:0.003, total+:44, total-:306 @threshold:-0.062, sens:0.181, spec:0.888, ppv:0.333, acc:0.720, f1:0.234, mcc:0.003, total+:45, total-:305 @threshold:-0.062, sens:0.193, spec:0.884, ppv:0.340, acc:0.720, f1:0.246, mcc:0.004, total+:47, total-:303 @threshold:-0.062, sens:0.193, spec:0.880, ppv:0.333, acc:0.717, f1:0.244, mcc:0.003, total+:48, total-:302 @threshold:-0.063, sens:0.217, spec:0.876, ppv:0.353, acc:0.720, f1:0.269, mcc:0.004, total+:51, total-:299 @threshold:-0.063, sens:0.229, spec:0.873, ppv:0.358, acc:0.720, f1:0.279, mcc:0.004, total+:53, total-:297 @threshold:-0.063, sens:0.229, spec:0.869, ppv:0.352, acc:0.717, f1:0.277, mcc:0.004, total+:54, total-:296 @threshold:-0.064, sens:0.241, spec:0.869, ppv:0.364, acc:0.720, f1:0.290, mcc:0.004, total+:55, total-:295 @threshold:-0.066, sens:0.241, spec:0.861, ppv:0.351, acc:0.714, f1:0.286, mcc:0.004, total+:57, total-:293 @threshold:-0.066, sens:0.253, spec:0.861, ppv:0.362, acc:0.717, f1:0.298, mcc:0.004, total+:58, total-:292 @threshold:-0.067, sens:0.253, spec:0.858, ppv:0.356, acc:0.714, f1:0.296, mcc:0.004, total+:59, total-:291 @threshold:-0.068, sens:0.289, spec:0.843, ppv:0.364, acc:0.711, f1:0.322, mcc:0.004, total+:66, total-:284 @threshold:-0.068, sens:0.289, spec:0.831, ppv:0.348, acc:0.703, f1:0.316, mcc:0.004, total+:69, total-:281 @threshold:-0.068, sens:0.289, spec:0.824, ppv:0.338, acc:0.697, f1:0.312, mcc:0.003, total+:71, total-:279 @threshold:-0.068, sens:0.301, spec:0.820, ppv:0.342, acc:0.697, f1:0.321, mcc:0.003, total+:73, total-:277 @threshold:-0.069, sens:0.325, spec:0.813, ppv:0.351, acc:0.697, f1:0.338, mcc:0.004, total+:77, total-:273 @threshold:-0.069, sens:0.325, spec:0.805, ppv:0.342, acc:0.691, f1:0.333, mcc:0.003, total+:79, total-:271 @threshold:-0.069, sens:0.325, spec:0.801, ppv:0.338, acc:0.689, f1:0.331, mcc:0.003, total+:80, total-:270 @threshold:-0.069, sens:0.337, spec:0.794, ppv:0.337, acc:0.686, f1:0.337, mcc:0.003, total+:83, total-:267 @threshold:-0.071, sens:0.337, spec:0.783, ppv:0.326, acc:0.677, f1:0.331, mcc:0.003, total+:86, total-:264 @threshold:-0.071, sens:0.337, spec:0.779, ppv:0.322, acc:0.674, f1:0.329, mcc:0.002, total+:87, total-:263 @threshold:-0.072, sens:0.349, spec:0.779, ppv:0.330, acc:0.677, f1:0.339, mcc:0.003, total+:88, total-:262 @threshold:-0.073, sens:0.349, spec:0.775, ppv:0.326, acc:0.674, f1:0.337, mcc:0.003, total+:89, total-:261 @threshold:-0.073, sens:0.361, spec:0.768, ppv:0.326, acc:0.671, f1:0.343, mcc:0.003, total+:92, total-:258 @threshold:-0.074, sens:0.361, spec:0.757, ppv:0.316, acc:0.663, f1:0.337, mcc:0.002, total+:95, total-:255 @threshold:-0.074, sens:0.361, spec:0.745, ppv:0.306, acc:0.654, f1:0.331, mcc:0.002, total+:98, total-:252 @threshold:-0.075, sens:0.361, spec:0.734, ppv:0.297, acc:0.646, f1:0.326, mcc:0.002, total+:101, total-:249 @threshold:-0.076, sens:0.361, spec:0.723, ppv:0.288, acc:0.637, f1:0.321, mcc:0.001, total+:104, total-:246 @threshold:-0.076, sens:0.361, spec:0.719, ppv:0.286, acc:0.634, f1:0.319, mcc:0.001, total+:105, total-:245 @threshold:-0.077, sens:0.373, spec:0.697, ppv:0.277, acc:0.620, f1:0.318, mcc:0.001, total+:112, total-:238 @threshold:-0.078, sens:0.373, spec:0.693, ppv:0.274, acc:0.617, f1:0.316, mcc:0.001, total+:113, total-:237 @threshold:-0.078, sens:0.410, spec:0.682, ppv:0.286, acc:0.617, f1:0.337, mcc:0.001, total+:119, total-:231 @threshold:-0.078, sens:0.410, spec:0.678, ppv:0.283, acc:0.614, f1:0.335, mcc:0.001, total+:120, total-:230 @threshold:-0.078, sens:0.422, spec:0.678, ppv:0.289, acc:0.617, f1:0.343, mcc:0.001, total+:121, total-:229 @threshold:-0.079, sens:0.434, spec:0.670, ppv:0.290, acc:0.614, f1:0.348, mcc:0.001, total+:124, total-:226 @threshold:-0.079, sens:0.458, spec:0.663, ppv:0.297, acc:0.614, f1:0.360, mcc:0.002, total+:128, total-:222 @threshold:-0.079, sens:0.458, spec:0.655, ppv:0.292, acc:0.609, f1:0.357, mcc:0.002, total+:130, total-:220 @threshold:-0.079, sens:0.470, spec:0.655, ppv:0.298, acc:0.611, f1:0.364, mcc:0.002, total+:131, total-:219 @threshold:-0.079, sens:0.470, spec:0.644, ppv:0.291, acc:0.603, f1:0.359, mcc:0.001, total+:134, total-:216 @threshold:-0.079, sens:0.614, spec:0.483, ppv:0.270, acc:0.514, f1:0.375, mcc:0.001, total+:189, total-:161 @threshold:-0.079, sens:0.614, spec:0.479, ppv:0.268, acc:0.511, f1:0.374, mcc:0.001, total+:190, total-:160 @threshold:-0.079, sens:0.627, spec:0.468, ppv:0.268, acc:0.506, f1:0.375, mcc:0.001, total+:194, total-:156 @threshold:-0.079, sens:0.627, spec:0.461, ppv:0.265, acc:0.500, f1:0.373, mcc:0.001, total+:196, total-:154 @threshold:-0.079, sens:0.627, spec:0.446, ppv:0.260, acc:0.489, f1:0.367, mcc:0.001, total+:200, total-:150 @threshold:-0.080, sens:0.627, spec:0.442, ppv:0.259, acc:0.486, f1:0.366, mcc:0.001, total+:201, total-:149 @threshold:-0.080, sens:0.639, spec:0.431, ppv:0.259, acc:0.480, f1:0.368, mcc:0.001, total+:205, total-:145 @threshold:-0.080, sens:0.651, spec:0.408, ppv:0.255, acc:0.466, f1:0.366, mcc:0.001, total+:212, total-:138 @threshold:-0.080, sens:0.651, spec:0.404, ppv:0.254, acc:0.463, f1:0.365, mcc:0.001, total+:213, total-:137 @threshold:-0.080, sens:0.651, spec:0.393, ppv:0.250, acc:0.454, f1:0.361, mcc:0.000, total+:216, total-:134 @threshold:-0.080, sens:0.651, spec:0.390, ppv:0.249, acc:0.451, f1:0.360, mcc:0.000, total+:217, total-:133 @threshold:-0.080, sens:0.675, spec:0.375, ppv:0.251, acc:0.446, f1:0.366, mcc:0.000, total+:223, total-:127 @threshold:-0.080, sens:0.687, spec:0.375, ppv:0.254, acc:0.449, f1:0.371, mcc:0.001, total+:224, total-:126 @threshold:-0.080, sens:0.699, spec:0.363, ppv:0.254, acc:0.443, f1:0.373, mcc:0.001, total+:228, total-:122 @threshold:-0.080, sens:0.699, spec:0.360, ppv:0.253, acc:0.440, f1:0.372, mcc:0.001, total+:229, total-:121 @threshold:-0.080, sens:0.723, spec:0.337, ppv:0.253, acc:0.429, f1:0.375, mcc:0.001, total+:237, total-:113 @threshold:-0.080, sens:0.723, spec:0.333, ppv:0.252, acc:0.426, f1:0.374, mcc:0.001, total+:238, total-:112 @threshold:-0.081, sens:0.747, spec:0.318, ppv:0.254, acc:0.420, f1:0.379, mcc:0.001, total+:244, total-:106 @threshold:-0.081, sens:0.747, spec:0.311, ppv:0.252, acc:0.414, f1:0.377, mcc:0.001, total+:246, total-:104 @threshold:-0.081, sens:0.747, spec:0.307, ppv:0.251, acc:0.411, f1:0.376, mcc:0.001, total+:247, total-:103 @threshold:-0.082, sens:0.759, spec:0.288, ppv:0.249, acc:0.400, f1:0.375, mcc:0.000, total+:253, total-:97 @threshold:-0.082, sens:0.783, spec:0.285, ppv:0.254, acc:0.403, f1:0.383, mcc:0.001, total+:256, total-:94 @threshold:-0.084, sens:0.795, spec:0.270, ppv:0.253, acc:0.394, f1:0.384, mcc:0.001, total+:261, total-:89 @threshold:-0.084, sens:0.795, spec:0.266, ppv:0.252, acc:0.391, f1:0.383, mcc:0.001, total+:262, total-:88 @threshold:-0.086, sens:0.819, spec:0.240, ppv:0.251, acc:0.377, f1:0.384, mcc:0.001, total+:271, total-:79 @threshold:-0.086, sens:0.831, spec:0.236, ppv:0.253, acc:0.377, f1:0.388, mcc:0.001, total+:273, total-:77 @threshold:-0.086, sens:0.843, spec:0.232, ppv:0.255, acc:0.377, f1:0.391, mcc:0.001, total+:275, total-:75 @threshold:-0.086, sens:0.843, spec:0.228, ppv:0.254, acc:0.374, f1:0.390, mcc:0.001, total+:276, total-:74 @threshold:-0.088, sens:0.855, spec:0.225, ppv:0.255, acc:0.374, f1:0.393, mcc:0.001, total+:278, total-:72 @threshold:-0.089, sens:0.855, spec:0.221, ppv:0.254, acc:0.371, f1:0.392, mcc:0.001, total+:279, total-:71 @threshold:-0.089, sens:0.867, spec:0.217, ppv:0.256, acc:0.371, f1:0.396, mcc:0.001, total+:281, total-:69 @threshold:-0.089, sens:0.880, spec:0.217, ppv:0.259, acc:0.374, f1:0.400, mcc:0.001, total+:282, total-:68 @threshold:-0.089, sens:0.880, spec:0.213, ppv:0.258, acc:0.371, f1:0.399, mcc:0.001, total+:283, total-:67 @threshold:-0.090, sens:0.880, spec:0.206, ppv:0.256, acc:0.366, f1:0.397, mcc:0.001, total+:285, total-:65 @threshold:-0.090, sens:0.880, spec:0.202, ppv:0.255, acc:0.363, f1:0.396, mcc:0.001, total+:286, total-:64 @threshold:-0.090, sens:0.880, spec:0.191, ppv:0.253, acc:0.354, f1:0.392, mcc:0.001, total+:289, total-:61 @threshold:-0.090, sens:0.880, spec:0.187, ppv:0.252, acc:0.351, f1:0.391, mcc:0.001, total+:290, total-:60 @threshold:-0.090, sens:0.880, spec:0.180, ppv:0.250, acc:0.346, f1:0.389, mcc:0.001, total+:292, total-:58 @threshold:-0.090, sens:0.892, spec:0.165, ppv:0.249, acc:0.337, f1:0.389, mcc:0.001, total+:297, total-:53 @threshold:-0.090, sens:0.892, spec:0.161, ppv:0.248, acc:0.334, f1:0.388, mcc:0.001, total+:298, total-:52 @threshold:-0.093, sens:0.904, spec:0.142, ppv:0.247, acc:0.323, f1:0.388, mcc:0.001, total+:304, total-:46 @threshold:-0.094, sens:0.904, spec:0.139, ppv:0.246, acc:0.320, f1:0.387, mcc:0.001, total+:305, total-:45 @threshold:-0.095, sens:0.916, spec:0.120, ppv:0.244, acc:0.309, f1:0.386, mcc:0.001, total+:311, total-:39 @threshold:-0.095, sens:0.916, spec:0.116, ppv:0.244, acc:0.306, f1:0.385, mcc:0.001, total+:312, total-:38 @threshold:-0.095, sens:0.928, spec:0.116, ppv:0.246, acc:0.309, f1:0.389, mcc:0.001, total+:313, total-:37 @threshold:-0.095, sens:0.928, spec:0.112, ppv:0.245, acc:0.306, f1:0.388, mcc:0.001, total+:314, total-:36 @threshold:-0.096, sens:0.940, spec:0.097, ppv:0.245, acc:0.297, f1:0.388, mcc:0.001, total+:319, total-:31 @threshold:-0.096, sens:0.940, spec:0.094, ppv:0.244, acc:0.294, f1:0.387, mcc:0.001, total+:320, total-:30 @threshold:-0.097, sens:0.952, spec:0.094, ppv:0.246, acc:0.297, f1:0.391, mcc:0.001, total+:321, total-:29 @threshold:-0.097, sens:0.952, spec:0.090, ppv:0.245, acc:0.294, f1:0.390, mcc:0.001, total+:322, total-:28 @threshold:-0.097, sens:0.952, spec:0.079, ppv:0.243, acc:0.286, f1:0.387, mcc:0.001, total+:325, total-:25 @threshold:-0.097, sens:0.964, spec:0.067, ppv:0.243, acc:0.280, f1:0.388, mcc:0.001, total+:329, total-:21 @threshold:-0.098, sens:0.964, spec:0.064, ppv:0.242, acc:0.277, f1:0.387, mcc:0.001, total+:330, total-:20 @threshold:-0.098, sens:0.976, spec:0.064, ppv:0.245, acc:0.280, f1:0.391, mcc:0.001, total+:331, total-:19 @threshold:-0.098, sens:0.976, spec:0.060, ppv:0.244, acc:0.277, f1:0.390, mcc:0.001, total+:332, total-:18 @threshold:-0.099, sens:0.976, spec:0.052, ppv:0.243, acc:0.271, f1:0.388, mcc:0.001, total+:334, total-:16 @threshold:-0.099, sens:0.976, spec:0.049, ppv:0.242, acc:0.269, f1:0.388, mcc:0.001, total+:335, total-:15 @threshold:-0.100, sens:0.988, spec:0.049, ppv:0.244, acc:0.271, f1:0.391, mcc:0.001, total+:336, total-:14 @threshold:-0.100, sens:0.988, spec:0.037, ppv:0.242, acc:0.263, f1:0.389, mcc:0.001, total+:339, total-:11 @threshold:-0.101, sens:0.988, spec:0.034, ppv:0.241, acc:0.260, f1:0.388, mcc:0.001, total+:340, total-:10 @threshold:-0.107, sens:1.000, spec:0.034, ppv:0.243, acc:0.263, f1:0.392, mcc:0.002, total+:341, total-:9 @threshold:-0.107, sens:1.000, spec:0.030, ppv:0.243, acc:0.260, f1:0.391, mcc:0.002, total+:342, total-:8 @threshold:-0.117, sens:1.000, spec:0.004, ppv:0.238, acc:0.240, f1:0.384, mcc:0.002, total+:349, total-:1 * Vital: Ht-avg16to19 | coef 0.016 95% CI: [0.007 , 0.024] | OR_adj 1.016 [1.007 1.025] | occ: 1291 | OR_unadj: 1.538 [1.221 1.939] | indivs AUC:0.568 Correlated most with: Diagnosis:9ccs147:Anal/rectal:0.075 Newborn Diagnosis:9ccs219:Low birth wt:-0.072 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.069 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.069 Diagnosis:9ccs245:Syncope:-0.069 Newborn Diagnosis:9ccs224:Ot perint dx:0.067 Diagnosis:9ccs105:Conduction:0.064 Lab:323854 CULTURE FECES - Sunrise:0.059 Diagnosis:9ccs251:Abdomnl pain:0.058 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.058 * Vital: HC-avg19to24 | coef 0.011 95% CI: [0.002 , 0.019] | OR_adj 1.011 [1.002 1.019] | occ: 933 | OR_unadj: 1.593 [1.247 2.034] | indivs AUC:0.601 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:0.085 Diagnosis:9ccs214:GI cong anom:-0.082 Diagnosis:9ccs229:Fx arm:0.072 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.066 Diagnosis:9ccs245:Syncope:-0.066 Diagnosis:9ccs61:Sickle cell:0.065 Diagnosis:9ccs143:Abdom hernia:0.064 Diagnosis:9ccs251:Abdomnl pain:-0.056 Newborn Diagnosis:9ccs224:Ot perint dx:0.056 Diagnosis:9ccs137:Mouth dx:-0.054 * Vital: HC-avg7to10 | coef 0.010 95% CI: [0.003 , 0.016] | OR_adj 1.010 [1.003 1.016] | occ: 1119 | OR_unadj: 1.386 [1.102 1.744] | indivs AUC:0.563 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.084 Lab:297262 HEMOGLOBIN (HEMOCUE):0.083 Diagnosis:9ccs232:Sprain:0.074 Diagnosis:9ccs75:Hx mental dx:0.073 Diagnosis:9ccs2603:E Codes: Fall:0.070 Diagnosis:9ccs245:Syncope:-0.069 Diagnosis:9ccs209:Ot acq defor:0.061 Newborn Diagnosis:9ccs221:Resp distres:-0.058 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.057 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.057 * Vital: Ht-avg1to3 | coef 0.008 95% CI: [0.004 , 0.013] | OR_adj 1.008 [1.004 1.013] | occ: 1374 | OR_unadj: 1.477 [1.174 1.858] | indivs AUC:0.528 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.290 Diagnosis:9ccs219:Low birth wt:-0.225 Newborn Diagnosis:9ccs221:Resp distres:-0.146 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.126 Newborn Diagnosis:9ccs256:Exam/eval:-0.108 Newborn Diagnosis:9ccs253:Allergy:-0.106 Newborn Diagnosis:9ccs222:Perint jaund:-0.099 Lab:297262 HEMOGLOBIN (HEMOCUE):0.095 Diagnosis:9ccs254:Rehab:-0.085 Diagnosis:9ccs2:Septicemia:0.078 Vital: Ht Percentile-gain13to19 | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.003 1.009] | occ: 832 | OR_unadj: 1.172 [0.894 1.536] | indivs AUC:0.476 Correlated most with: Diagnosis:9ccs244:Other injury:0.068 Newborn Diagnosis:9ccs191:Amnios dx:-0.067 Newborn Diagnosis:9ccs223:Birth trauma:-0.066 Diagnosis:9ccs259:Unclassified:0.064 Diagnosis:9ccs98:HTN:0.061 Diagnosis:9ccs230:Fx leg:0.058 Diagnosis:9ccs254:Rehab:0.055 Diagnosis:10ccs58:Ot nutrit dx:-0.051 Diagnosis:9ccs250:Nausea/vomit:0.049 Diagnosis:9ccs75:Hx mental dx:-0.049 * Vital: HC-gain0to24 | coef 0.006 95% CI: [-0.001 , 0.013] | OR_adj 1.006 [0.999 1.013] | occ: 920 | OR_unadj: 1.672 [1.308 2.137] | indivs AUC:0.604 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:0.085 Diagnosis:9ccs214:GI cong anom:-0.083 Diagnosis:9ccs229:Fx arm:0.072 Diagnosis:9ccs245:Syncope:-0.067 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.066 Diagnosis:9ccs61:Sickle cell:0.063 Diagnosis:9ccs251:Abdomnl pain:-0.057 Diagnosis:9ccs143:Abdom hernia:0.056 Newborn Diagnosis:9ccs224:Ot perint dx:0.056 Diagnosis:9ccs105:Conduction:0.054 MatDeliveryAge | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.529 Correlated most with: MatDeliveryAge:1.000 Newborn Diagnosis:9ccs259:Unclassified:0.132 Number of Visits:0.107 Diagnosis:9ccs239:Superfic inj:0.080 Diagnosis:9ccs86:Cataract:0.072 Diagnosis:9ccs70:Schizo/rl dx:0.068 Diagnosis:9ccs115:Aneurysm:0.068 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.067 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.066 Diagnosis:9ccs123:Influenza:0.062 Vital: Ht-avg7to10 | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.483 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.153 Diagnosis:9ccs219:Low birth wt:-0.081 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.063 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.063 Newborn Diagnosis:9ccs256:Exam/eval:-0.060 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.059 Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.059 Diagnosis:9ccs223:Birth trauma:0.059 Lab:323854 CULTURE FECES - Sunrise:0.059 Diagnosis:9ccs200:Oth skin dx:0.058 Vital: HC-gain1to5 | coef -0.005 95% CI: [-0.008 , -0.002] | OR_adj 0.995 [0.992 0.998] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.445 Correlated most with: Number of Visits:0.113 Diagnosis:9ccs126:Ot up rsp in:0.097 Diagnosis:9ccs125:Bronchitis:0.086 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.080 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.080 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.075 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.075 Diagnosis:9ccs124:Tonsillitis:0.075 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.074 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.074 * Vital: Ht-avg0to1 | coef 0.005 95% CI: [0.000 , 0.009] | OR_adj 1.005 [1.000 1.009] | occ: 1350 | OR_unadj: 1.413 [1.125 1.774] | indivs AUC:0.574 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.333 Diagnosis:9ccs219:Low birth wt:-0.286 Newborn Diagnosis:9ccs253:Allergy:-0.131 Newborn Diagnosis:9ccs221:Resp distres:-0.120 Lab:297262 HEMOGLOBIN (HEMOCUE):0.114 Newborn Diagnosis:9ccs222:Perint jaund:-0.114 Newborn Diagnosis:9ccs256:Exam/eval:-0.101 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.082 Lab:294203 BILIRUBIN TOTAL - LMC:-0.068 Diagnosis:9ccs2611:E Codes: Natural/environment:0.068 * Vital: Ht Percentile-avg16to19 | coef 0.004 95% CI: [0.001 , 0.008] | OR_adj 1.004 [1.001 1.008] | occ: 747 | OR_unadj: 1.399 [1.073 1.825] | indivs AUC:0.547 Correlated most with: Diagnosis:9ccs147:Anal/rectal:0.072 Diagnosis:9ccs223:Birth trauma:0.069 Diagnosis:9ccs229:Fx arm:0.068 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.065 Diagnosis:9ccs105:Conduction:0.064 Diagnosis:9ccs208:Acq foot def:0.064 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.064 Diagnosis:9ccs120:Hemmorhoids:0.064 Diagnosis:9ccs239:Superfic inj:-0.061 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.060 * Vital: Ht Percentile-avg10to13 | coef 0.004 95% CI: [0.001 , 0.007] | OR_adj 1.004 [1.001 1.007] | occ: 660 | OR_unadj: 1.758 [1.345 2.298] | indivs AUC:0.555 Correlated most with: Diagnosis:9ccs223:Birth trauma:0.096 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.089 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.080 Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.080 Newborn Diagnosis:9ccs223:Birth trauma:0.075 Newborn Diagnosis:9ccs219:Low birth wt:-0.069 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.069 Diagnosis:9ccs56:Cystic fibro:-0.066 Newborn Diagnosis:9ccs104:Oth heart dx:-0.066 Newborn Diagnosis:9ccs97:Carditis:-0.066 * Vital: Ht Percentile-latest | coef 0.004 95% CI: [0.002 , 0.007] | OR_adj 1.004 [1.002 1.007] | occ: 1058 | OR_unadj: 1.698 [1.338 2.155] | indivs AUC:0.611 Correlated most with: Diagnosis:9ccs229:Fx arm:0.077 Diagnosis:9ccs59:Anemia:-0.070 Diagnosis:9ccs136:Teeth dx:-0.061 Diagnosis:9ccs244:Other injury:0.059 Newborn Diagnosis:9ccs224:Ot perint dx:0.056 Diagnosis:9ccs145:Int obstruct:-0.055 Newborn Diagnosis:9ccs166:Oth male gen:0.054 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.053 Diagnosis:9ccs120:Hemmorhoids:0.053 Diagnosis:9ccs212:Ot bone dx:-0.053 * Vital: Ht Percentile-avg19to24 | coef 0.004 95% CI: [0.001 , 0.007] | OR_adj 1.004 [1.001 1.007] | occ: 931 | OR_unadj: 1.595 [1.246 2.040] | indivs AUC:0.596 Correlated most with: Diagnosis:9ccs229:Fx arm:0.084 Diagnosis:9ccs136:Teeth dx:-0.078 Diagnosis:9ccs59:Anemia:-0.076 Diagnosis:9ccs212:Ot bone dx:-0.061 Diagnosis:9ccs120:Hemmorhoids:0.060 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.060 Diagnosis:9ccs147:Anal/rectal:0.058 Diagnosis:9ccs243:Poisn nonmed:-0.058 Newborn Diagnosis:9ccs223:Birth trauma:0.056 Diagnosis:9ccs105:Conduction:0.056 Vital: HC-gain13to19 | coef 0.004 95% CI: [0.001 , 0.007] | OR_adj 1.004 [1.001 1.007] | occ: 1054 | OR_unadj: 1.081 [0.862 1.357] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs166:Oth male gen:-0.060 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.060 Diagnosis:9ccs243:Poisn nonmed:0.059 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.055 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.054 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.054 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.053 Newborn Diagnosis:9ccs216:Nerv cong an:-0.049 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.049 Diagnosis:9ccs74:Ot mentl cnd:0.049 Vital: Ht Percentile-gain10to16 | coef -0.004 95% CI: [-0.006 , -0.001] | OR_adj 0.996 [0.994 0.999] | occ: 760 | OR_unadj: 0.965 [0.731 1.274] | indivs AUC:0.544 Correlated most with: Diagnosis:9ccs0:No DX:0.103 Diagnosis:9ccs105:Conduction:0.092 Diagnosis:9ccs230:Fx leg:-0.075 Diagnosis:9ccs228:Fx skull fac:0.074 Diagnosis:9ccs167:Breast dx:0.074 Lab:294199 BILIRUBIN SCAN - LMC:-0.071 Lab:292495 LEAD LEVEL - Sunrise:0.069 Diagnosis:9ccs51:Ot endo dsor:-0.065 Diagnosis:9ccs222:Perint jaund:-0.061 Diagnosis:9ccs72:Anxiety dx:0.061 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest | coef 0.004 95% CI: [0.000 , 0.007] | OR_adj 1.004 [1.000 1.007] | occ: 1128 | OR_unadj: 1.098 [0.856 1.409] | indivs AUC:0.440 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.998 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.949 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.946 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.788 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.787 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.787 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.785 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.746 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.744 Vital: HC-avg3to5 | coef 0.003 95% CI: [0.000 , 0.006] | OR_adj 1.003 [1.000 1.006] | occ: 1164 | OR_unadj: 1.089 [0.860 1.379] | indivs AUC:0.511 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.154 Newborn Diagnosis:9ccs221:Resp distres:-0.100 Diagnosis:9ccs219:Low birth wt:-0.091 Lab:297262 HEMOGLOBIN (HEMOCUE):0.089 Newborn Diagnosis:9ccs224:Ot perint dx:0.079 Diagnosis:9ccs56:Cystic fibro:-0.079 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.072 Diagnosis:9ccs105:Conduction:0.071 Newborn Diagnosis:9ccs222:Perint jaund:-0.068 Newborn Diagnosis:9ccs253:Allergy:-0.068 Vital: Ht-gain7to13 | coef -0.003 95% CI: [-0.006 , 0.000] | OR_adj 0.997 [0.994 1.000] | occ: 1476 | OR_unadj: 1.168 [0.864 1.580] | indivs AUC:0.536 Correlated most with: Lab:292147 TSH - Sunrise:0.084 Lab:294205 TSH REFLEX TO FT4 - LMC:0.069 Diagnosis:9ccs86:Cataract:-0.066 Lab:292495 LEAD LEVEL - Sunrise:-0.063 Diagnosis:9ccs238:Complic proc:0.063 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.063 Diagnosis:9ccs5:HIV infectn:0.056 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.055 Diagnosis:9ccs197:Skin infectn:0.055 Diagnosis:9ccs2604:E Codes: Fire/burn:0.053 Vital: Ht-gain13to19 | coef 0.003 95% CI: [0.000 , 0.005] | OR_adj 1.003 [1.000 1.005] | occ: 1399 | OR_unadj: 1.182 [0.941 1.485] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs130:Pleurisy:0.075 Diagnosis:9ccs243:Poisn nonmed:0.062 Diagnosis:9ccs181:Ot preg comp:-0.053 Diagnosis:9ccs106:Dysrhythmia:-0.053 Diagnosis:9ccs5:HIV infectn:-0.052 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.052 Diagnosis:9ccs230:Fx leg:0.051 Diagnosis:9ccs98:HTN:0.051 Diagnosis:9ccs142:Appendicitis:0.050 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.049 * Vital: Ht Percentile-gain7to13 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 690 | OR_unadj: 1.479 [1.110 1.972] | indivs AUC:0.576 Correlated most with: Lab:294048 STOOL CULTURE - LMC:0.094 Diagnosis:9ccs229:Fx arm:0.086 Lab:292495 LEAD LEVEL - Sunrise:-0.080 Newborn Diagnosis:9ccs136:Teeth dx:-0.079 Diagnosis:9ccs231:Oth fracture:0.079 Diagnosis:9ccs230:Fx leg:0.073 Newborn Diagnosis:9ccs220:Birth asphyx:-0.064 Diagnosis:9ccs62:Coag/hemr dx:-0.054 Diagnosis:9ccs151:Oth liver dx:-0.051 Diagnosis:9ccs258:Other screen:-0.051 * Vital: Ht Percentile-gain0to24 | coef 0.003 95% CI: [-0.000 , 0.006] | OR_adj 1.003 [1.000 1.006] | occ: 926 | OR_unadj: 1.596 [1.246 2.043] | indivs AUC:0.590 Correlated most with: Diagnosis:9ccs229:Fx arm:0.084 Diagnosis:9ccs136:Teeth dx:-0.075 Diagnosis:9ccs59:Anemia:-0.074 Diagnosis:9ccs147:Anal/rectal:0.061 Diagnosis:9ccs212:Ot bone dx:-0.061 Diagnosis:9ccs120:Hemmorhoids:0.060 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.060 Diagnosis:9ccs243:Poisn nonmed:-0.056 Diagnosis:9ccs105:Conduction:0.056 Newborn Diagnosis:9ccs223:Birth trauma:0.056 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest | coef 0.002 95% CI: [-0.000 , 0.005] | OR_adj 1.002 [1.000 1.005] | occ: 1073 | OR_unadj: 1.178 [0.920 1.510] | indivs AUC:0.544 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.996 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.560 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.558 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.558 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.556 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.473 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.472 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.450 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.449 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 1068 | OR_unadj: 1.150 [0.896 1.474] | indivs AUC:0.537 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.996 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.560 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.559 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.558 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.557 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.474 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.473 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.451 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.449 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest | coef 0.002 95% CI: [-0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 1129 | OR_unadj: 1.207 [0.948 1.536] | indivs AUC:0.479 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.999 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.673 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.672 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.633 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.632 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.613 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.612 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.357 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.355 * Vital: Ht-latest | coef 0.002 95% CI: [-0.000 , 0.005] | OR_adj 1.002 [1.000 1.005] | occ: 1665 | OR_unadj: 1.383 [1.078 1.773] | indivs AUC:0.555 Correlated most with: Number of Visits:0.416 Diagnosis:9ccs126:Ot up rsp in:0.347 Diagnosis:9ccs10:Immuniz/scrn:0.289 Diagnosis:9ccs92:Otitis media:0.280 Diagnosis:9ccs7:Viral infect:0.183 Diagnosis:9ccs257:Ot aftercare:0.180 Diagnosis:9ccs135:Intest infct:0.160 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.146 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.145 Diagnosis:9ccs125:Bronchitis:0.140 Vital: Ht Percentile-avg5to7 | coef 0.002 95% CI: [-0.001 , 0.005] | OR_adj 1.002 [0.999 1.005] | occ: 474 | OR_unadj: 1.174 [0.856 1.610] | indivs AUC:0.517 Correlated most with: Diagnosis:9ccs117:Ot circul dx:-0.088 Diagnosis:9ccs219:Low birth wt:-0.082 Newborn Diagnosis:9ccs217:Ot cong anom:0.081 Diagnosis:9ccs223:Birth trauma:0.074 Newborn Diagnosis:9ccs97:Carditis:-0.072 Newborn Diagnosis:9ccs239:Superfic inj:-0.072 Newborn Diagnosis:9ccs104:Oth heart dx:-0.072 Diagnosis:9ccs162:Ot dx bladdr:0.072 Diagnosis:9ccs48:Thyroid dsor:-0.071 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.069 Vital: Ht-gain10to16 | coef -0.002 95% CI: [-0.004 , 0.000] | OR_adj 0.998 [0.996 1.000] | occ: 1442 | OR_unadj: 0.837 [0.658 1.064] | indivs AUC:0.499 Correlated most with: Number of Visits:0.069 Diagnosis:9ccs214:GI cong anom:0.067 Lab:292495 LEAD LEVEL - Sunrise:0.062 Diagnosis:9ccs86:Cataract:0.060 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.058 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.057 Diagnosis:9ccs230:Fx leg:-0.053 Diagnosis:9ccs243:Poisn nonmed:-0.053 Diagnosis:9ccs98:HTN:-0.053 Newborn Diagnosis:9ccs162:Ot dx bladdr:-0.051 Vital: Ht Percentile-gain5to10 | coef -0.002 95% CI: [-0.004 , 0.000] | OR_adj 0.998 [0.996 1.000] | occ: 590 | OR_unadj: 0.909 [0.659 1.253] | indivs AUC:0.501 Correlated most with: Newborn Diagnosis:9ccs252:Fatigue:-0.083 Lab:294048 STOOL CULTURE - LMC:-0.078 Diagnosis:9ccs72:Anxiety dx:-0.076 Newborn Diagnosis:9ccs223:Birth trauma:0.074 Diagnosis:9ccs2620:E Codes: Unspecified:-0.071 Diagnosis:9ccs214:GI cong anom:-0.065 Diagnosis:9ccs9:Sexual Infxs:-0.063 Newborn Diagnosis:9ccs191:Amnios dx:-0.062 Lab:292495 LEAD LEVEL - Sunrise:0.057 Diagnosis:9ccs243:Poisn nonmed:0.055 Number of Visits | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 1696 | OR_unadj: 0.956 [0.759 1.205] | indivs AUC:0.444 Correlated most with: Number of Visits:1.000 Diagnosis:9ccs126:Ot up rsp in:0.440 Diagnosis:9ccs7:Viral infect:0.408 Diagnosis:9ccs92:Otitis media:0.404 Diagnosis:9ccs257:Ot aftercare:0.371 Diagnosis:9ccs155:Other GI dx:0.323 Diagnosis:9ccs133:Oth low resp:0.321 Diagnosis:9ccs128:Asthma:0.320 Diagnosis:9ccs253:Allergy:0.299 Diagnosis:9ccs135:Intest infct:0.295 Vital: HC-gain0to3 | coef 0.002 95% CI: [-0.002 , 0.005] | OR_adj 1.002 [0.998 1.005] | occ: 1344 | OR_unadj: 1.162 [0.915 1.474] | indivs AUC:0.517 Correlated most with: Diagnosis:9ccs2611:E Codes: Natural/environment:0.067 Diagnosis:9ccs6:Hepatitis:0.066 Newborn Diagnosis:9ccs91:Other eye dx:-0.065 Diagnosis:9ccs251:Abdomnl pain:-0.064 Diagnosis:9ccs120:Hemmorhoids:-0.064 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.064 Diagnosis:9ccs240:Burns:-0.059 Diagnosis:9ccs200:Oth skin dx:0.057 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.055 Newborn Diagnosis:9ccs106:Dysrhythmia:0.052 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef -0.001 95% CI: [-0.003 , -0.000] | OR_adj 0.999 [0.997 1.000] | occ: 1123 | OR_unadj: 1.078 [0.842 1.380] | indivs AUC:0.554 Correlated most with: Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:1.000 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.996 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.736 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.734 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.673 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.670 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.639 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.638 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.623 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.621 Vital: HC-latest | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 1631 | OR_unadj: 1.158 [0.909 1.475] | indivs AUC:0.546 Correlated most with: Number of Visits:0.268 Diagnosis:9ccs126:Ot up rsp in:0.236 Diagnosis:9ccs257:Ot aftercare:0.193 Diagnosis:9ccs92:Otitis media:0.191 Diagnosis:9ccs10:Immuniz/scrn:0.188 Diagnosis:9ccs125:Bronchitis:0.168 Diagnosis:9ccs7:Viral infect:0.160 Diagnosis:9ccs128:Asthma:0.128 Diagnosis:9ccs135:Intest infct:0.113 Diagnosis:9ccs90:Eye infectn:0.110 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 1123 | OR_unadj: 1.303 [1.018 1.669] | indivs AUC:0.504 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.998 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.486 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.485 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.463 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.462 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.438 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.438 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.392 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.391 Vital: Temp-avg3to5 | coef 0.001 95% CI: [-0.002 , 0.004] | OR_adj 1.001 [0.998 1.004] | occ: 1345 | OR_unadj: 1.059 [0.839 1.337] | indivs AUC:0.533 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:-0.083 Diagnosis:9ccs7:Viral infect:-0.078 Lab:292147 TSH - Sunrise:0.070 Diagnosis:9ccs155:Other GI dx:0.068 Newborn Diagnosis:9ccs213:Cardiac anom:-0.062 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.059 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.059 Newborn Diagnosis:9ccs0:No DX:-0.059 Diagnosis:9ccs256:Exam/eval:0.057 Diagnosis:9ccs258:Other screen:-0.054 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 1122 | OR_unadj: 1.093 [0.852 1.402] | indivs AUC:0.443 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.998 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.948 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.945 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.789 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.787 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.787 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.783 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.746 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.744 Vital: HC-gain16to24 | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 1079 | OR_unadj: 1.219 [0.956 1.555] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:-0.076 Number of Visits:-0.073 Lab:306854 PLATELET COUNT - Sunrise:-0.061 Diagnosis:9ccs2611:E Codes: Natural/environment:0.058 Diagnosis:9ccs113:Late eff CVD:0.056 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.054 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.054 Diagnosis:9ccs6:Hepatitis:-0.052 Lab:323854 CULTURE FECES - Sunrise:-0.051 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.049 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1122 | OR_unadj: 1.304 [1.019 1.669] | indivs AUC:0.514 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.998 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.511 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.511 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.345 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.345 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.214 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.213 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.196 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.195 * Diagnosis:9ccs128:Asthma | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 202 | OR_unadj: 1.499 [1.080 2.082] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs128:Asthma:1.000 Number of Visits:0.320 Diagnosis:9ccs122:Pneumonia:0.304 Diagnosis:9ccs125:Bronchitis:0.246 Diagnosis:9ccs92:Otitis media:0.232 Diagnosis:9ccs257:Ot aftercare:0.189 Diagnosis:9ccs133:Oth low resp:0.170 Diagnosis:9ccs127:COPD:0.160 Diagnosis:9ccs126:Ot up rsp in:0.156 Diagnosis:9ccs7:Viral infect:0.137 Vital: Ht Percentile-gain3to7 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 514 | OR_unadj: 0.967 [0.692 1.353] | indivs AUC:0.509 Correlated most with: Newborn Diagnosis:9ccs166:Oth male gen:0.094 Lab:294199 BILIRUBIN SCAN - LMC:0.094 Diagnosis:9ccs154:Gastroent:-0.076 Diagnosis:9ccs48:Thyroid dsor:-0.070 Diagnosis:9ccs83:Epilepsy/cnv:0.058 Diagnosis:9ccs200:Oth skin dx:-0.052 Diagnosis:9ccs64:Ot hematl dx:0.051 Diagnosis:9ccs215:gu cong anom:-0.050 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.049 Diagnosis:9ccs141:Ot dx stomch:-0.048 Vital: Ht Percentile-avg7to10 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 538 | OR_unadj: 1.276 [0.951 1.712] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs117:Ot circul dx:-0.084 Diagnosis:9ccs219:Low birth wt:-0.084 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.080 Diagnosis:9ccs223:Birth trauma:0.077 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.075 Newborn Diagnosis:9ccs224:Ot perint dx:0.070 Newborn Diagnosis:9ccs253:Allergy:-0.068 Diagnosis:9ccs120:Hemmorhoids:0.067 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.067 Newborn Diagnosis:9ccs166:Oth male gen:0.061 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 1116 | OR_unadj: 1.314 [1.027 1.682] | indivs AUC:0.519 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.998 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.512 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.511 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.345 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.344 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.213 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.213 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.195 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.195 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef -0.001 95% CI: [-0.002 , 0.000] | OR_adj 0.999 [0.998 1.000] | occ: 1067 | OR_unadj: 1.024 [0.789 1.329] | indivs AUC:0.503 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.998 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.507 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.506 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.481 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.480 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.444 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.443 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.351 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.348 Vital: Ht Percentile-gain16to24 | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 975 | OR_unadj: 1.147 [0.882 1.492] | indivs AUC:0.549 Correlated most with: Number of Visits:-0.088 Diagnosis:9ccs259:Unclassified:-0.085 Diagnosis:9ccs59:Anemia:-0.077 Diagnosis:9ccs181:Ot preg comp:0.056 Diagnosis:9ccs257:Ot aftercare:-0.055 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.055 Diagnosis:9ccs133:Oth low resp:-0.055 Diagnosis:9ccs143:Abdom hernia:-0.054 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.054 Diagnosis:9ccs127:COPD:-0.052 * Vital: Ht-avg19to24 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1391 | OR_unadj: 1.584 [1.262 1.987] | indivs AUC:0.584 Correlated most with: Diagnosis:9ccs242:Poisn ot med:-0.075 Diagnosis:9ccs127:COPD:0.072 Diagnosis:9ccs55:Fluid/elc dx:-0.071 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.066 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.065 Newborn Diagnosis:9ccs224:Ot perint dx:0.062 Newborn Diagnosis:9ccs219:Low birth wt:-0.061 Diagnosis:9ccs133:Oth low resp:0.061 Diagnosis:9ccs62:Coag/hemr dx:-0.060 Diagnosis:9ccs147:Anal/rectal:0.060 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1120 | OR_unadj: 1.111 [0.861 1.433] | indivs AUC:0.443 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.996 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.919 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.916 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.787 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.785 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.714 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.712 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.666 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.664 Vital: HC-avg13to16 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 973 | OR_unadj: 1.129 [0.890 1.433] | indivs AUC:0.554 Correlated most with: Lab:297262 HEMOGLOBIN (HEMOCUE):0.082 Diagnosis:9ccs143:Abdom hernia:0.073 Newborn Diagnosis:9ccs224:Ot perint dx:0.068 Diagnosis:9ccs229:Fx arm:0.067 Diagnosis:9ccs62:Coag/hemr dx:0.066 Diagnosis:9ccs76:Meningitis:-0.063 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.059 Diagnosis:9ccs70:Schizo/rl dx:0.059 Lab:294048 STOOL CULTURE - LMC:-0.059 Diagnosis:9ccs209:Ot acq defor:0.055 Diagnosis:9ccs7:Viral infect | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 797 | OR_unadj: 0.878 [0.699 1.102] | indivs AUC:0.449 Correlated most with: Diagnosis:9ccs7:Viral infect:1.000 Number of Visits:0.408 Diagnosis:9ccs126:Ot up rsp in:0.270 Diagnosis:9ccs10:Immuniz/scrn:0.243 Diagnosis:9ccs257:Ot aftercare:0.225 Diagnosis:9ccs125:Bronchitis:0.219 Diagnosis:9ccs92:Otitis media:0.216 Diagnosis:9ccs200:Oth skin dx:0.216 Diagnosis:9ccs155:Other GI dx:0.202 Diagnosis:9ccs255:Social admin:0.189 Vital: Ht-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1419 | OR_unadj: 1.156 [0.909 1.469] | indivs AUC:0.506 Correlated most with: Newborn Diagnosis:9ccs106:Dysrhythmia:0.080 Diagnosis:9ccs86:Cataract:0.078 Diagnosis:9ccs8:Oth infectns:0.072 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.069 Diagnosis:9ccs2:Septicemia:0.067 Diagnosis:9ccs216:Nerv cong an:-0.061 Diagnosis:9ccs44:Neoplsm unsp:0.060 Diagnosis:9ccs245:Syncope:-0.055 Diagnosis:9ccs106:Dysrhythmia:-0.053 Diagnosis:9ccs140:Gastritis:0.052 Vital: Ht Percentile-avg13to16 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 661 | OR_unadj: 1.285 [0.973 1.695] | indivs AUC:0.545 Correlated most with: Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.088 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.088 Newborn Diagnosis:9ccs223:Birth trauma:0.074 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.066 Lab:323854 CULTURE FECES - Sunrise:0.065 Diagnosis:9ccs120:Hemmorhoids:0.064 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.064 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.064 Newborn Diagnosis:9ccs253:Allergy:-0.064 Newborn Diagnosis:9ccs97:Carditis:-0.063 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1123 | OR_unadj: 0.843 [0.641 1.108] | indivs AUC:0.482 Correlated most with: Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:1.000 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.997 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.918 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.916 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.746 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.746 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.744 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.743 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.714 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.712 Vital: Ht Percentile-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 407 | OR_unadj: 1.123 [0.792 1.592] | indivs AUC:0.524 Correlated most with: Diagnosis:9ccs223:Birth trauma:0.105 Newborn Diagnosis:9ccs219:Low birth wt:-0.084 Diagnosis:9ccs162:Ot dx bladdr:0.084 Newborn Diagnosis:9ccs239:Superfic inj:-0.079 Newborn Diagnosis:9ccs104:Oth heart dx:-0.079 Newborn Diagnosis:9ccs97:Carditis:-0.079 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.078 Diagnosis:9ccs215:gu cong anom:0.077 Lab:323854 CULTURE FECES - Sunrise:0.074 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.072 Vital: Ht-gain5to10 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1443 | OR_unadj: 1.120 [0.888 1.414] | indivs AUC:0.506 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:-0.068 Newborn Diagnosis:9ccs0:No DX:0.061 Diagnosis:9ccs181:Ot preg comp:0.059 Diagnosis:10ccs238:Complic proc:-0.059 Diagnosis:9ccs2604:E Codes: Fire/burn:-0.059 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.059 Diagnosis:9ccs197:Skin infectn:-0.057 Newborn Diagnosis:9ccs97:Carditis:-0.056 Newborn Diagnosis:9ccs104:Oth heart dx:-0.056 Newborn Diagnosis:9ccs239:Superfic inj:-0.056 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1120 | OR_unadj: 1.164 [0.907 1.495] | indivs AUC:0.426 Correlated most with: Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:1.000 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.996 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.736 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.733 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.691 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.689 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.673 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.671 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.652 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.649 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1129 | OR_unadj: 1.087 [0.853 1.386] | indivs AUC:0.475 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.999 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.511 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.511 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.309 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.309 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.258 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.257 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.245 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.244 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1129 | OR_unadj: 1.187 [0.933 1.510] | indivs AUC:0.504 Correlated most with: Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.996 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.387 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.385 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.382 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.381 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.357 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.355 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.345 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.344 Vital: Temp-latest | coef 0.000 95% CI: [-0.003 , 0.003] | OR_adj 1.000 [0.997 1.003] | occ: 1676 | OR_unadj: 1.157 [0.921 1.453] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:0.083 Diagnosis:9ccs124:Tonsillitis:0.081 Diagnosis:9ccs154:Gastroent:-0.079 Lab:323854 CULTURE FECES - Sunrise:-0.075 Lab:306854 PLATELET COUNT - Sunrise:0.074 Diagnosis:9ccs238:Complic proc:0.069 Diagnosis:9ccs92:Otitis media:0.064 Diagnosis:9ccs126:Ot up rsp in:0.062 Diagnosis:9ccs151:Oth liver dx:-0.062 Diagnosis:9ccs239:Superfic inj:-0.059 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1129 | OR_unadj: 1.293 [1.010 1.656] | indivs AUC:0.499 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.998 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.487 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.486 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.463 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.462 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.440 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.438 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.393 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.392 * Vital: HC-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1235 | OR_unadj: 1.366 [1.082 1.723] | indivs AUC:0.544 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.245 Diagnosis:9ccs219:Low birth wt:-0.191 Newborn Diagnosis:9ccs221:Resp distres:-0.114 Lab:297262 HEMOGLOBIN (HEMOCUE):0.102 Newborn Diagnosis:9ccs222:Perint jaund:-0.094 Newborn Diagnosis:9ccs253:Allergy:-0.090 Newborn Diagnosis:9ccs106:Dysrhythmia:-0.087 Lab:294199 BILIRUBIN SCAN - LMC:-0.077 Diagnosis:9ccs2603:E Codes: Fall:0.075 Newborn Diagnosis:9ccs223:Birth trauma:0.068 Vital: Ht-gain16to24 | coef 0.000 95% CI: [-0.001 , 0.002] | OR_adj 1.000 [0.999 1.002] | occ: 1442 | OR_unadj: 0.985 [0.700 1.387] | indivs AUC:0.536 Correlated most with: Number of Visits:-0.094 Diagnosis:9ccs55:Fluid/elc dx:-0.073 Newborn Diagnosis:9ccs106:Dysrhythmia:-0.066 Diagnosis:9ccs66:Alchl-r mntl:-0.062 Diagnosis:9ccs115:Aneurysm:-0.061 Diagnosis:9ccs126:Ot up rsp in:-0.059 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.054 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.054 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.053 Diagnosis:9ccs181:Ot preg comp:0.053 Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 806 | OR_unadj: 0.965 [0.769 1.210] | indivs AUC:0.471 Correlated most with: Newborn Diagnosis:9ccs224:Ot perint dx:1.000 Newborn Diagnosis:9ccs222:Perint jaund:0.121 Newborn Diagnosis:9ccs96:Hrt valve dx:0.091 Diagnosis:9ccs7:Viral infect:-0.087 Newborn Diagnosis:9ccs256:Exam/eval:0.084 Newborn Diagnosis:9ccs0:No DX:-0.080 Newborn Diagnosis:9ccs253:Allergy:0.069 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.067 Diagnosis:9ccs64:Ot hematl dx:0.067 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.065 Vital: Ht Percentile-gain1to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 452 | OR_unadj: 0.762 [0.526 1.105] | indivs AUC:0.466 Correlated most with: Newborn Diagnosis:9ccs220:Birth asphyx:0.121 Diagnosis:9ccs167:Breast dx:-0.062 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.060 Lab:292147 TSH - Sunrise:0.057 Diagnosis:9ccs228:Fx skull fac:-0.057 Diagnosis:9ccs258:Other screen:-0.051 Diagnosis:9ccs143:Abdom hernia:0.050 Diagnosis:9ccs48:Thyroid dsor:0.046 Diagnosis:9ccs231:Oth fracture:-0.046 Diagnosis:9ccs253:Allergy:-0.045 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1124 | OR_unadj: 1.167 [0.908 1.500] | indivs AUC:0.513 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.999 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.337 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.336 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.310 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.309 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.300 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.298 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.293 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.292 Census:Percent; Estimate; Percent high school graduate or higher-latest | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1129 | OR_unadj: 1.179 [0.933 1.489] | indivs AUC:0.455 Correlated most with: Census:Percent; Estimate; Percent high school graduate or higher-latest:1.000 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.933 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.931 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.918 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.916 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.794 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.792 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.788 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.787 Census:Percent; Estimate; Percent high school graduate or higher-birth | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1123 | OR_unadj: 1.190 [0.942 1.504] | indivs AUC:0.459 Correlated most with: Census:Percent; Estimate; Percent high school graduate or higher-birth:1.000 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.933 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.931 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.918 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.915 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.794 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.792 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.789 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.787 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1061 | OR_unadj: 1.018 [0.783 1.322] | indivs AUC:0.501 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.998 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.508 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.506 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.482 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.481 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.445 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.443 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.349 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.347 Vital : 0.0943873149398 MatDeliveryAge : 0.00520976254667 Census : 0.0112800887297 Number of Visits : 0.00166007495861 Diagnosis : 0.000567345857583 Newborn Diagnosis : 9.67914796105e-05 Time to run analysis 0:00:45.543741 Total Time elapsed 5:06:37.022133 ----------------------------------------------------- boys no_min no_wt_bmi randomforest regression Running batch 1 of 7 with 16 nodes Bootstrap CV 13, alpha = (3000, 2, 1), R^2 train: 0.847, R^2 test: -0.078 Bootstrap CV 13, alpha = (3000, 2, 2), R^2 train: 0.788, R^2 test: -0.038 Bootstrap CV 13, alpha = (3000, 2, 5), R^2 train: 0.594, R^2 test: -0.029 Bootstrap CV 13, alpha = (3000, 2, 7), R^2 train: 0.502, R^2 test: -0.028 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.953, Explained Variance Score Train: 0.502 AUC Validation: 0.618, Explained Variance Score Validation: -0.019 AUC Test: 0.608, Explained Variance Score Test: -0.007 Bootstrap CV 10, alpha = (3000, 2, 1), R^2 train: 0.856, R^2 test: -0.075 Bootstrap CV 10, alpha = (3000, 2, 2), R^2 train: 0.783, R^2 test: -0.030 Bootstrap CV 10, alpha = (3000, 2, 5), R^2 train: 0.569, R^2 test: -0.010 Bootstrap CV 10, alpha = (3000, 2, 7), R^2 train: 0.470, R^2 test: 0.006 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.936, Explained Variance Score Train: 0.470 AUC Validation: 0.568, Explained Variance Score Validation: 0.007 AUC Test: 0.642, Explained Variance Score Test: 0.058 Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.859, R^2 test: -0.071 Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.786, R^2 test: -0.074 Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.595, R^2 test: -0.096 Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.502, R^2 test: -0.075 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.933, Explained Variance Score Train: 0.503 AUC Validation: 0.461, Explained Variance Score Validation: -0.074 AUC Test: 0.602, Explained Variance Score Test: 0.019 Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.849, R^2 test: 0.002 Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.767, R^2 test: -0.025 Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.540, R^2 test: -0.035 Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.448, R^2 test: -0.041 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.956, Explained Variance Score Train: 0.448 AUC Validation: 0.526, Explained Variance Score Validation: -0.014 AUC Test: 0.561, Explained Variance Score Test: -0.008 Bootstrap CV 12, alpha = (3000, 2, 1), R^2 train: 0.846, R^2 test: -0.219 Bootstrap CV 12, alpha = (3000, 2, 2), R^2 train: 0.744, R^2 test: -0.138 Bootstrap CV 12, alpha = (3000, 2, 5), R^2 train: 0.525, R^2 test: -0.067 Bootstrap CV 12, alpha = (3000, 2, 7), R^2 train: 0.434, R^2 test: -0.076 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.940, Explained Variance Score Train: 0.435 AUC Validation: 0.496, Explained Variance Score Validation: -0.005 AUC Test: 0.634, Explained Variance Score Test: 0.048 Bootstrap CV 11, alpha = (3000, 2, 1), R^2 train: 0.863, R^2 test: -0.126 Bootstrap CV 11, alpha = (3000, 2, 2), R^2 train: 0.777, R^2 test: -0.077 Bootstrap CV 11, alpha = (3000, 2, 5), R^2 train: 0.598, R^2 test: -0.035 Bootstrap CV 11, alpha = (3000, 2, 7), R^2 train: 0.502, R^2 test: -0.016 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.962, Explained Variance Score Train: 0.502 AUC Validation: 0.480, Explained Variance Score Validation: -0.011 AUC Test: 0.579, Explained Variance Score Test: -0.008 Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.849, R^2 test: -0.241 Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.783, R^2 test: -0.112 Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.576, R^2 test: -0.015 Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.474, R^2 test: 0.005 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.951, Explained Variance Score Train: 0.474 AUC Validation: 0.595, Explained Variance Score Validation: 0.008 AUC Test: 0.588, Explained Variance Score Test: -0.012 Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.854, R^2 test: -0.074 Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.765, R^2 test: -0.047 Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.555, R^2 test: -0.007 Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.466, R^2 test: -0.010 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.955, Explained Variance Score Train: 0.466 AUC Validation: 0.548, Explained Variance Score Validation: -0.010 AUC Test: 0.581, Explained Variance Score Test: -0.019 Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.863, R^2 test: 0.019 Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.810, R^2 test: 0.022 Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.622, R^2 test: -0.032 Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.528, R^2 test: -0.035 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.933, Explained Variance Score Train: 0.528 AUC Validation: 0.528, Explained Variance Score Validation: -0.027 AUC Test: 0.622, Explained Variance Score Test: 0.066 Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.856, R^2 test: -0.070 Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.796, R^2 test: -0.072 Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.590, R^2 test: -0.051 Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.484, R^2 test: -0.045 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.941, Explained Variance Score Train: 0.484 AUC Validation: 0.539, Explained Variance Score Validation: -0.029 AUC Test: 0.516, Explained Variance Score Test: -0.044 Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.849, R^2 test: -0.034 Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.785, R^2 test: -0.072 Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.590, R^2 test: -0.082 Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.500, R^2 test: -0.087 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.890, Explained Variance Score Train: 0.500 AUC Validation: 0.632, Explained Variance Score Validation: -0.043 AUC Test: 0.648, Explained Variance Score Test: 0.090 Bootstrap CV 14, alpha = (3000, 2, 1), R^2 train: 0.851, R^2 test: 0.032 Bootstrap CV 14, alpha = (3000, 2, 2), R^2 train: 0.787, R^2 test: 0.030 Bootstrap CV 14, alpha = (3000, 2, 5), R^2 train: 0.596, R^2 test: 0.037 Bootstrap CV 14, alpha = (3000, 2, 7), R^2 train: 0.493, R^2 test: 0.032 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.945, Explained Variance Score Train: 0.493 AUC Validation: 0.687, Explained Variance Score Validation: 0.034 AUC Test: 0.591, Explained Variance Score Test: 0.010 Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.849, R^2 test: 0.042 Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.771, R^2 test: 0.046 Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.574, R^2 test: 0.068 Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.459, R^2 test: 0.072 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.959, Explained Variance Score Train: 0.459 AUC Validation: 0.729, Explained Variance Score Validation: 0.084 AUC Test: 0.581, Explained Variance Score Test: 0.001 Bootstrap CV 15, alpha = (3000, 2, 1), R^2 train: 0.868, R^2 test: -0.355 Bootstrap CV 15, alpha = (3000, 2, 2), R^2 train: 0.818, R^2 test: -0.362 Bootstrap CV 15, alpha = (3000, 2, 5), R^2 train: 0.625, R^2 test: -0.336 Bootstrap CV 15, alpha = (3000, 2, 7), R^2 train: 0.527, R^2 test: -0.273 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.925, Explained Variance Score Train: 0.527 AUC Validation: 0.523, Explained Variance Score Validation: -0.171 AUC Test: 0.531, Explained Variance Score Test: -0.041 Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.860, R^2 test: -0.160 Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.796, R^2 test: -0.159 Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.598, R^2 test: -0.132 Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.505, R^2 test: -0.118 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.994, Explained Variance Score Train: 0.860 AUC Validation: 0.586, Explained Variance Score Validation: -0.156 AUC Test: 0.576, Explained Variance Score Test: -0.096 Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.867, R^2 test: -0.144 Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.776, R^2 test: -0.189 Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.549, R^2 test: -0.181 Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.466, R^2 test: -0.131 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.986, Explained Variance Score Train: 0.867 AUC Validation: 0.550, Explained Variance Score Validation: -0.142 AUC Test: 0.608, Explained Variance Score Test: -0.042 Running batch 2 of 7 with 16 nodes Bootstrap CV 21, alpha = (3000, 2, 1), R^2 train: 0.854, R^2 test: -0.032 Bootstrap CV 21, alpha = (3000, 2, 2), R^2 train: 0.799, R^2 test: 0.008 Bootstrap CV 21, alpha = (3000, 2, 5), R^2 train: 0.612, R^2 test: 0.053 Bootstrap CV 21, alpha = (3000, 2, 7), R^2 train: 0.522, R^2 test: 0.059 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.956, Explained Variance Score Train: 0.523 AUC Validation: 0.653, Explained Variance Score Validation: 0.063 AUC Test: 0.612, Explained Variance Score Test: 0.009 Bootstrap CV 16, alpha = (3000, 2, 1), R^2 train: 0.861, R^2 test: -0.115 Bootstrap CV 16, alpha = (3000, 2, 2), R^2 train: 0.767, R^2 test: -0.091 Bootstrap CV 16, alpha = (3000, 2, 5), R^2 train: 0.559, R^2 test: 0.070 Bootstrap CV 16, alpha = (3000, 2, 7), R^2 train: 0.472, R^2 test: 0.061 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.974, Explained Variance Score Train: 0.559 AUC Validation: 0.686, Explained Variance Score Validation: 0.071 AUC Test: 0.600, Explained Variance Score Test: -0.014 Bootstrap CV 17, alpha = (3000, 2, 1), R^2 train: 0.850, R^2 test: -0.092 Bootstrap CV 17, alpha = (3000, 2, 2), R^2 train: 0.771, R^2 test: -0.079 Bootstrap CV 17, alpha = (3000, 2, 5), R^2 train: 0.575, R^2 test: -0.107 Bootstrap CV 17, alpha = (3000, 2, 7), R^2 train: 0.475, R^2 test: -0.087 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.956, Explained Variance Score Train: 0.475 AUC Validation: 0.472, Explained Variance Score Validation: -0.087 AUC Test: 0.583, Explained Variance Score Test: 0.010 Bootstrap CV 31, alpha = (3000, 2, 1), R^2 train: 0.842, R^2 test: 0.003 Bootstrap CV 31, alpha = (3000, 2, 2), R^2 train: 0.766, R^2 test: 0.047 Bootstrap CV 31, alpha = (3000, 2, 5), R^2 train: 0.560, R^2 test: 0.064 Bootstrap CV 31, alpha = (3000, 2, 7), R^2 train: 0.473, R^2 test: 0.051 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.970, Explained Variance Score Train: 0.560 AUC Validation: 0.602, Explained Variance Score Validation: 0.075 AUC Test: 0.640, Explained Variance Score Test: 0.017 Bootstrap CV 19, alpha = (3000, 2, 1), R^2 train: 0.852, R^2 test: -0.089 Bootstrap CV 19, alpha = (3000, 2, 2), R^2 train: 0.780, R^2 test: -0.112 Bootstrap CV 19, alpha = (3000, 2, 5), R^2 train: 0.576, R^2 test: -0.123 Bootstrap CV 19, alpha = (3000, 2, 7), R^2 train: 0.488, R^2 test: -0.109 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.967, Explained Variance Score Train: 0.488 AUC Validation: 0.387, Explained Variance Score Validation: -0.106 AUC Test: 0.622, Explained Variance Score Test: 0.067 Bootstrap CV 18, alpha = (3000, 2, 1), R^2 train: 0.843, R^2 test: -0.162 Bootstrap CV 18, alpha = (3000, 2, 2), R^2 train: 0.755, R^2 test: -0.152 Bootstrap CV 18, alpha = (3000, 2, 5), R^2 train: 0.536, R^2 test: -0.122 Bootstrap CV 18, alpha = (3000, 2, 7), R^2 train: 0.441, R^2 test: -0.131 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.948, Explained Variance Score Train: 0.441 AUC Validation: 0.462, Explained Variance Score Validation: -0.108 AUC Test: 0.542, Explained Variance Score Test: 0.004 Bootstrap CV 20, alpha = (3000, 2, 1), R^2 train: 0.857, R^2 test: -0.106 Bootstrap CV 20, alpha = (3000, 2, 2), R^2 train: 0.776, R^2 test: 0.003 Bootstrap CV 20, alpha = (3000, 2, 5), R^2 train: 0.584, R^2 test: 0.044 Bootstrap CV 20, alpha = (3000, 2, 7), R^2 train: 0.492, R^2 test: 0.059 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.959, Explained Variance Score Train: 0.492 AUC Validation: 0.705, Explained Variance Score Validation: 0.059 AUC Test: 0.537, Explained Variance Score Test: -0.024 Bootstrap CV 29, alpha = (3000, 2, 1), R^2 train: 0.871, R^2 test: -0.084 Bootstrap CV 29, alpha = (3000, 2, 2), R^2 train: 0.798, R^2 test: -0.128 Bootstrap CV 29, alpha = (3000, 2, 5), R^2 train: 0.612, R^2 test: -0.034 Bootstrap CV 29, alpha = (3000, 2, 7), R^2 train: 0.528, R^2 test: -0.030 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.957, Explained Variance Score Train: 0.528 AUC Validation: 0.501, Explained Variance Score Validation: -0.028 AUC Test: 0.568, Explained Variance Score Test: -0.060 Bootstrap CV 28, alpha = (3000, 2, 1), R^2 train: 0.851, R^2 test: -0.047 Bootstrap CV 28, alpha = (3000, 2, 2), R^2 train: 0.789, R^2 test: -0.040 Bootstrap CV 28, alpha = (3000, 2, 5), R^2 train: 0.587, R^2 test: 0.003 Bootstrap CV 28, alpha = (3000, 2, 7), R^2 train: 0.496, R^2 test: 0.021 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.993, Explained Variance Score Train: 0.851 AUC Validation: 0.561, Explained Variance Score Validation: -0.039 AUC Test: 0.630, Explained Variance Score Test: 0.042 Bootstrap CV 24, alpha = (3000, 2, 1), R^2 train: 0.861, R^2 test: -0.164 Bootstrap CV 24, alpha = (3000, 2, 2), R^2 train: 0.798, R^2 test: -0.157 Bootstrap CV 24, alpha = (3000, 2, 5), R^2 train: 0.609, R^2 test: -0.091 Bootstrap CV 24, alpha = (3000, 2, 7), R^2 train: 0.519, R^2 test: -0.082 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.949, Explained Variance Score Train: 0.519 AUC Validation: 0.480, Explained Variance Score Validation: -0.066 AUC Test: 0.557, Explained Variance Score Test: -0.002 Bootstrap CV 23, alpha = (3000, 2, 1), R^2 train: 0.873, R^2 test: -0.079 Bootstrap CV 23, alpha = (3000, 2, 2), R^2 train: 0.794, R^2 test: -0.082 Bootstrap CV 23, alpha = (3000, 2, 5), R^2 train: 0.558, R^2 test: -0.097 Bootstrap CV 23, alpha = (3000, 2, 7), R^2 train: 0.475, R^2 test: -0.040 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.895, Explained Variance Score Train: 0.475 AUC Validation: 0.521, Explained Variance Score Validation: -0.038 AUC Test: 0.650, Explained Variance Score Test: 0.001 Bootstrap CV 25, alpha = (3000, 2, 1), R^2 train: 0.848, R^2 test: -0.170 Bootstrap CV 25, alpha = (3000, 2, 2), R^2 train: 0.759, R^2 test: -0.066 Bootstrap CV 25, alpha = (3000, 2, 5), R^2 train: 0.571, R^2 test: -0.022 Bootstrap CV 25, alpha = (3000, 2, 7), R^2 train: 0.479, R^2 test: -0.006 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.973, Explained Variance Score Train: 0.571 AUC Validation: 0.579, Explained Variance Score Validation: -0.021 AUC Test: 0.609, Explained Variance Score Test: 0.014 Bootstrap CV 27, alpha = (3000, 2, 1), R^2 train: 0.864, R^2 test: -0.035 Bootstrap CV 27, alpha = (3000, 2, 2), R^2 train: 0.794, R^2 test: -0.050 Bootstrap CV 27, alpha = (3000, 2, 5), R^2 train: 0.575, R^2 test: 0.021 Bootstrap CV 27, alpha = (3000, 2, 7), R^2 train: 0.472, R^2 test: 0.026 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.929, Explained Variance Score Train: 0.472 AUC Validation: 0.636, Explained Variance Score Validation: 0.038 AUC Test: 0.605, Explained Variance Score Test: 0.044 Bootstrap CV 30, alpha = (3000, 2, 1), R^2 train: 0.852, R^2 test: -0.124 Bootstrap CV 30, alpha = (3000, 2, 2), R^2 train: 0.789, R^2 test: -0.091 Bootstrap CV 30, alpha = (3000, 2, 5), R^2 train: 0.590, R^2 test: -0.034 Bootstrap CV 30, alpha = (3000, 2, 7), R^2 train: 0.490, R^2 test: -0.017 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.963, Explained Variance Score Train: 0.491 AUC Validation: 0.562, Explained Variance Score Validation: -0.015 AUC Test: 0.561, Explained Variance Score Test: -0.012 Bootstrap CV 26, alpha = (3000, 2, 1), R^2 train: 0.842, R^2 test: -0.100 Bootstrap CV 26, alpha = (3000, 2, 2), R^2 train: 0.749, R^2 test: -0.087 Bootstrap CV 26, alpha = (3000, 2, 5), R^2 train: 0.546, R^2 test: -0.045 Bootstrap CV 26, alpha = (3000, 2, 7), R^2 train: 0.454, R^2 test: -0.037 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.947, Explained Variance Score Train: 0.454 AUC Validation: 0.529, Explained Variance Score Validation: -0.035 AUC Test: 0.541, Explained Variance Score Test: -0.015 Bootstrap CV 22, alpha = (3000, 2, 1), R^2 train: 0.849, R^2 test: -0.104 Bootstrap CV 22, alpha = (3000, 2, 2), R^2 train: 0.761, R^2 test: -0.062 Bootstrap CV 22, alpha = (3000, 2, 5), R^2 train: 0.514, R^2 test: -0.032 Bootstrap CV 22, alpha = (3000, 2, 7), R^2 train: 0.437, R^2 test: -0.014 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.964, Explained Variance Score Train: 0.437 AUC Validation: 0.581, Explained Variance Score Validation: -0.012 AUC Test: 0.600, Explained Variance Score Test: 0.018 Running batch 3 of 7 with 16 nodes Bootstrap CV 37, alpha = (3000, 2, 1), R^2 train: 0.849, R^2 test: -0.009 Bootstrap CV 37, alpha = (3000, 2, 2), R^2 train: 0.745, R^2 test: 0.001 Bootstrap CV 37, alpha = (3000, 2, 5), R^2 train: 0.563, R^2 test: -0.014 Bootstrap CV 37, alpha = (3000, 2, 7), R^2 train: 0.465, R^2 test: -0.022 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.964, Explained Variance Score Train: 0.563 AUC Validation: 0.575, Explained Variance Score Validation: 0.017 AUC Test: 0.564, Explained Variance Score Test: -0.029 Bootstrap CV 44, alpha = (3000, 2, 1), R^2 train: 0.834, R^2 test: 0.005 Bootstrap CV 44, alpha = (3000, 2, 2), R^2 train: 0.739, R^2 test: -0.000 Bootstrap CV 44, alpha = (3000, 2, 5), R^2 train: 0.530, R^2 test: 0.013 Bootstrap CV 44, alpha = (3000, 2, 7), R^2 train: 0.427, R^2 test: 0.008 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.936, Explained Variance Score Train: 0.427 AUC Validation: 0.628, Explained Variance Score Validation: 0.017 AUC Test: 0.505, Explained Variance Score Test: -0.016 Bootstrap CV 32, alpha = (3000, 2, 1), R^2 train: 0.851, R^2 test: -0.330 Bootstrap CV 32, alpha = (3000, 2, 2), R^2 train: 0.758, R^2 test: -0.039 Bootstrap CV 32, alpha = (3000, 2, 5), R^2 train: 0.568, R^2 test: -0.023 Bootstrap CV 32, alpha = (3000, 2, 7), R^2 train: 0.479, R^2 test: -0.011 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.935, Explained Variance Score Train: 0.479 AUC Validation: 0.614, Explained Variance Score Validation: -0.007 AUC Test: 0.565, Explained Variance Score Test: 0.021 Bootstrap CV 46, alpha = (3000, 2, 1), R^2 train: 0.879, R^2 test: 0.078 Bootstrap CV 46, alpha = (3000, 2, 2), R^2 train: 0.823, R^2 test: 0.076 Bootstrap CV 46, alpha = (3000, 2, 5), R^2 train: 0.642, R^2 test: 0.036 Bootstrap CV 46, alpha = (3000, 2, 7), R^2 train: 0.551, R^2 test: 0.029 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.926, Explained Variance Score Train: 0.551 AUC Validation: 0.575, Explained Variance Score Validation: 0.032 AUC Test: 0.557, Explained Variance Score Test: -0.049 Bootstrap CV 40, alpha = (3000, 2, 1), R^2 train: 0.861, R^2 test: 0.085 Bootstrap CV 40, alpha = (3000, 2, 2), R^2 train: 0.791, R^2 test: 0.114 Bootstrap CV 40, alpha = (3000, 2, 5), R^2 train: 0.593, R^2 test: 0.123 Bootstrap CV 40, alpha = (3000, 2, 7), R^2 train: 0.494, R^2 test: 0.089 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.948, Explained Variance Score Train: 0.593 AUC Validation: 0.632, Explained Variance Score Validation: 0.124 AUC Test: 0.622, Explained Variance Score Test: 0.052 Bootstrap CV 36, alpha = (3000, 2, 1), R^2 train: 0.846, R^2 test: -0.276 Bootstrap CV 36, alpha = (3000, 2, 2), R^2 train: 0.727, R^2 test: -0.158 Bootstrap CV 36, alpha = (3000, 2, 5), R^2 train: 0.480, R^2 test: -0.104 Bootstrap CV 36, alpha = (3000, 2, 7), R^2 train: 0.399, R^2 test: -0.090 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.941, Explained Variance Score Train: 0.400 AUC Validation: 0.429, Explained Variance Score Validation: -0.089 AUC Test: 0.542, Explained Variance Score Test: -0.037 Bootstrap CV 33, alpha = (3000, 2, 1), R^2 train: 0.849, R^2 test: -0.059 Bootstrap CV 33, alpha = (3000, 2, 2), R^2 train: 0.768, R^2 test: -0.022 Bootstrap CV 33, alpha = (3000, 2, 5), R^2 train: 0.550, R^2 test: 0.015 Bootstrap CV 33, alpha = (3000, 2, 7), R^2 train: 0.450, R^2 test: 0.027 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.942, Explained Variance Score Train: 0.450 AUC Validation: 0.625, Explained Variance Score Validation: 0.039 AUC Test: 0.584, Explained Variance Score Test: -0.009 Bootstrap CV 41, alpha = (3000, 2, 1), R^2 train: 0.865, R^2 test: -0.199 Bootstrap CV 41, alpha = (3000, 2, 2), R^2 train: 0.776, R^2 test: -0.238 Bootstrap CV 41, alpha = (3000, 2, 5), R^2 train: 0.575, R^2 test: -0.146 Bootstrap CV 41, alpha = (3000, 2, 7), R^2 train: 0.481, R^2 test: -0.160 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.989, Explained Variance Score Train: 0.865 AUC Validation: 0.545, Explained Variance Score Validation: -0.196 AUC Test: 0.625, Explained Variance Score Test: -0.036 Bootstrap CV 43, alpha = (3000, 2, 1), R^2 train: 0.854, R^2 test: -0.078 Bootstrap CV 43, alpha = (3000, 2, 2), R^2 train: 0.792, R^2 test: -0.043 Bootstrap CV 43, alpha = (3000, 2, 5), R^2 train: 0.582, R^2 test: -0.030 Bootstrap CV 43, alpha = (3000, 2, 7), R^2 train: 0.494, R^2 test: -0.023 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.955, Explained Variance Score Train: 0.494 AUC Validation: 0.587, Explained Variance Score Validation: 0.002 AUC Test: 0.611, Explained Variance Score Test: 0.019 Bootstrap CV 34, alpha = (3000, 2, 1), R^2 train: 0.861, R^2 test: -0.072 Bootstrap CV 34, alpha = (3000, 2, 2), R^2 train: 0.809, R^2 test: -0.077 Bootstrap CV 34, alpha = (3000, 2, 5), R^2 train: 0.605, R^2 test: -0.013 Bootstrap CV 34, alpha = (3000, 2, 7), R^2 train: 0.506, R^2 test: 0.013 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.982, Explained Variance Score Train: 0.506 AUC Validation: 0.604, Explained Variance Score Validation: 0.018 AUC Test: 0.570, Explained Variance Score Test: 0.003 Bootstrap CV 47, alpha = (3000, 2, 1), R^2 train: 0.864, R^2 test: -0.016 Bootstrap CV 47, alpha = (3000, 2, 2), R^2 train: 0.792, R^2 test: -0.029 Bootstrap CV 47, alpha = (3000, 2, 5), R^2 train: 0.595, R^2 test: 0.004 Bootstrap CV 47, alpha = (3000, 2, 7), R^2 train: 0.494, R^2 test: 0.017 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.929, Explained Variance Score Train: 0.494 AUC Validation: 0.619, Explained Variance Score Validation: 0.038 AUC Test: 0.569, Explained Variance Score Test: 0.000 Bootstrap CV 39, alpha = (3000, 2, 1), R^2 train: 0.850, R^2 test: 0.088 Bootstrap CV 39, alpha = (3000, 2, 2), R^2 train: 0.782, R^2 test: 0.041 Bootstrap CV 39, alpha = (3000, 2, 5), R^2 train: 0.580, R^2 test: 0.051 Bootstrap CV 39, alpha = (3000, 2, 7), R^2 train: 0.486, R^2 test: 0.054 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.964, Explained Variance Score Train: 0.487 AUC Validation: 0.624, Explained Variance Score Validation: 0.059 AUC Test: 0.510, Explained Variance Score Test: -0.042 Bootstrap CV 35, alpha = (3000, 2, 1), R^2 train: 0.850, R^2 test: -0.096 Bootstrap CV 35, alpha = (3000, 2, 2), R^2 train: 0.736, R^2 test: 0.019 Bootstrap CV 35, alpha = (3000, 2, 5), R^2 train: 0.558, R^2 test: 0.043 Bootstrap CV 35, alpha = (3000, 2, 7), R^2 train: 0.466, R^2 test: 0.044 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.981, Explained Variance Score Train: 0.736 AUC Validation: 0.617, Explained Variance Score Validation: 0.025 AUC Test: 0.609, Explained Variance Score Test: 0.018 Bootstrap CV 45, alpha = (3000, 2, 1), R^2 train: 0.848, R^2 test: -0.120 Bootstrap CV 45, alpha = (3000, 2, 2), R^2 train: 0.750, R^2 test: -0.116 Bootstrap CV 45, alpha = (3000, 2, 5), R^2 train: 0.529, R^2 test: -0.026 Bootstrap CV 45, alpha = (3000, 2, 7), R^2 train: 0.447, R^2 test: -0.024 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.963, Explained Variance Score Train: 0.447 AUC Validation: 0.645, Explained Variance Score Validation: -0.014 AUC Test: 0.642, Explained Variance Score Test: 0.015 Bootstrap CV 38, alpha = (3000, 2, 1), R^2 train: 0.863, R^2 test: -0.179 Bootstrap CV 38, alpha = (3000, 2, 2), R^2 train: 0.793, R^2 test: -0.079 Bootstrap CV 38, alpha = (3000, 2, 5), R^2 train: 0.599, R^2 test: -0.049 Bootstrap CV 38, alpha = (3000, 2, 7), R^2 train: 0.501, R^2 test: -0.037 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.934, Explained Variance Score Train: 0.501 AUC Validation: 0.550, Explained Variance Score Validation: -0.023 AUC Test: 0.574, Explained Variance Score Test: -0.037 Bootstrap CV 42, alpha = (3000, 2, 1), R^2 train: 0.860, R^2 test: -0.235 Bootstrap CV 42, alpha = (3000, 2, 2), R^2 train: 0.793, R^2 test: -0.192 Bootstrap CV 42, alpha = (3000, 2, 5), R^2 train: 0.586, R^2 test: -0.101 Bootstrap CV 42, alpha = (3000, 2, 7), R^2 train: 0.485, R^2 test: -0.043 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.912, Explained Variance Score Train: 0.485 AUC Validation: 0.554, Explained Variance Score Validation: -0.002 AUC Test: 0.627, Explained Variance Score Test: 0.006 Running batch 4 of 7 with 16 nodes Bootstrap CV 59, alpha = (3000, 2, 1), R^2 train: 0.860, R^2 test: -0.107 Bootstrap CV 59, alpha = (3000, 2, 2), R^2 train: 0.779, R^2 test: -0.084 Bootstrap CV 59, alpha = (3000, 2, 5), R^2 train: 0.575, R^2 test: -0.052 Bootstrap CV 59, alpha = (3000, 2, 7), R^2 train: 0.488, R^2 test: -0.039 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.926, Explained Variance Score Train: 0.488 AUC Validation: 0.501, Explained Variance Score Validation: -0.039 AUC Test: 0.654, Explained Variance Score Test: 0.057 Bootstrap CV 55, alpha = (3000, 2, 1), R^2 train: 0.852, R^2 test: -0.063 Bootstrap CV 55, alpha = (3000, 2, 2), R^2 train: 0.801, R^2 test: -0.070 Bootstrap CV 55, alpha = (3000, 2, 5), R^2 train: 0.601, R^2 test: -0.090 Bootstrap CV 55, alpha = (3000, 2, 7), R^2 train: 0.500, R^2 test: -0.046 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.951, Explained Variance Score Train: 0.500 AUC Validation: 0.541, Explained Variance Score Validation: -0.045 AUC Test: 0.529, Explained Variance Score Test: -0.011 Bootstrap CV 50, alpha = (3000, 2, 1), R^2 train: 0.859, R^2 test: -0.172 Bootstrap CV 50, alpha = (3000, 2, 2), R^2 train: 0.741, R^2 test: -0.178 Bootstrap CV 50, alpha = (3000, 2, 5), R^2 train: 0.554, R^2 test: -0.106 Bootstrap CV 50, alpha = (3000, 2, 7), R^2 train: 0.472, R^2 test: -0.108 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.938, Explained Variance Score Train: 0.472 AUC Validation: 0.435, Explained Variance Score Validation: -0.062 AUC Test: 0.563, Explained Variance Score Test: 0.006 Bootstrap CV 63, alpha = (3000, 2, 1), R^2 train: 0.858, R^2 test: -0.009 Bootstrap CV 63, alpha = (3000, 2, 2), R^2 train: 0.775, R^2 test: -0.052 Bootstrap CV 63, alpha = (3000, 2, 5), R^2 train: 0.574, R^2 test: -0.056 Bootstrap CV 63, alpha = (3000, 2, 7), R^2 train: 0.490, R^2 test: -0.045 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.962, Explained Variance Score Train: 0.490 AUC Validation: 0.522, Explained Variance Score Validation: -0.011 AUC Test: 0.608, Explained Variance Score Test: -0.005 Bootstrap CV 49, alpha = (3000, 2, 1), R^2 train: 0.864, R^2 test: -0.154 Bootstrap CV 49, alpha = (3000, 2, 2), R^2 train: 0.794, R^2 test: -0.133 Bootstrap CV 49, alpha = (3000, 2, 5), R^2 train: 0.572, R^2 test: -0.116 Bootstrap CV 49, alpha = (3000, 2, 7), R^2 train: 0.482, R^2 test: -0.088 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.944, Explained Variance Score Train: 0.482 AUC Validation: 0.480, Explained Variance Score Validation: -0.077 AUC Test: 0.596, Explained Variance Score Test: -0.006 Bootstrap CV 57, alpha = (3000, 2, 1), R^2 train: 0.850, R^2 test: -0.031 Bootstrap CV 57, alpha = (3000, 2, 2), R^2 train: 0.760, R^2 test: -0.003 Bootstrap CV 57, alpha = (3000, 2, 5), R^2 train: 0.562, R^2 test: 0.030 Bootstrap CV 57, alpha = (3000, 2, 7), R^2 train: 0.470, R^2 test: 0.043 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.935, Explained Variance Score Train: 0.470 AUC Validation: 0.703, Explained Variance Score Validation: 0.092 AUC Test: 0.532, Explained Variance Score Test: -0.047 Bootstrap CV 53, alpha = (3000, 2, 1), R^2 train: 0.873, R^2 test: -0.115 Bootstrap CV 53, alpha = (3000, 2, 2), R^2 train: 0.807, R^2 test: -0.140 Bootstrap CV 53, alpha = (3000, 2, 5), R^2 train: 0.620, R^2 test: -0.154 Bootstrap CV 53, alpha = (3000, 2, 7), R^2 train: 0.534, R^2 test: -0.170 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.992, Explained Variance Score Train: 0.807 AUC Validation: 0.602, Explained Variance Score Validation: -0.118 AUC Test: 0.609, Explained Variance Score Test: -0.087 Bootstrap CV 48, alpha = (3000, 2, 1), R^2 train: 0.863, R^2 test: -0.058 Bootstrap CV 48, alpha = (3000, 2, 2), R^2 train: 0.802, R^2 test: -0.065 Bootstrap CV 48, alpha = (3000, 2, 5), R^2 train: 0.603, R^2 test: -0.021 Bootstrap CV 48, alpha = (3000, 2, 7), R^2 train: 0.499, R^2 test: -0.009 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.979, Explained Variance Score Train: 0.499 AUC Validation: 0.571, Explained Variance Score Validation: -0.006 AUC Test: 0.545, Explained Variance Score Test: 0.008 Bootstrap CV 51, alpha = (3000, 2, 1), R^2 train: 0.862, R^2 test: 0.035 Bootstrap CV 51, alpha = (3000, 2, 2), R^2 train: 0.767, R^2 test: 0.059 Bootstrap CV 51, alpha = (3000, 2, 5), R^2 train: 0.545, R^2 test: 0.024 Bootstrap CV 51, alpha = (3000, 2, 7), R^2 train: 0.459, R^2 test: 0.024 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.963, Explained Variance Score Train: 0.545 AUC Validation: 0.651, Explained Variance Score Validation: 0.027 AUC Test: 0.660, Explained Variance Score Test: 0.015 Bootstrap CV 62, alpha = (3000, 2, 1), R^2 train: 0.852, R^2 test: 0.122 Bootstrap CV 62, alpha = (3000, 2, 2), R^2 train: 0.779, R^2 test: 0.154 Bootstrap CV 62, alpha = (3000, 2, 5), R^2 train: 0.580, R^2 test: 0.161 Bootstrap CV 62, alpha = (3000, 2, 7), R^2 train: 0.491, R^2 test: 0.169 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.964, Explained Variance Score Train: 0.580 AUC Validation: 0.731, Explained Variance Score Validation: 0.162 AUC Test: 0.553, Explained Variance Score Test: 0.003 Bootstrap CV 56, alpha = (3000, 2, 1), R^2 train: 0.848, R^2 test: -0.037 Bootstrap CV 56, alpha = (3000, 2, 2), R^2 train: 0.753, R^2 test: -0.078 Bootstrap CV 56, alpha = (3000, 2, 5), R^2 train: 0.566, R^2 test: 0.034 Bootstrap CV 56, alpha = (3000, 2, 7), R^2 train: 0.475, R^2 test: 0.053 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.932, Explained Variance Score Train: 0.475 AUC Validation: 0.566, Explained Variance Score Validation: 0.056 AUC Test: 0.601, Explained Variance Score Test: 0.038 Bootstrap CV 54, alpha = (3000, 2, 1), R^2 train: 0.864, R^2 test: -0.009 Bootstrap CV 54, alpha = (3000, 2, 2), R^2 train: 0.798, R^2 test: -0.010 Bootstrap CV 54, alpha = (3000, 2, 5), R^2 train: 0.600, R^2 test: -0.006 Bootstrap CV 54, alpha = (3000, 2, 7), R^2 train: 0.497, R^2 test: -0.007 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.959, Explained Variance Score Train: 0.497 AUC Validation: 0.542, Explained Variance Score Validation: 0.003 AUC Test: 0.610, Explained Variance Score Test: 0.044 Bootstrap CV 61, alpha = (3000, 2, 1), R^2 train: 0.858, R^2 test: -0.162 Bootstrap CV 61, alpha = (3000, 2, 2), R^2 train: 0.764, R^2 test: -0.136 Bootstrap CV 61, alpha = (3000, 2, 5), R^2 train: 0.552, R^2 test: -0.073 Bootstrap CV 61, alpha = (3000, 2, 7), R^2 train: 0.466, R^2 test: -0.069 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.947, Explained Variance Score Train: 0.466 AUC Validation: 0.533, Explained Variance Score Validation: -0.047 AUC Test: 0.552, Explained Variance Score Test: -0.044 Bootstrap CV 60, alpha = (3000, 2, 1), R^2 train: 0.855, R^2 test: 0.121 Bootstrap CV 60, alpha = (3000, 2, 2), R^2 train: 0.777, R^2 test: 0.090 Bootstrap CV 60, alpha = (3000, 2, 5), R^2 train: 0.560, R^2 test: 0.107 Bootstrap CV 60, alpha = (3000, 2, 7), R^2 train: 0.468, R^2 test: 0.095 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.942, Explained Variance Score Train: 0.468 AUC Validation: 0.604, Explained Variance Score Validation: 0.113 AUC Test: 0.542, Explained Variance Score Test: -0.035 Bootstrap CV 52, alpha = (3000, 2, 1), R^2 train: 0.857, R^2 test: 0.051 Bootstrap CV 52, alpha = (3000, 2, 2), R^2 train: 0.772, R^2 test: 0.045 Bootstrap CV 52, alpha = (3000, 2, 5), R^2 train: 0.549, R^2 test: 0.027 Bootstrap CV 52, alpha = (3000, 2, 7), R^2 train: 0.463, R^2 test: 0.028 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.938, Explained Variance Score Train: 0.549 AUC Validation: 0.681, Explained Variance Score Validation: 0.071 AUC Test: 0.638, Explained Variance Score Test: 0.019 Bootstrap CV 58, alpha = (3000, 2, 1), R^2 train: 0.871, R^2 test: -0.092 Bootstrap CV 58, alpha = (3000, 2, 2), R^2 train: 0.793, R^2 test: -0.108 Bootstrap CV 58, alpha = (3000, 2, 5), R^2 train: 0.569, R^2 test: -0.058 Bootstrap CV 58, alpha = (3000, 2, 7), R^2 train: 0.486, R^2 test: -0.024 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.920, Explained Variance Score Train: 0.486 AUC Validation: 0.542, Explained Variance Score Validation: -0.009 AUC Test: 0.598, Explained Variance Score Test: -0.036 Running batch 5 of 7 with 16 nodes Bootstrap CV 67, alpha = (3000, 2, 1), R^2 train: 0.852, R^2 test: 0.074 Bootstrap CV 67, alpha = (3000, 2, 2), R^2 train: 0.789, R^2 test: 0.086 Bootstrap CV 67, alpha = (3000, 2, 5), R^2 train: 0.583, R^2 test: 0.085 Bootstrap CV 67, alpha = (3000, 2, 7), R^2 train: 0.482, R^2 test: 0.082 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.939, Explained Variance Score Train: 0.482 AUC Validation: 0.681, Explained Variance Score Validation: 0.092 AUC Test: 0.599, Explained Variance Score Test: 0.018 Bootstrap CV 73, alpha = (3000, 2, 1), R^2 train: 0.873, R^2 test: -0.090 Bootstrap CV 73, alpha = (3000, 2, 2), R^2 train: 0.797, R^2 test: -0.118 Bootstrap CV 73, alpha = (3000, 2, 5), R^2 train: 0.564, R^2 test: -0.088 Bootstrap CV 73, alpha = (3000, 2, 7), R^2 train: 0.481, R^2 test: -0.082 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.946, Explained Variance Score Train: 0.481 AUC Validation: 0.479, Explained Variance Score Validation: -0.082 AUC Test: 0.554, Explained Variance Score Test: -0.045 Bootstrap CV 69, alpha = (3000, 2, 1), R^2 train: 0.852, R^2 test: 0.040 Bootstrap CV 69, alpha = (3000, 2, 2), R^2 train: 0.797, R^2 test: 0.023 Bootstrap CV 69, alpha = (3000, 2, 5), R^2 train: 0.598, R^2 test: -0.012 Bootstrap CV 69, alpha = (3000, 2, 7), R^2 train: 0.495, R^2 test: -0.012 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.926, Explained Variance Score Train: 0.495 AUC Validation: 0.515, Explained Variance Score Validation: 0.002 AUC Test: 0.619, Explained Variance Score Test: 0.041 Bootstrap CV 70, alpha = (3000, 2, 1), R^2 train: 0.856, R^2 test: -0.272 Bootstrap CV 70, alpha = (3000, 2, 2), R^2 train: 0.773, R^2 test: -0.084 Bootstrap CV 70, alpha = (3000, 2, 5), R^2 train: 0.568, R^2 test: -0.037 Bootstrap CV 70, alpha = (3000, 2, 7), R^2 train: 0.480, R^2 test: -0.023 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.923, Explained Variance Score Train: 0.480 AUC Validation: 0.527, Explained Variance Score Validation: 0.004 AUC Test: 0.621, Explained Variance Score Test: 0.007 Bootstrap CV 64, alpha = (3000, 2, 1), R^2 train: 0.853, R^2 test: 0.005 Bootstrap CV 64, alpha = (3000, 2, 2), R^2 train: 0.804, R^2 test: 0.007 Bootstrap CV 64, alpha = (3000, 2, 5), R^2 train: 0.616, R^2 test: 0.023 Bootstrap CV 64, alpha = (3000, 2, 7), R^2 train: 0.510, R^2 test: 0.034 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.959, Explained Variance Score Train: 0.511 AUC Validation: 0.579, Explained Variance Score Validation: 0.040 AUC Test: 0.560, Explained Variance Score Test: 0.013 Bootstrap CV 76, alpha = (3000, 2, 1), R^2 train: 0.863, R^2 test: 0.010 Bootstrap CV 76, alpha = (3000, 2, 2), R^2 train: 0.798, R^2 test: -0.004 Bootstrap CV 76, alpha = (3000, 2, 5), R^2 train: 0.613, R^2 test: 0.003 Bootstrap CV 76, alpha = (3000, 2, 7), R^2 train: 0.522, R^2 test: -0.002 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.970, Explained Variance Score Train: 0.522 AUC Validation: 0.507, Explained Variance Score Validation: -0.001 AUC Test: 0.616, Explained Variance Score Test: 0.050 Bootstrap CV 75, alpha = (3000, 2, 1), R^2 train: 0.852, R^2 test: -0.047 Bootstrap CV 75, alpha = (3000, 2, 2), R^2 train: 0.744, R^2 test: -0.051 Bootstrap CV 75, alpha = (3000, 2, 5), R^2 train: 0.520, R^2 test: -0.076 Bootstrap CV 75, alpha = (3000, 2, 7), R^2 train: 0.427, R^2 test: -0.078 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.932, Explained Variance Score Train: 0.427 AUC Validation: 0.527, Explained Variance Score Validation: -0.078 AUC Test: 0.549, Explained Variance Score Test: -0.028 Bootstrap CV 66, alpha = (3000, 2, 1), R^2 train: 0.856, R^2 test: 0.005 Bootstrap CV 66, alpha = (3000, 2, 2), R^2 train: 0.785, R^2 test: -0.025 Bootstrap CV 66, alpha = (3000, 2, 5), R^2 train: 0.579, R^2 test: 0.026 Bootstrap CV 66, alpha = (3000, 2, 7), R^2 train: 0.482, R^2 test: 0.054 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.950, Explained Variance Score Train: 0.482 AUC Validation: 0.628, Explained Variance Score Validation: 0.054 AUC Test: 0.611, Explained Variance Score Test: 0.032 Bootstrap CV 68, alpha = (3000, 2, 1), R^2 train: 0.858, R^2 test: -0.050 Bootstrap CV 68, alpha = (3000, 2, 2), R^2 train: 0.789, R^2 test: -0.062 Bootstrap CV 68, alpha = (3000, 2, 5), R^2 train: 0.589, R^2 test: -0.035 Bootstrap CV 68, alpha = (3000, 2, 7), R^2 train: 0.500, R^2 test: -0.026 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.953, Explained Variance Score Train: 0.500 AUC Validation: 0.586, Explained Variance Score Validation: -0.012 AUC Test: 0.628, Explained Variance Score Test: 0.043 Bootstrap CV 72, alpha = (3000, 2, 1), R^2 train: 0.836, R^2 test: 0.118 Bootstrap CV 72, alpha = (3000, 2, 2), R^2 train: 0.750, R^2 test: 0.113 Bootstrap CV 72, alpha = (3000, 2, 5), R^2 train: 0.563, R^2 test: 0.081 Bootstrap CV 72, alpha = (3000, 2, 7), R^2 train: 0.469, R^2 test: 0.056 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.950, Explained Variance Score Train: 0.469 AUC Validation: 0.506, Explained Variance Score Validation: 0.060 AUC Test: 0.546, Explained Variance Score Test: -0.010 Bootstrap CV 65, alpha = (3000, 2, 1), R^2 train: 0.843, R^2 test: -0.057 Bootstrap CV 65, alpha = (3000, 2, 2), R^2 train: 0.757, R^2 test: -0.070 Bootstrap CV 65, alpha = (3000, 2, 5), R^2 train: 0.553, R^2 test: -0.044 Bootstrap CV 65, alpha = (3000, 2, 7), R^2 train: 0.456, R^2 test: -0.020 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.950, Explained Variance Score Train: 0.456 AUC Validation: 0.583, Explained Variance Score Validation: -0.016 AUC Test: 0.531, Explained Variance Score Test: -0.039 Bootstrap CV 74, alpha = (3000, 2, 1), R^2 train: 0.864, R^2 test: -0.102 Bootstrap CV 74, alpha = (3000, 2, 2), R^2 train: 0.798, R^2 test: -0.102 Bootstrap CV 74, alpha = (3000, 2, 5), R^2 train: 0.575, R^2 test: -0.045 Bootstrap CV 74, alpha = (3000, 2, 7), R^2 train: 0.484, R^2 test: -0.021 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.949, Explained Variance Score Train: 0.484 AUC Validation: 0.577, Explained Variance Score Validation: -0.019 AUC Test: 0.568, Explained Variance Score Test: -0.012 Bootstrap CV 77, alpha = (3000, 2, 1), R^2 train: 0.856, R^2 test: -0.034 Bootstrap CV 77, alpha = (3000, 2, 2), R^2 train: 0.794, R^2 test: -0.010 Bootstrap CV 77, alpha = (3000, 2, 5), R^2 train: 0.598, R^2 test: -0.025 Bootstrap CV 77, alpha = (3000, 2, 7), R^2 train: 0.508, R^2 test: -0.033 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.929, Explained Variance Score Train: 0.508 AUC Validation: 0.495, Explained Variance Score Validation: -0.026 AUC Test: 0.580, Explained Variance Score Test: 0.015 Bootstrap CV 79, alpha = (3000, 2, 1), R^2 train: 0.855, R^2 test: -0.115 Bootstrap CV 79, alpha = (3000, 2, 2), R^2 train: 0.794, R^2 test: -0.083 Bootstrap CV 79, alpha = (3000, 2, 5), R^2 train: 0.619, R^2 test: -0.038 Bootstrap CV 79, alpha = (3000, 2, 7), R^2 train: 0.525, R^2 test: -0.038 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.964, Explained Variance Score Train: 0.619 AUC Validation: 0.545, Explained Variance Score Validation: 0.023 AUC Test: 0.585, Explained Variance Score Test: 0.027 Bootstrap CV 78, alpha = (3000, 2, 1), R^2 train: 0.842, R^2 test: -0.371 Bootstrap CV 78, alpha = (3000, 2, 2), R^2 train: 0.729, R^2 test: -0.409 Bootstrap CV 78, alpha = (3000, 2, 5), R^2 train: 0.533, R^2 test: -0.315 Bootstrap CV 78, alpha = (3000, 2, 7), R^2 train: 0.438, R^2 test: -0.277 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.965, Explained Variance Score Train: 0.439 AUC Validation: 0.573, Explained Variance Score Validation: -0.094 AUC Test: 0.591, Explained Variance Score Test: -0.000 Bootstrap CV 71, alpha = (3000, 2, 1), R^2 train: 0.842, R^2 test: -0.147 Bootstrap CV 71, alpha = (3000, 2, 2), R^2 train: 0.769, R^2 test: -0.065 Bootstrap CV 71, alpha = (3000, 2, 5), R^2 train: 0.557, R^2 test: -0.037 Bootstrap CV 71, alpha = (3000, 2, 7), R^2 train: 0.467, R^2 test: -0.033 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.956, Explained Variance Score Train: 0.557 AUC Validation: 0.547, Explained Variance Score Validation: -0.034 AUC Test: 0.623, Explained Variance Score Test: 0.036 Running batch 6 of 7 with 16 nodes Bootstrap CV 82, alpha = (3000, 2, 1), R^2 train: 0.847, R^2 test: -0.172 Bootstrap CV 82, alpha = (3000, 2, 2), R^2 train: 0.779, R^2 test: -0.137 Bootstrap CV 82, alpha = (3000, 2, 5), R^2 train: 0.597, R^2 test: -0.091 Bootstrap CV 82, alpha = (3000, 2, 7), R^2 train: 0.491, R^2 test: -0.091 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.940, Explained Variance Score Train: 0.491 AUC Validation: 0.485, Explained Variance Score Validation: -0.090 AUC Test: 0.596, Explained Variance Score Test: 0.050 Bootstrap CV 83, alpha = (3000, 2, 1), R^2 train: 0.863, R^2 test: 0.019 Bootstrap CV 83, alpha = (3000, 2, 2), R^2 train: 0.820, R^2 test: 0.020 Bootstrap CV 83, alpha = (3000, 2, 5), R^2 train: 0.650, R^2 test: -0.008 Bootstrap CV 83, alpha = (3000, 2, 7), R^2 train: 0.557, R^2 test: -0.005 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.948, Explained Variance Score Train: 0.557 AUC Validation: 0.608, Explained Variance Score Validation: 0.022 AUC Test: 0.580, Explained Variance Score Test: -0.010 Bootstrap CV 88, alpha = (3000, 2, 1), R^2 train: 0.860, R^2 test: -0.004 Bootstrap CV 88, alpha = (3000, 2, 2), R^2 train: 0.793, R^2 test: 0.004 Bootstrap CV 88, alpha = (3000, 2, 5), R^2 train: 0.608, R^2 test: -0.004 Bootstrap CV 88, alpha = (3000, 2, 7), R^2 train: 0.522, R^2 test: -0.020 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.926, Explained Variance Score Train: 0.522 AUC Validation: 0.559, Explained Variance Score Validation: 0.020 AUC Test: 0.652, Explained Variance Score Test: 0.047 Bootstrap CV 92, alpha = (3000, 2, 1), R^2 train: 0.851, R^2 test: 0.013 Bootstrap CV 92, alpha = (3000, 2, 2), R^2 train: 0.794, R^2 test: -0.010 Bootstrap CV 92, alpha = (3000, 2, 5), R^2 train: 0.592, R^2 test: -0.032 Bootstrap CV 92, alpha = (3000, 2, 7), R^2 train: 0.498, R^2 test: -0.027 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.954, Explained Variance Score Train: 0.498 AUC Validation: 0.576, Explained Variance Score Validation: -0.025 AUC Test: 0.570, Explained Variance Score Test: -0.014 Bootstrap CV 94, alpha = (3000, 2, 1), R^2 train: 0.849, R^2 test: -0.013 Bootstrap CV 94, alpha = (3000, 2, 2), R^2 train: 0.770, R^2 test: -0.039 Bootstrap CV 94, alpha = (3000, 2, 5), R^2 train: 0.571, R^2 test: 0.008 Bootstrap CV 94, alpha = (3000, 2, 7), R^2 train: 0.472, R^2 test: 0.020 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.969, Explained Variance Score Train: 0.473 AUC Validation: 0.483, Explained Variance Score Validation: 0.022 AUC Test: 0.576, Explained Variance Score Test: 0.001 Bootstrap CV 85, alpha = (3000, 2, 1), R^2 train: 0.867, R^2 test: -0.233 Bootstrap CV 85, alpha = (3000, 2, 2), R^2 train: 0.782, R^2 test: -0.248 Bootstrap CV 85, alpha = (3000, 2, 5), R^2 train: 0.576, R^2 test: -0.046 Bootstrap CV 85, alpha = (3000, 2, 7), R^2 train: 0.471, R^2 test: 0.017 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.956, Explained Variance Score Train: 0.471 AUC Validation: 0.564, Explained Variance Score Validation: 0.017 AUC Test: 0.626, Explained Variance Score Test: 0.046 Bootstrap CV 86, alpha = (3000, 2, 1), R^2 train: 0.851, R^2 test: -0.392 Bootstrap CV 86, alpha = (3000, 2, 2), R^2 train: 0.766, R^2 test: -0.328 Bootstrap CV 86, alpha = (3000, 2, 5), R^2 train: 0.585, R^2 test: -0.199 Bootstrap CV 86, alpha = (3000, 2, 7), R^2 train: 0.495, R^2 test: -0.148 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.949, Explained Variance Score Train: 0.495 AUC Validation: 0.600, Explained Variance Score Validation: -0.052 AUC Test: 0.549, Explained Variance Score Test: -0.043 Bootstrap CV 80, alpha = (3000, 2, 1), R^2 train: 0.867, R^2 test: -0.058 Bootstrap CV 80, alpha = (3000, 2, 2), R^2 train: 0.792, R^2 test: -0.040 Bootstrap CV 80, alpha = (3000, 2, 5), R^2 train: 0.598, R^2 test: -0.015 Bootstrap CV 80, alpha = (3000, 2, 7), R^2 train: 0.506, R^2 test: -0.008 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.934, Explained Variance Score Train: 0.506 AUC Validation: 0.594, Explained Variance Score Validation: -0.003 AUC Test: 0.624, Explained Variance Score Test: 0.046 Bootstrap CV 84, alpha = (3000, 2, 1), R^2 train: 0.863, R^2 test: -0.003 Bootstrap CV 84, alpha = (3000, 2, 2), R^2 train: 0.775, R^2 test: 0.049 Bootstrap CV 84, alpha = (3000, 2, 5), R^2 train: 0.582, R^2 test: 0.058 Bootstrap CV 84, alpha = (3000, 2, 7), R^2 train: 0.447, R^2 test: 0.026 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.985, Explained Variance Score Train: 0.775 AUC Validation: 0.652, Explained Variance Score Validation: 0.066 AUC Test: 0.539, Explained Variance Score Test: -0.044 Bootstrap CV 87, alpha = (3000, 2, 1), R^2 train: 0.865, R^2 test: -0.053 Bootstrap CV 87, alpha = (3000, 2, 2), R^2 train: 0.813, R^2 test: -0.026 Bootstrap CV 87, alpha = (3000, 2, 5), R^2 train: 0.632, R^2 test: 0.003 Bootstrap CV 87, alpha = (3000, 2, 7), R^2 train: 0.532, R^2 test: 0.022 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.936, Explained Variance Score Train: 0.532 AUC Validation: 0.681, Explained Variance Score Validation: 0.038 AUC Test: 0.538, Explained Variance Score Test: -0.034 Bootstrap CV 90, alpha = (3000, 2, 1), R^2 train: 0.864, R^2 test: -0.032 Bootstrap CV 90, alpha = (3000, 2, 2), R^2 train: 0.800, R^2 test: -0.003 Bootstrap CV 90, alpha = (3000, 2, 5), R^2 train: 0.594, R^2 test: 0.013 Bootstrap CV 90, alpha = (3000, 2, 7), R^2 train: 0.488, R^2 test: 0.015 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.941, Explained Variance Score Train: 0.488 AUC Validation: 0.575, Explained Variance Score Validation: 0.027 AUC Test: 0.602, Explained Variance Score Test: 0.042 Bootstrap CV 81, alpha = (3000, 2, 1), R^2 train: 0.858, R^2 test: -0.079 Bootstrap CV 81, alpha = (3000, 2, 2), R^2 train: 0.782, R^2 test: -0.087 Bootstrap CV 81, alpha = (3000, 2, 5), R^2 train: 0.573, R^2 test: -0.049 Bootstrap CV 81, alpha = (3000, 2, 7), R^2 train: 0.476, R^2 test: -0.041 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.946, Explained Variance Score Train: 0.476 AUC Validation: 0.502, Explained Variance Score Validation: -0.028 AUC Test: 0.567, Explained Variance Score Test: 0.008 Bootstrap CV 91, alpha = (3000, 2, 1), R^2 train: 0.863, R^2 test: -0.127 Bootstrap CV 91, alpha = (3000, 2, 2), R^2 train: 0.789, R^2 test: -0.121 Bootstrap CV 91, alpha = (3000, 2, 5), R^2 train: 0.553, R^2 test: -0.028 Bootstrap CV 91, alpha = (3000, 2, 7), R^2 train: 0.451, R^2 test: -0.047 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.953, Explained Variance Score Train: 0.451 AUC Validation: 0.535, Explained Variance Score Validation: -0.029 AUC Test: 0.621, Explained Variance Score Test: 0.015 Bootstrap CV 95, alpha = (3000, 2, 1), R^2 train: 0.857, R^2 test: -0.279 Bootstrap CV 95, alpha = (3000, 2, 2), R^2 train: 0.753, R^2 test: -0.228 Bootstrap CV 95, alpha = (3000, 2, 5), R^2 train: 0.532, R^2 test: -0.165 Bootstrap CV 95, alpha = (3000, 2, 7), R^2 train: 0.443, R^2 test: -0.142 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.949, Explained Variance Score Train: 0.443 AUC Validation: 0.469, Explained Variance Score Validation: -0.111 AUC Test: 0.628, Explained Variance Score Test: 0.026 Bootstrap CV 93, alpha = (3000, 2, 1), R^2 train: 0.841, R^2 test: -0.097 Bootstrap CV 93, alpha = (3000, 2, 2), R^2 train: 0.789, R^2 test: -0.090 Bootstrap CV 93, alpha = (3000, 2, 5), R^2 train: 0.603, R^2 test: -0.042 Bootstrap CV 93, alpha = (3000, 2, 7), R^2 train: 0.511, R^2 test: -0.035 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.975, Explained Variance Score Train: 0.511 AUC Validation: 0.513, Explained Variance Score Validation: -0.034 AUC Test: 0.539, Explained Variance Score Test: -0.032 Bootstrap CV 89, alpha = (3000, 2, 1), R^2 train: 0.868, R^2 test: 0.038 Bootstrap CV 89, alpha = (3000, 2, 2), R^2 train: 0.826, R^2 test: 0.044 Bootstrap CV 89, alpha = (3000, 2, 5), R^2 train: 0.658, R^2 test: 0.073 Bootstrap CV 89, alpha = (3000, 2, 7), R^2 train: 0.562, R^2 test: 0.081 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.963, Explained Variance Score Train: 0.658 AUC Validation: 0.623, Explained Variance Score Validation: 0.075 AUC Test: 0.586, Explained Variance Score Test: 0.037 Running batch 7 of 7 with 4 nodes Bootstrap CV 96, alpha = (3000, 2, 1), R^2 train: 0.848, R^2 test: -0.024 Bootstrap CV 96, alpha = (3000, 2, 2), R^2 train: 0.739, R^2 test: -0.112 Bootstrap CV 96, alpha = (3000, 2, 5), R^2 train: 0.541, R^2 test: 0.050 Bootstrap CV 96, alpha = (3000, 2, 7), R^2 train: 0.458, R^2 test: 0.052 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.971, Explained Variance Score Train: 0.459 AUC Validation: 0.612, Explained Variance Score Validation: 0.061 AUC Test: 0.571, Explained Variance Score Test: -0.011 Bootstrap CV 98, alpha = (3000, 2, 1), R^2 train: 0.853, R^2 test: 0.100 Bootstrap CV 98, alpha = (3000, 2, 2), R^2 train: 0.777, R^2 test: 0.095 Bootstrap CV 98, alpha = (3000, 2, 5), R^2 train: 0.567, R^2 test: 0.084 Bootstrap CV 98, alpha = (3000, 2, 7), R^2 train: 0.477, R^2 test: 0.069 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.946, Explained Variance Score Train: 0.477 AUC Validation: 0.653, Explained Variance Score Validation: 0.069 AUC Test: 0.612, Explained Variance Score Test: 0.025 Bootstrap CV 99, alpha = (3000, 2, 1), R^2 train: 0.856, R^2 test: -0.095 Bootstrap CV 99, alpha = (3000, 2, 2), R^2 train: 0.791, R^2 test: -0.010 Bootstrap CV 99, alpha = (3000, 2, 5), R^2 train: 0.594, R^2 test: -0.022 Bootstrap CV 99, alpha = (3000, 2, 7), R^2 train: 0.509, R^2 test: -0.025 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.943, Explained Variance Score Train: 0.509 AUC Validation: 0.596, Explained Variance Score Validation: 0.012 AUC Test: 0.635, Explained Variance Score Test: 0.060 Bootstrap CV 97, alpha = (3000, 2, 1), R^2 train: 0.839, R^2 test: 0.015 Bootstrap CV 97, alpha = (3000, 2, 2), R^2 train: 0.774, R^2 test: 0.024 Bootstrap CV 97, alpha = (3000, 2, 5), R^2 train: 0.579, R^2 test: 0.064 Bootstrap CV 97, alpha = (3000, 2, 7), R^2 train: 0.482, R^2 test: 0.068 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.964, Explained Variance Score Train: 0.579 AUC Validation: 0.621, Explained Variance Score Validation: 0.064 AUC Test: 0.604, Explained Variance Score Test: 0.020 total Variables 1918 and total subjects: 1751 ->AUC validation: 0.570 95% CI: [0.556 , 0.583] ->AUC test: 0.588 95% CI: [0.581 , 0.595] ->R^2 validation: -0.006 95% CI: [-0.019 , 0.006] ->R^2 test: 0.003 95% CI: [-0.004 , 0.010] ->Explained Variance validation: -0.022 95% CI: [-0.036 , -0.007] ->Explained Variance test: -0.001 95% CI: [-0.008 , 0.006] Test set metrics: @threshold:1.688, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:0.688, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:0.534, sens:0.000, spec:0.985, ppv:0.000, acc:0.751, f1:0.000, mcc:-0.017, total+:4, total-:346 @threshold:0.511, sens:0.012, spec:0.981, ppv:0.167, acc:0.751, f1:0.022, mcc:-0.005, total+:6, total-:344 @threshold:0.489, sens:0.024, spec:0.970, ppv:0.200, acc:0.746, f1:0.043, mcc:-0.002, total+:10, total-:340 @threshold:0.483, sens:0.024, spec:0.966, ppv:0.182, acc:0.743, f1:0.043, mcc:-0.003, total+:11, total-:339 @threshold:0.446, sens:0.036, spec:0.951, ppv:0.188, acc:0.734, f1:0.061, mcc:-0.002, total+:16, total-:334 @threshold:0.442, sens:0.036, spec:0.948, ppv:0.176, acc:0.731, f1:0.060, mcc:-0.003, total+:17, total-:333 @threshold:0.436, sens:0.048, spec:0.944, ppv:0.211, acc:0.731, f1:0.078, mcc:-0.001, total+:19, total-:331 @threshold:0.433, sens:0.048, spec:0.940, ppv:0.200, acc:0.729, f1:0.078, mcc:-0.002, total+:20, total-:330 @threshold:0.427, sens:0.060, spec:0.933, ppv:0.217, acc:0.726, f1:0.094, mcc:-0.001, total+:23, total-:327 @threshold:0.423, sens:0.060, spec:0.929, ppv:0.208, acc:0.723, f1:0.093, mcc:-0.001, total+:24, total-:326 @threshold:0.401, sens:0.072, spec:0.921, ppv:0.222, acc:0.720, f1:0.109, mcc:-0.001, total+:27, total-:323 @threshold:0.399, sens:0.072, spec:0.918, ppv:0.214, acc:0.717, f1:0.108, mcc:-0.001, total+:28, total-:322 @threshold:0.369, sens:0.084, spec:0.899, ppv:0.206, acc:0.706, f1:0.120, mcc:-0.001, total+:34, total-:316 @threshold:0.365, sens:0.084, spec:0.895, ppv:0.200, acc:0.703, f1:0.119, mcc:-0.001, total+:35, total-:315 @threshold:0.354, sens:0.096, spec:0.891, ppv:0.216, acc:0.703, f1:0.133, mcc:-0.001, total+:37, total-:313 @threshold:0.344, sens:0.108, spec:0.888, ppv:0.231, acc:0.703, f1:0.148, mcc:-0.000, total+:39, total-:311 @threshold:0.327, sens:0.120, spec:0.880, ppv:0.238, acc:0.700, f1:0.160, mcc:0.000, total+:42, total-:308 @threshold:0.327, sens:0.120, spec:0.876, ppv:0.233, acc:0.697, f1:0.159, mcc:-0.000, total+:43, total-:307 @threshold:0.319, sens:0.133, spec:0.865, ppv:0.234, acc:0.691, f1:0.169, mcc:-0.000, total+:47, total-:303 @threshold:0.317, sens:0.133, spec:0.861, ppv:0.229, acc:0.689, f1:0.168, mcc:-0.000, total+:48, total-:302 @threshold:0.304, sens:0.145, spec:0.858, ppv:0.240, acc:0.689, f1:0.180, mcc:0.000, total+:50, total-:300 @threshold:0.304, sens:0.145, spec:0.854, ppv:0.235, acc:0.686, f1:0.179, mcc:-0.000, total+:51, total-:299 @threshold:0.301, sens:0.157, spec:0.846, ppv:0.241, acc:0.683, f1:0.190, mcc:0.000, total+:54, total-:296 @threshold:0.297, sens:0.157, spec:0.843, ppv:0.236, acc:0.680, f1:0.188, mcc:-0.000, total+:55, total-:295 @threshold:0.280, sens:0.169, spec:0.828, ppv:0.233, acc:0.671, f1:0.196, mcc:-0.000, total+:60, total-:290 @threshold:0.275, sens:0.169, spec:0.824, ppv:0.230, acc:0.669, f1:0.194, mcc:-0.000, total+:61, total-:289 @threshold:0.274, sens:0.181, spec:0.824, ppv:0.242, acc:0.671, f1:0.207, mcc:0.000, total+:62, total-:288 @threshold:0.269, sens:0.181, spec:0.820, ppv:0.238, acc:0.669, f1:0.205, mcc:0.000, total+:63, total-:287 @threshold:0.264, sens:0.193, spec:0.816, ppv:0.246, acc:0.669, f1:0.216, mcc:0.000, total+:65, total-:285 @threshold:0.263, sens:0.193, spec:0.813, ppv:0.242, acc:0.666, f1:0.215, mcc:0.000, total+:66, total-:284 @threshold:0.246, sens:0.205, spec:0.798, ppv:0.239, acc:0.657, f1:0.221, mcc:0.000, total+:71, total-:279 @threshold:0.241, sens:0.205, spec:0.794, ppv:0.236, acc:0.654, f1:0.219, mcc:-0.000, total+:72, total-:278 @threshold:0.230, sens:0.217, spec:0.790, ppv:0.243, acc:0.654, f1:0.229, mcc:0.000, total+:74, total-:276 @threshold:0.230, sens:0.217, spec:0.787, ppv:0.240, acc:0.651, f1:0.228, mcc:0.000, total+:75, total-:275 @threshold:0.228, sens:0.229, spec:0.783, ppv:0.247, acc:0.651, f1:0.237, mcc:0.000, total+:77, total-:273 @threshold:0.227, sens:0.229, spec:0.779, ppv:0.244, acc:0.649, f1:0.236, mcc:0.000, total+:78, total-:272 @threshold:0.223, sens:0.241, spec:0.775, ppv:0.250, acc:0.649, f1:0.245, mcc:0.000, total+:80, total-:270 @threshold:0.206, sens:0.241, spec:0.772, ppv:0.247, acc:0.646, f1:0.244, mcc:0.000, total+:81, total-:269 @threshold:0.205, sens:0.253, spec:0.772, ppv:0.256, acc:0.649, f1:0.255, mcc:0.001, total+:82, total-:268 @threshold:0.201, sens:0.253, spec:0.768, ppv:0.253, acc:0.646, f1:0.253, mcc:0.000, total+:83, total-:267 @threshold:0.186, sens:0.265, spec:0.749, ppv:0.247, acc:0.634, f1:0.256, mcc:0.000, total+:89, total-:261 @threshold:0.183, sens:0.265, spec:0.745, ppv:0.244, acc:0.631, f1:0.254, mcc:0.000, total+:90, total-:260 @threshold:0.181, sens:0.277, spec:0.745, ppv:0.253, acc:0.634, f1:0.264, mcc:0.000, total+:91, total-:259 @threshold:0.176, sens:0.289, spec:0.742, ppv:0.258, acc:0.634, f1:0.273, mcc:0.001, total+:93, total-:257 @threshold:0.173, sens:0.301, spec:0.734, ppv:0.260, acc:0.631, f1:0.279, mcc:0.001, total+:96, total-:254 @threshold:0.160, sens:0.337, spec:0.730, ppv:0.280, acc:0.637, f1:0.306, mcc:0.001, total+:100, total-:250 @threshold:0.145, sens:0.349, spec:0.715, ppv:0.276, acc:0.629, f1:0.309, mcc:0.001, total+:105, total-:245 @threshold:0.141, sens:0.349, spec:0.712, ppv:0.274, acc:0.626, f1:0.307, mcc:0.001, total+:106, total-:244 @threshold:0.137, sens:0.361, spec:0.708, ppv:0.278, acc:0.626, f1:0.314, mcc:0.001, total+:108, total-:242 @threshold:0.136, sens:0.361, spec:0.704, ppv:0.275, acc:0.623, f1:0.312, mcc:0.001, total+:109, total-:241 @threshold:0.134, sens:0.373, spec:0.704, ppv:0.282, acc:0.626, f1:0.321, mcc:0.001, total+:110, total-:240 @threshold:0.127, sens:0.398, spec:0.700, ppv:0.292, acc:0.629, f1:0.337, mcc:0.001, total+:113, total-:237 @threshold:0.124, sens:0.410, spec:0.700, ppv:0.298, acc:0.631, f1:0.345, mcc:0.002, total+:114, total-:236 @threshold:0.120, sens:0.434, spec:0.697, ppv:0.308, acc:0.634, f1:0.360, mcc:0.002, total+:117, total-:233 @threshold:0.116, sens:0.446, spec:0.685, ppv:0.306, acc:0.629, f1:0.363, mcc:0.002, total+:121, total-:229 @threshold:0.115, sens:0.446, spec:0.682, ppv:0.303, acc:0.626, f1:0.361, mcc:0.002, total+:122, total-:228 @threshold:0.114, sens:0.458, spec:0.682, ppv:0.309, acc:0.629, f1:0.369, mcc:0.002, total+:123, total-:227 @threshold:0.114, sens:0.458, spec:0.678, ppv:0.306, acc:0.626, f1:0.367, mcc:0.002, total+:124, total-:226 @threshold:0.103, sens:0.470, spec:0.663, ppv:0.302, acc:0.617, f1:0.368, mcc:0.002, total+:129, total-:221 @threshold:0.102, sens:0.470, spec:0.659, ppv:0.300, acc:0.614, f1:0.366, mcc:0.002, total+:130, total-:220 @threshold:0.102, sens:0.482, spec:0.659, ppv:0.305, acc:0.617, f1:0.374, mcc:0.002, total+:131, total-:219 @threshold:0.099, sens:0.494, spec:0.655, ppv:0.308, acc:0.617, f1:0.380, mcc:0.002, total+:133, total-:217 @threshold:0.079, sens:0.506, spec:0.637, ppv:0.302, acc:0.606, f1:0.378, mcc:0.002, total+:139, total-:211 @threshold:0.079, sens:0.506, spec:0.633, ppv:0.300, acc:0.603, f1:0.377, mcc:0.002, total+:140, total-:210 @threshold:0.045, sens:0.518, spec:0.584, ppv:0.279, acc:0.569, f1:0.363, mcc:0.001, total+:154, total-:196 @threshold:0.045, sens:0.518, spec:0.581, ppv:0.277, acc:0.566, f1:0.361, mcc:0.001, total+:155, total-:195 @threshold:0.038, sens:0.530, spec:0.577, ppv:0.280, acc:0.566, f1:0.367, mcc:0.001, total+:157, total-:193 @threshold:0.038, sens:0.530, spec:0.573, ppv:0.278, acc:0.563, f1:0.365, mcc:0.001, total+:158, total-:192 @threshold:0.034, sens:0.542, spec:0.569, ppv:0.281, acc:0.563, f1:0.370, mcc:0.001, total+:160, total-:190 @threshold:0.032, sens:0.542, spec:0.566, ppv:0.280, acc:0.560, f1:0.369, mcc:0.001, total+:161, total-:189 @threshold:0.028, sens:0.554, spec:0.562, ppv:0.282, acc:0.560, f1:0.374, mcc:0.001, total+:163, total-:187 @threshold:0.015, sens:0.566, spec:0.558, ppv:0.285, acc:0.560, f1:0.379, mcc:0.001, total+:165, total-:185 @threshold:0.010, sens:0.578, spec:0.554, ppv:0.287, acc:0.560, f1:0.384, mcc:0.001, total+:167, total-:183 @threshold:0.007, sens:0.578, spec:0.551, ppv:0.286, acc:0.557, f1:0.382, mcc:0.001, total+:168, total-:182 @threshold:0.007, sens:0.590, spec:0.551, ppv:0.290, acc:0.560, f1:0.389, mcc:0.001, total+:169, total-:181 @threshold:0.004, sens:0.602, spec:0.547, ppv:0.292, acc:0.560, f1:0.394, mcc:0.002, total+:171, total-:179 @threshold:-0.008, sens:0.614, spec:0.528, ppv:0.288, acc:0.549, f1:0.392, mcc:0.001, total+:177, total-:173 @threshold:-0.011, sens:0.614, spec:0.524, ppv:0.287, acc:0.546, f1:0.391, mcc:0.001, total+:178, total-:172 @threshold:-0.026, sens:0.627, spec:0.494, ppv:0.278, acc:0.526, f1:0.385, mcc:0.001, total+:187, total-:163 @threshold:-0.026, sens:0.627, spec:0.491, ppv:0.277, acc:0.523, f1:0.384, mcc:0.001, total+:188, total-:162 @threshold:-0.029, sens:0.639, spec:0.487, ppv:0.279, acc:0.523, f1:0.388, mcc:0.001, total+:190, total-:160 @threshold:-0.030, sens:0.651, spec:0.483, ppv:0.281, acc:0.523, f1:0.393, mcc:0.001, total+:192, total-:158 @threshold:-0.032, sens:0.663, spec:0.483, ppv:0.285, acc:0.526, f1:0.399, mcc:0.001, total+:193, total-:157 @threshold:-0.032, sens:0.663, spec:0.479, ppv:0.284, acc:0.523, f1:0.397, mcc:0.001, total+:194, total-:156 @threshold:-0.047, sens:0.675, spec:0.464, ppv:0.281, acc:0.514, f1:0.397, mcc:0.001, total+:199, total-:151 @threshold:-0.047, sens:0.675, spec:0.461, ppv:0.280, acc:0.511, f1:0.396, mcc:0.001, total+:200, total-:150 @threshold:-0.070, sens:0.687, spec:0.438, ppv:0.275, acc:0.497, f1:0.393, mcc:0.001, total+:207, total-:143 @threshold:-0.071, sens:0.687, spec:0.434, ppv:0.274, acc:0.494, f1:0.392, mcc:0.001, total+:208, total-:142 @threshold:-0.073, sens:0.699, spec:0.431, ppv:0.276, acc:0.494, f1:0.396, mcc:0.001, total+:210, total-:140 @threshold:-0.074, sens:0.699, spec:0.427, ppv:0.275, acc:0.491, f1:0.395, mcc:0.001, total+:211, total-:139 @threshold:-0.079, sens:0.711, spec:0.416, ppv:0.274, acc:0.486, f1:0.396, mcc:0.001, total+:215, total-:135 @threshold:-0.079, sens:0.711, spec:0.412, ppv:0.273, acc:0.483, f1:0.395, mcc:0.001, total+:216, total-:134 @threshold:-0.088, sens:0.723, spec:0.397, ppv:0.271, acc:0.474, f1:0.395, mcc:0.001, total+:221, total-:129 @threshold:-0.088, sens:0.723, spec:0.393, ppv:0.270, acc:0.471, f1:0.393, mcc:0.001, total+:222, total-:128 @threshold:-0.089, sens:0.735, spec:0.393, ppv:0.274, acc:0.474, f1:0.399, mcc:0.001, total+:223, total-:127 @threshold:-0.090, sens:0.735, spec:0.390, ppv:0.272, acc:0.471, f1:0.397, mcc:0.001, total+:224, total-:126 @threshold:-0.095, sens:0.747, spec:0.386, ppv:0.274, acc:0.471, f1:0.401, mcc:0.001, total+:226, total-:124 @threshold:-0.098, sens:0.759, spec:0.382, ppv:0.276, acc:0.471, f1:0.405, mcc:0.001, total+:228, total-:122 @threshold:-0.099, sens:0.771, spec:0.378, ppv:0.278, acc:0.471, f1:0.409, mcc:0.001, total+:230, total-:120 @threshold:-0.106, sens:0.807, spec:0.375, ppv:0.286, acc:0.477, f1:0.423, mcc:0.002, total+:234, total-:116 @threshold:-0.139, sens:0.819, spec:0.322, ppv:0.273, acc:0.440, f1:0.410, mcc:0.001, total+:249, total-:101 @threshold:-0.146, sens:0.819, spec:0.318, ppv:0.272, acc:0.437, f1:0.408, mcc:0.001, total+:250, total-:100 @threshold:-0.148, sens:0.831, spec:0.315, ppv:0.274, acc:0.437, f1:0.412, mcc:0.001, total+:252, total-:98 @threshold:-0.148, sens:0.831, spec:0.311, ppv:0.273, acc:0.434, f1:0.411, mcc:0.001, total+:253, total-:97 @threshold:-0.166, sens:0.843, spec:0.300, ppv:0.272, acc:0.429, f1:0.412, mcc:0.001, total+:257, total-:93 @threshold:-0.166, sens:0.843, spec:0.296, ppv:0.271, acc:0.426, f1:0.411, mcc:0.001, total+:258, total-:92 @threshold:-0.174, sens:0.855, spec:0.288, ppv:0.272, acc:0.423, f1:0.413, mcc:0.001, total+:261, total-:89 @threshold:-0.179, sens:0.855, spec:0.285, ppv:0.271, acc:0.420, f1:0.412, mcc:0.001, total+:262, total-:88 @threshold:-0.185, sens:0.867, spec:0.262, ppv:0.268, acc:0.406, f1:0.409, mcc:0.001, total+:269, total-:81 @threshold:-0.185, sens:0.867, spec:0.258, ppv:0.267, acc:0.403, f1:0.408, mcc:0.001, total+:270, total-:80 @threshold:-0.197, sens:0.880, spec:0.236, ppv:0.264, acc:0.389, f1:0.406, mcc:0.001, total+:277, total-:73 @threshold:-0.198, sens:0.880, spec:0.232, ppv:0.263, acc:0.386, f1:0.404, mcc:0.001, total+:278, total-:72 @threshold:-0.205, sens:0.892, spec:0.228, ppv:0.264, acc:0.386, f1:0.408, mcc:0.001, total+:280, total-:70 @threshold:-0.205, sens:0.892, spec:0.225, ppv:0.263, acc:0.383, f1:0.407, mcc:0.001, total+:281, total-:69 @threshold:-0.229, sens:0.904, spec:0.195, ppv:0.259, acc:0.363, f1:0.402, mcc:0.001, total+:290, total-:60 @threshold:-0.230, sens:0.904, spec:0.191, ppv:0.258, acc:0.360, f1:0.401, mcc:0.001, total+:291, total-:59 @threshold:-0.268, sens:0.916, spec:0.139, ppv:0.248, acc:0.323, f1:0.391, mcc:0.001, total+:306, total-:44 @threshold:-0.274, sens:0.916, spec:0.135, ppv:0.248, acc:0.320, f1:0.390, mcc:0.001, total+:307, total-:43 @threshold:-0.276, sens:0.928, spec:0.135, ppv:0.250, acc:0.323, f1:0.394, mcc:0.001, total+:308, total-:42 @threshold:-0.281, sens:0.928, spec:0.131, ppv:0.249, acc:0.320, f1:0.393, mcc:0.001, total+:309, total-:41 @threshold:-0.325, sens:0.940, spec:0.090, ppv:0.243, acc:0.291, f1:0.386, mcc:0.001, total+:321, total-:29 @threshold:-0.326, sens:0.940, spec:0.086, ppv:0.242, acc:0.289, f1:0.385, mcc:0.001, total+:322, total-:28 @threshold:-0.333, sens:0.952, spec:0.082, ppv:0.244, acc:0.289, f1:0.388, mcc:0.001, total+:324, total-:26 @threshold:-0.335, sens:0.952, spec:0.079, ppv:0.243, acc:0.286, f1:0.387, mcc:0.001, total+:325, total-:25 @threshold:-0.340, sens:0.964, spec:0.079, ppv:0.245, acc:0.289, f1:0.391, mcc:0.001, total+:326, total-:24 @threshold:-0.355, sens:0.964, spec:0.075, ppv:0.245, acc:0.286, f1:0.390, mcc:0.001, total+:327, total-:23 @threshold:-0.381, sens:0.976, spec:0.049, ppv:0.242, acc:0.269, f1:0.388, mcc:0.001, total+:335, total-:15 @threshold:-0.384, sens:0.976, spec:0.045, ppv:0.241, acc:0.266, f1:0.387, mcc:0.001, total+:336, total-:14 @threshold:-0.505, sens:0.988, spec:0.007, ppv:0.236, acc:0.240, f1:0.381, mcc:-0.001, total+:347, total-:3 @threshold:-0.535, sens:0.988, spec:0.004, ppv:0.236, acc:0.237, f1:0.381, mcc:-0.004, total+:348, total-:2 @threshold:-0.553, sens:1.000, spec:0.004, ppv:0.238, acc:0.240, f1:0.384, mcc:0.002, total+:349, total-:1 MatDeliveryAge | coef 0.026 95% CI: [0.023 , 0.030] | OR_adj 1.027 [1.024 1.030] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.529 Correlated most with: MatDeliveryAge:1.000 Newborn Diagnosis:9ccs259:Unclassified:0.132 Number of Visits:0.107 Diagnosis:9ccs239:Superfic inj:0.080 Diagnosis:9ccs86:Cataract:0.072 Diagnosis:9ccs70:Schizo/rl dx:0.068 Diagnosis:9ccs115:Aneurysm:0.068 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.067 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.066 Diagnosis:9ccs123:Influenza:0.062 Vital: HC-latest | coef 0.020 95% CI: [0.016 , 0.023] | OR_adj 1.020 [1.017 1.024] | occ: 1631 | OR_unadj: 1.158 [0.909 1.475] | indivs AUC:0.546 Correlated most with: Number of Visits:0.268 Diagnosis:9ccs126:Ot up rsp in:0.236 Diagnosis:9ccs257:Ot aftercare:0.193 Diagnosis:9ccs92:Otitis media:0.191 Diagnosis:9ccs10:Immuniz/scrn:0.188 Diagnosis:9ccs125:Bronchitis:0.168 Diagnosis:9ccs7:Viral infect:0.160 Diagnosis:9ccs128:Asthma:0.128 Diagnosis:9ccs135:Intest infct:0.113 Diagnosis:9ccs90:Eye infectn:0.110 Number of Visits | coef 0.019 95% CI: [0.015 , 0.023] | OR_adj 1.019 [1.015 1.023] | occ: 1696 | OR_unadj: 0.956 [0.759 1.205] | indivs AUC:0.444 Correlated most with: Number of Visits:1.000 Diagnosis:9ccs126:Ot up rsp in:0.440 Diagnosis:9ccs7:Viral infect:0.408 Diagnosis:9ccs92:Otitis media:0.404 Diagnosis:9ccs257:Ot aftercare:0.371 Diagnosis:9ccs155:Other GI dx:0.323 Diagnosis:9ccs133:Oth low resp:0.321 Diagnosis:9ccs128:Asthma:0.320 Diagnosis:9ccs253:Allergy:0.299 Diagnosis:9ccs135:Intest infct:0.295 Vital: Temp-latest | coef 0.018 95% CI: [0.014 , 0.022] | OR_adj 1.019 [1.015 1.023] | occ: 1676 | OR_unadj: 1.157 [0.921 1.453] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:0.083 Diagnosis:9ccs124:Tonsillitis:0.081 Diagnosis:9ccs154:Gastroent:-0.079 Lab:323854 CULTURE FECES - Sunrise:-0.075 Lab:306854 PLATELET COUNT - Sunrise:0.074 Diagnosis:9ccs238:Complic proc:0.069 Diagnosis:9ccs92:Otitis media:0.064 Diagnosis:9ccs126:Ot up rsp in:0.062 Diagnosis:9ccs151:Oth liver dx:-0.062 Diagnosis:9ccs239:Superfic inj:-0.059 * Vital: Ht-gain1to5 | coef 0.017 95% CI: [0.014 , 0.020] | OR_adj 1.017 [1.014 1.020] | occ: 1460 | OR_unadj: 0.762 [0.607 0.957] | indivs AUC:0.454 Correlated most with: Number of Visits:0.145 Diagnosis:9ccs126:Ot up rsp in:0.115 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.097 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.097 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.085 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.085 Lab:297275 STREP RAPID TEST (POCT):-0.080 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.075 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.074 Diagnosis:9ccs257:Ot aftercare:0.071 Vital: Temp-avg5to7 | coef 0.016 95% CI: [0.014 , 0.019] | OR_adj 1.016 [1.014 1.019] | occ: 1371 | OR_unadj: 1.070 [0.850 1.347] | indivs AUC:0.527 Correlated most with: Diagnosis:9ccs122:Pneumonia:0.081 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.072 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.072 Diagnosis:9ccs134:Ot uppr resp:0.071 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.068 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.068 Diagnosis:9ccs92:Otitis media:0.068 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.067 Number of Visits:0.063 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.060 Vital: Temp-avg10to13 | coef 0.016 95% CI: [0.013 , 0.018] | OR_adj 1.016 [1.013 1.019] | occ: 1421 | OR_unadj: 1.209 [0.963 1.519] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs92:Otitis media:0.139 Diagnosis:9ccs126:Ot up rsp in:0.109 Number of Visits:0.096 Diagnosis:9ccs154:Gastroent:-0.081 Newborn Diagnosis:9ccs223:Birth trauma:0.067 Diagnosis:9ccs124:Tonsillitis:0.064 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.063 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.063 Diagnosis:9ccs4:Mycoses:0.062 Diagnosis:9ccs232:Sprain:-0.061 Vital: HC-gain5to10 | coef 0.016 95% CI: [0.013 , 0.019] | OR_adj 1.016 [1.013 1.019] | occ: 1329 | OR_unadj: 0.973 [0.772 1.226] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs257:Ot aftercare:0.070 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.065 Newborn Diagnosis:9ccs63:Wht blood dx:0.065 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.065 Diagnosis:9ccs154:Gastroent:-0.065 Newborn Diagnosis:9ccs0:No DX:0.060 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.054 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.054 Diagnosis:9ccs51:Ot endo dsor:0.052 Diagnosis:9ccs259:Unclassified:-0.051 Vital: Temp-avg19to24 | coef 0.015 95% CI: [0.013 , 0.017] | OR_adj 1.015 [1.013 1.018] | occ: 1411 | OR_unadj: 1.141 [0.859 1.515] | indivs AUC:0.484 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.128 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.127 Diagnosis:9ccs113:Late eff CVD:-0.094 Diagnosis:9ccs239:Superfic inj:-0.084 Diagnosis:9ccs10:Immuniz/scrn:-0.083 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.082 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.082 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.077 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.077 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.075 * Vital: Ht-avg0to1 | coef 0.015 95% CI: [0.012 , 0.018] | OR_adj 1.015 [1.012 1.018] | occ: 1350 | OR_unadj: 1.413 [1.125 1.774] | indivs AUC:0.574 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.333 Diagnosis:9ccs219:Low birth wt:-0.286 Newborn Diagnosis:9ccs253:Allergy:-0.131 Newborn Diagnosis:9ccs221:Resp distres:-0.120 Lab:297262 HEMOGLOBIN (HEMOCUE):0.114 Newborn Diagnosis:9ccs222:Perint jaund:-0.114 Newborn Diagnosis:9ccs256:Exam/eval:-0.101 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.082 Lab:294203 BILIRUBIN TOTAL - LMC:-0.068 Diagnosis:9ccs2611:E Codes: Natural/environment:0.068 * Vital: HC-gain3to7 | coef 0.015 95% CI: [0.013 , 0.017] | OR_adj 1.015 [1.013 1.017] | occ: 1347 | OR_unadj: 1.370 [1.014 1.851] | indivs AUC:0.578 Correlated most with: Number of Visits:0.084 Diagnosis:9ccs92:Otitis media:0.061 Diagnosis:9ccs122:Pneumonia:0.057 Diagnosis:9ccs256:Exam/eval:-0.055 Diagnosis:9ccs240:Burns:0.054 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.053 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.053 Diagnosis:9ccs51:Ot endo dsor:-0.052 Newborn Diagnosis:9ccs134:Ot uppr resp:-0.052 Diagnosis:9ccs181:Ot preg comp:-0.052 Vital: Temp-avg7to10 | coef 0.014 95% CI: [0.012 , 0.016] | OR_adj 1.014 [1.012 1.017] | occ: 1385 | OR_unadj: 1.015 [0.714 1.445] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.219 Diagnosis:9ccs255:Social admin:-0.172 Diagnosis:9ccs257:Ot aftercare:-0.140 Diagnosis:9ccs7:Viral infect:-0.138 Diagnosis:9ccs126:Ot up rsp in:-0.136 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.089 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.087 Diagnosis:9ccs125:Bronchitis:-0.086 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.085 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.083 * Vital: Ht-latest | coef 0.014 95% CI: [0.012 , 0.016] | OR_adj 1.014 [1.012 1.017] | occ: 1665 | OR_unadj: 1.383 [1.078 1.773] | indivs AUC:0.555 Correlated most with: Number of Visits:0.416 Diagnosis:9ccs126:Ot up rsp in:0.347 Diagnosis:9ccs10:Immuniz/scrn:0.289 Diagnosis:9ccs92:Otitis media:0.280 Diagnosis:9ccs7:Viral infect:0.183 Diagnosis:9ccs257:Ot aftercare:0.180 Diagnosis:9ccs135:Intest infct:0.160 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.146 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.145 Diagnosis:9ccs125:Bronchitis:0.140 Vital: Temp-avg1to3 | coef 0.014 95% CI: [0.011 , 0.017] | OR_adj 1.014 [1.012 1.017] | occ: 1377 | OR_unadj: 1.065 [0.826 1.373] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs257:Ot aftercare:-0.106 Diagnosis:9ccs7:Viral infect:-0.100 Diagnosis:9ccs134:Ot uppr resp:0.086 Diagnosis:9ccs10:Immuniz/scrn:-0.086 Newborn Diagnosis:9ccs252:Fatigue:-0.079 Diagnosis:9ccs254:Rehab:0.069 Diagnosis:9ccs124:Tonsillitis:0.067 Newborn Diagnosis:9ccs223:Birth trauma:0.065 Diagnosis:9ccs255:Social admin:-0.064 Diagnosis:9ccs200:Oth skin dx:-0.061 Vital: Ht-gain13to19 | coef 0.014 95% CI: [0.011 , 0.016] | OR_adj 1.014 [1.011 1.017] | occ: 1399 | OR_unadj: 1.182 [0.941 1.485] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs130:Pleurisy:0.075 Diagnosis:9ccs243:Poisn nonmed:0.062 Diagnosis:9ccs181:Ot preg comp:-0.053 Diagnosis:9ccs106:Dysrhythmia:-0.053 Diagnosis:9ccs5:HIV infectn:-0.052 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.052 Diagnosis:9ccs230:Fx leg:0.051 Diagnosis:9ccs98:HTN:0.051 Diagnosis:9ccs142:Appendicitis:0.050 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.049 * Vital: Ht-avg1to3 | coef 0.014 95% CI: [0.011 , 0.016] | OR_adj 1.014 [1.011 1.016] | occ: 1374 | OR_unadj: 1.477 [1.174 1.858] | indivs AUC:0.528 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.290 Diagnosis:9ccs219:Low birth wt:-0.225 Newborn Diagnosis:9ccs221:Resp distres:-0.146 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.126 Newborn Diagnosis:9ccs256:Exam/eval:-0.108 Newborn Diagnosis:9ccs253:Allergy:-0.106 Newborn Diagnosis:9ccs222:Perint jaund:-0.099 Lab:297262 HEMOGLOBIN (HEMOCUE):0.095 Diagnosis:9ccs254:Rehab:-0.085 Diagnosis:9ccs2:Septicemia:0.078 Vital: Ht Percentile-gain13to19 | coef 0.013 95% CI: [0.011 , 0.016] | OR_adj 1.013 [1.011 1.016] | occ: 832 | OR_unadj: 1.172 [0.894 1.536] | indivs AUC:0.476 Correlated most with: Diagnosis:9ccs244:Other injury:0.068 Newborn Diagnosis:9ccs191:Amnios dx:-0.067 Newborn Diagnosis:9ccs223:Birth trauma:-0.066 Diagnosis:9ccs259:Unclassified:0.064 Diagnosis:9ccs98:HTN:0.061 Diagnosis:9ccs230:Fx leg:0.058 Diagnosis:9ccs254:Rehab:0.055 Diagnosis:10ccs58:Ot nutrit dx:-0.051 Diagnosis:9ccs250:Nausea/vomit:0.049 Diagnosis:9ccs75:Hx mental dx:-0.049 Vital: HC-gain1to5 | coef 0.013 95% CI: [0.011 , 0.016] | OR_adj 1.013 [1.011 1.016] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.445 Correlated most with: Number of Visits:0.113 Diagnosis:9ccs126:Ot up rsp in:0.097 Diagnosis:9ccs125:Bronchitis:0.086 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.080 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.080 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.075 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.075 Diagnosis:9ccs124:Tonsillitis:0.075 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.074 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.074 Vital: Temp-avg0to1 | coef 0.013 95% CI: [0.011 , 0.014] | OR_adj 1.013 [1.012 1.015] | occ: 1328 | OR_unadj: 1.360 [0.970 1.906] | indivs AUC:0.573 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.159 Diagnosis:9ccs255:Social admin:-0.118 Diagnosis:9ccs95:Oth nerv dx:-0.116 Diagnosis:9ccs76:Meningitis:-0.098 Diagnosis:9ccs7:Viral infect:-0.093 Diagnosis:9ccs166:Oth male gen:-0.083 Diagnosis:9ccs198:Ot infl skin:-0.076 Diagnosis:9ccs257:Ot aftercare:-0.074 Diagnosis:9ccs125:Bronchitis:-0.071 Diagnosis:9ccs128:Asthma:-0.068 Vital: Ht-gain3to7 | coef 0.013 95% CI: [0.011 , 0.015] | OR_adj 1.013 [1.011 1.015] | occ: 1460 | OR_unadj: 1.123 [0.894 1.411] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs127:COPD:0.093 Diagnosis:9ccs92:Otitis media:0.080 Diagnosis:9ccs126:Ot up rsp in:0.078 Number of Visits:0.075 Lab:294048 STOOL CULTURE - LMC:-0.073 Diagnosis:9ccs212:Ot bone dx:0.072 Diagnosis:9ccs47:Ot bnign neo:-0.070 Diagnosis:9ccs200:Oth skin dx:-0.065 Diagnosis:9ccs113:Late eff CVD:0.065 Diagnosis:9ccs122:Pneumonia:0.064 Vital: Ht-gain16to24 | coef 0.013 95% CI: [0.011 , 0.014] | OR_adj 1.013 [1.011 1.014] | occ: 1442 | OR_unadj: 0.985 [0.700 1.387] | indivs AUC:0.536 Correlated most with: Number of Visits:-0.094 Diagnosis:9ccs55:Fluid/elc dx:-0.073 Newborn Diagnosis:9ccs106:Dysrhythmia:-0.066 Diagnosis:9ccs66:Alchl-r mntl:-0.062 Diagnosis:9ccs115:Aneurysm:-0.061 Diagnosis:9ccs126:Ot up rsp in:-0.059 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.054 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.054 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.053 Diagnosis:9ccs181:Ot preg comp:0.053 * Vital: Ht Percentile-avg16to19 | coef 0.012 95% CI: [0.009 , 0.016] | OR_adj 1.013 [1.009 1.016] | occ: 747 | OR_unadj: 1.399 [1.073 1.825] | indivs AUC:0.547 Correlated most with: Diagnosis:9ccs147:Anal/rectal:0.072 Diagnosis:9ccs223:Birth trauma:0.069 Diagnosis:9ccs229:Fx arm:0.068 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.065 Diagnosis:9ccs105:Conduction:0.064 Diagnosis:9ccs208:Acq foot def:0.064 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.064 Diagnosis:9ccs120:Hemmorhoids:0.064 Diagnosis:9ccs239:Superfic inj:-0.061 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.060 Vital: HC-avg0to1 | coef 0.012 95% CI: [0.010 , 0.015] | OR_adj 1.012 [1.010 1.015] | occ: 1207 | OR_unadj: 1.069 [0.849 1.345] | indivs AUC:0.564 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.277 Diagnosis:9ccs219:Low birth wt:-0.224 Lab:297262 HEMOGLOBIN (HEMOCUE):0.123 Newborn Diagnosis:9ccs222:Perint jaund:-0.113 Diagnosis:9ccs205:Back problem:-0.092 Newborn Diagnosis:9ccs253:Allergy:-0.088 Newborn Diagnosis:9ccs224:Ot perint dx:0.079 Newborn Diagnosis:9ccs256:Exam/eval:-0.076 Newborn Diagnosis:9ccs221:Resp distres:-0.076 Lab:294203 BILIRUBIN TOTAL - LMC:-0.074 * Vital: HC-gain0to24 | coef 0.012 95% CI: [0.009 , 0.016] | OR_adj 1.012 [1.009 1.016] | occ: 920 | OR_unadj: 1.672 [1.308 2.137] | indivs AUC:0.604 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:0.085 Diagnosis:9ccs214:GI cong anom:-0.083 Diagnosis:9ccs229:Fx arm:0.072 Diagnosis:9ccs245:Syncope:-0.067 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.066 Diagnosis:9ccs61:Sickle cell:0.063 Diagnosis:9ccs251:Abdomnl pain:-0.057 Diagnosis:9ccs143:Abdom hernia:0.056 Newborn Diagnosis:9ccs224:Ot perint dx:0.056 Diagnosis:9ccs105:Conduction:0.054 * Vital: HC-avg7to10 | coef 0.012 95% CI: [0.010 , 0.015] | OR_adj 1.012 [1.010 1.015] | occ: 1119 | OR_unadj: 1.386 [1.102 1.744] | indivs AUC:0.563 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.084 Lab:297262 HEMOGLOBIN (HEMOCUE):0.083 Diagnosis:9ccs232:Sprain:0.074 Diagnosis:9ccs75:Hx mental dx:0.073 Diagnosis:9ccs2603:E Codes: Fall:0.070 Diagnosis:9ccs245:Syncope:-0.069 Diagnosis:9ccs209:Ot acq defor:0.061 Newborn Diagnosis:9ccs221:Resp distres:-0.058 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.057 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.057 Vital: Ht-gain10to16 | coef 0.012 95% CI: [0.011 , 0.014] | OR_adj 1.012 [1.011 1.014] | occ: 1442 | OR_unadj: 0.837 [0.658 1.064] | indivs AUC:0.499 Correlated most with: Number of Visits:0.069 Diagnosis:9ccs214:GI cong anom:0.067 Lab:292495 LEAD LEVEL - Sunrise:0.062 Diagnosis:9ccs86:Cataract:0.060 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.058 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.057 Diagnosis:9ccs230:Fx leg:-0.053 Diagnosis:9ccs243:Poisn nonmed:-0.053 Diagnosis:9ccs98:HTN:-0.053 Newborn Diagnosis:9ccs162:Ot dx bladdr:-0.051 Vital: HC-avg3to5 | coef 0.012 95% CI: [0.009 , 0.016] | OR_adj 1.012 [1.009 1.016] | occ: 1164 | OR_unadj: 1.089 [0.860 1.379] | indivs AUC:0.511 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.154 Newborn Diagnosis:9ccs221:Resp distres:-0.100 Diagnosis:9ccs219:Low birth wt:-0.091 Lab:297262 HEMOGLOBIN (HEMOCUE):0.089 Newborn Diagnosis:9ccs224:Ot perint dx:0.079 Diagnosis:9ccs56:Cystic fibro:-0.079 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.072 Diagnosis:9ccs105:Conduction:0.071 Newborn Diagnosis:9ccs222:Perint jaund:-0.068 Newborn Diagnosis:9ccs253:Allergy:-0.068 Vital: HC-avg10to13 | coef 0.012 95% CI: [0.010 , 0.014] | OR_adj 1.012 [1.010 1.014] | occ: 1210 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.608 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.296 Number of Visits:-0.273 Diagnosis:9ccs255:Social admin:-0.264 Diagnosis:9ccs126:Ot up rsp in:-0.240 Diagnosis:9ccs7:Viral infect:-0.222 Diagnosis:9ccs257:Ot aftercare:-0.195 Diagnosis:9ccs92:Otitis media:-0.179 Diagnosis:9ccs125:Bronchitis:-0.138 Diagnosis:9ccs59:Anemia:-0.135 Diagnosis:9ccs135:Intest infct:-0.125 Vital: Temp-avg13to16 | coef 0.012 95% CI: [0.011 , 0.013] | OR_adj 1.012 [1.011 1.014] | occ: 1321 | OR_unadj: 1.104 [0.599 2.033] | indivs AUC:0.549 Correlated most with: Newborn Diagnosis:9ccs95:Oth nerv dx:-0.267 Number of Visits:-0.231 Diagnosis:9ccs255:Social admin:-0.178 Diagnosis:9ccs126:Ot up rsp in:-0.170 Diagnosis:9ccs10:Immuniz/scrn:-0.169 Diagnosis:9ccs257:Ot aftercare:-0.159 Diagnosis:9ccs7:Viral infect:-0.159 Diagnosis:9ccs90:Eye infectn:-0.129 Diagnosis:9ccs95:Oth nerv dx:-0.124 Diagnosis:9ccs244:Other injury:-0.119 * Vital: Ht-avg16to19 | coef 0.012 95% CI: [0.010 , 0.014] | OR_adj 1.012 [1.010 1.014] | occ: 1291 | OR_unadj: 1.538 [1.221 1.939] | indivs AUC:0.568 Correlated most with: Diagnosis:9ccs147:Anal/rectal:0.075 Newborn Diagnosis:9ccs219:Low birth wt:-0.072 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.069 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.069 Diagnosis:9ccs245:Syncope:-0.069 Newborn Diagnosis:9ccs224:Ot perint dx:0.067 Diagnosis:9ccs105:Conduction:0.064 Lab:323854 CULTURE FECES - Sunrise:0.059 Diagnosis:9ccs251:Abdomnl pain:0.058 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.058 * Vital: HC-avg19to24 | coef 0.012 95% CI: [0.009 , 0.015] | OR_adj 1.012 [1.009 1.015] | occ: 933 | OR_unadj: 1.593 [1.247 2.034] | indivs AUC:0.601 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:0.085 Diagnosis:9ccs214:GI cong anom:-0.082 Diagnosis:9ccs229:Fx arm:0.072 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.066 Diagnosis:9ccs245:Syncope:-0.066 Diagnosis:9ccs61:Sickle cell:0.065 Diagnosis:9ccs143:Abdom hernia:0.064 Diagnosis:9ccs251:Abdomnl pain:-0.056 Newborn Diagnosis:9ccs224:Ot perint dx:0.056 Diagnosis:9ccs137:Mouth dx:-0.054 Vital: Temp-avg3to5 | coef 0.011 95% CI: [0.010 , 0.013] | OR_adj 1.012 [1.010 1.013] | occ: 1345 | OR_unadj: 1.059 [0.839 1.337] | indivs AUC:0.533 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:-0.083 Diagnosis:9ccs7:Viral infect:-0.078 Lab:292147 TSH - Sunrise:0.070 Diagnosis:9ccs155:Other GI dx:0.068 Newborn Diagnosis:9ccs213:Cardiac anom:-0.062 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.059 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.059 Newborn Diagnosis:9ccs0:No DX:-0.059 Diagnosis:9ccs256:Exam/eval:0.057 Diagnosis:9ccs258:Other screen:-0.054 * Vital: HC-avg1to3 | coef 0.011 95% CI: [0.009 , 0.014] | OR_adj 1.011 [1.009 1.014] | occ: 1235 | OR_unadj: 1.366 [1.082 1.723] | indivs AUC:0.544 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.245 Diagnosis:9ccs219:Low birth wt:-0.191 Newborn Diagnosis:9ccs221:Resp distres:-0.114 Lab:297262 HEMOGLOBIN (HEMOCUE):0.102 Newborn Diagnosis:9ccs222:Perint jaund:-0.094 Newborn Diagnosis:9ccs253:Allergy:-0.090 Newborn Diagnosis:9ccs106:Dysrhythmia:-0.087 Lab:294199 BILIRUBIN SCAN - LMC:-0.077 Diagnosis:9ccs2603:E Codes: Fall:0.075 Newborn Diagnosis:9ccs223:Birth trauma:0.068 Vital: Ht-gain0to3 | coef 0.011 95% CI: [0.009 , 0.013] | OR_adj 1.011 [1.010 1.013] | occ: 1419 | OR_unadj: 1.156 [0.909 1.469] | indivs AUC:0.506 Correlated most with: Newborn Diagnosis:9ccs106:Dysrhythmia:0.080 Diagnosis:9ccs86:Cataract:0.078 Diagnosis:9ccs8:Oth infectns:0.072 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.069 Diagnosis:9ccs2:Septicemia:0.067 Diagnosis:9ccs216:Nerv cong an:-0.061 Diagnosis:9ccs44:Neoplsm unsp:0.060 Diagnosis:9ccs245:Syncope:-0.055 Diagnosis:9ccs106:Dysrhythmia:-0.053 Diagnosis:9ccs140:Gastritis:0.052 Vital: HC-gain10to16 | coef 0.011 95% CI: [0.010 , 0.013] | OR_adj 1.011 [1.010 1.013] | occ: 1231 | OR_unadj: 0.870 [0.694 1.091] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs257:Ot aftercare:0.092 Diagnosis:9ccs239:Superfic inj:-0.073 Diagnosis:9ccs83:Epilepsy/cnv:0.068 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.066 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.066 Newborn Diagnosis:9ccs96:Hrt valve dx:0.064 Lab:292495 LEAD LEVEL - Sunrise:0.061 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.060 Lab:321098 OCCULT BLOOD FECES - Sunrise:0.058 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.058 Vital: Ht-gain7to13 | coef 0.011 95% CI: [0.010 , 0.012] | OR_adj 1.011 [1.010 1.012] | occ: 1476 | OR_unadj: 1.168 [0.864 1.580] | indivs AUC:0.536 Correlated most with: Lab:292147 TSH - Sunrise:0.084 Lab:294205 TSH REFLEX TO FT4 - LMC:0.069 Diagnosis:9ccs86:Cataract:-0.066 Lab:292495 LEAD LEVEL - Sunrise:-0.063 Diagnosis:9ccs238:Complic proc:0.063 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.063 Diagnosis:9ccs5:HIV infectn:0.056 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.055 Diagnosis:9ccs197:Skin infectn:0.055 Diagnosis:9ccs2604:E Codes: Fire/burn:0.053 * Vital: HC-avg5to7 | coef 0.011 95% CI: [0.009 , 0.012] | OR_adj 1.011 [1.009 1.013] | occ: 1177 | OR_unadj: 1.779 [1.148 2.758] | indivs AUC:0.570 Correlated most with: Newborn Diagnosis:9ccs63:Wht blood dx:-0.326 Diagnosis:9ccs10:Immuniz/scrn:-0.162 Diagnosis:9ccs3:Oth bact inf:-0.152 Diagnosis:9ccs255:Social admin:-0.137 Number of Visits:-0.136 Diagnosis:9ccs7:Viral infect:-0.123 Diagnosis:9ccs126:Ot up rsp in:-0.112 Diagnosis:9ccs247:Lymph enlarg:-0.101 Newborn Diagnosis:9ccs219:Low birth wt:-0.101 Diagnosis:9ccs92:Otitis media:-0.097 * Vital: Ht-avg5to7 | coef 0.011 95% CI: [0.008 , 0.013] | OR_adj 1.011 [1.009 1.013] | occ: 1348 | OR_unadj: 1.486 [1.156 1.909] | indivs AUC:0.540 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.150 Lab:306854 PLATELET COUNT - Sunrise:-0.127 Diagnosis:9ccs219:Low birth wt:-0.106 Diagnosis:9ccs3:Oth bact inf:0.097 Newborn Diagnosis:9ccs218:Liveborn:-0.097 Newborn Diagnosis:9ccs253:Allergy:-0.083 Newborn Diagnosis:9ccs221:Resp distres:-0.076 Newborn Diagnosis:9ccs256:Exam/eval:-0.071 Newborn Diagnosis:9ccs222:Perint jaund:-0.070 Diagnosis:9ccs59:Anemia:-0.068 * Vital: Ht Percentile-avg10to13 | coef 0.010 95% CI: [0.007 , 0.014] | OR_adj 1.010 [1.007 1.014] | occ: 660 | OR_unadj: 1.758 [1.345 2.298] | indivs AUC:0.555 Correlated most with: Diagnosis:9ccs223:Birth trauma:0.096 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.089 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.080 Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.080 Newborn Diagnosis:9ccs223:Birth trauma:0.075 Newborn Diagnosis:9ccs219:Low birth wt:-0.069 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.069 Diagnosis:9ccs56:Cystic fibro:-0.066 Newborn Diagnosis:9ccs104:Oth heart dx:-0.066 Newborn Diagnosis:9ccs97:Carditis:-0.066 Vital: HC-gain0to3 | coef 0.010 95% CI: [0.009 , 0.011] | OR_adj 1.010 [1.009 1.011] | occ: 1344 | OR_unadj: 1.162 [0.915 1.474] | indivs AUC:0.517 Correlated most with: Diagnosis:9ccs2611:E Codes: Natural/environment:0.067 Diagnosis:9ccs6:Hepatitis:0.066 Newborn Diagnosis:9ccs91:Other eye dx:-0.065 Diagnosis:9ccs251:Abdomnl pain:-0.064 Diagnosis:9ccs120:Hemmorhoids:-0.064 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.064 Diagnosis:9ccs240:Burns:-0.059 Diagnosis:9ccs200:Oth skin dx:0.057 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.055 Newborn Diagnosis:9ccs106:Dysrhythmia:0.052 Vital: Ht-gain5to10 | coef 0.010 95% CI: [0.009 , 0.011] | OR_adj 1.010 [1.009 1.011] | occ: 1443 | OR_unadj: 1.120 [0.888 1.414] | indivs AUC:0.506 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:-0.068 Newborn Diagnosis:9ccs0:No DX:0.061 Diagnosis:9ccs181:Ot preg comp:0.059 Diagnosis:10ccs238:Complic proc:-0.059 Diagnosis:9ccs2604:E Codes: Fire/burn:-0.059 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.059 Diagnosis:9ccs197:Skin infectn:-0.057 Newborn Diagnosis:9ccs97:Carditis:-0.056 Newborn Diagnosis:9ccs104:Oth heart dx:-0.056 Newborn Diagnosis:9ccs239:Superfic inj:-0.056 * Vital: Ht-avg3to5 | coef 0.010 95% CI: [0.008 , 0.011] | OR_adj 1.010 [1.009 1.011] | occ: 1321 | OR_unadj: 1.312 [1.007 1.711] | indivs AUC:0.550 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.209 Diagnosis:9ccs219:Low birth wt:-0.174 Diagnosis:9ccs10:Immuniz/scrn:-0.152 Newborn Diagnosis:9ccs253:Allergy:-0.127 Diagnosis:9ccs255:Social admin:-0.111 Newborn Diagnosis:9ccs256:Exam/eval:-0.098 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.097 Newborn Diagnosis:9ccs222:Perint jaund:-0.090 Diagnosis:9ccs126:Ot up rsp in:-0.087 Newborn Diagnosis:9ccs221:Resp distres:-0.085 Vital: Temp-avg16to19 | coef 0.010 95% CI: [0.008 , 0.011] | OR_adj 1.010 [1.008 1.011] | occ: 1323 | OR_unadj: 0.807 [0.561 1.162] | indivs AUC:0.512 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.158 Diagnosis:9ccs255:Social admin:-0.148 Number of Visits:-0.135 Newborn Diagnosis:9ccs138:Esophgeal dx:0.132 Diagnosis:9ccs239:Superfic inj:-0.112 Diagnosis:9ccs126:Ot up rsp in:-0.111 Diagnosis:9ccs240:Burns:-0.093 Diagnosis:9ccs257:Ot aftercare:-0.092 Diagnosis:9ccs167:Breast dx:-0.087 Diagnosis:9ccs258:Other screen:-0.086 * Vital: Ht-avg10to13 | coef 0.009 95% CI: [0.008 , 0.011] | OR_adj 1.009 [1.008 1.011] | occ: 1403 | OR_unadj: 1.702 [1.355 2.140] | indivs AUC:0.575 Correlated most with: Diagnosis:9ccs246:FUO:0.117 Newborn Diagnosis:9ccs219:Low birth wt:-0.106 Diagnosis:9ccs219:Low birth wt:-0.085 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.072 Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.072 Diagnosis:9ccs2:Septicemia:0.068 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.064 Newborn Diagnosis:9ccs253:Allergy:-0.063 Diagnosis:9ccs223:Birth trauma:0.063 Diagnosis:9ccs200:Oth skin dx:0.063 * Vital: Ht Percentile-latest | coef 0.009 95% CI: [0.008 , 0.011] | OR_adj 1.009 [1.008 1.011] | occ: 1058 | OR_unadj: 1.698 [1.338 2.155] | indivs AUC:0.611 Correlated most with: Diagnosis:9ccs229:Fx arm:0.077 Diagnosis:9ccs59:Anemia:-0.070 Diagnosis:9ccs136:Teeth dx:-0.061 Diagnosis:9ccs244:Other injury:0.059 Newborn Diagnosis:9ccs224:Ot perint dx:0.056 Diagnosis:9ccs145:Int obstruct:-0.055 Newborn Diagnosis:9ccs166:Oth male gen:0.054 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.053 Diagnosis:9ccs120:Hemmorhoids:0.053 Diagnosis:9ccs212:Ot bone dx:-0.053 Vital: HC-gain7to13 | coef 0.009 95% CI: [0.008 , 0.010] | OR_adj 1.009 [1.008 1.010] | occ: 1315 | OR_unadj: 1.015 [0.741 1.390] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs58:Ot nutrit dx:-0.072 Diagnosis:9ccs235:Opn wnd head:0.060 Diagnosis:9ccs257:Ot aftercare:-0.057 Lab:292495 LEAD LEVEL - Sunrise:-0.056 Diagnosis:9ccs10:Immuniz/scrn:-0.054 Lab:294205 TSH REFLEX TO FT4 - LMC:0.054 Newborn Diagnosis:9ccs68:Senil/org mn:-0.054 MatDeliveryAge:0.053 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.052 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.051 Vital: Ht-avg13to16 | coef 0.009 95% CI: [0.008 , 0.010] | OR_adj 1.009 [1.008 1.010] | occ: 1287 | OR_unadj: 1.259 [0.991 1.601] | indivs AUC:0.568 Correlated most with: Diagnosis:9ccs240:Burns:0.087 Newborn Diagnosis:9ccs219:Low birth wt:-0.078 Diagnosis:9ccs133:Oth low resp:0.071 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.063 Diagnosis:9ccs200:Oth skin dx:0.061 Diagnosis:9ccs256:Exam/eval:0.061 Diagnosis:9ccs216:Nerv cong an:-0.059 Newborn Diagnosis:9ccs253:Allergy:-0.059 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.058 Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.058 Vital: HC-gain13to19 | coef 0.009 95% CI: [0.007 , 0.010] | OR_adj 1.009 [1.007 1.010] | occ: 1054 | OR_unadj: 1.081 [0.862 1.357] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs166:Oth male gen:-0.060 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.060 Diagnosis:9ccs243:Poisn nonmed:0.059 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.055 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.054 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.054 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.053 Newborn Diagnosis:9ccs216:Nerv cong an:-0.049 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.049 Diagnosis:9ccs74:Ot mentl cnd:0.049 * Vital: Ht-avg19to24 | coef 0.009 95% CI: [0.007 , 0.010] | OR_adj 1.009 [1.007 1.010] | occ: 1391 | OR_unadj: 1.584 [1.262 1.987] | indivs AUC:0.584 Correlated most with: Diagnosis:9ccs242:Poisn ot med:-0.075 Diagnosis:9ccs127:COPD:0.072 Diagnosis:9ccs55:Fluid/elc dx:-0.071 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.066 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.065 Newborn Diagnosis:9ccs224:Ot perint dx:0.062 Newborn Diagnosis:9ccs219:Low birth wt:-0.061 Diagnosis:9ccs133:Oth low resp:0.061 Diagnosis:9ccs62:Coag/hemr dx:-0.060 Diagnosis:9ccs147:Anal/rectal:0.060 Vital: HC-gain16to24 | coef 0.008 95% CI: [0.007 , 0.010] | OR_adj 1.008 [1.007 1.010] | occ: 1079 | OR_unadj: 1.219 [0.956 1.555] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:-0.076 Number of Visits:-0.073 Lab:306854 PLATELET COUNT - Sunrise:-0.061 Diagnosis:9ccs2611:E Codes: Natural/environment:0.058 Diagnosis:9ccs113:Late eff CVD:0.056 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.054 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.054 Diagnosis:9ccs6:Hepatitis:-0.052 Lab:323854 CULTURE FECES - Sunrise:-0.051 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.049 Vital: HR-latest | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1040 | OR_unadj: 1.213 [0.939 1.565] | indivs AUC:0.496 Correlated most with: Number of Visits:-0.082 Diagnosis:9ccs2619:e codes: other specified- nec:0.073 Lab:294199 BILIRUBIN SCAN - LMC:0.071 Diagnosis:9ccs124:Tonsillitis:-0.063 Diagnosis:9ccs127:COPD:-0.063 Diagnosis:9ccs70:Schizo/rl dx:-0.063 Diagnosis:9ccs104:Oth heart dx:0.063 Diagnosis:9ccs228:Fx skull fac:0.062 Diagnosis:9ccs96:Hrt valve dx:-0.062 Diagnosis:9ccs117:Ot circul dx:-0.061 * Vital: HC-avg16to19 | coef 0.008 95% CI: [0.006 , 0.009] | OR_adj 1.008 [1.006 1.009] | occ: 933 | OR_unadj: 1.456 [1.141 1.858] | indivs AUC:0.601 Correlated most with: Diagnosis:9ccs216:Nerv cong an:-0.103 Lab:297262 HEMOGLOBIN (HEMOCUE):0.093 Diagnosis:9ccs143:Abdom hernia:0.078 Diagnosis:9ccs70:Schizo/rl dx:0.074 Newborn Diagnosis:9ccs224:Ot perint dx:0.073 MatDeliveryAge:0.068 Diagnosis:9ccs221:Resp distres:-0.066 Diagnosis:9ccs59:Anemia:-0.065 Lab:294048 STOOL CULTURE - LMC:-0.063 Diagnosis:9ccs253:Allergy:0.060 * Vital: Ht Percentile-gain7to13 | coef 0.008 95% CI: [0.005 , 0.010] | OR_adj 1.008 [1.005 1.010] | occ: 690 | OR_unadj: 1.479 [1.110 1.972] | indivs AUC:0.576 Correlated most with: Lab:294048 STOOL CULTURE - LMC:0.094 Diagnosis:9ccs229:Fx arm:0.086 Lab:292495 LEAD LEVEL - Sunrise:-0.080 Newborn Diagnosis:9ccs136:Teeth dx:-0.079 Diagnosis:9ccs231:Oth fracture:0.079 Diagnosis:9ccs230:Fx leg:0.073 Newborn Diagnosis:9ccs220:Birth asphyx:-0.064 Diagnosis:9ccs62:Coag/hemr dx:-0.054 Diagnosis:9ccs151:Oth liver dx:-0.051 Diagnosis:9ccs258:Other screen:-0.051 Vital: Ht-avg7to10 | coef 0.007 95% CI: [0.007 , 0.008] | OR_adj 1.007 [1.007 1.008] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.483 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.153 Diagnosis:9ccs219:Low birth wt:-0.081 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.063 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.063 Newborn Diagnosis:9ccs256:Exam/eval:-0.060 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.059 Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.059 Diagnosis:9ccs223:Birth trauma:0.059 Lab:323854 CULTURE FECES - Sunrise:0.059 Diagnosis:9ccs200:Oth skin dx:0.058 Vital: HC-avg13to16 | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 973 | OR_unadj: 1.129 [0.890 1.433] | indivs AUC:0.554 Correlated most with: Lab:297262 HEMOGLOBIN (HEMOCUE):0.082 Diagnosis:9ccs143:Abdom hernia:0.073 Newborn Diagnosis:9ccs224:Ot perint dx:0.068 Diagnosis:9ccs229:Fx arm:0.067 Diagnosis:9ccs62:Coag/hemr dx:0.066 Diagnosis:9ccs76:Meningitis:-0.063 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.059 Diagnosis:9ccs70:Schizo/rl dx:0.059 Lab:294048 STOOL CULTURE - LMC:-0.059 Diagnosis:9ccs209:Ot acq defor:0.055 Vital: Ht Percentile-gain16to24 | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 975 | OR_unadj: 1.147 [0.882 1.492] | indivs AUC:0.549 Correlated most with: Number of Visits:-0.088 Diagnosis:9ccs259:Unclassified:-0.085 Diagnosis:9ccs59:Anemia:-0.077 Diagnosis:9ccs181:Ot preg comp:0.056 Diagnosis:9ccs257:Ot aftercare:-0.055 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.055 Diagnosis:9ccs133:Oth low resp:-0.055 Diagnosis:9ccs143:Abdom hernia:-0.054 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.054 Diagnosis:9ccs127:COPD:-0.052 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 1123 | OR_unadj: 1.078 [0.842 1.380] | indivs AUC:0.554 Correlated most with: Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:1.000 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.996 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.736 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.734 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.673 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.670 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.639 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.638 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.623 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.621 * Vital: Ht-gain0to24 | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 1385 | OR_unadj: 1.531 [1.220 1.920] | indivs AUC:0.572 Correlated most with: Diagnosis:9ccs242:Poisn ot med:-0.075 Diagnosis:9ccs127:COPD:0.070 Diagnosis:9ccs55:Fluid/elc dx:-0.070 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.066 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.065 Diagnosis:9ccs147:Anal/rectal:0.062 Newborn Diagnosis:9ccs224:Ot perint dx:0.062 Diagnosis:9ccs62:Coag/hemr dx:-0.060 Diagnosis:9ccs133:Oth low resp:0.059 Diagnosis:9ccs253:Allergy:0.058 Vital: RR-latest | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 795 | OR_unadj: 1.214 [0.892 1.653] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs188:Pelvic obstr:0.100 Diagnosis:9ccs254:Rehab:0.086 Diagnosis:9ccs151:Oth liver dx:0.083 Diagnosis:9ccs92:Otitis media:-0.078 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.073 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.072 Diagnosis:9ccs125:Bronchitis:0.069 Diagnosis:9ccs127:COPD:-0.064 Diagnosis:9ccs61:Sickle cell:0.064 Diagnosis:9ccs124:Tonsillitis:-0.063 Vital: HR-avg10to13 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 456 | OR_unadj: 1.345 [0.952 1.900] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs129:Asp pneumon:0.094 Diagnosis:9ccs244:Other injury:-0.076 Diagnosis:9ccs159:UTI:0.068 Diagnosis:9ccs58:Ot nutrit dx:0.066 Diagnosis:9ccs7:Viral infect:0.056 Diagnosis:9ccs106:Dysrhythmia:0.056 Diagnosis:9ccs92:Otitis media:0.056 Diagnosis:9ccs151:Oth liver dx:0.050 Newborn Diagnosis:9ccs133:Oth low resp:0.050 Diagnosis:9ccs162:Ot dx bladdr:-0.049 Vital: Ht Percentile-gain10to16 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 760 | OR_unadj: 0.965 [0.731 1.274] | indivs AUC:0.544 Correlated most with: Diagnosis:9ccs0:No DX:0.103 Diagnosis:9ccs105:Conduction:0.092 Diagnosis:9ccs230:Fx leg:-0.075 Diagnosis:9ccs228:Fx skull fac:0.074 Diagnosis:9ccs167:Breast dx:0.074 Lab:294199 BILIRUBIN SCAN - LMC:-0.071 Lab:292495 LEAD LEVEL - Sunrise:0.069 Diagnosis:9ccs51:Ot endo dsor:-0.065 Diagnosis:9ccs222:Perint jaund:-0.061 Diagnosis:9ccs72:Anxiety dx:0.061 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1073 | OR_unadj: 1.178 [0.920 1.510] | indivs AUC:0.544 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.996 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.560 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.558 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.558 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.556 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.473 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.472 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.450 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.449 Vital: Ht Percentile-gain3to7 | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.004 1.009] | occ: 514 | OR_unadj: 0.967 [0.692 1.353] | indivs AUC:0.509 Correlated most with: Newborn Diagnosis:9ccs166:Oth male gen:0.094 Lab:294199 BILIRUBIN SCAN - LMC:0.094 Diagnosis:9ccs154:Gastroent:-0.076 Diagnosis:9ccs48:Thyroid dsor:-0.070 Diagnosis:9ccs83:Epilepsy/cnv:0.058 Diagnosis:9ccs200:Oth skin dx:-0.052 Diagnosis:9ccs64:Ot hematl dx:0.051 Diagnosis:9ccs215:gu cong anom:-0.050 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.049 Diagnosis:9ccs141:Ot dx stomch:-0.048 Vital: Ht Percentile-gain5to10 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 590 | OR_unadj: 0.909 [0.659 1.253] | indivs AUC:0.501 Correlated most with: Newborn Diagnosis:9ccs252:Fatigue:-0.083 Lab:294048 STOOL CULTURE - LMC:-0.078 Diagnosis:9ccs72:Anxiety dx:-0.076 Newborn Diagnosis:9ccs223:Birth trauma:0.074 Diagnosis:9ccs2620:E Codes: Unspecified:-0.071 Diagnosis:9ccs214:GI cong anom:-0.065 Diagnosis:9ccs9:Sexual Infxs:-0.063 Newborn Diagnosis:9ccs191:Amnios dx:-0.062 Lab:292495 LEAD LEVEL - Sunrise:0.057 Diagnosis:9ccs243:Poisn nonmed:0.055 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1068 | OR_unadj: 1.150 [0.896 1.474] | indivs AUC:0.537 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.996 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.560 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.559 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.558 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.557 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.474 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.473 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.451 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.449 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1129 | OR_unadj: 1.101 [0.860 1.408] | indivs AUC:0.556 Correlated most with: Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:1.000 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.996 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.736 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.733 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.673 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.670 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.639 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.637 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.624 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.621 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1120 | OR_unadj: 1.164 [0.907 1.495] | indivs AUC:0.426 Correlated most with: Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:1.000 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.996 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.736 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.733 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.691 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.689 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.673 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.671 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.652 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.649 Vital: Ht Percentile-avg5to7 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 474 | OR_unadj: 1.174 [0.856 1.610] | indivs AUC:0.517 Correlated most with: Diagnosis:9ccs117:Ot circul dx:-0.088 Diagnosis:9ccs219:Low birth wt:-0.082 Newborn Diagnosis:9ccs217:Ot cong anom:0.081 Diagnosis:9ccs223:Birth trauma:0.074 Newborn Diagnosis:9ccs97:Carditis:-0.072 Newborn Diagnosis:9ccs239:Superfic inj:-0.072 Newborn Diagnosis:9ccs104:Oth heart dx:-0.072 Diagnosis:9ccs162:Ot dx bladdr:0.072 Diagnosis:9ccs48:Thyroid dsor:-0.071 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.069 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1122 | OR_unadj: 1.304 [1.019 1.669] | indivs AUC:0.514 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.998 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.511 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.511 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.345 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.345 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.214 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.213 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.196 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.195 * Vital: HR-avg5to7 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 318 | OR_unadj: 2.013 [1.408 2.877] | indivs AUC:0.546 Correlated most with: Diagnosis:9ccs221:Resp distres:0.164 Diagnosis:9ccs228:Fx skull fac:0.125 Diagnosis:9ccs44:Neoplsm unsp:-0.084 Diagnosis:9ccs231:Oth fracture:0.084 Diagnosis:9ccs117:Ot circul dx:-0.077 Diagnosis:9ccs213:Cardiac anom:-0.075 Diagnosis:9ccs125:Bronchitis:0.071 Diagnosis:9ccs115:Aneurysm:-0.068 Diagnosis:9ccs48:Thyroid dsor:0.066 Newborn Diagnosis:9ccs104:Oth heart dx:-0.064 Vital: HR-avg7to10 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 429 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.558 Correlated most with: Diagnosis:9ccs63:Wht blood dx:0.088 Diagnosis:9ccs127:COPD:-0.082 Diagnosis:9ccs125:Bronchitis:0.061 Newborn Diagnosis:9ccs155:Other GI dx:-0.058 Diagnosis:9ccs200:Oth skin dx:0.058 Diagnosis:9ccs134:Ot uppr resp:-0.056 Diagnosis:9ccs7:Viral infect:0.056 Diagnosis:9ccs224:Ot perint dx:-0.054 Diagnosis:9ccs109:Acute CVD:-0.053 Diagnosis:9ccs76:Meningitis:-0.052 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1118 | OR_unadj: 1.172 [0.912 1.506] | indivs AUC:0.517 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.999 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.337 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.335 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.310 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.310 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.300 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.299 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.293 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.293 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1126 | OR_unadj: 1.150 [0.895 1.477] | indivs AUC:0.424 Correlated most with: Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:1.000 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.996 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.736 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.734 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.693 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.688 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.674 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.670 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.654 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.649 Vital: HR-avg19to24 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 455 | OR_unadj: 1.253 [0.883 1.777] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs167:Breast dx:0.082 Lab:294199 BILIRUBIN SCAN - LMC:0.081 Diagnosis:9ccs251:Abdomnl pain:-0.069 Diagnosis:9ccs259:Unclassified:0.066 Diagnosis:9ccs70:Schizo/rl dx:-0.066 Diagnosis:9ccs212:Ot bone dx:-0.060 Lab:306854 PLATELET COUNT - Sunrise:0.058 Diagnosis:9ccs89:Blindness:-0.056 Diagnosis:9ccs145:Int obstruct:-0.051 Diagnosis:9ccs238:Complic proc:0.049 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1116 | OR_unadj: 1.314 [1.027 1.682] | indivs AUC:0.519 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.998 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.512 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.511 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.345 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.344 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.213 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.213 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.195 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.195 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1124 | OR_unadj: 1.167 [0.908 1.500] | indivs AUC:0.513 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.999 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.337 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.336 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.310 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.309 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.300 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.298 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.293 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.292 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1067 | OR_unadj: 1.024 [0.789 1.329] | indivs AUC:0.503 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.998 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.507 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.506 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.481 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.480 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.444 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.443 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.351 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.348 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1123 | OR_unadj: 0.843 [0.641 1.108] | indivs AUC:0.482 Correlated most with: Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:1.000 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.997 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.918 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.916 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.746 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.746 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.744 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.743 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.714 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.712 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1123 | OR_unadj: 1.195 [0.939 1.521] | indivs AUC:0.509 Correlated most with: Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.996 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.386 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.385 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.383 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.382 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.356 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.355 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.345 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.345 Vital: Ht Percentile-avg13to16 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 661 | OR_unadj: 1.285 [0.973 1.695] | indivs AUC:0.545 Correlated most with: Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.088 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.088 Newborn Diagnosis:9ccs223:Birth trauma:0.074 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.066 Lab:323854 CULTURE FECES - Sunrise:0.065 Diagnosis:9ccs120:Hemmorhoids:0.064 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.064 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.064 Newborn Diagnosis:9ccs253:Allergy:-0.064 Newborn Diagnosis:9ccs97:Carditis:-0.063 Vital: RR-avg10to13 | coef 0.005 95% CI: [0.002 , 0.007] | OR_adj 1.005 [1.002 1.007] | occ: 258 | OR_unadj: 1.045 [0.647 1.689] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs2:Septicemia:0.099 Diagnosis:9ccs125:Bronchitis:0.074 Diagnosis:9ccs135:Intest infct:0.072 Diagnosis:9ccs47:Ot bnign neo:-0.070 Diagnosis:9ccs7:Viral infect:0.067 Diagnosis:9ccs159:UTI:0.066 Diagnosis:9ccs2620:E Codes: Unspecified:-0.062 Diagnosis:9ccs197:Skin infectn:0.062 Newborn Diagnosis:9ccs133:Oth low resp:-0.060 Diagnosis:9ccs221:Resp distres:0.057 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1129 | OR_unadj: 1.087 [0.853 1.386] | indivs AUC:0.475 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.999 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.511 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.511 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.309 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.309 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.258 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.257 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.245 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.244 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1061 | OR_unadj: 1.018 [0.783 1.322] | indivs AUC:0.501 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.998 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.508 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.506 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.482 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.481 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.445 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.443 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.349 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.347 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1123 | OR_unadj: 1.089 [0.854 1.390] | indivs AUC:0.472 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.999 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.512 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.511 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.310 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.309 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.257 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.257 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.245 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.245 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1120 | OR_unadj: 1.085 [0.845 1.392] | indivs AUC:0.463 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.994 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.337 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.337 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.335 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.334 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.268 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.267 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.173 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.172 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1129 | OR_unadj: 1.187 [0.933 1.510] | indivs AUC:0.504 Correlated most with: Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.996 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.387 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.385 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.382 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.381 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.357 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.355 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.345 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.344 * Vital: Ht Percentile-avg19to24 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 931 | OR_unadj: 1.595 [1.246 2.040] | indivs AUC:0.596 Correlated most with: Diagnosis:9ccs229:Fx arm:0.084 Diagnosis:9ccs136:Teeth dx:-0.078 Diagnosis:9ccs59:Anemia:-0.076 Diagnosis:9ccs212:Ot bone dx:-0.061 Diagnosis:9ccs120:Hemmorhoids:0.060 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.060 Diagnosis:9ccs147:Anal/rectal:0.058 Diagnosis:9ccs243:Poisn nonmed:-0.058 Newborn Diagnosis:9ccs223:Birth trauma:0.056 Diagnosis:9ccs105:Conduction:0.056 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1126 | OR_unadj: 1.090 [0.850 1.398] | indivs AUC:0.467 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.994 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.336 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.336 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.335 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.333 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.266 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.264 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.174 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.172 * Vital: Ht Percentile-gain0to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 926 | OR_unadj: 1.596 [1.246 2.043] | indivs AUC:0.590 Correlated most with: Diagnosis:9ccs229:Fx arm:0.084 Diagnosis:9ccs136:Teeth dx:-0.075 Diagnosis:9ccs59:Anemia:-0.074 Diagnosis:9ccs147:Anal/rectal:0.061 Diagnosis:9ccs212:Ot bone dx:-0.061 Diagnosis:9ccs120:Hemmorhoids:0.060 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.060 Diagnosis:9ccs243:Poisn nonmed:-0.056 Diagnosis:9ccs105:Conduction:0.056 Newborn Diagnosis:9ccs223:Birth trauma:0.056 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1129 | OR_unadj: 0.852 [0.649 1.119] | indivs AUC:0.485 Correlated most with: Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:1.000 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.997 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.918 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.915 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.746 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.746 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.744 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.744 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.713 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.712 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1123 | OR_unadj: 1.201 [0.943 1.530] | indivs AUC:0.482 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.673 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.672 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.633 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.632 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.613 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.611 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.356 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.355 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1129 | OR_unadj: 1.207 [0.948 1.536] | indivs AUC:0.479 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.999 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.673 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.672 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.633 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.632 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.613 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.612 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.357 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.355 * Diagnosis:9ccs58:Ot nutrit dx | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 162 | OR_unadj: 1.954 [1.381 2.764] | indivs AUC:0.516 Correlated most with: Diagnosis:9ccs58:Ot nutrit dx:1.000 Number of Visits:0.168 Diagnosis:9ccs155:Other GI dx:0.133 Diagnosis:9ccs52:Nutrit defic:0.130 Diagnosis:9ccs232:Sprain:0.106 Diagnosis:9ccs239:Superfic inj:0.093 Diagnosis:9ccs133:Oth low resp:0.088 Diagnosis:9ccs200:Oth skin dx:0.087 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.087 Diagnosis:9ccs257:Ot aftercare:0.081 Diagnosis:9ccs94:Other ear dx | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 166 | OR_unadj: 1.404 [0.979 2.013] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs94:Other ear dx:1.000 Number of Visits:0.257 Diagnosis:9ccs74:Ot mentl cnd:0.205 Diagnosis:9ccs113:Late eff CVD:0.198 Diagnosis:9ccs92:Otitis media:0.119 Diagnosis:9ccs126:Ot up rsp in:0.101 Diagnosis:9ccs95:Oth nerv dx:0.101 Diagnosis:9ccs127:COPD:0.084 Diagnosis:9ccs7:Viral infect:0.080 Diagnosis:9ccs257:Ot aftercare:0.078 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1123 | OR_unadj: 1.303 [1.018 1.669] | indivs AUC:0.504 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.998 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.486 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.485 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.463 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.462 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.438 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.438 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.392 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.391 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1129 | OR_unadj: 1.293 [1.010 1.656] | indivs AUC:0.499 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.998 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.487 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.486 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.463 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.462 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.440 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.438 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.393 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.392 Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 806 | OR_unadj: 0.965 [0.769 1.210] | indivs AUC:0.471 Correlated most with: Newborn Diagnosis:9ccs224:Ot perint dx:1.000 Newborn Diagnosis:9ccs222:Perint jaund:0.121 Newborn Diagnosis:9ccs96:Hrt valve dx:0.091 Diagnosis:9ccs7:Viral infect:-0.087 Newborn Diagnosis:9ccs256:Exam/eval:0.084 Newborn Diagnosis:9ccs0:No DX:-0.080 Newborn Diagnosis:9ccs253:Allergy:0.069 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.067 Diagnosis:9ccs64:Ot hematl dx:0.067 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.065 Vital: Ht Percentile-avg3to5 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 407 | OR_unadj: 1.123 [0.792 1.592] | indivs AUC:0.524 Correlated most with: Diagnosis:9ccs223:Birth trauma:0.105 Newborn Diagnosis:9ccs219:Low birth wt:-0.084 Diagnosis:9ccs162:Ot dx bladdr:0.084 Newborn Diagnosis:9ccs239:Superfic inj:-0.079 Newborn Diagnosis:9ccs104:Oth heart dx:-0.079 Newborn Diagnosis:9ccs97:Carditis:-0.079 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.078 Diagnosis:9ccs215:gu cong anom:0.077 Lab:323854 CULTURE FECES - Sunrise:0.074 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.072 Vital: Ht Percentile-avg7to10 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 538 | OR_unadj: 1.276 [0.951 1.712] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs117:Ot circul dx:-0.084 Diagnosis:9ccs219:Low birth wt:-0.084 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.080 Diagnosis:9ccs223:Birth trauma:0.077 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.075 Newborn Diagnosis:9ccs224:Ot perint dx:0.070 Newborn Diagnosis:9ccs253:Allergy:-0.068 Diagnosis:9ccs120:Hemmorhoids:0.067 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.067 Newborn Diagnosis:9ccs166:Oth male gen:0.061 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1129 | OR_unadj: 1.139 [0.899 1.443] | indivs AUC:0.558 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.998 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.933 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.931 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.725 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.725 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.715 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.715 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.713 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.712 Vital: HR-avg16to19 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 366 | OR_unadj: 1.321 [0.899 1.943] | indivs AUC:0.492 Correlated most with: Diagnosis:9ccs231:Oth fracture:0.137 Diagnosis:9ccs2619:e codes: other specified- nec:0.116 Diagnosis:9ccs228:Fx skull fac:0.098 Diagnosis:9ccs125:Bronchitis:0.084 Newborn Diagnosis:9ccs217:Ot cong anom:0.083 Diagnosis:9ccs217:Ot cong anom:0.074 Diagnosis:9ccs247:Lymph enlarg:-0.073 Diagnosis:9ccs61:Sickle cell:0.067 Lab:294199 BILIRUBIN SCAN - LMC:0.067 Diagnosis:9ccs259:Unclassified:0.066 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1122 | OR_unadj: 1.093 [0.852 1.402] | indivs AUC:0.443 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.998 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.948 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.945 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.789 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.787 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.787 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.783 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.746 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.744 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1123 | OR_unadj: 1.121 [0.884 1.421] | indivs AUC:0.553 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.998 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.933 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.931 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.726 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.724 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.716 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.715 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.714 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.712 Vital: Ht Percentile-avg0to1 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 309 | OR_unadj: 1.145 [0.783 1.674] | indivs AUC:0.507 Correlated most with: Newborn Diagnosis:9ccs252:Fatigue:0.098 Diagnosis:9ccs120:Hemmorhoids:0.095 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.095 Diagnosis:9ccs9:Sexual Infxs:0.088 Diagnosis:9ccs51:Ot endo dsor:0.088 Diagnosis:9ccs61:Sickle cell:0.083 Diagnosis:9ccs138:Esophgeal dx:-0.080 Diagnosis:9ccs223:Birth trauma:0.079 Diagnosis:9ccs251:Abdomnl pain:-0.077 Diagnosis:9ccs129:Asp pneumon:-0.071 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1120 | OR_unadj: 1.111 [0.861 1.433] | indivs AUC:0.443 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.996 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.919 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.916 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.787 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.785 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.714 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.712 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.666 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.664 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1128 | OR_unadj: 1.098 [0.856 1.409] | indivs AUC:0.440 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.998 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.949 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.946 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.788 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.787 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.787 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.785 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.746 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.744 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1126 | OR_unadj: 1.098 [0.851 1.416] | indivs AUC:0.439 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.996 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.919 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.915 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.787 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.783 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.714 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.711 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.667 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.663 Census:Percent; Estimate; Percent high school graduate or higher-birth | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1123 | OR_unadj: 1.190 [0.942 1.504] | indivs AUC:0.459 Correlated most with: Census:Percent; Estimate; Percent high school graduate or higher-birth:1.000 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.933 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.931 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.918 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.915 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.794 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.792 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.789 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.787 Vital: HR-avg0to1 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 196 | OR_unadj: 1.544 [0.961 2.479] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs104:Oth heart dx:0.167 Diagnosis:9ccs259:Unclassified:0.140 Newborn Diagnosis:9ccs204:Ot joint dx:0.093 Newborn Diagnosis:9ccs97:Carditis:-0.091 Newborn Diagnosis:9ccs239:Superfic inj:-0.091 Newborn Diagnosis:9ccs104:Oth heart dx:-0.091 Diagnosis:9ccs162:Ot dx bladdr:-0.082 Diagnosis:9ccs213:Cardiac anom:0.081 Diagnosis:9ccs6:Hepatitis:-0.078 Diagnosis:9ccs4:Mycoses:0.075 Census:Percent; Estimate; Percent high school graduate or higher-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1129 | OR_unadj: 1.179 [0.933 1.489] | indivs AUC:0.455 Correlated most with: Census:Percent; Estimate; Percent high school graduate or higher-latest:1.000 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.933 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.931 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.918 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.916 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.794 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.792 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.788 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.787 Vital: HR-avg13to16 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 418 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.481 Correlated most with: Diagnosis:9ccs228:Fx skull fac:0.156 Newborn Diagnosis:9ccs252:Fatigue:0.087 Newborn Diagnosis:9ccs220:Birth asphyx:0.083 Diagnosis:9ccs10:Immuniz/scrn:0.070 Diagnosis:9ccs214:GI cong anom:-0.065 Diagnosis:9ccs74:Ot mentl cnd:-0.061 Diagnosis:9ccs231:Oth fracture:0.058 Diagnosis:9ccs229:Fx arm:-0.056 Diagnosis:9ccs92:Otitis media:0.054 Lab:292495 LEAD LEVEL - Sunrise:-0.053 * Diagnosis:9ccs128:Asthma | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 202 | OR_unadj: 1.499 [1.080 2.082] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs128:Asthma:1.000 Number of Visits:0.320 Diagnosis:9ccs122:Pneumonia:0.304 Diagnosis:9ccs125:Bronchitis:0.246 Diagnosis:9ccs92:Otitis media:0.232 Diagnosis:9ccs257:Ot aftercare:0.189 Diagnosis:9ccs133:Oth low resp:0.170 Diagnosis:9ccs127:COPD:0.160 Diagnosis:9ccs126:Ot up rsp in:0.156 Diagnosis:9ccs7:Viral infect:0.137 Census:Percent; Estimate; Percent bachelor's degree or higher-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1129 | OR_unadj: 0.967 [0.745 1.256] | indivs AUC:0.415 Correlated most with: Census:Percent; Estimate; Percent bachelor's degree or higher-latest:1.000 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.997 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.949 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.945 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.919 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.916 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.794 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.792 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.746 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.743 Census:Percent; Estimate; Percent bachelor's degree or higher-birth | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1123 | OR_unadj: 0.979 [0.754 1.271] | indivs AUC:0.419 Correlated most with: Census:Percent; Estimate; Percent bachelor's degree or higher-birth:1.000 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.997 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.948 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.946 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.919 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.915 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.794 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.792 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.746 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.744 Vital: Ht Percentile-avg1to3 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 371 | OR_unadj: 1.004 [0.693 1.454] | indivs AUC:0.502 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.091 Diagnosis:9ccs117:Ot circul dx:-0.082 Diagnosis:9ccs98:HTN:-0.082 Diagnosis:9ccs2619:e codes: other specified- nec:0.082 Diagnosis:9ccs120:Hemmorhoids:0.079 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.079 Diagnosis:9ccs219:Low birth wt:-0.077 Diagnosis:9ccs223:Birth trauma:0.073 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.064 Diagnosis:9ccs133:Oth low resp:0.064 Diagnosis:9ccs7:Viral infect | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 797 | OR_unadj: 0.878 [0.699 1.102] | indivs AUC:0.449 Correlated most with: Diagnosis:9ccs7:Viral infect:1.000 Number of Visits:0.408 Diagnosis:9ccs126:Ot up rsp in:0.270 Diagnosis:9ccs10:Immuniz/scrn:0.243 Diagnosis:9ccs257:Ot aftercare:0.225 Diagnosis:9ccs125:Bronchitis:0.219 Diagnosis:9ccs92:Otitis media:0.216 Diagnosis:9ccs200:Oth skin dx:0.216 Diagnosis:9ccs155:Other GI dx:0.202 Diagnosis:9ccs255:Social admin:0.189 Vital: RR-avg13to16 | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 199 | OR_unadj: 1.538 [0.931 2.540] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs188:Pelvic obstr:0.238 Diagnosis:9ccs181:Ot preg comp:-0.130 Newborn Diagnosis:9ccs47:Ot bnign neo:0.096 Diagnosis:9ccs10:Immuniz/scrn:0.075 Diagnosis:9ccs242:Poisn ot med:0.075 Diagnosis:9ccs106:Dysrhythmia:0.072 Diagnosis:9ccs55:Fluid/elc dx:0.067 Newborn Diagnosis:9ccs223:Birth trauma:0.059 Lab:294048 STOOL CULTURE - LMC:0.051 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.050 Diagnosis:9ccs253:Allergy | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 857 | OR_unadj: 1.042 [0.831 1.306] | indivs AUC:0.448 Correlated most with: Diagnosis:9ccs253:Allergy:1.000 Number of Visits:0.299 Diagnosis:9ccs200:Oth skin dx:0.229 Diagnosis:9ccs126:Ot up rsp in:0.198 Diagnosis:9ccs255:Social admin:0.198 Diagnosis:9ccs10:Immuniz/scrn:0.198 Diagnosis:9ccs198:Ot infl skin:0.187 Diagnosis:9ccs155:Other GI dx:0.183 Diagnosis:9ccs7:Viral infect:0.174 Diagnosis:9ccs257:Ot aftercare:0.174 Vital: Ht Percentile-gain1to5 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 452 | OR_unadj: 0.762 [0.526 1.105] | indivs AUC:0.466 Correlated most with: Newborn Diagnosis:9ccs220:Birth asphyx:0.121 Diagnosis:9ccs167:Breast dx:-0.062 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.060 Lab:292147 TSH - Sunrise:0.057 Diagnosis:9ccs228:Fx skull fac:-0.057 Diagnosis:9ccs258:Other screen:-0.051 Diagnosis:9ccs143:Abdom hernia:0.050 Diagnosis:9ccs48:Thyroid dsor:0.046 Diagnosis:9ccs231:Oth fracture:-0.046 Diagnosis:9ccs253:Allergy:-0.045 Diagnosis:9ccs106:Dysrhythmia | coef 0.002 95% CI: [-0.001 , 0.005] | OR_adj 1.002 [0.999 1.005] | occ: 4 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs106:Dysrhythmia:1.000 Newborn Diagnosis:9ccs47:Ot bnign neo:0.353 Newborn Diagnosis:9ccs191:Amnios dx:0.222 Diagnosis:9ccs239:Superfic inj:0.107 Diagnosis:9ccs83:Epilepsy/cnv:0.102 Diagnosis:9ccs258:Other screen:0.076 Diagnosis:9ccs161:Ot dx kidney:0.072 Diagnosis:9ccs165:Inf male gen:0.065 Newborn Diagnosis:9ccs215:gu cong anom:0.064 Newborn Diagnosis:9ccs217:Ot cong anom:0.061 Vital: RR-avg19to24 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 186 | OR_unadj: 1.215 [0.655 2.254] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs61:Sickle cell:0.135 Newborn Diagnosis:9ccs252:Fatigue:0.132 Diagnosis:9ccs8:Oth infectns:0.094 Diagnosis:9ccs217:Ot cong anom:-0.086 Diagnosis:9ccs125:Bronchitis:0.080 Diagnosis:9ccs59:Anemia:0.071 Diagnosis:9ccs161:Ot dx kidney:0.063 Diagnosis:9ccs2603:E Codes: Fall:0.063 Diagnosis:9ccs159:UTI:0.060 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:-0.060 Vital: Ht Percentile-gain0to3 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 388 | OR_unadj: 1.032 [0.709 1.504] | indivs AUC:0.540 Correlated most with: Diagnosis:9ccs162:Ot dx bladdr:0.103 Newborn Diagnosis:9ccs229:Fx arm:-0.099 Newborn Diagnosis:9ccs2620:E Codes: Unspecified:-0.099 Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:-0.099 Newborn Diagnosis:9ccs204:Ot joint dx:0.082 Diagnosis:9ccs64:Ot hematl dx:-0.078 Diagnosis:9ccs133:Oth low resp:0.076 Diagnosis:9ccs250:Nausea/vomit:0.074 Diagnosis:9ccs62:Coag/hemr dx:-0.074 Number of Visits:0.071 Diagnosis:9ccs10:Immuniz/scrn | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1428 | OR_unadj: 0.961 [0.720 1.284] | indivs AUC:0.455 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:1.000 Diagnosis:9ccs255:Social admin:0.472 Diagnosis:9ccs126:Ot up rsp in:0.309 Number of Visits:0.260 Diagnosis:9ccs7:Viral infect:0.243 Diagnosis:9ccs257:Ot aftercare:0.212 Diagnosis:9ccs92:Otitis media:0.200 Diagnosis:9ccs253:Allergy:0.198 Diagnosis:9ccs125:Bronchitis:0.161 Diagnosis:9ccs90:Eye infectn:0.151 Diagnosis:9ccs92:Otitis media | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 817 | OR_unadj: 1.012 [0.807 1.269] | indivs AUC:0.464 Correlated most with: Diagnosis:9ccs92:Otitis media:1.000 Number of Visits:0.404 Diagnosis:9ccs126:Ot up rsp in:0.369 Diagnosis:9ccs257:Ot aftercare:0.273 Diagnosis:9ccs128:Asthma:0.232 Diagnosis:9ccs125:Bronchitis:0.230 Diagnosis:9ccs7:Viral infect:0.216 Diagnosis:9ccs255:Social admin:0.205 Diagnosis:9ccs90:Eye infectn:0.204 Diagnosis:9ccs10:Immuniz/scrn:0.200 Diagnosis:9ccs257:Ot aftercare | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 783 | OR_unadj: 0.992 [0.790 1.245] | indivs AUC:0.459 Correlated most with: Diagnosis:9ccs257:Ot aftercare:1.000 Number of Visits:0.371 Diagnosis:9ccs125:Bronchitis:0.288 Diagnosis:9ccs126:Ot up rsp in:0.279 Diagnosis:9ccs92:Otitis media:0.273 Diagnosis:9ccs7:Viral infect:0.225 Diagnosis:9ccs10:Immuniz/scrn:0.212 Diagnosis:9ccs255:Social admin:0.197 Diagnosis:9ccs128:Asthma:0.189 Diagnosis:9ccs122:Pneumonia:0.182 Vital: RR-avg1to3 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 165 | OR_unadj: 1.209 [0.727 2.010] | indivs AUC:0.470 Correlated most with: Diagnosis:9ccs230:Fx leg:-0.146 Diagnosis:9ccs75:Hx mental dx:-0.080 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.070 Diagnosis:9ccs244:Other injury:-0.063 Diagnosis:9ccs153:GI hemorrhag:-0.058 Diagnosis:9ccs145:Int obstruct:-0.057 Diagnosis:9ccs125:Bronchitis:0.057 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.056 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.056 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.056 Diagnosis:9ccs126:Ot up rsp in | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1288 | OR_unadj: 0.968 [0.750 1.249] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:1.000 Number of Visits:0.440 Diagnosis:9ccs92:Otitis media:0.369 Diagnosis:9ccs255:Social admin:0.356 Diagnosis:9ccs10:Immuniz/scrn:0.309 Diagnosis:9ccs257:Ot aftercare:0.279 Diagnosis:9ccs7:Viral infect:0.270 Diagnosis:9ccs125:Bronchitis:0.250 Diagnosis:9ccs90:Eye infectn:0.206 Diagnosis:9ccs253:Allergy:0.198 Newborn Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 184 | OR_unadj: 1.088 [0.758 1.563] | indivs AUC:0.503 Correlated most with: Newborn Diagnosis:9ccs222:Perint jaund:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.329 Newborn Diagnosis:9ccs256:Exam/eval:0.269 Diagnosis:9ccs219:Low birth wt:0.213 Newborn Diagnosis:9ccs253:Allergy:0.185 Newborn Diagnosis:9ccs221:Resp distres:0.144 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.121 Newborn Diagnosis:9ccs224:Ot perint dx:0.121 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.112 Diagnosis:9ccs222:Perint jaund:0.108 Vital: HR-avg3to5 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 273 | OR_unadj: 0.649 [0.397 1.061] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs70:Schizo/rl dx:-0.102 Diagnosis:9ccs9:Sexual Infxs:0.091 Diagnosis:9ccs44:Neoplsm unsp:-0.089 Diagnosis:9ccs230:Fx leg:-0.081 Diagnosis:9ccs224:Ot perint dx:0.077 Number of Visits:0.067 Diagnosis:9ccs135:Intest infct:0.064 Diagnosis:9ccs141:Ot dx stomch:0.063 Diagnosis:9ccs125:Bronchitis:0.060 Diagnosis:9ccs143:Abdom hernia:0.059 Diagnosis:9ccs255:Social admin | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1667 | OR_unadj: 1.120 [0.650 1.932] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs255:Social admin:1.000 Diagnosis:9ccs10:Immuniz/scrn:0.472 Diagnosis:9ccs126:Ot up rsp in:0.356 Diagnosis:9ccs92:Otitis media:0.205 Diagnosis:9ccs253:Allergy:0.198 Diagnosis:9ccs257:Ot aftercare:0.197 Diagnosis:9ccs7:Viral infect:0.189 Number of Visits:0.139 Diagnosis:9ccs125:Bronchitis:0.138 Diagnosis:9ccs135:Intest infct:0.136 Diagnosis:9ccs135:Intest infct | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 470 | OR_unadj: 1.188 [0.925 1.525] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs135:Intest infct:1.000 Number of Visits:0.295 Diagnosis:9ccs126:Ot up rsp in:0.182 Diagnosis:9ccs257:Ot aftercare:0.171 Diagnosis:9ccs7:Viral infect:0.168 Diagnosis:9ccs125:Bronchitis:0.167 Diagnosis:9ccs92:Otitis media:0.154 Diagnosis:9ccs10:Immuniz/scrn:0.145 Diagnosis:9ccs255:Social admin:0.136 Diagnosis:9ccs155:Other GI dx:0.131 Vital: RR-avg7to10 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 249 | OR_unadj: 1.208 [0.786 1.858] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs7:Viral infect:0.109 Diagnosis:9ccs105:Conduction:0.094 Diagnosis:9ccs125:Bronchitis:0.093 Newborn Diagnosis:9ccs200:Oth skin dx:0.084 Diagnosis:9ccs219:Low birth wt:0.080 Lab:292147 TSH - Sunrise:0.072 Diagnosis:9ccs76:Meningitis:-0.068 Diagnosis:9ccs135:Intest infct:0.064 Diagnosis:9ccs10:Immuniz/scrn:0.063 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.062 Diagnosis:9ccs155:Other GI dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 466 | OR_unadj: 0.954 [0.738 1.234] | indivs AUC:0.485 Correlated most with: Diagnosis:9ccs155:Other GI dx:1.000 Number of Visits:0.323 Diagnosis:9ccs7:Viral infect:0.202 Diagnosis:9ccs154:Gastroent:0.191 Diagnosis:9ccs253:Allergy:0.183 Diagnosis:9ccs133:Oth low resp:0.172 Diagnosis:9ccs126:Ot up rsp in:0.171 Diagnosis:9ccs200:Oth skin dx:0.168 Diagnosis:9ccs257:Ot aftercare:0.152 Diagnosis:9ccs10:Immuniz/scrn:0.146 Diagnosis:9ccs200:Oth skin dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 507 | OR_unadj: 0.895 [0.695 1.152] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs200:Oth skin dx:1.000 Number of Visits:0.249 Diagnosis:9ccs253:Allergy:0.229 Diagnosis:9ccs7:Viral infect:0.216 Diagnosis:9ccs239:Superfic inj:0.169 Diagnosis:9ccs155:Other GI dx:0.168 Diagnosis:9ccs198:Ot infl skin:0.160 Diagnosis:9ccs126:Ot up rsp in:0.151 Diagnosis:9ccs10:Immuniz/scrn:0.148 Diagnosis:9ccs133:Oth low resp:0.147 Diagnosis:9ccs259:Unclassified | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 117 | OR_unadj: 1.492 [0.984 2.262] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs259:Unclassified:1.000 Diagnosis:9ccs143:Abdom hernia:0.100 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.089 Newborn Diagnosis:9ccs252:Fatigue:0.089 Newborn Diagnosis:9ccs204:Ot joint dx:0.089 Diagnosis:9ccs104:Oth heart dx:0.089 Diagnosis:9ccs250:Nausea/vomit:0.084 Diagnosis:9ccs48:Thyroid dsor:0.079 Newborn Diagnosis:9ccs219:Low birth wt:0.077 Diagnosis:9ccs240:Burns:0.076 Vital: HR-avg1to3 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 265 | OR_unadj: 0.901 [0.585 1.388] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs230:Fx leg:-0.135 Diagnosis:9ccs7:Viral infect:0.104 Diagnosis:9ccs9:Sexual Infxs:0.101 Newborn Diagnosis:9ccs191:Amnios dx:0.090 Newborn Diagnosis:9ccs47:Ot bnign neo:0.081 Diagnosis:9ccs125:Bronchitis:0.076 Diagnosis:9ccs145:Int obstruct:-0.071 Diagnosis:9ccs63:Wht blood dx:0.069 Diagnosis:9ccs122:Pneumonia:0.065 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.065 Vital: RR-avg0to1 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 127 | OR_unadj: 1.370 [0.818 2.296] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs151:Oth liver dx:0.082 Diagnosis:9ccs75:Hx mental dx:-0.079 Diagnosis:9ccs217:Ot cong anom:-0.077 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.072 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.072 Diagnosis:9ccs222:Perint jaund:0.068 Diagnosis:9ccs212:Ot bone dx:-0.068 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.065 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.065 Newborn Diagnosis:9ccs224:Ot perint dx:-0.065 * Diagnosis:9ccs122:Pneumonia | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 170 | OR_unadj: 1.447 [1.015 2.063] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs122:Pneumonia:1.000 Diagnosis:9ccs128:Asthma:0.304 Number of Visits:0.287 Diagnosis:9ccs125:Bronchitis:0.187 Diagnosis:9ccs257:Ot aftercare:0.182 Diagnosis:9ccs92:Otitis media:0.169 Diagnosis:9ccs126:Ot up rsp in:0.153 Diagnosis:9ccs90:Eye infectn:0.129 Diagnosis:9ccs135:Intest infct:0.128 Diagnosis:9ccs127:COPD:0.127 Diagnosis:9ccs90:Eye infectn | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 443 | OR_unadj: 1.060 [0.819 1.372] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs90:Eye infectn:1.000 Number of Visits:0.288 Diagnosis:9ccs126:Ot up rsp in:0.206 Diagnosis:9ccs92:Otitis media:0.204 Diagnosis:9ccs7:Viral infect:0.180 Diagnosis:9ccs125:Bronchitis:0.175 Diagnosis:9ccs91:Other eye dx:0.173 Diagnosis:9ccs10:Immuniz/scrn:0.151 Diagnosis:9ccs257:Ot aftercare:0.148 Diagnosis:9ccs155:Other GI dx:0.131 * Vital: RR-avg5to7 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 191 | OR_unadj: 1.899 [1.195 3.018] | indivs AUC:0.522 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.232 Diagnosis:9ccs211:Ot conn tiss:0.104 Diagnosis:9ccs44:Neoplsm unsp:-0.083 Diagnosis:9ccs89:Blindness:0.077 Diagnosis:9ccs217:Ot cong anom:-0.068 Diagnosis:9ccs47:Ot bnign neo:-0.062 Diagnosis:9ccs125:Bronchitis:0.054 Diagnosis:10ccs58:Ot nutrit dx:-0.053 Diagnosis:9ccs134:Ot uppr resp:-0.052 Diagnosis:9ccs243:Poisn nonmed:-0.051 Diagnosis:9ccs74:Ot mentl cnd | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 204 | OR_unadj: 0.817 [0.565 1.182] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs74:Ot mentl cnd:1.000 Diagnosis:9ccs113:Late eff CVD:0.219 Diagnosis:9ccs94:Other ear dx:0.205 Number of Visits:0.187 Diagnosis:9ccs95:Oth nerv dx:0.179 Diagnosis:9ccs10:Immuniz/scrn:0.122 Diagnosis:9ccs70:Schizo/rl dx:0.093 Diagnosis:9ccs126:Ot up rsp in:0.089 Diagnosis:9ccs216:Nerv cong an:0.078 Diagnosis:9ccs223:Birth trauma:0.074 Diagnosis:9ccs4:Mycoses | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 182 | OR_unadj: 1.068 [0.742 1.539] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs4:Mycoses:1.000 Number of Visits:0.185 Diagnosis:9ccs92:Otitis media:0.150 Diagnosis:9ccs200:Oth skin dx:0.133 Diagnosis:9ccs253:Allergy:0.131 Diagnosis:9ccs126:Ot up rsp in:0.128 Diagnosis:9ccs7:Viral infect:0.095 Diagnosis:9ccs155:Other GI dx:0.087 Diagnosis:9ccs76:Meningitis:0.082 Diagnosis:9ccs257:Ot aftercare:0.081 Diagnosis:9ccs96:Hrt valve dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 159 | OR_unadj: 1.256 [0.863 1.827] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.473 Newborn Diagnosis:9ccs96:Hrt valve dx:0.250 Diagnosis:9ccs117:Ot circul dx:0.228 Newborn Diagnosis:9ccs213:Cardiac anom:0.208 Newborn Diagnosis:9ccs216:Nerv cong an:0.131 Diagnosis:9ccs245:Syncope:0.131 Diagnosis:9ccs244:Other injury:0.101 Diagnosis:9ccs91:Other eye dx:0.097 Diagnosis:9ccs83:Epilepsy/cnv:0.089 Newborn Diagnosis:9ccs256:Exam/eval | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 100 | OR_unadj: 1.124 [0.700 1.805] | indivs AUC:0.486 Correlated most with: Newborn Diagnosis:9ccs256:Exam/eval:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.332 Newborn Diagnosis:9ccs222:Perint jaund:0.269 Newborn Diagnosis:9ccs253:Allergy:0.218 Diagnosis:9ccs219:Low birth wt:0.214 Newborn Diagnosis:9ccs221:Resp distres:0.179 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.113 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.109 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.105 Newborn Diagnosis:9ccs138:Esophgeal dx:0.097 Diagnosis:9ccs91:Other eye dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 156 | OR_unadj: 0.984 [0.661 1.465] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs91:Other eye dx:1.000 Diagnosis:9ccs89:Blindness:0.242 Diagnosis:9ccs90:Eye infectn:0.173 Number of Visits:0.142 Diagnosis:9ccs7:Viral infect:0.121 Diagnosis:9ccs217:Ot cong anom:0.110 Diagnosis:9ccs44:Neoplsm unsp:0.108 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.100 Diagnosis:9ccs96:Hrt valve dx:0.097 Diagnosis:9ccs134:Ot uppr resp:0.096 Diagnosis:9ccs125:Bronchitis | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 481 | OR_unadj: 0.983 [0.763 1.267] | indivs AUC:0.531 Correlated most with: Diagnosis:9ccs125:Bronchitis:1.000 Number of Visits:0.293 Diagnosis:9ccs257:Ot aftercare:0.288 Diagnosis:9ccs126:Ot up rsp in:0.250 Diagnosis:9ccs128:Asthma:0.246 Diagnosis:9ccs92:Otitis media:0.230 Diagnosis:9ccs7:Viral infect:0.219 Diagnosis:9ccs122:Pneumonia:0.187 Diagnosis:9ccs90:Eye infectn:0.175 Diagnosis:9ccs135:Intest infct:0.167 Diagnosis:9ccs198:Ot infl skin | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 237 | OR_unadj: 1.022 [0.735 1.419] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs198:Ot infl skin:1.000 Diagnosis:9ccs253:Allergy:0.187 Diagnosis:9ccs200:Oth skin dx:0.160 Number of Visits:0.121 Diagnosis:9ccs10:Immuniz/scrn:0.106 Diagnosis:9ccs7:Viral infect:0.101 Diagnosis:9ccs126:Ot up rsp in:0.097 Diagnosis:9ccs255:Social admin:0.089 Diagnosis:9ccs72:Anxiety dx:0.085 Diagnosis:9ccs92:Otitis media:0.082 Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 225 | OR_unadj: 0.925 [0.656 1.303] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs222:Perint jaund:1.000 Diagnosis:9ccs151:Oth liver dx:0.181 Newborn Diagnosis:9ccs222:Perint jaund:0.108 Lab:294203 BILIRUBIN TOTAL - LMC:-0.101 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.077 Diagnosis:9ccs224:Ot perint dx:0.073 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.068 Diagnosis:9ccs231:Oth fracture:0.067 Diagnosis:9ccs238:Complic proc:0.067 Diagnosis:9ccs55:Fluid/elc dx:0.066 Diagnosis:9ccs133:Oth low resp | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 244 | OR_unadj: 1.121 [0.815 1.542] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs133:Oth low resp:1.000 Number of Visits:0.321 Diagnosis:9ccs256:Exam/eval:0.184 Diagnosis:9ccs155:Other GI dx:0.172 Diagnosis:9ccs128:Asthma:0.170 Diagnosis:9ccs154:Gastroent:0.166 Diagnosis:9ccs253:Allergy:0.164 Diagnosis:9ccs126:Ot up rsp in:0.155 Diagnosis:9ccs127:COPD:0.155 Diagnosis:9ccs7:Viral infect:0.149 Diagnosis:9ccs136:Teeth dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 128 | OR_unadj: 1.484 [0.995 2.214] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs136:Teeth dx:1.000 Number of Visits:0.153 Diagnosis:9ccs7:Viral infect:0.113 Diagnosis:9ccs10:Immuniz/scrn:0.105 Newborn Diagnosis:9ccs218:Liveborn:-0.094 Diagnosis:9ccs155:Other GI dx:0.094 Diagnosis:9ccs109:Acute CVD:0.085 Diagnosis:9ccs9:Sexual Infxs:0.085 Newborn Diagnosis:9ccs134:Ot uppr resp:0.085 Diagnosis:9ccs115:Aneurysm:0.085 Diagnosis:9ccs159:UTI | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 67 | OR_unadj: 1.420 [0.825 2.447] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs159:UTI:1.000 Diagnosis:9ccs161:Ot dx kidney:0.225 Number of Visits:0.172 Diagnosis:9ccs163:Other GU dx:0.164 Diagnosis:9ccs2:Septicemia:0.129 Diagnosis:9ccs257:Ot aftercare:0.120 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.120 Diagnosis:9ccs66:Alchl-r mntl:0.120 Diagnosis:9ccs142:Appendicitis:0.120 Diagnosis:9ccs162:Ot dx bladdr:0.120 Vital: RR-avg3to5 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 185 | OR_unadj: 1.354 [0.827 2.219] | indivs AUC:0.484 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:0.127 Diagnosis:9ccs70:Schizo/rl dx:-0.122 Diagnosis:9ccs163:Other GU dx:0.113 Diagnosis:9ccs254:Rehab:0.112 Diagnosis:9ccs105:Conduction:0.102 Diagnosis:9ccs59:Anemia:0.075 Diagnosis:9ccs224:Ot perint dx:0.073 Diagnosis:9ccs217:Ot cong anom:0.071 Diagnosis:9ccs151:Oth liver dx:0.066 Diagnosis:9ccs44:Neoplsm unsp:-0.058 Diagnosis:9ccs197:Skin infectn | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 189 | OR_unadj: 1.047 [0.730 1.501] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs197:Skin infectn:1.000 Number of Visits:0.162 Diagnosis:9ccs239:Superfic inj:0.115 Diagnosis:9ccs10:Immuniz/scrn:0.108 Diagnosis:9ccs253:Allergy:0.105 Diagnosis:9ccs137:Mouth dx:0.104 Diagnosis:9ccs138:Esophgeal dx:0.103 Diagnosis:9ccs200:Oth skin dx:0.103 Diagnosis:9ccs92:Otitis media:0.099 Diagnosis:9ccs7:Viral infect:0.089 Diagnosis:9ccs165:Inf male gen | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 48 | OR_unadj: 1.473 [0.782 2.774] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs165:Inf male gen:1.000 Newborn Diagnosis:9ccs229:Fx arm:0.142 Newborn Diagnosis:9ccs2620:E Codes: Unspecified:0.142 Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:0.142 Newborn Diagnosis:9ccs252:Fatigue:0.142 Diagnosis:9ccs9:Sexual Infxs:0.142 Diagnosis:9ccs2603:E Codes: Fall:0.124 Lab:294048 STOOL CULTURE - LMC:-0.119 Diagnosis:9ccs244:Other injury:0.118 Lab:294147 FREE T4 - LMC:-0.110 Newborn Diagnosis:9ccs219:Low birth wt | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 105 | OR_unadj: 0.620 [0.360 1.069] | indivs AUC:0.470 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:1.000 Diagnosis:9ccs219:Low birth wt:0.467 Newborn Diagnosis:9ccs256:Exam/eval:0.332 Newborn Diagnosis:9ccs222:Perint jaund:0.329 Newborn Diagnosis:9ccs221:Resp distres:0.314 Newborn Diagnosis:9ccs253:Allergy:0.213 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.202 Diagnosis:9ccs143:Abdom hernia:0.136 Diagnosis:9ccs95:Oth nerv dx:0.105 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.095 Diagnosis:9ccs166:Oth male gen | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 92 | OR_unadj: 1.049 [0.636 1.730] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs166:Oth male gen:1.000 Diagnosis:9ccs165:Inf male gen:0.102 Diagnosis:9ccs142:Appendicitis:0.102 Diagnosis:9ccs230:Fx leg:0.102 Newborn Diagnosis:9ccs2620:E Codes: Unspecified:0.102 Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:0.102 Newborn Diagnosis:9ccs229:Fx arm:0.102 Diagnosis:9ccs62:Coag/hemr dx:0.098 Lab:323854 CULTURE FECES - Sunrise:0.093 Diagnosis:9ccs257:Ot aftercare:0.087 Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 182 | OR_unadj: 1.032 [0.714 1.490] | indivs AUC:0.518 Correlated most with: Diagnosis:9ccs59:Anemia:1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.135 Diagnosis:9ccs216:Nerv cong an:0.108 Number of Visits:0.088 Diagnosis:9ccs10:Immuniz/scrn:0.085 Diagnosis:9ccs255:Social admin:0.076 Diagnosis:9ccs245:Syncope:0.076 Diagnosis:9ccs137:Mouth dx:0.075 Diagnosis:9ccs4:Mycoses:0.074 Newborn Diagnosis:9ccs138:Esophgeal dx:0.070 Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 107 | OR_unadj: 1.091 [0.565 2.105] | indivs AUC:0.498 Correlated most with: Lab:295669 BILIRUBIN DIRECT - LMC:1.000 Lab:294203 BILIRUBIN TOTAL - LMC:0.374 Newborn Diagnosis:9ccs62:Coag/hemr dx:-0.188 Diagnosis:9ccs62:Coag/hemr dx:-0.113 Newborn Diagnosis:9ccs216:Nerv cong an:-0.109 Diagnosis:9ccs245:Syncope:0.088 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.078 Diagnosis:9ccs48:Thyroid dsor:0.063 Diagnosis:9ccs141:Ot dx stomch:0.061 Lab:294495 LEAD, BLOOD - LMC:-0.059 Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 39 | OR_unadj: 1.225 [0.592 2.537] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs47:Ot bnign neo:1.000 Diagnosis:9ccs105:Conduction:0.158 Newborn Diagnosis:9ccs200:Oth skin dx:0.155 Diagnosis:9ccs44:Neoplsm unsp:0.109 Diagnosis:9ccs62:Coag/hemr dx:0.105 Diagnosis:9ccs117:Ot circul dx:0.093 Diagnosis:9ccs214:GI cong anom:0.074 Diagnosis:9ccs217:Ot cong anom:0.071 Diagnosis:9ccs166:Oth male gen:0.069 Diagnosis:9ccs212:Ot bone dx:0.064 Diagnosis:9ccs250:Nausea/vomit | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 89 | OR_unadj: 1.171 [0.713 1.922] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs250:Nausea/vomit:1.000 Diagnosis:9ccs138:Esophgeal dx:0.202 Number of Visits:0.181 Diagnosis:9ccs141:Ot dx stomch:0.179 Diagnosis:9ccs133:Oth low resp:0.140 Diagnosis:9ccs155:Other GI dx:0.125 Diagnosis:9ccs257:Ot aftercare:0.111 Diagnosis:9ccs258:Other screen:0.111 Diagnosis:9ccs165:Inf male gen:0.089 Diagnosis:9ccs126:Ot up rsp in:0.086 Diagnosis:9ccs137:Mouth dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 89 | OR_unadj: 0.765 [0.440 1.331] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs137:Mouth dx:1.000 Diagnosis:9ccs258:Other screen:0.165 Number of Visits:0.153 Diagnosis:9ccs200:Oth skin dx:0.105 Diagnosis:9ccs197:Skin infectn:0.104 Diagnosis:9ccs188:Pelvic obstr:0.103 Diagnosis:9ccs115:Aneurysm:0.103 Newborn Diagnosis:9ccs134:Ot uppr resp:0.103 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.103 Diagnosis:9ccs120:Hemmorhoids:0.103 Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 89 | OR_unadj: 1.408 [0.874 2.268] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs0:No DX:1.000 Diagnosis:9ccs10:Immuniz/scrn:0.110 Diagnosis:9ccs105:Conduction:0.103 Diagnosis:9ccs212:Ot bone dx:0.085 Diagnosis:9ccs44:Neoplsm unsp:0.069 Diagnosis:9ccs209:Ot acq defor:0.065 Diagnosis:9ccs135:Intest infct:0.053 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.053 Diagnosis:9ccs250:Nausea/vomit:0.053 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.053 Newborn Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1653 | OR_unadj: 0.865 [0.538 1.390] | indivs AUC:0.506 Correlated most with: Newborn Diagnosis:9ccs94:Other ear dx:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.397 Newborn Diagnosis:9ccs0:No DX:-0.355 Newborn Diagnosis:9ccs221:Resp distres:-0.124 Newborn Diagnosis:9ccs218:Liveborn:0.110 Newborn Diagnosis:9ccs130:Pleurisy:-0.098 Newborn Diagnosis:9ccs252:Fatigue:-0.098 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.098 Newborn Diagnosis:9ccs220:Birth asphyx:-0.098 Diagnosis:9ccs213:Cardiac anom:-0.097 Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 1.019 [0.604 1.720] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs215:gu cong anom:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.185 Diagnosis:9ccs98:HTN:0.106 Diagnosis:9ccs51:Ot endo dsor:0.101 Number of Visits:0.100 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:-0.079 Lab:295490 17 HYDROXYPROGESTERONE - LMC:0.079 Diagnosis:9ccs163:Other GU dx:0.078 Newborn Diagnosis:9ccs161:Ot dx kidney:0.071 Diagnosis:9ccs239:Superfic inj:0.064 Newborn Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 53 | OR_unadj: 1.154 [0.611 2.181] | indivs AUC:0.476 Correlated most with: Newborn Diagnosis:9ccs217:Ot cong anom:1.000 Newborn Diagnosis:9ccs191:Amnios dx:0.240 Newborn Diagnosis:9ccs215:gu cong anom:0.150 Diagnosis:9ccs217:Ot cong anom:0.147 Diagnosis:9ccs163:Other GU dx:0.147 Diagnosis:9ccs109:Acute CVD:0.135 Newborn Diagnosis:9ccs166:Oth male gen:0.135 Newborn Diagnosis:9ccs138:Esophgeal dx:0.135 Diagnosis:9ccs86:Cataract:0.135 Newborn Diagnosis:9ccs130:Pleurisy:0.135 Diagnosis:9ccs251:Abdomnl pain | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 10 | OR_unadj: 1.520 [0.391 5.904] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:1.000 Diagnosis:9ccs141:Ot dx stomch:0.090 Diagnosis:9ccs205:Back problem:0.082 Diagnosis:9ccs55:Fluid/elc dx:0.082 Diagnosis:9ccs136:Teeth dx:0.066 Diagnosis:9ccs153:GI hemorrhag:0.061 Diagnosis:9ccs58:Ot nutrit dx:0.054 Diagnosis:9ccs123:Influenza:0.050 Diagnosis:9ccs154:Gastroent:0.043 Lab:297262 HEMOGLOBIN (HEMOCUE):0.042 Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 1.297 [0.777 2.164] | indivs AUC:0.517 Correlated most with: Diagnosis:9ccs224:Ot perint dx:1.000 Number of Visits:0.116 Diagnosis:9ccs109:Acute CVD:0.110 Newborn Diagnosis:9ccs222:Perint jaund:0.087 Diagnosis:9ccs155:Other GI dx:0.081 Diagnosis:9ccs253:Allergy:0.079 Diagnosis:9ccs205:Back problem:0.077 Diagnosis:9ccs219:Low birth wt:0.077 Diagnosis:9ccs2611:E Codes: Natural/environment:0.074 Diagnosis:9ccs44:Neoplsm unsp:0.074 Vital: RR-avg16to19 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 156 | OR_unadj: 1.148 [0.576 2.288] | indivs AUC:0.490 Correlated most with: Diagnosis:9ccs61:Sickle cell:0.111 Diagnosis:9ccs125:Bronchitis:0.093 Diagnosis:9ccs223:Birth trauma:0.073 Diagnosis:9ccs10:Immuniz/scrn:0.073 Newborn Diagnosis:9ccs204:Ot joint dx:0.062 Diagnosis:9ccs117:Ot circul dx:0.059 Diagnosis:9ccs165:Inf male gen:-0.058 Diagnosis:9ccs138:Esophgeal dx:-0.056 Diagnosis:9ccs135:Intest infct:-0.055 Diagnosis:9ccs212:Ot bone dx:0.054 Diagnosis:9ccs113:Late eff CVD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 169 | OR_unadj: 1.068 [0.732 1.557] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs113:Late eff CVD:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.219 Diagnosis:9ccs94:Other ear dx:0.198 Diagnosis:9ccs75:Hx mental dx:0.127 Number of Visits:0.112 Diagnosis:9ccs126:Ot up rsp in:0.091 Diagnosis:9ccs257:Ot aftercare:0.087 Diagnosis:9ccs125:Bronchitis:0.076 Diagnosis:9ccs95:Oth nerv dx:0.075 Diagnosis:9ccs92:Otitis media:0.074 * Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 56 | OR_unadj: 1.858 [1.056 3.270] | indivs AUC:0.487 Correlated most with: Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs96:Hrt valve dx:0.473 Newborn Diagnosis:9ccs213:Cardiac anom:0.441 Newborn Diagnosis:9ccs96:Hrt valve dx:0.329 Diagnosis:9ccs117:Ot circul dx:0.225 Newborn Diagnosis:9ccs97:Carditis:0.132 Newborn Diagnosis:9ccs239:Superfic inj:0.132 Diagnosis:9ccs105:Conduction:0.132 Newborn Diagnosis:9ccs104:Oth heart dx:0.132 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.132 Diagnosis:9ccs127:COPD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 118 | OR_unadj: 0.999 [0.637 1.568] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs127:COPD:1.000 Number of Visits:0.269 Diagnosis:9ccs128:Asthma:0.160 Diagnosis:9ccs133:Oth low resp:0.155 Diagnosis:9ccs122:Pneumonia:0.127 Diagnosis:9ccs2619:e codes: other specified- nec:0.126 Diagnosis:9ccs126:Ot up rsp in:0.125 Diagnosis:9ccs125:Bronchitis:0.120 Diagnosis:9ccs258:Other screen:0.103 Diagnosis:9ccs134:Ot uppr resp:0.099 Diagnosis:9ccs151:Oth liver dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 169 | OR_unadj: 0.743 [0.492 1.122] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs151:Oth liver dx:1.000 Diagnosis:9ccs222:Perint jaund:0.181 Lab:294203 BILIRUBIN TOTAL - LMC:-0.123 Diagnosis:9ccs10:Immuniz/scrn:0.101 Diagnosis:9ccs258:Other screen:0.100 Diagnosis:9ccs243:Poisn nonmed:0.096 Diagnosis:9ccs154:Gastroent:0.092 Diagnosis:9ccs138:Esophgeal dx:0.089 Number of Visits:0.084 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.083 Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 141 | OR_unadj: 0.785 [0.505 1.221] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs256:Exam/eval:1.000 Diagnosis:9ccs133:Oth low resp:0.184 Number of Visits:0.148 Diagnosis:9ccs155:Other GI dx:0.140 Diagnosis:9ccs200:Oth skin dx:0.140 Diagnosis:9ccs154:Gastroent:0.138 Diagnosis:9ccs239:Superfic inj:0.127 Diagnosis:9ccs253:Allergy:0.118 Diagnosis:9ccs232:Sprain:0.114 Diagnosis:9ccs258:Other screen:0.102 Diagnosis:9ccs134:Ot uppr resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 167 | OR_unadj: 0.755 [0.500 1.141] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:1.000 Number of Visits:0.196 Diagnosis:9ccs124:Tonsillitis:0.127 Diagnosis:9ccs253:Allergy:0.125 Diagnosis:9ccs126:Ot up rsp in:0.124 Diagnosis:9ccs90:Eye infectn:0.115 Diagnosis:9ccs211:Ot conn tiss:0.111 Diagnosis:9ccs133:Oth low resp:0.100 Diagnosis:9ccs127:COPD:0.099 Diagnosis:9ccs91:Other eye dx:0.096 Newborn Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs155:Other GI dx:1.000 Diagnosis:9ccs56:Cystic fibro:0.287 Newborn Diagnosis:9ccs221:Resp distres:0.135 Newborn Diagnosis:9ccs256:Exam/eval:0.091 Newborn Diagnosis:9ccs219:Low birth wt:0.089 Diagnosis:9ccs217:Ot cong anom:0.075 Diagnosis:9ccs95:Oth nerv dx:0.065 Newborn Diagnosis:9ccs222:Perint jaund:0.062 Diagnosis:9ccs213:Cardiac anom:0.059 Diagnosis:9ccs124:Tonsillitis:0.059 Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1654 | OR_unadj: 0.852 [0.530 1.371] | indivs AUC:0.494 Correlated most with: Newborn Diagnosis:9ccs10:Immuniz/scrn:1.000 Newborn Diagnosis:9ccs94:Other ear dx:0.397 Newborn Diagnosis:9ccs0:No DX:-0.357 Newborn Diagnosis:9ccs259:Unclassified:-0.241 Newborn Diagnosis:9ccs219:Low birth wt:-0.202 Newborn Diagnosis:9ccs221:Resp distres:-0.183 Diagnosis:9ccs219:Low birth wt:-0.122 Newborn Diagnosis:9ccs213:Cardiac anom:-0.113 Newborn Diagnosis:9ccs256:Exam/eval:-0.113 Newborn Diagnosis:9ccs222:Perint jaund:-0.112 Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 137 | OR_unadj: 0.657 [0.410 1.052] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs217:Ot cong anom:1.000 Diagnosis:9ccs89:Blindness:0.212 Newborn Diagnosis:9ccs217:Ot cong anom:0.147 Number of Visits:0.123 Diagnosis:9ccs2619:e codes: other specified- nec:0.116 Diagnosis:9ccs91:Other eye dx:0.110 Diagnosis:9ccs95:Oth nerv dx:0.107 Diagnosis:9ccs10:Immuniz/scrn:0.089 Diagnosis:9ccs257:Ot aftercare:0.089 Diagnosis:9ccs133:Oth low resp:0.085 Diagnosis:9ccs239:Superfic inj | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 165 | OR_unadj: 0.910 [0.613 1.351] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs239:Superfic inj:1.000 Number of Visits:0.206 Diagnosis:9ccs258:Other screen:0.184 Diagnosis:9ccs200:Oth skin dx:0.169 Diagnosis:9ccs7:Viral infect:0.129 Diagnosis:9ccs155:Other GI dx:0.129 Diagnosis:9ccs256:Exam/eval:0.127 Diagnosis:9ccs133:Oth low resp:0.124 Diagnosis:9ccs126:Ot up rsp in:0.118 Diagnosis:9ccs197:Skin infectn:0.115 Newborn Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 71 | OR_unadj: 1.211 [0.701 2.093] | indivs AUC:0.505 Correlated most with: Newborn Diagnosis:9ccs259:Unclassified:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.241 MatDeliveryAge:0.132 Diagnosis:9ccs56:Cystic fibro:0.132 Diagnosis:9ccs5:HIV infectn:0.116 Diagnosis:9ccs86:Cataract:0.116 Newborn Diagnosis:9ccs130:Pleurisy:0.116 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.116 Newborn Diagnosis:9ccs219:Low birth wt:0.094 Newborn Diagnosis:9ccs221:Resp distres:0.083 Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 107 | OR_unadj: 0.882 [0.382 2.035] | indivs AUC:0.513 Correlated most with: Lab:294203 BILIRUBIN TOTAL - LMC:1.000 Lab:295669 BILIRUBIN DIRECT - LMC:0.374 Diagnosis:9ccs151:Oth liver dx:-0.123 Diagnosis:9ccs245:Syncope:0.115 Newborn Diagnosis:9ccs62:Coag/hemr dx:-0.102 Diagnosis:9ccs222:Perint jaund:-0.101 Diagnosis:9ccs205:Back problem:0.095 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.091 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.090 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.082 Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 41 | OR_unadj: 1.144 [0.556 2.356] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs161:Ot dx kidney:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.472 Diagnosis:9ccs159:UTI:0.225 Newborn Diagnosis:9ccs161:Ot dx kidney:0.218 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.154 Diagnosis:9ccs66:Alchl-r mntl:0.154 Diagnosis:9ccs162:Ot dx bladdr:0.154 Diagnosis:9ccs115:Aneurysm:0.154 Number of Visits:0.130 Diagnosis:9ccs163:Other GU dx:0.124 Diagnosis:9ccs243:Poisn nonmed | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.031 [0.592 6.976] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs243:Poisn nonmed:1.000 Diagnosis:9ccs145:Int obstruct:0.171 Diagnosis:9ccs51:Ot endo dsor:0.148 Diagnosis:9ccs240:Burns:0.124 Lab:292495 LEAD LEVEL - Sunrise:-0.102 Diagnosis:9ccs151:Oth liver dx:0.096 Diagnosis:9ccs92:Otitis media:-0.060 Diagnosis:9ccs209:Ot acq defor:0.054 Diagnosis:9ccs96:Hrt valve dx:0.050 Diagnosis:9ccs215:gu cong anom:0.049 Diagnosis:9ccs124:Tonsillitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.396 [0.775 2.517] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs124:Tonsillitis:1.000 Diagnosis:9ccs120:Hemmorhoids:0.130 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.130 Diagnosis:9ccs188:Pelvic obstr:0.130 Diagnosis:9ccs134:Ot uppr resp:0.127 Lab:306854 PLATELET COUNT - Sunrise:0.096 Diagnosis:9ccs126:Ot up rsp in:0.095 Number of Visits:0.090 Diagnosis:9ccs76:Meningitis:0.084 Diagnosis:9ccs92:Otitis media:0.080 Diagnosis:9ccs212:Ot bone dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs212:Ot bone dx:1.000 Diagnosis:9ccs44:Neoplsm unsp:0.315 Diagnosis:9ccs209:Ot acq defor:0.182 Diagnosis:9ccs0:No DX:0.085 Diagnosis:9ccs89:Blindness:0.077 Diagnosis:9ccs47:Ot bnign neo:0.064 Diagnosis:9ccs96:Hrt valve dx:0.058 Diagnosis:9ccs58:Ot nutrit dx:0.057 Newborn Diagnosis:9ccs217:Ot cong anom:0.053 Diagnosis:9ccs213:Cardiac anom:0.051 Diagnosis:9ccs2603:E Codes: Fall | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 1.370 [0.655 2.866] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs2603:E Codes: Fall:1.000 Diagnosis:10ccs58:Ot nutrit dx:0.703 Diagnosis:9ccs8:Oth infectns:0.132 Diagnosis:9ccs64:Ot hematl dx:0.128 Diagnosis:9ccs165:Inf male gen:0.124 Diagnosis:9ccs2619:e codes: other specified- nec:0.114 Diagnosis:9ccs70:Schizo/rl dx:0.114 Number of Visits:0.100 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.097 Diagnosis:9ccs2620:E Codes: Unspecified:0.091 * Lab:297262 HEMOGLOBIN (HEMOCUE) | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 3.235 [1.305 8.018] | indivs AUC:0.518 Correlated most with: Lab:297262 HEMOGLOBIN (HEMOCUE):1.000 Lab:295490 17 HYDROXYPROGESTERONE - LMC:0.307 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:-0.307 Diagnosis:9ccs219:Low birth wt:-0.264 Diagnosis:9ccs59:Anemia:-0.135 Diagnosis:10ccs238:Complic proc:0.132 Diagnosis:9ccs2604:E Codes: Fire/burn:0.132 Newborn Diagnosis:9ccs256:Exam/eval:-0.105 Newborn Diagnosis:9ccs219:Low birth wt:-0.095 Diagnosis:9ccs153:GI hemorrhag:-0.095 Newborn Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 0.555 [0.163 1.885] | indivs AUC:0.499 Correlated most with: Newborn Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.329 Diagnosis:9ccs96:Hrt valve dx:0.250 Newborn Diagnosis:9ccs213:Cardiac anom:0.156 Diagnosis:9ccs2619:e codes: other specified- nec:0.148 Lab:321098 OCCULT BLOOD FECES - Sunrise:0.124 Newborn Diagnosis:9ccs224:Ot perint dx:0.091 Diagnosis:9ccs211:Ot conn tiss:0.084 Diagnosis:9ccs2:Septicemia:0.074 Newborn Diagnosis:9ccs95:Oth nerv dx:0.068 Newborn Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs161:Ot dx kidney:1.000 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.407 Diagnosis:9ccs161:Ot dx kidney:0.218 Diagnosis:9ccs163:Other GU dx:0.202 Newborn Diagnosis:9ccs215:gu cong anom:0.197 Diagnosis:9ccs247:Lymph enlarg:0.120 Diagnosis:9ccs95:Oth nerv dx:0.098 Newborn Diagnosis:9ccs217:Ot cong anom:0.093 Diagnosis:9ccs215:gu cong anom:0.071 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.053 Diagnosis:9ccs8:Oth infectns | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.106 [0.403 3.040] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs8:Oth infectns:1.000 Diagnosis:9ccs2603:E Codes: Fall:0.132 Diagnosis:9ccs2620:E Codes: Unspecified:0.122 Diagnosis:9ccs63:Wht blood dx:0.105 Diagnosis:9ccs61:Sickle cell:0.105 Diagnosis:10ccs58:Ot nutrit dx:0.093 Diagnosis:9ccs117:Ot circul dx:0.087 Newborn Diagnosis:9ccs222:Perint jaund:0.082 Diagnosis:9ccs62:Coag/hemr dx:0.070 Diagnosis:9ccs197:Skin infectn:0.063 Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 68 | OR_unadj: 1.092 [0.616 1.935] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs143:Abdom hernia:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.136 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.119 Diagnosis:9ccs51:Ot endo dsor:0.114 Lab:323854 CULTURE FECES - Sunrise:0.107 Lab:294199 BILIRUBIN SCAN - LMC:-0.104 Diagnosis:9ccs128:Asthma:0.103 Diagnosis:9ccs259:Unclassified:0.100 Number of Visits:0.095 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.093 Newborn Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 0.997 [0.506 1.966] | indivs AUC:0.506 Correlated most with: Newborn Diagnosis:9ccs215:gu cong anom:1.000 Diagnosis:9ccs161:Ot dx kidney:0.472 Newborn Diagnosis:9ccs161:Ot dx kidney:0.197 Diagnosis:9ccs215:gu cong anom:0.185 Newborn Diagnosis:9ccs217:Ot cong anom:0.150 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.139 Diagnosis:9ccs98:HTN:0.139 Newborn Diagnosis:9ccs166:Oth male gen:0.139 Diagnosis:9ccs162:Ot dx bladdr:0.139 Newborn Diagnosis:9ccs130:Pleurisy:0.139 * Diagnosis:9ccs209:Ot acq defor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 2.766 [1.203 6.358] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs209:Ot acq defor:1.000 Diagnosis:9ccs212:Ot bone dx:0.182 Diagnosis:9ccs2603:E Codes: Fall:0.089 Diagnosis:10ccs58:Ot nutrit dx:0.088 Diagnosis:9ccs62:Coag/hemr dx:0.067 Diagnosis:9ccs0:No DX:0.065 Diagnosis:9ccs253:Allergy:0.058 Diagnosis:9ccs143:Abdom hernia:0.055 Diagnosis:9ccs243:Poisn nonmed:0.054 Diagnosis:9ccs58:Ot nutrit dx:0.050 Diagnosis:9ccs244:Other injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 1.251 [0.658 2.378] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs244:Other injury:1.000 Number of Visits:0.143 Newborn Diagnosis:9ccs252:Fatigue:0.139 Diagnosis:9ccs230:Fx leg:0.139 Diagnosis:9ccs165:Inf male gen:0.118 Diagnosis:9ccs257:Ot aftercare:0.115 Diagnosis:9ccs126:Ot up rsp in:0.103 Diagnosis:9ccs96:Hrt valve dx:0.101 Newborn Diagnosis:9ccs133:Oth low resp:0.096 Diagnosis:9ccs122:Pneumonia:0.094 Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.386 [0.968 5.880] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs211:Ot conn tiss:1.000 Diagnosis:9ccs204:Ot joint dx:0.255 Diagnosis:9ccs105:Conduction:0.222 Diagnosis:9ccs95:Oth nerv dx:0.147 Diagnosis:9ccs52:Nutrit defic:0.126 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.124 Diagnosis:9ccs134:Ot uppr resp:0.111 Newborn Diagnosis:9ccs200:Oth skin dx:0.107 Newborn Diagnosis:9ccs191:Amnios dx:0.095 Newborn Diagnosis:9ccs96:Hrt valve dx:0.084 Newborn Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.127 [0.478 2.660] | indivs AUC:0.505 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:1.000 Diagnosis:9ccs223:Birth trauma:0.273 Diagnosis:9ccs188:Pelvic obstr:0.184 Newborn Diagnosis:9ccs91:Other eye dx:0.184 Diagnosis:9ccs231:Oth fracture:0.103 Diagnosis:9ccs229:Fx arm:0.103 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.081 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.081 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.074 Diagnosis:9ccs198:Ot infl skin:0.066 * Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 78 | OR_unadj: 0.507 [0.259 0.995] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:1.000 Diagnosis:9ccs250:Nausea/vomit:0.202 Number of Visits:0.151 Diagnosis:9ccs133:Oth low resp:0.145 Diagnosis:9ccs155:Other GI dx:0.121 Diagnosis:9ccs129:Asp pneumon:0.111 Diagnosis:9ccs230:Fx leg:0.111 Diagnosis:9ccs214:GI cong anom:0.106 Diagnosis:9ccs197:Skin infectn:0.103 Diagnosis:9ccs239:Superfic inj:0.091 Newborn Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs47:Ot bnign neo:1.000 Diagnosis:9ccs106:Dysrhythmia:0.353 Newborn Diagnosis:9ccs191:Amnios dx:0.315 Diagnosis:9ccs83:Epilepsy/cnv:0.148 Diagnosis:9ccs258:Other screen:0.113 Diagnosis:9ccs161:Ot dx kidney:0.107 Newborn Diagnosis:9ccs215:gu cong anom:0.096 Newborn Diagnosis:9ccs217:Ot cong anom:0.093 Number of Visits:0.054 Diagnosis:9ccs217:Ot cong anom:0.053 * Diagnosis:9ccs154:Gastroent | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.210 [0.050 0.880] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs154:Gastroent:1.000 Diagnosis:9ccs153:GI hemorrhag:0.209 Diagnosis:9ccs155:Other GI dx:0.191 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.167 Diagnosis:9ccs120:Hemmorhoids:0.167 Diagnosis:9ccs133:Oth low resp:0.166 Number of Visits:0.145 Lab:294048 STOOL CULTURE - LMC:0.139 Diagnosis:9ccs256:Exam/eval:0.138 Diagnosis:9ccs253:Allergy:0.121 Vital: HC Percentile-latest | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 0.784 [0.264 2.329] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs5:HIV infectn:0.122 Diagnosis:9ccs48:Thyroid dsor:0.090 Diagnosis:9ccs83:Epilepsy/cnv:-0.084 Newborn Diagnosis:9ccs253:Allergy:-0.053 Diagnosis:9ccs94:Other ear dx:-0.049 Diagnosis:9ccs138:Esophgeal dx:-0.048 Diagnosis:9ccs4:Mycoses:-0.045 Diagnosis:10ccs58:Ot nutrit dx:0.045 Diagnosis:9ccs234:Crush injury:0.045 Diagnosis:9ccs113:Late eff CVD:-0.043 Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 0.733 [0.278 1.935] | indivs AUC:0.487 Correlated most with: Diagnosis:9ccs89:Blindness:1.000 Diagnosis:9ccs91:Other eye dx:0.242 Diagnosis:9ccs217:Ot cong anom:0.212 Diagnosis:9ccs145:Int obstruct:0.211 Diagnosis:9ccs129:Asp pneumon:0.184 Lab:306854 PLATELET COUNT - Sunrise:-0.131 Diagnosis:9ccs213:Cardiac anom:0.129 Diagnosis:9ccs72:Anxiety dx:0.128 Diagnosis:9ccs70:Schizo/rl dx:0.128 Diagnosis:9ccs223:Birth trauma:0.109 Newborn Diagnosis:9ccs191:Amnios dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:1.000 Newborn Diagnosis:9ccs47:Ot bnign neo:0.315 Newborn Diagnosis:9ccs217:Ot cong anom:0.240 Diagnosis:9ccs106:Dysrhythmia:0.222 Diagnosis:9ccs211:Ot conn tiss:0.095 Diagnosis:9ccs117:Ot circul dx:0.095 Diagnosis:9ccs83:Epilepsy/cnv:0.090 Diagnosis:9ccs89:Blindness:0.077 Diagnosis:9ccs90:Eye infectn:0.067 Diagnosis:9ccs258:Other screen:0.067 * Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 2.483 [1.053 5.853] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:1.000 Diagnosis:9ccs245:Syncope:0.243 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.212 Diagnosis:9ccs70:Schizo/rl dx:0.148 Newborn Diagnosis:9ccs47:Ot bnign neo:0.148 Diagnosis:9ccs62:Coag/hemr dx:0.144 Diagnosis:9ccs231:Oth fracture:0.119 Diagnosis:9ccs229:Fx arm:0.119 Newborn Diagnosis:9ccs216:Nerv cong an:0.119 Diagnosis:9ccs161:Ot dx kidney:0.118 Diagnosis:9ccs247:Lymph enlarg | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.627 [0.240 1.634] | indivs AUC:0.483 Correlated most with: Diagnosis:9ccs247:Lymph enlarg:1.000 Diagnosis:9ccs3:Oth bact inf:0.202 Newborn Diagnosis:9ccs204:Ot joint dx:0.172 Newborn Diagnosis:9ccs161:Ot dx kidney:0.120 Newborn Diagnosis:9ccs63:Wht blood dx:0.120 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.105 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.096 Diagnosis:9ccs163:Other GU dx:0.090 Diagnosis:9ccs197:Skin infectn:0.087 Number of Visits:0.084 Diagnosis:9ccs234:Crush injury | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: 0.611 [0.210 1.777] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs234:Crush injury:1.000 Diagnosis:9ccs127:COPD:0.077 Lab:323700 CULTURE THROAT W SENS - Sunrise:0.071 Diagnosis:9ccs134:Ot uppr resp:0.070 Newborn Diagnosis:9ccs95:Oth nerv dx:0.060 Newborn Diagnosis:9ccs223:Birth trauma:0.056 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.056 Diagnosis:9ccs137:Mouth dx:0.055 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.054 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.054 Diagnosis:9ccs236:Opn wnd extr | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs236:Opn wnd extr:1.000 Newborn Diagnosis:9ccs95:Oth nerv dx:0.202 Newborn Diagnosis:9ccs213:Cardiac anom:0.146 Diagnosis:9ccs244:Other injury:0.076 Diagnosis:9ccs213:Cardiac anom:0.071 Diagnosis:9ccs125:Bronchitis:0.067 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.050 Newborn Diagnosis:9ccs94:Other ear dx:-0.050 Newborn Diagnosis:9ccs256:Exam/eval:0.049 Diagnosis:9ccs127:COPD:0.044 Diagnosis:9ccs258:Other screen | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.822 [0.358 1.886] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs258:Other screen:1.000 Diagnosis:9ccs2619:e codes: other specified- nec:0.230 Diagnosis:9ccs239:Superfic inj:0.184 Diagnosis:9ccs137:Mouth dx:0.165 Newborn Diagnosis:9ccs134:Ot uppr resp:0.163 Number of Visits:0.156 Diagnosis:9ccs155:Other GI dx:0.145 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:-0.117 Lab:295490 17 HYDROXYPROGESTERONE - LMC:0.117 Newborn Diagnosis:9ccs47:Ot bnign neo:0.113 Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.964 [0.268 3.473] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:1.000 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.258 Lab:294147 FREE T4 - LMC:0.232 Lab:292147 TSH - Sunrise:0.175 Diagnosis:9ccs245:Syncope:0.151 Diagnosis:9ccs52:Nutrit defic:0.151 Newborn Diagnosis:9ccs200:Oth skin dx:0.130 Newborn Diagnosis:9ccs253:Allergy:0.096 Diagnosis:9ccs259:Unclassified:0.079 Diagnosis:9ccs216:Nerv cong an:0.070 Diagnosis:9ccs140:Gastritis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 2.226 [0.724 6.844] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs140:Gastritis:1.000 Diagnosis:9ccs153:GI hemorrhag:0.113 Diagnosis:9ccs213:Cardiac anom:0.098 Newborn Diagnosis:9ccs95:Oth nerv dx:0.093 Lab:323854 CULTURE FECES - Sunrise:-0.080 Diagnosis:9ccs55:Fluid/elc dx:0.070 Newborn Diagnosis:9ccs213:Cardiac anom:0.064 Diagnosis:10ccs58:Ot nutrit dx:0.057 Diagnosis:9ccs257:Ot aftercare:0.056 Diagnosis:9ccs159:UTI:0.052 Lab:306605 BILIRUBIN DIRECT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Lab:306605 BILIRUBIN DIRECT - Sunrise:1.000 Lab:292147 TSH - Sunrise:0.723 Diagnosis:9ccs48:Thyroid dsor:0.258 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.142 Diagnosis:9ccs58:Ot nutrit dx:0.073 Diagnosis:9ccs239:Superfic inj:0.072 Diagnosis:9ccs126:Ot up rsp in:-0.048 Lab:306617 OCCULT BLOOD TEST (FECAL):0.046 Diagnosis:9ccs222:Perint jaund:-0.045 Diagnosis:9ccs151:Oth liver dx:0.038 Diagnosis:9ccs205:Back problem | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs205:Back problem:1.000 Diagnosis:9ccs245:Syncope:0.157 Lab:294203 BILIRUBIN TOTAL - LMC:0.095 Diagnosis:9ccs251:Abdomnl pain:0.082 Diagnosis:9ccs133:Oth low resp:0.080 Diagnosis:9ccs224:Ot perint dx:0.077 Diagnosis:9ccs161:Ot dx kidney:0.075 Diagnosis:9ccs216:Nerv cong an:0.073 Number of Visits:0.069 Diagnosis:9ccs48:Thyroid dsor:0.067 Diagnosis:9ccs123:Influenza | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.354 [0.595 3.082] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs123:Influenza:1.000 Diagnosis:9ccs188:Pelvic obstr:0.184 Number of Visits:0.134 Diagnosis:9ccs221:Resp distres:0.128 Diagnosis:9ccs122:Pneumonia:0.109 Diagnosis:9ccs128:Asthma:0.107 Diagnosis:9ccs56:Cystic fibro:0.103 Diagnosis:9ccs246:FUO:0.077 Diagnosis:9ccs92:Otitis media:0.076 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.072 Diagnosis:10ccs58:Ot nutrit dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 1.780 [0.664 4.775] | indivs AUC:0.502 Correlated most with: Diagnosis:10ccs58:Ot nutrit dx:1.000 Diagnosis:9ccs2603:E Codes: Fall:0.703 Diagnosis:9ccs2619:e codes: other specified- nec:0.164 Diagnosis:9ccs64:Ot hematl dx:0.123 Diagnosis:9ccs8:Oth infectns:0.093 Diagnosis:9ccs209:Ot acq defor:0.088 Number of Visits:0.085 Newborn Diagnosis:9ccs253:Allergy:0.083 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.068 Diagnosis:9ccs91:Other eye dx:0.068 Lab:297275 STREP RAPID TEST (POCT) | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Lab:297275 STREP RAPID TEST (POCT):1.000 Diagnosis:9ccs145:Int obstruct:0.264 Diagnosis:9ccs3:Oth bact inf:0.138 Diagnosis:9ccs76:Meningitis:0.106 Diagnosis:9ccs105:Conduction:-0.081 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.070 Diagnosis:9ccs153:GI hemorrhag:-0.053 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.048 Diagnosis:9ccs163:Other GU dx:-0.047 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.044 Newborn Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.504 Correlated most with: Newborn Diagnosis:9ccs95:Oth nerv dx:1.000 Newborn Diagnosis:9ccs138:Esophgeal dx:0.353 Newborn Diagnosis:9ccs68:Senil/org mn:0.353 Diagnosis:9ccs236:Opn wnd extr:0.202 Diagnosis:9ccs2:Septicemia:0.130 Newborn Diagnosis:9ccs253:Allergy:0.130 Newborn Diagnosis:9ccs256:Exam/eval:0.093 Diagnosis:9ccs140:Gastritis:0.093 Newborn Diagnosis:9ccs213:Cardiac anom:0.086 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.077 Diagnosis:9ccs240:Burns | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.830 [0.278 2.482] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs240:Burns:1.000 Diagnosis:9ccs232:Sprain:0.152 Diagnosis:9ccs243:Poisn nonmed:0.124 Number of Visits:0.123 Diagnosis:9ccs258:Other screen:0.093 Diagnosis:9ccs246:FUO:0.092 Diagnosis:9ccs259:Unclassified:0.076 Diagnosis:9ccs239:Superfic inj:0.072 Diagnosis:9ccs89:Blindness:0.068 Diagnosis:9ccs7:Viral infect:0.068 Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:1.000 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.353 Newborn Diagnosis:9ccs216:Nerv cong an:0.202 Diagnosis:9ccs83:Epilepsy/cnv:0.144 Lab:295669 BILIRUBIN DIRECT - LMC:-0.113 Diagnosis:9ccs47:Ot bnign neo:0.105 Diagnosis:9ccs166:Oth male gen:0.098 Diagnosis:9ccs216:Nerv cong an:0.097 Diagnosis:9ccs55:Fluid/elc dx:0.093 Diagnosis:9ccs197:Skin infectn:0.086 Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.386 [0.968 5.880] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs117:Ot circul dx:1.000 Diagnosis:9ccs96:Hrt valve dx:0.228 Diagnosis:9ccs213:Cardiac anom:0.225 Diagnosis:9ccs105:Conduction:0.222 Newborn Diagnosis:9ccs106:Dysrhythmia:0.222 Newborn Diagnosis:9ccs239:Superfic inj:0.222 Newborn Diagnosis:9ccs104:Oth heart dx:0.222 Newborn Diagnosis:9ccs97:Carditis:0.222 Newborn Diagnosis:9ccs200:Oth skin dx:0.220 Newborn Diagnosis:9ccs253:Allergy:0.164 Newborn Diagnosis:9ccs162:Ot dx bladdr | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs162:Ot dx bladdr:1.000 Diagnosis:9ccs161:Ot dx kidney:0.154 Newborn Diagnosis:9ccs215:gu cong anom:0.139 Diagnosis:9ccs159:UTI:0.120 MatDeliveryAge:-0.043 Diagnosis:9ccs135:Intest infct:0.039 Diagnosis:9ccs125:Bronchitis:0.039 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.033 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.032 Diagnosis:9ccs257:Ot aftercare:0.027 Diagnosis:9ccs2611:E Codes: Natural/environment | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2611:E Codes: Natural/environment:1.000 Diagnosis:9ccs219:Low birth wt:0.126 Diagnosis:9ccs213:Cardiac anom:0.090 Diagnosis:9ccs224:Ot perint dx:0.074 Diagnosis:9ccs250:Nausea/vomit:0.069 Newborn Diagnosis:9ccs94:Other ear dx:-0.065 Diagnosis:9ccs259:Unclassified:0.059 Diagnosis:9ccs136:Teeth dx:0.055 Diagnosis:9ccs58:Ot nutrit dx:0.048 Diagnosis:9ccs59:Anemia:0.044 Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.352 [0.045 2.758] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs3:Oth bact inf:1.000 Lab:297280 GLUCOSE REAGENT STRIP:0.214 Newborn Diagnosis:9ccs63:Wht blood dx:0.211 Diagnosis:9ccs232:Sprain:0.211 Diagnosis:9ccs247:Lymph enlarg:0.202 Lab:297275 STREP RAPID TEST (POCT):0.138 Diagnosis:9ccs246:FUO:0.131 Diagnosis:9ccs128:Asthma:0.062 Diagnosis:9ccs58:Ot nutrit dx:0.049 Diagnosis:9ccs137:Mouth dx:0.047 Newborn Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.641 [0.141 2.905] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.314 Newborn Diagnosis:9ccs130:Pleurisy:0.276 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.276 Newborn Diagnosis:9ccs91:Other eye dx:0.276 Lab:295490 17 HYDROXYPROGESTERONE - LMC:0.197 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:-0.197 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.183 Lab:292147 TSH - Sunrise:-0.181 Newborn Diagnosis:9ccs256:Exam/eval:0.179 Vital: HC Percentile-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.329 [0.351 5.033] | indivs AUC:0.496 Correlated most with: Lab:294048 STOOL CULTURE - LMC:0.118 Diagnosis:9ccs153:GI hemorrhag:0.077 Diagnosis:9ccs2603:E Codes: Fall:0.075 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.061 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.061 Diagnosis:9ccs222:Perint jaund:0.057 Diagnosis:9ccs256:Exam/eval:0.054 Lab:306617 OCCULT BLOOD TEST (FECAL):0.052 Diagnosis:9ccs128:Asthma:-0.052 Diagnosis:9ccs208:Acq foot def:-0.051 Newborn Diagnosis:9ccs218:Liveborn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1748 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Newborn Diagnosis:9ccs218:Liveborn:1.000 Newborn Diagnosis:9ccs130:Pleurisy:-0.577 Lab:306854 PLATELET COUNT - Sunrise:0.404 Newborn Diagnosis:9ccs0:No DX:-0.157 Newborn Diagnosis:9ccs221:Resp distres:-0.157 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.111 Newborn Diagnosis:9ccs94:Other ear dx:0.110 Diagnosis:9ccs89:Blindness:-0.103 Diagnosis:9ccs136:Teeth dx:-0.094 Diagnosis:9ccs165:Inf male gen:-0.078 Diagnosis:9ccs147:Anal/rectal | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.615 [0.558 4.678] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs147:Anal/rectal:1.000 Diagnosis:9ccs120:Hemmorhoids:0.249 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.249 Diagnosis:9ccs229:Fx arm:0.141 Diagnosis:9ccs56:Cystic fibro:0.141 Diagnosis:9ccs155:Other GI dx:0.132 Lab:294048 STOOL CULTURE - LMC:0.120 Lab:297262 HEMOGLOBIN (HEMOCUE):0.094 Diagnosis:9ccs165:Inf male gen:0.094 Newborn Diagnosis:9ccs253:Allergy:0.089 Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.403 [0.159 1.026] | indivs AUC:0.487 Correlated most with: Diagnosis:9ccs95:Oth nerv dx:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.179 Diagnosis:9ccs216:Nerv cong an:0.156 Diagnosis:9ccs211:Ot conn tiss:0.147 Newborn Diagnosis:9ccs166:Oth male gen:0.142 Diagnosis:9ccs86:Cataract:0.142 Diagnosis:9ccs129:Asp pneumon:0.142 Number of Visits:0.117 Diagnosis:9ccs217:Ot cong anom:0.107 Newborn Diagnosis:9ccs219:Low birth wt:0.105 Diagnosis:9ccs76:Meningitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.308 [0.546 3.136] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs76:Meningitis:1.000 Lab:297275 STREP RAPID TEST (POCT):0.106 Diagnosis:9ccs92:Otitis media:0.103 Diagnosis:9ccs124:Tonsillitis:0.084 Diagnosis:9ccs4:Mycoses:0.082 Number of Visits:0.075 Diagnosis:9ccs133:Oth low resp:0.073 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.067 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.067 Diagnosis:9ccs126:Ot up rsp in:0.063 Vital: HC Percentile-gain13to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs5:HIV infectn:-0.403 Diagnosis:9ccs128:Asthma:0.059 Diagnosis:9ccs10:Immuniz/scrn:0.055 Diagnosis:9ccs198:Ot infl skin:0.055 Newborn Diagnosis:9ccs259:Unclassified:-0.049 Diagnosis:9ccs7:Viral infect:0.046 Diagnosis:9ccs253:Allergy:0.046 Diagnosis:9ccs125:Bronchitis:0.042 Diagnosis:9ccs200:Oth skin dx:0.041 Diagnosis:9ccs92:Otitis media:0.034 Diagnosis:9ccs153:GI hemorrhag | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.175 [0.023 1.306] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs153:GI hemorrhag:1.000 Diagnosis:9ccs154:Gastroent:0.209 Lab:321098 OCCULT BLOOD FECES - Sunrise:0.190 Lab:294048 STOOL CULTURE - LMC:0.178 Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.155 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.155 Lab:323854 CULTURE FECES - Sunrise:0.127 Diagnosis:9ccs140:Gastritis:0.113 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.099 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.099 Diagnosis:9ccs167:Breast dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs167:Breast dx:1.000 Newborn Diagnosis:9ccs221:Resp distres:0.135 Diagnosis:9ccs134:Ot uppr resp:0.066 Diagnosis:9ccs128:Asthma:0.058 Newborn Diagnosis:9ccs219:Low birth wt:0.038 Diagnosis:9ccs259:Unclassified:0.035 Diagnosis:9ccs136:Teeth dx:0.033 Diagnosis:9ccs217:Ot cong anom:0.031 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.030 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.030 Lab:292495 LEAD LEVEL - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:1.000 Diagnosis:9ccs243:Poisn nonmed:-0.102 Diagnosis:9ccs217:Ot cong anom:0.085 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.069 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.069 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.063 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.063 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.062 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.061 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.055 Newborn Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.778 [0.604 5.234] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs213:Cardiac anom:0.441 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.257 Diagnosis:9ccs104:Oth heart dx:0.257 Newborn Diagnosis:9ccs239:Superfic inj:0.257 Newborn Diagnosis:9ccs97:Carditis:0.257 Newborn Diagnosis:9ccs104:Oth heart dx:0.257 Diagnosis:9ccs96:Hrt valve dx:0.208 Lab:292147 TSH - Sunrise:-0.169 Newborn Diagnosis:9ccs96:Hrt valve dx:0.156 Diagnosis:9ccs141:Ot dx stomch | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:1.000 Diagnosis:9ccs250:Nausea/vomit:0.179 Diagnosis:9ccs214:GI cong anom:0.148 Diagnosis:9ccs251:Abdomnl pain:0.090 Diagnosis:9ccs138:Esophgeal dx:0.088 Diagnosis:9ccs257:Ot aftercare:0.074 Diagnosis:9ccs128:Asthma:0.062 Lab:295669 BILIRUBIN DIRECT - LMC:0.061 Diagnosis:9ccs143:Abdom hernia:0.059 Diagnosis:9ccs224:Ot perint dx:0.052 Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.421 [0.548 3.688] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs223:Birth trauma:1.000 Newborn Diagnosis:9ccs223:Birth trauma:0.273 Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:0.217 Newborn Diagnosis:9ccs2620:E Codes: Unspecified:0.217 Newborn Diagnosis:9ccs229:Fx arm:0.217 Diagnosis:9ccs70:Schizo/rl dx:0.152 Diagnosis:9ccs2620:E Codes: Unspecified:0.122 Diagnosis:9ccs89:Blindness:0.109 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.087 Diagnosis:9ccs83:Epilepsy/cnv:0.082 Diagnosis:9ccs75:Hx mental dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs75:Hx mental dx:1.000 Diagnosis:9ccs113:Late eff CVD:0.127 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.081 Diagnosis:9ccs58:Ot nutrit dx:0.057 Diagnosis:9ccs95:Oth nerv dx:0.057 Diagnosis:9ccs239:Superfic inj:0.056 Diagnosis:9ccs244:Other injury:0.055 Newborn Diagnosis:9ccs217:Ot cong anom:0.053 Diagnosis:9ccs128:Asthma:0.048 Diagnosis:9ccs159:UTI:0.045 Newborn Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs0:No DX:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.357 Newborn Diagnosis:9ccs94:Other ear dx:-0.355 Lab:306854 PLATELET COUNT - Sunrise:-0.194 Newborn Diagnosis:9ccs218:Liveborn:-0.157 Newborn Diagnosis:9ccs224:Ot perint dx:-0.080 Diagnosis:9ccs48:Thyroid dsor:0.067 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.050 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.050 Diagnosis:9ccs198:Ot infl skin:0.044 Lab:321981 BILIRUBIN TOTAL - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:1.000 Lab:306617 OCCULT BLOOD TEST (FECAL):0.153 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.142 Lab:292147 TSH - Sunrise:-0.106 Diagnosis:9ccs2603:E Codes: Fall:-0.085 Diagnosis:9ccs151:Oth liver dx:-0.083 Diagnosis:9ccs222:Perint jaund:0.077 Diagnosis:9ccs197:Skin infectn:0.057 Lab:294203 BILIRUBIN TOTAL - LMC:-0.055 Diagnosis:9ccs143:Abdom hernia:-0.054 Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.388 [0.117 1.286] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs219:Low birth wt:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.467 Newborn Diagnosis:9ccs253:Allergy:0.271 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.264 Newborn Diagnosis:9ccs256:Exam/eval:0.214 Newborn Diagnosis:9ccs222:Perint jaund:0.213 Newborn Diagnosis:9ccs200:Oth skin dx:0.178 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.130 Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.130 Diagnosis:9ccs2611:E Codes: Natural/environment:0.126 Diagnosis:9ccs63:Wht blood dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs63:Wht blood dx:1.000 Diagnosis:9ccs64:Ot hematl dx:0.135 Diagnosis:9ccs8:Oth infectns:0.105 Diagnosis:9ccs161:Ot dx kidney:0.072 Diagnosis:9ccs244:Other injury:0.064 Diagnosis:9ccs257:Ot aftercare:0.053 Diagnosis:9ccs159:UTI:0.053 Diagnosis:9ccs7:Viral infect:0.052 Diagnosis:9ccs143:Abdom hernia:0.052 Diagnosis:9ccs92:Otitis media:0.051 Vital: HC Percentile-gain1to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs76:Meningitis:0.097 Diagnosis:9ccs259:Unclassified:-0.053 Diagnosis:9ccs137:Mouth dx:0.053 Diagnosis:9ccs4:Mycoses:0.050 Lab:294048 STOOL CULTURE - LMC:0.050 Lab:295669 BILIRUBIN DIRECT - LMC:-0.037 Lab:306617 OCCULT BLOOD TEST (FECAL):0.036 Diagnosis:9ccs153:GI hemorrhag:0.033 Diagnosis:9ccs135:Intest infct:-0.029 Diagnosis:9ccs138:Esophgeal dx:-0.029 Vital: HC Percentile-avg0to1 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.492 Correlated most with: Newborn Diagnosis:9ccs253:Allergy:-0.170 Diagnosis:9ccs117:Ot circul dx:-0.101 Diagnosis:9ccs213:Cardiac anom:-0.080 Newborn Diagnosis:9ccs213:Cardiac anom:0.080 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.075 Diagnosis:9ccs244:Other injury:-0.070 Diagnosis:9ccs143:Abdom hernia:-0.068 Diagnosis:9ccs96:Hrt valve dx:-0.066 Diagnosis:9ccs4:Mycoses:-0.062 Diagnosis:9ccs47:Ot bnign neo:-0.054 Vital: HC Percentile-avg13to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs5:HIV infectn:0.302 Diagnosis:9ccs122:Pneumonia:0.064 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.062 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.062 Newborn Diagnosis:9ccs94:Other ear dx:0.057 Newborn Diagnosis:9ccs224:Ot perint dx:0.052 Diagnosis:9ccs127:COPD:-0.052 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.049 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.049 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.048 Vital: BP-latest | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs221:Resp distres:0.446 Diagnosis:9ccs123:Influenza:0.207 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.132 Diagnosis:9ccs59:Anemia:0.091 Diagnosis:9ccs83:Epilepsy/cnv:-0.088 Diagnosis:9ccs219:Low birth wt:0.087 Diagnosis:9ccs122:Pneumonia:0.072 Diagnosis:9ccs124:Tonsillitis:0.064 Diagnosis:9ccs95:Oth nerv dx:-0.060 Diagnosis:9ccs217:Ot cong anom:-0.051 Vital: HC Percentile-avg7to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:-0.157 Newborn Diagnosis:9ccs215:gu cong anom:-0.120 Diagnosis:9ccs124:Tonsillitis:-0.113 Diagnosis:9ccs215:gu cong anom:-0.093 Diagnosis:9ccs58:Ot nutrit dx:-0.069 Diagnosis:9ccs74:Ot mentl cnd:-0.062 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.053 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.053 Diagnosis:9ccs10:Immuniz/scrn:0.052 Diagnosis:9ccs90:Eye infectn:-0.046 Vital: HC Percentile-gain10to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs5:HIV infectn:0.464 Diagnosis:9ccs234:Crush injury:-0.098 Diagnosis:9ccs48:Thyroid dsor:-0.074 Diagnosis:10ccs58:Ot nutrit dx:-0.064 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.060 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.060 Diagnosis:9ccs10:Immuniz/scrn:-0.058 Number of Visits:-0.058 Newborn Diagnosis:9ccs259:Unclassified:0.056 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.050 Diagnosis:9ccs64:Ot hematl dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs64:Ot hematl dx:1.000 Newborn Diagnosis:9ccs252:Fatigue:0.276 Diagnosis:9ccs63:Wht blood dx:0.135 Diagnosis:9ccs2603:E Codes: Fall:0.128 Diagnosis:10ccs58:Ot nutrit dx:0.123 Diagnosis:9ccs163:Other GU dx:0.073 Diagnosis:9ccs165:Inf male gen:0.067 Newborn Diagnosis:9ccs224:Ot perint dx:0.067 Diagnosis:9ccs244:Other injury:0.065 Newborn Diagnosis:9ccs215:gu cong anom:0.065 Vital: HC Percentile-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs0:No DX:-0.067 Diagnosis:9ccs94:Other ear dx:-0.063 Diagnosis:9ccs256:Exam/eval:-0.063 Diagnosis:9ccs136:Teeth dx:-0.056 Diagnosis:9ccs259:Unclassified:0.056 Diagnosis:9ccs2603:E Codes: Fall:-0.055 Diagnosis:9ccs134:Ot uppr resp:-0.050 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.049 Diagnosis:9ccs197:Skin infectn:-0.047 Number of Visits:-0.037 Vital: HC Percentile-gain3to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.500 Correlated most with: Lab:294048 STOOL CULTURE - LMC:-0.105 Diagnosis:9ccs2603:E Codes: Fall:-0.093 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.075 Diagnosis:9ccs153:GI hemorrhag:-0.069 Diagnosis:9ccs76:Meningitis:-0.055 Diagnosis:9ccs154:Gastroent:-0.053 Diagnosis:9ccs92:Otitis media:-0.051 Newborn Diagnosis:9ccs224:Ot perint dx:0.048 Diagnosis:9ccs90:Eye infectn:-0.047 Diagnosis:9ccs4:Mycoses:-0.046 Newborn Diagnosis:9ccs63:Wht blood dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs63:Wht blood dx:1.000 Diagnosis:9ccs3:Oth bact inf:0.211 Diagnosis:9ccs247:Lymph enlarg:0.120 Newborn Diagnosis:9ccs215:gu cong anom:0.096 Diagnosis:9ccs94:Other ear dx:0.047 Diagnosis:9ccs134:Ot uppr resp:0.047 Diagnosis:9ccs128:Asthma:0.041 Diagnosis:9ccs10:Immuniz/scrn:-0.028 Diagnosis:9ccs200:Oth skin dx:-0.022 Diagnosis:9ccs125:Bronchitis:-0.021 Vital: HC Percentile-gain7to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs216:Nerv cong an:-0.134 Diagnosis:9ccs234:Crush injury:0.092 Newborn Diagnosis:9ccs223:Birth trauma:-0.082 Diagnosis:9ccs95:Oth nerv dx:-0.068 Newborn Diagnosis:9ccs215:gu cong anom:-0.063 Diagnosis:10ccs58:Ot nutrit dx:0.060 Diagnosis:9ccs124:Tonsillitis:-0.059 Diagnosis:9ccs143:Abdom hernia:-0.057 Diagnosis:9ccs48:Thyroid dsor:-0.055 Diagnosis:9ccs166:Oth male gen:-0.049 Diagnosis:9ccs56:Cystic fibro | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs56:Cystic fibro:1.000 Newborn Diagnosis:9ccs155:Other GI dx:0.287 Diagnosis:9ccs147:Anal/rectal:0.141 Newborn Diagnosis:9ccs259:Unclassified:0.132 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.106 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.106 Diagnosis:9ccs123:Influenza:0.103 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.085 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.085 Diagnosis:9ccs91:Other eye dx:0.084 Diagnosis:9ccs2:Septicemia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2:Septicemia:1.000 Diagnosis:9ccs246:FUO:0.166 Newborn Diagnosis:9ccs95:Oth nerv dx:0.130 Diagnosis:9ccs159:UTI:0.129 Diagnosis:9ccs163:Other GU dx:0.104 Newborn Diagnosis:9ccs96:Hrt valve dx:0.074 Diagnosis:9ccs122:Pneumonia:0.071 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.068 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.068 Number of Visits:0.068 Lab:297280 GLUCOSE REAGENT STRIP | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:297280 GLUCOSE REAGENT STRIP:1.000 Diagnosis:9ccs232:Sprain:0.500 Diagnosis:9ccs3:Oth bact inf:0.214 Diagnosis:9ccs138:Esophgeal dx:0.082 Diagnosis:9ccs256:Exam/eval:0.062 Diagnosis:9ccs58:Ot nutrit dx:0.058 Diagnosis:9ccs133:Oth low resp:0.049 Diagnosis:9ccs10:Immuniz/scrn:-0.044 Diagnosis:9ccs90:Eye infectn:0.039 Diagnosis:9ccs126:Ot up rsp in:-0.038 Diagnosis:9ccs2620:E Codes: Unspecified | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2620:E Codes: Unspecified:1.000 Diagnosis:9ccs117:Ot circul dx:0.126 Diagnosis:9ccs223:Birth trauma:0.122 Diagnosis:9ccs8:Oth infectns:0.122 Diagnosis:9ccs89:Blindness:0.103 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.092 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.092 Diagnosis:9ccs2603:E Codes: Fall:0.091 Diagnosis:9ccs258:Other screen:0.090 Diagnosis:9ccs4:Mycoses:0.076 Diagnosis:9ccs204:Ot joint dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs204:Ot joint dx:1.000 Lab:294147 FREE T4 - LMC:-0.434 Lab:294205 TSH REFLEX TO FT4 - LMC:0.350 Diagnosis:9ccs211:Ot conn tiss:0.255 Diagnosis:9ccs165:Inf male gen:0.078 Diagnosis:9ccs244:Other injury:0.076 Diagnosis:9ccs125:Bronchitis:0.067 Diagnosis:9ccs215:gu cong anom:0.055 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.055 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.055 Vital: HC Percentile-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2603:E Codes: Fall:-0.097 Diagnosis:9ccs0:No DX:-0.086 Lab:294048 STOOL CULTURE - LMC:0.082 Diagnosis:9ccs136:Teeth dx:-0.072 Diagnosis:9ccs94:Other ear dx:-0.064 Diagnosis:9ccs134:Ot uppr resp:-0.064 Diagnosis:9ccs197:Skin infectn:-0.061 Lab:306617 OCCULT BLOOD TEST (FECAL):0.058 Diagnosis:9ccs76:Meningitis:-0.054 Diagnosis:9ccs153:GI hemorrhag:0.054 Lab:323825 STREP SCREEN THROAT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:1.000 Diagnosis:9ccs147:Anal/rectal:-0.073 Diagnosis:9ccs113:Late eff CVD:0.070 Lab:297275 STREP RAPID TEST (POCT):-0.070 Diagnosis:9ccs122:Pneumonia:0.070 Diagnosis:9ccs74:Ot mentl cnd:0.065 Diagnosis:9ccs89:Blindness:-0.054 Diagnosis:9ccs91:Other eye dx:-0.048 Diagnosis:9ccs90:Eye infectn:-0.048 Diagnosis:9ccs94:Other ear dx:0.047 Vital: HC Percentile-avg10to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs234:Crush injury:-0.107 Diagnosis:9ccs48:Thyroid dsor:0.099 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.069 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.069 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.060 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.060 Diagnosis:9ccs127:COPD:0.059 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.059 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.059 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.052 Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs163:Other GU dx:1.000 Newborn Diagnosis:9ccs161:Ot dx kidney:0.202 Diagnosis:9ccs145:Int obstruct:0.164 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.164 Diagnosis:9ccs159:UTI:0.164 Newborn Diagnosis:9ccs217:Ot cong anom:0.147 Diagnosis:9ccs161:Ot dx kidney:0.124 Newborn Diagnosis:9ccs215:gu cong anom:0.110 Diagnosis:9ccs2:Septicemia:0.104 Diagnosis:9ccs247:Lymph enlarg:0.090 Newborn Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs216:Nerv cong an:1.000 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.577 Diagnosis:9ccs62:Coag/hemr dx:0.202 Diagnosis:9ccs216:Nerv cong an:0.164 Diagnosis:9ccs55:Fluid/elc dx:0.157 Newborn Diagnosis:9ccs213:Cardiac anom:0.146 Diagnosis:9ccs96:Hrt valve dx:0.131 Diagnosis:9ccs117:Ot circul dx:0.126 Diagnosis:9ccs83:Epilepsy/cnv:0.119 Lab:295669 BILIRUBIN DIRECT - LMC:-0.109 Vital: HC Percentile-gain5to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs216:Nerv cong an:0.125 Diagnosis:9ccs48:Thyroid dsor:0.116 Newborn Diagnosis:9ccs223:Birth trauma:0.076 Diagnosis:9ccs95:Oth nerv dx:0.063 Newborn Diagnosis:9ccs215:gu cong anom:0.058 Diagnosis:9ccs124:Tonsillitis:0.055 Diagnosis:9ccs143:Abdom hernia:0.053 Diagnosis:9ccs166:Oth male gen:0.046 Diagnosis:9ccs257:Ot aftercare:0.045 Diagnosis:9ccs215:gu cong anom:0.045 Diagnosis:9ccs229:Fx arm | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs229:Fx arm:1.000 Diagnosis:9ccs231:Oth fracture:0.332 Diagnosis:9ccs147:Anal/rectal:0.141 Diagnosis:9ccs83:Epilepsy/cnv:0.119 Newborn Diagnosis:9ccs223:Birth trauma:0.103 Diagnosis:9ccs258:Other screen:0.090 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.089 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.089 Diagnosis:9ccs134:Ot uppr resp:0.081 Diagnosis:9ccs165:Inf male gen:0.078 Newborn Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs253:Allergy:1.000 Newborn Diagnosis:9ccs138:Esophgeal dx:0.377 Diagnosis:9ccs219:Low birth wt:0.271 Newborn Diagnosis:9ccs256:Exam/eval:0.218 Newborn Diagnosis:9ccs219:Low birth wt:0.213 Newborn Diagnosis:9ccs200:Oth skin dx:0.187 Newborn Diagnosis:9ccs222:Perint jaund:0.185 Diagnosis:9ccs117:Ot circul dx:0.164 Newborn Diagnosis:9ccs95:Oth nerv dx:0.130 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.103 Vital: HC Percentile-gain16to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:0.175 Diagnosis:9ccs95:Oth nerv dx:0.119 Diagnosis:9ccs138:Esophgeal dx:0.095 Diagnosis:9ccs224:Ot perint dx:0.094 Diagnosis:9ccs217:Ot cong anom:0.073 Diagnosis:9ccs94:Other ear dx:0.067 Diagnosis:9ccs134:Ot uppr resp:0.066 Diagnosis:9ccs113:Late eff CVD:0.066 Diagnosis:9ccs4:Mycoses:0.064 Diagnosis:9ccs74:Ot mentl cnd:0.061 Newborn Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs136:Teeth dx:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.066 Newborn Diagnosis:9ccs94:Other ear dx:-0.065 Newborn Diagnosis:9ccs256:Exam/eval:0.065 Diagnosis:9ccs113:Late eff CVD:0.046 Diagnosis:9ccs59:Anemia:0.044 Number of Visits:-0.044 Newborn Diagnosis:9ccs224:Ot perint dx:0.037 Diagnosis:9ccs198:Ot infl skin:0.036 Diagnosis:9ccs133:Oth low resp:0.035 Diagnosis:9ccs5:HIV infectn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs5:HIV infectn:1.000 Newborn Diagnosis:9ccs259:Unclassified:0.116 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.060 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.060 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.054 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.054 Diagnosis:9ccs10:Immuniz/scrn:-0.050 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.045 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.045 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.042 Lab:323854 CULTURE FECES - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:323854 CULTURE FECES - Sunrise:1.000 Diagnosis:9ccs153:GI hemorrhag:0.127 Diagnosis:9ccs143:Abdom hernia:0.107 Diagnosis:9ccs154:Gastroent:0.099 Diagnosis:9ccs166:Oth male gen:0.093 Diagnosis:9ccs161:Ot dx kidney:-0.091 Diagnosis:9ccs140:Gastritis:-0.080 Diagnosis:9ccs136:Teeth dx:0.080 Diagnosis:9ccs134:Ot uppr resp:0.070 Diagnosis:9ccs151:Oth liver dx:0.070 Diagnosis:9ccs246:FUO | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs246:FUO:1.000 Diagnosis:9ccs232:Sprain:0.315 Diagnosis:9ccs2:Septicemia:0.166 Diagnosis:9ccs3:Oth bact inf:0.131 Diagnosis:9ccs239:Superfic inj:0.093 Diagnosis:9ccs240:Burns:0.092 Number of Visits:0.080 Diagnosis:9ccs123:Influenza:0.077 Diagnosis:9ccs247:Lymph enlarg:0.071 Diagnosis:9ccs154:Gastroent:0.069 Newborn Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs200:Oth skin dx:1.000 Diagnosis:9ccs105:Conduction:0.500 Diagnosis:9ccs117:Ot circul dx:0.220 Newborn Diagnosis:9ccs253:Allergy:0.187 Diagnosis:9ccs219:Low birth wt:0.178 Diagnosis:9ccs47:Ot bnign neo:0.155 Diagnosis:9ccs48:Thyroid dsor:0.130 Diagnosis:9ccs211:Ot conn tiss:0.107 Newborn Diagnosis:9ccs219:Low birth wt:0.089 Number of Visits:0.078 Lab:306617 OCCULT BLOOD TEST (FECAL) | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Lab:306617 OCCULT BLOOD TEST (FECAL):1.000 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.153 Diagnosis:9ccs247:Lymph enlarg:-0.105 Diagnosis:9ccs91:Other eye dx:-0.100 Diagnosis:9ccs258:Other screen:-0.099 Lab:294203 BILIRUBIN TOTAL - LMC:-0.082 Lab:294048 STOOL CULTURE - LMC:0.080 Lab:295669 BILIRUBIN DIRECT - LMC:-0.078 Diagnosis:9ccs224:Ot perint dx:-0.069 Diagnosis:9ccs222:Perint jaund:-0.068 Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.293 [0.038 2.259] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs55:Fluid/elc dx:1.000 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.276 Newborn Diagnosis:9ccs216:Nerv cong an:0.157 Newborn Diagnosis:9ccs213:Cardiac anom:0.136 Diagnosis:9ccs62:Coag/hemr dx:0.093 Diagnosis:9ccs219:Low birth wt:0.091 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.089 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.088 Diagnosis:9ccs251:Abdomnl pain:0.082 Diagnosis:9ccs2603:E Codes: Fall:0.081 Lab:323700 CULTURE THROAT W SENS - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.502 Correlated most with: Lab:323700 CULTURE THROAT W SENS - Sunrise:1.000 Diagnosis:9ccs211:Ot conn tiss:-0.124 Diagnosis:9ccs234:Crush injury:0.071 Diagnosis:9ccs215:gu cong anom:-0.061 Diagnosis:9ccs113:Late eff CVD:0.059 Diagnosis:9ccs135:Intest infct:-0.059 Diagnosis:9ccs166:Oth male gen:-0.059 Diagnosis:9ccs127:COPD:-0.052 Diagnosis:9ccs222:Perint jaund:0.052 Lab:297275 STREP RAPID TEST (POCT):-0.044 Lab:321098 OCCULT BLOOD FECES - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:321098 OCCULT BLOOD FECES - Sunrise:1.000 Diagnosis:9ccs2619:e codes: other specified- nec:-0.204 Diagnosis:9ccs153:GI hemorrhag:0.190 Newborn Diagnosis:9ccs96:Hrt valve dx:0.124 Diagnosis:9ccs2603:E Codes: Fall:-0.097 Diagnosis:9ccs258:Other screen:-0.096 Diagnosis:9ccs134:Ot uppr resp:0.070 Diagnosis:10ccs58:Ot nutrit dx:-0.068 Diagnosis:9ccs4:Mycoses:0.068 Diagnosis:9ccs166:Oth male gen:-0.062 Vital: HC Percentile-avg16to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs96:Hrt valve dx:0.059 Diagnosis:9ccs122:Pneumonia:0.057 Diagnosis:9ccs128:Asthma:-0.053 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.051 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.051 Diagnosis:9ccs198:Ot infl skin:-0.049 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.040 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.040 Diagnosis:9ccs126:Ot up rsp in:-0.038 Diagnosis:9ccs135:Intest infct:-0.038 Diagnosis:9ccs231:Oth fracture | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs231:Oth fracture:1.000 Diagnosis:9ccs228:Fx skull fac:0.407 Diagnosis:9ccs229:Fx arm:0.332 Diagnosis:9ccs83:Epilepsy/cnv:0.119 Newborn Diagnosis:9ccs223:Birth trauma:0.103 Diagnosis:9ccs222:Perint jaund:0.067 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.051 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.051 Diagnosis:9ccs257:Ot aftercare:0.046 Diagnosis:9ccs7:Viral infect:0.045 Diagnosis:9ccs145:Int obstruct | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs145:Int obstruct:1.000 Lab:297275 STREP RAPID TEST (POCT):0.264 Diagnosis:9ccs89:Blindness:0.211 Diagnosis:9ccs243:Poisn nonmed:0.171 Diagnosis:9ccs163:Other GU dx:0.164 Diagnosis:9ccs250:Nausea/vomit:0.053 Newborn Diagnosis:9ccs219:Low birth wt:0.048 Diagnosis:9ccs253:Allergy:-0.041 Diagnosis:9ccs217:Ot cong anom:0.039 Lab:292495 LEAD LEVEL - Sunrise:-0.039 Diagnosis:9ccs6:Hepatitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs6:Hepatitis:1.000 Diagnosis:9ccs128:Asthma:0.071 Diagnosis:9ccs135:Intest infct:0.068 Diagnosis:9ccs125:Bronchitis:0.067 Diagnosis:9ccs159:UTI:0.064 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.054 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.054 Diagnosis:9ccs137:Mouth dx:0.053 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.038 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.038 Diagnosis:9ccs242:Poisn ot med | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs242:Poisn ot med:1.000 Diagnosis:9ccs188:Pelvic obstr:0.315 Lab:294199 BILIRUBIN SCAN - LMC:-0.266 Diagnosis:9ccs92:Otitis media:0.066 Number of Visits:0.062 Diagnosis:9ccs222:Perint jaund:0.061 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.056 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.056 Diagnosis:9ccs122:Pneumonia:0.052 Diagnosis:9ccs0:No DX:0.051 Diagnosis:9ccs214:GI cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs214:GI cong anom:1.000 Diagnosis:9ccs141:Ot dx stomch:0.148 Diagnosis:9ccs138:Esophgeal dx:0.106 Diagnosis:9ccs127:COPD:0.083 Diagnosis:9ccs217:Ot cong anom:0.075 Diagnosis:9ccs47:Ot bnign neo:0.074 Diagnosis:9ccs197:Skin infectn:0.060 Diagnosis:9ccs155:Other GI dx:0.052 Diagnosis:9ccs135:Intest infct:0.052 Diagnosis:9ccs133:Oth low resp:0.050 Diagnosis:9ccs61:Sickle cell | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs61:Sickle cell:1.000 Diagnosis:9ccs8:Oth infectns:0.105 Diagnosis:9ccs134:Ot uppr resp:0.066 Lab:297262 HEMOGLOBIN (HEMOCUE):0.060 Diagnosis:9ccs128:Asthma:0.058 Newborn Diagnosis:9ccs224:Ot perint dx:0.052 Diagnosis:9ccs215:gu cong anom:0.045 Diagnosis:9ccs7:Viral infect:-0.044 Newborn Diagnosis:9ccs219:Low birth wt:0.038 Diagnosis:9ccs259:Unclassified:0.035 Diagnosis:9ccs2619:e codes: other specified- nec | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs2619:e codes: other specified- nec:1.000 Diagnosis:9ccs258:Other screen:0.230 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.204 Diagnosis:10ccs58:Ot nutrit dx:0.164 Newborn Diagnosis:9ccs96:Hrt valve dx:0.148 Diagnosis:9ccs127:COPD:0.126 Number of Visits:0.118 Diagnosis:9ccs217:Ot cong anom:0.116 Diagnosis:9ccs2603:E Codes: Fall:0.114 Diagnosis:9ccs239:Superfic inj:0.105 Diagnosis:9ccs142:Appendicitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs142:Appendicitis:1.000 Diagnosis:9ccs159:UTI:0.120 Diagnosis:9ccs166:Oth male gen:0.102 Diagnosis:9ccs134:Ot uppr resp:0.074 Diagnosis:9ccs133:Oth low resp:0.059 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.051 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.051 Diagnosis:9ccs90:Eye infectn:0.041 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.030 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.030 Vital: BP-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs221:Resp distres:0.409 Diagnosis:9ccs123:Influenza:0.148 Diagnosis:9ccs247:Lymph enlarg:-0.139 Diagnosis:9ccs244:Other injury:-0.113 Diagnosis:9ccs0:No DX:-0.086 Diagnosis:9ccs259:Unclassified:-0.075 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.067 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.066 Diagnosis:9ccs91:Other eye dx:-0.066 Diagnosis:9ccs239:Superfic inj:-0.064 Diagnosis:9ccs228:Fx skull fac | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs228:Fx skull fac:1.000 Diagnosis:9ccs231:Oth fracture:0.407 Diagnosis:9ccs113:Late eff CVD:0.046 Diagnosis:9ccs257:Ot aftercare:0.038 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.037 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.037 Diagnosis:9ccs92:Otitis media:0.036 Diagnosis:9ccs253:Allergy:-0.033 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.032 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.032 Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs216:Nerv cong an:1.000 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.288 Newborn Diagnosis:9ccs133:Oth low resp:0.202 Newborn Diagnosis:9ccs216:Nerv cong an:0.164 Diagnosis:9ccs95:Oth nerv dx:0.156 Diagnosis:9ccs83:Epilepsy/cnv:0.115 Diagnosis:9ccs59:Anemia:0.108 Diagnosis:9ccs62:Coag/hemr dx:0.097 Diagnosis:9ccs74:Ot mentl cnd:0.078 Diagnosis:9ccs55:Fluid/elc dx:0.073 Diagnosis:9ccs51:Ot endo dsor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs51:Ot endo dsor:1.000 Diagnosis:9ccs243:Poisn nonmed:0.148 Newborn Diagnosis:9ccs215:gu cong anom:0.135 Diagnosis:9ccs143:Abdom hernia:0.114 Diagnosis:9ccs215:gu cong anom:0.101 Diagnosis:9ccs165:Inf male gen:0.065 Diagnosis:9ccs159:UTI:0.053 Diagnosis:9ccs155:Other GI dx:0.052 Diagnosis:9ccs138:Esophgeal dx:0.048 Number of Visits:0.035 Newborn Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs62:Coag/hemr dx:1.000 Newborn Diagnosis:9ccs216:Nerv cong an:0.577 Diagnosis:9ccs62:Coag/hemr dx:0.353 Diagnosis:9ccs216:Nerv cong an:0.288 Diagnosis:9ccs55:Fluid/elc dx:0.276 Newborn Diagnosis:9ccs213:Cardiac anom:0.257 Diagnosis:9ccs83:Epilepsy/cnv:0.212 Lab:295669 BILIRUBIN DIRECT - LMC:-0.188 Newborn Diagnosis:9ccs259:Unclassified:0.116 Lab:294203 BILIRUBIN TOTAL - LMC:-0.102 Diagnosis:9ccs181:Ot preg comp | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs181:Ot preg comp:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.083 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.082 Diagnosis:9ccs96:Hrt valve dx:0.076 Diagnosis:9ccs151:Oth liver dx:0.073 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.055 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.055 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.045 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.045 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.040 Diagnosis:9ccs98:HTN | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs98:HTN:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.139 Diagnosis:9ccs215:gu cong anom:0.106 Newborn Diagnosis:9ccs256:Exam/eval:0.097 Newborn Diagnosis:9ccs219:Low birth wt:0.095 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs239:Superfic inj:0.074 Newborn Diagnosis:9ccs222:Perint jaund:0.070 Diagnosis:9ccs74:Ot mentl cnd:0.066 Diagnosis:9ccs133:Oth low resp:0.059 Diagnosis:9ccs104:Oth heart dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs104:Oth heart dx:1.000 Newborn Diagnosis:9ccs213:Cardiac anom:0.257 Diagnosis:9ccs213:Cardiac anom:0.132 Newborn Diagnosis:9ccs219:Low birth wt:0.095 Diagnosis:9ccs259:Unclassified:0.089 Diagnosis:9ccs134:Ot uppr resp:0.074 Diagnosis:9ccs126:Ot up rsp in:-0.040 Number of Visits:-0.035 Diagnosis:9ccs257:Ot aftercare:0.027 Diagnosis:9ccs253:Allergy:-0.023 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:295490 17 HYDROXYPROGESTERONE - LMC:-1.000 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.307 Newborn Diagnosis:9ccs221:Resp distres:-0.197 Diagnosis:9ccs153:GI hemorrhag:0.155 Diagnosis:9ccs219:Low birth wt:0.130 Diagnosis:9ccs258:Other screen:-0.117 Diagnosis:9ccs215:gu cong anom:-0.079 Diagnosis:9ccs137:Mouth dx:-0.077 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.074 Lab:295490 17 HYDROXYPROGESTERONE - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:295490 17 HYDROXYPROGESTERONE - LMC:1.000 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:-1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):0.307 Newborn Diagnosis:9ccs221:Resp distres:0.197 Diagnosis:9ccs153:GI hemorrhag:-0.155 Diagnosis:9ccs219:Low birth wt:-0.130 Diagnosis:9ccs258:Other screen:0.117 Diagnosis:9ccs215:gu cong anom:0.079 Diagnosis:9ccs137:Mouth dx:0.077 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.074 Newborn Diagnosis:9ccs134:Ot uppr resp | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs134:Ot uppr resp:1.000 Diagnosis:9ccs258:Other screen:0.163 Diagnosis:9ccs137:Mouth dx:0.103 Diagnosis:9ccs136:Teeth dx:0.085 Diagnosis:9ccs91:Other eye dx:0.076 Diagnosis:9ccs239:Superfic inj:0.074 Diagnosis:9ccs94:Other ear dx:0.074 Diagnosis:9ccs113:Late eff CVD:0.073 Diagnosis:9ccs59:Anemia:0.070 Diagnosis:9ccs4:Mycoses:0.070 Newborn Diagnosis:9ccs166:Oth male gen | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs166:Oth male gen:1.000 Diagnosis:9ccs208:Acq foot def:0.377 Diagnosis:9ccs95:Oth nerv dx:0.142 Newborn Diagnosis:9ccs215:gu cong anom:0.139 Newborn Diagnosis:9ccs217:Ot cong anom:0.135 Diagnosis:9ccs256:Exam/eval:0.081 Diagnosis:9ccs94:Other ear dx:0.074 Diagnosis:9ccs134:Ot uppr resp:0.074 Diagnosis:9ccs222:Perint jaund:0.062 Diagnosis:9ccs7:Viral infect:0.026 Diagnosis:9ccs232:Sprain | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs232:Sprain:1.000 Lab:297280 GLUCOSE REAGENT STRIP:0.500 Diagnosis:9ccs246:FUO:0.315 Diagnosis:9ccs3:Oth bact inf:0.211 Diagnosis:9ccs240:Burns:0.152 Diagnosis:9ccs256:Exam/eval:0.114 Diagnosis:9ccs58:Ot nutrit dx:0.106 Diagnosis:9ccs159:UTI:0.081 Diagnosis:9ccs138:Esophgeal dx:0.075 Diagnosis:9ccs10:Immuniz/scrn:-0.071 Newborn Diagnosis:9ccs220:Birth asphyx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs220:Birth asphyx:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.099 Newborn Diagnosis:9ccs94:Other ear dx:-0.098 Diagnosis:9ccs257:Ot aftercare:0.027 Newborn Diagnosis:9ccs224:Ot perint dx:0.026 Diagnosis:9ccs92:Otitis media:0.026 Diagnosis:9ccs253:Allergy:-0.023 Diagnosis:9ccs7:Viral infect:-0.022 Diagnosis:9ccs200:Oth skin dx:-0.015 Diagnosis:9ccs125:Bronchitis:-0.015 Vital: BP-avg19to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs55:Fluid/elc dx:-0.124 Diagnosis:9ccs62:Coag/hemr dx:-0.115 Diagnosis:9ccs59:Anemia:0.095 Diagnosis:9ccs117:Ot circul dx:0.091 Diagnosis:9ccs136:Teeth dx:0.075 Diagnosis:9ccs259:Unclassified:-0.074 Diagnosis:9ccs74:Ot mentl cnd:0.061 Diagnosis:9ccs198:Ot infl skin:-0.054 Lab:295669 BILIRUBIN DIRECT - LMC:-0.053 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.051 Diagnosis:9ccs254:Rehab | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs254:Rehab:1.000 Diagnosis:9ccs219:Low birth wt:0.126 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.066 Newborn Diagnosis:9ccs219:Low birth wt:0.063 Diagnosis:9ccs259:Unclassified:0.059 Diagnosis:9ccs125:Bronchitis:0.055 Diagnosis:9ccs217:Ot cong anom:0.053 Diagnosis:9ccs256:Exam/eval:0.052 Diagnosis:9ccs113:Late eff CVD:0.046 Diagnosis:9ccs59:Anemia:0.044 Lab:292147 TSH - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Lab:292147 TSH - Sunrise:1.000 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.723 Newborn Diagnosis:9ccs221:Resp distres:-0.181 Diagnosis:9ccs48:Thyroid dsor:0.175 Newborn Diagnosis:9ccs213:Cardiac anom:-0.169 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.106 Diagnosis:9ccs95:Oth nerv dx:-0.095 Diagnosis:9ccs213:Cardiac anom:-0.088 Newborn Diagnosis:9ccs259:Unclassified:-0.079 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.068 Newborn Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs133:Oth low resp:1.000 Diagnosis:9ccs216:Nerv cong an:0.202 Diagnosis:9ccs95:Oth nerv dx:0.098 Diagnosis:9ccs244:Other injury:0.096 Diagnosis:9ccs138:Esophgeal dx:0.075 Diagnosis:9ccs166:Oth male gen:0.068 Newborn Diagnosis:9ccs219:Low birth wt:0.063 Diagnosis:9ccs96:Hrt valve dx:0.048 Diagnosis:9ccs94:Other ear dx:0.047 Diagnosis:9ccs122:Pneumonia:0.046 Diagnosis:9ccs162:Ot dx bladdr | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs162:Ot dx bladdr:1.000 Diagnosis:9ccs161:Ot dx kidney:0.154 Newborn Diagnosis:9ccs215:gu cong anom:0.139 Diagnosis:9ccs159:UTI:0.120 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs134:Ot uppr resp:0.074 Diagnosis:9ccs90:Eye infectn:0.041 Diagnosis:9ccs125:Bronchitis:0.039 Diagnosis:9ccs257:Ot aftercare:0.027 Newborn Diagnosis:9ccs224:Ot perint dx:0.026 Lab:294048 STOOL CULTURE - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:294048 STOOL CULTURE - LMC:1.000 Diagnosis:9ccs153:GI hemorrhag:0.178 Diagnosis:9ccs154:Gastroent:0.139 Diagnosis:9ccs147:Anal/rectal:0.120 Diagnosis:9ccs165:Inf male gen:-0.119 Lab:306617 OCCULT BLOOD TEST (FECAL):0.080 Diagnosis:9ccs256:Exam/eval:0.071 Diagnosis:9ccs134:Ot uppr resp:-0.066 Diagnosis:9ccs4:Mycoses:0.064 Diagnosis:9ccs74:Ot mentl cnd:-0.061 Vital: BP-avg16to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs256:Exam/eval:0.073 Diagnosis:9ccs136:Teeth dx:0.065 Diagnosis:9ccs217:Ot cong anom:0.063 Diagnosis:9ccs91:Other eye dx:0.059 Diagnosis:9ccs96:Hrt valve dx:-0.059 Diagnosis:9ccs151:Oth liver dx:0.057 Diagnosis:9ccs122:Pneumonia:-0.057 Lab:295669 BILIRUBIN DIRECT - LMC:-0.057 Diagnosis:9ccs59:Anemia:0.055 Diagnosis:9ccs74:Ot mentl cnd:0.053 Diagnosis:9ccs208:Acq foot def | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs208:Acq foot def:1.000 Newborn Diagnosis:9ccs166:Oth male gen:0.377 Diagnosis:9ccs259:Unclassified:0.056 Diagnosis:9ccs217:Ot cong anom:0.049 Diagnosis:9ccs256:Exam/eval:0.048 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.046 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.046 Diagnosis:9ccs95:Oth nerv dx:0.045 Newborn Diagnosis:9ccs215:gu cong anom:0.043 Newborn Diagnosis:9ccs217:Ot cong anom:0.042 Diagnosis:9ccs188:Pelvic obstr | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs188:Pelvic obstr:1.000 Diagnosis:9ccs242:Poisn ot med:0.315 Diagnosis:9ccs123:Influenza:0.184 Newborn Diagnosis:9ccs223:Birth trauma:0.184 Diagnosis:9ccs124:Tonsillitis:0.130 Diagnosis:9ccs137:Mouth dx:0.103 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.103 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.103 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.076 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.076 Vital: HC Percentile-avg5to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs259:Unclassified:0.077 Diagnosis:9ccs198:Ot infl skin:0.056 Diagnosis:9ccs127:COPD:-0.051 Diagnosis:9ccs155:Other GI dx:0.043 Diagnosis:9ccs135:Intest infct:0.043 Newborn Diagnosis:9ccs224:Ot perint dx:-0.038 Diagnosis:9ccs126:Ot up rsp in:-0.029 Diagnosis:9ccs7:Viral infect:0.026 Diagnosis:9ccs256:Exam/eval:-0.023 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:-0.020 Newborn Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs58:Ot nutrit dx:1.000 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.577 Newborn Diagnosis:9ccs221:Resp distres:0.276 Diagnosis:9ccs213:Cardiac anom:0.132 Diagnosis:9ccs143:Abdom hernia:0.119 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.099 Newborn Diagnosis:9ccs94:Other ear dx:-0.098 Newborn Diagnosis:9ccs256:Exam/eval:0.097 Newborn Diagnosis:9ccs219:Low birth wt:0.095 Diagnosis:9ccs259:Unclassified:0.089 Newborn Diagnosis:9ccs106:Dysrhythmia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs106:Dysrhythmia:1.000 Diagnosis:9ccs117:Ot circul dx:0.222 Diagnosis:9ccs113:Late eff CVD:0.073 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.051 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.051 Diagnosis:9ccs10:Immuniz/scrn:-0.050 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.049 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.049 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.047 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.047 Newborn Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs55:Fluid/elc dx:1.000 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.577 Newborn Diagnosis:9ccs161:Ot dx kidney:0.407 Diagnosis:9ccs163:Other GU dx:0.164 Newborn Diagnosis:9ccs221:Resp distres:0.157 Newborn Diagnosis:9ccs222:Perint jaund:0.121 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.111 Newborn Diagnosis:9ccs256:Exam/eval:0.109 Diagnosis:9ccs247:Lymph enlarg:0.096 Diagnosis:9ccs161:Ot dx kidney:0.085 MatDeliveryAge : 0.0264998480677 Vital : 0.755274655135 Number of Visits : 0.0188349817886 Census : 0.145148243013 Diagnosis : 0.045923864814 Newborn Diagnosis : 0.00771075299797 Lab : 0.000607654183165 Time to run analysis 0:22:20.874787 Total Time elapsed 5:28:57.898356 ----------------------------------------------------- boys no_min no_wt_bmi gradientboost regression Running batch 1 of 7 with 16 nodes Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.756, R^2 test: 0.049 Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.807, R^2 test: 0.058 Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.879, R^2 test: 0.011 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.974, Explained Variance Score Train: 0.760 AUC Validation: 0.659, Explained Variance Score Validation: 0.066 AUC Test: 0.556, Explained Variance Score Test: -0.048 Bootstrap CV 10, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.664, R^2 test: -0.093 Bootstrap CV 10, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.764, R^2 test: -0.105 Bootstrap CV 10, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.794, R^2 test: -0.108 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.965, Explained Variance Score Train: 0.759 AUC Validation: 0.578, Explained Variance Score Validation: -0.076 AUC Test: 0.596, Explained Variance Score Test: 0.016 Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.577, R^2 test: -0.107 Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.693, R^2 test: -0.125 Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.711, R^2 test: -0.114 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.980, Explained Variance Score Train: 0.673 AUC Validation: 0.558, Explained Variance Score Validation: -0.107 AUC Test: 0.533, Explained Variance Score Test: -0.043 Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.693, R^2 test: -0.063 Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.792, R^2 test: -0.056 Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.794, R^2 test: -0.062 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.978, Explained Variance Score Train: 0.726 AUC Validation: 0.444, Explained Variance Score Validation: -0.031 AUC Test: 0.594, Explained Variance Score Test: -0.008 Bootstrap CV 15, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.799, R^2 test: -0.146 Bootstrap CV 15, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.864, R^2 test: -0.110 Bootstrap CV 15, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.895, R^2 test: -0.184 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.985, Explained Variance Score Train: 0.788 AUC Validation: 0.442, Explained Variance Score Validation: -0.146 AUC Test: 0.542, Explained Variance Score Test: -0.046 Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.669, R^2 test: -0.113 Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.686, R^2 test: -0.115 Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.802, R^2 test: -0.136 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.935, Explained Variance Score Train: 0.612 AUC Validation: 0.587, Explained Variance Score Validation: -0.061 AUC Test: 0.539, Explained Variance Score Test: -0.047 Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.612, R^2 test: -0.024 Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.693, R^2 test: -0.013 Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.702, R^2 test: -0.052 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.990, Explained Variance Score Train: 0.679 AUC Validation: 0.604, Explained Variance Score Validation: -0.003 AUC Test: 0.543, Explained Variance Score Test: -0.025 Bootstrap CV 14, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.743, R^2 test: -0.152 Bootstrap CV 14, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.853, R^2 test: -0.193 Bootstrap CV 14, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.849, R^2 test: -0.185 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.687 AUC Validation: 0.489, Explained Variance Score Validation: -0.118 AUC Test: 0.585, Explained Variance Score Test: 0.013 Bootstrap CV 13, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.689, R^2 test: -0.081 Bootstrap CV 13, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.768, R^2 test: -0.111 Bootstrap CV 13, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.881, R^2 test: -0.104 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.986, Explained Variance Score Train: 0.681 AUC Validation: 0.486, Explained Variance Score Validation: -0.094 AUC Test: 0.535, Explained Variance Score Test: -0.085 Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.720, R^2 test: -0.117 Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.763, R^2 test: -0.250 Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.784, R^2 test: -0.086 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.987, Explained Variance Score Train: 0.626 AUC Validation: 0.654, Explained Variance Score Validation: 0.028 AUC Test: 0.615, Explained Variance Score Test: -0.008 Bootstrap CV 11, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.569, R^2 test: -0.077 Bootstrap CV 11, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.694, R^2 test: -0.117 Bootstrap CV 11, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.740, R^2 test: -0.042 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.964, Explained Variance Score Train: 0.572 AUC Validation: 0.505, Explained Variance Score Validation: -0.045 AUC Test: 0.525, Explained Variance Score Test: -0.002 Bootstrap CV 12, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.711, R^2 test: -0.049 Bootstrap CV 12, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.826, R^2 test: -0.071 Bootstrap CV 12, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.828, R^2 test: -0.050 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.986, Explained Variance Score Train: 0.809 AUC Validation: 0.469, Explained Variance Score Validation: -0.066 AUC Test: 0.629, Explained Variance Score Test: 0.036 Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.800, R^2 test: -0.090 Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.796, R^2 test: -0.100 Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.879, R^2 test: -0.073 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.986, Explained Variance Score Train: 0.842 AUC Validation: 0.539, Explained Variance Score Validation: -0.068 AUC Test: 0.526, Explained Variance Score Test: -0.018 Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.680, R^2 test: -0.047 Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.747, R^2 test: -0.045 Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.774, R^2 test: -0.045 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.981, Explained Variance Score Train: 0.834 AUC Validation: 0.591, Explained Variance Score Validation: -0.027 AUC Test: 0.531, Explained Variance Score Test: -0.075 Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.685, R^2 test: -0.170 Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.790, R^2 test: -0.185 Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.797, R^2 test: -0.142 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.967, Explained Variance Score Train: 0.791 AUC Validation: 0.453, Explained Variance Score Validation: -0.163 AUC Test: 0.606, Explained Variance Score Test: 0.006 Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.657, R^2 test: 0.010 Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.812, R^2 test: 0.063 Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.836, R^2 test: 0.080 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.980, Explained Variance Score Train: 0.832 AUC Validation: 0.584, Explained Variance Score Validation: 0.120 AUC Test: 0.624, Explained Variance Score Test: 0.025 Running batch 2 of 7 with 16 nodes Bootstrap CV 21, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.706, R^2 test: -0.059 Bootstrap CV 21, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.780, R^2 test: -0.063 Bootstrap CV 21, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.797, R^2 test: -0.051 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.974, Explained Variance Score Train: 0.713 AUC Validation: 0.593, Explained Variance Score Validation: -0.017 AUC Test: 0.608, Explained Variance Score Test: -0.003 Bootstrap CV 23, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.736, R^2 test: -0.113 Bootstrap CV 23, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.776, R^2 test: -0.119 Bootstrap CV 23, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.833, R^2 test: -0.160 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.965, Explained Variance Score Train: 0.709 AUC Validation: 0.511, Explained Variance Score Validation: -0.108 AUC Test: 0.602, Explained Variance Score Test: 0.019 Bootstrap CV 24, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.675, R^2 test: -0.013 Bootstrap CV 24, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.830, R^2 test: 0.020 Bootstrap CV 24, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.792, R^2 test: -0.032 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.725 AUC Validation: 0.596, Explained Variance Score Validation: -0.013 AUC Test: 0.591, Explained Variance Score Test: -0.046 Bootstrap CV 17, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.422, R^2 test: -0.133 Bootstrap CV 17, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.488, R^2 test: -0.104 Bootstrap CV 17, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.600, R^2 test: -0.071 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.941, Explained Variance Score Train: 0.490 AUC Validation: 0.488, Explained Variance Score Validation: 0.006 AUC Test: 0.471, Explained Variance Score Test: -0.031 Bootstrap CV 26, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.777, R^2 test: -0.048 Bootstrap CV 26, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.851, R^2 test: -0.113 Bootstrap CV 26, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.877, R^2 test: -0.085 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.987, Explained Variance Score Train: 0.842 AUC Validation: 0.540, Explained Variance Score Validation: -0.091 AUC Test: 0.542, Explained Variance Score Test: -0.035 Bootstrap CV 18, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.616, R^2 test: -0.014 Bootstrap CV 18, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.697, R^2 test: -0.017 Bootstrap CV 18, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.730, R^2 test: -0.093 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.615 AUC Validation: 0.539, Explained Variance Score Validation: -0.007 AUC Test: 0.551, Explained Variance Score Test: -0.016 Bootstrap CV 30, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.596, R^2 test: -0.147 Bootstrap CV 30, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.635, R^2 test: -0.151 Bootstrap CV 30, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.654, R^2 test: -0.127 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.980, Explained Variance Score Train: 0.676 AUC Validation: 0.557, Explained Variance Score Validation: -0.056 AUC Test: 0.501, Explained Variance Score Test: -0.052 Bootstrap CV 19, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.629, R^2 test: -0.100 Bootstrap CV 19, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.716, R^2 test: -0.126 Bootstrap CV 19, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.765, R^2 test: -0.152 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.958, Explained Variance Score Train: 0.628 AUC Validation: 0.534, Explained Variance Score Validation: -0.062 AUC Test: 0.560, Explained Variance Score Test: 0.001 Bootstrap CV 22, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.720, R^2 test: 0.024 Bootstrap CV 22, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.710, R^2 test: 0.065 Bootstrap CV 22, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.831, R^2 test: 0.052 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.986, Explained Variance Score Train: 0.740 AUC Validation: 0.517, Explained Variance Score Validation: 0.021 AUC Test: 0.576, Explained Variance Score Test: -0.007 Bootstrap CV 16, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.739, R^2 test: -0.128 Bootstrap CV 16, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.814, R^2 test: -0.110 Bootstrap CV 16, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.867, R^2 test: -0.164 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.974, Explained Variance Score Train: 0.754 AUC Validation: 0.433, Explained Variance Score Validation: -0.122 AUC Test: 0.596, Explained Variance Score Test: -0.011 Bootstrap CV 20, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.730, R^2 test: -0.046 Bootstrap CV 20, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.833, R^2 test: -0.045 Bootstrap CV 20, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.873, R^2 test: -0.013 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.990, Explained Variance Score Train: 0.761 AUC Validation: 0.551, Explained Variance Score Validation: 0.000 AUC Test: 0.499, Explained Variance Score Test: -0.046 Bootstrap CV 28, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.704, R^2 test: -0.079 Bootstrap CV 28, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.761, R^2 test: -0.050 Bootstrap CV 28, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.786, R^2 test: -0.040 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.977, Explained Variance Score Train: 0.718 AUC Validation: 0.534, Explained Variance Score Validation: -0.024 AUC Test: 0.573, Explained Variance Score Test: -0.017 Bootstrap CV 25, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.632, R^2 test: -0.114 Bootstrap CV 25, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.657, R^2 test: -0.099 Bootstrap CV 25, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.713, R^2 test: -0.130 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.965, Explained Variance Score Train: 0.732 AUC Validation: 0.557, Explained Variance Score Validation: -0.077 AUC Test: 0.570, Explained Variance Score Test: -0.036 Bootstrap CV 27, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.650, R^2 test: -0.108 Bootstrap CV 27, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.731, R^2 test: -0.102 Bootstrap CV 27, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.778, R^2 test: -0.083 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.731 AUC Validation: 0.581, Explained Variance Score Validation: 0.023 AUC Test: 0.605, Explained Variance Score Test: 0.001 Bootstrap CV 29, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.636, R^2 test: -0.127 Bootstrap CV 29, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.711, R^2 test: -0.110 Bootstrap CV 29, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.717, R^2 test: -0.137 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.973, Explained Variance Score Train: 0.758 AUC Validation: 0.486, Explained Variance Score Validation: -0.090 AUC Test: 0.542, Explained Variance Score Test: -0.027 Bootstrap CV 31, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.569, R^2 test: -0.038 Bootstrap CV 31, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.718, R^2 test: -0.029 Bootstrap CV 31, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.690, R^2 test: 0.003 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.985, Explained Variance Score Train: 0.700 AUC Validation: 0.566, Explained Variance Score Validation: -0.005 AUC Test: 0.590, Explained Variance Score Test: 0.008 Running batch 3 of 7 with 16 nodes Bootstrap CV 38, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.646, R^2 test: -0.028 Bootstrap CV 38, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.747, R^2 test: -0.030 Bootstrap CV 38, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.748, R^2 test: -0.031 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.951, Explained Variance Score Train: 0.639 AUC Validation: 0.493, Explained Variance Score Validation: 0.001 AUC Test: 0.571, Explained Variance Score Test: 0.000 Bootstrap CV 42, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.542, R^2 test: -0.051 Bootstrap CV 42, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.646, R^2 test: -0.020 Bootstrap CV 42, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.731, R^2 test: -0.061 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.983, Explained Variance Score Train: 0.654 AUC Validation: 0.515, Explained Variance Score Validation: -0.002 AUC Test: 0.517, Explained Variance Score Test: -0.048 Bootstrap CV 36, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.700, R^2 test: -0.053 Bootstrap CV 36, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.781, R^2 test: -0.035 Bootstrap CV 36, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.879, R^2 test: -0.004 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.961, Explained Variance Score Train: 0.699 AUC Validation: 0.593, Explained Variance Score Validation: -0.016 AUC Test: 0.544, Explained Variance Score Test: -0.059 Bootstrap CV 40, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.575, R^2 test: -0.092 Bootstrap CV 40, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.682, R^2 test: -0.079 Bootstrap CV 40, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.805, R^2 test: -0.094 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.955, Explained Variance Score Train: 0.684 AUC Validation: 0.545, Explained Variance Score Validation: -0.043 AUC Test: 0.541, Explained Variance Score Test: -0.043 Bootstrap CV 33, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.632, R^2 test: -0.081 Bootstrap CV 33, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.845, R^2 test: -0.062 Bootstrap CV 33, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.818, R^2 test: -0.043 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.992, Explained Variance Score Train: 0.765 AUC Validation: 0.665, Explained Variance Score Validation: -0.049 AUC Test: 0.542, Explained Variance Score Test: -0.009 Bootstrap CV 41, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.536, R^2 test: -0.090 Bootstrap CV 41, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.644, R^2 test: -0.095 Bootstrap CV 41, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.702, R^2 test: -0.097 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.965, Explained Variance Score Train: 0.599 AUC Validation: 0.551, Explained Variance Score Validation: -0.030 AUC Test: 0.617, Explained Variance Score Test: 0.040 Bootstrap CV 37, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.725, R^2 test: -0.092 Bootstrap CV 37, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.762, R^2 test: -0.091 Bootstrap CV 37, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.798, R^2 test: -0.074 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.962, Explained Variance Score Train: 0.746 AUC Validation: 0.475, Explained Variance Score Validation: -0.078 AUC Test: 0.621, Explained Variance Score Test: 0.045 Bootstrap CV 44, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.661, R^2 test: -0.192 Bootstrap CV 44, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.765, R^2 test: -0.209 Bootstrap CV 44, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.847, R^2 test: -0.211 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.939, Explained Variance Score Train: 0.650 AUC Validation: 0.469, Explained Variance Score Validation: -0.061 AUC Test: 0.565, Explained Variance Score Test: -0.001 Bootstrap CV 45, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.732, R^2 test: 0.011 Bootstrap CV 45, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.796, R^2 test: -0.031 Bootstrap CV 45, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.904, R^2 test: -0.053 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.987, Explained Variance Score Train: 0.793 AUC Validation: 0.443, Explained Variance Score Validation: -0.046 AUC Test: 0.541, Explained Variance Score Test: -0.046 Bootstrap CV 32, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.623, R^2 test: -0.079 Bootstrap CV 32, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.742, R^2 test: -0.114 Bootstrap CV 32, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.802, R^2 test: -0.050 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.960, Explained Variance Score Train: 0.634 AUC Validation: 0.498, Explained Variance Score Validation: -0.061 AUC Test: 0.543, Explained Variance Score Test: -0.017 Bootstrap CV 47, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.583, R^2 test: -0.025 Bootstrap CV 47, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.688, R^2 test: -0.043 Bootstrap CV 47, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.744, R^2 test: -0.018 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.981, Explained Variance Score Train: 0.643 AUC Validation: 0.433, Explained Variance Score Validation: -0.043 AUC Test: 0.561, Explained Variance Score Test: -0.038 Bootstrap CV 39, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.671, R^2 test: -0.075 Bootstrap CV 39, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.780, R^2 test: -0.085 Bootstrap CV 39, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.843, R^2 test: -0.081 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.965, Explained Variance Score Train: 0.715 AUC Validation: 0.653, Explained Variance Score Validation: -0.003 AUC Test: 0.632, Explained Variance Score Test: 0.026 Bootstrap CV 43, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.559, R^2 test: 0.014 Bootstrap CV 43, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.757, R^2 test: 0.014 Bootstrap CV 43, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.732, R^2 test: 0.010 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.986, Explained Variance Score Train: 0.793 AUC Validation: 0.577, Explained Variance Score Validation: 0.037 AUC Test: 0.633, Explained Variance Score Test: 0.034 Bootstrap CV 34, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.746, R^2 test: -0.015 Bootstrap CV 34, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.834, R^2 test: -0.006 Bootstrap CV 34, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.830, R^2 test: -0.050 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.988, Explained Variance Score Train: 0.830 AUC Validation: 0.533, Explained Variance Score Validation: -0.086 AUC Test: 0.528, Explained Variance Score Test: -0.054 Bootstrap CV 35, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.707, R^2 test: -0.084 Bootstrap CV 35, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.760, R^2 test: -0.099 Bootstrap CV 35, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.779, R^2 test: -0.075 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.979, Explained Variance Score Train: 0.841 AUC Validation: 0.611, Explained Variance Score Validation: -0.112 AUC Test: 0.624, Explained Variance Score Test: -0.007 Bootstrap CV 46, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.749, R^2 test: 0.004 Bootstrap CV 46, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.887, R^2 test: -0.035 Bootstrap CV 46, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.867, R^2 test: -0.004 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.982, Explained Variance Score Train: 0.898 AUC Validation: 0.545, Explained Variance Score Validation: -0.002 AUC Test: 0.589, Explained Variance Score Test: -0.019 Running batch 4 of 7 with 16 nodes Bootstrap CV 57, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.723, R^2 test: 0.007 Bootstrap CV 57, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.796, R^2 test: 0.009 Bootstrap CV 57, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.888, R^2 test: 0.004 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.761 AUC Validation: 0.581, Explained Variance Score Validation: 0.019 AUC Test: 0.509, Explained Variance Score Test: -0.111 Bootstrap CV 54, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.671, R^2 test: 0.040 Bootstrap CV 54, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.743, R^2 test: 0.070 Bootstrap CV 54, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.836, R^2 test: 0.087 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.710 AUC Validation: 0.616, Explained Variance Score Validation: 0.043 AUC Test: 0.573, Explained Variance Score Test: 0.016 Bootstrap CV 50, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.697, R^2 test: 0.018 Bootstrap CV 50, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.793, R^2 test: -0.060 Bootstrap CV 50, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.816, R^2 test: -0.036 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.968, Explained Variance Score Train: 0.722 AUC Validation: 0.594, Explained Variance Score Validation: 0.032 AUC Test: 0.569, Explained Variance Score Test: 0.000 Bootstrap CV 52, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.663, R^2 test: -0.046 Bootstrap CV 52, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.720, R^2 test: -0.135 Bootstrap CV 52, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.789, R^2 test: -0.071 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.989, Explained Variance Score Train: 0.643 AUC Validation: 0.532, Explained Variance Score Validation: -0.055 AUC Test: 0.597, Explained Variance Score Test: 0.026 Bootstrap CV 61, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.507, R^2 test: -0.015 Bootstrap CV 61, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.655, R^2 test: 0.010 Bootstrap CV 61, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.651, R^2 test: -0.008 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.958, Explained Variance Score Train: 0.560 AUC Validation: 0.612, Explained Variance Score Validation: -0.039 AUC Test: 0.536, Explained Variance Score Test: -0.047 Bootstrap CV 49, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.547, R^2 test: 0.019 Bootstrap CV 49, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.641, R^2 test: -0.015 Bootstrap CV 49, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.650, R^2 test: 0.020 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.970, Explained Variance Score Train: 0.590 AUC Validation: 0.547, Explained Variance Score Validation: 0.027 AUC Test: 0.583, Explained Variance Score Test: 0.013 Bootstrap CV 55, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.693, R^2 test: -0.188 Bootstrap CV 55, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.841, R^2 test: -0.238 Bootstrap CV 55, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.841, R^2 test: -0.169 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.713 AUC Validation: 0.540, Explained Variance Score Validation: -0.064 AUC Test: 0.624, Explained Variance Score Test: 0.040 Bootstrap CV 53, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.633, R^2 test: 0.032 Bootstrap CV 53, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.705, R^2 test: 0.011 Bootstrap CV 53, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.789, R^2 test: -0.024 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.962, Explained Variance Score Train: 0.659 AUC Validation: 0.520, Explained Variance Score Validation: 0.039 AUC Test: 0.591, Explained Variance Score Test: -0.001 Bootstrap CV 58, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.640, R^2 test: -0.108 Bootstrap CV 58, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.816, R^2 test: -0.526 Bootstrap CV 58, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.829, R^2 test: -0.476 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.986, Explained Variance Score Train: 0.710 AUC Validation: 0.517, Explained Variance Score Validation: -0.107 AUC Test: 0.680, Explained Variance Score Test: 0.080 Bootstrap CV 62, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.666, R^2 test: -0.048 Bootstrap CV 62, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.767, R^2 test: -0.071 Bootstrap CV 62, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.837, R^2 test: -0.067 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.977, Explained Variance Score Train: 0.680 AUC Validation: 0.572, Explained Variance Score Validation: -0.028 AUC Test: 0.587, Explained Variance Score Test: -0.016 Bootstrap CV 59, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.704, R^2 test: -0.078 Bootstrap CV 59, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.785, R^2 test: -0.081 Bootstrap CV 59, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.862, R^2 test: -0.103 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.792 AUC Validation: 0.475, Explained Variance Score Validation: -0.077 AUC Test: 0.615, Explained Variance Score Test: -0.037 Bootstrap CV 60, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.680, R^2 test: 0.060 Bootstrap CV 60, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.759, R^2 test: 0.022 Bootstrap CV 60, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.826, R^2 test: -0.031 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.983, Explained Variance Score Train: 0.708 AUC Validation: 0.559, Explained Variance Score Validation: 0.071 AUC Test: 0.612, Explained Variance Score Test: -0.014 Bootstrap CV 48, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.639, R^2 test: -0.184 Bootstrap CV 48, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.675, R^2 test: -0.213 Bootstrap CV 48, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.721, R^2 test: -0.147 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.979, Explained Variance Score Train: 0.722 AUC Validation: 0.412, Explained Variance Score Validation: -0.199 AUC Test: 0.573, Explained Variance Score Test: -0.014 Bootstrap CV 51, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.755, R^2 test: -0.003 Bootstrap CV 51, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.849, R^2 test: -0.044 Bootstrap CV 51, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.879, R^2 test: -0.006 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.983, Explained Variance Score Train: 0.805 AUC Validation: 0.578, Explained Variance Score Validation: -0.022 AUC Test: 0.540, Explained Variance Score Test: -0.028 Bootstrap CV 63, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.505, R^2 test: -0.001 Bootstrap CV 63, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.603, R^2 test: -0.021 Bootstrap CV 63, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.608, R^2 test: 0.013 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.632 AUC Validation: 0.521, Explained Variance Score Validation: -0.012 AUC Test: 0.609, Explained Variance Score Test: 0.041 Bootstrap CV 56, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.653, R^2 test: -0.084 Bootstrap CV 56, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.817, R^2 test: -0.208 Bootstrap CV 56, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.780, R^2 test: -0.110 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.993, Explained Variance Score Train: 0.804 AUC Validation: 0.500, Explained Variance Score Validation: -0.091 AUC Test: 0.495, Explained Variance Score Test: -0.075 Running batch 5 of 7 with 16 nodes Bootstrap CV 78, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.639, R^2 test: -0.035 Bootstrap CV 78, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.805, R^2 test: -0.069 Bootstrap CV 78, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.816, R^2 test: -0.009 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.986, Explained Variance Score Train: 0.691 AUC Validation: 0.462, Explained Variance Score Validation: -0.034 AUC Test: 0.540, Explained Variance Score Test: -0.023 Bootstrap CV 79, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.691, R^2 test: -0.023 Bootstrap CV 79, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.761, R^2 test: -0.010 Bootstrap CV 79, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.858, R^2 test: -0.059 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.984, Explained Variance Score Train: 0.689 AUC Validation: 0.564, Explained Variance Score Validation: 0.008 AUC Test: 0.566, Explained Variance Score Test: -0.022 Bootstrap CV 65, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.557, R^2 test: -0.101 Bootstrap CV 65, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.725, R^2 test: -0.093 Bootstrap CV 65, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.791, R^2 test: -0.104 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.963, Explained Variance Score Train: 0.614 AUC Validation: 0.536, Explained Variance Score Validation: -0.024 AUC Test: 0.556, Explained Variance Score Test: -0.013 Bootstrap CV 70, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.567, R^2 test: -0.046 Bootstrap CV 70, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.688, R^2 test: -0.031 Bootstrap CV 70, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.748, R^2 test: -0.070 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.953, Explained Variance Score Train: 0.571 AUC Validation: 0.522, Explained Variance Score Validation: -0.054 AUC Test: 0.565, Explained Variance Score Test: 0.004 Bootstrap CV 68, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.740, R^2 test: -0.074 Bootstrap CV 68, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.838, R^2 test: -0.047 Bootstrap CV 68, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.791, R^2 test: -0.060 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.986, Explained Variance Score Train: 0.824 AUC Validation: 0.612, Explained Variance Score Validation: -0.040 AUC Test: 0.553, Explained Variance Score Test: -0.022 Bootstrap CV 76, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.527, R^2 test: -0.102 Bootstrap CV 76, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.698, R^2 test: -0.153 Bootstrap CV 76, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.707, R^2 test: -0.101 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.966, Explained Variance Score Train: 0.593 AUC Validation: 0.461, Explained Variance Score Validation: -0.073 AUC Test: 0.528, Explained Variance Score Test: -0.018 Bootstrap CV 73, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.585, R^2 test: -0.109 Bootstrap CV 73, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.707, R^2 test: -0.125 Bootstrap CV 73, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.711, R^2 test: -0.158 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.967, Explained Variance Score Train: 0.634 AUC Validation: 0.461, Explained Variance Score Validation: -0.099 AUC Test: 0.508, Explained Variance Score Test: -0.039 Bootstrap CV 69, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.790, R^2 test: -0.115 Bootstrap CV 69, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.849, R^2 test: -0.118 Bootstrap CV 69, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.926, R^2 test: -0.150 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.825 AUC Validation: 0.405, Explained Variance Score Validation: -0.151 AUC Test: 0.569, Explained Variance Score Test: -0.017 Bootstrap CV 77, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.799, R^2 test: -0.104 Bootstrap CV 77, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.864, R^2 test: -0.136 Bootstrap CV 77, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.884, R^2 test: -0.069 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.972, Explained Variance Score Train: 0.808 AUC Validation: 0.523, Explained Variance Score Validation: -0.038 AUC Test: 0.541, Explained Variance Score Test: -0.044 Bootstrap CV 67, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.679, R^2 test: -0.019 Bootstrap CV 67, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.685, R^2 test: -0.027 Bootstrap CV 67, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.839, R^2 test: -0.034 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.985, Explained Variance Score Train: 0.766 AUC Validation: 0.524, Explained Variance Score Validation: -0.026 AUC Test: 0.577, Explained Variance Score Test: -0.030 Bootstrap CV 64, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.678, R^2 test: -0.077 Bootstrap CV 64, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.731, R^2 test: -0.102 Bootstrap CV 64, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.809, R^2 test: -0.062 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.992, Explained Variance Score Train: 0.784 AUC Validation: 0.544, Explained Variance Score Validation: -0.047 AUC Test: 0.584, Explained Variance Score Test: -0.033 Bootstrap CV 72, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.680, R^2 test: -0.027 Bootstrap CV 72, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.732, R^2 test: -0.064 Bootstrap CV 72, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.807, R^2 test: -0.004 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.992, Explained Variance Score Train: 0.731 AUC Validation: 0.515, Explained Variance Score Validation: -0.055 AUC Test: 0.568, Explained Variance Score Test: -0.031 Bootstrap CV 66, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.711, R^2 test: -0.109 Bootstrap CV 66, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.809, R^2 test: -0.119 Bootstrap CV 66, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.907, R^2 test: -0.144 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.986, Explained Variance Score Train: 0.819 AUC Validation: 0.572, Explained Variance Score Validation: -0.112 AUC Test: 0.562, Explained Variance Score Test: -0.014 Bootstrap CV 74, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.766, R^2 test: -0.026 Bootstrap CV 74, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.811, R^2 test: -0.056 Bootstrap CV 74, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.872, R^2 test: -0.036 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.978, Explained Variance Score Train: 0.856 AUC Validation: 0.630, Explained Variance Score Validation: 0.018 AUC Test: 0.630, Explained Variance Score Test: 0.026 Bootstrap CV 71, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.699, R^2 test: -0.040 Bootstrap CV 71, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.791, R^2 test: -0.058 Bootstrap CV 71, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.780, R^2 test: -0.033 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.993, Explained Variance Score Train: 0.885 AUC Validation: 0.582, Explained Variance Score Validation: -0.013 AUC Test: 0.537, Explained Variance Score Test: -0.033 Bootstrap CV 75, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.741, R^2 test: 0.106 Bootstrap CV 75, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.784, R^2 test: 0.078 Bootstrap CV 75, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.848, R^2 test: 0.050 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.986, Explained Variance Score Train: 0.823 AUC Validation: 0.659, Explained Variance Score Validation: 0.101 AUC Test: 0.557, Explained Variance Score Test: -0.070 Running batch 6 of 7 with 16 nodes Bootstrap CV 88, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.740, R^2 test: -0.071 Bootstrap CV 88, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.847, R^2 test: -0.100 Bootstrap CV 88, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.841, R^2 test: -0.179 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.987, Explained Variance Score Train: 0.742 AUC Validation: 0.482, Explained Variance Score Validation: -0.082 AUC Test: 0.526, Explained Variance Score Test: -0.040 Bootstrap CV 81, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.567, R^2 test: -0.013 Bootstrap CV 81, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.645, R^2 test: -0.008 Bootstrap CV 81, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.649, R^2 test: -0.042 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.906, Explained Variance Score Train: 0.579 AUC Validation: 0.637, Explained Variance Score Validation: 0.021 AUC Test: 0.589, Explained Variance Score Test: 0.049 Bootstrap CV 86, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.563, R^2 test: 0.061 Bootstrap CV 86, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.777, R^2 test: -0.053 Bootstrap CV 86, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.802, R^2 test: -0.093 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.980, Explained Variance Score Train: 0.737 AUC Validation: 0.643, Explained Variance Score Validation: 0.007 AUC Test: 0.584, Explained Variance Score Test: -0.000 Bootstrap CV 84, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.662, R^2 test: -0.182 Bootstrap CV 84, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.703, R^2 test: -0.109 Bootstrap CV 84, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.761, R^2 test: -0.170 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.987, Explained Variance Score Train: 0.685 AUC Validation: 0.498, Explained Variance Score Validation: -0.162 AUC Test: 0.593, Explained Variance Score Test: -0.005 Bootstrap CV 85, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.713, R^2 test: -0.127 Bootstrap CV 85, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.807, R^2 test: -0.126 Bootstrap CV 85, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.796, R^2 test: -0.104 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.976, Explained Variance Score Train: 0.659 AUC Validation: 0.483, Explained Variance Score Validation: -0.089 AUC Test: 0.596, Explained Variance Score Test: 0.024 Bootstrap CV 90, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.578, R^2 test: -0.094 Bootstrap CV 90, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.787, R^2 test: -0.069 Bootstrap CV 90, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.800, R^2 test: -0.027 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.729 AUC Validation: 0.598, Explained Variance Score Validation: -0.005 AUC Test: 0.560, Explained Variance Score Test: -0.026 Bootstrap CV 87, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.729, R^2 test: -0.074 Bootstrap CV 87, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.812, R^2 test: -0.105 Bootstrap CV 87, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.855, R^2 test: -0.124 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.963, Explained Variance Score Train: 0.753 AUC Validation: 0.618, Explained Variance Score Validation: -0.065 AUC Test: 0.581, Explained Variance Score Test: -0.005 Bootstrap CV 95, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.858, R^2 test: 0.018 Bootstrap CV 95, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.913, R^2 test: 0.053 Bootstrap CV 95, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.889, R^2 test: 0.026 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.983, Explained Variance Score Train: 0.855 AUC Validation: 0.649, Explained Variance Score Validation: 0.028 AUC Test: 0.593, Explained Variance Score Test: 0.004 Bootstrap CV 80, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.655, R^2 test: -0.091 Bootstrap CV 80, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.705, R^2 test: -0.102 Bootstrap CV 80, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.732, R^2 test: -0.048 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.963, Explained Variance Score Train: 0.728 AUC Validation: 0.458, Explained Variance Score Validation: -0.074 AUC Test: 0.524, Explained Variance Score Test: -0.088 Bootstrap CV 94, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.506, R^2 test: -0.038 Bootstrap CV 94, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.542, R^2 test: -0.035 Bootstrap CV 94, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.682, R^2 test: -0.030 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.948, Explained Variance Score Train: 0.589 AUC Validation: 0.514, Explained Variance Score Validation: -0.029 AUC Test: 0.458, Explained Variance Score Test: -0.064 Bootstrap CV 83, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.719, R^2 test: -0.054 Bootstrap CV 83, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.792, R^2 test: -0.066 Bootstrap CV 83, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.864, R^2 test: -0.065 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.983, Explained Variance Score Train: 0.852 AUC Validation: 0.580, Explained Variance Score Validation: 0.027 AUC Test: 0.528, Explained Variance Score Test: -0.024 Bootstrap CV 93, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.605, R^2 test: 0.027 Bootstrap CV 93, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.684, R^2 test: -0.002 Bootstrap CV 93, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.761, R^2 test: 0.008 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.987, Explained Variance Score Train: 0.664 AUC Validation: 0.642, Explained Variance Score Validation: 0.041 AUC Test: 0.612, Explained Variance Score Test: 0.020 Bootstrap CV 89, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.695, R^2 test: -0.045 Bootstrap CV 89, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.767, R^2 test: -0.050 Bootstrap CV 89, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.790, R^2 test: -0.097 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.954, Explained Variance Score Train: 0.733 AUC Validation: 0.475, Explained Variance Score Validation: -0.008 AUC Test: 0.554, Explained Variance Score Test: 0.003 Bootstrap CV 82, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.639, R^2 test: -0.028 Bootstrap CV 82, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.807, R^2 test: -0.029 Bootstrap CV 82, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.845, R^2 test: -0.049 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.986, Explained Variance Score Train: 0.839 AUC Validation: 0.528, Explained Variance Score Validation: -0.014 AUC Test: 0.571, Explained Variance Score Test: -0.044 Bootstrap CV 91, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.754, R^2 test: -0.067 Bootstrap CV 91, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.800, R^2 test: -0.043 Bootstrap CV 91, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.815, R^2 test: -0.047 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.994, Explained Variance Score Train: 0.813 AUC Validation: 0.502, Explained Variance Score Validation: -0.036 AUC Test: 0.570, Explained Variance Score Test: 0.018 Bootstrap CV 92, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.695, R^2 test: -0.113 Bootstrap CV 92, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.781, R^2 test: -0.165 Bootstrap CV 92, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.801, R^2 test: -0.134 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 1.000, Explained Variance Score Train: 0.795 AUC Validation: 0.582, Explained Variance Score Validation: -0.083 AUC Test: 0.586, Explained Variance Score Test: -0.063 Running batch 7 of 7 with 4 nodes Bootstrap CV 99, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.639, R^2 test: -0.069 Bootstrap CV 99, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.674, R^2 test: -0.044 Bootstrap CV 99, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.741, R^2 test: -0.032 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.955, Explained Variance Score Train: 0.604 AUC Validation: 0.460, Explained Variance Score Validation: -0.058 AUC Test: 0.515, Explained Variance Score Test: -0.038 Bootstrap CV 97, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.730, R^2 test: -0.037 Bootstrap CV 97, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.824, R^2 test: -0.041 Bootstrap CV 97, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.903, R^2 test: -0.078 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.965, Explained Variance Score Train: 0.697 AUC Validation: 0.503, Explained Variance Score Validation: -0.031 AUC Test: 0.574, Explained Variance Score Test: 0.001 Bootstrap CV 98, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.754, R^2 test: 0.059 Bootstrap CV 98, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.830, R^2 test: 0.086 Bootstrap CV 98, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.836, R^2 test: 0.069 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.959, Explained Variance Score Train: 0.762 AUC Validation: 0.635, Explained Variance Score Validation: 0.107 AUC Test: 0.603, Explained Variance Score Test: -0.071 Bootstrap CV 96, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.755, R^2 test: -0.138 Bootstrap CV 96, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.832, R^2 test: -0.139 Bootstrap CV 96, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.864, R^2 test: -0.132 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.988, Explained Variance Score Train: 0.840 AUC Validation: 0.461, Explained Variance Score Validation: -0.088 AUC Test: 0.600, Explained Variance Score Test: 0.003 total Variables 1918 and total subjects: 1751 ->AUC validation: 0.540 95% CI: [0.528 , 0.552] ->AUC test: 0.568 95% CI: [0.560 , 0.575] ->R^2 validation: -0.037 95% CI: [-0.048 , -0.026] ->R^2 test: -0.017 95% CI: [-0.023 , -0.010] ->Explained Variance validation: -0.061 95% CI: [-0.074 , -0.049] ->Explained Variance test: -0.037 95% CI: [-0.044 , -0.030] Test set metrics: @threshold:1.262, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:0.262, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:0.103, sens:0.000, spec:0.981, ppv:0.000, acc:0.749, f1:0.000, mcc:-0.016, total+:5, total-:345 @threshold:0.102, sens:0.000, spec:0.978, ppv:0.000, acc:0.746, f1:0.000, mcc:-0.014, total+:6, total-:344 @threshold:-0.024, sens:0.012, spec:0.929, ppv:0.050, acc:0.711, f1:0.019, mcc:-0.007, total+:20, total-:330 @threshold:-0.032, sens:0.012, spec:0.925, ppv:0.048, acc:0.709, f1:0.019, mcc:-0.007, total+:21, total-:329 @threshold:-0.041, sens:0.024, spec:0.921, ppv:0.087, acc:0.709, f1:0.038, mcc:-0.005, total+:23, total-:327 @threshold:-0.052, sens:0.024, spec:0.918, ppv:0.083, acc:0.706, f1:0.037, mcc:-0.005, total+:24, total-:326 @threshold:-0.058, sens:0.036, spec:0.918, ppv:0.120, acc:0.709, f1:0.056, mcc:-0.004, total+:25, total-:325 @threshold:-0.058, sens:0.036, spec:0.914, ppv:0.115, acc:0.706, f1:0.055, mcc:-0.004, total+:26, total-:324 @threshold:-0.061, sens:0.048, spec:0.914, ppv:0.148, acc:0.709, f1:0.073, mcc:-0.003, total+:27, total-:323 @threshold:-0.062, sens:0.048, spec:0.910, ppv:0.143, acc:0.706, f1:0.072, mcc:-0.003, total+:28, total-:322 @threshold:-0.069, sens:0.060, spec:0.903, ppv:0.161, acc:0.703, f1:0.088, mcc:-0.003, total+:31, total-:319 @threshold:-0.070, sens:0.060, spec:0.899, ppv:0.156, acc:0.700, f1:0.087, mcc:-0.003, total+:32, total-:318 @threshold:-0.089, sens:0.072, spec:0.869, ppv:0.146, acc:0.680, f1:0.097, mcc:-0.003, total+:41, total-:309 @threshold:-0.089, sens:0.072, spec:0.865, ppv:0.143, acc:0.677, f1:0.096, mcc:-0.003, total+:42, total-:308 @threshold:-0.096, sens:0.084, spec:0.850, ppv:0.149, acc:0.669, f1:0.108, mcc:-0.003, total+:47, total-:303 @threshold:-0.103, sens:0.108, spec:0.846, ppv:0.180, acc:0.671, f1:0.135, mcc:-0.002, total+:50, total-:300 @threshold:-0.125, sens:0.120, spec:0.779, ppv:0.145, acc:0.623, f1:0.132, mcc:-0.002, total+:69, total-:281 @threshold:-0.126, sens:0.120, spec:0.775, ppv:0.143, acc:0.620, f1:0.131, mcc:-0.002, total+:70, total-:280 @threshold:-0.139, sens:0.133, spec:0.764, ppv:0.149, acc:0.614, f1:0.140, mcc:-0.002, total+:74, total-:276 @threshold:-0.142, sens:0.133, spec:0.760, ppv:0.147, acc:0.611, f1:0.139, mcc:-0.002, total+:75, total-:275 @threshold:-0.149, sens:0.145, spec:0.745, ppv:0.150, acc:0.603, f1:0.147, mcc:-0.002, total+:80, total-:270 @threshold:-0.152, sens:0.145, spec:0.742, ppv:0.148, acc:0.600, f1:0.146, mcc:-0.002, total+:81, total-:269 @threshold:-0.164, sens:0.157, spec:0.723, ppv:0.149, acc:0.589, f1:0.153, mcc:-0.002, total+:87, total-:263 @threshold:-0.165, sens:0.157, spec:0.719, ppv:0.148, acc:0.586, f1:0.152, mcc:-0.002, total+:88, total-:262 @threshold:-0.167, sens:0.169, spec:0.719, ppv:0.157, acc:0.589, f1:0.163, mcc:-0.002, total+:89, total-:261 @threshold:-0.171, sens:0.169, spec:0.715, ppv:0.156, acc:0.586, f1:0.162, mcc:-0.002, total+:90, total-:260 @threshold:-0.175, sens:0.181, spec:0.708, ppv:0.161, acc:0.583, f1:0.170, mcc:-0.002, total+:93, total-:257 @threshold:-0.176, sens:0.181, spec:0.704, ppv:0.160, acc:0.580, f1:0.169, mcc:-0.002, total+:94, total-:256 @threshold:-0.185, sens:0.193, spec:0.693, ppv:0.163, acc:0.574, f1:0.177, mcc:-0.002, total+:98, total-:252 @threshold:-0.187, sens:0.193, spec:0.689, ppv:0.162, acc:0.571, f1:0.176, mcc:-0.002, total+:99, total-:251 @threshold:-0.195, sens:0.205, spec:0.667, ppv:0.160, acc:0.557, f1:0.180, mcc:-0.002, total+:106, total-:244 @threshold:-0.195, sens:0.205, spec:0.663, ppv:0.159, acc:0.554, f1:0.179, mcc:-0.002, total+:107, total-:243 @threshold:-0.197, sens:0.217, spec:0.663, ppv:0.167, acc:0.557, f1:0.188, mcc:-0.002, total+:108, total-:242 @threshold:-0.203, sens:0.241, spec:0.659, ppv:0.180, acc:0.560, f1:0.206, mcc:-0.001, total+:111, total-:239 @threshold:-0.207, sens:0.253, spec:0.644, ppv:0.181, acc:0.551, f1:0.211, mcc:-0.001, total+:116, total-:234 @threshold:-0.207, sens:0.253, spec:0.640, ppv:0.179, acc:0.549, f1:0.210, mcc:-0.001, total+:117, total-:233 @threshold:-0.207, sens:0.265, spec:0.640, ppv:0.186, acc:0.551, f1:0.219, mcc:-0.001, total+:118, total-:232 @threshold:-0.211, sens:0.265, spec:0.637, ppv:0.185, acc:0.549, f1:0.218, mcc:-0.001, total+:119, total-:231 @threshold:-0.218, sens:0.277, spec:0.618, ppv:0.184, acc:0.537, f1:0.221, mcc:-0.001, total+:125, total-:225 @threshold:-0.223, sens:0.289, spec:0.614, ppv:0.189, acc:0.537, f1:0.229, mcc:-0.001, total+:127, total-:223 @threshold:-0.225, sens:0.301, spec:0.603, ppv:0.191, acc:0.531, f1:0.234, mcc:-0.001, total+:131, total-:219 @threshold:-0.230, sens:0.301, spec:0.599, ppv:0.189, acc:0.529, f1:0.233, mcc:-0.001, total+:132, total-:218 @threshold:-0.233, sens:0.313, spec:0.592, ppv:0.193, acc:0.526, f1:0.239, mcc:-0.001, total+:135, total-:215 @threshold:-0.238, sens:0.337, spec:0.588, ppv:0.203, acc:0.529, f1:0.253, mcc:-0.001, total+:138, total-:212 @threshold:-0.240, sens:0.349, spec:0.581, ppv:0.206, acc:0.526, f1:0.259, mcc:-0.001, total+:141, total-:209 @threshold:-0.240, sens:0.349, spec:0.577, ppv:0.204, acc:0.523, f1:0.258, mcc:-0.001, total+:142, total-:208 @threshold:-0.246, sens:0.361, spec:0.551, ppv:0.200, acc:0.506, f1:0.258, mcc:-0.001, total+:150, total-:200 @threshold:-0.248, sens:0.361, spec:0.547, ppv:0.199, acc:0.503, f1:0.256, mcc:-0.001, total+:151, total-:199 @threshold:-0.249, sens:0.373, spec:0.543, ppv:0.203, acc:0.503, f1:0.263, mcc:-0.001, total+:153, total-:197 @threshold:-0.249, sens:0.373, spec:0.539, ppv:0.201, acc:0.500, f1:0.262, mcc:-0.001, total+:154, total-:196 @threshold:-0.250, sens:0.386, spec:0.539, ppv:0.206, acc:0.503, f1:0.269, mcc:-0.001, total+:155, total-:195 @threshold:-0.255, sens:0.398, spec:0.536, ppv:0.210, acc:0.503, f1:0.275, mcc:-0.001, total+:157, total-:193 @threshold:-0.256, sens:0.410, spec:0.536, ppv:0.215, acc:0.506, f1:0.282, mcc:-0.001, total+:158, total-:192 @threshold:-0.259, sens:0.410, spec:0.532, ppv:0.214, acc:0.503, f1:0.281, mcc:-0.001, total+:159, total-:191 @threshold:-0.260, sens:0.422, spec:0.524, ppv:0.216, acc:0.500, f1:0.286, mcc:-0.001, total+:162, total-:188 @threshold:-0.261, sens:0.422, spec:0.521, ppv:0.215, acc:0.497, f1:0.285, mcc:-0.001, total+:163, total-:187 @threshold:-0.263, sens:0.434, spec:0.521, ppv:0.220, acc:0.500, f1:0.291, mcc:-0.000, total+:164, total-:186 @threshold:-0.267, sens:0.434, spec:0.517, ppv:0.218, acc:0.497, f1:0.290, mcc:-0.001, total+:165, total-:185 @threshold:-0.267, sens:0.446, spec:0.509, ppv:0.220, acc:0.494, f1:0.295, mcc:-0.000, total+:168, total-:182 @threshold:-0.267, sens:0.446, spec:0.506, ppv:0.219, acc:0.491, f1:0.294, mcc:-0.001, total+:169, total-:181 @threshold:-0.267, sens:0.446, spec:0.494, ppv:0.215, acc:0.483, f1:0.290, mcc:-0.001, total+:172, total-:178 @threshold:-0.270, sens:0.458, spec:0.479, ppv:0.215, acc:0.474, f1:0.292, mcc:-0.001, total+:177, total-:173 @threshold:-0.270, sens:0.458, spec:0.476, ppv:0.213, acc:0.471, f1:0.291, mcc:-0.001, total+:178, total-:172 @threshold:-0.279, sens:0.470, spec:0.457, ppv:0.212, acc:0.460, f1:0.292, mcc:-0.001, total+:184, total-:166 @threshold:-0.281, sens:0.482, spec:0.453, ppv:0.215, acc:0.460, f1:0.297, mcc:-0.001, total+:186, total-:164 @threshold:-0.281, sens:0.494, spec:0.449, ppv:0.218, acc:0.460, f1:0.303, mcc:-0.001, total+:188, total-:162 @threshold:-0.283, sens:0.494, spec:0.446, ppv:0.217, acc:0.457, f1:0.301, mcc:-0.001, total+:189, total-:161 @threshold:-0.291, sens:0.506, spec:0.427, ppv:0.215, acc:0.446, f1:0.302, mcc:-0.001, total+:195, total-:155 @threshold:-0.291, sens:0.506, spec:0.423, ppv:0.214, acc:0.443, f1:0.301, mcc:-0.001, total+:196, total-:154 @threshold:-0.292, sens:0.518, spec:0.419, ppv:0.217, acc:0.443, f1:0.306, mcc:-0.001, total+:198, total-:152 @threshold:-0.292, sens:0.518, spec:0.416, ppv:0.216, acc:0.440, f1:0.305, mcc:-0.001, total+:199, total-:151 @threshold:-0.295, sens:0.530, spec:0.416, ppv:0.220, acc:0.443, f1:0.311, mcc:-0.001, total+:200, total-:150 @threshold:-0.297, sens:0.542, spec:0.412, ppv:0.223, acc:0.443, f1:0.316, mcc:-0.000, total+:202, total-:148 @threshold:-0.299, sens:0.554, spec:0.401, ppv:0.223, acc:0.437, f1:0.318, mcc:-0.000, total+:206, total-:144 @threshold:-0.300, sens:0.554, spec:0.397, ppv:0.222, acc:0.434, f1:0.317, mcc:-0.000, total+:207, total-:143 @threshold:-0.301, sens:0.566, spec:0.397, ppv:0.226, acc:0.437, f1:0.323, mcc:-0.000, total+:208, total-:142 @threshold:-0.303, sens:0.578, spec:0.393, ppv:0.229, acc:0.437, f1:0.328, mcc:-0.000, total+:210, total-:140 @threshold:-0.306, sens:0.590, spec:0.390, ppv:0.231, acc:0.437, f1:0.332, mcc:-0.000, total+:212, total-:138 @threshold:-0.306, sens:0.590, spec:0.386, ppv:0.230, acc:0.434, f1:0.331, mcc:-0.000, total+:213, total-:137 @threshold:-0.307, sens:0.602, spec:0.382, ppv:0.233, acc:0.434, f1:0.336, mcc:-0.000, total+:215, total-:135 @threshold:-0.307, sens:0.602, spec:0.378, ppv:0.231, acc:0.431, f1:0.334, mcc:-0.000, total+:216, total-:134 @threshold:-0.309, sens:0.614, spec:0.375, ppv:0.234, acc:0.431, f1:0.339, mcc:-0.000, total+:218, total-:132 @threshold:-0.310, sens:0.627, spec:0.371, ppv:0.236, acc:0.431, f1:0.343, mcc:-0.000, total+:220, total-:130 @threshold:-0.312, sens:0.639, spec:0.371, ppv:0.240, acc:0.434, f1:0.349, mcc:0.000, total+:221, total-:129 @threshold:-0.314, sens:0.651, spec:0.367, ppv:0.242, acc:0.434, f1:0.353, mcc:0.000, total+:223, total-:127 @threshold:-0.321, sens:0.663, spec:0.348, ppv:0.240, acc:0.423, f1:0.353, mcc:0.000, total+:229, total-:121 @threshold:-0.321, sens:0.663, spec:0.345, ppv:0.239, acc:0.420, f1:0.351, mcc:0.000, total+:230, total-:120 @threshold:-0.331, sens:0.675, spec:0.315, ppv:0.234, acc:0.400, f1:0.348, mcc:-0.000, total+:239, total-:111 @threshold:-0.332, sens:0.675, spec:0.311, ppv:0.233, acc:0.397, f1:0.347, mcc:-0.000, total+:240, total-:110 @threshold:-0.336, sens:0.687, spec:0.300, ppv:0.234, acc:0.391, f1:0.349, mcc:-0.000, total+:244, total-:106 @threshold:-0.339, sens:0.723, spec:0.296, ppv:0.242, acc:0.397, f1:0.363, mcc:0.000, total+:248, total-:102 @threshold:-0.344, sens:0.735, spec:0.296, ppv:0.245, acc:0.400, f1:0.367, mcc:0.000, total+:249, total-:101 @threshold:-0.348, sens:0.735, spec:0.292, ppv:0.244, acc:0.397, f1:0.366, mcc:0.000, total+:250, total-:100 @threshold:-0.350, sens:0.747, spec:0.292, ppv:0.247, acc:0.400, f1:0.371, mcc:0.000, total+:251, total-:99 @threshold:-0.352, sens:0.771, spec:0.288, ppv:0.252, acc:0.403, f1:0.380, mcc:0.001, total+:254, total-:96 @threshold:-0.361, sens:0.783, spec:0.258, ppv:0.247, acc:0.383, f1:0.376, mcc:0.000, total+:263, total-:87 @threshold:-0.361, sens:0.783, spec:0.255, ppv:0.246, acc:0.380, f1:0.375, mcc:0.000, total+:264, total-:86 @threshold:-0.363, sens:0.795, spec:0.251, ppv:0.248, acc:0.380, f1:0.378, mcc:0.001, total+:266, total-:84 @threshold:-0.364, sens:0.795, spec:0.247, ppv:0.247, acc:0.377, f1:0.377, mcc:0.000, total+:267, total-:83 @threshold:-0.365, sens:0.807, spec:0.247, ppv:0.250, acc:0.380, f1:0.382, mcc:0.001, total+:268, total-:82 @threshold:-0.366, sens:0.807, spec:0.243, ppv:0.249, acc:0.377, f1:0.381, mcc:0.001, total+:269, total-:81 @threshold:-0.368, sens:0.819, spec:0.240, ppv:0.251, acc:0.377, f1:0.384, mcc:0.001, total+:271, total-:79 @threshold:-0.368, sens:0.819, spec:0.236, ppv:0.250, acc:0.374, f1:0.383, mcc:0.001, total+:272, total-:78 @threshold:-0.368, sens:0.831, spec:0.236, ppv:0.253, acc:0.377, f1:0.388, mcc:0.001, total+:273, total-:77 @threshold:-0.369, sens:0.831, spec:0.232, ppv:0.252, acc:0.374, f1:0.387, mcc:0.001, total+:274, total-:76 @threshold:-0.374, sens:0.843, spec:0.221, ppv:0.252, acc:0.369, f1:0.388, mcc:0.001, total+:278, total-:72 @threshold:-0.375, sens:0.843, spec:0.217, ppv:0.251, acc:0.366, f1:0.387, mcc:0.001, total+:279, total-:71 @threshold:-0.377, sens:0.855, spec:0.217, ppv:0.254, acc:0.369, f1:0.391, mcc:0.001, total+:280, total-:70 @threshold:-0.377, sens:0.855, spec:0.213, ppv:0.253, acc:0.366, f1:0.390, mcc:0.001, total+:281, total-:69 @threshold:-0.399, sens:0.867, spec:0.180, ppv:0.247, acc:0.343, f1:0.385, mcc:0.001, total+:291, total-:59 @threshold:-0.400, sens:0.880, spec:0.176, ppv:0.249, acc:0.343, f1:0.388, mcc:0.001, total+:293, total-:57 @threshold:-0.410, sens:0.892, spec:0.169, ppv:0.250, acc:0.340, f1:0.391, mcc:0.001, total+:296, total-:54 @threshold:-0.414, sens:0.892, spec:0.165, ppv:0.249, acc:0.337, f1:0.389, mcc:0.001, total+:297, total-:53 @threshold:-0.438, sens:0.904, spec:0.135, ppv:0.245, acc:0.317, f1:0.386, mcc:0.001, total+:306, total-:44 @threshold:-0.441, sens:0.916, spec:0.131, ppv:0.247, acc:0.317, f1:0.389, mcc:0.001, total+:308, total-:42 @threshold:-0.452, sens:0.928, spec:0.124, ppv:0.248, acc:0.314, f1:0.391, mcc:0.001, total+:311, total-:39 @threshold:-0.454, sens:0.928, spec:0.120, ppv:0.247, acc:0.311, f1:0.390, mcc:0.001, total+:312, total-:38 @threshold:-0.479, sens:0.940, spec:0.086, ppv:0.242, acc:0.289, f1:0.385, mcc:0.001, total+:322, total-:28 @threshold:-0.480, sens:0.940, spec:0.082, ppv:0.241, acc:0.286, f1:0.384, mcc:0.001, total+:323, total-:27 @threshold:-0.490, sens:0.952, spec:0.075, ppv:0.242, acc:0.283, f1:0.386, mcc:0.001, total+:326, total-:24 @threshold:-0.511, sens:0.964, spec:0.071, ppv:0.244, acc:0.283, f1:0.389, mcc:0.001, total+:328, total-:22 @threshold:-0.573, sens:0.976, spec:0.041, ppv:0.240, acc:0.263, f1:0.386, mcc:0.001, total+:337, total-:13 @threshold:-0.581, sens:0.976, spec:0.037, ppv:0.240, acc:0.260, f1:0.385, mcc:0.001, total+:338, total-:12 @threshold:-0.657, sens:0.988, spec:0.007, ppv:0.236, acc:0.240, f1:0.381, mcc:-0.001, total+:347, total-:3 @threshold:-0.716, sens:0.988, spec:0.004, ppv:0.236, acc:0.237, f1:0.381, mcc:-0.004, total+:348, total-:2 @threshold:-0.791, sens:1.000, spec:0.004, ppv:0.238, acc:0.240, f1:0.384, mcc:0.002, total+:349, total-:1 Vital: Temp-avg10to13 | coef 0.016 95% CI: [0.015 , 0.018] | OR_adj 1.017 [1.015 1.018] | occ: 1421 | OR_unadj: 1.209 [0.963 1.519] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs92:Otitis media:0.139 Diagnosis:9ccs126:Ot up rsp in:0.109 Number of Visits:0.096 Diagnosis:9ccs154:Gastroent:-0.081 Newborn Diagnosis:9ccs223:Birth trauma:0.067 Diagnosis:9ccs124:Tonsillitis:0.064 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.063 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.063 Diagnosis:9ccs4:Mycoses:0.062 Diagnosis:9ccs232:Sprain:-0.061 Vital: Temp-avg5to7 | coef 0.015 95% CI: [0.013 , 0.018] | OR_adj 1.015 [1.013 1.018] | occ: 1371 | OR_unadj: 1.070 [0.850 1.347] | indivs AUC:0.527 Correlated most with: Diagnosis:9ccs122:Pneumonia:0.081 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.072 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.072 Diagnosis:9ccs134:Ot uppr resp:0.071 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.068 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.068 Diagnosis:9ccs92:Otitis media:0.068 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.067 Number of Visits:0.063 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.060 Vital: Temp-latest | coef 0.015 95% CI: [0.012 , 0.017] | OR_adj 1.015 [1.013 1.017] | occ: 1676 | OR_unadj: 1.157 [0.921 1.453] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:0.083 Diagnosis:9ccs124:Tonsillitis:0.081 Diagnosis:9ccs154:Gastroent:-0.079 Lab:323854 CULTURE FECES - Sunrise:-0.075 Lab:306854 PLATELET COUNT - Sunrise:0.074 Diagnosis:9ccs238:Complic proc:0.069 Diagnosis:9ccs92:Otitis media:0.064 Diagnosis:9ccs126:Ot up rsp in:0.062 Diagnosis:9ccs151:Oth liver dx:-0.062 Diagnosis:9ccs239:Superfic inj:-0.059 Vital: Ht Percentile-gain16to24 | coef 0.014 95% CI: [0.012 , 0.017] | OR_adj 1.015 [1.012 1.017] | occ: 975 | OR_unadj: 1.147 [0.882 1.492] | indivs AUC:0.549 Correlated most with: Number of Visits:-0.088 Diagnosis:9ccs259:Unclassified:-0.085 Diagnosis:9ccs59:Anemia:-0.077 Diagnosis:9ccs181:Ot preg comp:0.056 Diagnosis:9ccs257:Ot aftercare:-0.055 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.055 Diagnosis:9ccs133:Oth low resp:-0.055 Diagnosis:9ccs143:Abdom hernia:-0.054 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.054 Diagnosis:9ccs127:COPD:-0.052 Vital: Temp-avg19to24 | coef 0.014 95% CI: [0.013 , 0.015] | OR_adj 1.014 [1.013 1.016] | occ: 1411 | OR_unadj: 1.141 [0.859 1.515] | indivs AUC:0.484 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.128 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.127 Diagnosis:9ccs113:Late eff CVD:-0.094 Diagnosis:9ccs239:Superfic inj:-0.084 Diagnosis:9ccs10:Immuniz/scrn:-0.083 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.082 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.082 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.077 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.077 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.075 Vital: Temp-avg3to5 | coef 0.014 95% CI: [0.012 , 0.016] | OR_adj 1.014 [1.012 1.016] | occ: 1345 | OR_unadj: 1.059 [0.839 1.337] | indivs AUC:0.533 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:-0.083 Diagnosis:9ccs7:Viral infect:-0.078 Lab:292147 TSH - Sunrise:0.070 Diagnosis:9ccs155:Other GI dx:0.068 Newborn Diagnosis:9ccs213:Cardiac anom:-0.062 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.059 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.059 Newborn Diagnosis:9ccs0:No DX:-0.059 Diagnosis:9ccs256:Exam/eval:0.057 Diagnosis:9ccs258:Other screen:-0.054 * Vital: Ht-gain1to5 | coef 0.014 95% CI: [0.012 , 0.015] | OR_adj 1.014 [1.012 1.015] | occ: 1460 | OR_unadj: 0.762 [0.607 0.957] | indivs AUC:0.454 Correlated most with: Number of Visits:0.145 Diagnosis:9ccs126:Ot up rsp in:0.115 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.097 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.097 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.085 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.085 Lab:297275 STREP RAPID TEST (POCT):-0.080 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.075 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.074 Diagnosis:9ccs257:Ot aftercare:0.071 Vital: Temp-avg16to19 | coef 0.014 95% CI: [0.012 , 0.015] | OR_adj 1.014 [1.012 1.016] | occ: 1323 | OR_unadj: 0.807 [0.561 1.162] | indivs AUC:0.512 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.158 Diagnosis:9ccs255:Social admin:-0.148 Number of Visits:-0.135 Newborn Diagnosis:9ccs138:Esophgeal dx:0.132 Diagnosis:9ccs239:Superfic inj:-0.112 Diagnosis:9ccs126:Ot up rsp in:-0.111 Diagnosis:9ccs240:Burns:-0.093 Diagnosis:9ccs257:Ot aftercare:-0.092 Diagnosis:9ccs167:Breast dx:-0.087 Diagnosis:9ccs258:Other screen:-0.086 Vital: Temp-avg1to3 | coef 0.014 95% CI: [0.012 , 0.015] | OR_adj 1.014 [1.012 1.015] | occ: 1377 | OR_unadj: 1.065 [0.826 1.373] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs257:Ot aftercare:-0.106 Diagnosis:9ccs7:Viral infect:-0.100 Diagnosis:9ccs134:Ot uppr resp:0.086 Diagnosis:9ccs10:Immuniz/scrn:-0.086 Newborn Diagnosis:9ccs252:Fatigue:-0.079 Diagnosis:9ccs254:Rehab:0.069 Diagnosis:9ccs124:Tonsillitis:0.067 Newborn Diagnosis:9ccs223:Birth trauma:0.065 Diagnosis:9ccs255:Social admin:-0.064 Diagnosis:9ccs200:Oth skin dx:-0.061 Vital: HR-latest | coef 0.013 95% CI: [0.011 , 0.016] | OR_adj 1.013 [1.011 1.016] | occ: 1040 | OR_unadj: 1.213 [0.939 1.565] | indivs AUC:0.496 Correlated most with: Number of Visits:-0.082 Diagnosis:9ccs2619:e codes: other specified- nec:0.073 Lab:294199 BILIRUBIN SCAN - LMC:0.071 Diagnosis:9ccs124:Tonsillitis:-0.063 Diagnosis:9ccs127:COPD:-0.063 Diagnosis:9ccs70:Schizo/rl dx:-0.063 Diagnosis:9ccs104:Oth heart dx:0.063 Diagnosis:9ccs228:Fx skull fac:0.062 Diagnosis:9ccs96:Hrt valve dx:-0.062 Diagnosis:9ccs117:Ot circul dx:-0.061 Vital: Ht-gain7to13 | coef 0.013 95% CI: [0.011 , 0.015] | OR_adj 1.013 [1.011 1.015] | occ: 1476 | OR_unadj: 1.168 [0.864 1.580] | indivs AUC:0.536 Correlated most with: Lab:292147 TSH - Sunrise:0.084 Lab:294205 TSH REFLEX TO FT4 - LMC:0.069 Diagnosis:9ccs86:Cataract:-0.066 Lab:292495 LEAD LEVEL - Sunrise:-0.063 Diagnosis:9ccs238:Complic proc:0.063 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.063 Diagnosis:9ccs5:HIV infectn:0.056 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.055 Diagnosis:9ccs197:Skin infectn:0.055 Diagnosis:9ccs2604:E Codes: Fire/burn:0.053 Vital: Temp-avg0to1 | coef 0.013 95% CI: [0.012 , 0.015] | OR_adj 1.013 [1.012 1.015] | occ: 1328 | OR_unadj: 1.360 [0.970 1.906] | indivs AUC:0.573 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.159 Diagnosis:9ccs255:Social admin:-0.118 Diagnosis:9ccs95:Oth nerv dx:-0.116 Diagnosis:9ccs76:Meningitis:-0.098 Diagnosis:9ccs7:Viral infect:-0.093 Diagnosis:9ccs166:Oth male gen:-0.083 Diagnosis:9ccs198:Ot infl skin:-0.076 Diagnosis:9ccs257:Ot aftercare:-0.074 Diagnosis:9ccs125:Bronchitis:-0.071 Diagnosis:9ccs128:Asthma:-0.068 Vital: Ht Percentile-gain13to19 | coef 0.013 95% CI: [0.011 , 0.015] | OR_adj 1.013 [1.011 1.015] | occ: 832 | OR_unadj: 1.172 [0.894 1.536] | indivs AUC:0.476 Correlated most with: Diagnosis:9ccs244:Other injury:0.068 Newborn Diagnosis:9ccs191:Amnios dx:-0.067 Newborn Diagnosis:9ccs223:Birth trauma:-0.066 Diagnosis:9ccs259:Unclassified:0.064 Diagnosis:9ccs98:HTN:0.061 Diagnosis:9ccs230:Fx leg:0.058 Diagnosis:9ccs254:Rehab:0.055 Diagnosis:10ccs58:Ot nutrit dx:-0.051 Diagnosis:9ccs250:Nausea/vomit:0.049 Diagnosis:9ccs75:Hx mental dx:-0.049 Number of Visits | coef 0.013 95% CI: [0.011 , 0.014] | OR_adj 1.013 [1.011 1.015] | occ: 1696 | OR_unadj: 0.956 [0.759 1.205] | indivs AUC:0.444 Correlated most with: Number of Visits:1.000 Diagnosis:9ccs126:Ot up rsp in:0.440 Diagnosis:9ccs7:Viral infect:0.408 Diagnosis:9ccs92:Otitis media:0.404 Diagnosis:9ccs257:Ot aftercare:0.371 Diagnosis:9ccs155:Other GI dx:0.323 Diagnosis:9ccs133:Oth low resp:0.321 Diagnosis:9ccs128:Asthma:0.320 Diagnosis:9ccs253:Allergy:0.299 Diagnosis:9ccs135:Intest infct:0.295 Vital: Temp-avg7to10 | coef 0.013 95% CI: [0.011 , 0.014] | OR_adj 1.013 [1.011 1.014] | occ: 1385 | OR_unadj: 1.015 [0.714 1.445] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.219 Diagnosis:9ccs255:Social admin:-0.172 Diagnosis:9ccs257:Ot aftercare:-0.140 Diagnosis:9ccs7:Viral infect:-0.138 Diagnosis:9ccs126:Ot up rsp in:-0.136 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.089 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.087 Diagnosis:9ccs125:Bronchitis:-0.086 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.085 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.083 Vital: Ht-gain0to3 | coef 0.013 95% CI: [0.011 , 0.014] | OR_adj 1.013 [1.011 1.014] | occ: 1419 | OR_unadj: 1.156 [0.909 1.469] | indivs AUC:0.506 Correlated most with: Newborn Diagnosis:9ccs106:Dysrhythmia:0.080 Diagnosis:9ccs86:Cataract:0.078 Diagnosis:9ccs8:Oth infectns:0.072 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.069 Diagnosis:9ccs2:Septicemia:0.067 Diagnosis:9ccs216:Nerv cong an:-0.061 Diagnosis:9ccs44:Neoplsm unsp:0.060 Diagnosis:9ccs245:Syncope:-0.055 Diagnosis:9ccs106:Dysrhythmia:-0.053 Diagnosis:9ccs140:Gastritis:0.052 Vital: HC-gain0to3 | coef 0.012 95% CI: [0.011 , 0.014] | OR_adj 1.013 [1.011 1.014] | occ: 1344 | OR_unadj: 1.162 [0.915 1.474] | indivs AUC:0.517 Correlated most with: Diagnosis:9ccs2611:E Codes: Natural/environment:0.067 Diagnosis:9ccs6:Hepatitis:0.066 Newborn Diagnosis:9ccs91:Other eye dx:-0.065 Diagnosis:9ccs251:Abdomnl pain:-0.064 Diagnosis:9ccs120:Hemmorhoids:-0.064 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.064 Diagnosis:9ccs240:Burns:-0.059 Diagnosis:9ccs200:Oth skin dx:0.057 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.055 Newborn Diagnosis:9ccs106:Dysrhythmia:0.052 MatDeliveryAge | coef 0.012 95% CI: [0.011 , 0.014] | OR_adj 1.012 [1.011 1.014] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.529 Correlated most with: MatDeliveryAge:1.000 Newborn Diagnosis:9ccs259:Unclassified:0.132 Number of Visits:0.107 Diagnosis:9ccs239:Superfic inj:0.080 Diagnosis:9ccs86:Cataract:0.072 Diagnosis:9ccs70:Schizo/rl dx:0.068 Diagnosis:9ccs115:Aneurysm:0.068 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.067 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.066 Diagnosis:9ccs123:Influenza:0.062 Vital: Ht-gain3to7 | coef 0.012 95% CI: [0.011 , 0.013] | OR_adj 1.012 [1.011 1.014] | occ: 1460 | OR_unadj: 1.123 [0.894 1.411] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs127:COPD:0.093 Diagnosis:9ccs92:Otitis media:0.080 Diagnosis:9ccs126:Ot up rsp in:0.078 Number of Visits:0.075 Lab:294048 STOOL CULTURE - LMC:-0.073 Diagnosis:9ccs212:Ot bone dx:0.072 Diagnosis:9ccs47:Ot bnign neo:-0.070 Diagnosis:9ccs200:Oth skin dx:-0.065 Diagnosis:9ccs113:Late eff CVD:0.065 Diagnosis:9ccs122:Pneumonia:0.064 Vital: Ht-gain5to10 | coef 0.012 95% CI: [0.011 , 0.013] | OR_adj 1.012 [1.011 1.013] | occ: 1443 | OR_unadj: 1.120 [0.888 1.414] | indivs AUC:0.506 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:-0.068 Newborn Diagnosis:9ccs0:No DX:0.061 Diagnosis:9ccs181:Ot preg comp:0.059 Diagnosis:10ccs238:Complic proc:-0.059 Diagnosis:9ccs2604:E Codes: Fire/burn:-0.059 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.059 Diagnosis:9ccs197:Skin infectn:-0.057 Newborn Diagnosis:9ccs97:Carditis:-0.056 Newborn Diagnosis:9ccs104:Oth heart dx:-0.056 Newborn Diagnosis:9ccs239:Superfic inj:-0.056 * Vital: Ht-avg0to1 | coef 0.012 95% CI: [0.010 , 0.014] | OR_adj 1.012 [1.010 1.014] | occ: 1350 | OR_unadj: 1.413 [1.125 1.774] | indivs AUC:0.574 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.333 Diagnosis:9ccs219:Low birth wt:-0.286 Newborn Diagnosis:9ccs253:Allergy:-0.131 Newborn Diagnosis:9ccs221:Resp distres:-0.120 Lab:297262 HEMOGLOBIN (HEMOCUE):0.114 Newborn Diagnosis:9ccs222:Perint jaund:-0.114 Newborn Diagnosis:9ccs256:Exam/eval:-0.101 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.082 Lab:294203 BILIRUBIN TOTAL - LMC:-0.068 Diagnosis:9ccs2611:E Codes: Natural/environment:0.068 * Vital: Ht Percentile-latest | coef 0.012 95% CI: [0.010 , 0.014] | OR_adj 1.012 [1.010 1.014] | occ: 1058 | OR_unadj: 1.698 [1.338 2.155] | indivs AUC:0.611 Correlated most with: Diagnosis:9ccs229:Fx arm:0.077 Diagnosis:9ccs59:Anemia:-0.070 Diagnosis:9ccs136:Teeth dx:-0.061 Diagnosis:9ccs244:Other injury:0.059 Newborn Diagnosis:9ccs224:Ot perint dx:0.056 Diagnosis:9ccs145:Int obstruct:-0.055 Newborn Diagnosis:9ccs166:Oth male gen:0.054 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.053 Diagnosis:9ccs120:Hemmorhoids:0.053 Diagnosis:9ccs212:Ot bone dx:-0.053 * Vital: Ht-avg1to3 | coef 0.012 95% CI: [0.010 , 0.014] | OR_adj 1.012 [1.010 1.014] | occ: 1374 | OR_unadj: 1.477 [1.174 1.858] | indivs AUC:0.528 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.290 Diagnosis:9ccs219:Low birth wt:-0.225 Newborn Diagnosis:9ccs221:Resp distres:-0.146 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.126 Newborn Diagnosis:9ccs256:Exam/eval:-0.108 Newborn Diagnosis:9ccs253:Allergy:-0.106 Newborn Diagnosis:9ccs222:Perint jaund:-0.099 Lab:297262 HEMOGLOBIN (HEMOCUE):0.095 Diagnosis:9ccs254:Rehab:-0.085 Diagnosis:9ccs2:Septicemia:0.078 Vital: Temp-avg13to16 | coef 0.011 95% CI: [0.010 , 0.013] | OR_adj 1.012 [1.010 1.013] | occ: 1321 | OR_unadj: 1.104 [0.599 2.033] | indivs AUC:0.549 Correlated most with: Newborn Diagnosis:9ccs95:Oth nerv dx:-0.267 Number of Visits:-0.231 Diagnosis:9ccs255:Social admin:-0.178 Diagnosis:9ccs126:Ot up rsp in:-0.170 Diagnosis:9ccs10:Immuniz/scrn:-0.169 Diagnosis:9ccs257:Ot aftercare:-0.159 Diagnosis:9ccs7:Viral infect:-0.159 Diagnosis:9ccs90:Eye infectn:-0.129 Diagnosis:9ccs95:Oth nerv dx:-0.124 Diagnosis:9ccs244:Other injury:-0.119 Vital: Ht-gain13to19 | coef 0.011 95% CI: [0.010 , 0.013] | OR_adj 1.011 [1.010 1.013] | occ: 1399 | OR_unadj: 1.182 [0.941 1.485] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs130:Pleurisy:0.075 Diagnosis:9ccs243:Poisn nonmed:0.062 Diagnosis:9ccs181:Ot preg comp:-0.053 Diagnosis:9ccs106:Dysrhythmia:-0.053 Diagnosis:9ccs5:HIV infectn:-0.052 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.052 Diagnosis:9ccs230:Fx leg:0.051 Diagnosis:9ccs98:HTN:0.051 Diagnosis:9ccs142:Appendicitis:0.050 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.049 Vital: HC-gain7to13 | coef 0.011 95% CI: [0.009 , 0.013] | OR_adj 1.011 [1.009 1.013] | occ: 1315 | OR_unadj: 1.015 [0.741 1.390] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs58:Ot nutrit dx:-0.072 Diagnosis:9ccs235:Opn wnd head:0.060 Diagnosis:9ccs257:Ot aftercare:-0.057 Lab:292495 LEAD LEVEL - Sunrise:-0.056 Diagnosis:9ccs10:Immuniz/scrn:-0.054 Lab:294205 TSH REFLEX TO FT4 - LMC:0.054 Newborn Diagnosis:9ccs68:Senil/org mn:-0.054 MatDeliveryAge:0.053 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.052 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.051 Vital: Ht Percentile-gain10to16 | coef 0.011 95% CI: [0.009 , 0.013] | OR_adj 1.011 [1.009 1.013] | occ: 760 | OR_unadj: 0.965 [0.731 1.274] | indivs AUC:0.544 Correlated most with: Diagnosis:9ccs0:No DX:0.103 Diagnosis:9ccs105:Conduction:0.092 Diagnosis:9ccs230:Fx leg:-0.075 Diagnosis:9ccs228:Fx skull fac:0.074 Diagnosis:9ccs167:Breast dx:0.074 Lab:294199 BILIRUBIN SCAN - LMC:-0.071 Lab:292495 LEAD LEVEL - Sunrise:0.069 Diagnosis:9ccs51:Ot endo dsor:-0.065 Diagnosis:9ccs222:Perint jaund:-0.061 Diagnosis:9ccs72:Anxiety dx:0.061 Vital: Ht-gain16to24 | coef 0.011 95% CI: [0.010 , 0.012] | OR_adj 1.011 [1.010 1.012] | occ: 1442 | OR_unadj: 0.985 [0.700 1.387] | indivs AUC:0.536 Correlated most with: Number of Visits:-0.094 Diagnosis:9ccs55:Fluid/elc dx:-0.073 Newborn Diagnosis:9ccs106:Dysrhythmia:-0.066 Diagnosis:9ccs66:Alchl-r mntl:-0.062 Diagnosis:9ccs115:Aneurysm:-0.061 Diagnosis:9ccs126:Ot up rsp in:-0.059 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.054 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.054 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.053 Diagnosis:9ccs181:Ot preg comp:0.053 * Vital: Ht-avg10to13 | coef 0.011 95% CI: [0.009 , 0.013] | OR_adj 1.011 [1.009 1.013] | occ: 1403 | OR_unadj: 1.702 [1.355 2.140] | indivs AUC:0.575 Correlated most with: Diagnosis:9ccs246:FUO:0.117 Newborn Diagnosis:9ccs219:Low birth wt:-0.106 Diagnosis:9ccs219:Low birth wt:-0.085 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.072 Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.072 Diagnosis:9ccs2:Septicemia:0.068 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.064 Newborn Diagnosis:9ccs253:Allergy:-0.063 Diagnosis:9ccs223:Birth trauma:0.063 Diagnosis:9ccs200:Oth skin dx:0.063 Vital: HC-gain16to24 | coef 0.011 95% CI: [0.009 , 0.012] | OR_adj 1.011 [1.009 1.012] | occ: 1079 | OR_unadj: 1.219 [0.956 1.555] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:-0.076 Number of Visits:-0.073 Lab:306854 PLATELET COUNT - Sunrise:-0.061 Diagnosis:9ccs2611:E Codes: Natural/environment:0.058 Diagnosis:9ccs113:Late eff CVD:0.056 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.054 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.054 Diagnosis:9ccs6:Hepatitis:-0.052 Lab:323854 CULTURE FECES - Sunrise:-0.051 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.049 Vital: Ht-gain10to16 | coef 0.010 95% CI: [0.009 , 0.011] | OR_adj 1.010 [1.009 1.012] | occ: 1442 | OR_unadj: 0.837 [0.658 1.064] | indivs AUC:0.499 Correlated most with: Number of Visits:0.069 Diagnosis:9ccs214:GI cong anom:0.067 Lab:292495 LEAD LEVEL - Sunrise:0.062 Diagnosis:9ccs86:Cataract:0.060 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.058 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.057 Diagnosis:9ccs230:Fx leg:-0.053 Diagnosis:9ccs243:Poisn nonmed:-0.053 Diagnosis:9ccs98:HTN:-0.053 Newborn Diagnosis:9ccs162:Ot dx bladdr:-0.051 * Vital: Ht Percentile-gain7to13 | coef 0.010 95% CI: [0.008 , 0.012] | OR_adj 1.010 [1.008 1.012] | occ: 690 | OR_unadj: 1.479 [1.110 1.972] | indivs AUC:0.576 Correlated most with: Lab:294048 STOOL CULTURE - LMC:0.094 Diagnosis:9ccs229:Fx arm:0.086 Lab:292495 LEAD LEVEL - Sunrise:-0.080 Newborn Diagnosis:9ccs136:Teeth dx:-0.079 Diagnosis:9ccs231:Oth fracture:0.079 Diagnosis:9ccs230:Fx leg:0.073 Newborn Diagnosis:9ccs220:Birth asphyx:-0.064 Diagnosis:9ccs62:Coag/hemr dx:-0.054 Diagnosis:9ccs151:Oth liver dx:-0.051 Diagnosis:9ccs258:Other screen:-0.051 * Vital: HC-avg1to3 | coef 0.010 95% CI: [0.008 , 0.012] | OR_adj 1.010 [1.008 1.012] | occ: 1235 | OR_unadj: 1.366 [1.082 1.723] | indivs AUC:0.544 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.245 Diagnosis:9ccs219:Low birth wt:-0.191 Newborn Diagnosis:9ccs221:Resp distres:-0.114 Lab:297262 HEMOGLOBIN (HEMOCUE):0.102 Newborn Diagnosis:9ccs222:Perint jaund:-0.094 Newborn Diagnosis:9ccs253:Allergy:-0.090 Newborn Diagnosis:9ccs106:Dysrhythmia:-0.087 Lab:294199 BILIRUBIN SCAN - LMC:-0.077 Diagnosis:9ccs2603:E Codes: Fall:0.075 Newborn Diagnosis:9ccs223:Birth trauma:0.068 Vital: Ht-avg7to10 | coef 0.010 95% CI: [0.008 , 0.012] | OR_adj 1.010 [1.008 1.012] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.483 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.153 Diagnosis:9ccs219:Low birth wt:-0.081 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.063 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.063 Newborn Diagnosis:9ccs256:Exam/eval:-0.060 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.059 Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.059 Diagnosis:9ccs223:Birth trauma:0.059 Lab:323854 CULTURE FECES - Sunrise:0.059 Diagnosis:9ccs200:Oth skin dx:0.058 Vital: HC-latest | coef 0.010 95% CI: [0.008 , 0.011] | OR_adj 1.010 [1.008 1.011] | occ: 1631 | OR_unadj: 1.158 [0.909 1.475] | indivs AUC:0.546 Correlated most with: Number of Visits:0.268 Diagnosis:9ccs126:Ot up rsp in:0.236 Diagnosis:9ccs257:Ot aftercare:0.193 Diagnosis:9ccs92:Otitis media:0.191 Diagnosis:9ccs10:Immuniz/scrn:0.188 Diagnosis:9ccs125:Bronchitis:0.168 Diagnosis:9ccs7:Viral infect:0.160 Diagnosis:9ccs128:Asthma:0.128 Diagnosis:9ccs135:Intest infct:0.113 Diagnosis:9ccs90:Eye infectn:0.110 Vital: HC-gain10to16 | coef 0.010 95% CI: [0.008 , 0.011] | OR_adj 1.010 [1.008 1.012] | occ: 1231 | OR_unadj: 0.870 [0.694 1.091] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs257:Ot aftercare:0.092 Diagnosis:9ccs239:Superfic inj:-0.073 Diagnosis:9ccs83:Epilepsy/cnv:0.068 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.066 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.066 Newborn Diagnosis:9ccs96:Hrt valve dx:0.064 Lab:292495 LEAD LEVEL - Sunrise:0.061 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.060 Lab:321098 OCCULT BLOOD FECES - Sunrise:0.058 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.058 Vital: HC-gain1to5 | coef 0.010 95% CI: [0.009 , 0.011] | OR_adj 1.010 [1.009 1.011] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.445 Correlated most with: Number of Visits:0.113 Diagnosis:9ccs126:Ot up rsp in:0.097 Diagnosis:9ccs125:Bronchitis:0.086 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.080 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.080 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.075 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.075 Diagnosis:9ccs124:Tonsillitis:0.075 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.074 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.074 * Vital: Ht Percentile-avg16to19 | coef 0.010 95% CI: [0.008 , 0.011] | OR_adj 1.010 [1.008 1.011] | occ: 747 | OR_unadj: 1.399 [1.073 1.825] | indivs AUC:0.547 Correlated most with: Diagnosis:9ccs147:Anal/rectal:0.072 Diagnosis:9ccs223:Birth trauma:0.069 Diagnosis:9ccs229:Fx arm:0.068 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.065 Diagnosis:9ccs105:Conduction:0.064 Diagnosis:9ccs208:Acq foot def:0.064 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.064 Diagnosis:9ccs120:Hemmorhoids:0.064 Diagnosis:9ccs239:Superfic inj:-0.061 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.060 Vital: HC-gain5to10 | coef 0.010 95% CI: [0.009 , 0.011] | OR_adj 1.010 [1.009 1.011] | occ: 1329 | OR_unadj: 0.973 [0.772 1.226] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs257:Ot aftercare:0.070 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.065 Newborn Diagnosis:9ccs63:Wht blood dx:0.065 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.065 Diagnosis:9ccs154:Gastroent:-0.065 Newborn Diagnosis:9ccs0:No DX:0.060 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.054 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.054 Diagnosis:9ccs51:Ot endo dsor:0.052 Diagnosis:9ccs259:Unclassified:-0.051 * Vital: HC-gain3to7 | coef 0.009 95% CI: [0.008 , 0.011] | OR_adj 1.010 [1.008 1.011] | occ: 1347 | OR_unadj: 1.370 [1.014 1.851] | indivs AUC:0.578 Correlated most with: Number of Visits:0.084 Diagnosis:9ccs92:Otitis media:0.061 Diagnosis:9ccs122:Pneumonia:0.057 Diagnosis:9ccs256:Exam/eval:-0.055 Diagnosis:9ccs240:Burns:0.054 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.053 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.053 Diagnosis:9ccs51:Ot endo dsor:-0.052 Newborn Diagnosis:9ccs134:Ot uppr resp:-0.052 Diagnosis:9ccs181:Ot preg comp:-0.052 * Vital: HC-avg7to10 | coef 0.009 95% CI: [0.008 , 0.011] | OR_adj 1.010 [1.008 1.011] | occ: 1119 | OR_unadj: 1.386 [1.102 1.744] | indivs AUC:0.563 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.084 Lab:297262 HEMOGLOBIN (HEMOCUE):0.083 Diagnosis:9ccs232:Sprain:0.074 Diagnosis:9ccs75:Hx mental dx:0.073 Diagnosis:9ccs2603:E Codes: Fall:0.070 Diagnosis:9ccs245:Syncope:-0.069 Diagnosis:9ccs209:Ot acq defor:0.061 Newborn Diagnosis:9ccs221:Resp distres:-0.058 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.057 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.057 Vital: HC-avg3to5 | coef 0.009 95% CI: [0.007 , 0.011] | OR_adj 1.009 [1.007 1.011] | occ: 1164 | OR_unadj: 1.089 [0.860 1.379] | indivs AUC:0.511 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.154 Newborn Diagnosis:9ccs221:Resp distres:-0.100 Diagnosis:9ccs219:Low birth wt:-0.091 Lab:297262 HEMOGLOBIN (HEMOCUE):0.089 Newborn Diagnosis:9ccs224:Ot perint dx:0.079 Diagnosis:9ccs56:Cystic fibro:-0.079 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.072 Diagnosis:9ccs105:Conduction:0.071 Newborn Diagnosis:9ccs222:Perint jaund:-0.068 Newborn Diagnosis:9ccs253:Allergy:-0.068 Vital: Ht-avg13to16 | coef 0.009 95% CI: [0.007 , 0.011] | OR_adj 1.009 [1.007 1.011] | occ: 1287 | OR_unadj: 1.259 [0.991 1.601] | indivs AUC:0.568 Correlated most with: Diagnosis:9ccs240:Burns:0.087 Newborn Diagnosis:9ccs219:Low birth wt:-0.078 Diagnosis:9ccs133:Oth low resp:0.071 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.063 Diagnosis:9ccs200:Oth skin dx:0.061 Diagnosis:9ccs256:Exam/eval:0.061 Diagnosis:9ccs216:Nerv cong an:-0.059 Newborn Diagnosis:9ccs253:Allergy:-0.059 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.058 Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.058 * Vital: Ht Percentile-avg10to13 | coef 0.009 95% CI: [0.007 , 0.011] | OR_adj 1.009 [1.007 1.011] | occ: 660 | OR_unadj: 1.758 [1.345 2.298] | indivs AUC:0.555 Correlated most with: Diagnosis:9ccs223:Birth trauma:0.096 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.089 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.080 Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.080 Newborn Diagnosis:9ccs223:Birth trauma:0.075 Newborn Diagnosis:9ccs219:Low birth wt:-0.069 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.069 Diagnosis:9ccs56:Cystic fibro:-0.066 Newborn Diagnosis:9ccs104:Oth heart dx:-0.066 Newborn Diagnosis:9ccs97:Carditis:-0.066 Vital: Ht Percentile-gain5to10 | coef 0.009 95% CI: [0.007 , 0.010] | OR_adj 1.009 [1.007 1.010] | occ: 590 | OR_unadj: 0.909 [0.659 1.253] | indivs AUC:0.501 Correlated most with: Newborn Diagnosis:9ccs252:Fatigue:-0.083 Lab:294048 STOOL CULTURE - LMC:-0.078 Diagnosis:9ccs72:Anxiety dx:-0.076 Newborn Diagnosis:9ccs223:Birth trauma:0.074 Diagnosis:9ccs2620:E Codes: Unspecified:-0.071 Diagnosis:9ccs214:GI cong anom:-0.065 Diagnosis:9ccs9:Sexual Infxs:-0.063 Newborn Diagnosis:9ccs191:Amnios dx:-0.062 Lab:292495 LEAD LEVEL - Sunrise:0.057 Diagnosis:9ccs243:Poisn nonmed:0.055 * Vital: Ht-latest | coef 0.009 95% CI: [0.008 , 0.010] | OR_adj 1.009 [1.008 1.010] | occ: 1665 | OR_unadj: 1.383 [1.078 1.773] | indivs AUC:0.555 Correlated most with: Number of Visits:0.416 Diagnosis:9ccs126:Ot up rsp in:0.347 Diagnosis:9ccs10:Immuniz/scrn:0.289 Diagnosis:9ccs92:Otitis media:0.280 Diagnosis:9ccs7:Viral infect:0.183 Diagnosis:9ccs257:Ot aftercare:0.180 Diagnosis:9ccs135:Intest infct:0.160 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.146 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.145 Diagnosis:9ccs125:Bronchitis:0.140 * Vital: Ht-avg16to19 | coef 0.009 95% CI: [0.007 , 0.010] | OR_adj 1.009 [1.007 1.010] | occ: 1291 | OR_unadj: 1.538 [1.221 1.939] | indivs AUC:0.568 Correlated most with: Diagnosis:9ccs147:Anal/rectal:0.075 Newborn Diagnosis:9ccs219:Low birth wt:-0.072 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.069 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.069 Diagnosis:9ccs245:Syncope:-0.069 Newborn Diagnosis:9ccs224:Ot perint dx:0.067 Diagnosis:9ccs105:Conduction:0.064 Lab:323854 CULTURE FECES - Sunrise:0.059 Diagnosis:9ccs251:Abdomnl pain:0.058 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.058 Vital: Ht Percentile-gain3to7 | coef 0.009 95% CI: [0.007 , 0.010] | OR_adj 1.009 [1.007 1.010] | occ: 514 | OR_unadj: 0.967 [0.692 1.353] | indivs AUC:0.509 Correlated most with: Newborn Diagnosis:9ccs166:Oth male gen:0.094 Lab:294199 BILIRUBIN SCAN - LMC:0.094 Diagnosis:9ccs154:Gastroent:-0.076 Diagnosis:9ccs48:Thyroid dsor:-0.070 Diagnosis:9ccs83:Epilepsy/cnv:0.058 Diagnosis:9ccs200:Oth skin dx:-0.052 Diagnosis:9ccs64:Ot hematl dx:0.051 Diagnosis:9ccs215:gu cong anom:-0.050 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.049 Diagnosis:9ccs141:Ot dx stomch:-0.048 Vital: HC-avg0to1 | coef 0.009 95% CI: [0.008 , 0.009] | OR_adj 1.009 [1.008 1.010] | occ: 1207 | OR_unadj: 1.069 [0.849 1.345] | indivs AUC:0.564 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.277 Diagnosis:9ccs219:Low birth wt:-0.224 Lab:297262 HEMOGLOBIN (HEMOCUE):0.123 Newborn Diagnosis:9ccs222:Perint jaund:-0.113 Diagnosis:9ccs205:Back problem:-0.092 Newborn Diagnosis:9ccs253:Allergy:-0.088 Newborn Diagnosis:9ccs224:Ot perint dx:0.079 Newborn Diagnosis:9ccs256:Exam/eval:-0.076 Newborn Diagnosis:9ccs221:Resp distres:-0.076 Lab:294203 BILIRUBIN TOTAL - LMC:-0.074 * Vital: Ht-avg3to5 | coef 0.008 95% CI: [0.007 , 0.010] | OR_adj 1.008 [1.007 1.010] | occ: 1321 | OR_unadj: 1.312 [1.007 1.711] | indivs AUC:0.550 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.209 Diagnosis:9ccs219:Low birth wt:-0.174 Diagnosis:9ccs10:Immuniz/scrn:-0.152 Newborn Diagnosis:9ccs253:Allergy:-0.127 Diagnosis:9ccs255:Social admin:-0.111 Newborn Diagnosis:9ccs256:Exam/eval:-0.098 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.097 Newborn Diagnosis:9ccs222:Perint jaund:-0.090 Diagnosis:9ccs126:Ot up rsp in:-0.087 Newborn Diagnosis:9ccs221:Resp distres:-0.085 Vital: HC-avg13to16 | coef 0.008 95% CI: [0.006 , 0.010] | OR_adj 1.008 [1.006 1.010] | occ: 973 | OR_unadj: 1.129 [0.890 1.433] | indivs AUC:0.554 Correlated most with: Lab:297262 HEMOGLOBIN (HEMOCUE):0.082 Diagnosis:9ccs143:Abdom hernia:0.073 Newborn Diagnosis:9ccs224:Ot perint dx:0.068 Diagnosis:9ccs229:Fx arm:0.067 Diagnosis:9ccs62:Coag/hemr dx:0.066 Diagnosis:9ccs76:Meningitis:-0.063 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.059 Diagnosis:9ccs70:Schizo/rl dx:0.059 Lab:294048 STOOL CULTURE - LMC:-0.059 Diagnosis:9ccs209:Ot acq defor:0.055 * Vital: Ht-avg19to24 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1391 | OR_unadj: 1.584 [1.262 1.987] | indivs AUC:0.584 Correlated most with: Diagnosis:9ccs242:Poisn ot med:-0.075 Diagnosis:9ccs127:COPD:0.072 Diagnosis:9ccs55:Fluid/elc dx:-0.071 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.066 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.065 Newborn Diagnosis:9ccs224:Ot perint dx:0.062 Newborn Diagnosis:9ccs219:Low birth wt:-0.061 Diagnosis:9ccs133:Oth low resp:0.061 Diagnosis:9ccs62:Coag/hemr dx:-0.060 Diagnosis:9ccs147:Anal/rectal:0.060 Vital: HR-avg7to10 | coef 0.008 95% CI: [0.006 , 0.010] | OR_adj 1.008 [1.006 1.011] | occ: 429 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.558 Correlated most with: Diagnosis:9ccs63:Wht blood dx:0.088 Diagnosis:9ccs127:COPD:-0.082 Diagnosis:9ccs125:Bronchitis:0.061 Newborn Diagnosis:9ccs155:Other GI dx:-0.058 Diagnosis:9ccs200:Oth skin dx:0.058 Diagnosis:9ccs134:Ot uppr resp:-0.056 Diagnosis:9ccs7:Viral infect:0.056 Diagnosis:9ccs224:Ot perint dx:-0.054 Diagnosis:9ccs109:Acute CVD:-0.053 Diagnosis:9ccs76:Meningitis:-0.052 * Vital: HC-avg5to7 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1177 | OR_unadj: 1.779 [1.148 2.758] | indivs AUC:0.570 Correlated most with: Newborn Diagnosis:9ccs63:Wht blood dx:-0.326 Diagnosis:9ccs10:Immuniz/scrn:-0.162 Diagnosis:9ccs3:Oth bact inf:-0.152 Diagnosis:9ccs255:Social admin:-0.137 Number of Visits:-0.136 Diagnosis:9ccs7:Viral infect:-0.123 Diagnosis:9ccs126:Ot up rsp in:-0.112 Diagnosis:9ccs247:Lymph enlarg:-0.101 Newborn Diagnosis:9ccs219:Low birth wt:-0.101 Diagnosis:9ccs92:Otitis media:-0.097 Vital: HC-gain13to19 | coef 0.008 95% CI: [0.007 , 0.008] | OR_adj 1.008 [1.007 1.008] | occ: 1054 | OR_unadj: 1.081 [0.862 1.357] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs166:Oth male gen:-0.060 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.060 Diagnosis:9ccs243:Poisn nonmed:0.059 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.055 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.054 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.054 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.053 Newborn Diagnosis:9ccs216:Nerv cong an:-0.049 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.049 Diagnosis:9ccs74:Ot mentl cnd:0.049 Vital: Ht Percentile-gain1to5 | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 452 | OR_unadj: 0.762 [0.526 1.105] | indivs AUC:0.466 Correlated most with: Newborn Diagnosis:9ccs220:Birth asphyx:0.121 Diagnosis:9ccs167:Breast dx:-0.062 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.060 Lab:292147 TSH - Sunrise:0.057 Diagnosis:9ccs228:Fx skull fac:-0.057 Diagnosis:9ccs258:Other screen:-0.051 Diagnosis:9ccs143:Abdom hernia:0.050 Diagnosis:9ccs48:Thyroid dsor:0.046 Diagnosis:9ccs231:Oth fracture:-0.046 Diagnosis:9ccs253:Allergy:-0.045 * Vital: Ht Percentile-gain0to24 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 926 | OR_unadj: 1.596 [1.246 2.043] | indivs AUC:0.590 Correlated most with: Diagnosis:9ccs229:Fx arm:0.084 Diagnosis:9ccs136:Teeth dx:-0.075 Diagnosis:9ccs59:Anemia:-0.074 Diagnosis:9ccs147:Anal/rectal:0.061 Diagnosis:9ccs212:Ot bone dx:-0.061 Diagnosis:9ccs120:Hemmorhoids:0.060 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.060 Diagnosis:9ccs243:Poisn nonmed:-0.056 Diagnosis:9ccs105:Conduction:0.056 Newborn Diagnosis:9ccs223:Birth trauma:0.056 Vital: HR-avg10to13 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 456 | OR_unadj: 1.345 [0.952 1.900] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs129:Asp pneumon:0.094 Diagnosis:9ccs244:Other injury:-0.076 Diagnosis:9ccs159:UTI:0.068 Diagnosis:9ccs58:Ot nutrit dx:0.066 Diagnosis:9ccs7:Viral infect:0.056 Diagnosis:9ccs106:Dysrhythmia:0.056 Diagnosis:9ccs92:Otitis media:0.056 Diagnosis:9ccs151:Oth liver dx:0.050 Newborn Diagnosis:9ccs133:Oth low resp:0.050 Diagnosis:9ccs162:Ot dx bladdr:-0.049 Vital: Ht Percentile-avg13to16 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 661 | OR_unadj: 1.285 [0.973 1.695] | indivs AUC:0.545 Correlated most with: Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.088 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.088 Newborn Diagnosis:9ccs223:Birth trauma:0.074 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.066 Lab:323854 CULTURE FECES - Sunrise:0.065 Diagnosis:9ccs120:Hemmorhoids:0.064 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.064 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.064 Newborn Diagnosis:9ccs253:Allergy:-0.064 Newborn Diagnosis:9ccs97:Carditis:-0.063 Vital: Ht Percentile-avg5to7 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 474 | OR_unadj: 1.174 [0.856 1.610] | indivs AUC:0.517 Correlated most with: Diagnosis:9ccs117:Ot circul dx:-0.088 Diagnosis:9ccs219:Low birth wt:-0.082 Newborn Diagnosis:9ccs217:Ot cong anom:0.081 Diagnosis:9ccs223:Birth trauma:0.074 Newborn Diagnosis:9ccs97:Carditis:-0.072 Newborn Diagnosis:9ccs239:Superfic inj:-0.072 Newborn Diagnosis:9ccs104:Oth heart dx:-0.072 Diagnosis:9ccs162:Ot dx bladdr:0.072 Diagnosis:9ccs48:Thyroid dsor:-0.071 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.069 * Vital: HC-avg19to24 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 933 | OR_unadj: 1.593 [1.247 2.034] | indivs AUC:0.601 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:0.085 Diagnosis:9ccs214:GI cong anom:-0.082 Diagnosis:9ccs229:Fx arm:0.072 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.066 Diagnosis:9ccs245:Syncope:-0.066 Diagnosis:9ccs61:Sickle cell:0.065 Diagnosis:9ccs143:Abdom hernia:0.064 Diagnosis:9ccs251:Abdomnl pain:-0.056 Newborn Diagnosis:9ccs224:Ot perint dx:0.056 Diagnosis:9ccs137:Mouth dx:-0.054 * Vital: Ht-avg5to7 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1348 | OR_unadj: 1.486 [1.156 1.909] | indivs AUC:0.540 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.150 Lab:306854 PLATELET COUNT - Sunrise:-0.127 Diagnosis:9ccs219:Low birth wt:-0.106 Diagnosis:9ccs3:Oth bact inf:0.097 Newborn Diagnosis:9ccs218:Liveborn:-0.097 Newborn Diagnosis:9ccs253:Allergy:-0.083 Newborn Diagnosis:9ccs221:Resp distres:-0.076 Newborn Diagnosis:9ccs256:Exam/eval:-0.071 Newborn Diagnosis:9ccs222:Perint jaund:-0.070 Diagnosis:9ccs59:Anemia:-0.068 * Vital: Ht-gain0to24 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1385 | OR_unadj: 1.531 [1.220 1.920] | indivs AUC:0.572 Correlated most with: Diagnosis:9ccs242:Poisn ot med:-0.075 Diagnosis:9ccs127:COPD:0.070 Diagnosis:9ccs55:Fluid/elc dx:-0.070 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.066 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.065 Diagnosis:9ccs147:Anal/rectal:0.062 Newborn Diagnosis:9ccs224:Ot perint dx:0.062 Diagnosis:9ccs62:Coag/hemr dx:-0.060 Diagnosis:9ccs133:Oth low resp:0.059 Diagnosis:9ccs253:Allergy:0.058 Vital: HR-avg13to16 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 418 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.481 Correlated most with: Diagnosis:9ccs228:Fx skull fac:0.156 Newborn Diagnosis:9ccs252:Fatigue:0.087 Newborn Diagnosis:9ccs220:Birth asphyx:0.083 Diagnosis:9ccs10:Immuniz/scrn:0.070 Diagnosis:9ccs214:GI cong anom:-0.065 Diagnosis:9ccs74:Ot mentl cnd:-0.061 Diagnosis:9ccs231:Oth fracture:0.058 Diagnosis:9ccs229:Fx arm:-0.056 Diagnosis:9ccs92:Otitis media:0.054 Lab:292495 LEAD LEVEL - Sunrise:-0.053 Vital: Ht Percentile-gain0to3 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 388 | OR_unadj: 1.032 [0.709 1.504] | indivs AUC:0.540 Correlated most with: Diagnosis:9ccs162:Ot dx bladdr:0.103 Newborn Diagnosis:9ccs229:Fx arm:-0.099 Newborn Diagnosis:9ccs2620:E Codes: Unspecified:-0.099 Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:-0.099 Newborn Diagnosis:9ccs204:Ot joint dx:0.082 Diagnosis:9ccs64:Ot hematl dx:-0.078 Diagnosis:9ccs133:Oth low resp:0.076 Diagnosis:9ccs250:Nausea/vomit:0.074 Diagnosis:9ccs62:Coag/hemr dx:-0.074 Number of Visits:0.071 Vital: HR-avg16to19 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 366 | OR_unadj: 1.321 [0.899 1.943] | indivs AUC:0.492 Correlated most with: Diagnosis:9ccs231:Oth fracture:0.137 Diagnosis:9ccs2619:e codes: other specified- nec:0.116 Diagnosis:9ccs228:Fx skull fac:0.098 Diagnosis:9ccs125:Bronchitis:0.084 Newborn Diagnosis:9ccs217:Ot cong anom:0.083 Diagnosis:9ccs217:Ot cong anom:0.074 Diagnosis:9ccs247:Lymph enlarg:-0.073 Diagnosis:9ccs61:Sickle cell:0.067 Lab:294199 BILIRUBIN SCAN - LMC:0.067 Diagnosis:9ccs259:Unclassified:0.066 Vital: RR-latest | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 795 | OR_unadj: 1.214 [0.892 1.653] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs188:Pelvic obstr:0.100 Diagnosis:9ccs254:Rehab:0.086 Diagnosis:9ccs151:Oth liver dx:0.083 Diagnosis:9ccs92:Otitis media:-0.078 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.073 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.072 Diagnosis:9ccs125:Bronchitis:0.069 Diagnosis:9ccs127:COPD:-0.064 Diagnosis:9ccs61:Sickle cell:0.064 Diagnosis:9ccs124:Tonsillitis:-0.063 Vital: Ht Percentile-avg7to10 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 538 | OR_unadj: 1.276 [0.951 1.712] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs117:Ot circul dx:-0.084 Diagnosis:9ccs219:Low birth wt:-0.084 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.080 Diagnosis:9ccs223:Birth trauma:0.077 Newborn Diagnosis:9ccs138:Esophgeal dx:-0.075 Newborn Diagnosis:9ccs224:Ot perint dx:0.070 Newborn Diagnosis:9ccs253:Allergy:-0.068 Diagnosis:9ccs120:Hemmorhoids:0.067 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.067 Newborn Diagnosis:9ccs166:Oth male gen:0.061 Vital: HR-avg19to24 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 455 | OR_unadj: 1.253 [0.883 1.777] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs167:Breast dx:0.082 Lab:294199 BILIRUBIN SCAN - LMC:0.081 Diagnosis:9ccs251:Abdomnl pain:-0.069 Diagnosis:9ccs259:Unclassified:0.066 Diagnosis:9ccs70:Schizo/rl dx:-0.066 Diagnosis:9ccs212:Ot bone dx:-0.060 Lab:306854 PLATELET COUNT - Sunrise:0.058 Diagnosis:9ccs89:Blindness:-0.056 Diagnosis:9ccs145:Int obstruct:-0.051 Diagnosis:9ccs238:Complic proc:0.049 Vital: HC-avg10to13 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1210 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.608 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.296 Number of Visits:-0.273 Diagnosis:9ccs255:Social admin:-0.264 Diagnosis:9ccs126:Ot up rsp in:-0.240 Diagnosis:9ccs7:Viral infect:-0.222 Diagnosis:9ccs257:Ot aftercare:-0.195 Diagnosis:9ccs92:Otitis media:-0.179 Diagnosis:9ccs125:Bronchitis:-0.138 Diagnosis:9ccs59:Anemia:-0.135 Diagnosis:9ccs135:Intest infct:-0.125 Vital: Ht Percentile-avg0to1 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 309 | OR_unadj: 1.145 [0.783 1.674] | indivs AUC:0.507 Correlated most with: Newborn Diagnosis:9ccs252:Fatigue:0.098 Diagnosis:9ccs120:Hemmorhoids:0.095 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.095 Diagnosis:9ccs9:Sexual Infxs:0.088 Diagnosis:9ccs51:Ot endo dsor:0.088 Diagnosis:9ccs61:Sickle cell:0.083 Diagnosis:9ccs138:Esophgeal dx:-0.080 Diagnosis:9ccs223:Birth trauma:0.079 Diagnosis:9ccs251:Abdomnl pain:-0.077 Diagnosis:9ccs129:Asp pneumon:-0.071 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1120 | OR_unadj: 1.164 [0.907 1.495] | indivs AUC:0.426 Correlated most with: Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:1.000 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.996 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.736 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.733 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.691 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.689 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.673 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.671 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.652 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.649 * Vital: HC-avg16to19 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 933 | OR_unadj: 1.456 [1.141 1.858] | indivs AUC:0.601 Correlated most with: Diagnosis:9ccs216:Nerv cong an:-0.103 Lab:297262 HEMOGLOBIN (HEMOCUE):0.093 Diagnosis:9ccs143:Abdom hernia:0.078 Diagnosis:9ccs70:Schizo/rl dx:0.074 Newborn Diagnosis:9ccs224:Ot perint dx:0.073 MatDeliveryAge:0.068 Diagnosis:9ccs221:Resp distres:-0.066 Diagnosis:9ccs59:Anemia:-0.065 Lab:294048 STOOL CULTURE - LMC:-0.063 Diagnosis:9ccs253:Allergy:0.060 * Vital: HR-avg5to7 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 318 | OR_unadj: 2.013 [1.408 2.877] | indivs AUC:0.546 Correlated most with: Diagnosis:9ccs221:Resp distres:0.164 Diagnosis:9ccs228:Fx skull fac:0.125 Diagnosis:9ccs44:Neoplsm unsp:-0.084 Diagnosis:9ccs231:Oth fracture:0.084 Diagnosis:9ccs117:Ot circul dx:-0.077 Diagnosis:9ccs213:Cardiac anom:-0.075 Diagnosis:9ccs125:Bronchitis:0.071 Diagnosis:9ccs115:Aneurysm:-0.068 Diagnosis:9ccs48:Thyroid dsor:0.066 Newborn Diagnosis:9ccs104:Oth heart dx:-0.064 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1126 | OR_unadj: 1.090 [0.850 1.398] | indivs AUC:0.467 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.994 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.336 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.336 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.335 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.333 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.266 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.264 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.174 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.172 * Vital: Ht Percentile-avg19to24 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 931 | OR_unadj: 1.595 [1.246 2.040] | indivs AUC:0.596 Correlated most with: Diagnosis:9ccs229:Fx arm:0.084 Diagnosis:9ccs136:Teeth dx:-0.078 Diagnosis:9ccs59:Anemia:-0.076 Diagnosis:9ccs212:Ot bone dx:-0.061 Diagnosis:9ccs120:Hemmorhoids:0.060 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.060 Diagnosis:9ccs147:Anal/rectal:0.058 Diagnosis:9ccs243:Poisn nonmed:-0.058 Newborn Diagnosis:9ccs223:Birth trauma:0.056 Diagnosis:9ccs105:Conduction:0.056 Vital: Ht Percentile-avg3to5 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 407 | OR_unadj: 1.123 [0.792 1.592] | indivs AUC:0.524 Correlated most with: Diagnosis:9ccs223:Birth trauma:0.105 Newborn Diagnosis:9ccs219:Low birth wt:-0.084 Diagnosis:9ccs162:Ot dx bladdr:0.084 Newborn Diagnosis:9ccs239:Superfic inj:-0.079 Newborn Diagnosis:9ccs104:Oth heart dx:-0.079 Newborn Diagnosis:9ccs97:Carditis:-0.079 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.078 Diagnosis:9ccs215:gu cong anom:0.077 Lab:323854 CULTURE FECES - Sunrise:0.074 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.072 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef 0.006 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.006] | occ: 1067 | OR_unadj: 1.024 [0.789 1.329] | indivs AUC:0.503 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.998 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.507 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.506 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.481 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.480 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.444 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.443 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.351 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.348 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.006 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.006] | occ: 1120 | OR_unadj: 1.085 [0.845 1.392] | indivs AUC:0.463 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.994 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.337 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.337 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.335 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.334 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.268 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.267 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.173 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.172 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1126 | OR_unadj: 1.150 [0.895 1.477] | indivs AUC:0.424 Correlated most with: Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:1.000 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.996 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.736 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.734 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.693 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.688 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.674 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.670 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.654 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.649 * Vital: HC-gain0to24 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 920 | OR_unadj: 1.672 [1.308 2.137] | indivs AUC:0.604 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:0.085 Diagnosis:9ccs214:GI cong anom:-0.083 Diagnosis:9ccs229:Fx arm:0.072 Diagnosis:9ccs245:Syncope:-0.067 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.066 Diagnosis:9ccs61:Sickle cell:0.063 Diagnosis:9ccs251:Abdomnl pain:-0.057 Diagnosis:9ccs143:Abdom hernia:0.056 Newborn Diagnosis:9ccs224:Ot perint dx:0.056 Diagnosis:9ccs105:Conduction:0.054 Vital: Ht Percentile-avg1to3 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 371 | OR_unadj: 1.004 [0.693 1.454] | indivs AUC:0.502 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.091 Diagnosis:9ccs117:Ot circul dx:-0.082 Diagnosis:9ccs98:HTN:-0.082 Diagnosis:9ccs2619:e codes: other specified- nec:0.082 Diagnosis:9ccs120:Hemmorhoids:0.079 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.079 Diagnosis:9ccs219:Low birth wt:-0.077 Diagnosis:9ccs223:Birth trauma:0.073 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.064 Diagnosis:9ccs133:Oth low resp:0.064 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1123 | OR_unadj: 1.195 [0.939 1.521] | indivs AUC:0.509 Correlated most with: Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.996 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.386 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.385 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.383 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.382 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.356 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.355 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.345 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.345 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1129 | OR_unadj: 1.187 [0.933 1.510] | indivs AUC:0.504 Correlated most with: Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.996 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.387 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.385 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.382 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.381 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.357 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.355 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.345 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.344 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1122 | OR_unadj: 1.304 [1.019 1.669] | indivs AUC:0.514 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.998 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.511 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.511 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.345 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.345 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.214 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.213 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.196 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.195 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1116 | OR_unadj: 1.314 [1.027 1.682] | indivs AUC:0.519 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.998 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.512 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.511 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.345 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.344 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.213 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.213 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.195 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.195 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1129 | OR_unadj: 1.087 [0.853 1.386] | indivs AUC:0.475 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.999 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.511 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.511 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.309 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.309 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.258 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.257 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.245 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.244 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1129 | OR_unadj: 1.207 [0.948 1.536] | indivs AUC:0.479 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.999 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.673 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.672 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.633 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.632 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.613 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.612 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.357 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.355 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1124 | OR_unadj: 1.167 [0.908 1.500] | indivs AUC:0.513 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.999 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.337 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.336 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.310 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.309 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.300 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.298 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.293 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.292 Vital: HR-avg1to3 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 265 | OR_unadj: 0.901 [0.585 1.388] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs230:Fx leg:-0.135 Diagnosis:9ccs7:Viral infect:0.104 Diagnosis:9ccs9:Sexual Infxs:0.101 Newborn Diagnosis:9ccs191:Amnios dx:0.090 Newborn Diagnosis:9ccs47:Ot bnign neo:0.081 Diagnosis:9ccs125:Bronchitis:0.076 Diagnosis:9ccs145:Int obstruct:-0.071 Diagnosis:9ccs63:Wht blood dx:0.069 Diagnosis:9ccs122:Pneumonia:0.065 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.065 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.006] | occ: 1123 | OR_unadj: 1.089 [0.854 1.390] | indivs AUC:0.472 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.999 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.512 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.511 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.310 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.309 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.257 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.257 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.245 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.245 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1061 | OR_unadj: 1.018 [0.783 1.322] | indivs AUC:0.501 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.998 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.508 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.506 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.482 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.481 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.445 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.443 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.349 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.347 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1118 | OR_unadj: 1.172 [0.912 1.506] | indivs AUC:0.517 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.999 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.337 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.335 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.310 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.310 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.300 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.299 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.293 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.293 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1123 | OR_unadj: 1.078 [0.842 1.380] | indivs AUC:0.554 Correlated most with: Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:1.000 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.996 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.736 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.734 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.673 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.670 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.639 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.638 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.623 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.621 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1129 | OR_unadj: 1.293 [1.010 1.656] | indivs AUC:0.499 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.998 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.487 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.486 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.463 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.462 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.440 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.438 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.393 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.392 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1123 | OR_unadj: 1.303 [1.018 1.669] | indivs AUC:0.504 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.998 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.486 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.485 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.463 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.462 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.438 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.438 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.392 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.391 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1073 | OR_unadj: 1.178 [0.920 1.510] | indivs AUC:0.544 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.996 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.560 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.558 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.558 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.556 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.473 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.472 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.450 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.449 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1123 | OR_unadj: 1.201 [0.943 1.530] | indivs AUC:0.482 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.673 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.672 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.633 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.632 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.613 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.611 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.356 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.355 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1068 | OR_unadj: 1.150 [0.896 1.474] | indivs AUC:0.537 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.996 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.560 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.559 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.558 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.557 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.474 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.473 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.451 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.449 Vital: HR-avg3to5 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 273 | OR_unadj: 0.649 [0.397 1.061] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs70:Schizo/rl dx:-0.102 Diagnosis:9ccs9:Sexual Infxs:0.091 Diagnosis:9ccs44:Neoplsm unsp:-0.089 Diagnosis:9ccs230:Fx leg:-0.081 Diagnosis:9ccs224:Ot perint dx:0.077 Number of Visits:0.067 Diagnosis:9ccs135:Intest infct:0.064 Diagnosis:9ccs141:Ot dx stomch:0.063 Diagnosis:9ccs125:Bronchitis:0.060 Diagnosis:9ccs143:Abdom hernia:0.059 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1129 | OR_unadj: 1.101 [0.860 1.408] | indivs AUC:0.556 Correlated most with: Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:1.000 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.996 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.736 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.733 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.673 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.670 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.639 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.637 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.624 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.621 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1123 | OR_unadj: 1.121 [0.884 1.421] | indivs AUC:0.553 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.998 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.933 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.931 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.726 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.724 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.716 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.715 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.714 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.712 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1129 | OR_unadj: 1.139 [0.899 1.443] | indivs AUC:0.558 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.998 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.933 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.931 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.725 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.725 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.715 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.715 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.713 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.712 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1129 | OR_unadj: 0.852 [0.649 1.119] | indivs AUC:0.485 Correlated most with: Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:1.000 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.997 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.918 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.915 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.746 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.746 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.744 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.744 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.713 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.712 Vital: RR-avg19to24 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 186 | OR_unadj: 1.215 [0.655 2.254] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs61:Sickle cell:0.135 Newborn Diagnosis:9ccs252:Fatigue:0.132 Diagnosis:9ccs8:Oth infectns:0.094 Diagnosis:9ccs217:Ot cong anom:-0.086 Diagnosis:9ccs125:Bronchitis:0.080 Diagnosis:9ccs59:Anemia:0.071 Diagnosis:9ccs161:Ot dx kidney:0.063 Diagnosis:9ccs2603:E Codes: Fall:0.063 Diagnosis:9ccs159:UTI:0.060 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:-0.060 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1123 | OR_unadj: 0.843 [0.641 1.108] | indivs AUC:0.482 Correlated most with: Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:1.000 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.997 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.918 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.916 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.746 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.746 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.744 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.743 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.714 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.712 Vital: HR-avg0to1 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 196 | OR_unadj: 1.544 [0.961 2.479] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs104:Oth heart dx:0.167 Diagnosis:9ccs259:Unclassified:0.140 Newborn Diagnosis:9ccs204:Ot joint dx:0.093 Newborn Diagnosis:9ccs97:Carditis:-0.091 Newborn Diagnosis:9ccs239:Superfic inj:-0.091 Newborn Diagnosis:9ccs104:Oth heart dx:-0.091 Diagnosis:9ccs162:Ot dx bladdr:-0.082 Diagnosis:9ccs213:Cardiac anom:0.081 Diagnosis:9ccs6:Hepatitis:-0.078 Diagnosis:9ccs4:Mycoses:0.075 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1126 | OR_unadj: 1.098 [0.851 1.416] | indivs AUC:0.439 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.996 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.919 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.915 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.787 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.783 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.714 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.711 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.667 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.663 Vital: RR-avg10to13 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 258 | OR_unadj: 1.045 [0.647 1.689] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs2:Septicemia:0.099 Diagnosis:9ccs125:Bronchitis:0.074 Diagnosis:9ccs135:Intest infct:0.072 Diagnosis:9ccs47:Ot bnign neo:-0.070 Diagnosis:9ccs7:Viral infect:0.067 Diagnosis:9ccs159:UTI:0.066 Diagnosis:9ccs2620:E Codes: Unspecified:-0.062 Diagnosis:9ccs197:Skin infectn:0.062 Newborn Diagnosis:9ccs133:Oth low resp:-0.060 Diagnosis:9ccs221:Resp distres:0.057 Vital: RR-avg7to10 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 249 | OR_unadj: 1.208 [0.786 1.858] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs7:Viral infect:0.109 Diagnosis:9ccs105:Conduction:0.094 Diagnosis:9ccs125:Bronchitis:0.093 Newborn Diagnosis:9ccs200:Oth skin dx:0.084 Diagnosis:9ccs219:Low birth wt:0.080 Lab:292147 TSH - Sunrise:0.072 Diagnosis:9ccs76:Meningitis:-0.068 Diagnosis:9ccs135:Intest infct:0.064 Diagnosis:9ccs10:Immuniz/scrn:0.063 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.062 Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 107 | OR_unadj: 1.091 [0.565 2.105] | indivs AUC:0.498 Correlated most with: Lab:295669 BILIRUBIN DIRECT - LMC:1.000 Lab:294203 BILIRUBIN TOTAL - LMC:0.374 Newborn Diagnosis:9ccs62:Coag/hemr dx:-0.188 Diagnosis:9ccs62:Coag/hemr dx:-0.113 Newborn Diagnosis:9ccs216:Nerv cong an:-0.109 Diagnosis:9ccs245:Syncope:0.088 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.078 Diagnosis:9ccs48:Thyroid dsor:0.063 Diagnosis:9ccs141:Ot dx stomch:0.061 Lab:294495 LEAD, BLOOD - LMC:-0.059 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1120 | OR_unadj: 1.111 [0.861 1.433] | indivs AUC:0.443 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.996 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.919 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.916 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.787 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.785 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.714 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.712 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.666 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.664 Census:Percent; Estimate; Percent high school graduate or higher-birth | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1123 | OR_unadj: 1.190 [0.942 1.504] | indivs AUC:0.459 Correlated most with: Census:Percent; Estimate; Percent high school graduate or higher-birth:1.000 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.933 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.931 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.918 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.915 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.794 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.792 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.789 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.787 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1128 | OR_unadj: 1.098 [0.856 1.409] | indivs AUC:0.440 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.998 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.949 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.946 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.788 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.787 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.787 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.785 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.746 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.744 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1122 | OR_unadj: 1.093 [0.852 1.402] | indivs AUC:0.443 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.998 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.948 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.945 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.789 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.787 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.787 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.783 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.746 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.744 Census:Percent; Estimate; Percent high school graduate or higher-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1129 | OR_unadj: 1.179 [0.933 1.489] | indivs AUC:0.455 Correlated most with: Census:Percent; Estimate; Percent high school graduate or higher-latest:1.000 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.933 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.931 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.918 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.916 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.794 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.792 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.788 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.787 * Vital: RR-avg5to7 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 191 | OR_unadj: 1.899 [1.195 3.018] | indivs AUC:0.522 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.232 Diagnosis:9ccs211:Ot conn tiss:0.104 Diagnosis:9ccs44:Neoplsm unsp:-0.083 Diagnosis:9ccs89:Blindness:0.077 Diagnosis:9ccs217:Ot cong anom:-0.068 Diagnosis:9ccs47:Ot bnign neo:-0.062 Diagnosis:9ccs125:Bronchitis:0.054 Diagnosis:10ccs58:Ot nutrit dx:-0.053 Diagnosis:9ccs134:Ot uppr resp:-0.052 Diagnosis:9ccs243:Poisn nonmed:-0.051 Vital: RR-avg13to16 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 199 | OR_unadj: 1.538 [0.931 2.540] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs188:Pelvic obstr:0.238 Diagnosis:9ccs181:Ot preg comp:-0.130 Newborn Diagnosis:9ccs47:Ot bnign neo:0.096 Diagnosis:9ccs10:Immuniz/scrn:0.075 Diagnosis:9ccs242:Poisn ot med:0.075 Diagnosis:9ccs106:Dysrhythmia:0.072 Diagnosis:9ccs55:Fluid/elc dx:0.067 Newborn Diagnosis:9ccs223:Birth trauma:0.059 Lab:294048 STOOL CULTURE - LMC:0.051 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.050 Vital: RR-avg16to19 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 156 | OR_unadj: 1.148 [0.576 2.288] | indivs AUC:0.490 Correlated most with: Diagnosis:9ccs61:Sickle cell:0.111 Diagnosis:9ccs125:Bronchitis:0.093 Diagnosis:9ccs223:Birth trauma:0.073 Diagnosis:9ccs10:Immuniz/scrn:0.073 Newborn Diagnosis:9ccs204:Ot joint dx:0.062 Diagnosis:9ccs117:Ot circul dx:0.059 Diagnosis:9ccs165:Inf male gen:-0.058 Diagnosis:9ccs138:Esophgeal dx:-0.056 Diagnosis:9ccs135:Intest infct:-0.055 Diagnosis:9ccs212:Ot bone dx:0.054 Vital: RR-avg3to5 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 185 | OR_unadj: 1.354 [0.827 2.219] | indivs AUC:0.484 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:0.127 Diagnosis:9ccs70:Schizo/rl dx:-0.122 Diagnosis:9ccs163:Other GU dx:0.113 Diagnosis:9ccs254:Rehab:0.112 Diagnosis:9ccs105:Conduction:0.102 Diagnosis:9ccs59:Anemia:0.075 Diagnosis:9ccs224:Ot perint dx:0.073 Diagnosis:9ccs217:Ot cong anom:0.071 Diagnosis:9ccs151:Oth liver dx:0.066 Diagnosis:9ccs44:Neoplsm unsp:-0.058 Census:Percent; Estimate; Percent bachelor's degree or higher-birth | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1123 | OR_unadj: 0.979 [0.754 1.271] | indivs AUC:0.419 Correlated most with: Census:Percent; Estimate; Percent bachelor's degree or higher-birth:1.000 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.997 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.948 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.946 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.919 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.915 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.794 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.792 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.746 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.744 Census:Percent; Estimate; Percent bachelor's degree or higher-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1129 | OR_unadj: 0.967 [0.745 1.256] | indivs AUC:0.415 Correlated most with: Census:Percent; Estimate; Percent bachelor's degree or higher-latest:1.000 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.997 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.949 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.945 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.919 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.916 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.794 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.792 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.746 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.743 Vital: RR-avg1to3 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 165 | OR_unadj: 1.209 [0.727 2.010] | indivs AUC:0.470 Correlated most with: Diagnosis:9ccs230:Fx leg:-0.146 Diagnosis:9ccs75:Hx mental dx:-0.080 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.070 Diagnosis:9ccs244:Other injury:-0.063 Diagnosis:9ccs153:GI hemorrhag:-0.058 Diagnosis:9ccs145:Int obstruct:-0.057 Diagnosis:9ccs125:Bronchitis:0.057 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.056 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.056 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.056 Vital: RR-avg0to1 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 127 | OR_unadj: 1.370 [0.818 2.296] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs151:Oth liver dx:0.082 Diagnosis:9ccs75:Hx mental dx:-0.079 Diagnosis:9ccs217:Ot cong anom:-0.077 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.072 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.072 Diagnosis:9ccs222:Perint jaund:0.068 Diagnosis:9ccs212:Ot bone dx:-0.068 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.065 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.065 Newborn Diagnosis:9ccs224:Ot perint dx:-0.065 * Diagnosis:9ccs128:Asthma | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 202 | OR_unadj: 1.499 [1.080 2.082] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs128:Asthma:1.000 Number of Visits:0.320 Diagnosis:9ccs122:Pneumonia:0.304 Diagnosis:9ccs125:Bronchitis:0.246 Diagnosis:9ccs92:Otitis media:0.232 Diagnosis:9ccs257:Ot aftercare:0.189 Diagnosis:9ccs133:Oth low resp:0.170 Diagnosis:9ccs127:COPD:0.160 Diagnosis:9ccs126:Ot up rsp in:0.156 Diagnosis:9ccs7:Viral infect:0.137 Diagnosis:9ccs7:Viral infect | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 797 | OR_unadj: 0.878 [0.699 1.102] | indivs AUC:0.449 Correlated most with: Diagnosis:9ccs7:Viral infect:1.000 Number of Visits:0.408 Diagnosis:9ccs126:Ot up rsp in:0.270 Diagnosis:9ccs10:Immuniz/scrn:0.243 Diagnosis:9ccs257:Ot aftercare:0.225 Diagnosis:9ccs125:Bronchitis:0.219 Diagnosis:9ccs92:Otitis media:0.216 Diagnosis:9ccs200:Oth skin dx:0.216 Diagnosis:9ccs155:Other GI dx:0.202 Diagnosis:9ccs255:Social admin:0.189 Diagnosis:9ccs135:Intest infct | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 470 | OR_unadj: 1.188 [0.925 1.525] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs135:Intest infct:1.000 Number of Visits:0.295 Diagnosis:9ccs126:Ot up rsp in:0.182 Diagnosis:9ccs257:Ot aftercare:0.171 Diagnosis:9ccs7:Viral infect:0.168 Diagnosis:9ccs125:Bronchitis:0.167 Diagnosis:9ccs92:Otitis media:0.154 Diagnosis:9ccs10:Immuniz/scrn:0.145 Diagnosis:9ccs255:Social admin:0.136 Diagnosis:9ccs155:Other GI dx:0.131 Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 107 | OR_unadj: 0.882 [0.382 2.035] | indivs AUC:0.513 Correlated most with: Lab:294203 BILIRUBIN TOTAL - LMC:1.000 Lab:295669 BILIRUBIN DIRECT - LMC:0.374 Diagnosis:9ccs151:Oth liver dx:-0.123 Diagnosis:9ccs245:Syncope:0.115 Newborn Diagnosis:9ccs62:Coag/hemr dx:-0.102 Diagnosis:9ccs222:Perint jaund:-0.101 Diagnosis:9ccs205:Back problem:0.095 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.091 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.090 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.082 Diagnosis:9ccs125:Bronchitis | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 481 | OR_unadj: 0.983 [0.763 1.267] | indivs AUC:0.531 Correlated most with: Diagnosis:9ccs125:Bronchitis:1.000 Number of Visits:0.293 Diagnosis:9ccs257:Ot aftercare:0.288 Diagnosis:9ccs126:Ot up rsp in:0.250 Diagnosis:9ccs128:Asthma:0.246 Diagnosis:9ccs92:Otitis media:0.230 Diagnosis:9ccs7:Viral infect:0.219 Diagnosis:9ccs122:Pneumonia:0.187 Diagnosis:9ccs90:Eye infectn:0.175 Diagnosis:9ccs135:Intest infct:0.167 * Diagnosis:9ccs58:Ot nutrit dx | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 162 | OR_unadj: 1.954 [1.381 2.764] | indivs AUC:0.516 Correlated most with: Diagnosis:9ccs58:Ot nutrit dx:1.000 Number of Visits:0.168 Diagnosis:9ccs155:Other GI dx:0.133 Diagnosis:9ccs52:Nutrit defic:0.130 Diagnosis:9ccs232:Sprain:0.106 Diagnosis:9ccs239:Superfic inj:0.093 Diagnosis:9ccs133:Oth low resp:0.088 Diagnosis:9ccs200:Oth skin dx:0.087 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.087 Diagnosis:9ccs257:Ot aftercare:0.081 Diagnosis:9ccs94:Other ear dx | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 166 | OR_unadj: 1.404 [0.979 2.013] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs94:Other ear dx:1.000 Number of Visits:0.257 Diagnosis:9ccs74:Ot mentl cnd:0.205 Diagnosis:9ccs113:Late eff CVD:0.198 Diagnosis:9ccs92:Otitis media:0.119 Diagnosis:9ccs126:Ot up rsp in:0.101 Diagnosis:9ccs95:Oth nerv dx:0.101 Diagnosis:9ccs127:COPD:0.084 Diagnosis:9ccs7:Viral infect:0.080 Diagnosis:9ccs257:Ot aftercare:0.078 Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 806 | OR_unadj: 0.965 [0.769 1.210] | indivs AUC:0.471 Correlated most with: Newborn Diagnosis:9ccs224:Ot perint dx:1.000 Newborn Diagnosis:9ccs222:Perint jaund:0.121 Newborn Diagnosis:9ccs96:Hrt valve dx:0.091 Diagnosis:9ccs7:Viral infect:-0.087 Newborn Diagnosis:9ccs256:Exam/eval:0.084 Newborn Diagnosis:9ccs0:No DX:-0.080 Newborn Diagnosis:9ccs253:Allergy:0.069 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.067 Diagnosis:9ccs64:Ot hematl dx:0.067 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.065 Diagnosis:9ccs133:Oth low resp | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 244 | OR_unadj: 1.121 [0.815 1.542] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs133:Oth low resp:1.000 Number of Visits:0.321 Diagnosis:9ccs256:Exam/eval:0.184 Diagnosis:9ccs155:Other GI dx:0.172 Diagnosis:9ccs128:Asthma:0.170 Diagnosis:9ccs154:Gastroent:0.166 Diagnosis:9ccs253:Allergy:0.164 Diagnosis:9ccs126:Ot up rsp in:0.155 Diagnosis:9ccs127:COPD:0.155 Diagnosis:9ccs7:Viral infect:0.149 Diagnosis:9ccs198:Ot infl skin | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 237 | OR_unadj: 1.022 [0.735 1.419] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs198:Ot infl skin:1.000 Diagnosis:9ccs253:Allergy:0.187 Diagnosis:9ccs200:Oth skin dx:0.160 Number of Visits:0.121 Diagnosis:9ccs10:Immuniz/scrn:0.106 Diagnosis:9ccs7:Viral infect:0.101 Diagnosis:9ccs126:Ot up rsp in:0.097 Diagnosis:9ccs255:Social admin:0.089 Diagnosis:9ccs72:Anxiety dx:0.085 Diagnosis:9ccs92:Otitis media:0.082 Diagnosis:9ccs126:Ot up rsp in | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1288 | OR_unadj: 0.968 [0.750 1.249] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:1.000 Number of Visits:0.440 Diagnosis:9ccs92:Otitis media:0.369 Diagnosis:9ccs255:Social admin:0.356 Diagnosis:9ccs10:Immuniz/scrn:0.309 Diagnosis:9ccs257:Ot aftercare:0.279 Diagnosis:9ccs7:Viral infect:0.270 Diagnosis:9ccs125:Bronchitis:0.250 Diagnosis:9ccs90:Eye infectn:0.206 Diagnosis:9ccs253:Allergy:0.198 Diagnosis:9ccs257:Ot aftercare | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 783 | OR_unadj: 0.992 [0.790 1.245] | indivs AUC:0.459 Correlated most with: Diagnosis:9ccs257:Ot aftercare:1.000 Number of Visits:0.371 Diagnosis:9ccs125:Bronchitis:0.288 Diagnosis:9ccs126:Ot up rsp in:0.279 Diagnosis:9ccs92:Otitis media:0.273 Diagnosis:9ccs7:Viral infect:0.225 Diagnosis:9ccs10:Immuniz/scrn:0.212 Diagnosis:9ccs255:Social admin:0.197 Diagnosis:9ccs128:Asthma:0.189 Diagnosis:9ccs122:Pneumonia:0.182 Diagnosis:9ccs197:Skin infectn | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 189 | OR_unadj: 1.047 [0.730 1.501] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs197:Skin infectn:1.000 Number of Visits:0.162 Diagnosis:9ccs239:Superfic inj:0.115 Diagnosis:9ccs10:Immuniz/scrn:0.108 Diagnosis:9ccs253:Allergy:0.105 Diagnosis:9ccs137:Mouth dx:0.104 Diagnosis:9ccs138:Esophgeal dx:0.103 Diagnosis:9ccs200:Oth skin dx:0.103 Diagnosis:9ccs92:Otitis media:0.099 Diagnosis:9ccs7:Viral infect:0.089 Diagnosis:9ccs134:Ot uppr resp | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 167 | OR_unadj: 0.755 [0.500 1.141] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:1.000 Number of Visits:0.196 Diagnosis:9ccs124:Tonsillitis:0.127 Diagnosis:9ccs253:Allergy:0.125 Diagnosis:9ccs126:Ot up rsp in:0.124 Diagnosis:9ccs90:Eye infectn:0.115 Diagnosis:9ccs211:Ot conn tiss:0.111 Diagnosis:9ccs133:Oth low resp:0.100 Diagnosis:9ccs127:COPD:0.099 Diagnosis:9ccs91:Other eye dx:0.096 Diagnosis:9ccs255:Social admin | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1667 | OR_unadj: 1.120 [0.650 1.932] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs255:Social admin:1.000 Diagnosis:9ccs10:Immuniz/scrn:0.472 Diagnosis:9ccs126:Ot up rsp in:0.356 Diagnosis:9ccs92:Otitis media:0.205 Diagnosis:9ccs253:Allergy:0.198 Diagnosis:9ccs257:Ot aftercare:0.197 Diagnosis:9ccs7:Viral infect:0.189 Number of Visits:0.139 Diagnosis:9ccs125:Bronchitis:0.138 Diagnosis:9ccs135:Intest infct:0.136 Diagnosis:9ccs217:Ot cong anom | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 137 | OR_unadj: 0.657 [0.410 1.052] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs217:Ot cong anom:1.000 Diagnosis:9ccs89:Blindness:0.212 Newborn Diagnosis:9ccs217:Ot cong anom:0.147 Number of Visits:0.123 Diagnosis:9ccs2619:e codes: other specified- nec:0.116 Diagnosis:9ccs91:Other eye dx:0.110 Diagnosis:9ccs95:Oth nerv dx:0.107 Diagnosis:9ccs10:Immuniz/scrn:0.089 Diagnosis:9ccs257:Ot aftercare:0.089 Diagnosis:9ccs133:Oth low resp:0.085 Diagnosis:9ccs59:Anemia | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 182 | OR_unadj: 1.032 [0.714 1.490] | indivs AUC:0.518 Correlated most with: Diagnosis:9ccs59:Anemia:1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.135 Diagnosis:9ccs216:Nerv cong an:0.108 Number of Visits:0.088 Diagnosis:9ccs10:Immuniz/scrn:0.085 Diagnosis:9ccs255:Social admin:0.076 Diagnosis:9ccs245:Syncope:0.076 Diagnosis:9ccs137:Mouth dx:0.075 Diagnosis:9ccs4:Mycoses:0.074 Newborn Diagnosis:9ccs138:Esophgeal dx:0.070 Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1428 | OR_unadj: 0.961 [0.720 1.284] | indivs AUC:0.455 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:1.000 Diagnosis:9ccs255:Social admin:0.472 Diagnosis:9ccs126:Ot up rsp in:0.309 Number of Visits:0.260 Diagnosis:9ccs7:Viral infect:0.243 Diagnosis:9ccs257:Ot aftercare:0.212 Diagnosis:9ccs92:Otitis media:0.200 Diagnosis:9ccs253:Allergy:0.198 Diagnosis:9ccs125:Bronchitis:0.161 Diagnosis:9ccs90:Eye infectn:0.151 Diagnosis:9ccs259:Unclassified | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 117 | OR_unadj: 1.492 [0.984 2.262] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs259:Unclassified:1.000 Diagnosis:9ccs143:Abdom hernia:0.100 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.089 Newborn Diagnosis:9ccs252:Fatigue:0.089 Newborn Diagnosis:9ccs204:Ot joint dx:0.089 Diagnosis:9ccs104:Oth heart dx:0.089 Diagnosis:9ccs250:Nausea/vomit:0.084 Diagnosis:9ccs48:Thyroid dsor:0.079 Newborn Diagnosis:9ccs219:Low birth wt:0.077 Diagnosis:9ccs240:Burns:0.076 Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 225 | OR_unadj: 0.925 [0.656 1.303] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs222:Perint jaund:1.000 Diagnosis:9ccs151:Oth liver dx:0.181 Newborn Diagnosis:9ccs222:Perint jaund:0.108 Lab:294203 BILIRUBIN TOTAL - LMC:-0.101 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.077 Diagnosis:9ccs224:Ot perint dx:0.073 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.068 Diagnosis:9ccs231:Oth fracture:0.067 Diagnosis:9ccs238:Complic proc:0.067 Diagnosis:9ccs55:Fluid/elc dx:0.066 Diagnosis:9ccs253:Allergy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 857 | OR_unadj: 1.042 [0.831 1.306] | indivs AUC:0.448 Correlated most with: Diagnosis:9ccs253:Allergy:1.000 Number of Visits:0.299 Diagnosis:9ccs200:Oth skin dx:0.229 Diagnosis:9ccs126:Ot up rsp in:0.198 Diagnosis:9ccs255:Social admin:0.198 Diagnosis:9ccs10:Immuniz/scrn:0.198 Diagnosis:9ccs198:Ot infl skin:0.187 Diagnosis:9ccs155:Other GI dx:0.183 Diagnosis:9ccs7:Viral infect:0.174 Diagnosis:9ccs257:Ot aftercare:0.174 Newborn Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 184 | OR_unadj: 1.088 [0.758 1.563] | indivs AUC:0.503 Correlated most with: Newborn Diagnosis:9ccs222:Perint jaund:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.329 Newborn Diagnosis:9ccs256:Exam/eval:0.269 Diagnosis:9ccs219:Low birth wt:0.213 Newborn Diagnosis:9ccs253:Allergy:0.185 Newborn Diagnosis:9ccs221:Resp distres:0.144 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.121 Newborn Diagnosis:9ccs224:Ot perint dx:0.121 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.112 Diagnosis:9ccs222:Perint jaund:0.108 Diagnosis:9ccs4:Mycoses | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 182 | OR_unadj: 1.068 [0.742 1.539] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs4:Mycoses:1.000 Number of Visits:0.185 Diagnosis:9ccs92:Otitis media:0.150 Diagnosis:9ccs200:Oth skin dx:0.133 Diagnosis:9ccs253:Allergy:0.131 Diagnosis:9ccs126:Ot up rsp in:0.128 Diagnosis:9ccs7:Viral infect:0.095 Diagnosis:9ccs155:Other GI dx:0.087 Diagnosis:9ccs76:Meningitis:0.082 Diagnosis:9ccs257:Ot aftercare:0.081 Vital: HC Percentile-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 49 | OR_unadj: 0.784 [0.264 2.329] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs5:HIV infectn:0.122 Diagnosis:9ccs48:Thyroid dsor:0.090 Diagnosis:9ccs83:Epilepsy/cnv:-0.084 Newborn Diagnosis:9ccs253:Allergy:-0.053 Diagnosis:9ccs94:Other ear dx:-0.049 Diagnosis:9ccs138:Esophgeal dx:-0.048 Diagnosis:9ccs4:Mycoses:-0.045 Diagnosis:10ccs58:Ot nutrit dx:0.045 Diagnosis:9ccs234:Crush injury:0.045 Diagnosis:9ccs113:Late eff CVD:-0.043 Diagnosis:9ccs91:Other eye dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 156 | OR_unadj: 0.984 [0.661 1.465] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs91:Other eye dx:1.000 Diagnosis:9ccs89:Blindness:0.242 Diagnosis:9ccs90:Eye infectn:0.173 Number of Visits:0.142 Diagnosis:9ccs7:Viral infect:0.121 Diagnosis:9ccs217:Ot cong anom:0.110 Diagnosis:9ccs44:Neoplsm unsp:0.108 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.100 Diagnosis:9ccs96:Hrt valve dx:0.097 Diagnosis:9ccs134:Ot uppr resp:0.096 Diagnosis:9ccs250:Nausea/vomit | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 89 | OR_unadj: 1.171 [0.713 1.922] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs250:Nausea/vomit:1.000 Diagnosis:9ccs138:Esophgeal dx:0.202 Number of Visits:0.181 Diagnosis:9ccs141:Ot dx stomch:0.179 Diagnosis:9ccs133:Oth low resp:0.140 Diagnosis:9ccs155:Other GI dx:0.125 Diagnosis:9ccs257:Ot aftercare:0.111 Diagnosis:9ccs258:Other screen:0.111 Diagnosis:9ccs165:Inf male gen:0.089 Diagnosis:9ccs126:Ot up rsp in:0.086 Diagnosis:9ccs90:Eye infectn | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 443 | OR_unadj: 1.060 [0.819 1.372] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs90:Eye infectn:1.000 Number of Visits:0.288 Diagnosis:9ccs126:Ot up rsp in:0.206 Diagnosis:9ccs92:Otitis media:0.204 Diagnosis:9ccs7:Viral infect:0.180 Diagnosis:9ccs125:Bronchitis:0.175 Diagnosis:9ccs91:Other eye dx:0.173 Diagnosis:9ccs10:Immuniz/scrn:0.151 Diagnosis:9ccs257:Ot aftercare:0.148 Diagnosis:9ccs155:Other GI dx:0.131 Diagnosis:9ccs92:Otitis media | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 817 | OR_unadj: 1.012 [0.807 1.269] | indivs AUC:0.464 Correlated most with: Diagnosis:9ccs92:Otitis media:1.000 Number of Visits:0.404 Diagnosis:9ccs126:Ot up rsp in:0.369 Diagnosis:9ccs257:Ot aftercare:0.273 Diagnosis:9ccs128:Asthma:0.232 Diagnosis:9ccs125:Bronchitis:0.230 Diagnosis:9ccs7:Viral infect:0.216 Diagnosis:9ccs255:Social admin:0.205 Diagnosis:9ccs90:Eye infectn:0.204 Diagnosis:9ccs10:Immuniz/scrn:0.200 * Diagnosis:9ccs122:Pneumonia | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 170 | OR_unadj: 1.447 [1.015 2.063] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs122:Pneumonia:1.000 Diagnosis:9ccs128:Asthma:0.304 Number of Visits:0.287 Diagnosis:9ccs125:Bronchitis:0.187 Diagnosis:9ccs257:Ot aftercare:0.182 Diagnosis:9ccs92:Otitis media:0.169 Diagnosis:9ccs126:Ot up rsp in:0.153 Diagnosis:9ccs90:Eye infectn:0.129 Diagnosis:9ccs135:Intest infct:0.128 Diagnosis:9ccs127:COPD:0.127 Diagnosis:9ccs200:Oth skin dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 507 | OR_unadj: 0.895 [0.695 1.152] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs200:Oth skin dx:1.000 Number of Visits:0.249 Diagnosis:9ccs253:Allergy:0.229 Diagnosis:9ccs7:Viral infect:0.216 Diagnosis:9ccs239:Superfic inj:0.169 Diagnosis:9ccs155:Other GI dx:0.168 Diagnosis:9ccs198:Ot infl skin:0.160 Diagnosis:9ccs126:Ot up rsp in:0.151 Diagnosis:9ccs10:Immuniz/scrn:0.148 Diagnosis:9ccs133:Oth low resp:0.147 Diagnosis:9ccs124:Tonsillitis | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 57 | OR_unadj: 1.396 [0.775 2.517] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs124:Tonsillitis:1.000 Diagnosis:9ccs120:Hemmorhoids:0.130 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.130 Diagnosis:9ccs188:Pelvic obstr:0.130 Diagnosis:9ccs134:Ot uppr resp:0.127 Lab:306854 PLATELET COUNT - Sunrise:0.096 Diagnosis:9ccs126:Ot up rsp in:0.095 Number of Visits:0.090 Diagnosis:9ccs76:Meningitis:0.084 Diagnosis:9ccs92:Otitis media:0.080 Diagnosis:9ccs74:Ot mentl cnd | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 204 | OR_unadj: 0.817 [0.565 1.182] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs74:Ot mentl cnd:1.000 Diagnosis:9ccs113:Late eff CVD:0.219 Diagnosis:9ccs94:Other ear dx:0.205 Number of Visits:0.187 Diagnosis:9ccs95:Oth nerv dx:0.179 Diagnosis:9ccs10:Immuniz/scrn:0.122 Diagnosis:9ccs70:Schizo/rl dx:0.093 Diagnosis:9ccs126:Ot up rsp in:0.089 Diagnosis:9ccs216:Nerv cong an:0.078 Diagnosis:9ccs223:Birth trauma:0.074 Diagnosis:9ccs96:Hrt valve dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 159 | OR_unadj: 1.256 [0.863 1.827] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.473 Newborn Diagnosis:9ccs96:Hrt valve dx:0.250 Diagnosis:9ccs117:Ot circul dx:0.228 Newborn Diagnosis:9ccs213:Cardiac anom:0.208 Newborn Diagnosis:9ccs216:Nerv cong an:0.131 Diagnosis:9ccs245:Syncope:0.131 Diagnosis:9ccs244:Other injury:0.101 Diagnosis:9ccs91:Other eye dx:0.097 Diagnosis:9ccs83:Epilepsy/cnv:0.089 Diagnosis:9ccs239:Superfic inj | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 165 | OR_unadj: 0.910 [0.613 1.351] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs239:Superfic inj:1.000 Number of Visits:0.206 Diagnosis:9ccs258:Other screen:0.184 Diagnosis:9ccs200:Oth skin dx:0.169 Diagnosis:9ccs7:Viral infect:0.129 Diagnosis:9ccs155:Other GI dx:0.129 Diagnosis:9ccs256:Exam/eval:0.127 Diagnosis:9ccs133:Oth low resp:0.124 Diagnosis:9ccs126:Ot up rsp in:0.118 Diagnosis:9ccs197:Skin infectn:0.115 Diagnosis:9ccs0:No DX | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 89 | OR_unadj: 1.408 [0.874 2.268] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs0:No DX:1.000 Diagnosis:9ccs10:Immuniz/scrn:0.110 Diagnosis:9ccs105:Conduction:0.103 Diagnosis:9ccs212:Ot bone dx:0.085 Diagnosis:9ccs44:Neoplsm unsp:0.069 Diagnosis:9ccs209:Ot acq defor:0.065 Diagnosis:9ccs135:Intest infct:0.053 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.053 Diagnosis:9ccs250:Nausea/vomit:0.053 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.053 Diagnosis:9ccs256:Exam/eval | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 141 | OR_unadj: 0.785 [0.505 1.221] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs256:Exam/eval:1.000 Diagnosis:9ccs133:Oth low resp:0.184 Number of Visits:0.148 Diagnosis:9ccs155:Other GI dx:0.140 Diagnosis:9ccs200:Oth skin dx:0.140 Diagnosis:9ccs154:Gastroent:0.138 Diagnosis:9ccs239:Superfic inj:0.127 Diagnosis:9ccs253:Allergy:0.118 Diagnosis:9ccs232:Sprain:0.114 Diagnosis:9ccs258:Other screen:0.102 Diagnosis:9ccs224:Ot perint dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 79 | OR_unadj: 1.297 [0.777 2.164] | indivs AUC:0.517 Correlated most with: Diagnosis:9ccs224:Ot perint dx:1.000 Number of Visits:0.116 Diagnosis:9ccs109:Acute CVD:0.110 Newborn Diagnosis:9ccs222:Perint jaund:0.087 Diagnosis:9ccs155:Other GI dx:0.081 Diagnosis:9ccs253:Allergy:0.079 Diagnosis:9ccs205:Back problem:0.077 Diagnosis:9ccs219:Low birth wt:0.077 Diagnosis:9ccs2611:E Codes: Natural/environment:0.074 Diagnosis:9ccs44:Neoplsm unsp:0.074 Diagnosis:9ccs113:Late eff CVD | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 169 | OR_unadj: 1.068 [0.732 1.557] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs113:Late eff CVD:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.219 Diagnosis:9ccs94:Other ear dx:0.198 Diagnosis:9ccs75:Hx mental dx:0.127 Number of Visits:0.112 Diagnosis:9ccs126:Ot up rsp in:0.091 Diagnosis:9ccs257:Ot aftercare:0.087 Diagnosis:9ccs125:Bronchitis:0.076 Diagnosis:9ccs95:Oth nerv dx:0.075 Diagnosis:9ccs92:Otitis media:0.074 Diagnosis:9ccs151:Oth liver dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 169 | OR_unadj: 0.743 [0.492 1.122] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs151:Oth liver dx:1.000 Diagnosis:9ccs222:Perint jaund:0.181 Lab:294203 BILIRUBIN TOTAL - LMC:-0.123 Diagnosis:9ccs10:Immuniz/scrn:0.101 Diagnosis:9ccs258:Other screen:0.100 Diagnosis:9ccs243:Poisn nonmed:0.096 Diagnosis:9ccs154:Gastroent:0.092 Diagnosis:9ccs138:Esophgeal dx:0.089 Number of Visits:0.084 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.083 Diagnosis:9ccs155:Other GI dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 466 | OR_unadj: 0.954 [0.738 1.234] | indivs AUC:0.485 Correlated most with: Diagnosis:9ccs155:Other GI dx:1.000 Number of Visits:0.323 Diagnosis:9ccs7:Viral infect:0.202 Diagnosis:9ccs154:Gastroent:0.191 Diagnosis:9ccs253:Allergy:0.183 Diagnosis:9ccs133:Oth low resp:0.172 Diagnosis:9ccs126:Ot up rsp in:0.171 Diagnosis:9ccs200:Oth skin dx:0.168 Diagnosis:9ccs257:Ot aftercare:0.152 Diagnosis:9ccs10:Immuniz/scrn:0.146 Diagnosis:9ccs215:gu cong anom | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 85 | OR_unadj: 1.019 [0.604 1.720] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs215:gu cong anom:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.185 Diagnosis:9ccs98:HTN:0.106 Diagnosis:9ccs51:Ot endo dsor:0.101 Number of Visits:0.100 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:-0.079 Lab:295490 17 HYDROXYPROGESTERONE - LMC:0.079 Diagnosis:9ccs163:Other GU dx:0.078 Newborn Diagnosis:9ccs161:Ot dx kidney:0.071 Diagnosis:9ccs239:Superfic inj:0.064 Newborn Diagnosis:9ccs256:Exam/eval | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 100 | OR_unadj: 1.124 [0.700 1.805] | indivs AUC:0.486 Correlated most with: Newborn Diagnosis:9ccs256:Exam/eval:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.332 Newborn Diagnosis:9ccs222:Perint jaund:0.269 Newborn Diagnosis:9ccs253:Allergy:0.218 Diagnosis:9ccs219:Low birth wt:0.214 Newborn Diagnosis:9ccs221:Resp distres:0.179 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.113 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.109 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.105 Newborn Diagnosis:9ccs138:Esophgeal dx:0.097 * Diagnosis:9ccs213:Cardiac anom | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 56 | OR_unadj: 1.858 [1.056 3.270] | indivs AUC:0.487 Correlated most with: Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs96:Hrt valve dx:0.473 Newborn Diagnosis:9ccs213:Cardiac anom:0.441 Newborn Diagnosis:9ccs96:Hrt valve dx:0.329 Diagnosis:9ccs117:Ot circul dx:0.225 Newborn Diagnosis:9ccs97:Carditis:0.132 Newborn Diagnosis:9ccs239:Superfic inj:0.132 Diagnosis:9ccs105:Conduction:0.132 Newborn Diagnosis:9ccs104:Oth heart dx:0.132 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.132 Diagnosis:9ccs136:Teeth dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 128 | OR_unadj: 1.484 [0.995 2.214] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs136:Teeth dx:1.000 Number of Visits:0.153 Diagnosis:9ccs7:Viral infect:0.113 Diagnosis:9ccs10:Immuniz/scrn:0.105 Newborn Diagnosis:9ccs218:Liveborn:-0.094 Diagnosis:9ccs155:Other GI dx:0.094 Diagnosis:9ccs109:Acute CVD:0.085 Diagnosis:9ccs9:Sexual Infxs:0.085 Newborn Diagnosis:9ccs134:Ot uppr resp:0.085 Diagnosis:9ccs115:Aneurysm:0.085 Newborn Diagnosis:9ccs94:Other ear dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1653 | OR_unadj: 0.865 [0.538 1.390] | indivs AUC:0.506 Correlated most with: Newborn Diagnosis:9ccs94:Other ear dx:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.397 Newborn Diagnosis:9ccs0:No DX:-0.355 Newborn Diagnosis:9ccs221:Resp distres:-0.124 Newborn Diagnosis:9ccs218:Liveborn:0.110 Newborn Diagnosis:9ccs130:Pleurisy:-0.098 Newborn Diagnosis:9ccs252:Fatigue:-0.098 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.098 Newborn Diagnosis:9ccs220:Birth asphyx:-0.098 Diagnosis:9ccs213:Cardiac anom:-0.097 Diagnosis:9ccs166:Oth male gen | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 92 | OR_unadj: 1.049 [0.636 1.730] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs166:Oth male gen:1.000 Diagnosis:9ccs165:Inf male gen:0.102 Diagnosis:9ccs142:Appendicitis:0.102 Diagnosis:9ccs230:Fx leg:0.102 Newborn Diagnosis:9ccs2620:E Codes: Unspecified:0.102 Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:0.102 Newborn Diagnosis:9ccs229:Fx arm:0.102 Diagnosis:9ccs62:Coag/hemr dx:0.098 Lab:323854 CULTURE FECES - Sunrise:0.093 Diagnosis:9ccs257:Ot aftercare:0.087 Newborn Diagnosis:9ccs217:Ot cong anom | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 53 | OR_unadj: 1.154 [0.611 2.181] | indivs AUC:0.476 Correlated most with: Newborn Diagnosis:9ccs217:Ot cong anom:1.000 Newborn Diagnosis:9ccs191:Amnios dx:0.240 Newborn Diagnosis:9ccs215:gu cong anom:0.150 Diagnosis:9ccs217:Ot cong anom:0.147 Diagnosis:9ccs163:Other GU dx:0.147 Diagnosis:9ccs109:Acute CVD:0.135 Newborn Diagnosis:9ccs166:Oth male gen:0.135 Newborn Diagnosis:9ccs138:Esophgeal dx:0.135 Diagnosis:9ccs86:Cataract:0.135 Newborn Diagnosis:9ccs130:Pleurisy:0.135 Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1654 | OR_unadj: 0.852 [0.530 1.371] | indivs AUC:0.494 Correlated most with: Newborn Diagnosis:9ccs10:Immuniz/scrn:1.000 Newborn Diagnosis:9ccs94:Other ear dx:0.397 Newborn Diagnosis:9ccs0:No DX:-0.357 Newborn Diagnosis:9ccs259:Unclassified:-0.241 Newborn Diagnosis:9ccs219:Low birth wt:-0.202 Newborn Diagnosis:9ccs221:Resp distres:-0.183 Diagnosis:9ccs219:Low birth wt:-0.122 Newborn Diagnosis:9ccs213:Cardiac anom:-0.113 Newborn Diagnosis:9ccs256:Exam/eval:-0.113 Newborn Diagnosis:9ccs222:Perint jaund:-0.112 Diagnosis:9ccs137:Mouth dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 89 | OR_unadj: 0.765 [0.440 1.331] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs137:Mouth dx:1.000 Diagnosis:9ccs258:Other screen:0.165 Number of Visits:0.153 Diagnosis:9ccs200:Oth skin dx:0.105 Diagnosis:9ccs197:Skin infectn:0.104 Diagnosis:9ccs188:Pelvic obstr:0.103 Diagnosis:9ccs115:Aneurysm:0.103 Newborn Diagnosis:9ccs134:Ot uppr resp:0.103 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.103 Diagnosis:9ccs120:Hemmorhoids:0.103 Newborn Diagnosis:9ccs219:Low birth wt | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 105 | OR_unadj: 0.620 [0.360 1.069] | indivs AUC:0.470 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:1.000 Diagnosis:9ccs219:Low birth wt:0.467 Newborn Diagnosis:9ccs256:Exam/eval:0.332 Newborn Diagnosis:9ccs222:Perint jaund:0.329 Newborn Diagnosis:9ccs221:Resp distres:0.314 Newborn Diagnosis:9ccs253:Allergy:0.213 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.202 Diagnosis:9ccs143:Abdom hernia:0.136 Diagnosis:9ccs95:Oth nerv dx:0.105 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.095 Diagnosis:9ccs159:UTI | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 67 | OR_unadj: 1.420 [0.825 2.447] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs159:UTI:1.000 Diagnosis:9ccs161:Ot dx kidney:0.225 Number of Visits:0.172 Diagnosis:9ccs163:Other GU dx:0.164 Diagnosis:9ccs2:Septicemia:0.129 Diagnosis:9ccs257:Ot aftercare:0.120 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.120 Diagnosis:9ccs66:Alchl-r mntl:0.120 Diagnosis:9ccs142:Appendicitis:0.120 Diagnosis:9ccs162:Ot dx bladdr:0.120 Newborn Diagnosis:9ccs215:gu cong anom | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 50 | OR_unadj: 0.997 [0.506 1.966] | indivs AUC:0.506 Correlated most with: Newborn Diagnosis:9ccs215:gu cong anom:1.000 Diagnosis:9ccs161:Ot dx kidney:0.472 Newborn Diagnosis:9ccs161:Ot dx kidney:0.197 Diagnosis:9ccs215:gu cong anom:0.185 Newborn Diagnosis:9ccs217:Ot cong anom:0.150 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.139 Diagnosis:9ccs98:HTN:0.139 Newborn Diagnosis:9ccs166:Oth male gen:0.139 Diagnosis:9ccs162:Ot dx bladdr:0.139 Newborn Diagnosis:9ccs130:Pleurisy:0.139 Diagnosis:9ccs165:Inf male gen | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 48 | OR_unadj: 1.473 [0.782 2.774] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs165:Inf male gen:1.000 Newborn Diagnosis:9ccs229:Fx arm:0.142 Newborn Diagnosis:9ccs2620:E Codes: Unspecified:0.142 Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:0.142 Newborn Diagnosis:9ccs252:Fatigue:0.142 Diagnosis:9ccs9:Sexual Infxs:0.142 Diagnosis:9ccs2603:E Codes: Fall:0.124 Lab:294048 STOOL CULTURE - LMC:-0.119 Diagnosis:9ccs244:Other injury:0.118 Lab:294147 FREE T4 - LMC:-0.110 Newborn Diagnosis:9ccs259:Unclassified | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 71 | OR_unadj: 1.211 [0.701 2.093] | indivs AUC:0.505 Correlated most with: Newborn Diagnosis:9ccs259:Unclassified:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.241 MatDeliveryAge:0.132 Diagnosis:9ccs56:Cystic fibro:0.132 Diagnosis:9ccs5:HIV infectn:0.116 Diagnosis:9ccs86:Cataract:0.116 Newborn Diagnosis:9ccs130:Pleurisy:0.116 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.116 Newborn Diagnosis:9ccs219:Low birth wt:0.094 Newborn Diagnosis:9ccs221:Resp distres:0.083 Diagnosis:9ccs127:COPD | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 118 | OR_unadj: 0.999 [0.637 1.568] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs127:COPD:1.000 Number of Visits:0.269 Diagnosis:9ccs128:Asthma:0.160 Diagnosis:9ccs133:Oth low resp:0.155 Diagnosis:9ccs122:Pneumonia:0.127 Diagnosis:9ccs2619:e codes: other specified- nec:0.126 Diagnosis:9ccs126:Ot up rsp in:0.125 Diagnosis:9ccs125:Bronchitis:0.120 Diagnosis:9ccs258:Other screen:0.103 Diagnosis:9ccs134:Ot uppr resp:0.099 * Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 78 | OR_unadj: 0.507 [0.259 0.995] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:1.000 Diagnosis:9ccs250:Nausea/vomit:0.202 Number of Visits:0.151 Diagnosis:9ccs133:Oth low resp:0.145 Diagnosis:9ccs155:Other GI dx:0.121 Diagnosis:9ccs129:Asp pneumon:0.111 Diagnosis:9ccs230:Fx leg:0.111 Diagnosis:9ccs214:GI cong anom:0.106 Diagnosis:9ccs197:Skin infectn:0.103 Diagnosis:9ccs239:Superfic inj:0.091 Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 41 | OR_unadj: 1.144 [0.556 2.356] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs161:Ot dx kidney:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.472 Diagnosis:9ccs159:UTI:0.225 Newborn Diagnosis:9ccs161:Ot dx kidney:0.218 Newborn Diagnosis:9ccs162:Ot dx bladdr:0.154 Diagnosis:9ccs66:Alchl-r mntl:0.154 Diagnosis:9ccs162:Ot dx bladdr:0.154 Diagnosis:9ccs115:Aneurysm:0.154 Number of Visits:0.130 Diagnosis:9ccs163:Other GU dx:0.124 Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 68 | OR_unadj: 1.092 [0.616 1.935] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs143:Abdom hernia:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.136 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.119 Diagnosis:9ccs51:Ot endo dsor:0.114 Lab:323854 CULTURE FECES - Sunrise:0.107 Lab:294199 BILIRUBIN SCAN - LMC:-0.104 Diagnosis:9ccs128:Asthma:0.103 Diagnosis:9ccs259:Unclassified:0.100 Number of Visits:0.095 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.093 Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 39 | OR_unadj: 1.225 [0.592 2.537] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs47:Ot bnign neo:1.000 Diagnosis:9ccs105:Conduction:0.158 Newborn Diagnosis:9ccs200:Oth skin dx:0.155 Diagnosis:9ccs44:Neoplsm unsp:0.109 Diagnosis:9ccs62:Coag/hemr dx:0.105 Diagnosis:9ccs117:Ot circul dx:0.093 Diagnosis:9ccs214:GI cong anom:0.074 Diagnosis:9ccs217:Ot cong anom:0.071 Diagnosis:9ccs166:Oth male gen:0.069 Diagnosis:9ccs212:Ot bone dx:0.064 Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 48 | OR_unadj: 0.403 [0.159 1.026] | indivs AUC:0.487 Correlated most with: Diagnosis:9ccs95:Oth nerv dx:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.179 Diagnosis:9ccs216:Nerv cong an:0.156 Diagnosis:9ccs211:Ot conn tiss:0.147 Newborn Diagnosis:9ccs166:Oth male gen:0.142 Diagnosis:9ccs86:Cataract:0.142 Diagnosis:9ccs129:Asp pneumon:0.142 Number of Visits:0.117 Diagnosis:9ccs217:Ot cong anom:0.107 Newborn Diagnosis:9ccs219:Low birth wt:0.105 Diagnosis:9ccs2603:E Codes: Fall | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 36 | OR_unadj: 1.370 [0.655 2.866] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs2603:E Codes: Fall:1.000 Diagnosis:10ccs58:Ot nutrit dx:0.703 Diagnosis:9ccs8:Oth infectns:0.132 Diagnosis:9ccs64:Ot hematl dx:0.128 Diagnosis:9ccs165:Inf male gen:0.124 Diagnosis:9ccs2619:e codes: other specified- nec:0.114 Diagnosis:9ccs70:Schizo/rl dx:0.114 Number of Visits:0.100 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.097 Diagnosis:9ccs2620:E Codes: Unspecified:0.091 * Lab:297262 HEMOGLOBIN (HEMOCUE) | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 31 | OR_unadj: 3.235 [1.305 8.018] | indivs AUC:0.518 Correlated most with: Lab:297262 HEMOGLOBIN (HEMOCUE):1.000 Lab:295490 17 HYDROXYPROGESTERONE - LMC:0.307 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:-0.307 Diagnosis:9ccs219:Low birth wt:-0.264 Diagnosis:9ccs59:Anemia:-0.135 Diagnosis:10ccs238:Complic proc:0.132 Diagnosis:9ccs2604:E Codes: Fire/burn:0.132 Newborn Diagnosis:9ccs256:Exam/eval:-0.105 Newborn Diagnosis:9ccs219:Low birth wt:-0.095 Diagnosis:9ccs153:GI hemorrhag:-0.095 Diagnosis:9ccs244:Other injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 1.251 [0.658 2.378] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs244:Other injury:1.000 Number of Visits:0.143 Newborn Diagnosis:9ccs252:Fatigue:0.139 Diagnosis:9ccs230:Fx leg:0.139 Diagnosis:9ccs165:Inf male gen:0.118 Diagnosis:9ccs257:Ot aftercare:0.115 Diagnosis:9ccs126:Ot up rsp in:0.103 Diagnosis:9ccs96:Hrt valve dx:0.101 Newborn Diagnosis:9ccs133:Oth low resp:0.096 Diagnosis:9ccs122:Pneumonia:0.094 Lab:292495 LEAD LEVEL - Sunrise | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:1.000 Diagnosis:9ccs243:Poisn nonmed:-0.102 Diagnosis:9ccs217:Ot cong anom:0.085 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.069 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.069 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.063 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.063 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.062 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.061 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.055 Diagnosis:9ccs258:Other screen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.822 [0.358 1.886] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs258:Other screen:1.000 Diagnosis:9ccs2619:e codes: other specified- nec:0.230 Diagnosis:9ccs239:Superfic inj:0.184 Diagnosis:9ccs137:Mouth dx:0.165 Newborn Diagnosis:9ccs134:Ot uppr resp:0.163 Number of Visits:0.156 Diagnosis:9ccs155:Other GI dx:0.145 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:-0.117 Lab:295490 17 HYDROXYPROGESTERONE - LMC:0.117 Newborn Diagnosis:9ccs47:Ot bnign neo:0.113 Vital: HC Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.329 [0.351 5.033] | indivs AUC:0.496 Correlated most with: Lab:294048 STOOL CULTURE - LMC:0.118 Diagnosis:9ccs153:GI hemorrhag:0.077 Diagnosis:9ccs2603:E Codes: Fall:0.075 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.061 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.061 Diagnosis:9ccs222:Perint jaund:0.057 Diagnosis:9ccs256:Exam/eval:0.054 Lab:306617 OCCULT BLOOD TEST (FECAL):0.052 Diagnosis:9ccs128:Asthma:-0.052 Diagnosis:9ccs208:Acq foot def:-0.051 Newborn Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 29 | OR_unadj: 1.127 [0.478 2.660] | indivs AUC:0.505 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:1.000 Diagnosis:9ccs223:Birth trauma:0.273 Diagnosis:9ccs188:Pelvic obstr:0.184 Newborn Diagnosis:9ccs91:Other eye dx:0.184 Diagnosis:9ccs231:Oth fracture:0.103 Diagnosis:9ccs229:Fx arm:0.103 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.081 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.081 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.074 Diagnosis:9ccs198:Ot infl skin:0.066 * Diagnosis:9ccs209:Ot acq defor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 2.766 [1.203 6.358] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs209:Ot acq defor:1.000 Diagnosis:9ccs212:Ot bone dx:0.182 Diagnosis:9ccs2603:E Codes: Fall:0.089 Diagnosis:10ccs58:Ot nutrit dx:0.088 Diagnosis:9ccs62:Coag/hemr dx:0.067 Diagnosis:9ccs0:No DX:0.065 Diagnosis:9ccs253:Allergy:0.058 Diagnosis:9ccs143:Abdom hernia:0.055 Diagnosis:9ccs243:Poisn nonmed:0.054 Diagnosis:9ccs58:Ot nutrit dx:0.050 Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 0.733 [0.278 1.935] | indivs AUC:0.487 Correlated most with: Diagnosis:9ccs89:Blindness:1.000 Diagnosis:9ccs91:Other eye dx:0.242 Diagnosis:9ccs217:Ot cong anom:0.212 Diagnosis:9ccs145:Int obstruct:0.211 Diagnosis:9ccs129:Asp pneumon:0.184 Lab:306854 PLATELET COUNT - Sunrise:-0.131 Diagnosis:9ccs213:Cardiac anom:0.129 Diagnosis:9ccs72:Anxiety dx:0.128 Diagnosis:9ccs70:Schizo/rl dx:0.128 Diagnosis:9ccs223:Birth trauma:0.109 Lab:306605 BILIRUBIN DIRECT - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Lab:306605 BILIRUBIN DIRECT - Sunrise:1.000 Lab:292147 TSH - Sunrise:0.723 Diagnosis:9ccs48:Thyroid dsor:0.258 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.142 Diagnosis:9ccs58:Ot nutrit dx:0.073 Diagnosis:9ccs239:Superfic inj:0.072 Diagnosis:9ccs126:Ot up rsp in:-0.048 Lab:306617 OCCULT BLOOD TEST (FECAL):0.046 Diagnosis:9ccs222:Perint jaund:-0.045 Diagnosis:9ccs151:Oth liver dx:0.038 Newborn Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 0.555 [0.163 1.885] | indivs AUC:0.499 Correlated most with: Newborn Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.329 Diagnosis:9ccs96:Hrt valve dx:0.250 Newborn Diagnosis:9ccs213:Cardiac anom:0.156 Diagnosis:9ccs2619:e codes: other specified- nec:0.148 Lab:321098 OCCULT BLOOD FECES - Sunrise:0.124 Newborn Diagnosis:9ccs224:Ot perint dx:0.091 Diagnosis:9ccs211:Ot conn tiss:0.084 Diagnosis:9ccs2:Septicemia:0.074 Newborn Diagnosis:9ccs95:Oth nerv dx:0.068 Diagnosis:9ccs123:Influenza | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.354 [0.595 3.082] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs123:Influenza:1.000 Diagnosis:9ccs188:Pelvic obstr:0.184 Number of Visits:0.134 Diagnosis:9ccs221:Resp distres:0.128 Diagnosis:9ccs122:Pneumonia:0.109 Diagnosis:9ccs128:Asthma:0.107 Diagnosis:9ccs56:Cystic fibro:0.103 Diagnosis:9ccs246:FUO:0.077 Diagnosis:9ccs92:Otitis media:0.076 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.072 Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.421 [0.548 3.688] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs223:Birth trauma:1.000 Newborn Diagnosis:9ccs223:Birth trauma:0.273 Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:0.217 Newborn Diagnosis:9ccs2620:E Codes: Unspecified:0.217 Newborn Diagnosis:9ccs229:Fx arm:0.217 Diagnosis:9ccs70:Schizo/rl dx:0.152 Diagnosis:9ccs2620:E Codes: Unspecified:0.122 Diagnosis:9ccs89:Blindness:0.109 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.087 Diagnosis:9ccs83:Epilepsy/cnv:0.082 Diagnosis:9ccs247:Lymph enlarg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.627 [0.240 1.634] | indivs AUC:0.483 Correlated most with: Diagnosis:9ccs247:Lymph enlarg:1.000 Diagnosis:9ccs3:Oth bact inf:0.202 Newborn Diagnosis:9ccs204:Ot joint dx:0.172 Newborn Diagnosis:9ccs161:Ot dx kidney:0.120 Newborn Diagnosis:9ccs63:Wht blood dx:0.120 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.105 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.096 Diagnosis:9ccs163:Other GU dx:0.090 Diagnosis:9ccs197:Skin infectn:0.087 Number of Visits:0.084 Diagnosis:9ccs234:Crush injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: 0.611 [0.210 1.777] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs234:Crush injury:1.000 Diagnosis:9ccs127:COPD:0.077 Lab:323700 CULTURE THROAT W SENS - Sunrise:0.071 Diagnosis:9ccs134:Ot uppr resp:0.070 Newborn Diagnosis:9ccs95:Oth nerv dx:0.060 Newborn Diagnosis:9ccs223:Birth trauma:0.056 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.056 Diagnosis:9ccs137:Mouth dx:0.055 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.054 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.054 Vital: HC Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.492 Correlated most with: Newborn Diagnosis:9ccs253:Allergy:-0.170 Diagnosis:9ccs117:Ot circul dx:-0.101 Diagnosis:9ccs213:Cardiac anom:-0.080 Newborn Diagnosis:9ccs213:Cardiac anom:0.080 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.075 Diagnosis:9ccs244:Other injury:-0.070 Diagnosis:9ccs143:Abdom hernia:-0.068 Diagnosis:9ccs96:Hrt valve dx:-0.066 Diagnosis:9ccs4:Mycoses:-0.062 Diagnosis:9ccs47:Ot bnign neo:-0.054 Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.386 [0.968 5.880] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs117:Ot circul dx:1.000 Diagnosis:9ccs96:Hrt valve dx:0.228 Diagnosis:9ccs213:Cardiac anom:0.225 Diagnosis:9ccs105:Conduction:0.222 Newborn Diagnosis:9ccs106:Dysrhythmia:0.222 Newborn Diagnosis:9ccs239:Superfic inj:0.222 Newborn Diagnosis:9ccs104:Oth heart dx:0.222 Newborn Diagnosis:9ccs97:Carditis:0.222 Newborn Diagnosis:9ccs200:Oth skin dx:0.220 Newborn Diagnosis:9ccs253:Allergy:0.164 * Diagnosis:9ccs154:Gastroent | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.210 [0.050 0.880] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs154:Gastroent:1.000 Diagnosis:9ccs153:GI hemorrhag:0.209 Diagnosis:9ccs155:Other GI dx:0.191 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.167 Diagnosis:9ccs120:Hemmorhoids:0.167 Diagnosis:9ccs133:Oth low resp:0.166 Number of Visits:0.145 Lab:294048 STOOL CULTURE - LMC:0.139 Diagnosis:9ccs256:Exam/eval:0.138 Diagnosis:9ccs253:Allergy:0.121 Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.386 [0.968 5.880] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs211:Ot conn tiss:1.000 Diagnosis:9ccs204:Ot joint dx:0.255 Diagnosis:9ccs105:Conduction:0.222 Diagnosis:9ccs95:Oth nerv dx:0.147 Diagnosis:9ccs52:Nutrit defic:0.126 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.124 Diagnosis:9ccs134:Ot uppr resp:0.111 Newborn Diagnosis:9ccs200:Oth skin dx:0.107 Newborn Diagnosis:9ccs191:Amnios dx:0.095 Newborn Diagnosis:9ccs96:Hrt valve dx:0.084 Diagnosis:10ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 1.780 [0.664 4.775] | indivs AUC:0.502 Correlated most with: Diagnosis:10ccs58:Ot nutrit dx:1.000 Diagnosis:9ccs2603:E Codes: Fall:0.703 Diagnosis:9ccs2619:e codes: other specified- nec:0.164 Diagnosis:9ccs64:Ot hematl dx:0.123 Diagnosis:9ccs8:Oth infectns:0.093 Diagnosis:9ccs209:Ot acq defor:0.088 Number of Visits:0.085 Newborn Diagnosis:9ccs253:Allergy:0.083 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.068 Diagnosis:9ccs91:Other eye dx:0.068 Diagnosis:9ccs76:Meningitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.308 [0.546 3.136] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs76:Meningitis:1.000 Lab:297275 STREP RAPID TEST (POCT):0.106 Diagnosis:9ccs92:Otitis media:0.103 Diagnosis:9ccs124:Tonsillitis:0.084 Diagnosis:9ccs4:Mycoses:0.082 Number of Visits:0.075 Diagnosis:9ccs133:Oth low resp:0.073 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.067 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.067 Diagnosis:9ccs126:Ot up rsp in:0.063 Lab:321981 BILIRUBIN TOTAL - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:1.000 Lab:306617 OCCULT BLOOD TEST (FECAL):0.153 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.142 Lab:292147 TSH - Sunrise:-0.106 Diagnosis:9ccs2603:E Codes: Fall:-0.085 Diagnosis:9ccs151:Oth liver dx:-0.083 Diagnosis:9ccs222:Perint jaund:0.077 Diagnosis:9ccs197:Skin infectn:0.057 Lab:294203 BILIRUBIN TOTAL - LMC:-0.055 Diagnosis:9ccs143:Abdom hernia:-0.054 Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.388 [0.117 1.286] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs219:Low birth wt:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.467 Newborn Diagnosis:9ccs253:Allergy:0.271 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.264 Newborn Diagnosis:9ccs256:Exam/eval:0.214 Newborn Diagnosis:9ccs222:Perint jaund:0.213 Newborn Diagnosis:9ccs200:Oth skin dx:0.178 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.130 Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.130 Diagnosis:9ccs2611:E Codes: Natural/environment:0.126 Diagnosis:9ccs205:Back problem | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs205:Back problem:1.000 Diagnosis:9ccs245:Syncope:0.157 Lab:294203 BILIRUBIN TOTAL - LMC:0.095 Diagnosis:9ccs251:Abdomnl pain:0.082 Diagnosis:9ccs133:Oth low resp:0.080 Diagnosis:9ccs224:Ot perint dx:0.077 Diagnosis:9ccs161:Ot dx kidney:0.075 Diagnosis:9ccs216:Nerv cong an:0.073 Number of Visits:0.069 Diagnosis:9ccs48:Thyroid dsor:0.067 Lab:297275 STREP RAPID TEST (POCT) | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Lab:297275 STREP RAPID TEST (POCT):1.000 Diagnosis:9ccs145:Int obstruct:0.264 Diagnosis:9ccs3:Oth bact inf:0.138 Diagnosis:9ccs76:Meningitis:0.106 Diagnosis:9ccs105:Conduction:-0.081 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.070 Diagnosis:9ccs153:GI hemorrhag:-0.053 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.048 Diagnosis:9ccs163:Other GU dx:-0.047 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.044 Diagnosis:9ccs147:Anal/rectal | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.615 [0.558 4.678] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs147:Anal/rectal:1.000 Diagnosis:9ccs120:Hemmorhoids:0.249 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.249 Diagnosis:9ccs229:Fx arm:0.141 Diagnosis:9ccs56:Cystic fibro:0.141 Diagnosis:9ccs155:Other GI dx:0.132 Lab:294048 STOOL CULTURE - LMC:0.120 Lab:297262 HEMOGLOBIN (HEMOCUE):0.094 Diagnosis:9ccs165:Inf male gen:0.094 Newborn Diagnosis:9ccs253:Allergy:0.089 Diagnosis:9ccs240:Burns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.830 [0.278 2.482] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs240:Burns:1.000 Diagnosis:9ccs232:Sprain:0.152 Diagnosis:9ccs243:Poisn nonmed:0.124 Number of Visits:0.123 Diagnosis:9ccs258:Other screen:0.093 Diagnosis:9ccs246:FUO:0.092 Diagnosis:9ccs259:Unclassified:0.076 Diagnosis:9ccs239:Superfic inj:0.072 Diagnosis:9ccs89:Blindness:0.068 Diagnosis:9ccs7:Viral infect:0.068 Diagnosis:9ccs64:Ot hematl dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs64:Ot hematl dx:1.000 Newborn Diagnosis:9ccs252:Fatigue:0.276 Diagnosis:9ccs63:Wht blood dx:0.135 Diagnosis:9ccs2603:E Codes: Fall:0.128 Diagnosis:10ccs58:Ot nutrit dx:0.123 Diagnosis:9ccs163:Other GU dx:0.073 Diagnosis:9ccs165:Inf male gen:0.067 Newborn Diagnosis:9ccs224:Ot perint dx:0.067 Diagnosis:9ccs244:Other injury:0.065 Newborn Diagnosis:9ccs215:gu cong anom:0.065 Newborn Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.778 [0.604 5.234] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs213:Cardiac anom:0.441 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.257 Diagnosis:9ccs104:Oth heart dx:0.257 Newborn Diagnosis:9ccs239:Superfic inj:0.257 Newborn Diagnosis:9ccs97:Carditis:0.257 Newborn Diagnosis:9ccs104:Oth heart dx:0.257 Diagnosis:9ccs96:Hrt valve dx:0.208 Lab:292147 TSH - Sunrise:-0.169 Newborn Diagnosis:9ccs96:Hrt valve dx:0.156 Diagnosis:9ccs2:Septicemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2:Septicemia:1.000 Diagnosis:9ccs246:FUO:0.166 Newborn Diagnosis:9ccs95:Oth nerv dx:0.130 Diagnosis:9ccs159:UTI:0.129 Diagnosis:9ccs163:Other GU dx:0.104 Newborn Diagnosis:9ccs96:Hrt valve dx:0.074 Diagnosis:9ccs122:Pneumonia:0.071 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.068 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.068 Number of Visits:0.068 Diagnosis:9ccs8:Oth infectns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.106 [0.403 3.040] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs8:Oth infectns:1.000 Diagnosis:9ccs2603:E Codes: Fall:0.132 Diagnosis:9ccs2620:E Codes: Unspecified:0.122 Diagnosis:9ccs63:Wht blood dx:0.105 Diagnosis:9ccs61:Sickle cell:0.105 Diagnosis:10ccs58:Ot nutrit dx:0.093 Diagnosis:9ccs117:Ot circul dx:0.087 Newborn Diagnosis:9ccs222:Perint jaund:0.082 Diagnosis:9ccs62:Coag/hemr dx:0.070 Diagnosis:9ccs197:Skin infectn:0.063 * Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 2.483 [1.053 5.853] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:1.000 Diagnosis:9ccs245:Syncope:0.243 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.212 Diagnosis:9ccs70:Schizo/rl dx:0.148 Newborn Diagnosis:9ccs47:Ot bnign neo:0.148 Diagnosis:9ccs62:Coag/hemr dx:0.144 Diagnosis:9ccs231:Oth fracture:0.119 Diagnosis:9ccs229:Fx arm:0.119 Newborn Diagnosis:9ccs216:Nerv cong an:0.119 Diagnosis:9ccs161:Ot dx kidney:0.118 Vital: HC Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs0:No DX:-0.067 Diagnosis:9ccs94:Other ear dx:-0.063 Diagnosis:9ccs256:Exam/eval:-0.063 Diagnosis:9ccs136:Teeth dx:-0.056 Diagnosis:9ccs259:Unclassified:0.056 Diagnosis:9ccs2603:E Codes: Fall:-0.055 Diagnosis:9ccs134:Ot uppr resp:-0.050 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.049 Diagnosis:9ccs197:Skin infectn:-0.047 Number of Visits:-0.037 Lab:294205 TSH REFLEX TO FT4 - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.506 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:1.000 Lab:294147 FREE T4 - LMC:-0.386 Diagnosis:9ccs204:Ot joint dx:0.350 Diagnosis:9ccs165:Inf male gen:0.089 Diagnosis:9ccs223:Birth trauma:-0.087 Newborn Diagnosis:9ccs223:Birth trauma:-0.074 Diagnosis:9ccs239:Superfic inj:0.065 Diagnosis:9ccs136:Teeth dx:0.056 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.056 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.055 Newborn Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs0:No DX:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.357 Newborn Diagnosis:9ccs94:Other ear dx:-0.355 Lab:306854 PLATELET COUNT - Sunrise:-0.194 Newborn Diagnosis:9ccs218:Liveborn:-0.157 Newborn Diagnosis:9ccs224:Ot perint dx:-0.080 Diagnosis:9ccs48:Thyroid dsor:0.067 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.050 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.050 Diagnosis:9ccs198:Ot infl skin:0.044 Vital: HC Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs76:Meningitis:0.097 Diagnosis:9ccs259:Unclassified:-0.053 Diagnosis:9ccs137:Mouth dx:0.053 Diagnosis:9ccs4:Mycoses:0.050 Lab:294048 STOOL CULTURE - LMC:0.050 Lab:295669 BILIRUBIN DIRECT - LMC:-0.037 Lab:306617 OCCULT BLOOD TEST (FECAL):0.036 Diagnosis:9ccs153:GI hemorrhag:0.033 Diagnosis:9ccs135:Intest infct:-0.029 Diagnosis:9ccs138:Esophgeal dx:-0.029 Vital: HC Percentile-gain3to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.500 Correlated most with: Lab:294048 STOOL CULTURE - LMC:-0.105 Diagnosis:9ccs2603:E Codes: Fall:-0.093 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.075 Diagnosis:9ccs153:GI hemorrhag:-0.069 Diagnosis:9ccs76:Meningitis:-0.055 Diagnosis:9ccs154:Gastroent:-0.053 Diagnosis:9ccs92:Otitis media:-0.051 Newborn Diagnosis:9ccs224:Ot perint dx:0.048 Diagnosis:9ccs90:Eye infectn:-0.047 Diagnosis:9ccs4:Mycoses:-0.046 Diagnosis:9ccs141:Ot dx stomch | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:1.000 Diagnosis:9ccs250:Nausea/vomit:0.179 Diagnosis:9ccs214:GI cong anom:0.148 Diagnosis:9ccs251:Abdomnl pain:0.090 Diagnosis:9ccs138:Esophgeal dx:0.088 Diagnosis:9ccs257:Ot aftercare:0.074 Diagnosis:9ccs128:Asthma:0.062 Lab:295669 BILIRUBIN DIRECT - LMC:0.061 Diagnosis:9ccs143:Abdom hernia:0.059 Diagnosis:9ccs224:Ot perint dx:0.052 Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.293 [0.038 2.259] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs55:Fluid/elc dx:1.000 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.276 Newborn Diagnosis:9ccs216:Nerv cong an:0.157 Newborn Diagnosis:9ccs213:Cardiac anom:0.136 Diagnosis:9ccs62:Coag/hemr dx:0.093 Diagnosis:9ccs219:Low birth wt:0.091 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.089 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.088 Diagnosis:9ccs251:Abdomnl pain:0.082 Diagnosis:9ccs2603:E Codes: Fall:0.081 Vital: HC Percentile-gain7to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs216:Nerv cong an:-0.134 Diagnosis:9ccs234:Crush injury:0.092 Newborn Diagnosis:9ccs223:Birth trauma:-0.082 Diagnosis:9ccs95:Oth nerv dx:-0.068 Newborn Diagnosis:9ccs215:gu cong anom:-0.063 Diagnosis:10ccs58:Ot nutrit dx:0.060 Diagnosis:9ccs124:Tonsillitis:-0.059 Diagnosis:9ccs143:Abdom hernia:-0.057 Diagnosis:9ccs48:Thyroid dsor:-0.055 Diagnosis:9ccs166:Oth male gen:-0.049 Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs163:Other GU dx:1.000 Newborn Diagnosis:9ccs161:Ot dx kidney:0.202 Diagnosis:9ccs145:Int obstruct:0.164 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.164 Diagnosis:9ccs159:UTI:0.164 Newborn Diagnosis:9ccs217:Ot cong anom:0.147 Diagnosis:9ccs161:Ot dx kidney:0.124 Newborn Diagnosis:9ccs215:gu cong anom:0.110 Diagnosis:9ccs2:Septicemia:0.104 Diagnosis:9ccs247:Lymph enlarg:0.090 Vital: HC Percentile-gain10to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs5:HIV infectn:0.464 Diagnosis:9ccs234:Crush injury:-0.098 Diagnosis:9ccs48:Thyroid dsor:-0.074 Diagnosis:10ccs58:Ot nutrit dx:-0.064 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.060 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.060 Diagnosis:9ccs10:Immuniz/scrn:-0.058 Number of Visits:-0.058 Newborn Diagnosis:9ccs259:Unclassified:0.056 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.050 Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.964 [0.268 3.473] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:1.000 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.258 Lab:294147 FREE T4 - LMC:0.232 Lab:292147 TSH - Sunrise:0.175 Diagnosis:9ccs245:Syncope:0.151 Diagnosis:9ccs52:Nutrit defic:0.151 Newborn Diagnosis:9ccs200:Oth skin dx:0.130 Newborn Diagnosis:9ccs253:Allergy:0.096 Diagnosis:9ccs259:Unclassified:0.079 Diagnosis:9ccs216:Nerv cong an:0.070 Diagnosis:9ccs140:Gastritis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 2.226 [0.724 6.844] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs140:Gastritis:1.000 Diagnosis:9ccs153:GI hemorrhag:0.113 Diagnosis:9ccs213:Cardiac anom:0.098 Newborn Diagnosis:9ccs95:Oth nerv dx:0.093 Lab:323854 CULTURE FECES - Sunrise:-0.080 Diagnosis:9ccs55:Fluid/elc dx:0.070 Newborn Diagnosis:9ccs213:Cardiac anom:0.064 Diagnosis:10ccs58:Ot nutrit dx:0.057 Diagnosis:9ccs257:Ot aftercare:0.056 Diagnosis:9ccs159:UTI:0.052 Diagnosis:9ccs251:Abdomnl pain | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.520 [0.391 5.904] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:1.000 Diagnosis:9ccs141:Ot dx stomch:0.090 Diagnosis:9ccs205:Back problem:0.082 Diagnosis:9ccs55:Fluid/elc dx:0.082 Diagnosis:9ccs136:Teeth dx:0.066 Diagnosis:9ccs153:GI hemorrhag:0.061 Diagnosis:9ccs58:Ot nutrit dx:0.054 Diagnosis:9ccs123:Influenza:0.050 Diagnosis:9ccs154:Gastroent:0.043 Lab:297262 HEMOGLOBIN (HEMOCUE):0.042 Diagnosis:9ccs153:GI hemorrhag | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.175 [0.023 1.306] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs153:GI hemorrhag:1.000 Diagnosis:9ccs154:Gastroent:0.209 Lab:321098 OCCULT BLOOD FECES - Sunrise:0.190 Lab:294048 STOOL CULTURE - LMC:0.178 Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.155 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.155 Lab:323854 CULTURE FECES - Sunrise:0.127 Diagnosis:9ccs140:Gastritis:0.113 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.099 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.099 Diagnosis:9ccs246:FUO | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs246:FUO:1.000 Diagnosis:9ccs232:Sprain:0.315 Diagnosis:9ccs2:Septicemia:0.166 Diagnosis:9ccs3:Oth bact inf:0.131 Diagnosis:9ccs239:Superfic inj:0.093 Diagnosis:9ccs240:Burns:0.092 Number of Visits:0.080 Diagnosis:9ccs123:Influenza:0.077 Diagnosis:9ccs247:Lymph enlarg:0.071 Diagnosis:9ccs154:Gastroent:0.069 Vital: HC Percentile-gain5to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs216:Nerv cong an:0.125 Diagnosis:9ccs48:Thyroid dsor:0.116 Newborn Diagnosis:9ccs223:Birth trauma:0.076 Diagnosis:9ccs95:Oth nerv dx:0.063 Newborn Diagnosis:9ccs215:gu cong anom:0.058 Diagnosis:9ccs124:Tonsillitis:0.055 Diagnosis:9ccs143:Abdom hernia:0.053 Diagnosis:9ccs166:Oth male gen:0.046 Diagnosis:9ccs257:Ot aftercare:0.045 Diagnosis:9ccs215:gu cong anom:0.045 Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.352 [0.045 2.758] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs3:Oth bact inf:1.000 Lab:297280 GLUCOSE REAGENT STRIP:0.214 Newborn Diagnosis:9ccs63:Wht blood dx:0.211 Diagnosis:9ccs232:Sprain:0.211 Diagnosis:9ccs247:Lymph enlarg:0.202 Lab:297275 STREP RAPID TEST (POCT):0.138 Diagnosis:9ccs246:FUO:0.131 Diagnosis:9ccs128:Asthma:0.062 Diagnosis:9ccs58:Ot nutrit dx:0.049 Diagnosis:9ccs137:Mouth dx:0.047 Newborn Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.641 [0.141 2.905] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.314 Newborn Diagnosis:9ccs130:Pleurisy:0.276 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.276 Newborn Diagnosis:9ccs91:Other eye dx:0.276 Lab:295490 17 HYDROXYPROGESTERONE - LMC:0.197 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:-0.197 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.183 Lab:292147 TSH - Sunrise:-0.181 Newborn Diagnosis:9ccs256:Exam/eval:0.179 Vital: HC Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2603:E Codes: Fall:-0.097 Diagnosis:9ccs0:No DX:-0.086 Lab:294048 STOOL CULTURE - LMC:0.082 Diagnosis:9ccs136:Teeth dx:-0.072 Diagnosis:9ccs94:Other ear dx:-0.064 Diagnosis:9ccs134:Ot uppr resp:-0.064 Diagnosis:9ccs197:Skin infectn:-0.061 Lab:306617 OCCULT BLOOD TEST (FECAL):0.058 Diagnosis:9ccs76:Meningitis:-0.054 Diagnosis:9ccs153:GI hemorrhag:0.054 Diagnosis:9ccs243:Poisn nonmed | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.031 [0.592 6.976] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs243:Poisn nonmed:1.000 Diagnosis:9ccs145:Int obstruct:0.171 Diagnosis:9ccs51:Ot endo dsor:0.148 Diagnosis:9ccs240:Burns:0.124 Lab:292495 LEAD LEVEL - Sunrise:-0.102 Diagnosis:9ccs151:Oth liver dx:0.096 Diagnosis:9ccs92:Otitis media:-0.060 Diagnosis:9ccs209:Ot acq defor:0.054 Diagnosis:9ccs96:Hrt valve dx:0.050 Diagnosis:9ccs215:gu cong anom:0.049 Vital: BP-latest | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs221:Resp distres:0.446 Diagnosis:9ccs123:Influenza:0.207 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.132 Diagnosis:9ccs59:Anemia:0.091 Diagnosis:9ccs83:Epilepsy/cnv:-0.088 Diagnosis:9ccs219:Low birth wt:0.087 Diagnosis:9ccs122:Pneumonia:0.072 Diagnosis:9ccs124:Tonsillitis:0.064 Diagnosis:9ccs95:Oth nerv dx:-0.060 Diagnosis:9ccs217:Ot cong anom:-0.051 Lab:323825 STREP SCREEN THROAT - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:1.000 Diagnosis:9ccs147:Anal/rectal:-0.073 Diagnosis:9ccs113:Late eff CVD:0.070 Lab:297275 STREP RAPID TEST (POCT):-0.070 Diagnosis:9ccs122:Pneumonia:0.070 Diagnosis:9ccs74:Ot mentl cnd:0.065 Diagnosis:9ccs89:Blindness:-0.054 Diagnosis:9ccs91:Other eye dx:-0.048 Diagnosis:9ccs90:Eye infectn:-0.048 Diagnosis:9ccs94:Other ear dx:0.047 Diagnosis:9ccs242:Poisn ot med | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs242:Poisn ot med:1.000 Diagnosis:9ccs188:Pelvic obstr:0.315 Lab:294199 BILIRUBIN SCAN - LMC:-0.266 Diagnosis:9ccs92:Otitis media:0.066 Number of Visits:0.062 Diagnosis:9ccs222:Perint jaund:0.061 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.056 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.056 Diagnosis:9ccs122:Pneumonia:0.052 Diagnosis:9ccs0:No DX:0.051 Diagnosis:9ccs70:Schizo/rl dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs70:Schizo/rl dx:1.000 Diagnosis:9ccs223:Birth trauma:0.152 Diagnosis:9ccs83:Epilepsy/cnv:0.148 Diagnosis:9ccs89:Blindness:0.128 Diagnosis:9ccs2603:E Codes: Fall:0.114 Diagnosis:9ccs74:Ot mentl cnd:0.093 MatDeliveryAge:0.068 Newborn Diagnosis:9ccs94:Other ear dx:-0.065 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.061 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.061 Newborn Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs200:Oth skin dx:1.000 Diagnosis:9ccs105:Conduction:0.500 Diagnosis:9ccs117:Ot circul dx:0.220 Newborn Diagnosis:9ccs253:Allergy:0.187 Diagnosis:9ccs219:Low birth wt:0.178 Diagnosis:9ccs47:Ot bnign neo:0.155 Diagnosis:9ccs48:Thyroid dsor:0.130 Diagnosis:9ccs211:Ot conn tiss:0.107 Newborn Diagnosis:9ccs219:Low birth wt:0.089 Number of Visits:0.078 Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs216:Nerv cong an:1.000 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.288 Newborn Diagnosis:9ccs133:Oth low resp:0.202 Newborn Diagnosis:9ccs216:Nerv cong an:0.164 Diagnosis:9ccs95:Oth nerv dx:0.156 Diagnosis:9ccs83:Epilepsy/cnv:0.115 Diagnosis:9ccs59:Anemia:0.108 Diagnosis:9ccs62:Coag/hemr dx:0.097 Diagnosis:9ccs74:Ot mentl cnd:0.078 Diagnosis:9ccs55:Fluid/elc dx:0.073 Vital: HC Percentile-avg10to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs234:Crush injury:-0.107 Diagnosis:9ccs48:Thyroid dsor:0.099 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.069 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.069 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.060 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.060 Diagnosis:9ccs127:COPD:0.059 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.059 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.059 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.052 Diagnosis:9ccs130:Pleurisy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs130:Pleurisy:1.000 Diagnosis:9ccs133:Oth low resp:0.084 Diagnosis:9ccs255:Social admin:-0.072 Newborn Diagnosis:9ccs256:Exam/eval:0.065 Diagnosis:9ccs259:Unclassified:0.059 Diagnosis:9ccs58:Ot nutrit dx:0.048 Diagnosis:9ccs134:Ot uppr resp:0.047 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.042 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.038 Diagnosis:9ccs7:Viral infect:0.037 Diagnosis:9ccs63:Wht blood dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs63:Wht blood dx:1.000 Diagnosis:9ccs64:Ot hematl dx:0.135 Diagnosis:9ccs8:Oth infectns:0.105 Diagnosis:9ccs161:Ot dx kidney:0.072 Diagnosis:9ccs244:Other injury:0.064 Diagnosis:9ccs257:Ot aftercare:0.053 Diagnosis:9ccs159:UTI:0.053 Diagnosis:9ccs7:Viral infect:0.052 Diagnosis:9ccs143:Abdom hernia:0.052 Diagnosis:9ccs92:Otitis media:0.051 Diagnosis:9ccs167:Breast dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs167:Breast dx:1.000 Newborn Diagnosis:9ccs221:Resp distres:0.135 Diagnosis:9ccs134:Ot uppr resp:0.066 Diagnosis:9ccs128:Asthma:0.058 Newborn Diagnosis:9ccs219:Low birth wt:0.038 Diagnosis:9ccs259:Unclassified:0.035 Diagnosis:9ccs136:Teeth dx:0.033 Diagnosis:9ccs217:Ot cong anom:0.031 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.030 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.030 Newborn Diagnosis:9ccs218:Liveborn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1748 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Newborn Diagnosis:9ccs218:Liveborn:1.000 Newborn Diagnosis:9ccs130:Pleurisy:-0.577 Lab:306854 PLATELET COUNT - Sunrise:0.404 Newborn Diagnosis:9ccs0:No DX:-0.157 Newborn Diagnosis:9ccs221:Resp distres:-0.157 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.111 Newborn Diagnosis:9ccs94:Other ear dx:0.110 Diagnosis:9ccs89:Blindness:-0.103 Diagnosis:9ccs136:Teeth dx:-0.094 Diagnosis:9ccs165:Inf male gen:-0.078 Lab:306617 OCCULT BLOOD TEST (FECAL) | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Lab:306617 OCCULT BLOOD TEST (FECAL):1.000 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.153 Diagnosis:9ccs247:Lymph enlarg:-0.105 Diagnosis:9ccs91:Other eye dx:-0.100 Diagnosis:9ccs258:Other screen:-0.099 Lab:294203 BILIRUBIN TOTAL - LMC:-0.082 Lab:294048 STOOL CULTURE - LMC:0.080 Lab:295669 BILIRUBIN DIRECT - LMC:-0.078 Diagnosis:9ccs224:Ot perint dx:-0.069 Diagnosis:9ccs222:Perint jaund:-0.068 Diagnosis:9ccs2620:E Codes: Unspecified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2620:E Codes: Unspecified:1.000 Diagnosis:9ccs117:Ot circul dx:0.126 Diagnosis:9ccs223:Birth trauma:0.122 Diagnosis:9ccs8:Oth infectns:0.122 Diagnosis:9ccs89:Blindness:0.103 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.092 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.092 Diagnosis:9ccs2603:E Codes: Fall:0.091 Diagnosis:9ccs258:Other screen:0.090 Diagnosis:9ccs4:Mycoses:0.076 Lab:323700 CULTURE THROAT W SENS - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.502 Correlated most with: Lab:323700 CULTURE THROAT W SENS - Sunrise:1.000 Diagnosis:9ccs211:Ot conn tiss:-0.124 Diagnosis:9ccs234:Crush injury:0.071 Diagnosis:9ccs215:gu cong anom:-0.061 Diagnosis:9ccs113:Late eff CVD:0.059 Diagnosis:9ccs135:Intest infct:-0.059 Diagnosis:9ccs166:Oth male gen:-0.059 Diagnosis:9ccs127:COPD:-0.052 Diagnosis:9ccs222:Perint jaund:0.052 Lab:297275 STREP RAPID TEST (POCT):-0.044 Diagnosis:9ccs129:Asp pneumon | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs129:Asp pneumon:1.000 Diagnosis:9ccs89:Blindness:0.184 Diagnosis:9ccs95:Oth nerv dx:0.142 Diagnosis:9ccs138:Esophgeal dx:0.111 Diagnosis:9ccs217:Ot cong anom:0.082 Number of Visits:0.079 Diagnosis:9ccs91:Other eye dx:0.076 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs94:Other ear dx:0.074 Diagnosis:9ccs134:Ot uppr resp:0.074 Vital: HC Percentile-gain13to19 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs5:HIV infectn:-0.403 Diagnosis:9ccs128:Asthma:0.059 Diagnosis:9ccs10:Immuniz/scrn:0.055 Diagnosis:9ccs198:Ot infl skin:0.055 Newborn Diagnosis:9ccs259:Unclassified:-0.049 Diagnosis:9ccs7:Viral infect:0.046 Diagnosis:9ccs253:Allergy:0.046 Diagnosis:9ccs125:Bronchitis:0.042 Diagnosis:9ccs200:Oth skin dx:0.041 Diagnosis:9ccs92:Otitis media:0.034 Newborn Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs133:Oth low resp:1.000 Diagnosis:9ccs216:Nerv cong an:0.202 Diagnosis:9ccs95:Oth nerv dx:0.098 Diagnosis:9ccs244:Other injury:0.096 Diagnosis:9ccs138:Esophgeal dx:0.075 Diagnosis:9ccs166:Oth male gen:0.068 Newborn Diagnosis:9ccs219:Low birth wt:0.063 Diagnosis:9ccs96:Hrt valve dx:0.048 Diagnosis:9ccs94:Other ear dx:0.047 Diagnosis:9ccs122:Pneumonia:0.046 Lab:321098 OCCULT BLOOD FECES - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:321098 OCCULT BLOOD FECES - Sunrise:1.000 Diagnosis:9ccs2619:e codes: other specified- nec:-0.204 Diagnosis:9ccs153:GI hemorrhag:0.190 Newborn Diagnosis:9ccs96:Hrt valve dx:0.124 Diagnosis:9ccs2603:E Codes: Fall:-0.097 Diagnosis:9ccs258:Other screen:-0.096 Diagnosis:9ccs134:Ot uppr resp:0.070 Diagnosis:10ccs58:Ot nutrit dx:-0.068 Diagnosis:9ccs4:Mycoses:0.068 Diagnosis:9ccs166:Oth male gen:-0.062 Vital: HC Percentile-avg13to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs5:HIV infectn:0.302 Diagnosis:9ccs122:Pneumonia:0.064 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.062 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.062 Newborn Diagnosis:9ccs94:Other ear dx:0.057 Newborn Diagnosis:9ccs224:Ot perint dx:0.052 Diagnosis:9ccs127:COPD:-0.052 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.049 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.049 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.048 Diagnosis:9ccs208:Acq foot def | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs208:Acq foot def:1.000 Newborn Diagnosis:9ccs166:Oth male gen:0.377 Diagnosis:9ccs259:Unclassified:0.056 Diagnosis:9ccs217:Ot cong anom:0.049 Diagnosis:9ccs256:Exam/eval:0.048 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.046 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.046 Diagnosis:9ccs95:Oth nerv dx:0.045 Newborn Diagnosis:9ccs215:gu cong anom:0.043 Newborn Diagnosis:9ccs217:Ot cong anom:0.042 Lab:294147 FREE T4 - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.506 Correlated most with: Lab:294147 FREE T4 - LMC:1.000 Diagnosis:9ccs204:Ot joint dx:-0.434 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.386 Diagnosis:9ccs48:Thyroid dsor:0.232 Diagnosis:9ccs165:Inf male gen:-0.110 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:-0.071 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:-0.071 Diagnosis:9ccs136:Teeth dx:-0.069 Diagnosis:9ccs143:Abdom hernia:0.062 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.054 Vital: HC Percentile-avg7to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:-0.157 Newborn Diagnosis:9ccs215:gu cong anom:-0.120 Diagnosis:9ccs124:Tonsillitis:-0.113 Diagnosis:9ccs215:gu cong anom:-0.093 Diagnosis:9ccs58:Ot nutrit dx:-0.069 Diagnosis:9ccs74:Ot mentl cnd:-0.062 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.053 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.053 Diagnosis:9ccs10:Immuniz/scrn:0.052 Diagnosis:9ccs90:Eye infectn:-0.046 Diagnosis:9ccs142:Appendicitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs142:Appendicitis:1.000 Diagnosis:9ccs159:UTI:0.120 Diagnosis:9ccs166:Oth male gen:0.102 Diagnosis:9ccs134:Ot uppr resp:0.074 Diagnosis:9ccs133:Oth low resp:0.059 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.051 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.051 Diagnosis:9ccs90:Eye infectn:0.041 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.030 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.030 Newborn Diagnosis:9ccs191:Amnios dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:1.000 Newborn Diagnosis:9ccs47:Ot bnign neo:0.315 Newborn Diagnosis:9ccs217:Ot cong anom:0.240 Diagnosis:9ccs106:Dysrhythmia:0.222 Diagnosis:9ccs211:Ot conn tiss:0.095 Diagnosis:9ccs117:Ot circul dx:0.095 Diagnosis:9ccs83:Epilepsy/cnv:0.090 Diagnosis:9ccs89:Blindness:0.077 Diagnosis:9ccs90:Eye infectn:0.067 Diagnosis:9ccs258:Other screen:0.067 Diagnosis:9ccs75:Hx mental dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs75:Hx mental dx:1.000 Diagnosis:9ccs113:Late eff CVD:0.127 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.081 Diagnosis:9ccs58:Ot nutrit dx:0.057 Diagnosis:9ccs95:Oth nerv dx:0.057 Diagnosis:9ccs239:Superfic inj:0.056 Diagnosis:9ccs244:Other injury:0.055 Newborn Diagnosis:9ccs217:Ot cong anom:0.053 Diagnosis:9ccs128:Asthma:0.048 Diagnosis:9ccs159:UTI:0.045 Newborn Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.504 Correlated most with: Newborn Diagnosis:9ccs95:Oth nerv dx:1.000 Newborn Diagnosis:9ccs138:Esophgeal dx:0.353 Newborn Diagnosis:9ccs68:Senil/org mn:0.353 Diagnosis:9ccs236:Opn wnd extr:0.202 Diagnosis:9ccs2:Septicemia:0.130 Newborn Diagnosis:9ccs253:Allergy:0.130 Newborn Diagnosis:9ccs256:Exam/eval:0.093 Diagnosis:9ccs140:Gastritis:0.093 Newborn Diagnosis:9ccs213:Cardiac anom:0.086 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.077 Vital: HC Percentile-avg5to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs259:Unclassified:0.077 Diagnosis:9ccs198:Ot infl skin:0.056 Diagnosis:9ccs127:COPD:-0.051 Diagnosis:9ccs155:Other GI dx:0.043 Diagnosis:9ccs135:Intest infct:0.043 Newborn Diagnosis:9ccs224:Ot perint dx:-0.038 Diagnosis:9ccs126:Ot up rsp in:-0.029 Diagnosis:9ccs7:Viral infect:0.026 Diagnosis:9ccs256:Exam/eval:-0.023 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:-0.020 Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:1.000 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.353 Newborn Diagnosis:9ccs216:Nerv cong an:0.202 Diagnosis:9ccs83:Epilepsy/cnv:0.144 Lab:295669 BILIRUBIN DIRECT - LMC:-0.113 Diagnosis:9ccs47:Ot bnign neo:0.105 Diagnosis:9ccs166:Oth male gen:0.098 Diagnosis:9ccs216:Nerv cong an:0.097 Diagnosis:9ccs55:Fluid/elc dx:0.093 Diagnosis:9ccs197:Skin infectn:0.086 Diagnosis:9ccs2611:E Codes: Natural/environment | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2611:E Codes: Natural/environment:1.000 Diagnosis:9ccs219:Low birth wt:0.126 Diagnosis:9ccs213:Cardiac anom:0.090 Diagnosis:9ccs224:Ot perint dx:0.074 Diagnosis:9ccs250:Nausea/vomit:0.069 Newborn Diagnosis:9ccs94:Other ear dx:-0.065 Diagnosis:9ccs259:Unclassified:0.059 Diagnosis:9ccs136:Teeth dx:0.055 Diagnosis:9ccs58:Ot nutrit dx:0.048 Diagnosis:9ccs59:Anemia:0.044 Vital: HC Percentile-gain16to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:0.175 Diagnosis:9ccs95:Oth nerv dx:0.119 Diagnosis:9ccs138:Esophgeal dx:0.095 Diagnosis:9ccs224:Ot perint dx:0.094 Diagnosis:9ccs217:Ot cong anom:0.073 Diagnosis:9ccs94:Other ear dx:0.067 Diagnosis:9ccs134:Ot uppr resp:0.066 Diagnosis:9ccs113:Late eff CVD:0.066 Diagnosis:9ccs4:Mycoses:0.064 Diagnosis:9ccs74:Ot mentl cnd:0.061 Newborn Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs253:Allergy:1.000 Newborn Diagnosis:9ccs138:Esophgeal dx:0.377 Diagnosis:9ccs219:Low birth wt:0.271 Newborn Diagnosis:9ccs256:Exam/eval:0.218 Newborn Diagnosis:9ccs219:Low birth wt:0.213 Newborn Diagnosis:9ccs200:Oth skin dx:0.187 Newborn Diagnosis:9ccs222:Perint jaund:0.185 Diagnosis:9ccs117:Ot circul dx:0.164 Newborn Diagnosis:9ccs95:Oth nerv dx:0.130 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.103 Diagnosis:9ccs214:GI cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs214:GI cong anom:1.000 Diagnosis:9ccs141:Ot dx stomch:0.148 Diagnosis:9ccs138:Esophgeal dx:0.106 Diagnosis:9ccs127:COPD:0.083 Diagnosis:9ccs217:Ot cong anom:0.075 Diagnosis:9ccs47:Ot bnign neo:0.074 Diagnosis:9ccs197:Skin infectn:0.060 Diagnosis:9ccs155:Other GI dx:0.052 Diagnosis:9ccs135:Intest infct:0.052 Diagnosis:9ccs133:Oth low resp:0.050 Diagnosis:9ccs235:Opn wnd head | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs235:Opn wnd head:1.000 Diagnosis:9ccs159:UTI:0.081 Newborn Diagnosis:9ccs256:Exam/eval:0.065 Diagnosis:9ccs58:Ot nutrit dx:0.048 Diagnosis:9ccs122:Pneumonia:0.046 Diagnosis:9ccs59:Anemia:0.044 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.037 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.037 Diagnosis:9ccs253:Allergy:0.035 Diagnosis:9ccs92:Otitis media:-0.032 Diagnosis:9ccs115:Aneurysm | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs115:Aneurysm:1.000 Diagnosis:9ccs161:Ot dx kidney:0.154 Diagnosis:9ccs213:Cardiac anom:0.132 Diagnosis:9ccs137:Mouth dx:0.103 Diagnosis:9ccs136:Teeth dx:0.085 Diagnosis:9ccs96:Hrt valve dx:0.076 MatDeliveryAge:0.068 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.040 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.040 Diagnosis:9ccs155:Other GI dx:0.040 Lab:294495 LEAD, BLOOD - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:294495 LEAD, BLOOD - LMC:1.000 Diagnosis:9ccs95:Oth nerv dx:-0.103 Newborn Diagnosis:9ccs217:Ot cong anom:0.099 Lab:294203 BILIRUBIN TOTAL - LMC:-0.074 Newborn Diagnosis:9ccs256:Exam/eval:0.073 Diagnosis:9ccs136:Teeth dx:0.065 Lab:295669 BILIRUBIN DIRECT - LMC:-0.059 Diagnosis:9ccs96:Hrt valve dx:-0.059 Diagnosis:9ccs94:Other ear dx:-0.058 Diagnosis:9ccs134:Ot uppr resp:0.058 Diagnosis:9ccs212:Ot bone dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs212:Ot bone dx:1.000 Diagnosis:9ccs44:Neoplsm unsp:0.315 Diagnosis:9ccs209:Ot acq defor:0.182 Diagnosis:9ccs0:No DX:0.085 Diagnosis:9ccs89:Blindness:0.077 Diagnosis:9ccs47:Ot bnign neo:0.064 Diagnosis:9ccs96:Hrt valve dx:0.058 Diagnosis:9ccs58:Ot nutrit dx:0.057 Newborn Diagnosis:9ccs217:Ot cong anom:0.053 Diagnosis:9ccs213:Cardiac anom:0.051 Diagnosis:9ccs106:Dysrhythmia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs106:Dysrhythmia:1.000 Newborn Diagnosis:9ccs47:Ot bnign neo:0.353 Newborn Diagnosis:9ccs191:Amnios dx:0.222 Diagnosis:9ccs239:Superfic inj:0.107 Diagnosis:9ccs83:Epilepsy/cnv:0.102 Diagnosis:9ccs258:Other screen:0.076 Diagnosis:9ccs161:Ot dx kidney:0.072 Diagnosis:9ccs165:Inf male gen:0.065 Newborn Diagnosis:9ccs215:gu cong anom:0.064 Newborn Diagnosis:9ccs217:Ot cong anom:0.061 Diagnosis:9ccs104:Oth heart dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs104:Oth heart dx:1.000 Newborn Diagnosis:9ccs213:Cardiac anom:0.257 Diagnosis:9ccs213:Cardiac anom:0.132 Newborn Diagnosis:9ccs219:Low birth wt:0.095 Diagnosis:9ccs259:Unclassified:0.089 Diagnosis:9ccs134:Ot uppr resp:0.074 Diagnosis:9ccs126:Ot up rsp in:-0.040 Number of Visits:-0.035 Diagnosis:9ccs257:Ot aftercare:0.027 Diagnosis:9ccs253:Allergy:-0.023 Newborn Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs216:Nerv cong an:1.000 Newborn Diagnosis:9ccs62:Coag/hemr dx:0.577 Diagnosis:9ccs62:Coag/hemr dx:0.202 Diagnosis:9ccs216:Nerv cong an:0.164 Diagnosis:9ccs55:Fluid/elc dx:0.157 Newborn Diagnosis:9ccs213:Cardiac anom:0.146 Diagnosis:9ccs96:Hrt valve dx:0.131 Diagnosis:9ccs117:Ot circul dx:0.126 Diagnosis:9ccs83:Epilepsy/cnv:0.119 Lab:295669 BILIRUBIN DIRECT - LMC:-0.109 Diagnosis:9ccs6:Hepatitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs6:Hepatitis:1.000 Diagnosis:9ccs128:Asthma:0.071 Diagnosis:9ccs135:Intest infct:0.068 Diagnosis:9ccs125:Bronchitis:0.067 Diagnosis:9ccs159:UTI:0.064 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.054 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.054 Diagnosis:9ccs137:Mouth dx:0.053 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.038 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.038 Diagnosis:9ccs236:Opn wnd extr | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs236:Opn wnd extr:1.000 Newborn Diagnosis:9ccs95:Oth nerv dx:0.202 Newborn Diagnosis:9ccs213:Cardiac anom:0.146 Diagnosis:9ccs244:Other injury:0.076 Diagnosis:9ccs213:Cardiac anom:0.071 Diagnosis:9ccs125:Bronchitis:0.067 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.050 Newborn Diagnosis:9ccs94:Other ear dx:-0.050 Newborn Diagnosis:9ccs256:Exam/eval:0.049 Diagnosis:9ccs127:COPD:0.044 Newborn Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs55:Fluid/elc dx:1.000 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.577 Newborn Diagnosis:9ccs161:Ot dx kidney:0.407 Diagnosis:9ccs163:Other GU dx:0.164 Newborn Diagnosis:9ccs221:Resp distres:0.157 Newborn Diagnosis:9ccs222:Perint jaund:0.121 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.111 Newborn Diagnosis:9ccs256:Exam/eval:0.109 Diagnosis:9ccs247:Lymph enlarg:0.096 Diagnosis:9ccs161:Ot dx kidney:0.085 Newborn Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs155:Other GI dx:1.000 Diagnosis:9ccs56:Cystic fibro:0.287 Newborn Diagnosis:9ccs221:Resp distres:0.135 Newborn Diagnosis:9ccs256:Exam/eval:0.091 Newborn Diagnosis:9ccs219:Low birth wt:0.089 Diagnosis:9ccs217:Ot cong anom:0.075 Diagnosis:9ccs95:Oth nerv dx:0.065 Newborn Diagnosis:9ccs222:Perint jaund:0.062 Diagnosis:9ccs213:Cardiac anom:0.059 Diagnosis:9ccs124:Tonsillitis:0.059 Newborn Diagnosis:9ccs134:Ot uppr resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs134:Ot uppr resp:1.000 Diagnosis:9ccs258:Other screen:0.163 Diagnosis:9ccs137:Mouth dx:0.103 Diagnosis:9ccs136:Teeth dx:0.085 Diagnosis:9ccs91:Other eye dx:0.076 Diagnosis:9ccs239:Superfic inj:0.074 Diagnosis:9ccs94:Other ear dx:0.074 Diagnosis:9ccs113:Late eff CVD:0.073 Diagnosis:9ccs59:Anemia:0.070 Diagnosis:9ccs4:Mycoses:0.070 Diagnosis:9ccs56:Cystic fibro | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs56:Cystic fibro:1.000 Newborn Diagnosis:9ccs155:Other GI dx:0.287 Diagnosis:9ccs147:Anal/rectal:0.141 Newborn Diagnosis:9ccs259:Unclassified:0.132 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.106 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.106 Diagnosis:9ccs123:Influenza:0.103 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.085 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.085 Diagnosis:9ccs91:Other eye dx:0.084 Vital: HC Percentile-avg16to19 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs96:Hrt valve dx:0.059 Diagnosis:9ccs122:Pneumonia:0.057 Diagnosis:9ccs128:Asthma:-0.053 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.051 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.051 Diagnosis:9ccs198:Ot infl skin:-0.049 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.040 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.040 Diagnosis:9ccs126:Ot up rsp in:-0.038 Diagnosis:9ccs135:Intest infct:-0.038 Lab:294048 STOOL CULTURE - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:294048 STOOL CULTURE - LMC:1.000 Diagnosis:9ccs153:GI hemorrhag:0.178 Diagnosis:9ccs154:Gastroent:0.139 Diagnosis:9ccs147:Anal/rectal:0.120 Diagnosis:9ccs165:Inf male gen:-0.119 Lab:306617 OCCULT BLOOD TEST (FECAL):0.080 Diagnosis:9ccs256:Exam/eval:0.071 Diagnosis:9ccs134:Ot uppr resp:-0.066 Diagnosis:9ccs4:Mycoses:0.064 Diagnosis:9ccs74:Ot mentl cnd:-0.061 Vital: BP-avg19to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs55:Fluid/elc dx:-0.124 Diagnosis:9ccs62:Coag/hemr dx:-0.115 Diagnosis:9ccs59:Anemia:0.095 Diagnosis:9ccs117:Ot circul dx:0.091 Diagnosis:9ccs136:Teeth dx:0.075 Diagnosis:9ccs259:Unclassified:-0.074 Diagnosis:9ccs74:Ot mentl cnd:0.061 Diagnosis:9ccs198:Ot infl skin:-0.054 Lab:295669 BILIRUBIN DIRECT - LMC:-0.053 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.051 Diagnosis:9ccs230:Fx leg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs230:Fx leg:1.000 Diagnosis:9ccs244:Other injury:0.139 Diagnosis:9ccs138:Esophgeal dx:0.111 Diagnosis:9ccs166:Oth male gen:0.102 Diagnosis:9ccs127:COPD:0.089 Diagnosis:9ccs217:Ot cong anom:0.082 Diagnosis:9ccs96:Hrt valve dx:0.076 Diagnosis:9ccs94:Other ear dx:0.074 Diagnosis:9ccs134:Ot uppr resp:0.074 Diagnosis:9ccs113:Late eff CVD:0.073 Diagnosis:9ccs61:Sickle cell | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs61:Sickle cell:1.000 Diagnosis:9ccs8:Oth infectns:0.105 Diagnosis:9ccs134:Ot uppr resp:0.066 Lab:297262 HEMOGLOBIN (HEMOCUE):0.060 Diagnosis:9ccs128:Asthma:0.058 Newborn Diagnosis:9ccs224:Ot perint dx:0.052 Diagnosis:9ccs215:gu cong anom:0.045 Diagnosis:9ccs7:Viral infect:-0.044 Newborn Diagnosis:9ccs219:Low birth wt:0.038 Diagnosis:9ccs259:Unclassified:0.035 Newborn Diagnosis:9ccs63:Wht blood dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs63:Wht blood dx:1.000 Diagnosis:9ccs3:Oth bact inf:0.211 Diagnosis:9ccs247:Lymph enlarg:0.120 Newborn Diagnosis:9ccs215:gu cong anom:0.096 Diagnosis:9ccs94:Other ear dx:0.047 Diagnosis:9ccs134:Ot uppr resp:0.047 Diagnosis:9ccs128:Asthma:0.041 Diagnosis:9ccs10:Immuniz/scrn:-0.028 Diagnosis:9ccs200:Oth skin dx:-0.022 Diagnosis:9ccs125:Bronchitis:-0.021 Newborn Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs161:Ot dx kidney:1.000 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.407 Diagnosis:9ccs161:Ot dx kidney:0.218 Diagnosis:9ccs163:Other GU dx:0.202 Newborn Diagnosis:9ccs215:gu cong anom:0.197 Diagnosis:9ccs247:Lymph enlarg:0.120 Diagnosis:9ccs95:Oth nerv dx:0.098 Newborn Diagnosis:9ccs217:Ot cong anom:0.093 Diagnosis:9ccs215:gu cong anom:0.071 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.053 Lab:292147 TSH - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Lab:292147 TSH - Sunrise:1.000 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.723 Newborn Diagnosis:9ccs221:Resp distres:-0.181 Diagnosis:9ccs48:Thyroid dsor:0.175 Newborn Diagnosis:9ccs213:Cardiac anom:-0.169 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.106 Diagnosis:9ccs95:Oth nerv dx:-0.095 Diagnosis:9ccs213:Cardiac anom:-0.088 Newborn Diagnosis:9ccs259:Unclassified:-0.079 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.068 Newborn Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs136:Teeth dx:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.066 Newborn Diagnosis:9ccs94:Other ear dx:-0.065 Newborn Diagnosis:9ccs256:Exam/eval:0.065 Diagnosis:9ccs113:Late eff CVD:0.046 Diagnosis:9ccs59:Anemia:0.044 Number of Visits:-0.044 Newborn Diagnosis:9ccs224:Ot perint dx:0.037 Diagnosis:9ccs198:Ot infl skin:0.036 Diagnosis:9ccs133:Oth low resp:0.035 Lab:294199 BILIRUBIN SCAN - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Lab:294199 BILIRUBIN SCAN - LMC:1.000 Diagnosis:9ccs242:Poisn ot med:-0.266 Diagnosis:9ccs52:Nutrit defic:0.104 Diagnosis:9ccs143:Abdom hernia:-0.104 Newborn Diagnosis:9ccs256:Exam/eval:-0.086 Diagnosis:9ccs256:Exam/eval:-0.074 Diagnosis:9ccs239:Superfic inj:-0.069 Diagnosis:9ccs128:Asthma:-0.063 Diagnosis:9ccs136:Teeth dx:0.044 MatDeliveryAge:-0.039 Lab:295490 17 HYDROXYPROGESTERONE - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:295490 17 HYDROXYPROGESTERONE - LMC:1.000 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:-1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):0.307 Newborn Diagnosis:9ccs221:Resp distres:0.197 Diagnosis:9ccs153:GI hemorrhag:-0.155 Diagnosis:9ccs219:Low birth wt:-0.130 Diagnosis:9ccs258:Other screen:0.117 Diagnosis:9ccs215:gu cong anom:0.079 Diagnosis:9ccs137:Mouth dx:0.077 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.074 Diagnosis:9ccs72:Anxiety dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs72:Anxiety dx:1.000 Diagnosis:9ccs117:Ot circul dx:0.155 Diagnosis:9ccs89:Blindness:0.128 Diagnosis:9ccs213:Cardiac anom:0.090 Diagnosis:9ccs198:Ot infl skin:0.085 Diagnosis:9ccs166:Oth male gen:0.068 Newborn Diagnosis:9ccs94:Other ear dx:-0.065 Diagnosis:9ccs217:Ot cong anom:0.053 Diagnosis:9ccs91:Other eye dx:0.049 Diagnosis:9ccs96:Hrt valve dx:0.048 Diagnosis:9ccs162:Ot dx bladdr | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs162:Ot dx bladdr:1.000 Diagnosis:9ccs161:Ot dx kidney:0.154 Newborn Diagnosis:9ccs215:gu cong anom:0.139 Diagnosis:9ccs159:UTI:0.120 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs134:Ot uppr resp:0.074 Diagnosis:9ccs90:Eye infectn:0.041 Diagnosis:9ccs125:Bronchitis:0.039 Diagnosis:9ccs257:Ot aftercare:0.027 Newborn Diagnosis:9ccs224:Ot perint dx:0.026 Newborn Diagnosis:9ccs106:Dysrhythmia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs106:Dysrhythmia:1.000 Diagnosis:9ccs117:Ot circul dx:0.222 Diagnosis:9ccs113:Late eff CVD:0.073 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.051 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.051 Diagnosis:9ccs10:Immuniz/scrn:-0.050 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.049 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.049 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.047 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.047 Diagnosis:9ccs2604:E Codes: Fire/burn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2604:E Codes: Fire/burn:1.000 Diagnosis:10ccs238:Complic proc:1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):0.132 Diagnosis:9ccs96:Hrt valve dx:0.076 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.075 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.074 Diagnosis:9ccs155:Other GI dx:0.040 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.027 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.027 Diagnosis:9ccs257:Ot aftercare:0.027 Vital: BP-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs221:Resp distres:0.409 Diagnosis:9ccs123:Influenza:0.148 Diagnosis:9ccs247:Lymph enlarg:-0.139 Diagnosis:9ccs244:Other injury:-0.113 Diagnosis:9ccs0:No DX:-0.086 Diagnosis:9ccs259:Unclassified:-0.075 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.067 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.066 Diagnosis:9ccs91:Other eye dx:-0.066 Diagnosis:9ccs239:Superfic inj:-0.064 Diagnosis:9ccs228:Fx skull fac | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs228:Fx skull fac:1.000 Diagnosis:9ccs231:Oth fracture:0.407 Diagnosis:9ccs113:Late eff CVD:0.046 Diagnosis:9ccs257:Ot aftercare:0.038 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.037 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.037 Diagnosis:9ccs92:Otitis media:0.036 Diagnosis:9ccs253:Allergy:-0.033 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.032 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.032 Diagnosis:9ccs245:Syncope | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs245:Syncope:1.000 Diagnosis:9ccs83:Epilepsy/cnv:0.243 Diagnosis:9ccs205:Back problem:0.157 Diagnosis:9ccs48:Thyroid dsor:0.151 Newborn Diagnosis:9ccs213:Cardiac anom:0.146 Diagnosis:9ccs96:Hrt valve dx:0.131 Diagnosis:9ccs117:Ot circul dx:0.126 Lab:294203 BILIRUBIN TOTAL - LMC:0.115 Lab:295669 BILIRUBIN DIRECT - LMC:0.088 Diagnosis:9ccs161:Ot dx kidney:0.085 Newborn Diagnosis:9ccs252:Fatigue | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs252:Fatigue:1.000 Diagnosis:9ccs64:Ot hematl dx:0.276 Diagnosis:9ccs165:Inf male gen:0.142 Diagnosis:9ccs244:Other injury:0.139 Newborn Diagnosis:9ccs94:Other ear dx:-0.098 Newborn Diagnosis:9ccs256:Exam/eval:0.097 Diagnosis:9ccs259:Unclassified:0.089 Diagnosis:9ccs96:Hrt valve dx:0.076 Diagnosis:9ccs122:Pneumonia:0.073 Newborn Diagnosis:9ccs222:Perint jaund:0.070 Diagnosis:9ccs204:Ot joint dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs204:Ot joint dx:1.000 Lab:294147 FREE T4 - LMC:-0.434 Lab:294205 TSH REFLEX TO FT4 - LMC:0.350 Diagnosis:9ccs211:Ot conn tiss:0.255 Diagnosis:9ccs165:Inf male gen:0.078 Diagnosis:9ccs244:Other injury:0.076 Diagnosis:9ccs125:Bronchitis:0.067 Diagnosis:9ccs215:gu cong anom:0.055 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.055 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.055 Diagnosis:9ccs231:Oth fracture | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs231:Oth fracture:1.000 Diagnosis:9ccs228:Fx skull fac:0.407 Diagnosis:9ccs229:Fx arm:0.332 Diagnosis:9ccs83:Epilepsy/cnv:0.119 Newborn Diagnosis:9ccs223:Birth trauma:0.103 Diagnosis:9ccs222:Perint jaund:0.067 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.051 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.051 Diagnosis:9ccs257:Ot aftercare:0.046 Diagnosis:9ccs7:Viral infect:0.045 Lab:297280 GLUCOSE REAGENT STRIP | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:297280 GLUCOSE REAGENT STRIP:1.000 Diagnosis:9ccs232:Sprain:0.500 Diagnosis:9ccs3:Oth bact inf:0.214 Diagnosis:9ccs138:Esophgeal dx:0.082 Diagnosis:9ccs256:Exam/eval:0.062 Diagnosis:9ccs58:Ot nutrit dx:0.058 Diagnosis:9ccs133:Oth low resp:0.049 Diagnosis:9ccs10:Immuniz/scrn:-0.044 Diagnosis:9ccs90:Eye infectn:0.039 Diagnosis:9ccs126:Ot up rsp in:-0.038 Diagnosis:10ccs238:Complic proc | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2604:E Codes: Fire/burn:1.000 Diagnosis:10ccs238:Complic proc:1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):0.132 Diagnosis:9ccs96:Hrt valve dx:0.076 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.075 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.074 Diagnosis:9ccs155:Other GI dx:0.040 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.027 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.027 Diagnosis:9ccs257:Ot aftercare:0.027 Diagnosis:9ccs52:Nutrit defic | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs52:Nutrit defic:1.000 Diagnosis:9ccs48:Thyroid dsor:0.151 Diagnosis:9ccs58:Ot nutrit dx:0.130 Diagnosis:9ccs211:Ot conn tiss:0.126 Lab:294199 BILIRUBIN SCAN - LMC:0.104 Diagnosis:9ccs134:Ot uppr resp:0.081 Diagnosis:9ccs138:Esophgeal dx:0.058 Diagnosis:9ccs259:Unclassified:0.044 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.036 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.036 Vital: BP-avg16to19 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs256:Exam/eval:0.073 Diagnosis:9ccs136:Teeth dx:0.065 Diagnosis:9ccs217:Ot cong anom:0.063 Diagnosis:9ccs91:Other eye dx:0.059 Diagnosis:9ccs96:Hrt valve dx:-0.059 Diagnosis:9ccs151:Oth liver dx:0.057 Diagnosis:9ccs122:Pneumonia:-0.057 Lab:295669 BILIRUBIN DIRECT - LMC:-0.057 Diagnosis:9ccs59:Anemia:0.055 Diagnosis:9ccs74:Ot mentl cnd:0.053 Diagnosis:9ccs254:Rehab | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs254:Rehab:1.000 Diagnosis:9ccs219:Low birth wt:0.126 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.066 Newborn Diagnosis:9ccs219:Low birth wt:0.063 Diagnosis:9ccs259:Unclassified:0.059 Diagnosis:9ccs125:Bronchitis:0.055 Diagnosis:9ccs217:Ot cong anom:0.053 Diagnosis:9ccs256:Exam/eval:0.052 Diagnosis:9ccs113:Late eff CVD:0.046 Diagnosis:9ccs59:Anemia:0.044 Diagnosis:9ccs44:Neoplsm unsp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs44:Neoplsm unsp:1.000 Diagnosis:9ccs212:Ot bone dx:0.315 Diagnosis:9ccs47:Ot bnign neo:0.109 Diagnosis:9ccs91:Other eye dx:0.108 Diagnosis:9ccs213:Cardiac anom:0.090 Diagnosis:9ccs224:Ot perint dx:0.074 Diagnosis:9ccs0:No DX:0.069 Diagnosis:9ccs126:Ot up rsp in:-0.056 Diagnosis:9ccs96:Hrt valve dx:0.048 Diagnosis:9ccs239:Superfic inj:0.047 Lab:323854 CULTURE FECES - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:323854 CULTURE FECES - Sunrise:1.000 Diagnosis:9ccs153:GI hemorrhag:0.127 Diagnosis:9ccs143:Abdom hernia:0.107 Diagnosis:9ccs154:Gastroent:0.099 Diagnosis:9ccs166:Oth male gen:0.093 Diagnosis:9ccs161:Ot dx kidney:-0.091 Diagnosis:9ccs140:Gastritis:-0.080 Diagnosis:9ccs136:Teeth dx:0.080 Diagnosis:9ccs134:Ot uppr resp:0.070 Diagnosis:9ccs151:Oth liver dx:0.070 Newborn Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs138:Esophgeal dx:1.000 Newborn Diagnosis:9ccs253:Allergy:0.377 Newborn Diagnosis:9ccs95:Oth nerv dx:0.353 Newborn Diagnosis:9ccs217:Ot cong anom:0.135 Newborn Diagnosis:9ccs256:Exam/eval:0.097 Diagnosis:9ccs217:Ot cong anom:0.082 Diagnosis:9ccs91:Other eye dx:0.076 Diagnosis:9ccs96:Hrt valve dx:0.076 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs239:Superfic inj:0.074 Diagnosis:9ccs51:Ot endo dsor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs51:Ot endo dsor:1.000 Diagnosis:9ccs243:Poisn nonmed:0.148 Newborn Diagnosis:9ccs215:gu cong anom:0.135 Diagnosis:9ccs143:Abdom hernia:0.114 Diagnosis:9ccs215:gu cong anom:0.101 Diagnosis:9ccs165:Inf male gen:0.065 Diagnosis:9ccs159:UTI:0.053 Diagnosis:9ccs155:Other GI dx:0.052 Diagnosis:9ccs138:Esophgeal dx:0.048 Number of Visits:0.035 Diagnosis:9ccs229:Fx arm | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs229:Fx arm:1.000 Diagnosis:9ccs231:Oth fracture:0.332 Diagnosis:9ccs147:Anal/rectal:0.141 Diagnosis:9ccs83:Epilepsy/cnv:0.119 Newborn Diagnosis:9ccs223:Birth trauma:0.103 Diagnosis:9ccs258:Other screen:0.090 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.089 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.089 Diagnosis:9ccs134:Ot uppr resp:0.081 Diagnosis:9ccs165:Inf male gen:0.078 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:295490 17 HYDROXYPROGESTERONE - LMC:-1.000 Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.307 Newborn Diagnosis:9ccs221:Resp distres:-0.197 Diagnosis:9ccs153:GI hemorrhag:0.155 Diagnosis:9ccs219:Low birth wt:0.130 Diagnosis:9ccs258:Other screen:-0.117 Diagnosis:9ccs215:gu cong anom:-0.079 Diagnosis:9ccs137:Mouth dx:-0.077 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.074 Newborn Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs58:Ot nutrit dx:1.000 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.577 Newborn Diagnosis:9ccs221:Resp distres:0.276 Diagnosis:9ccs213:Cardiac anom:0.132 Diagnosis:9ccs143:Abdom hernia:0.119 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.099 Newborn Diagnosis:9ccs94:Other ear dx:-0.098 Newborn Diagnosis:9ccs256:Exam/eval:0.097 Newborn Diagnosis:9ccs219:Low birth wt:0.095 Diagnosis:9ccs259:Unclassified:0.089 Diagnosis:9ccs238:Complic proc | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs238:Complic proc:1.000 Lab:306854 PLATELET COUNT - Sunrise:0.413 Diagnosis:9ccs151:Oth liver dx:0.080 Diagnosis:9ccs124:Tonsillitis:0.070 Diagnosis:9ccs222:Perint jaund:0.067 Lab:295669 BILIRUBIN DIRECT - LMC:-0.050 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.042 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.042 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.041 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.041 Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs221:Resp distres:1.000 Diagnosis:9ccs123:Influenza:0.128 Diagnosis:9ccs125:Bronchitis:0.055 Diagnosis:9ccs122:Pneumonia:0.046 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.044 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.044 Diagnosis:9ccs59:Anemia:0.044 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.043 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.043 Number of Visits:0.042 Newborn Diagnosis:9ccs166:Oth male gen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs166:Oth male gen:1.000 Diagnosis:9ccs208:Acq foot def:0.377 Diagnosis:9ccs95:Oth nerv dx:0.142 Newborn Diagnosis:9ccs215:gu cong anom:0.139 Newborn Diagnosis:9ccs217:Ot cong anom:0.135 Diagnosis:9ccs256:Exam/eval:0.081 Diagnosis:9ccs94:Other ear dx:0.074 Diagnosis:9ccs134:Ot uppr resp:0.074 Diagnosis:9ccs222:Perint jaund:0.062 Diagnosis:9ccs7:Viral infect:0.026 Diagnosis:9ccs98:HTN | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs98:HTN:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.139 Diagnosis:9ccs215:gu cong anom:0.106 Newborn Diagnosis:9ccs256:Exam/eval:0.097 Newborn Diagnosis:9ccs219:Low birth wt:0.095 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs239:Superfic inj:0.074 Newborn Diagnosis:9ccs222:Perint jaund:0.070 Diagnosis:9ccs74:Ot mentl cnd:0.066 Diagnosis:9ccs133:Oth low resp:0.059 Diagnosis:9ccs145:Int obstruct | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs145:Int obstruct:1.000 Lab:297275 STREP RAPID TEST (POCT):0.264 Diagnosis:9ccs89:Blindness:0.211 Diagnosis:9ccs243:Poisn nonmed:0.171 Diagnosis:9ccs163:Other GU dx:0.164 Diagnosis:9ccs250:Nausea/vomit:0.053 Newborn Diagnosis:9ccs219:Low birth wt:0.048 Diagnosis:9ccs253:Allergy:-0.041 Diagnosis:9ccs217:Ot cong anom:0.039 Lab:292495 LEAD LEVEL - Sunrise:-0.039 Diagnosis:9ccs2619:e codes: other specified- nec | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs2619:e codes: other specified- nec:1.000 Diagnosis:9ccs258:Other screen:0.230 Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.204 Diagnosis:10ccs58:Ot nutrit dx:0.164 Newborn Diagnosis:9ccs96:Hrt valve dx:0.148 Diagnosis:9ccs127:COPD:0.126 Number of Visits:0.118 Diagnosis:9ccs217:Ot cong anom:0.116 Diagnosis:9ccs2603:E Codes: Fall:0.114 Diagnosis:9ccs239:Superfic inj:0.105 Diagnosis:9ccs5:HIV infectn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs5:HIV infectn:1.000 Newborn Diagnosis:9ccs259:Unclassified:0.116 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.060 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.060 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.054 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.054 Diagnosis:9ccs10:Immuniz/scrn:-0.050 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.045 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.045 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.042 Diagnosis:9ccs181:Ot preg comp | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs181:Ot preg comp:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.083 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.082 Diagnosis:9ccs96:Hrt valve dx:0.076 Diagnosis:9ccs151:Oth liver dx:0.073 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.055 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.055 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.045 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.045 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.040 Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:1.000 Newborn Diagnosis:9ccs2620:E Codes: Unspecified:1.000 Newborn Diagnosis:9ccs229:Fx arm:1.000 Diagnosis:9ccs223:Birth trauma:0.217 Diagnosis:9ccs165:Inf male gen:0.142 Diagnosis:9ccs166:Oth male gen:0.102 Diagnosis:9ccs217:Ot cong anom:0.082 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs59:Anemia:0.070 Diagnosis:9ccs126:Ot up rsp in:-0.040 Newborn Diagnosis:9ccs229:Fx arm | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:1.000 Newborn Diagnosis:9ccs2620:E Codes: Unspecified:1.000 Newborn Diagnosis:9ccs229:Fx arm:1.000 Diagnosis:9ccs223:Birth trauma:0.217 Diagnosis:9ccs165:Inf male gen:0.142 Diagnosis:9ccs166:Oth male gen:0.102 Diagnosis:9ccs217:Ot cong anom:0.082 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs59:Anemia:0.070 Diagnosis:9ccs126:Ot up rsp in:-0.040 Diagnosis:9ccs105:Conduction | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs105:Conduction:1.000 Newborn Diagnosis:9ccs200:Oth skin dx:0.500 Diagnosis:9ccs211:Ot conn tiss:0.222 Diagnosis:9ccs117:Ot circul dx:0.222 Diagnosis:9ccs47:Ot bnign neo:0.158 Diagnosis:9ccs213:Cardiac anom:0.132 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.113 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.113 Diagnosis:9ccs0:No DX:0.103 Diagnosis:9ccs127:COPD:0.089 Newborn Diagnosis:9ccs2620:E Codes: Unspecified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:1.000 Newborn Diagnosis:9ccs2620:E Codes: Unspecified:1.000 Newborn Diagnosis:9ccs229:Fx arm:1.000 Diagnosis:9ccs223:Birth trauma:0.217 Diagnosis:9ccs165:Inf male gen:0.142 Diagnosis:9ccs166:Oth male gen:0.102 Diagnosis:9ccs217:Ot cong anom:0.082 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs59:Anemia:0.070 Diagnosis:9ccs126:Ot up rsp in:-0.040 Diagnosis:9ccs109:Acute CVD | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs109:Acute CVD:1.000 Newborn Diagnosis:9ccs217:Ot cong anom:0.135 Diagnosis:9ccs224:Ot perint dx:0.110 Diagnosis:9ccs137:Mouth dx:0.103 Diagnosis:9ccs127:COPD:0.089 Number of Visits:0.085 Diagnosis:9ccs136:Teeth dx:0.085 Diagnosis:9ccs217:Ot cong anom:0.082 Diagnosis:9ccs256:Exam/eval:0.081 Diagnosis:9ccs96:Hrt valve dx:0.076 Diagnosis:9ccs232:Sprain | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs232:Sprain:1.000 Lab:297280 GLUCOSE REAGENT STRIP:0.500 Diagnosis:9ccs246:FUO:0.315 Diagnosis:9ccs3:Oth bact inf:0.211 Diagnosis:9ccs240:Burns:0.152 Diagnosis:9ccs256:Exam/eval:0.114 Diagnosis:9ccs58:Ot nutrit dx:0.106 Diagnosis:9ccs159:UTI:0.081 Diagnosis:9ccs138:Esophgeal dx:0.075 Diagnosis:9ccs10:Immuniz/scrn:-0.071 Newborn Diagnosis:9ccs220:Birth asphyx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs220:Birth asphyx:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.099 Newborn Diagnosis:9ccs94:Other ear dx:-0.098 Diagnosis:9ccs257:Ot aftercare:0.027 Newborn Diagnosis:9ccs224:Ot perint dx:0.026 Diagnosis:9ccs92:Otitis media:0.026 Diagnosis:9ccs253:Allergy:-0.023 Diagnosis:9ccs7:Viral infect:-0.022 Diagnosis:9ccs200:Oth skin dx:-0.015 Diagnosis:9ccs125:Bronchitis:-0.015 Lab:306854 PLATELET COUNT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Lab:306854 PLATELET COUNT - Sunrise:1.000 Diagnosis:9ccs238:Complic proc:0.413 Newborn Diagnosis:9ccs218:Liveborn:0.404 Newborn Diagnosis:9ccs0:No DX:-0.194 Diagnosis:9ccs89:Blindness:-0.131 Diagnosis:9ccs124:Tonsillitis:0.096 Diagnosis:9ccs213:Cardiac anom:-0.095 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.073 Newborn Diagnosis:9ccs94:Other ear dx:0.073 Diagnosis:9ccs136:Teeth dx:-0.064 Newborn Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs47:Ot bnign neo:1.000 Diagnosis:9ccs106:Dysrhythmia:0.353 Newborn Diagnosis:9ccs191:Amnios dx:0.315 Diagnosis:9ccs83:Epilepsy/cnv:0.148 Diagnosis:9ccs258:Other screen:0.113 Diagnosis:9ccs161:Ot dx kidney:0.107 Newborn Diagnosis:9ccs215:gu cong anom:0.096 Newborn Diagnosis:9ccs217:Ot cong anom:0.093 Number of Visits:0.054 Diagnosis:9ccs217:Ot cong anom:0.053 Newborn Diagnosis:9ccs162:Ot dx bladdr | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs162:Ot dx bladdr:1.000 Diagnosis:9ccs161:Ot dx kidney:0.154 Newborn Diagnosis:9ccs215:gu cong anom:0.139 Diagnosis:9ccs159:UTI:0.120 MatDeliveryAge:-0.043 Diagnosis:9ccs135:Intest infct:0.039 Diagnosis:9ccs125:Bronchitis:0.039 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.033 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.032 Diagnosis:9ccs257:Ot aftercare:0.027 Newborn Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs91:Other eye dx:1.000 Newborn Diagnosis:9ccs221:Resp distres:0.276 Newborn Diagnosis:9ccs223:Birth trauma:0.184 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.125 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.125 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.122 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.121 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.096 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.096 Newborn Diagnosis:9ccs219:Low birth wt:0.095 Newborn Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs62:Coag/hemr dx:1.000 Newborn Diagnosis:9ccs216:Nerv cong an:0.577 Diagnosis:9ccs62:Coag/hemr dx:0.353 Diagnosis:9ccs216:Nerv cong an:0.288 Diagnosis:9ccs55:Fluid/elc dx:0.276 Newborn Diagnosis:9ccs213:Cardiac anom:0.257 Diagnosis:9ccs83:Epilepsy/cnv:0.212 Lab:295669 BILIRUBIN DIRECT - LMC:-0.188 Newborn Diagnosis:9ccs259:Unclassified:0.116 Lab:294203 BILIRUBIN TOTAL - LMC:-0.102 Diagnosis:9ccs188:Pelvic obstr | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs188:Pelvic obstr:1.000 Diagnosis:9ccs242:Poisn ot med:0.315 Diagnosis:9ccs123:Influenza:0.184 Newborn Diagnosis:9ccs223:Birth trauma:0.184 Diagnosis:9ccs124:Tonsillitis:0.130 Diagnosis:9ccs137:Mouth dx:0.103 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.103 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.103 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.076 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.076 Vital : 0.761160671355 Number of Visits : 0.0127740938538 MatDeliveryAge : 0.0123406327982 Census : 0.146115322116 Lab : 0.00636457067214 Diagnosis : 0.0532997486761 Newborn Diagnosis : 0.00794496052836 Time to run analysis 0:10:21.255380 Total Time elapsed 5:39:19.153843 ----------------------------------------------------- boys no_min wfl_19_24 lasso regression Running batch 1 of 7 with 16 nodes Bootstrap CV 0, alpha = 0.001, R^2 train: 0.290, R^2 test: 0.180 Bootstrap CV 0, alpha = 0.005, R^2 train: 0.290, R^2 test: 0.181 Bootstrap CV 0, alpha = 0.01, R^2 train: 0.290, R^2 test: 0.183 Bootstrap CV 0, alpha = 0.1, R^2 train: 0.279, R^2 test: 0.202 best alpha via bootstrap CV: 0.1 AUC Train: 0.748, Explained Variance Score Train: 0.279 AUC Validation: 0.842, Explained Variance Score Validation: 0.225 AUC Test: 0.774, Explained Variance Score Test: 0.293 Bootstrap CV 7, alpha = 0.001, R^2 train: 0.280, R^2 test: 0.318 Bootstrap CV 7, alpha = 0.005, R^2 train: 0.280, R^2 test: 0.319 Bootstrap CV 7, alpha = 0.01, R^2 train: 0.280, R^2 test: 0.320 Bootstrap CV 7, alpha = 0.1, R^2 train: 0.267, R^2 test: 0.325 best alpha via bootstrap CV: 0.1 AUC Train: 0.755, Explained Variance Score Train: 0.267 AUC Validation: 0.781, Explained Variance Score Validation: 0.327 AUC Test: 0.774, Explained Variance Score Test: 0.292 Bootstrap CV 3, alpha = 0.001, R^2 train: 0.206, R^2 test: 0.347 Bootstrap CV 3, alpha = 0.005, R^2 train: 0.206, R^2 test: 0.349 Bootstrap CV 3, alpha = 0.01, R^2 train: 0.206, R^2 test: 0.351 Bootstrap CV 3, alpha = 0.1, R^2 train: 0.195, R^2 test: 0.359 best alpha via bootstrap CV: 0.1 AUC Train: 0.762, Explained Variance Score Train: 0.195 AUC Validation: 0.763, Explained Variance Score Validation: 0.379 AUC Test: 0.774, Explained Variance Score Test: 0.292 Bootstrap CV 8, alpha = 0.001, R^2 train: 0.211, R^2 test: 0.228 Bootstrap CV 8, alpha = 0.005, R^2 train: 0.211, R^2 test: 0.227 Bootstrap CV 8, alpha = 0.01, R^2 train: 0.211, R^2 test: 0.226 Bootstrap CV 8, alpha = 0.1, R^2 train: 0.201, R^2 test: 0.201 best alpha via bootstrap CV: 0.001 AUC Train: 0.759, Explained Variance Score Train: 0.211 AUC Validation: 0.690, Explained Variance Score Validation: 0.228 AUC Test: 0.774, Explained Variance Score Test: 0.291 Bootstrap CV 5, alpha = 0.001, R^2 train: 0.210, R^2 test: 0.162 Bootstrap CV 5, alpha = 0.005, R^2 train: 0.210, R^2 test: 0.163 Bootstrap CV 5, alpha = 0.01, R^2 train: 0.210, R^2 test: 0.163 Bootstrap CV 5, alpha = 0.1, R^2 train: 0.196, R^2 test: 0.160 best alpha via bootstrap CV: 0.001 AUC Train: 0.711, Explained Variance Score Train: 0.210 AUC Validation: 0.653, Explained Variance Score Validation: 0.163 AUC Test: 0.774, Explained Variance Score Test: 0.292 Bootstrap CV 6, alpha = 0.001, R^2 train: 0.141, R^2 test: 0.225 Bootstrap CV 6, alpha = 0.005, R^2 train: 0.141, R^2 test: 0.224 Bootstrap CV 6, alpha = 0.01, R^2 train: 0.141, R^2 test: 0.222 Bootstrap CV 6, alpha = 0.1, R^2 train: 0.131, R^2 test: 0.190 best alpha via bootstrap CV: 0.001 AUC Train: 0.694, Explained Variance Score Train: 0.141 AUC Validation: 0.681, Explained Variance Score Validation: 0.235 AUC Test: 0.774, Explained Variance Score Test: 0.289 Bootstrap CV 4, alpha = 0.001, R^2 train: 0.282, R^2 test: 0.414 Bootstrap CV 4, alpha = 0.005, R^2 train: 0.282, R^2 test: 0.413 Bootstrap CV 4, alpha = 0.01, R^2 train: 0.281, R^2 test: 0.412 Bootstrap CV 4, alpha = 0.1, R^2 train: 0.271, R^2 test: 0.384 best alpha via bootstrap CV: 0.01 AUC Train: 0.780, Explained Variance Score Train: 0.281 AUC Validation: 0.799, Explained Variance Score Validation: 0.420 AUC Test: 0.774, Explained Variance Score Test: 0.290 Bootstrap CV 2, alpha = 0.001, R^2 train: 0.281, R^2 test: 0.285 Bootstrap CV 2, alpha = 0.005, R^2 train: 0.281, R^2 test: 0.287 Bootstrap CV 2, alpha = 0.01, R^2 train: 0.281, R^2 test: 0.288 Bootstrap CV 2, alpha = 0.1, R^2 train: 0.265, R^2 test: 0.293 best alpha via bootstrap CV: 0.01 AUC Train: 0.741, Explained Variance Score Train: 0.281 AUC Validation: 0.842, Explained Variance Score Validation: 0.340 AUC Test: 0.774, Explained Variance Score Test: 0.293 Bootstrap CV 9, alpha = 0.001, R^2 train: 0.145, R^2 test: 0.189 Bootstrap CV 9, alpha = 0.005, R^2 train: 0.145, R^2 test: 0.189 Bootstrap CV 9, alpha = 0.01, R^2 train: 0.145, R^2 test: 0.189 Bootstrap CV 9, alpha = 0.1, R^2 train: 0.132, R^2 test: 0.168 best alpha via bootstrap CV: 0.001 AUC Train: 0.718, Explained Variance Score Train: 0.145 AUC Validation: 0.708, Explained Variance Score Validation: 0.201 AUC Test: 0.774, Explained Variance Score Test: 0.292 Bootstrap CV 10, alpha = 0.001, R^2 train: 0.121, R^2 test: 0.350 Bootstrap CV 10, alpha = 0.005, R^2 train: 0.121, R^2 test: 0.348 Bootstrap CV 10, alpha = 0.01, R^2 train: 0.121, R^2 test: 0.345 Bootstrap CV 10, alpha = 0.1, R^2 train: 0.107, R^2 test: 0.275 best alpha via bootstrap CV: 0.001 AUC Train: 0.758, Explained Variance Score Train: 0.121 AUC Validation: 0.788, Explained Variance Score Validation: 0.351 AUC Test: 0.774, Explained Variance Score Test: 0.275 Bootstrap CV 14, alpha = 0.001, R^2 train: 0.279, R^2 test: 0.210 Bootstrap CV 14, alpha = 0.005, R^2 train: 0.279, R^2 test: 0.211 Bootstrap CV 14, alpha = 0.01, R^2 train: 0.279, R^2 test: 0.212 Bootstrap CV 14, alpha = 0.1, R^2 train: 0.264, R^2 test: 0.215 best alpha via bootstrap CV: 0.01 AUC Train: 0.770, Explained Variance Score Train: 0.279 AUC Validation: 0.708, Explained Variance Score Validation: 0.212 AUC Test: 0.774, Explained Variance Score Test: 0.290 Bootstrap CV 11, alpha = 0.001, R^2 train: 0.255, R^2 test: 0.264 Bootstrap CV 11, alpha = 0.005, R^2 train: 0.255, R^2 test: 0.265 Bootstrap CV 11, alpha = 0.01, R^2 train: 0.255, R^2 test: 0.266 Bootstrap CV 11, alpha = 0.1, R^2 train: 0.242, R^2 test: 0.266 best alpha via bootstrap CV: 0.001 AUC Train: 0.718, Explained Variance Score Train: 0.255 AUC Validation: 0.812, Explained Variance Score Validation: 0.268 AUC Test: 0.774, Explained Variance Score Test: 0.291 Bootstrap CV 1, alpha = 0.001, R^2 train: 0.198, R^2 test: 0.293 Bootstrap CV 1, alpha = 0.005, R^2 train: 0.198, R^2 test: 0.292 Bootstrap CV 1, alpha = 0.01, R^2 train: 0.198, R^2 test: 0.291 Bootstrap CV 1, alpha = 0.1, R^2 train: 0.185, R^2 test: 0.255 best alpha via bootstrap CV: 0.01 AUC Train: 0.716, Explained Variance Score Train: 0.198 AUC Validation: 0.884, Explained Variance Score Validation: 0.292 AUC Test: 0.774, Explained Variance Score Test: 0.293 Bootstrap CV 15, alpha = 0.001, R^2 train: 0.241, R^2 test: 0.248 Bootstrap CV 15, alpha = 0.005, R^2 train: 0.241, R^2 test: 0.249 Bootstrap CV 15, alpha = 0.01, R^2 train: 0.241, R^2 test: 0.250 Bootstrap CV 15, alpha = 0.1, R^2 train: 0.232, R^2 test: 0.260 best alpha via bootstrap CV: 0.1 AUC Train: 0.757, Explained Variance Score Train: 0.232 AUC Validation: 0.733, Explained Variance Score Validation: 0.283 AUC Test: 0.774, Explained Variance Score Test: 0.290 Bootstrap CV 13, alpha = 0.001, R^2 train: 0.186, R^2 test: 0.255 Bootstrap CV 13, alpha = 0.005, R^2 train: 0.186, R^2 test: 0.254 Bootstrap CV 13, alpha = 0.01, R^2 train: 0.186, R^2 test: 0.251 Bootstrap CV 13, alpha = 0.1, R^2 train: 0.169, R^2 test: 0.201 best alpha via bootstrap CV: 0.001 AUC Train: 0.726, Explained Variance Score Train: 0.186 AUC Validation: 0.713, Explained Variance Score Validation: 0.258 AUC Test: 0.774, Explained Variance Score Test: 0.283 Bootstrap CV 12, alpha = 0.001, R^2 train: 0.270, R^2 test: 0.184 Bootstrap CV 12, alpha = 0.005, R^2 train: 0.270, R^2 test: 0.185 Bootstrap CV 12, alpha = 0.01, R^2 train: 0.270, R^2 test: 0.185 Bootstrap CV 12, alpha = 0.1, R^2 train: 0.255, R^2 test: 0.181 best alpha via bootstrap CV: 0.001 AUC Train: 0.733, Explained Variance Score Train: 0.270 AUC Validation: 0.738, Explained Variance Score Validation: 0.226 AUC Test: 0.774, Explained Variance Score Test: 0.289 Running batch 2 of 7 with 16 nodes Bootstrap CV 19, alpha = 0.001, R^2 train: 0.259, R^2 test: 0.352 Bootstrap CV 19, alpha = 0.005, R^2 train: 0.259, R^2 test: 0.350 Bootstrap CV 19, alpha = 0.01, R^2 train: 0.259, R^2 test: 0.348 Bootstrap CV 19, alpha = 0.1, R^2 train: 0.245, R^2 test: 0.301 best alpha via bootstrap CV: 0.005 AUC Train: 0.679, Explained Variance Score Train: 0.259 AUC Validation: 0.790, Explained Variance Score Validation: 0.368 AUC Test: 0.774, Explained Variance Score Test: 0.293 Bootstrap CV 17, alpha = 0.001, R^2 train: 0.216, R^2 test: 0.253 Bootstrap CV 17, alpha = 0.005, R^2 train: 0.216, R^2 test: 0.253 Bootstrap CV 17, alpha = 0.01, R^2 train: 0.216, R^2 test: 0.252 Bootstrap CV 17, alpha = 0.1, R^2 train: 0.200, R^2 test: 0.226 best alpha via bootstrap CV: 0.001 AUC Train: 0.740, Explained Variance Score Train: 0.216 AUC Validation: 0.709, Explained Variance Score Validation: 0.255 AUC Test: 0.774, Explained Variance Score Test: 0.287 Bootstrap CV 21, alpha = 0.001, R^2 train: 0.287, R^2 test: 0.236 Bootstrap CV 21, alpha = 0.005, R^2 train: 0.287, R^2 test: 0.236 Bootstrap CV 21, alpha = 0.01, R^2 train: 0.287, R^2 test: 0.236 Bootstrap CV 21, alpha = 0.1, R^2 train: 0.275, R^2 test: 0.227 best alpha via bootstrap CV: 0.01 AUC Train: 0.797, Explained Variance Score Train: 0.287 AUC Validation: 0.737, Explained Variance Score Validation: 0.236 AUC Test: 0.774, Explained Variance Score Test: 0.292 Bootstrap CV 20, alpha = 0.001, R^2 train: 0.250, R^2 test: 0.247 Bootstrap CV 20, alpha = 0.005, R^2 train: 0.250, R^2 test: 0.247 Bootstrap CV 20, alpha = 0.01, R^2 train: 0.249, R^2 test: 0.247 Bootstrap CV 20, alpha = 0.1, R^2 train: 0.237, R^2 test: 0.234 best alpha via bootstrap CV: 0.001 AUC Train: 0.725, Explained Variance Score Train: 0.250 AUC Validation: 0.704, Explained Variance Score Validation: 0.247 AUC Test: 0.774, Explained Variance Score Test: 0.292 Bootstrap CV 24, alpha = 0.001, R^2 train: 0.261, R^2 test: 0.312 Bootstrap CV 24, alpha = 0.005, R^2 train: 0.261, R^2 test: 0.311 Bootstrap CV 24, alpha = 0.01, R^2 train: 0.261, R^2 test: 0.309 Bootstrap CV 24, alpha = 0.1, R^2 train: 0.250, R^2 test: 0.276 best alpha via bootstrap CV: 0.001 AUC Train: 0.752, Explained Variance Score Train: 0.261 AUC Validation: 0.832, Explained Variance Score Validation: 0.330 AUC Test: 0.774, Explained Variance Score Test: 0.285 Bootstrap CV 23, alpha = 0.001, R^2 train: 0.190, R^2 test: 0.382 Bootstrap CV 23, alpha = 0.005, R^2 train: 0.190, R^2 test: 0.380 Bootstrap CV 23, alpha = 0.01, R^2 train: 0.190, R^2 test: 0.379 Bootstrap CV 23, alpha = 0.1, R^2 train: 0.177, R^2 test: 0.332 best alpha via bootstrap CV: 0.001 AUC Train: 0.761, Explained Variance Score Train: 0.190 AUC Validation: 0.861, Explained Variance Score Validation: 0.394 AUC Test: 0.774, Explained Variance Score Test: 0.291 Bootstrap CV 22, alpha = 0.001, R^2 train: 0.175, R^2 test: 0.191 Bootstrap CV 22, alpha = 0.005, R^2 train: 0.175, R^2 test: 0.191 Bootstrap CV 22, alpha = 0.01, R^2 train: 0.175, R^2 test: 0.191 Bootstrap CV 22, alpha = 0.1, R^2 train: 0.162, R^2 test: 0.179 best alpha via bootstrap CV: 0.001 AUC Train: 0.703, Explained Variance Score Train: 0.175 AUC Validation: 0.709, Explained Variance Score Validation: 0.191 AUC Test: 0.774, Explained Variance Score Test: 0.291 Bootstrap CV 18, alpha = 0.001, R^2 train: 0.264, R^2 test: 0.277 Bootstrap CV 18, alpha = 0.005, R^2 train: 0.264, R^2 test: 0.276 Bootstrap CV 18, alpha = 0.01, R^2 train: 0.264, R^2 test: 0.276 Bootstrap CV 18, alpha = 0.1, R^2 train: 0.249, R^2 test: 0.253 best alpha via bootstrap CV: 0.001 AUC Train: 0.696, Explained Variance Score Train: 0.264 AUC Validation: 0.788, Explained Variance Score Validation: 0.284 AUC Test: 0.774, Explained Variance Score Test: 0.292 Bootstrap CV 16, alpha = 0.001, R^2 train: 0.252, R^2 test: 0.238 Bootstrap CV 16, alpha = 0.005, R^2 train: 0.252, R^2 test: 0.239 Bootstrap CV 16, alpha = 0.01, R^2 train: 0.252, R^2 test: 0.240 Bootstrap CV 16, alpha = 0.1, R^2 train: 0.242, R^2 test: 0.237 best alpha via bootstrap CV: 0.01 AUC Train: 0.806, Explained Variance Score Train: 0.252 AUC Validation: 0.797, Explained Variance Score Validation: 0.261 AUC Test: 0.774, Explained Variance Score Test: 0.292 Bootstrap CV 25, alpha = 0.001, R^2 train: 0.129, R^2 test: 0.181 Bootstrap CV 25, alpha = 0.005, R^2 train: 0.129, R^2 test: 0.181 Bootstrap CV 25, alpha = 0.01, R^2 train: 0.129, R^2 test: 0.180 Bootstrap CV 25, alpha = 0.1, R^2 train: 0.114, R^2 test: 0.152 best alpha via bootstrap CV: 0.001 AUC Train: 0.704, Explained Variance Score Train: 0.129 AUC Validation: 0.697, Explained Variance Score Validation: 0.182 AUC Test: 0.774, Explained Variance Score Test: 0.269 Bootstrap CV 28, alpha = 0.001, R^2 train: 0.207, R^2 test: 0.275 Bootstrap CV 28, alpha = 0.005, R^2 train: 0.207, R^2 test: 0.274 Bootstrap CV 28, alpha = 0.01, R^2 train: 0.207, R^2 test: 0.274 Bootstrap CV 28, alpha = 0.1, R^2 train: 0.195, R^2 test: 0.250 best alpha via bootstrap CV: 0.001 AUC Train: 0.706, Explained Variance Score Train: 0.207 AUC Validation: 0.818, Explained Variance Score Validation: 0.277 AUC Test: 0.774, Explained Variance Score Test: 0.292 Bootstrap CV 26, alpha = 0.001, R^2 train: 0.174, R^2 test: 0.289 Bootstrap CV 26, alpha = 0.005, R^2 train: 0.174, R^2 test: 0.288 Bootstrap CV 26, alpha = 0.01, R^2 train: 0.173, R^2 test: 0.287 Bootstrap CV 26, alpha = 0.1, R^2 train: 0.160, R^2 test: 0.255 best alpha via bootstrap CV: 0.001 AUC Train: 0.719, Explained Variance Score Train: 0.174 AUC Validation: 0.751, Explained Variance Score Validation: 0.294 AUC Test: 0.774, Explained Variance Score Test: 0.281 Bootstrap CV 31, alpha = 0.001, R^2 train: 0.260, R^2 test: 0.253 Bootstrap CV 31, alpha = 0.005, R^2 train: 0.260, R^2 test: 0.253 Bootstrap CV 31, alpha = 0.01, R^2 train: 0.259, R^2 test: 0.254 Bootstrap CV 31, alpha = 0.1, R^2 train: 0.250, R^2 test: 0.258 best alpha via bootstrap CV: 0.1 AUC Train: 0.751, Explained Variance Score Train: 0.250 AUC Validation: 0.708, Explained Variance Score Validation: 0.258 AUC Test: 0.774, Explained Variance Score Test: 0.291 Bootstrap CV 29, alpha = 0.001, R^2 train: 0.257, R^2 test: 0.102 Bootstrap CV 29, alpha = 0.005, R^2 train: 0.257, R^2 test: 0.103 Bootstrap CV 29, alpha = 0.01, R^2 train: 0.256, R^2 test: 0.104 Bootstrap CV 29, alpha = 0.1, R^2 train: 0.244, R^2 test: 0.116 best alpha via bootstrap CV: 0.01 AUC Train: 0.727, Explained Variance Score Train: 0.256 AUC Validation: 0.646, Explained Variance Score Validation: 0.105 AUC Test: 0.774, Explained Variance Score Test: 0.292 Bootstrap CV 30, alpha = 0.001, R^2 train: 0.288, R^2 test: 0.175 Bootstrap CV 30, alpha = 0.005, R^2 train: 0.288, R^2 test: 0.175 Bootstrap CV 30, alpha = 0.01, R^2 train: 0.288, R^2 test: 0.176 Bootstrap CV 30, alpha = 0.1, R^2 train: 0.269, R^2 test: 0.173 best alpha via bootstrap CV: 0.01 AUC Train: 0.745, Explained Variance Score Train: 0.288 AUC Validation: 0.750, Explained Variance Score Validation: 0.176 AUC Test: 0.774, Explained Variance Score Test: 0.292 Bootstrap CV 27, alpha = 0.001, R^2 train: 0.208, R^2 test: 0.174 Bootstrap CV 27, alpha = 0.005, R^2 train: 0.208, R^2 test: 0.174 Bootstrap CV 27, alpha = 0.01, R^2 train: 0.208, R^2 test: 0.172 Bootstrap CV 27, alpha = 0.1, R^2 train: 0.194, R^2 test: 0.146 best alpha via bootstrap CV: 0.001 AUC Train: 0.694, Explained Variance Score Train: 0.208 AUC Validation: 0.676, Explained Variance Score Validation: 0.185 AUC Test: 0.774, Explained Variance Score Test: 0.286 Running batch 3 of 7 with 16 nodes Bootstrap CV 41, alpha = 0.001, R^2 train: 0.204, R^2 test: 0.208 Bootstrap CV 41, alpha = 0.005, R^2 train: 0.204, R^2 test: 0.207 Bootstrap CV 41, alpha = 0.01, R^2 train: 0.203, R^2 test: 0.205 Bootstrap CV 41, alpha = 0.1, R^2 train: 0.190, R^2 test: 0.174 best alpha via bootstrap CV: 0.001 AUC Train: 0.701, Explained Variance Score Train: 0.204 AUC Validation: 0.757, Explained Variance Score Validation: 0.221 AUC Test: 0.774, Explained Variance Score Test: 0.277 Bootstrap CV 40, alpha = 0.001, R^2 train: 0.123, R^2 test: 0.299 Bootstrap CV 40, alpha = 0.005, R^2 train: 0.123, R^2 test: 0.296 Bootstrap CV 40, alpha = 0.01, R^2 train: 0.123, R^2 test: 0.293 Bootstrap CV 40, alpha = 0.1, R^2 train: 0.108, R^2 test: 0.218 best alpha via bootstrap CV: 0.001 AUC Train: 0.729, Explained Variance Score Train: 0.123 AUC Validation: 0.725, Explained Variance Score Validation: 0.303 AUC Test: 0.774, Explained Variance Score Test: 0.254 Bootstrap CV 42, alpha = 0.001, R^2 train: 0.138, R^2 test: 0.284 Bootstrap CV 42, alpha = 0.005, R^2 train: 0.138, R^2 test: 0.283 Bootstrap CV 42, alpha = 0.01, R^2 train: 0.138, R^2 test: 0.280 Bootstrap CV 42, alpha = 0.1, R^2 train: 0.124, R^2 test: 0.226 best alpha via bootstrap CV: 0.001 AUC Train: 0.683, Explained Variance Score Train: 0.138 AUC Validation: 0.766, Explained Variance Score Validation: 0.289 AUC Test: 0.774, Explained Variance Score Test: 0.280 Bootstrap CV 35, alpha = 0.001, R^2 train: 0.261, R^2 test: 0.201 Bootstrap CV 35, alpha = 0.005, R^2 train: 0.261, R^2 test: 0.201 Bootstrap CV 35, alpha = 0.01, R^2 train: 0.261, R^2 test: 0.202 Bootstrap CV 35, alpha = 0.1, R^2 train: 0.249, R^2 test: 0.203 best alpha via bootstrap CV: 0.01 AUC Train: 0.768, Explained Variance Score Train: 0.261 AUC Validation: 0.745, Explained Variance Score Validation: 0.202 AUC Test: 0.774, Explained Variance Score Test: 0.292 Bootstrap CV 34, alpha = 0.001, R^2 train: 0.220, R^2 test: 0.215 Bootstrap CV 34, alpha = 0.005, R^2 train: 0.219, R^2 test: 0.215 Bootstrap CV 34, alpha = 0.01, R^2 train: 0.219, R^2 test: 0.215 Bootstrap CV 34, alpha = 0.1, R^2 train: 0.206, R^2 test: 0.207 best alpha via bootstrap CV: 0.001 AUC Train: 0.740, Explained Variance Score Train: 0.220 AUC Validation: 0.678, Explained Variance Score Validation: 0.215 AUC Test: 0.774, Explained Variance Score Test: 0.289 Bootstrap CV 36, alpha = 0.001, R^2 train: 0.243, R^2 test: 0.443 Bootstrap CV 36, alpha = 0.005, R^2 train: 0.243, R^2 test: 0.441 Bootstrap CV 36, alpha = 0.01, R^2 train: 0.243, R^2 test: 0.439 Bootstrap CV 36, alpha = 0.1, R^2 train: 0.231, R^2 test: 0.390 best alpha via bootstrap CV: 0.01 AUC Train: 0.761, Explained Variance Score Train: 0.243 AUC Validation: 0.811, Explained Variance Score Validation: 0.446 AUC Test: 0.774, Explained Variance Score Test: 0.291 Bootstrap CV 37, alpha = 0.001, R^2 train: 0.295, R^2 test: 0.216 Bootstrap CV 37, alpha = 0.005, R^2 train: 0.295, R^2 test: 0.216 Bootstrap CV 37, alpha = 0.01, R^2 train: 0.295, R^2 test: 0.216 Bootstrap CV 37, alpha = 0.1, R^2 train: 0.282, R^2 test: 0.207 best alpha via bootstrap CV: 0.01 AUC Train: 0.779, Explained Variance Score Train: 0.295 AUC Validation: 0.793, Explained Variance Score Validation: 0.218 AUC Test: 0.774, Explained Variance Score Test: 0.292 Bootstrap CV 39, alpha = 0.001, R^2 train: 0.161, R^2 test: 0.188 Bootstrap CV 39, alpha = 0.005, R^2 train: 0.161, R^2 test: 0.188 Bootstrap CV 39, alpha = 0.01, R^2 train: 0.161, R^2 test: 0.188 Bootstrap CV 39, alpha = 0.1, R^2 train: 0.142, R^2 test: 0.168 best alpha via bootstrap CV: 0.001 AUC Train: 0.707, Explained Variance Score Train: 0.161 AUC Validation: 0.748, Explained Variance Score Validation: 0.191 AUC Test: 0.774, Explained Variance Score Test: 0.292 Bootstrap CV 38, alpha = 0.001, R^2 train: 0.235, R^2 test: 0.119 Bootstrap CV 38, alpha = 0.005, R^2 train: 0.235, R^2 test: 0.118 Bootstrap CV 38, alpha = 0.01, R^2 train: 0.235, R^2 test: 0.117 Bootstrap CV 38, alpha = 0.1, R^2 train: 0.220, R^2 test: 0.088 best alpha via bootstrap CV: 0.001 AUC Train: 0.630, Explained Variance Score Train: 0.235 AUC Validation: 0.720, Explained Variance Score Validation: 0.178 AUC Test: 0.774, Explained Variance Score Test: 0.278 Bootstrap CV 33, alpha = 0.001, R^2 train: 0.145, R^2 test: 0.311 Bootstrap CV 33, alpha = 0.005, R^2 train: 0.145, R^2 test: 0.309 Bootstrap CV 33, alpha = 0.01, R^2 train: 0.145, R^2 test: 0.306 Bootstrap CV 33, alpha = 0.1, R^2 train: 0.130, R^2 test: 0.243 best alpha via bootstrap CV: 0.001 AUC Train: 0.724, Explained Variance Score Train: 0.145 AUC Validation: 0.762, Explained Variance Score Validation: 0.319 AUC Test: 0.774, Explained Variance Score Test: 0.278 Bootstrap CV 32, alpha = 0.001, R^2 train: 0.322, R^2 test: 0.126 Bootstrap CV 32, alpha = 0.005, R^2 train: 0.322, R^2 test: 0.127 Bootstrap CV 32, alpha = 0.01, R^2 train: 0.322, R^2 test: 0.128 Bootstrap CV 32, alpha = 0.1, R^2 train: 0.311, R^2 test: 0.146 best alpha via bootstrap CV: 0.1 AUC Train: 0.781, Explained Variance Score Train: 0.311 AUC Validation: 0.699, Explained Variance Score Validation: 0.168 AUC Test: 0.774, Explained Variance Score Test: 0.291 Bootstrap CV 43, alpha = 0.001, R^2 train: 0.161, R^2 test: 0.248 Bootstrap CV 43, alpha = 0.005, R^2 train: 0.161, R^2 test: 0.248 Bootstrap CV 43, alpha = 0.01, R^2 train: 0.161, R^2 test: 0.247 Bootstrap CV 43, alpha = 0.1, R^2 train: 0.149, R^2 test: 0.226 best alpha via bootstrap CV: 0.001 AUC Train: 0.706, Explained Variance Score Train: 0.161 AUC Validation: 0.709, Explained Variance Score Validation: 0.250 AUC Test: 0.774, Explained Variance Score Test: 0.278 Bootstrap CV 45, alpha = 0.001, R^2 train: 0.180, R^2 test: 0.258 Bootstrap CV 45, alpha = 0.005, R^2 train: 0.180, R^2 test: 0.257 Bootstrap CV 45, alpha = 0.01, R^2 train: 0.180, R^2 test: 0.255 Bootstrap CV 45, alpha = 0.1, R^2 train: 0.163, R^2 test: 0.213 best alpha via bootstrap CV: 0.001 AUC Train: 0.652, Explained Variance Score Train: 0.180 AUC Validation: 0.708, Explained Variance Score Validation: 0.259 AUC Test: 0.774, Explained Variance Score Test: 0.285 Bootstrap CV 44, alpha = 0.001, R^2 train: 0.349, R^2 test: 0.350 Bootstrap CV 44, alpha = 0.005, R^2 train: 0.349, R^2 test: 0.350 Bootstrap CV 44, alpha = 0.01, R^2 train: 0.349, R^2 test: 0.350 Bootstrap CV 44, alpha = 0.1, R^2 train: 0.336, R^2 test: 0.338 best alpha via bootstrap CV: 0.1 AUC Train: 0.783, Explained Variance Score Train: 0.336 AUC Validation: 0.838, Explained Variance Score Validation: 0.341 AUC Test: 0.774, Explained Variance Score Test: 0.292 Bootstrap CV 46, alpha = 0.001, R^2 train: 0.115, R^2 test: 0.279 Bootstrap CV 46, alpha = 0.005, R^2 train: 0.115, R^2 test: 0.277 Bootstrap CV 46, alpha = 0.01, R^2 train: 0.115, R^2 test: 0.275 Bootstrap CV 46, alpha = 0.1, R^2 train: 0.106, R^2 test: 0.226 best alpha via bootstrap CV: 0.001 AUC Train: 0.699, Explained Variance Score Train: 0.115 AUC Validation: 0.757, Explained Variance Score Validation: 0.285 AUC Test: 0.774, Explained Variance Score Test: 0.279 Bootstrap CV 47, alpha = 0.001, R^2 train: 0.190, R^2 test: 0.301 Bootstrap CV 47, alpha = 0.005, R^2 train: 0.189, R^2 test: 0.299 Bootstrap CV 47, alpha = 0.01, R^2 train: 0.189, R^2 test: 0.296 Bootstrap CV 47, alpha = 0.1, R^2 train: 0.171, R^2 test: 0.239 best alpha via bootstrap CV: 0.001 AUC Train: 0.707, Explained Variance Score Train: 0.190 AUC Validation: 0.781, Explained Variance Score Validation: 0.309 AUC Test: 0.774, Explained Variance Score Test: 0.284 Running batch 4 of 7 with 16 nodes Bootstrap CV 53, alpha = 0.001, R^2 train: 0.245, R^2 test: 0.203 Bootstrap CV 53, alpha = 0.005, R^2 train: 0.245, R^2 test: 0.203 Bootstrap CV 53, alpha = 0.01, R^2 train: 0.245, R^2 test: 0.204 Bootstrap CV 53, alpha = 0.1, R^2 train: 0.234, R^2 test: 0.201 best alpha via bootstrap CV: 0.005 AUC Train: 0.720, Explained Variance Score Train: 0.245 AUC Validation: 0.800, Explained Variance Score Validation: 0.213 AUC Test: 0.774, Explained Variance Score Test: 0.293 Bootstrap CV 57, alpha = 0.001, R^2 train: 0.264, R^2 test: 0.158 Bootstrap CV 57, alpha = 0.005, R^2 train: 0.264, R^2 test: 0.159 Bootstrap CV 57, alpha = 0.01, R^2 train: 0.264, R^2 test: 0.160 Bootstrap CV 57, alpha = 0.1, R^2 train: 0.256, R^2 test: 0.169 best alpha via bootstrap CV: 0.1 AUC Train: 0.778, Explained Variance Score Train: 0.256 AUC Validation: 0.829, Explained Variance Score Validation: 0.209 AUC Test: 0.774, Explained Variance Score Test: 0.292 Bootstrap CV 58, alpha = 0.001, R^2 train: 0.242, R^2 test: 0.209 Bootstrap CV 58, alpha = 0.005, R^2 train: 0.242, R^2 test: 0.209 Bootstrap CV 58, alpha = 0.01, R^2 train: 0.242, R^2 test: 0.209 Bootstrap CV 58, alpha = 0.1, R^2 train: 0.231, R^2 test: 0.199 best alpha via bootstrap CV: 0.01 AUC Train: 0.736, Explained Variance Score Train: 0.242 AUC Validation: 0.755, Explained Variance Score Validation: 0.212 AUC Test: 0.774, Explained Variance Score Test: 0.292 Bootstrap CV 49, alpha = 0.001, R^2 train: 0.241, R^2 test: 0.195 Bootstrap CV 49, alpha = 0.005, R^2 train: 0.241, R^2 test: 0.195 Bootstrap CV 49, alpha = 0.01, R^2 train: 0.241, R^2 test: 0.194 Bootstrap CV 49, alpha = 0.1, R^2 train: 0.229, R^2 test: 0.180 best alpha via bootstrap CV: 0.001 AUC Train: 0.709, Explained Variance Score Train: 0.241 AUC Validation: 0.777, Explained Variance Score Validation: 0.198 AUC Test: 0.774, Explained Variance Score Test: 0.287 Bootstrap CV 48, alpha = 0.001, R^2 train: 0.263, R^2 test: 0.326 Bootstrap CV 48, alpha = 0.005, R^2 train: 0.263, R^2 test: 0.325 Bootstrap CV 48, alpha = 0.01, R^2 train: 0.263, R^2 test: 0.323 Bootstrap CV 48, alpha = 0.1, R^2 train: 0.248, R^2 test: 0.281 best alpha via bootstrap CV: 0.001 AUC Train: 0.781, Explained Variance Score Train: 0.263 AUC Validation: 0.715, Explained Variance Score Validation: 0.327 AUC Test: 0.774, Explained Variance Score Test: 0.292 Bootstrap CV 54, alpha = 0.001, R^2 train: 0.203, R^2 test: 0.334 Bootstrap CV 54, alpha = 0.005, R^2 train: 0.203, R^2 test: 0.333 Bootstrap CV 54, alpha = 0.01, R^2 train: 0.202, R^2 test: 0.333 Bootstrap CV 54, alpha = 0.1, R^2 train: 0.188, R^2 test: 0.303 best alpha via bootstrap CV: 0.001 AUC Train: 0.753, Explained Variance Score Train: 0.203 AUC Validation: 0.744, Explained Variance Score Validation: 0.335 AUC Test: 0.774, Explained Variance Score Test: 0.288 Bootstrap CV 55, alpha = 0.001, R^2 train: 0.192, R^2 test: 0.260 Bootstrap CV 55, alpha = 0.005, R^2 train: 0.192, R^2 test: 0.259 Bootstrap CV 55, alpha = 0.01, R^2 train: 0.192, R^2 test: 0.258 Bootstrap CV 55, alpha = 0.1, R^2 train: 0.178, R^2 test: 0.220 best alpha via bootstrap CV: 0.001 AUC Train: 0.743, Explained Variance Score Train: 0.192 AUC Validation: 0.743, Explained Variance Score Validation: 0.262 AUC Test: 0.774, Explained Variance Score Test: 0.284 Bootstrap CV 56, alpha = 0.001, R^2 train: 0.211, R^2 test: 0.164 Bootstrap CV 56, alpha = 0.005, R^2 train: 0.211, R^2 test: 0.165 Bootstrap CV 56, alpha = 0.01, R^2 train: 0.211, R^2 test: 0.166 Bootstrap CV 56, alpha = 0.1, R^2 train: 0.196, R^2 test: 0.171 best alpha via bootstrap CV: 0.01 AUC Train: 0.702, Explained Variance Score Train: 0.211 AUC Validation: 0.741, Explained Variance Score Validation: 0.168 AUC Test: 0.774, Explained Variance Score Test: 0.292 Bootstrap CV 52, alpha = 0.001, R^2 train: 0.271, R^2 test: 0.203 Bootstrap CV 52, alpha = 0.005, R^2 train: 0.271, R^2 test: 0.204 Bootstrap CV 52, alpha = 0.01, R^2 train: 0.271, R^2 test: 0.204 Bootstrap CV 52, alpha = 0.1, R^2 train: 0.259, R^2 test: 0.198 best alpha via bootstrap CV: 0.01 AUC Train: 0.758, Explained Variance Score Train: 0.271 AUC Validation: 0.702, Explained Variance Score Validation: 0.207 AUC Test: 0.774, Explained Variance Score Test: 0.291 Bootstrap CV 63, alpha = 0.001, R^2 train: 0.172, R^2 test: 0.070 Bootstrap CV 63, alpha = 0.005, R^2 train: 0.171, R^2 test: 0.071 Bootstrap CV 63, alpha = 0.01, R^2 train: 0.171, R^2 test: 0.073 Bootstrap CV 63, alpha = 0.1, R^2 train: 0.156, R^2 test: 0.086 best alpha via bootstrap CV: 0.001 AUC Train: 0.686, Explained Variance Score Train: 0.172 AUC Validation: 0.639, Explained Variance Score Validation: 0.070 AUC Test: 0.774, Explained Variance Score Test: 0.285 Bootstrap CV 51, alpha = 0.001, R^2 train: 0.250, R^2 test: 0.215 Bootstrap CV 51, alpha = 0.005, R^2 train: 0.250, R^2 test: 0.215 Bootstrap CV 51, alpha = 0.01, R^2 train: 0.250, R^2 test: 0.216 Bootstrap CV 51, alpha = 0.1, R^2 train: 0.236, R^2 test: 0.212 best alpha via bootstrap CV: 0.01 AUC Train: 0.757, Explained Variance Score Train: 0.250 AUC Validation: 0.815, Explained Variance Score Validation: 0.229 AUC Test: 0.774, Explained Variance Score Test: 0.293 Bootstrap CV 60, alpha = 0.001, R^2 train: 0.296, R^2 test: 0.244 Bootstrap CV 60, alpha = 0.005, R^2 train: 0.296, R^2 test: 0.244 Bootstrap CV 60, alpha = 0.01, R^2 train: 0.296, R^2 test: 0.244 Bootstrap CV 60, alpha = 0.1, R^2 train: 0.281, R^2 test: 0.235 best alpha via bootstrap CV: 0.1 AUC Train: 0.714, Explained Variance Score Train: 0.281 AUC Validation: 0.726, Explained Variance Score Validation: 0.237 AUC Test: 0.774, Explained Variance Score Test: 0.290 Bootstrap CV 59, alpha = 0.001, R^2 train: 0.254, R^2 test: 0.193 Bootstrap CV 59, alpha = 0.005, R^2 train: 0.254, R^2 test: 0.193 Bootstrap CV 59, alpha = 0.01, R^2 train: 0.254, R^2 test: 0.194 Bootstrap CV 59, alpha = 0.1, R^2 train: 0.239, R^2 test: 0.186 best alpha via bootstrap CV: 0.001 AUC Train: 0.730, Explained Variance Score Train: 0.254 AUC Validation: 0.654, Explained Variance Score Validation: 0.202 AUC Test: 0.774, Explained Variance Score Test: 0.292 Bootstrap CV 62, alpha = 0.001, R^2 train: 0.269, R^2 test: 0.260 Bootstrap CV 62, alpha = 0.005, R^2 train: 0.269, R^2 test: 0.259 Bootstrap CV 62, alpha = 0.01, R^2 train: 0.269, R^2 test: 0.259 Bootstrap CV 62, alpha = 0.1, R^2 train: 0.258, R^2 test: 0.245 best alpha via bootstrap CV: 0.001 AUC Train: 0.761, Explained Variance Score Train: 0.269 AUC Validation: 0.775, Explained Variance Score Validation: 0.269 AUC Test: 0.774, Explained Variance Score Test: 0.293 Bootstrap CV 61, alpha = 0.001, R^2 train: 0.241, R^2 test: 0.374 Bootstrap CV 61, alpha = 0.005, R^2 train: 0.241, R^2 test: 0.372 Bootstrap CV 61, alpha = 0.01, R^2 train: 0.241, R^2 test: 0.370 Bootstrap CV 61, alpha = 0.1, R^2 train: 0.219, R^2 test: 0.312 best alpha via bootstrap CV: 0.001 AUC Train: 0.777, Explained Variance Score Train: 0.241 AUC Validation: 0.778, Explained Variance Score Validation: 0.374 AUC Test: 0.774, Explained Variance Score Test: 0.292 Bootstrap CV 50, alpha = 0.001, R^2 train: 0.271, R^2 test: 0.189 Bootstrap CV 50, alpha = 0.005, R^2 train: 0.271, R^2 test: 0.190 Bootstrap CV 50, alpha = 0.01, R^2 train: 0.271, R^2 test: 0.191 Bootstrap CV 50, alpha = 0.1, R^2 train: 0.257, R^2 test: 0.199 best alpha via bootstrap CV: 0.01 AUC Train: 0.746, Explained Variance Score Train: 0.271 AUC Validation: 0.790, Explained Variance Score Validation: 0.192 AUC Test: 0.774, Explained Variance Score Test: 0.293 Running batch 5 of 7 with 16 nodes Bootstrap CV 72, alpha = 0.001, R^2 train: 0.234, R^2 test: 0.202 Bootstrap CV 72, alpha = 0.005, R^2 train: 0.234, R^2 test: 0.202 Bootstrap CV 72, alpha = 0.01, R^2 train: 0.234, R^2 test: 0.202 Bootstrap CV 72, alpha = 0.1, R^2 train: 0.224, R^2 test: 0.197 best alpha via bootstrap CV: 0.01 AUC Train: 0.777, Explained Variance Score Train: 0.234 AUC Validation: 0.701, Explained Variance Score Validation: 0.215 AUC Test: 0.774, Explained Variance Score Test: 0.293 Bootstrap CV 65, alpha = 0.001, R^2 train: 0.294, R^2 test: 0.277 Bootstrap CV 65, alpha = 0.005, R^2 train: 0.294, R^2 test: 0.276 Bootstrap CV 65, alpha = 0.01, R^2 train: 0.294, R^2 test: 0.276 Bootstrap CV 65, alpha = 0.1, R^2 train: 0.279, R^2 test: 0.256 best alpha via bootstrap CV: 0.001 AUC Train: 0.758, Explained Variance Score Train: 0.294 AUC Validation: 0.735, Explained Variance Score Validation: 0.281 AUC Test: 0.774, Explained Variance Score Test: 0.292 Bootstrap CV 66, alpha = 0.001, R^2 train: 0.208, R^2 test: 0.147 Bootstrap CV 66, alpha = 0.005, R^2 train: 0.208, R^2 test: 0.146 Bootstrap CV 66, alpha = 0.01, R^2 train: 0.208, R^2 test: 0.146 Bootstrap CV 66, alpha = 0.1, R^2 train: 0.197, R^2 test: 0.131 best alpha via bootstrap CV: 0.001 AUC Train: 0.727, Explained Variance Score Train: 0.208 AUC Validation: 0.689, Explained Variance Score Validation: 0.157 AUC Test: 0.774, Explained Variance Score Test: 0.293 Bootstrap CV 67, alpha = 0.001, R^2 train: 0.255, R^2 test: 0.187 Bootstrap CV 67, alpha = 0.005, R^2 train: 0.255, R^2 test: 0.188 Bootstrap CV 67, alpha = 0.01, R^2 train: 0.255, R^2 test: 0.189 Bootstrap CV 67, alpha = 0.1, R^2 train: 0.240, R^2 test: 0.195 best alpha via bootstrap CV: 0.001 AUC Train: 0.807, Explained Variance Score Train: 0.255 AUC Validation: 0.765, Explained Variance Score Validation: 0.190 AUC Test: 0.774, Explained Variance Score Test: 0.293 Bootstrap CV 68, alpha = 0.001, R^2 train: 0.288, R^2 test: -0.013 Bootstrap CV 68, alpha = 0.005, R^2 train: 0.288, R^2 test: -0.010 Bootstrap CV 68, alpha = 0.01, R^2 train: 0.288, R^2 test: -0.007 Bootstrap CV 68, alpha = 0.1, R^2 train: 0.277, R^2 test: 0.034 best alpha via bootstrap CV: 0.005 AUC Train: 0.772, Explained Variance Score Train: 0.288 AUC Validation: 0.647, Explained Variance Score Validation: 0.107 AUC Test: 0.774, Explained Variance Score Test: 0.293 Bootstrap CV 69, alpha = 0.001, R^2 train: 0.279, R^2 test: 0.217 Bootstrap CV 69, alpha = 0.005, R^2 train: 0.279, R^2 test: 0.217 Bootstrap CV 69, alpha = 0.01, R^2 train: 0.279, R^2 test: 0.217 Bootstrap CV 69, alpha = 0.1, R^2 train: 0.266, R^2 test: 0.210 best alpha via bootstrap CV: 0.001 AUC Train: 0.749, Explained Variance Score Train: 0.279 AUC Validation: 0.733, Explained Variance Score Validation: 0.217 AUC Test: 0.774, Explained Variance Score Test: 0.292 Bootstrap CV 70, alpha = 0.001, R^2 train: 0.189, R^2 test: 0.195 Bootstrap CV 70, alpha = 0.005, R^2 train: 0.189, R^2 test: 0.195 Bootstrap CV 70, alpha = 0.01, R^2 train: 0.189, R^2 test: 0.194 Bootstrap CV 70, alpha = 0.1, R^2 train: 0.177, R^2 test: 0.173 best alpha via bootstrap CV: 0.001 AUC Train: 0.736, Explained Variance Score Train: 0.189 AUC Validation: 0.800, Explained Variance Score Validation: 0.196 AUC Test: 0.774, Explained Variance Score Test: 0.293 Bootstrap CV 71, alpha = 0.001, R^2 train: 0.250, R^2 test: 0.261 Bootstrap CV 71, alpha = 0.005, R^2 train: 0.250, R^2 test: 0.261 Bootstrap CV 71, alpha = 0.01, R^2 train: 0.250, R^2 test: 0.260 Bootstrap CV 71, alpha = 0.1, R^2 train: 0.243, R^2 test: 0.242 best alpha via bootstrap CV: 0.01 AUC Train: 0.794, Explained Variance Score Train: 0.250 AUC Validation: 0.759, Explained Variance Score Validation: 0.262 AUC Test: 0.774, Explained Variance Score Test: 0.291 Bootstrap CV 73, alpha = 0.001, R^2 train: 0.163, R^2 test: 0.372 Bootstrap CV 73, alpha = 0.005, R^2 train: 0.163, R^2 test: 0.370 Bootstrap CV 73, alpha = 0.01, R^2 train: 0.163, R^2 test: 0.368 Bootstrap CV 73, alpha = 0.1, R^2 train: 0.152, R^2 test: 0.322 best alpha via bootstrap CV: 0.001 AUC Train: 0.735, Explained Variance Score Train: 0.163 AUC Validation: 0.839, Explained Variance Score Validation: 0.398 AUC Test: 0.774, Explained Variance Score Test: 0.290 Bootstrap CV 74, alpha = 0.001, R^2 train: 0.214, R^2 test: 0.250 Bootstrap CV 74, alpha = 0.005, R^2 train: 0.214, R^2 test: 0.251 Bootstrap CV 74, alpha = 0.01, R^2 train: 0.214, R^2 test: 0.252 Bootstrap CV 74, alpha = 0.1, R^2 train: 0.199, R^2 test: 0.251 best alpha via bootstrap CV: 0.01 AUC Train: 0.799, Explained Variance Score Train: 0.214 AUC Validation: 0.816, Explained Variance Score Validation: 0.260 AUC Test: 0.774, Explained Variance Score Test: 0.293 Bootstrap CV 77, alpha = 0.001, R^2 train: 0.316, R^2 test: 0.252 Bootstrap CV 77, alpha = 0.005, R^2 train: 0.316, R^2 test: 0.251 Bootstrap CV 77, alpha = 0.01, R^2 train: 0.316, R^2 test: 0.251 Bootstrap CV 77, alpha = 0.1, R^2 train: 0.303, R^2 test: 0.237 best alpha via bootstrap CV: 0.001 AUC Train: 0.768, Explained Variance Score Train: 0.316 AUC Validation: 0.751, Explained Variance Score Validation: 0.252 AUC Test: 0.774, Explained Variance Score Test: 0.292 Bootstrap CV 64, alpha = 0.001, R^2 train: 0.292, R^2 test: 0.218 Bootstrap CV 64, alpha = 0.005, R^2 train: 0.292, R^2 test: 0.219 Bootstrap CV 64, alpha = 0.01, R^2 train: 0.292, R^2 test: 0.220 Bootstrap CV 64, alpha = 0.1, R^2 train: 0.270, R^2 test: 0.218 best alpha via bootstrap CV: 0.001 AUC Train: 0.778, Explained Variance Score Train: 0.292 AUC Validation: 0.725, Explained Variance Score Validation: 0.219 AUC Test: 0.774, Explained Variance Score Test: 0.292 Bootstrap CV 76, alpha = 0.001, R^2 train: 0.176, R^2 test: 0.194 Bootstrap CV 76, alpha = 0.005, R^2 train: 0.176, R^2 test: 0.194 Bootstrap CV 76, alpha = 0.01, R^2 train: 0.176, R^2 test: 0.194 Bootstrap CV 76, alpha = 0.1, R^2 train: 0.161, R^2 test: 0.179 best alpha via bootstrap CV: 0.001 AUC Train: 0.661, Explained Variance Score Train: 0.176 AUC Validation: 0.762, Explained Variance Score Validation: 0.194 AUC Test: 0.774, Explained Variance Score Test: 0.291 Bootstrap CV 75, alpha = 0.001, R^2 train: 0.261, R^2 test: 0.223 Bootstrap CV 75, alpha = 0.005, R^2 train: 0.261, R^2 test: 0.224 Bootstrap CV 75, alpha = 0.01, R^2 train: 0.261, R^2 test: 0.224 Bootstrap CV 75, alpha = 0.1, R^2 train: 0.247, R^2 test: 0.220 best alpha via bootstrap CV: 0.01 AUC Train: 0.793, Explained Variance Score Train: 0.261 AUC Validation: 0.805, Explained Variance Score Validation: 0.242 AUC Test: 0.774, Explained Variance Score Test: 0.290 Bootstrap CV 79, alpha = 0.001, R^2 train: 0.157, R^2 test: 0.248 Bootstrap CV 79, alpha = 0.005, R^2 train: 0.157, R^2 test: 0.246 Bootstrap CV 79, alpha = 0.01, R^2 train: 0.157, R^2 test: 0.243 Bootstrap CV 79, alpha = 0.1, R^2 train: 0.139, R^2 test: 0.185 best alpha via bootstrap CV: 0.001 AUC Train: 0.681, Explained Variance Score Train: 0.157 AUC Validation: 0.741, Explained Variance Score Validation: 0.262 AUC Test: 0.774, Explained Variance Score Test: 0.270 Bootstrap CV 78, alpha = 0.001, R^2 train: 0.372, R^2 test: 0.239 Bootstrap CV 78, alpha = 0.005, R^2 train: 0.372, R^2 test: 0.239 Bootstrap CV 78, alpha = 0.01, R^2 train: 0.372, R^2 test: 0.238 Bootstrap CV 78, alpha = 0.1, R^2 train: 0.357, R^2 test: 0.226 best alpha via bootstrap CV: 0.01 AUC Train: 0.795, Explained Variance Score Train: 0.372 AUC Validation: 0.779, Explained Variance Score Validation: 0.244 AUC Test: 0.774, Explained Variance Score Test: 0.292 Running batch 6 of 7 with 16 nodes Bootstrap CV 82, alpha = 0.001, R^2 train: 0.225, R^2 test: 0.254 Bootstrap CV 82, alpha = 0.005, R^2 train: 0.225, R^2 test: 0.254 Bootstrap CV 82, alpha = 0.01, R^2 train: 0.225, R^2 test: 0.253 Bootstrap CV 82, alpha = 0.1, R^2 train: 0.212, R^2 test: 0.233 best alpha via bootstrap CV: 0.001 AUC Train: 0.757, Explained Variance Score Train: 0.225 AUC Validation: 0.832, Explained Variance Score Validation: 0.254 AUC Test: 0.774, Explained Variance Score Test: 0.292 Bootstrap CV 89, alpha = 0.001, R^2 train: 0.213, R^2 test: 0.201 Bootstrap CV 89, alpha = 0.005, R^2 train: 0.213, R^2 test: 0.202 Bootstrap CV 89, alpha = 0.01, R^2 train: 0.213, R^2 test: 0.203 Bootstrap CV 89, alpha = 0.1, R^2 train: 0.196, R^2 test: 0.197 best alpha via bootstrap CV: 0.01 AUC Train: 0.773, Explained Variance Score Train: 0.213 AUC Validation: 0.809, Explained Variance Score Validation: 0.203 AUC Test: 0.774, Explained Variance Score Test: 0.290 Bootstrap CV 86, alpha = 0.001, R^2 train: 0.348, R^2 test: 0.212 Bootstrap CV 86, alpha = 0.005, R^2 train: 0.348, R^2 test: 0.212 Bootstrap CV 86, alpha = 0.01, R^2 train: 0.348, R^2 test: 0.212 Bootstrap CV 86, alpha = 0.1, R^2 train: 0.331, R^2 test: 0.202 best alpha via bootstrap CV: 0.1 AUC Train: 0.756, Explained Variance Score Train: 0.331 AUC Validation: 0.724, Explained Variance Score Validation: 0.218 AUC Test: 0.774, Explained Variance Score Test: 0.292 Bootstrap CV 84, alpha = 0.001, R^2 train: 0.333, R^2 test: 0.390 Bootstrap CV 84, alpha = 0.005, R^2 train: 0.333, R^2 test: 0.389 Bootstrap CV 84, alpha = 0.01, R^2 train: 0.333, R^2 test: 0.388 Bootstrap CV 84, alpha = 0.1, R^2 train: 0.324, R^2 test: 0.357 best alpha via bootstrap CV: 0.1 AUC Train: 0.767, Explained Variance Score Train: 0.324 AUC Validation: 0.821, Explained Variance Score Validation: 0.365 AUC Test: 0.774, Explained Variance Score Test: 0.293 Bootstrap CV 83, alpha = 0.001, R^2 train: 0.197, R^2 test: 0.201 Bootstrap CV 83, alpha = 0.005, R^2 train: 0.197, R^2 test: 0.201 Bootstrap CV 83, alpha = 0.01, R^2 train: 0.196, R^2 test: 0.200 Bootstrap CV 83, alpha = 0.1, R^2 train: 0.185, R^2 test: 0.181 best alpha via bootstrap CV: 0.01 AUC Train: 0.722, Explained Variance Score Train: 0.196 AUC Validation: 0.714, Explained Variance Score Validation: 0.237 AUC Test: 0.774, Explained Variance Score Test: 0.293 Bootstrap CV 87, alpha = 0.001, R^2 train: 0.273, R^2 test: 0.121 Bootstrap CV 87, alpha = 0.005, R^2 train: 0.273, R^2 test: 0.122 Bootstrap CV 87, alpha = 0.01, R^2 train: 0.273, R^2 test: 0.123 Bootstrap CV 87, alpha = 0.1, R^2 train: 0.262, R^2 test: 0.131 best alpha via bootstrap CV: 0.01 AUC Train: 0.766, Explained Variance Score Train: 0.273 AUC Validation: 0.784, Explained Variance Score Validation: 0.123 AUC Test: 0.774, Explained Variance Score Test: 0.290 Bootstrap CV 93, alpha = 0.001, R^2 train: 0.249, R^2 test: 0.255 Bootstrap CV 93, alpha = 0.005, R^2 train: 0.249, R^2 test: 0.255 Bootstrap CV 93, alpha = 0.01, R^2 train: 0.249, R^2 test: 0.255 Bootstrap CV 93, alpha = 0.1, R^2 train: 0.239, R^2 test: 0.248 best alpha via bootstrap CV: 0.01 AUC Train: 0.681, Explained Variance Score Train: 0.249 AUC Validation: 0.757, Explained Variance Score Validation: 0.281 AUC Test: 0.774, Explained Variance Score Test: 0.291 Bootstrap CV 88, alpha = 0.001, R^2 train: 0.283, R^2 test: 0.294 Bootstrap CV 88, alpha = 0.005, R^2 train: 0.283, R^2 test: 0.293 Bootstrap CV 88, alpha = 0.01, R^2 train: 0.283, R^2 test: 0.291 Bootstrap CV 88, alpha = 0.1, R^2 train: 0.273, R^2 test: 0.262 best alpha via bootstrap CV: 0.01 AUC Train: 0.778, Explained Variance Score Train: 0.283 AUC Validation: 0.753, Explained Variance Score Validation: 0.299 AUC Test: 0.774, Explained Variance Score Test: 0.292 Bootstrap CV 85, alpha = 0.001, R^2 train: 0.252, R^2 test: 0.272 Bootstrap CV 85, alpha = 0.005, R^2 train: 0.252, R^2 test: 0.271 Bootstrap CV 85, alpha = 0.01, R^2 train: 0.252, R^2 test: 0.269 Bootstrap CV 85, alpha = 0.1, R^2 train: 0.235, R^2 test: 0.228 best alpha via bootstrap CV: 0.001 AUC Train: 0.703, Explained Variance Score Train: 0.252 AUC Validation: 0.801, Explained Variance Score Validation: 0.276 AUC Test: 0.774, Explained Variance Score Test: 0.291 Bootstrap CV 91, alpha = 0.001, R^2 train: 0.197, R^2 test: 0.230 Bootstrap CV 91, alpha = 0.005, R^2 train: 0.197, R^2 test: 0.229 Bootstrap CV 91, alpha = 0.01, R^2 train: 0.197, R^2 test: 0.228 Bootstrap CV 91, alpha = 0.1, R^2 train: 0.183, R^2 test: 0.195 best alpha via bootstrap CV: 0.001 AUC Train: 0.750, Explained Variance Score Train: 0.197 AUC Validation: 0.745, Explained Variance Score Validation: 0.238 AUC Test: 0.774, Explained Variance Score Test: 0.292 Bootstrap CV 81, alpha = 0.001, R^2 train: 0.261, R^2 test: 0.271 Bootstrap CV 81, alpha = 0.005, R^2 train: 0.261, R^2 test: 0.272 Bootstrap CV 81, alpha = 0.01, R^2 train: 0.261, R^2 test: 0.272 Bootstrap CV 81, alpha = 0.1, R^2 train: 0.244, R^2 test: 0.260 best alpha via bootstrap CV: 0.01 AUC Train: 0.781, Explained Variance Score Train: 0.261 AUC Validation: 0.721, Explained Variance Score Validation: 0.277 AUC Test: 0.774, Explained Variance Score Test: 0.292 Bootstrap CV 90, alpha = 0.001, R^2 train: 0.173, R^2 test: 0.179 Bootstrap CV 90, alpha = 0.005, R^2 train: 0.173, R^2 test: 0.178 Bootstrap CV 90, alpha = 0.01, R^2 train: 0.173, R^2 test: 0.177 Bootstrap CV 90, alpha = 0.1, R^2 train: 0.158, R^2 test: 0.151 best alpha via bootstrap CV: 0.001 AUC Train: 0.675, Explained Variance Score Train: 0.173 AUC Validation: 0.732, Explained Variance Score Validation: 0.184 AUC Test: 0.774, Explained Variance Score Test: 0.281 Bootstrap CV 80, alpha = 0.001, R^2 train: 0.286, R^2 test: 0.024 Bootstrap CV 80, alpha = 0.005, R^2 train: 0.286, R^2 test: 0.027 Bootstrap CV 80, alpha = 0.01, R^2 train: 0.285, R^2 test: 0.030 Bootstrap CV 80, alpha = 0.1, R^2 train: 0.274, R^2 test: 0.078 best alpha via bootstrap CV: 0.1 AUC Train: 0.792, Explained Variance Score Train: 0.274 AUC Validation: 0.785, Explained Variance Score Validation: 0.123 AUC Test: 0.774, Explained Variance Score Test: 0.292 Bootstrap CV 94, alpha = 0.001, R^2 train: 0.371, R^2 test: 0.102 Bootstrap CV 94, alpha = 0.005, R^2 train: 0.371, R^2 test: 0.104 Bootstrap CV 94, alpha = 0.01, R^2 train: 0.371, R^2 test: 0.106 Bootstrap CV 94, alpha = 0.1, R^2 train: 0.358, R^2 test: 0.132 best alpha via bootstrap CV: 0.1 AUC Train: 0.798, Explained Variance Score Train: 0.358 AUC Validation: 0.737, Explained Variance Score Validation: 0.138 AUC Test: 0.774, Explained Variance Score Test: 0.291 Bootstrap CV 92, alpha = 0.001, R^2 train: 0.134, R^2 test: 0.197 Bootstrap CV 92, alpha = 0.005, R^2 train: 0.134, R^2 test: 0.196 Bootstrap CV 92, alpha = 0.01, R^2 train: 0.133, R^2 test: 0.195 Bootstrap CV 92, alpha = 0.1, R^2 train: 0.122, R^2 test: 0.163 best alpha via bootstrap CV: 0.001 AUC Train: 0.703, Explained Variance Score Train: 0.134 AUC Validation: 0.724, Explained Variance Score Validation: 0.198 AUC Test: 0.774, Explained Variance Score Test: 0.258 Bootstrap CV 95, alpha = 0.001, R^2 train: 0.238, R^2 test: 0.141 Bootstrap CV 95, alpha = 0.005, R^2 train: 0.238, R^2 test: 0.141 Bootstrap CV 95, alpha = 0.01, R^2 train: 0.238, R^2 test: 0.141 Bootstrap CV 95, alpha = 0.1, R^2 train: 0.219, R^2 test: 0.131 best alpha via bootstrap CV: 0.001 AUC Train: 0.718, Explained Variance Score Train: 0.238 AUC Validation: 0.748, Explained Variance Score Validation: 0.143 AUC Test: 0.774, Explained Variance Score Test: 0.278 Running batch 7 of 7 with 4 nodes Bootstrap CV 99, alpha = 0.001, R^2 train: 0.322, R^2 test: 0.091 Bootstrap CV 99, alpha = 0.005, R^2 train: 0.322, R^2 test: 0.093 Bootstrap CV 99, alpha = 0.01, R^2 train: 0.322, R^2 test: 0.096 Bootstrap CV 99, alpha = 0.1, R^2 train: 0.302, R^2 test: 0.135 best alpha via bootstrap CV: 0.01 AUC Train: 0.750, Explained Variance Score Train: 0.322 AUC Validation: 0.665, Explained Variance Score Validation: 0.097 AUC Test: 0.774, Explained Variance Score Test: 0.293 Bootstrap CV 96, alpha = 0.001, R^2 train: 0.203, R^2 test: 0.252 Bootstrap CV 96, alpha = 0.005, R^2 train: 0.203, R^2 test: 0.251 Bootstrap CV 96, alpha = 0.01, R^2 train: 0.203, R^2 test: 0.250 Bootstrap CV 96, alpha = 0.1, R^2 train: 0.193, R^2 test: 0.221 best alpha via bootstrap CV: 0.001 AUC Train: 0.719, Explained Variance Score Train: 0.203 AUC Validation: 0.763, Explained Variance Score Validation: 0.260 AUC Test: 0.774, Explained Variance Score Test: 0.291 Bootstrap CV 97, alpha = 0.001, R^2 train: 0.254, R^2 test: 0.130 Bootstrap CV 97, alpha = 0.005, R^2 train: 0.254, R^2 test: 0.131 Bootstrap CV 97, alpha = 0.01, R^2 train: 0.254, R^2 test: 0.134 Bootstrap CV 97, alpha = 0.1, R^2 train: 0.245, R^2 test: 0.161 best alpha via bootstrap CV: 0.01 AUC Train: 0.739, Explained Variance Score Train: 0.254 AUC Validation: 0.690, Explained Variance Score Validation: 0.167 AUC Test: 0.774, Explained Variance Score Test: 0.290 Bootstrap CV 98, alpha = 0.001, R^2 train: 0.238, R^2 test: 0.231 Bootstrap CV 98, alpha = 0.005, R^2 train: 0.238, R^2 test: 0.229 Bootstrap CV 98, alpha = 0.01, R^2 train: 0.238, R^2 test: 0.227 Bootstrap CV 98, alpha = 0.1, R^2 train: 0.220, R^2 test: 0.182 best alpha via bootstrap CV: 0.001 AUC Train: 0.707, Explained Variance Score Train: 0.238 AUC Validation: 0.826, Explained Variance Score Validation: 0.278 AUC Test: 0.774, Explained Variance Score Test: 0.286 total Variables 1 and total subjects: 1751 ->AUC validation: 0.753 95% CI: [0.742 , 0.763] ->AUC test: 0.774 95% CI: [0.774 , 0.774] ->R^2 validation: 0.244 95% CI: [0.230 , 0.258] ->R^2 test: 0.288 95% CI: [0.287 , 0.290] ->Explained Variance validation: 0.234 95% CI: [0.219 , 0.248] ->Explained Variance test: 0.286 95% CI: [0.284 , 0.287] Test set metrics: @threshold:1.877, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:1.392, sens:0.036, spec:1.000, ppv:1.000, acc:0.771, f1:0.070, mcc:0.000, total+:3, total-:347 @threshold:1.391, sens:0.048, spec:1.000, ppv:1.000, acc:0.774, f1:0.092, mcc:0.000, total+:4, total-:346 @threshold:1.372, sens:0.048, spec:0.996, ppv:0.800, acc:0.771, f1:0.091, mcc:0.182, total+:5, total-:345 @threshold:1.246, sens:0.060, spec:0.993, ppv:0.714, acc:0.771, f1:0.111, mcc:0.092, total+:7, total-:343 @threshold:1.209, sens:0.084, spec:0.989, ppv:0.700, acc:0.774, f1:0.151, mcc:0.071, total+:10, total-:340 @threshold:1.174, sens:0.096, spec:0.989, ppv:0.727, acc:0.777, f1:0.170, mcc:0.079, total+:11, total-:339 @threshold:1.172, sens:0.096, spec:0.985, ppv:0.667, acc:0.774, f1:0.168, mcc:0.054, total+:12, total-:338 @threshold:1.142, sens:0.108, spec:0.985, ppv:0.692, acc:0.777, f1:0.188, mcc:0.060, total+:13, total-:337 @threshold:1.083, sens:0.108, spec:0.981, ppv:0.643, acc:0.774, f1:0.186, mcc:0.045, total+:14, total-:336 @threshold:1.083, sens:0.120, spec:0.981, ppv:0.667, acc:0.777, f1:0.204, mcc:0.049, total+:15, total-:335 @threshold:0.985, sens:0.145, spec:0.978, ppv:0.667, acc:0.780, f1:0.238, mcc:0.045, total+:18, total-:332 @threshold:0.980, sens:0.157, spec:0.978, ppv:0.684, acc:0.783, f1:0.255, mcc:0.048, total+:19, total-:331 @threshold:0.971, sens:0.157, spec:0.974, ppv:0.650, acc:0.780, f1:0.252, mcc:0.039, total+:20, total-:330 @threshold:0.967, sens:0.169, spec:0.974, ppv:0.667, acc:0.783, f1:0.269, mcc:0.042, total+:21, total-:329 @threshold:0.852, sens:0.205, spec:0.970, ppv:0.680, acc:0.789, f1:0.315, mcc:0.041, total+:25, total-:325 @threshold:0.845, sens:0.217, spec:0.970, ppv:0.692, acc:0.791, f1:0.330, mcc:0.043, total+:26, total-:324 @threshold:0.820, sens:0.241, spec:0.966, ppv:0.690, acc:0.794, f1:0.357, mcc:0.040, total+:29, total-:321 @threshold:0.790, sens:0.253, spec:0.966, ppv:0.700, acc:0.797, f1:0.372, mcc:0.042, total+:30, total-:320 @threshold:0.779, sens:0.265, spec:0.959, ppv:0.667, acc:0.794, f1:0.379, mcc:0.034, total+:33, total-:317 @threshold:0.766, sens:0.277, spec:0.959, ppv:0.676, acc:0.797, f1:0.393, mcc:0.035, total+:34, total-:316 @threshold:0.753, sens:0.289, spec:0.955, ppv:0.667, acc:0.797, f1:0.403, mcc:0.032, total+:36, total-:314 @threshold:0.732, sens:0.301, spec:0.955, ppv:0.676, acc:0.800, f1:0.417, mcc:0.033, total+:37, total-:313 @threshold:0.692, sens:0.313, spec:0.951, ppv:0.667, acc:0.800, f1:0.426, mcc:0.031, total+:39, total-:311 @threshold:0.690, sens:0.325, spec:0.951, ppv:0.675, acc:0.803, f1:0.439, mcc:0.032, total+:40, total-:310 @threshold:0.686, sens:0.325, spec:0.948, ppv:0.659, acc:0.800, f1:0.435, mcc:0.029, total+:41, total-:309 @threshold:0.659, sens:0.337, spec:0.944, ppv:0.651, acc:0.800, f1:0.444, mcc:0.028, total+:43, total-:307 @threshold:0.650, sens:0.337, spec:0.940, ppv:0.636, acc:0.797, f1:0.441, mcc:0.025, total+:44, total-:306 @threshold:0.631, sens:0.349, spec:0.933, ppv:0.617, acc:0.794, f1:0.446, mcc:0.022, total+:47, total-:303 @threshold:0.617, sens:0.349, spec:0.929, ppv:0.604, acc:0.791, f1:0.443, mcc:0.021, total+:48, total-:302 @threshold:0.608, sens:0.361, spec:0.925, ppv:0.600, acc:0.791, f1:0.451, mcc:0.020, total+:50, total-:300 @threshold:0.603, sens:0.386, spec:0.921, ppv:0.604, acc:0.794, f1:0.471, mcc:0.020, total+:53, total-:297 @threshold:0.595, sens:0.398, spec:0.921, ppv:0.611, acc:0.797, f1:0.482, mcc:0.020, total+:54, total-:296 @threshold:0.591, sens:0.398, spec:0.918, ppv:0.600, acc:0.794, f1:0.478, mcc:0.019, total+:55, total-:295 @threshold:0.580, sens:0.410, spec:0.910, ppv:0.586, acc:0.791, f1:0.482, mcc:0.018, total+:58, total-:292 @threshold:0.573, sens:0.410, spec:0.906, ppv:0.576, acc:0.789, f1:0.479, mcc:0.017, total+:59, total-:291 @threshold:0.558, sens:0.422, spec:0.895, ppv:0.556, acc:0.783, f1:0.479, mcc:0.015, total+:63, total-:287 @threshold:0.554, sens:0.422, spec:0.891, ppv:0.547, acc:0.780, f1:0.476, mcc:0.014, total+:64, total-:286 @threshold:0.534, sens:0.434, spec:0.884, ppv:0.537, acc:0.777, f1:0.480, mcc:0.013, total+:67, total-:283 @threshold:0.521, sens:0.458, spec:0.880, ppv:0.543, acc:0.780, f1:0.497, mcc:0.013, total+:70, total-:280 @threshold:0.509, sens:0.470, spec:0.876, ppv:0.542, acc:0.780, f1:0.503, mcc:0.013, total+:72, total-:278 @threshold:0.507, sens:0.470, spec:0.873, ppv:0.534, acc:0.777, f1:0.500, mcc:0.012, total+:73, total-:277 @threshold:0.503, sens:0.470, spec:0.865, ppv:0.520, acc:0.771, f1:0.494, mcc:0.011, total+:75, total-:275 @threshold:0.486, sens:0.482, spec:0.858, ppv:0.513, acc:0.769, f1:0.497, mcc:0.011, total+:78, total-:272 @threshold:0.479, sens:0.482, spec:0.854, ppv:0.506, acc:0.766, f1:0.494, mcc:0.010, total+:79, total-:271 @threshold:0.447, sens:0.494, spec:0.850, ppv:0.506, acc:0.766, f1:0.500, mcc:0.010, total+:81, total-:269 @threshold:0.406, sens:0.530, spec:0.846, ppv:0.518, acc:0.771, f1:0.524, mcc:0.011, total+:85, total-:265 @threshold:0.403, sens:0.542, spec:0.846, ppv:0.523, acc:0.774, f1:0.533, mcc:0.011, total+:86, total-:264 @threshold:0.368, sens:0.542, spec:0.824, ppv:0.489, acc:0.757, f1:0.514, mcc:0.009, total+:92, total-:258 @threshold:0.365, sens:0.542, spec:0.820, ppv:0.484, acc:0.754, f1:0.511, mcc:0.009, total+:93, total-:257 @threshold:0.349, sens:0.566, spec:0.816, ppv:0.490, acc:0.757, f1:0.525, mcc:0.009, total+:96, total-:254 @threshold:0.334, sens:0.578, spec:0.801, ppv:0.475, acc:0.749, f1:0.522, mcc:0.008, total+:101, total-:249 @threshold:0.325, sens:0.578, spec:0.798, ppv:0.471, acc:0.746, f1:0.519, mcc:0.008, total+:102, total-:248 @threshold:0.316, sens:0.590, spec:0.794, ppv:0.471, acc:0.746, f1:0.524, mcc:0.008, total+:104, total-:246 @threshold:0.310, sens:0.602, spec:0.790, ppv:0.472, acc:0.746, f1:0.529, mcc:0.008, total+:106, total-:244 @threshold:0.297, sens:0.614, spec:0.790, ppv:0.477, acc:0.749, f1:0.537, mcc:0.008, total+:107, total-:243 @threshold:0.297, sens:0.614, spec:0.787, ppv:0.472, acc:0.746, f1:0.534, mcc:0.008, total+:108, total-:242 @threshold:0.270, sens:0.627, spec:0.775, ppv:0.464, acc:0.740, f1:0.533, mcc:0.007, total+:112, total-:238 @threshold:0.254, sens:0.627, spec:0.772, ppv:0.460, acc:0.737, f1:0.531, mcc:0.007, total+:113, total-:237 @threshold:0.232, sens:0.639, spec:0.768, ppv:0.461, acc:0.737, f1:0.535, mcc:0.007, total+:115, total-:235 @threshold:0.226, sens:0.639, spec:0.764, ppv:0.457, acc:0.734, f1:0.533, mcc:0.007, total+:116, total-:234 @threshold:0.222, sens:0.639, spec:0.757, ppv:0.449, acc:0.729, f1:0.527, mcc:0.007, total+:118, total-:232 @threshold:0.204, sens:0.639, spec:0.753, ppv:0.445, acc:0.726, f1:0.525, mcc:0.007, total+:119, total-:231 @threshold:0.201, sens:0.651, spec:0.749, ppv:0.446, acc:0.726, f1:0.529, mcc:0.007, total+:121, total-:229 @threshold:0.197, sens:0.651, spec:0.745, ppv:0.443, acc:0.723, f1:0.527, mcc:0.006, total+:122, total-:228 @threshold:0.162, sens:0.675, spec:0.734, ppv:0.441, acc:0.720, f1:0.533, mcc:0.006, total+:127, total-:223 @threshold:0.141, sens:0.675, spec:0.730, ppv:0.438, acc:0.717, f1:0.531, mcc:0.006, total+:128, total-:222 @threshold:0.139, sens:0.687, spec:0.727, ppv:0.438, acc:0.717, f1:0.535, mcc:0.006, total+:130, total-:220 @threshold:0.125, sens:0.687, spec:0.708, ppv:0.422, acc:0.703, f1:0.523, mcc:0.006, total+:135, total-:215 @threshold:0.094, sens:0.687, spec:0.704, ppv:0.419, acc:0.700, f1:0.521, mcc:0.005, total+:136, total-:214 @threshold:0.076, sens:0.687, spec:0.678, ppv:0.399, acc:0.680, f1:0.504, mcc:0.005, total+:143, total-:207 @threshold:0.075, sens:0.687, spec:0.674, ppv:0.396, acc:0.677, f1:0.502, mcc:0.005, total+:144, total-:206 @threshold:0.054, sens:0.880, spec:0.442, ppv:0.329, acc:0.546, f1:0.479, mcc:0.003, total+:222, total-:128 @threshold:0.053, sens:0.880, spec:0.438, ppv:0.327, acc:0.543, f1:0.477, mcc:0.003, total+:223, total-:127 @threshold:0.045, sens:0.892, spec:0.431, ppv:0.327, acc:0.540, f1:0.479, mcc:0.003, total+:226, total-:124 @threshold:0.045, sens:0.892, spec:0.427, ppv:0.326, acc:0.537, f1:0.477, mcc:0.003, total+:227, total-:123 @threshold:0.035, sens:0.904, spec:0.427, ppv:0.329, acc:0.540, f1:0.482, mcc:0.003, total+:228, total-:122 @threshold:0.032, sens:0.904, spec:0.423, ppv:0.328, acc:0.537, f1:0.481, mcc:0.003, total+:229, total-:121 @threshold:0.012, sens:0.916, spec:0.404, ppv:0.323, acc:0.526, f1:0.478, mcc:0.003, total+:235, total-:115 @threshold:0.002, sens:0.916, spec:0.401, ppv:0.322, acc:0.523, f1:0.476, mcc:0.003, total+:236, total-:114 @threshold:-0.079, sens:0.928, spec:0.386, ppv:0.320, acc:0.514, f1:0.475, mcc:0.003, total+:241, total-:109 @threshold:-0.083, sens:0.928, spec:0.382, ppv:0.318, acc:0.511, f1:0.474, mcc:0.003, total+:242, total-:108 @threshold:-0.150, sens:0.940, spec:0.341, ppv:0.307, acc:0.483, f1:0.463, mcc:0.003, total+:254, total-:96 @threshold:-0.155, sens:0.940, spec:0.337, ppv:0.306, acc:0.480, f1:0.462, mcc:0.003, total+:255, total-:95 @threshold:-0.164, sens:0.952, spec:0.330, ppv:0.306, acc:0.477, f1:0.463, mcc:0.003, total+:258, total-:92 @threshold:-0.168, sens:0.952, spec:0.326, ppv:0.305, acc:0.474, f1:0.462, mcc:0.003, total+:259, total-:91 @threshold:-0.201, sens:0.964, spec:0.311, ppv:0.303, acc:0.466, f1:0.461, mcc:0.003, total+:264, total-:86 @threshold:-0.201, sens:0.964, spec:0.307, ppv:0.302, acc:0.463, f1:0.460, mcc:0.003, total+:265, total-:85 @threshold:-0.246, sens:0.976, spec:0.296, ppv:0.301, acc:0.457, f1:0.460, mcc:0.003, total+:269, total-:81 @threshold:-0.247, sens:0.976, spec:0.292, ppv:0.300, acc:0.454, f1:0.459, mcc:0.003, total+:270, total-:80 @threshold:-0.340, sens:0.976, spec:0.240, ppv:0.285, acc:0.414, f1:0.441, mcc:0.002, total+:284, total-:66 @threshold:-0.341, sens:0.976, spec:0.236, ppv:0.284, acc:0.411, f1:0.440, mcc:0.002, total+:285, total-:65 @threshold:-0.345, sens:0.976, spec:0.217, ppv:0.279, acc:0.397, f1:0.434, mcc:0.002, total+:290, total-:60 @threshold:-0.349, sens:0.988, spec:0.213, ppv:0.281, acc:0.397, f1:0.437, mcc:0.002, total+:292, total-:58 @threshold:-0.365, sens:1.000, spec:0.210, ppv:0.282, acc:0.397, f1:0.440, mcc:0.003, total+:294, total-:56 @threshold:-0.400, sens:1.000, spec:0.206, ppv:0.281, acc:0.394, f1:0.439, mcc:0.003, total+:295, total-:55 @threshold:-2.150, sens:1.000, spec:0.004, ppv:0.238, acc:0.240, f1:0.384, mcc:0.002, total+:349, total-:1 * Vital: Wt for Length ZScore-avg19to24 | coef 0.528 95% CI: [0.517 , 0.540] | OR_adj 1.696 [1.677 1.716] | occ: 1392 | OR_unadj: 4.002 [3.155 5.076] | indivs AUC:0.774 Correlated most with: Vital : 0.528387819932 Time to run analysis 0:00:30.757274 Total Time elapsed 5:39:49.912637 ----------------------------------------------------- boys no_min wfl_19_24 randomforest regression Running batch 1 of 7 with 16 nodes Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.782, R^2 test: 0.006 Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.631, R^2 test: 0.037 Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.444, R^2 test: 0.106 Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.368, R^2 test: 0.099 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.837, Explained Variance Score Train: 0.368 AUC Validation: 0.705, Explained Variance Score Validation: 0.119 AUC Test: 0.755, Explained Variance Score Test: 0.267 Bootstrap CV 13, alpha = (3000, 2, 1), R^2 train: 0.690, R^2 test: 0.140 Bootstrap CV 13, alpha = (3000, 2, 2), R^2 train: 0.523, R^2 test: 0.177 Bootstrap CV 13, alpha = (3000, 2, 5), R^2 train: 0.370, R^2 test: 0.259 Bootstrap CV 13, alpha = (3000, 2, 7), R^2 train: 0.338, R^2 test: 0.280 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.764, Explained Variance Score Train: 0.338 AUC Validation: 0.765, Explained Variance Score Validation: 0.280 AUC Test: 0.777, Explained Variance Score Test: 0.261 Bootstrap CV 15, alpha = (3000, 2, 1), R^2 train: 0.732, R^2 test: -0.041 Bootstrap CV 15, alpha = (3000, 2, 2), R^2 train: 0.557, R^2 test: 0.085 Bootstrap CV 15, alpha = (3000, 2, 5), R^2 train: 0.386, R^2 test: 0.189 Bootstrap CV 15, alpha = (3000, 2, 7), R^2 train: 0.346, R^2 test: 0.201 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.792, Explained Variance Score Train: 0.346 AUC Validation: 0.737, Explained Variance Score Validation: 0.227 AUC Test: 0.740, Explained Variance Score Test: 0.244 Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.765, R^2 test: -0.150 Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.639, R^2 test: -0.065 Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.498, R^2 test: 0.007 Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.465, R^2 test: 0.012 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.872, Explained Variance Score Train: 0.465 AUC Validation: 0.714, Explained Variance Score Validation: 0.025 AUC Test: 0.748, Explained Variance Score Test: 0.189 Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.702, R^2 test: -0.425 Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.470, R^2 test: -0.095 Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.300, R^2 test: 0.037 Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.263, R^2 test: 0.054 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.802, Explained Variance Score Train: 0.263 AUC Validation: 0.653, Explained Variance Score Validation: 0.055 AUC Test: 0.756, Explained Variance Score Test: 0.283 Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.755, R^2 test: -0.009 Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.610, R^2 test: -0.024 Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.472, R^2 test: 0.076 Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.425, R^2 test: 0.155 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.843, Explained Variance Score Train: 0.425 AUC Validation: 0.718, Explained Variance Score Validation: 0.156 AUC Test: 0.771, Explained Variance Score Test: 0.295 Bootstrap CV 11, alpha = (3000, 2, 1), R^2 train: 0.630, R^2 test: -0.250 Bootstrap CV 11, alpha = (3000, 2, 2), R^2 train: 0.462, R^2 test: 0.015 Bootstrap CV 11, alpha = (3000, 2, 5), R^2 train: 0.327, R^2 test: 0.230 Bootstrap CV 11, alpha = (3000, 2, 7), R^2 train: 0.299, R^2 test: 0.232 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.772, Explained Variance Score Train: 0.299 AUC Validation: 0.743, Explained Variance Score Validation: 0.234 AUC Test: 0.731, Explained Variance Score Test: 0.239 Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.676, R^2 test: -0.322 Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.517, R^2 test: -0.135 Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.356, R^2 test: 0.029 Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.321, R^2 test: 0.056 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.811, Explained Variance Score Train: 0.321 AUC Validation: 0.643, Explained Variance Score Validation: 0.057 AUC Test: 0.773, Explained Variance Score Test: 0.253 Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.595, R^2 test: -0.064 Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.434, R^2 test: 0.108 Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.267, R^2 test: 0.207 Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.240, R^2 test: 0.206 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.789, Explained Variance Score Train: 0.240 AUC Validation: 0.757, Explained Variance Score Validation: 0.206 AUC Test: 0.753, Explained Variance Score Test: 0.248 Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.689, R^2 test: -0.038 Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.532, R^2 test: 0.043 Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.366, R^2 test: 0.140 Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.337, R^2 test: 0.149 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.759, Explained Variance Score Train: 0.337 AUC Validation: 0.649, Explained Variance Score Validation: 0.158 AUC Test: 0.764, Explained Variance Score Test: 0.289 Bootstrap CV 14, alpha = (3000, 2, 1), R^2 train: 0.717, R^2 test: 0.051 Bootstrap CV 14, alpha = (3000, 2, 2), R^2 train: 0.572, R^2 test: 0.174 Bootstrap CV 14, alpha = (3000, 2, 5), R^2 train: 0.424, R^2 test: 0.232 Bootstrap CV 14, alpha = (3000, 2, 7), R^2 train: 0.400, R^2 test: 0.243 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.810, Explained Variance Score Train: 0.400 AUC Validation: 0.762, Explained Variance Score Validation: 0.260 AUC Test: 0.745, Explained Variance Score Test: 0.267 Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.789, R^2 test: 0.162 Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.552, R^2 test: 0.172 Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.403, R^2 test: 0.184 Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.372, R^2 test: 0.198 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.820, Explained Variance Score Train: 0.372 AUC Validation: 0.739, Explained Variance Score Validation: 0.237 AUC Test: 0.773, Explained Variance Score Test: 0.265 Bootstrap CV 12, alpha = (3000, 2, 1), R^2 train: 0.624, R^2 test: -0.206 Bootstrap CV 12, alpha = (3000, 2, 2), R^2 train: 0.488, R^2 test: -0.137 Bootstrap CV 12, alpha = (3000, 2, 5), R^2 train: 0.369, R^2 test: -0.109 Bootstrap CV 12, alpha = (3000, 2, 7), R^2 train: 0.347, R^2 test: -0.078 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.852, Explained Variance Score Train: 0.347 AUC Validation: 0.562, Explained Variance Score Validation: -0.050 AUC Test: 0.736, Explained Variance Score Test: 0.256 Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.704, R^2 test: -0.238 Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.516, R^2 test: 0.043 Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.345, R^2 test: 0.123 Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.304, R^2 test: 0.189 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.812, Explained Variance Score Train: 0.304 AUC Validation: 0.769, Explained Variance Score Validation: 0.228 AUC Test: 0.758, Explained Variance Score Test: 0.248 Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.664, R^2 test: 0.053 Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.509, R^2 test: 0.218 Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.349, R^2 test: 0.283 Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.300, R^2 test: 0.272 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.825, Explained Variance Score Train: 0.300 AUC Validation: 0.797, Explained Variance Score Validation: 0.275 AUC Test: 0.775, Explained Variance Score Test: 0.298 Bootstrap CV 10, alpha = (3000, 2, 1), R^2 train: 0.758, R^2 test: -0.048 Bootstrap CV 10, alpha = (3000, 2, 2), R^2 train: 0.539, R^2 test: 0.125 Bootstrap CV 10, alpha = (3000, 2, 5), R^2 train: 0.360, R^2 test: 0.187 Bootstrap CV 10, alpha = (3000, 2, 7), R^2 train: 0.308, R^2 test: 0.170 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.814, Explained Variance Score Train: 0.308 AUC Validation: 0.688, Explained Variance Score Validation: 0.171 AUC Test: 0.730, Explained Variance Score Test: 0.225 Running batch 2 of 7 with 16 nodes Bootstrap CV 30, alpha = (3000, 2, 1), R^2 train: 0.777, R^2 test: -1.764 Bootstrap CV 30, alpha = (3000, 2, 2), R^2 train: 0.683, R^2 test: -1.129 Bootstrap CV 30, alpha = (3000, 2, 5), R^2 train: 0.440, R^2 test: -0.358 Bootstrap CV 30, alpha = (3000, 2, 7), R^2 train: 0.373, R^2 test: -0.313 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.860, Explained Variance Score Train: 0.373 AUC Validation: 0.740, Explained Variance Score Validation: -0.160 AUC Test: 0.761, Explained Variance Score Test: 0.220 Bootstrap CV 23, alpha = (3000, 2, 1), R^2 train: 0.661, R^2 test: -0.040 Bootstrap CV 23, alpha = (3000, 2, 2), R^2 train: 0.515, R^2 test: 0.085 Bootstrap CV 23, alpha = (3000, 2, 5), R^2 train: 0.322, R^2 test: 0.088 Bootstrap CV 23, alpha = (3000, 2, 7), R^2 train: 0.264, R^2 test: 0.117 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.796, Explained Variance Score Train: 0.264 AUC Validation: 0.660, Explained Variance Score Validation: 0.119 AUC Test: 0.731, Explained Variance Score Test: 0.232 Bootstrap CV 25, alpha = (3000, 2, 1), R^2 train: 0.762, R^2 test: 0.154 Bootstrap CV 25, alpha = (3000, 2, 2), R^2 train: 0.602, R^2 test: 0.191 Bootstrap CV 25, alpha = (3000, 2, 5), R^2 train: 0.452, R^2 test: 0.119 Bootstrap CV 25, alpha = (3000, 2, 7), R^2 train: 0.423, R^2 test: 0.125 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.830, Explained Variance Score Train: 0.423 AUC Validation: 0.718, Explained Variance Score Validation: 0.127 AUC Test: 0.732, Explained Variance Score Test: 0.220 Bootstrap CV 17, alpha = (3000, 2, 1), R^2 train: 0.783, R^2 test: -0.528 Bootstrap CV 17, alpha = (3000, 2, 2), R^2 train: 0.619, R^2 test: -0.309 Bootstrap CV 17, alpha = (3000, 2, 5), R^2 train: 0.468, R^2 test: -0.204 Bootstrap CV 17, alpha = (3000, 2, 7), R^2 train: 0.418, R^2 test: -0.190 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.777, Explained Variance Score Train: 0.418 AUC Validation: 0.565, Explained Variance Score Validation: -0.186 AUC Test: 0.754, Explained Variance Score Test: 0.247 Bootstrap CV 27, alpha = (3000, 2, 1), R^2 train: 0.651, R^2 test: -0.433 Bootstrap CV 27, alpha = (3000, 2, 2), R^2 train: 0.447, R^2 test: -0.170 Bootstrap CV 27, alpha = (3000, 2, 5), R^2 train: 0.304, R^2 test: 0.011 Bootstrap CV 27, alpha = (3000, 2, 7), R^2 train: 0.261, R^2 test: 0.029 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.794, Explained Variance Score Train: 0.261 AUC Validation: 0.626, Explained Variance Score Validation: 0.040 AUC Test: 0.770, Explained Variance Score Test: 0.283 Bootstrap CV 16, alpha = (3000, 2, 1), R^2 train: 0.623, R^2 test: 0.059 Bootstrap CV 16, alpha = (3000, 2, 2), R^2 train: 0.468, R^2 test: 0.225 Bootstrap CV 16, alpha = (3000, 2, 5), R^2 train: 0.325, R^2 test: 0.265 Bootstrap CV 16, alpha = (3000, 2, 7), R^2 train: 0.306, R^2 test: 0.268 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.772, Explained Variance Score Train: 0.306 AUC Validation: 0.766, Explained Variance Score Validation: 0.269 AUC Test: 0.764, Explained Variance Score Test: 0.261 Bootstrap CV 19, alpha = (3000, 2, 1), R^2 train: 0.650, R^2 test: 0.142 Bootstrap CV 19, alpha = (3000, 2, 2), R^2 train: 0.554, R^2 test: 0.170 Bootstrap CV 19, alpha = (3000, 2, 5), R^2 train: 0.436, R^2 test: 0.174 Bootstrap CV 19, alpha = (3000, 2, 7), R^2 train: 0.392, R^2 test: 0.204 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.844, Explained Variance Score Train: 0.436 AUC Validation: 0.700, Explained Variance Score Validation: 0.184 AUC Test: 0.758, Explained Variance Score Test: 0.285 Bootstrap CV 24, alpha = (3000, 2, 1), R^2 train: 0.760, R^2 test: -0.107 Bootstrap CV 24, alpha = (3000, 2, 2), R^2 train: 0.558, R^2 test: 0.096 Bootstrap CV 24, alpha = (3000, 2, 5), R^2 train: 0.393, R^2 test: 0.167 Bootstrap CV 24, alpha = (3000, 2, 7), R^2 train: 0.357, R^2 test: 0.176 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.798, Explained Variance Score Train: 0.357 AUC Validation: 0.737, Explained Variance Score Validation: 0.181 AUC Test: 0.773, Explained Variance Score Test: 0.258 Bootstrap CV 18, alpha = (3000, 2, 1), R^2 train: 0.706, R^2 test: 0.010 Bootstrap CV 18, alpha = (3000, 2, 2), R^2 train: 0.521, R^2 test: 0.142 Bootstrap CV 18, alpha = (3000, 2, 5), R^2 train: 0.348, R^2 test: 0.171 Bootstrap CV 18, alpha = (3000, 2, 7), R^2 train: 0.309, R^2 test: 0.176 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.773, Explained Variance Score Train: 0.309 AUC Validation: 0.761, Explained Variance Score Validation: 0.177 AUC Test: 0.775, Explained Variance Score Test: 0.278 Bootstrap CV 21, alpha = (3000, 2, 1), R^2 train: 0.726, R^2 test: -0.251 Bootstrap CV 21, alpha = (3000, 2, 2), R^2 train: 0.574, R^2 test: -0.199 Bootstrap CV 21, alpha = (3000, 2, 5), R^2 train: 0.427, R^2 test: -0.066 Bootstrap CV 21, alpha = (3000, 2, 7), R^2 train: 0.390, R^2 test: -0.041 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.843, Explained Variance Score Train: 0.390 AUC Validation: 0.669, Explained Variance Score Validation: -0.038 AUC Test: 0.764, Explained Variance Score Test: 0.274 Bootstrap CV 20, alpha = (3000, 2, 1), R^2 train: 0.658, R^2 test: -0.037 Bootstrap CV 20, alpha = (3000, 2, 2), R^2 train: 0.488, R^2 test: 0.122 Bootstrap CV 20, alpha = (3000, 2, 5), R^2 train: 0.330, R^2 test: 0.229 Bootstrap CV 20, alpha = (3000, 2, 7), R^2 train: 0.286, R^2 test: 0.245 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.799, Explained Variance Score Train: 0.286 AUC Validation: 0.774, Explained Variance Score Validation: 0.245 AUC Test: 0.751, Explained Variance Score Test: 0.256 Bootstrap CV 29, alpha = (3000, 2, 1), R^2 train: 0.635, R^2 test: 0.059 Bootstrap CV 29, alpha = (3000, 2, 2), R^2 train: 0.432, R^2 test: 0.182 Bootstrap CV 29, alpha = (3000, 2, 5), R^2 train: 0.282, R^2 test: 0.231 Bootstrap CV 29, alpha = (3000, 2, 7), R^2 train: 0.253, R^2 test: 0.226 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.802, Explained Variance Score Train: 0.253 AUC Validation: 0.756, Explained Variance Score Validation: 0.227 AUC Test: 0.761, Explained Variance Score Test: 0.268 Bootstrap CV 28, alpha = (3000, 2, 1), R^2 train: 0.714, R^2 test: 0.126 Bootstrap CV 28, alpha = (3000, 2, 2), R^2 train: 0.566, R^2 test: 0.174 Bootstrap CV 28, alpha = (3000, 2, 5), R^2 train: 0.398, R^2 test: 0.213 Bootstrap CV 28, alpha = (3000, 2, 7), R^2 train: 0.367, R^2 test: 0.219 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.803, Explained Variance Score Train: 0.398 AUC Validation: 0.781, Explained Variance Score Validation: 0.222 AUC Test: 0.772, Explained Variance Score Test: 0.289 Bootstrap CV 31, alpha = (3000, 2, 1), R^2 train: 0.742, R^2 test: -0.003 Bootstrap CV 31, alpha = (3000, 2, 2), R^2 train: 0.536, R^2 test: 0.055 Bootstrap CV 31, alpha = (3000, 2, 5), R^2 train: 0.364, R^2 test: 0.134 Bootstrap CV 31, alpha = (3000, 2, 7), R^2 train: 0.324, R^2 test: 0.160 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.832, Explained Variance Score Train: 0.324 AUC Validation: 0.658, Explained Variance Score Validation: 0.164 AUC Test: 0.768, Explained Variance Score Test: 0.272 Bootstrap CV 26, alpha = (3000, 2, 1), R^2 train: 0.624, R^2 test: -0.051 Bootstrap CV 26, alpha = (3000, 2, 2), R^2 train: 0.445, R^2 test: 0.060 Bootstrap CV 26, alpha = (3000, 2, 5), R^2 train: 0.324, R^2 test: 0.088 Bootstrap CV 26, alpha = (3000, 2, 7), R^2 train: 0.293, R^2 test: 0.137 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.810, Explained Variance Score Train: 0.293 AUC Validation: 0.736, Explained Variance Score Validation: 0.185 AUC Test: 0.754, Explained Variance Score Test: 0.242 Bootstrap CV 22, alpha = (3000, 2, 1), R^2 train: 0.728, R^2 test: 0.020 Bootstrap CV 22, alpha = (3000, 2, 2), R^2 train: 0.509, R^2 test: 0.250 Bootstrap CV 22, alpha = (3000, 2, 5), R^2 train: 0.344, R^2 test: 0.305 Bootstrap CV 22, alpha = (3000, 2, 7), R^2 train: 0.310, R^2 test: 0.300 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.765, Explained Variance Score Train: 0.310 AUC Validation: 0.767, Explained Variance Score Validation: 0.300 AUC Test: 0.785, Explained Variance Score Test: 0.293 Running batch 3 of 7 with 16 nodes Bootstrap CV 46, alpha = (3000, 2, 1), R^2 train: 0.684, R^2 test: -0.174 Bootstrap CV 46, alpha = (3000, 2, 2), R^2 train: 0.567, R^2 test: -0.042 Bootstrap CV 46, alpha = (3000, 2, 5), R^2 train: 0.442, R^2 test: 0.037 Bootstrap CV 46, alpha = (3000, 2, 7), R^2 train: 0.412, R^2 test: 0.030 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.879, Explained Variance Score Train: 0.412 AUC Validation: 0.681, Explained Variance Score Validation: 0.030 AUC Test: 0.768, Explained Variance Score Test: 0.266 Bootstrap CV 36, alpha = (3000, 2, 1), R^2 train: 0.704, R^2 test: 0.058 Bootstrap CV 36, alpha = (3000, 2, 2), R^2 train: 0.492, R^2 test: 0.138 Bootstrap CV 36, alpha = (3000, 2, 5), R^2 train: 0.318, R^2 test: 0.213 Bootstrap CV 36, alpha = (3000, 2, 7), R^2 train: 0.291, R^2 test: 0.226 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.765, Explained Variance Score Train: 0.291 AUC Validation: 0.747, Explained Variance Score Validation: 0.230 AUC Test: 0.753, Explained Variance Score Test: 0.254 Bootstrap CV 41, alpha = (3000, 2, 1), R^2 train: 0.709, R^2 test: 0.069 Bootstrap CV 41, alpha = (3000, 2, 2), R^2 train: 0.531, R^2 test: 0.160 Bootstrap CV 41, alpha = (3000, 2, 5), R^2 train: 0.402, R^2 test: 0.185 Bootstrap CV 41, alpha = (3000, 2, 7), R^2 train: 0.374, R^2 test: 0.187 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.798, Explained Variance Score Train: 0.374 AUC Validation: 0.752, Explained Variance Score Validation: 0.189 AUC Test: 0.755, Explained Variance Score Test: 0.238 Bootstrap CV 47, alpha = (3000, 2, 1), R^2 train: 0.713, R^2 test: 0.216 Bootstrap CV 47, alpha = (3000, 2, 2), R^2 train: 0.527, R^2 test: 0.301 Bootstrap CV 47, alpha = (3000, 2, 5), R^2 train: 0.366, R^2 test: 0.307 Bootstrap CV 47, alpha = (3000, 2, 7), R^2 train: 0.341, R^2 test: 0.302 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.782, Explained Variance Score Train: 0.341 AUC Validation: 0.699, Explained Variance Score Validation: 0.319 AUC Test: 0.777, Explained Variance Score Test: 0.259 Bootstrap CV 40, alpha = (3000, 2, 1), R^2 train: 0.703, R^2 test: -0.397 Bootstrap CV 40, alpha = (3000, 2, 2), R^2 train: 0.530, R^2 test: -0.048 Bootstrap CV 40, alpha = (3000, 2, 5), R^2 train: 0.359, R^2 test: 0.104 Bootstrap CV 40, alpha = (3000, 2, 7), R^2 train: 0.322, R^2 test: 0.124 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.848, Explained Variance Score Train: 0.322 AUC Validation: 0.726, Explained Variance Score Validation: 0.125 AUC Test: 0.754, Explained Variance Score Test: 0.243 Bootstrap CV 38, alpha = (3000, 2, 1), R^2 train: 0.599, R^2 test: 0.200 Bootstrap CV 38, alpha = (3000, 2, 2), R^2 train: 0.479, R^2 test: 0.256 Bootstrap CV 38, alpha = (3000, 2, 5), R^2 train: 0.385, R^2 test: 0.287 Bootstrap CV 38, alpha = (3000, 2, 7), R^2 train: 0.343, R^2 test: 0.296 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.813, Explained Variance Score Train: 0.343 AUC Validation: 0.811, Explained Variance Score Validation: 0.303 AUC Test: 0.756, Explained Variance Score Test: 0.278 Bootstrap CV 37, alpha = (3000, 2, 1), R^2 train: 0.750, R^2 test: 0.070 Bootstrap CV 37, alpha = (3000, 2, 2), R^2 train: 0.570, R^2 test: 0.165 Bootstrap CV 37, alpha = (3000, 2, 5), R^2 train: 0.384, R^2 test: 0.246 Bootstrap CV 37, alpha = (3000, 2, 7), R^2 train: 0.323, R^2 test: 0.249 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.800, Explained Variance Score Train: 0.323 AUC Validation: 0.784, Explained Variance Score Validation: 0.254 AUC Test: 0.768, Explained Variance Score Test: 0.284 Bootstrap CV 39, alpha = (3000, 2, 1), R^2 train: 0.678, R^2 test: 0.045 Bootstrap CV 39, alpha = (3000, 2, 2), R^2 train: 0.512, R^2 test: 0.069 Bootstrap CV 39, alpha = (3000, 2, 5), R^2 train: 0.370, R^2 test: 0.154 Bootstrap CV 39, alpha = (3000, 2, 7), R^2 train: 0.327, R^2 test: 0.191 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.850, Explained Variance Score Train: 0.327 AUC Validation: 0.722, Explained Variance Score Validation: 0.211 AUC Test: 0.778, Explained Variance Score Test: 0.269 Bootstrap CV 35, alpha = (3000, 2, 1), R^2 train: 0.710, R^2 test: 0.009 Bootstrap CV 35, alpha = (3000, 2, 2), R^2 train: 0.534, R^2 test: 0.065 Bootstrap CV 35, alpha = (3000, 2, 5), R^2 train: 0.405, R^2 test: 0.129 Bootstrap CV 35, alpha = (3000, 2, 7), R^2 train: 0.349, R^2 test: 0.165 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.774, Explained Variance Score Train: 0.349 AUC Validation: 0.744, Explained Variance Score Validation: 0.174 AUC Test: 0.752, Explained Variance Score Test: 0.229 Bootstrap CV 34, alpha = (3000, 2, 1), R^2 train: 0.706, R^2 test: 0.051 Bootstrap CV 34, alpha = (3000, 2, 2), R^2 train: 0.526, R^2 test: 0.164 Bootstrap CV 34, alpha = (3000, 2, 5), R^2 train: 0.395, R^2 test: 0.145 Bootstrap CV 34, alpha = (3000, 2, 7), R^2 train: 0.352, R^2 test: 0.162 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.846, Explained Variance Score Train: 0.352 AUC Validation: 0.658, Explained Variance Score Validation: 0.165 AUC Test: 0.763, Explained Variance Score Test: 0.233 Bootstrap CV 33, alpha = (3000, 2, 1), R^2 train: 0.682, R^2 test: -0.052 Bootstrap CV 33, alpha = (3000, 2, 2), R^2 train: 0.547, R^2 test: 0.097 Bootstrap CV 33, alpha = (3000, 2, 5), R^2 train: 0.394, R^2 test: 0.195 Bootstrap CV 33, alpha = (3000, 2, 7), R^2 train: 0.338, R^2 test: 0.224 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.812, Explained Variance Score Train: 0.338 AUC Validation: 0.752, Explained Variance Score Validation: 0.253 AUC Test: 0.770, Explained Variance Score Test: 0.268 Bootstrap CV 43, alpha = (3000, 2, 1), R^2 train: 0.747, R^2 test: -0.067 Bootstrap CV 43, alpha = (3000, 2, 2), R^2 train: 0.523, R^2 test: 0.100 Bootstrap CV 43, alpha = (3000, 2, 5), R^2 train: 0.358, R^2 test: 0.160 Bootstrap CV 43, alpha = (3000, 2, 7), R^2 train: 0.318, R^2 test: 0.181 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.813, Explained Variance Score Train: 0.318 AUC Validation: 0.749, Explained Variance Score Validation: 0.186 AUC Test: 0.771, Explained Variance Score Test: 0.262 Bootstrap CV 45, alpha = (3000, 2, 1), R^2 train: 0.655, R^2 test: 0.343 Bootstrap CV 45, alpha = (3000, 2, 2), R^2 train: 0.526, R^2 test: 0.349 Bootstrap CV 45, alpha = (3000, 2, 5), R^2 train: 0.413, R^2 test: 0.359 Bootstrap CV 45, alpha = (3000, 2, 7), R^2 train: 0.387, R^2 test: 0.354 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.844, Explained Variance Score Train: 0.387 AUC Validation: 0.833, Explained Variance Score Validation: 0.355 AUC Test: 0.777, Explained Variance Score Test: 0.290 Bootstrap CV 44, alpha = (3000, 2, 1), R^2 train: 0.709, R^2 test: -0.054 Bootstrap CV 44, alpha = (3000, 2, 2), R^2 train: 0.526, R^2 test: 0.107 Bootstrap CV 44, alpha = (3000, 2, 5), R^2 train: 0.362, R^2 test: 0.217 Bootstrap CV 44, alpha = (3000, 2, 7), R^2 train: 0.334, R^2 test: 0.236 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.828, Explained Variance Score Train: 0.334 AUC Validation: 0.717, Explained Variance Score Validation: 0.239 AUC Test: 0.751, Explained Variance Score Test: 0.262 Bootstrap CV 32, alpha = (3000, 2, 1), R^2 train: 0.738, R^2 test: -0.209 Bootstrap CV 32, alpha = (3000, 2, 2), R^2 train: 0.533, R^2 test: -0.016 Bootstrap CV 32, alpha = (3000, 2, 5), R^2 train: 0.343, R^2 test: 0.100 Bootstrap CV 32, alpha = (3000, 2, 7), R^2 train: 0.305, R^2 test: 0.128 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.810, Explained Variance Score Train: 0.305 AUC Validation: 0.685, Explained Variance Score Validation: 0.129 AUC Test: 0.766, Explained Variance Score Test: 0.270 Bootstrap CV 42, alpha = (3000, 2, 1), R^2 train: 0.612, R^2 test: 0.006 Bootstrap CV 42, alpha = (3000, 2, 2), R^2 train: 0.479, R^2 test: 0.080 Bootstrap CV 42, alpha = (3000, 2, 5), R^2 train: 0.313, R^2 test: 0.208 Bootstrap CV 42, alpha = (3000, 2, 7), R^2 train: 0.268, R^2 test: 0.259 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.774, Explained Variance Score Train: 0.268 AUC Validation: 0.812, Explained Variance Score Validation: 0.261 AUC Test: 0.758, Explained Variance Score Test: 0.267 Running batch 4 of 7 with 16 nodes Bootstrap CV 56, alpha = (3000, 2, 1), R^2 train: 0.766, R^2 test: -0.112 Bootstrap CV 56, alpha = (3000, 2, 2), R^2 train: 0.565, R^2 test: -0.043 Bootstrap CV 56, alpha = (3000, 2, 5), R^2 train: 0.417, R^2 test: 0.079 Bootstrap CV 56, alpha = (3000, 2, 7), R^2 train: 0.380, R^2 test: 0.110 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.814, Explained Variance Score Train: 0.380 AUC Validation: 0.678, Explained Variance Score Validation: 0.110 AUC Test: 0.774, Explained Variance Score Test: 0.297 Bootstrap CV 48, alpha = (3000, 2, 1), R^2 train: 0.642, R^2 test: 0.052 Bootstrap CV 48, alpha = (3000, 2, 2), R^2 train: 0.467, R^2 test: 0.032 Bootstrap CV 48, alpha = (3000, 2, 5), R^2 train: 0.378, R^2 test: 0.086 Bootstrap CV 48, alpha = (3000, 2, 7), R^2 train: 0.338, R^2 test: 0.156 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.814, Explained Variance Score Train: 0.338 AUC Validation: 0.794, Explained Variance Score Validation: 0.161 AUC Test: 0.752, Explained Variance Score Test: 0.243 Bootstrap CV 57, alpha = (3000, 2, 1), R^2 train: 0.640, R^2 test: 0.044 Bootstrap CV 57, alpha = (3000, 2, 2), R^2 train: 0.453, R^2 test: 0.122 Bootstrap CV 57, alpha = (3000, 2, 5), R^2 train: 0.235, R^2 test: 0.235 Bootstrap CV 57, alpha = (3000, 2, 7), R^2 train: 0.198, R^2 test: 0.228 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.744, Explained Variance Score Train: 0.198 AUC Validation: 0.788, Explained Variance Score Validation: 0.246 AUC Test: 0.753, Explained Variance Score Test: 0.258 Bootstrap CV 51, alpha = (3000, 2, 1), R^2 train: 0.593, R^2 test: -0.085 Bootstrap CV 51, alpha = (3000, 2, 2), R^2 train: 0.471, R^2 test: -0.044 Bootstrap CV 51, alpha = (3000, 2, 5), R^2 train: 0.373, R^2 test: 0.029 Bootstrap CV 51, alpha = (3000, 2, 7), R^2 train: 0.352, R^2 test: 0.055 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.815, Explained Variance Score Train: 0.352 AUC Validation: 0.810, Explained Variance Score Validation: 0.140 AUC Test: 0.767, Explained Variance Score Test: 0.263 Bootstrap CV 54, alpha = (3000, 2, 1), R^2 train: 0.669, R^2 test: -0.067 Bootstrap CV 54, alpha = (3000, 2, 2), R^2 train: 0.529, R^2 test: 0.018 Bootstrap CV 54, alpha = (3000, 2, 5), R^2 train: 0.368, R^2 test: 0.120 Bootstrap CV 54, alpha = (3000, 2, 7), R^2 train: 0.334, R^2 test: 0.128 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.842, Explained Variance Score Train: 0.334 AUC Validation: 0.658, Explained Variance Score Validation: 0.128 AUC Test: 0.750, Explained Variance Score Test: 0.259 Bootstrap CV 60, alpha = (3000, 2, 1), R^2 train: 0.614, R^2 test: -0.179 Bootstrap CV 60, alpha = (3000, 2, 2), R^2 train: 0.454, R^2 test: -0.088 Bootstrap CV 60, alpha = (3000, 2, 5), R^2 train: 0.297, R^2 test: 0.023 Bootstrap CV 60, alpha = (3000, 2, 7), R^2 train: 0.252, R^2 test: 0.079 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.822, Explained Variance Score Train: 0.252 AUC Validation: 0.679, Explained Variance Score Validation: 0.081 AUC Test: 0.757, Explained Variance Score Test: 0.265 Bootstrap CV 59, alpha = (3000, 2, 1), R^2 train: 0.681, R^2 test: 0.108 Bootstrap CV 59, alpha = (3000, 2, 2), R^2 train: 0.499, R^2 test: 0.152 Bootstrap CV 59, alpha = (3000, 2, 5), R^2 train: 0.348, R^2 test: 0.194 Bootstrap CV 59, alpha = (3000, 2, 7), R^2 train: 0.310, R^2 test: 0.207 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.819, Explained Variance Score Train: 0.310 AUC Validation: 0.765, Explained Variance Score Validation: 0.209 AUC Test: 0.769, Explained Variance Score Test: 0.287 Bootstrap CV 50, alpha = (3000, 2, 1), R^2 train: 0.585, R^2 test: -0.131 Bootstrap CV 50, alpha = (3000, 2, 2), R^2 train: 0.477, R^2 test: -0.050 Bootstrap CV 50, alpha = (3000, 2, 5), R^2 train: 0.367, R^2 test: 0.030 Bootstrap CV 50, alpha = (3000, 2, 7), R^2 train: 0.334, R^2 test: 0.048 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.833, Explained Variance Score Train: 0.334 AUC Validation: 0.686, Explained Variance Score Validation: 0.087 AUC Test: 0.777, Explained Variance Score Test: 0.274 Bootstrap CV 62, alpha = (3000, 2, 1), R^2 train: 0.674, R^2 test: -0.112 Bootstrap CV 62, alpha = (3000, 2, 2), R^2 train: 0.545, R^2 test: -0.008 Bootstrap CV 62, alpha = (3000, 2, 5), R^2 train: 0.425, R^2 test: 0.032 Bootstrap CV 62, alpha = (3000, 2, 7), R^2 train: 0.392, R^2 test: 0.060 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.834, Explained Variance Score Train: 0.392 AUC Validation: 0.751, Explained Variance Score Validation: 0.066 AUC Test: 0.764, Explained Variance Score Test: 0.258 Bootstrap CV 58, alpha = (3000, 2, 1), R^2 train: 0.673, R^2 test: 0.159 Bootstrap CV 58, alpha = (3000, 2, 2), R^2 train: 0.533, R^2 test: 0.204 Bootstrap CV 58, alpha = (3000, 2, 5), R^2 train: 0.406, R^2 test: 0.318 Bootstrap CV 58, alpha = (3000, 2, 7), R^2 train: 0.356, R^2 test: 0.348 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.810, Explained Variance Score Train: 0.356 AUC Validation: 0.780, Explained Variance Score Validation: 0.349 AUC Test: 0.761, Explained Variance Score Test: 0.288 Bootstrap CV 52, alpha = (3000, 2, 1), R^2 train: 0.664, R^2 test: -0.326 Bootstrap CV 52, alpha = (3000, 2, 2), R^2 train: 0.516, R^2 test: -0.131 Bootstrap CV 52, alpha = (3000, 2, 5), R^2 train: 0.374, R^2 test: 0.047 Bootstrap CV 52, alpha = (3000, 2, 7), R^2 train: 0.321, R^2 test: 0.104 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.786, Explained Variance Score Train: 0.321 AUC Validation: 0.740, Explained Variance Score Validation: 0.111 AUC Test: 0.763, Explained Variance Score Test: 0.279 Bootstrap CV 63, alpha = (3000, 2, 1), R^2 train: 0.581, R^2 test: 0.079 Bootstrap CV 63, alpha = (3000, 2, 2), R^2 train: 0.429, R^2 test: 0.173 Bootstrap CV 63, alpha = (3000, 2, 5), R^2 train: 0.311, R^2 test: 0.179 Bootstrap CV 63, alpha = (3000, 2, 7), R^2 train: 0.280, R^2 test: 0.202 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.800, Explained Variance Score Train: 0.280 AUC Validation: 0.810, Explained Variance Score Validation: 0.203 AUC Test: 0.757, Explained Variance Score Test: 0.278 Bootstrap CV 49, alpha = (3000, 2, 1), R^2 train: 0.616, R^2 test: -0.383 Bootstrap CV 49, alpha = (3000, 2, 2), R^2 train: 0.473, R^2 test: -0.117 Bootstrap CV 49, alpha = (3000, 2, 5), R^2 train: 0.321, R^2 test: 0.171 Bootstrap CV 49, alpha = (3000, 2, 7), R^2 train: 0.274, R^2 test: 0.202 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.800, Explained Variance Score Train: 0.274 AUC Validation: 0.734, Explained Variance Score Validation: 0.209 AUC Test: 0.770, Explained Variance Score Test: 0.280 Bootstrap CV 55, alpha = (3000, 2, 1), R^2 train: 0.652, R^2 test: -0.221 Bootstrap CV 55, alpha = (3000, 2, 2), R^2 train: 0.443, R^2 test: -0.012 Bootstrap CV 55, alpha = (3000, 2, 5), R^2 train: 0.291, R^2 test: 0.077 Bootstrap CV 55, alpha = (3000, 2, 7), R^2 train: 0.250, R^2 test: 0.092 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.788, Explained Variance Score Train: 0.250 AUC Validation: 0.656, Explained Variance Score Validation: 0.094 AUC Test: 0.754, Explained Variance Score Test: 0.266 Bootstrap CV 53, alpha = (3000, 2, 1), R^2 train: 0.602, R^2 test: 0.222 Bootstrap CV 53, alpha = (3000, 2, 2), R^2 train: 0.453, R^2 test: 0.193 Bootstrap CV 53, alpha = (3000, 2, 5), R^2 train: 0.353, R^2 test: 0.200 Bootstrap CV 53, alpha = (3000, 2, 7), R^2 train: 0.293, R^2 test: 0.247 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.786, Explained Variance Score Train: 0.293 AUC Validation: 0.755, Explained Variance Score Validation: 0.267 AUC Test: 0.758, Explained Variance Score Test: 0.269 Bootstrap CV 61, alpha = (3000, 2, 1), R^2 train: 0.694, R^2 test: 0.017 Bootstrap CV 61, alpha = (3000, 2, 2), R^2 train: 0.516, R^2 test: 0.147 Bootstrap CV 61, alpha = (3000, 2, 5), R^2 train: 0.348, R^2 test: 0.203 Bootstrap CV 61, alpha = (3000, 2, 7), R^2 train: 0.312, R^2 test: 0.210 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.783, Explained Variance Score Train: 0.312 AUC Validation: 0.746, Explained Variance Score Validation: 0.217 AUC Test: 0.761, Explained Variance Score Test: 0.275 Running batch 5 of 7 with 16 nodes Bootstrap CV 72, alpha = (3000, 2, 1), R^2 train: 0.670, R^2 test: 0.277 Bootstrap CV 72, alpha = (3000, 2, 2), R^2 train: 0.505, R^2 test: 0.326 Bootstrap CV 72, alpha = (3000, 2, 5), R^2 train: 0.383, R^2 test: 0.334 Bootstrap CV 72, alpha = (3000, 2, 7), R^2 train: 0.365, R^2 test: 0.349 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.815, Explained Variance Score Train: 0.365 AUC Validation: 0.772, Explained Variance Score Validation: 0.349 AUC Test: 0.771, Explained Variance Score Test: 0.290 Bootstrap CV 75, alpha = (3000, 2, 1), R^2 train: 0.652, R^2 test: 0.105 Bootstrap CV 75, alpha = (3000, 2, 2), R^2 train: 0.491, R^2 test: 0.221 Bootstrap CV 75, alpha = (3000, 2, 5), R^2 train: 0.362, R^2 test: 0.257 Bootstrap CV 75, alpha = (3000, 2, 7), R^2 train: 0.339, R^2 test: 0.261 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.791, Explained Variance Score Train: 0.339 AUC Validation: 0.793, Explained Variance Score Validation: 0.262 AUC Test: 0.765, Explained Variance Score Test: 0.268 Bootstrap CV 78, alpha = (3000, 2, 1), R^2 train: 0.647, R^2 test: -0.223 Bootstrap CV 78, alpha = (3000, 2, 2), R^2 train: 0.473, R^2 test: -0.133 Bootstrap CV 78, alpha = (3000, 2, 5), R^2 train: 0.332, R^2 test: -0.083 Bootstrap CV 78, alpha = (3000, 2, 7), R^2 train: 0.304, R^2 test: -0.098 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.832, Explained Variance Score Train: 0.304 AUC Validation: 0.659, Explained Variance Score Validation: -0.095 AUC Test: 0.765, Explained Variance Score Test: 0.254 Bootstrap CV 66, alpha = (3000, 2, 1), R^2 train: 0.751, R^2 test: -0.082 Bootstrap CV 66, alpha = (3000, 2, 2), R^2 train: 0.556, R^2 test: 0.021 Bootstrap CV 66, alpha = (3000, 2, 5), R^2 train: 0.369, R^2 test: 0.162 Bootstrap CV 66, alpha = (3000, 2, 7), R^2 train: 0.316, R^2 test: 0.239 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.770, Explained Variance Score Train: 0.316 AUC Validation: 0.779, Explained Variance Score Validation: 0.243 AUC Test: 0.735, Explained Variance Score Test: 0.257 Bootstrap CV 67, alpha = (3000, 2, 1), R^2 train: 0.483, R^2 test: -0.080 Bootstrap CV 67, alpha = (3000, 2, 2), R^2 train: 0.342, R^2 test: 0.059 Bootstrap CV 67, alpha = (3000, 2, 5), R^2 train: 0.223, R^2 test: 0.200 Bootstrap CV 67, alpha = (3000, 2, 7), R^2 train: 0.185, R^2 test: 0.202 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.731, Explained Variance Score Train: 0.185 AUC Validation: 0.793, Explained Variance Score Validation: 0.211 AUC Test: 0.770, Explained Variance Score Test: 0.244 Bootstrap CV 77, alpha = (3000, 2, 1), R^2 train: 0.759, R^2 test: -0.012 Bootstrap CV 77, alpha = (3000, 2, 2), R^2 train: 0.580, R^2 test: 0.038 Bootstrap CV 77, alpha = (3000, 2, 5), R^2 train: 0.426, R^2 test: 0.136 Bootstrap CV 77, alpha = (3000, 2, 7), R^2 train: 0.384, R^2 test: 0.114 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.800, Explained Variance Score Train: 0.384 AUC Validation: 0.751, Explained Variance Score Validation: 0.145 AUC Test: 0.771, Explained Variance Score Test: 0.288 Bootstrap CV 79, alpha = (3000, 2, 1), R^2 train: 0.678, R^2 test: -0.083 Bootstrap CV 79, alpha = (3000, 2, 2), R^2 train: 0.493, R^2 test: 0.109 Bootstrap CV 79, alpha = (3000, 2, 5), R^2 train: 0.343, R^2 test: 0.209 Bootstrap CV 79, alpha = (3000, 2, 7), R^2 train: 0.301, R^2 test: 0.218 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.801, Explained Variance Score Train: 0.301 AUC Validation: 0.747, Explained Variance Score Validation: 0.219 AUC Test: 0.776, Explained Variance Score Test: 0.280 Bootstrap CV 69, alpha = (3000, 2, 1), R^2 train: 0.740, R^2 test: 0.143 Bootstrap CV 69, alpha = (3000, 2, 2), R^2 train: 0.557, R^2 test: 0.184 Bootstrap CV 69, alpha = (3000, 2, 5), R^2 train: 0.414, R^2 test: 0.138 Bootstrap CV 69, alpha = (3000, 2, 7), R^2 train: 0.381, R^2 test: 0.154 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.821, Explained Variance Score Train: 0.381 AUC Validation: 0.754, Explained Variance Score Validation: 0.164 AUC Test: 0.766, Explained Variance Score Test: 0.233 Bootstrap CV 65, alpha = (3000, 2, 1), R^2 train: 0.652, R^2 test: -0.078 Bootstrap CV 65, alpha = (3000, 2, 2), R^2 train: 0.495, R^2 test: 0.005 Bootstrap CV 65, alpha = (3000, 2, 5), R^2 train: 0.341, R^2 test: 0.122 Bootstrap CV 65, alpha = (3000, 2, 7), R^2 train: 0.296, R^2 test: 0.128 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.785, Explained Variance Score Train: 0.296 AUC Validation: 0.630, Explained Variance Score Validation: 0.148 AUC Test: 0.752, Explained Variance Score Test: 0.219 Bootstrap CV 71, alpha = (3000, 2, 1), R^2 train: 0.755, R^2 test: 0.035 Bootstrap CV 71, alpha = (3000, 2, 2), R^2 train: 0.533, R^2 test: 0.137 Bootstrap CV 71, alpha = (3000, 2, 5), R^2 train: 0.370, R^2 test: 0.171 Bootstrap CV 71, alpha = (3000, 2, 7), R^2 train: 0.335, R^2 test: 0.168 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.739, Explained Variance Score Train: 0.335 AUC Validation: 0.760, Explained Variance Score Validation: 0.179 AUC Test: 0.767, Explained Variance Score Test: 0.265 Bootstrap CV 70, alpha = (3000, 2, 1), R^2 train: 0.726, R^2 test: -0.010 Bootstrap CV 70, alpha = (3000, 2, 2), R^2 train: 0.541, R^2 test: 0.091 Bootstrap CV 70, alpha = (3000, 2, 5), R^2 train: 0.366, R^2 test: 0.251 Bootstrap CV 70, alpha = (3000, 2, 7), R^2 train: 0.315, R^2 test: 0.269 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.806, Explained Variance Score Train: 0.315 AUC Validation: 0.708, Explained Variance Score Validation: 0.281 AUC Test: 0.764, Explained Variance Score Test: 0.254 Bootstrap CV 64, alpha = (3000, 2, 1), R^2 train: 0.760, R^2 test: 0.018 Bootstrap CV 64, alpha = (3000, 2, 2), R^2 train: 0.562, R^2 test: 0.137 Bootstrap CV 64, alpha = (3000, 2, 5), R^2 train: 0.414, R^2 test: 0.195 Bootstrap CV 64, alpha = (3000, 2, 7), R^2 train: 0.381, R^2 test: 0.198 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.827, Explained Variance Score Train: 0.381 AUC Validation: 0.766, Explained Variance Score Validation: 0.199 AUC Test: 0.729, Explained Variance Score Test: 0.211 Bootstrap CV 74, alpha = (3000, 2, 1), R^2 train: 0.761, R^2 test: -0.101 Bootstrap CV 74, alpha = (3000, 2, 2), R^2 train: 0.590, R^2 test: 0.182 Bootstrap CV 74, alpha = (3000, 2, 5), R^2 train: 0.424, R^2 test: 0.203 Bootstrap CV 74, alpha = (3000, 2, 7), R^2 train: 0.374, R^2 test: 0.235 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.765, Explained Variance Score Train: 0.374 AUC Validation: 0.779, Explained Variance Score Validation: 0.251 AUC Test: 0.771, Explained Variance Score Test: 0.217 Bootstrap CV 73, alpha = (3000, 2, 1), R^2 train: 0.718, R^2 test: 0.120 Bootstrap CV 73, alpha = (3000, 2, 2), R^2 train: 0.556, R^2 test: 0.171 Bootstrap CV 73, alpha = (3000, 2, 5), R^2 train: 0.370, R^2 test: 0.242 Bootstrap CV 73, alpha = (3000, 2, 7), R^2 train: 0.335, R^2 test: 0.254 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.808, Explained Variance Score Train: 0.335 AUC Validation: 0.738, Explained Variance Score Validation: 0.258 AUC Test: 0.749, Explained Variance Score Test: 0.258 Bootstrap CV 68, alpha = (3000, 2, 1), R^2 train: 0.745, R^2 test: -0.720 Bootstrap CV 68, alpha = (3000, 2, 2), R^2 train: 0.608, R^2 test: -0.520 Bootstrap CV 68, alpha = (3000, 2, 5), R^2 train: 0.442, R^2 test: -0.354 Bootstrap CV 68, alpha = (3000, 2, 7), R^2 train: 0.368, R^2 test: -0.233 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.882, Explained Variance Score Train: 0.368 AUC Validation: 0.699, Explained Variance Score Validation: -0.160 AUC Test: 0.762, Explained Variance Score Test: 0.228 Bootstrap CV 76, alpha = (3000, 2, 1), R^2 train: 0.642, R^2 test: 0.152 Bootstrap CV 76, alpha = (3000, 2, 2), R^2 train: 0.485, R^2 test: 0.308 Bootstrap CV 76, alpha = (3000, 2, 5), R^2 train: 0.320, R^2 test: 0.339 Bootstrap CV 76, alpha = (3000, 2, 7), R^2 train: 0.291, R^2 test: 0.312 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.826, Explained Variance Score Train: 0.291 AUC Validation: 0.789, Explained Variance Score Validation: 0.339 AUC Test: 0.769, Explained Variance Score Test: 0.285 Running batch 6 of 7 with 16 nodes Bootstrap CV 85, alpha = (3000, 2, 1), R^2 train: 0.713, R^2 test: 0.075 Bootstrap CV 85, alpha = (3000, 2, 2), R^2 train: 0.550, R^2 test: 0.188 Bootstrap CV 85, alpha = (3000, 2, 5), R^2 train: 0.437, R^2 test: 0.274 Bootstrap CV 85, alpha = (3000, 2, 7), R^2 train: 0.397, R^2 test: 0.264 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.821, Explained Variance Score Train: 0.397 AUC Validation: 0.721, Explained Variance Score Validation: 0.264 AUC Test: 0.758, Explained Variance Score Test: 0.271 Bootstrap CV 89, alpha = (3000, 2, 1), R^2 train: 0.707, R^2 test: -0.083 Bootstrap CV 89, alpha = (3000, 2, 2), R^2 train: 0.536, R^2 test: 0.066 Bootstrap CV 89, alpha = (3000, 2, 5), R^2 train: 0.348, R^2 test: 0.129 Bootstrap CV 89, alpha = (3000, 2, 7), R^2 train: 0.313, R^2 test: 0.139 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.806, Explained Variance Score Train: 0.313 AUC Validation: 0.775, Explained Variance Score Validation: 0.152 AUC Test: 0.768, Explained Variance Score Test: 0.261 Bootstrap CV 83, alpha = (3000, 2, 1), R^2 train: 0.569, R^2 test: -0.038 Bootstrap CV 83, alpha = (3000, 2, 2), R^2 train: 0.420, R^2 test: 0.088 Bootstrap CV 83, alpha = (3000, 2, 5), R^2 train: 0.298, R^2 test: 0.182 Bootstrap CV 83, alpha = (3000, 2, 7), R^2 train: 0.265, R^2 test: 0.229 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.759, Explained Variance Score Train: 0.265 AUC Validation: 0.772, Explained Variance Score Validation: 0.240 AUC Test: 0.746, Explained Variance Score Test: 0.266 Bootstrap CV 81, alpha = (3000, 2, 1), R^2 train: 0.702, R^2 test: -0.019 Bootstrap CV 81, alpha = (3000, 2, 2), R^2 train: 0.502, R^2 test: 0.109 Bootstrap CV 81, alpha = (3000, 2, 5), R^2 train: 0.359, R^2 test: 0.061 Bootstrap CV 81, alpha = (3000, 2, 7), R^2 train: 0.322, R^2 test: 0.078 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.793, Explained Variance Score Train: 0.322 AUC Validation: 0.649, Explained Variance Score Validation: 0.088 AUC Test: 0.754, Explained Variance Score Test: 0.257 Bootstrap CV 92, alpha = (3000, 2, 1), R^2 train: 0.592, R^2 test: 0.032 Bootstrap CV 92, alpha = (3000, 2, 2), R^2 train: 0.463, R^2 test: 0.091 Bootstrap CV 92, alpha = (3000, 2, 5), R^2 train: 0.340, R^2 test: 0.108 Bootstrap CV 92, alpha = (3000, 2, 7), R^2 train: 0.316, R^2 test: 0.113 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.817, Explained Variance Score Train: 0.316 AUC Validation: 0.728, Explained Variance Score Validation: 0.113 AUC Test: 0.768, Explained Variance Score Test: 0.288 Bootstrap CV 86, alpha = (3000, 2, 1), R^2 train: 0.770, R^2 test: -0.438 Bootstrap CV 86, alpha = (3000, 2, 2), R^2 train: 0.618, R^2 test: -0.269 Bootstrap CV 86, alpha = (3000, 2, 5), R^2 train: 0.439, R^2 test: -0.117 Bootstrap CV 86, alpha = (3000, 2, 7), R^2 train: 0.411, R^2 test: -0.096 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.846, Explained Variance Score Train: 0.411 AUC Validation: 0.609, Explained Variance Score Validation: -0.087 AUC Test: 0.771, Explained Variance Score Test: 0.278 Bootstrap CV 82, alpha = (3000, 2, 1), R^2 train: 0.615, R^2 test: 0.213 Bootstrap CV 82, alpha = (3000, 2, 2), R^2 train: 0.499, R^2 test: 0.279 Bootstrap CV 82, alpha = (3000, 2, 5), R^2 train: 0.349, R^2 test: 0.308 Bootstrap CV 82, alpha = (3000, 2, 7), R^2 train: 0.301, R^2 test: 0.323 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.799, Explained Variance Score Train: 0.301 AUC Validation: 0.824, Explained Variance Score Validation: 0.331 AUC Test: 0.761, Explained Variance Score Test: 0.293 Bootstrap CV 91, alpha = (3000, 2, 1), R^2 train: 0.619, R^2 test: -0.036 Bootstrap CV 91, alpha = (3000, 2, 2), R^2 train: 0.519, R^2 test: 0.017 Bootstrap CV 91, alpha = (3000, 2, 5), R^2 train: 0.419, R^2 test: 0.094 Bootstrap CV 91, alpha = (3000, 2, 7), R^2 train: 0.391, R^2 test: 0.101 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.817, Explained Variance Score Train: 0.391 AUC Validation: 0.729, Explained Variance Score Validation: 0.103 AUC Test: 0.771, Explained Variance Score Test: 0.275 Bootstrap CV 88, alpha = (3000, 2, 1), R^2 train: 0.592, R^2 test: 0.016 Bootstrap CV 88, alpha = (3000, 2, 2), R^2 train: 0.455, R^2 test: 0.237 Bootstrap CV 88, alpha = (3000, 2, 5), R^2 train: 0.350, R^2 test: 0.275 Bootstrap CV 88, alpha = (3000, 2, 7), R^2 train: 0.308, R^2 test: 0.283 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.825, Explained Variance Score Train: 0.308 AUC Validation: 0.792, Explained Variance Score Validation: 0.285 AUC Test: 0.770, Explained Variance Score Test: 0.270 Bootstrap CV 94, alpha = (3000, 2, 1), R^2 train: 0.616, R^2 test: -0.105 Bootstrap CV 94, alpha = (3000, 2, 2), R^2 train: 0.440, R^2 test: 0.106 Bootstrap CV 94, alpha = (3000, 2, 5), R^2 train: 0.286, R^2 test: 0.208 Bootstrap CV 94, alpha = (3000, 2, 7), R^2 train: 0.260, R^2 test: 0.229 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.789, Explained Variance Score Train: 0.260 AUC Validation: 0.783, Explained Variance Score Validation: 0.237 AUC Test: 0.780, Explained Variance Score Test: 0.285 Bootstrap CV 95, alpha = (3000, 2, 1), R^2 train: 0.656, R^2 test: 0.007 Bootstrap CV 95, alpha = (3000, 2, 2), R^2 train: 0.482, R^2 test: 0.200 Bootstrap CV 95, alpha = (3000, 2, 5), R^2 train: 0.350, R^2 test: 0.283 Bootstrap CV 95, alpha = (3000, 2, 7), R^2 train: 0.315, R^2 test: 0.286 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.825, Explained Variance Score Train: 0.315 AUC Validation: 0.904, Explained Variance Score Validation: 0.347 AUC Test: 0.777, Explained Variance Score Test: 0.293 Bootstrap CV 87, alpha = (3000, 2, 1), R^2 train: 0.750, R^2 test: -0.203 Bootstrap CV 87, alpha = (3000, 2, 2), R^2 train: 0.545, R^2 test: -0.040 Bootstrap CV 87, alpha = (3000, 2, 5), R^2 train: 0.377, R^2 test: -0.030 Bootstrap CV 87, alpha = (3000, 2, 7), R^2 train: 0.349, R^2 test: 0.014 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.823, Explained Variance Score Train: 0.349 AUC Validation: 0.632, Explained Variance Score Validation: 0.069 AUC Test: 0.772, Explained Variance Score Test: 0.252 Bootstrap CV 84, alpha = (3000, 2, 1), R^2 train: 0.774, R^2 test: -0.091 Bootstrap CV 84, alpha = (3000, 2, 2), R^2 train: 0.612, R^2 test: -0.012 Bootstrap CV 84, alpha = (3000, 2, 5), R^2 train: 0.457, R^2 test: 0.029 Bootstrap CV 84, alpha = (3000, 2, 7), R^2 train: 0.412, R^2 test: 0.049 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.845, Explained Variance Score Train: 0.412 AUC Validation: 0.632, Explained Variance Score Validation: 0.063 AUC Test: 0.764, Explained Variance Score Test: 0.278 Bootstrap CV 80, alpha = (3000, 2, 1), R^2 train: 0.734, R^2 test: 0.111 Bootstrap CV 80, alpha = (3000, 2, 2), R^2 train: 0.567, R^2 test: 0.165 Bootstrap CV 80, alpha = (3000, 2, 5), R^2 train: 0.421, R^2 test: 0.218 Bootstrap CV 80, alpha = (3000, 2, 7), R^2 train: 0.378, R^2 test: 0.243 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.826, Explained Variance Score Train: 0.378 AUC Validation: 0.783, Explained Variance Score Validation: 0.246 AUC Test: 0.749, Explained Variance Score Test: 0.267 Bootstrap CV 90, alpha = (3000, 2, 1), R^2 train: 0.589, R^2 test: 0.152 Bootstrap CV 90, alpha = (3000, 2, 2), R^2 train: 0.460, R^2 test: 0.194 Bootstrap CV 90, alpha = (3000, 2, 5), R^2 train: 0.275, R^2 test: 0.238 Bootstrap CV 90, alpha = (3000, 2, 7), R^2 train: 0.239, R^2 test: 0.235 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.729, Explained Variance Score Train: 0.239 AUC Validation: 0.724, Explained Variance Score Validation: 0.243 AUC Test: 0.743, Explained Variance Score Test: 0.242 Bootstrap CV 93, alpha = (3000, 2, 1), R^2 train: 0.616, R^2 test: -0.050 Bootstrap CV 93, alpha = (3000, 2, 2), R^2 train: 0.424, R^2 test: 0.109 Bootstrap CV 93, alpha = (3000, 2, 5), R^2 train: 0.279, R^2 test: 0.207 Bootstrap CV 93, alpha = (3000, 2, 7), R^2 train: 0.233, R^2 test: 0.268 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.707, Explained Variance Score Train: 0.233 AUC Validation: 0.753, Explained Variance Score Validation: 0.269 AUC Test: 0.760, Explained Variance Score Test: 0.266 Running batch 7 of 7 with 4 nodes Bootstrap CV 99, alpha = (3000, 2, 1), R^2 train: 0.636, R^2 test: -0.038 Bootstrap CV 99, alpha = (3000, 2, 2), R^2 train: 0.435, R^2 test: 0.128 Bootstrap CV 99, alpha = (3000, 2, 5), R^2 train: 0.278, R^2 test: 0.225 Bootstrap CV 99, alpha = (3000, 2, 7), R^2 train: 0.249, R^2 test: 0.244 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.764, Explained Variance Score Train: 0.249 AUC Validation: 0.768, Explained Variance Score Validation: 0.244 AUC Test: 0.748, Explained Variance Score Test: 0.253 Bootstrap CV 98, alpha = (3000, 2, 1), R^2 train: 0.701, R^2 test: -0.396 Bootstrap CV 98, alpha = (3000, 2, 2), R^2 train: 0.571, R^2 test: -0.198 Bootstrap CV 98, alpha = (3000, 2, 5), R^2 train: 0.406, R^2 test: -0.071 Bootstrap CV 98, alpha = (3000, 2, 7), R^2 train: 0.348, R^2 test: 0.006 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.823, Explained Variance Score Train: 0.348 AUC Validation: 0.720, Explained Variance Score Validation: 0.008 AUC Test: 0.748, Explained Variance Score Test: 0.173 Bootstrap CV 97, alpha = (3000, 2, 1), R^2 train: 0.681, R^2 test: -0.025 Bootstrap CV 97, alpha = (3000, 2, 2), R^2 train: 0.494, R^2 test: 0.096 Bootstrap CV 97, alpha = (3000, 2, 5), R^2 train: 0.372, R^2 test: 0.173 Bootstrap CV 97, alpha = (3000, 2, 7), R^2 train: 0.320, R^2 test: 0.194 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.781, Explained Variance Score Train: 0.320 AUC Validation: 0.651, Explained Variance Score Validation: 0.195 AUC Test: 0.760, Explained Variance Score Test: 0.227 Bootstrap CV 96, alpha = (3000, 2, 1), R^2 train: 0.682, R^2 test: 0.141 Bootstrap CV 96, alpha = (3000, 2, 2), R^2 train: 0.524, R^2 test: 0.178 Bootstrap CV 96, alpha = (3000, 2, 5), R^2 train: 0.348, R^2 test: 0.158 Bootstrap CV 96, alpha = (3000, 2, 7), R^2 train: 0.308, R^2 test: 0.140 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.811, Explained Variance Score Train: 0.308 AUC Validation: 0.779, Explained Variance Score Validation: 0.159 AUC Test: 0.774, Explained Variance Score Test: 0.279 total Variables 1 and total subjects: 1751 ->AUC validation: 0.732 95% CI: [0.720 , 0.743] ->AUC test: 0.761 95% CI: [0.758 , 0.763] ->R^2 validation: 0.174 95% CI: [0.152 , 0.195] ->R^2 test: 0.261 95% CI: [0.257 , 0.266] ->Explained Variance validation: 0.161 95% CI: [0.138 , 0.185] ->Explained Variance test: 0.258 95% CI: [0.253 , 0.263] Test set metrics: @threshold:2.721, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:1.721, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:1.702, sens:0.108, spec:0.985, ppv:0.692, acc:0.777, f1:0.188, mcc:0.060, total+:13, total-:337 @threshold:1.694, sens:0.108, spec:0.981, ppv:0.643, acc:0.774, f1:0.186, mcc:0.045, total+:14, total-:336 @threshold:1.165, sens:0.133, spec:0.978, ppv:0.647, acc:0.777, f1:0.220, mcc:0.041, total+:17, total-:333 @threshold:0.873, sens:0.145, spec:0.978, ppv:0.667, acc:0.780, f1:0.238, mcc:0.045, total+:18, total-:332 @threshold:0.873, sens:0.157, spec:0.974, ppv:0.650, acc:0.780, f1:0.252, mcc:0.039, total+:20, total-:330 @threshold:0.872, sens:0.169, spec:0.974, ppv:0.667, acc:0.783, f1:0.269, mcc:0.042, total+:21, total-:329 @threshold:0.863, sens:0.193, spec:0.970, ppv:0.667, acc:0.786, f1:0.299, mcc:0.039, total+:24, total-:326 @threshold:0.860, sens:0.205, spec:0.970, ppv:0.680, acc:0.789, f1:0.315, mcc:0.041, total+:25, total-:325 @threshold:0.841, sens:0.229, spec:0.966, ppv:0.679, acc:0.791, f1:0.342, mcc:0.039, total+:28, total-:322 @threshold:0.840, sens:0.241, spec:0.966, ppv:0.690, acc:0.794, f1:0.357, mcc:0.040, total+:29, total-:321 @threshold:0.840, sens:0.241, spec:0.963, ppv:0.667, acc:0.791, f1:0.354, mcc:0.035, total+:30, total-:320 @threshold:0.797, sens:0.265, spec:0.955, ppv:0.647, acc:0.791, f1:0.376, mcc:0.030, total+:34, total-:316 @threshold:0.785, sens:0.289, spec:0.955, ppv:0.667, acc:0.797, f1:0.403, mcc:0.032, total+:36, total-:314 @threshold:0.784, sens:0.301, spec:0.955, ppv:0.676, acc:0.800, f1:0.417, mcc:0.033, total+:37, total-:313 @threshold:0.755, sens:0.313, spec:0.951, ppv:0.667, acc:0.800, f1:0.426, mcc:0.031, total+:39, total-:311 @threshold:0.738, sens:0.325, spec:0.944, ppv:0.643, acc:0.797, f1:0.432, mcc:0.027, total+:42, total-:308 @threshold:0.676, sens:0.325, spec:0.936, ppv:0.614, acc:0.791, f1:0.425, mcc:0.023, total+:44, total-:306 @threshold:0.661, sens:0.349, spec:0.933, ppv:0.617, acc:0.794, f1:0.446, mcc:0.022, total+:47, total-:303 @threshold:0.658, sens:0.361, spec:0.933, ppv:0.625, acc:0.797, f1:0.458, mcc:0.023, total+:48, total-:302 @threshold:0.594, sens:0.361, spec:0.925, ppv:0.600, acc:0.791, f1:0.451, mcc:0.020, total+:50, total-:300 @threshold:0.591, sens:0.386, spec:0.918, ppv:0.593, acc:0.791, f1:0.467, mcc:0.019, total+:54, total-:296 @threshold:0.566, sens:0.386, spec:0.914, ppv:0.582, acc:0.789, f1:0.464, mcc:0.017, total+:55, total-:295 @threshold:0.521, sens:0.398, spec:0.895, ppv:0.541, acc:0.777, f1:0.458, mcc:0.014, total+:61, total-:289 @threshold:0.517, sens:0.410, spec:0.895, ppv:0.548, acc:0.780, f1:0.469, mcc:0.014, total+:62, total-:288 @threshold:0.511, sens:0.422, spec:0.891, ppv:0.547, acc:0.780, f1:0.476, mcc:0.014, total+:64, total-:286 @threshold:0.445, sens:0.434, spec:0.891, ppv:0.554, acc:0.783, f1:0.486, mcc:0.014, total+:65, total-:285 @threshold:0.445, sens:0.446, spec:0.884, ppv:0.544, acc:0.780, f1:0.490, mcc:0.013, total+:68, total-:282 @threshold:0.444, sens:0.446, spec:0.880, ppv:0.536, acc:0.777, f1:0.487, mcc:0.013, total+:69, total-:281 @threshold:0.442, sens:0.458, spec:0.873, ppv:0.528, acc:0.774, f1:0.490, mcc:0.012, total+:72, total-:278 @threshold:0.405, sens:0.458, spec:0.869, ppv:0.521, acc:0.771, f1:0.487, mcc:0.011, total+:73, total-:277 @threshold:0.372, sens:0.470, spec:0.865, ppv:0.520, acc:0.771, f1:0.494, mcc:0.011, total+:75, total-:275 @threshold:0.371, sens:0.482, spec:0.865, ppv:0.526, acc:0.774, f1:0.503, mcc:0.012, total+:76, total-:274 @threshold:0.371, sens:0.482, spec:0.861, ppv:0.519, acc:0.771, f1:0.500, mcc:0.011, total+:77, total-:273 @threshold:0.370, sens:0.482, spec:0.854, ppv:0.506, acc:0.766, f1:0.494, mcc:0.010, total+:79, total-:271 @threshold:0.369, sens:0.494, spec:0.850, ppv:0.506, acc:0.766, f1:0.500, mcc:0.010, total+:81, total-:269 @threshold:0.367, sens:0.494, spec:0.846, ppv:0.500, acc:0.763, f1:0.497, mcc:0.010, total+:82, total-:268 @threshold:0.367, sens:0.506, spec:0.839, ppv:0.494, acc:0.760, f1:0.500, mcc:0.009, total+:85, total-:265 @threshold:0.367, sens:0.518, spec:0.828, ppv:0.483, acc:0.754, f1:0.500, mcc:0.009, total+:89, total-:261 @threshold:0.343, sens:0.530, spec:0.824, ppv:0.484, acc:0.754, f1:0.506, mcc:0.009, total+:91, total-:259 @threshold:0.341, sens:0.542, spec:0.824, ppv:0.489, acc:0.757, f1:0.514, mcc:0.009, total+:92, total-:258 @threshold:0.340, sens:0.578, spec:0.816, ppv:0.495, acc:0.760, f1:0.533, mcc:0.009, total+:97, total-:253 @threshold:0.322, sens:0.578, spec:0.813, ppv:0.490, acc:0.757, f1:0.530, mcc:0.009, total+:98, total-:252 @threshold:0.217, sens:0.578, spec:0.787, ppv:0.457, acc:0.737, f1:0.511, mcc:0.007, total+:105, total-:245 @threshold:0.200, sens:0.578, spec:0.783, ppv:0.453, acc:0.734, f1:0.508, mcc:0.007, total+:106, total-:244 @threshold:0.192, sens:0.590, spec:0.772, ppv:0.445, acc:0.729, f1:0.508, mcc:0.007, total+:110, total-:240 @threshold:0.190, sens:0.590, spec:0.768, ppv:0.441, acc:0.726, f1:0.505, mcc:0.007, total+:111, total-:239 @threshold:0.187, sens:0.602, spec:0.768, ppv:0.446, acc:0.729, f1:0.513, mcc:0.007, total+:112, total-:238 @threshold:0.144, sens:0.602, spec:0.764, ppv:0.442, acc:0.726, f1:0.510, mcc:0.007, total+:113, total-:237 @threshold:0.123, sens:0.614, spec:0.760, ppv:0.443, acc:0.726, f1:0.515, mcc:0.007, total+:115, total-:235 @threshold:0.120, sens:0.614, spec:0.749, ppv:0.432, acc:0.717, f1:0.507, mcc:0.006, total+:118, total-:232 @threshold:0.118, sens:0.627, spec:0.749, ppv:0.437, acc:0.720, f1:0.515, mcc:0.006, total+:119, total-:231 @threshold:0.118, sens:0.639, spec:0.745, ppv:0.438, acc:0.720, f1:0.520, mcc:0.006, total+:121, total-:229 @threshold:0.116, sens:0.663, spec:0.742, ppv:0.444, acc:0.723, f1:0.531, mcc:0.006, total+:124, total-:226 @threshold:0.116, sens:0.663, spec:0.734, ppv:0.437, acc:0.717, f1:0.526, mcc:0.006, total+:126, total-:224 @threshold:0.098, sens:0.663, spec:0.730, ppv:0.433, acc:0.714, f1:0.524, mcc:0.006, total+:127, total-:223 @threshold:0.091, sens:0.675, spec:0.715, ppv:0.424, acc:0.706, f1:0.521, mcc:0.006, total+:132, total-:218 @threshold:0.090, sens:0.687, spec:0.715, ppv:0.429, acc:0.709, f1:0.528, mcc:0.006, total+:133, total-:217 @threshold:-0.043, sens:0.687, spec:0.712, ppv:0.425, acc:0.706, f1:0.525, mcc:0.006, total+:134, total-:216 @threshold:-0.062, sens:0.687, spec:0.704, ppv:0.419, acc:0.700, f1:0.521, mcc:0.005, total+:136, total-:214 @threshold:-0.135, sens:0.880, spec:0.479, ppv:0.344, acc:0.574, f1:0.495, mcc:0.003, total+:212, total-:138 @threshold:-0.143, sens:0.880, spec:0.464, ppv:0.338, acc:0.563, f1:0.488, mcc:0.003, total+:216, total-:134 @threshold:-0.177, sens:0.880, spec:0.434, ppv:0.326, acc:0.540, f1:0.476, mcc:0.003, total+:224, total-:126 @threshold:-0.183, sens:0.880, spec:0.431, ppv:0.324, acc:0.537, f1:0.474, mcc:0.003, total+:225, total-:125 @threshold:-0.187, sens:0.892, spec:0.427, ppv:0.326, acc:0.537, f1:0.477, mcc:0.003, total+:227, total-:123 @threshold:-0.188, sens:0.892, spec:0.423, ppv:0.325, acc:0.534, f1:0.476, mcc:0.003, total+:228, total-:122 @threshold:-0.189, sens:0.892, spec:0.416, ppv:0.322, acc:0.529, f1:0.473, mcc:0.003, total+:230, total-:120 @threshold:-0.189, sens:0.892, spec:0.412, ppv:0.320, acc:0.526, f1:0.471, mcc:0.003, total+:231, total-:119 @threshold:-0.190, sens:0.916, spec:0.404, ppv:0.323, acc:0.526, f1:0.478, mcc:0.003, total+:235, total-:115 @threshold:-0.195, sens:0.916, spec:0.401, ppv:0.322, acc:0.523, f1:0.476, mcc:0.003, total+:236, total-:114 @threshold:-0.292, sens:0.928, spec:0.386, ppv:0.320, acc:0.514, f1:0.475, mcc:0.003, total+:241, total-:109 @threshold:-0.293, sens:0.928, spec:0.382, ppv:0.318, acc:0.511, f1:0.474, mcc:0.003, total+:242, total-:108 @threshold:-0.392, sens:0.940, spec:0.348, ppv:0.310, acc:0.489, f1:0.466, mcc:0.003, total+:252, total-:98 @threshold:-0.392, sens:0.940, spec:0.345, ppv:0.308, acc:0.486, f1:0.464, mcc:0.003, total+:253, total-:97 @threshold:-0.398, sens:0.940, spec:0.333, ppv:0.305, acc:0.477, f1:0.460, mcc:0.003, total+:256, total-:94 @threshold:-0.398, sens:0.940, spec:0.330, ppv:0.304, acc:0.474, f1:0.459, mcc:0.003, total+:257, total-:93 @threshold:-0.416, sens:0.940, spec:0.322, ppv:0.301, acc:0.469, f1:0.456, mcc:0.003, total+:259, total-:91 @threshold:-0.441, sens:0.940, spec:0.318, ppv:0.300, acc:0.466, f1:0.455, mcc:0.003, total+:260, total-:90 @threshold:-0.445, sens:0.940, spec:0.311, ppv:0.298, acc:0.460, f1:0.452, mcc:0.002, total+:262, total-:88 @threshold:-0.463, sens:0.952, spec:0.285, ppv:0.293, acc:0.443, f1:0.448, mcc:0.002, total+:270, total-:80 @threshold:-0.466, sens:0.952, spec:0.281, ppv:0.292, acc:0.440, f1:0.446, mcc:0.002, total+:271, total-:79 @threshold:-0.496, sens:0.952, spec:0.273, ppv:0.289, acc:0.434, f1:0.444, mcc:0.002, total+:273, total-:77 @threshold:-0.526, sens:0.964, spec:0.258, ppv:0.288, acc:0.426, f1:0.443, mcc:0.002, total+:278, total-:72 @threshold:-0.527, sens:0.964, spec:0.255, ppv:0.287, acc:0.423, f1:0.442, mcc:0.002, total+:279, total-:71 @threshold:-0.533, sens:0.964, spec:0.243, ppv:0.284, acc:0.414, f1:0.438, mcc:0.002, total+:282, total-:68 @threshold:-0.543, sens:0.964, spec:0.240, ppv:0.283, acc:0.411, f1:0.437, mcc:0.002, total+:283, total-:67 @threshold:-0.552, sens:0.976, spec:0.225, ppv:0.281, acc:0.403, f1:0.437, mcc:0.002, total+:288, total-:62 @threshold:-0.628, sens:0.976, spec:0.202, ppv:0.276, acc:0.386, f1:0.430, mcc:0.002, total+:294, total-:56 @threshold:-0.663, sens:0.976, spec:0.199, ppv:0.275, acc:0.383, f1:0.429, mcc:0.002, total+:295, total-:55 @threshold:-0.678, sens:0.976, spec:0.191, ppv:0.273, acc:0.377, f1:0.426, mcc:0.002, total+:297, total-:53 @threshold:-0.696, sens:0.976, spec:0.176, ppv:0.269, acc:0.366, f1:0.422, mcc:0.002, total+:301, total-:49 @threshold:-0.713, sens:0.976, spec:0.172, ppv:0.268, acc:0.363, f1:0.421, mcc:0.002, total+:302, total-:48 @threshold:-0.722, sens:0.976, spec:0.139, ppv:0.260, acc:0.337, f1:0.411, mcc:0.002, total+:311, total-:39 @threshold:-0.723, sens:0.976, spec:0.135, ppv:0.260, acc:0.334, f1:0.410, mcc:0.002, total+:312, total-:38 @threshold:-0.725, sens:0.976, spec:0.120, ppv:0.256, acc:0.323, f1:0.406, mcc:0.002, total+:316, total-:34 @threshold:-0.727, sens:0.976, spec:0.116, ppv:0.256, acc:0.320, f1:0.405, mcc:0.002, total+:317, total-:33 @threshold:-0.728, sens:0.988, spec:0.097, ppv:0.254, acc:0.309, f1:0.404, mcc:0.002, total+:323, total-:27 @threshold:-0.728, sens:1.000, spec:0.097, ppv:0.256, acc:0.311, f1:0.408, mcc:0.002, total+:324, total-:26 @threshold:-0.728, sens:1.000, spec:0.094, ppv:0.255, acc:0.309, f1:0.407, mcc:0.002, total+:325, total-:25 @threshold:-0.893, sens:1.000, spec:0.086, ppv:0.254, acc:0.303, f1:0.405, mcc:0.002, total+:327, total-:23 * Vital: Wt for Length ZScore-avg19to24 | coef 1.000 95% CI: [1.000 , 1.000] | OR_adj 2.718 [2.718 2.718] | occ: 1392 | OR_unadj: 4.002 [3.155 5.076] | indivs AUC:0.774 Correlated most with: Vital : 1.0 Time to run analysis 0:06:01.420956 Total Time elapsed 5:45:51.334627 ----------------------------------------------------- boys no_min wfl_19_24 gradientboost regression Running batch 1 of 7 with 16 nodes Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.490, R^2 test: 0.152 Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.490, R^2 test: 0.152 Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.490, R^2 test: 0.152 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.874, Explained Variance Score Train: 0.516 AUC Validation: 0.703, Explained Variance Score Validation: 0.183 AUC Test: 0.738, Explained Variance Score Test: 0.210 Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.421, R^2 test: 0.034 Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.421, R^2 test: 0.034 Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.421, R^2 test: 0.034 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.849, Explained Variance Score Train: 0.439 AUC Validation: 0.596, Explained Variance Score Validation: 0.034 AUC Test: 0.740, Explained Variance Score Test: 0.210 Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.271, R^2 test: 0.155 Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.271, R^2 test: 0.155 Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.271, R^2 test: 0.155 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.819, Explained Variance Score Train: 0.299 AUC Validation: 0.794, Explained Variance Score Validation: 0.174 AUC Test: 0.754, Explained Variance Score Test: 0.223 Bootstrap CV 14, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.337, R^2 test: 0.097 Bootstrap CV 14, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.337, R^2 test: 0.097 Bootstrap CV 14, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.337, R^2 test: 0.097 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.816, Explained Variance Score Train: 0.363 AUC Validation: 0.750, Explained Variance Score Validation: 0.115 AUC Test: 0.717, Explained Variance Score Test: 0.170 Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.334, R^2 test: 0.193 Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.370, R^2 test: 0.187 Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.370, R^2 test: 0.187 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.848, Explained Variance Score Train: 0.365 AUC Validation: 0.771, Explained Variance Score Validation: 0.206 AUC Test: 0.725, Explained Variance Score Test: 0.229 Bootstrap CV 10, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.276, R^2 test: 0.205 Bootstrap CV 10, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.276, R^2 test: 0.205 Bootstrap CV 10, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.276, R^2 test: 0.205 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.790, Explained Variance Score Train: 0.318 AUC Validation: 0.780, Explained Variance Score Validation: 0.212 AUC Test: 0.702, Explained Variance Score Test: 0.202 Bootstrap CV 11, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.197, R^2 test: 0.231 Bootstrap CV 11, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.197, R^2 test: 0.231 Bootstrap CV 11, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.197, R^2 test: 0.231 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.828, Explained Variance Score Train: 0.248 AUC Validation: 0.726, Explained Variance Score Validation: 0.234 AUC Test: 0.725, Explained Variance Score Test: 0.186 Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.303, R^2 test: 0.140 Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.319, R^2 test: 0.192 Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.321, R^2 test: 0.192 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.768, Explained Variance Score Train: 0.341 AUC Validation: 0.791, Explained Variance Score Validation: 0.147 AUC Test: 0.699, Explained Variance Score Test: 0.197 Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.422, R^2 test: 0.251 Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.422, R^2 test: 0.251 Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.422, R^2 test: 0.251 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.892, Explained Variance Score Train: 0.444 AUC Validation: 0.744, Explained Variance Score Validation: 0.261 AUC Test: 0.739, Explained Variance Score Test: 0.265 Bootstrap CV 15, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.301, R^2 test: 0.305 Bootstrap CV 15, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.301, R^2 test: 0.305 Bootstrap CV 15, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.301, R^2 test: 0.305 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.748, Explained Variance Score Train: 0.334 AUC Validation: 0.823, Explained Variance Score Validation: 0.328 AUC Test: 0.737, Explained Variance Score Test: 0.218 Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.291, R^2 test: 0.107 Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.299, R^2 test: 0.105 Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.368, R^2 test: 0.037 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.786, Explained Variance Score Train: 0.318 AUC Validation: 0.794, Explained Variance Score Validation: 0.110 AUC Test: 0.726, Explained Variance Score Test: 0.209 Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.395, R^2 test: 0.104 Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.395, R^2 test: 0.104 Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.395, R^2 test: 0.104 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.815, Explained Variance Score Train: 0.414 AUC Validation: 0.709, Explained Variance Score Validation: 0.120 AUC Test: 0.775, Explained Variance Score Test: 0.265 Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.435, R^2 test: 0.058 Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.436, R^2 test: 0.058 Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.436, R^2 test: 0.058 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.867, Explained Variance Score Train: 0.450 AUC Validation: 0.668, Explained Variance Score Validation: 0.100 AUC Test: 0.713, Explained Variance Score Test: 0.169 Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.566, R^2 test: -0.070 Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.568, R^2 test: -0.075 Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.571, R^2 test: -0.077 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.910, Explained Variance Score Train: 0.582 AUC Validation: 0.509, Explained Variance Score Validation: -0.005 AUC Test: 0.711, Explained Variance Score Test: 0.192 Bootstrap CV 12, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.360, R^2 test: 0.053 Bootstrap CV 12, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.360, R^2 test: 0.053 Bootstrap CV 12, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.360, R^2 test: 0.053 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.827, Explained Variance Score Train: 0.373 AUC Validation: 0.661, Explained Variance Score Validation: 0.082 AUC Test: 0.752, Explained Variance Score Test: 0.225 Bootstrap CV 13, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.366, R^2 test: -0.053 Bootstrap CV 13, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.396, R^2 test: -0.076 Bootstrap CV 13, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.408, R^2 test: -0.081 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.803, Explained Variance Score Train: 0.397 AUC Validation: 0.616, Explained Variance Score Validation: 0.067 AUC Test: 0.707, Explained Variance Score Test: 0.126 Running batch 2 of 7 with 16 nodes Bootstrap CV 20, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.293, R^2 test: 0.185 Bootstrap CV 20, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.293, R^2 test: 0.185 Bootstrap CV 20, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.293, R^2 test: 0.185 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.803, Explained Variance Score Train: 0.321 AUC Validation: 0.727, Explained Variance Score Validation: 0.191 AUC Test: 0.740, Explained Variance Score Test: 0.195 Bootstrap CV 22, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.355, R^2 test: 0.112 Bootstrap CV 22, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.355, R^2 test: 0.112 Bootstrap CV 22, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.355, R^2 test: 0.112 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.823, Explained Variance Score Train: 0.379 AUC Validation: 0.737, Explained Variance Score Validation: 0.166 AUC Test: 0.749, Explained Variance Score Test: 0.206 Bootstrap CV 27, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.299, R^2 test: 0.083 Bootstrap CV 27, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.300, R^2 test: 0.080 Bootstrap CV 27, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.301, R^2 test: 0.080 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.786, Explained Variance Score Train: 0.349 AUC Validation: 0.713, Explained Variance Score Validation: 0.112 AUC Test: 0.760, Explained Variance Score Test: 0.112 Bootstrap CV 25, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.345, R^2 test: 0.052 Bootstrap CV 25, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.345, R^2 test: 0.052 Bootstrap CV 25, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.345, R^2 test: 0.052 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.852, Explained Variance Score Train: 0.375 AUC Validation: 0.762, Explained Variance Score Validation: 0.158 AUC Test: 0.753, Explained Variance Score Test: 0.230 Bootstrap CV 18, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.403, R^2 test: 0.065 Bootstrap CV 18, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.404, R^2 test: 0.063 Bootstrap CV 18, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.404, R^2 test: 0.063 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.789, Explained Variance Score Train: 0.432 AUC Validation: 0.692, Explained Variance Score Validation: 0.090 AUC Test: 0.726, Explained Variance Score Test: 0.215 Bootstrap CV 24, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.326, R^2 test: 0.056 Bootstrap CV 24, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.326, R^2 test: 0.056 Bootstrap CV 24, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.326, R^2 test: 0.056 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.804, Explained Variance Score Train: 0.343 AUC Validation: 0.758, Explained Variance Score Validation: 0.084 AUC Test: 0.752, Explained Variance Score Test: 0.240 Bootstrap CV 17, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.225, R^2 test: 0.095 Bootstrap CV 17, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.225, R^2 test: 0.095 Bootstrap CV 17, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.225, R^2 test: 0.095 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.775, Explained Variance Score Train: 0.270 AUC Validation: 0.698, Explained Variance Score Validation: 0.096 AUC Test: 0.753, Explained Variance Score Test: 0.247 Bootstrap CV 26, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.351, R^2 test: -0.065 Bootstrap CV 26, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.358, R^2 test: -0.067 Bootstrap CV 26, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.358, R^2 test: -0.067 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.807, Explained Variance Score Train: 0.399 AUC Validation: 0.614, Explained Variance Score Validation: -0.053 AUC Test: 0.750, Explained Variance Score Test: 0.241 Bootstrap CV 19, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.277, R^2 test: 0.061 Bootstrap CV 19, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.277, R^2 test: 0.061 Bootstrap CV 19, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.277, R^2 test: 0.061 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.816, Explained Variance Score Train: 0.321 AUC Validation: 0.710, Explained Variance Score Validation: 0.118 AUC Test: 0.721, Explained Variance Score Test: 0.223 Bootstrap CV 28, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.269, R^2 test: 0.155 Bootstrap CV 28, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.269, R^2 test: 0.155 Bootstrap CV 28, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.269, R^2 test: 0.155 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.757, Explained Variance Score Train: 0.291 AUC Validation: 0.808, Explained Variance Score Validation: 0.178 AUC Test: 0.722, Explained Variance Score Test: 0.177 Bootstrap CV 29, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.442, R^2 test: 0.037 Bootstrap CV 29, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.443, R^2 test: 0.037 Bootstrap CV 29, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.443, R^2 test: 0.037 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.867, Explained Variance Score Train: 0.451 AUC Validation: 0.666, Explained Variance Score Validation: 0.066 AUC Test: 0.759, Explained Variance Score Test: 0.236 Bootstrap CV 30, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.317, R^2 test: 0.178 Bootstrap CV 30, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.317, R^2 test: 0.178 Bootstrap CV 30, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.317, R^2 test: 0.178 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.805, Explained Variance Score Train: 0.344 AUC Validation: 0.711, Explained Variance Score Validation: 0.239 AUC Test: 0.728, Explained Variance Score Test: 0.169 Bootstrap CV 16, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.321, R^2 test: 0.190 Bootstrap CV 16, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.322, R^2 test: 0.189 Bootstrap CV 16, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.322, R^2 test: 0.188 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.835, Explained Variance Score Train: 0.376 AUC Validation: 0.650, Explained Variance Score Validation: 0.245 AUC Test: 0.748, Explained Variance Score Test: 0.180 Bootstrap CV 23, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.278, R^2 test: 0.187 Bootstrap CV 23, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.278, R^2 test: 0.187 Bootstrap CV 23, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.278, R^2 test: 0.187 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.813, Explained Variance Score Train: 0.299 AUC Validation: 0.779, Explained Variance Score Validation: 0.206 AUC Test: 0.763, Explained Variance Score Test: 0.252 Bootstrap CV 21, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.306, R^2 test: 0.094 Bootstrap CV 21, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.306, R^2 test: 0.094 Bootstrap CV 21, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.306, R^2 test: 0.094 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.808, Explained Variance Score Train: 0.355 AUC Validation: 0.778, Explained Variance Score Validation: 0.126 AUC Test: 0.742, Explained Variance Score Test: 0.225 Bootstrap CV 31, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.284, R^2 test: 0.028 Bootstrap CV 31, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.284, R^2 test: 0.028 Bootstrap CV 31, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.284, R^2 test: 0.028 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.789, Explained Variance Score Train: 0.304 AUC Validation: 0.722, Explained Variance Score Validation: 0.088 AUC Test: 0.738, Explained Variance Score Test: 0.203 Running batch 3 of 7 with 16 nodes Bootstrap CV 34, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.227, R^2 test: 0.070 Bootstrap CV 34, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.227, R^2 test: 0.070 Bootstrap CV 34, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.227, R^2 test: 0.070 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.780, Explained Variance Score Train: 0.273 AUC Validation: 0.782, Explained Variance Score Validation: 0.156 AUC Test: 0.734, Explained Variance Score Test: 0.195 Bootstrap CV 33, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.184, R^2 test: 0.005 Bootstrap CV 33, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.184, R^2 test: 0.005 Bootstrap CV 33, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.184, R^2 test: 0.005 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.822, Explained Variance Score Train: 0.222 AUC Validation: 0.714, Explained Variance Score Validation: 0.070 AUC Test: 0.694, Explained Variance Score Test: 0.107 Bootstrap CV 42, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.429, R^2 test: 0.055 Bootstrap CV 42, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.429, R^2 test: 0.055 Bootstrap CV 42, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.429, R^2 test: 0.055 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.890, Explained Variance Score Train: 0.454 AUC Validation: 0.611, Explained Variance Score Validation: 0.076 AUC Test: 0.737, Explained Variance Score Test: 0.218 Bootstrap CV 38, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.532, R^2 test: 0.100 Bootstrap CV 38, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.532, R^2 test: 0.100 Bootstrap CV 38, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.532, R^2 test: 0.100 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.853, Explained Variance Score Train: 0.558 AUC Validation: 0.741, Explained Variance Score Validation: 0.116 AUC Test: 0.730, Explained Variance Score Test: 0.214 Bootstrap CV 32, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.278, R^2 test: 0.111 Bootstrap CV 32, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.278, R^2 test: 0.111 Bootstrap CV 32, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.278, R^2 test: 0.111 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.837, Explained Variance Score Train: 0.307 AUC Validation: 0.681, Explained Variance Score Validation: 0.161 AUC Test: 0.741, Explained Variance Score Test: 0.231 Bootstrap CV 36, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.438, R^2 test: 0.041 Bootstrap CV 36, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.438, R^2 test: 0.041 Bootstrap CV 36, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.438, R^2 test: 0.041 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.873, Explained Variance Score Train: 0.463 AUC Validation: 0.628, Explained Variance Score Validation: 0.052 AUC Test: 0.769, Explained Variance Score Test: 0.268 Bootstrap CV 44, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.278, R^2 test: 0.182 Bootstrap CV 44, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.278, R^2 test: 0.182 Bootstrap CV 44, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.285, R^2 test: 0.151 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.815, Explained Variance Score Train: 0.322 AUC Validation: 0.799, Explained Variance Score Validation: 0.190 AUC Test: 0.719, Explained Variance Score Test: 0.158 Bootstrap CV 43, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.427, R^2 test: 0.189 Bootstrap CV 43, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.434, R^2 test: 0.178 Bootstrap CV 43, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.443, R^2 test: 0.158 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.801, Explained Variance Score Train: 0.459 AUC Validation: 0.646, Explained Variance Score Validation: 0.207 AUC Test: 0.702, Explained Variance Score Test: 0.077 Bootstrap CV 47, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.346, R^2 test: 0.102 Bootstrap CV 47, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.346, R^2 test: 0.102 Bootstrap CV 47, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.346, R^2 test: 0.102 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.803, Explained Variance Score Train: 0.367 AUC Validation: 0.728, Explained Variance Score Validation: 0.118 AUC Test: 0.748, Explained Variance Score Test: 0.273 Bootstrap CV 39, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.242, R^2 test: 0.125 Bootstrap CV 39, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.242, R^2 test: 0.125 Bootstrap CV 39, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.242, R^2 test: 0.125 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.759, Explained Variance Score Train: 0.278 AUC Validation: 0.610, Explained Variance Score Validation: 0.146 AUC Test: 0.720, Explained Variance Score Test: 0.227 Bootstrap CV 45, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.285, R^2 test: 0.089 Bootstrap CV 45, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.285, R^2 test: 0.089 Bootstrap CV 45, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.285, R^2 test: 0.089 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.819, Explained Variance Score Train: 0.320 AUC Validation: 0.673, Explained Variance Score Validation: 0.187 AUC Test: 0.734, Explained Variance Score Test: 0.221 Bootstrap CV 37, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.268, R^2 test: 0.057 Bootstrap CV 37, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.268, R^2 test: 0.057 Bootstrap CV 37, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.268, R^2 test: 0.057 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.794, Explained Variance Score Train: 0.314 AUC Validation: 0.684, Explained Variance Score Validation: 0.114 AUC Test: 0.733, Explained Variance Score Test: 0.206 Bootstrap CV 40, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.281, R^2 test: 0.147 Bootstrap CV 40, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.281, R^2 test: 0.147 Bootstrap CV 40, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.281, R^2 test: 0.147 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.806, Explained Variance Score Train: 0.327 AUC Validation: 0.758, Explained Variance Score Validation: 0.171 AUC Test: 0.710, Explained Variance Score Test: 0.252 Bootstrap CV 35, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.315, R^2 test: 0.124 Bootstrap CV 35, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.315, R^2 test: 0.124 Bootstrap CV 35, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.315, R^2 test: 0.124 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.804, Explained Variance Score Train: 0.343 AUC Validation: 0.791, Explained Variance Score Validation: 0.221 AUC Test: 0.743, Explained Variance Score Test: 0.145 Bootstrap CV 41, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.257, R^2 test: 0.008 Bootstrap CV 41, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.257, R^2 test: 0.008 Bootstrap CV 41, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.257, R^2 test: 0.008 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.798, Explained Variance Score Train: 0.292 AUC Validation: 0.701, Explained Variance Score Validation: 0.060 AUC Test: 0.742, Explained Variance Score Test: 0.224 Bootstrap CV 46, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.448, R^2 test: 0.077 Bootstrap CV 46, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.449, R^2 test: 0.066 Bootstrap CV 46, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.465, R^2 test: 0.062 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.852, Explained Variance Score Train: 0.469 AUC Validation: 0.749, Explained Variance Score Validation: 0.066 AUC Test: 0.763, Explained Variance Score Test: 0.249 Running batch 4 of 7 with 16 nodes Bootstrap CV 59, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.424, R^2 test: 0.050 Bootstrap CV 59, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.424, R^2 test: 0.050 Bootstrap CV 59, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.424, R^2 test: 0.050 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.848, Explained Variance Score Train: 0.444 AUC Validation: 0.704, Explained Variance Score Validation: 0.055 AUC Test: 0.730, Explained Variance Score Test: 0.217 Bootstrap CV 62, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.296, R^2 test: 0.245 Bootstrap CV 62, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.296, R^2 test: 0.245 Bootstrap CV 62, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.296, R^2 test: 0.245 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.860, Explained Variance Score Train: 0.336 AUC Validation: 0.759, Explained Variance Score Validation: 0.295 AUC Test: 0.736, Explained Variance Score Test: 0.177 Bootstrap CV 63, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.358, R^2 test: 0.137 Bootstrap CV 63, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.364, R^2 test: 0.135 Bootstrap CV 63, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.364, R^2 test: 0.135 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.787, Explained Variance Score Train: 0.378 AUC Validation: 0.765, Explained Variance Score Validation: 0.158 AUC Test: 0.750, Explained Variance Score Test: 0.242 Bootstrap CV 56, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.461, R^2 test: -0.028 Bootstrap CV 56, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.461, R^2 test: -0.028 Bootstrap CV 56, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.461, R^2 test: -0.028 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.841, Explained Variance Score Train: 0.478 AUC Validation: 0.662, Explained Variance Score Validation: -0.015 AUC Test: 0.748, Explained Variance Score Test: 0.250 Bootstrap CV 58, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.334, R^2 test: 0.080 Bootstrap CV 58, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.334, R^2 test: 0.080 Bootstrap CV 58, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.334, R^2 test: 0.080 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.813, Explained Variance Score Train: 0.378 AUC Validation: 0.667, Explained Variance Score Validation: 0.187 AUC Test: 0.753, Explained Variance Score Test: 0.245 Bootstrap CV 54, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.261, R^2 test: -0.068 Bootstrap CV 54, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.261, R^2 test: -0.068 Bootstrap CV 54, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.261, R^2 test: -0.068 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.791, Explained Variance Score Train: 0.288 AUC Validation: 0.737, Explained Variance Score Validation: 0.110 AUC Test: 0.757, Explained Variance Score Test: 0.227 Bootstrap CV 60, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.202, R^2 test: 0.110 Bootstrap CV 60, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.203, R^2 test: 0.109 Bootstrap CV 60, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.203, R^2 test: 0.109 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.764, Explained Variance Score Train: 0.243 AUC Validation: 0.713, Explained Variance Score Validation: 0.141 AUC Test: 0.724, Explained Variance Score Test: 0.173 Bootstrap CV 53, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.304, R^2 test: 0.207 Bootstrap CV 53, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.304, R^2 test: 0.206 Bootstrap CV 53, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.304, R^2 test: 0.206 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.808, Explained Variance Score Train: 0.345 AUC Validation: 0.771, Explained Variance Score Validation: 0.245 AUC Test: 0.754, Explained Variance Score Test: 0.196 Bootstrap CV 48, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.320, R^2 test: -0.050 Bootstrap CV 48, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.320, R^2 test: -0.051 Bootstrap CV 48, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.320, R^2 test: -0.051 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.834, Explained Variance Score Train: 0.346 AUC Validation: 0.577, Explained Variance Score Validation: 0.001 AUC Test: 0.683, Explained Variance Score Test: 0.139 Bootstrap CV 51, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.251, R^2 test: 0.164 Bootstrap CV 51, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.254, R^2 test: 0.163 Bootstrap CV 51, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.254, R^2 test: 0.163 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.830, Explained Variance Score Train: 0.294 AUC Validation: 0.728, Explained Variance Score Validation: 0.224 AUC Test: 0.697, Explained Variance Score Test: 0.189 Bootstrap CV 61, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.390, R^2 test: 0.128 Bootstrap CV 61, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.390, R^2 test: 0.128 Bootstrap CV 61, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.390, R^2 test: 0.128 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.861, Explained Variance Score Train: 0.421 AUC Validation: 0.765, Explained Variance Score Validation: 0.187 AUC Test: 0.761, Explained Variance Score Test: 0.261 Bootstrap CV 50, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.337, R^2 test: 0.122 Bootstrap CV 50, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.338, R^2 test: 0.122 Bootstrap CV 50, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.338, R^2 test: 0.122 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.805, Explained Variance Score Train: 0.369 AUC Validation: 0.717, Explained Variance Score Validation: 0.217 AUC Test: 0.729, Explained Variance Score Test: 0.230 Bootstrap CV 57, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.339, R^2 test: 0.174 Bootstrap CV 57, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.339, R^2 test: 0.174 Bootstrap CV 57, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.339, R^2 test: 0.174 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.803, Explained Variance Score Train: 0.378 AUC Validation: 0.693, Explained Variance Score Validation: 0.208 AUC Test: 0.751, Explained Variance Score Test: 0.257 Bootstrap CV 49, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.286, R^2 test: 0.153 Bootstrap CV 49, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.286, R^2 test: 0.153 Bootstrap CV 49, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.286, R^2 test: 0.153 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.785, Explained Variance Score Train: 0.316 AUC Validation: 0.696, Explained Variance Score Validation: 0.183 AUC Test: 0.751, Explained Variance Score Test: 0.234 Bootstrap CV 52, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.435, R^2 test: 0.238 Bootstrap CV 52, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.435, R^2 test: 0.238 Bootstrap CV 52, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.435, R^2 test: 0.238 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.886, Explained Variance Score Train: 0.448 AUC Validation: 0.729, Explained Variance Score Validation: 0.280 AUC Test: 0.755, Explained Variance Score Test: 0.249 Bootstrap CV 55, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.312, R^2 test: 0.215 Bootstrap CV 55, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.312, R^2 test: 0.215 Bootstrap CV 55, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.312, R^2 test: 0.215 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.816, Explained Variance Score Train: 0.348 AUC Validation: 0.747, Explained Variance Score Validation: 0.238 AUC Test: 0.758, Explained Variance Score Test: 0.247 Running batch 5 of 7 with 16 nodes Bootstrap CV 73, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.198, R^2 test: 0.180 Bootstrap CV 73, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.198, R^2 test: 0.180 Bootstrap CV 73, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.198, R^2 test: 0.180 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.786, Explained Variance Score Train: 0.253 AUC Validation: 0.744, Explained Variance Score Validation: 0.199 AUC Test: 0.738, Explained Variance Score Test: 0.205 Bootstrap CV 67, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.392, R^2 test: 0.242 Bootstrap CV 67, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.392, R^2 test: 0.242 Bootstrap CV 67, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.392, R^2 test: 0.242 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.893, Explained Variance Score Train: 0.417 AUC Validation: 0.745, Explained Variance Score Validation: 0.257 AUC Test: 0.751, Explained Variance Score Test: 0.246 Bootstrap CV 66, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.310, R^2 test: 0.015 Bootstrap CV 66, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.310, R^2 test: 0.015 Bootstrap CV 66, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.310, R^2 test: 0.015 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.873, Explained Variance Score Train: 0.324 AUC Validation: 0.728, Explained Variance Score Validation: 0.056 AUC Test: 0.752, Explained Variance Score Test: 0.247 Bootstrap CV 78, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.301, R^2 test: 0.052 Bootstrap CV 78, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.311, R^2 test: 0.044 Bootstrap CV 78, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.311, R^2 test: 0.044 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.855, Explained Variance Score Train: 0.329 AUC Validation: 0.743, Explained Variance Score Validation: 0.068 AUC Test: 0.725, Explained Variance Score Test: 0.185 Bootstrap CV 79, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.350, R^2 test: 0.203 Bootstrap CV 79, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.350, R^2 test: 0.203 Bootstrap CV 79, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.350, R^2 test: 0.203 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.783, Explained Variance Score Train: 0.377 AUC Validation: 0.661, Explained Variance Score Validation: 0.220 AUC Test: 0.748, Explained Variance Score Test: 0.209 Bootstrap CV 70, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.365, R^2 test: 0.170 Bootstrap CV 70, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.365, R^2 test: 0.170 Bootstrap CV 70, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.365, R^2 test: 0.170 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.844, Explained Variance Score Train: 0.392 AUC Validation: 0.690, Explained Variance Score Validation: 0.202 AUC Test: 0.743, Explained Variance Score Test: 0.208 Bootstrap CV 72, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.264, R^2 test: 0.025 Bootstrap CV 72, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.264, R^2 test: 0.025 Bootstrap CV 72, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.264, R^2 test: 0.025 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.790, Explained Variance Score Train: 0.298 AUC Validation: 0.663, Explained Variance Score Validation: 0.123 AUC Test: 0.742, Explained Variance Score Test: 0.227 Bootstrap CV 64, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.403, R^2 test: 0.013 Bootstrap CV 64, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.403, R^2 test: 0.013 Bootstrap CV 64, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.403, R^2 test: 0.013 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.883, Explained Variance Score Train: 0.431 AUC Validation: 0.733, Explained Variance Score Validation: 0.053 AUC Test: 0.744, Explained Variance Score Test: 0.242 Bootstrap CV 77, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.286, R^2 test: -0.379 Bootstrap CV 77, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.287, R^2 test: -0.380 Bootstrap CV 77, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.287, R^2 test: -0.380 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.802, Explained Variance Score Train: 0.331 AUC Validation: 0.753, Explained Variance Score Validation: -0.371 AUC Test: 0.720, Explained Variance Score Test: 0.084 Bootstrap CV 76, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.307, R^2 test: 0.353 Bootstrap CV 76, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.307, R^2 test: 0.353 Bootstrap CV 76, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.307, R^2 test: 0.353 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.835, Explained Variance Score Train: 0.344 AUC Validation: 0.777, Explained Variance Score Validation: 0.394 AUC Test: 0.762, Explained Variance Score Test: 0.277 Bootstrap CV 65, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.355, R^2 test: 0.223 Bootstrap CV 65, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.355, R^2 test: 0.223 Bootstrap CV 65, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.355, R^2 test: 0.223 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.775, Explained Variance Score Train: 0.378 AUC Validation: 0.783, Explained Variance Score Validation: 0.245 AUC Test: 0.741, Explained Variance Score Test: 0.245 Bootstrap CV 75, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.383, R^2 test: 0.216 Bootstrap CV 75, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.383, R^2 test: 0.216 Bootstrap CV 75, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.383, R^2 test: 0.216 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.824, Explained Variance Score Train: 0.414 AUC Validation: 0.732, Explained Variance Score Validation: 0.259 AUC Test: 0.683, Explained Variance Score Test: 0.160 Bootstrap CV 71, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.247, R^2 test: 0.163 Bootstrap CV 71, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.247, R^2 test: 0.163 Bootstrap CV 71, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.247, R^2 test: 0.163 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.779, Explained Variance Score Train: 0.299 AUC Validation: 0.742, Explained Variance Score Validation: 0.163 AUC Test: 0.740, Explained Variance Score Test: 0.233 Bootstrap CV 74, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.386, R^2 test: 0.129 Bootstrap CV 74, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.387, R^2 test: 0.129 Bootstrap CV 74, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.387, R^2 test: 0.129 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.737, Explained Variance Score Train: 0.412 AUC Validation: 0.696, Explained Variance Score Validation: 0.131 AUC Test: 0.745, Explained Variance Score Test: 0.227 Bootstrap CV 68, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.462, R^2 test: 0.038 Bootstrap CV 68, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.476, R^2 test: -0.029 Bootstrap CV 68, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.476, R^2 test: -0.030 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.897, Explained Variance Score Train: 0.492 AUC Validation: 0.727, Explained Variance Score Validation: 0.058 AUC Test: 0.728, Explained Variance Score Test: 0.208 Bootstrap CV 69, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.385, R^2 test: -0.021 Bootstrap CV 69, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.390, R^2 test: -0.019 Bootstrap CV 69, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.392, R^2 test: -0.029 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.772, Explained Variance Score Train: 0.410 AUC Validation: 0.734, Explained Variance Score Validation: -0.008 AUC Test: 0.703, Explained Variance Score Test: 0.138 Running batch 6 of 7 with 16 nodes Bootstrap CV 85, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.292, R^2 test: 0.031 Bootstrap CV 85, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.292, R^2 test: 0.031 Bootstrap CV 85, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.292, R^2 test: 0.031 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.789, Explained Variance Score Train: 0.327 AUC Validation: 0.653, Explained Variance Score Validation: 0.106 AUC Test: 0.772, Explained Variance Score Test: 0.266 Bootstrap CV 89, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.370, R^2 test: -0.007 Bootstrap CV 89, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.370, R^2 test: -0.007 Bootstrap CV 89, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.370, R^2 test: -0.007 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.845, Explained Variance Score Train: 0.380 AUC Validation: 0.673, Explained Variance Score Validation: 0.140 AUC Test: 0.732, Explained Variance Score Test: 0.200 Bootstrap CV 95, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.348, R^2 test: 0.201 Bootstrap CV 95, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.348, R^2 test: 0.201 Bootstrap CV 95, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.348, R^2 test: 0.201 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.853, Explained Variance Score Train: 0.376 AUC Validation: 0.786, Explained Variance Score Validation: 0.227 AUC Test: 0.715, Explained Variance Score Test: 0.130 Bootstrap CV 94, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.385, R^2 test: 0.121 Bootstrap CV 94, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.385, R^2 test: 0.121 Bootstrap CV 94, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.385, R^2 test: 0.121 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.796, Explained Variance Score Train: 0.414 AUC Validation: 0.699, Explained Variance Score Validation: 0.196 AUC Test: 0.758, Explained Variance Score Test: 0.264 Bootstrap CV 84, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.188, R^2 test: 0.038 Bootstrap CV 84, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.188, R^2 test: 0.038 Bootstrap CV 84, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.188, R^2 test: 0.038 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.797, Explained Variance Score Train: 0.230 AUC Validation: 0.693, Explained Variance Score Validation: 0.110 AUC Test: 0.740, Explained Variance Score Test: 0.183 Bootstrap CV 80, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.299, R^2 test: 0.014 Bootstrap CV 80, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.299, R^2 test: 0.014 Bootstrap CV 80, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.299, R^2 test: 0.014 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.814, Explained Variance Score Train: 0.330 AUC Validation: 0.658, Explained Variance Score Validation: 0.075 AUC Test: 0.751, Explained Variance Score Test: 0.236 Bootstrap CV 91, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.314, R^2 test: -0.001 Bootstrap CV 91, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.314, R^2 test: -0.001 Bootstrap CV 91, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.314, R^2 test: -0.001 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.783, Explained Variance Score Train: 0.342 AUC Validation: 0.758, Explained Variance Score Validation: 0.003 AUC Test: 0.762, Explained Variance Score Test: 0.256 Bootstrap CV 82, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.453, R^2 test: 0.395 Bootstrap CV 82, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.453, R^2 test: 0.397 Bootstrap CV 82, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.453, R^2 test: 0.398 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.812, Explained Variance Score Train: 0.476 AUC Validation: 0.784, Explained Variance Score Validation: 0.406 AUC Test: 0.721, Explained Variance Score Test: 0.179 Bootstrap CV 90, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.319, R^2 test: 0.112 Bootstrap CV 90, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.319, R^2 test: 0.111 Bootstrap CV 90, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.319, R^2 test: 0.111 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.884, Explained Variance Score Train: 0.349 AUC Validation: 0.742, Explained Variance Score Validation: 0.113 AUC Test: 0.732, Explained Variance Score Test: 0.207 Bootstrap CV 92, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.298, R^2 test: 0.354 Bootstrap CV 92, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.298, R^2 test: 0.354 Bootstrap CV 92, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.298, R^2 test: 0.354 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.809, Explained Variance Score Train: 0.343 AUC Validation: 0.775, Explained Variance Score Validation: 0.358 AUC Test: 0.715, Explained Variance Score Test: 0.206 Bootstrap CV 86, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.403, R^2 test: 0.066 Bootstrap CV 86, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.405, R^2 test: 0.064 Bootstrap CV 86, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.407, R^2 test: 0.062 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.839, Explained Variance Score Train: 0.424 AUC Validation: 0.617, Explained Variance Score Validation: 0.113 AUC Test: 0.692, Explained Variance Score Test: 0.171 Bootstrap CV 83, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.499, R^2 test: 0.213 Bootstrap CV 83, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.521, R^2 test: 0.198 Bootstrap CV 83, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.521, R^2 test: 0.198 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.868, Explained Variance Score Train: 0.518 AUC Validation: 0.758, Explained Variance Score Validation: 0.221 AUC Test: 0.729, Explained Variance Score Test: 0.182 Bootstrap CV 93, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.504, R^2 test: 0.144 Bootstrap CV 93, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.507, R^2 test: 0.142 Bootstrap CV 93, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.507, R^2 test: 0.142 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.811, Explained Variance Score Train: 0.528 AUC Validation: 0.745, Explained Variance Score Validation: 0.188 AUC Test: 0.751, Explained Variance Score Test: 0.221 Bootstrap CV 88, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.377, R^2 test: 0.142 Bootstrap CV 88, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.377, R^2 test: 0.141 Bootstrap CV 88, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.378, R^2 test: 0.140 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.867, Explained Variance Score Train: 0.405 AUC Validation: 0.745, Explained Variance Score Validation: 0.166 AUC Test: 0.731, Explained Variance Score Test: 0.187 Bootstrap CV 81, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.292, R^2 test: 0.126 Bootstrap CV 81, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.292, R^2 test: 0.126 Bootstrap CV 81, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.292, R^2 test: 0.126 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.781, Explained Variance Score Train: 0.320 AUC Validation: 0.808, Explained Variance Score Validation: 0.209 AUC Test: 0.709, Explained Variance Score Test: 0.169 Bootstrap CV 87, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.344, R^2 test: 0.119 Bootstrap CV 87, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.360, R^2 test: 0.123 Bootstrap CV 87, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.360, R^2 test: 0.123 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.792, Explained Variance Score Train: 0.396 AUC Validation: 0.813, Explained Variance Score Validation: 0.241 AUC Test: 0.764, Explained Variance Score Test: 0.235 Running batch 7 of 7 with 4 nodes Bootstrap CV 99, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.497, R^2 test: 0.058 Bootstrap CV 99, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.502, R^2 test: 0.042 Bootstrap CV 99, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.502, R^2 test: 0.041 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.794, Explained Variance Score Train: 0.508 AUC Validation: 0.683, Explained Variance Score Validation: 0.068 AUC Test: 0.741, Explained Variance Score Test: 0.207 Bootstrap CV 97, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.321, R^2 test: 0.289 Bootstrap CV 97, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.321, R^2 test: 0.289 Bootstrap CV 97, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.321, R^2 test: 0.289 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.793, Explained Variance Score Train: 0.349 AUC Validation: 0.803, Explained Variance Score Validation: 0.318 AUC Test: 0.741, Explained Variance Score Test: 0.221 Bootstrap CV 96, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.324, R^2 test: -0.218 Bootstrap CV 96, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.324, R^2 test: -0.219 Bootstrap CV 96, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.324, R^2 test: -0.219 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.824, Explained Variance Score Train: 0.353 AUC Validation: 0.627, Explained Variance Score Validation: -0.162 AUC Test: 0.749, Explained Variance Score Test: 0.193 Bootstrap CV 98, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.182, R^2 test: 0.194 Bootstrap CV 98, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.182, R^2 test: 0.194 Bootstrap CV 98, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.182, R^2 test: 0.194 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.788, Explained Variance Score Train: 0.219 AUC Validation: 0.777, Explained Variance Score Validation: 0.279 AUC Test: 0.748, Explained Variance Score Test: 0.213 total Variables 1 and total subjects: 1751 ->AUC validation: 0.719 95% CI: [0.708 , 0.731] ->AUC test: 0.736 95% CI: [0.732 , 0.740] ->R^2 validation: 0.147 95% CI: [0.126 , 0.168] ->R^2 test: 0.209 95% CI: [0.201 , 0.217] ->Explained Variance validation: 0.108 95% CI: [0.087 , 0.130] ->Explained Variance test: 0.176 95% CI: [0.166 , 0.185] Test set metrics: @threshold:2.595, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:2.002, sens:0.012, spec:1.000, ppv:1.000, acc:0.766, f1:0.024, mcc:0.000, total+:1, total-:349 @threshold:1.153, sens:0.060, spec:0.996, ppv:0.833, acc:0.774, f1:0.112, mcc:0.211, total+:6, total-:344 @threshold:0.764, sens:0.060, spec:0.993, ppv:0.714, acc:0.771, f1:0.111, mcc:0.092, total+:7, total-:343 @threshold:0.722, sens:0.096, spec:0.981, ppv:0.615, acc:0.771, f1:0.167, mcc:0.040, total+:13, total-:337 @threshold:0.465, sens:0.133, spec:0.978, ppv:0.647, acc:0.777, f1:0.220, mcc:0.041, total+:17, total-:333 @threshold:0.327, sens:0.205, spec:0.955, ppv:0.586, acc:0.777, f1:0.304, mcc:0.024, total+:29, total-:321 @threshold:0.324, sens:0.217, spec:0.948, ppv:0.562, acc:0.774, f1:0.313, mcc:0.020, total+:32, total-:318 @threshold:0.270, sens:0.217, spec:0.944, ppv:0.545, acc:0.771, f1:0.310, mcc:0.018, total+:33, total-:317 @threshold:0.250, sens:0.217, spec:0.936, ppv:0.514, acc:0.766, f1:0.305, mcc:0.015, total+:35, total-:315 @threshold:0.202, sens:0.241, spec:0.918, ppv:0.476, acc:0.757, f1:0.320, mcc:0.011, total+:42, total-:308 @threshold:0.159, sens:0.241, spec:0.914, ppv:0.465, acc:0.754, f1:0.317, mcc:0.010, total+:43, total-:307 @threshold:0.153, sens:0.253, spec:0.891, ppv:0.420, acc:0.740, f1:0.316, mcc:0.007, total+:50, total-:300 @threshold:0.111, sens:0.277, spec:0.891, ppv:0.442, acc:0.746, f1:0.341, mcc:0.008, total+:52, total-:298 @threshold:0.097, sens:0.301, spec:0.884, ppv:0.446, acc:0.746, f1:0.360, mcc:0.008, total+:56, total-:294 @threshold:0.071, sens:0.313, spec:0.884, ppv:0.456, acc:0.749, f1:0.371, mcc:0.009, total+:57, total-:293 @threshold:0.033, sens:0.337, spec:0.869, ppv:0.444, acc:0.743, f1:0.384, mcc:0.008, total+:63, total-:287 @threshold:0.026, sens:0.349, spec:0.869, ppv:0.453, acc:0.746, f1:0.395, mcc:0.008, total+:64, total-:286 @threshold:0.026, sens:0.361, spec:0.861, ppv:0.448, acc:0.743, f1:0.400, mcc:0.008, total+:67, total-:283 @threshold:0.020, sens:0.398, spec:0.858, ppv:0.465, acc:0.749, f1:0.429, mcc:0.008, total+:71, total-:279 @threshold:0.010, sens:0.446, spec:0.831, ppv:0.451, acc:0.740, f1:0.448, mcc:0.007, total+:82, total-:268 @threshold:-0.020, sens:0.458, spec:0.824, ppv:0.447, acc:0.737, f1:0.452, mcc:0.007, total+:85, total-:265 @threshold:-0.021, sens:0.494, spec:0.820, ppv:0.461, acc:0.743, f1:0.477, mcc:0.008, total+:89, total-:261 @threshold:-0.027, sens:0.542, spec:0.794, ppv:0.450, acc:0.734, f1:0.492, mcc:0.007, total+:100, total-:250 @threshold:-0.040, sens:0.554, spec:0.790, ppv:0.451, acc:0.734, f1:0.497, mcc:0.007, total+:102, total-:248 @threshold:-0.041, sens:0.566, spec:0.783, ppv:0.448, acc:0.731, f1:0.500, mcc:0.007, total+:105, total-:245 @threshold:-0.043, sens:0.602, spec:0.779, ppv:0.459, acc:0.737, f1:0.521, mcc:0.007, total+:109, total-:241 @threshold:-0.136, sens:0.639, spec:0.745, ppv:0.438, acc:0.720, f1:0.520, mcc:0.006, total+:121, total-:229 @threshold:-0.151, sens:0.651, spec:0.723, ppv:0.422, acc:0.706, f1:0.512, mcc:0.006, total+:128, total-:222 @threshold:-0.155, sens:0.651, spec:0.712, ppv:0.412, acc:0.697, f1:0.505, mcc:0.005, total+:131, total-:219 @threshold:-0.159, sens:0.651, spec:0.708, ppv:0.409, acc:0.694, f1:0.502, mcc:0.005, total+:132, total-:218 @threshold:-0.162, sens:0.663, spec:0.704, ppv:0.410, acc:0.694, f1:0.507, mcc:0.005, total+:134, total-:216 @threshold:-0.184, sens:0.892, spec:0.390, ppv:0.312, acc:0.509, f1:0.463, mcc:0.003, total+:237, total-:113 @threshold:-0.193, sens:0.892, spec:0.386, ppv:0.311, acc:0.506, f1:0.461, mcc:0.003, total+:238, total-:112 @threshold:-0.218, sens:0.940, spec:0.341, ppv:0.307, acc:0.483, f1:0.463, mcc:0.003, total+:254, total-:96 @threshold:-0.222, sens:0.940, spec:0.326, ppv:0.302, acc:0.471, f1:0.457, mcc:0.003, total+:258, total-:92 @threshold:-0.294, sens:0.952, spec:0.303, ppv:0.298, acc:0.457, f1:0.454, mcc:0.003, total+:265, total-:85 @threshold:-0.303, sens:0.952, spec:0.296, ppv:0.296, acc:0.451, f1:0.451, mcc:0.002, total+:267, total-:83 @threshold:-0.319, sens:0.952, spec:0.277, ppv:0.290, acc:0.437, f1:0.445, mcc:0.002, total+:272, total-:78 @threshold:-0.333, sens:0.952, spec:0.266, ppv:0.287, acc:0.429, f1:0.441, mcc:0.002, total+:275, total-:75 @threshold:-0.345, sens:0.952, spec:0.258, ppv:0.285, acc:0.423, f1:0.439, mcc:0.002, total+:277, total-:73 @threshold:-0.349, sens:0.952, spec:0.255, ppv:0.284, acc:0.420, f1:0.438, mcc:0.002, total+:278, total-:72 @threshold:-0.370, sens:0.976, spec:0.251, ppv:0.288, acc:0.423, f1:0.445, mcc:0.002, total+:281, total-:69 @threshold:-0.390, sens:0.976, spec:0.236, ppv:0.284, acc:0.411, f1:0.440, mcc:0.002, total+:285, total-:65 @threshold:-0.458, sens:0.976, spec:0.213, ppv:0.278, acc:0.394, f1:0.433, mcc:0.002, total+:291, total-:59 @threshold:-0.465, sens:0.976, spec:0.206, ppv:0.276, acc:0.389, f1:0.431, mcc:0.002, total+:293, total-:57 @threshold:-0.475, sens:0.988, spec:0.206, ppv:0.279, acc:0.391, f1:0.435, mcc:0.002, total+:294, total-:56 @threshold:-0.515, sens:0.988, spec:0.191, ppv:0.275, acc:0.380, f1:0.430, mcc:0.002, total+:298, total-:52 @threshold:-0.520, sens:0.988, spec:0.180, ppv:0.272, acc:0.371, f1:0.427, mcc:0.002, total+:301, total-:49 @threshold:-0.536, sens:1.000, spec:0.154, ppv:0.269, acc:0.354, f1:0.423, mcc:0.002, total+:309, total-:41 @threshold:-0.540, sens:1.000, spec:0.150, ppv:0.268, acc:0.351, f1:0.422, mcc:0.002, total+:310, total-:40 @threshold:-0.567, sens:1.000, spec:0.105, ppv:0.258, acc:0.317, f1:0.410, mcc:0.002, total+:322, total-:28 @threshold:-0.639, sens:1.000, spec:0.090, ppv:0.255, acc:0.306, f1:0.406, mcc:0.002, total+:326, total-:24 @threshold:-0.656, sens:1.000, spec:0.086, ppv:0.254, acc:0.303, f1:0.405, mcc:0.002, total+:327, total-:23 @threshold:-0.658, sens:1.000, spec:0.071, ppv:0.251, acc:0.291, f1:0.401, mcc:0.002, total+:331, total-:19 @threshold:-0.687, sens:1.000, spec:0.067, ppv:0.250, acc:0.289, f1:0.400, mcc:0.002, total+:332, total-:18 @threshold:-0.832, sens:1.000, spec:0.052, ppv:0.247, acc:0.277, f1:0.396, mcc:0.002, total+:336, total-:14 @threshold:-1.158, sens:1.000, spec:0.026, ppv:0.242, acc:0.257, f1:0.390, mcc:0.002, total+:343, total-:7 @threshold:-1.167, sens:1.000, spec:0.019, ppv:0.241, acc:0.251, f1:0.388, mcc:0.002, total+:345, total-:5 @threshold:-1.661, sens:1.000, spec:0.004, ppv:0.238, acc:0.240, f1:0.384, mcc:0.002, total+:349, total-:1 * Vital: Wt for Length ZScore-avg19to24 | coef 1.000 95% CI: [1.000 , 1.000] | OR_adj 2.718 [2.718 2.718] | occ: 1392 | OR_unadj: 4.002 [3.155 5.076] | indivs AUC:0.774 Correlated most with: Vital : 1.0 Time to run analysis 0:01:52.524986 Total Time elapsed 5:47:43.859962 ----------------------------------------------------- boys no_min wfl_latest lasso regression Running batch 1 of 7 with 16 nodes Bootstrap CV 9, alpha = 0.001, R^2 train: 0.249, R^2 test: 0.247 Bootstrap CV 9, alpha = 0.005, R^2 train: 0.249, R^2 test: 0.246 Bootstrap CV 9, alpha = 0.01, R^2 train: 0.249, R^2 test: 0.246 Bootstrap CV 9, alpha = 0.1, R^2 train: 0.240, R^2 test: 0.225 best alpha via bootstrap CV: 0.001 AUC Train: 0.777, Explained Variance Score Train: 0.249 AUC Validation: 0.733, Explained Variance Score Validation: 0.253 AUC Test: 0.761, Explained Variance Score Test: 0.269 Bootstrap CV 8, alpha = 0.001, R^2 train: 0.164, R^2 test: 0.173 Bootstrap CV 8, alpha = 0.005, R^2 train: 0.164, R^2 test: 0.172 Bootstrap CV 8, alpha = 0.01, R^2 train: 0.164, R^2 test: 0.171 Bootstrap CV 8, alpha = 0.1, R^2 train: 0.155, R^2 test: 0.151 best alpha via bootstrap CV: 0.001 AUC Train: 0.740, Explained Variance Score Train: 0.164 AUC Validation: 0.651, Explained Variance Score Validation: 0.175 AUC Test: 0.761, Explained Variance Score Test: 0.262 Bootstrap CV 3, alpha = 0.001, R^2 train: 0.235, R^2 test: 0.267 Bootstrap CV 3, alpha = 0.005, R^2 train: 0.235, R^2 test: 0.266 Bootstrap CV 3, alpha = 0.01, R^2 train: 0.234, R^2 test: 0.265 Bootstrap CV 3, alpha = 0.1, R^2 train: 0.220, R^2 test: 0.229 best alpha via bootstrap CV: 0.001 AUC Train: 0.744, Explained Variance Score Train: 0.235 AUC Validation: 0.788, Explained Variance Score Validation: 0.268 AUC Test: 0.761, Explained Variance Score Test: 0.266 Bootstrap CV 1, alpha = 0.001, R^2 train: 0.192, R^2 test: 0.220 Bootstrap CV 1, alpha = 0.005, R^2 train: 0.192, R^2 test: 0.220 Bootstrap CV 1, alpha = 0.01, R^2 train: 0.192, R^2 test: 0.220 Bootstrap CV 1, alpha = 0.1, R^2 train: 0.184, R^2 test: 0.206 best alpha via bootstrap CV: 0.001 AUC Train: 0.768, Explained Variance Score Train: 0.192 AUC Validation: 0.840, Explained Variance Score Validation: 0.222 AUC Test: 0.761, Explained Variance Score Test: 0.270 Bootstrap CV 4, alpha = 0.001, R^2 train: 0.183, R^2 test: 0.085 Bootstrap CV 4, alpha = 0.005, R^2 train: 0.183, R^2 test: 0.086 Bootstrap CV 4, alpha = 0.01, R^2 train: 0.183, R^2 test: 0.089 Bootstrap CV 4, alpha = 0.1, R^2 train: 0.174, R^2 test: 0.114 best alpha via bootstrap CV: 0.001 AUC Train: 0.724, Explained Variance Score Train: 0.183 AUC Validation: 0.637, Explained Variance Score Validation: 0.131 AUC Test: 0.761, Explained Variance Score Test: 0.270 Bootstrap CV 2, alpha = 0.001, R^2 train: 0.218, R^2 test: 0.248 Bootstrap CV 2, alpha = 0.005, R^2 train: 0.218, R^2 test: 0.247 Bootstrap CV 2, alpha = 0.01, R^2 train: 0.218, R^2 test: 0.246 Bootstrap CV 2, alpha = 0.1, R^2 train: 0.207, R^2 test: 0.219 best alpha via bootstrap CV: 0.001 AUC Train: 0.755, Explained Variance Score Train: 0.218 AUC Validation: 0.726, Explained Variance Score Validation: 0.250 AUC Test: 0.761, Explained Variance Score Test: 0.264 Bootstrap CV 5, alpha = 0.001, R^2 train: 0.202, R^2 test: 0.065 Bootstrap CV 5, alpha = 0.005, R^2 train: 0.202, R^2 test: 0.066 Bootstrap CV 5, alpha = 0.01, R^2 train: 0.202, R^2 test: 0.067 Bootstrap CV 5, alpha = 0.1, R^2 train: 0.190, R^2 test: 0.078 best alpha via bootstrap CV: 0.001 AUC Train: 0.700, Explained Variance Score Train: 0.202 AUC Validation: 0.660, Explained Variance Score Validation: 0.066 AUC Test: 0.761, Explained Variance Score Test: 0.265 Bootstrap CV 6, alpha = 0.001, R^2 train: 0.240, R^2 test: 0.240 Bootstrap CV 6, alpha = 0.005, R^2 train: 0.240, R^2 test: 0.240 Bootstrap CV 6, alpha = 0.01, R^2 train: 0.240, R^2 test: 0.239 Bootstrap CV 6, alpha = 0.1, R^2 train: 0.229, R^2 test: 0.227 best alpha via bootstrap CV: 0.001 AUC Train: 0.789, Explained Variance Score Train: 0.240 AUC Validation: 0.754, Explained Variance Score Validation: 0.253 AUC Test: 0.761, Explained Variance Score Test: 0.262 Bootstrap CV 7, alpha = 0.001, R^2 train: 0.225, R^2 test: 0.220 Bootstrap CV 7, alpha = 0.005, R^2 train: 0.225, R^2 test: 0.220 Bootstrap CV 7, alpha = 0.01, R^2 train: 0.225, R^2 test: 0.220 Bootstrap CV 7, alpha = 0.1, R^2 train: 0.213, R^2 test: 0.212 best alpha via bootstrap CV: 0.001 AUC Train: 0.779, Explained Variance Score Train: 0.225 AUC Validation: 0.763, Explained Variance Score Validation: 0.229 AUC Test: 0.761, Explained Variance Score Test: 0.274 Bootstrap CV 0, alpha = 0.001, R^2 train: 0.093, R^2 test: 0.249 Bootstrap CV 0, alpha = 0.005, R^2 train: 0.093, R^2 test: 0.246 Bootstrap CV 0, alpha = 0.01, R^2 train: 0.093, R^2 test: 0.243 Bootstrap CV 0, alpha = 0.1, R^2 train: 0.076, R^2 test: 0.160 best alpha via bootstrap CV: 0.001 AUC Train: 0.666, Explained Variance Score Train: 0.093 AUC Validation: 0.806, Explained Variance Score Validation: 0.275 AUC Test: 0.761, Explained Variance Score Test: 0.217 Bootstrap CV 10, alpha = 0.001, R^2 train: 0.217, R^2 test: 0.197 Bootstrap CV 10, alpha = 0.005, R^2 train: 0.217, R^2 test: 0.196 Bootstrap CV 10, alpha = 0.01, R^2 train: 0.217, R^2 test: 0.196 Bootstrap CV 10, alpha = 0.1, R^2 train: 0.208, R^2 test: 0.183 best alpha via bootstrap CV: 0.001 AUC Train: 0.742, Explained Variance Score Train: 0.217 AUC Validation: 0.777, Explained Variance Score Validation: 0.197 AUC Test: 0.761, Explained Variance Score Test: 0.269 Bootstrap CV 11, alpha = 0.001, R^2 train: 0.231, R^2 test: 0.242 Bootstrap CV 11, alpha = 0.005, R^2 train: 0.231, R^2 test: 0.241 Bootstrap CV 11, alpha = 0.01, R^2 train: 0.231, R^2 test: 0.240 Bootstrap CV 11, alpha = 0.1, R^2 train: 0.223, R^2 test: 0.216 best alpha via bootstrap CV: 0.001 AUC Train: 0.732, Explained Variance Score Train: 0.231 AUC Validation: 0.811, Explained Variance Score Validation: 0.244 AUC Test: 0.761, Explained Variance Score Test: 0.269 Bootstrap CV 12, alpha = 0.001, R^2 train: 0.202, R^2 test: 0.088 Bootstrap CV 12, alpha = 0.005, R^2 train: 0.202, R^2 test: 0.088 Bootstrap CV 12, alpha = 0.01, R^2 train: 0.202, R^2 test: 0.088 Bootstrap CV 12, alpha = 0.1, R^2 train: 0.187, R^2 test: 0.084 best alpha via bootstrap CV: 0.001 AUC Train: 0.763, Explained Variance Score Train: 0.202 AUC Validation: 0.708, Explained Variance Score Validation: 0.090 AUC Test: 0.761, Explained Variance Score Test: 0.268 Bootstrap CV 13, alpha = 0.001, R^2 train: 0.269, R^2 test: 0.176 Bootstrap CV 13, alpha = 0.005, R^2 train: 0.269, R^2 test: 0.175 Bootstrap CV 13, alpha = 0.01, R^2 train: 0.269, R^2 test: 0.174 Bootstrap CV 13, alpha = 0.1, R^2 train: 0.254, R^2 test: 0.152 best alpha via bootstrap CV: 0.001 AUC Train: 0.743, Explained Variance Score Train: 0.269 AUC Validation: 0.740, Explained Variance Score Validation: 0.183 AUC Test: 0.761, Explained Variance Score Test: 0.263 Bootstrap CV 14, alpha = 0.001, R^2 train: 0.211, R^2 test: 0.210 Bootstrap CV 14, alpha = 0.005, R^2 train: 0.211, R^2 test: 0.210 Bootstrap CV 14, alpha = 0.01, R^2 train: 0.211, R^2 test: 0.211 Bootstrap CV 14, alpha = 0.1, R^2 train: 0.202, R^2 test: 0.211 best alpha via bootstrap CV: 0.005 AUC Train: 0.736, Explained Variance Score Train: 0.211 AUC Validation: 0.713, Explained Variance Score Validation: 0.211 AUC Test: 0.761, Explained Variance Score Test: 0.274 Bootstrap CV 15, alpha = 0.001, R^2 train: 0.216, R^2 test: 0.167 Bootstrap CV 15, alpha = 0.005, R^2 train: 0.216, R^2 test: 0.167 Bootstrap CV 15, alpha = 0.01, R^2 train: 0.215, R^2 test: 0.168 Bootstrap CV 15, alpha = 0.1, R^2 train: 0.205, R^2 test: 0.170 best alpha via bootstrap CV: 0.01 AUC Train: 0.763, Explained Variance Score Train: 0.215 AUC Validation: 0.728, Explained Variance Score Validation: 0.175 AUC Test: 0.761, Explained Variance Score Test: 0.274 Running batch 2 of 7 with 16 nodes Bootstrap CV 25, alpha = 0.001, R^2 train: 0.242, R^2 test: 0.097 Bootstrap CV 25, alpha = 0.005, R^2 train: 0.242, R^2 test: 0.098 Bootstrap CV 25, alpha = 0.01, R^2 train: 0.242, R^2 test: 0.099 Bootstrap CV 25, alpha = 0.1, R^2 train: 0.233, R^2 test: 0.106 best alpha via bootstrap CV: 0.1 AUC Train: 0.742, Explained Variance Score Train: 0.233 AUC Validation: 0.689, Explained Variance Score Validation: 0.106 AUC Test: 0.761, Explained Variance Score Test: 0.272 Bootstrap CV 19, alpha = 0.001, R^2 train: 0.209, R^2 test: 0.208 Bootstrap CV 19, alpha = 0.005, R^2 train: 0.209, R^2 test: 0.208 Bootstrap CV 19, alpha = 0.01, R^2 train: 0.209, R^2 test: 0.207 Bootstrap CV 19, alpha = 0.1, R^2 train: 0.200, R^2 test: 0.192 best alpha via bootstrap CV: 0.001 AUC Train: 0.739, Explained Variance Score Train: 0.209 AUC Validation: 0.720, Explained Variance Score Validation: 0.211 AUC Test: 0.761, Explained Variance Score Test: 0.269 Bootstrap CV 20, alpha = 0.001, R^2 train: 0.306, R^2 test: 0.139 Bootstrap CV 20, alpha = 0.005, R^2 train: 0.306, R^2 test: 0.141 Bootstrap CV 20, alpha = 0.01, R^2 train: 0.306, R^2 test: 0.142 Bootstrap CV 20, alpha = 0.1, R^2 train: 0.288, R^2 test: 0.158 best alpha via bootstrap CV: 0.01 AUC Train: 0.799, Explained Variance Score Train: 0.306 AUC Validation: 0.752, Explained Variance Score Validation: 0.145 AUC Test: 0.761, Explained Variance Score Test: 0.274 Bootstrap CV 22, alpha = 0.001, R^2 train: 0.226, R^2 test: 0.267 Bootstrap CV 22, alpha = 0.005, R^2 train: 0.226, R^2 test: 0.266 Bootstrap CV 22, alpha = 0.01, R^2 train: 0.226, R^2 test: 0.266 Bootstrap CV 22, alpha = 0.1, R^2 train: 0.214, R^2 test: 0.246 best alpha via bootstrap CV: 0.001 AUC Train: 0.716, Explained Variance Score Train: 0.226 AUC Validation: 0.786, Explained Variance Score Validation: 0.283 AUC Test: 0.761, Explained Variance Score Test: 0.271 Bootstrap CV 23, alpha = 0.001, R^2 train: 0.167, R^2 test: 0.300 Bootstrap CV 23, alpha = 0.005, R^2 train: 0.167, R^2 test: 0.298 Bootstrap CV 23, alpha = 0.01, R^2 train: 0.167, R^2 test: 0.296 Bootstrap CV 23, alpha = 0.1, R^2 train: 0.155, R^2 test: 0.249 best alpha via bootstrap CV: 0.001 AUC Train: 0.727, Explained Variance Score Train: 0.167 AUC Validation: 0.797, Explained Variance Score Validation: 0.303 AUC Test: 0.761, Explained Variance Score Test: 0.269 Bootstrap CV 24, alpha = 0.001, R^2 train: 0.257, R^2 test: 0.119 Bootstrap CV 24, alpha = 0.005, R^2 train: 0.257, R^2 test: 0.120 Bootstrap CV 24, alpha = 0.01, R^2 train: 0.256, R^2 test: 0.121 Bootstrap CV 24, alpha = 0.1, R^2 train: 0.242, R^2 test: 0.132 best alpha via bootstrap CV: 0.01 AUC Train: 0.758, Explained Variance Score Train: 0.256 AUC Validation: 0.701, Explained Variance Score Validation: 0.144 AUC Test: 0.761, Explained Variance Score Test: 0.274 Bootstrap CV 18, alpha = 0.001, R^2 train: 0.214, R^2 test: 0.057 Bootstrap CV 18, alpha = 0.005, R^2 train: 0.214, R^2 test: 0.058 Bootstrap CV 18, alpha = 0.01, R^2 train: 0.214, R^2 test: 0.059 Bootstrap CV 18, alpha = 0.1, R^2 train: 0.206, R^2 test: 0.067 best alpha via bootstrap CV: 0.001 AUC Train: 0.780, Explained Variance Score Train: 0.214 AUC Validation: 0.581, Explained Variance Score Validation: 0.058 AUC Test: 0.761, Explained Variance Score Test: 0.274 Bootstrap CV 29, alpha = 0.001, R^2 train: 0.266, R^2 test: 0.205 Bootstrap CV 29, alpha = 0.005, R^2 train: 0.266, R^2 test: 0.205 Bootstrap CV 29, alpha = 0.01, R^2 train: 0.266, R^2 test: 0.205 Bootstrap CV 29, alpha = 0.1, R^2 train: 0.252, R^2 test: 0.193 best alpha via bootstrap CV: 0.001 AUC Train: 0.738, Explained Variance Score Train: 0.266 AUC Validation: 0.732, Explained Variance Score Validation: 0.205 AUC Test: 0.761, Explained Variance Score Test: 0.272 Bootstrap CV 28, alpha = 0.001, R^2 train: 0.245, R^2 test: 0.184 Bootstrap CV 28, alpha = 0.005, R^2 train: 0.245, R^2 test: 0.184 Bootstrap CV 28, alpha = 0.01, R^2 train: 0.245, R^2 test: 0.184 Bootstrap CV 28, alpha = 0.1, R^2 train: 0.237, R^2 test: 0.175 best alpha via bootstrap CV: 0.001 AUC Train: 0.749, Explained Variance Score Train: 0.245 AUC Validation: 0.782, Explained Variance Score Validation: 0.192 AUC Test: 0.761, Explained Variance Score Test: 0.274 Bootstrap CV 17, alpha = 0.001, R^2 train: 0.218, R^2 test: 0.184 Bootstrap CV 17, alpha = 0.005, R^2 train: 0.218, R^2 test: 0.185 Bootstrap CV 17, alpha = 0.01, R^2 train: 0.218, R^2 test: 0.186 Bootstrap CV 17, alpha = 0.1, R^2 train: 0.209, R^2 test: 0.194 best alpha via bootstrap CV: 0.001 AUC Train: 0.770, Explained Variance Score Train: 0.218 AUC Validation: 0.694, Explained Variance Score Validation: 0.193 AUC Test: 0.761, Explained Variance Score Test: 0.274 Bootstrap CV 16, alpha = 0.001, R^2 train: 0.210, R^2 test: 0.085 Bootstrap CV 16, alpha = 0.005, R^2 train: 0.210, R^2 test: 0.086 Bootstrap CV 16, alpha = 0.01, R^2 train: 0.210, R^2 test: 0.087 Bootstrap CV 16, alpha = 0.1, R^2 train: 0.201, R^2 test: 0.097 best alpha via bootstrap CV: 0.001 AUC Train: 0.744, Explained Variance Score Train: 0.210 AUC Validation: 0.663, Explained Variance Score Validation: 0.087 AUC Test: 0.761, Explained Variance Score Test: 0.269 Bootstrap CV 26, alpha = 0.001, R^2 train: 0.145, R^2 test: 0.253 Bootstrap CV 26, alpha = 0.005, R^2 train: 0.145, R^2 test: 0.252 Bootstrap CV 26, alpha = 0.01, R^2 train: 0.144, R^2 test: 0.250 Bootstrap CV 26, alpha = 0.1, R^2 train: 0.136, R^2 test: 0.219 best alpha via bootstrap CV: 0.001 AUC Train: 0.770, Explained Variance Score Train: 0.145 AUC Validation: 0.708, Explained Variance Score Validation: 0.255 AUC Test: 0.761, Explained Variance Score Test: 0.262 Bootstrap CV 27, alpha = 0.001, R^2 train: 0.138, R^2 test: 0.197 Bootstrap CV 27, alpha = 0.005, R^2 train: 0.138, R^2 test: 0.196 Bootstrap CV 27, alpha = 0.01, R^2 train: 0.138, R^2 test: 0.195 Bootstrap CV 27, alpha = 0.1, R^2 train: 0.129, R^2 test: 0.168 best alpha via bootstrap CV: 0.001 AUC Train: 0.697, Explained Variance Score Train: 0.138 AUC Validation: 0.692, Explained Variance Score Validation: 0.201 AUC Test: 0.761, Explained Variance Score Test: 0.253 Bootstrap CV 30, alpha = 0.001, R^2 train: 0.184, R^2 test: 0.208 Bootstrap CV 30, alpha = 0.005, R^2 train: 0.184, R^2 test: 0.207 Bootstrap CV 30, alpha = 0.01, R^2 train: 0.184, R^2 test: 0.206 Bootstrap CV 30, alpha = 0.1, R^2 train: 0.170, R^2 test: 0.180 best alpha via bootstrap CV: 0.001 AUC Train: 0.766, Explained Variance Score Train: 0.184 AUC Validation: 0.675, Explained Variance Score Validation: 0.211 AUC Test: 0.761, Explained Variance Score Test: 0.261 Bootstrap CV 21, alpha = 0.001, R^2 train: 0.229, R^2 test: 0.251 Bootstrap CV 21, alpha = 0.005, R^2 train: 0.229, R^2 test: 0.251 Bootstrap CV 21, alpha = 0.01, R^2 train: 0.229, R^2 test: 0.251 Bootstrap CV 21, alpha = 0.1, R^2 train: 0.220, R^2 test: 0.244 best alpha via bootstrap CV: 0.01 AUC Train: 0.750, Explained Variance Score Train: 0.229 AUC Validation: 0.788, Explained Variance Score Validation: 0.253 AUC Test: 0.761, Explained Variance Score Test: 0.274 Bootstrap CV 31, alpha = 0.001, R^2 train: 0.222, R^2 test: 0.268 Bootstrap CV 31, alpha = 0.005, R^2 train: 0.221, R^2 test: 0.268 Bootstrap CV 31, alpha = 0.01, R^2 train: 0.221, R^2 test: 0.269 Bootstrap CV 31, alpha = 0.1, R^2 train: 0.214, R^2 test: 0.268 best alpha via bootstrap CV: 0.1 AUC Train: 0.773, Explained Variance Score Train: 0.214 AUC Validation: 0.740, Explained Variance Score Validation: 0.281 AUC Test: 0.761, Explained Variance Score Test: 0.273 Running batch 3 of 7 with 16 nodes Bootstrap CV 41, alpha = 0.001, R^2 train: 0.120, R^2 test: 0.185 Bootstrap CV 41, alpha = 0.005, R^2 train: 0.120, R^2 test: 0.184 Bootstrap CV 41, alpha = 0.01, R^2 train: 0.120, R^2 test: 0.183 Bootstrap CV 41, alpha = 0.1, R^2 train: 0.108, R^2 test: 0.148 best alpha via bootstrap CV: 0.001 AUC Train: 0.711, Explained Variance Score Train: 0.120 AUC Validation: 0.681, Explained Variance Score Validation: 0.206 AUC Test: 0.761, Explained Variance Score Test: 0.242 Bootstrap CV 35, alpha = 0.001, R^2 train: 0.172, R^2 test: 0.179 Bootstrap CV 35, alpha = 0.005, R^2 train: 0.172, R^2 test: 0.180 Bootstrap CV 35, alpha = 0.01, R^2 train: 0.172, R^2 test: 0.181 Bootstrap CV 35, alpha = 0.1, R^2 train: 0.159, R^2 test: 0.178 best alpha via bootstrap CV: 0.001 AUC Train: 0.750, Explained Variance Score Train: 0.172 AUC Validation: 0.617, Explained Variance Score Validation: 0.203 AUC Test: 0.761, Explained Variance Score Test: 0.263 Bootstrap CV 38, alpha = 0.001, R^2 train: 0.165, R^2 test: 0.302 Bootstrap CV 38, alpha = 0.005, R^2 train: 0.165, R^2 test: 0.300 Bootstrap CV 38, alpha = 0.01, R^2 train: 0.165, R^2 test: 0.299 Bootstrap CV 38, alpha = 0.1, R^2 train: 0.149, R^2 test: 0.252 best alpha via bootstrap CV: 0.001 AUC Train: 0.738, Explained Variance Score Train: 0.165 AUC Validation: 0.743, Explained Variance Score Validation: 0.303 AUC Test: 0.761, Explained Variance Score Test: 0.267 Bootstrap CV 36, alpha = 0.001, R^2 train: 0.231, R^2 test: -0.011 Bootstrap CV 36, alpha = 0.005, R^2 train: 0.231, R^2 test: -0.007 Bootstrap CV 36, alpha = 0.01, R^2 train: 0.231, R^2 test: -0.003 Bootstrap CV 36, alpha = 0.1, R^2 train: 0.221, R^2 test: 0.060 best alpha via bootstrap CV: 0.01 AUC Train: 0.732, Explained Variance Score Train: 0.231 AUC Validation: 0.707, Explained Variance Score Validation: -0.003 AUC Test: 0.761, Explained Variance Score Test: 0.274 Bootstrap CV 34, alpha = 0.001, R^2 train: 0.185, R^2 test: 0.280 Bootstrap CV 34, alpha = 0.005, R^2 train: 0.185, R^2 test: 0.279 Bootstrap CV 34, alpha = 0.01, R^2 train: 0.185, R^2 test: 0.278 Bootstrap CV 34, alpha = 0.1, R^2 train: 0.172, R^2 test: 0.250 best alpha via bootstrap CV: 0.001 AUC Train: 0.724, Explained Variance Score Train: 0.185 AUC Validation: 0.767, Explained Variance Score Validation: 0.297 AUC Test: 0.761, Explained Variance Score Test: 0.271 Bootstrap CV 37, alpha = 0.001, R^2 train: 0.148, R^2 test: 0.055 Bootstrap CV 37, alpha = 0.005, R^2 train: 0.148, R^2 test: 0.057 Bootstrap CV 37, alpha = 0.01, R^2 train: 0.148, R^2 test: 0.059 Bootstrap CV 37, alpha = 0.1, R^2 train: 0.135, R^2 test: 0.087 best alpha via bootstrap CV: 0.001 AUC Train: 0.708, Explained Variance Score Train: 0.148 AUC Validation: 0.601, Explained Variance Score Validation: 0.056 AUC Test: 0.761, Explained Variance Score Test: 0.260 Bootstrap CV 40, alpha = 0.001, R^2 train: 0.212, R^2 test: 0.186 Bootstrap CV 40, alpha = 0.005, R^2 train: 0.212, R^2 test: 0.186 Bootstrap CV 40, alpha = 0.01, R^2 train: 0.212, R^2 test: 0.186 Bootstrap CV 40, alpha = 0.1, R^2 train: 0.199, R^2 test: 0.172 best alpha via bootstrap CV: 0.001 AUC Train: 0.746, Explained Variance Score Train: 0.212 AUC Validation: 0.761, Explained Variance Score Validation: 0.190 AUC Test: 0.761, Explained Variance Score Test: 0.270 Bootstrap CV 39, alpha = 0.001, R^2 train: 0.166, R^2 test: 0.265 Bootstrap CV 39, alpha = 0.005, R^2 train: 0.166, R^2 test: 0.265 Bootstrap CV 39, alpha = 0.01, R^2 train: 0.166, R^2 test: 0.264 Bootstrap CV 39, alpha = 0.1, R^2 train: 0.155, R^2 test: 0.234 best alpha via bootstrap CV: 0.001 AUC Train: 0.707, Explained Variance Score Train: 0.166 AUC Validation: 0.818, Explained Variance Score Validation: 0.269 AUC Test: 0.761, Explained Variance Score Test: 0.256 Bootstrap CV 32, alpha = 0.001, R^2 train: 0.171, R^2 test: 0.261 Bootstrap CV 32, alpha = 0.005, R^2 train: 0.171, R^2 test: 0.260 Bootstrap CV 32, alpha = 0.01, R^2 train: 0.171, R^2 test: 0.259 Bootstrap CV 32, alpha = 0.1, R^2 train: 0.163, R^2 test: 0.235 best alpha via bootstrap CV: 0.001 AUC Train: 0.760, Explained Variance Score Train: 0.171 AUC Validation: 0.800, Explained Variance Score Validation: 0.263 AUC Test: 0.761, Explained Variance Score Test: 0.271 Bootstrap CV 45, alpha = 0.001, R^2 train: 0.285, R^2 test: 0.113 Bootstrap CV 45, alpha = 0.005, R^2 train: 0.285, R^2 test: 0.114 Bootstrap CV 45, alpha = 0.01, R^2 train: 0.285, R^2 test: 0.114 Bootstrap CV 45, alpha = 0.1, R^2 train: 0.274, R^2 test: 0.122 best alpha via bootstrap CV: 0.001 AUC Train: 0.776, Explained Variance Score Train: 0.285 AUC Validation: 0.715, Explained Variance Score Validation: 0.116 AUC Test: 0.761, Explained Variance Score Test: 0.274 Bootstrap CV 33, alpha = 0.001, R^2 train: 0.235, R^2 test: 0.200 Bootstrap CV 33, alpha = 0.005, R^2 train: 0.235, R^2 test: 0.201 Bootstrap CV 33, alpha = 0.01, R^2 train: 0.235, R^2 test: 0.202 Bootstrap CV 33, alpha = 0.1, R^2 train: 0.225, R^2 test: 0.204 best alpha via bootstrap CV: 0.01 AUC Train: 0.707, Explained Variance Score Train: 0.235 AUC Validation: 0.727, Explained Variance Score Validation: 0.205 AUC Test: 0.761, Explained Variance Score Test: 0.274 Bootstrap CV 46, alpha = 0.001, R^2 train: 0.139, R^2 test: 0.215 Bootstrap CV 46, alpha = 0.005, R^2 train: 0.139, R^2 test: 0.215 Bootstrap CV 46, alpha = 0.01, R^2 train: 0.139, R^2 test: 0.214 Bootstrap CV 46, alpha = 0.1, R^2 train: 0.129, R^2 test: 0.191 best alpha via bootstrap CV: 0.001 AUC Train: 0.739, Explained Variance Score Train: 0.139 AUC Validation: 0.731, Explained Variance Score Validation: 0.252 AUC Test: 0.761, Explained Variance Score Test: 0.253 Bootstrap CV 42, alpha = 0.001, R^2 train: 0.210, R^2 test: 0.111 Bootstrap CV 42, alpha = 0.005, R^2 train: 0.210, R^2 test: 0.112 Bootstrap CV 42, alpha = 0.01, R^2 train: 0.210, R^2 test: 0.113 Bootstrap CV 42, alpha = 0.1, R^2 train: 0.195, R^2 test: 0.120 best alpha via bootstrap CV: 0.001 AUC Train: 0.760, Explained Variance Score Train: 0.210 AUC Validation: 0.659, Explained Variance Score Validation: 0.112 AUC Test: 0.761, Explained Variance Score Test: 0.266 Bootstrap CV 43, alpha = 0.001, R^2 train: 0.239, R^2 test: 0.348 Bootstrap CV 43, alpha = 0.005, R^2 train: 0.239, R^2 test: 0.345 Bootstrap CV 43, alpha = 0.01, R^2 train: 0.239, R^2 test: 0.342 Bootstrap CV 43, alpha = 0.1, R^2 train: 0.225, R^2 test: 0.285 best alpha via bootstrap CV: 0.001 AUC Train: 0.737, Explained Variance Score Train: 0.239 AUC Validation: 0.816, Explained Variance Score Validation: 0.355 AUC Test: 0.761, Explained Variance Score Test: 0.260 Bootstrap CV 44, alpha = 0.001, R^2 train: 0.126, R^2 test: 0.162 Bootstrap CV 44, alpha = 0.005, R^2 train: 0.126, R^2 test: 0.164 Bootstrap CV 44, alpha = 0.01, R^2 train: 0.126, R^2 test: 0.165 Bootstrap CV 44, alpha = 0.1, R^2 train: 0.116, R^2 test: 0.175 best alpha via bootstrap CV: 0.001 AUC Train: 0.670, Explained Variance Score Train: 0.126 AUC Validation: 0.678, Explained Variance Score Validation: 0.193 AUC Test: 0.761, Explained Variance Score Test: 0.254 Bootstrap CV 47, alpha = 0.001, R^2 train: 0.253, R^2 test: 0.125 Bootstrap CV 47, alpha = 0.005, R^2 train: 0.253, R^2 test: 0.126 Bootstrap CV 47, alpha = 0.01, R^2 train: 0.253, R^2 test: 0.128 Bootstrap CV 47, alpha = 0.1, R^2 train: 0.245, R^2 test: 0.145 best alpha via bootstrap CV: 0.1 AUC Train: 0.782, Explained Variance Score Train: 0.245 AUC Validation: 0.784, Explained Variance Score Validation: 0.165 AUC Test: 0.761, Explained Variance Score Test: 0.273 Running batch 4 of 7 with 16 nodes Bootstrap CV 57, alpha = 0.001, R^2 train: 0.211, R^2 test: 0.165 Bootstrap CV 57, alpha = 0.005, R^2 train: 0.211, R^2 test: 0.167 Bootstrap CV 57, alpha = 0.01, R^2 train: 0.211, R^2 test: 0.169 Bootstrap CV 57, alpha = 0.1, R^2 train: 0.198, R^2 test: 0.184 best alpha via bootstrap CV: 0.001 AUC Train: 0.759, Explained Variance Score Train: 0.211 AUC Validation: 0.695, Explained Variance Score Validation: 0.167 AUC Test: 0.761, Explained Variance Score Test: 0.274 Bootstrap CV 49, alpha = 0.001, R^2 train: 0.246, R^2 test: 0.105 Bootstrap CV 49, alpha = 0.005, R^2 train: 0.246, R^2 test: 0.107 Bootstrap CV 49, alpha = 0.01, R^2 train: 0.245, R^2 test: 0.109 Bootstrap CV 49, alpha = 0.1, R^2 train: 0.231, R^2 test: 0.132 best alpha via bootstrap CV: 0.001 AUC Train: 0.711, Explained Variance Score Train: 0.246 AUC Validation: 0.737, Explained Variance Score Validation: 0.111 AUC Test: 0.761, Explained Variance Score Test: 0.271 Bootstrap CV 56, alpha = 0.001, R^2 train: 0.205, R^2 test: 0.343 Bootstrap CV 56, alpha = 0.005, R^2 train: 0.205, R^2 test: 0.342 Bootstrap CV 56, alpha = 0.01, R^2 train: 0.205, R^2 test: 0.340 Bootstrap CV 56, alpha = 0.1, R^2 train: 0.192, R^2 test: 0.302 best alpha via bootstrap CV: 0.001 AUC Train: 0.720, Explained Variance Score Train: 0.205 AUC Validation: 0.878, Explained Variance Score Validation: 0.343 AUC Test: 0.761, Explained Variance Score Test: 0.267 Bootstrap CV 52, alpha = 0.001, R^2 train: 0.162, R^2 test: 0.170 Bootstrap CV 52, alpha = 0.005, R^2 train: 0.162, R^2 test: 0.171 Bootstrap CV 52, alpha = 0.01, R^2 train: 0.162, R^2 test: 0.171 Bootstrap CV 52, alpha = 0.1, R^2 train: 0.149, R^2 test: 0.164 best alpha via bootstrap CV: 0.001 AUC Train: 0.713, Explained Variance Score Train: 0.162 AUC Validation: 0.758, Explained Variance Score Validation: 0.197 AUC Test: 0.761, Explained Variance Score Test: 0.266 Bootstrap CV 53, alpha = 0.001, R^2 train: 0.165, R^2 test: 0.256 Bootstrap CV 53, alpha = 0.005, R^2 train: 0.165, R^2 test: 0.255 Bootstrap CV 53, alpha = 0.01, R^2 train: 0.165, R^2 test: 0.255 Bootstrap CV 53, alpha = 0.1, R^2 train: 0.155, R^2 test: 0.230 best alpha via bootstrap CV: 0.001 AUC Train: 0.736, Explained Variance Score Train: 0.165 AUC Validation: 0.843, Explained Variance Score Validation: 0.257 AUC Test: 0.761, Explained Variance Score Test: 0.272 Bootstrap CV 51, alpha = 0.001, R^2 train: 0.208, R^2 test: 0.380 Bootstrap CV 51, alpha = 0.005, R^2 train: 0.208, R^2 test: 0.379 Bootstrap CV 51, alpha = 0.01, R^2 train: 0.208, R^2 test: 0.378 Bootstrap CV 51, alpha = 0.1, R^2 train: 0.194, R^2 test: 0.334 best alpha via bootstrap CV: 0.001 AUC Train: 0.715, Explained Variance Score Train: 0.208 AUC Validation: 0.784, Explained Variance Score Validation: 0.381 AUC Test: 0.761, Explained Variance Score Test: 0.273 Bootstrap CV 54, alpha = 0.001, R^2 train: 0.164, R^2 test: 0.276 Bootstrap CV 54, alpha = 0.005, R^2 train: 0.164, R^2 test: 0.275 Bootstrap CV 54, alpha = 0.01, R^2 train: 0.164, R^2 test: 0.274 Bootstrap CV 54, alpha = 0.1, R^2 train: 0.156, R^2 test: 0.247 best alpha via bootstrap CV: 0.001 AUC Train: 0.715, Explained Variance Score Train: 0.164 AUC Validation: 0.736, Explained Variance Score Validation: 0.280 AUC Test: 0.761, Explained Variance Score Test: 0.273 Bootstrap CV 50, alpha = 0.001, R^2 train: 0.283, R^2 test: 0.150 Bootstrap CV 50, alpha = 0.005, R^2 train: 0.283, R^2 test: 0.152 Bootstrap CV 50, alpha = 0.01, R^2 train: 0.283, R^2 test: 0.155 Bootstrap CV 50, alpha = 0.1, R^2 train: 0.274, R^2 test: 0.191 best alpha via bootstrap CV: 0.1 AUC Train: 0.799, Explained Variance Score Train: 0.274 AUC Validation: 0.742, Explained Variance Score Validation: 0.192 AUC Test: 0.761, Explained Variance Score Test: 0.273 Bootstrap CV 55, alpha = 0.001, R^2 train: 0.215, R^2 test: 0.181 Bootstrap CV 55, alpha = 0.005, R^2 train: 0.215, R^2 test: 0.181 Bootstrap CV 55, alpha = 0.01, R^2 train: 0.215, R^2 test: 0.181 Bootstrap CV 55, alpha = 0.1, R^2 train: 0.208, R^2 test: 0.181 best alpha via bootstrap CV: 0.001 AUC Train: 0.756, Explained Variance Score Train: 0.215 AUC Validation: 0.708, Explained Variance Score Validation: 0.186 AUC Test: 0.761, Explained Variance Score Test: 0.274 Bootstrap CV 58, alpha = 0.001, R^2 train: 0.177, R^2 test: 0.130 Bootstrap CV 58, alpha = 0.005, R^2 train: 0.177, R^2 test: 0.130 Bootstrap CV 58, alpha = 0.01, R^2 train: 0.177, R^2 test: 0.131 Bootstrap CV 58, alpha = 0.1, R^2 train: 0.164, R^2 test: 0.127 best alpha via bootstrap CV: 0.001 AUC Train: 0.743, Explained Variance Score Train: 0.177 AUC Validation: 0.632, Explained Variance Score Validation: 0.130 AUC Test: 0.761, Explained Variance Score Test: 0.267 Bootstrap CV 62, alpha = 0.001, R^2 train: 0.254, R^2 test: 0.065 Bootstrap CV 62, alpha = 0.005, R^2 train: 0.254, R^2 test: 0.067 Bootstrap CV 62, alpha = 0.01, R^2 train: 0.254, R^2 test: 0.068 Bootstrap CV 62, alpha = 0.1, R^2 train: 0.238, R^2 test: 0.086 best alpha via bootstrap CV: 0.001 AUC Train: 0.782, Explained Variance Score Train: 0.254 AUC Validation: 0.588, Explained Variance Score Validation: 0.074 AUC Test: 0.761, Explained Variance Score Test: 0.266 Bootstrap CV 60, alpha = 0.001, R^2 train: 0.244, R^2 test: 0.263 Bootstrap CV 60, alpha = 0.005, R^2 train: 0.244, R^2 test: 0.263 Bootstrap CV 60, alpha = 0.01, R^2 train: 0.244, R^2 test: 0.263 Bootstrap CV 60, alpha = 0.1, R^2 train: 0.233, R^2 test: 0.253 best alpha via bootstrap CV: 0.001 AUC Train: 0.708, Explained Variance Score Train: 0.244 AUC Validation: 0.833, Explained Variance Score Validation: 0.263 AUC Test: 0.761, Explained Variance Score Test: 0.274 Bootstrap CV 59, alpha = 0.001, R^2 train: 0.256, R^2 test: 0.082 Bootstrap CV 59, alpha = 0.005, R^2 train: 0.256, R^2 test: 0.084 Bootstrap CV 59, alpha = 0.01, R^2 train: 0.256, R^2 test: 0.086 Bootstrap CV 59, alpha = 0.1, R^2 train: 0.246, R^2 test: 0.116 best alpha via bootstrap CV: 0.01 AUC Train: 0.781, Explained Variance Score Train: 0.256 AUC Validation: 0.689, Explained Variance Score Validation: 0.087 AUC Test: 0.761, Explained Variance Score Test: 0.273 Bootstrap CV 61, alpha = 0.001, R^2 train: 0.216, R^2 test: 0.244 Bootstrap CV 61, alpha = 0.005, R^2 train: 0.216, R^2 test: 0.245 Bootstrap CV 61, alpha = 0.01, R^2 train: 0.216, R^2 test: 0.245 Bootstrap CV 61, alpha = 0.1, R^2 train: 0.202, R^2 test: 0.236 best alpha via bootstrap CV: 0.01 AUC Train: 0.712, Explained Variance Score Train: 0.216 AUC Validation: 0.732, Explained Variance Score Validation: 0.245 AUC Test: 0.761, Explained Variance Score Test: 0.274 Bootstrap CV 48, alpha = 0.001, R^2 train: 0.199, R^2 test: 0.112 Bootstrap CV 48, alpha = 0.005, R^2 train: 0.199, R^2 test: 0.112 Bootstrap CV 48, alpha = 0.01, R^2 train: 0.199, R^2 test: 0.112 Bootstrap CV 48, alpha = 0.1, R^2 train: 0.183, R^2 test: 0.101 best alpha via bootstrap CV: 0.001 AUC Train: 0.679, Explained Variance Score Train: 0.199 AUC Validation: 0.647, Explained Variance Score Validation: 0.113 AUC Test: 0.761, Explained Variance Score Test: 0.250 Bootstrap CV 63, alpha = 0.001, R^2 train: 0.226, R^2 test: 0.076 Bootstrap CV 63, alpha = 0.005, R^2 train: 0.226, R^2 test: 0.077 Bootstrap CV 63, alpha = 0.01, R^2 train: 0.226, R^2 test: 0.079 Bootstrap CV 63, alpha = 0.1, R^2 train: 0.211, R^2 test: 0.090 best alpha via bootstrap CV: 0.001 AUC Train: 0.775, Explained Variance Score Train: 0.226 AUC Validation: 0.695, Explained Variance Score Validation: 0.110 AUC Test: 0.761, Explained Variance Score Test: 0.274 Running batch 5 of 7 with 16 nodes Bootstrap CV 68, alpha = 0.001, R^2 train: 0.167, R^2 test: 0.212 Bootstrap CV 68, alpha = 0.005, R^2 train: 0.167, R^2 test: 0.211 Bootstrap CV 68, alpha = 0.01, R^2 train: 0.167, R^2 test: 0.209 Bootstrap CV 68, alpha = 0.1, R^2 train: 0.154, R^2 test: 0.174 best alpha via bootstrap CV: 0.001 AUC Train: 0.726, Explained Variance Score Train: 0.167 AUC Validation: 0.697, Explained Variance Score Validation: 0.212 AUC Test: 0.761, Explained Variance Score Test: 0.255 Bootstrap CV 67, alpha = 0.001, R^2 train: 0.125, R^2 test: 0.147 Bootstrap CV 67, alpha = 0.005, R^2 train: 0.125, R^2 test: 0.149 Bootstrap CV 67, alpha = 0.01, R^2 train: 0.125, R^2 test: 0.150 Bootstrap CV 67, alpha = 0.1, R^2 train: 0.116, R^2 test: 0.160 best alpha via bootstrap CV: 0.001 AUC Train: 0.681, Explained Variance Score Train: 0.125 AUC Validation: 0.708, Explained Variance Score Validation: 0.166 AUC Test: 0.761, Explained Variance Score Test: 0.263 Bootstrap CV 71, alpha = 0.001, R^2 train: 0.269, R^2 test: 0.109 Bootstrap CV 71, alpha = 0.005, R^2 train: 0.269, R^2 test: 0.110 Bootstrap CV 71, alpha = 0.01, R^2 train: 0.269, R^2 test: 0.112 Bootstrap CV 71, alpha = 0.1, R^2 train: 0.261, R^2 test: 0.142 best alpha via bootstrap CV: 0.01 AUC Train: 0.793, Explained Variance Score Train: 0.269 AUC Validation: 0.682, Explained Variance Score Validation: 0.115 AUC Test: 0.761, Explained Variance Score Test: 0.273 Bootstrap CV 70, alpha = 0.001, R^2 train: 0.131, R^2 test: 0.206 Bootstrap CV 70, alpha = 0.005, R^2 train: 0.131, R^2 test: 0.206 Bootstrap CV 70, alpha = 0.01, R^2 train: 0.131, R^2 test: 0.205 Bootstrap CV 70, alpha = 0.1, R^2 train: 0.121, R^2 test: 0.179 best alpha via bootstrap CV: 0.001 AUC Train: 0.704, Explained Variance Score Train: 0.131 AUC Validation: 0.783, Explained Variance Score Validation: 0.215 AUC Test: 0.761, Explained Variance Score Test: 0.259 Bootstrap CV 65, alpha = 0.001, R^2 train: 0.265, R^2 test: 0.123 Bootstrap CV 65, alpha = 0.005, R^2 train: 0.265, R^2 test: 0.123 Bootstrap CV 65, alpha = 0.01, R^2 train: 0.265, R^2 test: 0.123 Bootstrap CV 65, alpha = 0.1, R^2 train: 0.255, R^2 test: 0.121 best alpha via bootstrap CV: 0.001 AUC Train: 0.793, Explained Variance Score Train: 0.265 AUC Validation: 0.755, Explained Variance Score Validation: 0.136 AUC Test: 0.761, Explained Variance Score Test: 0.272 Bootstrap CV 64, alpha = 0.001, R^2 train: 0.229, R^2 test: 0.152 Bootstrap CV 64, alpha = 0.005, R^2 train: 0.229, R^2 test: 0.152 Bootstrap CV 64, alpha = 0.01, R^2 train: 0.229, R^2 test: 0.152 Bootstrap CV 64, alpha = 0.1, R^2 train: 0.216, R^2 test: 0.144 best alpha via bootstrap CV: 0.001 AUC Train: 0.770, Explained Variance Score Train: 0.229 AUC Validation: 0.664, Explained Variance Score Validation: 0.157 AUC Test: 0.761, Explained Variance Score Test: 0.272 Bootstrap CV 72, alpha = 0.001, R^2 train: 0.297, R^2 test: 0.296 Bootstrap CV 72, alpha = 0.005, R^2 train: 0.297, R^2 test: 0.296 Bootstrap CV 72, alpha = 0.01, R^2 train: 0.297, R^2 test: 0.296 Bootstrap CV 72, alpha = 0.1, R^2 train: 0.286, R^2 test: 0.292 best alpha via bootstrap CV: 0.01 AUC Train: 0.771, Explained Variance Score Train: 0.297 AUC Validation: 0.771, Explained Variance Score Validation: 0.305 AUC Test: 0.761, Explained Variance Score Test: 0.274 Bootstrap CV 75, alpha = 0.001, R^2 train: 0.222, R^2 test: 0.296 Bootstrap CV 75, alpha = 0.005, R^2 train: 0.222, R^2 test: 0.295 Bootstrap CV 75, alpha = 0.01, R^2 train: 0.222, R^2 test: 0.293 Bootstrap CV 75, alpha = 0.1, R^2 train: 0.212, R^2 test: 0.263 best alpha via bootstrap CV: 0.001 AUC Train: 0.751, Explained Variance Score Train: 0.222 AUC Validation: 0.853, Explained Variance Score Validation: 0.297 AUC Test: 0.761, Explained Variance Score Test: 0.271 Bootstrap CV 69, alpha = 0.001, R^2 train: 0.214, R^2 test: 0.141 Bootstrap CV 69, alpha = 0.005, R^2 train: 0.214, R^2 test: 0.144 Bootstrap CV 69, alpha = 0.01, R^2 train: 0.214, R^2 test: 0.148 Bootstrap CV 69, alpha = 0.1, R^2 train: 0.204, R^2 test: 0.196 best alpha via bootstrap CV: 0.01 AUC Train: 0.769, Explained Variance Score Train: 0.214 AUC Validation: 0.790, Explained Variance Score Validation: 0.159 AUC Test: 0.761, Explained Variance Score Test: 0.274 Bootstrap CV 73, alpha = 0.001, R^2 train: 0.142, R^2 test: 0.157 Bootstrap CV 73, alpha = 0.005, R^2 train: 0.141, R^2 test: 0.157 Bootstrap CV 73, alpha = 0.01, R^2 train: 0.141, R^2 test: 0.158 Bootstrap CV 73, alpha = 0.1, R^2 train: 0.130, R^2 test: 0.150 best alpha via bootstrap CV: 0.001 AUC Train: 0.702, Explained Variance Score Train: 0.142 AUC Validation: 0.753, Explained Variance Score Validation: 0.158 AUC Test: 0.761, Explained Variance Score Test: 0.267 Bootstrap CV 74, alpha = 0.001, R^2 train: 0.111, R^2 test: 0.201 Bootstrap CV 74, alpha = 0.005, R^2 train: 0.111, R^2 test: 0.199 Bootstrap CV 74, alpha = 0.01, R^2 train: 0.111, R^2 test: 0.197 Bootstrap CV 74, alpha = 0.1, R^2 train: 0.098, R^2 test: 0.144 best alpha via bootstrap CV: 0.001 AUC Train: 0.709, Explained Variance Score Train: 0.111 AUC Validation: 0.696, Explained Variance Score Validation: 0.206 AUC Test: 0.761, Explained Variance Score Test: 0.238 Bootstrap CV 66, alpha = 0.001, R^2 train: 0.286, R^2 test: 0.128 Bootstrap CV 66, alpha = 0.005, R^2 train: 0.286, R^2 test: 0.130 Bootstrap CV 66, alpha = 0.01, R^2 train: 0.286, R^2 test: 0.134 Bootstrap CV 66, alpha = 0.1, R^2 train: 0.276, R^2 test: 0.177 best alpha via bootstrap CV: 0.1 AUC Train: 0.719, Explained Variance Score Train: 0.276 AUC Validation: 0.718, Explained Variance Score Validation: 0.181 AUC Test: 0.761, Explained Variance Score Test: 0.274 Bootstrap CV 76, alpha = 0.001, R^2 train: 0.271, R^2 test: -0.028 Bootstrap CV 76, alpha = 0.005, R^2 train: 0.271, R^2 test: -0.025 Bootstrap CV 76, alpha = 0.01, R^2 train: 0.271, R^2 test: -0.021 Bootstrap CV 76, alpha = 0.1, R^2 train: 0.262, R^2 test: 0.030 best alpha via bootstrap CV: 0.01 AUC Train: 0.800, Explained Variance Score Train: 0.271 AUC Validation: 0.621, Explained Variance Score Validation: -0.021 AUC Test: 0.761, Explained Variance Score Test: 0.272 Bootstrap CV 77, alpha = 0.001, R^2 train: 0.190, R^2 test: 0.158 Bootstrap CV 77, alpha = 0.005, R^2 train: 0.190, R^2 test: 0.159 Bootstrap CV 77, alpha = 0.01, R^2 train: 0.190, R^2 test: 0.160 Bootstrap CV 77, alpha = 0.1, R^2 train: 0.183, R^2 test: 0.164 best alpha via bootstrap CV: 0.001 AUC Train: 0.755, Explained Variance Score Train: 0.190 AUC Validation: 0.729, Explained Variance Score Validation: 0.181 AUC Test: 0.761, Explained Variance Score Test: 0.274 Bootstrap CV 79, alpha = 0.001, R^2 train: 0.200, R^2 test: 0.272 Bootstrap CV 79, alpha = 0.005, R^2 train: 0.200, R^2 test: 0.272 Bootstrap CV 79, alpha = 0.01, R^2 train: 0.200, R^2 test: 0.272 Bootstrap CV 79, alpha = 0.1, R^2 train: 0.193, R^2 test: 0.262 best alpha via bootstrap CV: 0.01 AUC Train: 0.755, Explained Variance Score Train: 0.200 AUC Validation: 0.791, Explained Variance Score Validation: 0.354 AUC Test: 0.761, Explained Variance Score Test: 0.274 Bootstrap CV 78, alpha = 0.001, R^2 train: 0.258, R^2 test: 0.253 Bootstrap CV 78, alpha = 0.005, R^2 train: 0.258, R^2 test: 0.254 Bootstrap CV 78, alpha = 0.01, R^2 train: 0.258, R^2 test: 0.254 Bootstrap CV 78, alpha = 0.1, R^2 train: 0.250, R^2 test: 0.258 best alpha via bootstrap CV: 0.1 AUC Train: 0.808, Explained Variance Score Train: 0.250 AUC Validation: 0.768, Explained Variance Score Validation: 0.289 AUC Test: 0.761, Explained Variance Score Test: 0.274 Running batch 6 of 7 with 16 nodes Bootstrap CV 89, alpha = 0.001, R^2 train: 0.175, R^2 test: 0.145 Bootstrap CV 89, alpha = 0.005, R^2 train: 0.175, R^2 test: 0.145 Bootstrap CV 89, alpha = 0.01, R^2 train: 0.175, R^2 test: 0.145 Bootstrap CV 89, alpha = 0.1, R^2 train: 0.166, R^2 test: 0.132 best alpha via bootstrap CV: 0.001 AUC Train: 0.695, Explained Variance Score Train: 0.175 AUC Validation: 0.705, Explained Variance Score Validation: 0.152 AUC Test: 0.761, Explained Variance Score Test: 0.259 Bootstrap CV 86, alpha = 0.001, R^2 train: 0.212, R^2 test: 0.149 Bootstrap CV 86, alpha = 0.005, R^2 train: 0.212, R^2 test: 0.150 Bootstrap CV 86, alpha = 0.01, R^2 train: 0.212, R^2 test: 0.151 Bootstrap CV 86, alpha = 0.1, R^2 train: 0.204, R^2 test: 0.158 best alpha via bootstrap CV: 0.001 AUC Train: 0.717, Explained Variance Score Train: 0.212 AUC Validation: 0.798, Explained Variance Score Validation: 0.206 AUC Test: 0.761, Explained Variance Score Test: 0.273 Bootstrap CV 83, alpha = 0.001, R^2 train: 0.188, R^2 test: 0.192 Bootstrap CV 83, alpha = 0.005, R^2 train: 0.188, R^2 test: 0.192 Bootstrap CV 83, alpha = 0.01, R^2 train: 0.188, R^2 test: 0.191 Bootstrap CV 83, alpha = 0.1, R^2 train: 0.179, R^2 test: 0.177 best alpha via bootstrap CV: 0.001 AUC Train: 0.720, Explained Variance Score Train: 0.188 AUC Validation: 0.769, Explained Variance Score Validation: 0.194 AUC Test: 0.761, Explained Variance Score Test: 0.267 Bootstrap CV 81, alpha = 0.001, R^2 train: 0.215, R^2 test: 0.201 Bootstrap CV 81, alpha = 0.005, R^2 train: 0.215, R^2 test: 0.201 Bootstrap CV 81, alpha = 0.01, R^2 train: 0.215, R^2 test: 0.201 Bootstrap CV 81, alpha = 0.1, R^2 train: 0.205, R^2 test: 0.192 best alpha via bootstrap CV: 0.001 AUC Train: 0.802, Explained Variance Score Train: 0.215 AUC Validation: 0.790, Explained Variance Score Validation: 0.202 AUC Test: 0.761, Explained Variance Score Test: 0.273 Bootstrap CV 82, alpha = 0.001, R^2 train: 0.183, R^2 test: 0.152 Bootstrap CV 82, alpha = 0.005, R^2 train: 0.183, R^2 test: 0.152 Bootstrap CV 82, alpha = 0.01, R^2 train: 0.183, R^2 test: 0.151 Bootstrap CV 82, alpha = 0.1, R^2 train: 0.165, R^2 test: 0.123 best alpha via bootstrap CV: 0.001 AUC Train: 0.732, Explained Variance Score Train: 0.183 AUC Validation: 0.701, Explained Variance Score Validation: 0.174 AUC Test: 0.761, Explained Variance Score Test: 0.250 Bootstrap CV 84, alpha = 0.001, R^2 train: 0.235, R^2 test: 0.065 Bootstrap CV 84, alpha = 0.005, R^2 train: 0.235, R^2 test: 0.067 Bootstrap CV 84, alpha = 0.01, R^2 train: 0.235, R^2 test: 0.070 Bootstrap CV 84, alpha = 0.1, R^2 train: 0.226, R^2 test: 0.106 best alpha via bootstrap CV: 0.001 AUC Train: 0.782, Explained Variance Score Train: 0.235 AUC Validation: 0.785, Explained Variance Score Validation: 0.088 AUC Test: 0.761, Explained Variance Score Test: 0.273 Bootstrap CV 85, alpha = 0.001, R^2 train: 0.108, R^2 test: 0.175 Bootstrap CV 85, alpha = 0.005, R^2 train: 0.108, R^2 test: 0.174 Bootstrap CV 85, alpha = 0.01, R^2 train: 0.108, R^2 test: 0.173 Bootstrap CV 85, alpha = 0.1, R^2 train: 0.100, R^2 test: 0.141 best alpha via bootstrap CV: 0.001 AUC Train: 0.675, Explained Variance Score Train: 0.108 AUC Validation: 0.748, Explained Variance Score Validation: 0.206 AUC Test: 0.761, Explained Variance Score Test: 0.242 Bootstrap CV 88, alpha = 0.001, R^2 train: 0.221, R^2 test: 0.074 Bootstrap CV 88, alpha = 0.005, R^2 train: 0.221, R^2 test: 0.075 Bootstrap CV 88, alpha = 0.01, R^2 train: 0.221, R^2 test: 0.076 Bootstrap CV 88, alpha = 0.1, R^2 train: 0.211, R^2 test: 0.083 best alpha via bootstrap CV: 0.001 AUC Train: 0.734, Explained Variance Score Train: 0.221 AUC Validation: 0.657, Explained Variance Score Validation: 0.090 AUC Test: 0.761, Explained Variance Score Test: 0.272 Bootstrap CV 90, alpha = 0.001, R^2 train: 0.175, R^2 test: 0.082 Bootstrap CV 90, alpha = 0.005, R^2 train: 0.175, R^2 test: 0.084 Bootstrap CV 90, alpha = 0.01, R^2 train: 0.175, R^2 test: 0.088 Bootstrap CV 90, alpha = 0.1, R^2 train: 0.164, R^2 test: 0.125 best alpha via bootstrap CV: 0.001 AUC Train: 0.715, Explained Variance Score Train: 0.175 AUC Validation: 0.669, Explained Variance Score Validation: 0.094 AUC Test: 0.761, Explained Variance Score Test: 0.271 Bootstrap CV 80, alpha = 0.001, R^2 train: 0.260, R^2 test: 0.249 Bootstrap CV 80, alpha = 0.005, R^2 train: 0.260, R^2 test: 0.248 Bootstrap CV 80, alpha = 0.01, R^2 train: 0.260, R^2 test: 0.248 Bootstrap CV 80, alpha = 0.1, R^2 train: 0.249, R^2 test: 0.227 best alpha via bootstrap CV: 0.01 AUC Train: 0.825, Explained Variance Score Train: 0.260 AUC Validation: 0.743, Explained Variance Score Validation: 0.268 AUC Test: 0.761, Explained Variance Score Test: 0.274 Bootstrap CV 94, alpha = 0.001, R^2 train: 0.242, R^2 test: 0.206 Bootstrap CV 94, alpha = 0.005, R^2 train: 0.242, R^2 test: 0.206 Bootstrap CV 94, alpha = 0.01, R^2 train: 0.242, R^2 test: 0.207 Bootstrap CV 94, alpha = 0.1, R^2 train: 0.232, R^2 test: 0.202 best alpha via bootstrap CV: 0.001 AUC Train: 0.805, Explained Variance Score Train: 0.242 AUC Validation: 0.775, Explained Variance Score Validation: 0.206 AUC Test: 0.761, Explained Variance Score Test: 0.272 Bootstrap CV 92, alpha = 0.001, R^2 train: 0.297, R^2 test: 0.237 Bootstrap CV 92, alpha = 0.005, R^2 train: 0.297, R^2 test: 0.238 Bootstrap CV 92, alpha = 0.01, R^2 train: 0.297, R^2 test: 0.240 Bootstrap CV 92, alpha = 0.1, R^2 train: 0.286, R^2 test: 0.259 best alpha via bootstrap CV: 0.001 AUC Train: 0.736, Explained Variance Score Train: 0.297 AUC Validation: 0.759, Explained Variance Score Validation: 0.238 AUC Test: 0.761, Explained Variance Score Test: 0.274 Bootstrap CV 93, alpha = 0.001, R^2 train: 0.223, R^2 test: 0.235 Bootstrap CV 93, alpha = 0.005, R^2 train: 0.223, R^2 test: 0.235 Bootstrap CV 93, alpha = 0.01, R^2 train: 0.223, R^2 test: 0.234 Bootstrap CV 93, alpha = 0.1, R^2 train: 0.213, R^2 test: 0.215 best alpha via bootstrap CV: 0.001 AUC Train: 0.749, Explained Variance Score Train: 0.223 AUC Validation: 0.723, Explained Variance Score Validation: 0.255 AUC Test: 0.761, Explained Variance Score Test: 0.274 Bootstrap CV 87, alpha = 0.001, R^2 train: 0.149, R^2 test: 0.117 Bootstrap CV 87, alpha = 0.005, R^2 train: 0.149, R^2 test: 0.116 Bootstrap CV 87, alpha = 0.01, R^2 train: 0.149, R^2 test: 0.115 Bootstrap CV 87, alpha = 0.1, R^2 train: 0.132, R^2 test: 0.091 best alpha via bootstrap CV: 0.001 AUC Train: 0.663, Explained Variance Score Train: 0.149 AUC Validation: 0.746, Explained Variance Score Validation: 0.211 AUC Test: 0.761, Explained Variance Score Test: 0.242 Bootstrap CV 91, alpha = 0.001, R^2 train: 0.191, R^2 test: 0.215 Bootstrap CV 91, alpha = 0.005, R^2 train: 0.191, R^2 test: 0.214 Bootstrap CV 91, alpha = 0.01, R^2 train: 0.191, R^2 test: 0.214 Bootstrap CV 91, alpha = 0.1, R^2 train: 0.183, R^2 test: 0.201 best alpha via bootstrap CV: 0.001 AUC Train: 0.773, Explained Variance Score Train: 0.191 AUC Validation: 0.743, Explained Variance Score Validation: 0.215 AUC Test: 0.761, Explained Variance Score Test: 0.272 Bootstrap CV 95, alpha = 0.001, R^2 train: 0.235, R^2 test: 0.006 Bootstrap CV 95, alpha = 0.005, R^2 train: 0.235, R^2 test: 0.008 Bootstrap CV 95, alpha = 0.01, R^2 train: 0.234, R^2 test: 0.010 Bootstrap CV 95, alpha = 0.1, R^2 train: 0.225, R^2 test: 0.035 best alpha via bootstrap CV: 0.001 AUC Train: 0.723, Explained Variance Score Train: 0.235 AUC Validation: 0.636, Explained Variance Score Validation: 0.007 AUC Test: 0.761, Explained Variance Score Test: 0.274 Running batch 7 of 7 with 4 nodes Bootstrap CV 96, alpha = 0.001, R^2 train: 0.173, R^2 test: 0.106 Bootstrap CV 96, alpha = 0.005, R^2 train: 0.173, R^2 test: 0.107 Bootstrap CV 96, alpha = 0.01, R^2 train: 0.173, R^2 test: 0.109 Bootstrap CV 96, alpha = 0.1, R^2 train: 0.166, R^2 test: 0.127 best alpha via bootstrap CV: 0.001 AUC Train: 0.750, Explained Variance Score Train: 0.173 AUC Validation: 0.689, Explained Variance Score Validation: 0.110 AUC Test: 0.761, Explained Variance Score Test: 0.273 Bootstrap CV 99, alpha = 0.001, R^2 train: 0.277, R^2 test: 0.125 Bootstrap CV 99, alpha = 0.005, R^2 train: 0.277, R^2 test: 0.124 Bootstrap CV 99, alpha = 0.01, R^2 train: 0.277, R^2 test: 0.124 Bootstrap CV 99, alpha = 0.1, R^2 train: 0.264, R^2 test: 0.107 best alpha via bootstrap CV: 0.001 AUC Train: 0.770, Explained Variance Score Train: 0.277 AUC Validation: 0.732, Explained Variance Score Validation: 0.167 AUC Test: 0.761, Explained Variance Score Test: 0.273 Bootstrap CV 97, alpha = 0.001, R^2 train: 0.224, R^2 test: 0.183 Bootstrap CV 97, alpha = 0.005, R^2 train: 0.224, R^2 test: 0.183 Bootstrap CV 97, alpha = 0.01, R^2 train: 0.224, R^2 test: 0.184 Bootstrap CV 97, alpha = 0.1, R^2 train: 0.213, R^2 test: 0.186 best alpha via bootstrap CV: 0.01 AUC Train: 0.775, Explained Variance Score Train: 0.224 AUC Validation: 0.673, Explained Variance Score Validation: 0.191 AUC Test: 0.761, Explained Variance Score Test: 0.274 Bootstrap CV 98, alpha = 0.001, R^2 train: 0.253, R^2 test: 0.186 Bootstrap CV 98, alpha = 0.005, R^2 train: 0.253, R^2 test: 0.187 Bootstrap CV 98, alpha = 0.01, R^2 train: 0.253, R^2 test: 0.188 Bootstrap CV 98, alpha = 0.1, R^2 train: 0.243, R^2 test: 0.190 best alpha via bootstrap CV: 0.005 AUC Train: 0.764, Explained Variance Score Train: 0.253 AUC Validation: 0.754, Explained Variance Score Validation: 0.197 AUC Test: 0.761, Explained Variance Score Test: 0.274 total Variables 1 and total subjects: 1751 ->AUC validation: 0.730 95% CI: [0.718 , 0.742] ->AUC test: 0.761 95% CI: [0.761 , 0.761] ->R^2 validation: 0.192 95% CI: [0.177 , 0.208] ->R^2 test: 0.267 95% CI: [0.266 , 0.269] ->Explained Variance validation: 0.182 95% CI: [0.167 , 0.197] ->Explained Variance test: 0.264 95% CI: [0.262 , 0.267] Test set metrics: @threshold:0.812, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:0.769, sens:0.012, spec:1.000, ppv:1.000, acc:0.766, f1:0.024, mcc:0.000, total+:1, total-:349 @threshold:0.650, sens:0.024, spec:0.996, ppv:0.667, acc:0.766, f1:0.047, mcc:0.107, total+:3, total-:347 @threshold:0.638, sens:0.024, spec:0.993, ppv:0.500, acc:0.763, f1:0.046, mcc:0.038, total+:4, total-:346 @threshold:0.636, sens:0.036, spec:0.993, ppv:0.600, acc:0.766, f1:0.068, mcc:0.059, total+:5, total-:345 @threshold:0.440, sens:0.157, spec:0.989, ppv:0.812, acc:0.791, f1:0.263, mcc:0.112, total+:16, total-:334 @threshold:0.440, sens:0.169, spec:0.989, ppv:0.824, acc:0.794, f1:0.280, mcc:0.117, total+:17, total-:333 @threshold:0.412, sens:0.181, spec:0.981, ppv:0.750, acc:0.791, f1:0.291, mcc:0.067, total+:20, total-:330 @threshold:0.337, sens:0.205, spec:0.978, ppv:0.739, acc:0.794, f1:0.321, mcc:0.059, total+:23, total-:327 @threshold:0.316, sens:0.217, spec:0.970, ppv:0.692, acc:0.791, f1:0.330, mcc:0.043, total+:26, total-:324 @threshold:0.306, sens:0.217, spec:0.966, ppv:0.667, acc:0.789, f1:0.327, mcc:0.037, total+:27, total-:323 @threshold:0.302, sens:0.229, spec:0.966, ppv:0.679, acc:0.791, f1:0.342, mcc:0.039, total+:28, total-:322 @threshold:0.301, sens:0.229, spec:0.951, ppv:0.594, acc:0.780, f1:0.330, mcc:0.023, total+:32, total-:318 @threshold:0.297, sens:0.289, spec:0.951, ppv:0.649, acc:0.794, f1:0.400, mcc:0.029, total+:37, total-:313 @threshold:0.295, sens:0.301, spec:0.951, ppv:0.658, acc:0.797, f1:0.413, mcc:0.030, total+:38, total-:312 @threshold:0.285, sens:0.313, spec:0.948, ppv:0.650, acc:0.797, f1:0.423, mcc:0.028, total+:40, total-:310 @threshold:0.267, sens:0.325, spec:0.940, ppv:0.628, acc:0.794, f1:0.429, mcc:0.025, total+:43, total-:307 @threshold:0.264, sens:0.325, spec:0.936, ppv:0.614, acc:0.791, f1:0.425, mcc:0.023, total+:44, total-:306 @threshold:0.253, sens:0.325, spec:0.925, ppv:0.574, acc:0.783, f1:0.415, mcc:0.018, total+:47, total-:303 @threshold:0.251, sens:0.337, spec:0.925, ppv:0.583, acc:0.786, f1:0.427, mcc:0.019, total+:48, total-:302 @threshold:0.250, sens:0.337, spec:0.921, ppv:0.571, acc:0.783, f1:0.424, mcc:0.017, total+:49, total-:301 @threshold:0.241, sens:0.349, spec:0.918, ppv:0.569, acc:0.783, f1:0.433, mcc:0.017, total+:51, total-:299 @threshold:0.214, sens:0.361, spec:0.906, ppv:0.545, acc:0.777, f1:0.435, mcc:0.015, total+:55, total-:295 @threshold:0.213, sens:0.361, spec:0.903, ppv:0.536, acc:0.774, f1:0.432, mcc:0.014, total+:56, total-:294 @threshold:0.206, sens:0.386, spec:0.899, ppv:0.542, acc:0.777, f1:0.451, mcc:0.014, total+:59, total-:291 @threshold:0.204, sens:0.398, spec:0.895, ppv:0.541, acc:0.777, f1:0.458, mcc:0.014, total+:61, total-:289 @threshold:0.204, sens:0.398, spec:0.891, ppv:0.532, acc:0.774, f1:0.455, mcc:0.013, total+:62, total-:288 @threshold:0.202, sens:0.410, spec:0.891, ppv:0.540, acc:0.777, f1:0.466, mcc:0.013, total+:63, total-:287 @threshold:0.199, sens:0.410, spec:0.888, ppv:0.531, acc:0.774, f1:0.463, mcc:0.013, total+:64, total-:286 @threshold:0.194, sens:0.422, spec:0.884, ppv:0.530, acc:0.774, f1:0.470, mcc:0.013, total+:66, total-:284 @threshold:0.194, sens:0.422, spec:0.880, ppv:0.522, acc:0.771, f1:0.467, mcc:0.012, total+:67, total-:283 @threshold:0.184, sens:0.434, spec:0.869, ppv:0.507, acc:0.766, f1:0.468, mcc:0.011, total+:71, total-:279 @threshold:0.174, sens:0.458, spec:0.865, ppv:0.514, acc:0.769, f1:0.484, mcc:0.011, total+:74, total-:276 @threshold:0.170, sens:0.470, spec:0.865, ppv:0.520, acc:0.771, f1:0.494, mcc:0.011, total+:75, total-:275 @threshold:0.165, sens:0.482, spec:0.858, ppv:0.513, acc:0.769, f1:0.497, mcc:0.011, total+:78, total-:272 @threshold:0.165, sens:0.482, spec:0.854, ppv:0.506, acc:0.766, f1:0.494, mcc:0.010, total+:79, total-:271 @threshold:0.162, sens:0.494, spec:0.854, ppv:0.512, acc:0.769, f1:0.503, mcc:0.011, total+:80, total-:270 @threshold:0.150, sens:0.494, spec:0.850, ppv:0.506, acc:0.766, f1:0.500, mcc:0.010, total+:81, total-:269 @threshold:0.146, sens:0.506, spec:0.850, ppv:0.512, acc:0.769, f1:0.509, mcc:0.011, total+:82, total-:268 @threshold:0.137, sens:0.518, spec:0.846, ppv:0.512, acc:0.769, f1:0.515, mcc:0.010, total+:84, total-:266 @threshold:0.135, sens:0.530, spec:0.846, ppv:0.518, acc:0.771, f1:0.524, mcc:0.011, total+:85, total-:265 @threshold:0.121, sens:0.530, spec:0.843, ppv:0.512, acc:0.769, f1:0.521, mcc:0.010, total+:86, total-:264 @threshold:0.117, sens:0.530, spec:0.820, ppv:0.478, acc:0.751, f1:0.503, mcc:0.008, total+:92, total-:258 @threshold:0.117, sens:0.530, spec:0.809, ppv:0.463, acc:0.743, f1:0.494, mcc:0.008, total+:95, total-:255 @threshold:0.113, sens:0.542, spec:0.798, ppv:0.455, acc:0.737, f1:0.495, mcc:0.007, total+:99, total-:251 @threshold:0.103, sens:0.542, spec:0.794, ppv:0.450, acc:0.734, f1:0.492, mcc:0.007, total+:100, total-:250 @threshold:0.100, sens:0.578, spec:0.787, ppv:0.457, acc:0.737, f1:0.511, mcc:0.007, total+:105, total-:245 @threshold:0.098, sens:0.590, spec:0.787, ppv:0.462, acc:0.740, f1:0.519, mcc:0.007, total+:106, total-:244 @threshold:0.089, sens:0.590, spec:0.775, ppv:0.450, acc:0.731, f1:0.510, mcc:0.007, total+:109, total-:241 @threshold:0.085, sens:0.602, spec:0.772, ppv:0.450, acc:0.731, f1:0.515, mcc:0.007, total+:111, total-:239 @threshold:0.075, sens:0.614, spec:0.772, ppv:0.455, acc:0.734, f1:0.523, mcc:0.007, total+:112, total-:238 @threshold:0.075, sens:0.614, spec:0.768, ppv:0.451, acc:0.731, f1:0.520, mcc:0.007, total+:113, total-:237 @threshold:0.073, sens:0.627, spec:0.764, ppv:0.452, acc:0.731, f1:0.525, mcc:0.007, total+:115, total-:235 @threshold:0.071, sens:0.627, spec:0.760, ppv:0.448, acc:0.729, f1:0.523, mcc:0.007, total+:116, total-:234 @threshold:0.071, sens:0.627, spec:0.738, ppv:0.426, acc:0.711, f1:0.507, mcc:0.006, total+:122, total-:228 @threshold:0.059, sens:0.639, spec:0.727, ppv:0.421, acc:0.706, f1:0.507, mcc:0.006, total+:126, total-:224 @threshold:0.048, sens:0.639, spec:0.723, ppv:0.417, acc:0.703, f1:0.505, mcc:0.005, total+:127, total-:223 @threshold:0.038, sens:0.639, spec:0.715, ppv:0.411, acc:0.697, f1:0.500, mcc:0.005, total+:129, total-:221 @threshold:0.028, sens:0.639, spec:0.704, ppv:0.402, acc:0.689, f1:0.493, mcc:0.005, total+:132, total-:218 @threshold:0.025, sens:0.651, spec:0.700, ppv:0.403, acc:0.689, f1:0.498, mcc:0.005, total+:134, total-:216 @threshold:0.024, sens:0.651, spec:0.697, ppv:0.400, acc:0.686, f1:0.495, mcc:0.005, total+:135, total-:215 @threshold:0.012, sens:0.675, spec:0.678, ppv:0.394, acc:0.677, f1:0.498, mcc:0.005, total+:142, total-:208 @threshold:-0.002, sens:0.675, spec:0.674, ppv:0.392, acc:0.674, f1:0.496, mcc:0.005, total+:143, total-:207 @threshold:-0.003, sens:0.687, spec:0.667, ppv:0.390, acc:0.671, f1:0.498, mcc:0.004, total+:146, total-:204 @threshold:-0.010, sens:0.687, spec:0.663, ppv:0.388, acc:0.669, f1:0.496, mcc:0.004, total+:147, total-:203 @threshold:-0.012, sens:0.699, spec:0.663, ppv:0.392, acc:0.671, f1:0.502, mcc:0.005, total+:148, total-:202 @threshold:-0.013, sens:0.699, spec:0.659, ppv:0.389, acc:0.669, f1:0.500, mcc:0.004, total+:149, total-:201 @threshold:-0.014, sens:0.711, spec:0.655, ppv:0.391, acc:0.669, f1:0.504, mcc:0.005, total+:151, total-:199 @threshold:-0.024, sens:0.711, spec:0.652, ppv:0.388, acc:0.666, f1:0.502, mcc:0.004, total+:152, total-:198 @threshold:-0.029, sens:0.723, spec:0.637, ppv:0.382, acc:0.657, f1:0.500, mcc:0.004, total+:157, total-:193 @threshold:-0.032, sens:0.735, spec:0.637, ppv:0.386, acc:0.660, f1:0.506, mcc:0.004, total+:158, total-:192 @threshold:-0.039, sens:0.747, spec:0.625, ppv:0.383, acc:0.654, f1:0.506, mcc:0.004, total+:162, total-:188 @threshold:-0.042, sens:0.747, spec:0.622, ppv:0.380, acc:0.651, f1:0.504, mcc:0.004, total+:163, total-:187 @threshold:-0.042, sens:0.747, spec:0.614, ppv:0.376, acc:0.646, f1:0.500, mcc:0.004, total+:165, total-:185 @threshold:-0.043, sens:0.747, spec:0.610, ppv:0.373, acc:0.643, f1:0.498, mcc:0.004, total+:166, total-:184 @threshold:-0.045, sens:0.759, spec:0.610, ppv:0.377, acc:0.646, f1:0.504, mcc:0.004, total+:167, total-:183 @threshold:-0.047, sens:0.795, spec:0.551, ppv:0.355, acc:0.609, f1:0.491, mcc:0.003, total+:186, total-:164 @threshold:-0.050, sens:0.795, spec:0.547, ppv:0.353, acc:0.606, f1:0.489, mcc:0.003, total+:187, total-:163 @threshold:-0.053, sens:0.807, spec:0.539, ppv:0.353, acc:0.603, f1:0.491, mcc:0.003, total+:190, total-:160 @threshold:-0.074, sens:0.819, spec:0.521, ppv:0.347, acc:0.591, f1:0.487, mcc:0.003, total+:196, total-:154 @threshold:-0.077, sens:0.819, spec:0.517, ppv:0.345, acc:0.589, f1:0.486, mcc:0.003, total+:197, total-:153 @threshold:-0.087, sens:0.819, spec:0.483, ppv:0.330, acc:0.563, f1:0.471, mcc:0.003, total+:206, total-:144 @threshold:-0.087, sens:0.819, spec:0.479, ppv:0.329, acc:0.560, f1:0.469, mcc:0.003, total+:207, total-:143 @threshold:-0.098, sens:0.831, spec:0.479, ppv:0.332, acc:0.563, f1:0.474, mcc:0.003, total+:208, total-:142 @threshold:-0.100, sens:0.831, spec:0.476, ppv:0.330, acc:0.560, f1:0.473, mcc:0.003, total+:209, total-:141 @threshold:-0.103, sens:0.843, spec:0.476, ppv:0.333, acc:0.563, f1:0.478, mcc:0.003, total+:210, total-:140 @threshold:-0.104, sens:0.855, spec:0.468, ppv:0.333, acc:0.560, f1:0.480, mcc:0.003, total+:213, total-:137 @threshold:-0.106, sens:0.855, spec:0.464, ppv:0.332, acc:0.557, f1:0.478, mcc:0.003, total+:214, total-:136 @threshold:-0.109, sens:0.855, spec:0.449, ppv:0.326, acc:0.546, f1:0.472, mcc:0.003, total+:218, total-:132 @threshold:-0.114, sens:0.855, spec:0.446, ppv:0.324, acc:0.543, f1:0.470, mcc:0.003, total+:219, total-:131 @threshold:-0.115, sens:0.855, spec:0.438, ppv:0.321, acc:0.537, f1:0.467, mcc:0.003, total+:221, total-:129 @threshold:-0.121, sens:0.855, spec:0.434, ppv:0.320, acc:0.534, f1:0.466, mcc:0.003, total+:222, total-:128 @threshold:-0.121, sens:0.867, spec:0.431, ppv:0.321, acc:0.534, f1:0.469, mcc:0.003, total+:224, total-:126 @threshold:-0.123, sens:0.867, spec:0.427, ppv:0.320, acc:0.531, f1:0.468, mcc:0.003, total+:225, total-:125 @threshold:-0.138, sens:0.880, spec:0.419, ppv:0.320, acc:0.529, f1:0.469, mcc:0.003, total+:228, total-:122 @threshold:-0.141, sens:0.880, spec:0.416, ppv:0.319, acc:0.526, f1:0.468, mcc:0.003, total+:229, total-:121 @threshold:-0.154, sens:0.904, spec:0.367, ppv:0.307, acc:0.494, f1:0.459, mcc:0.003, total+:244, total-:106 @threshold:-0.158, sens:0.904, spec:0.363, ppv:0.306, acc:0.491, f1:0.457, mcc:0.003, total+:245, total-:105 @threshold:-0.162, sens:0.928, spec:0.363, ppv:0.312, acc:0.497, f1:0.467, mcc:0.003, total+:247, total-:103 @threshold:-0.182, sens:0.940, spec:0.352, ppv:0.311, acc:0.491, f1:0.467, mcc:0.003, total+:251, total-:99 @threshold:-0.183, sens:0.940, spec:0.348, ppv:0.310, acc:0.489, f1:0.466, mcc:0.003, total+:252, total-:98 @threshold:-0.192, sens:0.940, spec:0.311, ppv:0.298, acc:0.460, f1:0.452, mcc:0.002, total+:262, total-:88 @threshold:-0.192, sens:0.940, spec:0.307, ppv:0.297, acc:0.457, f1:0.451, mcc:0.002, total+:263, total-:87 @threshold:-0.209, sens:0.952, spec:0.300, ppv:0.297, acc:0.454, f1:0.453, mcc:0.003, total+:266, total-:84 @threshold:-0.216, sens:0.952, spec:0.296, ppv:0.296, acc:0.451, f1:0.451, mcc:0.002, total+:267, total-:83 @threshold:-0.217, sens:0.952, spec:0.288, ppv:0.294, acc:0.446, f1:0.449, mcc:0.002, total+:269, total-:81 @threshold:-0.219, sens:0.952, spec:0.285, ppv:0.293, acc:0.443, f1:0.448, mcc:0.002, total+:270, total-:80 @threshold:-0.227, sens:0.964, spec:0.285, ppv:0.295, acc:0.446, f1:0.452, mcc:0.003, total+:271, total-:79 @threshold:-0.232, sens:0.964, spec:0.277, ppv:0.293, acc:0.440, f1:0.449, mcc:0.002, total+:273, total-:77 @threshold:-0.255, sens:0.964, spec:0.262, ppv:0.289, acc:0.429, f1:0.444, mcc:0.002, total+:277, total-:73 @threshold:-0.261, sens:0.964, spec:0.232, ppv:0.281, acc:0.406, f1:0.435, mcc:0.002, total+:285, total-:65 @threshold:-0.262, sens:0.964, spec:0.228, ppv:0.280, acc:0.403, f1:0.434, mcc:0.002, total+:286, total-:64 @threshold:-0.264, sens:0.964, spec:0.221, ppv:0.278, acc:0.397, f1:0.431, mcc:0.002, total+:288, total-:62 @threshold:-0.270, sens:0.964, spec:0.217, ppv:0.277, acc:0.394, f1:0.430, mcc:0.002, total+:289, total-:61 @threshold:-0.288, sens:0.976, spec:0.210, ppv:0.277, acc:0.391, f1:0.432, mcc:0.002, total+:292, total-:58 @threshold:-0.289, sens:0.976, spec:0.206, ppv:0.276, acc:0.389, f1:0.431, mcc:0.002, total+:293, total-:57 @threshold:-0.299, sens:0.988, spec:0.199, ppv:0.277, acc:0.386, f1:0.433, mcc:0.002, total+:296, total-:54 @threshold:-0.301, sens:0.988, spec:0.195, ppv:0.276, acc:0.383, f1:0.432, mcc:0.002, total+:297, total-:53 @threshold:-0.312, sens:0.988, spec:0.187, ppv:0.274, acc:0.377, f1:0.429, mcc:0.002, total+:299, total-:51 @threshold:-0.335, sens:1.000, spec:0.172, ppv:0.273, acc:0.369, f1:0.429, mcc:0.002, total+:304, total-:46 @threshold:-0.337, sens:1.000, spec:0.169, ppv:0.272, acc:0.366, f1:0.428, mcc:0.002, total+:305, total-:45 @threshold:-0.345, sens:1.000, spec:0.150, ppv:0.268, acc:0.351, f1:0.422, mcc:0.002, total+:310, total-:40 @threshold:-0.354, sens:1.000, spec:0.146, ppv:0.267, acc:0.349, f1:0.421, mcc:0.002, total+:311, total-:39 @threshold:-0.374, sens:1.000, spec:0.127, ppv:0.263, acc:0.334, f1:0.416, mcc:0.002, total+:316, total-:34 @threshold:-0.374, sens:1.000, spec:0.124, ppv:0.262, acc:0.331, f1:0.415, mcc:0.002, total+:317, total-:33 @threshold:-0.413, sens:1.000, spec:0.109, ppv:0.259, acc:0.320, f1:0.411, mcc:0.002, total+:321, total-:29 @threshold:-0.421, sens:1.000, spec:0.105, ppv:0.258, acc:0.317, f1:0.410, mcc:0.002, total+:322, total-:28 @threshold:-0.544, sens:1.000, spec:0.056, ppv:0.248, acc:0.280, f1:0.397, mcc:0.002, total+:335, total-:15 @threshold:-0.561, sens:1.000, spec:0.052, ppv:0.247, acc:0.277, f1:0.396, mcc:0.002, total+:336, total-:14 @threshold:-1.075, sens:1.000, spec:0.004, ppv:0.238, acc:0.240, f1:0.384, mcc:0.002, total+:349, total-:1 * Vital: Wt for Length ZScore-latest | coef 0.462 95% CI: [0.451 , 0.473] | OR_adj 1.588 [1.570 1.606] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.761 Correlated most with: Vital : 0.462238932172 Time to run analysis 0:00:31.204434 Total Time elapsed 5:48:15.064884 ----------------------------------------------------- boys no_min wfl_latest randomforest regression Running batch 1 of 7 with 16 nodes Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.722, R^2 test: -0.348 Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.589, R^2 test: -0.293 Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.387, R^2 test: -0.137 Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.337, R^2 test: -0.069 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.819, Explained Variance Score Train: 0.337 AUC Validation: 0.455, Explained Variance Score Validation: -0.052 AUC Test: 0.727, Explained Variance Score Test: 0.177 Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.748, R^2 test: 0.089 Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.554, R^2 test: 0.228 Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.368, R^2 test: 0.306 Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.331, R^2 test: 0.311 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.783, Explained Variance Score Train: 0.331 AUC Validation: 0.801, Explained Variance Score Validation: 0.312 AUC Test: 0.749, Explained Variance Score Test: 0.244 Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.811, R^2 test: 0.074 Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.652, R^2 test: 0.219 Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.484, R^2 test: 0.387 Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.401, R^2 test: 0.382 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.814, Explained Variance Score Train: 0.401 AUC Validation: 0.775, Explained Variance Score Validation: 0.395 AUC Test: 0.715, Explained Variance Score Test: 0.221 Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.610, R^2 test: -0.294 Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.502, R^2 test: -0.201 Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.381, R^2 test: -0.101 Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.341, R^2 test: -0.051 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.847, Explained Variance Score Train: 0.341 AUC Validation: 0.727, Explained Variance Score Validation: 0.022 AUC Test: 0.700, Explained Variance Score Test: 0.153 Bootstrap CV 15, alpha = (3000, 2, 1), R^2 train: 0.642, R^2 test: 0.074 Bootstrap CV 15, alpha = (3000, 2, 2), R^2 train: 0.497, R^2 test: 0.159 Bootstrap CV 15, alpha = (3000, 2, 5), R^2 train: 0.366, R^2 test: 0.219 Bootstrap CV 15, alpha = (3000, 2, 7), R^2 train: 0.333, R^2 test: 0.246 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.821, Explained Variance Score Train: 0.333 AUC Validation: 0.751, Explained Variance Score Validation: 0.246 AUC Test: 0.745, Explained Variance Score Test: 0.235 Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.709, R^2 test: 0.040 Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.524, R^2 test: 0.222 Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.349, R^2 test: 0.230 Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.315, R^2 test: 0.239 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.800, Explained Variance Score Train: 0.315 AUC Validation: 0.815, Explained Variance Score Validation: 0.257 AUC Test: 0.720, Explained Variance Score Test: 0.209 Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.687, R^2 test: 0.015 Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.541, R^2 test: 0.137 Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.391, R^2 test: 0.185 Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.348, R^2 test: 0.226 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.809, Explained Variance Score Train: 0.348 AUC Validation: 0.740, Explained Variance Score Validation: 0.257 AUC Test: 0.741, Explained Variance Score Test: 0.235 Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.731, R^2 test: -0.063 Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.563, R^2 test: 0.052 Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.413, R^2 test: 0.202 Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.385, R^2 test: 0.255 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.800, Explained Variance Score Train: 0.385 AUC Validation: 0.758, Explained Variance Score Validation: 0.272 AUC Test: 0.728, Explained Variance Score Test: 0.243 Bootstrap CV 11, alpha = (3000, 2, 1), R^2 train: 0.745, R^2 test: -0.206 Bootstrap CV 11, alpha = (3000, 2, 2), R^2 train: 0.605, R^2 test: -0.074 Bootstrap CV 11, alpha = (3000, 2, 5), R^2 train: 0.448, R^2 test: 0.002 Bootstrap CV 11, alpha = (3000, 2, 7), R^2 train: 0.384, R^2 test: 0.053 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.817, Explained Variance Score Train: 0.384 AUC Validation: 0.773, Explained Variance Score Validation: 0.057 AUC Test: 0.734, Explained Variance Score Test: 0.211 Bootstrap CV 14, alpha = (3000, 2, 1), R^2 train: 0.680, R^2 test: 0.075 Bootstrap CV 14, alpha = (3000, 2, 2), R^2 train: 0.465, R^2 test: 0.167 Bootstrap CV 14, alpha = (3000, 2, 5), R^2 train: 0.346, R^2 test: 0.211 Bootstrap CV 14, alpha = (3000, 2, 7), R^2 train: 0.316, R^2 test: 0.217 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.816, Explained Variance Score Train: 0.316 AUC Validation: 0.733, Explained Variance Score Validation: 0.219 AUC Test: 0.714, Explained Variance Score Test: 0.206 Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.675, R^2 test: -0.291 Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.506, R^2 test: -0.049 Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.311, R^2 test: 0.128 Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.272, R^2 test: 0.149 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.788, Explained Variance Score Train: 0.272 AUC Validation: 0.717, Explained Variance Score Validation: 0.164 AUC Test: 0.706, Explained Variance Score Test: 0.200 Bootstrap CV 10, alpha = (3000, 2, 1), R^2 train: 0.727, R^2 test: 0.103 Bootstrap CV 10, alpha = (3000, 2, 2), R^2 train: 0.577, R^2 test: 0.134 Bootstrap CV 10, alpha = (3000, 2, 5), R^2 train: 0.431, R^2 test: 0.146 Bootstrap CV 10, alpha = (3000, 2, 7), R^2 train: 0.392, R^2 test: 0.109 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.829, Explained Variance Score Train: 0.392 AUC Validation: 0.668, Explained Variance Score Validation: 0.137 AUC Test: 0.741, Explained Variance Score Test: 0.216 Bootstrap CV 13, alpha = (3000, 2, 1), R^2 train: 0.695, R^2 test: -0.256 Bootstrap CV 13, alpha = (3000, 2, 2), R^2 train: 0.558, R^2 test: 0.046 Bootstrap CV 13, alpha = (3000, 2, 5), R^2 train: 0.390, R^2 test: 0.179 Bootstrap CV 13, alpha = (3000, 2, 7), R^2 train: 0.355, R^2 test: 0.205 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.855, Explained Variance Score Train: 0.355 AUC Validation: 0.741, Explained Variance Score Validation: 0.235 AUC Test: 0.709, Explained Variance Score Test: 0.165 Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.601, R^2 test: -0.209 Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.450, R^2 test: -0.101 Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.333, R^2 test: 0.027 Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.271, R^2 test: 0.058 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.814, Explained Variance Score Train: 0.271 AUC Validation: 0.643, Explained Variance Score Validation: 0.060 AUC Test: 0.715, Explained Variance Score Test: 0.183 Bootstrap CV 12, alpha = (3000, 2, 1), R^2 train: 0.788, R^2 test: 0.118 Bootstrap CV 12, alpha = (3000, 2, 2), R^2 train: 0.595, R^2 test: 0.226 Bootstrap CV 12, alpha = (3000, 2, 5), R^2 train: 0.409, R^2 test: 0.245 Bootstrap CV 12, alpha = (3000, 2, 7), R^2 train: 0.340, R^2 test: 0.230 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.812, Explained Variance Score Train: 0.340 AUC Validation: 0.767, Explained Variance Score Validation: 0.241 AUC Test: 0.724, Explained Variance Score Test: 0.184 Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.781, R^2 test: -0.077 Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.582, R^2 test: 0.009 Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.383, R^2 test: 0.204 Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.330, R^2 test: 0.225 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.837, Explained Variance Score Train: 0.330 AUC Validation: 0.850, Explained Variance Score Validation: 0.318 AUC Test: 0.729, Explained Variance Score Test: 0.215 Running batch 2 of 7 with 16 nodes Bootstrap CV 18, alpha = (3000, 2, 1), R^2 train: 0.713, R^2 test: -0.028 Bootstrap CV 18, alpha = (3000, 2, 2), R^2 train: 0.598, R^2 test: 0.027 Bootstrap CV 18, alpha = (3000, 2, 5), R^2 train: 0.449, R^2 test: 0.078 Bootstrap CV 18, alpha = (3000, 2, 7), R^2 train: 0.407, R^2 test: 0.064 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.850, Explained Variance Score Train: 0.407 AUC Validation: 0.644, Explained Variance Score Validation: 0.064 AUC Test: 0.731, Explained Variance Score Test: 0.242 Bootstrap CV 26, alpha = (3000, 2, 1), R^2 train: 0.715, R^2 test: -0.174 Bootstrap CV 26, alpha = (3000, 2, 2), R^2 train: 0.566, R^2 test: -0.071 Bootstrap CV 26, alpha = (3000, 2, 5), R^2 train: 0.407, R^2 test: 0.073 Bootstrap CV 26, alpha = (3000, 2, 7), R^2 train: 0.364, R^2 test: 0.068 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.803, Explained Variance Score Train: 0.364 AUC Validation: 0.774, Explained Variance Score Validation: 0.116 AUC Test: 0.741, Explained Variance Score Test: 0.225 Bootstrap CV 28, alpha = (3000, 2, 1), R^2 train: 0.742, R^2 test: 0.090 Bootstrap CV 28, alpha = (3000, 2, 2), R^2 train: 0.566, R^2 test: 0.144 Bootstrap CV 28, alpha = (3000, 2, 5), R^2 train: 0.422, R^2 test: 0.156 Bootstrap CV 28, alpha = (3000, 2, 7), R^2 train: 0.383, R^2 test: 0.173 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.818, Explained Variance Score Train: 0.383 AUC Validation: 0.712, Explained Variance Score Validation: 0.183 AUC Test: 0.734, Explained Variance Score Test: 0.209 Bootstrap CV 23, alpha = (3000, 2, 1), R^2 train: 0.675, R^2 test: -0.003 Bootstrap CV 23, alpha = (3000, 2, 2), R^2 train: 0.500, R^2 test: 0.082 Bootstrap CV 23, alpha = (3000, 2, 5), R^2 train: 0.352, R^2 test: 0.141 Bootstrap CV 23, alpha = (3000, 2, 7), R^2 train: 0.311, R^2 test: 0.166 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.807, Explained Variance Score Train: 0.311 AUC Validation: 0.738, Explained Variance Score Validation: 0.169 AUC Test: 0.729, Explained Variance Score Test: 0.239 Bootstrap CV 29, alpha = (3000, 2, 1), R^2 train: 0.729, R^2 test: -0.520 Bootstrap CV 29, alpha = (3000, 2, 2), R^2 train: 0.550, R^2 test: -0.035 Bootstrap CV 29, alpha = (3000, 2, 5), R^2 train: 0.352, R^2 test: 0.183 Bootstrap CV 29, alpha = (3000, 2, 7), R^2 train: 0.311, R^2 test: 0.206 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.822, Explained Variance Score Train: 0.311 AUC Validation: 0.798, Explained Variance Score Validation: 0.215 AUC Test: 0.724, Explained Variance Score Test: 0.207 Bootstrap CV 25, alpha = (3000, 2, 1), R^2 train: 0.822, R^2 test: -0.358 Bootstrap CV 25, alpha = (3000, 2, 2), R^2 train: 0.669, R^2 test: -0.175 Bootstrap CV 25, alpha = (3000, 2, 5), R^2 train: 0.439, R^2 test: 0.088 Bootstrap CV 25, alpha = (3000, 2, 7), R^2 train: 0.375, R^2 test: 0.135 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.855, Explained Variance Score Train: 0.375 AUC Validation: 0.814, Explained Variance Score Validation: 0.147 AUC Test: 0.710, Explained Variance Score Test: 0.144 Bootstrap CV 21, alpha = (3000, 2, 1), R^2 train: 0.661, R^2 test: 0.058 Bootstrap CV 21, alpha = (3000, 2, 2), R^2 train: 0.494, R^2 test: 0.142 Bootstrap CV 21, alpha = (3000, 2, 5), R^2 train: 0.332, R^2 test: 0.156 Bootstrap CV 21, alpha = (3000, 2, 7), R^2 train: 0.304, R^2 test: 0.173 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.826, Explained Variance Score Train: 0.304 AUC Validation: 0.628, Explained Variance Score Validation: 0.175 AUC Test: 0.739, Explained Variance Score Test: 0.241 Bootstrap CV 31, alpha = (3000, 2, 1), R^2 train: 0.714, R^2 test: 0.099 Bootstrap CV 31, alpha = (3000, 2, 2), R^2 train: 0.548, R^2 test: 0.177 Bootstrap CV 31, alpha = (3000, 2, 5), R^2 train: 0.369, R^2 test: 0.166 Bootstrap CV 31, alpha = (3000, 2, 7), R^2 train: 0.311, R^2 test: 0.139 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.814, Explained Variance Score Train: 0.369 AUC Validation: 0.792, Explained Variance Score Validation: 0.170 AUC Test: 0.721, Explained Variance Score Test: 0.251 Bootstrap CV 20, alpha = (3000, 2, 1), R^2 train: 0.726, R^2 test: 0.127 Bootstrap CV 20, alpha = (3000, 2, 2), R^2 train: 0.593, R^2 test: 0.219 Bootstrap CV 20, alpha = (3000, 2, 5), R^2 train: 0.411, R^2 test: 0.293 Bootstrap CV 20, alpha = (3000, 2, 7), R^2 train: 0.374, R^2 test: 0.312 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.830, Explained Variance Score Train: 0.374 AUC Validation: 0.774, Explained Variance Score Validation: 0.312 AUC Test: 0.741, Explained Variance Score Test: 0.229 Bootstrap CV 16, alpha = (3000, 2, 1), R^2 train: 0.740, R^2 test: -0.059 Bootstrap CV 16, alpha = (3000, 2, 2), R^2 train: 0.603, R^2 test: 0.038 Bootstrap CV 16, alpha = (3000, 2, 5), R^2 train: 0.421, R^2 test: 0.128 Bootstrap CV 16, alpha = (3000, 2, 7), R^2 train: 0.358, R^2 test: 0.127 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.827, Explained Variance Score Train: 0.358 AUC Validation: 0.755, Explained Variance Score Validation: 0.129 AUC Test: 0.738, Explained Variance Score Test: 0.234 Bootstrap CV 24, alpha = (3000, 2, 1), R^2 train: 0.615, R^2 test: 0.111 Bootstrap CV 24, alpha = (3000, 2, 2), R^2 train: 0.486, R^2 test: 0.149 Bootstrap CV 24, alpha = (3000, 2, 5), R^2 train: 0.322, R^2 test: 0.090 Bootstrap CV 24, alpha = (3000, 2, 7), R^2 train: 0.284, R^2 test: 0.061 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.793, Explained Variance Score Train: 0.284 AUC Validation: 0.729, Explained Variance Score Validation: 0.067 AUC Test: 0.747, Explained Variance Score Test: 0.241 Bootstrap CV 27, alpha = (3000, 2, 1), R^2 train: 0.679, R^2 test: 0.106 Bootstrap CV 27, alpha = (3000, 2, 2), R^2 train: 0.489, R^2 test: 0.230 Bootstrap CV 27, alpha = (3000, 2, 5), R^2 train: 0.320, R^2 test: 0.250 Bootstrap CV 27, alpha = (3000, 2, 7), R^2 train: 0.269, R^2 test: 0.244 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.716, Explained Variance Score Train: 0.269 AUC Validation: 0.786, Explained Variance Score Validation: 0.253 AUC Test: 0.744, Explained Variance Score Test: 0.211 Bootstrap CV 30, alpha = (3000, 2, 1), R^2 train: 0.740, R^2 test: 0.279 Bootstrap CV 30, alpha = (3000, 2, 2), R^2 train: 0.550, R^2 test: 0.190 Bootstrap CV 30, alpha = (3000, 2, 5), R^2 train: 0.434, R^2 test: 0.222 Bootstrap CV 30, alpha = (3000, 2, 7), R^2 train: 0.401, R^2 test: 0.254 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.835, Explained Variance Score Train: 0.401 AUC Validation: 0.809, Explained Variance Score Validation: 0.254 AUC Test: 0.722, Explained Variance Score Test: 0.117 Bootstrap CV 19, alpha = (3000, 2, 1), R^2 train: 0.725, R^2 test: -0.396 Bootstrap CV 19, alpha = (3000, 2, 2), R^2 train: 0.490, R^2 test: -0.073 Bootstrap CV 19, alpha = (3000, 2, 5), R^2 train: 0.328, R^2 test: 0.061 Bootstrap CV 19, alpha = (3000, 2, 7), R^2 train: 0.300, R^2 test: 0.064 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.767, Explained Variance Score Train: 0.300 AUC Validation: 0.653, Explained Variance Score Validation: 0.077 AUC Test: 0.731, Explained Variance Score Test: 0.236 Bootstrap CV 22, alpha = (3000, 2, 1), R^2 train: 0.566, R^2 test: 0.114 Bootstrap CV 22, alpha = (3000, 2, 2), R^2 train: 0.407, R^2 test: 0.145 Bootstrap CV 22, alpha = (3000, 2, 5), R^2 train: 0.291, R^2 test: 0.167 Bootstrap CV 22, alpha = (3000, 2, 7), R^2 train: 0.263, R^2 test: 0.195 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.838, Explained Variance Score Train: 0.263 AUC Validation: 0.712, Explained Variance Score Validation: 0.195 AUC Test: 0.713, Explained Variance Score Test: 0.194 Bootstrap CV 17, alpha = (3000, 2, 1), R^2 train: 0.795, R^2 test: -0.223 Bootstrap CV 17, alpha = (3000, 2, 2), R^2 train: 0.611, R^2 test: -0.079 Bootstrap CV 17, alpha = (3000, 2, 5), R^2 train: 0.428, R^2 test: -0.006 Bootstrap CV 17, alpha = (3000, 2, 7), R^2 train: 0.374, R^2 test: 0.040 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.819, Explained Variance Score Train: 0.374 AUC Validation: 0.618, Explained Variance Score Validation: 0.042 AUC Test: 0.723, Explained Variance Score Test: 0.203 Running batch 3 of 7 with 16 nodes Bootstrap CV 38, alpha = (3000, 2, 1), R^2 train: 0.802, R^2 test: -0.067 Bootstrap CV 38, alpha = (3000, 2, 2), R^2 train: 0.661, R^2 test: 0.050 Bootstrap CV 38, alpha = (3000, 2, 5), R^2 train: 0.459, R^2 test: 0.082 Bootstrap CV 38, alpha = (3000, 2, 7), R^2 train: 0.417, R^2 test: 0.117 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.837, Explained Variance Score Train: 0.417 AUC Validation: 0.761, Explained Variance Score Validation: 0.127 AUC Test: 0.751, Explained Variance Score Test: 0.212 Bootstrap CV 43, alpha = (3000, 2, 1), R^2 train: 0.603, R^2 test: -0.015 Bootstrap CV 43, alpha = (3000, 2, 2), R^2 train: 0.492, R^2 test: 0.073 Bootstrap CV 43, alpha = (3000, 2, 5), R^2 train: 0.370, R^2 test: 0.172 Bootstrap CV 43, alpha = (3000, 2, 7), R^2 train: 0.326, R^2 test: 0.185 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.880, Explained Variance Score Train: 0.326 AUC Validation: 0.778, Explained Variance Score Validation: 0.187 AUC Test: 0.720, Explained Variance Score Test: 0.197 Bootstrap CV 44, alpha = (3000, 2, 1), R^2 train: 0.717, R^2 test: -0.107 Bootstrap CV 44, alpha = (3000, 2, 2), R^2 train: 0.511, R^2 test: -0.050 Bootstrap CV 44, alpha = (3000, 2, 5), R^2 train: 0.372, R^2 test: 0.063 Bootstrap CV 44, alpha = (3000, 2, 7), R^2 train: 0.300, R^2 test: 0.157 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.812, Explained Variance Score Train: 0.300 AUC Validation: 0.646, Explained Variance Score Validation: 0.163 AUC Test: 0.726, Explained Variance Score Test: 0.197 Bootstrap CV 34, alpha = (3000, 2, 1), R^2 train: 0.811, R^2 test: -0.020 Bootstrap CV 34, alpha = (3000, 2, 2), R^2 train: 0.637, R^2 test: 0.147 Bootstrap CV 34, alpha = (3000, 2, 5), R^2 train: 0.407, R^2 test: 0.200 Bootstrap CV 34, alpha = (3000, 2, 7), R^2 train: 0.370, R^2 test: 0.230 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.847, Explained Variance Score Train: 0.370 AUC Validation: 0.737, Explained Variance Score Validation: 0.243 AUC Test: 0.730, Explained Variance Score Test: 0.237 Bootstrap CV 42, alpha = (3000, 2, 1), R^2 train: 0.718, R^2 test: -0.191 Bootstrap CV 42, alpha = (3000, 2, 2), R^2 train: 0.524, R^2 test: -0.094 Bootstrap CV 42, alpha = (3000, 2, 5), R^2 train: 0.335, R^2 test: 0.020 Bootstrap CV 42, alpha = (3000, 2, 7), R^2 train: 0.276, R^2 test: 0.022 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.799, Explained Variance Score Train: 0.276 AUC Validation: 0.743, Explained Variance Score Validation: 0.057 AUC Test: 0.729, Explained Variance Score Test: 0.242 Bootstrap CV 39, alpha = (3000, 2, 1), R^2 train: 0.568, R^2 test: -0.479 Bootstrap CV 39, alpha = (3000, 2, 2), R^2 train: 0.411, R^2 test: -0.357 Bootstrap CV 39, alpha = (3000, 2, 5), R^2 train: 0.278, R^2 test: -0.070 Bootstrap CV 39, alpha = (3000, 2, 7), R^2 train: 0.241, R^2 test: -0.002 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.811, Explained Variance Score Train: 0.241 AUC Validation: 0.647, Explained Variance Score Validation: 0.003 AUC Test: 0.696, Explained Variance Score Test: 0.126 Bootstrap CV 35, alpha = (3000, 2, 1), R^2 train: 0.684, R^2 test: 0.051 Bootstrap CV 35, alpha = (3000, 2, 2), R^2 train: 0.519, R^2 test: 0.100 Bootstrap CV 35, alpha = (3000, 2, 5), R^2 train: 0.329, R^2 test: 0.146 Bootstrap CV 35, alpha = (3000, 2, 7), R^2 train: 0.270, R^2 test: 0.151 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.777, Explained Variance Score Train: 0.270 AUC Validation: 0.649, Explained Variance Score Validation: 0.152 AUC Test: 0.747, Explained Variance Score Test: 0.225 Bootstrap CV 32, alpha = (3000, 2, 1), R^2 train: 0.694, R^2 test: -0.088 Bootstrap CV 32, alpha = (3000, 2, 2), R^2 train: 0.498, R^2 test: 0.004 Bootstrap CV 32, alpha = (3000, 2, 5), R^2 train: 0.380, R^2 test: 0.060 Bootstrap CV 32, alpha = (3000, 2, 7), R^2 train: 0.319, R^2 test: 0.139 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.850, Explained Variance Score Train: 0.319 AUC Validation: 0.676, Explained Variance Score Validation: 0.142 AUC Test: 0.689, Explained Variance Score Test: 0.196 Bootstrap CV 47, alpha = (3000, 2, 1), R^2 train: 0.806, R^2 test: -0.452 Bootstrap CV 47, alpha = (3000, 2, 2), R^2 train: 0.592, R^2 test: -0.141 Bootstrap CV 47, alpha = (3000, 2, 5), R^2 train: 0.308, R^2 test: 0.033 Bootstrap CV 47, alpha = (3000, 2, 7), R^2 train: 0.250, R^2 test: 0.066 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.772, Explained Variance Score Train: 0.250 AUC Validation: 0.755, Explained Variance Score Validation: 0.095 AUC Test: 0.713, Explained Variance Score Test: 0.150 Bootstrap CV 41, alpha = (3000, 2, 1), R^2 train: 0.598, R^2 test: 0.041 Bootstrap CV 41, alpha = (3000, 2, 2), R^2 train: 0.467, R^2 test: 0.122 Bootstrap CV 41, alpha = (3000, 2, 5), R^2 train: 0.376, R^2 test: 0.184 Bootstrap CV 41, alpha = (3000, 2, 7), R^2 train: 0.346, R^2 test: 0.199 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.845, Explained Variance Score Train: 0.346 AUC Validation: 0.790, Explained Variance Score Validation: 0.205 AUC Test: 0.744, Explained Variance Score Test: 0.257 Bootstrap CV 40, alpha = (3000, 2, 1), R^2 train: 0.704, R^2 test: 0.072 Bootstrap CV 40, alpha = (3000, 2, 2), R^2 train: 0.508, R^2 test: 0.141 Bootstrap CV 40, alpha = (3000, 2, 5), R^2 train: 0.332, R^2 test: 0.151 Bootstrap CV 40, alpha = (3000, 2, 7), R^2 train: 0.295, R^2 test: 0.161 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.790, Explained Variance Score Train: 0.295 AUC Validation: 0.727, Explained Variance Score Validation: 0.169 AUC Test: 0.720, Explained Variance Score Test: 0.202 Bootstrap CV 33, alpha = (3000, 2, 1), R^2 train: 0.702, R^2 test: 0.142 Bootstrap CV 33, alpha = (3000, 2, 2), R^2 train: 0.561, R^2 test: 0.138 Bootstrap CV 33, alpha = (3000, 2, 5), R^2 train: 0.409, R^2 test: 0.179 Bootstrap CV 33, alpha = (3000, 2, 7), R^2 train: 0.352, R^2 test: 0.221 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.854, Explained Variance Score Train: 0.352 AUC Validation: 0.777, Explained Variance Score Validation: 0.235 AUC Test: 0.701, Explained Variance Score Test: 0.116 Bootstrap CV 45, alpha = (3000, 2, 1), R^2 train: 0.787, R^2 test: -0.343 Bootstrap CV 45, alpha = (3000, 2, 2), R^2 train: 0.620, R^2 test: 0.001 Bootstrap CV 45, alpha = (3000, 2, 5), R^2 train: 0.452, R^2 test: 0.105 Bootstrap CV 45, alpha = (3000, 2, 7), R^2 train: 0.423, R^2 test: 0.134 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.836, Explained Variance Score Train: 0.423 AUC Validation: 0.772, Explained Variance Score Validation: 0.134 AUC Test: 0.729, Explained Variance Score Test: 0.239 Bootstrap CV 46, alpha = (3000, 2, 1), R^2 train: 0.668, R^2 test: 0.040 Bootstrap CV 46, alpha = (3000, 2, 2), R^2 train: 0.481, R^2 test: -0.000 Bootstrap CV 46, alpha = (3000, 2, 5), R^2 train: 0.304, R^2 test: 0.014 Bootstrap CV 46, alpha = (3000, 2, 7), R^2 train: 0.265, R^2 test: 0.031 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.756, Explained Variance Score Train: 0.265 AUC Validation: 0.698, Explained Variance Score Validation: 0.045 AUC Test: 0.708, Explained Variance Score Test: 0.145 Bootstrap CV 37, alpha = (3000, 2, 1), R^2 train: 0.710, R^2 test: 0.228 Bootstrap CV 37, alpha = (3000, 2, 2), R^2 train: 0.563, R^2 test: 0.239 Bootstrap CV 37, alpha = (3000, 2, 5), R^2 train: 0.428, R^2 test: 0.241 Bootstrap CV 37, alpha = (3000, 2, 7), R^2 train: 0.387, R^2 test: 0.262 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.847, Explained Variance Score Train: 0.387 AUC Validation: 0.718, Explained Variance Score Validation: 0.263 AUC Test: 0.732, Explained Variance Score Test: 0.248 Bootstrap CV 36, alpha = (3000, 2, 1), R^2 train: 0.720, R^2 test: 0.056 Bootstrap CV 36, alpha = (3000, 2, 2), R^2 train: 0.514, R^2 test: 0.231 Bootstrap CV 36, alpha = (3000, 2, 5), R^2 train: 0.364, R^2 test: 0.195 Bootstrap CV 36, alpha = (3000, 2, 7), R^2 train: 0.334, R^2 test: 0.206 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.836, Explained Variance Score Train: 0.334 AUC Validation: 0.751, Explained Variance Score Validation: 0.206 AUC Test: 0.724, Explained Variance Score Test: 0.235 Running batch 4 of 7 with 16 nodes Bootstrap CV 48, alpha = (3000, 2, 1), R^2 train: 0.707, R^2 test: 0.204 Bootstrap CV 48, alpha = (3000, 2, 2), R^2 train: 0.520, R^2 test: 0.261 Bootstrap CV 48, alpha = (3000, 2, 5), R^2 train: 0.395, R^2 test: 0.348 Bootstrap CV 48, alpha = (3000, 2, 7), R^2 train: 0.356, R^2 test: 0.324 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.804, Explained Variance Score Train: 0.356 AUC Validation: 0.800, Explained Variance Score Validation: 0.369 AUC Test: 0.738, Explained Variance Score Test: 0.230 Bootstrap CV 52, alpha = (3000, 2, 1), R^2 train: 0.557, R^2 test: 0.039 Bootstrap CV 52, alpha = (3000, 2, 2), R^2 train: 0.415, R^2 test: 0.132 Bootstrap CV 52, alpha = (3000, 2, 5), R^2 train: 0.271, R^2 test: 0.182 Bootstrap CV 52, alpha = (3000, 2, 7), R^2 train: 0.224, R^2 test: 0.201 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.762, Explained Variance Score Train: 0.224 AUC Validation: 0.681, Explained Variance Score Validation: 0.203 AUC Test: 0.734, Explained Variance Score Test: 0.223 Bootstrap CV 56, alpha = (3000, 2, 1), R^2 train: 0.813, R^2 test: 0.097 Bootstrap CV 56, alpha = (3000, 2, 2), R^2 train: 0.655, R^2 test: 0.161 Bootstrap CV 56, alpha = (3000, 2, 5), R^2 train: 0.503, R^2 test: 0.175 Bootstrap CV 56, alpha = (3000, 2, 7), R^2 train: 0.428, R^2 test: 0.177 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.840, Explained Variance Score Train: 0.428 AUC Validation: 0.736, Explained Variance Score Validation: 0.200 AUC Test: 0.736, Explained Variance Score Test: 0.227 Bootstrap CV 62, alpha = (3000, 2, 1), R^2 train: 0.766, R^2 test: -0.655 Bootstrap CV 62, alpha = (3000, 2, 2), R^2 train: 0.594, R^2 test: -0.256 Bootstrap CV 62, alpha = (3000, 2, 5), R^2 train: 0.399, R^2 test: -0.006 Bootstrap CV 62, alpha = (3000, 2, 7), R^2 train: 0.367, R^2 test: 0.010 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.838, Explained Variance Score Train: 0.367 AUC Validation: 0.782, Explained Variance Score Validation: 0.017 AUC Test: 0.718, Explained Variance Score Test: 0.222 Bootstrap CV 59, alpha = (3000, 2, 1), R^2 train: 0.691, R^2 test: 0.078 Bootstrap CV 59, alpha = (3000, 2, 2), R^2 train: 0.539, R^2 test: 0.183 Bootstrap CV 59, alpha = (3000, 2, 5), R^2 train: 0.364, R^2 test: 0.217 Bootstrap CV 59, alpha = (3000, 2, 7), R^2 train: 0.331, R^2 test: 0.207 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.809, Explained Variance Score Train: 0.331 AUC Validation: 0.785, Explained Variance Score Validation: 0.210 AUC Test: 0.711, Explained Variance Score Test: 0.175 Bootstrap CV 63, alpha = (3000, 2, 1), R^2 train: 0.695, R^2 test: 0.057 Bootstrap CV 63, alpha = (3000, 2, 2), R^2 train: 0.526, R^2 test: 0.122 Bootstrap CV 63, alpha = (3000, 2, 5), R^2 train: 0.326, R^2 test: 0.169 Bootstrap CV 63, alpha = (3000, 2, 7), R^2 train: 0.277, R^2 test: 0.190 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.794, Explained Variance Score Train: 0.277 AUC Validation: 0.709, Explained Variance Score Validation: 0.190 AUC Test: 0.706, Explained Variance Score Test: 0.173 Bootstrap CV 51, alpha = (3000, 2, 1), R^2 train: 0.769, R^2 test: 0.067 Bootstrap CV 51, alpha = (3000, 2, 2), R^2 train: 0.544, R^2 test: 0.144 Bootstrap CV 51, alpha = (3000, 2, 5), R^2 train: 0.384, R^2 test: 0.235 Bootstrap CV 51, alpha = (3000, 2, 7), R^2 train: 0.341, R^2 test: 0.234 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.825, Explained Variance Score Train: 0.341 AUC Validation: 0.774, Explained Variance Score Validation: 0.234 AUC Test: 0.705, Explained Variance Score Test: 0.148 Bootstrap CV 49, alpha = (3000, 2, 1), R^2 train: 0.642, R^2 test: 0.217 Bootstrap CV 49, alpha = (3000, 2, 2), R^2 train: 0.455, R^2 test: 0.206 Bootstrap CV 49, alpha = (3000, 2, 5), R^2 train: 0.303, R^2 test: 0.195 Bootstrap CV 49, alpha = (3000, 2, 7), R^2 train: 0.264, R^2 test: 0.191 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.785, Explained Variance Score Train: 0.264 AUC Validation: 0.668, Explained Variance Score Validation: 0.207 AUC Test: 0.733, Explained Variance Score Test: 0.196 Bootstrap CV 55, alpha = (3000, 2, 1), R^2 train: 0.728, R^2 test: -0.056 Bootstrap CV 55, alpha = (3000, 2, 2), R^2 train: 0.600, R^2 test: 0.103 Bootstrap CV 55, alpha = (3000, 2, 5), R^2 train: 0.396, R^2 test: 0.125 Bootstrap CV 55, alpha = (3000, 2, 7), R^2 train: 0.351, R^2 test: 0.072 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.823, Explained Variance Score Train: 0.351 AUC Validation: 0.666, Explained Variance Score Validation: 0.076 AUC Test: 0.726, Explained Variance Score Test: 0.218 Bootstrap CV 54, alpha = (3000, 2, 1), R^2 train: 0.730, R^2 test: 0.041 Bootstrap CV 54, alpha = (3000, 2, 2), R^2 train: 0.534, R^2 test: 0.066 Bootstrap CV 54, alpha = (3000, 2, 5), R^2 train: 0.380, R^2 test: 0.076 Bootstrap CV 54, alpha = (3000, 2, 7), R^2 train: 0.329, R^2 test: 0.092 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.814, Explained Variance Score Train: 0.329 AUC Validation: 0.734, Explained Variance Score Validation: 0.134 AUC Test: 0.744, Explained Variance Score Test: 0.247 Bootstrap CV 60, alpha = (3000, 2, 1), R^2 train: 0.820, R^2 test: -0.297 Bootstrap CV 60, alpha = (3000, 2, 2), R^2 train: 0.694, R^2 test: -0.096 Bootstrap CV 60, alpha = (3000, 2, 5), R^2 train: 0.524, R^2 test: 0.126 Bootstrap CV 60, alpha = (3000, 2, 7), R^2 train: 0.446, R^2 test: 0.211 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.840, Explained Variance Score Train: 0.446 AUC Validation: 0.798, Explained Variance Score Validation: 0.228 AUC Test: 0.735, Explained Variance Score Test: 0.223 Bootstrap CV 57, alpha = (3000, 2, 1), R^2 train: 0.778, R^2 test: 0.178 Bootstrap CV 57, alpha = (3000, 2, 2), R^2 train: 0.605, R^2 test: 0.167 Bootstrap CV 57, alpha = (3000, 2, 5), R^2 train: 0.423, R^2 test: 0.172 Bootstrap CV 57, alpha = (3000, 2, 7), R^2 train: 0.361, R^2 test: 0.211 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.856, Explained Variance Score Train: 0.361 AUC Validation: 0.705, Explained Variance Score Validation: 0.213 AUC Test: 0.732, Explained Variance Score Test: 0.201 Bootstrap CV 53, alpha = (3000, 2, 1), R^2 train: 0.646, R^2 test: 0.079 Bootstrap CV 53, alpha = (3000, 2, 2), R^2 train: 0.456, R^2 test: 0.121 Bootstrap CV 53, alpha = (3000, 2, 5), R^2 train: 0.308, R^2 test: 0.161 Bootstrap CV 53, alpha = (3000, 2, 7), R^2 train: 0.279, R^2 test: 0.156 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.799, Explained Variance Score Train: 0.279 AUC Validation: 0.686, Explained Variance Score Validation: 0.163 AUC Test: 0.720, Explained Variance Score Test: 0.179 Bootstrap CV 50, alpha = (3000, 2, 1), R^2 train: 0.649, R^2 test: -0.600 Bootstrap CV 50, alpha = (3000, 2, 2), R^2 train: 0.496, R^2 test: -0.187 Bootstrap CV 50, alpha = (3000, 2, 5), R^2 train: 0.327, R^2 test: -0.181 Bootstrap CV 50, alpha = (3000, 2, 7), R^2 train: 0.310, R^2 test: -0.150 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.789, Explained Variance Score Train: 0.310 AUC Validation: 0.783, Explained Variance Score Validation: -0.040 AUC Test: 0.724, Explained Variance Score Test: 0.155 Bootstrap CV 61, alpha = (3000, 2, 1), R^2 train: 0.693, R^2 test: -0.204 Bootstrap CV 61, alpha = (3000, 2, 2), R^2 train: 0.524, R^2 test: -0.118 Bootstrap CV 61, alpha = (3000, 2, 5), R^2 train: 0.370, R^2 test: 0.040 Bootstrap CV 61, alpha = (3000, 2, 7), R^2 train: 0.337, R^2 test: 0.074 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.801, Explained Variance Score Train: 0.337 AUC Validation: 0.690, Explained Variance Score Validation: 0.083 AUC Test: 0.754, Explained Variance Score Test: 0.224 Bootstrap CV 58, alpha = (3000, 2, 1), R^2 train: 0.752, R^2 test: -0.001 Bootstrap CV 58, alpha = (3000, 2, 2), R^2 train: 0.560, R^2 test: 0.123 Bootstrap CV 58, alpha = (3000, 2, 5), R^2 train: 0.395, R^2 test: 0.137 Bootstrap CV 58, alpha = (3000, 2, 7), R^2 train: 0.354, R^2 test: 0.151 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.822, Explained Variance Score Train: 0.354 AUC Validation: 0.692, Explained Variance Score Validation: 0.159 AUC Test: 0.748, Explained Variance Score Test: 0.242 Running batch 5 of 7 with 16 nodes Bootstrap CV 65, alpha = (3000, 2, 1), R^2 train: 0.668, R^2 test: -0.105 Bootstrap CV 65, alpha = (3000, 2, 2), R^2 train: 0.476, R^2 test: 0.047 Bootstrap CV 65, alpha = (3000, 2, 5), R^2 train: 0.306, R^2 test: 0.137 Bootstrap CV 65, alpha = (3000, 2, 7), R^2 train: 0.269, R^2 test: 0.143 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.786, Explained Variance Score Train: 0.306 AUC Validation: 0.728, Explained Variance Score Validation: 0.138 AUC Test: 0.741, Explained Variance Score Test: 0.239 Bootstrap CV 79, alpha = (3000, 2, 1), R^2 train: 0.604, R^2 test: -0.045 Bootstrap CV 79, alpha = (3000, 2, 2), R^2 train: 0.465, R^2 test: 0.062 Bootstrap CV 79, alpha = (3000, 2, 5), R^2 train: 0.340, R^2 test: 0.097 Bootstrap CV 79, alpha = (3000, 2, 7), R^2 train: 0.311, R^2 test: 0.101 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.827, Explained Variance Score Train: 0.340 AUC Validation: 0.705, Explained Variance Score Validation: 0.097 AUC Test: 0.730, Explained Variance Score Test: 0.203 Bootstrap CV 76, alpha = (3000, 2, 1), R^2 train: 0.797, R^2 test: -0.602 Bootstrap CV 76, alpha = (3000, 2, 2), R^2 train: 0.648, R^2 test: -0.413 Bootstrap CV 76, alpha = (3000, 2, 5), R^2 train: 0.498, R^2 test: -0.232 Bootstrap CV 76, alpha = (3000, 2, 7), R^2 train: 0.429, R^2 test: -0.072 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.834, Explained Variance Score Train: 0.429 AUC Validation: 0.636, Explained Variance Score Validation: -0.071 AUC Test: 0.717, Explained Variance Score Test: 0.204 Bootstrap CV 69, alpha = (3000, 2, 1), R^2 train: 0.690, R^2 test: -0.145 Bootstrap CV 69, alpha = (3000, 2, 2), R^2 train: 0.529, R^2 test: 0.004 Bootstrap CV 69, alpha = (3000, 2, 5), R^2 train: 0.357, R^2 test: 0.174 Bootstrap CV 69, alpha = (3000, 2, 7), R^2 train: 0.313, R^2 test: 0.213 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.823, Explained Variance Score Train: 0.313 AUC Validation: 0.794, Explained Variance Score Validation: 0.219 AUC Test: 0.707, Explained Variance Score Test: 0.195 Bootstrap CV 73, alpha = (3000, 2, 1), R^2 train: 0.698, R^2 test: -0.118 Bootstrap CV 73, alpha = (3000, 2, 2), R^2 train: 0.495, R^2 test: 0.105 Bootstrap CV 73, alpha = (3000, 2, 5), R^2 train: 0.335, R^2 test: 0.204 Bootstrap CV 73, alpha = (3000, 2, 7), R^2 train: 0.284, R^2 test: 0.215 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.790, Explained Variance Score Train: 0.284 AUC Validation: 0.712, Explained Variance Score Validation: 0.221 AUC Test: 0.758, Explained Variance Score Test: 0.264 Bootstrap CV 75, alpha = (3000, 2, 1), R^2 train: 0.582, R^2 test: -0.065 Bootstrap CV 75, alpha = (3000, 2, 2), R^2 train: 0.441, R^2 test: -0.018 Bootstrap CV 75, alpha = (3000, 2, 5), R^2 train: 0.286, R^2 test: 0.146 Bootstrap CV 75, alpha = (3000, 2, 7), R^2 train: 0.245, R^2 test: 0.178 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.791, Explained Variance Score Train: 0.245 AUC Validation: 0.622, Explained Variance Score Validation: 0.182 AUC Test: 0.713, Explained Variance Score Test: 0.212 Bootstrap CV 74, alpha = (3000, 2, 1), R^2 train: 0.587, R^2 test: 0.080 Bootstrap CV 74, alpha = (3000, 2, 2), R^2 train: 0.465, R^2 test: 0.159 Bootstrap CV 74, alpha = (3000, 2, 5), R^2 train: 0.269, R^2 test: 0.222 Bootstrap CV 74, alpha = (3000, 2, 7), R^2 train: 0.226, R^2 test: 0.223 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.758, Explained Variance Score Train: 0.226 AUC Validation: 0.742, Explained Variance Score Validation: 0.224 AUC Test: 0.710, Explained Variance Score Test: 0.148 Bootstrap CV 67, alpha = (3000, 2, 1), R^2 train: 0.778, R^2 test: -0.164 Bootstrap CV 67, alpha = (3000, 2, 2), R^2 train: 0.602, R^2 test: 0.105 Bootstrap CV 67, alpha = (3000, 2, 5), R^2 train: 0.422, R^2 test: 0.198 Bootstrap CV 67, alpha = (3000, 2, 7), R^2 train: 0.373, R^2 test: 0.229 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.851, Explained Variance Score Train: 0.373 AUC Validation: 0.776, Explained Variance Score Validation: 0.240 AUC Test: 0.714, Explained Variance Score Test: 0.205 Bootstrap CV 68, alpha = (3000, 2, 1), R^2 train: 0.632, R^2 test: -0.187 Bootstrap CV 68, alpha = (3000, 2, 2), R^2 train: 0.483, R^2 test: -0.001 Bootstrap CV 68, alpha = (3000, 2, 5), R^2 train: 0.301, R^2 test: 0.126 Bootstrap CV 68, alpha = (3000, 2, 7), R^2 train: 0.269, R^2 test: 0.136 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.769, Explained Variance Score Train: 0.269 AUC Validation: 0.708, Explained Variance Score Validation: 0.137 AUC Test: 0.733, Explained Variance Score Test: 0.172 Bootstrap CV 70, alpha = (3000, 2, 1), R^2 train: 0.714, R^2 test: 0.003 Bootstrap CV 70, alpha = (3000, 2, 2), R^2 train: 0.545, R^2 test: 0.035 Bootstrap CV 70, alpha = (3000, 2, 5), R^2 train: 0.415, R^2 test: 0.054 Bootstrap CV 70, alpha = (3000, 2, 7), R^2 train: 0.377, R^2 test: 0.039 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.815, Explained Variance Score Train: 0.377 AUC Validation: 0.640, Explained Variance Score Validation: 0.041 AUC Test: 0.722, Explained Variance Score Test: 0.236 Bootstrap CV 72, alpha = (3000, 2, 1), R^2 train: 0.705, R^2 test: -0.086 Bootstrap CV 72, alpha = (3000, 2, 2), R^2 train: 0.519, R^2 test: 0.029 Bootstrap CV 72, alpha = (3000, 2, 5), R^2 train: 0.350, R^2 test: 0.085 Bootstrap CV 72, alpha = (3000, 2, 7), R^2 train: 0.306, R^2 test: 0.092 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.808, Explained Variance Score Train: 0.306 AUC Validation: 0.762, Explained Variance Score Validation: 0.097 AUC Test: 0.704, Explained Variance Score Test: 0.152 Bootstrap CV 77, alpha = (3000, 2, 1), R^2 train: 0.658, R^2 test: -0.132 Bootstrap CV 77, alpha = (3000, 2, 2), R^2 train: 0.510, R^2 test: 0.050 Bootstrap CV 77, alpha = (3000, 2, 5), R^2 train: 0.388, R^2 test: 0.180 Bootstrap CV 77, alpha = (3000, 2, 7), R^2 train: 0.360, R^2 test: 0.188 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.862, Explained Variance Score Train: 0.388 AUC Validation: 0.782, Explained Variance Score Validation: 0.181 AUC Test: 0.734, Explained Variance Score Test: 0.250 Bootstrap CV 64, alpha = (3000, 2, 1), R^2 train: 0.691, R^2 test: -0.362 Bootstrap CV 64, alpha = (3000, 2, 2), R^2 train: 0.556, R^2 test: -0.125 Bootstrap CV 64, alpha = (3000, 2, 5), R^2 train: 0.399, R^2 test: -0.051 Bootstrap CV 64, alpha = (3000, 2, 7), R^2 train: 0.365, R^2 test: -0.042 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.809, Explained Variance Score Train: 0.365 AUC Validation: 0.628, Explained Variance Score Validation: 0.010 AUC Test: 0.709, Explained Variance Score Test: 0.219 Bootstrap CV 66, alpha = (3000, 2, 1), R^2 train: 0.739, R^2 test: -0.028 Bootstrap CV 66, alpha = (3000, 2, 2), R^2 train: 0.515, R^2 test: 0.138 Bootstrap CV 66, alpha = (3000, 2, 5), R^2 train: 0.362, R^2 test: 0.242 Bootstrap CV 66, alpha = (3000, 2, 7), R^2 train: 0.305, R^2 test: 0.244 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.794, Explained Variance Score Train: 0.305 AUC Validation: 0.757, Explained Variance Score Validation: 0.254 AUC Test: 0.739, Explained Variance Score Test: 0.220 Bootstrap CV 78, alpha = (3000, 2, 1), R^2 train: 0.622, R^2 test: -0.105 Bootstrap CV 78, alpha = (3000, 2, 2), R^2 train: 0.506, R^2 test: 0.024 Bootstrap CV 78, alpha = (3000, 2, 5), R^2 train: 0.374, R^2 test: 0.092 Bootstrap CV 78, alpha = (3000, 2, 7), R^2 train: 0.342, R^2 test: 0.119 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.836, Explained Variance Score Train: 0.342 AUC Validation: 0.759, Explained Variance Score Validation: 0.134 AUC Test: 0.722, Explained Variance Score Test: 0.213 Bootstrap CV 71, alpha = (3000, 2, 1), R^2 train: 0.761, R^2 test: -0.419 Bootstrap CV 71, alpha = (3000, 2, 2), R^2 train: 0.546, R^2 test: -0.208 Bootstrap CV 71, alpha = (3000, 2, 5), R^2 train: 0.382, R^2 test: -0.034 Bootstrap CV 71, alpha = (3000, 2, 7), R^2 train: 0.320, R^2 test: 0.021 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.846, Explained Variance Score Train: 0.320 AUC Validation: 0.596, Explained Variance Score Validation: 0.034 AUC Test: 0.726, Explained Variance Score Test: 0.254 Running batch 6 of 7 with 16 nodes Bootstrap CV 90, alpha = (3000, 2, 1), R^2 train: 0.729, R^2 test: -0.036 Bootstrap CV 90, alpha = (3000, 2, 2), R^2 train: 0.540, R^2 test: 0.139 Bootstrap CV 90, alpha = (3000, 2, 5), R^2 train: 0.363, R^2 test: 0.218 Bootstrap CV 90, alpha = (3000, 2, 7), R^2 train: 0.305, R^2 test: 0.249 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.778, Explained Variance Score Train: 0.305 AUC Validation: 0.874, Explained Variance Score Validation: 0.306 AUC Test: 0.725, Explained Variance Score Test: 0.217 Bootstrap CV 81, alpha = (3000, 2, 1), R^2 train: 0.764, R^2 test: 0.123 Bootstrap CV 81, alpha = (3000, 2, 2), R^2 train: 0.639, R^2 test: 0.216 Bootstrap CV 81, alpha = (3000, 2, 5), R^2 train: 0.519, R^2 test: 0.255 Bootstrap CV 81, alpha = (3000, 2, 7), R^2 train: 0.474, R^2 test: 0.235 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.819, Explained Variance Score Train: 0.474 AUC Validation: 0.787, Explained Variance Score Validation: 0.243 AUC Test: 0.742, Explained Variance Score Test: 0.249 Bootstrap CV 92, alpha = (3000, 2, 1), R^2 train: 0.792, R^2 test: -0.074 Bootstrap CV 92, alpha = (3000, 2, 2), R^2 train: 0.645, R^2 test: 0.097 Bootstrap CV 92, alpha = (3000, 2, 5), R^2 train: 0.512, R^2 test: 0.160 Bootstrap CV 92, alpha = (3000, 2, 7), R^2 train: 0.487, R^2 test: 0.169 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.849, Explained Variance Score Train: 0.487 AUC Validation: 0.736, Explained Variance Score Validation: 0.170 AUC Test: 0.726, Explained Variance Score Test: 0.213 Bootstrap CV 80, alpha = (3000, 2, 1), R^2 train: 0.723, R^2 test: -0.712 Bootstrap CV 80, alpha = (3000, 2, 2), R^2 train: 0.552, R^2 test: -0.289 Bootstrap CV 80, alpha = (3000, 2, 5), R^2 train: 0.367, R^2 test: -0.005 Bootstrap CV 80, alpha = (3000, 2, 7), R^2 train: 0.325, R^2 test: 0.007 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.831, Explained Variance Score Train: 0.325 AUC Validation: 0.678, Explained Variance Score Validation: 0.015 AUC Test: 0.721, Explained Variance Score Test: 0.165 Bootstrap CV 84, alpha = (3000, 2, 1), R^2 train: 0.775, R^2 test: -0.157 Bootstrap CV 84, alpha = (3000, 2, 2), R^2 train: 0.534, R^2 test: 0.054 Bootstrap CV 84, alpha = (3000, 2, 5), R^2 train: 0.376, R^2 test: 0.183 Bootstrap CV 84, alpha = (3000, 2, 7), R^2 train: 0.339, R^2 test: 0.215 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.798, Explained Variance Score Train: 0.339 AUC Validation: 0.732, Explained Variance Score Validation: 0.215 AUC Test: 0.736, Explained Variance Score Test: 0.186 Bootstrap CV 85, alpha = (3000, 2, 1), R^2 train: 0.792, R^2 test: -0.084 Bootstrap CV 85, alpha = (3000, 2, 2), R^2 train: 0.536, R^2 test: -0.003 Bootstrap CV 85, alpha = (3000, 2, 5), R^2 train: 0.366, R^2 test: 0.086 Bootstrap CV 85, alpha = (3000, 2, 7), R^2 train: 0.317, R^2 test: 0.082 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.793, Explained Variance Score Train: 0.317 AUC Validation: 0.585, Explained Variance Score Validation: 0.085 AUC Test: 0.761, Explained Variance Score Test: 0.244 Bootstrap CV 87, alpha = (3000, 2, 1), R^2 train: 0.695, R^2 test: -0.176 Bootstrap CV 87, alpha = (3000, 2, 2), R^2 train: 0.548, R^2 test: -0.034 Bootstrap CV 87, alpha = (3000, 2, 5), R^2 train: 0.403, R^2 test: 0.072 Bootstrap CV 87, alpha = (3000, 2, 7), R^2 train: 0.357, R^2 test: 0.147 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.839, Explained Variance Score Train: 0.357 AUC Validation: 0.658, Explained Variance Score Validation: 0.169 AUC Test: 0.716, Explained Variance Score Test: 0.228 Bootstrap CV 83, alpha = (3000, 2, 1), R^2 train: 0.754, R^2 test: -0.156 Bootstrap CV 83, alpha = (3000, 2, 2), R^2 train: 0.574, R^2 test: 0.031 Bootstrap CV 83, alpha = (3000, 2, 5), R^2 train: 0.438, R^2 test: 0.102 Bootstrap CV 83, alpha = (3000, 2, 7), R^2 train: 0.369, R^2 test: 0.124 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.842, Explained Variance Score Train: 0.369 AUC Validation: 0.651, Explained Variance Score Validation: 0.128 AUC Test: 0.742, Explained Variance Score Test: 0.245 Bootstrap CV 93, alpha = (3000, 2, 1), R^2 train: 0.781, R^2 test: 0.019 Bootstrap CV 93, alpha = (3000, 2, 2), R^2 train: 0.575, R^2 test: 0.136 Bootstrap CV 93, alpha = (3000, 2, 5), R^2 train: 0.440, R^2 test: 0.246 Bootstrap CV 93, alpha = (3000, 2, 7), R^2 train: 0.376, R^2 test: 0.272 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.773, Explained Variance Score Train: 0.376 AUC Validation: 0.742, Explained Variance Score Validation: 0.274 AUC Test: 0.729, Explained Variance Score Test: 0.221 Bootstrap CV 95, alpha = (3000, 2, 1), R^2 train: 0.796, R^2 test: -0.214 Bootstrap CV 95, alpha = (3000, 2, 2), R^2 train: 0.643, R^2 test: -0.056 Bootstrap CV 95, alpha = (3000, 2, 5), R^2 train: 0.488, R^2 test: 0.121 Bootstrap CV 95, alpha = (3000, 2, 7), R^2 train: 0.427, R^2 test: 0.180 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.849, Explained Variance Score Train: 0.427 AUC Validation: 0.720, Explained Variance Score Validation: 0.199 AUC Test: 0.735, Explained Variance Score Test: 0.232 Bootstrap CV 94, alpha = (3000, 2, 1), R^2 train: 0.648, R^2 test: 0.023 Bootstrap CV 94, alpha = (3000, 2, 2), R^2 train: 0.492, R^2 test: 0.102 Bootstrap CV 94, alpha = (3000, 2, 5), R^2 train: 0.349, R^2 test: 0.194 Bootstrap CV 94, alpha = (3000, 2, 7), R^2 train: 0.306, R^2 test: 0.223 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.774, Explained Variance Score Train: 0.306 AUC Validation: 0.767, Explained Variance Score Validation: 0.225 AUC Test: 0.722, Explained Variance Score Test: 0.229 Bootstrap CV 82, alpha = (3000, 2, 1), R^2 train: 0.672, R^2 test: 0.136 Bootstrap CV 82, alpha = (3000, 2, 2), R^2 train: 0.561, R^2 test: 0.164 Bootstrap CV 82, alpha = (3000, 2, 5), R^2 train: 0.407, R^2 test: 0.197 Bootstrap CV 82, alpha = (3000, 2, 7), R^2 train: 0.384, R^2 test: 0.184 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.862, Explained Variance Score Train: 0.384 AUC Validation: 0.739, Explained Variance Score Validation: 0.187 AUC Test: 0.728, Explained Variance Score Test: 0.252 Bootstrap CV 89, alpha = (3000, 2, 1), R^2 train: 0.646, R^2 test: -0.082 Bootstrap CV 89, alpha = (3000, 2, 2), R^2 train: 0.505, R^2 test: -0.128 Bootstrap CV 89, alpha = (3000, 2, 5), R^2 train: 0.400, R^2 test: -0.041 Bootstrap CV 89, alpha = (3000, 2, 7), R^2 train: 0.363, R^2 test: 0.029 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.806, Explained Variance Score Train: 0.363 AUC Validation: 0.636, Explained Variance Score Validation: 0.033 AUC Test: 0.700, Explained Variance Score Test: 0.162 Bootstrap CV 91, alpha = (3000, 2, 1), R^2 train: 0.685, R^2 test: -0.388 Bootstrap CV 91, alpha = (3000, 2, 2), R^2 train: 0.515, R^2 test: -0.020 Bootstrap CV 91, alpha = (3000, 2, 5), R^2 train: 0.338, R^2 test: 0.150 Bootstrap CV 91, alpha = (3000, 2, 7), R^2 train: 0.294, R^2 test: 0.171 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.797, Explained Variance Score Train: 0.294 AUC Validation: 0.671, Explained Variance Score Validation: 0.213 AUC Test: 0.739, Explained Variance Score Test: 0.220 Bootstrap CV 86, alpha = (3000, 2, 1), R^2 train: 0.552, R^2 test: 0.039 Bootstrap CV 86, alpha = (3000, 2, 2), R^2 train: 0.453, R^2 test: 0.096 Bootstrap CV 86, alpha = (3000, 2, 5), R^2 train: 0.291, R^2 test: 0.164 Bootstrap CV 86, alpha = (3000, 2, 7), R^2 train: 0.260, R^2 test: 0.163 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.795, Explained Variance Score Train: 0.260 AUC Validation: 0.666, Explained Variance Score Validation: 0.163 AUC Test: 0.736, Explained Variance Score Test: 0.195 Bootstrap CV 88, alpha = (3000, 2, 1), R^2 train: 0.681, R^2 test: -0.975 Bootstrap CV 88, alpha = (3000, 2, 2), R^2 train: 0.561, R^2 test: -0.717 Bootstrap CV 88, alpha = (3000, 2, 5), R^2 train: 0.379, R^2 test: -0.212 Bootstrap CV 88, alpha = (3000, 2, 7), R^2 train: 0.317, R^2 test: -0.062 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.811, Explained Variance Score Train: 0.317 AUC Validation: 0.666, Explained Variance Score Validation: -0.009 AUC Test: 0.710, Explained Variance Score Test: 0.201 Running batch 7 of 7 with 4 nodes Bootstrap CV 96, alpha = (3000, 2, 1), R^2 train: 0.659, R^2 test: 0.198 Bootstrap CV 96, alpha = (3000, 2, 2), R^2 train: 0.436, R^2 test: 0.208 Bootstrap CV 96, alpha = (3000, 2, 5), R^2 train: 0.264, R^2 test: 0.233 Bootstrap CV 96, alpha = (3000, 2, 7), R^2 train: 0.240, R^2 test: 0.242 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.787, Explained Variance Score Train: 0.240 AUC Validation: 0.767, Explained Variance Score Validation: 0.242 AUC Test: 0.718, Explained Variance Score Test: 0.216 Bootstrap CV 97, alpha = (3000, 2, 1), R^2 train: 0.676, R^2 test: -0.105 Bootstrap CV 97, alpha = (3000, 2, 2), R^2 train: 0.560, R^2 test: 0.029 Bootstrap CV 97, alpha = (3000, 2, 5), R^2 train: 0.406, R^2 test: 0.179 Bootstrap CV 97, alpha = (3000, 2, 7), R^2 train: 0.343, R^2 test: 0.256 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.837, Explained Variance Score Train: 0.343 AUC Validation: 0.795, Explained Variance Score Validation: 0.256 AUC Test: 0.709, Explained Variance Score Test: 0.208 Bootstrap CV 98, alpha = (3000, 2, 1), R^2 train: 0.602, R^2 test: 0.166 Bootstrap CV 98, alpha = (3000, 2, 2), R^2 train: 0.429, R^2 test: 0.183 Bootstrap CV 98, alpha = (3000, 2, 5), R^2 train: 0.276, R^2 test: 0.187 Bootstrap CV 98, alpha = (3000, 2, 7), R^2 train: 0.239, R^2 test: 0.185 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.789, Explained Variance Score Train: 0.239 AUC Validation: 0.788, Explained Variance Score Validation: 0.187 AUC Test: 0.714, Explained Variance Score Test: 0.180 Bootstrap CV 99, alpha = (3000, 2, 1), R^2 train: 0.630, R^2 test: -0.065 Bootstrap CV 99, alpha = (3000, 2, 2), R^2 train: 0.474, R^2 test: -0.050 Bootstrap CV 99, alpha = (3000, 2, 5), R^2 train: 0.309, R^2 test: 0.062 Bootstrap CV 99, alpha = (3000, 2, 7), R^2 train: 0.274, R^2 test: 0.093 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.816, Explained Variance Score Train: 0.274 AUC Validation: 0.652, Explained Variance Score Validation: 0.103 AUC Test: 0.706, Explained Variance Score Test: 0.184 total Variables 1 and total subjects: 1751 ->AUC validation: 0.724 95% CI: [0.711 , 0.737] ->AUC test: 0.726 95% CI: [0.723 , 0.729] ->R^2 validation: 0.163 95% CI: [0.145 , 0.181] ->R^2 test: 0.209 95% CI: [0.202 , 0.215] ->Explained Variance validation: 0.150 95% CI: [0.132 , 0.169] ->Explained Variance test: 0.206 95% CI: [0.199 , 0.212] Test set metrics: @threshold:2.156, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:1.156, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:1.148, sens:0.133, spec:0.989, ppv:0.786, acc:0.786, f1:0.227, mcc:0.100, total+:14, total-:336 @threshold:1.146, sens:0.157, spec:0.989, ppv:0.812, acc:0.791, f1:0.263, mcc:0.112, total+:16, total-:334 @threshold:0.982, sens:0.181, spec:0.981, ppv:0.750, acc:0.791, f1:0.291, mcc:0.067, total+:20, total-:330 @threshold:0.887, sens:0.193, spec:0.978, ppv:0.727, acc:0.791, f1:0.305, mcc:0.056, total+:22, total-:328 @threshold:0.816, sens:0.205, spec:0.978, ppv:0.739, acc:0.794, f1:0.321, mcc:0.059, total+:23, total-:327 @threshold:0.813, sens:0.217, spec:0.974, ppv:0.720, acc:0.794, f1:0.333, mcc:0.051, total+:25, total-:325 @threshold:0.805, sens:0.229, spec:0.970, ppv:0.704, acc:0.794, f1:0.345, mcc:0.045, total+:27, total-:323 @threshold:0.803, sens:0.241, spec:0.970, ppv:0.714, acc:0.797, f1:0.360, mcc:0.047, total+:28, total-:322 @threshold:0.739, sens:0.241, spec:0.948, ppv:0.588, acc:0.780, f1:0.342, mcc:0.022, total+:34, total-:316 @threshold:0.730, sens:0.241, spec:0.944, ppv:0.571, acc:0.777, f1:0.339, mcc:0.020, total+:35, total-:315 @threshold:0.715, sens:0.253, spec:0.933, ppv:0.538, acc:0.771, f1:0.344, mcc:0.016, total+:39, total-:311 @threshold:0.714, sens:0.265, spec:0.925, ppv:0.524, acc:0.769, f1:0.352, mcc:0.014, total+:42, total-:308 @threshold:0.714, sens:0.277, spec:0.925, ppv:0.535, acc:0.771, f1:0.365, mcc:0.015, total+:43, total-:307 @threshold:0.609, sens:0.289, spec:0.918, ppv:0.522, acc:0.769, f1:0.372, mcc:0.014, total+:46, total-:304 @threshold:0.584, sens:0.289, spec:0.914, ppv:0.511, acc:0.766, f1:0.369, mcc:0.013, total+:47, total-:303 @threshold:0.549, sens:0.313, spec:0.906, ppv:0.510, acc:0.766, f1:0.388, mcc:0.012, total+:51, total-:299 @threshold:0.542, sens:0.349, spec:0.906, ppv:0.537, acc:0.774, f1:0.423, mcc:0.014, total+:54, total-:296 @threshold:0.542, sens:0.361, spec:0.906, ppv:0.545, acc:0.777, f1:0.435, mcc:0.015, total+:55, total-:295 @threshold:0.541, sens:0.373, spec:0.903, ppv:0.544, acc:0.777, f1:0.443, mcc:0.014, total+:57, total-:293 @threshold:0.539, sens:0.386, spec:0.903, ppv:0.552, acc:0.780, f1:0.454, mcc:0.015, total+:58, total-:292 @threshold:0.529, sens:0.422, spec:0.839, ppv:0.449, acc:0.740, f1:0.435, mcc:0.007, total+:78, total-:272 @threshold:0.521, sens:0.434, spec:0.831, ppv:0.444, acc:0.737, f1:0.439, mcc:0.007, total+:81, total-:269 @threshold:0.488, sens:0.446, spec:0.828, ppv:0.446, acc:0.737, f1:0.446, mcc:0.007, total+:83, total-:267 @threshold:0.487, sens:0.446, spec:0.813, ppv:0.425, acc:0.726, f1:0.435, mcc:0.006, total+:87, total-:263 @threshold:0.469, sens:0.458, spec:0.809, ppv:0.427, acc:0.726, f1:0.442, mcc:0.006, total+:89, total-:261 @threshold:0.441, sens:0.470, spec:0.798, ppv:0.419, acc:0.720, f1:0.443, mcc:0.006, total+:93, total-:257 @threshold:0.424, sens:0.470, spec:0.794, ppv:0.415, acc:0.717, f1:0.441, mcc:0.006, total+:94, total-:256 @threshold:0.417, sens:0.482, spec:0.794, ppv:0.421, acc:0.720, f1:0.449, mcc:0.006, total+:95, total-:255 @threshold:0.409, sens:0.482, spec:0.790, ppv:0.417, acc:0.717, f1:0.447, mcc:0.006, total+:96, total-:254 @threshold:0.396, sens:0.518, spec:0.783, ppv:0.426, acc:0.720, f1:0.467, mcc:0.006, total+:101, total-:249 @threshold:0.389, sens:0.530, spec:0.779, ppv:0.427, acc:0.720, f1:0.473, mcc:0.006, total+:103, total-:247 @threshold:0.347, sens:0.530, spec:0.775, ppv:0.423, acc:0.717, f1:0.471, mcc:0.006, total+:104, total-:246 @threshold:0.338, sens:0.542, spec:0.760, ppv:0.413, acc:0.709, f1:0.469, mcc:0.005, total+:109, total-:241 @threshold:0.335, sens:0.554, spec:0.753, ppv:0.411, acc:0.706, f1:0.472, mcc:0.005, total+:112, total-:238 @threshold:0.271, sens:0.566, spec:0.753, ppv:0.416, acc:0.709, f1:0.480, mcc:0.006, total+:113, total-:237 @threshold:0.269, sens:0.566, spec:0.749, ppv:0.412, acc:0.706, f1:0.477, mcc:0.005, total+:114, total-:236 @threshold:0.263, sens:0.566, spec:0.742, ppv:0.405, acc:0.700, f1:0.472, mcc:0.005, total+:116, total-:234 @threshold:0.262, sens:0.602, spec:0.734, ppv:0.413, acc:0.703, f1:0.490, mcc:0.005, total+:121, total-:229 @threshold:0.254, sens:0.614, spec:0.734, ppv:0.418, acc:0.706, f1:0.498, mcc:0.006, total+:122, total-:228 @threshold:0.251, sens:0.614, spec:0.730, ppv:0.415, acc:0.703, f1:0.495, mcc:0.005, total+:123, total-:227 @threshold:0.230, sens:0.614, spec:0.708, ppv:0.395, acc:0.686, f1:0.481, mcc:0.005, total+:129, total-:221 @threshold:0.198, sens:0.627, spec:0.682, ppv:0.380, acc:0.669, f1:0.473, mcc:0.004, total+:137, total-:213 @threshold:0.197, sens:0.627, spec:0.674, ppv:0.374, acc:0.663, f1:0.468, mcc:0.004, total+:139, total-:211 @threshold:0.195, sens:0.639, spec:0.670, ppv:0.376, acc:0.663, f1:0.473, mcc:0.004, total+:141, total-:209 @threshold:0.183, sens:0.651, spec:0.659, ppv:0.372, acc:0.657, f1:0.474, mcc:0.004, total+:145, total-:205 @threshold:0.183, sens:0.651, spec:0.655, ppv:0.370, acc:0.654, f1:0.472, mcc:0.004, total+:146, total-:204 @threshold:0.181, sens:0.663, spec:0.655, ppv:0.374, acc:0.657, f1:0.478, mcc:0.004, total+:147, total-:203 @threshold:0.181, sens:0.675, spec:0.652, ppv:0.376, acc:0.657, f1:0.483, mcc:0.004, total+:149, total-:201 @threshold:0.178, sens:0.675, spec:0.648, ppv:0.373, acc:0.654, f1:0.481, mcc:0.004, total+:150, total-:200 @threshold:0.177, sens:0.687, spec:0.640, ppv:0.373, acc:0.651, f1:0.483, mcc:0.004, total+:153, total-:197 @threshold:0.170, sens:0.711, spec:0.610, ppv:0.362, acc:0.634, f1:0.480, mcc:0.004, total+:163, total-:187 @threshold:0.126, sens:0.723, spec:0.603, ppv:0.361, acc:0.631, f1:0.482, mcc:0.004, total+:166, total-:184 @threshold:0.124, sens:0.723, spec:0.599, ppv:0.359, acc:0.629, f1:0.480, mcc:0.004, total+:167, total-:183 @threshold:0.069, sens:0.747, spec:0.599, ppv:0.367, acc:0.634, f1:0.492, mcc:0.004, total+:169, total-:181 @threshold:0.060, sens:0.759, spec:0.569, ppv:0.354, acc:0.614, f1:0.483, mcc:0.003, total+:178, total-:172 @threshold:0.060, sens:0.771, spec:0.562, ppv:0.354, acc:0.611, f1:0.485, mcc:0.003, total+:181, total-:169 @threshold:0.045, sens:0.771, spec:0.558, ppv:0.352, acc:0.609, f1:0.483, mcc:0.003, total+:182, total-:168 @threshold:0.003, sens:0.771, spec:0.539, ppv:0.342, acc:0.594, f1:0.474, mcc:0.003, total+:187, total-:163 @threshold:0.001, sens:0.771, spec:0.528, ppv:0.337, acc:0.586, f1:0.469, mcc:0.003, total+:190, total-:160 @threshold:-0.063, sens:0.783, spec:0.528, ppv:0.340, acc:0.589, f1:0.474, mcc:0.003, total+:191, total-:159 @threshold:-0.063, sens:0.783, spec:0.524, ppv:0.339, acc:0.586, f1:0.473, mcc:0.003, total+:192, total-:158 @threshold:-0.067, sens:0.783, spec:0.509, ppv:0.332, acc:0.574, f1:0.466, mcc:0.003, total+:196, total-:154 @threshold:-0.094, sens:0.795, spec:0.494, ppv:0.328, acc:0.566, f1:0.465, mcc:0.003, total+:201, total-:149 @threshold:-0.114, sens:0.807, spec:0.487, ppv:0.328, acc:0.563, f1:0.467, mcc:0.003, total+:204, total-:146 @threshold:-0.118, sens:0.807, spec:0.483, ppv:0.327, acc:0.560, f1:0.465, mcc:0.003, total+:205, total-:145 @threshold:-0.232, sens:0.807, spec:0.457, ppv:0.316, acc:0.540, f1:0.454, mcc:0.002, total+:212, total-:138 @threshold:-0.258, sens:0.807, spec:0.453, ppv:0.315, acc:0.537, f1:0.453, mcc:0.002, total+:213, total-:137 @threshold:-0.258, sens:0.807, spec:0.442, ppv:0.310, acc:0.529, f1:0.448, mcc:0.002, total+:216, total-:134 @threshold:-0.284, sens:0.807, spec:0.438, ppv:0.309, acc:0.526, f1:0.447, mcc:0.002, total+:217, total-:133 @threshold:-0.302, sens:0.807, spec:0.431, ppv:0.306, acc:0.520, f1:0.444, mcc:0.002, total+:219, total-:131 @threshold:-0.302, sens:0.831, spec:0.416, ppv:0.307, acc:0.514, f1:0.448, mcc:0.002, total+:225, total-:125 @threshold:-0.307, sens:0.831, spec:0.412, ppv:0.305, acc:0.511, f1:0.447, mcc:0.002, total+:226, total-:124 @threshold:-0.312, sens:0.831, spec:0.401, ppv:0.301, acc:0.503, f1:0.442, mcc:0.002, total+:229, total-:121 @threshold:-0.329, sens:0.843, spec:0.397, ppv:0.303, acc:0.503, f1:0.446, mcc:0.002, total+:231, total-:119 @threshold:-0.351, sens:0.855, spec:0.393, ppv:0.305, acc:0.503, f1:0.449, mcc:0.002, total+:233, total-:117 @threshold:-0.353, sens:0.855, spec:0.390, ppv:0.303, acc:0.500, f1:0.448, mcc:0.002, total+:234, total-:116 @threshold:-0.402, sens:0.867, spec:0.386, ppv:0.305, acc:0.500, f1:0.451, mcc:0.002, total+:236, total-:114 @threshold:-0.402, sens:0.867, spec:0.382, ppv:0.304, acc:0.497, f1:0.450, mcc:0.002, total+:237, total-:113 @threshold:-0.407, sens:0.867, spec:0.375, ppv:0.301, acc:0.491, f1:0.447, mcc:0.002, total+:239, total-:111 @threshold:-0.408, sens:0.880, spec:0.375, ppv:0.304, acc:0.494, f1:0.452, mcc:0.002, total+:240, total-:110 @threshold:-0.409, sens:0.880, spec:0.371, ppv:0.303, acc:0.491, f1:0.451, mcc:0.002, total+:241, total-:109 @threshold:-0.414, sens:0.892, spec:0.356, ppv:0.301, acc:0.483, f1:0.450, mcc:0.002, total+:246, total-:104 @threshold:-0.416, sens:0.892, spec:0.352, ppv:0.300, acc:0.480, f1:0.448, mcc:0.002, total+:247, total-:103 @threshold:-0.417, sens:0.892, spec:0.341, ppv:0.296, acc:0.471, f1:0.444, mcc:0.002, total+:250, total-:100 @threshold:-0.418, sens:0.892, spec:0.337, ppv:0.295, acc:0.469, f1:0.443, mcc:0.002, total+:251, total-:99 @threshold:-0.418, sens:0.904, spec:0.333, ppv:0.296, acc:0.469, f1:0.446, mcc:0.002, total+:253, total-:97 @threshold:-0.420, sens:0.904, spec:0.303, ppv:0.287, acc:0.446, f1:0.436, mcc:0.002, total+:261, total-:89 @threshold:-0.421, sens:0.904, spec:0.300, ppv:0.286, acc:0.443, f1:0.435, mcc:0.002, total+:262, total-:88 @threshold:-0.424, sens:0.904, spec:0.285, ppv:0.282, acc:0.431, f1:0.430, mcc:0.002, total+:266, total-:84 @threshold:-0.439, sens:0.904, spec:0.251, ppv:0.273, acc:0.406, f1:0.419, mcc:0.002, total+:275, total-:75 @threshold:-0.441, sens:0.904, spec:0.247, ppv:0.272, acc:0.403, f1:0.418, mcc:0.002, total+:276, total-:74 @threshold:-0.446, sens:0.916, spec:0.225, ppv:0.269, acc:0.389, f1:0.415, mcc:0.002, total+:283, total-:67 @threshold:-0.450, sens:0.916, spec:0.221, ppv:0.268, acc:0.386, f1:0.414, mcc:0.002, total+:284, total-:66 @threshold:-0.450, sens:0.916, spec:0.210, ppv:0.265, acc:0.377, f1:0.411, mcc:0.002, total+:287, total-:63 @threshold:-0.453, sens:0.916, spec:0.202, ppv:0.263, acc:0.371, f1:0.409, mcc:0.001, total+:289, total-:61 @threshold:-0.456, sens:0.928, spec:0.199, ppv:0.265, acc:0.371, f1:0.412, mcc:0.002, total+:291, total-:59 @threshold:-0.457, sens:0.940, spec:0.199, ppv:0.267, acc:0.374, f1:0.416, mcc:0.002, total+:292, total-:58 @threshold:-0.483, sens:0.940, spec:0.195, ppv:0.266, acc:0.371, f1:0.415, mcc:0.002, total+:293, total-:57 @threshold:-0.485, sens:0.940, spec:0.180, ppv:0.263, acc:0.360, f1:0.411, mcc:0.002, total+:297, total-:53 @threshold:-0.510, sens:0.940, spec:0.176, ppv:0.262, acc:0.357, f1:0.409, mcc:0.002, total+:298, total-:52 @threshold:-0.527, sens:0.964, spec:0.146, ppv:0.260, acc:0.340, f1:0.409, mcc:0.002, total+:308, total-:42 @threshold:-0.556, sens:0.964, spec:0.131, ppv:0.256, acc:0.329, f1:0.405, mcc:0.002, total+:312, total-:38 @threshold:-0.558, sens:0.964, spec:0.127, ppv:0.256, acc:0.326, f1:0.404, mcc:0.002, total+:313, total-:37 @threshold:-0.560, sens:0.964, spec:0.112, ppv:0.252, acc:0.314, f1:0.400, mcc:0.001, total+:317, total-:33 @threshold:-0.562, sens:0.964, spec:0.105, ppv:0.251, acc:0.309, f1:0.398, mcc:0.001, total+:319, total-:31 @threshold:-0.563, sens:0.964, spec:0.101, ppv:0.250, acc:0.306, f1:0.397, mcc:0.001, total+:320, total-:30 @threshold:-0.567, sens:0.964, spec:0.086, ppv:0.247, acc:0.294, f1:0.393, mcc:0.001, total+:324, total-:26 @threshold:-0.569, sens:0.964, spec:0.082, ppv:0.246, acc:0.291, f1:0.392, mcc:0.001, total+:325, total-:25 @threshold:-0.572, sens:0.976, spec:0.071, ppv:0.246, acc:0.286, f1:0.393, mcc:0.001, total+:329, total-:21 @threshold:-0.575, sens:1.000, spec:0.071, ppv:0.251, acc:0.291, f1:0.401, mcc:0.002, total+:331, total-:19 @threshold:-0.581, sens:1.000, spec:0.060, ppv:0.249, acc:0.283, f1:0.398, mcc:0.002, total+:334, total-:16 @threshold:-0.696, sens:1.000, spec:0.045, ppv:0.246, acc:0.271, f1:0.394, mcc:0.002, total+:338, total-:12 @threshold:-0.701, sens:1.000, spec:0.041, ppv:0.245, acc:0.269, f1:0.393, mcc:0.002, total+:339, total-:11 * Vital: Wt for Length ZScore-latest | coef 1.000 95% CI: [1.000 , 1.000] | OR_adj 2.718 [2.718 2.718] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.761 Correlated most with: Vital : 1.0 Time to run analysis 0:06:04.902416 Total Time elapsed 5:54:19.967935 ----------------------------------------------------- boys no_min wfl_latest gradientboost regression Running batch 1 of 7 with 16 nodes Bootstrap CV 11, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.314, R^2 test: 0.140 Bootstrap CV 11, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.314, R^2 test: 0.140 Bootstrap CV 11, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.314, R^2 test: 0.140 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.793, Explained Variance Score Train: 0.331 AUC Validation: 0.794, Explained Variance Score Validation: 0.192 AUC Test: 0.722, Explained Variance Score Test: 0.170 Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.510, R^2 test: -0.067 Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.510, R^2 test: -0.067 Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.510, R^2 test: -0.067 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.873, Explained Variance Score Train: 0.524 AUC Validation: 0.535, Explained Variance Score Validation: -0.053 AUC Test: 0.699, Explained Variance Score Test: 0.148 Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.398, R^2 test: -0.020 Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.406, R^2 test: -0.022 Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.406, R^2 test: -0.022 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.849, Explained Variance Score Train: 0.422 AUC Validation: 0.660, Explained Variance Score Validation: -0.009 AUC Test: 0.726, Explained Variance Score Test: 0.181 Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.413, R^2 test: -0.120 Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.413, R^2 test: -0.120 Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.413, R^2 test: -0.120 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.814, Explained Variance Score Train: 0.463 AUC Validation: 0.744, Explained Variance Score Validation: -0.120 AUC Test: 0.719, Explained Variance Score Test: 0.013 Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.350, R^2 test: 0.004 Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.350, R^2 test: 0.004 Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.350, R^2 test: 0.004 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.848, Explained Variance Score Train: 0.362 AUC Validation: 0.690, Explained Variance Score Validation: 0.057 AUC Test: 0.708, Explained Variance Score Test: 0.207 Bootstrap CV 15, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.426, R^2 test: 0.018 Bootstrap CV 15, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.427, R^2 test: 0.017 Bootstrap CV 15, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.427, R^2 test: 0.017 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.887, Explained Variance Score Train: 0.452 AUC Validation: 0.626, Explained Variance Score Validation: 0.055 AUC Test: 0.692, Explained Variance Score Test: 0.150 Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.397, R^2 test: 0.055 Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.397, R^2 test: 0.055 Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.397, R^2 test: 0.055 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.787, Explained Variance Score Train: 0.428 AUC Validation: 0.792, Explained Variance Score Validation: 0.158 AUC Test: 0.729, Explained Variance Score Test: 0.118 Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.327, R^2 test: -0.035 Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.327, R^2 test: -0.035 Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.327, R^2 test: -0.035 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.803, Explained Variance Score Train: 0.359 AUC Validation: 0.704, Explained Variance Score Validation: 0.050 AUC Test: 0.678, Explained Variance Score Test: 0.087 Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.354, R^2 test: 0.026 Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.363, R^2 test: 0.026 Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.385, R^2 test: 0.022 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.835, Explained Variance Score Train: 0.398 AUC Validation: 0.771, Explained Variance Score Validation: 0.027 AUC Test: 0.727, Explained Variance Score Test: 0.143 Bootstrap CV 13, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.356, R^2 test: 0.187 Bootstrap CV 13, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.361, R^2 test: 0.170 Bootstrap CV 13, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.361, R^2 test: 0.170 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.794, Explained Variance Score Train: 0.384 AUC Validation: 0.711, Explained Variance Score Validation: 0.220 AUC Test: 0.714, Explained Variance Score Test: 0.137 Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.178, R^2 test: 0.238 Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.178, R^2 test: 0.238 Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.178, R^2 test: 0.238 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.783, Explained Variance Score Train: 0.233 AUC Validation: 0.772, Explained Variance Score Validation: 0.283 AUC Test: 0.734, Explained Variance Score Test: 0.187 Bootstrap CV 14, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.263, R^2 test: 0.362 Bootstrap CV 14, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.263, R^2 test: 0.356 Bootstrap CV 14, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.267, R^2 test: 0.355 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.755, Explained Variance Score Train: 0.302 AUC Validation: 0.782, Explained Variance Score Validation: 0.363 AUC Test: 0.714, Explained Variance Score Test: 0.157 Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.376, R^2 test: 0.250 Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.376, R^2 test: 0.250 Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.376, R^2 test: 0.250 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.822, Explained Variance Score Train: 0.399 AUC Validation: 0.740, Explained Variance Score Validation: 0.297 AUC Test: 0.750, Explained Variance Score Test: 0.140 Bootstrap CV 12, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.478, R^2 test: 0.094 Bootstrap CV 12, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.478, R^2 test: 0.094 Bootstrap CV 12, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.479, R^2 test: 0.094 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.823, Explained Variance Score Train: 0.494 AUC Validation: 0.733, Explained Variance Score Validation: 0.154 AUC Test: 0.716, Explained Variance Score Test: 0.194 Bootstrap CV 10, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.275, R^2 test: 0.294 Bootstrap CV 10, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.275, R^2 test: 0.294 Bootstrap CV 10, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.275, R^2 test: 0.294 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.777, Explained Variance Score Train: 0.325 AUC Validation: 0.748, Explained Variance Score Validation: 0.294 AUC Test: 0.723, Explained Variance Score Test: 0.193 Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.359, R^2 test: 0.222 Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.359, R^2 test: 0.222 Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.359, R^2 test: 0.222 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.802, Explained Variance Score Train: 0.400 AUC Validation: 0.868, Explained Variance Score Validation: 0.260 AUC Test: 0.674, Explained Variance Score Test: 0.096 Running batch 2 of 7 with 16 nodes Bootstrap CV 16, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.258, R^2 test: 0.131 Bootstrap CV 16, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.258, R^2 test: 0.131 Bootstrap CV 16, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.258, R^2 test: 0.131 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.756, Explained Variance Score Train: 0.296 AUC Validation: 0.647, Explained Variance Score Validation: 0.168 AUC Test: 0.731, Explained Variance Score Test: 0.221 Bootstrap CV 19, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.403, R^2 test: 0.256 Bootstrap CV 19, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.403, R^2 test: 0.256 Bootstrap CV 19, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.403, R^2 test: 0.256 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.861, Explained Variance Score Train: 0.423 AUC Validation: 0.739, Explained Variance Score Validation: 0.284 AUC Test: 0.745, Explained Variance Score Test: 0.207 Bootstrap CV 30, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.277, R^2 test: 0.086 Bootstrap CV 30, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.277, R^2 test: 0.086 Bootstrap CV 30, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.277, R^2 test: 0.086 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.794, Explained Variance Score Train: 0.311 AUC Validation: 0.725, Explained Variance Score Validation: 0.091 AUC Test: 0.671, Explained Variance Score Test: 0.134 Bootstrap CV 23, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.502, R^2 test: -0.055 Bootstrap CV 23, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.502, R^2 test: -0.055 Bootstrap CV 23, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.502, R^2 test: -0.055 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.852, Explained Variance Score Train: 0.516 AUC Validation: 0.671, Explained Variance Score Validation: 0.073 AUC Test: 0.692, Explained Variance Score Test: 0.199 Bootstrap CV 18, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.316, R^2 test: -0.004 Bootstrap CV 18, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.331, R^2 test: -0.032 Bootstrap CV 18, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.331, R^2 test: -0.032 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.890, Explained Variance Score Train: 0.353 AUC Validation: 0.709, Explained Variance Score Validation: 0.056 AUC Test: 0.710, Explained Variance Score Test: 0.168 Bootstrap CV 31, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.303, R^2 test: 0.133 Bootstrap CV 31, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.303, R^2 test: 0.133 Bootstrap CV 31, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.303, R^2 test: 0.133 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.822, Explained Variance Score Train: 0.334 AUC Validation: 0.681, Explained Variance Score Validation: 0.158 AUC Test: 0.673, Explained Variance Score Test: 0.146 Bootstrap CV 28, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.217, R^2 test: 0.083 Bootstrap CV 28, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.217, R^2 test: 0.083 Bootstrap CV 28, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.217, R^2 test: 0.083 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.809, Explained Variance Score Train: 0.288 AUC Validation: 0.719, Explained Variance Score Validation: 0.085 AUC Test: 0.737, Explained Variance Score Test: 0.187 Bootstrap CV 25, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.399, R^2 test: 0.055 Bootstrap CV 25, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.399, R^2 test: 0.055 Bootstrap CV 25, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.399, R^2 test: 0.055 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.842, Explained Variance Score Train: 0.421 AUC Validation: 0.765, Explained Variance Score Validation: 0.168 AUC Test: 0.706, Explained Variance Score Test: 0.193 Bootstrap CV 27, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.384, R^2 test: 0.157 Bootstrap CV 27, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.384, R^2 test: 0.157 Bootstrap CV 27, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.384, R^2 test: 0.157 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.816, Explained Variance Score Train: 0.416 AUC Validation: 0.778, Explained Variance Score Validation: 0.166 AUC Test: 0.702, Explained Variance Score Test: 0.233 Bootstrap CV 26, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.362, R^2 test: -0.044 Bootstrap CV 26, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.362, R^2 test: -0.044 Bootstrap CV 26, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.362, R^2 test: -0.044 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.818, Explained Variance Score Train: 0.389 AUC Validation: 0.651, Explained Variance Score Validation: -0.003 AUC Test: 0.661, Explained Variance Score Test: 0.090 Bootstrap CV 20, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.327, R^2 test: -0.073 Bootstrap CV 20, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.327, R^2 test: -0.073 Bootstrap CV 20, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.327, R^2 test: -0.073 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.875, Explained Variance Score Train: 0.360 AUC Validation: 0.763, Explained Variance Score Validation: 0.046 AUC Test: 0.714, Explained Variance Score Test: 0.202 Bootstrap CV 17, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.353, R^2 test: 0.046 Bootstrap CV 17, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.355, R^2 test: 0.046 Bootstrap CV 17, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.355, R^2 test: 0.046 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.801, Explained Variance Score Train: 0.375 AUC Validation: 0.723, Explained Variance Score Validation: 0.046 AUC Test: 0.713, Explained Variance Score Test: 0.140 Bootstrap CV 21, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.194, R^2 test: 0.232 Bootstrap CV 21, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.194, R^2 test: 0.232 Bootstrap CV 21, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.194, R^2 test: 0.232 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.819, Explained Variance Score Train: 0.227 AUC Validation: 0.712, Explained Variance Score Validation: 0.251 AUC Test: 0.724, Explained Variance Score Test: 0.215 Bootstrap CV 24, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.376, R^2 test: 0.101 Bootstrap CV 24, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.376, R^2 test: 0.101 Bootstrap CV 24, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.376, R^2 test: 0.101 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.788, Explained Variance Score Train: 0.397 AUC Validation: 0.682, Explained Variance Score Validation: 0.154 AUC Test: 0.699, Explained Variance Score Test: 0.176 Bootstrap CV 22, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.370, R^2 test: 0.010 Bootstrap CV 22, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.370, R^2 test: 0.010 Bootstrap CV 22, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.370, R^2 test: 0.010 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.793, Explained Variance Score Train: 0.383 AUC Validation: 0.775, Explained Variance Score Validation: 0.071 AUC Test: 0.718, Explained Variance Score Test: 0.213 Bootstrap CV 29, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.457, R^2 test: 0.094 Bootstrap CV 29, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.474, R^2 test: 0.096 Bootstrap CV 29, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.475, R^2 test: 0.095 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.855, Explained Variance Score Train: 0.496 AUC Validation: 0.665, Explained Variance Score Validation: 0.104 AUC Test: 0.741, Explained Variance Score Test: 0.215 Running batch 3 of 7 with 16 nodes Bootstrap CV 46, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.317, R^2 test: 0.207 Bootstrap CV 46, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.317, R^2 test: 0.207 Bootstrap CV 46, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.317, R^2 test: 0.207 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.840, Explained Variance Score Train: 0.354 AUC Validation: 0.611, Explained Variance Score Validation: 0.228 AUC Test: 0.729, Explained Variance Score Test: 0.186 Bootstrap CV 39, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.459, R^2 test: 0.041 Bootstrap CV 39, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.463, R^2 test: 0.046 Bootstrap CV 39, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.463, R^2 test: 0.046 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.861, Explained Variance Score Train: 0.483 AUC Validation: 0.717, Explained Variance Score Validation: 0.167 AUC Test: 0.714, Explained Variance Score Test: 0.121 Bootstrap CV 34, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.296, R^2 test: 0.081 Bootstrap CV 34, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.296, R^2 test: 0.081 Bootstrap CV 34, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.296, R^2 test: 0.081 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.822, Explained Variance Score Train: 0.315 AUC Validation: 0.722, Explained Variance Score Validation: 0.115 AUC Test: 0.726, Explained Variance Score Test: 0.251 Bootstrap CV 45, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.255, R^2 test: 0.109 Bootstrap CV 45, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.255, R^2 test: 0.109 Bootstrap CV 45, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.255, R^2 test: 0.109 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.773, Explained Variance Score Train: 0.306 AUC Validation: 0.731, Explained Variance Score Validation: 0.167 AUC Test: 0.737, Explained Variance Score Test: 0.128 Bootstrap CV 42, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.457, R^2 test: 0.060 Bootstrap CV 42, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.457, R^2 test: 0.060 Bootstrap CV 42, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.457, R^2 test: 0.060 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.838, Explained Variance Score Train: 0.470 AUC Validation: 0.612, Explained Variance Score Validation: 0.071 AUC Test: 0.693, Explained Variance Score Test: 0.158 Bootstrap CV 36, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.232, R^2 test: 0.096 Bootstrap CV 36, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.232, R^2 test: 0.096 Bootstrap CV 36, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.232, R^2 test: 0.096 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.824, Explained Variance Score Train: 0.279 AUC Validation: 0.685, Explained Variance Score Validation: 0.128 AUC Test: 0.716, Explained Variance Score Test: 0.176 Bootstrap CV 41, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.235, R^2 test: -0.082 Bootstrap CV 41, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.235, R^2 test: -0.082 Bootstrap CV 41, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.235, R^2 test: -0.082 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.813, Explained Variance Score Train: 0.276 AUC Validation: 0.693, Explained Variance Score Validation: 0.092 AUC Test: 0.704, Explained Variance Score Test: 0.173 Bootstrap CV 35, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.541, R^2 test: -0.099 Bootstrap CV 35, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.541, R^2 test: -0.099 Bootstrap CV 35, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.541, R^2 test: -0.099 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.859, Explained Variance Score Train: 0.551 AUC Validation: 0.640, Explained Variance Score Validation: -0.019 AUC Test: 0.726, Explained Variance Score Test: 0.175 Bootstrap CV 38, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.292, R^2 test: 0.093 Bootstrap CV 38, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.292, R^2 test: 0.093 Bootstrap CV 38, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.292, R^2 test: 0.093 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.861, Explained Variance Score Train: 0.337 AUC Validation: 0.770, Explained Variance Score Validation: 0.201 AUC Test: 0.722, Explained Variance Score Test: 0.169 Bootstrap CV 43, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.381, R^2 test: -0.087 Bootstrap CV 43, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.381, R^2 test: -0.087 Bootstrap CV 43, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.381, R^2 test: -0.087 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.846, Explained Variance Score Train: 0.420 AUC Validation: 0.751, Explained Variance Score Validation: -0.072 AUC Test: 0.763, Explained Variance Score Test: 0.151 Bootstrap CV 37, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.205, R^2 test: 0.201 Bootstrap CV 37, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.205, R^2 test: 0.201 Bootstrap CV 37, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.205, R^2 test: 0.201 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.785, Explained Variance Score Train: 0.252 AUC Validation: 0.822, Explained Variance Score Validation: 0.292 AUC Test: 0.728, Explained Variance Score Test: 0.234 Bootstrap CV 32, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.182, R^2 test: -0.045 Bootstrap CV 32, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.189, R^2 test: -0.060 Bootstrap CV 32, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.192, R^2 test: -0.025 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.791, Explained Variance Score Train: 0.252 AUC Validation: 0.651, Explained Variance Score Validation: 0.062 AUC Test: 0.750, Explained Variance Score Test: 0.270 Bootstrap CV 44, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.229, R^2 test: 0.213 Bootstrap CV 44, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.229, R^2 test: 0.213 Bootstrap CV 44, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.229, R^2 test: 0.213 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.790, Explained Variance Score Train: 0.285 AUC Validation: 0.658, Explained Variance Score Validation: 0.262 AUC Test: 0.733, Explained Variance Score Test: 0.186 Bootstrap CV 47, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.335, R^2 test: -0.189 Bootstrap CV 47, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.335, R^2 test: -0.191 Bootstrap CV 47, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.335, R^2 test: -0.191 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.755, Explained Variance Score Train: 0.375 AUC Validation: 0.568, Explained Variance Score Validation: -0.139 AUC Test: 0.709, Explained Variance Score Test: 0.078 Bootstrap CV 33, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.266, R^2 test: 0.196 Bootstrap CV 33, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.266, R^2 test: 0.196 Bootstrap CV 33, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.266, R^2 test: 0.196 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.769, Explained Variance Score Train: 0.305 AUC Validation: 0.781, Explained Variance Score Validation: 0.253 AUC Test: 0.696, Explained Variance Score Test: 0.182 Bootstrap CV 40, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.234, R^2 test: 0.049 Bootstrap CV 40, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.234, R^2 test: 0.049 Bootstrap CV 40, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.234, R^2 test: 0.049 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.821, Explained Variance Score Train: 0.294 AUC Validation: 0.735, Explained Variance Score Validation: 0.101 AUC Test: 0.734, Explained Variance Score Test: 0.224 Running batch 4 of 7 with 16 nodes Bootstrap CV 61, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.342, R^2 test: 0.174 Bootstrap CV 61, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.342, R^2 test: 0.174 Bootstrap CV 61, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.342, R^2 test: 0.174 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.855, Explained Variance Score Train: 0.362 AUC Validation: 0.790, Explained Variance Score Validation: 0.185 AUC Test: 0.705, Explained Variance Score Test: 0.171 Bootstrap CV 55, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.383, R^2 test: 0.159 Bootstrap CV 55, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.383, R^2 test: 0.159 Bootstrap CV 55, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.383, R^2 test: 0.159 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.831, Explained Variance Score Train: 0.424 AUC Validation: 0.803, Explained Variance Score Validation: 0.162 AUC Test: 0.669, Explained Variance Score Test: 0.044 Bootstrap CV 58, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.322, R^2 test: 0.258 Bootstrap CV 58, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.322, R^2 test: 0.258 Bootstrap CV 58, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.322, R^2 test: 0.258 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.811, Explained Variance Score Train: 0.359 AUC Validation: 0.773, Explained Variance Score Validation: 0.305 AUC Test: 0.741, Explained Variance Score Test: 0.219 Bootstrap CV 60, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.293, R^2 test: 0.026 Bootstrap CV 60, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.293, R^2 test: 0.026 Bootstrap CV 60, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.293, R^2 test: 0.026 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.854, Explained Variance Score Train: 0.315 AUC Validation: 0.593, Explained Variance Score Validation: 0.057 AUC Test: 0.737, Explained Variance Score Test: 0.212 Bootstrap CV 52, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.319, R^2 test: 0.301 Bootstrap CV 52, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.319, R^2 test: 0.301 Bootstrap CV 52, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.319, R^2 test: 0.301 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.827, Explained Variance Score Train: 0.345 AUC Validation: 0.805, Explained Variance Score Validation: 0.344 AUC Test: 0.725, Explained Variance Score Test: 0.235 Bootstrap CV 53, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.365, R^2 test: 0.106 Bootstrap CV 53, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.393, R^2 test: 0.091 Bootstrap CV 53, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.393, R^2 test: 0.091 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.843, Explained Variance Score Train: 0.410 AUC Validation: 0.712, Explained Variance Score Validation: 0.137 AUC Test: 0.747, Explained Variance Score Test: 0.242 Bootstrap CV 50, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.401, R^2 test: -0.091 Bootstrap CV 50, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.401, R^2 test: -0.091 Bootstrap CV 50, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.401, R^2 test: -0.091 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.778, Explained Variance Score Train: 0.423 AUC Validation: 0.480, Explained Variance Score Validation: -0.043 AUC Test: 0.748, Explained Variance Score Test: 0.226 Bootstrap CV 56, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.289, R^2 test: 0.014 Bootstrap CV 56, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.289, R^2 test: 0.014 Bootstrap CV 56, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.289, R^2 test: 0.014 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.784, Explained Variance Score Train: 0.303 AUC Validation: 0.690, Explained Variance Score Validation: 0.106 AUC Test: 0.722, Explained Variance Score Test: 0.215 Bootstrap CV 49, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.324, R^2 test: 0.077 Bootstrap CV 49, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.326, R^2 test: 0.071 Bootstrap CV 49, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.326, R^2 test: 0.071 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.844, Explained Variance Score Train: 0.360 AUC Validation: 0.779, Explained Variance Score Validation: 0.081 AUC Test: 0.732, Explained Variance Score Test: 0.180 Bootstrap CV 51, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.411, R^2 test: 0.165 Bootstrap CV 51, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.411, R^2 test: 0.165 Bootstrap CV 51, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.411, R^2 test: 0.165 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.876, Explained Variance Score Train: 0.444 AUC Validation: 0.756, Explained Variance Score Validation: 0.169 AUC Test: 0.734, Explained Variance Score Test: 0.196 Bootstrap CV 59, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.369, R^2 test: 0.186 Bootstrap CV 59, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.369, R^2 test: 0.184 Bootstrap CV 59, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.369, R^2 test: 0.184 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.847, Explained Variance Score Train: 0.394 AUC Validation: 0.695, Explained Variance Score Validation: 0.201 AUC Test: 0.735, Explained Variance Score Test: 0.218 Bootstrap CV 63, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.360, R^2 test: 0.107 Bootstrap CV 63, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.360, R^2 test: 0.107 Bootstrap CV 63, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.360, R^2 test: 0.107 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.858, Explained Variance Score Train: 0.394 AUC Validation: 0.729, Explained Variance Score Validation: 0.169 AUC Test: 0.710, Explained Variance Score Test: 0.144 Bootstrap CV 54, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.331, R^2 test: 0.126 Bootstrap CV 54, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.331, R^2 test: 0.126 Bootstrap CV 54, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.331, R^2 test: 0.126 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.869, Explained Variance Score Train: 0.370 AUC Validation: 0.777, Explained Variance Score Validation: 0.202 AUC Test: 0.709, Explained Variance Score Test: 0.203 Bootstrap CV 62, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.320, R^2 test: 0.108 Bootstrap CV 62, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.320, R^2 test: 0.108 Bootstrap CV 62, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.320, R^2 test: 0.108 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.834, Explained Variance Score Train: 0.362 AUC Validation: 0.628, Explained Variance Score Validation: 0.118 AUC Test: 0.710, Explained Variance Score Test: 0.092 Bootstrap CV 48, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.324, R^2 test: 0.084 Bootstrap CV 48, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.324, R^2 test: 0.084 Bootstrap CV 48, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.324, R^2 test: 0.084 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.887, Explained Variance Score Train: 0.355 AUC Validation: 0.785, Explained Variance Score Validation: 0.149 AUC Test: 0.755, Explained Variance Score Test: 0.241 Bootstrap CV 57, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.287, R^2 test: 0.065 Bootstrap CV 57, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.287, R^2 test: 0.065 Bootstrap CV 57, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.287, R^2 test: 0.065 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.803, Explained Variance Score Train: 0.313 AUC Validation: 0.648, Explained Variance Score Validation: 0.094 AUC Test: 0.717, Explained Variance Score Test: 0.198 Running batch 5 of 7 with 16 nodes Bootstrap CV 67, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.401, R^2 test: -0.047 Bootstrap CV 67, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.401, R^2 test: -0.047 Bootstrap CV 67, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.401, R^2 test: -0.047 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.872, Explained Variance Score Train: 0.412 AUC Validation: 0.569, Explained Variance Score Validation: 0.013 AUC Test: 0.768, Explained Variance Score Test: 0.227 Bootstrap CV 69, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.326, R^2 test: -0.257 Bootstrap CV 69, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.326, R^2 test: -0.257 Bootstrap CV 69, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.326, R^2 test: -0.257 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.810, Explained Variance Score Train: 0.367 AUC Validation: 0.555, Explained Variance Score Validation: -0.075 AUC Test: 0.715, Explained Variance Score Test: 0.081 Bootstrap CV 75, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.388, R^2 test: -0.035 Bootstrap CV 75, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.388, R^2 test: -0.035 Bootstrap CV 75, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.388, R^2 test: -0.035 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.874, Explained Variance Score Train: 0.427 AUC Validation: 0.732, Explained Variance Score Validation: -0.035 AUC Test: 0.717, Explained Variance Score Test: 0.107 Bootstrap CV 68, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.368, R^2 test: -0.014 Bootstrap CV 68, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.368, R^2 test: -0.014 Bootstrap CV 68, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.368, R^2 test: -0.014 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.854, Explained Variance Score Train: 0.396 AUC Validation: 0.732, Explained Variance Score Validation: 0.075 AUC Test: 0.735, Explained Variance Score Test: 0.163 Bootstrap CV 78, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.372, R^2 test: 0.206 Bootstrap CV 78, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.372, R^2 test: 0.206 Bootstrap CV 78, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.372, R^2 test: 0.206 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.825, Explained Variance Score Train: 0.405 AUC Validation: 0.774, Explained Variance Score Validation: 0.258 AUC Test: 0.730, Explained Variance Score Test: 0.253 Bootstrap CV 64, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.285, R^2 test: -0.005 Bootstrap CV 64, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.285, R^2 test: -0.005 Bootstrap CV 64, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.285, R^2 test: -0.005 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.815, Explained Variance Score Train: 0.326 AUC Validation: 0.656, Explained Variance Score Validation: 0.045 AUC Test: 0.723, Explained Variance Score Test: 0.243 Bootstrap CV 76, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.366, R^2 test: 0.110 Bootstrap CV 76, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.366, R^2 test: 0.110 Bootstrap CV 76, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.366, R^2 test: 0.110 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.823, Explained Variance Score Train: 0.392 AUC Validation: 0.734, Explained Variance Score Validation: 0.144 AUC Test: 0.730, Explained Variance Score Test: 0.222 Bootstrap CV 79, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.199, R^2 test: 0.195 Bootstrap CV 79, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.199, R^2 test: 0.195 Bootstrap CV 79, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.199, R^2 test: 0.195 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.718, Explained Variance Score Train: 0.244 AUC Validation: 0.708, Explained Variance Score Validation: 0.235 AUC Test: 0.708, Explained Variance Score Test: 0.162 Bootstrap CV 77, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.326, R^2 test: 0.168 Bootstrap CV 77, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.327, R^2 test: 0.169 Bootstrap CV 77, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.327, R^2 test: 0.168 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.766, Explained Variance Score Train: 0.362 AUC Validation: 0.655, Explained Variance Score Validation: 0.256 AUC Test: 0.665, Explained Variance Score Test: 0.034 Bootstrap CV 70, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.260, R^2 test: -0.116 Bootstrap CV 70, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.261, R^2 test: -0.116 Bootstrap CV 70, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.261, R^2 test: -0.116 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.794, Explained Variance Score Train: 0.296 AUC Validation: 0.652, Explained Variance Score Validation: -0.110 AUC Test: 0.704, Explained Variance Score Test: 0.103 Bootstrap CV 73, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.329, R^2 test: 0.132 Bootstrap CV 73, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.329, R^2 test: 0.132 Bootstrap CV 73, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.329, R^2 test: 0.132 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.874, Explained Variance Score Train: 0.356 AUC Validation: 0.707, Explained Variance Score Validation: 0.141 AUC Test: 0.738, Explained Variance Score Test: 0.230 Bootstrap CV 72, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.254, R^2 test: 0.137 Bootstrap CV 72, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.261, R^2 test: 0.139 Bootstrap CV 72, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.261, R^2 test: 0.139 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.795, Explained Variance Score Train: 0.311 AUC Validation: 0.795, Explained Variance Score Validation: 0.168 AUC Test: 0.731, Explained Variance Score Test: 0.205 Bootstrap CV 71, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.274, R^2 test: 0.086 Bootstrap CV 71, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.274, R^2 test: 0.086 Bootstrap CV 71, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.274, R^2 test: 0.086 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.832, Explained Variance Score Train: 0.309 AUC Validation: 0.724, Explained Variance Score Validation: 0.146 AUC Test: 0.725, Explained Variance Score Test: 0.237 Bootstrap CV 74, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.274, R^2 test: 0.073 Bootstrap CV 74, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.274, R^2 test: 0.073 Bootstrap CV 74, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.274, R^2 test: 0.073 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.809, Explained Variance Score Train: 0.312 AUC Validation: 0.719, Explained Variance Score Validation: 0.109 AUC Test: 0.718, Explained Variance Score Test: 0.206 Bootstrap CV 66, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.354, R^2 test: 0.068 Bootstrap CV 66, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.356, R^2 test: 0.068 Bootstrap CV 66, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.356, R^2 test: 0.068 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.833, Explained Variance Score Train: 0.391 AUC Validation: 0.758, Explained Variance Score Validation: 0.162 AUC Test: 0.720, Explained Variance Score Test: 0.220 Bootstrap CV 65, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.304, R^2 test: 0.189 Bootstrap CV 65, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.304, R^2 test: 0.196 Bootstrap CV 65, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.305, R^2 test: 0.199 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.841, Explained Variance Score Train: 0.353 AUC Validation: 0.733, Explained Variance Score Validation: 0.213 AUC Test: 0.742, Explained Variance Score Test: 0.261 Running batch 6 of 7 with 16 nodes Bootstrap CV 83, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.286, R^2 test: 0.021 Bootstrap CV 83, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.286, R^2 test: 0.021 Bootstrap CV 83, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.286, R^2 test: 0.021 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.825, Explained Variance Score Train: 0.311 AUC Validation: 0.621, Explained Variance Score Validation: 0.126 AUC Test: 0.689, Explained Variance Score Test: 0.181 Bootstrap CV 84, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.475, R^2 test: 0.136 Bootstrap CV 84, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.475, R^2 test: 0.136 Bootstrap CV 84, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.475, R^2 test: 0.136 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.777, Explained Variance Score Train: 0.487 AUC Validation: 0.699, Explained Variance Score Validation: 0.151 AUC Test: 0.714, Explained Variance Score Test: 0.196 Bootstrap CV 82, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.181, R^2 test: 0.044 Bootstrap CV 82, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.181, R^2 test: 0.044 Bootstrap CV 82, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.181, R^2 test: 0.044 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.774, Explained Variance Score Train: 0.234 AUC Validation: 0.674, Explained Variance Score Validation: 0.134 AUC Test: 0.715, Explained Variance Score Test: 0.154 Bootstrap CV 80, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.283, R^2 test: -0.032 Bootstrap CV 80, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.283, R^2 test: -0.032 Bootstrap CV 80, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.283, R^2 test: -0.032 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.836, Explained Variance Score Train: 0.347 AUC Validation: 0.612, Explained Variance Score Validation: 0.036 AUC Test: 0.724, Explained Variance Score Test: 0.180 Bootstrap CV 87, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.381, R^2 test: -0.031 Bootstrap CV 87, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.381, R^2 test: -0.031 Bootstrap CV 87, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.381, R^2 test: -0.031 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.863, Explained Variance Score Train: 0.409 AUC Validation: 0.804, Explained Variance Score Validation: -0.016 AUC Test: 0.724, Explained Variance Score Test: 0.166 Bootstrap CV 85, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.306, R^2 test: 0.095 Bootstrap CV 85, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.306, R^2 test: 0.095 Bootstrap CV 85, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.306, R^2 test: 0.095 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.837, Explained Variance Score Train: 0.337 AUC Validation: 0.768, Explained Variance Score Validation: 0.123 AUC Test: 0.743, Explained Variance Score Test: 0.236 Bootstrap CV 94, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.423, R^2 test: 0.106 Bootstrap CV 94, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.423, R^2 test: 0.106 Bootstrap CV 94, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.423, R^2 test: 0.106 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.863, Explained Variance Score Train: 0.442 AUC Validation: 0.689, Explained Variance Score Validation: 0.126 AUC Test: 0.744, Explained Variance Score Test: 0.256 Bootstrap CV 86, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.208, R^2 test: 0.115 Bootstrap CV 86, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.221, R^2 test: 0.144 Bootstrap CV 86, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.222, R^2 test: 0.144 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.804, Explained Variance Score Train: 0.263 AUC Validation: 0.728, Explained Variance Score Validation: 0.235 AUC Test: 0.655, Explained Variance Score Test: 0.059 Bootstrap CV 88, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.330, R^2 test: 0.083 Bootstrap CV 88, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.343, R^2 test: 0.072 Bootstrap CV 88, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.352, R^2 test: 0.036 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.807, Explained Variance Score Train: 0.361 AUC Validation: 0.722, Explained Variance Score Validation: 0.121 AUC Test: 0.709, Explained Variance Score Test: 0.214 Bootstrap CV 81, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.401, R^2 test: 0.016 Bootstrap CV 81, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.401, R^2 test: 0.016 Bootstrap CV 81, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.401, R^2 test: 0.016 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.838, Explained Variance Score Train: 0.434 AUC Validation: 0.741, Explained Variance Score Validation: 0.047 AUC Test: 0.695, Explained Variance Score Test: 0.130 Bootstrap CV 90, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.321, R^2 test: 0.110 Bootstrap CV 90, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.321, R^2 test: 0.110 Bootstrap CV 90, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.321, R^2 test: 0.110 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.851, Explained Variance Score Train: 0.368 AUC Validation: 0.696, Explained Variance Score Validation: 0.166 AUC Test: 0.670, Explained Variance Score Test: 0.134 Bootstrap CV 95, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.402, R^2 test: -0.043 Bootstrap CV 95, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.402, R^2 test: -0.043 Bootstrap CV 95, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.402, R^2 test: -0.043 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.788, Explained Variance Score Train: 0.429 AUC Validation: 0.593, Explained Variance Score Validation: 0.006 AUC Test: 0.704, Explained Variance Score Test: 0.206 Bootstrap CV 89, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.253, R^2 test: 0.107 Bootstrap CV 89, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.253, R^2 test: 0.107 Bootstrap CV 89, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.253, R^2 test: 0.107 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.796, Explained Variance Score Train: 0.281 AUC Validation: 0.712, Explained Variance Score Validation: 0.123 AUC Test: 0.708, Explained Variance Score Test: 0.147 Bootstrap CV 93, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.381, R^2 test: 0.221 Bootstrap CV 93, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.386, R^2 test: 0.225 Bootstrap CV 93, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.395, R^2 test: 0.218 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.830, Explained Variance Score Train: 0.417 AUC Validation: 0.744, Explained Variance Score Validation: 0.230 AUC Test: 0.721, Explained Variance Score Test: 0.173 Bootstrap CV 92, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.484, R^2 test: 0.064 Bootstrap CV 92, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.484, R^2 test: 0.064 Bootstrap CV 92, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.484, R^2 test: 0.064 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.888, Explained Variance Score Train: 0.514 AUC Validation: 0.710, Explained Variance Score Validation: 0.155 AUC Test: 0.696, Explained Variance Score Test: 0.134 Bootstrap CV 91, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.324, R^2 test: 0.047 Bootstrap CV 91, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.334, R^2 test: 0.048 Bootstrap CV 91, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.338, R^2 test: 0.049 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.846, Explained Variance Score Train: 0.373 AUC Validation: 0.728, Explained Variance Score Validation: 0.087 AUC Test: 0.734, Explained Variance Score Test: 0.206 Running batch 7 of 7 with 4 nodes Bootstrap CV 99, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.310, R^2 test: 0.180 Bootstrap CV 99, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.310, R^2 test: 0.180 Bootstrap CV 99, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.310, R^2 test: 0.180 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.814, Explained Variance Score Train: 0.336 AUC Validation: 0.797, Explained Variance Score Validation: 0.189 AUC Test: 0.707, Explained Variance Score Test: 0.178 Bootstrap CV 97, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.481, R^2 test: 0.236 Bootstrap CV 97, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.481, R^2 test: 0.236 Bootstrap CV 97, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.481, R^2 test: 0.236 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.788, Explained Variance Score Train: 0.515 AUC Validation: 0.827, Explained Variance Score Validation: 0.285 AUC Test: 0.739, Explained Variance Score Test: 0.215 Bootstrap CV 96, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.411, R^2 test: -0.014 Bootstrap CV 96, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.411, R^2 test: -0.014 Bootstrap CV 96, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.411, R^2 test: -0.014 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.852, Explained Variance Score Train: 0.434 AUC Validation: 0.691, Explained Variance Score Validation: 0.076 AUC Test: 0.722, Explained Variance Score Test: 0.172 Bootstrap CV 98, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.324, R^2 test: 0.410 Bootstrap CV 98, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.324, R^2 test: 0.410 Bootstrap CV 98, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.324, R^2 test: 0.410 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.808, Explained Variance Score Train: 0.367 AUC Validation: 0.735, Explained Variance Score Validation: 0.416 AUC Test: 0.728, Explained Variance Score Test: 0.151 total Variables 1 and total subjects: 1751 ->AUC validation: 0.712 95% CI: [0.698 , 0.725] ->AUC test: 0.717 95% CI: [0.713 , 0.722] ->R^2 validation: 0.131 95% CI: [0.110 , 0.152] ->R^2 test: 0.176 95% CI: [0.166 , 0.186] ->Explained Variance validation: 0.084 95% CI: [0.061 , 0.106] ->Explained Variance test: 0.134 95% CI: [0.124 , 0.145] Test set metrics: @threshold:1.687, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:0.687, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:0.440, sens:0.036, spec:0.993, ppv:0.600, acc:0.766, f1:0.068, mcc:0.059, total+:5, total-:345 @threshold:0.395, sens:0.145, spec:0.981, ppv:0.706, acc:0.783, f1:0.240, mcc:0.057, total+:17, total-:333 @threshold:0.392, sens:0.253, spec:0.951, ppv:0.618, acc:0.786, f1:0.359, mcc:0.026, total+:34, total-:316 @threshold:0.351, sens:0.289, spec:0.933, ppv:0.571, acc:0.780, f1:0.384, mcc:0.019, total+:42, total-:308 @threshold:0.295, sens:0.313, spec:0.921, ppv:0.553, acc:0.777, f1:0.400, mcc:0.016, total+:47, total-:303 @threshold:0.238, sens:0.313, spec:0.906, ppv:0.510, acc:0.766, f1:0.388, mcc:0.012, total+:51, total-:299 @threshold:0.226, sens:0.325, spec:0.899, ppv:0.500, acc:0.763, f1:0.394, mcc:0.011, total+:54, total-:296 @threshold:0.217, sens:0.349, spec:0.899, ppv:0.518, acc:0.769, f1:0.417, mcc:0.012, total+:56, total-:294 @threshold:0.113, sens:0.349, spec:0.876, ppv:0.468, acc:0.751, f1:0.400, mcc:0.009, total+:62, total-:288 @threshold:0.108, sens:0.361, spec:0.876, ppv:0.476, acc:0.754, f1:0.411, mcc:0.009, total+:63, total-:287 @threshold:0.097, sens:0.398, spec:0.865, ppv:0.478, acc:0.754, f1:0.434, mcc:0.009, total+:69, total-:281 @threshold:0.024, sens:0.446, spec:0.854, ppv:0.487, acc:0.757, f1:0.465, mcc:0.009, total+:76, total-:274 @threshold:-0.060, sens:0.470, spec:0.846, ppv:0.487, acc:0.757, f1:0.479, mcc:0.009, total+:80, total-:270 @threshold:-0.141, sens:0.542, spec:0.779, ppv:0.433, acc:0.723, f1:0.481, mcc:0.006, total+:104, total-:246 @threshold:-0.145, sens:0.542, spec:0.764, ppv:0.417, acc:0.711, f1:0.471, mcc:0.006, total+:108, total-:242 @threshold:-0.151, sens:0.566, spec:0.760, ppv:0.423, acc:0.714, f1:0.485, mcc:0.006, total+:111, total-:239 @threshold:-0.153, sens:0.578, spec:0.749, ppv:0.417, acc:0.709, f1:0.485, mcc:0.006, total+:115, total-:235 @threshold:-0.168, sens:0.578, spec:0.745, ppv:0.414, acc:0.706, f1:0.482, mcc:0.005, total+:116, total-:234 @threshold:-0.206, sens:0.578, spec:0.719, ppv:0.390, acc:0.686, f1:0.466, mcc:0.005, total+:123, total-:227 @threshold:-0.208, sens:0.639, spec:0.648, ppv:0.361, acc:0.646, f1:0.461, mcc:0.004, total+:147, total-:203 @threshold:-0.211, sens:0.663, spec:0.607, ppv:0.344, acc:0.620, f1:0.453, mcc:0.003, total+:160, total-:190 @threshold:-0.233, sens:0.699, spec:0.554, ppv:0.328, acc:0.589, f1:0.446, mcc:0.003, total+:177, total-:173 @threshold:-0.234, sens:0.711, spec:0.532, ppv:0.321, acc:0.574, f1:0.442, mcc:0.002, total+:184, total-:166 @threshold:-0.286, sens:0.843, spec:0.360, ppv:0.290, acc:0.474, f1:0.432, mcc:0.002, total+:241, total-:109 @threshold:-0.309, sens:0.867, spec:0.352, ppv:0.294, acc:0.474, f1:0.439, mcc:0.002, total+:245, total-:105 @threshold:-0.324, sens:0.892, spec:0.311, ppv:0.287, acc:0.449, f1:0.434, mcc:0.002, total+:258, total-:92 @threshold:-0.355, sens:0.940, spec:0.303, ppv:0.295, acc:0.454, f1:0.450, mcc:0.002, total+:264, total-:86 @threshold:-0.400, sens:0.940, spec:0.296, ppv:0.293, acc:0.449, f1:0.447, mcc:0.002, total+:266, total-:84 @threshold:-0.469, sens:0.940, spec:0.262, ppv:0.284, acc:0.423, f1:0.436, mcc:0.002, total+:275, total-:75 @threshold:-0.510, sens:0.952, spec:0.221, ppv:0.275, acc:0.394, f1:0.427, mcc:0.002, total+:287, total-:63 @threshold:-0.513, sens:0.952, spec:0.217, ppv:0.274, acc:0.391, f1:0.426, mcc:0.002, total+:288, total-:62 @threshold:-0.525, sens:0.952, spec:0.199, ppv:0.270, acc:0.377, f1:0.420, mcc:0.002, total+:293, total-:57 @threshold:-0.526, sens:0.952, spec:0.184, ppv:0.266, acc:0.366, f1:0.416, mcc:0.002, total+:297, total-:53 @threshold:-0.533, sens:0.964, spec:0.165, ppv:0.264, acc:0.354, f1:0.415, mcc:0.002, total+:303, total-:47 @threshold:-0.559, sens:0.964, spec:0.161, ppv:0.263, acc:0.351, f1:0.413, mcc:0.002, total+:304, total-:46 @threshold:-0.633, sens:0.976, spec:0.101, ppv:0.252, acc:0.309, f1:0.401, mcc:0.002, total+:321, total-:29 @threshold:-0.655, sens:0.976, spec:0.064, ppv:0.245, acc:0.280, f1:0.391, mcc:0.001, total+:331, total-:19 @threshold:-0.655, sens:0.988, spec:0.056, ppv:0.246, acc:0.277, f1:0.393, mcc:0.002, total+:334, total-:16 @threshold:-0.658, sens:1.000, spec:0.045, ppv:0.246, acc:0.271, f1:0.394, mcc:0.002, total+:338, total-:12 @threshold:-0.692, sens:1.000, spec:0.037, ppv:0.244, acc:0.266, f1:0.392, mcc:0.002, total+:340, total-:10 @threshold:-0.781, sens:1.000, spec:0.026, ppv:0.242, acc:0.257, f1:0.390, mcc:0.002, total+:343, total-:7 @threshold:-0.876, sens:1.000, spec:0.015, ppv:0.240, acc:0.249, f1:0.387, mcc:0.002, total+:346, total-:4 @threshold:-0.910, sens:1.000, spec:0.011, ppv:0.239, acc:0.246, f1:0.386, mcc:0.002, total+:347, total-:3 @threshold:-0.987, sens:1.000, spec:0.004, ppv:0.238, acc:0.240, f1:0.384, mcc:0.002, total+:349, total-:1 * Vital: Wt for Length ZScore-latest | coef 1.000 95% CI: [1.000 , 1.000] | OR_adj 2.718 [2.718 2.718] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.761 Correlated most with: Vital : 1.0 Time to run analysis 0:01:56.979631 Total Time elapsed 5:56:16.948180 ----------------------------------------------------- boys no_min bmi_19_24 lasso regression Running batch 1 of 7 with 16 nodes Bootstrap CV 6, alpha = 0.001, R^2 train: 0.294, R^2 test: 0.259 Bootstrap CV 6, alpha = 0.005, R^2 train: 0.294, R^2 test: 0.260 Bootstrap CV 6, alpha = 0.01, R^2 train: 0.294, R^2 test: 0.260 Bootstrap CV 6, alpha = 0.1, R^2 train: 0.277, R^2 test: 0.249 best alpha via bootstrap CV: 0.01 AUC Train: 0.820, Explained Variance Score Train: 0.294 AUC Validation: 0.754, Explained Variance Score Validation: 0.275 AUC Test: 0.762, Explained Variance Score Test: 0.280 Bootstrap CV 10, alpha = 0.001, R^2 train: 0.175, R^2 test: 0.346 Bootstrap CV 10, alpha = 0.005, R^2 train: 0.175, R^2 test: 0.343 Bootstrap CV 10, alpha = 0.01, R^2 train: 0.175, R^2 test: 0.340 Bootstrap CV 10, alpha = 0.1, R^2 train: 0.158, R^2 test: 0.272 best alpha via bootstrap CV: 0.001 AUC Train: 0.740, Explained Variance Score Train: 0.175 AUC Validation: 0.832, Explained Variance Score Validation: 0.362 AUC Test: 0.762, Explained Variance Score Test: 0.279 Bootstrap CV 5, alpha = 0.001, R^2 train: 0.155, R^2 test: 0.304 Bootstrap CV 5, alpha = 0.005, R^2 train: 0.155, R^2 test: 0.302 Bootstrap CV 5, alpha = 0.01, R^2 train: 0.155, R^2 test: 0.300 Bootstrap CV 5, alpha = 0.1, R^2 train: 0.142, R^2 test: 0.245 best alpha via bootstrap CV: 0.001 AUC Train: 0.667, Explained Variance Score Train: 0.155 AUC Validation: 0.824, Explained Variance Score Validation: 0.326 AUC Test: 0.762, Explained Variance Score Test: 0.277 Bootstrap CV 4, alpha = 0.001, R^2 train: 0.223, R^2 test: 0.412 Bootstrap CV 4, alpha = 0.005, R^2 train: 0.223, R^2 test: 0.412 Bootstrap CV 4, alpha = 0.01, R^2 train: 0.223, R^2 test: 0.413 Bootstrap CV 4, alpha = 0.1, R^2 train: 0.214, R^2 test: 0.412 best alpha via bootstrap CV: 0.1 AUC Train: 0.770, Explained Variance Score Train: 0.214 AUC Validation: 0.723, Explained Variance Score Validation: 0.441 AUC Test: 0.762, Explained Variance Score Test: 0.279 Bootstrap CV 7, alpha = 0.001, R^2 train: 0.261, R^2 test: 0.260 Bootstrap CV 7, alpha = 0.005, R^2 train: 0.261, R^2 test: 0.260 Bootstrap CV 7, alpha = 0.01, R^2 train: 0.260, R^2 test: 0.260 Bootstrap CV 7, alpha = 0.1, R^2 train: 0.236, R^2 test: 0.238 best alpha via bootstrap CV: 0.001 AUC Train: 0.805, Explained Variance Score Train: 0.261 AUC Validation: 0.755, Explained Variance Score Validation: 0.269 AUC Test: 0.762, Explained Variance Score Test: 0.280 Bootstrap CV 8, alpha = 0.001, R^2 train: 0.197, R^2 test: 0.307 Bootstrap CV 8, alpha = 0.005, R^2 train: 0.197, R^2 test: 0.308 Bootstrap CV 8, alpha = 0.01, R^2 train: 0.197, R^2 test: 0.308 Bootstrap CV 8, alpha = 0.1, R^2 train: 0.178, R^2 test: 0.290 best alpha via bootstrap CV: 0.01 AUC Train: 0.744, Explained Variance Score Train: 0.197 AUC Validation: 0.797, Explained Variance Score Validation: 0.322 AUC Test: 0.762, Explained Variance Score Test: 0.279 Bootstrap CV 9, alpha = 0.001, R^2 train: 0.219, R^2 test: 0.333 Bootstrap CV 9, alpha = 0.005, R^2 train: 0.219, R^2 test: 0.333 Bootstrap CV 9, alpha = 0.01, R^2 train: 0.219, R^2 test: 0.332 Bootstrap CV 9, alpha = 0.1, R^2 train: 0.207, R^2 test: 0.307 best alpha via bootstrap CV: 0.005 AUC Train: 0.771, Explained Variance Score Train: 0.219 AUC Validation: 0.715, Explained Variance Score Validation: 0.340 AUC Test: 0.762, Explained Variance Score Test: 0.280 Bootstrap CV 0, alpha = 0.001, R^2 train: 0.244, R^2 test: 0.202 Bootstrap CV 0, alpha = 0.005, R^2 train: 0.244, R^2 test: 0.202 Bootstrap CV 0, alpha = 0.01, R^2 train: 0.244, R^2 test: 0.201 Bootstrap CV 0, alpha = 0.1, R^2 train: 0.227, R^2 test: 0.178 best alpha via bootstrap CV: 0.01 AUC Train: 0.749, Explained Variance Score Train: 0.244 AUC Validation: 0.798, Explained Variance Score Validation: 0.206 AUC Test: 0.762, Explained Variance Score Test: 0.278 Bootstrap CV 1, alpha = 0.001, R^2 train: 0.305, R^2 test: 0.260 Bootstrap CV 1, alpha = 0.005, R^2 train: 0.305, R^2 test: 0.259 Bootstrap CV 1, alpha = 0.01, R^2 train: 0.305, R^2 test: 0.259 Bootstrap CV 1, alpha = 0.1, R^2 train: 0.289, R^2 test: 0.242 best alpha via bootstrap CV: 0.01 AUC Train: 0.697, Explained Variance Score Train: 0.305 AUC Validation: 0.678, Explained Variance Score Validation: 0.260 AUC Test: 0.762, Explained Variance Score Test: 0.279 Bootstrap CV 11, alpha = 0.001, R^2 train: 0.241, R^2 test: 0.229 Bootstrap CV 11, alpha = 0.005, R^2 train: 0.241, R^2 test: 0.229 Bootstrap CV 11, alpha = 0.01, R^2 train: 0.241, R^2 test: 0.229 Bootstrap CV 11, alpha = 0.1, R^2 train: 0.229, R^2 test: 0.217 best alpha via bootstrap CV: 0.01 AUC Train: 0.719, Explained Variance Score Train: 0.241 AUC Validation: 0.800, Explained Variance Score Validation: 0.278 AUC Test: 0.762, Explained Variance Score Test: 0.280 Bootstrap CV 3, alpha = 0.001, R^2 train: 0.148, R^2 test: -0.022 Bootstrap CV 3, alpha = 0.005, R^2 train: 0.148, R^2 test: -0.020 Bootstrap CV 3, alpha = 0.01, R^2 train: 0.148, R^2 test: -0.018 Bootstrap CV 3, alpha = 0.1, R^2 train: 0.137, R^2 test: 0.006 best alpha via bootstrap CV: 0.001 AUC Train: 0.691, Explained Variance Score Train: 0.148 AUC Validation: 0.677, Explained Variance Score Validation: 0.011 AUC Test: 0.762, Explained Variance Score Test: 0.272 Bootstrap CV 12, alpha = 0.001, R^2 train: 0.147, R^2 test: 0.253 Bootstrap CV 12, alpha = 0.005, R^2 train: 0.147, R^2 test: 0.251 Bootstrap CV 12, alpha = 0.01, R^2 train: 0.146, R^2 test: 0.249 Bootstrap CV 12, alpha = 0.1, R^2 train: 0.130, R^2 test: 0.192 best alpha via bootstrap CV: 0.001 AUC Train: 0.687, Explained Variance Score Train: 0.147 AUC Validation: 0.712, Explained Variance Score Validation: 0.274 AUC Test: 0.762, Explained Variance Score Test: 0.276 Bootstrap CV 2, alpha = 0.001, R^2 train: 0.228, R^2 test: 0.233 Bootstrap CV 2, alpha = 0.005, R^2 train: 0.228, R^2 test: 0.233 Bootstrap CV 2, alpha = 0.01, R^2 train: 0.228, R^2 test: 0.233 Bootstrap CV 2, alpha = 0.1, R^2 train: 0.207, R^2 test: 0.208 best alpha via bootstrap CV: 0.001 AUC Train: 0.723, Explained Variance Score Train: 0.228 AUC Validation: 0.728, Explained Variance Score Validation: 0.234 AUC Test: 0.762, Explained Variance Score Test: 0.280 Bootstrap CV 15, alpha = 0.001, R^2 train: 0.366, R^2 test: 0.245 Bootstrap CV 15, alpha = 0.005, R^2 train: 0.366, R^2 test: 0.244 Bootstrap CV 15, alpha = 0.01, R^2 train: 0.366, R^2 test: 0.244 Bootstrap CV 15, alpha = 0.1, R^2 train: 0.353, R^2 test: 0.230 best alpha via bootstrap CV: 0.1 AUC Train: 0.722, Explained Variance Score Train: 0.353 AUC Validation: 0.697, Explained Variance Score Validation: 0.239 AUC Test: 0.762, Explained Variance Score Test: 0.279 Bootstrap CV 14, alpha = 0.001, R^2 train: 0.389, R^2 test: 0.244 Bootstrap CV 14, alpha = 0.005, R^2 train: 0.389, R^2 test: 0.244 Bootstrap CV 14, alpha = 0.01, R^2 train: 0.389, R^2 test: 0.244 Bootstrap CV 14, alpha = 0.1, R^2 train: 0.375, R^2 test: 0.238 best alpha via bootstrap CV: 0.1 AUC Train: 0.773, Explained Variance Score Train: 0.375 AUC Validation: 0.760, Explained Variance Score Validation: 0.247 AUC Test: 0.762, Explained Variance Score Test: 0.277 Bootstrap CV 13, alpha = 0.001, R^2 train: 0.254, R^2 test: 0.238 Bootstrap CV 13, alpha = 0.005, R^2 train: 0.254, R^2 test: 0.240 Bootstrap CV 13, alpha = 0.01, R^2 train: 0.254, R^2 test: 0.241 Bootstrap CV 13, alpha = 0.1, R^2 train: 0.242, R^2 test: 0.251 best alpha via bootstrap CV: 0.1 AUC Train: 0.719, Explained Variance Score Train: 0.242 AUC Validation: 0.760, Explained Variance Score Validation: 0.257 AUC Test: 0.762, Explained Variance Score Test: 0.280 Running batch 2 of 7 with 16 nodes Bootstrap CV 25, alpha = 0.001, R^2 train: 0.295, R^2 test: 0.217 Bootstrap CV 25, alpha = 0.005, R^2 train: 0.295, R^2 test: 0.217 Bootstrap CV 25, alpha = 0.01, R^2 train: 0.295, R^2 test: 0.218 Bootstrap CV 25, alpha = 0.1, R^2 train: 0.285, R^2 test: 0.212 best alpha via bootstrap CV: 0.01 AUC Train: 0.749, Explained Variance Score Train: 0.295 AUC Validation: 0.678, Explained Variance Score Validation: 0.256 AUC Test: 0.762, Explained Variance Score Test: 0.278 Bootstrap CV 18, alpha = 0.001, R^2 train: 0.355, R^2 test: 0.259 Bootstrap CV 18, alpha = 0.005, R^2 train: 0.355, R^2 test: 0.260 Bootstrap CV 18, alpha = 0.01, R^2 train: 0.355, R^2 test: 0.261 Bootstrap CV 18, alpha = 0.1, R^2 train: 0.345, R^2 test: 0.277 best alpha via bootstrap CV: 0.1 AUC Train: 0.792, Explained Variance Score Train: 0.345 AUC Validation: 0.765, Explained Variance Score Validation: 0.281 AUC Test: 0.762, Explained Variance Score Test: 0.279 Bootstrap CV 20, alpha = 0.001, R^2 train: 0.224, R^2 test: 0.121 Bootstrap CV 20, alpha = 0.005, R^2 train: 0.224, R^2 test: 0.121 Bootstrap CV 20, alpha = 0.01, R^2 train: 0.224, R^2 test: 0.121 Bootstrap CV 20, alpha = 0.1, R^2 train: 0.206, R^2 test: 0.112 best alpha via bootstrap CV: 0.001 AUC Train: 0.765, Explained Variance Score Train: 0.224 AUC Validation: 0.670, Explained Variance Score Validation: 0.134 AUC Test: 0.762, Explained Variance Score Test: 0.280 Bootstrap CV 21, alpha = 0.001, R^2 train: 0.342, R^2 test: 0.126 Bootstrap CV 21, alpha = 0.005, R^2 train: 0.342, R^2 test: 0.127 Bootstrap CV 21, alpha = 0.01, R^2 train: 0.342, R^2 test: 0.128 Bootstrap CV 21, alpha = 0.1, R^2 train: 0.330, R^2 test: 0.144 best alpha via bootstrap CV: 0.1 AUC Train: 0.766, Explained Variance Score Train: 0.330 AUC Validation: 0.650, Explained Variance Score Validation: 0.153 AUC Test: 0.762, Explained Variance Score Test: 0.277 Bootstrap CV 22, alpha = 0.001, R^2 train: 0.267, R^2 test: 0.239 Bootstrap CV 22, alpha = 0.005, R^2 train: 0.267, R^2 test: 0.238 Bootstrap CV 22, alpha = 0.01, R^2 train: 0.267, R^2 test: 0.238 Bootstrap CV 22, alpha = 0.1, R^2 train: 0.258, R^2 test: 0.229 best alpha via bootstrap CV: 0.01 AUC Train: 0.763, Explained Variance Score Train: 0.267 AUC Validation: 0.745, Explained Variance Score Validation: 0.240 AUC Test: 0.762, Explained Variance Score Test: 0.278 Bootstrap CV 23, alpha = 0.001, R^2 train: 0.267, R^2 test: 0.525 Bootstrap CV 23, alpha = 0.005, R^2 train: 0.267, R^2 test: 0.522 Bootstrap CV 23, alpha = 0.01, R^2 train: 0.267, R^2 test: 0.519 Bootstrap CV 23, alpha = 0.1, R^2 train: 0.249, R^2 test: 0.442 best alpha via bootstrap CV: 0.001 AUC Train: 0.736, Explained Variance Score Train: 0.267 AUC Validation: 0.843, Explained Variance Score Validation: 0.525 AUC Test: 0.762, Explained Variance Score Test: 0.280 Bootstrap CV 19, alpha = 0.001, R^2 train: 0.215, R^2 test: 0.247 Bootstrap CV 19, alpha = 0.005, R^2 train: 0.215, R^2 test: 0.247 Bootstrap CV 19, alpha = 0.01, R^2 train: 0.215, R^2 test: 0.248 Bootstrap CV 19, alpha = 0.1, R^2 train: 0.202, R^2 test: 0.246 best alpha via bootstrap CV: 0.001 AUC Train: 0.755, Explained Variance Score Train: 0.215 AUC Validation: 0.745, Explained Variance Score Validation: 0.248 AUC Test: 0.762, Explained Variance Score Test: 0.279 Bootstrap CV 24, alpha = 0.001, R^2 train: 0.274, R^2 test: 0.154 Bootstrap CV 24, alpha = 0.005, R^2 train: 0.274, R^2 test: 0.156 Bootstrap CV 24, alpha = 0.01, R^2 train: 0.274, R^2 test: 0.157 Bootstrap CV 24, alpha = 0.1, R^2 train: 0.264, R^2 test: 0.178 best alpha via bootstrap CV: 0.1 AUC Train: 0.786, Explained Variance Score Train: 0.264 AUC Validation: 0.724, Explained Variance Score Validation: 0.208 AUC Test: 0.762, Explained Variance Score Test: 0.280 Bootstrap CV 16, alpha = 0.001, R^2 train: 0.298, R^2 test: 0.204 Bootstrap CV 16, alpha = 0.005, R^2 train: 0.298, R^2 test: 0.205 Bootstrap CV 16, alpha = 0.01, R^2 train: 0.297, R^2 test: 0.207 Bootstrap CV 16, alpha = 0.1, R^2 train: 0.283, R^2 test: 0.211 best alpha via bootstrap CV: 0.01 AUC Train: 0.758, Explained Variance Score Train: 0.297 AUC Validation: 0.753, Explained Variance Score Validation: 0.225 AUC Test: 0.762, Explained Variance Score Test: 0.280 Bootstrap CV 17, alpha = 0.001, R^2 train: 0.423, R^2 test: 0.159 Bootstrap CV 17, alpha = 0.005, R^2 train: 0.423, R^2 test: 0.159 Bootstrap CV 17, alpha = 0.01, R^2 train: 0.423, R^2 test: 0.159 Bootstrap CV 17, alpha = 0.1, R^2 train: 0.406, R^2 test: 0.154 best alpha via bootstrap CV: 0.01 AUC Train: 0.864, Explained Variance Score Train: 0.423 AUC Validation: 0.701, Explained Variance Score Validation: 0.193 AUC Test: 0.762, Explained Variance Score Test: 0.279 Bootstrap CV 26, alpha = 0.001, R^2 train: 0.306, R^2 test: 0.177 Bootstrap CV 26, alpha = 0.005, R^2 train: 0.306, R^2 test: 0.179 Bootstrap CV 26, alpha = 0.01, R^2 train: 0.306, R^2 test: 0.181 Bootstrap CV 26, alpha = 0.1, R^2 train: 0.291, R^2 test: 0.202 best alpha via bootstrap CV: 0.1 AUC Train: 0.813, Explained Variance Score Train: 0.291 AUC Validation: 0.785, Explained Variance Score Validation: 0.218 AUC Test: 0.762, Explained Variance Score Test: 0.280 Bootstrap CV 29, alpha = 0.001, R^2 train: 0.213, R^2 test: 0.117 Bootstrap CV 29, alpha = 0.005, R^2 train: 0.213, R^2 test: 0.118 Bootstrap CV 29, alpha = 0.01, R^2 train: 0.213, R^2 test: 0.120 Bootstrap CV 29, alpha = 0.1, R^2 train: 0.198, R^2 test: 0.135 best alpha via bootstrap CV: 0.001 AUC Train: 0.725, Explained Variance Score Train: 0.213 AUC Validation: 0.666, Explained Variance Score Validation: 0.117 AUC Test: 0.762, Explained Variance Score Test: 0.277 Bootstrap CV 28, alpha = 0.001, R^2 train: 0.231, R^2 test: 0.215 Bootstrap CV 28, alpha = 0.005, R^2 train: 0.231, R^2 test: 0.217 Bootstrap CV 28, alpha = 0.01, R^2 train: 0.231, R^2 test: 0.221 Bootstrap CV 28, alpha = 0.1, R^2 train: 0.212, R^2 test: 0.245 best alpha via bootstrap CV: 0.01 AUC Train: 0.732, Explained Variance Score Train: 0.231 AUC Validation: 0.725, Explained Variance Score Validation: 0.222 AUC Test: 0.762, Explained Variance Score Test: 0.278 Bootstrap CV 27, alpha = 0.001, R^2 train: 0.265, R^2 test: 0.315 Bootstrap CV 27, alpha = 0.005, R^2 train: 0.265, R^2 test: 0.314 Bootstrap CV 27, alpha = 0.01, R^2 train: 0.265, R^2 test: 0.314 Bootstrap CV 27, alpha = 0.1, R^2 train: 0.240, R^2 test: 0.279 best alpha via bootstrap CV: 0.001 AUC Train: 0.734, Explained Variance Score Train: 0.265 AUC Validation: 0.772, Explained Variance Score Validation: 0.321 AUC Test: 0.762, Explained Variance Score Test: 0.278 Bootstrap CV 30, alpha = 0.001, R^2 train: 0.277, R^2 test: 0.091 Bootstrap CV 30, alpha = 0.005, R^2 train: 0.277, R^2 test: 0.093 Bootstrap CV 30, alpha = 0.01, R^2 train: 0.277, R^2 test: 0.094 Bootstrap CV 30, alpha = 0.1, R^2 train: 0.262, R^2 test: 0.113 best alpha via bootstrap CV: 0.001 AUC Train: 0.725, Explained Variance Score Train: 0.277 AUC Validation: 0.674, Explained Variance Score Validation: 0.099 AUC Test: 0.762, Explained Variance Score Test: 0.280 Bootstrap CV 31, alpha = 0.001, R^2 train: 0.287, R^2 test: 0.216 Bootstrap CV 31, alpha = 0.005, R^2 train: 0.287, R^2 test: 0.218 Bootstrap CV 31, alpha = 0.01, R^2 train: 0.287, R^2 test: 0.222 Bootstrap CV 31, alpha = 0.1, R^2 train: 0.274, R^2 test: 0.262 best alpha via bootstrap CV: 0.1 AUC Train: 0.755, Explained Variance Score Train: 0.274 AUC Validation: 0.735, Explained Variance Score Validation: 0.263 AUC Test: 0.762, Explained Variance Score Test: 0.278 Running batch 3 of 7 with 16 nodes Bootstrap CV 40, alpha = 0.001, R^2 train: 0.234, R^2 test: 0.307 Bootstrap CV 40, alpha = 0.005, R^2 train: 0.234, R^2 test: 0.306 Bootstrap CV 40, alpha = 0.01, R^2 train: 0.234, R^2 test: 0.304 Bootstrap CV 40, alpha = 0.1, R^2 train: 0.216, R^2 test: 0.264 best alpha via bootstrap CV: 0.001 AUC Train: 0.700, Explained Variance Score Train: 0.234 AUC Validation: 0.853, Explained Variance Score Validation: 0.307 AUC Test: 0.762, Explained Variance Score Test: 0.278 Bootstrap CV 33, alpha = 0.001, R^2 train: 0.206, R^2 test: 0.034 Bootstrap CV 33, alpha = 0.005, R^2 train: 0.206, R^2 test: 0.036 Bootstrap CV 33, alpha = 0.01, R^2 train: 0.206, R^2 test: 0.037 Bootstrap CV 33, alpha = 0.1, R^2 train: 0.190, R^2 test: 0.055 best alpha via bootstrap CV: 0.001 AUC Train: 0.741, Explained Variance Score Train: 0.206 AUC Validation: 0.595, Explained Variance Score Validation: 0.037 AUC Test: 0.762, Explained Variance Score Test: 0.271 Bootstrap CV 35, alpha = 0.001, R^2 train: 0.250, R^2 test: 0.353 Bootstrap CV 35, alpha = 0.005, R^2 train: 0.250, R^2 test: 0.351 Bootstrap CV 35, alpha = 0.01, R^2 train: 0.250, R^2 test: 0.350 Bootstrap CV 35, alpha = 0.1, R^2 train: 0.233, R^2 test: 0.304 best alpha via bootstrap CV: 0.001 AUC Train: 0.722, Explained Variance Score Train: 0.250 AUC Validation: 0.756, Explained Variance Score Validation: 0.353 AUC Test: 0.762, Explained Variance Score Test: 0.280 Bootstrap CV 36, alpha = 0.001, R^2 train: 0.236, R^2 test: 0.330 Bootstrap CV 36, alpha = 0.005, R^2 train: 0.236, R^2 test: 0.330 Bootstrap CV 36, alpha = 0.01, R^2 train: 0.236, R^2 test: 0.330 Bootstrap CV 36, alpha = 0.1, R^2 train: 0.224, R^2 test: 0.311 best alpha via bootstrap CV: 0.1 AUC Train: 0.763, Explained Variance Score Train: 0.224 AUC Validation: 0.764, Explained Variance Score Validation: 0.330 AUC Test: 0.762, Explained Variance Score Test: 0.278 Bootstrap CV 34, alpha = 0.001, R^2 train: 0.190, R^2 test: 0.256 Bootstrap CV 34, alpha = 0.005, R^2 train: 0.190, R^2 test: 0.257 Bootstrap CV 34, alpha = 0.01, R^2 train: 0.189, R^2 test: 0.258 Bootstrap CV 34, alpha = 0.1, R^2 train: 0.177, R^2 test: 0.263 best alpha via bootstrap CV: 0.01 AUC Train: 0.720, Explained Variance Score Train: 0.189 AUC Validation: 0.734, Explained Variance Score Validation: 0.266 AUC Test: 0.762, Explained Variance Score Test: 0.277 Bootstrap CV 39, alpha = 0.001, R^2 train: 0.239, R^2 test: 0.214 Bootstrap CV 39, alpha = 0.005, R^2 train: 0.239, R^2 test: 0.213 Bootstrap CV 39, alpha = 0.01, R^2 train: 0.239, R^2 test: 0.213 Bootstrap CV 39, alpha = 0.1, R^2 train: 0.217, R^2 test: 0.186 best alpha via bootstrap CV: 0.01 AUC Train: 0.758, Explained Variance Score Train: 0.239 AUC Validation: 0.736, Explained Variance Score Validation: 0.234 AUC Test: 0.762, Explained Variance Score Test: 0.280 Bootstrap CV 32, alpha = 0.001, R^2 train: 0.256, R^2 test: 0.419 Bootstrap CV 32, alpha = 0.005, R^2 train: 0.256, R^2 test: 0.419 Bootstrap CV 32, alpha = 0.01, R^2 train: 0.256, R^2 test: 0.419 Bootstrap CV 32, alpha = 0.1, R^2 train: 0.242, R^2 test: 0.400 best alpha via bootstrap CV: 0.1 AUC Train: 0.773, Explained Variance Score Train: 0.242 AUC Validation: 0.753, Explained Variance Score Validation: 0.403 AUC Test: 0.762, Explained Variance Score Test: 0.277 Bootstrap CV 38, alpha = 0.001, R^2 train: 0.375, R^2 test: 0.111 Bootstrap CV 38, alpha = 0.005, R^2 train: 0.375, R^2 test: 0.114 Bootstrap CV 38, alpha = 0.01, R^2 train: 0.375, R^2 test: 0.117 Bootstrap CV 38, alpha = 0.1, R^2 train: 0.359, R^2 test: 0.160 best alpha via bootstrap CV: 0.1 AUC Train: 0.798, Explained Variance Score Train: 0.359 AUC Validation: 0.635, Explained Variance Score Validation: 0.164 AUC Test: 0.762, Explained Variance Score Test: 0.279 Bootstrap CV 41, alpha = 0.001, R^2 train: 0.255, R^2 test: 0.236 Bootstrap CV 41, alpha = 0.005, R^2 train: 0.255, R^2 test: 0.236 Bootstrap CV 41, alpha = 0.01, R^2 train: 0.255, R^2 test: 0.236 Bootstrap CV 41, alpha = 0.1, R^2 train: 0.239, R^2 test: 0.222 best alpha via bootstrap CV: 0.01 AUC Train: 0.739, Explained Variance Score Train: 0.255 AUC Validation: 0.760, Explained Variance Score Validation: 0.241 AUC Test: 0.762, Explained Variance Score Test: 0.279 Bootstrap CV 47, alpha = 0.001, R^2 train: 0.296, R^2 test: 0.012 Bootstrap CV 47, alpha = 0.005, R^2 train: 0.296, R^2 test: 0.015 Bootstrap CV 47, alpha = 0.01, R^2 train: 0.296, R^2 test: 0.019 Bootstrap CV 47, alpha = 0.1, R^2 train: 0.284, R^2 test: 0.072 best alpha via bootstrap CV: 0.1 AUC Train: 0.739, Explained Variance Score Train: 0.284 AUC Validation: 0.634, Explained Variance Score Validation: 0.174 AUC Test: 0.762, Explained Variance Score Test: 0.280 Bootstrap CV 42, alpha = 0.001, R^2 train: 0.242, R^2 test: 0.291 Bootstrap CV 42, alpha = 0.005, R^2 train: 0.242, R^2 test: 0.291 Bootstrap CV 42, alpha = 0.01, R^2 train: 0.242, R^2 test: 0.291 Bootstrap CV 42, alpha = 0.1, R^2 train: 0.227, R^2 test: 0.276 best alpha via bootstrap CV: 0.001 AUC Train: 0.740, Explained Variance Score Train: 0.242 AUC Validation: 0.671, Explained Variance Score Validation: 0.307 AUC Test: 0.762, Explained Variance Score Test: 0.279 Bootstrap CV 43, alpha = 0.001, R^2 train: 0.311, R^2 test: 0.080 Bootstrap CV 43, alpha = 0.005, R^2 train: 0.311, R^2 test: 0.082 Bootstrap CV 43, alpha = 0.01, R^2 train: 0.310, R^2 test: 0.085 Bootstrap CV 43, alpha = 0.1, R^2 train: 0.293, R^2 test: 0.119 best alpha via bootstrap CV: 0.01 AUC Train: 0.802, Explained Variance Score Train: 0.310 AUC Validation: 0.591, Explained Variance Score Validation: 0.091 AUC Test: 0.762, Explained Variance Score Test: 0.279 Bootstrap CV 44, alpha = 0.001, R^2 train: 0.255, R^2 test: 0.331 Bootstrap CV 44, alpha = 0.005, R^2 train: 0.255, R^2 test: 0.330 Bootstrap CV 44, alpha = 0.01, R^2 train: 0.255, R^2 test: 0.328 Bootstrap CV 44, alpha = 0.1, R^2 train: 0.237, R^2 test: 0.284 best alpha via bootstrap CV: 0.005 AUC Train: 0.818, Explained Variance Score Train: 0.255 AUC Validation: 0.729, Explained Variance Score Validation: 0.333 AUC Test: 0.762, Explained Variance Score Test: 0.280 Bootstrap CV 45, alpha = 0.001, R^2 train: 0.266, R^2 test: 0.261 Bootstrap CV 45, alpha = 0.005, R^2 train: 0.266, R^2 test: 0.261 Bootstrap CV 45, alpha = 0.01, R^2 train: 0.266, R^2 test: 0.261 Bootstrap CV 45, alpha = 0.1, R^2 train: 0.253, R^2 test: 0.250 best alpha via bootstrap CV: 0.001 AUC Train: 0.704, Explained Variance Score Train: 0.266 AUC Validation: 0.764, Explained Variance Score Validation: 0.261 AUC Test: 0.762, Explained Variance Score Test: 0.280 Bootstrap CV 46, alpha = 0.001, R^2 train: 0.263, R^2 test: 0.507 Bootstrap CV 46, alpha = 0.005, R^2 train: 0.263, R^2 test: 0.505 Bootstrap CV 46, alpha = 0.01, R^2 train: 0.263, R^2 test: 0.503 Bootstrap CV 46, alpha = 0.1, R^2 train: 0.247, R^2 test: 0.440 best alpha via bootstrap CV: 0.01 AUC Train: 0.757, Explained Variance Score Train: 0.263 AUC Validation: 0.882, Explained Variance Score Validation: 0.503 AUC Test: 0.762, Explained Variance Score Test: 0.278 Bootstrap CV 37, alpha = 0.001, R^2 train: 0.347, R^2 test: 0.246 Bootstrap CV 37, alpha = 0.005, R^2 train: 0.347, R^2 test: 0.246 Bootstrap CV 37, alpha = 0.01, R^2 train: 0.347, R^2 test: 0.245 Bootstrap CV 37, alpha = 0.1, R^2 train: 0.336, R^2 test: 0.230 best alpha via bootstrap CV: 0.1 AUC Train: 0.774, Explained Variance Score Train: 0.336 AUC Validation: 0.799, Explained Variance Score Validation: 0.231 AUC Test: 0.762, Explained Variance Score Test: 0.280 Running batch 4 of 7 with 16 nodes Bootstrap CV 48, alpha = 0.001, R^2 train: 0.282, R^2 test: 0.206 Bootstrap CV 48, alpha = 0.005, R^2 train: 0.282, R^2 test: 0.205 Bootstrap CV 48, alpha = 0.01, R^2 train: 0.282, R^2 test: 0.204 Bootstrap CV 48, alpha = 0.1, R^2 train: 0.269, R^2 test: 0.181 best alpha via bootstrap CV: 0.001 AUC Train: 0.775, Explained Variance Score Train: 0.282 AUC Validation: 0.632, Explained Variance Score Validation: 0.228 AUC Test: 0.762, Explained Variance Score Test: 0.280 Bootstrap CV 53, alpha = 0.001, R^2 train: 0.284, R^2 test: 0.163 Bootstrap CV 53, alpha = 0.005, R^2 train: 0.284, R^2 test: 0.164 Bootstrap CV 53, alpha = 0.01, R^2 train: 0.283, R^2 test: 0.165 Bootstrap CV 53, alpha = 0.1, R^2 train: 0.269, R^2 test: 0.170 best alpha via bootstrap CV: 0.1 AUC Train: 0.782, Explained Variance Score Train: 0.269 AUC Validation: 0.758, Explained Variance Score Validation: 0.182 AUC Test: 0.762, Explained Variance Score Test: 0.277 Bootstrap CV 51, alpha = 0.001, R^2 train: 0.140, R^2 test: 0.222 Bootstrap CV 51, alpha = 0.005, R^2 train: 0.140, R^2 test: 0.221 Bootstrap CV 51, alpha = 0.01, R^2 train: 0.140, R^2 test: 0.220 Bootstrap CV 51, alpha = 0.1, R^2 train: 0.122, R^2 test: 0.177 best alpha via bootstrap CV: 0.001 AUC Train: 0.723, Explained Variance Score Train: 0.140 AUC Validation: 0.791, Explained Variance Score Validation: 0.222 AUC Test: 0.762, Explained Variance Score Test: 0.270 Bootstrap CV 52, alpha = 0.001, R^2 train: 0.384, R^2 test: 0.188 Bootstrap CV 52, alpha = 0.005, R^2 train: 0.384, R^2 test: 0.189 Bootstrap CV 52, alpha = 0.01, R^2 train: 0.384, R^2 test: 0.189 Bootstrap CV 52, alpha = 0.1, R^2 train: 0.373, R^2 test: 0.191 best alpha via bootstrap CV: 0.1 AUC Train: 0.794, Explained Variance Score Train: 0.373 AUC Validation: 0.751, Explained Variance Score Validation: 0.199 AUC Test: 0.762, Explained Variance Score Test: 0.279 Bootstrap CV 50, alpha = 0.001, R^2 train: 0.255, R^2 test: 0.273 Bootstrap CV 50, alpha = 0.005, R^2 train: 0.255, R^2 test: 0.272 Bootstrap CV 50, alpha = 0.01, R^2 train: 0.255, R^2 test: 0.271 Bootstrap CV 50, alpha = 0.1, R^2 train: 0.240, R^2 test: 0.243 best alpha via bootstrap CV: 0.001 AUC Train: 0.727, Explained Variance Score Train: 0.255 AUC Validation: 0.697, Explained Variance Score Validation: 0.276 AUC Test: 0.762, Explained Variance Score Test: 0.280 Bootstrap CV 54, alpha = 0.001, R^2 train: 0.376, R^2 test: 0.096 Bootstrap CV 54, alpha = 0.005, R^2 train: 0.376, R^2 test: 0.096 Bootstrap CV 54, alpha = 0.01, R^2 train: 0.376, R^2 test: 0.096 Bootstrap CV 54, alpha = 0.1, R^2 train: 0.368, R^2 test: 0.099 best alpha via bootstrap CV: 0.1 AUC Train: 0.765, Explained Variance Score Train: 0.368 AUC Validation: 0.623, Explained Variance Score Validation: 0.100 AUC Test: 0.762, Explained Variance Score Test: 0.279 Bootstrap CV 56, alpha = 0.001, R^2 train: 0.323, R^2 test: 0.239 Bootstrap CV 56, alpha = 0.005, R^2 train: 0.323, R^2 test: 0.240 Bootstrap CV 56, alpha = 0.01, R^2 train: 0.322, R^2 test: 0.240 Bootstrap CV 56, alpha = 0.1, R^2 train: 0.307, R^2 test: 0.238 best alpha via bootstrap CV: 0.01 AUC Train: 0.785, Explained Variance Score Train: 0.322 AUC Validation: 0.711, Explained Variance Score Validation: 0.264 AUC Test: 0.762, Explained Variance Score Test: 0.277 Bootstrap CV 55, alpha = 0.001, R^2 train: 0.308, R^2 test: 0.279 Bootstrap CV 55, alpha = 0.005, R^2 train: 0.308, R^2 test: 0.280 Bootstrap CV 55, alpha = 0.01, R^2 train: 0.308, R^2 test: 0.281 Bootstrap CV 55, alpha = 0.1, R^2 train: 0.293, R^2 test: 0.280 best alpha via bootstrap CV: 0.01 AUC Train: 0.750, Explained Variance Score Train: 0.308 AUC Validation: 0.777, Explained Variance Score Validation: 0.334 AUC Test: 0.762, Explained Variance Score Test: 0.279 Bootstrap CV 57, alpha = 0.001, R^2 train: 0.259, R^2 test: 0.155 Bootstrap CV 57, alpha = 0.005, R^2 train: 0.259, R^2 test: 0.156 Bootstrap CV 57, alpha = 0.01, R^2 train: 0.259, R^2 test: 0.157 Bootstrap CV 57, alpha = 0.1, R^2 train: 0.242, R^2 test: 0.158 best alpha via bootstrap CV: 0.01 AUC Train: 0.736, Explained Variance Score Train: 0.259 AUC Validation: 0.713, Explained Variance Score Validation: 0.158 AUC Test: 0.762, Explained Variance Score Test: 0.277 Bootstrap CV 49, alpha = 0.001, R^2 train: 0.331, R^2 test: 0.204 Bootstrap CV 49, alpha = 0.005, R^2 train: 0.331, R^2 test: 0.205 Bootstrap CV 49, alpha = 0.01, R^2 train: 0.331, R^2 test: 0.206 Bootstrap CV 49, alpha = 0.1, R^2 train: 0.322, R^2 test: 0.214 best alpha via bootstrap CV: 0.1 AUC Train: 0.786, Explained Variance Score Train: 0.322 AUC Validation: 0.736, Explained Variance Score Validation: 0.241 AUC Test: 0.762, Explained Variance Score Test: 0.280 Bootstrap CV 58, alpha = 0.001, R^2 train: 0.173, R^2 test: 0.128 Bootstrap CV 58, alpha = 0.005, R^2 train: 0.173, R^2 test: 0.130 Bootstrap CV 58, alpha = 0.01, R^2 train: 0.172, R^2 test: 0.131 Bootstrap CV 58, alpha = 0.1, R^2 train: 0.155, R^2 test: 0.135 best alpha via bootstrap CV: 0.01 AUC Train: 0.748, Explained Variance Score Train: 0.172 AUC Validation: 0.613, Explained Variance Score Validation: 0.144 AUC Test: 0.762, Explained Variance Score Test: 0.280 Bootstrap CV 60, alpha = 0.001, R^2 train: 0.119, R^2 test: 0.291 Bootstrap CV 60, alpha = 0.005, R^2 train: 0.119, R^2 test: 0.288 Bootstrap CV 60, alpha = 0.01, R^2 train: 0.119, R^2 test: 0.284 Bootstrap CV 60, alpha = 0.1, R^2 train: 0.104, R^2 test: 0.207 best alpha via bootstrap CV: 0.001 AUC Train: 0.683, Explained Variance Score Train: 0.119 AUC Validation: 0.834, Explained Variance Score Validation: 0.295 AUC Test: 0.762, Explained Variance Score Test: 0.248 Bootstrap CV 61, alpha = 0.001, R^2 train: 0.185, R^2 test: 0.249 Bootstrap CV 61, alpha = 0.005, R^2 train: 0.185, R^2 test: 0.248 Bootstrap CV 61, alpha = 0.01, R^2 train: 0.185, R^2 test: 0.247 Bootstrap CV 61, alpha = 0.1, R^2 train: 0.168, R^2 test: 0.214 best alpha via bootstrap CV: 0.001 AUC Train: 0.769, Explained Variance Score Train: 0.185 AUC Validation: 0.730, Explained Variance Score Validation: 0.256 AUC Test: 0.762, Explained Variance Score Test: 0.277 Bootstrap CV 59, alpha = 0.001, R^2 train: 0.300, R^2 test: 0.070 Bootstrap CV 59, alpha = 0.005, R^2 train: 0.300, R^2 test: 0.072 Bootstrap CV 59, alpha = 0.01, R^2 train: 0.299, R^2 test: 0.075 Bootstrap CV 59, alpha = 0.1, R^2 train: 0.288, R^2 test: 0.108 best alpha via bootstrap CV: 0.1 AUC Train: 0.781, Explained Variance Score Train: 0.288 AUC Validation: 0.650, Explained Variance Score Validation: 0.114 AUC Test: 0.762, Explained Variance Score Test: 0.280 Bootstrap CV 62, alpha = 0.001, R^2 train: 0.366, R^2 test: 0.218 Bootstrap CV 62, alpha = 0.005, R^2 train: 0.366, R^2 test: 0.219 Bootstrap CV 62, alpha = 0.01, R^2 train: 0.366, R^2 test: 0.220 Bootstrap CV 62, alpha = 0.1, R^2 train: 0.358, R^2 test: 0.234 best alpha via bootstrap CV: 0.1 AUC Train: 0.789, Explained Variance Score Train: 0.358 AUC Validation: 0.727, Explained Variance Score Validation: 0.249 AUC Test: 0.762, Explained Variance Score Test: 0.278 Bootstrap CV 63, alpha = 0.001, R^2 train: 0.208, R^2 test: 0.170 Bootstrap CV 63, alpha = 0.005, R^2 train: 0.208, R^2 test: 0.172 Bootstrap CV 63, alpha = 0.01, R^2 train: 0.208, R^2 test: 0.174 Bootstrap CV 63, alpha = 0.1, R^2 train: 0.193, R^2 test: 0.180 best alpha via bootstrap CV: 0.01 AUC Train: 0.717, Explained Variance Score Train: 0.208 AUC Validation: 0.738, Explained Variance Score Validation: 0.216 AUC Test: 0.762, Explained Variance Score Test: 0.280 Running batch 5 of 7 with 16 nodes Bootstrap CV 73, alpha = 0.001, R^2 train: 0.240, R^2 test: 0.262 Bootstrap CV 73, alpha = 0.005, R^2 train: 0.240, R^2 test: 0.262 Bootstrap CV 73, alpha = 0.01, R^2 train: 0.239, R^2 test: 0.262 Bootstrap CV 73, alpha = 0.1, R^2 train: 0.217, R^2 test: 0.242 best alpha via bootstrap CV: 0.001 AUC Train: 0.701, Explained Variance Score Train: 0.240 AUC Validation: 0.794, Explained Variance Score Validation: 0.270 AUC Test: 0.762, Explained Variance Score Test: 0.279 Bootstrap CV 65, alpha = 0.001, R^2 train: 0.188, R^2 test: 0.064 Bootstrap CV 65, alpha = 0.005, R^2 train: 0.188, R^2 test: 0.065 Bootstrap CV 65, alpha = 0.01, R^2 train: 0.188, R^2 test: 0.068 Bootstrap CV 65, alpha = 0.1, R^2 train: 0.160, R^2 test: 0.081 best alpha via bootstrap CV: 0.001 AUC Train: 0.711, Explained Variance Score Train: 0.188 AUC Validation: 0.711, Explained Variance Score Validation: 0.070 AUC Test: 0.762, Explained Variance Score Test: 0.274 Bootstrap CV 66, alpha = 0.001, R^2 train: 0.226, R^2 test: 0.313 Bootstrap CV 66, alpha = 0.005, R^2 train: 0.226, R^2 test: 0.313 Bootstrap CV 66, alpha = 0.01, R^2 train: 0.226, R^2 test: 0.312 Bootstrap CV 66, alpha = 0.1, R^2 train: 0.213, R^2 test: 0.281 best alpha via bootstrap CV: 0.01 AUC Train: 0.754, Explained Variance Score Train: 0.226 AUC Validation: 0.758, Explained Variance Score Validation: 0.315 AUC Test: 0.762, Explained Variance Score Test: 0.280 Bootstrap CV 68, alpha = 0.001, R^2 train: 0.238, R^2 test: 0.256 Bootstrap CV 68, alpha = 0.005, R^2 train: 0.238, R^2 test: 0.255 Bootstrap CV 68, alpha = 0.01, R^2 train: 0.238, R^2 test: 0.255 Bootstrap CV 68, alpha = 0.1, R^2 train: 0.225, R^2 test: 0.241 best alpha via bootstrap CV: 0.001 AUC Train: 0.804, Explained Variance Score Train: 0.238 AUC Validation: 0.733, Explained Variance Score Validation: 0.257 AUC Test: 0.762, Explained Variance Score Test: 0.279 Bootstrap CV 69, alpha = 0.001, R^2 train: 0.157, R^2 test: 0.232 Bootstrap CV 69, alpha = 0.005, R^2 train: 0.157, R^2 test: 0.233 Bootstrap CV 69, alpha = 0.01, R^2 train: 0.157, R^2 test: 0.233 Bootstrap CV 69, alpha = 0.1, R^2 train: 0.142, R^2 test: 0.221 best alpha via bootstrap CV: 0.001 AUC Train: 0.725, Explained Variance Score Train: 0.157 AUC Validation: 0.743, Explained Variance Score Validation: 0.242 AUC Test: 0.762, Explained Variance Score Test: 0.277 Bootstrap CV 70, alpha = 0.001, R^2 train: 0.327, R^2 test: -0.103 Bootstrap CV 70, alpha = 0.005, R^2 train: 0.327, R^2 test: -0.098 Bootstrap CV 70, alpha = 0.01, R^2 train: 0.327, R^2 test: -0.092 Bootstrap CV 70, alpha = 0.1, R^2 train: 0.318, R^2 test: 0.006 best alpha via bootstrap CV: 0.1 AUC Train: 0.741, Explained Variance Score Train: 0.318 AUC Validation: 0.628, Explained Variance Score Validation: 0.036 AUC Test: 0.762, Explained Variance Score Test: 0.276 Bootstrap CV 71, alpha = 0.001, R^2 train: 0.259, R^2 test: 0.423 Bootstrap CV 71, alpha = 0.005, R^2 train: 0.259, R^2 test: 0.421 Bootstrap CV 71, alpha = 0.01, R^2 train: 0.258, R^2 test: 0.418 Bootstrap CV 71, alpha = 0.1, R^2 train: 0.237, R^2 test: 0.352 best alpha via bootstrap CV: 0.01 AUC Train: 0.780, Explained Variance Score Train: 0.258 AUC Validation: 0.833, Explained Variance Score Validation: 0.420 AUC Test: 0.762, Explained Variance Score Test: 0.280 Bootstrap CV 64, alpha = 0.001, R^2 train: 0.258, R^2 test: 0.133 Bootstrap CV 64, alpha = 0.005, R^2 train: 0.258, R^2 test: 0.134 Bootstrap CV 64, alpha = 0.01, R^2 train: 0.258, R^2 test: 0.135 Bootstrap CV 64, alpha = 0.1, R^2 train: 0.243, R^2 test: 0.140 best alpha via bootstrap CV: 0.01 AUC Train: 0.800, Explained Variance Score Train: 0.258 AUC Validation: 0.654, Explained Variance Score Validation: 0.139 AUC Test: 0.762, Explained Variance Score Test: 0.278 Bootstrap CV 72, alpha = 0.001, R^2 train: 0.257, R^2 test: 0.176 Bootstrap CV 72, alpha = 0.005, R^2 train: 0.257, R^2 test: 0.177 Bootstrap CV 72, alpha = 0.01, R^2 train: 0.257, R^2 test: 0.178 Bootstrap CV 72, alpha = 0.1, R^2 train: 0.243, R^2 test: 0.180 best alpha via bootstrap CV: 0.01 AUC Train: 0.748, Explained Variance Score Train: 0.257 AUC Validation: 0.727, Explained Variance Score Validation: 0.185 AUC Test: 0.762, Explained Variance Score Test: 0.280 Bootstrap CV 67, alpha = 0.001, R^2 train: 0.203, R^2 test: 0.125 Bootstrap CV 67, alpha = 0.005, R^2 train: 0.203, R^2 test: 0.127 Bootstrap CV 67, alpha = 0.01, R^2 train: 0.203, R^2 test: 0.129 Bootstrap CV 67, alpha = 0.1, R^2 train: 0.183, R^2 test: 0.147 best alpha via bootstrap CV: 0.001 AUC Train: 0.732, Explained Variance Score Train: 0.203 AUC Validation: 0.660, Explained Variance Score Validation: 0.127 AUC Test: 0.762, Explained Variance Score Test: 0.278 Bootstrap CV 78, alpha = 0.001, R^2 train: 0.239, R^2 test: 0.348 Bootstrap CV 78, alpha = 0.005, R^2 train: 0.239, R^2 test: 0.348 Bootstrap CV 78, alpha = 0.01, R^2 train: 0.239, R^2 test: 0.348 Bootstrap CV 78, alpha = 0.1, R^2 train: 0.227, R^2 test: 0.330 best alpha via bootstrap CV: 0.1 AUC Train: 0.731, Explained Variance Score Train: 0.227 AUC Validation: 0.766, Explained Variance Score Validation: 0.332 AUC Test: 0.762, Explained Variance Score Test: 0.278 Bootstrap CV 77, alpha = 0.001, R^2 train: 0.190, R^2 test: 0.276 Bootstrap CV 77, alpha = 0.005, R^2 train: 0.190, R^2 test: 0.274 Bootstrap CV 77, alpha = 0.01, R^2 train: 0.190, R^2 test: 0.272 Bootstrap CV 77, alpha = 0.1, R^2 train: 0.178, R^2 test: 0.230 best alpha via bootstrap CV: 0.001 AUC Train: 0.758, Explained Variance Score Train: 0.190 AUC Validation: 0.759, Explained Variance Score Validation: 0.291 AUC Test: 0.762, Explained Variance Score Test: 0.273 Bootstrap CV 74, alpha = 0.001, R^2 train: 0.185, R^2 test: 0.205 Bootstrap CV 74, alpha = 0.005, R^2 train: 0.185, R^2 test: 0.205 Bootstrap CV 74, alpha = 0.01, R^2 train: 0.184, R^2 test: 0.206 Bootstrap CV 74, alpha = 0.1, R^2 train: 0.172, R^2 test: 0.201 best alpha via bootstrap CV: 0.001 AUC Train: 0.709, Explained Variance Score Train: 0.185 AUC Validation: 0.772, Explained Variance Score Validation: 0.207 AUC Test: 0.762, Explained Variance Score Test: 0.278 Bootstrap CV 76, alpha = 0.001, R^2 train: 0.316, R^2 test: 0.250 Bootstrap CV 76, alpha = 0.005, R^2 train: 0.316, R^2 test: 0.250 Bootstrap CV 76, alpha = 0.01, R^2 train: 0.316, R^2 test: 0.250 Bootstrap CV 76, alpha = 0.1, R^2 train: 0.300, R^2 test: 0.244 best alpha via bootstrap CV: 0.01 AUC Train: 0.727, Explained Variance Score Train: 0.316 AUC Validation: 0.765, Explained Variance Score Validation: 0.270 AUC Test: 0.762, Explained Variance Score Test: 0.279 Bootstrap CV 79, alpha = 0.001, R^2 train: 0.159, R^2 test: 0.197 Bootstrap CV 79, alpha = 0.005, R^2 train: 0.159, R^2 test: 0.197 Bootstrap CV 79, alpha = 0.01, R^2 train: 0.159, R^2 test: 0.196 Bootstrap CV 79, alpha = 0.1, R^2 train: 0.140, R^2 test: 0.162 best alpha via bootstrap CV: 0.001 AUC Train: 0.695, Explained Variance Score Train: 0.159 AUC Validation: 0.754, Explained Variance Score Validation: 0.208 AUC Test: 0.762, Explained Variance Score Test: 0.277 Bootstrap CV 75, alpha = 0.001, R^2 train: 0.194, R^2 test: 0.341 Bootstrap CV 75, alpha = 0.005, R^2 train: 0.194, R^2 test: 0.338 Bootstrap CV 75, alpha = 0.01, R^2 train: 0.194, R^2 test: 0.335 Bootstrap CV 75, alpha = 0.1, R^2 train: 0.169, R^2 test: 0.246 best alpha via bootstrap CV: 0.001 AUC Train: 0.698, Explained Variance Score Train: 0.194 AUC Validation: 0.883, Explained Variance Score Validation: 0.386 AUC Test: 0.762, Explained Variance Score Test: 0.279 Running batch 6 of 7 with 16 nodes Bootstrap CV 89, alpha = 0.001, R^2 train: 0.343, R^2 test: 0.207 Bootstrap CV 89, alpha = 0.005, R^2 train: 0.343, R^2 test: 0.208 Bootstrap CV 89, alpha = 0.01, R^2 train: 0.343, R^2 test: 0.209 Bootstrap CV 89, alpha = 0.1, R^2 train: 0.332, R^2 test: 0.219 best alpha via bootstrap CV: 0.1 AUC Train: 0.725, Explained Variance Score Train: 0.332 AUC Validation: 0.739, Explained Variance Score Validation: 0.236 AUC Test: 0.762, Explained Variance Score Test: 0.278 Bootstrap CV 82, alpha = 0.001, R^2 train: 0.216, R^2 test: 0.171 Bootstrap CV 82, alpha = 0.005, R^2 train: 0.216, R^2 test: 0.172 Bootstrap CV 82, alpha = 0.01, R^2 train: 0.216, R^2 test: 0.172 Bootstrap CV 82, alpha = 0.1, R^2 train: 0.205, R^2 test: 0.168 best alpha via bootstrap CV: 0.01 AUC Train: 0.714, Explained Variance Score Train: 0.216 AUC Validation: 0.807, Explained Variance Score Validation: 0.172 AUC Test: 0.762, Explained Variance Score Test: 0.280 Bootstrap CV 85, alpha = 0.001, R^2 train: 0.210, R^2 test: 0.186 Bootstrap CV 85, alpha = 0.005, R^2 train: 0.210, R^2 test: 0.184 Bootstrap CV 85, alpha = 0.01, R^2 train: 0.209, R^2 test: 0.183 Bootstrap CV 85, alpha = 0.1, R^2 train: 0.190, R^2 test: 0.148 best alpha via bootstrap CV: 0.001 AUC Train: 0.698, Explained Variance Score Train: 0.210 AUC Validation: 0.778, Explained Variance Score Validation: 0.195 AUC Test: 0.762, Explained Variance Score Test: 0.271 Bootstrap CV 86, alpha = 0.001, R^2 train: 0.194, R^2 test: 0.382 Bootstrap CV 86, alpha = 0.005, R^2 train: 0.194, R^2 test: 0.379 Bootstrap CV 86, alpha = 0.01, R^2 train: 0.194, R^2 test: 0.374 Bootstrap CV 86, alpha = 0.1, R^2 train: 0.167, R^2 test: 0.265 best alpha via bootstrap CV: 0.001 AUC Train: 0.735, Explained Variance Score Train: 0.194 AUC Validation: 0.921, Explained Variance Score Validation: 0.402 AUC Test: 0.762, Explained Variance Score Test: 0.273 Bootstrap CV 83, alpha = 0.001, R^2 train: 0.249, R^2 test: 0.125 Bootstrap CV 83, alpha = 0.005, R^2 train: 0.249, R^2 test: 0.126 Bootstrap CV 83, alpha = 0.01, R^2 train: 0.249, R^2 test: 0.127 Bootstrap CV 83, alpha = 0.1, R^2 train: 0.239, R^2 test: 0.138 best alpha via bootstrap CV: 0.01 AUC Train: 0.738, Explained Variance Score Train: 0.249 AUC Validation: 0.783, Explained Variance Score Validation: 0.148 AUC Test: 0.762, Explained Variance Score Test: 0.278 Bootstrap CV 88, alpha = 0.001, R^2 train: 0.194, R^2 test: 0.158 Bootstrap CV 88, alpha = 0.005, R^2 train: 0.194, R^2 test: 0.158 Bootstrap CV 88, alpha = 0.01, R^2 train: 0.194, R^2 test: 0.157 Bootstrap CV 88, alpha = 0.1, R^2 train: 0.178, R^2 test: 0.143 best alpha via bootstrap CV: 0.001 AUC Train: 0.709, Explained Variance Score Train: 0.194 AUC Validation: 0.653, Explained Variance Score Validation: 0.164 AUC Test: 0.762, Explained Variance Score Test: 0.279 Bootstrap CV 87, alpha = 0.001, R^2 train: 0.253, R^2 test: 0.157 Bootstrap CV 87, alpha = 0.005, R^2 train: 0.253, R^2 test: 0.158 Bootstrap CV 87, alpha = 0.01, R^2 train: 0.253, R^2 test: 0.159 Bootstrap CV 87, alpha = 0.1, R^2 train: 0.237, R^2 test: 0.170 best alpha via bootstrap CV: 0.001 AUC Train: 0.773, Explained Variance Score Train: 0.253 AUC Validation: 0.671, Explained Variance Score Validation: 0.157 AUC Test: 0.762, Explained Variance Score Test: 0.280 Bootstrap CV 84, alpha = 0.001, R^2 train: 0.288, R^2 test: 0.242 Bootstrap CV 84, alpha = 0.005, R^2 train: 0.288, R^2 test: 0.243 Bootstrap CV 84, alpha = 0.01, R^2 train: 0.288, R^2 test: 0.243 Bootstrap CV 84, alpha = 0.1, R^2 train: 0.268, R^2 test: 0.227 best alpha via bootstrap CV: 0.001 AUC Train: 0.786, Explained Variance Score Train: 0.288 AUC Validation: 0.692, Explained Variance Score Validation: 0.244 AUC Test: 0.762, Explained Variance Score Test: 0.280 Bootstrap CV 80, alpha = 0.001, R^2 train: 0.300, R^2 test: 0.190 Bootstrap CV 80, alpha = 0.005, R^2 train: 0.300, R^2 test: 0.190 Bootstrap CV 80, alpha = 0.01, R^2 train: 0.300, R^2 test: 0.190 Bootstrap CV 80, alpha = 0.1, R^2 train: 0.290, R^2 test: 0.182 best alpha via bootstrap CV: 0.01 AUC Train: 0.769, Explained Variance Score Train: 0.300 AUC Validation: 0.707, Explained Variance Score Validation: 0.192 AUC Test: 0.762, Explained Variance Score Test: 0.280 Bootstrap CV 94, alpha = 0.001, R^2 train: 0.166, R^2 test: 0.193 Bootstrap CV 94, alpha = 0.005, R^2 train: 0.166, R^2 test: 0.193 Bootstrap CV 94, alpha = 0.01, R^2 train: 0.166, R^2 test: 0.193 Bootstrap CV 94, alpha = 0.1, R^2 train: 0.150, R^2 test: 0.176 best alpha via bootstrap CV: 0.001 AUC Train: 0.681, Explained Variance Score Train: 0.166 AUC Validation: 0.661, Explained Variance Score Validation: 0.208 AUC Test: 0.762, Explained Variance Score Test: 0.276 Bootstrap CV 90, alpha = 0.001, R^2 train: 0.199, R^2 test: 0.204 Bootstrap CV 90, alpha = 0.005, R^2 train: 0.199, R^2 test: 0.204 Bootstrap CV 90, alpha = 0.01, R^2 train: 0.199, R^2 test: 0.204 Bootstrap CV 90, alpha = 0.1, R^2 train: 0.182, R^2 test: 0.186 best alpha via bootstrap CV: 0.001 AUC Train: 0.727, Explained Variance Score Train: 0.199 AUC Validation: 0.737, Explained Variance Score Validation: 0.206 AUC Test: 0.762, Explained Variance Score Test: 0.276 Bootstrap CV 95, alpha = 0.001, R^2 train: 0.379, R^2 test: 0.367 Bootstrap CV 95, alpha = 0.005, R^2 train: 0.379, R^2 test: 0.367 Bootstrap CV 95, alpha = 0.01, R^2 train: 0.379, R^2 test: 0.366 Bootstrap CV 95, alpha = 0.1, R^2 train: 0.368, R^2 test: 0.349 best alpha via bootstrap CV: 0.1 AUC Train: 0.800, Explained Variance Score Train: 0.368 AUC Validation: 0.772, Explained Variance Score Validation: 0.349 AUC Test: 0.762, Explained Variance Score Test: 0.280 Bootstrap CV 93, alpha = 0.001, R^2 train: 0.222, R^2 test: 0.303 Bootstrap CV 93, alpha = 0.005, R^2 train: 0.222, R^2 test: 0.304 Bootstrap CV 93, alpha = 0.01, R^2 train: 0.222, R^2 test: 0.305 Bootstrap CV 93, alpha = 0.1, R^2 train: 0.204, R^2 test: 0.300 best alpha via bootstrap CV: 0.01 AUC Train: 0.726, Explained Variance Score Train: 0.222 AUC Validation: 0.743, Explained Variance Score Validation: 0.314 AUC Test: 0.762, Explained Variance Score Test: 0.279 Bootstrap CV 91, alpha = 0.001, R^2 train: 0.271, R^2 test: 0.274 Bootstrap CV 91, alpha = 0.005, R^2 train: 0.271, R^2 test: 0.275 Bootstrap CV 91, alpha = 0.01, R^2 train: 0.270, R^2 test: 0.276 Bootstrap CV 91, alpha = 0.1, R^2 train: 0.255, R^2 test: 0.275 best alpha via bootstrap CV: 0.01 AUC Train: 0.769, Explained Variance Score Train: 0.270 AUC Validation: 0.727, Explained Variance Score Validation: 0.291 AUC Test: 0.762, Explained Variance Score Test: 0.280 Bootstrap CV 92, alpha = 0.001, R^2 train: 0.380, R^2 test: 0.209 Bootstrap CV 92, alpha = 0.005, R^2 train: 0.380, R^2 test: 0.209 Bootstrap CV 92, alpha = 0.01, R^2 train: 0.380, R^2 test: 0.210 Bootstrap CV 92, alpha = 0.1, R^2 train: 0.367, R^2 test: 0.207 best alpha via bootstrap CV: 0.1 AUC Train: 0.733, Explained Variance Score Train: 0.367 AUC Validation: 0.752, Explained Variance Score Validation: 0.207 AUC Test: 0.762, Explained Variance Score Test: 0.280 Bootstrap CV 81, alpha = 0.001, R^2 train: 0.195, R^2 test: 0.206 Bootstrap CV 81, alpha = 0.005, R^2 train: 0.195, R^2 test: 0.207 Bootstrap CV 81, alpha = 0.01, R^2 train: 0.195, R^2 test: 0.209 Bootstrap CV 81, alpha = 0.1, R^2 train: 0.182, R^2 test: 0.215 best alpha via bootstrap CV: 0.01 AUC Train: 0.720, Explained Variance Score Train: 0.195 AUC Validation: 0.720, Explained Variance Score Validation: 0.209 AUC Test: 0.762, Explained Variance Score Test: 0.279 Running batch 7 of 7 with 4 nodes Bootstrap CV 97, alpha = 0.001, R^2 train: 0.273, R^2 test: 0.281 Bootstrap CV 97, alpha = 0.005, R^2 train: 0.273, R^2 test: 0.281 Bootstrap CV 97, alpha = 0.01, R^2 train: 0.272, R^2 test: 0.281 Bootstrap CV 97, alpha = 0.1, R^2 train: 0.259, R^2 test: 0.267 best alpha via bootstrap CV: 0.1 AUC Train: 0.718, Explained Variance Score Train: 0.259 AUC Validation: 0.767, Explained Variance Score Validation: 0.267 AUC Test: 0.762, Explained Variance Score Test: 0.277 Bootstrap CV 96, alpha = 0.001, R^2 train: 0.220, R^2 test: 0.229 Bootstrap CV 96, alpha = 0.005, R^2 train: 0.220, R^2 test: 0.230 Bootstrap CV 96, alpha = 0.01, R^2 train: 0.220, R^2 test: 0.230 Bootstrap CV 96, alpha = 0.1, R^2 train: 0.201, R^2 test: 0.215 best alpha via bootstrap CV: 0.001 AUC Train: 0.820, Explained Variance Score Train: 0.220 AUC Validation: 0.692, Explained Variance Score Validation: 0.237 AUC Test: 0.762, Explained Variance Score Test: 0.278 Bootstrap CV 98, alpha = 0.001, R^2 train: 0.153, R^2 test: 0.272 Bootstrap CV 98, alpha = 0.005, R^2 train: 0.153, R^2 test: 0.271 Bootstrap CV 98, alpha = 0.01, R^2 train: 0.153, R^2 test: 0.269 Bootstrap CV 98, alpha = 0.1, R^2 train: 0.134, R^2 test: 0.221 best alpha via bootstrap CV: 0.001 AUC Train: 0.729, Explained Variance Score Train: 0.153 AUC Validation: 0.675, Explained Variance Score Validation: 0.282 AUC Test: 0.762, Explained Variance Score Test: 0.266 Bootstrap CV 99, alpha = 0.001, R^2 train: 0.173, R^2 test: 0.312 Bootstrap CV 99, alpha = 0.005, R^2 train: 0.173, R^2 test: 0.309 Bootstrap CV 99, alpha = 0.01, R^2 train: 0.173, R^2 test: 0.306 Bootstrap CV 99, alpha = 0.1, R^2 train: 0.154, R^2 test: 0.236 best alpha via bootstrap CV: 0.001 AUC Train: 0.726, Explained Variance Score Train: 0.173 AUC Validation: 0.837, Explained Variance Score Validation: 0.345 AUC Test: 0.762, Explained Variance Score Test: 0.277 total Variables 1 and total subjects: 1751 ->AUC validation: 0.736 95% CI: [0.723 , 0.748] ->AUC test: 0.762 95% CI: [0.762 , 0.762] ->R^2 validation: 0.243 95% CI: [0.226 , 0.261] ->R^2 test: 0.278 95% CI: [0.277 , 0.279] ->Explained Variance validation: 0.231 95% CI: [0.213 , 0.250] ->Explained Variance test: 0.274 95% CI: [0.273 , 0.275] Test set metrics: @threshold:2.288, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:1.921, sens:0.012, spec:1.000, ppv:1.000, acc:0.766, f1:0.024, mcc:0.000, total+:1, total-:349 @threshold:1.612, sens:0.024, spec:0.996, ppv:0.667, acc:0.766, f1:0.047, mcc:0.107, total+:3, total-:347 @threshold:1.576, sens:0.048, spec:0.993, ppv:0.667, acc:0.769, f1:0.090, mcc:0.076, total+:6, total-:344 @threshold:1.491, sens:0.060, spec:0.989, ppv:0.625, acc:0.769, f1:0.110, mcc:0.053, total+:8, total-:342 @threshold:1.249, sens:0.096, spec:0.985, ppv:0.667, acc:0.774, f1:0.168, mcc:0.054, total+:12, total-:338 @threshold:1.245, sens:0.108, spec:0.985, ppv:0.692, acc:0.777, f1:0.188, mcc:0.060, total+:13, total-:337 @threshold:1.204, sens:0.108, spec:0.978, ppv:0.600, acc:0.771, f1:0.184, mcc:0.034, total+:15, total-:335 @threshold:1.186, sens:0.120, spec:0.974, ppv:0.588, acc:0.771, f1:0.200, mcc:0.031, total+:17, total-:333 @threshold:1.118, sens:0.133, spec:0.974, ppv:0.611, acc:0.774, f1:0.218, mcc:0.033, total+:18, total-:332 @threshold:0.965, sens:0.193, spec:0.970, ppv:0.667, acc:0.786, f1:0.299, mcc:0.039, total+:24, total-:326 @threshold:0.878, sens:0.205, spec:0.966, ppv:0.654, acc:0.786, f1:0.312, mcc:0.035, total+:26, total-:324 @threshold:0.863, sens:0.217, spec:0.963, ppv:0.643, acc:0.786, f1:0.324, mcc:0.032, total+:28, total-:322 @threshold:0.813, sens:0.229, spec:0.959, ppv:0.633, acc:0.786, f1:0.336, mcc:0.030, total+:30, total-:320 @threshold:0.809, sens:0.229, spec:0.955, ppv:0.613, acc:0.783, f1:0.333, mcc:0.026, total+:31, total-:319 @threshold:0.800, sens:0.229, spec:0.948, ppv:0.576, acc:0.777, f1:0.328, mcc:0.021, total+:33, total-:317 @threshold:0.798, sens:0.241, spec:0.948, ppv:0.588, acc:0.780, f1:0.342, mcc:0.022, total+:34, total-:316 @threshold:0.787, sens:0.253, spec:0.944, ppv:0.583, acc:0.780, f1:0.353, mcc:0.021, total+:36, total-:314 @threshold:0.762, sens:0.265, spec:0.944, ppv:0.595, acc:0.783, f1:0.367, mcc:0.022, total+:37, total-:313 @threshold:0.758, sens:0.265, spec:0.940, ppv:0.579, acc:0.780, f1:0.364, mcc:0.020, total+:38, total-:312 @threshold:0.748, sens:0.289, spec:0.940, ppv:0.600, acc:0.786, f1:0.390, mcc:0.022, total+:40, total-:310 @threshold:0.698, sens:0.301, spec:0.925, ppv:0.556, acc:0.777, f1:0.391, mcc:0.017, total+:45, total-:305 @threshold:0.685, sens:0.301, spec:0.921, ppv:0.543, acc:0.774, f1:0.388, mcc:0.015, total+:46, total-:304 @threshold:0.671, sens:0.313, spec:0.921, ppv:0.553, acc:0.777, f1:0.400, mcc:0.016, total+:47, total-:303 @threshold:0.662, sens:0.313, spec:0.918, ppv:0.542, acc:0.774, f1:0.397, mcc:0.015, total+:48, total-:302 @threshold:0.646, sens:0.325, spec:0.914, ppv:0.540, acc:0.774, f1:0.406, mcc:0.015, total+:50, total-:300 @threshold:0.640, sens:0.325, spec:0.910, ppv:0.529, acc:0.771, f1:0.403, mcc:0.014, total+:51, total-:299 @threshold:0.639, sens:0.337, spec:0.906, ppv:0.528, acc:0.771, f1:0.412, mcc:0.013, total+:53, total-:297 @threshold:0.625, sens:0.349, spec:0.903, ppv:0.527, acc:0.771, f1:0.420, mcc:0.013, total+:55, total-:295 @threshold:0.620, sens:0.349, spec:0.899, ppv:0.518, acc:0.769, f1:0.417, mcc:0.012, total+:56, total-:294 @threshold:0.610, sens:0.361, spec:0.899, ppv:0.526, acc:0.771, f1:0.429, mcc:0.013, total+:57, total-:293 @threshold:0.600, sens:0.373, spec:0.895, ppv:0.525, acc:0.771, f1:0.437, mcc:0.013, total+:59, total-:291 @threshold:0.597, sens:0.386, spec:0.884, ppv:0.508, acc:0.766, f1:0.438, mcc:0.011, total+:63, total-:287 @threshold:0.591, sens:0.386, spec:0.880, ppv:0.500, acc:0.763, f1:0.435, mcc:0.011, total+:64, total-:286 @threshold:0.571, sens:0.398, spec:0.873, ppv:0.493, acc:0.760, f1:0.440, mcc:0.010, total+:67, total-:283 @threshold:0.546, sens:0.398, spec:0.869, ppv:0.485, acc:0.757, f1:0.437, mcc:0.010, total+:68, total-:282 @threshold:0.540, sens:0.410, spec:0.869, ppv:0.493, acc:0.760, f1:0.447, mcc:0.010, total+:69, total-:281 @threshold:0.524, sens:0.422, spec:0.865, ppv:0.493, acc:0.760, f1:0.455, mcc:0.010, total+:71, total-:279 @threshold:0.511, sens:0.434, spec:0.858, ppv:0.486, acc:0.757, f1:0.459, mcc:0.009, total+:74, total-:276 @threshold:0.508, sens:0.434, spec:0.854, ppv:0.480, acc:0.754, f1:0.456, mcc:0.009, total+:75, total-:275 @threshold:0.493, sens:0.446, spec:0.854, ppv:0.487, acc:0.757, f1:0.465, mcc:0.009, total+:76, total-:274 @threshold:0.481, sens:0.470, spec:0.850, ppv:0.494, acc:0.760, f1:0.481, mcc:0.010, total+:79, total-:271 @threshold:0.479, sens:0.482, spec:0.850, ppv:0.500, acc:0.763, f1:0.491, mcc:0.010, total+:80, total-:270 @threshold:0.475, sens:0.482, spec:0.846, ppv:0.494, acc:0.760, f1:0.488, mcc:0.010, total+:81, total-:269 @threshold:0.467, sens:0.506, spec:0.839, ppv:0.494, acc:0.760, f1:0.500, mcc:0.009, total+:85, total-:265 @threshold:0.452, sens:0.506, spec:0.835, ppv:0.488, acc:0.757, f1:0.497, mcc:0.009, total+:86, total-:264 @threshold:0.438, sens:0.518, spec:0.831, ppv:0.489, acc:0.757, f1:0.503, mcc:0.009, total+:88, total-:262 @threshold:0.432, sens:0.518, spec:0.828, ppv:0.483, acc:0.754, f1:0.500, mcc:0.009, total+:89, total-:261 @threshold:0.426, sens:0.530, spec:0.828, ppv:0.489, acc:0.757, f1:0.509, mcc:0.009, total+:90, total-:260 @threshold:0.408, sens:0.542, spec:0.824, ppv:0.489, acc:0.757, f1:0.514, mcc:0.009, total+:92, total-:258 @threshold:0.392, sens:0.554, spec:0.824, ppv:0.495, acc:0.760, f1:0.523, mcc:0.009, total+:93, total-:257 @threshold:0.366, sens:0.554, spec:0.820, ppv:0.489, acc:0.757, f1:0.520, mcc:0.009, total+:94, total-:256 @threshold:0.354, sens:0.554, spec:0.801, ppv:0.465, acc:0.743, f1:0.505, mcc:0.008, total+:99, total-:251 @threshold:0.353, sens:0.566, spec:0.801, ppv:0.470, acc:0.746, f1:0.514, mcc:0.008, total+:100, total-:250 @threshold:0.352, sens:0.566, spec:0.798, ppv:0.465, acc:0.743, f1:0.511, mcc:0.008, total+:101, total-:249 @threshold:0.343, sens:0.578, spec:0.798, ppv:0.471, acc:0.746, f1:0.519, mcc:0.008, total+:102, total-:248 @threshold:0.342, sens:0.578, spec:0.790, ppv:0.462, acc:0.740, f1:0.513, mcc:0.007, total+:104, total-:246 @threshold:0.308, sens:0.590, spec:0.783, ppv:0.458, acc:0.737, f1:0.516, mcc:0.007, total+:107, total-:243 @threshold:0.272, sens:0.614, spec:0.779, ppv:0.464, acc:0.740, f1:0.528, mcc:0.007, total+:110, total-:240 @threshold:0.268, sens:0.627, spec:0.779, ppv:0.468, acc:0.743, f1:0.536, mcc:0.008, total+:111, total-:239 @threshold:0.226, sens:0.627, spec:0.768, ppv:0.456, acc:0.734, f1:0.528, mcc:0.007, total+:114, total-:236 @threshold:0.224, sens:0.627, spec:0.764, ppv:0.452, acc:0.731, f1:0.525, mcc:0.007, total+:115, total-:235 @threshold:0.215, sens:0.627, spec:0.749, ppv:0.437, acc:0.720, f1:0.515, mcc:0.006, total+:119, total-:231 @threshold:0.199, sens:0.627, spec:0.738, ppv:0.426, acc:0.711, f1:0.507, mcc:0.006, total+:122, total-:228 @threshold:0.190, sens:0.627, spec:0.730, ppv:0.419, acc:0.706, f1:0.502, mcc:0.006, total+:124, total-:226 @threshold:0.185, sens:0.627, spec:0.727, ppv:0.416, acc:0.703, f1:0.500, mcc:0.005, total+:125, total-:225 @threshold:0.162, sens:0.639, spec:0.727, ppv:0.421, acc:0.706, f1:0.507, mcc:0.006, total+:126, total-:224 @threshold:0.148, sens:0.639, spec:0.723, ppv:0.417, acc:0.703, f1:0.505, mcc:0.005, total+:127, total-:223 @threshold:0.118, sens:0.663, spec:0.697, ppv:0.404, acc:0.689, f1:0.502, mcc:0.005, total+:136, total-:214 @threshold:0.114, sens:0.663, spec:0.693, ppv:0.401, acc:0.686, f1:0.500, mcc:0.005, total+:137, total-:213 @threshold:0.113, sens:0.855, spec:0.483, ppv:0.340, acc:0.571, f1:0.486, mcc:0.003, total+:209, total-:141 @threshold:0.099, sens:0.867, spec:0.479, ppv:0.341, acc:0.571, f1:0.490, mcc:0.003, total+:211, total-:139 @threshold:0.083, sens:0.880, spec:0.468, ppv:0.340, acc:0.566, f1:0.490, mcc:0.003, total+:215, total-:135 @threshold:0.046, sens:0.892, spec:0.464, ppv:0.341, acc:0.566, f1:0.493, mcc:0.003, total+:217, total-:133 @threshold:0.030, sens:0.904, spec:0.461, ppv:0.342, acc:0.566, f1:0.497, mcc:0.003, total+:219, total-:131 @threshold:0.021, sens:0.904, spec:0.457, ppv:0.341, acc:0.563, f1:0.495, mcc:0.003, total+:220, total-:130 @threshold:-0.003, sens:0.916, spec:0.449, ppv:0.341, acc:0.560, f1:0.497, mcc:0.003, total+:223, total-:127 @threshold:-0.004, sens:0.916, spec:0.446, ppv:0.339, acc:0.557, f1:0.495, mcc:0.003, total+:224, total-:126 @threshold:-0.013, sens:0.916, spec:0.431, ppv:0.333, acc:0.546, f1:0.489, mcc:0.003, total+:228, total-:122 @threshold:-0.026, sens:0.916, spec:0.419, ppv:0.329, acc:0.537, f1:0.484, mcc:0.003, total+:231, total-:119 @threshold:-0.028, sens:0.916, spec:0.412, ppv:0.326, acc:0.531, f1:0.481, mcc:0.003, total+:233, total-:117 @threshold:-0.036, sens:0.916, spec:0.408, ppv:0.325, acc:0.529, f1:0.479, mcc:0.003, total+:234, total-:116 @threshold:-0.066, sens:0.928, spec:0.397, ppv:0.324, acc:0.523, f1:0.480, mcc:0.003, total+:238, total-:112 @threshold:-0.070, sens:0.928, spec:0.393, ppv:0.322, acc:0.520, f1:0.478, mcc:0.003, total+:239, total-:111 @threshold:-0.161, sens:0.940, spec:0.352, ppv:0.311, acc:0.491, f1:0.467, mcc:0.003, total+:251, total-:99 @threshold:-0.164, sens:0.940, spec:0.348, ppv:0.310, acc:0.489, f1:0.466, mcc:0.003, total+:252, total-:98 @threshold:-0.166, sens:0.952, spec:0.337, ppv:0.309, acc:0.483, f1:0.466, mcc:0.003, total+:256, total-:94 @threshold:-0.181, sens:0.964, spec:0.333, ppv:0.310, acc:0.483, f1:0.469, mcc:0.003, total+:258, total-:92 @threshold:-0.186, sens:0.964, spec:0.330, ppv:0.309, acc:0.480, f1:0.468, mcc:0.003, total+:259, total-:91 @threshold:-0.211, sens:0.964, spec:0.318, ppv:0.305, acc:0.471, f1:0.464, mcc:0.003, total+:262, total-:88 @threshold:-0.222, sens:0.964, spec:0.307, ppv:0.302, acc:0.463, f1:0.460, mcc:0.003, total+:265, total-:85 @threshold:-0.282, sens:0.964, spec:0.285, ppv:0.295, acc:0.446, f1:0.452, mcc:0.003, total+:271, total-:79 @threshold:-0.295, sens:0.964, spec:0.281, ppv:0.294, acc:0.443, f1:0.451, mcc:0.003, total+:272, total-:78 @threshold:-0.341, sens:0.964, spec:0.251, ppv:0.286, acc:0.420, f1:0.441, mcc:0.002, total+:280, total-:70 @threshold:-0.349, sens:0.964, spec:0.247, ppv:0.285, acc:0.417, f1:0.440, mcc:0.002, total+:281, total-:69 @threshold:-0.384, sens:0.976, spec:0.225, ppv:0.281, acc:0.403, f1:0.437, mcc:0.002, total+:288, total-:62 @threshold:-0.391, sens:0.976, spec:0.221, ppv:0.280, acc:0.400, f1:0.435, mcc:0.002, total+:289, total-:61 @threshold:-0.393, sens:0.988, spec:0.213, ppv:0.281, acc:0.397, f1:0.437, mcc:0.002, total+:292, total-:58 @threshold:-0.397, sens:0.988, spec:0.210, ppv:0.280, acc:0.394, f1:0.436, mcc:0.002, total+:293, total-:57 @threshold:-0.406, sens:0.988, spec:0.199, ppv:0.277, acc:0.386, f1:0.433, mcc:0.002, total+:296, total-:54 @threshold:-0.458, sens:0.988, spec:0.165, ppv:0.269, acc:0.360, f1:0.423, mcc:0.002, total+:305, total-:45 @threshold:-0.474, sens:0.988, spec:0.161, ppv:0.268, acc:0.357, f1:0.422, mcc:0.002, total+:306, total-:44 @threshold:-2.060, sens:1.000, spec:0.004, ppv:0.238, acc:0.240, f1:0.384, mcc:0.002, total+:349, total-:1 * Vital: BMI-avg19to24 | coef 0.585 95% CI: [0.575 , 0.595] | OR_adj 1.795 [1.777 1.813] | occ: 1397 | OR_unadj: 4.344 [3.423 5.512] | indivs AUC:0.762 Correlated most with: Vital : 0.584872640279 Time to run analysis 0:00:31.447167 Total Time elapsed 5:56:48.396204 ----------------------------------------------------- boys no_min bmi_19_24 randomforest regression Running batch 1 of 7 with 16 nodes Bootstrap CV 13, alpha = (3000, 2, 1), R^2 train: 0.642, R^2 test: -0.048 Bootstrap CV 13, alpha = (3000, 2, 2), R^2 train: 0.499, R^2 test: -0.006 Bootstrap CV 13, alpha = (3000, 2, 5), R^2 train: 0.334, R^2 test: 0.043 Bootstrap CV 13, alpha = (3000, 2, 7), R^2 train: 0.309, R^2 test: 0.037 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.820, Explained Variance Score Train: 0.309 AUC Validation: 0.622, Explained Variance Score Validation: 0.088 AUC Test: 0.755, Explained Variance Score Test: 0.260 Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.605, R^2 test: 0.039 Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.460, R^2 test: 0.121 Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.311, R^2 test: 0.182 Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.252, R^2 test: 0.195 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.756, Explained Variance Score Train: 0.252 AUC Validation: 0.723, Explained Variance Score Validation: 0.205 AUC Test: 0.734, Explained Variance Score Test: 0.232 Bootstrap CV 11, alpha = (3000, 2, 1), R^2 train: 0.734, R^2 test: 0.169 Bootstrap CV 11, alpha = (3000, 2, 2), R^2 train: 0.546, R^2 test: 0.204 Bootstrap CV 11, alpha = (3000, 2, 5), R^2 train: 0.383, R^2 test: 0.300 Bootstrap CV 11, alpha = (3000, 2, 7), R^2 train: 0.339, R^2 test: 0.356 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.769, Explained Variance Score Train: 0.339 AUC Validation: 0.888, Explained Variance Score Validation: 0.358 AUC Test: 0.756, Explained Variance Score Test: 0.251 Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.654, R^2 test: 0.048 Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.489, R^2 test: 0.096 Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.329, R^2 test: 0.209 Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.295, R^2 test: 0.222 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.825, Explained Variance Score Train: 0.296 AUC Validation: 0.731, Explained Variance Score Validation: 0.224 AUC Test: 0.773, Explained Variance Score Test: 0.292 Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.717, R^2 test: 0.055 Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.565, R^2 test: 0.090 Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.422, R^2 test: 0.107 Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.365, R^2 test: 0.145 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.801, Explained Variance Score Train: 0.365 AUC Validation: 0.754, Explained Variance Score Validation: 0.146 AUC Test: 0.721, Explained Variance Score Test: 0.196 Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.706, R^2 test: 0.059 Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.497, R^2 test: 0.083 Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.380, R^2 test: 0.127 Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.357, R^2 test: 0.139 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.774, Explained Variance Score Train: 0.357 AUC Validation: 0.691, Explained Variance Score Validation: 0.143 AUC Test: 0.748, Explained Variance Score Test: 0.247 Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.735, R^2 test: -0.105 Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.522, R^2 test: -0.029 Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.350, R^2 test: 0.020 Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.311, R^2 test: 0.035 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.776, Explained Variance Score Train: 0.311 AUC Validation: 0.623, Explained Variance Score Validation: 0.108 AUC Test: 0.718, Explained Variance Score Test: 0.212 Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.621, R^2 test: -0.017 Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.456, R^2 test: 0.121 Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.301, R^2 test: 0.235 Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.275, R^2 test: 0.242 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.779, Explained Variance Score Train: 0.275 AUC Validation: 0.743, Explained Variance Score Validation: 0.246 AUC Test: 0.751, Explained Variance Score Test: 0.237 Bootstrap CV 10, alpha = (3000, 2, 1), R^2 train: 0.749, R^2 test: 0.123 Bootstrap CV 10, alpha = (3000, 2, 2), R^2 train: 0.615, R^2 test: 0.119 Bootstrap CV 10, alpha = (3000, 2, 5), R^2 train: 0.440, R^2 test: 0.100 Bootstrap CV 10, alpha = (3000, 2, 7), R^2 train: 0.405, R^2 test: 0.128 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.788, Explained Variance Score Train: 0.405 AUC Validation: 0.749, Explained Variance Score Validation: 0.144 AUC Test: 0.744, Explained Variance Score Test: 0.248 Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.595, R^2 test: 0.148 Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.440, R^2 test: 0.174 Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.281, R^2 test: 0.182 Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.238, R^2 test: 0.182 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.741, Explained Variance Score Train: 0.238 AUC Validation: 0.693, Explained Variance Score Validation: 0.182 AUC Test: 0.758, Explained Variance Score Test: 0.261 Bootstrap CV 15, alpha = (3000, 2, 1), R^2 train: 0.711, R^2 test: 0.190 Bootstrap CV 15, alpha = (3000, 2, 2), R^2 train: 0.499, R^2 test: 0.201 Bootstrap CV 15, alpha = (3000, 2, 5), R^2 train: 0.359, R^2 test: 0.290 Bootstrap CV 15, alpha = (3000, 2, 7), R^2 train: 0.320, R^2 test: 0.325 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.791, Explained Variance Score Train: 0.320 AUC Validation: 0.809, Explained Variance Score Validation: 0.333 AUC Test: 0.768, Explained Variance Score Test: 0.253 Bootstrap CV 14, alpha = (3000, 2, 1), R^2 train: 0.632, R^2 test: 0.161 Bootstrap CV 14, alpha = (3000, 2, 2), R^2 train: 0.481, R^2 test: 0.229 Bootstrap CV 14, alpha = (3000, 2, 5), R^2 train: 0.318, R^2 test: 0.284 Bootstrap CV 14, alpha = (3000, 2, 7), R^2 train: 0.276, R^2 test: 0.303 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.825, Explained Variance Score Train: 0.276 AUC Validation: 0.759, Explained Variance Score Validation: 0.304 AUC Test: 0.743, Explained Variance Score Test: 0.249 Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.707, R^2 test: 0.069 Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.553, R^2 test: 0.103 Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.385, R^2 test: 0.142 Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.332, R^2 test: 0.159 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.790, Explained Variance Score Train: 0.332 AUC Validation: 0.602, Explained Variance Score Validation: 0.188 AUC Test: 0.739, Explained Variance Score Test: 0.228 Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.615, R^2 test: 0.148 Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.460, R^2 test: 0.151 Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.324, R^2 test: 0.154 Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.280, R^2 test: 0.145 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.808, Explained Variance Score Train: 0.280 AUC Validation: 0.650, Explained Variance Score Validation: 0.153 AUC Test: 0.753, Explained Variance Score Test: 0.251 Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.667, R^2 test: -0.539 Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.473, R^2 test: -0.323 Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.312, R^2 test: -0.084 Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.278, R^2 test: 0.025 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.817, Explained Variance Score Train: 0.278 AUC Validation: 0.621, Explained Variance Score Validation: 0.027 AUC Test: 0.763, Explained Variance Score Test: 0.282 Bootstrap CV 12, alpha = (3000, 2, 1), R^2 train: 0.714, R^2 test: -0.489 Bootstrap CV 12, alpha = (3000, 2, 2), R^2 train: 0.568, R^2 test: -0.207 Bootstrap CV 12, alpha = (3000, 2, 5), R^2 train: 0.402, R^2 test: -0.023 Bootstrap CV 12, alpha = (3000, 2, 7), R^2 train: 0.370, R^2 test: 0.011 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.804, Explained Variance Score Train: 0.370 AUC Validation: 0.717, Explained Variance Score Validation: 0.016 AUC Test: 0.749, Explained Variance Score Test: 0.228 Running batch 2 of 7 with 16 nodes Bootstrap CV 25, alpha = (3000, 2, 1), R^2 train: 0.710, R^2 test: -0.004 Bootstrap CV 25, alpha = (3000, 2, 2), R^2 train: 0.492, R^2 test: 0.099 Bootstrap CV 25, alpha = (3000, 2, 5), R^2 train: 0.336, R^2 test: 0.169 Bootstrap CV 25, alpha = (3000, 2, 7), R^2 train: 0.301, R^2 test: 0.186 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.765, Explained Variance Score Train: 0.301 AUC Validation: 0.655, Explained Variance Score Validation: 0.188 AUC Test: 0.757, Explained Variance Score Test: 0.246 Bootstrap CV 20, alpha = (3000, 2, 1), R^2 train: 0.621, R^2 test: 0.207 Bootstrap CV 20, alpha = (3000, 2, 2), R^2 train: 0.495, R^2 test: 0.300 Bootstrap CV 20, alpha = (3000, 2, 5), R^2 train: 0.337, R^2 test: 0.350 Bootstrap CV 20, alpha = (3000, 2, 7), R^2 train: 0.309, R^2 test: 0.356 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.808, Explained Variance Score Train: 0.309 AUC Validation: 0.790, Explained Variance Score Validation: 0.360 AUC Test: 0.738, Explained Variance Score Test: 0.256 Bootstrap CV 28, alpha = (3000, 2, 1), R^2 train: 0.723, R^2 test: -0.273 Bootstrap CV 28, alpha = (3000, 2, 2), R^2 train: 0.555, R^2 test: -0.084 Bootstrap CV 28, alpha = (3000, 2, 5), R^2 train: 0.413, R^2 test: -0.048 Bootstrap CV 28, alpha = (3000, 2, 7), R^2 train: 0.373, R^2 test: -0.027 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.811, Explained Variance Score Train: 0.373 AUC Validation: 0.732, Explained Variance Score Validation: -0.008 AUC Test: 0.738, Explained Variance Score Test: 0.231 Bootstrap CV 21, alpha = (3000, 2, 1), R^2 train: 0.645, R^2 test: -0.175 Bootstrap CV 21, alpha = (3000, 2, 2), R^2 train: 0.401, R^2 test: 0.033 Bootstrap CV 21, alpha = (3000, 2, 5), R^2 train: 0.238, R^2 test: 0.120 Bootstrap CV 21, alpha = (3000, 2, 7), R^2 train: 0.198, R^2 test: 0.132 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.710, Explained Variance Score Train: 0.198 AUC Validation: 0.732, Explained Variance Score Validation: 0.169 AUC Test: 0.761, Explained Variance Score Test: 0.231 Bootstrap CV 31, alpha = (3000, 2, 1), R^2 train: 0.650, R^2 test: 0.018 Bootstrap CV 31, alpha = (3000, 2, 2), R^2 train: 0.493, R^2 test: 0.143 Bootstrap CV 31, alpha = (3000, 2, 5), R^2 train: 0.348, R^2 test: 0.190 Bootstrap CV 31, alpha = (3000, 2, 7), R^2 train: 0.327, R^2 test: 0.219 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.784, Explained Variance Score Train: 0.327 AUC Validation: 0.743, Explained Variance Score Validation: 0.255 AUC Test: 0.762, Explained Variance Score Test: 0.246 Bootstrap CV 22, alpha = (3000, 2, 1), R^2 train: 0.769, R^2 test: -0.072 Bootstrap CV 22, alpha = (3000, 2, 2), R^2 train: 0.584, R^2 test: 0.019 Bootstrap CV 22, alpha = (3000, 2, 5), R^2 train: 0.401, R^2 test: 0.124 Bootstrap CV 22, alpha = (3000, 2, 7), R^2 train: 0.371, R^2 test: 0.135 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.793, Explained Variance Score Train: 0.371 AUC Validation: 0.661, Explained Variance Score Validation: 0.136 AUC Test: 0.729, Explained Variance Score Test: 0.192 Bootstrap CV 26, alpha = (3000, 2, 1), R^2 train: 0.687, R^2 test: 0.035 Bootstrap CV 26, alpha = (3000, 2, 2), R^2 train: 0.530, R^2 test: 0.276 Bootstrap CV 26, alpha = (3000, 2, 5), R^2 train: 0.364, R^2 test: 0.318 Bootstrap CV 26, alpha = (3000, 2, 7), R^2 train: 0.308, R^2 test: 0.296 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.814, Explained Variance Score Train: 0.308 AUC Validation: 0.744, Explained Variance Score Validation: 0.296 AUC Test: 0.762, Explained Variance Score Test: 0.262 Bootstrap CV 17, alpha = (3000, 2, 1), R^2 train: 0.586, R^2 test: 0.030 Bootstrap CV 17, alpha = (3000, 2, 2), R^2 train: 0.431, R^2 test: 0.026 Bootstrap CV 17, alpha = (3000, 2, 5), R^2 train: 0.329, R^2 test: 0.124 Bootstrap CV 17, alpha = (3000, 2, 7), R^2 train: 0.292, R^2 test: 0.165 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.818, Explained Variance Score Train: 0.292 AUC Validation: 0.756, Explained Variance Score Validation: 0.193 AUC Test: 0.756, Explained Variance Score Test: 0.275 Bootstrap CV 16, alpha = (3000, 2, 1), R^2 train: 0.756, R^2 test: -0.296 Bootstrap CV 16, alpha = (3000, 2, 2), R^2 train: 0.570, R^2 test: -0.117 Bootstrap CV 16, alpha = (3000, 2, 5), R^2 train: 0.369, R^2 test: 0.168 Bootstrap CV 16, alpha = (3000, 2, 7), R^2 train: 0.313, R^2 test: 0.191 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.772, Explained Variance Score Train: 0.313 AUC Validation: 0.758, Explained Variance Score Validation: 0.217 AUC Test: 0.731, Explained Variance Score Test: 0.210 Bootstrap CV 18, alpha = (3000, 2, 1), R^2 train: 0.715, R^2 test: -0.025 Bootstrap CV 18, alpha = (3000, 2, 2), R^2 train: 0.520, R^2 test: 0.201 Bootstrap CV 18, alpha = (3000, 2, 5), R^2 train: 0.353, R^2 test: 0.243 Bootstrap CV 18, alpha = (3000, 2, 7), R^2 train: 0.294, R^2 test: 0.260 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.752, Explained Variance Score Train: 0.294 AUC Validation: 0.736, Explained Variance Score Validation: 0.261 AUC Test: 0.737, Explained Variance Score Test: 0.219 Bootstrap CV 24, alpha = (3000, 2, 1), R^2 train: 0.689, R^2 test: 0.035 Bootstrap CV 24, alpha = (3000, 2, 2), R^2 train: 0.530, R^2 test: 0.103 Bootstrap CV 24, alpha = (3000, 2, 5), R^2 train: 0.381, R^2 test: 0.206 Bootstrap CV 24, alpha = (3000, 2, 7), R^2 train: 0.343, R^2 test: 0.233 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.817, Explained Variance Score Train: 0.343 AUC Validation: 0.726, Explained Variance Score Validation: 0.248 AUC Test: 0.738, Explained Variance Score Test: 0.214 Bootstrap CV 27, alpha = (3000, 2, 1), R^2 train: 0.778, R^2 test: -0.176 Bootstrap CV 27, alpha = (3000, 2, 2), R^2 train: 0.585, R^2 test: 0.043 Bootstrap CV 27, alpha = (3000, 2, 5), R^2 train: 0.436, R^2 test: 0.128 Bootstrap CV 27, alpha = (3000, 2, 7), R^2 train: 0.401, R^2 test: 0.152 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.851, Explained Variance Score Train: 0.436 AUC Validation: 0.710, Explained Variance Score Validation: 0.145 AUC Test: 0.760, Explained Variance Score Test: 0.250 Bootstrap CV 30, alpha = (3000, 2, 1), R^2 train: 0.744, R^2 test: 0.171 Bootstrap CV 30, alpha = (3000, 2, 2), R^2 train: 0.560, R^2 test: 0.159 Bootstrap CV 30, alpha = (3000, 2, 5), R^2 train: 0.410, R^2 test: 0.164 Bootstrap CV 30, alpha = (3000, 2, 7), R^2 train: 0.379, R^2 test: 0.195 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.810, Explained Variance Score Train: 0.379 AUC Validation: 0.725, Explained Variance Score Validation: 0.195 AUC Test: 0.760, Explained Variance Score Test: 0.250 Bootstrap CV 29, alpha = (3000, 2, 1), R^2 train: 0.658, R^2 test: -0.157 Bootstrap CV 29, alpha = (3000, 2, 2), R^2 train: 0.485, R^2 test: 0.041 Bootstrap CV 29, alpha = (3000, 2, 5), R^2 train: 0.326, R^2 test: 0.157 Bootstrap CV 29, alpha = (3000, 2, 7), R^2 train: 0.293, R^2 test: 0.168 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.814, Explained Variance Score Train: 0.293 AUC Validation: 0.648, Explained Variance Score Validation: 0.180 AUC Test: 0.762, Explained Variance Score Test: 0.285 Bootstrap CV 19, alpha = (3000, 2, 1), R^2 train: 0.747, R^2 test: 0.143 Bootstrap CV 19, alpha = (3000, 2, 2), R^2 train: 0.545, R^2 test: 0.237 Bootstrap CV 19, alpha = (3000, 2, 5), R^2 train: 0.392, R^2 test: 0.290 Bootstrap CV 19, alpha = (3000, 2, 7), R^2 train: 0.362, R^2 test: 0.302 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.802, Explained Variance Score Train: 0.362 AUC Validation: 0.805, Explained Variance Score Validation: 0.316 AUC Test: 0.741, Explained Variance Score Test: 0.190 Bootstrap CV 23, alpha = (3000, 2, 1), R^2 train: 0.636, R^2 test: 0.282 Bootstrap CV 23, alpha = (3000, 2, 2), R^2 train: 0.506, R^2 test: 0.325 Bootstrap CV 23, alpha = (3000, 2, 5), R^2 train: 0.398, R^2 test: 0.322 Bootstrap CV 23, alpha = (3000, 2, 7), R^2 train: 0.369, R^2 test: 0.324 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.766, Explained Variance Score Train: 0.369 AUC Validation: 0.773, Explained Variance Score Validation: 0.333 AUC Test: 0.733, Explained Variance Score Test: 0.212 Running batch 3 of 7 with 16 nodes Bootstrap CV 41, alpha = (3000, 2, 1), R^2 train: 0.573, R^2 test: 0.127 Bootstrap CV 41, alpha = (3000, 2, 2), R^2 train: 0.441, R^2 test: 0.213 Bootstrap CV 41, alpha = (3000, 2, 5), R^2 train: 0.310, R^2 test: 0.200 Bootstrap CV 41, alpha = (3000, 2, 7), R^2 train: 0.263, R^2 test: 0.197 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.735, Explained Variance Score Train: 0.263 AUC Validation: 0.676, Explained Variance Score Validation: 0.201 AUC Test: 0.759, Explained Variance Score Test: 0.282 Bootstrap CV 37, alpha = (3000, 2, 1), R^2 train: 0.495, R^2 test: 0.040 Bootstrap CV 37, alpha = (3000, 2, 2), R^2 train: 0.371, R^2 test: 0.053 Bootstrap CV 37, alpha = (3000, 2, 5), R^2 train: 0.278, R^2 test: 0.073 Bootstrap CV 37, alpha = (3000, 2, 7), R^2 train: 0.256, R^2 test: 0.086 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.761, Explained Variance Score Train: 0.256 AUC Validation: 0.715, Explained Variance Score Validation: 0.092 AUC Test: 0.720, Explained Variance Score Test: 0.214 Bootstrap CV 46, alpha = (3000, 2, 1), R^2 train: 0.666, R^2 test: -0.200 Bootstrap CV 46, alpha = (3000, 2, 2), R^2 train: 0.504, R^2 test: -0.002 Bootstrap CV 46, alpha = (3000, 2, 5), R^2 train: 0.350, R^2 test: 0.059 Bootstrap CV 46, alpha = (3000, 2, 7), R^2 train: 0.326, R^2 test: 0.075 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.811, Explained Variance Score Train: 0.326 AUC Validation: 0.728, Explained Variance Score Validation: 0.106 AUC Test: 0.747, Explained Variance Score Test: 0.256 Bootstrap CV 33, alpha = (3000, 2, 1), R^2 train: 0.692, R^2 test: -0.132 Bootstrap CV 33, alpha = (3000, 2, 2), R^2 train: 0.516, R^2 test: -0.062 Bootstrap CV 33, alpha = (3000, 2, 5), R^2 train: 0.338, R^2 test: -0.025 Bootstrap CV 33, alpha = (3000, 2, 7), R^2 train: 0.296, R^2 test: -0.013 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.782, Explained Variance Score Train: 0.296 AUC Validation: 0.580, Explained Variance Score Validation: -0.012 AUC Test: 0.729, Explained Variance Score Test: 0.218 Bootstrap CV 47, alpha = (3000, 2, 1), R^2 train: 0.729, R^2 test: -0.060 Bootstrap CV 47, alpha = (3000, 2, 2), R^2 train: 0.580, R^2 test: 0.081 Bootstrap CV 47, alpha = (3000, 2, 5), R^2 train: 0.402, R^2 test: 0.162 Bootstrap CV 47, alpha = (3000, 2, 7), R^2 train: 0.376, R^2 test: 0.165 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.803, Explained Variance Score Train: 0.376 AUC Validation: 0.671, Explained Variance Score Validation: 0.181 AUC Test: 0.744, Explained Variance Score Test: 0.230 Bootstrap CV 38, alpha = (3000, 2, 1), R^2 train: 0.610, R^2 test: 0.021 Bootstrap CV 38, alpha = (3000, 2, 2), R^2 train: 0.505, R^2 test: 0.065 Bootstrap CV 38, alpha = (3000, 2, 5), R^2 train: 0.384, R^2 test: 0.152 Bootstrap CV 38, alpha = (3000, 2, 7), R^2 train: 0.362, R^2 test: 0.159 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.869, Explained Variance Score Train: 0.362 AUC Validation: 0.676, Explained Variance Score Validation: 0.159 AUC Test: 0.758, Explained Variance Score Test: 0.245 Bootstrap CV 35, alpha = (3000, 2, 1), R^2 train: 0.679, R^2 test: -0.150 Bootstrap CV 35, alpha = (3000, 2, 2), R^2 train: 0.506, R^2 test: -0.006 Bootstrap CV 35, alpha = (3000, 2, 5), R^2 train: 0.380, R^2 test: 0.034 Bootstrap CV 35, alpha = (3000, 2, 7), R^2 train: 0.332, R^2 test: 0.056 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.780, Explained Variance Score Train: 0.332 AUC Validation: 0.622, Explained Variance Score Validation: 0.074 AUC Test: 0.760, Explained Variance Score Test: 0.244 Bootstrap CV 42, alpha = (3000, 2, 1), R^2 train: 0.785, R^2 test: -0.133 Bootstrap CV 42, alpha = (3000, 2, 2), R^2 train: 0.542, R^2 test: 0.004 Bootstrap CV 42, alpha = (3000, 2, 5), R^2 train: 0.381, R^2 test: 0.106 Bootstrap CV 42, alpha = (3000, 2, 7), R^2 train: 0.332, R^2 test: 0.140 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.816, Explained Variance Score Train: 0.332 AUC Validation: 0.712, Explained Variance Score Validation: 0.175 AUC Test: 0.729, Explained Variance Score Test: 0.238 Bootstrap CV 36, alpha = (3000, 2, 1), R^2 train: 0.582, R^2 test: 0.167 Bootstrap CV 36, alpha = (3000, 2, 2), R^2 train: 0.410, R^2 test: 0.229 Bootstrap CV 36, alpha = (3000, 2, 5), R^2 train: 0.283, R^2 test: 0.283 Bootstrap CV 36, alpha = (3000, 2, 7), R^2 train: 0.256, R^2 test: 0.318 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.797, Explained Variance Score Train: 0.256 AUC Validation: 0.775, Explained Variance Score Validation: 0.348 AUC Test: 0.750, Explained Variance Score Test: 0.243 Bootstrap CV 39, alpha = (3000, 2, 1), R^2 train: 0.726, R^2 test: -0.050 Bootstrap CV 39, alpha = (3000, 2, 2), R^2 train: 0.479, R^2 test: 0.225 Bootstrap CV 39, alpha = (3000, 2, 5), R^2 train: 0.347, R^2 test: 0.391 Bootstrap CV 39, alpha = (3000, 2, 7), R^2 train: 0.292, R^2 test: 0.439 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.766, Explained Variance Score Train: 0.292 AUC Validation: 0.879, Explained Variance Score Validation: 0.442 AUC Test: 0.739, Explained Variance Score Test: 0.263 Bootstrap CV 32, alpha = (3000, 2, 1), R^2 train: 0.654, R^2 test: 0.016 Bootstrap CV 32, alpha = (3000, 2, 2), R^2 train: 0.528, R^2 test: 0.092 Bootstrap CV 32, alpha = (3000, 2, 5), R^2 train: 0.345, R^2 test: 0.141 Bootstrap CV 32, alpha = (3000, 2, 7), R^2 train: 0.310, R^2 test: 0.151 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.815, Explained Variance Score Train: 0.310 AUC Validation: 0.682, Explained Variance Score Validation: 0.165 AUC Test: 0.725, Explained Variance Score Test: 0.220 Bootstrap CV 45, alpha = (3000, 2, 1), R^2 train: 0.735, R^2 test: -0.070 Bootstrap CV 45, alpha = (3000, 2, 2), R^2 train: 0.602, R^2 test: -0.036 Bootstrap CV 45, alpha = (3000, 2, 5), R^2 train: 0.461, R^2 test: 0.023 Bootstrap CV 45, alpha = (3000, 2, 7), R^2 train: 0.429, R^2 test: 0.040 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.824, Explained Variance Score Train: 0.429 AUC Validation: 0.727, Explained Variance Score Validation: 0.042 AUC Test: 0.769, Explained Variance Score Test: 0.280 Bootstrap CV 43, alpha = (3000, 2, 1), R^2 train: 0.626, R^2 test: -0.038 Bootstrap CV 43, alpha = (3000, 2, 2), R^2 train: 0.470, R^2 test: 0.006 Bootstrap CV 43, alpha = (3000, 2, 5), R^2 train: 0.290, R^2 test: 0.145 Bootstrap CV 43, alpha = (3000, 2, 7), R^2 train: 0.259, R^2 test: 0.153 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.745, Explained Variance Score Train: 0.259 AUC Validation: 0.653, Explained Variance Score Validation: 0.153 AUC Test: 0.732, Explained Variance Score Test: 0.241 Bootstrap CV 40, alpha = (3000, 2, 1), R^2 train: 0.698, R^2 test: 0.144 Bootstrap CV 40, alpha = (3000, 2, 2), R^2 train: 0.520, R^2 test: 0.254 Bootstrap CV 40, alpha = (3000, 2, 5), R^2 train: 0.376, R^2 test: 0.317 Bootstrap CV 40, alpha = (3000, 2, 7), R^2 train: 0.306, R^2 test: 0.329 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.816, Explained Variance Score Train: 0.306 AUC Validation: 0.761, Explained Variance Score Validation: 0.329 AUC Test: 0.718, Explained Variance Score Test: 0.200 Bootstrap CV 44, alpha = (3000, 2, 1), R^2 train: 0.716, R^2 test: -0.139 Bootstrap CV 44, alpha = (3000, 2, 2), R^2 train: 0.541, R^2 test: -0.103 Bootstrap CV 44, alpha = (3000, 2, 5), R^2 train: 0.398, R^2 test: -0.061 Bootstrap CV 44, alpha = (3000, 2, 7), R^2 train: 0.366, R^2 test: -0.034 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.785, Explained Variance Score Train: 0.366 AUC Validation: 0.641, Explained Variance Score Validation: -0.031 AUC Test: 0.731, Explained Variance Score Test: 0.194 Bootstrap CV 34, alpha = (3000, 2, 1), R^2 train: 0.645, R^2 test: 0.186 Bootstrap CV 34, alpha = (3000, 2, 2), R^2 train: 0.490, R^2 test: 0.279 Bootstrap CV 34, alpha = (3000, 2, 5), R^2 train: 0.353, R^2 test: 0.341 Bootstrap CV 34, alpha = (3000, 2, 7), R^2 train: 0.325, R^2 test: 0.333 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.780, Explained Variance Score Train: 0.325 AUC Validation: 0.757, Explained Variance Score Validation: 0.336 AUC Test: 0.755, Explained Variance Score Test: 0.233 Running batch 4 of 7 with 16 nodes Bootstrap CV 55, alpha = (3000, 2, 1), R^2 train: 0.759, R^2 test: -0.446 Bootstrap CV 55, alpha = (3000, 2, 2), R^2 train: 0.554, R^2 test: -0.190 Bootstrap CV 55, alpha = (3000, 2, 5), R^2 train: 0.360, R^2 test: 0.017 Bootstrap CV 55, alpha = (3000, 2, 7), R^2 train: 0.315, R^2 test: 0.064 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.790, Explained Variance Score Train: 0.315 AUC Validation: 0.629, Explained Variance Score Validation: 0.131 AUC Test: 0.731, Explained Variance Score Test: 0.220 Bootstrap CV 59, alpha = (3000, 2, 1), R^2 train: 0.652, R^2 test: 0.350 Bootstrap CV 59, alpha = (3000, 2, 2), R^2 train: 0.491, R^2 test: 0.420 Bootstrap CV 59, alpha = (3000, 2, 5), R^2 train: 0.349, R^2 test: 0.412 Bootstrap CV 59, alpha = (3000, 2, 7), R^2 train: 0.312, R^2 test: 0.408 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.816, Explained Variance Score Train: 0.312 AUC Validation: 0.788, Explained Variance Score Validation: 0.410 AUC Test: 0.727, Explained Variance Score Test: 0.216 Bootstrap CV 58, alpha = (3000, 2, 1), R^2 train: 0.772, R^2 test: -0.129 Bootstrap CV 58, alpha = (3000, 2, 2), R^2 train: 0.613, R^2 test: -0.055 Bootstrap CV 58, alpha = (3000, 2, 5), R^2 train: 0.447, R^2 test: 0.108 Bootstrap CV 58, alpha = (3000, 2, 7), R^2 train: 0.403, R^2 test: 0.115 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.741, Explained Variance Score Train: 0.403 AUC Validation: 0.811, Explained Variance Score Validation: 0.160 AUC Test: 0.749, Explained Variance Score Test: 0.204 Bootstrap CV 53, alpha = (3000, 2, 1), R^2 train: 0.659, R^2 test: -0.085 Bootstrap CV 53, alpha = (3000, 2, 2), R^2 train: 0.484, R^2 test: 0.072 Bootstrap CV 53, alpha = (3000, 2, 5), R^2 train: 0.353, R^2 test: 0.127 Bootstrap CV 53, alpha = (3000, 2, 7), R^2 train: 0.310, R^2 test: 0.134 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.760, Explained Variance Score Train: 0.310 AUC Validation: 0.661, Explained Variance Score Validation: 0.141 AUC Test: 0.741, Explained Variance Score Test: 0.237 Bootstrap CV 61, alpha = (3000, 2, 1), R^2 train: 0.656, R^2 test: -0.348 Bootstrap CV 61, alpha = (3000, 2, 2), R^2 train: 0.516, R^2 test: -0.166 Bootstrap CV 61, alpha = (3000, 2, 5), R^2 train: 0.350, R^2 test: 0.029 Bootstrap CV 61, alpha = (3000, 2, 7), R^2 train: 0.311, R^2 test: 0.068 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.796, Explained Variance Score Train: 0.311 AUC Validation: 0.699, Explained Variance Score Validation: 0.092 AUC Test: 0.746, Explained Variance Score Test: 0.230 Bootstrap CV 62, alpha = (3000, 2, 1), R^2 train: 0.744, R^2 test: 0.048 Bootstrap CV 62, alpha = (3000, 2, 2), R^2 train: 0.566, R^2 test: 0.142 Bootstrap CV 62, alpha = (3000, 2, 5), R^2 train: 0.413, R^2 test: 0.190 Bootstrap CV 62, alpha = (3000, 2, 7), R^2 train: 0.375, R^2 test: 0.225 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.794, Explained Variance Score Train: 0.375 AUC Validation: 0.697, Explained Variance Score Validation: 0.231 AUC Test: 0.744, Explained Variance Score Test: 0.198 Bootstrap CV 57, alpha = (3000, 2, 1), R^2 train: 0.733, R^2 test: 0.000 Bootstrap CV 57, alpha = (3000, 2, 2), R^2 train: 0.519, R^2 test: 0.068 Bootstrap CV 57, alpha = (3000, 2, 5), R^2 train: 0.340, R^2 test: 0.156 Bootstrap CV 57, alpha = (3000, 2, 7), R^2 train: 0.301, R^2 test: 0.162 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.833, Explained Variance Score Train: 0.301 AUC Validation: 0.736, Explained Variance Score Validation: 0.194 AUC Test: 0.733, Explained Variance Score Test: 0.213 Bootstrap CV 56, alpha = (3000, 2, 1), R^2 train: 0.733, R^2 test: 0.134 Bootstrap CV 56, alpha = (3000, 2, 2), R^2 train: 0.572, R^2 test: 0.110 Bootstrap CV 56, alpha = (3000, 2, 5), R^2 train: 0.453, R^2 test: 0.124 Bootstrap CV 56, alpha = (3000, 2, 7), R^2 train: 0.416, R^2 test: 0.145 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.844, Explained Variance Score Train: 0.416 AUC Validation: 0.697, Explained Variance Score Validation: 0.147 AUC Test: 0.758, Explained Variance Score Test: 0.248 Bootstrap CV 60, alpha = (3000, 2, 1), R^2 train: 0.718, R^2 test: 0.001 Bootstrap CV 60, alpha = (3000, 2, 2), R^2 train: 0.536, R^2 test: 0.079 Bootstrap CV 60, alpha = (3000, 2, 5), R^2 train: 0.389, R^2 test: 0.196 Bootstrap CV 60, alpha = (3000, 2, 7), R^2 train: 0.347, R^2 test: 0.237 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.802, Explained Variance Score Train: 0.347 AUC Validation: 0.804, Explained Variance Score Validation: 0.241 AUC Test: 0.766, Explained Variance Score Test: 0.279 Bootstrap CV 63, alpha = (3000, 2, 1), R^2 train: 0.693, R^2 test: -0.061 Bootstrap CV 63, alpha = (3000, 2, 2), R^2 train: 0.454, R^2 test: 0.032 Bootstrap CV 63, alpha = (3000, 2, 5), R^2 train: 0.298, R^2 test: 0.049 Bootstrap CV 63, alpha = (3000, 2, 7), R^2 train: 0.257, R^2 test: 0.063 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.762, Explained Variance Score Train: 0.257 AUC Validation: 0.702, Explained Variance Score Validation: 0.063 AUC Test: 0.744, Explained Variance Score Test: 0.256 Bootstrap CV 52, alpha = (3000, 2, 1), R^2 train: 0.547, R^2 test: 0.045 Bootstrap CV 52, alpha = (3000, 2, 2), R^2 train: 0.378, R^2 test: 0.079 Bootstrap CV 52, alpha = (3000, 2, 5), R^2 train: 0.261, R^2 test: 0.121 Bootstrap CV 52, alpha = (3000, 2, 7), R^2 train: 0.227, R^2 test: 0.163 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.797, Explained Variance Score Train: 0.227 AUC Validation: 0.664, Explained Variance Score Validation: 0.164 AUC Test: 0.766, Explained Variance Score Test: 0.265 Bootstrap CV 49, alpha = (3000, 2, 1), R^2 train: 0.749, R^2 test: -0.217 Bootstrap CV 49, alpha = (3000, 2, 2), R^2 train: 0.597, R^2 test: -0.017 Bootstrap CV 49, alpha = (3000, 2, 5), R^2 train: 0.450, R^2 test: 0.024 Bootstrap CV 49, alpha = (3000, 2, 7), R^2 train: 0.428, R^2 test: 0.028 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.826, Explained Variance Score Train: 0.428 AUC Validation: 0.707, Explained Variance Score Validation: 0.037 AUC Test: 0.751, Explained Variance Score Test: 0.198 Bootstrap CV 50, alpha = (3000, 2, 1), R^2 train: 0.722, R^2 test: -0.129 Bootstrap CV 50, alpha = (3000, 2, 2), R^2 train: 0.562, R^2 test: 0.011 Bootstrap CV 50, alpha = (3000, 2, 5), R^2 train: 0.392, R^2 test: 0.069 Bootstrap CV 50, alpha = (3000, 2, 7), R^2 train: 0.367, R^2 test: 0.079 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.836, Explained Variance Score Train: 0.367 AUC Validation: 0.749, Explained Variance Score Validation: 0.079 AUC Test: 0.764, Explained Variance Score Test: 0.260 Bootstrap CV 48, alpha = (3000, 2, 1), R^2 train: 0.778, R^2 test: -0.178 Bootstrap CV 48, alpha = (3000, 2, 2), R^2 train: 0.569, R^2 test: 0.011 Bootstrap CV 48, alpha = (3000, 2, 5), R^2 train: 0.388, R^2 test: 0.109 Bootstrap CV 48, alpha = (3000, 2, 7), R^2 train: 0.326, R^2 test: 0.168 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.822, Explained Variance Score Train: 0.326 AUC Validation: 0.682, Explained Variance Score Validation: 0.175 AUC Test: 0.732, Explained Variance Score Test: 0.251 Bootstrap CV 51, alpha = (3000, 2, 1), R^2 train: 0.752, R^2 test: -0.016 Bootstrap CV 51, alpha = (3000, 2, 2), R^2 train: 0.601, R^2 test: 0.124 Bootstrap CV 51, alpha = (3000, 2, 5), R^2 train: 0.417, R^2 test: 0.190 Bootstrap CV 51, alpha = (3000, 2, 7), R^2 train: 0.361, R^2 test: 0.170 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.746, Explained Variance Score Train: 0.361 AUC Validation: 0.726, Explained Variance Score Validation: 0.172 AUC Test: 0.750, Explained Variance Score Test: 0.209 Bootstrap CV 54, alpha = (3000, 2, 1), R^2 train: 0.740, R^2 test: -0.195 Bootstrap CV 54, alpha = (3000, 2, 2), R^2 train: 0.542, R^2 test: -0.045 Bootstrap CV 54, alpha = (3000, 2, 5), R^2 train: 0.384, R^2 test: 0.054 Bootstrap CV 54, alpha = (3000, 2, 7), R^2 train: 0.337, R^2 test: 0.097 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.796, Explained Variance Score Train: 0.337 AUC Validation: 0.689, Explained Variance Score Validation: 0.128 AUC Test: 0.726, Explained Variance Score Test: 0.224 Running batch 5 of 7 with 16 nodes Bootstrap CV 67, alpha = (3000, 2, 1), R^2 train: 0.716, R^2 test: -0.178 Bootstrap CV 67, alpha = (3000, 2, 2), R^2 train: 0.511, R^2 test: -0.078 Bootstrap CV 67, alpha = (3000, 2, 5), R^2 train: 0.364, R^2 test: -0.055 Bootstrap CV 67, alpha = (3000, 2, 7), R^2 train: 0.331, R^2 test: -0.041 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.783, Explained Variance Score Train: 0.331 AUC Validation: 0.625, Explained Variance Score Validation: -0.014 AUC Test: 0.700, Explained Variance Score Test: 0.153 Bootstrap CV 75, alpha = (3000, 2, 1), R^2 train: 0.703, R^2 test: -0.151 Bootstrap CV 75, alpha = (3000, 2, 2), R^2 train: 0.547, R^2 test: -0.098 Bootstrap CV 75, alpha = (3000, 2, 5), R^2 train: 0.424, R^2 test: -0.012 Bootstrap CV 75, alpha = (3000, 2, 7), R^2 train: 0.391, R^2 test: 0.040 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.800, Explained Variance Score Train: 0.391 AUC Validation: 0.745, Explained Variance Score Validation: 0.042 AUC Test: 0.746, Explained Variance Score Test: 0.180 Bootstrap CV 72, alpha = (3000, 2, 1), R^2 train: 0.533, R^2 test: 0.033 Bootstrap CV 72, alpha = (3000, 2, 2), R^2 train: 0.407, R^2 test: 0.137 Bootstrap CV 72, alpha = (3000, 2, 5), R^2 train: 0.277, R^2 test: 0.135 Bootstrap CV 72, alpha = (3000, 2, 7), R^2 train: 0.243, R^2 test: 0.136 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.787, Explained Variance Score Train: 0.243 AUC Validation: 0.731, Explained Variance Score Validation: 0.137 AUC Test: 0.741, Explained Variance Score Test: 0.239 Bootstrap CV 76, alpha = (3000, 2, 1), R^2 train: 0.542, R^2 test: -0.111 Bootstrap CV 76, alpha = (3000, 2, 2), R^2 train: 0.415, R^2 test: 0.068 Bootstrap CV 76, alpha = (3000, 2, 5), R^2 train: 0.301, R^2 test: 0.175 Bootstrap CV 76, alpha = (3000, 2, 7), R^2 train: 0.280, R^2 test: 0.177 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.834, Explained Variance Score Train: 0.301 AUC Validation: 0.642, Explained Variance Score Validation: 0.175 AUC Test: 0.760, Explained Variance Score Test: 0.275 Bootstrap CV 73, alpha = (3000, 2, 1), R^2 train: 0.547, R^2 test: 0.120 Bootstrap CV 73, alpha = (3000, 2, 2), R^2 train: 0.376, R^2 test: 0.136 Bootstrap CV 73, alpha = (3000, 2, 5), R^2 train: 0.255, R^2 test: 0.173 Bootstrap CV 73, alpha = (3000, 2, 7), R^2 train: 0.219, R^2 test: 0.189 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.798, Explained Variance Score Train: 0.219 AUC Validation: 0.656, Explained Variance Score Validation: 0.192 AUC Test: 0.746, Explained Variance Score Test: 0.269 Bootstrap CV 78, alpha = (3000, 2, 1), R^2 train: 0.796, R^2 test: -0.001 Bootstrap CV 78, alpha = (3000, 2, 2), R^2 train: 0.630, R^2 test: 0.052 Bootstrap CV 78, alpha = (3000, 2, 5), R^2 train: 0.491, R^2 test: 0.080 Bootstrap CV 78, alpha = (3000, 2, 7), R^2 train: 0.450, R^2 test: 0.080 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.853, Explained Variance Score Train: 0.450 AUC Validation: 0.696, Explained Variance Score Validation: 0.085 AUC Test: 0.764, Explained Variance Score Test: 0.214 Bootstrap CV 68, alpha = (3000, 2, 1), R^2 train: 0.755, R^2 test: 0.090 Bootstrap CV 68, alpha = (3000, 2, 2), R^2 train: 0.539, R^2 test: 0.142 Bootstrap CV 68, alpha = (3000, 2, 5), R^2 train: 0.357, R^2 test: 0.238 Bootstrap CV 68, alpha = (3000, 2, 7), R^2 train: 0.317, R^2 test: 0.246 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.800, Explained Variance Score Train: 0.317 AUC Validation: 0.803, Explained Variance Score Validation: 0.255 AUC Test: 0.753, Explained Variance Score Test: 0.267 Bootstrap CV 66, alpha = (3000, 2, 1), R^2 train: 0.691, R^2 test: 0.107 Bootstrap CV 66, alpha = (3000, 2, 2), R^2 train: 0.506, R^2 test: 0.202 Bootstrap CV 66, alpha = (3000, 2, 5), R^2 train: 0.355, R^2 test: 0.210 Bootstrap CV 66, alpha = (3000, 2, 7), R^2 train: 0.336, R^2 test: 0.216 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.804, Explained Variance Score Train: 0.336 AUC Validation: 0.806, Explained Variance Score Validation: 0.230 AUC Test: 0.755, Explained Variance Score Test: 0.263 Bootstrap CV 77, alpha = (3000, 2, 1), R^2 train: 0.720, R^2 test: 0.079 Bootstrap CV 77, alpha = (3000, 2, 2), R^2 train: 0.592, R^2 test: 0.113 Bootstrap CV 77, alpha = (3000, 2, 5), R^2 train: 0.444, R^2 test: 0.206 Bootstrap CV 77, alpha = (3000, 2, 7), R^2 train: 0.389, R^2 test: 0.214 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.769, Explained Variance Score Train: 0.389 AUC Validation: 0.735, Explained Variance Score Validation: 0.243 AUC Test: 0.753, Explained Variance Score Test: 0.242 Bootstrap CV 79, alpha = (3000, 2, 1), R^2 train: 0.616, R^2 test: -0.058 Bootstrap CV 79, alpha = (3000, 2, 2), R^2 train: 0.460, R^2 test: -0.011 Bootstrap CV 79, alpha = (3000, 2, 5), R^2 train: 0.347, R^2 test: 0.002 Bootstrap CV 79, alpha = (3000, 2, 7), R^2 train: 0.313, R^2 test: -0.003 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.827, Explained Variance Score Train: 0.313 AUC Validation: 0.623, Explained Variance Score Validation: -0.000 AUC Test: 0.752, Explained Variance Score Test: 0.268 Bootstrap CV 65, alpha = (3000, 2, 1), R^2 train: 0.791, R^2 test: -0.070 Bootstrap CV 65, alpha = (3000, 2, 2), R^2 train: 0.607, R^2 test: -0.000 Bootstrap CV 65, alpha = (3000, 2, 5), R^2 train: 0.419, R^2 test: 0.058 Bootstrap CV 65, alpha = (3000, 2, 7), R^2 train: 0.370, R^2 test: 0.065 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.854, Explained Variance Score Train: 0.370 AUC Validation: 0.748, Explained Variance Score Validation: 0.097 AUC Test: 0.722, Explained Variance Score Test: 0.223 Bootstrap CV 71, alpha = (3000, 2, 1), R^2 train: 0.707, R^2 test: 0.017 Bootstrap CV 71, alpha = (3000, 2, 2), R^2 train: 0.498, R^2 test: 0.221 Bootstrap CV 71, alpha = (3000, 2, 5), R^2 train: 0.358, R^2 test: 0.397 Bootstrap CV 71, alpha = (3000, 2, 7), R^2 train: 0.322, R^2 test: 0.434 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.820, Explained Variance Score Train: 0.322 AUC Validation: 0.819, Explained Variance Score Validation: 0.465 AUC Test: 0.763, Explained Variance Score Test: 0.247 Bootstrap CV 69, alpha = (3000, 2, 1), R^2 train: 0.561, R^2 test: 0.189 Bootstrap CV 69, alpha = (3000, 2, 2), R^2 train: 0.428, R^2 test: 0.231 Bootstrap CV 69, alpha = (3000, 2, 5), R^2 train: 0.304, R^2 test: 0.189 Bootstrap CV 69, alpha = (3000, 2, 7), R^2 train: 0.276, R^2 test: 0.182 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.814, Explained Variance Score Train: 0.276 AUC Validation: 0.718, Explained Variance Score Validation: 0.183 AUC Test: 0.741, Explained Variance Score Test: 0.262 Bootstrap CV 74, alpha = (3000, 2, 1), R^2 train: 0.695, R^2 test: 0.163 Bootstrap CV 74, alpha = (3000, 2, 2), R^2 train: 0.536, R^2 test: 0.262 Bootstrap CV 74, alpha = (3000, 2, 5), R^2 train: 0.373, R^2 test: 0.364 Bootstrap CV 74, alpha = (3000, 2, 7), R^2 train: 0.347, R^2 test: 0.361 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.830, Explained Variance Score Train: 0.347 AUC Validation: 0.830, Explained Variance Score Validation: 0.371 AUC Test: 0.745, Explained Variance Score Test: 0.241 Bootstrap CV 70, alpha = (3000, 2, 1), R^2 train: 0.607, R^2 test: 0.291 Bootstrap CV 70, alpha = (3000, 2, 2), R^2 train: 0.418, R^2 test: 0.352 Bootstrap CV 70, alpha = (3000, 2, 5), R^2 train: 0.311, R^2 test: 0.361 Bootstrap CV 70, alpha = (3000, 2, 7), R^2 train: 0.281, R^2 test: 0.366 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.783, Explained Variance Score Train: 0.281 AUC Validation: 0.839, Explained Variance Score Validation: 0.366 AUC Test: 0.753, Explained Variance Score Test: 0.251 Bootstrap CV 64, alpha = (3000, 2, 1), R^2 train: 0.592, R^2 test: -0.154 Bootstrap CV 64, alpha = (3000, 2, 2), R^2 train: 0.452, R^2 test: -0.020 Bootstrap CV 64, alpha = (3000, 2, 5), R^2 train: 0.311, R^2 test: 0.070 Bootstrap CV 64, alpha = (3000, 2, 7), R^2 train: 0.287, R^2 test: 0.059 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.825, Explained Variance Score Train: 0.287 AUC Validation: 0.658, Explained Variance Score Validation: 0.060 AUC Test: 0.746, Explained Variance Score Test: 0.249 Running batch 6 of 7 with 16 nodes Bootstrap CV 89, alpha = (3000, 2, 1), R^2 train: 0.777, R^2 test: -0.051 Bootstrap CV 89, alpha = (3000, 2, 2), R^2 train: 0.549, R^2 test: 0.160 Bootstrap CV 89, alpha = (3000, 2, 5), R^2 train: 0.343, R^2 test: 0.255 Bootstrap CV 89, alpha = (3000, 2, 7), R^2 train: 0.299, R^2 test: 0.230 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.813, Explained Variance Score Train: 0.299 AUC Validation: 0.685, Explained Variance Score Validation: 0.240 AUC Test: 0.731, Explained Variance Score Test: 0.226 Bootstrap CV 91, alpha = (3000, 2, 1), R^2 train: 0.518, R^2 test: 0.280 Bootstrap CV 91, alpha = (3000, 2, 2), R^2 train: 0.420, R^2 test: 0.255 Bootstrap CV 91, alpha = (3000, 2, 5), R^2 train: 0.324, R^2 test: 0.278 Bootstrap CV 91, alpha = (3000, 2, 7), R^2 train: 0.289, R^2 test: 0.274 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.739, Explained Variance Score Train: 0.289 AUC Validation: 0.681, Explained Variance Score Validation: 0.275 AUC Test: 0.751, Explained Variance Score Test: 0.221 Bootstrap CV 90, alpha = (3000, 2, 1), R^2 train: 0.762, R^2 test: -0.300 Bootstrap CV 90, alpha = (3000, 2, 2), R^2 train: 0.593, R^2 test: -0.075 Bootstrap CV 90, alpha = (3000, 2, 5), R^2 train: 0.433, R^2 test: 0.066 Bootstrap CV 90, alpha = (3000, 2, 7), R^2 train: 0.347, R^2 test: 0.112 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.799, Explained Variance Score Train: 0.347 AUC Validation: 0.747, Explained Variance Score Validation: 0.112 AUC Test: 0.745, Explained Variance Score Test: 0.257 Bootstrap CV 88, alpha = (3000, 2, 1), R^2 train: 0.749, R^2 test: -0.326 Bootstrap CV 88, alpha = (3000, 2, 2), R^2 train: 0.556, R^2 test: -0.203 Bootstrap CV 88, alpha = (3000, 2, 5), R^2 train: 0.431, R^2 test: -0.043 Bootstrap CV 88, alpha = (3000, 2, 7), R^2 train: 0.406, R^2 test: -0.007 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.838, Explained Variance Score Train: 0.406 AUC Validation: 0.597, Explained Variance Score Validation: -0.003 AUC Test: 0.727, Explained Variance Score Test: 0.232 Bootstrap CV 83, alpha = (3000, 2, 1), R^2 train: 0.649, R^2 test: -0.065 Bootstrap CV 83, alpha = (3000, 2, 2), R^2 train: 0.480, R^2 test: -0.196 Bootstrap CV 83, alpha = (3000, 2, 5), R^2 train: 0.325, R^2 test: -0.196 Bootstrap CV 83, alpha = (3000, 2, 7), R^2 train: 0.299, R^2 test: -0.191 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.772, Explained Variance Score Train: 0.299 AUC Validation: 0.799, Explained Variance Score Validation: 0.085 AUC Test: 0.764, Explained Variance Score Test: 0.257 Bootstrap CV 85, alpha = (3000, 2, 1), R^2 train: 0.705, R^2 test: 0.054 Bootstrap CV 85, alpha = (3000, 2, 2), R^2 train: 0.537, R^2 test: 0.151 Bootstrap CV 85, alpha = (3000, 2, 5), R^2 train: 0.381, R^2 test: 0.190 Bootstrap CV 85, alpha = (3000, 2, 7), R^2 train: 0.356, R^2 test: 0.179 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.806, Explained Variance Score Train: 0.381 AUC Validation: 0.647, Explained Variance Score Validation: 0.190 AUC Test: 0.754, Explained Variance Score Test: 0.256 Bootstrap CV 84, alpha = (3000, 2, 1), R^2 train: 0.500, R^2 test: -0.179 Bootstrap CV 84, alpha = (3000, 2, 2), R^2 train: 0.345, R^2 test: -0.012 Bootstrap CV 84, alpha = (3000, 2, 5), R^2 train: 0.229, R^2 test: -0.015 Bootstrap CV 84, alpha = (3000, 2, 7), R^2 train: 0.197, R^2 test: 0.013 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.739, Explained Variance Score Train: 0.197 AUC Validation: 0.546, Explained Variance Score Validation: 0.022 AUC Test: 0.742, Explained Variance Score Test: 0.238 Bootstrap CV 87, alpha = (3000, 2, 1), R^2 train: 0.720, R^2 test: -0.090 Bootstrap CV 87, alpha = (3000, 2, 2), R^2 train: 0.519, R^2 test: 0.098 Bootstrap CV 87, alpha = (3000, 2, 5), R^2 train: 0.373, R^2 test: 0.186 Bootstrap CV 87, alpha = (3000, 2, 7), R^2 train: 0.331, R^2 test: 0.204 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.795, Explained Variance Score Train: 0.331 AUC Validation: 0.805, Explained Variance Score Validation: 0.258 AUC Test: 0.730, Explained Variance Score Test: 0.217 Bootstrap CV 86, alpha = (3000, 2, 1), R^2 train: 0.592, R^2 test: -0.027 Bootstrap CV 86, alpha = (3000, 2, 2), R^2 train: 0.458, R^2 test: 0.115 Bootstrap CV 86, alpha = (3000, 2, 5), R^2 train: 0.343, R^2 test: 0.210 Bootstrap CV 86, alpha = (3000, 2, 7), R^2 train: 0.313, R^2 test: 0.213 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.780, Explained Variance Score Train: 0.313 AUC Validation: 0.793, Explained Variance Score Validation: 0.234 AUC Test: 0.749, Explained Variance Score Test: 0.250 Bootstrap CV 94, alpha = (3000, 2, 1), R^2 train: 0.706, R^2 test: 0.016 Bootstrap CV 94, alpha = (3000, 2, 2), R^2 train: 0.515, R^2 test: 0.165 Bootstrap CV 94, alpha = (3000, 2, 5), R^2 train: 0.355, R^2 test: 0.326 Bootstrap CV 94, alpha = (3000, 2, 7), R^2 train: 0.306, R^2 test: 0.341 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.770, Explained Variance Score Train: 0.306 AUC Validation: 0.860, Explained Variance Score Validation: 0.341 AUC Test: 0.753, Explained Variance Score Test: 0.282 Bootstrap CV 92, alpha = (3000, 2, 1), R^2 train: 0.643, R^2 test: -0.904 Bootstrap CV 92, alpha = (3000, 2, 2), R^2 train: 0.506, R^2 test: -0.174 Bootstrap CV 92, alpha = (3000, 2, 5), R^2 train: 0.312, R^2 test: 0.159 Bootstrap CV 92, alpha = (3000, 2, 7), R^2 train: 0.283, R^2 test: 0.181 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.754, Explained Variance Score Train: 0.283 AUC Validation: 0.706, Explained Variance Score Validation: 0.185 AUC Test: 0.771, Explained Variance Score Test: 0.289 Bootstrap CV 81, alpha = (3000, 2, 1), R^2 train: 0.724, R^2 test: -0.606 Bootstrap CV 81, alpha = (3000, 2, 2), R^2 train: 0.508, R^2 test: -0.175 Bootstrap CV 81, alpha = (3000, 2, 5), R^2 train: 0.379, R^2 test: 0.006 Bootstrap CV 81, alpha = (3000, 2, 7), R^2 train: 0.324, R^2 test: 0.061 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.836, Explained Variance Score Train: 0.324 AUC Validation: 0.674, Explained Variance Score Validation: 0.090 AUC Test: 0.723, Explained Variance Score Test: 0.213 Bootstrap CV 82, alpha = (3000, 2, 1), R^2 train: 0.764, R^2 test: 0.043 Bootstrap CV 82, alpha = (3000, 2, 2), R^2 train: 0.577, R^2 test: 0.112 Bootstrap CV 82, alpha = (3000, 2, 5), R^2 train: 0.430, R^2 test: 0.171 Bootstrap CV 82, alpha = (3000, 2, 7), R^2 train: 0.396, R^2 test: 0.175 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.818, Explained Variance Score Train: 0.396 AUC Validation: 0.707, Explained Variance Score Validation: 0.179 AUC Test: 0.726, Explained Variance Score Test: 0.224 Bootstrap CV 95, alpha = (3000, 2, 1), R^2 train: 0.725, R^2 test: 0.187 Bootstrap CV 95, alpha = (3000, 2, 2), R^2 train: 0.544, R^2 test: 0.296 Bootstrap CV 95, alpha = (3000, 2, 5), R^2 train: 0.398, R^2 test: 0.302 Bootstrap CV 95, alpha = (3000, 2, 7), R^2 train: 0.376, R^2 test: 0.321 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.832, Explained Variance Score Train: 0.376 AUC Validation: 0.779, Explained Variance Score Validation: 0.326 AUC Test: 0.724, Explained Variance Score Test: 0.206 Bootstrap CV 93, alpha = (3000, 2, 1), R^2 train: 0.624, R^2 test: 0.144 Bootstrap CV 93, alpha = (3000, 2, 2), R^2 train: 0.447, R^2 test: 0.245 Bootstrap CV 93, alpha = (3000, 2, 5), R^2 train: 0.288, R^2 test: 0.305 Bootstrap CV 93, alpha = (3000, 2, 7), R^2 train: 0.256, R^2 test: 0.311 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.775, Explained Variance Score Train: 0.256 AUC Validation: 0.771, Explained Variance Score Validation: 0.312 AUC Test: 0.742, Explained Variance Score Test: 0.223 Bootstrap CV 80, alpha = (3000, 2, 1), R^2 train: 0.697, R^2 test: 0.025 Bootstrap CV 80, alpha = (3000, 2, 2), R^2 train: 0.592, R^2 test: 0.100 Bootstrap CV 80, alpha = (3000, 2, 5), R^2 train: 0.472, R^2 test: 0.178 Bootstrap CV 80, alpha = (3000, 2, 7), R^2 train: 0.431, R^2 test: 0.205 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.809, Explained Variance Score Train: 0.431 AUC Validation: 0.719, Explained Variance Score Validation: 0.210 AUC Test: 0.748, Explained Variance Score Test: 0.230 Running batch 7 of 7 with 4 nodes Bootstrap CV 99, alpha = (3000, 2, 1), R^2 train: 0.489, R^2 test: 0.047 Bootstrap CV 99, alpha = (3000, 2, 2), R^2 train: 0.373, R^2 test: 0.128 Bootstrap CV 99, alpha = (3000, 2, 5), R^2 train: 0.265, R^2 test: 0.183 Bootstrap CV 99, alpha = (3000, 2, 7), R^2 train: 0.246, R^2 test: 0.183 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.792, Explained Variance Score Train: 0.246 AUC Validation: 0.682, Explained Variance Score Validation: 0.183 AUC Test: 0.752, Explained Variance Score Test: 0.257 Bootstrap CV 98, alpha = (3000, 2, 1), R^2 train: 0.571, R^2 test: 0.068 Bootstrap CV 98, alpha = (3000, 2, 2), R^2 train: 0.393, R^2 test: 0.084 Bootstrap CV 98, alpha = (3000, 2, 5), R^2 train: 0.281, R^2 test: 0.118 Bootstrap CV 98, alpha = (3000, 2, 7), R^2 train: 0.247, R^2 test: 0.141 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.790, Explained Variance Score Train: 0.247 AUC Validation: 0.631, Explained Variance Score Validation: 0.145 AUC Test: 0.752, Explained Variance Score Test: 0.264 Bootstrap CV 96, alpha = (3000, 2, 1), R^2 train: 0.725, R^2 test: 0.154 Bootstrap CV 96, alpha = (3000, 2, 2), R^2 train: 0.603, R^2 test: 0.198 Bootstrap CV 96, alpha = (3000, 2, 5), R^2 train: 0.434, R^2 test: 0.255 Bootstrap CV 96, alpha = (3000, 2, 7), R^2 train: 0.393, R^2 test: 0.262 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.837, Explained Variance Score Train: 0.393 AUC Validation: 0.708, Explained Variance Score Validation: 0.266 AUC Test: 0.760, Explained Variance Score Test: 0.229 Bootstrap CV 97, alpha = (3000, 2, 1), R^2 train: 0.742, R^2 test: -0.067 Bootstrap CV 97, alpha = (3000, 2, 2), R^2 train: 0.523, R^2 test: -0.017 Bootstrap CV 97, alpha = (3000, 2, 5), R^2 train: 0.345, R^2 test: 0.127 Bootstrap CV 97, alpha = (3000, 2, 7), R^2 train: 0.316, R^2 test: 0.168 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.811, Explained Variance Score Train: 0.316 AUC Validation: 0.707, Explained Variance Score Validation: 0.168 AUC Test: 0.736, Explained Variance Score Test: 0.215 total Variables 1 and total subjects: 1751 ->AUC validation: 0.717 95% CI: [0.704 , 0.730] ->AUC test: 0.746 95% CI: [0.743 , 0.748] ->R^2 validation: 0.184 95% CI: [0.163 , 0.205] ->R^2 test: 0.238 95% CI: [0.233 , 0.244] ->Explained Variance validation: 0.169 95% CI: [0.147 , 0.192] ->Explained Variance test: 0.235 95% CI: [0.229 , 0.240] Test set metrics: @threshold:2.849, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:1.849, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:1.833, sens:0.060, spec:0.985, ppv:0.556, acc:0.766, f1:0.109, mcc:0.035, total+:9, total-:341 @threshold:1.802, sens:0.108, spec:0.985, ppv:0.692, acc:0.777, f1:0.188, mcc:0.060, total+:13, total-:337 @threshold:1.780, sens:0.120, spec:0.985, ppv:0.714, acc:0.780, f1:0.206, mcc:0.065, total+:14, total-:336 @threshold:1.708, sens:0.133, spec:0.978, ppv:0.647, acc:0.777, f1:0.220, mcc:0.041, total+:17, total-:333 @threshold:1.703, sens:0.157, spec:0.978, ppv:0.684, acc:0.783, f1:0.255, mcc:0.048, total+:19, total-:331 @threshold:1.662, sens:0.169, spec:0.978, ppv:0.700, acc:0.786, f1:0.272, mcc:0.051, total+:20, total-:330 @threshold:1.650, sens:0.193, spec:0.974, ppv:0.696, acc:0.789, f1:0.302, mcc:0.046, total+:23, total-:327 @threshold:1.619, sens:0.205, spec:0.966, ppv:0.654, acc:0.786, f1:0.312, mcc:0.035, total+:26, total-:324 @threshold:1.614, sens:0.217, spec:0.963, ppv:0.643, acc:0.786, f1:0.324, mcc:0.032, total+:28, total-:322 @threshold:1.610, sens:0.229, spec:0.963, ppv:0.655, acc:0.789, f1:0.339, mcc:0.034, total+:29, total-:321 @threshold:1.416, sens:0.229, spec:0.959, ppv:0.633, acc:0.786, f1:0.336, mcc:0.030, total+:30, total-:320 @threshold:1.416, sens:0.229, spec:0.951, ppv:0.594, acc:0.780, f1:0.330, mcc:0.023, total+:32, total-:318 @threshold:1.381, sens:0.229, spec:0.948, ppv:0.576, acc:0.777, f1:0.328, mcc:0.021, total+:33, total-:317 @threshold:1.347, sens:0.241, spec:0.944, ppv:0.571, acc:0.777, f1:0.339, mcc:0.020, total+:35, total-:315 @threshold:1.337, sens:0.265, spec:0.944, ppv:0.595, acc:0.783, f1:0.367, mcc:0.022, total+:37, total-:313 @threshold:1.336, sens:0.289, spec:0.940, ppv:0.600, acc:0.786, f1:0.390, mcc:0.022, total+:40, total-:310 @threshold:1.207, sens:0.301, spec:0.933, ppv:0.581, acc:0.783, f1:0.397, mcc:0.019, total+:43, total-:307 @threshold:0.643, sens:0.301, spec:0.929, ppv:0.568, acc:0.780, f1:0.394, mcc:0.018, total+:44, total-:306 @threshold:0.620, sens:0.313, spec:0.921, ppv:0.553, acc:0.777, f1:0.400, mcc:0.016, total+:47, total-:303 @threshold:0.616, sens:0.313, spec:0.918, ppv:0.542, acc:0.774, f1:0.397, mcc:0.015, total+:48, total-:302 @threshold:0.603, sens:0.337, spec:0.918, ppv:0.560, acc:0.780, f1:0.421, mcc:0.016, total+:50, total-:300 @threshold:0.560, sens:0.349, spec:0.914, ppv:0.558, acc:0.780, f1:0.430, mcc:0.016, total+:52, total-:298 @threshold:0.555, sens:0.361, spec:0.914, ppv:0.566, acc:0.783, f1:0.441, mcc:0.016, total+:53, total-:297 @threshold:0.515, sens:0.361, spec:0.910, ppv:0.556, acc:0.780, f1:0.438, mcc:0.015, total+:54, total-:296 @threshold:0.507, sens:0.361, spec:0.903, ppv:0.536, acc:0.774, f1:0.432, mcc:0.014, total+:56, total-:294 @threshold:0.501, sens:0.361, spec:0.899, ppv:0.526, acc:0.771, f1:0.429, mcc:0.013, total+:57, total-:293 @threshold:0.500, sens:0.386, spec:0.899, ppv:0.542, acc:0.777, f1:0.451, mcc:0.014, total+:59, total-:291 @threshold:0.496, sens:0.386, spec:0.895, ppv:0.533, acc:0.774, f1:0.448, mcc:0.013, total+:60, total-:290 @threshold:0.481, sens:0.410, spec:0.891, ppv:0.540, acc:0.777, f1:0.466, mcc:0.013, total+:63, total-:287 @threshold:0.480, sens:0.410, spec:0.888, ppv:0.531, acc:0.774, f1:0.463, mcc:0.013, total+:64, total-:286 @threshold:0.473, sens:0.410, spec:0.880, ppv:0.515, acc:0.769, f1:0.456, mcc:0.012, total+:66, total-:284 @threshold:0.466, sens:0.422, spec:0.876, ppv:0.515, acc:0.769, f1:0.464, mcc:0.011, total+:68, total-:282 @threshold:0.465, sens:0.434, spec:0.876, ppv:0.522, acc:0.771, f1:0.474, mcc:0.012, total+:69, total-:281 @threshold:0.465, sens:0.458, spec:0.861, ppv:0.507, acc:0.766, f1:0.481, mcc:0.011, total+:75, total-:275 @threshold:0.447, sens:0.458, spec:0.858, ppv:0.500, acc:0.763, f1:0.478, mcc:0.010, total+:76, total-:274 @threshold:0.447, sens:0.470, spec:0.854, ppv:0.500, acc:0.763, f1:0.484, mcc:0.010, total+:78, total-:272 @threshold:0.447, sens:0.470, spec:0.850, ppv:0.494, acc:0.760, f1:0.481, mcc:0.010, total+:79, total-:271 @threshold:0.437, sens:0.482, spec:0.846, ppv:0.494, acc:0.760, f1:0.488, mcc:0.010, total+:81, total-:269 @threshold:0.436, sens:0.482, spec:0.843, ppv:0.488, acc:0.757, f1:0.485, mcc:0.009, total+:82, total-:268 @threshold:0.436, sens:0.494, spec:0.843, ppv:0.494, acc:0.760, f1:0.494, mcc:0.010, total+:83, total-:267 @threshold:0.429, sens:0.518, spec:0.839, ppv:0.500, acc:0.763, f1:0.509, mcc:0.010, total+:86, total-:264 @threshold:0.426, sens:0.530, spec:0.839, ppv:0.506, acc:0.766, f1:0.518, mcc:0.010, total+:87, total-:263 @threshold:0.425, sens:0.542, spec:0.831, ppv:0.500, acc:0.763, f1:0.520, mcc:0.010, total+:90, total-:260 @threshold:0.424, sens:0.542, spec:0.828, ppv:0.495, acc:0.760, f1:0.517, mcc:0.009, total+:91, total-:259 @threshold:0.072, sens:0.554, spec:0.824, ppv:0.495, acc:0.760, f1:0.523, mcc:0.009, total+:93, total-:257 @threshold:-0.085, sens:0.566, spec:0.820, ppv:0.495, acc:0.760, f1:0.528, mcc:0.009, total+:95, total-:255 @threshold:-0.085, sens:0.578, spec:0.820, ppv:0.500, acc:0.763, f1:0.536, mcc:0.009, total+:96, total-:254 @threshold:-0.085, sens:0.578, spec:0.816, ppv:0.495, acc:0.760, f1:0.533, mcc:0.009, total+:97, total-:253 @threshold:-0.086, sens:0.578, spec:0.805, ppv:0.480, acc:0.751, f1:0.525, mcc:0.008, total+:100, total-:250 @threshold:-0.087, sens:0.578, spec:0.801, ppv:0.475, acc:0.749, f1:0.522, mcc:0.008, total+:101, total-:249 @threshold:-0.088, sens:0.590, spec:0.801, ppv:0.480, acc:0.751, f1:0.530, mcc:0.008, total+:102, total-:248 @threshold:-0.089, sens:0.783, spec:0.584, ppv:0.369, acc:0.631, f1:0.502, mcc:0.004, total+:176, total-:174 @threshold:-0.094, sens:0.783, spec:0.566, ppv:0.359, acc:0.617, f1:0.492, mcc:0.004, total+:181, total-:169 @threshold:-0.095, sens:0.783, spec:0.562, ppv:0.357, acc:0.614, f1:0.491, mcc:0.004, total+:182, total-:168 @threshold:-0.100, sens:0.783, spec:0.551, ppv:0.351, acc:0.606, f1:0.485, mcc:0.003, total+:185, total-:165 @threshold:-0.122, sens:0.783, spec:0.547, ppv:0.349, acc:0.603, f1:0.483, mcc:0.003, total+:186, total-:164 @threshold:-0.122, sens:0.795, spec:0.547, ppv:0.353, acc:0.606, f1:0.489, mcc:0.003, total+:187, total-:163 @threshold:-0.154, sens:0.807, spec:0.543, ppv:0.354, acc:0.606, f1:0.493, mcc:0.004, total+:189, total-:161 @threshold:-0.154, sens:0.819, spec:0.543, ppv:0.358, acc:0.609, f1:0.498, mcc:0.004, total+:190, total-:160 @threshold:-0.156, sens:0.819, spec:0.536, ppv:0.354, acc:0.603, f1:0.495, mcc:0.004, total+:192, total-:158 @threshold:-0.189, sens:0.819, spec:0.532, ppv:0.352, acc:0.600, f1:0.493, mcc:0.003, total+:193, total-:157 @threshold:-0.200, sens:0.819, spec:0.524, ppv:0.349, acc:0.594, f1:0.489, mcc:0.003, total+:195, total-:155 @threshold:-0.204, sens:0.819, spec:0.521, ppv:0.347, acc:0.591, f1:0.487, mcc:0.003, total+:196, total-:154 @threshold:-0.211, sens:0.831, spec:0.521, ppv:0.350, acc:0.594, f1:0.493, mcc:0.003, total+:197, total-:153 @threshold:-0.213, sens:0.843, spec:0.509, ppv:0.348, acc:0.589, f1:0.493, mcc:0.003, total+:201, total-:149 @threshold:-0.224, sens:0.843, spec:0.498, ppv:0.343, acc:0.580, f1:0.488, mcc:0.003, total+:204, total-:146 @threshold:-0.224, sens:0.843, spec:0.491, ppv:0.340, acc:0.574, f1:0.484, mcc:0.003, total+:206, total-:144 @threshold:-0.225, sens:0.843, spec:0.487, ppv:0.338, acc:0.571, f1:0.483, mcc:0.003, total+:207, total-:143 @threshold:-0.228, sens:0.855, spec:0.487, ppv:0.341, acc:0.574, f1:0.488, mcc:0.003, total+:208, total-:142 @threshold:-0.228, sens:0.855, spec:0.483, ppv:0.340, acc:0.571, f1:0.486, mcc:0.003, total+:209, total-:141 @threshold:-0.230, sens:0.855, spec:0.472, ppv:0.335, acc:0.563, f1:0.481, mcc:0.003, total+:212, total-:138 @threshold:-0.231, sens:0.855, spec:0.468, ppv:0.333, acc:0.560, f1:0.480, mcc:0.003, total+:213, total-:137 @threshold:-0.240, sens:0.855, spec:0.457, ppv:0.329, acc:0.551, f1:0.475, mcc:0.003, total+:216, total-:134 @threshold:-0.240, sens:0.855, spec:0.453, ppv:0.327, acc:0.549, f1:0.473, mcc:0.003, total+:217, total-:133 @threshold:-0.240, sens:0.855, spec:0.446, ppv:0.324, acc:0.543, f1:0.470, mcc:0.003, total+:219, total-:131 @threshold:-0.243, sens:0.880, spec:0.431, ppv:0.324, acc:0.537, f1:0.474, mcc:0.003, total+:225, total-:125 @threshold:-0.269, sens:0.904, spec:0.427, ppv:0.329, acc:0.540, f1:0.482, mcc:0.003, total+:228, total-:122 @threshold:-0.272, sens:0.916, spec:0.427, ppv:0.332, acc:0.543, f1:0.487, mcc:0.003, total+:229, total-:121 @threshold:-0.273, sens:0.916, spec:0.419, ppv:0.329, acc:0.537, f1:0.484, mcc:0.003, total+:231, total-:119 @threshold:-0.279, sens:0.916, spec:0.416, ppv:0.328, acc:0.534, f1:0.483, mcc:0.003, total+:232, total-:118 @threshold:-0.398, sens:0.916, spec:0.390, ppv:0.318, acc:0.514, f1:0.472, mcc:0.003, total+:239, total-:111 @threshold:-0.403, sens:0.916, spec:0.386, ppv:0.317, acc:0.511, f1:0.471, mcc:0.003, total+:240, total-:110 @threshold:-0.404, sens:0.916, spec:0.375, ppv:0.313, acc:0.503, f1:0.466, mcc:0.003, total+:243, total-:107 @threshold:-0.414, sens:0.916, spec:0.363, ppv:0.309, acc:0.494, f1:0.462, mcc:0.003, total+:246, total-:104 @threshold:-0.414, sens:0.916, spec:0.356, ppv:0.306, acc:0.489, f1:0.459, mcc:0.003, total+:248, total-:102 @threshold:-0.449, sens:0.928, spec:0.345, ppv:0.306, acc:0.483, f1:0.460, mcc:0.003, total+:252, total-:98 @threshold:-0.459, sens:0.928, spec:0.341, ppv:0.304, acc:0.480, f1:0.458, mcc:0.003, total+:253, total-:97 @threshold:-0.463, sens:0.940, spec:0.341, ppv:0.307, acc:0.483, f1:0.463, mcc:0.003, total+:254, total-:96 @threshold:-0.464, sens:0.952, spec:0.330, ppv:0.306, acc:0.477, f1:0.463, mcc:0.003, total+:258, total-:92 @threshold:-0.464, sens:0.952, spec:0.318, ppv:0.303, acc:0.469, f1:0.459, mcc:0.003, total+:261, total-:89 @threshold:-0.465, sens:0.952, spec:0.315, ppv:0.302, acc:0.466, f1:0.458, mcc:0.003, total+:262, total-:88 @threshold:-0.468, sens:0.964, spec:0.300, ppv:0.300, acc:0.457, f1:0.457, mcc:0.003, total+:267, total-:83 @threshold:-0.469, sens:0.964, spec:0.296, ppv:0.299, acc:0.454, f1:0.456, mcc:0.003, total+:268, total-:82 @threshold:-0.470, sens:0.964, spec:0.288, ppv:0.296, acc:0.449, f1:0.453, mcc:0.003, total+:270, total-:80 @threshold:-0.485, sens:0.976, spec:0.288, ppv:0.299, acc:0.451, f1:0.458, mcc:0.003, total+:271, total-:79 @threshold:-0.486, sens:0.976, spec:0.277, ppv:0.296, acc:0.443, f1:0.454, mcc:0.003, total+:274, total-:76 @threshold:-0.510, sens:0.976, spec:0.270, ppv:0.293, acc:0.437, f1:0.451, mcc:0.003, total+:276, total-:74 @threshold:-0.519, sens:0.976, spec:0.266, ppv:0.292, acc:0.434, f1:0.450, mcc:0.003, total+:277, total-:73 @threshold:-0.521, sens:0.976, spec:0.247, ppv:0.287, acc:0.420, f1:0.444, mcc:0.002, total+:282, total-:68 @threshold:-0.524, sens:0.976, spec:0.243, ppv:0.286, acc:0.417, f1:0.443, mcc:0.002, total+:283, total-:67 @threshold:-0.541, sens:0.976, spec:0.176, ppv:0.269, acc:0.366, f1:0.422, mcc:0.002, total+:301, total-:49 @threshold:-0.544, sens:0.976, spec:0.172, ppv:0.268, acc:0.363, f1:0.421, mcc:0.002, total+:302, total-:48 @threshold:-0.547, sens:0.988, spec:0.161, ppv:0.268, acc:0.357, f1:0.422, mcc:0.002, total+:306, total-:44 @threshold:-0.552, sens:0.988, spec:0.139, ppv:0.263, acc:0.340, f1:0.415, mcc:0.002, total+:312, total-:38 @threshold:-0.554, sens:0.988, spec:0.135, ppv:0.262, acc:0.337, f1:0.414, mcc:0.002, total+:313, total-:37 @threshold:-0.561, sens:0.988, spec:0.124, ppv:0.259, acc:0.329, f1:0.411, mcc:0.002, total+:316, total-:34 @threshold:-0.561, sens:0.988, spec:0.120, ppv:0.259, acc:0.326, f1:0.410, mcc:0.002, total+:317, total-:33 @threshold:-0.562, sens:0.988, spec:0.109, ppv:0.256, acc:0.317, f1:0.407, mcc:0.002, total+:320, total-:30 @threshold:-0.572, sens:0.988, spec:0.105, ppv:0.255, acc:0.314, f1:0.406, mcc:0.002, total+:321, total-:29 @threshold:-0.595, sens:0.988, spec:0.082, ppv:0.251, acc:0.297, f1:0.400, mcc:0.002, total+:327, total-:23 @threshold:-0.599, sens:0.988, spec:0.071, ppv:0.248, acc:0.289, f1:0.397, mcc:0.002, total+:330, total-:20 @threshold:-0.616, sens:0.988, spec:0.052, ppv:0.245, acc:0.274, f1:0.392, mcc:0.002, total+:335, total-:15 @threshold:-0.618, sens:0.988, spec:0.049, ppv:0.244, acc:0.271, f1:0.391, mcc:0.001, total+:336, total-:14 @threshold:-0.692, sens:1.000, spec:0.015, ppv:0.240, acc:0.249, f1:0.387, mcc:0.002, total+:346, total-:4 @threshold:-0.695, sens:1.000, spec:0.011, ppv:0.239, acc:0.246, f1:0.386, mcc:0.002, total+:347, total-:3 @threshold:-0.696, sens:1.000, spec:0.004, ppv:0.238, acc:0.240, f1:0.384, mcc:0.002, total+:349, total-:1 * Vital: BMI-avg19to24 | coef 1.000 95% CI: [1.000 , 1.000] | OR_adj 2.718 [2.718 2.718] | occ: 1397 | OR_unadj: 4.344 [3.423 5.512] | indivs AUC:0.762 Correlated most with: Vital : 1.0 Time to run analysis 0:06:07.179891 Total Time elapsed 6:02:55.576625 ----------------------------------------------------- boys no_min bmi_19_24 gradientboost regression Running batch 1 of 7 with 16 nodes Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.461, R^2 test: 0.143 Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.461, R^2 test: 0.143 Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.461, R^2 test: 0.143 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.838, Explained Variance Score Train: 0.470 AUC Validation: 0.705, Explained Variance Score Validation: 0.150 AUC Test: 0.766, Explained Variance Score Test: 0.214 Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.278, R^2 test: 0.186 Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.278, R^2 test: 0.186 Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.278, R^2 test: 0.186 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.833, Explained Variance Score Train: 0.314 AUC Validation: 0.706, Explained Variance Score Validation: 0.231 AUC Test: 0.729, Explained Variance Score Test: 0.180 Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.476, R^2 test: 0.041 Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.482, R^2 test: 0.062 Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.482, R^2 test: 0.062 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.801, Explained Variance Score Train: 0.503 AUC Validation: 0.747, Explained Variance Score Validation: 0.108 AUC Test: 0.755, Explained Variance Score Test: 0.199 Bootstrap CV 11, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.375, R^2 test: 0.011 Bootstrap CV 11, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.375, R^2 test: 0.011 Bootstrap CV 11, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.375, R^2 test: 0.011 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.824, Explained Variance Score Train: 0.415 AUC Validation: 0.745, Explained Variance Score Validation: 0.151 AUC Test: 0.747, Explained Variance Score Test: 0.178 Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.308, R^2 test: 0.108 Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.308, R^2 test: 0.108 Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.308, R^2 test: 0.108 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.840, Explained Variance Score Train: 0.344 AUC Validation: 0.706, Explained Variance Score Validation: 0.158 AUC Test: 0.713, Explained Variance Score Test: 0.164 Bootstrap CV 15, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.363, R^2 test: -0.032 Bootstrap CV 15, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.363, R^2 test: -0.032 Bootstrap CV 15, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.363, R^2 test: -0.032 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.744, Explained Variance Score Train: 0.385 AUC Validation: 0.709, Explained Variance Score Validation: 0.057 AUC Test: 0.720, Explained Variance Score Test: 0.067 Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.539, R^2 test: -0.031 Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.539, R^2 test: -0.033 Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.539, R^2 test: -0.033 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.813, Explained Variance Score Train: 0.560 AUC Validation: 0.656, Explained Variance Score Validation: -0.015 AUC Test: 0.716, Explained Variance Score Test: 0.078 Bootstrap CV 10, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.329, R^2 test: 0.139 Bootstrap CV 10, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.329, R^2 test: 0.139 Bootstrap CV 10, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.329, R^2 test: 0.139 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.837, Explained Variance Score Train: 0.348 AUC Validation: 0.700, Explained Variance Score Validation: 0.148 AUC Test: 0.749, Explained Variance Score Test: 0.229 Bootstrap CV 12, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.437, R^2 test: -0.075 Bootstrap CV 12, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.437, R^2 test: -0.075 Bootstrap CV 12, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.437, R^2 test: -0.075 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.884, Explained Variance Score Train: 0.474 AUC Validation: 0.607, Explained Variance Score Validation: -0.036 AUC Test: 0.739, Explained Variance Score Test: 0.211 Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.304, R^2 test: 0.367 Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.304, R^2 test: 0.367 Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.304, R^2 test: 0.367 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.792, Explained Variance Score Train: 0.342 AUC Validation: 0.821, Explained Variance Score Validation: 0.419 AUC Test: 0.726, Explained Variance Score Test: 0.205 Bootstrap CV 13, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.274, R^2 test: 0.245 Bootstrap CV 13, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.274, R^2 test: 0.245 Bootstrap CV 13, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.274, R^2 test: 0.245 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.789, Explained Variance Score Train: 0.321 AUC Validation: 0.750, Explained Variance Score Validation: 0.290 AUC Test: 0.753, Explained Variance Score Test: 0.206 Bootstrap CV 14, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.385, R^2 test: 0.203 Bootstrap CV 14, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.385, R^2 test: 0.203 Bootstrap CV 14, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.385, R^2 test: 0.203 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.820, Explained Variance Score Train: 0.417 AUC Validation: 0.776, Explained Variance Score Validation: 0.226 AUC Test: 0.740, Explained Variance Score Test: 0.245 Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.367, R^2 test: -0.000 Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.370, R^2 test: -0.032 Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.369, R^2 test: -0.032 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.803, Explained Variance Score Train: 0.402 AUC Validation: 0.707, Explained Variance Score Validation: 0.055 AUC Test: 0.672, Explained Variance Score Test: 0.100 Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.141, R^2 test: 0.185 Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.183, R^2 test: 0.186 Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.197, R^2 test: 0.175 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.790, Explained Variance Score Train: 0.243 AUC Validation: 0.749, Explained Variance Score Validation: 0.228 AUC Test: 0.756, Explained Variance Score Test: 0.234 Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.317, R^2 test: 0.164 Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.317, R^2 test: 0.164 Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.317, R^2 test: 0.164 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.854, Explained Variance Score Train: 0.370 AUC Validation: 0.753, Explained Variance Score Validation: 0.250 AUC Test: 0.714, Explained Variance Score Test: 0.128 Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.481, R^2 test: 0.080 Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.485, R^2 test: 0.080 Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.490, R^2 test: 0.080 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.828, Explained Variance Score Train: 0.498 AUC Validation: 0.759, Explained Variance Score Validation: 0.150 AUC Test: 0.724, Explained Variance Score Test: 0.201 Running batch 2 of 7 with 16 nodes Bootstrap CV 23, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.431, R^2 test: 0.108 Bootstrap CV 23, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.431, R^2 test: 0.108 Bootstrap CV 23, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.431, R^2 test: 0.108 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.835, Explained Variance Score Train: 0.440 AUC Validation: 0.724, Explained Variance Score Validation: 0.157 AUC Test: 0.739, Explained Variance Score Test: 0.105 Bootstrap CV 20, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.418, R^2 test: 0.141 Bootstrap CV 20, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.418, R^2 test: 0.141 Bootstrap CV 20, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.418, R^2 test: 0.141 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.803, Explained Variance Score Train: 0.450 AUC Validation: 0.756, Explained Variance Score Validation: 0.143 AUC Test: 0.766, Explained Variance Score Test: 0.160 Bootstrap CV 25, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.356, R^2 test: -0.030 Bootstrap CV 25, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.356, R^2 test: -0.030 Bootstrap CV 25, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.356, R^2 test: -0.030 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.768, Explained Variance Score Train: 0.393 AUC Validation: 0.734, Explained Variance Score Validation: -0.023 AUC Test: 0.734, Explained Variance Score Test: 0.168 Bootstrap CV 19, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.241, R^2 test: 0.388 Bootstrap CV 19, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.241, R^2 test: 0.388 Bootstrap CV 19, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.241, R^2 test: 0.388 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.826, Explained Variance Score Train: 0.279 AUC Validation: 0.748, Explained Variance Score Validation: 0.403 AUC Test: 0.750, Explained Variance Score Test: 0.222 Bootstrap CV 27, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.214, R^2 test: 0.107 Bootstrap CV 27, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.214, R^2 test: 0.107 Bootstrap CV 27, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.214, R^2 test: 0.107 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.833, Explained Variance Score Train: 0.274 AUC Validation: 0.669, Explained Variance Score Validation: 0.165 AUC Test: 0.752, Explained Variance Score Test: 0.219 Bootstrap CV 28, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.277, R^2 test: 0.046 Bootstrap CV 28, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.278, R^2 test: 0.046 Bootstrap CV 28, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.291, R^2 test: 0.014 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.802, Explained Variance Score Train: 0.303 AUC Validation: 0.597, Explained Variance Score Validation: 0.076 AUC Test: 0.736, Explained Variance Score Test: 0.213 Bootstrap CV 30, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.268, R^2 test: 0.293 Bootstrap CV 30, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.268, R^2 test: 0.293 Bootstrap CV 30, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.268, R^2 test: 0.293 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.791, Explained Variance Score Train: 0.315 AUC Validation: 0.754, Explained Variance Score Validation: 0.346 AUC Test: 0.752, Explained Variance Score Test: 0.239 Bootstrap CV 31, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.360, R^2 test: 0.253 Bootstrap CV 31, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.360, R^2 test: 0.253 Bootstrap CV 31, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.360, R^2 test: 0.253 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.772, Explained Variance Score Train: 0.390 AUC Validation: 0.759, Explained Variance Score Validation: 0.281 AUC Test: 0.748, Explained Variance Score Test: 0.182 Bootstrap CV 26, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.397, R^2 test: 0.188 Bootstrap CV 26, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.397, R^2 test: 0.188 Bootstrap CV 26, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.397, R^2 test: 0.188 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.808, Explained Variance Score Train: 0.437 AUC Validation: 0.741, Explained Variance Score Validation: 0.214 AUC Test: 0.760, Explained Variance Score Test: 0.246 Bootstrap CV 16, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.381, R^2 test: 0.093 Bootstrap CV 16, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.410, R^2 test: 0.073 Bootstrap CV 16, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.430, R^2 test: 0.072 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.836, Explained Variance Score Train: 0.406 AUC Validation: 0.679, Explained Variance Score Validation: 0.135 AUC Test: 0.743, Explained Variance Score Test: 0.232 Bootstrap CV 22, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.329, R^2 test: -0.061 Bootstrap CV 22, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.329, R^2 test: -0.061 Bootstrap CV 22, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.329, R^2 test: -0.061 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.829, Explained Variance Score Train: 0.358 AUC Validation: 0.686, Explained Variance Score Validation: -0.031 AUC Test: 0.739, Explained Variance Score Test: 0.237 Bootstrap CV 29, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.193, R^2 test: 0.024 Bootstrap CV 29, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.197, R^2 test: 0.025 Bootstrap CV 29, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.197, R^2 test: 0.025 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.800, Explained Variance Score Train: 0.239 AUC Validation: 0.686, Explained Variance Score Validation: 0.131 AUC Test: 0.726, Explained Variance Score Test: 0.196 Bootstrap CV 18, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.497, R^2 test: 0.012 Bootstrap CV 18, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.504, R^2 test: 0.011 Bootstrap CV 18, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.504, R^2 test: 0.010 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.843, Explained Variance Score Train: 0.508 AUC Validation: 0.637, Explained Variance Score Validation: 0.014 AUC Test: 0.777, Explained Variance Score Test: 0.180 Bootstrap CV 17, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.277, R^2 test: 0.218 Bootstrap CV 17, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.277, R^2 test: 0.218 Bootstrap CV 17, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.277, R^2 test: 0.218 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.810, Explained Variance Score Train: 0.309 AUC Validation: 0.715, Explained Variance Score Validation: 0.231 AUC Test: 0.739, Explained Variance Score Test: 0.221 Bootstrap CV 21, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.337, R^2 test: -0.024 Bootstrap CV 21, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.337, R^2 test: -0.024 Bootstrap CV 21, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.337, R^2 test: -0.024 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.782, Explained Variance Score Train: 0.377 AUC Validation: 0.678, Explained Variance Score Validation: -0.006 AUC Test: 0.741, Explained Variance Score Test: 0.153 Bootstrap CV 24, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.443, R^2 test: -0.150 Bootstrap CV 24, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.443, R^2 test: -0.150 Bootstrap CV 24, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.443, R^2 test: -0.150 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.855, Explained Variance Score Train: 0.459 AUC Validation: 0.584, Explained Variance Score Validation: -0.036 AUC Test: 0.739, Explained Variance Score Test: 0.149 Running batch 3 of 7 with 16 nodes Bootstrap CV 38, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.335, R^2 test: 0.013 Bootstrap CV 38, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.335, R^2 test: 0.013 Bootstrap CV 38, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.335, R^2 test: 0.013 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.796, Explained Variance Score Train: 0.369 AUC Validation: 0.698, Explained Variance Score Validation: 0.057 AUC Test: 0.746, Explained Variance Score Test: 0.184 Bootstrap CV 47, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.333, R^2 test: 0.239 Bootstrap CV 47, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.333, R^2 test: 0.239 Bootstrap CV 47, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.333, R^2 test: 0.239 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.813, Explained Variance Score Train: 0.358 AUC Validation: 0.775, Explained Variance Score Validation: 0.306 AUC Test: 0.754, Explained Variance Score Test: 0.234 Bootstrap CV 32, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.378, R^2 test: 0.032 Bootstrap CV 32, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.378, R^2 test: 0.032 Bootstrap CV 32, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.378, R^2 test: 0.032 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.861, Explained Variance Score Train: 0.394 AUC Validation: 0.592, Explained Variance Score Validation: 0.071 AUC Test: 0.724, Explained Variance Score Test: 0.179 Bootstrap CV 44, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.397, R^2 test: 0.171 Bootstrap CV 44, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.397, R^2 test: 0.171 Bootstrap CV 44, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.397, R^2 test: 0.171 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.825, Explained Variance Score Train: 0.432 AUC Validation: 0.764, Explained Variance Score Validation: 0.210 AUC Test: 0.719, Explained Variance Score Test: 0.213 Bootstrap CV 42, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.345, R^2 test: 0.030 Bootstrap CV 42, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.345, R^2 test: 0.030 Bootstrap CV 42, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.345, R^2 test: 0.030 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.860, Explained Variance Score Train: 0.362 AUC Validation: 0.595, Explained Variance Score Validation: 0.064 AUC Test: 0.748, Explained Variance Score Test: 0.190 Bootstrap CV 40, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.373, R^2 test: 0.186 Bootstrap CV 40, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.373, R^2 test: 0.185 Bootstrap CV 40, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.380, R^2 test: 0.186 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.754, Explained Variance Score Train: 0.401 AUC Validation: 0.664, Explained Variance Score Validation: 0.192 AUC Test: 0.729, Explained Variance Score Test: 0.133 Bootstrap CV 36, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.396, R^2 test: 0.076 Bootstrap CV 36, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.396, R^2 test: 0.076 Bootstrap CV 36, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.396, R^2 test: 0.076 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.867, Explained Variance Score Train: 0.420 AUC Validation: 0.764, Explained Variance Score Validation: 0.083 AUC Test: 0.697, Explained Variance Score Test: 0.160 Bootstrap CV 35, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.288, R^2 test: 0.351 Bootstrap CV 35, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.288, R^2 test: 0.351 Bootstrap CV 35, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.288, R^2 test: 0.351 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.815, Explained Variance Score Train: 0.317 AUC Validation: 0.852, Explained Variance Score Validation: 0.376 AUC Test: 0.759, Explained Variance Score Test: 0.259 Bootstrap CV 39, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.228, R^2 test: 0.001 Bootstrap CV 39, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.228, R^2 test: 0.001 Bootstrap CV 39, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.228, R^2 test: 0.001 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.812, Explained Variance Score Train: 0.292 AUC Validation: 0.629, Explained Variance Score Validation: 0.149 AUC Test: 0.753, Explained Variance Score Test: 0.249 Bootstrap CV 37, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.293, R^2 test: 0.275 Bootstrap CV 37, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.293, R^2 test: 0.275 Bootstrap CV 37, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.293, R^2 test: 0.275 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.779, Explained Variance Score Train: 0.323 AUC Validation: 0.791, Explained Variance Score Validation: 0.376 AUC Test: 0.714, Explained Variance Score Test: 0.197 Bootstrap CV 46, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.327, R^2 test: -0.038 Bootstrap CV 46, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.327, R^2 test: -0.038 Bootstrap CV 46, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.327, R^2 test: -0.038 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.814, Explained Variance Score Train: 0.353 AUC Validation: 0.709, Explained Variance Score Validation: -0.033 AUC Test: 0.723, Explained Variance Score Test: 0.158 Bootstrap CV 41, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.403, R^2 test: 0.171 Bootstrap CV 41, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.403, R^2 test: 0.171 Bootstrap CV 41, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.403, R^2 test: 0.171 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.842, Explained Variance Score Train: 0.439 AUC Validation: 0.799, Explained Variance Score Validation: 0.224 AUC Test: 0.750, Explained Variance Score Test: 0.219 Bootstrap CV 34, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.449, R^2 test: -0.091 Bootstrap CV 34, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.449, R^2 test: -0.091 Bootstrap CV 34, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.449, R^2 test: -0.091 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.866, Explained Variance Score Train: 0.475 AUC Validation: 0.659, Explained Variance Score Validation: -0.078 AUC Test: 0.692, Explained Variance Score Test: 0.042 Bootstrap CV 45, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.260, R^2 test: 0.092 Bootstrap CV 45, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.260, R^2 test: 0.092 Bootstrap CV 45, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.260, R^2 test: 0.092 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.820, Explained Variance Score Train: 0.294 AUC Validation: 0.617, Explained Variance Score Validation: 0.121 AUC Test: 0.742, Explained Variance Score Test: 0.230 Bootstrap CV 33, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.547, R^2 test: 0.416 Bootstrap CV 33, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.552, R^2 test: 0.415 Bootstrap CV 33, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.556, R^2 test: 0.410 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.801, Explained Variance Score Train: 0.570 AUC Validation: 0.888, Explained Variance Score Validation: 0.417 AUC Test: 0.726, Explained Variance Score Test: 0.051 Bootstrap CV 43, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.362, R^2 test: 0.089 Bootstrap CV 43, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.362, R^2 test: 0.089 Bootstrap CV 43, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.362, R^2 test: 0.089 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.906, Explained Variance Score Train: 0.392 AUC Validation: 0.694, Explained Variance Score Validation: 0.100 AUC Test: 0.740, Explained Variance Score Test: 0.227 Running batch 4 of 7 with 16 nodes Bootstrap CV 56, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.270, R^2 test: 0.059 Bootstrap CV 56, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.270, R^2 test: 0.059 Bootstrap CV 56, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.270, R^2 test: 0.059 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.847, Explained Variance Score Train: 0.302 AUC Validation: 0.662, Explained Variance Score Validation: 0.176 AUC Test: 0.733, Explained Variance Score Test: 0.176 Bootstrap CV 50, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.487, R^2 test: 0.277 Bootstrap CV 50, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.487, R^2 test: 0.276 Bootstrap CV 50, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.487, R^2 test: 0.276 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.876, Explained Variance Score Train: 0.508 AUC Validation: 0.680, Explained Variance Score Validation: 0.285 AUC Test: 0.765, Explained Variance Score Test: 0.209 Bootstrap CV 54, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.404, R^2 test: 0.199 Bootstrap CV 54, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.406, R^2 test: 0.191 Bootstrap CV 54, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.407, R^2 test: 0.190 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.815, Explained Variance Score Train: 0.434 AUC Validation: 0.733, Explained Variance Score Validation: 0.199 AUC Test: 0.766, Explained Variance Score Test: 0.234 Bootstrap CV 62, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.354, R^2 test: 0.012 Bootstrap CV 62, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.354, R^2 test: 0.012 Bootstrap CV 62, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.354, R^2 test: 0.012 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.758, Explained Variance Score Train: 0.392 AUC Validation: 0.612, Explained Variance Score Validation: 0.080 AUC Test: 0.748, Explained Variance Score Test: 0.205 Bootstrap CV 51, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.553, R^2 test: -0.115 Bootstrap CV 51, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.553, R^2 test: -0.115 Bootstrap CV 51, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.553, R^2 test: -0.115 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.849, Explained Variance Score Train: 0.578 AUC Validation: 0.602, Explained Variance Score Validation: -0.052 AUC Test: 0.754, Explained Variance Score Test: 0.158 Bootstrap CV 61, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.305, R^2 test: -0.080 Bootstrap CV 61, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.305, R^2 test: -0.080 Bootstrap CV 61, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.305, R^2 test: -0.080 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.809, Explained Variance Score Train: 0.333 AUC Validation: 0.650, Explained Variance Score Validation: -0.063 AUC Test: 0.724, Explained Variance Score Test: 0.115 Bootstrap CV 52, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.423, R^2 test: 0.155 Bootstrap CV 52, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.423, R^2 test: 0.155 Bootstrap CV 52, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.423, R^2 test: 0.155 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.831, Explained Variance Score Train: 0.445 AUC Validation: 0.737, Explained Variance Score Validation: 0.193 AUC Test: 0.763, Explained Variance Score Test: 0.259 Bootstrap CV 49, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.217, R^2 test: 0.101 Bootstrap CV 49, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.217, R^2 test: 0.101 Bootstrap CV 49, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.217, R^2 test: 0.101 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.759, Explained Variance Score Train: 0.255 AUC Validation: 0.790, Explained Variance Score Validation: 0.191 AUC Test: 0.772, Explained Variance Score Test: 0.196 Bootstrap CV 60, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.399, R^2 test: 0.163 Bootstrap CV 60, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.399, R^2 test: 0.163 Bootstrap CV 60, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.399, R^2 test: 0.163 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.823, Explained Variance Score Train: 0.422 AUC Validation: 0.545, Explained Variance Score Validation: 0.178 AUC Test: 0.754, Explained Variance Score Test: 0.195 Bootstrap CV 58, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.365, R^2 test: 0.123 Bootstrap CV 58, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.365, R^2 test: 0.123 Bootstrap CV 58, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.365, R^2 test: 0.123 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.772, Explained Variance Score Train: 0.390 AUC Validation: 0.640, Explained Variance Score Validation: 0.124 AUC Test: 0.773, Explained Variance Score Test: 0.223 Bootstrap CV 48, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.330, R^2 test: 0.141 Bootstrap CV 48, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.371, R^2 test: 0.132 Bootstrap CV 48, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.381, R^2 test: 0.131 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.763, Explained Variance Score Train: 0.361 AUC Validation: 0.694, Explained Variance Score Validation: 0.152 AUC Test: 0.757, Explained Variance Score Test: 0.253 Bootstrap CV 53, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.528, R^2 test: 0.082 Bootstrap CV 53, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.530, R^2 test: 0.081 Bootstrap CV 53, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.531, R^2 test: 0.081 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.854, Explained Variance Score Train: 0.542 AUC Validation: 0.676, Explained Variance Score Validation: 0.140 AUC Test: 0.728, Explained Variance Score Test: -0.020 Bootstrap CV 63, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.424, R^2 test: 0.066 Bootstrap CV 63, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.427, R^2 test: 0.066 Bootstrap CV 63, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.427, R^2 test: 0.066 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.788, Explained Variance Score Train: 0.441 AUC Validation: 0.704, Explained Variance Score Validation: 0.089 AUC Test: 0.711, Explained Variance Score Test: 0.196 Bootstrap CV 55, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.421, R^2 test: 0.067 Bootstrap CV 55, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.421, R^2 test: 0.067 Bootstrap CV 55, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.421, R^2 test: 0.067 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.834, Explained Variance Score Train: 0.445 AUC Validation: 0.716, Explained Variance Score Validation: 0.079 AUC Test: 0.699, Explained Variance Score Test: 0.170 Bootstrap CV 59, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.339, R^2 test: 0.184 Bootstrap CV 59, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.339, R^2 test: 0.184 Bootstrap CV 59, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.339, R^2 test: 0.184 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.732, Explained Variance Score Train: 0.377 AUC Validation: 0.786, Explained Variance Score Validation: 0.225 AUC Test: 0.739, Explained Variance Score Test: 0.138 Bootstrap CV 57, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.354, R^2 test: 0.188 Bootstrap CV 57, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.354, R^2 test: 0.188 Bootstrap CV 57, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.354, R^2 test: 0.188 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.763, Explained Variance Score Train: 0.401 AUC Validation: 0.872, Explained Variance Score Validation: 0.264 AUC Test: 0.751, Explained Variance Score Test: 0.235 Running batch 5 of 7 with 16 nodes Bootstrap CV 71, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.348, R^2 test: 0.141 Bootstrap CV 71, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.348, R^2 test: 0.141 Bootstrap CV 71, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.348, R^2 test: 0.141 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.809, Explained Variance Score Train: 0.384 AUC Validation: 0.681, Explained Variance Score Validation: 0.218 AUC Test: 0.715, Explained Variance Score Test: 0.195 Bootstrap CV 74, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.321, R^2 test: 0.085 Bootstrap CV 74, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.321, R^2 test: 0.085 Bootstrap CV 74, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.321, R^2 test: 0.085 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.827, Explained Variance Score Train: 0.363 AUC Validation: 0.693, Explained Variance Score Validation: 0.166 AUC Test: 0.747, Explained Variance Score Test: 0.234 Bootstrap CV 73, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.253, R^2 test: 0.112 Bootstrap CV 73, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.253, R^2 test: 0.112 Bootstrap CV 73, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.253, R^2 test: 0.112 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.786, Explained Variance Score Train: 0.282 AUC Validation: 0.709, Explained Variance Score Validation: 0.164 AUC Test: 0.690, Explained Variance Score Test: 0.159 Bootstrap CV 76, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.262, R^2 test: 0.137 Bootstrap CV 76, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.262, R^2 test: 0.137 Bootstrap CV 76, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.262, R^2 test: 0.137 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.815, Explained Variance Score Train: 0.298 AUC Validation: 0.724, Explained Variance Score Validation: 0.159 AUC Test: 0.752, Explained Variance Score Test: 0.228 Bootstrap CV 64, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.281, R^2 test: 0.044 Bootstrap CV 64, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.281, R^2 test: 0.044 Bootstrap CV 64, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.281, R^2 test: 0.044 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.810, Explained Variance Score Train: 0.328 AUC Validation: 0.706, Explained Variance Score Validation: 0.044 AUC Test: 0.728, Explained Variance Score Test: 0.155 Bootstrap CV 69, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.201, R^2 test: 0.132 Bootstrap CV 69, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.201, R^2 test: 0.132 Bootstrap CV 69, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.201, R^2 test: 0.132 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.764, Explained Variance Score Train: 0.237 AUC Validation: 0.670, Explained Variance Score Validation: 0.150 AUC Test: 0.734, Explained Variance Score Test: 0.189 Bootstrap CV 67, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.386, R^2 test: 0.187 Bootstrap CV 67, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.386, R^2 test: 0.187 Bootstrap CV 67, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.386, R^2 test: 0.187 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.741, Explained Variance Score Train: 0.406 AUC Validation: 0.829, Explained Variance Score Validation: 0.213 AUC Test: 0.730, Explained Variance Score Test: 0.199 Bootstrap CV 70, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.318, R^2 test: 0.156 Bootstrap CV 70, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.318, R^2 test: 0.156 Bootstrap CV 70, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.318, R^2 test: 0.156 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.801, Explained Variance Score Train: 0.329 AUC Validation: 0.725, Explained Variance Score Validation: 0.227 AUC Test: 0.697, Explained Variance Score Test: 0.188 Bootstrap CV 66, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.368, R^2 test: 0.233 Bootstrap CV 66, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.368, R^2 test: 0.233 Bootstrap CV 66, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.368, R^2 test: 0.233 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.782, Explained Variance Score Train: 0.387 AUC Validation: 0.777, Explained Variance Score Validation: 0.242 AUC Test: 0.766, Explained Variance Score Test: 0.229 Bootstrap CV 68, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.260, R^2 test: 0.085 Bootstrap CV 68, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.260, R^2 test: 0.085 Bootstrap CV 68, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.260, R^2 test: 0.085 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.802, Explained Variance Score Train: 0.292 AUC Validation: 0.721, Explained Variance Score Validation: 0.178 AUC Test: 0.728, Explained Variance Score Test: 0.206 Bootstrap CV 65, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.325, R^2 test: 0.052 Bootstrap CV 65, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.325, R^2 test: 0.052 Bootstrap CV 65, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.325, R^2 test: 0.052 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.787, Explained Variance Score Train: 0.368 AUC Validation: 0.714, Explained Variance Score Validation: 0.128 AUC Test: 0.729, Explained Variance Score Test: 0.187 Bootstrap CV 78, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.356, R^2 test: 0.287 Bootstrap CV 78, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.373, R^2 test: 0.324 Bootstrap CV 78, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.373, R^2 test: 0.324 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.766, Explained Variance Score Train: 0.370 AUC Validation: 0.760, Explained Variance Score Validation: 0.322 AUC Test: 0.724, Explained Variance Score Test: 0.206 Bootstrap CV 72, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.268, R^2 test: 0.029 Bootstrap CV 72, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.287, R^2 test: 0.030 Bootstrap CV 72, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.298, R^2 test: 0.026 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.783, Explained Variance Score Train: 0.316 AUC Validation: 0.692, Explained Variance Score Validation: 0.086 AUC Test: 0.700, Explained Variance Score Test: 0.167 Bootstrap CV 77, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.514, R^2 test: 0.105 Bootstrap CV 77, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.514, R^2 test: 0.105 Bootstrap CV 77, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.514, R^2 test: 0.105 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.837, Explained Variance Score Train: 0.528 AUC Validation: 0.675, Explained Variance Score Validation: 0.124 AUC Test: 0.720, Explained Variance Score Test: 0.146 Bootstrap CV 75, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.296, R^2 test: 0.068 Bootstrap CV 75, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.296, R^2 test: 0.068 Bootstrap CV 75, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.296, R^2 test: 0.068 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.814, Explained Variance Score Train: 0.359 AUC Validation: 0.675, Explained Variance Score Validation: 0.109 AUC Test: 0.718, Explained Variance Score Test: 0.149 Bootstrap CV 79, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.448, R^2 test: -0.006 Bootstrap CV 79, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.451, R^2 test: -0.009 Bootstrap CV 79, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.451, R^2 test: -0.009 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.793, Explained Variance Score Train: 0.472 AUC Validation: 0.712, Explained Variance Score Validation: 0.016 AUC Test: 0.677, Explained Variance Score Test: 0.073 Running batch 6 of 7 with 16 nodes Bootstrap CV 92, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.357, R^2 test: 0.004 Bootstrap CV 92, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.357, R^2 test: 0.004 Bootstrap CV 92, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.357, R^2 test: 0.004 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.845, Explained Variance Score Train: 0.379 AUC Validation: 0.671, Explained Variance Score Validation: 0.095 AUC Test: 0.724, Explained Variance Score Test: 0.208 Bootstrap CV 81, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.271, R^2 test: -0.001 Bootstrap CV 81, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.271, R^2 test: -0.001 Bootstrap CV 81, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.271, R^2 test: -0.001 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.815, Explained Variance Score Train: 0.297 AUC Validation: 0.601, Explained Variance Score Validation: 0.005 AUC Test: 0.734, Explained Variance Score Test: 0.198 Bootstrap CV 85, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.347, R^2 test: 0.143 Bootstrap CV 85, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.347, R^2 test: 0.143 Bootstrap CV 85, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.347, R^2 test: 0.143 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.790, Explained Variance Score Train: 0.390 AUC Validation: 0.686, Explained Variance Score Validation: 0.184 AUC Test: 0.721, Explained Variance Score Test: 0.156 Bootstrap CV 90, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.410, R^2 test: 0.103 Bootstrap CV 90, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.410, R^2 test: 0.103 Bootstrap CV 90, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.410, R^2 test: 0.103 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.820, Explained Variance Score Train: 0.455 AUC Validation: 0.631, Explained Variance Score Validation: 0.179 AUC Test: 0.747, Explained Variance Score Test: 0.230 Bootstrap CV 95, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.354, R^2 test: -0.005 Bootstrap CV 95, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.354, R^2 test: -0.005 Bootstrap CV 95, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.354, R^2 test: -0.005 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.843, Explained Variance Score Train: 0.371 AUC Validation: 0.645, Explained Variance Score Validation: 0.026 AUC Test: 0.709, Explained Variance Score Test: 0.108 Bootstrap CV 89, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.395, R^2 test: 0.307 Bootstrap CV 89, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.395, R^2 test: 0.307 Bootstrap CV 89, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.395, R^2 test: 0.307 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.781, Explained Variance Score Train: 0.419 AUC Validation: 0.724, Explained Variance Score Validation: 0.339 AUC Test: 0.772, Explained Variance Score Test: 0.226 Bootstrap CV 83, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.350, R^2 test: 0.332 Bootstrap CV 83, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.350, R^2 test: 0.332 Bootstrap CV 83, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.350, R^2 test: 0.332 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.831, Explained Variance Score Train: 0.388 AUC Validation: 0.865, Explained Variance Score Validation: 0.343 AUC Test: 0.749, Explained Variance Score Test: 0.204 Bootstrap CV 82, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.412, R^2 test: 0.137 Bootstrap CV 82, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.416, R^2 test: 0.142 Bootstrap CV 82, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.425, R^2 test: 0.143 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.816, Explained Variance Score Train: 0.432 AUC Validation: 0.722, Explained Variance Score Validation: 0.209 AUC Test: 0.748, Explained Variance Score Test: 0.190 Bootstrap CV 84, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.314, R^2 test: 0.139 Bootstrap CV 84, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.314, R^2 test: 0.139 Bootstrap CV 84, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.314, R^2 test: 0.139 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.784, Explained Variance Score Train: 0.355 AUC Validation: 0.821, Explained Variance Score Validation: 0.200 AUC Test: 0.757, Explained Variance Score Test: 0.198 Bootstrap CV 88, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.257, R^2 test: 0.093 Bootstrap CV 88, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.257, R^2 test: 0.093 Bootstrap CV 88, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.257, R^2 test: 0.093 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.822, Explained Variance Score Train: 0.289 AUC Validation: 0.772, Explained Variance Score Validation: 0.126 AUC Test: 0.743, Explained Variance Score Test: 0.215 Bootstrap CV 93, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.466, R^2 test: 0.126 Bootstrap CV 93, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.466, R^2 test: 0.126 Bootstrap CV 93, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.466, R^2 test: 0.126 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.825, Explained Variance Score Train: 0.483 AUC Validation: 0.726, Explained Variance Score Validation: 0.152 AUC Test: 0.760, Explained Variance Score Test: 0.249 Bootstrap CV 87, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.497, R^2 test: 0.006 Bootstrap CV 87, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.498, R^2 test: 0.006 Bootstrap CV 87, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.498, R^2 test: 0.006 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.823, Explained Variance Score Train: 0.521 AUC Validation: 0.664, Explained Variance Score Validation: 0.051 AUC Test: 0.721, Explained Variance Score Test: 0.118 Bootstrap CV 94, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.372, R^2 test: 0.212 Bootstrap CV 94, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.374, R^2 test: 0.217 Bootstrap CV 94, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.374, R^2 test: 0.217 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.826, Explained Variance Score Train: 0.414 AUC Validation: 0.730, Explained Variance Score Validation: 0.216 AUC Test: 0.745, Explained Variance Score Test: 0.235 Bootstrap CV 91, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.277, R^2 test: 0.094 Bootstrap CV 91, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.277, R^2 test: 0.094 Bootstrap CV 91, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.277, R^2 test: 0.093 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.823, Explained Variance Score Train: 0.332 AUC Validation: 0.630, Explained Variance Score Validation: 0.111 AUC Test: 0.740, Explained Variance Score Test: 0.156 Bootstrap CV 80, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.284, R^2 test: 0.099 Bootstrap CV 80, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.284, R^2 test: 0.099 Bootstrap CV 80, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.284, R^2 test: 0.099 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.693, Explained Variance Score Train: 0.319 AUC Validation: 0.722, Explained Variance Score Validation: 0.139 AUC Test: 0.744, Explained Variance Score Test: 0.199 Bootstrap CV 86, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.356, R^2 test: 0.136 Bootstrap CV 86, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.360, R^2 test: 0.132 Bootstrap CV 86, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.381, R^2 test: 0.126 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.807, Explained Variance Score Train: 0.423 AUC Validation: 0.755, Explained Variance Score Validation: 0.141 AUC Test: 0.745, Explained Variance Score Test: 0.170 Running batch 7 of 7 with 4 nodes Bootstrap CV 98, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.479, R^2 test: 0.219 Bootstrap CV 98, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.479, R^2 test: 0.219 Bootstrap CV 98, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.479, R^2 test: 0.219 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.826, Explained Variance Score Train: 0.492 AUC Validation: 0.791, Explained Variance Score Validation: 0.224 AUC Test: 0.701, Explained Variance Score Test: 0.093 Bootstrap CV 99, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.397, R^2 test: 0.018 Bootstrap CV 99, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.402, R^2 test: -0.002 Bootstrap CV 99, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.402, R^2 test: -0.003 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.741, Explained Variance Score Train: 0.442 AUC Validation: 0.651, Explained Variance Score Validation: 0.057 AUC Test: 0.703, Explained Variance Score Test: 0.130 Bootstrap CV 96, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.360, R^2 test: -0.017 Bootstrap CV 96, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.360, R^2 test: -0.017 Bootstrap CV 96, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.360, R^2 test: -0.017 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.835, Explained Variance Score Train: 0.405 AUC Validation: 0.700, Explained Variance Score Validation: -0.004 AUC Test: 0.738, Explained Variance Score Test: 0.191 Bootstrap CV 97, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.423, R^2 test: 0.018 Bootstrap CV 97, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.434, R^2 test: 0.013 Bootstrap CV 97, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.444, R^2 test: 0.008 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.838, Explained Variance Score Train: 0.465 AUC Validation: 0.746, Explained Variance Score Validation: 0.085 AUC Test: 0.722, Explained Variance Score Test: 0.134 total Variables 1 and total subjects: 1751 ->AUC validation: 0.710 95% CI: [0.698 , 0.723] ->AUC test: 0.736 95% CI: [0.732 , 0.740] ->R^2 validation: 0.151 95% CI: [0.129 , 0.173] ->R^2 test: 0.183 95% CI: [0.173 , 0.194] ->Explained Variance validation: 0.110 95% CI: [0.088 , 0.132] ->Explained Variance test: 0.147 95% CI: [0.137 , 0.157] Test set metrics: @threshold:2.975, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:1.975, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:1.004, sens:0.036, spec:0.985, ppv:0.429, acc:0.760, f1:0.067, mcc:0.018, total+:7, total-:343 @threshold:0.828, sens:0.048, spec:0.981, ppv:0.444, acc:0.760, f1:0.087, mcc:0.018, total+:9, total-:341 @threshold:0.659, sens:0.096, spec:0.981, ppv:0.615, acc:0.771, f1:0.167, mcc:0.040, total+:13, total-:337 @threshold:0.605, sens:0.145, spec:0.966, ppv:0.571, acc:0.771, f1:0.231, mcc:0.025, total+:21, total-:329 @threshold:0.444, sens:0.157, spec:0.963, ppv:0.565, acc:0.771, f1:0.245, mcc:0.024, total+:23, total-:327 @threshold:0.355, sens:0.217, spec:0.929, ppv:0.486, acc:0.760, f1:0.300, mcc:0.012, total+:37, total-:313 @threshold:0.321, sens:0.217, spec:0.895, ppv:0.391, acc:0.734, f1:0.279, mcc:0.006, total+:46, total-:304 @threshold:0.237, sens:0.241, spec:0.891, ppv:0.408, acc:0.737, f1:0.303, mcc:0.007, total+:49, total-:301 @threshold:0.236, sens:0.301, spec:0.873, ppv:0.424, acc:0.737, f1:0.352, mcc:0.007, total+:59, total-:291 @threshold:0.204, sens:0.301, spec:0.861, ppv:0.403, acc:0.729, f1:0.345, mcc:0.006, total+:62, total-:288 @threshold:0.100, sens:0.301, spec:0.854, ppv:0.391, acc:0.723, f1:0.340, mcc:0.005, total+:64, total-:286 @threshold:0.079, sens:0.337, spec:0.809, ppv:0.354, acc:0.697, f1:0.346, mcc:0.004, total+:79, total-:271 @threshold:0.070, sens:0.386, spec:0.794, ppv:0.368, acc:0.697, f1:0.376, mcc:0.004, total+:87, total-:263 @threshold:0.017, sens:0.386, spec:0.779, ppv:0.352, acc:0.686, f1:0.368, mcc:0.003, total+:91, total-:259 @threshold:-0.006, sens:0.422, spec:0.775, ppv:0.368, acc:0.691, f1:0.393, mcc:0.004, total+:95, total-:255 @threshold:-0.016, sens:0.446, spec:0.772, ppv:0.378, acc:0.694, f1:0.409, mcc:0.004, total+:98, total-:252 @threshold:-0.023, sens:0.470, spec:0.760, ppv:0.379, acc:0.691, f1:0.419, mcc:0.004, total+:103, total-:247 @threshold:-0.064, sens:0.470, spec:0.749, ppv:0.368, acc:0.683, f1:0.413, mcc:0.004, total+:106, total-:244 @threshold:-0.074, sens:0.506, spec:0.734, ppv:0.372, acc:0.680, f1:0.429, mcc:0.004, total+:113, total-:237 @threshold:-0.081, sens:0.506, spec:0.712, ppv:0.353, acc:0.663, f1:0.416, mcc:0.003, total+:119, total-:231 @threshold:-0.105, sens:0.542, spec:0.700, ppv:0.360, acc:0.663, f1:0.433, mcc:0.004, total+:125, total-:225 @threshold:-0.119, sens:0.578, spec:0.700, ppv:0.375, acc:0.671, f1:0.455, mcc:0.004, total+:128, total-:222 @threshold:-0.128, sens:0.578, spec:0.693, ppv:0.369, acc:0.666, f1:0.451, mcc:0.004, total+:130, total-:220 @threshold:-0.130, sens:0.614, spec:0.652, ppv:0.354, acc:0.643, f1:0.449, mcc:0.003, total+:144, total-:206 @threshold:-0.169, sens:0.627, spec:0.652, ppv:0.359, acc:0.646, f1:0.456, mcc:0.003, total+:145, total-:205 @threshold:-0.229, sens:0.627, spec:0.648, ppv:0.356, acc:0.643, f1:0.454, mcc:0.003, total+:146, total-:204 @threshold:-0.247, sens:0.627, spec:0.614, ppv:0.335, acc:0.617, f1:0.437, mcc:0.003, total+:155, total-:195 @threshold:-0.253, sens:0.627, spec:0.607, ppv:0.331, acc:0.611, f1:0.433, mcc:0.003, total+:157, total-:193 @threshold:-0.275, sens:0.639, spec:0.599, ppv:0.331, acc:0.609, f1:0.436, mcc:0.003, total+:160, total-:190 @threshold:-0.276, sens:0.867, spec:0.371, ppv:0.300, acc:0.489, f1:0.446, mcc:0.002, total+:240, total-:110 @threshold:-0.315, sens:0.892, spec:0.311, ppv:0.287, acc:0.449, f1:0.434, mcc:0.002, total+:258, total-:92 @threshold:-0.321, sens:0.892, spec:0.288, ppv:0.280, acc:0.431, f1:0.427, mcc:0.002, total+:264, total-:86 @threshold:-0.346, sens:0.892, spec:0.247, ppv:0.269, acc:0.400, f1:0.413, mcc:0.002, total+:275, total-:75 @threshold:-0.350, sens:0.892, spec:0.243, ppv:0.268, acc:0.397, f1:0.412, mcc:0.002, total+:276, total-:74 @threshold:-0.363, sens:0.904, spec:0.243, ppv:0.271, acc:0.400, f1:0.417, mcc:0.002, total+:277, total-:73 @threshold:-0.372, sens:0.904, spec:0.236, ppv:0.269, acc:0.394, f1:0.414, mcc:0.002, total+:279, total-:71 @threshold:-0.385, sens:0.928, spec:0.206, ppv:0.266, acc:0.377, f1:0.414, mcc:0.002, total+:289, total-:61 @threshold:-0.410, sens:0.940, spec:0.202, ppv:0.268, acc:0.377, f1:0.417, mcc:0.002, total+:291, total-:59 @threshold:-0.425, sens:0.940, spec:0.176, ppv:0.262, acc:0.357, f1:0.409, mcc:0.002, total+:298, total-:52 @threshold:-0.524, sens:0.964, spec:0.116, ppv:0.253, acc:0.317, f1:0.401, mcc:0.001, total+:316, total-:34 @threshold:-0.541, sens:0.964, spec:0.109, ppv:0.252, acc:0.311, f1:0.399, mcc:0.001, total+:318, total-:32 @threshold:-0.547, sens:0.976, spec:0.097, ppv:0.252, acc:0.306, f1:0.400, mcc:0.002, total+:322, total-:28 @threshold:-0.805, sens:0.976, spec:0.079, ppv:0.248, acc:0.291, f1:0.395, mcc:0.001, total+:327, total-:23 @threshold:-0.811, sens:0.976, spec:0.071, ppv:0.246, acc:0.286, f1:0.393, mcc:0.001, total+:329, total-:21 @threshold:-0.881, sens:0.976, spec:0.060, ppv:0.244, acc:0.277, f1:0.390, mcc:0.001, total+:332, total-:18 @threshold:-0.988, sens:0.976, spec:0.022, ppv:0.237, acc:0.249, f1:0.381, mcc:-0.000, total+:342, total-:8 @threshold:-0.999, sens:1.000, spec:0.022, ppv:0.241, acc:0.254, f1:0.389, mcc:0.002, total+:344, total-:6 @threshold:-1.023, sens:1.000, spec:0.007, ppv:0.239, acc:0.243, f1:0.385, mcc:0.002, total+:348, total-:2 * Vital: BMI-avg19to24 | coef 1.000 95% CI: [1.000 , 1.000] | OR_adj 2.718 [2.718 2.718] | occ: 1397 | OR_unadj: 4.344 [3.423 5.512] | indivs AUC:0.762 Correlated most with: Vital : 1.0 Time to run analysis 0:01:51.735357 Total Time elapsed 6:04:47.312512 ----------------------------------------------------- boys no_min bmi_latest lasso regression Running batch 1 of 7 with 16 nodes Bootstrap CV 10, alpha = 0.001, R^2 train: 0.176, R^2 test: 0.124 Bootstrap CV 10, alpha = 0.005, R^2 train: 0.176, R^2 test: 0.123 Bootstrap CV 10, alpha = 0.01, R^2 train: 0.176, R^2 test: 0.123 Bootstrap CV 10, alpha = 0.1, R^2 train: 0.160, R^2 test: 0.101 best alpha via bootstrap CV: 0.001 AUC Train: 0.719, Explained Variance Score Train: 0.176 AUC Validation: 0.725, Explained Variance Score Validation: 0.168 AUC Test: 0.731, Explained Variance Score Test: 0.236 Bootstrap CV 9, alpha = 0.001, R^2 train: 0.228, R^2 test: 0.099 Bootstrap CV 9, alpha = 0.005, R^2 train: 0.228, R^2 test: 0.100 Bootstrap CV 9, alpha = 0.01, R^2 train: 0.228, R^2 test: 0.101 Bootstrap CV 9, alpha = 0.1, R^2 train: 0.222, R^2 test: 0.108 best alpha via bootstrap CV: 0.001 AUC Train: 0.762, Explained Variance Score Train: 0.228 AUC Validation: 0.727, Explained Variance Score Validation: 0.104 AUC Test: 0.731, Explained Variance Score Test: 0.241 Bootstrap CV 3, alpha = 0.001, R^2 train: 0.280, R^2 test: -0.128 Bootstrap CV 3, alpha = 0.005, R^2 train: 0.280, R^2 test: -0.123 Bootstrap CV 3, alpha = 0.01, R^2 train: 0.280, R^2 test: -0.117 Bootstrap CV 3, alpha = 0.1, R^2 train: 0.268, R^2 test: -0.021 best alpha via bootstrap CV: 0.1 AUC Train: 0.746, Explained Variance Score Train: 0.268 AUC Validation: 0.634, Explained Variance Score Validation: -0.021 AUC Test: 0.731, Explained Variance Score Test: 0.241 Bootstrap CV 4, alpha = 0.001, R^2 train: 0.267, R^2 test: 0.123 Bootstrap CV 4, alpha = 0.005, R^2 train: 0.267, R^2 test: 0.125 Bootstrap CV 4, alpha = 0.01, R^2 train: 0.267, R^2 test: 0.127 Bootstrap CV 4, alpha = 0.1, R^2 train: 0.257, R^2 test: 0.162 best alpha via bootstrap CV: 0.1 AUC Train: 0.771, Explained Variance Score Train: 0.257 AUC Validation: 0.746, Explained Variance Score Validation: 0.179 AUC Test: 0.731, Explained Variance Score Test: 0.240 Bootstrap CV 1, alpha = 0.001, R^2 train: 0.343, R^2 test: -0.106 Bootstrap CV 1, alpha = 0.005, R^2 train: 0.342, R^2 test: -0.099 Bootstrap CV 1, alpha = 0.01, R^2 train: 0.342, R^2 test: -0.089 Bootstrap CV 1, alpha = 0.1, R^2 train: 0.328, R^2 test: 0.050 best alpha via bootstrap CV: 0.1 AUC Train: 0.789, Explained Variance Score Train: 0.328 AUC Validation: 0.743, Explained Variance Score Validation: 0.122 AUC Test: 0.731, Explained Variance Score Test: 0.241 Bootstrap CV 5, alpha = 0.001, R^2 train: 0.250, R^2 test: 0.358 Bootstrap CV 5, alpha = 0.005, R^2 train: 0.250, R^2 test: 0.357 Bootstrap CV 5, alpha = 0.01, R^2 train: 0.250, R^2 test: 0.357 Bootstrap CV 5, alpha = 0.1, R^2 train: 0.231, R^2 test: 0.329 best alpha via bootstrap CV: 0.01 AUC Train: 0.710, Explained Variance Score Train: 0.250 AUC Validation: 0.806, Explained Variance Score Validation: 0.359 AUC Test: 0.731, Explained Variance Score Test: 0.241 Bootstrap CV 7, alpha = 0.001, R^2 train: 0.181, R^2 test: 0.269 Bootstrap CV 7, alpha = 0.005, R^2 train: 0.181, R^2 test: 0.268 Bootstrap CV 7, alpha = 0.01, R^2 train: 0.181, R^2 test: 0.267 Bootstrap CV 7, alpha = 0.1, R^2 train: 0.166, R^2 test: 0.224 best alpha via bootstrap CV: 0.001 AUC Train: 0.742, Explained Variance Score Train: 0.181 AUC Validation: 0.701, Explained Variance Score Validation: 0.273 AUC Test: 0.731, Explained Variance Score Test: 0.239 Bootstrap CV 6, alpha = 0.001, R^2 train: 0.219, R^2 test: 0.206 Bootstrap CV 6, alpha = 0.005, R^2 train: 0.219, R^2 test: 0.205 Bootstrap CV 6, alpha = 0.01, R^2 train: 0.218, R^2 test: 0.204 Bootstrap CV 6, alpha = 0.1, R^2 train: 0.206, R^2 test: 0.181 best alpha via bootstrap CV: 0.001 AUC Train: 0.730, Explained Variance Score Train: 0.219 AUC Validation: 0.776, Explained Variance Score Validation: 0.229 AUC Test: 0.731, Explained Variance Score Test: 0.241 Bootstrap CV 8, alpha = 0.001, R^2 train: 0.260, R^2 test: 0.239 Bootstrap CV 8, alpha = 0.005, R^2 train: 0.260, R^2 test: 0.239 Bootstrap CV 8, alpha = 0.01, R^2 train: 0.260, R^2 test: 0.238 Bootstrap CV 8, alpha = 0.1, R^2 train: 0.245, R^2 test: 0.225 best alpha via bootstrap CV: 0.01 AUC Train: 0.773, Explained Variance Score Train: 0.260 AUC Validation: 0.778, Explained Variance Score Validation: 0.239 AUC Test: 0.731, Explained Variance Score Test: 0.241 Bootstrap CV 14, alpha = 0.001, R^2 train: 0.265, R^2 test: 0.073 Bootstrap CV 14, alpha = 0.005, R^2 train: 0.265, R^2 test: 0.074 Bootstrap CV 14, alpha = 0.01, R^2 train: 0.265, R^2 test: 0.075 Bootstrap CV 14, alpha = 0.1, R^2 train: 0.250, R^2 test: 0.087 best alpha via bootstrap CV: 0.01 AUC Train: 0.745, Explained Variance Score Train: 0.265 AUC Validation: 0.752, Explained Variance Score Validation: 0.091 AUC Test: 0.731, Explained Variance Score Test: 0.238 Bootstrap CV 13, alpha = 0.001, R^2 train: 0.275, R^2 test: 0.171 Bootstrap CV 13, alpha = 0.005, R^2 train: 0.275, R^2 test: 0.173 Bootstrap CV 13, alpha = 0.01, R^2 train: 0.275, R^2 test: 0.175 Bootstrap CV 13, alpha = 0.1, R^2 train: 0.263, R^2 test: 0.198 best alpha via bootstrap CV: 0.1 AUC Train: 0.798, Explained Variance Score Train: 0.263 AUC Validation: 0.762, Explained Variance Score Validation: 0.199 AUC Test: 0.731, Explained Variance Score Test: 0.240 Bootstrap CV 2, alpha = 0.001, R^2 train: 0.242, R^2 test: 0.337 Bootstrap CV 2, alpha = 0.005, R^2 train: 0.242, R^2 test: 0.336 Bootstrap CV 2, alpha = 0.01, R^2 train: 0.242, R^2 test: 0.334 Bootstrap CV 2, alpha = 0.1, R^2 train: 0.227, R^2 test: 0.287 best alpha via bootstrap CV: 0.01 AUC Train: 0.731, Explained Variance Score Train: 0.242 AUC Validation: 0.734, Explained Variance Score Validation: 0.337 AUC Test: 0.731, Explained Variance Score Test: 0.241 Bootstrap CV 0, alpha = 0.001, R^2 train: 0.220, R^2 test: 0.158 Bootstrap CV 0, alpha = 0.005, R^2 train: 0.220, R^2 test: 0.159 Bootstrap CV 0, alpha = 0.01, R^2 train: 0.220, R^2 test: 0.160 Bootstrap CV 0, alpha = 0.1, R^2 train: 0.212, R^2 test: 0.169 best alpha via bootstrap CV: 0.1 AUC Train: 0.705, Explained Variance Score Train: 0.212 AUC Validation: 0.692, Explained Variance Score Validation: 0.171 AUC Test: 0.731, Explained Variance Score Test: 0.239 Bootstrap CV 15, alpha = 0.001, R^2 train: 0.238, R^2 test: 0.156 Bootstrap CV 15, alpha = 0.005, R^2 train: 0.238, R^2 test: 0.156 Bootstrap CV 15, alpha = 0.01, R^2 train: 0.238, R^2 test: 0.157 Bootstrap CV 15, alpha = 0.1, R^2 train: 0.225, R^2 test: 0.163 best alpha via bootstrap CV: 0.001 AUC Train: 0.718, Explained Variance Score Train: 0.238 AUC Validation: 0.721, Explained Variance Score Validation: 0.156 AUC Test: 0.731, Explained Variance Score Test: 0.241 Bootstrap CV 12, alpha = 0.001, R^2 train: 0.323, R^2 test: 0.130 Bootstrap CV 12, alpha = 0.005, R^2 train: 0.323, R^2 test: 0.131 Bootstrap CV 12, alpha = 0.01, R^2 train: 0.323, R^2 test: 0.132 Bootstrap CV 12, alpha = 0.1, R^2 train: 0.314, R^2 test: 0.147 best alpha via bootstrap CV: 0.1 AUC Train: 0.762, Explained Variance Score Train: 0.314 AUC Validation: 0.807, Explained Variance Score Validation: 0.150 AUC Test: 0.731, Explained Variance Score Test: 0.241 Bootstrap CV 11, alpha = 0.001, R^2 train: 0.266, R^2 test: 0.176 Bootstrap CV 11, alpha = 0.005, R^2 train: 0.266, R^2 test: 0.177 Bootstrap CV 11, alpha = 0.01, R^2 train: 0.266, R^2 test: 0.178 Bootstrap CV 11, alpha = 0.1, R^2 train: 0.253, R^2 test: 0.188 best alpha via bootstrap CV: 0.1 AUC Train: 0.760, Explained Variance Score Train: 0.253 AUC Validation: 0.756, Explained Variance Score Validation: 0.188 AUC Test: 0.731, Explained Variance Score Test: 0.240 Running batch 2 of 7 with 16 nodes Bootstrap CV 24, alpha = 0.001, R^2 train: 0.297, R^2 test: 0.325 Bootstrap CV 24, alpha = 0.005, R^2 train: 0.297, R^2 test: 0.326 Bootstrap CV 24, alpha = 0.01, R^2 train: 0.297, R^2 test: 0.327 Bootstrap CV 24, alpha = 0.1, R^2 train: 0.285, R^2 test: 0.329 best alpha via bootstrap CV: 0.1 AUC Train: 0.746, Explained Variance Score Train: 0.285 AUC Validation: 0.745, Explained Variance Score Validation: 0.331 AUC Test: 0.731, Explained Variance Score Test: 0.241 Bootstrap CV 23, alpha = 0.001, R^2 train: 0.305, R^2 test: 0.153 Bootstrap CV 23, alpha = 0.005, R^2 train: 0.305, R^2 test: 0.155 Bootstrap CV 23, alpha = 0.01, R^2 train: 0.305, R^2 test: 0.156 Bootstrap CV 23, alpha = 0.1, R^2 train: 0.297, R^2 test: 0.178 best alpha via bootstrap CV: 0.1 AUC Train: 0.775, Explained Variance Score Train: 0.297 AUC Validation: 0.771, Explained Variance Score Validation: 0.209 AUC Test: 0.731, Explained Variance Score Test: 0.241 Bootstrap CV 17, alpha = 0.001, R^2 train: 0.250, R^2 test: 0.106 Bootstrap CV 17, alpha = 0.005, R^2 train: 0.250, R^2 test: 0.107 Bootstrap CV 17, alpha = 0.01, R^2 train: 0.250, R^2 test: 0.108 Bootstrap CV 17, alpha = 0.1, R^2 train: 0.239, R^2 test: 0.118 best alpha via bootstrap CV: 0.1 AUC Train: 0.742, Explained Variance Score Train: 0.239 AUC Validation: 0.703, Explained Variance Score Validation: 0.118 AUC Test: 0.731, Explained Variance Score Test: 0.239 Bootstrap CV 20, alpha = 0.001, R^2 train: 0.163, R^2 test: 0.226 Bootstrap CV 20, alpha = 0.005, R^2 train: 0.163, R^2 test: 0.224 Bootstrap CV 20, alpha = 0.01, R^2 train: 0.163, R^2 test: 0.221 Bootstrap CV 20, alpha = 0.1, R^2 train: 0.145, R^2 test: 0.163 best alpha via bootstrap CV: 0.001 AUC Train: 0.702, Explained Variance Score Train: 0.163 AUC Validation: 0.745, Explained Variance Score Validation: 0.263 AUC Test: 0.731, Explained Variance Score Test: 0.230 Bootstrap CV 22, alpha = 0.001, R^2 train: 0.212, R^2 test: 0.273 Bootstrap CV 22, alpha = 0.005, R^2 train: 0.212, R^2 test: 0.273 Bootstrap CV 22, alpha = 0.01, R^2 train: 0.212, R^2 test: 0.273 Bootstrap CV 22, alpha = 0.1, R^2 train: 0.204, R^2 test: 0.262 best alpha via bootstrap CV: 0.01 AUC Train: 0.708, Explained Variance Score Train: 0.212 AUC Validation: 0.791, Explained Variance Score Validation: 0.291 AUC Test: 0.731, Explained Variance Score Test: 0.241 Bootstrap CV 21, alpha = 0.001, R^2 train: 0.295, R^2 test: 0.090 Bootstrap CV 21, alpha = 0.005, R^2 train: 0.295, R^2 test: 0.093 Bootstrap CV 21, alpha = 0.01, R^2 train: 0.295, R^2 test: 0.097 Bootstrap CV 21, alpha = 0.1, R^2 train: 0.283, R^2 test: 0.149 best alpha via bootstrap CV: 0.1 AUC Train: 0.763, Explained Variance Score Train: 0.283 AUC Validation: 0.767, Explained Variance Score Validation: 0.150 AUC Test: 0.731, Explained Variance Score Test: 0.241 Bootstrap CV 19, alpha = 0.001, R^2 train: 0.324, R^2 test: 0.244 Bootstrap CV 19, alpha = 0.005, R^2 train: 0.324, R^2 test: 0.243 Bootstrap CV 19, alpha = 0.01, R^2 train: 0.324, R^2 test: 0.242 Bootstrap CV 19, alpha = 0.1, R^2 train: 0.309, R^2 test: 0.217 best alpha via bootstrap CV: 0.001 AUC Train: 0.806, Explained Variance Score Train: 0.324 AUC Validation: 0.679, Explained Variance Score Validation: 0.251 AUC Test: 0.731, Explained Variance Score Test: 0.241 Bootstrap CV 18, alpha = 0.001, R^2 train: 0.171, R^2 test: 0.332 Bootstrap CV 18, alpha = 0.005, R^2 train: 0.171, R^2 test: 0.331 Bootstrap CV 18, alpha = 0.01, R^2 train: 0.170, R^2 test: 0.329 Bootstrap CV 18, alpha = 0.1, R^2 train: 0.159, R^2 test: 0.289 best alpha via bootstrap CV: 0.001 AUC Train: 0.715, Explained Variance Score Train: 0.171 AUC Validation: 0.774, Explained Variance Score Validation: 0.351 AUC Test: 0.731, Explained Variance Score Test: 0.239 Bootstrap CV 26, alpha = 0.001, R^2 train: 0.163, R^2 test: 0.296 Bootstrap CV 26, alpha = 0.005, R^2 train: 0.163, R^2 test: 0.294 Bootstrap CV 26, alpha = 0.01, R^2 train: 0.163, R^2 test: 0.291 Bootstrap CV 26, alpha = 0.1, R^2 train: 0.152, R^2 test: 0.241 best alpha via bootstrap CV: 0.001 AUC Train: 0.659, Explained Variance Score Train: 0.163 AUC Validation: 0.775, Explained Variance Score Validation: 0.309 AUC Test: 0.731, Explained Variance Score Test: 0.235 Bootstrap CV 16, alpha = 0.001, R^2 train: 0.216, R^2 test: 0.126 Bootstrap CV 16, alpha = 0.005, R^2 train: 0.216, R^2 test: 0.127 Bootstrap CV 16, alpha = 0.01, R^2 train: 0.216, R^2 test: 0.128 Bootstrap CV 16, alpha = 0.1, R^2 train: 0.207, R^2 test: 0.138 best alpha via bootstrap CV: 0.01 AUC Train: 0.730, Explained Variance Score Train: 0.216 AUC Validation: 0.746, Explained Variance Score Validation: 0.136 AUC Test: 0.731, Explained Variance Score Test: 0.239 Bootstrap CV 25, alpha = 0.001, R^2 train: 0.191, R^2 test: 0.214 Bootstrap CV 25, alpha = 0.005, R^2 train: 0.191, R^2 test: 0.214 Bootstrap CV 25, alpha = 0.01, R^2 train: 0.191, R^2 test: 0.215 Bootstrap CV 25, alpha = 0.1, R^2 train: 0.183, R^2 test: 0.211 best alpha via bootstrap CV: 0.01 AUC Train: 0.719, Explained Variance Score Train: 0.191 AUC Validation: 0.733, Explained Variance Score Validation: 0.282 AUC Test: 0.731, Explained Variance Score Test: 0.241 Bootstrap CV 27, alpha = 0.001, R^2 train: 0.326, R^2 test: 0.343 Bootstrap CV 27, alpha = 0.005, R^2 train: 0.326, R^2 test: 0.343 Bootstrap CV 27, alpha = 0.01, R^2 train: 0.326, R^2 test: 0.343 Bootstrap CV 27, alpha = 0.1, R^2 train: 0.312, R^2 test: 0.330 best alpha via bootstrap CV: 0.1 AUC Train: 0.785, Explained Variance Score Train: 0.312 AUC Validation: 0.780, Explained Variance Score Validation: 0.331 AUC Test: 0.731, Explained Variance Score Test: 0.241 Bootstrap CV 28, alpha = 0.001, R^2 train: 0.217, R^2 test: 0.216 Bootstrap CV 28, alpha = 0.005, R^2 train: 0.217, R^2 test: 0.215 Bootstrap CV 28, alpha = 0.01, R^2 train: 0.217, R^2 test: 0.213 Bootstrap CV 28, alpha = 0.1, R^2 train: 0.193, R^2 test: 0.163 best alpha via bootstrap CV: 0.001 AUC Train: 0.712, Explained Variance Score Train: 0.217 AUC Validation: 0.744, Explained Variance Score Validation: 0.233 AUC Test: 0.731, Explained Variance Score Test: 0.229 Bootstrap CV 29, alpha = 0.001, R^2 train: 0.282, R^2 test: 0.189 Bootstrap CV 29, alpha = 0.005, R^2 train: 0.282, R^2 test: 0.189 Bootstrap CV 29, alpha = 0.01, R^2 train: 0.282, R^2 test: 0.190 Bootstrap CV 29, alpha = 0.1, R^2 train: 0.266, R^2 test: 0.194 best alpha via bootstrap CV: 0.01 AUC Train: 0.721, Explained Variance Score Train: 0.282 AUC Validation: 0.706, Explained Variance Score Validation: 0.198 AUC Test: 0.731, Explained Variance Score Test: 0.241 Bootstrap CV 30, alpha = 0.001, R^2 train: 0.259, R^2 test: 0.118 Bootstrap CV 30, alpha = 0.005, R^2 train: 0.259, R^2 test: 0.118 Bootstrap CV 30, alpha = 0.01, R^2 train: 0.258, R^2 test: 0.119 Bootstrap CV 30, alpha = 0.1, R^2 train: 0.245, R^2 test: 0.118 best alpha via bootstrap CV: 0.001 AUC Train: 0.762, Explained Variance Score Train: 0.259 AUC Validation: 0.704, Explained Variance Score Validation: 0.121 AUC Test: 0.731, Explained Variance Score Test: 0.241 Bootstrap CV 31, alpha = 0.001, R^2 train: 0.301, R^2 test: 0.253 Bootstrap CV 31, alpha = 0.005, R^2 train: 0.301, R^2 test: 0.253 Bootstrap CV 31, alpha = 0.01, R^2 train: 0.301, R^2 test: 0.254 Bootstrap CV 31, alpha = 0.1, R^2 train: 0.292, R^2 test: 0.259 best alpha via bootstrap CV: 0.1 AUC Train: 0.757, Explained Variance Score Train: 0.292 AUC Validation: 0.795, Explained Variance Score Validation: 0.281 AUC Test: 0.731, Explained Variance Score Test: 0.241 Running batch 3 of 7 with 16 nodes Bootstrap CV 41, alpha = 0.001, R^2 train: 0.262, R^2 test: 0.281 Bootstrap CV 41, alpha = 0.005, R^2 train: 0.262, R^2 test: 0.281 Bootstrap CV 41, alpha = 0.01, R^2 train: 0.262, R^2 test: 0.280 Bootstrap CV 41, alpha = 0.1, R^2 train: 0.249, R^2 test: 0.262 best alpha via bootstrap CV: 0.01 AUC Train: 0.741, Explained Variance Score Train: 0.262 AUC Validation: 0.782, Explained Variance Score Validation: 0.303 AUC Test: 0.731, Explained Variance Score Test: 0.241 Bootstrap CV 34, alpha = 0.001, R^2 train: 0.188, R^2 test: 0.211 Bootstrap CV 34, alpha = 0.005, R^2 train: 0.188, R^2 test: 0.211 Bootstrap CV 34, alpha = 0.01, R^2 train: 0.188, R^2 test: 0.210 Bootstrap CV 34, alpha = 0.1, R^2 train: 0.174, R^2 test: 0.191 best alpha via bootstrap CV: 0.001 AUC Train: 0.769, Explained Variance Score Train: 0.188 AUC Validation: 0.770, Explained Variance Score Validation: 0.215 AUC Test: 0.731, Explained Variance Score Test: 0.239 Bootstrap CV 35, alpha = 0.001, R^2 train: 0.304, R^2 test: 0.135 Bootstrap CV 35, alpha = 0.005, R^2 train: 0.304, R^2 test: 0.138 Bootstrap CV 35, alpha = 0.01, R^2 train: 0.304, R^2 test: 0.141 Bootstrap CV 35, alpha = 0.1, R^2 train: 0.297, R^2 test: 0.191 best alpha via bootstrap CV: 0.1 AUC Train: 0.784, Explained Variance Score Train: 0.297 AUC Validation: 0.732, Explained Variance Score Validation: 0.221 AUC Test: 0.731, Explained Variance Score Test: 0.241 Bootstrap CV 37, alpha = 0.001, R^2 train: 0.192, R^2 test: 0.245 Bootstrap CV 37, alpha = 0.005, R^2 train: 0.192, R^2 test: 0.244 Bootstrap CV 37, alpha = 0.01, R^2 train: 0.192, R^2 test: 0.242 Bootstrap CV 37, alpha = 0.1, R^2 train: 0.178, R^2 test: 0.204 best alpha via bootstrap CV: 0.001 AUC Train: 0.703, Explained Variance Score Train: 0.192 AUC Validation: 0.734, Explained Variance Score Validation: 0.247 AUC Test: 0.731, Explained Variance Score Test: 0.235 Bootstrap CV 33, alpha = 0.001, R^2 train: 0.220, R^2 test: 0.214 Bootstrap CV 33, alpha = 0.005, R^2 train: 0.220, R^2 test: 0.215 Bootstrap CV 33, alpha = 0.01, R^2 train: 0.220, R^2 test: 0.215 Bootstrap CV 33, alpha = 0.1, R^2 train: 0.212, R^2 test: 0.209 best alpha via bootstrap CV: 0.01 AUC Train: 0.726, Explained Variance Score Train: 0.220 AUC Validation: 0.725, Explained Variance Score Validation: 0.218 AUC Test: 0.731, Explained Variance Score Test: 0.241 Bootstrap CV 36, alpha = 0.001, R^2 train: 0.268, R^2 test: 0.096 Bootstrap CV 36, alpha = 0.005, R^2 train: 0.268, R^2 test: 0.097 Bootstrap CV 36, alpha = 0.01, R^2 train: 0.267, R^2 test: 0.098 Bootstrap CV 36, alpha = 0.1, R^2 train: 0.256, R^2 test: 0.107 best alpha via bootstrap CV: 0.001 AUC Train: 0.822, Explained Variance Score Train: 0.268 AUC Validation: 0.643, Explained Variance Score Validation: 0.110 AUC Test: 0.731, Explained Variance Score Test: 0.241 Bootstrap CV 39, alpha = 0.001, R^2 train: 0.177, R^2 test: 0.178 Bootstrap CV 39, alpha = 0.005, R^2 train: 0.177, R^2 test: 0.178 Bootstrap CV 39, alpha = 0.01, R^2 train: 0.177, R^2 test: 0.178 Bootstrap CV 39, alpha = 0.1, R^2 train: 0.166, R^2 test: 0.167 best alpha via bootstrap CV: 0.001 AUC Train: 0.743, Explained Variance Score Train: 0.177 AUC Validation: 0.751, Explained Variance Score Validation: 0.180 AUC Test: 0.731, Explained Variance Score Test: 0.239 Bootstrap CV 40, alpha = 0.001, R^2 train: 0.214, R^2 test: 0.152 Bootstrap CV 40, alpha = 0.005, R^2 train: 0.214, R^2 test: 0.154 Bootstrap CV 40, alpha = 0.01, R^2 train: 0.214, R^2 test: 0.156 Bootstrap CV 40, alpha = 0.1, R^2 train: 0.201, R^2 test: 0.175 best alpha via bootstrap CV: 0.005 AUC Train: 0.751, Explained Variance Score Train: 0.214 AUC Validation: 0.822, Explained Variance Score Validation: 0.171 AUC Test: 0.731, Explained Variance Score Test: 0.241 Bootstrap CV 44, alpha = 0.001, R^2 train: 0.214, R^2 test: 0.210 Bootstrap CV 44, alpha = 0.005, R^2 train: 0.214, R^2 test: 0.212 Bootstrap CV 44, alpha = 0.01, R^2 train: 0.214, R^2 test: 0.214 Bootstrap CV 44, alpha = 0.1, R^2 train: 0.203, R^2 test: 0.236 best alpha via bootstrap CV: 0.01 AUC Train: 0.758, Explained Variance Score Train: 0.214 AUC Validation: 0.823, Explained Variance Score Validation: 0.216 AUC Test: 0.731, Explained Variance Score Test: 0.240 Bootstrap CV 38, alpha = 0.001, R^2 train: 0.113, R^2 test: -0.071 Bootstrap CV 38, alpha = 0.005, R^2 train: 0.113, R^2 test: -0.070 Bootstrap CV 38, alpha = 0.01, R^2 train: 0.113, R^2 test: -0.070 Bootstrap CV 38, alpha = 0.1, R^2 train: 0.105, R^2 test: -0.082 best alpha via bootstrap CV: 0.001 AUC Train: 0.747, Explained Variance Score Train: 0.113 AUC Validation: 0.685, Explained Variance Score Validation: 0.170 AUC Test: 0.731, Explained Variance Score Test: 0.228 Bootstrap CV 42, alpha = 0.001, R^2 train: 0.188, R^2 test: 0.311 Bootstrap CV 42, alpha = 0.005, R^2 train: 0.188, R^2 test: 0.309 Bootstrap CV 42, alpha = 0.01, R^2 train: 0.188, R^2 test: 0.306 Bootstrap CV 42, alpha = 0.1, R^2 train: 0.172, R^2 test: 0.242 best alpha via bootstrap CV: 0.001 AUC Train: 0.716, Explained Variance Score Train: 0.188 AUC Validation: 0.816, Explained Variance Score Validation: 0.319 AUC Test: 0.731, Explained Variance Score Test: 0.238 Bootstrap CV 45, alpha = 0.001, R^2 train: 0.313, R^2 test: 0.257 Bootstrap CV 45, alpha = 0.005, R^2 train: 0.313, R^2 test: 0.258 Bootstrap CV 45, alpha = 0.01, R^2 train: 0.313, R^2 test: 0.260 Bootstrap CV 45, alpha = 0.1, R^2 train: 0.305, R^2 test: 0.271 best alpha via bootstrap CV: 0.1 AUC Train: 0.817, Explained Variance Score Train: 0.305 AUC Validation: 0.801, Explained Variance Score Validation: 0.272 AUC Test: 0.731, Explained Variance Score Test: 0.238 Bootstrap CV 43, alpha = 0.001, R^2 train: 0.161, R^2 test: 0.086 Bootstrap CV 43, alpha = 0.005, R^2 train: 0.161, R^2 test: 0.086 Bootstrap CV 43, alpha = 0.01, R^2 train: 0.161, R^2 test: 0.085 Bootstrap CV 43, alpha = 0.1, R^2 train: 0.146, R^2 test: 0.065 best alpha via bootstrap CV: 0.001 AUC Train: 0.702, Explained Variance Score Train: 0.161 AUC Validation: 0.676, Explained Variance Score Validation: 0.144 AUC Test: 0.731, Explained Variance Score Test: 0.219 Bootstrap CV 32, alpha = 0.001, R^2 train: 0.255, R^2 test: 0.282 Bootstrap CV 32, alpha = 0.005, R^2 train: 0.255, R^2 test: 0.282 Bootstrap CV 32, alpha = 0.01, R^2 train: 0.255, R^2 test: 0.282 Bootstrap CV 32, alpha = 0.1, R^2 train: 0.244, R^2 test: 0.273 best alpha via bootstrap CV: 0.1 AUC Train: 0.793, Explained Variance Score Train: 0.244 AUC Validation: 0.758, Explained Variance Score Validation: 0.276 AUC Test: 0.731, Explained Variance Score Test: 0.239 Bootstrap CV 47, alpha = 0.001, R^2 train: 0.203, R^2 test: 0.066 Bootstrap CV 47, alpha = 0.005, R^2 train: 0.203, R^2 test: 0.068 Bootstrap CV 47, alpha = 0.01, R^2 train: 0.203, R^2 test: 0.070 Bootstrap CV 47, alpha = 0.1, R^2 train: 0.189, R^2 test: 0.097 best alpha via bootstrap CV: 0.001 AUC Train: 0.791, Explained Variance Score Train: 0.203 AUC Validation: 0.654, Explained Variance Score Validation: 0.079 AUC Test: 0.731, Explained Variance Score Test: 0.233 Bootstrap CV 46, alpha = 0.001, R^2 train: 0.140, R^2 test: 0.094 Bootstrap CV 46, alpha = 0.005, R^2 train: 0.140, R^2 test: 0.095 Bootstrap CV 46, alpha = 0.01, R^2 train: 0.140, R^2 test: 0.095 Bootstrap CV 46, alpha = 0.1, R^2 train: 0.129, R^2 test: 0.097 best alpha via bootstrap CV: 0.001 AUC Train: 0.656, Explained Variance Score Train: 0.140 AUC Validation: 0.763, Explained Variance Score Validation: 0.107 AUC Test: 0.731, Explained Variance Score Test: 0.239 Running batch 4 of 7 with 16 nodes Bootstrap CV 51, alpha = 0.001, R^2 train: 0.286, R^2 test: -0.150 Bootstrap CV 51, alpha = 0.005, R^2 train: 0.286, R^2 test: -0.146 Bootstrap CV 51, alpha = 0.01, R^2 train: 0.286, R^2 test: -0.141 Bootstrap CV 51, alpha = 0.1, R^2 train: 0.274, R^2 test: -0.061 best alpha via bootstrap CV: 0.1 AUC Train: 0.811, Explained Variance Score Train: 0.274 AUC Validation: 0.576, Explained Variance Score Validation: -0.058 AUC Test: 0.731, Explained Variance Score Test: 0.239 Bootstrap CV 54, alpha = 0.001, R^2 train: 0.122, R^2 test: 0.172 Bootstrap CV 54, alpha = 0.005, R^2 train: 0.122, R^2 test: 0.171 Bootstrap CV 54, alpha = 0.01, R^2 train: 0.122, R^2 test: 0.170 Bootstrap CV 54, alpha = 0.1, R^2 train: 0.113, R^2 test: 0.134 best alpha via bootstrap CV: 0.001 AUC Train: 0.751, Explained Variance Score Train: 0.122 AUC Validation: 0.752, Explained Variance Score Validation: 0.227 AUC Test: 0.731, Explained Variance Score Test: 0.239 Bootstrap CV 53, alpha = 0.001, R^2 train: 0.286, R^2 test: 0.046 Bootstrap CV 53, alpha = 0.005, R^2 train: 0.286, R^2 test: 0.049 Bootstrap CV 53, alpha = 0.01, R^2 train: 0.286, R^2 test: 0.052 Bootstrap CV 53, alpha = 0.1, R^2 train: 0.273, R^2 test: 0.091 best alpha via bootstrap CV: 0.1 AUC Train: 0.859, Explained Variance Score Train: 0.273 AUC Validation: 0.688, Explained Variance Score Validation: 0.108 AUC Test: 0.731, Explained Variance Score Test: 0.239 Bootstrap CV 56, alpha = 0.001, R^2 train: 0.180, R^2 test: 0.184 Bootstrap CV 56, alpha = 0.005, R^2 train: 0.180, R^2 test: 0.183 Bootstrap CV 56, alpha = 0.01, R^2 train: 0.180, R^2 test: 0.183 Bootstrap CV 56, alpha = 0.1, R^2 train: 0.168, R^2 test: 0.164 best alpha via bootstrap CV: 0.001 AUC Train: 0.753, Explained Variance Score Train: 0.180 AUC Validation: 0.691, Explained Variance Score Validation: 0.185 AUC Test: 0.731, Explained Variance Score Test: 0.234 Bootstrap CV 55, alpha = 0.001, R^2 train: 0.330, R^2 test: 0.069 Bootstrap CV 55, alpha = 0.005, R^2 train: 0.330, R^2 test: 0.073 Bootstrap CV 55, alpha = 0.01, R^2 train: 0.330, R^2 test: 0.078 Bootstrap CV 55, alpha = 0.1, R^2 train: 0.319, R^2 test: 0.145 best alpha via bootstrap CV: 0.1 AUC Train: 0.800, Explained Variance Score Train: 0.319 AUC Validation: 0.685, Explained Variance Score Validation: 0.220 AUC Test: 0.731, Explained Variance Score Test: 0.241 Bootstrap CV 49, alpha = 0.001, R^2 train: 0.278, R^2 test: 0.315 Bootstrap CV 49, alpha = 0.005, R^2 train: 0.278, R^2 test: 0.313 Bootstrap CV 49, alpha = 0.01, R^2 train: 0.278, R^2 test: 0.312 Bootstrap CV 49, alpha = 0.1, R^2 train: 0.267, R^2 test: 0.280 best alpha via bootstrap CV: 0.01 AUC Train: 0.766, Explained Variance Score Train: 0.278 AUC Validation: 0.747, Explained Variance Score Validation: 0.319 AUC Test: 0.731, Explained Variance Score Test: 0.241 Bootstrap CV 59, alpha = 0.001, R^2 train: 0.218, R^2 test: 0.171 Bootstrap CV 59, alpha = 0.005, R^2 train: 0.218, R^2 test: 0.171 Bootstrap CV 59, alpha = 0.01, R^2 train: 0.217, R^2 test: 0.172 Bootstrap CV 59, alpha = 0.1, R^2 train: 0.204, R^2 test: 0.167 best alpha via bootstrap CV: 0.001 AUC Train: 0.785, Explained Variance Score Train: 0.218 AUC Validation: 0.606, Explained Variance Score Validation: 0.175 AUC Test: 0.731, Explained Variance Score Test: 0.235 Bootstrap CV 58, alpha = 0.001, R^2 train: 0.212, R^2 test: 0.123 Bootstrap CV 58, alpha = 0.005, R^2 train: 0.212, R^2 test: 0.123 Bootstrap CV 58, alpha = 0.01, R^2 train: 0.211, R^2 test: 0.123 Bootstrap CV 58, alpha = 0.1, R^2 train: 0.202, R^2 test: 0.121 best alpha via bootstrap CV: 0.001 AUC Train: 0.801, Explained Variance Score Train: 0.212 AUC Validation: 0.707, Explained Variance Score Validation: 0.123 AUC Test: 0.731, Explained Variance Score Test: 0.240 Bootstrap CV 57, alpha = 0.001, R^2 train: 0.223, R^2 test: 0.047 Bootstrap CV 57, alpha = 0.005, R^2 train: 0.223, R^2 test: 0.049 Bootstrap CV 57, alpha = 0.01, R^2 train: 0.223, R^2 test: 0.051 Bootstrap CV 57, alpha = 0.1, R^2 train: 0.213, R^2 test: 0.081 best alpha via bootstrap CV: 0.01 AUC Train: 0.714, Explained Variance Score Train: 0.223 AUC Validation: 0.554, Explained Variance Score Validation: 0.065 AUC Test: 0.731, Explained Variance Score Test: 0.241 Bootstrap CV 52, alpha = 0.001, R^2 train: 0.279, R^2 test: 0.182 Bootstrap CV 52, alpha = 0.005, R^2 train: 0.279, R^2 test: 0.184 Bootstrap CV 52, alpha = 0.01, R^2 train: 0.278, R^2 test: 0.185 Bootstrap CV 52, alpha = 0.1, R^2 train: 0.263, R^2 test: 0.201 best alpha via bootstrap CV: 0.01 AUC Train: 0.756, Explained Variance Score Train: 0.278 AUC Validation: 0.713, Explained Variance Score Validation: 0.188 AUC Test: 0.731, Explained Variance Score Test: 0.241 Bootstrap CV 50, alpha = 0.001, R^2 train: 0.239, R^2 test: 0.326 Bootstrap CV 50, alpha = 0.005, R^2 train: 0.239, R^2 test: 0.325 Bootstrap CV 50, alpha = 0.01, R^2 train: 0.239, R^2 test: 0.323 Bootstrap CV 50, alpha = 0.1, R^2 train: 0.225, R^2 test: 0.288 best alpha via bootstrap CV: 0.01 AUC Train: 0.748, Explained Variance Score Train: 0.239 AUC Validation: 0.837, Explained Variance Score Validation: 0.335 AUC Test: 0.731, Explained Variance Score Test: 0.241 Bootstrap CV 48, alpha = 0.001, R^2 train: 0.164, R^2 test: 0.145 Bootstrap CV 48, alpha = 0.005, R^2 train: 0.164, R^2 test: 0.146 Bootstrap CV 48, alpha = 0.01, R^2 train: 0.164, R^2 test: 0.146 Bootstrap CV 48, alpha = 0.1, R^2 train: 0.152, R^2 test: 0.140 best alpha via bootstrap CV: 0.001 AUC Train: 0.705, Explained Variance Score Train: 0.164 AUC Validation: 0.667, Explained Variance Score Validation: 0.147 AUC Test: 0.731, Explained Variance Score Test: 0.240 Bootstrap CV 61, alpha = 0.001, R^2 train: 0.275, R^2 test: 0.026 Bootstrap CV 61, alpha = 0.005, R^2 train: 0.275, R^2 test: 0.031 Bootstrap CV 61, alpha = 0.01, R^2 train: 0.275, R^2 test: 0.036 Bootstrap CV 61, alpha = 0.1, R^2 train: 0.261, R^2 test: 0.109 best alpha via bootstrap CV: 0.1 AUC Train: 0.777, Explained Variance Score Train: 0.261 AUC Validation: 0.746, Explained Variance Score Validation: 0.114 AUC Test: 0.731, Explained Variance Score Test: 0.241 Bootstrap CV 60, alpha = 0.001, R^2 train: 0.146, R^2 test: 0.243 Bootstrap CV 60, alpha = 0.005, R^2 train: 0.146, R^2 test: 0.243 Bootstrap CV 60, alpha = 0.01, R^2 train: 0.146, R^2 test: 0.242 Bootstrap CV 60, alpha = 0.1, R^2 train: 0.131, R^2 test: 0.213 best alpha via bootstrap CV: 0.001 AUC Train: 0.654, Explained Variance Score Train: 0.146 AUC Validation: 0.740, Explained Variance Score Validation: 0.244 AUC Test: 0.731, Explained Variance Score Test: 0.241 Bootstrap CV 62, alpha = 0.001, R^2 train: 0.227, R^2 test: 0.341 Bootstrap CV 62, alpha = 0.005, R^2 train: 0.227, R^2 test: 0.340 Bootstrap CV 62, alpha = 0.01, R^2 train: 0.227, R^2 test: 0.339 Bootstrap CV 62, alpha = 0.1, R^2 train: 0.212, R^2 test: 0.304 best alpha via bootstrap CV: 0.001 AUC Train: 0.768, Explained Variance Score Train: 0.227 AUC Validation: 0.739, Explained Variance Score Validation: 0.341 AUC Test: 0.731, Explained Variance Score Test: 0.241 Bootstrap CV 63, alpha = 0.001, R^2 train: 0.296, R^2 test: 0.164 Bootstrap CV 63, alpha = 0.005, R^2 train: 0.296, R^2 test: 0.165 Bootstrap CV 63, alpha = 0.01, R^2 train: 0.296, R^2 test: 0.165 Bootstrap CV 63, alpha = 0.1, R^2 train: 0.283, R^2 test: 0.162 best alpha via bootstrap CV: 0.001 AUC Train: 0.787, Explained Variance Score Train: 0.296 AUC Validation: 0.644, Explained Variance Score Validation: 0.177 AUC Test: 0.731, Explained Variance Score Test: 0.241 Running batch 5 of 7 with 16 nodes Bootstrap CV 73, alpha = 0.001, R^2 train: 0.241, R^2 test: 0.302 Bootstrap CV 73, alpha = 0.005, R^2 train: 0.241, R^2 test: 0.303 Bootstrap CV 73, alpha = 0.01, R^2 train: 0.241, R^2 test: 0.304 Bootstrap CV 73, alpha = 0.1, R^2 train: 0.229, R^2 test: 0.299 best alpha via bootstrap CV: 0.01 AUC Train: 0.711, Explained Variance Score Train: 0.241 AUC Validation: 0.759, Explained Variance Score Validation: 0.311 AUC Test: 0.731, Explained Variance Score Test: 0.240 Bootstrap CV 69, alpha = 0.001, R^2 train: 0.175, R^2 test: 0.172 Bootstrap CV 69, alpha = 0.005, R^2 train: 0.175, R^2 test: 0.173 Bootstrap CV 69, alpha = 0.01, R^2 train: 0.175, R^2 test: 0.174 Bootstrap CV 69, alpha = 0.1, R^2 train: 0.161, R^2 test: 0.173 best alpha via bootstrap CV: 0.001 AUC Train: 0.648, Explained Variance Score Train: 0.175 AUC Validation: 0.806, Explained Variance Score Validation: 0.174 AUC Test: 0.731, Explained Variance Score Test: 0.238 Bootstrap CV 68, alpha = 0.001, R^2 train: 0.201, R^2 test: 0.044 Bootstrap CV 68, alpha = 0.005, R^2 train: 0.201, R^2 test: 0.046 Bootstrap CV 68, alpha = 0.01, R^2 train: 0.201, R^2 test: 0.048 Bootstrap CV 68, alpha = 0.1, R^2 train: 0.189, R^2 test: 0.079 best alpha via bootstrap CV: 0.01 AUC Train: 0.750, Explained Variance Score Train: 0.201 AUC Validation: 0.668, Explained Variance Score Validation: 0.098 AUC Test: 0.731, Explained Variance Score Test: 0.240 Bootstrap CV 64, alpha = 0.001, R^2 train: 0.298, R^2 test: 0.227 Bootstrap CV 64, alpha = 0.005, R^2 train: 0.298, R^2 test: 0.227 Bootstrap CV 64, alpha = 0.01, R^2 train: 0.298, R^2 test: 0.227 Bootstrap CV 64, alpha = 0.1, R^2 train: 0.287, R^2 test: 0.221 best alpha via bootstrap CV: 0.01 AUC Train: 0.784, Explained Variance Score Train: 0.298 AUC Validation: 0.703, Explained Variance Score Validation: 0.230 AUC Test: 0.731, Explained Variance Score Test: 0.241 Bootstrap CV 72, alpha = 0.001, R^2 train: 0.352, R^2 test: 0.130 Bootstrap CV 72, alpha = 0.005, R^2 train: 0.352, R^2 test: 0.131 Bootstrap CV 72, alpha = 0.01, R^2 train: 0.352, R^2 test: 0.133 Bootstrap CV 72, alpha = 0.1, R^2 train: 0.343, R^2 test: 0.157 best alpha via bootstrap CV: 0.1 AUC Train: 0.743, Explained Variance Score Train: 0.343 AUC Validation: 0.693, Explained Variance Score Validation: 0.160 AUC Test: 0.731, Explained Variance Score Test: 0.240 Bootstrap CV 67, alpha = 0.001, R^2 train: 0.316, R^2 test: 0.280 Bootstrap CV 67, alpha = 0.005, R^2 train: 0.316, R^2 test: 0.280 Bootstrap CV 67, alpha = 0.01, R^2 train: 0.315, R^2 test: 0.280 Bootstrap CV 67, alpha = 0.1, R^2 train: 0.304, R^2 test: 0.271 best alpha via bootstrap CV: 0.1 AUC Train: 0.777, Explained Variance Score Train: 0.304 AUC Validation: 0.772, Explained Variance Score Validation: 0.281 AUC Test: 0.731, Explained Variance Score Test: 0.239 Bootstrap CV 71, alpha = 0.001, R^2 train: 0.229, R^2 test: 0.170 Bootstrap CV 71, alpha = 0.005, R^2 train: 0.229, R^2 test: 0.171 Bootstrap CV 71, alpha = 0.01, R^2 train: 0.229, R^2 test: 0.174 Bootstrap CV 71, alpha = 0.1, R^2 train: 0.211, R^2 test: 0.189 best alpha via bootstrap CV: 0.01 AUC Train: 0.703, Explained Variance Score Train: 0.229 AUC Validation: 0.727, Explained Variance Score Validation: 0.178 AUC Test: 0.731, Explained Variance Score Test: 0.241 Bootstrap CV 70, alpha = 0.001, R^2 train: 0.256, R^2 test: 0.228 Bootstrap CV 70, alpha = 0.005, R^2 train: 0.256, R^2 test: 0.228 Bootstrap CV 70, alpha = 0.01, R^2 train: 0.256, R^2 test: 0.228 Bootstrap CV 70, alpha = 0.1, R^2 train: 0.249, R^2 test: 0.220 best alpha via bootstrap CV: 0.1 AUC Train: 0.790, Explained Variance Score Train: 0.249 AUC Validation: 0.804, Explained Variance Score Validation: 0.220 AUC Test: 0.731, Explained Variance Score Test: 0.241 Bootstrap CV 75, alpha = 0.001, R^2 train: 0.230, R^2 test: 0.284 Bootstrap CV 75, alpha = 0.005, R^2 train: 0.230, R^2 test: 0.284 Bootstrap CV 75, alpha = 0.01, R^2 train: 0.230, R^2 test: 0.284 Bootstrap CV 75, alpha = 0.1, R^2 train: 0.216, R^2 test: 0.270 best alpha via bootstrap CV: 0.001 AUC Train: 0.742, Explained Variance Score Train: 0.230 AUC Validation: 0.738, Explained Variance Score Validation: 0.297 AUC Test: 0.731, Explained Variance Score Test: 0.239 Bootstrap CV 78, alpha = 0.001, R^2 train: 0.247, R^2 test: 0.218 Bootstrap CV 78, alpha = 0.005, R^2 train: 0.247, R^2 test: 0.218 Bootstrap CV 78, alpha = 0.01, R^2 train: 0.246, R^2 test: 0.219 Bootstrap CV 78, alpha = 0.1, R^2 train: 0.237, R^2 test: 0.217 best alpha via bootstrap CV: 0.001 AUC Train: 0.759, Explained Variance Score Train: 0.247 AUC Validation: 0.718, Explained Variance Score Validation: 0.218 AUC Test: 0.731, Explained Variance Score Test: 0.241 Bootstrap CV 76, alpha = 0.001, R^2 train: 0.206, R^2 test: 0.331 Bootstrap CV 76, alpha = 0.005, R^2 train: 0.206, R^2 test: 0.331 Bootstrap CV 76, alpha = 0.01, R^2 train: 0.206, R^2 test: 0.330 Bootstrap CV 76, alpha = 0.1, R^2 train: 0.191, R^2 test: 0.300 best alpha via bootstrap CV: 0.001 AUC Train: 0.765, Explained Variance Score Train: 0.206 AUC Validation: 0.776, Explained Variance Score Validation: 0.331 AUC Test: 0.731, Explained Variance Score Test: 0.240 Bootstrap CV 66, alpha = 0.001, R^2 train: 0.240, R^2 test: 0.347 Bootstrap CV 66, alpha = 0.005, R^2 train: 0.240, R^2 test: 0.347 Bootstrap CV 66, alpha = 0.01, R^2 train: 0.240, R^2 test: 0.346 Bootstrap CV 66, alpha = 0.1, R^2 train: 0.231, R^2 test: 0.323 best alpha via bootstrap CV: 0.01 AUC Train: 0.700, Explained Variance Score Train: 0.240 AUC Validation: 0.788, Explained Variance Score Validation: 0.348 AUC Test: 0.731, Explained Variance Score Test: 0.241 Bootstrap CV 74, alpha = 0.001, R^2 train: 0.152, R^2 test: 0.209 Bootstrap CV 74, alpha = 0.005, R^2 train: 0.152, R^2 test: 0.208 Bootstrap CV 74, alpha = 0.01, R^2 train: 0.152, R^2 test: 0.206 Bootstrap CV 74, alpha = 0.1, R^2 train: 0.141, R^2 test: 0.171 best alpha via bootstrap CV: 0.001 AUC Train: 0.696, Explained Variance Score Train: 0.152 AUC Validation: 0.801, Explained Variance Score Validation: 0.226 AUC Test: 0.731, Explained Variance Score Test: 0.230 Bootstrap CV 77, alpha = 0.001, R^2 train: 0.178, R^2 test: 0.073 Bootstrap CV 77, alpha = 0.005, R^2 train: 0.178, R^2 test: 0.074 Bootstrap CV 77, alpha = 0.01, R^2 train: 0.178, R^2 test: 0.076 Bootstrap CV 77, alpha = 0.1, R^2 train: 0.164, R^2 test: 0.093 best alpha via bootstrap CV: 0.001 AUC Train: 0.731, Explained Variance Score Train: 0.178 AUC Validation: 0.676, Explained Variance Score Validation: 0.073 AUC Test: 0.731, Explained Variance Score Test: 0.240 Bootstrap CV 65, alpha = 0.001, R^2 train: 0.148, R^2 test: 0.199 Bootstrap CV 65, alpha = 0.005, R^2 train: 0.148, R^2 test: 0.198 Bootstrap CV 65, alpha = 0.01, R^2 train: 0.148, R^2 test: 0.197 Bootstrap CV 65, alpha = 0.1, R^2 train: 0.133, R^2 test: 0.161 best alpha via bootstrap CV: 0.001 AUC Train: 0.751, Explained Variance Score Train: 0.148 AUC Validation: 0.675, Explained Variance Score Validation: 0.211 AUC Test: 0.731, Explained Variance Score Test: 0.224 Bootstrap CV 79, alpha = 0.001, R^2 train: 0.270, R^2 test: 0.393 Bootstrap CV 79, alpha = 0.005, R^2 train: 0.270, R^2 test: 0.392 Bootstrap CV 79, alpha = 0.01, R^2 train: 0.270, R^2 test: 0.390 Bootstrap CV 79, alpha = 0.1, R^2 train: 0.258, R^2 test: 0.347 best alpha via bootstrap CV: 0.01 AUC Train: 0.722, Explained Variance Score Train: 0.270 AUC Validation: 0.814, Explained Variance Score Validation: 0.390 AUC Test: 0.731, Explained Variance Score Test: 0.240 Running batch 6 of 7 with 16 nodes Bootstrap CV 89, alpha = 0.001, R^2 train: 0.182, R^2 test: 0.159 Bootstrap CV 89, alpha = 0.005, R^2 train: 0.182, R^2 test: 0.159 Bootstrap CV 89, alpha = 0.01, R^2 train: 0.182, R^2 test: 0.158 Bootstrap CV 89, alpha = 0.1, R^2 train: 0.165, R^2 test: 0.139 best alpha via bootstrap CV: 0.001 AUC Train: 0.772, Explained Variance Score Train: 0.182 AUC Validation: 0.774, Explained Variance Score Validation: 0.161 AUC Test: 0.731, Explained Variance Score Test: 0.236 Bootstrap CV 82, alpha = 0.001, R^2 train: 0.293, R^2 test: 0.223 Bootstrap CV 82, alpha = 0.005, R^2 train: 0.293, R^2 test: 0.224 Bootstrap CV 82, alpha = 0.01, R^2 train: 0.293, R^2 test: 0.226 Bootstrap CV 82, alpha = 0.1, R^2 train: 0.284, R^2 test: 0.244 best alpha via bootstrap CV: 0.1 AUC Train: 0.741, Explained Variance Score Train: 0.284 AUC Validation: 0.744, Explained Variance Score Validation: 0.247 AUC Test: 0.731, Explained Variance Score Test: 0.241 Bootstrap CV 90, alpha = 0.001, R^2 train: 0.280, R^2 test: 0.383 Bootstrap CV 90, alpha = 0.005, R^2 train: 0.280, R^2 test: 0.381 Bootstrap CV 90, alpha = 0.01, R^2 train: 0.280, R^2 test: 0.379 Bootstrap CV 90, alpha = 0.1, R^2 train: 0.263, R^2 test: 0.328 best alpha via bootstrap CV: 0.001 AUC Train: 0.752, Explained Variance Score Train: 0.280 AUC Validation: 0.875, Explained Variance Score Validation: 0.385 AUC Test: 0.731, Explained Variance Score Test: 0.241 Bootstrap CV 84, alpha = 0.001, R^2 train: 0.240, R^2 test: 0.286 Bootstrap CV 84, alpha = 0.005, R^2 train: 0.240, R^2 test: 0.285 Bootstrap CV 84, alpha = 0.01, R^2 train: 0.240, R^2 test: 0.285 Bootstrap CV 84, alpha = 0.1, R^2 train: 0.232, R^2 test: 0.268 best alpha via bootstrap CV: 0.1 AUC Train: 0.790, Explained Variance Score Train: 0.232 AUC Validation: 0.808, Explained Variance Score Validation: 0.274 AUC Test: 0.731, Explained Variance Score Test: 0.240 Bootstrap CV 80, alpha = 0.001, R^2 train: 0.225, R^2 test: -0.018 Bootstrap CV 80, alpha = 0.005, R^2 train: 0.224, R^2 test: -0.016 Bootstrap CV 80, alpha = 0.01, R^2 train: 0.224, R^2 test: -0.012 Bootstrap CV 80, alpha = 0.1, R^2 train: 0.212, R^2 test: 0.038 best alpha via bootstrap CV: 0.01 AUC Train: 0.691, Explained Variance Score Train: 0.224 AUC Validation: 0.678, Explained Variance Score Validation: 0.007 AUC Test: 0.731, Explained Variance Score Test: 0.241 Bootstrap CV 88, alpha = 0.001, R^2 train: 0.248, R^2 test: 0.183 Bootstrap CV 88, alpha = 0.005, R^2 train: 0.248, R^2 test: 0.182 Bootstrap CV 88, alpha = 0.01, R^2 train: 0.248, R^2 test: 0.182 Bootstrap CV 88, alpha = 0.1, R^2 train: 0.239, R^2 test: 0.171 best alpha via bootstrap CV: 0.01 AUC Train: 0.750, Explained Variance Score Train: 0.248 AUC Validation: 0.737, Explained Variance Score Validation: 0.185 AUC Test: 0.731, Explained Variance Score Test: 0.241 Bootstrap CV 87, alpha = 0.001, R^2 train: 0.259, R^2 test: 0.218 Bootstrap CV 87, alpha = 0.005, R^2 train: 0.259, R^2 test: 0.218 Bootstrap CV 87, alpha = 0.01, R^2 train: 0.259, R^2 test: 0.218 Bootstrap CV 87, alpha = 0.1, R^2 train: 0.246, R^2 test: 0.211 best alpha via bootstrap CV: 0.001 AUC Train: 0.750, Explained Variance Score Train: 0.259 AUC Validation: 0.756, Explained Variance Score Validation: 0.230 AUC Test: 0.731, Explained Variance Score Test: 0.241 Bootstrap CV 83, alpha = 0.001, R^2 train: 0.188, R^2 test: 0.168 Bootstrap CV 83, alpha = 0.005, R^2 train: 0.188, R^2 test: 0.168 Bootstrap CV 83, alpha = 0.01, R^2 train: 0.187, R^2 test: 0.168 Bootstrap CV 83, alpha = 0.1, R^2 train: 0.174, R^2 test: 0.156 best alpha via bootstrap CV: 0.001 AUC Train: 0.749, Explained Variance Score Train: 0.188 AUC Validation: 0.735, Explained Variance Score Validation: 0.171 AUC Test: 0.731, Explained Variance Score Test: 0.240 Bootstrap CV 86, alpha = 0.001, R^2 train: 0.133, R^2 test: 0.151 Bootstrap CV 86, alpha = 0.005, R^2 train: 0.133, R^2 test: 0.151 Bootstrap CV 86, alpha = 0.01, R^2 train: 0.133, R^2 test: 0.151 Bootstrap CV 86, alpha = 0.1, R^2 train: 0.118, R^2 test: 0.131 best alpha via bootstrap CV: 0.001 AUC Train: 0.690, Explained Variance Score Train: 0.133 AUC Validation: 0.755, Explained Variance Score Validation: 0.157 AUC Test: 0.731, Explained Variance Score Test: 0.233 Bootstrap CV 85, alpha = 0.001, R^2 train: 0.173, R^2 test: 0.375 Bootstrap CV 85, alpha = 0.005, R^2 train: 0.173, R^2 test: 0.374 Bootstrap CV 85, alpha = 0.01, R^2 train: 0.173, R^2 test: 0.372 Bootstrap CV 85, alpha = 0.1, R^2 train: 0.161, R^2 test: 0.332 best alpha via bootstrap CV: 0.001 AUC Train: 0.714, Explained Variance Score Train: 0.173 AUC Validation: 0.783, Explained Variance Score Validation: 0.377 AUC Test: 0.731, Explained Variance Score Test: 0.241 Bootstrap CV 81, alpha = 0.001, R^2 train: 0.242, R^2 test: 0.242 Bootstrap CV 81, alpha = 0.005, R^2 train: 0.242, R^2 test: 0.241 Bootstrap CV 81, alpha = 0.01, R^2 train: 0.242, R^2 test: 0.239 Bootstrap CV 81, alpha = 0.1, R^2 train: 0.229, R^2 test: 0.199 best alpha via bootstrap CV: 0.01 AUC Train: 0.713, Explained Variance Score Train: 0.242 AUC Validation: 0.859, Explained Variance Score Validation: 0.268 AUC Test: 0.731, Explained Variance Score Test: 0.241 Bootstrap CV 92, alpha = 0.001, R^2 train: 0.216, R^2 test: 0.232 Bootstrap CV 92, alpha = 0.005, R^2 train: 0.216, R^2 test: 0.232 Bootstrap CV 92, alpha = 0.01, R^2 train: 0.216, R^2 test: 0.232 Bootstrap CV 92, alpha = 0.1, R^2 train: 0.206, R^2 test: 0.226 best alpha via bootstrap CV: 0.01 AUC Train: 0.690, Explained Variance Score Train: 0.216 AUC Validation: 0.790, Explained Variance Score Validation: 0.236 AUC Test: 0.731, Explained Variance Score Test: 0.240 Bootstrap CV 91, alpha = 0.001, R^2 train: 0.275, R^2 test: 0.255 Bootstrap CV 91, alpha = 0.005, R^2 train: 0.275, R^2 test: 0.255 Bootstrap CV 91, alpha = 0.01, R^2 train: 0.275, R^2 test: 0.255 Bootstrap CV 91, alpha = 0.1, R^2 train: 0.267, R^2 test: 0.253 best alpha via bootstrap CV: 0.01 AUC Train: 0.797, Explained Variance Score Train: 0.275 AUC Validation: 0.727, Explained Variance Score Validation: 0.259 AUC Test: 0.731, Explained Variance Score Test: 0.241 Bootstrap CV 94, alpha = 0.001, R^2 train: 0.296, R^2 test: -0.113 Bootstrap CV 94, alpha = 0.005, R^2 train: 0.296, R^2 test: -0.110 Bootstrap CV 94, alpha = 0.01, R^2 train: 0.296, R^2 test: -0.107 Bootstrap CV 94, alpha = 0.1, R^2 train: 0.288, R^2 test: -0.065 best alpha via bootstrap CV: 0.1 AUC Train: 0.758, Explained Variance Score Train: 0.288 AUC Validation: 0.755, Explained Variance Score Validation: 0.042 AUC Test: 0.731, Explained Variance Score Test: 0.240 Bootstrap CV 95, alpha = 0.001, R^2 train: 0.205, R^2 test: 0.078 Bootstrap CV 95, alpha = 0.005, R^2 train: 0.205, R^2 test: 0.079 Bootstrap CV 95, alpha = 0.01, R^2 train: 0.205, R^2 test: 0.081 Bootstrap CV 95, alpha = 0.1, R^2 train: 0.195, R^2 test: 0.097 best alpha via bootstrap CV: 0.001 AUC Train: 0.710, Explained Variance Score Train: 0.205 AUC Validation: 0.711, Explained Variance Score Validation: 0.115 AUC Test: 0.731, Explained Variance Score Test: 0.235 Bootstrap CV 93, alpha = 0.001, R^2 train: 0.273, R^2 test: 0.256 Bootstrap CV 93, alpha = 0.005, R^2 train: 0.273, R^2 test: 0.256 Bootstrap CV 93, alpha = 0.01, R^2 train: 0.273, R^2 test: 0.256 Bootstrap CV 93, alpha = 0.1, R^2 train: 0.259, R^2 test: 0.243 best alpha via bootstrap CV: 0.001 AUC Train: 0.741, Explained Variance Score Train: 0.273 AUC Validation: 0.811, Explained Variance Score Validation: 0.256 AUC Test: 0.731, Explained Variance Score Test: 0.241 Running batch 7 of 7 with 4 nodes Bootstrap CV 97, alpha = 0.001, R^2 train: 0.207, R^2 test: 0.264 Bootstrap CV 97, alpha = 0.005, R^2 train: 0.207, R^2 test: 0.266 Bootstrap CV 97, alpha = 0.01, R^2 train: 0.207, R^2 test: 0.268 Bootstrap CV 97, alpha = 0.1, R^2 train: 0.195, R^2 test: 0.281 best alpha via bootstrap CV: 0.01 AUC Train: 0.789, Explained Variance Score Train: 0.207 AUC Validation: 0.794, Explained Variance Score Validation: 0.270 AUC Test: 0.731, Explained Variance Score Test: 0.240 Bootstrap CV 99, alpha = 0.001, R^2 train: 0.183, R^2 test: 0.365 Bootstrap CV 99, alpha = 0.005, R^2 train: 0.183, R^2 test: 0.363 Bootstrap CV 99, alpha = 0.01, R^2 train: 0.183, R^2 test: 0.361 Bootstrap CV 99, alpha = 0.1, R^2 train: 0.172, R^2 test: 0.315 best alpha via bootstrap CV: 0.001 AUC Train: 0.752, Explained Variance Score Train: 0.183 AUC Validation: 0.810, Explained Variance Score Validation: 0.365 AUC Test: 0.731, Explained Variance Score Test: 0.235 Bootstrap CV 96, alpha = 0.001, R^2 train: 0.264, R^2 test: 0.244 Bootstrap CV 96, alpha = 0.005, R^2 train: 0.264, R^2 test: 0.244 Bootstrap CV 96, alpha = 0.01, R^2 train: 0.264, R^2 test: 0.245 Bootstrap CV 96, alpha = 0.1, R^2 train: 0.254, R^2 test: 0.248 best alpha via bootstrap CV: 0.01 AUC Train: 0.748, Explained Variance Score Train: 0.264 AUC Validation: 0.754, Explained Variance Score Validation: 0.266 AUC Test: 0.731, Explained Variance Score Test: 0.241 Bootstrap CV 98, alpha = 0.001, R^2 train: 0.211, R^2 test: 0.279 Bootstrap CV 98, alpha = 0.005, R^2 train: 0.211, R^2 test: 0.279 Bootstrap CV 98, alpha = 0.01, R^2 train: 0.211, R^2 test: 0.278 Bootstrap CV 98, alpha = 0.1, R^2 train: 0.198, R^2 test: 0.253 best alpha via bootstrap CV: 0.001 AUC Train: 0.764, Explained Variance Score Train: 0.211 AUC Validation: 0.654, Explained Variance Score Validation: 0.288 AUC Test: 0.731, Explained Variance Score Test: 0.241 total Variables 1 and total subjects: 1751 ->AUC validation: 0.741 95% CI: [0.730 , 0.752] ->AUC test: 0.731 95% CI: [0.731 , 0.731] ->R^2 validation: 0.213 95% CI: [0.195 , 0.230] ->R^2 test: 0.239 95% CI: [0.238 , 0.240] ->Explained Variance validation: 0.198 95% CI: [0.178 , 0.217] ->Explained Variance test: 0.234 95% CI: [0.233 , 0.236] Test set metrics: @threshold:1.614, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:1.357, sens:0.024, spec:1.000, ppv:1.000, acc:0.769, f1:0.047, mcc:0.000, total+:2, total-:348 @threshold:1.255, sens:0.036, spec:0.996, ppv:0.750, acc:0.769, f1:0.069, mcc:0.148, total+:4, total-:346 @threshold:1.177, sens:0.048, spec:0.993, ppv:0.667, acc:0.769, f1:0.090, mcc:0.076, total+:6, total-:344 @threshold:1.131, sens:0.060, spec:0.993, ppv:0.714, acc:0.771, f1:0.111, mcc:0.092, total+:7, total-:343 @threshold:0.965, sens:0.108, spec:0.989, ppv:0.750, acc:0.780, f1:0.189, mcc:0.086, total+:12, total-:338 @threshold:0.887, sens:0.120, spec:0.989, ppv:0.769, acc:0.783, f1:0.208, mcc:0.093, total+:13, total-:337 @threshold:0.884, sens:0.145, spec:0.989, ppv:0.800, acc:0.789, f1:0.245, mcc:0.106, total+:15, total-:335 @threshold:0.869, sens:0.145, spec:0.981, ppv:0.706, acc:0.783, f1:0.240, mcc:0.057, total+:17, total-:333 @threshold:0.759, sens:0.169, spec:0.978, ppv:0.700, acc:0.786, f1:0.272, mcc:0.051, total+:20, total-:330 @threshold:0.734, sens:0.193, spec:0.974, ppv:0.696, acc:0.789, f1:0.302, mcc:0.046, total+:23, total-:327 @threshold:0.721, sens:0.205, spec:0.966, ppv:0.654, acc:0.786, f1:0.312, mcc:0.035, total+:26, total-:324 @threshold:0.693, sens:0.205, spec:0.963, ppv:0.630, acc:0.783, f1:0.309, mcc:0.030, total+:27, total-:323 @threshold:0.645, sens:0.217, spec:0.955, ppv:0.600, acc:0.780, f1:0.319, mcc:0.025, total+:30, total-:320 @threshold:0.640, sens:0.217, spec:0.951, ppv:0.581, acc:0.777, f1:0.316, mcc:0.022, total+:31, total-:319 @threshold:0.581, sens:0.229, spec:0.944, ppv:0.559, acc:0.774, f1:0.325, mcc:0.019, total+:34, total-:316 @threshold:0.579, sens:0.229, spec:0.940, ppv:0.543, acc:0.771, f1:0.322, mcc:0.017, total+:35, total-:315 @threshold:0.569, sens:0.229, spec:0.925, ppv:0.487, acc:0.760, f1:0.311, mcc:0.012, total+:39, total-:311 @threshold:0.561, sens:0.241, spec:0.925, ppv:0.500, acc:0.763, f1:0.325, mcc:0.013, total+:40, total-:310 @threshold:0.556, sens:0.241, spec:0.921, ppv:0.488, acc:0.760, f1:0.323, mcc:0.012, total+:41, total-:309 @threshold:0.543, sens:0.241, spec:0.910, ppv:0.455, acc:0.751, f1:0.315, mcc:0.009, total+:44, total-:306 @threshold:0.541, sens:0.253, spec:0.910, ppv:0.467, acc:0.754, f1:0.328, mcc:0.010, total+:45, total-:305 @threshold:0.508, sens:0.277, spec:0.906, ppv:0.479, acc:0.757, f1:0.351, mcc:0.011, total+:48, total-:302 @threshold:0.505, sens:0.289, spec:0.906, ppv:0.490, acc:0.760, f1:0.364, mcc:0.011, total+:49, total-:301 @threshold:0.485, sens:0.301, spec:0.903, ppv:0.490, acc:0.760, f1:0.373, mcc:0.011, total+:51, total-:299 @threshold:0.470, sens:0.313, spec:0.895, ppv:0.481, acc:0.757, f1:0.380, mcc:0.010, total+:54, total-:296 @threshold:0.464, sens:0.337, spec:0.895, ppv:0.500, acc:0.763, f1:0.403, mcc:0.011, total+:56, total-:294 @threshold:0.462, sens:0.337, spec:0.891, ppv:0.491, acc:0.760, f1:0.400, mcc:0.011, total+:57, total-:293 @threshold:0.459, sens:0.361, spec:0.891, ppv:0.508, acc:0.766, f1:0.423, mcc:0.012, total+:59, total-:291 @threshold:0.454, sens:0.361, spec:0.888, ppv:0.500, acc:0.763, f1:0.420, mcc:0.011, total+:60, total-:290 @threshold:0.439, sens:0.373, spec:0.876, ppv:0.484, acc:0.757, f1:0.422, mcc:0.010, total+:64, total-:286 @threshold:0.426, sens:0.386, spec:0.865, ppv:0.471, acc:0.751, f1:0.424, mcc:0.009, total+:68, total-:282 @threshold:0.421, sens:0.386, spec:0.861, ppv:0.464, acc:0.749, f1:0.421, mcc:0.008, total+:69, total-:281 @threshold:0.411, sens:0.398, spec:0.858, ppv:0.465, acc:0.749, f1:0.429, mcc:0.008, total+:71, total-:279 @threshold:0.391, sens:0.410, spec:0.858, ppv:0.472, acc:0.751, f1:0.439, mcc:0.009, total+:72, total-:278 @threshold:0.378, sens:0.434, spec:0.846, ppv:0.468, acc:0.749, f1:0.450, mcc:0.008, total+:77, total-:273 @threshold:0.373, sens:0.446, spec:0.843, ppv:0.468, acc:0.749, f1:0.457, mcc:0.008, total+:79, total-:271 @threshold:0.363, sens:0.458, spec:0.835, ppv:0.463, acc:0.746, f1:0.461, mcc:0.008, total+:82, total-:268 @threshold:0.345, sens:0.458, spec:0.831, ppv:0.458, acc:0.743, f1:0.458, mcc:0.008, total+:83, total-:267 @threshold:0.340, sens:0.494, spec:0.824, ppv:0.466, acc:0.746, f1:0.480, mcc:0.008, total+:88, total-:262 @threshold:0.327, sens:0.494, spec:0.820, ppv:0.461, acc:0.743, f1:0.477, mcc:0.008, total+:89, total-:261 @threshold:0.319, sens:0.506, spec:0.820, ppv:0.467, acc:0.746, f1:0.486, mcc:0.008, total+:90, total-:260 @threshold:0.302, sens:0.530, spec:0.813, ppv:0.468, acc:0.746, f1:0.497, mcc:0.008, total+:94, total-:256 @threshold:0.299, sens:0.542, spec:0.813, ppv:0.474, acc:0.749, f1:0.506, mcc:0.008, total+:95, total-:255 @threshold:0.297, sens:0.542, spec:0.809, ppv:0.469, acc:0.746, f1:0.503, mcc:0.008, total+:96, total-:254 @threshold:0.289, sens:0.554, spec:0.805, ppv:0.469, acc:0.746, f1:0.508, mcc:0.008, total+:98, total-:252 @threshold:0.286, sens:0.554, spec:0.801, ppv:0.465, acc:0.743, f1:0.505, mcc:0.008, total+:99, total-:251 @threshold:0.284, sens:0.566, spec:0.801, ppv:0.470, acc:0.746, f1:0.514, mcc:0.008, total+:100, total-:250 @threshold:0.269, sens:0.566, spec:0.798, ppv:0.465, acc:0.743, f1:0.511, mcc:0.008, total+:101, total-:249 @threshold:0.251, sens:0.566, spec:0.775, ppv:0.439, acc:0.726, f1:0.495, mcc:0.006, total+:107, total-:243 @threshold:0.246, sens:0.566, spec:0.768, ppv:0.431, acc:0.720, f1:0.490, mcc:0.006, total+:109, total-:241 @threshold:0.228, sens:0.578, spec:0.768, ppv:0.436, acc:0.723, f1:0.497, mcc:0.006, total+:110, total-:240 @threshold:0.210, sens:0.590, spec:0.749, ppv:0.422, acc:0.711, f1:0.492, mcc:0.006, total+:116, total-:234 @threshold:0.205, sens:0.602, spec:0.745, ppv:0.424, acc:0.711, f1:0.498, mcc:0.006, total+:118, total-:232 @threshold:0.202, sens:0.602, spec:0.742, ppv:0.420, acc:0.709, f1:0.495, mcc:0.006, total+:119, total-:231 @threshold:0.200, sens:0.614, spec:0.742, ppv:0.425, acc:0.711, f1:0.502, mcc:0.006, total+:120, total-:230 @threshold:0.187, sens:0.614, spec:0.730, ppv:0.415, acc:0.703, f1:0.495, mcc:0.005, total+:123, total-:227 @threshold:0.182, sens:0.614, spec:0.727, ppv:0.411, acc:0.700, f1:0.493, mcc:0.005, total+:124, total-:226 @threshold:0.169, sens:0.627, spec:0.723, ppv:0.413, acc:0.700, f1:0.498, mcc:0.005, total+:126, total-:224 @threshold:0.167, sens:0.627, spec:0.719, ppv:0.409, acc:0.697, f1:0.495, mcc:0.005, total+:127, total-:223 @threshold:0.154, sens:0.639, spec:0.715, ppv:0.411, acc:0.697, f1:0.500, mcc:0.005, total+:129, total-:221 @threshold:0.152, sens:0.639, spec:0.708, ppv:0.405, acc:0.691, f1:0.495, mcc:0.005, total+:131, total-:219 @threshold:0.141, sens:0.639, spec:0.704, ppv:0.402, acc:0.689, f1:0.493, mcc:0.005, total+:132, total-:218 @threshold:0.136, sens:0.651, spec:0.697, ppv:0.400, acc:0.686, f1:0.495, mcc:0.005, total+:135, total-:215 @threshold:0.121, sens:0.651, spec:0.682, ppv:0.388, acc:0.674, f1:0.486, mcc:0.004, total+:139, total-:211 @threshold:0.116, sens:0.651, spec:0.678, ppv:0.386, acc:0.671, f1:0.484, mcc:0.004, total+:140, total-:210 @threshold:0.096, sens:0.675, spec:0.655, ppv:0.378, acc:0.660, f1:0.485, mcc:0.004, total+:148, total-:202 @threshold:0.093, sens:0.675, spec:0.652, ppv:0.376, acc:0.657, f1:0.483, mcc:0.004, total+:149, total-:201 @threshold:0.091, sens:0.687, spec:0.652, ppv:0.380, acc:0.660, f1:0.489, mcc:0.004, total+:150, total-:200 @threshold:0.083, sens:0.687, spec:0.640, ppv:0.373, acc:0.651, f1:0.483, mcc:0.004, total+:153, total-:197 @threshold:0.070, sens:0.711, spec:0.592, ppv:0.351, acc:0.620, f1:0.470, mcc:0.003, total+:168, total-:182 @threshold:0.063, sens:0.723, spec:0.588, ppv:0.353, acc:0.620, f1:0.474, mcc:0.003, total+:170, total-:180 @threshold:0.058, sens:0.747, spec:0.581, ppv:0.356, acc:0.620, f1:0.482, mcc:0.003, total+:174, total-:176 @threshold:0.050, sens:0.759, spec:0.581, ppv:0.360, acc:0.623, f1:0.488, mcc:0.004, total+:175, total-:175 @threshold:0.045, sens:0.783, spec:0.577, ppv:0.365, acc:0.626, f1:0.498, mcc:0.004, total+:178, total-:172 @threshold:0.027, sens:0.795, spec:0.554, ppv:0.357, acc:0.611, f1:0.493, mcc:0.004, total+:185, total-:165 @threshold:0.022, sens:0.795, spec:0.543, ppv:0.351, acc:0.603, f1:0.487, mcc:0.003, total+:188, total-:162 @threshold:0.019, sens:0.795, spec:0.536, ppv:0.347, acc:0.597, f1:0.484, mcc:0.003, total+:190, total-:160 @threshold:0.014, sens:0.795, spec:0.532, ppv:0.346, acc:0.594, f1:0.482, mcc:0.003, total+:191, total-:159 @threshold:0.012, sens:0.807, spec:0.532, ppv:0.349, acc:0.597, f1:0.487, mcc:0.003, total+:192, total-:158 @threshold:0.009, sens:0.807, spec:0.524, ppv:0.345, acc:0.591, f1:0.484, mcc:0.003, total+:194, total-:156 @threshold:-0.001, sens:0.819, spec:0.502, ppv:0.338, acc:0.577, f1:0.479, mcc:0.003, total+:201, total-:149 @threshold:-0.006, sens:0.843, spec:0.498, ppv:0.343, acc:0.580, f1:0.488, mcc:0.003, total+:204, total-:146 @threshold:-0.014, sens:0.843, spec:0.483, ppv:0.337, acc:0.569, f1:0.481, mcc:0.003, total+:208, total-:142 @threshold:-0.016, sens:0.843, spec:0.472, ppv:0.332, acc:0.560, f1:0.476, mcc:0.003, total+:211, total-:139 @threshold:-0.019, sens:0.855, spec:0.472, ppv:0.335, acc:0.563, f1:0.481, mcc:0.003, total+:212, total-:138 @threshold:-0.029, sens:0.855, spec:0.468, ppv:0.333, acc:0.560, f1:0.480, mcc:0.003, total+:213, total-:137 @threshold:-0.034, sens:0.855, spec:0.461, ppv:0.330, acc:0.554, f1:0.477, mcc:0.003, total+:215, total-:135 @threshold:-0.039, sens:0.855, spec:0.457, ppv:0.329, acc:0.551, f1:0.475, mcc:0.003, total+:216, total-:134 @threshold:-0.042, sens:0.867, spec:0.431, ppv:0.321, acc:0.534, f1:0.469, mcc:0.003, total+:224, total-:126 @threshold:-0.087, sens:0.867, spec:0.404, ppv:0.312, acc:0.514, f1:0.459, mcc:0.003, total+:231, total-:119 @threshold:-0.090, sens:0.867, spec:0.401, ppv:0.310, acc:0.511, f1:0.457, mcc:0.003, total+:232, total-:118 @threshold:-0.098, sens:0.880, spec:0.390, ppv:0.309, acc:0.506, f1:0.458, mcc:0.003, total+:236, total-:114 @threshold:-0.103, sens:0.880, spec:0.378, ppv:0.305, acc:0.497, f1:0.453, mcc:0.002, total+:239, total-:111 @threshold:-0.136, sens:0.904, spec:0.337, ppv:0.298, acc:0.471, f1:0.448, mcc:0.002, total+:252, total-:98 @threshold:-0.138, sens:0.904, spec:0.333, ppv:0.296, acc:0.469, f1:0.446, mcc:0.002, total+:253, total-:97 @threshold:-0.154, sens:0.904, spec:0.318, ppv:0.292, acc:0.457, f1:0.441, mcc:0.002, total+:257, total-:93 @threshold:-0.161, sens:0.904, spec:0.315, ppv:0.291, acc:0.454, f1:0.440, mcc:0.002, total+:258, total-:92 @threshold:-0.164, sens:0.916, spec:0.315, ppv:0.293, acc:0.457, f1:0.444, mcc:0.002, total+:259, total-:91 @threshold:-0.179, sens:0.916, spec:0.311, ppv:0.292, acc:0.454, f1:0.443, mcc:0.002, total+:260, total-:90 @threshold:-0.192, sens:0.928, spec:0.300, ppv:0.292, acc:0.449, f1:0.444, mcc:0.002, total+:264, total-:86 @threshold:-0.194, sens:0.928, spec:0.296, ppv:0.291, acc:0.446, f1:0.443, mcc:0.002, total+:265, total-:85 @threshold:-0.227, sens:0.928, spec:0.255, ppv:0.279, acc:0.414, f1:0.429, mcc:0.002, total+:276, total-:74 @threshold:-0.232, sens:0.928, spec:0.251, ppv:0.278, acc:0.411, f1:0.428, mcc:0.002, total+:277, total-:73 @threshold:-0.245, sens:0.940, spec:0.236, ppv:0.277, acc:0.403, f1:0.427, mcc:0.002, total+:282, total-:68 @threshold:-0.253, sens:0.940, spec:0.232, ppv:0.276, acc:0.400, f1:0.426, mcc:0.002, total+:283, total-:67 @threshold:-0.260, sens:0.952, spec:0.232, ppv:0.278, acc:0.403, f1:0.431, mcc:0.002, total+:284, total-:66 @threshold:-0.265, sens:0.952, spec:0.228, ppv:0.277, acc:0.400, f1:0.429, mcc:0.002, total+:285, total-:65 @threshold:-0.268, sens:0.952, spec:0.213, ppv:0.273, acc:0.389, f1:0.425, mcc:0.002, total+:289, total-:61 @threshold:-0.278, sens:0.952, spec:0.210, ppv:0.272, acc:0.386, f1:0.424, mcc:0.002, total+:290, total-:60 @threshold:-0.281, sens:0.952, spec:0.202, ppv:0.271, acc:0.380, f1:0.421, mcc:0.002, total+:292, total-:58 @threshold:-0.288, sens:0.952, spec:0.191, ppv:0.268, acc:0.371, f1:0.418, mcc:0.002, total+:295, total-:55 @threshold:-0.355, sens:0.952, spec:0.165, ppv:0.262, acc:0.351, f1:0.410, mcc:0.002, total+:302, total-:48 @threshold:-0.362, sens:0.952, spec:0.161, ppv:0.261, acc:0.349, f1:0.409, mcc:0.002, total+:303, total-:47 @threshold:-0.421, sens:0.952, spec:0.131, ppv:0.254, acc:0.326, f1:0.401, mcc:0.001, total+:311, total-:39 @threshold:-0.423, sens:0.952, spec:0.127, ppv:0.253, acc:0.323, f1:0.400, mcc:0.001, total+:312, total-:38 @threshold:-0.431, sens:0.964, spec:0.127, ppv:0.256, acc:0.326, f1:0.404, mcc:0.002, total+:313, total-:37 @threshold:-0.505, sens:0.964, spec:0.112, ppv:0.252, acc:0.314, f1:0.400, mcc:0.001, total+:317, total-:33 @threshold:-0.507, sens:0.964, spec:0.109, ppv:0.252, acc:0.311, f1:0.399, mcc:0.001, total+:318, total-:32 @threshold:-0.530, sens:0.964, spec:0.090, ppv:0.248, acc:0.297, f1:0.394, mcc:0.001, total+:323, total-:27 @threshold:-0.540, sens:0.964, spec:0.086, ppv:0.247, acc:0.294, f1:0.393, mcc:0.001, total+:324, total-:26 @threshold:-0.644, sens:0.964, spec:0.052, ppv:0.240, acc:0.269, f1:0.385, mcc:0.001, total+:333, total-:17 @threshold:-0.647, sens:0.964, spec:0.049, ppv:0.240, acc:0.266, f1:0.384, mcc:0.001, total+:334, total-:16 @threshold:-0.683, sens:0.964, spec:0.037, ppv:0.237, acc:0.257, f1:0.381, mcc:0.000, total+:337, total-:13 @threshold:-0.817, sens:0.988, spec:0.019, ppv:0.238, acc:0.249, f1:0.384, mcc:0.001, total+:344, total-:6 @threshold:-0.861, sens:0.988, spec:0.015, ppv:0.238, acc:0.246, f1:0.383, mcc:0.000, total+:345, total-:5 @threshold:-1.430, sens:1.000, spec:0.004, ppv:0.238, acc:0.240, f1:0.384, mcc:0.002, total+:349, total-:1 * Vital: BMI-latest | coef 0.487 95% CI: [0.478 , 0.496] | OR_adj 1.628 [1.613 1.642] | occ: 1672 | OR_unadj: 4.483 [3.496 5.747] | indivs AUC:0.731 Correlated most with: Vital : 0.487124021989 Time to run analysis 0:00:31.622237 Total Time elapsed 6:05:18.935814 ----------------------------------------------------- boys no_min bmi_latest randomforest regression Running batch 1 of 7 with 16 nodes Bootstrap CV 10, alpha = (3000, 2, 1), R^2 train: 0.729, R^2 test: -0.353 Bootstrap CV 10, alpha = (3000, 2, 2), R^2 train: 0.556, R^2 test: -0.207 Bootstrap CV 10, alpha = (3000, 2, 5), R^2 train: 0.387, R^2 test: -0.117 Bootstrap CV 10, alpha = (3000, 2, 7), R^2 train: 0.339, R^2 test: -0.137 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.803, Explained Variance Score Train: 0.339 AUC Validation: 0.616, Explained Variance Score Validation: -0.127 AUC Test: 0.731, Explained Variance Score Test: 0.248 Bootstrap CV 12, alpha = (3000, 2, 1), R^2 train: 0.604, R^2 test: -0.041 Bootstrap CV 12, alpha = (3000, 2, 2), R^2 train: 0.497, R^2 test: 0.041 Bootstrap CV 12, alpha = (3000, 2, 5), R^2 train: 0.347, R^2 test: 0.159 Bootstrap CV 12, alpha = (3000, 2, 7), R^2 train: 0.312, R^2 test: 0.191 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.836, Explained Variance Score Train: 0.312 AUC Validation: 0.706, Explained Variance Score Validation: 0.192 AUC Test: 0.708, Explained Variance Score Test: 0.209 Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.591, R^2 test: -0.247 Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.437, R^2 test: -0.074 Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.327, R^2 test: 0.044 Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.289, R^2 test: 0.087 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.793, Explained Variance Score Train: 0.289 AUC Validation: 0.688, Explained Variance Score Validation: 0.111 AUC Test: 0.659, Explained Variance Score Test: 0.107 Bootstrap CV 11, alpha = (3000, 2, 1), R^2 train: 0.544, R^2 test: 0.026 Bootstrap CV 11, alpha = (3000, 2, 2), R^2 train: 0.416, R^2 test: 0.056 Bootstrap CV 11, alpha = (3000, 2, 5), R^2 train: 0.285, R^2 test: 0.080 Bootstrap CV 11, alpha = (3000, 2, 7), R^2 train: 0.254, R^2 test: 0.096 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.782, Explained Variance Score Train: 0.254 AUC Validation: 0.705, Explained Variance Score Validation: 0.111 AUC Test: 0.703, Explained Variance Score Test: 0.203 Bootstrap CV 15, alpha = (3000, 2, 1), R^2 train: 0.607, R^2 test: -0.294 Bootstrap CV 15, alpha = (3000, 2, 2), R^2 train: 0.511, R^2 test: -0.138 Bootstrap CV 15, alpha = (3000, 2, 5), R^2 train: 0.398, R^2 test: 0.006 Bootstrap CV 15, alpha = (3000, 2, 7), R^2 train: 0.343, R^2 test: 0.064 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.798, Explained Variance Score Train: 0.343 AUC Validation: 0.682, Explained Variance Score Validation: 0.071 AUC Test: 0.715, Explained Variance Score Test: 0.172 Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.751, R^2 test: -0.009 Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.563, R^2 test: 0.091 Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.415, R^2 test: 0.166 Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.369, R^2 test: 0.172 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.804, Explained Variance Score Train: 0.369 AUC Validation: 0.634, Explained Variance Score Validation: 0.176 AUC Test: 0.712, Explained Variance Score Test: 0.224 Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.703, R^2 test: -0.004 Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.546, R^2 test: 0.148 Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.353, R^2 test: 0.204 Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.297, R^2 test: 0.214 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.759, Explained Variance Score Train: 0.297 AUC Validation: 0.730, Explained Variance Score Validation: 0.214 AUC Test: 0.685, Explained Variance Score Test: 0.154 Bootstrap CV 13, alpha = (3000, 2, 1), R^2 train: 0.745, R^2 test: 0.116 Bootstrap CV 13, alpha = (3000, 2, 2), R^2 train: 0.638, R^2 test: 0.156 Bootstrap CV 13, alpha = (3000, 2, 5), R^2 train: 0.458, R^2 test: 0.218 Bootstrap CV 13, alpha = (3000, 2, 7), R^2 train: 0.389, R^2 test: 0.229 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.834, Explained Variance Score Train: 0.389 AUC Validation: 0.751, Explained Variance Score Validation: 0.238 AUC Test: 0.727, Explained Variance Score Test: 0.228 Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.681, R^2 test: 0.123 Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.530, R^2 test: 0.185 Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.391, R^2 test: 0.195 Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.359, R^2 test: 0.202 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.789, Explained Variance Score Train: 0.359 AUC Validation: 0.719, Explained Variance Score Validation: 0.206 AUC Test: 0.696, Explained Variance Score Test: 0.203 Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.582, R^2 test: -0.098 Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.439, R^2 test: 0.000 Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.282, R^2 test: 0.101 Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.229, R^2 test: 0.110 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.779, Explained Variance Score Train: 0.229 AUC Validation: 0.659, Explained Variance Score Validation: 0.111 AUC Test: 0.686, Explained Variance Score Test: 0.182 Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.650, R^2 test: -0.066 Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.494, R^2 test: 0.099 Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.330, R^2 test: 0.207 Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.280, R^2 test: 0.256 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.779, Explained Variance Score Train: 0.280 AUC Validation: 0.732, Explained Variance Score Validation: 0.257 AUC Test: 0.710, Explained Variance Score Test: 0.220 Bootstrap CV 14, alpha = (3000, 2, 1), R^2 train: 0.622, R^2 test: -0.698 Bootstrap CV 14, alpha = (3000, 2, 2), R^2 train: 0.521, R^2 test: -0.500 Bootstrap CV 14, alpha = (3000, 2, 5), R^2 train: 0.435, R^2 test: -0.314 Bootstrap CV 14, alpha = (3000, 2, 7), R^2 train: 0.395, R^2 test: -0.233 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.852, Explained Variance Score Train: 0.395 AUC Validation: 0.617, Explained Variance Score Validation: -0.208 AUC Test: 0.687, Explained Variance Score Test: 0.120 Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.677, R^2 test: -0.104 Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.506, R^2 test: 0.012 Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.354, R^2 test: 0.137 Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.297, R^2 test: 0.208 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.796, Explained Variance Score Train: 0.297 AUC Validation: 0.663, Explained Variance Score Validation: 0.211 AUC Test: 0.686, Explained Variance Score Test: 0.190 Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.666, R^2 test: -0.252 Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.523, R^2 test: -0.060 Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.362, R^2 test: 0.066 Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.326, R^2 test: 0.088 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.830, Explained Variance Score Train: 0.326 AUC Validation: 0.671, Explained Variance Score Validation: 0.114 AUC Test: 0.690, Explained Variance Score Test: 0.168 Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.641, R^2 test: -0.041 Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.470, R^2 test: -0.003 Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.339, R^2 test: 0.115 Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.295, R^2 test: 0.123 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.814, Explained Variance Score Train: 0.295 AUC Validation: 0.709, Explained Variance Score Validation: 0.143 AUC Test: 0.739, Explained Variance Score Test: 0.241 Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.562, R^2 test: 0.068 Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.412, R^2 test: 0.130 Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.298, R^2 test: 0.157 Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.275, R^2 test: 0.159 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.743, Explained Variance Score Train: 0.275 AUC Validation: 0.777, Explained Variance Score Validation: 0.163 AUC Test: 0.715, Explained Variance Score Test: 0.206 Running batch 2 of 7 with 16 nodes Bootstrap CV 18, alpha = (3000, 2, 1), R^2 train: 0.571, R^2 test: -0.068 Bootstrap CV 18, alpha = (3000, 2, 2), R^2 train: 0.445, R^2 test: 0.047 Bootstrap CV 18, alpha = (3000, 2, 5), R^2 train: 0.326, R^2 test: 0.111 Bootstrap CV 18, alpha = (3000, 2, 7), R^2 train: 0.294, R^2 test: 0.152 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.802, Explained Variance Score Train: 0.294 AUC Validation: 0.762, Explained Variance Score Validation: 0.156 AUC Test: 0.706, Explained Variance Score Test: 0.196 Bootstrap CV 16, alpha = (3000, 2, 1), R^2 train: 0.660, R^2 test: 0.176 Bootstrap CV 16, alpha = (3000, 2, 2), R^2 train: 0.533, R^2 test: 0.248 Bootstrap CV 16, alpha = (3000, 2, 5), R^2 train: 0.428, R^2 test: 0.297 Bootstrap CV 16, alpha = (3000, 2, 7), R^2 train: 0.385, R^2 test: 0.283 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.813, Explained Variance Score Train: 0.385 AUC Validation: 0.731, Explained Variance Score Validation: 0.286 AUC Test: 0.693, Explained Variance Score Test: 0.224 Bootstrap CV 26, alpha = (3000, 2, 1), R^2 train: 0.759, R^2 test: -0.463 Bootstrap CV 26, alpha = (3000, 2, 2), R^2 train: 0.592, R^2 test: -0.283 Bootstrap CV 26, alpha = (3000, 2, 5), R^2 train: 0.447, R^2 test: -0.082 Bootstrap CV 26, alpha = (3000, 2, 7), R^2 train: 0.395, R^2 test: -0.000 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.870, Explained Variance Score Train: 0.395 AUC Validation: 0.582, Explained Variance Score Validation: 0.014 AUC Test: 0.709, Explained Variance Score Test: 0.195 Bootstrap CV 17, alpha = (3000, 2, 1), R^2 train: 0.641, R^2 test: -0.095 Bootstrap CV 17, alpha = (3000, 2, 2), R^2 train: 0.466, R^2 test: -0.027 Bootstrap CV 17, alpha = (3000, 2, 5), R^2 train: 0.338, R^2 test: 0.059 Bootstrap CV 17, alpha = (3000, 2, 7), R^2 train: 0.298, R^2 test: 0.098 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.862, Explained Variance Score Train: 0.298 AUC Validation: 0.650, Explained Variance Score Validation: 0.113 AUC Test: 0.712, Explained Variance Score Test: 0.180 Bootstrap CV 30, alpha = (3000, 2, 1), R^2 train: 0.762, R^2 test: -0.095 Bootstrap CV 30, alpha = (3000, 2, 2), R^2 train: 0.633, R^2 test: -0.047 Bootstrap CV 30, alpha = (3000, 2, 5), R^2 train: 0.481, R^2 test: 0.042 Bootstrap CV 30, alpha = (3000, 2, 7), R^2 train: 0.444, R^2 test: 0.080 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.824, Explained Variance Score Train: 0.444 AUC Validation: 0.770, Explained Variance Score Validation: 0.088 AUC Test: 0.710, Explained Variance Score Test: 0.211 Bootstrap CV 22, alpha = (3000, 2, 1), R^2 train: 0.548, R^2 test: -0.158 Bootstrap CV 22, alpha = (3000, 2, 2), R^2 train: 0.437, R^2 test: -0.113 Bootstrap CV 22, alpha = (3000, 2, 5), R^2 train: 0.280, R^2 test: 0.089 Bootstrap CV 22, alpha = (3000, 2, 7), R^2 train: 0.239, R^2 test: 0.124 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.741, Explained Variance Score Train: 0.239 AUC Validation: 0.716, Explained Variance Score Validation: 0.136 AUC Test: 0.697, Explained Variance Score Test: 0.182 Bootstrap CV 25, alpha = (3000, 2, 1), R^2 train: 0.637, R^2 test: -0.253 Bootstrap CV 25, alpha = (3000, 2, 2), R^2 train: 0.533, R^2 test: -0.156 Bootstrap CV 25, alpha = (3000, 2, 5), R^2 train: 0.445, R^2 test: 0.007 Bootstrap CV 25, alpha = (3000, 2, 7), R^2 train: 0.429, R^2 test: 0.074 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.850, Explained Variance Score Train: 0.429 AUC Validation: 0.808, Explained Variance Score Validation: 0.160 AUC Test: 0.671, Explained Variance Score Test: 0.086 Bootstrap CV 29, alpha = (3000, 2, 1), R^2 train: 0.673, R^2 test: -0.020 Bootstrap CV 29, alpha = (3000, 2, 2), R^2 train: 0.553, R^2 test: 0.127 Bootstrap CV 29, alpha = (3000, 2, 5), R^2 train: 0.362, R^2 test: 0.219 Bootstrap CV 29, alpha = (3000, 2, 7), R^2 train: 0.307, R^2 test: 0.214 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.806, Explained Variance Score Train: 0.307 AUC Validation: 0.729, Explained Variance Score Validation: 0.218 AUC Test: 0.715, Explained Variance Score Test: 0.214 Bootstrap CV 21, alpha = (3000, 2, 1), R^2 train: 0.583, R^2 test: 0.110 Bootstrap CV 21, alpha = (3000, 2, 2), R^2 train: 0.449, R^2 test: 0.171 Bootstrap CV 21, alpha = (3000, 2, 5), R^2 train: 0.299, R^2 test: 0.188 Bootstrap CV 21, alpha = (3000, 2, 7), R^2 train: 0.256, R^2 test: 0.191 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.862, Explained Variance Score Train: 0.256 AUC Validation: 0.715, Explained Variance Score Validation: 0.200 AUC Test: 0.710, Explained Variance Score Test: 0.211 Bootstrap CV 23, alpha = (3000, 2, 1), R^2 train: 0.807, R^2 test: -0.005 Bootstrap CV 23, alpha = (3000, 2, 2), R^2 train: 0.666, R^2 test: -0.005 Bootstrap CV 23, alpha = (3000, 2, 5), R^2 train: 0.517, R^2 test: 0.012 Bootstrap CV 23, alpha = (3000, 2, 7), R^2 train: 0.481, R^2 test: 0.039 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.862, Explained Variance Score Train: 0.481 AUC Validation: 0.621, Explained Variance Score Validation: 0.039 AUC Test: 0.717, Explained Variance Score Test: 0.216 Bootstrap CV 24, alpha = (3000, 2, 1), R^2 train: 0.751, R^2 test: -0.182 Bootstrap CV 24, alpha = (3000, 2, 2), R^2 train: 0.549, R^2 test: 0.087 Bootstrap CV 24, alpha = (3000, 2, 5), R^2 train: 0.365, R^2 test: 0.164 Bootstrap CV 24, alpha = (3000, 2, 7), R^2 train: 0.319, R^2 test: 0.155 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.851, Explained Variance Score Train: 0.319 AUC Validation: 0.712, Explained Variance Score Validation: 0.157 AUC Test: 0.713, Explained Variance Score Test: 0.228 Bootstrap CV 31, alpha = (3000, 2, 1), R^2 train: 0.762, R^2 test: 0.090 Bootstrap CV 31, alpha = (3000, 2, 2), R^2 train: 0.560, R^2 test: 0.112 Bootstrap CV 31, alpha = (3000, 2, 5), R^2 train: 0.422, R^2 test: 0.150 Bootstrap CV 31, alpha = (3000, 2, 7), R^2 train: 0.391, R^2 test: 0.140 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.853, Explained Variance Score Train: 0.391 AUC Validation: 0.708, Explained Variance Score Validation: 0.176 AUC Test: 0.704, Explained Variance Score Test: 0.221 Bootstrap CV 28, alpha = (3000, 2, 1), R^2 train: 0.648, R^2 test: 0.139 Bootstrap CV 28, alpha = (3000, 2, 2), R^2 train: 0.497, R^2 test: 0.185 Bootstrap CV 28, alpha = (3000, 2, 5), R^2 train: 0.388, R^2 test: 0.212 Bootstrap CV 28, alpha = (3000, 2, 7), R^2 train: 0.338, R^2 test: 0.223 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.833, Explained Variance Score Train: 0.338 AUC Validation: 0.781, Explained Variance Score Validation: 0.229 AUC Test: 0.724, Explained Variance Score Test: 0.246 Bootstrap CV 27, alpha = (3000, 2, 1), R^2 train: 0.653, R^2 test: -0.108 Bootstrap CV 27, alpha = (3000, 2, 2), R^2 train: 0.529, R^2 test: 0.078 Bootstrap CV 27, alpha = (3000, 2, 5), R^2 train: 0.397, R^2 test: 0.207 Bootstrap CV 27, alpha = (3000, 2, 7), R^2 train: 0.372, R^2 test: 0.228 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.793, Explained Variance Score Train: 0.372 AUC Validation: 0.705, Explained Variance Score Validation: 0.230 AUC Test: 0.685, Explained Variance Score Test: 0.142 Bootstrap CV 20, alpha = (3000, 2, 1), R^2 train: 0.785, R^2 test: -0.091 Bootstrap CV 20, alpha = (3000, 2, 2), R^2 train: 0.625, R^2 test: 0.161 Bootstrap CV 20, alpha = (3000, 2, 5), R^2 train: 0.477, R^2 test: 0.289 Bootstrap CV 20, alpha = (3000, 2, 7), R^2 train: 0.437, R^2 test: 0.312 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.832, Explained Variance Score Train: 0.437 AUC Validation: 0.791, Explained Variance Score Validation: 0.313 AUC Test: 0.687, Explained Variance Score Test: 0.208 Bootstrap CV 19, alpha = (3000, 2, 1), R^2 train: 0.696, R^2 test: 0.046 Bootstrap CV 19, alpha = (3000, 2, 2), R^2 train: 0.556, R^2 test: 0.140 Bootstrap CV 19, alpha = (3000, 2, 5), R^2 train: 0.410, R^2 test: 0.222 Bootstrap CV 19, alpha = (3000, 2, 7), R^2 train: 0.375, R^2 test: 0.240 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.815, Explained Variance Score Train: 0.375 AUC Validation: 0.634, Explained Variance Score Validation: 0.245 AUC Test: 0.705, Explained Variance Score Test: 0.200 Running batch 3 of 7 with 16 nodes Bootstrap CV 42, alpha = (3000, 2, 1), R^2 train: 0.759, R^2 test: -0.286 Bootstrap CV 42, alpha = (3000, 2, 2), R^2 train: 0.567, R^2 test: -0.140 Bootstrap CV 42, alpha = (3000, 2, 5), R^2 train: 0.421, R^2 test: 0.002 Bootstrap CV 42, alpha = (3000, 2, 7), R^2 train: 0.376, R^2 test: 0.017 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.848, Explained Variance Score Train: 0.376 AUC Validation: 0.655, Explained Variance Score Validation: 0.032 AUC Test: 0.733, Explained Variance Score Test: 0.232 Bootstrap CV 41, alpha = (3000, 2, 1), R^2 train: 0.723, R^2 test: -0.133 Bootstrap CV 41, alpha = (3000, 2, 2), R^2 train: 0.581, R^2 test: 0.061 Bootstrap CV 41, alpha = (3000, 2, 5), R^2 train: 0.453, R^2 test: 0.159 Bootstrap CV 41, alpha = (3000, 2, 7), R^2 train: 0.414, R^2 test: 0.177 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.853, Explained Variance Score Train: 0.414 AUC Validation: 0.676, Explained Variance Score Validation: 0.178 AUC Test: 0.705, Explained Variance Score Test: 0.160 Bootstrap CV 36, alpha = (3000, 2, 1), R^2 train: 0.748, R^2 test: -0.213 Bootstrap CV 36, alpha = (3000, 2, 2), R^2 train: 0.539, R^2 test: -0.066 Bootstrap CV 36, alpha = (3000, 2, 5), R^2 train: 0.403, R^2 test: 0.041 Bootstrap CV 36, alpha = (3000, 2, 7), R^2 train: 0.374, R^2 test: 0.050 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.855, Explained Variance Score Train: 0.374 AUC Validation: 0.728, Explained Variance Score Validation: 0.106 AUC Test: 0.708, Explained Variance Score Test: 0.199 Bootstrap CV 34, alpha = (3000, 2, 1), R^2 train: 0.724, R^2 test: -0.019 Bootstrap CV 34, alpha = (3000, 2, 2), R^2 train: 0.553, R^2 test: 0.121 Bootstrap CV 34, alpha = (3000, 2, 5), R^2 train: 0.402, R^2 test: 0.219 Bootstrap CV 34, alpha = (3000, 2, 7), R^2 train: 0.368, R^2 test: 0.225 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.776, Explained Variance Score Train: 0.368 AUC Validation: 0.838, Explained Variance Score Validation: 0.229 AUC Test: 0.719, Explained Variance Score Test: 0.244 Bootstrap CV 43, alpha = (3000, 2, 1), R^2 train: 0.702, R^2 test: -0.454 Bootstrap CV 43, alpha = (3000, 2, 2), R^2 train: 0.544, R^2 test: -0.226 Bootstrap CV 43, alpha = (3000, 2, 5), R^2 train: 0.364, R^2 test: 0.067 Bootstrap CV 43, alpha = (3000, 2, 7), R^2 train: 0.324, R^2 test: 0.107 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.792, Explained Variance Score Train: 0.324 AUC Validation: 0.765, Explained Variance Score Validation: 0.133 AUC Test: 0.720, Explained Variance Score Test: 0.236 Bootstrap CV 46, alpha = (3000, 2, 1), R^2 train: 0.636, R^2 test: -0.028 Bootstrap CV 46, alpha = (3000, 2, 2), R^2 train: 0.505, R^2 test: 0.049 Bootstrap CV 46, alpha = (3000, 2, 5), R^2 train: 0.366, R^2 test: 0.085 Bootstrap CV 46, alpha = (3000, 2, 7), R^2 train: 0.340, R^2 test: 0.086 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.854, Explained Variance Score Train: 0.366 AUC Validation: 0.680, Explained Variance Score Validation: 0.086 AUC Test: 0.709, Explained Variance Score Test: 0.177 Bootstrap CV 37, alpha = (3000, 2, 1), R^2 train: 0.714, R^2 test: -0.182 Bootstrap CV 37, alpha = (3000, 2, 2), R^2 train: 0.563, R^2 test: 0.077 Bootstrap CV 37, alpha = (3000, 2, 5), R^2 train: 0.452, R^2 test: 0.046 Bootstrap CV 37, alpha = (3000, 2, 7), R^2 train: 0.423, R^2 test: 0.042 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.801, Explained Variance Score Train: 0.423 AUC Validation: 0.661, Explained Variance Score Validation: 0.056 AUC Test: 0.686, Explained Variance Score Test: 0.225 Bootstrap CV 44, alpha = (3000, 2, 1), R^2 train: 0.659, R^2 test: -0.348 Bootstrap CV 44, alpha = (3000, 2, 2), R^2 train: 0.481, R^2 test: -0.134 Bootstrap CV 44, alpha = (3000, 2, 5), R^2 train: 0.343, R^2 test: 0.073 Bootstrap CV 44, alpha = (3000, 2, 7), R^2 train: 0.305, R^2 test: 0.121 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.824, Explained Variance Score Train: 0.305 AUC Validation: 0.791, Explained Variance Score Validation: 0.130 AUC Test: 0.705, Explained Variance Score Test: 0.172 Bootstrap CV 45, alpha = (3000, 2, 1), R^2 train: 0.635, R^2 test: 0.165 Bootstrap CV 45, alpha = (3000, 2, 2), R^2 train: 0.531, R^2 test: 0.237 Bootstrap CV 45, alpha = (3000, 2, 5), R^2 train: 0.446, R^2 test: 0.303 Bootstrap CV 45, alpha = (3000, 2, 7), R^2 train: 0.400, R^2 test: 0.321 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.849, Explained Variance Score Train: 0.400 AUC Validation: 0.818, Explained Variance Score Validation: 0.322 AUC Test: 0.683, Explained Variance Score Test: 0.137 Bootstrap CV 33, alpha = (3000, 2, 1), R^2 train: 0.616, R^2 test: -0.180 Bootstrap CV 33, alpha = (3000, 2, 2), R^2 train: 0.477, R^2 test: -0.210 Bootstrap CV 33, alpha = (3000, 2, 5), R^2 train: 0.329, R^2 test: -0.100 Bootstrap CV 33, alpha = (3000, 2, 7), R^2 train: 0.278, R^2 test: -0.008 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.783, Explained Variance Score Train: 0.278 AUC Validation: 0.686, Explained Variance Score Validation: 0.042 AUC Test: 0.720, Explained Variance Score Test: 0.229 Bootstrap CV 38, alpha = (3000, 2, 1), R^2 train: 0.606, R^2 test: -0.043 Bootstrap CV 38, alpha = (3000, 2, 2), R^2 train: 0.483, R^2 test: 0.073 Bootstrap CV 38, alpha = (3000, 2, 5), R^2 train: 0.381, R^2 test: 0.077 Bootstrap CV 38, alpha = (3000, 2, 7), R^2 train: 0.343, R^2 test: 0.133 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.773, Explained Variance Score Train: 0.343 AUC Validation: 0.763, Explained Variance Score Validation: 0.141 AUC Test: 0.675, Explained Variance Score Test: 0.105 Bootstrap CV 39, alpha = (3000, 2, 1), R^2 train: 0.567, R^2 test: 0.052 Bootstrap CV 39, alpha = (3000, 2, 2), R^2 train: 0.430, R^2 test: 0.181 Bootstrap CV 39, alpha = (3000, 2, 5), R^2 train: 0.314, R^2 test: 0.260 Bootstrap CV 39, alpha = (3000, 2, 7), R^2 train: 0.287, R^2 test: 0.264 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.780, Explained Variance Score Train: 0.287 AUC Validation: 0.691, Explained Variance Score Validation: 0.287 AUC Test: 0.700, Explained Variance Score Test: 0.167 Bootstrap CV 32, alpha = (3000, 2, 1), R^2 train: 0.519, R^2 test: -0.123 Bootstrap CV 32, alpha = (3000, 2, 2), R^2 train: 0.384, R^2 test: 0.049 Bootstrap CV 32, alpha = (3000, 2, 5), R^2 train: 0.254, R^2 test: 0.144 Bootstrap CV 32, alpha = (3000, 2, 7), R^2 train: 0.223, R^2 test: 0.168 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.745, Explained Variance Score Train: 0.223 AUC Validation: 0.744, Explained Variance Score Validation: 0.192 AUC Test: 0.724, Explained Variance Score Test: 0.227 Bootstrap CV 40, alpha = (3000, 2, 1), R^2 train: 0.592, R^2 test: -0.235 Bootstrap CV 40, alpha = (3000, 2, 2), R^2 train: 0.457, R^2 test: -0.090 Bootstrap CV 40, alpha = (3000, 2, 5), R^2 train: 0.289, R^2 test: 0.137 Bootstrap CV 40, alpha = (3000, 2, 7), R^2 train: 0.239, R^2 test: 0.191 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.785, Explained Variance Score Train: 0.239 AUC Validation: 0.689, Explained Variance Score Validation: 0.193 AUC Test: 0.703, Explained Variance Score Test: 0.198 Bootstrap CV 35, alpha = (3000, 2, 1), R^2 train: 0.677, R^2 test: 0.072 Bootstrap CV 35, alpha = (3000, 2, 2), R^2 train: 0.515, R^2 test: 0.170 Bootstrap CV 35, alpha = (3000, 2, 5), R^2 train: 0.385, R^2 test: 0.257 Bootstrap CV 35, alpha = (3000, 2, 7), R^2 train: 0.338, R^2 test: 0.281 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.784, Explained Variance Score Train: 0.338 AUC Validation: 0.759, Explained Variance Score Validation: 0.288 AUC Test: 0.714, Explained Variance Score Test: 0.206 Bootstrap CV 47, alpha = (3000, 2, 1), R^2 train: 0.732, R^2 test: -0.133 Bootstrap CV 47, alpha = (3000, 2, 2), R^2 train: 0.580, R^2 test: -0.076 Bootstrap CV 47, alpha = (3000, 2, 5), R^2 train: 0.449, R^2 test: 0.025 Bootstrap CV 47, alpha = (3000, 2, 7), R^2 train: 0.409, R^2 test: 0.058 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.837, Explained Variance Score Train: 0.409 AUC Validation: 0.662, Explained Variance Score Validation: 0.060 AUC Test: 0.706, Explained Variance Score Test: 0.191 Running batch 4 of 7 with 16 nodes Bootstrap CV 51, alpha = (3000, 2, 1), R^2 train: 0.675, R^2 test: -0.050 Bootstrap CV 51, alpha = (3000, 2, 2), R^2 train: 0.544, R^2 test: -0.001 Bootstrap CV 51, alpha = (3000, 2, 5), R^2 train: 0.418, R^2 test: 0.078 Bootstrap CV 51, alpha = (3000, 2, 7), R^2 train: 0.349, R^2 test: 0.111 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.798, Explained Variance Score Train: 0.349 AUC Validation: 0.696, Explained Variance Score Validation: 0.118 AUC Test: 0.710, Explained Variance Score Test: 0.193 Bootstrap CV 57, alpha = (3000, 2, 1), R^2 train: 0.747, R^2 test: -0.014 Bootstrap CV 57, alpha = (3000, 2, 2), R^2 train: 0.526, R^2 test: 0.025 Bootstrap CV 57, alpha = (3000, 2, 5), R^2 train: 0.359, R^2 test: 0.134 Bootstrap CV 57, alpha = (3000, 2, 7), R^2 train: 0.329, R^2 test: 0.149 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.770, Explained Variance Score Train: 0.329 AUC Validation: 0.688, Explained Variance Score Validation: 0.151 AUC Test: 0.707, Explained Variance Score Test: 0.207 Bootstrap CV 50, alpha = (3000, 2, 1), R^2 train: 0.642, R^2 test: -0.024 Bootstrap CV 50, alpha = (3000, 2, 2), R^2 train: 0.495, R^2 test: 0.111 Bootstrap CV 50, alpha = (3000, 2, 5), R^2 train: 0.361, R^2 test: 0.160 Bootstrap CV 50, alpha = (3000, 2, 7), R^2 train: 0.332, R^2 test: 0.170 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.794, Explained Variance Score Train: 0.332 AUC Validation: 0.712, Explained Variance Score Validation: 0.176 AUC Test: 0.691, Explained Variance Score Test: 0.149 Bootstrap CV 49, alpha = (3000, 2, 1), R^2 train: 0.741, R^2 test: -0.075 Bootstrap CV 49, alpha = (3000, 2, 2), R^2 train: 0.555, R^2 test: 0.063 Bootstrap CV 49, alpha = (3000, 2, 5), R^2 train: 0.379, R^2 test: 0.113 Bootstrap CV 49, alpha = (3000, 2, 7), R^2 train: 0.339, R^2 test: 0.134 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.820, Explained Variance Score Train: 0.339 AUC Validation: 0.670, Explained Variance Score Validation: 0.135 AUC Test: 0.727, Explained Variance Score Test: 0.228 Bootstrap CV 58, alpha = (3000, 2, 1), R^2 train: 0.555, R^2 test: 0.188 Bootstrap CV 58, alpha = (3000, 2, 2), R^2 train: 0.452, R^2 test: 0.191 Bootstrap CV 58, alpha = (3000, 2, 5), R^2 train: 0.361, R^2 test: 0.246 Bootstrap CV 58, alpha = (3000, 2, 7), R^2 train: 0.331, R^2 test: 0.282 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.793, Explained Variance Score Train: 0.331 AUC Validation: 0.725, Explained Variance Score Validation: 0.285 AUC Test: 0.686, Explained Variance Score Test: 0.190 Bootstrap CV 52, alpha = (3000, 2, 1), R^2 train: 0.589, R^2 test: 0.052 Bootstrap CV 52, alpha = (3000, 2, 2), R^2 train: 0.457, R^2 test: 0.143 Bootstrap CV 52, alpha = (3000, 2, 5), R^2 train: 0.300, R^2 test: 0.282 Bootstrap CV 52, alpha = (3000, 2, 7), R^2 train: 0.265, R^2 test: 0.266 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.805, Explained Variance Score Train: 0.300 AUC Validation: 0.691, Explained Variance Score Validation: 0.285 AUC Test: 0.701, Explained Variance Score Test: 0.192 Bootstrap CV 62, alpha = (3000, 2, 1), R^2 train: 0.787, R^2 test: 0.044 Bootstrap CV 62, alpha = (3000, 2, 2), R^2 train: 0.552, R^2 test: 0.225 Bootstrap CV 62, alpha = (3000, 2, 5), R^2 train: 0.312, R^2 test: 0.229 Bootstrap CV 62, alpha = (3000, 2, 7), R^2 train: 0.267, R^2 test: 0.238 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.802, Explained Variance Score Train: 0.267 AUC Validation: 0.735, Explained Variance Score Validation: 0.246 AUC Test: 0.694, Explained Variance Score Test: 0.176 Bootstrap CV 56, alpha = (3000, 2, 1), R^2 train: 0.676, R^2 test: -0.211 Bootstrap CV 56, alpha = (3000, 2, 2), R^2 train: 0.498, R^2 test: -0.018 Bootstrap CV 56, alpha = (3000, 2, 5), R^2 train: 0.378, R^2 test: 0.036 Bootstrap CV 56, alpha = (3000, 2, 7), R^2 train: 0.335, R^2 test: 0.071 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.835, Explained Variance Score Train: 0.335 AUC Validation: 0.664, Explained Variance Score Validation: 0.071 AUC Test: 0.717, Explained Variance Score Test: 0.223 Bootstrap CV 55, alpha = (3000, 2, 1), R^2 train: 0.635, R^2 test: -0.132 Bootstrap CV 55, alpha = (3000, 2, 2), R^2 train: 0.485, R^2 test: 0.103 Bootstrap CV 55, alpha = (3000, 2, 5), R^2 train: 0.366, R^2 test: 0.134 Bootstrap CV 55, alpha = (3000, 2, 7), R^2 train: 0.332, R^2 test: 0.132 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.796, Explained Variance Score Train: 0.332 AUC Validation: 0.655, Explained Variance Score Validation: 0.157 AUC Test: 0.703, Explained Variance Score Test: 0.182 Bootstrap CV 60, alpha = (3000, 2, 1), R^2 train: 0.629, R^2 test: -0.022 Bootstrap CV 60, alpha = (3000, 2, 2), R^2 train: 0.482, R^2 test: 0.109 Bootstrap CV 60, alpha = (3000, 2, 5), R^2 train: 0.336, R^2 test: 0.175 Bootstrap CV 60, alpha = (3000, 2, 7), R^2 train: 0.292, R^2 test: 0.218 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.826, Explained Variance Score Train: 0.292 AUC Validation: 0.733, Explained Variance Score Validation: 0.220 AUC Test: 0.704, Explained Variance Score Test: 0.197 Bootstrap CV 59, alpha = (3000, 2, 1), R^2 train: 0.577, R^2 test: 0.054 Bootstrap CV 59, alpha = (3000, 2, 2), R^2 train: 0.481, R^2 test: 0.170 Bootstrap CV 59, alpha = (3000, 2, 5), R^2 train: 0.375, R^2 test: 0.218 Bootstrap CV 59, alpha = (3000, 2, 7), R^2 train: 0.340, R^2 test: 0.228 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.829, Explained Variance Score Train: 0.340 AUC Validation: 0.735, Explained Variance Score Validation: 0.235 AUC Test: 0.696, Explained Variance Score Test: 0.152 Bootstrap CV 54, alpha = (3000, 2, 1), R^2 train: 0.674, R^2 test: -0.056 Bootstrap CV 54, alpha = (3000, 2, 2), R^2 train: 0.497, R^2 test: 0.186 Bootstrap CV 54, alpha = (3000, 2, 5), R^2 train: 0.349, R^2 test: 0.239 Bootstrap CV 54, alpha = (3000, 2, 7), R^2 train: 0.303, R^2 test: 0.219 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.779, Explained Variance Score Train: 0.303 AUC Validation: 0.720, Explained Variance Score Validation: 0.226 AUC Test: 0.710, Explained Variance Score Test: 0.157 Bootstrap CV 61, alpha = (3000, 2, 1), R^2 train: 0.665, R^2 test: -0.129 Bootstrap CV 61, alpha = (3000, 2, 2), R^2 train: 0.533, R^2 test: -0.052 Bootstrap CV 61, alpha = (3000, 2, 5), R^2 train: 0.429, R^2 test: 0.085 Bootstrap CV 61, alpha = (3000, 2, 7), R^2 train: 0.402, R^2 test: 0.139 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.825, Explained Variance Score Train: 0.402 AUC Validation: 0.689, Explained Variance Score Validation: 0.141 AUC Test: 0.676, Explained Variance Score Test: 0.124 Bootstrap CV 53, alpha = (3000, 2, 1), R^2 train: 0.748, R^2 test: 0.100 Bootstrap CV 53, alpha = (3000, 2, 2), R^2 train: 0.621, R^2 test: 0.179 Bootstrap CV 53, alpha = (3000, 2, 5), R^2 train: 0.493, R^2 test: 0.230 Bootstrap CV 53, alpha = (3000, 2, 7), R^2 train: 0.468, R^2 test: 0.228 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.880, Explained Variance Score Train: 0.468 AUC Validation: 0.746, Explained Variance Score Validation: 0.272 AUC Test: 0.710, Explained Variance Score Test: 0.164 Bootstrap CV 63, alpha = (3000, 2, 1), R^2 train: 0.574, R^2 test: -0.068 Bootstrap CV 63, alpha = (3000, 2, 2), R^2 train: 0.434, R^2 test: 0.028 Bootstrap CV 63, alpha = (3000, 2, 5), R^2 train: 0.302, R^2 test: 0.087 Bootstrap CV 63, alpha = (3000, 2, 7), R^2 train: 0.254, R^2 test: 0.079 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.811, Explained Variance Score Train: 0.254 AUC Validation: 0.621, Explained Variance Score Validation: 0.094 AUC Test: 0.697, Explained Variance Score Test: 0.145 Bootstrap CV 48, alpha = (3000, 2, 1), R^2 train: 0.739, R^2 test: -0.176 Bootstrap CV 48, alpha = (3000, 2, 2), R^2 train: 0.513, R^2 test: 0.040 Bootstrap CV 48, alpha = (3000, 2, 5), R^2 train: 0.308, R^2 test: 0.131 Bootstrap CV 48, alpha = (3000, 2, 7), R^2 train: 0.256, R^2 test: 0.175 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.733, Explained Variance Score Train: 0.256 AUC Validation: 0.709, Explained Variance Score Validation: 0.177 AUC Test: 0.718, Explained Variance Score Test: 0.258 Running batch 5 of 7 with 16 nodes Bootstrap CV 77, alpha = (3000, 2, 1), R^2 train: 0.656, R^2 test: -1.138 Bootstrap CV 77, alpha = (3000, 2, 2), R^2 train: 0.512, R^2 test: -0.699 Bootstrap CV 77, alpha = (3000, 2, 5), R^2 train: 0.379, R^2 test: -0.214 Bootstrap CV 77, alpha = (3000, 2, 7), R^2 train: 0.337, R^2 test: -0.104 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.810, Explained Variance Score Train: 0.337 AUC Validation: 0.644, Explained Variance Score Validation: -0.104 AUC Test: 0.684, Explained Variance Score Test: 0.192 Bootstrap CV 79, alpha = (3000, 2, 1), R^2 train: 0.679, R^2 test: 0.026 Bootstrap CV 79, alpha = (3000, 2, 2), R^2 train: 0.530, R^2 test: 0.143 Bootstrap CV 79, alpha = (3000, 2, 5), R^2 train: 0.367, R^2 test: 0.211 Bootstrap CV 79, alpha = (3000, 2, 7), R^2 train: 0.338, R^2 test: 0.206 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.846, Explained Variance Score Train: 0.367 AUC Validation: 0.765, Explained Variance Score Validation: 0.218 AUC Test: 0.727, Explained Variance Score Test: 0.235 Bootstrap CV 75, alpha = (3000, 2, 1), R^2 train: 0.742, R^2 test: 0.209 Bootstrap CV 75, alpha = (3000, 2, 2), R^2 train: 0.526, R^2 test: 0.247 Bootstrap CV 75, alpha = (3000, 2, 5), R^2 train: 0.369, R^2 test: 0.292 Bootstrap CV 75, alpha = (3000, 2, 7), R^2 train: 0.338, R^2 test: 0.325 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.845, Explained Variance Score Train: 0.338 AUC Validation: 0.851, Explained Variance Score Validation: 0.325 AUC Test: 0.687, Explained Variance Score Test: 0.147 Bootstrap CV 70, alpha = (3000, 2, 1), R^2 train: 0.635, R^2 test: -0.363 Bootstrap CV 70, alpha = (3000, 2, 2), R^2 train: 0.489, R^2 test: -0.153 Bootstrap CV 70, alpha = (3000, 2, 5), R^2 train: 0.354, R^2 test: -0.122 Bootstrap CV 70, alpha = (3000, 2, 7), R^2 train: 0.307, R^2 test: -0.105 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.788, Explained Variance Score Train: 0.307 AUC Validation: 0.527, Explained Variance Score Validation: -0.097 AUC Test: 0.696, Explained Variance Score Test: 0.139 Bootstrap CV 73, alpha = (3000, 2, 1), R^2 train: 0.676, R^2 test: -0.185 Bootstrap CV 73, alpha = (3000, 2, 2), R^2 train: 0.498, R^2 test: -0.074 Bootstrap CV 73, alpha = (3000, 2, 5), R^2 train: 0.404, R^2 test: -0.021 Bootstrap CV 73, alpha = (3000, 2, 7), R^2 train: 0.367, R^2 test: -0.006 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.843, Explained Variance Score Train: 0.367 AUC Validation: 0.659, Explained Variance Score Validation: -0.005 AUC Test: 0.708, Explained Variance Score Test: 0.160 Bootstrap CV 78, alpha = (3000, 2, 1), R^2 train: 0.668, R^2 test: 0.114 Bootstrap CV 78, alpha = (3000, 2, 2), R^2 train: 0.526, R^2 test: 0.213 Bootstrap CV 78, alpha = (3000, 2, 5), R^2 train: 0.397, R^2 test: 0.259 Bootstrap CV 78, alpha = (3000, 2, 7), R^2 train: 0.356, R^2 test: 0.268 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.806, Explained Variance Score Train: 0.356 AUC Validation: 0.777, Explained Variance Score Validation: 0.272 AUC Test: 0.713, Explained Variance Score Test: 0.217 Bootstrap CV 66, alpha = (3000, 2, 1), R^2 train: 0.607, R^2 test: 0.111 Bootstrap CV 66, alpha = (3000, 2, 2), R^2 train: 0.448, R^2 test: 0.229 Bootstrap CV 66, alpha = (3000, 2, 5), R^2 train: 0.294, R^2 test: 0.168 Bootstrap CV 66, alpha = (3000, 2, 7), R^2 train: 0.266, R^2 test: 0.187 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.801, Explained Variance Score Train: 0.294 AUC Validation: 0.769, Explained Variance Score Validation: 0.182 AUC Test: 0.710, Explained Variance Score Test: 0.204 Bootstrap CV 71, alpha = (3000, 2, 1), R^2 train: 0.623, R^2 test: 0.024 Bootstrap CV 71, alpha = (3000, 2, 2), R^2 train: 0.460, R^2 test: 0.065 Bootstrap CV 71, alpha = (3000, 2, 5), R^2 train: 0.305, R^2 test: 0.073 Bootstrap CV 71, alpha = (3000, 2, 7), R^2 train: 0.273, R^2 test: 0.093 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.824, Explained Variance Score Train: 0.273 AUC Validation: 0.641, Explained Variance Score Validation: 0.106 AUC Test: 0.700, Explained Variance Score Test: 0.177 Bootstrap CV 68, alpha = (3000, 2, 1), R^2 train: 0.658, R^2 test: -0.079 Bootstrap CV 68, alpha = (3000, 2, 2), R^2 train: 0.503, R^2 test: 0.088 Bootstrap CV 68, alpha = (3000, 2, 5), R^2 train: 0.358, R^2 test: 0.196 Bootstrap CV 68, alpha = (3000, 2, 7), R^2 train: 0.330, R^2 test: 0.237 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.841, Explained Variance Score Train: 0.330 AUC Validation: 0.759, Explained Variance Score Validation: 0.278 AUC Test: 0.705, Explained Variance Score Test: 0.168 Bootstrap CV 64, alpha = (3000, 2, 1), R^2 train: 0.743, R^2 test: 0.071 Bootstrap CV 64, alpha = (3000, 2, 2), R^2 train: 0.561, R^2 test: 0.177 Bootstrap CV 64, alpha = (3000, 2, 5), R^2 train: 0.378, R^2 test: 0.199 Bootstrap CV 64, alpha = (3000, 2, 7), R^2 train: 0.344, R^2 test: 0.199 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.785, Explained Variance Score Train: 0.344 AUC Validation: 0.699, Explained Variance Score Validation: 0.200 AUC Test: 0.675, Explained Variance Score Test: 0.161 Bootstrap CV 74, alpha = (3000, 2, 1), R^2 train: 0.636, R^2 test: -0.266 Bootstrap CV 74, alpha = (3000, 2, 2), R^2 train: 0.494, R^2 test: -0.006 Bootstrap CV 74, alpha = (3000, 2, 5), R^2 train: 0.345, R^2 test: 0.172 Bootstrap CV 74, alpha = (3000, 2, 7), R^2 train: 0.288, R^2 test: 0.164 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.790, Explained Variance Score Train: 0.288 AUC Validation: 0.738, Explained Variance Score Validation: 0.224 AUC Test: 0.697, Explained Variance Score Test: 0.169 Bootstrap CV 67, alpha = (3000, 2, 1), R^2 train: 0.760, R^2 test: 0.142 Bootstrap CV 67, alpha = (3000, 2, 2), R^2 train: 0.621, R^2 test: 0.215 Bootstrap CV 67, alpha = (3000, 2, 5), R^2 train: 0.460, R^2 test: 0.282 Bootstrap CV 67, alpha = (3000, 2, 7), R^2 train: 0.420, R^2 test: 0.285 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.814, Explained Variance Score Train: 0.420 AUC Validation: 0.746, Explained Variance Score Validation: 0.289 AUC Test: 0.679, Explained Variance Score Test: 0.194 Bootstrap CV 76, alpha = (3000, 2, 1), R^2 train: 0.765, R^2 test: 0.203 Bootstrap CV 76, alpha = (3000, 2, 2), R^2 train: 0.616, R^2 test: 0.256 Bootstrap CV 76, alpha = (3000, 2, 5), R^2 train: 0.470, R^2 test: 0.331 Bootstrap CV 76, alpha = (3000, 2, 7), R^2 train: 0.431, R^2 test: 0.324 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.825, Explained Variance Score Train: 0.431 AUC Validation: 0.792, Explained Variance Score Validation: 0.324 AUC Test: 0.727, Explained Variance Score Test: 0.242 Bootstrap CV 65, alpha = (3000, 2, 1), R^2 train: 0.751, R^2 test: -0.314 Bootstrap CV 65, alpha = (3000, 2, 2), R^2 train: 0.524, R^2 test: -0.030 Bootstrap CV 65, alpha = (3000, 2, 5), R^2 train: 0.347, R^2 test: 0.109 Bootstrap CV 65, alpha = (3000, 2, 7), R^2 train: 0.293, R^2 test: 0.124 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.791, Explained Variance Score Train: 0.293 AUC Validation: 0.637, Explained Variance Score Validation: 0.140 AUC Test: 0.721, Explained Variance Score Test: 0.249 Bootstrap CV 72, alpha = (3000, 2, 1), R^2 train: 0.590, R^2 test: -0.206 Bootstrap CV 72, alpha = (3000, 2, 2), R^2 train: 0.413, R^2 test: 0.011 Bootstrap CV 72, alpha = (3000, 2, 5), R^2 train: 0.254, R^2 test: 0.109 Bootstrap CV 72, alpha = (3000, 2, 7), R^2 train: 0.212, R^2 test: 0.121 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.766, Explained Variance Score Train: 0.212 AUC Validation: 0.744, Explained Variance Score Validation: 0.122 AUC Test: 0.706, Explained Variance Score Test: 0.184 Bootstrap CV 69, alpha = (3000, 2, 1), R^2 train: 0.658, R^2 test: 0.084 Bootstrap CV 69, alpha = (3000, 2, 2), R^2 train: 0.539, R^2 test: 0.143 Bootstrap CV 69, alpha = (3000, 2, 5), R^2 train: 0.408, R^2 test: 0.216 Bootstrap CV 69, alpha = (3000, 2, 7), R^2 train: 0.380, R^2 test: 0.221 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.777, Explained Variance Score Train: 0.380 AUC Validation: 0.735, Explained Variance Score Validation: 0.224 AUC Test: 0.722, Explained Variance Score Test: 0.216 Running batch 6 of 7 with 16 nodes Bootstrap CV 88, alpha = (3000, 2, 1), R^2 train: 0.704, R^2 test: 0.133 Bootstrap CV 88, alpha = (3000, 2, 2), R^2 train: 0.590, R^2 test: 0.245 Bootstrap CV 88, alpha = (3000, 2, 5), R^2 train: 0.427, R^2 test: 0.284 Bootstrap CV 88, alpha = (3000, 2, 7), R^2 train: 0.393, R^2 test: 0.273 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.827, Explained Variance Score Train: 0.393 AUC Validation: 0.727, Explained Variance Score Validation: 0.315 AUC Test: 0.696, Explained Variance Score Test: 0.221 Bootstrap CV 94, alpha = (3000, 2, 1), R^2 train: 0.758, R^2 test: 0.050 Bootstrap CV 94, alpha = (3000, 2, 2), R^2 train: 0.647, R^2 test: 0.141 Bootstrap CV 94, alpha = (3000, 2, 5), R^2 train: 0.481, R^2 test: 0.239 Bootstrap CV 94, alpha = (3000, 2, 7), R^2 train: 0.420, R^2 test: 0.249 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.809, Explained Variance Score Train: 0.420 AUC Validation: 0.782, Explained Variance Score Validation: 0.249 AUC Test: 0.694, Explained Variance Score Test: 0.216 Bootstrap CV 89, alpha = (3000, 2, 1), R^2 train: 0.778, R^2 test: -0.156 Bootstrap CV 89, alpha = (3000, 2, 2), R^2 train: 0.646, R^2 test: -0.111 Bootstrap CV 89, alpha = (3000, 2, 5), R^2 train: 0.466, R^2 test: 0.011 Bootstrap CV 89, alpha = (3000, 2, 7), R^2 train: 0.396, R^2 test: 0.049 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.796, Explained Variance Score Train: 0.396 AUC Validation: 0.651, Explained Variance Score Validation: 0.049 AUC Test: 0.708, Explained Variance Score Test: 0.198 Bootstrap CV 93, alpha = (3000, 2, 1), R^2 train: 0.559, R^2 test: -0.193 Bootstrap CV 93, alpha = (3000, 2, 2), R^2 train: 0.417, R^2 test: 0.039 Bootstrap CV 93, alpha = (3000, 2, 5), R^2 train: 0.291, R^2 test: 0.108 Bootstrap CV 93, alpha = (3000, 2, 7), R^2 train: 0.244, R^2 test: 0.121 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.702, Explained Variance Score Train: 0.244 AUC Validation: 0.712, Explained Variance Score Validation: 0.195 AUC Test: 0.685, Explained Variance Score Test: 0.174 Bootstrap CV 86, alpha = (3000, 2, 1), R^2 train: 0.649, R^2 test: -0.683 Bootstrap CV 86, alpha = (3000, 2, 2), R^2 train: 0.477, R^2 test: -0.273 Bootstrap CV 86, alpha = (3000, 2, 5), R^2 train: 0.349, R^2 test: -0.084 Bootstrap CV 86, alpha = (3000, 2, 7), R^2 train: 0.318, R^2 test: -0.081 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.825, Explained Variance Score Train: 0.318 AUC Validation: 0.655, Explained Variance Score Validation: -0.081 AUC Test: 0.701, Explained Variance Score Test: 0.212 Bootstrap CV 90, alpha = (3000, 2, 1), R^2 train: 0.757, R^2 test: 0.061 Bootstrap CV 90, alpha = (3000, 2, 2), R^2 train: 0.569, R^2 test: 0.163 Bootstrap CV 90, alpha = (3000, 2, 5), R^2 train: 0.417, R^2 test: 0.198 Bootstrap CV 90, alpha = (3000, 2, 7), R^2 train: 0.374, R^2 test: 0.209 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.837, Explained Variance Score Train: 0.374 AUC Validation: 0.753, Explained Variance Score Validation: 0.219 AUC Test: 0.718, Explained Variance Score Test: 0.247 Bootstrap CV 95, alpha = (3000, 2, 1), R^2 train: 0.605, R^2 test: 0.130 Bootstrap CV 95, alpha = (3000, 2, 2), R^2 train: 0.467, R^2 test: 0.164 Bootstrap CV 95, alpha = (3000, 2, 5), R^2 train: 0.329, R^2 test: 0.191 Bootstrap CV 95, alpha = (3000, 2, 7), R^2 train: 0.288, R^2 test: 0.198 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.799, Explained Variance Score Train: 0.329 AUC Validation: 0.715, Explained Variance Score Validation: 0.193 AUC Test: 0.727, Explained Variance Score Test: 0.194 Bootstrap CV 84, alpha = (3000, 2, 1), R^2 train: 0.707, R^2 test: -0.135 Bootstrap CV 84, alpha = (3000, 2, 2), R^2 train: 0.563, R^2 test: -0.024 Bootstrap CV 84, alpha = (3000, 2, 5), R^2 train: 0.422, R^2 test: -0.019 Bootstrap CV 84, alpha = (3000, 2, 7), R^2 train: 0.387, R^2 test: -0.012 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.849, Explained Variance Score Train: 0.387 AUC Validation: 0.640, Explained Variance Score Validation: -0.006 AUC Test: 0.723, Explained Variance Score Test: 0.184 Bootstrap CV 83, alpha = (3000, 2, 1), R^2 train: 0.640, R^2 test: 0.352 Bootstrap CV 83, alpha = (3000, 2, 2), R^2 train: 0.542, R^2 test: 0.405 Bootstrap CV 83, alpha = (3000, 2, 5), R^2 train: 0.434, R^2 test: 0.390 Bootstrap CV 83, alpha = (3000, 2, 7), R^2 train: 0.380, R^2 test: 0.371 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.797, Explained Variance Score Train: 0.380 AUC Validation: 0.794, Explained Variance Score Validation: 0.383 AUC Test: 0.702, Explained Variance Score Test: 0.177 Bootstrap CV 82, alpha = (3000, 2, 1), R^2 train: 0.626, R^2 test: -0.134 Bootstrap CV 82, alpha = (3000, 2, 2), R^2 train: 0.501, R^2 test: 0.031 Bootstrap CV 82, alpha = (3000, 2, 5), R^2 train: 0.363, R^2 test: 0.126 Bootstrap CV 82, alpha = (3000, 2, 7), R^2 train: 0.321, R^2 test: 0.186 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.818, Explained Variance Score Train: 0.321 AUC Validation: 0.700, Explained Variance Score Validation: 0.186 AUC Test: 0.707, Explained Variance Score Test: 0.148 Bootstrap CV 87, alpha = (3000, 2, 1), R^2 train: 0.733, R^2 test: -0.260 Bootstrap CV 87, alpha = (3000, 2, 2), R^2 train: 0.578, R^2 test: -0.186 Bootstrap CV 87, alpha = (3000, 2, 5), R^2 train: 0.402, R^2 test: -0.112 Bootstrap CV 87, alpha = (3000, 2, 7), R^2 train: 0.312, R^2 test: -0.085 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.783, Explained Variance Score Train: 0.312 AUC Validation: 0.480, Explained Variance Score Validation: -0.076 AUC Test: 0.725, Explained Variance Score Test: 0.264 Bootstrap CV 80, alpha = (3000, 2, 1), R^2 train: 0.549, R^2 test: -0.550 Bootstrap CV 80, alpha = (3000, 2, 2), R^2 train: 0.441, R^2 test: -0.192 Bootstrap CV 80, alpha = (3000, 2, 5), R^2 train: 0.293, R^2 test: 0.016 Bootstrap CV 80, alpha = (3000, 2, 7), R^2 train: 0.243, R^2 test: 0.054 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.702, Explained Variance Score Train: 0.243 AUC Validation: 0.689, Explained Variance Score Validation: 0.175 AUC Test: 0.706, Explained Variance Score Test: 0.152 Bootstrap CV 92, alpha = (3000, 2, 1), R^2 train: 0.714, R^2 test: 0.170 Bootstrap CV 92, alpha = (3000, 2, 2), R^2 train: 0.545, R^2 test: 0.225 Bootstrap CV 92, alpha = (3000, 2, 5), R^2 train: 0.406, R^2 test: 0.238 Bootstrap CV 92, alpha = (3000, 2, 7), R^2 train: 0.363, R^2 test: 0.234 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.793, Explained Variance Score Train: 0.363 AUC Validation: 0.802, Explained Variance Score Validation: 0.234 AUC Test: 0.714, Explained Variance Score Test: 0.232 Bootstrap CV 91, alpha = (3000, 2, 1), R^2 train: 0.805, R^2 test: -0.019 Bootstrap CV 91, alpha = (3000, 2, 2), R^2 train: 0.618, R^2 test: 0.144 Bootstrap CV 91, alpha = (3000, 2, 5), R^2 train: 0.446, R^2 test: 0.187 Bootstrap CV 91, alpha = (3000, 2, 7), R^2 train: 0.401, R^2 test: 0.180 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.852, Explained Variance Score Train: 0.401 AUC Validation: 0.668, Explained Variance Score Validation: 0.181 AUC Test: 0.719, Explained Variance Score Test: 0.190 Bootstrap CV 85, alpha = (3000, 2, 1), R^2 train: 0.655, R^2 test: -0.006 Bootstrap CV 85, alpha = (3000, 2, 2), R^2 train: 0.509, R^2 test: 0.094 Bootstrap CV 85, alpha = (3000, 2, 5), R^2 train: 0.362, R^2 test: 0.190 Bootstrap CV 85, alpha = (3000, 2, 7), R^2 train: 0.309, R^2 test: 0.210 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.796, Explained Variance Score Train: 0.309 AUC Validation: 0.829, Explained Variance Score Validation: 0.214 AUC Test: 0.723, Explained Variance Score Test: 0.190 Bootstrap CV 81, alpha = (3000, 2, 1), R^2 train: 0.724, R^2 test: 0.070 Bootstrap CV 81, alpha = (3000, 2, 2), R^2 train: 0.565, R^2 test: 0.027 Bootstrap CV 81, alpha = (3000, 2, 5), R^2 train: 0.407, R^2 test: 0.094 Bootstrap CV 81, alpha = (3000, 2, 7), R^2 train: 0.367, R^2 test: 0.117 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.856, Explained Variance Score Train: 0.367 AUC Validation: 0.678, Explained Variance Score Validation: 0.125 AUC Test: 0.691, Explained Variance Score Test: 0.197 Running batch 7 of 7 with 4 nodes Bootstrap CV 97, alpha = (3000, 2, 1), R^2 train: 0.735, R^2 test: 0.004 Bootstrap CV 97, alpha = (3000, 2, 2), R^2 train: 0.564, R^2 test: 0.096 Bootstrap CV 97, alpha = (3000, 2, 5), R^2 train: 0.438, R^2 test: 0.186 Bootstrap CV 97, alpha = (3000, 2, 7), R^2 train: 0.390, R^2 test: 0.252 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.858, Explained Variance Score Train: 0.390 AUC Validation: 0.811, Explained Variance Score Validation: 0.252 AUC Test: 0.715, Explained Variance Score Test: 0.180 Bootstrap CV 98, alpha = (3000, 2, 1), R^2 train: 0.558, R^2 test: -0.084 Bootstrap CV 98, alpha = (3000, 2, 2), R^2 train: 0.418, R^2 test: 0.009 Bootstrap CV 98, alpha = (3000, 2, 5), R^2 train: 0.276, R^2 test: 0.091 Bootstrap CV 98, alpha = (3000, 2, 7), R^2 train: 0.245, R^2 test: 0.087 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.771, Explained Variance Score Train: 0.245 AUC Validation: 0.693, Explained Variance Score Validation: 0.091 AUC Test: 0.692, Explained Variance Score Test: 0.132 Bootstrap CV 99, alpha = (3000, 2, 1), R^2 train: 0.739, R^2 test: -0.338 Bootstrap CV 99, alpha = (3000, 2, 2), R^2 train: 0.517, R^2 test: -0.022 Bootstrap CV 99, alpha = (3000, 2, 5), R^2 train: 0.388, R^2 test: 0.023 Bootstrap CV 99, alpha = (3000, 2, 7), R^2 train: 0.349, R^2 test: 0.022 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.784, Explained Variance Score Train: 0.349 AUC Validation: 0.547, Explained Variance Score Validation: 0.027 AUC Test: 0.709, Explained Variance Score Test: 0.216 Bootstrap CV 96, alpha = (3000, 2, 1), R^2 train: 0.716, R^2 test: 0.028 Bootstrap CV 96, alpha = (3000, 2, 2), R^2 train: 0.602, R^2 test: 0.146 Bootstrap CV 96, alpha = (3000, 2, 5), R^2 train: 0.440, R^2 test: 0.244 Bootstrap CV 96, alpha = (3000, 2, 7), R^2 train: 0.406, R^2 test: 0.258 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.820, Explained Variance Score Train: 0.406 AUC Validation: 0.821, Explained Variance Score Validation: 0.263 AUC Test: 0.730, Explained Variance Score Test: 0.221 total Variables 1 and total subjects: 1751 ->AUC validation: 0.709 95% CI: [0.696 , 0.722] ->AUC test: 0.705 95% CI: [0.702 , 0.708] ->R^2 validation: 0.161 95% CI: [0.140 , 0.182] ->R^2 test: 0.193 95% CI: [0.186 , 0.200] ->Explained Variance validation: 0.149 95% CI: [0.127 , 0.170] ->Explained Variance test: 0.188 95% CI: [0.181 , 0.195] Test set metrics: @threshold:2.228, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:1.228, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:1.225, sens:0.000, spec:0.996, ppv:0.000, acc:0.760, f1:0.000, mcc:-0.034, total+:1, total-:349 @threshold:0.897, sens:0.145, spec:0.978, ppv:0.667, acc:0.780, f1:0.238, mcc:0.045, total+:18, total-:332 @threshold:0.896, sens:0.145, spec:0.974, ppv:0.632, acc:0.777, f1:0.235, mcc:0.036, total+:19, total-:331 @threshold:0.880, sens:0.157, spec:0.963, ppv:0.565, acc:0.771, f1:0.245, mcc:0.024, total+:23, total-:327 @threshold:0.867, sens:0.157, spec:0.959, ppv:0.542, acc:0.769, f1:0.243, mcc:0.020, total+:24, total-:326 @threshold:0.864, sens:0.181, spec:0.955, ppv:0.556, acc:0.771, f1:0.273, mcc:0.021, total+:27, total-:323 @threshold:0.858, sens:0.193, spec:0.955, ppv:0.571, acc:0.774, f1:0.288, mcc:0.022, total+:28, total-:322 @threshold:0.848, sens:0.205, spec:0.944, ppv:0.531, acc:0.769, f1:0.296, mcc:0.017, total+:32, total-:318 @threshold:0.842, sens:0.217, spec:0.944, ppv:0.545, acc:0.771, f1:0.310, mcc:0.018, total+:33, total-:317 @threshold:0.842, sens:0.241, spec:0.936, ppv:0.541, acc:0.771, f1:0.333, mcc:0.017, total+:37, total-:313 @threshold:0.828, sens:0.253, spec:0.936, ppv:0.553, acc:0.774, f1:0.347, mcc:0.018, total+:38, total-:312 @threshold:0.804, sens:0.253, spec:0.933, ppv:0.538, acc:0.771, f1:0.344, mcc:0.016, total+:39, total-:311 @threshold:0.804, sens:0.277, spec:0.929, ppv:0.548, acc:0.774, f1:0.368, mcc:0.016, total+:42, total-:308 @threshold:0.803, sens:0.277, spec:0.925, ppv:0.535, acc:0.771, f1:0.365, mcc:0.015, total+:43, total-:307 @threshold:0.647, sens:0.301, spec:0.925, ppv:0.556, acc:0.777, f1:0.391, mcc:0.017, total+:45, total-:305 @threshold:0.625, sens:0.301, spec:0.921, ppv:0.543, acc:0.774, f1:0.388, mcc:0.015, total+:46, total-:304 @threshold:0.607, sens:0.325, spec:0.914, ppv:0.540, acc:0.774, f1:0.406, mcc:0.015, total+:50, total-:300 @threshold:0.607, sens:0.337, spec:0.914, ppv:0.549, acc:0.777, f1:0.418, mcc:0.015, total+:51, total-:299 @threshold:0.603, sens:0.337, spec:0.910, ppv:0.538, acc:0.774, f1:0.415, mcc:0.014, total+:52, total-:298 @threshold:0.582, sens:0.361, spec:0.888, ppv:0.500, acc:0.763, f1:0.420, mcc:0.011, total+:60, total-:290 @threshold:0.563, sens:0.361, spec:0.884, ppv:0.492, acc:0.760, f1:0.417, mcc:0.010, total+:61, total-:289 @threshold:0.561, sens:0.373, spec:0.884, ppv:0.500, acc:0.763, f1:0.428, mcc:0.011, total+:62, total-:288 @threshold:0.536, sens:0.386, spec:0.880, ppv:0.500, acc:0.763, f1:0.435, mcc:0.011, total+:64, total-:286 @threshold:0.534, sens:0.398, spec:0.880, ppv:0.508, acc:0.766, f1:0.446, mcc:0.011, total+:65, total-:285 @threshold:0.532, sens:0.410, spec:0.876, ppv:0.507, acc:0.766, f1:0.453, mcc:0.011, total+:67, total-:283 @threshold:0.529, sens:0.422, spec:0.876, ppv:0.515, acc:0.769, f1:0.464, mcc:0.011, total+:68, total-:282 @threshold:0.527, sens:0.422, spec:0.873, ppv:0.507, acc:0.766, f1:0.461, mcc:0.011, total+:69, total-:281 @threshold:0.526, sens:0.446, spec:0.824, ppv:0.440, acc:0.734, f1:0.443, mcc:0.007, total+:84, total-:266 @threshold:0.524, sens:0.458, spec:0.824, ppv:0.447, acc:0.737, f1:0.452, mcc:0.007, total+:85, total-:265 @threshold:0.511, sens:0.506, spec:0.816, ppv:0.462, acc:0.743, f1:0.483, mcc:0.008, total+:91, total-:259 @threshold:0.509, sens:0.518, spec:0.816, ppv:0.467, acc:0.746, f1:0.491, mcc:0.008, total+:92, total-:258 @threshold:0.509, sens:0.518, spec:0.805, ppv:0.453, acc:0.737, f1:0.483, mcc:0.007, total+:95, total-:255 @threshold:0.508, sens:0.530, spec:0.801, ppv:0.454, acc:0.737, f1:0.489, mcc:0.007, total+:97, total-:253 @threshold:0.506, sens:0.542, spec:0.801, ppv:0.459, acc:0.740, f1:0.497, mcc:0.007, total+:98, total-:252 @threshold:0.496, sens:0.542, spec:0.798, ppv:0.455, acc:0.737, f1:0.495, mcc:0.007, total+:99, total-:251 @threshold:0.493, sens:0.566, spec:0.794, ppv:0.461, acc:0.740, f1:0.508, mcc:0.007, total+:102, total-:248 @threshold:0.479, sens:0.578, spec:0.775, ppv:0.444, acc:0.729, f1:0.503, mcc:0.007, total+:108, total-:242 @threshold:0.464, sens:0.590, spec:0.768, ppv:0.441, acc:0.726, f1:0.505, mcc:0.007, total+:111, total-:239 @threshold:0.459, sens:0.590, spec:0.764, ppv:0.438, acc:0.723, f1:0.503, mcc:0.006, total+:112, total-:238 @threshold:0.456, sens:0.627, spec:0.757, ppv:0.444, acc:0.726, f1:0.520, mcc:0.007, total+:117, total-:233 @threshold:0.452, sens:0.627, spec:0.753, ppv:0.441, acc:0.723, f1:0.517, mcc:0.006, total+:118, total-:232 @threshold:0.439, sens:0.639, spec:0.742, ppv:0.434, acc:0.717, f1:0.517, mcc:0.006, total+:122, total-:228 @threshold:0.439, sens:0.639, spec:0.734, ppv:0.427, acc:0.711, f1:0.512, mcc:0.006, total+:124, total-:226 @threshold:0.389, sens:0.663, spec:0.734, ppv:0.437, acc:0.717, f1:0.526, mcc:0.006, total+:126, total-:224 @threshold:0.374, sens:0.675, spec:0.727, ppv:0.434, acc:0.714, f1:0.528, mcc:0.006, total+:129, total-:221 @threshold:0.321, sens:0.675, spec:0.723, ppv:0.431, acc:0.711, f1:0.526, mcc:0.006, total+:130, total-:220 @threshold:0.293, sens:0.675, spec:0.708, ppv:0.418, acc:0.700, f1:0.516, mcc:0.005, total+:134, total-:216 @threshold:0.260, sens:0.675, spec:0.704, ppv:0.415, acc:0.697, f1:0.514, mcc:0.005, total+:135, total-:215 @threshold:0.221, sens:0.687, spec:0.700, ppv:0.416, acc:0.697, f1:0.518, mcc:0.005, total+:137, total-:213 @threshold:0.209, sens:0.687, spec:0.697, ppv:0.413, acc:0.694, f1:0.516, mcc:0.005, total+:138, total-:212 @threshold:0.198, sens:0.687, spec:0.689, ppv:0.407, acc:0.689, f1:0.511, mcc:0.005, total+:140, total-:210 @threshold:0.126, sens:0.699, spec:0.670, ppv:0.397, acc:0.677, f1:0.507, mcc:0.005, total+:146, total-:204 @threshold:0.100, sens:0.699, spec:0.667, ppv:0.395, acc:0.674, f1:0.504, mcc:0.005, total+:147, total-:203 @threshold:0.099, sens:0.723, spec:0.648, ppv:0.390, acc:0.666, f1:0.506, mcc:0.004, total+:154, total-:196 @threshold:0.072, sens:0.723, spec:0.637, ppv:0.382, acc:0.657, f1:0.500, mcc:0.004, total+:157, total-:193 @threshold:0.068, sens:0.735, spec:0.633, ppv:0.384, acc:0.657, f1:0.504, mcc:0.004, total+:159, total-:191 @threshold:0.043, sens:0.735, spec:0.629, ppv:0.381, acc:0.654, f1:0.502, mcc:0.004, total+:160, total-:190 @threshold:-0.009, sens:0.747, spec:0.618, ppv:0.378, acc:0.649, f1:0.502, mcc:0.004, total+:164, total-:186 @threshold:-0.017, sens:0.747, spec:0.614, ppv:0.376, acc:0.646, f1:0.500, mcc:0.004, total+:165, total-:185 @threshold:-0.080, sens:0.759, spec:0.607, ppv:0.375, acc:0.643, f1:0.502, mcc:0.004, total+:168, total-:182 @threshold:-0.085, sens:0.759, spec:0.603, ppv:0.373, acc:0.640, f1:0.500, mcc:0.004, total+:169, total-:181 @threshold:-0.086, sens:0.759, spec:0.581, ppv:0.360, acc:0.623, f1:0.488, mcc:0.004, total+:175, total-:175 @threshold:-0.103, sens:0.759, spec:0.577, ppv:0.358, acc:0.620, f1:0.486, mcc:0.004, total+:176, total-:174 @threshold:-0.104, sens:0.771, spec:0.577, ppv:0.362, acc:0.623, f1:0.492, mcc:0.004, total+:177, total-:173 @threshold:-0.104, sens:0.771, spec:0.566, ppv:0.356, acc:0.614, f1:0.487, mcc:0.003, total+:180, total-:170 @threshold:-0.106, sens:0.771, spec:0.562, ppv:0.354, acc:0.611, f1:0.485, mcc:0.003, total+:181, total-:169 @threshold:-0.109, sens:0.771, spec:0.547, ppv:0.346, acc:0.600, f1:0.478, mcc:0.003, total+:185, total-:165 @threshold:-0.116, sens:0.771, spec:0.543, ppv:0.344, acc:0.597, f1:0.476, mcc:0.003, total+:186, total-:164 @threshold:-0.124, sens:0.795, spec:0.543, ppv:0.351, acc:0.603, f1:0.487, mcc:0.003, total+:188, total-:162 @threshold:-0.124, sens:0.795, spec:0.524, ppv:0.342, acc:0.589, f1:0.478, mcc:0.003, total+:193, total-:157 @threshold:-0.125, sens:0.795, spec:0.517, ppv:0.338, acc:0.583, f1:0.475, mcc:0.003, total+:195, total-:155 @threshold:-0.126, sens:0.795, spec:0.513, ppv:0.337, acc:0.580, f1:0.473, mcc:0.003, total+:196, total-:154 @threshold:-0.126, sens:0.807, spec:0.506, ppv:0.337, acc:0.577, f1:0.475, mcc:0.003, total+:199, total-:151 @threshold:-0.150, sens:0.807, spec:0.498, ppv:0.333, acc:0.571, f1:0.472, mcc:0.003, total+:201, total-:149 @threshold:-0.152, sens:0.807, spec:0.483, ppv:0.327, acc:0.560, f1:0.465, mcc:0.003, total+:205, total-:145 @threshold:-0.152, sens:0.819, spec:0.461, ppv:0.321, acc:0.546, f1:0.461, mcc:0.003, total+:212, total-:138 @threshold:-0.154, sens:0.819, spec:0.453, ppv:0.318, acc:0.540, f1:0.458, mcc:0.003, total+:214, total-:136 @threshold:-0.159, sens:0.843, spec:0.449, ppv:0.323, acc:0.543, f1:0.467, mcc:0.003, total+:217, total-:133 @threshold:-0.160, sens:0.843, spec:0.446, ppv:0.321, acc:0.540, f1:0.465, mcc:0.003, total+:218, total-:132 @threshold:-0.171, sens:0.855, spec:0.446, ppv:0.324, acc:0.543, f1:0.470, mcc:0.003, total+:219, total-:131 @threshold:-0.171, sens:0.855, spec:0.442, ppv:0.323, acc:0.540, f1:0.469, mcc:0.003, total+:220, total-:130 @threshold:-0.172, sens:0.855, spec:0.412, ppv:0.311, acc:0.517, f1:0.457, mcc:0.002, total+:228, total-:122 @threshold:-0.173, sens:0.867, spec:0.408, ppv:0.313, acc:0.517, f1:0.460, mcc:0.003, total+:230, total-:120 @threshold:-0.174, sens:0.880, spec:0.408, ppv:0.316, acc:0.520, f1:0.465, mcc:0.003, total+:231, total-:119 @threshold:-0.197, sens:0.880, spec:0.397, ppv:0.312, acc:0.511, f1:0.461, mcc:0.003, total+:234, total-:116 @threshold:-0.227, sens:0.880, spec:0.393, ppv:0.311, acc:0.509, f1:0.459, mcc:0.003, total+:235, total-:115 @threshold:-0.242, sens:0.880, spec:0.382, ppv:0.307, acc:0.500, f1:0.455, mcc:0.002, total+:238, total-:112 @threshold:-0.265, sens:0.880, spec:0.378, ppv:0.305, acc:0.497, f1:0.453, mcc:0.002, total+:239, total-:111 @threshold:-0.265, sens:0.892, spec:0.352, ppv:0.300, acc:0.480, f1:0.448, mcc:0.002, total+:247, total-:103 @threshold:-0.272, sens:0.916, spec:0.318, ppv:0.295, acc:0.460, f1:0.446, mcc:0.002, total+:258, total-:92 @threshold:-0.275, sens:0.916, spec:0.315, ppv:0.293, acc:0.457, f1:0.444, mcc:0.002, total+:259, total-:91 @threshold:-0.290, sens:0.916, spec:0.303, ppv:0.290, acc:0.449, f1:0.441, mcc:0.002, total+:262, total-:88 @threshold:-0.296, sens:0.916, spec:0.300, ppv:0.289, acc:0.446, f1:0.439, mcc:0.002, total+:263, total-:87 @threshold:-0.307, sens:0.916, spec:0.281, ppv:0.284, acc:0.431, f1:0.433, mcc:0.002, total+:268, total-:82 @threshold:-0.328, sens:0.916, spec:0.277, ppv:0.283, acc:0.429, f1:0.432, mcc:0.002, total+:269, total-:81 @threshold:-0.329, sens:0.916, spec:0.266, ppv:0.279, acc:0.420, f1:0.428, mcc:0.002, total+:272, total-:78 @threshold:-0.340, sens:0.928, spec:0.266, ppv:0.282, acc:0.423, f1:0.433, mcc:0.002, total+:273, total-:77 @threshold:-0.346, sens:0.928, spec:0.262, ppv:0.281, acc:0.420, f1:0.431, mcc:0.002, total+:274, total-:76 @threshold:-0.385, sens:0.940, spec:0.236, ppv:0.277, acc:0.403, f1:0.427, mcc:0.002, total+:282, total-:68 @threshold:-0.393, sens:0.940, spec:0.232, ppv:0.276, acc:0.400, f1:0.426, mcc:0.002, total+:283, total-:67 @threshold:-0.436, sens:0.952, spec:0.217, ppv:0.274, acc:0.391, f1:0.426, mcc:0.002, total+:288, total-:62 @threshold:-0.438, sens:0.952, spec:0.213, ppv:0.273, acc:0.389, f1:0.425, mcc:0.002, total+:289, total-:61 @threshold:-0.445, sens:0.952, spec:0.206, ppv:0.271, acc:0.383, f1:0.422, mcc:0.002, total+:291, total-:59 @threshold:-0.460, sens:0.952, spec:0.202, ppv:0.271, acc:0.380, f1:0.421, mcc:0.002, total+:292, total-:58 @threshold:-0.490, sens:0.964, spec:0.184, ppv:0.268, acc:0.369, f1:0.420, mcc:0.002, total+:298, total-:52 @threshold:-0.530, sens:0.964, spec:0.180, ppv:0.268, acc:0.366, f1:0.419, mcc:0.002, total+:299, total-:51 @threshold:-0.537, sens:0.964, spec:0.161, ppv:0.263, acc:0.351, f1:0.413, mcc:0.002, total+:304, total-:46 @threshold:-0.548, sens:0.964, spec:0.157, ppv:0.262, acc:0.349, f1:0.412, mcc:0.002, total+:305, total-:45 @threshold:-0.555, sens:0.964, spec:0.150, ppv:0.261, acc:0.343, f1:0.410, mcc:0.002, total+:307, total-:43 @threshold:-0.558, sens:0.964, spec:0.146, ppv:0.260, acc:0.340, f1:0.409, mcc:0.002, total+:308, total-:42 @threshold:-0.559, sens:1.000, spec:0.064, ppv:0.249, acc:0.286, f1:0.399, mcc:0.002, total+:333, total-:17 @threshold:-0.559, sens:1.000, spec:0.056, ppv:0.248, acc:0.280, f1:0.397, mcc:0.002, total+:335, total-:15 @threshold:-0.627, sens:1.000, spec:0.052, ppv:0.247, acc:0.277, f1:0.396, mcc:0.002, total+:336, total-:14 @threshold:-0.670, sens:1.000, spec:0.034, ppv:0.243, acc:0.263, f1:0.392, mcc:0.002, total+:341, total-:9 @threshold:-0.677, sens:1.000, spec:0.030, ppv:0.243, acc:0.260, f1:0.391, mcc:0.002, total+:342, total-:8 @threshold:-0.679, sens:1.000, spec:0.022, ppv:0.241, acc:0.254, f1:0.389, mcc:0.002, total+:344, total-:6 @threshold:-0.686, sens:1.000, spec:0.011, ppv:0.239, acc:0.246, f1:0.386, mcc:0.002, total+:347, total-:3 @threshold:-0.686, sens:1.000, spec:0.004, ppv:0.238, acc:0.240, f1:0.384, mcc:0.002, total+:349, total-:1 * Vital: BMI-latest | coef 1.000 95% CI: [1.000 , 1.000] | OR_adj 2.718 [2.718 2.718] | occ: 1672 | OR_unadj: 4.483 [3.496 5.747] | indivs AUC:0.731 Correlated most with: Vital : 1.0 Time to run analysis 0:06:10.927225 Total Time elapsed 6:11:29.863514 ----------------------------------------------------- boys no_min bmi_latest gradientboost regression Running batch 1 of 7 with 16 nodes Bootstrap CV 10, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.399, R^2 test: 0.249 Bootstrap CV 10, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.399, R^2 test: 0.249 Bootstrap CV 10, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.399, R^2 test: 0.249 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.806, Explained Variance Score Train: 0.431 AUC Validation: 0.788, Explained Variance Score Validation: 0.259 AUC Test: 0.722, Explained Variance Score Test: 0.202 Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.359, R^2 test: 0.171 Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.359, R^2 test: 0.171 Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.359, R^2 test: 0.171 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.850, Explained Variance Score Train: 0.391 AUC Validation: 0.809, Explained Variance Score Validation: 0.187 AUC Test: 0.698, Explained Variance Score Test: 0.219 Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.204, R^2 test: 0.256 Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.204, R^2 test: 0.256 Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.204, R^2 test: 0.256 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.792, Explained Variance Score Train: 0.259 AUC Validation: 0.748, Explained Variance Score Validation: 0.267 AUC Test: 0.699, Explained Variance Score Test: 0.209 Bootstrap CV 14, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.343, R^2 test: 0.126 Bootstrap CV 14, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.343, R^2 test: 0.126 Bootstrap CV 14, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.343, R^2 test: 0.126 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.828, Explained Variance Score Train: 0.368 AUC Validation: 0.750, Explained Variance Score Validation: 0.172 AUC Test: 0.715, Explained Variance Score Test: 0.192 Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.269, R^2 test: 0.026 Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.269, R^2 test: 0.026 Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.269, R^2 test: 0.026 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.809, Explained Variance Score Train: 0.317 AUC Validation: 0.640, Explained Variance Score Validation: 0.075 AUC Test: 0.692, Explained Variance Score Test: 0.162 Bootstrap CV 15, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.352, R^2 test: 0.110 Bootstrap CV 15, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.352, R^2 test: 0.110 Bootstrap CV 15, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.352, R^2 test: 0.110 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.755, Explained Variance Score Train: 0.386 AUC Validation: 0.811, Explained Variance Score Validation: 0.168 AUC Test: 0.685, Explained Variance Score Test: 0.151 Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.216, R^2 test: 0.198 Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.216, R^2 test: 0.198 Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.216, R^2 test: 0.198 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.760, Explained Variance Score Train: 0.266 AUC Validation: 0.678, Explained Variance Score Validation: 0.247 AUC Test: 0.675, Explained Variance Score Test: 0.191 Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.364, R^2 test: 0.153 Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.364, R^2 test: 0.153 Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.364, R^2 test: 0.153 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.835, Explained Variance Score Train: 0.380 AUC Validation: 0.746, Explained Variance Score Validation: 0.202 AUC Test: 0.718, Explained Variance Score Test: 0.225 Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.400, R^2 test: 0.117 Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.400, R^2 test: 0.117 Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.400, R^2 test: 0.117 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.862, Explained Variance Score Train: 0.424 AUC Validation: 0.728, Explained Variance Score Validation: 0.141 AUC Test: 0.704, Explained Variance Score Test: 0.127 Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.323, R^2 test: 0.183 Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.323, R^2 test: 0.183 Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.323, R^2 test: 0.183 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.823, Explained Variance Score Train: 0.355 AUC Validation: 0.800, Explained Variance Score Validation: 0.216 AUC Test: 0.674, Explained Variance Score Test: 0.127 Bootstrap CV 12, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.407, R^2 test: 0.001 Bootstrap CV 12, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.408, R^2 test: -0.000 Bootstrap CV 12, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.408, R^2 test: -0.000 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.857, Explained Variance Score Train: 0.447 AUC Validation: 0.664, Explained Variance Score Validation: 0.052 AUC Test: 0.730, Explained Variance Score Test: 0.199 Bootstrap CV 13, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.479, R^2 test: -0.086 Bootstrap CV 13, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.479, R^2 test: -0.086 Bootstrap CV 13, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.479, R^2 test: -0.086 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.852, Explained Variance Score Train: 0.510 AUC Validation: 0.683, Explained Variance Score Validation: -0.027 AUC Test: 0.699, Explained Variance Score Test: 0.114 Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.448, R^2 test: 0.008 Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.448, R^2 test: 0.008 Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.448, R^2 test: 0.008 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.867, Explained Variance Score Train: 0.460 AUC Validation: 0.643, Explained Variance Score Validation: 0.016 AUC Test: 0.738, Explained Variance Score Test: 0.259 Bootstrap CV 11, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.198, R^2 test: -0.079 Bootstrap CV 11, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.198, R^2 test: -0.079 Bootstrap CV 11, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.198, R^2 test: -0.079 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.801, Explained Variance Score Train: 0.243 AUC Validation: 0.641, Explained Variance Score Validation: -0.005 AUC Test: 0.643, Explained Variance Score Test: 0.067 Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.424, R^2 test: 0.254 Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.424, R^2 test: 0.254 Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.424, R^2 test: 0.254 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.805, Explained Variance Score Train: 0.459 AUC Validation: 0.785, Explained Variance Score Validation: 0.349 AUC Test: 0.707, Explained Variance Score Test: 0.144 Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.228, R^2 test: -0.000 Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.228, R^2 test: -0.000 Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.228, R^2 test: -0.000 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.778, Explained Variance Score Train: 0.273 AUC Validation: 0.689, Explained Variance Score Validation: 0.052 AUC Test: 0.719, Explained Variance Score Test: 0.209 Running batch 2 of 7 with 16 nodes Bootstrap CV 25, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.432, R^2 test: 0.045 Bootstrap CV 25, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.432, R^2 test: 0.045 Bootstrap CV 25, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.433, R^2 test: 0.043 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.817, Explained Variance Score Train: 0.459 AUC Validation: 0.646, Explained Variance Score Validation: 0.045 AUC Test: 0.716, Explained Variance Score Test: 0.222 Bootstrap CV 29, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.526, R^2 test: 0.138 Bootstrap CV 29, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.526, R^2 test: 0.138 Bootstrap CV 29, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.526, R^2 test: 0.138 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.853, Explained Variance Score Train: 0.554 AUC Validation: 0.714, Explained Variance Score Validation: 0.170 AUC Test: 0.690, Explained Variance Score Test: -0.014 Bootstrap CV 28, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.262, R^2 test: 0.141 Bootstrap CV 28, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.262, R^2 test: 0.141 Bootstrap CV 28, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.262, R^2 test: 0.141 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.810, Explained Variance Score Train: 0.312 AUC Validation: 0.755, Explained Variance Score Validation: 0.241 AUC Test: 0.704, Explained Variance Score Test: 0.146 Bootstrap CV 21, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.381, R^2 test: 0.104 Bootstrap CV 21, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.381, R^2 test: 0.104 Bootstrap CV 21, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.381, R^2 test: 0.104 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.818, Explained Variance Score Train: 0.414 AUC Validation: 0.726, Explained Variance Score Validation: 0.115 AUC Test: 0.727, Explained Variance Score Test: 0.215 Bootstrap CV 22, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.293, R^2 test: 0.091 Bootstrap CV 22, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.293, R^2 test: 0.091 Bootstrap CV 22, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.293, R^2 test: 0.091 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.802, Explained Variance Score Train: 0.325 AUC Validation: 0.679, Explained Variance Score Validation: 0.113 AUC Test: 0.647, Explained Variance Score Test: 0.126 Bootstrap CV 19, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.421, R^2 test: 0.008 Bootstrap CV 19, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.421, R^2 test: 0.008 Bootstrap CV 19, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.421, R^2 test: 0.008 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.827, Explained Variance Score Train: 0.432 AUC Validation: 0.745, Explained Variance Score Validation: 0.034 AUC Test: 0.680, Explained Variance Score Test: 0.164 Bootstrap CV 17, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.362, R^2 test: 0.237 Bootstrap CV 17, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.363, R^2 test: 0.237 Bootstrap CV 17, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.365, R^2 test: 0.236 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.838, Explained Variance Score Train: 0.392 AUC Validation: 0.744, Explained Variance Score Validation: 0.295 AUC Test: 0.719, Explained Variance Score Test: 0.196 Bootstrap CV 16, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.305, R^2 test: 0.006 Bootstrap CV 16, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.305, R^2 test: 0.006 Bootstrap CV 16, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.305, R^2 test: 0.006 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.828, Explained Variance Score Train: 0.345 AUC Validation: 0.590, Explained Variance Score Validation: 0.009 AUC Test: 0.685, Explained Variance Score Test: 0.138 Bootstrap CV 23, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.415, R^2 test: 0.265 Bootstrap CV 23, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.415, R^2 test: 0.265 Bootstrap CV 23, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.415, R^2 test: 0.265 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.863, Explained Variance Score Train: 0.446 AUC Validation: 0.748, Explained Variance Score Validation: 0.294 AUC Test: 0.720, Explained Variance Score Test: 0.202 Bootstrap CV 27, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.298, R^2 test: 0.246 Bootstrap CV 27, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.298, R^2 test: 0.246 Bootstrap CV 27, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.298, R^2 test: 0.246 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.789, Explained Variance Score Train: 0.347 AUC Validation: 0.829, Explained Variance Score Validation: 0.247 AUC Test: 0.706, Explained Variance Score Test: 0.102 Bootstrap CV 20, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.450, R^2 test: 0.202 Bootstrap CV 20, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.450, R^2 test: 0.202 Bootstrap CV 20, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.450, R^2 test: 0.202 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.827, Explained Variance Score Train: 0.470 AUC Validation: 0.797, Explained Variance Score Validation: 0.239 AUC Test: 0.666, Explained Variance Score Test: 0.083 Bootstrap CV 30, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.241, R^2 test: 0.081 Bootstrap CV 30, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.241, R^2 test: 0.081 Bootstrap CV 30, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.241, R^2 test: 0.081 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.815, Explained Variance Score Train: 0.297 AUC Validation: 0.697, Explained Variance Score Validation: 0.146 AUC Test: 0.727, Explained Variance Score Test: 0.261 Bootstrap CV 31, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.443, R^2 test: 0.048 Bootstrap CV 31, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.443, R^2 test: 0.048 Bootstrap CV 31, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.443, R^2 test: 0.048 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.861, Explained Variance Score Train: 0.464 AUC Validation: 0.712, Explained Variance Score Validation: 0.049 AUC Test: 0.669, Explained Variance Score Test: 0.031 Bootstrap CV 26, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.377, R^2 test: 0.228 Bootstrap CV 26, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.377, R^2 test: 0.228 Bootstrap CV 26, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.377, R^2 test: 0.228 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.825, Explained Variance Score Train: 0.421 AUC Validation: 0.773, Explained Variance Score Validation: 0.303 AUC Test: 0.702, Explained Variance Score Test: 0.155 Bootstrap CV 24, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.410, R^2 test: 0.030 Bootstrap CV 24, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.410, R^2 test: 0.030 Bootstrap CV 24, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.410, R^2 test: 0.030 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.813, Explained Variance Score Train: 0.438 AUC Validation: 0.710, Explained Variance Score Validation: 0.139 AUC Test: 0.688, Explained Variance Score Test: 0.190 Bootstrap CV 18, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.320, R^2 test: 0.025 Bootstrap CV 18, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.347, R^2 test: -0.086 Bootstrap CV 18, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.350, R^2 test: -0.115 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.806, Explained Variance Score Train: 0.356 AUC Validation: 0.745, Explained Variance Score Validation: 0.038 AUC Test: 0.714, Explained Variance Score Test: 0.233 Running batch 3 of 7 with 16 nodes Bootstrap CV 42, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.340, R^2 test: 0.145 Bootstrap CV 42, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.340, R^2 test: 0.145 Bootstrap CV 42, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.340, R^2 test: 0.145 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.847, Explained Variance Score Train: 0.372 AUC Validation: 0.747, Explained Variance Score Validation: 0.200 AUC Test: 0.713, Explained Variance Score Test: 0.186 Bootstrap CV 33, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.583, R^2 test: -0.121 Bootstrap CV 33, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.583, R^2 test: -0.121 Bootstrap CV 33, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.583, R^2 test: -0.121 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.856, Explained Variance Score Train: 0.597 AUC Validation: 0.522, Explained Variance Score Validation: -0.067 AUC Test: 0.715, Explained Variance Score Test: 0.161 Bootstrap CV 38, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.275, R^2 test: 0.149 Bootstrap CV 38, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.275, R^2 test: 0.148 Bootstrap CV 38, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.275, R^2 test: 0.148 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.762, Explained Variance Score Train: 0.313 AUC Validation: 0.713, Explained Variance Score Validation: 0.201 AUC Test: 0.705, Explained Variance Score Test: 0.173 Bootstrap CV 44, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.190, R^2 test: 0.133 Bootstrap CV 44, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.190, R^2 test: 0.133 Bootstrap CV 44, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.190, R^2 test: 0.133 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.796, Explained Variance Score Train: 0.256 AUC Validation: 0.756, Explained Variance Score Validation: 0.195 AUC Test: 0.748, Explained Variance Score Test: 0.215 Bootstrap CV 39, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.406, R^2 test: -0.015 Bootstrap CV 39, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.406, R^2 test: -0.015 Bootstrap CV 39, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.406, R^2 test: -0.015 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.826, Explained Variance Score Train: 0.443 AUC Validation: 0.728, Explained Variance Score Validation: -0.015 AUC Test: 0.703, Explained Variance Score Test: 0.225 Bootstrap CV 43, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.244, R^2 test: 0.032 Bootstrap CV 43, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.244, R^2 test: 0.032 Bootstrap CV 43, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.244, R^2 test: 0.032 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.843, Explained Variance Score Train: 0.288 AUC Validation: 0.679, Explained Variance Score Validation: 0.050 AUC Test: 0.681, Explained Variance Score Test: 0.186 Bootstrap CV 34, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.265, R^2 test: -0.032 Bootstrap CV 34, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.265, R^2 test: -0.032 Bootstrap CV 34, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.265, R^2 test: -0.032 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.765, Explained Variance Score Train: 0.309 AUC Validation: 0.636, Explained Variance Score Validation: 0.080 AUC Test: 0.688, Explained Variance Score Test: 0.161 Bootstrap CV 40, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.316, R^2 test: -0.042 Bootstrap CV 40, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.316, R^2 test: -0.042 Bootstrap CV 40, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.316, R^2 test: -0.042 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.794, Explained Variance Score Train: 0.345 AUC Validation: 0.589, Explained Variance Score Validation: 0.053 AUC Test: 0.637, Explained Variance Score Test: 0.165 Bootstrap CV 41, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.374, R^2 test: 0.249 Bootstrap CV 41, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.374, R^2 test: 0.249 Bootstrap CV 41, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.374, R^2 test: 0.249 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.809, Explained Variance Score Train: 0.396 AUC Validation: 0.828, Explained Variance Score Validation: 0.256 AUC Test: 0.697, Explained Variance Score Test: 0.170 Bootstrap CV 32, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.304, R^2 test: 0.050 Bootstrap CV 32, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.304, R^2 test: 0.050 Bootstrap CV 32, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.304, R^2 test: 0.050 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.841, Explained Variance Score Train: 0.338 AUC Validation: 0.777, Explained Variance Score Validation: 0.069 AUC Test: 0.695, Explained Variance Score Test: 0.181 Bootstrap CV 46, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.224, R^2 test: 0.070 Bootstrap CV 46, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.224, R^2 test: 0.070 Bootstrap CV 46, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.224, R^2 test: 0.070 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.808, Explained Variance Score Train: 0.262 AUC Validation: 0.686, Explained Variance Score Validation: 0.159 AUC Test: 0.699, Explained Variance Score Test: 0.181 Bootstrap CV 36, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.171, R^2 test: -0.012 Bootstrap CV 36, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.171, R^2 test: -0.012 Bootstrap CV 36, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.171, R^2 test: -0.012 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.749, Explained Variance Score Train: 0.240 AUC Validation: 0.619, Explained Variance Score Validation: 0.012 AUC Test: 0.675, Explained Variance Score Test: 0.187 Bootstrap CV 47, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.343, R^2 test: 0.191 Bootstrap CV 47, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.343, R^2 test: 0.191 Bootstrap CV 47, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.343, R^2 test: 0.191 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.851, Explained Variance Score Train: 0.375 AUC Validation: 0.725, Explained Variance Score Validation: 0.210 AUC Test: 0.703, Explained Variance Score Test: 0.213 Bootstrap CV 45, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.268, R^2 test: 0.024 Bootstrap CV 45, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.268, R^2 test: 0.024 Bootstrap CV 45, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.268, R^2 test: 0.024 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.809, Explained Variance Score Train: 0.298 AUC Validation: 0.701, Explained Variance Score Validation: 0.044 AUC Test: 0.705, Explained Variance Score Test: 0.179 Bootstrap CV 35, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.370, R^2 test: 0.075 Bootstrap CV 35, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.370, R^2 test: 0.075 Bootstrap CV 35, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.370, R^2 test: 0.075 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.854, Explained Variance Score Train: 0.397 AUC Validation: 0.635, Explained Variance Score Validation: 0.134 AUC Test: 0.717, Explained Variance Score Test: 0.204 Bootstrap CV 37, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.288, R^2 test: -0.025 Bootstrap CV 37, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.288, R^2 test: -0.025 Bootstrap CV 37, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.288, R^2 test: -0.025 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.819, Explained Variance Score Train: 0.331 AUC Validation: 0.558, Explained Variance Score Validation: 0.031 AUC Test: 0.703, Explained Variance Score Test: 0.163 Running batch 4 of 7 with 16 nodes Bootstrap CV 57, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.281, R^2 test: 0.162 Bootstrap CV 57, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.281, R^2 test: 0.162 Bootstrap CV 57, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.281, R^2 test: 0.162 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.812, Explained Variance Score Train: 0.300 AUC Validation: 0.792, Explained Variance Score Validation: 0.181 AUC Test: 0.740, Explained Variance Score Test: 0.215 Bootstrap CV 56, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.215, R^2 test: -0.069 Bootstrap CV 56, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.215, R^2 test: -0.069 Bootstrap CV 56, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.215, R^2 test: -0.069 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.773, Explained Variance Score Train: 0.234 AUC Validation: 0.617, Explained Variance Score Validation: -0.068 AUC Test: 0.696, Explained Variance Score Test: 0.202 Bootstrap CV 61, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.335, R^2 test: 0.087 Bootstrap CV 61, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.335, R^2 test: 0.087 Bootstrap CV 61, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.335, R^2 test: 0.087 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.824, Explained Variance Score Train: 0.389 AUC Validation: 0.745, Explained Variance Score Validation: 0.094 AUC Test: 0.704, Explained Variance Score Test: 0.228 Bootstrap CV 51, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.180, R^2 test: 0.168 Bootstrap CV 51, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.180, R^2 test: 0.168 Bootstrap CV 51, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.180, R^2 test: 0.168 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.814, Explained Variance Score Train: 0.238 AUC Validation: 0.604, Explained Variance Score Validation: 0.186 AUC Test: 0.682, Explained Variance Score Test: 0.218 Bootstrap CV 59, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.350, R^2 test: 0.086 Bootstrap CV 59, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.350, R^2 test: 0.086 Bootstrap CV 59, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.350, R^2 test: 0.086 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.832, Explained Variance Score Train: 0.377 AUC Validation: 0.780, Explained Variance Score Validation: 0.113 AUC Test: 0.712, Explained Variance Score Test: 0.263 Bootstrap CV 58, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.246, R^2 test: 0.179 Bootstrap CV 58, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.246, R^2 test: 0.179 Bootstrap CV 58, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.246, R^2 test: 0.179 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.841, Explained Variance Score Train: 0.293 AUC Validation: 0.634, Explained Variance Score Validation: 0.186 AUC Test: 0.695, Explained Variance Score Test: 0.221 Bootstrap CV 60, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.381, R^2 test: 0.166 Bootstrap CV 60, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.381, R^2 test: 0.166 Bootstrap CV 60, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.381, R^2 test: 0.166 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.840, Explained Variance Score Train: 0.405 AUC Validation: 0.722, Explained Variance Score Validation: 0.204 AUC Test: 0.704, Explained Variance Score Test: 0.203 Bootstrap CV 48, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.283, R^2 test: -0.056 Bootstrap CV 48, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.283, R^2 test: -0.056 Bootstrap CV 48, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.283, R^2 test: -0.056 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.849, Explained Variance Score Train: 0.314 AUC Validation: 0.617, Explained Variance Score Validation: 0.004 AUC Test: 0.655, Explained Variance Score Test: 0.150 Bootstrap CV 55, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.402, R^2 test: 0.352 Bootstrap CV 55, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.402, R^2 test: 0.352 Bootstrap CV 55, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.402, R^2 test: 0.352 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.826, Explained Variance Score Train: 0.425 AUC Validation: 0.756, Explained Variance Score Validation: 0.379 AUC Test: 0.733, Explained Variance Score Test: 0.136 Bootstrap CV 54, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.371, R^2 test: 0.102 Bootstrap CV 54, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.371, R^2 test: 0.102 Bootstrap CV 54, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.371, R^2 test: 0.102 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.806, Explained Variance Score Train: 0.412 AUC Validation: 0.680, Explained Variance Score Validation: 0.151 AUC Test: 0.699, Explained Variance Score Test: 0.189 Bootstrap CV 63, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.284, R^2 test: 0.193 Bootstrap CV 63, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.284, R^2 test: 0.193 Bootstrap CV 63, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.321, R^2 test: 0.193 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.786, Explained Variance Score Train: 0.318 AUC Validation: 0.671, Explained Variance Score Validation: 0.219 AUC Test: 0.694, Explained Variance Score Test: 0.133 Bootstrap CV 50, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.232, R^2 test: -0.067 Bootstrap CV 50, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.232, R^2 test: -0.069 Bootstrap CV 50, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.232, R^2 test: -0.069 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.851, Explained Variance Score Train: 0.291 AUC Validation: 0.646, Explained Variance Score Validation: 0.021 AUC Test: 0.680, Explained Variance Score Test: 0.106 Bootstrap CV 49, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.287, R^2 test: 0.026 Bootstrap CV 49, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.287, R^2 test: 0.026 Bootstrap CV 49, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.287, R^2 test: 0.026 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.832, Explained Variance Score Train: 0.319 AUC Validation: 0.643, Explained Variance Score Validation: 0.129 AUC Test: 0.690, Explained Variance Score Test: 0.131 Bootstrap CV 52, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.321, R^2 test: 0.168 Bootstrap CV 52, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.321, R^2 test: 0.168 Bootstrap CV 52, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.321, R^2 test: 0.168 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.809, Explained Variance Score Train: 0.354 AUC Validation: 0.807, Explained Variance Score Validation: 0.199 AUC Test: 0.693, Explained Variance Score Test: 0.228 Bootstrap CV 53, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.376, R^2 test: 0.440 Bootstrap CV 53, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.383, R^2 test: 0.441 Bootstrap CV 53, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.383, R^2 test: 0.441 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.867, Explained Variance Score Train: 0.404 AUC Validation: 0.734, Explained Variance Score Validation: 0.471 AUC Test: 0.671, Explained Variance Score Test: 0.124 Bootstrap CV 62, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.524, R^2 test: 0.157 Bootstrap CV 62, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.540, R^2 test: 0.152 Bootstrap CV 62, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.540, R^2 test: 0.152 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.856, Explained Variance Score Train: 0.547 AUC Validation: 0.833, Explained Variance Score Validation: 0.174 AUC Test: 0.711, Explained Variance Score Test: 0.244 Running batch 5 of 7 with 16 nodes Bootstrap CV 65, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.476, R^2 test: 0.048 Bootstrap CV 65, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.477, R^2 test: 0.047 Bootstrap CV 65, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.479, R^2 test: 0.046 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.864, Explained Variance Score Train: 0.500 AUC Validation: 0.769, Explained Variance Score Validation: 0.084 AUC Test: 0.721, Explained Variance Score Test: 0.249 Bootstrap CV 72, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.249, R^2 test: 0.067 Bootstrap CV 72, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.249, R^2 test: 0.067 Bootstrap CV 72, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.249, R^2 test: 0.067 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.828, Explained Variance Score Train: 0.295 AUC Validation: 0.611, Explained Variance Score Validation: 0.123 AUC Test: 0.702, Explained Variance Score Test: 0.133 Bootstrap CV 74, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.336, R^2 test: -0.032 Bootstrap CV 74, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.336, R^2 test: -0.032 Bootstrap CV 74, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.336, R^2 test: -0.032 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.794, Explained Variance Score Train: 0.354 AUC Validation: 0.641, Explained Variance Score Validation: -0.004 AUC Test: 0.726, Explained Variance Score Test: 0.249 Bootstrap CV 78, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.330, R^2 test: 0.006 Bootstrap CV 78, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.330, R^2 test: 0.006 Bootstrap CV 78, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.330, R^2 test: 0.006 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.792, Explained Variance Score Train: 0.355 AUC Validation: 0.613, Explained Variance Score Validation: 0.071 AUC Test: 0.679, Explained Variance Score Test: 0.205 Bootstrap CV 69, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.333, R^2 test: 0.084 Bootstrap CV 69, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.333, R^2 test: 0.084 Bootstrap CV 69, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.333, R^2 test: 0.084 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.817, Explained Variance Score Train: 0.360 AUC Validation: 0.734, Explained Variance Score Validation: 0.127 AUC Test: 0.715, Explained Variance Score Test: 0.141 Bootstrap CV 66, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.392, R^2 test: 0.145 Bootstrap CV 66, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.392, R^2 test: 0.145 Bootstrap CV 66, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.392, R^2 test: 0.145 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.860, Explained Variance Score Train: 0.423 AUC Validation: 0.633, Explained Variance Score Validation: 0.217 AUC Test: 0.727, Explained Variance Score Test: 0.272 Bootstrap CV 79, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.310, R^2 test: 0.269 Bootstrap CV 79, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.314, R^2 test: 0.269 Bootstrap CV 79, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.314, R^2 test: 0.269 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.846, Explained Variance Score Train: 0.348 AUC Validation: 0.719, Explained Variance Score Validation: 0.290 AUC Test: 0.728, Explained Variance Score Test: 0.246 Bootstrap CV 75, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.284, R^2 test: 0.054 Bootstrap CV 75, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.284, R^2 test: 0.054 Bootstrap CV 75, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.284, R^2 test: 0.054 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.782, Explained Variance Score Train: 0.318 AUC Validation: 0.696, Explained Variance Score Validation: 0.102 AUC Test: 0.692, Explained Variance Score Test: 0.169 Bootstrap CV 76, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.294, R^2 test: 0.035 Bootstrap CV 76, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.294, R^2 test: 0.035 Bootstrap CV 76, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.294, R^2 test: 0.035 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.782, Explained Variance Score Train: 0.333 AUC Validation: 0.701, Explained Variance Score Validation: 0.158 AUC Test: 0.713, Explained Variance Score Test: 0.211 Bootstrap CV 77, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.344, R^2 test: 0.090 Bootstrap CV 77, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.344, R^2 test: 0.090 Bootstrap CV 77, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.344, R^2 test: 0.090 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.793, Explained Variance Score Train: 0.368 AUC Validation: 0.700, Explained Variance Score Validation: 0.152 AUC Test: 0.721, Explained Variance Score Test: 0.145 Bootstrap CV 71, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.335, R^2 test: 0.114 Bootstrap CV 71, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.335, R^2 test: 0.114 Bootstrap CV 71, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.335, R^2 test: 0.114 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.798, Explained Variance Score Train: 0.373 AUC Validation: 0.679, Explained Variance Score Validation: 0.195 AUC Test: 0.716, Explained Variance Score Test: 0.162 Bootstrap CV 68, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.551, R^2 test: -0.023 Bootstrap CV 68, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.590, R^2 test: -0.032 Bootstrap CV 68, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.595, R^2 test: -0.013 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.875, Explained Variance Score Train: 0.563 AUC Validation: 0.625, Explained Variance Score Validation: -0.009 AUC Test: 0.735, Explained Variance Score Test: 0.257 Bootstrap CV 64, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.352, R^2 test: 0.153 Bootstrap CV 64, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.352, R^2 test: 0.152 Bootstrap CV 64, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.352, R^2 test: 0.152 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.813, Explained Variance Score Train: 0.376 AUC Validation: 0.731, Explained Variance Score Validation: 0.182 AUC Test: 0.700, Explained Variance Score Test: 0.174 Bootstrap CV 70, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.309, R^2 test: 0.329 Bootstrap CV 70, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.309, R^2 test: 0.329 Bootstrap CV 70, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.309, R^2 test: 0.329 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.821, Explained Variance Score Train: 0.341 AUC Validation: 0.713, Explained Variance Score Validation: 0.331 AUC Test: 0.706, Explained Variance Score Test: 0.129 Bootstrap CV 67, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.457, R^2 test: -0.054 Bootstrap CV 67, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.457, R^2 test: -0.054 Bootstrap CV 67, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.457, R^2 test: -0.054 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.870, Explained Variance Score Train: 0.491 AUC Validation: 0.757, Explained Variance Score Validation: -0.043 AUC Test: 0.703, Explained Variance Score Test: 0.211 Bootstrap CV 73, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.249, R^2 test: 0.063 Bootstrap CV 73, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.258, R^2 test: 0.063 Bootstrap CV 73, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.258, R^2 test: 0.063 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.828, Explained Variance Score Train: 0.304 AUC Validation: 0.680, Explained Variance Score Validation: 0.102 AUC Test: 0.684, Explained Variance Score Test: 0.152 Running batch 6 of 7 with 16 nodes Bootstrap CV 91, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.393, R^2 test: 0.255 Bootstrap CV 91, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.393, R^2 test: 0.255 Bootstrap CV 91, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.393, R^2 test: 0.255 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.774, Explained Variance Score Train: 0.424 AUC Validation: 0.737, Explained Variance Score Validation: 0.290 AUC Test: 0.739, Explained Variance Score Test: 0.118 Bootstrap CV 85, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.320, R^2 test: 0.105 Bootstrap CV 85, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.320, R^2 test: 0.105 Bootstrap CV 85, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.321, R^2 test: 0.105 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.831, Explained Variance Score Train: 0.357 AUC Validation: 0.699, Explained Variance Score Validation: 0.156 AUC Test: 0.705, Explained Variance Score Test: 0.183 Bootstrap CV 84, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.348, R^2 test: 0.060 Bootstrap CV 84, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.348, R^2 test: 0.060 Bootstrap CV 84, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.348, R^2 test: 0.060 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.845, Explained Variance Score Train: 0.372 AUC Validation: 0.650, Explained Variance Score Validation: 0.133 AUC Test: 0.705, Explained Variance Score Test: 0.125 Bootstrap CV 88, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.260, R^2 test: 0.104 Bootstrap CV 88, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.260, R^2 test: 0.104 Bootstrap CV 88, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.260, R^2 test: 0.104 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.778, Explained Variance Score Train: 0.308 AUC Validation: 0.848, Explained Variance Score Validation: 0.104 AUC Test: 0.612, Explained Variance Score Test: 0.110 Bootstrap CV 90, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.362, R^2 test: 0.020 Bootstrap CV 90, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.362, R^2 test: 0.020 Bootstrap CV 90, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.362, R^2 test: 0.020 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.811, Explained Variance Score Train: 0.393 AUC Validation: 0.679, Explained Variance Score Validation: 0.124 AUC Test: 0.716, Explained Variance Score Test: 0.151 Bootstrap CV 82, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.358, R^2 test: 0.061 Bootstrap CV 82, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.358, R^2 test: 0.061 Bootstrap CV 82, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.358, R^2 test: 0.061 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.838, Explained Variance Score Train: 0.384 AUC Validation: 0.712, Explained Variance Score Validation: 0.156 AUC Test: 0.707, Explained Variance Score Test: 0.226 Bootstrap CV 92, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.470, R^2 test: 0.190 Bootstrap CV 92, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.523, R^2 test: 0.190 Bootstrap CV 92, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.523, R^2 test: 0.190 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.902, Explained Variance Score Train: 0.496 AUC Validation: 0.759, Explained Variance Score Validation: 0.191 AUC Test: 0.699, Explained Variance Score Test: 0.185 Bootstrap CV 81, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.299, R^2 test: 0.219 Bootstrap CV 81, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.299, R^2 test: 0.219 Bootstrap CV 81, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.299, R^2 test: 0.219 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.830, Explained Variance Score Train: 0.328 AUC Validation: 0.791, Explained Variance Score Validation: 0.233 AUC Test: 0.697, Explained Variance Score Test: 0.155 Bootstrap CV 80, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.248, R^2 test: 0.163 Bootstrap CV 80, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.249, R^2 test: 0.132 Bootstrap CV 80, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.249, R^2 test: 0.132 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.807, Explained Variance Score Train: 0.300 AUC Validation: 0.765, Explained Variance Score Validation: 0.184 AUC Test: 0.712, Explained Variance Score Test: 0.089 Bootstrap CV 95, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.395, R^2 test: 0.219 Bootstrap CV 95, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.395, R^2 test: 0.218 Bootstrap CV 95, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.395, R^2 test: 0.218 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.842, Explained Variance Score Train: 0.427 AUC Validation: 0.751, Explained Variance Score Validation: 0.257 AUC Test: 0.709, Explained Variance Score Test: 0.228 Bootstrap CV 86, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.382, R^2 test: 0.094 Bootstrap CV 86, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.391, R^2 test: 0.086 Bootstrap CV 86, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.391, R^2 test: 0.086 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.843, Explained Variance Score Train: 0.418 AUC Validation: 0.703, Explained Variance Score Validation: 0.152 AUC Test: 0.727, Explained Variance Score Test: 0.228 Bootstrap CV 83, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.204, R^2 test: 0.247 Bootstrap CV 83, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.204, R^2 test: 0.247 Bootstrap CV 83, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.204, R^2 test: 0.247 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.754, Explained Variance Score Train: 0.262 AUC Validation: 0.743, Explained Variance Score Validation: 0.314 AUC Test: 0.683, Explained Variance Score Test: 0.207 Bootstrap CV 94, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.429, R^2 test: 0.093 Bootstrap CV 94, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.429, R^2 test: 0.085 Bootstrap CV 94, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.429, R^2 test: 0.084 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.806, Explained Variance Score Train: 0.440 AUC Validation: 0.650, Explained Variance Score Validation: 0.107 AUC Test: 0.661, Explained Variance Score Test: 0.187 Bootstrap CV 93, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.325, R^2 test: 0.063 Bootstrap CV 93, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.325, R^2 test: 0.062 Bootstrap CV 93, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.325, R^2 test: 0.062 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.866, Explained Variance Score Train: 0.356 AUC Validation: 0.749, Explained Variance Score Validation: 0.098 AUC Test: 0.687, Explained Variance Score Test: 0.151 Bootstrap CV 89, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.393, R^2 test: 0.031 Bootstrap CV 89, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.398, R^2 test: 0.030 Bootstrap CV 89, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.398, R^2 test: 0.030 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.791, Explained Variance Score Train: 0.435 AUC Validation: 0.770, Explained Variance Score Validation: 0.145 AUC Test: 0.735, Explained Variance Score Test: 0.268 Bootstrap CV 87, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.397, R^2 test: 0.050 Bootstrap CV 87, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.400, R^2 test: 0.047 Bootstrap CV 87, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.401, R^2 test: 0.047 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.828, Explained Variance Score Train: 0.431 AUC Validation: 0.667, Explained Variance Score Validation: 0.079 AUC Test: 0.696, Explained Variance Score Test: 0.222 Running batch 7 of 7 with 4 nodes Bootstrap CV 97, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.344, R^2 test: 0.155 Bootstrap CV 97, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.344, R^2 test: 0.155 Bootstrap CV 97, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.344, R^2 test: 0.155 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.833, Explained Variance Score Train: 0.367 AUC Validation: 0.751, Explained Variance Score Validation: 0.157 AUC Test: 0.706, Explained Variance Score Test: 0.189 Bootstrap CV 96, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.348, R^2 test: 0.244 Bootstrap CV 96, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.348, R^2 test: 0.243 Bootstrap CV 96, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.348, R^2 test: 0.243 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.835, Explained Variance Score Train: 0.377 AUC Validation: 0.733, Explained Variance Score Validation: 0.253 AUC Test: 0.713, Explained Variance Score Test: 0.250 Bootstrap CV 99, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.255, R^2 test: 0.302 Bootstrap CV 99, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.256, R^2 test: 0.302 Bootstrap CV 99, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.256, R^2 test: 0.302 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.749, Explained Variance Score Train: 0.300 AUC Validation: 0.730, Explained Variance Score Validation: 0.324 AUC Test: 0.695, Explained Variance Score Test: 0.053 Bootstrap CV 98, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.404, R^2 test: 0.020 Bootstrap CV 98, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.411, R^2 test: 0.017 Bootstrap CV 98, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.411, R^2 test: 0.017 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.827, Explained Variance Score Train: 0.441 AUC Validation: 0.781, Explained Variance Score Validation: 0.114 AUC Test: 0.690, Explained Variance Score Test: 0.255 total Variables 1 and total subjects: 1751 ->AUC validation: 0.711 95% CI: [0.698 , 0.723] ->AUC test: 0.701 95% CI: [0.696 , 0.705] ->R^2 validation: 0.148 95% CI: [0.127 , 0.168] ->R^2 test: 0.179 95% CI: [0.168 , 0.189] ->Explained Variance validation: 0.106 95% CI: [0.085 , 0.127] ->Explained Variance test: 0.129 95% CI: [0.118 , 0.140] Test set metrics: @threshold:2.383, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:1.383, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:1.289, sens:0.024, spec:0.981, ppv:0.286, acc:0.754, f1:0.044, mcc:0.004, total+:7, total-:343 @threshold:0.616, sens:0.048, spec:0.970, ppv:0.333, acc:0.751, f1:0.084, mcc:0.006, total+:12, total-:338 @threshold:0.524, sens:0.060, spec:0.970, ppv:0.385, acc:0.754, f1:0.104, mcc:0.010, total+:13, total-:337 @threshold:0.443, sens:0.157, spec:0.955, ppv:0.520, acc:0.766, f1:0.241, mcc:0.018, total+:25, total-:325 @threshold:0.389, sens:0.157, spec:0.951, ppv:0.500, acc:0.763, f1:0.239, mcc:0.016, total+:26, total-:324 @threshold:0.373, sens:0.205, spec:0.944, ppv:0.531, acc:0.769, f1:0.296, mcc:0.017, total+:32, total-:318 @threshold:0.323, sens:0.205, spec:0.918, ppv:0.436, acc:0.749, f1:0.279, mcc:0.009, total+:39, total-:311 @threshold:0.270, sens:0.229, spec:0.906, ppv:0.432, acc:0.746, f1:0.299, mcc:0.008, total+:44, total-:306 @threshold:0.255, sens:0.277, spec:0.903, ppv:0.469, acc:0.754, f1:0.348, mcc:0.010, total+:49, total-:301 @threshold:-0.075, sens:0.289, spec:0.888, ppv:0.444, acc:0.746, f1:0.350, mcc:0.008, total+:54, total-:296 @threshold:-0.138, sens:0.325, spec:0.869, ppv:0.435, acc:0.740, f1:0.372, mcc:0.007, total+:62, total-:288 @threshold:-0.140, sens:0.361, spec:0.854, ppv:0.435, acc:0.737, f1:0.395, mcc:0.007, total+:69, total-:281 @threshold:-0.161, sens:0.422, spec:0.831, ppv:0.438, acc:0.734, f1:0.429, mcc:0.007, total+:80, total-:270 @threshold:-0.176, sens:0.446, spec:0.809, ppv:0.420, acc:0.723, f1:0.433, mcc:0.006, total+:88, total-:262 @threshold:-0.188, sens:0.494, spec:0.745, ppv:0.376, acc:0.686, f1:0.427, mcc:0.004, total+:109, total-:241 @threshold:-0.195, sens:0.530, spec:0.704, ppv:0.358, acc:0.663, f1:0.427, mcc:0.003, total+:123, total-:227 @threshold:-0.215, sens:0.554, spec:0.674, ppv:0.346, acc:0.646, f1:0.426, mcc:0.003, total+:133, total-:217 @threshold:-0.233, sens:0.566, spec:0.674, ppv:0.351, acc:0.649, f1:0.433, mcc:0.003, total+:134, total-:216 @threshold:-0.233, sens:0.614, spec:0.663, ppv:0.362, acc:0.651, f1:0.455, mcc:0.004, total+:141, total-:209 @threshold:-0.242, sens:0.639, spec:0.614, ppv:0.340, acc:0.620, f1:0.444, mcc:0.003, total+:156, total-:194 @threshold:-0.250, sens:0.723, spec:0.584, ppv:0.351, acc:0.617, f1:0.472, mcc:0.003, total+:171, total-:179 @threshold:-0.258, sens:0.723, spec:0.577, ppv:0.347, acc:0.611, f1:0.469, mcc:0.003, total+:173, total-:177 @threshold:-0.284, sens:0.759, spec:0.539, ppv:0.339, acc:0.591, f1:0.468, mcc:0.003, total+:186, total-:164 @threshold:-0.303, sens:0.783, spec:0.528, ppv:0.340, acc:0.589, f1:0.474, mcc:0.003, total+:191, total-:159 @threshold:-0.304, sens:0.807, spec:0.528, ppv:0.347, acc:0.594, f1:0.486, mcc:0.003, total+:193, total-:157 @threshold:-0.307, sens:0.819, spec:0.517, ppv:0.345, acc:0.589, f1:0.486, mcc:0.003, total+:197, total-:153 @threshold:-0.308, sens:0.819, spec:0.509, ppv:0.342, acc:0.583, f1:0.482, mcc:0.003, total+:199, total-:151 @threshold:-0.315, sens:0.867, spec:0.431, ppv:0.321, acc:0.534, f1:0.469, mcc:0.003, total+:224, total-:126 @threshold:-0.318, sens:0.867, spec:0.427, ppv:0.320, acc:0.531, f1:0.468, mcc:0.003, total+:225, total-:125 @threshold:-0.338, sens:0.880, spec:0.419, ppv:0.320, acc:0.529, f1:0.469, mcc:0.003, total+:228, total-:122 @threshold:-0.342, sens:0.904, spec:0.419, ppv:0.326, acc:0.534, f1:0.479, mcc:0.003, total+:230, total-:120 @threshold:-0.405, sens:0.904, spec:0.412, ppv:0.323, acc:0.529, f1:0.476, mcc:0.003, total+:232, total-:118 @threshold:-0.406, sens:0.928, spec:0.341, ppv:0.304, acc:0.480, f1:0.458, mcc:0.003, total+:253, total-:97 @threshold:-0.466, sens:0.940, spec:0.303, ppv:0.295, acc:0.454, f1:0.450, mcc:0.002, total+:264, total-:86 @threshold:-0.468, sens:0.940, spec:0.300, ppv:0.294, acc:0.451, f1:0.448, mcc:0.002, total+:265, total-:85 @threshold:-0.541, sens:0.964, spec:0.228, ppv:0.280, acc:0.403, f1:0.434, mcc:0.002, total+:286, total-:64 @threshold:-0.543, sens:0.964, spec:0.217, ppv:0.277, acc:0.394, f1:0.430, mcc:0.002, total+:289, total-:61 @threshold:-0.549, sens:0.964, spec:0.180, ppv:0.268, acc:0.366, f1:0.419, mcc:0.002, total+:299, total-:51 @threshold:-0.552, sens:0.964, spec:0.172, ppv:0.266, acc:0.360, f1:0.417, mcc:0.002, total+:301, total-:49 @threshold:-0.646, sens:0.976, spec:0.150, ppv:0.263, acc:0.346, f1:0.414, mcc:0.002, total+:308, total-:42 @threshold:-0.652, sens:0.976, spec:0.131, ppv:0.259, acc:0.331, f1:0.409, mcc:0.002, total+:313, total-:37 @threshold:-0.729, sens:0.976, spec:0.124, ppv:0.257, acc:0.326, f1:0.407, mcc:0.002, total+:315, total-:35 @threshold:-0.778, sens:0.988, spec:0.097, ppv:0.254, acc:0.309, f1:0.404, mcc:0.002, total+:323, total-:27 @threshold:-0.781, sens:0.988, spec:0.082, ppv:0.251, acc:0.297, f1:0.400, mcc:0.002, total+:327, total-:23 @threshold:-0.782, sens:0.988, spec:0.064, ppv:0.247, acc:0.283, f1:0.395, mcc:0.002, total+:332, total-:18 @threshold:-0.806, sens:0.988, spec:0.049, ppv:0.244, acc:0.271, f1:0.391, mcc:0.001, total+:336, total-:14 @threshold:-0.849, sens:0.988, spec:0.037, ppv:0.242, acc:0.263, f1:0.389, mcc:0.001, total+:339, total-:11 @threshold:-0.861, sens:0.988, spec:0.034, ppv:0.241, acc:0.260, f1:0.388, mcc:0.001, total+:340, total-:10 @threshold:-0.967, sens:0.988, spec:0.015, ppv:0.238, acc:0.246, f1:0.383, mcc:0.000, total+:345, total-:5 @threshold:-1.296, sens:0.988, spec:0.007, ppv:0.236, acc:0.240, f1:0.381, mcc:-0.001, total+:347, total-:3 * Vital: BMI-latest | coef 1.000 95% CI: [1.000 , 1.000] | OR_adj 2.718 [2.718 2.718] | occ: 1672 | OR_unadj: 4.483 [3.496 5.747] | indivs AUC:0.731 Correlated most with: Vital : 1.0 Time to run analysis 0:01:53.902700 Total Time elapsed 6:13:23.766573 ----------------------------------------------------- boys min_5 full lasso regression Running batch 1 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 6, alpha = 0.001, R^2 train: 0.988, R^2 test: -1.893 Bootstrap CV 6, alpha = 0.005, R^2 train: 0.880, R^2 test: -0.489 Bootstrap CV 6, alpha = 0.01, R^2 train: 0.774, R^2 test: -0.155 Bootstrap CV 6, alpha = 0.1, R^2 train: 0.328, R^2 test: 0.262 best alpha via bootstrap CV: 0.1 AUC Train: 0.782, Explained Variance Score Train: 0.328 AUC Validation: 0.737, Explained Variance Score Validation: 0.277 AUC Test: 0.769, Explained Variance Score Test: 0.299
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 11, alpha = 0.001, R^2 train: 0.981, R^2 test: -2.386 Bootstrap CV 11, alpha = 0.005, R^2 train: 0.858, R^2 test: -0.317 Bootstrap CV 11, alpha = 0.01, R^2 train: 0.740, R^2 test: 0.084 Bootstrap CV 11, alpha = 0.1, R^2 train: 0.287, R^2 test: 0.373 best alpha via bootstrap CV: 0.1 AUC Train: 0.830, Explained Variance Score Train: 0.287 AUC Validation: 0.793, Explained Variance Score Validation: 0.373 AUC Test: 0.775, Explained Variance Score Test: 0.291 Bootstrap CV 0, alpha = 0.001, R^2 train: 0.986, R^2 test: -0.603 Bootstrap CV 0, alpha = 0.005, R^2 train: 0.878, R^2 test: -0.086 Bootstrap CV 0, alpha = 0.01, R^2 train: 0.784, R^2 test: 0.033 Bootstrap CV 0, alpha = 0.1, R^2 train: 0.331, R^2 test: 0.147 best alpha via bootstrap CV: 0.1 AUC Train: 0.746, Explained Variance Score Train: 0.331 AUC Validation: 0.776, Explained Variance Score Validation: 0.163 AUC Test: 0.757, Explained Variance Score Test: 0.273 Bootstrap CV 7, alpha = 0.001, R^2 train: 0.972, R^2 test: -0.672 Bootstrap CV 7, alpha = 0.005, R^2 train: 0.829, R^2 test: -0.017 Bootstrap CV 7, alpha = 0.01, R^2 train: 0.727, R^2 test: 0.105 Bootstrap CV 7, alpha = 0.1, R^2 train: 0.348, R^2 test: 0.228 best alpha via bootstrap CV: 0.1 AUC Train: 0.823, Explained Variance Score Train: 0.348 AUC Validation: 0.779, Explained Variance Score Validation: 0.243 AUC Test: 0.740, Explained Variance Score Test: 0.247 Bootstrap CV 15, alpha = 0.001, R^2 train: 0.985, R^2 test: -1.008 Bootstrap CV 15, alpha = 0.005, R^2 train: 0.889, R^2 test: -0.486 Bootstrap CV 15, alpha = 0.01, R^2 train: 0.788, R^2 test: -0.278 Bootstrap CV 15, alpha = 0.1, R^2 train: 0.402, R^2 test: 0.067 best alpha via bootstrap CV: 0.1 AUC Train: 0.791, Explained Variance Score Train: 0.402 AUC Validation: 0.739, Explained Variance Score Validation: 0.075 AUC Test: 0.770, Explained Variance Score Test: 0.324 Bootstrap CV 2, alpha = 0.001, R^2 train: 0.983, R^2 test: -0.930 Bootstrap CV 2, alpha = 0.005, R^2 train: 0.868, R^2 test: -0.271 Bootstrap CV 2, alpha = 0.01, R^2 train: 0.738, R^2 test: -0.085 Bootstrap CV 2, alpha = 0.1, R^2 train: 0.220, R^2 test: 0.091 best alpha via bootstrap CV: 0.1 AUC Train: 0.662, Explained Variance Score Train: 0.220 AUC Validation: 0.705, Explained Variance Score Validation: 0.196 AUC Test: 0.765, Explained Variance Score Test: 0.249 Bootstrap CV 5, alpha = 0.001, R^2 train: 0.987, R^2 test: -1.500 Bootstrap CV 5, alpha = 0.005, R^2 train: 0.890, R^2 test: -0.498 Bootstrap CV 5, alpha = 0.01, R^2 train: 0.777, R^2 test: -0.144 Bootstrap CV 5, alpha = 0.1, R^2 train: 0.253, R^2 test: 0.145 best alpha via bootstrap CV: 0.1 AUC Train: 0.760, Explained Variance Score Train: 0.253 AUC Validation: 0.719, Explained Variance Score Validation: 0.145 AUC Test: 0.763, Explained Variance Score Test: 0.263 Bootstrap CV 8, alpha = 0.001, R^2 train: 0.985, R^2 test: -1.920 Bootstrap CV 8, alpha = 0.005, R^2 train: 0.870, R^2 test: -0.260 Bootstrap CV 8, alpha = 0.01, R^2 train: 0.738, R^2 test: 0.208 Bootstrap CV 8, alpha = 0.1, R^2 train: 0.277, R^2 test: 0.333 best alpha via bootstrap CV: 0.1 AUC Train: 0.794, Explained Variance Score Train: 0.277 AUC Validation: 0.829, Explained Variance Score Validation: 0.339 AUC Test: 0.766, Explained Variance Score Test: 0.293 Bootstrap CV 10, alpha = 0.001, R^2 train: 0.988, R^2 test: -0.855 Bootstrap CV 10, alpha = 0.005, R^2 train: 0.907, R^2 test: -0.115 Bootstrap CV 10, alpha = 0.01, R^2 train: 0.799, R^2 test: 0.076 Bootstrap CV 10, alpha = 0.1, R^2 train: 0.301, R^2 test: 0.286 best alpha via bootstrap CV: 0.1 AUC Train: 0.774, Explained Variance Score Train: 0.301 AUC Validation: 0.713, Explained Variance Score Validation: 0.287 AUC Test: 0.768, Explained Variance Score Test: 0.304 Bootstrap CV 14, alpha = 0.001, R^2 train: 0.981, R^2 test: -4.054 Bootstrap CV 14, alpha = 0.005, R^2 train: 0.853, R^2 test: -0.702 Bootstrap CV 14, alpha = 0.01, R^2 train: 0.734, R^2 test: -0.120 Bootstrap CV 14, alpha = 0.1, R^2 train: 0.343, R^2 test: 0.164 best alpha via bootstrap CV: 0.1 AUC Train: 0.810, Explained Variance Score Train: 0.343 AUC Validation: 0.764, Explained Variance Score Validation: 0.175 AUC Test: 0.748, Explained Variance Score Test: 0.281 Bootstrap CV 3, alpha = 0.001, R^2 train: 0.991, R^2 test: -1.138 Bootstrap CV 3, alpha = 0.005, R^2 train: 0.906, R^2 test: -0.449 Bootstrap CV 3, alpha = 0.01, R^2 train: 0.797, R^2 test: -0.111 Bootstrap CV 3, alpha = 0.1, R^2 train: 0.228, R^2 test: 0.207 best alpha via bootstrap CV: 0.1 AUC Train: 0.781, Explained Variance Score Train: 0.228 AUC Validation: 0.784, Explained Variance Score Validation: 0.209 AUC Test: 0.757, Explained Variance Score Test: 0.265 Bootstrap CV 1, alpha = 0.001, R^2 train: 0.982, R^2 test: -1.439 Bootstrap CV 1, alpha = 0.005, R^2 train: 0.845, R^2 test: -0.188 Bootstrap CV 1, alpha = 0.01, R^2 train: 0.736, R^2 test: 0.004 Bootstrap CV 1, alpha = 0.1, R^2 train: 0.395, R^2 test: 0.232 best alpha via bootstrap CV: 0.1 AUC Train: 0.816, Explained Variance Score Train: 0.395 AUC Validation: 0.722, Explained Variance Score Validation: 0.235 AUC Test: 0.733, Explained Variance Score Test: 0.236 Bootstrap CV 13, alpha = 0.001, R^2 train: 0.982, R^2 test: -2.313 Bootstrap CV 13, alpha = 0.005, R^2 train: 0.842, R^2 test: -0.691 Bootstrap CV 13, alpha = 0.01, R^2 train: 0.685, R^2 test: -0.064 Bootstrap CV 13, alpha = 0.1, R^2 train: 0.253, R^2 test: 0.204 best alpha via bootstrap CV: 0.1 AUC Train: 0.743, Explained Variance Score Train: 0.253 AUC Validation: 0.741, Explained Variance Score Validation: 0.206 AUC Test: 0.760, Explained Variance Score Test: 0.273 Bootstrap CV 9, alpha = 0.001, R^2 train: 0.987, R^2 test: -0.897 Bootstrap CV 9, alpha = 0.005, R^2 train: 0.874, R^2 test: -0.142 Bootstrap CV 9, alpha = 0.01, R^2 train: 0.753, R^2 test: 0.131 Bootstrap CV 9, alpha = 0.1, R^2 train: 0.226, R^2 test: 0.236 best alpha via bootstrap CV: 0.1 AUC Train: 0.801, Explained Variance Score Train: 0.226 AUC Validation: 0.776, Explained Variance Score Validation: 0.236 AUC Test: 0.767, Explained Variance Score Test: 0.278 Bootstrap CV 4, alpha = 0.001, R^2 train: 0.977, R^2 test: -1.090 Bootstrap CV 4, alpha = 0.005, R^2 train: 0.880, R^2 test: -0.012 Bootstrap CV 4, alpha = 0.01, R^2 train: 0.791, R^2 test: 0.193 Bootstrap CV 4, alpha = 0.1, R^2 train: 0.333, R^2 test: 0.248 best alpha via bootstrap CV: 0.1 AUC Train: 0.818, Explained Variance Score Train: 0.333 AUC Validation: 0.779, Explained Variance Score Validation: 0.249 AUC Test: 0.773, Explained Variance Score Test: 0.318 Bootstrap CV 12, alpha = 0.001, R^2 train: 0.984, R^2 test: -0.298 Bootstrap CV 12, alpha = 0.005, R^2 train: 0.864, R^2 test: 0.232 Bootstrap CV 12, alpha = 0.01, R^2 train: 0.747, R^2 test: 0.342 Bootstrap CV 12, alpha = 0.1, R^2 train: 0.334, R^2 test: 0.280 best alpha via bootstrap CV: 0.1 AUC Train: 0.785, Explained Variance Score Train: 0.334 AUC Validation: 0.739, Explained Variance Score Validation: 0.288 AUC Test: 0.765, Explained Variance Score Test: 0.285 Running batch 2 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 17, alpha = 0.001, R^2 train: 0.982, R^2 test: -1.087 Bootstrap CV 17, alpha = 0.005, R^2 train: 0.865, R^2 test: -0.053 Bootstrap CV 17, alpha = 0.01, R^2 train: 0.746, R^2 test: 0.157 Bootstrap CV 17, alpha = 0.1, R^2 train: 0.259, R^2 test: 0.243 best alpha via bootstrap CV: 0.1 AUC Train: 0.785, Explained Variance Score Train: 0.259 AUC Validation: 0.759, Explained Variance Score Validation: 0.251 AUC Test: 0.771, Explained Variance Score Test: 0.284 Bootstrap CV 28, alpha = 0.001, R^2 train: 0.976, R^2 test: -0.507 Bootstrap CV 28, alpha = 0.005, R^2 train: 0.880, R^2 test: 0.203 Bootstrap CV 28, alpha = 0.01, R^2 train: 0.777, R^2 test: 0.293 Bootstrap CV 28, alpha = 0.1, R^2 train: 0.331, R^2 test: 0.350 best alpha via bootstrap CV: 0.1 AUC Train: 0.798, Explained Variance Score Train: 0.331 AUC Validation: 0.794, Explained Variance Score Validation: 0.366 AUC Test: 0.769, Explained Variance Score Test: 0.296 Bootstrap CV 25, alpha = 0.001, R^2 train: 0.978, R^2 test: -3.677 Bootstrap CV 25, alpha = 0.005, R^2 train: 0.838, R^2 test: -0.667 Bootstrap CV 25, alpha = 0.01, R^2 train: 0.725, R^2 test: -0.293 Bootstrap CV 25, alpha = 0.1, R^2 train: 0.301, R^2 test: 0.239 best alpha via bootstrap CV: 0.1 AUC Train: 0.780, Explained Variance Score Train: 0.301 AUC Validation: 0.769, Explained Variance Score Validation: 0.248 AUC Test: 0.752, Explained Variance Score Test: 0.277 Bootstrap CV 23, alpha = 0.001, R^2 train: 0.990, R^2 test: -0.765 Bootstrap CV 23, alpha = 0.005, R^2 train: 0.909, R^2 test: -0.108 Bootstrap CV 23, alpha = 0.01, R^2 train: 0.814, R^2 test: 0.150 Bootstrap CV 23, alpha = 0.1, R^2 train: 0.347, R^2 test: 0.258 best alpha via bootstrap CV: 0.1 AUC Train: 0.770, Explained Variance Score Train: 0.347 AUC Validation: 0.835, Explained Variance Score Validation: 0.258 AUC Test: 0.767, Explained Variance Score Test: 0.288 Bootstrap CV 20, alpha = 0.001, R^2 train: 0.987, R^2 test: -0.947 Bootstrap CV 20, alpha = 0.005, R^2 train: 0.875, R^2 test: -0.471 Bootstrap CV 20, alpha = 0.01, R^2 train: 0.748, R^2 test: 0.003 Bootstrap CV 20, alpha = 0.1, R^2 train: 0.303, R^2 test: 0.262 best alpha via bootstrap CV: 0.1 AUC Train: 0.741, Explained Variance Score Train: 0.303 AUC Validation: 0.750, Explained Variance Score Validation: 0.263 AUC Test: 0.773, Explained Variance Score Test: 0.308 Bootstrap CV 21, alpha = 0.001, R^2 train: 0.970, R^2 test: -1.805 Bootstrap CV 21, alpha = 0.005, R^2 train: 0.852, R^2 test: -0.168 Bootstrap CV 21, alpha = 0.01, R^2 train: 0.762, R^2 test: 0.100 Bootstrap CV 21, alpha = 0.1, R^2 train: 0.249, R^2 test: 0.285 best alpha via bootstrap CV: 0.1 AUC Train: 0.740, Explained Variance Score Train: 0.249 AUC Validation: 0.791, Explained Variance Score Validation: 0.287 AUC Test: 0.763, Explained Variance Score Test: 0.254 Bootstrap CV 22, alpha = 0.001, R^2 train: 0.984, R^2 test: -0.379 Bootstrap CV 22, alpha = 0.005, R^2 train: 0.852, R^2 test: 0.266 Bootstrap CV 22, alpha = 0.01, R^2 train: 0.735, R^2 test: 0.359 Bootstrap CV 22, alpha = 0.1, R^2 train: 0.284, R^2 test: 0.252 best alpha via bootstrap CV: 0.1 AUC Train: 0.753, Explained Variance Score Train: 0.284 AUC Validation: 0.814, Explained Variance Score Validation: 0.290 AUC Test: 0.749, Explained Variance Score Test: 0.281 Bootstrap CV 30, alpha = 0.001, R^2 train: 0.979, R^2 test: -1.632 Bootstrap CV 30, alpha = 0.005, R^2 train: 0.896, R^2 test: -0.296 Bootstrap CV 30, alpha = 0.01, R^2 train: 0.801, R^2 test: -0.021 Bootstrap CV 30, alpha = 0.1, R^2 train: 0.362, R^2 test: 0.209 best alpha via bootstrap CV: 0.1 AUC Train: 0.802, Explained Variance Score Train: 0.362 AUC Validation: 0.742, Explained Variance Score Validation: 0.209 AUC Test: 0.756, Explained Variance Score Test: 0.303 Bootstrap CV 26, alpha = 0.001, R^2 train: 0.988, R^2 test: -0.810 Bootstrap CV 26, alpha = 0.005, R^2 train: 0.902, R^2 test: -0.258 Bootstrap CV 26, alpha = 0.01, R^2 train: 0.787, R^2 test: 0.062 Bootstrap CV 26, alpha = 0.1, R^2 train: 0.413, R^2 test: 0.262 best alpha via bootstrap CV: 0.1 AUC Train: 0.810, Explained Variance Score Train: 0.413 AUC Validation: 0.793, Explained Variance Score Validation: 0.264 AUC Test: 0.745, Explained Variance Score Test: 0.261 Bootstrap CV 16, alpha = 0.001, R^2 train: 0.984, R^2 test: -1.214 Bootstrap CV 16, alpha = 0.005, R^2 train: 0.893, R^2 test: -0.343 Bootstrap CV 16, alpha = 0.01, R^2 train: 0.804, R^2 test: -0.047 Bootstrap CV 16, alpha = 0.1, R^2 train: 0.447, R^2 test: 0.158 best alpha via bootstrap CV: 0.1 AUC Train: 0.816, Explained Variance Score Train: 0.447 AUC Validation: 0.701, Explained Variance Score Validation: 0.158 AUC Test: 0.748, Explained Variance Score Test: 0.296 Bootstrap CV 19, alpha = 0.001, R^2 train: 0.991, R^2 test: -0.654 Bootstrap CV 19, alpha = 0.005, R^2 train: 0.911, R^2 test: -0.125 Bootstrap CV 19, alpha = 0.01, R^2 train: 0.807, R^2 test: 0.143 Bootstrap CV 19, alpha = 0.1, R^2 train: 0.285, R^2 test: 0.276 best alpha via bootstrap CV: 0.1 AUC Train: 0.755, Explained Variance Score Train: 0.285 AUC Validation: 0.808, Explained Variance Score Validation: 0.301 AUC Test: 0.758, Explained Variance Score Test: 0.290 Bootstrap CV 27, alpha = 0.001, R^2 train: 0.977, R^2 test: -0.175 Bootstrap CV 27, alpha = 0.005, R^2 train: 0.837, R^2 test: 0.218 Bootstrap CV 27, alpha = 0.01, R^2 train: 0.711, R^2 test: 0.258 Bootstrap CV 27, alpha = 0.1, R^2 train: 0.355, R^2 test: 0.212 best alpha via bootstrap CV: 0.1 AUC Train: 0.853, Explained Variance Score Train: 0.355 AUC Validation: 0.803, Explained Variance Score Validation: 0.232 AUC Test: 0.750, Explained Variance Score Test: 0.266 Bootstrap CV 24, alpha = 0.001, R^2 train: 0.988, R^2 test: -2.666 Bootstrap CV 24, alpha = 0.005, R^2 train: 0.899, R^2 test: -0.756 Bootstrap CV 24, alpha = 0.01, R^2 train: 0.793, R^2 test: -0.108 Bootstrap CV 24, alpha = 0.1, R^2 train: 0.276, R^2 test: 0.327 best alpha via bootstrap CV: 0.1 AUC Train: 0.738, Explained Variance Score Train: 0.276 AUC Validation: 0.829, Explained Variance Score Validation: 0.332 AUC Test: 0.757, Explained Variance Score Test: 0.285 Bootstrap CV 29, alpha = 0.001, R^2 train: 0.979, R^2 test: -1.307 Bootstrap CV 29, alpha = 0.005, R^2 train: 0.829, R^2 test: -0.068 Bootstrap CV 29, alpha = 0.01, R^2 train: 0.697, R^2 test: 0.190 Bootstrap CV 29, alpha = 0.1, R^2 train: 0.256, R^2 test: 0.255 best alpha via bootstrap CV: 0.1 AUC Train: 0.727, Explained Variance Score Train: 0.256 AUC Validation: 0.730, Explained Variance Score Validation: 0.273 AUC Test: 0.762, Explained Variance Score Test: 0.270 Bootstrap CV 18, alpha = 0.001, R^2 train: 0.984, R^2 test: -1.045 Bootstrap CV 18, alpha = 0.005, R^2 train: 0.887, R^2 test: -0.122 Bootstrap CV 18, alpha = 0.01, R^2 train: 0.797, R^2 test: 0.097 Bootstrap CV 18, alpha = 0.1, R^2 train: 0.356, R^2 test: 0.169 best alpha via bootstrap CV: 0.1 AUC Train: 0.810, Explained Variance Score Train: 0.356 AUC Validation: 0.749, Explained Variance Score Validation: 0.169 AUC Test: 0.755, Explained Variance Score Test: 0.288 Bootstrap CV 31, alpha = 0.001, R^2 train: 0.985, R^2 test: -2.008 Bootstrap CV 31, alpha = 0.005, R^2 train: 0.860, R^2 test: -0.374 Bootstrap CV 31, alpha = 0.01, R^2 train: 0.744, R^2 test: -0.061 Bootstrap CV 31, alpha = 0.1, R^2 train: 0.228, R^2 test: 0.204 best alpha via bootstrap CV: 0.1 AUC Train: 0.784, Explained Variance Score Train: 0.228 AUC Validation: 0.723, Explained Variance Score Validation: 0.204 AUC Test: 0.754, Explained Variance Score Test: 0.265 Running batch 3 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 39, alpha = 0.001, R^2 train: 0.985, R^2 test: -1.388 Bootstrap CV 39, alpha = 0.005, R^2 train: 0.902, R^2 test: -0.265 Bootstrap CV 39, alpha = 0.01, R^2 train: 0.810, R^2 test: -0.096 Bootstrap CV 39, alpha = 0.1, R^2 train: 0.407, R^2 test: 0.213 best alpha via bootstrap CV: 0.1 AUC Train: 0.787, Explained Variance Score Train: 0.407 AUC Validation: 0.706, Explained Variance Score Validation: 0.221 AUC Test: 0.748, Explained Variance Score Test: 0.288 Bootstrap CV 47, alpha = 0.001, R^2 train: 0.990, R^2 test: -3.788 Bootstrap CV 47, alpha = 0.005, R^2 train: 0.902, R^2 test: -1.295 Bootstrap CV 47, alpha = 0.01, R^2 train: 0.809, R^2 test: -0.595 Bootstrap CV 47, alpha = 0.1, R^2 train: 0.343, R^2 test: 0.142 best alpha via bootstrap CV: 0.1 AUC Train: 0.835, Explained Variance Score Train: 0.343 AUC Validation: 0.648, Explained Variance Score Validation: 0.155 AUC Test: 0.737, Explained Variance Score Test: 0.268 Bootstrap CV 32, alpha = 0.001, R^2 train: 0.975, R^2 test: -0.636 Bootstrap CV 32, alpha = 0.005, R^2 train: 0.836, R^2 test: -0.064 Bootstrap CV 32, alpha = 0.01, R^2 train: 0.724, R^2 test: 0.125 Bootstrap CV 32, alpha = 0.1, R^2 train: 0.302, R^2 test: 0.232 best alpha via bootstrap CV: 0.1 AUC Train: 0.766, Explained Variance Score Train: 0.302 AUC Validation: 0.726, Explained Variance Score Validation: 0.243 AUC Test: 0.757, Explained Variance Score Test: 0.246 Bootstrap CV 33, alpha = 0.001, R^2 train: 0.981, R^2 test: -1.489 Bootstrap CV 33, alpha = 0.005, R^2 train: 0.859, R^2 test: -0.130 Bootstrap CV 33, alpha = 0.01, R^2 train: 0.743, R^2 test: 0.141 Bootstrap CV 33, alpha = 0.1, R^2 train: 0.261, R^2 test: 0.298 best alpha via bootstrap CV: 0.1 AUC Train: 0.755, Explained Variance Score Train: 0.261 AUC Validation: 0.773, Explained Variance Score Validation: 0.298 AUC Test: 0.736, Explained Variance Score Test: 0.264 Bootstrap CV 38, alpha = 0.001, R^2 train: 0.983, R^2 test: -0.347 Bootstrap CV 38, alpha = 0.005, R^2 train: 0.893, R^2 test: -0.096 Bootstrap CV 38, alpha = 0.01, R^2 train: 0.774, R^2 test: 0.102 Bootstrap CV 38, alpha = 0.1, R^2 train: 0.343, R^2 test: 0.258 best alpha via bootstrap CV: 0.1 AUC Train: 0.802, Explained Variance Score Train: 0.343 AUC Validation: 0.720, Explained Variance Score Validation: 0.266 AUC Test: 0.758, Explained Variance Score Test: 0.297 Bootstrap CV 34, alpha = 0.001, R^2 train: 0.985, R^2 test: -1.618 Bootstrap CV 34, alpha = 0.005, R^2 train: 0.884, R^2 test: -0.659 Bootstrap CV 34, alpha = 0.01, R^2 train: 0.772, R^2 test: -0.271 Bootstrap CV 34, alpha = 0.1, R^2 train: 0.353, R^2 test: 0.219 best alpha via bootstrap CV: 0.1 AUC Train: 0.798, Explained Variance Score Train: 0.353 AUC Validation: 0.656, Explained Variance Score Validation: 0.220 AUC Test: 0.758, Explained Variance Score Test: 0.304 Bootstrap CV 37, alpha = 0.001, R^2 train: 0.989, R^2 test: -0.903 Bootstrap CV 37, alpha = 0.005, R^2 train: 0.889, R^2 test: -0.075 Bootstrap CV 37, alpha = 0.01, R^2 train: 0.779, R^2 test: 0.088 Bootstrap CV 37, alpha = 0.1, R^2 train: 0.337, R^2 test: 0.209 best alpha via bootstrap CV: 0.1 AUC Train: 0.809, Explained Variance Score Train: 0.337 AUC Validation: 0.723, Explained Variance Score Validation: 0.212 AUC Test: 0.777, Explained Variance Score Test: 0.282 Bootstrap CV 45, alpha = 0.001, R^2 train: 0.985, R^2 test: -0.701 Bootstrap CV 45, alpha = 0.005, R^2 train: 0.868, R^2 test: 0.007 Bootstrap CV 45, alpha = 0.01, R^2 train: 0.743, R^2 test: 0.219 Bootstrap CV 45, alpha = 0.1, R^2 train: 0.286, R^2 test: 0.343 best alpha via bootstrap CV: 0.1 AUC Train: 0.783, Explained Variance Score Train: 0.286 AUC Validation: 0.825, Explained Variance Score Validation: 0.343 AUC Test: 0.769, Explained Variance Score Test: 0.306 Bootstrap CV 41, alpha = 0.001, R^2 train: 0.990, R^2 test: -3.827 Bootstrap CV 41, alpha = 0.005, R^2 train: 0.893, R^2 test: -1.309 Bootstrap CV 41, alpha = 0.01, R^2 train: 0.789, R^2 test: -0.559 Bootstrap CV 41, alpha = 0.1, R^2 train: 0.305, R^2 test: 0.167 best alpha via bootstrap CV: 0.1 AUC Train: 0.763, Explained Variance Score Train: 0.305 AUC Validation: 0.799, Explained Variance Score Validation: 0.202 AUC Test: 0.750, Explained Variance Score Test: 0.267 Bootstrap CV 43, alpha = 0.001, R^2 train: 0.993, R^2 test: -0.969 Bootstrap CV 43, alpha = 0.005, R^2 train: 0.917, R^2 test: -0.141 Bootstrap CV 43, alpha = 0.01, R^2 train: 0.826, R^2 test: 0.003 Bootstrap CV 43, alpha = 0.1, R^2 train: 0.416, R^2 test: 0.176 best alpha via bootstrap CV: 0.1 AUC Train: 0.781, Explained Variance Score Train: 0.416 AUC Validation: 0.808, Explained Variance Score Validation: 0.177 AUC Test: 0.764, Explained Variance Score Test: 0.297 Bootstrap CV 35, alpha = 0.001, R^2 train: 0.961, R^2 test: -3.054 Bootstrap CV 35, alpha = 0.005, R^2 train: 0.766, R^2 test: -0.449 Bootstrap CV 35, alpha = 0.01, R^2 train: 0.631, R^2 test: -0.038 Bootstrap CV 35, alpha = 0.1, R^2 train: 0.170, R^2 test: 0.208 best alpha via bootstrap CV: 0.1 AUC Train: 0.766, Explained Variance Score Train: 0.170 AUC Validation: 0.713, Explained Variance Score Validation: 0.212 AUC Test: 0.778, Explained Variance Score Test: 0.247 Bootstrap CV 44, alpha = 0.001, R^2 train: 0.979, R^2 test: -0.475 Bootstrap CV 44, alpha = 0.005, R^2 train: 0.874, R^2 test: -0.051 Bootstrap CV 44, alpha = 0.01, R^2 train: 0.761, R^2 test: 0.085 Bootstrap CV 44, alpha = 0.1, R^2 train: 0.356, R^2 test: 0.157 best alpha via bootstrap CV: 0.1 AUC Train: 0.782, Explained Variance Score Train: 0.356 AUC Validation: 0.741, Explained Variance Score Validation: 0.158 AUC Test: 0.755, Explained Variance Score Test: 0.302 Bootstrap CV 40, alpha = 0.001, R^2 train: 0.988, R^2 test: -0.655 Bootstrap CV 40, alpha = 0.005, R^2 train: 0.880, R^2 test: -0.096 Bootstrap CV 40, alpha = 0.01, R^2 train: 0.753, R^2 test: 0.135 Bootstrap CV 40, alpha = 0.1, R^2 train: 0.299, R^2 test: 0.203 best alpha via bootstrap CV: 0.1 AUC Train: 0.812, Explained Variance Score Train: 0.299 AUC Validation: 0.753, Explained Variance Score Validation: 0.227 AUC Test: 0.754, Explained Variance Score Test: 0.271 Bootstrap CV 42, alpha = 0.001, R^2 train: 0.979, R^2 test: -1.920 Bootstrap CV 42, alpha = 0.005, R^2 train: 0.887, R^2 test: -0.956 Bootstrap CV 42, alpha = 0.01, R^2 train: 0.796, R^2 test: -0.505 Bootstrap CV 42, alpha = 0.1, R^2 train: 0.289, R^2 test: 0.318 best alpha via bootstrap CV: 0.1 AUC Train: 0.775, Explained Variance Score Train: 0.289 AUC Validation: 0.789, Explained Variance Score Validation: 0.326 AUC Test: 0.749, Explained Variance Score Test: 0.291 Bootstrap CV 36, alpha = 0.001, R^2 train: 0.991, R^2 test: -2.109 Bootstrap CV 36, alpha = 0.005, R^2 train: 0.915, R^2 test: -1.013 Bootstrap CV 36, alpha = 0.01, R^2 train: 0.820, R^2 test: -0.497 Bootstrap CV 36, alpha = 0.1, R^2 train: 0.312, R^2 test: 0.255 best alpha via bootstrap CV: 0.1 AUC Train: 0.787, Explained Variance Score Train: 0.312 AUC Validation: 0.734, Explained Variance Score Validation: 0.304 AUC Test: 0.767, Explained Variance Score Test: 0.276 Bootstrap CV 46, alpha = 0.001, R^2 train: 0.989, R^2 test: -0.488 Bootstrap CV 46, alpha = 0.005, R^2 train: 0.904, R^2 test: 0.001 Bootstrap CV 46, alpha = 0.01, R^2 train: 0.811, R^2 test: 0.112 Bootstrap CV 46, alpha = 0.1, R^2 train: 0.378, R^2 test: 0.268 best alpha via bootstrap CV: 0.1 AUC Train: 0.823, Explained Variance Score Train: 0.378 AUC Validation: 0.819, Explained Variance Score Validation: 0.271 AUC Test: 0.763, Explained Variance Score Test: 0.303 Running batch 4 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 51, alpha = 0.001, R^2 train: 0.992, R^2 test: -1.703 Bootstrap CV 51, alpha = 0.005, R^2 train: 0.929, R^2 test: -0.711 Bootstrap CV 51, alpha = 0.01, R^2 train: 0.853, R^2 test: -0.343 Bootstrap CV 51, alpha = 0.1, R^2 train: 0.339, R^2 test: 0.243 best alpha via bootstrap CV: 0.1 AUC Train: 0.750, Explained Variance Score Train: 0.339 AUC Validation: 0.743, Explained Variance Score Validation: 0.269 AUC Test: 0.753, Explained Variance Score Test: 0.283 Bootstrap CV 52, alpha = 0.001, R^2 train: 0.985, R^2 test: -1.376 Bootstrap CV 52, alpha = 0.005, R^2 train: 0.884, R^2 test: -0.337 Bootstrap CV 52, alpha = 0.01, R^2 train: 0.778, R^2 test: 0.005 Bootstrap CV 52, alpha = 0.1, R^2 train: 0.306, R^2 test: 0.219 best alpha via bootstrap CV: 0.1 AUC Train: 0.779, Explained Variance Score Train: 0.306 AUC Validation: 0.759, Explained Variance Score Validation: 0.229 AUC Test: 0.770, Explained Variance Score Test: 0.298 Bootstrap CV 61, alpha = 0.001, R^2 train: 0.982, R^2 test: -2.327 Bootstrap CV 61, alpha = 0.005, R^2 train: 0.876, R^2 test: -0.948 Bootstrap CV 61, alpha = 0.01, R^2 train: 0.767, R^2 test: -0.492 Bootstrap CV 61, alpha = 0.1, R^2 train: 0.291, R^2 test: 0.167 best alpha via bootstrap CV: 0.1 AUC Train: 0.749, Explained Variance Score Train: 0.291 AUC Validation: 0.686, Explained Variance Score Validation: 0.176 AUC Test: 0.758, Explained Variance Score Test: 0.272 Bootstrap CV 63, alpha = 0.001, R^2 train: 0.981, R^2 test: -0.462 Bootstrap CV 63, alpha = 0.005, R^2 train: 0.864, R^2 test: 0.079 Bootstrap CV 63, alpha = 0.01, R^2 train: 0.756, R^2 test: 0.216 Bootstrap CV 63, alpha = 0.1, R^2 train: 0.362, R^2 test: 0.396 best alpha via bootstrap CV: 0.1 AUC Train: 0.771, Explained Variance Score Train: 0.362 AUC Validation: 0.852, Explained Variance Score Validation: 0.400 AUC Test: 0.758, Explained Variance Score Test: 0.301 Bootstrap CV 55, alpha = 0.001, R^2 train: 0.978, R^2 test: -1.013 Bootstrap CV 55, alpha = 0.005, R^2 train: 0.890, R^2 test: -0.116 Bootstrap CV 55, alpha = 0.01, R^2 train: 0.799, R^2 test: 0.021 Bootstrap CV 55, alpha = 0.1, R^2 train: 0.391, R^2 test: 0.204 best alpha via bootstrap CV: 0.1 AUC Train: 0.845, Explained Variance Score Train: 0.391 AUC Validation: 0.722, Explained Variance Score Validation: 0.206 AUC Test: 0.767, Explained Variance Score Test: 0.302 Bootstrap CV 56, alpha = 0.001, R^2 train: 0.990, R^2 test: -0.652 Bootstrap CV 56, alpha = 0.005, R^2 train: 0.908, R^2 test: -0.204 Bootstrap CV 56, alpha = 0.01, R^2 train: 0.803, R^2 test: -0.086 Bootstrap CV 56, alpha = 0.1, R^2 train: 0.284, R^2 test: 0.220 best alpha via bootstrap CV: 0.1 AUC Train: 0.798, Explained Variance Score Train: 0.284 AUC Validation: 0.735, Explained Variance Score Validation: 0.221 AUC Test: 0.769, Explained Variance Score Test: 0.264 Bootstrap CV 54, alpha = 0.001, R^2 train: 0.983, R^2 test: -1.646 Bootstrap CV 54, alpha = 0.005, R^2 train: 0.861, R^2 test: -0.371 Bootstrap CV 54, alpha = 0.01, R^2 train: 0.743, R^2 test: -0.139 Bootstrap CV 54, alpha = 0.1, R^2 train: 0.296, R^2 test: 0.247 best alpha via bootstrap CV: 0.1 AUC Train: 0.787, Explained Variance Score Train: 0.296 AUC Validation: 0.868, Explained Variance Score Validation: 0.310 AUC Test: 0.769, Explained Variance Score Test: 0.279 Bootstrap CV 49, alpha = 0.001, R^2 train: 0.985, R^2 test: -0.650 Bootstrap CV 49, alpha = 0.005, R^2 train: 0.825, R^2 test: 0.138 Bootstrap CV 49, alpha = 0.01, R^2 train: 0.683, R^2 test: 0.244 Bootstrap CV 49, alpha = 0.1, R^2 train: 0.212, R^2 test: 0.288 best alpha via bootstrap CV: 0.1 AUC Train: 0.761, Explained Variance Score Train: 0.212 AUC Validation: 0.788, Explained Variance Score Validation: 0.303 AUC Test: 0.766, Explained Variance Score Test: 0.265 Bootstrap CV 53, alpha = 0.001, R^2 train: 0.981, R^2 test: -1.366 Bootstrap CV 53, alpha = 0.005, R^2 train: 0.887, R^2 test: -0.473 Bootstrap CV 53, alpha = 0.01, R^2 train: 0.778, R^2 test: -0.153 Bootstrap CV 53, alpha = 0.1, R^2 train: 0.362, R^2 test: 0.240 best alpha via bootstrap CV: 0.1 AUC Train: 0.813, Explained Variance Score Train: 0.362 AUC Validation: 0.770, Explained Variance Score Validation: 0.240 AUC Test: 0.757, Explained Variance Score Test: 0.285 Bootstrap CV 59, alpha = 0.001, R^2 train: 0.976, R^2 test: -2.900 Bootstrap CV 59, alpha = 0.005, R^2 train: 0.861, R^2 test: -0.871 Bootstrap CV 59, alpha = 0.01, R^2 train: 0.744, R^2 test: -0.346 Bootstrap CV 59, alpha = 0.1, R^2 train: 0.310, R^2 test: 0.238 best alpha via bootstrap CV: 0.1 AUC Train: 0.819, Explained Variance Score Train: 0.310 AUC Validation: 0.670, Explained Variance Score Validation: 0.238 AUC Test: 0.753, Explained Variance Score Test: 0.299 Bootstrap CV 50, alpha = 0.001, R^2 train: 0.988, R^2 test: -1.004 Bootstrap CV 50, alpha = 0.005, R^2 train: 0.879, R^2 test: -0.301 Bootstrap CV 50, alpha = 0.01, R^2 train: 0.780, R^2 test: -0.033 Bootstrap CV 50, alpha = 0.1, R^2 train: 0.308, R^2 test: 0.189 best alpha via bootstrap CV: 0.1 AUC Train: 0.698, Explained Variance Score Train: 0.308 AUC Validation: 0.792, Explained Variance Score Validation: 0.263 AUC Test: 0.755, Explained Variance Score Test: 0.290 Bootstrap CV 60, alpha = 0.001, R^2 train: 0.985, R^2 test: -2.559 Bootstrap CV 60, alpha = 0.005, R^2 train: 0.860, R^2 test: -0.778 Bootstrap CV 60, alpha = 0.01, R^2 train: 0.731, R^2 test: -0.266 Bootstrap CV 60, alpha = 0.1, R^2 train: 0.189, R^2 test: 0.263 best alpha via bootstrap CV: 0.1 AUC Train: 0.772, Explained Variance Score Train: 0.189 AUC Validation: 0.754, Explained Variance Score Validation: 0.263 AUC Test: 0.756, Explained Variance Score Test: 0.246 Bootstrap CV 48, alpha = 0.001, R^2 train: 0.972, R^2 test: -0.156 Bootstrap CV 48, alpha = 0.005, R^2 train: 0.880, R^2 test: 0.134 Bootstrap CV 48, alpha = 0.01, R^2 train: 0.774, R^2 test: 0.150 Bootstrap CV 48, alpha = 0.1, R^2 train: 0.324, R^2 test: 0.150 best alpha via bootstrap CV: 0.1 AUC Train: 0.799, Explained Variance Score Train: 0.324 AUC Validation: 0.752, Explained Variance Score Validation: 0.217 AUC Test: 0.762, Explained Variance Score Test: 0.271 Bootstrap CV 62, alpha = 0.001, R^2 train: 0.985, R^2 test: -0.209 Bootstrap CV 62, alpha = 0.005, R^2 train: 0.873, R^2 test: 0.087 Bootstrap CV 62, alpha = 0.01, R^2 train: 0.750, R^2 test: 0.173 Bootstrap CV 62, alpha = 0.1, R^2 train: 0.310, R^2 test: 0.187 best alpha via bootstrap CV: 0.1 AUC Train: 0.738, Explained Variance Score Train: 0.310 AUC Validation: 0.690, Explained Variance Score Validation: 0.215 AUC Test: 0.754, Explained Variance Score Test: 0.273 Bootstrap CV 58, alpha = 0.001, R^2 train: 0.988, R^2 test: -1.464 Bootstrap CV 58, alpha = 0.005, R^2 train: 0.881, R^2 test: -0.298 Bootstrap CV 58, alpha = 0.01, R^2 train: 0.754, R^2 test: 0.072 Bootstrap CV 58, alpha = 0.1, R^2 train: 0.295, R^2 test: 0.261 best alpha via bootstrap CV: 0.1 AUC Train: 0.775, Explained Variance Score Train: 0.295 AUC Validation: 0.727, Explained Variance Score Validation: 0.261 AUC Test: 0.749, Explained Variance Score Test: 0.265 Bootstrap CV 57, alpha = 0.001, R^2 train: 0.981, R^2 test: -2.047 Bootstrap CV 57, alpha = 0.005, R^2 train: 0.852, R^2 test: -0.542 Bootstrap CV 57, alpha = 0.01, R^2 train: 0.733, R^2 test: -0.277 Bootstrap CV 57, alpha = 0.1, R^2 train: 0.306, R^2 test: 0.097 best alpha via bootstrap CV: 0.1 AUC Train: 0.801, Explained Variance Score Train: 0.306 AUC Validation: 0.677, Explained Variance Score Validation: 0.130 AUC Test: 0.759, Explained Variance Score Test: 0.305 Running batch 5 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 72, alpha = 0.001, R^2 train: 0.993, R^2 test: -1.109 Bootstrap CV 72, alpha = 0.005, R^2 train: 0.919, R^2 test: -0.240 Bootstrap CV 72, alpha = 0.01, R^2 train: 0.840, R^2 test: -0.004 Bootstrap CV 72, alpha = 0.1, R^2 train: 0.382, R^2 test: 0.206 best alpha via bootstrap CV: 0.1 AUC Train: 0.801, Explained Variance Score Train: 0.382 AUC Validation: 0.695, Explained Variance Score Validation: 0.213 AUC Test: 0.745, Explained Variance Score Test: 0.284 Bootstrap CV 66, alpha = 0.001, R^2 train: 0.989, R^2 test: -0.961 Bootstrap CV 66, alpha = 0.005, R^2 train: 0.892, R^2 test: -0.353 Bootstrap CV 66, alpha = 0.01, R^2 train: 0.786, R^2 test: -0.026 Bootstrap CV 66, alpha = 0.1, R^2 train: 0.302, R^2 test: 0.152 best alpha via bootstrap CV: 0.1 AUC Train: 0.709, Explained Variance Score Train: 0.302 AUC Validation: 0.768, Explained Variance Score Validation: 0.156 AUC Test: 0.724, Explained Variance Score Test: 0.227 Bootstrap CV 74, alpha = 0.001, R^2 train: 0.986, R^2 test: -1.190 Bootstrap CV 74, alpha = 0.005, R^2 train: 0.903, R^2 test: -0.514 Bootstrap CV 74, alpha = 0.01, R^2 train: 0.814, R^2 test: -0.229 Bootstrap CV 74, alpha = 0.1, R^2 train: 0.344, R^2 test: 0.223 best alpha via bootstrap CV: 0.1 AUC Train: 0.811, Explained Variance Score Train: 0.344 AUC Validation: 0.704, Explained Variance Score Validation: 0.226 AUC Test: 0.771, Explained Variance Score Test: 0.314 Bootstrap CV 78, alpha = 0.001, R^2 train: 0.989, R^2 test: -1.750 Bootstrap CV 78, alpha = 0.005, R^2 train: 0.897, R^2 test: -0.724 Bootstrap CV 78, alpha = 0.01, R^2 train: 0.780, R^2 test: -0.355 Bootstrap CV 78, alpha = 0.1, R^2 train: 0.288, R^2 test: 0.172 best alpha via bootstrap CV: 0.1 AUC Train: 0.769, Explained Variance Score Train: 0.288 AUC Validation: 0.755, Explained Variance Score Validation: 0.173 AUC Test: 0.692, Explained Variance Score Test: 0.193 Bootstrap CV 75, alpha = 0.001, R^2 train: 0.977, R^2 test: -1.751 Bootstrap CV 75, alpha = 0.005, R^2 train: 0.858, R^2 test: -0.559 Bootstrap CV 75, alpha = 0.01, R^2 train: 0.727, R^2 test: -0.208 Bootstrap CV 75, alpha = 0.1, R^2 train: 0.204, R^2 test: 0.258 best alpha via bootstrap CV: 0.1 AUC Train: 0.773, Explained Variance Score Train: 0.204 AUC Validation: 0.782, Explained Variance Score Validation: 0.285 AUC Test: 0.761, Explained Variance Score Test: 0.235 Bootstrap CV 70, alpha = 0.001, R^2 train: 0.979, R^2 test: -0.415 Bootstrap CV 70, alpha = 0.005, R^2 train: 0.852, R^2 test: 0.149 Bootstrap CV 70, alpha = 0.01, R^2 train: 0.752, R^2 test: 0.255 Bootstrap CV 70, alpha = 0.1, R^2 train: 0.317, R^2 test: 0.357 best alpha via bootstrap CV: 0.1 AUC Train: 0.838, Explained Variance Score Train: 0.317 AUC Validation: 0.776, Explained Variance Score Validation: 0.366 AUC Test: 0.766, Explained Variance Score Test: 0.294 Bootstrap CV 77, alpha = 0.001, R^2 train: 0.981, R^2 test: -0.684 Bootstrap CV 77, alpha = 0.005, R^2 train: 0.877, R^2 test: 0.012 Bootstrap CV 77, alpha = 0.01, R^2 train: 0.767, R^2 test: 0.158 Bootstrap CV 77, alpha = 0.1, R^2 train: 0.245, R^2 test: 0.317 best alpha via bootstrap CV: 0.1 AUC Train: 0.730, Explained Variance Score Train: 0.245 AUC Validation: 0.815, Explained Variance Score Validation: 0.321 AUC Test: 0.746, Explained Variance Score Test: 0.247 Bootstrap CV 73, alpha = 0.001, R^2 train: 0.988, R^2 test: -1.996 Bootstrap CV 73, alpha = 0.005, R^2 train: 0.878, R^2 test: -0.473 Bootstrap CV 73, alpha = 0.01, R^2 train: 0.775, R^2 test: -0.118 Bootstrap CV 73, alpha = 0.1, R^2 train: 0.330, R^2 test: 0.207 best alpha via bootstrap CV: 0.1 AUC Train: 0.803, Explained Variance Score Train: 0.330 AUC Validation: 0.755, Explained Variance Score Validation: 0.212 AUC Test: 0.764, Explained Variance Score Test: 0.314 Bootstrap CV 71, alpha = 0.001, R^2 train: 0.991, R^2 test: -0.690 Bootstrap CV 71, alpha = 0.005, R^2 train: 0.894, R^2 test: -0.060 Bootstrap CV 71, alpha = 0.01, R^2 train: 0.780, R^2 test: 0.103 Bootstrap CV 71, alpha = 0.1, R^2 train: 0.315, R^2 test: 0.298 best alpha via bootstrap CV: 0.1 AUC Train: 0.734, Explained Variance Score Train: 0.315 AUC Validation: 0.711, Explained Variance Score Validation: 0.298 AUC Test: 0.761, Explained Variance Score Test: 0.288 Bootstrap CV 69, alpha = 0.001, R^2 train: 0.981, R^2 test: -1.704 Bootstrap CV 69, alpha = 0.005, R^2 train: 0.837, R^2 test: -0.132 Bootstrap CV 69, alpha = 0.01, R^2 train: 0.702, R^2 test: 0.165 Bootstrap CV 69, alpha = 0.1, R^2 train: 0.284, R^2 test: 0.245 best alpha via bootstrap CV: 0.1 AUC Train: 0.800, Explained Variance Score Train: 0.284 AUC Validation: 0.706, Explained Variance Score Validation: 0.257 AUC Test: 0.759, Explained Variance Score Test: 0.265 Bootstrap CV 64, alpha = 0.001, R^2 train: 0.983, R^2 test: -0.621 Bootstrap CV 64, alpha = 0.005, R^2 train: 0.869, R^2 test: 0.035 Bootstrap CV 64, alpha = 0.01, R^2 train: 0.768, R^2 test: 0.117 Bootstrap CV 64, alpha = 0.1, R^2 train: 0.395, R^2 test: 0.240 best alpha via bootstrap CV: 0.1 AUC Train: 0.827, Explained Variance Score Train: 0.395 AUC Validation: 0.794, Explained Variance Score Validation: 0.241 AUC Test: 0.761, Explained Variance Score Test: 0.296 Bootstrap CV 65, alpha = 0.001, R^2 train: 0.989, R^2 test: -0.336 Bootstrap CV 65, alpha = 0.005, R^2 train: 0.905, R^2 test: -0.092 Bootstrap CV 65, alpha = 0.01, R^2 train: 0.825, R^2 test: -0.023 Bootstrap CV 65, alpha = 0.1, R^2 train: 0.433, R^2 test: 0.122 best alpha via bootstrap CV: 0.1 AUC Train: 0.816, Explained Variance Score Train: 0.433 AUC Validation: 0.709, Explained Variance Score Validation: 0.130 AUC Test: 0.750, Explained Variance Score Test: 0.283 Bootstrap CV 68, alpha = 0.001, R^2 train: 0.986, R^2 test: -5.928 Bootstrap CV 68, alpha = 0.005, R^2 train: 0.832, R^2 test: -1.539 Bootstrap CV 68, alpha = 0.01, R^2 train: 0.674, R^2 test: -0.466 Bootstrap CV 68, alpha = 0.1, R^2 train: 0.190, R^2 test: 0.346 best alpha via bootstrap CV: 0.1 AUC Train: 0.742, Explained Variance Score Train: 0.190 AUC Validation: 0.841, Explained Variance Score Validation: 0.373 AUC Test: 0.769, Explained Variance Score Test: 0.263 Bootstrap CV 67, alpha = 0.001, R^2 train: 0.989, R^2 test: -0.321 Bootstrap CV 67, alpha = 0.005, R^2 train: 0.909, R^2 test: -0.032 Bootstrap CV 67, alpha = 0.01, R^2 train: 0.829, R^2 test: 0.140 Bootstrap CV 67, alpha = 0.1, R^2 train: 0.511, R^2 test: 0.266 best alpha via bootstrap CV: 0.1 AUC Train: 0.840, Explained Variance Score Train: 0.511 AUC Validation: 0.714, Explained Variance Score Validation: 0.266 AUC Test: 0.768, Explained Variance Score Test: 0.307 Bootstrap CV 76, alpha = 0.001, R^2 train: 0.983, R^2 test: -0.970 Bootstrap CV 76, alpha = 0.005, R^2 train: 0.892, R^2 test: -0.446 Bootstrap CV 76, alpha = 0.01, R^2 train: 0.780, R^2 test: -0.132 Bootstrap CV 76, alpha = 0.1, R^2 train: 0.327, R^2 test: 0.148 best alpha via bootstrap CV: 0.1 AUC Train: 0.759, Explained Variance Score Train: 0.327 AUC Validation: 0.747, Explained Variance Score Validation: 0.163 AUC Test: 0.752, Explained Variance Score Test: 0.294 Bootstrap CV 79, alpha = 0.001, R^2 train: 0.980, R^2 test: -2.972 Bootstrap CV 79, alpha = 0.005, R^2 train: 0.848, R^2 test: -0.647 Bootstrap CV 79, alpha = 0.01, R^2 train: 0.731, R^2 test: -0.072 Bootstrap CV 79, alpha = 0.1, R^2 train: 0.430, R^2 test: 0.221 best alpha via bootstrap CV: 0.1 AUC Train: 0.884, Explained Variance Score Train: 0.430 AUC Validation: 0.744, Explained Variance Score Validation: 0.227 AUC Test: 0.771, Explained Variance Score Test: 0.317 Running batch 6 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 83, alpha = 0.001, R^2 train: 0.989, R^2 test: -0.699 Bootstrap CV 83, alpha = 0.005, R^2 train: 0.894, R^2 test: 0.087 Bootstrap CV 83, alpha = 0.01, R^2 train: 0.794, R^2 test: 0.346 Bootstrap CV 83, alpha = 0.1, R^2 train: 0.327, R^2 test: 0.463 best alpha via bootstrap CV: 0.1 AUC Train: 0.827, Explained Variance Score Train: 0.327 AUC Validation: 0.894, Explained Variance Score Validation: 0.482 AUC Test: 0.771, Explained Variance Score Test: 0.304 Bootstrap CV 89, alpha = 0.001, R^2 train: 0.985, R^2 test: -0.772 Bootstrap CV 89, alpha = 0.005, R^2 train: 0.884, R^2 test: 0.015 Bootstrap CV 89, alpha = 0.01, R^2 train: 0.780, R^2 test: 0.200 Bootstrap CV 89, alpha = 0.1, R^2 train: 0.312, R^2 test: 0.320 best alpha via bootstrap CV: 0.1 AUC Train: 0.720, Explained Variance Score Train: 0.312 AUC Validation: 0.841, Explained Variance Score Validation: 0.323 AUC Test: 0.764, Explained Variance Score Test: 0.284 Bootstrap CV 93, alpha = 0.001, R^2 train: 0.989, R^2 test: -2.212 Bootstrap CV 93, alpha = 0.005, R^2 train: 0.895, R^2 test: -0.424 Bootstrap CV 93, alpha = 0.01, R^2 train: 0.792, R^2 test: 0.005 Bootstrap CV 93, alpha = 0.1, R^2 train: 0.349, R^2 test: 0.385 best alpha via bootstrap CV: 0.1 AUC Train: 0.826, Explained Variance Score Train: 0.349 AUC Validation: 0.800, Explained Variance Score Validation: 0.399 AUC Test: 0.774, Explained Variance Score Test: 0.298 Bootstrap CV 82, alpha = 0.001, R^2 train: 0.987, R^2 test: -2.864 Bootstrap CV 82, alpha = 0.005, R^2 train: 0.899, R^2 test: -0.458 Bootstrap CV 82, alpha = 0.01, R^2 train: 0.823, R^2 test: -0.182 Bootstrap CV 82, alpha = 0.1, R^2 train: 0.371, R^2 test: 0.417 best alpha via bootstrap CV: 0.1 AUC Train: 0.844, Explained Variance Score Train: 0.371 AUC Validation: 0.829, Explained Variance Score Validation: 0.450 AUC Test: 0.761, Explained Variance Score Test: 0.288 Bootstrap CV 86, alpha = 0.001, R^2 train: 0.983, R^2 test: -0.852 Bootstrap CV 86, alpha = 0.005, R^2 train: 0.877, R^2 test: 0.009 Bootstrap CV 86, alpha = 0.01, R^2 train: 0.782, R^2 test: 0.169 Bootstrap CV 86, alpha = 0.1, R^2 train: 0.372, R^2 test: 0.232 best alpha via bootstrap CV: 0.1 AUC Train: 0.836, Explained Variance Score Train: 0.372 AUC Validation: 0.664, Explained Variance Score Validation: 0.241 AUC Test: 0.758, Explained Variance Score Test: 0.267 Bootstrap CV 91, alpha = 0.001, R^2 train: 0.983, R^2 test: -2.000 Bootstrap CV 91, alpha = 0.005, R^2 train: 0.858, R^2 test: -0.563 Bootstrap CV 91, alpha = 0.01, R^2 train: 0.742, R^2 test: -0.197 Bootstrap CV 91, alpha = 0.1, R^2 train: 0.348, R^2 test: 0.133 best alpha via bootstrap CV: 0.1 AUC Train: 0.824, Explained Variance Score Train: 0.348 AUC Validation: 0.728, Explained Variance Score Validation: 0.146 AUC Test: 0.761, Explained Variance Score Test: 0.299 Bootstrap CV 84, alpha = 0.001, R^2 train: 0.985, R^2 test: -2.563 Bootstrap CV 84, alpha = 0.005, R^2 train: 0.883, R^2 test: -0.476 Bootstrap CV 84, alpha = 0.01, R^2 train: 0.758, R^2 test: 0.039 Bootstrap CV 84, alpha = 0.1, R^2 train: 0.379, R^2 test: 0.373 best alpha via bootstrap CV: 0.1 AUC Train: 0.840, Explained Variance Score Train: 0.379 AUC Validation: 0.826, Explained Variance Score Validation: 0.373 AUC Test: 0.761, Explained Variance Score Test: 0.306 Bootstrap CV 88, alpha = 0.001, R^2 train: 0.985, R^2 test: -0.929 Bootstrap CV 88, alpha = 0.005, R^2 train: 0.874, R^2 test: -0.254 Bootstrap CV 88, alpha = 0.01, R^2 train: 0.758, R^2 test: 0.000 Bootstrap CV 88, alpha = 0.1, R^2 train: 0.329, R^2 test: 0.224 best alpha via bootstrap CV: 0.1 AUC Train: 0.788, Explained Variance Score Train: 0.329 AUC Validation: 0.784, Explained Variance Score Validation: 0.230 AUC Test: 0.758, Explained Variance Score Test: 0.297 Bootstrap CV 85, alpha = 0.001, R^2 train: 0.974, R^2 test: -1.880 Bootstrap CV 85, alpha = 0.005, R^2 train: 0.826, R^2 test: -0.316 Bootstrap CV 85, alpha = 0.01, R^2 train: 0.664, R^2 test: 0.044 Bootstrap CV 85, alpha = 0.1, R^2 train: 0.212, R^2 test: 0.242 best alpha via bootstrap CV: 0.1 AUC Train: 0.688, Explained Variance Score Train: 0.212 AUC Validation: 0.831, Explained Variance Score Validation: 0.246 AUC Test: 0.744, Explained Variance Score Test: 0.244 Bootstrap CV 95, alpha = 0.001, R^2 train: 0.989, R^2 test: -0.280 Bootstrap CV 95, alpha = 0.005, R^2 train: 0.895, R^2 test: -0.060 Bootstrap CV 95, alpha = 0.01, R^2 train: 0.805, R^2 test: 0.116 Bootstrap CV 95, alpha = 0.1, R^2 train: 0.338, R^2 test: 0.260 best alpha via bootstrap CV: 0.1 AUC Train: 0.785, Explained Variance Score Train: 0.338 AUC Validation: 0.739, Explained Variance Score Validation: 0.265 AUC Test: 0.765, Explained Variance Score Test: 0.292 Bootstrap CV 87, alpha = 0.001, R^2 train: 0.980, R^2 test: -2.030 Bootstrap CV 87, alpha = 0.005, R^2 train: 0.866, R^2 test: -0.712 Bootstrap CV 87, alpha = 0.01, R^2 train: 0.760, R^2 test: -0.264 Bootstrap CV 87, alpha = 0.1, R^2 train: 0.317, R^2 test: 0.144 best alpha via bootstrap CV: 0.1 AUC Train: 0.768, Explained Variance Score Train: 0.317 AUC Validation: 0.757, Explained Variance Score Validation: 0.144 AUC Test: 0.758, Explained Variance Score Test: 0.295 Bootstrap CV 90, alpha = 0.001, R^2 train: 0.986, R^2 test: -1.713 Bootstrap CV 90, alpha = 0.005, R^2 train: 0.888, R^2 test: -0.444 Bootstrap CV 90, alpha = 0.01, R^2 train: 0.810, R^2 test: -0.198 Bootstrap CV 90, alpha = 0.1, R^2 train: 0.458, R^2 test: 0.150 best alpha via bootstrap CV: 0.1 AUC Train: 0.836, Explained Variance Score Train: 0.458 AUC Validation: 0.764, Explained Variance Score Validation: 0.158 AUC Test: 0.749, Explained Variance Score Test: 0.300 Bootstrap CV 81, alpha = 0.001, R^2 train: 0.984, R^2 test: -2.306 Bootstrap CV 81, alpha = 0.005, R^2 train: 0.858, R^2 test: -0.780 Bootstrap CV 81, alpha = 0.01, R^2 train: 0.729, R^2 test: -0.153 Bootstrap CV 81, alpha = 0.1, R^2 train: 0.240, R^2 test: 0.201 best alpha via bootstrap CV: 0.1 AUC Train: 0.822, Explained Variance Score Train: 0.240 AUC Validation: 0.755, Explained Variance Score Validation: 0.203 AUC Test: 0.759, Explained Variance Score Test: 0.264 Bootstrap CV 80, alpha = 0.001, R^2 train: 0.977, R^2 test: -5.285 Bootstrap CV 80, alpha = 0.005, R^2 train: 0.865, R^2 test: -1.721 Bootstrap CV 80, alpha = 0.01, R^2 train: 0.770, R^2 test: -0.754 Bootstrap CV 80, alpha = 0.1, R^2 train: 0.386, R^2 test: 0.175 best alpha via bootstrap CV: 0.1 AUC Train: 0.871, Explained Variance Score Train: 0.386 AUC Validation: 0.729, Explained Variance Score Validation: 0.194 AUC Test: 0.771, Explained Variance Score Test: 0.303 Bootstrap CV 92, alpha = 0.001, R^2 train: 0.991, R^2 test: -1.089 Bootstrap CV 92, alpha = 0.005, R^2 train: 0.926, R^2 test: -0.454 Bootstrap CV 92, alpha = 0.01, R^2 train: 0.838, R^2 test: -0.172 Bootstrap CV 92, alpha = 0.1, R^2 train: 0.441, R^2 test: 0.329 best alpha via bootstrap CV: 0.1 AUC Train: 0.845, Explained Variance Score Train: 0.441 AUC Validation: 0.772, Explained Variance Score Validation: 0.352 AUC Test: 0.753, Explained Variance Score Test: 0.305 Bootstrap CV 94, alpha = 0.001, R^2 train: 0.991, R^2 test: -0.407 Bootstrap CV 94, alpha = 0.005, R^2 train: 0.911, R^2 test: -0.030 Bootstrap CV 94, alpha = 0.01, R^2 train: 0.795, R^2 test: 0.112 Bootstrap CV 94, alpha = 0.1, R^2 train: 0.330, R^2 test: 0.325 best alpha via bootstrap CV: 0.1 AUC Train: 0.779, Explained Variance Score Train: 0.330 AUC Validation: 0.777, Explained Variance Score Validation: 0.325 AUC Test: 0.749, Explained Variance Score Test: 0.288 Running batch 7 of 7 with 4 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 98, alpha = 0.001, R^2 train: 0.991, R^2 test: -0.907 Bootstrap CV 98, alpha = 0.005, R^2 train: 0.915, R^2 test: -0.259 Bootstrap CV 98, alpha = 0.01, R^2 train: 0.811, R^2 test: -0.058 Bootstrap CV 98, alpha = 0.1, R^2 train: 0.291, R^2 test: 0.152 best alpha via bootstrap CV: 0.1 AUC Train: 0.733, Explained Variance Score Train: 0.291 AUC Validation: 0.762, Explained Variance Score Validation: 0.175 AUC Test: 0.751, Explained Variance Score Test: 0.281 Bootstrap CV 99, alpha = 0.001, R^2 train: 0.984, R^2 test: -1.522 Bootstrap CV 99, alpha = 0.005, R^2 train: 0.897, R^2 test: -0.578 Bootstrap CV 99, alpha = 0.01, R^2 train: 0.801, R^2 test: -0.229 Bootstrap CV 99, alpha = 0.1, R^2 train: 0.362, R^2 test: 0.126 best alpha via bootstrap CV: 0.1 AUC Train: 0.853, Explained Variance Score Train: 0.362 AUC Validation: 0.646, Explained Variance Score Validation: 0.126 AUC Test: 0.769, Explained Variance Score Test: 0.305 Bootstrap CV 97, alpha = 0.001, R^2 train: 0.975, R^2 test: -1.776 Bootstrap CV 97, alpha = 0.005, R^2 train: 0.872, R^2 test: -0.495 Bootstrap CV 97, alpha = 0.01, R^2 train: 0.758, R^2 test: -0.128 Bootstrap CV 97, alpha = 0.1, R^2 train: 0.338, R^2 test: 0.189 best alpha via bootstrap CV: 0.1 AUC Train: 0.833, Explained Variance Score Train: 0.338 AUC Validation: 0.692, Explained Variance Score Validation: 0.208 AUC Test: 0.764, Explained Variance Score Test: 0.293 Bootstrap CV 96, alpha = 0.001, R^2 train: 0.988, R^2 test: -0.687 Bootstrap CV 96, alpha = 0.005, R^2 train: 0.896, R^2 test: -0.101 Bootstrap CV 96, alpha = 0.01, R^2 train: 0.798, R^2 test: 0.135 Bootstrap CV 96, alpha = 0.1, R^2 train: 0.320, R^2 test: 0.396 best alpha via bootstrap CV: 0.1 AUC Train: 0.816, Explained Variance Score Train: 0.320 AUC Validation: 0.807, Explained Variance Score Validation: 0.400 AUC Test: 0.754, Explained Variance Score Test: 0.290 total Variables 858 and total subjects: 1751 ->AUC validation: 0.758 95% CI: [0.748 , 0.768] ->AUC test: 0.758 95% CI: [0.756 , 0.761] ->R^2 validation: 0.249 95% CI: [0.235 , 0.264] ->R^2 test: 0.282 95% CI: [0.278 , 0.287] ->Explained Variance validation: 0.237 95% CI: [0.223 , 0.252] ->Explained Variance test: 0.278 95% CI: [0.274 , 0.283] Test set metrics: @threshold:1.370, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:1.148, sens:0.024, spec:1.000, ppv:1.000, acc:0.769, f1:0.047, mcc:0.000, total+:2, total-:348 @threshold:1.079, sens:0.036, spec:1.000, ppv:1.000, acc:0.771, f1:0.070, mcc:0.000, total+:3, total-:347 @threshold:1.060, sens:0.048, spec:0.996, ppv:0.800, acc:0.771, f1:0.091, mcc:0.182, total+:5, total-:345 @threshold:1.056, sens:0.060, spec:0.996, ppv:0.833, acc:0.774, f1:0.112, mcc:0.211, total+:6, total-:344 @threshold:1.029, sens:0.060, spec:0.993, ppv:0.714, acc:0.771, f1:0.111, mcc:0.092, total+:7, total-:343 @threshold:0.979, sens:0.072, spec:0.993, ppv:0.750, acc:0.774, f1:0.132, mcc:0.105, total+:8, total-:342 @threshold:0.936, sens:0.072, spec:0.989, ppv:0.667, acc:0.771, f1:0.130, mcc:0.063, total+:9, total-:341 @threshold:0.888, sens:0.084, spec:0.985, ppv:0.636, acc:0.771, f1:0.149, mcc:0.048, total+:11, total-:339 @threshold:0.763, sens:0.133, spec:0.981, ppv:0.688, acc:0.780, f1:0.222, mcc:0.053, total+:16, total-:334 @threshold:0.695, sens:0.145, spec:0.978, ppv:0.667, acc:0.780, f1:0.238, mcc:0.045, total+:18, total-:332 @threshold:0.615, sens:0.157, spec:0.974, ppv:0.650, acc:0.780, f1:0.252, mcc:0.039, total+:20, total-:330 @threshold:0.600, sens:0.169, spec:0.970, ppv:0.636, acc:0.780, f1:0.267, mcc:0.035, total+:22, total-:328 @threshold:0.555, sens:0.241, spec:0.966, ppv:0.690, acc:0.794, f1:0.357, mcc:0.040, total+:29, total-:321 @threshold:0.553, sens:0.253, spec:0.966, ppv:0.700, acc:0.797, f1:0.372, mcc:0.042, total+:30, total-:320 @threshold:0.541, sens:0.253, spec:0.963, ppv:0.677, acc:0.794, f1:0.368, mcc:0.037, total+:31, total-:319 @threshold:0.515, sens:0.265, spec:0.959, ppv:0.667, acc:0.794, f1:0.379, mcc:0.034, total+:33, total-:317 @threshold:0.503, sens:0.265, spec:0.955, ppv:0.647, acc:0.791, f1:0.376, mcc:0.030, total+:34, total-:316 @threshold:0.503, sens:0.277, spec:0.955, ppv:0.657, acc:0.794, f1:0.390, mcc:0.031, total+:35, total-:315 @threshold:0.501, sens:0.289, spec:0.951, ppv:0.649, acc:0.794, f1:0.400, mcc:0.029, total+:37, total-:313 @threshold:0.491, sens:0.301, spec:0.948, ppv:0.641, acc:0.794, f1:0.410, mcc:0.027, total+:39, total-:311 @threshold:0.479, sens:0.313, spec:0.944, ppv:0.634, acc:0.794, f1:0.419, mcc:0.026, total+:41, total-:309 @threshold:0.461, sens:0.325, spec:0.936, ppv:0.614, acc:0.791, f1:0.425, mcc:0.023, total+:44, total-:306 @threshold:0.438, sens:0.325, spec:0.933, ppv:0.600, acc:0.789, f1:0.422, mcc:0.021, total+:45, total-:305 @threshold:0.433, sens:0.337, spec:0.929, ppv:0.596, acc:0.789, f1:0.431, mcc:0.020, total+:47, total-:303 @threshold:0.430, sens:0.337, spec:0.925, ppv:0.583, acc:0.786, f1:0.427, mcc:0.019, total+:48, total-:302 @threshold:0.427, sens:0.349, spec:0.918, ppv:0.569, acc:0.783, f1:0.433, mcc:0.017, total+:51, total-:299 @threshold:0.403, sens:0.361, spec:0.914, ppv:0.566, acc:0.783, f1:0.441, mcc:0.016, total+:53, total-:297 @threshold:0.400, sens:0.373, spec:0.910, ppv:0.564, acc:0.783, f1:0.449, mcc:0.016, total+:55, total-:295 @threshold:0.395, sens:0.386, spec:0.906, ppv:0.561, acc:0.783, f1:0.457, mcc:0.016, total+:57, total-:293 @threshold:0.395, sens:0.398, spec:0.906, ppv:0.569, acc:0.786, f1:0.468, mcc:0.016, total+:58, total-:292 @threshold:0.390, sens:0.398, spec:0.903, ppv:0.559, acc:0.783, f1:0.465, mcc:0.015, total+:59, total-:291 @threshold:0.388, sens:0.410, spec:0.899, ppv:0.557, acc:0.783, f1:0.472, mcc:0.015, total+:61, total-:289 @threshold:0.378, sens:0.410, spec:0.895, ppv:0.548, acc:0.780, f1:0.469, mcc:0.014, total+:62, total-:288 @threshold:0.366, sens:0.422, spec:0.891, ppv:0.547, acc:0.780, f1:0.476, mcc:0.014, total+:64, total-:286 @threshold:0.355, sens:0.422, spec:0.888, ppv:0.538, acc:0.777, f1:0.473, mcc:0.013, total+:65, total-:285 @threshold:0.349, sens:0.434, spec:0.884, ppv:0.537, acc:0.777, f1:0.480, mcc:0.013, total+:67, total-:283 @threshold:0.344, sens:0.434, spec:0.880, ppv:0.529, acc:0.774, f1:0.477, mcc:0.012, total+:68, total-:282 @threshold:0.321, sens:0.446, spec:0.861, ppv:0.500, acc:0.763, f1:0.471, mcc:0.010, total+:74, total-:276 @threshold:0.319, sens:0.446, spec:0.858, ppv:0.493, acc:0.760, f1:0.468, mcc:0.010, total+:75, total-:275 @threshold:0.319, sens:0.458, spec:0.858, ppv:0.500, acc:0.763, f1:0.478, mcc:0.010, total+:76, total-:274 @threshold:0.317, sens:0.458, spec:0.854, ppv:0.494, acc:0.760, f1:0.475, mcc:0.010, total+:77, total-:273 @threshold:0.267, sens:0.470, spec:0.831, ppv:0.464, acc:0.746, f1:0.467, mcc:0.008, total+:84, total-:266 @threshold:0.264, sens:0.482, spec:0.828, ppv:0.465, acc:0.746, f1:0.473, mcc:0.008, total+:86, total-:264 @threshold:0.262, sens:0.494, spec:0.828, ppv:0.471, acc:0.749, f1:0.482, mcc:0.008, total+:87, total-:263 @threshold:0.255, sens:0.494, spec:0.824, ppv:0.466, acc:0.746, f1:0.480, mcc:0.008, total+:88, total-:262 @threshold:0.245, sens:0.506, spec:0.816, ppv:0.462, acc:0.743, f1:0.483, mcc:0.008, total+:91, total-:259 @threshold:0.245, sens:0.506, spec:0.813, ppv:0.457, acc:0.740, f1:0.480, mcc:0.007, total+:92, total-:258 @threshold:0.232, sens:0.518, spec:0.805, ppv:0.453, acc:0.737, f1:0.483, mcc:0.007, total+:95, total-:255 @threshold:0.222, sens:0.530, spec:0.801, ppv:0.454, acc:0.737, f1:0.489, mcc:0.007, total+:97, total-:253 @threshold:0.216, sens:0.542, spec:0.801, ppv:0.459, acc:0.740, f1:0.497, mcc:0.007, total+:98, total-:252 @threshold:0.207, sens:0.554, spec:0.798, ppv:0.460, acc:0.740, f1:0.503, mcc:0.007, total+:100, total-:250 @threshold:0.204, sens:0.566, spec:0.798, ppv:0.465, acc:0.743, f1:0.511, mcc:0.008, total+:101, total-:249 @threshold:0.188, sens:0.590, spec:0.794, ppv:0.471, acc:0.746, f1:0.524, mcc:0.008, total+:104, total-:246 @threshold:0.175, sens:0.602, spec:0.790, ppv:0.472, acc:0.746, f1:0.529, mcc:0.008, total+:106, total-:244 @threshold:0.169, sens:0.602, spec:0.787, ppv:0.467, acc:0.743, f1:0.526, mcc:0.008, total+:107, total-:243 @threshold:0.154, sens:0.614, spec:0.779, ppv:0.464, acc:0.740, f1:0.528, mcc:0.007, total+:110, total-:240 @threshold:0.154, sens:0.614, spec:0.775, ppv:0.459, acc:0.737, f1:0.526, mcc:0.007, total+:111, total-:239 @threshold:0.140, sens:0.627, spec:0.772, ppv:0.460, acc:0.737, f1:0.531, mcc:0.007, total+:113, total-:237 @threshold:0.137, sens:0.627, spec:0.768, ppv:0.456, acc:0.734, f1:0.528, mcc:0.007, total+:114, total-:236 @threshold:0.123, sens:0.639, spec:0.745, ppv:0.438, acc:0.720, f1:0.520, mcc:0.006, total+:121, total-:229 @threshold:0.117, sens:0.639, spec:0.742, ppv:0.434, acc:0.717, f1:0.517, mcc:0.006, total+:122, total-:228 @threshold:0.114, sens:0.651, spec:0.738, ppv:0.435, acc:0.717, f1:0.522, mcc:0.006, total+:124, total-:226 @threshold:0.110, sens:0.663, spec:0.734, ppv:0.437, acc:0.717, f1:0.526, mcc:0.006, total+:126, total-:224 @threshold:0.100, sens:0.675, spec:0.727, ppv:0.434, acc:0.714, f1:0.528, mcc:0.006, total+:129, total-:221 @threshold:0.093, sens:0.687, spec:0.723, ppv:0.435, acc:0.714, f1:0.533, mcc:0.006, total+:131, total-:219 @threshold:0.077, sens:0.699, spec:0.712, ppv:0.430, acc:0.709, f1:0.532, mcc:0.006, total+:135, total-:215 @threshold:0.073, sens:0.711, spec:0.708, ppv:0.431, acc:0.709, f1:0.536, mcc:0.006, total+:137, total-:213 @threshold:0.059, sens:0.723, spec:0.689, ppv:0.420, acc:0.697, f1:0.531, mcc:0.005, total+:143, total-:207 @threshold:0.052, sens:0.723, spec:0.685, ppv:0.417, acc:0.694, f1:0.529, mcc:0.005, total+:144, total-:206 @threshold:0.035, sens:0.735, spec:0.663, ppv:0.404, acc:0.680, f1:0.521, mcc:0.005, total+:151, total-:199 @threshold:0.033, sens:0.735, spec:0.659, ppv:0.401, acc:0.677, f1:0.519, mcc:0.005, total+:152, total-:198 @threshold:0.011, sens:0.747, spec:0.640, ppv:0.392, acc:0.666, f1:0.515, mcc:0.005, total+:158, total-:192 @threshold:0.009, sens:0.747, spec:0.637, ppv:0.390, acc:0.663, f1:0.512, mcc:0.004, total+:159, total-:191 @threshold:-0.003, sens:0.759, spec:0.614, ppv:0.380, acc:0.649, f1:0.506, mcc:0.004, total+:166, total-:184 @threshold:-0.010, sens:0.759, spec:0.610, ppv:0.377, acc:0.646, f1:0.504, mcc:0.004, total+:167, total-:183 @threshold:-0.019, sens:0.771, spec:0.603, ppv:0.376, acc:0.643, f1:0.506, mcc:0.004, total+:170, total-:180 @threshold:-0.021, sens:0.771, spec:0.599, ppv:0.374, acc:0.640, f1:0.504, mcc:0.004, total+:171, total-:179 @threshold:-0.023, sens:0.783, spec:0.562, ppv:0.357, acc:0.614, f1:0.491, mcc:0.004, total+:182, total-:168 @threshold:-0.027, sens:0.795, spec:0.554, ppv:0.357, acc:0.611, f1:0.493, mcc:0.004, total+:185, total-:165 @threshold:-0.029, sens:0.795, spec:0.551, ppv:0.355, acc:0.609, f1:0.491, mcc:0.003, total+:186, total-:164 @threshold:-0.034, sens:0.807, spec:0.543, ppv:0.354, acc:0.606, f1:0.493, mcc:0.004, total+:189, total-:161 @threshold:-0.046, sens:0.807, spec:0.539, ppv:0.353, acc:0.603, f1:0.491, mcc:0.003, total+:190, total-:160 @threshold:-0.046, sens:0.819, spec:0.539, ppv:0.356, acc:0.606, f1:0.496, mcc:0.004, total+:191, total-:159 @threshold:-0.058, sens:0.819, spec:0.536, ppv:0.354, acc:0.603, f1:0.495, mcc:0.004, total+:192, total-:158 @threshold:-0.065, sens:0.831, spec:0.528, ppv:0.354, acc:0.600, f1:0.496, mcc:0.004, total+:195, total-:155 @threshold:-0.070, sens:0.831, spec:0.524, ppv:0.352, acc:0.597, f1:0.495, mcc:0.003, total+:196, total-:154 @threshold:-0.086, sens:0.843, spec:0.513, ppv:0.350, acc:0.591, f1:0.495, mcc:0.003, total+:200, total-:150 @threshold:-0.086, sens:0.843, spec:0.509, ppv:0.348, acc:0.589, f1:0.493, mcc:0.003, total+:201, total-:149 @threshold:-0.103, sens:0.855, spec:0.491, ppv:0.343, acc:0.577, f1:0.490, mcc:0.003, total+:207, total-:143 @threshold:-0.105, sens:0.855, spec:0.487, ppv:0.341, acc:0.574, f1:0.488, mcc:0.003, total+:208, total-:142 @threshold:-0.106, sens:0.867, spec:0.487, ppv:0.344, acc:0.577, f1:0.493, mcc:0.003, total+:209, total-:141 @threshold:-0.106, sens:0.867, spec:0.483, ppv:0.343, acc:0.574, f1:0.491, mcc:0.003, total+:210, total-:140 @threshold:-0.125, sens:0.880, spec:0.464, ppv:0.338, acc:0.563, f1:0.488, mcc:0.003, total+:216, total-:134 @threshold:-0.126, sens:0.892, spec:0.461, ppv:0.339, acc:0.563, f1:0.492, mcc:0.003, total+:218, total-:132 @threshold:-0.133, sens:0.904, spec:0.446, ppv:0.336, acc:0.554, f1:0.490, mcc:0.003, total+:223, total-:127 @threshold:-0.133, sens:0.904, spec:0.442, ppv:0.335, acc:0.551, f1:0.489, mcc:0.003, total+:224, total-:126 @threshold:-0.159, sens:0.916, spec:0.412, ppv:0.326, acc:0.531, f1:0.481, mcc:0.003, total+:233, total-:117 @threshold:-0.165, sens:0.916, spec:0.408, ppv:0.325, acc:0.529, f1:0.479, mcc:0.003, total+:234, total-:116 @threshold:-0.175, sens:0.928, spec:0.393, ppv:0.322, acc:0.520, f1:0.478, mcc:0.003, total+:239, total-:111 @threshold:-0.180, sens:0.928, spec:0.390, ppv:0.321, acc:0.517, f1:0.477, mcc:0.003, total+:240, total-:110 @threshold:-0.183, sens:0.940, spec:0.386, ppv:0.322, acc:0.517, f1:0.480, mcc:0.003, total+:242, total-:108 @threshold:-0.186, sens:0.940, spec:0.382, ppv:0.321, acc:0.514, f1:0.479, mcc:0.003, total+:243, total-:107 @threshold:-0.205, sens:0.952, spec:0.367, ppv:0.319, acc:0.506, f1:0.477, mcc:0.003, total+:248, total-:102 @threshold:-0.211, sens:0.952, spec:0.363, ppv:0.317, acc:0.503, f1:0.476, mcc:0.003, total+:249, total-:101 @threshold:-0.224, sens:0.964, spec:0.352, ppv:0.316, acc:0.497, f1:0.476, mcc:0.003, total+:253, total-:97 @threshold:-0.232, sens:0.964, spec:0.348, ppv:0.315, acc:0.494, f1:0.475, mcc:0.003, total+:254, total-:96 @threshold:-0.280, sens:0.976, spec:0.288, ppv:0.299, acc:0.451, f1:0.458, mcc:0.003, total+:271, total-:79 @threshold:-0.289, sens:0.976, spec:0.285, ppv:0.298, acc:0.449, f1:0.456, mcc:0.003, total+:272, total-:78 @threshold:-0.345, sens:0.988, spec:0.251, ppv:0.291, acc:0.426, f1:0.449, mcc:0.003, total+:282, total-:68 @threshold:-0.362, sens:0.988, spec:0.247, ppv:0.290, acc:0.423, f1:0.448, mcc:0.003, total+:283, total-:67 @threshold:-1.597, sens:1.000, spec:0.004, ppv:0.238, acc:0.240, f1:0.384, mcc:0.002, total+:349, total-:1 * Vital: BMI-latest | coef 0.110 95% CI: [0.088 , 0.131] | OR_adj 1.116 [1.092 1.140] | occ: 1672 | OR_unadj: 4.483 [3.496 5.747] | indivs AUC:0.731 Correlated most with: Diagnosis:9ccs95:Oth nerv dx:-0.085 Diagnosis:9ccs128:Asthma:0.083 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.078 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.075 Maternal Maternal Lab History: WBC-otherPregnancy:0.074 Maternal Maternal Lab History: IRON-postPregnancy:-0.073 Maternal Vital: Wt-postPregnancy:0.071 Diagnosis:9ccs138:Esophgeal dx:-0.071 Maternal Diagnosis:9ccs5:HIV infectn:-0.070 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.069 * Vital: Wt-avg19to24 | coef 0.065 95% CI: [0.045 , 0.084] | OR_adj 1.067 [1.046 1.088] | occ: 1417 | OR_unadj: 4.067 [3.209 5.154] | indivs AUC:0.749 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.102 Maternal Diagnosis:9ccs184:Early labor:-0.098 Maternal Vital: Wt-postPregnancy:0.098 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.088 Maternal Maternal Lab History: WBC-otherPregnancy:0.086 Newborn Diagnosis:9ccs191:Amnios dx:0.086 Diagnosis:9ccs128:Asthma:0.083 Newborn Diagnosis:9ccs219:Low birth wt:-0.079 Maternal Diagnosis:9ccs188:Pelvic obstr:0.078 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.075 * Vital: BMI-gain0to24 | coef 0.062 95% CI: [0.041 , 0.082] | OR_adj 1.064 [1.042 1.086] | occ: 1391 | OR_unadj: 4.247 [3.349 5.386] | indivs AUC:0.749 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.109 Diagnosis:9ccs58:Ot nutrit dx:0.096 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.089 Diagnosis:9ccs128:Asthma:0.085 Maternal Vital: Wt-postPregnancy:0.084 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.078 Diagnosis:9ccs95:Oth nerv dx:-0.075 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.073 Maternal Maternal Lab History: WBC-otherPregnancy:0.072 Maternal Diagnosis:9ccs185:Long pregncy:0.071 * Vital: Wt for Length ZScore-latest | coef 0.058 95% CI: [0.041 , 0.076] | OR_adj 1.060 [1.042 1.079] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.761 Correlated most with: Diagnosis:9ccs128:Asthma:0.102 Maternal Maternal Lab History: WBC-otherPregnancy:0.089 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.086 Maternal Vital: Wt-postPregnancy:0.085 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.083 Diagnosis:9ccs95:Oth nerv dx:-0.083 Maternal Diagnosis:9ccs185:Long pregncy:0.082 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.081 Number of Visits:0.073 Maternal Maternal Lab History: IRON-postPregnancy:-0.071 * Vital: Wt-gain0to24 | coef 0.055 95% CI: [0.038 , 0.072] | OR_adj 1.056 [1.038 1.075] | occ: 1411 | OR_unadj: 3.949 [3.118 5.001] | indivs AUC:0.735 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.102 Maternal Vital: Wt-postPregnancy:0.101 Maternal Diagnosis:9ccs184:Early labor:-0.095 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.091 Newborn Diagnosis:9ccs191:Amnios dx:0.090 Maternal Maternal Lab History: WBC-otherPregnancy:0.088 Diagnosis:9ccs128:Asthma:0.084 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.078 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.078 Maternal Diagnosis:9ccs188:Pelvic obstr:0.077 * Vital: BMI-avg19to24 | coef 0.018 95% CI: [0.005 , 0.031] | OR_adj 1.018 [1.005 1.031] | occ: 1397 | OR_unadj: 4.344 [3.423 5.512] | indivs AUC:0.762 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.105 Diagnosis:9ccs58:Ot nutrit dx:0.094 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.089 Maternal Vital: Wt-postPregnancy:0.086 Diagnosis:9ccs128:Asthma:0.084 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.074 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.073 Diagnosis:9ccs95:Oth nerv dx:-0.073 Maternal Diagnosis:9ccs185:Long pregncy:0.073 Diagnosis:9ccs243:Poisn nonmed:0.072 * Vital: Wt-latest | coef 0.017 95% CI: [0.011 , 0.024] | OR_adj 1.018 [1.011 1.024] | occ: 1677 | OR_unadj: 4.020 [3.127 5.168] | indivs AUC:0.703 Correlated most with: Number of Visits:0.362 Diagnosis:9ccs126:Ot up rsp in:0.282 Diagnosis:9ccs92:Otitis media:0.237 Diagnosis:9ccs10:Immuniz/scrn:0.219 Diagnosis:9ccs128:Asthma:0.149 Diagnosis:9ccs257:Ot aftercare:0.137 Diagnosis:9ccs7:Viral infect:0.137 Diagnosis:9ccs125:Bronchitis:0.134 Diagnosis:9ccs135:Intest infct:0.133 Diagnosis:9ccs122:Pneumonia:0.116 * Vital: Wt for Length ZScore-avg19to24 | coef 0.017 95% CI: [0.009 , 0.026] | OR_adj 1.018 [1.009 1.026] | occ: 1392 | OR_unadj: 4.002 [3.155 5.076] | indivs AUC:0.774 Correlated most with: Maternal Vital: Wt-postPregnancy:0.103 Maternal Diagnosis:9ccs185:Long pregncy:0.083 Maternal Maternal Lab History: WBC-otherPregnancy:0.081 Diagnosis:9ccs128:Asthma:0.079 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.077 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.076 Maternal Diagnosis:9ccs184:Early labor:-0.071 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.067 Diagnosis:9ccs246:FUO:0.066 Diagnosis:9ccs138:Esophgeal dx:-0.065 * Vital: Wt-avg16to19 | coef 0.016 95% CI: [0.008 , 0.023] | OR_adj 1.016 [1.008 1.024] | occ: 1323 | OR_unadj: 3.040 [2.410 3.836] | indivs AUC:0.708 Correlated most with: Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.104 Maternal Maternal Lab History: WBC-otherPregnancy:0.098 Maternal Diagnosis:9ccs185:Long pregncy:0.097 Maternal Vital: Wt-postPregnancy:0.083 Maternal Maternal Lab History: CREATININE-postPregnancy:0.081 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:0.079 Maternal Diagnosis:9ccs184:Early labor:-0.078 Diagnosis:9ccs143:Abdom hernia:0.077 Newborn Diagnosis:9ccs219:Low birth wt:-0.074 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.074 * Vital: Wt for Length ZScore-avg16to19 | coef 0.015 95% CI: [0.008 , 0.022] | OR_adj 1.015 [1.008 1.022] | occ: 1292 | OR_unadj: 3.143 [2.490 3.966] | indivs AUC:0.718 Correlated most with: Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.086 Maternal Maternal Lab History: WBC-otherPregnancy:0.085 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.084 Maternal Diagnosis:9ccs185:Long pregncy:0.073 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:-0.073 MatDeliveryAge:-0.071 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.071 Maternal Maternal Lab History: CREATININE-postPregnancy:0.069 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.067 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.065 * Vital: BMI-avg16to19 | coef 0.015 95% CI: [0.008 , 0.022] | OR_adj 1.015 [1.008 1.022] | occ: 1293 | OR_unadj: 3.189 [2.527 4.025] | indivs AUC:0.723 Correlated most with: Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.090 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.076 Maternal Maternal Lab History: WBC-otherPregnancy:0.076 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.069 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.066 Newborn Diagnosis:9ccs191:Amnios dx:0.066 Maternal Maternal Lab History: CREATININE-postPregnancy:0.064 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.064 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.063 Maternal Maternal Lab History: RUBELLA-postPregnancy:0.063 * Vital: Wt for Len Percentile-latest | coef 0.015 95% CI: [0.009 , 0.021] | OR_adj 1.015 [1.009 1.021] | occ: 1601 | OR_unadj: 4.255 [3.294 5.497] | indivs AUC:0.751 Correlated most with: Diagnosis:9ccs128:Asthma:0.102 Maternal Diagnosis:9ccs185:Long pregncy:0.092 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.080 Diagnosis:9ccs95:Oth nerv dx:-0.074 Diagnosis:9ccs138:Esophgeal dx:-0.073 Maternal Vital: Wt-postPregnancy:0.072 Maternal Maternal Lab History: MCH-postPregnancy:-0.071 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.070 Maternal Maternal Lab History: IRON-postPregnancy:-0.069 Maternal Maternal Lab History: WBC-otherPregnancy:0.068 * Vital: BMI-avg7to10 | coef 0.013 95% CI: [0.006 , 0.019] | OR_adj 1.013 [1.006 1.020] | occ: 1342 | OR_unadj: 2.069 [1.645 2.602] | indivs AUC:0.677 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.104 Diagnosis:9ccs128:Asthma:0.087 Maternal Maternal Procedure History:S9470-postPregnancy:0.087 Diagnosis:9ccs125:Bronchitis:0.084 Maternal Vital: Ht-postPregnancy:-0.083 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.077 Maternal Maternal Lab History: URINE PH-otherPregnancy:-0.077 Maternal Maternal Lab History: APTT-postPregnancy:-0.077 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.077 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.076 * Vital: Wt for Len Percentile-avg16to19 | coef 0.013 95% CI: [0.006 , 0.019] | OR_adj 1.013 [1.006 1.020] | occ: 1294 | OR_unadj: 3.224 [2.551 4.073] | indivs AUC:0.735 Correlated most with: MatDeliveryAge:-0.089 Maternal Vital: Wt-postPregnancy:0.088 Maternal Diagnosis:9ccs185:Long pregncy:0.086 Maternal Maternal Lab History: WBC-otherPregnancy:0.078 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.076 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.076 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.076 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.075 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.075 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.074 * Vital: Wt for Len Percentile-gain0to24 | coef 0.010 95% CI: [0.004 , 0.017] | OR_adj 1.010 [1.004 1.017] | occ: 1392 | OR_unadj: 3.861 [3.032 4.917] | indivs AUC:0.753 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.102 Maternal Vital: Wt-postPregnancy:0.092 Diagnosis:9ccs128:Asthma:0.080 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.070 Diagnosis:9ccs243:Poisn nonmed:0.068 Diagnosis:9ccs95:Oth nerv dx:-0.066 Maternal Diagnosis:9ccs184:Early labor:-0.064 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.063 Diagnosis:9ccs246:FUO:0.062 Diagnosis:9ccs133:Oth low resp:0.061 * Vital: Wt for Length ZScore-avg7to10 | coef 0.009 95% CI: [0.004 , 0.014] | OR_adj 1.009 [1.004 1.014] | occ: 1346 | OR_unadj: 2.147 [1.708 2.700] | indivs AUC:0.675 Correlated most with: Diagnosis:9ccs128:Asthma:0.096 Diagnosis:9ccs95:Oth nerv dx:-0.088 Newborn Diagnosis:9ccs191:Amnios dx:0.084 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.083 Maternal Vital: Ht-postPregnancy:-0.081 Diagnosis:9ccs125:Bronchitis:0.080 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.075 Maternal Maternal Procedure History:S9470-postPregnancy:0.075 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.074 Maternal Maternal Lab History: URINE PH-otherPregnancy:-0.074 * Vital: BMI-avg10to13 | coef 0.008 95% CI: [0.004 , 0.012] | OR_adj 1.008 [1.004 1.012] | occ: 1400 | OR_unadj: 2.301 [1.830 2.895] | indivs AUC:0.648 Correlated most with: Diagnosis:9ccs128:Asthma:0.101 Newborn Diagnosis:9ccs191:Amnios dx:0.094 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.091 Diagnosis:9ccs246:FUO:-0.079 MatDeliveryAge:-0.077 Maternal Maternal Procedure History:86580-otherPregnancy:-0.075 Diagnosis:9ccs95:Oth nerv dx:-0.071 Diagnosis:9ccs143:Abdom hernia:0.068 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.067 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.065 MatDeliveryAge | coef 0.008 95% CI: [0.004 , 0.013] | OR_adj 1.008 [1.004 1.013] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.529 Correlated most with: MatDeliveryAge:1.000 Maternal Diagnosis:9ccs176:Contraceptiv:0.243 Maternal Diagnosis:9ccs186:DM in preg:0.233 Maternal Diagnosis:9ccs189:Prev c-sectn:0.193 Maternal Diagnosis:9ccs195:Ot compl bir:0.147 Newborn Diagnosis:9ccs259:Unclassified:0.132 Maternal Diagnosis:9ccs49:DiabMel no c:0.121 Number of Visits:0.107 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.104 Maternal Maternal Lab History: CREATININE-postPregnancy:0.104 * Vital: Wt for Length ZScore-avg13to16 | coef 0.007 95% CI: [0.003 , 0.011] | OR_adj 1.007 [1.003 1.011] | occ: 1285 | OR_unadj: 2.287 [1.818 2.877] | indivs AUC:0.673 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.090 Maternal Diagnosis:9ccs188:Pelvic obstr:0.083 Diagnosis:9ccs143:Abdom hernia:0.081 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:-0.079 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.073 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.070 Diagnosis:9ccs128:Asthma:0.069 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.068 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.068 Maternal Maternal Lab History: MCH-postPregnancy:-0.067 * Vital: Wt for Len Percentile-avg10to13 | coef 0.007 95% CI: [0.002 , 0.011] | OR_adj 1.007 [1.002 1.011] | occ: 1404 | OR_unadj: 2.684 [2.131 3.381] | indivs AUC:0.669 Correlated most with: Diagnosis:9ccs128:Asthma:0.105 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.090 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080 MatDeliveryAge:-0.077 Newborn Diagnosis:9ccs191:Amnios dx:0.074 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.074 Maternal Diagnosis:9ccs190:Fetal distrs:0.073 Diagnosis:9ccs95:Oth nerv dx:-0.071 Diagnosis:9ccs143:Abdom hernia:0.069 Maternal Diagnosis:9ccs185:Long pregncy:0.069 * Vital: Wt-avg5to7 | coef 0.005 95% CI: [0.001 , 0.010] | OR_adj 1.005 [1.001 1.010] | occ: 1369 | OR_unadj: 2.216 [1.761 2.787] | indivs AUC:0.613 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:-0.121 Maternal Diagnosis:9ccs185:Long pregncy:0.115 Newborn Diagnosis:9ccs219:Low birth wt:-0.110 Diagnosis:9ccs138:Esophgeal dx:-0.100 Diagnosis:9ccs219:Low birth wt:-0.090 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.084 Diagnosis:9ccs95:Oth nerv dx:-0.084 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.080 Diagnosis:9ccs128:Asthma:0.080 Maternal Maternal Procedure History:S9470-postPregnancy:0.077 * Vital: Wt Percentile-latest | coef 0.005 95% CI: [0.001 , 0.008] | OR_adj 1.005 [1.001 1.008] | occ: 1034 | OR_unadj: 2.653 [2.104 3.345] | indivs AUC:0.695 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.096 Maternal Maternal Lab History: IRON-postPregnancy:-0.096 Diagnosis:9ccs128:Asthma:0.091 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:-0.084 Maternal Vital: Wt-postPregnancy:0.083 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.075 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.070 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.070 Diagnosis:9ccs136:Teeth dx:-0.070 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.069 * Vital: Wt for Length ZScore-avg3to5 | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 1321 | OR_unadj: 1.681 [1.337 2.114] | indivs AUC:0.639 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.103 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.087 Maternal Maternal Lab History: MCH-postPregnancy:-0.086 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.082 Maternal Vital: Ht-postPregnancy:-0.078 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.074 Maternal Maternal Lab History: MCV-postPregnancy:-0.072 Diagnosis:9ccs59:Anemia:0.070 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.069 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.066 * Vital: Wt for Length Zscore-avg10to13 | coef 0.004 95% CI: [0.001 , 0.008] | OR_adj 1.004 [1.001 1.008] | occ: 1403 | OR_unadj: 2.480 [1.970 3.122] | indivs AUC:0.670 Correlated most with: Diagnosis:9ccs128:Asthma:0.092 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.091 Newborn Diagnosis:9ccs191:Amnios dx:0.089 Maternal Maternal Procedure History:86580-otherPregnancy:-0.079 MatDeliveryAge:-0.078 Diagnosis:9ccs95:Oth nerv dx:-0.075 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.071 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.069 Maternal Maternal Lab History: WBC-otherPregnancy:0.069 Maternal Maternal Procedure History:S9470-postPregnancy:0.068 Vital: Ht Percentile-gain13to19 | coef 0.004 95% CI: [0.001 , 0.006] | OR_adj 1.004 [1.001 1.006] | occ: 832 | OR_unadj: 1.172 [0.894 1.536] | indivs AUC:0.476 Correlated most with: Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:-0.075 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:0.074 Diagnosis:9ccs244:Other injury:0.068 Newborn Diagnosis:9ccs191:Amnios dx:-0.067 Newborn Diagnosis:9ccs223:Birth trauma:-0.066 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.065 Diagnosis:9ccs259:Unclassified:0.064 Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:-0.063 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.060 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:-0.060 * Vital: Wt-avg1to3 | coef 0.003 95% CI: [0.001 , 0.006] | OR_adj 1.003 [1.001 1.006] | occ: 1388 | OR_unadj: 1.947 [1.549 2.448] | indivs AUC:0.580 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.301 Maternal Diagnosis:9ccs184:Early labor:-0.294 Diagnosis:9ccs219:Low birth wt:-0.233 Maternal Diagnosis:9ccs185:Long pregncy:0.167 Newborn Diagnosis:9ccs221:Resp distres:-0.122 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117 Newborn Diagnosis:9ccs222:Perint jaund:-0.116 Newborn Diagnosis:9ccs253:Allergy:-0.104 Lab:297262 HEMOGLOBIN (HEMOCUE):0.103 Maternal Diagnosis:9ccs183:HTN in preg:-0.096 * Vital: Wt-avg3to5 | coef 0.003 95% CI: [-0.000 , 0.007] | OR_adj 1.003 [1.000 1.007] | occ: 1344 | OR_unadj: 1.988 [1.580 2.502] | indivs AUC:0.629 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.187 Maternal Diagnosis:9ccs184:Early labor:-0.178 Maternal Diagnosis:9ccs185:Long pregncy:0.149 Diagnosis:9ccs219:Low birth wt:-0.140 Diagnosis:9ccs138:Esophgeal dx:-0.105 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.104 Maternal Maternal Lab History: LIPASE-postPregnancy:0.099 Maternal Maternal Lab History: IRON-postPregnancy:-0.095 Newborn Diagnosis:9ccs253:Allergy:-0.093 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.089 * Vital: Wt for Length ZScore-avg5to7 | coef 0.003 95% CI: [0.000 , 0.006] | OR_adj 1.003 [1.000 1.006] | occ: 1347 | OR_unadj: 1.778 [1.414 2.235] | indivs AUC:0.617 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.108 Diagnosis:9ccs95:Oth nerv dx:-0.102 Diagnosis:9ccs128:Asthma:0.094 Newborn Diagnosis:9ccs218:Liveborn:0.085 Maternal Vital: Ht-postPregnancy:-0.079 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.077 Maternal Maternal Lab History: MCH-postPregnancy:-0.076 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.076 Maternal Vital: Ht-otherPregnancy:-0.073 Diagnosis:9ccs59:Anemia:0.070 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth | coef 0.003 95% CI: [0.000 , 0.006] | OR_adj 1.003 [1.000 1.006] | occ: 1122 | OR_unadj: 1.093 [0.852 1.402] | indivs AUC:0.443 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.998 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.948 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.945 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.789 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.787 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.787 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.783 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.746 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.744 Vital: Wt for Len Percentile-gain13to19 | coef 0.003 95% CI: [0.000 , 0.005] | OR_adj 1.003 [1.000 1.005] | occ: 1313 | OR_unadj: 0.996 [0.788 1.258] | indivs AUC:0.551 Correlated most with: Maternal Vital: RR-otherPregnancy:-0.083 Maternal Diagnosis:9ccs48:Thyroid dsor:-0.080 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.077 Maternal Maternal Lab History: LDL-postPregnancy:-0.075 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.074 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.071 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.070 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.070 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.069 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.065 * Vital: Wt-avg7to10 | coef 0.003 95% CI: [-0.000 , 0.005] | OR_adj 1.003 [1.000 1.005] | occ: 1374 | OR_unadj: 2.112 [1.680 2.657] | indivs AUC:0.618 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.117 Newborn Diagnosis:9ccs219:Low birth wt:-0.089 Maternal Maternal Procedure History:S9470-postPregnancy:0.086 Maternal Diagnosis:9ccs184:Early labor:-0.084 Maternal Diagnosis:9ccs188:Pelvic obstr:0.081 Maternal Maternal Lab History: URINE PH-otherPregnancy:-0.080 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.079 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.077 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.075 Diagnosis:9ccs128:Asthma:0.073 * Vital: BMI-avg3to5 | coef 0.003 95% CI: [-0.000 , 0.005] | OR_adj 1.003 [1.000 1.005] | occ: 1314 | OR_unadj: 1.808 [1.437 2.274] | indivs AUC:0.635 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.107 Maternal Maternal Procedure History:96372-postPregnancy:-0.100 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.093 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.088 Maternal Maternal Lab History: MCH-postPregnancy:-0.082 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.080 Maternal Maternal Lab History: FASTING-otherPregnancy:-0.078 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.076 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.074 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.074 * Vital: Wt for Length ZScore-avg1to3 | coef 0.003 95% CI: [0.000 , 0.005] | OR_adj 1.003 [1.000 1.005] | occ: 1377 | OR_unadj: 1.349 [1.074 1.693] | indivs AUC:0.564 Correlated most with: Number of Visits:-0.081 Diagnosis:9ccs138:Esophgeal dx:-0.081 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.079 Maternal Maternal Lab History: SODIUM-postPregnancy:0.075 Maternal Maternal Lab History: PATIENT-postPregnancy:0.074 Maternal Maternal Lab History: MCH-postPregnancy:-0.073 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.073 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.073 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.070 Maternal Vital: RR-otherPregnancy:-0.069 * Vital: Wt-avg0to1 | coef 0.002 95% CI: [-0.001 , 0.005] | OR_adj 1.002 [0.999 1.005] | occ: 1356 | OR_unadj: 1.489 [1.184 1.873] | indivs AUC:0.573 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.352 Maternal Diagnosis:9ccs184:Early labor:-0.345 Diagnosis:9ccs219:Low birth wt:-0.282 Maternal Diagnosis:9ccs185:Long pregncy:0.261 Maternal Diagnosis:9ccs183:HTN in preg:-0.159 Lab:297262 HEMOGLOBIN (HEMOCUE):0.131 Newborn Diagnosis:9ccs221:Resp distres:-0.123 Newborn Diagnosis:9ccs222:Perint jaund:-0.114 Maternal Diagnosis:9ccs190:Fetal distrs:0.110 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.106 * Vital: Wt for Len Percentile-gain3to7 | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 1184 | OR_unadj: 1.549 [1.223 1.962] | indivs AUC:0.532 Correlated most with: Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.087 Newborn Diagnosis:9ccs224:Ot perint dx:-0.080 Diagnosis:9ccs76:Meningitis:0.071 Diagnosis:9ccs92:Otitis media:0.069 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.069 Maternal Vital: Ht-postPregnancy:-0.065 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.064 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.063 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:-0.062 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.061 * Vital: Wt for Len Percentile-avg5to7 | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 1198 | OR_unadj: 2.078 [1.634 2.643] | indivs AUC:0.619 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.091 Maternal Diagnosis:9ccs190:Fetal distrs:0.078 Diagnosis:9ccs95:Oth nerv dx:-0.078 Maternal Vital: Ht-postPregnancy:-0.078 Maternal Maternal Lab History: CREATININE-postPregnancy:0.077 Newborn Diagnosis:9ccs191:Amnios dx:0.076 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.076 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.071 Diagnosis:9ccs128:Asthma:0.070 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.068 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest | coef 0.002 95% CI: [-0.001 , 0.005] | OR_adj 1.002 [0.999 1.005] | occ: 1073 | OR_unadj: 1.178 [0.920 1.510] | indivs AUC:0.544 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.996 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.560 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.558 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.558 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.556 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.473 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.472 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.450 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.449 Vital: Temp-latest | coef 0.002 95% CI: [-0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 1676 | OR_unadj: 1.157 [0.921 1.453] | indivs AUC:0.495 Correlated most with: Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.108 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.099 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.098 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.086 Diagnosis:9ccs83:Epilepsy/cnv:0.083 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.083 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.081 Diagnosis:9ccs124:Tonsillitis:0.081 Maternal Maternal Lab History: PTT-otherPregnancy:-0.080 Diagnosis:9ccs154:Gastroent:-0.079 * Vital: Wt-gain13to19 | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.004] | occ: 1448 | OR_unadj: 1.720 [1.369 2.161] | indivs AUC:0.588 Correlated most with: Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.070 Maternal Diagnosis:9ccs183:HTN in preg:-0.065 Diagnosis:9ccs243:Poisn nonmed:0.065 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:0.063 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.063 Maternal Vital: RR-otherPregnancy:-0.062 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.062 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.059 Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:-0.056 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.055 Vital: Wt-gain1to5 | coef -0.002 95% CI: [-0.004 , 0.000] | OR_adj 0.998 [0.996 1.000] | occ: 1472 | OR_unadj: 0.993 [0.790 1.247] | indivs AUC:0.522 Correlated most with: Number of Visits:0.182 Diagnosis:9ccs126:Ot up rsp in:0.129 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.107 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.095 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.095 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.091 Diagnosis:9ccs257:Ot aftercare:0.090 Lab:297275 STREP RAPID TEST (POCT):-0.085 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.082 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.082 * Vital: BMI Percentile-avg19to24 | coef 0.002 95% CI: [-0.001 , 0.005] | OR_adj 1.002 [0.999 1.005] | occ: 275 | OR_unadj: 2.882 [2.032 4.086] | indivs AUC:0.597 Correlated most with: Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.100 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.090 Newborn Diagnosis:9ccs253:Allergy:-0.086 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.085 Diagnosis:9ccs48:Thyroid dsor:-0.077 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.077 Diagnosis:9ccs58:Ot nutrit dx:0.074 Maternal Maternal Procedure History:99401-otherPregnancy:0.073 Newborn Diagnosis:9ccs191:Amnios dx:0.069 Maternal Maternal Procedure History:87880-postPregnancy:-0.069 * Vital: Ht-avg0to1 | coef -0.002 95% CI: [-0.005 , 0.002] | OR_adj 0.998 [0.995 1.002] | occ: 1350 | OR_unadj: 1.413 [1.125 1.774] | indivs AUC:0.574 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.333 Maternal Diagnosis:9ccs184:Early labor:-0.327 Diagnosis:9ccs219:Low birth wt:-0.286 Maternal Diagnosis:9ccs185:Long pregncy:0.213 Maternal Diagnosis:9ccs183:HTN in preg:-0.149 Newborn Diagnosis:9ccs253:Allergy:-0.131 Newborn Diagnosis:9ccs221:Resp distres:-0.120 Lab:297262 HEMOGLOBIN (HEMOCUE):0.114 Newborn Diagnosis:9ccs222:Perint jaund:-0.114 Maternal Diagnosis:9ccs190:Fetal distrs:0.103 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef -0.002 95% CI: [-0.004 , 0.000] | OR_adj 0.998 [0.996 1.000] | occ: 1123 | OR_unadj: 1.078 [0.842 1.380] | indivs AUC:0.554 Correlated most with: Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:1.000 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.996 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.736 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.734 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.673 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.670 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.639 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.638 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.623 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.621 Vital: Ht Percentile-gain5to10 | coef -0.001 95% CI: [-0.003 , 0.001] | OR_adj 0.999 [0.997 1.001] | occ: 590 | OR_unadj: 0.909 [0.659 1.253] | indivs AUC:0.501 Correlated most with: Maternal Maternal Lab History: IRON-postPregnancy:0.105 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.100 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.099 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:-0.095 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.085 Maternal Maternal Lab History: APTT-postPregnancy:0.084 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.079 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.078 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:0.077 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:-0.077 * Vital: Wt-gain0to3 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1425 | OR_unadj: 1.462 [1.162 1.839] | indivs AUC:0.534 Correlated most with: Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.091 Maternal Maternal Procedure History:99000-otherPregnancy:-0.082 Maternal Maternal Lab History: FREE T3-postPregnancy:0.078 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.076 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.071 Maternal Maternal Lab History: FASTING-otherPregnancy:0.068 Maternal Maternal Lab History: PTT-postPregnancy:-0.068 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.067 Diagnosis:9ccs216:Nerv cong an:-0.067 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.066 Vital: Wt Percentile-gain13to19 | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 812 | OR_unadj: 1.283 [0.948 1.736] | indivs AUC:0.545 Correlated most with: Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.083 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:-0.082 Maternal Maternal Procedure History:90746-postPregnancy:0.077 Maternal Vital: Wt Change-otherPregnancy:-0.073 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.072 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:-0.072 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.071 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.069 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:-0.068 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.068 * Vital: BMI-avg13to16 | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 1283 | OR_unadj: 2.266 [1.799 2.852] | indivs AUC:0.652 Correlated most with: Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.086 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.085 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.075 Maternal Diagnosis:9ccs188:Pelvic obstr:0.075 Diagnosis:9ccs143:Abdom hernia:0.075 Maternal Maternal Lab History: APF MoM-postPregnancy:-0.075 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.073 MatDeliveryAge:-0.071 Maternal Maternal Lab History: MCH-postPregnancy:-0.070 Diagnosis:9ccs128:Asthma:0.069 Vital: Wt Percentile-gain3to7 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 491 | OR_unadj: 1.157 [0.795 1.685] | indivs AUC:0.536 Correlated most with: Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.108 Maternal Maternal Lab History: APTT-postPregnancy:-0.092 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:-0.091 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.088 Maternal Maternal Lab History: A/G-otherPregnancy:-0.084 Maternal Maternal Lab History: PAPP-A-otherPregnancy:-0.084 Diagnosis:9ccs213:Cardiac anom:0.082 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.081 Diagnosis:9ccs154:Gastroent:-0.079 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.077 Vital: HC-gain16to24 | coef -0.001 95% CI: [-0.002 , 0.000] | OR_adj 0.999 [0.998 1.000] | occ: 1079 | OR_unadj: 1.219 [0.956 1.555] | indivs AUC:0.511 Correlated most with: Maternal Diagnosis:9ccs98:HTN:-0.089 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:0.083 Diagnosis:9ccs134:Ot uppr resp:-0.076 Number of Visits:-0.073 Maternal Vital: BP-otherPregnancy:-0.069 Maternal Maternal Lab History: RUBELLA-otherPregnancy:-0.063 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.062 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.060 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.060 Maternal Vital: Ht-postPregnancy:-0.060 Vital: BMI-gain7to13 | coef -0.001 95% CI: [-0.002 , 0.000] | OR_adj 0.999 [0.998 1.000] | occ: 1496 | OR_unadj: 1.138 [0.883 1.468] | indivs AUC:0.480 Correlated most with: Maternal Maternal Lab History: Varicella IgG-postPregnancy:0.119 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.107 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.095 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.093 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.090 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.090 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.084 Maternal Maternal Lab History: HCG-otherPregnancy:-0.083 Maternal Maternal Lab History: PTT-otherPregnancy:0.080 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.074 Vital: Wt for Length ZScore-gain1to5 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1421 | OR_unadj: 1.022 [0.812 1.287] | indivs AUC:0.481 Correlated most with: Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.104 Maternal Diagnosis:9ccs184:Early labor:0.098 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.087 Maternal Diagnosis:9ccs185:Long pregncy:-0.081 Maternal Vital: Ht-postPregnancy:-0.081 Diagnosis:9ccs198:Ot infl skin:-0.081 Newborn Diagnosis:9ccs221:Resp distres:0.081 Newborn Diagnosis:9ccs219:Low birth wt:0.080 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.079 Diagnosis:9ccs59:Anemia:0.076 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1128 | OR_unadj: 1.098 [0.856 1.409] | indivs AUC:0.440 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.998 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.949 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.946 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.788 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.787 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.787 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.785 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.746 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.744 * Vital: BMI-gain13to19 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1462 | OR_unadj: 1.439 [1.146 1.808] | indivs AUC:0.583 Correlated most with: Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.072 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.071 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.071 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.070 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.069 Maternal Vital: RR-otherPregnancy:-0.068 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.066 Maternal Diagnosis:9ccs48:Thyroid dsor:-0.064 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.064 Maternal Maternal Lab History: LDL-postPregnancy:-0.063 Number of Visits | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1696 | OR_unadj: 0.956 [0.759 1.205] | indivs AUC:0.444 Correlated most with: Number of Visits:1.000 Diagnosis:9ccs126:Ot up rsp in:0.440 Diagnosis:9ccs7:Viral infect:0.408 Diagnosis:9ccs92:Otitis media:0.404 Diagnosis:9ccs257:Ot aftercare:0.371 Diagnosis:9ccs155:Other GI dx:0.323 Diagnosis:9ccs133:Oth low resp:0.321 Diagnosis:9ccs128:Asthma:0.320 Diagnosis:9ccs253:Allergy:0.299 Diagnosis:9ccs135:Intest infct:0.295 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1129 | OR_unadj: 1.293 [1.010 1.656] | indivs AUC:0.499 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.998 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.487 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.486 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.463 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.462 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.440 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.438 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.393 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.392 * Vital: Wt for Len Percentile-avg7to10 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1339 | OR_unadj: 2.266 [1.799 2.853] | indivs AUC:0.670 Correlated most with: Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.088 Diagnosis:9ccs128:Asthma:0.084 Diagnosis:9ccs95:Oth nerv dx:-0.083 Maternal Maternal Lab History: APTT-postPregnancy:-0.082 Diagnosis:9ccs125:Bronchitis:0.077 Maternal Maternal Procedure History:S9470-postPregnancy:0.076 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.075 MatDeliveryAge:-0.073 Maternal Maternal Lab History: RDW-postPregnancy:0.071 Maternal Vital: Ht-postPregnancy:-0.069 Vital: HC-gain1to5 | coef -0.001 95% CI: [-0.002 , 0.000] | OR_adj 0.999 [0.998 1.000] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.445 Correlated most with: Number of Visits:0.113 Diagnosis:9ccs126:Ot up rsp in:0.097 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.089 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.088 Diagnosis:9ccs125:Bronchitis:0.086 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.080 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.080 Maternal Maternal Lab History: FERRITIN-otherPregnancy:-0.078 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.075 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.075 Maternal Diagnosis:9ccs195:Ot compl bir | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 794 | OR_unadj: 1.158 [0.923 1.452] | indivs AUC:0.490 Correlated most with: Maternal Diagnosis:9ccs195:Ot compl bir:1.000 MatDeliveryAge:0.147 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.140 Maternal Diagnosis:9ccs190:Fetal distrs:0.122 Maternal Diagnosis:9ccs191:Amnios dx:0.109 Maternal Diagnosis:9ccs183:HTN in preg:0.088 Newborn Diagnosis:9ccs256:Exam/eval:0.087 Diagnosis:9ccs76:Meningitis:-0.083 Maternal Diagnosis:9ccs46:Bnign ut neo:0.083 Newborn Diagnosis:9ccs224:Ot perint dx:0.082 * Vital: Wt-avg10to13 | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1417 | OR_unadj: 2.797 [2.219 3.525] | indivs AUC:0.670 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.105 Newborn Diagnosis:9ccs191:Amnios dx:0.091 Maternal Maternal Procedure History:S9470-postPregnancy:0.091 Diagnosis:9ccs128:Asthma:0.084 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.076 Diagnosis:9ccs143:Abdom hernia:0.075 Maternal Maternal Lab History: IRON-postPregnancy:-0.072 Maternal Diagnosis:9ccs190:Fetal distrs:0.071 Maternal Diagnosis:9ccs184:Early labor:-0.069 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.069 Vital: Ht Percentile-gain3to7 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 514 | OR_unadj: 0.967 [0.692 1.353] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: ANION GAP-postPregnancy:-0.083 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.080 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.080 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.078 Diagnosis:9ccs154:Gastroent:-0.076 Maternal Vital: Wt Percentile-postPregnancy:0.076 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:-0.075 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.074 Maternal Vital: Wt-postPregnancy:0.073 Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.072 * Vital: BMI-avg1to3 | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1370 | OR_unadj: 1.693 [1.347 2.129] | indivs AUC:0.604 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.155 Maternal Diagnosis:9ccs184:Early labor:-0.147 Diagnosis:9ccs219:Low birth wt:-0.133 Diagnosis:9ccs64:Ot hematl dx:0.098 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.092 Diagnosis:9ccs138:Esophgeal dx:-0.091 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.083 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.080 Maternal Diagnosis:9ccs185:Long pregncy:0.080 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.077 * Vital: Ht Percentile-avg10to13 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 660 | OR_unadj: 1.758 [1.345 2.298] | indivs AUC:0.555 Correlated most with: Diagnosis:9ccs223:Birth trauma:0.096 Maternal Diagnosis:9ccs184:Early labor:-0.080 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.075 Maternal Diagnosis:9ccs185:Long pregncy:0.075 Newborn Diagnosis:9ccs223:Birth trauma:0.075 Maternal Maternal Lab History: FERRITIN-otherPregnancy:-0.073 Maternal Vital: Wt Change-otherPregnancy:0.073 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.072 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.071 Newborn Diagnosis:9ccs219:Low birth wt:-0.069 * Vital: Wt-avg13to16 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1316 | OR_unadj: 2.403 [1.908 3.025] | indivs AUC:0.668 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.109 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.100 Maternal Maternal Lab History: WBC-otherPregnancy:0.086 Diagnosis:9ccs136:Teeth dx:-0.078 Maternal Diagnosis:9ccs190:Fetal distrs:0.078 Diagnosis:9ccs143:Abdom hernia:0.077 Maternal Diagnosis:9ccs188:Pelvic obstr:0.077 Maternal Vital: Wt-postPregnancy:0.077 Diagnosis:9ccs147:Anal/rectal:0.077 Maternal Diagnosis:9ccs186:DM in preg:-0.075 Vital: Wt for Length ZScore-gain5to10 | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1486 | OR_unadj: 1.088 [0.866 1.367] | indivs AUC:0.520 Correlated most with: Diagnosis:9ccs123:Influenza:0.095 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.076 Maternal Maternal Lab History: AMYLASE-postPregnancy:-0.075 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.071 Maternal Maternal Lab History: IRON-postPregnancy:0.065 Maternal Diagnosis:9ccs187:Malposition:-0.064 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.063 Maternal Maternal Lab History: RBC-postPregnancy:-0.061 Lab:292495 LEAD LEVEL - Sunrise:0.059 Maternal Maternal Lab History: ALT-postPregnancy:-0.059 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1068 | OR_unadj: 1.150 [0.896 1.474] | indivs AUC:0.537 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.996 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.560 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.559 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.558 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.557 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.474 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.473 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.451 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.449 Vital: Wt-gain10to16 | coef -0.001 95% CI: [-0.002 , 0.000] | OR_adj 0.999 [0.998 1.000] | occ: 1466 | OR_unadj: 0.865 [0.679 1.104] | indivs AUC:0.519 Correlated most with: Maternal Maternal Lab History: APTT-postPregnancy:-0.093 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.087 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.077 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.076 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.074 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.071 Diagnosis:9ccs92:Otitis media:0.070 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.069 Number of Visits:0.068 Lab:292495 LEAD LEVEL - Sunrise:0.067 Vital: Wt Percentile-gain5to10 | coef -0.001 95% CI: [-0.001 , 0.000] | OR_adj 0.999 [0.999 1.000] | occ: 574 | OR_unadj: 0.822 [0.563 1.199] | indivs AUC:0.524 Correlated most with: Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:0.145 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.102 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.096 Diagnosis:9ccs92:Otitis media:0.091 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.086 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.083 Maternal Maternal Lab History: IRON-postPregnancy:0.083 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.081 Diagnosis:9ccs125:Bronchitis:0.078 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.076 Vital: Wt for Len Percentile-gain5to10 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1318 | OR_unadj: 0.982 [0.778 1.240] | indivs AUC:0.558 Correlated most with: Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.075 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.074 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.072 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.068 Maternal Maternal Lab History: WEIGHT-postPregnancy:-0.067 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.066 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:-0.063 Maternal Maternal Lab History: PO2-postPregnancy:0.063 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.063 Maternal Maternal Lab History: RDW-postPregnancy:0.063 * Vital: Ht Percentile-gain7to13 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 690 | OR_unadj: 1.479 [1.110 1.972] | indivs AUC:0.576 Correlated most with: Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.093 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.091 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.090 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.087 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.085 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:-0.082 Lab:292495 LEAD LEVEL - Sunrise:-0.080 Maternal Maternal Lab History: FERRITIN-otherPregnancy:-0.079 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.079 Maternal Maternal Lab History: HCG-otherPregnancy:-0.079 * Vital: Wt for Len Percentile-avg13to16 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1286 | OR_unadj: 2.171 [1.726 2.731] | indivs AUC:0.666 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.104 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.078 MatDeliveryAge:-0.076 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.076 Diagnosis:9ccs147:Anal/rectal:0.072 Maternal Diagnosis:9ccs188:Pelvic obstr:0.071 Maternal Diagnosis:9ccs186:DM in preg:-0.069 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.068 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.067 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.065 Vital: Ht Percentile-gain10to16 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 760 | OR_unadj: 0.965 [0.731 1.274] | indivs AUC:0.544 Correlated most with: Maternal Maternal Lab History: APTT-postPregnancy:-0.110 Diagnosis:9ccs0:No DX:0.103 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.095 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.087 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.085 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.084 Maternal Diagnosis:9ccs58:Ot nutrit dx:-0.070 Lab:292495 LEAD LEVEL - Sunrise:0.069 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.068 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.067 * Vital: Wt-gain7to13 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1496 | OR_unadj: 1.701 [1.338 2.162] | indivs AUC:0.561 Correlated most with: Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.117 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.100 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.100 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.100 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.099 Maternal Maternal Lab History: PTT-otherPregnancy:0.094 Maternal Maternal Lab History: HCG-otherPregnancy:-0.091 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.087 Maternal Maternal Lab History: APTT-postPregnancy:0.081 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.078 Vital: Wt-gain5to10 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1472 | OR_unadj: 1.156 [0.922 1.450] | indivs AUC:0.577 Correlated most with: Maternal Maternal Lab History: PTT-otherPregnancy:-0.090 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.084 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.081 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.080 Maternal Maternal Lab History: AST-otherPregnancy:0.078 Diagnosis:9ccs259:Unclassified:-0.076 Maternal Maternal Lab History: MPV-postPregnancy:0.075 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.073 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.071 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:-0.071 Vital: Ht-gain7to13 | coef -0.000 95% CI: [-0.001 , -0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1476 | OR_unadj: 1.168 [0.864 1.580] | indivs AUC:0.536 Correlated most with: Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.097 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.086 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.085 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.084 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.083 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.079 Maternal Diagnosis:9ccs183:HTN in preg:-0.079 Maternal Maternal Lab History: PTT-otherPregnancy:0.077 Maternal Maternal Lab History: HCG-otherPregnancy:-0.077 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.070 Vital: HC-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1344 | OR_unadj: 1.162 [0.915 1.474] | indivs AUC:0.517 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:-0.083 Maternal Diagnosis:9ccs211:Ot conn tiss:-0.077 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.066 Diagnosis:9ccs251:Abdomnl pain:-0.064 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.064 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:-0.062 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.061 Diagnosis:9ccs240:Burns:-0.059 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.059 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.057 * Vital: Wt-gain3to7 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1487 | OR_unadj: 1.284 [1.021 1.614] | indivs AUC:0.520 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.097 Diagnosis:9ccs92:Otitis media:0.091 Number of Visits:0.090 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:-0.086 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.084 Diagnosis:9ccs127:COPD:0.078 Maternal Vital: BP-postPregnancy:0.077 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.074 Diagnosis:9ccs212:Ot bone dx:0.073 Maternal Maternal Lab History: RBC-postPregnancy:-0.073 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1122 | OR_unadj: 1.304 [1.019 1.669] | indivs AUC:0.514 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.998 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.511 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.511 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.345 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.345 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.214 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.213 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.196 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.195 Census:Percent; Estimate; Percent high school graduate or higher-birth | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1123 | OR_unadj: 1.190 [0.942 1.504] | indivs AUC:0.459 Correlated most with: Census:Percent; Estimate; Percent high school graduate or higher-birth:1.000 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.933 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.931 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.918 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.915 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.794 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.792 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.789 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.787 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1123 | OR_unadj: 1.303 [1.018 1.669] | indivs AUC:0.504 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.998 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.486 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.485 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.463 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.462 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.438 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.438 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.392 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.391 * Vital: Wt-gain16to24 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1468 | OR_unadj: 1.821 [1.385 2.394] | indivs AUC:0.589 Correlated most with: Number of Visits:-0.109 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.082 Diagnosis:9ccs126:Ot up rsp in:-0.074 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.073 Maternal Diagnosis:9ccs183:HTN in preg:0.071 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.070 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.068 Maternal Diagnosis:9ccs61:Sickle cell:0.065 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.063 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.063 Vital: Ht-gain16to24 | coef -0.000 95% CI: [-0.002 , 0.001] | OR_adj 1.000 [0.998 1.001] | occ: 1442 | OR_unadj: 0.985 [0.700 1.387] | indivs AUC:0.536 Correlated most with: Number of Visits:-0.094 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.077 Diagnosis:9ccs55:Fluid/elc dx:-0.073 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.072 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.070 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:-0.064 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.063 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.063 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.062 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.061 Vital: Ht-gain0to3 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1419 | OR_unadj: 1.156 [0.909 1.469] | indivs AUC:0.506 Correlated most with: Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.095 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.086 Maternal Maternal Lab History: PTT-postPregnancy:-0.084 Maternal Maternal Lab History: FASTING-otherPregnancy:0.084 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.081 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.080 Maternal Maternal Lab History: FASTING-postPregnancy:0.077 Diagnosis:9ccs8:Oth infectns:0.072 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.071 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.071 Vital: BMI-gain10to16 | coef 0.000 95% CI: [-0.001 , 0.001] | OR_adj 1.000 [0.999 1.001] | occ: 1482 | OR_unadj: 0.877 [0.692 1.111] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: APTT-postPregnancy:-0.086 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.081 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.080 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.072 Number of Visits:0.069 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.068 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.068 Maternal Maternal Lab History: LDH-postPregnancy:0.060 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.060 Maternal Diagnosis:9ccs183:HTN in preg:0.060 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1123 | OR_unadj: 0.843 [0.641 1.108] | indivs AUC:0.482 Correlated most with: Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:1.000 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.997 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.918 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.916 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.746 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.746 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.744 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.743 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.714 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.712 * Vital: Ht Percentile-avg16to19 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 747 | OR_unadj: 1.399 [1.073 1.825] | indivs AUC:0.547 Correlated most with: Maternal Vital: Ht-postPregnancy:0.086 Maternal Maternal Procedure History:J1055-postPregnancy:-0.076 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.076 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.074 Maternal Maternal Procedure History:90772-postPregnancy:-0.074 Maternal Maternal Procedure History:59430-postPregnancy:-0.073 Diagnosis:9ccs147:Anal/rectal:0.072 Maternal Diagnosis:9ccs184:Early labor:-0.070 Maternal Vital: Ht Percentile-postPregnancy:0.070 Diagnosis:9ccs223:Birth trauma:0.069 * Vital: Wt Percentile-avg16to19 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 746 | OR_unadj: 2.004 [1.568 2.561] | indivs AUC:0.605 Correlated most with: Maternal Vital: Wt-postPregnancy:0.092 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.083 Maternal Diagnosis:9ccs185:Long pregncy:0.081 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.080 Maternal Maternal Lab History: IRON-postPregnancy:-0.078 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.076 Diagnosis:9ccs136:Teeth dx:-0.076 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:0.074 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.074 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.070 * Vital: Wt for Length ZScore-gain16to24 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1463 | OR_unadj: 1.409 [1.123 1.768] | indivs AUC:0.594 Correlated most with: Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.089 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.076 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.071 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.068 Maternal Maternal Lab History: FASTING-postPregnancy:0.066 Maternal Diagnosis:9ccs48:Thyroid dsor:-0.065 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.064 Maternal Vital: RR-otherPregnancy:-0.063 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.062 Diagnosis:9ccs0:No DX:-0.061 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1120 | OR_unadj: 1.111 [0.861 1.433] | indivs AUC:0.443 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.996 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.919 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.916 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.787 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.785 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.714 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.712 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.666 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.664 Vital: Ht-gain10to16 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1442 | OR_unadj: 0.837 [0.658 1.064] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: APTT-postPregnancy:-0.085 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.079 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.072 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.071 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.069 Number of Visits:0.069 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.066 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.064 Maternal Maternal Lab History: LDH-postPregnancy:0.063 Lab:292495 LEAD LEVEL - Sunrise:0.062 Vital: Temp-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1345 | OR_unadj: 1.059 [0.839 1.337] | indivs AUC:0.533 Correlated most with: Maternal Maternal Procedure History:99000-otherPregnancy:0.085 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.083 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:-0.083 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.078 Diagnosis:9ccs7:Viral infect:-0.078 Maternal Vital: BMI-otherPregnancy:0.074 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.073 Maternal Vital: Wt-otherPregnancy:0.073 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.069 Diagnosis:9ccs155:Other GI dx:0.068 Vital: BMI-gain1to5 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1461 | OR_unadj: 0.988 [0.787 1.241] | indivs AUC:0.502 Correlated most with: Number of Visits:0.153 Diagnosis:9ccs126:Ot up rsp in:0.121 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.116 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.095 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.089 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.084 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.081 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.081 Maternal Diagnosis:9ccs184:Early labor:0.078 Diagnosis:9ccs257:Ot aftercare:0.076 * Vital: Wt for Len Percentile-avg19to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1398 | OR_unadj: 3.884 [3.049 4.948] | indivs AUC:0.767 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.104 Maternal Vital: Wt-postPregnancy:0.093 Diagnosis:9ccs128:Asthma:0.082 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.071 Diagnosis:9ccs243:Poisn nonmed:0.069 Maternal Diagnosis:9ccs184:Early labor:-0.065 Diagnosis:9ccs95:Oth nerv dx:-0.064 Diagnosis:9ccs246:FUO:0.062 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.062 Maternal Maternal Lab History: WBC-otherPregnancy:0.061 Vital: BMI-gain16to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1484 | OR_unadj: 1.317 [0.995 1.744] | indivs AUC:0.547 Correlated most with: Number of Visits:-0.101 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.082 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.071 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.071 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.069 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.069 Diagnosis:9ccs259:Unclassified:-0.066 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.066 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.065 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.064 Vital: Wt Percentile-gain16to24 | coef 0.000 95% CI: [-0.001 , 0.001] | OR_adj 1.000 [0.999 1.001] | occ: 963 | OR_unadj: 0.991 [0.728 1.347] | indivs AUC:0.550 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.089 Number of Visits:-0.084 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.084 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.082 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.082 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.081 Diagnosis:9ccs143:Abdom hernia:-0.079 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.071 Diagnosis:9ccs4:Mycoses:-0.071 Diagnosis:9ccs135:Intest infct:-0.070 Vital: Wt for Len Percentile-gain10to16 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1330 | OR_unadj: 1.141 [0.909 1.433] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.091 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.071 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.069 Maternal Maternal Lab History: APTT-postPregnancy:-0.067 Newborn Diagnosis:9ccs223:Birth trauma:0.064 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.064 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:-0.062 Maternal Vital: RR-otherPregnancy:0.061 Maternal Vital: BP-postPregnancy:0.060 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.059 Maternal Vital: Wt Change-postPregnancy | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 255 | OR_unadj: 0.977 [0.645 1.479] | indivs AUC:0.507 Correlated most with: Maternal Vital: Wt Change-postPregnancy:1.000 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:0.246 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.241 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:-0.199 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.189 Maternal Maternal Procedure History:45300-postPregnancy:0.177 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.156 Newborn Diagnosis:9ccs95:Oth nerv dx:0.140 Maternal Vital: HR-postPregnancy:0.137 Maternal Maternal Lab History: LDL-postPregnancy:-0.133 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1129 | OR_unadj: 1.207 [0.948 1.536] | indivs AUC:0.479 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.999 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.673 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.672 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.633 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.632 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.613 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.612 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.357 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.355 Census:Percent; Estimate; Percent high school graduate or higher-latest | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1129 | OR_unadj: 1.179 [0.933 1.489] | indivs AUC:0.455 Correlated most with: Census:Percent; Estimate; Percent high school graduate or higher-latest:1.000 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.933 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.931 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.918 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.916 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.794 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.792 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.788 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.787 * Vital: Wt Change-avg16to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 716 | OR_unadj: 1.806 [1.349 2.418] | indivs AUC:0.529 Correlated most with: Number of Visits:-0.170 Diagnosis:9ccs92:Otitis media:-0.130 Diagnosis:9ccs239:Superfic inj:-0.097 Diagnosis:9ccs125:Bronchitis:-0.097 Diagnosis:9ccs7:Viral infect:-0.097 Diagnosis:9ccs128:Asthma:-0.090 Diagnosis:9ccs257:Ot aftercare:-0.086 Diagnosis:9ccs126:Ot up rsp in:-0.086 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.085 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.085 Vital: Ht-avg7to10 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.483 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.153 Maternal Diagnosis:9ccs184:Early labor:-0.145 Maternal Diagnosis:9ccs185:Long pregncy:0.098 Maternal Diagnosis:9ccs188:Pelvic obstr:0.081 Diagnosis:9ccs219:Low birth wt:-0.081 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:-0.081 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.075 Maternal Vital: Ht-postPregnancy:0.073 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.070 Maternal Maternal Lab History: NT MoM-postPregnancy:-0.067 Vital: BMI-gain5to10 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1471 | OR_unadj: 1.143 [0.910 1.435] | indivs AUC:0.581 Correlated most with: Maternal Maternal Lab History: MPV-postPregnancy:0.101 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.090 Maternal Maternal Lab History: PTT-otherPregnancy:-0.079 Maternal Maternal Lab History: POTASSIUM-postPregnancy:0.079 Maternal Maternal Lab History: INR-postPregnancy:-0.077 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.076 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:-0.075 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.072 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.070 Maternal Maternal Lab History: AST-otherPregnancy:0.070 Vital: HC-latest | coef 0.000 95% CI: [-0.001 , 0.001] | OR_adj 1.000 [0.999 1.001] | occ: 1631 | OR_unadj: 1.158 [0.909 1.475] | indivs AUC:0.546 Correlated most with: Number of Visits:0.268 Diagnosis:9ccs126:Ot up rsp in:0.236 Diagnosis:9ccs257:Ot aftercare:0.193 Diagnosis:9ccs92:Otitis media:0.191 Diagnosis:9ccs10:Immuniz/scrn:0.188 Diagnosis:9ccs125:Bronchitis:0.168 Diagnosis:9ccs7:Viral infect:0.160 Diagnosis:9ccs128:Asthma:0.128 Diagnosis:9ccs135:Intest infct:0.113 Diagnosis:9ccs90:Eye infectn:0.110 Vital: HC-gain13to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1054 | OR_unadj: 1.081 [0.862 1.357] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.069 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.068 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.068 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.068 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:-0.064 Diagnosis:9ccs166:Oth male gen:-0.060 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.060 Maternal Maternal Lab History: TOXOPLASMA IGG-postPregnancy:0.059 Diagnosis:9ccs243:Poisn nonmed:0.059 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.058 Vital: Wt for Len Percentile-gain7to13 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1336 | OR_unadj: 1.084 [0.859 1.369] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.123 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.113 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.110 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.102 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.101 Maternal Maternal Lab History: HCG-otherPregnancy:-0.095 Maternal Maternal Lab History: APTT-postPregnancy:0.093 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.089 Maternal Maternal Lab History: PTT-otherPregnancy:0.087 Maternal Maternal Lab History: NT MoM-postPregnancy:-0.086 Vital: Wt for Length ZScore-avg0to1 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1343 | OR_unadj: 1.177 [0.935 1.480] | indivs AUC:0.554 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:-0.099 Newborn Diagnosis:9ccs219:Low birth wt:-0.098 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.087 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.082 Diagnosis:9ccs151:Oth liver dx:-0.081 Maternal Diagnosis:9ccs49:DiabMel no c:0.079 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.077 Maternal Vital: RR-otherPregnancy:-0.077 Diagnosis:9ccs216:Nerv cong an:-0.074 Diagnosis:9ccs122:Pneumonia:0.074 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1120 | OR_unadj: 1.085 [0.845 1.392] | indivs AUC:0.463 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.994 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.337 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.337 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.335 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.334 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.268 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.267 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.173 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.172 * Vital: Wt for Length ZScore-gain0to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.761 Correlated most with: Diagnosis:9ccs128:Asthma:0.102 Maternal Maternal Lab History: WBC-otherPregnancy:0.089 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.086 Maternal Vital: Wt-postPregnancy:0.085 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.083 Diagnosis:9ccs95:Oth nerv dx:-0.083 Maternal Diagnosis:9ccs185:Long pregncy:0.082 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.081 Number of Visits:0.073 Maternal Maternal Lab History: IRON-postPregnancy:-0.071 Vital: Wt for Length ZScore-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1343 | OR_unadj: 1.177 [0.935 1.480] | indivs AUC:0.554 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:-0.099 Newborn Diagnosis:9ccs219:Low birth wt:-0.098 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.087 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.082 Diagnosis:9ccs151:Oth liver dx:-0.081 Maternal Diagnosis:9ccs49:DiabMel no c:0.079 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.077 Maternal Vital: RR-otherPregnancy:-0.077 Diagnosis:9ccs216:Nerv cong an:-0.074 Diagnosis:9ccs122:Pneumonia:0.074 Vital : 0.587218029192 MatDeliveryAge : 0.00804136139908 Census : 0.00690064840935 Number of Visits : 0.000820229385038 Maternal Diagnosis : 0.000677916819739 Maternal Vital : -0.000110329989756 Time to run analysis 0:00:43.836186 Total Time elapsed 6:14:07.603219 ----------------------------------------------------- boys min_5 full randomforest regression Running batch 1 of 7 with 16 nodes Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.048 Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.846, R^2 test: 0.053 Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.716, R^2 test: 0.061 Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.646, R^2 test: 0.049 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.965, Explained Variance Score Train: 0.646 AUC Validation: 0.593, Explained Variance Score Validation: 0.073 AUC Test: 0.780, Explained Variance Score Test: 0.318 Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.889, R^2 test: 0.136 Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.850, R^2 test: 0.149 Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.717, R^2 test: 0.155 Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.649, R^2 test: 0.152 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.936, Explained Variance Score Train: 0.649 AUC Validation: 0.651, Explained Variance Score Validation: 0.152 AUC Test: 0.770, Explained Variance Score Test: 0.300 Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.209 Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.864, R^2 test: 0.204 Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.724, R^2 test: 0.209 Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.648, R^2 test: 0.213 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.912, Explained Variance Score Train: 0.648 AUC Validation: 0.734, Explained Variance Score Validation: 0.214 AUC Test: 0.757, Explained Variance Score Test: 0.256 Bootstrap CV 11, alpha = (3000, 2, 1), R^2 train: 0.884, R^2 test: 0.197 Bootstrap CV 11, alpha = (3000, 2, 2), R^2 train: 0.832, R^2 test: 0.199 Bootstrap CV 11, alpha = (3000, 2, 5), R^2 train: 0.669, R^2 test: 0.222 Bootstrap CV 11, alpha = (3000, 2, 7), R^2 train: 0.593, R^2 test: 0.241 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.937, Explained Variance Score Train: 0.593 AUC Validation: 0.794, Explained Variance Score Validation: 0.249 AUC Test: 0.757, Explained Variance Score Test: 0.315 Bootstrap CV 10, alpha = (3000, 2, 1), R^2 train: 0.872, R^2 test: 0.070 Bootstrap CV 10, alpha = (3000, 2, 2), R^2 train: 0.816, R^2 test: 0.065 Bootstrap CV 10, alpha = (3000, 2, 5), R^2 train: 0.643, R^2 test: 0.105 Bootstrap CV 10, alpha = (3000, 2, 7), R^2 train: 0.562, R^2 test: 0.112 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.899, Explained Variance Score Train: 0.562 AUC Validation: 0.759, Explained Variance Score Validation: 0.119 AUC Test: 0.765, Explained Variance Score Test: 0.287 Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.280 Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.854, R^2 test: 0.275 Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.701, R^2 test: 0.282 Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.617, R^2 test: 0.288 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.906, Explained Variance Score Train: 0.617 AUC Validation: 0.792, Explained Variance Score Validation: 0.288 AUC Test: 0.774, Explained Variance Score Test: 0.310 Bootstrap CV 15, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.274 Bootstrap CV 15, alpha = (3000, 2, 2), R^2 train: 0.848, R^2 test: 0.294 Bootstrap CV 15, alpha = (3000, 2, 5), R^2 train: 0.731, R^2 test: 0.287 Bootstrap CV 15, alpha = (3000, 2, 7), R^2 train: 0.657, R^2 test: 0.288 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.947, Explained Variance Score Train: 0.731 AUC Validation: 0.645, Explained Variance Score Validation: 0.302 AUC Test: 0.747, Explained Variance Score Test: 0.284 Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.883, R^2 test: 0.368 Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.808, R^2 test: 0.369 Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.634, R^2 test: 0.401 Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.563, R^2 test: 0.404 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.958, Explained Variance Score Train: 0.635 AUC Validation: 0.769, Explained Variance Score Validation: 0.402 AUC Test: 0.740, Explained Variance Score Test: 0.292 Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.136 Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.849, R^2 test: 0.153 Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.719, R^2 test: 0.205 Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.654, R^2 test: 0.247 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.968, Explained Variance Score Train: 0.654 AUC Validation: 0.749, Explained Variance Score Validation: 0.248 AUC Test: 0.783, Explained Variance Score Test: 0.316 Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.893, R^2 test: 0.242 Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.854, R^2 test: 0.261 Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.694, R^2 test: 0.276 Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.620, R^2 test: 0.286 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.938, Explained Variance Score Train: 0.620 AUC Validation: 0.790, Explained Variance Score Validation: 0.292 AUC Test: 0.770, Explained Variance Score Test: 0.317 Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.884, R^2 test: 0.113 Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.834, R^2 test: 0.105 Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.695, R^2 test: 0.093 Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.618, R^2 test: 0.095 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.901, Explained Variance Score Train: 0.618 AUC Validation: 0.684, Explained Variance Score Validation: 0.148 AUC Test: 0.771, Explained Variance Score Test: 0.297 Bootstrap CV 14, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.092 Bootstrap CV 14, alpha = (3000, 2, 2), R^2 train: 0.847, R^2 test: 0.097 Bootstrap CV 14, alpha = (3000, 2, 5), R^2 train: 0.703, R^2 test: 0.141 Bootstrap CV 14, alpha = (3000, 2, 7), R^2 train: 0.624, R^2 test: 0.162 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.927, Explained Variance Score Train: 0.625 AUC Validation: 0.664, Explained Variance Score Validation: 0.165 AUC Test: 0.778, Explained Variance Score Test: 0.293 Bootstrap CV 13, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.113 Bootstrap CV 13, alpha = (3000, 2, 2), R^2 train: 0.866, R^2 test: 0.127 Bootstrap CV 13, alpha = (3000, 2, 5), R^2 train: 0.740, R^2 test: 0.159 Bootstrap CV 13, alpha = (3000, 2, 7), R^2 train: 0.661, R^2 test: 0.169 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.958, Explained Variance Score Train: 0.740 AUC Validation: 0.691, Explained Variance Score Validation: 0.169 AUC Test: 0.760, Explained Variance Score Test: 0.279 Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.879, R^2 test: 0.328 Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.823, R^2 test: 0.320 Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.663, R^2 test: 0.268 Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.585, R^2 test: 0.255 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.911, Explained Variance Score Train: 0.585 AUC Validation: 0.799, Explained Variance Score Validation: 0.256 AUC Test: 0.763, Explained Variance Score Test: 0.256 Bootstrap CV 12, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.291 Bootstrap CV 12, alpha = (3000, 2, 2), R^2 train: 0.853, R^2 test: 0.294 Bootstrap CV 12, alpha = (3000, 2, 5), R^2 train: 0.727, R^2 test: 0.321 Bootstrap CV 12, alpha = (3000, 2, 7), R^2 train: 0.654, R^2 test: 0.325 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.936, Explained Variance Score Train: 0.654 AUC Validation: 0.824, Explained Variance Score Validation: 0.343 AUC Test: 0.761, Explained Variance Score Test: 0.305 Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.871, R^2 test: 0.194 Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.819, R^2 test: 0.189 Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.653, R^2 test: 0.171 Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.574, R^2 test: 0.167 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.915, Explained Variance Score Train: 0.574 AUC Validation: 0.763, Explained Variance Score Validation: 0.220 AUC Test: 0.756, Explained Variance Score Test: 0.282 Running batch 2 of 7 with 16 nodes Bootstrap CV 17, alpha = (3000, 2, 1), R^2 train: 0.890, R^2 test: 0.109 Bootstrap CV 17, alpha = (3000, 2, 2), R^2 train: 0.851, R^2 test: 0.114 Bootstrap CV 17, alpha = (3000, 2, 5), R^2 train: 0.726, R^2 test: 0.119 Bootstrap CV 17, alpha = (3000, 2, 7), R^2 train: 0.653, R^2 test: 0.123 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.945, Explained Variance Score Train: 0.653 AUC Validation: 0.647, Explained Variance Score Validation: 0.123 AUC Test: 0.762, Explained Variance Score Test: 0.290 Bootstrap CV 25, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.144 Bootstrap CV 25, alpha = (3000, 2, 2), R^2 train: 0.829, R^2 test: 0.145 Bootstrap CV 25, alpha = (3000, 2, 5), R^2 train: 0.653, R^2 test: 0.197 Bootstrap CV 25, alpha = (3000, 2, 7), R^2 train: 0.573, R^2 test: 0.196 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.904, Explained Variance Score Train: 0.573 AUC Validation: 0.771, Explained Variance Score Validation: 0.196 AUC Test: 0.787, Explained Variance Score Test: 0.303 Bootstrap CV 16, alpha = (3000, 2, 1), R^2 train: 0.898, R^2 test: 0.195 Bootstrap CV 16, alpha = (3000, 2, 2), R^2 train: 0.854, R^2 test: 0.212 Bootstrap CV 16, alpha = (3000, 2, 5), R^2 train: 0.723, R^2 test: 0.200 Bootstrap CV 16, alpha = (3000, 2, 7), R^2 train: 0.647, R^2 test: 0.200 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.950, Explained Variance Score Train: 0.723 AUC Validation: 0.706, Explained Variance Score Validation: 0.200 AUC Test: 0.772, Explained Variance Score Test: 0.318 Bootstrap CV 27, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.379 Bootstrap CV 27, alpha = (3000, 2, 2), R^2 train: 0.858, R^2 test: 0.377 Bootstrap CV 27, alpha = (3000, 2, 5), R^2 train: 0.729, R^2 test: 0.354 Bootstrap CV 27, alpha = (3000, 2, 7), R^2 train: 0.660, R^2 test: 0.347 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.933, Explained Variance Score Train: 0.729 AUC Validation: 0.755, Explained Variance Score Validation: 0.359 AUC Test: 0.767, Explained Variance Score Test: 0.326 Bootstrap CV 28, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.202 Bootstrap CV 28, alpha = (3000, 2, 2), R^2 train: 0.843, R^2 test: 0.226 Bootstrap CV 28, alpha = (3000, 2, 5), R^2 train: 0.713, R^2 test: 0.234 Bootstrap CV 28, alpha = (3000, 2, 7), R^2 train: 0.629, R^2 test: 0.237 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.932, Explained Variance Score Train: 0.629 AUC Validation: 0.821, Explained Variance Score Validation: 0.237 AUC Test: 0.764, Explained Variance Score Test: 0.293 Bootstrap CV 26, alpha = (3000, 2, 1), R^2 train: 0.909, R^2 test: 0.316 Bootstrap CV 26, alpha = (3000, 2, 2), R^2 train: 0.881, R^2 test: 0.322 Bootstrap CV 26, alpha = (3000, 2, 5), R^2 train: 0.775, R^2 test: 0.328 Bootstrap CV 26, alpha = (3000, 2, 7), R^2 train: 0.710, R^2 test: 0.329 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.976, Explained Variance Score Train: 0.881 AUC Validation: 0.736, Explained Variance Score Validation: 0.326 AUC Test: 0.772, Explained Variance Score Test: 0.316 Bootstrap CV 20, alpha = (3000, 2, 1), R^2 train: 0.885, R^2 test: 0.240 Bootstrap CV 20, alpha = (3000, 2, 2), R^2 train: 0.825, R^2 test: 0.241 Bootstrap CV 20, alpha = (3000, 2, 5), R^2 train: 0.679, R^2 test: 0.260 Bootstrap CV 20, alpha = (3000, 2, 7), R^2 train: 0.606, R^2 test: 0.258 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.930, Explained Variance Score Train: 0.606 AUC Validation: 0.786, Explained Variance Score Validation: 0.271 AUC Test: 0.754, Explained Variance Score Test: 0.291 Bootstrap CV 19, alpha = (3000, 2, 1), R^2 train: 0.908, R^2 test: 0.133 Bootstrap CV 19, alpha = (3000, 2, 2), R^2 train: 0.878, R^2 test: 0.135 Bootstrap CV 19, alpha = (3000, 2, 5), R^2 train: 0.743, R^2 test: 0.129 Bootstrap CV 19, alpha = (3000, 2, 7), R^2 train: 0.659, R^2 test: 0.127 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.917, Explained Variance Score Train: 0.659 AUC Validation: 0.667, Explained Variance Score Validation: 0.127 AUC Test: 0.768, Explained Variance Score Test: 0.287 Bootstrap CV 29, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.333 Bootstrap CV 29, alpha = (3000, 2, 2), R^2 train: 0.847, R^2 test: 0.335 Bootstrap CV 29, alpha = (3000, 2, 5), R^2 train: 0.706, R^2 test: 0.304 Bootstrap CV 29, alpha = (3000, 2, 7), R^2 train: 0.634, R^2 test: 0.292 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.934, Explained Variance Score Train: 0.634 AUC Validation: 0.798, Explained Variance Score Validation: 0.292 AUC Test: 0.764, Explained Variance Score Test: 0.303 Bootstrap CV 23, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.425 Bootstrap CV 23, alpha = (3000, 2, 2), R^2 train: 0.836, R^2 test: 0.436 Bootstrap CV 23, alpha = (3000, 2, 5), R^2 train: 0.673, R^2 test: 0.385 Bootstrap CV 23, alpha = (3000, 2, 7), R^2 train: 0.590, R^2 test: 0.397 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.933, Explained Variance Score Train: 0.590 AUC Validation: 0.845, Explained Variance Score Validation: 0.398 AUC Test: 0.780, Explained Variance Score Test: 0.306 Bootstrap CV 18, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.241 Bootstrap CV 18, alpha = (3000, 2, 2), R^2 train: 0.856, R^2 test: 0.243 Bootstrap CV 18, alpha = (3000, 2, 5), R^2 train: 0.729, R^2 test: 0.257 Bootstrap CV 18, alpha = (3000, 2, 7), R^2 train: 0.659, R^2 test: 0.244 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.953, Explained Variance Score Train: 0.659 AUC Validation: 0.731, Explained Variance Score Validation: 0.246 AUC Test: 0.724, Explained Variance Score Test: 0.265 Bootstrap CV 31, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.194 Bootstrap CV 31, alpha = (3000, 2, 2), R^2 train: 0.858, R^2 test: 0.183 Bootstrap CV 31, alpha = (3000, 2, 5), R^2 train: 0.726, R^2 test: 0.155 Bootstrap CV 31, alpha = (3000, 2, 7), R^2 train: 0.651, R^2 test: 0.168 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.926, Explained Variance Score Train: 0.651 AUC Validation: 0.697, Explained Variance Score Validation: 0.175 AUC Test: 0.750, Explained Variance Score Test: 0.260 Bootstrap CV 30, alpha = (3000, 2, 1), R^2 train: 0.904, R^2 test: 0.206 Bootstrap CV 30, alpha = (3000, 2, 2), R^2 train: 0.876, R^2 test: 0.214 Bootstrap CV 30, alpha = (3000, 2, 5), R^2 train: 0.746, R^2 test: 0.220 Bootstrap CV 30, alpha = (3000, 2, 7), R^2 train: 0.674, R^2 test: 0.211 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.945, Explained Variance Score Train: 0.746 AUC Validation: 0.714, Explained Variance Score Validation: 0.227 AUC Test: 0.785, Explained Variance Score Test: 0.310 Bootstrap CV 22, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.221 Bootstrap CV 22, alpha = (3000, 2, 2), R^2 train: 0.845, R^2 test: 0.255 Bootstrap CV 22, alpha = (3000, 2, 5), R^2 train: 0.695, R^2 test: 0.269 Bootstrap CV 22, alpha = (3000, 2, 7), R^2 train: 0.621, R^2 test: 0.253 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.922, Explained Variance Score Train: 0.621 AUC Validation: 0.820, Explained Variance Score Validation: 0.256 AUC Test: 0.775, Explained Variance Score Test: 0.283 Bootstrap CV 21, alpha = (3000, 2, 1), R^2 train: 0.877, R^2 test: 0.102 Bootstrap CV 21, alpha = (3000, 2, 2), R^2 train: 0.799, R^2 test: 0.119 Bootstrap CV 21, alpha = (3000, 2, 5), R^2 train: 0.620, R^2 test: 0.125 Bootstrap CV 21, alpha = (3000, 2, 7), R^2 train: 0.540, R^2 test: 0.130 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.916, Explained Variance Score Train: 0.540 AUC Validation: 0.662, Explained Variance Score Validation: 0.146 AUC Test: 0.739, Explained Variance Score Test: 0.241 Bootstrap CV 24, alpha = (3000, 2, 1), R^2 train: 0.932, R^2 test: 0.283 Bootstrap CV 24, alpha = (3000, 2, 2), R^2 train: 0.906, R^2 test: 0.292 Bootstrap CV 24, alpha = (3000, 2, 5), R^2 train: 0.797, R^2 test: 0.316 Bootstrap CV 24, alpha = (3000, 2, 7), R^2 train: 0.692, R^2 test: 0.335 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.935, Explained Variance Score Train: 0.692 AUC Validation: 0.830, Explained Variance Score Validation: 0.340 AUC Test: 0.730, Explained Variance Score Test: 0.180 Running batch 3 of 7 with 16 nodes Bootstrap CV 41, alpha = (3000, 2, 1), R^2 train: 0.888, R^2 test: 0.088 Bootstrap CV 41, alpha = (3000, 2, 2), R^2 train: 0.859, R^2 test: 0.089 Bootstrap CV 41, alpha = (3000, 2, 5), R^2 train: 0.729, R^2 test: 0.101 Bootstrap CV 41, alpha = (3000, 2, 7), R^2 train: 0.652, R^2 test: 0.099 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.960, Explained Variance Score Train: 0.730 AUC Validation: 0.755, Explained Variance Score Validation: 0.102 AUC Test: 0.753, Explained Variance Score Test: 0.296 Bootstrap CV 37, alpha = (3000, 2, 1), R^2 train: 0.890, R^2 test: 0.255 Bootstrap CV 37, alpha = (3000, 2, 2), R^2 train: 0.851, R^2 test: 0.280 Bootstrap CV 37, alpha = (3000, 2, 5), R^2 train: 0.725, R^2 test: 0.291 Bootstrap CV 37, alpha = (3000, 2, 7), R^2 train: 0.656, R^2 test: 0.292 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.952, Explained Variance Score Train: 0.725 AUC Validation: 0.765, Explained Variance Score Validation: 0.291 AUC Test: 0.775, Explained Variance Score Test: 0.315 Bootstrap CV 35, alpha = (3000, 2, 1), R^2 train: 0.902, R^2 test: 0.246 Bootstrap CV 35, alpha = (3000, 2, 2), R^2 train: 0.867, R^2 test: 0.246 Bootstrap CV 35, alpha = (3000, 2, 5), R^2 train: 0.741, R^2 test: 0.262 Bootstrap CV 35, alpha = (3000, 2, 7), R^2 train: 0.666, R^2 test: 0.258 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.942, Explained Variance Score Train: 0.741 AUC Validation: 0.758, Explained Variance Score Validation: 0.270 AUC Test: 0.772, Explained Variance Score Test: 0.302 Bootstrap CV 45, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.388 Bootstrap CV 45, alpha = (3000, 2, 2), R^2 train: 0.868, R^2 test: 0.391 Bootstrap CV 45, alpha = (3000, 2, 5), R^2 train: 0.739, R^2 test: 0.364 Bootstrap CV 45, alpha = (3000, 2, 7), R^2 train: 0.666, R^2 test: 0.339 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.914, Explained Variance Score Train: 0.666 AUC Validation: 0.777, Explained Variance Score Validation: 0.355 AUC Test: 0.730, Explained Variance Score Test: 0.259 Bootstrap CV 33, alpha = (3000, 2, 1), R^2 train: 0.890, R^2 test: 0.179 Bootstrap CV 33, alpha = (3000, 2, 2), R^2 train: 0.847, R^2 test: 0.200 Bootstrap CV 33, alpha = (3000, 2, 5), R^2 train: 0.692, R^2 test: 0.167 Bootstrap CV 33, alpha = (3000, 2, 7), R^2 train: 0.618, R^2 test: 0.161 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.985, Explained Variance Score Train: 0.847 AUC Validation: 0.782, Explained Variance Score Validation: 0.226 AUC Test: 0.757, Explained Variance Score Test: 0.295 Bootstrap CV 38, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.292 Bootstrap CV 38, alpha = (3000, 2, 2), R^2 train: 0.825, R^2 test: 0.309 Bootstrap CV 38, alpha = (3000, 2, 5), R^2 train: 0.687, R^2 test: 0.299 Bootstrap CV 38, alpha = (3000, 2, 7), R^2 train: 0.625, R^2 test: 0.302 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.993, Explained Variance Score Train: 0.825 AUC Validation: 0.822, Explained Variance Score Validation: 0.309 AUC Test: 0.774, Explained Variance Score Test: 0.293 Bootstrap CV 34, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.180 Bootstrap CV 34, alpha = (3000, 2, 2), R^2 train: 0.860, R^2 test: 0.176 Bootstrap CV 34, alpha = (3000, 2, 5), R^2 train: 0.739, R^2 test: 0.173 Bootstrap CV 34, alpha = (3000, 2, 7), R^2 train: 0.664, R^2 test: 0.175 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.981, Explained Variance Score Train: 0.891 AUC Validation: 0.735, Explained Variance Score Validation: 0.215 AUC Test: 0.774, Explained Variance Score Test: 0.305 Bootstrap CV 44, alpha = (3000, 2, 1), R^2 train: 0.890, R^2 test: 0.195 Bootstrap CV 44, alpha = (3000, 2, 2), R^2 train: 0.854, R^2 test: 0.194 Bootstrap CV 44, alpha = (3000, 2, 5), R^2 train: 0.702, R^2 test: 0.233 Bootstrap CV 44, alpha = (3000, 2, 7), R^2 train: 0.622, R^2 test: 0.245 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.908, Explained Variance Score Train: 0.622 AUC Validation: 0.814, Explained Variance Score Validation: 0.246 AUC Test: 0.738, Explained Variance Score Test: 0.264 Bootstrap CV 42, alpha = (3000, 2, 1), R^2 train: 0.902, R^2 test: 0.273 Bootstrap CV 42, alpha = (3000, 2, 2), R^2 train: 0.871, R^2 test: 0.272 Bootstrap CV 42, alpha = (3000, 2, 5), R^2 train: 0.731, R^2 test: 0.249 Bootstrap CV 42, alpha = (3000, 2, 7), R^2 train: 0.662, R^2 test: 0.249 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.959, Explained Variance Score Train: 0.731 AUC Validation: 0.697, Explained Variance Score Validation: 0.257 AUC Test: 0.750, Explained Variance Score Test: 0.275 Bootstrap CV 39, alpha = (3000, 2, 1), R^2 train: 0.899, R^2 test: 0.277 Bootstrap CV 39, alpha = (3000, 2, 2), R^2 train: 0.862, R^2 test: 0.281 Bootstrap CV 39, alpha = (3000, 2, 5), R^2 train: 0.720, R^2 test: 0.313 Bootstrap CV 39, alpha = (3000, 2, 7), R^2 train: 0.650, R^2 test: 0.303 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.980, Explained Variance Score Train: 0.862 AUC Validation: 0.711, Explained Variance Score Validation: 0.295 AUC Test: 0.753, Explained Variance Score Test: 0.263 Bootstrap CV 47, alpha = (3000, 2, 1), R^2 train: 0.904, R^2 test: 0.175 Bootstrap CV 47, alpha = (3000, 2, 2), R^2 train: 0.877, R^2 test: 0.178 Bootstrap CV 47, alpha = (3000, 2, 5), R^2 train: 0.768, R^2 test: 0.185 Bootstrap CV 47, alpha = (3000, 2, 7), R^2 train: 0.702, R^2 test: 0.185 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.944, Explained Variance Score Train: 0.702 AUC Validation: 0.655, Explained Variance Score Validation: 0.186 AUC Test: 0.756, Explained Variance Score Test: 0.303 Bootstrap CV 32, alpha = (3000, 2, 1), R^2 train: 0.884, R^2 test: 0.191 Bootstrap CV 32, alpha = (3000, 2, 2), R^2 train: 0.832, R^2 test: 0.240 Bootstrap CV 32, alpha = (3000, 2, 5), R^2 train: 0.678, R^2 test: 0.305 Bootstrap CV 32, alpha = (3000, 2, 7), R^2 train: 0.600, R^2 test: 0.301 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.940, Explained Variance Score Train: 0.600 AUC Validation: 0.791, Explained Variance Score Validation: 0.356 AUC Test: 0.787, Explained Variance Score Test: 0.320 Bootstrap CV 46, alpha = (3000, 2, 1), R^2 train: 0.881, R^2 test: 0.192 Bootstrap CV 46, alpha = (3000, 2, 2), R^2 train: 0.841, R^2 test: 0.191 Bootstrap CV 46, alpha = (3000, 2, 5), R^2 train: 0.709, R^2 test: 0.189 Bootstrap CV 46, alpha = (3000, 2, 7), R^2 train: 0.629, R^2 test: 0.187 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.932, Explained Variance Score Train: 0.629 AUC Validation: 0.675, Explained Variance Score Validation: 0.187 AUC Test: 0.743, Explained Variance Score Test: 0.265 Bootstrap CV 43, alpha = (3000, 2, 1), R^2 train: 0.883, R^2 test: 0.196 Bootstrap CV 43, alpha = (3000, 2, 2), R^2 train: 0.844, R^2 test: 0.198 Bootstrap CV 43, alpha = (3000, 2, 5), R^2 train: 0.705, R^2 test: 0.208 Bootstrap CV 43, alpha = (3000, 2, 7), R^2 train: 0.623, R^2 test: 0.206 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.910, Explained Variance Score Train: 0.623 AUC Validation: 0.726, Explained Variance Score Validation: 0.210 AUC Test: 0.754, Explained Variance Score Test: 0.270 Bootstrap CV 40, alpha = (3000, 2, 1), R^2 train: 0.879, R^2 test: 0.373 Bootstrap CV 40, alpha = (3000, 2, 2), R^2 train: 0.816, R^2 test: 0.375 Bootstrap CV 40, alpha = (3000, 2, 5), R^2 train: 0.661, R^2 test: 0.347 Bootstrap CV 40, alpha = (3000, 2, 7), R^2 train: 0.575, R^2 test: 0.332 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.950, Explained Variance Score Train: 0.661 AUC Validation: 0.816, Explained Variance Score Validation: 0.353 AUC Test: 0.766, Explained Variance Score Test: 0.278 Bootstrap CV 36, alpha = (3000, 2, 1), R^2 train: 0.888, R^2 test: 0.334 Bootstrap CV 36, alpha = (3000, 2, 2), R^2 train: 0.843, R^2 test: 0.325 Bootstrap CV 36, alpha = (3000, 2, 5), R^2 train: 0.700, R^2 test: 0.328 Bootstrap CV 36, alpha = (3000, 2, 7), R^2 train: 0.629, R^2 test: 0.306 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.981, Explained Variance Score Train: 0.843 AUC Validation: 0.782, Explained Variance Score Validation: 0.325 AUC Test: 0.772, Explained Variance Score Test: 0.324 Running batch 4 of 7 with 16 nodes Bootstrap CV 51, alpha = (3000, 2, 1), R^2 train: 0.903, R^2 test: 0.155 Bootstrap CV 51, alpha = (3000, 2, 2), R^2 train: 0.863, R^2 test: 0.197 Bootstrap CV 51, alpha = (3000, 2, 5), R^2 train: 0.734, R^2 test: 0.217 Bootstrap CV 51, alpha = (3000, 2, 7), R^2 train: 0.662, R^2 test: 0.221 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.945, Explained Variance Score Train: 0.662 AUC Validation: 0.705, Explained Variance Score Validation: 0.224 AUC Test: 0.758, Explained Variance Score Test: 0.296 Bootstrap CV 63, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.255 Bootstrap CV 63, alpha = (3000, 2, 2), R^2 train: 0.860, R^2 test: 0.263 Bootstrap CV 63, alpha = (3000, 2, 5), R^2 train: 0.727, R^2 test: 0.261 Bootstrap CV 63, alpha = (3000, 2, 7), R^2 train: 0.660, R^2 test: 0.255 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.942, Explained Variance Score Train: 0.727 AUC Validation: 0.779, Explained Variance Score Validation: 0.265 AUC Test: 0.769, Explained Variance Score Test: 0.288 Bootstrap CV 60, alpha = (3000, 2, 1), R^2 train: 0.893, R^2 test: 0.274 Bootstrap CV 60, alpha = (3000, 2, 2), R^2 train: 0.840, R^2 test: 0.286 Bootstrap CV 60, alpha = (3000, 2, 5), R^2 train: 0.686, R^2 test: 0.311 Bootstrap CV 60, alpha = (3000, 2, 7), R^2 train: 0.600, R^2 test: 0.323 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.920, Explained Variance Score Train: 0.601 AUC Validation: 0.771, Explained Variance Score Validation: 0.323 AUC Test: 0.776, Explained Variance Score Test: 0.287 Bootstrap CV 55, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.186 Bootstrap CV 55, alpha = (3000, 2, 2), R^2 train: 0.848, R^2 test: 0.207 Bootstrap CV 55, alpha = (3000, 2, 5), R^2 train: 0.713, R^2 test: 0.199 Bootstrap CV 55, alpha = (3000, 2, 7), R^2 train: 0.648, R^2 test: 0.194 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.983, Explained Variance Score Train: 0.848 AUC Validation: 0.686, Explained Variance Score Validation: 0.209 AUC Test: 0.781, Explained Variance Score Test: 0.312 Bootstrap CV 48, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.120 Bootstrap CV 48, alpha = (3000, 2, 2), R^2 train: 0.854, R^2 test: 0.123 Bootstrap CV 48, alpha = (3000, 2, 5), R^2 train: 0.711, R^2 test: 0.121 Bootstrap CV 48, alpha = (3000, 2, 7), R^2 train: 0.637, R^2 test: 0.126 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.954, Explained Variance Score Train: 0.711 AUC Validation: 0.622, Explained Variance Score Validation: 0.126 AUC Test: 0.763, Explained Variance Score Test: 0.295 Bootstrap CV 50, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.068 Bootstrap CV 50, alpha = (3000, 2, 2), R^2 train: 0.855, R^2 test: 0.095 Bootstrap CV 50, alpha = (3000, 2, 5), R^2 train: 0.699, R^2 test: 0.091 Bootstrap CV 50, alpha = (3000, 2, 7), R^2 train: 0.615, R^2 test: 0.093 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.943, Explained Variance Score Train: 0.615 AUC Validation: 0.654, Explained Variance Score Validation: 0.106 AUC Test: 0.743, Explained Variance Score Test: 0.264 Bootstrap CV 59, alpha = (3000, 2, 1), R^2 train: 0.908, R^2 test: 0.151 Bootstrap CV 59, alpha = (3000, 2, 2), R^2 train: 0.878, R^2 test: 0.163 Bootstrap CV 59, alpha = (3000, 2, 5), R^2 train: 0.750, R^2 test: 0.156 Bootstrap CV 59, alpha = (3000, 2, 7), R^2 train: 0.677, R^2 test: 0.157 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.981, Explained Variance Score Train: 0.878 AUC Validation: 0.594, Explained Variance Score Validation: 0.166 AUC Test: 0.747, Explained Variance Score Test: 0.227 Bootstrap CV 61, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.262 Bootstrap CV 61, alpha = (3000, 2, 2), R^2 train: 0.862, R^2 test: 0.263 Bootstrap CV 61, alpha = (3000, 2, 5), R^2 train: 0.741, R^2 test: 0.273 Bootstrap CV 61, alpha = (3000, 2, 7), R^2 train: 0.676, R^2 test: 0.263 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.955, Explained Variance Score Train: 0.741 AUC Validation: 0.800, Explained Variance Score Validation: 0.275 AUC Test: 0.765, Explained Variance Score Test: 0.280 Bootstrap CV 56, alpha = (3000, 2, 1), R^2 train: 0.885, R^2 test: 0.202 Bootstrap CV 56, alpha = (3000, 2, 2), R^2 train: 0.838, R^2 test: 0.213 Bootstrap CV 56, alpha = (3000, 2, 5), R^2 train: 0.657, R^2 test: 0.208 Bootstrap CV 56, alpha = (3000, 2, 7), R^2 train: 0.585, R^2 test: 0.205 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.911, Explained Variance Score Train: 0.585 AUC Validation: 0.775, Explained Variance Score Validation: 0.205 AUC Test: 0.738, Explained Variance Score Test: 0.262 Bootstrap CV 58, alpha = (3000, 2, 1), R^2 train: 0.898, R^2 test: 0.141 Bootstrap CV 58, alpha = (3000, 2, 2), R^2 train: 0.863, R^2 test: 0.141 Bootstrap CV 58, alpha = (3000, 2, 5), R^2 train: 0.702, R^2 test: 0.128 Bootstrap CV 58, alpha = (3000, 2, 7), R^2 train: 0.631, R^2 test: 0.149 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.978, Explained Variance Score Train: 0.898 AUC Validation: 0.769, Explained Variance Score Validation: 0.141 AUC Test: 0.755, Explained Variance Score Test: 0.287 Bootstrap CV 62, alpha = (3000, 2, 1), R^2 train: 0.887, R^2 test: 0.221 Bootstrap CV 62, alpha = (3000, 2, 2), R^2 train: 0.837, R^2 test: 0.223 Bootstrap CV 62, alpha = (3000, 2, 5), R^2 train: 0.702, R^2 test: 0.220 Bootstrap CV 62, alpha = (3000, 2, 7), R^2 train: 0.629, R^2 test: 0.232 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.960, Explained Variance Score Train: 0.629 AUC Validation: 0.758, Explained Variance Score Validation: 0.232 AUC Test: 0.725, Explained Variance Score Test: 0.227 Bootstrap CV 53, alpha = (3000, 2, 1), R^2 train: 0.907, R^2 test: 0.161 Bootstrap CV 53, alpha = (3000, 2, 2), R^2 train: 0.869, R^2 test: 0.154 Bootstrap CV 53, alpha = (3000, 2, 5), R^2 train: 0.727, R^2 test: 0.170 Bootstrap CV 53, alpha = (3000, 2, 7), R^2 train: 0.641, R^2 test: 0.177 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.986, Explained Variance Score Train: 0.907 AUC Validation: 0.607, Explained Variance Score Validation: 0.161 AUC Test: 0.742, Explained Variance Score Test: 0.220 Bootstrap CV 54, alpha = (3000, 2, 1), R^2 train: 0.876, R^2 test: 0.046 Bootstrap CV 54, alpha = (3000, 2, 2), R^2 train: 0.797, R^2 test: 0.092 Bootstrap CV 54, alpha = (3000, 2, 5), R^2 train: 0.616, R^2 test: 0.204 Bootstrap CV 54, alpha = (3000, 2, 7), R^2 train: 0.538, R^2 test: 0.238 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.948, Explained Variance Score Train: 0.538 AUC Validation: 0.736, Explained Variance Score Validation: 0.243 AUC Test: 0.763, Explained Variance Score Test: 0.293 Bootstrap CV 57, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.200 Bootstrap CV 57, alpha = (3000, 2, 2), R^2 train: 0.853, R^2 test: 0.191 Bootstrap CV 57, alpha = (3000, 2, 5), R^2 train: 0.726, R^2 test: 0.188 Bootstrap CV 57, alpha = (3000, 2, 7), R^2 train: 0.656, R^2 test: 0.187 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.970, Explained Variance Score Train: 0.726 AUC Validation: 0.696, Explained Variance Score Validation: 0.189 AUC Test: 0.755, Explained Variance Score Test: 0.309 Bootstrap CV 49, alpha = (3000, 2, 1), R^2 train: 0.877, R^2 test: 0.227 Bootstrap CV 49, alpha = (3000, 2, 2), R^2 train: 0.809, R^2 test: 0.201 Bootstrap CV 49, alpha = (3000, 2, 5), R^2 train: 0.636, R^2 test: 0.225 Bootstrap CV 49, alpha = (3000, 2, 7), R^2 train: 0.557, R^2 test: 0.231 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.919, Explained Variance Score Train: 0.558 AUC Validation: 0.781, Explained Variance Score Validation: 0.237 AUC Test: 0.749, Explained Variance Score Test: 0.267 Bootstrap CV 52, alpha = (3000, 2, 1), R^2 train: 0.898, R^2 test: -0.043 Bootstrap CV 52, alpha = (3000, 2, 2), R^2 train: 0.854, R^2 test: -0.021 Bootstrap CV 52, alpha = (3000, 2, 5), R^2 train: 0.722, R^2 test: -0.034 Bootstrap CV 52, alpha = (3000, 2, 7), R^2 train: 0.649, R^2 test: -0.019 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.978, Explained Variance Score Train: 0.854 AUC Validation: 0.699, Explained Variance Score Validation: -0.016 AUC Test: 0.765, Explained Variance Score Test: 0.279 Running batch 5 of 7 with 16 nodes Bootstrap CV 66, alpha = (3000, 2, 1), R^2 train: 0.905, R^2 test: 0.221 Bootstrap CV 66, alpha = (3000, 2, 2), R^2 train: 0.883, R^2 test: 0.218 Bootstrap CV 66, alpha = (3000, 2, 5), R^2 train: 0.782, R^2 test: 0.210 Bootstrap CV 66, alpha = (3000, 2, 7), R^2 train: 0.720, R^2 test: 0.208 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.932, Explained Variance Score Train: 0.720 AUC Validation: 0.765, Explained Variance Score Validation: 0.212 AUC Test: 0.754, Explained Variance Score Test: 0.289 Bootstrap CV 76, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.282 Bootstrap CV 76, alpha = (3000, 2, 2), R^2 train: 0.842, R^2 test: 0.298 Bootstrap CV 76, alpha = (3000, 2, 5), R^2 train: 0.707, R^2 test: 0.327 Bootstrap CV 76, alpha = (3000, 2, 7), R^2 train: 0.638, R^2 test: 0.332 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.945, Explained Variance Score Train: 0.638 AUC Validation: 0.776, Explained Variance Score Validation: 0.333 AUC Test: 0.741, Explained Variance Score Test: 0.238 Bootstrap CV 70, alpha = (3000, 2, 1), R^2 train: 0.900, R^2 test: 0.159 Bootstrap CV 70, alpha = (3000, 2, 2), R^2 train: 0.867, R^2 test: 0.185 Bootstrap CV 70, alpha = (3000, 2, 5), R^2 train: 0.724, R^2 test: 0.186 Bootstrap CV 70, alpha = (3000, 2, 7), R^2 train: 0.655, R^2 test: 0.204 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.918, Explained Variance Score Train: 0.655 AUC Validation: 0.695, Explained Variance Score Validation: 0.211 AUC Test: 0.770, Explained Variance Score Test: 0.296 Bootstrap CV 75, alpha = (3000, 2, 1), R^2 train: 0.893, R^2 test: 0.192 Bootstrap CV 75, alpha = (3000, 2, 2), R^2 train: 0.864, R^2 test: 0.194 Bootstrap CV 75, alpha = (3000, 2, 5), R^2 train: 0.754, R^2 test: 0.191 Bootstrap CV 75, alpha = (3000, 2, 7), R^2 train: 0.682, R^2 test: 0.183 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.940, Explained Variance Score Train: 0.682 AUC Validation: 0.810, Explained Variance Score Validation: 0.226 AUC Test: 0.748, Explained Variance Score Test: 0.258 Bootstrap CV 64, alpha = (3000, 2, 1), R^2 train: 0.889, R^2 test: 0.403 Bootstrap CV 64, alpha = (3000, 2, 2), R^2 train: 0.840, R^2 test: 0.402 Bootstrap CV 64, alpha = (3000, 2, 5), R^2 train: 0.678, R^2 test: 0.406 Bootstrap CV 64, alpha = (3000, 2, 7), R^2 train: 0.597, R^2 test: 0.409 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.946, Explained Variance Score Train: 0.678 AUC Validation: 0.848, Explained Variance Score Validation: 0.421 AUC Test: 0.770, Explained Variance Score Test: 0.281 Bootstrap CV 69, alpha = (3000, 2, 1), R^2 train: 0.879, R^2 test: 0.103 Bootstrap CV 69, alpha = (3000, 2, 2), R^2 train: 0.809, R^2 test: 0.152 Bootstrap CV 69, alpha = (3000, 2, 5), R^2 train: 0.629, R^2 test: 0.216 Bootstrap CV 69, alpha = (3000, 2, 7), R^2 train: 0.549, R^2 test: 0.222 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.897, Explained Variance Score Train: 0.549 AUC Validation: 0.757, Explained Variance Score Validation: 0.241 AUC Test: 0.769, Explained Variance Score Test: 0.296 Bootstrap CV 78, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.242 Bootstrap CV 78, alpha = (3000, 2, 2), R^2 train: 0.854, R^2 test: 0.244 Bootstrap CV 78, alpha = (3000, 2, 5), R^2 train: 0.730, R^2 test: 0.244 Bootstrap CV 78, alpha = (3000, 2, 7), R^2 train: 0.659, R^2 test: 0.245 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.979, Explained Variance Score Train: 0.854 AUC Validation: 0.747, Explained Variance Score Validation: 0.245 AUC Test: 0.768, Explained Variance Score Test: 0.310 Bootstrap CV 65, alpha = (3000, 2, 1), R^2 train: 0.910, R^2 test: 0.083 Bootstrap CV 65, alpha = (3000, 2, 2), R^2 train: 0.880, R^2 test: 0.086 Bootstrap CV 65, alpha = (3000, 2, 5), R^2 train: 0.762, R^2 test: 0.101 Bootstrap CV 65, alpha = (3000, 2, 7), R^2 train: 0.692, R^2 test: 0.106 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.948, Explained Variance Score Train: 0.762 AUC Validation: 0.632, Explained Variance Score Validation: 0.111 AUC Test: 0.755, Explained Variance Score Test: 0.262 Bootstrap CV 67, alpha = (3000, 2, 1), R^2 train: 0.905, R^2 test: 0.023 Bootstrap CV 67, alpha = (3000, 2, 2), R^2 train: 0.874, R^2 test: 0.026 Bootstrap CV 67, alpha = (3000, 2, 5), R^2 train: 0.747, R^2 test: 0.090 Bootstrap CV 67, alpha = (3000, 2, 7), R^2 train: 0.673, R^2 test: 0.116 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.938, Explained Variance Score Train: 0.673 AUC Validation: 0.653, Explained Variance Score Validation: 0.136 AUC Test: 0.765, Explained Variance Score Test: 0.268 Bootstrap CV 68, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.175 Bootstrap CV 68, alpha = (3000, 2, 2), R^2 train: 0.854, R^2 test: 0.172 Bootstrap CV 68, alpha = (3000, 2, 5), R^2 train: 0.727, R^2 test: 0.178 Bootstrap CV 68, alpha = (3000, 2, 7), R^2 train: 0.663, R^2 test: 0.182 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.982, Explained Variance Score Train: 0.896 AUC Validation: 0.753, Explained Variance Score Validation: 0.175 AUC Test: 0.700, Explained Variance Score Test: 0.182 Bootstrap CV 72, alpha = (3000, 2, 1), R^2 train: 0.883, R^2 test: 0.236 Bootstrap CV 72, alpha = (3000, 2, 2), R^2 train: 0.815, R^2 test: 0.217 Bootstrap CV 72, alpha = (3000, 2, 5), R^2 train: 0.659, R^2 test: 0.215 Bootstrap CV 72, alpha = (3000, 2, 7), R^2 train: 0.590, R^2 test: 0.237 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.912, Explained Variance Score Train: 0.590 AUC Validation: 0.745, Explained Variance Score Validation: 0.246 AUC Test: 0.762, Explained Variance Score Test: 0.272 Bootstrap CV 71, alpha = (3000, 2, 1), R^2 train: 0.901, R^2 test: 0.230 Bootstrap CV 71, alpha = (3000, 2, 2), R^2 train: 0.865, R^2 test: 0.241 Bootstrap CV 71, alpha = (3000, 2, 5), R^2 train: 0.727, R^2 test: 0.249 Bootstrap CV 71, alpha = (3000, 2, 7), R^2 train: 0.650, R^2 test: 0.254 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.921, Explained Variance Score Train: 0.650 AUC Validation: 0.745, Explained Variance Score Validation: 0.254 AUC Test: 0.728, Explained Variance Score Test: 0.230 Bootstrap CV 74, alpha = (3000, 2, 1), R^2 train: 0.884, R^2 test: 0.076 Bootstrap CV 74, alpha = (3000, 2, 2), R^2 train: 0.822, R^2 test: 0.079 Bootstrap CV 74, alpha = (3000, 2, 5), R^2 train: 0.656, R^2 test: 0.098 Bootstrap CV 74, alpha = (3000, 2, 7), R^2 train: 0.583, R^2 test: 0.114 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.950, Explained Variance Score Train: 0.583 AUC Validation: 0.707, Explained Variance Score Validation: 0.121 AUC Test: 0.774, Explained Variance Score Test: 0.267 Bootstrap CV 77, alpha = (3000, 2, 1), R^2 train: 0.909, R^2 test: 0.234 Bootstrap CV 77, alpha = (3000, 2, 2), R^2 train: 0.886, R^2 test: 0.239 Bootstrap CV 77, alpha = (3000, 2, 5), R^2 train: 0.782, R^2 test: 0.231 Bootstrap CV 77, alpha = (3000, 2, 7), R^2 train: 0.718, R^2 test: 0.239 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.955, Explained Variance Score Train: 0.718 AUC Validation: 0.714, Explained Variance Score Validation: 0.262 AUC Test: 0.739, Explained Variance Score Test: 0.260 Bootstrap CV 73, alpha = (3000, 2, 1), R^2 train: 0.893, R^2 test: -0.051 Bootstrap CV 73, alpha = (3000, 2, 2), R^2 train: 0.840, R^2 test: -0.031 Bootstrap CV 73, alpha = (3000, 2, 5), R^2 train: 0.688, R^2 test: 0.060 Bootstrap CV 73, alpha = (3000, 2, 7), R^2 train: 0.624, R^2 test: 0.051 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.953, Explained Variance Score Train: 0.688 AUC Validation: 0.596, Explained Variance Score Validation: 0.088 AUC Test: 0.786, Explained Variance Score Test: 0.320 Bootstrap CV 79, alpha = (3000, 2, 1), R^2 train: 0.878, R^2 test: 0.146 Bootstrap CV 79, alpha = (3000, 2, 2), R^2 train: 0.839, R^2 test: 0.170 Bootstrap CV 79, alpha = (3000, 2, 5), R^2 train: 0.700, R^2 test: 0.192 Bootstrap CV 79, alpha = (3000, 2, 7), R^2 train: 0.613, R^2 test: 0.214 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.928, Explained Variance Score Train: 0.613 AUC Validation: 0.765, Explained Variance Score Validation: 0.223 AUC Test: 0.774, Explained Variance Score Test: 0.261 Running batch 6 of 7 with 16 nodes Bootstrap CV 90, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.215 Bootstrap CV 90, alpha = (3000, 2, 2), R^2 train: 0.866, R^2 test: 0.216 Bootstrap CV 90, alpha = (3000, 2, 5), R^2 train: 0.738, R^2 test: 0.250 Bootstrap CV 90, alpha = (3000, 2, 7), R^2 train: 0.668, R^2 test: 0.256 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.941, Explained Variance Score Train: 0.668 AUC Validation: 0.769, Explained Variance Score Validation: 0.271 AUC Test: 0.760, Explained Variance Score Test: 0.288 Bootstrap CV 84, alpha = (3000, 2, 1), R^2 train: 0.881, R^2 test: 0.212 Bootstrap CV 84, alpha = (3000, 2, 2), R^2 train: 0.823, R^2 test: 0.229 Bootstrap CV 84, alpha = (3000, 2, 5), R^2 train: 0.654, R^2 test: 0.209 Bootstrap CV 84, alpha = (3000, 2, 7), R^2 train: 0.579, R^2 test: 0.207 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.892, Explained Variance Score Train: 0.579 AUC Validation: 0.748, Explained Variance Score Validation: 0.273 AUC Test: 0.743, Explained Variance Score Test: 0.252 Bootstrap CV 92, alpha = (3000, 2, 1), R^2 train: 0.885, R^2 test: 0.340 Bootstrap CV 92, alpha = (3000, 2, 2), R^2 train: 0.838, R^2 test: 0.342 Bootstrap CV 92, alpha = (3000, 2, 5), R^2 train: 0.694, R^2 test: 0.340 Bootstrap CV 92, alpha = (3000, 2, 7), R^2 train: 0.621, R^2 test: 0.323 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.895, Explained Variance Score Train: 0.621 AUC Validation: 0.774, Explained Variance Score Validation: 0.328 AUC Test: 0.729, Explained Variance Score Test: 0.264 Bootstrap CV 94, alpha = (3000, 2, 1), R^2 train: 0.900, R^2 test: 0.190 Bootstrap CV 94, alpha = (3000, 2, 2), R^2 train: 0.856, R^2 test: 0.188 Bootstrap CV 94, alpha = (3000, 2, 5), R^2 train: 0.715, R^2 test: 0.197 Bootstrap CV 94, alpha = (3000, 2, 7), R^2 train: 0.635, R^2 test: 0.213 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.936, Explained Variance Score Train: 0.635 AUC Validation: 0.757, Explained Variance Score Validation: 0.220 AUC Test: 0.750, Explained Variance Score Test: 0.256 Bootstrap CV 80, alpha = (3000, 2, 1), R^2 train: 0.907, R^2 test: 0.271 Bootstrap CV 80, alpha = (3000, 2, 2), R^2 train: 0.877, R^2 test: 0.281 Bootstrap CV 80, alpha = (3000, 2, 5), R^2 train: 0.741, R^2 test: 0.306 Bootstrap CV 80, alpha = (3000, 2, 7), R^2 train: 0.669, R^2 test: 0.284 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.954, Explained Variance Score Train: 0.669 AUC Validation: 0.740, Explained Variance Score Validation: 0.284 AUC Test: 0.777, Explained Variance Score Test: 0.291 Bootstrap CV 87, alpha = (3000, 2, 1), R^2 train: 0.882, R^2 test: 0.151 Bootstrap CV 87, alpha = (3000, 2, 2), R^2 train: 0.840, R^2 test: 0.163 Bootstrap CV 87, alpha = (3000, 2, 5), R^2 train: 0.690, R^2 test: 0.173 Bootstrap CV 87, alpha = (3000, 2, 7), R^2 train: 0.605, R^2 test: 0.176 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.953, Explained Variance Score Train: 0.690 AUC Validation: 0.781, Explained Variance Score Validation: 0.185 AUC Test: 0.760, Explained Variance Score Test: 0.280 Bootstrap CV 89, alpha = (3000, 2, 1), R^2 train: 0.900, R^2 test: 0.304 Bootstrap CV 89, alpha = (3000, 2, 2), R^2 train: 0.843, R^2 test: 0.314 Bootstrap CV 89, alpha = (3000, 2, 5), R^2 train: 0.715, R^2 test: 0.318 Bootstrap CV 89, alpha = (3000, 2, 7), R^2 train: 0.654, R^2 test: 0.307 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.947, Explained Variance Score Train: 0.715 AUC Validation: 0.802, Explained Variance Score Validation: 0.341 AUC Test: 0.768, Explained Variance Score Test: 0.293 Bootstrap CV 86, alpha = (3000, 2, 1), R^2 train: 0.890, R^2 test: 0.207 Bootstrap CV 86, alpha = (3000, 2, 2), R^2 train: 0.845, R^2 test: 0.207 Bootstrap CV 86, alpha = (3000, 2, 5), R^2 train: 0.700, R^2 test: 0.220 Bootstrap CV 86, alpha = (3000, 2, 7), R^2 train: 0.630, R^2 test: 0.224 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.936, Explained Variance Score Train: 0.630 AUC Validation: 0.720, Explained Variance Score Validation: 0.228 AUC Test: 0.767, Explained Variance Score Test: 0.293 Bootstrap CV 85, alpha = (3000, 2, 1), R^2 train: 0.885, R^2 test: 0.209 Bootstrap CV 85, alpha = (3000, 2, 2), R^2 train: 0.837, R^2 test: 0.224 Bootstrap CV 85, alpha = (3000, 2, 5), R^2 train: 0.689, R^2 test: 0.222 Bootstrap CV 85, alpha = (3000, 2, 7), R^2 train: 0.623, R^2 test: 0.227 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.987, Explained Variance Score Train: 0.886 AUC Validation: 0.760, Explained Variance Score Validation: 0.217 AUC Test: 0.770, Explained Variance Score Test: 0.309 Bootstrap CV 91, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.255 Bootstrap CV 91, alpha = (3000, 2, 2), R^2 train: 0.846, R^2 test: 0.258 Bootstrap CV 91, alpha = (3000, 2, 5), R^2 train: 0.717, R^2 test: 0.256 Bootstrap CV 91, alpha = (3000, 2, 7), R^2 train: 0.656, R^2 test: 0.253 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.922, Explained Variance Score Train: 0.656 AUC Validation: 0.770, Explained Variance Score Validation: 0.254 AUC Test: 0.774, Explained Variance Score Test: 0.258 Bootstrap CV 81, alpha = (3000, 2, 1), R^2 train: 0.903, R^2 test: 0.007 Bootstrap CV 81, alpha = (3000, 2, 2), R^2 train: 0.873, R^2 test: 0.021 Bootstrap CV 81, alpha = (3000, 2, 5), R^2 train: 0.737, R^2 test: 0.021 Bootstrap CV 81, alpha = (3000, 2, 7), R^2 train: 0.668, R^2 test: 0.010 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.929, Explained Variance Score Train: 0.668 AUC Validation: 0.692, Explained Variance Score Validation: 0.011 AUC Test: 0.773, Explained Variance Score Test: 0.251 Bootstrap CV 93, alpha = (3000, 2, 1), R^2 train: 0.884, R^2 test: 0.208 Bootstrap CV 93, alpha = (3000, 2, 2), R^2 train: 0.849, R^2 test: 0.214 Bootstrap CV 93, alpha = (3000, 2, 5), R^2 train: 0.720, R^2 test: 0.211 Bootstrap CV 93, alpha = (3000, 2, 7), R^2 train: 0.647, R^2 test: 0.212 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.920, Explained Variance Score Train: 0.647 AUC Validation: 0.756, Explained Variance Score Validation: 0.218 AUC Test: 0.765, Explained Variance Score Test: 0.282 Bootstrap CV 88, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.188 Bootstrap CV 88, alpha = (3000, 2, 2), R^2 train: 0.864, R^2 test: 0.178 Bootstrap CV 88, alpha = (3000, 2, 5), R^2 train: 0.740, R^2 test: 0.187 Bootstrap CV 88, alpha = (3000, 2, 7), R^2 train: 0.666, R^2 test: 0.185 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.976, Explained Variance Score Train: 0.897 AUC Validation: 0.690, Explained Variance Score Validation: 0.192 AUC Test: 0.755, Explained Variance Score Test: 0.283 Bootstrap CV 83, alpha = (3000, 2, 1), R^2 train: 0.888, R^2 test: 0.172 Bootstrap CV 83, alpha = (3000, 2, 2), R^2 train: 0.827, R^2 test: 0.199 Bootstrap CV 83, alpha = (3000, 2, 5), R^2 train: 0.668, R^2 test: 0.190 Bootstrap CV 83, alpha = (3000, 2, 7), R^2 train: 0.579, R^2 test: 0.186 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.935, Explained Variance Score Train: 0.579 AUC Validation: 0.750, Explained Variance Score Validation: 0.192 AUC Test: 0.771, Explained Variance Score Test: 0.304 Bootstrap CV 82, alpha = (3000, 2, 1), R^2 train: 0.888, R^2 test: 0.305 Bootstrap CV 82, alpha = (3000, 2, 2), R^2 train: 0.830, R^2 test: 0.307 Bootstrap CV 82, alpha = (3000, 2, 5), R^2 train: 0.676, R^2 test: 0.312 Bootstrap CV 82, alpha = (3000, 2, 7), R^2 train: 0.604, R^2 test: 0.305 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.979, Explained Variance Score Train: 0.830 AUC Validation: 0.733, Explained Variance Score Validation: 0.308 AUC Test: 0.774, Explained Variance Score Test: 0.313 Bootstrap CV 95, alpha = (3000, 2, 1), R^2 train: 0.893, R^2 test: 0.247 Bootstrap CV 95, alpha = (3000, 2, 2), R^2 train: 0.843, R^2 test: 0.249 Bootstrap CV 95, alpha = (3000, 2, 5), R^2 train: 0.695, R^2 test: 0.268 Bootstrap CV 95, alpha = (3000, 2, 7), R^2 train: 0.590, R^2 test: 0.253 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.954, Explained Variance Score Train: 0.695 AUC Validation: 0.763, Explained Variance Score Validation: 0.271 AUC Test: 0.761, Explained Variance Score Test: 0.269 Running batch 7 of 7 with 4 nodes Bootstrap CV 99, alpha = (3000, 2, 1), R^2 train: 0.890, R^2 test: 0.080 Bootstrap CV 99, alpha = (3000, 2, 2), R^2 train: 0.852, R^2 test: 0.085 Bootstrap CV 99, alpha = (3000, 2, 5), R^2 train: 0.720, R^2 test: 0.113 Bootstrap CV 99, alpha = (3000, 2, 7), R^2 train: 0.637, R^2 test: 0.118 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.937, Explained Variance Score Train: 0.637 AUC Validation: 0.673, Explained Variance Score Validation: 0.124 AUC Test: 0.779, Explained Variance Score Test: 0.314 Bootstrap CV 97, alpha = (3000, 2, 1), R^2 train: 0.903, R^2 test: 0.159 Bootstrap CV 97, alpha = (3000, 2, 2), R^2 train: 0.882, R^2 test: 0.159 Bootstrap CV 97, alpha = (3000, 2, 5), R^2 train: 0.778, R^2 test: 0.164 Bootstrap CV 97, alpha = (3000, 2, 7), R^2 train: 0.705, R^2 test: 0.167 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.965, Explained Variance Score Train: 0.778 AUC Validation: 0.795, Explained Variance Score Validation: 0.190 AUC Test: 0.714, Explained Variance Score Test: 0.222 Bootstrap CV 96, alpha = (3000, 2, 1), R^2 train: 0.878, R^2 test: 0.328 Bootstrap CV 96, alpha = (3000, 2, 2), R^2 train: 0.811, R^2 test: 0.341 Bootstrap CV 96, alpha = (3000, 2, 5), R^2 train: 0.639, R^2 test: 0.376 Bootstrap CV 96, alpha = (3000, 2, 7), R^2 train: 0.559, R^2 test: 0.365 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.948, Explained Variance Score Train: 0.560 AUC Validation: 0.854, Explained Variance Score Validation: 0.382 AUC Test: 0.770, Explained Variance Score Test: 0.287 Bootstrap CV 98, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.307 Bootstrap CV 98, alpha = (3000, 2, 2), R^2 train: 0.846, R^2 test: 0.284 Bootstrap CV 98, alpha = (3000, 2, 5), R^2 train: 0.692, R^2 test: 0.287 Bootstrap CV 98, alpha = (3000, 2, 7), R^2 train: 0.613, R^2 test: 0.290 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.993, Explained Variance Score Train: 0.892 AUC Validation: 0.796, Explained Variance Score Validation: 0.313 AUC Test: 0.738, Explained Variance Score Test: 0.267 total Variables 858 and total subjects: 1751 ->AUC validation: 0.740 95% CI: [0.728 , 0.752] ->AUC test: 0.760 95% CI: [0.757 , 0.763] ->R^2 validation: 0.231 95% CI: [0.215 , 0.247] ->R^2 test: 0.282 95% CI: [0.276 , 0.287] ->Explained Variance validation: 0.222 95% CI: [0.206 , 0.239] ->Explained Variance test: 0.278 95% CI: [0.273 , 0.284] Test set metrics: @threshold:2.437, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:1.753, sens:0.096, spec:1.000, ppv:1.000, acc:0.786, f1:0.176, mcc:0.000, total+:8, total-:342 @threshold:1.657, sens:0.108, spec:1.000, ppv:1.000, acc:0.789, f1:0.196, mcc:0.000, total+:9, total-:341 @threshold:1.498, sens:0.108, spec:0.996, ppv:0.900, acc:0.786, f1:0.194, mcc:0.303, total+:10, total-:340 @threshold:1.451, sens:0.120, spec:0.996, ppv:0.909, acc:0.789, f1:0.213, mcc:0.322, total+:11, total-:339 @threshold:1.414, sens:0.133, spec:0.993, ppv:0.846, acc:0.789, f1:0.229, mcc:0.159, total+:13, total-:337 @threshold:1.402, sens:0.145, spec:0.993, ppv:0.857, acc:0.791, f1:0.247, mcc:0.168, total+:14, total-:336 @threshold:1.355, sens:0.145, spec:0.989, ppv:0.800, acc:0.789, f1:0.245, mcc:0.106, total+:15, total-:335 @threshold:1.264, sens:0.157, spec:0.985, ppv:0.765, acc:0.789, f1:0.260, mcc:0.079, total+:17, total-:333 @threshold:1.175, sens:0.169, spec:0.981, ppv:0.737, acc:0.789, f1:0.275, mcc:0.064, total+:19, total-:331 @threshold:1.107, sens:0.181, spec:0.978, ppv:0.714, acc:0.789, f1:0.288, mcc:0.054, total+:21, total-:329 @threshold:1.029, sens:0.193, spec:0.974, ppv:0.696, acc:0.789, f1:0.302, mcc:0.046, total+:23, total-:327 @threshold:0.965, sens:0.205, spec:0.974, ppv:0.708, acc:0.791, f1:0.318, mcc:0.049, total+:24, total-:326 @threshold:0.756, sens:0.229, spec:0.970, ppv:0.704, acc:0.794, f1:0.345, mcc:0.045, total+:27, total-:323 @threshold:0.731, sens:0.241, spec:0.970, ppv:0.714, acc:0.797, f1:0.360, mcc:0.047, total+:28, total-:322 @threshold:0.704, sens:0.241, spec:0.966, ppv:0.690, acc:0.794, f1:0.357, mcc:0.040, total+:29, total-:321 @threshold:0.694, sens:0.253, spec:0.966, ppv:0.700, acc:0.797, f1:0.372, mcc:0.042, total+:30, total-:320 @threshold:0.691, sens:0.253, spec:0.963, ppv:0.677, acc:0.794, f1:0.368, mcc:0.037, total+:31, total-:319 @threshold:0.680, sens:0.265, spec:0.963, ppv:0.688, acc:0.797, f1:0.383, mcc:0.038, total+:32, total-:318 @threshold:0.672, sens:0.265, spec:0.959, ppv:0.667, acc:0.794, f1:0.379, mcc:0.034, total+:33, total-:317 @threshold:0.659, sens:0.277, spec:0.959, ppv:0.676, acc:0.797, f1:0.393, mcc:0.035, total+:34, total-:316 @threshold:0.657, sens:0.277, spec:0.955, ppv:0.657, acc:0.794, f1:0.390, mcc:0.031, total+:35, total-:315 @threshold:0.655, sens:0.289, spec:0.955, ppv:0.667, acc:0.797, f1:0.403, mcc:0.032, total+:36, total-:314 @threshold:0.630, sens:0.301, spec:0.951, ppv:0.658, acc:0.797, f1:0.413, mcc:0.030, total+:38, total-:312 @threshold:0.612, sens:0.313, spec:0.951, ppv:0.667, acc:0.800, f1:0.426, mcc:0.031, total+:39, total-:311 @threshold:0.597, sens:0.313, spec:0.948, ppv:0.650, acc:0.797, f1:0.423, mcc:0.028, total+:40, total-:310 @threshold:0.581, sens:0.325, spec:0.944, ppv:0.643, acc:0.797, f1:0.432, mcc:0.027, total+:42, total-:308 @threshold:0.551, sens:0.337, spec:0.940, ppv:0.636, acc:0.797, f1:0.441, mcc:0.025, total+:44, total-:306 @threshold:0.537, sens:0.349, spec:0.936, ppv:0.630, acc:0.797, f1:0.450, mcc:0.024, total+:46, total-:304 @threshold:0.536, sens:0.349, spec:0.933, ppv:0.617, acc:0.794, f1:0.446, mcc:0.022, total+:47, total-:303 @threshold:0.530, sens:0.361, spec:0.933, ppv:0.625, acc:0.797, f1:0.458, mcc:0.023, total+:48, total-:302 @threshold:0.514, sens:0.361, spec:0.929, ppv:0.612, acc:0.794, f1:0.455, mcc:0.021, total+:49, total-:301 @threshold:0.502, sens:0.373, spec:0.925, ppv:0.608, acc:0.794, f1:0.463, mcc:0.021, total+:51, total-:299 @threshold:0.501, sens:0.373, spec:0.921, ppv:0.596, acc:0.791, f1:0.459, mcc:0.019, total+:52, total-:298 @threshold:0.467, sens:0.386, spec:0.899, ppv:0.542, acc:0.777, f1:0.451, mcc:0.014, total+:59, total-:291 @threshold:0.462, sens:0.386, spec:0.895, ppv:0.533, acc:0.774, f1:0.448, mcc:0.013, total+:60, total-:290 @threshold:0.443, sens:0.398, spec:0.888, ppv:0.524, acc:0.771, f1:0.452, mcc:0.012, total+:63, total-:287 @threshold:0.442, sens:0.398, spec:0.884, ppv:0.516, acc:0.769, f1:0.449, mcc:0.012, total+:64, total-:286 @threshold:0.437, sens:0.410, spec:0.884, ppv:0.523, acc:0.771, f1:0.459, mcc:0.012, total+:65, total-:285 @threshold:0.429, sens:0.410, spec:0.880, ppv:0.515, acc:0.769, f1:0.456, mcc:0.012, total+:66, total-:284 @threshold:0.426, sens:0.422, spec:0.876, ppv:0.515, acc:0.769, f1:0.464, mcc:0.011, total+:68, total-:282 @threshold:0.421, sens:0.434, spec:0.873, ppv:0.514, acc:0.769, f1:0.471, mcc:0.011, total+:70, total-:280 @threshold:0.398, sens:0.446, spec:0.858, ppv:0.493, acc:0.760, f1:0.468, mcc:0.010, total+:75, total-:275 @threshold:0.393, sens:0.446, spec:0.854, ppv:0.487, acc:0.757, f1:0.465, mcc:0.009, total+:76, total-:274 @threshold:0.380, sens:0.458, spec:0.854, ppv:0.494, acc:0.760, f1:0.475, mcc:0.010, total+:77, total-:273 @threshold:0.374, sens:0.458, spec:0.850, ppv:0.487, acc:0.757, f1:0.472, mcc:0.009, total+:78, total-:272 @threshold:0.371, sens:0.470, spec:0.850, ppv:0.494, acc:0.760, f1:0.481, mcc:0.010, total+:79, total-:271 @threshold:0.365, sens:0.470, spec:0.846, ppv:0.487, acc:0.757, f1:0.479, mcc:0.009, total+:80, total-:270 @threshold:0.360, sens:0.482, spec:0.846, ppv:0.494, acc:0.760, f1:0.488, mcc:0.010, total+:81, total-:269 @threshold:0.357, sens:0.482, spec:0.843, ppv:0.488, acc:0.757, f1:0.485, mcc:0.009, total+:82, total-:268 @threshold:0.344, sens:0.494, spec:0.843, ppv:0.494, acc:0.760, f1:0.494, mcc:0.010, total+:83, total-:267 @threshold:0.343, sens:0.494, spec:0.839, ppv:0.488, acc:0.757, f1:0.491, mcc:0.009, total+:84, total-:266 @threshold:0.338, sens:0.506, spec:0.835, ppv:0.488, acc:0.757, f1:0.497, mcc:0.009, total+:86, total-:264 @threshold:0.336, sens:0.506, spec:0.831, ppv:0.483, acc:0.754, f1:0.494, mcc:0.009, total+:87, total-:263 @threshold:0.320, sens:0.518, spec:0.828, ppv:0.483, acc:0.754, f1:0.500, mcc:0.009, total+:89, total-:261 @threshold:0.313, sens:0.518, spec:0.824, ppv:0.478, acc:0.751, f1:0.497, mcc:0.008, total+:90, total-:260 @threshold:0.300, sens:0.530, spec:0.813, ppv:0.468, acc:0.746, f1:0.497, mcc:0.008, total+:94, total-:256 @threshold:0.292, sens:0.542, spec:0.809, ppv:0.469, acc:0.746, f1:0.503, mcc:0.008, total+:96, total-:254 @threshold:0.281, sens:0.554, spec:0.801, ppv:0.465, acc:0.743, f1:0.505, mcc:0.008, total+:99, total-:251 @threshold:0.278, sens:0.566, spec:0.798, ppv:0.465, acc:0.743, f1:0.511, mcc:0.008, total+:101, total-:249 @threshold:0.275, sens:0.578, spec:0.798, ppv:0.471, acc:0.746, f1:0.519, mcc:0.008, total+:102, total-:248 @threshold:0.266, sens:0.590, spec:0.794, ppv:0.471, acc:0.746, f1:0.524, mcc:0.008, total+:104, total-:246 @threshold:0.248, sens:0.602, spec:0.775, ppv:0.455, acc:0.734, f1:0.518, mcc:0.007, total+:110, total-:240 @threshold:0.246, sens:0.602, spec:0.772, ppv:0.450, acc:0.731, f1:0.515, mcc:0.007, total+:111, total-:239 @threshold:0.246, sens:0.614, spec:0.772, ppv:0.455, acc:0.734, f1:0.523, mcc:0.007, total+:112, total-:238 @threshold:0.243, sens:0.614, spec:0.768, ppv:0.451, acc:0.731, f1:0.520, mcc:0.007, total+:113, total-:237 @threshold:0.240, sens:0.627, spec:0.768, ppv:0.456, acc:0.734, f1:0.528, mcc:0.007, total+:114, total-:236 @threshold:0.238, sens:0.627, spec:0.764, ppv:0.452, acc:0.731, f1:0.525, mcc:0.007, total+:115, total-:235 @threshold:0.207, sens:0.639, spec:0.749, ppv:0.442, acc:0.723, f1:0.522, mcc:0.006, total+:120, total-:230 @threshold:0.205, sens:0.639, spec:0.745, ppv:0.438, acc:0.720, f1:0.520, mcc:0.006, total+:121, total-:229 @threshold:0.176, sens:0.651, spec:0.727, ppv:0.425, acc:0.709, f1:0.514, mcc:0.006, total+:127, total-:223 @threshold:0.175, sens:0.651, spec:0.723, ppv:0.422, acc:0.706, f1:0.512, mcc:0.006, total+:128, total-:222 @threshold:0.160, sens:0.663, spec:0.697, ppv:0.404, acc:0.689, f1:0.502, mcc:0.005, total+:136, total-:214 @threshold:0.148, sens:0.663, spec:0.693, ppv:0.401, acc:0.686, f1:0.500, mcc:0.005, total+:137, total-:213 @threshold:0.118, sens:0.675, spec:0.678, ppv:0.394, acc:0.677, f1:0.498, mcc:0.005, total+:142, total-:208 @threshold:0.112, sens:0.675, spec:0.674, ppv:0.392, acc:0.674, f1:0.496, mcc:0.005, total+:143, total-:207 @threshold:0.085, sens:0.687, spec:0.640, ppv:0.373, acc:0.651, f1:0.483, mcc:0.004, total+:153, total-:197 @threshold:0.082, sens:0.687, spec:0.637, ppv:0.370, acc:0.649, f1:0.481, mcc:0.004, total+:154, total-:196 @threshold:0.046, sens:0.699, spec:0.607, ppv:0.356, acc:0.629, f1:0.472, mcc:0.003, total+:163, total-:187 @threshold:0.029, sens:0.699, spec:0.603, ppv:0.354, acc:0.626, f1:0.470, mcc:0.003, total+:164, total-:186 @threshold:0.007, sens:0.711, spec:0.588, ppv:0.349, acc:0.617, f1:0.468, mcc:0.003, total+:169, total-:181 @threshold:0.003, sens:0.711, spec:0.584, ppv:0.347, acc:0.614, f1:0.466, mcc:0.003, total+:170, total-:180 @threshold:0.002, sens:0.723, spec:0.584, ppv:0.351, acc:0.617, f1:0.472, mcc:0.003, total+:171, total-:179 @threshold:-0.000, sens:0.723, spec:0.581, ppv:0.349, acc:0.614, f1:0.471, mcc:0.003, total+:172, total-:178 @threshold:-0.022, sens:0.735, spec:0.547, ppv:0.335, acc:0.591, f1:0.460, mcc:0.003, total+:182, total-:168 @threshold:-0.024, sens:0.735, spec:0.543, ppv:0.333, acc:0.589, f1:0.459, mcc:0.003, total+:183, total-:167 @threshold:-0.032, sens:0.747, spec:0.539, ppv:0.335, acc:0.589, f1:0.463, mcc:0.003, total+:185, total-:165 @threshold:-0.038, sens:0.759, spec:0.536, ppv:0.337, acc:0.589, f1:0.467, mcc:0.003, total+:187, total-:163 @threshold:-0.067, sens:0.771, spec:0.521, ppv:0.333, acc:0.580, f1:0.465, mcc:0.003, total+:192, total-:158 @threshold:-0.071, sens:0.783, spec:0.517, ppv:0.335, acc:0.580, f1:0.469, mcc:0.003, total+:194, total-:156 @threshold:-0.098, sens:0.795, spec:0.494, ppv:0.328, acc:0.566, f1:0.465, mcc:0.003, total+:201, total-:149 @threshold:-0.100, sens:0.795, spec:0.491, ppv:0.327, acc:0.563, f1:0.463, mcc:0.003, total+:202, total-:148 @threshold:-0.102, sens:0.807, spec:0.479, ppv:0.325, acc:0.557, f1:0.464, mcc:0.003, total+:206, total-:144 @threshold:-0.102, sens:0.807, spec:0.476, ppv:0.324, acc:0.554, f1:0.462, mcc:0.003, total+:207, total-:143 @threshold:-0.109, sens:0.819, spec:0.476, ppv:0.327, acc:0.557, f1:0.467, mcc:0.003, total+:208, total-:142 @threshold:-0.112, sens:0.819, spec:0.472, ppv:0.325, acc:0.554, f1:0.466, mcc:0.003, total+:209, total-:141 @threshold:-0.115, sens:0.831, spec:0.472, ppv:0.329, acc:0.557, f1:0.471, mcc:0.003, total+:210, total-:140 @threshold:-0.116, sens:0.831, spec:0.468, ppv:0.327, acc:0.554, f1:0.469, mcc:0.003, total+:211, total-:139 @threshold:-0.134, sens:0.843, spec:0.457, ppv:0.326, acc:0.549, f1:0.470, mcc:0.003, total+:215, total-:135 @threshold:-0.142, sens:0.867, spec:0.453, ppv:0.330, acc:0.551, f1:0.478, mcc:0.003, total+:218, total-:132 @threshold:-0.143, sens:0.880, spec:0.453, ppv:0.333, acc:0.554, f1:0.483, mcc:0.003, total+:219, total-:131 @threshold:-0.148, sens:0.892, spec:0.449, ppv:0.335, acc:0.554, f1:0.487, mcc:0.003, total+:221, total-:129 @threshold:-0.190, sens:0.904, spec:0.427, ppv:0.329, acc:0.540, f1:0.482, mcc:0.003, total+:228, total-:122 @threshold:-0.193, sens:0.904, spec:0.423, ppv:0.328, acc:0.537, f1:0.481, mcc:0.003, total+:229, total-:121 @threshold:-0.306, sens:0.916, spec:0.367, ppv:0.310, acc:0.497, f1:0.463, mcc:0.003, total+:245, total-:105 @threshold:-0.309, sens:0.916, spec:0.363, ppv:0.309, acc:0.494, f1:0.462, mcc:0.003, total+:246, total-:104 @threshold:-0.328, sens:0.928, spec:0.348, ppv:0.307, acc:0.486, f1:0.461, mcc:0.003, total+:251, total-:99 @threshold:-0.328, sens:0.928, spec:0.345, ppv:0.306, acc:0.483, f1:0.460, mcc:0.003, total+:252, total-:98 @threshold:-0.337, sens:0.940, spec:0.341, ppv:0.307, acc:0.483, f1:0.463, mcc:0.003, total+:254, total-:96 @threshold:-0.343, sens:0.940, spec:0.337, ppv:0.306, acc:0.480, f1:0.462, mcc:0.003, total+:255, total-:95 @threshold:-0.346, sens:0.952, spec:0.333, ppv:0.307, acc:0.480, f1:0.465, mcc:0.003, total+:257, total-:93 @threshold:-0.346, sens:0.952, spec:0.330, ppv:0.306, acc:0.477, f1:0.463, mcc:0.003, total+:258, total-:92 @threshold:-0.436, sens:0.964, spec:0.273, ppv:0.292, acc:0.437, f1:0.448, mcc:0.002, total+:274, total-:76 @threshold:-0.436, sens:0.964, spec:0.270, ppv:0.291, acc:0.434, f1:0.447, mcc:0.002, total+:275, total-:75 @threshold:-0.436, sens:0.976, spec:0.270, ppv:0.293, acc:0.437, f1:0.451, mcc:0.003, total+:276, total-:74 @threshold:-0.438, sens:0.976, spec:0.266, ppv:0.292, acc:0.434, f1:0.450, mcc:0.003, total+:277, total-:73 @threshold:-0.457, sens:0.988, spec:0.258, ppv:0.293, acc:0.431, f1:0.452, mcc:0.003, total+:280, total-:70 @threshold:-0.465, sens:0.988, spec:0.255, ppv:0.292, acc:0.429, f1:0.451, mcc:0.003, total+:281, total-:69 @threshold:-0.883, sens:1.000, spec:0.004, ppv:0.238, acc:0.240, f1:0.384, mcc:0.002, total+:349, total-:1 * Vital: BMI-latest | coef 0.075 95% CI: [0.064 , 0.087] | OR_adj 1.078 [1.066 1.090] | occ: 1672 | OR_unadj: 4.483 [3.496 5.747] | indivs AUC:0.731 Correlated most with: Diagnosis:9ccs95:Oth nerv dx:-0.085 Diagnosis:9ccs128:Asthma:0.083 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.078 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.075 Maternal Maternal Lab History: WBC-otherPregnancy:0.074 Maternal Maternal Lab History: IRON-postPregnancy:-0.073 Maternal Vital: Wt-postPregnancy:0.071 Diagnosis:9ccs138:Esophgeal dx:-0.071 Maternal Diagnosis:9ccs5:HIV infectn:-0.070 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.069 * Vital: Wt for Len Percentile-gain0to24 | coef 0.037 95% CI: [0.030 , 0.044] | OR_adj 1.037 [1.030 1.045] | occ: 1392 | OR_unadj: 3.861 [3.032 4.917] | indivs AUC:0.753 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.102 Maternal Vital: Wt-postPregnancy:0.092 Diagnosis:9ccs128:Asthma:0.080 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.070 Diagnosis:9ccs243:Poisn nonmed:0.068 Diagnosis:9ccs95:Oth nerv dx:-0.066 Maternal Diagnosis:9ccs184:Early labor:-0.064 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.063 Diagnosis:9ccs246:FUO:0.062 Diagnosis:9ccs133:Oth low resp:0.061 * Vital: BMI-gain0to24 | coef 0.034 95% CI: [0.027 , 0.040] | OR_adj 1.034 [1.028 1.041] | occ: 1391 | OR_unadj: 4.247 [3.349 5.386] | indivs AUC:0.749 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.109 Diagnosis:9ccs58:Ot nutrit dx:0.096 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.089 Diagnosis:9ccs128:Asthma:0.085 Maternal Vital: Wt-postPregnancy:0.084 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.078 Diagnosis:9ccs95:Oth nerv dx:-0.075 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.073 Maternal Maternal Lab History: WBC-otherPregnancy:0.072 Maternal Diagnosis:9ccs185:Long pregncy:0.071 * Vital: Wt for Length ZScore-avg19to24 | coef 0.032 95% CI: [0.026 , 0.037] | OR_adj 1.032 [1.026 1.038] | occ: 1392 | OR_unadj: 4.002 [3.155 5.076] | indivs AUC:0.774 Correlated most with: Maternal Vital: Wt-postPregnancy:0.103 Maternal Diagnosis:9ccs185:Long pregncy:0.083 Maternal Maternal Lab History: WBC-otherPregnancy:0.081 Diagnosis:9ccs128:Asthma:0.079 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.077 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.076 Maternal Diagnosis:9ccs184:Early labor:-0.071 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.067 Diagnosis:9ccs246:FUO:0.066 Diagnosis:9ccs138:Esophgeal dx:-0.065 * Vital: BMI-avg19to24 | coef 0.031 95% CI: [0.024 , 0.038] | OR_adj 1.031 [1.024 1.038] | occ: 1397 | OR_unadj: 4.344 [3.423 5.512] | indivs AUC:0.762 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.105 Diagnosis:9ccs58:Ot nutrit dx:0.094 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.089 Maternal Vital: Wt-postPregnancy:0.086 Diagnosis:9ccs128:Asthma:0.084 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.074 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.073 Diagnosis:9ccs95:Oth nerv dx:-0.073 Maternal Diagnosis:9ccs185:Long pregncy:0.073 Diagnosis:9ccs243:Poisn nonmed:0.072 * Vital: Wt for Length ZScore-latest | coef 0.030 95% CI: [0.026 , 0.034] | OR_adj 1.031 [1.026 1.035] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.761 Correlated most with: Diagnosis:9ccs128:Asthma:0.102 Maternal Maternal Lab History: WBC-otherPregnancy:0.089 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.086 Maternal Vital: Wt-postPregnancy:0.085 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.083 Diagnosis:9ccs95:Oth nerv dx:-0.083 Maternal Diagnosis:9ccs185:Long pregncy:0.082 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.081 Number of Visits:0.073 Maternal Maternal Lab History: IRON-postPregnancy:-0.071 * Vital: Wt for Length ZScore-gain0to24 | coef 0.030 95% CI: [0.026 , 0.034] | OR_adj 1.030 [1.026 1.035] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.761 Correlated most with: Diagnosis:9ccs128:Asthma:0.102 Maternal Maternal Lab History: WBC-otherPregnancy:0.089 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.086 Maternal Vital: Wt-postPregnancy:0.085 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.083 Diagnosis:9ccs95:Oth nerv dx:-0.083 Maternal Diagnosis:9ccs185:Long pregncy:0.082 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.081 Number of Visits:0.073 Maternal Maternal Lab History: IRON-postPregnancy:-0.071 * Vital: Wt for Len Percentile-latest | coef 0.026 95% CI: [0.020 , 0.032] | OR_adj 1.026 [1.020 1.033] | occ: 1601 | OR_unadj: 4.255 [3.294 5.497] | indivs AUC:0.751 Correlated most with: Diagnosis:9ccs128:Asthma:0.102 Maternal Diagnosis:9ccs185:Long pregncy:0.092 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.080 Diagnosis:9ccs95:Oth nerv dx:-0.074 Diagnosis:9ccs138:Esophgeal dx:-0.073 Maternal Vital: Wt-postPregnancy:0.072 Maternal Maternal Lab History: MCH-postPregnancy:-0.071 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.070 Maternal Maternal Lab History: IRON-postPregnancy:-0.069 Maternal Maternal Lab History: WBC-otherPregnancy:0.068 * Vital: Wt for Len Percentile-avg19to24 | coef 0.025 95% CI: [0.020 , 0.031] | OR_adj 1.026 [1.020 1.031] | occ: 1398 | OR_unadj: 3.884 [3.049 4.948] | indivs AUC:0.767 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.104 Maternal Vital: Wt-postPregnancy:0.093 Diagnosis:9ccs128:Asthma:0.082 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.071 Diagnosis:9ccs243:Poisn nonmed:0.069 Maternal Diagnosis:9ccs184:Early labor:-0.065 Diagnosis:9ccs95:Oth nerv dx:-0.064 Diagnosis:9ccs246:FUO:0.062 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.062 Maternal Maternal Lab History: WBC-otherPregnancy:0.061 * Vital: Wt-latest | coef 0.022 95% CI: [0.018 , 0.026] | OR_adj 1.022 [1.018 1.026] | occ: 1677 | OR_unadj: 4.020 [3.127 5.168] | indivs AUC:0.703 Correlated most with: Number of Visits:0.362 Diagnosis:9ccs126:Ot up rsp in:0.282 Diagnosis:9ccs92:Otitis media:0.237 Diagnosis:9ccs10:Immuniz/scrn:0.219 Diagnosis:9ccs128:Asthma:0.149 Diagnosis:9ccs257:Ot aftercare:0.137 Diagnosis:9ccs7:Viral infect:0.137 Diagnosis:9ccs125:Bronchitis:0.134 Diagnosis:9ccs135:Intest infct:0.133 Diagnosis:9ccs122:Pneumonia:0.116 * Vital: Wt-avg19to24 | coef 0.017 95% CI: [0.013 , 0.020] | OR_adj 1.017 [1.013 1.020] | occ: 1417 | OR_unadj: 4.067 [3.209 5.154] | indivs AUC:0.749 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.102 Maternal Diagnosis:9ccs184:Early labor:-0.098 Maternal Vital: Wt-postPregnancy:0.098 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.088 Maternal Maternal Lab History: WBC-otherPregnancy:0.086 Newborn Diagnosis:9ccs191:Amnios dx:0.086 Diagnosis:9ccs128:Asthma:0.083 Newborn Diagnosis:9ccs219:Low birth wt:-0.079 Maternal Diagnosis:9ccs188:Pelvic obstr:0.078 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.075 * Vital: BMI-avg16to19 | coef 0.016 95% CI: [0.013 , 0.019] | OR_adj 1.016 [1.013 1.019] | occ: 1293 | OR_unadj: 3.189 [2.527 4.025] | indivs AUC:0.723 Correlated most with: Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.090 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.076 Maternal Maternal Lab History: WBC-otherPregnancy:0.076 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.069 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.066 Newborn Diagnosis:9ccs191:Amnios dx:0.066 Maternal Maternal Lab History: CREATININE-postPregnancy:0.064 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.064 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.063 Maternal Maternal Lab History: RUBELLA-postPregnancy:0.063 * Vital: Wt Percentile-latest | coef 0.015 95% CI: [0.011 , 0.020] | OR_adj 1.016 [1.011 1.020] | occ: 1034 | OR_unadj: 2.653 [2.104 3.345] | indivs AUC:0.695 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.096 Maternal Maternal Lab History: IRON-postPregnancy:-0.096 Diagnosis:9ccs128:Asthma:0.091 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:-0.084 Maternal Vital: Wt-postPregnancy:0.083 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.075 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.070 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.070 Diagnosis:9ccs136:Teeth dx:-0.070 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.069 * Vital: Wt for Length ZScore-avg16to19 | coef 0.013 95% CI: [0.011 , 0.016] | OR_adj 1.013 [1.011 1.016] | occ: 1292 | OR_unadj: 3.143 [2.490 3.966] | indivs AUC:0.718 Correlated most with: Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.086 Maternal Maternal Lab History: WBC-otherPregnancy:0.085 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.084 Maternal Diagnosis:9ccs185:Long pregncy:0.073 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:-0.073 MatDeliveryAge:-0.071 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.071 Maternal Maternal Lab History: CREATININE-postPregnancy:0.069 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.067 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.065 * Vital: Wt-gain0to24 | coef 0.013 95% CI: [0.011 , 0.015] | OR_adj 1.013 [1.011 1.016] | occ: 1411 | OR_unadj: 3.949 [3.118 5.001] | indivs AUC:0.735 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.102 Maternal Vital: Wt-postPregnancy:0.101 Maternal Diagnosis:9ccs184:Early labor:-0.095 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.091 Newborn Diagnosis:9ccs191:Amnios dx:0.090 Maternal Maternal Lab History: WBC-otherPregnancy:0.088 Diagnosis:9ccs128:Asthma:0.084 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.078 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.078 Maternal Diagnosis:9ccs188:Pelvic obstr:0.077 * Vital: Wt for Len Percentile-avg16to19 | coef 0.013 95% CI: [0.009 , 0.017] | OR_adj 1.013 [1.009 1.017] | occ: 1294 | OR_unadj: 3.224 [2.551 4.073] | indivs AUC:0.735 Correlated most with: MatDeliveryAge:-0.089 Maternal Vital: Wt-postPregnancy:0.088 Maternal Diagnosis:9ccs185:Long pregncy:0.086 Maternal Maternal Lab History: WBC-otherPregnancy:0.078 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.076 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.076 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.076 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.075 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.075 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.074 * Vital: Wt-avg16to19 | coef 0.010 95% CI: [0.007 , 0.014] | OR_adj 1.010 [1.007 1.014] | occ: 1323 | OR_unadj: 3.040 [2.410 3.836] | indivs AUC:0.708 Correlated most with: Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.104 Maternal Maternal Lab History: WBC-otherPregnancy:0.098 Maternal Diagnosis:9ccs185:Long pregncy:0.097 Maternal Vital: Wt-postPregnancy:0.083 Maternal Maternal Lab History: CREATININE-postPregnancy:0.081 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:0.079 Maternal Diagnosis:9ccs184:Early labor:-0.078 Diagnosis:9ccs143:Abdom hernia:0.077 Newborn Diagnosis:9ccs219:Low birth wt:-0.074 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.074 MatDeliveryAge | coef 0.010 95% CI: [0.009 , 0.011] | OR_adj 1.010 [1.009 1.011] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.529 Correlated most with: MatDeliveryAge:1.000 Maternal Diagnosis:9ccs176:Contraceptiv:0.243 Maternal Diagnosis:9ccs186:DM in preg:0.233 Maternal Diagnosis:9ccs189:Prev c-sectn:0.193 Maternal Diagnosis:9ccs195:Ot compl bir:0.147 Newborn Diagnosis:9ccs259:Unclassified:0.132 Maternal Diagnosis:9ccs49:DiabMel no c:0.121 Number of Visits:0.107 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.104 Maternal Maternal Lab History: CREATININE-postPregnancy:0.104 * Vital: Wt-avg0to1 | coef 0.009 95% CI: [0.007 , 0.012] | OR_adj 1.010 [1.007 1.012] | occ: 1356 | OR_unadj: 1.489 [1.184 1.873] | indivs AUC:0.573 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.352 Maternal Diagnosis:9ccs184:Early labor:-0.345 Diagnosis:9ccs219:Low birth wt:-0.282 Maternal Diagnosis:9ccs185:Long pregncy:0.261 Maternal Diagnosis:9ccs183:HTN in preg:-0.159 Lab:297262 HEMOGLOBIN (HEMOCUE):0.131 Newborn Diagnosis:9ccs221:Resp distres:-0.123 Newborn Diagnosis:9ccs222:Perint jaund:-0.114 Maternal Diagnosis:9ccs190:Fetal distrs:0.110 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.106 * Vital: Wt for Length Zscore-avg10to13 | coef 0.008 95% CI: [0.006 , 0.010] | OR_adj 1.008 [1.006 1.010] | occ: 1403 | OR_unadj: 2.480 [1.970 3.122] | indivs AUC:0.670 Correlated most with: Diagnosis:9ccs128:Asthma:0.092 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.091 Newborn Diagnosis:9ccs191:Amnios dx:0.089 Maternal Maternal Procedure History:86580-otherPregnancy:-0.079 MatDeliveryAge:-0.078 Diagnosis:9ccs95:Oth nerv dx:-0.075 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.071 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.069 Maternal Maternal Lab History: WBC-otherPregnancy:0.069 Maternal Maternal Procedure History:S9470-postPregnancy:0.068 Number of Visits | coef 0.008 95% CI: [0.006 , 0.009] | OR_adj 1.008 [1.006 1.010] | occ: 1696 | OR_unadj: 0.956 [0.759 1.205] | indivs AUC:0.444 Correlated most with: Number of Visits:1.000 Diagnosis:9ccs126:Ot up rsp in:0.440 Diagnosis:9ccs7:Viral infect:0.408 Diagnosis:9ccs92:Otitis media:0.404 Diagnosis:9ccs257:Ot aftercare:0.371 Diagnosis:9ccs155:Other GI dx:0.323 Diagnosis:9ccs133:Oth low resp:0.321 Diagnosis:9ccs128:Asthma:0.320 Diagnosis:9ccs253:Allergy:0.299 Diagnosis:9ccs135:Intest infct:0.295 * Vital: Wt for Length ZScore-avg13to16 | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 1285 | OR_unadj: 2.287 [1.818 2.877] | indivs AUC:0.673 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.090 Maternal Diagnosis:9ccs188:Pelvic obstr:0.083 Diagnosis:9ccs143:Abdom hernia:0.081 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:-0.079 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.073 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.070 Diagnosis:9ccs128:Asthma:0.069 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.068 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.068 Maternal Maternal Lab History: MCH-postPregnancy:-0.067 * Vital: Wt for Length ZScore-avg7to10 | coef 0.007 95% CI: [0.004 , 0.010] | OR_adj 1.007 [1.004 1.010] | occ: 1346 | OR_unadj: 2.147 [1.708 2.700] | indivs AUC:0.675 Correlated most with: Diagnosis:9ccs128:Asthma:0.096 Diagnosis:9ccs95:Oth nerv dx:-0.088 Newborn Diagnosis:9ccs191:Amnios dx:0.084 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.083 Maternal Vital: Ht-postPregnancy:-0.081 Diagnosis:9ccs125:Bronchitis:0.080 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.075 Maternal Maternal Procedure History:S9470-postPregnancy:0.075 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.074 Maternal Maternal Lab History: URINE PH-otherPregnancy:-0.074 * Vital: BMI-avg10to13 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 1400 | OR_unadj: 2.301 [1.830 2.895] | indivs AUC:0.648 Correlated most with: Diagnosis:9ccs128:Asthma:0.101 Newborn Diagnosis:9ccs191:Amnios dx:0.094 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.091 Diagnosis:9ccs246:FUO:-0.079 MatDeliveryAge:-0.077 Maternal Maternal Procedure History:86580-otherPregnancy:-0.075 Diagnosis:9ccs95:Oth nerv dx:-0.071 Diagnosis:9ccs143:Abdom hernia:0.068 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.067 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.065 * Vital: BMI-avg7to10 | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1342 | OR_unadj: 2.069 [1.645 2.602] | indivs AUC:0.677 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.104 Diagnosis:9ccs128:Asthma:0.087 Maternal Maternal Procedure History:S9470-postPregnancy:0.087 Diagnosis:9ccs125:Bronchitis:0.084 Maternal Vital: Ht-postPregnancy:-0.083 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.077 Maternal Maternal Lab History: URINE PH-otherPregnancy:-0.077 Maternal Maternal Lab History: APTT-postPregnancy:-0.077 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.077 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.076 * Vital: Wt-avg1to3 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.008] | occ: 1388 | OR_unadj: 1.947 [1.549 2.448] | indivs AUC:0.580 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.301 Maternal Diagnosis:9ccs184:Early labor:-0.294 Diagnosis:9ccs219:Low birth wt:-0.233 Maternal Diagnosis:9ccs185:Long pregncy:0.167 Newborn Diagnosis:9ccs221:Resp distres:-0.122 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117 Newborn Diagnosis:9ccs222:Perint jaund:-0.116 Newborn Diagnosis:9ccs253:Allergy:-0.104 Lab:297262 HEMOGLOBIN (HEMOCUE):0.103 Maternal Diagnosis:9ccs183:HTN in preg:-0.096 * Vital: Wt-gain13to19 | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1448 | OR_unadj: 1.720 [1.369 2.161] | indivs AUC:0.588 Correlated most with: Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.070 Maternal Diagnosis:9ccs183:HTN in preg:-0.065 Diagnosis:9ccs243:Poisn nonmed:0.065 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:0.063 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.063 Maternal Vital: RR-otherPregnancy:-0.062 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.062 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.059 Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:-0.056 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.055 * Vital: BMI-avg13to16 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1283 | OR_unadj: 2.266 [1.799 2.852] | indivs AUC:0.652 Correlated most with: Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.086 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.085 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.075 Maternal Diagnosis:9ccs188:Pelvic obstr:0.075 Diagnosis:9ccs143:Abdom hernia:0.075 Maternal Maternal Lab History: APF MoM-postPregnancy:-0.075 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.073 MatDeliveryAge:-0.071 Maternal Maternal Lab History: MCH-postPregnancy:-0.070 Diagnosis:9ccs128:Asthma:0.069 Vital: Temp-avg19to24 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1411 | OR_unadj: 1.141 [0.859 1.515] | indivs AUC:0.484 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.128 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.127 Diagnosis:9ccs113:Late eff CVD:-0.094 Diagnosis:9ccs239:Superfic inj:-0.084 Diagnosis:9ccs10:Immuniz/scrn:-0.083 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.082 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.082 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.077 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.077 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.075 * Vital: BMI-avg0to1 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1349 | OR_unadj: 1.526 [1.213 1.918] | indivs AUC:0.584 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.268 Maternal Diagnosis:9ccs184:Early labor:-0.261 Diagnosis:9ccs219:Low birth wt:-0.212 Maternal Diagnosis:9ccs185:Long pregncy:0.190 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.123 Maternal Diagnosis:9ccs183:HTN in preg:-0.120 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.103 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.100 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.094 Newborn Diagnosis:9ccs221:Resp distres:-0.094 * Vital: BMI Percentile-avg19to24 | coef 0.005 95% CI: [0.003 , 0.008] | OR_adj 1.005 [1.003 1.008] | occ: 275 | OR_unadj: 2.882 [2.032 4.086] | indivs AUC:0.597 Correlated most with: Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.100 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.090 Newborn Diagnosis:9ccs253:Allergy:-0.086 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.085 Diagnosis:9ccs48:Thyroid dsor:-0.077 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.077 Diagnosis:9ccs58:Ot nutrit dx:0.074 Maternal Maternal Procedure History:99401-otherPregnancy:0.073 Newborn Diagnosis:9ccs191:Amnios dx:0.069 Maternal Maternal Procedure History:87880-postPregnancy:-0.069 Vital: Temp-latest | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1676 | OR_unadj: 1.157 [0.921 1.453] | indivs AUC:0.495 Correlated most with: Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.108 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.099 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.098 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.086 Diagnosis:9ccs83:Epilepsy/cnv:0.083 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.083 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.081 Diagnosis:9ccs124:Tonsillitis:0.081 Maternal Maternal Lab History: PTT-otherPregnancy:-0.080 Diagnosis:9ccs154:Gastroent:-0.079 * Vital: Wt-avg10to13 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1417 | OR_unadj: 2.797 [2.219 3.525] | indivs AUC:0.670 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.105 Newborn Diagnosis:9ccs191:Amnios dx:0.091 Maternal Maternal Procedure History:S9470-postPregnancy:0.091 Diagnosis:9ccs128:Asthma:0.084 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.076 Diagnosis:9ccs143:Abdom hernia:0.075 Maternal Maternal Lab History: IRON-postPregnancy:-0.072 Maternal Diagnosis:9ccs190:Fetal distrs:0.071 Maternal Diagnosis:9ccs184:Early labor:-0.069 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.069 Vital: Wt-gain10to16 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1466 | OR_unadj: 0.865 [0.679 1.104] | indivs AUC:0.519 Correlated most with: Maternal Maternal Lab History: APTT-postPregnancy:-0.093 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.087 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.077 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.076 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.074 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.071 Diagnosis:9ccs92:Otitis media:0.070 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.069 Number of Visits:0.068 Lab:292495 LEAD LEVEL - Sunrise:0.067 Vital: Temp-avg10to13 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1421 | OR_unadj: 1.209 [0.963 1.519] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs92:Otitis media:0.139 Diagnosis:9ccs126:Ot up rsp in:0.109 Number of Visits:0.096 Diagnosis:9ccs154:Gastroent:-0.081 Newborn Diagnosis:9ccs223:Birth trauma:0.067 Diagnosis:9ccs124:Tonsillitis:0.064 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.063 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.063 Maternal Maternal Lab History: RDW-otherPregnancy:0.063 Diagnosis:9ccs4:Mycoses:0.062 * Vital: Wt for Len Percentile-avg10to13 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1404 | OR_unadj: 2.684 [2.131 3.381] | indivs AUC:0.669 Correlated most with: Diagnosis:9ccs128:Asthma:0.105 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.090 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080 MatDeliveryAge:-0.077 Newborn Diagnosis:9ccs191:Amnios dx:0.074 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.074 Maternal Diagnosis:9ccs190:Fetal distrs:0.073 Diagnosis:9ccs95:Oth nerv dx:-0.071 Diagnosis:9ccs143:Abdom hernia:0.069 Maternal Diagnosis:9ccs185:Long pregncy:0.069 * Vital: BMI Percentile-latest | coef 0.005 95% CI: [0.002 , 0.007] | OR_adj 1.005 [1.002 1.007] | occ: 247 | OR_unadj: 2.918 [2.034 4.185] | indivs AUC:0.572 Correlated most with: Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.128 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.094 Newborn Diagnosis:9ccs253:Allergy:-0.093 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.088 Diagnosis:9ccs48:Thyroid dsor:-0.084 Maternal Maternal Procedure History:99401-otherPregnancy:0.077 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.074 Diagnosis:9ccs58:Ot nutrit dx:0.073 Maternal Maternal Procedure History:90649-postPregnancy:0.071 Newborn Diagnosis:9ccs191:Amnios dx:0.071 * Vital: BMI-avg1to3 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1370 | OR_unadj: 1.693 [1.347 2.129] | indivs AUC:0.604 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.155 Maternal Diagnosis:9ccs184:Early labor:-0.147 Diagnosis:9ccs219:Low birth wt:-0.133 Diagnosis:9ccs64:Ot hematl dx:0.098 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.092 Diagnosis:9ccs138:Esophgeal dx:-0.091 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.083 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.080 Maternal Diagnosis:9ccs185:Long pregncy:0.080 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.077 Vital: Wt for Length ZScore-gain1to5 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1421 | OR_unadj: 1.022 [0.812 1.287] | indivs AUC:0.481 Correlated most with: Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.104 Maternal Diagnosis:9ccs184:Early labor:0.098 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.087 Maternal Diagnosis:9ccs185:Long pregncy:-0.081 Maternal Vital: Ht-postPregnancy:-0.081 Diagnosis:9ccs198:Ot infl skin:-0.081 Newborn Diagnosis:9ccs221:Resp distres:0.081 Newborn Diagnosis:9ccs219:Low birth wt:0.080 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.079 Diagnosis:9ccs59:Anemia:0.076 * Vital: Wt Percentile-gain0to24 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 914 | OR_unadj: 2.491 [1.969 3.150] | indivs AUC:0.673 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.093 Maternal Vital: Wt-postPregnancy:0.093 Diagnosis:9ccs136:Teeth dx:-0.092 Maternal Maternal Lab History: IRON-postPregnancy:-0.078 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.076 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.075 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:-0.074 Maternal Diagnosis:9ccs184:Early labor:-0.074 Diagnosis:9ccs128:Asthma:0.073 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.070 Vital: BMI-gain5to10 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1471 | OR_unadj: 1.143 [0.910 1.435] | indivs AUC:0.581 Correlated most with: Maternal Maternal Lab History: MPV-postPregnancy:0.101 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.090 Maternal Maternal Lab History: PTT-otherPregnancy:-0.079 Maternal Maternal Lab History: POTASSIUM-postPregnancy:0.079 Maternal Maternal Lab History: INR-postPregnancy:-0.077 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.076 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:-0.075 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.072 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.070 Maternal Maternal Lab History: AST-otherPregnancy:0.070 Vital: Temp-avg13to16 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1321 | OR_unadj: 1.104 [0.599 2.033] | indivs AUC:0.549 Correlated most with: Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.344 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.267 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.234 Number of Visits:-0.231 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.183 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:-0.182 Diagnosis:9ccs255:Social admin:-0.178 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.173 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.172 Diagnosis:9ccs126:Ot up rsp in:-0.170 * Vital: Ht-gain1to5 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1460 | OR_unadj: 0.762 [0.607 0.957] | indivs AUC:0.454 Correlated most with: Number of Visits:0.145 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.117 Diagnosis:9ccs126:Ot up rsp in:0.115 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.102 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.097 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.097 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.085 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.085 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.084 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.082 * Vital: Wt-gain0to3 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1425 | OR_unadj: 1.462 [1.162 1.839] | indivs AUC:0.534 Correlated most with: Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.091 Maternal Maternal Procedure History:99000-otherPregnancy:-0.082 Maternal Maternal Lab History: FREE T3-postPregnancy:0.078 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.076 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.071 Maternal Maternal Lab History: FASTING-otherPregnancy:0.068 Maternal Maternal Lab History: PTT-postPregnancy:-0.068 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.067 Diagnosis:9ccs216:Nerv cong an:-0.067 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.066 * Vital: Wt-avg5to7 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1369 | OR_unadj: 2.216 [1.761 2.787] | indivs AUC:0.613 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:-0.121 Maternal Diagnosis:9ccs185:Long pregncy:0.115 Newborn Diagnosis:9ccs219:Low birth wt:-0.110 Diagnosis:9ccs138:Esophgeal dx:-0.100 Diagnosis:9ccs219:Low birth wt:-0.090 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.084 Diagnosis:9ccs95:Oth nerv dx:-0.084 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.080 Diagnosis:9ccs128:Asthma:0.080 Maternal Maternal Procedure History:S9470-postPregnancy:0.077 Vital: Wt-gain1to5 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1472 | OR_unadj: 0.993 [0.790 1.247] | indivs AUC:0.522 Correlated most with: Number of Visits:0.182 Diagnosis:9ccs126:Ot up rsp in:0.129 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.107 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.095 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.095 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.091 Diagnosis:9ccs257:Ot aftercare:0.090 Lab:297275 STREP RAPID TEST (POCT):-0.085 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.082 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.082 * Vital: BMI-avg5to7 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1341 | OR_unadj: 1.832 [1.456 2.305] | indivs AUC:0.633 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.097 Diagnosis:9ccs128:Asthma:0.092 Maternal Maternal Procedure History:S9470-postPregnancy:0.087 Diagnosis:9ccs95:Oth nerv dx:-0.086 Diagnosis:9ccs143:Abdom hernia:0.085 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.083 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.076 Maternal Vital: Ht-postPregnancy:-0.075 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.075 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.072 Vital: Temp-avg1to3 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1377 | OR_unadj: 1.065 [0.826 1.373] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs257:Ot aftercare:-0.106 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:-0.100 Diagnosis:9ccs7:Viral infect:-0.100 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.093 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:-0.090 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.089 Diagnosis:9ccs134:Ot uppr resp:0.086 Diagnosis:9ccs10:Immuniz/scrn:-0.086 Maternal Maternal Procedure History:99000-otherPregnancy:0.078 Maternal Maternal Lab History: LDL-postPregnancy:-0.074 Vital: Wt for Length ZScore-gain5to10 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1486 | OR_unadj: 1.088 [0.866 1.367] | indivs AUC:0.520 Correlated most with: Diagnosis:9ccs123:Influenza:0.095 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.076 Maternal Maternal Lab History: AMYLASE-postPregnancy:-0.075 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.071 Maternal Maternal Lab History: IRON-postPregnancy:0.065 Maternal Diagnosis:9ccs187:Malposition:-0.064 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.063 Maternal Maternal Lab History: RBC-postPregnancy:-0.061 Lab:292495 LEAD LEVEL - Sunrise:0.059 Maternal Maternal Lab History: ALT-postPregnancy:-0.059 * Vital: Wt-avg3to5 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1344 | OR_unadj: 1.988 [1.580 2.502] | indivs AUC:0.629 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.187 Maternal Diagnosis:9ccs184:Early labor:-0.178 Maternal Diagnosis:9ccs185:Long pregncy:0.149 Diagnosis:9ccs219:Low birth wt:-0.140 Diagnosis:9ccs138:Esophgeal dx:-0.105 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.104 Maternal Maternal Lab History: LIPASE-postPregnancy:0.099 Maternal Maternal Lab History: IRON-postPregnancy:-0.095 Newborn Diagnosis:9ccs253:Allergy:-0.093 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.089 Vital: HC-latest | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1631 | OR_unadj: 1.158 [0.909 1.475] | indivs AUC:0.546 Correlated most with: Number of Visits:0.268 Diagnosis:9ccs126:Ot up rsp in:0.236 Diagnosis:9ccs257:Ot aftercare:0.193 Diagnosis:9ccs92:Otitis media:0.191 Diagnosis:9ccs10:Immuniz/scrn:0.188 Diagnosis:9ccs125:Bronchitis:0.168 Diagnosis:9ccs7:Viral infect:0.160 Diagnosis:9ccs128:Asthma:0.128 Diagnosis:9ccs135:Intest infct:0.113 Diagnosis:9ccs90:Eye infectn:0.110 * Vital: Wt for Length ZScore-avg5to7 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1347 | OR_unadj: 1.778 [1.414 2.235] | indivs AUC:0.617 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.108 Diagnosis:9ccs95:Oth nerv dx:-0.102 Diagnosis:9ccs128:Asthma:0.094 Newborn Diagnosis:9ccs218:Liveborn:0.085 Maternal Vital: Ht-postPregnancy:-0.079 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.077 Maternal Maternal Lab History: MCH-postPregnancy:-0.076 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.076 Maternal Vital: Ht-otherPregnancy:-0.073 Diagnosis:9ccs59:Anemia:0.070 Vital: Wt for Length ZScore-gain7to13 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1479 | OR_unadj: 1.133 [0.902 1.422] | indivs AUC:0.580 Correlated most with: Maternal Vital: Wt Change-postPregnancy:-0.087 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.075 Diagnosis:9ccs138:Esophgeal dx:0.070 Newborn Diagnosis:9ccs218:Liveborn:-0.068 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.066 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.059 Diagnosis:9ccs258:Other screen:-0.059 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:-0.058 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.058 Newborn Diagnosis:9ccs0:No DX:0.057 * Vital: Wt Percentile-avg16to19 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 746 | OR_unadj: 2.004 [1.568 2.561] | indivs AUC:0.605 Correlated most with: Maternal Vital: Wt-postPregnancy:0.092 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.083 Maternal Diagnosis:9ccs185:Long pregncy:0.081 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.080 Maternal Maternal Lab History: IRON-postPregnancy:-0.078 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.076 Diagnosis:9ccs136:Teeth dx:-0.076 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:0.074 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.074 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.070 Vital: Ht-gain0to3 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1419 | OR_unadj: 1.156 [0.909 1.469] | indivs AUC:0.506 Correlated most with: Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.095 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.086 Maternal Maternal Lab History: PTT-postPregnancy:-0.084 Maternal Maternal Lab History: FASTING-otherPregnancy:0.084 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.081 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.080 Maternal Maternal Lab History: FASTING-postPregnancy:0.077 Diagnosis:9ccs8:Oth infectns:0.072 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.071 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.071 * Vital: BMI-avg3to5 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1314 | OR_unadj: 1.808 [1.437 2.274] | indivs AUC:0.635 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.107 Maternal Maternal Procedure History:96372-postPregnancy:-0.100 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.093 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.088 Maternal Maternal Lab History: MCH-postPregnancy:-0.082 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.080 Maternal Maternal Lab History: FASTING-otherPregnancy:-0.078 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.076 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.074 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.074 * Vital: Wt for Length ZScore-avg3to5 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1321 | OR_unadj: 1.681 [1.337 2.114] | indivs AUC:0.639 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.103 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.087 Maternal Maternal Lab History: MCH-postPregnancy:-0.086 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.082 Maternal Vital: Ht-postPregnancy:-0.078 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.074 Maternal Maternal Lab History: MCV-postPregnancy:-0.072 Diagnosis:9ccs59:Anemia:0.070 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.069 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.066 * Vital: BMI-gain0to3 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1416 | OR_unadj: 1.282 [1.019 1.613] | indivs AUC:0.549 Correlated most with: Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.095 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:-0.090 Maternal Maternal Lab History: FASTING-otherPregnancy:0.088 Maternal Maternal Lab History: PTT-postPregnancy:-0.084 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.081 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.078 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.078 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.076 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.074 Maternal Maternal Procedure History:96372-postPregnancy:0.072 * Vital: Wt for Length ZScore-avg1to3 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1377 | OR_unadj: 1.349 [1.074 1.693] | indivs AUC:0.564 Correlated most with: Number of Visits:-0.081 Diagnosis:9ccs138:Esophgeal dx:-0.081 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.079 Maternal Maternal Lab History: SODIUM-postPregnancy:0.075 Maternal Maternal Lab History: PATIENT-postPregnancy:0.074 Maternal Maternal Lab History: MCH-postPregnancy:-0.073 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.073 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.073 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.070 Maternal Vital: RR-otherPregnancy:-0.069 Vital: Temp-avg0to1 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1328 | OR_unadj: 1.360 [0.970 1.906] | indivs AUC:0.573 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.159 Diagnosis:9ccs255:Social admin:-0.118 Diagnosis:9ccs95:Oth nerv dx:-0.116 Diagnosis:9ccs76:Meningitis:-0.098 Diagnosis:9ccs7:Viral infect:-0.093 Diagnosis:9ccs166:Oth male gen:-0.083 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.079 Diagnosis:9ccs198:Ot infl skin:-0.076 Diagnosis:9ccs257:Ot aftercare:-0.074 Diagnosis:9ccs125:Bronchitis:-0.071 * Vital: Wt-gain16to24 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1468 | OR_unadj: 1.821 [1.385 2.394] | indivs AUC:0.589 Correlated most with: Number of Visits:-0.109 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.082 Diagnosis:9ccs126:Ot up rsp in:-0.074 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.073 Maternal Diagnosis:9ccs183:HTN in preg:0.071 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.070 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.068 Maternal Diagnosis:9ccs61:Sickle cell:0.065 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.063 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.063 Vital: HC-avg0to1 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1207 | OR_unadj: 1.069 [0.849 1.345] | indivs AUC:0.564 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:-0.278 Newborn Diagnosis:9ccs219:Low birth wt:-0.277 Diagnosis:9ccs219:Low birth wt:-0.224 Maternal Diagnosis:9ccs185:Long pregncy:0.192 Lab:297262 HEMOGLOBIN (HEMOCUE):0.123 Newborn Diagnosis:9ccs222:Perint jaund:-0.113 Maternal Diagnosis:9ccs190:Fetal distrs:0.108 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:-0.105 Diagnosis:9ccs205:Back problem:-0.092 Maternal Diagnosis:9ccs183:HTN in preg:-0.088 Vital: Temp-avg3to5 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1345 | OR_unadj: 1.059 [0.839 1.337] | indivs AUC:0.533 Correlated most with: Maternal Maternal Procedure History:99000-otherPregnancy:0.085 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.083 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:-0.083 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.078 Diagnosis:9ccs7:Viral infect:-0.078 Maternal Vital: BMI-otherPregnancy:0.074 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.073 Maternal Vital: Wt-otherPregnancy:0.073 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.069 Diagnosis:9ccs155:Other GI dx:0.068 Vital: Temp-avg5to7 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1371 | OR_unadj: 1.070 [0.850 1.347] | indivs AUC:0.527 Correlated most with: Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:-0.214 Maternal Maternal Procedure History:97001-postPregnancy:-0.191 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.154 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.150 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:-0.106 Maternal Maternal Procedure History:97110-postPregnancy:-0.100 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.088 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.086 Diagnosis:9ccs122:Pneumonia:0.081 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:0.074 * Vital: Wt for Length ZScore-gain3to7 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1470 | OR_unadj: 1.423 [1.134 1.786] | indivs AUC:0.554 Correlated most with: Number of Visits:0.099 Maternal Maternal Lab History: SODIUM-postPregnancy:-0.082 Diagnosis:9ccs125:Bronchitis:0.068 Maternal Maternal Lab History: APTT-postPregnancy:-0.066 Maternal Diagnosis:9ccs159:UTI:0.061 Diagnosis:9ccs258:Other screen:0.060 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.058 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.057 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.057 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.055 Vital: Temp-avg7to10 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1385 | OR_unadj: 1.015 [0.714 1.445] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.219 Diagnosis:9ccs255:Social admin:-0.172 Diagnosis:9ccs257:Ot aftercare:-0.140 Diagnosis:9ccs7:Viral infect:-0.138 Diagnosis:9ccs126:Ot up rsp in:-0.136 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.089 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.087 Diagnosis:9ccs125:Bronchitis:-0.086 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.085 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.083 * Vital: Wt for Length ZScore-gain16to24 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1463 | OR_unadj: 1.409 [1.123 1.768] | indivs AUC:0.594 Correlated most with: Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.089 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.076 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.071 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.068 Maternal Maternal Lab History: FASTING-postPregnancy:0.066 Maternal Diagnosis:9ccs48:Thyroid dsor:-0.065 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.064 Maternal Vital: RR-otherPregnancy:-0.063 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.062 Diagnosis:9ccs0:No DX:-0.061 * Vital: Ht-avg1to3 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1374 | OR_unadj: 1.477 [1.174 1.858] | indivs AUC:0.528 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:-0.297 Newborn Diagnosis:9ccs219:Low birth wt:-0.290 Diagnosis:9ccs219:Low birth wt:-0.225 Maternal Diagnosis:9ccs185:Long pregncy:0.182 Newborn Diagnosis:9ccs221:Resp distres:-0.146 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.126 Newborn Diagnosis:9ccs256:Exam/eval:-0.108 Newborn Diagnosis:9ccs253:Allergy:-0.106 Newborn Diagnosis:9ccs222:Perint jaund:-0.099 Lab:297262 HEMOGLOBIN (HEMOCUE):0.095 * Vital: Wt-avg13to16 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1316 | OR_unadj: 2.403 [1.908 3.025] | indivs AUC:0.668 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.109 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.100 Maternal Maternal Lab History: WBC-otherPregnancy:0.086 Diagnosis:9ccs136:Teeth dx:-0.078 Maternal Diagnosis:9ccs190:Fetal distrs:0.078 Diagnosis:9ccs143:Abdom hernia:0.077 Maternal Diagnosis:9ccs188:Pelvic obstr:0.077 Maternal Vital: Wt-postPregnancy:0.077 Diagnosis:9ccs147:Anal/rectal:0.077 Maternal Diagnosis:9ccs186:DM in preg:-0.075 * Vital: HC-gain3to7 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1347 | OR_unadj: 1.370 [1.014 1.851] | indivs AUC:0.578 Correlated most with: Number of Visits:0.084 Maternal Vital: BP-otherPregnancy:0.080 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.072 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.072 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.071 Maternal Vital: BP-postPregnancy:0.070 Maternal Vital: Wt-postPregnancy:0.069 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.068 Maternal Vital: BMI Percentile-postPregnancy:0.064 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.064 * Vital: Wt for Len Percentile-gain3to7 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1184 | OR_unadj: 1.549 [1.223 1.962] | indivs AUC:0.532 Correlated most with: Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.087 Newborn Diagnosis:9ccs224:Ot perint dx:-0.080 Diagnosis:9ccs76:Meningitis:0.071 Diagnosis:9ccs92:Otitis media:0.069 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.069 Maternal Vital: Ht-postPregnancy:-0.065 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.064 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.063 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:-0.062 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.061 Vital: Ht-gain3to7 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1460 | OR_unadj: 1.123 [0.894 1.411] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs127:COPD:0.093 Maternal Vital: BMI Percentile-postPregnancy:0.090 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.081 Diagnosis:9ccs92:Otitis media:0.080 Maternal Vital: Wt-postPregnancy:0.080 Diagnosis:9ccs126:Ot up rsp in:0.078 Number of Visits:0.075 Maternal Vital: Wt-otherPregnancy:0.075 Maternal Vital: BP-otherPregnancy:0.074 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.074 Vital: HC-gain5to10 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1329 | OR_unadj: 0.973 [0.772 1.226] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: IRON-postPregnancy:0.086 Maternal Maternal Lab History: MPV-postPregnancy:0.083 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.079 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.078 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.075 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.072 Diagnosis:9ccs257:Ot aftercare:0.070 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.065 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.065 Diagnosis:9ccs154:Gastroent:-0.065 * Vital: Ht-avg0to1 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1350 | OR_unadj: 1.413 [1.125 1.774] | indivs AUC:0.574 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.333 Maternal Diagnosis:9ccs184:Early labor:-0.327 Diagnosis:9ccs219:Low birth wt:-0.286 Maternal Diagnosis:9ccs185:Long pregncy:0.213 Maternal Diagnosis:9ccs183:HTN in preg:-0.149 Newborn Diagnosis:9ccs253:Allergy:-0.131 Newborn Diagnosis:9ccs221:Resp distres:-0.120 Lab:297262 HEMOGLOBIN (HEMOCUE):0.114 Newborn Diagnosis:9ccs222:Perint jaund:-0.114 Maternal Diagnosis:9ccs190:Fetal distrs:0.103 Vital: HC-gain0to3 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1344 | OR_unadj: 1.162 [0.915 1.474] | indivs AUC:0.517 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:-0.083 Maternal Diagnosis:9ccs211:Ot conn tiss:-0.077 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.066 Diagnosis:9ccs251:Abdomnl pain:-0.064 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.064 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:-0.062 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.061 Diagnosis:9ccs240:Burns:-0.059 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.059 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.057 * Vital: Wt-gain7to13 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1496 | OR_unadj: 1.701 [1.338 2.162] | indivs AUC:0.561 Correlated most with: Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.117 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.100 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.100 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.100 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.099 Maternal Maternal Lab History: PTT-otherPregnancy:0.094 Maternal Maternal Lab History: HCG-otherPregnancy:-0.091 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.087 Maternal Maternal Lab History: APTT-postPregnancy:0.081 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.078 Vital: Ht-gain13to19 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1399 | OR_unadj: 1.182 [0.941 1.485] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs48:Thyroid dsor:-0.076 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.076 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.074 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.066 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.066 Maternal Vital: RR-otherPregnancy:-0.062 Diagnosis:9ccs243:Poisn nonmed:0.062 Maternal Diagnosis:9ccs183:HTN in preg:-0.061 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.061 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.060 Vital: Wt-gain5to10 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1472 | OR_unadj: 1.156 [0.922 1.450] | indivs AUC:0.577 Correlated most with: Maternal Maternal Lab History: PTT-otherPregnancy:-0.090 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.084 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.081 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.080 Maternal Maternal Lab History: AST-otherPregnancy:0.078 Diagnosis:9ccs259:Unclassified:-0.076 Maternal Maternal Lab History: MPV-postPregnancy:0.075 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.073 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.071 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:-0.071 Vital: BMI-gain1to5 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1461 | OR_unadj: 0.988 [0.787 1.241] | indivs AUC:0.502 Correlated most with: Number of Visits:0.153 Diagnosis:9ccs126:Ot up rsp in:0.121 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.116 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.095 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.089 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.084 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.081 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.081 Maternal Diagnosis:9ccs184:Early labor:0.078 Diagnosis:9ccs257:Ot aftercare:0.076 Vital: Ht-gain7to13 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1476 | OR_unadj: 1.168 [0.864 1.580] | indivs AUC:0.536 Correlated most with: Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.097 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.086 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.085 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.084 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.083 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.079 Maternal Diagnosis:9ccs183:HTN in preg:-0.079 Maternal Maternal Lab History: PTT-otherPregnancy:0.077 Maternal Maternal Lab History: HCG-otherPregnancy:-0.077 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.070 Vital: Wt for Len Percentile-gain5to10 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1318 | OR_unadj: 0.982 [0.778 1.240] | indivs AUC:0.558 Correlated most with: Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.075 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.074 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.072 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.068 Maternal Maternal Lab History: WEIGHT-postPregnancy:-0.067 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.066 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:-0.063 Maternal Maternal Lab History: PO2-postPregnancy:0.063 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.063 Maternal Maternal Lab History: RDW-postPregnancy:0.063 Vital: Ht Percentile-gain13to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 832 | OR_unadj: 1.172 [0.894 1.536] | indivs AUC:0.476 Correlated most with: Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:-0.075 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:0.074 Diagnosis:9ccs244:Other injury:0.068 Newborn Diagnosis:9ccs191:Amnios dx:-0.067 Newborn Diagnosis:9ccs223:Birth trauma:-0.066 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.065 Diagnosis:9ccs259:Unclassified:0.064 Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:-0.063 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.060 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:-0.060 Vital: BMI-gain3to7 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1478 | OR_unadj: 1.130 [0.893 1.430] | indivs AUC:0.547 Correlated most with: Diagnosis:9ccs127:COPD:0.084 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.075 Diagnosis:9ccs222:Perint jaund:-0.075 Maternal Vital: BP-postPregnancy:0.074 Diagnosis:9ccs92:Otitis media:0.073 Maternal Vital: BP-otherPregnancy:0.072 Maternal Vital: Wt-otherPregnancy:0.072 Number of Visits:0.072 Diagnosis:9ccs212:Ot bone dx:0.071 Maternal Vital: BMI Percentile-postPregnancy:0.071 Vital: BMI-gain7to13 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1496 | OR_unadj: 1.138 [0.883 1.468] | indivs AUC:0.480 Correlated most with: Maternal Maternal Lab History: Varicella IgG-postPregnancy:0.119 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.107 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.095 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.093 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.090 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.090 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.084 Maternal Maternal Lab History: HCG-otherPregnancy:-0.083 Maternal Maternal Lab History: PTT-otherPregnancy:0.080 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.074 * Vital: Wt-gain3to7 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.004] | occ: 1487 | OR_unadj: 1.284 [1.021 1.614] | indivs AUC:0.520 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.097 Diagnosis:9ccs92:Otitis media:0.091 Number of Visits:0.090 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:-0.086 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.084 Diagnosis:9ccs127:COPD:0.078 Maternal Vital: BP-postPregnancy:0.077 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.074 Diagnosis:9ccs212:Ot bone dx:0.073 Maternal Maternal Lab History: RBC-postPregnancy:-0.073 * Vital: Wt-avg7to10 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1374 | OR_unadj: 2.112 [1.680 2.657] | indivs AUC:0.618 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.117 Newborn Diagnosis:9ccs219:Low birth wt:-0.089 Maternal Maternal Procedure History:S9470-postPregnancy:0.086 Maternal Diagnosis:9ccs184:Early labor:-0.084 Maternal Diagnosis:9ccs188:Pelvic obstr:0.081 Maternal Maternal Lab History: URINE PH-otherPregnancy:-0.080 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.079 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.077 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.075 Diagnosis:9ccs128:Asthma:0.073 Vital: BMI-gain16to24 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1484 | OR_unadj: 1.317 [0.995 1.744] | indivs AUC:0.547 Correlated most with: Number of Visits:-0.101 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.082 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.071 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.071 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.069 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.069 Diagnosis:9ccs259:Unclassified:-0.066 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.066 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.065 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.064 Vital: Ht-gain16to24 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.004] | occ: 1442 | OR_unadj: 0.985 [0.700 1.387] | indivs AUC:0.536 Correlated most with: Number of Visits:-0.094 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.077 Diagnosis:9ccs55:Fluid/elc dx:-0.073 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.072 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.070 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:-0.064 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.063 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.063 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.062 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.061 Vital: HC-avg10to13 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1210 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.608 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.296 Number of Visits:-0.273 Diagnosis:9ccs255:Social admin:-0.264 Diagnosis:9ccs126:Ot up rsp in:-0.240 Diagnosis:9ccs7:Viral infect:-0.222 Diagnosis:9ccs257:Ot aftercare:-0.195 Diagnosis:9ccs92:Otitis media:-0.179 Diagnosis:9ccs125:Bronchitis:-0.138 Diagnosis:9ccs59:Anemia:-0.135 Diagnosis:9ccs135:Intest infct:-0.125 * Vital: Wt Change-avg19to24 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 879 | OR_unadj: 1.673 [1.252 2.235] | indivs AUC:0.563 Correlated most with: Number of Visits:-0.191 Diagnosis:9ccs92:Otitis media:-0.145 Diagnosis:9ccs257:Ot aftercare:-0.125 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.113 Diagnosis:9ccs126:Ot up rsp in:-0.112 Diagnosis:9ccs7:Viral infect:-0.111 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.110 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.103 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.103 Diagnosis:9ccs135:Intest infct:-0.093 * Vital: Wt for Len Percentile-avg13to16 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1286 | OR_unadj: 2.171 [1.726 2.731] | indivs AUC:0.666 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.104 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.078 MatDeliveryAge:-0.076 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.076 Diagnosis:9ccs147:Anal/rectal:0.072 Maternal Diagnosis:9ccs188:Pelvic obstr:0.071 Maternal Diagnosis:9ccs186:DM in preg:-0.069 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.068 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.067 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.065 Vital: Ht-gain10to16 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1442 | OR_unadj: 0.837 [0.658 1.064] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: APTT-postPregnancy:-0.085 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.079 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.072 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.071 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.069 Number of Visits:0.069 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.066 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.064 Maternal Maternal Lab History: LDH-postPregnancy:0.063 Lab:292495 LEAD LEVEL - Sunrise:0.062 Vital: Wt for Length ZScore-gain10to16 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1500 | OR_unadj: 1.181 [0.941 1.483] | indivs AUC:0.515 Correlated most with: Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.106 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.094 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.091 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:-0.090 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.086 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.083 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.080 Maternal Maternal Lab History: NT MoM-postPregnancy:-0.077 Maternal Maternal Lab History: PTT-otherPregnancy:0.076 Maternal Maternal Lab History: HCG-otherPregnancy:-0.075 Vital: Wt for Len Percentile-gain16to24 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1353 | OR_unadj: 0.799 [0.624 1.024] | indivs AUC:0.487 Correlated most with: Number of Visits:-0.085 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.084 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.077 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.077 Diagnosis:9ccs126:Ot up rsp in:-0.074 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.073 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.070 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.069 Maternal Maternal Lab History: AST-otherPregnancy:-0.068 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.063 * Vital: Ht-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1665 | OR_unadj: 1.383 [1.078 1.773] | indivs AUC:0.555 Correlated most with: Number of Visits:0.416 Diagnosis:9ccs126:Ot up rsp in:0.347 Diagnosis:9ccs10:Immuniz/scrn:0.289 Diagnosis:9ccs92:Otitis media:0.280 Diagnosis:9ccs7:Viral infect:0.183 Diagnosis:9ccs257:Ot aftercare:0.180 Diagnosis:9ccs135:Intest infct:0.160 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.146 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.145 Diagnosis:9ccs125:Bronchitis:0.140 * Vital: Wt Percentile-avg19to24 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 920 | OR_unadj: 2.523 [1.996 3.191] | indivs AUC:0.683 Correlated most with: Diagnosis:9ccs136:Teeth dx:-0.095 Maternal Vital: Wt-postPregnancy:0.094 Maternal Diagnosis:9ccs185:Long pregncy:0.090 Maternal Maternal Lab History: IRON-postPregnancy:-0.078 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:-0.077 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.076 Maternal Diagnosis:9ccs184:Early labor:-0.075 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.074 Diagnosis:9ccs128:Asthma:0.072 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.069 Vital: HC-gain1to5 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.445 Correlated most with: Number of Visits:0.113 Diagnosis:9ccs126:Ot up rsp in:0.097 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.089 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.088 Diagnosis:9ccs125:Bronchitis:0.086 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.080 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.080 Maternal Maternal Lab History: FERRITIN-otherPregnancy:-0.078 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.075 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.075 Vital: Temp-avg16to19 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1323 | OR_unadj: 0.807 [0.561 1.162] | indivs AUC:0.512 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.158 Diagnosis:9ccs255:Social admin:-0.148 Number of Visits:-0.135 Diagnosis:9ccs239:Superfic inj:-0.112 Diagnosis:9ccs126:Ot up rsp in:-0.111 Diagnosis:9ccs240:Burns:-0.093 Diagnosis:9ccs257:Ot aftercare:-0.092 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.092 Diagnosis:9ccs258:Other screen:-0.086 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.083 Vital: HC-gain7to13 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1315 | OR_unadj: 1.015 [0.741 1.390] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.096 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.079 Maternal Diagnosis:9ccs183:HTN in preg:-0.077 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.073 Diagnosis:9ccs58:Ot nutrit dx:-0.072 Maternal Maternal Procedure History:99401-postPregnancy:-0.072 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.072 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.071 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.070 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.070 * Vital: BMI Percentile-gain16to24 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 235 | OR_unadj: 2.838 [1.958 4.112] | indivs AUC:0.576 Correlated most with: Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.108 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.097 Newborn Diagnosis:9ccs253:Allergy:-0.093 Diagnosis:9ccs48:Thyroid dsor:-0.080 Maternal Maternal Procedure History:99401-otherPregnancy:0.079 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.076 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.076 Diagnosis:9ccs209:Ot acq defor:0.075 Newborn Diagnosis:9ccs191:Amnios dx:0.074 Diagnosis:9ccs58:Ot nutrit dx:0.074 * Vital: BMI-gain13to19 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1462 | OR_unadj: 1.439 [1.146 1.808] | indivs AUC:0.583 Correlated most with: Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.072 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.071 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.071 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.070 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.069 Maternal Vital: RR-otherPregnancy:-0.068 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.066 Maternal Diagnosis:9ccs48:Thyroid dsor:-0.064 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.064 Maternal Maternal Lab History: LDL-postPregnancy:-0.063 * Vital: Wt for Len Percentile-avg7to10 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1339 | OR_unadj: 2.266 [1.799 2.853] | indivs AUC:0.670 Correlated most with: Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.088 Diagnosis:9ccs128:Asthma:0.084 Diagnosis:9ccs95:Oth nerv dx:-0.083 Maternal Maternal Lab History: APTT-postPregnancy:-0.082 Diagnosis:9ccs125:Bronchitis:0.077 Maternal Maternal Procedure History:S9470-postPregnancy:0.076 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.075 MatDeliveryAge:-0.073 Maternal Maternal Lab History: RDW-postPregnancy:0.071 Maternal Vital: Ht-postPregnancy:-0.069 * Vital: BMI Percentile-gain0to24 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 235 | OR_unadj: 2.838 [1.958 4.112] | indivs AUC:0.576 Correlated most with: Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.108 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.097 Newborn Diagnosis:9ccs253:Allergy:-0.093 Diagnosis:9ccs48:Thyroid dsor:-0.080 Maternal Maternal Procedure History:99401-otherPregnancy:0.079 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.076 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.076 Diagnosis:9ccs209:Ot acq defor:0.075 Newborn Diagnosis:9ccs191:Amnios dx:0.074 Diagnosis:9ccs58:Ot nutrit dx:0.074 Vital: HC-gain10to16 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1231 | OR_unadj: 0.870 [0.694 1.091] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs257:Ot aftercare:0.092 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.085 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.081 Diagnosis:9ccs239:Superfic inj:-0.073 Maternal Vital: Temp-postPregnancy:0.072 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.070 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:-0.070 Diagnosis:9ccs83:Epilepsy/cnv:0.068 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.066 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.066 Vital: BMI-gain10to16 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1482 | OR_unadj: 0.877 [0.692 1.111] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: APTT-postPregnancy:-0.086 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.081 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.080 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.072 Number of Visits:0.069 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.068 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.068 Maternal Maternal Lab History: LDH-postPregnancy:0.060 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.060 Maternal Diagnosis:9ccs183:HTN in preg:0.060 * Vital: Wt Change-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 987 | OR_unadj: 1.430 [1.090 1.874] | indivs AUC:0.584 Correlated most with: Number of Visits:-0.196 Diagnosis:9ccs92:Otitis media:-0.156 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.155 Diagnosis:9ccs257:Ot aftercare:-0.152 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.124 Diagnosis:9ccs126:Ot up rsp in:-0.121 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.117 Diagnosis:9ccs7:Viral infect:-0.112 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:-0.108 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.108 Vital: Ht-gain5to10 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1443 | OR_unadj: 1.120 [0.888 1.414] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: MPV-postPregnancy:0.102 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.086 Maternal Maternal Lab History: PTT-otherPregnancy:-0.082 Maternal Vital: BMI Percentile-postPregnancy:-0.078 Maternal Maternal Lab History: AST-otherPregnancy:0.077 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.076 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:-0.074 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.074 Maternal Maternal Lab History: POTASSIUM-postPregnancy:0.072 Maternal Vital: Wt-otherPregnancy:-0.072 Vital: HC-gain16to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1079 | OR_unadj: 1.219 [0.956 1.555] | indivs AUC:0.511 Correlated most with: Maternal Diagnosis:9ccs98:HTN:-0.089 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:0.083 Diagnosis:9ccs134:Ot uppr resp:-0.076 Number of Visits:-0.073 Maternal Vital: BP-otherPregnancy:-0.069 Maternal Maternal Lab History: RUBELLA-otherPregnancy:-0.063 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.062 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.060 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.060 Maternal Vital: Ht-postPregnancy:-0.060 * Vital: Wt Percentile-avg10to13 | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 638 | OR_unadj: 1.802 [1.392 2.332] | indivs AUC:0.586 Correlated most with: Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.107 Maternal Maternal Lab History: IRON-postPregnancy:-0.102 Maternal Diagnosis:9ccs185:Long pregncy:0.095 Newborn Diagnosis:9ccs191:Amnios dx:0.083 Diagnosis:9ccs136:Teeth dx:-0.082 Diagnosis:9ccs155:Other GI dx:-0.075 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.074 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.073 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.070 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:-0.070 Vital: Wt for Length ZScore-gain13to19 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1485 | OR_unadj: 1.109 [0.884 1.392] | indivs AUC:0.507 Correlated most with: Maternal Maternal Lab History: PATIENT-postPregnancy:-0.091 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.066 Maternal Diagnosis:9ccs211:Ot conn tiss:0.066 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:-0.065 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.065 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.064 Maternal Vital: RR-otherPregnancy:0.063 Diagnosis:9ccs217:Ot cong anom:-0.063 Newborn Diagnosis:9ccs223:Birth trauma:0.062 Diagnosis:9ccs246:FUO:0.061 Vital: HC-gain13to19 | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 1054 | OR_unadj: 1.081 [0.862 1.357] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.069 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.068 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.068 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.068 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:-0.064 Diagnosis:9ccs166:Oth male gen:-0.060 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.060 Maternal Maternal Lab History: TOXOPLASMA IGG-postPregnancy:0.059 Diagnosis:9ccs243:Poisn nonmed:0.059 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.058 * Vital: HC-avg1to3 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1235 | OR_unadj: 1.366 [1.082 1.723] | indivs AUC:0.544 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.245 Maternal Diagnosis:9ccs184:Early labor:-0.244 Diagnosis:9ccs219:Low birth wt:-0.191 Maternal Diagnosis:9ccs185:Long pregncy:0.147 Newborn Diagnosis:9ccs221:Resp distres:-0.114 Lab:297262 HEMOGLOBIN (HEMOCUE):0.102 Newborn Diagnosis:9ccs222:Perint jaund:-0.094 Maternal Diagnosis:9ccs182:Hemorr preg:-0.094 Newborn Diagnosis:9ccs253:Allergy:-0.090 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.090 * Vital: Ht Percentile-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1058 | OR_unadj: 1.698 [1.338 2.155] | indivs AUC:0.611 Correlated most with: Maternal Vital: Ht-postPregnancy:0.140 Maternal Diagnosis:9ccs185:Long pregncy:0.089 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.085 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.077 Maternal Vital: Ht-otherPregnancy:0.074 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.073 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.072 Diagnosis:9ccs59:Anemia:-0.070 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:0.069 Maternal Diagnosis:9ccs155:Other GI dx:0.066 * Vital: Ht-avg3to5 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1321 | OR_unadj: 1.312 [1.007 1.711] | indivs AUC:0.550 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.209 Maternal Diagnosis:9ccs184:Early labor:-0.207 Diagnosis:9ccs219:Low birth wt:-0.174 Maternal Diagnosis:9ccs185:Long pregncy:0.157 Diagnosis:9ccs10:Immuniz/scrn:-0.152 Newborn Diagnosis:9ccs253:Allergy:-0.127 Diagnosis:9ccs255:Social admin:-0.111 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.100 Newborn Diagnosis:9ccs256:Exam/eval:-0.098 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.097 * Vital: HC-avg5to7 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1177 | OR_unadj: 1.779 [1.148 2.758] | indivs AUC:0.570 Correlated most with: Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.314 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.189 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.173 Diagnosis:9ccs10:Immuniz/scrn:-0.162 Maternal Maternal Lab History: IRON-postPregnancy:-0.156 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.154 Diagnosis:9ccs3:Oth bact inf:-0.152 Diagnosis:9ccs255:Social admin:-0.137 Number of Visits:-0.136 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.131 Vital: Ht-avg7to10 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.483 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.153 Maternal Diagnosis:9ccs184:Early labor:-0.145 Maternal Diagnosis:9ccs185:Long pregncy:0.098 Maternal Diagnosis:9ccs188:Pelvic obstr:0.081 Diagnosis:9ccs219:Low birth wt:-0.081 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:-0.081 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.075 Maternal Vital: Ht-postPregnancy:0.073 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.070 Maternal Maternal Lab History: NT MoM-postPregnancy:-0.067 * Vital: Ht-avg5to7 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1348 | OR_unadj: 1.486 [1.156 1.909] | indivs AUC:0.540 Correlated most with: Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.270 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.243 Maternal Diagnosis:9ccs184:Early labor:-0.152 Newborn Diagnosis:9ccs219:Low birth wt:-0.150 Maternal Diagnosis:9ccs185:Long pregncy:0.115 Diagnosis:9ccs219:Low birth wt:-0.106 Diagnosis:9ccs3:Oth bact inf:0.097 Newborn Diagnosis:9ccs218:Liveborn:-0.097 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.096 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.088 Vital: HR-latest | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1040 | OR_unadj: 1.213 [0.939 1.565] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.095 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.087 Number of Visits:-0.082 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.069 Maternal Maternal Procedure History:58300-postPregnancy:-0.067 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.066 Diagnosis:9ccs124:Tonsillitis:-0.063 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.063 Diagnosis:9ccs127:COPD:-0.063 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.062 Vital: Wt for Len Percentile-gain13to19 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1313 | OR_unadj: 0.996 [0.788 1.258] | indivs AUC:0.551 Correlated most with: Maternal Vital: RR-otherPregnancy:-0.083 Maternal Diagnosis:9ccs48:Thyroid dsor:-0.080 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.077 Maternal Maternal Lab History: LDL-postPregnancy:-0.075 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.074 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.071 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.070 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.070 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.069 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.065 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1123 | OR_unadj: 1.195 [0.939 1.521] | indivs AUC:0.509 Correlated most with: Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.996 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.386 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.385 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.383 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.382 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.356 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.355 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.345 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.345 Vital: HC-avg3to5 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1164 | OR_unadj: 1.089 [0.860 1.379] | indivs AUC:0.511 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.154 Maternal Diagnosis:9ccs184:Early labor:-0.150 Maternal Diagnosis:9ccs185:Long pregncy:0.136 Newborn Diagnosis:9ccs221:Resp distres:-0.100 Diagnosis:9ccs219:Low birth wt:-0.091 Lab:297262 HEMOGLOBIN (HEMOCUE):0.089 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.083 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.081 Newborn Diagnosis:9ccs224:Ot perint dx:0.079 Maternal Diagnosis:9ccs190:Fetal distrs:0.078 * Vital: HC-avg7to10 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1119 | OR_unadj: 1.386 [1.102 1.744] | indivs AUC:0.563 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.084 Lab:297262 HEMOGLOBIN (HEMOCUE):0.083 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.082 Maternal Diagnosis:9ccs185:Long pregncy:0.081 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.078 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.074 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.074 Diagnosis:9ccs75:Hx mental dx:0.073 Maternal Diagnosis:9ccs184:Early labor:-0.071 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.070 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1129 | OR_unadj: 1.187 [0.933 1.510] | indivs AUC:0.504 Correlated most with: Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.996 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.387 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.385 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.382 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.381 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.357 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.355 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.345 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.344 * Vital: Ht-avg16to19 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1291 | OR_unadj: 1.538 [1.221 1.939] | indivs AUC:0.568 Correlated most with: Maternal Vital: Ht-postPregnancy:0.106 Maternal Diagnosis:9ccs184:Early labor:-0.096 Maternal Vital: Ht-otherPregnancy:0.092 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:0.082 Maternal Maternal Procedure History:59430-postPregnancy:-0.077 Maternal Diagnosis:9ccs155:Other GI dx:0.076 Diagnosis:9ccs147:Anal/rectal:0.075 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:-0.073 Newborn Diagnosis:9ccs219:Low birth wt:-0.072 Maternal Vital: Wt-postPregnancy:0.071 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1123 | OR_unadj: 1.078 [0.842 1.380] | indivs AUC:0.554 Correlated most with: Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:1.000 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.996 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.736 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.734 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.673 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.670 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.639 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.638 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.623 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.621 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1073 | OR_unadj: 1.178 [0.920 1.510] | indivs AUC:0.544 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.996 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.560 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.558 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.558 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.556 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.473 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.472 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.450 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.449 Vital: Wt for Len Percentile-gain10to16 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1330 | OR_unadj: 1.141 [0.909 1.433] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.091 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.071 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.069 Maternal Maternal Lab History: APTT-postPregnancy:-0.067 Newborn Diagnosis:9ccs223:Birth trauma:0.064 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.064 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:-0.062 Maternal Vital: RR-otherPregnancy:0.061 Maternal Vital: BP-postPregnancy:0.060 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.059 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1122 | OR_unadj: 1.304 [1.019 1.669] | indivs AUC:0.514 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.998 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.511 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.511 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.345 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.345 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.214 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.213 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.196 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.195 Vital: Wt for Length ZScore-gain0to3 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1343 | OR_unadj: 1.177 [0.935 1.480] | indivs AUC:0.554 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:-0.099 Newborn Diagnosis:9ccs219:Low birth wt:-0.098 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.087 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.082 Diagnosis:9ccs151:Oth liver dx:-0.081 Maternal Diagnosis:9ccs49:DiabMel no c:0.079 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.077 Maternal Vital: RR-otherPregnancy:-0.077 Diagnosis:9ccs216:Nerv cong an:-0.074 Diagnosis:9ccs122:Pneumonia:0.074 Vital: Wt for Length ZScore-avg0to1 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1343 | OR_unadj: 1.177 [0.935 1.480] | indivs AUC:0.554 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:-0.099 Newborn Diagnosis:9ccs219:Low birth wt:-0.098 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.087 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.082 Diagnosis:9ccs151:Oth liver dx:-0.081 Maternal Diagnosis:9ccs49:DiabMel no c:0.079 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.077 Maternal Vital: RR-otherPregnancy:-0.077 Diagnosis:9ccs216:Nerv cong an:-0.074 Diagnosis:9ccs122:Pneumonia:0.074 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1116 | OR_unadj: 1.314 [1.027 1.682] | indivs AUC:0.519 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.998 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.512 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.511 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.345 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.344 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.213 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.213 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.195 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.195 Vital: Wt for Len Percentile-gain7to13 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1336 | OR_unadj: 1.084 [0.859 1.369] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.123 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.113 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.110 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.102 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.101 Maternal Maternal Lab History: HCG-otherPregnancy:-0.095 Maternal Maternal Lab History: APTT-postPregnancy:0.093 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.089 Maternal Maternal Lab History: PTT-otherPregnancy:0.087 Maternal Maternal Lab History: NT MoM-postPregnancy:-0.086 * Vital: Wt for Len Percentile-avg5to7 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1198 | OR_unadj: 2.078 [1.634 2.643] | indivs AUC:0.619 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.091 Maternal Diagnosis:9ccs190:Fetal distrs:0.078 Diagnosis:9ccs95:Oth nerv dx:-0.078 Maternal Vital: Ht-postPregnancy:-0.078 Maternal Maternal Lab History: CREATININE-postPregnancy:0.077 Newborn Diagnosis:9ccs191:Amnios dx:0.076 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.076 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.071 Diagnosis:9ccs128:Asthma:0.070 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.068 Vital: Ht Percentile-gain16to24 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 975 | OR_unadj: 1.147 [0.882 1.492] | indivs AUC:0.549 Correlated most with: Number of Visits:-0.088 Diagnosis:9ccs259:Unclassified:-0.085 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.079 Diagnosis:9ccs59:Anemia:-0.077 Maternal Vital: Wt Change-postPregnancy:0.075 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.075 Maternal Maternal Lab History: BUN-postPregnancy:0.074 Maternal Maternal Lab History: MONOS-postPregnancy:-0.067 Maternal Maternal Lab History: MPV-postPregnancy:0.065 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.063 * Vital: Ht-avg10to13 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1403 | OR_unadj: 1.702 [1.355 2.140] | indivs AUC:0.575 Correlated most with: Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.166 Maternal Diagnosis:9ccs184:Early labor:-0.123 Diagnosis:9ccs246:FUO:0.117 Newborn Diagnosis:9ccs219:Low birth wt:-0.106 Maternal Diagnosis:9ccs185:Long pregncy:0.088 Diagnosis:9ccs219:Low birth wt:-0.085 Maternal Vital: Wt Change-otherPregnancy:0.076 Maternal Diagnosis:9ccs181:Ot preg comp:0.071 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.070 Maternal Maternal Procedure History:86580-otherPregnancy:0.070 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1118 | OR_unadj: 1.172 [0.912 1.506] | indivs AUC:0.517 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.999 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.337 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.335 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.310 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.310 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.300 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.299 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.293 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.293 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1124 | OR_unadj: 1.167 [0.908 1.500] | indivs AUC:0.513 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.999 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.337 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.336 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.310 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.309 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.300 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.298 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.293 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.292 Vital: Wt Percentile-gain13to19 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 812 | OR_unadj: 1.283 [0.948 1.736] | indivs AUC:0.545 Correlated most with: Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.083 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:-0.082 Maternal Maternal Procedure History:90746-postPregnancy:0.077 Maternal Vital: Wt Change-otherPregnancy:-0.073 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.072 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:-0.072 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.071 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.069 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:-0.068 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.068 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1120 | OR_unadj: 1.164 [0.907 1.495] | indivs AUC:0.426 Correlated most with: Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:1.000 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.996 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.736 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.733 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.691 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.689 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.673 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.671 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.652 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.649 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1129 | OR_unadj: 1.087 [0.853 1.386] | indivs AUC:0.475 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.999 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.511 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.511 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.309 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.309 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.258 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.257 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.245 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.244 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1126 | OR_unadj: 1.150 [0.895 1.477] | indivs AUC:0.424 Correlated most with: Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:1.000 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.996 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.736 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.734 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.693 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.688 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.674 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.670 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.654 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.649 * Vital: Wt Change-avg16to19 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 716 | OR_unadj: 1.806 [1.349 2.418] | indivs AUC:0.529 Correlated most with: Number of Visits:-0.170 Diagnosis:9ccs92:Otitis media:-0.130 Diagnosis:9ccs239:Superfic inj:-0.097 Diagnosis:9ccs125:Bronchitis:-0.097 Diagnosis:9ccs7:Viral infect:-0.097 Diagnosis:9ccs128:Asthma:-0.090 Diagnosis:9ccs257:Ot aftercare:-0.086 Diagnosis:9ccs126:Ot up rsp in:-0.086 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.085 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.085 Vital: HC-avg13to16 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 973 | OR_unadj: 1.129 [0.890 1.433] | indivs AUC:0.554 Correlated most with: Maternal Maternal Procedure History:S9470-otherPregnancy:-0.087 Maternal Diagnosis:9ccs190:Fetal distrs:0.084 Lab:297262 HEMOGLOBIN (HEMOCUE):0.082 Maternal Diagnosis:9ccs238:Complic proc:0.077 Diagnosis:9ccs143:Abdom hernia:0.073 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.071 Newborn Diagnosis:9ccs224:Ot perint dx:0.068 Diagnosis:9ccs62:Coag/hemr dx:0.066 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.065 Diagnosis:9ccs76:Meningitis:-0.063 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1123 | OR_unadj: 1.089 [0.854 1.390] | indivs AUC:0.472 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.999 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.512 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.511 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.310 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.309 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.257 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.257 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.245 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.245 Vital: Wt Percentile-gain16to24 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 963 | OR_unadj: 0.991 [0.728 1.347] | indivs AUC:0.550 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.089 Number of Visits:-0.084 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.084 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.082 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.082 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.081 Diagnosis:9ccs143:Abdom hernia:-0.079 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.071 Diagnosis:9ccs4:Mycoses:-0.071 Diagnosis:9ccs135:Intest infct:-0.070 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1129 | OR_unadj: 1.101 [0.860 1.408] | indivs AUC:0.556 Correlated most with: Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:1.000 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.996 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.736 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.733 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.673 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.670 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.639 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.637 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.624 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.621 * Vital: HC-avg16to19 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 933 | OR_unadj: 1.456 [1.141 1.858] | indivs AUC:0.601 Correlated most with: Diagnosis:9ccs216:Nerv cong an:-0.103 Lab:297262 HEMOGLOBIN (HEMOCUE):0.093 Diagnosis:9ccs143:Abdom hernia:0.078 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.078 Maternal Vital: BP-postPregnancy:0.078 Maternal Vital: Wt-postPregnancy:0.075 Maternal Vital: Wt-otherPregnancy:0.073 Newborn Diagnosis:9ccs224:Ot perint dx:0.073 Maternal Maternal Lab History: MPV-postPregnancy:0.072 Maternal Vital: SpO2-postPregnancy:0.072 * Vital: Wt Percentile-avg13to16 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 654 | OR_unadj: 1.705 [1.318 2.206] | indivs AUC:0.580 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.095 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.094 Diagnosis:9ccs239:Superfic inj:-0.092 Diagnosis:9ccs136:Teeth dx:-0.079 Maternal Maternal Procedure History:85018-postPregnancy:-0.077 Maternal Vital: Wt-postPregnancy:0.076 Maternal Maternal Procedure History:87880-postPregnancy:-0.075 Maternal Maternal Lab History: IRON-postPregnancy:-0.074 Maternal Maternal Procedure History:90801-postPregnancy:0.071 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:-0.071 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1068 | OR_unadj: 1.150 [0.896 1.474] | indivs AUC:0.537 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.996 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.560 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.559 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.558 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.557 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.474 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.473 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.451 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.449 Vital: Ht-avg13to16 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1287 | OR_unadj: 1.259 [0.991 1.601] | indivs AUC:0.568 Correlated most with: Maternal Vital: Ht-postPregnancy:0.105 Maternal Diagnosis:9ccs185:Long pregncy:0.091 Diagnosis:9ccs240:Burns:0.087 Maternal Vital: Ht-otherPregnancy:0.086 Maternal Diagnosis:9ccs184:Early labor:-0.079 Newborn Diagnosis:9ccs219:Low birth wt:-0.078 Diagnosis:9ccs133:Oth low resp:0.071 Maternal Maternal Lab History: RBC-otherPregnancy:0.068 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.067 Maternal Vital: BP-otherPregnancy:0.065 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1067 | OR_unadj: 1.024 [0.789 1.329] | indivs AUC:0.503 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.998 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.507 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.506 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.481 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.480 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.444 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.443 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.351 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.348 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1126 | OR_unadj: 1.090 [0.850 1.398] | indivs AUC:0.467 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.994 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.336 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.336 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.335 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.333 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.266 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.264 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.174 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.172 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1120 | OR_unadj: 1.085 [0.845 1.392] | indivs AUC:0.463 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.994 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.337 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.337 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.335 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.334 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.268 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.267 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.173 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.172 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1129 | OR_unadj: 1.207 [0.948 1.536] | indivs AUC:0.479 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.999 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.673 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.672 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.633 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.632 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.613 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.612 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.357 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.355 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1123 | OR_unadj: 1.201 [0.943 1.530] | indivs AUC:0.482 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.673 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.672 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.633 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.632 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.613 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.611 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.356 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.355 Vital: Ht Percentile-gain3to7 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 514 | OR_unadj: 0.967 [0.692 1.353] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: ANION GAP-postPregnancy:-0.083 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.080 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.080 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.078 Diagnosis:9ccs154:Gastroent:-0.076 Maternal Vital: Wt Percentile-postPregnancy:0.076 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:-0.075 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.074 Maternal Vital: Wt-postPregnancy:0.073 Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.072 Maternal Diagnosis:9ccs195:Ot compl bir | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 794 | OR_unadj: 1.158 [0.923 1.452] | indivs AUC:0.490 Correlated most with: Maternal Diagnosis:9ccs195:Ot compl bir:1.000 MatDeliveryAge:0.147 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.140 Maternal Diagnosis:9ccs190:Fetal distrs:0.122 Maternal Diagnosis:9ccs191:Amnios dx:0.109 Maternal Diagnosis:9ccs183:HTN in preg:0.088 Newborn Diagnosis:9ccs256:Exam/eval:0.087 Diagnosis:9ccs76:Meningitis:-0.083 Maternal Diagnosis:9ccs46:Bnign ut neo:0.083 Newborn Diagnosis:9ccs224:Ot perint dx:0.082 Maternal Diagnosis:9ccs193:OB-related perin trauma | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 687 | OR_unadj: 0.815 [0.645 1.031] | indivs AUC:0.510 Correlated most with: Maternal Diagnosis:9ccs193:OB-related perin trauma:1.000 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.296 Maternal Diagnosis:9ccs187:Malposition:-0.140 Maternal Diagnosis:9ccs195:Ot compl bir:-0.140 Newborn Diagnosis:9ccs219:Low birth wt:-0.119 Maternal Diagnosis:9ccs184:Early labor:-0.110 MatDeliveryAge:-0.104 Newborn Diagnosis:9ccs256:Exam/eval:-0.102 Diagnosis:9ccs256:Exam/eval:0.097 Newborn Diagnosis:9ccs222:Perint jaund:-0.092 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1129 | OR_unadj: 1.139 [0.899 1.443] | indivs AUC:0.558 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.998 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.933 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.931 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.725 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.725 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.715 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.715 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.713 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.712 Maternal Diagnosis:9ccs128:Asthma | coef 0.001 95% CI: [0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 32 | OR_unadj: 1.393 [0.639 3.036] | indivs AUC:0.499 Correlated most with: Maternal Diagnosis:9ccs128:Asthma:1.000 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.205 Maternal Diagnosis:9ccs181:Ot preg comp:0.203 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.183 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.183 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.166 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.160 Maternal Maternal Lab History: APTT-postPregnancy:0.143 Maternal Vital: Wt-postPregnancy:0.134 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.126 Vital: Wt Percentile-gain10to16 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 742 | OR_unadj: 0.895 [0.668 1.200] | indivs AUC:0.486 Correlated most with: Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.164 Diagnosis:9ccs0:No DX:0.147 Maternal Maternal Lab History: APTT-postPregnancy:-0.102 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.096 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.086 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.085 Lab:292495 LEAD LEVEL - Sunrise:0.083 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.080 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:-0.078 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.078 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1129 | OR_unadj: 1.293 [1.010 1.656] | indivs AUC:0.499 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.998 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.487 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.486 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.463 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.462 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.440 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.438 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.393 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.392 Maternal Diagnosis:9ccs185:Long pregncy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 418 | OR_unadj: 1.131 [0.872 1.468] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:1.000 Newborn Diagnosis:9ccs224:Ot perint dx:0.343 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.151 Maternal Diagnosis:9ccs184:Early labor:-0.146 Newborn Diagnosis:9ccs219:Low birth wt:-0.141 Maternal Diagnosis:9ccs186:DM in preg:-0.118 Maternal Diagnosis:9ccs190:Fetal distrs:0.103 Diagnosis:9ccs197:Skin infectn:0.082 Maternal Diagnosis:9ccs128:Asthma:-0.076 MatDeliveryAge:-0.074 Diagnosis:9ccs94:Other ear dx | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 166 | OR_unadj: 1.404 [0.979 2.013] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs94:Other ear dx:1.000 Number of Visits:0.257 Diagnosis:9ccs74:Ot mentl cnd:0.205 Diagnosis:9ccs113:Late eff CVD:0.198 Diagnosis:9ccs92:Otitis media:0.119 Diagnosis:9ccs126:Ot up rsp in:0.101 Diagnosis:9ccs95:Oth nerv dx:0.101 Maternal Maternal Procedure History:45300-postPregnancy:0.089 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.086 Diagnosis:9ccs127:COPD:0.084 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1061 | OR_unadj: 1.018 [0.783 1.322] | indivs AUC:0.501 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.998 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.508 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.506 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.482 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.481 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.445 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.443 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.349 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.347 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1123 | OR_unadj: 1.303 [1.018 1.669] | indivs AUC:0.504 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.998 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.486 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.485 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.463 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.462 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.438 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.438 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.392 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.391 * Vital: Ht Percentile-avg10to13 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 660 | OR_unadj: 1.758 [1.345 2.298] | indivs AUC:0.555 Correlated most with: Diagnosis:9ccs223:Birth trauma:0.096 Maternal Diagnosis:9ccs184:Early labor:-0.080 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.075 Maternal Diagnosis:9ccs185:Long pregncy:0.075 Newborn Diagnosis:9ccs223:Birth trauma:0.075 Maternal Maternal Lab History: FERRITIN-otherPregnancy:-0.073 Maternal Vital: Wt Change-otherPregnancy:0.073 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.072 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.071 Newborn Diagnosis:9ccs219:Low birth wt:-0.069 Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 806 | OR_unadj: 0.965 [0.769 1.210] | indivs AUC:0.471 Correlated most with: Newborn Diagnosis:9ccs224:Ot perint dx:1.000 Maternal Diagnosis:9ccs185:Long pregncy:0.343 Newborn Diagnosis:9ccs222:Perint jaund:0.121 Newborn Diagnosis:9ccs96:Hrt valve dx:0.091 Maternal Vital: Wt-postPregnancy:0.090 Maternal Diagnosis:9ccs181:Ot preg comp:0.089 Diagnosis:9ccs7:Viral infect:-0.087 Newborn Diagnosis:9ccs256:Exam/eval:0.084 Maternal Diagnosis:9ccs195:Ot compl bir:0.082 Newborn Diagnosis:9ccs0:No DX:-0.080 Vital: RR-latest | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 795 | OR_unadj: 1.214 [0.892 1.653] | indivs AUC:0.480 Correlated most with: Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.150 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.148 Maternal Maternal Lab History: PATIENT-postPregnancy:0.141 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.128 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.126 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.123 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.100 Maternal Maternal Procedure History:93005-postPregnancy:0.097 Maternal Maternal Procedure History:93005-otherPregnancy:0.097 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.096 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1123 | OR_unadj: 1.121 [0.884 1.421] | indivs AUC:0.553 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.998 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.933 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.931 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.726 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.724 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.716 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.715 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.714 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.712 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1129 | OR_unadj: 0.852 [0.649 1.119] | indivs AUC:0.485 Correlated most with: Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:1.000 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.997 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.918 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.915 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.746 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.746 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.744 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.744 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.713 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.712 * Vital: Ht-avg19to24 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1391 | OR_unadj: 1.584 [1.262 1.987] | indivs AUC:0.584 Correlated most with: Maternal Maternal Procedure History:90801-postPregnancy:-0.156 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.124 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.121 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.111 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.107 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.106 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.103 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:-0.102 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.091 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:-0.086 Vital: Ht Percentile-gain10to16 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 760 | OR_unadj: 0.965 [0.731 1.274] | indivs AUC:0.544 Correlated most with: Maternal Maternal Lab History: APTT-postPregnancy:-0.110 Diagnosis:9ccs0:No DX:0.103 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.095 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.087 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.085 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.084 Maternal Diagnosis:9ccs58:Ot nutrit dx:-0.070 Lab:292495 LEAD LEVEL - Sunrise:0.069 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.068 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.067 * Vital: Ht-gain0to24 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1385 | OR_unadj: 1.531 [1.220 1.920] | indivs AUC:0.572 Correlated most with: Maternal Maternal Procedure History:90801-postPregnancy:-0.157 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.130 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.121 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.110 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.108 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.107 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.106 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:-0.105 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.096 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:-0.087 Vital: HR-avg10to13 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 456 | OR_unadj: 1.345 [0.952 1.900] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:-0.098 Maternal Maternal Lab History: PO2-postPregnancy:-0.096 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.078 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.077 Diagnosis:9ccs244:Other injury:-0.076 Maternal Diagnosis:9ccs74:Ot mentl cnd:0.074 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.074 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.073 Maternal Maternal Lab History: BUN-otherPregnancy:0.070 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:-0.069 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1123 | OR_unadj: 0.843 [0.641 1.108] | indivs AUC:0.482 Correlated most with: Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:1.000 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.997 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.918 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.916 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.746 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.746 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.744 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.743 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.714 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.712 * Vital: Ht Percentile-avg16to19 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 747 | OR_unadj: 1.399 [1.073 1.825] | indivs AUC:0.547 Correlated most with: Maternal Vital: Ht-postPregnancy:0.086 Maternal Maternal Procedure History:J1055-postPregnancy:-0.076 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.076 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.074 Maternal Maternal Procedure History:90772-postPregnancy:-0.074 Maternal Maternal Procedure History:59430-postPregnancy:-0.073 Diagnosis:9ccs147:Anal/rectal:0.072 Maternal Diagnosis:9ccs184:Early labor:-0.070 Maternal Vital: Ht Percentile-postPregnancy:0.070 Diagnosis:9ccs223:Birth trauma:0.069 Maternal Diagnosis:9ccs183:HTN in preg | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 202 | OR_unadj: 1.377 [0.987 1.920] | indivs AUC:0.494 Correlated most with: Maternal Diagnosis:9ccs183:HTN in preg:1.000 Maternal Diagnosis:9ccs98:HTN:0.230 Maternal Maternal Lab History: LDH-postPregnancy:0.174 Newborn Diagnosis:9ccs219:Low birth wt:0.165 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.163 Maternal Diagnosis:9ccs184:Early labor:0.161 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.130 Newborn Diagnosis:9ccs222:Perint jaund:0.127 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.116 Maternal Vital: BP-postPregnancy:0.111 Vital: Ht Percentile-avg5to7 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 474 | OR_unadj: 1.174 [0.856 1.610] | indivs AUC:0.517 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.108 Maternal Maternal Procedure History:59430-postPregnancy:-0.091 Maternal Vital: Ht-postPregnancy:0.090 Diagnosis:9ccs117:Ot circul dx:-0.088 Maternal Maternal Lab History: UIBC-postPregnancy:-0.084 Diagnosis:9ccs219:Low birth wt:-0.082 Newborn Diagnosis:9ccs217:Ot cong anom:0.081 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.081 Maternal Vital: Wt Change-postPregnancy:-0.079 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.078 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1128 | OR_unadj: 1.098 [0.856 1.409] | indivs AUC:0.440 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.998 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.949 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.946 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.788 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.787 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.787 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.785 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.746 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.744 Vital: HR-avg7to10 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 429 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.558 Correlated most with: Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.106 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.100 Maternal Maternal Procedure History:87880-postPregnancy:0.097 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.089 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.088 Diagnosis:9ccs127:COPD:-0.082 Maternal Maternal Lab History: LDL-otherPregnancy:0.081 Maternal Vital: RR-postPregnancy:0.081 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.075 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:-0.073 * Vital: Ht Percentile-gain7to13 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 690 | OR_unadj: 1.479 [1.110 1.972] | indivs AUC:0.576 Correlated most with: Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.093 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.091 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.090 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.087 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.085 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:-0.082 Lab:292495 LEAD LEVEL - Sunrise:-0.080 Maternal Maternal Lab History: FERRITIN-otherPregnancy:-0.079 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.079 Maternal Maternal Lab History: HCG-otherPregnancy:-0.079 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1122 | OR_unadj: 1.093 [0.852 1.402] | indivs AUC:0.443 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.998 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.948 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.945 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.789 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.787 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.787 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.783 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.746 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.744 * Vital: Ht Percentile-gain0to24 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 926 | OR_unadj: 1.596 [1.246 2.043] | indivs AUC:0.590 Correlated most with: Maternal Vital: Ht-postPregnancy:0.126 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.084 Maternal Maternal Procedure History:59430-postPregnancy:-0.077 Diagnosis:9ccs136:Teeth dx:-0.075 Diagnosis:9ccs59:Anemia:-0.074 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.073 Maternal Diagnosis:9ccs185:Long pregncy:0.071 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.071 Maternal Diagnosis:9ccs155:Other GI dx:0.068 Maternal Diagnosis:9ccs184:Early labor:-0.066 Maternal Diagnosis:9ccs181:Ot preg comp | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 448 | OR_unadj: 1.076 [0.833 1.391] | indivs AUC:0.533 Correlated most with: Maternal Diagnosis:9ccs181:Ot preg comp:1.000 Maternal Diagnosis:9ccs10:Immuniz/scrn:0.536 Maternal Diagnosis:9ccs59:Anemia:0.373 Maternal Diagnosis:9ccs128:Asthma:0.203 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.201 Maternal Diagnosis:9ccs60:Acut p-h anm:0.176 Maternal Diagnosis:9ccs106:Dysrhythmia:0.152 Maternal Diagnosis:9ccs48:Thyroid dsor:0.136 Maternal Diagnosis:9ccs149:Biliary dx:0.136 Maternal Diagnosis:9ccs168:PID:0.128 * Vital: HC-gain0to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 920 | OR_unadj: 1.672 [1.308 2.137] | indivs AUC:0.604 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:0.085 Maternal Diagnosis:9ccs61:Sickle cell:0.081 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:-0.076 Maternal Vital: Wt-postPregnancy:0.070 Maternal Maternal Procedure History:99000-otherPregnancy:0.069 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.067 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.066 Maternal Vital: SpO2-postPregnancy:0.063 Maternal Maternal Procedure History:S9470-otherPregnancy:-0.063 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.059 Vital: Ht Percentile-gain5to10 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 590 | OR_unadj: 0.909 [0.659 1.253] | indivs AUC:0.501 Correlated most with: Maternal Maternal Lab History: IRON-postPregnancy:0.105 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.100 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.099 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:-0.095 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.085 Maternal Maternal Lab History: APTT-postPregnancy:0.084 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.079 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.078 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:0.077 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:-0.077 Diagnosis:9ccs7:Viral infect | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 797 | OR_unadj: 0.878 [0.699 1.102] | indivs AUC:0.449 Correlated most with: Diagnosis:9ccs7:Viral infect:1.000 Number of Visits:0.408 Diagnosis:9ccs126:Ot up rsp in:0.270 Diagnosis:9ccs10:Immuniz/scrn:0.243 Diagnosis:9ccs257:Ot aftercare:0.225 Diagnosis:9ccs125:Bronchitis:0.219 Diagnosis:9ccs92:Otitis media:0.216 Diagnosis:9ccs200:Oth skin dx:0.216 Diagnosis:9ccs155:Other GI dx:0.202 Diagnosis:9ccs255:Social admin:0.189 * Vital: HC-avg19to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 933 | OR_unadj: 1.593 [1.247 2.034] | indivs AUC:0.601 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:0.085 Maternal Diagnosis:9ccs61:Sickle cell:0.081 Maternal Vital: Wt-postPregnancy:0.075 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:-0.072 Maternal Maternal Procedure History:S9470-otherPregnancy:-0.068 Maternal Maternal Procedure History:99000-otherPregnancy:0.066 Diagnosis:9ccs143:Abdom hernia:0.064 Maternal Vital: SpO2-postPregnancy:0.063 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.060 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.059 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1120 | OR_unadj: 1.111 [0.861 1.433] | indivs AUC:0.443 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.996 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.919 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.916 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.787 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.785 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.714 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.712 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.666 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.664 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1126 | OR_unadj: 1.098 [0.851 1.416] | indivs AUC:0.439 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.996 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.919 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.915 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.787 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.783 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.714 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.711 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.667 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.663 * Vital: Ht Percentile-avg19to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 931 | OR_unadj: 1.595 [1.246 2.040] | indivs AUC:0.596 Correlated most with: Maternal Vital: Ht-postPregnancy:0.126 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.086 Diagnosis:9ccs136:Teeth dx:-0.078 Maternal Maternal Procedure History:59430-postPregnancy:-0.077 Diagnosis:9ccs59:Anemia:-0.076 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.073 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.071 Maternal Diagnosis:9ccs155:Other GI dx:0.069 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.067 Maternal Diagnosis:9ccs185:Long pregncy:0.066 Vital: Wt Percentile-gain5to10 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 574 | OR_unadj: 0.822 [0.563 1.199] | indivs AUC:0.524 Correlated most with: Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:0.145 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.102 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.096 Diagnosis:9ccs92:Otitis media:0.091 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.086 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.083 Maternal Maternal Lab History: IRON-postPregnancy:0.083 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.081 Diagnosis:9ccs125:Bronchitis:0.078 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.076 Diagnosis:9ccs253:Allergy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 857 | OR_unadj: 1.042 [0.831 1.306] | indivs AUC:0.448 Correlated most with: Diagnosis:9ccs253:Allergy:1.000 Number of Visits:0.299 Diagnosis:9ccs200:Oth skin dx:0.229 Diagnosis:9ccs126:Ot up rsp in:0.198 Diagnosis:9ccs255:Social admin:0.198 Diagnosis:9ccs10:Immuniz/scrn:0.198 Diagnosis:9ccs198:Ot infl skin:0.187 Diagnosis:9ccs155:Other GI dx:0.183 Diagnosis:9ccs7:Viral infect:0.174 Diagnosis:9ccs257:Ot aftercare:0.174 Census:Percent; Estimate; Percent high school graduate or higher-birth | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1123 | OR_unadj: 1.190 [0.942 1.504] | indivs AUC:0.459 Correlated most with: Census:Percent; Estimate; Percent high school graduate or higher-birth:1.000 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.933 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.931 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.918 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.915 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.794 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.792 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.789 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.787 Census:Percent; Estimate; Percent high school graduate or higher-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1129 | OR_unadj: 1.179 [0.933 1.489] | indivs AUC:0.455 Correlated most with: Census:Percent; Estimate; Percent high school graduate or higher-latest:1.000 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.933 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.931 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.918 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.916 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.794 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.792 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.788 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.787 Diagnosis:9ccs165:Inf male gen | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 48 | OR_unadj: 1.473 [0.782 2.774] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs165:Inf male gen:1.000 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.136 Diagnosis:9ccs2603:E Codes: Fall:0.124 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.123 Diagnosis:9ccs244:Other injury:0.118 Maternal Maternal Lab History: PTT-otherPregnancy:0.112 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.112 Lab:294147 FREE T4 - LMC:-0.110 Maternal Maternal Lab History: INR-otherPregnancy:0.107 Number of Visits:0.105 Vital: Wt Change-avg10to13 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 616 | OR_unadj: 1.170 [0.832 1.646] | indivs AUC:0.539 Correlated most with: Maternal Maternal Procedure History:J7302-postPregnancy:0.145 Maternal Maternal Lab History: IRON-postPregnancy:-0.143 Maternal Maternal Lab History: UIBC-postPregnancy:0.134 Number of Visits:-0.133 Maternal Maternal Lab History: FERRITIN-otherPregnancy:-0.115 Diagnosis:9ccs92:Otitis media:-0.114 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.110 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.096 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.091 Diagnosis:9ccs257:Ot aftercare:-0.091 Vital: Wt Change-avg13to16 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 626 | OR_unadj: 0.825 [0.577 1.179] | indivs AUC:0.528 Correlated most with: Number of Visits:-0.162 Maternal Maternal Procedure History:J7302-postPregnancy:-0.139 Diagnosis:9ccs92:Otitis media:-0.111 Diagnosis:9ccs125:Bronchitis:-0.087 Diagnosis:9ccs126:Ot up rsp in:-0.087 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.085 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.082 Diagnosis:9ccs257:Ot aftercare:-0.081 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.079 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.078 Vital: HR-avg19to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 455 | OR_unadj: 1.253 [0.883 1.777] | indivs AUC:0.503 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:-0.074 Maternal Maternal Lab History: NT MoM-postPregnancy:0.070 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.070 Diagnosis:9ccs251:Abdomnl pain:-0.069 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.068 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.066 Diagnosis:9ccs259:Unclassified:0.066 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.065 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.063 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.063 Maternal Diagnosis:9ccs191:Amnios dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 166 | OR_unadj: 1.096 [0.751 1.599] | indivs AUC:0.517 Correlated most with: Maternal Diagnosis:9ccs191:Amnios dx:1.000 Newborn Diagnosis:9ccs256:Exam/eval:0.139 Maternal Diagnosis:9ccs195:Ot compl bir:0.109 Newborn Diagnosis:9ccs253:Allergy:0.103 Newborn Diagnosis:9ccs219:Low birth wt:0.099 Maternal Maternal Lab History: MONOS-otherPregnancy:0.093 Diagnosis:9ccs219:Low birth wt:0.092 Diagnosis:9ccs240:Burns:0.090 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.088 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.088 Maternal Diagnosis:9ccs192:Umbil cord | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 150 | OR_unadj: 1.129 [0.762 1.672] | indivs AUC:0.501 Correlated most with: Maternal Diagnosis:9ccs192:Umbil cord:1.000 Diagnosis:9ccs141:Ot dx stomch:0.079 Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:0.076 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.075 Diagnosis:9ccs205:Back problem:0.069 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.067 Diagnosis:9ccs48:Thyroid dsor:0.064 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.063 Maternal Maternal Procedure History:J1055-postPregnancy:0.063 Maternal Maternal Lab History: URINE PH-otherPregnancy:0.063 Diagnosis:9ccs255:Social admin | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1667 | OR_unadj: 1.120 [0.650 1.932] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs255:Social admin:1.000 Diagnosis:9ccs10:Immuniz/scrn:0.472 Diagnosis:9ccs126:Ot up rsp in:0.356 Diagnosis:9ccs92:Otitis media:0.205 Diagnosis:9ccs253:Allergy:0.198 Diagnosis:9ccs257:Ot aftercare:0.197 Diagnosis:9ccs7:Viral infect:0.189 Number of Visits:0.139 Diagnosis:9ccs125:Bronchitis:0.138 Diagnosis:9ccs135:Intest infct:0.136 * Maternal Diagnosis:9ccs186:DM in preg | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 190 | OR_unadj: 1.605 [1.150 2.240] | indivs AUC:0.515 Correlated most with: Maternal Diagnosis:9ccs186:DM in preg:1.000 Maternal Diagnosis:9ccs49:DiabMel no c:0.454 Newborn Diagnosis:9ccs259:Unclassified:0.347 MatDeliveryAge:0.233 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.167 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.146 Maternal Diagnosis:9ccs185:Long pregncy:-0.118 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.112 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.110 Maternal Diagnosis:9ccs98:HTN:0.105 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 504 | OR_unadj: 1.043 [0.709 1.532] | indivs AUC:0.531 Correlated most with: Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.447 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.354 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.312 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.292 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.289 Maternal Maternal Lab History: RBC-postPregnancy:0.230 Maternal Maternal Lab History: WBC-postPregnancy:-0.205 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.166 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.163 * Maternal Vital: Ht-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 482 | OR_unadj: 0.662 [0.460 0.953] | indivs AUC:0.495 Correlated most with: Maternal Vital: Ht-postPregnancy:1.000 Maternal Vital: Ht-otherPregnancy:0.602 Maternal Vital: Wt-postPregnancy:0.305 Maternal Vital: Wt-otherPregnancy:0.236 Maternal Vital: BP-postPregnancy:0.158 Maternal Maternal Procedure History:99000-postPregnancy:0.148 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.148 Maternal Vital: Ht Percentile-postPregnancy:0.148 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.146 Maternal Vital: BP-otherPregnancy:0.145 Census:Percent; Estimate; Percent bachelor's degree or higher-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1129 | OR_unadj: 0.967 [0.745 1.256] | indivs AUC:0.415 Correlated most with: Census:Percent; Estimate; Percent bachelor's degree or higher-latest:1.000 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.997 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.949 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.945 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.919 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.916 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.794 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.792 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.746 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.743 Maternal Diagnosis:9ccs190:Fetal distrs | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 408 | OR_unadj: 1.221 [0.942 1.584] | indivs AUC:0.555 Correlated most with: Maternal Diagnosis:9ccs190:Fetal distrs:1.000 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.173 Maternal Diagnosis:9ccs195:Ot compl bir:0.122 Maternal Diagnosis:9ccs185:Long pregncy:0.103 Maternal Diagnosis:9ccs184:Early labor:-0.089 Newborn Diagnosis:9ccs219:Low birth wt:-0.082 Maternal Diagnosis:9ccs176:Contraceptiv:-0.081 Maternal Diagnosis:9ccs181:Ot preg comp:0.076 Diagnosis:9ccs240:Burns:0.076 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.068 * Vital: HR-avg5to7 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 318 | OR_unadj: 2.013 [1.408 2.877] | indivs AUC:0.546 Correlated most with: Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.182 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.151 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.138 Maternal Maternal Procedure History:93005-otherPregnancy:0.119 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.116 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.116 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.107 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.095 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.091 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.089 Census:Percent; Estimate; Percent bachelor's degree or higher-birth | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1123 | OR_unadj: 0.979 [0.754 1.271] | indivs AUC:0.419 Correlated most with: Census:Percent; Estimate; Percent bachelor's degree or higher-birth:1.000 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.997 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.948 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.946 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.919 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.915 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.794 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.792 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.746 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.744 Vital: Wt Percentile-gain7to13 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 663 | OR_unadj: 1.165 [0.818 1.659] | indivs AUC:0.568 Correlated most with: Maternal Maternal Lab History: HCG-otherPregnancy:-0.180 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.179 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.175 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.175 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.165 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.155 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.144 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.142 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.135 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:0.129 Maternal Vital: Wt-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 587 | OR_unadj: 1.252 [0.913 1.716] | indivs AUC:0.554 Correlated most with: Maternal Vital: Wt-postPregnancy:1.000 Maternal Vital: Wt-otherPregnancy:0.621 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.360 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.344 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.321 Maternal Vital: BP-postPregnancy:0.321 Maternal Vital: Ht-postPregnancy:0.305 Maternal Vital: BP-otherPregnancy:0.276 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.256 Maternal Vital: Ht-otherPregnancy:0.240 Maternal Vital: BMI-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 476 | OR_unadj: 1.407 [0.733 2.700] | indivs AUC:0.525 Correlated most with: Maternal Vital: BMI-postPregnancy:1.000 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.391 Maternal Vital: BMI-otherPregnancy:0.377 Maternal Maternal Lab History: HCG-otherPregnancy:0.336 Maternal Maternal Procedure History:81000-postPregnancy:0.331 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.317 Maternal Maternal Lab History: INHMOM-postPregnancy:0.314 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.297 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.297 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.287 * Maternal Maternal Lab History: MPV-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 481 | OR_unadj: 0.644 [0.440 0.942] | indivs AUC:0.484 Correlated most with: Maternal Maternal Lab History: MPV-postPregnancy:1.000 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:-0.417 Maternal Maternal Lab History: MPV-otherPregnancy:0.404 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.240 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.217 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:-0.207 Maternal Maternal Lab History: RBC-postPregnancy:-0.163 Maternal Maternal Lab History: RDW-postPregnancy:0.160 Maternal Maternal Lab History: LDH-postPregnancy:0.157 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.144 Vital: Ht Percentile-avg13to16 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 661 | OR_unadj: 1.285 [0.973 1.695] | indivs AUC:0.545 Correlated most with: Maternal Vital: Ht-postPregnancy:0.088 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.085 Maternal Diagnosis:9ccs184:Early labor:-0.077 Maternal Maternal Procedure History:59430-postPregnancy:-0.075 Newborn Diagnosis:9ccs223:Birth trauma:0.074 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.072 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.071 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:-0.071 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.068 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.067 Maternal Maternal Lab History: ABS LYMPH-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 437 | OR_unadj: 0.870 [0.606 1.251] | indivs AUC:0.520 Correlated most with: Maternal Maternal Lab History: ABS LYMPH-postPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.545 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.466 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.238 Maternal Maternal Lab History: WBC-postPregnancy:0.233 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.195 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.160 Maternal Maternal Lab History: RBC-postPregnancy:0.144 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.137 Maternal Maternal Lab History: FASTING-postPregnancy:0.128 Vital: Ht Percentile-avg7to10 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 538 | OR_unadj: 1.276 [0.951 1.712] | indivs AUC:0.523 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.101 Diagnosis:9ccs117:Ot circul dx:-0.084 Diagnosis:9ccs219:Low birth wt:-0.084 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.080 Diagnosis:9ccs223:Birth trauma:0.077 Maternal Maternal Lab History: NT MoM-postPregnancy:-0.072 Maternal Diagnosis:9ccs184:Early labor:-0.071 Newborn Diagnosis:9ccs224:Ot perint dx:0.070 Newborn Diagnosis:9ccs253:Allergy:-0.068 Diagnosis:9ccs8:Oth infectns:0.061 Vital: HR-avg13to16 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 418 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.481 Correlated most with: Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.141 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.092 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.081 Maternal Maternal Lab History: PH-otherPregnancy:-0.079 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.078 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.077 Diagnosis:9ccs10:Immuniz/scrn:0.070 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.068 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.065 Diagnosis:9ccs74:Ot mentl cnd:-0.061 * Vital: Wt Percentile-avg7to10 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 536 | OR_unadj: 1.504 [1.134 1.995] | indivs AUC:0.544 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.096 Newborn Diagnosis:9ccs191:Amnios dx:0.092 Maternal Diagnosis:9ccs185:Long pregncy:0.092 Maternal Diagnosis:9ccs188:Pelvic obstr:0.084 Maternal Vital: Ht Percentile-postPregnancy:-0.082 Diagnosis:9ccs155:Other GI dx:-0.082 Maternal Maternal Lab History: APTT-postPregnancy:-0.079 Maternal Maternal Procedure History:97110-postPregnancy:-0.077 Maternal Diagnosis:9ccs259:Unclassified:-0.077 Diagnosis:9ccs223:Birth trauma:0.075 Maternal Vital: BP-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 581 | OR_unadj: 0.781 [0.558 1.093] | indivs AUC:0.490 Correlated most with: Maternal Vital: BP-postPregnancy:1.000 Maternal Vital: BP-otherPregnancy:0.422 Maternal Vital: Wt-postPregnancy:0.321 Maternal Vital: Wt-otherPregnancy:0.202 Maternal Vital: Ht-postPregnancy:0.158 Maternal Vital: PL-otherPregnancy:0.157 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.142 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.142 Maternal Vital: HR-postPregnancy:0.138 Maternal Maternal Lab History: VLDL-postPregnancy:0.121 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 550 | OR_unadj: 0.945 [0.680 1.314] | indivs AUC:0.538 Correlated most with: Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:1.000 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.441 Maternal Maternal Lab History: MPV-postPregnancy:-0.417 Maternal Maternal Lab History: MCH-postPregnancy:-0.211 Maternal Maternal Lab History: MCV-postPregnancy:-0.195 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.195 Maternal Maternal Lab History: RBC-postPregnancy:0.190 Maternal Maternal Lab History: MPV-otherPregnancy:-0.177 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.148 Maternal Maternal Lab History: GLOBULIN-postPregnancy:0.148 Vital: Wt Percentile-gain3to7 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 491 | OR_unadj: 1.157 [0.795 1.685] | indivs AUC:0.536 Correlated most with: Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.108 Maternal Maternal Lab History: APTT-postPregnancy:-0.092 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:-0.091 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.088 Maternal Maternal Lab History: A/G-otherPregnancy:-0.084 Maternal Maternal Lab History: PAPP-A-otherPregnancy:-0.084 Diagnosis:9ccs213:Cardiac anom:0.082 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.081 Diagnosis:9ccs154:Gastroent:-0.079 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.077 * Vital: Wt Percentile-gain1to5 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 424 | OR_unadj: 0.622 [0.403 0.960] | indivs AUC:0.467 Correlated most with: Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.136 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:-0.117 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.113 Maternal Maternal Procedure History:90801-postPregnancy:0.104 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.098 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:-0.097 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.096 Maternal Maternal Lab History: UIBC-postPregnancy:-0.092 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.091 Maternal Vital: Wt Change-otherPregnancy:-0.088 Vital: Wt Change-avg5to7 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 425 | OR_unadj: 1.110 [0.767 1.607] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs125:Bronchitis:-0.121 Number of Visits:-0.114 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.107 Diagnosis:9ccs92:Otitis media:-0.106 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.105 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.089 Diagnosis:9ccs7:Viral infect:-0.086 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.085 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.084 Maternal Maternal Procedure History:93005-postPregnancy:-0.082 Maternal Maternal Lab History: MCH-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 550 | OR_unadj: 0.875 [0.645 1.187] | indivs AUC:0.523 Correlated most with: Maternal Maternal Lab History: MCH-postPregnancy:1.000 Maternal Maternal Lab History: MCV-postPregnancy:0.745 Maternal Maternal Lab History: RDW-postPregnancy:-0.561 Maternal Maternal Lab History: MCH-otherPregnancy:0.447 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.397 Maternal Maternal Lab History: MCV-otherPregnancy:0.389 Maternal Maternal Lab History: RBC-postPregnancy:-0.345 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.289 Maternal Maternal Lab History: RDW-otherPregnancy:-0.273 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:-0.211 Maternal Vital: HR-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 489 | OR_unadj: 0.990 [0.709 1.381] | indivs AUC:0.489 Correlated most with: Maternal Vital: HR-postPregnancy:1.000 Maternal Vital: HR-otherPregnancy:0.289 Maternal Vital: PL-postPregnancy:0.208 Maternal Maternal Procedure History:93005-otherPregnancy:-0.148 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.146 Maternal Vital: PL-otherPregnancy:0.143 Maternal Vital: BP-postPregnancy:0.138 Maternal Vital: Wt Change-postPregnancy:0.137 Maternal Vital: Temp-otherPregnancy:-0.114 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.112 * Vital: Wt Percentile-avg5to7 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 462 | OR_unadj: 1.576 [1.167 2.127] | indivs AUC:0.533 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.101 Newborn Diagnosis:9ccs217:Ot cong anom:0.098 Maternal Maternal Lab History: APTT-postPregnancy:-0.087 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.086 Maternal Diagnosis:9ccs185:Long pregncy:0.083 Diagnosis:9ccs205:Back problem:0.083 Diagnosis:9ccs138:Esophgeal dx:-0.081 Diagnosis:9ccs159:UTI:0.075 Diagnosis:9ccs219:Low birth wt:-0.072 Maternal Diagnosis:9ccs188:Pelvic obstr:0.069 Vital: Wt Change-avg7to10 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 504 | OR_unadj: 0.896 [0.600 1.337] | indivs AUC:0.505 Correlated most with: Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.141 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.141 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.130 Diagnosis:9ccs92:Otitis media:-0.126 Number of Visits:-0.120 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.103 Diagnosis:9ccs125:Bronchitis:-0.100 Maternal Maternal Procedure History:90656-postPregnancy:0.100 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.089 Maternal Maternal Procedure History:J7302-postPregnancy:0.088 Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1428 | OR_unadj: 0.961 [0.720 1.284] | indivs AUC:0.455 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:1.000 Diagnosis:9ccs255:Social admin:0.472 Diagnosis:9ccs126:Ot up rsp in:0.309 Number of Visits:0.260 Diagnosis:9ccs7:Viral infect:0.243 Diagnosis:9ccs257:Ot aftercare:0.212 Diagnosis:9ccs92:Otitis media:0.200 Diagnosis:9ccs253:Allergy:0.198 Diagnosis:9ccs125:Bronchitis:0.161 Diagnosis:9ccs90:Eye infectn:0.151 Diagnosis:9ccs74:Ot mentl cnd | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 204 | OR_unadj: 0.817 [0.565 1.182] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs74:Ot mentl cnd:1.000 Diagnosis:9ccs113:Late eff CVD:0.219 Diagnosis:9ccs94:Other ear dx:0.205 Number of Visits:0.187 Diagnosis:9ccs95:Oth nerv dx:0.179 Diagnosis:9ccs10:Immuniz/scrn:0.122 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.091 Diagnosis:9ccs126:Ot up rsp in:0.089 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.081 Diagnosis:9ccs216:Nerv cong an:0.078 Diagnosis:9ccs257:Ot aftercare | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 783 | OR_unadj: 0.992 [0.790 1.245] | indivs AUC:0.459 Correlated most with: Diagnosis:9ccs257:Ot aftercare:1.000 Number of Visits:0.371 Diagnosis:9ccs125:Bronchitis:0.288 Diagnosis:9ccs126:Ot up rsp in:0.279 Diagnosis:9ccs92:Otitis media:0.273 Diagnosis:9ccs7:Viral infect:0.225 Diagnosis:9ccs10:Immuniz/scrn:0.212 Diagnosis:9ccs255:Social admin:0.197 Diagnosis:9ccs128:Asthma:0.189 Diagnosis:9ccs122:Pneumonia:0.182 Maternal Maternal Lab History: RBC-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 550 | OR_unadj: 0.781 [0.564 1.080] | indivs AUC:0.495 Correlated most with: Maternal Maternal Lab History: RBC-postPregnancy:1.000 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.770 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.690 Maternal Maternal Lab History: MCH-postPregnancy:-0.345 Maternal Maternal Lab History: MCV-postPregnancy:-0.322 Maternal Maternal Lab History: RBC-otherPregnancy:0.290 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.286 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.270 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.261 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.230 Maternal Diagnosis:9ccs176:Contraceptiv | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 154 | OR_unadj: 0.843 [0.556 1.278] | indivs AUC:0.493 Correlated most with: Maternal Diagnosis:9ccs176:Contraceptiv:1.000 MatDeliveryAge:0.243 Maternal Diagnosis:9ccs189:Prev c-sectn:0.233 Maternal Maternal Lab History: CREATININE-postPregnancy:0.086 Maternal Diagnosis:9ccs190:Fetal distrs:-0.081 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.080 Diagnosis:9ccs76:Meningitis:0.079 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.079 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.078 Maternal Maternal Lab History: TEST NAME-postPregnancy:0.077 Diagnosis:9ccs135:Intest infct | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 470 | OR_unadj: 1.188 [0.925 1.525] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs135:Intest infct:1.000 Number of Visits:0.295 Diagnosis:9ccs126:Ot up rsp in:0.182 Diagnosis:9ccs257:Ot aftercare:0.171 Diagnosis:9ccs7:Viral infect:0.168 Diagnosis:9ccs125:Bronchitis:0.167 Diagnosis:9ccs92:Otitis media:0.154 Diagnosis:9ccs10:Immuniz/scrn:0.145 Diagnosis:9ccs255:Social admin:0.136 Diagnosis:9ccs155:Other GI dx:0.131 Diagnosis:9ccs92:Otitis media | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 817 | OR_unadj: 1.012 [0.807 1.269] | indivs AUC:0.464 Correlated most with: Diagnosis:9ccs92:Otitis media:1.000 Number of Visits:0.404 Diagnosis:9ccs126:Ot up rsp in:0.369 Diagnosis:9ccs257:Ot aftercare:0.273 Diagnosis:9ccs128:Asthma:0.232 Diagnosis:9ccs125:Bronchitis:0.230 Diagnosis:9ccs7:Viral infect:0.216 Diagnosis:9ccs255:Social admin:0.205 Diagnosis:9ccs90:Eye infectn:0.204 Diagnosis:9ccs10:Immuniz/scrn:0.200 Maternal Diagnosis:9ccs189:Prev c-sectn | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 260 | OR_unadj: 1.185 [0.871 1.613] | indivs AUC:0.520 Correlated most with: Maternal Diagnosis:9ccs189:Prev c-sectn:1.000 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.296 Maternal Diagnosis:9ccs176:Contraceptiv:0.233 MatDeliveryAge:0.193 Maternal Diagnosis:9ccs190:Fetal distrs:-0.173 Maternal Diagnosis:9ccs185:Long pregncy:-0.151 Maternal Diagnosis:9ccs168:PID:0.142 Maternal Diagnosis:9ccs155:Other GI dx:0.101 Newborn Diagnosis:9ccs218:Liveborn:-0.099 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.090 Vital: HR-avg1to3 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 265 | OR_unadj: 0.901 [0.585 1.388] | indivs AUC:0.499 Correlated most with: Maternal Maternal Procedure History:96372-otherPregnancy:0.122 Diagnosis:9ccs7:Viral infect:0.104 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.103 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:-0.095 Newborn Diagnosis:9ccs191:Amnios dx:0.090 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:-0.084 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.082 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:-0.079 Diagnosis:9ccs125:Bronchitis:0.076 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.075 Vital: Wt Change-avg3to5 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 370 | OR_unadj: 0.972 [0.656 1.439] | indivs AUC:0.549 Correlated most with: Number of Visits:-0.115 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.113 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.113 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.102 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.099 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.097 Diagnosis:9ccs133:Oth low resp:-0.097 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.093 Maternal Maternal Lab History: IRON-postPregnancy:-0.093 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.093 * Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 162 | OR_unadj: 1.954 [1.381 2.764] | indivs AUC:0.516 Correlated most with: Diagnosis:9ccs58:Ot nutrit dx:1.000 Number of Visits:0.168 Diagnosis:9ccs155:Other GI dx:0.133 Diagnosis:9ccs239:Superfic inj:0.093 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.089 Diagnosis:9ccs133:Oth low resp:0.088 Diagnosis:9ccs200:Oth skin dx:0.087 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.087 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.086 Diagnosis:9ccs257:Ot aftercare:0.081 Maternal Maternal Lab History: MCV-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 550 | OR_unadj: 0.841 [0.617 1.148] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: MCV-postPregnancy:1.000 Maternal Maternal Lab History: MCH-postPregnancy:0.745 Maternal Maternal Lab History: RDW-postPregnancy:-0.551 Maternal Maternal Lab History: MCV-otherPregnancy:0.464 Maternal Maternal Lab History: MCH-otherPregnancy:0.414 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.389 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.351 Maternal Maternal Lab History: RBC-postPregnancy:-0.322 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.220 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.219 Maternal Maternal Lab History: WBC-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 549 | OR_unadj: 1.015 [0.727 1.418] | indivs AUC:0.526 Correlated most with: Maternal Maternal Lab History: WBC-postPregnancy:1.000 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.789 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.661 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.550 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.465 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.356 Maternal Maternal Lab History: WBC-otherPregnancy:0.296 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.233 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.228 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:-0.222 Diagnosis:9ccs126:Ot up rsp in | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1288 | OR_unadj: 0.968 [0.750 1.249] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:1.000 Number of Visits:0.440 Diagnosis:9ccs92:Otitis media:0.369 Diagnosis:9ccs255:Social admin:0.356 Diagnosis:9ccs10:Immuniz/scrn:0.309 Diagnosis:9ccs257:Ot aftercare:0.279 Diagnosis:9ccs7:Viral infect:0.270 Diagnosis:9ccs125:Bronchitis:0.250 Diagnosis:9ccs90:Eye infectn:0.206 Diagnosis:9ccs253:Allergy:0.198 Maternal Diagnosis:9ccs10:Immuniz/scrn | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 181 | OR_unadj: 1.193 [0.834 1.706] | indivs AUC:0.518 Correlated most with: Maternal Diagnosis:9ccs10:Immuniz/scrn:1.000 Maternal Diagnosis:9ccs181:Ot preg comp:0.536 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.089 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.087 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.082 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.082 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.079 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.077 Maternal Maternal Procedure History:90471-otherPregnancy:0.076 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.071 Vital: HR-avg16to19 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 366 | OR_unadj: 1.321 [0.899 1.943] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.092 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.089 Diagnosis:9ccs125:Bronchitis:0.084 Newborn Diagnosis:9ccs217:Ot cong anom:0.083 Maternal Maternal Procedure History:59430-postPregnancy:0.080 Maternal Maternal Lab History: MONOS-otherPregnancy:0.079 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.077 Diagnosis:9ccs217:Ot cong anom:0.074 Diagnosis:9ccs247:Lymph enlarg:-0.073 Maternal Vital: Wt Percentile-otherPregnancy:-0.070 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 550 | OR_unadj: 1.000 [0.742 1.347] | indivs AUC:0.522 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:1.000 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.945 Maternal Maternal Lab History: RBC-postPregnancy:0.690 Maternal Maternal Lab History: RDW-postPregnancy:-0.496 Maternal Maternal Lab History: MCH-postPregnancy:0.397 Maternal Maternal Lab History: MCV-postPregnancy:0.389 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.377 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.325 Maternal Maternal Lab History: MCH-otherPregnancy:0.281 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.274 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 439 | OR_unadj: 0.858 [0.606 1.215] | indivs AUC:0.530 Correlated most with: Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:1.000 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.793 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.751 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:-0.545 Maternal Maternal Lab History: WBC-postPregnancy:0.465 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.447 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.368 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.364 Maternal Maternal Lab History: RBC-postPregnancy:-0.261 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.227 Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 507 | OR_unadj: 0.895 [0.695 1.152] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs200:Oth skin dx:1.000 Number of Visits:0.249 Diagnosis:9ccs253:Allergy:0.229 Diagnosis:9ccs7:Viral infect:0.216 Diagnosis:9ccs239:Superfic inj:0.169 Diagnosis:9ccs155:Other GI dx:0.168 Diagnosis:9ccs198:Ot infl skin:0.160 Diagnosis:9ccs126:Ot up rsp in:0.151 Diagnosis:9ccs10:Immuniz/scrn:0.148 Diagnosis:9ccs133:Oth low resp:0.147 Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 159 | OR_unadj: 1.256 [0.863 1.827] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.473 Newborn Diagnosis:9ccs96:Hrt valve dx:0.250 Diagnosis:9ccs117:Ot circul dx:0.228 Newborn Diagnosis:9ccs213:Cardiac anom:0.208 Diagnosis:9ccs244:Other injury:0.101 Maternal Diagnosis:9ccs149:Biliary dx:0.101 Diagnosis:9ccs91:Other eye dx:0.097 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.091 Diagnosis:9ccs83:Epilepsy/cnv:0.089 Maternal Maternal Lab History: RDW-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 550 | OR_unadj: 0.926 [0.655 1.310] | indivs AUC:0.528 Correlated most with: Maternal Maternal Lab History: RDW-postPregnancy:1.000 Maternal Maternal Lab History: MCH-postPregnancy:-0.561 Maternal Maternal Lab History: MCV-postPregnancy:-0.551 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.496 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:-0.407 Maternal Maternal Lab History: RDW-otherPregnancy:0.351 Maternal Maternal Lab History: MCH-otherPregnancy:-0.323 Maternal Maternal Lab History: MCV-otherPregnancy:-0.301 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.276 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.265 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 223 | OR_unadj: 0.953 [0.574 1.583] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:1.000 Lab:294147 FREE T4 - LMC:-0.208 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.203 Lab:294205 TSH REFLEX TO FT4 - LMC:0.167 Maternal Diagnosis:9ccs186:DM in preg:0.167 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.142 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.137 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.131 Maternal Maternal Lab History: ALT-postPregnancy:0.131 Maternal Maternal Procedure History:86580-postPregnancy:0.124 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 561 | OR_unadj: 0.789 [0.525 1.186] | indivs AUC:0.525 Correlated most with: Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:1.000 Maternal Maternal Procedure History:81000-postPregnancy:0.727 Maternal Maternal Procedure History:99401-postPregnancy:0.319 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.308 Maternal Vital: BMI-postPregnancy:0.279 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.250 Maternal Maternal Procedure History:90656-otherPregnancy:-0.246 Maternal Maternal Lab History: POLYS-postPregnancy:0.246 Maternal Maternal Procedure History:99000-postPregnancy:0.235 Maternal Maternal Lab History: CREATININE-otherPregnancy:-0.235 * Diagnosis:9ccs128:Asthma | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 202 | OR_unadj: 1.499 [1.080 2.082] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs128:Asthma:1.000 Number of Visits:0.320 Diagnosis:9ccs122:Pneumonia:0.304 Diagnosis:9ccs125:Bronchitis:0.246 Diagnosis:9ccs92:Otitis media:0.232 Diagnosis:9ccs257:Ot aftercare:0.189 Diagnosis:9ccs133:Oth low resp:0.170 Diagnosis:9ccs127:COPD:0.160 Diagnosis:9ccs126:Ot up rsp in:0.156 Diagnosis:9ccs7:Viral infect:0.137 Diagnosis:9ccs90:Eye infectn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 443 | OR_unadj: 1.060 [0.819 1.372] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs90:Eye infectn:1.000 Number of Visits:0.288 Diagnosis:9ccs126:Ot up rsp in:0.206 Diagnosis:9ccs92:Otitis media:0.204 Diagnosis:9ccs7:Viral infect:0.180 Diagnosis:9ccs125:Bronchitis:0.175 Diagnosis:9ccs91:Other eye dx:0.173 Diagnosis:9ccs10:Immuniz/scrn:0.151 Diagnosis:9ccs257:Ot aftercare:0.148 Diagnosis:9ccs155:Other GI dx:0.131 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 507 | OR_unadj: 0.769 [0.544 1.086] | indivs AUC:0.465 Correlated most with: Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.793 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.616 Maternal Maternal Lab History: WBC-postPregnancy:-0.550 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.466 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.461 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.377 Maternal Maternal Lab History: POLYS-postPregnancy:-0.374 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.312 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.297 Vital: Ht Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 407 | OR_unadj: 1.123 [0.792 1.592] | indivs AUC:0.524 Correlated most with: Diagnosis:9ccs223:Birth trauma:0.105 Maternal Maternal Lab History: UIBC-postPregnancy:-0.095 Maternal Diagnosis:9ccs185:Long pregncy:0.091 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.086 Newborn Diagnosis:9ccs219:Low birth wt:-0.084 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.083 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:-0.081 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.080 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.079 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.078 Vital: Wt Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 348 | OR_unadj: 1.343 [0.953 1.892] | indivs AUC:0.493 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.108 Newborn Diagnosis:9ccs219:Low birth wt:-0.105 Diagnosis:9ccs219:Low birth wt:-0.099 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.097 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.094 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.094 Maternal Diagnosis:9ccs184:Early labor:-0.092 Diagnosis:9ccs138:Esophgeal dx:-0.090 Maternal Maternal Lab History: MONOS-otherPregnancy:0.089 Maternal Diagnosis:9ccs183:HTN in preg:-0.088 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 335 | OR_unadj: 1.210 [0.822 1.780] | indivs AUC:0.501 Correlated most with: Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.197 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.178 Maternal Vital: RR-otherPregnancy:0.159 Maternal Vital: Ht Percentile-postPregnancy:0.156 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.142 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.131 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.130 Maternal Vital: Ht Percentile-otherPregnancy:0.124 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:-0.123 Vital: Ht Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 452 | OR_unadj: 0.762 [0.526 1.105] | indivs AUC:0.466 Correlated most with: Maternal Maternal Lab History: UIBC-postPregnancy:-0.112 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.112 Maternal Maternal Lab History: MONOS-otherPregnancy:-0.099 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.093 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.088 Maternal Maternal Procedure History:90801-postPregnancy:0.088 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.086 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.078 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.077 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.076 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 550 | OR_unadj: 0.931 [0.684 1.267] | indivs AUC:0.501 Correlated most with: Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.945 Maternal Maternal Lab History: RBC-postPregnancy:0.770 Maternal Maternal Lab History: RDW-postPregnancy:-0.407 Maternal Maternal Lab History: MCV-postPregnancy:0.351 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.317 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.313 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.297 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.289 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.289 Newborn Diagnosis:9ccs222:Perint jaund | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 184 | OR_unadj: 1.088 [0.758 1.563] | indivs AUC:0.503 Correlated most with: Newborn Diagnosis:9ccs222:Perint jaund:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.329 Maternal Diagnosis:9ccs184:Early labor:0.276 Newborn Diagnosis:9ccs256:Exam/eval:0.269 Diagnosis:9ccs219:Low birth wt:0.213 Newborn Diagnosis:9ccs253:Allergy:0.185 Newborn Diagnosis:9ccs221:Resp distres:0.144 Maternal Diagnosis:9ccs183:HTN in preg:0.127 Newborn Diagnosis:9ccs224:Ot perint dx:0.121 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.112 Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 128 | OR_unadj: 1.484 [0.995 2.214] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs136:Teeth dx:1.000 Number of Visits:0.153 Diagnosis:9ccs7:Viral infect:0.113 Diagnosis:9ccs10:Immuniz/scrn:0.105 Newborn Diagnosis:9ccs218:Liveborn:-0.094 Diagnosis:9ccs155:Other GI dx:0.094 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.093 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.090 Diagnosis:9ccs137:Mouth dx:0.085 Diagnosis:9ccs2603:E Codes: Fall:0.083 Vital: HR-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 273 | OR_unadj: 0.649 [0.397 1.061] | indivs AUC:0.486 Correlated most with: Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.100 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.082 Maternal Maternal Procedure History:59430-postPregnancy:0.080 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.079 Maternal Diagnosis:9ccs185:Long pregncy:-0.079 Diagnosis:9ccs224:Ot perint dx:0.077 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.076 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.076 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.074 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:-0.073 Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 107 | OR_unadj: 1.091 [0.565 2.105] | indivs AUC:0.498 Correlated most with: Lab:295669 BILIRUBIN DIRECT - LMC:1.000 Lab:294203 BILIRUBIN TOTAL - LMC:0.374 Diagnosis:9ccs62:Coag/hemr dx:-0.113 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.096 Maternal Diagnosis:9ccs5:HIV infectn:-0.088 Maternal Diagnosis:9ccs48:Thyroid dsor:0.078 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.078 Maternal Maternal Lab History: ANION GAP-postPregnancy:-0.076 Maternal Diagnosis:9ccs98:HTN:0.075 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.071 * Diagnosis:9ccs122:Pneumonia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 170 | OR_unadj: 1.447 [1.015 2.063] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs122:Pneumonia:1.000 Diagnosis:9ccs128:Asthma:0.304 Number of Visits:0.287 Diagnosis:9ccs125:Bronchitis:0.187 Diagnosis:9ccs257:Ot aftercare:0.182 Diagnosis:9ccs92:Otitis media:0.169 Diagnosis:9ccs126:Ot up rsp in:0.153 Diagnosis:9ccs90:Eye infectn:0.129 Diagnosis:9ccs135:Intest infct:0.128 Diagnosis:9ccs127:COPD:0.127 Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 466 | OR_unadj: 0.954 [0.738 1.234] | indivs AUC:0.485 Correlated most with: Diagnosis:9ccs155:Other GI dx:1.000 Number of Visits:0.323 Diagnosis:9ccs7:Viral infect:0.202 Diagnosis:9ccs154:Gastroent:0.191 Diagnosis:9ccs253:Allergy:0.183 Diagnosis:9ccs133:Oth low resp:0.172 Diagnosis:9ccs126:Ot up rsp in:0.171 Diagnosis:9ccs200:Oth skin dx:0.168 Diagnosis:9ccs257:Ot aftercare:0.152 Diagnosis:9ccs10:Immuniz/scrn:0.146 Diagnosis:9ccs125:Bronchitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 481 | OR_unadj: 0.983 [0.763 1.267] | indivs AUC:0.531 Correlated most with: Diagnosis:9ccs125:Bronchitis:1.000 Number of Visits:0.293 Diagnosis:9ccs257:Ot aftercare:0.288 Diagnosis:9ccs126:Ot up rsp in:0.250 Diagnosis:9ccs128:Asthma:0.246 Diagnosis:9ccs92:Otitis media:0.230 Diagnosis:9ccs7:Viral infect:0.219 Diagnosis:9ccs122:Pneumonia:0.187 Diagnosis:9ccs90:Eye infectn:0.175 Diagnosis:9ccs135:Intest infct:0.167 * Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 439 | OR_unadj: 0.670 [0.455 0.986] | indivs AUC:0.455 Correlated most with: Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:1.000 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.562 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.273 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.175 Maternal Maternal Lab History: AST-otherPregnancy:0.138 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.114 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.105 Maternal Maternal Lab History: AST-postPregnancy:0.104 Maternal Maternal Lab History: SODIUM-otherPregnancy:0.103 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.102 Vital: Wt for Len Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 504 | OR_unadj: 1.284 [0.941 1.751] | indivs AUC:0.596 Correlated most with: Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.075 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.072 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.070 Maternal Diagnosis:9ccs190:Fetal distrs:0.069 Lab:294147 FREE T4 - LMC:0.066 Maternal Maternal Lab History: ANION GAP-postPregnancy:-0.066 Maternal Maternal Procedure History:90746-postPregnancy:0.066 Diagnosis:9ccs117:Ot circul dx:-0.065 Diagnosis:9ccs211:Ot conn tiss:-0.063 Diagnosis:9ccs208:Acq foot def:0.059 Vital: Ht Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 309 | OR_unadj: 1.145 [0.783 1.674] | indivs AUC:0.507 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.139 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.121 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.120 Maternal Maternal Lab History: HCG-otherPregnancy:-0.117 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.115 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.110 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.107 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.103 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.099 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.099 Vital: Wt Change-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 316 | OR_unadj: 0.819 [0.534 1.257] | indivs AUC:0.475 Correlated most with: Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.097 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.092 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.090 Maternal Maternal Lab History: NT MoM-postPregnancy:-0.086 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.084 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.083 Maternal Maternal Procedure History:97014-postPregnancy:-0.081 Maternal Maternal Procedure History:J1055-postPregnancy:0.080 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.078 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.078 Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 107 | OR_unadj: 0.882 [0.382 2.035] | indivs AUC:0.513 Correlated most with: Lab:294203 BILIRUBIN TOTAL - LMC:1.000 Lab:295669 BILIRUBIN DIRECT - LMC:0.374 Diagnosis:9ccs151:Oth liver dx:-0.123 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:-0.114 Maternal Diagnosis:9ccs48:Thyroid dsor:0.109 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:-0.101 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.101 Diagnosis:9ccs222:Perint jaund:-0.101 Diagnosis:9ccs205:Back problem:0.095 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.091 Vital: Wt Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 363 | OR_unadj: 1.189 [0.815 1.732] | indivs AUC:0.515 Correlated most with: Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.128 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.125 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.121 Maternal Diagnosis:9ccs211:Ot conn tiss:0.112 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.110 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.106 Maternal Vital: Wt Change-otherPregnancy:0.098 Maternal Maternal Procedure History:90656-postPregnancy:0.095 Maternal Maternal Lab History: AFP-otherPregnancy:-0.092 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.090 Maternal Diagnosis:9ccs49:DiabMel no c | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 45 | OR_unadj: 1.619 [0.853 3.076] | indivs AUC:0.495 Correlated most with: Maternal Diagnosis:9ccs49:DiabMel no c:1.000 Maternal Diagnosis:9ccs186:DM in preg:0.454 Newborn Diagnosis:9ccs259:Unclassified:0.168 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.161 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.127 MatDeliveryAge:0.121 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.115 Lab:294147 FREE T4 - LMC:-0.114 Newborn Diagnosis:9ccs253:Allergy:0.104 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.103 Vital: RR-avg10to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 258 | OR_unadj: 1.045 [0.647 1.689] | indivs AUC:0.535 Correlated most with: Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.135 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.104 Diagnosis:9ccs2:Septicemia:0.099 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:-0.079 Diagnosis:9ccs125:Bronchitis:0.074 Maternal Maternal Lab History: PT-otherPregnancy:0.072 Diagnosis:9ccs135:Intest infct:0.072 Diagnosis:9ccs47:Ot bnign neo:-0.070 Diagnosis:9ccs7:Viral infect:0.067 Diagnosis:9ccs159:UTI:0.066 Vital: Wt Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 396 | OR_unadj: 1.125 [0.805 1.571] | indivs AUC:0.529 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.114 Newborn Diagnosis:9ccs217:Ot cong anom:0.107 Maternal Maternal Lab History: IRON-postPregnancy:-0.103 Maternal Diagnosis:9ccs185:Long pregncy:0.088 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.077 Diagnosis:9ccs219:Low birth wt:-0.074 Newborn Diagnosis:9ccs219:Low birth wt:-0.072 Diagnosis:9ccs138:Esophgeal dx:-0.071 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.070 Maternal Maternal Procedure History:90801-postPregnancy:0.070 Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 117 | OR_unadj: 1.492 [0.984 2.262] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs259:Unclassified:1.000 Diagnosis:9ccs143:Abdom hernia:0.100 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.086 Diagnosis:9ccs250:Nausea/vomit:0.084 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.082 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.079 Diagnosis:9ccs48:Thyroid dsor:0.079 Newborn Diagnosis:9ccs219:Low birth wt:0.077 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.077 Diagnosis:9ccs240:Burns:0.076 * Maternal Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 29 | OR_unadj: 2.939 [1.401 6.164] | indivs AUC:0.501 Correlated most with: Maternal Diagnosis:9ccs58:Ot nutrit dx:1.000 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.242 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.213 Maternal Diagnosis:9ccs181:Ot preg comp:0.201 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.184 Maternal Diagnosis:9ccs128:Asthma:0.183 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.174 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.167 Maternal Diagnosis:9ccs183:HTN in preg:0.163 Maternal Maternal Lab History: APTT-postPregnancy:0.150 Vital: Wt Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 299 | OR_unadj: 1.324 [0.896 1.956] | indivs AUC:0.514 Correlated most with: Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.127 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.123 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.117 Maternal Maternal Lab History: HCG-otherPregnancy:-0.117 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.116 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.115 Maternal Diagnosis:9ccs185:Long pregncy:0.114 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.114 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.114 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.114 Vital: Wt Change-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 225 | OR_unadj: 0.845 [0.517 1.380] | indivs AUC:0.490 Correlated most with: Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.168 Diagnosis:9ccs222:Perint jaund:-0.119 Maternal Maternal Lab History: MONOS-otherPregnancy:0.119 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.114 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.110 Maternal Maternal Procedure History:81025-postPregnancy:0.098 Maternal Maternal Procedure History:J1055-postPregnancy:0.096 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.093 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.093 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.093 Diagnosis:9ccs222:Perint jaund | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 225 | OR_unadj: 0.925 [0.656 1.303] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs222:Perint jaund:1.000 Diagnosis:9ccs151:Oth liver dx:0.181 Newborn Diagnosis:9ccs222:Perint jaund:0.108 Lab:294203 BILIRUBIN TOTAL - LMC:-0.101 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.077 Maternal Diagnosis:9ccs7:Viral infect:0.075 Diagnosis:9ccs224:Ot perint dx:0.073 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.070 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:-0.069 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.068 Maternal Maternal Lab History: BASOPHIL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 485 | OR_unadj: 0.826 [0.561 1.217] | indivs AUC:0.527 Correlated most with: Maternal Maternal Lab History: BASOPHIL-postPregnancy:1.000 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.461 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.368 Maternal Maternal Lab History: WBC-postPregnancy:-0.356 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.317 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.314 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.292 Maternal Maternal Lab History: RBC-postPregnancy:0.270 Maternal Maternal Lab History: POLYS-postPregnancy:-0.242 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.240 Vital: RR-avg19to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 186 | OR_unadj: 1.215 [0.655 2.254] | indivs AUC:0.480 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.309 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.303 Maternal Maternal Lab History: ALT-otherPregnancy:0.141 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.122 Maternal Maternal Procedure History:J7302-postPregnancy:0.120 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.115 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.106 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.096 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.095 Diagnosis:9ccs8:Oth infectns:0.094 Diagnosis:9ccs197:Skin infectn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 189 | OR_unadj: 1.047 [0.730 1.501] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs197:Skin infectn:1.000 Number of Visits:0.162 Diagnosis:9ccs239:Superfic inj:0.115 Diagnosis:9ccs10:Immuniz/scrn:0.108 Diagnosis:9ccs253:Allergy:0.105 Diagnosis:9ccs137:Mouth dx:0.104 Diagnosis:9ccs138:Esophgeal dx:0.103 Diagnosis:9ccs200:Oth skin dx:0.103 Diagnosis:9ccs92:Otitis media:0.099 Diagnosis:9ccs7:Viral infect:0.089 Vital: Wt for Len Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 495 | OR_unadj: 1.260 [0.921 1.724] | indivs AUC:0.589 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:-0.088 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.084 Diagnosis:9ccs3:Oth bact inf:-0.076 Maternal Diagnosis:9ccs190:Fetal distrs:0.072 Maternal Diagnosis:9ccs106:Dysrhythmia:-0.068 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.067 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:-0.064 Lab:294147 FREE T4 - LMC:0.063 Maternal Maternal Procedure History:90746-postPregnancy:0.062 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.059 Diagnosis:9ccs198:Ot infl skin | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 237 | OR_unadj: 1.022 [0.735 1.419] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs198:Ot infl skin:1.000 Diagnosis:9ccs253:Allergy:0.187 Diagnosis:9ccs200:Oth skin dx:0.160 Number of Visits:0.121 Diagnosis:9ccs10:Immuniz/scrn:0.106 Diagnosis:9ccs7:Viral infect:0.101 Diagnosis:9ccs126:Ot up rsp in:0.097 Diagnosis:9ccs255:Social admin:0.089 Diagnosis:9ccs92:Otitis media:0.082 Diagnosis:9ccs91:Other eye dx:0.081 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 435 | OR_unadj: 0.805 [0.541 1.197] | indivs AUC:0.512 Correlated most with: Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:1.000 Maternal Maternal Lab History: WBC-postPregnancy:0.789 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.751 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.701 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.616 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.314 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.289 Maternal Maternal Lab History: WBC-otherPregnancy:0.245 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.227 Maternal Maternal Lab History: RBC-postPregnancy:-0.226 Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 67 | OR_unadj: 1.420 [0.825 2.447] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs159:UTI:1.000 Diagnosis:9ccs161:Ot dx kidney:0.225 Number of Visits:0.172 Diagnosis:9ccs163:Other GU dx:0.164 Diagnosis:9ccs2:Septicemia:0.129 Diagnosis:9ccs257:Ot aftercare:0.120 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.117 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.115 Maternal Maternal Lab History: RUBELLA-postPregnancy:0.104 Maternal Maternal Lab History: PTT-otherPregnancy:0.096 Vital: RR-avg7to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 249 | OR_unadj: 1.208 [0.786 1.858] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs7:Viral infect:0.109 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.099 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.098 Maternal Maternal Lab History: BASOPHIL-otherPregnancy:-0.094 Diagnosis:9ccs125:Bronchitis:0.093 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.088 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.085 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.085 Diagnosis:9ccs219:Low birth wt:0.080 Maternal Maternal Lab History: LDL-otherPregnancy:0.077 Vital: HR-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 196 | OR_unadj: 1.544 [0.961 2.479] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs259:Unclassified:0.140 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.082 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:-0.081 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.081 Diagnosis:9ccs213:Cardiac anom:0.081 Diagnosis:9ccs4:Mycoses:0.075 Diagnosis:9ccs223:Birth trauma:0.069 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.067 Maternal Maternal Lab History: FREE T3-postPregnancy:0.066 Maternal Diagnosis:9ccs48:Thyroid dsor:-0.066 Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 156 | OR_unadj: 0.984 [0.661 1.465] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs91:Other eye dx:1.000 Diagnosis:9ccs89:Blindness:0.242 Diagnosis:9ccs90:Eye infectn:0.173 Number of Visits:0.142 Diagnosis:9ccs7:Viral infect:0.121 Diagnosis:9ccs217:Ot cong anom:0.110 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.100 Diagnosis:9ccs96:Hrt valve dx:0.097 Diagnosis:9ccs134:Ot uppr resp:0.096 Diagnosis:9ccs258:Other screen:0.093 Vital: Ht Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 388 | OR_unadj: 1.032 [0.709 1.504] | indivs AUC:0.540 Correlated most with: Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.119 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.119 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.118 Maternal Diagnosis:9ccs58:Ot nutrit dx:-0.117 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.108 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.107 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:-0.105 Maternal Diagnosis:9ccs211:Ot conn tiss:0.102 Maternal Maternal Lab History: AFP-otherPregnancy:-0.092 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.090 Maternal Maternal Lab History: POTASSIUM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 315 | OR_unadj: 0.735 [0.466 1.159] | indivs AUC:0.480 Correlated most with: Maternal Maternal Lab History: POTASSIUM-postPregnancy:1.000 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:0.235 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.153 Maternal Maternal Procedure History:90472-postPregnancy:0.146 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.135 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.134 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.127 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.127 Maternal Maternal Lab History: RBC-postPregnancy:0.126 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.126 Maternal Maternal Procedure History:99000-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 312 | OR_unadj: 0.695 [0.395 1.225] | indivs AUC:0.503 Correlated most with: Maternal Maternal Procedure History:99000-postPregnancy:1.000 Maternal Maternal Procedure History:99401-postPregnancy:0.236 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.235 Maternal Maternal Procedure History:86703-postPregnancy:0.227 Maternal Maternal Lab History: A/G-postPregnancy:0.212 Maternal Maternal Procedure History:99000-otherPregnancy:-0.210 Maternal Maternal Procedure History:81000-postPregnancy:0.210 Maternal Maternal Lab History: HCG-otherPregnancy:0.201 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.196 Maternal Maternal Procedure History:90656-otherPregnancy:-0.194 Vital: Ht Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 371 | OR_unadj: 1.004 [0.693 1.454] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.111 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.099 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.097 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.097 Maternal Diagnosis:9ccs185:Long pregncy:0.096 Maternal Diagnosis:9ccs184:Early labor:-0.095 Newborn Diagnosis:9ccs219:Low birth wt:-0.091 Maternal Diagnosis:9ccs183:HTN in preg:-0.088 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.087 Diagnosis:9ccs117:Ot circul dx:-0.082 Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 20 | OR_unadj: 2.386 [0.968 5.880] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs117:Ot circul dx:1.000 Diagnosis:9ccs96:Hrt valve dx:0.228 Diagnosis:9ccs213:Cardiac anom:0.225 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.204 Newborn Diagnosis:9ccs253:Allergy:0.164 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.119 Newborn Diagnosis:9ccs213:Cardiac anom:0.107 Maternal Maternal Lab History: FREE T3-postPregnancy:-0.101 Newborn Diagnosis:9ccs191:Amnios dx:0.095 Diagnosis:9ccs47:Ot bnign neo:0.093 Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 244 | OR_unadj: 1.121 [0.815 1.542] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs133:Oth low resp:1.000 Number of Visits:0.321 Diagnosis:9ccs256:Exam/eval:0.184 Diagnosis:9ccs155:Other GI dx:0.172 Diagnosis:9ccs128:Asthma:0.170 Diagnosis:9ccs154:Gastroent:0.166 Diagnosis:9ccs253:Allergy:0.164 Diagnosis:9ccs126:Ot up rsp in:0.155 Diagnosis:9ccs127:COPD:0.155 Diagnosis:9ccs7:Viral infect:0.149 Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 1.032 [0.714 1.490] | indivs AUC:0.518 Correlated most with: Diagnosis:9ccs59:Anemia:1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.135 Diagnosis:9ccs216:Nerv cong an:0.108 Number of Visits:0.088 Diagnosis:9ccs10:Immuniz/scrn:0.085 Diagnosis:9ccs255:Social admin:0.076 Diagnosis:9ccs137:Mouth dx:0.075 Diagnosis:9ccs4:Mycoses:0.074 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.072 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.070 Maternal Maternal Lab History: CREATININE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 317 | OR_unadj: nan [ nan nan] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: CREATININE-postPregnancy:1.000 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.435 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.366 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.331 Maternal Maternal Procedure History:99000-otherPregnancy:0.220 Maternal Maternal Lab History: INR-postPregnancy:0.214 Maternal Maternal Procedure History:90656-otherPregnancy:0.211 Maternal Vital: Temp-postPregnancy:0.196 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.195 Maternal Maternal Procedure History:J7300-postPregnancy:0.169 Maternal Vital: Temp-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 242 | OR_unadj: 1.074 [0.524 2.198] | indivs AUC:0.466 Correlated most with: Maternal Vital: Temp-postPregnancy:1.000 Maternal Vital: Temp-otherPregnancy:0.232 Maternal Maternal Lab History: CREATININE-postPregnancy:0.196 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.163 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.160 Maternal Maternal Procedure History:86703-otherPregnancy:-0.160 Maternal Maternal Lab History: MCV-postPregnancy:-0.158 Maternal Maternal Lab History: RDW-postPregnancy:0.146 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.144 Maternal Maternal Procedure History:99000-postPregnancy:-0.138 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 436 | OR_unadj: 0.813 [0.567 1.167] | indivs AUC:0.480 Correlated most with: Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:1.000 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.701 Maternal Maternal Lab History: WBC-postPregnancy:0.661 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:0.562 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.377 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.364 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:-0.176 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.173 Maternal Maternal Lab History: RBC-postPregnancy:-0.173 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:-0.169 Diagnosis:9ccs137:Mouth dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 0.765 [0.440 1.331] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs137:Mouth dx:1.000 Diagnosis:9ccs258:Other screen:0.165 Number of Visits:0.153 Diagnosis:9ccs200:Oth skin dx:0.105 Diagnosis:9ccs197:Skin infectn:0.104 Diagnosis:9ccs239:Superfic inj:0.094 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.094 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.093 Diagnosis:9ccs7:Viral infect:0.091 Diagnosis:9ccs147:Anal/rectal:0.087 Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1654 | OR_unadj: 0.852 [0.530 1.371] | indivs AUC:0.494 Correlated most with: Newborn Diagnosis:9ccs10:Immuniz/scrn:1.000 Newborn Diagnosis:9ccs94:Other ear dx:0.397 Newborn Diagnosis:9ccs0:No DX:-0.357 Newborn Diagnosis:9ccs259:Unclassified:-0.241 Newborn Diagnosis:9ccs219:Low birth wt:-0.202 Newborn Diagnosis:9ccs221:Resp distres:-0.183 Maternal Diagnosis:9ccs184:Early labor:-0.131 Diagnosis:9ccs219:Low birth wt:-0.122 Newborn Diagnosis:9ccs213:Cardiac anom:-0.113 Newborn Diagnosis:9ccs256:Exam/eval:-0.113 Maternal Maternal Procedure History:81000-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 321 | OR_unadj: 0.850 [0.478 1.511] | indivs AUC:0.552 Correlated most with: Maternal Maternal Procedure History:81000-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.727 Maternal Maternal Procedure History:99401-postPregnancy:0.343 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.336 Maternal Vital: BMI-postPregnancy:0.331 Maternal Maternal Lab History: POLYS-postPregnancy:0.269 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.253 Maternal Maternal Procedure History:86703-postPregnancy:0.252 Maternal Maternal Procedure History:81000-otherPregnancy:0.237 Maternal Maternal Procedure History:90656-otherPregnancy:-0.210 Maternal Vital: Ht-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 261 | OR_unadj: 0.765 [0.475 1.231] | indivs AUC:0.503 Correlated most with: Maternal Vital: Ht-otherPregnancy:1.000 Maternal Vital: Ht-postPregnancy:0.602 Maternal Vital: Wt-otherPregnancy:0.369 Maternal Vital: BP-otherPregnancy:0.285 Maternal Vital: Wt-postPregnancy:0.240 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.161 Maternal Vital: Wt Percentile-postPregnancy:0.160 Maternal Vital: Ht Percentile-otherPregnancy:0.156 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.153 Maternal Maternal Procedure History:99000-postPregnancy:0.148 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 304 | OR_unadj: 0.645 [0.353 1.178] | indivs AUC:0.468 Correlated most with: Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.229 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.222 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.206 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.205 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.202 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.178 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.176 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.170 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.168 Vital: RR-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 165 | OR_unadj: 1.209 [0.727 2.010] | indivs AUC:0.470 Correlated most with: Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:-0.114 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.107 Maternal Diagnosis:9ccs259:Unclassified:-0.083 Diagnosis:9ccs75:Hx mental dx:-0.080 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.070 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:-0.065 Diagnosis:9ccs244:Other injury:-0.063 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.063 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.061 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.058 * Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 317 | OR_unadj: 0.556 [0.345 0.895] | indivs AUC:0.462 Correlated most with: Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:1.000 Maternal Maternal Lab History: PH-postPregnancy:0.314 Maternal Maternal Lab History: SODIUM-postPregnancy:0.275 Maternal Maternal Lab History: PO2-postPregnancy:-0.182 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.177 Maternal Maternal Lab History: ALT-postPregnancy:0.174 Maternal Maternal Procedure History:85018-postPregnancy:0.171 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.170 Maternal Maternal Lab History: BUN-postPregnancy:0.138 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.136 Maternal Maternal Lab History: CHLORIDE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 315 | OR_unadj: 0.897 [0.598 1.346] | indivs AUC:0.514 Correlated most with: Maternal Maternal Lab History: CHLORIDE-postPregnancy:1.000 Maternal Maternal Lab History: SODIUM-postPregnancy:0.329 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.266 Maternal Maternal Lab History: CALCIUM-postPregnancy:-0.257 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.234 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.215 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:0.172 Maternal Maternal Lab History: A/G-postPregnancy:0.144 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:0.142 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:-0.140 Diagnosis:9ccs4:Mycoses | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 1.068 [0.742 1.539] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs4:Mycoses:1.000 Number of Visits:0.185 Diagnosis:9ccs92:Otitis media:0.150 Diagnosis:9ccs200:Oth skin dx:0.133 Diagnosis:9ccs253:Allergy:0.131 Diagnosis:9ccs126:Ot up rsp in:0.128 Diagnosis:9ccs7:Viral infect:0.095 Diagnosis:9ccs155:Other GI dx:0.087 Diagnosis:9ccs76:Meningitis:0.082 Diagnosis:9ccs257:Ot aftercare:0.081 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 333 | OR_unadj: 0.596 [0.351 1.010] | indivs AUC:0.499 Correlated most with: Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:1.000 Maternal Maternal Procedure History:81025-postPregnancy:0.333 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.254 Maternal Maternal Procedure History:58300-postPregnancy:-0.213 Maternal Maternal Procedure History:96372-postPregnancy:0.206 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.177 Maternal Maternal Procedure History:J1055-postPregnancy:0.163 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.143 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.137 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.133 Newborn Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 71 | OR_unadj: 1.211 [0.701 2.093] | indivs AUC:0.505 Correlated most with: Newborn Diagnosis:9ccs259:Unclassified:1.000 Maternal Diagnosis:9ccs186:DM in preg:0.347 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.241 Maternal Diagnosis:9ccs49:DiabMel no c:0.168 MatDeliveryAge:0.132 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.108 Newborn Diagnosis:9ccs219:Low birth wt:0.094 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.092 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.086 Newborn Diagnosis:9ccs221:Resp distres:0.083 Diagnosis:9ccs250:Nausea/vomit | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 1.171 [0.713 1.922] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs250:Nausea/vomit:1.000 Diagnosis:9ccs138:Esophgeal dx:0.202 Number of Visits:0.181 Diagnosis:9ccs141:Ot dx stomch:0.179 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.140 Diagnosis:9ccs133:Oth low resp:0.140 Maternal Maternal Lab History: HCG-otherPregnancy:0.134 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.128 Maternal Maternal Lab History: INHMOM-postPregnancy:0.127 Diagnosis:9ccs155:Other GI dx:0.125 Maternal Maternal Lab History: MCV-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 241 | OR_unadj: 0.683 [0.426 1.095] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: MCV-otherPregnancy:1.000 Maternal Maternal Lab History: MCH-otherPregnancy:0.775 Maternal Maternal Lab History: RDW-otherPregnancy:-0.533 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.489 Maternal Maternal Lab History: MCV-postPregnancy:0.464 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.451 Maternal Maternal Lab History: MCH-postPregnancy:0.389 Maternal Maternal Lab History: RBC-otherPregnancy:-0.334 Maternal Maternal Lab History: RDW-postPregnancy:-0.301 Maternal Maternal Lab History: IRON-postPregnancy:0.233 Maternal Vital: Wt Change-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 255 | OR_unadj: 0.977 [0.645 1.479] | indivs AUC:0.507 Correlated most with: Maternal Vital: Wt Change-postPregnancy:1.000 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:0.246 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.241 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:-0.199 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.189 Maternal Maternal Procedure History:45300-postPregnancy:0.177 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.156 Newborn Diagnosis:9ccs95:Oth nerv dx:0.140 Maternal Vital: HR-postPregnancy:0.137 Maternal Maternal Lab History: LDL-postPregnancy:-0.133 Diagnosis:9ccs113:Late eff CVD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 169 | OR_unadj: 1.068 [0.732 1.557] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs113:Late eff CVD:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.219 Diagnosis:9ccs94:Other ear dx:0.198 Diagnosis:9ccs75:Hx mental dx:0.127 Number of Visits:0.112 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.107 Diagnosis:9ccs126:Ot up rsp in:0.091 Diagnosis:9ccs257:Ot aftercare:0.087 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.081 Diagnosis:9ccs125:Bronchitis:0.076 Newborn Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 100 | OR_unadj: 1.124 [0.700 1.805] | indivs AUC:0.486 Correlated most with: Newborn Diagnosis:9ccs256:Exam/eval:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.332 Maternal Diagnosis:9ccs184:Early labor:0.288 Newborn Diagnosis:9ccs222:Perint jaund:0.269 Newborn Diagnosis:9ccs253:Allergy:0.218 Diagnosis:9ccs219:Low birth wt:0.214 Newborn Diagnosis:9ccs221:Resp distres:0.179 Maternal Diagnosis:9ccs191:Amnios dx:0.139 Maternal Diagnosis:9ccs182:Hemorr preg:0.131 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.113 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 59 | OR_unadj: 0.621 [0.181 2.131] | indivs AUC:0.482 Correlated most with: Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:1.000 Maternal Maternal Procedure History:90801-postPregnancy:0.633 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.438 Maternal Maternal Lab History: UIBC-postPregnancy:-0.313 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.265 Diagnosis:9ccs242:Poisn ot med:0.231 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.229 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.224 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.201 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:0.175 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 223 | OR_unadj: 0.788 [0.406 1.530] | indivs AUC:0.507 Correlated most with: Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:1.000 Maternal Maternal Procedure History:90471-postPregnancy:0.352 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.294 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.280 Maternal Maternal Procedure History:90656-postPregnancy:0.243 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.222 Maternal Maternal Procedure History:36415-postPregnancy:0.216 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.198 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.193 Maternal Maternal Lab History: A/G-postPregnancy:0.190 Maternal Maternal Lab History: MCH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 241 | OR_unadj: 0.728 [0.461 1.147] | indivs AUC:0.524 Correlated most with: Maternal Maternal Lab History: MCH-otherPregnancy:1.000 Maternal Maternal Lab History: MCV-otherPregnancy:0.775 Maternal Maternal Lab History: RDW-otherPregnancy:-0.568 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.534 Maternal Maternal Lab History: MCH-postPregnancy:0.447 Maternal Maternal Lab History: MCV-postPregnancy:0.414 Maternal Maternal Lab History: RDW-postPregnancy:-0.323 Maternal Maternal Lab History: RBC-otherPregnancy:-0.319 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.293 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.281 Newborn Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 1.154 [0.611 2.181] | indivs AUC:0.476 Correlated most with: Newborn Diagnosis:9ccs217:Ot cong anom:1.000 Newborn Diagnosis:9ccs191:Amnios dx:0.240 Newborn Diagnosis:9ccs215:gu cong anom:0.150 Diagnosis:9ccs217:Ot cong anom:0.147 Diagnosis:9ccs163:Other GU dx:0.147 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:0.123 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.110 Diagnosis:9ccs161:Ot dx kidney:0.105 Newborn Diagnosis:9ccs253:Allergy:0.094 Maternal Maternal Procedure History:59430-postPregnancy:0.086 Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 180 | OR_unadj: 0.649 [0.338 1.249] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.208 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.189 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.172 Maternal Maternal Lab History: PTT-postPregnancy:0.149 Maternal Maternal Lab History: URINE PH-postPregnancy:-0.146 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.142 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.141 Maternal Maternal Lab History: BUN-otherPregnancy:0.136 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.136 Maternal Maternal Lab History: Alk Phos-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 300 | OR_unadj: 0.574 [0.322 1.022] | indivs AUC:0.514 Correlated most with: Maternal Maternal Lab History: Alk Phos-postPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.530 Maternal Maternal Lab History: LDH-postPregnancy:0.445 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.422 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:0.335 Maternal Maternal Lab History: CALCIUM-postPregnancy:-0.331 Maternal Diagnosis:9ccs149:Biliary dx:0.288 Maternal Maternal Lab History: AST-postPregnancy:0.284 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.282 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.261 Maternal Maternal Lab History: RDW-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 240 | OR_unadj: 1.025 [0.629 1.671] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: RDW-otherPregnancy:1.000 Maternal Maternal Lab History: MCH-otherPregnancy:-0.568 Maternal Maternal Lab History: MCV-otherPregnancy:-0.533 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.518 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.425 Maternal Maternal Lab History: RDW-postPregnancy:0.351 Maternal Maternal Lab History: MCH-postPregnancy:-0.273 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.219 Maternal Maternal Lab History: MCV-postPregnancy:-0.210 Maternal Maternal Lab History: CALCIUM-otherPregnancy:-0.206 Maternal Maternal Lab History: ALT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 302 | OR_unadj: 0.676 [0.384 1.190] | indivs AUC:0.540 Correlated most with: Maternal Maternal Lab History: ALT-postPregnancy:1.000 Maternal Maternal Lab History: AST-postPregnancy:0.625 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.459 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.254 Maternal Maternal Lab History: VLDL-postPregnancy:0.243 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.240 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.235 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.226 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.224 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.209 Maternal Maternal Lab History: hCG MoM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 166 | OR_unadj: 1.063 [0.590 1.915] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: hCG MoM-postPregnancy:1.000 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:0.752 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.477 Maternal Maternal Lab History: HCG-postPregnancy:0.351 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.259 Maternal Maternal Lab History: INHMOM-postPregnancy:0.251 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.207 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.186 Maternal Maternal Lab History: HCG-otherPregnancy:0.185 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.180 Maternal Maternal Lab History: CHLORIDE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 1.025 [0.629 1.671] | indivs AUC:0.490 Correlated most with: Maternal Maternal Lab History: CHLORIDE-otherPregnancy:1.000 Maternal Maternal Lab History: SODIUM-otherPregnancy:0.423 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:-0.312 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:-0.268 Maternal Maternal Lab History: CALCIUM-otherPregnancy:-0.223 Maternal Maternal Lab History: ANION GAP-otherPregnancy:-0.202 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.183 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.176 Maternal Maternal Lab History: CHLORIDE-postPregnancy:0.172 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.163 * Maternal Maternal Lab History: URINE PH-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 262 | OR_unadj: 0.615 [0.404 0.936] | indivs AUC:0.495 Correlated most with: Maternal Maternal Lab History: URINE PH-postPregnancy:1.000 Maternal Maternal Lab History: URINE PH-otherPregnancy:0.206 Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:-0.146 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:-0.130 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:-0.124 Maternal Maternal Lab History: MCV-postPregnancy:0.122 Maternal Maternal Lab History: CHLORIDE-postPregnancy:-0.121 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:-0.120 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:-0.113 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.112 Vital: RR-avg13to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 199 | OR_unadj: 1.538 [0.931 2.540] | indivs AUC:0.508 Correlated most with: Maternal Diagnosis:9ccs74:Ot mentl cnd:0.127 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.110 Maternal Maternal Procedure History:J7302-postPregnancy:-0.102 Maternal Maternal Lab History: UIBC-postPregnancy:-0.102 Maternal Vital: Wt Change-otherPregnancy:0.090 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.086 Maternal Maternal Lab History: PH-otherPregnancy:-0.083 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:-0.082 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.079 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.078 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 262 | OR_unadj: 0.768 [0.482 1.225] | indivs AUC:0.513 Correlated most with: Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:1.000 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:0.294 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:-0.179 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:-0.172 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.169 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.169 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.166 Maternal Maternal Lab History: WBC-postPregnancy:-0.155 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.132 Maternal Maternal Procedure History:81000-postPregnancy:0.132 Maternal Vital: BMI-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 261 | OR_unadj: 0.945 [0.528 1.690] | indivs AUC:0.529 Correlated most with: Maternal Vital: BMI-otherPregnancy:1.000 Maternal Vital: BMI-postPregnancy:0.377 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.211 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.178 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.176 Maternal Vital: Wt-otherPregnancy:0.173 Maternal Maternal Procedure History:59430-postPregnancy:0.164 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.162 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.154 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.152 Vital: RR-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 127 | OR_unadj: 1.370 [0.818 2.296] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.150 Diagnosis:9ccs151:Oth liver dx:0.082 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.082 Diagnosis:9ccs75:Hx mental dx:-0.079 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.078 Diagnosis:9ccs217:Ot cong anom:-0.077 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.074 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.072 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.072 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.068 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.883 [0.329 2.367] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.706 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.263 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:-0.211 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.196 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.195 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:-0.182 Maternal Maternal Lab History: LDL-postPregnancy:0.181 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:0.180 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.178 Maternal Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 1.249 [0.758 2.058] | indivs AUC:0.522 Correlated most with: Maternal Diagnosis:9ccs59:Anemia:1.000 Maternal Diagnosis:9ccs181:Ot preg comp:0.373 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.123 Maternal Maternal Procedure History:45300-postPregnancy:0.122 Maternal Maternal Lab History: RDW-postPregnancy:0.112 Maternal Diagnosis:9ccs155:Other GI dx:0.112 Maternal Maternal Procedure History:85018-postPregnancy:0.107 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.104 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.101 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.099 Maternal Maternal Lab History: BASOPHIL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 213 | OR_unadj: 0.879 [0.510 1.514] | indivs AUC:0.503 Correlated most with: Maternal Maternal Lab History: BASOPHIL-otherPregnancy:1.000 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.294 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.223 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.214 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.194 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.186 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.182 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.170 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.169 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.169 * Maternal Maternal Lab History: CALCIUM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 316 | OR_unadj: 0.608 [0.394 0.938] | indivs AUC:0.470 Correlated most with: Maternal Maternal Lab History: CALCIUM-postPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.610 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.560 Maternal Maternal Lab History: LDH-postPregnancy:-0.378 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.331 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.274 Maternal Maternal Lab History: CHLORIDE-postPregnancy:-0.257 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.242 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.234 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.225 * Vital: RR-avg5to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 191 | OR_unadj: 1.899 [1.195 3.018] | indivs AUC:0.522 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.232 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.149 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.139 Maternal Maternal Procedure History:93005-otherPregnancy:0.113 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.112 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.109 Diagnosis:9ccs211:Ot conn tiss:0.104 Maternal Maternal Procedure History:93005-postPregnancy:0.095 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.093 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.092 Maternal Maternal Lab History: AST-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 245 | OR_unadj: 0.933 [0.548 1.589] | indivs AUC:0.545 Correlated most with: Maternal Maternal Lab History: AST-postPregnancy:1.000 Maternal Maternal Lab History: ALT-postPregnancy:0.625 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.284 Maternal Maternal Lab History: LDH-postPregnancy:0.239 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.196 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.188 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.185 Maternal Maternal Procedure History:97110-postPregnancy:0.178 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.172 Maternal Maternal Procedure History:81000-postPregnancy:-0.169 * Maternal Diagnosis:9ccs188:Pelvic obstr | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 43 | OR_unadj: 1.931 [1.020 3.653] | indivs AUC:0.501 Correlated most with: Maternal Diagnosis:9ccs188:Pelvic obstr:1.000 Diagnosis:9ccs223:Birth trauma:0.152 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.144 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.138 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.124 Maternal Diagnosis:9ccs155:Other GI dx:0.107 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.091 Diagnosis:9ccs165:Inf male gen:0.086 Diagnosis:9ccs251:Abdomnl pain:0.086 Maternal Vital: SpO2-postPregnancy:-0.085 Maternal Vital: BP-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 268 | OR_unadj: 0.904 [0.578 1.413] | indivs AUC:0.520 Correlated most with: Maternal Vital: BP-otherPregnancy:1.000 Maternal Vital: Wt-otherPregnancy:0.451 Maternal Vital: BP-postPregnancy:0.422 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.288 Maternal Vital: Ht-otherPregnancy:0.285 Maternal Vital: Wt-postPregnancy:0.276 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.258 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.246 Maternal Vital: PL-otherPregnancy:0.213 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.211 Maternal Maternal Procedure History:81000-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 265 | OR_unadj: 1.208 [0.796 1.835] | indivs AUC:0.549 Correlated most with: Maternal Maternal Procedure History:81000-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.567 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.335 Maternal Maternal Procedure History:99401-otherPregnancy:0.312 Maternal Maternal Procedure History:81000-postPregnancy:0.237 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.235 Maternal Maternal Lab History: RBC-otherPregnancy:-0.217 Maternal Maternal Lab History: MCV-otherPregnancy:0.192 Maternal Vital: BP-otherPregnancy:-0.185 Maternal Maternal Lab History: LDL-otherPregnancy:0.180 Maternal Maternal Lab History: SODIUM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 315 | OR_unadj: 0.791 [0.529 1.182] | indivs AUC:0.543 Correlated most with: Maternal Maternal Lab History: SODIUM-postPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.338 Maternal Maternal Lab History: CHLORIDE-postPregnancy:0.329 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.275 Maternal Maternal Lab History: BUN-postPregnancy:0.266 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.253 Maternal Maternal Lab History: INR-postPregnancy:0.214 Maternal Maternal Lab History: PT-postPregnancy:0.189 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.187 Maternal Maternal Lab History: A/G-postPregnancy:0.177 Maternal Vital: HR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 244 | OR_unadj: 0.917 [0.577 1.459] | indivs AUC:0.517 Correlated most with: Maternal Vital: HR-otherPregnancy:1.000 Maternal Vital: PL-otherPregnancy:0.310 Maternal Vital: HR-postPregnancy:0.289 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.193 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.191 Maternal Vital: BP-otherPregnancy:0.185 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:-0.175 Maternal Vital: Wt-otherPregnancy:0.168 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.162 Maternal Maternal Lab History: PT-otherPregnancy:-0.161 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 184 | OR_unadj: 0.770 [0.496 1.197] | indivs AUC:0.519 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:-0.853 Maternal Maternal Lab History: CREATININE-postPregnancy:-0.366 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.264 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.232 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:-0.161 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:-0.129 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.128 Maternal Maternal Lab History: CREATININE-otherPregnancy:-0.124 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.123 Maternal Maternal Lab History: CREATININE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 181 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.486 Correlated most with: Maternal Maternal Lab History: CREATININE-otherPregnancy:1.000 Maternal Maternal Procedure History:99000-otherPregnancy:0.549 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.512 Maternal Maternal Procedure History:90656-otherPregnancy:0.467 Maternal Maternal Lab History: CREATININE-postPregnancy:0.331 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.246 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.235 Maternal Maternal Procedure History:81000-postPregnancy:-0.203 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.203 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.196 Maternal Maternal Lab History: RUBELLA-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 146 | OR_unadj: 0.683 [0.318 1.470] | indivs AUC:0.487 Correlated most with: Maternal Maternal Lab History: RUBELLA-postPregnancy:1.000 Maternal Maternal Lab History: RUBELLA-otherPregnancy:0.217 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.153 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.149 Maternal Maternal Lab History: AFP-postPregnancy:0.147 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.136 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.125 Maternal Maternal Procedure History:J1055-postPregnancy:0.124 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.119 Maternal Maternal Lab History: PT-otherPregnancy:0.118 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 167 | OR_unadj: nan [ nan nan] | indivs AUC:0.520 Correlated most with: Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:1.000 Maternal Maternal Lab History: CREATININE-postPregnancy:0.435 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.246 Maternal Maternal Procedure History:99000-otherPregnancy:0.212 Maternal Maternal Procedure History:90656-otherPregnancy:0.199 Maternal Maternal Procedure History:81000-postPregnancy:-0.198 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.163 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.161 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.147 Maternal Vital: Temp-postPregnancy:0.144 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 234 | OR_unadj: 0.751 [0.451 1.250] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.864 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.587 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.586 Maternal Maternal Lab History: WBC-otherPregnancy:-0.474 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.413 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:-0.270 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.258 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.227 Maternal Vital: BMI Percentile-otherPregnancy:-0.219 Maternal Maternal Lab History: RBC-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 241 | OR_unadj: 0.692 [0.417 1.148] | indivs AUC:0.475 Correlated most with: Maternal Maternal Lab History: RBC-otherPregnancy:1.000 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.688 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.595 Maternal Maternal Lab History: MCV-otherPregnancy:-0.334 Maternal Maternal Lab History: MCH-otherPregnancy:-0.319 Maternal Maternal Lab History: RBC-postPregnancy:0.290 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.218 Maternal Maternal Procedure History:81000-otherPregnancy:-0.217 Maternal Vital: BP-otherPregnancy:0.210 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.208 Vital: RR-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 185 | OR_unadj: 1.354 [0.827 2.219] | indivs AUC:0.484 Correlated most with: Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.201 Maternal Maternal Lab History: PATIENT-postPregnancy:0.179 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.175 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.168 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.138 Newborn Diagnosis:9ccs221:Resp distres:0.127 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.122 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.118 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.117 Diagnosis:9ccs163:Other GU dx:0.113 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 119 | OR_unadj: 1.219 [0.627 2.372] | indivs AUC:0.518 Correlated most with: Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:1.000 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.752 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.460 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.329 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:-0.303 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.244 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.191 Maternal Maternal Lab History: AFP-postPregnancy:-0.181 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:-0.172 Maternal Maternal Lab History: FERRITIN-otherPregnancy:-0.166 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 171 | OR_unadj: 0.665 [0.363 1.217] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:1.000 Maternal Maternal Lab History: AFP-postPregnancy:0.421 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.307 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.303 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.303 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.224 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.185 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.184 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.140 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.132 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 301 | OR_unadj: 0.727 [0.472 1.119] | indivs AUC:0.505 Correlated most with: Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.843 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.560 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.422 Maternal Maternal Lab History: LDH-postPregnancy:-0.372 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.297 Maternal Maternal Lab History: CHLORIDE-postPregnancy:-0.266 Maternal Maternal Lab History: SODIUM-postPregnancy:0.253 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.247 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.212 Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 41 | OR_unadj: 1.144 [0.556 2.356] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs161:Ot dx kidney:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.472 Diagnosis:9ccs159:UTI:0.225 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.148 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.146 Number of Visits:0.130 Diagnosis:9ccs163:Other GU dx:0.124 Diagnosis:9ccs83:Epilepsy/cnv:0.118 Newborn Diagnosis:9ccs217:Ot cong anom:0.105 Diagnosis:9ccs213:Cardiac anom:0.101 Diagnosis:9ccs134:Ot uppr resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 167 | OR_unadj: 0.755 [0.500 1.141] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:1.000 Number of Visits:0.196 Diagnosis:9ccs124:Tonsillitis:0.127 Diagnosis:9ccs253:Allergy:0.125 Diagnosis:9ccs126:Ot up rsp in:0.124 Diagnosis:9ccs90:Eye infectn:0.115 Diagnosis:9ccs211:Ot conn tiss:0.111 Diagnosis:9ccs133:Oth low resp:0.100 Diagnosis:9ccs127:COPD:0.099 Diagnosis:9ccs91:Other eye dx:0.096 Diagnosis:9ccs151:Oth liver dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 169 | OR_unadj: 0.743 [0.492 1.122] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs151:Oth liver dx:1.000 Diagnosis:9ccs222:Perint jaund:0.181 Lab:294203 BILIRUBIN TOTAL - LMC:-0.123 Maternal Maternal Lab History: HCG-postPregnancy:0.112 Diagnosis:9ccs10:Immuniz/scrn:0.101 Diagnosis:9ccs258:Other screen:0.100 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.097 Diagnosis:9ccs243:Poisn nonmed:0.096 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.095 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:-0.095 Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 68 | OR_unadj: 1.092 [0.616 1.935] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs143:Abdom hernia:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.136 Maternal Maternal Procedure History:96372-otherPregnancy:0.120 Maternal Maternal Procedure History:S9470-postPregnancy:0.113 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.111 Diagnosis:9ccs128:Asthma:0.103 Diagnosis:9ccs259:Unclassified:0.100 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.096 Number of Visits:0.095 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.093 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 193 | OR_unadj: 1.190 [0.724 1.954] | indivs AUC:0.517 Correlated most with: Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:1.000 Maternal Maternal Lab History: WBC-otherPregnancy:0.839 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.693 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.587 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.580 Maternal Maternal Lab History: WBC-postPregnancy:0.228 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.227 Maternal Maternal Lab History: LDH-otherPregnancy:0.201 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:0.199 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.176 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 241 | OR_unadj: 0.895 [0.568 1.410] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.941 Maternal Maternal Lab History: RBC-otherPregnancy:0.688 Maternal Maternal Lab History: MCV-otherPregnancy:0.451 Maternal Maternal Lab History: RDW-otherPregnancy:-0.425 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.325 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.296 Maternal Maternal Lab History: MCH-otherPregnancy:0.293 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.289 Maternal Vital: BP-otherPregnancy:0.288 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 264 | OR_unadj: 0.961 [0.631 1.464] | indivs AUC:0.497 Correlated most with: Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:1.000 Maternal Maternal Procedure History:81000-otherPregnancy:0.567 Maternal Maternal Procedure History:99401-otherPregnancy:0.325 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.250 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.219 Maternal Maternal Lab History: RBC-otherPregnancy:-0.196 Maternal Maternal Procedure History:81000-postPregnancy:0.195 Maternal Maternal Lab History: MCV-otherPregnancy:0.194 Maternal Maternal Procedure History:99401-postPregnancy:0.191 Maternal Maternal Lab History: ALT-otherPregnancy:-0.182 Newborn Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1653 | OR_unadj: 0.865 [0.538 1.390] | indivs AUC:0.506 Correlated most with: Newborn Diagnosis:9ccs94:Other ear dx:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.397 Newborn Diagnosis:9ccs0:No DX:-0.355 Newborn Diagnosis:9ccs221:Resp distres:-0.124 Newborn Diagnosis:9ccs218:Liveborn:0.110 Diagnosis:9ccs213:Cardiac anom:-0.097 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:-0.097 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.094 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.088 Maternal Diagnosis:9ccs182:Hemorr preg:-0.087 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 241 | OR_unadj: 1.095 [0.706 1.699] | indivs AUC:0.546 Correlated most with: Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:1.000 Maternal Maternal Lab History: MPV-otherPregnancy:-0.453 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.441 Maternal Maternal Lab History: MCH-otherPregnancy:-0.262 Maternal Maternal Lab History: MPV-postPregnancy:-0.240 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.237 Maternal Maternal Lab History: MCV-otherPregnancy:-0.206 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:0.198 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.185 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.185 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 195 | OR_unadj: 1.037 [0.649 1.659] | indivs AUC:0.523 Correlated most with: Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:1.000 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.864 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.693 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:-0.580 Maternal Maternal Lab History: WBC-otherPregnancy:0.436 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:-0.371 Maternal Vital: Wt Percentile-postPregnancy:0.250 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.233 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:-0.231 Maternal Maternal Lab History: BASOPHIL-otherPregnancy:-0.223 * Maternal Diagnosis:9ccs98:HTN | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 5.024 [1.585 15.918] | indivs AUC:0.502 Correlated most with: Maternal Diagnosis:9ccs98:HTN:1.000 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.259 Maternal Diagnosis:9ccs183:HTN in preg:0.230 Maternal Maternal Procedure History:93005-otherPregnancy:0.208 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.193 Maternal Maternal Procedure History:93005-postPregnancy:0.164 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.159 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.158 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.129 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.129 Maternal Maternal Lab History: ALBUMIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 302 | OR_unadj: 0.804 [0.538 1.202] | indivs AUC:0.546 Correlated most with: Maternal Maternal Lab History: ALBUMIN-postPregnancy:1.000 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.843 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.610 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.530 Maternal Maternal Lab History: LDH-postPregnancy:-0.381 Maternal Maternal Lab History: SODIUM-postPregnancy:0.338 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.290 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.289 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.274 Maternal Maternal Lab History: RDW-postPregnancy:-0.265 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 234 | OR_unadj: 0.841 [0.497 1.425] | indivs AUC:0.487 Correlated most with: Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.371 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.354 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.241 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.211 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.206 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.191 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.185 Maternal Maternal Procedure History:99401-postPregnancy:-0.163 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.163 Maternal Maternal Lab History: WEIGHT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 126 | OR_unadj: 1.596 [0.876 2.909] | indivs AUC:0.545 Correlated most with: Maternal Maternal Lab History: WEIGHT-postPregnancy:1.000 Maternal Vital: Wt-postPregnancy:0.344 Maternal Vital: Wt-otherPregnancy:0.268 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.236 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.190 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.173 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.171 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.166 Maternal Maternal Lab History: LDL-postPregnancy:0.164 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.163 Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 1.019 [0.604 1.720] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs215:gu cong anom:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.185 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.139 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.107 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.102 Number of Visits:0.100 Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:0.099 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.098 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.085 Maternal Maternal Procedure History:81025-postPregnancy:0.081 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 123 | OR_unadj: 0.902 [0.461 1.766] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:1.000 Maternal Maternal Lab History: LDL-postPregnancy:0.627 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.529 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.449 Maternal Maternal Lab History: VLDL-postPregnancy:0.299 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.250 Maternal Maternal Lab History: URIC ACID-postPregnancy:-0.205 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.180 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.172 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.165 Maternal Maternal Lab History: POTASSIUM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 1.188 [0.698 2.022] | indivs AUC:0.473 Correlated most with: Maternal Maternal Lab History: POTASSIUM-otherPregnancy:1.000 Maternal Maternal Lab History: POTASSIUM-postPregnancy:0.235 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.205 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.199 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.198 Maternal Maternal Lab History: LDH-otherPregnancy:0.188 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.172 Maternal Maternal Procedure History:36415-otherPregnancy:-0.167 Maternal Maternal Procedure History:90656-otherPregnancy:0.150 Maternal Maternal Lab History: FASTING-postPregnancy:0.149 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 0.962 [0.586 1.581] | indivs AUC:0.476 Correlated most with: Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:1.000 Maternal Maternal Lab History: ANION GAP-otherPregnancy:-0.351 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.183 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.177 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.167 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.164 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:-0.162 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.154 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.153 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.153 Maternal Vital: Wt-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 266 | OR_unadj: 0.998 [0.625 1.594] | indivs AUC:0.508 Correlated most with: Maternal Vital: Wt-otherPregnancy:1.000 Maternal Vital: Wt-postPregnancy:0.621 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.575 Maternal Vital: BP-otherPregnancy:0.451 Maternal Vital: Ht-otherPregnancy:0.369 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.301 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.289 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.268 Maternal Vital: Ht-postPregnancy:0.236 Maternal Vital: BP-postPregnancy:0.202 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 194 | OR_unadj: 0.655 [0.358 1.197] | indivs AUC:0.466 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.853 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:0.293 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.206 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.165 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.161 Maternal Maternal Lab History: AFP-postPregnancy:0.134 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.127 Maternal Maternal Lab History: MONOS-postPregnancy:-0.122 Maternal Vital: Temp-postPregnancy:-0.122 Maternal Maternal Lab History: ALT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 179 | OR_unadj: 1.389 [0.741 2.603] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: ALT-otherPregnancy:1.000 Maternal Maternal Lab History: AST-otherPregnancy:0.592 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.415 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.411 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.292 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.254 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.237 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.224 Maternal Vital: Wt-otherPregnancy:0.192 Maternal Maternal Lab History: ALT-postPregnancy:0.189 Maternal Maternal Lab History: SODIUM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 1.115 [0.674 1.845] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: SODIUM-otherPregnancy:1.000 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:0.423 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.303 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.173 Maternal Maternal Lab History: PTT-otherPregnancy:0.168 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.149 Maternal Maternal Lab History: SODIUM-postPregnancy:0.145 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.143 Maternal Vital: BP-otherPregnancy:0.142 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.141 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 193 | OR_unadj: 1.135 [0.693 1.860] | indivs AUC:0.481 Correlated most with: Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:1.000 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.586 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.580 Maternal Maternal Lab History: WBC-otherPregnancy:0.264 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.238 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.237 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.184 Maternal Vital: Wt Percentile-postPregnancy:-0.159 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:-0.152 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:-0.145 Maternal Maternal Procedure History:99401-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 204 | OR_unadj: 1.233 [0.723 2.104] | indivs AUC:0.509 Correlated most with: Maternal Maternal Procedure History:99401-otherPregnancy:1.000 Maternal Maternal Procedure History:99401-postPregnancy:0.483 Maternal Maternal Procedure History:86703-otherPregnancy:0.463 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.429 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.361 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.325 Maternal Maternal Procedure History:81000-otherPregnancy:0.312 Maternal Maternal Procedure History:86703-postPregnancy:0.242 Maternal Maternal Procedure History:99000-postPregnancy:0.176 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.159 Diagnosis:9ccs166:Oth male gen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 92 | OR_unadj: 1.049 [0.636 1.730] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs166:Oth male gen:1.000 Maternal Maternal Procedure History:96372-otherPregnancy:0.104 Diagnosis:9ccs165:Inf male gen:0.102 Diagnosis:9ccs62:Coag/hemr dx:0.098 Diagnosis:9ccs257:Ot aftercare:0.087 Diagnosis:9ccs159:UTI:0.086 Diagnosis:9ccs138:Esophgeal dx:0.086 Diagnosis:9ccs133:Oth low resp:0.083 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.082 Maternal Maternal Lab History: INR-postPregnancy:-0.079 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 174 | OR_unadj: 1.056 [0.704 1.585] | indivs AUC:0.515 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.784 Maternal Maternal Lab History: CREATININE-otherPregnancy:-0.512 Maternal Maternal Procedure History:99000-otherPregnancy:-0.296 Maternal Maternal Procedure History:90656-otherPregnancy:-0.278 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:0.264 Maternal Maternal Lab History: RBC-otherPregnancy:0.208 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:-0.206 Maternal Maternal Lab History: CREATININE-postPregnancy:-0.195 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.179 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 186 | OR_unadj: 1.175 [0.737 1.873] | indivs AUC:0.528 Correlated most with: Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:1.000 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:0.294 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.178 Maternal Maternal Lab History: SODIUM-otherPregnancy:-0.173 Maternal Maternal Lab History: BUN-otherPregnancy:0.171 Maternal Maternal Lab History: ANION GAP-otherPregnancy:-0.167 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:-0.165 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.157 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.157 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.148 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 223 | OR_unadj: 0.999 [0.534 1.869] | indivs AUC:0.507 Correlated most with: Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:1.000 Maternal Maternal Procedure History:99401-otherPregnancy:0.429 Maternal Maternal Procedure History:S9470-otherPregnancy:0.406 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.368 Maternal Maternal Procedure History:81000-otherPregnancy:0.335 Maternal Vital: Ht Percentile-otherPregnancy:0.226 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.188 Maternal Vital: Ht Percentile-postPregnancy:0.160 Maternal Maternal Lab History: MONOS-otherPregnancy:0.156 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.154 Newborn Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 105 | OR_unadj: 0.620 [0.360 1.069] | indivs AUC:0.470 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:1.000 Maternal Diagnosis:9ccs184:Early labor:0.770 Diagnosis:9ccs219:Low birth wt:0.467 Newborn Diagnosis:9ccs256:Exam/eval:0.332 Newborn Diagnosis:9ccs222:Perint jaund:0.329 Newborn Diagnosis:9ccs221:Resp distres:0.314 Maternal Diagnosis:9ccs182:Hemorr preg:0.215 Newborn Diagnosis:9ccs253:Allergy:0.213 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.202 Maternal Diagnosis:9ccs159:UTI:0.167 Vital: RR-avg16to19 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 156 | OR_unadj: 1.148 [0.576 2.288] | indivs AUC:0.490 Correlated most with: Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.160 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:-0.111 Maternal Maternal Procedure History:90471-otherPregnancy:0.108 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.107 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.103 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:0.100 Diagnosis:9ccs125:Bronchitis:0.093 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.090 Maternal Maternal Lab History: PTT-postPregnancy:0.088 Maternal Maternal Lab History: PT-otherPregnancy:0.088 Maternal Diagnosis:9ccs187:Malposition | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 102 | OR_unadj: 0.746 [0.443 1.257] | indivs AUC:0.468 Correlated most with: Maternal Diagnosis:9ccs187:Malposition:1.000 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.140 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.132 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.123 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.118 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.114 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.103 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.103 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:0.099 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.095 Maternal Maternal Lab History: AST-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 172 | OR_unadj: 1.437 [0.845 2.445] | indivs AUC:0.526 Correlated most with: Maternal Maternal Lab History: AST-otherPregnancy:1.000 Maternal Maternal Lab History: ALT-otherPregnancy:0.592 Maternal Maternal Lab History: PT-otherPregnancy:0.331 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.300 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.275 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.249 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.241 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.229 Maternal Maternal Lab History: PTT-otherPregnancy:-0.228 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.205 * Maternal Diagnosis:9ccs184:Early labor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 112 | OR_unadj: 0.572 [0.333 0.983] | indivs AUC:0.464 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.770 Diagnosis:9ccs219:Low birth wt:0.469 Newborn Diagnosis:9ccs256:Exam/eval:0.288 Newborn Diagnosis:9ccs222:Perint jaund:0.276 Maternal Diagnosis:9ccs182:Hemorr preg:0.250 Newborn Diagnosis:9ccs221:Resp distres:0.249 Newborn Diagnosis:9ccs253:Allergy:0.168 Maternal Diagnosis:9ccs183:HTN in preg:0.161 Maternal Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.147 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 119 | OR_unadj: 0.720 [0.333 1.553] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.589 Maternal Maternal Lab History: AFP-postPregnancy:0.426 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.376 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.303 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.227 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.207 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.197 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.172 Maternal Maternal Procedure History:81000-postPregnancy:-0.167 Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 141 | OR_unadj: 0.785 [0.505 1.221] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs256:Exam/eval:1.000 Diagnosis:9ccs133:Oth low resp:0.184 Number of Visits:0.148 Diagnosis:9ccs155:Other GI dx:0.140 Diagnosis:9ccs200:Oth skin dx:0.140 Diagnosis:9ccs154:Gastroent:0.138 Diagnosis:9ccs239:Superfic inj:0.127 Diagnosis:9ccs253:Allergy:0.118 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.111 Maternal Vital: RR-otherPregnancy:0.107 Maternal Maternal Lab History: WBC-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 241 | OR_unadj: 0.986 [0.618 1.573] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: WBC-otherPregnancy:1.000 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.839 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.528 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.474 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.436 Maternal Maternal Lab History: WBC-postPregnancy:0.296 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.264 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.245 Maternal Maternal Lab History: POLYS-otherPregnancy:0.242 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:0.234 Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 1.408 [0.874 2.268] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs0:No DX:1.000 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.126 Diagnosis:9ccs10:Immuniz/scrn:0.110 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:0.099 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.096 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.094 Diagnosis:9ccs212:Ot bone dx:0.085 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.082 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.079 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.076 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 194 | OR_unadj: 0.948 [0.556 1.615] | indivs AUC:0.463 Correlated most with: Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:1.000 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.611 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:0.273 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.208 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.186 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.178 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.176 Maternal Vital: Ht-otherPregnancy:0.161 Maternal Maternal Procedure History:96372-otherPregnancy:0.159 Maternal Maternal Lab History: WBC-otherPregnancy:-0.149 Maternal Vital: PL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 125 | OR_unadj: 1.046 [0.558 1.963] | indivs AUC:0.502 Correlated most with: Maternal Vital: PL-postPregnancy:1.000 Maternal Vital: PL-otherPregnancy:0.291 Maternal Vital: HR-postPregnancy:0.208 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.189 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.161 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:0.149 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:-0.147 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.140 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.138 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.122 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 205 | OR_unadj: 0.903 [0.538 1.515] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.784 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.293 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.232 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.212 Maternal Maternal Lab History: RBC-otherPregnancy:-0.172 Maternal Maternal Lab History: MCV-otherPregnancy:0.169 Maternal Maternal Procedure History:90801-postPregnancy:-0.168 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.164 Maternal Maternal Lab History: MCH-otherPregnancy:0.155 Maternal Maternal Lab History: URINE KETONES-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 78 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: URINE KETONES-postPregnancy:1.000 Maternal Maternal Lab History: AMYLASE-postPregnancy:-0.326 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.322 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.227 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.224 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.217 Lab:297275 STREP RAPID TEST (POCT):0.215 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.197 Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:0.194 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.141 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 241 | OR_unadj: 0.728 [0.448 1.182] | indivs AUC:0.487 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:1.000 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.941 Maternal Maternal Lab History: RBC-otherPregnancy:0.595 Maternal Maternal Lab History: MCH-otherPregnancy:0.534 Maternal Maternal Lab History: RDW-otherPregnancy:-0.518 Maternal Maternal Lab History: MCV-otherPregnancy:0.489 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.377 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.317 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.313 Maternal Maternal Lab History: MCH-postPregnancy:0.289 Maternal Maternal Lab History: Alk Phos-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 181 | OR_unadj: 1.186 [0.654 2.152] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: Alk Phos-otherPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:-0.417 Maternal Maternal Lab History: AST-otherPregnancy:0.300 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.289 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.282 Maternal Maternal Lab History: CALCIUM-otherPregnancy:-0.248 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.245 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:-0.218 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:-0.215 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.213 Diagnosis:9ccs239:Superfic inj | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 165 | OR_unadj: 0.910 [0.613 1.351] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs239:Superfic inj:1.000 Number of Visits:0.206 Diagnosis:9ccs258:Other screen:0.184 Diagnosis:9ccs200:Oth skin dx:0.169 Diagnosis:9ccs7:Viral infect:0.129 Diagnosis:9ccs155:Other GI dx:0.129 Diagnosis:9ccs256:Exam/eval:0.127 Diagnosis:9ccs133:Oth low resp:0.124 Diagnosis:9ccs126:Ot up rsp in:0.118 Diagnosis:9ccs197:Skin infectn:0.115 Maternal Maternal Lab History: MPV-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 206 | OR_unadj: 0.591 [0.325 1.076] | indivs AUC:0.486 Correlated most with: Maternal Maternal Lab History: MPV-otherPregnancy:1.000 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.453 Maternal Maternal Lab History: MPV-postPregnancy:0.404 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:-0.177 Maternal Maternal Procedure History:90801-postPregnancy:0.165 Maternal Maternal Lab History: URINE PH-otherPregnancy:-0.164 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.159 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.149 Maternal Vital: BMI-postPregnancy:0.143 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.134 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 193 | OR_unadj: 1.064 [0.620 1.824] | indivs AUC:0.476 Correlated most with: Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:1.000 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.611 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.580 Maternal Maternal Lab History: WBC-otherPregnancy:0.528 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.270 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.233 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.213 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.208 Maternal Maternal Lab History: PT-otherPregnancy:0.206 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.159 Maternal Maternal Procedure History:86703-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 108 | OR_unadj: 1.090 [0.489 2.427] | indivs AUC:0.495 Correlated most with: Maternal Maternal Procedure History:86703-otherPregnancy:1.000 Maternal Maternal Procedure History:99401-otherPregnancy:0.463 Maternal Maternal Procedure History:86703-postPregnancy:0.421 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.217 Maternal Maternal Procedure History:99401-postPregnancy:0.211 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.183 Maternal Maternal Procedure History:90656-otherPregnancy:-0.180 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.172 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.171 Maternal Maternal Lab History: HCG-otherPregnancy:0.167 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 91 | OR_unadj: 0.658 [0.273 1.585] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.248 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:-0.220 Maternal Vital: RR-otherPregnancy:-0.201 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.196 Maternal Maternal Procedure History:90801-postPregnancy:0.168 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.148 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.130 Maternal Maternal Procedure History:86580-postPregnancy:-0.128 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.127 Maternal Maternal Procedure History:86580-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 191 | OR_unadj: 1.421 [0.548 3.688] | indivs AUC:0.521 Correlated most with: Maternal Maternal Procedure History:86580-otherPregnancy:1.000 Maternal Maternal Procedure History:86580-postPregnancy:0.490 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.203 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.197 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.182 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.168 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.161 Maternal Vital: HR-otherPregnancy:-0.156 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.144 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.143 Maternal Maternal Lab History: AFP-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 121 | OR_unadj: 0.583 [0.244 1.394] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: AFP-postPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.426 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.421 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.326 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.262 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.243 Maternal Maternal Lab History: AFP-otherPregnancy:0.234 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.182 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.181 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.181 Maternal Maternal Lab History: URINE PH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 186 | OR_unadj: 0.952 [0.550 1.647] | indivs AUC:0.518 Correlated most with: Maternal Maternal Lab History: URINE PH-otherPregnancy:1.000 Maternal Maternal Lab History: URINE PH-postPregnancy:0.206 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:-0.187 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.173 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.165 Maternal Maternal Lab History: MPV-otherPregnancy:-0.164 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.163 Maternal Maternal Lab History: eGFR-postPregnancy:0.146 Maternal Maternal Procedure History:90801-postPregnancy:-0.146 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.134 Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 137 | OR_unadj: 0.657 [0.410 1.052] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs217:Ot cong anom:1.000 Diagnosis:9ccs89:Blindness:0.212 Newborn Diagnosis:9ccs217:Ot cong anom:0.147 Number of Visits:0.123 Diagnosis:9ccs91:Other eye dx:0.110 Diagnosis:9ccs95:Oth nerv dx:0.107 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.107 Diagnosis:9ccs10:Immuniz/scrn:0.089 Diagnosis:9ccs257:Ot aftercare:0.089 Diagnosis:9ccs133:Oth low resp:0.085 Maternal Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 0.441 [0.055 3.534] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs62:Coag/hemr dx:1.000 Maternal Maternal Procedure History:97110-postPregnancy:0.233 Maternal Maternal Procedure History:97001-postPregnancy:0.208 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.205 Diagnosis:9ccs55:Fluid/elc dx:0.180 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.153 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.146 Maternal Diagnosis:9ccs60:Acut p-h anm:0.139 Maternal Diagnosis:9ccs181:Ot preg comp:0.123 Diagnosis:9ccs62:Coag/hemr dx:0.114 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 112 | OR_unadj: 0.975 [0.442 2.151] | indivs AUC:0.525 Correlated most with: Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.486 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.477 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:0.460 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.376 Maternal Diagnosis:9ccs149:Biliary dx:0.305 Maternal Maternal Lab History: AFP-postPregnancy:0.262 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.261 Maternal Maternal Lab History: AST-postPregnancy:0.196 Maternal Maternal Lab History: LDH-postPregnancy:0.182 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 1.921 [0.761 4.848] | indivs AUC:0.511 Correlated most with: Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.387 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.260 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.240 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.215 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.184 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.184 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.182 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.176 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.172 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 180 | OR_unadj: 0.852 [0.495 1.466] | indivs AUC:0.473 Correlated most with: Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.757 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.528 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.312 Maternal Maternal Lab History: BUN-otherPregnancy:0.292 Maternal Maternal Lab History: RBC-otherPregnancy:0.218 Maternal Maternal Lab History: Alk Phos-otherPregnancy:-0.215 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.212 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.200 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.196 Diagnosis:9ccs127:COPD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 118 | OR_unadj: 0.999 [0.637 1.568] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs127:COPD:1.000 Number of Visits:0.269 Diagnosis:9ccs128:Asthma:0.160 Diagnosis:9ccs133:Oth low resp:0.155 Diagnosis:9ccs122:Pneumonia:0.127 Diagnosis:9ccs126:Ot up rsp in:0.125 Diagnosis:9ccs125:Bronchitis:0.120 Diagnosis:9ccs258:Other screen:0.103 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.099 Diagnosis:9ccs134:Ot uppr resp:0.099 Maternal Maternal Lab History: ESTRIOL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 160 | OR_unadj: 0.771 [0.398 1.497] | indivs AUC:0.507 Correlated most with: Maternal Maternal Lab History: ESTRIOL-postPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.589 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.486 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.358 Maternal Maternal Lab History: AFP-postPregnancy:0.326 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.273 Maternal Diagnosis:9ccs149:Biliary dx:0.206 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.193 Diagnosis:9ccs219:Low birth wt:0.187 Maternal Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.186 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 70 | OR_unadj: 1.365 [0.484 3.852] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:1.000 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.238 Maternal Maternal Lab History: PTT-otherPregnancy:-0.223 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.221 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.202 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.192 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.191 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.176 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.170 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.163 Newborn Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 0.555 [0.163 1.885] | indivs AUC:0.499 Correlated most with: Newborn Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.329 Diagnosis:9ccs96:Hrt valve dx:0.250 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.192 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.186 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.185 Newborn Diagnosis:9ccs213:Cardiac anom:0.156 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.133 Maternal Maternal Lab History: APF MoM-postPregnancy:0.127 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.106 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 84 | OR_unadj: 0.930 [0.345 2.506] | indivs AUC:0.491 Correlated most with: Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.315 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.269 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.242 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.241 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.234 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.192 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.192 Maternal Maternal Lab History: RBC-otherPregnancy:0.166 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.165 Diagnosis:9ccs124:Tonsillitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.396 [0.775 2.517] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs124:Tonsillitis:1.000 Diagnosis:9ccs134:Ot uppr resp:0.127 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.120 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.115 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.111 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.108 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.103 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.098 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.098 Diagnosis:9ccs126:Ot up rsp in:0.095 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 1.329 [0.351 5.033] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:1.000 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.246 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.200 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.176 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.176 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.156 Maternal Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:-0.151 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:-0.146 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.144 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.131 Diagnosis:9ccs123:Influenza | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.354 [0.595 3.082] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs123:Influenza:1.000 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.167 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.163 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.148 Maternal Maternal Lab History: PTT-otherPregnancy:0.144 Maternal Maternal Lab History: INR-otherPregnancy:0.137 Maternal Maternal Procedure History:93005-otherPregnancy:0.134 Number of Visits:0.134 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.125 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.122 Maternal Maternal Procedure History:36415-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 107 | OR_unadj: 0.955 [0.470 1.937] | indivs AUC:0.494 Correlated most with: Maternal Maternal Procedure History:36415-otherPregnancy:1.000 Maternal Maternal Procedure History:36415-postPregnancy:0.264 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:-0.167 Maternal Vital: Temp-otherPregnancy:-0.162 Maternal Diagnosis:9ccs155:Other GI dx:0.154 Maternal Maternal Lab History: INR-otherPregnancy:-0.147 Maternal Maternal Procedure History:99401-postPregnancy:0.146 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.145 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.133 Maternal Maternal Procedure History:99401-otherPregnancy:0.132 Maternal Maternal Procedure History:81025-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 184 | OR_unadj: 0.712 [0.369 1.376] | indivs AUC:0.507 Correlated most with: Maternal Maternal Procedure History:81025-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.333 Maternal Maternal Procedure History:J1055-postPregnancy:0.321 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.233 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.198 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.196 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.177 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.175 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.174 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.165 Diagnosis:9ccs234:Crush injury | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: 0.611 [0.210 1.777] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs234:Crush injury:1.000 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.183 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.177 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.168 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.162 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.148 Maternal Maternal Lab History: TOXOPLASMA IGG-postPregnancy:0.130 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.122 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.121 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.114 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 100 | OR_unadj: 0.583 [0.244 1.394] | indivs AUC:0.515 Correlated most with: Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:1.000 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.223 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.203 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.199 Maternal Maternal Lab History: LDH-otherPregnancy:-0.198 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.193 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.182 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.180 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.172 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.165 Maternal Diagnosis:9ccs7:Viral infect | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.180 [0.237 5.868] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs7:Viral infect:1.000 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.330 Maternal Diagnosis:9ccs74:Ot mentl cnd:0.130 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.124 Maternal Diagnosis:9ccs128:Asthma:0.117 Maternal Diagnosis:9ccs181:Ot preg comp:0.116 Maternal Diagnosis:9ccs48:Thyroid dsor:0.102 Maternal Diagnosis:9ccs49:DiabMel no c:0.096 Newborn Diagnosis:9ccs256:Exam/eval:0.093 Diagnosis:9ccs64:Ot hematl dx:0.093 Maternal Maternal Lab History: BUN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 100 | OR_unadj: 1.120 [0.580 2.166] | indivs AUC:0.501 Correlated most with: Maternal Maternal Lab History: BUN-otherPregnancy:1.000 Maternal Maternal Lab History: HCG-otherPregnancy:0.297 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.292 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.281 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.280 Maternal Maternal Lab History: BUN-postPregnancy:0.252 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.251 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.246 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.232 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.229 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 109 | OR_unadj: 1.062 [0.500 2.257] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:1.000 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.578 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.310 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.261 Maternal Maternal Procedure History:93005-otherPregnancy:0.241 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.227 Maternal Vital: Wt Change-otherPregnancy:-0.221 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.218 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.216 Maternal Maternal Procedure History:93005-postPregnancy:0.199 Maternal Maternal Lab History: GLUCOSE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 80 | OR_unadj: 0.846 [0.345 2.078] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: GLUCOSE-postPregnancy:1.000 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.400 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.357 Maternal Maternal Lab History: VLDL-postPregnancy:0.313 Maternal Maternal Procedure History:97014-postPregnancy:-0.295 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.265 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.252 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.247 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.220 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.213 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:1.000 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.735 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.533 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.358 Maternal Maternal Lab History: AFP-otherPregnancy:0.312 Maternal Vital: Wt Change-otherPregnancy:-0.257 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.248 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.226 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.214 Maternal Maternal Lab History: AFP-postPregnancy:0.182 * Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 56 | OR_unadj: 1.858 [1.056 3.270] | indivs AUC:0.487 Correlated most with: Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs96:Hrt valve dx:0.473 Newborn Diagnosis:9ccs213:Cardiac anom:0.441 Newborn Diagnosis:9ccs96:Hrt valve dx:0.329 Diagnosis:9ccs117:Ot circul dx:0.225 Diagnosis:9ccs89:Blindness:0.129 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.123 Number of Visits:0.123 Diagnosis:9ccs161:Ot dx kidney:0.101 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.098 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 122 | OR_unadj: 1.451 [0.788 2.673] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:1.000 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.660 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.544 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.529 Maternal Maternal Lab History: VLDL-postPregnancy:0.502 Maternal Maternal Lab History: LDL-postPregnancy:0.433 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.335 Maternal Vital: Wt-postPregnancy:0.222 Maternal Maternal Lab History: ALT-postPregnancy:0.198 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.193 Maternal Vital: Wt Change-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 141 | OR_unadj: 1.165 [0.676 2.008] | indivs AUC:0.526 Correlated most with: Maternal Vital: Wt Change-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.293 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.257 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.221 Maternal Maternal Lab History: AFP-otherPregnancy:-0.197 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:-0.186 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.185 Diagnosis:9ccs2:Septicemia:-0.162 Maternal Maternal Lab History: ANION GAP-postPregnancy:0.155 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.149 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 128 | OR_unadj: 0.955 [0.470 1.937] | indivs AUC:0.507 Correlated most with: Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:1.000 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.238 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.180 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.158 Maternal Maternal Lab History: PO2-postPregnancy:-0.153 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.131 Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.129 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.128 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.126 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.121 Maternal Maternal Lab History: CALCIUM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 0.841 [0.497 1.425] | indivs AUC:0.469 Correlated most with: Maternal Maternal Lab History: CALCIUM-otherPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.650 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.528 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.264 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.258 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.257 Maternal Maternal Lab History: Alk Phos-otherPregnancy:-0.248 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.244 Maternal Maternal Lab History: HCG-otherPregnancy:0.241 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.236 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: nan [ nan nan] | indivs AUC:0.510 Correlated most with: Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:1.000 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.840 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.599 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.533 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.448 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.398 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.200 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.166 Maternal Maternal Lab History: WEIGHT-postPregnancy:-0.152 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.139 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.840 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.735 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.489 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.437 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.386 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.246 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.184 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.180 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.129 Diagnosis:10ccs58:Ot nutrit dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 1.780 [0.664 4.775] | indivs AUC:0.502 Correlated most with: Diagnosis:10ccs58:Ot nutrit dx:1.000 Diagnosis:9ccs2603:E Codes: Fall:0.703 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.219 Diagnosis:9ccs64:Ot hematl dx:0.123 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.108 Diagnosis:9ccs8:Oth infectns:0.093 Diagnosis:9ccs209:Ot acq defor:0.088 Number of Visits:0.085 Newborn Diagnosis:9ccs253:Allergy:0.083 Maternal Diagnosis:9ccs61:Sickle cell:0.083 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 219 | OR_unadj: 1.116 [0.707 1.760] | indivs AUC:0.505 Correlated most with: Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.395 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.392 Maternal Maternal Procedure History:99401-otherPregnancy:0.361 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.330 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.320 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.318 Maternal Vital: RR-otherPregnancy:0.317 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.299 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.294 Maternal Maternal Lab History: ALBUMIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 181 | OR_unadj: 0.865 [0.503 1.490] | indivs AUC:0.485 Correlated most with: Maternal Maternal Lab History: ALBUMIN-otherPregnancy:1.000 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.757 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.650 Maternal Maternal Lab History: Alk Phos-otherPregnancy:-0.417 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.317 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.296 Maternal Maternal Lab History: BUN-otherPregnancy:0.280 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.268 Maternal Maternal Lab History: A/G-otherPregnancy:0.261 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.242 Maternal Maternal Lab History: TP VOLUME-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.665 [0.594 11.959] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: TP VOLUME-postPregnancy:1.000 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.849 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.398 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.386 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.275 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.209 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.198 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.187 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.174 Maternal Maternal Lab History: VLDL-postPregnancy:-0.151 Maternal Maternal Lab History: ANION GAP-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 1.152 [0.595 2.231] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: ANION GAP-otherPregnancy:1.000 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.351 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.338 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.327 Maternal Maternal Lab History: SODIUM-otherPregnancy:0.303 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.299 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.258 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.250 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.250 Maternal Maternal Lab History: ANION GAP-postPregnancy:0.244 Maternal Maternal Lab History: POLYS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 135 | OR_unadj: 0.779 [0.412 1.471] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: POLYS-postPregnancy:1.000 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.374 Maternal Maternal Lab History: MONOS-postPregnancy:-0.279 Maternal Maternal Lab History: POLYS-otherPregnancy:0.277 Maternal Maternal Procedure History:81000-postPregnancy:0.269 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.246 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.242 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:-0.203 Maternal Maternal Lab History: WBC-postPregnancy:0.187 Maternal Maternal Lab History: IRON-postPregnancy:-0.173 Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 1.297 [0.777 2.164] | indivs AUC:0.517 Correlated most with: Diagnosis:9ccs224:Ot perint dx:1.000 Number of Visits:0.116 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.113 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.108 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.092 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.092 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.088 Newborn Diagnosis:9ccs222:Perint jaund:0.087 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.085 Diagnosis:9ccs155:Other GI dx:0.081 Maternal Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.496 Correlated most with: Maternal Diagnosis:9ccs48:Thyroid dsor:1.000 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.275 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.275 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.274 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.273 Maternal Maternal Lab History: FREE T-4-postPregnancy:0.250 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.189 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.160 Diagnosis:9ccs48:Thyroid dsor:0.155 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.141 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 98 | OR_unadj: 1.401 [0.691 2.840] | indivs AUC:0.519 Correlated most with: Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:1.000 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:-0.279 Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.276 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:-0.250 Maternal Maternal Lab History: PTT-otherPregnancy:-0.220 Maternal Maternal Lab History: INR-otherPregnancy:-0.209 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:-0.190 Maternal Diagnosis:9ccs0:No DX:-0.127 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.124 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:0.122 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 0.703 [0.290 1.701] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:1.000 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.202 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.194 Maternal Maternal Lab History: PTT-postPregnancy:0.182 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.172 Maternal Maternal Lab History: WEIGHT-postPregnancy:-0.166 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.165 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.155 Maternal Vital: HR-postPregnancy:0.146 Maternal Diagnosis:9ccs186:DM in preg:0.146 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 97 | OR_unadj: 0.883 [0.293 2.656] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:1.000 Maternal Maternal Procedure History:81000-postPregnancy:0.253 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.247 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.242 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.238 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.208 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.197 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.191 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.190 Maternal Maternal Procedure History:99401-postPregnancy:0.171 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 100 | OR_unadj: 0.720 [0.333 1.553] | indivs AUC:0.486 Correlated most with: Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:1.000 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:-0.544 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.350 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.288 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.287 Maternal Maternal Lab History: VLDL-postPregnancy:-0.267 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.250 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.198 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.195 Maternal Vital: RR-otherPregnancy:0.181 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:1.000 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.904 Maternal Maternal Lab History: PO2-postPregnancy:0.381 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.352 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.347 Maternal Maternal Procedure History:85018-postPregnancy:0.306 Maternal Maternal Procedure History:87880-postPregnancy:0.263 Maternal Vital: SpO2-postPregnancy:-0.240 Maternal Maternal Procedure History:90471-postPregnancy:0.214 Maternal Maternal Lab History: FREE T-4-postPregnancy:0.176 Maternal Maternal Lab History: URINE KETONES-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 44 | OR_unadj: 1.010 [0.209 4.884] | indivs AUC:0.484 Correlated most with: Maternal Maternal Lab History: URINE KETONES-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.338 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.199 Maternal Maternal Lab History: RUBELLA-otherPregnancy:0.194 Maternal Maternal Lab History: WBC-otherPregnancy:0.152 Maternal Maternal Lab History: POLYS-otherPregnancy:0.151 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.146 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:-0.136 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.133 Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:-0.131 * Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 78 | OR_unadj: 0.507 [0.259 0.995] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:1.000 Diagnosis:9ccs250:Nausea/vomit:0.202 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.159 Number of Visits:0.151 Diagnosis:9ccs133:Oth low resp:0.145 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.126 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.124 Maternal Maternal Lab History: INHMOM-postPregnancy:0.122 Diagnosis:9ccs155:Other GI dx:0.121 Maternal Maternal Procedure History:90656-postPregnancy:0.118 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.599 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.489 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:-0.348 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.339 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:-0.289 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.275 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.226 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.194 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.176 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 140 | OR_unadj: 1.185 [0.626 2.243] | indivs AUC:0.512 Correlated most with: Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:1.000 Maternal Maternal Procedure History:99401-postPregnancy:0.451 Maternal Maternal Procedure History:S9470-postPregnancy:0.387 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.368 Maternal Maternal Procedure History:81000-postPregnancy:0.336 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.308 Maternal Maternal Procedure History:86703-postPregnancy:0.269 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.222 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.206 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.201 Maternal Maternal Procedure History:90471-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 111 | OR_unadj: 0.618 [0.258 1.483] | indivs AUC:0.505 Correlated most with: Maternal Maternal Procedure History:90471-postPregnancy:1.000 Maternal Maternal Procedure History:90649-postPregnancy:0.419 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.352 Maternal Maternal Procedure History:90656-postPregnancy:0.303 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.236 Maternal Maternal Procedure History:36415-postPregnancy:0.215 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.214 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.211 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.210 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.207 Newborn Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 0.997 [0.506 1.966] | indivs AUC:0.506 Correlated most with: Newborn Diagnosis:9ccs215:gu cong anom:1.000 Diagnosis:9ccs161:Ot dx kidney:0.472 Diagnosis:9ccs215:gu cong anom:0.185 Newborn Diagnosis:9ccs217:Ot cong anom:0.150 Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:0.128 Diagnosis:9ccs163:Other GU dx:0.110 Diagnosis:9ccs83:Epilepsy/cnv:0.104 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.096 Maternal Maternal Lab History: RDW-postPregnancy:0.094 Maternal Maternal Lab History: LIPASE-postPregnancy:0.088 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:1.000 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.849 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.448 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.437 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.339 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.220 Maternal Maternal Lab History: ESTRIOL-postPregnancy:-0.193 Maternal Maternal Lab History: VLDL-postPregnancy:-0.188 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:-0.165 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.158 Maternal Diagnosis:9ccs46:Bnign ut neo | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.520 [0.391 5.904] | indivs AUC:0.502 Correlated most with: Maternal Diagnosis:9ccs46:Bnign ut neo:1.000 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.138 Maternal Diagnosis:9ccs60:Acut p-h anm:0.131 Maternal Diagnosis:9ccs61:Sickle cell:0.115 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.101 Maternal Diagnosis:9ccs238:Complic proc:0.101 MatDeliveryAge:0.094 Maternal Diagnosis:9ccs195:Ot compl bir:0.083 Maternal Maternal Procedure History:S9470-otherPregnancy:0.079 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.067 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 88 | OR_unadj: 0.782 [0.321 1.909] | indivs AUC:0.499 Correlated most with: Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:1.000 Maternal Maternal Procedure History:87880-postPregnancy:0.183 Maternal Maternal Procedure History:97110-postPregnancy:0.179 Maternal Maternal Procedure History:97001-postPregnancy:0.168 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:-0.168 Maternal Maternal Procedure History:81025-postPregnancy:0.165 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.159 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.157 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.154 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.150 Maternal Maternal Lab History: RUBELLA-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 0.482 [0.169 1.381] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: RUBELLA-otherPregnancy:1.000 Maternal Maternal Lab History: RUBELLA-postPregnancy:0.217 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:0.194 Maternal Maternal Lab History: eGFR-otherPregnancy:-0.170 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.169 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.161 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.154 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.153 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.146 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:-0.133 Maternal Maternal Procedure History:J7300-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: nan [ nan nan] | indivs AUC:0.513 Correlated most with: Maternal Maternal Procedure History:J7300-postPregnancy:1.000 Maternal Maternal Procedure History:58300-postPregnancy:0.742 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.171 Maternal Maternal Lab History: CREATININE-postPregnancy:0.169 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.168 Maternal Maternal Lab History: INR-otherPregnancy:-0.163 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.157 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.138 Maternal Maternal Lab History: PT-otherPregnancy:-0.134 Maternal Maternal Procedure History:90656-otherPregnancy:0.129 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 34 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.478 Correlated most with: Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.681 Maternal Maternal Lab History: PATIENT-postPregnancy:0.642 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.535 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.466 Maternal Maternal Procedure History:90746-postPregnancy:0.451 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.425 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.425 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.374 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.318 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 1.180 [0.318 4.381] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.500 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.336 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.326 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.273 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.249 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.231 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.225 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.218 Diagnosis:9ccs234:Crush injury:0.183 Diagnosis:9ccs244:Other injury | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 1.251 [0.658 2.378] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs244:Other injury:1.000 Number of Visits:0.143 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.135 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.133 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.131 Diagnosis:9ccs165:Inf male gen:0.118 Maternal Vital: Ht Percentile-otherPregnancy:0.118 Diagnosis:9ccs257:Ot aftercare:0.115 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.113 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.111 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 0.660 [0.191 2.278] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.467 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.464 Maternal Maternal Lab History: PATIENT-postPregnancy:0.428 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.374 Maternal Vital: Wt-postPregnancy:0.321 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.292 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.289 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.283 Maternal Maternal Procedure History:90746-postPregnancy:0.263 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.510 Correlated most with: Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:1.000 Maternal Maternal Lab History: PATIENT-postPregnancy:0.699 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.681 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.657 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.465 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.464 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.451 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.431 Maternal Maternal Procedure History:90746-postPregnancy:0.411 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.335 * Diagnosis:9ccs209:Ot acq defor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 2.766 [1.203 6.358] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs209:Ot acq defor:1.000 Diagnosis:9ccs212:Ot bone dx:0.182 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.125 Diagnosis:9ccs2603:E Codes: Fall:0.089 Diagnosis:10ccs58:Ot nutrit dx:0.088 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.082 Maternal Vital: BMI Percentile-postPregnancy:-0.082 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.077 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.075 Maternal Maternal Lab History: WBC-otherPregnancy:0.072 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 61 | OR_unadj: 1.266 [0.453 3.538] | indivs AUC:0.495 Correlated most with: Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.404 Maternal Maternal Lab History: IRON-postPregnancy:0.222 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.215 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.140 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.138 Maternal Vital: BMI Percentile-postPregnancy:-0.129 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.125 Maternal Maternal Procedure History:S9470-postPregnancy:0.122 Maternal Vital: RR-postPregnancy:-0.120 * Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 2.483 [1.053 5.853] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:1.000 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.170 Diagnosis:9ccs62:Coag/hemr dx:0.144 Diagnosis:9ccs161:Ot dx kidney:0.118 Diagnosis:9ccs216:Nerv cong an:0.115 Number of Visits:0.107 Newborn Diagnosis:9ccs215:gu cong anom:0.104 Newborn Diagnosis:9ccs213:Cardiac anom:0.101 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.092 Newborn Diagnosis:9ccs191:Amnios dx:0.090 Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 75 | OR_unadj: 2.013 [0.882 4.591] | indivs AUC:0.528 Correlated most with: Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy:1.000 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.298 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.289 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.287 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.222 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.207 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.163 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.159 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.147 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.140 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 0.733 [0.278 1.935] | indivs AUC:0.475 Correlated most with: Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:1.000 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.391 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.389 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.363 Maternal Maternal Lab History: HCG-otherPregnancy:-0.357 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.345 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.286 Maternal Vital: BMI-postPregnancy:-0.272 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.270 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.266 Maternal Maternal Lab History: MONOS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 135 | OR_unadj: 0.746 [0.373 1.490] | indivs AUC:0.517 Correlated most with: Maternal Maternal Lab History: MONOS-postPregnancy:1.000 Maternal Maternal Lab History: POLYS-postPregnancy:-0.279 Maternal Maternal Lab History: MONOS-otherPregnancy:0.237 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.223 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.183 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.171 Maternal Maternal Procedure History:90801-postPregnancy:0.169 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.169 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.161 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.158 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.299 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.283 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.197 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.190 Maternal Maternal Procedure History:97110-postPregnancy:-0.188 Maternal Maternal Lab History: PATIENT-postPregnancy:-0.187 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.172 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.161 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.143 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.774 [0.442 7.127] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:1.000 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.343 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.322 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.290 Lab:306617 OCCULT BLOOD TEST (FECAL):0.279 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.239 Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:0.173 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.166 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.160 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.160 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 1.329 [0.351 5.033] | indivs AUC:0.470 Correlated most with: Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:1.000 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.348 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:0.215 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.214 Newborn Diagnosis:9ccs221:Resp distres:0.211 Maternal Maternal Lab History: PT-postPregnancy:-0.191 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.180 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:-0.179 Maternal Diagnosis:9ccs168:PID:0.176 Maternal Vital: BMI Percentile-otherPregnancy:0.161 Maternal Maternal Procedure History:58300-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 87 | OR_unadj: nan [ nan nan] | indivs AUC:0.524 Correlated most with: Maternal Maternal Procedure History:58300-postPregnancy:1.000 Maternal Maternal Procedure History:J7300-postPregnancy:0.742 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.213 Maternal Maternal Lab History: CREATININE-postPregnancy:0.162 Maternal Maternal Procedure History:J7302-postPregnancy:0.148 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.130 Maternal Maternal Lab History: FERRITIN-postPregnancy:-0.127 Maternal Maternal Lab History: INR-otherPregnancy:-0.123 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.122 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.119 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 122 | OR_unadj: 1.428 [0.724 2.816] | indivs AUC:0.515 Correlated most with: Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:1.000 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.660 Maternal Maternal Lab History: VLDL-postPregnancy:0.584 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.449 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.350 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.258 Maternal Vital: Wt-postPregnancy:0.256 Maternal Maternal Lab History: ALT-postPregnancy:0.235 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.199 Maternal Maternal Lab History: LDL-postPregnancy:0.181 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 96 | OR_unadj: 1.457 [0.665 3.192] | indivs AUC:0.472 Correlated most with: Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.500 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.416 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.291 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.289 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.254 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.252 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.234 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.228 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.226 Maternal Maternal Lab History: ANION GAP-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 66 | OR_unadj: 0.964 [0.388 2.394] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: ANION GAP-postPregnancy:1.000 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.244 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.215 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.175 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:0.166 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.158 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.156 Maternal Vital: Wt Change-otherPregnancy:0.155 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.150 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.140 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 80 | OR_unadj: 0.942 [0.428 2.071] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:1.000 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:-0.172 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:-0.163 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.153 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:-0.146 Maternal Maternal Lab History: WBC-postPregnancy:0.137 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.132 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.131 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.128 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.119 Maternal Maternal Lab History: BICARBONATE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: BICARBONATE-postPregnancy:1.000 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:-0.904 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.347 Maternal Maternal Procedure History:85018-postPregnancy:-0.339 Maternal Maternal Procedure History:87880-postPregnancy:-0.260 Maternal Vital: SpO2-postPregnancy:0.237 Maternal Maternal Procedure History:90471-postPregnancy:-0.211 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.190 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.183 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.177 Maternal Vital: RR-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 41 | OR_unadj: 1.419 [0.443 4.549] | indivs AUC:0.507 Correlated most with: Maternal Vital: RR-postPregnancy:1.000 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.252 Maternal Maternal Lab History: PATIENT-postPregnancy:0.250 Maternal Maternal Lab History: UIBC-postPregnancy:0.204 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:-0.201 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:-0.171 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.170 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.167 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.162 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.147 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 76 | OR_unadj: 0.519 [0.180 1.492] | indivs AUC:0.501 Correlated most with: Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:1.000 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.244 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.221 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.210 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:-0.208 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.206 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.186 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.177 Maternal Maternal Lab History: PO2-postPregnancy:0.176 Maternal Maternal Lab History: LDL-otherPregnancy:-0.171 Maternal Maternal Procedure History:99401-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 100 | OR_unadj: 1.062 [0.423 2.663] | indivs AUC:0.501 Correlated most with: Maternal Maternal Procedure History:99401-postPregnancy:1.000 Maternal Maternal Procedure History:86703-postPregnancy:0.504 Maternal Maternal Procedure History:99401-otherPregnancy:0.483 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.451 Maternal Maternal Procedure History:81000-postPregnancy:0.343 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.319 Maternal Maternal Procedure History:99000-postPregnancy:0.236 Maternal Maternal Procedure History:86703-otherPregnancy:0.211 Maternal Maternal Procedure History:36415-postPregnancy:0.201 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.191 Maternal Maternal Lab History: BUN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 0.964 [0.457 2.032] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: BUN-postPregnancy:1.000 Maternal Maternal Lab History: SODIUM-postPregnancy:0.266 Maternal Maternal Lab History: BUN-otherPregnancy:0.252 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.228 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.192 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.190 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.178 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.174 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.170 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.169 Maternal Vital: PL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 68 | OR_unadj: 1.062 [0.423 2.663] | indivs AUC:0.526 Correlated most with: Maternal Vital: PL-otherPregnancy:1.000 Maternal Vital: HR-otherPregnancy:0.310 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.304 Maternal Vital: PL-postPregnancy:0.291 Maternal Vital: BP-otherPregnancy:0.213 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.200 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.198 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:0.186 Maternal Vital: Wt-otherPregnancy:0.180 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.168 Maternal Maternal Procedure History:86703-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 0.587 [0.131 2.635] | indivs AUC:0.507 Correlated most with: Maternal Maternal Procedure History:86703-postPregnancy:1.000 Maternal Maternal Procedure History:99401-postPregnancy:0.504 Maternal Maternal Procedure History:86703-otherPregnancy:0.421 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.269 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.269 Maternal Maternal Lab History: HCG-otherPregnancy:0.256 Maternal Maternal Procedure History:81000-postPregnancy:0.252 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.251 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.246 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.245 Maternal Maternal Procedure History:96372-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 38 | OR_unadj: 0.542 [0.122 2.411] | indivs AUC:0.507 Correlated most with: Maternal Maternal Procedure History:96372-postPregnancy:1.000 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.312 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.255 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:0.236 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.206 Maternal Maternal Lab History: NT MoM-postPregnancy:0.195 Diagnosis:9ccs55:Fluid/elc dx:0.168 Newborn Diagnosis:9ccs213:Cardiac anom:0.156 Diagnosis:9ccs163:Other GU dx:0.144 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.132 Diagnosis:9ccs2603:E Codes: Fall | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 1.370 [0.655 2.866] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs2603:E Codes: Fall:1.000 Diagnosis:10ccs58:Ot nutrit dx:0.703 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.156 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.142 Diagnosis:9ccs8:Oth infectns:0.132 Diagnosis:9ccs64:Ot hematl dx:0.128 Diagnosis:9ccs165:Inf male gen:0.124 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.118 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.110 Maternal Maternal Lab History: POLYS-postPregnancy:-0.109 Newborn Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.504 Correlated most with: Newborn Diagnosis:9ccs95:Oth nerv dx:1.000 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.392 Maternal Maternal Procedure History:45300-postPregnancy:0.388 Maternal Maternal Lab History: FREE T-4-otherPregnancy:0.274 Maternal Maternal Lab History: LDL-otherPregnancy:-0.245 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.225 Maternal Maternal Procedure History:S9470-postPregnancy:0.205 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.190 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.167 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.157 Vital: HC Percentile-latest | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 0.784 [0.264 2.329] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:0.090 Diagnosis:9ccs83:Epilepsy/cnv:-0.084 Maternal Vital: RR-otherPregnancy:0.071 Maternal Diagnosis:9ccs128:Asthma:-0.069 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:-0.066 Maternal Diagnosis:9ccs48:Thyroid dsor:0.062 Maternal Maternal Lab History: BUN-otherPregnancy:-0.061 Newborn Diagnosis:9ccs253:Allergy:-0.053 Diagnosis:9ccs94:Other ear dx:-0.049 Diagnosis:9ccs138:Esophgeal dx:-0.048 Diagnosis:9ccs141:Ot dx stomch | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:1.000 Maternal Maternal Procedure History:96372-otherPregnancy:0.294 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.236 Diagnosis:9ccs250:Nausea/vomit:0.179 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:0.125 Diagnosis:9ccs251:Abdomnl pain:0.090 Diagnosis:9ccs138:Esophgeal dx:0.088 Maternal Maternal Procedure History:90471-otherPregnancy:0.079 Maternal Diagnosis:9ccs192:Umbil cord:0.079 Maternal Diagnosis:9ccs49:DiabMel no c:0.078 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.772 [0.323 9.712] | indivs AUC:0.506 Correlated most with: Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:1.000 Maternal Maternal Procedure History:85018-postPregnancy:-0.388 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.376 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.294 Maternal Maternal Procedure History:76830-postPregnancy:-0.281 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.221 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.146 Maternal Maternal Lab History: PO2-postPregnancy:0.141 Maternal Maternal Lab History: WBC-postPregnancy:-0.131 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:-0.120 Maternal Diagnosis:9ccs106:Dysrhythmia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.421 [0.548 3.688] | indivs AUC:0.491 Correlated most with: Maternal Diagnosis:9ccs106:Dysrhythmia:1.000 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.191 Maternal Diagnosis:9ccs181:Ot preg comp:0.152 Maternal Diagnosis:9ccs238:Complic proc:0.139 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.096 Maternal Diagnosis:9ccs159:UTI:0.092 Diagnosis:9ccs246:FUO:0.092 Diagnosis:9ccs2:Septicemia:0.076 Maternal Diagnosis:9ccs191:Amnios dx:0.072 Diagnosis:9ccs62:Coag/hemr dx:0.070 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 34 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.289 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.266 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.266 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.225 Maternal Maternal Procedure History:93005-otherPregnancy:0.213 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.198 Diagnosis:9ccs246:FUO:0.195 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.191 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.183 Maternal Maternal Lab History: APF MoM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.503 [0.114 2.221] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: APF MoM-postPregnancy:1.000 Maternal Maternal Lab History: INHMOM-postPregnancy:0.358 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.302 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.291 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.284 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.267 Maternal Maternal Lab History: HCG-otherPregnancy:0.267 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.265 Maternal Maternal Lab History: HCG-postPregnancy:0.225 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.220 Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 39 | OR_unadj: 1.225 [0.592 2.537] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs47:Ot bnign neo:1.000 Diagnosis:9ccs62:Coag/hemr dx:0.105 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.102 Maternal Maternal Lab History: PO2-postPregnancy:0.095 Diagnosis:9ccs117:Ot circul dx:0.093 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.089 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.073 Diagnosis:9ccs217:Ot cong anom:0.071 Diagnosis:9ccs166:Oth male gen:0.069 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.068 Maternal Maternal Procedure History:36415-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 139 | OR_unadj: 0.436 [0.153 1.241] | indivs AUC:0.491 Correlated most with: Maternal Maternal Procedure History:36415-postPregnancy:1.000 Maternal Maternal Procedure History:36415-otherPregnancy:0.264 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.240 Maternal Maternal Procedure History:86703-postPregnancy:0.228 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.224 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.216 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.216 Maternal Maternal Procedure History:90471-postPregnancy:0.215 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.202 Maternal Maternal Procedure History:99401-postPregnancy:0.201 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.504 [0.062 4.108] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.653 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.452 Maternal Maternal Lab History: FREE T-4-postPregnancy:0.364 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.338 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.333 Maternal Diagnosis:9ccs48:Thyroid dsor:0.275 Maternal Maternal Lab History: FREE T3-postPregnancy:0.271 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.261 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.242 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.400 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.380 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.373 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.344 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.294 Maternal Maternal Lab History: AST-otherPregnancy:0.275 Maternal Maternal Lab History: ALT-otherPregnancy:0.254 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.247 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.233 Maternal Maternal Lab History: GLOBULIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: 0.519 [0.180 1.492] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: GLOBULIN-postPregnancy:1.000 Maternal Maternal Lab History: A/G-postPregnancy:-0.893 Maternal Maternal Procedure History:87880-postPregnancy:0.264 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.245 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.242 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.234 Maternal Maternal Lab History: CHLORIDE-postPregnancy:-0.215 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.214 Maternal Maternal Lab History: VLDL-postPregnancy:0.212 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.210 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 70 | OR_unadj: 0.930 [0.345 2.506] | indivs AUC:0.503 Correlated most with: Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:1.000 Maternal Diagnosis:9ccs48:Thyroid dsor:0.275 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.261 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.225 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.225 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.212 Maternal Maternal Lab History: FREE T-4-postPregnancy:0.183 Maternal Maternal Lab History: HCG-otherPregnancy:-0.178 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.174 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.172 Maternal Maternal Lab History: A/G-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: 0.374 [0.113 1.237] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: A/G-postPregnancy:1.000 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.893 Maternal Maternal Procedure History:90656-postPregnancy:0.275 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:-0.274 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.266 Maternal Maternal Procedure History:87880-postPregnancy:-0.245 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.244 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.228 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.227 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.220 * Lab:297262 HEMOGLOBIN (HEMOCUE) | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 3.235 [1.305 8.018] | indivs AUC:0.518 Correlated most with: Lab:297262 HEMOGLOBIN (HEMOCUE):1.000 Diagnosis:9ccs219:Low birth wt:-0.264 Maternal Diagnosis:9ccs159:UTI:-0.194 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.160 Diagnosis:9ccs59:Anemia:-0.135 Maternal Diagnosis:9ccs184:Early labor:-0.134 Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy:-0.105 Newborn Diagnosis:9ccs256:Exam/eval:-0.105 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.097 Newborn Diagnosis:9ccs219:Low birth wt:-0.095 Maternal Maternal Procedure History:99000-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 110 | OR_unadj: nan [ nan nan] | indivs AUC:0.521 Correlated most with: Maternal Maternal Procedure History:99000-otherPregnancy:1.000 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.549 Maternal Maternal Procedure History:90656-otherPregnancy:0.349 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.296 Maternal Maternal Lab History: CREATININE-postPregnancy:0.220 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.212 Maternal Maternal Procedure History:99000-postPregnancy:-0.210 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.193 Maternal Maternal Procedure History:81000-postPregnancy:-0.187 Maternal Maternal Procedure History:99401-postPregnancy:-0.146 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.586 [0.172 2.000] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.693 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.382 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:-0.327 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.292 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.248 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.219 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.211 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.187 Maternal Maternal Lab History: PH-otherPregnancy:0.177 Maternal Maternal Procedure History:90472-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Procedure History:90472-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.458 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.456 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.360 Maternal Maternal Procedure History:90746-postPregnancy:0.298 Maternal Vital: RR-otherPregnancy:0.271 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.231 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.209 Maternal Maternal Lab History: PT-postPregnancy:0.189 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.168 Maternal Diagnosis:9ccs60:Acut p-h anm | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.175 [0.023 1.306] | indivs AUC:0.496 Correlated most with: Maternal Diagnosis:9ccs60:Acut p-h anm:1.000 Maternal Maternal Procedure History:96372-otherPregnancy:0.213 Maternal Diagnosis:9ccs181:Ot preg comp:0.176 Maternal Maternal Procedure History:97110-postPregnancy:0.153 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.139 Maternal Maternal Procedure History:97001-postPregnancy:0.137 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.135 Maternal Diagnosis:9ccs46:Bnign ut neo:0.131 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.100 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.092 Maternal Maternal Lab History: WEIGHT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 73 | OR_unadj: 2.078 [0.980 4.405] | indivs AUC:0.521 Correlated most with: Maternal Maternal Lab History: WEIGHT-otherPregnancy:1.000 Maternal Vital: Wt-otherPregnancy:0.575 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.382 Maternal Vital: Wt-postPregnancy:0.360 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.301 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.272 Maternal Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.256 Maternal Maternal Lab History: AFP-otherPregnancy:-0.248 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.236 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.222 Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.964 [0.268 3.473] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:1.000 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.258 Lab:294147 FREE T4 - LMC:0.232 Maternal Diagnosis:9ccs48:Thyroid dsor:0.155 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.131 Maternal Maternal Procedure History:87880-postPregnancy:0.120 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.100 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.099 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.098 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.097 Vital: HC Percentile-gain13to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs5:HIV infectn:-0.143 Maternal Diagnosis:9ccs49:DiabMel no c:-0.061 Diagnosis:9ccs128:Asthma:0.059 Diagnosis:9ccs10:Immuniz/scrn:0.055 Diagnosis:9ccs198:Ot infl skin:0.055 Maternal Diagnosis:9ccs189:Prev c-sectn:0.053 Newborn Diagnosis:9ccs259:Unclassified:-0.049 Maternal Vital: BP-otherPregnancy:0.047 Diagnosis:9ccs7:Viral infect:0.046 Diagnosis:9ccs253:Allergy:0.046 Maternal Maternal Lab History: HCG-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 0.542 [0.122 2.411] | indivs AUC:0.489 Correlated most with: Maternal Maternal Lab History: HCG-postPregnancy:1.000 Maternal Maternal Lab History: INHMOM-postPregnancy:0.492 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.483 Maternal Maternal Lab History: HCG-otherPregnancy:0.468 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.435 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.424 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.415 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.413 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.379 Maternal Maternal Lab History: NT MoM-postPregnancy:0.364 Maternal Maternal Procedure History:86580-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 86 | OR_unadj: 1.010 [0.331 3.088] | indivs AUC:0.514 Correlated most with: Maternal Maternal Procedure History:86580-postPregnancy:1.000 Maternal Maternal Procedure History:86580-otherPregnancy:0.490 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.234 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.182 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.172 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.170 Maternal Maternal Lab History: APTT-postPregnancy:0.157 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.152 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.146 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.144 Maternal Maternal Procedure History:90656-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 80 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Procedure History:90656-otherPregnancy:1.000 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.467 Maternal Maternal Procedure History:99000-otherPregnancy:0.349 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.278 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.246 Maternal Maternal Procedure History:86703-postPregnancy:-0.217 Maternal Maternal Lab History: CREATININE-postPregnancy:0.211 Maternal Maternal Procedure History:81000-postPregnancy:-0.210 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.199 Maternal Maternal Procedure History:99000-postPregnancy:-0.194 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.289 [0.408 4.071] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.378 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.317 Maternal Maternal Lab History: PH-otherPregnancy:-0.302 Maternal Vital: Ht Percentile-otherPregnancy:0.286 Maternal Vital: Ht Percentile-postPregnancy:0.265 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.220 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.209 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.205 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.194 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 44 | OR_unadj: 0.390 [0.090 1.687] | indivs AUC:0.486 Correlated most with: Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.226 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.189 Maternal Vital: BMI Percentile-otherPregnancy:-0.178 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.160 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.149 Maternal Maternal Procedure History:97001-postPregnancy:0.147 Maternal Maternal Lab History: RDW-postPregnancy:0.142 Maternal Maternal Procedure History:90472-postPregnancy:-0.142 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:-0.140 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 81 | OR_unadj: 0.499 [0.194 1.282] | indivs AUC:0.503 Correlated most with: Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:0.265 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.158 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.158 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:-0.156 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.151 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:-0.137 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.133 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.130 Maternal Maternal Lab History: MONOS-postPregnancy:-0.127 Maternal Maternal Procedure History:90471-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 0.706 [0.154 3.235] | indivs AUC:0.499 Correlated most with: Maternal Maternal Procedure History:90471-otherPregnancy:1.000 Maternal Maternal Procedure History:96372-otherPregnancy:0.256 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.252 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.205 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.204 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.202 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.201 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.188 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.162 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.156 Maternal Vital: Temp-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 103 | OR_unadj: 0.936 [0.502 1.744] | indivs AUC:0.500 Correlated most with: Maternal Vital: Temp-otherPregnancy:1.000 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.259 Maternal Vital: Temp-postPregnancy:0.232 Maternal Maternal Procedure History:59430-postPregnancy:0.181 Diagnosis:9ccs246:FUO:-0.176 Maternal Maternal Procedure History:36415-otherPregnancy:-0.162 Maternal Maternal Lab History: RDW-otherPregnancy:0.146 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:-0.142 Maternal Maternal Procedure History:S9470-otherPregnancy:0.140 Maternal Maternal Procedure History:81025-otherPregnancy:-0.140 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:1.000 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.492 Maternal Maternal Procedure History:59430-postPregnancy:0.352 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.337 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.301 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.222 Maternal Maternal Lab History: BASOPHIL-otherPregnancy:0.214 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.209 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.208 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.207 Maternal Maternal Lab History: POLYS-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 0.746 [0.327 1.699] | indivs AUC:0.491 Correlated most with: Maternal Maternal Lab History: POLYS-otherPregnancy:1.000 Maternal Maternal Lab History: MONOS-otherPregnancy:-0.432 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.413 Maternal Vital: Ht Percentile-otherPregnancy:-0.324 Maternal Maternal Lab History: POLYS-postPregnancy:0.277 Maternal Vital: Ht Percentile-postPregnancy:-0.262 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.257 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.244 Maternal Maternal Lab History: WBC-otherPregnancy:0.242 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:-0.232 Maternal Maternal Procedure History:59430-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: nan [ nan nan] | indivs AUC:0.517 Correlated most with: Maternal Maternal Procedure History:59430-postPregnancy:1.000 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.352 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.254 Maternal Maternal Lab History: PH-otherPregnancy:0.237 Maternal Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:-0.201 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:-0.189 Maternal Vital: BMI-postPregnancy:0.187 Maternal Vital: Temp-otherPregnancy:0.181 Maternal Vital: BMI-otherPregnancy:0.164 Maternal Maternal Procedure History:86703-postPregnancy:0.159 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 72 | OR_unadj: 1.252 [0.490 3.198] | indivs AUC:0.519 Correlated most with: Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:1.000 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.467 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.460 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.459 Maternal Maternal Lab History: ALT-otherPregnancy:0.292 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.291 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.284 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.265 Maternal Maternal Procedure History:90746-postPregnancy:-0.241 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.235 Maternal Maternal Lab History: PH-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 55 | OR_unadj: 0.756 [0.216 2.644] | indivs AUC:0.489 Correlated most with: Maternal Maternal Lab History: PH-postPregnancy:1.000 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.314 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.191 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.190 Maternal Maternal Lab History: PH-otherPregnancy:0.179 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.179 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:-0.159 Maternal Maternal Lab History: PTT-postPregnancy:-0.156 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.152 Maternal Maternal Lab History: RBC-postPregnancy:-0.149 Maternal Maternal Procedure History:90649-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.776 [0.532 5.930] | indivs AUC:0.508 Correlated most with: Maternal Maternal Procedure History:90649-postPregnancy:1.000 Maternal Maternal Procedure History:90471-postPregnancy:0.419 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:-0.199 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:-0.193 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:-0.192 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.167 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.154 Maternal Maternal Procedure History:90746-postPregnancy:0.147 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.145 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:-0.138 Diagnosis:9ccs212:Ot bone dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs212:Ot bone dx:1.000 Diagnosis:9ccs209:Ot acq defor:0.182 Maternal Diagnosis:9ccs182:Hemorr preg:0.092 Diagnosis:9ccs0:No DX:0.085 Diagnosis:9ccs89:Blindness:0.077 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.077 Diagnosis:9ccs47:Ot bnign neo:0.064 Maternal Diagnosis:9ccs49:DiabMel no c:0.059 Diagnosis:9ccs96:Hrt valve dx:0.058 Diagnosis:9ccs58:Ot nutrit dx:0.057 Maternal Maternal Lab History: AST (SGOT)-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 83 | OR_unadj: 0.501 [0.149 1.690] | indivs AUC:0.501 Correlated most with: Maternal Maternal Lab History: AST (SGOT)-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.525 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.460 Maternal Maternal Lab History: ALT-postPregnancy:0.459 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.453 Maternal Maternal Lab History: VLDL-postPregnancy:0.428 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.410 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.400 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.352 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.327 Maternal Vital: BMI Percentile-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 0.883 [0.248 3.146] | indivs AUC:0.494 Correlated most with: Maternal Vital: BMI Percentile-otherPregnancy:1.000 Maternal Vital: Wt Percentile-otherPregnancy:0.635 Maternal Vital: BMI Percentile-postPregnancy:0.557 Maternal Vital: Wt Percentile-postPregnancy:0.430 Maternal Vital: Ht Percentile-otherPregnancy:0.315 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:0.253 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.247 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.241 Maternal Vital: Ht Percentile-postPregnancy:0.236 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.219 Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.403 [0.159 1.026] | indivs AUC:0.487 Correlated most with: Diagnosis:9ccs95:Oth nerv dx:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.179 Diagnosis:9ccs216:Nerv cong an:0.156 Diagnosis:9ccs211:Ot conn tiss:0.147 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.136 Number of Visits:0.117 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.112 Diagnosis:9ccs217:Ot cong anom:0.107 Newborn Diagnosis:9ccs219:Low birth wt:0.105 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.102 Maternal Diagnosis:9ccs182:Hemorr preg | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.369 [0.086 1.591] | indivs AUC:0.494 Correlated most with: Maternal Diagnosis:9ccs182:Hemorr preg:1.000 Maternal Diagnosis:9ccs184:Early labor:0.250 Newborn Diagnosis:9ccs219:Low birth wt:0.215 Maternal Maternal Procedure History:96372-otherPregnancy:0.201 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.131 Newborn Diagnosis:9ccs256:Exam/eval:0.131 Newborn Diagnosis:9ccs221:Resp distres:0.113 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.112 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.099 Diagnosis:9ccs212:Ot bone dx:0.092 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 78 | OR_unadj: nan [ nan nan] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:1.000 Maternal Maternal Lab History: HCG-otherPregnancy:0.807 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.790 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.775 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.763 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.730 Maternal Maternal Lab History: INHMOM-postPregnancy:0.705 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.615 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.505 Maternal Maternal Lab History: HCG-postPregnancy:0.483 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 0.503 [0.114 2.221] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:1.000 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.578 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.366 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.301 Maternal Maternal Procedure History:93005-otherPregnancy:0.296 Maternal Maternal Procedure History:93005-postPregnancy:0.234 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.226 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.215 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.207 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.205 Maternal Maternal Lab History: MONOS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 0.733 [0.278 1.935] | indivs AUC:0.505 Correlated most with: Maternal Maternal Lab History: MONOS-otherPregnancy:1.000 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.432 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.366 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.307 Maternal Maternal Lab History: MONOS-postPregnancy:0.237 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.224 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.201 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.200 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.185 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.176 Diagnosis:9ccs205:Back problem | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs205:Back problem:1.000 Maternal Diagnosis:9ccs6:Hepatitis:0.100 Lab:294203 BILIRUBIN TOTAL - LMC:0.095 Maternal Maternal Procedure History:90746-postPregnancy:-0.092 Maternal Diagnosis:9ccs191:Amnios dx:0.086 Maternal Vital: SpO2-postPregnancy:0.082 Diagnosis:9ccs251:Abdomnl pain:0.082 Diagnosis:9ccs133:Oth low resp:0.080 Diagnosis:9ccs224:Ot perint dx:0.077 Diagnosis:9ccs161:Ot dx kidney:0.075 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 1.010 [0.209 4.884] | indivs AUC:0.507 Correlated most with: Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.421 Maternal Maternal Procedure History:90746-postPregnancy:0.338 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.309 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.276 Maternal Maternal Lab History: PATIENT-postPregnancy:0.255 Maternal Maternal Procedure History:90472-postPregnancy:0.231 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.208 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.202 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.200 Maternal Maternal Lab History: GFR in African American-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: GFR in African American-postPregnancy:1.000 Maternal Maternal Lab History: GFR Calculation-postPregnancy:1.000 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.408 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.407 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.393 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.382 Maternal Maternal Lab History: HCG-otherPregnancy:-0.321 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.315 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.309 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.309 Maternal Maternal Lab History: PAPP-A-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 1.181 [0.427 3.271] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: PAPP-A-postPregnancy:1.000 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.235 Maternal Maternal Lab History: APF MoM-postPregnancy:-0.216 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.196 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:0.191 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.173 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.171 Maternal Maternal Lab History: A/G-otherPregnancy:0.168 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.162 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.149 Maternal Maternal Procedure History:90656-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 76 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.499 Correlated most with: Maternal Maternal Procedure History:90656-postPregnancy:1.000 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.403 Maternal Maternal Lab History: HCG-otherPregnancy:0.342 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.333 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.324 Maternal Maternal Lab History: INHMOM-postPregnancy:0.324 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.312 Maternal Maternal Procedure History:90471-postPregnancy:0.303 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.289 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.277 Diagnosis:9ccs258:Other screen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.822 [0.358 1.886] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs258:Other screen:1.000 Diagnosis:9ccs239:Superfic inj:0.184 Diagnosis:9ccs137:Mouth dx:0.165 Number of Visits:0.156 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.154 Diagnosis:9ccs155:Other GI dx:0.145 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.125 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.122 Diagnosis:9ccs250:Nausea/vomit:0.111 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.106 Maternal Maternal Lab History: GFR Calculation-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: GFR Calculation-postPregnancy:1.000 Maternal Maternal Lab History: GFR in African American-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.409 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.407 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.393 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.381 Maternal Maternal Lab History: HCG-otherPregnancy:-0.321 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.314 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.309 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.309 Maternal Maternal Lab History: GAMMA GT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 95 | OR_unadj: 0.527 [0.156 1.782] | indivs AUC:0.515 Correlated most with: Maternal Maternal Lab History: GAMMA GT-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.281 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.247 Maternal Maternal Lab History: AMYLASE-postPregnancy:0.222 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.195 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.157 Diagnosis:9ccs242:Poisn ot med:0.155 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.148 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.135 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.130 Maternal Maternal Lab History: LDH-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 96 | OR_unadj: 0.374 [0.113 1.237] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: LDH-postPregnancy:1.000 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.445 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.404 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.381 Maternal Maternal Lab History: CALCIUM-postPregnancy:-0.378 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.372 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:0.333 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.263 Maternal Maternal Lab History: AST-postPregnancy:0.239 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.195 * Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 3.576 [1.147 11.152] | indivs AUC:0.537 Correlated most with: Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.341 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.304 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.295 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.293 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.284 Maternal Maternal Procedure History:86703-otherPregnancy:0.217 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.215 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.211 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:-0.199 Newborn Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.127 [0.478 2.660] | indivs AUC:0.505 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:1.000 Diagnosis:9ccs223:Birth trauma:0.273 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.184 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.167 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.162 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.161 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.146 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.143 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.141 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.116 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 71 | OR_unadj: 0.501 [0.149 1.690] | indivs AUC:0.486 Correlated most with: Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.404 Maternal Maternal Lab History: FASTING-postPregnancy:0.358 Maternal Maternal Lab History: FASTING-otherPregnancy:0.358 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.263 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.261 Maternal Maternal Lab History: AFP-otherPregnancy:0.240 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.197 Maternal Maternal Lab History: hCG MoM-otherPregnancy:-0.180 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.174 Maternal Vital: BMI Percentile-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.754 [0.310 1.834] | indivs AUC:0.502 Correlated most with: Maternal Vital: BMI Percentile-postPregnancy:1.000 Maternal Vital: BMI Percentile-otherPregnancy:0.557 Maternal Vital: Wt Percentile-otherPregnancy:0.491 Maternal Vital: Wt Percentile-postPregnancy:0.423 Maternal Vital: Ht Percentile-otherPregnancy:0.276 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:-0.233 Maternal Vital: Wt-postPregnancy:0.202 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.193 Maternal Vital: BP-otherPregnancy:0.160 Maternal Vital: Wt-otherPregnancy:0.156 Maternal Maternal Lab History: PH-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.469 [0.107 2.059] | indivs AUC:0.491 Correlated most with: Maternal Maternal Lab History: PH-otherPregnancy:1.000 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:-0.302 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.261 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.250 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:-0.246 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:-0.241 Maternal Maternal Procedure History:59430-postPregnancy:0.237 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:-0.227 Maternal Maternal Lab History: PT-otherPregnancy:0.213 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.199 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 0.822 [0.358 1.886] | indivs AUC:0.497 Correlated most with: Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:1.000 Maternal Maternal Lab History: AFP-otherPregnancy:0.340 Maternal Maternal Lab History: FERRITIN-otherPregnancy:0.308 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.307 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.263 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.227 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.213 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.209 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.201 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:0.196 Newborn Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.641 [0.141 2.905] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.314 Maternal Diagnosis:9ccs184:Early labor:0.249 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.211 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.183 Newborn Diagnosis:9ccs256:Exam/eval:0.179 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.168 Newborn Diagnosis:9ccs218:Liveborn:-0.157 Newborn Diagnosis:9ccs222:Perint jaund:0.144 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.130 Maternal Maternal Lab History: hCG MoM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 0.951 [0.410 2.208] | indivs AUC:0.491 Correlated most with: Maternal Maternal Lab History: hCG MoM-otherPregnancy:1.000 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.803 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.434 Maternal Maternal Lab History: HCG-otherPregnancy:0.311 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:-0.276 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.272 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.271 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.262 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.259 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.254 Maternal Maternal Lab History: PROLACTIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 0.504 [0.062 4.108] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: PROLACTIN-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.555 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.492 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:-0.317 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.280 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.266 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.211 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:-0.172 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.169 Maternal Vital: PL-otherPregnancy:0.168 Maternal Maternal Lab History: INHMOM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.830 [0.278 2.482] | indivs AUC:0.490 Correlated most with: Maternal Maternal Lab History: INHMOM-postPregnancy:1.000 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.705 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.604 Maternal Maternal Lab History: HCG-otherPregnancy:0.600 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.580 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.553 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.548 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.497 Maternal Maternal Lab History: HCG-postPregnancy:0.492 Maternal Maternal Lab History: APF MoM-postPregnancy:0.358 Diagnosis:9ccs251:Abdomnl pain | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.520 [0.391 5.904] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:1.000 Maternal Maternal Lab History: FREE T3-postPregnancy:-0.208 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:0.132 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.109 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.096 Diagnosis:9ccs141:Ot dx stomch:0.090 Maternal Diagnosis:9ccs188:Pelvic obstr:0.086 Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.084 Diagnosis:9ccs205:Back problem:0.082 Diagnosis:9ccs55:Fluid/elc dx:0.082 Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:1.000 Diagnosis:9ccs83:Epilepsy/cnv:0.144 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.114 Lab:295669 BILIRUBIN DIRECT - LMC:-0.113 Diagnosis:9ccs47:Ot bnign neo:0.105 Diagnosis:9ccs166:Oth male gen:0.098 Diagnosis:9ccs216:Nerv cong an:0.097 Diagnosis:9ccs55:Fluid/elc dx:0.093 Diagnosis:9ccs197:Skin infectn:0.086 Newborn Diagnosis:9ccs213:Cardiac anom:0.086 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 0.670 [0.229 1.964] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:1.000 Maternal Maternal Lab History: NT MoM-postPregnancy:0.910 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.363 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.282 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.266 Maternal Maternal Procedure History:96372-postPregnancy:0.255 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.244 Maternal Maternal Lab History: HCG-postPregnancy:0.230 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.222 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.203 Vital: HC Percentile-avg13to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs5:HIV infectn:0.107 Maternal Diagnosis:9ccs128:Asthma:-0.097 Diagnosis:9ccs122:Pneumonia:0.064 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.062 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.062 Newborn Diagnosis:9ccs94:Other ear dx:0.057 Newborn Diagnosis:9ccs224:Ot perint dx:0.052 Diagnosis:9ccs127:COPD:-0.052 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.049 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.049 Maternal Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:1.000 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.266 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.256 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.229 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.210 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.186 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.166 Maternal Vital: Wt-otherPregnancy:0.161 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.153 Maternal Diagnosis:9ccs184:Early labor:0.147 Maternal Maternal Lab History: NT MoM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 0.527 [0.156 1.782] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: NT MoM-postPregnancy:1.000 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.910 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.456 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.446 Maternal Maternal Lab History: HCG-otherPregnancy:0.404 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.374 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.367 Maternal Maternal Lab History: HCG-postPregnancy:0.364 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.359 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.337 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 101 | OR_unadj: 0.537 [0.226 1.278] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.337 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.278 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.260 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.255 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.250 Maternal Maternal Procedure History:97110-postPregnancy:0.248 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.188 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.185 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.183 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.630 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.627 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.568 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.525 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.400 Maternal Maternal Procedure History:87880-postPregnancy:0.389 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.329 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.303 Maternal Diagnosis:9ccs5:HIV infectn:0.298 Maternal Maternal Lab History: FASTING-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 45 | OR_unadj: 0.883 [0.293 2.656] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: FASTING-otherPregnancy:1.000 Maternal Maternal Lab History: FASTING-postPregnancy:0.669 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.358 Diagnosis:9ccs8:Oth infectns:0.162 Maternal Maternal Procedure History:85018-postPregnancy:-0.156 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.140 Maternal Maternal Procedure History:99401-postPregnancy:0.140 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.137 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.136 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.135 Maternal Maternal Lab History: VLDL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 69 | OR_unadj: 0.982 [0.362 2.662] | indivs AUC:0.495 Correlated most with: Maternal Maternal Lab History: VLDL-postPregnancy:1.000 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.584 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.502 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.428 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.313 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.299 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.288 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.267 Maternal Maternal Lab History: ALT-postPregnancy:0.243 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.228 Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.386 [0.968 5.880] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs211:Ot conn tiss:1.000 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.208 Diagnosis:9ccs95:Oth nerv dx:0.147 Maternal Maternal Lab History: FERRITIN-otherPregnancy:-0.136 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.124 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.121 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.118 Maternal Maternal Lab History: PT-otherPregnancy:-0.112 Diagnosis:9ccs134:Ot uppr resp:0.111 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.105 Diagnosis:9ccs240:Burns | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.830 [0.278 2.482] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs240:Burns:1.000 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.196 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.167 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.165 Maternal Maternal Lab History: MONOS-otherPregnancy:0.126 Diagnosis:9ccs243:Poisn nonmed:0.124 Number of Visits:0.123 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.119 Maternal Maternal Procedure History:90472-postPregnancy:0.115 Maternal Vital: RR-otherPregnancy:0.114 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 1.106 [0.403 3.040] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:1.000 Maternal Maternal Lab History: INHMOM-postPregnancy:0.342 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.303 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.290 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.287 Maternal Maternal Lab History: HCG-otherPregnancy:0.285 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.277 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.269 Maternal Maternal Procedure History:96372-postPregnancy:0.236 Maternal Maternal Lab History: HCG-postPregnancy:0.229 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.489 Correlated most with: Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.336 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.291 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:-0.286 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.253 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.205 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.173 Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.159 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.143 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.138 Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.421 [0.548 3.688] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs223:Birth trauma:1.000 Newborn Diagnosis:9ccs223:Birth trauma:0.273 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.196 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.190 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.189 Maternal Diagnosis:9ccs188:Pelvic obstr:0.152 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.144 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.136 Diagnosis:9ccs89:Blindness:0.109 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.109 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 44 | OR_unadj: 1.010 [0.209 4.884] | indivs AUC:0.487 Correlated most with: Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.567 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.505 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.299 Maternal Vital: RR-otherPregnancy:0.237 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.220 Maternal Maternal Procedure History:90472-postPregnancy:0.209 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.198 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.191 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.188 Maternal Maternal Lab History: ESTRIOL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 74 | OR_unadj: 0.982 [0.362 2.662] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: ESTRIOL-otherPregnancy:1.000 Maternal Maternal Lab History: AFP-otherPregnancy:0.561 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.404 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.299 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.281 Maternal Maternal Lab History: hCG MoM-otherPregnancy:-0.276 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.275 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.273 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.248 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.219 Maternal Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 0.478 [0.142 1.606] | indivs AUC:0.489 Correlated most with: Maternal Diagnosis:9ccs259:Unclassified:1.000 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.180 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.166 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.140 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:0.121 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.111 Maternal Maternal Procedure History:85018-postPregnancy:0.097 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.094 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.092 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.092 Maternal Maternal Procedure History:81025-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 75 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.494 Correlated most with: Maternal Maternal Procedure History:81025-otherPregnancy:1.000 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.472 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.470 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.441 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.392 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.392 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.343 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:-0.330 Maternal Maternal Lab History: A/G-otherPregnancy:-0.318 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.305 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.513 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.693 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.453 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.398 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.395 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.336 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.266 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.266 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.247 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.227 Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 2.665 [0.594 11.959] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:1.000 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:0.276 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.159 Maternal Maternal Lab History: FREE T3-postPregnancy:-0.155 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.152 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.132 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:-0.131 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.129 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:-0.126 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.118 Newborn Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.778 [0.604 5.234] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs213:Cardiac anom:0.441 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.235 Diagnosis:9ccs96:Hrt valve dx:0.208 Maternal Maternal Procedure History:96372-postPregnancy:0.156 Newborn Diagnosis:9ccs96:Hrt valve dx:0.156 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.137 Diagnosis:9ccs55:Fluid/elc dx:0.136 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.126 Maternal Maternal Lab History: FREE T3-postPregnancy:-0.117 Lab:292495 LEAD LEVEL - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:1.000 Diagnosis:9ccs243:Poisn nonmed:-0.102 Diagnosis:9ccs217:Ot cong anom:0.085 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.069 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.069 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.063 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.063 Maternal Diagnosis:9ccs183:HTN in preg:0.063 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.062 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.061 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 0.369 [0.086 1.591] | indivs AUC:0.481 Correlated most with: Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.359 Maternal Diagnosis:9ccs211:Ot conn tiss:0.351 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.187 Maternal Maternal Procedure History:90656-postPregnancy:0.185 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.175 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.164 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:-0.161 Maternal Maternal Lab History: APTT-postPregnancy:-0.152 Diagnosis:9ccs163:Other GU dx:0.147 Diagnosis:9ccs247:Lymph enlarg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.627 [0.240 1.634] | indivs AUC:0.483 Correlated most with: Diagnosis:9ccs247:Lymph enlarg:1.000 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.210 Diagnosis:9ccs3:Oth bact inf:0.202 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.151 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.140 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.127 Maternal Maternal Lab History: FREE T-4-postPregnancy:0.122 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.120 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.118 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.114 Maternal Maternal Lab History: FREE T-4-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 0.234 [0.031 1.775] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: FREE T-4-postPregnancy:1.000 Maternal Maternal Lab History: FREE T3-postPregnancy:0.446 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.364 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.267 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:0.264 Maternal Diagnosis:9ccs48:Thyroid dsor:0.250 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.229 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:-0.213 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.189 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.183 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:1.000 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.247 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.231 Maternal Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:-0.203 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.191 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.190 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.190 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.188 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.160 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.146 Vital: HC Percentile-gain10to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.496 Correlated most with: Maternal Diagnosis:9ccs5:HIV infectn:0.164 Diagnosis:9ccs234:Crush injury:-0.098 Maternal Diagnosis:9ccs48:Thyroid dsor:-0.083 Maternal Maternal Lab History: A/G-postPregnancy:-0.080 Diagnosis:9ccs48:Thyroid dsor:-0.074 Maternal Diagnosis:9ccs49:DiabMel no c:0.070 Maternal Maternal Procedure History:90656-postPregnancy:-0.066 Diagnosis:10ccs58:Ot nutrit dx:-0.064 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.060 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.060 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 76 | OR_unadj: 1.784 [0.758 4.201] | indivs AUC:0.532 Correlated most with: Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.359 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.305 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.267 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.236 Maternal Maternal Procedure History:81000-otherPregnancy:0.235 Maternal Maternal Procedure History:93005-otherPregnancy:0.208 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.198 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.195 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.188 Maternal Maternal Lab History: AFP-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 70 | OR_unadj: 0.500 [0.174 1.434] | indivs AUC:0.483 Correlated most with: Maternal Maternal Lab History: AFP-otherPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.561 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.340 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.312 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.299 Maternal Maternal Lab History: WEIGHT-otherPregnancy:-0.248 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.240 Maternal Maternal Lab History: AFP-postPregnancy:0.234 Maternal Vital: Wt Change-otherPregnancy:-0.197 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.192 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:1.000 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.438 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.394 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.348 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.330 Maternal Maternal Procedure History:96372-postPregnancy:0.312 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.282 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.268 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.265 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.246 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.581 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.530 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.360 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.356 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.337 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.315 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.292 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.270 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.232 Maternal Maternal Lab History: URINE SUGAR-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: URINE SUGAR-postPregnancy:1.000 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:0.835 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.250 Maternal Vital: Wt Change-postPregnancy:0.241 Maternal Maternal Lab History: ANION GAP-postPregnancy:0.215 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.131 Maternal Vital: BP-otherPregnancy:0.118 Maternal Maternal Lab History: BUN-postPregnancy:-0.110 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.110 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.107 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 71 | OR_unadj: 1.292 [0.571 2.925] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:1.000 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.478 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.434 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.228 Maternal Maternal Procedure History:93005-otherPregnancy:0.220 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.198 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:0.173 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:-0.169 Maternal Maternal Lab History: FASTING-postPregnancy:-0.165 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.165 Maternal Diagnosis:9ccs5:HIV infectn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.180 [0.237 5.868] | indivs AUC:0.504 Correlated most with: Maternal Diagnosis:9ccs5:HIV infectn:1.000 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.298 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.268 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.264 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.239 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.217 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.180 Maternal Maternal Procedure History:87880-postPregnancy:0.158 Maternal Diagnosis:9ccs74:Ot mentl cnd:0.130 Maternal Diagnosis:9ccs6:Hepatitis:0.130 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.206 [0.027 1.553] | indivs AUC:0.490 Correlated most with: Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:1.000 Maternal Maternal Lab History: NT MoM-postPregnancy:0.220 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.209 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.203 Maternal Maternal Lab History: POLYS-postPregnancy:-0.163 Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.162 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.153 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:0.143 Maternal Maternal Lab History: FERRITIN-otherPregnancy:0.125 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.123 Vital: Wt for Len Percentile-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.190 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:0.166 Maternal Vital: Wt Change-otherPregnancy:-0.148 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.145 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:0.138 Maternal Maternal Lab History: SODIUM-postPregnancy:-0.128 Maternal Diagnosis:9ccs0:No DX:-0.119 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.110 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.104 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.103 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 71 | OR_unadj: 0.951 [0.410 2.208] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:1.000 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.803 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.478 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:-0.299 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.261 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:0.244 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:-0.213 Maternal Maternal Lab History: FASTING-postPregnancy:-0.192 Maternal Maternal Lab History: AFP-otherPregnancy:-0.192 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.180 * Diagnosis:9ccs154:Gastroent | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.210 [0.050 0.880] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs154:Gastroent:1.000 Diagnosis:9ccs153:GI hemorrhag:0.209 Diagnosis:9ccs155:Other GI dx:0.191 Diagnosis:9ccs133:Oth low resp:0.166 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.159 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.146 Number of Visits:0.145 Diagnosis:9ccs256:Exam/eval:0.138 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.137 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.137 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 76 | OR_unadj: 0.561 [0.194 1.623] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.557 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.299 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.268 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.239 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.225 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.212 Maternal Maternal Procedure History:90656-postPregnancy:0.207 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.206 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.191 Maternal Maternal Lab History: PO2-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: PO2-postPregnancy:1.000 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.842 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.381 Maternal Maternal Lab History: PT-postPregnancy:0.187 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:-0.182 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.176 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.168 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.162 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:-0.153 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.150 Maternal Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Diagnosis:9ccs155:Other GI dx:1.000 Maternal Maternal Procedure History:36415-otherPregnancy:0.154 Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.126 Maternal Diagnosis:9ccs59:Anemia:0.112 Maternal Diagnosis:9ccs188:Pelvic obstr:0.107 Maternal Diagnosis:9ccs189:Prev c-sectn:0.101 Maternal Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.100 Diagnosis:9ccs147:Anal/rectal:0.089 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.089 Maternal Diagnosis:9ccs181:Ot preg comp:0.087 Diagnosis:9ccs76:Meningitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.308 [0.546 3.136] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs76:Meningitis:1.000 Lab:297275 STREP RAPID TEST (POCT):0.106 Diagnosis:9ccs92:Otitis media:0.103 Diagnosis:9ccs124:Tonsillitis:0.084 Maternal Diagnosis:9ccs195:Ot compl bir:-0.083 Diagnosis:9ccs4:Mycoses:0.082 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.081 Maternal Diagnosis:9ccs176:Contraceptiv:0.079 Number of Visits:0.075 Diagnosis:9ccs133:Oth low resp:0.073 Maternal Diagnosis:9ccs168:PID | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 0.194 [0.026 1.461] | indivs AUC:0.494 Correlated most with: Maternal Diagnosis:9ccs168:PID:1.000 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.176 Maternal Diagnosis:9ccs189:Prev c-sectn:0.142 Newborn Diagnosis:9ccs218:Liveborn:-0.129 Maternal Diagnosis:9ccs181:Ot preg comp:0.128 Newborn Diagnosis:9ccs221:Resp distres:0.119 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.107 Maternal Diagnosis:9ccs49:DiabMel no c:0.088 Diagnosis:9ccs91:Other eye dx:0.083 Newborn Diagnosis:9ccs215:gu cong anom:0.081 Diagnosis:9ccs8:Oth infectns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.106 [0.403 3.040] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs8:Oth infectns:1.000 Maternal Maternal Lab History: FASTING-postPregnancy:0.171 Maternal Maternal Lab History: FASTING-otherPregnancy:0.162 Diagnosis:9ccs2603:E Codes: Fall:0.132 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.117 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.094 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.093 Diagnosis:10ccs58:Ot nutrit dx:0.093 Diagnosis:9ccs117:Ot circul dx:0.087 Newborn Diagnosis:9ccs222:Perint jaund:0.082 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.506 Correlated most with: Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.777 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.505 Maternal Vital: RR-otherPregnancy:0.462 Maternal Maternal Procedure History:90472-postPregnancy:0.458 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.392 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.287 Maternal Maternal Lab History: PH-otherPregnancy:-0.246 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.231 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.225 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: 2.972 [0.902 9.793] | indivs AUC:0.518 Correlated most with: Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.252 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.235 Maternal Maternal Procedure History:93005-otherPregnancy:0.202 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.188 Maternal Maternal Procedure History:93005-postPregnancy:0.160 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.154 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.154 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.150 Maternal Maternal Procedure History:90649-postPregnancy:0.145 Newborn Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs0:No DX:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.357 Newborn Diagnosis:9ccs94:Other ear dx:-0.355 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.252 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.228 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.158 Newborn Diagnosis:9ccs218:Liveborn:-0.157 Maternal Maternal Procedure History:81025-otherPregnancy:0.152 Maternal Maternal Lab History: A/G-otherPregnancy:-0.123 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:-0.114 Maternal Maternal Lab History: O2 SATURATION-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: O2 SATURATION-postPregnancy:1.000 Maternal Maternal Lab History: PO2-postPregnancy:0.842 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.347 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.221 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.206 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.190 Maternal Maternal Procedure History:85018-postPregnancy:-0.184 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:-0.170 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:-0.158 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:-0.153 Maternal Maternal Lab History: 2 HOUR-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 3.563 [0.887 14.312] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: 2 HOUR-postPregnancy:1.000 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.636 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.487 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.433 Maternal Maternal Procedure History:93005-otherPregnancy:0.391 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.351 Maternal Maternal Procedure History:93005-postPregnancy:0.309 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.298 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.236 Lab:294147 FREE T4 - LMC:0.233 Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.388 [0.117 1.286] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs219:Low birth wt:1.000 Maternal Diagnosis:9ccs184:Early labor:0.469 Newborn Diagnosis:9ccs219:Low birth wt:0.467 Newborn Diagnosis:9ccs253:Allergy:0.271 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.264 Newborn Diagnosis:9ccs256:Exam/eval:0.214 Newborn Diagnosis:9ccs222:Perint jaund:0.213 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.187 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.186 Maternal Maternal Procedure History:96372-otherPregnancy:0.179 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 2.665 [0.594 11.959] | indivs AUC:0.480 Correlated most with: Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:1.000 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.342 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.331 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.329 Maternal Maternal Lab History: PTT-otherPregnancy:0.293 Maternal Maternal Lab History: INR-otherPregnancy:0.278 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.253 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.237 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.220 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.218 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 43 | OR_unadj: 0.413 [0.095 1.795] | indivs AUC:0.492 Correlated most with: Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.444 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.364 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.236 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.213 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.212 Maternal Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:0.202 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.180 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.179 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.179 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.519 Correlated most with: Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.396 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.384 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.353 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.289 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.268 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.261 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.250 Maternal Maternal Procedure History:81025-otherPregnancy:0.220 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.215 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.464 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.363 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.362 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.289 Maternal Maternal Lab History: TEST NAME-postPregnancy:-0.277 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:-0.263 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.231 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.229 Maternal Diagnosis:9ccs211:Ot conn tiss:0.223 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.751 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.331 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.280 Maternal Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.229 Maternal Maternal Lab History: LDL-postPregnancy:0.204 Maternal Maternal Procedure History:36415-postPregnancy:0.197 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:0.196 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.185 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.185 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:1.000 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:-0.189 Maternal Diagnosis:9ccs211:Ot conn tiss:0.174 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.164 Newborn Diagnosis:9ccs0:No DX:0.158 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.143 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.142 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.140 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.132 Maternal Maternal Lab History: RUBELLA-postPregnancy:0.125 Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 0.733 [0.278 1.935] | indivs AUC:0.487 Correlated most with: Diagnosis:9ccs89:Blindness:1.000 Diagnosis:9ccs91:Other eye dx:0.242 Diagnosis:9ccs217:Ot cong anom:0.212 Diagnosis:9ccs213:Cardiac anom:0.129 Diagnosis:9ccs223:Birth trauma:0.109 Newborn Diagnosis:9ccs218:Liveborn:-0.103 Number of Visits:0.102 Diagnosis:9ccs7:Viral infect:0.088 Diagnosis:9ccs257:Ot aftercare:0.081 Newborn Diagnosis:9ccs191:Amnios dx:0.077 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 47 | OR_unadj: 0.930 [0.345 2.506] | indivs AUC:0.477 Correlated most with: Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:1.000 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.491 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.272 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.262 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.251 Maternal Maternal Lab History: FERRITIN-postPregnancy:-0.243 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.229 Maternal Maternal Lab History: HCG-otherPregnancy:-0.225 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.223 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.220 Vital: Wt for Len Percentile-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: APF MoM-postPregnancy:-0.294 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.137 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.115 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.112 Maternal Maternal Lab History: SODIUM-postPregnancy:-0.103 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.102 Diagnosis:9ccs141:Ot dx stomch:0.095 Diagnosis:9ccs3:Oth bact inf:0.095 Diagnosis:9ccs134:Ot uppr resp:-0.079 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.076 Diagnosis:9ccs153:GI hemorrhag | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.175 [0.023 1.306] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs153:GI hemorrhag:1.000 Diagnosis:9ccs154:Gastroent:0.209 Diagnosis:9ccs140:Gastritis:0.113 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.100 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.099 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.099 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.096 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.095 Maternal Diagnosis:9ccs159:UTI:0.092 Diagnosis:9ccs155:Other GI dx:0.088 Vital: HC Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: BUN-otherPregnancy:-0.173 Newborn Diagnosis:9ccs253:Allergy:-0.170 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.165 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.129 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.118 Diagnosis:9ccs117:Ot circul dx:-0.101 Maternal Maternal Lab History: POTASSIUM-postPregnancy:-0.095 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:-0.087 Diagnosis:9ccs213:Cardiac anom:-0.080 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.080 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 0.883 [0.187 4.178] | indivs AUC:0.492 Correlated most with: Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.361 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.295 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.249 Maternal Maternal Procedure History:93005-postPregnancy:0.237 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.215 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.212 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.204 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.194 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.185 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 55 | OR_unadj: 1.419 [0.443 4.549] | indivs AUC:0.511 Correlated most with: Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.418 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.363 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.311 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.311 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.280 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.266 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.261 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.241 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.229 Vital: HC Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.329 [0.351 5.033] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:-0.129 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:-0.124 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.101 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.092 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.090 Diagnosis:9ccs153:GI hemorrhag:0.077 Maternal Maternal Procedure History:86580-otherPregnancy:0.076 Diagnosis:9ccs2603:E Codes: Fall:0.075 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:-0.075 Maternal Vital: PL-otherPregnancy:0.072 Maternal Maternal Lab History: LDL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 62 | OR_unadj: 1.078 [0.459 2.531] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: LDL-postPregnancy:1.000 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.627 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.433 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.241 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.215 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.212 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.204 Maternal Maternal Lab History: URIC ACID-postPregnancy:-0.197 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.197 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.191 Diagnosis:9ccs140:Gastritis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 2.226 [0.724 6.844] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs140:Gastritis:1.000 Maternal Maternal Procedure History:90472-postPregnancy:0.146 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.139 Diagnosis:9ccs153:GI hemorrhag:0.113 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.109 Diagnosis:9ccs213:Cardiac anom:0.098 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.095 Newborn Diagnosis:9ccs95:Oth nerv dx:0.093 Maternal Maternal Procedure History:90649-postPregnancy:0.091 Maternal Maternal Procedure History:90471-postPregnancy:0.085 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.706 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.363 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.332 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:-0.252 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:0.249 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:-0.249 Maternal Maternal Lab History: LDL-postPregnancy:0.241 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.240 Maternal Diagnosis:9ccs211:Ot conn tiss:-0.237 Newborn Diagnosis:9ccs191:Amnios dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:1.000 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.245 Newborn Diagnosis:9ccs217:Ot cong anom:0.240 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.166 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.156 Diagnosis:9ccs211:Ot conn tiss:0.095 Diagnosis:9ccs117:Ot circul dx:0.095 Diagnosis:9ccs83:Epilepsy/cnv:0.090 Maternal Diagnosis:9ccs59:Anemia:0.088 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.082 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.352 [0.045 2.758] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:-0.273 Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:-0.228 Maternal Maternal Lab History: TP VOLUME-postPregnancy:-0.198 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.182 Maternal Diagnosis:9ccs0:No DX:-0.173 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.165 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.153 Maternal Maternal Lab History: eGFR-postPregnancy:-0.130 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.121 * Maternal Diagnosis:9ccs61:Sickle cell | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 4.754 [1.059 21.333] | indivs AUC:0.510 Correlated most with: Maternal Diagnosis:9ccs61:Sickle cell:1.000 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.134 Lab:294205 TSH REFLEX TO FT4 - LMC:0.126 Maternal Diagnosis:9ccs46:Bnign ut neo:0.115 Maternal Diagnosis:9ccs196:Nml preg/del:-0.110 Maternal Diagnosis:9ccs181:Ot preg comp:0.108 Diagnosis:10ccs58:Ot nutrit dx:0.083 Maternal Diagnosis:9ccs60:Acut p-h anm:0.076 Diagnosis:9ccs8:Oth infectns:0.076 Diagnosis:9ccs83:Epilepsy/cnv:0.074 Maternal Maternal Lab History: FASTING-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 1.774 [0.442 7.127] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: FASTING-postPregnancy:1.000 Maternal Maternal Lab History: FASTING-otherPregnancy:0.669 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.358 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.259 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.194 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.192 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:-0.173 Diagnosis:9ccs8:Oth infectns:0.171 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:-0.165 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.162 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 32 | OR_unadj: 1.772 [0.323 9.712] | indivs AUC:0.497 Correlated most with: Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.404 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.248 Maternal Maternal Lab History: URINE PH-otherPregnancy:-0.187 Diagnosis:9ccs234:Crush injury:0.168 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:-0.152 Maternal Maternal Lab History: MCV-otherPregnancy:-0.135 Maternal Maternal Procedure History:99401-postPregnancy:0.133 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.113 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:-0.107 Maternal Maternal Procedure History:85018-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:85018-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:-0.388 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.339 Maternal Maternal Procedure History:76830-postPregnancy:0.337 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.306 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.289 Maternal Maternal Procedure History:87880-postPregnancy:0.239 Maternal Vital: SpO2-postPregnancy:-0.197 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.184 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.171 Vital: HC Percentile-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.206 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.190 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.094 Diagnosis:9ccs0:No DX:-0.067 Diagnosis:9ccs94:Other ear dx:-0.063 Diagnosis:9ccs256:Exam/eval:-0.063 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:-0.061 Maternal Vital: RR-postPregnancy:0.059 Diagnosis:9ccs136:Teeth dx:-0.056 Diagnosis:9ccs259:Unclassified:0.056 Maternal Diagnosis:9ccs149:Biliary dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.352 [0.045 2.758] | indivs AUC:0.494 Correlated most with: Maternal Diagnosis:9ccs149:Biliary dx:1.000 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.305 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.288 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.206 Maternal Maternal Lab History: ALT-postPregnancy:0.160 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.157 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.144 Maternal Diagnosis:9ccs181:Ot preg comp:0.136 Maternal Diagnosis:9ccs159:UTI:0.131 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.126 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.488 Correlated most with: Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:1.000 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.394 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.347 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.302 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.263 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.259 Maternal Maternal Lab History: LDL-otherPregnancy:0.240 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.227 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.207 Newborn Diagnosis:9ccs253:Allergy:0.202 Maternal Diagnosis:9ccs196:Nml preg/del | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1740 | OR_unadj: 2.841 [0.363 22.266] | indivs AUC:0.496 Correlated most with: Maternal Diagnosis:9ccs196:Nml preg/del:1.000 Maternal Maternal Lab History: LIPASE-postPregnancy:0.234 Maternal Maternal Lab History: AMYLASE-postPregnancy:0.223 Maternal Diagnosis:9ccs0:No DX:-0.119 Maternal Maternal Lab History: URINE KETONES-postPregnancy:-0.113 Diagnosis:9ccs2:Septicemia:-0.110 Maternal Diagnosis:9ccs61:Sickle cell:-0.110 Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy:-0.101 Maternal Maternal Procedure History:76830-postPregnancy:0.096 Diagnosis:9ccs244:Other injury:-0.073 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 1.010 [0.209 4.884] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.480 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.379 Maternal Maternal Procedure History:97001-postPregnancy:0.315 Maternal Maternal Procedure History:97110-postPregnancy:0.263 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.251 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.229 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.209 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.197 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.195 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:1.000 Maternal Maternal Lab History: HCG-otherPregnancy:-0.760 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.746 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.736 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.721 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.615 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.577 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.499 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.497 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.418 Lab:297275 STREP RAPID TEST (POCT) | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Lab:297275 STREP RAPID TEST (POCT):1.000 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.215 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.168 Diagnosis:9ccs3:Oth bact inf:0.138 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:-0.119 Diagnosis:9ccs76:Meningitis:0.106 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:-0.098 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.093 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.085 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.084 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 46 | OR_unadj: 0.439 [0.101 1.918] | indivs AUC:0.490 Correlated most with: Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:1.000 Maternal Maternal Lab History: IRON-postPregnancy:0.303 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.254 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.251 Maternal Maternal Procedure History:97110-postPregnancy:0.232 Maternal Maternal Procedure History:97001-postPregnancy:0.207 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.201 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.185 Maternal Vital: RR-otherPregnancy:0.178 Diagnosis:9ccs3:Oth bact inf:0.169 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.362 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.317 Maternal Maternal Lab History: A/G-otherPregnancy:0.294 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.242 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.224 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.216 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.197 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.191 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.189 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:1.000 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.441 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.236 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.185 Maternal Maternal Lab History: GLOBULIN-postPregnancy:0.165 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.137 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.137 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.131 Maternal Maternal Lab History: A/G-postPregnancy:-0.121 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.116 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.464 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.416 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.332 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.273 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.262 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.262 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.250 Maternal Diagnosis:9ccs211:Ot conn tiss:0.242 Maternal Maternal Procedure History:81025-postPregnancy:0.233 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:1.000 Maternal Maternal Lab History: PATIENT-postPregnancy:0.486 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.466 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.465 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.455 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.441 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.357 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.343 Maternal Maternal Procedure History:90746-postPregnancy:0.298 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.292 Diagnosis:9ccs243:Poisn nonmed | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.031 [0.592 6.976] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs243:Poisn nonmed:1.000 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.185 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.135 Diagnosis:9ccs240:Burns:0.124 Maternal Diagnosis:9ccs163:Other GU dx:0.119 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.118 Lab:292495 LEAD LEVEL - Sunrise:-0.102 Diagnosis:9ccs151:Oth liver dx:0.096 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:-0.082 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.068 Diagnosis:9ccs147:Anal/rectal | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.615 [0.558 4.678] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs147:Anal/rectal:1.000 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.214 Maternal Maternal Lab History: PTT-otherPregnancy:0.193 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.184 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.184 Maternal Maternal Lab History: INR-otherPregnancy:0.183 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.149 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.134 Diagnosis:9ccs155:Other GI dx:0.132 Maternal Maternal Procedure History:81025-otherPregnancy:0.126 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:1.000 Maternal Maternal Lab History: PATIENT-postPregnancy:0.471 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.451 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.442 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.425 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.329 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.307 Maternal Maternal Procedure History:90746-postPregnancy:0.290 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.283 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.282 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.312 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:-0.224 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.214 Maternal Maternal Lab History: PATIENT-postPregnancy:-0.179 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:-0.168 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:-0.163 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:-0.161 Maternal Diagnosis:9ccs211:Ot conn tiss:-0.160 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:-0.157 Lab:294147 FREE T4 - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.506 Correlated most with: Lab:294147 FREE T4 - LMC:1.000 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.386 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.233 Diagnosis:9ccs48:Thyroid dsor:0.232 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.208 Maternal Maternal Procedure History:90649-postPregnancy:0.137 Maternal Diagnosis:9ccs48:Thyroid dsor:0.126 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.121 Maternal Maternal Lab History: WEIGHT-postPregnancy:-0.119 Maternal Diagnosis:9ccs49:DiabMel no c:-0.114 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.488 Correlated most with: Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.240 Maternal Maternal Lab History: LDL-postPregnancy:0.197 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.195 Diagnosis:9ccs83:Epilepsy/cnv:0.170 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.152 Maternal Maternal Procedure History:97110-postPregnancy:-0.149 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.148 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:-0.147 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.141 Maternal Maternal Procedure History:J1055-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 1.772 [0.323 9.712] | indivs AUC:0.508 Correlated most with: Maternal Maternal Procedure History:J1055-postPregnancy:1.000 Maternal Maternal Procedure History:90772-postPregnancy:0.651 Maternal Maternal Procedure History:81025-postPregnancy:0.321 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.181 Maternal Maternal Lab History: PATIENT-postPregnancy:0.171 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.164 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.163 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.154 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.137 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.134 Diagnosis:9ccs2:Septicemia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2:Septicemia:1.000 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.293 Maternal Maternal Lab History: FREE T-4-otherPregnancy:0.293 Maternal Maternal Lab History: AMYLASE-postPregnancy:-0.279 Maternal Maternal Lab History: LDL-otherPregnancy:-0.262 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.240 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.168 Diagnosis:9ccs246:FUO:0.166 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.165 Maternal Vital: Wt Change-otherPregnancy:-0.162 Maternal Maternal Procedure History:S9470-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 0.705 [0.203 2.448] | indivs AUC:0.526 Correlated most with: Maternal Maternal Procedure History:S9470-otherPregnancy:1.000 Maternal Maternal Procedure History:S9470-postPregnancy:0.430 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.406 Maternal Vital: Ht Percentile-otherPregnancy:0.344 Maternal Vital: Ht Percentile-postPregnancy:0.275 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.244 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.192 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.182 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.160 Newborn Diagnosis:9ccs95:Oth nerv dx:0.149 Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.352 [0.045 2.758] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs3:Oth bact inf:1.000 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.222 Diagnosis:9ccs247:Lymph enlarg:0.202 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.169 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.168 Lab:297275 STREP RAPID TEST (POCT):0.138 Diagnosis:9ccs246:FUO:0.131 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.122 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.116 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.104 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.501 Correlated most with: Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:1.000 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.658 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.629 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.594 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.471 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.250 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.210 Maternal Maternal Lab History: PT-otherPregnancy:0.158 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.144 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.138 Maternal Maternal Procedure History:96372-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:96372-otherPregnancy:1.000 Diagnosis:9ccs141:Ot dx stomch:0.294 Maternal Maternal Procedure History:90471-otherPregnancy:0.256 Maternal Diagnosis:9ccs60:Acut p-h anm:0.213 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.210 Maternal Diagnosis:9ccs182:Hemorr preg:0.201 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.181 Diagnosis:9ccs219:Low birth wt:0.179 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.159 Maternal Maternal Lab History: ALT-otherPregnancy:0.150 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 0.352 [0.045 2.758] | indivs AUC:0.484 Correlated most with: Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.400 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.388 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.377 Maternal Maternal Lab History: TEST NAME-postPregnancy:0.372 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.326 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.249 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.245 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.228 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.227 Lab:306605 BILIRUBIN DIRECT - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Lab:306605 BILIRUBIN DIRECT - Sunrise:1.000 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.491 Diagnosis:9ccs48:Thyroid dsor:0.258 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:0.257 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.223 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.216 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.188 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.179 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:-0.151 Maternal Maternal Lab History: A/G-postPregnancy:0.145 Maternal Maternal Lab History: PAPP-A-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: PAPP-A-otherPregnancy:1.000 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.721 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.696 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.660 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.577 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.402 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.362 Maternal Maternal Lab History: FERRITIN-otherPregnancy:0.359 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.330 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.290 Lab:321981 BILIRUBIN TOTAL - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:1.000 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.363 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.355 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:-0.316 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.189 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.187 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.185 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.172 Maternal Maternal Procedure History:J7300-postPregnancy:0.157 Lab:306617 OCCULT BLOOD TEST (FECAL):0.153 Lab:306617 OCCULT BLOOD TEST (FECAL) | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Lab:306617 OCCULT BLOOD TEST (FECAL):1.000 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.441 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.327 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.279 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.249 Maternal Maternal Lab History: VLDL-postPregnancy:-0.200 Maternal Vital: PL-otherPregnancy:-0.200 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.188 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.173 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.164 Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.293 [0.038 2.259] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs55:Fluid/elc dx:1.000 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.216 Maternal Maternal Procedure History:97110-postPregnancy:0.194 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.180 Maternal Maternal Procedure History:97001-postPregnancy:0.174 Maternal Maternal Procedure History:96372-postPregnancy:0.168 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.140 Newborn Diagnosis:9ccs213:Cardiac anom:0.136 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:-0.132 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.132 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 32 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.490 Correlated most with: Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.353 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.290 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.266 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.255 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.246 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.204 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.202 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.191 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.183 Maternal Maternal Lab History: MAGNESIUM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.883 [0.187 4.178] | indivs AUC:0.486 Correlated most with: Maternal Maternal Lab History: MAGNESIUM-postPregnancy:1.000 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.340 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.335 Maternal Maternal Lab History: LDH-postPregnancy:0.333 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.297 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.290 Maternal Maternal Lab History: CALCIUM-postPregnancy:-0.274 Maternal Maternal Lab History: TEST NAME-postPregnancy:-0.272 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.262 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.249 Maternal Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs163:Other GU dx:1.000 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.250 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.180 Maternal Diagnosis:9ccs238:Complic proc:0.132 Diagnosis:9ccs243:Poisn nonmed:0.119 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.099 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:0.098 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.094 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.086 Maternal Diagnosis:9ccs60:Acut p-h anm:0.083 Maternal Maternal Lab History: FERRITIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: FERRITIN-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.465 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.451 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.422 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.364 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.327 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.243 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.220 Maternal Maternal Procedure History:81025-otherPregnancy:0.215 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.214 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:-0.376 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.359 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:-0.156 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:-0.122 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.102 Maternal Maternal Procedure History:59430-postPregnancy:-0.091 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:0.090 Maternal Maternal Lab History: IRON-postPregnancy:0.086 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:-0.085 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 34 | OR_unadj: 1.419 [0.443 4.549] | indivs AUC:0.511 Correlated most with: Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:1.000 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.451 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.341 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.330 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.232 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:-0.226 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.206 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.186 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.185 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.181 Maternal Maternal Lab History: PTT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.251 [0.033 1.912] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: PTT-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.185 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.182 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.176 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.157 Maternal Maternal Lab History: PH-postPregnancy:-0.156 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.153 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.149 Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.149 Maternal Maternal Lab History: FERRITIN-postPregnancy:-0.148 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 3.556 [0.715 17.690] | indivs AUC:0.510 Correlated most with: Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.421 Maternal Maternal Procedure History:90472-postPregnancy:0.360 Maternal Maternal Procedure History:90746-postPregnancy:0.328 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.251 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.248 Maternal Maternal Lab History: ALT-postPregnancy:0.194 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:-0.188 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.138 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.132 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:1.000 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.233 Maternal Maternal Lab History: RDW-otherPregnancy:0.159 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.159 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.102 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.100 Maternal Maternal Procedure History:99401-otherPregnancy:0.099 Maternal Maternal Lab History: CALCIUM-otherPregnancy:-0.099 Maternal Maternal Lab History: MCH-postPregnancy:-0.095 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:0.094 Maternal Maternal Lab History: INR-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 0.883 [0.187 4.178] | indivs AUC:0.501 Correlated most with: Maternal Maternal Lab History: INR-postPregnancy:1.000 Maternal Maternal Lab History: PT-postPregnancy:0.675 Maternal Maternal Lab History: PATIENT-postPregnancy:0.367 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.255 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.250 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.240 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.218 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.218 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.216 Maternal Maternal Lab History: SODIUM-postPregnancy:0.214 Maternal Maternal Procedure History:J7302-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:J7302-postPregnancy:1.000 Maternal Maternal Lab History: UIBC-postPregnancy:0.443 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.155 Maternal Maternal Procedure History:58300-postPregnancy:0.148 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.130 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.126 Maternal Maternal Lab History: MONOS-postPregnancy:-0.120 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.102 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.094 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:-0.086 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.489 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.465 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.251 Maternal Maternal Lab History: MONOS-postPregnancy:0.223 Maternal Maternal Lab History: PTT-postPregnancy:-0.185 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:-0.181 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.171 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.155 Maternal Maternal Lab History: INR-postPregnancy:-0.142 Maternal Maternal Procedure History:87880-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.496 Correlated most with: Maternal Maternal Procedure History:87880-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.389 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.308 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.296 Maternal Vital: SpO2-postPregnancy:-0.282 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.267 Maternal Maternal Lab History: GLOBULIN-postPregnancy:0.264 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.263 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.260 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.255 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:1.000 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.959 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.627 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.627 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.565 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.453 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.407 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.395 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.380 Maternal Maternal Procedure History:87880-postPregnancy:0.296 Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs216:Nerv cong an:1.000 Diagnosis:9ccs95:Oth nerv dx:0.156 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.146 Maternal Maternal Lab History: APTT-postPregnancy:0.116 Diagnosis:9ccs83:Epilepsy/cnv:0.115 Diagnosis:9ccs59:Anemia:0.108 Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.103 Diagnosis:9ccs62:Coag/hemr dx:0.097 Maternal Maternal Procedure History:90746-postPregnancy:-0.096 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.091 Maternal Maternal Lab History: FERRITIN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: FERRITIN-otherPregnancy:1.000 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.416 Maternal Maternal Lab History: IRON-postPregnancy:0.385 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.383 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.372 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.359 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.317 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.308 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.299 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.267 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: 1.180 [0.237 5.868] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.374 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.364 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.317 Maternal Maternal Lab History: WEIGHT-otherPregnancy:-0.222 Maternal Maternal Procedure History:93005-otherPregnancy:-0.196 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.186 Maternal Maternal Procedure History:81000-otherPregnancy:0.177 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.172 Lab:297275 STREP RAPID TEST (POCT):0.168 Maternal Vital: Wt Percentile-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Vital: Wt Percentile-otherPregnancy:1.000 Maternal Vital: Wt Percentile-postPregnancy:0.686 Maternal Vital: Ht Percentile-otherPregnancy:0.659 Maternal Vital: BMI Percentile-otherPregnancy:0.635 Maternal Vital: Ht Percentile-postPregnancy:0.508 Maternal Vital: BMI Percentile-postPregnancy:0.491 Maternal Vital: Wt-otherPregnancy:0.189 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.167 Maternal Maternal Lab History: RDW-otherPregnancy:0.163 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.162 Maternal Vital: SpO2-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.504 [0.062 4.108] | indivs AUC:0.506 Correlated most with: Maternal Vital: SpO2-postPregnancy:1.000 Maternal Maternal Procedure History:87880-postPregnancy:-0.282 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.244 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:-0.240 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.237 Maternal Maternal Procedure History:85018-postPregnancy:-0.197 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:0.175 Maternal Maternal Procedure History:90471-postPregnancy:-0.161 Maternal Maternal Procedure History:81025-postPregnancy:-0.141 Maternal Vital: Wt Percentile-otherPregnancy:-0.122 Maternal Maternal Lab History: 3 HOUR-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: 3 HOUR-postPregnancy:1.000 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.514 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.399 Maternal Maternal Procedure History:93005-otherPregnancy:-0.320 Maternal Maternal Procedure History:93005-postPregnancy:-0.253 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.244 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:-0.235 Maternal Vital: BMI-postPregnancy:-0.222 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.205 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.202 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: nan [ nan nan] | indivs AUC:0.507 Correlated most with: Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.777 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.567 Maternal Maternal Procedure History:90472-postPregnancy:0.456 Maternal Vital: RR-otherPregnancy:0.450 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.395 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.288 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.279 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.261 Maternal Maternal Lab History: PH-otherPregnancy:-0.241 Maternal Maternal Procedure History:90772-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.504 Correlated most with: Maternal Maternal Procedure History:90772-postPregnancy:1.000 Maternal Maternal Procedure History:J1055-postPregnancy:0.651 Maternal Maternal Lab History: PATIENT-postPregnancy:0.176 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.172 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.165 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.159 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:-0.153 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.139 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.120 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.117 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:1.000 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.605 Maternal Maternal Lab History: FREE T3-postPregnancy:-0.409 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.281 Maternal Diagnosis:9ccs48:Thyroid dsor:0.274 Maternal Maternal Lab History: HCG-otherPregnancy:-0.238 Newborn Diagnosis:9ccs213:Cardiac anom:0.235 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.233 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.229 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.225 Maternal Maternal Lab History: eGFR-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: eGFR-postPregnancy:1.000 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.244 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.241 Maternal Maternal Lab History: TOXOPLASMA IGG-postPregnancy:-0.213 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.179 Maternal Maternal Lab History: WEIGHT-otherPregnancy:-0.177 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:-0.166 Maternal Maternal Lab History: ESTRIOL-postPregnancy:-0.163 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:-0.152 Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:0.150 Diagnosis:9ccs246:FUO | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs246:FUO:1.000 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.195 Maternal Vital: Temp-otherPregnancy:-0.176 Diagnosis:9ccs2:Septicemia:0.166 Diagnosis:9ccs3:Oth bact inf:0.131 Diagnosis:9ccs239:Superfic inj:0.093 Diagnosis:9ccs240:Burns:0.092 Maternal Diagnosis:9ccs106:Dysrhythmia:0.092 Maternal Maternal Procedure History:86580-otherPregnancy:0.091 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:-0.089 Maternal Maternal Lab History: PT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: PT-postPregnancy:1.000 Maternal Maternal Lab History: INR-postPregnancy:0.675 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:-0.191 Maternal Maternal Procedure History:90472-postPregnancy:0.189 Maternal Maternal Lab History: SODIUM-postPregnancy:0.189 Maternal Maternal Lab History: PO2-postPregnancy:0.187 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.168 Maternal Maternal Lab History: FREE T3-postPregnancy:0.158 Maternal Maternal Lab History: CREATININE-postPregnancy:0.151 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.139 Maternal Maternal Lab History: NT MoM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: NT MoM-otherPregnancy:1.000 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.869 Maternal Maternal Lab History: HCG-otherPregnancy:0.864 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.790 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.696 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.688 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.656 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.603 Maternal Maternal Lab History: INHMOM-postPregnancy:0.553 Maternal Maternal Lab History: NT MoM-postPregnancy:0.446 Lab:294205 TSH REFLEX TO FT4 - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.506 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:1.000 Lab:294147 FREE T4 - LMC:-0.386 Maternal Maternal Lab History: 2 HOUR-postPregnancy:-0.188 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.167 Maternal Diagnosis:9ccs61:Sickle cell:0.126 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.096 Maternal Diagnosis:9ccs49:DiabMel no c:0.092 Maternal Diagnosis:9ccs188:Pelvic obstr:-0.091 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.089 Diagnosis:9ccs165:Inf male gen:0.089 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:1.000 Maternal Maternal Lab History: HCG-otherPregnancy:0.885 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.788 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.756 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.746 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.746 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.730 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.696 Maternal Maternal Lab History: INHMOM-postPregnancy:0.548 Maternal Maternal Lab History: HCG-postPregnancy:0.413 Maternal Maternal Lab History: PTT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: PTT-otherPregnancy:1.000 Maternal Maternal Lab History: INR-otherPregnancy:0.446 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.293 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:-0.245 Maternal Maternal Lab History: AST-otherPregnancy:-0.228 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.223 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.220 Maternal Maternal Lab History: LDH-otherPregnancy:-0.208 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.197 Diagnosis:9ccs147:Anal/rectal:0.193 Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.313 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.228 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.209 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.194 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.176 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.173 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.152 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.151 Maternal Maternal Lab History: eGFR-postPregnancy:0.150 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 1.180 [0.237 5.868] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:1.000 Maternal Maternal Procedure History:97110-postPregnancy:0.463 Maternal Maternal Procedure History:97001-postPregnancy:0.414 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.278 Maternal Maternal Procedure History:90656-postPregnancy:0.229 Diagnosis:9ccs55:Fluid/elc dx:0.216 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.205 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.201 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.200 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:0.196 Maternal Maternal Lab History: TP PERIOD-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: TP PERIOD-otherPregnancy:1.000 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.956 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.902 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.658 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.626 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.338 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.248 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.226 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.203 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:-0.197 Maternal Maternal Lab History: PT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: PT-otherPregnancy:1.000 Maternal Maternal Lab History: INR-otherPregnancy:0.707 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.442 Maternal Maternal Lab History: AST-otherPregnancy:0.331 Maternal Maternal Lab History: CALCIUM-otherPregnancy:-0.230 Maternal Maternal Lab History: PH-otherPregnancy:0.213 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.206 Maternal Maternal Lab History: AFP-postPregnancy:0.168 Maternal Vital: HR-otherPregnancy:-0.161 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.158 Maternal Maternal Lab History: HERPES II IgG-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: HERPES II IgG-postPregnancy:1.000 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:0.592 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.581 Maternal Maternal Lab History: TOXOPLASMA IGG-postPregnancy:-0.248 Maternal Maternal Lab History: MONOS-postPregnancy:0.171 Newborn Diagnosis:9ccs221:Resp distres:0.168 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.155 Maternal Diagnosis:9ccs187:Malposition:0.123 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.123 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:-0.111 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.410 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.318 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.281 Maternal Maternal Procedure History:90801-postPregnancy:0.266 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.246 Maternal Maternal Lab History: PATIENT-postPregnancy:0.246 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.243 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.241 Maternal Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:0.216 Maternal Maternal Procedure History:90746-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.488 Correlated most with: Maternal Maternal Procedure History:90746-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.451 Maternal Maternal Lab History: PATIENT-postPregnancy:0.437 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.411 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.410 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.338 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.328 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.298 Maternal Maternal Procedure History:90472-postPregnancy:0.298 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:-0.295 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.562 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.452 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.291 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.279 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.225 Maternal Vital: RR-otherPregnancy:-0.216 Maternal Diagnosis:9ccs48:Thyroid dsor:0.189 Maternal Maternal Procedure History:90656-postPregnancy:0.182 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.175 Vital: HC Percentile-gain1to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.157 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.145 Diagnosis:9ccs76:Meningitis:0.097 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.072 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.065 Maternal Diagnosis:9ccs59:Anemia:0.054 Diagnosis:9ccs259:Unclassified:-0.053 Diagnosis:9ccs137:Mouth dx:0.053 Maternal Maternal Procedure History:86580-otherPregnancy:-0.050 Diagnosis:9ccs4:Mycoses:0.050 Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs163:Other GU dx:1.000 Diagnosis:9ccs159:UTI:0.164 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.147 Newborn Diagnosis:9ccs217:Ot cong anom:0.147 Maternal Maternal Procedure History:96372-postPregnancy:0.144 Diagnosis:9ccs161:Ot dx kidney:0.124 Maternal Vital: Wt Change-otherPregnancy:-0.124 Newborn Diagnosis:9ccs215:gu cong anom:0.110 Maternal Diagnosis:9ccs211:Ot conn tiss:0.104 Diagnosis:9ccs2:Septicemia:0.104 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: 0.706 [0.154 3.235] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:1.000 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:-0.335 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.264 Maternal Maternal Lab History: eGFR-postPregnancy:0.244 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.195 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.186 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:-0.163 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.158 Maternal Maternal Lab History: GAMMA GT-postPregnancy:-0.157 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.143 Diagnosis:9ccs242:Poisn ot med | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs242:Poisn ot med:1.000 Maternal Maternal Procedure History:90801-postPregnancy:0.290 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.231 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.218 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.194 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.173 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.155 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.153 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.151 Maternal Maternal Lab History: FREE T3-postPregnancy:0.147 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.505 Correlated most with: Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.327 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.290 Maternal Maternal Procedure History:93005-otherPregnancy:0.233 Diagnosis:9ccs3:Oth bact inf:0.222 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.217 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.198 Maternal Vital: BMI Percentile-otherPregnancy:0.193 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.188 Maternal Maternal Procedure History:93005-postPregnancy:0.184 Diagnosis:9ccs64:Ot hematl dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs64:Ot hematl dx:1.000 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.258 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.220 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.214 Diagnosis:9ccs2603:E Codes: Fall:0.128 Diagnosis:10ccs58:Ot nutrit dx:0.123 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.115 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.101 Maternal Maternal Lab History: MONOS-otherPregnancy:0.101 Maternal Diagnosis:9ccs7:Viral infect:0.093 Maternal Diagnosis:9ccs74:Ot mentl cnd | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Diagnosis:9ccs74:Ot mentl cnd:1.000 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.138 Maternal Diagnosis:9ccs5:HIV infectn:0.130 Maternal Diagnosis:9ccs7:Viral infect:0.130 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.119 Maternal Diagnosis:9ccs48:Thyroid dsor:0.110 Maternal Diagnosis:9ccs181:Ot preg comp:0.108 Maternal Vital: Wt Change-otherPregnancy:0.101 Diagnosis:9ccs55:Fluid/elc dx:0.100 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.084 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.455 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.428 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.355 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.229 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:-0.171 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.163 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:-0.144 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.142 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.141 Maternal Diagnosis:9ccs238:Complic proc | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.774 [0.442 7.127] | indivs AUC:0.510 Correlated most with: Maternal Diagnosis:9ccs238:Complic proc:1.000 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.745 Maternal Diagnosis:9ccs106:Dysrhythmia:0.139 Maternal Diagnosis:9ccs163:Other GU dx:0.132 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.107 Maternal Diagnosis:9ccs46:Bnign ut neo:0.101 Diagnosis:9ccs3:Oth bact inf:0.095 MatDeliveryAge:0.083 Maternal Diagnosis:9ccs60:Acut p-h anm:0.065 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:-0.060 Maternal Maternal Lab History: GFR in African American-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: GFR in African American-otherPregnancy:1.000 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.623 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.448 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.421 Maternal Maternal Procedure History:81025-otherPregnancy:0.392 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.390 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.353 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.311 Maternal Maternal Lab History: A/G-otherPregnancy:-0.297 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 3.556 [0.715 17.690] | indivs AUC:0.506 Correlated most with: Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.294 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.279 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.238 Maternal Maternal Procedure History:76830-postPregnancy:-0.148 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.138 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:-0.138 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.137 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.130 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.128 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:1.000 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.577 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.535 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.438 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.418 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.351 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.349 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.264 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.238 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.221 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:0.487 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.257 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.253 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.230 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.223 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.196 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.169 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:-0.162 Maternal Maternal Lab History: WBC-otherPregnancy:0.162 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:1.000 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.956 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.923 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.629 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.599 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.397 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:-0.352 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.327 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.266 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.216 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:1.000 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.606 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.472 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.433 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.413 Maternal Maternal Lab History: A/G-otherPregnancy:0.374 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.330 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.322 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.287 Maternal Maternal Lab History: PH-otherPregnancy:-0.250 Maternal Maternal Lab History: HCG-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: HCG-otherPregnancy:1.000 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.885 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.864 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.807 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.760 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.713 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.709 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.693 Maternal Maternal Lab History: INHMOM-postPregnancy:0.600 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.539 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.751 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.411 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.297 Maternal Maternal Procedure History:36415-postPregnancy:0.240 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:0.230 Maternal Maternal Lab History: LDL-postPregnancy:0.215 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.211 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.195 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.193 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:1.000 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.428 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:0.338 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.316 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.233 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.228 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.204 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.165 Maternal Maternal Lab History: POLYS-otherPregnancy:0.165 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:-0.147 Maternal Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs211:Ot conn tiss:1.000 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.351 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.242 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.237 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.223 Maternal Maternal Procedure History:90656-postPregnancy:0.211 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.198 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.174 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:-0.170 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:-0.160 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.962 Maternal Maternal Lab History: ALT-otherPregnancy:0.411 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.397 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.388 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.374 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.324 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.265 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:-0.248 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.185 Maternal Maternal Procedure History:93005-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.506 Correlated most with: Maternal Maternal Procedure History:93005-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.641 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.497 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.458 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.448 Maternal Maternal Procedure History:93005-postPregnancy:0.407 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.391 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.320 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.319 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.296 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.441 [0.055 3.534] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.649 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.500 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.452 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.326 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.269 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.254 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.251 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.243 Maternal Maternal Procedure History:76830-postPregnancy:0.209 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:1.000 Maternal Maternal Lab History: APTT-postPregnancy:0.518 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.409 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.407 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.351 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.333 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.332 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.290 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:-0.261 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:-0.246 Maternal Maternal Lab History: MONOCYTE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: MONOCYTE-otherPregnancy:1.000 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.697 Maternal Maternal Lab History: BASOPHIL-otherPregnancy:0.294 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.275 Maternal Maternal Lab History: FERRITIN-otherPregnancy:0.267 Maternal Vital: BMI Percentile-otherPregnancy:0.241 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.185 Maternal Vital: Ht Percentile-otherPregnancy:-0.173 Diagnosis:9ccs240:Burns:0.167 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.162 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:1.000 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.923 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.902 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.594 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.565 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.324 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.299 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:-0.282 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.204 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:-0.195 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:1.000 Maternal Maternal Lab History: PAPP-A-otherPregnancy:-0.660 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.660 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.499 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.453 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.411 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.307 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.248 Maternal Vital: BP-otherPregnancy:0.246 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.203 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.628 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.623 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.411 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.388 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.331 Maternal Maternal Procedure History:93005-postPregnancy:-0.262 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.236 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.234 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.217 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.962 Maternal Maternal Lab History: ALT-otherPregnancy:0.415 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.352 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.338 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.317 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.291 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.282 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:-0.197 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.191 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:1.000 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.746 Maternal Maternal Lab History: HCG-otherPregnancy:0.693 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.656 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.622 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.424 Maternal Maternal Lab History: FERRITIN-otherPregnancy:0.416 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.362 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.351 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.349 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:0.487 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:-0.482 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.271 Maternal Vital: BMI Percentile-otherPregnancy:0.253 Maternal Maternal Lab History: WBC-otherPregnancy:0.234 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.204 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.189 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:-0.186 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.168 Maternal Maternal Procedure History:97110-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:97110-postPregnancy:1.000 Maternal Maternal Procedure History:97001-postPregnancy:0.849 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.463 Maternal Maternal Procedure History:97014-postPregnancy:0.373 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.263 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.248 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.233 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.232 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.228 Maternal Maternal Procedure History:90656-postPregnancy:0.202 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:1.000 Maternal Maternal Procedure History:90801-postPregnancy:0.627 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.439 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.438 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.424 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.422 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.304 Maternal Maternal Lab History: UIBC-postPregnancy:-0.301 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.265 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:-0.247 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:1.000 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.690 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.627 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.355 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.294 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.288 Maternal Maternal Lab History: LDL-otherPregnancy:0.281 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.272 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.270 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.269 Maternal Vital: RR-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Vital: RR-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.462 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.450 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.317 Maternal Maternal Procedure History:90472-postPregnancy:0.271 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.237 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:-0.216 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:-0.201 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.181 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.178 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.490 Correlated most with: Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:1.000 Maternal Vital: Ht Percentile-otherPregnancy:0.333 Maternal Vital: Ht Percentile-postPregnancy:0.261 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:-0.261 Maternal Maternal Procedure History:S9470-otherPregnancy:0.244 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:-0.231 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:-0.211 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.211 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:-0.204 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:-0.203 Maternal Maternal Procedure History:S9470-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.507 Correlated most with: Maternal Maternal Procedure History:S9470-postPregnancy:1.000 Maternal Maternal Procedure History:S9470-otherPregnancy:0.430 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.387 Newborn Diagnosis:9ccs95:Oth nerv dx:0.205 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.183 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.181 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.170 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.154 Maternal Maternal Lab History: APTT-postPregnancy:-0.145 Maternal Maternal Lab History: BUN-postPregnancy:-0.139 Maternal Maternal Lab History: GFR Calculation-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: GFR Calculation-otherPregnancy:1.000 Maternal Maternal Lab History: GFR in African American-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.623 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.447 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.421 Maternal Maternal Procedure History:81025-otherPregnancy:0.392 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.390 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.352 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.311 Maternal Maternal Lab History: A/G-otherPregnancy:-0.297 Maternal Maternal Lab History: eGFR-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: eGFR-otherPregnancy:1.000 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.262 Maternal Maternal Lab History: LDH-otherPregnancy:0.251 Maternal Maternal Lab History: RUBELLA-otherPregnancy:-0.170 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:-0.154 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.154 Maternal Maternal Procedure History:85018-postPregnancy:-0.143 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.132 Maternal Maternal Procedure History:90656-otherPregnancy:0.116 Maternal Maternal Procedure History:99401-otherPregnancy:-0.105 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:1.000 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.421 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.421 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.397 Maternal Maternal Lab History: A/G-otherPregnancy:0.383 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.357 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.322 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.317 Maternal Maternal Procedure History:81025-otherPregnancy:-0.266 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.249 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.421 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.338 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.291 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.233 Maternal Maternal Lab History: UIBC-postPregnancy:0.171 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.168 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.158 Maternal Diagnosis:9ccs48:Thyroid dsor:0.141 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.140 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:-0.379 Maternal Maternal Lab History: MONOS-otherPregnancy:0.366 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.334 Maternal Maternal Procedure History:97001-postPregnancy:-0.329 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.326 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.288 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.239 Diagnosis:9ccs64:Ot hematl dx:0.220 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.198 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:1.000 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.295 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:-0.240 Maternal Maternal Procedure History:90471-otherPregnancy:0.201 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.193 Maternal Maternal Lab History: TOXOPLASMA IGG-postPregnancy:0.170 Maternal Maternal Lab History: MPV-otherPregnancy:0.159 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:0.133 Maternal Maternal Lab History: eGFR-postPregnancy:-0.116 Maternal Vital: PL-otherPregnancy:-0.114 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.706 [0.154 3.235] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:1.000 Maternal Maternal Lab History: FREE T3-postPregnancy:-0.270 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.215 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.194 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.171 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:-0.163 Maternal Maternal Lab History: eGFR-postPregnancy:-0.152 Maternal Maternal Lab History: SODIUM-postPregnancy:-0.149 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.149 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.142 Newborn Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs253:Allergy:1.000 Diagnosis:9ccs219:Low birth wt:0.271 Newborn Diagnosis:9ccs256:Exam/eval:0.218 Newborn Diagnosis:9ccs219:Low birth wt:0.213 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.202 Newborn Diagnosis:9ccs222:Perint jaund:0.185 Maternal Diagnosis:9ccs184:Early labor:0.168 Diagnosis:9ccs117:Ot circul dx:0.164 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.148 Newborn Diagnosis:9ccs95:Oth nerv dx:0.130 Vital: HC Percentile-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2603:E Codes: Fall:-0.097 Diagnosis:9ccs0:No DX:-0.086 Diagnosis:9ccs136:Teeth dx:-0.072 Diagnosis:9ccs94:Other ear dx:-0.064 Diagnosis:9ccs134:Ot uppr resp:-0.064 Diagnosis:9ccs197:Skin infectn:-0.061 Lab:306617 OCCULT BLOOD TEST (FECAL):0.058 Diagnosis:9ccs76:Meningitis:-0.054 Diagnosis:9ccs153:GI hemorrhag:0.054 Diagnosis:9ccs256:Exam/eval:-0.048 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:1.000 Maternal Diagnosis:9ccs238:Complic proc:0.745 Maternal Diagnosis:9ccs106:Dysrhythmia:0.191 Maternal Diagnosis:9ccs163:Other GU dx:0.180 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.146 Maternal Diagnosis:9ccs46:Bnign ut neo:0.138 Maternal Diagnosis:9ccs60:Acut p-h anm:0.092 Maternal Diagnosis:9ccs10:Immuniz/scrn:0.087 Diagnosis:9ccs123:Influenza:0.077 Maternal Diagnosis:9ccs181:Ot preg comp:0.067 Vital: HC Percentile-gain5to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500 Correlated most with: Maternal Vital: RR-otherPregnancy:-0.230 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.210 Maternal Maternal Procedure History:93005-otherPregnancy:-0.194 Maternal Maternal Lab History: WEIGHT-otherPregnancy:-0.167 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.159 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.146 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.140 Diagnosis:9ccs216:Nerv cong an:0.125 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.117 Diagnosis:9ccs48:Thyroid dsor:0.116 Maternal Vital: Wt Percentile-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Vital: Wt Percentile-postPregnancy:1.000 Maternal Vital: Wt Percentile-otherPregnancy:0.686 Maternal Vital: Ht Percentile-postPregnancy:0.502 Maternal Vital: Ht Percentile-otherPregnancy:0.501 Maternal Vital: BMI Percentile-otherPregnancy:0.430 Maternal Vital: BMI Percentile-postPregnancy:0.423 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.250 Maternal Vital: Wt-otherPregnancy:0.199 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.192 Maternal Maternal Procedure History:87880-postPregnancy:0.179 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:1.000 Maternal Maternal Lab History: TEST NAME-postPregnancy:-0.396 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:0.367 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:-0.326 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.273 Maternal Maternal Lab History: PATIENT-postPregnancy:-0.266 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.241 Maternal Maternal Lab History: UIBC-postPregnancy:-0.216 Maternal Maternal Procedure History:90471-postPregnancy:0.210 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:-0.182 Maternal Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs0:No DX:1.000 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.173 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.127 Maternal Diagnosis:9ccs196:Nml preg/del:-0.119 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.111 Maternal Maternal Procedure History:J7300-postPregnancy:-0.109 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.106 Maternal Maternal Lab History: AFP-postPregnancy:0.103 Maternal Maternal Lab History: RUBELLA-postPregnancy:0.089 Diagnosis:9ccs153:GI hemorrhag:0.083 Maternal Maternal Lab History: TP VOLUME-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.512 Correlated most with: Maternal Maternal Lab History: TP VOLUME-otherPregnancy:1.000 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.520 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.417 Maternal Maternal Lab History: LDL-otherPregnancy:0.396 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.394 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.388 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:-0.338 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.326 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.266 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.223 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.407 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.363 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.353 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.352 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.332 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.329 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.309 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.309 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.229 Maternal Maternal Lab History: INR-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: INR-otherPregnancy:1.000 Maternal Maternal Lab History: PT-otherPregnancy:0.707 Maternal Maternal Lab History: PTT-otherPregnancy:0.446 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.334 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.278 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.209 Diagnosis:9ccs147:Anal/rectal:0.183 Maternal Maternal Lab History: AST-otherPregnancy:0.172 Maternal Maternal Procedure History:J7300-postPregnancy:-0.163 Maternal Vital: PL-otherPregnancy:-0.157 Maternal Maternal Lab History: COLONY COUNT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: COLONY COUNT-postPregnancy:1.000 Maternal Diagnosis:9ccs7:Viral infect:0.330 Diagnosis:9ccs64:Ot hematl dx:0.214 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.208 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:-0.206 Maternal Vital: Wt Change-postPregnancy:-0.199 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.174 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:-0.173 Maternal Diagnosis:9ccs128:Asthma:0.166 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:-0.163 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.488 Correlated most with: Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:1.000 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.422 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.363 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.352 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.312 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.240 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.239 Maternal Maternal Procedure History:81025-otherPregnancy:0.228 Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.208 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:-0.207 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:1.000 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.835 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.279 Maternal Vital: Wt Change-postPregnancy:0.246 Maternal Maternal Lab History: ANION GAP-postPregnancy:0.166 Maternal Vital: BP-otherPregnancy:0.146 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.120 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.105 Maternal Maternal Procedure History:81000-otherPregnancy:-0.102 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.100 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:1.000 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.145 Maternal Vital: PL-postPregnancy:0.138 Maternal Vital: PL-otherPregnancy:0.115 Maternal Maternal Lab History: A/G-postPregnancy:-0.114 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:-0.098 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.095 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.093 Maternal Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:-0.093 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.091 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:1.000 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.869 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.696 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.660 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.622 Maternal Maternal Lab History: HCG-otherPregnancy:0.539 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.535 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.505 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.390 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.366 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:1.000 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.241 Maternal Vital: HR-otherPregnancy:0.191 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.175 Maternal Vital: RR-otherPregnancy:-0.143 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.141 Maternal Diagnosis:9ccs188:Pelvic obstr:0.138 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.110 Newborn Diagnosis:9ccs259:Unclassified:0.108 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:-0.107 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.495 Correlated most with: Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.594 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.497 Maternal Maternal Lab History: PATIENT-postPregnancy:0.488 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.431 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.425 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.348 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.343 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.307 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.289 Vital: HC Percentile-gain3to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.500 Correlated most with: Maternal Vital: RR-otherPregnancy:0.301 Maternal Maternal Lab History: AFP-otherPregnancy:0.106 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.104 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.103 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.098 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.097 Maternal Maternal Procedure History:86703-postPregnancy:0.097 Diagnosis:9ccs2603:E Codes: Fall:-0.093 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.092 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.085 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.513 Correlated most with: Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:1.000 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.351 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.259 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.227 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.221 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.220 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.199 Diagnosis:9ccs75:Hx mental dx:0.176 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.173 Maternal Maternal Procedure History:90471-postPregnancy:0.164 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.772 [0.323 9.712] | indivs AUC:0.516 Correlated most with: Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:1.000 Maternal Maternal Procedure History:45300-postPregnancy:0.612 Newborn Diagnosis:9ccs95:Oth nerv dx:0.392 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.198 Maternal Vital: Wt Change-postPregnancy:0.189 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:-0.152 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.148 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.135 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:-0.134 Maternal Diagnosis:9ccs59:Anemia:0.123 Maternal Maternal Lab History: AMYLASE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: AMYLASE-postPregnancy:1.000 Maternal Maternal Lab History: LIPASE-postPregnancy:0.845 Maternal Maternal Lab History: URINE KETONES-postPregnancy:-0.326 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:0.300 Diagnosis:9ccs2:Septicemia:-0.279 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.254 Maternal Diagnosis:9ccs196:Nml preg/del:0.223 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.222 Maternal Maternal Lab History: MCH-otherPregnancy:-0.172 Maternal Maternal Lab History: IRON-postPregnancy:-0.153 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: nan [ nan nan] | indivs AUC:0.490 Correlated most with: Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.243 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.209 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.209 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.192 Maternal Maternal Procedure History:97014-postPregnancy:0.181 Maternal Maternal Lab History: INHMOM-postPregnancy:0.175 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.172 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.170 Maternal Maternal Procedure History:90656-postPregnancy:0.165 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.010 [0.209 4.884] | indivs AUC:0.512 Correlated most with: Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:1.000 Maternal Maternal Procedure History:93005-otherPregnancy:-0.221 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.206 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.200 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.197 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:-0.190 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.190 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.188 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.178 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.176 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.471 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.356 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.331 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.326 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.308 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.294 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.276 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.266 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.260 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.514 Correlated most with: Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.276 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.272 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.259 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.254 Maternal Maternal Lab History: POLYS-otherPregnancy:0.227 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:-0.226 Maternal Maternal Lab History: MONOS-otherPregnancy:-0.224 Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.222 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:-0.205 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:-0.275 Diagnosis:9ccs64:Ot hematl dx:0.258 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:-0.240 Diagnosis:10ccs58:Ot nutrit dx:0.219 Diagnosis:9ccs211:Ot conn tiss:0.208 Diagnosis:9ccs2603:E Codes: Fall:0.156 Diagnosis:9ccs258:Other screen:0.154 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:-0.152 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:-0.150 Maternal Maternal Lab History: 1 HOUR-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 3.556 [0.715 17.690] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: 1 HOUR-postPregnancy:1.000 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.636 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.475 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.398 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.337 Maternal Maternal Procedure History:93005-otherPregnancy:0.319 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.313 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.265 Maternal Maternal Procedure History:93005-postPregnancy:0.252 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.244 Diagnosis:9ccs75:Hx mental dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs75:Hx mental dx:1.000 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.176 Maternal Maternal Lab History: ALT-otherPregnancy:0.132 Diagnosis:9ccs113:Late eff CVD:0.127 Maternal Maternal Procedure History:96372-postPregnancy:0.111 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:-0.095 Maternal Maternal Procedure History:97110-postPregnancy:-0.089 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.085 Maternal Maternal Procedure History:76830-postPregnancy:0.085 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.084 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:1.000 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.555 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.418 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.398 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:-0.378 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.301 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.244 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.230 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.230 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:-0.227 Maternal Maternal Lab History: URIC ACID-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.441 [0.055 3.534] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: URIC ACID-postPregnancy:1.000 Maternal Maternal Lab History: LDH-postPregnancy:0.404 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:0.340 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:-0.205 Maternal Maternal Lab History: LDL-postPregnancy:-0.197 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.191 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.182 Maternal Maternal Lab History: INR-postPregnancy:-0.177 Maternal Maternal Lab History: CALCIUM-postPregnancy:-0.166 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.156 Maternal Maternal Lab History: URINE CULTURE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: URINE CULTURE-postPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.358 Maternal Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.266 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.239 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.213 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.207 Maternal Maternal Lab History: POLYS-postPregnancy:-0.203 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:-0.200 Diagnosis:9ccs219:Low birth wt:0.186 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.165 Maternal Maternal Lab History: LIPASE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: LIPASE-postPregnancy:1.000 Maternal Maternal Lab History: AMYLASE-postPregnancy:0.845 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:0.365 Maternal Maternal Lab History: URINE KETONES-postPregnancy:-0.322 Diagnosis:9ccs2:Septicemia:-0.293 Maternal Maternal Lab History: IRON-postPregnancy:-0.266 Maternal Diagnosis:9ccs196:Nml preg/del:0.234 Maternal Maternal Lab History: MCH-otherPregnancy:-0.205 Maternal Maternal Lab History: MCV-otherPregnancy:-0.184 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:-0.180 Vital: HC Percentile-avg10to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: A/G-postPregnancy:-0.252 Maternal Maternal Procedure History:90656-postPregnancy:-0.208 Maternal Maternal Lab History: GLOBULIN-postPregnancy:0.185 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.176 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.148 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.142 Maternal Maternal Procedure History:99000-postPregnancy:-0.130 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:-0.128 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:0.127 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.126 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.484 Correlated most with: Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.655 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.351 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.316 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.275 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.259 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.251 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.242 Maternal Maternal Lab History: FREE T3-postPregnancy:0.223 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.221 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:1.000 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.559 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.419 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.382 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.337 Maternal Maternal Lab History: LDH-postPregnancy:0.263 Maternal Maternal Lab History: LDL-otherPregnancy:-0.229 Maternal Vital: Wt-otherPregnancy:0.200 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:0.194 Maternal Vital: HR-otherPregnancy:0.193 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.594 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.394 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.198 Maternal Maternal Procedure History:45300-postPregnancy:0.195 Newborn Diagnosis:9ccs95:Oth nerv dx:0.190 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.180 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.168 Maternal Maternal Lab History: HCG-otherPregnancy:-0.157 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:-0.156 Maternal Maternal Procedure History:97001-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:97001-postPregnancy:1.000 Maternal Maternal Procedure History:97110-postPregnancy:0.849 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.414 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.394 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.329 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.315 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.208 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.207 Maternal Maternal Procedure History:90656-postPregnancy:0.199 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.187 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:-0.185 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.178 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.174 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.164 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.141 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:-0.129 Diagnosis:9ccs0:No DX:0.126 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.122 Maternal Diagnosis:9ccs187:Malposition:0.118 Vital: BP-latest | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.379 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.308 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.266 Diagnosis:9ccs123:Influenza:0.207 Maternal Maternal Procedure History:76830-postPregnancy:-0.200 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.192 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.188 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.187 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.186 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.182 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.438 Maternal Maternal Lab History: PATIENT-postPregnancy:-0.426 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.403 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.367 Maternal Maternal Lab History: TEST NAME-postPregnancy:-0.361 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.335 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:-0.291 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.282 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:-0.268 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.507 Correlated most with: Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:1.000 Maternal Maternal Lab History: PATIENT-postPregnancy:0.685 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.657 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.535 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.497 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.467 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.455 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.442 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.438 Maternal Maternal Procedure History:90746-postPregnancy:0.410 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.738 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.628 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.400 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.364 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.295 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.269 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.246 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.226 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.217 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:1.000 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.358 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.352 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.347 Maternal Maternal Lab History: AFP-otherPregnancy:0.299 Maternal Vital: Wt Change-otherPregnancy:-0.293 Maternal Maternal Procedure History:85018-postPregnancy:0.289 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.281 Maternal Maternal Procedure History:87880-postPregnancy:0.267 Maternal Vital: SpO2-postPregnancy:-0.244 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.506 Correlated most with: Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.653 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.619 Maternal Maternal Procedure History:93005-otherPregnancy:0.497 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.475 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.433 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.386 Maternal Maternal Procedure History:93005-postPregnancy:0.379 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.301 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.280 Maternal Maternal Lab History: LDH-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: LDH-otherPregnancy:1.000 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.598 Maternal Maternal Lab History: eGFR-otherPregnancy:0.251 Maternal Maternal Lab History: PTT-otherPregnancy:-0.208 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.201 Maternal Maternal Lab History: WBC-otherPregnancy:0.199 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:-0.198 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:0.188 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.162 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.124 Maternal Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs159:UTI:1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.194 Newborn Diagnosis:9ccs219:Low birth wt:0.167 Diagnosis:9ccs219:Low birth wt:0.158 Maternal Diagnosis:9ccs149:Biliary dx:0.131 Maternal Diagnosis:9ccs184:Early labor:0.117 Maternal Diagnosis:9ccs106:Dysrhythmia:0.092 Diagnosis:9ccs153:GI hemorrhag:0.092 Maternal Diagnosis:9ccs181:Ot preg comp:0.091 Newborn Diagnosis:9ccs256:Exam/eval:0.079 Maternal Vital: Ht Percentile-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Vital: Ht Percentile-postPregnancy:1.000 Maternal Vital: Ht Percentile-otherPregnancy:0.776 Maternal Vital: Wt Percentile-otherPregnancy:0.508 Maternal Vital: Wt Percentile-postPregnancy:0.502 Maternal Maternal Procedure History:S9470-otherPregnancy:0.275 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.265 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.262 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.261 Maternal Maternal Procedure History:87880-postPregnancy:0.247 Maternal Vital: BMI Percentile-otherPregnancy:0.236 Maternal Diagnosis:9ccs6:Hepatitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.504 Correlated most with: Maternal Diagnosis:9ccs6:Hepatitis:1.000 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.323 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.277 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.277 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.225 Maternal Maternal Procedure History:81025-otherPregnancy:0.204 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.202 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.176 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.152 Maternal Diagnosis:9ccs5:HIV infectn:0.130 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.506 Correlated most with: Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.619 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.616 Maternal Maternal Procedure History:93005-otherPregnancy:0.458 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.417 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.327 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.322 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.318 Maternal Maternal Procedure History:93005-postPregnancy:0.311 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.310 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.655 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.649 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.470 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.243 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.239 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.227 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.213 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.205 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.194 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.384 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.337 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.290 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.240 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.225 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.208 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:-0.206 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.197 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.185 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:0.212 Maternal Maternal Lab History: WBC-otherPregnancy:-0.165 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.165 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:-0.152 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.144 Maternal Vital: Ht-otherPregnancy:-0.137 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.137 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.135 Diagnosis:9ccs244:Other injury:0.131 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.508 Correlated most with: Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:1.000 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.563 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.543 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.539 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.473 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.390 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.304 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:-0.288 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:-0.286 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.260 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.506 Correlated most with: Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.653 Maternal Maternal Procedure History:93005-otherPregnancy:0.641 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.616 Maternal Maternal Procedure History:93005-postPregnancy:0.533 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.487 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.399 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.398 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.387 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.366 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.506 Correlated most with: Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:1.000 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.371 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.357 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.352 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.313 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.290 Maternal Maternal Lab History: VLDL-postPregnancy:0.288 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.280 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.273 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.265 Maternal Maternal Lab History: GLUCOSE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: GLUCOSE-otherPregnancy:1.000 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.308 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.279 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.278 Maternal Maternal Lab History: UIBC-postPregnancy:-0.264 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:-0.226 Maternal Vital: RR-postPregnancy:-0.201 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:-0.199 Maternal Vital: PL-otherPregnancy:0.186 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.173 Maternal Maternal Procedure History:45300-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:45300-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.612 Newborn Diagnosis:9ccs95:Oth nerv dx:0.388 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.195 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.180 Maternal Vital: Wt Change-postPregnancy:0.177 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.175 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.157 Maternal Diagnosis:9ccs59:Anemia:0.122 Diagnosis:9ccs234:Crush injury:0.106 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.482 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.200 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.196 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:-0.177 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.173 Maternal Maternal Lab History: IRON-postPregnancy:0.172 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.165 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.140 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:-0.140 Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:1.000 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.212 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.173 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.144 Newborn Diagnosis:9ccs215:gu cong anom:0.128 Maternal Vital: Ht-postPregnancy:-0.101 Diagnosis:9ccs215:gu cong anom:0.099 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.096 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:-0.088 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.086 Maternal Maternal Lab History: HERPES I IgG-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: HERPES I IgG-postPregnancy:1.000 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.592 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.353 Maternal Maternal Lab History: APTT-postPregnancy:0.299 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.275 Maternal Maternal Lab History: PATIENT-postPregnancy:0.206 Maternal Vital: SpO2-postPregnancy:0.175 Maternal Maternal Lab History: eGFR-postPregnancy:-0.166 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:-0.163 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.133 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:0.313 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.281 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.273 Maternal Maternal Lab History: AMYLASE-postPregnancy:0.254 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.250 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.211 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.209 Diagnosis:9ccs242:Poisn ot med:0.194 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.182 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.500 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.471 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.470 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.398 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.355 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.337 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.326 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.294 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.281 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.490 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.472 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.407 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.386 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.358 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.329 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.327 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.303 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.299 Maternal Maternal Lab History: TEST NAME-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: TEST NAME-postPregnancy:1.000 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.396 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.372 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.361 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.277 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.272 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.168 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:-0.141 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:-0.130 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.114 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.557 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.363 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.361 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.326 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.283 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.264 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.247 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.197 Diagnosis:9ccs219:Low birth wt:0.168 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:-0.315 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.246 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.235 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.225 Maternal Maternal Lab History: POLYS-otherPregnancy:0.200 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.180 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.176 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:-0.165 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.153 Maternal Maternal Procedure History:97014-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Procedure History:97014-postPregnancy:1.000 Maternal Maternal Procedure History:97110-postPregnancy:0.373 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.295 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.217 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.208 Maternal Maternal Lab History: A/G-otherPregnancy:-0.202 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.184 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.181 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.166 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.162 Newborn Diagnosis:9ccs218:Liveborn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1748 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Newborn Diagnosis:9ccs218:Liveborn:1.000 Newborn Diagnosis:9ccs0:No DX:-0.157 Newborn Diagnosis:9ccs221:Resp distres:-0.157 Maternal Diagnosis:9ccs168:PID:-0.129 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.111 Newborn Diagnosis:9ccs94:Other ear dx:0.110 Diagnosis:9ccs89:Blindness:-0.103 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.099 Diagnosis:9ccs136:Teeth dx:-0.094 Maternal Diagnosis:9ccs49:DiabMel no c:-0.081 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.489 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.451 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.248 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.242 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.223 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.178 Maternal Maternal Lab History: PTT-postPregnancy:-0.176 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:-0.175 Maternal Maternal Procedure History:S9470-postPregnancy:0.170 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:1.000 Maternal Maternal Lab History: IRON-postPregnancy:-0.599 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.403 Maternal Maternal Lab History: FERRITIN-otherPregnancy:-0.372 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.321 Maternal Maternal Lab History: PAPP-A-otherPregnancy:-0.261 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.254 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.229 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.229 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.227 Maternal Maternal Lab History: GAMMA GT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: GAMMA GT-otherPregnancy:1.000 Maternal Maternal Lab History: LDH-otherPregnancy:0.598 Maternal Maternal Lab History: PT-otherPregnancy:0.442 Maternal Maternal Lab History: INR-otherPregnancy:0.334 Maternal Maternal Lab History: eGFR-otherPregnancy:0.262 Maternal Maternal Lab History: AST-otherPregnancy:0.249 Maternal Maternal Lab History: PTT-otherPregnancy:-0.245 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:0.199 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.183 Maternal Maternal Lab History: WBC-otherPregnancy:0.165 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.514 Correlated most with: Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.452 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.398 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.395 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.308 Maternal Maternal Lab History: MONOS-otherPregnancy:0.307 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.303 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.245 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.239 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:-0.217 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.770 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.623 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.623 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.506 Maternal Maternal Procedure History:81025-otherPregnancy:0.470 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.397 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.395 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.363 Maternal Diagnosis:9ccs6:Hepatitis:0.323 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.506 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.490 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.448 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.447 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.433 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.353 Maternal Maternal Procedure History:81025-otherPregnancy:-0.343 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.317 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.307 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.770 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.390 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.390 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.382 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.336 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.317 Maternal Maternal Procedure History:81025-otherPregnancy:-0.305 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.249 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:-0.229 Vital: HC Percentile-gain7to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.504 Correlated most with: Maternal Maternal Procedure History:93005-otherPregnancy:0.210 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.208 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.171 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.138 Diagnosis:9ccs216:Nerv cong an:-0.134 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.133 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.126 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.110 Maternal Diagnosis:9ccs168:PID:-0.108 Diagnosis:9ccs234:Crush injury:0.092 Maternal Maternal Procedure History:76830-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.502 Correlated most with: Maternal Maternal Procedure History:76830-postPregnancy:1.000 Maternal Maternal Procedure History:85018-postPregnancy:0.337 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:-0.281 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.234 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.209 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.168 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.159 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.151 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:-0.148 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.140 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:1.000 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.807 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.485 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.419 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.349 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.326 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.306 Maternal Vital: Wt-otherPregnancy:0.301 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.282 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.281 Maternal Maternal Lab History: TOXOPLASMA IGG-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: TOXOPLASMA IGG-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.354 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.248 Maternal Maternal Lab History: eGFR-postPregnancy:-0.213 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:-0.172 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.170 Maternal Vital: Ht Percentile-otherPregnancy:-0.166 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.163 Maternal Vital: Ht Percentile-postPregnancy:-0.148 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:0.134 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:1.000 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.441 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.417 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.343 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.311 Maternal Vital: PL-otherPregnancy:0.304 Maternal Vital: Temp-otherPregnancy:-0.259 Maternal Diagnosis:9ccs163:Other GU dx:-0.250 Maternal Maternal Lab History: GLOBULIN-postPregnancy:0.242 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.216 Diagnosis:9ccs208:Acq foot def | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs208:Acq foot def:1.000 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.063 Diagnosis:9ccs259:Unclassified:0.056 Diagnosis:9ccs217:Ot cong anom:0.049 Diagnosis:9ccs256:Exam/eval:0.048 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.046 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.046 Diagnosis:9ccs95:Oth nerv dx:0.045 Newborn Diagnosis:9ccs215:gu cong anom:0.043 Newborn Diagnosis:9ccs217:Ot cong anom:0.042 Maternal Maternal Procedure History:93005-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:93005-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.533 Maternal Maternal Procedure History:93005-otherPregnancy:0.407 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.379 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.311 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.309 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:-0.274 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:-0.262 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.253 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.252 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.959 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.690 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.568 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.511 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.410 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.360 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.358 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.344 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.303 Maternal Maternal Lab History: Varicella IgG-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: Varicella IgG-postPregnancy:1.000 Maternal Maternal Lab History: PH-postPregnancy:-0.179 Maternal Vital: RR-postPregnancy:-0.162 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.115 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.113 Maternal Vital: Wt-postPregnancy:0.110 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.099 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.099 Newborn Diagnosis:9ccs215:gu cong anom:-0.096 Diagnosis:9ccs163:Other GU dx:-0.089 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.630 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.565 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.511 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.460 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.373 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.349 Maternal Maternal Procedure History:87880-postPregnancy:0.308 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.276 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.273 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:1.000 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:-0.697 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.271 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:0.200 Maternal Vital: BMI Percentile-otherPregnancy:-0.199 Maternal Maternal Lab History: BASOPHIL-otherPregnancy:-0.194 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.170 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.165 Maternal Maternal Lab History: LDH-otherPregnancy:0.162 Maternal Maternal Lab History: RUBELLA-otherPregnancy:0.161 Maternal Maternal Lab History: MONOCYTE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: MONOCYTE-postPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:0.253 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.238 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.202 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.197 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.192 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.188 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.184 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.168 Newborn Diagnosis:9ccs191:Amnios dx:-0.166 Maternal Maternal Lab History: A/G-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.772 [0.323 9.712] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: A/G-otherPregnancy:1.000 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.780 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.546 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:-0.409 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.383 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.374 Maternal Maternal Procedure History:81025-otherPregnancy:-0.318 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.297 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.297 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.294 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.297 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:-0.280 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.238 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.223 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.223 Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:0.212 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.191 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.191 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.177 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.318 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:-0.313 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.311 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.295 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:-0.261 Lab:306617 OCCULT BLOOD TEST (FECAL):0.249 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:-0.225 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.170 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:-0.168 Maternal Maternal Lab History: UIBC-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: UIBC-postPregnancy:1.000 Maternal Maternal Procedure History:J7302-postPregnancy:0.443 Maternal Maternal Procedure History:90801-postPregnancy:-0.423 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.313 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.301 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:-0.264 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:-0.222 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.216 Maternal Vital: RR-postPregnancy:0.204 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.199 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:1.000 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:0.535 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.289 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.217 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.212 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:-0.210 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.205 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.205 Maternal Maternal Procedure History:90471-otherPregnancy:0.202 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.200 Maternal Maternal Lab History: 1 HOUR-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: 1 HOUR-otherPregnancy:1.000 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.521 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.432 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.413 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.386 Maternal Maternal Procedure History:81025-otherPregnancy:-0.330 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:-0.328 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.319 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.307 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:-0.288 Lab:323700 CULTURE THROAT W SENS - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.502 Correlated most with: Lab:323700 CULTURE THROAT W SENS - Sunrise:1.000 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:-0.451 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:-0.215 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.181 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:0.125 Diagnosis:9ccs211:Ot conn tiss:-0.124 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.122 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.116 Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:-0.106 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.105 Maternal Maternal Lab History: APF MoM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: APF MoM-otherPregnancy:1.000 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.955 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.788 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.763 Maternal Maternal Lab History: HCG-otherPregnancy:0.709 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.688 Maternal Maternal Lab History: INHMOM-postPregnancy:0.580 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.577 Maternal Maternal Lab History: HCG-postPregnancy:0.415 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.390 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.410 Maternal Vital: BMI Percentile-postPregnancy:-0.233 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.215 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.204 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.194 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.192 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.177 Maternal Maternal Procedure History:45300-postPregnancy:0.175 Maternal Vital: RR-postPregnancy:-0.171 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.738 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.623 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.444 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.377 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.361 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.315 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.234 Maternal Maternal Procedure History:93005-postPregnancy:-0.231 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.224 Maternal Maternal Lab History: 2 HOUR-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 1.774 [0.442 7.127] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: 2 HOUR-otherPregnancy:1.000 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.521 Maternal Maternal Procedure History:93005-otherPregnancy:0.448 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.387 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.386 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.353 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.351 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.337 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.331 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.299 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:1.000 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.769 Maternal Maternal Lab History: A/G-otherPregnancy:-0.546 Maternal Maternal Procedure History:81025-otherPregnancy:0.472 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:-0.432 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.390 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.364 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.352 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.327 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.289 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.480 Maternal Maternal Procedure History:97001-postPregnancy:0.394 Maternal Maternal Lab History: TOXOPLASMA IGG-postPregnancy:-0.354 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.334 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:-0.275 Maternal Maternal Lab History: eGFR-postPregnancy:0.241 Maternal Maternal Procedure History:97110-postPregnancy:0.228 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:-0.193 Maternal Maternal Procedure History:90801-postPregnancy:-0.144 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:1.000 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.581 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.535 Maternal Maternal Lab History: LIPASE-postPregnancy:0.365 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:-0.353 Maternal Maternal Lab History: AMYLASE-postPregnancy:0.300 Maternal Maternal Lab History: IRON-postPregnancy:-0.251 Maternal Maternal Lab History: MCV-otherPregnancy:-0.185 Maternal Maternal Lab History: MCH-otherPregnancy:-0.176 Maternal Maternal Lab History: RDW-postPregnancy:0.147 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.396 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:-0.259 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.244 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.198 Diagnosis:9ccs234:Crush injury:0.177 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.170 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:-0.170 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.156 Maternal Maternal Procedure History:99000-postPregnancy:0.146 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:1.000 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.455 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.364 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:-0.329 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.276 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.273 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:-0.272 Maternal Maternal Lab History: FASTING-postPregnancy:0.259 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.247 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:-0.228 Maternal Maternal Lab History: IRON-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: IRON-postPregnancy:1.000 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.599 Maternal Maternal Lab History: FERRITIN-otherPregnancy:0.385 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.335 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.303 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.272 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.266 Maternal Maternal Lab History: MCH-otherPregnancy:0.257 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.251 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.239 Maternal Maternal Lab History: 3 HOUR-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: 3 HOUR-otherPregnancy:1.000 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.514 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.371 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:0.308 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.248 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:-0.232 Maternal Maternal Lab History: APF MoM-postPregnancy:0.220 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.219 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.216 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.213 Maternal Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:-0.275 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.265 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.216 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:-0.203 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.202 Maternal Maternal Procedure History:59430-postPregnancy:-0.201 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.170 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.151 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.151 Vital: BP-avg19to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.178 Maternal Maternal Lab History: LDL-postPregnancy:0.170 Diagnosis:9ccs55:Fluid/elc dx:-0.124 Maternal Vital: Wt Change-postPregnancy:-0.117 Diagnosis:9ccs62:Coag/hemr dx:-0.115 Diagnosis:9ccs59:Anemia:0.095 Diagnosis:9ccs117:Ot circul dx:0.091 Maternal Diagnosis:9ccs182:Hemorr preg:0.089 Diagnosis:9ccs136:Teeth dx:0.075 Diagnosis:9ccs259:Unclassified:-0.074 Maternal Maternal Lab History: FREE T-4-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: FREE T-4-otherPregnancy:1.000 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.605 Maternal Maternal Lab History: LDL-otherPregnancy:-0.552 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.496 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.306 Diagnosis:9ccs2:Septicemia:0.293 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.289 Newborn Diagnosis:9ccs95:Oth nerv dx:0.274 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.257 Maternal Maternal Lab History: FREE T3-postPregnancy:0.239 Maternal Maternal Lab History: GLOBULIN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: GLOBULIN-otherPregnancy:1.000 Maternal Maternal Lab History: A/G-otherPregnancy:-0.780 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.606 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.327 Maternal Vital: BMI Percentile-otherPregnancy:-0.247 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.229 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:-0.223 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.211 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.202 Maternal Vital: BMI Percentile-postPregnancy:-0.193 Maternal Vital: Ht Percentile-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Vital: Ht Percentile-otherPregnancy:1.000 Maternal Vital: Ht Percentile-postPregnancy:0.776 Maternal Vital: Wt Percentile-otherPregnancy:0.659 Maternal Vital: Wt Percentile-postPregnancy:0.501 Maternal Maternal Procedure History:S9470-otherPregnancy:0.344 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.333 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.324 Maternal Vital: BMI Percentile-otherPregnancy:0.315 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.286 Maternal Vital: BMI Percentile-postPregnancy:0.276 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:1.000 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.769 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.473 Maternal Maternal Procedure History:81025-otherPregnancy:0.441 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.441 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.441 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.427 Maternal Maternal Lab History: A/G-otherPregnancy:-0.409 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:-0.328 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.327 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:1.000 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.807 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.635 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.559 Maternal Maternal Lab History: LDL-otherPregnancy:0.449 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.417 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.302 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.301 Maternal Vital: Wt-otherPregnancy:0.289 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.289 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:1.000 Maternal Maternal Lab History: LDL-otherPregnancy:0.911 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.635 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.520 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.496 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.485 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.347 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.331 Diagnosis:9ccs2:Septicemia:-0.240 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.225 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:1.000 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.960 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.581 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.407 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.382 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.381 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.331 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.316 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.294 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.290 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:1.000 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.967 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.963 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.563 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.467 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.439 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.427 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.342 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.330 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.304 Maternal Maternal Procedure History:90801-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Procedure History:90801-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.633 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.627 Maternal Maternal Lab History: UIBC-postPregnancy:-0.423 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.298 Diagnosis:9ccs242:Poisn ot med:0.290 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.266 Maternal Maternal Procedure History:93005-postPregnancy:-0.235 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.225 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:0.224 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:1.000 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.998 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.967 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.543 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.459 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.441 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.424 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.331 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.320 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.295 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.653 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.562 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.421 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.313 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.280 Maternal Maternal Procedure History:90656-postPregnancy:0.277 Maternal Maternal Procedure History:93005-postPregnancy:-0.274 Maternal Diagnosis:9ccs48:Thyroid dsor:0.273 Maternal Maternal Lab History: FREE T-4-postPregnancy:0.267 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:1.000 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.998 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.963 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.539 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.460 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.441 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.422 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.329 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.318 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.293 Maternal Maternal Lab History: INHMOM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: INHMOM-otherPregnancy:1.000 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.955 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.775 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.756 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.736 Maternal Maternal Lab History: HCG-otherPregnancy:0.713 Maternal Maternal Lab History: INHMOM-postPregnancy:0.604 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.603 Maternal Maternal Lab History: HCG-postPregnancy:0.424 Maternal Maternal Lab History: PAPP-A-otherPregnancy:-0.402 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.508 Correlated most with: Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:1.000 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.626 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.599 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.565 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.471 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.387 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.331 Maternal Maternal Lab History: HCG-otherPregnancy:-0.276 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.270 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.265 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.960 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.530 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.408 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.407 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.332 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.332 Maternal Maternal Lab History: FREE T3-postPregnancy:0.285 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.260 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.259 Maternal Maternal Lab History: LDL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: LDL-otherPregnancy:1.000 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.911 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.552 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.449 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.396 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.281 Diagnosis:9ccs2:Septicemia:-0.262 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.260 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.245 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.240 Vital : 0.883520479162 MatDeliveryAge : 0.00998777698811 Number of Visits : 0.0078883354188 Census : 0.0504239363659 Maternal Diagnosis : 0.0132989560816 Diagnosis : 0.0139806945707 Newborn Diagnosis : 0.00227740409359 Maternal Maternal Lab History : 0.0118667626475 Maternal Vital : 0.00401907812316 Maternal Maternal Diagnosis : 0.00152067101592 Lab : 0.000581018382417 Maternal Maternal Procedure History : 0.000634887150637 Time to run analysis 0:31:48.550059 Total Time elapsed 6:45:56.154852 ----------------------------------------------------- boys min_5 full gradientboost regression Running batch 1 of 7 with 16 nodes Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.697, R^2 test: 0.227 Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.829, R^2 test: 0.250 Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.934, R^2 test: 0.166 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.988, Explained Variance Score Train: 0.771 AUC Validation: 0.735, Explained Variance Score Validation: 0.268 AUC Test: 0.754, Explained Variance Score Test: 0.235 Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.808, R^2 test: 0.176 Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.850, R^2 test: 0.153 Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.850, R^2 test: 0.114 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.970, Explained Variance Score Train: 0.649 AUC Validation: 0.739, Explained Variance Score Validation: 0.186 AUC Test: 0.738, Explained Variance Score Test: 0.266 Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.767, R^2 test: 0.225 Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.828, R^2 test: 0.231 Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.845, R^2 test: 0.240 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.989, Explained Variance Score Train: 0.752 AUC Validation: 0.765, Explained Variance Score Validation: 0.217 AUC Test: 0.707, Explained Variance Score Test: 0.224 Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.774, R^2 test: 0.320 Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.792, R^2 test: 0.311 Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.821, R^2 test: 0.329 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.981, Explained Variance Score Train: 0.797 AUC Validation: 0.792, Explained Variance Score Validation: 0.348 AUC Test: 0.753, Explained Variance Score Test: 0.277 Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.765, R^2 test: 0.244 Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.799, R^2 test: 0.289 Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.801, R^2 test: 0.247 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.974, Explained Variance Score Train: 0.797 AUC Validation: 0.737, Explained Variance Score Validation: 0.288 AUC Test: 0.714, Explained Variance Score Test: 0.224 Bootstrap CV 12, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.747, R^2 test: 0.007 Bootstrap CV 12, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.836, R^2 test: -0.008 Bootstrap CV 12, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.876, R^2 test: -0.049 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.981, Explained Variance Score Train: 0.758 AUC Validation: 0.603, Explained Variance Score Validation: 0.034 AUC Test: 0.752, Explained Variance Score Test: 0.249 Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.689, R^2 test: 0.256 Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.772, R^2 test: 0.272 Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.816, R^2 test: 0.259 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.707 AUC Validation: 0.798, Explained Variance Score Validation: 0.260 AUC Test: 0.735, Explained Variance Score Test: 0.279 Bootstrap CV 14, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.655, R^2 test: 0.220 Bootstrap CV 14, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.759, R^2 test: 0.183 Bootstrap CV 14, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.760, R^2 test: 0.209 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.980, Explained Variance Score Train: 0.685 AUC Validation: 0.770, Explained Variance Score Validation: 0.269 AUC Test: 0.770, Explained Variance Score Test: 0.257 Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.782, R^2 test: 0.135 Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.823, R^2 test: 0.117 Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.899, R^2 test: 0.136 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.999, Explained Variance Score Train: 0.854 AUC Validation: 0.734, Explained Variance Score Validation: 0.141 AUC Test: 0.743, Explained Variance Score Test: 0.226 Bootstrap CV 13, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.779, R^2 test: 0.173 Bootstrap CV 13, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.871, R^2 test: 0.195 Bootstrap CV 13, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.893, R^2 test: 0.174 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.988, Explained Variance Score Train: 0.786 AUC Validation: 0.777, Explained Variance Score Validation: 0.227 AUC Test: 0.798, Explained Variance Score Test: 0.288 Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.803, R^2 test: 0.222 Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.857, R^2 test: 0.206 Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.875, R^2 test: 0.175 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.986, Explained Variance Score Train: 0.871 AUC Validation: 0.770, Explained Variance Score Validation: 0.221 AUC Test: 0.768, Explained Variance Score Test: 0.286 Bootstrap CV 15, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.763, R^2 test: 0.272 Bootstrap CV 15, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.823, R^2 test: 0.321 Bootstrap CV 15, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.861, R^2 test: 0.312 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.979, Explained Variance Score Train: 0.878 AUC Validation: 0.783, Explained Variance Score Validation: 0.339 AUC Test: 0.742, Explained Variance Score Test: 0.223 Bootstrap CV 11, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.792, R^2 test: 0.103 Bootstrap CV 11, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.856, R^2 test: 0.111 Bootstrap CV 11, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.879, R^2 test: 0.104 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.986, Explained Variance Score Train: 0.888 AUC Validation: 0.745, Explained Variance Score Validation: 0.123 AUC Test: 0.757, Explained Variance Score Test: 0.268 Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.764, R^2 test: 0.170 Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.830, R^2 test: 0.199 Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.920, R^2 test: 0.198 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.997, Explained Variance Score Train: 0.918 AUC Validation: 0.750, Explained Variance Score Validation: 0.203 AUC Test: 0.754, Explained Variance Score Test: 0.265 Bootstrap CV 10, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.873, R^2 test: 0.124 Bootstrap CV 10, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.909, R^2 test: 0.102 Bootstrap CV 10, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.900, R^2 test: 0.116 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.993, Explained Variance Score Train: 0.926 AUC Validation: 0.729, Explained Variance Score Validation: 0.140 AUC Test: 0.715, Explained Variance Score Test: 0.221 Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.778, R^2 test: 0.284 Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.861, R^2 test: 0.306 Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.828, R^2 test: 0.262 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.990, Explained Variance Score Train: 0.851 AUC Validation: 0.783, Explained Variance Score Validation: 0.275 AUC Test: 0.749, Explained Variance Score Test: 0.284 Running batch 2 of 7 with 16 nodes Bootstrap CV 18, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.759, R^2 test: 0.123 Bootstrap CV 18, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.800, R^2 test: 0.126 Bootstrap CV 18, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.842, R^2 test: 0.123 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.991, Explained Variance Score Train: 0.831 AUC Validation: 0.677, Explained Variance Score Validation: 0.119 AUC Test: 0.761, Explained Variance Score Test: 0.284 Bootstrap CV 20, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.797, R^2 test: 0.214 Bootstrap CV 20, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.848, R^2 test: 0.251 Bootstrap CV 20, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.840, R^2 test: 0.247 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.964, Explained Variance Score Train: 0.825 AUC Validation: 0.798, Explained Variance Score Validation: 0.221 AUC Test: 0.748, Explained Variance Score Test: 0.258 Bootstrap CV 16, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.720, R^2 test: 0.303 Bootstrap CV 16, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.732, R^2 test: 0.247 Bootstrap CV 16, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.786, R^2 test: 0.254 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.989, Explained Variance Score Train: 0.724 AUC Validation: 0.823, Explained Variance Score Validation: 0.286 AUC Test: 0.748, Explained Variance Score Test: 0.240 Bootstrap CV 17, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.824, R^2 test: 0.253 Bootstrap CV 17, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.826, R^2 test: 0.279 Bootstrap CV 17, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.898, R^2 test: 0.260 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.987, Explained Variance Score Train: 0.836 AUC Validation: 0.697, Explained Variance Score Validation: 0.246 AUC Test: 0.742, Explained Variance Score Test: 0.272 Bootstrap CV 28, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.769, R^2 test: 0.203 Bootstrap CV 28, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.823, R^2 test: 0.210 Bootstrap CV 28, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.846, R^2 test: 0.213 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.977, Explained Variance Score Train: 0.756 AUC Validation: 0.688, Explained Variance Score Validation: 0.187 AUC Test: 0.753, Explained Variance Score Test: 0.259 Bootstrap CV 26, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.760, R^2 test: 0.263 Bootstrap CV 26, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.856, R^2 test: 0.251 Bootstrap CV 26, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.899, R^2 test: 0.242 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.976, Explained Variance Score Train: 0.755 AUC Validation: 0.728, Explained Variance Score Validation: 0.254 AUC Test: 0.744, Explained Variance Score Test: 0.248 Bootstrap CV 29, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.804, R^2 test: 0.339 Bootstrap CV 29, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.859, R^2 test: 0.293 Bootstrap CV 29, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.900, R^2 test: 0.317 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.984, Explained Variance Score Train: 0.824 AUC Validation: 0.798, Explained Variance Score Validation: 0.321 AUC Test: 0.754, Explained Variance Score Test: 0.244 Bootstrap CV 30, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.820, R^2 test: 0.185 Bootstrap CV 30, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.856, R^2 test: 0.206 Bootstrap CV 30, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.853, R^2 test: 0.220 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.986, Explained Variance Score Train: 0.779 AUC Validation: 0.762, Explained Variance Score Validation: 0.213 AUC Test: 0.713, Explained Variance Score Test: 0.223 Bootstrap CV 25, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.718, R^2 test: 0.254 Bootstrap CV 25, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.766, R^2 test: 0.292 Bootstrap CV 25, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.857, R^2 test: 0.219 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.961, Explained Variance Score Train: 0.811 AUC Validation: 0.833, Explained Variance Score Validation: 0.265 AUC Test: 0.742, Explained Variance Score Test: 0.268 Bootstrap CV 24, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.778, R^2 test: 0.075 Bootstrap CV 24, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.888, R^2 test: 0.060 Bootstrap CV 24, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.909, R^2 test: 0.109 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.986, Explained Variance Score Train: 0.938 AUC Validation: 0.703, Explained Variance Score Validation: 0.135 AUC Test: 0.769, Explained Variance Score Test: 0.294 Bootstrap CV 27, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.810, R^2 test: 0.281 Bootstrap CV 27, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.873, R^2 test: 0.266 Bootstrap CV 27, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.911, R^2 test: 0.275 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.989, Explained Variance Score Train: 0.850 AUC Validation: 0.756, Explained Variance Score Validation: 0.303 AUC Test: 0.752, Explained Variance Score Test: 0.296 Bootstrap CV 19, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.781, R^2 test: 0.182 Bootstrap CV 19, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.866, R^2 test: 0.170 Bootstrap CV 19, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.901, R^2 test: 0.185 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.989, Explained Variance Score Train: 0.915 AUC Validation: 0.788, Explained Variance Score Validation: 0.235 AUC Test: 0.753, Explained Variance Score Test: 0.236 Bootstrap CV 31, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.811, R^2 test: 0.257 Bootstrap CV 31, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.874, R^2 test: 0.253 Bootstrap CV 31, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.911, R^2 test: 0.260 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.981, Explained Variance Score Train: 0.863 AUC Validation: 0.782, Explained Variance Score Validation: 0.187 AUC Test: 0.728, Explained Variance Score Test: 0.219 Bootstrap CV 21, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.756, R^2 test: 0.109 Bootstrap CV 21, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.736, R^2 test: 0.133 Bootstrap CV 21, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.796, R^2 test: 0.065 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.991, Explained Variance Score Train: 0.833 AUC Validation: 0.677, Explained Variance Score Validation: 0.146 AUC Test: 0.751, Explained Variance Score Test: 0.272 Bootstrap CV 23, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.712, R^2 test: -0.087 Bootstrap CV 23, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.742, R^2 test: -0.098 Bootstrap CV 23, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.901, R^2 test: -0.029 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.978, Explained Variance Score Train: 0.827 AUC Validation: 0.634, Explained Variance Score Validation: 0.074 AUC Test: 0.727, Explained Variance Score Test: 0.237 Bootstrap CV 22, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.744, R^2 test: 0.282 Bootstrap CV 22, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.874, R^2 test: 0.276 Bootstrap CV 22, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.849, R^2 test: 0.325 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.985, Explained Variance Score Train: 0.896 AUC Validation: 0.788, Explained Variance Score Validation: 0.295 AUC Test: 0.730, Explained Variance Score Test: 0.244 Running batch 3 of 7 with 16 nodes Bootstrap CV 45, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.754, R^2 test: 0.282 Bootstrap CV 45, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.814, R^2 test: 0.272 Bootstrap CV 45, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.870, R^2 test: 0.280 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.959, Explained Variance Score Train: 0.798 AUC Validation: 0.793, Explained Variance Score Validation: 0.290 AUC Test: 0.763, Explained Variance Score Test: 0.291 Bootstrap CV 46, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.609, R^2 test: 0.118 Bootstrap CV 46, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.702, R^2 test: 0.123 Bootstrap CV 46, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.702, R^2 test: 0.135 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.980, Explained Variance Score Train: 0.704 AUC Validation: 0.739, Explained Variance Score Validation: 0.190 AUC Test: 0.738, Explained Variance Score Test: 0.251 Bootstrap CV 37, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.783, R^2 test: 0.199 Bootstrap CV 37, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.792, R^2 test: 0.181 Bootstrap CV 37, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.857, R^2 test: 0.174 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.965, Explained Variance Score Train: 0.790 AUC Validation: 0.782, Explained Variance Score Validation: 0.193 AUC Test: 0.764, Explained Variance Score Test: 0.261 Bootstrap CV 47, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.805, R^2 test: 0.132 Bootstrap CV 47, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.889, R^2 test: 0.148 Bootstrap CV 47, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.936, R^2 test: 0.132 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.984, Explained Variance Score Train: 0.814 AUC Validation: 0.619, Explained Variance Score Validation: 0.156 AUC Test: 0.789, Explained Variance Score Test: 0.270 Bootstrap CV 38, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.774, R^2 test: 0.076 Bootstrap CV 38, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.858, R^2 test: 0.048 Bootstrap CV 38, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.851, R^2 test: 0.043 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.983, Explained Variance Score Train: 0.791 AUC Validation: 0.695, Explained Variance Score Validation: 0.065 AUC Test: 0.738, Explained Variance Score Test: 0.242 Bootstrap CV 33, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.606, R^2 test: 0.173 Bootstrap CV 33, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.691, R^2 test: 0.225 Bootstrap CV 33, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.811, R^2 test: 0.129 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.960, Explained Variance Score Train: 0.735 AUC Validation: 0.754, Explained Variance Score Validation: 0.247 AUC Test: 0.734, Explained Variance Score Test: 0.229 Bootstrap CV 43, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.811, R^2 test: 0.254 Bootstrap CV 43, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.861, R^2 test: 0.295 Bootstrap CV 43, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.897, R^2 test: 0.269 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.982, Explained Variance Score Train: 0.806 AUC Validation: 0.820, Explained Variance Score Validation: 0.288 AUC Test: 0.755, Explained Variance Score Test: 0.261 Bootstrap CV 44, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.782, R^2 test: 0.203 Bootstrap CV 44, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.792, R^2 test: 0.206 Bootstrap CV 44, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.869, R^2 test: 0.238 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.991, Explained Variance Score Train: 0.800 AUC Validation: 0.713, Explained Variance Score Validation: 0.207 AUC Test: 0.744, Explained Variance Score Test: 0.249 Bootstrap CV 42, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.800, R^2 test: 0.175 Bootstrap CV 42, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.896, R^2 test: 0.169 Bootstrap CV 42, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.885, R^2 test: 0.164 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.982, Explained Variance Score Train: 0.846 AUC Validation: 0.807, Explained Variance Score Validation: 0.153 AUC Test: 0.747, Explained Variance Score Test: 0.272 Bootstrap CV 34, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.819, R^2 test: 0.136 Bootstrap CV 34, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.887, R^2 test: 0.216 Bootstrap CV 34, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.932, R^2 test: 0.205 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.977, Explained Variance Score Train: 0.865 AUC Validation: 0.756, Explained Variance Score Validation: 0.242 AUC Test: 0.753, Explained Variance Score Test: 0.293 Bootstrap CV 32, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.863, R^2 test: 0.153 Bootstrap CV 32, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.901, R^2 test: 0.151 Bootstrap CV 32, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.899, R^2 test: 0.161 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.995, Explained Variance Score Train: 0.898 AUC Validation: 0.799, Explained Variance Score Validation: 0.177 AUC Test: 0.729, Explained Variance Score Test: 0.243 Bootstrap CV 39, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.798, R^2 test: 0.092 Bootstrap CV 39, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.814, R^2 test: 0.113 Bootstrap CV 39, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.859, R^2 test: 0.102 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.991, Explained Variance Score Train: 0.842 AUC Validation: 0.693, Explained Variance Score Validation: 0.134 AUC Test: 0.738, Explained Variance Score Test: 0.256 Bootstrap CV 41, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.836, R^2 test: 0.282 Bootstrap CV 41, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.868, R^2 test: 0.279 Bootstrap CV 41, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.907, R^2 test: 0.264 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.870 AUC Validation: 0.825, Explained Variance Score Validation: 0.252 AUC Test: 0.737, Explained Variance Score Test: 0.292 Bootstrap CV 36, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.824, R^2 test: 0.325 Bootstrap CV 36, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.881, R^2 test: 0.328 Bootstrap CV 36, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.891, R^2 test: 0.316 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.989, Explained Variance Score Train: 0.920 AUC Validation: 0.912, Explained Variance Score Validation: 0.377 AUC Test: 0.747, Explained Variance Score Test: 0.230 Bootstrap CV 35, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.522, R^2 test: 0.138 Bootstrap CV 35, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.613, R^2 test: 0.121 Bootstrap CV 35, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.648, R^2 test: 0.129 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.970, Explained Variance Score Train: 0.608 AUC Validation: 0.674, Explained Variance Score Validation: 0.121 AUC Test: 0.739, Explained Variance Score Test: 0.233 Bootstrap CV 40, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.816, R^2 test: 0.173 Bootstrap CV 40, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.858, R^2 test: 0.165 Bootstrap CV 40, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.903, R^2 test: 0.201 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.989, Explained Variance Score Train: 0.831 AUC Validation: 0.725, Explained Variance Score Validation: 0.195 AUC Test: 0.758, Explained Variance Score Test: 0.272 Running batch 4 of 7 with 16 nodes Bootstrap CV 63, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.766, R^2 test: 0.172 Bootstrap CV 63, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.867, R^2 test: 0.168 Bootstrap CV 63, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.874, R^2 test: 0.135 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.955, Explained Variance Score Train: 0.761 AUC Validation: 0.606, Explained Variance Score Validation: 0.174 AUC Test: 0.732, Explained Variance Score Test: 0.254 Bootstrap CV 52, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.632, R^2 test: 0.325 Bootstrap CV 52, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.705, R^2 test: 0.344 Bootstrap CV 52, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.735, R^2 test: 0.335 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.954, Explained Variance Score Train: 0.590 AUC Validation: 0.792, Explained Variance Score Validation: 0.313 AUC Test: 0.740, Explained Variance Score Test: 0.252 Bootstrap CV 48, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.748, R^2 test: 0.262 Bootstrap CV 48, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.861, R^2 test: 0.204 Bootstrap CV 48, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.834, R^2 test: 0.214 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.982, Explained Variance Score Train: 0.788 AUC Validation: 0.735, Explained Variance Score Validation: 0.232 AUC Test: 0.763, Explained Variance Score Test: 0.287 Bootstrap CV 51, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.833, R^2 test: 0.270 Bootstrap CV 51, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.906, R^2 test: 0.285 Bootstrap CV 51, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.937, R^2 test: 0.284 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.973, Explained Variance Score Train: 0.770 AUC Validation: 0.749, Explained Variance Score Validation: 0.287 AUC Test: 0.703, Explained Variance Score Test: 0.220 Bootstrap CV 59, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.852, R^2 test: 0.327 Bootstrap CV 59, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.918, R^2 test: 0.295 Bootstrap CV 59, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.883, R^2 test: 0.311 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.978, Explained Variance Score Train: 0.855 AUC Validation: 0.784, Explained Variance Score Validation: 0.307 AUC Test: 0.750, Explained Variance Score Test: 0.272 Bootstrap CV 62, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.732, R^2 test: 0.206 Bootstrap CV 62, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.844, R^2 test: 0.194 Bootstrap CV 62, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.838, R^2 test: 0.229 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.980, Explained Variance Score Train: 0.727 AUC Validation: 0.678, Explained Variance Score Validation: 0.204 AUC Test: 0.734, Explained Variance Score Test: 0.231 Bootstrap CV 60, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.706, R^2 test: 0.143 Bootstrap CV 60, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.775, R^2 test: 0.142 Bootstrap CV 60, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.837, R^2 test: 0.135 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.952, Explained Variance Score Train: 0.677 AUC Validation: 0.690, Explained Variance Score Validation: 0.177 AUC Test: 0.732, Explained Variance Score Test: 0.261 Bootstrap CV 58, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.745, R^2 test: 0.165 Bootstrap CV 58, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.848, R^2 test: 0.171 Bootstrap CV 58, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.841, R^2 test: 0.204 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.951, Explained Variance Score Train: 0.760 AUC Validation: 0.777, Explained Variance Score Validation: 0.201 AUC Test: 0.778, Explained Variance Score Test: 0.279 Bootstrap CV 57, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.777, R^2 test: 0.229 Bootstrap CV 57, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.804, R^2 test: 0.210 Bootstrap CV 57, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.855, R^2 test: 0.243 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.959, Explained Variance Score Train: 0.780 AUC Validation: 0.706, Explained Variance Score Validation: 0.253 AUC Test: 0.717, Explained Variance Score Test: 0.184 Bootstrap CV 55, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.699, R^2 test: 0.207 Bootstrap CV 55, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.744, R^2 test: 0.215 Bootstrap CV 55, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.771, R^2 test: 0.165 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.976, Explained Variance Score Train: 0.762 AUC Validation: 0.638, Explained Variance Score Validation: 0.185 AUC Test: 0.765, Explained Variance Score Test: 0.300 Bootstrap CV 54, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.782, R^2 test: 0.196 Bootstrap CV 54, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.825, R^2 test: 0.223 Bootstrap CV 54, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.895, R^2 test: 0.244 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.980, Explained Variance Score Train: 0.848 AUC Validation: 0.786, Explained Variance Score Validation: 0.251 AUC Test: 0.752, Explained Variance Score Test: 0.271 Bootstrap CV 56, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.759, R^2 test: 0.080 Bootstrap CV 56, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.837, R^2 test: 0.102 Bootstrap CV 56, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.894, R^2 test: 0.057 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.984, Explained Variance Score Train: 0.834 AUC Validation: 0.736, Explained Variance Score Validation: 0.096 AUC Test: 0.721, Explained Variance Score Test: 0.225 Bootstrap CV 61, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.643, R^2 test: 0.227 Bootstrap CV 61, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.712, R^2 test: 0.199 Bootstrap CV 61, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.747, R^2 test: 0.223 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.986, Explained Variance Score Train: 0.769 AUC Validation: 0.706, Explained Variance Score Validation: 0.208 AUC Test: 0.735, Explained Variance Score Test: 0.263 Bootstrap CV 49, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.627, R^2 test: 0.163 Bootstrap CV 49, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.784, R^2 test: 0.210 Bootstrap CV 49, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.828, R^2 test: 0.127 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.983, Explained Variance Score Train: 0.791 AUC Validation: 0.712, Explained Variance Score Validation: 0.196 AUC Test: 0.777, Explained Variance Score Test: 0.301 Bootstrap CV 50, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.858, R^2 test: 0.275 Bootstrap CV 50, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.896, R^2 test: 0.292 Bootstrap CV 50, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.906, R^2 test: 0.297 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.978, Explained Variance Score Train: 0.889 AUC Validation: 0.690, Explained Variance Score Validation: 0.321 AUC Test: 0.741, Explained Variance Score Test: 0.255 Bootstrap CV 53, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.737, R^2 test: 0.090 Bootstrap CV 53, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.769, R^2 test: 0.119 Bootstrap CV 53, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.786, R^2 test: 0.082 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.985, Explained Variance Score Train: 0.857 AUC Validation: 0.717, Explained Variance Score Validation: 0.073 AUC Test: 0.766, Explained Variance Score Test: 0.293 Running batch 5 of 7 with 16 nodes Bootstrap CV 73, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.661, R^2 test: 0.069 Bootstrap CV 73, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.705, R^2 test: 0.076 Bootstrap CV 73, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.797, R^2 test: 0.036 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.980, Explained Variance Score Train: 0.686 AUC Validation: 0.659, Explained Variance Score Validation: 0.094 AUC Test: 0.744, Explained Variance Score Test: 0.290 Bootstrap CV 72, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.723, R^2 test: 0.241 Bootstrap CV 72, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.785, R^2 test: 0.211 Bootstrap CV 72, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.797, R^2 test: 0.248 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.988, Explained Variance Score Train: 0.721 AUC Validation: 0.762, Explained Variance Score Validation: 0.220 AUC Test: 0.761, Explained Variance Score Test: 0.267 Bootstrap CV 64, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.815, R^2 test: 0.449 Bootstrap CV 64, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.947, R^2 test: 0.530 Bootstrap CV 64, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.952, R^2 test: 0.481 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.983, Explained Variance Score Train: 0.768 AUC Validation: 0.791, Explained Variance Score Validation: 0.333 AUC Test: 0.757, Explained Variance Score Test: 0.284 Bootstrap CV 76, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.879, R^2 test: 0.005 Bootstrap CV 76, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.916, R^2 test: -0.000 Bootstrap CV 76, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.920, R^2 test: 0.004 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.987, Explained Variance Score Train: 0.872 AUC Validation: 0.669, Explained Variance Score Validation: 0.013 AUC Test: 0.754, Explained Variance Score Test: 0.279 Bootstrap CV 66, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.671, R^2 test: 0.217 Bootstrap CV 66, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.761, R^2 test: 0.223 Bootstrap CV 66, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.792, R^2 test: 0.241 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.980, Explained Variance Score Train: 0.674 AUC Validation: 0.825, Explained Variance Score Validation: 0.213 AUC Test: 0.718, Explained Variance Score Test: 0.225 Bootstrap CV 79, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.888, R^2 test: 0.163 Bootstrap CV 79, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.921, R^2 test: 0.129 Bootstrap CV 79, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.946, R^2 test: 0.110 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.961, Explained Variance Score Train: 0.859 AUC Validation: 0.683, Explained Variance Score Validation: 0.184 AUC Test: 0.746, Explained Variance Score Test: 0.237 Bootstrap CV 70, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.707, R^2 test: 0.086 Bootstrap CV 70, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.737, R^2 test: 0.115 Bootstrap CV 70, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.818, R^2 test: 0.110 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.972, Explained Variance Score Train: 0.771 AUC Validation: 0.659, Explained Variance Score Validation: 0.107 AUC Test: 0.760, Explained Variance Score Test: 0.252 Bootstrap CV 68, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.743, R^2 test: 0.102 Bootstrap CV 68, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.795, R^2 test: 0.099 Bootstrap CV 68, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.810, R^2 test: 0.099 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.983, Explained Variance Score Train: 0.786 AUC Validation: 0.803, Explained Variance Score Validation: 0.094 AUC Test: 0.736, Explained Variance Score Test: 0.209 Bootstrap CV 67, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.723, R^2 test: 0.153 Bootstrap CV 67, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.822, R^2 test: 0.183 Bootstrap CV 67, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.827, R^2 test: 0.152 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.978, Explained Variance Score Train: 0.787 AUC Validation: 0.666, Explained Variance Score Validation: 0.209 AUC Test: 0.774, Explained Variance Score Test: 0.296 Bootstrap CV 74, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.915, R^2 test: 0.366 Bootstrap CV 74, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.934, R^2 test: 0.366 Bootstrap CV 74, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.940, R^2 test: 0.345 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.995, Explained Variance Score Train: 0.930 AUC Validation: 0.876, Explained Variance Score Validation: 0.396 AUC Test: 0.774, Explained Variance Score Test: 0.207 Bootstrap CV 71, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.687, R^2 test: 0.232 Bootstrap CV 71, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.753, R^2 test: 0.182 Bootstrap CV 71, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.851, R^2 test: 0.169 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.996, Explained Variance Score Train: 0.806 AUC Validation: 0.702, Explained Variance Score Validation: 0.188 AUC Test: 0.716, Explained Variance Score Test: 0.247 Bootstrap CV 75, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.767, R^2 test: 0.243 Bootstrap CV 75, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.863, R^2 test: 0.244 Bootstrap CV 75, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.909, R^2 test: 0.237 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.964, Explained Variance Score Train: 0.837 AUC Validation: 0.777, Explained Variance Score Validation: 0.223 AUC Test: 0.741, Explained Variance Score Test: 0.278 Bootstrap CV 77, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.854, R^2 test: 0.276 Bootstrap CV 77, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.860, R^2 test: 0.269 Bootstrap CV 77, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.859, R^2 test: 0.254 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.979, Explained Variance Score Train: 0.901 AUC Validation: 0.745, Explained Variance Score Validation: 0.247 AUC Test: 0.749, Explained Variance Score Test: 0.287 Bootstrap CV 65, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.811, R^2 test: 0.260 Bootstrap CV 65, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.851, R^2 test: 0.218 Bootstrap CV 65, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.858, R^2 test: 0.233 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.964, Explained Variance Score Train: 0.870 AUC Validation: 0.760, Explained Variance Score Validation: 0.271 AUC Test: 0.743, Explained Variance Score Test: 0.262 Bootstrap CV 69, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.874, R^2 test: 0.095 Bootstrap CV 69, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.918, R^2 test: 0.102 Bootstrap CV 69, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.936, R^2 test: 0.095 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.991, Explained Variance Score Train: 0.948 AUC Validation: 0.651, Explained Variance Score Validation: 0.104 AUC Test: 0.769, Explained Variance Score Test: 0.269 Bootstrap CV 78, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.839, R^2 test: 0.268 Bootstrap CV 78, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.910, R^2 test: 0.272 Bootstrap CV 78, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.896, R^2 test: 0.271 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.982, Explained Variance Score Train: 0.904 AUC Validation: 0.721, Explained Variance Score Validation: 0.287 AUC Test: 0.746, Explained Variance Score Test: 0.226 Running batch 6 of 7 with 16 nodes Bootstrap CV 85, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.672, R^2 test: 0.247 Bootstrap CV 85, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.769, R^2 test: 0.258 Bootstrap CV 85, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.766, R^2 test: 0.218 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.976, Explained Variance Score Train: 0.662 AUC Validation: 0.722, Explained Variance Score Validation: 0.243 AUC Test: 0.763, Explained Variance Score Test: 0.300 Bootstrap CV 92, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.682, R^2 test: 0.125 Bootstrap CV 92, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.759, R^2 test: 0.145 Bootstrap CV 92, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.862, R^2 test: 0.173 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.770 AUC Validation: 0.779, Explained Variance Score Validation: 0.176 AUC Test: 0.726, Explained Variance Score Test: 0.244 Bootstrap CV 81, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.846, R^2 test: 0.411 Bootstrap CV 81, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.927, R^2 test: 0.414 Bootstrap CV 81, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.917, R^2 test: 0.450 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.982, Explained Variance Score Train: 0.860 AUC Validation: 0.890, Explained Variance Score Validation: 0.423 AUC Test: 0.769, Explained Variance Score Test: 0.311 Bootstrap CV 95, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.817, R^2 test: 0.215 Bootstrap CV 95, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.890, R^2 test: 0.231 Bootstrap CV 95, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.920, R^2 test: 0.236 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.984, Explained Variance Score Train: 0.839 AUC Validation: 0.843, Explained Variance Score Validation: 0.243 AUC Test: 0.746, Explained Variance Score Test: 0.260 Bootstrap CV 87, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.719, R^2 test: 0.161 Bootstrap CV 87, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.802, R^2 test: 0.160 Bootstrap CV 87, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.836, R^2 test: 0.144 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.978, Explained Variance Score Train: 0.814 AUC Validation: 0.629, Explained Variance Score Validation: 0.142 AUC Test: 0.748, Explained Variance Score Test: 0.272 Bootstrap CV 84, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.848, R^2 test: 0.292 Bootstrap CV 84, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.903, R^2 test: 0.260 Bootstrap CV 84, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.835, R^2 test: 0.220 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.952, Explained Variance Score Train: 0.783 AUC Validation: 0.782, Explained Variance Score Validation: 0.261 AUC Test: 0.747, Explained Variance Score Test: 0.284 Bootstrap CV 80, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.840, R^2 test: 0.277 Bootstrap CV 80, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.897, R^2 test: 0.274 Bootstrap CV 80, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.903, R^2 test: 0.297 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.987, Explained Variance Score Train: 0.859 AUC Validation: 0.815, Explained Variance Score Validation: 0.275 AUC Test: 0.733, Explained Variance Score Test: 0.267 Bootstrap CV 88, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.630, R^2 test: 0.259 Bootstrap CV 88, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.705, R^2 test: 0.275 Bootstrap CV 88, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.728, R^2 test: 0.265 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.970, Explained Variance Score Train: 0.715 AUC Validation: 0.733, Explained Variance Score Validation: 0.302 AUC Test: 0.731, Explained Variance Score Test: 0.242 Bootstrap CV 82, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.742, R^2 test: 0.115 Bootstrap CV 82, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.794, R^2 test: 0.112 Bootstrap CV 82, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.804, R^2 test: 0.127 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.997, Explained Variance Score Train: 0.820 AUC Validation: 0.658, Explained Variance Score Validation: 0.125 AUC Test: 0.779, Explained Variance Score Test: 0.303 Bootstrap CV 89, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.580, R^2 test: 0.158 Bootstrap CV 89, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.662, R^2 test: 0.187 Bootstrap CV 89, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.647, R^2 test: 0.189 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.665 AUC Validation: 0.730, Explained Variance Score Validation: 0.236 AUC Test: 0.755, Explained Variance Score Test: 0.250 Bootstrap CV 91, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.727, R^2 test: 0.207 Bootstrap CV 91, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.790, R^2 test: 0.226 Bootstrap CV 91, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.871, R^2 test: 0.214 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.969, Explained Variance Score Train: 0.838 AUC Validation: 0.719, Explained Variance Score Validation: 0.240 AUC Test: 0.738, Explained Variance Score Test: 0.243 Bootstrap CV 93, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.690, R^2 test: 0.312 Bootstrap CV 93, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.863, R^2 test: 0.351 Bootstrap CV 93, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.916, R^2 test: 0.307 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.983, Explained Variance Score Train: 0.856 AUC Validation: 0.836, Explained Variance Score Validation: 0.339 AUC Test: 0.708, Explained Variance Score Test: 0.240 Bootstrap CV 90, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.716, R^2 test: 0.253 Bootstrap CV 90, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.802, R^2 test: 0.277 Bootstrap CV 90, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.818, R^2 test: 0.267 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.969, Explained Variance Score Train: 0.806 AUC Validation: 0.684, Explained Variance Score Validation: 0.276 AUC Test: 0.741, Explained Variance Score Test: 0.263 Bootstrap CV 83, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.727, R^2 test: 0.227 Bootstrap CV 83, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.764, R^2 test: 0.224 Bootstrap CV 83, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.807, R^2 test: 0.237 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.969, Explained Variance Score Train: 0.759 AUC Validation: 0.709, Explained Variance Score Validation: 0.240 AUC Test: 0.773, Explained Variance Score Test: 0.283 Bootstrap CV 86, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.642, R^2 test: 0.236 Bootstrap CV 86, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.699, R^2 test: 0.255 Bootstrap CV 86, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.737, R^2 test: 0.212 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.966, Explained Variance Score Train: 0.717 AUC Validation: 0.736, Explained Variance Score Validation: 0.324 AUC Test: 0.748, Explained Variance Score Test: 0.244 Bootstrap CV 94, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.768, R^2 test: 0.101 Bootstrap CV 94, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.794, R^2 test: 0.113 Bootstrap CV 94, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.862, R^2 test: 0.084 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.991, Explained Variance Score Train: 0.932 AUC Validation: 0.672, Explained Variance Score Validation: 0.100 AUC Test: 0.744, Explained Variance Score Test: 0.267 Running batch 7 of 7 with 4 nodes Bootstrap CV 96, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.836, R^2 test: 0.087 Bootstrap CV 96, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.912, R^2 test: 0.088 Bootstrap CV 96, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.914, R^2 test: 0.114 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.978, Explained Variance Score Train: 0.853 AUC Validation: 0.662, Explained Variance Score Validation: 0.071 AUC Test: 0.769, Explained Variance Score Test: 0.279 Bootstrap CV 99, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.610, R^2 test: 0.147 Bootstrap CV 99, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.675, R^2 test: 0.169 Bootstrap CV 99, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.683, R^2 test: 0.171 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.980, Explained Variance Score Train: 0.691 AUC Validation: 0.683, Explained Variance Score Validation: 0.225 AUC Test: 0.732, Explained Variance Score Test: 0.239 Bootstrap CV 98, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.677, R^2 test: 0.125 Bootstrap CV 98, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.818, R^2 test: 0.093 Bootstrap CV 98, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.869, R^2 test: 0.116 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.998, Explained Variance Score Train: 0.816 AUC Validation: 0.726, Explained Variance Score Validation: 0.140 AUC Test: 0.738, Explained Variance Score Test: 0.291 Bootstrap CV 97, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.702, R^2 test: 0.246 Bootstrap CV 97, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.777, R^2 test: 0.273 Bootstrap CV 97, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.781, R^2 test: 0.260 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.987, Explained Variance Score Train: 0.819 AUC Validation: 0.810, Explained Variance Score Validation: 0.296 AUC Test: 0.707, Explained Variance Score Test: 0.200 total Variables 858 and total subjects: 1751 ->AUC validation: 0.741 95% CI: [0.729 , 0.753] ->AUC test: 0.746 95% CI: [0.743 , 0.750] ->R^2 validation: 0.217 95% CI: [0.201 , 0.232] ->R^2 test: 0.259 95% CI: [0.253 , 0.264] ->Explained Variance validation: 0.200 95% CI: [0.184 , 0.217] ->Explained Variance test: 0.246 95% CI: [0.241 , 0.252] Test set metrics: @threshold:1.961, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:1.520, sens:0.036, spec:1.000, ppv:1.000, acc:0.771, f1:0.070, mcc:0.000, total+:3, total-:347 @threshold:1.462, sens:0.048, spec:1.000, ppv:1.000, acc:0.774, f1:0.092, mcc:0.000, total+:4, total-:346 @threshold:1.301, sens:0.072, spec:0.996, ppv:0.857, acc:0.777, f1:0.133, mcc:0.237, total+:7, total-:343 @threshold:1.259, sens:0.084, spec:0.996, ppv:0.875, acc:0.780, f1:0.154, mcc:0.261, total+:8, total-:342 @threshold:1.176, sens:0.084, spec:0.993, ppv:0.778, acc:0.777, f1:0.152, mcc:0.118, total+:9, total-:341 @threshold:1.167, sens:0.096, spec:0.993, ppv:0.800, acc:0.780, f1:0.172, mcc:0.129, total+:10, total-:340 @threshold:0.968, sens:0.108, spec:0.989, ppv:0.750, acc:0.780, f1:0.189, mcc:0.086, total+:12, total-:338 @threshold:0.958, sens:0.120, spec:0.989, ppv:0.769, acc:0.783, f1:0.208, mcc:0.093, total+:13, total-:337 @threshold:0.917, sens:0.120, spec:0.985, ppv:0.714, acc:0.780, f1:0.206, mcc:0.065, total+:14, total-:336 @threshold:0.888, sens:0.133, spec:0.985, ppv:0.733, acc:0.783, f1:0.224, mcc:0.070, total+:15, total-:335 @threshold:0.756, sens:0.145, spec:0.981, ppv:0.706, acc:0.783, f1:0.240, mcc:0.057, total+:17, total-:333 @threshold:0.733, sens:0.157, spec:0.981, ppv:0.722, acc:0.786, f1:0.257, mcc:0.060, total+:18, total-:332 @threshold:0.583, sens:0.181, spec:0.978, ppv:0.714, acc:0.789, f1:0.288, mcc:0.054, total+:21, total-:329 @threshold:0.533, sens:0.193, spec:0.963, ppv:0.615, acc:0.780, f1:0.294, mcc:0.029, total+:26, total-:324 @threshold:0.532, sens:0.193, spec:0.959, ppv:0.593, acc:0.777, f1:0.291, mcc:0.025, total+:27, total-:323 @threshold:0.522, sens:0.205, spec:0.959, ppv:0.607, acc:0.780, f1:0.306, mcc:0.027, total+:28, total-:322 @threshold:0.522, sens:0.205, spec:0.955, ppv:0.586, acc:0.777, f1:0.304, mcc:0.024, total+:29, total-:321 @threshold:0.431, sens:0.217, spec:0.940, ppv:0.529, acc:0.769, f1:0.308, mcc:0.016, total+:34, total-:316 @threshold:0.425, sens:0.229, spec:0.936, ppv:0.528, acc:0.769, f1:0.319, mcc:0.016, total+:36, total-:314 @threshold:0.370, sens:0.241, spec:0.929, ppv:0.513, acc:0.766, f1:0.328, mcc:0.014, total+:39, total-:311 @threshold:0.330, sens:0.289, spec:0.925, ppv:0.545, acc:0.774, f1:0.378, mcc:0.016, total+:44, total-:306 @threshold:0.313, sens:0.301, spec:0.925, ppv:0.556, acc:0.777, f1:0.391, mcc:0.017, total+:45, total-:305 @threshold:0.301, sens:0.313, spec:0.921, ppv:0.553, acc:0.777, f1:0.400, mcc:0.016, total+:47, total-:303 @threshold:0.298, sens:0.325, spec:0.921, ppv:0.562, acc:0.780, f1:0.412, mcc:0.017, total+:48, total-:302 @threshold:0.296, sens:0.325, spec:0.918, ppv:0.551, acc:0.777, f1:0.409, mcc:0.016, total+:49, total-:301 @threshold:0.270, sens:0.337, spec:0.899, ppv:0.509, acc:0.766, f1:0.406, mcc:0.012, total+:55, total-:295 @threshold:0.263, sens:0.337, spec:0.895, ppv:0.500, acc:0.763, f1:0.403, mcc:0.011, total+:56, total-:294 @threshold:0.253, sens:0.349, spec:0.895, ppv:0.509, acc:0.766, f1:0.414, mcc:0.012, total+:57, total-:293 @threshold:0.238, sens:0.349, spec:0.891, ppv:0.500, acc:0.763, f1:0.411, mcc:0.011, total+:58, total-:292 @threshold:0.208, sens:0.361, spec:0.888, ppv:0.500, acc:0.763, f1:0.420, mcc:0.011, total+:60, total-:290 @threshold:0.202, sens:0.386, spec:0.884, ppv:0.508, acc:0.766, f1:0.438, mcc:0.011, total+:63, total-:287 @threshold:0.185, sens:0.398, spec:0.869, ppv:0.485, acc:0.757, f1:0.437, mcc:0.010, total+:68, total-:282 @threshold:0.177, sens:0.398, spec:0.865, ppv:0.478, acc:0.754, f1:0.434, mcc:0.009, total+:69, total-:281 @threshold:0.162, sens:0.410, spec:0.861, ppv:0.479, acc:0.754, f1:0.442, mcc:0.009, total+:71, total-:279 @threshold:0.157, sens:0.422, spec:0.858, ppv:0.479, acc:0.754, f1:0.449, mcc:0.009, total+:73, total-:277 @threshold:0.127, sens:0.434, spec:0.828, ppv:0.439, acc:0.734, f1:0.436, mcc:0.007, total+:82, total-:268 @threshold:0.117, sens:0.434, spec:0.824, ppv:0.434, acc:0.731, f1:0.434, mcc:0.007, total+:83, total-:267 @threshold:0.029, sens:0.446, spec:0.779, ppv:0.385, acc:0.700, f1:0.413, mcc:0.005, total+:96, total-:254 @threshold:0.026, sens:0.446, spec:0.775, ppv:0.381, acc:0.697, f1:0.411, mcc:0.004, total+:97, total-:253 @threshold:0.023, sens:0.458, spec:0.772, ppv:0.384, acc:0.697, f1:0.418, mcc:0.004, total+:99, total-:251 @threshold:0.018, sens:0.458, spec:0.768, ppv:0.380, acc:0.694, f1:0.415, mcc:0.004, total+:100, total-:250 @threshold:0.005, sens:0.470, spec:0.760, ppv:0.379, acc:0.691, f1:0.419, mcc:0.004, total+:103, total-:247 @threshold:-0.027, sens:0.506, spec:0.757, ppv:0.393, acc:0.697, f1:0.442, mcc:0.005, total+:107, total-:243 @threshold:-0.044, sens:0.518, spec:0.757, ppv:0.398, acc:0.700, f1:0.450, mcc:0.005, total+:108, total-:242 @threshold:-0.053, sens:0.530, spec:0.753, ppv:0.400, acc:0.700, f1:0.456, mcc:0.005, total+:110, total-:240 @threshold:-0.056, sens:0.542, spec:0.749, ppv:0.402, acc:0.700, f1:0.462, mcc:0.005, total+:112, total-:238 @threshold:-0.056, sens:0.542, spec:0.745, ppv:0.398, acc:0.697, f1:0.459, mcc:0.005, total+:113, total-:237 @threshold:-0.067, sens:0.554, spec:0.730, ppv:0.390, acc:0.689, f1:0.458, mcc:0.005, total+:118, total-:232 @threshold:-0.073, sens:0.566, spec:0.727, ppv:0.392, acc:0.689, f1:0.463, mcc:0.005, total+:120, total-:230 @threshold:-0.082, sens:0.578, spec:0.715, ppv:0.387, acc:0.683, f1:0.464, mcc:0.004, total+:124, total-:226 @threshold:-0.092, sens:0.602, spec:0.712, ppv:0.394, acc:0.686, f1:0.476, mcc:0.005, total+:127, total-:223 @threshold:-0.115, sens:0.614, spec:0.693, ppv:0.383, acc:0.674, f1:0.472, mcc:0.004, total+:133, total-:217 @threshold:-0.118, sens:0.639, spec:0.689, ppv:0.390, acc:0.677, f1:0.484, mcc:0.004, total+:136, total-:214 @threshold:-0.125, sens:0.651, spec:0.685, ppv:0.391, acc:0.677, f1:0.489, mcc:0.005, total+:138, total-:212 @threshold:-0.131, sens:0.663, spec:0.682, ppv:0.393, acc:0.677, f1:0.493, mcc:0.005, total+:140, total-:210 @threshold:-0.155, sens:0.675, spec:0.667, ppv:0.386, acc:0.669, f1:0.491, mcc:0.004, total+:145, total-:205 @threshold:-0.158, sens:0.675, spec:0.663, ppv:0.384, acc:0.666, f1:0.489, mcc:0.004, total+:146, total-:204 @threshold:-0.160, sens:0.687, spec:0.663, ppv:0.388, acc:0.669, f1:0.496, mcc:0.004, total+:147, total-:203 @threshold:-0.160, sens:0.687, spec:0.659, ppv:0.385, acc:0.666, f1:0.494, mcc:0.004, total+:148, total-:202 @threshold:-0.177, sens:0.699, spec:0.655, ppv:0.387, acc:0.666, f1:0.498, mcc:0.004, total+:150, total-:200 @threshold:-0.184, sens:0.699, spec:0.652, ppv:0.384, acc:0.663, f1:0.496, mcc:0.004, total+:151, total-:199 @threshold:-0.194, sens:0.711, spec:0.637, ppv:0.378, acc:0.654, f1:0.494, mcc:0.004, total+:156, total-:194 @threshold:-0.195, sens:0.711, spec:0.633, ppv:0.376, acc:0.651, f1:0.492, mcc:0.004, total+:157, total-:193 @threshold:-0.207, sens:0.723, spec:0.614, ppv:0.368, acc:0.640, f1:0.488, mcc:0.004, total+:163, total-:187 @threshold:-0.218, sens:0.759, spec:0.610, ppv:0.377, acc:0.646, f1:0.504, mcc:0.004, total+:167, total-:183 @threshold:-0.224, sens:0.771, spec:0.610, ppv:0.381, acc:0.649, f1:0.510, mcc:0.004, total+:168, total-:182 @threshold:-0.226, sens:0.771, spec:0.607, ppv:0.379, acc:0.646, f1:0.508, mcc:0.004, total+:169, total-:181 @threshold:-0.233, sens:0.783, spec:0.599, ppv:0.378, acc:0.643, f1:0.510, mcc:0.004, total+:172, total-:178 @threshold:-0.234, sens:0.783, spec:0.596, ppv:0.376, acc:0.640, f1:0.508, mcc:0.004, total+:173, total-:177 @threshold:-0.246, sens:0.795, spec:0.592, ppv:0.377, acc:0.640, f1:0.512, mcc:0.004, total+:175, total-:175 @threshold:-0.254, sens:0.807, spec:0.588, ppv:0.379, acc:0.640, f1:0.515, mcc:0.004, total+:177, total-:173 @threshold:-0.257, sens:0.819, spec:0.588, ppv:0.382, acc:0.643, f1:0.521, mcc:0.004, total+:178, total-:172 @threshold:-0.260, sens:0.819, spec:0.584, ppv:0.380, acc:0.640, f1:0.519, mcc:0.004, total+:179, total-:171 @threshold:-0.265, sens:0.831, spec:0.577, ppv:0.379, acc:0.637, f1:0.521, mcc:0.004, total+:182, total-:168 @threshold:-0.273, sens:0.831, spec:0.573, ppv:0.377, acc:0.634, f1:0.519, mcc:0.004, total+:183, total-:167 @threshold:-0.306, sens:0.843, spec:0.536, ppv:0.361, acc:0.609, f1:0.505, mcc:0.004, total+:194, total-:156 @threshold:-0.308, sens:0.843, spec:0.532, ppv:0.359, acc:0.606, f1:0.504, mcc:0.004, total+:195, total-:155 @threshold:-0.324, sens:0.855, spec:0.524, ppv:0.359, acc:0.603, f1:0.505, mcc:0.004, total+:198, total-:152 @threshold:-0.328, sens:0.855, spec:0.521, ppv:0.357, acc:0.600, f1:0.504, mcc:0.004, total+:199, total-:151 @threshold:-0.372, sens:0.867, spec:0.468, ppv:0.336, acc:0.563, f1:0.485, mcc:0.003, total+:214, total-:136 @threshold:-0.372, sens:0.867, spec:0.464, ppv:0.335, acc:0.560, f1:0.483, mcc:0.003, total+:215, total-:135 @threshold:-0.395, sens:0.880, spec:0.423, ppv:0.322, acc:0.531, f1:0.471, mcc:0.003, total+:227, total-:123 @threshold:-0.396, sens:0.880, spec:0.419, ppv:0.320, acc:0.529, f1:0.469, mcc:0.003, total+:228, total-:122 @threshold:-0.398, sens:0.892, spec:0.419, ppv:0.323, acc:0.531, f1:0.474, mcc:0.003, total+:229, total-:121 @threshold:-0.409, sens:0.892, spec:0.416, ppv:0.322, acc:0.529, f1:0.473, mcc:0.003, total+:230, total-:120 @threshold:-0.420, sens:0.904, spec:0.404, ppv:0.321, acc:0.523, f1:0.473, mcc:0.003, total+:234, total-:116 @threshold:-0.429, sens:0.928, spec:0.401, ppv:0.325, acc:0.526, f1:0.481, mcc:0.003, total+:237, total-:113 @threshold:-0.432, sens:0.940, spec:0.397, ppv:0.326, acc:0.526, f1:0.484, mcc:0.003, total+:239, total-:111 @threshold:-0.432, sens:0.940, spec:0.393, ppv:0.325, acc:0.523, f1:0.483, mcc:0.003, total+:240, total-:110 @threshold:-0.468, sens:0.952, spec:0.337, ppv:0.309, acc:0.483, f1:0.466, mcc:0.003, total+:256, total-:94 @threshold:-0.478, sens:0.952, spec:0.333, ppv:0.307, acc:0.480, f1:0.465, mcc:0.003, total+:257, total-:93 @threshold:-0.521, sens:0.964, spec:0.277, ppv:0.293, acc:0.440, f1:0.449, mcc:0.002, total+:273, total-:77 @threshold:-0.521, sens:0.964, spec:0.273, ppv:0.292, acc:0.437, f1:0.448, mcc:0.002, total+:274, total-:76 @threshold:-0.694, sens:0.976, spec:0.146, ppv:0.262, acc:0.343, f1:0.413, mcc:0.002, total+:309, total-:41 @threshold:-0.701, sens:0.976, spec:0.142, ppv:0.261, acc:0.340, f1:0.412, mcc:0.002, total+:310, total-:40 @threshold:-0.786, sens:0.988, spec:0.079, ppv:0.250, acc:0.294, f1:0.399, mcc:0.002, total+:328, total-:22 @threshold:-0.791, sens:0.988, spec:0.075, ppv:0.249, acc:0.291, f1:0.398, mcc:0.002, total+:329, total-:21 @threshold:-1.073, sens:1.000, spec:0.004, ppv:0.238, acc:0.240, f1:0.384, mcc:0.002, total+:349, total-:1 * Vital: BMI-latest | coef 0.012 95% CI: [0.011 , 0.014] | OR_adj 1.013 [1.011 1.014] | occ: 1672 | OR_unadj: 4.483 [3.496 5.747] | indivs AUC:0.731 Correlated most with: Diagnosis:9ccs95:Oth nerv dx:-0.085 Diagnosis:9ccs128:Asthma:0.083 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.078 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.075 Maternal Maternal Lab History: WBC-otherPregnancy:0.074 Maternal Maternal Lab History: IRON-postPregnancy:-0.073 Maternal Vital: Wt-postPregnancy:0.071 Diagnosis:9ccs138:Esophgeal dx:-0.071 Maternal Diagnosis:9ccs5:HIV infectn:-0.070 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.069 * Vital: BMI-avg16to19 | coef 0.009 95% CI: [0.008 , 0.010] | OR_adj 1.009 [1.008 1.010] | occ: 1293 | OR_unadj: 3.189 [2.527 4.025] | indivs AUC:0.723 Correlated most with: Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.090 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.076 Maternal Maternal Lab History: WBC-otherPregnancy:0.076 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.069 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.066 Newborn Diagnosis:9ccs191:Amnios dx:0.066 Maternal Maternal Lab History: CREATININE-postPregnancy:0.064 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.064 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.063 Maternal Maternal Lab History: RUBELLA-postPregnancy:0.063 Vital: Temp-avg1to3 | coef 0.008 95% CI: [0.006 , 0.010] | OR_adj 1.008 [1.006 1.010] | occ: 1377 | OR_unadj: 1.065 [0.826 1.373] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs257:Ot aftercare:-0.106 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:-0.100 Diagnosis:9ccs7:Viral infect:-0.100 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.093 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:-0.090 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.089 Diagnosis:9ccs134:Ot uppr resp:0.086 Diagnosis:9ccs10:Immuniz/scrn:-0.086 Maternal Maternal Procedure History:99000-otherPregnancy:0.078 Maternal Maternal Lab History: LDL-postPregnancy:-0.074 Vital: Temp-avg10to13 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1421 | OR_unadj: 1.209 [0.963 1.519] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs92:Otitis media:0.139 Diagnosis:9ccs126:Ot up rsp in:0.109 Number of Visits:0.096 Diagnosis:9ccs154:Gastroent:-0.081 Newborn Diagnosis:9ccs223:Birth trauma:0.067 Diagnosis:9ccs124:Tonsillitis:0.064 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.063 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.063 Maternal Maternal Lab History: RDW-otherPregnancy:0.063 Diagnosis:9ccs4:Mycoses:0.062 Vital: Temp-avg13to16 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.010] | occ: 1321 | OR_unadj: 1.104 [0.599 2.033] | indivs AUC:0.549 Correlated most with: Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.344 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.267 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.234 Number of Visits:-0.231 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.183 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:-0.182 Diagnosis:9ccs255:Social admin:-0.178 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.173 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.172 Diagnosis:9ccs126:Ot up rsp in:-0.170 * Vital: Wt for Length ZScore-gain3to7 | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 1470 | OR_unadj: 1.423 [1.134 1.786] | indivs AUC:0.554 Correlated most with: Number of Visits:0.099 Maternal Maternal Lab History: SODIUM-postPregnancy:-0.082 Diagnosis:9ccs125:Bronchitis:0.068 Maternal Maternal Lab History: APTT-postPregnancy:-0.066 Maternal Diagnosis:9ccs159:UTI:0.061 Diagnosis:9ccs258:Other screen:0.060 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.058 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.057 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.057 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.055 Vital: Wt for Length ZScore-gain1to5 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1421 | OR_unadj: 1.022 [0.812 1.287] | indivs AUC:0.481 Correlated most with: Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.104 Maternal Diagnosis:9ccs184:Early labor:0.098 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.087 Maternal Diagnosis:9ccs185:Long pregncy:-0.081 Maternal Vital: Ht-postPregnancy:-0.081 Diagnosis:9ccs198:Ot infl skin:-0.081 Newborn Diagnosis:9ccs221:Resp distres:0.081 Newborn Diagnosis:9ccs219:Low birth wt:0.080 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.079 Diagnosis:9ccs59:Anemia:0.076 Vital: Temp-avg5to7 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1371 | OR_unadj: 1.070 [0.850 1.347] | indivs AUC:0.527 Correlated most with: Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:-0.214 Maternal Maternal Procedure History:97001-postPregnancy:-0.191 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.154 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.150 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:-0.106 Maternal Maternal Procedure History:97110-postPregnancy:-0.100 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.088 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.086 Diagnosis:9ccs122:Pneumonia:0.081 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:0.074 * Vital: BMI-avg13to16 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 1283 | OR_unadj: 2.266 [1.799 2.852] | indivs AUC:0.652 Correlated most with: Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.086 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.085 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.075 Maternal Diagnosis:9ccs188:Pelvic obstr:0.075 Diagnosis:9ccs143:Abdom hernia:0.075 Maternal Maternal Lab History: APF MoM-postPregnancy:-0.075 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.073 MatDeliveryAge:-0.071 Maternal Maternal Lab History: MCH-postPregnancy:-0.070 Diagnosis:9ccs128:Asthma:0.069 * Vital: Wt-avg0to1 | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1356 | OR_unadj: 1.489 [1.184 1.873] | indivs AUC:0.573 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.352 Maternal Diagnosis:9ccs184:Early labor:-0.345 Diagnosis:9ccs219:Low birth wt:-0.282 Maternal Diagnosis:9ccs185:Long pregncy:0.261 Maternal Diagnosis:9ccs183:HTN in preg:-0.159 Lab:297262 HEMOGLOBIN (HEMOCUE):0.131 Newborn Diagnosis:9ccs221:Resp distres:-0.123 Newborn Diagnosis:9ccs222:Perint jaund:-0.114 Maternal Diagnosis:9ccs190:Fetal distrs:0.110 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.106 * Vital: Wt for Length ZScore-avg3to5 | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1321 | OR_unadj: 1.681 [1.337 2.114] | indivs AUC:0.639 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.103 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.087 Maternal Maternal Lab History: MCH-postPregnancy:-0.086 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.082 Maternal Vital: Ht-postPregnancy:-0.078 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.074 Maternal Maternal Lab History: MCV-postPregnancy:-0.072 Diagnosis:9ccs59:Anemia:0.070 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.069 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.066 Vital: Temp-avg0to1 | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1328 | OR_unadj: 1.360 [0.970 1.906] | indivs AUC:0.573 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.159 Diagnosis:9ccs255:Social admin:-0.118 Diagnosis:9ccs95:Oth nerv dx:-0.116 Diagnosis:9ccs76:Meningitis:-0.098 Diagnosis:9ccs7:Viral infect:-0.093 Diagnosis:9ccs166:Oth male gen:-0.083 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.079 Diagnosis:9ccs198:Ot infl skin:-0.076 Diagnosis:9ccs257:Ot aftercare:-0.074 Diagnosis:9ccs125:Bronchitis:-0.071 Vital: Temp-avg16to19 | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1323 | OR_unadj: 0.807 [0.561 1.162] | indivs AUC:0.512 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.158 Diagnosis:9ccs255:Social admin:-0.148 Number of Visits:-0.135 Diagnosis:9ccs239:Superfic inj:-0.112 Diagnosis:9ccs126:Ot up rsp in:-0.111 Diagnosis:9ccs240:Burns:-0.093 Diagnosis:9ccs257:Ot aftercare:-0.092 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.092 Diagnosis:9ccs258:Other screen:-0.086 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.083 Number of Visits | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1696 | OR_unadj: 0.956 [0.759 1.205] | indivs AUC:0.444 Correlated most with: Number of Visits:1.000 Diagnosis:9ccs126:Ot up rsp in:0.440 Diagnosis:9ccs7:Viral infect:0.408 Diagnosis:9ccs92:Otitis media:0.404 Diagnosis:9ccs257:Ot aftercare:0.371 Diagnosis:9ccs155:Other GI dx:0.323 Diagnosis:9ccs133:Oth low resp:0.321 Diagnosis:9ccs128:Asthma:0.320 Diagnosis:9ccs253:Allergy:0.299 Diagnosis:9ccs135:Intest infct:0.295 * Vital: Wt for Length ZScore-avg1to3 | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1377 | OR_unadj: 1.349 [1.074 1.693] | indivs AUC:0.564 Correlated most with: Number of Visits:-0.081 Diagnosis:9ccs138:Esophgeal dx:-0.081 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.079 Maternal Maternal Lab History: SODIUM-postPregnancy:0.075 Maternal Maternal Lab History: PATIENT-postPregnancy:0.074 Maternal Maternal Lab History: MCH-postPregnancy:-0.073 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.073 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.073 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.070 Maternal Vital: RR-otherPregnancy:-0.069 * Vital: Wt for Length ZScore-avg19to24 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1392 | OR_unadj: 4.002 [3.155 5.076] | indivs AUC:0.774 Correlated most with: Maternal Vital: Wt-postPregnancy:0.103 Maternal Diagnosis:9ccs185:Long pregncy:0.083 Maternal Maternal Lab History: WBC-otherPregnancy:0.081 Diagnosis:9ccs128:Asthma:0.079 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.077 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.076 Maternal Diagnosis:9ccs184:Early labor:-0.071 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.067 Diagnosis:9ccs246:FUO:0.066 Diagnosis:9ccs138:Esophgeal dx:-0.065 Vital: Wt for Length ZScore-gain5to10 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1486 | OR_unadj: 1.088 [0.866 1.367] | indivs AUC:0.520 Correlated most with: Diagnosis:9ccs123:Influenza:0.095 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.076 Maternal Maternal Lab History: AMYLASE-postPregnancy:-0.075 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.071 Maternal Maternal Lab History: IRON-postPregnancy:0.065 Maternal Diagnosis:9ccs187:Malposition:-0.064 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.063 Maternal Maternal Lab History: RBC-postPregnancy:-0.061 Lab:292495 LEAD LEVEL - Sunrise:0.059 Maternal Maternal Lab History: ALT-postPregnancy:-0.059 * Vital: BMI-gain0to3 | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1416 | OR_unadj: 1.282 [1.019 1.613] | indivs AUC:0.549 Correlated most with: Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.095 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:-0.090 Maternal Maternal Lab History: FASTING-otherPregnancy:0.088 Maternal Maternal Lab History: PTT-postPregnancy:-0.084 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.081 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.078 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.078 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.076 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.074 Maternal Maternal Procedure History:96372-postPregnancy:0.072 Vital: BMI-gain1to5 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1461 | OR_unadj: 0.988 [0.787 1.241] | indivs AUC:0.502 Correlated most with: Number of Visits:0.153 Diagnosis:9ccs126:Ot up rsp in:0.121 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.116 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.095 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.089 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.084 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.081 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.081 Maternal Diagnosis:9ccs184:Early labor:0.078 Diagnosis:9ccs257:Ot aftercare:0.076 Vital: Wt-gain1to5 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1472 | OR_unadj: 0.993 [0.790 1.247] | indivs AUC:0.522 Correlated most with: Number of Visits:0.182 Diagnosis:9ccs126:Ot up rsp in:0.129 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.107 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.095 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.095 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.091 Diagnosis:9ccs257:Ot aftercare:0.090 Lab:297275 STREP RAPID TEST (POCT):-0.085 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.082 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.082 Vital: Wt-gain5to10 | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1472 | OR_unadj: 1.156 [0.922 1.450] | indivs AUC:0.577 Correlated most with: Maternal Maternal Lab History: PTT-otherPregnancy:-0.090 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.084 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.081 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.080 Maternal Maternal Lab History: AST-otherPregnancy:0.078 Diagnosis:9ccs259:Unclassified:-0.076 Maternal Maternal Lab History: MPV-postPregnancy:0.075 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.073 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.071 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:-0.071 * Vital: Wt-latest | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1677 | OR_unadj: 4.020 [3.127 5.168] | indivs AUC:0.703 Correlated most with: Number of Visits:0.362 Diagnosis:9ccs126:Ot up rsp in:0.282 Diagnosis:9ccs92:Otitis media:0.237 Diagnosis:9ccs10:Immuniz/scrn:0.219 Diagnosis:9ccs128:Asthma:0.149 Diagnosis:9ccs257:Ot aftercare:0.137 Diagnosis:9ccs7:Viral infect:0.137 Diagnosis:9ccs125:Bronchitis:0.134 Diagnosis:9ccs135:Intest infct:0.133 Diagnosis:9ccs122:Pneumonia:0.116 * Vital: Ht Percentile-latest | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1058 | OR_unadj: 1.698 [1.338 2.155] | indivs AUC:0.611 Correlated most with: Maternal Vital: Ht-postPregnancy:0.140 Maternal Diagnosis:9ccs185:Long pregncy:0.089 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.085 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.077 Maternal Vital: Ht-otherPregnancy:0.074 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.073 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.072 Diagnosis:9ccs59:Anemia:-0.070 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:0.069 Maternal Diagnosis:9ccs155:Other GI dx:0.066 * Vital: BMI-avg10to13 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1400 | OR_unadj: 2.301 [1.830 2.895] | indivs AUC:0.648 Correlated most with: Diagnosis:9ccs128:Asthma:0.101 Newborn Diagnosis:9ccs191:Amnios dx:0.094 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.091 Diagnosis:9ccs246:FUO:-0.079 MatDeliveryAge:-0.077 Maternal Maternal Procedure History:86580-otherPregnancy:-0.075 Diagnosis:9ccs95:Oth nerv dx:-0.071 Diagnosis:9ccs143:Abdom hernia:0.068 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.067 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.065 * Vital: Wt-gain0to3 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1425 | OR_unadj: 1.462 [1.162 1.839] | indivs AUC:0.534 Correlated most with: Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.091 Maternal Maternal Procedure History:99000-otherPregnancy:-0.082 Maternal Maternal Lab History: FREE T3-postPregnancy:0.078 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.076 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.071 Maternal Maternal Lab History: FASTING-otherPregnancy:0.068 Maternal Maternal Lab History: PTT-postPregnancy:-0.068 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.067 Diagnosis:9ccs216:Nerv cong an:-0.067 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.066 Vital: Wt for Length ZScore-gain7to13 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1479 | OR_unadj: 1.133 [0.902 1.422] | indivs AUC:0.580 Correlated most with: Maternal Vital: Wt Change-postPregnancy:-0.087 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.075 Diagnosis:9ccs138:Esophgeal dx:0.070 Newborn Diagnosis:9ccs218:Liveborn:-0.068 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.066 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.059 Diagnosis:9ccs258:Other screen:-0.059 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:-0.058 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.058 Newborn Diagnosis:9ccs0:No DX:0.057 Vital: Temp-avg3to5 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1345 | OR_unadj: 1.059 [0.839 1.337] | indivs AUC:0.533 Correlated most with: Maternal Maternal Procedure History:99000-otherPregnancy:0.085 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.083 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:-0.083 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.078 Diagnosis:9ccs7:Viral infect:-0.078 Maternal Vital: BMI-otherPregnancy:0.074 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.073 Maternal Vital: Wt-otherPregnancy:0.073 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.069 Diagnosis:9ccs155:Other GI dx:0.068 * Vital: Wt-avg1to3 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1388 | OR_unadj: 1.947 [1.549 2.448] | indivs AUC:0.580 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.301 Maternal Diagnosis:9ccs184:Early labor:-0.294 Diagnosis:9ccs219:Low birth wt:-0.233 Maternal Diagnosis:9ccs185:Long pregncy:0.167 Newborn Diagnosis:9ccs221:Resp distres:-0.122 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117 Newborn Diagnosis:9ccs222:Perint jaund:-0.116 Newborn Diagnosis:9ccs253:Allergy:-0.104 Lab:297262 HEMOGLOBIN (HEMOCUE):0.103 Maternal Diagnosis:9ccs183:HTN in preg:-0.096 * Vital: Wt-gain16to24 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1468 | OR_unadj: 1.821 [1.385 2.394] | indivs AUC:0.589 Correlated most with: Number of Visits:-0.109 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.082 Diagnosis:9ccs126:Ot up rsp in:-0.074 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.073 Maternal Diagnosis:9ccs183:HTN in preg:0.071 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.070 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.068 Maternal Diagnosis:9ccs61:Sickle cell:0.065 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.063 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.063 * Vital: Wt Change-latest | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 987 | OR_unadj: 1.430 [1.090 1.874] | indivs AUC:0.584 Correlated most with: Number of Visits:-0.196 Diagnosis:9ccs92:Otitis media:-0.156 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.155 Diagnosis:9ccs257:Ot aftercare:-0.152 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.124 Diagnosis:9ccs126:Ot up rsp in:-0.121 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.117 Diagnosis:9ccs7:Viral infect:-0.112 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:-0.108 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.108 * Vital: Wt Percentile-latest | coef 0.006 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.006] | occ: 1034 | OR_unadj: 2.653 [2.104 3.345] | indivs AUC:0.695 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.096 Maternal Maternal Lab History: IRON-postPregnancy:-0.096 Diagnosis:9ccs128:Asthma:0.091 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:-0.084 Maternal Vital: Wt-postPregnancy:0.083 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.075 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.070 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.070 Diagnosis:9ccs136:Teeth dx:-0.070 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.069 Vital: HR-latest | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1040 | OR_unadj: 1.213 [0.939 1.565] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.095 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.087 Number of Visits:-0.082 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.069 Maternal Maternal Procedure History:58300-postPregnancy:-0.067 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.066 Diagnosis:9ccs124:Tonsillitis:-0.063 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.063 Diagnosis:9ccs127:COPD:-0.063 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.062 * Vital: BMI-avg1to3 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1370 | OR_unadj: 1.693 [1.347 2.129] | indivs AUC:0.604 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.155 Maternal Diagnosis:9ccs184:Early labor:-0.147 Diagnosis:9ccs219:Low birth wt:-0.133 Diagnosis:9ccs64:Ot hematl dx:0.098 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.092 Diagnosis:9ccs138:Esophgeal dx:-0.091 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.083 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.080 Maternal Diagnosis:9ccs185:Long pregncy:0.080 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.077 * Vital: Ht-gain1to5 | coef 0.006 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.006] | occ: 1460 | OR_unadj: 0.762 [0.607 0.957] | indivs AUC:0.454 Correlated most with: Number of Visits:0.145 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.117 Diagnosis:9ccs126:Ot up rsp in:0.115 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.102 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.097 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.097 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.085 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.085 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.084 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.082 * Vital: BMI-avg0to1 | coef 0.006 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.007] | occ: 1349 | OR_unadj: 1.526 [1.213 1.918] | indivs AUC:0.584 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.268 Maternal Diagnosis:9ccs184:Early labor:-0.261 Diagnosis:9ccs219:Low birth wt:-0.212 Maternal Diagnosis:9ccs185:Long pregncy:0.190 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.123 Maternal Diagnosis:9ccs183:HTN in preg:-0.120 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.103 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.100 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.094 Newborn Diagnosis:9ccs221:Resp distres:-0.094 * Vital: Wt-gain13to19 | coef 0.006 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.006] | occ: 1448 | OR_unadj: 1.720 [1.369 2.161] | indivs AUC:0.588 Correlated most with: Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.070 Maternal Diagnosis:9ccs183:HTN in preg:-0.065 Diagnosis:9ccs243:Poisn nonmed:0.065 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:0.063 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.063 Maternal Vital: RR-otherPregnancy:-0.062 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.062 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.059 Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:-0.056 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.055 Vital: Ht-gain3to7 | coef 0.006 95% CI: [0.003 , 0.008] | OR_adj 1.006 [1.003 1.008] | occ: 1460 | OR_unadj: 1.123 [0.894 1.411] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs127:COPD:0.093 Maternal Vital: BMI Percentile-postPregnancy:0.090 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.081 Diagnosis:9ccs92:Otitis media:0.080 Maternal Vital: Wt-postPregnancy:0.080 Diagnosis:9ccs126:Ot up rsp in:0.078 Number of Visits:0.075 Maternal Vital: Wt-otherPregnancy:0.075 Maternal Vital: BP-otherPregnancy:0.074 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.074 * Vital: BMI-avg3to5 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1314 | OR_unadj: 1.808 [1.437 2.274] | indivs AUC:0.635 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.107 Maternal Maternal Procedure History:96372-postPregnancy:-0.100 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.093 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.088 Maternal Maternal Lab History: MCH-postPregnancy:-0.082 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.080 Maternal Maternal Lab History: FASTING-otherPregnancy:-0.078 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.076 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.074 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.074 Vital: Temp-avg19to24 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1411 | OR_unadj: 1.141 [0.859 1.515] | indivs AUC:0.484 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.128 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.127 Diagnosis:9ccs113:Late eff CVD:-0.094 Diagnosis:9ccs239:Superfic inj:-0.084 Diagnosis:9ccs10:Immuniz/scrn:-0.083 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.082 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.082 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.077 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.077 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.075 Vital: Wt for Length ZScore-gain10to16 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1500 | OR_unadj: 1.181 [0.941 1.483] | indivs AUC:0.515 Correlated most with: Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.106 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.094 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.091 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:-0.090 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.086 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.083 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.080 Maternal Maternal Lab History: NT MoM-postPregnancy:-0.077 Maternal Maternal Lab History: PTT-otherPregnancy:0.076 Maternal Maternal Lab History: HCG-otherPregnancy:-0.075 * Vital: Ht Percentile-avg16to19 | coef 0.005 95% CI: [0.003 , 0.008] | OR_adj 1.005 [1.003 1.008] | occ: 747 | OR_unadj: 1.399 [1.073 1.825] | indivs AUC:0.547 Correlated most with: Maternal Vital: Ht-postPregnancy:0.086 Maternal Maternal Procedure History:J1055-postPregnancy:-0.076 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.076 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.074 Maternal Maternal Procedure History:90772-postPregnancy:-0.074 Maternal Maternal Procedure History:59430-postPregnancy:-0.073 Diagnosis:9ccs147:Anal/rectal:0.072 Maternal Diagnosis:9ccs184:Early labor:-0.070 Maternal Vital: Ht Percentile-postPregnancy:0.070 Diagnosis:9ccs223:Birth trauma:0.069 Vital: Temp-latest | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1676 | OR_unadj: 1.157 [0.921 1.453] | indivs AUC:0.495 Correlated most with: Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.108 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.099 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.098 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.086 Diagnosis:9ccs83:Epilepsy/cnv:0.083 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.083 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.081 Diagnosis:9ccs124:Tonsillitis:0.081 Maternal Maternal Lab History: PTT-otherPregnancy:-0.080 Diagnosis:9ccs154:Gastroent:-0.079 * Vital: BMI-avg7to10 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1342 | OR_unadj: 2.069 [1.645 2.602] | indivs AUC:0.677 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.104 Diagnosis:9ccs128:Asthma:0.087 Maternal Maternal Procedure History:S9470-postPregnancy:0.087 Diagnosis:9ccs125:Bronchitis:0.084 Maternal Vital: Ht-postPregnancy:-0.083 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.077 Maternal Maternal Lab History: URINE PH-otherPregnancy:-0.077 Maternal Maternal Lab History: APTT-postPregnancy:-0.077 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.077 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.076 Vital: Temp-avg7to10 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1385 | OR_unadj: 1.015 [0.714 1.445] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.219 Diagnosis:9ccs255:Social admin:-0.172 Diagnosis:9ccs257:Ot aftercare:-0.140 Diagnosis:9ccs7:Viral infect:-0.138 Diagnosis:9ccs126:Ot up rsp in:-0.136 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.089 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.087 Diagnosis:9ccs125:Bronchitis:-0.086 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.085 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.083 * Vital: Wt-gain3to7 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1487 | OR_unadj: 1.284 [1.021 1.614] | indivs AUC:0.520 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.097 Diagnosis:9ccs92:Otitis media:0.091 Number of Visits:0.090 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:-0.086 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.084 Diagnosis:9ccs127:COPD:0.078 Maternal Vital: BP-postPregnancy:0.077 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.074 Diagnosis:9ccs212:Ot bone dx:0.073 Maternal Maternal Lab History: RBC-postPregnancy:-0.073 Vital: BMI-gain5to10 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1471 | OR_unadj: 1.143 [0.910 1.435] | indivs AUC:0.581 Correlated most with: Maternal Maternal Lab History: MPV-postPregnancy:0.101 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.090 Maternal Maternal Lab History: PTT-otherPregnancy:-0.079 Maternal Maternal Lab History: POTASSIUM-postPregnancy:0.079 Maternal Maternal Lab History: INR-postPregnancy:-0.077 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.076 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:-0.075 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.072 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.070 Maternal Maternal Lab History: AST-otherPregnancy:0.070 Vital: Wt for Length ZScore-gain13to19 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1485 | OR_unadj: 1.109 [0.884 1.392] | indivs AUC:0.507 Correlated most with: Maternal Maternal Lab History: PATIENT-postPregnancy:-0.091 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.066 Maternal Diagnosis:9ccs211:Ot conn tiss:0.066 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:-0.065 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.065 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.064 Maternal Vital: RR-otherPregnancy:0.063 Diagnosis:9ccs217:Ot cong anom:-0.063 Newborn Diagnosis:9ccs223:Birth trauma:0.062 Diagnosis:9ccs246:FUO:0.061 * Vital: Wt for Length ZScore-avg16to19 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1292 | OR_unadj: 3.143 [2.490 3.966] | indivs AUC:0.718 Correlated most with: Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.086 Maternal Maternal Lab History: WBC-otherPregnancy:0.085 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.084 Maternal Diagnosis:9ccs185:Long pregncy:0.073 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:-0.073 MatDeliveryAge:-0.071 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.071 Maternal Maternal Lab History: CREATININE-postPregnancy:0.069 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.067 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.065 * Vital: BMI-gain0to24 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1391 | OR_unadj: 4.247 [3.349 5.386] | indivs AUC:0.749 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.109 Diagnosis:9ccs58:Ot nutrit dx:0.096 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.089 Diagnosis:9ccs128:Asthma:0.085 Maternal Vital: Wt-postPregnancy:0.084 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.078 Diagnosis:9ccs95:Oth nerv dx:-0.075 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.073 Maternal Maternal Lab History: WBC-otherPregnancy:0.072 Maternal Diagnosis:9ccs185:Long pregncy:0.071 Vital: BMI-gain3to7 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1478 | OR_unadj: 1.130 [0.893 1.430] | indivs AUC:0.547 Correlated most with: Diagnosis:9ccs127:COPD:0.084 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.075 Diagnosis:9ccs222:Perint jaund:-0.075 Maternal Vital: BP-postPregnancy:0.074 Diagnosis:9ccs92:Otitis media:0.073 Maternal Vital: BP-otherPregnancy:0.072 Maternal Vital: Wt-otherPregnancy:0.072 Number of Visits:0.072 Diagnosis:9ccs212:Ot bone dx:0.071 Maternal Vital: BMI Percentile-postPregnancy:0.071 * Vital: Wt-avg7to10 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1374 | OR_unadj: 2.112 [1.680 2.657] | indivs AUC:0.618 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.117 Newborn Diagnosis:9ccs219:Low birth wt:-0.089 Maternal Maternal Procedure History:S9470-postPregnancy:0.086 Maternal Diagnosis:9ccs184:Early labor:-0.084 Maternal Diagnosis:9ccs188:Pelvic obstr:0.081 Maternal Maternal Lab History: URINE PH-otherPregnancy:-0.080 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.079 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.077 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.075 Diagnosis:9ccs128:Asthma:0.073 Vital: Wt-gain10to16 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1466 | OR_unadj: 0.865 [0.679 1.104] | indivs AUC:0.519 Correlated most with: Maternal Maternal Lab History: APTT-postPregnancy:-0.093 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.087 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.077 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.076 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.074 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.071 Diagnosis:9ccs92:Otitis media:0.070 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.069 Number of Visits:0.068 Lab:292495 LEAD LEVEL - Sunrise:0.067 MatDeliveryAge | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.529 Correlated most with: MatDeliveryAge:1.000 Maternal Diagnosis:9ccs176:Contraceptiv:0.243 Maternal Diagnosis:9ccs186:DM in preg:0.233 Maternal Diagnosis:9ccs189:Prev c-sectn:0.193 Maternal Diagnosis:9ccs195:Ot compl bir:0.147 Newborn Diagnosis:9ccs259:Unclassified:0.132 Maternal Diagnosis:9ccs49:DiabMel no c:0.121 Number of Visits:0.107 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.104 Maternal Maternal Lab History: CREATININE-postPregnancy:0.104 * Vital: Wt for Length ZScore-gain16to24 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1463 | OR_unadj: 1.409 [1.123 1.768] | indivs AUC:0.594 Correlated most with: Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.089 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.076 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.071 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.068 Maternal Maternal Lab History: FASTING-postPregnancy:0.066 Maternal Diagnosis:9ccs48:Thyroid dsor:-0.065 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.064 Maternal Vital: RR-otherPregnancy:-0.063 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.062 Diagnosis:9ccs0:No DX:-0.061 Vital: Ht-gain5to10 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1443 | OR_unadj: 1.120 [0.888 1.414] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: MPV-postPregnancy:0.102 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.086 Maternal Maternal Lab History: PTT-otherPregnancy:-0.082 Maternal Vital: BMI Percentile-postPregnancy:-0.078 Maternal Maternal Lab History: AST-otherPregnancy:0.077 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.076 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:-0.074 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.074 Maternal Maternal Lab History: POTASSIUM-postPregnancy:0.072 Maternal Vital: Wt-otherPregnancy:-0.072 * Vital: Wt-gain7to13 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1496 | OR_unadj: 1.701 [1.338 2.162] | indivs AUC:0.561 Correlated most with: Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.117 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.100 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.100 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.100 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.099 Maternal Maternal Lab History: PTT-otherPregnancy:0.094 Maternal Maternal Lab History: HCG-otherPregnancy:-0.091 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.087 Maternal Maternal Lab History: APTT-postPregnancy:0.081 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.078 Vital: HC-gain0to3 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1344 | OR_unadj: 1.162 [0.915 1.474] | indivs AUC:0.517 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:-0.083 Maternal Diagnosis:9ccs211:Ot conn tiss:-0.077 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.066 Diagnosis:9ccs251:Abdomnl pain:-0.064 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.064 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:-0.062 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.061 Diagnosis:9ccs240:Burns:-0.059 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.059 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.057 Vital: Ht-gain0to3 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1419 | OR_unadj: 1.156 [0.909 1.469] | indivs AUC:0.506 Correlated most with: Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.095 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.086 Maternal Maternal Lab History: PTT-postPregnancy:-0.084 Maternal Maternal Lab History: FASTING-otherPregnancy:0.084 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.081 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.080 Maternal Maternal Lab History: FASTING-postPregnancy:0.077 Diagnosis:9ccs8:Oth infectns:0.072 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.071 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.071 Vital: HC-latest | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1631 | OR_unadj: 1.158 [0.909 1.475] | indivs AUC:0.546 Correlated most with: Number of Visits:0.268 Diagnosis:9ccs126:Ot up rsp in:0.236 Diagnosis:9ccs257:Ot aftercare:0.193 Diagnosis:9ccs92:Otitis media:0.191 Diagnosis:9ccs10:Immuniz/scrn:0.188 Diagnosis:9ccs125:Bronchitis:0.168 Diagnosis:9ccs7:Viral infect:0.160 Diagnosis:9ccs128:Asthma:0.128 Diagnosis:9ccs135:Intest infct:0.113 Diagnosis:9ccs90:Eye infectn:0.110 * Vital: Wt-avg10to13 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1417 | OR_unadj: 2.797 [2.219 3.525] | indivs AUC:0.670 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.105 Newborn Diagnosis:9ccs191:Amnios dx:0.091 Maternal Maternal Procedure History:S9470-postPregnancy:0.091 Diagnosis:9ccs128:Asthma:0.084 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.076 Diagnosis:9ccs143:Abdom hernia:0.075 Maternal Maternal Lab History: IRON-postPregnancy:-0.072 Maternal Diagnosis:9ccs190:Fetal distrs:0.071 Maternal Diagnosis:9ccs184:Early labor:-0.069 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.069 Vital: HC-gain5to10 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1329 | OR_unadj: 0.973 [0.772 1.226] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: IRON-postPregnancy:0.086 Maternal Maternal Lab History: MPV-postPregnancy:0.083 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.079 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.078 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.075 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.072 Diagnosis:9ccs257:Ot aftercare:0.070 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.065 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.065 Diagnosis:9ccs154:Gastroent:-0.065 Vital: Ht Percentile-gain13to19 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 832 | OR_unadj: 1.172 [0.894 1.536] | indivs AUC:0.476 Correlated most with: Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:-0.075 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:0.074 Diagnosis:9ccs244:Other injury:0.068 Newborn Diagnosis:9ccs191:Amnios dx:-0.067 Newborn Diagnosis:9ccs223:Birth trauma:-0.066 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.065 Diagnosis:9ccs259:Unclassified:0.064 Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:-0.063 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.060 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:-0.060 * Vital: Wt for Length ZScore-gain0to24 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.761 Correlated most with: Diagnosis:9ccs128:Asthma:0.102 Maternal Maternal Lab History: WBC-otherPregnancy:0.089 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.086 Maternal Vital: Wt-postPregnancy:0.085 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.083 Diagnosis:9ccs95:Oth nerv dx:-0.083 Maternal Diagnosis:9ccs185:Long pregncy:0.082 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.081 Number of Visits:0.073 Maternal Maternal Lab History: IRON-postPregnancy:-0.071 * Vital: Wt for Length ZScore-avg7to10 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1346 | OR_unadj: 2.147 [1.708 2.700] | indivs AUC:0.675 Correlated most with: Diagnosis:9ccs128:Asthma:0.096 Diagnosis:9ccs95:Oth nerv dx:-0.088 Newborn Diagnosis:9ccs191:Amnios dx:0.084 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.083 Maternal Vital: Ht-postPregnancy:-0.081 Diagnosis:9ccs125:Bronchitis:0.080 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.075 Maternal Maternal Procedure History:S9470-postPregnancy:0.075 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.074 Maternal Maternal Lab History: URINE PH-otherPregnancy:-0.074 Vital: Wt for Len Percentile-gain16to24 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1353 | OR_unadj: 0.799 [0.624 1.024] | indivs AUC:0.487 Correlated most with: Number of Visits:-0.085 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.084 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.077 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.077 Diagnosis:9ccs126:Ot up rsp in:-0.074 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.073 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.070 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.069 Maternal Maternal Lab History: AST-otherPregnancy:-0.068 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.063 * Vital: Wt Change-avg19to24 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 879 | OR_unadj: 1.673 [1.252 2.235] | indivs AUC:0.563 Correlated most with: Number of Visits:-0.191 Diagnosis:9ccs92:Otitis media:-0.145 Diagnosis:9ccs257:Ot aftercare:-0.125 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.113 Diagnosis:9ccs126:Ot up rsp in:-0.112 Diagnosis:9ccs7:Viral infect:-0.111 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.110 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.103 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.103 Diagnosis:9ccs135:Intest infct:-0.093 * Vital: Ht-avg10to13 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1403 | OR_unadj: 1.702 [1.355 2.140] | indivs AUC:0.575 Correlated most with: Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.166 Maternal Diagnosis:9ccs184:Early labor:-0.123 Diagnosis:9ccs246:FUO:0.117 Newborn Diagnosis:9ccs219:Low birth wt:-0.106 Maternal Diagnosis:9ccs185:Long pregncy:0.088 Diagnosis:9ccs219:Low birth wt:-0.085 Maternal Vital: Wt Change-otherPregnancy:0.076 Maternal Diagnosis:9ccs181:Ot preg comp:0.071 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.070 Maternal Maternal Procedure History:86580-otherPregnancy:0.070 Vital: Ht-gain10to16 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1442 | OR_unadj: 0.837 [0.658 1.064] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: APTT-postPregnancy:-0.085 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.079 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.072 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.071 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.069 Number of Visits:0.069 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.066 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.064 Maternal Maternal Lab History: LDH-postPregnancy:0.063 Lab:292495 LEAD LEVEL - Sunrise:0.062 * Vital: Wt for Length ZScore-avg13to16 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1285 | OR_unadj: 2.287 [1.818 2.877] | indivs AUC:0.673 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.090 Maternal Diagnosis:9ccs188:Pelvic obstr:0.083 Diagnosis:9ccs143:Abdom hernia:0.081 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:-0.079 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.073 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.070 Diagnosis:9ccs128:Asthma:0.069 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.068 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.068 Maternal Maternal Lab History: MCH-postPregnancy:-0.067 Vital: Wt Percentile-gain16to24 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 963 | OR_unadj: 0.991 [0.728 1.347] | indivs AUC:0.550 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.089 Number of Visits:-0.084 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.084 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.082 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.082 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.081 Diagnosis:9ccs143:Abdom hernia:-0.079 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.071 Diagnosis:9ccs4:Mycoses:-0.071 Diagnosis:9ccs135:Intest infct:-0.070 * Vital: Wt for Length ZScore-latest | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.761 Correlated most with: Diagnosis:9ccs128:Asthma:0.102 Maternal Maternal Lab History: WBC-otherPregnancy:0.089 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.086 Maternal Vital: Wt-postPregnancy:0.085 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.083 Diagnosis:9ccs95:Oth nerv dx:-0.083 Maternal Diagnosis:9ccs185:Long pregncy:0.082 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.081 Number of Visits:0.073 Maternal Maternal Lab History: IRON-postPregnancy:-0.071 Vital: BMI-gain7to13 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1496 | OR_unadj: 1.138 [0.883 1.468] | indivs AUC:0.480 Correlated most with: Maternal Maternal Lab History: Varicella IgG-postPregnancy:0.119 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.107 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.095 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.093 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.090 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.090 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.084 Maternal Maternal Lab History: HCG-otherPregnancy:-0.083 Maternal Maternal Lab History: PTT-otherPregnancy:0.080 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.074 Vital: Ht-gain13to19 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1399 | OR_unadj: 1.182 [0.941 1.485] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs48:Thyroid dsor:-0.076 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.076 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.074 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.066 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.066 Maternal Vital: RR-otherPregnancy:-0.062 Diagnosis:9ccs243:Poisn nonmed:0.062 Maternal Diagnosis:9ccs183:HTN in preg:-0.061 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.061 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.060 * Vital: BMI-avg19to24 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1397 | OR_unadj: 4.344 [3.423 5.512] | indivs AUC:0.762 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.105 Diagnosis:9ccs58:Ot nutrit dx:0.094 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.089 Maternal Vital: Wt-postPregnancy:0.086 Diagnosis:9ccs128:Asthma:0.084 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.074 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.073 Diagnosis:9ccs95:Oth nerv dx:-0.073 Maternal Diagnosis:9ccs185:Long pregncy:0.073 Diagnosis:9ccs243:Poisn nonmed:0.072 Vital: Wt Percentile-gain10to16 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 742 | OR_unadj: 0.895 [0.668 1.200] | indivs AUC:0.486 Correlated most with: Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.164 Diagnosis:9ccs0:No DX:0.147 Maternal Maternal Lab History: APTT-postPregnancy:-0.102 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.096 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.086 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.085 Lab:292495 LEAD LEVEL - Sunrise:0.083 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.080 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:-0.078 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.078 Vital: BMI-gain16to24 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1484 | OR_unadj: 1.317 [0.995 1.744] | indivs AUC:0.547 Correlated most with: Number of Visits:-0.101 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.082 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.071 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.071 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.069 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.069 Diagnosis:9ccs259:Unclassified:-0.066 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.066 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.065 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.064 Vital: HC-gain7to13 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1315 | OR_unadj: 1.015 [0.741 1.390] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.096 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.079 Maternal Diagnosis:9ccs183:HTN in preg:-0.077 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.073 Diagnosis:9ccs58:Ot nutrit dx:-0.072 Maternal Maternal Procedure History:99401-postPregnancy:-0.072 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.072 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.071 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.070 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.070 Vital: Ht-gain7to13 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1476 | OR_unadj: 1.168 [0.864 1.580] | indivs AUC:0.536 Correlated most with: Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.097 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.086 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.085 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.084 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.083 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.079 Maternal Diagnosis:9ccs183:HTN in preg:-0.079 Maternal Maternal Lab History: PTT-otherPregnancy:0.077 Maternal Maternal Lab History: HCG-otherPregnancy:-0.077 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.070 Vital: Ht-avg7to10 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.483 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.153 Maternal Diagnosis:9ccs184:Early labor:-0.145 Maternal Diagnosis:9ccs185:Long pregncy:0.098 Maternal Diagnosis:9ccs188:Pelvic obstr:0.081 Diagnosis:9ccs219:Low birth wt:-0.081 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:-0.081 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.075 Maternal Vital: Ht-postPregnancy:0.073 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.070 Maternal Maternal Lab History: NT MoM-postPregnancy:-0.067 * Vital: BMI-gain13to19 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1462 | OR_unadj: 1.439 [1.146 1.808] | indivs AUC:0.583 Correlated most with: Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.072 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.071 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.071 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.070 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.069 Maternal Vital: RR-otherPregnancy:-0.068 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.066 Maternal Diagnosis:9ccs48:Thyroid dsor:-0.064 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.064 Maternal Maternal Lab History: LDL-postPregnancy:-0.063 * Vital: Wt for Length Zscore-avg10to13 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1403 | OR_unadj: 2.480 [1.970 3.122] | indivs AUC:0.670 Correlated most with: Diagnosis:9ccs128:Asthma:0.092 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.091 Newborn Diagnosis:9ccs191:Amnios dx:0.089 Maternal Maternal Procedure History:86580-otherPregnancy:-0.079 MatDeliveryAge:-0.078 Diagnosis:9ccs95:Oth nerv dx:-0.075 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.071 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.069 Maternal Maternal Lab History: WBC-otherPregnancy:0.069 Maternal Maternal Procedure History:S9470-postPregnancy:0.068 * Vital: Wt Change-avg16to19 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 716 | OR_unadj: 1.806 [1.349 2.418] | indivs AUC:0.529 Correlated most with: Number of Visits:-0.170 Diagnosis:9ccs92:Otitis media:-0.130 Diagnosis:9ccs239:Superfic inj:-0.097 Diagnosis:9ccs125:Bronchitis:-0.097 Diagnosis:9ccs7:Viral infect:-0.097 Diagnosis:9ccs128:Asthma:-0.090 Diagnosis:9ccs257:Ot aftercare:-0.086 Diagnosis:9ccs126:Ot up rsp in:-0.086 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.085 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.085 Vital: HC-gain16to24 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1079 | OR_unadj: 1.219 [0.956 1.555] | indivs AUC:0.511 Correlated most with: Maternal Diagnosis:9ccs98:HTN:-0.089 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:0.083 Diagnosis:9ccs134:Ot uppr resp:-0.076 Number of Visits:-0.073 Maternal Vital: BP-otherPregnancy:-0.069 Maternal Maternal Lab History: RUBELLA-otherPregnancy:-0.063 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.062 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.060 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.060 Maternal Vital: Ht-postPregnancy:-0.060 Vital: Ht Percentile-gain10to16 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 760 | OR_unadj: 0.965 [0.731 1.274] | indivs AUC:0.544 Correlated most with: Maternal Maternal Lab History: APTT-postPregnancy:-0.110 Diagnosis:9ccs0:No DX:0.103 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.095 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.087 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.085 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.084 Maternal Diagnosis:9ccs58:Ot nutrit dx:-0.070 Lab:292495 LEAD LEVEL - Sunrise:0.069 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.068 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.067 * Vital: Wt-avg3to5 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1344 | OR_unadj: 1.988 [1.580 2.502] | indivs AUC:0.629 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.187 Maternal Diagnosis:9ccs184:Early labor:-0.178 Maternal Diagnosis:9ccs185:Long pregncy:0.149 Diagnosis:9ccs219:Low birth wt:-0.140 Diagnosis:9ccs138:Esophgeal dx:-0.105 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.104 Maternal Maternal Lab History: LIPASE-postPregnancy:0.099 Maternal Maternal Lab History: IRON-postPregnancy:-0.095 Newborn Diagnosis:9ccs253:Allergy:-0.093 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.089 Vital: Ht-gain16to24 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1442 | OR_unadj: 0.985 [0.700 1.387] | indivs AUC:0.536 Correlated most with: Number of Visits:-0.094 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.077 Diagnosis:9ccs55:Fluid/elc dx:-0.073 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.072 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.070 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:-0.064 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.063 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.063 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.062 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.061 Vital: Ht Percentile-gain16to24 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 975 | OR_unadj: 1.147 [0.882 1.492] | indivs AUC:0.549 Correlated most with: Number of Visits:-0.088 Diagnosis:9ccs259:Unclassified:-0.085 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.079 Diagnosis:9ccs59:Anemia:-0.077 Maternal Vital: Wt Change-postPregnancy:0.075 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.075 Maternal Maternal Lab History: BUN-postPregnancy:0.074 Maternal Maternal Lab History: MONOS-postPregnancy:-0.067 Maternal Maternal Lab History: MPV-postPregnancy:0.065 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.063 * Vital: HC-gain3to7 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1347 | OR_unadj: 1.370 [1.014 1.851] | indivs AUC:0.578 Correlated most with: Number of Visits:0.084 Maternal Vital: BP-otherPregnancy:0.080 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.072 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.072 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.071 Maternal Vital: BP-postPregnancy:0.070 Maternal Vital: Wt-postPregnancy:0.069 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.068 Maternal Vital: BMI Percentile-postPregnancy:0.064 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.064 Vital: HC-gain1to5 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.445 Correlated most with: Number of Visits:0.113 Diagnosis:9ccs126:Ot up rsp in:0.097 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.089 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.088 Diagnosis:9ccs125:Bronchitis:0.086 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.080 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.080 Maternal Maternal Lab History: FERRITIN-otherPregnancy:-0.078 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.075 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.075 * Vital: BMI-avg5to7 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1341 | OR_unadj: 1.832 [1.456 2.305] | indivs AUC:0.633 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.097 Diagnosis:9ccs128:Asthma:0.092 Maternal Maternal Procedure History:S9470-postPregnancy:0.087 Diagnosis:9ccs95:Oth nerv dx:-0.086 Diagnosis:9ccs143:Abdom hernia:0.085 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.083 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.076 Maternal Vital: Ht-postPregnancy:-0.075 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.075 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.072 * Vital: Ht-avg1to3 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1374 | OR_unadj: 1.477 [1.174 1.858] | indivs AUC:0.528 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:-0.297 Newborn Diagnosis:9ccs219:Low birth wt:-0.290 Diagnosis:9ccs219:Low birth wt:-0.225 Maternal Diagnosis:9ccs185:Long pregncy:0.182 Newborn Diagnosis:9ccs221:Resp distres:-0.146 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.126 Newborn Diagnosis:9ccs256:Exam/eval:-0.108 Newborn Diagnosis:9ccs253:Allergy:-0.106 Newborn Diagnosis:9ccs222:Perint jaund:-0.099 Lab:297262 HEMOGLOBIN (HEMOCUE):0.095 * Vital: Wt for Length ZScore-avg5to7 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1347 | OR_unadj: 1.778 [1.414 2.235] | indivs AUC:0.617 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.108 Diagnosis:9ccs95:Oth nerv dx:-0.102 Diagnosis:9ccs128:Asthma:0.094 Newborn Diagnosis:9ccs218:Liveborn:0.085 Maternal Vital: Ht-postPregnancy:-0.079 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.077 Maternal Maternal Lab History: MCH-postPregnancy:-0.076 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.076 Maternal Vital: Ht-otherPregnancy:-0.073 Diagnosis:9ccs59:Anemia:0.070 * Vital: Wt for Len Percentile-gain3to7 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1184 | OR_unadj: 1.549 [1.223 1.962] | indivs AUC:0.532 Correlated most with: Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.087 Newborn Diagnosis:9ccs224:Ot perint dx:-0.080 Diagnosis:9ccs76:Meningitis:0.071 Diagnosis:9ccs92:Otitis media:0.069 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.069 Maternal Vital: Ht-postPregnancy:-0.065 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.064 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.063 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:-0.062 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.061 Vital: Wt Percentile-gain13to19 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 812 | OR_unadj: 1.283 [0.948 1.736] | indivs AUC:0.545 Correlated most with: Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.083 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:-0.082 Maternal Maternal Procedure History:90746-postPregnancy:0.077 Maternal Vital: Wt Change-otherPregnancy:-0.073 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.072 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:-0.072 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.071 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.069 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:-0.068 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.068 * Vital: Ht-avg5to7 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1348 | OR_unadj: 1.486 [1.156 1.909] | indivs AUC:0.540 Correlated most with: Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.270 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.243 Maternal Diagnosis:9ccs184:Early labor:-0.152 Newborn Diagnosis:9ccs219:Low birth wt:-0.150 Maternal Diagnosis:9ccs185:Long pregncy:0.115 Diagnosis:9ccs219:Low birth wt:-0.106 Diagnosis:9ccs3:Oth bact inf:0.097 Newborn Diagnosis:9ccs218:Liveborn:-0.097 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.096 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.088 Vital: Wt Change-avg13to16 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 626 | OR_unadj: 0.825 [0.577 1.179] | indivs AUC:0.528 Correlated most with: Number of Visits:-0.162 Maternal Maternal Procedure History:J7302-postPregnancy:-0.139 Diagnosis:9ccs92:Otitis media:-0.111 Diagnosis:9ccs125:Bronchitis:-0.087 Diagnosis:9ccs126:Ot up rsp in:-0.087 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.085 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.082 Diagnosis:9ccs257:Ot aftercare:-0.081 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.079 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.078 Vital: Wt for Len Percentile-gain5to10 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1318 | OR_unadj: 0.982 [0.778 1.240] | indivs AUC:0.558 Correlated most with: Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.075 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.074 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.072 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.068 Maternal Maternal Lab History: WEIGHT-postPregnancy:-0.067 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.066 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:-0.063 Maternal Maternal Lab History: PO2-postPregnancy:0.063 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.063 Maternal Maternal Lab History: RDW-postPregnancy:0.063 Vital: HC-avg0to1 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1207 | OR_unadj: 1.069 [0.849 1.345] | indivs AUC:0.564 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:-0.278 Newborn Diagnosis:9ccs219:Low birth wt:-0.277 Diagnosis:9ccs219:Low birth wt:-0.224 Maternal Diagnosis:9ccs185:Long pregncy:0.192 Lab:297262 HEMOGLOBIN (HEMOCUE):0.123 Newborn Diagnosis:9ccs222:Perint jaund:-0.113 Maternal Diagnosis:9ccs190:Fetal distrs:0.108 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:-0.105 Diagnosis:9ccs205:Back problem:-0.092 Maternal Diagnosis:9ccs183:HTN in preg:-0.088 * Vital: Wt-avg19to24 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1417 | OR_unadj: 4.067 [3.209 5.154] | indivs AUC:0.749 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.102 Maternal Diagnosis:9ccs184:Early labor:-0.098 Maternal Vital: Wt-postPregnancy:0.098 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.088 Maternal Maternal Lab History: WBC-otherPregnancy:0.086 Newborn Diagnosis:9ccs191:Amnios dx:0.086 Diagnosis:9ccs128:Asthma:0.083 Newborn Diagnosis:9ccs219:Low birth wt:-0.079 Maternal Diagnosis:9ccs188:Pelvic obstr:0.078 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.075 * Vital: Wt Percentile-avg16to19 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 746 | OR_unadj: 2.004 [1.568 2.561] | indivs AUC:0.605 Correlated most with: Maternal Vital: Wt-postPregnancy:0.092 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.083 Maternal Diagnosis:9ccs185:Long pregncy:0.081 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.080 Maternal Maternal Lab History: IRON-postPregnancy:-0.078 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.076 Diagnosis:9ccs136:Teeth dx:-0.076 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:0.074 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.074 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.070 Vital: Ht-avg13to16 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1287 | OR_unadj: 1.259 [0.991 1.601] | indivs AUC:0.568 Correlated most with: Maternal Vital: Ht-postPregnancy:0.105 Maternal Diagnosis:9ccs185:Long pregncy:0.091 Diagnosis:9ccs240:Burns:0.087 Maternal Vital: Ht-otherPregnancy:0.086 Maternal Diagnosis:9ccs184:Early labor:-0.079 Newborn Diagnosis:9ccs219:Low birth wt:-0.078 Diagnosis:9ccs133:Oth low resp:0.071 Maternal Maternal Lab History: RBC-otherPregnancy:0.068 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.067 Maternal Vital: BP-otherPregnancy:0.065 Vital: BMI-gain10to16 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1482 | OR_unadj: 0.877 [0.692 1.111] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: APTT-postPregnancy:-0.086 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.081 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.080 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.072 Number of Visits:0.069 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.068 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.068 Maternal Maternal Lab History: LDH-postPregnancy:0.060 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.060 Maternal Diagnosis:9ccs183:HTN in preg:0.060 * Vital: Wt-avg5to7 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1369 | OR_unadj: 2.216 [1.761 2.787] | indivs AUC:0.613 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:-0.121 Maternal Diagnosis:9ccs185:Long pregncy:0.115 Newborn Diagnosis:9ccs219:Low birth wt:-0.110 Diagnosis:9ccs138:Esophgeal dx:-0.100 Diagnosis:9ccs219:Low birth wt:-0.090 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.084 Diagnosis:9ccs95:Oth nerv dx:-0.084 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.080 Diagnosis:9ccs128:Asthma:0.080 Maternal Maternal Procedure History:S9470-postPregnancy:0.077 * Vital: Wt for Len Percentile-gain0to24 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1392 | OR_unadj: 3.861 [3.032 4.917] | indivs AUC:0.753 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.102 Maternal Vital: Wt-postPregnancy:0.092 Diagnosis:9ccs128:Asthma:0.080 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.070 Diagnosis:9ccs243:Poisn nonmed:0.068 Diagnosis:9ccs95:Oth nerv dx:-0.066 Maternal Diagnosis:9ccs184:Early labor:-0.064 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.063 Diagnosis:9ccs246:FUO:0.062 Diagnosis:9ccs133:Oth low resp:0.061 Vital: HC-gain13to19 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1054 | OR_unadj: 1.081 [0.862 1.357] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.069 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.068 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.068 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.068 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:-0.064 Diagnosis:9ccs166:Oth male gen:-0.060 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.060 Maternal Maternal Lab History: TOXOPLASMA IGG-postPregnancy:0.059 Diagnosis:9ccs243:Poisn nonmed:0.059 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.058 Vital: HC-gain10to16 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1231 | OR_unadj: 0.870 [0.694 1.091] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs257:Ot aftercare:0.092 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.085 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.081 Diagnosis:9ccs239:Superfic inj:-0.073 Maternal Vital: Temp-postPregnancy:0.072 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.070 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:-0.070 Diagnosis:9ccs83:Epilepsy/cnv:0.068 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.066 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.066 Vital: Wt for Len Percentile-gain7to13 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1336 | OR_unadj: 1.084 [0.859 1.369] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.123 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.113 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.110 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.102 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.101 Maternal Maternal Lab History: HCG-otherPregnancy:-0.095 Maternal Maternal Lab History: APTT-postPregnancy:0.093 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.089 Maternal Maternal Lab History: PTT-otherPregnancy:0.087 Maternal Maternal Lab History: NT MoM-postPregnancy:-0.086 * Vital: Ht-avg0to1 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1350 | OR_unadj: 1.413 [1.125 1.774] | indivs AUC:0.574 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.333 Maternal Diagnosis:9ccs184:Early labor:-0.327 Diagnosis:9ccs219:Low birth wt:-0.286 Maternal Diagnosis:9ccs185:Long pregncy:0.213 Maternal Diagnosis:9ccs183:HTN in preg:-0.149 Newborn Diagnosis:9ccs253:Allergy:-0.131 Newborn Diagnosis:9ccs221:Resp distres:-0.120 Lab:297262 HEMOGLOBIN (HEMOCUE):0.114 Newborn Diagnosis:9ccs222:Perint jaund:-0.114 Maternal Diagnosis:9ccs190:Fetal distrs:0.103 Vital: Wt Percentile-gain7to13 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 663 | OR_unadj: 1.165 [0.818 1.659] | indivs AUC:0.568 Correlated most with: Maternal Maternal Lab History: HCG-otherPregnancy:-0.180 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.179 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.175 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.175 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.165 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.155 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.144 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.142 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.135 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:0.129 Vital: Ht Percentile-gain5to10 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 590 | OR_unadj: 0.909 [0.659 1.253] | indivs AUC:0.501 Correlated most with: Maternal Maternal Lab History: IRON-postPregnancy:0.105 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.100 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.099 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:-0.095 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.085 Maternal Maternal Lab History: APTT-postPregnancy:0.084 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.079 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.078 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:0.077 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:-0.077 Vital: Wt for Length ZScore-avg0to1 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1343 | OR_unadj: 1.177 [0.935 1.480] | indivs AUC:0.554 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:-0.099 Newborn Diagnosis:9ccs219:Low birth wt:-0.098 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.087 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.082 Diagnosis:9ccs151:Oth liver dx:-0.081 Maternal Diagnosis:9ccs49:DiabMel no c:0.079 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.077 Maternal Vital: RR-otherPregnancy:-0.077 Diagnosis:9ccs216:Nerv cong an:-0.074 Diagnosis:9ccs122:Pneumonia:0.074 Vital: Wt for Length ZScore-gain0to3 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1343 | OR_unadj: 1.177 [0.935 1.480] | indivs AUC:0.554 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:-0.099 Newborn Diagnosis:9ccs219:Low birth wt:-0.098 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.087 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.082 Diagnosis:9ccs151:Oth liver dx:-0.081 Maternal Diagnosis:9ccs49:DiabMel no c:0.079 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.077 Maternal Vital: RR-otherPregnancy:-0.077 Diagnosis:9ccs216:Nerv cong an:-0.074 Diagnosis:9ccs122:Pneumonia:0.074 * Vital: Wt for Len Percentile-avg16to19 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1294 | OR_unadj: 3.224 [2.551 4.073] | indivs AUC:0.735 Correlated most with: MatDeliveryAge:-0.089 Maternal Vital: Wt-postPregnancy:0.088 Maternal Diagnosis:9ccs185:Long pregncy:0.086 Maternal Maternal Lab History: WBC-otherPregnancy:0.078 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.076 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.076 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.076 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.075 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.075 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.074 * Vital: Wt Percentile-avg10to13 | coef 0.003 95% CI: [0.001 , 0.006] | OR_adj 1.003 [1.001 1.006] | occ: 638 | OR_unadj: 1.802 [1.392 2.332] | indivs AUC:0.586 Correlated most with: Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.107 Maternal Maternal Lab History: IRON-postPregnancy:-0.102 Maternal Diagnosis:9ccs185:Long pregncy:0.095 Newborn Diagnosis:9ccs191:Amnios dx:0.083 Diagnosis:9ccs136:Teeth dx:-0.082 Diagnosis:9ccs155:Other GI dx:-0.075 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.074 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.073 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.070 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:-0.070 Vital: HC-avg10to13 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1210 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.608 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.296 Number of Visits:-0.273 Diagnosis:9ccs255:Social admin:-0.264 Diagnosis:9ccs126:Ot up rsp in:-0.240 Diagnosis:9ccs7:Viral infect:-0.222 Diagnosis:9ccs257:Ot aftercare:-0.195 Diagnosis:9ccs92:Otitis media:-0.179 Diagnosis:9ccs125:Bronchitis:-0.138 Diagnosis:9ccs59:Anemia:-0.135 Diagnosis:9ccs135:Intest infct:-0.125 * Maternal Maternal Lab History: MPV-postPregnancy | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 481 | OR_unadj: 0.644 [0.440 0.942] | indivs AUC:0.484 Correlated most with: Maternal Maternal Lab History: MPV-postPregnancy:1.000 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:-0.417 Maternal Maternal Lab History: MPV-otherPregnancy:0.404 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.240 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.217 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:-0.207 Maternal Maternal Lab History: RBC-postPregnancy:-0.163 Maternal Maternal Lab History: RDW-postPregnancy:0.160 Maternal Maternal Lab History: LDH-postPregnancy:0.157 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.144 Maternal Vital: Wt-postPregnancy | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 587 | OR_unadj: 1.252 [0.913 1.716] | indivs AUC:0.554 Correlated most with: Maternal Vital: Wt-postPregnancy:1.000 Maternal Vital: Wt-otherPregnancy:0.621 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.360 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.344 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.321 Maternal Vital: BP-postPregnancy:0.321 Maternal Vital: Ht-postPregnancy:0.305 Maternal Vital: BP-otherPregnancy:0.276 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.256 Maternal Vital: Ht-otherPregnancy:0.240 * Vital: Wt-avg16to19 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1323 | OR_unadj: 3.040 [2.410 3.836] | indivs AUC:0.708 Correlated most with: Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.104 Maternal Maternal Lab History: WBC-otherPregnancy:0.098 Maternal Diagnosis:9ccs185:Long pregncy:0.097 Maternal Vital: Wt-postPregnancy:0.083 Maternal Maternal Lab History: CREATININE-postPregnancy:0.081 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:0.079 Maternal Diagnosis:9ccs184:Early labor:-0.078 Diagnosis:9ccs143:Abdom hernia:0.077 Newborn Diagnosis:9ccs219:Low birth wt:-0.074 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.074 Vital: Wt for Len Percentile-gain13to19 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1313 | OR_unadj: 0.996 [0.788 1.258] | indivs AUC:0.551 Correlated most with: Maternal Vital: RR-otherPregnancy:-0.083 Maternal Diagnosis:9ccs48:Thyroid dsor:-0.080 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.077 Maternal Maternal Lab History: LDL-postPregnancy:-0.075 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.074 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.071 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.070 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.070 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.069 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.065 Vital: Wt for Len Percentile-gain10to16 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1330 | OR_unadj: 1.141 [0.909 1.433] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.091 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.071 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.069 Maternal Maternal Lab History: APTT-postPregnancy:-0.067 Newborn Diagnosis:9ccs223:Birth trauma:0.064 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.064 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:-0.062 Maternal Vital: RR-otherPregnancy:0.061 Maternal Vital: BP-postPregnancy:0.060 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.059 Vital: HR-avg10to13 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 456 | OR_unadj: 1.345 [0.952 1.900] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:-0.098 Maternal Maternal Lab History: PO2-postPregnancy:-0.096 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.078 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.077 Diagnosis:9ccs244:Other injury:-0.076 Maternal Diagnosis:9ccs74:Ot mentl cnd:0.074 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.074 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.073 Maternal Maternal Lab History: BUN-otherPregnancy:0.070 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:-0.069 * Vital: Wt for Len Percentile-avg19to24 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1398 | OR_unadj: 3.884 [3.049 4.948] | indivs AUC:0.767 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.104 Maternal Vital: Wt-postPregnancy:0.093 Diagnosis:9ccs128:Asthma:0.082 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.071 Diagnosis:9ccs243:Poisn nonmed:0.069 Maternal Diagnosis:9ccs184:Early labor:-0.065 Diagnosis:9ccs95:Oth nerv dx:-0.064 Diagnosis:9ccs246:FUO:0.062 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.062 Maternal Maternal Lab History: WBC-otherPregnancy:0.061 Vital: HR-avg7to10 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 429 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.558 Correlated most with: Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.106 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.100 Maternal Maternal Procedure History:87880-postPregnancy:0.097 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.089 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.088 Diagnosis:9ccs127:COPD:-0.082 Maternal Maternal Lab History: LDL-otherPregnancy:0.081 Maternal Vital: RR-postPregnancy:0.081 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.075 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:-0.073 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1123 | OR_unadj: 1.303 [1.018 1.669] | indivs AUC:0.504 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.998 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.486 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.485 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.463 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.462 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.438 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.438 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.392 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.391 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 550 | OR_unadj: 0.945 [0.680 1.314] | indivs AUC:0.538 Correlated most with: Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:1.000 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.441 Maternal Maternal Lab History: MPV-postPregnancy:-0.417 Maternal Maternal Lab History: MCH-postPregnancy:-0.211 Maternal Maternal Lab History: MCV-postPregnancy:-0.195 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.195 Maternal Maternal Lab History: RBC-postPregnancy:0.190 Maternal Maternal Lab History: MPV-otherPregnancy:-0.177 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.148 Maternal Maternal Lab History: GLOBULIN-postPregnancy:0.148 * Vital: Ht-latest | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1665 | OR_unadj: 1.383 [1.078 1.773] | indivs AUC:0.555 Correlated most with: Number of Visits:0.416 Diagnosis:9ccs126:Ot up rsp in:0.347 Diagnosis:9ccs10:Immuniz/scrn:0.289 Diagnosis:9ccs92:Otitis media:0.280 Diagnosis:9ccs7:Viral infect:0.183 Diagnosis:9ccs257:Ot aftercare:0.180 Diagnosis:9ccs135:Intest infct:0.160 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.146 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.145 Diagnosis:9ccs125:Bronchitis:0.140 * Vital: Ht Percentile-gain7to13 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 690 | OR_unadj: 1.479 [1.110 1.972] | indivs AUC:0.576 Correlated most with: Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.093 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.091 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.090 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.087 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.085 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:-0.082 Lab:292495 LEAD LEVEL - Sunrise:-0.080 Maternal Maternal Lab History: FERRITIN-otherPregnancy:-0.079 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.079 Maternal Maternal Lab History: HCG-otherPregnancy:-0.079 Maternal Maternal Lab History: RDW-postPregnancy | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 550 | OR_unadj: 0.926 [0.655 1.310] | indivs AUC:0.528 Correlated most with: Maternal Maternal Lab History: RDW-postPregnancy:1.000 Maternal Maternal Lab History: MCH-postPregnancy:-0.561 Maternal Maternal Lab History: MCV-postPregnancy:-0.551 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.496 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:-0.407 Maternal Maternal Lab History: RDW-otherPregnancy:0.351 Maternal Maternal Lab History: MCH-otherPregnancy:-0.323 Maternal Maternal Lab History: MCV-otherPregnancy:-0.301 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.276 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.265 Maternal Vital: BMI-postPregnancy | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 476 | OR_unadj: 1.407 [0.733 2.700] | indivs AUC:0.525 Correlated most with: Maternal Vital: BMI-postPregnancy:1.000 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.391 Maternal Vital: BMI-otherPregnancy:0.377 Maternal Maternal Lab History: HCG-otherPregnancy:0.336 Maternal Maternal Procedure History:81000-postPregnancy:0.331 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.317 Maternal Maternal Lab History: INHMOM-postPregnancy:0.314 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.297 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.297 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.287 * Vital: Ht-avg16to19 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1291 | OR_unadj: 1.538 [1.221 1.939] | indivs AUC:0.568 Correlated most with: Maternal Vital: Ht-postPregnancy:0.106 Maternal Diagnosis:9ccs184:Early labor:-0.096 Maternal Vital: Ht-otherPregnancy:0.092 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:0.082 Maternal Maternal Procedure History:59430-postPregnancy:-0.077 Maternal Diagnosis:9ccs155:Other GI dx:0.076 Diagnosis:9ccs147:Anal/rectal:0.075 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:-0.073 Newborn Diagnosis:9ccs219:Low birth wt:-0.072 Maternal Vital: Wt-postPregnancy:0.071 Vital: RR-latest | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 795 | OR_unadj: 1.214 [0.892 1.653] | indivs AUC:0.480 Correlated most with: Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.150 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.148 Maternal Maternal Lab History: PATIENT-postPregnancy:0.141 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.128 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.126 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.123 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.100 Maternal Maternal Procedure History:93005-postPregnancy:0.097 Maternal Maternal Procedure History:93005-otherPregnancy:0.097 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.096 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1061 | OR_unadj: 1.018 [0.783 1.322] | indivs AUC:0.501 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.998 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.508 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.506 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.482 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.481 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.445 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.443 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.349 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.347 Maternal Maternal Lab History: MCV-postPregnancy | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 550 | OR_unadj: 0.841 [0.617 1.148] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: MCV-postPregnancy:1.000 Maternal Maternal Lab History: MCH-postPregnancy:0.745 Maternal Maternal Lab History: RDW-postPregnancy:-0.551 Maternal Maternal Lab History: MCV-otherPregnancy:0.464 Maternal Maternal Lab History: MCH-otherPregnancy:0.414 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.389 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.351 Maternal Maternal Lab History: RBC-postPregnancy:-0.322 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.220 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.219 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1129 | OR_unadj: 1.087 [0.853 1.386] | indivs AUC:0.475 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.999 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.511 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.511 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.309 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.309 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.258 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.257 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.245 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.244 * Vital: HC-avg1to3 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1235 | OR_unadj: 1.366 [1.082 1.723] | indivs AUC:0.544 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.245 Maternal Diagnosis:9ccs184:Early labor:-0.244 Diagnosis:9ccs219:Low birth wt:-0.191 Maternal Diagnosis:9ccs185:Long pregncy:0.147 Newborn Diagnosis:9ccs221:Resp distres:-0.114 Lab:297262 HEMOGLOBIN (HEMOCUE):0.102 Newborn Diagnosis:9ccs222:Perint jaund:-0.094 Maternal Diagnosis:9ccs182:Hemorr preg:-0.094 Newborn Diagnosis:9ccs253:Allergy:-0.090 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.090 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1067 | OR_unadj: 1.024 [0.789 1.329] | indivs AUC:0.503 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.998 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.507 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.506 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.481 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.480 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.444 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.443 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.351 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.348 * Vital: HR-avg5to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 318 | OR_unadj: 2.013 [1.408 2.877] | indivs AUC:0.546 Correlated most with: Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.182 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.151 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.138 Maternal Maternal Procedure History:93005-otherPregnancy:0.119 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.116 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.116 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.107 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.095 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.091 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.089 Maternal Vital: BP-postPregnancy | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 581 | OR_unadj: 0.781 [0.558 1.093] | indivs AUC:0.490 Correlated most with: Maternal Vital: BP-postPregnancy:1.000 Maternal Vital: BP-otherPregnancy:0.422 Maternal Vital: Wt-postPregnancy:0.321 Maternal Vital: Wt-otherPregnancy:0.202 Maternal Vital: Ht-postPregnancy:0.158 Maternal Vital: PL-otherPregnancy:0.157 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.142 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.142 Maternal Vital: HR-postPregnancy:0.138 Maternal Maternal Lab History: VLDL-postPregnancy:0.121 * Vital: Wt-gain0to24 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1411 | OR_unadj: 3.949 [3.118 5.001] | indivs AUC:0.735 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.102 Maternal Vital: Wt-postPregnancy:0.101 Maternal Diagnosis:9ccs184:Early labor:-0.095 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.091 Newborn Diagnosis:9ccs191:Amnios dx:0.090 Maternal Maternal Lab History: WBC-otherPregnancy:0.088 Diagnosis:9ccs128:Asthma:0.084 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.078 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.078 Maternal Diagnosis:9ccs188:Pelvic obstr:0.077 * Vital: Wt for Len Percentile-latest | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1601 | OR_unadj: 4.255 [3.294 5.497] | indivs AUC:0.751 Correlated most with: Diagnosis:9ccs128:Asthma:0.102 Maternal Diagnosis:9ccs185:Long pregncy:0.092 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.080 Diagnosis:9ccs95:Oth nerv dx:-0.074 Diagnosis:9ccs138:Esophgeal dx:-0.073 Maternal Vital: Wt-postPregnancy:0.072 Maternal Maternal Lab History: MCH-postPregnancy:-0.071 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.070 Maternal Maternal Lab History: IRON-postPregnancy:-0.069 Maternal Maternal Lab History: WBC-otherPregnancy:0.068 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1123 | OR_unadj: 1.089 [0.854 1.390] | indivs AUC:0.472 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.999 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.512 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.511 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.310 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.309 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.257 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.257 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.245 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.245 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1126 | OR_unadj: 1.150 [0.895 1.477] | indivs AUC:0.424 Correlated most with: Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:1.000 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.996 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.736 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.734 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.693 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.688 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.674 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.670 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.654 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.649 * Vital: Wt for Len Percentile-avg10to13 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1404 | OR_unadj: 2.684 [2.131 3.381] | indivs AUC:0.669 Correlated most with: Diagnosis:9ccs128:Asthma:0.105 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.090 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080 MatDeliveryAge:-0.077 Newborn Diagnosis:9ccs191:Amnios dx:0.074 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.074 Maternal Diagnosis:9ccs190:Fetal distrs:0.073 Diagnosis:9ccs95:Oth nerv dx:-0.071 Diagnosis:9ccs143:Abdom hernia:0.069 Maternal Diagnosis:9ccs185:Long pregncy:0.069 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1124 | OR_unadj: 1.167 [0.908 1.500] | indivs AUC:0.513 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.999 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.337 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.336 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.310 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.309 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.300 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.298 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.293 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.292 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1073 | OR_unadj: 1.178 [0.920 1.510] | indivs AUC:0.544 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.996 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.560 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.558 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.558 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.556 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.473 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.472 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.450 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.449 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1118 | OR_unadj: 1.172 [0.912 1.506] | indivs AUC:0.517 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.999 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.337 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.335 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.310 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.310 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.300 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.299 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.293 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.293 * Vital: Ht-avg3to5 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1321 | OR_unadj: 1.312 [1.007 1.711] | indivs AUC:0.550 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.209 Maternal Diagnosis:9ccs184:Early labor:-0.207 Diagnosis:9ccs219:Low birth wt:-0.174 Maternal Diagnosis:9ccs185:Long pregncy:0.157 Diagnosis:9ccs10:Immuniz/scrn:-0.152 Newborn Diagnosis:9ccs253:Allergy:-0.127 Diagnosis:9ccs255:Social admin:-0.111 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.100 Newborn Diagnosis:9ccs256:Exam/eval:-0.098 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.097 Vital: Wt Percentile-gain5to10 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 574 | OR_unadj: 0.822 [0.563 1.199] | indivs AUC:0.524 Correlated most with: Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:0.145 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.102 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.096 Diagnosis:9ccs92:Otitis media:0.091 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.086 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.083 Maternal Maternal Lab History: IRON-postPregnancy:0.083 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.081 Diagnosis:9ccs125:Bronchitis:0.078 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.076 * Vital: HC-avg7to10 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1119 | OR_unadj: 1.386 [1.102 1.744] | indivs AUC:0.563 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.084 Lab:297262 HEMOGLOBIN (HEMOCUE):0.083 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.082 Maternal Diagnosis:9ccs185:Long pregncy:0.081 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.078 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.074 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.074 Diagnosis:9ccs75:Hx mental dx:0.073 Maternal Diagnosis:9ccs184:Early labor:-0.071 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.070 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1120 | OR_unadj: 1.164 [0.907 1.495] | indivs AUC:0.426 Correlated most with: Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:1.000 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.996 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.736 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.733 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.691 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.689 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.673 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.671 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.652 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.649 Vital: Ht Percentile-gain3to7 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 514 | OR_unadj: 0.967 [0.692 1.353] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: ANION GAP-postPregnancy:-0.083 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.080 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.080 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.078 Diagnosis:9ccs154:Gastroent:-0.076 Maternal Vital: Wt Percentile-postPregnancy:0.076 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:-0.075 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.074 Maternal Vital: Wt-postPregnancy:0.073 Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.072 Vital: Wt Change-avg7to10 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 504 | OR_unadj: 0.896 [0.600 1.337] | indivs AUC:0.505 Correlated most with: Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.141 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.141 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.130 Diagnosis:9ccs92:Otitis media:-0.126 Number of Visits:-0.120 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.103 Diagnosis:9ccs125:Bronchitis:-0.100 Maternal Maternal Procedure History:90656-postPregnancy:0.100 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.089 Maternal Maternal Procedure History:J7302-postPregnancy:0.088 Vital: HC-avg3to5 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1164 | OR_unadj: 1.089 [0.860 1.379] | indivs AUC:0.511 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.154 Maternal Diagnosis:9ccs184:Early labor:-0.150 Maternal Diagnosis:9ccs185:Long pregncy:0.136 Newborn Diagnosis:9ccs221:Resp distres:-0.100 Diagnosis:9ccs219:Low birth wt:-0.091 Lab:297262 HEMOGLOBIN (HEMOCUE):0.089 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.083 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.081 Newborn Diagnosis:9ccs224:Ot perint dx:0.079 Maternal Diagnosis:9ccs190:Fetal distrs:0.078 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1068 | OR_unadj: 1.150 [0.896 1.474] | indivs AUC:0.537 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.996 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.560 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.559 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.558 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.557 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.474 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.473 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.451 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.449 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1122 | OR_unadj: 1.304 [1.019 1.669] | indivs AUC:0.514 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.998 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.511 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.511 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.345 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.345 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.214 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.213 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.196 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.195 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1116 | OR_unadj: 1.314 [1.027 1.682] | indivs AUC:0.519 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.998 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.512 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.511 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.345 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.344 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.213 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.213 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.195 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.195 Maternal Vital: HR-postPregnancy | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 489 | OR_unadj: 0.990 [0.709 1.381] | indivs AUC:0.489 Correlated most with: Maternal Vital: HR-postPregnancy:1.000 Maternal Vital: HR-otherPregnancy:0.289 Maternal Vital: PL-postPregnancy:0.208 Maternal Maternal Procedure History:93005-otherPregnancy:-0.148 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.146 Maternal Vital: PL-otherPregnancy:0.143 Maternal Vital: BP-postPregnancy:0.138 Maternal Vital: Wt Change-postPregnancy:0.137 Maternal Vital: Temp-otherPregnancy:-0.114 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.112 * Vital: Wt for Len Percentile-avg5to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1198 | OR_unadj: 2.078 [1.634 2.643] | indivs AUC:0.619 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.091 Maternal Diagnosis:9ccs190:Fetal distrs:0.078 Diagnosis:9ccs95:Oth nerv dx:-0.078 Maternal Vital: Ht-postPregnancy:-0.078 Maternal Maternal Lab History: CREATININE-postPregnancy:0.077 Newborn Diagnosis:9ccs191:Amnios dx:0.076 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.076 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.071 Diagnosis:9ccs128:Asthma:0.070 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.068 * Vital: Ht Percentile-avg10to13 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 660 | OR_unadj: 1.758 [1.345 2.298] | indivs AUC:0.555 Correlated most with: Diagnosis:9ccs223:Birth trauma:0.096 Maternal Diagnosis:9ccs184:Early labor:-0.080 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.075 Maternal Diagnosis:9ccs185:Long pregncy:0.075 Newborn Diagnosis:9ccs223:Birth trauma:0.075 Maternal Maternal Lab History: FERRITIN-otherPregnancy:-0.073 Maternal Vital: Wt Change-otherPregnancy:0.073 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.072 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.071 Newborn Diagnosis:9ccs219:Low birth wt:-0.069 Vital: Wt Change-avg10to13 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 616 | OR_unadj: 1.170 [0.832 1.646] | indivs AUC:0.539 Correlated most with: Maternal Maternal Procedure History:J7302-postPregnancy:0.145 Maternal Maternal Lab History: IRON-postPregnancy:-0.143 Maternal Maternal Lab History: UIBC-postPregnancy:0.134 Number of Visits:-0.133 Maternal Maternal Lab History: FERRITIN-otherPregnancy:-0.115 Diagnosis:9ccs92:Otitis media:-0.114 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.110 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.096 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.091 Diagnosis:9ccs257:Ot aftercare:-0.091 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1129 | OR_unadj: 1.293 [1.010 1.656] | indivs AUC:0.499 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.998 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.487 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.486 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.463 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.462 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.440 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.438 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.393 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.392 Vital: Ht Percentile-avg13to16 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 661 | OR_unadj: 1.285 [0.973 1.695] | indivs AUC:0.545 Correlated most with: Maternal Vital: Ht-postPregnancy:0.088 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.085 Maternal Diagnosis:9ccs184:Early labor:-0.077 Maternal Maternal Procedure History:59430-postPregnancy:-0.075 Newborn Diagnosis:9ccs223:Birth trauma:0.074 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.072 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.071 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:-0.071 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.068 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.067 Vital: HR-avg13to16 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 418 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.481 Correlated most with: Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.141 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.092 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.081 Maternal Maternal Lab History: PH-otherPregnancy:-0.079 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.078 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.077 Diagnosis:9ccs10:Immuniz/scrn:0.070 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.068 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.065 Diagnosis:9ccs74:Ot mentl cnd:-0.061 * Vital: Wt-avg13to16 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1316 | OR_unadj: 2.403 [1.908 3.025] | indivs AUC:0.668 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.109 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.100 Maternal Maternal Lab History: WBC-otherPregnancy:0.086 Diagnosis:9ccs136:Teeth dx:-0.078 Maternal Diagnosis:9ccs190:Fetal distrs:0.078 Diagnosis:9ccs143:Abdom hernia:0.077 Maternal Diagnosis:9ccs188:Pelvic obstr:0.077 Maternal Vital: Wt-postPregnancy:0.077 Diagnosis:9ccs147:Anal/rectal:0.077 Maternal Diagnosis:9ccs186:DM in preg:-0.075 Vital: Ht Percentile-gain1to5 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 452 | OR_unadj: 0.762 [0.526 1.105] | indivs AUC:0.466 Correlated most with: Maternal Maternal Lab History: UIBC-postPregnancy:-0.112 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.112 Maternal Maternal Lab History: MONOS-otherPregnancy:-0.099 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.093 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.088 Maternal Maternal Procedure History:90801-postPregnancy:0.088 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.086 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.078 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.077 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.076 Vital: Wt Percentile-gain3to7 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 491 | OR_unadj: 1.157 [0.795 1.685] | indivs AUC:0.536 Correlated most with: Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.108 Maternal Maternal Lab History: APTT-postPregnancy:-0.092 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:-0.091 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.088 Maternal Maternal Lab History: A/G-otherPregnancy:-0.084 Maternal Maternal Lab History: PAPP-A-otherPregnancy:-0.084 Diagnosis:9ccs213:Cardiac anom:0.082 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.081 Diagnosis:9ccs154:Gastroent:-0.079 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.077 * Vital: HC-avg16to19 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 933 | OR_unadj: 1.456 [1.141 1.858] | indivs AUC:0.601 Correlated most with: Diagnosis:9ccs216:Nerv cong an:-0.103 Lab:297262 HEMOGLOBIN (HEMOCUE):0.093 Diagnosis:9ccs143:Abdom hernia:0.078 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.078 Maternal Vital: BP-postPregnancy:0.078 Maternal Vital: Wt-postPregnancy:0.075 Maternal Vital: Wt-otherPregnancy:0.073 Newborn Diagnosis:9ccs224:Ot perint dx:0.073 Maternal Maternal Lab History: MPV-postPregnancy:0.072 Maternal Vital: SpO2-postPregnancy:0.072 * Maternal Vital: Ht-postPregnancy | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 482 | OR_unadj: 0.662 [0.460 0.953] | indivs AUC:0.495 Correlated most with: Maternal Vital: Ht-postPregnancy:1.000 Maternal Vital: Ht-otherPregnancy:0.602 Maternal Vital: Wt-postPregnancy:0.305 Maternal Vital: Wt-otherPregnancy:0.236 Maternal Vital: BP-postPregnancy:0.158 Maternal Maternal Procedure History:99000-postPregnancy:0.148 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.148 Maternal Vital: Ht Percentile-postPregnancy:0.148 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.146 Maternal Vital: BP-otherPregnancy:0.145 * Vital: HC-gain0to24 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 920 | OR_unadj: 1.672 [1.308 2.137] | indivs AUC:0.604 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:0.085 Maternal Diagnosis:9ccs61:Sickle cell:0.081 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:-0.076 Maternal Vital: Wt-postPregnancy:0.070 Maternal Maternal Procedure History:99000-otherPregnancy:0.069 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.067 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.066 Maternal Vital: SpO2-postPregnancy:0.063 Maternal Maternal Procedure History:S9470-otherPregnancy:-0.063 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.059 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1120 | OR_unadj: 1.085 [0.845 1.392] | indivs AUC:0.463 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.994 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.337 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.337 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.335 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.334 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.268 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.267 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.173 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.172 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1126 | OR_unadj: 1.090 [0.850 1.398] | indivs AUC:0.467 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.994 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.336 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.336 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.335 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.333 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.266 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.264 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.174 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.172 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1123 | OR_unadj: 1.195 [0.939 1.521] | indivs AUC:0.509 Correlated most with: Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.996 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.386 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.385 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.383 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.382 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.356 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.355 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.345 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.345 * Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 439 | OR_unadj: 0.670 [0.455 0.986] | indivs AUC:0.455 Correlated most with: Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:1.000 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.562 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.273 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.175 Maternal Maternal Lab History: AST-otherPregnancy:0.138 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.114 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.105 Maternal Maternal Lab History: AST-postPregnancy:0.104 Maternal Maternal Lab History: SODIUM-otherPregnancy:0.103 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.102 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1123 | OR_unadj: 1.078 [0.842 1.380] | indivs AUC:0.554 Correlated most with: Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:1.000 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.996 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.736 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.734 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.673 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.670 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.639 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.638 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.623 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.621 Maternal Maternal Lab History: MCH-postPregnancy | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 550 | OR_unadj: 0.875 [0.645 1.187] | indivs AUC:0.523 Correlated most with: Maternal Maternal Lab History: MCH-postPregnancy:1.000 Maternal Maternal Lab History: MCV-postPregnancy:0.745 Maternal Maternal Lab History: RDW-postPregnancy:-0.561 Maternal Maternal Lab History: MCH-otherPregnancy:0.447 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.397 Maternal Maternal Lab History: MCV-otherPregnancy:0.389 Maternal Maternal Lab History: RBC-postPregnancy:-0.345 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.289 Maternal Maternal Lab History: RDW-otherPregnancy:-0.273 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:-0.211 Vital: HR-avg19to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 455 | OR_unadj: 1.253 [0.883 1.777] | indivs AUC:0.503 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:-0.074 Maternal Maternal Lab History: NT MoM-postPregnancy:0.070 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.070 Diagnosis:9ccs251:Abdomnl pain:-0.069 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.068 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.066 Diagnosis:9ccs259:Unclassified:0.066 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.065 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.063 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.063 Vital: HC-avg13to16 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 973 | OR_unadj: 1.129 [0.890 1.433] | indivs AUC:0.554 Correlated most with: Maternal Maternal Procedure History:S9470-otherPregnancy:-0.087 Maternal Diagnosis:9ccs190:Fetal distrs:0.084 Lab:297262 HEMOGLOBIN (HEMOCUE):0.082 Maternal Diagnosis:9ccs238:Complic proc:0.077 Diagnosis:9ccs143:Abdom hernia:0.073 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.071 Newborn Diagnosis:9ccs224:Ot perint dx:0.068 Diagnosis:9ccs62:Coag/hemr dx:0.066 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.065 Diagnosis:9ccs76:Meningitis:-0.063 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1129 | OR_unadj: 1.101 [0.860 1.408] | indivs AUC:0.556 Correlated most with: Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:1.000 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.996 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.736 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.733 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.673 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.670 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.639 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.637 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.624 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.621 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1129 | OR_unadj: 1.187 [0.933 1.510] | indivs AUC:0.504 Correlated most with: Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.996 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.387 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.385 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.382 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.381 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.357 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.355 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.345 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.344 Vital: HR-avg1to3 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 265 | OR_unadj: 0.901 [0.585 1.388] | indivs AUC:0.499 Correlated most with: Maternal Maternal Procedure History:96372-otherPregnancy:0.122 Diagnosis:9ccs7:Viral infect:0.104 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.103 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:-0.095 Newborn Diagnosis:9ccs191:Amnios dx:0.090 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:-0.084 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.082 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:-0.079 Diagnosis:9ccs125:Bronchitis:0.076 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.075 * Vital: Ht Percentile-avg19to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 931 | OR_unadj: 1.595 [1.246 2.040] | indivs AUC:0.596 Correlated most with: Maternal Vital: Ht-postPregnancy:0.126 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.086 Diagnosis:9ccs136:Teeth dx:-0.078 Maternal Maternal Procedure History:59430-postPregnancy:-0.077 Diagnosis:9ccs59:Anemia:-0.076 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.073 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.071 Maternal Diagnosis:9ccs155:Other GI dx:0.069 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.067 Maternal Diagnosis:9ccs185:Long pregncy:0.066 * Vital: Ht-avg19to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1391 | OR_unadj: 1.584 [1.262 1.987] | indivs AUC:0.584 Correlated most with: Maternal Maternal Procedure History:90801-postPregnancy:-0.156 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.124 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.121 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.111 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.107 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.106 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.103 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:-0.102 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.091 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:-0.086 Vital: HR-avg16to19 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 366 | OR_unadj: 1.321 [0.899 1.943] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.092 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.089 Diagnosis:9ccs125:Bronchitis:0.084 Newborn Diagnosis:9ccs217:Ot cong anom:0.083 Maternal Maternal Procedure History:59430-postPregnancy:0.080 Maternal Maternal Lab History: MONOS-otherPregnancy:0.079 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.077 Diagnosis:9ccs217:Ot cong anom:0.074 Diagnosis:9ccs247:Lymph enlarg:-0.073 Maternal Vital: Wt Percentile-otherPregnancy:-0.070 * Vital: Ht Percentile-gain0to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 926 | OR_unadj: 1.596 [1.246 2.043] | indivs AUC:0.590 Correlated most with: Maternal Vital: Ht-postPregnancy:0.126 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.084 Maternal Maternal Procedure History:59430-postPregnancy:-0.077 Diagnosis:9ccs136:Teeth dx:-0.075 Diagnosis:9ccs59:Anemia:-0.074 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.073 Maternal Diagnosis:9ccs185:Long pregncy:0.071 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.071 Maternal Diagnosis:9ccs155:Other GI dx:0.068 Maternal Diagnosis:9ccs184:Early labor:-0.066 * Vital: Wt Percentile-gain1to5 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 424 | OR_unadj: 0.622 [0.403 0.960] | indivs AUC:0.467 Correlated most with: Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.136 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:-0.117 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.113 Maternal Maternal Procedure History:90801-postPregnancy:0.104 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.098 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:-0.097 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.096 Maternal Maternal Lab History: UIBC-postPregnancy:-0.092 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.091 Maternal Vital: Wt Change-otherPregnancy:-0.088 Vital: Wt Change-avg5to7 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 425 | OR_unadj: 1.110 [0.767 1.607] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs125:Bronchitis:-0.121 Number of Visits:-0.114 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.107 Diagnosis:9ccs92:Otitis media:-0.106 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.105 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.089 Diagnosis:9ccs7:Viral infect:-0.086 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.085 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.084 Maternal Maternal Procedure History:93005-postPregnancy:-0.082 * Vital: BMI Percentile-avg19to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 275 | OR_unadj: 2.882 [2.032 4.086] | indivs AUC:0.597 Correlated most with: Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.100 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.090 Newborn Diagnosis:9ccs253:Allergy:-0.086 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.085 Diagnosis:9ccs48:Thyroid dsor:-0.077 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.077 Diagnosis:9ccs58:Ot nutrit dx:0.074 Maternal Maternal Procedure History:99401-otherPregnancy:0.073 Newborn Diagnosis:9ccs191:Amnios dx:0.069 Maternal Maternal Procedure History:87880-postPregnancy:-0.069 Maternal Maternal Lab History: WBC-postPregnancy | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 549 | OR_unadj: 1.015 [0.727 1.418] | indivs AUC:0.526 Correlated most with: Maternal Maternal Lab History: WBC-postPregnancy:1.000 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.789 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.661 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.550 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.465 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.356 Maternal Maternal Lab History: WBC-otherPregnancy:0.296 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.233 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.228 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:-0.222 * Vital: HC-avg19to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 933 | OR_unadj: 1.593 [1.247 2.034] | indivs AUC:0.601 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:0.085 Maternal Diagnosis:9ccs61:Sickle cell:0.081 Maternal Vital: Wt-postPregnancy:0.075 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:-0.072 Maternal Maternal Procedure History:S9470-otherPregnancy:-0.068 Maternal Maternal Procedure History:99000-otherPregnancy:0.066 Diagnosis:9ccs143:Abdom hernia:0.064 Maternal Vital: SpO2-postPregnancy:0.063 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.060 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.059 * Vital: Wt Percentile-gain0to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 914 | OR_unadj: 2.491 [1.969 3.150] | indivs AUC:0.673 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.093 Maternal Vital: Wt-postPregnancy:0.093 Diagnosis:9ccs136:Teeth dx:-0.092 Maternal Maternal Lab History: IRON-postPregnancy:-0.078 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.076 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.075 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:-0.074 Maternal Diagnosis:9ccs184:Early labor:-0.074 Diagnosis:9ccs128:Asthma:0.073 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.070 * Vital: HC-avg5to7 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1177 | OR_unadj: 1.779 [1.148 2.758] | indivs AUC:0.570 Correlated most with: Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.314 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.189 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.173 Diagnosis:9ccs10:Immuniz/scrn:-0.162 Maternal Maternal Lab History: IRON-postPregnancy:-0.156 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.154 Diagnosis:9ccs3:Oth bact inf:-0.152 Diagnosis:9ccs255:Social admin:-0.137 Number of Visits:-0.136 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.131 Vital: Wt Change-avg3to5 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 370 | OR_unadj: 0.972 [0.656 1.439] | indivs AUC:0.549 Correlated most with: Number of Visits:-0.115 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.113 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.113 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.102 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.099 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.097 Diagnosis:9ccs133:Oth low resp:-0.097 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.093 Maternal Maternal Lab History: IRON-postPregnancy:-0.093 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.093 Maternal Maternal Lab History: RBC-postPregnancy | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 550 | OR_unadj: 0.781 [0.564 1.080] | indivs AUC:0.495 Correlated most with: Maternal Maternal Lab History: RBC-postPregnancy:1.000 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.770 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.690 Maternal Maternal Lab History: MCH-postPregnancy:-0.345 Maternal Maternal Lab History: MCV-postPregnancy:-0.322 Maternal Maternal Lab History: RBC-otherPregnancy:0.290 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.286 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.270 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.261 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.230 Vital: Ht Percentile-avg1to3 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 371 | OR_unadj: 1.004 [0.693 1.454] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.111 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.099 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.097 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.097 Maternal Diagnosis:9ccs185:Long pregncy:0.096 Maternal Diagnosis:9ccs184:Early labor:-0.095 Newborn Diagnosis:9ccs219:Low birth wt:-0.091 Maternal Diagnosis:9ccs183:HTN in preg:-0.088 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.087 Diagnosis:9ccs117:Ot circul dx:-0.082 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1129 | OR_unadj: 1.207 [0.948 1.536] | indivs AUC:0.479 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.999 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.673 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.672 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.633 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.632 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.613 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.612 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.357 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.355 Vital: Ht Percentile-avg5to7 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 474 | OR_unadj: 1.174 [0.856 1.610] | indivs AUC:0.517 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.108 Maternal Maternal Procedure History:59430-postPregnancy:-0.091 Maternal Vital: Ht-postPregnancy:0.090 Diagnosis:9ccs117:Ot circul dx:-0.088 Maternal Maternal Lab History: UIBC-postPregnancy:-0.084 Diagnosis:9ccs219:Low birth wt:-0.082 Newborn Diagnosis:9ccs217:Ot cong anom:0.081 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.081 Maternal Vital: Wt Change-postPregnancy:-0.079 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.078 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1123 | OR_unadj: 1.201 [0.943 1.530] | indivs AUC:0.482 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.673 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.672 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.633 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.632 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.613 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.611 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.356 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.355 * Vital: Wt Percentile-avg19to24 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 920 | OR_unadj: 2.523 [1.996 3.191] | indivs AUC:0.683 Correlated most with: Diagnosis:9ccs136:Teeth dx:-0.095 Maternal Vital: Wt-postPregnancy:0.094 Maternal Diagnosis:9ccs185:Long pregncy:0.090 Maternal Maternal Lab History: IRON-postPregnancy:-0.078 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:-0.077 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.076 Maternal Diagnosis:9ccs184:Early labor:-0.075 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.074 Diagnosis:9ccs128:Asthma:0.072 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.069 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 550 | OR_unadj: 0.931 [0.684 1.267] | indivs AUC:0.501 Correlated most with: Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.945 Maternal Maternal Lab History: RBC-postPregnancy:0.770 Maternal Maternal Lab History: RDW-postPregnancy:-0.407 Maternal Maternal Lab History: MCV-postPregnancy:0.351 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.317 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.313 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.297 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.289 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.289 Vital: Wt Percentile-gain0to3 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 363 | OR_unadj: 1.189 [0.815 1.732] | indivs AUC:0.515 Correlated most with: Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.128 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.125 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.121 Maternal Diagnosis:9ccs211:Ot conn tiss:0.112 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.110 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.106 Maternal Vital: Wt Change-otherPregnancy:0.098 Maternal Maternal Procedure History:90656-postPregnancy:0.095 Maternal Maternal Lab History: AFP-otherPregnancy:-0.092 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.090 Vital: Ht Percentile-avg7to10 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 538 | OR_unadj: 1.276 [0.951 1.712] | indivs AUC:0.523 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.101 Diagnosis:9ccs117:Ot circul dx:-0.084 Diagnosis:9ccs219:Low birth wt:-0.084 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.080 Diagnosis:9ccs223:Birth trauma:0.077 Maternal Maternal Lab History: NT MoM-postPregnancy:-0.072 Maternal Diagnosis:9ccs184:Early labor:-0.071 Newborn Diagnosis:9ccs224:Ot perint dx:0.070 Newborn Diagnosis:9ccs253:Allergy:-0.068 Diagnosis:9ccs8:Oth infectns:0.061 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 504 | OR_unadj: 1.043 [0.709 1.532] | indivs AUC:0.531 Correlated most with: Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.447 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.354 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.312 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.292 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.289 Maternal Maternal Lab History: RBC-postPregnancy:0.230 Maternal Maternal Lab History: WBC-postPregnancy:-0.205 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.166 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.163 Vital: Ht Percentile-avg0to1 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 309 | OR_unadj: 1.145 [0.783 1.674] | indivs AUC:0.507 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.139 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.121 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.120 Maternal Maternal Lab History: HCG-otherPregnancy:-0.117 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.115 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.110 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.107 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.103 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.099 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.099 * Vital: Ht-gain0to24 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1385 | OR_unadj: 1.531 [1.220 1.920] | indivs AUC:0.572 Correlated most with: Maternal Maternal Procedure History:90801-postPregnancy:-0.157 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.130 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.121 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.110 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.108 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.107 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.106 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:-0.105 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.096 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:-0.087 * Vital: Wt for Len Percentile-avg7to10 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1339 | OR_unadj: 2.266 [1.799 2.853] | indivs AUC:0.670 Correlated most with: Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.088 Diagnosis:9ccs128:Asthma:0.084 Diagnosis:9ccs95:Oth nerv dx:-0.083 Maternal Maternal Lab History: APTT-postPregnancy:-0.082 Diagnosis:9ccs125:Bronchitis:0.077 Maternal Maternal Procedure History:S9470-postPregnancy:0.076 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.075 MatDeliveryAge:-0.073 Maternal Maternal Lab History: RDW-postPregnancy:0.071 Maternal Vital: Ht-postPregnancy:-0.069 Vital: Ht Percentile-avg3to5 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 407 | OR_unadj: 1.123 [0.792 1.592] | indivs AUC:0.524 Correlated most with: Diagnosis:9ccs223:Birth trauma:0.105 Maternal Maternal Lab History: UIBC-postPregnancy:-0.095 Maternal Diagnosis:9ccs185:Long pregncy:0.091 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.086 Newborn Diagnosis:9ccs219:Low birth wt:-0.084 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.083 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:-0.081 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.080 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.079 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.078 * Vital: Wt for Len Percentile-avg13to16 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1286 | OR_unadj: 2.171 [1.726 2.731] | indivs AUC:0.666 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.104 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.078 MatDeliveryAge:-0.076 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.076 Diagnosis:9ccs147:Anal/rectal:0.072 Maternal Diagnosis:9ccs188:Pelvic obstr:0.071 Maternal Diagnosis:9ccs186:DM in preg:-0.069 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.068 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.067 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.065 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1123 | OR_unadj: 0.843 [0.641 1.108] | indivs AUC:0.482 Correlated most with: Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:1.000 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.997 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.918 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.916 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.746 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.746 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.744 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.743 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.714 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.712 Vital: Ht Percentile-gain0to3 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 388 | OR_unadj: 1.032 [0.709 1.504] | indivs AUC:0.540 Correlated most with: Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.119 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.119 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.118 Maternal Diagnosis:9ccs58:Ot nutrit dx:-0.117 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.108 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.107 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:-0.105 Maternal Diagnosis:9ccs211:Ot conn tiss:0.102 Maternal Maternal Lab History: AFP-otherPregnancy:-0.092 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.090 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 550 | OR_unadj: 1.000 [0.742 1.347] | indivs AUC:0.522 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:1.000 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.945 Maternal Maternal Lab History: RBC-postPregnancy:0.690 Maternal Maternal Lab History: RDW-postPregnancy:-0.496 Maternal Maternal Lab History: MCH-postPregnancy:0.397 Maternal Maternal Lab History: MCV-postPregnancy:0.389 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.377 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.325 Maternal Maternal Lab History: MCH-otherPregnancy:0.281 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.274 Vital: HR-avg3to5 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 273 | OR_unadj: 0.649 [0.397 1.061] | indivs AUC:0.486 Correlated most with: Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.100 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.082 Maternal Maternal Procedure History:59430-postPregnancy:0.080 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.079 Maternal Diagnosis:9ccs185:Long pregncy:-0.079 Diagnosis:9ccs224:Ot perint dx:0.077 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.076 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.076 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.074 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:-0.073 * Vital: Wt Percentile-avg7to10 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 536 | OR_unadj: 1.504 [1.134 1.995] | indivs AUC:0.544 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.096 Newborn Diagnosis:9ccs191:Amnios dx:0.092 Maternal Diagnosis:9ccs185:Long pregncy:0.092 Maternal Diagnosis:9ccs188:Pelvic obstr:0.084 Maternal Vital: Ht Percentile-postPregnancy:-0.082 Diagnosis:9ccs155:Other GI dx:-0.082 Maternal Maternal Lab History: APTT-postPregnancy:-0.079 Maternal Maternal Procedure History:97110-postPregnancy:-0.077 Maternal Diagnosis:9ccs259:Unclassified:-0.077 Diagnosis:9ccs223:Birth trauma:0.075 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 507 | OR_unadj: 0.769 [0.544 1.086] | indivs AUC:0.465 Correlated most with: Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.793 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.616 Maternal Maternal Lab History: WBC-postPregnancy:-0.550 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.466 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.461 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.377 Maternal Maternal Lab History: POLYS-postPregnancy:-0.374 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.312 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.297 Vital: Wt Percentile-avg0to1 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 299 | OR_unadj: 1.324 [0.896 1.956] | indivs AUC:0.514 Correlated most with: Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.127 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.123 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.117 Maternal Maternal Lab History: HCG-otherPregnancy:-0.117 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.116 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.115 Maternal Diagnosis:9ccs185:Long pregncy:0.114 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.114 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.114 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.114 * Vital: Wt Percentile-avg13to16 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 654 | OR_unadj: 1.705 [1.318 2.206] | indivs AUC:0.580 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.095 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.094 Diagnosis:9ccs239:Superfic inj:-0.092 Diagnosis:9ccs136:Teeth dx:-0.079 Maternal Maternal Procedure History:85018-postPregnancy:-0.077 Maternal Vital: Wt-postPregnancy:0.076 Maternal Maternal Procedure History:87880-postPregnancy:-0.075 Maternal Maternal Lab History: IRON-postPregnancy:-0.074 Maternal Maternal Procedure History:90801-postPregnancy:0.071 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:-0.071 Vital: Wt Percentile-avg3to5 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 396 | OR_unadj: 1.125 [0.805 1.571] | indivs AUC:0.529 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.114 Newborn Diagnosis:9ccs217:Ot cong anom:0.107 Maternal Maternal Lab History: IRON-postPregnancy:-0.103 Maternal Diagnosis:9ccs185:Long pregncy:0.088 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.077 Diagnosis:9ccs219:Low birth wt:-0.074 Newborn Diagnosis:9ccs219:Low birth wt:-0.072 Diagnosis:9ccs138:Esophgeal dx:-0.071 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.070 Maternal Maternal Procedure History:90801-postPregnancy:0.070 Maternal Maternal Lab History: BASOPHIL-postPregnancy | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 485 | OR_unadj: 0.826 [0.561 1.217] | indivs AUC:0.527 Correlated most with: Maternal Maternal Lab History: BASOPHIL-postPregnancy:1.000 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.461 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.368 Maternal Maternal Lab History: WBC-postPregnancy:-0.356 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.317 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.314 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.292 Maternal Maternal Lab History: RBC-postPregnancy:0.270 Maternal Maternal Lab History: POLYS-postPregnancy:-0.242 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.240 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1128 | OR_unadj: 1.098 [0.856 1.409] | indivs AUC:0.440 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.998 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.949 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.946 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.788 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.787 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.787 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.785 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.746 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.744 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1122 | OR_unadj: 1.093 [0.852 1.402] | indivs AUC:0.443 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.998 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.948 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.945 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.789 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.787 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.787 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.783 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.746 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.744 Maternal Maternal Lab History: ABS LYMPH-postPregnancy | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 437 | OR_unadj: 0.870 [0.606 1.251] | indivs AUC:0.520 Correlated most with: Maternal Maternal Lab History: ABS LYMPH-postPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.545 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.466 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.238 Maternal Maternal Lab History: WBC-postPregnancy:0.233 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.195 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.160 Maternal Maternal Lab History: RBC-postPregnancy:0.144 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.137 Maternal Maternal Lab History: FASTING-postPregnancy:0.128 * Vital: Wt Percentile-avg5to7 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 462 | OR_unadj: 1.576 [1.167 2.127] | indivs AUC:0.533 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.101 Newborn Diagnosis:9ccs217:Ot cong anom:0.098 Maternal Maternal Lab History: APTT-postPregnancy:-0.087 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.086 Maternal Diagnosis:9ccs185:Long pregncy:0.083 Diagnosis:9ccs205:Back problem:0.083 Diagnosis:9ccs138:Esophgeal dx:-0.081 Diagnosis:9ccs159:UTI:0.075 Diagnosis:9ccs219:Low birth wt:-0.072 Maternal Diagnosis:9ccs188:Pelvic obstr:0.069 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1129 | OR_unadj: 0.852 [0.649 1.119] | indivs AUC:0.485 Correlated most with: Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:1.000 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.997 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.918 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.915 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.746 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.746 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.744 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.744 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.713 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.712 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 439 | OR_unadj: 0.858 [0.606 1.215] | indivs AUC:0.530 Correlated most with: Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:1.000 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.793 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.751 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:-0.545 Maternal Maternal Lab History: WBC-postPregnancy:0.465 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.447 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.368 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.364 Maternal Maternal Lab History: RBC-postPregnancy:-0.261 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.227 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1120 | OR_unadj: 1.111 [0.861 1.433] | indivs AUC:0.443 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.996 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.919 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.916 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.787 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.785 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.714 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.712 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.666 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.664 Vital: RR-avg7to10 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 249 | OR_unadj: 1.208 [0.786 1.858] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs7:Viral infect:0.109 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.099 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.098 Maternal Maternal Lab History: BASOPHIL-otherPregnancy:-0.094 Diagnosis:9ccs125:Bronchitis:0.093 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.088 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.085 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.085 Diagnosis:9ccs219:Low birth wt:0.080 Maternal Maternal Lab History: LDL-otherPregnancy:0.077 Vital: RR-avg10to13 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 258 | OR_unadj: 1.045 [0.647 1.689] | indivs AUC:0.535 Correlated most with: Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.135 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.104 Diagnosis:9ccs2:Septicemia:0.099 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:-0.079 Diagnosis:9ccs125:Bronchitis:0.074 Maternal Maternal Lab History: PT-otherPregnancy:0.072 Diagnosis:9ccs135:Intest infct:0.072 Diagnosis:9ccs47:Ot bnign neo:-0.070 Diagnosis:9ccs7:Viral infect:0.067 Diagnosis:9ccs159:UTI:0.066 Vital: HR-avg0to1 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 196 | OR_unadj: 1.544 [0.961 2.479] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs259:Unclassified:0.140 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.082 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:-0.081 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.081 Diagnosis:9ccs213:Cardiac anom:0.081 Diagnosis:9ccs4:Mycoses:0.075 Diagnosis:9ccs223:Birth trauma:0.069 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.067 Maternal Maternal Lab History: FREE T3-postPregnancy:0.066 Maternal Diagnosis:9ccs48:Thyroid dsor:-0.066 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 435 | OR_unadj: 0.805 [0.541 1.197] | indivs AUC:0.512 Correlated most with: Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:1.000 Maternal Maternal Lab History: WBC-postPregnancy:0.789 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.751 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.701 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.616 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.314 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.289 Maternal Maternal Lab History: WBC-otherPregnancy:0.245 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.227 Maternal Maternal Lab History: RBC-postPregnancy:-0.226 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1126 | OR_unadj: 1.098 [0.851 1.416] | indivs AUC:0.439 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.996 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.919 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.915 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.787 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.783 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.714 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.711 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.667 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.663 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1129 | OR_unadj: 1.139 [0.899 1.443] | indivs AUC:0.558 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.998 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.933 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.931 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.725 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.725 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.715 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.715 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.713 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.712 * Vital: BMI Percentile-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 247 | OR_unadj: 2.918 [2.034 4.185] | indivs AUC:0.572 Correlated most with: Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.128 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.094 Newborn Diagnosis:9ccs253:Allergy:-0.093 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.088 Diagnosis:9ccs48:Thyroid dsor:-0.084 Maternal Maternal Procedure History:99401-otherPregnancy:0.077 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.074 Diagnosis:9ccs58:Ot nutrit dx:0.073 Maternal Maternal Procedure History:90649-postPregnancy:0.071 Newborn Diagnosis:9ccs191:Amnios dx:0.071 Vital: Wt Percentile-avg1to3 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 348 | OR_unadj: 1.343 [0.953 1.892] | indivs AUC:0.493 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.108 Newborn Diagnosis:9ccs219:Low birth wt:-0.105 Diagnosis:9ccs219:Low birth wt:-0.099 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.097 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.094 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.094 Maternal Diagnosis:9ccs184:Early labor:-0.092 Diagnosis:9ccs138:Esophgeal dx:-0.090 Maternal Maternal Lab History: MONOS-otherPregnancy:0.089 Maternal Diagnosis:9ccs183:HTN in preg:-0.088 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1123 | OR_unadj: 1.121 [0.884 1.421] | indivs AUC:0.553 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.998 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.933 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.931 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.726 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.724 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.716 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.715 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.714 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.712 Vital: Wt for Len Percentile-avg3to5 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 504 | OR_unadj: 1.284 [0.941 1.751] | indivs AUC:0.596 Correlated most with: Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.075 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.072 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.070 Maternal Diagnosis:9ccs190:Fetal distrs:0.069 Lab:294147 FREE T4 - LMC:0.066 Maternal Maternal Lab History: ANION GAP-postPregnancy:-0.066 Maternal Maternal Procedure History:90746-postPregnancy:0.066 Diagnosis:9ccs117:Ot circul dx:-0.065 Diagnosis:9ccs211:Ot conn tiss:-0.063 Diagnosis:9ccs208:Acq foot def:0.059 Vital: Wt Change-avg1to3 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 316 | OR_unadj: 0.819 [0.534 1.257] | indivs AUC:0.475 Correlated most with: Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.097 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.092 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.090 Maternal Maternal Lab History: NT MoM-postPregnancy:-0.086 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.084 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.083 Maternal Maternal Procedure History:97014-postPregnancy:-0.081 Maternal Maternal Procedure History:J1055-postPregnancy:0.080 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.078 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.078 Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1428 | OR_unadj: 0.961 [0.720 1.284] | indivs AUC:0.455 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:1.000 Diagnosis:9ccs255:Social admin:0.472 Diagnosis:9ccs126:Ot up rsp in:0.309 Number of Visits:0.260 Diagnosis:9ccs7:Viral infect:0.243 Diagnosis:9ccs257:Ot aftercare:0.212 Diagnosis:9ccs92:Otitis media:0.200 Diagnosis:9ccs253:Allergy:0.198 Diagnosis:9ccs125:Bronchitis:0.161 Diagnosis:9ccs90:Eye infectn:0.151 Vital: RR-avg13to16 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 199 | OR_unadj: 1.538 [0.931 2.540] | indivs AUC:0.508 Correlated most with: Maternal Diagnosis:9ccs74:Ot mentl cnd:0.127 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.110 Maternal Maternal Procedure History:J7302-postPregnancy:-0.102 Maternal Maternal Lab History: UIBC-postPregnancy:-0.102 Maternal Vital: Wt Change-otherPregnancy:0.090 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.086 Maternal Maternal Lab History: PH-otherPregnancy:-0.083 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:-0.082 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.079 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.078 * Maternal Maternal Lab History: URINE PH-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 262 | OR_unadj: 0.615 [0.404 0.936] | indivs AUC:0.495 Correlated most with: Maternal Maternal Lab History: URINE PH-postPregnancy:1.000 Maternal Maternal Lab History: URINE PH-otherPregnancy:0.206 Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:-0.146 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:-0.130 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:-0.124 Maternal Maternal Lab History: MCV-postPregnancy:0.122 Maternal Maternal Lab History: CHLORIDE-postPregnancy:-0.121 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:-0.120 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:-0.113 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.112 Maternal Maternal Lab History: CREATININE-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 317 | OR_unadj: nan [ nan nan] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: CREATININE-postPregnancy:1.000 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.435 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.366 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.331 Maternal Maternal Procedure History:99000-otherPregnancy:0.220 Maternal Maternal Lab History: INR-postPregnancy:0.214 Maternal Maternal Procedure History:90656-otherPregnancy:0.211 Maternal Vital: Temp-postPregnancy:0.196 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.195 Maternal Maternal Procedure History:J7300-postPregnancy:0.169 Census:Percent; Estimate; Percent high school graduate or higher-latest | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1129 | OR_unadj: 1.179 [0.933 1.489] | indivs AUC:0.455 Correlated most with: Census:Percent; Estimate; Percent high school graduate or higher-latest:1.000 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.933 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.931 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.918 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.916 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.794 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.792 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.788 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.787 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 561 | OR_unadj: 0.789 [0.525 1.186] | indivs AUC:0.525 Correlated most with: Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:1.000 Maternal Maternal Procedure History:81000-postPregnancy:0.727 Maternal Maternal Procedure History:99401-postPregnancy:0.319 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.308 Maternal Vital: BMI-postPregnancy:0.279 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.250 Maternal Maternal Procedure History:90656-otherPregnancy:-0.246 Maternal Maternal Lab History: POLYS-postPregnancy:0.246 Maternal Maternal Procedure History:99000-postPregnancy:0.235 Maternal Maternal Lab History: CREATININE-otherPregnancy:-0.235 Census:Percent; Estimate; Percent bachelor's degree or higher-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1129 | OR_unadj: 0.967 [0.745 1.256] | indivs AUC:0.415 Correlated most with: Census:Percent; Estimate; Percent bachelor's degree or higher-latest:1.000 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.997 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.949 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.945 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.919 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.916 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.794 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.792 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.746 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.743 Maternal Maternal Lab History: Alk Phos-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 300 | OR_unadj: 0.574 [0.322 1.022] | indivs AUC:0.514 Correlated most with: Maternal Maternal Lab History: Alk Phos-postPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.530 Maternal Maternal Lab History: LDH-postPregnancy:0.445 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.422 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:0.335 Maternal Maternal Lab History: CALCIUM-postPregnancy:-0.331 Maternal Diagnosis:9ccs149:Biliary dx:0.288 Maternal Maternal Lab History: AST-postPregnancy:0.284 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.282 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.261 Census:Percent; Estimate; Percent high school graduate or higher-birth | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1123 | OR_unadj: 1.190 [0.942 1.504] | indivs AUC:0.459 Correlated most with: Census:Percent; Estimate; Percent high school graduate or higher-birth:1.000 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.933 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.931 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.918 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.915 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.794 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.792 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.789 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.787 Vital: Wt for Len Percentile-gain1to5 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 495 | OR_unadj: 1.260 [0.921 1.724] | indivs AUC:0.589 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:-0.088 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.084 Diagnosis:9ccs3:Oth bact inf:-0.076 Maternal Diagnosis:9ccs190:Fetal distrs:0.072 Maternal Diagnosis:9ccs106:Dysrhythmia:-0.068 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.067 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:-0.064 Lab:294147 FREE T4 - LMC:0.063 Maternal Maternal Procedure History:90746-postPregnancy:0.062 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.059 * Vital: RR-avg5to7 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 191 | OR_unadj: 1.899 [1.195 3.018] | indivs AUC:0.522 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.232 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.149 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.139 Maternal Maternal Procedure History:93005-otherPregnancy:0.113 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.112 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.109 Diagnosis:9ccs211:Ot conn tiss:0.104 Maternal Maternal Procedure History:93005-postPregnancy:0.095 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.093 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.092 Vital: Wt Change-avg0to1 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 225 | OR_unadj: 0.845 [0.517 1.380] | indivs AUC:0.490 Correlated most with: Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.168 Diagnosis:9ccs222:Perint jaund:-0.119 Maternal Maternal Lab History: MONOS-otherPregnancy:0.119 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.114 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.110 Maternal Maternal Procedure History:81025-postPregnancy:0.098 Maternal Maternal Procedure History:J1055-postPregnancy:0.096 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.093 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.093 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.093 Vital: RR-avg1to3 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 165 | OR_unadj: 1.209 [0.727 2.010] | indivs AUC:0.470 Correlated most with: Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:-0.114 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.107 Maternal Diagnosis:9ccs259:Unclassified:-0.083 Diagnosis:9ccs75:Hx mental dx:-0.080 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.070 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:-0.065 Diagnosis:9ccs244:Other injury:-0.063 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.063 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.061 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.058 Vital: RR-avg19to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 186 | OR_unadj: 1.215 [0.655 2.254] | indivs AUC:0.480 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.309 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.303 Maternal Maternal Lab History: ALT-otherPregnancy:0.141 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.122 Maternal Maternal Procedure History:J7302-postPregnancy:0.120 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.115 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.106 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.096 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.095 Diagnosis:9ccs8:Oth infectns:0.094 Vital: RR-avg3to5 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 185 | OR_unadj: 1.354 [0.827 2.219] | indivs AUC:0.484 Correlated most with: Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.201 Maternal Maternal Lab History: PATIENT-postPregnancy:0.179 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.175 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.168 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.138 Newborn Diagnosis:9ccs221:Resp distres:0.127 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.122 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.118 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.117 Diagnosis:9ccs163:Other GU dx:0.113 Maternal Diagnosis:9ccs183:HTN in preg | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 202 | OR_unadj: 1.377 [0.987 1.920] | indivs AUC:0.494 Correlated most with: Maternal Diagnosis:9ccs183:HTN in preg:1.000 Maternal Diagnosis:9ccs98:HTN:0.230 Maternal Maternal Lab History: LDH-postPregnancy:0.174 Newborn Diagnosis:9ccs219:Low birth wt:0.165 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.163 Maternal Diagnosis:9ccs184:Early labor:0.161 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.130 Newborn Diagnosis:9ccs222:Perint jaund:0.127 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.116 Maternal Vital: BP-postPregnancy:0.111 Maternal Vital: Temp-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 242 | OR_unadj: 1.074 [0.524 2.198] | indivs AUC:0.466 Correlated most with: Maternal Vital: Temp-postPregnancy:1.000 Maternal Vital: Temp-otherPregnancy:0.232 Maternal Maternal Lab History: CREATININE-postPregnancy:0.196 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.163 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.160 Maternal Maternal Procedure History:86703-otherPregnancy:-0.160 Maternal Maternal Lab History: MCV-postPregnancy:-0.158 Maternal Maternal Lab History: RDW-postPregnancy:0.146 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.144 Maternal Maternal Procedure History:99000-postPregnancy:-0.138 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 262 | OR_unadj: 0.768 [0.482 1.225] | indivs AUC:0.513 Correlated most with: Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:1.000 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:0.294 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:-0.179 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:-0.172 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.169 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.169 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.166 Maternal Maternal Lab History: WBC-postPregnancy:-0.155 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.132 Maternal Maternal Procedure History:81000-postPregnancy:0.132 Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 107 | OR_unadj: 1.091 [0.565 2.105] | indivs AUC:0.498 Correlated most with: Lab:295669 BILIRUBIN DIRECT - LMC:1.000 Lab:294203 BILIRUBIN TOTAL - LMC:0.374 Diagnosis:9ccs62:Coag/hemr dx:-0.113 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.096 Maternal Diagnosis:9ccs5:HIV infectn:-0.088 Maternal Diagnosis:9ccs48:Thyroid dsor:0.078 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.078 Maternal Maternal Lab History: ANION GAP-postPregnancy:-0.076 Maternal Diagnosis:9ccs98:HTN:0.075 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.071 * Maternal Maternal Lab History: CALCIUM-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 316 | OR_unadj: 0.608 [0.394 0.938] | indivs AUC:0.470 Correlated most with: Maternal Maternal Lab History: CALCIUM-postPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.610 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.560 Maternal Maternal Lab History: LDH-postPregnancy:-0.378 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.331 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.274 Maternal Maternal Lab History: CHLORIDE-postPregnancy:-0.257 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.242 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.234 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.225 Vital: RR-avg16to19 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 156 | OR_unadj: 1.148 [0.576 2.288] | indivs AUC:0.490 Correlated most with: Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.160 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:-0.111 Maternal Maternal Procedure History:90471-otherPregnancy:0.108 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.107 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.103 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:0.100 Diagnosis:9ccs125:Bronchitis:0.093 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.090 Maternal Maternal Lab History: PTT-postPregnancy:0.088 Maternal Maternal Lab History: PT-otherPregnancy:0.088 Maternal Vital: Wt Change-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 255 | OR_unadj: 0.977 [0.645 1.479] | indivs AUC:0.507 Correlated most with: Maternal Vital: Wt Change-postPregnancy:1.000 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:0.246 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.241 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:-0.199 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.189 Maternal Maternal Procedure History:45300-postPregnancy:0.177 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.156 Newborn Diagnosis:9ccs95:Oth nerv dx:0.140 Maternal Vital: HR-postPregnancy:0.137 Maternal Maternal Lab History: LDL-postPregnancy:-0.133 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 223 | OR_unadj: 0.953 [0.574 1.583] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:1.000 Lab:294147 FREE T4 - LMC:-0.208 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.203 Lab:294205 TSH REFLEX TO FT4 - LMC:0.167 Maternal Diagnosis:9ccs186:DM in preg:0.167 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.142 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.137 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.131 Maternal Maternal Lab History: ALT-postPregnancy:0.131 Maternal Maternal Procedure History:86580-postPregnancy:0.124 Census:Percent; Estimate; Percent bachelor's degree or higher-birth | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1123 | OR_unadj: 0.979 [0.754 1.271] | indivs AUC:0.419 Correlated most with: Census:Percent; Estimate; Percent bachelor's degree or higher-birth:1.000 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.997 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.948 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.946 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.919 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.915 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.794 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.792 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.746 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.744 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 436 | OR_unadj: 0.813 [0.567 1.167] | indivs AUC:0.480 Correlated most with: Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:1.000 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.701 Maternal Maternal Lab History: WBC-postPregnancy:0.661 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:0.562 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.377 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.364 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:-0.176 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.173 Maternal Maternal Lab History: RBC-postPregnancy:-0.173 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:-0.169 Vital: RR-avg0to1 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 127 | OR_unadj: 1.370 [0.818 2.296] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.150 Diagnosis:9ccs151:Oth liver dx:0.082 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.082 Diagnosis:9ccs75:Hx mental dx:-0.079 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.078 Diagnosis:9ccs217:Ot cong anom:-0.077 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.074 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.072 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.072 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.068 Maternal Maternal Lab History: ALT-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 302 | OR_unadj: 0.676 [0.384 1.190] | indivs AUC:0.540 Correlated most with: Maternal Maternal Lab History: ALT-postPregnancy:1.000 Maternal Maternal Lab History: AST-postPregnancy:0.625 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.459 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.254 Maternal Maternal Lab History: VLDL-postPregnancy:0.243 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.240 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.235 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.226 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.224 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.209 Maternal Maternal Lab History: SODIUM-postPregnancy | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 315 | OR_unadj: 0.791 [0.529 1.182] | indivs AUC:0.543 Correlated most with: Maternal Maternal Lab History: SODIUM-postPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.338 Maternal Maternal Lab History: CHLORIDE-postPregnancy:0.329 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.275 Maternal Maternal Lab History: BUN-postPregnancy:0.266 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.253 Maternal Maternal Lab History: INR-postPregnancy:0.214 Maternal Maternal Lab History: PT-postPregnancy:0.189 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.187 Maternal Maternal Lab History: A/G-postPregnancy:0.177 Newborn Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 184 | OR_unadj: 1.088 [0.758 1.563] | indivs AUC:0.503 Correlated most with: Newborn Diagnosis:9ccs222:Perint jaund:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.329 Maternal Diagnosis:9ccs184:Early labor:0.276 Newborn Diagnosis:9ccs256:Exam/eval:0.269 Diagnosis:9ccs219:Low birth wt:0.213 Newborn Diagnosis:9ccs253:Allergy:0.185 Newborn Diagnosis:9ccs221:Resp distres:0.144 Maternal Diagnosis:9ccs183:HTN in preg:0.127 Newborn Diagnosis:9ccs224:Ot perint dx:0.121 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.112 Maternal Maternal Lab History: CHLORIDE-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 315 | OR_unadj: 0.897 [0.598 1.346] | indivs AUC:0.514 Correlated most with: Maternal Maternal Lab History: CHLORIDE-postPregnancy:1.000 Maternal Maternal Lab History: SODIUM-postPregnancy:0.329 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.266 Maternal Maternal Lab History: CALCIUM-postPregnancy:-0.257 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.234 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.215 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:0.172 Maternal Maternal Lab History: A/G-postPregnancy:0.144 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:0.142 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:-0.140 Maternal Maternal Lab History: ALBUMIN-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 302 | OR_unadj: 0.804 [0.538 1.202] | indivs AUC:0.546 Correlated most with: Maternal Maternal Lab History: ALBUMIN-postPregnancy:1.000 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.843 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.610 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.530 Maternal Maternal Lab History: LDH-postPregnancy:-0.381 Maternal Maternal Lab History: SODIUM-postPregnancy:0.338 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.290 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.289 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.274 Maternal Maternal Lab History: RDW-postPregnancy:-0.265 * Vital: BMI Percentile-gain16to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 235 | OR_unadj: 2.838 [1.958 4.112] | indivs AUC:0.576 Correlated most with: Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.108 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.097 Newborn Diagnosis:9ccs253:Allergy:-0.093 Diagnosis:9ccs48:Thyroid dsor:-0.080 Maternal Maternal Procedure History:99401-otherPregnancy:0.079 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.076 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.076 Diagnosis:9ccs209:Ot acq defor:0.075 Newborn Diagnosis:9ccs191:Amnios dx:0.074 Diagnosis:9ccs58:Ot nutrit dx:0.074 * Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 317 | OR_unadj: 0.556 [0.345 0.895] | indivs AUC:0.462 Correlated most with: Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:1.000 Maternal Maternal Lab History: PH-postPregnancy:0.314 Maternal Maternal Lab History: SODIUM-postPregnancy:0.275 Maternal Maternal Lab History: PO2-postPregnancy:-0.182 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.177 Maternal Maternal Lab History: ALT-postPregnancy:0.174 Maternal Maternal Procedure History:85018-postPregnancy:0.171 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.170 Maternal Maternal Lab History: BUN-postPregnancy:0.138 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.136 * Vital: BMI Percentile-gain0to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 235 | OR_unadj: 2.838 [1.958 4.112] | indivs AUC:0.576 Correlated most with: Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.108 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.097 Newborn Diagnosis:9ccs253:Allergy:-0.093 Diagnosis:9ccs48:Thyroid dsor:-0.080 Maternal Maternal Procedure History:99401-otherPregnancy:0.079 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.076 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.076 Diagnosis:9ccs209:Ot acq defor:0.075 Newborn Diagnosis:9ccs191:Amnios dx:0.074 Diagnosis:9ccs58:Ot nutrit dx:0.074 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 301 | OR_unadj: 0.727 [0.472 1.119] | indivs AUC:0.505 Correlated most with: Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.843 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.560 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.422 Maternal Maternal Lab History: LDH-postPregnancy:-0.372 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.297 Maternal Maternal Lab History: CHLORIDE-postPregnancy:-0.266 Maternal Maternal Lab History: SODIUM-postPregnancy:0.253 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.247 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.212 Diagnosis:9ccs255:Social admin | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1667 | OR_unadj: 1.120 [0.650 1.932] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs255:Social admin:1.000 Diagnosis:9ccs10:Immuniz/scrn:0.472 Diagnosis:9ccs126:Ot up rsp in:0.356 Diagnosis:9ccs92:Otitis media:0.205 Diagnosis:9ccs253:Allergy:0.198 Diagnosis:9ccs257:Ot aftercare:0.197 Diagnosis:9ccs7:Viral infect:0.189 Number of Visits:0.139 Diagnosis:9ccs125:Bronchitis:0.138 Diagnosis:9ccs135:Intest infct:0.136 Maternal Vital: Wt-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 266 | OR_unadj: 0.998 [0.625 1.594] | indivs AUC:0.508 Correlated most with: Maternal Vital: Wt-otherPregnancy:1.000 Maternal Vital: Wt-postPregnancy:0.621 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.575 Maternal Vital: BP-otherPregnancy:0.451 Maternal Vital: Ht-otherPregnancy:0.369 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.301 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.289 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.268 Maternal Vital: Ht-postPregnancy:0.236 Maternal Vital: BP-postPregnancy:0.202 Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 107 | OR_unadj: 0.882 [0.382 2.035] | indivs AUC:0.513 Correlated most with: Lab:294203 BILIRUBIN TOTAL - LMC:1.000 Lab:295669 BILIRUBIN DIRECT - LMC:0.374 Diagnosis:9ccs151:Oth liver dx:-0.123 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:-0.114 Maternal Diagnosis:9ccs48:Thyroid dsor:0.109 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:-0.101 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.101 Diagnosis:9ccs222:Perint jaund:-0.101 Diagnosis:9ccs205:Back problem:0.095 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.091 Maternal Vital: BP-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 268 | OR_unadj: 0.904 [0.578 1.413] | indivs AUC:0.520 Correlated most with: Maternal Vital: BP-otherPregnancy:1.000 Maternal Vital: Wt-otherPregnancy:0.451 Maternal Vital: BP-postPregnancy:0.422 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.288 Maternal Vital: Ht-otherPregnancy:0.285 Maternal Vital: Wt-postPregnancy:0.276 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.258 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.246 Maternal Vital: PL-otherPregnancy:0.213 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.211 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 241 | OR_unadj: 0.895 [0.568 1.410] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.941 Maternal Maternal Lab History: RBC-otherPregnancy:0.688 Maternal Maternal Lab History: MCV-otherPregnancy:0.451 Maternal Maternal Lab History: RDW-otherPregnancy:-0.425 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.325 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.296 Maternal Maternal Lab History: MCH-otherPregnancy:0.293 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.289 Maternal Vital: BP-otherPregnancy:0.288 Diagnosis:9ccs74:Ot mentl cnd | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 204 | OR_unadj: 0.817 [0.565 1.182] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs74:Ot mentl cnd:1.000 Diagnosis:9ccs113:Late eff CVD:0.219 Diagnosis:9ccs94:Other ear dx:0.205 Number of Visits:0.187 Diagnosis:9ccs95:Oth nerv dx:0.179 Diagnosis:9ccs10:Immuniz/scrn:0.122 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.091 Diagnosis:9ccs126:Ot up rsp in:0.089 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.081 Diagnosis:9ccs216:Nerv cong an:0.078 Maternal Maternal Lab History: RBC-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 241 | OR_unadj: 0.692 [0.417 1.148] | indivs AUC:0.475 Correlated most with: Maternal Maternal Lab History: RBC-otherPregnancy:1.000 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.688 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.595 Maternal Maternal Lab History: MCV-otherPregnancy:-0.334 Maternal Maternal Lab History: MCH-otherPregnancy:-0.319 Maternal Maternal Lab History: RBC-postPregnancy:0.290 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.218 Maternal Maternal Procedure History:81000-otherPregnancy:-0.217 Maternal Vital: BP-otherPregnancy:0.210 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.208 Maternal Maternal Lab History: RDW-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 240 | OR_unadj: 1.025 [0.629 1.671] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: RDW-otherPregnancy:1.000 Maternal Maternal Lab History: MCH-otherPregnancy:-0.568 Maternal Maternal Lab History: MCV-otherPregnancy:-0.533 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.518 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.425 Maternal Maternal Lab History: RDW-postPregnancy:0.351 Maternal Maternal Lab History: MCH-postPregnancy:-0.273 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.219 Maternal Maternal Lab History: MCV-postPregnancy:-0.210 Maternal Maternal Lab History: CALCIUM-otherPregnancy:-0.206 Diagnosis:9ccs200:Oth skin dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 507 | OR_unadj: 0.895 [0.695 1.152] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs200:Oth skin dx:1.000 Number of Visits:0.249 Diagnosis:9ccs253:Allergy:0.229 Diagnosis:9ccs7:Viral infect:0.216 Diagnosis:9ccs239:Superfic inj:0.169 Diagnosis:9ccs155:Other GI dx:0.168 Diagnosis:9ccs198:Ot infl skin:0.160 Diagnosis:9ccs126:Ot up rsp in:0.151 Diagnosis:9ccs10:Immuniz/scrn:0.148 Diagnosis:9ccs133:Oth low resp:0.147 Maternal Maternal Lab History: WBC-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 241 | OR_unadj: 0.986 [0.618 1.573] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: WBC-otherPregnancy:1.000 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.839 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.528 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.474 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.436 Maternal Maternal Lab History: WBC-postPregnancy:0.296 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.264 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.245 Maternal Maternal Lab History: POLYS-otherPregnancy:0.242 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:0.234 Maternal Diagnosis:9ccs176:Contraceptiv | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 154 | OR_unadj: 0.843 [0.556 1.278] | indivs AUC:0.493 Correlated most with: Maternal Diagnosis:9ccs176:Contraceptiv:1.000 MatDeliveryAge:0.243 Maternal Diagnosis:9ccs189:Prev c-sectn:0.233 Maternal Maternal Lab History: CREATININE-postPregnancy:0.086 Maternal Diagnosis:9ccs190:Fetal distrs:-0.081 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.080 Diagnosis:9ccs76:Meningitis:0.079 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.079 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.078 Maternal Maternal Lab History: TEST NAME-postPregnancy:0.077 Diagnosis:9ccs125:Bronchitis | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 481 | OR_unadj: 0.983 [0.763 1.267] | indivs AUC:0.531 Correlated most with: Diagnosis:9ccs125:Bronchitis:1.000 Number of Visits:0.293 Diagnosis:9ccs257:Ot aftercare:0.288 Diagnosis:9ccs126:Ot up rsp in:0.250 Diagnosis:9ccs128:Asthma:0.246 Diagnosis:9ccs92:Otitis media:0.230 Diagnosis:9ccs7:Viral infect:0.219 Diagnosis:9ccs122:Pneumonia:0.187 Diagnosis:9ccs90:Eye infectn:0.175 Diagnosis:9ccs135:Intest infct:0.167 * Maternal Diagnosis:9ccs186:DM in preg | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 190 | OR_unadj: 1.605 [1.150 2.240] | indivs AUC:0.515 Correlated most with: Maternal Diagnosis:9ccs186:DM in preg:1.000 Maternal Diagnosis:9ccs49:DiabMel no c:0.454 Newborn Diagnosis:9ccs259:Unclassified:0.347 MatDeliveryAge:0.233 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.167 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.146 Maternal Diagnosis:9ccs185:Long pregncy:-0.118 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.112 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.110 Maternal Diagnosis:9ccs98:HTN:0.105 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 335 | OR_unadj: 1.210 [0.822 1.780] | indivs AUC:0.501 Correlated most with: Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.197 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.178 Maternal Vital: RR-otherPregnancy:0.159 Maternal Vital: Ht Percentile-postPregnancy:0.156 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.142 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.131 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.130 Maternal Vital: Ht Percentile-otherPregnancy:0.124 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:-0.123 Maternal Maternal Lab History: POTASSIUM-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 315 | OR_unadj: 0.735 [0.466 1.159] | indivs AUC:0.480 Correlated most with: Maternal Maternal Lab History: POTASSIUM-postPregnancy:1.000 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:0.235 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.153 Maternal Maternal Procedure History:90472-postPregnancy:0.146 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.135 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.134 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.127 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.127 Maternal Maternal Lab History: RBC-postPregnancy:0.126 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.126 Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 225 | OR_unadj: 0.925 [0.656 1.303] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs222:Perint jaund:1.000 Diagnosis:9ccs151:Oth liver dx:0.181 Newborn Diagnosis:9ccs222:Perint jaund:0.108 Lab:294203 BILIRUBIN TOTAL - LMC:-0.101 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.077 Maternal Diagnosis:9ccs7:Viral infect:0.075 Diagnosis:9ccs224:Ot perint dx:0.073 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.070 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:-0.069 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.068 Maternal Maternal Lab History: MCV-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 241 | OR_unadj: 0.683 [0.426 1.095] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: MCV-otherPregnancy:1.000 Maternal Maternal Lab History: MCH-otherPregnancy:0.775 Maternal Maternal Lab History: RDW-otherPregnancy:-0.533 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.489 Maternal Maternal Lab History: MCV-postPregnancy:0.464 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.451 Maternal Maternal Lab History: MCH-postPregnancy:0.389 Maternal Maternal Lab History: RBC-otherPregnancy:-0.334 Maternal Maternal Lab History: RDW-postPregnancy:-0.301 Maternal Maternal Lab History: IRON-postPregnancy:0.233 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 333 | OR_unadj: 0.596 [0.351 1.010] | indivs AUC:0.499 Correlated most with: Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:1.000 Maternal Maternal Procedure History:81025-postPregnancy:0.333 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.254 Maternal Maternal Procedure History:58300-postPregnancy:-0.213 Maternal Maternal Procedure History:96372-postPregnancy:0.206 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.177 Maternal Maternal Procedure History:J1055-postPregnancy:0.163 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.143 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.137 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.133 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 171 | OR_unadj: 0.665 [0.363 1.217] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:1.000 Maternal Maternal Lab History: AFP-postPregnancy:0.421 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.307 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.303 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.303 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.224 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.185 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.184 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.140 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.132 Maternal Maternal Lab History: AST-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 245 | OR_unadj: 0.933 [0.548 1.589] | indivs AUC:0.545 Correlated most with: Maternal Maternal Lab History: AST-postPregnancy:1.000 Maternal Maternal Lab History: ALT-postPregnancy:0.625 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.284 Maternal Maternal Lab History: LDH-postPregnancy:0.239 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.196 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.188 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.185 Maternal Maternal Procedure History:97110-postPregnancy:0.178 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.172 Maternal Maternal Procedure History:81000-postPregnancy:-0.169 Diagnosis:9ccs124:Tonsillitis | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 57 | OR_unadj: 1.396 [0.775 2.517] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs124:Tonsillitis:1.000 Diagnosis:9ccs134:Ot uppr resp:0.127 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.120 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.115 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.111 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.108 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.103 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.098 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.098 Diagnosis:9ccs126:Ot up rsp in:0.095 Maternal Vital: BMI-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 261 | OR_unadj: 0.945 [0.528 1.690] | indivs AUC:0.529 Correlated most with: Maternal Vital: BMI-otherPregnancy:1.000 Maternal Vital: BMI-postPregnancy:0.377 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.211 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.178 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.176 Maternal Vital: Wt-otherPregnancy:0.173 Maternal Maternal Procedure History:59430-postPregnancy:0.164 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.162 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.154 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.152 Maternal Diagnosis:9ccs185:Long pregncy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 418 | OR_unadj: 1.131 [0.872 1.468] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:1.000 Newborn Diagnosis:9ccs224:Ot perint dx:0.343 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.151 Maternal Diagnosis:9ccs184:Early labor:-0.146 Newborn Diagnosis:9ccs219:Low birth wt:-0.141 Maternal Diagnosis:9ccs186:DM in preg:-0.118 Maternal Diagnosis:9ccs190:Fetal distrs:0.103 Diagnosis:9ccs197:Skin infectn:0.082 Maternal Diagnosis:9ccs128:Asthma:-0.076 MatDeliveryAge:-0.074 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 234 | OR_unadj: 0.841 [0.497 1.425] | indivs AUC:0.487 Correlated most with: Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.371 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.354 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.241 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.211 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.206 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.191 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.185 Maternal Maternal Procedure History:99401-postPregnancy:-0.163 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.163 Maternal Vital: Ht-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 261 | OR_unadj: 0.765 [0.475 1.231] | indivs AUC:0.503 Correlated most with: Maternal Vital: Ht-otherPregnancy:1.000 Maternal Vital: Ht-postPregnancy:0.602 Maternal Vital: Wt-otherPregnancy:0.369 Maternal Vital: BP-otherPregnancy:0.285 Maternal Vital: Wt-postPregnancy:0.240 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.161 Maternal Vital: Wt Percentile-postPregnancy:0.160 Maternal Vital: Ht Percentile-otherPregnancy:0.156 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.153 Maternal Maternal Procedure History:99000-postPregnancy:0.148 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 241 | OR_unadj: 1.095 [0.706 1.699] | indivs AUC:0.546 Correlated most with: Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:1.000 Maternal Maternal Lab History: MPV-otherPregnancy:-0.453 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.441 Maternal Maternal Lab History: MCH-otherPregnancy:-0.262 Maternal Maternal Lab History: MPV-postPregnancy:-0.240 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.237 Maternal Maternal Lab History: MCV-otherPregnancy:-0.206 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:0.198 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.185 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.185 Diagnosis:9ccs126:Ot up rsp in | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1288 | OR_unadj: 0.968 [0.750 1.249] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:1.000 Number of Visits:0.440 Diagnosis:9ccs92:Otitis media:0.369 Diagnosis:9ccs255:Social admin:0.356 Diagnosis:9ccs10:Immuniz/scrn:0.309 Diagnosis:9ccs257:Ot aftercare:0.279 Diagnosis:9ccs7:Viral infect:0.270 Diagnosis:9ccs125:Bronchitis:0.250 Diagnosis:9ccs90:Eye infectn:0.206 Diagnosis:9ccs253:Allergy:0.198 Maternal Maternal Lab History: ESTRIOL-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 160 | OR_unadj: 0.771 [0.398 1.497] | indivs AUC:0.507 Correlated most with: Maternal Maternal Lab History: ESTRIOL-postPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.589 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.486 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.358 Maternal Maternal Lab History: AFP-postPregnancy:0.326 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.273 Maternal Diagnosis:9ccs149:Biliary dx:0.206 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.193 Diagnosis:9ccs219:Low birth wt:0.187 Maternal Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.186 Maternal Maternal Lab History: MCH-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 241 | OR_unadj: 0.728 [0.461 1.147] | indivs AUC:0.524 Correlated most with: Maternal Maternal Lab History: MCH-otherPregnancy:1.000 Maternal Maternal Lab History: MCV-otherPregnancy:0.775 Maternal Maternal Lab History: RDW-otherPregnancy:-0.568 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.534 Maternal Maternal Lab History: MCH-postPregnancy:0.447 Maternal Maternal Lab History: MCV-postPregnancy:0.414 Maternal Maternal Lab History: RDW-postPregnancy:-0.323 Maternal Maternal Lab History: RBC-otherPregnancy:-0.319 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.293 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.281 Maternal Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 181 | OR_unadj: 1.193 [0.834 1.706] | indivs AUC:0.518 Correlated most with: Maternal Diagnosis:9ccs10:Immuniz/scrn:1.000 Maternal Diagnosis:9ccs181:Ot preg comp:0.536 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.089 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.087 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.082 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.082 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.079 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.077 Maternal Maternal Procedure History:90471-otherPregnancy:0.076 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.071 Maternal Maternal Procedure History:81000-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 321 | OR_unadj: 0.850 [0.478 1.511] | indivs AUC:0.552 Correlated most with: Maternal Maternal Procedure History:81000-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.727 Maternal Maternal Procedure History:99401-postPregnancy:0.343 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.336 Maternal Vital: BMI-postPregnancy:0.331 Maternal Maternal Lab History: POLYS-postPregnancy:0.269 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.253 Maternal Maternal Procedure History:86703-postPregnancy:0.252 Maternal Maternal Procedure History:81000-otherPregnancy:0.237 Maternal Maternal Procedure History:90656-otherPregnancy:-0.210 Maternal Vital: HR-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 244 | OR_unadj: 0.917 [0.577 1.459] | indivs AUC:0.517 Correlated most with: Maternal Vital: HR-otherPregnancy:1.000 Maternal Vital: PL-otherPregnancy:0.310 Maternal Vital: HR-postPregnancy:0.289 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.193 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.191 Maternal Vital: BP-otherPregnancy:0.185 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:-0.175 Maternal Vital: Wt-otherPregnancy:0.168 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.162 Maternal Maternal Lab History: PT-otherPregnancy:-0.161 Diagnosis:9ccs94:Other ear dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 166 | OR_unadj: 1.404 [0.979 2.013] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs94:Other ear dx:1.000 Number of Visits:0.257 Diagnosis:9ccs74:Ot mentl cnd:0.205 Diagnosis:9ccs113:Late eff CVD:0.198 Diagnosis:9ccs92:Otitis media:0.119 Diagnosis:9ccs126:Ot up rsp in:0.101 Diagnosis:9ccs95:Oth nerv dx:0.101 Maternal Maternal Procedure History:45300-postPregnancy:0.089 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.086 Diagnosis:9ccs127:COPD:0.084 Maternal Diagnosis:9ccs195:Ot compl bir | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 794 | OR_unadj: 1.158 [0.923 1.452] | indivs AUC:0.490 Correlated most with: Maternal Diagnosis:9ccs195:Ot compl bir:1.000 MatDeliveryAge:0.147 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.140 Maternal Diagnosis:9ccs190:Fetal distrs:0.122 Maternal Diagnosis:9ccs191:Amnios dx:0.109 Maternal Diagnosis:9ccs183:HTN in preg:0.088 Newborn Diagnosis:9ccs256:Exam/eval:0.087 Diagnosis:9ccs76:Meningitis:-0.083 Maternal Diagnosis:9ccs46:Bnign ut neo:0.083 Newborn Diagnosis:9ccs224:Ot perint dx:0.082 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 234 | OR_unadj: 0.751 [0.451 1.250] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.864 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.587 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.586 Maternal Maternal Lab History: WBC-otherPregnancy:-0.474 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.413 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:-0.270 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.258 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.227 Maternal Vital: BMI Percentile-otherPregnancy:-0.219 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 112 | OR_unadj: 0.975 [0.442 2.151] | indivs AUC:0.525 Correlated most with: Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.486 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.477 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:0.460 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.376 Maternal Diagnosis:9ccs149:Biliary dx:0.305 Maternal Maternal Lab History: AFP-postPregnancy:0.262 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.261 Maternal Maternal Lab History: AST-postPregnancy:0.196 Maternal Maternal Lab History: LDH-postPregnancy:0.182 Maternal Diagnosis:9ccs190:Fetal distrs | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 408 | OR_unadj: 1.221 [0.942 1.584] | indivs AUC:0.555 Correlated most with: Maternal Diagnosis:9ccs190:Fetal distrs:1.000 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.173 Maternal Diagnosis:9ccs195:Ot compl bir:0.122 Maternal Diagnosis:9ccs185:Long pregncy:0.103 Maternal Diagnosis:9ccs184:Early labor:-0.089 Newborn Diagnosis:9ccs219:Low birth wt:-0.082 Maternal Diagnosis:9ccs176:Contraceptiv:-0.081 Maternal Diagnosis:9ccs181:Ot preg comp:0.076 Diagnosis:9ccs240:Burns:0.076 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.068 Maternal Maternal Lab History: hCG MoM-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 166 | OR_unadj: 1.063 [0.590 1.915] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: hCG MoM-postPregnancy:1.000 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:0.752 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.477 Maternal Maternal Lab History: HCG-postPregnancy:0.351 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.259 Maternal Maternal Lab History: INHMOM-postPregnancy:0.251 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.207 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.186 Maternal Maternal Lab History: HCG-otherPregnancy:0.185 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.180 Maternal Maternal Lab History: MPV-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 206 | OR_unadj: 0.591 [0.325 1.076] | indivs AUC:0.486 Correlated most with: Maternal Maternal Lab History: MPV-otherPregnancy:1.000 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.453 Maternal Maternal Lab History: MPV-postPregnancy:0.404 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:-0.177 Maternal Maternal Procedure History:90801-postPregnancy:0.165 Maternal Maternal Lab History: URINE PH-otherPregnancy:-0.164 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.159 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.149 Maternal Vital: BMI-postPregnancy:0.143 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.134 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 186 | OR_unadj: 1.175 [0.737 1.873] | indivs AUC:0.528 Correlated most with: Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:1.000 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:0.294 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.178 Maternal Maternal Lab History: SODIUM-otherPregnancy:-0.173 Maternal Maternal Lab History: BUN-otherPregnancy:0.171 Maternal Maternal Lab History: ANION GAP-otherPregnancy:-0.167 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:-0.165 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.157 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.157 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.148 Diagnosis:9ccs7:Viral infect | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 797 | OR_unadj: 0.878 [0.699 1.102] | indivs AUC:0.449 Correlated most with: Diagnosis:9ccs7:Viral infect:1.000 Number of Visits:0.408 Diagnosis:9ccs126:Ot up rsp in:0.270 Diagnosis:9ccs10:Immuniz/scrn:0.243 Diagnosis:9ccs257:Ot aftercare:0.225 Diagnosis:9ccs125:Bronchitis:0.219 Diagnosis:9ccs92:Otitis media:0.216 Diagnosis:9ccs200:Oth skin dx:0.216 Diagnosis:9ccs155:Other GI dx:0.202 Diagnosis:9ccs255:Social admin:0.189 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 180 | OR_unadj: 0.852 [0.495 1.466] | indivs AUC:0.473 Correlated most with: Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.757 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.528 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.312 Maternal Maternal Lab History: BUN-otherPregnancy:0.292 Maternal Maternal Lab History: RBC-otherPregnancy:0.218 Maternal Maternal Lab History: Alk Phos-otherPregnancy:-0.215 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.212 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.200 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.196 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 304 | OR_unadj: 0.645 [0.353 1.178] | indivs AUC:0.468 Correlated most with: Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.229 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.222 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.206 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.205 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.202 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.178 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.176 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.170 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.168 Maternal Vital: Wt Change-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 141 | OR_unadj: 1.165 [0.676 2.008] | indivs AUC:0.526 Correlated most with: Maternal Vital: Wt Change-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.293 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.257 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.221 Maternal Maternal Lab History: AFP-otherPregnancy:-0.197 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:-0.186 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.185 Diagnosis:9ccs2:Septicemia:-0.162 Maternal Maternal Lab History: ANION GAP-postPregnancy:0.155 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.149 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 264 | OR_unadj: 0.961 [0.631 1.464] | indivs AUC:0.497 Correlated most with: Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:1.000 Maternal Maternal Procedure History:81000-otherPregnancy:0.567 Maternal Maternal Procedure History:99401-otherPregnancy:0.325 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.250 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.219 Maternal Maternal Lab History: RBC-otherPregnancy:-0.196 Maternal Maternal Procedure History:81000-postPregnancy:0.195 Maternal Maternal Lab History: MCV-otherPregnancy:0.194 Maternal Maternal Procedure History:99401-postPregnancy:0.191 Maternal Maternal Lab History: ALT-otherPregnancy:-0.182 Maternal Maternal Lab History: RUBELLA-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 146 | OR_unadj: 0.683 [0.318 1.470] | indivs AUC:0.487 Correlated most with: Maternal Maternal Lab History: RUBELLA-postPregnancy:1.000 Maternal Maternal Lab History: RUBELLA-otherPregnancy:0.217 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.153 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.149 Maternal Maternal Lab History: AFP-postPregnancy:0.147 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.136 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.125 Maternal Maternal Procedure History:J1055-postPregnancy:0.124 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.119 Maternal Maternal Lab History: PT-otherPregnancy:0.118 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 223 | OR_unadj: 0.788 [0.406 1.530] | indivs AUC:0.507 Correlated most with: Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:1.000 Maternal Maternal Procedure History:90471-postPregnancy:0.352 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.294 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.280 Maternal Maternal Procedure History:90656-postPregnancy:0.243 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.222 Maternal Maternal Procedure History:36415-postPregnancy:0.216 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.198 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.193 Maternal Maternal Lab History: A/G-postPregnancy:0.190 Maternal Maternal Procedure History:81000-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 265 | OR_unadj: 1.208 [0.796 1.835] | indivs AUC:0.549 Correlated most with: Maternal Maternal Procedure History:81000-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.567 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.335 Maternal Maternal Procedure History:99401-otherPregnancy:0.312 Maternal Maternal Procedure History:81000-postPregnancy:0.237 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.235 Maternal Maternal Lab History: RBC-otherPregnancy:-0.217 Maternal Maternal Lab History: MCV-otherPregnancy:0.192 Maternal Vital: BP-otherPregnancy:-0.185 Maternal Maternal Lab History: LDL-otherPregnancy:0.180 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 122 | OR_unadj: 1.451 [0.788 2.673] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:1.000 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.660 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.544 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.529 Maternal Maternal Lab History: VLDL-postPregnancy:0.502 Maternal Maternal Lab History: LDL-postPregnancy:0.433 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.335 Maternal Vital: Wt-postPregnancy:0.222 Maternal Maternal Lab History: ALT-postPregnancy:0.198 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.193 Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 85 | OR_unadj: 1.019 [0.604 1.720] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs215:gu cong anom:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.185 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.139 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.107 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.102 Number of Visits:0.100 Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:0.099 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.098 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.085 Maternal Maternal Procedure History:81025-postPregnancy:0.081 Maternal Diagnosis:9ccs181:Ot preg comp | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 448 | OR_unadj: 1.076 [0.833 1.391] | indivs AUC:0.533 Correlated most with: Maternal Diagnosis:9ccs181:Ot preg comp:1.000 Maternal Diagnosis:9ccs10:Immuniz/scrn:0.536 Maternal Diagnosis:9ccs59:Anemia:0.373 Maternal Diagnosis:9ccs128:Asthma:0.203 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.201 Maternal Diagnosis:9ccs60:Acut p-h anm:0.176 Maternal Diagnosis:9ccs106:Dysrhythmia:0.152 Maternal Diagnosis:9ccs48:Thyroid dsor:0.136 Maternal Diagnosis:9ccs149:Biliary dx:0.136 Maternal Diagnosis:9ccs168:PID:0.128 Maternal Maternal Lab History: BASOPHIL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 213 | OR_unadj: 0.879 [0.510 1.514] | indivs AUC:0.503 Correlated most with: Maternal Maternal Lab History: BASOPHIL-otherPregnancy:1.000 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.294 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.223 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.214 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.194 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.186 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.182 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.170 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.169 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.169 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 194 | OR_unadj: 0.655 [0.358 1.197] | indivs AUC:0.466 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.853 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:0.293 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.206 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.165 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.161 Maternal Maternal Lab History: AFP-postPregnancy:0.134 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.127 Maternal Maternal Lab History: MONOS-postPregnancy:-0.122 Maternal Vital: Temp-postPregnancy:-0.122 Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 156 | OR_unadj: 0.984 [0.661 1.465] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs91:Other eye dx:1.000 Diagnosis:9ccs89:Blindness:0.242 Diagnosis:9ccs90:Eye infectn:0.173 Number of Visits:0.142 Diagnosis:9ccs7:Viral infect:0.121 Diagnosis:9ccs217:Ot cong anom:0.110 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.100 Diagnosis:9ccs96:Hrt valve dx:0.097 Diagnosis:9ccs134:Ot uppr resp:0.096 Diagnosis:9ccs258:Other screen:0.093 Diagnosis:9ccs135:Intest infct | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 470 | OR_unadj: 1.188 [0.925 1.525] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs135:Intest infct:1.000 Number of Visits:0.295 Diagnosis:9ccs126:Ot up rsp in:0.182 Diagnosis:9ccs257:Ot aftercare:0.171 Diagnosis:9ccs7:Viral infect:0.168 Diagnosis:9ccs125:Bronchitis:0.167 Diagnosis:9ccs92:Otitis media:0.154 Diagnosis:9ccs10:Immuniz/scrn:0.145 Diagnosis:9ccs255:Social admin:0.136 Diagnosis:9ccs155:Other GI dx:0.131 Maternal Maternal Lab History: MONOS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 135 | OR_unadj: 0.746 [0.373 1.490] | indivs AUC:0.517 Correlated most with: Maternal Maternal Lab History: MONOS-postPregnancy:1.000 Maternal Maternal Lab History: POLYS-postPregnancy:-0.279 Maternal Maternal Lab History: MONOS-otherPregnancy:0.237 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.223 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.183 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.171 Maternal Maternal Procedure History:90801-postPregnancy:0.169 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.169 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.161 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.158 Diagnosis:9ccs92:Otitis media | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 817 | OR_unadj: 1.012 [0.807 1.269] | indivs AUC:0.464 Correlated most with: Diagnosis:9ccs92:Otitis media:1.000 Number of Visits:0.404 Diagnosis:9ccs126:Ot up rsp in:0.369 Diagnosis:9ccs257:Ot aftercare:0.273 Diagnosis:9ccs128:Asthma:0.232 Diagnosis:9ccs125:Bronchitis:0.230 Diagnosis:9ccs7:Viral infect:0.216 Diagnosis:9ccs255:Social admin:0.205 Diagnosis:9ccs90:Eye infectn:0.204 Diagnosis:9ccs10:Immuniz/scrn:0.200 Maternal Diagnosis:9ccs193:OB-related perin trauma | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 687 | OR_unadj: 0.815 [0.645 1.031] | indivs AUC:0.510 Correlated most with: Maternal Diagnosis:9ccs193:OB-related perin trauma:1.000 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.296 Maternal Diagnosis:9ccs187:Malposition:-0.140 Maternal Diagnosis:9ccs195:Ot compl bir:-0.140 Newborn Diagnosis:9ccs219:Low birth wt:-0.119 Maternal Diagnosis:9ccs184:Early labor:-0.110 MatDeliveryAge:-0.104 Newborn Diagnosis:9ccs256:Exam/eval:-0.102 Diagnosis:9ccs256:Exam/eval:0.097 Newborn Diagnosis:9ccs222:Perint jaund:-0.092 Maternal Maternal Lab History: Alk Phos-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 181 | OR_unadj: 1.186 [0.654 2.152] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: Alk Phos-otherPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:-0.417 Maternal Maternal Lab History: AST-otherPregnancy:0.300 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.289 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.282 Maternal Maternal Lab History: CALCIUM-otherPregnancy:-0.248 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.245 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:-0.218 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:-0.215 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.213 * Diagnosis:9ccs122:Pneumonia | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 170 | OR_unadj: 1.447 [1.015 2.063] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs122:Pneumonia:1.000 Diagnosis:9ccs128:Asthma:0.304 Number of Visits:0.287 Diagnosis:9ccs125:Bronchitis:0.187 Diagnosis:9ccs257:Ot aftercare:0.182 Diagnosis:9ccs92:Otitis media:0.169 Diagnosis:9ccs126:Ot up rsp in:0.153 Diagnosis:9ccs90:Eye infectn:0.129 Diagnosis:9ccs135:Intest infct:0.128 Diagnosis:9ccs127:COPD:0.127 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 195 | OR_unadj: 1.037 [0.649 1.659] | indivs AUC:0.523 Correlated most with: Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:1.000 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.864 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.693 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:-0.580 Maternal Maternal Lab History: WBC-otherPregnancy:0.436 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:-0.371 Maternal Vital: Wt Percentile-postPregnancy:0.250 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.233 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:-0.231 Maternal Maternal Lab History: BASOPHIL-otherPregnancy:-0.223 Diagnosis:9ccs198:Ot infl skin | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 237 | OR_unadj: 1.022 [0.735 1.419] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs198:Ot infl skin:1.000 Diagnosis:9ccs253:Allergy:0.187 Diagnosis:9ccs200:Oth skin dx:0.160 Number of Visits:0.121 Diagnosis:9ccs10:Immuniz/scrn:0.106 Diagnosis:9ccs7:Viral infect:0.101 Diagnosis:9ccs126:Ot up rsp in:0.097 Diagnosis:9ccs255:Social admin:0.089 Diagnosis:9ccs92:Otitis media:0.082 Diagnosis:9ccs91:Other eye dx:0.081 Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 137 | OR_unadj: 0.657 [0.410 1.052] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs217:Ot cong anom:1.000 Diagnosis:9ccs89:Blindness:0.212 Newborn Diagnosis:9ccs217:Ot cong anom:0.147 Number of Visits:0.123 Diagnosis:9ccs91:Other eye dx:0.110 Diagnosis:9ccs95:Oth nerv dx:0.107 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.107 Diagnosis:9ccs10:Immuniz/scrn:0.089 Diagnosis:9ccs257:Ot aftercare:0.089 Diagnosis:9ccs133:Oth low resp:0.085 Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 180 | OR_unadj: 0.649 [0.338 1.249] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.208 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.189 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.172 Maternal Maternal Lab History: PTT-postPregnancy:0.149 Maternal Maternal Lab History: URINE PH-postPregnancy:-0.146 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.142 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.141 Maternal Maternal Lab History: BUN-otherPregnancy:0.136 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.136 Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 806 | OR_unadj: 0.965 [0.769 1.210] | indivs AUC:0.471 Correlated most with: Newborn Diagnosis:9ccs224:Ot perint dx:1.000 Maternal Diagnosis:9ccs185:Long pregncy:0.343 Newborn Diagnosis:9ccs222:Perint jaund:0.121 Newborn Diagnosis:9ccs96:Hrt valve dx:0.091 Maternal Vital: Wt-postPregnancy:0.090 Maternal Diagnosis:9ccs181:Ot preg comp:0.089 Diagnosis:9ccs7:Viral infect:-0.087 Newborn Diagnosis:9ccs256:Exam/eval:0.084 Maternal Diagnosis:9ccs195:Ot compl bir:0.082 Newborn Diagnosis:9ccs0:No DX:-0.080 Maternal Maternal Lab History: WEIGHT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 126 | OR_unadj: 1.596 [0.876 2.909] | indivs AUC:0.545 Correlated most with: Maternal Maternal Lab History: WEIGHT-postPregnancy:1.000 Maternal Vital: Wt-postPregnancy:0.344 Maternal Vital: Wt-otherPregnancy:0.268 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.236 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.190 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.173 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.171 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.166 Maternal Maternal Lab History: LDL-postPregnancy:0.164 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.163 Maternal Diagnosis:9ccs189:Prev c-sectn | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 260 | OR_unadj: 1.185 [0.871 1.613] | indivs AUC:0.520 Correlated most with: Maternal Diagnosis:9ccs189:Prev c-sectn:1.000 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.296 Maternal Diagnosis:9ccs176:Contraceptiv:0.233 MatDeliveryAge:0.193 Maternal Diagnosis:9ccs190:Fetal distrs:-0.173 Maternal Diagnosis:9ccs185:Long pregncy:-0.151 Maternal Diagnosis:9ccs168:PID:0.142 Maternal Diagnosis:9ccs155:Other GI dx:0.101 Newborn Diagnosis:9ccs218:Liveborn:-0.099 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.090 Diagnosis:9ccs4:Mycoses | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 182 | OR_unadj: 1.068 [0.742 1.539] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs4:Mycoses:1.000 Number of Visits:0.185 Diagnosis:9ccs92:Otitis media:0.150 Diagnosis:9ccs200:Oth skin dx:0.133 Diagnosis:9ccs253:Allergy:0.131 Diagnosis:9ccs126:Ot up rsp in:0.128 Diagnosis:9ccs7:Viral infect:0.095 Diagnosis:9ccs155:Other GI dx:0.087 Diagnosis:9ccs76:Meningitis:0.082 Diagnosis:9ccs257:Ot aftercare:0.081 Diagnosis:9ccs151:Oth liver dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 169 | OR_unadj: 0.743 [0.492 1.122] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs151:Oth liver dx:1.000 Diagnosis:9ccs222:Perint jaund:0.181 Lab:294203 BILIRUBIN TOTAL - LMC:-0.123 Maternal Maternal Lab History: HCG-postPregnancy:0.112 Diagnosis:9ccs10:Immuniz/scrn:0.101 Diagnosis:9ccs258:Other screen:0.100 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.097 Diagnosis:9ccs243:Poisn nonmed:0.096 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.095 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:-0.095 Vital: HC Percentile-latest | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 49 | OR_unadj: 0.784 [0.264 2.329] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:0.090 Diagnosis:9ccs83:Epilepsy/cnv:-0.084 Maternal Vital: RR-otherPregnancy:0.071 Maternal Diagnosis:9ccs128:Asthma:-0.069 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:-0.066 Maternal Diagnosis:9ccs48:Thyroid dsor:0.062 Maternal Maternal Lab History: BUN-otherPregnancy:-0.061 Newborn Diagnosis:9ccs253:Allergy:-0.053 Diagnosis:9ccs94:Other ear dx:-0.049 Diagnosis:9ccs138:Esophgeal dx:-0.048 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 193 | OR_unadj: 1.135 [0.693 1.860] | indivs AUC:0.481 Correlated most with: Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:1.000 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.586 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.580 Maternal Maternal Lab History: WBC-otherPregnancy:0.264 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.238 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.237 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.184 Maternal Vital: Wt Percentile-postPregnancy:-0.159 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:-0.152 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:-0.145 Maternal Maternal Procedure History:86703-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 108 | OR_unadj: 1.090 [0.489 2.427] | indivs AUC:0.495 Correlated most with: Maternal Maternal Procedure History:86703-otherPregnancy:1.000 Maternal Maternal Procedure History:99401-otherPregnancy:0.463 Maternal Maternal Procedure History:86703-postPregnancy:0.421 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.217 Maternal Maternal Procedure History:99401-postPregnancy:0.211 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.183 Maternal Maternal Procedure History:90656-otherPregnancy:-0.180 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.172 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.171 Maternal Maternal Lab History: HCG-otherPregnancy:0.167 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 119 | OR_unadj: 1.219 [0.627 2.372] | indivs AUC:0.518 Correlated most with: Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:1.000 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.752 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.460 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.329 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:-0.303 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.244 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.191 Maternal Maternal Lab History: AFP-postPregnancy:-0.181 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:-0.172 Maternal Maternal Lab History: FERRITIN-otherPregnancy:-0.166 Maternal Maternal Lab History: POLYS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 135 | OR_unadj: 0.779 [0.412 1.471] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: POLYS-postPregnancy:1.000 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.374 Maternal Maternal Lab History: MONOS-postPregnancy:-0.279 Maternal Maternal Lab History: POLYS-otherPregnancy:0.277 Maternal Maternal Procedure History:81000-postPregnancy:0.269 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.246 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.242 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:-0.203 Maternal Maternal Lab History: WBC-postPregnancy:0.187 Maternal Maternal Lab History: IRON-postPregnancy:-0.173 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 184 | OR_unadj: 0.770 [0.496 1.197] | indivs AUC:0.519 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:-0.853 Maternal Maternal Lab History: CREATININE-postPregnancy:-0.366 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.264 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.232 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:-0.161 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:-0.129 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.128 Maternal Maternal Lab History: CREATININE-otherPregnancy:-0.124 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.123 Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 857 | OR_unadj: 1.042 [0.831 1.306] | indivs AUC:0.448 Correlated most with: Diagnosis:9ccs253:Allergy:1.000 Number of Visits:0.299 Diagnosis:9ccs200:Oth skin dx:0.229 Diagnosis:9ccs126:Ot up rsp in:0.198 Diagnosis:9ccs255:Social admin:0.198 Diagnosis:9ccs10:Immuniz/scrn:0.198 Diagnosis:9ccs198:Ot infl skin:0.187 Diagnosis:9ccs155:Other GI dx:0.183 Diagnosis:9ccs7:Viral infect:0.174 Diagnosis:9ccs257:Ot aftercare:0.174 Maternal Diagnosis:9ccs49:DiabMel no c | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 45 | OR_unadj: 1.619 [0.853 3.076] | indivs AUC:0.495 Correlated most with: Maternal Diagnosis:9ccs49:DiabMel no c:1.000 Maternal Diagnosis:9ccs186:DM in preg:0.454 Newborn Diagnosis:9ccs259:Unclassified:0.168 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.161 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.127 MatDeliveryAge:0.121 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.115 Lab:294147 FREE T4 - LMC:-0.114 Newborn Diagnosis:9ccs253:Allergy:0.104 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.103 Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 117 | OR_unadj: 1.492 [0.984 2.262] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs259:Unclassified:1.000 Diagnosis:9ccs143:Abdom hernia:0.100 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.086 Diagnosis:9ccs250:Nausea/vomit:0.084 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.082 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.079 Diagnosis:9ccs48:Thyroid dsor:0.079 Newborn Diagnosis:9ccs219:Low birth wt:0.077 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.077 Diagnosis:9ccs240:Burns:0.076 Maternal Diagnosis:9ccs192:Umbil cord | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 150 | OR_unadj: 1.129 [0.762 1.672] | indivs AUC:0.501 Correlated most with: Maternal Diagnosis:9ccs192:Umbil cord:1.000 Diagnosis:9ccs141:Ot dx stomch:0.079 Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:0.076 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.075 Diagnosis:9ccs205:Back problem:0.069 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.067 Diagnosis:9ccs48:Thyroid dsor:0.064 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.063 Maternal Maternal Procedure History:J1055-postPregnancy:0.063 Maternal Maternal Lab History: URINE PH-otherPregnancy:0.063 Diagnosis:9ccs250:Nausea/vomit | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 89 | OR_unadj: 1.171 [0.713 1.922] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs250:Nausea/vomit:1.000 Diagnosis:9ccs138:Esophgeal dx:0.202 Number of Visits:0.181 Diagnosis:9ccs141:Ot dx stomch:0.179 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.140 Diagnosis:9ccs133:Oth low resp:0.140 Maternal Maternal Lab History: HCG-otherPregnancy:0.134 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.128 Maternal Maternal Lab History: INHMOM-postPregnancy:0.127 Diagnosis:9ccs155:Other GI dx:0.125 Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 244 | OR_unadj: 1.121 [0.815 1.542] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs133:Oth low resp:1.000 Number of Visits:0.321 Diagnosis:9ccs256:Exam/eval:0.184 Diagnosis:9ccs155:Other GI dx:0.172 Diagnosis:9ccs128:Asthma:0.170 Diagnosis:9ccs154:Gastroent:0.166 Diagnosis:9ccs253:Allergy:0.164 Diagnosis:9ccs126:Ot up rsp in:0.155 Diagnosis:9ccs127:COPD:0.155 Diagnosis:9ccs7:Viral infect:0.149 Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 1.032 [0.714 1.490] | indivs AUC:0.518 Correlated most with: Diagnosis:9ccs59:Anemia:1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.135 Diagnosis:9ccs216:Nerv cong an:0.108 Number of Visits:0.088 Diagnosis:9ccs10:Immuniz/scrn:0.085 Diagnosis:9ccs255:Social admin:0.076 Diagnosis:9ccs137:Mouth dx:0.075 Diagnosis:9ccs4:Mycoses:0.074 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.072 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.070 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 194 | OR_unadj: 0.948 [0.556 1.615] | indivs AUC:0.463 Correlated most with: Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:1.000 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.611 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:0.273 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.208 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.186 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.178 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.176 Maternal Vital: Ht-otherPregnancy:0.161 Maternal Maternal Procedure History:96372-otherPregnancy:0.159 Maternal Maternal Lab History: WBC-otherPregnancy:-0.149 Diagnosis:9ccs90:Eye infectn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 443 | OR_unadj: 1.060 [0.819 1.372] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs90:Eye infectn:1.000 Number of Visits:0.288 Diagnosis:9ccs126:Ot up rsp in:0.206 Diagnosis:9ccs92:Otitis media:0.204 Diagnosis:9ccs7:Viral infect:0.180 Diagnosis:9ccs125:Bronchitis:0.175 Diagnosis:9ccs91:Other eye dx:0.173 Diagnosis:9ccs10:Immuniz/scrn:0.151 Diagnosis:9ccs257:Ot aftercare:0.148 Diagnosis:9ccs155:Other GI dx:0.131 Newborn Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1653 | OR_unadj: 0.865 [0.538 1.390] | indivs AUC:0.506 Correlated most with: Newborn Diagnosis:9ccs94:Other ear dx:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.397 Newborn Diagnosis:9ccs0:No DX:-0.355 Newborn Diagnosis:9ccs221:Resp distres:-0.124 Newborn Diagnosis:9ccs218:Liveborn:0.110 Diagnosis:9ccs213:Cardiac anom:-0.097 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:-0.097 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.094 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.088 Maternal Diagnosis:9ccs182:Hemorr preg:-0.087 Diagnosis:9ccs166:Oth male gen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 92 | OR_unadj: 1.049 [0.636 1.730] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs166:Oth male gen:1.000 Maternal Maternal Procedure History:96372-otherPregnancy:0.104 Diagnosis:9ccs165:Inf male gen:0.102 Diagnosis:9ccs62:Coag/hemr dx:0.098 Diagnosis:9ccs257:Ot aftercare:0.087 Diagnosis:9ccs159:UTI:0.086 Diagnosis:9ccs138:Esophgeal dx:0.086 Diagnosis:9ccs133:Oth low resp:0.083 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.082 Maternal Maternal Lab History: INR-postPregnancy:-0.079 Maternal Maternal Lab History: AFP-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 121 | OR_unadj: 0.583 [0.244 1.394] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: AFP-postPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.426 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.421 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.326 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.262 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.243 Maternal Maternal Lab History: AFP-otherPregnancy:0.234 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.182 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.181 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.181 * Diagnosis:9ccs128:Asthma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 202 | OR_unadj: 1.499 [1.080 2.082] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs128:Asthma:1.000 Number of Visits:0.320 Diagnosis:9ccs122:Pneumonia:0.304 Diagnosis:9ccs125:Bronchitis:0.246 Diagnosis:9ccs92:Otitis media:0.232 Diagnosis:9ccs257:Ot aftercare:0.189 Diagnosis:9ccs133:Oth low resp:0.170 Diagnosis:9ccs127:COPD:0.160 Diagnosis:9ccs126:Ot up rsp in:0.156 Diagnosis:9ccs7:Viral infect:0.137 Diagnosis:9ccs197:Skin infectn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 189 | OR_unadj: 1.047 [0.730 1.501] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs197:Skin infectn:1.000 Number of Visits:0.162 Diagnosis:9ccs239:Superfic inj:0.115 Diagnosis:9ccs10:Immuniz/scrn:0.108 Diagnosis:9ccs253:Allergy:0.105 Diagnosis:9ccs137:Mouth dx:0.104 Diagnosis:9ccs138:Esophgeal dx:0.103 Diagnosis:9ccs200:Oth skin dx:0.103 Diagnosis:9ccs92:Otitis media:0.099 Diagnosis:9ccs7:Viral infect:0.089 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 128 | OR_unadj: 0.955 [0.470 1.937] | indivs AUC:0.507 Correlated most with: Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:1.000 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.238 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.180 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.158 Maternal Maternal Lab History: PO2-postPregnancy:-0.153 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.131 Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.129 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.128 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.126 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.121 Diagnosis:9ccs113:Late eff CVD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 169 | OR_unadj: 1.068 [0.732 1.557] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs113:Late eff CVD:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.219 Diagnosis:9ccs94:Other ear dx:0.198 Diagnosis:9ccs75:Hx mental dx:0.127 Number of Visits:0.112 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.107 Diagnosis:9ccs126:Ot up rsp in:0.091 Diagnosis:9ccs257:Ot aftercare:0.087 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.081 Diagnosis:9ccs125:Bronchitis:0.076 Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 141 | OR_unadj: 0.785 [0.505 1.221] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs256:Exam/eval:1.000 Diagnosis:9ccs133:Oth low resp:0.184 Number of Visits:0.148 Diagnosis:9ccs155:Other GI dx:0.140 Diagnosis:9ccs200:Oth skin dx:0.140 Diagnosis:9ccs154:Gastroent:0.138 Diagnosis:9ccs239:Superfic inj:0.127 Diagnosis:9ccs253:Allergy:0.118 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.111 Maternal Vital: RR-otherPregnancy:0.107 Maternal Maternal Lab History: POTASSIUM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 1.188 [0.698 2.022] | indivs AUC:0.473 Correlated most with: Maternal Maternal Lab History: POTASSIUM-otherPregnancy:1.000 Maternal Maternal Lab History: POTASSIUM-postPregnancy:0.235 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.205 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.199 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.198 Maternal Maternal Lab History: LDH-otherPregnancy:0.188 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.172 Maternal Maternal Procedure History:36415-otherPregnancy:-0.167 Maternal Maternal Procedure History:90656-otherPregnancy:0.150 Maternal Maternal Lab History: FASTING-postPregnancy:0.149 Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 159 | OR_unadj: 1.256 [0.863 1.827] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.473 Newborn Diagnosis:9ccs96:Hrt valve dx:0.250 Diagnosis:9ccs117:Ot circul dx:0.228 Newborn Diagnosis:9ccs213:Cardiac anom:0.208 Diagnosis:9ccs244:Other injury:0.101 Maternal Diagnosis:9ccs149:Biliary dx:0.101 Diagnosis:9ccs91:Other eye dx:0.097 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.091 Diagnosis:9ccs83:Epilepsy/cnv:0.089 Maternal Diagnosis:9ccs191:Amnios dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 166 | OR_unadj: 1.096 [0.751 1.599] | indivs AUC:0.517 Correlated most with: Maternal Diagnosis:9ccs191:Amnios dx:1.000 Newborn Diagnosis:9ccs256:Exam/eval:0.139 Maternal Diagnosis:9ccs195:Ot compl bir:0.109 Newborn Diagnosis:9ccs253:Allergy:0.103 Newborn Diagnosis:9ccs219:Low birth wt:0.099 Maternal Maternal Lab History: MONOS-otherPregnancy:0.093 Diagnosis:9ccs219:Low birth wt:0.092 Diagnosis:9ccs240:Burns:0.090 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.088 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.088 Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 128 | OR_unadj: 1.484 [0.995 2.214] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs136:Teeth dx:1.000 Number of Visits:0.153 Diagnosis:9ccs7:Viral infect:0.113 Diagnosis:9ccs10:Immuniz/scrn:0.105 Newborn Diagnosis:9ccs218:Liveborn:-0.094 Diagnosis:9ccs155:Other GI dx:0.094 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.093 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.090 Diagnosis:9ccs137:Mouth dx:0.085 Diagnosis:9ccs2603:E Codes: Fall:0.083 Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 466 | OR_unadj: 0.954 [0.738 1.234] | indivs AUC:0.485 Correlated most with: Diagnosis:9ccs155:Other GI dx:1.000 Number of Visits:0.323 Diagnosis:9ccs7:Viral infect:0.202 Diagnosis:9ccs154:Gastroent:0.191 Diagnosis:9ccs253:Allergy:0.183 Diagnosis:9ccs133:Oth low resp:0.172 Diagnosis:9ccs126:Ot up rsp in:0.171 Diagnosis:9ccs200:Oth skin dx:0.168 Diagnosis:9ccs257:Ot aftercare:0.152 Diagnosis:9ccs10:Immuniz/scrn:0.146 Maternal Vital: PL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 125 | OR_unadj: 1.046 [0.558 1.963] | indivs AUC:0.502 Correlated most with: Maternal Vital: PL-postPregnancy:1.000 Maternal Vital: PL-otherPregnancy:0.291 Maternal Vital: HR-postPregnancy:0.208 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.189 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.161 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:0.149 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:-0.147 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.140 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.138 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.122 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 193 | OR_unadj: 1.190 [0.724 1.954] | indivs AUC:0.517 Correlated most with: Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:1.000 Maternal Maternal Lab History: WBC-otherPregnancy:0.839 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.693 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.587 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.580 Maternal Maternal Lab History: WBC-postPregnancy:0.228 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.227 Maternal Maternal Lab History: LDH-otherPregnancy:0.201 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:0.199 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.176 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 123 | OR_unadj: 0.902 [0.461 1.766] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:1.000 Maternal Maternal Lab History: LDL-postPregnancy:0.627 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.529 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.449 Maternal Maternal Lab History: VLDL-postPregnancy:0.299 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.250 Maternal Maternal Lab History: URIC ACID-postPregnancy:-0.205 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.180 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.172 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.165 Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 1.408 [0.874 2.268] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs0:No DX:1.000 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.126 Diagnosis:9ccs10:Immuniz/scrn:0.110 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:0.099 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.096 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.094 Diagnosis:9ccs212:Ot bone dx:0.085 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.082 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.079 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.076 Maternal Maternal Lab History: AST-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 172 | OR_unadj: 1.437 [0.845 2.445] | indivs AUC:0.526 Correlated most with: Maternal Maternal Lab History: AST-otherPregnancy:1.000 Maternal Maternal Lab History: ALT-otherPregnancy:0.592 Maternal Maternal Lab History: PT-otherPregnancy:0.331 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.300 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.275 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.249 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.241 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.229 Maternal Maternal Lab History: PTT-otherPregnancy:-0.228 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.205 Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 1.297 [0.777 2.164] | indivs AUC:0.517 Correlated most with: Diagnosis:9ccs224:Ot perint dx:1.000 Number of Visits:0.116 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.113 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.108 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.092 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.092 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.088 Newborn Diagnosis:9ccs222:Perint jaund:0.087 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.085 Diagnosis:9ccs155:Other GI dx:0.081 Maternal Vital: Temp-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 103 | OR_unadj: 0.936 [0.502 1.744] | indivs AUC:0.500 Correlated most with: Maternal Vital: Temp-otherPregnancy:1.000 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.259 Maternal Vital: Temp-postPregnancy:0.232 Maternal Maternal Procedure History:59430-postPregnancy:0.181 Diagnosis:9ccs246:FUO:-0.176 Maternal Maternal Procedure History:36415-otherPregnancy:-0.162 Maternal Maternal Lab History: RDW-otherPregnancy:0.146 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:-0.142 Maternal Maternal Procedure History:S9470-otherPregnancy:0.140 Maternal Maternal Procedure History:81025-otherPregnancy:-0.140 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 205 | OR_unadj: 0.903 [0.538 1.515] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.784 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.293 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.232 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.212 Maternal Maternal Lab History: RBC-otherPregnancy:-0.172 Maternal Maternal Lab History: MCV-otherPregnancy:0.169 Maternal Maternal Procedure History:90801-postPregnancy:-0.168 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.164 Maternal Maternal Lab History: MCH-otherPregnancy:0.155 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 70 | OR_unadj: 0.930 [0.345 2.506] | indivs AUC:0.503 Correlated most with: Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:1.000 Maternal Diagnosis:9ccs48:Thyroid dsor:0.275 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.261 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.225 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.225 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.212 Maternal Maternal Lab History: FREE T-4-postPregnancy:0.183 Maternal Maternal Lab History: HCG-otherPregnancy:-0.178 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.174 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.172 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 241 | OR_unadj: 0.728 [0.448 1.182] | indivs AUC:0.487 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:1.000 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.941 Maternal Maternal Lab History: RBC-otherPregnancy:0.595 Maternal Maternal Lab History: MCH-otherPregnancy:0.534 Maternal Maternal Lab History: RDW-otherPregnancy:-0.518 Maternal Maternal Lab History: MCV-otherPregnancy:0.489 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.377 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.317 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.313 Maternal Maternal Lab History: MCH-postPregnancy:0.289 Diagnosis:9ccs257:Ot aftercare | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 783 | OR_unadj: 0.992 [0.790 1.245] | indivs AUC:0.459 Correlated most with: Diagnosis:9ccs257:Ot aftercare:1.000 Number of Visits:0.371 Diagnosis:9ccs125:Bronchitis:0.288 Diagnosis:9ccs126:Ot up rsp in:0.279 Diagnosis:9ccs92:Otitis media:0.273 Diagnosis:9ccs7:Viral infect:0.225 Diagnosis:9ccs10:Immuniz/scrn:0.212 Diagnosis:9ccs255:Social admin:0.197 Diagnosis:9ccs128:Asthma:0.189 Diagnosis:9ccs122:Pneumonia:0.182 Diagnosis:9ccs239:Superfic inj | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 165 | OR_unadj: 0.910 [0.613 1.351] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs239:Superfic inj:1.000 Number of Visits:0.206 Diagnosis:9ccs258:Other screen:0.184 Diagnosis:9ccs200:Oth skin dx:0.169 Diagnosis:9ccs7:Viral infect:0.129 Diagnosis:9ccs155:Other GI dx:0.129 Diagnosis:9ccs256:Exam/eval:0.127 Diagnosis:9ccs133:Oth low resp:0.124 Diagnosis:9ccs126:Ot up rsp in:0.118 Diagnosis:9ccs197:Skin infectn:0.115 Diagnosis:9ccs137:Mouth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 0.765 [0.440 1.331] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs137:Mouth dx:1.000 Diagnosis:9ccs258:Other screen:0.165 Number of Visits:0.153 Diagnosis:9ccs200:Oth skin dx:0.105 Diagnosis:9ccs197:Skin infectn:0.104 Diagnosis:9ccs239:Superfic inj:0.094 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.094 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.093 Diagnosis:9ccs7:Viral infect:0.091 Diagnosis:9ccs147:Anal/rectal:0.087 Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1654 | OR_unadj: 0.852 [0.530 1.371] | indivs AUC:0.494 Correlated most with: Newborn Diagnosis:9ccs10:Immuniz/scrn:1.000 Newborn Diagnosis:9ccs94:Other ear dx:0.397 Newborn Diagnosis:9ccs0:No DX:-0.357 Newborn Diagnosis:9ccs259:Unclassified:-0.241 Newborn Diagnosis:9ccs219:Low birth wt:-0.202 Newborn Diagnosis:9ccs221:Resp distres:-0.183 Maternal Diagnosis:9ccs184:Early labor:-0.131 Diagnosis:9ccs219:Low birth wt:-0.122 Newborn Diagnosis:9ccs213:Cardiac anom:-0.113 Newborn Diagnosis:9ccs256:Exam/eval:-0.113 Maternal Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 1.249 [0.758 2.058] | indivs AUC:0.522 Correlated most with: Maternal Diagnosis:9ccs59:Anemia:1.000 Maternal Diagnosis:9ccs181:Ot preg comp:0.373 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.123 Maternal Maternal Procedure History:45300-postPregnancy:0.122 Maternal Maternal Lab History: RDW-postPregnancy:0.112 Maternal Diagnosis:9ccs155:Other GI dx:0.112 Maternal Maternal Procedure History:85018-postPregnancy:0.107 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.104 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.101 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.099 Diagnosis:9ccs127:COPD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 118 | OR_unadj: 0.999 [0.637 1.568] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs127:COPD:1.000 Number of Visits:0.269 Diagnosis:9ccs128:Asthma:0.160 Diagnosis:9ccs133:Oth low resp:0.155 Diagnosis:9ccs122:Pneumonia:0.127 Diagnosis:9ccs126:Ot up rsp in:0.125 Diagnosis:9ccs125:Bronchitis:0.120 Diagnosis:9ccs258:Other screen:0.103 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.099 Diagnosis:9ccs134:Ot uppr resp:0.099 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 0.703 [0.290 1.701] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:1.000 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.202 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.194 Maternal Maternal Lab History: PTT-postPregnancy:0.182 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.172 Maternal Maternal Lab History: WEIGHT-postPregnancy:-0.166 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.165 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.155 Maternal Vital: HR-postPregnancy:0.146 Maternal Diagnosis:9ccs186:DM in preg:0.146 Newborn Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 100 | OR_unadj: 1.124 [0.700 1.805] | indivs AUC:0.486 Correlated most with: Newborn Diagnosis:9ccs256:Exam/eval:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.332 Maternal Diagnosis:9ccs184:Early labor:0.288 Newborn Diagnosis:9ccs222:Perint jaund:0.269 Newborn Diagnosis:9ccs253:Allergy:0.218 Diagnosis:9ccs219:Low birth wt:0.214 Newborn Diagnosis:9ccs221:Resp distres:0.179 Maternal Diagnosis:9ccs191:Amnios dx:0.139 Maternal Diagnosis:9ccs182:Hemorr preg:0.131 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.113 Diagnosis:9ccs234:Crush injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: 0.611 [0.210 1.777] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs234:Crush injury:1.000 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.183 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.177 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.168 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.162 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.148 Maternal Maternal Lab History: TOXOPLASMA IGG-postPregnancy:0.130 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.122 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.121 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.114 Diagnosis:9ccs134:Ot uppr resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 167 | OR_unadj: 0.755 [0.500 1.141] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:1.000 Number of Visits:0.196 Diagnosis:9ccs124:Tonsillitis:0.127 Diagnosis:9ccs253:Allergy:0.125 Diagnosis:9ccs126:Ot up rsp in:0.124 Diagnosis:9ccs90:Eye infectn:0.115 Diagnosis:9ccs211:Ot conn tiss:0.111 Diagnosis:9ccs133:Oth low resp:0.100 Diagnosis:9ccs127:COPD:0.099 Diagnosis:9ccs91:Other eye dx:0.096 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 122 | OR_unadj: 1.428 [0.724 2.816] | indivs AUC:0.515 Correlated most with: Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:1.000 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.660 Maternal Maternal Lab History: VLDL-postPregnancy:0.584 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.449 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.350 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.258 Maternal Vital: Wt-postPregnancy:0.256 Maternal Maternal Lab History: ALT-postPregnancy:0.235 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.199 Maternal Maternal Lab History: LDL-postPregnancy:0.181 Maternal Maternal Lab History: ALT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 179 | OR_unadj: 1.389 [0.741 2.603] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: ALT-otherPregnancy:1.000 Maternal Maternal Lab History: AST-otherPregnancy:0.592 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.415 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.411 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.292 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.254 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.237 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.224 Maternal Vital: Wt-otherPregnancy:0.192 Maternal Maternal Lab History: ALT-postPregnancy:0.189 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 223 | OR_unadj: 0.999 [0.534 1.869] | indivs AUC:0.507 Correlated most with: Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:1.000 Maternal Maternal Procedure History:99401-otherPregnancy:0.429 Maternal Maternal Procedure History:S9470-otherPregnancy:0.406 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.368 Maternal Maternal Procedure History:81000-otherPregnancy:0.335 Maternal Vital: Ht Percentile-otherPregnancy:0.226 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.188 Maternal Vital: Ht Percentile-postPregnancy:0.160 Maternal Maternal Lab History: MONOS-otherPregnancy:0.156 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.154 Maternal Maternal Lab History: GAMMA GT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 95 | OR_unadj: 0.527 [0.156 1.782] | indivs AUC:0.515 Correlated most with: Maternal Maternal Lab History: GAMMA GT-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.281 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.247 Maternal Maternal Lab History: AMYLASE-postPregnancy:0.222 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.195 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.157 Diagnosis:9ccs242:Poisn ot med:0.155 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.148 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.135 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.130 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 119 | OR_unadj: 0.720 [0.333 1.553] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.589 Maternal Maternal Lab History: AFP-postPregnancy:0.426 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.376 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.303 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.227 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.207 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.197 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.172 Maternal Maternal Procedure History:81000-postPregnancy:-0.167 Newborn Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 1.154 [0.611 2.181] | indivs AUC:0.476 Correlated most with: Newborn Diagnosis:9ccs217:Ot cong anom:1.000 Newborn Diagnosis:9ccs191:Amnios dx:0.240 Newborn Diagnosis:9ccs215:gu cong anom:0.150 Diagnosis:9ccs217:Ot cong anom:0.147 Diagnosis:9ccs163:Other GU dx:0.147 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:0.123 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.110 Diagnosis:9ccs161:Ot dx kidney:0.105 Newborn Diagnosis:9ccs253:Allergy:0.094 Maternal Maternal Procedure History:59430-postPregnancy:0.086 Maternal Maternal Procedure History:36415-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 139 | OR_unadj: 0.436 [0.153 1.241] | indivs AUC:0.491 Correlated most with: Maternal Maternal Procedure History:36415-postPregnancy:1.000 Maternal Maternal Procedure History:36415-otherPregnancy:0.264 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.240 Maternal Maternal Procedure History:86703-postPregnancy:0.228 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.224 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.216 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.216 Maternal Maternal Procedure History:90471-postPregnancy:0.215 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.202 Maternal Maternal Procedure History:99401-postPregnancy:0.201 Maternal Maternal Procedure History:99000-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 312 | OR_unadj: 0.695 [0.395 1.225] | indivs AUC:0.503 Correlated most with: Maternal Maternal Procedure History:99000-postPregnancy:1.000 Maternal Maternal Procedure History:99401-postPregnancy:0.236 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.235 Maternal Maternal Procedure History:86703-postPregnancy:0.227 Maternal Maternal Lab History: A/G-postPregnancy:0.212 Maternal Maternal Procedure History:99000-otherPregnancy:-0.210 Maternal Maternal Procedure History:81000-postPregnancy:0.210 Maternal Maternal Lab History: HCG-otherPregnancy:0.201 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.196 Maternal Maternal Procedure History:90656-otherPregnancy:-0.194 Diagnosis:9ccs165:Inf male gen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 1.473 [0.782 2.774] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs165:Inf male gen:1.000 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.136 Diagnosis:9ccs2603:E Codes: Fall:0.124 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.123 Diagnosis:9ccs244:Other injury:0.118 Maternal Maternal Lab History: PTT-otherPregnancy:0.112 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.112 Lab:294147 FREE T4 - LMC:-0.110 Maternal Maternal Lab History: INR-otherPregnancy:0.107 Number of Visits:0.105 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 0.962 [0.586 1.581] | indivs AUC:0.476 Correlated most with: Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:1.000 Maternal Maternal Lab History: ANION GAP-otherPregnancy:-0.351 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.183 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.177 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.167 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.164 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:-0.162 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.154 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.153 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.153 Diagnosis:9ccs244:Other injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 1.251 [0.658 2.378] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs244:Other injury:1.000 Number of Visits:0.143 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.135 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.133 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.131 Diagnosis:9ccs165:Inf male gen:0.118 Maternal Vital: Ht Percentile-otherPregnancy:0.118 Diagnosis:9ccs257:Ot aftercare:0.115 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.113 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.111 * Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 56 | OR_unadj: 1.858 [1.056 3.270] | indivs AUC:0.487 Correlated most with: Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs96:Hrt valve dx:0.473 Newborn Diagnosis:9ccs213:Cardiac anom:0.441 Newborn Diagnosis:9ccs96:Hrt valve dx:0.329 Diagnosis:9ccs117:Ot circul dx:0.225 Diagnosis:9ccs89:Blindness:0.129 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.123 Number of Visits:0.123 Diagnosis:9ccs161:Ot dx kidney:0.101 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.098 Maternal Maternal Lab History: URINE PH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 186 | OR_unadj: 0.952 [0.550 1.647] | indivs AUC:0.518 Correlated most with: Maternal Maternal Lab History: URINE PH-otherPregnancy:1.000 Maternal Maternal Lab History: URINE PH-postPregnancy:0.206 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:-0.187 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.173 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.165 Maternal Maternal Lab History: MPV-otherPregnancy:-0.164 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.163 Maternal Maternal Lab History: eGFR-postPregnancy:0.146 Maternal Maternal Procedure History:90801-postPregnancy:-0.146 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.134 Newborn Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 71 | OR_unadj: 1.211 [0.701 2.093] | indivs AUC:0.505 Correlated most with: Newborn Diagnosis:9ccs259:Unclassified:1.000 Maternal Diagnosis:9ccs186:DM in preg:0.347 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.241 Maternal Diagnosis:9ccs49:DiabMel no c:0.168 MatDeliveryAge:0.132 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.108 Newborn Diagnosis:9ccs219:Low birth wt:0.094 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.092 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.086 Newborn Diagnosis:9ccs221:Resp distres:0.083 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 174 | OR_unadj: 1.056 [0.704 1.585] | indivs AUC:0.515 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.784 Maternal Maternal Lab History: CREATININE-otherPregnancy:-0.512 Maternal Maternal Procedure History:99000-otherPregnancy:-0.296 Maternal Maternal Procedure History:90656-otherPregnancy:-0.278 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:0.264 Maternal Maternal Lab History: RBC-otherPregnancy:0.208 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:-0.206 Maternal Maternal Lab History: CREATININE-postPregnancy:-0.195 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.179 Maternal Maternal Lab History: CHLORIDE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 1.025 [0.629 1.671] | indivs AUC:0.490 Correlated most with: Maternal Maternal Lab History: CHLORIDE-otherPregnancy:1.000 Maternal Maternal Lab History: SODIUM-otherPregnancy:0.423 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:-0.312 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:-0.268 Maternal Maternal Lab History: CALCIUM-otherPregnancy:-0.223 Maternal Maternal Lab History: ANION GAP-otherPregnancy:-0.202 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.183 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.176 Maternal Maternal Lab History: CHLORIDE-postPregnancy:0.172 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.163 * Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 78 | OR_unadj: 0.507 [0.259 0.995] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:1.000 Diagnosis:9ccs250:Nausea/vomit:0.202 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.159 Number of Visits:0.151 Diagnosis:9ccs133:Oth low resp:0.145 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.126 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.124 Maternal Maternal Lab History: INHMOM-postPregnancy:0.122 Diagnosis:9ccs155:Other GI dx:0.121 Maternal Maternal Procedure History:90656-postPregnancy:0.118 Maternal Maternal Lab History: SODIUM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 1.115 [0.674 1.845] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: SODIUM-otherPregnancy:1.000 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:0.423 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.303 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.173 Maternal Maternal Lab History: PTT-otherPregnancy:0.168 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.149 Maternal Maternal Lab History: SODIUM-postPregnancy:0.145 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.143 Maternal Vital: BP-otherPregnancy:0.142 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.141 * Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 162 | OR_unadj: 1.954 [1.381 2.764] | indivs AUC:0.516 Correlated most with: Diagnosis:9ccs58:Ot nutrit dx:1.000 Number of Visits:0.168 Diagnosis:9ccs155:Other GI dx:0.133 Diagnosis:9ccs239:Superfic inj:0.093 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.089 Diagnosis:9ccs133:Oth low resp:0.088 Diagnosis:9ccs200:Oth skin dx:0.087 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.087 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.086 Diagnosis:9ccs257:Ot aftercare:0.081 Maternal Vital: RR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 41 | OR_unadj: 1.419 [0.443 4.549] | indivs AUC:0.507 Correlated most with: Maternal Vital: RR-postPregnancy:1.000 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.252 Maternal Maternal Lab History: PATIENT-postPregnancy:0.250 Maternal Maternal Lab History: UIBC-postPregnancy:0.204 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:-0.201 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:-0.171 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.170 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.167 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.162 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.147 Maternal Maternal Lab History: LDH-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 96 | OR_unadj: 0.374 [0.113 1.237] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: LDH-postPregnancy:1.000 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.445 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.404 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.381 Maternal Maternal Lab History: CALCIUM-postPregnancy:-0.378 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.372 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:0.333 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.263 Maternal Maternal Lab History: AST-postPregnancy:0.239 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.195 Maternal Maternal Procedure History:81025-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 184 | OR_unadj: 0.712 [0.369 1.376] | indivs AUC:0.507 Correlated most with: Maternal Maternal Procedure History:81025-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.333 Maternal Maternal Procedure History:J1055-postPregnancy:0.321 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.233 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.198 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.196 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.177 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.175 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.174 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.165 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 100 | OR_unadj: 0.583 [0.244 1.394] | indivs AUC:0.515 Correlated most with: Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:1.000 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.223 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.203 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.199 Maternal Maternal Lab History: LDH-otherPregnancy:-0.198 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.193 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.182 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.180 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.172 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.165 Maternal Diagnosis:9ccs187:Malposition | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 102 | OR_unadj: 0.746 [0.443 1.257] | indivs AUC:0.468 Correlated most with: Maternal Diagnosis:9ccs187:Malposition:1.000 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.140 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.132 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.123 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.118 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.114 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.103 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.103 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:0.099 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.095 Maternal Maternal Lab History: RUBELLA-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 0.482 [0.169 1.381] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: RUBELLA-otherPregnancy:1.000 Maternal Maternal Lab History: RUBELLA-postPregnancy:0.217 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:0.194 Maternal Maternal Lab History: eGFR-otherPregnancy:-0.170 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.169 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.161 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.154 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.153 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.146 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:-0.133 Maternal Maternal Procedure History:86580-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 191 | OR_unadj: 1.421 [0.548 3.688] | indivs AUC:0.521 Correlated most with: Maternal Maternal Procedure History:86580-otherPregnancy:1.000 Maternal Maternal Procedure History:86580-postPregnancy:0.490 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.203 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.197 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.182 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.168 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.161 Maternal Vital: HR-otherPregnancy:-0.156 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.144 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.143 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 109 | OR_unadj: 1.062 [0.500 2.257] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:1.000 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.578 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.310 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.261 Maternal Maternal Procedure History:93005-otherPregnancy:0.241 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.227 Maternal Vital: Wt Change-otherPregnancy:-0.221 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.218 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.216 Maternal Maternal Procedure History:93005-postPregnancy:0.199 Maternal Maternal Lab History: CALCIUM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 0.841 [0.497 1.425] | indivs AUC:0.469 Correlated most with: Maternal Maternal Lab History: CALCIUM-otherPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.650 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.528 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.264 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.258 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.257 Maternal Maternal Lab History: Alk Phos-otherPregnancy:-0.248 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.244 Maternal Maternal Lab History: HCG-otherPregnancy:0.241 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.236 * Maternal Diagnosis:9ccs98:HTN | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 5.024 [1.585 15.918] | indivs AUC:0.502 Correlated most with: Maternal Diagnosis:9ccs98:HTN:1.000 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.259 Maternal Diagnosis:9ccs183:HTN in preg:0.230 Maternal Maternal Procedure History:93005-otherPregnancy:0.208 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.193 Maternal Maternal Procedure History:93005-postPregnancy:0.164 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.159 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.158 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.129 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.129 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 96 | OR_unadj: 1.457 [0.665 3.192] | indivs AUC:0.472 Correlated most with: Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.500 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.416 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.291 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.289 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.254 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.252 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.234 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.228 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.226 Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 1.420 [0.825 2.447] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs159:UTI:1.000 Diagnosis:9ccs161:Ot dx kidney:0.225 Number of Visits:0.172 Diagnosis:9ccs163:Other GU dx:0.164 Diagnosis:9ccs2:Septicemia:0.129 Diagnosis:9ccs257:Ot aftercare:0.120 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.117 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.115 Maternal Maternal Lab History: RUBELLA-postPregnancy:0.104 Maternal Maternal Lab History: PTT-otherPregnancy:0.096 Maternal Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 0.478 [0.142 1.606] | indivs AUC:0.489 Correlated most with: Maternal Diagnosis:9ccs259:Unclassified:1.000 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.180 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.166 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.140 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:0.121 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.111 Maternal Maternal Procedure History:85018-postPregnancy:0.097 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.094 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.092 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.092 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 98 | OR_unadj: 1.401 [0.691 2.840] | indivs AUC:0.519 Correlated most with: Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:1.000 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:-0.279 Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.276 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:-0.250 Maternal Maternal Lab History: PTT-otherPregnancy:-0.220 Maternal Maternal Lab History: INR-otherPregnancy:-0.209 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:-0.190 Maternal Diagnosis:9ccs0:No DX:-0.127 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.124 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:0.122 Maternal Maternal Lab History: ESTRIOL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 74 | OR_unadj: 0.982 [0.362 2.662] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: ESTRIOL-otherPregnancy:1.000 Maternal Maternal Lab History: AFP-otherPregnancy:0.561 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.404 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.299 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.281 Maternal Maternal Lab History: hCG MoM-otherPregnancy:-0.276 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.275 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.273 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.248 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.219 Maternal Maternal Lab History: WEIGHT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 73 | OR_unadj: 2.078 [0.980 4.405] | indivs AUC:0.521 Correlated most with: Maternal Maternal Lab History: WEIGHT-otherPregnancy:1.000 Maternal Vital: Wt-otherPregnancy:0.575 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.382 Maternal Vital: Wt-postPregnancy:0.360 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.301 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.272 Maternal Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.256 Maternal Maternal Lab History: AFP-otherPregnancy:-0.248 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.236 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.222 Maternal Diagnosis:9ccs74:Ot mentl cnd | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Diagnosis:9ccs74:Ot mentl cnd:1.000 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.138 Maternal Diagnosis:9ccs5:HIV infectn:0.130 Maternal Diagnosis:9ccs7:Viral infect:0.130 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.119 Maternal Diagnosis:9ccs48:Thyroid dsor:0.110 Maternal Diagnosis:9ccs181:Ot preg comp:0.108 Maternal Vital: Wt Change-otherPregnancy:0.101 Diagnosis:9ccs55:Fluid/elc dx:0.100 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.084 Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.403 [0.159 1.026] | indivs AUC:0.487 Correlated most with: Diagnosis:9ccs95:Oth nerv dx:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.179 Diagnosis:9ccs216:Nerv cong an:0.156 Diagnosis:9ccs211:Ot conn tiss:0.147 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.136 Number of Visits:0.117 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.112 Diagnosis:9ccs217:Ot cong anom:0.107 Newborn Diagnosis:9ccs219:Low birth wt:0.105 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.102 * Maternal Diagnosis:9ccs188:Pelvic obstr | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 43 | OR_unadj: 1.931 [1.020 3.653] | indivs AUC:0.501 Correlated most with: Maternal Diagnosis:9ccs188:Pelvic obstr:1.000 Diagnosis:9ccs223:Birth trauma:0.152 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.144 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.138 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.124 Maternal Diagnosis:9ccs155:Other GI dx:0.107 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.091 Diagnosis:9ccs165:Inf male gen:0.086 Diagnosis:9ccs251:Abdomnl pain:0.086 Maternal Vital: SpO2-postPregnancy:-0.085 * Maternal Diagnosis:9ccs184:Early labor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 112 | OR_unadj: 0.572 [0.333 0.983] | indivs AUC:0.464 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.770 Diagnosis:9ccs219:Low birth wt:0.469 Newborn Diagnosis:9ccs256:Exam/eval:0.288 Newborn Diagnosis:9ccs222:Perint jaund:0.276 Maternal Diagnosis:9ccs182:Hemorr preg:0.250 Newborn Diagnosis:9ccs221:Resp distres:0.249 Newborn Diagnosis:9ccs253:Allergy:0.168 Maternal Diagnosis:9ccs183:HTN in preg:0.161 Maternal Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.147 Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.421 [0.548 3.688] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs223:Birth trauma:1.000 Newborn Diagnosis:9ccs223:Birth trauma:0.273 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.196 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.190 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.189 Maternal Diagnosis:9ccs188:Pelvic obstr:0.152 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.144 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.136 Diagnosis:9ccs89:Blindness:0.109 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.109 Diagnosis:9ccs123:Influenza | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.354 [0.595 3.082] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs123:Influenza:1.000 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.167 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.163 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.148 Maternal Maternal Lab History: PTT-otherPregnancy:0.144 Maternal Maternal Lab History: INR-otherPregnancy:0.137 Maternal Maternal Procedure History:93005-otherPregnancy:0.134 Number of Visits:0.134 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.125 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.122 Diagnosis:9ccs2603:E Codes: Fall | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 1.370 [0.655 2.866] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs2603:E Codes: Fall:1.000 Diagnosis:10ccs58:Ot nutrit dx:0.703 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.156 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.142 Diagnosis:9ccs8:Oth infectns:0.132 Diagnosis:9ccs64:Ot hematl dx:0.128 Diagnosis:9ccs165:Inf male gen:0.124 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.118 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.110 Maternal Maternal Lab History: POLYS-postPregnancy:-0.109 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 80 | OR_unadj: 0.942 [0.428 2.071] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:1.000 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:-0.172 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:-0.163 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.153 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:-0.146 Maternal Maternal Lab History: WBC-postPregnancy:0.137 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.132 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.131 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.128 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.119 Maternal Maternal Lab History: ALBUMIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 181 | OR_unadj: 0.865 [0.503 1.490] | indivs AUC:0.485 Correlated most with: Maternal Maternal Lab History: ALBUMIN-otherPregnancy:1.000 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.757 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.650 Maternal Maternal Lab History: Alk Phos-otherPregnancy:-0.417 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.317 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.296 Maternal Maternal Lab History: BUN-otherPregnancy:0.280 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.268 Maternal Maternal Lab History: A/G-otherPregnancy:0.261 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.242 Maternal Maternal Lab History: GLOBULIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: 0.519 [0.180 1.492] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: GLOBULIN-postPregnancy:1.000 Maternal Maternal Lab History: A/G-postPregnancy:-0.893 Maternal Maternal Procedure History:87880-postPregnancy:0.264 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.245 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.242 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.234 Maternal Maternal Lab History: CHLORIDE-postPregnancy:-0.215 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.214 Maternal Maternal Lab History: VLDL-postPregnancy:0.212 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.210 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 81 | OR_unadj: 0.499 [0.194 1.282] | indivs AUC:0.503 Correlated most with: Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:0.265 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.158 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.158 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:-0.156 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.151 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:-0.137 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.133 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.130 Maternal Maternal Lab History: MONOS-postPregnancy:-0.127 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 88 | OR_unadj: 0.782 [0.321 1.909] | indivs AUC:0.499 Correlated most with: Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:1.000 Maternal Maternal Procedure History:87880-postPregnancy:0.183 Maternal Maternal Procedure History:97110-postPregnancy:0.179 Maternal Maternal Procedure History:97001-postPregnancy:0.168 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:-0.168 Maternal Maternal Procedure History:81025-postPregnancy:0.165 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.159 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.157 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.154 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.150 Maternal Maternal Lab History: AST (SGOT)-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 83 | OR_unadj: 0.501 [0.149 1.690] | indivs AUC:0.501 Correlated most with: Maternal Maternal Lab History: AST (SGOT)-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.525 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.460 Maternal Maternal Lab History: ALT-postPregnancy:0.459 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.453 Maternal Maternal Lab History: VLDL-postPregnancy:0.428 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.410 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.400 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.352 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.327 Maternal Maternal Lab History: A/G-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: 0.374 [0.113 1.237] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: A/G-postPregnancy:1.000 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.893 Maternal Maternal Procedure History:90656-postPregnancy:0.275 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:-0.274 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.266 Maternal Maternal Procedure History:87880-postPregnancy:-0.245 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.244 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.228 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.227 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.220 Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 68 | OR_unadj: 1.092 [0.616 1.935] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs143:Abdom hernia:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.136 Maternal Maternal Procedure History:96372-otherPregnancy:0.120 Maternal Maternal Procedure History:S9470-postPregnancy:0.113 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.111 Diagnosis:9ccs128:Asthma:0.103 Diagnosis:9ccs259:Unclassified:0.100 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.096 Number of Visits:0.095 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.093 Maternal Maternal Lab History: POLYS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 0.746 [0.327 1.699] | indivs AUC:0.491 Correlated most with: Maternal Maternal Lab History: POLYS-otherPregnancy:1.000 Maternal Maternal Lab History: MONOS-otherPregnancy:-0.432 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.413 Maternal Vital: Ht Percentile-otherPregnancy:-0.324 Maternal Maternal Lab History: POLYS-postPregnancy:0.277 Maternal Vital: Ht Percentile-postPregnancy:-0.262 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.257 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.244 Maternal Maternal Lab History: WBC-otherPregnancy:0.242 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:-0.232 Maternal Maternal Lab History: ANION GAP-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 66 | OR_unadj: 0.964 [0.388 2.394] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: ANION GAP-postPregnancy:1.000 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.244 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.215 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.175 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:0.166 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.158 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.156 Maternal Vital: Wt Change-otherPregnancy:0.155 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.150 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.140 Newborn Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 105 | OR_unadj: 0.620 [0.360 1.069] | indivs AUC:0.470 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:1.000 Maternal Diagnosis:9ccs184:Early labor:0.770 Diagnosis:9ccs219:Low birth wt:0.467 Newborn Diagnosis:9ccs256:Exam/eval:0.332 Newborn Diagnosis:9ccs222:Perint jaund:0.329 Newborn Diagnosis:9ccs221:Resp distres:0.314 Maternal Diagnosis:9ccs182:Hemorr preg:0.215 Newborn Diagnosis:9ccs253:Allergy:0.213 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.202 Maternal Diagnosis:9ccs159:UTI:0.167 Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 41 | OR_unadj: 1.144 [0.556 2.356] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs161:Ot dx kidney:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.472 Diagnosis:9ccs159:UTI:0.225 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.148 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.146 Number of Visits:0.130 Diagnosis:9ccs163:Other GU dx:0.124 Diagnosis:9ccs83:Epilepsy/cnv:0.118 Newborn Diagnosis:9ccs217:Ot cong anom:0.105 Diagnosis:9ccs213:Cardiac anom:0.101 Maternal Maternal Lab History: VLDL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 69 | OR_unadj: 0.982 [0.362 2.662] | indivs AUC:0.495 Correlated most with: Maternal Maternal Lab History: VLDL-postPregnancy:1.000 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.584 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.502 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.428 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.313 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.299 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.288 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.267 Maternal Maternal Lab History: ALT-postPregnancy:0.243 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.228 Diagnosis:10ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 1.780 [0.664 4.775] | indivs AUC:0.502 Correlated most with: Diagnosis:10ccs58:Ot nutrit dx:1.000 Diagnosis:9ccs2603:E Codes: Fall:0.703 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.219 Diagnosis:9ccs64:Ot hematl dx:0.123 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.108 Diagnosis:9ccs8:Oth infectns:0.093 Diagnosis:9ccs209:Ot acq defor:0.088 Number of Visits:0.085 Newborn Diagnosis:9ccs253:Allergy:0.083 Maternal Diagnosis:9ccs61:Sickle cell:0.083 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 71 | OR_unadj: 1.292 [0.571 2.925] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:1.000 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.478 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.434 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.228 Maternal Maternal Procedure History:93005-otherPregnancy:0.220 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.198 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:0.173 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:-0.169 Maternal Maternal Lab History: FASTING-postPregnancy:-0.165 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.165 Maternal Maternal Lab History: URINE KETONES-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 44 | OR_unadj: 1.010 [0.209 4.884] | indivs AUC:0.484 Correlated most with: Maternal Maternal Lab History: URINE KETONES-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.338 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.199 Maternal Maternal Lab History: RUBELLA-otherPregnancy:0.194 Maternal Maternal Lab History: WBC-otherPregnancy:0.152 Maternal Maternal Lab History: POLYS-otherPregnancy:0.151 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.146 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:-0.136 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.133 Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:-0.131 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 43 | OR_unadj: 0.413 [0.095 1.795] | indivs AUC:0.492 Correlated most with: Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.444 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.364 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.236 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.213 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.212 Maternal Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:0.202 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.180 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.179 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.179 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 100 | OR_unadj: 0.720 [0.333 1.553] | indivs AUC:0.486 Correlated most with: Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:1.000 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:-0.544 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.350 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.288 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.287 Maternal Maternal Lab History: VLDL-postPregnancy:-0.267 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.250 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.198 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.195 Maternal Vital: RR-otherPregnancy:0.181 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.489 Correlated most with: Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.336 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.291 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:-0.286 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.253 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.205 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.173 Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.159 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.143 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.138 Diagnosis:9ccs258:Other screen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.822 [0.358 1.886] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs258:Other screen:1.000 Diagnosis:9ccs239:Superfic inj:0.184 Diagnosis:9ccs137:Mouth dx:0.165 Number of Visits:0.156 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.154 Diagnosis:9ccs155:Other GI dx:0.145 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.125 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.122 Diagnosis:9ccs250:Nausea/vomit:0.111 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.106 Maternal Maternal Procedure History:99401-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 204 | OR_unadj: 1.233 [0.723 2.104] | indivs AUC:0.509 Correlated most with: Maternal Maternal Procedure History:99401-otherPregnancy:1.000 Maternal Maternal Procedure History:99401-postPregnancy:0.483 Maternal Maternal Procedure History:86703-otherPregnancy:0.463 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.429 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.361 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.325 Maternal Maternal Procedure History:81000-otherPregnancy:0.312 Maternal Maternal Procedure History:86703-postPregnancy:0.242 Maternal Maternal Procedure History:99000-postPregnancy:0.176 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.159 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 193 | OR_unadj: 1.064 [0.620 1.824] | indivs AUC:0.476 Correlated most with: Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:1.000 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.611 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.580 Maternal Maternal Lab History: WBC-otherPregnancy:0.528 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.270 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.233 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.213 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.208 Maternal Maternal Lab History: PT-otherPregnancy:0.206 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.159 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 44 | OR_unadj: 0.390 [0.090 1.687] | indivs AUC:0.486 Correlated most with: Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.226 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.189 Maternal Vital: BMI Percentile-otherPregnancy:-0.178 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.160 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.149 Maternal Maternal Procedure History:97001-postPregnancy:0.147 Maternal Maternal Lab History: RDW-postPregnancy:0.142 Maternal Maternal Procedure History:90472-postPregnancy:-0.142 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:-0.140 Newborn Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 0.997 [0.506 1.966] | indivs AUC:0.506 Correlated most with: Newborn Diagnosis:9ccs215:gu cong anom:1.000 Diagnosis:9ccs161:Ot dx kidney:0.472 Diagnosis:9ccs215:gu cong anom:0.185 Newborn Diagnosis:9ccs217:Ot cong anom:0.150 Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:0.128 Diagnosis:9ccs163:Other GU dx:0.110 Diagnosis:9ccs83:Epilepsy/cnv:0.104 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.096 Maternal Maternal Lab History: RDW-postPregnancy:0.094 Maternal Maternal Lab History: LIPASE-postPregnancy:0.088 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 101 | OR_unadj: 0.537 [0.226 1.278] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.337 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.278 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.260 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.255 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.250 Maternal Maternal Procedure History:97110-postPregnancy:0.248 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.188 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.185 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.183 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 76 | OR_unadj: 0.561 [0.194 1.623] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.557 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.299 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.268 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.239 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.225 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.212 Maternal Maternal Procedure History:90656-postPregnancy:0.207 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.206 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.191 Maternal Maternal Lab History: HCG-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 0.542 [0.122 2.411] | indivs AUC:0.489 Correlated most with: Maternal Maternal Lab History: HCG-postPregnancy:1.000 Maternal Maternal Lab History: INHMOM-postPregnancy:0.492 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.483 Maternal Maternal Lab History: HCG-otherPregnancy:0.468 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.435 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.424 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.415 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.413 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.379 Maternal Maternal Lab History: NT MoM-postPregnancy:0.364 Maternal Maternal Lab History: LDL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 62 | OR_unadj: 1.078 [0.459 2.531] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: LDL-postPregnancy:1.000 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.627 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.433 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.241 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.215 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.212 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.204 Maternal Maternal Lab History: URIC ACID-postPregnancy:-0.197 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.197 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.191 Newborn Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.778 [0.604 5.234] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs213:Cardiac anom:0.441 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.235 Diagnosis:9ccs96:Hrt valve dx:0.208 Maternal Maternal Procedure History:96372-postPregnancy:0.156 Newborn Diagnosis:9ccs96:Hrt valve dx:0.156 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.137 Diagnosis:9ccs55:Fluid/elc dx:0.136 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.126 Maternal Maternal Lab History: FREE T3-postPregnancy:-0.117 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 140 | OR_unadj: 1.185 [0.626 2.243] | indivs AUC:0.512 Correlated most with: Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:1.000 Maternal Maternal Procedure History:99401-postPregnancy:0.451 Maternal Maternal Procedure History:S9470-postPregnancy:0.387 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.368 Maternal Maternal Procedure History:81000-postPregnancy:0.336 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.308 Maternal Maternal Procedure History:86703-postPregnancy:0.269 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.222 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.206 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.201 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 219 | OR_unadj: 1.116 [0.707 1.760] | indivs AUC:0.505 Correlated most with: Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.395 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.392 Maternal Maternal Procedure History:99401-otherPregnancy:0.361 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.330 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.320 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.318 Maternal Vital: RR-otherPregnancy:0.317 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.299 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.294 Vital: HC Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: BUN-otherPregnancy:-0.173 Newborn Diagnosis:9ccs253:Allergy:-0.170 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.165 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.129 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.118 Diagnosis:9ccs117:Ot circul dx:-0.101 Maternal Maternal Lab History: POTASSIUM-postPregnancy:-0.095 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:-0.087 Diagnosis:9ccs213:Cardiac anom:-0.080 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.080 Maternal Maternal Lab History: MONOS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 0.733 [0.278 1.935] | indivs AUC:0.505 Correlated most with: Maternal Maternal Lab History: MONOS-otherPregnancy:1.000 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.432 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.366 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.307 Maternal Maternal Lab History: MONOS-postPregnancy:0.237 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.224 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.201 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.200 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.185 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.176 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 76 | OR_unadj: 0.519 [0.180 1.492] | indivs AUC:0.501 Correlated most with: Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:1.000 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.244 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.221 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.210 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:-0.208 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.206 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.186 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.177 Maternal Maternal Lab History: PO2-postPregnancy:0.176 Maternal Maternal Lab History: LDL-otherPregnancy:-0.171 Maternal Maternal Lab History: ANION GAP-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 1.152 [0.595 2.231] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: ANION GAP-otherPregnancy:1.000 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.351 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.338 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.327 Maternal Maternal Lab History: SODIUM-otherPregnancy:0.303 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.299 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.258 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.250 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.250 Maternal Maternal Lab History: ANION GAP-postPregnancy:0.244 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 91 | OR_unadj: 0.658 [0.273 1.585] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.248 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:-0.220 Maternal Vital: RR-otherPregnancy:-0.201 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.196 Maternal Maternal Procedure History:90801-postPregnancy:0.168 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.148 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.130 Maternal Maternal Procedure History:86580-postPregnancy:-0.128 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.127 Maternal Vital: PL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 68 | OR_unadj: 1.062 [0.423 2.663] | indivs AUC:0.526 Correlated most with: Maternal Vital: PL-otherPregnancy:1.000 Maternal Vital: HR-otherPregnancy:0.310 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.304 Maternal Vital: PL-postPregnancy:0.291 Maternal Vital: BP-otherPregnancy:0.213 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.200 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.198 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:0.186 Maternal Vital: Wt-otherPregnancy:0.180 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.168 Maternal Maternal Lab History: URINE KETONES-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 78 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: URINE KETONES-postPregnancy:1.000 Maternal Maternal Lab History: AMYLASE-postPregnancy:-0.326 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.322 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.227 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.224 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.217 Lab:297275 STREP RAPID TEST (POCT):0.215 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.197 Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:0.194 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.141 Diagnosis:9ccs147:Anal/rectal | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.615 [0.558 4.678] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs147:Anal/rectal:1.000 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.214 Maternal Maternal Lab History: PTT-otherPregnancy:0.193 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.184 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.184 Maternal Maternal Lab History: INR-otherPregnancy:0.183 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.149 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.134 Diagnosis:9ccs155:Other GI dx:0.132 Maternal Maternal Procedure History:81025-otherPregnancy:0.126 Maternal Maternal Lab History: CREATININE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 181 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.486 Correlated most with: Maternal Maternal Lab History: CREATININE-otherPregnancy:1.000 Maternal Maternal Procedure History:99000-otherPregnancy:0.549 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.512 Maternal Maternal Procedure History:90656-otherPregnancy:0.467 Maternal Maternal Lab History: CREATININE-postPregnancy:0.331 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.246 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.235 Maternal Maternal Procedure History:81000-postPregnancy:-0.203 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.203 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.196 Vital: HC Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.329 [0.351 5.033] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:-0.129 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:-0.124 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.101 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.092 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.090 Diagnosis:9ccs153:GI hemorrhag:0.077 Maternal Maternal Procedure History:86580-otherPregnancy:0.076 Diagnosis:9ccs2603:E Codes: Fall:0.075 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:-0.075 Maternal Vital: PL-otherPregnancy:0.072 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.883 [0.329 2.367] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.706 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.263 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:-0.211 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.196 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.195 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:-0.182 Maternal Maternal Lab History: LDL-postPregnancy:0.181 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:0.180 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.178 * Lab:297262 HEMOGLOBIN (HEMOCUE) | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 3.235 [1.305 8.018] | indivs AUC:0.518 Correlated most with: Lab:297262 HEMOGLOBIN (HEMOCUE):1.000 Diagnosis:9ccs219:Low birth wt:-0.264 Maternal Diagnosis:9ccs159:UTI:-0.194 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.160 Diagnosis:9ccs59:Anemia:-0.135 Maternal Diagnosis:9ccs184:Early labor:-0.134 Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy:-0.105 Newborn Diagnosis:9ccs256:Exam/eval:-0.105 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.097 Newborn Diagnosis:9ccs219:Low birth wt:-0.095 Newborn Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 0.555 [0.163 1.885] | indivs AUC:0.499 Correlated most with: Newborn Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.329 Diagnosis:9ccs96:Hrt valve dx:0.250 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.192 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.186 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.185 Newborn Diagnosis:9ccs213:Cardiac anom:0.156 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.133 Maternal Maternal Lab History: APF MoM-postPregnancy:0.127 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.106 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 0.822 [0.358 1.886] | indivs AUC:0.497 Correlated most with: Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:1.000 Maternal Maternal Lab History: AFP-otherPregnancy:0.340 Maternal Maternal Lab History: FERRITIN-otherPregnancy:0.308 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.307 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.263 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.227 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.213 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.209 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.201 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:0.196 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 61 | OR_unadj: 1.266 [0.453 3.538] | indivs AUC:0.495 Correlated most with: Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.404 Maternal Maternal Lab History: IRON-postPregnancy:0.222 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.215 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.140 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.138 Maternal Vital: BMI Percentile-postPregnancy:-0.129 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.125 Maternal Maternal Procedure History:S9470-postPregnancy:0.122 Maternal Vital: RR-postPregnancy:-0.120 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 84 | OR_unadj: 0.930 [0.345 2.506] | indivs AUC:0.491 Correlated most with: Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.315 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.269 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.242 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.241 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.234 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.192 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.192 Maternal Maternal Lab History: RBC-otherPregnancy:0.166 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.165 Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 39 | OR_unadj: 1.225 [0.592 2.537] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs47:Ot bnign neo:1.000 Diagnosis:9ccs62:Coag/hemr dx:0.105 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.102 Maternal Maternal Lab History: PO2-postPregnancy:0.095 Diagnosis:9ccs117:Ot circul dx:0.093 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.089 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.073 Diagnosis:9ccs217:Ot cong anom:0.071 Diagnosis:9ccs166:Oth male gen:0.069 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.068 Maternal Maternal Lab History: PAPP-A-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 1.181 [0.427 3.271] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: PAPP-A-postPregnancy:1.000 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.235 Maternal Maternal Lab History: APF MoM-postPregnancy:-0.216 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.196 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:0.191 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.173 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.171 Maternal Maternal Lab History: A/G-otherPregnancy:0.168 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.162 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.149 Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 0.733 [0.278 1.935] | indivs AUC:0.487 Correlated most with: Diagnosis:9ccs89:Blindness:1.000 Diagnosis:9ccs91:Other eye dx:0.242 Diagnosis:9ccs217:Ot cong anom:0.212 Diagnosis:9ccs213:Cardiac anom:0.129 Diagnosis:9ccs223:Birth trauma:0.109 Newborn Diagnosis:9ccs218:Liveborn:-0.103 Number of Visits:0.102 Diagnosis:9ccs7:Viral infect:0.088 Diagnosis:9ccs257:Ot aftercare:0.081 Newborn Diagnosis:9ccs191:Amnios dx:0.077 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 0.660 [0.191 2.278] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.467 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.464 Maternal Maternal Lab History: PATIENT-postPregnancy:0.428 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.374 Maternal Vital: Wt-postPregnancy:0.321 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.292 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.289 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.283 Maternal Maternal Procedure History:90746-postPregnancy:0.263 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 1.329 [0.351 5.033] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:1.000 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.246 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.200 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.176 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.176 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.156 Maternal Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:-0.151 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:-0.146 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.144 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.131 Diagnosis:9ccs64:Ot hematl dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs64:Ot hematl dx:1.000 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.258 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.220 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.214 Diagnosis:9ccs2603:E Codes: Fall:0.128 Diagnosis:10ccs58:Ot nutrit dx:0.123 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.115 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.101 Maternal Maternal Lab History: MONOS-otherPregnancy:0.101 Maternal Diagnosis:9ccs7:Viral infect:0.093 Newborn Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.127 [0.478 2.660] | indivs AUC:0.505 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:1.000 Diagnosis:9ccs223:Birth trauma:0.273 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.184 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.167 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.162 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.161 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.146 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.143 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.141 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.116 Maternal Maternal Lab History: PT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: PT-postPregnancy:1.000 Maternal Maternal Lab History: INR-postPregnancy:0.675 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:-0.191 Maternal Maternal Procedure History:90472-postPregnancy:0.189 Maternal Maternal Lab History: SODIUM-postPregnancy:0.189 Maternal Maternal Lab History: PO2-postPregnancy:0.187 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.168 Maternal Maternal Lab History: FREE T3-postPregnancy:0.158 Maternal Maternal Lab History: CREATININE-postPregnancy:0.151 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.139 Maternal Diagnosis:9ccs182:Hemorr preg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.369 [0.086 1.591] | indivs AUC:0.494 Correlated most with: Maternal Diagnosis:9ccs182:Hemorr preg:1.000 Maternal Diagnosis:9ccs184:Early labor:0.250 Newborn Diagnosis:9ccs219:Low birth wt:0.215 Maternal Maternal Procedure History:96372-otherPregnancy:0.201 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.131 Newborn Diagnosis:9ccs256:Exam/eval:0.131 Newborn Diagnosis:9ccs221:Resp distres:0.113 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.112 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.099 Diagnosis:9ccs212:Ot bone dx:0.092 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 97 | OR_unadj: 0.883 [0.293 2.656] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:1.000 Maternal Maternal Procedure History:81000-postPregnancy:0.253 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.247 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.242 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.238 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.208 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.197 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.191 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.190 Maternal Maternal Procedure History:99401-postPregnancy:0.171 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 1.329 [0.351 5.033] | indivs AUC:0.470 Correlated most with: Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:1.000 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.348 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:0.215 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.214 Newborn Diagnosis:9ccs221:Resp distres:0.211 Maternal Maternal Lab History: PT-postPregnancy:-0.191 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.180 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:-0.179 Maternal Diagnosis:9ccs168:PID:0.176 Maternal Vital: BMI Percentile-otherPregnancy:0.161 Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 75 | OR_unadj: 2.013 [0.882 4.591] | indivs AUC:0.528 Correlated most with: Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy:1.000 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.298 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.289 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.287 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.222 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.207 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.163 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.159 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.147 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.140 * Maternal Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 2.939 [1.401 6.164] | indivs AUC:0.501 Correlated most with: Maternal Diagnosis:9ccs58:Ot nutrit dx:1.000 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.242 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.213 Maternal Diagnosis:9ccs181:Ot preg comp:0.201 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.184 Maternal Diagnosis:9ccs128:Asthma:0.183 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.174 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.167 Maternal Diagnosis:9ccs183:HTN in preg:0.163 Maternal Maternal Lab History: APTT-postPregnancy:0.150 Lab:292495 LEAD LEVEL - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:1.000 Diagnosis:9ccs243:Poisn nonmed:-0.102 Diagnosis:9ccs217:Ot cong anom:0.085 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.069 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.069 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.063 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.063 Maternal Diagnosis:9ccs183:HTN in preg:0.063 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.062 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.061 Maternal Maternal Lab History: GLUCOSE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 80 | OR_unadj: 0.846 [0.345 2.078] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: GLUCOSE-postPregnancy:1.000 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.400 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.357 Maternal Maternal Lab History: VLDL-postPregnancy:0.313 Maternal Maternal Procedure History:97014-postPregnancy:-0.295 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.265 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.252 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.247 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.220 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.213 Maternal Maternal Lab History: BUN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 0.964 [0.457 2.032] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: BUN-postPregnancy:1.000 Maternal Maternal Lab History: SODIUM-postPregnancy:0.266 Maternal Maternal Lab History: BUN-otherPregnancy:0.252 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.228 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.192 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.190 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.178 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.174 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.170 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.169 Maternal Maternal Procedure History:36415-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 107 | OR_unadj: 0.955 [0.470 1.937] | indivs AUC:0.494 Correlated most with: Maternal Maternal Procedure History:36415-otherPregnancy:1.000 Maternal Maternal Procedure History:36415-postPregnancy:0.264 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:-0.167 Maternal Vital: Temp-otherPregnancy:-0.162 Maternal Diagnosis:9ccs155:Other GI dx:0.154 Maternal Maternal Lab History: INR-otherPregnancy:-0.147 Maternal Maternal Procedure History:99401-postPregnancy:0.146 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.145 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.133 Maternal Maternal Procedure History:99401-otherPregnancy:0.132 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 167 | OR_unadj: nan [ nan nan] | indivs AUC:0.520 Correlated most with: Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:1.000 Maternal Maternal Lab History: CREATININE-postPregnancy:0.435 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.246 Maternal Maternal Procedure History:99000-otherPregnancy:0.212 Maternal Maternal Procedure History:90656-otherPregnancy:0.199 Maternal Maternal Procedure History:81000-postPregnancy:-0.198 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.163 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.161 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.147 Maternal Vital: Temp-postPregnancy:0.144 Maternal Maternal Procedure History:90471-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 111 | OR_unadj: 0.618 [0.258 1.483] | indivs AUC:0.505 Correlated most with: Maternal Maternal Procedure History:90471-postPregnancy:1.000 Maternal Maternal Procedure History:90649-postPregnancy:0.419 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.352 Maternal Maternal Procedure History:90656-postPregnancy:0.303 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.236 Maternal Maternal Procedure History:36415-postPregnancy:0.215 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.214 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.211 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.210 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.207 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 71 | OR_unadj: 0.951 [0.410 2.208] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:1.000 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.803 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.478 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:-0.299 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.261 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:0.244 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:-0.213 Maternal Maternal Lab History: FASTING-postPregnancy:-0.192 Maternal Maternal Lab History: AFP-otherPregnancy:-0.192 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.180 Maternal Diagnosis:9ccs128:Asthma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 32 | OR_unadj: 1.393 [0.639 3.036] | indivs AUC:0.499 Correlated most with: Maternal Diagnosis:9ccs128:Asthma:1.000 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.205 Maternal Diagnosis:9ccs181:Ot preg comp:0.203 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.183 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.183 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.166 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.160 Maternal Maternal Lab History: APTT-postPregnancy:0.143 Maternal Vital: Wt-postPregnancy:0.134 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.126 Maternal Maternal Lab History: BUN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 100 | OR_unadj: 1.120 [0.580 2.166] | indivs AUC:0.501 Correlated most with: Maternal Maternal Lab History: BUN-otherPregnancy:1.000 Maternal Maternal Lab History: HCG-otherPregnancy:0.297 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.292 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.281 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.280 Maternal Maternal Lab History: BUN-postPregnancy:0.252 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.251 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.246 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.232 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.229 Maternal Maternal Procedure History:J1055-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 1.772 [0.323 9.712] | indivs AUC:0.508 Correlated most with: Maternal Maternal Procedure History:J1055-postPregnancy:1.000 Maternal Maternal Procedure History:90772-postPregnancy:0.651 Maternal Maternal Procedure History:81025-postPregnancy:0.321 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.181 Maternal Maternal Lab History: PATIENT-postPregnancy:0.171 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.164 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.163 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.154 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.137 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.134 Diagnosis:9ccs76:Meningitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.308 [0.546 3.136] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs76:Meningitis:1.000 Lab:297275 STREP RAPID TEST (POCT):0.106 Diagnosis:9ccs92:Otitis media:0.103 Diagnosis:9ccs124:Tonsillitis:0.084 Maternal Diagnosis:9ccs195:Ot compl bir:-0.083 Diagnosis:9ccs4:Mycoses:0.082 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.081 Maternal Diagnosis:9ccs176:Contraceptiv:0.079 Number of Visits:0.075 Diagnosis:9ccs133:Oth low resp:0.073 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 46 | OR_unadj: 0.439 [0.101 1.918] | indivs AUC:0.490 Correlated most with: Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:1.000 Maternal Maternal Lab History: IRON-postPregnancy:0.303 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.254 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.251 Maternal Maternal Procedure History:97110-postPregnancy:0.232 Maternal Maternal Procedure History:97001-postPregnancy:0.207 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.201 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.185 Maternal Vital: RR-otherPregnancy:0.178 Diagnosis:9ccs3:Oth bact inf:0.169 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 1.010 [0.209 4.884] | indivs AUC:0.507 Correlated most with: Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.421 Maternal Maternal Procedure History:90746-postPregnancy:0.338 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.309 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.276 Maternal Maternal Lab History: PATIENT-postPregnancy:0.255 Maternal Maternal Procedure History:90472-postPregnancy:0.231 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.208 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.202 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.200 Maternal Maternal Lab History: hCG MoM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 0.951 [0.410 2.208] | indivs AUC:0.491 Correlated most with: Maternal Maternal Lab History: hCG MoM-otherPregnancy:1.000 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.803 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.434 Maternal Maternal Lab History: HCG-otherPregnancy:0.311 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:-0.276 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.272 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.271 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.262 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.259 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.254 Maternal Maternal Procedure History:58300-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 87 | OR_unadj: nan [ nan nan] | indivs AUC:0.524 Correlated most with: Maternal Maternal Procedure History:58300-postPregnancy:1.000 Maternal Maternal Procedure History:J7300-postPregnancy:0.742 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.213 Maternal Maternal Lab History: CREATININE-postPregnancy:0.162 Maternal Maternal Procedure History:J7302-postPregnancy:0.148 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.130 Maternal Maternal Lab History: FERRITIN-postPregnancy:-0.127 Maternal Maternal Lab History: INR-otherPregnancy:-0.123 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.122 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.119 Diagnosis:9ccs140:Gastritis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 2.226 [0.724 6.844] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs140:Gastritis:1.000 Maternal Maternal Procedure History:90472-postPregnancy:0.146 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.139 Diagnosis:9ccs153:GI hemorrhag:0.113 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.109 Diagnosis:9ccs213:Cardiac anom:0.098 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.095 Newborn Diagnosis:9ccs95:Oth nerv dx:0.093 Maternal Maternal Procedure History:90649-postPregnancy:0.091 Maternal Maternal Procedure History:90471-postPregnancy:0.085 * Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 2.483 [1.053 5.853] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:1.000 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.170 Diagnosis:9ccs62:Coag/hemr dx:0.144 Diagnosis:9ccs161:Ot dx kidney:0.118 Diagnosis:9ccs216:Nerv cong an:0.115 Number of Visits:0.107 Newborn Diagnosis:9ccs215:gu cong anom:0.104 Newborn Diagnosis:9ccs213:Cardiac anom:0.101 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.092 Newborn Diagnosis:9ccs191:Amnios dx:0.090 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 0.369 [0.086 1.591] | indivs AUC:0.481 Correlated most with: Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.359 Maternal Diagnosis:9ccs211:Ot conn tiss:0.351 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.187 Maternal Maternal Procedure History:90656-postPregnancy:0.185 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.175 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.164 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:-0.161 Maternal Maternal Lab History: APTT-postPregnancy:-0.152 Diagnosis:9ccs163:Other GU dx:0.147 Diagnosis:9ccs251:Abdomnl pain | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.520 [0.391 5.904] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:1.000 Maternal Maternal Lab History: FREE T3-postPregnancy:-0.208 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:0.132 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.109 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.096 Diagnosis:9ccs141:Ot dx stomch:0.090 Maternal Diagnosis:9ccs188:Pelvic obstr:0.086 Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.084 Diagnosis:9ccs205:Back problem:0.082 Diagnosis:9ccs55:Fluid/elc dx:0.082 Diagnosis:9ccs247:Lymph enlarg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.627 [0.240 1.634] | indivs AUC:0.483 Correlated most with: Diagnosis:9ccs247:Lymph enlarg:1.000 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.210 Diagnosis:9ccs3:Oth bact inf:0.202 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.151 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.140 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.127 Maternal Maternal Lab History: FREE T-4-postPregnancy:0.122 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.120 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.118 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.114 Maternal Maternal Lab History: AFP-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 70 | OR_unadj: 0.500 [0.174 1.434] | indivs AUC:0.483 Correlated most with: Maternal Maternal Lab History: AFP-otherPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.561 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.340 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.312 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.299 Maternal Maternal Lab History: WEIGHT-otherPregnancy:-0.248 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.240 Maternal Maternal Lab History: AFP-postPregnancy:0.234 Maternal Vital: Wt Change-otherPregnancy:-0.197 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.192 Diagnosis:9ccs205:Back problem | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs205:Back problem:1.000 Maternal Diagnosis:9ccs6:Hepatitis:0.100 Lab:294203 BILIRUBIN TOTAL - LMC:0.095 Maternal Maternal Procedure History:90746-postPregnancy:-0.092 Maternal Diagnosis:9ccs191:Amnios dx:0.086 Maternal Vital: SpO2-postPregnancy:0.082 Diagnosis:9ccs251:Abdomnl pain:0.082 Diagnosis:9ccs133:Oth low resp:0.080 Diagnosis:9ccs224:Ot perint dx:0.077 Diagnosis:9ccs161:Ot dx kidney:0.075 Maternal Maternal Lab History: FASTING-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 45 | OR_unadj: 0.883 [0.293 2.656] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: FASTING-otherPregnancy:1.000 Maternal Maternal Lab History: FASTING-postPregnancy:0.669 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.358 Diagnosis:9ccs8:Oth infectns:0.162 Maternal Maternal Procedure History:85018-postPregnancy:-0.156 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.140 Maternal Maternal Procedure History:99401-postPregnancy:0.140 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.137 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.136 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.135 Maternal Diagnosis:9ccs106:Dysrhythmia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.421 [0.548 3.688] | indivs AUC:0.491 Correlated most with: Maternal Diagnosis:9ccs106:Dysrhythmia:1.000 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.191 Maternal Diagnosis:9ccs181:Ot preg comp:0.152 Maternal Diagnosis:9ccs238:Complic proc:0.139 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.096 Maternal Diagnosis:9ccs159:UTI:0.092 Diagnosis:9ccs246:FUO:0.092 Diagnosis:9ccs2:Septicemia:0.076 Maternal Diagnosis:9ccs191:Amnios dx:0.072 Diagnosis:9ccs62:Coag/hemr dx:0.070 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 71 | OR_unadj: 0.501 [0.149 1.690] | indivs AUC:0.486 Correlated most with: Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.404 Maternal Maternal Lab History: FASTING-postPregnancy:0.358 Maternal Maternal Lab History: FASTING-otherPregnancy:0.358 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.263 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.261 Maternal Maternal Lab History: AFP-otherPregnancy:0.240 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.197 Maternal Maternal Lab History: hCG MoM-otherPregnancy:-0.180 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.174 Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.386 [0.968 5.880] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs117:Ot circul dx:1.000 Diagnosis:9ccs96:Hrt valve dx:0.228 Diagnosis:9ccs213:Cardiac anom:0.225 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.204 Newborn Diagnosis:9ccs253:Allergy:0.164 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.119 Newborn Diagnosis:9ccs213:Cardiac anom:0.107 Maternal Maternal Lab History: FREE T3-postPregnancy:-0.101 Newborn Diagnosis:9ccs191:Amnios dx:0.095 Diagnosis:9ccs47:Ot bnign neo:0.093 Maternal Maternal Lab History: INHMOM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.830 [0.278 2.482] | indivs AUC:0.490 Correlated most with: Maternal Maternal Lab History: INHMOM-postPregnancy:1.000 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.705 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.604 Maternal Maternal Lab History: HCG-otherPregnancy:0.600 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.580 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.553 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.548 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.497 Maternal Maternal Lab History: HCG-postPregnancy:0.492 Maternal Maternal Lab History: APF MoM-postPregnancy:0.358 Lab:306605 BILIRUBIN DIRECT - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Lab:306605 BILIRUBIN DIRECT - Sunrise:1.000 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.491 Diagnosis:9ccs48:Thyroid dsor:0.258 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:0.257 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.223 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.216 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.188 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.179 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:-0.151 Maternal Maternal Lab History: A/G-postPregnancy:0.145 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 44 | OR_unadj: 1.010 [0.209 4.884] | indivs AUC:0.487 Correlated most with: Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.567 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.505 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.299 Maternal Vital: RR-otherPregnancy:0.237 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.220 Maternal Maternal Procedure History:90472-postPregnancy:0.209 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.198 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.191 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.188 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 0.733 [0.278 1.935] | indivs AUC:0.475 Correlated most with: Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:1.000 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.391 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.389 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.363 Maternal Maternal Lab History: HCG-otherPregnancy:-0.357 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.345 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.286 Maternal Vital: BMI-postPregnancy:-0.272 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.270 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.266 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 70 | OR_unadj: 1.365 [0.484 3.852] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:1.000 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.238 Maternal Maternal Lab History: PTT-otherPregnancy:-0.223 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.221 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.202 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.192 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.191 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.176 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.170 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.163 Maternal Diagnosis:9ccs60:Acut p-h anm | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.175 [0.023 1.306] | indivs AUC:0.496 Correlated most with: Maternal Diagnosis:9ccs60:Acut p-h anm:1.000 Maternal Maternal Procedure History:96372-otherPregnancy:0.213 Maternal Diagnosis:9ccs181:Ot preg comp:0.176 Maternal Maternal Procedure History:97110-postPregnancy:0.153 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.139 Maternal Maternal Procedure History:97001-postPregnancy:0.137 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.135 Maternal Diagnosis:9ccs46:Bnign ut neo:0.131 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.100 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.092 Maternal Maternal Procedure History:86580-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 86 | OR_unadj: 1.010 [0.331 3.088] | indivs AUC:0.514 Correlated most with: Maternal Maternal Procedure History:86580-postPregnancy:1.000 Maternal Maternal Procedure History:86580-otherPregnancy:0.490 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.234 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.182 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.172 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.170 Maternal Maternal Lab History: APTT-postPregnancy:0.157 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.152 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.146 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.144 Maternal Maternal Lab History: PH-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 55 | OR_unadj: 0.756 [0.216 2.644] | indivs AUC:0.489 Correlated most with: Maternal Maternal Lab History: PH-postPregnancy:1.000 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.314 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.191 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.190 Maternal Maternal Lab History: PH-otherPregnancy:0.179 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.179 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:-0.159 Maternal Maternal Lab History: PTT-postPregnancy:-0.156 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.152 Maternal Maternal Lab History: RBC-postPregnancy:-0.149 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 59 | OR_unadj: 0.621 [0.181 2.131] | indivs AUC:0.482 Correlated most with: Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:1.000 Maternal Maternal Procedure History:90801-postPregnancy:0.633 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.438 Maternal Maternal Lab History: UIBC-postPregnancy:-0.313 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.265 Diagnosis:9ccs242:Poisn ot med:0.231 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.229 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.224 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.201 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:0.175 Maternal Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs0:No DX:1.000 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.173 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.127 Maternal Diagnosis:9ccs196:Nml preg/del:-0.119 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.111 Maternal Maternal Procedure History:J7300-postPregnancy:-0.109 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.106 Maternal Maternal Lab History: AFP-postPregnancy:0.103 Maternal Maternal Lab History: RUBELLA-postPregnancy:0.089 Diagnosis:9ccs153:GI hemorrhag:0.083 Maternal Maternal Procedure History:90656-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 76 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.499 Correlated most with: Maternal Maternal Procedure History:90656-postPregnancy:1.000 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.403 Maternal Maternal Lab History: HCG-otherPregnancy:0.342 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.333 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.324 Maternal Maternal Lab History: INHMOM-postPregnancy:0.324 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.312 Maternal Maternal Procedure History:90471-postPregnancy:0.303 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.289 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.277 Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.388 [0.117 1.286] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs219:Low birth wt:1.000 Maternal Diagnosis:9ccs184:Early labor:0.469 Newborn Diagnosis:9ccs219:Low birth wt:0.467 Newborn Diagnosis:9ccs253:Allergy:0.271 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.264 Newborn Diagnosis:9ccs256:Exam/eval:0.214 Newborn Diagnosis:9ccs222:Perint jaund:0.213 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.187 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.186 Maternal Maternal Procedure History:96372-otherPregnancy:0.179 Maternal Diagnosis:9ccs149:Biliary dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.352 [0.045 2.758] | indivs AUC:0.494 Correlated most with: Maternal Diagnosis:9ccs149:Biliary dx:1.000 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.305 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.288 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.206 Maternal Maternal Lab History: ALT-postPregnancy:0.160 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.157 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.144 Maternal Diagnosis:9ccs181:Ot preg comp:0.136 Maternal Diagnosis:9ccs159:UTI:0.131 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.126 Maternal Maternal Procedure History:90471-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 0.706 [0.154 3.235] | indivs AUC:0.499 Correlated most with: Maternal Maternal Procedure History:90471-otherPregnancy:1.000 Maternal Maternal Procedure History:96372-otherPregnancy:0.256 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.252 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.205 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.204 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.202 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.201 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.188 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.162 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.156 Maternal Diagnosis:9ccs168:PID | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 0.194 [0.026 1.461] | indivs AUC:0.494 Correlated most with: Maternal Diagnosis:9ccs168:PID:1.000 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.176 Maternal Diagnosis:9ccs189:Prev c-sectn:0.142 Newborn Diagnosis:9ccs218:Liveborn:-0.129 Maternal Diagnosis:9ccs181:Ot preg comp:0.128 Newborn Diagnosis:9ccs221:Resp distres:0.119 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.107 Maternal Diagnosis:9ccs49:DiabMel no c:0.088 Diagnosis:9ccs91:Other eye dx:0.083 Newborn Diagnosis:9ccs215:gu cong anom:0.081 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.510 Correlated most with: Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:1.000 Maternal Maternal Lab History: PATIENT-postPregnancy:0.699 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.681 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.657 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.465 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.464 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.451 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.431 Maternal Maternal Procedure History:90746-postPregnancy:0.411 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.335 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 76 | OR_unadj: 1.784 [0.758 4.201] | indivs AUC:0.532 Correlated most with: Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.359 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.305 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.267 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.236 Maternal Maternal Procedure History:81000-otherPregnancy:0.235 Maternal Maternal Procedure History:93005-otherPregnancy:0.208 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.198 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.195 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.188 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 0.670 [0.229 1.964] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:1.000 Maternal Maternal Lab History: NT MoM-postPregnancy:0.910 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.363 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.282 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.266 Maternal Maternal Procedure History:96372-postPregnancy:0.255 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.244 Maternal Maternal Lab History: HCG-postPregnancy:0.230 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.222 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.203 Diagnosis:9ccs153:GI hemorrhag | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.175 [0.023 1.306] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs153:GI hemorrhag:1.000 Diagnosis:9ccs154:Gastroent:0.209 Diagnosis:9ccs140:Gastritis:0.113 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.100 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.099 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.099 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.096 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.095 Maternal Diagnosis:9ccs159:UTI:0.092 Diagnosis:9ccs155:Other GI dx:0.088 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 72 | OR_unadj: 1.252 [0.490 3.198] | indivs AUC:0.519 Correlated most with: Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:1.000 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.467 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.460 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.459 Maternal Maternal Lab History: ALT-otherPregnancy:0.292 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.291 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.284 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.265 Maternal Maternal Procedure History:90746-postPregnancy:-0.241 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.235 Maternal Diagnosis:9ccs196:Nml preg/del | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1740 | OR_unadj: 2.841 [0.363 22.266] | indivs AUC:0.496 Correlated most with: Maternal Diagnosis:9ccs196:Nml preg/del:1.000 Maternal Maternal Lab History: LIPASE-postPregnancy:0.234 Maternal Maternal Lab History: AMYLASE-postPregnancy:0.223 Maternal Diagnosis:9ccs0:No DX:-0.119 Maternal Maternal Lab History: URINE KETONES-postPregnancy:-0.113 Diagnosis:9ccs2:Septicemia:-0.110 Maternal Diagnosis:9ccs61:Sickle cell:-0.110 Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy:-0.101 Maternal Maternal Procedure History:76830-postPregnancy:0.096 Diagnosis:9ccs244:Other injury:-0.073 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.206 [0.027 1.553] | indivs AUC:0.490 Correlated most with: Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:1.000 Maternal Maternal Lab History: NT MoM-postPregnancy:0.220 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.209 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.203 Maternal Maternal Lab History: POLYS-postPregnancy:-0.163 Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.162 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.153 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:0.143 Maternal Maternal Lab History: FERRITIN-otherPregnancy:0.125 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.123 Maternal Maternal Procedure History:96372-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:96372-otherPregnancy:1.000 Diagnosis:9ccs141:Ot dx stomch:0.294 Maternal Maternal Procedure History:90471-otherPregnancy:0.256 Maternal Diagnosis:9ccs60:Acut p-h anm:0.213 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.210 Maternal Diagnosis:9ccs182:Hemorr preg:0.201 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.181 Diagnosis:9ccs219:Low birth wt:0.179 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.159 Maternal Maternal Lab History: ALT-otherPregnancy:0.150 * Diagnosis:9ccs154:Gastroent | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.210 [0.050 0.880] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs154:Gastroent:1.000 Diagnosis:9ccs153:GI hemorrhag:0.209 Diagnosis:9ccs155:Other GI dx:0.191 Diagnosis:9ccs133:Oth low resp:0.166 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.159 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.146 Number of Visits:0.145 Diagnosis:9ccs256:Exam/eval:0.138 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.137 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.137 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 1.921 [0.761 4.848] | indivs AUC:0.511 Correlated most with: Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.387 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.260 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.240 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.215 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.184 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.184 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.182 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.176 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.172 Vital: Wt for Len Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.190 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:0.166 Maternal Vital: Wt Change-otherPregnancy:-0.148 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.145 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:0.138 Maternal Maternal Lab History: SODIUM-postPregnancy:-0.128 Maternal Diagnosis:9ccs0:No DX:-0.119 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.110 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.104 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.103 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 1.010 [0.209 4.884] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.480 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.379 Maternal Maternal Procedure History:97001-postPregnancy:0.315 Maternal Maternal Procedure History:97110-postPregnancy:0.263 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.251 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.229 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.209 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.197 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.195 Maternal Vital: BMI Percentile-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.754 [0.310 1.834] | indivs AUC:0.502 Correlated most with: Maternal Vital: BMI Percentile-postPregnancy:1.000 Maternal Vital: BMI Percentile-otherPregnancy:0.557 Maternal Vital: Wt Percentile-otherPregnancy:0.491 Maternal Vital: Wt Percentile-postPregnancy:0.423 Maternal Vital: Ht Percentile-otherPregnancy:0.276 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:-0.233 Maternal Vital: Wt-postPregnancy:0.202 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.193 Maternal Vital: BP-otherPregnancy:0.160 Maternal Vital: Wt-otherPregnancy:0.156 Maternal Maternal Procedure History:99000-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 110 | OR_unadj: nan [ nan nan] | indivs AUC:0.521 Correlated most with: Maternal Maternal Procedure History:99000-otherPregnancy:1.000 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.549 Maternal Maternal Procedure History:90656-otherPregnancy:0.349 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.296 Maternal Maternal Lab History: CREATININE-postPregnancy:0.220 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.212 Maternal Maternal Procedure History:99000-postPregnancy:-0.210 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.193 Maternal Maternal Procedure History:81000-postPregnancy:-0.187 Maternal Maternal Procedure History:99401-postPregnancy:-0.146 Maternal Maternal Procedure History:96372-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 38 | OR_unadj: 0.542 [0.122 2.411] | indivs AUC:0.507 Correlated most with: Maternal Maternal Procedure History:96372-postPregnancy:1.000 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.312 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.255 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:0.236 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.206 Maternal Maternal Lab History: NT MoM-postPregnancy:0.195 Diagnosis:9ccs55:Fluid/elc dx:0.168 Newborn Diagnosis:9ccs213:Cardiac anom:0.156 Diagnosis:9ccs163:Other GU dx:0.144 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.132 Maternal Maternal Procedure History:99401-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 100 | OR_unadj: 1.062 [0.423 2.663] | indivs AUC:0.501 Correlated most with: Maternal Maternal Procedure History:99401-postPregnancy:1.000 Maternal Maternal Procedure History:86703-postPregnancy:0.504 Maternal Maternal Procedure History:99401-otherPregnancy:0.483 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.451 Maternal Maternal Procedure History:81000-postPregnancy:0.343 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.319 Maternal Maternal Procedure History:99000-postPregnancy:0.236 Maternal Maternal Procedure History:86703-otherPregnancy:0.211 Maternal Maternal Procedure History:36415-postPregnancy:0.201 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.191 Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.352 [0.045 2.758] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs3:Oth bact inf:1.000 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.222 Diagnosis:9ccs247:Lymph enlarg:0.202 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.169 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.168 Lab:297275 STREP RAPID TEST (POCT):0.138 Diagnosis:9ccs246:FUO:0.131 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.122 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.116 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.104 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:1.000 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.438 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.394 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.348 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.330 Maternal Maternal Procedure History:96372-postPregnancy:0.312 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.282 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.268 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.265 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.246 Maternal Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.496 Correlated most with: Maternal Diagnosis:9ccs48:Thyroid dsor:1.000 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.275 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.275 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.274 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.273 Maternal Maternal Lab History: FREE T-4-postPregnancy:0.250 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.189 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.160 Diagnosis:9ccs48:Thyroid dsor:0.155 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.141 Lab:321981 BILIRUBIN TOTAL - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:1.000 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.363 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.355 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:-0.316 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.189 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.187 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.185 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.172 Maternal Maternal Procedure History:J7300-postPregnancy:0.157 Lab:306617 OCCULT BLOOD TEST (FECAL):0.153 * Diagnosis:9ccs209:Ot acq defor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 2.766 [1.203 6.358] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs209:Ot acq defor:1.000 Diagnosis:9ccs212:Ot bone dx:0.182 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.125 Diagnosis:9ccs2603:E Codes: Fall:0.089 Diagnosis:10ccs58:Ot nutrit dx:0.088 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.082 Maternal Vital: BMI Percentile-postPregnancy:-0.082 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.077 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.075 Maternal Maternal Lab History: WBC-otherPregnancy:0.072 Diagnosis:9ccs240:Burns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.830 [0.278 2.482] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs240:Burns:1.000 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.196 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.167 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.165 Maternal Maternal Lab History: MONOS-otherPregnancy:0.126 Diagnosis:9ccs243:Poisn nonmed:0.124 Number of Visits:0.123 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.119 Maternal Maternal Procedure History:90472-postPregnancy:0.115 Maternal Vital: RR-otherPregnancy:0.114 Maternal Maternal Procedure History:81025-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 75 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.494 Correlated most with: Maternal Maternal Procedure History:81025-otherPregnancy:1.000 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.472 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.470 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.441 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.392 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.392 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.343 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:-0.330 Maternal Maternal Lab History: A/G-otherPregnancy:-0.318 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.305 Maternal Maternal Lab History: PH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.469 [0.107 2.059] | indivs AUC:0.491 Correlated most with: Maternal Maternal Lab History: PH-otherPregnancy:1.000 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:-0.302 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.261 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.250 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:-0.246 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:-0.241 Maternal Maternal Procedure History:59430-postPregnancy:0.237 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:-0.227 Maternal Maternal Lab History: PT-otherPregnancy:0.213 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.199 Maternal Maternal Lab History: APF MoM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.503 [0.114 2.221] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: APF MoM-postPregnancy:1.000 Maternal Maternal Lab History: INHMOM-postPregnancy:0.358 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.302 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.291 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.284 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.267 Maternal Maternal Lab History: HCG-otherPregnancy:0.267 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.265 Maternal Maternal Lab History: HCG-postPregnancy:0.225 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.220 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 0.503 [0.114 2.221] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:1.000 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.578 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.366 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.301 Maternal Maternal Procedure History:93005-otherPregnancy:0.296 Maternal Maternal Procedure History:93005-postPregnancy:0.234 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.226 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.215 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.207 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.205 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 32 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.490 Correlated most with: Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.353 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.290 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.266 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.255 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.246 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.204 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.202 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.191 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.183 Vital: Wt for Len Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: APF MoM-postPregnancy:-0.294 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.137 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.115 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.112 Maternal Maternal Lab History: SODIUM-postPregnancy:-0.103 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.102 Diagnosis:9ccs141:Ot dx stomch:0.095 Diagnosis:9ccs3:Oth bact inf:0.095 Diagnosis:9ccs134:Ot uppr resp:-0.079 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.076 Maternal Maternal Lab History: NT MoM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 0.527 [0.156 1.782] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: NT MoM-postPregnancy:1.000 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.910 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.456 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.446 Maternal Maternal Lab History: HCG-otherPregnancy:0.404 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.374 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.367 Maternal Maternal Lab History: HCG-postPregnancy:0.364 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.359 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.337 Maternal Maternal Procedure History:86703-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 0.587 [0.131 2.635] | indivs AUC:0.507 Correlated most with: Maternal Maternal Procedure History:86703-postPregnancy:1.000 Maternal Maternal Procedure History:99401-postPregnancy:0.504 Maternal Maternal Procedure History:86703-otherPregnancy:0.421 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.269 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.269 Maternal Maternal Lab History: HCG-otherPregnancy:0.256 Maternal Maternal Procedure History:81000-postPregnancy:0.252 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.251 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.246 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.245 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 1.106 [0.403 3.040] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:1.000 Maternal Maternal Lab History: INHMOM-postPregnancy:0.342 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.303 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.290 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.287 Maternal Maternal Lab History: HCG-otherPregnancy:0.285 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.277 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.269 Maternal Maternal Procedure History:96372-postPregnancy:0.236 Maternal Maternal Lab History: HCG-postPregnancy:0.229 Maternal Diagnosis:9ccs5:HIV infectn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.180 [0.237 5.868] | indivs AUC:0.504 Correlated most with: Maternal Diagnosis:9ccs5:HIV infectn:1.000 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.298 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.268 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.264 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.239 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.217 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.180 Maternal Maternal Procedure History:87880-postPregnancy:0.158 Maternal Diagnosis:9ccs74:Ot mentl cnd:0.130 Maternal Diagnosis:9ccs6:Hepatitis:0.130 Lab:297275 STREP RAPID TEST (POCT) | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Lab:297275 STREP RAPID TEST (POCT):1.000 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.215 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.168 Diagnosis:9ccs3:Oth bact inf:0.138 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:-0.119 Diagnosis:9ccs76:Meningitis:0.106 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:-0.098 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.093 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.085 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.084 Diagnosis:9ccs8:Oth infectns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.106 [0.403 3.040] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs8:Oth infectns:1.000 Maternal Maternal Lab History: FASTING-postPregnancy:0.171 Maternal Maternal Lab History: FASTING-otherPregnancy:0.162 Diagnosis:9ccs2603:E Codes: Fall:0.132 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.117 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.094 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.093 Diagnosis:10ccs58:Ot nutrit dx:0.093 Diagnosis:9ccs117:Ot circul dx:0.087 Newborn Diagnosis:9ccs222:Perint jaund:0.082 Vital: BP-latest | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.379 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.308 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.266 Diagnosis:9ccs123:Influenza:0.207 Maternal Maternal Procedure History:76830-postPregnancy:-0.200 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.192 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.188 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.187 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.186 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.182 Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.386 [0.968 5.880] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs211:Ot conn tiss:1.000 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.208 Diagnosis:9ccs95:Oth nerv dx:0.147 Maternal Maternal Lab History: FERRITIN-otherPregnancy:-0.136 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.124 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.121 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.118 Maternal Maternal Lab History: PT-otherPregnancy:-0.112 Diagnosis:9ccs134:Ot uppr resp:0.111 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.105 Maternal Maternal Procedure History:J7300-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: nan [ nan nan] | indivs AUC:0.513 Correlated most with: Maternal Maternal Procedure History:J7300-postPregnancy:1.000 Maternal Maternal Procedure History:58300-postPregnancy:0.742 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.171 Maternal Maternal Lab History: CREATININE-postPregnancy:0.169 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.168 Maternal Maternal Lab History: INR-otherPregnancy:-0.163 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.157 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.138 Maternal Maternal Lab History: PT-otherPregnancy:-0.134 Maternal Maternal Procedure History:90656-otherPregnancy:0.129 Maternal Maternal Lab History: FREE T-4-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 0.234 [0.031 1.775] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: FREE T-4-postPregnancy:1.000 Maternal Maternal Lab History: FREE T3-postPregnancy:0.446 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.364 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.267 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:0.264 Maternal Diagnosis:9ccs48:Thyroid dsor:0.250 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.229 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:-0.213 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.189 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.183 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 34 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.289 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.266 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.266 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.225 Maternal Maternal Procedure History:93005-otherPregnancy:0.213 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.198 Diagnosis:9ccs246:FUO:0.195 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.191 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.183 Lab:323700 CULTURE THROAT W SENS - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.502 Correlated most with: Lab:323700 CULTURE THROAT W SENS - Sunrise:1.000 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:-0.451 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:-0.215 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.181 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:0.125 Diagnosis:9ccs211:Ot conn tiss:-0.124 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.122 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.116 Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:-0.106 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.105 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 55 | OR_unadj: 1.419 [0.443 4.549] | indivs AUC:0.511 Correlated most with: Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.418 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.363 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.311 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.311 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.280 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.266 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.261 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.241 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.229 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 34 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.478 Correlated most with: Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.681 Maternal Maternal Lab History: PATIENT-postPregnancy:0.642 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.535 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.466 Maternal Maternal Procedure History:90746-postPregnancy:0.451 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.425 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.425 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.374 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.318 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 2.665 [0.594 11.959] | indivs AUC:0.480 Correlated most with: Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:1.000 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.342 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.331 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.329 Maternal Maternal Lab History: PTT-otherPregnancy:0.293 Maternal Maternal Lab History: INR-otherPregnancy:0.278 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.253 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.237 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.220 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.218 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.519 Correlated most with: Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.396 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.384 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.353 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.289 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.268 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.261 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.250 Maternal Maternal Procedure History:81025-otherPregnancy:0.220 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.215 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: 2.972 [0.902 9.793] | indivs AUC:0.518 Correlated most with: Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.252 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.235 Maternal Maternal Procedure History:93005-otherPregnancy:0.202 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.188 Maternal Maternal Procedure History:93005-postPregnancy:0.160 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.154 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.154 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.150 Maternal Maternal Procedure History:90649-postPregnancy:0.145 Maternal Maternal Lab History: INR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 0.883 [0.187 4.178] | indivs AUC:0.501 Correlated most with: Maternal Maternal Lab History: INR-postPregnancy:1.000 Maternal Maternal Lab History: PT-postPregnancy:0.675 Maternal Maternal Lab History: PATIENT-postPregnancy:0.367 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.255 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.250 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.240 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.218 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.218 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.216 Maternal Maternal Lab History: SODIUM-postPregnancy:0.214 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.352 [0.045 2.758] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:-0.273 Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:-0.228 Maternal Maternal Lab History: TP VOLUME-postPregnancy:-0.198 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.182 Maternal Diagnosis:9ccs0:No DX:-0.173 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.165 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.153 Maternal Maternal Lab History: eGFR-postPregnancy:-0.130 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.121 Maternal Maternal Procedure History:90649-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.776 [0.532 5.930] | indivs AUC:0.508 Correlated most with: Maternal Maternal Procedure History:90649-postPregnancy:1.000 Maternal Maternal Procedure History:90471-postPregnancy:0.419 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:-0.199 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:-0.193 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:-0.192 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.167 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.154 Maternal Maternal Procedure History:90746-postPregnancy:0.147 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.145 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:-0.138 Maternal Maternal Lab History: PTT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.251 [0.033 1.912] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: PTT-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.185 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.182 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.176 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.157 Maternal Maternal Lab History: PH-postPregnancy:-0.156 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.153 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.149 Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.149 Maternal Maternal Lab History: FERRITIN-postPregnancy:-0.148 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:1.000 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:-0.189 Maternal Diagnosis:9ccs211:Ot conn tiss:0.174 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.164 Newborn Diagnosis:9ccs0:No DX:0.158 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.143 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.142 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.140 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.132 Maternal Maternal Lab History: RUBELLA-postPregnancy:0.125 Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.293 [0.038 2.259] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs55:Fluid/elc dx:1.000 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.216 Maternal Maternal Procedure History:97110-postPregnancy:0.194 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.180 Maternal Maternal Procedure History:97001-postPregnancy:0.174 Maternal Maternal Procedure History:96372-postPregnancy:0.168 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.140 Newborn Diagnosis:9ccs213:Cardiac anom:0.136 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:-0.132 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.132 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.362 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.317 Maternal Maternal Lab History: A/G-otherPregnancy:0.294 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.242 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.224 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.216 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.197 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.191 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.189 Newborn Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs0:No DX:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.357 Newborn Diagnosis:9ccs94:Other ear dx:-0.355 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.252 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.228 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.158 Newborn Diagnosis:9ccs218:Liveborn:-0.157 Maternal Maternal Procedure History:81025-otherPregnancy:0.152 Maternal Maternal Lab History: A/G-otherPregnancy:-0.123 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:-0.114 Vital: HC Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.206 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.190 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.094 Diagnosis:9ccs0:No DX:-0.067 Diagnosis:9ccs94:Other ear dx:-0.063 Diagnosis:9ccs256:Exam/eval:-0.063 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:-0.061 Maternal Vital: RR-postPregnancy:0.059 Diagnosis:9ccs136:Teeth dx:-0.056 Diagnosis:9ccs259:Unclassified:0.056 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.289 [0.408 4.071] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.378 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.317 Maternal Maternal Lab History: PH-otherPregnancy:-0.302 Maternal Vital: Ht Percentile-otherPregnancy:0.286 Maternal Vital: Ht Percentile-postPregnancy:0.265 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.220 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.209 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.205 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.194 Maternal Maternal Procedure History:90772-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.504 Correlated most with: Maternal Maternal Procedure History:90772-postPregnancy:1.000 Maternal Maternal Procedure History:J1055-postPregnancy:0.651 Maternal Maternal Lab History: PATIENT-postPregnancy:0.176 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.172 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.165 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.159 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:-0.153 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.139 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.120 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.117 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.513 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.693 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.453 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.398 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.395 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.336 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.266 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.266 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.247 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.227 Maternal Diagnosis:9ccs238:Complic proc | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.774 [0.442 7.127] | indivs AUC:0.510 Correlated most with: Maternal Diagnosis:9ccs238:Complic proc:1.000 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.745 Maternal Diagnosis:9ccs106:Dysrhythmia:0.139 Maternal Diagnosis:9ccs163:Other GU dx:0.132 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.107 Maternal Diagnosis:9ccs46:Bnign ut neo:0.101 Diagnosis:9ccs3:Oth bact inf:0.095 MatDeliveryAge:0.083 Maternal Diagnosis:9ccs60:Acut p-h anm:0.065 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:-0.060 Maternal Maternal Procedure History:59430-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: nan [ nan nan] | indivs AUC:0.517 Correlated most with: Maternal Maternal Procedure History:59430-postPregnancy:1.000 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.352 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.254 Maternal Maternal Lab History: PH-otherPregnancy:0.237 Maternal Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:-0.201 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:-0.189 Maternal Vital: BMI-postPregnancy:0.187 Maternal Vital: Temp-otherPregnancy:0.181 Maternal Vital: BMI-otherPregnancy:0.164 Maternal Maternal Procedure History:86703-postPregnancy:0.159 Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs163:Other GU dx:1.000 Diagnosis:9ccs159:UTI:0.164 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.147 Newborn Diagnosis:9ccs217:Ot cong anom:0.147 Maternal Maternal Procedure History:96372-postPregnancy:0.144 Diagnosis:9ccs161:Ot dx kidney:0.124 Maternal Vital: Wt Change-otherPregnancy:-0.124 Newborn Diagnosis:9ccs215:gu cong anom:0.110 Maternal Diagnosis:9ccs211:Ot conn tiss:0.104 Diagnosis:9ccs2:Septicemia:0.104 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: 0.706 [0.154 3.235] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:1.000 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:-0.335 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.264 Maternal Maternal Lab History: eGFR-postPregnancy:0.244 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.195 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.186 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:-0.163 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.158 Maternal Maternal Lab History: GAMMA GT-postPregnancy:-0.157 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.143 Maternal Maternal Procedure History:87880-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.496 Correlated most with: Maternal Maternal Procedure History:87880-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.389 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.308 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.296 Maternal Vital: SpO2-postPregnancy:-0.282 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.267 Maternal Maternal Lab History: GLOBULIN-postPregnancy:0.264 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.263 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.260 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.255 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 47 | OR_unadj: 0.930 [0.345 2.506] | indivs AUC:0.477 Correlated most with: Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:1.000 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.491 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.272 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.262 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.251 Maternal Maternal Lab History: FERRITIN-postPregnancy:-0.243 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.229 Maternal Maternal Lab History: HCG-otherPregnancy:-0.225 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.223 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.220 Vital: HC Percentile-gain10to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.496 Correlated most with: Maternal Diagnosis:9ccs5:HIV infectn:0.164 Diagnosis:9ccs234:Crush injury:-0.098 Maternal Diagnosis:9ccs48:Thyroid dsor:-0.083 Maternal Maternal Lab History: A/G-postPregnancy:-0.080 Diagnosis:9ccs48:Thyroid dsor:-0.074 Maternal Diagnosis:9ccs49:DiabMel no c:0.070 Maternal Maternal Procedure History:90656-postPregnancy:-0.066 Diagnosis:10ccs58:Ot nutrit dx:-0.064 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.060 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.060 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 1.180 [0.318 4.381] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.500 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.336 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.326 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.273 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.249 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.231 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.225 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.218 Diagnosis:9ccs234:Crush injury:0.183 Maternal Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 0.441 [0.055 3.534] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs62:Coag/hemr dx:1.000 Maternal Maternal Procedure History:97110-postPregnancy:0.233 Maternal Maternal Procedure History:97001-postPregnancy:0.208 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.205 Diagnosis:9ccs55:Fluid/elc dx:0.180 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.153 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.146 Maternal Diagnosis:9ccs60:Acut p-h anm:0.139 Maternal Diagnosis:9ccs181:Ot preg comp:0.123 Diagnosis:9ccs62:Coag/hemr dx:0.114 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.586 [0.172 2.000] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.693 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.382 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:-0.327 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.292 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.248 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.219 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.211 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.187 Maternal Maternal Lab History: PH-otherPregnancy:0.177 Maternal Maternal Procedure History:90656-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 80 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Procedure History:90656-otherPregnancy:1.000 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.467 Maternal Maternal Procedure History:99000-otherPregnancy:0.349 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.278 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.246 Maternal Maternal Procedure History:86703-postPregnancy:-0.217 Maternal Maternal Lab History: CREATININE-postPregnancy:0.211 Maternal Maternal Procedure History:81000-postPregnancy:-0.210 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.199 Maternal Maternal Procedure History:99000-postPregnancy:-0.194 Diagnosis:9ccs243:Poisn nonmed | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.031 [0.592 6.976] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs243:Poisn nonmed:1.000 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.185 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.135 Diagnosis:9ccs240:Burns:0.124 Maternal Diagnosis:9ccs163:Other GU dx:0.119 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.118 Lab:292495 LEAD LEVEL - Sunrise:-0.102 Diagnosis:9ccs151:Oth liver dx:0.096 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:-0.082 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.068 Newborn Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.641 [0.141 2.905] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.314 Maternal Diagnosis:9ccs184:Early labor:0.249 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.211 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.183 Newborn Diagnosis:9ccs256:Exam/eval:0.179 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.168 Newborn Diagnosis:9ccs218:Liveborn:-0.157 Newborn Diagnosis:9ccs222:Perint jaund:0.144 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.130 Maternal Diagnosis:9ccs7:Viral infect | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.180 [0.237 5.868] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs7:Viral infect:1.000 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.330 Maternal Diagnosis:9ccs74:Ot mentl cnd:0.130 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.124 Maternal Diagnosis:9ccs128:Asthma:0.117 Maternal Diagnosis:9ccs181:Ot preg comp:0.116 Maternal Diagnosis:9ccs48:Thyroid dsor:0.102 Maternal Diagnosis:9ccs49:DiabMel no c:0.096 Newborn Diagnosis:9ccs256:Exam/eval:0.093 Diagnosis:9ccs64:Ot hematl dx:0.093 Maternal Maternal Lab History: PROLACTIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 0.504 [0.062 4.108] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: PROLACTIN-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.555 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.492 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:-0.317 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.280 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.266 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.211 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:-0.172 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.169 Maternal Vital: PL-otherPregnancy:0.168 Diagnosis:9ccs2:Septicemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2:Septicemia:1.000 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.293 Maternal Maternal Lab History: FREE T-4-otherPregnancy:0.293 Maternal Maternal Lab History: AMYLASE-postPregnancy:-0.279 Maternal Maternal Lab History: LDL-otherPregnancy:-0.262 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.240 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.168 Diagnosis:9ccs246:FUO:0.166 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.165 Maternal Vital: Wt Change-otherPregnancy:-0.162 Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.964 [0.268 3.473] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:1.000 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.258 Lab:294147 FREE T4 - LMC:0.232 Maternal Diagnosis:9ccs48:Thyroid dsor:0.155 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.131 Maternal Maternal Procedure History:87880-postPregnancy:0.120 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.100 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.099 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.098 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.097 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: nan [ nan nan] | indivs AUC:0.510 Correlated most with: Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:1.000 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.840 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.599 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.533 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.448 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.398 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.200 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.166 Maternal Maternal Lab History: WEIGHT-postPregnancy:-0.152 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.139 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.506 Correlated most with: Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.653 Maternal Maternal Procedure History:93005-otherPregnancy:0.641 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.616 Maternal Maternal Procedure History:93005-postPregnancy:0.533 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.487 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.399 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.398 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.387 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.366 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 78 | OR_unadj: nan [ nan nan] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:1.000 Maternal Maternal Lab History: HCG-otherPregnancy:0.807 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.790 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.775 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.763 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.730 Maternal Maternal Lab History: INHMOM-postPregnancy:0.705 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.615 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.505 Maternal Maternal Lab History: HCG-postPregnancy:0.483 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:1.000 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.735 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.533 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.358 Maternal Maternal Lab History: AFP-otherPregnancy:0.312 Maternal Vital: Wt Change-otherPregnancy:-0.257 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.248 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.226 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.214 Maternal Maternal Lab History: AFP-postPregnancy:0.182 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.464 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.416 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.332 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.273 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.262 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.262 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.250 Maternal Diagnosis:9ccs211:Ot conn tiss:0.242 Maternal Maternal Procedure History:81025-postPregnancy:0.233 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:1.000 Maternal Diagnosis:9ccs238:Complic proc:0.745 Maternal Diagnosis:9ccs106:Dysrhythmia:0.191 Maternal Diagnosis:9ccs163:Other GU dx:0.180 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.146 Maternal Diagnosis:9ccs46:Bnign ut neo:0.138 Maternal Diagnosis:9ccs60:Acut p-h anm:0.092 Maternal Diagnosis:9ccs10:Immuniz/scrn:0.087 Diagnosis:9ccs123:Influenza:0.077 Maternal Diagnosis:9ccs181:Ot preg comp:0.067 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 34 | OR_unadj: 1.419 [0.443 4.549] | indivs AUC:0.511 Correlated most with: Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:1.000 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.451 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.341 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.330 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.232 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:-0.226 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.206 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.186 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.185 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.181 Lab:294205 TSH REFLEX TO FT4 - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.506 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:1.000 Lab:294147 FREE T4 - LMC:-0.386 Maternal Maternal Lab History: 2 HOUR-postPregnancy:-0.188 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.167 Maternal Diagnosis:9ccs61:Sickle cell:0.126 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.096 Maternal Diagnosis:9ccs49:DiabMel no c:0.092 Maternal Diagnosis:9ccs188:Pelvic obstr:-0.091 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.089 Diagnosis:9ccs165:Inf male gen:0.089 Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 2.665 [0.594 11.959] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:1.000 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:0.276 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.159 Maternal Maternal Lab History: FREE T3-postPregnancy:-0.155 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.152 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.132 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:-0.131 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.129 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:-0.126 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.118 Maternal Maternal Procedure History:S9470-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 0.705 [0.203 2.448] | indivs AUC:0.526 Correlated most with: Maternal Maternal Procedure History:S9470-otherPregnancy:1.000 Maternal Maternal Procedure History:S9470-postPregnancy:0.430 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.406 Maternal Vital: Ht Percentile-otherPregnancy:0.344 Maternal Vital: Ht Percentile-postPregnancy:0.275 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.244 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.192 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.182 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.160 Newborn Diagnosis:9ccs95:Oth nerv dx:0.149 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 32 | OR_unadj: 1.772 [0.323 9.712] | indivs AUC:0.497 Correlated most with: Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.404 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.248 Maternal Maternal Lab History: URINE PH-otherPregnancy:-0.187 Diagnosis:9ccs234:Crush injury:0.168 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:-0.152 Maternal Maternal Lab History: MCV-otherPregnancy:-0.135 Maternal Maternal Procedure History:99401-postPregnancy:0.133 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.113 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:-0.107 Vital: HC Percentile-gain7to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.504 Correlated most with: Maternal Maternal Procedure History:93005-otherPregnancy:0.210 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.208 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.171 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.138 Diagnosis:9ccs216:Nerv cong an:-0.134 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.133 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.126 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.110 Maternal Diagnosis:9ccs168:PID:-0.108 Diagnosis:9ccs234:Crush injury:0.092 Maternal Maternal Lab History: eGFR-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: eGFR-otherPregnancy:1.000 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.262 Maternal Maternal Lab History: LDH-otherPregnancy:0.251 Maternal Maternal Lab History: RUBELLA-otherPregnancy:-0.170 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:-0.154 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.154 Maternal Maternal Procedure History:85018-postPregnancy:-0.143 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.132 Maternal Maternal Procedure History:90656-otherPregnancy:0.116 Maternal Maternal Procedure History:99401-otherPregnancy:-0.105 Maternal Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:1.000 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.266 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.256 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.229 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.210 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.186 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.166 Maternal Vital: Wt-otherPregnancy:0.161 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.153 Maternal Diagnosis:9ccs184:Early labor:0.147 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 0.883 [0.187 4.178] | indivs AUC:0.492 Correlated most with: Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.361 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.295 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.249 Maternal Maternal Procedure History:93005-postPregnancy:0.237 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.215 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.212 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.204 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.194 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.185 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.706 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.363 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.332 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:-0.252 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:0.249 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:-0.249 Maternal Maternal Lab History: LDL-postPregnancy:0.241 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.240 Maternal Diagnosis:9ccs211:Ot conn tiss:-0.237 Maternal Diagnosis:9ccs46:Bnign ut neo | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.520 [0.391 5.904] | indivs AUC:0.502 Correlated most with: Maternal Diagnosis:9ccs46:Bnign ut neo:1.000 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.138 Maternal Diagnosis:9ccs60:Acut p-h anm:0.131 Maternal Diagnosis:9ccs61:Sickle cell:0.115 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.101 Maternal Diagnosis:9ccs238:Complic proc:0.101 MatDeliveryAge:0.094 Maternal Diagnosis:9ccs195:Ot compl bir:0.083 Maternal Maternal Procedure History:S9470-otherPregnancy:0.079 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.067 Lab:306617 OCCULT BLOOD TEST (FECAL) | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Lab:306617 OCCULT BLOOD TEST (FECAL):1.000 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.441 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.327 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.279 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.249 Maternal Maternal Lab History: VLDL-postPregnancy:-0.200 Maternal Vital: PL-otherPregnancy:-0.200 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.188 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.173 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.164 Diagnosis:9ccs208:Acq foot def | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs208:Acq foot def:1.000 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.063 Diagnosis:9ccs259:Unclassified:0.056 Diagnosis:9ccs217:Ot cong anom:0.049 Diagnosis:9ccs256:Exam/eval:0.048 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.046 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.046 Diagnosis:9ccs95:Oth nerv dx:0.045 Newborn Diagnosis:9ccs215:gu cong anom:0.043 Newborn Diagnosis:9ccs217:Ot cong anom:0.042 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.772 [0.323 9.712] | indivs AUC:0.506 Correlated most with: Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:1.000 Maternal Maternal Procedure History:85018-postPregnancy:-0.388 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.376 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.294 Maternal Maternal Procedure History:76830-postPregnancy:-0.281 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.221 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.146 Maternal Maternal Lab History: PO2-postPregnancy:0.141 Maternal Maternal Lab History: WBC-postPregnancy:-0.131 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:-0.120 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:1.000 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.145 Maternal Vital: PL-postPregnancy:0.138 Maternal Vital: PL-otherPregnancy:0.115 Maternal Maternal Lab History: A/G-postPregnancy:-0.114 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:-0.098 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.095 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.093 Maternal Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:-0.093 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.091 Diagnosis:9ccs141:Ot dx stomch | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:1.000 Maternal Maternal Procedure History:96372-otherPregnancy:0.294 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.236 Diagnosis:9ccs250:Nausea/vomit:0.179 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:0.125 Diagnosis:9ccs251:Abdomnl pain:0.090 Diagnosis:9ccs138:Esophgeal dx:0.088 Maternal Maternal Procedure History:90471-otherPregnancy:0.079 Maternal Diagnosis:9ccs192:Umbil cord:0.079 Maternal Diagnosis:9ccs49:DiabMel no c:0.078 Maternal Maternal Procedure History:S9470-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.507 Correlated most with: Maternal Maternal Procedure History:S9470-postPregnancy:1.000 Maternal Maternal Procedure History:S9470-otherPregnancy:0.430 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.387 Newborn Diagnosis:9ccs95:Oth nerv dx:0.205 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.183 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.181 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.170 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.154 Maternal Maternal Lab History: APTT-postPregnancy:-0.145 Maternal Maternal Lab History: BUN-postPregnancy:-0.139 Maternal Maternal Lab History: GFR in African American-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: GFR in African American-postPregnancy:1.000 Maternal Maternal Lab History: GFR Calculation-postPregnancy:1.000 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.408 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.407 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.393 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.382 Maternal Maternal Lab History: HCG-otherPregnancy:-0.321 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.315 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.309 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.309 * Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 3.576 [1.147 11.152] | indivs AUC:0.537 Correlated most with: Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.341 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.304 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.295 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.293 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.284 Maternal Maternal Procedure History:86703-otherPregnancy:0.217 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.215 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.211 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:-0.199 Maternal Maternal Procedure History:90472-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Procedure History:90472-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.458 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.456 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.360 Maternal Maternal Procedure History:90746-postPregnancy:0.298 Maternal Vital: RR-otherPregnancy:0.271 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.231 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.209 Maternal Maternal Lab History: PT-postPregnancy:0.189 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.168 Maternal Maternal Lab History: GFR Calculation-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: GFR Calculation-postPregnancy:1.000 Maternal Maternal Lab History: GFR in African American-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.409 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.407 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.393 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.381 Maternal Maternal Lab History: HCG-otherPregnancy:-0.321 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.314 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.309 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.309 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 3.556 [0.715 17.690] | indivs AUC:0.510 Correlated most with: Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.421 Maternal Maternal Procedure History:90472-postPregnancy:0.360 Maternal Maternal Procedure History:90746-postPregnancy:0.328 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.251 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.248 Maternal Maternal Lab History: ALT-postPregnancy:0.194 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:-0.188 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.138 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.132 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.628 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.623 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.411 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.388 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.331 Maternal Maternal Procedure History:93005-postPregnancy:-0.262 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.236 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.234 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.217 Maternal Maternal Lab History: TP VOLUME-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.665 [0.594 11.959] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: TP VOLUME-postPregnancy:1.000 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.849 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.398 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.386 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.275 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.209 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.198 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.187 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.174 Maternal Maternal Lab History: VLDL-postPregnancy:-0.151 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:-0.185 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.178 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.174 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.164 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.141 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:-0.129 Diagnosis:9ccs0:No DX:0.126 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.122 Maternal Diagnosis:9ccs187:Malposition:0.118 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.506 Correlated most with: Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.777 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.505 Maternal Vital: RR-otherPregnancy:0.462 Maternal Maternal Procedure History:90472-postPregnancy:0.458 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.392 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.287 Maternal Maternal Lab History: PH-otherPregnancy:-0.246 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.231 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.225 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.312 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:-0.224 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.214 Maternal Maternal Lab History: PATIENT-postPregnancy:-0.179 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:-0.168 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:-0.163 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:-0.161 Maternal Diagnosis:9ccs211:Ot conn tiss:-0.160 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:-0.157 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.840 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.735 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.489 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.437 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.386 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.246 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.184 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.180 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.129 Maternal Maternal Procedure History:J7302-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:J7302-postPregnancy:1.000 Maternal Maternal Lab History: UIBC-postPregnancy:0.443 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.155 Maternal Maternal Procedure History:58300-postPregnancy:0.148 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.130 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.126 Maternal Maternal Lab History: MONOS-postPregnancy:-0.120 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.102 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.094 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:-0.086 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: 1.180 [0.237 5.868] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.374 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.364 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.317 Maternal Maternal Lab History: WEIGHT-otherPregnancy:-0.222 Maternal Maternal Procedure History:93005-otherPregnancy:-0.196 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.186 Maternal Maternal Procedure History:81000-otherPregnancy:0.177 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.172 Lab:297275 STREP RAPID TEST (POCT):0.168 Vital: HC Percentile-gain3to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.500 Correlated most with: Maternal Vital: RR-otherPregnancy:0.301 Maternal Maternal Lab History: AFP-otherPregnancy:0.106 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.104 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.103 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.098 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.097 Maternal Maternal Procedure History:86703-postPregnancy:0.097 Diagnosis:9ccs2603:E Codes: Fall:-0.093 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.092 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.085 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.501 Correlated most with: Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:1.000 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.658 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.629 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.594 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.471 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.250 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.210 Maternal Maternal Lab History: PT-otherPregnancy:0.158 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.144 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.138 Vital: HC Percentile-avg10to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: A/G-postPregnancy:-0.252 Maternal Maternal Procedure History:90656-postPregnancy:-0.208 Maternal Maternal Lab History: GLOBULIN-postPregnancy:0.185 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.176 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.148 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.142 Maternal Maternal Procedure History:99000-postPregnancy:-0.130 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:-0.128 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:0.127 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.126 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 0.352 [0.045 2.758] | indivs AUC:0.484 Correlated most with: Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.400 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.388 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.377 Maternal Maternal Lab History: TEST NAME-postPregnancy:0.372 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.326 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.249 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.245 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.228 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.227 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.581 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.530 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.360 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.356 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.337 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.315 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.292 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.270 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.232 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:1.000 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.295 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:-0.240 Maternal Maternal Procedure History:90471-otherPregnancy:0.201 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.193 Maternal Maternal Lab History: TOXOPLASMA IGG-postPregnancy:0.170 Maternal Maternal Lab History: MPV-otherPregnancy:0.159 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:0.133 Maternal Maternal Lab History: eGFR-postPregnancy:-0.116 Maternal Vital: PL-otherPregnancy:-0.114 Vital: HC Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.157 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.145 Diagnosis:9ccs76:Meningitis:0.097 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.072 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.065 Maternal Diagnosis:9ccs59:Anemia:0.054 Diagnosis:9ccs259:Unclassified:-0.053 Diagnosis:9ccs137:Mouth dx:0.053 Maternal Maternal Procedure History:86580-otherPregnancy:-0.050 Diagnosis:9ccs4:Mycoses:0.050 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.410 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.318 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.281 Maternal Maternal Procedure History:90801-postPregnancy:0.266 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.246 Maternal Maternal Lab History: PATIENT-postPregnancy:0.246 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.243 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.241 Maternal Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:0.216 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.299 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.283 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.197 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.190 Maternal Maternal Procedure History:97110-postPregnancy:-0.188 Maternal Maternal Lab History: PATIENT-postPregnancy:-0.187 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.172 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.161 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.143 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.594 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.394 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.198 Maternal Maternal Procedure History:45300-postPregnancy:0.195 Newborn Diagnosis:9ccs95:Oth nerv dx:0.190 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.180 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.168 Maternal Maternal Lab History: HCG-otherPregnancy:-0.157 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:-0.156 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.010 [0.209 4.884] | indivs AUC:0.512 Correlated most with: Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:1.000 Maternal Maternal Procedure History:93005-otherPregnancy:-0.221 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.206 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.200 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.197 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:-0.190 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.190 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.188 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.178 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.176 Maternal Maternal Lab History: MAGNESIUM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.883 [0.187 4.178] | indivs AUC:0.486 Correlated most with: Maternal Maternal Lab History: MAGNESIUM-postPregnancy:1.000 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.340 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.335 Maternal Maternal Lab History: LDH-postPregnancy:0.333 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.297 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.290 Maternal Maternal Lab History: CALCIUM-postPregnancy:-0.274 Maternal Maternal Lab History: TEST NAME-postPregnancy:-0.272 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.262 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.249 Vital: HC Percentile-gain13to19 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs5:HIV infectn:-0.143 Maternal Diagnosis:9ccs49:DiabMel no c:-0.061 Diagnosis:9ccs128:Asthma:0.059 Diagnosis:9ccs10:Immuniz/scrn:0.055 Diagnosis:9ccs198:Ot infl skin:0.055 Maternal Diagnosis:9ccs189:Prev c-sectn:0.053 Newborn Diagnosis:9ccs259:Unclassified:-0.049 Maternal Vital: BP-otherPregnancy:0.047 Diagnosis:9ccs7:Viral infect:0.046 Diagnosis:9ccs253:Allergy:0.046 Maternal Maternal Lab History: URINE SUGAR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: URINE SUGAR-postPregnancy:1.000 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:0.835 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.250 Maternal Vital: Wt Change-postPregnancy:0.241 Maternal Maternal Lab History: ANION GAP-postPregnancy:0.215 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.131 Maternal Vital: BP-otherPregnancy:0.118 Maternal Maternal Lab History: BUN-postPregnancy:-0.110 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.110 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.107 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:1.000 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.492 Maternal Maternal Procedure History:59430-postPregnancy:0.352 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.337 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.301 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.222 Maternal Maternal Lab History: BASOPHIL-otherPregnancy:0.214 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.209 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.208 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.207 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.488 Correlated most with: Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:1.000 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.422 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.363 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.352 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.312 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.240 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.239 Maternal Maternal Procedure History:81025-otherPregnancy:0.228 Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.208 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:-0.207 Vital: HC Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2603:E Codes: Fall:-0.097 Diagnosis:9ccs0:No DX:-0.086 Diagnosis:9ccs136:Teeth dx:-0.072 Diagnosis:9ccs94:Other ear dx:-0.064 Diagnosis:9ccs134:Ot uppr resp:-0.064 Diagnosis:9ccs197:Skin infectn:-0.061 Lab:306617 OCCULT BLOOD TEST (FECAL):0.058 Diagnosis:9ccs76:Meningitis:-0.054 Diagnosis:9ccs153:GI hemorrhag:0.054 Diagnosis:9ccs256:Exam/eval:-0.048 Maternal Maternal Lab History: FERRITIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: FERRITIN-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.465 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.451 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.422 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.364 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.327 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.243 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.220 Maternal Maternal Procedure History:81025-otherPregnancy:0.215 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.214 Maternal Maternal Lab History: HERPES II IgG-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: HERPES II IgG-postPregnancy:1.000 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:0.592 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.581 Maternal Maternal Lab History: TOXOPLASMA IGG-postPregnancy:-0.248 Maternal Maternal Lab History: MONOS-postPregnancy:0.171 Newborn Diagnosis:9ccs221:Resp distres:0.168 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.155 Maternal Diagnosis:9ccs187:Malposition:0.123 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.123 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:-0.111 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.513 Correlated most with: Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:1.000 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.351 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.259 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.227 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.221 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.220 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.199 Diagnosis:9ccs75:Hx mental dx:0.176 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.173 Maternal Maternal Procedure History:90471-postPregnancy:0.164 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.706 [0.154 3.235] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:1.000 Maternal Maternal Lab History: FREE T3-postPregnancy:-0.270 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.215 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.194 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.171 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:-0.163 Maternal Maternal Lab History: eGFR-postPregnancy:-0.152 Maternal Maternal Lab History: SODIUM-postPregnancy:-0.149 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.149 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.142 Maternal Maternal Lab History: FASTING-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 1.774 [0.442 7.127] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: FASTING-postPregnancy:1.000 Maternal Maternal Lab History: FASTING-otherPregnancy:0.669 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.358 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.259 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.194 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.192 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:-0.173 Diagnosis:9ccs8:Oth infectns:0.171 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:-0.165 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.162 Maternal Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs163:Other GU dx:1.000 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.250 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.180 Maternal Diagnosis:9ccs238:Complic proc:0.132 Diagnosis:9ccs243:Poisn nonmed:0.119 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.099 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:0.098 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.094 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.086 Maternal Diagnosis:9ccs60:Acut p-h anm:0.083 Maternal Maternal Lab History: 2 HOUR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 1.774 [0.442 7.127] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: 2 HOUR-otherPregnancy:1.000 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.521 Maternal Maternal Procedure History:93005-otherPregnancy:0.448 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.387 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.386 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.353 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.351 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.337 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.331 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.299 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.751 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.331 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.280 Maternal Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.229 Maternal Maternal Lab History: LDL-postPregnancy:0.204 Maternal Maternal Procedure History:36415-postPregnancy:0.197 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:0.196 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.185 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.185 Maternal Maternal Procedure History:85018-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:85018-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:-0.388 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.339 Maternal Maternal Procedure History:76830-postPregnancy:0.337 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.306 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.289 Maternal Maternal Procedure History:87880-postPregnancy:0.239 Maternal Vital: SpO2-postPregnancy:-0.197 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.184 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.171 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.495 Correlated most with: Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.594 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.497 Maternal Maternal Lab History: PATIENT-postPregnancy:0.488 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.431 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.425 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.348 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.343 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.307 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.289 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.488 Correlated most with: Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:1.000 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.394 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.347 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.302 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.263 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.259 Maternal Maternal Lab History: LDL-otherPregnancy:0.240 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.227 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.207 Newborn Diagnosis:9ccs253:Allergy:0.202 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.441 [0.055 3.534] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.649 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.500 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.452 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.326 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.269 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.254 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.251 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.243 Maternal Maternal Procedure History:76830-postPregnancy:0.209 Vital: HC Percentile-gain5to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500 Correlated most with: Maternal Vital: RR-otherPregnancy:-0.230 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.210 Maternal Maternal Procedure History:93005-otherPregnancy:-0.194 Maternal Maternal Lab History: WEIGHT-otherPregnancy:-0.167 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.159 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.146 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.140 Diagnosis:9ccs216:Nerv cong an:0.125 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.117 Diagnosis:9ccs48:Thyroid dsor:0.116 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.504 [0.062 4.108] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.653 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.452 Maternal Maternal Lab History: FREE T-4-postPregnancy:0.364 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.338 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.333 Maternal Diagnosis:9ccs48:Thyroid dsor:0.275 Maternal Maternal Lab History: FREE T3-postPregnancy:0.271 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.261 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.242 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:1.000 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.247 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.231 Maternal Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:-0.203 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.191 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.190 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.190 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.188 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.160 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.146 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.507 Correlated most with: Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:1.000 Maternal Maternal Lab History: PATIENT-postPregnancy:0.685 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.657 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.535 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.497 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.467 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.455 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.442 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.438 Maternal Maternal Procedure History:90746-postPregnancy:0.410 Vital: HC Percentile-avg13to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs5:HIV infectn:0.107 Maternal Diagnosis:9ccs128:Asthma:-0.097 Diagnosis:9ccs122:Pneumonia:0.064 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.062 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.062 Newborn Diagnosis:9ccs94:Other ear dx:0.057 Newborn Diagnosis:9ccs224:Ot perint dx:0.052 Diagnosis:9ccs127:COPD:-0.052 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.049 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.049 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.400 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.380 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.373 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.344 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.294 Maternal Maternal Lab History: AST-otherPregnancy:0.275 Maternal Maternal Lab History: ALT-otherPregnancy:0.254 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.247 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.233 Maternal Maternal Lab History: 1 HOUR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 3.556 [0.715 17.690] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: 1 HOUR-postPregnancy:1.000 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.636 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.475 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.398 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.337 Maternal Maternal Procedure History:93005-otherPregnancy:0.319 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.313 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.265 Maternal Maternal Procedure History:93005-postPregnancy:0.252 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.244 Maternal Maternal Lab History: URINE CULTURE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: URINE CULTURE-postPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.358 Maternal Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.266 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.239 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.213 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.207 Maternal Maternal Lab History: POLYS-postPregnancy:-0.203 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:-0.200 Diagnosis:9ccs219:Low birth wt:0.186 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.165 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 3.556 [0.715 17.690] | indivs AUC:0.506 Correlated most with: Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.294 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.279 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.238 Maternal Maternal Procedure History:76830-postPregnancy:-0.148 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.138 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:-0.138 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.137 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.130 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.128 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 1.180 [0.237 5.868] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:1.000 Maternal Maternal Procedure History:97110-postPregnancy:0.463 Maternal Maternal Procedure History:97001-postPregnancy:0.414 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.278 Maternal Maternal Procedure History:90656-postPregnancy:0.229 Diagnosis:9ccs55:Fluid/elc dx:0.216 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.205 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.201 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.200 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:0.196 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:0.313 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.281 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.273 Maternal Maternal Lab History: AMYLASE-postPregnancy:0.254 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.250 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.211 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.209 Diagnosis:9ccs242:Poisn ot med:0.194 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.182 Maternal Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs159:UTI:1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.194 Newborn Diagnosis:9ccs219:Low birth wt:0.167 Diagnosis:9ccs219:Low birth wt:0.158 Maternal Diagnosis:9ccs149:Biliary dx:0.131 Maternal Diagnosis:9ccs184:Early labor:0.117 Maternal Diagnosis:9ccs106:Dysrhythmia:0.092 Diagnosis:9ccs153:GI hemorrhag:0.092 Maternal Diagnosis:9ccs181:Ot preg comp:0.091 Newborn Diagnosis:9ccs256:Exam/eval:0.079 Maternal Maternal Lab History: 2 HOUR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 3.563 [0.887 14.312] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: 2 HOUR-postPregnancy:1.000 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.636 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.487 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.433 Maternal Maternal Procedure History:93005-otherPregnancy:0.391 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.351 Maternal Maternal Procedure History:93005-postPregnancy:0.309 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.298 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.236 Lab:294147 FREE T4 - LMC:0.233 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:1.000 Maternal Maternal Lab History: APTT-postPregnancy:0.518 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.409 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.407 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.351 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.333 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.332 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.290 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:-0.261 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:-0.246 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.962 Maternal Maternal Lab History: ALT-otherPregnancy:0.415 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.352 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.338 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.317 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.291 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.282 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:-0.197 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.191 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.772 [0.323 9.712] | indivs AUC:0.516 Correlated most with: Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:1.000 Maternal Maternal Procedure History:45300-postPregnancy:0.612 Newborn Diagnosis:9ccs95:Oth nerv dx:0.392 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.198 Maternal Vital: Wt Change-postPregnancy:0.189 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:-0.152 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.148 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.135 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:-0.134 Maternal Diagnosis:9ccs59:Anemia:0.123 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:1.000 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.358 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.352 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.347 Maternal Maternal Lab History: AFP-otherPregnancy:0.299 Maternal Vital: Wt Change-otherPregnancy:-0.293 Maternal Maternal Procedure History:85018-postPregnancy:0.289 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.281 Maternal Maternal Procedure History:87880-postPregnancy:0.267 Maternal Vital: SpO2-postPregnancy:-0.244 Maternal Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs211:Ot conn tiss:1.000 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.351 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.242 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.237 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.223 Maternal Maternal Procedure History:90656-postPregnancy:0.211 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.198 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.174 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:-0.170 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:-0.160 Diagnosis:9ccs242:Poisn ot med | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs242:Poisn ot med:1.000 Maternal Maternal Procedure History:90801-postPregnancy:0.290 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.231 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.218 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.194 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.173 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.155 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.153 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.151 Maternal Maternal Lab History: FREE T3-postPregnancy:0.147 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.751 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.411 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.297 Maternal Maternal Procedure History:36415-postPregnancy:0.240 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:0.230 Maternal Maternal Lab History: LDL-postPregnancy:0.215 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.211 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.195 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.193 Vital: BP-avg19to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.178 Maternal Maternal Lab History: LDL-postPregnancy:0.170 Diagnosis:9ccs55:Fluid/elc dx:-0.124 Maternal Vital: Wt Change-postPregnancy:-0.117 Diagnosis:9ccs62:Coag/hemr dx:-0.115 Diagnosis:9ccs59:Anemia:0.095 Diagnosis:9ccs117:Ot circul dx:0.091 Maternal Diagnosis:9ccs182:Hemorr preg:0.089 Diagnosis:9ccs136:Teeth dx:0.075 Diagnosis:9ccs259:Unclassified:-0.074 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.489 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.465 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.251 Maternal Maternal Lab History: MONOS-postPregnancy:0.223 Maternal Maternal Lab History: PTT-postPregnancy:-0.185 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:-0.181 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.171 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.155 Maternal Maternal Lab History: INR-postPregnancy:-0.142 Maternal Diagnosis:9ccs6:Hepatitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.504 Correlated most with: Maternal Diagnosis:9ccs6:Hepatitis:1.000 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.323 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.277 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.277 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.225 Maternal Maternal Procedure History:81025-otherPregnancy:0.204 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.202 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.176 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.152 Maternal Diagnosis:9ccs5:HIV infectn:0.130 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.630 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.627 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.568 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.525 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.400 Maternal Maternal Procedure History:87880-postPregnancy:0.389 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.329 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.303 Maternal Diagnosis:9ccs5:HIV infectn:0.298 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: nan [ nan nan] | indivs AUC:0.490 Correlated most with: Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.243 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.209 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.209 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.192 Maternal Maternal Procedure History:97014-postPregnancy:0.181 Maternal Maternal Lab History: INHMOM-postPregnancy:0.175 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.172 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.170 Maternal Maternal Procedure History:90656-postPregnancy:0.165 Maternal Maternal Procedure History:90746-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.488 Correlated most with: Maternal Maternal Procedure History:90746-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.451 Maternal Maternal Lab History: PATIENT-postPregnancy:0.437 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.411 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.410 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.338 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.328 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.298 Maternal Maternal Procedure History:90472-postPregnancy:0.298 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:-0.295 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:1.000 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.849 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.448 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.437 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.339 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.220 Maternal Maternal Lab History: ESTRIOL-postPregnancy:-0.193 Maternal Maternal Lab History: VLDL-postPregnancy:-0.188 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:-0.165 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.158 Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:1.000 Diagnosis:9ccs83:Epilepsy/cnv:0.144 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.114 Lab:295669 BILIRUBIN DIRECT - LMC:-0.113 Diagnosis:9ccs47:Ot bnign neo:0.105 Diagnosis:9ccs166:Oth male gen:0.098 Diagnosis:9ccs216:Nerv cong an:0.097 Diagnosis:9ccs55:Fluid/elc dx:0.093 Diagnosis:9ccs197:Skin infectn:0.086 Newborn Diagnosis:9ccs213:Cardiac anom:0.086 Maternal Maternal Lab History: URIC ACID-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.441 [0.055 3.534] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: URIC ACID-postPregnancy:1.000 Maternal Maternal Lab History: LDH-postPregnancy:0.404 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:0.340 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:-0.205 Maternal Maternal Lab History: LDL-postPregnancy:-0.197 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.191 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.182 Maternal Maternal Lab History: INR-postPregnancy:-0.177 Maternal Maternal Lab History: CALCIUM-postPregnancy:-0.166 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.156 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.488 Correlated most with: Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.240 Maternal Maternal Lab History: LDL-postPregnancy:0.197 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.195 Diagnosis:9ccs83:Epilepsy/cnv:0.170 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.152 Maternal Maternal Procedure History:97110-postPregnancy:-0.149 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.148 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:-0.147 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.141 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.410 Maternal Vital: BMI Percentile-postPregnancy:-0.233 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.215 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.204 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.194 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.192 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.177 Maternal Maternal Procedure History:45300-postPregnancy:0.175 Maternal Vital: RR-postPregnancy:-0.171 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.407 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.363 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.353 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.352 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.332 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.329 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.309 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.309 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.229 Maternal Vital: BMI Percentile-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 0.883 [0.248 3.146] | indivs AUC:0.494 Correlated most with: Maternal Vital: BMI Percentile-otherPregnancy:1.000 Maternal Vital: Wt Percentile-otherPregnancy:0.635 Maternal Vital: BMI Percentile-postPregnancy:0.557 Maternal Vital: Wt Percentile-postPregnancy:0.430 Maternal Vital: Ht Percentile-otherPregnancy:0.315 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:0.253 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.247 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.241 Maternal Vital: Ht Percentile-postPregnancy:0.236 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.219 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:1.000 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.441 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.236 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.185 Maternal Maternal Lab History: GLOBULIN-postPregnancy:0.165 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.137 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.137 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.131 Maternal Maternal Lab History: A/G-postPregnancy:-0.121 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.116 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.599 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.489 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:-0.348 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.339 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:-0.289 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.275 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.226 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.194 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.176 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.774 [0.442 7.127] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:1.000 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.343 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.322 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.290 Lab:306617 OCCULT BLOOD TEST (FECAL):0.279 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.239 Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:0.173 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.166 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.160 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.160 Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.313 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.228 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.209 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.194 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.176 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.173 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.152 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.151 Maternal Maternal Lab History: eGFR-postPregnancy:0.150 Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs216:Nerv cong an:1.000 Diagnosis:9ccs95:Oth nerv dx:0.156 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.146 Maternal Maternal Lab History: APTT-postPregnancy:0.116 Diagnosis:9ccs83:Epilepsy/cnv:0.115 Diagnosis:9ccs59:Anemia:0.108 Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.103 Diagnosis:9ccs62:Coag/hemr dx:0.097 Maternal Maternal Procedure History:90746-postPregnancy:-0.096 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.091 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.505 Correlated most with: Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.327 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.290 Maternal Maternal Procedure History:93005-otherPregnancy:0.233 Diagnosis:9ccs3:Oth bact inf:0.222 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.217 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.198 Maternal Vital: BMI Percentile-otherPregnancy:0.193 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.188 Maternal Maternal Procedure History:93005-postPregnancy:0.184 Maternal Vital: SpO2-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.504 [0.062 4.108] | indivs AUC:0.506 Correlated most with: Maternal Vital: SpO2-postPregnancy:1.000 Maternal Maternal Procedure History:87880-postPregnancy:-0.282 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.244 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:-0.240 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.237 Maternal Maternal Procedure History:85018-postPregnancy:-0.197 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:0.175 Maternal Maternal Procedure History:90471-postPregnancy:-0.161 Maternal Maternal Procedure History:81025-postPregnancy:-0.141 Maternal Vital: Wt Percentile-otherPregnancy:-0.122 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.484 Correlated most with: Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.655 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.351 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.316 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.275 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.259 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.251 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.242 Maternal Maternal Lab History: FREE T3-postPregnancy:0.223 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.221 Maternal Vital: Ht Percentile-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Vital: Ht Percentile-postPregnancy:1.000 Maternal Vital: Ht Percentile-otherPregnancy:0.776 Maternal Vital: Wt Percentile-otherPregnancy:0.508 Maternal Vital: Wt Percentile-postPregnancy:0.502 Maternal Maternal Procedure History:S9470-otherPregnancy:0.275 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.265 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.262 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.261 Maternal Maternal Procedure History:87880-postPregnancy:0.247 Maternal Vital: BMI Percentile-otherPregnancy:0.236 Maternal Maternal Lab History: IRON-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: IRON-postPregnancy:1.000 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.599 Maternal Maternal Lab History: FERRITIN-otherPregnancy:0.385 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.335 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.303 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.272 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.266 Maternal Maternal Lab History: MCH-otherPregnancy:0.257 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.251 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.239 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.655 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.649 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.470 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.243 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.239 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.227 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.213 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.205 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.194 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:1.000 Maternal Maternal Lab History: PATIENT-postPregnancy:0.486 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.466 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.465 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.455 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.441 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.357 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.343 Maternal Maternal Procedure History:90746-postPregnancy:0.298 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.292 Maternal Maternal Lab History: O2 SATURATION-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: O2 SATURATION-postPregnancy:1.000 Maternal Maternal Lab History: PO2-postPregnancy:0.842 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.347 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.221 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.206 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.190 Maternal Maternal Procedure History:85018-postPregnancy:-0.184 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:-0.170 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:-0.158 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:-0.153 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.421 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.338 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.291 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.233 Maternal Maternal Lab History: UIBC-postPregnancy:0.171 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.168 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.158 Maternal Diagnosis:9ccs48:Thyroid dsor:0.141 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.140 Maternal Maternal Lab History: 1 HOUR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: 1 HOUR-otherPregnancy:1.000 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.521 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.432 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.413 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.386 Maternal Maternal Procedure History:81025-otherPregnancy:-0.330 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:-0.328 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.319 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.307 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:-0.288 Lab:294147 FREE T4 - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.506 Correlated most with: Lab:294147 FREE T4 - LMC:1.000 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.386 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.233 Diagnosis:9ccs48:Thyroid dsor:0.232 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.208 Maternal Maternal Procedure History:90649-postPregnancy:0.137 Maternal Diagnosis:9ccs48:Thyroid dsor:0.126 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.121 Maternal Maternal Lab History: WEIGHT-postPregnancy:-0.119 Maternal Diagnosis:9ccs49:DiabMel no c:-0.114 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:1.000 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.581 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.535 Maternal Maternal Lab History: LIPASE-postPregnancy:0.365 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:-0.353 Maternal Maternal Lab History: AMYLASE-postPregnancy:0.300 Maternal Maternal Lab History: IRON-postPregnancy:-0.251 Maternal Maternal Lab History: MCV-otherPregnancy:-0.185 Maternal Maternal Lab History: MCH-otherPregnancy:-0.176 Maternal Maternal Lab History: RDW-postPregnancy:0.147 Maternal Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Diagnosis:9ccs155:Other GI dx:1.000 Maternal Maternal Procedure History:36415-otherPregnancy:0.154 Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.126 Maternal Diagnosis:9ccs59:Anemia:0.112 Maternal Diagnosis:9ccs188:Pelvic obstr:0.107 Maternal Diagnosis:9ccs189:Prev c-sectn:0.101 Maternal Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.100 Diagnosis:9ccs147:Anal/rectal:0.089 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.089 Maternal Diagnosis:9ccs181:Ot preg comp:0.087 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:0.212 Maternal Maternal Lab History: WBC-otherPregnancy:-0.165 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.165 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:-0.152 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.144 Maternal Vital: Ht-otherPregnancy:-0.137 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.137 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.135 Diagnosis:9ccs244:Other injury:0.131 Maternal Maternal Lab History: HERPES I IgG-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: HERPES I IgG-postPregnancy:1.000 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.592 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.353 Maternal Maternal Lab History: APTT-postPregnancy:0.299 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.275 Maternal Maternal Lab History: PATIENT-postPregnancy:0.206 Maternal Vital: SpO2-postPregnancy:0.175 Maternal Maternal Lab History: eGFR-postPregnancy:-0.166 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:-0.163 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.133 Maternal Maternal Lab History: AMYLASE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: AMYLASE-postPregnancy:1.000 Maternal Maternal Lab History: LIPASE-postPregnancy:0.845 Maternal Maternal Lab History: URINE KETONES-postPregnancy:-0.326 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:0.300 Diagnosis:9ccs2:Septicemia:-0.279 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.254 Maternal Diagnosis:9ccs196:Nml preg/del:0.223 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.222 Maternal Maternal Lab History: MCH-otherPregnancy:-0.172 Maternal Maternal Lab History: IRON-postPregnancy:-0.153 Maternal Maternal Lab History: COLONY COUNT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: COLONY COUNT-postPregnancy:1.000 Maternal Diagnosis:9ccs7:Viral infect:0.330 Diagnosis:9ccs64:Ot hematl dx:0.214 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.208 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:-0.206 Maternal Vital: Wt Change-postPregnancy:-0.199 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.174 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:-0.173 Maternal Diagnosis:9ccs128:Asthma:0.166 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:-0.163 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:1.000 Maternal Maternal Lab History: TEST NAME-postPregnancy:-0.396 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:0.367 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:-0.326 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.273 Maternal Maternal Lab History: PATIENT-postPregnancy:-0.266 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.241 Maternal Maternal Lab History: UIBC-postPregnancy:-0.216 Maternal Maternal Procedure History:90471-postPregnancy:0.210 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:-0.182 Newborn Diagnosis:9ccs218:Liveborn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1748 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Newborn Diagnosis:9ccs218:Liveborn:1.000 Newborn Diagnosis:9ccs0:No DX:-0.157 Newborn Diagnosis:9ccs221:Resp distres:-0.157 Maternal Diagnosis:9ccs168:PID:-0.129 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.111 Newborn Diagnosis:9ccs94:Other ear dx:0.110 Diagnosis:9ccs89:Blindness:-0.103 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.099 Diagnosis:9ccs136:Teeth dx:-0.094 Maternal Diagnosis:9ccs49:DiabMel no c:-0.081 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:1.000 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.428 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:0.338 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.316 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.233 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.228 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.204 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.165 Maternal Maternal Lab History: POLYS-otherPregnancy:0.165 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:-0.147 Maternal Maternal Lab History: PT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: PT-otherPregnancy:1.000 Maternal Maternal Lab History: INR-otherPregnancy:0.707 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.442 Maternal Maternal Lab History: AST-otherPregnancy:0.331 Maternal Maternal Lab History: CALCIUM-otherPregnancy:-0.230 Maternal Maternal Lab History: PH-otherPregnancy:0.213 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.206 Maternal Maternal Lab History: AFP-postPregnancy:0.168 Maternal Vital: HR-otherPregnancy:-0.161 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.158 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:1.000 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.904 Maternal Maternal Lab History: PO2-postPregnancy:0.381 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.352 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.347 Maternal Maternal Procedure History:85018-postPregnancy:0.306 Maternal Maternal Procedure History:87880-postPregnancy:0.263 Maternal Vital: SpO2-postPregnancy:-0.240 Maternal Maternal Procedure History:90471-postPregnancy:0.214 Maternal Maternal Lab History: FREE T-4-postPregnancy:0.176 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:1.000 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.233 Maternal Maternal Lab History: RDW-otherPregnancy:0.159 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.159 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.102 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.100 Maternal Maternal Procedure History:99401-otherPregnancy:0.099 Maternal Maternal Lab History: CALCIUM-otherPregnancy:-0.099 Maternal Maternal Lab History: MCH-postPregnancy:-0.095 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:0.094 Newborn Diagnosis:9ccs191:Amnios dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:1.000 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.245 Newborn Diagnosis:9ccs217:Ot cong anom:0.240 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.166 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.156 Diagnosis:9ccs211:Ot conn tiss:0.095 Diagnosis:9ccs117:Ot circul dx:0.095 Diagnosis:9ccs83:Epilepsy/cnv:0.090 Maternal Diagnosis:9ccs59:Anemia:0.088 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.082 Maternal Vital: RR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Vital: RR-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.462 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.450 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.317 Maternal Maternal Procedure History:90472-postPregnancy:0.271 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.237 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:-0.216 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:-0.201 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.181 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.178 Maternal Maternal Lab History: PTT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: PTT-otherPregnancy:1.000 Maternal Maternal Lab History: INR-otherPregnancy:0.446 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.293 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:-0.245 Maternal Maternal Lab History: AST-otherPregnancy:-0.228 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.223 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.220 Maternal Maternal Lab History: LDH-otherPregnancy:-0.208 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.197 Diagnosis:9ccs147:Anal/rectal:0.193 Maternal Maternal Lab History: LIPASE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: LIPASE-postPregnancy:1.000 Maternal Maternal Lab History: AMYLASE-postPregnancy:0.845 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:0.365 Maternal Maternal Lab History: URINE KETONES-postPregnancy:-0.322 Diagnosis:9ccs2:Septicemia:-0.293 Maternal Maternal Lab History: IRON-postPregnancy:-0.266 Maternal Diagnosis:9ccs196:Nml preg/del:0.234 Maternal Maternal Lab History: MCH-otherPregnancy:-0.205 Maternal Maternal Lab History: MCV-otherPregnancy:-0.184 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:-0.180 Maternal Maternal Lab History: GLOBULIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: GLOBULIN-otherPregnancy:1.000 Maternal Maternal Lab History: A/G-otherPregnancy:-0.780 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.606 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.327 Maternal Vital: BMI Percentile-otherPregnancy:-0.247 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.229 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:-0.223 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.211 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.202 Maternal Vital: BMI Percentile-postPregnancy:-0.193 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:1.000 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.960 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.581 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.407 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.382 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.381 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.331 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.316 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.294 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.290 Maternal Maternal Lab History: MONOCYTE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: MONOCYTE-postPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:0.253 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.238 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.202 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.197 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.192 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.188 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.184 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.168 Newborn Diagnosis:9ccs191:Amnios dx:-0.166 Maternal Maternal Lab History: TP VOLUME-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.512 Correlated most with: Maternal Maternal Lab History: TP VOLUME-otherPregnancy:1.000 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.520 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.417 Maternal Maternal Lab History: LDL-otherPregnancy:0.396 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.394 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.388 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:-0.338 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.326 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.266 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.223 * Maternal Diagnosis:9ccs61:Sickle cell | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 4.754 [1.059 21.333] | indivs AUC:0.510 Correlated most with: Maternal Diagnosis:9ccs61:Sickle cell:1.000 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.134 Lab:294205 TSH REFLEX TO FT4 - LMC:0.126 Maternal Diagnosis:9ccs46:Bnign ut neo:0.115 Maternal Diagnosis:9ccs196:Nml preg/del:-0.110 Maternal Diagnosis:9ccs181:Ot preg comp:0.108 Diagnosis:10ccs58:Ot nutrit dx:0.083 Maternal Diagnosis:9ccs60:Acut p-h anm:0.076 Diagnosis:9ccs8:Oth infectns:0.076 Diagnosis:9ccs83:Epilepsy/cnv:0.074 Maternal Maternal Lab History: 3 HOUR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: 3 HOUR-otherPregnancy:1.000 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.514 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.371 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:0.308 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.248 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:-0.232 Maternal Maternal Lab History: APF MoM-postPregnancy:0.220 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.219 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.216 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.213 Diagnosis:9ccs246:FUO | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs246:FUO:1.000 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.195 Maternal Vital: Temp-otherPregnancy:-0.176 Diagnosis:9ccs2:Septicemia:0.166 Diagnosis:9ccs3:Oth bact inf:0.131 Diagnosis:9ccs239:Superfic inj:0.093 Diagnosis:9ccs240:Burns:0.092 Maternal Diagnosis:9ccs106:Dysrhythmia:0.092 Maternal Maternal Procedure History:86580-otherPregnancy:0.091 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:-0.089 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.489 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.451 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.248 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.242 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.223 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.178 Maternal Maternal Lab History: PTT-postPregnancy:-0.176 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:-0.175 Maternal Maternal Procedure History:S9470-postPregnancy:0.170 Diagnosis:9ccs212:Ot bone dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs212:Ot bone dx:1.000 Diagnosis:9ccs209:Ot acq defor:0.182 Maternal Diagnosis:9ccs182:Hemorr preg:0.092 Diagnosis:9ccs0:No DX:0.085 Diagnosis:9ccs89:Blindness:0.077 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.077 Diagnosis:9ccs47:Ot bnign neo:0.064 Maternal Diagnosis:9ccs49:DiabMel no c:0.059 Diagnosis:9ccs96:Hrt valve dx:0.058 Diagnosis:9ccs58:Ot nutrit dx:0.057 Maternal Maternal Lab History: INR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: INR-otherPregnancy:1.000 Maternal Maternal Lab History: PT-otherPregnancy:0.707 Maternal Maternal Lab History: PTT-otherPregnancy:0.446 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.334 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.278 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.209 Diagnosis:9ccs147:Anal/rectal:0.183 Maternal Maternal Lab History: AST-otherPregnancy:0.172 Maternal Maternal Procedure History:J7300-postPregnancy:-0.163 Maternal Vital: PL-otherPregnancy:-0.157 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.384 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.337 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.290 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.240 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.225 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.208 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:-0.206 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.197 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.185 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.490 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.472 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.407 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.386 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.358 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.329 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.327 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.303 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.299 Maternal Maternal Lab History: BICARBONATE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: BICARBONATE-postPregnancy:1.000 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:-0.904 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.347 Maternal Maternal Procedure History:85018-postPregnancy:-0.339 Maternal Maternal Procedure History:87880-postPregnancy:-0.260 Maternal Vital: SpO2-postPregnancy:0.237 Maternal Maternal Procedure History:90471-postPregnancy:-0.211 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.190 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.183 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.177 Maternal Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:-0.275 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.265 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.216 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:-0.203 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.202 Maternal Maternal Procedure History:59430-postPregnancy:-0.201 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.170 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.151 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.151 Maternal Vital: Wt Percentile-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Vital: Wt Percentile-postPregnancy:1.000 Maternal Vital: Wt Percentile-otherPregnancy:0.686 Maternal Vital: Ht Percentile-postPregnancy:0.502 Maternal Vital: Ht Percentile-otherPregnancy:0.501 Maternal Vital: BMI Percentile-otherPregnancy:0.430 Maternal Vital: BMI Percentile-postPregnancy:0.423 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.250 Maternal Vital: Wt-otherPregnancy:0.199 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.192 Maternal Maternal Procedure History:87880-postPregnancy:0.179 Maternal Maternal Procedure History:76830-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.502 Correlated most with: Maternal Maternal Procedure History:76830-postPregnancy:1.000 Maternal Maternal Procedure History:85018-postPregnancy:0.337 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:-0.281 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.234 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.209 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.168 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.159 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.151 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:-0.148 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.140 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.562 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.452 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.291 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.279 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.225 Maternal Vital: RR-otherPregnancy:-0.216 Maternal Diagnosis:9ccs48:Thyroid dsor:0.189 Maternal Maternal Procedure History:90656-postPregnancy:0.182 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.175 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:1.000 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.605 Maternal Maternal Lab History: FREE T3-postPregnancy:-0.409 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.281 Maternal Diagnosis:9ccs48:Thyroid dsor:0.274 Maternal Maternal Lab History: HCG-otherPregnancy:-0.238 Newborn Diagnosis:9ccs213:Cardiac anom:0.235 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.233 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.229 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.225 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.471 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.356 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.331 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.326 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.308 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.294 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.276 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.266 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.260 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:1.000 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.241 Maternal Vital: HR-otherPregnancy:0.191 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.175 Maternal Vital: RR-otherPregnancy:-0.143 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.141 Maternal Diagnosis:9ccs188:Pelvic obstr:0.138 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.110 Newborn Diagnosis:9ccs259:Unclassified:0.108 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:-0.107 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.297 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:-0.280 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.238 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.223 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.223 Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:0.212 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.191 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.191 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.177 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:0.487 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.257 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.253 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.230 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.223 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.196 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.169 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:-0.162 Maternal Maternal Lab History: WBC-otherPregnancy:0.162 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:1.000 Maternal Maternal Lab History: IRON-postPregnancy:-0.599 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.403 Maternal Maternal Lab History: FERRITIN-otherPregnancy:-0.372 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.321 Maternal Maternal Lab History: PAPP-A-otherPregnancy:-0.261 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.254 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.229 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.229 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.227 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:-0.275 Diagnosis:9ccs64:Ot hematl dx:0.258 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:-0.240 Diagnosis:10ccs58:Ot nutrit dx:0.219 Diagnosis:9ccs211:Ot conn tiss:0.208 Diagnosis:9ccs2603:E Codes: Fall:0.156 Diagnosis:9ccs258:Other screen:0.154 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:-0.152 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:-0.150 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:1.000 Maternal Maternal Lab History: LDL-otherPregnancy:0.911 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.635 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.520 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.496 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.485 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.347 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.331 Diagnosis:9ccs2:Septicemia:-0.240 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.225 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.438 Maternal Maternal Lab History: PATIENT-postPregnancy:-0.426 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.403 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.367 Maternal Maternal Lab History: TEST NAME-postPregnancy:-0.361 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.335 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:-0.291 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.282 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:-0.268 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:-0.376 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.359 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:-0.156 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:-0.122 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.102 Maternal Maternal Procedure History:59430-postPregnancy:-0.091 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:0.090 Maternal Maternal Lab History: IRON-postPregnancy:0.086 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:-0.085 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.500 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.471 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.470 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.398 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.355 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.337 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.326 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.294 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.281 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:1.000 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.441 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.417 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.343 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.311 Maternal Vital: PL-otherPregnancy:0.304 Maternal Vital: Temp-otherPregnancy:-0.259 Maternal Diagnosis:9ccs163:Other GU dx:-0.250 Maternal Maternal Lab History: GLOBULIN-postPregnancy:0.242 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.216 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:1.000 Maternal Maternal Lab History: HCG-otherPregnancy:-0.760 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.746 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.736 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.721 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.615 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.577 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.499 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.497 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.418 Maternal Maternal Lab History: PO2-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: PO2-postPregnancy:1.000 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.842 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.381 Maternal Maternal Lab History: PT-postPregnancy:0.187 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:-0.182 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.176 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.168 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.162 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:-0.153 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.150 Newborn Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs253:Allergy:1.000 Diagnosis:9ccs219:Low birth wt:0.271 Newborn Diagnosis:9ccs256:Exam/eval:0.218 Newborn Diagnosis:9ccs219:Low birth wt:0.213 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.202 Newborn Diagnosis:9ccs222:Perint jaund:0.185 Maternal Diagnosis:9ccs184:Early labor:0.168 Diagnosis:9ccs117:Ot circul dx:0.164 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.148 Newborn Diagnosis:9ccs95:Oth nerv dx:0.130 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:1.000 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.606 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.472 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.433 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.413 Maternal Maternal Lab History: A/G-otherPregnancy:0.374 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.330 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.322 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.287 Maternal Maternal Lab History: PH-otherPregnancy:-0.250 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.464 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.363 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.362 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.289 Maternal Maternal Lab History: TEST NAME-postPregnancy:-0.277 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:-0.263 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.231 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.229 Maternal Diagnosis:9ccs211:Ot conn tiss:0.223 Maternal Maternal Lab History: LDH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: LDH-otherPregnancy:1.000 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.598 Maternal Maternal Lab History: eGFR-otherPregnancy:0.251 Maternal Maternal Lab History: PTT-otherPregnancy:-0.208 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.201 Maternal Maternal Lab History: WBC-otherPregnancy:0.199 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:-0.198 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:0.188 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.162 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.124 Maternal Maternal Lab History: TEST NAME-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: TEST NAME-postPregnancy:1.000 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.396 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.372 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.361 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.277 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.272 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.168 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:-0.141 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:-0.130 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.114 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.455 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.428 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.355 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.229 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:-0.171 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.163 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:-0.144 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.142 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.141 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.653 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.562 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.421 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.313 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.280 Maternal Maternal Procedure History:90656-postPregnancy:0.277 Maternal Maternal Procedure History:93005-postPregnancy:-0.274 Maternal Diagnosis:9ccs48:Thyroid dsor:0.273 Maternal Maternal Lab History: FREE T-4-postPregnancy:0.267 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: nan [ nan nan] | indivs AUC:0.507 Correlated most with: Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.777 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.567 Maternal Maternal Procedure History:90472-postPregnancy:0.456 Maternal Vital: RR-otherPregnancy:0.450 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.395 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.288 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.279 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.261 Maternal Maternal Lab History: PH-otherPregnancy:-0.241 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.770 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.623 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.623 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.506 Maternal Maternal Procedure History:81025-otherPregnancy:0.470 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.397 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.395 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.363 Maternal Diagnosis:9ccs6:Hepatitis:0.323 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:1.000 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:-0.697 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.271 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:0.200 Maternal Vital: BMI Percentile-otherPregnancy:-0.199 Maternal Maternal Lab History: BASOPHIL-otherPregnancy:-0.194 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.170 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.165 Maternal Maternal Lab History: LDH-otherPregnancy:0.162 Maternal Maternal Lab History: RUBELLA-otherPregnancy:0.161 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.514 Correlated most with: Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.452 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.398 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.395 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.308 Maternal Maternal Lab History: MONOS-otherPregnancy:0.307 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.303 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.245 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.239 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:-0.217 Maternal Maternal Lab History: NT MoM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: NT MoM-otherPregnancy:1.000 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.869 Maternal Maternal Lab History: HCG-otherPregnancy:0.864 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.790 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.696 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.688 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.656 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.603 Maternal Maternal Lab History: INHMOM-postPregnancy:0.553 Maternal Maternal Lab History: NT MoM-postPregnancy:0.446 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:1.000 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.769 Maternal Maternal Lab History: A/G-otherPregnancy:-0.546 Maternal Maternal Procedure History:81025-otherPregnancy:0.472 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:-0.432 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.390 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.364 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.352 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.327 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.289 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.514 Correlated most with: Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.276 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.272 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.259 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.254 Maternal Maternal Lab History: POLYS-otherPregnancy:0.227 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:-0.226 Maternal Maternal Lab History: MONOS-otherPregnancy:-0.224 Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.222 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:-0.205 Maternal Maternal Lab History: FERRITIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: FERRITIN-otherPregnancy:1.000 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.416 Maternal Maternal Lab History: IRON-postPregnancy:0.385 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.383 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.372 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.359 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.317 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.308 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.299 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.267 Maternal Maternal Lab History: TP PERIOD-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: TP PERIOD-otherPregnancy:1.000 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.956 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.902 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.658 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.626 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.338 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.248 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.226 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.203 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:-0.197 Maternal Maternal Lab History: GFR in African American-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: GFR in African American-otherPregnancy:1.000 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.623 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.448 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.421 Maternal Maternal Procedure History:81025-otherPregnancy:0.392 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.390 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.353 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.311 Maternal Maternal Lab History: A/G-otherPregnancy:-0.297 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.480 Maternal Maternal Procedure History:97001-postPregnancy:0.394 Maternal Maternal Lab History: TOXOPLASMA IGG-postPregnancy:-0.354 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.334 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:-0.275 Maternal Maternal Lab History: eGFR-postPregnancy:0.241 Maternal Maternal Procedure History:97110-postPregnancy:0.228 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:-0.193 Maternal Maternal Procedure History:90801-postPregnancy:-0.144 Newborn Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.504 Correlated most with: Newborn Diagnosis:9ccs95:Oth nerv dx:1.000 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.392 Maternal Maternal Procedure History:45300-postPregnancy:0.388 Maternal Maternal Lab History: FREE T-4-otherPregnancy:0.274 Maternal Maternal Lab History: LDL-otherPregnancy:-0.245 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.225 Maternal Maternal Procedure History:S9470-postPregnancy:0.205 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.190 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.167 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.157 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:1.000 Maternal Maternal Lab History: HCG-otherPregnancy:0.885 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.788 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.756 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.746 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.746 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.730 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.696 Maternal Maternal Lab History: INHMOM-postPregnancy:0.548 Maternal Maternal Lab History: HCG-postPregnancy:0.413 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.959 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.690 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.568 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.511 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.410 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.360 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.358 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.344 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.303 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:1.000 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.959 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.627 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.627 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.565 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.453 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.407 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.395 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.380 Maternal Maternal Procedure History:87880-postPregnancy:0.296 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:1.000 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.869 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.696 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.660 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.622 Maternal Maternal Lab History: HCG-otherPregnancy:0.539 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.535 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.505 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.390 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.366 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.490 Correlated most with: Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:1.000 Maternal Vital: Ht Percentile-otherPregnancy:0.333 Maternal Vital: Ht Percentile-postPregnancy:0.261 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:-0.261 Maternal Maternal Procedure History:S9470-otherPregnancy:0.244 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:-0.231 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:-0.211 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.211 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:-0.204 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:-0.203 Maternal Maternal Procedure History:97001-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:97001-postPregnancy:1.000 Maternal Maternal Procedure History:97110-postPregnancy:0.849 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.414 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.394 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.329 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.315 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.208 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.207 Maternal Maternal Procedure History:90656-postPregnancy:0.199 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.187 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:1.000 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.807 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.635 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.559 Maternal Maternal Lab History: LDL-otherPregnancy:0.449 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.417 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.302 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.301 Maternal Vital: Wt-otherPregnancy:0.289 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.289 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:1.000 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.555 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.418 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.398 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:-0.378 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.301 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.244 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.230 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.230 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:-0.227 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:0.487 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:-0.482 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.271 Maternal Vital: BMI Percentile-otherPregnancy:0.253 Maternal Maternal Lab History: WBC-otherPregnancy:0.234 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.204 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.189 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:-0.186 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.168 Maternal Vital: Wt Percentile-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Vital: Wt Percentile-otherPregnancy:1.000 Maternal Vital: Wt Percentile-postPregnancy:0.686 Maternal Vital: Ht Percentile-otherPregnancy:0.659 Maternal Vital: BMI Percentile-otherPregnancy:0.635 Maternal Vital: Ht Percentile-postPregnancy:0.508 Maternal Vital: BMI Percentile-postPregnancy:0.491 Maternal Vital: Wt-otherPregnancy:0.189 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.167 Maternal Maternal Lab History: RDW-otherPregnancy:0.163 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.162 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.506 Correlated most with: Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.619 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.616 Maternal Maternal Procedure History:93005-otherPregnancy:0.458 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.417 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.327 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.322 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.318 Maternal Maternal Procedure History:93005-postPregnancy:0.311 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.310 Maternal Maternal Lab History: eGFR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: eGFR-postPregnancy:1.000 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.244 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.241 Maternal Maternal Lab History: TOXOPLASMA IGG-postPregnancy:-0.213 Maternal Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.179 Maternal Maternal Lab History: WEIGHT-otherPregnancy:-0.177 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:-0.166 Maternal Maternal Lab History: ESTRIOL-postPregnancy:-0.163 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:-0.152 Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:0.150 Maternal Maternal Lab History: PAPP-A-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: PAPP-A-otherPregnancy:1.000 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.721 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.696 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.660 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.577 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.402 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.362 Maternal Maternal Lab History: FERRITIN-otherPregnancy:0.359 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.330 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.290 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.960 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.530 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.408 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.407 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.332 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.332 Maternal Maternal Lab History: FREE T3-postPregnancy:0.285 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.260 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.259 Maternal Maternal Lab History: HCG-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: HCG-otherPregnancy:1.000 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.885 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.864 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.807 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.760 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.713 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.709 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.693 Maternal Maternal Lab History: INHMOM-postPregnancy:0.600 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.539 Maternal Maternal Lab History: A/G-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.772 [0.323 9.712] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: A/G-otherPregnancy:1.000 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.780 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.546 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:-0.409 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.383 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.374 Maternal Maternal Procedure History:81025-otherPregnancy:-0.318 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.297 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.297 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.294 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.962 Maternal Maternal Lab History: ALT-otherPregnancy:0.411 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.397 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.388 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.374 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.324 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.265 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:-0.248 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.185 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:1.000 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:0.535 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.289 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.217 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.212 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:-0.210 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.205 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.205 Maternal Maternal Procedure History:90471-otherPregnancy:0.202 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.200 Maternal Maternal Lab History: GFR Calculation-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: GFR Calculation-otherPregnancy:1.000 Maternal Maternal Lab History: GFR in African American-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.623 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.447 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.421 Maternal Maternal Procedure History:81025-otherPregnancy:0.392 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.390 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.352 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.311 Maternal Maternal Lab History: A/G-otherPregnancy:-0.297 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:1.000 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.923 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.902 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.594 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.565 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.324 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.299 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:-0.282 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.204 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:-0.195 Maternal Vital: Ht Percentile-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Vital: Ht Percentile-otherPregnancy:1.000 Maternal Vital: Ht Percentile-postPregnancy:0.776 Maternal Vital: Wt Percentile-otherPregnancy:0.659 Maternal Vital: Wt Percentile-postPregnancy:0.501 Maternal Maternal Procedure History:S9470-otherPregnancy:0.344 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.333 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.324 Maternal Vital: BMI Percentile-otherPregnancy:0.315 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.286 Maternal Vital: BMI Percentile-postPregnancy:0.276 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.506 Correlated most with: Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.653 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.619 Maternal Maternal Procedure History:93005-otherPregnancy:0.497 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.475 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.433 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.386 Maternal Maternal Procedure History:93005-postPregnancy:0.379 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.301 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.280 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.738 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.628 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.400 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.364 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.295 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.269 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.246 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.226 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.217 Maternal Maternal Lab History: MONOCYTE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: MONOCYTE-otherPregnancy:1.000 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.697 Maternal Maternal Lab History: BASOPHIL-otherPregnancy:0.294 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.275 Maternal Maternal Lab History: FERRITIN-otherPregnancy:0.267 Maternal Vital: BMI Percentile-otherPregnancy:0.241 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.185 Maternal Vital: Ht Percentile-otherPregnancy:-0.173 Diagnosis:9ccs240:Burns:0.167 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.162 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.770 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.390 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.390 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.382 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.336 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.317 Maternal Maternal Procedure History:81025-otherPregnancy:-0.305 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.249 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:-0.229 Maternal Maternal Procedure History:97110-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:97110-postPregnancy:1.000 Maternal Maternal Procedure History:97001-postPregnancy:0.849 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.463 Maternal Maternal Procedure History:97014-postPregnancy:0.373 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.263 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.248 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.233 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.232 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.228 Maternal Maternal Procedure History:90656-postPregnancy:0.202 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:1.000 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.421 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.421 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.397 Maternal Maternal Lab History: A/G-otherPregnancy:0.383 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.357 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.322 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.317 Maternal Maternal Procedure History:81025-otherPregnancy:-0.266 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.249 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.738 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.623 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.444 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.377 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.361 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.315 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.234 Maternal Maternal Procedure History:93005-postPregnancy:-0.231 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.224 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:-0.315 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.246 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.235 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.225 Maternal Maternal Lab History: POLYS-otherPregnancy:0.200 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.180 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.176 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:-0.165 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.153 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.508 Correlated most with: Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:1.000 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.563 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.543 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.539 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.473 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.390 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.304 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:-0.288 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:-0.286 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.260 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:1.000 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.746 Maternal Maternal Lab History: HCG-otherPregnancy:0.693 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.656 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.622 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.424 Maternal Maternal Lab History: FERRITIN-otherPregnancy:0.416 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.362 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.351 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.349 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:1.000 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.690 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.627 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.355 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.294 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.288 Maternal Maternal Lab History: LDL-otherPregnancy:0.281 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.272 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.270 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.269 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:1.000 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.807 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.485 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.419 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.349 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.326 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.306 Maternal Vital: Wt-otherPregnancy:0.301 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.282 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.281 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:-0.379 Maternal Maternal Lab History: MONOS-otherPregnancy:0.366 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.334 Maternal Maternal Procedure History:97001-postPregnancy:-0.329 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.326 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.288 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.239 Diagnosis:9ccs64:Ot hematl dx:0.220 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.198 Maternal Maternal Lab History: TOXOPLASMA IGG-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: TOXOPLASMA IGG-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.354 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.248 Maternal Maternal Lab History: eGFR-postPregnancy:-0.213 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:-0.172 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.170 Maternal Vital: Ht Percentile-otherPregnancy:-0.166 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.163 Maternal Vital: Ht Percentile-postPregnancy:-0.148 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:0.134 Maternal Maternal Lab History: UIBC-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: UIBC-postPregnancy:1.000 Maternal Maternal Procedure History:J7302-postPregnancy:0.443 Maternal Maternal Procedure History:90801-postPregnancy:-0.423 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.313 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.301 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:-0.264 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:-0.222 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.216 Maternal Vital: RR-postPregnancy:0.204 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.199 Maternal Maternal Procedure History:90801-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Procedure History:90801-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.633 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.627 Maternal Maternal Lab History: UIBC-postPregnancy:-0.423 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.298 Diagnosis:9ccs242:Poisn ot med:0.290 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.266 Maternal Maternal Procedure History:93005-postPregnancy:-0.235 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.225 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:0.224 Maternal Maternal Procedure History:93005-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:93005-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.533 Maternal Maternal Procedure History:93005-otherPregnancy:0.407 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.379 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.311 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.309 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:-0.274 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:-0.262 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.253 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.252 Maternal Maternal Procedure History:93005-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.506 Correlated most with: Maternal Maternal Procedure History:93005-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.641 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.497 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.458 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.448 Maternal Maternal Procedure History:93005-postPregnancy:0.407 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.391 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.320 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.319 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.296 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:1.000 Maternal Maternal Lab History: PAPP-A-otherPregnancy:-0.660 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.660 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.499 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.453 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.411 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.307 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.248 Maternal Vital: BP-otherPregnancy:0.246 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.203 Maternal Maternal Lab History: GAMMA GT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: GAMMA GT-otherPregnancy:1.000 Maternal Maternal Lab History: LDH-otherPregnancy:0.598 Maternal Maternal Lab History: PT-otherPregnancy:0.442 Maternal Maternal Lab History: INR-otherPregnancy:0.334 Maternal Maternal Lab History: eGFR-otherPregnancy:0.262 Maternal Maternal Lab History: AST-otherPregnancy:0.249 Maternal Maternal Lab History: PTT-otherPregnancy:-0.245 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:0.199 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.183 Maternal Maternal Lab History: WBC-otherPregnancy:0.165 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.396 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:-0.259 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.244 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.198 Diagnosis:9ccs234:Crush injury:0.177 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.170 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:-0.170 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.156 Maternal Maternal Procedure History:99000-postPregnancy:0.146 Diagnosis:9ccs75:Hx mental dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs75:Hx mental dx:1.000 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.176 Maternal Maternal Lab History: ALT-otherPregnancy:0.132 Diagnosis:9ccs113:Late eff CVD:0.127 Maternal Maternal Procedure History:96372-postPregnancy:0.111 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:-0.095 Maternal Maternal Procedure History:97110-postPregnancy:-0.089 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.085 Maternal Maternal Procedure History:76830-postPregnancy:0.085 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.084 Maternal Maternal Lab History: GLUCOSE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: GLUCOSE-otherPregnancy:1.000 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.308 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.279 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.278 Maternal Maternal Lab History: UIBC-postPregnancy:-0.264 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:-0.226 Maternal Vital: RR-postPregnancy:-0.201 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:-0.199 Maternal Vital: PL-otherPregnancy:0.186 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.173 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.506 Correlated most with: Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:1.000 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.371 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.357 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.352 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.313 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.290 Maternal Maternal Lab History: VLDL-postPregnancy:0.288 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.280 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.273 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.265 Maternal Maternal Lab History: 3 HOUR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: 3 HOUR-postPregnancy:1.000 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.514 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.399 Maternal Maternal Procedure History:93005-otherPregnancy:-0.320 Maternal Maternal Procedure History:93005-postPregnancy:-0.253 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.244 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:-0.235 Maternal Vital: BMI-postPregnancy:-0.222 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.205 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.202 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:1.000 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.835 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.279 Maternal Vital: Wt Change-postPregnancy:0.246 Maternal Maternal Lab History: ANION GAP-postPregnancy:0.166 Maternal Vital: BP-otherPregnancy:0.146 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.120 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.105 Maternal Maternal Procedure History:81000-otherPregnancy:-0.102 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.100 Maternal Maternal Lab History: LDL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: LDL-otherPregnancy:1.000 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.911 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.552 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.449 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.396 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.281 Diagnosis:9ccs2:Septicemia:-0.262 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.260 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.245 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.240 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:1.000 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.455 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.364 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:-0.329 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.276 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.273 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:-0.272 Maternal Maternal Lab History: FASTING-postPregnancy:0.259 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.247 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:-0.228 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.557 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.363 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.361 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.326 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.283 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.264 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.247 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.197 Diagnosis:9ccs219:Low birth wt:0.168 Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:1.000 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.212 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.173 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.144 Newborn Diagnosis:9ccs215:gu cong anom:0.128 Maternal Vital: Ht-postPregnancy:-0.101 Diagnosis:9ccs215:gu cong anom:0.099 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.096 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:-0.088 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.086 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:1.000 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.769 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.473 Maternal Maternal Procedure History:81025-otherPregnancy:0.441 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.441 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.441 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.427 Maternal Maternal Lab History: A/G-otherPregnancy:-0.409 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:-0.328 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.327 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:1.000 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.559 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.419 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.382 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.337 Maternal Maternal Lab History: LDH-postPregnancy:0.263 Maternal Maternal Lab History: LDL-otherPregnancy:-0.229 Maternal Vital: Wt-otherPregnancy:0.200 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:0.194 Maternal Vital: HR-otherPregnancy:0.193 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:1.000 Maternal Maternal Lab History: PATIENT-postPregnancy:0.471 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.451 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.442 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.425 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.329 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.307 Maternal Maternal Procedure History:90746-postPregnancy:0.290 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.283 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.282 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:1.000 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.956 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.923 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.629 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.599 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.397 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:-0.352 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.327 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.266 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.216 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.482 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.200 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.196 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:-0.177 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.173 Maternal Maternal Lab History: IRON-postPregnancy:0.172 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.165 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.140 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:-0.140 Maternal Maternal Procedure History:97014-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Procedure History:97014-postPregnancy:1.000 Maternal Maternal Procedure History:97110-postPregnancy:0.373 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.295 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.217 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.208 Maternal Maternal Lab History: A/G-otherPregnancy:-0.202 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.184 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.181 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.166 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.162 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.508 Correlated most with: Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:1.000 Maternal Maternal Lab History: TP PERIOD-otherPregnancy:0.626 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.599 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.565 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.471 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.387 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.331 Maternal Maternal Lab History: HCG-otherPregnancy:-0.276 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.270 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.265 Maternal Maternal Lab History: Varicella IgG-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: Varicella IgG-postPregnancy:1.000 Maternal Maternal Lab History: PH-postPregnancy:-0.179 Maternal Vital: RR-postPregnancy:-0.162 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.115 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.113 Maternal Vital: Wt-postPregnancy:0.110 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.099 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.099 Newborn Diagnosis:9ccs215:gu cong anom:-0.096 Diagnosis:9ccs163:Other GU dx:-0.089 Maternal Maternal Lab History: INHMOM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: INHMOM-otherPregnancy:1.000 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.955 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.775 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.756 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.736 Maternal Maternal Lab History: HCG-otherPregnancy:0.713 Maternal Maternal Lab History: INHMOM-postPregnancy:0.604 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.603 Maternal Maternal Lab History: HCG-postPregnancy:0.424 Maternal Maternal Lab History: PAPP-A-otherPregnancy:-0.402 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:1.000 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.967 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.963 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.563 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.467 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.439 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.427 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.342 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.330 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.304 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:1.000 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.577 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.535 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.438 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.418 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.351 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.349 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.264 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.238 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.221 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.630 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.565 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.511 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.460 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.373 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.349 Maternal Maternal Procedure History:87880-postPregnancy:0.308 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.276 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.273 Maternal Maternal Lab History: APF MoM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: APF MoM-otherPregnancy:1.000 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.955 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.788 Maternal Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.763 Maternal Maternal Lab History: HCG-otherPregnancy:0.709 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.688 Maternal Maternal Lab History: INHMOM-postPregnancy:0.580 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.577 Maternal Maternal Lab History: HCG-postPregnancy:0.415 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.390 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.506 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.490 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.448 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.447 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.433 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.353 Maternal Maternal Procedure History:81025-otherPregnancy:-0.343 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.317 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.307 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:1.000 Maternal Maternal Procedure History:90801-postPregnancy:0.627 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.439 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.438 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.424 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.422 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.304 Maternal Maternal Lab History: UIBC-postPregnancy:-0.301 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.265 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:-0.247 Maternal Maternal Lab History: FREE T-4-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: FREE T-4-otherPregnancy:1.000 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.605 Maternal Maternal Lab History: LDL-otherPregnancy:-0.552 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.496 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.306 Diagnosis:9ccs2:Septicemia:0.293 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.289 Newborn Diagnosis:9ccs95:Oth nerv dx:0.274 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.257 Maternal Maternal Lab History: FREE T3-postPregnancy:0.239 Maternal Maternal Lab History: FREE T3-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.490 Correlated most with: Maternal Maternal Lab History: FREE T3-postPregnancy:1.000 Maternal Maternal Lab History: FREE T-4-postPregnancy:0.446 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.409 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.285 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.271 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:-0.270 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.252 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.242 Maternal Maternal Lab History: FREE T-4-otherPregnancy:0.239 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:0.227 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:1.000 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.998 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.963 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.539 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.460 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.441 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.422 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.329 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.318 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.293 Maternal Maternal Lab History: APTT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: APTT-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.518 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.317 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.312 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:0.299 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:-0.259 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:-0.239 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.233 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.232 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.218 Maternal Maternal Procedure History:45300-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:45300-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.612 Newborn Diagnosis:9ccs95:Oth nerv dx:0.388 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.195 Maternal Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.180 Maternal Vital: Wt Change-postPregnancy:0.177 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.175 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.157 Maternal Diagnosis:9ccs59:Anemia:0.122 Diagnosis:9ccs234:Crush injury:0.106 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.318 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:-0.313 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.311 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.295 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:-0.261 Lab:306617 OCCULT BLOOD TEST (FECAL):0.249 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:-0.225 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.170 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:-0.168 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.508 Correlated most with: Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:1.000 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.998 Maternal Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.967 Maternal Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.543 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.459 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.441 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.424 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.331 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.320 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.295 Maternal Maternal Lab History: PATIENT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.506 Correlated most with: Maternal Maternal Lab History: PATIENT-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.699 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.685 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.642 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.488 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.486 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.471 Maternal Maternal Procedure History:90746-postPregnancy:0.437 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.428 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.426 Vital : 0.752574676483 Number of Visits : 0.00633324170501 MatDeliveryAge : 0.00506432772347 Maternal Maternal Lab History : 0.0828917487684 Maternal Vital : 0.0220787003618 Census : 0.077360834051 Diagnosis : 0.0242678708732 Maternal Maternal Diagnosis : 0.0089098886216 Maternal Diagnosis : 0.0100993407486 Lab : 0.00248798693692 Newborn Diagnosis : 0.00376725832506 Maternal Maternal Procedure History : 0.00416412540184 Time to run analysis 0:15:51.902089 Total Time elapsed 7:01:48.057071 ----------------------------------------------------- boys min_5 no_census lasso regression Running batch 1 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 2, alpha = 0.001, R^2 train: 0.951, R^2 test: -1.197 Bootstrap CV 2, alpha = 0.005, R^2 train: 0.823, R^2 test: -0.179 Bootstrap CV 2, alpha = 0.01, R^2 train: 0.746, R^2 test: 0.036 Bootstrap CV 2, alpha = 0.1, R^2 train: 0.339, R^2 test: 0.418 best alpha via bootstrap CV: 0.1 AUC Train: 0.794, Explained Variance Score Train: 0.339 AUC Validation: 0.896, Explained Variance Score Validation: 0.433 AUC Test: 0.765, Explained Variance Score Test: 0.286 Bootstrap CV 9, alpha = 0.001, R^2 train: 0.904, R^2 test: -1.684 Bootstrap CV 9, alpha = 0.005, R^2 train: 0.716, R^2 test: -0.093 Bootstrap CV 9, alpha = 0.01, R^2 train: 0.585, R^2 test: 0.086 Bootstrap CV 9, alpha = 0.1, R^2 train: 0.245, R^2 test: 0.160 best alpha via bootstrap CV: 0.1 AUC Train: 0.720, Explained Variance Score Train: 0.245 AUC Validation: 0.823, Explained Variance Score Validation: 0.166 AUC Test: 0.758, Explained Variance Score Test: 0.267 Bootstrap CV 4, alpha = 0.001, R^2 train: 0.911, R^2 test: -0.405 Bootstrap CV 4, alpha = 0.005, R^2 train: 0.752, R^2 test: 0.176 Bootstrap CV 4, alpha = 0.01, R^2 train: 0.643, R^2 test: 0.180 Bootstrap CV 4, alpha = 0.1, R^2 train: 0.303, R^2 test: 0.215 best alpha via bootstrap CV: 0.1 AUC Train: 0.719, Explained Variance Score Train: 0.303 AUC Validation: 0.752, Explained Variance Score Validation: 0.216 AUC Test: 0.759, Explained Variance Score Test: 0.293 Bootstrap CV 11, alpha = 0.001, R^2 train: 0.928, R^2 test: -0.625 Bootstrap CV 11, alpha = 0.005, R^2 train: 0.824, R^2 test: 0.084 Bootstrap CV 11, alpha = 0.01, R^2 train: 0.730, R^2 test: 0.275 Bootstrap CV 11, alpha = 0.1, R^2 train: 0.454, R^2 test: 0.368 best alpha via bootstrap CV: 0.1 AUC Train: 0.855, Explained Variance Score Train: 0.454 AUC Validation: 0.809, Explained Variance Score Validation: 0.371 AUC Test: 0.771, Explained Variance Score Test: 0.298 Bootstrap CV 13, alpha = 0.001, R^2 train: 0.947, R^2 test: -1.232 Bootstrap CV 13, alpha = 0.005, R^2 train: 0.812, R^2 test: -0.135 Bootstrap CV 13, alpha = 0.01, R^2 train: 0.725, R^2 test: 0.004 Bootstrap CV 13, alpha = 0.1, R^2 train: 0.360, R^2 test: 0.145 best alpha via bootstrap CV: 0.1 AUC Train: 0.852, Explained Variance Score Train: 0.360 AUC Validation: 0.642, Explained Variance Score Validation: 0.151 AUC Test: 0.754, Explained Variance Score Test: 0.299 Bootstrap CV 0, alpha = 0.001, R^2 train: 0.924, R^2 test: -0.887 Bootstrap CV 0, alpha = 0.005, R^2 train: 0.837, R^2 test: 0.035 Bootstrap CV 0, alpha = 0.01, R^2 train: 0.753, R^2 test: 0.165 Bootstrap CV 0, alpha = 0.1, R^2 train: 0.411, R^2 test: 0.333 best alpha via bootstrap CV: 0.1 AUC Train: 0.815, Explained Variance Score Train: 0.411 AUC Validation: 0.746, Explained Variance Score Validation: 0.333 AUC Test: 0.753, Explained Variance Score Test: 0.312 Bootstrap CV 1, alpha = 0.001, R^2 train: 0.914, R^2 test: -0.870 Bootstrap CV 1, alpha = 0.005, R^2 train: 0.784, R^2 test: 0.004 Bootstrap CV 1, alpha = 0.01, R^2 train: 0.701, R^2 test: 0.126 Bootstrap CV 1, alpha = 0.1, R^2 train: 0.381, R^2 test: 0.255 best alpha via bootstrap CV: 0.1 AUC Train: 0.793, Explained Variance Score Train: 0.381 AUC Validation: 0.814, Explained Variance Score Validation: 0.256 AUC Test: 0.775, Explained Variance Score Test: 0.295 Bootstrap CV 3, alpha = 0.001, R^2 train: 0.898, R^2 test: -0.987 Bootstrap CV 3, alpha = 0.005, R^2 train: 0.722, R^2 test: -0.235 Bootstrap CV 3, alpha = 0.01, R^2 train: 0.602, R^2 test: -0.110 Bootstrap CV 3, alpha = 0.1, R^2 train: 0.232, R^2 test: 0.174 best alpha via bootstrap CV: 0.1 AUC Train: 0.747, Explained Variance Score Train: 0.232 AUC Validation: 0.720, Explained Variance Score Validation: 0.186 AUC Test: 0.748, Explained Variance Score Test: 0.245 Bootstrap CV 8, alpha = 0.001, R^2 train: 0.941, R^2 test: -1.172 Bootstrap CV 8, alpha = 0.005, R^2 train: 0.809, R^2 test: -0.236 Bootstrap CV 8, alpha = 0.01, R^2 train: 0.687, R^2 test: 0.084 Bootstrap CV 8, alpha = 0.1, R^2 train: 0.220, R^2 test: 0.243 best alpha via bootstrap CV: 0.1 AUC Train: 0.774, Explained Variance Score Train: 0.220 AUC Validation: 0.770, Explained Variance Score Validation: 0.243 AUC Test: 0.755, Explained Variance Score Test: 0.251 Bootstrap CV 5, alpha = 0.001, R^2 train: 0.964, R^2 test: -1.043 Bootstrap CV 5, alpha = 0.005, R^2 train: 0.827, R^2 test: -0.141 Bootstrap CV 5, alpha = 0.01, R^2 train: 0.736, R^2 test: 0.002 Bootstrap CV 5, alpha = 0.1, R^2 train: 0.336, R^2 test: 0.233 best alpha via bootstrap CV: 0.1 AUC Train: 0.804, Explained Variance Score Train: 0.336 AUC Validation: 0.848, Explained Variance Score Validation: 0.249 AUC Test: 0.758, Explained Variance Score Test: 0.276 Bootstrap CV 14, alpha = 0.001, R^2 train: 0.969, R^2 test: -1.227 Bootstrap CV 14, alpha = 0.005, R^2 train: 0.833, R^2 test: -0.220 Bootstrap CV 14, alpha = 0.01, R^2 train: 0.709, R^2 test: -0.096 Bootstrap CV 14, alpha = 0.1, R^2 train: 0.240, R^2 test: 0.147 best alpha via bootstrap CV: 0.1 AUC Train: 0.727, Explained Variance Score Train: 0.240 AUC Validation: 0.676, Explained Variance Score Validation: 0.148 AUC Test: 0.765, Explained Variance Score Test: 0.267 Bootstrap CV 15, alpha = 0.001, R^2 train: 0.953, R^2 test: -0.675 Bootstrap CV 15, alpha = 0.005, R^2 train: 0.813, R^2 test: -0.077 Bootstrap CV 15, alpha = 0.01, R^2 train: 0.707, R^2 test: 0.073 Bootstrap CV 15, alpha = 0.1, R^2 train: 0.289, R^2 test: 0.151 best alpha via bootstrap CV: 0.1 AUC Train: 0.748, Explained Variance Score Train: 0.289 AUC Validation: 0.710, Explained Variance Score Validation: 0.154 AUC Test: 0.743, Explained Variance Score Test: 0.266 Bootstrap CV 10, alpha = 0.001, R^2 train: 0.945, R^2 test: -4.141 Bootstrap CV 10, alpha = 0.005, R^2 train: 0.783, R^2 test: -0.738 Bootstrap CV 10, alpha = 0.01, R^2 train: 0.664, R^2 test: -0.199 Bootstrap CV 10, alpha = 0.1, R^2 train: 0.380, R^2 test: 0.146 best alpha via bootstrap CV: 0.1 AUC Train: 0.819, Explained Variance Score Train: 0.380 AUC Validation: 0.735, Explained Variance Score Validation: 0.160 AUC Test: 0.756, Explained Variance Score Test: 0.312 Bootstrap CV 7, alpha = 0.001, R^2 train: 0.955, R^2 test: -1.641 Bootstrap CV 7, alpha = 0.005, R^2 train: 0.844, R^2 test: -0.415 Bootstrap CV 7, alpha = 0.01, R^2 train: 0.744, R^2 test: -0.230 Bootstrap CV 7, alpha = 0.1, R^2 train: 0.333, R^2 test: 0.113 best alpha via bootstrap CV: 0.1 AUC Train: 0.817, Explained Variance Score Train: 0.333 AUC Validation: 0.617, Explained Variance Score Validation: 0.116 AUC Test: 0.755, Explained Variance Score Test: 0.270 Bootstrap CV 12, alpha = 0.001, R^2 train: 0.915, R^2 test: -1.814 Bootstrap CV 12, alpha = 0.005, R^2 train: 0.755, R^2 test: -0.401 Bootstrap CV 12, alpha = 0.01, R^2 train: 0.653, R^2 test: -0.193 Bootstrap CV 12, alpha = 0.1, R^2 train: 0.273, R^2 test: 0.163 best alpha via bootstrap CV: 0.1 AUC Train: 0.772, Explained Variance Score Train: 0.273 AUC Validation: 0.695, Explained Variance Score Validation: 0.209 AUC Test: 0.768, Explained Variance Score Test: 0.289 Bootstrap CV 6, alpha = 0.001, R^2 train: 0.924, R^2 test: -0.932 Bootstrap CV 6, alpha = 0.005, R^2 train: 0.782, R^2 test: -0.109 Bootstrap CV 6, alpha = 0.01, R^2 train: 0.678, R^2 test: 0.027 Bootstrap CV 6, alpha = 0.1, R^2 train: 0.297, R^2 test: 0.202 best alpha via bootstrap CV: 0.1 AUC Train: 0.805, Explained Variance Score Train: 0.297 AUC Validation: 0.767, Explained Variance Score Validation: 0.213 AUC Test: 0.749, Explained Variance Score Test: 0.239 Running batch 2 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 20, alpha = 0.001, R^2 train: 0.940, R^2 test: -2.218 Bootstrap CV 20, alpha = 0.005, R^2 train: 0.742, R^2 test: -0.331 Bootstrap CV 20, alpha = 0.01, R^2 train: 0.617, R^2 test: 0.029 Bootstrap CV 20, alpha = 0.1, R^2 train: 0.209, R^2 test: 0.194 best alpha via bootstrap CV: 0.1 AUC Train: 0.758, Explained Variance Score Train: 0.209 AUC Validation: 0.700, Explained Variance Score Validation: 0.194 AUC Test: 0.772, Explained Variance Score Test: 0.226 Bootstrap CV 26, alpha = 0.001, R^2 train: 0.951, R^2 test: -1.369 Bootstrap CV 26, alpha = 0.005, R^2 train: 0.829, R^2 test: -0.449 Bootstrap CV 26, alpha = 0.01, R^2 train: 0.752, R^2 test: -0.253 Bootstrap CV 26, alpha = 0.1, R^2 train: 0.395, R^2 test: 0.060 best alpha via bootstrap CV: 0.1 AUC Train: 0.799, Explained Variance Score Train: 0.395 AUC Validation: 0.684, Explained Variance Score Validation: 0.088 AUC Test: 0.750, Explained Variance Score Test: 0.295 Bootstrap CV 28, alpha = 0.001, R^2 train: 0.928, R^2 test: -1.974 Bootstrap CV 28, alpha = 0.005, R^2 train: 0.756, R^2 test: -0.612 Bootstrap CV 28, alpha = 0.01, R^2 train: 0.652, R^2 test: -0.202 Bootstrap CV 28, alpha = 0.1, R^2 train: 0.248, R^2 test: 0.177 best alpha via bootstrap CV: 0.1 AUC Train: 0.771, Explained Variance Score Train: 0.248 AUC Validation: 0.717, Explained Variance Score Validation: 0.179 AUC Test: 0.774, Explained Variance Score Test: 0.289 Bootstrap CV 18, alpha = 0.001, R^2 train: 0.948, R^2 test: -0.481 Bootstrap CV 18, alpha = 0.005, R^2 train: 0.838, R^2 test: 0.043 Bootstrap CV 18, alpha = 0.01, R^2 train: 0.754, R^2 test: 0.187 Bootstrap CV 18, alpha = 0.1, R^2 train: 0.377, R^2 test: 0.298 best alpha via bootstrap CV: 0.1 AUC Train: 0.734, Explained Variance Score Train: 0.377 AUC Validation: 0.694, Explained Variance Score Validation: 0.314 AUC Test: 0.755, Explained Variance Score Test: 0.298 Bootstrap CV 25, alpha = 0.001, R^2 train: 0.961, R^2 test: -1.184 Bootstrap CV 25, alpha = 0.005, R^2 train: 0.803, R^2 test: 0.041 Bootstrap CV 25, alpha = 0.01, R^2 train: 0.685, R^2 test: 0.213 Bootstrap CV 25, alpha = 0.1, R^2 train: 0.365, R^2 test: 0.299 best alpha via bootstrap CV: 0.1 AUC Train: 0.770, Explained Variance Score Train: 0.365 AUC Validation: 0.821, Explained Variance Score Validation: 0.315 AUC Test: 0.750, Explained Variance Score Test: 0.288 Bootstrap CV 23, alpha = 0.001, R^2 train: 0.898, R^2 test: -1.796 Bootstrap CV 23, alpha = 0.005, R^2 train: 0.704, R^2 test: -0.041 Bootstrap CV 23, alpha = 0.01, R^2 train: 0.598, R^2 test: 0.132 Bootstrap CV 23, alpha = 0.1, R^2 train: 0.286, R^2 test: 0.294 best alpha via bootstrap CV: 0.1 AUC Train: 0.760, Explained Variance Score Train: 0.286 AUC Validation: 0.815, Explained Variance Score Validation: 0.296 AUC Test: 0.756, Explained Variance Score Test: 0.286 Bootstrap CV 27, alpha = 0.001, R^2 train: 0.962, R^2 test: -0.766 Bootstrap CV 27, alpha = 0.005, R^2 train: 0.841, R^2 test: -0.033 Bootstrap CV 27, alpha = 0.01, R^2 train: 0.724, R^2 test: 0.154 Bootstrap CV 27, alpha = 0.1, R^2 train: 0.333, R^2 test: 0.341 best alpha via bootstrap CV: 0.1 AUC Train: 0.795, Explained Variance Score Train: 0.333 AUC Validation: 0.861, Explained Variance Score Validation: 0.341 AUC Test: 0.751, Explained Variance Score Test: 0.271 Bootstrap CV 24, alpha = 0.001, R^2 train: 0.948, R^2 test: -0.738 Bootstrap CV 24, alpha = 0.005, R^2 train: 0.826, R^2 test: -0.170 Bootstrap CV 24, alpha = 0.01, R^2 train: 0.724, R^2 test: 0.037 Bootstrap CV 24, alpha = 0.1, R^2 train: 0.385, R^2 test: 0.245 best alpha via bootstrap CV: 0.1 AUC Train: 0.775, Explained Variance Score Train: 0.385 AUC Validation: 0.779, Explained Variance Score Validation: 0.252 AUC Test: 0.771, Explained Variance Score Test: 0.304 Bootstrap CV 17, alpha = 0.001, R^2 train: 0.951, R^2 test: -0.314 Bootstrap CV 17, alpha = 0.005, R^2 train: 0.776, R^2 test: 0.046 Bootstrap CV 17, alpha = 0.01, R^2 train: 0.649, R^2 test: 0.110 Bootstrap CV 17, alpha = 0.1, R^2 train: 0.176, R^2 test: 0.096 best alpha via bootstrap CV: 0.1 AUC Train: 0.702, Explained Variance Score Train: 0.176 AUC Validation: 0.664, Explained Variance Score Validation: 0.122 AUC Test: 0.757, Explained Variance Score Test: 0.197 Bootstrap CV 19, alpha = 0.001, R^2 train: 0.940, R^2 test: -1.808 Bootstrap CV 19, alpha = 0.005, R^2 train: 0.847, R^2 test: -0.556 Bootstrap CV 19, alpha = 0.01, R^2 train: 0.769, R^2 test: -0.233 Bootstrap CV 19, alpha = 0.1, R^2 train: 0.310, R^2 test: 0.208 best alpha via bootstrap CV: 0.1 AUC Train: 0.802, Explained Variance Score Train: 0.310 AUC Validation: 0.766, Explained Variance Score Validation: 0.241 AUC Test: 0.764, Explained Variance Score Test: 0.274 Bootstrap CV 29, alpha = 0.001, R^2 train: 0.958, R^2 test: -2.713 Bootstrap CV 29, alpha = 0.005, R^2 train: 0.833, R^2 test: -0.695 Bootstrap CV 29, alpha = 0.01, R^2 train: 0.744, R^2 test: -0.305 Bootstrap CV 29, alpha = 0.1, R^2 train: 0.404, R^2 test: 0.203 best alpha via bootstrap CV: 0.1 AUC Train: 0.806, Explained Variance Score Train: 0.404 AUC Validation: 0.693, Explained Variance Score Validation: 0.274 AUC Test: 0.770, Explained Variance Score Test: 0.282 Bootstrap CV 30, alpha = 0.001, R^2 train: 0.937, R^2 test: -0.470 Bootstrap CV 30, alpha = 0.005, R^2 train: 0.772, R^2 test: 0.120 Bootstrap CV 30, alpha = 0.01, R^2 train: 0.629, R^2 test: 0.157 Bootstrap CV 30, alpha = 0.1, R^2 train: 0.257, R^2 test: 0.188 best alpha via bootstrap CV: 0.1 AUC Train: 0.783, Explained Variance Score Train: 0.257 AUC Validation: 0.761, Explained Variance Score Validation: 0.220 AUC Test: 0.768, Explained Variance Score Test: 0.262 Bootstrap CV 22, alpha = 0.001, R^2 train: 0.924, R^2 test: -1.844 Bootstrap CV 22, alpha = 0.005, R^2 train: 0.820, R^2 test: -0.651 Bootstrap CV 22, alpha = 0.01, R^2 train: 0.727, R^2 test: -0.153 Bootstrap CV 22, alpha = 0.1, R^2 train: 0.283, R^2 test: 0.033 best alpha via bootstrap CV: 0.1 AUC Train: 0.766, Explained Variance Score Train: 0.283 AUC Validation: 0.662, Explained Variance Score Validation: 0.034 AUC Test: 0.737, Explained Variance Score Test: 0.265 Bootstrap CV 21, alpha = 0.001, R^2 train: 0.933, R^2 test: -0.979 Bootstrap CV 21, alpha = 0.005, R^2 train: 0.755, R^2 test: -0.125 Bootstrap CV 21, alpha = 0.01, R^2 train: 0.622, R^2 test: 0.041 Bootstrap CV 21, alpha = 0.1, R^2 train: 0.287, R^2 test: 0.214 best alpha via bootstrap CV: 0.1 AUC Train: 0.778, Explained Variance Score Train: 0.287 AUC Validation: 0.760, Explained Variance Score Validation: 0.235 AUC Test: 0.762, Explained Variance Score Test: 0.268 Bootstrap CV 31, alpha = 0.001, R^2 train: 0.939, R^2 test: -2.364 Bootstrap CV 31, alpha = 0.005, R^2 train: 0.773, R^2 test: -0.354 Bootstrap CV 31, alpha = 0.01, R^2 train: 0.635, R^2 test: -0.096 Bootstrap CV 31, alpha = 0.1, R^2 train: 0.336, R^2 test: 0.288 best alpha via bootstrap CV: 0.1 AUC Train: 0.755, Explained Variance Score Train: 0.336 AUC Validation: 0.806, Explained Variance Score Validation: 0.316 AUC Test: 0.770, Explained Variance Score Test: 0.294 Bootstrap CV 16, alpha = 0.001, R^2 train: 0.911, R^2 test: -1.623 Bootstrap CV 16, alpha = 0.005, R^2 train: 0.755, R^2 test: -0.216 Bootstrap CV 16, alpha = 0.01, R^2 train: 0.669, R^2 test: -0.062 Bootstrap CV 16, alpha = 0.1, R^2 train: 0.346, R^2 test: 0.133 best alpha via bootstrap CV: 0.1 AUC Train: 0.759, Explained Variance Score Train: 0.346 AUC Validation: 0.698, Explained Variance Score Validation: 0.146 AUC Test: 0.763, Explained Variance Score Test: 0.309 Running batch 3 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 34, alpha = 0.001, R^2 train: 0.916, R^2 test: -0.690 Bootstrap CV 34, alpha = 0.005, R^2 train: 0.759, R^2 test: -0.015 Bootstrap CV 34, alpha = 0.01, R^2 train: 0.650, R^2 test: 0.125 Bootstrap CV 34, alpha = 0.1, R^2 train: 0.278, R^2 test: 0.225 best alpha via bootstrap CV: 0.1 AUC Train: 0.774, Explained Variance Score Train: 0.278 AUC Validation: 0.713, Explained Variance Score Validation: 0.230 AUC Test: 0.763, Explained Variance Score Test: 0.271 Bootstrap CV 36, alpha = 0.001, R^2 train: 0.927, R^2 test: -1.163 Bootstrap CV 36, alpha = 0.005, R^2 train: 0.758, R^2 test: -0.176 Bootstrap CV 36, alpha = 0.01, R^2 train: 0.638, R^2 test: 0.063 Bootstrap CV 36, alpha = 0.1, R^2 train: 0.278, R^2 test: 0.196 best alpha via bootstrap CV: 0.1 AUC Train: 0.776, Explained Variance Score Train: 0.278 AUC Validation: 0.643, Explained Variance Score Validation: 0.197 AUC Test: 0.750, Explained Variance Score Test: 0.271 Bootstrap CV 42, alpha = 0.001, R^2 train: 0.867, R^2 test: -1.925 Bootstrap CV 42, alpha = 0.005, R^2 train: 0.686, R^2 test: -0.299 Bootstrap CV 42, alpha = 0.01, R^2 train: 0.545, R^2 test: -0.060 Bootstrap CV 42, alpha = 0.1, R^2 train: 0.177, R^2 test: 0.218 best alpha via bootstrap CV: 0.1 AUC Train: 0.719, Explained Variance Score Train: 0.177 AUC Validation: 0.712, Explained Variance Score Validation: 0.232 AUC Test: 0.770, Explained Variance Score Test: 0.239 Bootstrap CV 37, alpha = 0.001, R^2 train: 0.947, R^2 test: -0.735 Bootstrap CV 37, alpha = 0.005, R^2 train: 0.793, R^2 test: 0.121 Bootstrap CV 37, alpha = 0.01, R^2 train: 0.668, R^2 test: 0.237 Bootstrap CV 37, alpha = 0.1, R^2 train: 0.258, R^2 test: 0.262 best alpha via bootstrap CV: 0.1 AUC Train: 0.794, Explained Variance Score Train: 0.258 AUC Validation: 0.764, Explained Variance Score Validation: 0.265 AUC Test: 0.752, Explained Variance Score Test: 0.282 Bootstrap CV 32, alpha = 0.001, R^2 train: 0.961, R^2 test: -0.716 Bootstrap CV 32, alpha = 0.005, R^2 train: 0.868, R^2 test: -0.232 Bootstrap CV 32, alpha = 0.01, R^2 train: 0.759, R^2 test: -0.140 Bootstrap CV 32, alpha = 0.1, R^2 train: 0.408, R^2 test: 0.133 best alpha via bootstrap CV: 0.1 AUC Train: 0.785, Explained Variance Score Train: 0.408 AUC Validation: 0.693, Explained Variance Score Validation: 0.139 AUC Test: 0.774, Explained Variance Score Test: 0.324 Bootstrap CV 47, alpha = 0.001, R^2 train: 0.937, R^2 test: -0.640 Bootstrap CV 47, alpha = 0.005, R^2 train: 0.784, R^2 test: -0.026 Bootstrap CV 47, alpha = 0.01, R^2 train: 0.681, R^2 test: 0.121 Bootstrap CV 47, alpha = 0.1, R^2 train: 0.225, R^2 test: 0.278 best alpha via bootstrap CV: 0.1 AUC Train: 0.742, Explained Variance Score Train: 0.225 AUC Validation: 0.817, Explained Variance Score Validation: 0.293 AUC Test: 0.743, Explained Variance Score Test: 0.240 Bootstrap CV 41, alpha = 0.001, R^2 train: 0.887, R^2 test: -0.327 Bootstrap CV 41, alpha = 0.005, R^2 train: 0.672, R^2 test: 0.364 Bootstrap CV 41, alpha = 0.01, R^2 train: 0.522, R^2 test: 0.408 Bootstrap CV 41, alpha = 0.1, R^2 train: 0.251, R^2 test: 0.240 best alpha via bootstrap CV: 0.1 AUC Train: 0.706, Explained Variance Score Train: 0.251 AUC Validation: 0.794, Explained Variance Score Validation: 0.261 AUC Test: 0.765, Explained Variance Score Test: 0.242 Bootstrap CV 46, alpha = 0.001, R^2 train: 0.920, R^2 test: -1.260 Bootstrap CV 46, alpha = 0.005, R^2 train: 0.819, R^2 test: -0.252 Bootstrap CV 46, alpha = 0.01, R^2 train: 0.721, R^2 test: 0.119 Bootstrap CV 46, alpha = 0.1, R^2 train: 0.282, R^2 test: 0.341 best alpha via bootstrap CV: 0.1 AUC Train: 0.734, Explained Variance Score Train: 0.282 AUC Validation: 0.745, Explained Variance Score Validation: 0.341 AUC Test: 0.744, Explained Variance Score Test: 0.250 Bootstrap CV 40, alpha = 0.001, R^2 train: 0.959, R^2 test: -1.388 Bootstrap CV 40, alpha = 0.005, R^2 train: 0.831, R^2 test: -0.429 Bootstrap CV 40, alpha = 0.01, R^2 train: 0.717, R^2 test: -0.122 Bootstrap CV 40, alpha = 0.1, R^2 train: 0.375, R^2 test: 0.212 best alpha via bootstrap CV: 0.1 AUC Train: 0.835, Explained Variance Score Train: 0.375 AUC Validation: 0.733, Explained Variance Score Validation: 0.216 AUC Test: 0.768, Explained Variance Score Test: 0.295 Bootstrap CV 43, alpha = 0.001, R^2 train: 0.962, R^2 test: -2.234 Bootstrap CV 43, alpha = 0.005, R^2 train: 0.832, R^2 test: -0.322 Bootstrap CV 43, alpha = 0.01, R^2 train: 0.713, R^2 test: 0.037 Bootstrap CV 43, alpha = 0.1, R^2 train: 0.337, R^2 test: 0.331 best alpha via bootstrap CV: 0.1 AUC Train: 0.834, Explained Variance Score Train: 0.337 AUC Validation: 0.775, Explained Variance Score Validation: 0.331 AUC Test: 0.762, Explained Variance Score Test: 0.289 Bootstrap CV 39, alpha = 0.001, R^2 train: 0.965, R^2 test: -1.173 Bootstrap CV 39, alpha = 0.005, R^2 train: 0.843, R^2 test: -0.108 Bootstrap CV 39, alpha = 0.01, R^2 train: 0.738, R^2 test: 0.078 Bootstrap CV 39, alpha = 0.1, R^2 train: 0.328, R^2 test: 0.328 best alpha via bootstrap CV: 0.1 AUC Train: 0.809, Explained Variance Score Train: 0.328 AUC Validation: 0.709, Explained Variance Score Validation: 0.329 AUC Test: 0.761, Explained Variance Score Test: 0.301 Bootstrap CV 38, alpha = 0.001, R^2 train: 0.929, R^2 test: -1.444 Bootstrap CV 38, alpha = 0.005, R^2 train: 0.806, R^2 test: -0.313 Bootstrap CV 38, alpha = 0.01, R^2 train: 0.707, R^2 test: -0.114 Bootstrap CV 38, alpha = 0.1, R^2 train: 0.363, R^2 test: 0.117 best alpha via bootstrap CV: 0.1 AUC Train: 0.835, Explained Variance Score Train: 0.363 AUC Validation: 0.682, Explained Variance Score Validation: 0.156 AUC Test: 0.764, Explained Variance Score Test: 0.311 Bootstrap CV 45, alpha = 0.001, R^2 train: 0.951, R^2 test: -0.998 Bootstrap CV 45, alpha = 0.005, R^2 train: 0.768, R^2 test: 0.015 Bootstrap CV 45, alpha = 0.01, R^2 train: 0.637, R^2 test: 0.187 Bootstrap CV 45, alpha = 0.1, R^2 train: 0.242, R^2 test: 0.350 best alpha via bootstrap CV: 0.1 AUC Train: 0.812, Explained Variance Score Train: 0.242 AUC Validation: 0.833, Explained Variance Score Validation: 0.350 AUC Test: 0.754, Explained Variance Score Test: 0.259 Bootstrap CV 44, alpha = 0.001, R^2 train: 0.937, R^2 test: -1.055 Bootstrap CV 44, alpha = 0.005, R^2 train: 0.792, R^2 test: 0.025 Bootstrap CV 44, alpha = 0.01, R^2 train: 0.667, R^2 test: 0.159 Bootstrap CV 44, alpha = 0.1, R^2 train: 0.238, R^2 test: 0.233 best alpha via bootstrap CV: 0.1 AUC Train: 0.778, Explained Variance Score Train: 0.238 AUC Validation: 0.736, Explained Variance Score Validation: 0.247 AUC Test: 0.746, Explained Variance Score Test: 0.237 Bootstrap CV 33, alpha = 0.001, R^2 train: 0.917, R^2 test: -1.818 Bootstrap CV 33, alpha = 0.005, R^2 train: 0.809, R^2 test: -0.383 Bootstrap CV 33, alpha = 0.01, R^2 train: 0.733, R^2 test: -0.114 Bootstrap CV 33, alpha = 0.1, R^2 train: 0.388, R^2 test: 0.183 best alpha via bootstrap CV: 0.1 AUC Train: 0.798, Explained Variance Score Train: 0.388 AUC Validation: 0.763, Explained Variance Score Validation: 0.266 AUC Test: 0.764, Explained Variance Score Test: 0.308 Bootstrap CV 35, alpha = 0.001, R^2 train: 0.954, R^2 test: -0.562 Bootstrap CV 35, alpha = 0.005, R^2 train: 0.846, R^2 test: -0.166 Bootstrap CV 35, alpha = 0.01, R^2 train: 0.732, R^2 test: 0.037 Bootstrap CV 35, alpha = 0.1, R^2 train: 0.431, R^2 test: 0.201 best alpha via bootstrap CV: 0.1 AUC Train: 0.834, Explained Variance Score Train: 0.431 AUC Validation: 0.827, Explained Variance Score Validation: 0.218 AUC Test: 0.774, Explained Variance Score Test: 0.306 Running batch 4 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 54, alpha = 0.001, R^2 train: 0.907, R^2 test: -0.854 Bootstrap CV 54, alpha = 0.005, R^2 train: 0.766, R^2 test: -0.180 Bootstrap CV 54, alpha = 0.01, R^2 train: 0.656, R^2 test: 0.069 Bootstrap CV 54, alpha = 0.1, R^2 train: 0.315, R^2 test: 0.263 best alpha via bootstrap CV: 0.1 AUC Train: 0.755, Explained Variance Score Train: 0.315 AUC Validation: 0.848, Explained Variance Score Validation: 0.274 AUC Test: 0.768, Explained Variance Score Test: 0.297 Bootstrap CV 60, alpha = 0.001, R^2 train: 0.950, R^2 test: -2.978 Bootstrap CV 60, alpha = 0.005, R^2 train: 0.791, R^2 test: -0.553 Bootstrap CV 60, alpha = 0.01, R^2 train: 0.681, R^2 test: -0.156 Bootstrap CV 60, alpha = 0.1, R^2 train: 0.290, R^2 test: 0.231 best alpha via bootstrap CV: 0.1 AUC Train: 0.775, Explained Variance Score Train: 0.290 AUC Validation: 0.749, Explained Variance Score Validation: 0.293 AUC Test: 0.754, Explained Variance Score Test: 0.275 Bootstrap CV 57, alpha = 0.001, R^2 train: 0.919, R^2 test: -3.481 Bootstrap CV 57, alpha = 0.005, R^2 train: 0.719, R^2 test: -0.301 Bootstrap CV 57, alpha = 0.01, R^2 train: 0.608, R^2 test: 0.021 Bootstrap CV 57, alpha = 0.1, R^2 train: 0.231, R^2 test: 0.126 best alpha via bootstrap CV: 0.1 AUC Train: 0.764, Explained Variance Score Train: 0.231 AUC Validation: 0.649, Explained Variance Score Validation: 0.126 AUC Test: 0.739, Explained Variance Score Test: 0.224 Bootstrap CV 58, alpha = 0.001, R^2 train: 0.916, R^2 test: -1.505 Bootstrap CV 58, alpha = 0.005, R^2 train: 0.736, R^2 test: -0.193 Bootstrap CV 58, alpha = 0.01, R^2 train: 0.619, R^2 test: -0.107 Bootstrap CV 58, alpha = 0.1, R^2 train: 0.299, R^2 test: 0.098 best alpha via bootstrap CV: 0.1 AUC Train: 0.803, Explained Variance Score Train: 0.299 AUC Validation: 0.642, Explained Variance Score Validation: 0.099 AUC Test: 0.751, Explained Variance Score Test: 0.300 Bootstrap CV 53, alpha = 0.001, R^2 train: 0.871, R^2 test: -3.192 Bootstrap CV 53, alpha = 0.005, R^2 train: 0.628, R^2 test: -0.342 Bootstrap CV 53, alpha = 0.01, R^2 train: 0.523, R^2 test: -0.047 Bootstrap CV 53, alpha = 0.1, R^2 train: 0.222, R^2 test: 0.172 best alpha via bootstrap CV: 0.1 AUC Train: 0.795, Explained Variance Score Train: 0.222 AUC Validation: 0.834, Explained Variance Score Validation: 0.175 AUC Test: 0.772, Explained Variance Score Test: 0.269 Bootstrap CV 61, alpha = 0.001, R^2 train: 0.920, R^2 test: -4.973 Bootstrap CV 61, alpha = 0.005, R^2 train: 0.724, R^2 test: -0.630 Bootstrap CV 61, alpha = 0.01, R^2 train: 0.622, R^2 test: -0.309 Bootstrap CV 61, alpha = 0.1, R^2 train: 0.264, R^2 test: 0.116 best alpha via bootstrap CV: 0.1 AUC Train: 0.818, Explained Variance Score Train: 0.264 AUC Validation: 0.676, Explained Variance Score Validation: 0.151 AUC Test: 0.765, Explained Variance Score Test: 0.302 Bootstrap CV 63, alpha = 0.001, R^2 train: 0.882, R^2 test: -0.473 Bootstrap CV 63, alpha = 0.005, R^2 train: 0.719, R^2 test: 0.207 Bootstrap CV 63, alpha = 0.01, R^2 train: 0.611, R^2 test: 0.278 Bootstrap CV 63, alpha = 0.1, R^2 train: 0.273, R^2 test: 0.295 best alpha via bootstrap CV: 0.1 AUC Train: 0.725, Explained Variance Score Train: 0.273 AUC Validation: 0.823, Explained Variance Score Validation: 0.295 AUC Test: 0.756, Explained Variance Score Test: 0.287 Bootstrap CV 50, alpha = 0.001, R^2 train: 0.967, R^2 test: -0.543 Bootstrap CV 50, alpha = 0.005, R^2 train: 0.879, R^2 test: 0.107 Bootstrap CV 50, alpha = 0.01, R^2 train: 0.791, R^2 test: 0.238 Bootstrap CV 50, alpha = 0.1, R^2 train: 0.483, R^2 test: 0.240 best alpha via bootstrap CV: 0.1 AUC Train: 0.851, Explained Variance Score Train: 0.483 AUC Validation: 0.644, Explained Variance Score Validation: 0.243 AUC Test: 0.764, Explained Variance Score Test: 0.299 Bootstrap CV 52, alpha = 0.001, R^2 train: 0.924, R^2 test: -1.396 Bootstrap CV 52, alpha = 0.005, R^2 train: 0.758, R^2 test: -0.082 Bootstrap CV 52, alpha = 0.01, R^2 train: 0.630, R^2 test: 0.026 Bootstrap CV 52, alpha = 0.1, R^2 train: 0.238, R^2 test: 0.225 best alpha via bootstrap CV: 0.1 AUC Train: 0.739, Explained Variance Score Train: 0.238 AUC Validation: 0.745, Explained Variance Score Validation: 0.244 AUC Test: 0.772, Explained Variance Score Test: 0.295 Bootstrap CV 55, alpha = 0.001, R^2 train: 0.912, R^2 test: -2.375 Bootstrap CV 55, alpha = 0.005, R^2 train: 0.713, R^2 test: -0.184 Bootstrap CV 55, alpha = 0.01, R^2 train: 0.595, R^2 test: 0.036 Bootstrap CV 55, alpha = 0.1, R^2 train: 0.250, R^2 test: 0.343 best alpha via bootstrap CV: 0.1 AUC Train: 0.769, Explained Variance Score Train: 0.250 AUC Validation: 0.796, Explained Variance Score Validation: 0.343 AUC Test: 0.762, Explained Variance Score Test: 0.288 Bootstrap CV 48, alpha = 0.001, R^2 train: 0.929, R^2 test: -1.758 Bootstrap CV 48, alpha = 0.005, R^2 train: 0.790, R^2 test: -0.311 Bootstrap CV 48, alpha = 0.01, R^2 train: 0.686, R^2 test: 0.059 Bootstrap CV 48, alpha = 0.1, R^2 train: 0.301, R^2 test: 0.323 best alpha via bootstrap CV: 0.1 AUC Train: 0.760, Explained Variance Score Train: 0.301 AUC Validation: 0.797, Explained Variance Score Validation: 0.348 AUC Test: 0.760, Explained Variance Score Test: 0.297 Bootstrap CV 51, alpha = 0.001, R^2 train: 0.890, R^2 test: -1.112 Bootstrap CV 51, alpha = 0.005, R^2 train: 0.711, R^2 test: 0.045 Bootstrap CV 51, alpha = 0.01, R^2 train: 0.597, R^2 test: 0.113 Bootstrap CV 51, alpha = 0.1, R^2 train: 0.241, R^2 test: 0.219 best alpha via bootstrap CV: 0.1 AUC Train: 0.787, Explained Variance Score Train: 0.241 AUC Validation: 0.725, Explained Variance Score Validation: 0.227 AUC Test: 0.765, Explained Variance Score Test: 0.278 Bootstrap CV 49, alpha = 0.001, R^2 train: 0.931, R^2 test: -3.562 Bootstrap CV 49, alpha = 0.005, R^2 train: 0.719, R^2 test: -0.565 Bootstrap CV 49, alpha = 0.01, R^2 train: 0.567, R^2 test: -0.051 Bootstrap CV 49, alpha = 0.1, R^2 train: 0.222, R^2 test: 0.252 best alpha via bootstrap CV: 0.1 AUC Train: 0.716, Explained Variance Score Train: 0.222 AUC Validation: 0.770, Explained Variance Score Validation: 0.258 AUC Test: 0.762, Explained Variance Score Test: 0.275 Bootstrap CV 62, alpha = 0.001, R^2 train: 0.882, R^2 test: -0.854 Bootstrap CV 62, alpha = 0.005, R^2 train: 0.707, R^2 test: -0.083 Bootstrap CV 62, alpha = 0.01, R^2 train: 0.570, R^2 test: 0.171 Bootstrap CV 62, alpha = 0.1, R^2 train: 0.236, R^2 test: 0.257 best alpha via bootstrap CV: 0.1 AUC Train: 0.777, Explained Variance Score Train: 0.236 AUC Validation: 0.849, Explained Variance Score Validation: 0.257 AUC Test: 0.772, Explained Variance Score Test: 0.285 Bootstrap CV 56, alpha = 0.001, R^2 train: 0.946, R^2 test: -1.856 Bootstrap CV 56, alpha = 0.005, R^2 train: 0.802, R^2 test: -0.636 Bootstrap CV 56, alpha = 0.01, R^2 train: 0.712, R^2 test: -0.330 Bootstrap CV 56, alpha = 0.1, R^2 train: 0.337, R^2 test: 0.180 best alpha via bootstrap CV: 0.1 AUC Train: 0.752, Explained Variance Score Train: 0.337 AUC Validation: 0.753, Explained Variance Score Validation: 0.181 AUC Test: 0.766, Explained Variance Score Test: 0.312 Bootstrap CV 59, alpha = 0.001, R^2 train: 0.955, R^2 test: -0.794 Bootstrap CV 59, alpha = 0.005, R^2 train: 0.818, R^2 test: -0.013 Bootstrap CV 59, alpha = 0.01, R^2 train: 0.700, R^2 test: 0.178 Bootstrap CV 59, alpha = 0.1, R^2 train: 0.359, R^2 test: 0.273 best alpha via bootstrap CV: 0.1 AUC Train: 0.752, Explained Variance Score Train: 0.359 AUC Validation: 0.777, Explained Variance Score Validation: 0.273 AUC Test: 0.760, Explained Variance Score Test: 0.281 Running batch 5 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 73, alpha = 0.001, R^2 train: 0.919, R^2 test: -1.189 Bootstrap CV 73, alpha = 0.005, R^2 train: 0.726, R^2 test: 0.144 Bootstrap CV 73, alpha = 0.01, R^2 train: 0.603, R^2 test: 0.214 Bootstrap CV 73, alpha = 0.1, R^2 train: 0.303, R^2 test: 0.242 best alpha via bootstrap CV: 0.1 AUC Train: 0.839, Explained Variance Score Train: 0.303 AUC Validation: 0.804, Explained Variance Score Validation: 0.252 AUC Test: 0.767, Explained Variance Score Test: 0.277 Bootstrap CV 74, alpha = 0.001, R^2 train: 0.920, R^2 test: -1.753 Bootstrap CV 74, alpha = 0.005, R^2 train: 0.768, R^2 test: -0.192 Bootstrap CV 74, alpha = 0.01, R^2 train: 0.669, R^2 test: 0.021 Bootstrap CV 74, alpha = 0.1, R^2 train: 0.397, R^2 test: 0.122 best alpha via bootstrap CV: 0.1 AUC Train: 0.791, Explained Variance Score Train: 0.397 AUC Validation: 0.761, Explained Variance Score Validation: 0.122 AUC Test: 0.768, Explained Variance Score Test: 0.308 Bootstrap CV 69, alpha = 0.001, R^2 train: 0.950, R^2 test: -2.480 Bootstrap CV 69, alpha = 0.005, R^2 train: 0.788, R^2 test: -0.441 Bootstrap CV 69, alpha = 0.01, R^2 train: 0.683, R^2 test: -0.150 Bootstrap CV 69, alpha = 0.1, R^2 train: 0.394, R^2 test: 0.181 best alpha via bootstrap CV: 0.1 AUC Train: 0.820, Explained Variance Score Train: 0.394 AUC Validation: 0.647, Explained Variance Score Validation: 0.212 AUC Test: 0.768, Explained Variance Score Test: 0.313 Bootstrap CV 67, alpha = 0.001, R^2 train: 0.886, R^2 test: -1.342 Bootstrap CV 67, alpha = 0.005, R^2 train: 0.666, R^2 test: 0.055 Bootstrap CV 67, alpha = 0.01, R^2 train: 0.511, R^2 test: 0.168 Bootstrap CV 67, alpha = 0.1, R^2 train: 0.191, R^2 test: 0.146 best alpha via bootstrap CV: 0.1 AUC Train: 0.710, Explained Variance Score Train: 0.191 AUC Validation: 0.770, Explained Variance Score Validation: 0.178 AUC Test: 0.749, Explained Variance Score Test: 0.230 Bootstrap CV 77, alpha = 0.001, R^2 train: 0.880, R^2 test: -4.583 Bootstrap CV 77, alpha = 0.005, R^2 train: 0.693, R^2 test: -1.038 Bootstrap CV 77, alpha = 0.01, R^2 train: 0.562, R^2 test: -0.362 Bootstrap CV 77, alpha = 0.1, R^2 train: 0.230, R^2 test: 0.167 best alpha via bootstrap CV: 0.1 AUC Train: 0.822, Explained Variance Score Train: 0.230 AUC Validation: 0.707, Explained Variance Score Validation: 0.168 AUC Test: 0.766, Explained Variance Score Test: 0.273 Bootstrap CV 76, alpha = 0.001, R^2 train: 0.909, R^2 test: -0.972 Bootstrap CV 76, alpha = 0.005, R^2 train: 0.752, R^2 test: -0.064 Bootstrap CV 76, alpha = 0.01, R^2 train: 0.630, R^2 test: 0.103 Bootstrap CV 76, alpha = 0.1, R^2 train: 0.280, R^2 test: 0.234 best alpha via bootstrap CV: 0.1 AUC Train: 0.768, Explained Variance Score Train: 0.280 AUC Validation: 0.762, Explained Variance Score Validation: 0.235 AUC Test: 0.760, Explained Variance Score Test: 0.279 Bootstrap CV 66, alpha = 0.001, R^2 train: 0.950, R^2 test: -0.215 Bootstrap CV 66, alpha = 0.005, R^2 train: 0.806, R^2 test: 0.206 Bootstrap CV 66, alpha = 0.01, R^2 train: 0.662, R^2 test: 0.287 Bootstrap CV 66, alpha = 0.1, R^2 train: 0.337, R^2 test: 0.252 best alpha via bootstrap CV: 0.1 AUC Train: 0.810, Explained Variance Score Train: 0.337 AUC Validation: 0.849, Explained Variance Score Validation: 0.256 AUC Test: 0.771, Explained Variance Score Test: 0.284 Bootstrap CV 72, alpha = 0.001, R^2 train: 0.951, R^2 test: -0.539 Bootstrap CV 72, alpha = 0.005, R^2 train: 0.817, R^2 test: 0.115 Bootstrap CV 72, alpha = 0.01, R^2 train: 0.704, R^2 test: 0.198 Bootstrap CV 72, alpha = 0.1, R^2 train: 0.333, R^2 test: 0.344 best alpha via bootstrap CV: 0.1 AUC Train: 0.734, Explained Variance Score Train: 0.333 AUC Validation: 0.851, Explained Variance Score Validation: 0.353 AUC Test: 0.743, Explained Variance Score Test: 0.250 Bootstrap CV 78, alpha = 0.001, R^2 train: 0.927, R^2 test: -0.629 Bootstrap CV 78, alpha = 0.005, R^2 train: 0.778, R^2 test: -0.050 Bootstrap CV 78, alpha = 0.01, R^2 train: 0.691, R^2 test: 0.104 Bootstrap CV 78, alpha = 0.1, R^2 train: 0.383, R^2 test: 0.244 best alpha via bootstrap CV: 0.1 AUC Train: 0.795, Explained Variance Score Train: 0.383 AUC Validation: 0.800, Explained Variance Score Validation: 0.258 AUC Test: 0.760, Explained Variance Score Test: 0.296 Bootstrap CV 79, alpha = 0.001, R^2 train: 0.956, R^2 test: -1.113 Bootstrap CV 79, alpha = 0.005, R^2 train: 0.808, R^2 test: -0.264 Bootstrap CV 79, alpha = 0.01, R^2 train: 0.697, R^2 test: -0.018 Bootstrap CV 79, alpha = 0.1, R^2 train: 0.271, R^2 test: 0.278 best alpha via bootstrap CV: 0.1 AUC Train: 0.765, Explained Variance Score Train: 0.271 AUC Validation: 0.749, Explained Variance Score Validation: 0.282 AUC Test: 0.768, Explained Variance Score Test: 0.313 Bootstrap CV 75, alpha = 0.001, R^2 train: 0.967, R^2 test: -0.303 Bootstrap CV 75, alpha = 0.005, R^2 train: 0.868, R^2 test: 0.002 Bootstrap CV 75, alpha = 0.01, R^2 train: 0.777, R^2 test: 0.126 Bootstrap CV 75, alpha = 0.1, R^2 train: 0.424, R^2 test: 0.262 best alpha via bootstrap CV: 0.1 AUC Train: 0.826, Explained Variance Score Train: 0.424 AUC Validation: 0.782, Explained Variance Score Validation: 0.266 AUC Test: 0.750, Explained Variance Score Test: 0.298 Bootstrap CV 65, alpha = 0.001, R^2 train: 0.886, R^2 test: -1.951 Bootstrap CV 65, alpha = 0.005, R^2 train: 0.732, R^2 test: -0.319 Bootstrap CV 65, alpha = 0.01, R^2 train: 0.643, R^2 test: -0.023 Bootstrap CV 65, alpha = 0.1, R^2 train: 0.320, R^2 test: 0.099 best alpha via bootstrap CV: 0.1 AUC Train: 0.777, Explained Variance Score Train: 0.320 AUC Validation: 0.645, Explained Variance Score Validation: 0.105 AUC Test: 0.776, Explained Variance Score Test: 0.286 Bootstrap CV 68, alpha = 0.001, R^2 train: 0.962, R^2 test: -0.996 Bootstrap CV 68, alpha = 0.005, R^2 train: 0.792, R^2 test: -0.193 Bootstrap CV 68, alpha = 0.01, R^2 train: 0.657, R^2 test: 0.027 Bootstrap CV 68, alpha = 0.1, R^2 train: 0.276, R^2 test: 0.263 best alpha via bootstrap CV: 0.1 AUC Train: 0.789, Explained Variance Score Train: 0.276 AUC Validation: 0.828, Explained Variance Score Validation: 0.263 AUC Test: 0.761, Explained Variance Score Test: 0.285 Bootstrap CV 70, alpha = 0.001, R^2 train: 0.926, R^2 test: -0.327 Bootstrap CV 70, alpha = 0.005, R^2 train: 0.776, R^2 test: 0.119 Bootstrap CV 70, alpha = 0.01, R^2 train: 0.681, R^2 test: 0.239 Bootstrap CV 70, alpha = 0.1, R^2 train: 0.353, R^2 test: 0.334 best alpha via bootstrap CV: 0.1 AUC Train: 0.765, Explained Variance Score Train: 0.353 AUC Validation: 0.898, Explained Variance Score Validation: 0.348 AUC Test: 0.764, Explained Variance Score Test: 0.296 Bootstrap CV 71, alpha = 0.001, R^2 train: 0.959, R^2 test: -2.277 Bootstrap CV 71, alpha = 0.005, R^2 train: 0.832, R^2 test: -0.318 Bootstrap CV 71, alpha = 0.01, R^2 train: 0.706, R^2 test: 0.116 Bootstrap CV 71, alpha = 0.1, R^2 train: 0.295, R^2 test: 0.210 best alpha via bootstrap CV: 0.1 AUC Train: 0.733, Explained Variance Score Train: 0.295 AUC Validation: 0.739, Explained Variance Score Validation: 0.211 AUC Test: 0.770, Explained Variance Score Test: 0.312 Bootstrap CV 64, alpha = 0.001, R^2 train: 0.946, R^2 test: -0.250 Bootstrap CV 64, alpha = 0.005, R^2 train: 0.794, R^2 test: 0.178 Bootstrap CV 64, alpha = 0.01, R^2 train: 0.665, R^2 test: 0.246 Bootstrap CV 64, alpha = 0.1, R^2 train: 0.291, R^2 test: 0.228 best alpha via bootstrap CV: 0.1 AUC Train: 0.748, Explained Variance Score Train: 0.291 AUC Validation: 0.797, Explained Variance Score Validation: 0.234 AUC Test: 0.775, Explained Variance Score Test: 0.289 Running batch 6 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 91, alpha = 0.001, R^2 train: 0.919, R^2 test: -1.791 Bootstrap CV 91, alpha = 0.005, R^2 train: 0.752, R^2 test: -0.254 Bootstrap CV 91, alpha = 0.01, R^2 train: 0.617, R^2 test: 0.054 Bootstrap CV 91, alpha = 0.1, R^2 train: 0.249, R^2 test: 0.236 best alpha via bootstrap CV: 0.1 AUC Train: 0.711, Explained Variance Score Train: 0.249 AUC Validation: 0.764, Explained Variance Score Validation: 0.244 AUC Test: 0.776, Explained Variance Score Test: 0.281 Bootstrap CV 81, alpha = 0.001, R^2 train: 0.959, R^2 test: -0.420 Bootstrap CV 81, alpha = 0.005, R^2 train: 0.811, R^2 test: -0.001 Bootstrap CV 81, alpha = 0.01, R^2 train: 0.716, R^2 test: 0.132 Bootstrap CV 81, alpha = 0.1, R^2 train: 0.348, R^2 test: 0.293 best alpha via bootstrap CV: 0.1 AUC Train: 0.788, Explained Variance Score Train: 0.348 AUC Validation: 0.870, Explained Variance Score Validation: 0.305 AUC Test: 0.778, Explained Variance Score Test: 0.298 Bootstrap CV 85, alpha = 0.001, R^2 train: 0.971, R^2 test: -1.817 Bootstrap CV 85, alpha = 0.005, R^2 train: 0.830, R^2 test: -0.613 Bootstrap CV 85, alpha = 0.01, R^2 train: 0.716, R^2 test: -0.270 Bootstrap CV 85, alpha = 0.1, R^2 train: 0.342, R^2 test: 0.075 best alpha via bootstrap CV: 0.1 AUC Train: 0.811, Explained Variance Score Train: 0.342 AUC Validation: 0.703, Explained Variance Score Validation: 0.087 AUC Test: 0.754, Explained Variance Score Test: 0.288 Bootstrap CV 88, alpha = 0.001, R^2 train: 0.933, R^2 test: -1.409 Bootstrap CV 88, alpha = 0.005, R^2 train: 0.716, R^2 test: 0.099 Bootstrap CV 88, alpha = 0.01, R^2 train: 0.595, R^2 test: 0.220 Bootstrap CV 88, alpha = 0.1, R^2 train: 0.291, R^2 test: 0.303 best alpha via bootstrap CV: 0.1 AUC Train: 0.782, Explained Variance Score Train: 0.291 AUC Validation: 0.822, Explained Variance Score Validation: 0.311 AUC Test: 0.758, Explained Variance Score Test: 0.281 Bootstrap CV 93, alpha = 0.001, R^2 train: 0.933, R^2 test: -0.715 Bootstrap CV 93, alpha = 0.005, R^2 train: 0.799, R^2 test: -0.069 Bootstrap CV 93, alpha = 0.01, R^2 train: 0.650, R^2 test: 0.182 Bootstrap CV 93, alpha = 0.1, R^2 train: 0.220, R^2 test: 0.280 best alpha via bootstrap CV: 0.1 AUC Train: 0.742, Explained Variance Score Train: 0.220 AUC Validation: 0.802, Explained Variance Score Validation: 0.281 AUC Test: 0.767, Explained Variance Score Test: 0.274 Bootstrap CV 83, alpha = 0.001, R^2 train: 0.933, R^2 test: -1.347 Bootstrap CV 83, alpha = 0.005, R^2 train: 0.758, R^2 test: -0.106 Bootstrap CV 83, alpha = 0.01, R^2 train: 0.628, R^2 test: 0.105 Bootstrap CV 83, alpha = 0.1, R^2 train: 0.264, R^2 test: 0.222 best alpha via bootstrap CV: 0.1 AUC Train: 0.760, Explained Variance Score Train: 0.264 AUC Validation: 0.729, Explained Variance Score Validation: 0.241 AUC Test: 0.765, Explained Variance Score Test: 0.266 Bootstrap CV 92, alpha = 0.001, R^2 train: 0.915, R^2 test: -1.529 Bootstrap CV 92, alpha = 0.005, R^2 train: 0.786, R^2 test: -0.161 Bootstrap CV 92, alpha = 0.01, R^2 train: 0.683, R^2 test: 0.108 Bootstrap CV 92, alpha = 0.1, R^2 train: 0.334, R^2 test: 0.332 best alpha via bootstrap CV: 0.1 AUC Train: 0.767, Explained Variance Score Train: 0.334 AUC Validation: 0.786, Explained Variance Score Validation: 0.350 AUC Test: 0.753, Explained Variance Score Test: 0.280 Bootstrap CV 94, alpha = 0.001, R^2 train: 0.948, R^2 test: -0.990 Bootstrap CV 94, alpha = 0.005, R^2 train: 0.760, R^2 test: 0.041 Bootstrap CV 94, alpha = 0.01, R^2 train: 0.628, R^2 test: 0.127 Bootstrap CV 94, alpha = 0.1, R^2 train: 0.320, R^2 test: 0.301 best alpha via bootstrap CV: 0.1 AUC Train: 0.782, Explained Variance Score Train: 0.320 AUC Validation: 0.786, Explained Variance Score Validation: 0.303 AUC Test: 0.746, Explained Variance Score Test: 0.270 Bootstrap CV 87, alpha = 0.001, R^2 train: 0.933, R^2 test: -0.827 Bootstrap CV 87, alpha = 0.005, R^2 train: 0.809, R^2 test: -0.044 Bootstrap CV 87, alpha = 0.01, R^2 train: 0.699, R^2 test: 0.047 Bootstrap CV 87, alpha = 0.1, R^2 train: 0.303, R^2 test: 0.184 best alpha via bootstrap CV: 0.1 AUC Train: 0.775, Explained Variance Score Train: 0.303 AUC Validation: 0.666, Explained Variance Score Validation: 0.212 AUC Test: 0.752, Explained Variance Score Test: 0.288 Bootstrap CV 89, alpha = 0.001, R^2 train: 0.899, R^2 test: -0.451 Bootstrap CV 89, alpha = 0.005, R^2 train: 0.758, R^2 test: 0.202 Bootstrap CV 89, alpha = 0.01, R^2 train: 0.651, R^2 test: 0.272 Bootstrap CV 89, alpha = 0.1, R^2 train: 0.391, R^2 test: 0.342 best alpha via bootstrap CV: 0.1 AUC Train: 0.769, Explained Variance Score Train: 0.391 AUC Validation: 0.796, Explained Variance Score Validation: 0.363 AUC Test: 0.758, Explained Variance Score Test: 0.296 Bootstrap CV 95, alpha = 0.001, R^2 train: 0.956, R^2 test: -1.402 Bootstrap CV 95, alpha = 0.005, R^2 train: 0.818, R^2 test: -0.288 Bootstrap CV 95, alpha = 0.01, R^2 train: 0.707, R^2 test: 0.042 Bootstrap CV 95, alpha = 0.1, R^2 train: 0.396, R^2 test: 0.292 best alpha via bootstrap CV: 0.1 AUC Train: 0.816, Explained Variance Score Train: 0.396 AUC Validation: 0.749, Explained Variance Score Validation: 0.292 AUC Test: 0.767, Explained Variance Score Test: 0.295 Bootstrap CV 86, alpha = 0.001, R^2 train: 0.891, R^2 test: -1.312 Bootstrap CV 86, alpha = 0.005, R^2 train: 0.784, R^2 test: -0.551 Bootstrap CV 86, alpha = 0.01, R^2 train: 0.698, R^2 test: -0.274 Bootstrap CV 86, alpha = 0.1, R^2 train: 0.306, R^2 test: 0.095 best alpha via bootstrap CV: 0.1 AUC Train: 0.823, Explained Variance Score Train: 0.306 AUC Validation: 0.693, Explained Variance Score Validation: 0.095 AUC Test: 0.745, Explained Variance Score Test: 0.244 Bootstrap CV 84, alpha = 0.001, R^2 train: 0.927, R^2 test: -0.247 Bootstrap CV 84, alpha = 0.005, R^2 train: 0.785, R^2 test: 0.202 Bootstrap CV 84, alpha = 0.01, R^2 train: 0.643, R^2 test: 0.358 Bootstrap CV 84, alpha = 0.1, R^2 train: 0.279, R^2 test: 0.271 best alpha via bootstrap CV: 0.1 AUC Train: 0.798, Explained Variance Score Train: 0.279 AUC Validation: 0.836, Explained Variance Score Validation: 0.271 AUC Test: 0.766, Explained Variance Score Test: 0.286 Bootstrap CV 82, alpha = 0.001, R^2 train: 0.881, R^2 test: -3.078 Bootstrap CV 82, alpha = 0.005, R^2 train: 0.741, R^2 test: -0.560 Bootstrap CV 82, alpha = 0.01, R^2 train: 0.652, R^2 test: -0.211 Bootstrap CV 82, alpha = 0.1, R^2 train: 0.339, R^2 test: 0.191 best alpha via bootstrap CV: 0.1 AUC Train: 0.844, Explained Variance Score Train: 0.339 AUC Validation: 0.684, Explained Variance Score Validation: 0.193 AUC Test: 0.762, Explained Variance Score Test: 0.312 Bootstrap CV 90, alpha = 0.001, R^2 train: 0.946, R^2 test: -2.746 Bootstrap CV 90, alpha = 0.005, R^2 train: 0.822, R^2 test: -1.047 Bootstrap CV 90, alpha = 0.01, R^2 train: 0.726, R^2 test: -0.539 Bootstrap CV 90, alpha = 0.1, R^2 train: 0.276, R^2 test: 0.223 best alpha via bootstrap CV: 0.1 AUC Train: 0.728, Explained Variance Score Train: 0.276 AUC Validation: 0.766, Explained Variance Score Validation: 0.224 AUC Test: 0.777, Explained Variance Score Test: 0.294 Bootstrap CV 80, alpha = 0.001, R^2 train: 0.916, R^2 test: -1.269 Bootstrap CV 80, alpha = 0.005, R^2 train: 0.710, R^2 test: 0.195 Bootstrap CV 80, alpha = 0.01, R^2 train: 0.604, R^2 test: 0.235 Bootstrap CV 80, alpha = 0.1, R^2 train: 0.320, R^2 test: 0.268 best alpha via bootstrap CV: 0.1 AUC Train: 0.785, Explained Variance Score Train: 0.320 AUC Validation: 0.826, Explained Variance Score Validation: 0.268 AUC Test: 0.755, Explained Variance Score Test: 0.299 Running batch 7 of 7 with 4 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 97, alpha = 0.001, R^2 train: 0.953, R^2 test: -1.177 Bootstrap CV 97, alpha = 0.005, R^2 train: 0.785, R^2 test: -0.069 Bootstrap CV 97, alpha = 0.01, R^2 train: 0.673, R^2 test: 0.126 Bootstrap CV 97, alpha = 0.1, R^2 train: 0.332, R^2 test: 0.223 best alpha via bootstrap CV: 0.1 AUC Train: 0.791, Explained Variance Score Train: 0.332 AUC Validation: 0.768, Explained Variance Score Validation: 0.224 AUC Test: 0.770, Explained Variance Score Test: 0.301 Bootstrap CV 99, alpha = 0.001, R^2 train: 0.949, R^2 test: -1.238 Bootstrap CV 99, alpha = 0.005, R^2 train: 0.794, R^2 test: -0.284 Bootstrap CV 99, alpha = 0.01, R^2 train: 0.661, R^2 test: -0.076 Bootstrap CV 99, alpha = 0.1, R^2 train: 0.270, R^2 test: 0.070 best alpha via bootstrap CV: 0.1 AUC Train: 0.743, Explained Variance Score Train: 0.270 AUC Validation: 0.624, Explained Variance Score Validation: 0.115 AUC Test: 0.770, Explained Variance Score Test: 0.282 Bootstrap CV 98, alpha = 0.001, R^2 train: 0.962, R^2 test: -2.379 Bootstrap CV 98, alpha = 0.005, R^2 train: 0.831, R^2 test: -0.478 Bootstrap CV 98, alpha = 0.01, R^2 train: 0.691, R^2 test: -0.094 Bootstrap CV 98, alpha = 0.1, R^2 train: 0.237, R^2 test: 0.127 best alpha via bootstrap CV: 0.1 AUC Train: 0.751, Explained Variance Score Train: 0.237 AUC Validation: 0.644, Explained Variance Score Validation: 0.127 AUC Test: 0.735, Explained Variance Score Test: 0.240 Bootstrap CV 96, alpha = 0.001, R^2 train: 0.958, R^2 test: -1.489 Bootstrap CV 96, alpha = 0.005, R^2 train: 0.822, R^2 test: -0.218 Bootstrap CV 96, alpha = 0.01, R^2 train: 0.719, R^2 test: -0.039 Bootstrap CV 96, alpha = 0.1, R^2 train: 0.174, R^2 test: 0.183 best alpha via bootstrap CV: 0.1 AUC Train: 0.728, Explained Variance Score Train: 0.174 AUC Validation: 0.689, Explained Variance Score Validation: 0.183 AUC Test: 0.757, Explained Variance Score Test: 0.224 total Variables 328 and total subjects: 1751 ->AUC validation: 0.753 95% CI: [0.740 , 0.766] ->AUC test: 0.761 95% CI: [0.759 , 0.763] ->R^2 validation: 0.235 95% CI: [0.220 , 0.250] ->R^2 test: 0.280 95% CI: [0.276 , 0.285] ->Explained Variance validation: 0.223 95% CI: [0.208 , 0.238] ->Explained Variance test: 0.277 95% CI: [0.272 , 0.282] Test set metrics: @threshold:0.859, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:0.572, sens:0.048, spec:1.000, ppv:1.000, acc:0.774, f1:0.092, mcc:0.000, total+:4, total-:346 @threshold:0.522, sens:0.060, spec:1.000, ppv:1.000, acc:0.777, f1:0.114, mcc:0.000, total+:5, total-:345 @threshold:0.518, sens:0.060, spec:0.996, ppv:0.833, acc:0.774, f1:0.112, mcc:0.211, total+:6, total-:344 @threshold:0.503, sens:0.072, spec:0.993, ppv:0.750, acc:0.774, f1:0.132, mcc:0.105, total+:8, total-:342 @threshold:0.468, sens:0.108, spec:0.989, ppv:0.750, acc:0.780, f1:0.189, mcc:0.086, total+:12, total-:338 @threshold:0.450, sens:0.120, spec:0.985, ppv:0.714, acc:0.780, f1:0.206, mcc:0.065, total+:14, total-:336 @threshold:0.437, sens:0.120, spec:0.981, ppv:0.667, acc:0.777, f1:0.204, mcc:0.049, total+:15, total-:335 @threshold:0.422, sens:0.133, spec:0.981, ppv:0.688, acc:0.780, f1:0.222, mcc:0.053, total+:16, total-:334 @threshold:0.410, sens:0.133, spec:0.978, ppv:0.647, acc:0.777, f1:0.220, mcc:0.041, total+:17, total-:333 @threshold:0.376, sens:0.145, spec:0.974, ppv:0.632, acc:0.777, f1:0.235, mcc:0.036, total+:19, total-:331 @threshold:0.355, sens:0.157, spec:0.970, ppv:0.619, acc:0.777, f1:0.250, mcc:0.032, total+:21, total-:329 @threshold:0.340, sens:0.169, spec:0.966, ppv:0.609, acc:0.777, f1:0.264, mcc:0.029, total+:23, total-:327 @threshold:0.339, sens:0.169, spec:0.963, ppv:0.583, acc:0.774, f1:0.262, mcc:0.025, total+:24, total-:326 @threshold:0.322, sens:0.181, spec:0.955, ppv:0.556, acc:0.771, f1:0.273, mcc:0.021, total+:27, total-:323 @threshold:0.291, sens:0.229, spec:0.951, ppv:0.594, acc:0.780, f1:0.330, mcc:0.023, total+:32, total-:318 @threshold:0.287, sens:0.241, spec:0.951, ppv:0.606, acc:0.783, f1:0.345, mcc:0.025, total+:33, total-:317 @threshold:0.281, sens:0.241, spec:0.948, ppv:0.588, acc:0.780, f1:0.342, mcc:0.022, total+:34, total-:316 @threshold:0.268, sens:0.253, spec:0.948, ppv:0.600, acc:0.783, f1:0.356, mcc:0.023, total+:35, total-:315 @threshold:0.259, sens:0.253, spec:0.944, ppv:0.583, acc:0.780, f1:0.353, mcc:0.021, total+:36, total-:314 @threshold:0.253, sens:0.265, spec:0.944, ppv:0.595, acc:0.783, f1:0.367, mcc:0.022, total+:37, total-:313 @threshold:0.244, sens:0.289, spec:0.940, ppv:0.600, acc:0.786, f1:0.390, mcc:0.022, total+:40, total-:310 @threshold:0.239, sens:0.301, spec:0.936, ppv:0.595, acc:0.786, f1:0.400, mcc:0.021, total+:42, total-:308 @threshold:0.235, sens:0.301, spec:0.933, ppv:0.581, acc:0.783, f1:0.397, mcc:0.019, total+:43, total-:307 @threshold:0.218, sens:0.313, spec:0.925, ppv:0.565, acc:0.780, f1:0.403, mcc:0.017, total+:46, total-:304 @threshold:0.213, sens:0.325, spec:0.921, ppv:0.562, acc:0.780, f1:0.412, mcc:0.017, total+:48, total-:302 @threshold:0.212, sens:0.337, spec:0.921, ppv:0.571, acc:0.783, f1:0.424, mcc:0.017, total+:49, total-:301 @threshold:0.193, sens:0.337, spec:0.918, ppv:0.560, acc:0.780, f1:0.421, mcc:0.016, total+:50, total-:300 @threshold:0.193, sens:0.349, spec:0.918, ppv:0.569, acc:0.783, f1:0.433, mcc:0.017, total+:51, total-:299 @threshold:0.188, sens:0.373, spec:0.914, ppv:0.574, acc:0.786, f1:0.453, mcc:0.017, total+:54, total-:296 @threshold:0.186, sens:0.386, spec:0.910, ppv:0.571, acc:0.786, f1:0.460, mcc:0.016, total+:56, total-:294 @threshold:0.163, sens:0.386, spec:0.906, ppv:0.561, acc:0.783, f1:0.457, mcc:0.016, total+:57, total-:293 @threshold:0.154, sens:0.398, spec:0.899, ppv:0.550, acc:0.780, f1:0.462, mcc:0.014, total+:60, total-:290 @threshold:0.154, sens:0.398, spec:0.895, ppv:0.541, acc:0.777, f1:0.458, mcc:0.014, total+:61, total-:289 @threshold:0.142, sens:0.410, spec:0.888, ppv:0.531, acc:0.774, f1:0.463, mcc:0.013, total+:64, total-:286 @threshold:0.140, sens:0.410, spec:0.884, ppv:0.523, acc:0.771, f1:0.459, mcc:0.012, total+:65, total-:285 @threshold:0.132, sens:0.422, spec:0.884, ppv:0.530, acc:0.774, f1:0.470, mcc:0.013, total+:66, total-:284 @threshold:0.126, sens:0.422, spec:0.880, ppv:0.522, acc:0.771, f1:0.467, mcc:0.012, total+:67, total-:283 @threshold:0.105, sens:0.434, spec:0.858, ppv:0.486, acc:0.757, f1:0.459, mcc:0.009, total+:74, total-:276 @threshold:0.101, sens:0.434, spec:0.854, ppv:0.480, acc:0.754, f1:0.456, mcc:0.009, total+:75, total-:275 @threshold:0.084, sens:0.446, spec:0.846, ppv:0.474, acc:0.751, f1:0.460, mcc:0.009, total+:78, total-:272 @threshold:0.084, sens:0.446, spec:0.843, ppv:0.468, acc:0.749, f1:0.457, mcc:0.008, total+:79, total-:271 @threshold:0.083, sens:0.458, spec:0.843, ppv:0.475, acc:0.751, f1:0.466, mcc:0.009, total+:80, total-:270 @threshold:0.069, sens:0.506, spec:0.839, ppv:0.494, acc:0.760, f1:0.500, mcc:0.009, total+:85, total-:265 @threshold:0.064, sens:0.518, spec:0.831, ppv:0.489, acc:0.757, f1:0.503, mcc:0.009, total+:88, total-:262 @threshold:0.059, sens:0.518, spec:0.828, ppv:0.483, acc:0.754, f1:0.500, mcc:0.009, total+:89, total-:261 @threshold:0.030, sens:0.530, spec:0.805, ppv:0.458, acc:0.740, f1:0.492, mcc:0.007, total+:96, total-:254 @threshold:0.029, sens:0.530, spec:0.801, ppv:0.454, acc:0.737, f1:0.489, mcc:0.007, total+:97, total-:253 @threshold:0.026, sens:0.542, spec:0.798, ppv:0.455, acc:0.737, f1:0.495, mcc:0.007, total+:99, total-:251 @threshold:0.025, sens:0.542, spec:0.794, ppv:0.450, acc:0.734, f1:0.492, mcc:0.007, total+:100, total-:250 @threshold:0.018, sens:0.554, spec:0.775, ppv:0.434, acc:0.723, f1:0.487, mcc:0.006, total+:106, total-:244 @threshold:0.014, sens:0.554, spec:0.772, ppv:0.430, acc:0.720, f1:0.484, mcc:0.006, total+:107, total-:243 @threshold:0.007, sens:0.566, spec:0.760, ppv:0.423, acc:0.714, f1:0.485, mcc:0.006, total+:111, total-:239 @threshold:0.003, sens:0.590, spec:0.757, ppv:0.430, acc:0.717, f1:0.497, mcc:0.006, total+:114, total-:236 @threshold:-0.014, sens:0.602, spec:0.745, ppv:0.424, acc:0.711, f1:0.498, mcc:0.006, total+:118, total-:232 @threshold:-0.018, sens:0.602, spec:0.742, ppv:0.420, acc:0.709, f1:0.495, mcc:0.006, total+:119, total-:231 @threshold:-0.034, sens:0.614, spec:0.723, ppv:0.408, acc:0.697, f1:0.490, mcc:0.005, total+:125, total-:225 @threshold:-0.059, sens:0.639, spec:0.719, ppv:0.414, acc:0.700, f1:0.502, mcc:0.005, total+:128, total-:222 @threshold:-0.070, sens:0.651, spec:0.693, ppv:0.397, acc:0.683, f1:0.493, mcc:0.005, total+:136, total-:214 @threshold:-0.075, sens:0.651, spec:0.689, ppv:0.394, acc:0.680, f1:0.491, mcc:0.005, total+:137, total-:213 @threshold:-0.082, sens:0.663, spec:0.682, ppv:0.393, acc:0.677, f1:0.493, mcc:0.005, total+:140, total-:210 @threshold:-0.087, sens:0.663, spec:0.678, ppv:0.390, acc:0.674, f1:0.491, mcc:0.004, total+:141, total-:209 @threshold:-0.136, sens:0.675, spec:0.655, ppv:0.378, acc:0.660, f1:0.485, mcc:0.004, total+:148, total-:202 @threshold:-0.137, sens:0.675, spec:0.652, ppv:0.376, acc:0.657, f1:0.483, mcc:0.004, total+:149, total-:201 @threshold:-0.141, sens:0.687, spec:0.652, ppv:0.380, acc:0.660, f1:0.489, mcc:0.004, total+:150, total-:200 @threshold:-0.143, sens:0.687, spec:0.648, ppv:0.377, acc:0.657, f1:0.487, mcc:0.004, total+:151, total-:199 @threshold:-0.144, sens:0.699, spec:0.648, ppv:0.382, acc:0.660, f1:0.494, mcc:0.004, total+:152, total-:198 @threshold:-0.147, sens:0.711, spec:0.644, ppv:0.383, acc:0.660, f1:0.498, mcc:0.004, total+:154, total-:196 @threshold:-0.154, sens:0.723, spec:0.640, ppv:0.385, acc:0.660, f1:0.502, mcc:0.004, total+:156, total-:194 @threshold:-0.154, sens:0.723, spec:0.637, ppv:0.382, acc:0.657, f1:0.500, mcc:0.004, total+:157, total-:193 @threshold:-0.175, sens:0.735, spec:0.614, ppv:0.372, acc:0.643, f1:0.494, mcc:0.004, total+:164, total-:186 @threshold:-0.180, sens:0.735, spec:0.610, ppv:0.370, acc:0.640, f1:0.492, mcc:0.004, total+:165, total-:185 @threshold:-0.189, sens:0.819, spec:0.521, ppv:0.347, acc:0.591, f1:0.487, mcc:0.003, total+:196, total-:154 @threshold:-0.189, sens:0.819, spec:0.517, ppv:0.345, acc:0.589, f1:0.486, mcc:0.003, total+:197, total-:153 @threshold:-0.194, sens:0.831, spec:0.509, ppv:0.345, acc:0.586, f1:0.488, mcc:0.003, total+:200, total-:150 @threshold:-0.196, sens:0.831, spec:0.506, ppv:0.343, acc:0.583, f1:0.486, mcc:0.003, total+:201, total-:149 @threshold:-0.201, sens:0.843, spec:0.506, ppv:0.347, acc:0.586, f1:0.491, mcc:0.003, total+:202, total-:148 @threshold:-0.201, sens:0.843, spec:0.502, ppv:0.345, acc:0.583, f1:0.490, mcc:0.003, total+:203, total-:147 @threshold:-0.205, sens:0.855, spec:0.498, ppv:0.346, acc:0.583, f1:0.493, mcc:0.003, total+:205, total-:145 @threshold:-0.205, sens:0.855, spec:0.494, ppv:0.345, acc:0.580, f1:0.491, mcc:0.003, total+:206, total-:144 @threshold:-0.214, sens:0.867, spec:0.483, ppv:0.343, acc:0.574, f1:0.491, mcc:0.003, total+:210, total-:140 @threshold:-0.220, sens:0.880, spec:0.479, ppv:0.344, acc:0.574, f1:0.495, mcc:0.003, total+:212, total-:138 @threshold:-0.222, sens:0.892, spec:0.476, ppv:0.346, acc:0.574, f1:0.498, mcc:0.003, total+:214, total-:136 @threshold:-0.224, sens:0.892, spec:0.472, ppv:0.344, acc:0.571, f1:0.497, mcc:0.003, total+:215, total-:135 @threshold:-0.232, sens:0.904, spec:0.464, ppv:0.344, acc:0.569, f1:0.498, mcc:0.003, total+:218, total-:132 @threshold:-0.238, sens:0.904, spec:0.461, ppv:0.342, acc:0.566, f1:0.497, mcc:0.003, total+:219, total-:131 @threshold:-0.288, sens:0.916, spec:0.412, ppv:0.326, acc:0.531, f1:0.481, mcc:0.003, total+:233, total-:117 @threshold:-0.291, sens:0.916, spec:0.408, ppv:0.325, acc:0.529, f1:0.479, mcc:0.003, total+:234, total-:116 @threshold:-0.292, sens:0.928, spec:0.408, ppv:0.328, acc:0.531, f1:0.484, mcc:0.003, total+:235, total-:115 @threshold:-0.295, sens:0.928, spec:0.404, ppv:0.326, acc:0.529, f1:0.483, mcc:0.003, total+:236, total-:114 @threshold:-0.323, sens:0.940, spec:0.378, ppv:0.320, acc:0.511, f1:0.477, mcc:0.003, total+:244, total-:106 @threshold:-0.325, sens:0.940, spec:0.375, ppv:0.318, acc:0.509, f1:0.476, mcc:0.003, total+:245, total-:105 @threshold:-0.336, sens:0.952, spec:0.352, ppv:0.313, acc:0.494, f1:0.472, mcc:0.003, total+:252, total-:98 @threshold:-0.339, sens:0.952, spec:0.348, ppv:0.312, acc:0.491, f1:0.470, mcc:0.003, total+:253, total-:97 @threshold:-0.418, sens:0.952, spec:0.296, ppv:0.296, acc:0.451, f1:0.451, mcc:0.002, total+:267, total-:83 @threshold:-0.423, sens:0.964, spec:0.292, ppv:0.297, acc:0.451, f1:0.455, mcc:0.003, total+:269, total-:81 @threshold:-0.458, sens:0.976, spec:0.262, ppv:0.291, acc:0.431, f1:0.449, mcc:0.003, total+:278, total-:72 @threshold:-0.468, sens:0.976, spec:0.258, ppv:0.290, acc:0.429, f1:0.448, mcc:0.002, total+:279, total-:71 @threshold:-0.581, sens:0.988, spec:0.176, ppv:0.272, acc:0.369, f1:0.426, mcc:0.002, total+:302, total-:48 @threshold:-0.587, sens:0.988, spec:0.172, ppv:0.271, acc:0.366, f1:0.425, mcc:0.002, total+:303, total-:47 @threshold:-1.184, sens:1.000, spec:0.004, ppv:0.238, acc:0.240, f1:0.384, mcc:0.002, total+:349, total-:1 * Vital: BMI-latest | coef 0.091 95% CI: [0.071 , 0.111] | OR_adj 1.095 [1.074 1.117] | occ: 1672 | OR_unadj: 4.483 [3.496 5.747] | indivs AUC:0.731 Correlated most with: Diagnosis:9ccs95:Oth nerv dx:-0.085 Diagnosis:9ccs128:Asthma:0.083 Diagnosis:9ccs138:Esophgeal dx:-0.071 Diagnosis:9ccs243:Poisn nonmed:0.063 Newborn Diagnosis:9ccs191:Amnios dx:0.056 Diagnosis:9ccs133:Oth low resp:0.053 MatDeliveryAge:-0.053 Diagnosis:9ccs58:Ot nutrit dx:0.053 Diagnosis:9ccs246:FUO:0.052 Lab:297262 HEMOGLOBIN (HEMOCUE):0.050 * Vital: Wt-avg19to24 | coef 0.063 95% CI: [0.044 , 0.082] | OR_adj 1.065 [1.045 1.085] | occ: 1417 | OR_unadj: 4.067 [3.209 5.154] | indivs AUC:0.749 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.086 Diagnosis:9ccs128:Asthma:0.083 Newborn Diagnosis:9ccs219:Low birth wt:-0.079 Diagnosis:9ccs136:Teeth dx:-0.063 Diagnosis:9ccs58:Ot nutrit dx:0.063 Diagnosis:9ccs147:Anal/rectal:0.063 Diagnosis:9ccs133:Oth low resp:0.063 Diagnosis:9ccs246:FUO:0.059 Diagnosis:9ccs208:Acq foot def:0.057 Diagnosis:9ccs137:Mouth dx:-0.054 * Vital: Wt for Length ZScore-latest | coef 0.056 95% CI: [0.039 , 0.073] | OR_adj 1.058 [1.040 1.075] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.761 Correlated most with: Diagnosis:9ccs128:Asthma:0.102 Diagnosis:9ccs95:Oth nerv dx:-0.083 Number of Visits:0.073 Diagnosis:9ccs138:Esophgeal dx:-0.071 Diagnosis:9ccs133:Oth low resp:0.067 Diagnosis:9ccs92:Otitis media:0.064 Diagnosis:9ccs122:Pneumonia:0.061 Diagnosis:9ccs125:Bronchitis:0.055 Newborn Diagnosis:9ccs191:Amnios dx:0.054 Diagnosis:9ccs143:Abdom hernia:0.052 * Vital: BMI-gain0to24 | coef 0.042 95% CI: [0.026 , 0.059] | OR_adj 1.043 [1.026 1.061] | occ: 1391 | OR_unadj: 4.247 [3.349 5.386] | indivs AUC:0.749 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.109 Diagnosis:9ccs58:Ot nutrit dx:0.096 Diagnosis:9ccs128:Asthma:0.085 Diagnosis:9ccs95:Oth nerv dx:-0.075 Diagnosis:9ccs246:FUO:0.071 Diagnosis:9ccs243:Poisn nonmed:0.071 Diagnosis:9ccs138:Esophgeal dx:-0.064 Newborn Diagnosis:9ccs219:Low birth wt:-0.050 Diagnosis:9ccs122:Pneumonia:0.045 MatDeliveryAge:-0.044 * Vital: Wt-gain0to24 | coef 0.042 95% CI: [0.027 , 0.057] | OR_adj 1.043 [1.028 1.058] | occ: 1411 | OR_unadj: 3.949 [3.118 5.001] | indivs AUC:0.735 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.090 Diagnosis:9ccs128:Asthma:0.084 Newborn Diagnosis:9ccs219:Low birth wt:-0.075 Diagnosis:9ccs136:Teeth dx:-0.065 Diagnosis:9ccs147:Anal/rectal:0.063 Diagnosis:9ccs133:Oth low resp:0.063 Diagnosis:9ccs58:Ot nutrit dx:0.063 Diagnosis:9ccs246:FUO:0.060 Diagnosis:9ccs208:Acq foot def:0.057 Diagnosis:9ccs137:Mouth dx:-0.055 * Vital: BMI-avg19to24 | coef 0.032 95% CI: [0.015 , 0.049] | OR_adj 1.032 [1.015 1.050] | occ: 1397 | OR_unadj: 4.344 [3.423 5.512] | indivs AUC:0.762 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.105 Diagnosis:9ccs58:Ot nutrit dx:0.094 Diagnosis:9ccs128:Asthma:0.084 Diagnosis:9ccs95:Oth nerv dx:-0.073 Diagnosis:9ccs243:Poisn nonmed:0.072 Diagnosis:9ccs246:FUO:0.071 Diagnosis:9ccs138:Esophgeal dx:-0.065 Newborn Diagnosis:9ccs219:Low birth wt:-0.050 Diagnosis:9ccs122:Pneumonia:0.046 Diagnosis:9ccs137:Mouth dx:-0.044 * Vital: BMI-avg16to19 | coef 0.028 95% CI: [0.017 , 0.039] | OR_adj 1.029 [1.017 1.040] | occ: 1293 | OR_unadj: 3.189 [2.527 4.025] | indivs AUC:0.723 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.066 Diagnosis:9ccs143:Abdom hernia:0.062 MatDeliveryAge:-0.057 Diagnosis:9ccs246:FUO:0.053 Diagnosis:9ccs208:Acq foot def:0.050 Diagnosis:9ccs209:Ot acq defor:0.050 Diagnosis:9ccs47:Ot bnign neo:-0.048 Diagnosis:9ccs7:Viral infect:-0.048 Diagnosis:9ccs138:Esophgeal dx:-0.046 Diagnosis:9ccs257:Ot aftercare:-0.046 * Vital: Wt for Length ZScore-avg19to24 | coef 0.028 95% CI: [0.013 , 0.042] | OR_adj 1.028 [1.013 1.043] | occ: 1392 | OR_unadj: 4.002 [3.155 5.076] | indivs AUC:0.774 Correlated most with: Diagnosis:9ccs128:Asthma:0.079 Diagnosis:9ccs246:FUO:0.066 Diagnosis:9ccs138:Esophgeal dx:-0.065 Diagnosis:9ccs243:Poisn nonmed:0.064 Diagnosis:9ccs58:Ot nutrit dx:0.062 Diagnosis:9ccs95:Oth nerv dx:-0.061 Diagnosis:9ccs219:Low birth wt:-0.052 Diagnosis:9ccs133:Oth low resp:0.052 Newborn Diagnosis:9ccs219:Low birth wt:-0.050 Diagnosis:9ccs137:Mouth dx:-0.050 * Vital: BMI-avg7to10 | coef 0.019 95% CI: [0.010 , 0.028] | OR_adj 1.019 [1.010 1.028] | occ: 1342 | OR_unadj: 2.069 [1.645 2.602] | indivs AUC:0.677 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.104 Diagnosis:9ccs128:Asthma:0.087 Diagnosis:9ccs125:Bronchitis:0.084 Diagnosis:9ccs95:Oth nerv dx:-0.073 Diagnosis:9ccs143:Abdom hernia:0.068 MatDeliveryAge:-0.062 Newborn Diagnosis:9ccs223:Birth trauma:-0.059 Diagnosis:9ccs138:Esophgeal dx:-0.056 Diagnosis:9ccs59:Anemia:0.051 Diagnosis:9ccs8:Oth infectns:-0.046 * Vital: Wt for Len Percentile-latest | coef 0.017 95% CI: [0.010 , 0.025] | OR_adj 1.018 [1.010 1.026] | occ: 1601 | OR_unadj: 4.255 [3.294 5.497] | indivs AUC:0.751 Correlated most with: Diagnosis:9ccs128:Asthma:0.102 Diagnosis:9ccs95:Oth nerv dx:-0.074 Diagnosis:9ccs138:Esophgeal dx:-0.073 MatDeliveryAge:-0.064 Diagnosis:9ccs133:Oth low resp:0.061 Diagnosis:9ccs243:Poisn nonmed:0.061 Diagnosis:9ccs122:Pneumonia:0.060 Diagnosis:9ccs246:FUO:0.058 Diagnosis:9ccs92:Otitis media:0.057 Diagnosis:9ccs125:Bronchitis:0.055 * Vital: Wt for Len Percentile-avg16to19 | coef 0.015 95% CI: [0.008 , 0.022] | OR_adj 1.015 [1.008 1.022] | occ: 1294 | OR_unadj: 3.224 [2.551 4.073] | indivs AUC:0.735 Correlated most with: MatDeliveryAge:-0.089 Diagnosis:9ccs128:Asthma:0.059 Newborn Diagnosis:9ccs215:gu cong anom:0.056 Diagnosis:9ccs253:Allergy:0.056 Diagnosis:9ccs138:Esophgeal dx:-0.052 Newborn Diagnosis:9ccs191:Amnios dx:0.050 Diagnosis:9ccs246:FUO:0.050 Diagnosis:9ccs143:Abdom hernia:0.049 Diagnosis:9ccs94:Other ear dx:0.049 Diagnosis:9ccs64:Ot hematl dx:0.048 * Vital: Wt for Length ZScore-avg16to19 | coef 0.014 95% CI: [0.007 , 0.021] | OR_adj 1.014 [1.007 1.021] | occ: 1292 | OR_unadj: 3.143 [2.490 3.966] | indivs AUC:0.718 Correlated most with: MatDeliveryAge:-0.071 Diagnosis:9ccs143:Abdom hernia:0.064 Newborn Diagnosis:9ccs191:Amnios dx:0.062 Diagnosis:9ccs95:Oth nerv dx:-0.056 Diagnosis:9ccs246:FUO:0.056 Diagnosis:9ccs138:Esophgeal dx:-0.055 Diagnosis:9ccs128:Asthma:0.055 Diagnosis:9ccs253:Allergy:0.049 Diagnosis:9ccs208:Acq foot def:0.047 Diagnosis:9ccs89:Blindness:-0.047 * Vital: Wt-avg16to19 | coef 0.014 95% CI: [0.007 , 0.020] | OR_adj 1.014 [1.007 1.020] | occ: 1323 | OR_unadj: 3.040 [2.410 3.836] | indivs AUC:0.708 Correlated most with: Diagnosis:9ccs143:Abdom hernia:0.077 Newborn Diagnosis:9ccs219:Low birth wt:-0.074 Diagnosis:9ccs147:Anal/rectal:0.069 Diagnosis:9ccs208:Acq foot def:0.064 Diagnosis:9ccs95:Oth nerv dx:-0.064 Diagnosis:9ccs128:Asthma:0.060 Diagnosis:9ccs138:Esophgeal dx:-0.058 Newborn Diagnosis:9ccs191:Amnios dx:0.058 Diagnosis:9ccs89:Blindness:-0.054 Diagnosis:9ccs246:FUO:0.052 * Vital: Wt-latest | coef 0.012 95% CI: [0.007 , 0.018] | OR_adj 1.012 [1.007 1.018] | occ: 1677 | OR_unadj: 4.020 [3.127 5.168] | indivs AUC:0.703 Correlated most with: Number of Visits:0.362 Diagnosis:9ccs126:Ot up rsp in:0.282 Diagnosis:9ccs92:Otitis media:0.237 Diagnosis:9ccs10:Immuniz/scrn:0.219 Diagnosis:9ccs128:Asthma:0.149 Diagnosis:9ccs257:Ot aftercare:0.137 Diagnosis:9ccs7:Viral infect:0.137 Diagnosis:9ccs125:Bronchitis:0.134 Diagnosis:9ccs135:Intest infct:0.133 Diagnosis:9ccs122:Pneumonia:0.116 * Vital: Wt for Len Percentile-gain0to24 | coef 0.010 95% CI: [0.003 , 0.017] | OR_adj 1.010 [1.003 1.017] | occ: 1392 | OR_unadj: 3.861 [3.032 4.917] | indivs AUC:0.753 Correlated most with: Diagnosis:9ccs128:Asthma:0.080 Diagnosis:9ccs243:Poisn nonmed:0.068 Diagnosis:9ccs95:Oth nerv dx:-0.066 Diagnosis:9ccs246:FUO:0.062 Diagnosis:9ccs133:Oth low resp:0.061 Diagnosis:9ccs138:Esophgeal dx:-0.060 MatDeliveryAge:-0.060 Diagnosis:9ccs209:Ot acq defor:0.052 Diagnosis:9ccs7:Viral infect:-0.048 Newborn Diagnosis:9ccs191:Amnios dx:0.048 MatDeliveryAge | coef 0.009 95% CI: [0.005 , 0.014] | OR_adj 1.009 [1.005 1.014] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.529 Correlated most with: MatDeliveryAge:1.000 Newborn Diagnosis:9ccs259:Unclassified:0.132 Number of Visits:0.107 Diagnosis:9ccs239:Superfic inj:0.080 Diagnosis:9ccs123:Influenza:0.062 Diagnosis:9ccs74:Ot mentl cnd:0.062 Diagnosis:9ccs90:Eye infectn:0.059 Diagnosis:9ccs133:Oth low resp:0.056 Diagnosis:9ccs95:Oth nerv dx:0.054 Diagnosis:9ccs117:Ot circul dx:0.054 * Vital: Wt for Length ZScore-avg13to16 | coef 0.007 95% CI: [0.003 , 0.011] | OR_adj 1.007 [1.003 1.011] | occ: 1285 | OR_unadj: 2.287 [1.818 2.877] | indivs AUC:0.673 Correlated most with: Diagnosis:9ccs143:Abdom hernia:0.081 Diagnosis:9ccs128:Asthma:0.069 Diagnosis:9ccs136:Teeth dx:-0.066 Diagnosis:9ccs95:Oth nerv dx:-0.065 MatDeliveryAge:-0.064 Diagnosis:9ccs147:Anal/rectal:0.063 Diagnosis:9ccs138:Esophgeal dx:-0.062 Diagnosis:9ccs10:Immuniz/scrn:-0.059 Diagnosis:9ccs89:Blindness:-0.057 Diagnosis:9ccs253:Allergy:0.053 * Vital: Wt for Length ZScore-avg7to10 | coef 0.007 95% CI: [0.003 , 0.011] | OR_adj 1.007 [1.003 1.011] | occ: 1346 | OR_unadj: 2.147 [1.708 2.700] | indivs AUC:0.675 Correlated most with: Diagnosis:9ccs128:Asthma:0.096 Diagnosis:9ccs95:Oth nerv dx:-0.088 Newborn Diagnosis:9ccs191:Amnios dx:0.084 Diagnosis:9ccs125:Bronchitis:0.080 MatDeliveryAge:-0.069 Diagnosis:9ccs143:Abdom hernia:0.058 Diagnosis:9ccs138:Esophgeal dx:-0.056 Diagnosis:9ccs134:Ot uppr resp:-0.049 Diagnosis:9ccs137:Mouth dx:-0.048 Lab:294203 BILIRUBIN TOTAL - LMC:0.047 * Vital: Wt for Length ZScore-avg5to7 | coef 0.006 95% CI: [0.002 , 0.010] | OR_adj 1.006 [1.002 1.010] | occ: 1347 | OR_unadj: 1.778 [1.414 2.235] | indivs AUC:0.617 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.108 Diagnosis:9ccs95:Oth nerv dx:-0.102 Diagnosis:9ccs128:Asthma:0.094 Newborn Diagnosis:9ccs218:Liveborn:0.085 Diagnosis:9ccs59:Anemia:0.070 Diagnosis:9ccs143:Abdom hernia:0.065 Newborn Diagnosis:9ccs0:No DX:-0.065 Diagnosis:9ccs92:Otitis media:0.063 Newborn Diagnosis:9ccs223:Birth trauma:-0.061 Diagnosis:9ccs155:Other GI dx:-0.054 * Vital: Wt for Length Zscore-avg10to13 | coef 0.006 95% CI: [0.002 , 0.009] | OR_adj 1.006 [1.002 1.009] | occ: 1403 | OR_unadj: 2.480 [1.970 3.122] | indivs AUC:0.670 Correlated most with: Diagnosis:9ccs128:Asthma:0.092 Newborn Diagnosis:9ccs191:Amnios dx:0.089 MatDeliveryAge:-0.078 Diagnosis:9ccs95:Oth nerv dx:-0.075 Diagnosis:9ccs138:Esophgeal dx:-0.067 Diagnosis:9ccs143:Abdom hernia:0.064 Diagnosis:9ccs155:Other GI dx:-0.059 Diagnosis:9ccs55:Fluid/elc dx:-0.058 Newborn Diagnosis:9ccs223:Birth trauma:-0.057 Diagnosis:9ccs136:Teeth dx:-0.051 * Vital: Wt-avg3to5 | coef 0.005 95% CI: [0.000 , 0.010] | OR_adj 1.005 [1.000 1.010] | occ: 1344 | OR_unadj: 1.988 [1.580 2.502] | indivs AUC:0.629 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.187 Diagnosis:9ccs219:Low birth wt:-0.140 Diagnosis:9ccs138:Esophgeal dx:-0.105 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.104 Newborn Diagnosis:9ccs253:Allergy:-0.093 Diagnosis:9ccs155:Other GI dx:-0.085 Newborn Diagnosis:9ccs221:Resp distres:-0.082 Newborn Diagnosis:9ccs222:Perint jaund:-0.075 Diagnosis:9ccs95:Oth nerv dx:-0.071 Newborn Diagnosis:9ccs259:Unclassified:-0.066 * Vital: Wt-avg1to3 | coef 0.004 95% CI: [0.001 , 0.008] | OR_adj 1.004 [1.001 1.008] | occ: 1388 | OR_unadj: 1.947 [1.549 2.448] | indivs AUC:0.580 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.301 Diagnosis:9ccs219:Low birth wt:-0.233 Newborn Diagnosis:9ccs221:Resp distres:-0.122 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117 Newborn Diagnosis:9ccs222:Perint jaund:-0.116 Newborn Diagnosis:9ccs253:Allergy:-0.104 Lab:297262 HEMOGLOBIN (HEMOCUE):0.103 Diagnosis:9ccs138:Esophgeal dx:-0.093 Newborn Diagnosis:9ccs256:Exam/eval:-0.078 Diagnosis:9ccs159:UTI:0.071 * Vital: BMI-avg10to13 | coef 0.004 95% CI: [0.001 , 0.007] | OR_adj 1.004 [1.001 1.007] | occ: 1400 | OR_unadj: 2.301 [1.830 2.895] | indivs AUC:0.648 Correlated most with: Diagnosis:9ccs128:Asthma:0.101 Newborn Diagnosis:9ccs191:Amnios dx:0.094 Diagnosis:9ccs246:FUO:-0.079 MatDeliveryAge:-0.077 Diagnosis:9ccs95:Oth nerv dx:-0.071 Diagnosis:9ccs143:Abdom hernia:0.068 Newborn Diagnosis:9ccs223:Birth trauma:-0.060 Diagnosis:9ccs138:Esophgeal dx:-0.058 Newborn Diagnosis:9ccs95:Oth nerv dx:0.055 Diagnosis:9ccs243:Poisn nonmed:0.050 * Vital: Wt for Length ZScore-avg3to5 | coef 0.004 95% CI: [0.001 , 0.007] | OR_adj 1.004 [1.001 1.007] | occ: 1321 | OR_unadj: 1.681 [1.337 2.114] | indivs AUC:0.639 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.103 Diagnosis:9ccs59:Anemia:0.070 Diagnosis:9ccs123:Influenza:-0.062 Diagnosis:9ccs74:Ot mentl cnd:-0.062 Diagnosis:9ccs95:Oth nerv dx:-0.062 Diagnosis:9ccs211:Ot conn tiss:-0.057 Diagnosis:9ccs155:Other GI dx:-0.056 Diagnosis:9ccs134:Ot uppr resp:-0.053 Diagnosis:9ccs143:Abdom hernia:0.051 Diagnosis:9ccs64:Ot hematl dx:0.049 * Vital: Wt for Len Percentile-avg10to13 | coef 0.004 95% CI: [0.001 , 0.007] | OR_adj 1.004 [1.001 1.007] | occ: 1404 | OR_unadj: 2.684 [2.131 3.381] | indivs AUC:0.669 Correlated most with: Diagnosis:9ccs128:Asthma:0.105 MatDeliveryAge:-0.077 Newborn Diagnosis:9ccs191:Amnios dx:0.074 Diagnosis:9ccs95:Oth nerv dx:-0.071 Diagnosis:9ccs143:Abdom hernia:0.069 Newborn Diagnosis:9ccs223:Birth trauma:-0.063 Diagnosis:9ccs125:Bronchitis:0.056 Diagnosis:9ccs136:Teeth dx:-0.055 Diagnosis:9ccs138:Esophgeal dx:-0.055 Diagnosis:9ccs222:Perint jaund:-0.051 * Vital: BMI-avg3to5 | coef 0.004 95% CI: [-0.001 , 0.008] | OR_adj 1.004 [0.999 1.008] | occ: 1314 | OR_unadj: 1.808 [1.437 2.274] | indivs AUC:0.635 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.107 Diagnosis:9ccs74:Ot mentl cnd:-0.071 Diagnosis:9ccs95:Oth nerv dx:-0.066 Diagnosis:9ccs134:Ot uppr resp:-0.060 Diagnosis:9ccs211:Ot conn tiss:-0.059 Newborn Diagnosis:9ccs191:Amnios dx:0.056 Diagnosis:9ccs155:Other GI dx:-0.055 Diagnosis:9ccs123:Influenza:-0.054 Diagnosis:9ccs143:Abdom hernia:0.053 Diagnosis:9ccs128:Asthma:0.051 * Vital: Wt-avg5to7 | coef 0.003 95% CI: [-0.000 , 0.007] | OR_adj 1.003 [1.000 1.007] | occ: 1369 | OR_unadj: 2.216 [1.761 2.787] | indivs AUC:0.613 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.110 Diagnosis:9ccs138:Esophgeal dx:-0.100 Diagnosis:9ccs219:Low birth wt:-0.090 Diagnosis:9ccs95:Oth nerv dx:-0.084 Diagnosis:9ccs128:Asthma:0.080 Newborn Diagnosis:9ccs221:Resp distres:-0.071 Diagnosis:9ccs92:Otitis media:0.066 Newborn Diagnosis:9ccs222:Perint jaund:-0.056 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.056 Diagnosis:9ccs143:Abdom hernia:0.055 * Vital: Wt Percentile-latest | coef 0.003 95% CI: [-0.001 , 0.007] | OR_adj 1.003 [0.999 1.007] | occ: 1034 | OR_unadj: 2.653 [2.104 3.345] | indivs AUC:0.695 Correlated most with: Diagnosis:9ccs128:Asthma:0.091 Diagnosis:9ccs136:Teeth dx:-0.070 Diagnosis:9ccs154:Gastroent:-0.068 Newborn Diagnosis:9ccs253:Allergy:-0.065 Diagnosis:9ccs59:Anemia:-0.057 Newborn Diagnosis:9ccs191:Amnios dx:0.057 Diagnosis:9ccs216:Nerv cong an:-0.054 MatDeliveryAge:-0.051 Diagnosis:9ccs209:Ot acq defor:0.049 Diagnosis:9ccs95:Oth nerv dx:-0.049 Vital: Temp-latest | coef 0.002 95% CI: [-0.000 , 0.005] | OR_adj 1.002 [1.000 1.005] | occ: 1676 | OR_unadj: 1.157 [0.921 1.453] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:0.083 Diagnosis:9ccs124:Tonsillitis:0.081 Diagnosis:9ccs154:Gastroent:-0.079 Diagnosis:9ccs92:Otitis media:0.064 Diagnosis:9ccs126:Ot up rsp in:0.062 Diagnosis:9ccs151:Oth liver dx:-0.062 Diagnosis:9ccs239:Superfic inj:-0.059 Diagnosis:9ccs166:Oth male gen:-0.058 Diagnosis:9ccs96:Hrt valve dx:0.054 Diagnosis:9ccs91:Other eye dx:0.050 * Vital: Wt for Length ZScore-avg1to3 | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 1377 | OR_unadj: 1.349 [1.074 1.693] | indivs AUC:0.564 Correlated most with: Number of Visits:-0.081 Diagnosis:9ccs138:Esophgeal dx:-0.081 Diagnosis:9ccs154:Gastroent:-0.065 Diagnosis:9ccs64:Ot hematl dx:0.064 Diagnosis:9ccs2:Septicemia:-0.064 Diagnosis:9ccs223:Birth trauma:-0.064 Diagnosis:9ccs47:Ot bnign neo:0.063 Newborn Diagnosis:9ccs95:Oth nerv dx:0.056 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.054 Diagnosis:9ccs59:Anemia:0.051 * Vital: Wt for Len Percentile-avg13to16 | coef 0.002 95% CI: [-0.001 , 0.005] | OR_adj 1.002 [0.999 1.005] | occ: 1286 | OR_unadj: 2.171 [1.726 2.731] | indivs AUC:0.666 Correlated most with: MatDeliveryAge:-0.076 Diagnosis:9ccs147:Anal/rectal:0.072 Diagnosis:9ccs128:Asthma:0.064 Diagnosis:9ccs136:Teeth dx:-0.064 Diagnosis:9ccs143:Abdom hernia:0.061 Diagnosis:9ccs151:Oth liver dx:-0.055 Diagnosis:9ccs10:Immuniz/scrn:-0.055 Diagnosis:9ccs138:Esophgeal dx:-0.054 Diagnosis:9ccs95:Oth nerv dx:-0.052 Diagnosis:9ccs7:Viral infect:-0.049 * Vital: Wt-avg0to1 | coef 0.002 95% CI: [-0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 1356 | OR_unadj: 1.489 [1.184 1.873] | indivs AUC:0.573 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.352 Diagnosis:9ccs219:Low birth wt:-0.282 Lab:297262 HEMOGLOBIN (HEMOCUE):0.131 Newborn Diagnosis:9ccs221:Resp distres:-0.123 Newborn Diagnosis:9ccs222:Perint jaund:-0.114 Newborn Diagnosis:9ccs253:Allergy:-0.105 Newborn Diagnosis:9ccs256:Exam/eval:-0.095 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.095 Diagnosis:9ccs198:Ot infl skin:0.075 Diagnosis:9ccs216:Nerv cong an:-0.073 * Vital: Wt-gain13to19 | coef 0.001 95% CI: [0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 1448 | OR_unadj: 1.720 [1.369 2.161] | indivs AUC:0.588 Correlated most with: Diagnosis:9ccs243:Poisn nonmed:0.065 Diagnosis:9ccs259:Unclassified:0.051 Diagnosis:9ccs223:Birth trauma:-0.051 Diagnosis:9ccs217:Ot cong anom:0.044 Diagnosis:9ccs127:COPD:0.038 Newborn Diagnosis:9ccs259:Unclassified:-0.038 Diagnosis:9ccs234:Crush injury:-0.038 Newborn Diagnosis:9ccs223:Birth trauma:-0.037 Diagnosis:9ccs95:Oth nerv dx:-0.037 Diagnosis:9ccs244:Other injury:0.036 Vital: Wt for Length ZScore-gain1to5 | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 1421 | OR_unadj: 1.022 [0.812 1.287] | indivs AUC:0.481 Correlated most with: Diagnosis:9ccs198:Ot infl skin:-0.081 Newborn Diagnosis:9ccs221:Resp distres:0.081 Newborn Diagnosis:9ccs219:Low birth wt:0.080 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.079 Diagnosis:9ccs59:Anemia:0.076 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.073 Diagnosis:9ccs154:Gastroent:-0.071 Number of Visits:-0.066 Diagnosis:9ccs223:Birth trauma:-0.059 Diagnosis:9ccs209:Ot acq defor:-0.059 * Vital: Wt for Len Percentile-avg19to24 | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 1398 | OR_unadj: 3.884 [3.049 4.948] | indivs AUC:0.767 Correlated most with: Diagnosis:9ccs128:Asthma:0.082 Diagnosis:9ccs243:Poisn nonmed:0.069 Diagnosis:9ccs95:Oth nerv dx:-0.064 Diagnosis:9ccs246:FUO:0.062 Diagnosis:9ccs138:Esophgeal dx:-0.061 Diagnosis:9ccs133:Oth low resp:0.060 MatDeliveryAge:-0.054 Newborn Diagnosis:9ccs191:Amnios dx:0.053 Diagnosis:9ccs209:Ot acq defor:0.052 Diagnosis:9ccs92:Otitis media:0.052 Vital: Ht-gain7to13 | coef -0.001 95% CI: [-0.003 , 0.000] | OR_adj 0.999 [0.997 1.000] | occ: 1476 | OR_unadj: 1.168 [0.864 1.580] | indivs AUC:0.536 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:0.069 Lab:292495 LEAD LEVEL - Sunrise:-0.063 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.063 Diagnosis:9ccs197:Skin infectn:0.055 Diagnosis:9ccs58:Ot nutrit dx:-0.052 Diagnosis:9ccs59:Anemia:0.052 Diagnosis:9ccs10:Immuniz/scrn:-0.050 Newborn Diagnosis:9ccs224:Ot perint dx:0.048 Diagnosis:9ccs251:Abdomnl pain:-0.046 Diagnosis:9ccs135:Intest infct:0.044 Vital: Wt Change-avg5to7 | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 425 | OR_unadj: 1.110 [0.767 1.607] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs125:Bronchitis:-0.121 Number of Visits:-0.114 Diagnosis:9ccs92:Otitis media:-0.106 Diagnosis:9ccs7:Viral infect:-0.086 Diagnosis:9ccs257:Ot aftercare:-0.078 Diagnosis:9ccs166:Oth male gen:-0.072 Diagnosis:9ccs126:Ot up rsp in:-0.068 Diagnosis:9ccs90:Eye infectn:-0.059 Diagnosis:9ccs165:Inf male gen:-0.055 Diagnosis:9ccs141:Ot dx stomch:-0.054 * Vital: Wt for Len Percentile-gain3to7 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1184 | OR_unadj: 1.549 [1.223 1.962] | indivs AUC:0.532 Correlated most with: Newborn Diagnosis:9ccs224:Ot perint dx:-0.080 Diagnosis:9ccs76:Meningitis:0.071 Diagnosis:9ccs92:Otitis media:0.069 Diagnosis:9ccs138:Esophgeal dx:-0.054 Newborn Diagnosis:9ccs219:Low birth wt:0.053 Diagnosis:9ccs243:Poisn nonmed:0.051 Newborn Diagnosis:9ccs0:No DX:-0.049 Diagnosis:9ccs126:Ot up rsp in:0.049 Diagnosis:9ccs222:Perint jaund:-0.049 Diagnosis:9ccs224:Ot perint dx:-0.049 * Vital: Wt for Len Percentile-avg5to7 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1198 | OR_unadj: 2.078 [1.634 2.643] | indivs AUC:0.619 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.091 Diagnosis:9ccs95:Oth nerv dx:-0.078 Newborn Diagnosis:9ccs191:Amnios dx:0.076 Diagnosis:9ccs128:Asthma:0.070 Diagnosis:9ccs59:Anemia:0.062 Diagnosis:9ccs224:Ot perint dx:-0.061 Diagnosis:9ccs92:Otitis media:0.058 Diagnosis:9ccs246:FUO:0.052 Newborn Diagnosis:9ccs224:Ot perint dx:-0.051 Newborn Diagnosis:9ccs223:Birth trauma:-0.050 Vital: Temp-avg3to5 | coef -0.001 95% CI: [-0.002 , 0.000] | OR_adj 0.999 [0.998 1.000] | occ: 1345 | OR_unadj: 1.059 [0.839 1.337] | indivs AUC:0.533 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:-0.083 Diagnosis:9ccs7:Viral infect:-0.078 Diagnosis:9ccs155:Other GI dx:0.068 Newborn Diagnosis:9ccs213:Cardiac anom:-0.062 Newborn Diagnosis:9ccs0:No DX:-0.059 Diagnosis:9ccs256:Exam/eval:0.057 Diagnosis:9ccs258:Other screen:-0.054 Diagnosis:9ccs2:Septicemia:0.050 Diagnosis:9ccs124:Tonsillitis:0.049 Diagnosis:9ccs198:Ot infl skin:-0.048 Vital: Ht Percentile-gain10to16 | coef -0.001 95% CI: [-0.002 , 0.000] | OR_adj 0.999 [0.998 1.000] | occ: 760 | OR_unadj: 0.965 [0.731 1.274] | indivs AUC:0.544 Correlated most with: Diagnosis:9ccs0:No DX:0.103 Lab:292495 LEAD LEVEL - Sunrise:0.069 Diagnosis:9ccs222:Perint jaund:-0.061 Diagnosis:9ccs122:Pneumonia:0.059 Diagnosis:9ccs47:Ot bnign neo:0.056 Diagnosis:9ccs126:Ot up rsp in:0.055 Diagnosis:9ccs62:Coag/hemr dx:0.055 Number of Visits:0.054 Newborn Diagnosis:9ccs218:Liveborn:0.053 Diagnosis:9ccs244:Other injury:-0.050 * Vital: BMI-avg1to3 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1370 | OR_unadj: 1.693 [1.347 2.129] | indivs AUC:0.604 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.155 Diagnosis:9ccs219:Low birth wt:-0.133 Diagnosis:9ccs64:Ot hematl dx:0.098 Diagnosis:9ccs138:Esophgeal dx:-0.091 Newborn Diagnosis:9ccs222:Perint jaund:-0.073 Diagnosis:9ccs159:UTI:0.062 Lab:297262 HEMOGLOBIN (HEMOCUE):0.060 Number of Visits:-0.060 Diagnosis:9ccs141:Ot dx stomch:-0.059 Newborn Diagnosis:9ccs253:Allergy:-0.054 Vital: Wt for Length ZScore-avg0to1 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1343 | OR_unadj: 1.177 [0.935 1.480] | indivs AUC:0.554 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.098 Diagnosis:9ccs151:Oth liver dx:-0.081 Diagnosis:9ccs216:Nerv cong an:-0.074 Diagnosis:9ccs122:Pneumonia:0.074 Diagnosis:9ccs198:Ot infl skin:0.068 Diagnosis:9ccs217:Ot cong anom:-0.061 Diagnosis:9ccs219:Low birth wt:-0.056 Newborn Diagnosis:9ccs221:Resp distres:-0.053 Diagnosis:9ccs125:Bronchitis:-0.053 Diagnosis:9ccs95:Oth nerv dx:-0.052 Vital: BMI-gain10to16 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1482 | OR_unadj: 0.877 [0.692 1.111] | indivs AUC:0.499 Correlated most with: Number of Visits:0.069 Lab:292495 LEAD LEVEL - Sunrise:0.060 Diagnosis:9ccs243:Poisn nonmed:-0.055 Diagnosis:9ccs58:Ot nutrit dx:0.053 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.052 Diagnosis:9ccs62:Coag/hemr dx:0.051 Diagnosis:9ccs251:Abdomnl pain:0.043 Newborn Diagnosis:9ccs213:Cardiac anom:0.043 Diagnosis:9ccs92:Otitis media:0.042 Newborn Diagnosis:9ccs223:Birth trauma:0.041 Vital: HC-gain16to24 | coef -0.001 95% CI: [-0.002 , 0.000] | OR_adj 0.999 [0.998 1.000] | occ: 1079 | OR_unadj: 1.219 [0.956 1.555] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:-0.076 Number of Visits:-0.073 Diagnosis:9ccs113:Late eff CVD:0.056 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.049 Diagnosis:9ccs90:Eye infectn:-0.043 Diagnosis:9ccs47:Ot bnign neo:0.042 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.041 Diagnosis:9ccs75:Hx mental dx:0.040 Newborn Diagnosis:9ccs191:Amnios dx:0.039 Diagnosis:9ccs123:Influenza:-0.035 Vital: Wt for Len Percentile-gain10to16 | coef -0.001 95% CI: [-0.002 , 0.000] | OR_adj 0.999 [0.998 1.000] | occ: 1330 | OR_unadj: 1.141 [0.909 1.433] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:0.064 Diagnosis:9ccs217:Ot cong anom:-0.057 Diagnosis:9ccs243:Poisn nonmed:-0.055 Lab:292495 LEAD LEVEL - Sunrise:0.053 Lab:306617 OCCULT BLOOD TEST (FECAL):0.046 Diagnosis:9ccs10:Immuniz/scrn:-0.043 Number of Visits:0.042 Diagnosis:9ccs155:Other GI dx:0.042 Newborn Diagnosis:9ccs191:Amnios dx:-0.041 Diagnosis:9ccs2603:E Codes: Fall:0.037 Vital: Ht-avg7to10 | coef -0.001 95% CI: [-0.002 , 0.000] | OR_adj 0.999 [0.999 1.000] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.483 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.153 Diagnosis:9ccs219:Low birth wt:-0.081 Newborn Diagnosis:9ccs256:Exam/eval:-0.060 Diagnosis:9ccs223:Birth trauma:0.059 Diagnosis:9ccs200:Oth skin dx:0.058 Newborn Diagnosis:9ccs221:Resp distres:-0.055 Newborn Diagnosis:9ccs253:Allergy:-0.054 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.050 Diagnosis:9ccs126:Ot up rsp in:0.046 Diagnosis:9ccs8:Oth infectns:0.044 Vital: Wt for Len Percentile-gain13to19 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1313 | OR_unadj: 0.996 [0.788 1.258] | indivs AUC:0.551 Correlated most with: Diagnosis:9ccs243:Poisn nonmed:0.052 Diagnosis:9ccs0:No DX:-0.050 Diagnosis:9ccs217:Ot cong anom:0.046 Diagnosis:9ccs246:FUO:0.044 Diagnosis:9ccs234:Crush injury:-0.043 Diagnosis:9ccs74:Ot mentl cnd:0.043 Diagnosis:9ccs197:Skin infectn:0.043 Diagnosis:9ccs134:Ot uppr resp:0.043 Diagnosis:9ccs94:Other ear dx:0.039 Diagnosis:9ccs91:Other eye dx:-0.038 Vital: Wt-gain1to5 | coef -0.001 95% CI: [-0.001 , 0.000] | OR_adj 0.999 [0.999 1.000] | occ: 1472 | OR_unadj: 0.993 [0.790 1.247] | indivs AUC:0.522 Correlated most with: Number of Visits:0.182 Diagnosis:9ccs126:Ot up rsp in:0.129 Diagnosis:9ccs257:Ot aftercare:0.090 Lab:297275 STREP RAPID TEST (POCT):-0.085 Diagnosis:9ccs212:Ot bone dx:-0.063 Diagnosis:9ccs92:Otitis media:0.061 Diagnosis:9ccs7:Viral infect:0.056 Newborn Diagnosis:9ccs219:Low birth wt:0.051 Diagnosis:9ccs138:Esophgeal dx:-0.047 Diagnosis:9ccs135:Intest infct:0.046 Vital: Ht Percentile-gain13to19 | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 832 | OR_unadj: 1.172 [0.894 1.536] | indivs AUC:0.476 Correlated most with: Diagnosis:9ccs244:Other injury:0.068 Newborn Diagnosis:9ccs191:Amnios dx:-0.067 Newborn Diagnosis:9ccs223:Birth trauma:-0.066 Diagnosis:9ccs259:Unclassified:0.064 Diagnosis:10ccs58:Ot nutrit dx:-0.051 Diagnosis:9ccs250:Nausea/vomit:0.049 Diagnosis:9ccs75:Hx mental dx:-0.049 Diagnosis:9ccs198:Ot infl skin:-0.049 Diagnosis:9ccs211:Ot conn tiss:-0.044 Diagnosis:9ccs257:Ot aftercare:0.040 * Vital: Wt for Length ZScore-gain16to24 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1463 | OR_unadj: 1.409 [1.123 1.768] | indivs AUC:0.594 Correlated most with: Diagnosis:9ccs0:No DX:-0.061 Diagnosis:9ccs246:FUO:0.056 Diagnosis:9ccs47:Ot bnign neo:-0.055 Diagnosis:9ccs94:Other ear dx:0.052 Diagnosis:9ccs216:Nerv cong an:-0.051 Diagnosis:9ccs134:Ot uppr resp:0.044 Diagnosis:9ccs234:Crush injury:-0.044 Diagnosis:9ccs136:Teeth dx:0.042 Diagnosis:9ccs211:Ot conn tiss:-0.042 Newborn Diagnosis:9ccs224:Ot perint dx:-0.040 Vital: HC-gain13to19 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1054 | OR_unadj: 1.081 [0.862 1.357] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs166:Oth male gen:-0.060 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.060 Diagnosis:9ccs243:Poisn nonmed:0.059 Diagnosis:9ccs74:Ot mentl cnd:0.049 Diagnosis:9ccs208:Acq foot def:-0.048 Diagnosis:9ccs244:Other injury:0.047 Lab:294205 TSH REFLEX TO FT4 - LMC:0.045 Diagnosis:9ccs62:Coag/hemr dx:-0.044 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.043 Diagnosis:9ccs217:Ot cong anom:0.042 * Vital: Wt Percentile-avg19to24 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 920 | OR_unadj: 2.523 [1.996 3.191] | indivs AUC:0.683 Correlated most with: Diagnosis:9ccs136:Teeth dx:-0.095 Diagnosis:9ccs128:Asthma:0.072 Diagnosis:9ccs59:Anemia:-0.064 Newborn Diagnosis:9ccs253:Allergy:-0.057 Diagnosis:9ccs253:Allergy:0.054 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.051 Diagnosis:9ccs62:Coag/hemr dx:-0.051 MatDeliveryAge:-0.050 Diagnosis:9ccs239:Superfic inj:-0.050 Diagnosis:9ccs147:Anal/rectal:0.049 Vital: Wt-gain5to10 | coef -0.001 95% CI: [-0.001 , 0.000] | OR_adj 0.999 [0.999 1.000] | occ: 1472 | OR_unadj: 1.156 [0.922 1.450] | indivs AUC:0.577 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:-0.080 Diagnosis:9ccs259:Unclassified:-0.076 Newborn Diagnosis:9ccs0:No DX:0.066 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.064 Diagnosis:9ccs92:Otitis media:0.059 Diagnosis:9ccs257:Ot aftercare:0.058 Number of Visits:0.058 Diagnosis:9ccs222:Perint jaund:-0.054 Diagnosis:9ccs197:Skin infectn:-0.049 Lab:294147 FREE T4 - LMC:0.043 Vital: Ht-gain16to24 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1442 | OR_unadj: 0.985 [0.700 1.387] | indivs AUC:0.536 Correlated most with: Number of Visits:-0.094 Diagnosis:9ccs55:Fluid/elc dx:-0.073 Diagnosis:9ccs126:Ot up rsp in:-0.059 Diagnosis:9ccs257:Ot aftercare:-0.053 Diagnosis:9ccs259:Unclassified:-0.052 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.052 Diagnosis:9ccs197:Skin infectn:-0.048 Diagnosis:9ccs135:Intest infct:-0.048 Diagnosis:9ccs113:Late eff CVD:0.047 Diagnosis:9ccs125:Bronchitis:-0.045 Vital: HR-avg10to13 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 456 | OR_unadj: 1.345 [0.952 1.900] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs244:Other injury:-0.076 Diagnosis:9ccs159:UTI:0.068 Diagnosis:9ccs58:Ot nutrit dx:0.066 Diagnosis:9ccs7:Viral infect:0.056 Diagnosis:9ccs92:Otitis media:0.056 Diagnosis:9ccs151:Oth liver dx:0.050 Diagnosis:9ccs223:Birth trauma:-0.049 Diagnosis:9ccs213:Cardiac anom:0.048 Diagnosis:9ccs2:Septicemia:0.047 Diagnosis:9ccs166:Oth male gen:0.045 Vital: BMI-gain5to10 | coef 0.000 95% CI: [-0.001 , 0.002] | OR_adj 1.000 [0.999 1.002] | occ: 1471 | OR_unadj: 1.143 [0.910 1.435] | indivs AUC:0.581 Correlated most with: Newborn Diagnosis:9ccs0:No DX:0.069 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.067 Diagnosis:9ccs197:Skin infectn:-0.057 Diagnosis:9ccs259:Unclassified:-0.056 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.052 Diagnosis:9ccs257:Ot aftercare:0.049 Newborn Diagnosis:9ccs224:Ot perint dx:-0.044 Diagnosis:9ccs154:Gastroent:-0.043 Newborn Diagnosis:9ccs94:Other ear dx:-0.041 Diagnosis:9ccs222:Perint jaund:-0.039 Vital: Wt-gain10to16 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1466 | OR_unadj: 0.865 [0.679 1.104] | indivs AUC:0.519 Correlated most with: Diagnosis:9ccs92:Otitis media:0.070 Number of Visits:0.068 Lab:292495 LEAD LEVEL - Sunrise:0.067 Diagnosis:9ccs243:Poisn nonmed:-0.060 Diagnosis:9ccs90:Eye infectn:0.052 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.049 Diagnosis:9ccs251:Abdomnl pain:0.045 Diagnosis:9ccs125:Bronchitis:0.045 Diagnosis:9ccs155:Other GI dx:0.045 Newborn Diagnosis:9ccs223:Birth trauma:0.044 * Vital: Wt-avg10to13 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1417 | OR_unadj: 2.797 [2.219 3.525] | indivs AUC:0.670 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.091 Diagnosis:9ccs128:Asthma:0.084 Diagnosis:9ccs143:Abdom hernia:0.075 Diagnosis:9ccs138:Esophgeal dx:-0.066 Newborn Diagnosis:9ccs219:Low birth wt:-0.063 Diagnosis:9ccs219:Low birth wt:-0.060 Diagnosis:9ccs200:Oth skin dx:0.057 Diagnosis:9ccs147:Anal/rectal:0.055 Diagnosis:9ccs95:Oth nerv dx:-0.054 Diagnosis:9ccs137:Mouth dx:-0.052 Vital: BMI-gain16to24 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1484 | OR_unadj: 1.317 [0.995 1.744] | indivs AUC:0.547 Correlated most with: Number of Visits:-0.101 Diagnosis:9ccs259:Unclassified:-0.066 Diagnosis:9ccs126:Ot up rsp in:-0.062 Diagnosis:9ccs135:Intest infct:-0.062 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.055 Diagnosis:9ccs125:Bronchitis:-0.053 Diagnosis:9ccs257:Ot aftercare:-0.053 Newborn Diagnosis:9ccs191:Amnios dx:0.051 MatDeliveryAge:-0.046 Diagnosis:9ccs55:Fluid/elc dx:-0.044 Vital: BMI-gain7to13 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1496 | OR_unadj: 1.138 [0.883 1.468] | indivs AUC:0.480 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:0.067 Lab:292495 LEAD LEVEL - Sunrise:-0.067 Diagnosis:9ccs58:Ot nutrit dx:-0.059 Newborn Diagnosis:9ccs224:Ot perint dx:0.056 Diagnosis:9ccs96:Hrt valve dx:0.054 Diagnosis:9ccs197:Skin infectn:0.047 Diagnosis:9ccs59:Anemia:0.045 Diagnosis:9ccs133:Oth low resp:-0.044 Diagnosis:9ccs10:Immuniz/scrn:-0.043 Diagnosis:9ccs155:Other GI dx:-0.041 * Vital: Wt for Len Percentile-avg7to10 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1339 | OR_unadj: 2.266 [1.799 2.853] | indivs AUC:0.670 Correlated most with: Diagnosis:9ccs128:Asthma:0.084 Diagnosis:9ccs95:Oth nerv dx:-0.083 Diagnosis:9ccs125:Bronchitis:0.077 MatDeliveryAge:-0.073 Newborn Diagnosis:9ccs191:Amnios dx:0.068 Diagnosis:9ccs143:Abdom hernia:0.066 Diagnosis:9ccs8:Oth infectns:-0.057 Diagnosis:9ccs138:Esophgeal dx:-0.055 Diagnosis:9ccs122:Pneumonia:0.053 Diagnosis:9ccs137:Mouth dx:-0.052 Vital: HC-gain1to5 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.445 Correlated most with: Number of Visits:0.113 Diagnosis:9ccs126:Ot up rsp in:0.097 Diagnosis:9ccs125:Bronchitis:0.086 Diagnosis:9ccs124:Tonsillitis:0.075 Diagnosis:9ccs151:Oth liver dx:-0.067 Diagnosis:9ccs74:Ot mentl cnd:0.065 Diagnosis:9ccs92:Otitis media:0.058 Diagnosis:9ccs154:Gastroent:-0.058 Diagnosis:9ccs94:Other ear dx:0.057 Diagnosis:9ccs138:Esophgeal dx:-0.057 * Vital: Ht Percentile-latest | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1058 | OR_unadj: 1.698 [1.338 2.155] | indivs AUC:0.611 Correlated most with: Diagnosis:9ccs59:Anemia:-0.070 Diagnosis:9ccs136:Teeth dx:-0.061 Diagnosis:9ccs244:Other injury:0.059 Newborn Diagnosis:9ccs224:Ot perint dx:0.056 Diagnosis:9ccs212:Ot bone dx:-0.053 Diagnosis:9ccs223:Birth trauma:0.053 Diagnosis:9ccs147:Anal/rectal:0.052 Newborn Diagnosis:9ccs223:Birth trauma:0.052 Diagnosis:9ccs257:Ot aftercare:-0.050 Diagnosis:9ccs243:Poisn nonmed:-0.049 Vital: Wt for Length ZScore-gain13to19 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1485 | OR_unadj: 1.109 [0.884 1.392] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs217:Ot cong anom:-0.063 Newborn Diagnosis:9ccs223:Birth trauma:0.062 Diagnosis:9ccs246:FUO:0.061 Newborn Diagnosis:9ccs191:Amnios dx:-0.056 Diagnosis:9ccs155:Other GI dx:0.055 Diagnosis:9ccs10:Immuniz/scrn:-0.051 Lab:306617 OCCULT BLOOD TEST (FECAL):0.050 Diagnosis:9ccs234:Crush injury:0.048 Diagnosis:9ccs253:Allergy:0.046 Diagnosis:9ccs258:Other screen:0.045 * Vital: BMI Percentile-avg19to24 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 275 | OR_unadj: 2.882 [2.032 4.086] | indivs AUC:0.597 Correlated most with: Newborn Diagnosis:9ccs253:Allergy:-0.086 Diagnosis:9ccs48:Thyroid dsor:-0.077 Diagnosis:9ccs58:Ot nutrit dx:0.074 Newborn Diagnosis:9ccs191:Amnios dx:0.069 Diagnosis:9ccs209:Ot acq defor:0.068 Diagnosis:9ccs128:Asthma:0.064 Diagnosis:9ccs117:Ot circul dx:-0.057 Lab:294147 FREE T4 - LMC:0.051 Newborn Diagnosis:9ccs215:gu cong anom:0.050 Diagnosis:9ccs161:Ot dx kidney:0.049 * Vital: Wt-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1425 | OR_unadj: 1.462 [1.162 1.839] | indivs AUC:0.534 Correlated most with: Diagnosis:9ccs216:Nerv cong an:-0.067 Diagnosis:9ccs8:Oth infectns:0.064 Diagnosis:9ccs2:Septicemia:0.062 Diagnosis:9ccs159:UTI:0.057 Diagnosis:9ccs74:Ot mentl cnd:-0.053 Diagnosis:9ccs140:Gastritis:0.049 Diagnosis:9ccs234:Crush injury:0.049 Diagnosis:9ccs247:Lymph enlarg:-0.041 Diagnosis:9ccs64:Ot hematl dx:0.039 Diagnosis:9ccs205:Back problem:-0.039 Vital: Wt for Len Percentile-gain5to10 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1318 | OR_unadj: 0.982 [0.778 1.240] | indivs AUC:0.558 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:-0.068 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.052 Diagnosis:9ccs197:Skin infectn:-0.051 Diagnosis:9ccs125:Bronchitis:0.049 Lab:294147 FREE T4 - LMC:0.048 Diagnosis:9ccs154:Gastroent:-0.044 Diagnosis:9ccs250:Nausea/vomit:-0.043 Diagnosis:9ccs234:Crush injury:-0.041 Diagnosis:9ccs94:Other ear dx:-0.041 Diagnosis:9ccs8:Oth infectns:-0.040 Vital: Wt Percentile-gain16to24 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 963 | OR_unadj: 0.991 [0.728 1.347] | indivs AUC:0.550 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.089 Number of Visits:-0.084 Diagnosis:9ccs143:Abdom hernia:-0.079 Diagnosis:9ccs4:Mycoses:-0.071 Diagnosis:9ccs135:Intest infct:-0.070 Diagnosis:9ccs127:COPD:-0.064 Diagnosis:9ccs136:Teeth dx:-0.056 Diagnosis:9ccs240:Burns:-0.056 Diagnosis:9ccs122:Pneumonia:-0.051 Diagnosis:9ccs155:Other GI dx:-0.050 * Vital: Wt-gain3to7 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1487 | OR_unadj: 1.284 [1.021 1.614] | indivs AUC:0.520 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.097 Diagnosis:9ccs92:Otitis media:0.091 Number of Visits:0.090 Diagnosis:9ccs127:COPD:0.078 Diagnosis:9ccs212:Ot bone dx:0.073 Diagnosis:9ccs122:Pneumonia:0.066 Diagnosis:9ccs113:Late eff CVD:0.065 Diagnosis:9ccs222:Perint jaund:-0.064 Diagnosis:9ccs200:Oth skin dx:-0.064 Diagnosis:9ccs128:Asthma:0.064 * Vital: Wt-avg13to16 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1316 | OR_unadj: 2.403 [1.908 3.025] | indivs AUC:0.668 Correlated most with: Diagnosis:9ccs136:Teeth dx:-0.078 Diagnosis:9ccs143:Abdom hernia:0.077 Diagnosis:9ccs147:Anal/rectal:0.077 Newborn Diagnosis:9ccs191:Amnios dx:0.070 Diagnosis:9ccs128:Asthma:0.064 Diagnosis:9ccs138:Esophgeal dx:-0.060 Diagnosis:9ccs95:Oth nerv dx:-0.060 Newborn Diagnosis:9ccs219:Low birth wt:-0.059 Newborn Diagnosis:9ccs224:Ot perint dx:0.053 Diagnosis:9ccs10:Immuniz/scrn:-0.050 * Vital: Ht-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1374 | OR_unadj: 1.477 [1.174 1.858] | indivs AUC:0.528 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.290 Diagnosis:9ccs219:Low birth wt:-0.225 Newborn Diagnosis:9ccs221:Resp distres:-0.146 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.126 Newborn Diagnosis:9ccs256:Exam/eval:-0.108 Newborn Diagnosis:9ccs253:Allergy:-0.106 Newborn Diagnosis:9ccs222:Perint jaund:-0.099 Lab:297262 HEMOGLOBIN (HEMOCUE):0.095 Diagnosis:9ccs2:Septicemia:0.078 Diagnosis:9ccs8:Oth infectns:0.059 * Vital: Wt Change-avg16to19 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 716 | OR_unadj: 1.806 [1.349 2.418] | indivs AUC:0.529 Correlated most with: Number of Visits:-0.170 Diagnosis:9ccs92:Otitis media:-0.130 Diagnosis:9ccs239:Superfic inj:-0.097 Diagnosis:9ccs125:Bronchitis:-0.097 Diagnosis:9ccs7:Viral infect:-0.097 Diagnosis:9ccs128:Asthma:-0.090 Diagnosis:9ccs257:Ot aftercare:-0.086 Diagnosis:9ccs126:Ot up rsp in:-0.086 Diagnosis:9ccs133:Oth low resp:-0.083 Diagnosis:9ccs2603:E Codes: Fall:-0.080 Vital: Ht-gain10to16 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1442 | OR_unadj: 0.837 [0.658 1.064] | indivs AUC:0.499 Correlated most with: Number of Visits:0.069 Lab:292495 LEAD LEVEL - Sunrise:0.062 Diagnosis:9ccs243:Poisn nonmed:-0.053 Diagnosis:9ccs251:Abdomnl pain:0.048 Diagnosis:9ccs58:Ot nutrit dx:0.047 Newborn Diagnosis:9ccs213:Cardiac anom:0.046 Diagnosis:9ccs92:Otitis media:0.045 Diagnosis:9ccs90:Eye infectn:0.044 Diagnosis:9ccs246:FUO:-0.043 Diagnosis:9ccs122:Pneumonia:0.043 * Vital: BMI-avg13to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1283 | OR_unadj: 2.266 [1.799 2.852] | indivs AUC:0.652 Correlated most with: Diagnosis:9ccs143:Abdom hernia:0.075 MatDeliveryAge:-0.071 Diagnosis:9ccs128:Asthma:0.069 Diagnosis:9ccs95:Oth nerv dx:-0.067 Diagnosis:9ccs138:Esophgeal dx:-0.060 Diagnosis:9ccs147:Anal/rectal:0.060 Diagnosis:9ccs154:Gastroent:-0.055 Diagnosis:9ccs240:Burns:-0.054 Diagnosis:9ccs89:Blindness:-0.052 Diagnosis:9ccs151:Oth liver dx:-0.051 Vital: Ht-gain0to3 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1419 | OR_unadj: 1.156 [0.909 1.469] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs8:Oth infectns:0.072 Diagnosis:9ccs2:Septicemia:0.067 Diagnosis:9ccs216:Nerv cong an:-0.061 Diagnosis:9ccs140:Gastritis:0.052 Diagnosis:9ccs124:Tonsillitis:-0.051 Newborn Diagnosis:9ccs223:Birth trauma:0.051 Diagnosis:9ccs234:Crush injury:0.046 Number of Visits:0.042 Diagnosis:9ccs138:Esophgeal dx:-0.041 Diagnosis:9ccs247:Lymph enlarg:-0.040 Vital: Wt for Length ZScore-gain7to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1479 | OR_unadj: 1.133 [0.902 1.422] | indivs AUC:0.580 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:0.070 Newborn Diagnosis:9ccs218:Liveborn:-0.068 Diagnosis:9ccs258:Other screen:-0.059 Newborn Diagnosis:9ccs0:No DX:0.057 Diagnosis:9ccs113:Late eff CVD:0.057 Diagnosis:9ccs125:Bronchitis:0.050 Diagnosis:9ccs137:Mouth dx:-0.049 Lab:297262 HEMOGLOBIN (HEMOCUE):0.048 Diagnosis:9ccs2603:E Codes: Fall:-0.048 Diagnosis:9ccs55:Fluid/elc dx:-0.044 * Vital: Ht-avg0to1 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1350 | OR_unadj: 1.413 [1.125 1.774] | indivs AUC:0.574 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.333 Diagnosis:9ccs219:Low birth wt:-0.286 Newborn Diagnosis:9ccs253:Allergy:-0.131 Newborn Diagnosis:9ccs221:Resp distres:-0.120 Lab:297262 HEMOGLOBIN (HEMOCUE):0.114 Newborn Diagnosis:9ccs222:Perint jaund:-0.114 Newborn Diagnosis:9ccs256:Exam/eval:-0.101 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.082 Lab:294203 BILIRUBIN TOTAL - LMC:-0.068 Diagnosis:9ccs117:Ot circul dx:-0.059 * Vital: Wt-gain7to13 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1496 | OR_unadj: 1.701 [1.338 2.162] | indivs AUC:0.561 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:0.078 Lab:292495 LEAD LEVEL - Sunrise:-0.070 Diagnosis:9ccs59:Anemia:0.068 Diagnosis:9ccs257:Ot aftercare:-0.054 Diagnosis:9ccs133:Oth low resp:-0.051 Diagnosis:9ccs10:Immuniz/scrn:-0.050 Diagnosis:9ccs155:Other GI dx:-0.047 Diagnosis:9ccs251:Abdomnl pain:-0.045 Diagnosis:9ccs151:Oth liver dx:-0.043 Diagnosis:9ccs55:Fluid/elc dx:0.043 Vital: BMI-gain3to7 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1478 | OR_unadj: 1.130 [0.893 1.430] | indivs AUC:0.547 Correlated most with: Diagnosis:9ccs127:COPD:0.084 Diagnosis:9ccs222:Perint jaund:-0.075 Diagnosis:9ccs92:Otitis media:0.073 Number of Visits:0.072 Diagnosis:9ccs212:Ot bone dx:0.071 Diagnosis:9ccs122:Pneumonia:0.065 Diagnosis:9ccs126:Ot up rsp in:0.064 Diagnosis:9ccs200:Oth skin dx:-0.063 Diagnosis:9ccs47:Ot bnign neo:-0.060 Lab:297275 STREP RAPID TEST (POCT):0.058 Vital: Wt for Length ZScore-gain10to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1500 | OR_unadj: 1.181 [0.941 1.483] | indivs AUC:0.515 Correlated most with: Newborn Diagnosis:9ccs95:Oth nerv dx:0.054 Diagnosis:9ccs113:Late eff CVD:-0.054 Diagnosis:9ccs8:Oth infectns:0.053 Diagnosis:9ccs125:Bronchitis:-0.046 Diagnosis:9ccs256:Exam/eval:0.045 Lab:292495 LEAD LEVEL - Sunrise:-0.044 Diagnosis:9ccs147:Anal/rectal:0.044 Diagnosis:9ccs165:Inf male gen:-0.044 Diagnosis:9ccs96:Hrt valve dx:0.043 Diagnosis:9ccs215:gu cong anom:0.043 Vital: Wt Percentile-gain3to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 491 | OR_unadj: 1.157 [0.795 1.685] | indivs AUC:0.536 Correlated most with: Diagnosis:9ccs213:Cardiac anom:0.082 Diagnosis:9ccs154:Gastroent:-0.079 Diagnosis:9ccs251:Abdomnl pain:0.056 Diagnosis:9ccs125:Bronchitis:-0.056 Diagnosis:9ccs151:Oth liver dx:-0.056 Diagnosis:9ccs250:Nausea/vomit:-0.054 Diagnosis:9ccs75:Hx mental dx:0.053 Diagnosis:9ccs197:Skin infectn:0.050 Lab:294205 TSH REFLEX TO FT4 - LMC:0.050 Diagnosis:9ccs217:Ot cong anom:-0.049 * Vital: Wt for Length ZScore-gain3to7 | coef -0.000 95% CI: [-0.001 , 0.001] | OR_adj 1.000 [0.999 1.001] | occ: 1470 | OR_unadj: 1.423 [1.134 1.786] | indivs AUC:0.554 Correlated most with: Number of Visits:0.099 Diagnosis:9ccs125:Bronchitis:0.068 Diagnosis:9ccs258:Other screen:0.060 Diagnosis:9ccs94:Other ear dx:0.054 Newborn Diagnosis:9ccs94:Other ear dx:0.053 Diagnosis:9ccs251:Abdomnl pain:0.052 Diagnosis:9ccs126:Ot up rsp in:0.052 MatDeliveryAge:-0.051 Diagnosis:9ccs257:Ot aftercare:0.048 Diagnosis:9ccs209:Ot acq defor:0.047 Vital: Wt for Length ZScore-gain5to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1486 | OR_unadj: 1.088 [0.866 1.367] | indivs AUC:0.520 Correlated most with: Diagnosis:9ccs123:Influenza:0.095 Lab:292495 LEAD LEVEL - Sunrise:0.059 Newborn Diagnosis:9ccs218:Liveborn:0.057 Diagnosis:9ccs211:Ot conn tiss:0.053 Diagnosis:9ccs222:Perint jaund:-0.050 Diagnosis:9ccs246:FUO:0.050 Diagnosis:9ccs223:Birth trauma:0.048 Diagnosis:9ccs128:Asthma:0.047 Newborn Diagnosis:9ccs253:Allergy:-0.047 Diagnosis:9ccs10:Immuniz/scrn:-0.042 Number of Visits | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1696 | OR_unadj: 0.956 [0.759 1.205] | indivs AUC:0.444 Correlated most with: Number of Visits:1.000 Diagnosis:9ccs126:Ot up rsp in:0.440 Diagnosis:9ccs7:Viral infect:0.408 Diagnosis:9ccs92:Otitis media:0.404 Diagnosis:9ccs257:Ot aftercare:0.371 Diagnosis:9ccs155:Other GI dx:0.323 Diagnosis:9ccs133:Oth low resp:0.321 Diagnosis:9ccs128:Asthma:0.320 Diagnosis:9ccs253:Allergy:0.299 Diagnosis:9ccs135:Intest infct:0.295 Vital: Ht Percentile-avg13to16 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 661 | OR_unadj: 1.285 [0.973 1.695] | indivs AUC:0.545 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:0.074 Newborn Diagnosis:9ccs253:Allergy:-0.064 Diagnosis:9ccs0:No DX:0.058 Diagnosis:9ccs223:Birth trauma:0.057 Newborn Diagnosis:9ccs94:Other ear dx:0.057 Newborn Diagnosis:9ccs221:Resp distres:-0.056 Newborn Diagnosis:9ccs191:Amnios dx:0.055 Diagnosis:9ccs117:Ot circul dx:-0.055 Newborn Diagnosis:9ccs219:Low birth wt:-0.054 Diagnosis:9ccs219:Low birth wt:-0.054 Vital: Ht Percentile-gain5to10 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 590 | OR_unadj: 0.909 [0.659 1.253] | indivs AUC:0.501 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:0.074 Newborn Diagnosis:9ccs191:Amnios dx:-0.062 Lab:292495 LEAD LEVEL - Sunrise:0.057 Diagnosis:9ccs243:Poisn nonmed:0.055 Diagnosis:9ccs250:Nausea/vomit:-0.053 Diagnosis:9ccs137:Mouth dx:-0.046 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.045 Diagnosis:9ccs247:Lymph enlarg:0.044 Newborn Diagnosis:9ccs224:Ot perint dx:-0.042 Diagnosis:9ccs155:Other GI dx:-0.041 * Vital: Wt Percentile-gain0to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 914 | OR_unadj: 2.491 [1.969 3.150] | indivs AUC:0.673 Correlated most with: Diagnosis:9ccs136:Teeth dx:-0.092 Diagnosis:9ccs128:Asthma:0.073 Diagnosis:9ccs59:Anemia:-0.058 Newborn Diagnosis:9ccs253:Allergy:-0.057 MatDeliveryAge:-0.055 Diagnosis:9ccs253:Allergy:0.053 Diagnosis:9ccs62:Coag/hemr dx:-0.052 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.052 Diagnosis:9ccs239:Superfic inj:-0.051 Diagnosis:9ccs147:Anal/rectal:0.049 Vital: Wt Percentile-gain13to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 812 | OR_unadj: 1.283 [0.948 1.736] | indivs AUC:0.545 Correlated most with: Diagnosis:9ccs239:Superfic inj:0.063 Diagnosis:9ccs59:Anemia:-0.062 Diagnosis:9ccs211:Ot conn tiss:-0.059 Newborn Diagnosis:9ccs223:Birth trauma:-0.057 Diagnosis:9ccs208:Acq foot def:-0.051 Diagnosis:9ccs198:Ot infl skin:-0.049 Newborn Diagnosis:9ccs217:Ot cong anom:-0.049 Diagnosis:9ccs75:Hx mental dx:-0.048 Newborn Diagnosis:9ccs213:Cardiac anom:-0.047 Lab:294203 BILIRUBIN TOTAL - LMC:-0.042 * Vital: Wt for Length ZScore-gain0to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.761 Correlated most with: Diagnosis:9ccs128:Asthma:0.102 Diagnosis:9ccs95:Oth nerv dx:-0.083 Number of Visits:0.073 Diagnosis:9ccs138:Esophgeal dx:-0.071 Diagnosis:9ccs133:Oth low resp:0.067 Diagnosis:9ccs92:Otitis media:0.064 Diagnosis:9ccs122:Pneumonia:0.061 Diagnosis:9ccs125:Bronchitis:0.055 Newborn Diagnosis:9ccs191:Amnios dx:0.054 Diagnosis:9ccs143:Abdom hernia:0.052 Vital: BMI-gain1to5 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1461 | OR_unadj: 0.988 [0.787 1.241] | indivs AUC:0.502 Correlated most with: Number of Visits:0.153 Diagnosis:9ccs126:Ot up rsp in:0.121 Diagnosis:9ccs257:Ot aftercare:0.076 Lab:297275 STREP RAPID TEST (POCT):-0.069 Newborn Diagnosis:9ccs219:Low birth wt:0.057 Diagnosis:9ccs212:Ot bone dx:-0.055 Diagnosis:9ccs96:Hrt valve dx:0.055 Diagnosis:9ccs92:Otitis media:0.054 Diagnosis:9ccs138:Esophgeal dx:-0.054 Diagnosis:9ccs124:Tonsillitis:0.046 Vital: Wt for Length ZScore-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1343 | OR_unadj: 1.177 [0.935 1.480] | indivs AUC:0.554 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.098 Diagnosis:9ccs151:Oth liver dx:-0.081 Diagnosis:9ccs216:Nerv cong an:-0.074 Diagnosis:9ccs122:Pneumonia:0.074 Diagnosis:9ccs198:Ot infl skin:0.068 Diagnosis:9ccs217:Ot cong anom:-0.061 Diagnosis:9ccs219:Low birth wt:-0.056 Newborn Diagnosis:9ccs221:Resp distres:-0.053 Diagnosis:9ccs125:Bronchitis:-0.053 Diagnosis:9ccs95:Oth nerv dx:-0.052 Vital : 0.55862527069 MatDeliveryAge : 0.00918710365197 Number of Visits : -4.27920370972e-05 Time to run analysis 0:00:40.140832 Total Time elapsed 7:02:28.199901 ----------------------------------------------------- boys min_5 no_census randomforest regression Running batch 1 of 7 with 16 nodes Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.879, R^2 test: 0.246 Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.842, R^2 test: 0.248 Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.707, R^2 test: 0.252 Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.631, R^2 test: 0.255 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.911, Explained Variance Score Train: 0.631 AUC Validation: 0.768, Explained Variance Score Validation: 0.258 AUC Test: 0.764, Explained Variance Score Test: 0.290 Bootstrap CV 15, alpha = (3000, 2, 1), R^2 train: 0.883, R^2 test: 0.152 Bootstrap CV 15, alpha = (3000, 2, 2), R^2 train: 0.821, R^2 test: 0.146 Bootstrap CV 15, alpha = (3000, 2, 5), R^2 train: 0.668, R^2 test: 0.154 Bootstrap CV 15, alpha = (3000, 2, 7), R^2 train: 0.598, R^2 test: 0.150 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.930, Explained Variance Score Train: 0.598 AUC Validation: 0.691, Explained Variance Score Validation: 0.155 AUC Test: 0.777, Explained Variance Score Test: 0.284 Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.893, R^2 test: 0.221 Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.839, R^2 test: 0.225 Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.695, R^2 test: 0.231 Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.613, R^2 test: 0.229 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.923, Explained Variance Score Train: 0.613 AUC Validation: 0.768, Explained Variance Score Validation: 0.229 AUC Test: 0.771, Explained Variance Score Test: 0.298 Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.215 Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.838, R^2 test: 0.240 Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.696, R^2 test: 0.225 Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.617, R^2 test: 0.203 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.922, Explained Variance Score Train: 0.617 AUC Validation: 0.735, Explained Variance Score Validation: 0.210 AUC Test: 0.747, Explained Variance Score Test: 0.285 Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.049 Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.863, R^2 test: 0.056 Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.724, R^2 test: 0.072 Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.644, R^2 test: 0.089 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.938, Explained Variance Score Train: 0.644 AUC Validation: 0.602, Explained Variance Score Validation: 0.117 AUC Test: 0.755, Explained Variance Score Test: 0.303 Bootstrap CV 12, alpha = (3000, 2, 1), R^2 train: 0.881, R^2 test: 0.240 Bootstrap CV 12, alpha = (3000, 2, 2), R^2 train: 0.824, R^2 test: 0.267 Bootstrap CV 12, alpha = (3000, 2, 5), R^2 train: 0.677, R^2 test: 0.265 Bootstrap CV 12, alpha = (3000, 2, 7), R^2 train: 0.609, R^2 test: 0.258 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.945, Explained Variance Score Train: 0.609 AUC Validation: 0.692, Explained Variance Score Validation: 0.258 AUC Test: 0.756, Explained Variance Score Test: 0.324 Bootstrap CV 11, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.166 Bootstrap CV 11, alpha = (3000, 2, 2), R^2 train: 0.850, R^2 test: 0.200 Bootstrap CV 11, alpha = (3000, 2, 5), R^2 train: 0.717, R^2 test: 0.217 Bootstrap CV 11, alpha = (3000, 2, 7), R^2 train: 0.649, R^2 test: 0.222 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.949, Explained Variance Score Train: 0.717 AUC Validation: 0.763, Explained Variance Score Validation: 0.226 AUC Test: 0.744, Explained Variance Score Test: 0.283 Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.321 Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.865, R^2 test: 0.321 Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.718, R^2 test: 0.234 Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.640, R^2 test: 0.213 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.985, Explained Variance Score Train: 0.897 AUC Validation: 0.807, Explained Variance Score Validation: 0.342 AUC Test: 0.751, Explained Variance Score Test: 0.268 Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.124 Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.837, R^2 test: 0.105 Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.690, R^2 test: 0.160 Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.618, R^2 test: 0.174 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.924, Explained Variance Score Train: 0.618 AUC Validation: 0.721, Explained Variance Score Validation: 0.183 AUC Test: 0.763, Explained Variance Score Test: 0.293 Bootstrap CV 10, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.144 Bootstrap CV 10, alpha = (3000, 2, 2), R^2 train: 0.850, R^2 test: 0.136 Bootstrap CV 10, alpha = (3000, 2, 5), R^2 train: 0.719, R^2 test: 0.131 Bootstrap CV 10, alpha = (3000, 2, 7), R^2 train: 0.643, R^2 test: 0.134 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.930, Explained Variance Score Train: 0.643 AUC Validation: 0.682, Explained Variance Score Validation: 0.139 AUC Test: 0.762, Explained Variance Score Test: 0.301 Bootstrap CV 13, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.130 Bootstrap CV 13, alpha = (3000, 2, 2), R^2 train: 0.848, R^2 test: 0.149 Bootstrap CV 13, alpha = (3000, 2, 5), R^2 train: 0.683, R^2 test: 0.160 Bootstrap CV 13, alpha = (3000, 2, 7), R^2 train: 0.606, R^2 test: 0.157 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.908, Explained Variance Score Train: 0.606 AUC Validation: 0.799, Explained Variance Score Validation: 0.158 AUC Test: 0.760, Explained Variance Score Test: 0.288 Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.259 Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.838, R^2 test: 0.281 Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.685, R^2 test: 0.294 Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.616, R^2 test: 0.294 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.936, Explained Variance Score Train: 0.616 AUC Validation: 0.770, Explained Variance Score Validation: 0.296 AUC Test: 0.760, Explained Variance Score Test: 0.292 Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.152 Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.847, R^2 test: 0.183 Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.724, R^2 test: 0.196 Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.658, R^2 test: 0.200 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.951, Explained Variance Score Train: 0.658 AUC Validation: 0.707, Explained Variance Score Validation: 0.212 AUC Test: 0.746, Explained Variance Score Test: 0.246 Bootstrap CV 14, alpha = (3000, 2, 1), R^2 train: 0.906, R^2 test: 0.363 Bootstrap CV 14, alpha = (3000, 2, 2), R^2 train: 0.877, R^2 test: 0.382 Bootstrap CV 14, alpha = (3000, 2, 5), R^2 train: 0.744, R^2 test: 0.367 Bootstrap CV 14, alpha = (3000, 2, 7), R^2 train: 0.688, R^2 test: 0.376 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.986, Explained Variance Score Train: 0.906 AUC Validation: 0.777, Explained Variance Score Validation: 0.387 AUC Test: 0.766, Explained Variance Score Test: 0.253 Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.303 Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.820, R^2 test: 0.317 Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.640, R^2 test: 0.303 Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.560, R^2 test: 0.295 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.956, Explained Variance Score Train: 0.560 AUC Validation: 0.741, Explained Variance Score Validation: 0.297 AUC Test: 0.742, Explained Variance Score Test: 0.240 Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.893, R^2 test: 0.168 Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.855, R^2 test: 0.165 Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.714, R^2 test: 0.151 Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.635, R^2 test: 0.153 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.918, Explained Variance Score Train: 0.635 AUC Validation: 0.673, Explained Variance Score Validation: 0.161 AUC Test: 0.757, Explained Variance Score Test: 0.286 Running batch 2 of 7 with 16 nodes Bootstrap CV 17, alpha = (3000, 2, 1), R^2 train: 0.884, R^2 test: 0.318 Bootstrap CV 17, alpha = (3000, 2, 2), R^2 train: 0.832, R^2 test: 0.309 Bootstrap CV 17, alpha = (3000, 2, 5), R^2 train: 0.686, R^2 test: 0.320 Bootstrap CV 17, alpha = (3000, 2, 7), R^2 train: 0.603, R^2 test: 0.316 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.938, Explained Variance Score Train: 0.603 AUC Validation: 0.836, Explained Variance Score Validation: 0.319 AUC Test: 0.765, Explained Variance Score Test: 0.284 Bootstrap CV 16, alpha = (3000, 2, 1), R^2 train: 0.898, R^2 test: -0.041 Bootstrap CV 16, alpha = (3000, 2, 2), R^2 train: 0.854, R^2 test: -0.006 Bootstrap CV 16, alpha = (3000, 2, 5), R^2 train: 0.735, R^2 test: -0.007 Bootstrap CV 16, alpha = (3000, 2, 7), R^2 train: 0.667, R^2 test: -0.009 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.936, Explained Variance Score Train: 0.667 AUC Validation: 0.681, Explained Variance Score Validation: 0.038 AUC Test: 0.763, Explained Variance Score Test: 0.314 Bootstrap CV 19, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: -0.072 Bootstrap CV 19, alpha = (3000, 2, 2), R^2 train: 0.835, R^2 test: -0.025 Bootstrap CV 19, alpha = (3000, 2, 5), R^2 train: 0.673, R^2 test: 0.034 Bootstrap CV 19, alpha = (3000, 2, 7), R^2 train: 0.602, R^2 test: 0.051 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.929, Explained Variance Score Train: 0.602 AUC Validation: 0.718, Explained Variance Score Validation: 0.052 AUC Test: 0.758, Explained Variance Score Test: 0.300 Bootstrap CV 20, alpha = (3000, 2, 1), R^2 train: 0.870, R^2 test: -0.009 Bootstrap CV 20, alpha = (3000, 2, 2), R^2 train: 0.779, R^2 test: 0.043 Bootstrap CV 20, alpha = (3000, 2, 5), R^2 train: 0.598, R^2 test: 0.090 Bootstrap CV 20, alpha = (3000, 2, 7), R^2 train: 0.523, R^2 test: 0.093 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.896, Explained Variance Score Train: 0.523 AUC Validation: 0.687, Explained Variance Score Validation: 0.101 AUC Test: 0.764, Explained Variance Score Test: 0.270 Bootstrap CV 26, alpha = (3000, 2, 1), R^2 train: 0.903, R^2 test: 0.283 Bootstrap CV 26, alpha = (3000, 2, 2), R^2 train: 0.867, R^2 test: 0.294 Bootstrap CV 26, alpha = (3000, 2, 5), R^2 train: 0.726, R^2 test: 0.291 Bootstrap CV 26, alpha = (3000, 2, 7), R^2 train: 0.651, R^2 test: 0.274 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.929, Explained Variance Score Train: 0.651 AUC Validation: 0.753, Explained Variance Score Validation: 0.275 AUC Test: 0.759, Explained Variance Score Test: 0.282 Bootstrap CV 27, alpha = (3000, 2, 1), R^2 train: 0.899, R^2 test: 0.210 Bootstrap CV 27, alpha = (3000, 2, 2), R^2 train: 0.859, R^2 test: 0.222 Bootstrap CV 27, alpha = (3000, 2, 5), R^2 train: 0.715, R^2 test: 0.269 Bootstrap CV 27, alpha = (3000, 2, 7), R^2 train: 0.649, R^2 test: 0.275 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.932, Explained Variance Score Train: 0.649 AUC Validation: 0.725, Explained Variance Score Validation: 0.312 AUC Test: 0.760, Explained Variance Score Test: 0.286 Bootstrap CV 31, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.239 Bootstrap CV 31, alpha = (3000, 2, 2), R^2 train: 0.858, R^2 test: 0.238 Bootstrap CV 31, alpha = (3000, 2, 5), R^2 train: 0.732, R^2 test: 0.224 Bootstrap CV 31, alpha = (3000, 2, 7), R^2 train: 0.660, R^2 test: 0.221 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.928, Explained Variance Score Train: 0.660 AUC Validation: 0.739, Explained Variance Score Validation: 0.236 AUC Test: 0.759, Explained Variance Score Test: 0.305 Bootstrap CV 18, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.279 Bootstrap CV 18, alpha = (3000, 2, 2), R^2 train: 0.842, R^2 test: 0.304 Bootstrap CV 18, alpha = (3000, 2, 5), R^2 train: 0.691, R^2 test: 0.289 Bootstrap CV 18, alpha = (3000, 2, 7), R^2 train: 0.618, R^2 test: 0.257 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.953, Explained Variance Score Train: 0.691 AUC Validation: 0.745, Explained Variance Score Validation: 0.289 AUC Test: 0.781, Explained Variance Score Test: 0.321 Bootstrap CV 22, alpha = (3000, 2, 1), R^2 train: 0.906, R^2 test: 0.171 Bootstrap CV 22, alpha = (3000, 2, 2), R^2 train: 0.872, R^2 test: 0.169 Bootstrap CV 22, alpha = (3000, 2, 5), R^2 train: 0.734, R^2 test: 0.187 Bootstrap CV 22, alpha = (3000, 2, 7), R^2 train: 0.650, R^2 test: 0.177 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.974, Explained Variance Score Train: 0.872 AUC Validation: 0.780, Explained Variance Score Validation: 0.174 AUC Test: 0.768, Explained Variance Score Test: 0.286 Bootstrap CV 24, alpha = (3000, 2, 1), R^2 train: 0.900, R^2 test: 0.163 Bootstrap CV 24, alpha = (3000, 2, 2), R^2 train: 0.856, R^2 test: 0.165 Bootstrap CV 24, alpha = (3000, 2, 5), R^2 train: 0.728, R^2 test: 0.164 Bootstrap CV 24, alpha = (3000, 2, 7), R^2 train: 0.653, R^2 test: 0.168 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.915, Explained Variance Score Train: 0.653 AUC Validation: 0.637, Explained Variance Score Validation: 0.168 AUC Test: 0.757, Explained Variance Score Test: 0.285 Bootstrap CV 21, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.130 Bootstrap CV 21, alpha = (3000, 2, 2), R^2 train: 0.845, R^2 test: 0.134 Bootstrap CV 21, alpha = (3000, 2, 5), R^2 train: 0.710, R^2 test: 0.128 Bootstrap CV 21, alpha = (3000, 2, 7), R^2 train: 0.639, R^2 test: 0.117 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.935, Explained Variance Score Train: 0.640 AUC Validation: 0.748, Explained Variance Score Validation: 0.119 AUC Test: 0.743, Explained Variance Score Test: 0.242 Bootstrap CV 30, alpha = (3000, 2, 1), R^2 train: 0.882, R^2 test: 0.239 Bootstrap CV 30, alpha = (3000, 2, 2), R^2 train: 0.841, R^2 test: 0.218 Bootstrap CV 30, alpha = (3000, 2, 5), R^2 train: 0.725, R^2 test: 0.206 Bootstrap CV 30, alpha = (3000, 2, 7), R^2 train: 0.649, R^2 test: 0.207 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.973, Explained Variance Score Train: 0.841 AUC Validation: 0.730, Explained Variance Score Validation: 0.218 AUC Test: 0.769, Explained Variance Score Test: 0.298 Bootstrap CV 25, alpha = (3000, 2, 1), R^2 train: 0.885, R^2 test: 0.200 Bootstrap CV 25, alpha = (3000, 2, 2), R^2 train: 0.804, R^2 test: 0.189 Bootstrap CV 25, alpha = (3000, 2, 5), R^2 train: 0.643, R^2 test: 0.217 Bootstrap CV 25, alpha = (3000, 2, 7), R^2 train: 0.570, R^2 test: 0.213 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.932, Explained Variance Score Train: 0.570 AUC Validation: 0.751, Explained Variance Score Validation: 0.266 AUC Test: 0.754, Explained Variance Score Test: 0.265 Bootstrap CV 28, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.308 Bootstrap CV 28, alpha = (3000, 2, 2), R^2 train: 0.851, R^2 test: 0.317 Bootstrap CV 28, alpha = (3000, 2, 5), R^2 train: 0.707, R^2 test: 0.299 Bootstrap CV 28, alpha = (3000, 2, 7), R^2 train: 0.637, R^2 test: 0.288 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.916, Explained Variance Score Train: 0.637 AUC Validation: 0.834, Explained Variance Score Validation: 0.289 AUC Test: 0.763, Explained Variance Score Test: 0.303 Bootstrap CV 23, alpha = (3000, 2, 1), R^2 train: 0.889, R^2 test: 0.199 Bootstrap CV 23, alpha = (3000, 2, 2), R^2 train: 0.827, R^2 test: 0.246 Bootstrap CV 23, alpha = (3000, 2, 5), R^2 train: 0.674, R^2 test: 0.290 Bootstrap CV 23, alpha = (3000, 2, 7), R^2 train: 0.603, R^2 test: 0.269 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.931, Explained Variance Score Train: 0.604 AUC Validation: 0.767, Explained Variance Score Validation: 0.279 AUC Test: 0.760, Explained Variance Score Test: 0.281 Bootstrap CV 29, alpha = (3000, 2, 1), R^2 train: 0.887, R^2 test: 0.310 Bootstrap CV 29, alpha = (3000, 2, 2), R^2 train: 0.845, R^2 test: 0.322 Bootstrap CV 29, alpha = (3000, 2, 5), R^2 train: 0.713, R^2 test: 0.311 Bootstrap CV 29, alpha = (3000, 2, 7), R^2 train: 0.631, R^2 test: 0.297 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.933, Explained Variance Score Train: 0.631 AUC Validation: 0.822, Explained Variance Score Validation: 0.305 AUC Test: 0.755, Explained Variance Score Test: 0.297 Running batch 3 of 7 with 16 nodes Bootstrap CV 36, alpha = (3000, 2, 1), R^2 train: 0.873, R^2 test: 0.296 Bootstrap CV 36, alpha = (3000, 2, 2), R^2 train: 0.764, R^2 test: 0.297 Bootstrap CV 36, alpha = (3000, 2, 5), R^2 train: 0.609, R^2 test: 0.275 Bootstrap CV 36, alpha = (3000, 2, 7), R^2 train: 0.542, R^2 test: 0.269 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.947, Explained Variance Score Train: 0.609 AUC Validation: 0.751, Explained Variance Score Validation: 0.280 AUC Test: 0.769, Explained Variance Score Test: 0.268 Bootstrap CV 46, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.268 Bootstrap CV 46, alpha = (3000, 2, 2), R^2 train: 0.839, R^2 test: 0.294 Bootstrap CV 46, alpha = (3000, 2, 5), R^2 train: 0.708, R^2 test: 0.308 Bootstrap CV 46, alpha = (3000, 2, 7), R^2 train: 0.639, R^2 test: 0.303 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.955, Explained Variance Score Train: 0.639 AUC Validation: 0.824, Explained Variance Score Validation: 0.309 AUC Test: 0.753, Explained Variance Score Test: 0.276 Bootstrap CV 42, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.237 Bootstrap CV 42, alpha = (3000, 2, 2), R^2 train: 0.850, R^2 test: 0.242 Bootstrap CV 42, alpha = (3000, 2, 5), R^2 train: 0.730, R^2 test: 0.250 Bootstrap CV 42, alpha = (3000, 2, 7), R^2 train: 0.666, R^2 test: 0.243 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.946, Explained Variance Score Train: 0.666 AUC Validation: 0.774, Explained Variance Score Validation: 0.250 AUC Test: 0.756, Explained Variance Score Test: 0.259 Bootstrap CV 41, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.120 Bootstrap CV 41, alpha = (3000, 2, 2), R^2 train: 0.864, R^2 test: 0.164 Bootstrap CV 41, alpha = (3000, 2, 5), R^2 train: 0.735, R^2 test: 0.202 Bootstrap CV 41, alpha = (3000, 2, 7), R^2 train: 0.660, R^2 test: 0.231 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.931, Explained Variance Score Train: 0.661 AUC Validation: 0.691, Explained Variance Score Validation: 0.238 AUC Test: 0.740, Explained Variance Score Test: 0.254 Bootstrap CV 34, alpha = (3000, 2, 1), R^2 train: 0.885, R^2 test: 0.345 Bootstrap CV 34, alpha = (3000, 2, 2), R^2 train: 0.829, R^2 test: 0.344 Bootstrap CV 34, alpha = (3000, 2, 5), R^2 train: 0.661, R^2 test: 0.368 Bootstrap CV 34, alpha = (3000, 2, 7), R^2 train: 0.587, R^2 test: 0.362 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.944, Explained Variance Score Train: 0.587 AUC Validation: 0.777, Explained Variance Score Validation: 0.366 AUC Test: 0.757, Explained Variance Score Test: 0.274 Bootstrap CV 40, alpha = (3000, 2, 1), R^2 train: 0.877, R^2 test: 0.285 Bootstrap CV 40, alpha = (3000, 2, 2), R^2 train: 0.845, R^2 test: 0.285 Bootstrap CV 40, alpha = (3000, 2, 5), R^2 train: 0.714, R^2 test: 0.255 Bootstrap CV 40, alpha = (3000, 2, 7), R^2 train: 0.642, R^2 test: 0.241 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.928, Explained Variance Score Train: 0.714 AUC Validation: 0.719, Explained Variance Score Validation: 0.259 AUC Test: 0.746, Explained Variance Score Test: 0.274 Bootstrap CV 32, alpha = (3000, 2, 1), R^2 train: 0.919, R^2 test: 0.303 Bootstrap CV 32, alpha = (3000, 2, 2), R^2 train: 0.893, R^2 test: 0.297 Bootstrap CV 32, alpha = (3000, 2, 5), R^2 train: 0.774, R^2 test: 0.294 Bootstrap CV 32, alpha = (3000, 2, 7), R^2 train: 0.702, R^2 test: 0.268 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.980, Explained Variance Score Train: 0.919 AUC Validation: 0.789, Explained Variance Score Validation: 0.303 AUC Test: 0.753, Explained Variance Score Test: 0.290 Bootstrap CV 43, alpha = (3000, 2, 1), R^2 train: 0.886, R^2 test: -0.007 Bootstrap CV 43, alpha = (3000, 2, 2), R^2 train: 0.840, R^2 test: 0.028 Bootstrap CV 43, alpha = (3000, 2, 5), R^2 train: 0.713, R^2 test: 0.055 Bootstrap CV 43, alpha = (3000, 2, 7), R^2 train: 0.646, R^2 test: 0.066 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.949, Explained Variance Score Train: 0.714 AUC Validation: 0.625, Explained Variance Score Validation: 0.057 AUC Test: 0.737, Explained Variance Score Test: 0.247 Bootstrap CV 38, alpha = (3000, 2, 1), R^2 train: 0.874, R^2 test: 0.112 Bootstrap CV 38, alpha = (3000, 2, 2), R^2 train: 0.800, R^2 test: 0.135 Bootstrap CV 38, alpha = (3000, 2, 5), R^2 train: 0.632, R^2 test: 0.147 Bootstrap CV 38, alpha = (3000, 2, 7), R^2 train: 0.558, R^2 test: 0.152 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.935, Explained Variance Score Train: 0.558 AUC Validation: 0.627, Explained Variance Score Validation: 0.152 AUC Test: 0.779, Explained Variance Score Test: 0.307 Bootstrap CV 33, alpha = (3000, 2, 1), R^2 train: 0.893, R^2 test: 0.177 Bootstrap CV 33, alpha = (3000, 2, 2), R^2 train: 0.856, R^2 test: 0.199 Bootstrap CV 33, alpha = (3000, 2, 5), R^2 train: 0.722, R^2 test: 0.249 Bootstrap CV 33, alpha = (3000, 2, 7), R^2 train: 0.643, R^2 test: 0.259 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.930, Explained Variance Score Train: 0.643 AUC Validation: 0.747, Explained Variance Score Validation: 0.310 AUC Test: 0.747, Explained Variance Score Test: 0.259 Bootstrap CV 37, alpha = (3000, 2, 1), R^2 train: 0.901, R^2 test: 0.177 Bootstrap CV 37, alpha = (3000, 2, 2), R^2 train: 0.866, R^2 test: 0.193 Bootstrap CV 37, alpha = (3000, 2, 5), R^2 train: 0.740, R^2 test: 0.198 Bootstrap CV 37, alpha = (3000, 2, 7), R^2 train: 0.665, R^2 test: 0.211 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.974, Explained Variance Score Train: 0.866 AUC Validation: 0.737, Explained Variance Score Validation: 0.208 AUC Test: 0.769, Explained Variance Score Test: 0.278 Bootstrap CV 35, alpha = (3000, 2, 1), R^2 train: 0.916, R^2 test: 0.086 Bootstrap CV 35, alpha = (3000, 2, 2), R^2 train: 0.896, R^2 test: 0.091 Bootstrap CV 35, alpha = (3000, 2, 5), R^2 train: 0.803, R^2 test: 0.121 Bootstrap CV 35, alpha = (3000, 2, 7), R^2 train: 0.740, R^2 test: 0.124 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.946, Explained Variance Score Train: 0.803 AUC Validation: 0.743, Explained Variance Score Validation: 0.123 AUC Test: 0.757, Explained Variance Score Test: 0.294 Bootstrap CV 45, alpha = (3000, 2, 1), R^2 train: 0.887, R^2 test: 0.309 Bootstrap CV 45, alpha = (3000, 2, 2), R^2 train: 0.844, R^2 test: 0.298 Bootstrap CV 45, alpha = (3000, 2, 5), R^2 train: 0.705, R^2 test: 0.295 Bootstrap CV 45, alpha = (3000, 2, 7), R^2 train: 0.631, R^2 test: 0.308 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.907, Explained Variance Score Train: 0.631 AUC Validation: 0.727, Explained Variance Score Validation: 0.308 AUC Test: 0.745, Explained Variance Score Test: 0.275 Bootstrap CV 44, alpha = (3000, 2, 1), R^2 train: 0.890, R^2 test: 0.199 Bootstrap CV 44, alpha = (3000, 2, 2), R^2 train: 0.845, R^2 test: 0.205 Bootstrap CV 44, alpha = (3000, 2, 5), R^2 train: 0.701, R^2 test: 0.221 Bootstrap CV 44, alpha = (3000, 2, 7), R^2 train: 0.624, R^2 test: 0.226 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.932, Explained Variance Score Train: 0.624 AUC Validation: 0.720, Explained Variance Score Validation: 0.236 AUC Test: 0.734, Explained Variance Score Test: 0.241 Bootstrap CV 47, alpha = (3000, 2, 1), R^2 train: 0.881, R^2 test: 0.194 Bootstrap CV 47, alpha = (3000, 2, 2), R^2 train: 0.826, R^2 test: 0.217 Bootstrap CV 47, alpha = (3000, 2, 5), R^2 train: 0.671, R^2 test: 0.249 Bootstrap CV 47, alpha = (3000, 2, 7), R^2 train: 0.593, R^2 test: 0.248 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.927, Explained Variance Score Train: 0.593 AUC Validation: 0.794, Explained Variance Score Validation: 0.266 AUC Test: 0.776, Explained Variance Score Test: 0.306 Bootstrap CV 39, alpha = (3000, 2, 1), R^2 train: 0.886, R^2 test: 0.277 Bootstrap CV 39, alpha = (3000, 2, 2), R^2 train: 0.845, R^2 test: 0.276 Bootstrap CV 39, alpha = (3000, 2, 5), R^2 train: 0.688, R^2 test: 0.257 Bootstrap CV 39, alpha = (3000, 2, 7), R^2 train: 0.608, R^2 test: 0.247 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.909, Explained Variance Score Train: 0.608 AUC Validation: 0.744, Explained Variance Score Validation: 0.256 AUC Test: 0.762, Explained Variance Score Test: 0.298 Running batch 4 of 7 with 16 nodes Bootstrap CV 52, alpha = (3000, 2, 1), R^2 train: 0.886, R^2 test: 0.139 Bootstrap CV 52, alpha = (3000, 2, 2), R^2 train: 0.842, R^2 test: 0.141 Bootstrap CV 52, alpha = (3000, 2, 5), R^2 train: 0.706, R^2 test: 0.106 Bootstrap CV 52, alpha = (3000, 2, 7), R^2 train: 0.629, R^2 test: 0.100 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.945, Explained Variance Score Train: 0.706 AUC Validation: 0.634, Explained Variance Score Validation: 0.146 AUC Test: 0.733, Explained Variance Score Test: 0.241 Bootstrap CV 58, alpha = (3000, 2, 1), R^2 train: 0.877, R^2 test: 0.295 Bootstrap CV 58, alpha = (3000, 2, 2), R^2 train: 0.831, R^2 test: 0.291 Bootstrap CV 58, alpha = (3000, 2, 5), R^2 train: 0.682, R^2 test: 0.323 Bootstrap CV 58, alpha = (3000, 2, 7), R^2 train: 0.605, R^2 test: 0.328 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.936, Explained Variance Score Train: 0.682 AUC Validation: 0.776, Explained Variance Score Validation: 0.325 AUC Test: 0.773, Explained Variance Score Test: 0.310 Bootstrap CV 48, alpha = (3000, 2, 1), R^2 train: 0.880, R^2 test: 0.135 Bootstrap CV 48, alpha = (3000, 2, 2), R^2 train: 0.821, R^2 test: 0.158 Bootstrap CV 48, alpha = (3000, 2, 5), R^2 train: 0.631, R^2 test: 0.209 Bootstrap CV 48, alpha = (3000, 2, 7), R^2 train: 0.557, R^2 test: 0.222 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.932, Explained Variance Score Train: 0.557 AUC Validation: 0.810, Explained Variance Score Validation: 0.235 AUC Test: 0.757, Explained Variance Score Test: 0.281 Bootstrap CV 49, alpha = (3000, 2, 1), R^2 train: 0.883, R^2 test: 0.135 Bootstrap CV 49, alpha = (3000, 2, 2), R^2 train: 0.848, R^2 test: 0.143 Bootstrap CV 49, alpha = (3000, 2, 5), R^2 train: 0.709, R^2 test: 0.177 Bootstrap CV 49, alpha = (3000, 2, 7), R^2 train: 0.629, R^2 test: 0.174 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.938, Explained Variance Score Train: 0.709 AUC Validation: 0.818, Explained Variance Score Validation: 0.186 AUC Test: 0.751, Explained Variance Score Test: 0.305 Bootstrap CV 62, alpha = (3000, 2, 1), R^2 train: 0.889, R^2 test: 0.168 Bootstrap CV 62, alpha = (3000, 2, 2), R^2 train: 0.831, R^2 test: 0.192 Bootstrap CV 62, alpha = (3000, 2, 5), R^2 train: 0.669, R^2 test: 0.172 Bootstrap CV 62, alpha = (3000, 2, 7), R^2 train: 0.599, R^2 test: 0.171 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.955, Explained Variance Score Train: 0.669 AUC Validation: 0.753, Explained Variance Score Validation: 0.194 AUC Test: 0.761, Explained Variance Score Test: 0.294 Bootstrap CV 55, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.269 Bootstrap CV 55, alpha = (3000, 2, 2), R^2 train: 0.842, R^2 test: 0.290 Bootstrap CV 55, alpha = (3000, 2, 5), R^2 train: 0.693, R^2 test: 0.275 Bootstrap CV 55, alpha = (3000, 2, 7), R^2 train: 0.616, R^2 test: 0.255 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.953, Explained Variance Score Train: 0.616 AUC Validation: 0.730, Explained Variance Score Validation: 0.256 AUC Test: 0.763, Explained Variance Score Test: 0.293 Bootstrap CV 60, alpha = (3000, 2, 1), R^2 train: 0.886, R^2 test: 0.275 Bootstrap CV 60, alpha = (3000, 2, 2), R^2 train: 0.835, R^2 test: 0.274 Bootstrap CV 60, alpha = (3000, 2, 5), R^2 train: 0.704, R^2 test: 0.283 Bootstrap CV 60, alpha = (3000, 2, 7), R^2 train: 0.622, R^2 test: 0.279 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.983, Explained Variance Score Train: 0.835 AUC Validation: 0.878, Explained Variance Score Validation: 0.285 AUC Test: 0.761, Explained Variance Score Test: 0.286 Bootstrap CV 59, alpha = (3000, 2, 1), R^2 train: 0.913, R^2 test: 0.273 Bootstrap CV 59, alpha = (3000, 2, 2), R^2 train: 0.887, R^2 test: 0.295 Bootstrap CV 59, alpha = (3000, 2, 5), R^2 train: 0.778, R^2 test: 0.314 Bootstrap CV 59, alpha = (3000, 2, 7), R^2 train: 0.710, R^2 test: 0.300 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.961, Explained Variance Score Train: 0.778 AUC Validation: 0.787, Explained Variance Score Validation: 0.314 AUC Test: 0.755, Explained Variance Score Test: 0.242 Bootstrap CV 56, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.257 Bootstrap CV 56, alpha = (3000, 2, 2), R^2 train: 0.833, R^2 test: 0.253 Bootstrap CV 56, alpha = (3000, 2, 5), R^2 train: 0.667, R^2 test: 0.144 Bootstrap CV 56, alpha = (3000, 2, 7), R^2 train: 0.596, R^2 test: 0.136 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.920, Explained Variance Score Train: 0.596 AUC Validation: 0.779, Explained Variance Score Validation: 0.159 AUC Test: 0.754, Explained Variance Score Test: 0.169 Bootstrap CV 50, alpha = (3000, 2, 1), R^2 train: 0.904, R^2 test: 0.148 Bootstrap CV 50, alpha = (3000, 2, 2), R^2 train: 0.870, R^2 test: 0.152 Bootstrap CV 50, alpha = (3000, 2, 5), R^2 train: 0.754, R^2 test: 0.157 Bootstrap CV 50, alpha = (3000, 2, 7), R^2 train: 0.681, R^2 test: 0.165 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.978, Explained Variance Score Train: 0.904 AUC Validation: 0.760, Explained Variance Score Validation: 0.193 AUC Test: 0.759, Explained Variance Score Test: 0.313 Bootstrap CV 53, alpha = (3000, 2, 1), R^2 train: 0.910, R^2 test: -0.005 Bootstrap CV 53, alpha = (3000, 2, 2), R^2 train: 0.876, R^2 test: -0.007 Bootstrap CV 53, alpha = (3000, 2, 5), R^2 train: 0.764, R^2 test: -0.019 Bootstrap CV 53, alpha = (3000, 2, 7), R^2 train: 0.688, R^2 test: -0.027 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.943, Explained Variance Score Train: 0.688 AUC Validation: 0.628, Explained Variance Score Validation: 0.005 AUC Test: 0.747, Explained Variance Score Test: 0.282 Bootstrap CV 54, alpha = (3000, 2, 1), R^2 train: 0.899, R^2 test: 0.206 Bootstrap CV 54, alpha = (3000, 2, 2), R^2 train: 0.859, R^2 test: 0.268 Bootstrap CV 54, alpha = (3000, 2, 5), R^2 train: 0.733, R^2 test: 0.279 Bootstrap CV 54, alpha = (3000, 2, 7), R^2 train: 0.656, R^2 test: 0.254 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.915, Explained Variance Score Train: 0.656 AUC Validation: 0.810, Explained Variance Score Validation: 0.265 AUC Test: 0.756, Explained Variance Score Test: 0.287 Bootstrap CV 63, alpha = (3000, 2, 1), R^2 train: 0.876, R^2 test: 0.202 Bootstrap CV 63, alpha = (3000, 2, 2), R^2 train: 0.782, R^2 test: 0.168 Bootstrap CV 63, alpha = (3000, 2, 5), R^2 train: 0.618, R^2 test: 0.185 Bootstrap CV 63, alpha = (3000, 2, 7), R^2 train: 0.546, R^2 test: 0.189 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.937, Explained Variance Score Train: 0.546 AUC Validation: 0.734, Explained Variance Score Validation: 0.211 AUC Test: 0.761, Explained Variance Score Test: 0.285 Bootstrap CV 51, alpha = (3000, 2, 1), R^2 train: 0.860, R^2 test: 0.163 Bootstrap CV 51, alpha = (3000, 2, 2), R^2 train: 0.786, R^2 test: 0.129 Bootstrap CV 51, alpha = (3000, 2, 5), R^2 train: 0.588, R^2 test: 0.153 Bootstrap CV 51, alpha = (3000, 2, 7), R^2 train: 0.506, R^2 test: 0.162 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.991, Explained Variance Score Train: 0.860 AUC Validation: 0.754, Explained Variance Score Validation: 0.166 AUC Test: 0.756, Explained Variance Score Test: 0.227 Bootstrap CV 57, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.110 Bootstrap CV 57, alpha = (3000, 2, 2), R^2 train: 0.859, R^2 test: 0.128 Bootstrap CV 57, alpha = (3000, 2, 5), R^2 train: 0.741, R^2 test: 0.159 Bootstrap CV 57, alpha = (3000, 2, 7), R^2 train: 0.678, R^2 test: 0.164 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.923, Explained Variance Score Train: 0.678 AUC Validation: 0.695, Explained Variance Score Validation: 0.165 AUC Test: 0.784, Explained Variance Score Test: 0.301 Bootstrap CV 61, alpha = (3000, 2, 1), R^2 train: 0.886, R^2 test: 0.117 Bootstrap CV 61, alpha = (3000, 2, 2), R^2 train: 0.836, R^2 test: 0.135 Bootstrap CV 61, alpha = (3000, 2, 5), R^2 train: 0.686, R^2 test: 0.174 Bootstrap CV 61, alpha = (3000, 2, 7), R^2 train: 0.605, R^2 test: 0.182 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.957, Explained Variance Score Train: 0.605 AUC Validation: 0.740, Explained Variance Score Validation: 0.182 AUC Test: 0.742, Explained Variance Score Test: 0.283 Running batch 5 of 7 with 16 nodes Bootstrap CV 78, alpha = (3000, 2, 1), R^2 train: 0.870, R^2 test: 0.230 Bootstrap CV 78, alpha = (3000, 2, 2), R^2 train: 0.795, R^2 test: 0.227 Bootstrap CV 78, alpha = (3000, 2, 5), R^2 train: 0.631, R^2 test: 0.227 Bootstrap CV 78, alpha = (3000, 2, 7), R^2 train: 0.554, R^2 test: 0.225 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.912, Explained Variance Score Train: 0.554 AUC Validation: 0.761, Explained Variance Score Validation: 0.228 AUC Test: 0.752, Explained Variance Score Test: 0.275 Bootstrap CV 66, alpha = (3000, 2, 1), R^2 train: 0.904, R^2 test: 0.302 Bootstrap CV 66, alpha = (3000, 2, 2), R^2 train: 0.868, R^2 test: 0.315 Bootstrap CV 66, alpha = (3000, 2, 5), R^2 train: 0.745, R^2 test: 0.317 Bootstrap CV 66, alpha = (3000, 2, 7), R^2 train: 0.670, R^2 test: 0.319 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.922, Explained Variance Score Train: 0.670 AUC Validation: 0.789, Explained Variance Score Validation: 0.333 AUC Test: 0.739, Explained Variance Score Test: 0.225 Bootstrap CV 77, alpha = (3000, 2, 1), R^2 train: 0.901, R^2 test: -0.145 Bootstrap CV 77, alpha = (3000, 2, 2), R^2 train: 0.871, R^2 test: -0.141 Bootstrap CV 77, alpha = (3000, 2, 5), R^2 train: 0.762, R^2 test: -0.151 Bootstrap CV 77, alpha = (3000, 2, 7), R^2 train: 0.691, R^2 test: -0.164 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.927, Explained Variance Score Train: 0.691 AUC Validation: 0.621, Explained Variance Score Validation: -0.135 AUC Test: 0.736, Explained Variance Score Test: 0.254 Bootstrap CV 72, alpha = (3000, 2, 1), R^2 train: 0.885, R^2 test: 0.155 Bootstrap CV 72, alpha = (3000, 2, 2), R^2 train: 0.851, R^2 test: 0.159 Bootstrap CV 72, alpha = (3000, 2, 5), R^2 train: 0.730, R^2 test: 0.147 Bootstrap CV 72, alpha = (3000, 2, 7), R^2 train: 0.664, R^2 test: 0.144 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.902, Explained Variance Score Train: 0.665 AUC Validation: 0.716, Explained Variance Score Validation: 0.162 AUC Test: 0.722, Explained Variance Score Test: 0.253 Bootstrap CV 70, alpha = (3000, 2, 1), R^2 train: 0.902, R^2 test: 0.349 Bootstrap CV 70, alpha = (3000, 2, 2), R^2 train: 0.866, R^2 test: 0.349 Bootstrap CV 70, alpha = (3000, 2, 5), R^2 train: 0.736, R^2 test: 0.355 Bootstrap CV 70, alpha = (3000, 2, 7), R^2 train: 0.655, R^2 test: 0.337 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.926, Explained Variance Score Train: 0.655 AUC Validation: 0.766, Explained Variance Score Validation: 0.337 AUC Test: 0.760, Explained Variance Score Test: 0.293 Bootstrap CV 68, alpha = (3000, 2, 1), R^2 train: 0.893, R^2 test: 0.334 Bootstrap CV 68, alpha = (3000, 2, 2), R^2 train: 0.859, R^2 test: 0.339 Bootstrap CV 68, alpha = (3000, 2, 5), R^2 train: 0.738, R^2 test: 0.339 Bootstrap CV 68, alpha = (3000, 2, 7), R^2 train: 0.664, R^2 test: 0.341 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.912, Explained Variance Score Train: 0.664 AUC Validation: 0.819, Explained Variance Score Validation: 0.341 AUC Test: 0.752, Explained Variance Score Test: 0.272 Bootstrap CV 71, alpha = (3000, 2, 1), R^2 train: 0.876, R^2 test: 0.203 Bootstrap CV 71, alpha = (3000, 2, 2), R^2 train: 0.802, R^2 test: 0.225 Bootstrap CV 71, alpha = (3000, 2, 5), R^2 train: 0.633, R^2 test: 0.222 Bootstrap CV 71, alpha = (3000, 2, 7), R^2 train: 0.556, R^2 test: 0.210 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.950, Explained Variance Score Train: 0.633 AUC Validation: 0.767, Explained Variance Score Validation: 0.230 AUC Test: 0.747, Explained Variance Score Test: 0.270 Bootstrap CV 65, alpha = (3000, 2, 1), R^2 train: 0.909, R^2 test: 0.239 Bootstrap CV 65, alpha = (3000, 2, 2), R^2 train: 0.863, R^2 test: 0.233 Bootstrap CV 65, alpha = (3000, 2, 5), R^2 train: 0.741, R^2 test: 0.235 Bootstrap CV 65, alpha = (3000, 2, 7), R^2 train: 0.666, R^2 test: 0.227 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.934, Explained Variance Score Train: 0.666 AUC Validation: 0.728, Explained Variance Score Validation: 0.237 AUC Test: 0.733, Explained Variance Score Test: 0.257 Bootstrap CV 73, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.202 Bootstrap CV 73, alpha = (3000, 2, 2), R^2 train: 0.840, R^2 test: 0.239 Bootstrap CV 73, alpha = (3000, 2, 5), R^2 train: 0.677, R^2 test: 0.306 Bootstrap CV 73, alpha = (3000, 2, 7), R^2 train: 0.604, R^2 test: 0.312 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.909, Explained Variance Score Train: 0.604 AUC Validation: 0.838, Explained Variance Score Validation: 0.324 AUC Test: 0.774, Explained Variance Score Test: 0.269 Bootstrap CV 74, alpha = (3000, 2, 1), R^2 train: 0.899, R^2 test: 0.237 Bootstrap CV 74, alpha = (3000, 2, 2), R^2 train: 0.865, R^2 test: 0.238 Bootstrap CV 74, alpha = (3000, 2, 5), R^2 train: 0.740, R^2 test: 0.247 Bootstrap CV 74, alpha = (3000, 2, 7), R^2 train: 0.670, R^2 test: 0.256 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.991, Explained Variance Score Train: 0.899 AUC Validation: 0.789, Explained Variance Score Validation: 0.238 AUC Test: 0.739, Explained Variance Score Test: 0.250 Bootstrap CV 69, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.091 Bootstrap CV 69, alpha = (3000, 2, 2), R^2 train: 0.850, R^2 test: 0.105 Bootstrap CV 69, alpha = (3000, 2, 5), R^2 train: 0.692, R^2 test: 0.133 Bootstrap CV 69, alpha = (3000, 2, 7), R^2 train: 0.602, R^2 test: 0.162 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.913, Explained Variance Score Train: 0.602 AUC Validation: 0.748, Explained Variance Score Validation: 0.170 AUC Test: 0.740, Explained Variance Score Test: 0.275 Bootstrap CV 67, alpha = (3000, 2, 1), R^2 train: 0.905, R^2 test: 0.375 Bootstrap CV 67, alpha = (3000, 2, 2), R^2 train: 0.861, R^2 test: 0.367 Bootstrap CV 67, alpha = (3000, 2, 5), R^2 train: 0.735, R^2 test: 0.347 Bootstrap CV 67, alpha = (3000, 2, 7), R^2 train: 0.668, R^2 test: 0.328 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.913, Explained Variance Score Train: 0.668 AUC Validation: 0.791, Explained Variance Score Validation: 0.328 AUC Test: 0.754, Explained Variance Score Test: 0.267 Bootstrap CV 76, alpha = (3000, 2, 1), R^2 train: 0.907, R^2 test: 0.379 Bootstrap CV 76, alpha = (3000, 2, 2), R^2 train: 0.874, R^2 test: 0.388 Bootstrap CV 76, alpha = (3000, 2, 5), R^2 train: 0.743, R^2 test: 0.393 Bootstrap CV 76, alpha = (3000, 2, 7), R^2 train: 0.666, R^2 test: 0.412 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.921, Explained Variance Score Train: 0.666 AUC Validation: 0.797, Explained Variance Score Validation: 0.413 AUC Test: 0.755, Explained Variance Score Test: 0.261 Bootstrap CV 64, alpha = (3000, 2, 1), R^2 train: 0.885, R^2 test: 0.149 Bootstrap CV 64, alpha = (3000, 2, 2), R^2 train: 0.841, R^2 test: 0.158 Bootstrap CV 64, alpha = (3000, 2, 5), R^2 train: 0.709, R^2 test: 0.158 Bootstrap CV 64, alpha = (3000, 2, 7), R^2 train: 0.633, R^2 test: 0.153 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.981, Explained Variance Score Train: 0.841 AUC Validation: 0.669, Explained Variance Score Validation: 0.160 AUC Test: 0.724, Explained Variance Score Test: 0.234 Bootstrap CV 75, alpha = (3000, 2, 1), R^2 train: 0.868, R^2 test: 0.229 Bootstrap CV 75, alpha = (3000, 2, 2), R^2 train: 0.785, R^2 test: 0.228 Bootstrap CV 75, alpha = (3000, 2, 5), R^2 train: 0.621, R^2 test: 0.262 Bootstrap CV 75, alpha = (3000, 2, 7), R^2 train: 0.537, R^2 test: 0.267 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.902, Explained Variance Score Train: 0.537 AUC Validation: 0.819, Explained Variance Score Validation: 0.284 AUC Test: 0.723, Explained Variance Score Test: 0.234 Bootstrap CV 79, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.227 Bootstrap CV 79, alpha = (3000, 2, 2), R^2 train: 0.859, R^2 test: 0.223 Bootstrap CV 79, alpha = (3000, 2, 5), R^2 train: 0.726, R^2 test: 0.235 Bootstrap CV 79, alpha = (3000, 2, 7), R^2 train: 0.656, R^2 test: 0.230 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.947, Explained Variance Score Train: 0.726 AUC Validation: 0.771, Explained Variance Score Validation: 0.239 AUC Test: 0.772, Explained Variance Score Test: 0.292 Running batch 6 of 7 with 16 nodes Bootstrap CV 88, alpha = (3000, 2, 1), R^2 train: 0.898, R^2 test: 0.160 Bootstrap CV 88, alpha = (3000, 2, 2), R^2 train: 0.863, R^2 test: 0.177 Bootstrap CV 88, alpha = (3000, 2, 5), R^2 train: 0.717, R^2 test: 0.165 Bootstrap CV 88, alpha = (3000, 2, 7), R^2 train: 0.620, R^2 test: 0.157 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.929, Explained Variance Score Train: 0.620 AUC Validation: 0.749, Explained Variance Score Validation: 0.157 AUC Test: 0.738, Explained Variance Score Test: 0.267 Bootstrap CV 84, alpha = (3000, 2, 1), R^2 train: 0.907, R^2 test: 0.221 Bootstrap CV 84, alpha = (3000, 2, 2), R^2 train: 0.870, R^2 test: 0.229 Bootstrap CV 84, alpha = (3000, 2, 5), R^2 train: 0.736, R^2 test: 0.240 Bootstrap CV 84, alpha = (3000, 2, 7), R^2 train: 0.670, R^2 test: 0.246 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.925, Explained Variance Score Train: 0.670 AUC Validation: 0.770, Explained Variance Score Validation: 0.248 AUC Test: 0.772, Explained Variance Score Test: 0.317 Bootstrap CV 89, alpha = (3000, 2, 1), R^2 train: 0.886, R^2 test: 0.211 Bootstrap CV 89, alpha = (3000, 2, 2), R^2 train: 0.844, R^2 test: 0.219 Bootstrap CV 89, alpha = (3000, 2, 5), R^2 train: 0.708, R^2 test: 0.238 Bootstrap CV 89, alpha = (3000, 2, 7), R^2 train: 0.626, R^2 test: 0.243 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.924, Explained Variance Score Train: 0.626 AUC Validation: 0.811, Explained Variance Score Validation: 0.259 AUC Test: 0.750, Explained Variance Score Test: 0.268 Bootstrap CV 94, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.157 Bootstrap CV 94, alpha = (3000, 2, 2), R^2 train: 0.850, R^2 test: 0.179 Bootstrap CV 94, alpha = (3000, 2, 5), R^2 train: 0.722, R^2 test: 0.186 Bootstrap CV 94, alpha = (3000, 2, 7), R^2 train: 0.652, R^2 test: 0.184 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.924, Explained Variance Score Train: 0.652 AUC Validation: 0.721, Explained Variance Score Validation: 0.188 AUC Test: 0.742, Explained Variance Score Test: 0.260 Bootstrap CV 91, alpha = (3000, 2, 1), R^2 train: 0.902, R^2 test: 0.007 Bootstrap CV 91, alpha = (3000, 2, 2), R^2 train: 0.855, R^2 test: 0.027 Bootstrap CV 91, alpha = (3000, 2, 5), R^2 train: 0.722, R^2 test: 0.054 Bootstrap CV 91, alpha = (3000, 2, 7), R^2 train: 0.654, R^2 test: 0.054 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.955, Explained Variance Score Train: 0.654 AUC Validation: 0.628, Explained Variance Score Validation: 0.084 AUC Test: 0.756, Explained Variance Score Test: 0.281 Bootstrap CV 81, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.387 Bootstrap CV 81, alpha = (3000, 2, 2), R^2 train: 0.861, R^2 test: 0.388 Bootstrap CV 81, alpha = (3000, 2, 5), R^2 train: 0.718, R^2 test: 0.397 Bootstrap CV 81, alpha = (3000, 2, 7), R^2 train: 0.643, R^2 test: 0.396 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.926, Explained Variance Score Train: 0.643 AUC Validation: 0.751, Explained Variance Score Validation: 0.396 AUC Test: 0.751, Explained Variance Score Test: 0.280 Bootstrap CV 90, alpha = (3000, 2, 1), R^2 train: 0.880, R^2 test: 0.213 Bootstrap CV 90, alpha = (3000, 2, 2), R^2 train: 0.828, R^2 test: 0.223 Bootstrap CV 90, alpha = (3000, 2, 5), R^2 train: 0.689, R^2 test: 0.254 Bootstrap CV 90, alpha = (3000, 2, 7), R^2 train: 0.611, R^2 test: 0.261 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.986, Explained Variance Score Train: 0.828 AUC Validation: 0.708, Explained Variance Score Validation: 0.240 AUC Test: 0.746, Explained Variance Score Test: 0.257 Bootstrap CV 83, alpha = (3000, 2, 1), R^2 train: 0.887, R^2 test: 0.256 Bootstrap CV 83, alpha = (3000, 2, 2), R^2 train: 0.854, R^2 test: 0.253 Bootstrap CV 83, alpha = (3000, 2, 5), R^2 train: 0.721, R^2 test: 0.270 Bootstrap CV 83, alpha = (3000, 2, 7), R^2 train: 0.653, R^2 test: 0.275 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.932, Explained Variance Score Train: 0.653 AUC Validation: 0.815, Explained Variance Score Validation: 0.296 AUC Test: 0.763, Explained Variance Score Test: 0.283 Bootstrap CV 82, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.028 Bootstrap CV 82, alpha = (3000, 2, 2), R^2 train: 0.861, R^2 test: 0.024 Bootstrap CV 82, alpha = (3000, 2, 5), R^2 train: 0.728, R^2 test: 0.075 Bootstrap CV 82, alpha = (3000, 2, 7), R^2 train: 0.661, R^2 test: 0.108 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.934, Explained Variance Score Train: 0.661 AUC Validation: 0.716, Explained Variance Score Validation: 0.112 AUC Test: 0.770, Explained Variance Score Test: 0.290 Bootstrap CV 80, alpha = (3000, 2, 1), R^2 train: 0.901, R^2 test: -0.067 Bootstrap CV 80, alpha = (3000, 2, 2), R^2 train: 0.858, R^2 test: -0.078 Bootstrap CV 80, alpha = (3000, 2, 5), R^2 train: 0.741, R^2 test: -0.064 Bootstrap CV 80, alpha = (3000, 2, 7), R^2 train: 0.660, R^2 test: -0.061 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.971, Explained Variance Score Train: 0.858 AUC Validation: 0.654, Explained Variance Score Validation: -0.078 AUC Test: 0.751, Explained Variance Score Test: 0.262 Bootstrap CV 85, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.028 Bootstrap CV 85, alpha = (3000, 2, 2), R^2 train: 0.864, R^2 test: 0.030 Bootstrap CV 85, alpha = (3000, 2, 5), R^2 train: 0.729, R^2 test: 0.060 Bootstrap CV 85, alpha = (3000, 2, 7), R^2 train: 0.648, R^2 test: 0.083 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.919, Explained Variance Score Train: 0.648 AUC Validation: 0.734, Explained Variance Score Validation: 0.092 AUC Test: 0.763, Explained Variance Score Test: 0.295 Bootstrap CV 93, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.309 Bootstrap CV 93, alpha = (3000, 2, 2), R^2 train: 0.850, R^2 test: 0.312 Bootstrap CV 93, alpha = (3000, 2, 5), R^2 train: 0.707, R^2 test: 0.316 Bootstrap CV 93, alpha = (3000, 2, 7), R^2 train: 0.627, R^2 test: 0.306 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.902, Explained Variance Score Train: 0.627 AUC Validation: 0.756, Explained Variance Score Validation: 0.306 AUC Test: 0.737, Explained Variance Score Test: 0.267 Bootstrap CV 92, alpha = (3000, 2, 1), R^2 train: 0.884, R^2 test: 0.211 Bootstrap CV 92, alpha = (3000, 2, 2), R^2 train: 0.843, R^2 test: 0.220 Bootstrap CV 92, alpha = (3000, 2, 5), R^2 train: 0.685, R^2 test: 0.254 Bootstrap CV 92, alpha = (3000, 2, 7), R^2 train: 0.598, R^2 test: 0.238 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.916, Explained Variance Score Train: 0.598 AUC Validation: 0.700, Explained Variance Score Validation: 0.257 AUC Test: 0.759, Explained Variance Score Test: 0.285 Bootstrap CV 87, alpha = (3000, 2, 1), R^2 train: 0.906, R^2 test: 0.080 Bootstrap CV 87, alpha = (3000, 2, 2), R^2 train: 0.878, R^2 test: 0.080 Bootstrap CV 87, alpha = (3000, 2, 5), R^2 train: 0.764, R^2 test: 0.097 Bootstrap CV 87, alpha = (3000, 2, 7), R^2 train: 0.696, R^2 test: 0.097 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.941, Explained Variance Score Train: 0.764 AUC Validation: 0.687, Explained Variance Score Validation: 0.099 AUC Test: 0.767, Explained Variance Score Test: 0.293 Bootstrap CV 86, alpha = (3000, 2, 1), R^2 train: 0.880, R^2 test: 0.301 Bootstrap CV 86, alpha = (3000, 2, 2), R^2 train: 0.812, R^2 test: 0.282 Bootstrap CV 86, alpha = (3000, 2, 5), R^2 train: 0.611, R^2 test: 0.275 Bootstrap CV 86, alpha = (3000, 2, 7), R^2 train: 0.538, R^2 test: 0.271 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.919, Explained Variance Score Train: 0.538 AUC Validation: 0.731, Explained Variance Score Validation: 0.300 AUC Test: 0.776, Explained Variance Score Test: 0.309 Bootstrap CV 95, alpha = (3000, 2, 1), R^2 train: 0.902, R^2 test: 0.256 Bootstrap CV 95, alpha = (3000, 2, 2), R^2 train: 0.867, R^2 test: 0.256 Bootstrap CV 95, alpha = (3000, 2, 5), R^2 train: 0.739, R^2 test: 0.258 Bootstrap CV 95, alpha = (3000, 2, 7), R^2 train: 0.664, R^2 test: 0.253 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.929, Explained Variance Score Train: 0.739 AUC Validation: 0.794, Explained Variance Score Validation: 0.281 AUC Test: 0.771, Explained Variance Score Test: 0.306 Running batch 7 of 7 with 4 nodes Bootstrap CV 97, alpha = (3000, 2, 1), R^2 train: 0.884, R^2 test: 0.348 Bootstrap CV 97, alpha = (3000, 2, 2), R^2 train: 0.813, R^2 test: 0.359 Bootstrap CV 97, alpha = (3000, 2, 5), R^2 train: 0.646, R^2 test: 0.359 Bootstrap CV 97, alpha = (3000, 2, 7), R^2 train: 0.562, R^2 test: 0.358 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.890, Explained Variance Score Train: 0.562 AUC Validation: 0.859, Explained Variance Score Validation: 0.359 AUC Test: 0.770, Explained Variance Score Test: 0.268 Bootstrap CV 98, alpha = (3000, 2, 1), R^2 train: 0.876, R^2 test: 0.252 Bootstrap CV 98, alpha = (3000, 2, 2), R^2 train: 0.839, R^2 test: 0.253 Bootstrap CV 98, alpha = (3000, 2, 5), R^2 train: 0.706, R^2 test: 0.271 Bootstrap CV 98, alpha = (3000, 2, 7), R^2 train: 0.638, R^2 test: 0.273 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.929, Explained Variance Score Train: 0.706 AUC Validation: 0.773, Explained Variance Score Validation: 0.280 AUC Test: 0.769, Explained Variance Score Test: 0.304 Bootstrap CV 99, alpha = (3000, 2, 1), R^2 train: 0.888, R^2 test: 0.199 Bootstrap CV 99, alpha = (3000, 2, 2), R^2 train: 0.840, R^2 test: 0.198 Bootstrap CV 99, alpha = (3000, 2, 5), R^2 train: 0.683, R^2 test: 0.229 Bootstrap CV 99, alpha = (3000, 2, 7), R^2 train: 0.604, R^2 test: 0.251 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.917, Explained Variance Score Train: 0.604 AUC Validation: 0.778, Explained Variance Score Validation: 0.251 AUC Test: 0.738, Explained Variance Score Test: 0.257 Bootstrap CV 96, alpha = (3000, 2, 1), R^2 train: 0.887, R^2 test: 0.221 Bootstrap CV 96, alpha = (3000, 2, 2), R^2 train: 0.842, R^2 test: 0.209 Bootstrap CV 96, alpha = (3000, 2, 5), R^2 train: 0.677, R^2 test: 0.237 Bootstrap CV 96, alpha = (3000, 2, 7), R^2 train: 0.597, R^2 test: 0.246 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.981, Explained Variance Score Train: 0.842 AUC Validation: 0.782, Explained Variance Score Validation: 0.209 AUC Test: 0.750, Explained Variance Score Test: 0.267 total Variables 328 and total subjects: 1751 ->AUC validation: 0.746 95% CI: [0.735 , 0.757] ->AUC test: 0.756 95% CI: [0.753 , 0.758] ->R^2 validation: 0.225 95% CI: [0.206 , 0.244] ->R^2 test: 0.278 95% CI: [0.273 , 0.282] ->Explained Variance validation: 0.215 95% CI: [0.196 , 0.234] ->Explained Variance test: 0.274 95% CI: [0.269 , 0.279] Test set metrics: @threshold:2.117, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:1.624, sens:0.024, spec:1.000, ppv:1.000, acc:0.769, f1:0.047, mcc:0.000, total+:2, total-:348 @threshold:1.619, sens:0.036, spec:1.000, ppv:1.000, acc:0.771, f1:0.070, mcc:0.000, total+:3, total-:347 @threshold:1.562, sens:0.048, spec:0.996, ppv:0.800, acc:0.771, f1:0.091, mcc:0.182, total+:5, total-:345 @threshold:1.533, sens:0.060, spec:0.996, ppv:0.833, acc:0.774, f1:0.112, mcc:0.211, total+:6, total-:344 @threshold:1.477, sens:0.072, spec:0.993, ppv:0.750, acc:0.774, f1:0.132, mcc:0.105, total+:8, total-:342 @threshold:1.440, sens:0.084, spec:0.993, ppv:0.778, acc:0.777, f1:0.152, mcc:0.118, total+:9, total-:341 @threshold:1.276, sens:0.096, spec:0.989, ppv:0.727, acc:0.777, f1:0.170, mcc:0.079, total+:11, total-:339 @threshold:1.233, sens:0.108, spec:0.989, ppv:0.750, acc:0.780, f1:0.189, mcc:0.086, total+:12, total-:338 @threshold:1.073, sens:0.133, spec:0.985, ppv:0.733, acc:0.783, f1:0.224, mcc:0.070, total+:15, total-:335 @threshold:0.949, sens:0.145, spec:0.981, ppv:0.706, acc:0.783, f1:0.240, mcc:0.057, total+:17, total-:333 @threshold:0.944, sens:0.145, spec:0.978, ppv:0.667, acc:0.780, f1:0.238, mcc:0.045, total+:18, total-:332 @threshold:0.927, sens:0.157, spec:0.978, ppv:0.684, acc:0.783, f1:0.255, mcc:0.048, total+:19, total-:331 @threshold:0.900, sens:0.157, spec:0.974, ppv:0.650, acc:0.780, f1:0.252, mcc:0.039, total+:20, total-:330 @threshold:0.852, sens:0.169, spec:0.974, ppv:0.667, acc:0.783, f1:0.269, mcc:0.042, total+:21, total-:329 @threshold:0.829, sens:0.169, spec:0.970, ppv:0.636, acc:0.780, f1:0.267, mcc:0.035, total+:22, total-:328 @threshold:0.820, sens:0.181, spec:0.970, ppv:0.652, acc:0.783, f1:0.283, mcc:0.037, total+:23, total-:327 @threshold:0.815, sens:0.193, spec:0.966, ppv:0.640, acc:0.783, f1:0.296, mcc:0.033, total+:25, total-:325 @threshold:0.799, sens:0.205, spec:0.966, ppv:0.654, acc:0.786, f1:0.312, mcc:0.035, total+:26, total-:324 @threshold:0.750, sens:0.205, spec:0.963, ppv:0.630, acc:0.783, f1:0.309, mcc:0.030, total+:27, total-:323 @threshold:0.725, sens:0.217, spec:0.963, ppv:0.643, acc:0.786, f1:0.324, mcc:0.032, total+:28, total-:322 @threshold:0.711, sens:0.217, spec:0.959, ppv:0.621, acc:0.783, f1:0.321, mcc:0.028, total+:29, total-:321 @threshold:0.684, sens:0.229, spec:0.955, ppv:0.613, acc:0.783, f1:0.333, mcc:0.026, total+:31, total-:319 @threshold:0.637, sens:0.253, spec:0.951, ppv:0.618, acc:0.786, f1:0.359, mcc:0.026, total+:34, total-:316 @threshold:0.504, sens:0.265, spec:0.944, ppv:0.595, acc:0.783, f1:0.367, mcc:0.022, total+:37, total-:313 @threshold:0.495, sens:0.277, spec:0.940, ppv:0.590, acc:0.783, f1:0.377, mcc:0.021, total+:39, total-:311 @threshold:0.466, sens:0.289, spec:0.933, ppv:0.571, acc:0.780, f1:0.384, mcc:0.019, total+:42, total-:308 @threshold:0.463, sens:0.289, spec:0.929, ppv:0.558, acc:0.777, f1:0.381, mcc:0.017, total+:43, total-:307 @threshold:0.445, sens:0.301, spec:0.921, ppv:0.543, acc:0.774, f1:0.388, mcc:0.015, total+:46, total-:304 @threshold:0.439, sens:0.301, spec:0.918, ppv:0.532, acc:0.771, f1:0.385, mcc:0.014, total+:47, total-:303 @threshold:0.423, sens:0.313, spec:0.914, ppv:0.531, acc:0.771, f1:0.394, mcc:0.014, total+:49, total-:301 @threshold:0.404, sens:0.325, spec:0.910, ppv:0.529, acc:0.771, f1:0.403, mcc:0.014, total+:51, total-:299 @threshold:0.386, sens:0.337, spec:0.903, ppv:0.519, acc:0.769, f1:0.409, mcc:0.013, total+:54, total-:296 @threshold:0.385, sens:0.337, spec:0.899, ppv:0.509, acc:0.766, f1:0.406, mcc:0.012, total+:55, total-:295 @threshold:0.370, sens:0.349, spec:0.891, ppv:0.500, acc:0.763, f1:0.411, mcc:0.011, total+:58, total-:292 @threshold:0.360, sens:0.361, spec:0.888, ppv:0.500, acc:0.763, f1:0.420, mcc:0.011, total+:60, total-:290 @threshold:0.345, sens:0.373, spec:0.880, ppv:0.492, acc:0.760, f1:0.425, mcc:0.010, total+:63, total-:287 @threshold:0.334, sens:0.398, spec:0.876, ppv:0.500, acc:0.763, f1:0.443, mcc:0.011, total+:66, total-:284 @threshold:0.334, sens:0.410, spec:0.876, ppv:0.507, acc:0.766, f1:0.453, mcc:0.011, total+:67, total-:283 @threshold:0.326, sens:0.410, spec:0.873, ppv:0.500, acc:0.763, f1:0.450, mcc:0.011, total+:68, total-:282 @threshold:0.324, sens:0.422, spec:0.873, ppv:0.507, acc:0.766, f1:0.461, mcc:0.011, total+:69, total-:281 @threshold:0.311, sens:0.422, spec:0.869, ppv:0.500, acc:0.763, f1:0.458, mcc:0.010, total+:70, total-:280 @threshold:0.299, sens:0.434, spec:0.865, ppv:0.500, acc:0.763, f1:0.465, mcc:0.010, total+:72, total-:278 @threshold:0.291, sens:0.446, spec:0.861, ppv:0.500, acc:0.763, f1:0.471, mcc:0.010, total+:74, total-:276 @threshold:0.291, sens:0.458, spec:0.861, ppv:0.507, acc:0.766, f1:0.481, mcc:0.011, total+:75, total-:275 @threshold:0.288, sens:0.458, spec:0.858, ppv:0.500, acc:0.763, f1:0.478, mcc:0.010, total+:76, total-:274 @threshold:0.267, sens:0.470, spec:0.850, ppv:0.494, acc:0.760, f1:0.481, mcc:0.010, total+:79, total-:271 @threshold:0.263, sens:0.470, spec:0.846, ppv:0.487, acc:0.757, f1:0.479, mcc:0.009, total+:80, total-:270 @threshold:0.257, sens:0.482, spec:0.843, ppv:0.488, acc:0.757, f1:0.485, mcc:0.009, total+:82, total-:268 @threshold:0.253, sens:0.482, spec:0.839, ppv:0.482, acc:0.754, f1:0.482, mcc:0.009, total+:83, total-:267 @threshold:0.243, sens:0.494, spec:0.831, ppv:0.477, acc:0.751, f1:0.485, mcc:0.009, total+:86, total-:264 @threshold:0.232, sens:0.506, spec:0.828, ppv:0.477, acc:0.751, f1:0.491, mcc:0.009, total+:88, total-:262 @threshold:0.219, sens:0.518, spec:0.813, ppv:0.462, acc:0.743, f1:0.489, mcc:0.008, total+:93, total-:257 @threshold:0.216, sens:0.518, spec:0.809, ppv:0.457, acc:0.740, f1:0.486, mcc:0.007, total+:94, total-:256 @threshold:0.204, sens:0.530, spec:0.805, ppv:0.458, acc:0.740, f1:0.492, mcc:0.007, total+:96, total-:254 @threshold:0.201, sens:0.530, spec:0.801, ppv:0.454, acc:0.737, f1:0.489, mcc:0.007, total+:97, total-:253 @threshold:0.196, sens:0.542, spec:0.798, ppv:0.455, acc:0.737, f1:0.495, mcc:0.007, total+:99, total-:251 @threshold:0.188, sens:0.554, spec:0.794, ppv:0.455, acc:0.737, f1:0.500, mcc:0.007, total+:101, total-:249 @threshold:0.182, sens:0.566, spec:0.779, ppv:0.443, acc:0.729, f1:0.497, mcc:0.007, total+:106, total-:244 @threshold:0.166, sens:0.566, spec:0.775, ppv:0.439, acc:0.726, f1:0.495, mcc:0.006, total+:107, total-:243 @threshold:0.149, sens:0.578, spec:0.764, ppv:0.432, acc:0.720, f1:0.495, mcc:0.006, total+:111, total-:239 @threshold:0.146, sens:0.578, spec:0.760, ppv:0.429, acc:0.717, f1:0.492, mcc:0.006, total+:112, total-:238 @threshold:0.128, sens:0.590, spec:0.749, ppv:0.422, acc:0.711, f1:0.492, mcc:0.006, total+:116, total-:234 @threshold:0.122, sens:0.627, spec:0.745, ppv:0.433, acc:0.717, f1:0.512, mcc:0.006, total+:120, total-:230 @threshold:0.110, sens:0.639, spec:0.738, ppv:0.431, acc:0.714, f1:0.515, mcc:0.006, total+:123, total-:227 @threshold:0.108, sens:0.639, spec:0.734, ppv:0.427, acc:0.711, f1:0.512, mcc:0.006, total+:124, total-:226 @threshold:0.099, sens:0.651, spec:0.727, ppv:0.425, acc:0.709, f1:0.514, mcc:0.006, total+:127, total-:223 @threshold:0.094, sens:0.663, spec:0.723, ppv:0.426, acc:0.709, f1:0.519, mcc:0.006, total+:129, total-:221 @threshold:0.083, sens:0.675, spec:0.700, ppv:0.412, acc:0.694, f1:0.511, mcc:0.005, total+:136, total-:214 @threshold:0.075, sens:0.687, spec:0.697, ppv:0.413, acc:0.694, f1:0.516, mcc:0.005, total+:138, total-:212 @threshold:0.066, sens:0.699, spec:0.685, ppv:0.408, acc:0.689, f1:0.516, mcc:0.005, total+:142, total-:208 @threshold:0.064, sens:0.699, spec:0.682, ppv:0.406, acc:0.686, f1:0.513, mcc:0.005, total+:143, total-:207 @threshold:0.044, sens:0.711, spec:0.659, ppv:0.393, acc:0.671, f1:0.506, mcc:0.005, total+:150, total-:200 @threshold:0.036, sens:0.723, spec:0.655, ppv:0.395, acc:0.671, f1:0.511, mcc:0.005, total+:152, total-:198 @threshold:0.032, sens:0.735, spec:0.652, ppv:0.396, acc:0.671, f1:0.515, mcc:0.005, total+:154, total-:196 @threshold:0.029, sens:0.735, spec:0.648, ppv:0.394, acc:0.669, f1:0.513, mcc:0.005, total+:155, total-:195 @threshold:0.028, sens:0.747, spec:0.648, ppv:0.397, acc:0.671, f1:0.519, mcc:0.005, total+:156, total-:194 @threshold:0.021, sens:0.747, spec:0.644, ppv:0.395, acc:0.669, f1:0.517, mcc:0.005, total+:157, total-:193 @threshold:0.020, sens:0.759, spec:0.640, ppv:0.396, acc:0.669, f1:0.521, mcc:0.005, total+:159, total-:191 @threshold:0.013, sens:0.759, spec:0.637, ppv:0.394, acc:0.666, f1:0.519, mcc:0.005, total+:160, total-:190 @threshold:-0.019, sens:0.771, spec:0.599, ppv:0.374, acc:0.640, f1:0.504, mcc:0.004, total+:171, total-:179 @threshold:-0.020, sens:0.771, spec:0.596, ppv:0.372, acc:0.637, f1:0.502, mcc:0.004, total+:172, total-:178 @threshold:-0.035, sens:0.783, spec:0.577, ppv:0.365, acc:0.626, f1:0.498, mcc:0.004, total+:178, total-:172 @threshold:-0.061, sens:0.783, spec:0.573, ppv:0.363, acc:0.623, f1:0.496, mcc:0.004, total+:179, total-:171 @threshold:-0.079, sens:0.795, spec:0.573, ppv:0.367, acc:0.626, f1:0.502, mcc:0.004, total+:180, total-:170 @threshold:-0.081, sens:0.795, spec:0.569, ppv:0.365, acc:0.623, f1:0.500, mcc:0.004, total+:181, total-:169 @threshold:-0.097, sens:0.807, spec:0.547, ppv:0.356, acc:0.609, f1:0.494, mcc:0.004, total+:188, total-:162 @threshold:-0.106, sens:0.819, spec:0.543, ppv:0.358, acc:0.609, f1:0.498, mcc:0.004, total+:190, total-:160 @threshold:-0.132, sens:0.831, spec:0.491, ppv:0.337, acc:0.571, f1:0.479, mcc:0.003, total+:205, total-:145 @threshold:-0.136, sens:0.831, spec:0.487, ppv:0.335, acc:0.569, f1:0.478, mcc:0.003, total+:206, total-:144 @threshold:-0.147, sens:0.843, spec:0.483, ppv:0.337, acc:0.569, f1:0.481, mcc:0.003, total+:208, total-:142 @threshold:-0.149, sens:0.855, spec:0.479, ppv:0.338, acc:0.569, f1:0.485, mcc:0.003, total+:210, total-:140 @threshold:-0.155, sens:0.867, spec:0.472, ppv:0.338, acc:0.566, f1:0.486, mcc:0.003, total+:213, total-:137 @threshold:-0.157, sens:0.867, spec:0.468, ppv:0.336, acc:0.563, f1:0.485, mcc:0.003, total+:214, total-:136 @threshold:-0.176, sens:0.880, spec:0.446, ppv:0.330, acc:0.549, f1:0.480, mcc:0.003, total+:221, total-:129 @threshold:-0.181, sens:0.880, spec:0.442, ppv:0.329, acc:0.546, f1:0.479, mcc:0.003, total+:222, total-:128 @threshold:-0.188, sens:0.892, spec:0.434, ppv:0.329, acc:0.543, f1:0.481, mcc:0.003, total+:225, total-:125 @threshold:-0.189, sens:0.904, spec:0.431, ppv:0.330, acc:0.543, f1:0.484, mcc:0.003, total+:227, total-:123 @threshold:-0.198, sens:0.916, spec:0.416, ppv:0.328, acc:0.534, f1:0.483, mcc:0.003, total+:232, total-:118 @threshold:-0.198, sens:0.916, spec:0.412, ppv:0.326, acc:0.531, f1:0.481, mcc:0.003, total+:233, total-:117 @threshold:-0.221, sens:0.928, spec:0.371, ppv:0.314, acc:0.503, f1:0.470, mcc:0.003, total+:245, total-:105 @threshold:-0.233, sens:0.928, spec:0.367, ppv:0.313, acc:0.500, f1:0.468, mcc:0.003, total+:246, total-:104 @threshold:-0.290, sens:0.940, spec:0.300, ppv:0.294, acc:0.451, f1:0.448, mcc:0.002, total+:265, total-:85 @threshold:-0.295, sens:0.952, spec:0.296, ppv:0.296, acc:0.451, f1:0.451, mcc:0.002, total+:267, total-:83 @threshold:-0.428, sens:0.964, spec:0.184, ppv:0.268, acc:0.369, f1:0.420, mcc:0.002, total+:298, total-:52 @threshold:-0.437, sens:0.964, spec:0.180, ppv:0.268, acc:0.366, f1:0.419, mcc:0.002, total+:299, total-:51 @threshold:-0.490, sens:0.976, spec:0.146, ppv:0.262, acc:0.343, f1:0.413, mcc:0.002, total+:309, total-:41 @threshold:-0.497, sens:0.976, spec:0.142, ppv:0.261, acc:0.340, f1:0.412, mcc:0.002, total+:310, total-:40 @threshold:-0.501, sens:0.988, spec:0.142, ppv:0.264, acc:0.343, f1:0.416, mcc:0.002, total+:311, total-:39 @threshold:-0.509, sens:0.988, spec:0.139, ppv:0.263, acc:0.340, f1:0.415, mcc:0.002, total+:312, total-:38 @threshold:-1.074, sens:1.000, spec:0.004, ppv:0.238, acc:0.240, f1:0.384, mcc:0.002, total+:349, total-:1 * Vital: BMI-latest | coef 0.076 95% CI: [0.065 , 0.087] | OR_adj 1.079 [1.067 1.091] | occ: 1672 | OR_unadj: 4.483 [3.496 5.747] | indivs AUC:0.731 Correlated most with: Diagnosis:9ccs95:Oth nerv dx:-0.085 Diagnosis:9ccs128:Asthma:0.083 Diagnosis:9ccs138:Esophgeal dx:-0.071 Diagnosis:9ccs243:Poisn nonmed:0.063 Newborn Diagnosis:9ccs191:Amnios dx:0.056 Diagnosis:9ccs133:Oth low resp:0.053 MatDeliveryAge:-0.053 Diagnosis:9ccs58:Ot nutrit dx:0.053 Diagnosis:9ccs246:FUO:0.052 Lab:297262 HEMOGLOBIN (HEMOCUE):0.050 * Vital: Wt for Length ZScore-avg19to24 | coef 0.040 95% CI: [0.032 , 0.048] | OR_adj 1.041 [1.033 1.049] | occ: 1392 | OR_unadj: 4.002 [3.155 5.076] | indivs AUC:0.774 Correlated most with: Diagnosis:9ccs128:Asthma:0.079 Diagnosis:9ccs246:FUO:0.066 Diagnosis:9ccs138:Esophgeal dx:-0.065 Diagnosis:9ccs243:Poisn nonmed:0.064 Diagnosis:9ccs58:Ot nutrit dx:0.062 Diagnosis:9ccs95:Oth nerv dx:-0.061 Diagnosis:9ccs219:Low birth wt:-0.052 Diagnosis:9ccs133:Oth low resp:0.052 Newborn Diagnosis:9ccs219:Low birth wt:-0.050 Diagnosis:9ccs137:Mouth dx:-0.050 * Vital: BMI-gain0to24 | coef 0.038 95% CI: [0.031 , 0.046] | OR_adj 1.039 [1.031 1.047] | occ: 1391 | OR_unadj: 4.247 [3.349 5.386] | indivs AUC:0.749 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.109 Diagnosis:9ccs58:Ot nutrit dx:0.096 Diagnosis:9ccs128:Asthma:0.085 Diagnosis:9ccs95:Oth nerv dx:-0.075 Diagnosis:9ccs246:FUO:0.071 Diagnosis:9ccs243:Poisn nonmed:0.071 Diagnosis:9ccs138:Esophgeal dx:-0.064 Newborn Diagnosis:9ccs219:Low birth wt:-0.050 Diagnosis:9ccs122:Pneumonia:0.045 MatDeliveryAge:-0.044 * Vital: Wt for Length ZScore-gain0to24 | coef 0.035 95% CI: [0.029 , 0.042] | OR_adj 1.036 [1.029 1.042] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.761 Correlated most with: Diagnosis:9ccs128:Asthma:0.102 Diagnosis:9ccs95:Oth nerv dx:-0.083 Number of Visits:0.073 Diagnosis:9ccs138:Esophgeal dx:-0.071 Diagnosis:9ccs133:Oth low resp:0.067 Diagnosis:9ccs92:Otitis media:0.064 Diagnosis:9ccs122:Pneumonia:0.061 Diagnosis:9ccs125:Bronchitis:0.055 Newborn Diagnosis:9ccs191:Amnios dx:0.054 Diagnosis:9ccs143:Abdom hernia:0.052 * Vital: Wt for Length ZScore-latest | coef 0.035 95% CI: [0.029 , 0.041] | OR_adj 1.036 [1.029 1.042] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.761 Correlated most with: Diagnosis:9ccs128:Asthma:0.102 Diagnosis:9ccs95:Oth nerv dx:-0.083 Number of Visits:0.073 Diagnosis:9ccs138:Esophgeal dx:-0.071 Diagnosis:9ccs133:Oth low resp:0.067 Diagnosis:9ccs92:Otitis media:0.064 Diagnosis:9ccs122:Pneumonia:0.061 Diagnosis:9ccs125:Bronchitis:0.055 Newborn Diagnosis:9ccs191:Amnios dx:0.054 Diagnosis:9ccs143:Abdom hernia:0.052 * Vital: BMI-avg19to24 | coef 0.033 95% CI: [0.027 , 0.039] | OR_adj 1.034 [1.027 1.040] | occ: 1397 | OR_unadj: 4.344 [3.423 5.512] | indivs AUC:0.762 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.105 Diagnosis:9ccs58:Ot nutrit dx:0.094 Diagnosis:9ccs128:Asthma:0.084 Diagnosis:9ccs95:Oth nerv dx:-0.073 Diagnosis:9ccs243:Poisn nonmed:0.072 Diagnosis:9ccs246:FUO:0.071 Diagnosis:9ccs138:Esophgeal dx:-0.065 Newborn Diagnosis:9ccs219:Low birth wt:-0.050 Diagnosis:9ccs122:Pneumonia:0.046 Diagnosis:9ccs137:Mouth dx:-0.044 * Vital: Wt for Len Percentile-gain0to24 | coef 0.031 95% CI: [0.024 , 0.038] | OR_adj 1.032 [1.024 1.039] | occ: 1392 | OR_unadj: 3.861 [3.032 4.917] | indivs AUC:0.753 Correlated most with: Diagnosis:9ccs128:Asthma:0.080 Diagnosis:9ccs243:Poisn nonmed:0.068 Diagnosis:9ccs95:Oth nerv dx:-0.066 Diagnosis:9ccs246:FUO:0.062 Diagnosis:9ccs133:Oth low resp:0.061 Diagnosis:9ccs138:Esophgeal dx:-0.060 MatDeliveryAge:-0.060 Diagnosis:9ccs209:Ot acq defor:0.052 Diagnosis:9ccs7:Viral infect:-0.048 Newborn Diagnosis:9ccs191:Amnios dx:0.048 * Vital: Wt for Len Percentile-latest | coef 0.028 95% CI: [0.022 , 0.034] | OR_adj 1.028 [1.022 1.034] | occ: 1601 | OR_unadj: 4.255 [3.294 5.497] | indivs AUC:0.751 Correlated most with: Diagnosis:9ccs128:Asthma:0.102 Diagnosis:9ccs95:Oth nerv dx:-0.074 Diagnosis:9ccs138:Esophgeal dx:-0.073 MatDeliveryAge:-0.064 Diagnosis:9ccs133:Oth low resp:0.061 Diagnosis:9ccs243:Poisn nonmed:0.061 Diagnosis:9ccs122:Pneumonia:0.060 Diagnosis:9ccs246:FUO:0.058 Diagnosis:9ccs92:Otitis media:0.057 Diagnosis:9ccs125:Bronchitis:0.055 * Vital: Wt-latest | coef 0.025 95% CI: [0.020 , 0.031] | OR_adj 1.026 [1.020 1.032] | occ: 1677 | OR_unadj: 4.020 [3.127 5.168] | indivs AUC:0.703 Correlated most with: Number of Visits:0.362 Diagnosis:9ccs126:Ot up rsp in:0.282 Diagnosis:9ccs92:Otitis media:0.237 Diagnosis:9ccs10:Immuniz/scrn:0.219 Diagnosis:9ccs128:Asthma:0.149 Diagnosis:9ccs257:Ot aftercare:0.137 Diagnosis:9ccs7:Viral infect:0.137 Diagnosis:9ccs125:Bronchitis:0.134 Diagnosis:9ccs135:Intest infct:0.133 Diagnosis:9ccs122:Pneumonia:0.116 * Vital: Wt-avg19to24 | coef 0.021 95% CI: [0.017 , 0.025] | OR_adj 1.021 [1.017 1.026] | occ: 1417 | OR_unadj: 4.067 [3.209 5.154] | indivs AUC:0.749 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.086 Diagnosis:9ccs128:Asthma:0.083 Newborn Diagnosis:9ccs219:Low birth wt:-0.079 Diagnosis:9ccs136:Teeth dx:-0.063 Diagnosis:9ccs58:Ot nutrit dx:0.063 Diagnosis:9ccs147:Anal/rectal:0.063 Diagnosis:9ccs133:Oth low resp:0.063 Diagnosis:9ccs246:FUO:0.059 Diagnosis:9ccs208:Acq foot def:0.057 Diagnosis:9ccs137:Mouth dx:-0.054 * Vital: Wt for Len Percentile-avg19to24 | coef 0.020 95% CI: [0.017 , 0.023] | OR_adj 1.020 [1.017 1.024] | occ: 1398 | OR_unadj: 3.884 [3.049 4.948] | indivs AUC:0.767 Correlated most with: Diagnosis:9ccs128:Asthma:0.082 Diagnosis:9ccs243:Poisn nonmed:0.069 Diagnosis:9ccs95:Oth nerv dx:-0.064 Diagnosis:9ccs246:FUO:0.062 Diagnosis:9ccs138:Esophgeal dx:-0.061 Diagnosis:9ccs133:Oth low resp:0.060 MatDeliveryAge:-0.054 Newborn Diagnosis:9ccs191:Amnios dx:0.053 Diagnosis:9ccs209:Ot acq defor:0.052 Diagnosis:9ccs92:Otitis media:0.052 * Vital: Wt-gain0to24 | coef 0.018 95% CI: [0.014 , 0.021] | OR_adj 1.018 [1.014 1.022] | occ: 1411 | OR_unadj: 3.949 [3.118 5.001] | indivs AUC:0.735 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.090 Diagnosis:9ccs128:Asthma:0.084 Newborn Diagnosis:9ccs219:Low birth wt:-0.075 Diagnosis:9ccs136:Teeth dx:-0.065 Diagnosis:9ccs147:Anal/rectal:0.063 Diagnosis:9ccs133:Oth low resp:0.063 Diagnosis:9ccs58:Ot nutrit dx:0.063 Diagnosis:9ccs246:FUO:0.060 Diagnosis:9ccs208:Acq foot def:0.057 Diagnosis:9ccs137:Mouth dx:-0.055 * Vital: Wt Percentile-latest | coef 0.016 95% CI: [0.012 , 0.020] | OR_adj 1.016 [1.012 1.020] | occ: 1034 | OR_unadj: 2.653 [2.104 3.345] | indivs AUC:0.695 Correlated most with: Diagnosis:9ccs128:Asthma:0.091 Diagnosis:9ccs136:Teeth dx:-0.070 Diagnosis:9ccs154:Gastroent:-0.068 Newborn Diagnosis:9ccs253:Allergy:-0.065 Diagnosis:9ccs59:Anemia:-0.057 Newborn Diagnosis:9ccs191:Amnios dx:0.057 Diagnosis:9ccs216:Nerv cong an:-0.054 MatDeliveryAge:-0.051 Diagnosis:9ccs209:Ot acq defor:0.049 Diagnosis:9ccs95:Oth nerv dx:-0.049 * Vital: BMI-avg16to19 | coef 0.016 95% CI: [0.012 , 0.019] | OR_adj 1.016 [1.012 1.019] | occ: 1293 | OR_unadj: 3.189 [2.527 4.025] | indivs AUC:0.723 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.066 Diagnosis:9ccs143:Abdom hernia:0.062 MatDeliveryAge:-0.057 Diagnosis:9ccs246:FUO:0.053 Diagnosis:9ccs208:Acq foot def:0.050 Diagnosis:9ccs209:Ot acq defor:0.050 Diagnosis:9ccs47:Ot bnign neo:-0.048 Diagnosis:9ccs7:Viral infect:-0.048 Diagnosis:9ccs138:Esophgeal dx:-0.046 Diagnosis:9ccs257:Ot aftercare:-0.046 MatDeliveryAge | coef 0.015 95% CI: [0.013 , 0.017] | OR_adj 1.015 [1.013 1.017] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.529 Correlated most with: MatDeliveryAge:1.000 Newborn Diagnosis:9ccs259:Unclassified:0.132 Number of Visits:0.107 Diagnosis:9ccs239:Superfic inj:0.080 Diagnosis:9ccs123:Influenza:0.062 Diagnosis:9ccs74:Ot mentl cnd:0.062 Diagnosis:9ccs90:Eye infectn:0.059 Diagnosis:9ccs133:Oth low resp:0.056 Diagnosis:9ccs95:Oth nerv dx:0.054 Diagnosis:9ccs117:Ot circul dx:0.054 * Vital: Wt-avg16to19 | coef 0.012 95% CI: [0.009 , 0.015] | OR_adj 1.012 [1.009 1.015] | occ: 1323 | OR_unadj: 3.040 [2.410 3.836] | indivs AUC:0.708 Correlated most with: Diagnosis:9ccs143:Abdom hernia:0.077 Newborn Diagnosis:9ccs219:Low birth wt:-0.074 Diagnosis:9ccs147:Anal/rectal:0.069 Diagnosis:9ccs208:Acq foot def:0.064 Diagnosis:9ccs95:Oth nerv dx:-0.064 Diagnosis:9ccs128:Asthma:0.060 Diagnosis:9ccs138:Esophgeal dx:-0.058 Newborn Diagnosis:9ccs191:Amnios dx:0.058 Diagnosis:9ccs89:Blindness:-0.054 Diagnosis:9ccs246:FUO:0.052 * Vital: Wt for Length ZScore-avg16to19 | coef 0.012 95% CI: [0.009 , 0.014] | OR_adj 1.012 [1.009 1.014] | occ: 1292 | OR_unadj: 3.143 [2.490 3.966] | indivs AUC:0.718 Correlated most with: MatDeliveryAge:-0.071 Diagnosis:9ccs143:Abdom hernia:0.064 Newborn Diagnosis:9ccs191:Amnios dx:0.062 Diagnosis:9ccs95:Oth nerv dx:-0.056 Diagnosis:9ccs246:FUO:0.056 Diagnosis:9ccs138:Esophgeal dx:-0.055 Diagnosis:9ccs128:Asthma:0.055 Diagnosis:9ccs253:Allergy:0.049 Diagnosis:9ccs208:Acq foot def:0.047 Diagnosis:9ccs89:Blindness:-0.047 * Vital: Wt for Len Percentile-avg16to19 | coef 0.011 95% CI: [0.007 , 0.015] | OR_adj 1.011 [1.007 1.015] | occ: 1294 | OR_unadj: 3.224 [2.551 4.073] | indivs AUC:0.735 Correlated most with: MatDeliveryAge:-0.089 Diagnosis:9ccs128:Asthma:0.059 Newborn Diagnosis:9ccs215:gu cong anom:0.056 Diagnosis:9ccs253:Allergy:0.056 Diagnosis:9ccs138:Esophgeal dx:-0.052 Newborn Diagnosis:9ccs191:Amnios dx:0.050 Diagnosis:9ccs246:FUO:0.050 Diagnosis:9ccs143:Abdom hernia:0.049 Diagnosis:9ccs94:Other ear dx:0.049 Diagnosis:9ccs64:Ot hematl dx:0.048 Number of Visits | coef 0.011 95% CI: [0.009 , 0.013] | OR_adj 1.011 [1.009 1.014] | occ: 1696 | OR_unadj: 0.956 [0.759 1.205] | indivs AUC:0.444 Correlated most with: Number of Visits:1.000 Diagnosis:9ccs126:Ot up rsp in:0.440 Diagnosis:9ccs7:Viral infect:0.408 Diagnosis:9ccs92:Otitis media:0.404 Diagnosis:9ccs257:Ot aftercare:0.371 Diagnosis:9ccs155:Other GI dx:0.323 Diagnosis:9ccs133:Oth low resp:0.321 Diagnosis:9ccs128:Asthma:0.320 Diagnosis:9ccs253:Allergy:0.299 Diagnosis:9ccs135:Intest infct:0.295 * Vital: Wt-avg0to1 | coef 0.010 95% CI: [0.007 , 0.012] | OR_adj 1.010 [1.007 1.012] | occ: 1356 | OR_unadj: 1.489 [1.184 1.873] | indivs AUC:0.573 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.352 Diagnosis:9ccs219:Low birth wt:-0.282 Lab:297262 HEMOGLOBIN (HEMOCUE):0.131 Newborn Diagnosis:9ccs221:Resp distres:-0.123 Newborn Diagnosis:9ccs222:Perint jaund:-0.114 Newborn Diagnosis:9ccs253:Allergy:-0.105 Newborn Diagnosis:9ccs256:Exam/eval:-0.095 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.095 Diagnosis:9ccs198:Ot infl skin:0.075 Diagnosis:9ccs216:Nerv cong an:-0.073 * Vital: Wt for Length ZScore-avg13to16 | coef 0.009 95% CI: [0.007 , 0.011] | OR_adj 1.009 [1.007 1.011] | occ: 1285 | OR_unadj: 2.287 [1.818 2.877] | indivs AUC:0.673 Correlated most with: Diagnosis:9ccs143:Abdom hernia:0.081 Diagnosis:9ccs128:Asthma:0.069 Diagnosis:9ccs136:Teeth dx:-0.066 Diagnosis:9ccs95:Oth nerv dx:-0.065 MatDeliveryAge:-0.064 Diagnosis:9ccs147:Anal/rectal:0.063 Diagnosis:9ccs138:Esophgeal dx:-0.062 Diagnosis:9ccs10:Immuniz/scrn:-0.059 Diagnosis:9ccs89:Blindness:-0.057 Diagnosis:9ccs253:Allergy:0.053 * Vital: Wt-avg10to13 | coef 0.007 95% CI: [0.004 , 0.010] | OR_adj 1.007 [1.005 1.010] | occ: 1417 | OR_unadj: 2.797 [2.219 3.525] | indivs AUC:0.670 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.091 Diagnosis:9ccs128:Asthma:0.084 Diagnosis:9ccs143:Abdom hernia:0.075 Diagnosis:9ccs138:Esophgeal dx:-0.066 Newborn Diagnosis:9ccs219:Low birth wt:-0.063 Diagnosis:9ccs219:Low birth wt:-0.060 Diagnosis:9ccs200:Oth skin dx:0.057 Diagnosis:9ccs147:Anal/rectal:0.055 Diagnosis:9ccs95:Oth nerv dx:-0.054 Diagnosis:9ccs137:Mouth dx:-0.052 * Vital: Wt-avg1to3 | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 1388 | OR_unadj: 1.947 [1.549 2.448] | indivs AUC:0.580 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.301 Diagnosis:9ccs219:Low birth wt:-0.233 Newborn Diagnosis:9ccs221:Resp distres:-0.122 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117 Newborn Diagnosis:9ccs222:Perint jaund:-0.116 Newborn Diagnosis:9ccs253:Allergy:-0.104 Lab:297262 HEMOGLOBIN (HEMOCUE):0.103 Diagnosis:9ccs138:Esophgeal dx:-0.093 Newborn Diagnosis:9ccs256:Exam/eval:-0.078 Diagnosis:9ccs159:UTI:0.071 * Vital: Wt Percentile-gain0to24 | coef 0.007 95% CI: [0.003 , 0.010] | OR_adj 1.007 [1.003 1.010] | occ: 914 | OR_unadj: 2.491 [1.969 3.150] | indivs AUC:0.673 Correlated most with: Diagnosis:9ccs136:Teeth dx:-0.092 Diagnosis:9ccs128:Asthma:0.073 Diagnosis:9ccs59:Anemia:-0.058 Newborn Diagnosis:9ccs253:Allergy:-0.057 MatDeliveryAge:-0.055 Diagnosis:9ccs253:Allergy:0.053 Diagnosis:9ccs62:Coag/hemr dx:-0.052 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.052 Diagnosis:9ccs239:Superfic inj:-0.051 Diagnosis:9ccs147:Anal/rectal:0.049 * Vital: BMI-avg13to16 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 1283 | OR_unadj: 2.266 [1.799 2.852] | indivs AUC:0.652 Correlated most with: Diagnosis:9ccs143:Abdom hernia:0.075 MatDeliveryAge:-0.071 Diagnosis:9ccs128:Asthma:0.069 Diagnosis:9ccs95:Oth nerv dx:-0.067 Diagnosis:9ccs138:Esophgeal dx:-0.060 Diagnosis:9ccs147:Anal/rectal:0.060 Diagnosis:9ccs154:Gastroent:-0.055 Diagnosis:9ccs240:Burns:-0.054 Diagnosis:9ccs89:Blindness:-0.052 Diagnosis:9ccs151:Oth liver dx:-0.051 * Vital: BMI Percentile-avg19to24 | coef 0.007 95% CI: [0.003 , 0.010] | OR_adj 1.007 [1.004 1.010] | occ: 275 | OR_unadj: 2.882 [2.032 4.086] | indivs AUC:0.597 Correlated most with: Newborn Diagnosis:9ccs253:Allergy:-0.086 Diagnosis:9ccs48:Thyroid dsor:-0.077 Diagnosis:9ccs58:Ot nutrit dx:0.074 Newborn Diagnosis:9ccs191:Amnios dx:0.069 Diagnosis:9ccs209:Ot acq defor:0.068 Diagnosis:9ccs128:Asthma:0.064 Diagnosis:9ccs117:Ot circul dx:-0.057 Lab:294147 FREE T4 - LMC:0.051 Newborn Diagnosis:9ccs215:gu cong anom:0.050 Diagnosis:9ccs161:Ot dx kidney:0.049 * Vital: BMI-avg10to13 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 1400 | OR_unadj: 2.301 [1.830 2.895] | indivs AUC:0.648 Correlated most with: Diagnosis:9ccs128:Asthma:0.101 Newborn Diagnosis:9ccs191:Amnios dx:0.094 Diagnosis:9ccs246:FUO:-0.079 MatDeliveryAge:-0.077 Diagnosis:9ccs95:Oth nerv dx:-0.071 Diagnosis:9ccs143:Abdom hernia:0.068 Newborn Diagnosis:9ccs223:Birth trauma:-0.060 Diagnosis:9ccs138:Esophgeal dx:-0.058 Newborn Diagnosis:9ccs95:Oth nerv dx:0.055 Diagnosis:9ccs243:Poisn nonmed:0.050 * Vital: BMI-avg1to3 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 1370 | OR_unadj: 1.693 [1.347 2.129] | indivs AUC:0.604 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.155 Diagnosis:9ccs219:Low birth wt:-0.133 Diagnosis:9ccs64:Ot hematl dx:0.098 Diagnosis:9ccs138:Esophgeal dx:-0.091 Newborn Diagnosis:9ccs222:Perint jaund:-0.073 Diagnosis:9ccs159:UTI:0.062 Lab:297262 HEMOGLOBIN (HEMOCUE):0.060 Number of Visits:-0.060 Diagnosis:9ccs141:Ot dx stomch:-0.059 Newborn Diagnosis:9ccs253:Allergy:-0.054 * Vital: Wt for Len Percentile-avg10to13 | coef 0.006 95% CI: [0.004 , 0.009] | OR_adj 1.006 [1.004 1.009] | occ: 1404 | OR_unadj: 2.684 [2.131 3.381] | indivs AUC:0.669 Correlated most with: Diagnosis:9ccs128:Asthma:0.105 MatDeliveryAge:-0.077 Newborn Diagnosis:9ccs191:Amnios dx:0.074 Diagnosis:9ccs95:Oth nerv dx:-0.071 Diagnosis:9ccs143:Abdom hernia:0.069 Newborn Diagnosis:9ccs223:Birth trauma:-0.063 Diagnosis:9ccs125:Bronchitis:0.056 Diagnosis:9ccs136:Teeth dx:-0.055 Diagnosis:9ccs138:Esophgeal dx:-0.055 Diagnosis:9ccs222:Perint jaund:-0.051 * Vital: BMI-avg0to1 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1349 | OR_unadj: 1.526 [1.213 1.918] | indivs AUC:0.584 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.268 Diagnosis:9ccs219:Low birth wt:-0.212 Newborn Diagnosis:9ccs221:Resp distres:-0.094 Newborn Diagnosis:9ccs222:Perint jaund:-0.092 Lab:297262 HEMOGLOBIN (HEMOCUE):0.090 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.077 Newborn Diagnosis:9ccs256:Exam/eval:-0.072 Diagnosis:9ccs216:Nerv cong an:-0.071 Diagnosis:9ccs198:Ot infl skin:0.069 Diagnosis:9ccs259:Unclassified:-0.060 * Vital: Wt-gain13to19 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1448 | OR_unadj: 1.720 [1.369 2.161] | indivs AUC:0.588 Correlated most with: Diagnosis:9ccs243:Poisn nonmed:0.065 Diagnosis:9ccs259:Unclassified:0.051 Diagnosis:9ccs223:Birth trauma:-0.051 Diagnosis:9ccs217:Ot cong anom:0.044 Diagnosis:9ccs127:COPD:0.038 Newborn Diagnosis:9ccs259:Unclassified:-0.038 Diagnosis:9ccs234:Crush injury:-0.038 Newborn Diagnosis:9ccs223:Birth trauma:-0.037 Diagnosis:9ccs95:Oth nerv dx:-0.037 Diagnosis:9ccs244:Other injury:0.036 * Vital: Wt-avg5to7 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1369 | OR_unadj: 2.216 [1.761 2.787] | indivs AUC:0.613 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.110 Diagnosis:9ccs138:Esophgeal dx:-0.100 Diagnosis:9ccs219:Low birth wt:-0.090 Diagnosis:9ccs95:Oth nerv dx:-0.084 Diagnosis:9ccs128:Asthma:0.080 Newborn Diagnosis:9ccs221:Resp distres:-0.071 Diagnosis:9ccs92:Otitis media:0.066 Newborn Diagnosis:9ccs222:Perint jaund:-0.056 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.056 Diagnosis:9ccs143:Abdom hernia:0.055 * Vital: Wt for Length Zscore-avg10to13 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.006 [1.005 1.007] | occ: 1403 | OR_unadj: 2.480 [1.970 3.122] | indivs AUC:0.670 Correlated most with: Diagnosis:9ccs128:Asthma:0.092 Newborn Diagnosis:9ccs191:Amnios dx:0.089 MatDeliveryAge:-0.078 Diagnosis:9ccs95:Oth nerv dx:-0.075 Diagnosis:9ccs138:Esophgeal dx:-0.067 Diagnosis:9ccs143:Abdom hernia:0.064 Diagnosis:9ccs155:Other GI dx:-0.059 Diagnosis:9ccs55:Fluid/elc dx:-0.058 Newborn Diagnosis:9ccs223:Birth trauma:-0.057 Diagnosis:9ccs136:Teeth dx:-0.051 Vital: Temp-avg19to24 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1411 | OR_unadj: 1.141 [0.859 1.515] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs113:Late eff CVD:-0.094 Diagnosis:9ccs239:Superfic inj:-0.084 Diagnosis:9ccs10:Immuniz/scrn:-0.083 Diagnosis:9ccs217:Ot cong anom:-0.075 Diagnosis:9ccs58:Ot nutrit dx:-0.073 Diagnosis:9ccs255:Social admin:-0.071 Diagnosis:9ccs257:Ot aftercare:-0.054 Diagnosis:9ccs243:Poisn nonmed:-0.048 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.046 Diagnosis:9ccs74:Ot mentl cnd:-0.045 Vital: HC-latest | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1631 | OR_unadj: 1.158 [0.909 1.475] | indivs AUC:0.546 Correlated most with: Number of Visits:0.268 Diagnosis:9ccs126:Ot up rsp in:0.236 Diagnosis:9ccs257:Ot aftercare:0.193 Diagnosis:9ccs92:Otitis media:0.191 Diagnosis:9ccs10:Immuniz/scrn:0.188 Diagnosis:9ccs125:Bronchitis:0.168 Diagnosis:9ccs7:Viral infect:0.160 Diagnosis:9ccs128:Asthma:0.128 Diagnosis:9ccs135:Intest infct:0.113 Diagnosis:9ccs90:Eye infectn:0.110 * Vital: Wt for Length ZScore-avg7to10 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1346 | OR_unadj: 2.147 [1.708 2.700] | indivs AUC:0.675 Correlated most with: Diagnosis:9ccs128:Asthma:0.096 Diagnosis:9ccs95:Oth nerv dx:-0.088 Newborn Diagnosis:9ccs191:Amnios dx:0.084 Diagnosis:9ccs125:Bronchitis:0.080 MatDeliveryAge:-0.069 Diagnosis:9ccs143:Abdom hernia:0.058 Diagnosis:9ccs138:Esophgeal dx:-0.056 Diagnosis:9ccs134:Ot uppr resp:-0.049 Diagnosis:9ccs137:Mouth dx:-0.048 Lab:294203 BILIRUBIN TOTAL - LMC:0.047 Vital: Temp-latest | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1676 | OR_unadj: 1.157 [0.921 1.453] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:0.083 Diagnosis:9ccs124:Tonsillitis:0.081 Diagnosis:9ccs154:Gastroent:-0.079 Diagnosis:9ccs92:Otitis media:0.064 Diagnosis:9ccs126:Ot up rsp in:0.062 Diagnosis:9ccs151:Oth liver dx:-0.062 Diagnosis:9ccs239:Superfic inj:-0.059 Diagnosis:9ccs166:Oth male gen:-0.058 Diagnosis:9ccs96:Hrt valve dx:0.054 Diagnosis:9ccs91:Other eye dx:0.050 Vital: Wt-gain1to5 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1472 | OR_unadj: 0.993 [0.790 1.247] | indivs AUC:0.522 Correlated most with: Number of Visits:0.182 Diagnosis:9ccs126:Ot up rsp in:0.129 Diagnosis:9ccs257:Ot aftercare:0.090 Lab:297275 STREP RAPID TEST (POCT):-0.085 Diagnosis:9ccs212:Ot bone dx:-0.063 Diagnosis:9ccs92:Otitis media:0.061 Diagnosis:9ccs7:Viral infect:0.056 Newborn Diagnosis:9ccs219:Low birth wt:0.051 Diagnosis:9ccs138:Esophgeal dx:-0.047 Diagnosis:9ccs135:Intest infct:0.046 * Vital: Wt for Len Percentile-gain3to7 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1184 | OR_unadj: 1.549 [1.223 1.962] | indivs AUC:0.532 Correlated most with: Newborn Diagnosis:9ccs224:Ot perint dx:-0.080 Diagnosis:9ccs76:Meningitis:0.071 Diagnosis:9ccs92:Otitis media:0.069 Diagnosis:9ccs138:Esophgeal dx:-0.054 Newborn Diagnosis:9ccs219:Low birth wt:0.053 Diagnosis:9ccs243:Poisn nonmed:0.051 Newborn Diagnosis:9ccs0:No DX:-0.049 Diagnosis:9ccs126:Ot up rsp in:0.049 Diagnosis:9ccs222:Perint jaund:-0.049 Diagnosis:9ccs224:Ot perint dx:-0.049 Vital: Wt-gain10to16 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1466 | OR_unadj: 0.865 [0.679 1.104] | indivs AUC:0.519 Correlated most with: Diagnosis:9ccs92:Otitis media:0.070 Number of Visits:0.068 Lab:292495 LEAD LEVEL - Sunrise:0.067 Diagnosis:9ccs243:Poisn nonmed:-0.060 Diagnosis:9ccs90:Eye infectn:0.052 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.049 Diagnosis:9ccs251:Abdomnl pain:0.045 Diagnosis:9ccs125:Bronchitis:0.045 Diagnosis:9ccs155:Other GI dx:0.045 Newborn Diagnosis:9ccs223:Birth trauma:0.044 Vital: Temp-avg0to1 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1328 | OR_unadj: 1.360 [0.970 1.906] | indivs AUC:0.573 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.159 Diagnosis:9ccs255:Social admin:-0.118 Diagnosis:9ccs95:Oth nerv dx:-0.116 Diagnosis:9ccs76:Meningitis:-0.098 Diagnosis:9ccs7:Viral infect:-0.093 Diagnosis:9ccs166:Oth male gen:-0.083 Diagnosis:9ccs198:Ot infl skin:-0.076 Diagnosis:9ccs257:Ot aftercare:-0.074 Diagnosis:9ccs125:Bronchitis:-0.071 Diagnosis:9ccs128:Asthma:-0.068 * Vital: Wt-avg13to16 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1316 | OR_unadj: 2.403 [1.908 3.025] | indivs AUC:0.668 Correlated most with: Diagnosis:9ccs136:Teeth dx:-0.078 Diagnosis:9ccs143:Abdom hernia:0.077 Diagnosis:9ccs147:Anal/rectal:0.077 Newborn Diagnosis:9ccs191:Amnios dx:0.070 Diagnosis:9ccs128:Asthma:0.064 Diagnosis:9ccs138:Esophgeal dx:-0.060 Diagnosis:9ccs95:Oth nerv dx:-0.060 Newborn Diagnosis:9ccs219:Low birth wt:-0.059 Newborn Diagnosis:9ccs224:Ot perint dx:0.053 Diagnosis:9ccs10:Immuniz/scrn:-0.050 * Vital: Wt for Length ZScore-avg3to5 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1321 | OR_unadj: 1.681 [1.337 2.114] | indivs AUC:0.639 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.103 Diagnosis:9ccs59:Anemia:0.070 Diagnosis:9ccs123:Influenza:-0.062 Diagnosis:9ccs74:Ot mentl cnd:-0.062 Diagnosis:9ccs95:Oth nerv dx:-0.062 Diagnosis:9ccs211:Ot conn tiss:-0.057 Diagnosis:9ccs155:Other GI dx:-0.056 Diagnosis:9ccs134:Ot uppr resp:-0.053 Diagnosis:9ccs143:Abdom hernia:0.051 Diagnosis:9ccs64:Ot hematl dx:0.049 Vital: Temp-avg5to7 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1371 | OR_unadj: 1.070 [0.850 1.347] | indivs AUC:0.527 Correlated most with: Diagnosis:9ccs122:Pneumonia:0.081 Diagnosis:9ccs134:Ot uppr resp:0.071 Diagnosis:9ccs92:Otitis media:0.068 Number of Visits:0.063 Diagnosis:9ccs211:Ot conn tiss:0.060 Diagnosis:9ccs126:Ot up rsp in:0.060 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.058 Diagnosis:9ccs213:Cardiac anom:-0.056 Diagnosis:9ccs94:Other ear dx:0.056 Diagnosis:9ccs259:Unclassified:-0.053 * Vital: Ht-gain1to5 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1460 | OR_unadj: 0.762 [0.607 0.957] | indivs AUC:0.454 Correlated most with: Number of Visits:0.145 Diagnosis:9ccs126:Ot up rsp in:0.115 Lab:297275 STREP RAPID TEST (POCT):-0.080 Diagnosis:9ccs257:Ot aftercare:0.071 Diagnosis:9ccs135:Intest infct:0.054 Diagnosis:9ccs212:Ot bone dx:-0.053 Diagnosis:9ccs96:Hrt valve dx:0.053 Diagnosis:9ccs223:Birth trauma:-0.051 Diagnosis:9ccs124:Tonsillitis:0.048 Newborn Diagnosis:9ccs224:Ot perint dx:-0.046 Vital: Wt for Length ZScore-gain1to5 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1421 | OR_unadj: 1.022 [0.812 1.287] | indivs AUC:0.481 Correlated most with: Diagnosis:9ccs198:Ot infl skin:-0.081 Newborn Diagnosis:9ccs221:Resp distres:0.081 Newborn Diagnosis:9ccs219:Low birth wt:0.080 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.079 Diagnosis:9ccs59:Anemia:0.076 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.073 Diagnosis:9ccs154:Gastroent:-0.071 Number of Visits:-0.066 Diagnosis:9ccs223:Birth trauma:-0.059 Diagnosis:9ccs209:Ot acq defor:-0.059 * Vital: Wt for Length ZScore-avg1to3 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1377 | OR_unadj: 1.349 [1.074 1.693] | indivs AUC:0.564 Correlated most with: Number of Visits:-0.081 Diagnosis:9ccs138:Esophgeal dx:-0.081 Diagnosis:9ccs154:Gastroent:-0.065 Diagnosis:9ccs64:Ot hematl dx:0.064 Diagnosis:9ccs2:Septicemia:-0.064 Diagnosis:9ccs223:Birth trauma:-0.064 Diagnosis:9ccs47:Ot bnign neo:0.063 Newborn Diagnosis:9ccs95:Oth nerv dx:0.056 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.054 Diagnosis:9ccs59:Anemia:0.051 * Vital: Wt Percentile-avg16to19 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 746 | OR_unadj: 2.004 [1.568 2.561] | indivs AUC:0.605 Correlated most with: Diagnosis:9ccs136:Teeth dx:-0.076 Diagnosis:9ccs143:Abdom hernia:0.067 Newborn Diagnosis:9ccs253:Allergy:-0.064 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.061 Diagnosis:9ccs239:Superfic inj:-0.058 Diagnosis:9ccs128:Asthma:0.057 Newborn Diagnosis:9ccs191:Amnios dx:0.056 Diagnosis:9ccs253:Allergy:0.056 Diagnosis:9ccs147:Anal/rectal:0.055 Newborn Diagnosis:9ccs215:gu cong anom:0.055 Vital: Wt for Length ZScore-gain5to10 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1486 | OR_unadj: 1.088 [0.866 1.367] | indivs AUC:0.520 Correlated most with: Diagnosis:9ccs123:Influenza:0.095 Lab:292495 LEAD LEVEL - Sunrise:0.059 Newborn Diagnosis:9ccs218:Liveborn:0.057 Diagnosis:9ccs211:Ot conn tiss:0.053 Diagnosis:9ccs222:Perint jaund:-0.050 Diagnosis:9ccs246:FUO:0.050 Diagnosis:9ccs223:Birth trauma:0.048 Diagnosis:9ccs128:Asthma:0.047 Newborn Diagnosis:9ccs253:Allergy:-0.047 Diagnosis:9ccs10:Immuniz/scrn:-0.042 * Vital: Wt-avg3to5 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1344 | OR_unadj: 1.988 [1.580 2.502] | indivs AUC:0.629 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.187 Diagnosis:9ccs219:Low birth wt:-0.140 Diagnosis:9ccs138:Esophgeal dx:-0.105 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.104 Newborn Diagnosis:9ccs253:Allergy:-0.093 Diagnosis:9ccs155:Other GI dx:-0.085 Newborn Diagnosis:9ccs221:Resp distres:-0.082 Newborn Diagnosis:9ccs222:Perint jaund:-0.075 Diagnosis:9ccs95:Oth nerv dx:-0.071 Newborn Diagnosis:9ccs259:Unclassified:-0.066 * Vital: Wt for Length ZScore-avg5to7 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1347 | OR_unadj: 1.778 [1.414 2.235] | indivs AUC:0.617 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.108 Diagnosis:9ccs95:Oth nerv dx:-0.102 Diagnosis:9ccs128:Asthma:0.094 Newborn Diagnosis:9ccs218:Liveborn:0.085 Diagnosis:9ccs59:Anemia:0.070 Diagnosis:9ccs143:Abdom hernia:0.065 Newborn Diagnosis:9ccs0:No DX:-0.065 Diagnosis:9ccs92:Otitis media:0.063 Newborn Diagnosis:9ccs223:Birth trauma:-0.061 Diagnosis:9ccs155:Other GI dx:-0.054 * Vital: BMI-avg5to7 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1341 | OR_unadj: 1.832 [1.456 2.305] | indivs AUC:0.633 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.097 Diagnosis:9ccs128:Asthma:0.092 Diagnosis:9ccs95:Oth nerv dx:-0.086 Diagnosis:9ccs143:Abdom hernia:0.085 Diagnosis:9ccs59:Anemia:0.068 Diagnosis:9ccs92:Otitis media:0.058 Newborn Diagnosis:9ccs218:Liveborn:0.058 Newborn Diagnosis:9ccs0:No DX:-0.056 Newborn Diagnosis:9ccs191:Amnios dx:0.051 Newborn Diagnosis:9ccs223:Birth trauma:-0.050 * Vital: Wt for Length ZScore-gain3to7 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1470 | OR_unadj: 1.423 [1.134 1.786] | indivs AUC:0.554 Correlated most with: Number of Visits:0.099 Diagnosis:9ccs125:Bronchitis:0.068 Diagnosis:9ccs258:Other screen:0.060 Diagnosis:9ccs94:Other ear dx:0.054 Newborn Diagnosis:9ccs94:Other ear dx:0.053 Diagnosis:9ccs251:Abdomnl pain:0.052 Diagnosis:9ccs126:Ot up rsp in:0.052 MatDeliveryAge:-0.051 Diagnosis:9ccs257:Ot aftercare:0.048 Diagnosis:9ccs209:Ot acq defor:0.047 * Vital: BMI-avg3to5 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1314 | OR_unadj: 1.808 [1.437 2.274] | indivs AUC:0.635 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.107 Diagnosis:9ccs74:Ot mentl cnd:-0.071 Diagnosis:9ccs95:Oth nerv dx:-0.066 Diagnosis:9ccs134:Ot uppr resp:-0.060 Diagnosis:9ccs211:Ot conn tiss:-0.059 Newborn Diagnosis:9ccs191:Amnios dx:0.056 Diagnosis:9ccs155:Other GI dx:-0.055 Diagnosis:9ccs123:Influenza:-0.054 Diagnosis:9ccs143:Abdom hernia:0.053 Diagnosis:9ccs128:Asthma:0.051 Vital: Temp-avg3to5 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1345 | OR_unadj: 1.059 [0.839 1.337] | indivs AUC:0.533 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:-0.083 Diagnosis:9ccs7:Viral infect:-0.078 Diagnosis:9ccs155:Other GI dx:0.068 Newborn Diagnosis:9ccs213:Cardiac anom:-0.062 Newborn Diagnosis:9ccs0:No DX:-0.059 Diagnosis:9ccs256:Exam/eval:0.057 Diagnosis:9ccs258:Other screen:-0.054 Diagnosis:9ccs2:Septicemia:0.050 Diagnosis:9ccs124:Tonsillitis:0.049 Diagnosis:9ccs198:Ot infl skin:-0.048 Vital: BMI-gain1to5 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1461 | OR_unadj: 0.988 [0.787 1.241] | indivs AUC:0.502 Correlated most with: Number of Visits:0.153 Diagnosis:9ccs126:Ot up rsp in:0.121 Diagnosis:9ccs257:Ot aftercare:0.076 Lab:297275 STREP RAPID TEST (POCT):-0.069 Newborn Diagnosis:9ccs219:Low birth wt:0.057 Diagnosis:9ccs212:Ot bone dx:-0.055 Diagnosis:9ccs96:Hrt valve dx:0.055 Diagnosis:9ccs92:Otitis media:0.054 Diagnosis:9ccs138:Esophgeal dx:-0.054 Diagnosis:9ccs124:Tonsillitis:0.046 * Vital: BMI-avg7to10 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1342 | OR_unadj: 2.069 [1.645 2.602] | indivs AUC:0.677 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.104 Diagnosis:9ccs128:Asthma:0.087 Diagnosis:9ccs125:Bronchitis:0.084 Diagnosis:9ccs95:Oth nerv dx:-0.073 Diagnosis:9ccs143:Abdom hernia:0.068 MatDeliveryAge:-0.062 Newborn Diagnosis:9ccs223:Birth trauma:-0.059 Diagnosis:9ccs138:Esophgeal dx:-0.056 Diagnosis:9ccs59:Anemia:0.051 Diagnosis:9ccs8:Oth infectns:-0.046 Vital: Temp-avg1to3 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1377 | OR_unadj: 1.065 [0.826 1.373] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs257:Ot aftercare:-0.106 Diagnosis:9ccs7:Viral infect:-0.100 Diagnosis:9ccs134:Ot uppr resp:0.086 Diagnosis:9ccs10:Immuniz/scrn:-0.086 Diagnosis:9ccs124:Tonsillitis:0.067 Newborn Diagnosis:9ccs223:Birth trauma:0.065 Diagnosis:9ccs255:Social admin:-0.064 Diagnosis:9ccs200:Oth skin dx:-0.061 Diagnosis:9ccs125:Bronchitis:-0.058 MatDeliveryAge:-0.055 * Vital: Wt-gain0to3 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1425 | OR_unadj: 1.462 [1.162 1.839] | indivs AUC:0.534 Correlated most with: Diagnosis:9ccs216:Nerv cong an:-0.067 Diagnosis:9ccs8:Oth infectns:0.064 Diagnosis:9ccs2:Septicemia:0.062 Diagnosis:9ccs159:UTI:0.057 Diagnosis:9ccs74:Ot mentl cnd:-0.053 Diagnosis:9ccs140:Gastritis:0.049 Diagnosis:9ccs234:Crush injury:0.049 Diagnosis:9ccs247:Lymph enlarg:-0.041 Diagnosis:9ccs64:Ot hematl dx:0.039 Diagnosis:9ccs205:Back problem:-0.039 * Vital: Wt-avg7to10 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1374 | OR_unadj: 2.112 [1.680 2.657] | indivs AUC:0.618 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.089 Diagnosis:9ccs128:Asthma:0.073 Newborn Diagnosis:9ccs191:Amnios dx:0.072 Diagnosis:9ccs138:Esophgeal dx:-0.071 Diagnosis:9ccs95:Oth nerv dx:-0.069 Diagnosis:9ccs219:Low birth wt:-0.067 Diagnosis:9ccs137:Mouth dx:-0.066 Diagnosis:9ccs155:Other GI dx:-0.057 Diagnosis:9ccs143:Abdom hernia:0.056 Diagnosis:9ccs125:Bronchitis:0.055 * Vital: Wt for Length ZScore-gain16to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1463 | OR_unadj: 1.409 [1.123 1.768] | indivs AUC:0.594 Correlated most with: Diagnosis:9ccs0:No DX:-0.061 Diagnosis:9ccs246:FUO:0.056 Diagnosis:9ccs47:Ot bnign neo:-0.055 Diagnosis:9ccs94:Other ear dx:0.052 Diagnosis:9ccs216:Nerv cong an:-0.051 Diagnosis:9ccs134:Ot uppr resp:0.044 Diagnosis:9ccs234:Crush injury:-0.044 Diagnosis:9ccs136:Teeth dx:0.042 Diagnosis:9ccs211:Ot conn tiss:-0.042 Newborn Diagnosis:9ccs224:Ot perint dx:-0.040 * Vital: BMI-gain0to3 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1416 | OR_unadj: 1.282 [1.019 1.613] | indivs AUC:0.549 Correlated most with: Diagnosis:9ccs8:Oth infectns:0.058 Diagnosis:9ccs140:Gastritis:0.053 Newborn Diagnosis:9ccs219:Low birth wt:0.050 Diagnosis:9ccs2:Septicemia:0.049 Diagnosis:9ccs216:Nerv cong an:-0.047 Diagnosis:9ccs124:Tonsillitis:-0.046 Diagnosis:9ccs234:Crush injury:0.043 Diagnosis:9ccs251:Abdomnl pain:-0.042 Diagnosis:9ccs74:Ot mentl cnd:-0.039 Newborn Diagnosis:9ccs221:Resp distres:0.038 Vital: Ht-gain13to19 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1399 | OR_unadj: 1.182 [0.941 1.485] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs243:Poisn nonmed:0.062 Diagnosis:9ccs246:FUO:0.045 Newborn Diagnosis:9ccs223:Birth trauma:-0.042 Diagnosis:9ccs244:Other injury:0.039 Diagnosis:9ccs208:Acq foot def:-0.038 Diagnosis:9ccs217:Ot cong anom:0.038 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.037 Diagnosis:9ccs95:Oth nerv dx:-0.037 Diagnosis:9ccs198:Ot infl skin:-0.037 Diagnosis:9ccs259:Unclassified:0.037 Vital: Temp-avg10to13 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1421 | OR_unadj: 1.209 [0.963 1.519] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs92:Otitis media:0.139 Diagnosis:9ccs126:Ot up rsp in:0.109 Number of Visits:0.096 Diagnosis:9ccs154:Gastroent:-0.081 Newborn Diagnosis:9ccs223:Birth trauma:0.067 Diagnosis:9ccs124:Tonsillitis:0.064 Diagnosis:9ccs4:Mycoses:0.062 Diagnosis:9ccs59:Anemia:-0.060 Diagnosis:9ccs134:Ot uppr resp:0.059 Diagnosis:9ccs251:Abdomnl pain:0.058 Vital: HC-avg0to1 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1207 | OR_unadj: 1.069 [0.849 1.345] | indivs AUC:0.564 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.277 Diagnosis:9ccs219:Low birth wt:-0.224 Lab:297262 HEMOGLOBIN (HEMOCUE):0.123 Newborn Diagnosis:9ccs222:Perint jaund:-0.113 Diagnosis:9ccs205:Back problem:-0.092 Newborn Diagnosis:9ccs253:Allergy:-0.088 Newborn Diagnosis:9ccs224:Ot perint dx:0.079 Newborn Diagnosis:9ccs256:Exam/eval:-0.076 Newborn Diagnosis:9ccs221:Resp distres:-0.076 Lab:294203 BILIRUBIN TOTAL - LMC:-0.074 Vital: HC-gain5to10 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1329 | OR_unadj: 0.973 [0.772 1.226] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs257:Ot aftercare:0.070 Diagnosis:9ccs154:Gastroent:-0.065 Newborn Diagnosis:9ccs0:No DX:0.060 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.054 Diagnosis:9ccs259:Unclassified:-0.051 MatDeliveryAge:-0.049 Diagnosis:9ccs2:Septicemia:-0.049 Diagnosis:9ccs197:Skin infectn:-0.047 Diagnosis:9ccs3:Oth bact inf:0.047 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.047 * Vital: Wt Percentile-avg19to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 920 | OR_unadj: 2.523 [1.996 3.191] | indivs AUC:0.683 Correlated most with: Diagnosis:9ccs136:Teeth dx:-0.095 Diagnosis:9ccs128:Asthma:0.072 Diagnosis:9ccs59:Anemia:-0.064 Newborn Diagnosis:9ccs253:Allergy:-0.057 Diagnosis:9ccs253:Allergy:0.054 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.051 Diagnosis:9ccs62:Coag/hemr dx:-0.051 MatDeliveryAge:-0.050 Diagnosis:9ccs239:Superfic inj:-0.050 Diagnosis:9ccs147:Anal/rectal:0.049 Vital: Temp-avg7to10 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1385 | OR_unadj: 1.015 [0.714 1.445] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.219 Diagnosis:9ccs255:Social admin:-0.172 Diagnosis:9ccs257:Ot aftercare:-0.140 Diagnosis:9ccs7:Viral infect:-0.138 Diagnosis:9ccs126:Ot up rsp in:-0.136 Diagnosis:9ccs125:Bronchitis:-0.086 Number of Visits:-0.081 Newborn Diagnosis:9ccs253:Allergy:-0.072 Diagnosis:9ccs217:Ot cong anom:-0.065 Diagnosis:9ccs163:Other GU dx:0.061 Vital: Temp-avg13to16 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1321 | OR_unadj: 1.104 [0.599 2.033] | indivs AUC:0.549 Correlated most with: Newborn Diagnosis:9ccs95:Oth nerv dx:-0.267 Number of Visits:-0.231 Diagnosis:9ccs255:Social admin:-0.178 Diagnosis:9ccs126:Ot up rsp in:-0.170 Diagnosis:9ccs10:Immuniz/scrn:-0.169 Diagnosis:9ccs257:Ot aftercare:-0.159 Diagnosis:9ccs7:Viral infect:-0.159 Diagnosis:9ccs90:Eye infectn:-0.129 Diagnosis:9ccs95:Oth nerv dx:-0.124 Diagnosis:9ccs244:Other injury:-0.119 * Vital: Wt-gain3to7 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1487 | OR_unadj: 1.284 [1.021 1.614] | indivs AUC:0.520 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.097 Diagnosis:9ccs92:Otitis media:0.091 Number of Visits:0.090 Diagnosis:9ccs127:COPD:0.078 Diagnosis:9ccs212:Ot bone dx:0.073 Diagnosis:9ccs122:Pneumonia:0.066 Diagnosis:9ccs113:Late eff CVD:0.065 Diagnosis:9ccs222:Perint jaund:-0.064 Diagnosis:9ccs200:Oth skin dx:-0.064 Diagnosis:9ccs128:Asthma:0.064 Vital: HC-gain1to5 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.445 Correlated most with: Number of Visits:0.113 Diagnosis:9ccs126:Ot up rsp in:0.097 Diagnosis:9ccs125:Bronchitis:0.086 Diagnosis:9ccs124:Tonsillitis:0.075 Diagnosis:9ccs151:Oth liver dx:-0.067 Diagnosis:9ccs74:Ot mentl cnd:0.065 Diagnosis:9ccs92:Otitis media:0.058 Diagnosis:9ccs154:Gastroent:-0.058 Diagnosis:9ccs94:Other ear dx:0.057 Diagnosis:9ccs138:Esophgeal dx:-0.057 * Vital: Wt for Len Percentile-avg13to16 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1286 | OR_unadj: 2.171 [1.726 2.731] | indivs AUC:0.666 Correlated most with: MatDeliveryAge:-0.076 Diagnosis:9ccs147:Anal/rectal:0.072 Diagnosis:9ccs128:Asthma:0.064 Diagnosis:9ccs136:Teeth dx:-0.064 Diagnosis:9ccs143:Abdom hernia:0.061 Diagnosis:9ccs151:Oth liver dx:-0.055 Diagnosis:9ccs10:Immuniz/scrn:-0.055 Diagnosis:9ccs138:Esophgeal dx:-0.054 Diagnosis:9ccs95:Oth nerv dx:-0.052 Diagnosis:9ccs7:Viral infect:-0.049 Vital: Wt for Length ZScore-gain7to13 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1479 | OR_unadj: 1.133 [0.902 1.422] | indivs AUC:0.580 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:0.070 Newborn Diagnosis:9ccs218:Liveborn:-0.068 Diagnosis:9ccs258:Other screen:-0.059 Newborn Diagnosis:9ccs0:No DX:0.057 Diagnosis:9ccs113:Late eff CVD:0.057 Diagnosis:9ccs125:Bronchitis:0.050 Diagnosis:9ccs137:Mouth dx:-0.049 Lab:297262 HEMOGLOBIN (HEMOCUE):0.048 Diagnosis:9ccs2603:E Codes: Fall:-0.048 Diagnosis:9ccs55:Fluid/elc dx:-0.044 Vital: Ht-gain10to16 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1442 | OR_unadj: 0.837 [0.658 1.064] | indivs AUC:0.499 Correlated most with: Number of Visits:0.069 Lab:292495 LEAD LEVEL - Sunrise:0.062 Diagnosis:9ccs243:Poisn nonmed:-0.053 Diagnosis:9ccs251:Abdomnl pain:0.048 Diagnosis:9ccs58:Ot nutrit dx:0.047 Newborn Diagnosis:9ccs213:Cardiac anom:0.046 Diagnosis:9ccs92:Otitis media:0.045 Diagnosis:9ccs90:Eye infectn:0.044 Diagnosis:9ccs246:FUO:-0.043 Diagnosis:9ccs122:Pneumonia:0.043 * Vital: Wt-gain7to13 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1496 | OR_unadj: 1.701 [1.338 2.162] | indivs AUC:0.561 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:0.078 Lab:292495 LEAD LEVEL - Sunrise:-0.070 Diagnosis:9ccs59:Anemia:0.068 Diagnosis:9ccs257:Ot aftercare:-0.054 Diagnosis:9ccs133:Oth low resp:-0.051 Diagnosis:9ccs10:Immuniz/scrn:-0.050 Diagnosis:9ccs155:Other GI dx:-0.047 Diagnosis:9ccs251:Abdomnl pain:-0.045 Diagnosis:9ccs151:Oth liver dx:-0.043 Diagnosis:9ccs55:Fluid/elc dx:0.043 Vital: Ht-gain3to7 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1460 | OR_unadj: 1.123 [0.894 1.411] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs127:COPD:0.093 Diagnosis:9ccs92:Otitis media:0.080 Diagnosis:9ccs126:Ot up rsp in:0.078 Number of Visits:0.075 Diagnosis:9ccs212:Ot bone dx:0.072 Diagnosis:9ccs47:Ot bnign neo:-0.070 Diagnosis:9ccs200:Oth skin dx:-0.065 Diagnosis:9ccs113:Late eff CVD:0.065 Diagnosis:9ccs122:Pneumonia:0.064 Lab:297275 STREP RAPID TEST (POCT):0.062 Vital: Wt-gain5to10 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1472 | OR_unadj: 1.156 [0.922 1.450] | indivs AUC:0.577 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:-0.080 Diagnosis:9ccs259:Unclassified:-0.076 Newborn Diagnosis:9ccs0:No DX:0.066 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.064 Diagnosis:9ccs92:Otitis media:0.059 Diagnosis:9ccs257:Ot aftercare:0.058 Number of Visits:0.058 Diagnosis:9ccs222:Perint jaund:-0.054 Diagnosis:9ccs197:Skin infectn:-0.049 Lab:294147 FREE T4 - LMC:0.043 Vital: Ht-gain16to24 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1442 | OR_unadj: 0.985 [0.700 1.387] | indivs AUC:0.536 Correlated most with: Number of Visits:-0.094 Diagnosis:9ccs55:Fluid/elc dx:-0.073 Diagnosis:9ccs126:Ot up rsp in:-0.059 Diagnosis:9ccs257:Ot aftercare:-0.053 Diagnosis:9ccs259:Unclassified:-0.052 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.052 Diagnosis:9ccs197:Skin infectn:-0.048 Diagnosis:9ccs135:Intest infct:-0.048 Diagnosis:9ccs113:Late eff CVD:0.047 Diagnosis:9ccs125:Bronchitis:-0.045 Vital: Ht-gain0to3 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1419 | OR_unadj: 1.156 [0.909 1.469] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs8:Oth infectns:0.072 Diagnosis:9ccs2:Septicemia:0.067 Diagnosis:9ccs216:Nerv cong an:-0.061 Diagnosis:9ccs140:Gastritis:0.052 Diagnosis:9ccs124:Tonsillitis:-0.051 Newborn Diagnosis:9ccs223:Birth trauma:0.051 Diagnosis:9ccs234:Crush injury:0.046 Number of Visits:0.042 Diagnosis:9ccs138:Esophgeal dx:-0.041 Diagnosis:9ccs247:Lymph enlarg:-0.040 Vital: HC-gain0to3 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1344 | OR_unadj: 1.162 [0.915 1.474] | indivs AUC:0.517 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:-0.064 Diagnosis:9ccs240:Burns:-0.059 Diagnosis:9ccs200:Oth skin dx:0.057 Diagnosis:9ccs134:Ot uppr resp:-0.050 Diagnosis:9ccs62:Coag/hemr dx:-0.048 Diagnosis:9ccs257:Ot aftercare:0.047 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.047 Diagnosis:9ccs2:Septicemia:0.045 Diagnosis:9ccs208:Acq foot def:0.041 Diagnosis:9ccs7:Viral infect:0.040 * Vital: Wt-gain16to24 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1468 | OR_unadj: 1.821 [1.385 2.394] | indivs AUC:0.589 Correlated most with: Number of Visits:-0.109 Diagnosis:9ccs126:Ot up rsp in:-0.074 Diagnosis:9ccs259:Unclassified:-0.058 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.058 Diagnosis:9ccs125:Bronchitis:-0.057 Diagnosis:9ccs7:Viral infect:-0.054 Diagnosis:9ccs257:Ot aftercare:-0.053 Diagnosis:9ccs135:Intest infct:-0.051 Diagnosis:9ccs113:Late eff CVD:0.049 Diagnosis:9ccs138:Esophgeal dx:-0.047 * Vital: Ht-avg0to1 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1350 | OR_unadj: 1.413 [1.125 1.774] | indivs AUC:0.574 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.333 Diagnosis:9ccs219:Low birth wt:-0.286 Newborn Diagnosis:9ccs253:Allergy:-0.131 Newborn Diagnosis:9ccs221:Resp distres:-0.120 Lab:297262 HEMOGLOBIN (HEMOCUE):0.114 Newborn Diagnosis:9ccs222:Perint jaund:-0.114 Newborn Diagnosis:9ccs256:Exam/eval:-0.101 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.082 Lab:294203 BILIRUBIN TOTAL - LMC:-0.068 Diagnosis:9ccs117:Ot circul dx:-0.059 Vital: Wt for Length ZScore-gain10to16 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1500 | OR_unadj: 1.181 [0.941 1.483] | indivs AUC:0.515 Correlated most with: Newborn Diagnosis:9ccs95:Oth nerv dx:0.054 Diagnosis:9ccs113:Late eff CVD:-0.054 Diagnosis:9ccs8:Oth infectns:0.053 Diagnosis:9ccs125:Bronchitis:-0.046 Diagnosis:9ccs256:Exam/eval:0.045 Lab:292495 LEAD LEVEL - Sunrise:-0.044 Diagnosis:9ccs147:Anal/rectal:0.044 Diagnosis:9ccs165:Inf male gen:-0.044 Diagnosis:9ccs96:Hrt valve dx:0.043 Diagnosis:9ccs215:gu cong anom:0.043 Vital: Wt for Length ZScore-gain13to19 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1485 | OR_unadj: 1.109 [0.884 1.392] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs217:Ot cong anom:-0.063 Newborn Diagnosis:9ccs223:Birth trauma:0.062 Diagnosis:9ccs246:FUO:0.061 Newborn Diagnosis:9ccs191:Amnios dx:-0.056 Diagnosis:9ccs155:Other GI dx:0.055 Diagnosis:9ccs10:Immuniz/scrn:-0.051 Lab:306617 OCCULT BLOOD TEST (FECAL):0.050 Diagnosis:9ccs234:Crush injury:0.048 Diagnosis:9ccs253:Allergy:0.046 Diagnosis:9ccs258:Other screen:0.045 Vital: Ht-gain7to13 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1476 | OR_unadj: 1.168 [0.864 1.580] | indivs AUC:0.536 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:0.069 Lab:292495 LEAD LEVEL - Sunrise:-0.063 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.063 Diagnosis:9ccs197:Skin infectn:0.055 Diagnosis:9ccs58:Ot nutrit dx:-0.052 Diagnosis:9ccs59:Anemia:0.052 Diagnosis:9ccs10:Immuniz/scrn:-0.050 Newborn Diagnosis:9ccs224:Ot perint dx:0.048 Diagnosis:9ccs251:Abdomnl pain:-0.046 Diagnosis:9ccs135:Intest infct:0.044 * Vital: Ht-avg1to3 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1374 | OR_unadj: 1.477 [1.174 1.858] | indivs AUC:0.528 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.290 Diagnosis:9ccs219:Low birth wt:-0.225 Newborn Diagnosis:9ccs221:Resp distres:-0.146 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.126 Newborn Diagnosis:9ccs256:Exam/eval:-0.108 Newborn Diagnosis:9ccs253:Allergy:-0.106 Newborn Diagnosis:9ccs222:Perint jaund:-0.099 Lab:297262 HEMOGLOBIN (HEMOCUE):0.095 Diagnosis:9ccs2:Septicemia:0.078 Diagnosis:9ccs8:Oth infectns:0.059 * Vital: Wt Change-avg19to24 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 879 | OR_unadj: 1.673 [1.252 2.235] | indivs AUC:0.563 Correlated most with: Number of Visits:-0.191 Diagnosis:9ccs92:Otitis media:-0.145 Diagnosis:9ccs257:Ot aftercare:-0.125 Diagnosis:9ccs126:Ot up rsp in:-0.112 Diagnosis:9ccs7:Viral infect:-0.111 Diagnosis:9ccs135:Intest infct:-0.093 Diagnosis:9ccs125:Bronchitis:-0.087 Diagnosis:9ccs258:Other screen:-0.085 Diagnosis:9ccs133:Oth low resp:-0.083 Diagnosis:9ccs2603:E Codes: Fall:-0.079 Vital: BMI-gain16to24 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1484 | OR_unadj: 1.317 [0.995 1.744] | indivs AUC:0.547 Correlated most with: Number of Visits:-0.101 Diagnosis:9ccs259:Unclassified:-0.066 Diagnosis:9ccs126:Ot up rsp in:-0.062 Diagnosis:9ccs135:Intest infct:-0.062 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.055 Diagnosis:9ccs125:Bronchitis:-0.053 Diagnosis:9ccs257:Ot aftercare:-0.053 Newborn Diagnosis:9ccs191:Amnios dx:0.051 MatDeliveryAge:-0.046 Diagnosis:9ccs55:Fluid/elc dx:-0.044 Vital: Ht Percentile-gain13to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 832 | OR_unadj: 1.172 [0.894 1.536] | indivs AUC:0.476 Correlated most with: Diagnosis:9ccs244:Other injury:0.068 Newborn Diagnosis:9ccs191:Amnios dx:-0.067 Newborn Diagnosis:9ccs223:Birth trauma:-0.066 Diagnosis:9ccs259:Unclassified:0.064 Diagnosis:10ccs58:Ot nutrit dx:-0.051 Diagnosis:9ccs250:Nausea/vomit:0.049 Diagnosis:9ccs75:Hx mental dx:-0.049 Diagnosis:9ccs198:Ot infl skin:-0.049 Diagnosis:9ccs211:Ot conn tiss:-0.044 Diagnosis:9ccs257:Ot aftercare:0.040 * Vital: BMI Percentile-latest | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 247 | OR_unadj: 2.918 [2.034 4.185] | indivs AUC:0.572 Correlated most with: Newborn Diagnosis:9ccs253:Allergy:-0.093 Diagnosis:9ccs48:Thyroid dsor:-0.084 Diagnosis:9ccs58:Ot nutrit dx:0.073 Newborn Diagnosis:9ccs191:Amnios dx:0.071 Diagnosis:9ccs209:Ot acq defor:0.071 Diagnosis:9ccs128:Asthma:0.068 Newborn Diagnosis:9ccs217:Ot cong anom:0.059 Diagnosis:9ccs242:Poisn ot med:-0.057 Diagnosis:9ccs62:Coag/hemr dx:0.054 Lab:294147 FREE T4 - LMC:0.050 Vital: BMI-gain5to10 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1471 | OR_unadj: 1.143 [0.910 1.435] | indivs AUC:0.581 Correlated most with: Newborn Diagnosis:9ccs0:No DX:0.069 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.067 Diagnosis:9ccs197:Skin infectn:-0.057 Diagnosis:9ccs259:Unclassified:-0.056 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.052 Diagnosis:9ccs257:Ot aftercare:0.049 Newborn Diagnosis:9ccs224:Ot perint dx:-0.044 Diagnosis:9ccs154:Gastroent:-0.043 Newborn Diagnosis:9ccs94:Other ear dx:-0.041 Diagnosis:9ccs222:Perint jaund:-0.039 * Vital: Ht-latest | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1665 | OR_unadj: 1.383 [1.078 1.773] | indivs AUC:0.555 Correlated most with: Number of Visits:0.416 Diagnosis:9ccs126:Ot up rsp in:0.347 Diagnosis:9ccs10:Immuniz/scrn:0.289 Diagnosis:9ccs92:Otitis media:0.280 Diagnosis:9ccs7:Viral infect:0.183 Diagnosis:9ccs257:Ot aftercare:0.180 Diagnosis:9ccs135:Intest infct:0.160 Diagnosis:9ccs125:Bronchitis:0.140 Diagnosis:9ccs128:Asthma:0.122 Diagnosis:9ccs90:Eye infectn:0.118 * Vital: BMI-gain13to19 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1462 | OR_unadj: 1.439 [1.146 1.808] | indivs AUC:0.583 Correlated most with: Diagnosis:9ccs243:Poisn nonmed:0.059 Diagnosis:9ccs246:FUO:0.048 Diagnosis:9ccs198:Ot infl skin:-0.041 Diagnosis:9ccs259:Unclassified:0.038 Diagnosis:9ccs217:Ot cong anom:0.038 Newborn Diagnosis:9ccs223:Birth trauma:-0.038 Diagnosis:9ccs223:Birth trauma:-0.036 Diagnosis:9ccs208:Acq foot def:-0.035 Newborn Diagnosis:9ccs224:Ot perint dx:-0.035 Diagnosis:9ccs234:Crush injury:-0.034 Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 806 | OR_unadj: 0.965 [0.769 1.210] | indivs AUC:0.471 Correlated most with: Newborn Diagnosis:9ccs224:Ot perint dx:1.000 Newborn Diagnosis:9ccs222:Perint jaund:0.121 Newborn Diagnosis:9ccs96:Hrt valve dx:0.091 Diagnosis:9ccs7:Viral infect:-0.087 Newborn Diagnosis:9ccs256:Exam/eval:0.084 Newborn Diagnosis:9ccs0:No DX:-0.080 Newborn Diagnosis:9ccs253:Allergy:0.069 Diagnosis:9ccs64:Ot hematl dx:0.067 Diagnosis:9ccs74:Ot mentl cnd:-0.064 Diagnosis:9ccs197:Skin infectn:0.063 Vital: BMI-gain3to7 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1478 | OR_unadj: 1.130 [0.893 1.430] | indivs AUC:0.547 Correlated most with: Diagnosis:9ccs127:COPD:0.084 Diagnosis:9ccs222:Perint jaund:-0.075 Diagnosis:9ccs92:Otitis media:0.073 Number of Visits:0.072 Diagnosis:9ccs212:Ot bone dx:0.071 Diagnosis:9ccs122:Pneumonia:0.065 Diagnosis:9ccs126:Ot up rsp in:0.064 Diagnosis:9ccs200:Oth skin dx:-0.063 Diagnosis:9ccs47:Ot bnign neo:-0.060 Lab:297275 STREP RAPID TEST (POCT):0.058 Vital: HR-latest | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1040 | OR_unadj: 1.213 [0.939 1.565] | indivs AUC:0.496 Correlated most with: Number of Visits:-0.082 Diagnosis:9ccs124:Tonsillitis:-0.063 Diagnosis:9ccs127:COPD:-0.063 Diagnosis:9ccs96:Hrt valve dx:-0.062 Diagnosis:9ccs117:Ot circul dx:-0.061 Diagnosis:9ccs128:Asthma:-0.058 Diagnosis:9ccs253:Allergy:-0.055 Diagnosis:9ccs89:Blindness:-0.055 Diagnosis:9ccs251:Abdomnl pain:-0.053 Diagnosis:9ccs10:Immuniz/scrn:0.048 Vital: BMI-gain7to13 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1496 | OR_unadj: 1.138 [0.883 1.468] | indivs AUC:0.480 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:0.067 Lab:292495 LEAD LEVEL - Sunrise:-0.067 Diagnosis:9ccs58:Ot nutrit dx:-0.059 Newborn Diagnosis:9ccs224:Ot perint dx:0.056 Diagnosis:9ccs96:Hrt valve dx:0.054 Diagnosis:9ccs197:Skin infectn:0.047 Diagnosis:9ccs59:Anemia:0.045 Diagnosis:9ccs133:Oth low resp:-0.044 Diagnosis:9ccs10:Immuniz/scrn:-0.043 Diagnosis:9ccs155:Other GI dx:-0.041 Vital: Wt for Len Percentile-gain5to10 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1318 | OR_unadj: 0.982 [0.778 1.240] | indivs AUC:0.558 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:-0.068 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.052 Diagnosis:9ccs197:Skin infectn:-0.051 Diagnosis:9ccs125:Bronchitis:0.049 Lab:294147 FREE T4 - LMC:0.048 Diagnosis:9ccs154:Gastroent:-0.044 Diagnosis:9ccs250:Nausea/vomit:-0.043 Diagnosis:9ccs234:Crush injury:-0.041 Diagnosis:9ccs94:Other ear dx:-0.041 Diagnosis:9ccs8:Oth infectns:-0.040 Vital: Temp-avg16to19 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1323 | OR_unadj: 0.807 [0.561 1.162] | indivs AUC:0.512 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.158 Diagnosis:9ccs255:Social admin:-0.148 Number of Visits:-0.135 Diagnosis:9ccs239:Superfic inj:-0.112 Diagnosis:9ccs126:Ot up rsp in:-0.111 Diagnosis:9ccs240:Burns:-0.093 Diagnosis:9ccs257:Ot aftercare:-0.092 Diagnosis:9ccs258:Other screen:-0.086 Diagnosis:9ccs90:Eye infectn:-0.082 Diagnosis:9ccs133:Oth low resp:-0.081 Vital: BMI-gain10to16 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1482 | OR_unadj: 0.877 [0.692 1.111] | indivs AUC:0.499 Correlated most with: Number of Visits:0.069 Lab:292495 LEAD LEVEL - Sunrise:0.060 Diagnosis:9ccs243:Poisn nonmed:-0.055 Diagnosis:9ccs58:Ot nutrit dx:0.053 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.052 Diagnosis:9ccs62:Coag/hemr dx:0.051 Diagnosis:9ccs251:Abdomnl pain:0.043 Newborn Diagnosis:9ccs213:Cardiac anom:0.043 Diagnosis:9ccs92:Otitis media:0.042 Newborn Diagnosis:9ccs223:Birth trauma:0.041 Vital: HC-avg10to13 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1210 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.608 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.296 Number of Visits:-0.273 Diagnosis:9ccs255:Social admin:-0.264 Diagnosis:9ccs126:Ot up rsp in:-0.240 Diagnosis:9ccs7:Viral infect:-0.222 Diagnosis:9ccs257:Ot aftercare:-0.195 Diagnosis:9ccs92:Otitis media:-0.179 Diagnosis:9ccs125:Bronchitis:-0.138 Diagnosis:9ccs59:Anemia:-0.135 Diagnosis:9ccs135:Intest infct:-0.125 * Vital: Wt Change-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 987 | OR_unadj: 1.430 [1.090 1.874] | indivs AUC:0.584 Correlated most with: Number of Visits:-0.196 Diagnosis:9ccs92:Otitis media:-0.156 Diagnosis:9ccs257:Ot aftercare:-0.152 Diagnosis:9ccs126:Ot up rsp in:-0.121 Diagnosis:9ccs7:Viral infect:-0.112 Diagnosis:9ccs135:Intest infct:-0.089 Diagnosis:9ccs155:Other GI dx:-0.070 Diagnosis:9ccs200:Oth skin dx:-0.068 Diagnosis:9ccs127:COPD:-0.066 Diagnosis:9ccs125:Bronchitis:-0.065 * Vital: HC-gain3to7 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1347 | OR_unadj: 1.370 [1.014 1.851] | indivs AUC:0.578 Correlated most with: Number of Visits:0.084 Diagnosis:9ccs92:Otitis media:0.061 Diagnosis:9ccs122:Pneumonia:0.057 Diagnosis:9ccs256:Exam/eval:-0.055 Diagnosis:9ccs240:Burns:0.054 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.050 Diagnosis:9ccs127:COPD:0.048 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.048 Lab:294205 TSH REFLEX TO FT4 - LMC:0.047 Newborn Diagnosis:9ccs259:Unclassified:-0.047 Vital: Wt for Len Percentile-gain16to24 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1353 | OR_unadj: 0.799 [0.624 1.024] | indivs AUC:0.487 Correlated most with: Number of Visits:-0.085 Diagnosis:9ccs126:Ot up rsp in:-0.074 Diagnosis:9ccs135:Intest infct:-0.060 Diagnosis:9ccs259:Unclassified:-0.053 Diagnosis:9ccs64:Ot hematl dx:-0.052 Diagnosis:9ccs197:Skin infectn:-0.051 Diagnosis:9ccs258:Other screen:-0.050 Diagnosis:9ccs47:Ot bnign neo:0.049 Diagnosis:9ccs165:Inf male gen:-0.049 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.048 Vital: HC-gain7to13 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1315 | OR_unadj: 1.015 [0.741 1.390] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs58:Ot nutrit dx:-0.072 Diagnosis:9ccs257:Ot aftercare:-0.057 Lab:292495 LEAD LEVEL - Sunrise:-0.056 Diagnosis:9ccs10:Immuniz/scrn:-0.054 Lab:294205 TSH REFLEX TO FT4 - LMC:0.054 MatDeliveryAge:0.053 Diagnosis:9ccs197:Skin infectn:0.051 Diagnosis:9ccs2:Septicemia:0.044 Diagnosis:9ccs83:Epilepsy/cnv:-0.043 Diagnosis:9ccs151:Oth liver dx:-0.042 Vital: Ht-gain5to10 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1443 | OR_unadj: 1.120 [0.888 1.414] | indivs AUC:0.506 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:-0.068 Newborn Diagnosis:9ccs0:No DX:0.061 Diagnosis:9ccs197:Skin infectn:-0.057 Diagnosis:9ccs259:Unclassified:-0.056 Number of Visits:0.055 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.053 Diagnosis:9ccs2:Septicemia:-0.048 Diagnosis:9ccs257:Ot aftercare:0.045 Diagnosis:9ccs128:Asthma:0.045 Newborn Diagnosis:9ccs224:Ot perint dx:-0.039 Vital: HC-avg3to5 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1164 | OR_unadj: 1.089 [0.860 1.379] | indivs AUC:0.511 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.154 Newborn Diagnosis:9ccs221:Resp distres:-0.100 Diagnosis:9ccs219:Low birth wt:-0.091 Lab:297262 HEMOGLOBIN (HEMOCUE):0.089 Newborn Diagnosis:9ccs224:Ot perint dx:0.079 Newborn Diagnosis:9ccs222:Perint jaund:-0.068 Newborn Diagnosis:9ccs253:Allergy:-0.068 Diagnosis:9ccs213:Cardiac anom:-0.065 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.065 Diagnosis:9ccs216:Nerv cong an:-0.063 * Vital: HC-avg7to10 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1119 | OR_unadj: 1.386 [1.102 1.744] | indivs AUC:0.563 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.084 Lab:297262 HEMOGLOBIN (HEMOCUE):0.083 Diagnosis:9ccs75:Hx mental dx:0.073 Diagnosis:9ccs2603:E Codes: Fall:0.070 Diagnosis:9ccs209:Ot acq defor:0.061 Newborn Diagnosis:9ccs221:Resp distres:-0.058 Diagnosis:9ccs127:COPD:0.055 Newborn Diagnosis:9ccs191:Amnios dx:0.048 Diagnosis:9ccs62:Coag/hemr dx:0.046 Diagnosis:9ccs212:Ot bone dx:-0.045 * Vital: HC-avg5to7 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1177 | OR_unadj: 1.779 [1.148 2.758] | indivs AUC:0.570 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.162 Diagnosis:9ccs3:Oth bact inf:-0.152 Diagnosis:9ccs255:Social admin:-0.137 Number of Visits:-0.136 Diagnosis:9ccs7:Viral infect:-0.123 Diagnosis:9ccs126:Ot up rsp in:-0.112 Diagnosis:9ccs247:Lymph enlarg:-0.101 Newborn Diagnosis:9ccs219:Low birth wt:-0.101 Diagnosis:9ccs92:Otitis media:-0.097 Newborn Diagnosis:9ccs222:Perint jaund:-0.087 * Vital: HC-avg1to3 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1235 | OR_unadj: 1.366 [1.082 1.723] | indivs AUC:0.544 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.245 Diagnosis:9ccs219:Low birth wt:-0.191 Newborn Diagnosis:9ccs221:Resp distres:-0.114 Lab:297262 HEMOGLOBIN (HEMOCUE):0.102 Newborn Diagnosis:9ccs222:Perint jaund:-0.094 Newborn Diagnosis:9ccs253:Allergy:-0.090 Diagnosis:9ccs2603:E Codes: Fall:0.075 Newborn Diagnosis:9ccs223:Birth trauma:0.068 Diagnosis:9ccs223:Birth trauma:0.064 Newborn Diagnosis:9ccs256:Exam/eval:-0.064 Vital: HC-gain10to16 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1231 | OR_unadj: 0.870 [0.694 1.091] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs257:Ot aftercare:0.092 Diagnosis:9ccs239:Superfic inj:-0.073 Diagnosis:9ccs83:Epilepsy/cnv:0.068 Newborn Diagnosis:9ccs96:Hrt valve dx:0.064 Lab:292495 LEAD LEVEL - Sunrise:0.061 Diagnosis:9ccs256:Exam/eval:-0.056 Number of Visits:0.052 Diagnosis:9ccs125:Bronchitis:0.051 Diagnosis:10ccs58:Ot nutrit dx:0.050 Diagnosis:9ccs62:Coag/hemr dx:0.047 * Vital: Wt for Len Percentile-avg5to7 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1198 | OR_unadj: 2.078 [1.634 2.643] | indivs AUC:0.619 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.091 Diagnosis:9ccs95:Oth nerv dx:-0.078 Newborn Diagnosis:9ccs191:Amnios dx:0.076 Diagnosis:9ccs128:Asthma:0.070 Diagnosis:9ccs59:Anemia:0.062 Diagnosis:9ccs224:Ot perint dx:-0.061 Diagnosis:9ccs92:Otitis media:0.058 Diagnosis:9ccs246:FUO:0.052 Newborn Diagnosis:9ccs224:Ot perint dx:-0.051 Newborn Diagnosis:9ccs223:Birth trauma:-0.050 Vital: Wt for Len Percentile-gain10to16 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1330 | OR_unadj: 1.141 [0.909 1.433] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:0.064 Diagnosis:9ccs217:Ot cong anom:-0.057 Diagnosis:9ccs243:Poisn nonmed:-0.055 Lab:292495 LEAD LEVEL - Sunrise:0.053 Lab:306617 OCCULT BLOOD TEST (FECAL):0.046 Diagnosis:9ccs10:Immuniz/scrn:-0.043 Number of Visits:0.042 Diagnosis:9ccs155:Other GI dx:0.042 Newborn Diagnosis:9ccs191:Amnios dx:-0.041 Diagnosis:9ccs2603:E Codes: Fall:0.037 * Vital: Ht Percentile-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1058 | OR_unadj: 1.698 [1.338 2.155] | indivs AUC:0.611 Correlated most with: Diagnosis:9ccs59:Anemia:-0.070 Diagnosis:9ccs136:Teeth dx:-0.061 Diagnosis:9ccs244:Other injury:0.059 Newborn Diagnosis:9ccs224:Ot perint dx:0.056 Diagnosis:9ccs212:Ot bone dx:-0.053 Diagnosis:9ccs223:Birth trauma:0.053 Diagnosis:9ccs147:Anal/rectal:0.052 Newborn Diagnosis:9ccs223:Birth trauma:0.052 Diagnosis:9ccs257:Ot aftercare:-0.050 Diagnosis:9ccs243:Poisn nonmed:-0.049 * Vital: Ht-avg5to7 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1348 | OR_unadj: 1.486 [1.156 1.909] | indivs AUC:0.540 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.150 Diagnosis:9ccs219:Low birth wt:-0.106 Diagnosis:9ccs3:Oth bact inf:0.097 Newborn Diagnosis:9ccs218:Liveborn:-0.097 Newborn Diagnosis:9ccs253:Allergy:-0.083 Newborn Diagnosis:9ccs221:Resp distres:-0.076 Newborn Diagnosis:9ccs256:Exam/eval:-0.071 Newborn Diagnosis:9ccs222:Perint jaund:-0.070 Diagnosis:9ccs59:Anemia:-0.068 Diagnosis:9ccs10:Immuniz/scrn:-0.063 Vital: HC-gain16to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1079 | OR_unadj: 1.219 [0.956 1.555] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:-0.076 Number of Visits:-0.073 Diagnosis:9ccs113:Late eff CVD:0.056 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.049 Diagnosis:9ccs90:Eye infectn:-0.043 Diagnosis:9ccs47:Ot bnign neo:0.042 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.041 Diagnosis:9ccs75:Hx mental dx:0.040 Newborn Diagnosis:9ccs191:Amnios dx:0.039 Diagnosis:9ccs123:Influenza:-0.035 Vital: Wt for Len Percentile-gain13to19 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1313 | OR_unadj: 0.996 [0.788 1.258] | indivs AUC:0.551 Correlated most with: Diagnosis:9ccs243:Poisn nonmed:0.052 Diagnosis:9ccs0:No DX:-0.050 Diagnosis:9ccs217:Ot cong anom:0.046 Diagnosis:9ccs246:FUO:0.044 Diagnosis:9ccs234:Crush injury:-0.043 Diagnosis:9ccs74:Ot mentl cnd:0.043 Diagnosis:9ccs197:Skin infectn:0.043 Diagnosis:9ccs134:Ot uppr resp:0.043 Diagnosis:9ccs94:Other ear dx:0.039 Diagnosis:9ccs91:Other eye dx:-0.038 Vital: Ht Percentile-gain16to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 975 | OR_unadj: 1.147 [0.882 1.492] | indivs AUC:0.549 Correlated most with: Number of Visits:-0.088 Diagnosis:9ccs259:Unclassified:-0.085 Diagnosis:9ccs59:Anemia:-0.077 Diagnosis:9ccs257:Ot aftercare:-0.055 Diagnosis:9ccs133:Oth low resp:-0.055 Diagnosis:9ccs143:Abdom hernia:-0.054 Diagnosis:9ccs127:COPD:-0.052 Diagnosis:9ccs2603:E Codes: Fall:-0.050 Diagnosis:10ccs58:Ot nutrit dx:-0.049 Diagnosis:9ccs47:Ot bnign neo:-0.049 Vital: Wt for Length ZScore-avg0to1 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1343 | OR_unadj: 1.177 [0.935 1.480] | indivs AUC:0.554 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.098 Diagnosis:9ccs151:Oth liver dx:-0.081 Diagnosis:9ccs216:Nerv cong an:-0.074 Diagnosis:9ccs122:Pneumonia:0.074 Diagnosis:9ccs198:Ot infl skin:0.068 Diagnosis:9ccs217:Ot cong anom:-0.061 Diagnosis:9ccs219:Low birth wt:-0.056 Newborn Diagnosis:9ccs221:Resp distres:-0.053 Diagnosis:9ccs125:Bronchitis:-0.053 Diagnosis:9ccs95:Oth nerv dx:-0.052 * Vital: Ht-avg10to13 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1403 | OR_unadj: 1.702 [1.355 2.140] | indivs AUC:0.575 Correlated most with: Diagnosis:9ccs246:FUO:0.117 Newborn Diagnosis:9ccs219:Low birth wt:-0.106 Diagnosis:9ccs219:Low birth wt:-0.085 Diagnosis:9ccs2:Septicemia:0.068 Newborn Diagnosis:9ccs253:Allergy:-0.063 Diagnosis:9ccs223:Birth trauma:0.063 Diagnosis:9ccs200:Oth skin dx:0.063 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.061 Newborn Diagnosis:9ccs223:Birth trauma:0.056 Diagnosis:9ccs166:Oth male gen:-0.056 Vital: Wt for Len Percentile-gain7to13 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1336 | OR_unadj: 1.084 [0.859 1.369] | indivs AUC:0.502 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:-0.072 Lab:294205 TSH REFLEX TO FT4 - LMC:0.059 Diagnosis:9ccs96:Hrt valve dx:0.054 Diagnosis:9ccs135:Intest infct:0.049 Diagnosis:9ccs47:Ot bnign neo:-0.046 Diagnosis:9ccs8:Oth infectns:0.045 Newborn Diagnosis:9ccs95:Oth nerv dx:0.043 Diagnosis:9ccs217:Ot cong anom:0.043 Newborn Diagnosis:9ccs224:Ot perint dx:0.042 Diagnosis:9ccs213:Cardiac anom:0.042 Vital: Wt for Length ZScore-gain0to3 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1343 | OR_unadj: 1.177 [0.935 1.480] | indivs AUC:0.554 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.098 Diagnosis:9ccs151:Oth liver dx:-0.081 Diagnosis:9ccs216:Nerv cong an:-0.074 Diagnosis:9ccs122:Pneumonia:0.074 Diagnosis:9ccs198:Ot infl skin:0.068 Diagnosis:9ccs217:Ot cong anom:-0.061 Diagnosis:9ccs219:Low birth wt:-0.056 Newborn Diagnosis:9ccs221:Resp distres:-0.053 Diagnosis:9ccs125:Bronchitis:-0.053 Diagnosis:9ccs95:Oth nerv dx:-0.052 * Vital: Ht-avg3to5 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1321 | OR_unadj: 1.312 [1.007 1.711] | indivs AUC:0.550 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.209 Diagnosis:9ccs219:Low birth wt:-0.174 Diagnosis:9ccs10:Immuniz/scrn:-0.152 Newborn Diagnosis:9ccs253:Allergy:-0.127 Diagnosis:9ccs255:Social admin:-0.111 Newborn Diagnosis:9ccs256:Exam/eval:-0.098 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.097 Newborn Diagnosis:9ccs222:Perint jaund:-0.090 Diagnosis:9ccs126:Ot up rsp in:-0.087 Newborn Diagnosis:9ccs221:Resp distres:-0.085 Vital: RR-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 795 | OR_unadj: 1.214 [0.892 1.653] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs151:Oth liver dx:0.083 Diagnosis:9ccs92:Otitis media:-0.078 Diagnosis:9ccs125:Bronchitis:0.069 Diagnosis:9ccs127:COPD:-0.064 Diagnosis:9ccs124:Tonsillitis:-0.063 Diagnosis:9ccs123:Influenza:0.063 Diagnosis:9ccs10:Immuniz/scrn:0.056 Newborn Diagnosis:9ccs213:Cardiac anom:-0.056 Number of Visits:-0.052 Diagnosis:9ccs0:No DX:0.051 Vital: HC-gain13to19 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1054 | OR_unadj: 1.081 [0.862 1.357] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs166:Oth male gen:-0.060 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.060 Diagnosis:9ccs243:Poisn nonmed:0.059 Diagnosis:9ccs74:Ot mentl cnd:0.049 Diagnosis:9ccs208:Acq foot def:-0.048 Diagnosis:9ccs244:Other injury:0.047 Lab:294205 TSH REFLEX TO FT4 - LMC:0.045 Diagnosis:9ccs62:Coag/hemr dx:-0.044 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.043 Diagnosis:9ccs217:Ot cong anom:0.042 Vital: Ht-avg7to10 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.483 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.153 Diagnosis:9ccs219:Low birth wt:-0.081 Newborn Diagnosis:9ccs256:Exam/eval:-0.060 Diagnosis:9ccs223:Birth trauma:0.059 Diagnosis:9ccs200:Oth skin dx:0.058 Newborn Diagnosis:9ccs221:Resp distres:-0.055 Newborn Diagnosis:9ccs253:Allergy:-0.054 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.050 Diagnosis:9ccs126:Ot up rsp in:0.046 Diagnosis:9ccs8:Oth infectns:0.044 Vital: Wt Percentile-gain16to24 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 963 | OR_unadj: 0.991 [0.728 1.347] | indivs AUC:0.550 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.089 Number of Visits:-0.084 Diagnosis:9ccs143:Abdom hernia:-0.079 Diagnosis:9ccs4:Mycoses:-0.071 Diagnosis:9ccs135:Intest infct:-0.070 Diagnosis:9ccs127:COPD:-0.064 Diagnosis:9ccs136:Teeth dx:-0.056 Diagnosis:9ccs240:Burns:-0.056 Diagnosis:9ccs122:Pneumonia:-0.051 Diagnosis:9ccs155:Other GI dx:-0.050 * Vital: Ht-avg16to19 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1291 | OR_unadj: 1.538 [1.221 1.939] | indivs AUC:0.568 Correlated most with: Diagnosis:9ccs147:Anal/rectal:0.075 Newborn Diagnosis:9ccs219:Low birth wt:-0.072 Newborn Diagnosis:9ccs224:Ot perint dx:0.067 Diagnosis:9ccs251:Abdomnl pain:0.058 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.049 Newborn Diagnosis:9ccs259:Unclassified:-0.049 Diagnosis:9ccs95:Oth nerv dx:-0.049 Diagnosis:9ccs200:Oth skin dx:0.047 Newborn Diagnosis:9ccs256:Exam/eval:-0.047 Lab:294147 FREE T4 - LMC:0.046 * Vital: HC-avg16to19 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 933 | OR_unadj: 1.456 [1.141 1.858] | indivs AUC:0.601 Correlated most with: Diagnosis:9ccs216:Nerv cong an:-0.103 Lab:297262 HEMOGLOBIN (HEMOCUE):0.093 Diagnosis:9ccs143:Abdom hernia:0.078 Newborn Diagnosis:9ccs224:Ot perint dx:0.073 MatDeliveryAge:0.068 Diagnosis:9ccs59:Anemia:-0.065 Diagnosis:9ccs253:Allergy:0.060 Diagnosis:9ccs209:Ot acq defor:0.058 Diagnosis:9ccs217:Ot cong anom:0.057 Diagnosis:9ccs137:Mouth dx:-0.055 Vital: Ht-avg13to16 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1287 | OR_unadj: 1.259 [0.991 1.601] | indivs AUC:0.568 Correlated most with: Diagnosis:9ccs240:Burns:0.087 Newborn Diagnosis:9ccs219:Low birth wt:-0.078 Diagnosis:9ccs133:Oth low resp:0.071 Diagnosis:9ccs200:Oth skin dx:0.061 Diagnosis:9ccs256:Exam/eval:0.061 Diagnosis:9ccs216:Nerv cong an:-0.059 Newborn Diagnosis:9ccs253:Allergy:-0.059 Diagnosis:9ccs8:Oth infectns:0.056 Diagnosis:9ccs219:Low birth wt:-0.055 Newborn Diagnosis:9ccs94:Other ear dx:0.054 * Vital: Ht Percentile-avg10to13 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 660 | OR_unadj: 1.758 [1.345 2.298] | indivs AUC:0.555 Correlated most with: Diagnosis:9ccs223:Birth trauma:0.096 Newborn Diagnosis:9ccs223:Birth trauma:0.075 Newborn Diagnosis:9ccs219:Low birth wt:-0.069 Diagnosis:9ccs117:Ot circul dx:-0.064 Newborn Diagnosis:9ccs221:Resp distres:-0.062 Diagnosis:9ccs205:Back problem:0.062 Diagnosis:9ccs219:Low birth wt:-0.060 Diagnosis:9ccs58:Ot nutrit dx:0.059 Newborn Diagnosis:9ccs253:Allergy:-0.055 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.055 Vital: HR-avg10to13 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 456 | OR_unadj: 1.345 [0.952 1.900] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs244:Other injury:-0.076 Diagnosis:9ccs159:UTI:0.068 Diagnosis:9ccs58:Ot nutrit dx:0.066 Diagnosis:9ccs7:Viral infect:0.056 Diagnosis:9ccs92:Otitis media:0.056 Diagnosis:9ccs151:Oth liver dx:0.050 Diagnosis:9ccs223:Birth trauma:-0.049 Diagnosis:9ccs213:Cardiac anom:0.048 Diagnosis:9ccs2:Septicemia:0.047 Diagnosis:9ccs166:Oth male gen:0.045 * Vital: Wt Percentile-avg13to16 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 654 | OR_unadj: 1.705 [1.318 2.206] | indivs AUC:0.580 Correlated most with: Diagnosis:9ccs239:Superfic inj:-0.092 Diagnosis:9ccs136:Teeth dx:-0.079 Newborn Diagnosis:9ccs191:Amnios dx:0.063 Diagnosis:9ccs143:Abdom hernia:0.059 Newborn Diagnosis:9ccs215:gu cong anom:0.059 Newborn Diagnosis:9ccs218:Liveborn:0.055 Diagnosis:9ccs0:No DX:0.053 Diagnosis:9ccs147:Anal/rectal:0.053 Newborn Diagnosis:9ccs253:Allergy:-0.051 Diagnosis:9ccs62:Coag/hemr dx:-0.049 * Vital: Wt for Len Percentile-avg7to10 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1339 | OR_unadj: 2.266 [1.799 2.853] | indivs AUC:0.670 Correlated most with: Diagnosis:9ccs128:Asthma:0.084 Diagnosis:9ccs95:Oth nerv dx:-0.083 Diagnosis:9ccs125:Bronchitis:0.077 MatDeliveryAge:-0.073 Newborn Diagnosis:9ccs191:Amnios dx:0.068 Diagnosis:9ccs143:Abdom hernia:0.066 Diagnosis:9ccs8:Oth infectns:-0.057 Diagnosis:9ccs138:Esophgeal dx:-0.055 Diagnosis:9ccs122:Pneumonia:0.053 Diagnosis:9ccs137:Mouth dx:-0.052 Vital: HC-avg13to16 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 973 | OR_unadj: 1.129 [0.890 1.433] | indivs AUC:0.554 Correlated most with: Lab:297262 HEMOGLOBIN (HEMOCUE):0.082 Diagnosis:9ccs143:Abdom hernia:0.073 Newborn Diagnosis:9ccs224:Ot perint dx:0.068 Diagnosis:9ccs62:Coag/hemr dx:0.066 Diagnosis:9ccs76:Meningitis:-0.063 Diagnosis:9ccs209:Ot acq defor:0.055 Diagnosis:9ccs216:Nerv cong an:-0.053 Newborn Diagnosis:9ccs219:Low birth wt:-0.049 Diagnosis:9ccs253:Allergy:0.048 Diagnosis:9ccs137:Mouth dx:-0.048 Diagnosis:9ccs255:Social admin | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1667 | OR_unadj: 1.120 [0.650 1.932] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs255:Social admin:1.000 Diagnosis:9ccs10:Immuniz/scrn:0.472 Diagnosis:9ccs126:Ot up rsp in:0.356 Diagnosis:9ccs92:Otitis media:0.205 Diagnosis:9ccs253:Allergy:0.198 Diagnosis:9ccs257:Ot aftercare:0.197 Diagnosis:9ccs7:Viral infect:0.189 Number of Visits:0.139 Diagnosis:9ccs125:Bronchitis:0.138 Diagnosis:9ccs135:Intest infct:0.136 * Vital: BMI Percentile-gain16to24 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 235 | OR_unadj: 2.838 [1.958 4.112] | indivs AUC:0.576 Correlated most with: Newborn Diagnosis:9ccs253:Allergy:-0.093 Diagnosis:9ccs48:Thyroid dsor:-0.080 Diagnosis:9ccs209:Ot acq defor:0.075 Newborn Diagnosis:9ccs191:Amnios dx:0.074 Diagnosis:9ccs58:Ot nutrit dx:0.074 Diagnosis:9ccs128:Asthma:0.073 Newborn Diagnosis:9ccs217:Ot cong anom:0.064 Diagnosis:9ccs161:Ot dx kidney:0.055 Newborn Diagnosis:9ccs215:gu cong anom:0.054 Lab:294147 FREE T4 - LMC:0.051 * Vital: BMI Percentile-gain0to24 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 235 | OR_unadj: 2.838 [1.958 4.112] | indivs AUC:0.576 Correlated most with: Newborn Diagnosis:9ccs253:Allergy:-0.093 Diagnosis:9ccs48:Thyroid dsor:-0.080 Diagnosis:9ccs209:Ot acq defor:0.075 Newborn Diagnosis:9ccs191:Amnios dx:0.074 Diagnosis:9ccs58:Ot nutrit dx:0.074 Diagnosis:9ccs128:Asthma:0.073 Newborn Diagnosis:9ccs217:Ot cong anom:0.064 Diagnosis:9ccs161:Ot dx kidney:0.055 Newborn Diagnosis:9ccs215:gu cong anom:0.054 Lab:294147 FREE T4 - LMC:0.051 * Vital: Ht-avg19to24 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1391 | OR_unadj: 1.584 [1.262 1.987] | indivs AUC:0.584 Correlated most with: Diagnosis:9ccs242:Poisn ot med:-0.075 Diagnosis:9ccs127:COPD:0.072 Diagnosis:9ccs55:Fluid/elc dx:-0.071 Newborn Diagnosis:9ccs224:Ot perint dx:0.062 Newborn Diagnosis:9ccs219:Low birth wt:-0.061 Diagnosis:9ccs133:Oth low resp:0.061 Diagnosis:9ccs62:Coag/hemr dx:-0.060 Diagnosis:9ccs147:Anal/rectal:0.060 Diagnosis:9ccs253:Allergy:0.059 Diagnosis:9ccs256:Exam/eval:0.058 * Vital: Wt Percentile-avg10to13 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 638 | OR_unadj: 1.802 [1.392 2.332] | indivs AUC:0.586 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.083 Diagnosis:9ccs136:Teeth dx:-0.082 Diagnosis:9ccs155:Other GI dx:-0.075 Diagnosis:9ccs239:Superfic inj:-0.070 Diagnosis:9ccs143:Abdom hernia:0.069 Diagnosis:9ccs205:Back problem:0.061 Diagnosis:9ccs223:Birth trauma:0.059 Newborn Diagnosis:9ccs215:gu cong anom:0.058 Diagnosis:9ccs62:Coag/hemr dx:-0.055 Diagnosis:9ccs138:Esophgeal dx:-0.051 Vital: Wt Percentile-gain13to19 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 812 | OR_unadj: 1.283 [0.948 1.736] | indivs AUC:0.545 Correlated most with: Diagnosis:9ccs239:Superfic inj:0.063 Diagnosis:9ccs59:Anemia:-0.062 Diagnosis:9ccs211:Ot conn tiss:-0.059 Newborn Diagnosis:9ccs223:Birth trauma:-0.057 Diagnosis:9ccs208:Acq foot def:-0.051 Diagnosis:9ccs198:Ot infl skin:-0.049 Newborn Diagnosis:9ccs217:Ot cong anom:-0.049 Diagnosis:9ccs75:Hx mental dx:-0.048 Newborn Diagnosis:9ccs213:Cardiac anom:-0.047 Lab:294203 BILIRUBIN TOTAL - LMC:-0.042 Diagnosis:9ccs7:Viral infect | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 797 | OR_unadj: 0.878 [0.699 1.102] | indivs AUC:0.449 Correlated most with: Diagnosis:9ccs7:Viral infect:1.000 Number of Visits:0.408 Diagnosis:9ccs126:Ot up rsp in:0.270 Diagnosis:9ccs10:Immuniz/scrn:0.243 Diagnosis:9ccs257:Ot aftercare:0.225 Diagnosis:9ccs125:Bronchitis:0.219 Diagnosis:9ccs92:Otitis media:0.216 Diagnosis:9ccs200:Oth skin dx:0.216 Diagnosis:9ccs155:Other GI dx:0.202 Diagnosis:9ccs255:Social admin:0.189 Vital: Ht Percentile-gain3to7 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 514 | OR_unadj: 0.967 [0.692 1.353] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs154:Gastroent:-0.076 Diagnosis:9ccs48:Thyroid dsor:-0.070 Diagnosis:9ccs83:Epilepsy/cnv:0.058 Diagnosis:9ccs200:Oth skin dx:-0.052 Diagnosis:9ccs64:Ot hematl dx:0.051 Diagnosis:9ccs215:gu cong anom:-0.050 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.049 Diagnosis:9ccs141:Ot dx stomch:-0.048 Diagnosis:9ccs211:Ot conn tiss:-0.047 Newborn Diagnosis:9ccs217:Ot cong anom:0.043 * Vital: Ht-gain0to24 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1385 | OR_unadj: 1.531 [1.220 1.920] | indivs AUC:0.572 Correlated most with: Diagnosis:9ccs242:Poisn ot med:-0.075 Diagnosis:9ccs127:COPD:0.070 Diagnosis:9ccs55:Fluid/elc dx:-0.070 Diagnosis:9ccs147:Anal/rectal:0.062 Newborn Diagnosis:9ccs224:Ot perint dx:0.062 Diagnosis:9ccs62:Coag/hemr dx:-0.060 Diagnosis:9ccs133:Oth low resp:0.059 Diagnosis:9ccs253:Allergy:0.058 Newborn Diagnosis:9ccs219:Low birth wt:-0.056 Diagnosis:9ccs59:Anemia:-0.056 Diagnosis:9ccs94:Other ear dx | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 166 | OR_unadj: 1.404 [0.979 2.013] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs94:Other ear dx:1.000 Number of Visits:0.257 Diagnosis:9ccs74:Ot mentl cnd:0.205 Diagnosis:9ccs113:Late eff CVD:0.198 Diagnosis:9ccs92:Otitis media:0.119 Diagnosis:9ccs126:Ot up rsp in:0.101 Diagnosis:9ccs95:Oth nerv dx:0.101 Diagnosis:9ccs127:COPD:0.084 Diagnosis:9ccs7:Viral infect:0.080 Diagnosis:9ccs257:Ot aftercare:0.078 * Vital: Ht Percentile-avg16to19 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 747 | OR_unadj: 1.399 [1.073 1.825] | indivs AUC:0.547 Correlated most with: Diagnosis:9ccs147:Anal/rectal:0.072 Diagnosis:9ccs223:Birth trauma:0.069 Diagnosis:9ccs208:Acq foot def:0.064 Diagnosis:9ccs239:Superfic inj:-0.061 Diagnosis:9ccs259:Unclassified:0.059 Newborn Diagnosis:9ccs224:Ot perint dx:0.054 Diagnosis:9ccs136:Teeth dx:-0.053 Diagnosis:9ccs127:COPD:0.049 Diagnosis:9ccs244:Other injury:0.049 Newborn Diagnosis:9ccs215:gu cong anom:0.048 * Vital: Wt Change-avg16to19 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 716 | OR_unadj: 1.806 [1.349 2.418] | indivs AUC:0.529 Correlated most with: Number of Visits:-0.170 Diagnosis:9ccs92:Otitis media:-0.130 Diagnosis:9ccs239:Superfic inj:-0.097 Diagnosis:9ccs125:Bronchitis:-0.097 Diagnosis:9ccs7:Viral infect:-0.097 Diagnosis:9ccs128:Asthma:-0.090 Diagnosis:9ccs257:Ot aftercare:-0.086 Diagnosis:9ccs126:Ot up rsp in:-0.086 Diagnosis:9ccs133:Oth low resp:-0.083 Diagnosis:9ccs2603:E Codes: Fall:-0.080 Vital: Ht Percentile-gain10to16 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 760 | OR_unadj: 0.965 [0.731 1.274] | indivs AUC:0.544 Correlated most with: Diagnosis:9ccs0:No DX:0.103 Lab:292495 LEAD LEVEL - Sunrise:0.069 Diagnosis:9ccs222:Perint jaund:-0.061 Diagnosis:9ccs122:Pneumonia:0.059 Diagnosis:9ccs47:Ot bnign neo:0.056 Diagnosis:9ccs126:Ot up rsp in:0.055 Diagnosis:9ccs62:Coag/hemr dx:0.055 Number of Visits:0.054 Newborn Diagnosis:9ccs218:Liveborn:0.053 Diagnosis:9ccs244:Other injury:-0.050 * Vital: Ht Percentile-gain0to24 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 926 | OR_unadj: 1.596 [1.246 2.043] | indivs AUC:0.590 Correlated most with: Diagnosis:9ccs136:Teeth dx:-0.075 Diagnosis:9ccs59:Anemia:-0.074 Diagnosis:9ccs147:Anal/rectal:0.061 Diagnosis:9ccs212:Ot bone dx:-0.061 Diagnosis:9ccs243:Poisn nonmed:-0.056 Newborn Diagnosis:9ccs223:Birth trauma:0.056 Diagnosis:9ccs2603:E Codes: Fall:-0.055 Diagnosis:9ccs244:Other injury:0.055 Diagnosis:9ccs223:Birth trauma:0.054 Diagnosis:9ccs239:Superfic inj:-0.053 Vital: Wt Percentile-gain5to10 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 574 | OR_unadj: 0.822 [0.563 1.199] | indivs AUC:0.524 Correlated most with: Diagnosis:9ccs92:Otitis media:0.091 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.086 Diagnosis:9ccs125:Bronchitis:0.078 Diagnosis:9ccs257:Ot aftercare:0.059 Newborn Diagnosis:9ccs95:Oth nerv dx:0.058 Diagnosis:9ccs90:Eye infectn:0.056 Newborn Diagnosis:9ccs219:Low birth wt:0.056 Diagnosis:9ccs7:Viral infect:0.055 Diagnosis:9ccs147:Anal/rectal:0.053 Diagnosis:9ccs137:Mouth dx:-0.053 * Vital: Ht Percentile-gain7to13 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 690 | OR_unadj: 1.479 [1.110 1.972] | indivs AUC:0.576 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:-0.080 Diagnosis:9ccs62:Coag/hemr dx:-0.054 Diagnosis:9ccs151:Oth liver dx:-0.051 Diagnosis:9ccs258:Other screen:-0.051 Lab:297275 STREP RAPID TEST (POCT):0.047 Diagnosis:9ccs234:Crush injury:0.044 Diagnosis:9ccs58:Ot nutrit dx:0.042 Newborn Diagnosis:9ccs191:Amnios dx:0.041 Newborn Diagnosis:9ccs217:Ot cong anom:-0.041 Diagnosis:9ccs90:Eye infectn:0.040 Vital: Wt Percentile-gain10to16 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 742 | OR_unadj: 0.895 [0.668 1.200] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs0:No DX:0.147 Lab:292495 LEAD LEVEL - Sunrise:0.083 Diagnosis:9ccs92:Otitis media:0.070 Diagnosis:9ccs219:Low birth wt:0.064 Diagnosis:9ccs250:Nausea/vomit:0.062 Newborn Diagnosis:9ccs218:Liveborn:0.057 Diagnosis:9ccs165:Inf male gen:0.055 Diagnosis:9ccs91:Other eye dx:0.050 Newborn Diagnosis:9ccs213:Cardiac anom:0.050 Newborn Diagnosis:9ccs219:Low birth wt:0.049 Vital: HR-avg7to10 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 429 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.558 Correlated most with: Diagnosis:9ccs127:COPD:-0.082 Diagnosis:9ccs125:Bronchitis:0.061 Diagnosis:9ccs200:Oth skin dx:0.058 Diagnosis:9ccs134:Ot uppr resp:-0.056 Diagnosis:9ccs7:Viral infect:0.056 Diagnosis:9ccs224:Ot perint dx:-0.054 Diagnosis:9ccs76:Meningitis:-0.052 Diagnosis:9ccs124:Tonsillitis:-0.050 Diagnosis:9ccs58:Ot nutrit dx:0.049 Diagnosis:9ccs137:Mouth dx:0.048 * Vital: Ht Percentile-avg19to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 931 | OR_unadj: 1.595 [1.246 2.040] | indivs AUC:0.596 Correlated most with: Diagnosis:9ccs136:Teeth dx:-0.078 Diagnosis:9ccs59:Anemia:-0.076 Diagnosis:9ccs212:Ot bone dx:-0.061 Diagnosis:9ccs147:Anal/rectal:0.058 Diagnosis:9ccs243:Poisn nonmed:-0.058 Newborn Diagnosis:9ccs223:Birth trauma:0.056 Diagnosis:9ccs2603:E Codes: Fall:-0.055 Diagnosis:9ccs244:Other injury:0.055 Diagnosis:9ccs223:Birth trauma:0.054 Diagnosis:9ccs239:Superfic inj:-0.051 * Vital: HC-gain0to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 920 | OR_unadj: 1.672 [1.308 2.137] | indivs AUC:0.604 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:0.085 Diagnosis:9ccs251:Abdomnl pain:-0.057 Diagnosis:9ccs143:Abdom hernia:0.056 Newborn Diagnosis:9ccs224:Ot perint dx:0.056 Newborn Diagnosis:9ccs191:Amnios dx:0.053 Newborn Diagnosis:9ccs219:Low birth wt:-0.052 Diagnosis:9ccs137:Mouth dx:-0.052 Diagnosis:9ccs216:Nerv cong an:-0.051 Lab:297262 HEMOGLOBIN (HEMOCUE):0.051 Diagnosis:9ccs141:Ot dx stomch:-0.051 * Vital: HC-avg19to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 933 | OR_unadj: 1.593 [1.247 2.034] | indivs AUC:0.601 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:0.085 Diagnosis:9ccs143:Abdom hernia:0.064 Diagnosis:9ccs251:Abdomnl pain:-0.056 Newborn Diagnosis:9ccs224:Ot perint dx:0.056 Diagnosis:9ccs137:Mouth dx:-0.054 Newborn Diagnosis:9ccs219:Low birth wt:-0.054 Diagnosis:9ccs59:Anemia:-0.054 Newborn Diagnosis:9ccs191:Amnios dx:0.052 Lab:297262 HEMOGLOBIN (HEMOCUE):0.051 Diagnosis:9ccs216:Nerv cong an:-0.051 Diagnosis:9ccs253:Allergy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 857 | OR_unadj: 1.042 [0.831 1.306] | indivs AUC:0.448 Correlated most with: Diagnosis:9ccs253:Allergy:1.000 Number of Visits:0.299 Diagnosis:9ccs200:Oth skin dx:0.229 Diagnosis:9ccs126:Ot up rsp in:0.198 Diagnosis:9ccs255:Social admin:0.198 Diagnosis:9ccs10:Immuniz/scrn:0.198 Diagnosis:9ccs198:Ot infl skin:0.187 Diagnosis:9ccs155:Other GI dx:0.183 Diagnosis:9ccs7:Viral infect:0.174 Diagnosis:9ccs257:Ot aftercare:0.174 Vital: Wt Change-avg10to13 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 616 | OR_unadj: 1.170 [0.832 1.646] | indivs AUC:0.539 Correlated most with: Number of Visits:-0.133 Diagnosis:9ccs92:Otitis media:-0.114 Diagnosis:9ccs257:Ot aftercare:-0.091 Diagnosis:9ccs125:Bronchitis:-0.090 Diagnosis:9ccs126:Ot up rsp in:-0.080 Diagnosis:9ccs128:Asthma:-0.072 Diagnosis:9ccs166:Oth male gen:-0.069 Diagnosis:9ccs113:Late eff CVD:-0.068 Diagnosis:9ccs122:Pneumonia:-0.065 Diagnosis:9ccs7:Viral infect:-0.063 Vital: HR-avg19to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 455 | OR_unadj: 1.253 [0.883 1.777] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:-0.069 Diagnosis:9ccs259:Unclassified:0.066 Diagnosis:9ccs212:Ot bone dx:-0.060 Diagnosis:9ccs89:Blindness:-0.056 Diagnosis:9ccs223:Birth trauma:0.046 Diagnosis:9ccs205:Back problem:0.044 Diagnosis:9ccs127:COPD:-0.043 Lab:297275 STREP RAPID TEST (POCT):0.041 Diagnosis:9ccs135:Intest infct:-0.041 Number of Visits:-0.041 Vital: Wt Percentile-gain7to13 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 663 | OR_unadj: 1.165 [0.818 1.659] | indivs AUC:0.568 Correlated most with: Diagnosis:9ccs258:Other screen:-0.104 Diagnosis:9ccs151:Oth liver dx:-0.080 Diagnosis:9ccs239:Superfic inj:-0.076 Diagnosis:9ccs198:Ot infl skin:-0.068 Diagnosis:9ccs94:Other ear dx:0.065 Newborn Diagnosis:9ccs95:Oth nerv dx:0.051 Diagnosis:10ccs58:Ot nutrit dx:-0.049 Diagnosis:9ccs8:Oth infectns:-0.048 Lab:297275 STREP RAPID TEST (POCT):0.046 Diagnosis:9ccs55:Fluid/elc dx:0.045 Diagnosis:9ccs74:Ot mentl cnd | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 204 | OR_unadj: 0.817 [0.565 1.182] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs74:Ot mentl cnd:1.000 Diagnosis:9ccs113:Late eff CVD:0.219 Diagnosis:9ccs94:Other ear dx:0.205 Number of Visits:0.187 Diagnosis:9ccs95:Oth nerv dx:0.179 Diagnosis:9ccs10:Immuniz/scrn:0.122 Diagnosis:9ccs126:Ot up rsp in:0.089 Diagnosis:9ccs216:Nerv cong an:0.078 Diagnosis:9ccs223:Birth trauma:0.074 Diagnosis:9ccs255:Social admin:0.073 Vital: Ht Percentile-gain5to10 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 590 | OR_unadj: 0.909 [0.659 1.253] | indivs AUC:0.501 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:0.074 Newborn Diagnosis:9ccs191:Amnios dx:-0.062 Lab:292495 LEAD LEVEL - Sunrise:0.057 Diagnosis:9ccs243:Poisn nonmed:0.055 Diagnosis:9ccs250:Nausea/vomit:-0.053 Diagnosis:9ccs137:Mouth dx:-0.046 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.045 Diagnosis:9ccs247:Lymph enlarg:0.044 Newborn Diagnosis:9ccs224:Ot perint dx:-0.042 Diagnosis:9ccs155:Other GI dx:-0.041 Vital: HR-avg16to19 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 366 | OR_unadj: 1.321 [0.899 1.943] | indivs AUC:0.492 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.084 Newborn Diagnosis:9ccs217:Ot cong anom:0.083 Diagnosis:9ccs217:Ot cong anom:0.074 Diagnosis:9ccs247:Lymph enlarg:-0.073 Diagnosis:9ccs259:Unclassified:0.066 Diagnosis:9ccs10:Immuniz/scrn:0.064 Diagnosis:9ccs159:UTI:0.063 Diagnosis:9ccs75:Hx mental dx:0.062 Diagnosis:9ccs76:Meningitis:0.062 Diagnosis:9ccs258:Other screen:0.061 Vital: Wt Change-avg13to16 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 626 | OR_unadj: 0.825 [0.577 1.179] | indivs AUC:0.528 Correlated most with: Number of Visits:-0.162 Diagnosis:9ccs92:Otitis media:-0.111 Diagnosis:9ccs125:Bronchitis:-0.087 Diagnosis:9ccs126:Ot up rsp in:-0.087 Diagnosis:9ccs257:Ot aftercare:-0.081 Diagnosis:9ccs7:Viral infect:-0.067 Newborn Diagnosis:9ccs223:Birth trauma:0.064 Diagnosis:9ccs122:Pneumonia:-0.063 Diagnosis:9ccs159:UTI:-0.060 Diagnosis:9ccs117:Ot circul dx:-0.060 Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1428 | OR_unadj: 0.961 [0.720 1.284] | indivs AUC:0.455 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:1.000 Diagnosis:9ccs255:Social admin:0.472 Diagnosis:9ccs126:Ot up rsp in:0.309 Number of Visits:0.260 Diagnosis:9ccs7:Viral infect:0.243 Diagnosis:9ccs257:Ot aftercare:0.212 Diagnosis:9ccs92:Otitis media:0.200 Diagnosis:9ccs253:Allergy:0.198 Diagnosis:9ccs125:Bronchitis:0.161 Diagnosis:9ccs90:Eye infectn:0.151 Vital: Ht Percentile-avg5to7 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 474 | OR_unadj: 1.174 [0.856 1.610] | indivs AUC:0.517 Correlated most with: Diagnosis:9ccs117:Ot circul dx:-0.088 Diagnosis:9ccs219:Low birth wt:-0.082 Newborn Diagnosis:9ccs217:Ot cong anom:0.081 Diagnosis:9ccs223:Birth trauma:0.074 Diagnosis:9ccs48:Thyroid dsor:-0.071 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.069 Newborn Diagnosis:9ccs219:Low birth wt:-0.060 Newborn Diagnosis:9ccs224:Ot perint dx:0.060 Diagnosis:9ccs159:UTI:0.056 Diagnosis:9ccs95:Oth nerv dx:0.055 Vital: HR-avg13to16 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 418 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.481 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:0.070 Diagnosis:9ccs74:Ot mentl cnd:-0.061 Diagnosis:9ccs92:Otitis media:0.054 Lab:292495 LEAD LEVEL - Sunrise:-0.053 Diagnosis:9ccs259:Unclassified:0.051 Diagnosis:9ccs247:Lymph enlarg:-0.048 Diagnosis:9ccs64:Ot hematl dx:0.047 Diagnosis:9ccs125:Bronchitis:-0.047 Diagnosis:9ccs198:Ot infl skin:0.046 Diagnosis:9ccs95:Oth nerv dx:-0.046 Vital: Ht Percentile-avg13to16 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 661 | OR_unadj: 1.285 [0.973 1.695] | indivs AUC:0.545 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:0.074 Newborn Diagnosis:9ccs253:Allergy:-0.064 Diagnosis:9ccs0:No DX:0.058 Diagnosis:9ccs223:Birth trauma:0.057 Newborn Diagnosis:9ccs94:Other ear dx:0.057 Newborn Diagnosis:9ccs221:Resp distres:-0.056 Newborn Diagnosis:9ccs191:Amnios dx:0.055 Diagnosis:9ccs117:Ot circul dx:-0.055 Newborn Diagnosis:9ccs219:Low birth wt:-0.054 Diagnosis:9ccs219:Low birth wt:-0.054 * Vital: HR-avg5to7 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 318 | OR_unadj: 2.013 [1.408 2.877] | indivs AUC:0.546 Correlated most with: Diagnosis:9ccs117:Ot circul dx:-0.077 Diagnosis:9ccs213:Cardiac anom:-0.075 Diagnosis:9ccs125:Bronchitis:0.071 Diagnosis:9ccs48:Thyroid dsor:0.066 Diagnosis:9ccs59:Anemia:0.062 Diagnosis:9ccs96:Hrt valve dx:-0.055 Diagnosis:9ccs253:Allergy:-0.055 Newborn Diagnosis:9ccs218:Liveborn:0.054 Diagnosis:9ccs134:Ot uppr resp:-0.052 Newborn Diagnosis:9ccs191:Amnios dx:0.050 * Diagnosis:9ccs58:Ot nutrit dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 162 | OR_unadj: 1.954 [1.381 2.764] | indivs AUC:0.516 Correlated most with: Diagnosis:9ccs58:Ot nutrit dx:1.000 Number of Visits:0.168 Diagnosis:9ccs155:Other GI dx:0.133 Diagnosis:9ccs239:Superfic inj:0.093 Diagnosis:9ccs133:Oth low resp:0.088 Diagnosis:9ccs200:Oth skin dx:0.087 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.087 Diagnosis:9ccs257:Ot aftercare:0.081 Diagnosis:9ccs154:Gastroent:0.081 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.073 Vital: HR-avg3to5 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 273 | OR_unadj: 0.649 [0.397 1.061] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs224:Ot perint dx:0.077 Number of Visits:0.067 Diagnosis:9ccs135:Intest infct:0.064 Diagnosis:9ccs141:Ot dx stomch:0.063 Diagnosis:9ccs125:Bronchitis:0.060 Diagnosis:9ccs143:Abdom hernia:0.059 Diagnosis:9ccs239:Superfic inj:0.056 Diagnosis:9ccs96:Hrt valve dx:-0.054 Diagnosis:9ccs128:Asthma:0.052 Diagnosis:10ccs58:Ot nutrit dx:0.052 Vital: Wt Percentile-avg1to3 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 348 | OR_unadj: 1.343 [0.953 1.892] | indivs AUC:0.493 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.105 Diagnosis:9ccs219:Low birth wt:-0.099 Diagnosis:9ccs138:Esophgeal dx:-0.090 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.073 Diagnosis:9ccs117:Ot circul dx:-0.062 Diagnosis:9ccs159:UTI:0.061 Diagnosis:9ccs7:Viral infect:0.060 Newborn Diagnosis:9ccs217:Ot cong anom:0.059 Diagnosis:9ccs135:Intest infct:0.058 Diagnosis:9ccs224:Ot perint dx:-0.058 * Vital: Wt Percentile-avg7to10 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 536 | OR_unadj: 1.504 [1.134 1.995] | indivs AUC:0.544 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.096 Newborn Diagnosis:9ccs191:Amnios dx:0.092 Diagnosis:9ccs155:Other GI dx:-0.082 Diagnosis:9ccs223:Birth trauma:0.075 Diagnosis:9ccs219:Low birth wt:-0.074 Newborn Diagnosis:9ccs215:gu cong anom:0.068 Diagnosis:9ccs95:Oth nerv dx:-0.060 Newborn Diagnosis:9ccs253:Allergy:-0.057 Diagnosis:9ccs159:UTI:0.055 Diagnosis:9ccs216:Nerv cong an:-0.054 Vital: Ht Percentile-avg3to5 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 407 | OR_unadj: 1.123 [0.792 1.592] | indivs AUC:0.524 Correlated most with: Diagnosis:9ccs223:Birth trauma:0.105 Newborn Diagnosis:9ccs219:Low birth wt:-0.084 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.078 Diagnosis:9ccs215:gu cong anom:0.077 Diagnosis:9ccs219:Low birth wt:-0.066 Diagnosis:9ccs205:Back problem:0.063 Diagnosis:9ccs208:Acq foot def:-0.053 Newborn Diagnosis:9ccs217:Ot cong anom:0.052 Diagnosis:9ccs117:Ot circul dx:-0.051 Diagnosis:9ccs90:Eye infectn:0.051 Vital: Wt Change-avg7to10 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 504 | OR_unadj: 0.896 [0.600 1.337] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs92:Otitis media:-0.126 Number of Visits:-0.120 Diagnosis:9ccs125:Bronchitis:-0.100 Diagnosis:9ccs166:Oth male gen:-0.085 Diagnosis:9ccs257:Ot aftercare:-0.084 Diagnosis:9ccs128:Asthma:-0.082 Diagnosis:9ccs7:Viral infect:-0.073 Diagnosis:9ccs122:Pneumonia:-0.066 Diagnosis:9ccs126:Ot up rsp in:-0.063 Diagnosis:9ccs59:Anemia:-0.062 Diagnosis:9ccs92:Otitis media | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 817 | OR_unadj: 1.012 [0.807 1.269] | indivs AUC:0.464 Correlated most with: Diagnosis:9ccs92:Otitis media:1.000 Number of Visits:0.404 Diagnosis:9ccs126:Ot up rsp in:0.369 Diagnosis:9ccs257:Ot aftercare:0.273 Diagnosis:9ccs128:Asthma:0.232 Diagnosis:9ccs125:Bronchitis:0.230 Diagnosis:9ccs7:Viral infect:0.216 Diagnosis:9ccs255:Social admin:0.205 Diagnosis:9ccs90:Eye infectn:0.204 Diagnosis:9ccs10:Immuniz/scrn:0.200 * Vital: Wt Percentile-gain1to5 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 424 | OR_unadj: 0.622 [0.403 0.960] | indivs AUC:0.467 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:0.096 Newborn Diagnosis:9ccs191:Amnios dx:0.067 Diagnosis:9ccs126:Ot up rsp in:0.061 Newborn Diagnosis:9ccs218:Liveborn:-0.059 Diagnosis:9ccs212:Ot bone dx:-0.056 Diagnosis:9ccs242:Poisn ot med:0.054 Number of Visits:0.054 Diagnosis:9ccs205:Back problem:0.054 Lab:294205 TSH REFLEX TO FT4 - LMC:0.054 Diagnosis:9ccs4:Mycoses:0.052 Diagnosis:9ccs135:Intest infct | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 470 | OR_unadj: 1.188 [0.925 1.525] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs135:Intest infct:1.000 Number of Visits:0.295 Diagnosis:9ccs126:Ot up rsp in:0.182 Diagnosis:9ccs257:Ot aftercare:0.171 Diagnosis:9ccs7:Viral infect:0.168 Diagnosis:9ccs125:Bronchitis:0.167 Diagnosis:9ccs92:Otitis media:0.154 Diagnosis:9ccs10:Immuniz/scrn:0.145 Diagnosis:9ccs255:Social admin:0.136 Diagnosis:9ccs155:Other GI dx:0.131 Newborn Diagnosis:9ccs259:Unclassified | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 71 | OR_unadj: 1.211 [0.701 2.093] | indivs AUC:0.505 Correlated most with: Newborn Diagnosis:9ccs259:Unclassified:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.241 MatDeliveryAge:0.132 Newborn Diagnosis:9ccs219:Low birth wt:0.094 Newborn Diagnosis:9ccs221:Resp distres:0.083 Newborn Diagnosis:9ccs222:Perint jaund:0.081 Diagnosis:9ccs89:Blindness:0.064 Newborn Diagnosis:9ccs256:Exam/eval:0.062 Newborn Diagnosis:9ccs218:Liveborn:-0.061 Diagnosis:9ccs155:Other GI dx:-0.058 * Vital: Wt Percentile-avg5to7 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 462 | OR_unadj: 1.576 [1.167 2.127] | indivs AUC:0.533 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.101 Newborn Diagnosis:9ccs217:Ot cong anom:0.098 Diagnosis:9ccs205:Back problem:0.083 Diagnosis:9ccs138:Esophgeal dx:-0.081 Diagnosis:9ccs159:UTI:0.075 Diagnosis:9ccs219:Low birth wt:-0.072 Newborn Diagnosis:9ccs215:gu cong anom:0.069 Diagnosis:9ccs223:Birth trauma:0.064 Newborn Diagnosis:9ccs219:Low birth wt:-0.055 Diagnosis:9ccs155:Other GI dx:-0.051 Newborn Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 184 | OR_unadj: 1.088 [0.758 1.563] | indivs AUC:0.503 Correlated most with: Newborn Diagnosis:9ccs222:Perint jaund:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.329 Newborn Diagnosis:9ccs256:Exam/eval:0.269 Diagnosis:9ccs219:Low birth wt:0.213 Newborn Diagnosis:9ccs253:Allergy:0.185 Newborn Diagnosis:9ccs221:Resp distres:0.144 Newborn Diagnosis:9ccs224:Ot perint dx:0.121 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.112 Diagnosis:9ccs222:Perint jaund:0.108 Diagnosis:9ccs95:Oth nerv dx:0.091 Diagnosis:9ccs126:Ot up rsp in | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1288 | OR_unadj: 0.968 [0.750 1.249] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:1.000 Number of Visits:0.440 Diagnosis:9ccs92:Otitis media:0.369 Diagnosis:9ccs255:Social admin:0.356 Diagnosis:9ccs10:Immuniz/scrn:0.309 Diagnosis:9ccs257:Ot aftercare:0.279 Diagnosis:9ccs7:Viral infect:0.270 Diagnosis:9ccs125:Bronchitis:0.250 Diagnosis:9ccs90:Eye infectn:0.206 Diagnosis:9ccs253:Allergy:0.198 Diagnosis:9ccs257:Ot aftercare | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 783 | OR_unadj: 0.992 [0.790 1.245] | indivs AUC:0.459 Correlated most with: Diagnosis:9ccs257:Ot aftercare:1.000 Number of Visits:0.371 Diagnosis:9ccs125:Bronchitis:0.288 Diagnosis:9ccs126:Ot up rsp in:0.279 Diagnosis:9ccs92:Otitis media:0.273 Diagnosis:9ccs7:Viral infect:0.225 Diagnosis:9ccs10:Immuniz/scrn:0.212 Diagnosis:9ccs255:Social admin:0.197 Diagnosis:9ccs128:Asthma:0.189 Diagnosis:9ccs122:Pneumonia:0.182 Diagnosis:9ccs96:Hrt valve dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 159 | OR_unadj: 1.256 [0.863 1.827] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.473 Newborn Diagnosis:9ccs96:Hrt valve dx:0.250 Diagnosis:9ccs117:Ot circul dx:0.228 Newborn Diagnosis:9ccs213:Cardiac anom:0.208 Diagnosis:9ccs244:Other injury:0.101 Diagnosis:9ccs91:Other eye dx:0.097 Diagnosis:9ccs83:Epilepsy/cnv:0.089 Number of Visits:0.080 Diagnosis:9ccs10:Immuniz/scrn:0.079 Vital: HR-avg1to3 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 265 | OR_unadj: 0.901 [0.585 1.388] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs7:Viral infect:0.104 Newborn Diagnosis:9ccs191:Amnios dx:0.090 Diagnosis:9ccs125:Bronchitis:0.076 Diagnosis:9ccs122:Pneumonia:0.065 Diagnosis:9ccs147:Anal/rectal:-0.065 Diagnosis:9ccs141:Ot dx stomch:0.063 Diagnosis:9ccs143:Abdom hernia:0.061 Diagnosis:9ccs198:Ot infl skin:0.060 Diagnosis:9ccs239:Superfic inj:0.053 Diagnosis:9ccs127:COPD:0.051 Vital: Ht Percentile-avg7to10 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 538 | OR_unadj: 1.276 [0.951 1.712] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs117:Ot circul dx:-0.084 Diagnosis:9ccs219:Low birth wt:-0.084 Diagnosis:9ccs223:Birth trauma:0.077 Newborn Diagnosis:9ccs224:Ot perint dx:0.070 Newborn Diagnosis:9ccs253:Allergy:-0.068 Diagnosis:9ccs8:Oth infectns:0.061 Newborn Diagnosis:9ccs223:Birth trauma:0.059 Newborn Diagnosis:9ccs219:Low birth wt:-0.057 Diagnosis:9ccs222:Perint jaund:0.054 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.054 Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 507 | OR_unadj: 0.895 [0.695 1.152] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs200:Oth skin dx:1.000 Number of Visits:0.249 Diagnosis:9ccs253:Allergy:0.229 Diagnosis:9ccs7:Viral infect:0.216 Diagnosis:9ccs239:Superfic inj:0.169 Diagnosis:9ccs155:Other GI dx:0.168 Diagnosis:9ccs198:Ot infl skin:0.160 Diagnosis:9ccs126:Ot up rsp in:0.151 Diagnosis:9ccs10:Immuniz/scrn:0.148 Diagnosis:9ccs133:Oth low resp:0.147 Diagnosis:9ccs90:Eye infectn | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 443 | OR_unadj: 1.060 [0.819 1.372] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs90:Eye infectn:1.000 Number of Visits:0.288 Diagnosis:9ccs126:Ot up rsp in:0.206 Diagnosis:9ccs92:Otitis media:0.204 Diagnosis:9ccs7:Viral infect:0.180 Diagnosis:9ccs125:Bronchitis:0.175 Diagnosis:9ccs91:Other eye dx:0.173 Diagnosis:9ccs10:Immuniz/scrn:0.151 Diagnosis:9ccs257:Ot aftercare:0.148 Diagnosis:9ccs155:Other GI dx:0.131 Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 466 | OR_unadj: 0.954 [0.738 1.234] | indivs AUC:0.485 Correlated most with: Diagnosis:9ccs155:Other GI dx:1.000 Number of Visits:0.323 Diagnosis:9ccs7:Viral infect:0.202 Diagnosis:9ccs154:Gastroent:0.191 Diagnosis:9ccs253:Allergy:0.183 Diagnosis:9ccs133:Oth low resp:0.172 Diagnosis:9ccs126:Ot up rsp in:0.171 Diagnosis:9ccs200:Oth skin dx:0.168 Diagnosis:9ccs257:Ot aftercare:0.152 Diagnosis:9ccs10:Immuniz/scrn:0.146 Vital: Wt Percentile-gain3to7 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 491 | OR_unadj: 1.157 [0.795 1.685] | indivs AUC:0.536 Correlated most with: Diagnosis:9ccs213:Cardiac anom:0.082 Diagnosis:9ccs154:Gastroent:-0.079 Diagnosis:9ccs251:Abdomnl pain:0.056 Diagnosis:9ccs125:Bronchitis:-0.056 Diagnosis:9ccs151:Oth liver dx:-0.056 Diagnosis:9ccs250:Nausea/vomit:-0.054 Diagnosis:9ccs75:Hx mental dx:0.053 Diagnosis:9ccs197:Skin infectn:0.050 Lab:294205 TSH REFLEX TO FT4 - LMC:0.050 Diagnosis:9ccs217:Ot cong anom:-0.049 Vital: RR-avg1to3 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 165 | OR_unadj: 1.209 [0.727 2.010] | indivs AUC:0.470 Correlated most with: Diagnosis:9ccs75:Hx mental dx:-0.080 Diagnosis:9ccs244:Other injury:-0.063 Diagnosis:9ccs153:GI hemorrhag:-0.058 Diagnosis:9ccs125:Bronchitis:0.057 Diagnosis:9ccs95:Oth nerv dx:-0.053 Diagnosis:9ccs7:Viral infect:0.053 Diagnosis:9ccs251:Abdomnl pain:-0.052 Diagnosis:9ccs219:Low birth wt:0.047 Diagnosis:9ccs151:Oth liver dx:0.047 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.047 Vital: Wt Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 299 | OR_unadj: 1.324 [0.896 1.956] | indivs AUC:0.514 Correlated most with: Diagnosis:9ccs117:Ot circul dx:-0.084 Newborn Diagnosis:9ccs219:Low birth wt:-0.080 Diagnosis:9ccs138:Esophgeal dx:-0.076 Diagnosis:9ccs219:Low birth wt:-0.067 Diagnosis:9ccs250:Nausea/vomit:-0.066 Diagnosis:9ccs223:Birth trauma:0.064 Diagnosis:9ccs64:Ot hematl dx:0.055 Diagnosis:9ccs128:Asthma:0.053 Diagnosis:9ccs4:Mycoses:-0.051 Diagnosis:9ccs216:Nerv cong an:-0.049 Vital: Ht Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 371 | OR_unadj: 1.004 [0.693 1.454] | indivs AUC:0.502 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.091 Diagnosis:9ccs117:Ot circul dx:-0.082 Diagnosis:9ccs219:Low birth wt:-0.077 Diagnosis:9ccs223:Birth trauma:0.073 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.064 Diagnosis:9ccs133:Oth low resp:0.064 Diagnosis:9ccs258:Other screen:0.059 Diagnosis:9ccs257:Ot aftercare:0.058 Newborn Diagnosis:9ccs256:Exam/eval:-0.052 Diagnosis:9ccs253:Allergy:0.052 Vital: RR-avg7to10 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 249 | OR_unadj: 1.208 [0.786 1.858] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs7:Viral infect:0.109 Diagnosis:9ccs125:Bronchitis:0.093 Diagnosis:9ccs219:Low birth wt:0.080 Diagnosis:9ccs76:Meningitis:-0.068 Diagnosis:9ccs135:Intest infct:0.064 Diagnosis:9ccs10:Immuniz/scrn:0.063 Diagnosis:9ccs127:COPD:-0.061 Diagnosis:9ccs74:Ot mentl cnd:0.056 Diagnosis:9ccs137:Mouth dx:0.056 Newborn Diagnosis:9ccs253:Allergy:0.056 Vital: Wt Change-avg3to5 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 370 | OR_unadj: 0.972 [0.656 1.439] | indivs AUC:0.549 Correlated most with: Number of Visits:-0.115 Diagnosis:9ccs133:Oth low resp:-0.097 Diagnosis:9ccs92:Otitis media:-0.081 Diagnosis:9ccs125:Bronchitis:-0.076 Diagnosis:9ccs127:COPD:-0.073 Diagnosis:9ccs257:Ot aftercare:-0.068 Diagnosis:9ccs117:Ot circul dx:0.068 Diagnosis:9ccs198:Ot infl skin:-0.067 Diagnosis:9ccs143:Abdom hernia:-0.062 Diagnosis:9ccs128:Asthma:-0.059 Vital: RR-avg19to24 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 186 | OR_unadj: 1.215 [0.655 2.254] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs8:Oth infectns:0.094 Diagnosis:9ccs217:Ot cong anom:-0.086 Diagnosis:9ccs125:Bronchitis:0.080 Diagnosis:9ccs59:Anemia:0.071 Diagnosis:9ccs161:Ot dx kidney:0.063 Diagnosis:9ccs2603:E Codes: Fall:0.063 Diagnosis:9ccs159:UTI:0.060 Diagnosis:9ccs239:Superfic inj:0.056 Diagnosis:9ccs143:Abdom hernia:0.051 Newborn Diagnosis:9ccs219:Low birth wt:0.051 Vital: Ht Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 452 | OR_unadj: 0.762 [0.526 1.105] | indivs AUC:0.466 Correlated most with: Lab:306605 BILIRUBIN DIRECT - Sunrise:0.060 Diagnosis:9ccs258:Other screen:-0.051 Diagnosis:9ccs143:Abdom hernia:0.050 Diagnosis:9ccs48:Thyroid dsor:0.046 Diagnosis:9ccs253:Allergy:-0.045 Newborn Diagnosis:9ccs215:gu cong anom:0.044 Diagnosis:9ccs133:Oth low resp:-0.043 Lab:292495 LEAD LEVEL - Sunrise:-0.042 Diagnosis:9ccs95:Oth nerv dx:0.041 MatDeliveryAge:0.039 Vital: Wt for Len Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 504 | OR_unadj: 1.284 [0.941 1.751] | indivs AUC:0.596 Correlated most with: Lab:294147 FREE T4 - LMC:0.066 Diagnosis:9ccs117:Ot circul dx:-0.065 Diagnosis:9ccs211:Ot conn tiss:-0.063 Diagnosis:9ccs208:Acq foot def:0.059 Diagnosis:9ccs2:Septicemia:0.059 Diagnosis:9ccs48:Thyroid dsor:0.059 Lab:292495 LEAD LEVEL - Sunrise:-0.056 Diagnosis:9ccs155:Other GI dx:-0.055 Diagnosis:9ccs94:Other ear dx:0.051 Diagnosis:9ccs141:Ot dx stomch:-0.050 Vital: Wt for Len Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 495 | OR_unadj: 1.260 [0.921 1.724] | indivs AUC:0.589 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:-0.088 Diagnosis:9ccs3:Oth bact inf:-0.076 Lab:294147 FREE T4 - LMC:0.063 Diagnosis:9ccs155:Other GI dx:-0.059 Diagnosis:9ccs48:Thyroid dsor:0.058 Diagnosis:9ccs208:Acq foot def:0.057 Diagnosis:9ccs211:Ot conn tiss:-0.056 Newborn Diagnosis:9ccs223:Birth trauma:-0.054 Diagnosis:9ccs94:Other ear dx:0.054 Lab:292495 LEAD LEVEL - Sunrise:-0.052 Diagnosis:9ccs125:Bronchitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 481 | OR_unadj: 0.983 [0.763 1.267] | indivs AUC:0.531 Correlated most with: Diagnosis:9ccs125:Bronchitis:1.000 Number of Visits:0.293 Diagnosis:9ccs257:Ot aftercare:0.288 Diagnosis:9ccs126:Ot up rsp in:0.250 Diagnosis:9ccs128:Asthma:0.246 Diagnosis:9ccs92:Otitis media:0.230 Diagnosis:9ccs7:Viral infect:0.219 Diagnosis:9ccs122:Pneumonia:0.187 Diagnosis:9ccs90:Eye infectn:0.175 Diagnosis:9ccs135:Intest infct:0.167 Vital: Wt Change-avg5to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 425 | OR_unadj: 1.110 [0.767 1.607] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs125:Bronchitis:-0.121 Number of Visits:-0.114 Diagnosis:9ccs92:Otitis media:-0.106 Diagnosis:9ccs7:Viral infect:-0.086 Diagnosis:9ccs257:Ot aftercare:-0.078 Diagnosis:9ccs166:Oth male gen:-0.072 Diagnosis:9ccs126:Ot up rsp in:-0.068 Diagnosis:9ccs90:Eye infectn:-0.059 Diagnosis:9ccs165:Inf male gen:-0.055 Diagnosis:9ccs141:Ot dx stomch:-0.054 Vital: RR-avg10to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 258 | OR_unadj: 1.045 [0.647 1.689] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs2:Septicemia:0.099 Diagnosis:9ccs125:Bronchitis:0.074 Diagnosis:9ccs135:Intest infct:0.072 Diagnosis:9ccs47:Ot bnign neo:-0.070 Diagnosis:9ccs7:Viral infect:0.067 Diagnosis:9ccs159:UTI:0.066 Diagnosis:9ccs197:Skin infectn:0.062 Diagnosis:9ccs223:Birth trauma:-0.057 Diagnosis:9ccs83:Epilepsy/cnv:-0.054 Diagnosis:9ccs259:Unclassified:-0.054 Vital: Wt Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 363 | OR_unadj: 1.189 [0.815 1.732] | indivs AUC:0.515 Correlated most with: Lab:306605 BILIRUBIN DIRECT - Sunrise:0.125 Diagnosis:9ccs47:Ot bnign neo:0.072 Diagnosis:9ccs151:Oth liver dx:0.067 Diagnosis:9ccs161:Ot dx kidney:0.065 Diagnosis:9ccs208:Acq foot def:0.065 Diagnosis:9ccs7:Viral infect:0.063 Diagnosis:9ccs143:Abdom hernia:0.059 Diagnosis:9ccs240:Burns:0.057 Diagnosis:9ccs166:Oth male gen:0.055 Diagnosis:9ccs117:Ot circul dx:0.049 Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 117 | OR_unadj: 1.492 [0.984 2.262] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs259:Unclassified:1.000 Diagnosis:9ccs143:Abdom hernia:0.100 Diagnosis:9ccs250:Nausea/vomit:0.084 Diagnosis:9ccs48:Thyroid dsor:0.079 Newborn Diagnosis:9ccs219:Low birth wt:0.077 Diagnosis:9ccs240:Burns:0.076 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.075 Diagnosis:9ccs133:Oth low resp:0.071 Number of Visits:0.069 Diagnosis:9ccs10:Immuniz/scrn:0.068 * Diagnosis:9ccs128:Asthma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 202 | OR_unadj: 1.499 [1.080 2.082] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs128:Asthma:1.000 Number of Visits:0.320 Diagnosis:9ccs122:Pneumonia:0.304 Diagnosis:9ccs125:Bronchitis:0.246 Diagnosis:9ccs92:Otitis media:0.232 Diagnosis:9ccs257:Ot aftercare:0.189 Diagnosis:9ccs133:Oth low resp:0.170 Diagnosis:9ccs127:COPD:0.160 Diagnosis:9ccs126:Ot up rsp in:0.156 Diagnosis:9ccs7:Viral infect:0.137 Vital: HR-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 196 | OR_unadj: 1.544 [0.961 2.479] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs259:Unclassified:0.140 Diagnosis:9ccs213:Cardiac anom:0.081 Diagnosis:9ccs4:Mycoses:0.075 Diagnosis:9ccs223:Birth trauma:0.069 Diagnosis:9ccs76:Meningitis:-0.063 Diagnosis:9ccs197:Skin infectn:0.061 Diagnosis:9ccs123:Influenza:-0.057 Diagnosis:9ccs117:Ot circul dx:0.057 Diagnosis:9ccs48:Thyroid dsor:-0.056 Diagnosis:9ccs7:Viral infect:0.055 Vital: Wt Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 396 | OR_unadj: 1.125 [0.805 1.571] | indivs AUC:0.529 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.114 Newborn Diagnosis:9ccs217:Ot cong anom:0.107 Diagnosis:9ccs219:Low birth wt:-0.074 Newborn Diagnosis:9ccs219:Low birth wt:-0.072 Diagnosis:9ccs138:Esophgeal dx:-0.071 Diagnosis:9ccs159:UTI:0.058 Diagnosis:9ccs223:Birth trauma:0.057 Newborn Diagnosis:9ccs215:gu cong anom:0.057 Diagnosis:9ccs92:Otitis media:0.054 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.053 Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1654 | OR_unadj: 0.852 [0.530 1.371] | indivs AUC:0.494 Correlated most with: Newborn Diagnosis:9ccs10:Immuniz/scrn:1.000 Newborn Diagnosis:9ccs94:Other ear dx:0.397 Newborn Diagnosis:9ccs0:No DX:-0.357 Newborn Diagnosis:9ccs259:Unclassified:-0.241 Newborn Diagnosis:9ccs219:Low birth wt:-0.202 Newborn Diagnosis:9ccs221:Resp distres:-0.183 Diagnosis:9ccs219:Low birth wt:-0.122 Newborn Diagnosis:9ccs213:Cardiac anom:-0.113 Newborn Diagnosis:9ccs256:Exam/eval:-0.113 Newborn Diagnosis:9ccs222:Perint jaund:-0.112 Diagnosis:9ccs222:Perint jaund | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 225 | OR_unadj: 0.925 [0.656 1.303] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs222:Perint jaund:1.000 Diagnosis:9ccs151:Oth liver dx:0.181 Newborn Diagnosis:9ccs222:Perint jaund:0.108 Lab:294203 BILIRUBIN TOTAL - LMC:-0.101 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.077 Diagnosis:9ccs224:Ot perint dx:0.073 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.068 Diagnosis:9ccs55:Fluid/elc dx:0.066 Diagnosis:9ccs91:Other eye dx:0.066 Diagnosis:9ccs200:Oth skin dx:0.063 Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 1.032 [0.714 1.490] | indivs AUC:0.518 Correlated most with: Diagnosis:9ccs59:Anemia:1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.135 Diagnosis:9ccs216:Nerv cong an:0.108 Number of Visits:0.088 Diagnosis:9ccs10:Immuniz/scrn:0.085 Diagnosis:9ccs255:Social admin:0.076 Diagnosis:9ccs137:Mouth dx:0.075 Diagnosis:9ccs4:Mycoses:0.074 Newborn Diagnosis:9ccs213:Cardiac anom:0.070 Diagnosis:9ccs257:Ot aftercare:0.066 Vital: Ht Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 388 | OR_unadj: 1.032 [0.709 1.504] | indivs AUC:0.540 Correlated most with: Diagnosis:9ccs64:Ot hematl dx:-0.078 Diagnosis:9ccs133:Oth low resp:0.076 Diagnosis:9ccs250:Nausea/vomit:0.074 Diagnosis:9ccs62:Coag/hemr dx:-0.074 Number of Visits:0.071 Diagnosis:9ccs224:Ot perint dx:0.069 Diagnosis:9ccs151:Oth liver dx:0.056 Diagnosis:9ccs7:Viral infect:0.054 Diagnosis:9ccs197:Skin infectn:-0.051 Newborn Diagnosis:9ccs0:No DX:0.048 Vital: Ht Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 309 | OR_unadj: 1.145 [0.783 1.674] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.080 Diagnosis:9ccs223:Birth trauma:0.079 Diagnosis:9ccs251:Abdomnl pain:-0.077 Newborn Diagnosis:9ccs219:Low birth wt:-0.061 Diagnosis:9ccs250:Nausea/vomit:-0.057 Diagnosis:9ccs140:Gastritis:-0.057 Newborn Diagnosis:9ccs224:Ot perint dx:0.055 Diagnosis:9ccs197:Skin infectn:0.055 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.052 Newborn Diagnosis:9ccs217:Ot cong anom:0.051 Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 244 | OR_unadj: 1.121 [0.815 1.542] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs133:Oth low resp:1.000 Number of Visits:0.321 Diagnosis:9ccs256:Exam/eval:0.184 Diagnosis:9ccs155:Other GI dx:0.172 Diagnosis:9ccs128:Asthma:0.170 Diagnosis:9ccs154:Gastroent:0.166 Diagnosis:9ccs253:Allergy:0.164 Diagnosis:9ccs126:Ot up rsp in:0.155 Diagnosis:9ccs127:COPD:0.155 Diagnosis:9ccs7:Viral infect:0.149 Diagnosis:9ccs198:Ot infl skin | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 237 | OR_unadj: 1.022 [0.735 1.419] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs198:Ot infl skin:1.000 Diagnosis:9ccs253:Allergy:0.187 Diagnosis:9ccs200:Oth skin dx:0.160 Number of Visits:0.121 Diagnosis:9ccs10:Immuniz/scrn:0.106 Diagnosis:9ccs7:Viral infect:0.101 Diagnosis:9ccs126:Ot up rsp in:0.097 Diagnosis:9ccs255:Social admin:0.089 Diagnosis:9ccs92:Otitis media:0.082 Diagnosis:9ccs91:Other eye dx:0.081 Vital: Wt Change-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 316 | OR_unadj: 0.819 [0.534 1.257] | indivs AUC:0.475 Correlated most with: Diagnosis:9ccs154:Gastroent:-0.076 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.075 Diagnosis:9ccs133:Oth low resp:-0.070 Diagnosis:9ccs258:Other screen:0.065 Diagnosis:9ccs74:Ot mentl cnd:0.064 Diagnosis:9ccs64:Ot hematl dx:0.062 Lab:323700 CULTURE THROAT W SENS - Sunrise:0.061 Diagnosis:9ccs89:Blindness:-0.059 Diagnosis:9ccs211:Ot conn tiss:-0.059 Diagnosis:9ccs197:Skin infectn:-0.053 Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 156 | OR_unadj: 0.984 [0.661 1.465] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs91:Other eye dx:1.000 Diagnosis:9ccs89:Blindness:0.242 Diagnosis:9ccs90:Eye infectn:0.173 Number of Visits:0.142 Diagnosis:9ccs7:Viral infect:0.121 Diagnosis:9ccs217:Ot cong anom:0.110 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.100 Diagnosis:9ccs96:Hrt valve dx:0.097 Diagnosis:9ccs134:Ot uppr resp:0.096 Diagnosis:9ccs258:Other screen:0.093 Diagnosis:10ccs58:Ot nutrit dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 1.780 [0.664 4.775] | indivs AUC:0.502 Correlated most with: Diagnosis:10ccs58:Ot nutrit dx:1.000 Diagnosis:9ccs2603:E Codes: Fall:0.703 Diagnosis:9ccs64:Ot hematl dx:0.123 Diagnosis:9ccs8:Oth infectns:0.093 Diagnosis:9ccs209:Ot acq defor:0.088 Number of Visits:0.085 Newborn Diagnosis:9ccs253:Allergy:0.083 Diagnosis:9ccs91:Other eye dx:0.068 Diagnosis:9ccs58:Ot nutrit dx:0.065 Diagnosis:9ccs258:Other screen:0.064 Diagnosis:9ccs197:Skin infectn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 189 | OR_unadj: 1.047 [0.730 1.501] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs197:Skin infectn:1.000 Number of Visits:0.162 Diagnosis:9ccs239:Superfic inj:0.115 Diagnosis:9ccs10:Immuniz/scrn:0.108 Diagnosis:9ccs253:Allergy:0.105 Diagnosis:9ccs137:Mouth dx:0.104 Diagnosis:9ccs138:Esophgeal dx:0.103 Diagnosis:9ccs200:Oth skin dx:0.103 Diagnosis:9ccs92:Otitis media:0.099 Diagnosis:9ccs7:Viral infect:0.089 Newborn Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 100 | OR_unadj: 1.124 [0.700 1.805] | indivs AUC:0.486 Correlated most with: Newborn Diagnosis:9ccs256:Exam/eval:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.332 Newborn Diagnosis:9ccs222:Perint jaund:0.269 Newborn Diagnosis:9ccs253:Allergy:0.218 Diagnosis:9ccs219:Low birth wt:0.214 Newborn Diagnosis:9ccs221:Resp distres:0.179 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.113 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.105 Newborn Diagnosis:9ccs95:Oth nerv dx:0.093 Newborn Diagnosis:9ccs224:Ot perint dx:0.084 Diagnosis:9ccs4:Mycoses | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 1.068 [0.742 1.539] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs4:Mycoses:1.000 Number of Visits:0.185 Diagnosis:9ccs92:Otitis media:0.150 Diagnosis:9ccs200:Oth skin dx:0.133 Diagnosis:9ccs253:Allergy:0.131 Diagnosis:9ccs126:Ot up rsp in:0.128 Diagnosis:9ccs7:Viral infect:0.095 Diagnosis:9ccs155:Other GI dx:0.087 Diagnosis:9ccs76:Meningitis:0.082 Diagnosis:9ccs257:Ot aftercare:0.081 * Diagnosis:9ccs122:Pneumonia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 170 | OR_unadj: 1.447 [1.015 2.063] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs122:Pneumonia:1.000 Diagnosis:9ccs128:Asthma:0.304 Number of Visits:0.287 Diagnosis:9ccs125:Bronchitis:0.187 Diagnosis:9ccs257:Ot aftercare:0.182 Diagnosis:9ccs92:Otitis media:0.169 Diagnosis:9ccs126:Ot up rsp in:0.153 Diagnosis:9ccs90:Eye infectn:0.129 Diagnosis:9ccs135:Intest infct:0.128 Diagnosis:9ccs127:COPD:0.127 Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 1.408 [0.874 2.268] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs0:No DX:1.000 Diagnosis:9ccs10:Immuniz/scrn:0.110 Diagnosis:9ccs212:Ot bone dx:0.085 Diagnosis:9ccs209:Ot acq defor:0.065 Diagnosis:9ccs135:Intest infct:0.053 Diagnosis:9ccs250:Nausea/vomit:0.053 Diagnosis:9ccs255:Social admin:0.052 Diagnosis:9ccs58:Ot nutrit dx:0.052 Diagnosis:9ccs242:Poisn ot med:0.051 Diagnosis:9ccs89:Blindness:0.051 Newborn Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 1.154 [0.611 2.181] | indivs AUC:0.476 Correlated most with: Newborn Diagnosis:9ccs217:Ot cong anom:1.000 Newborn Diagnosis:9ccs191:Amnios dx:0.240 Newborn Diagnosis:9ccs215:gu cong anom:0.150 Diagnosis:9ccs217:Ot cong anom:0.147 Diagnosis:9ccs163:Other GU dx:0.147 Diagnosis:9ccs161:Ot dx kidney:0.105 Newborn Diagnosis:9ccs253:Allergy:0.094 Diagnosis:9ccs213:Cardiac anom:0.082 Newborn Diagnosis:9ccs222:Perint jaund:0.081 Diagnosis:9ccs137:Mouth dx:0.081 * Vital: RR-avg5to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 191 | OR_unadj: 1.899 [1.195 3.018] | indivs AUC:0.522 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.232 Diagnosis:9ccs211:Ot conn tiss:0.104 Diagnosis:9ccs89:Blindness:0.077 Diagnosis:9ccs217:Ot cong anom:-0.068 Diagnosis:9ccs47:Ot bnign neo:-0.062 Diagnosis:9ccs125:Bronchitis:0.054 Diagnosis:10ccs58:Ot nutrit dx:-0.053 Diagnosis:9ccs134:Ot uppr resp:-0.052 Diagnosis:9ccs243:Poisn nonmed:-0.051 Diagnosis:9ccs7:Viral infect:0.051 Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 107 | OR_unadj: 0.882 [0.382 2.035] | indivs AUC:0.513 Correlated most with: Lab:294203 BILIRUBIN TOTAL - LMC:1.000 Lab:295669 BILIRUBIN DIRECT - LMC:0.374 Diagnosis:9ccs151:Oth liver dx:-0.123 Diagnosis:9ccs222:Perint jaund:-0.101 Diagnosis:9ccs205:Back problem:0.095 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.082 Newborn Diagnosis:9ccs215:gu cong anom:0.062 Diagnosis:9ccs10:Immuniz/scrn:-0.062 Diagnosis:9ccs55:Fluid/elc dx:-0.057 Diagnosis:9ccs161:Ot dx kidney:0.055 Vital: RR-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 185 | OR_unadj: 1.354 [0.827 2.219] | indivs AUC:0.484 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:0.127 Diagnosis:9ccs163:Other GU dx:0.113 Diagnosis:9ccs59:Anemia:0.075 Diagnosis:9ccs224:Ot perint dx:0.073 Diagnosis:9ccs217:Ot cong anom:0.071 Diagnosis:9ccs151:Oth liver dx:0.066 Diagnosis:9ccs94:Other ear dx:0.056 Diagnosis:9ccs244:Other injury:-0.055 Diagnosis:9ccs10:Immuniz/scrn:0.054 Diagnosis:9ccs219:Low birth wt:0.052 Newborn Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1653 | OR_unadj: 0.865 [0.538 1.390] | indivs AUC:0.506 Correlated most with: Newborn Diagnosis:9ccs94:Other ear dx:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.397 Newborn Diagnosis:9ccs0:No DX:-0.355 Newborn Diagnosis:9ccs221:Resp distres:-0.124 Newborn Diagnosis:9ccs218:Liveborn:0.110 Diagnosis:9ccs213:Cardiac anom:-0.097 Newborn Diagnosis:9ccs222:Perint jaund:-0.079 Newborn Diagnosis:9ccs219:Low birth wt:-0.075 Diagnosis:9ccs244:Other injury:-0.048 Diagnosis:9ccs256:Exam/eval:-0.047 Diagnosis:9ccs113:Late eff CVD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 169 | OR_unadj: 1.068 [0.732 1.557] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs113:Late eff CVD:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.219 Diagnosis:9ccs94:Other ear dx:0.198 Diagnosis:9ccs75:Hx mental dx:0.127 Number of Visits:0.112 Diagnosis:9ccs126:Ot up rsp in:0.091 Diagnosis:9ccs257:Ot aftercare:0.087 Diagnosis:9ccs125:Bronchitis:0.076 Diagnosis:9ccs95:Oth nerv dx:0.075 Diagnosis:9ccs92:Otitis media:0.074 Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 128 | OR_unadj: 1.484 [0.995 2.214] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs136:Teeth dx:1.000 Number of Visits:0.153 Diagnosis:9ccs7:Viral infect:0.113 Diagnosis:9ccs10:Immuniz/scrn:0.105 Newborn Diagnosis:9ccs218:Liveborn:-0.094 Diagnosis:9ccs155:Other GI dx:0.094 Diagnosis:9ccs137:Mouth dx:0.085 Diagnosis:9ccs2603:E Codes: Fall:0.083 Diagnosis:9ccs200:Oth skin dx:0.082 Diagnosis:9ccs258:Other screen:0.081 Newborn Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 0.555 [0.163 1.885] | indivs AUC:0.499 Correlated most with: Newborn Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.329 Diagnosis:9ccs96:Hrt valve dx:0.250 Newborn Diagnosis:9ccs213:Cardiac anom:0.156 Newborn Diagnosis:9ccs224:Ot perint dx:0.091 Diagnosis:9ccs211:Ot conn tiss:0.084 Diagnosis:9ccs2:Septicemia:0.074 Newborn Diagnosis:9ccs95:Oth nerv dx:0.068 Number of Visits:0.068 Diagnosis:9ccs89:Blindness:0.066 Vital: Wt Change-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 225 | OR_unadj: 0.845 [0.517 1.380] | indivs AUC:0.490 Correlated most with: Diagnosis:9ccs222:Perint jaund:-0.119 Diagnosis:9ccs151:Oth liver dx:-0.081 Diagnosis:9ccs224:Ot perint dx:-0.078 Diagnosis:9ccs244:Other injury:0.068 Diagnosis:9ccs127:COPD:0.061 Diagnosis:9ccs128:Asthma:0.058 Diagnosis:9ccs92:Otitis media:0.056 Diagnosis:9ccs217:Ot cong anom:-0.053 Diagnosis:9ccs153:GI hemorrhag:-0.052 Diagnosis:9ccs138:Esophgeal dx:-0.050 Vital: RR-avg13to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 199 | OR_unadj: 1.538 [0.931 2.540] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:0.075 Diagnosis:9ccs242:Poisn ot med:0.075 Diagnosis:9ccs55:Fluid/elc dx:0.067 Newborn Diagnosis:9ccs223:Birth trauma:0.059 Diagnosis:9ccs161:Ot dx kidney:0.049 Diagnosis:9ccs95:Oth nerv dx:-0.048 Diagnosis:9ccs127:COPD:-0.046 Diagnosis:9ccs198:Ot infl skin:-0.044 Newborn Diagnosis:9ccs191:Amnios dx:0.044 Diagnosis:9ccs135:Intest infct:0.044 Diagnosis:9ccs165:Inf male gen | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 1.473 [0.782 2.774] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs165:Inf male gen:1.000 Diagnosis:9ccs2603:E Codes: Fall:0.124 Diagnosis:9ccs244:Other injury:0.118 Lab:294147 FREE T4 - LMC:-0.110 Number of Visits:0.105 Diagnosis:9ccs166:Oth male gen:0.102 Diagnosis:9ccs135:Intest infct:0.096 Diagnosis:9ccs147:Anal/rectal:0.094 Diagnosis:9ccs159:UTI:0.094 Lab:294205 TSH REFLEX TO FT4 - LMC:0.089 Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 107 | OR_unadj: 1.091 [0.565 2.105] | indivs AUC:0.498 Correlated most with: Lab:295669 BILIRUBIN DIRECT - LMC:1.000 Lab:294203 BILIRUBIN TOTAL - LMC:0.374 Diagnosis:9ccs62:Coag/hemr dx:-0.113 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.078 Diagnosis:9ccs48:Thyroid dsor:0.063 Diagnosis:9ccs141:Ot dx stomch:0.061 Diagnosis:9ccs55:Fluid/elc dx:-0.057 Diagnosis:9ccs216:Nerv cong an:-0.049 Diagnosis:9ccs258:Other screen:0.048 Diagnosis:9ccs89:Blindness:0.048 Vital: RR-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 127 | OR_unadj: 1.370 [0.818 2.296] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs151:Oth liver dx:0.082 Diagnosis:9ccs75:Hx mental dx:-0.079 Diagnosis:9ccs217:Ot cong anom:-0.077 Diagnosis:9ccs222:Perint jaund:0.068 Diagnosis:9ccs212:Ot bone dx:-0.068 Newborn Diagnosis:9ccs224:Ot perint dx:-0.065 Diagnosis:9ccs7:Viral infect:0.062 Diagnosis:9ccs257:Ot aftercare:0.053 Diagnosis:9ccs74:Ot mentl cnd:-0.052 Diagnosis:9ccs48:Thyroid dsor:-0.052 Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 141 | OR_unadj: 0.785 [0.505 1.221] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs256:Exam/eval:1.000 Diagnosis:9ccs133:Oth low resp:0.184 Number of Visits:0.148 Diagnosis:9ccs155:Other GI dx:0.140 Diagnosis:9ccs200:Oth skin dx:0.140 Diagnosis:9ccs154:Gastroent:0.138 Diagnosis:9ccs239:Superfic inj:0.127 Diagnosis:9ccs253:Allergy:0.118 Diagnosis:9ccs258:Other screen:0.102 Diagnosis:9ccs127:COPD:0.088 Diagnosis:9ccs250:Nausea/vomit | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 1.171 [0.713 1.922] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs250:Nausea/vomit:1.000 Diagnosis:9ccs138:Esophgeal dx:0.202 Number of Visits:0.181 Diagnosis:9ccs141:Ot dx stomch:0.179 Diagnosis:9ccs133:Oth low resp:0.140 Diagnosis:9ccs155:Other GI dx:0.125 Diagnosis:9ccs257:Ot aftercare:0.111 Diagnosis:9ccs258:Other screen:0.111 Diagnosis:9ccs165:Inf male gen:0.089 Diagnosis:9ccs126:Ot up rsp in:0.086 Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 1.420 [0.825 2.447] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs159:UTI:1.000 Diagnosis:9ccs161:Ot dx kidney:0.225 Number of Visits:0.172 Diagnosis:9ccs163:Other GU dx:0.164 Diagnosis:9ccs2:Septicemia:0.129 Diagnosis:9ccs257:Ot aftercare:0.120 Diagnosis:9ccs122:Pneumonia:0.095 Diagnosis:9ccs165:Inf male gen:0.094 Diagnosis:9ccs92:Otitis media:0.088 Diagnosis:9ccs166:Oth male gen:0.086 Diagnosis:9ccs134:Ot uppr resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 167 | OR_unadj: 0.755 [0.500 1.141] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:1.000 Number of Visits:0.196 Diagnosis:9ccs124:Tonsillitis:0.127 Diagnosis:9ccs253:Allergy:0.125 Diagnosis:9ccs126:Ot up rsp in:0.124 Diagnosis:9ccs90:Eye infectn:0.115 Diagnosis:9ccs211:Ot conn tiss:0.111 Diagnosis:9ccs133:Oth low resp:0.100 Diagnosis:9ccs127:COPD:0.099 Diagnosis:9ccs91:Other eye dx:0.096 Diagnosis:9ccs151:Oth liver dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 169 | OR_unadj: 0.743 [0.492 1.122] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs151:Oth liver dx:1.000 Diagnosis:9ccs222:Perint jaund:0.181 Lab:294203 BILIRUBIN TOTAL - LMC:-0.123 Diagnosis:9ccs10:Immuniz/scrn:0.101 Diagnosis:9ccs258:Other screen:0.100 Diagnosis:9ccs243:Poisn nonmed:0.096 Diagnosis:9ccs154:Gastroent:0.092 Diagnosis:9ccs138:Esophgeal dx:0.089 Number of Visits:0.084 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.083 Diagnosis:9ccs166:Oth male gen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 92 | OR_unadj: 1.049 [0.636 1.730] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs166:Oth male gen:1.000 Diagnosis:9ccs165:Inf male gen:0.102 Diagnosis:9ccs62:Coag/hemr dx:0.098 Diagnosis:9ccs257:Ot aftercare:0.087 Diagnosis:9ccs159:UTI:0.086 Diagnosis:9ccs138:Esophgeal dx:0.086 Diagnosis:9ccs133:Oth low resp:0.083 Number of Visits:0.076 Diagnosis:9ccs200:Oth skin dx:0.075 Diagnosis:9ccs143:Abdom hernia:0.072 * Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 56 | OR_unadj: 1.858 [1.056 3.270] | indivs AUC:0.487 Correlated most with: Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs96:Hrt valve dx:0.473 Newborn Diagnosis:9ccs213:Cardiac anom:0.441 Newborn Diagnosis:9ccs96:Hrt valve dx:0.329 Diagnosis:9ccs117:Ot circul dx:0.225 Diagnosis:9ccs89:Blindness:0.129 Number of Visits:0.123 Diagnosis:9ccs161:Ot dx kidney:0.101 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.098 Diagnosis:9ccs140:Gastritis:0.098 Vital: RR-avg16to19 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 156 | OR_unadj: 1.148 [0.576 2.288] | indivs AUC:0.490 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.093 Diagnosis:9ccs223:Birth trauma:0.073 Diagnosis:9ccs10:Immuniz/scrn:0.073 Diagnosis:9ccs117:Ot circul dx:0.059 Diagnosis:9ccs165:Inf male gen:-0.058 Diagnosis:9ccs138:Esophgeal dx:-0.056 Diagnosis:9ccs135:Intest infct:-0.055 Diagnosis:9ccs212:Ot bone dx:0.054 Diagnosis:9ccs234:Crush injury:0.050 Newborn Diagnosis:9ccs213:Cardiac anom:-0.045 Diagnosis:9ccs244:Other injury | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 1.251 [0.658 2.378] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs244:Other injury:1.000 Number of Visits:0.143 Diagnosis:9ccs165:Inf male gen:0.118 Diagnosis:9ccs257:Ot aftercare:0.115 Diagnosis:9ccs126:Ot up rsp in:0.103 Diagnosis:9ccs96:Hrt valve dx:0.101 Diagnosis:9ccs122:Pneumonia:0.094 Diagnosis:9ccs125:Bronchitis:0.087 Diagnosis:9ccs213:Cardiac anom:0.086 Diagnosis:9ccs135:Intest infct:0.082 Newborn Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.127 [0.478 2.660] | indivs AUC:0.505 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:1.000 Diagnosis:9ccs223:Birth trauma:0.273 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.074 Diagnosis:9ccs198:Ot infl skin:0.066 Diagnosis:9ccs83:Epilepsy/cnv:0.066 Diagnosis:9ccs234:Crush injury:0.056 Diagnosis:9ccs123:Influenza:0.053 MatDeliveryAge:-0.052 Diagnosis:9ccs128:Asthma:0.051 Diagnosis:9ccs242:Poisn ot med:0.050 Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.386 [0.968 5.880] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs117:Ot circul dx:1.000 Diagnosis:9ccs96:Hrt valve dx:0.228 Diagnosis:9ccs213:Cardiac anom:0.225 Newborn Diagnosis:9ccs253:Allergy:0.164 Newborn Diagnosis:9ccs213:Cardiac anom:0.107 Newborn Diagnosis:9ccs191:Amnios dx:0.095 Diagnosis:9ccs47:Ot bnign neo:0.093 Diagnosis:9ccs8:Oth infectns:0.087 Number of Visits:0.075 Newborn Diagnosis:9ccs256:Exam/eval:0.066 Diagnosis:9ccs239:Superfic inj | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 165 | OR_unadj: 0.910 [0.613 1.351] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs239:Superfic inj:1.000 Number of Visits:0.206 Diagnosis:9ccs258:Other screen:0.184 Diagnosis:9ccs200:Oth skin dx:0.169 Diagnosis:9ccs7:Viral infect:0.129 Diagnosis:9ccs155:Other GI dx:0.129 Diagnosis:9ccs256:Exam/eval:0.127 Diagnosis:9ccs133:Oth low resp:0.124 Diagnosis:9ccs126:Ot up rsp in:0.118 Diagnosis:9ccs197:Skin infectn:0.115 Diagnosis:9ccs124:Tonsillitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.396 [0.775 2.517] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs124:Tonsillitis:1.000 Diagnosis:9ccs134:Ot uppr resp:0.127 Diagnosis:9ccs126:Ot up rsp in:0.095 Number of Visits:0.090 Diagnosis:9ccs76:Meningitis:0.084 Diagnosis:9ccs92:Otitis media:0.080 Diagnosis:9ccs127:COPD:0.066 Diagnosis:9ccs215:gu cong anom:0.063 Diagnosis:9ccs113:Late eff CVD:0.049 Diagnosis:9ccs122:Pneumonia:0.049 Diagnosis:9ccs127:COPD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 118 | OR_unadj: 0.999 [0.637 1.568] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs127:COPD:1.000 Number of Visits:0.269 Diagnosis:9ccs128:Asthma:0.160 Diagnosis:9ccs133:Oth low resp:0.155 Diagnosis:9ccs122:Pneumonia:0.127 Diagnosis:9ccs126:Ot up rsp in:0.125 Diagnosis:9ccs125:Bronchitis:0.120 Diagnosis:9ccs258:Other screen:0.103 Diagnosis:9ccs134:Ot uppr resp:0.099 Diagnosis:9ccs7:Viral infect:0.093 Newborn Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 105 | OR_unadj: 0.620 [0.360 1.069] | indivs AUC:0.470 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:1.000 Diagnosis:9ccs219:Low birth wt:0.467 Newborn Diagnosis:9ccs256:Exam/eval:0.332 Newborn Diagnosis:9ccs222:Perint jaund:0.329 Newborn Diagnosis:9ccs221:Resp distres:0.314 Newborn Diagnosis:9ccs253:Allergy:0.213 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.202 Diagnosis:9ccs143:Abdom hernia:0.136 Diagnosis:9ccs95:Oth nerv dx:0.105 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.095 Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 137 | OR_unadj: 0.657 [0.410 1.052] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs217:Ot cong anom:1.000 Diagnosis:9ccs89:Blindness:0.212 Newborn Diagnosis:9ccs217:Ot cong anom:0.147 Number of Visits:0.123 Diagnosis:9ccs91:Other eye dx:0.110 Diagnosis:9ccs95:Oth nerv dx:0.107 Diagnosis:9ccs10:Immuniz/scrn:0.089 Diagnosis:9ccs257:Ot aftercare:0.089 Diagnosis:9ccs133:Oth low resp:0.085 Lab:292495 LEAD LEVEL - Sunrise:0.085 Diagnosis:9ccs8:Oth infectns | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.106 [0.403 3.040] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs8:Oth infectns:1.000 Diagnosis:9ccs2603:E Codes: Fall:0.132 Diagnosis:10ccs58:Ot nutrit dx:0.093 Diagnosis:9ccs117:Ot circul dx:0.087 Newborn Diagnosis:9ccs222:Perint jaund:0.082 Diagnosis:9ccs62:Coag/hemr dx:0.070 Diagnosis:9ccs197:Skin infectn:0.063 Diagnosis:9ccs7:Viral infect:0.057 Diagnosis:9ccs258:Other screen:0.057 Diagnosis:9ccs92:Otitis media:0.055 Diagnosis:9ccs137:Mouth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 0.765 [0.440 1.331] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs137:Mouth dx:1.000 Diagnosis:9ccs258:Other screen:0.165 Number of Visits:0.153 Diagnosis:9ccs200:Oth skin dx:0.105 Diagnosis:9ccs197:Skin infectn:0.104 Diagnosis:9ccs239:Superfic inj:0.094 Diagnosis:9ccs7:Viral infect:0.091 Diagnosis:9ccs147:Anal/rectal:0.087 Diagnosis:9ccs136:Teeth dx:0.085 Diagnosis:9ccs257:Ot aftercare:0.085 Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 41 | OR_unadj: 1.144 [0.556 2.356] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs161:Ot dx kidney:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.472 Diagnosis:9ccs159:UTI:0.225 Number of Visits:0.130 Diagnosis:9ccs163:Other GU dx:0.124 Diagnosis:9ccs83:Epilepsy/cnv:0.118 Newborn Diagnosis:9ccs217:Ot cong anom:0.105 Diagnosis:9ccs213:Cardiac anom:0.101 Diagnosis:9ccs55:Fluid/elc dx:0.075 Diagnosis:9ccs205:Back problem:0.075 Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 39 | OR_unadj: 1.225 [0.592 2.537] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs47:Ot bnign neo:1.000 Diagnosis:9ccs62:Coag/hemr dx:0.105 Diagnosis:9ccs117:Ot circul dx:0.093 Diagnosis:9ccs217:Ot cong anom:0.071 Diagnosis:9ccs166:Oth male gen:0.069 Diagnosis:9ccs212:Ot bone dx:0.064 Diagnosis:9ccs138:Esophgeal dx:0.061 Diagnosis:9ccs259:Unclassified:0.053 Diagnosis:9ccs83:Epilepsy/cnv:0.052 Diagnosis:9ccs4:Mycoses:0.050 Newborn Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 0.997 [0.506 1.966] | indivs AUC:0.506 Correlated most with: Newborn Diagnosis:9ccs215:gu cong anom:1.000 Diagnosis:9ccs161:Ot dx kidney:0.472 Diagnosis:9ccs215:gu cong anom:0.185 Newborn Diagnosis:9ccs217:Ot cong anom:0.150 Diagnosis:9ccs163:Other GU dx:0.110 Diagnosis:9ccs83:Epilepsy/cnv:0.104 Diagnosis:9ccs213:Cardiac anom:0.086 Newborn Diagnosis:9ccs218:Liveborn:-0.076 Diagnosis:9ccs143:Abdom hernia:0.072 Diagnosis:9ccs64:Ot hematl dx:0.065 Lab:297275 STREP RAPID TEST (POCT) | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Lab:297275 STREP RAPID TEST (POCT):1.000 Diagnosis:9ccs3:Oth bact inf:0.138 Diagnosis:9ccs76:Meningitis:0.106 Diagnosis:9ccs153:GI hemorrhag:-0.053 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.048 Diagnosis:9ccs163:Other GU dx:-0.047 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.044 Diagnosis:9ccs253:Allergy:-0.044 Diagnosis:9ccs215:gu cong anom:0.042 Diagnosis:9ccs122:Pneumonia:-0.039 Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.386 [0.968 5.880] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs211:Ot conn tiss:1.000 Diagnosis:9ccs95:Oth nerv dx:0.147 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.124 Diagnosis:9ccs134:Ot uppr resp:0.111 Newborn Diagnosis:9ccs191:Amnios dx:0.095 Newborn Diagnosis:9ccs96:Hrt valve dx:0.084 Diagnosis:9ccs62:Coag/hemr dx:0.072 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.068 Number of Visits:0.062 Diagnosis:9ccs216:Nerv cong an:0.056 Newborn Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.641 [0.141 2.905] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.314 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.183 Newborn Diagnosis:9ccs256:Exam/eval:0.179 Newborn Diagnosis:9ccs218:Liveborn:-0.157 Newborn Diagnosis:9ccs222:Perint jaund:0.144 Newborn Diagnosis:9ccs94:Other ear dx:-0.124 Newborn Diagnosis:9ccs259:Unclassified:0.083 Diagnosis:9ccs95:Oth nerv dx:0.067 Newborn Diagnosis:9ccs213:Cardiac anom:0.064 Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 1.297 [0.777 2.164] | indivs AUC:0.517 Correlated most with: Diagnosis:9ccs224:Ot perint dx:1.000 Number of Visits:0.116 Newborn Diagnosis:9ccs222:Perint jaund:0.087 Diagnosis:9ccs155:Other GI dx:0.081 Diagnosis:9ccs253:Allergy:0.079 Diagnosis:9ccs205:Back problem:0.077 Diagnosis:9ccs219:Low birth wt:0.077 Diagnosis:9ccs200:Oth skin dx:0.074 Diagnosis:9ccs222:Perint jaund:0.073 Diagnosis:9ccs239:Superfic inj:0.071 Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 1.019 [0.604 1.720] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs215:gu cong anom:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.185 Number of Visits:0.100 Diagnosis:9ccs163:Other GU dx:0.078 Diagnosis:9ccs239:Superfic inj:0.064 Diagnosis:9ccs124:Tonsillitis:0.063 Diagnosis:9ccs126:Ot up rsp in:0.063 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.061 Diagnosis:9ccs258:Other screen:0.059 Diagnosis:9ccs250:Nausea/vomit:0.057 Diagnosis:9ccs2603:E Codes: Fall | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 1.370 [0.655 2.866] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs2603:E Codes: Fall:1.000 Diagnosis:10ccs58:Ot nutrit dx:0.703 Diagnosis:9ccs8:Oth infectns:0.132 Diagnosis:9ccs64:Ot hematl dx:0.128 Diagnosis:9ccs165:Inf male gen:0.124 Number of Visits:0.100 Diagnosis:9ccs258:Other screen:0.091 Diagnosis:9ccs209:Ot acq defor:0.089 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.085 Diagnosis:9ccs136:Teeth dx:0.083 Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 68 | OR_unadj: 1.092 [0.616 1.935] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs143:Abdom hernia:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.136 Diagnosis:9ccs128:Asthma:0.103 Diagnosis:9ccs259:Unclassified:0.100 Number of Visits:0.095 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.093 Diagnosis:9ccs257:Ot aftercare:0.087 Diagnosis:9ccs133:Oth low resp:0.073 Newborn Diagnosis:9ccs215:gu cong anom:0.072 Diagnosis:9ccs166:Oth male gen:0.072 * Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 2.483 [1.053 5.853] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:1.000 Diagnosis:9ccs62:Coag/hemr dx:0.144 Diagnosis:9ccs161:Ot dx kidney:0.118 Diagnosis:9ccs216:Nerv cong an:0.115 Number of Visits:0.107 Newborn Diagnosis:9ccs215:gu cong anom:0.104 Newborn Diagnosis:9ccs213:Cardiac anom:0.101 Newborn Diagnosis:9ccs191:Amnios dx:0.090 Diagnosis:9ccs96:Hrt valve dx:0.089 Diagnosis:9ccs223:Birth trauma:0.082 * Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 78 | OR_unadj: 0.507 [0.259 0.995] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:1.000 Diagnosis:9ccs250:Nausea/vomit:0.202 Number of Visits:0.151 Diagnosis:9ccs133:Oth low resp:0.145 Diagnosis:9ccs155:Other GI dx:0.121 Diagnosis:9ccs197:Skin infectn:0.103 Diagnosis:9ccs239:Superfic inj:0.091 Diagnosis:9ccs151:Oth liver dx:0.089 Diagnosis:9ccs141:Ot dx stomch:0.088 Diagnosis:9ccs253:Allergy:0.088 Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.403 [0.159 1.026] | indivs AUC:0.487 Correlated most with: Diagnosis:9ccs95:Oth nerv dx:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.179 Diagnosis:9ccs216:Nerv cong an:0.156 Diagnosis:9ccs211:Ot conn tiss:0.147 Number of Visits:0.117 Diagnosis:9ccs217:Ot cong anom:0.107 Newborn Diagnosis:9ccs219:Low birth wt:0.105 Diagnosis:9ccs94:Other ear dx:0.101 Newborn Diagnosis:9ccs222:Perint jaund:0.091 Diagnosis:9ccs134:Ot uppr resp:0.088 Diagnosis:9ccs251:Abdomnl pain | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.520 [0.391 5.904] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:1.000 Diagnosis:9ccs141:Ot dx stomch:0.090 Diagnosis:9ccs205:Back problem:0.082 Diagnosis:9ccs55:Fluid/elc dx:0.082 Diagnosis:9ccs136:Teeth dx:0.066 Diagnosis:9ccs153:GI hemorrhag:0.061 Diagnosis:9ccs58:Ot nutrit dx:0.054 Diagnosis:9ccs123:Influenza:0.050 Diagnosis:9ccs154:Gastroent:0.043 Lab:297262 HEMOGLOBIN (HEMOCUE):0.042 Diagnosis:9ccs76:Meningitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.308 [0.546 3.136] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs76:Meningitis:1.000 Lab:297275 STREP RAPID TEST (POCT):0.106 Diagnosis:9ccs92:Otitis media:0.103 Diagnosis:9ccs124:Tonsillitis:0.084 Diagnosis:9ccs4:Mycoses:0.082 Number of Visits:0.075 Diagnosis:9ccs133:Oth low resp:0.073 Diagnosis:9ccs126:Ot up rsp in:0.063 Diagnosis:9ccs7:Viral infect:0.058 Diagnosis:9ccs257:Ot aftercare:0.051 Diagnosis:9ccs234:Crush injury | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: 0.611 [0.210 1.777] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs234:Crush injury:1.000 Diagnosis:9ccs127:COPD:0.077 Lab:323700 CULTURE THROAT W SENS - Sunrise:0.071 Diagnosis:9ccs134:Ot uppr resp:0.070 Newborn Diagnosis:9ccs95:Oth nerv dx:0.060 Newborn Diagnosis:9ccs223:Birth trauma:0.056 Diagnosis:9ccs137:Mouth dx:0.055 Diagnosis:9ccs216:Nerv cong an:0.046 Diagnosis:9ccs198:Ot infl skin:0.045 Diagnosis:9ccs140:Gastritis:0.043 Diagnosis:9ccs240:Burns | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.830 [0.278 2.482] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs240:Burns:1.000 Diagnosis:9ccs243:Poisn nonmed:0.124 Number of Visits:0.123 Diagnosis:9ccs258:Other screen:0.093 Diagnosis:9ccs246:FUO:0.092 Diagnosis:9ccs259:Unclassified:0.076 Diagnosis:9ccs239:Superfic inj:0.072 Diagnosis:9ccs89:Blindness:0.068 Diagnosis:9ccs7:Viral infect:0.068 Diagnosis:9ccs143:Abdom hernia:0.059 Vital: HC Percentile-gain13to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs128:Asthma:0.059 Diagnosis:9ccs10:Immuniz/scrn:0.055 Diagnosis:9ccs198:Ot infl skin:0.055 Newborn Diagnosis:9ccs259:Unclassified:-0.049 Diagnosis:9ccs7:Viral infect:0.046 Diagnosis:9ccs253:Allergy:0.046 Diagnosis:9ccs125:Bronchitis:0.042 Diagnosis:9ccs200:Oth skin dx:0.041 Diagnosis:9ccs92:Otitis media:0.034 Number of Visits:0.032 Vital: HC Percentile-latest | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 0.784 [0.264 2.329] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:0.090 Diagnosis:9ccs83:Epilepsy/cnv:-0.084 Newborn Diagnosis:9ccs253:Allergy:-0.053 Diagnosis:9ccs94:Other ear dx:-0.049 Diagnosis:9ccs138:Esophgeal dx:-0.048 Diagnosis:9ccs4:Mycoses:-0.045 Diagnosis:10ccs58:Ot nutrit dx:0.045 Diagnosis:9ccs234:Crush injury:0.045 Diagnosis:9ccs113:Late eff CVD:-0.043 Diagnosis:9ccs91:Other eye dx:-0.042 * Lab:297262 HEMOGLOBIN (HEMOCUE) | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 3.235 [1.305 8.018] | indivs AUC:0.518 Correlated most with: Lab:297262 HEMOGLOBIN (HEMOCUE):1.000 Diagnosis:9ccs219:Low birth wt:-0.264 Diagnosis:9ccs59:Anemia:-0.135 Newborn Diagnosis:9ccs256:Exam/eval:-0.105 Newborn Diagnosis:9ccs219:Low birth wt:-0.095 Diagnosis:9ccs153:GI hemorrhag:-0.095 Diagnosis:9ccs147:Anal/rectal:0.094 Diagnosis:9ccs58:Ot nutrit dx:-0.087 Diagnosis:9ccs224:Ot perint dx:-0.068 Diagnosis:9ccs2603:E Codes: Fall:0.063 Vital: HC Percentile-avg0to1 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.492 Correlated most with: Newborn Diagnosis:9ccs253:Allergy:-0.170 Diagnosis:9ccs117:Ot circul dx:-0.101 Diagnosis:9ccs213:Cardiac anom:-0.080 Newborn Diagnosis:9ccs213:Cardiac anom:0.080 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.075 Diagnosis:9ccs244:Other injury:-0.070 Diagnosis:9ccs143:Abdom hernia:-0.068 Diagnosis:9ccs96:Hrt valve dx:-0.066 Diagnosis:9ccs4:Mycoses:-0.062 Diagnosis:9ccs47:Ot bnign neo:-0.054 Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs216:Nerv cong an:1.000 Diagnosis:9ccs95:Oth nerv dx:0.156 Diagnosis:9ccs83:Epilepsy/cnv:0.115 Diagnosis:9ccs59:Anemia:0.108 Diagnosis:9ccs62:Coag/hemr dx:0.097 Diagnosis:9ccs74:Ot mentl cnd:0.078 Diagnosis:9ccs55:Fluid/elc dx:0.073 Diagnosis:9ccs205:Back problem:0.073 Diagnosis:9ccs48:Thyroid dsor:0.070 Newborn Diagnosis:9ccs213:Cardiac anom:0.067 Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:1.000 Diagnosis:9ccs83:Epilepsy/cnv:0.144 Lab:295669 BILIRUBIN DIRECT - LMC:-0.113 Diagnosis:9ccs47:Ot bnign neo:0.105 Diagnosis:9ccs166:Oth male gen:0.098 Diagnosis:9ccs216:Nerv cong an:0.097 Diagnosis:9ccs55:Fluid/elc dx:0.093 Diagnosis:9ccs197:Skin infectn:0.086 Newborn Diagnosis:9ccs213:Cardiac anom:0.086 Diagnosis:9ccs211:Ot conn tiss:0.072 Diagnosis:9ccs247:Lymph enlarg | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.627 [0.240 1.634] | indivs AUC:0.483 Correlated most with: Diagnosis:9ccs247:Lymph enlarg:1.000 Diagnosis:9ccs3:Oth bact inf:0.202 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.105 Diagnosis:9ccs163:Other GU dx:0.090 Diagnosis:9ccs197:Skin infectn:0.087 Number of Visits:0.084 Diagnosis:9ccs137:Mouth dx:0.083 Diagnosis:9ccs95:Oth nerv dx:0.080 Diagnosis:9ccs126:Ot up rsp in:0.074 Diagnosis:9ccs246:FUO:0.071 Newborn Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs0:No DX:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.357 Newborn Diagnosis:9ccs94:Other ear dx:-0.355 Newborn Diagnosis:9ccs218:Liveborn:-0.157 Newborn Diagnosis:9ccs224:Ot perint dx:-0.080 Diagnosis:9ccs48:Thyroid dsor:0.067 Diagnosis:9ccs198:Ot infl skin:0.044 Diagnosis:9ccs255:Social admin:-0.043 Diagnosis:9ccs89:Blindness:0.041 Diagnosis:9ccs123:Influenza:0.041 Diagnosis:9ccs141:Ot dx stomch | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:1.000 Diagnosis:9ccs250:Nausea/vomit:0.179 Diagnosis:9ccs251:Abdomnl pain:0.090 Diagnosis:9ccs138:Esophgeal dx:0.088 Diagnosis:9ccs257:Ot aftercare:0.074 Diagnosis:9ccs128:Asthma:0.062 Lab:295669 BILIRUBIN DIRECT - LMC:0.061 Diagnosis:9ccs143:Abdom hernia:0.059 Diagnosis:9ccs224:Ot perint dx:0.052 Diagnosis:9ccs253:Allergy:0.052 Vital: HC Percentile-gain10to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs234:Crush injury:-0.098 Diagnosis:9ccs48:Thyroid dsor:-0.074 Diagnosis:10ccs58:Ot nutrit dx:-0.064 Diagnosis:9ccs10:Immuniz/scrn:-0.058 Number of Visits:-0.058 Newborn Diagnosis:9ccs259:Unclassified:0.056 Diagnosis:9ccs217:Ot cong anom:-0.048 Diagnosis:9ccs2603:E Codes: Fall:-0.045 Diagnosis:9ccs7:Viral infect:-0.044 Diagnosis:9ccs58:Ot nutrit dx:-0.043 Vital: HC Percentile-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.329 [0.351 5.033] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs153:GI hemorrhag:0.077 Diagnosis:9ccs2603:E Codes: Fall:0.075 Diagnosis:9ccs222:Perint jaund:0.057 Diagnosis:9ccs256:Exam/eval:0.054 Lab:306617 OCCULT BLOOD TEST (FECAL):0.052 Diagnosis:9ccs128:Asthma:-0.052 Diagnosis:9ccs208:Acq foot def:-0.051 Lab:295669 BILIRUBIN DIRECT - LMC:0.045 Newborn Diagnosis:9ccs253:Allergy:-0.043 Diagnosis:9ccs7:Viral infect:0.041 * Diagnosis:9ccs209:Ot acq defor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 2.766 [1.203 6.358] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs209:Ot acq defor:1.000 Diagnosis:9ccs212:Ot bone dx:0.182 Diagnosis:9ccs2603:E Codes: Fall:0.089 Diagnosis:10ccs58:Ot nutrit dx:0.088 Diagnosis:9ccs62:Coag/hemr dx:0.067 Diagnosis:9ccs0:No DX:0.065 Diagnosis:9ccs253:Allergy:0.058 Diagnosis:9ccs143:Abdom hernia:0.055 Diagnosis:9ccs243:Poisn nonmed:0.054 Diagnosis:9ccs58:Ot nutrit dx:0.050 * Diagnosis:9ccs154:Gastroent | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.210 [0.050 0.880] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs154:Gastroent:1.000 Diagnosis:9ccs153:GI hemorrhag:0.209 Diagnosis:9ccs155:Other GI dx:0.191 Diagnosis:9ccs133:Oth low resp:0.166 Number of Visits:0.145 Diagnosis:9ccs256:Exam/eval:0.138 Diagnosis:9ccs253:Allergy:0.121 Diagnosis:9ccs127:COPD:0.092 Diagnosis:9ccs151:Oth liver dx:0.092 Diagnosis:9ccs58:Ot nutrit dx:0.081 Diagnosis:9ccs205:Back problem | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs205:Back problem:1.000 Lab:294203 BILIRUBIN TOTAL - LMC:0.095 Diagnosis:9ccs251:Abdomnl pain:0.082 Diagnosis:9ccs133:Oth low resp:0.080 Diagnosis:9ccs224:Ot perint dx:0.077 Diagnosis:9ccs161:Ot dx kidney:0.075 Diagnosis:9ccs216:Nerv cong an:0.073 Number of Visits:0.069 Diagnosis:9ccs48:Thyroid dsor:0.067 Newborn Diagnosis:9ccs213:Cardiac anom:0.064 Diagnosis:9ccs258:Other screen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.822 [0.358 1.886] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs258:Other screen:1.000 Diagnosis:9ccs239:Superfic inj:0.184 Diagnosis:9ccs137:Mouth dx:0.165 Number of Visits:0.156 Diagnosis:9ccs155:Other GI dx:0.145 Diagnosis:9ccs250:Nausea/vomit:0.111 Diagnosis:9ccs127:COPD:0.103 Diagnosis:9ccs256:Exam/eval:0.102 Diagnosis:9ccs151:Oth liver dx:0.100 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.099 Diagnosis:9ccs123:Influenza | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.354 [0.595 3.082] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs123:Influenza:1.000 Number of Visits:0.134 Diagnosis:9ccs122:Pneumonia:0.109 Diagnosis:9ccs128:Asthma:0.107 Diagnosis:9ccs246:FUO:0.077 Diagnosis:9ccs92:Otitis media:0.076 Diagnosis:9ccs126:Ot up rsp in:0.068 Diagnosis:9ccs133:Oth low resp:0.064 Diagnosis:9ccs135:Intest infct:0.063 MatDeliveryAge:0.062 Lab:292495 LEAD LEVEL - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:1.000 Diagnosis:9ccs243:Poisn nonmed:-0.102 Diagnosis:9ccs217:Ot cong anom:0.085 Diagnosis:9ccs113:Late eff CVD:0.051 Diagnosis:9ccs125:Bronchitis:0.041 Diagnosis:9ccs155:Other GI dx:0.040 Diagnosis:9ccs126:Ot up rsp in:-0.035 Diagnosis:9ccs253:Allergy:0.032 Newborn Diagnosis:9ccs222:Perint jaund:-0.030 Newborn Diagnosis:9ccs224:Ot perint dx:-0.028 Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 0.733 [0.278 1.935] | indivs AUC:0.487 Correlated most with: Diagnosis:9ccs89:Blindness:1.000 Diagnosis:9ccs91:Other eye dx:0.242 Diagnosis:9ccs217:Ot cong anom:0.212 Diagnosis:9ccs213:Cardiac anom:0.129 Diagnosis:9ccs223:Birth trauma:0.109 Newborn Diagnosis:9ccs218:Liveborn:-0.103 Number of Visits:0.102 Diagnosis:9ccs7:Viral infect:0.088 Diagnosis:9ccs257:Ot aftercare:0.081 Newborn Diagnosis:9ccs191:Amnios dx:0.077 Vital: HC Percentile-avg13to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs122:Pneumonia:0.064 Newborn Diagnosis:9ccs94:Other ear dx:0.057 Newborn Diagnosis:9ccs224:Ot perint dx:0.052 Diagnosis:9ccs127:COPD:-0.052 Diagnosis:9ccs91:Other eye dx:-0.045 Diagnosis:9ccs58:Ot nutrit dx:-0.045 Newborn Diagnosis:9ccs259:Unclassified:0.037 Diagnosis:9ccs96:Hrt valve dx:0.035 Diagnosis:9ccs92:Otitis media:-0.026 Diagnosis:9ccs7:Viral infect:0.020 Diagnosis:9ccs153:GI hemorrhag | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.175 [0.023 1.306] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs153:GI hemorrhag:1.000 Diagnosis:9ccs154:Gastroent:0.209 Diagnosis:9ccs140:Gastritis:0.113 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.095 Diagnosis:9ccs155:Other GI dx:0.088 Diagnosis:9ccs244:Other injury:0.076 Diagnosis:9ccs127:COPD:0.075 Number of Visits:0.074 Diagnosis:9ccs257:Ot aftercare:0.070 Diagnosis:9ccs219:Low birth wt:0.066 Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.421 [0.548 3.688] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs223:Birth trauma:1.000 Newborn Diagnosis:9ccs223:Birth trauma:0.273 Diagnosis:9ccs89:Blindness:0.109 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.087 Diagnosis:9ccs83:Epilepsy/cnv:0.082 Diagnosis:9ccs74:Ot mentl cnd:0.074 Diagnosis:9ccs135:Intest infct:0.063 Diagnosis:9ccs205:Back problem:0.052 Diagnosis:9ccs136:Teeth dx:0.050 Diagnosis:9ccs126:Ot up rsp in:-0.041 Newborn Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.778 [0.604 5.234] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs213:Cardiac anom:0.441 Diagnosis:9ccs96:Hrt valve dx:0.208 Newborn Diagnosis:9ccs96:Hrt valve dx:0.156 Diagnosis:9ccs55:Fluid/elc dx:0.136 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.113 Diagnosis:9ccs117:Ot circul dx:0.107 Diagnosis:9ccs83:Epilepsy/cnv:0.101 Newborn Diagnosis:9ccs253:Allergy:0.092 Newborn Diagnosis:9ccs95:Oth nerv dx:0.086 Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.388 [0.117 1.286] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs219:Low birth wt:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.467 Newborn Diagnosis:9ccs253:Allergy:0.271 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.264 Newborn Diagnosis:9ccs256:Exam/eval:0.214 Newborn Diagnosis:9ccs222:Perint jaund:0.213 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.122 Diagnosis:9ccs55:Fluid/elc dx:0.091 Number of Visits:0.079 Diagnosis:9ccs224:Ot perint dx:0.077 Diagnosis:9ccs64:Ot hematl dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs64:Ot hematl dx:1.000 Diagnosis:9ccs2603:E Codes: Fall:0.128 Diagnosis:10ccs58:Ot nutrit dx:0.123 Diagnosis:9ccs163:Other GU dx:0.073 Diagnosis:9ccs165:Inf male gen:0.067 Newborn Diagnosis:9ccs224:Ot perint dx:0.067 Diagnosis:9ccs244:Other injury:0.065 Newborn Diagnosis:9ccs215:gu cong anom:0.065 Newborn Diagnosis:9ccs256:Exam/eval:0.065 Newborn Diagnosis:9ccs217:Ot cong anom:0.062 Vital: Wt for Len Percentile-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.506 Correlated most with: Newborn Diagnosis:9ccs96:Hrt valve dx:-0.115 Diagnosis:9ccs141:Ot dx stomch:0.095 Diagnosis:9ccs3:Oth bact inf:0.095 Diagnosis:9ccs134:Ot uppr resp:-0.079 Diagnosis:9ccs223:Birth trauma:0.069 Diagnosis:9ccs89:Blindness:0.059 Newborn Diagnosis:9ccs223:Birth trauma:0.058 Diagnosis:9ccs96:Hrt valve dx:-0.045 Diagnosis:9ccs94:Other ear dx:-0.044 Lab:295669 BILIRUBIN DIRECT - LMC:0.044 Vital: Wt for Len Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:0.089 Diagnosis:9ccs141:Ot dx stomch:0.077 Diagnosis:9ccs3:Oth bact inf:0.077 Diagnosis:9ccs163:Other GU dx:0.074 Diagnosis:9ccs165:Inf male gen:-0.065 Diagnosis:9ccs223:Birth trauma:0.056 Newborn Diagnosis:9ccs96:Hrt valve dx:0.055 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.053 Diagnosis:9ccs76:Meningitis:0.051 Diagnosis:9ccs215:gu cong anom:-0.050 Diagnosis:9ccs140:Gastritis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 2.226 [0.724 6.844] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs140:Gastritis:1.000 Diagnosis:9ccs153:GI hemorrhag:0.113 Diagnosis:9ccs213:Cardiac anom:0.098 Newborn Diagnosis:9ccs95:Oth nerv dx:0.093 Diagnosis:9ccs55:Fluid/elc dx:0.070 Newborn Diagnosis:9ccs213:Cardiac anom:0.064 Diagnosis:10ccs58:Ot nutrit dx:0.057 Diagnosis:9ccs257:Ot aftercare:0.056 Diagnosis:9ccs159:UTI:0.052 Diagnosis:9ccs128:Asthma:0.052 Lab:306605 BILIRUBIN DIRECT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Lab:306605 BILIRUBIN DIRECT - Sunrise:1.000 Diagnosis:9ccs48:Thyroid dsor:0.258 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.142 Diagnosis:9ccs58:Ot nutrit dx:0.073 Diagnosis:9ccs239:Superfic inj:0.072 Diagnosis:9ccs126:Ot up rsp in:-0.048 Lab:306617 OCCULT BLOOD TEST (FECAL):0.046 Diagnosis:9ccs222:Perint jaund:-0.045 Diagnosis:9ccs151:Oth liver dx:0.038 Diagnosis:9ccs92:Otitis media:-0.035 Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.293 [0.038 2.259] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs55:Fluid/elc dx:1.000 Newborn Diagnosis:9ccs213:Cardiac anom:0.136 Diagnosis:9ccs62:Coag/hemr dx:0.093 Diagnosis:9ccs219:Low birth wt:0.091 Diagnosis:9ccs251:Abdomnl pain:0.082 Diagnosis:9ccs2603:E Codes: Fall:0.081 Diagnosis:9ccs161:Ot dx kidney:0.075 Diagnosis:9ccs216:Nerv cong an:0.073 Diagnosis:9ccs140:Gastritis:0.070 Diagnosis:9ccs222:Perint jaund:0.066 Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.964 [0.268 3.473] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:1.000 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.258 Lab:294147 FREE T4 - LMC:0.232 Newborn Diagnosis:9ccs253:Allergy:0.096 Diagnosis:9ccs259:Unclassified:0.079 Diagnosis:9ccs216:Nerv cong an:0.070 Newborn Diagnosis:9ccs0:No DX:0.067 Diagnosis:9ccs205:Back problem:0.067 Lab:295669 BILIRUBIN DIRECT - LMC:0.063 Diagnosis:9ccs155:Other GI dx:0.062 Vital: HC Percentile-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs0:No DX:-0.067 Diagnosis:9ccs94:Other ear dx:-0.063 Diagnosis:9ccs256:Exam/eval:-0.063 Diagnosis:9ccs136:Teeth dx:-0.056 Diagnosis:9ccs259:Unclassified:0.056 Diagnosis:9ccs2603:E Codes: Fall:-0.055 Diagnosis:9ccs134:Ot uppr resp:-0.050 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.049 Diagnosis:9ccs197:Skin infectn:-0.047 Number of Visits:-0.037 Lab:306617 OCCULT BLOOD TEST (FECAL) | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Lab:306617 OCCULT BLOOD TEST (FECAL):1.000 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.153 Diagnosis:9ccs247:Lymph enlarg:-0.105 Diagnosis:9ccs91:Other eye dx:-0.100 Diagnosis:9ccs258:Other screen:-0.099 Lab:294203 BILIRUBIN TOTAL - LMC:-0.082 Lab:295669 BILIRUBIN DIRECT - LMC:-0.078 Diagnosis:9ccs224:Ot perint dx:-0.069 Diagnosis:9ccs222:Perint jaund:-0.068 Diagnosis:9ccs154:Gastroent:0.061 Diagnosis:9ccs147:Anal/rectal | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.615 [0.558 4.678] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs147:Anal/rectal:1.000 Diagnosis:9ccs155:Other GI dx:0.132 Lab:297262 HEMOGLOBIN (HEMOCUE):0.094 Diagnosis:9ccs165:Inf male gen:0.094 Newborn Diagnosis:9ccs253:Allergy:0.089 Diagnosis:9ccs137:Mouth dx:0.087 Diagnosis:9ccs90:Eye infectn:0.082 Diagnosis:9ccs154:Gastroent:0.072 Number of Visits:0.072 Diagnosis:9ccs258:Other screen:0.069 Lab:294147 FREE T4 - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.506 Correlated most with: Lab:294147 FREE T4 - LMC:1.000 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.386 Diagnosis:9ccs48:Thyroid dsor:0.232 Diagnosis:9ccs165:Inf male gen:-0.110 Diagnosis:9ccs136:Teeth dx:-0.069 Diagnosis:9ccs143:Abdom hernia:0.062 Diagnosis:9ccs90:Eye infectn:-0.041 Diagnosis:9ccs125:Bronchitis:-0.040 Diagnosis:9ccs133:Oth low resp:0.035 Diagnosis:9ccs257:Ot aftercare:0.033 Lab:294205 TSH REFLEX TO FT4 - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.506 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:1.000 Lab:294147 FREE T4 - LMC:-0.386 Diagnosis:9ccs165:Inf male gen:0.089 Diagnosis:9ccs223:Birth trauma:-0.087 Newborn Diagnosis:9ccs223:Birth trauma:-0.074 Diagnosis:9ccs239:Superfic inj:0.065 Diagnosis:9ccs136:Teeth dx:0.056 Diagnosis:9ccs259:Unclassified:0.050 Newborn Diagnosis:9ccs215:gu cong anom:0.048 Diagnosis:9ccs217:Ot cong anom:0.041 Lab:321981 BILIRUBIN TOTAL - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:1.000 Lab:306617 OCCULT BLOOD TEST (FECAL):0.153 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.142 Diagnosis:9ccs2603:E Codes: Fall:-0.085 Diagnosis:9ccs151:Oth liver dx:-0.083 Diagnosis:9ccs222:Perint jaund:0.077 Diagnosis:9ccs197:Skin infectn:0.057 Lab:294203 BILIRUBIN TOTAL - LMC:-0.055 Diagnosis:9ccs143:Abdom hernia:-0.054 Diagnosis:9ccs259:Unclassified:0.051 Newborn Diagnosis:9ccs191:Amnios dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:1.000 Newborn Diagnosis:9ccs217:Ot cong anom:0.240 Diagnosis:9ccs211:Ot conn tiss:0.095 Diagnosis:9ccs117:Ot circul dx:0.095 Diagnosis:9ccs83:Epilepsy/cnv:0.090 Diagnosis:9ccs89:Blindness:0.077 Diagnosis:9ccs90:Eye infectn:0.067 Diagnosis:9ccs258:Other screen:0.067 Diagnosis:9ccs135:Intest infct:0.064 Diagnosis:9ccs125:Bronchitis:0.063 Diagnosis:9ccs2:Septicemia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2:Septicemia:1.000 Diagnosis:9ccs246:FUO:0.166 Newborn Diagnosis:9ccs95:Oth nerv dx:0.130 Diagnosis:9ccs159:UTI:0.129 Diagnosis:9ccs163:Other GU dx:0.104 Newborn Diagnosis:9ccs96:Hrt valve dx:0.074 Diagnosis:9ccs122:Pneumonia:0.071 Number of Visits:0.068 Diagnosis:9ccs92:Otitis media:0.068 Diagnosis:9ccs197:Skin infectn:0.065 Newborn Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs253:Allergy:1.000 Diagnosis:9ccs219:Low birth wt:0.271 Newborn Diagnosis:9ccs256:Exam/eval:0.218 Newborn Diagnosis:9ccs219:Low birth wt:0.213 Newborn Diagnosis:9ccs222:Perint jaund:0.185 Diagnosis:9ccs117:Ot circul dx:0.164 Newborn Diagnosis:9ccs95:Oth nerv dx:0.130 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.103 Diagnosis:9ccs48:Thyroid dsor:0.096 Newborn Diagnosis:9ccs217:Ot cong anom:0.094 Diagnosis:9ccs246:FUO | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs246:FUO:1.000 Diagnosis:9ccs2:Septicemia:0.166 Diagnosis:9ccs3:Oth bact inf:0.131 Diagnosis:9ccs239:Superfic inj:0.093 Diagnosis:9ccs240:Burns:0.092 Number of Visits:0.080 Diagnosis:9ccs123:Influenza:0.077 Diagnosis:9ccs247:Lymph enlarg:0.071 Diagnosis:9ccs154:Gastroent:0.069 Diagnosis:9ccs256:Exam/eval:0.063 Vital: HC Percentile-gain7to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs216:Nerv cong an:-0.134 Diagnosis:9ccs234:Crush injury:0.092 Newborn Diagnosis:9ccs223:Birth trauma:-0.082 Diagnosis:9ccs95:Oth nerv dx:-0.068 Newborn Diagnosis:9ccs215:gu cong anom:-0.063 Diagnosis:10ccs58:Ot nutrit dx:0.060 Diagnosis:9ccs124:Tonsillitis:-0.059 Diagnosis:9ccs143:Abdom hernia:-0.057 Diagnosis:9ccs48:Thyroid dsor:-0.055 Diagnosis:9ccs166:Oth male gen:-0.049 Vital: HC Percentile-gain3to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2603:E Codes: Fall:-0.093 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.075 Diagnosis:9ccs153:GI hemorrhag:-0.069 Diagnosis:9ccs76:Meningitis:-0.055 Diagnosis:9ccs154:Gastroent:-0.053 Diagnosis:9ccs92:Otitis media:-0.051 Newborn Diagnosis:9ccs224:Ot perint dx:0.048 Diagnosis:9ccs90:Eye infectn:-0.047 Diagnosis:9ccs4:Mycoses:-0.046 Diagnosis:9ccs244:Other injury:-0.045 Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.352 [0.045 2.758] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs3:Oth bact inf:1.000 Diagnosis:9ccs247:Lymph enlarg:0.202 Lab:297275 STREP RAPID TEST (POCT):0.138 Diagnosis:9ccs246:FUO:0.131 Diagnosis:9ccs128:Asthma:0.062 Diagnosis:9ccs58:Ot nutrit dx:0.049 Diagnosis:9ccs137:Mouth dx:0.047 Diagnosis:9ccs123:Influenza:0.046 Diagnosis:9ccs200:Oth skin dx:0.045 Diagnosis:9ccs253:Allergy:0.038 Diagnosis:9ccs243:Poisn nonmed | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.031 [0.592 6.976] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs243:Poisn nonmed:1.000 Diagnosis:9ccs240:Burns:0.124 Lab:292495 LEAD LEVEL - Sunrise:-0.102 Diagnosis:9ccs151:Oth liver dx:0.096 Diagnosis:9ccs92:Otitis media:-0.060 Diagnosis:9ccs209:Ot acq defor:0.054 Diagnosis:9ccs96:Hrt valve dx:0.050 Diagnosis:9ccs215:gu cong anom:0.049 Diagnosis:9ccs135:Intest infct:-0.048 Diagnosis:9ccs250:Nausea/vomit:0.047 Newborn Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.504 Correlated most with: Newborn Diagnosis:9ccs95:Oth nerv dx:1.000 Diagnosis:9ccs2:Septicemia:0.130 Newborn Diagnosis:9ccs253:Allergy:0.130 Newborn Diagnosis:9ccs256:Exam/eval:0.093 Diagnosis:9ccs140:Gastritis:0.093 Newborn Diagnosis:9ccs213:Cardiac anom:0.086 Diagnosis:9ccs217:Ot cong anom:0.075 Newborn Diagnosis:9ccs96:Hrt valve dx:0.068 Diagnosis:9ccs94:Other ear dx:0.065 Diagnosis:9ccs234:Crush injury:0.060 Vital: BP-latest | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs123:Influenza:0.207 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.132 Diagnosis:9ccs59:Anemia:0.091 Diagnosis:9ccs83:Epilepsy/cnv:-0.088 Diagnosis:9ccs219:Low birth wt:0.087 Diagnosis:9ccs122:Pneumonia:0.072 Diagnosis:9ccs124:Tonsillitis:0.064 Diagnosis:9ccs95:Oth nerv dx:-0.060 Diagnosis:9ccs217:Ot cong anom:-0.051 Diagnosis:9ccs138:Esophgeal dx:-0.047 Vital: HC Percentile-gain5to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs216:Nerv cong an:0.125 Diagnosis:9ccs48:Thyroid dsor:0.116 Newborn Diagnosis:9ccs223:Birth trauma:0.076 Diagnosis:9ccs95:Oth nerv dx:0.063 Newborn Diagnosis:9ccs215:gu cong anom:0.058 Diagnosis:9ccs124:Tonsillitis:0.055 Diagnosis:9ccs143:Abdom hernia:0.053 Diagnosis:9ccs166:Oth male gen:0.046 Diagnosis:9ccs257:Ot aftercare:0.045 Diagnosis:9ccs215:gu cong anom:0.045 Diagnosis:9ccs75:Hx mental dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs75:Hx mental dx:1.000 Diagnosis:9ccs113:Late eff CVD:0.127 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.081 Diagnosis:9ccs58:Ot nutrit dx:0.057 Diagnosis:9ccs95:Oth nerv dx:0.057 Diagnosis:9ccs239:Superfic inj:0.056 Diagnosis:9ccs244:Other injury:0.055 Newborn Diagnosis:9ccs217:Ot cong anom:0.053 Diagnosis:9ccs128:Asthma:0.048 Diagnosis:9ccs159:UTI:0.045 Vital: HC Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs76:Meningitis:0.097 Diagnosis:9ccs259:Unclassified:-0.053 Diagnosis:9ccs137:Mouth dx:0.053 Diagnosis:9ccs4:Mycoses:0.050 Lab:295669 BILIRUBIN DIRECT - LMC:-0.037 Lab:306617 OCCULT BLOOD TEST (FECAL):0.036 Diagnosis:9ccs153:GI hemorrhag:0.033 Diagnosis:9ccs135:Intest infct:-0.029 Diagnosis:9ccs138:Esophgeal dx:-0.029 Diagnosis:9ccs90:Eye infectn:-0.028 Diagnosis:9ccs208:Acq foot def | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs208:Acq foot def:1.000 Diagnosis:9ccs259:Unclassified:0.056 Diagnosis:9ccs217:Ot cong anom:0.049 Diagnosis:9ccs256:Exam/eval:0.048 Diagnosis:9ccs95:Oth nerv dx:0.045 Newborn Diagnosis:9ccs215:gu cong anom:0.043 Newborn Diagnosis:9ccs217:Ot cong anom:0.042 Diagnosis:9ccs94:Other ear dx:0.041 Diagnosis:9ccs159:UTI:0.035 Diagnosis:9ccs7:Viral infect:0.033 Diagnosis:9ccs242:Poisn ot med | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs242:Poisn ot med:1.000 Diagnosis:9ccs92:Otitis media:0.066 Number of Visits:0.062 Diagnosis:9ccs222:Perint jaund:0.061 Diagnosis:9ccs122:Pneumonia:0.052 Diagnosis:9ccs0:No DX:0.051 Diagnosis:9ccs123:Influenza:0.050 Newborn Diagnosis:9ccs223:Birth trauma:0.050 Diagnosis:9ccs126:Ot up rsp in:0.045 Newborn Diagnosis:9ccs219:Low birth wt:0.045 Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs163:Other GU dx:1.000 Diagnosis:9ccs159:UTI:0.164 Newborn Diagnosis:9ccs217:Ot cong anom:0.147 Diagnosis:9ccs161:Ot dx kidney:0.124 Newborn Diagnosis:9ccs215:gu cong anom:0.110 Diagnosis:9ccs2:Septicemia:0.104 Diagnosis:9ccs247:Lymph enlarg:0.090 Number of Visits:0.089 Diagnosis:9ccs217:Ot cong anom:0.079 Diagnosis:9ccs215:gu cong anom:0.078 Vital: HC Percentile-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2603:E Codes: Fall:-0.097 Diagnosis:9ccs0:No DX:-0.086 Diagnosis:9ccs136:Teeth dx:-0.072 Diagnosis:9ccs94:Other ear dx:-0.064 Diagnosis:9ccs134:Ot uppr resp:-0.064 Diagnosis:9ccs197:Skin infectn:-0.061 Lab:306617 OCCULT BLOOD TEST (FECAL):0.058 Diagnosis:9ccs76:Meningitis:-0.054 Diagnosis:9ccs153:GI hemorrhag:0.054 Diagnosis:9ccs256:Exam/eval:-0.048 Vital: HC Percentile-avg10to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs234:Crush injury:-0.107 Diagnosis:9ccs48:Thyroid dsor:0.099 Diagnosis:9ccs127:COPD:0.059 Diagnosis:9ccs224:Ot perint dx:0.049 Diagnosis:9ccs250:Nausea/vomit:0.047 Diagnosis:10ccs58:Ot nutrit dx:0.046 Diagnosis:9ccs198:Ot infl skin:0.043 Diagnosis:9ccs125:Bronchitis:-0.040 Diagnosis:9ccs122:Pneumonia:-0.039 Diagnosis:9ccs256:Exam/eval:0.038 Diagnosis:9ccs212:Ot bone dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs212:Ot bone dx:1.000 Diagnosis:9ccs209:Ot acq defor:0.182 Diagnosis:9ccs0:No DX:0.085 Diagnosis:9ccs89:Blindness:0.077 Diagnosis:9ccs47:Ot bnign neo:0.064 Diagnosis:9ccs96:Hrt valve dx:0.058 Diagnosis:9ccs58:Ot nutrit dx:0.057 Newborn Diagnosis:9ccs217:Ot cong anom:0.053 Diagnosis:9ccs213:Cardiac anom:0.051 Newborn Diagnosis:9ccs259:Unclassified:0.043 Lab:323700 CULTURE THROAT W SENS - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.502 Correlated most with: Lab:323700 CULTURE THROAT W SENS - Sunrise:1.000 Diagnosis:9ccs211:Ot conn tiss:-0.124 Diagnosis:9ccs234:Crush injury:0.071 Diagnosis:9ccs215:gu cong anom:-0.061 Diagnosis:9ccs113:Late eff CVD:0.059 Diagnosis:9ccs135:Intest infct:-0.059 Diagnosis:9ccs166:Oth male gen:-0.059 Diagnosis:9ccs127:COPD:-0.052 Diagnosis:9ccs222:Perint jaund:0.052 Lab:297275 STREP RAPID TEST (POCT):-0.044 Vital: BP-avg19to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs55:Fluid/elc dx:-0.124 Diagnosis:9ccs62:Coag/hemr dx:-0.115 Diagnosis:9ccs59:Anemia:0.095 Diagnosis:9ccs117:Ot circul dx:0.091 Diagnosis:9ccs136:Teeth dx:0.075 Diagnosis:9ccs259:Unclassified:-0.074 Diagnosis:9ccs74:Ot mentl cnd:0.061 Diagnosis:9ccs198:Ot infl skin:-0.054 Lab:295669 BILIRUBIN DIRECT - LMC:-0.053 Diagnosis:9ccs126:Ot up rsp in:0.048 Vital : 0.952411530015 MatDeliveryAge : 0.0149603758282 Number of Visits : 0.0111805302697 Newborn Diagnosis : 0.00511832444977 Diagnosis : 0.0160848087205 Lab : 0.000244430716387 Time to run analysis 0:21:18.853402 Total Time elapsed 7:23:47.054027 ----------------------------------------------------- boys min_5 no_census gradientboost regression Running batch 1 of 7 with 16 nodes Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.776, R^2 test: 0.095 Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.819, R^2 test: 0.015 Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.840, R^2 test: 0.130 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.981, Explained Variance Score Train: 0.788 AUC Validation: 0.622, Explained Variance Score Validation: 0.102 AUC Test: 0.745, Explained Variance Score Test: 0.186 Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.862, R^2 test: 0.159 Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.863, R^2 test: 0.167 Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.889, R^2 test: 0.137 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.947, Explained Variance Score Train: 0.849 AUC Validation: 0.701, Explained Variance Score Validation: 0.149 AUC Test: 0.755, Explained Variance Score Test: 0.265 Bootstrap CV 12, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.741, R^2 test: 0.168 Bootstrap CV 12, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.840, R^2 test: 0.119 Bootstrap CV 12, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.850, R^2 test: 0.148 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.969, Explained Variance Score Train: 0.719 AUC Validation: 0.800, Explained Variance Score Validation: 0.170 AUC Test: 0.746, Explained Variance Score Test: 0.239 Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.877, R^2 test: 0.101 Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.885, R^2 test: 0.113 Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.912, R^2 test: 0.110 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.990, Explained Variance Score Train: 0.896 AUC Validation: 0.653, Explained Variance Score Validation: 0.131 AUC Test: 0.728, Explained Variance Score Test: 0.207 Bootstrap CV 11, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.811, R^2 test: 0.171 Bootstrap CV 11, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.834, R^2 test: 0.108 Bootstrap CV 11, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.876, R^2 test: 0.143 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.962, Explained Variance Score Train: 0.822 AUC Validation: 0.713, Explained Variance Score Validation: 0.146 AUC Test: 0.736, Explained Variance Score Test: 0.223 Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.651, R^2 test: 0.123 Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.739, R^2 test: 0.105 Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.793, R^2 test: 0.038 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.973, Explained Variance Score Train: 0.689 AUC Validation: 0.713, Explained Variance Score Validation: 0.170 AUC Test: 0.721, Explained Variance Score Test: 0.214 Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.787, R^2 test: 0.260 Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.915, R^2 test: 0.261 Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.884, R^2 test: 0.252 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.980, Explained Variance Score Train: 0.874 AUC Validation: 0.714, Explained Variance Score Validation: 0.234 AUC Test: 0.785, Explained Variance Score Test: 0.279 Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.770, R^2 test: -0.017 Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.840, R^2 test: -0.029 Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.877, R^2 test: -0.025 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.970, Explained Variance Score Train: 0.825 AUC Validation: 0.680, Explained Variance Score Validation: 0.050 AUC Test: 0.762, Explained Variance Score Test: 0.282 Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.854, R^2 test: 0.175 Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.848, R^2 test: 0.151 Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.857, R^2 test: 0.182 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.984, Explained Variance Score Train: 0.901 AUC Validation: 0.728, Explained Variance Score Validation: 0.224 AUC Test: 0.730, Explained Variance Score Test: 0.241 Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.798, R^2 test: 0.303 Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.854, R^2 test: 0.274 Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.862, R^2 test: 0.269 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.989, Explained Variance Score Train: 0.911 AUC Validation: 0.663, Explained Variance Score Validation: 0.235 AUC Test: 0.761, Explained Variance Score Test: 0.240 Bootstrap CV 14, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.840, R^2 test: 0.058 Bootstrap CV 14, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.868, R^2 test: 0.106 Bootstrap CV 14, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.918, R^2 test: 0.097 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.965, Explained Variance Score Train: 0.896 AUC Validation: 0.655, Explained Variance Score Validation: 0.105 AUC Test: 0.732, Explained Variance Score Test: 0.185 Bootstrap CV 10, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.763, R^2 test: 0.259 Bootstrap CV 10, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.849, R^2 test: 0.241 Bootstrap CV 10, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.872, R^2 test: 0.250 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.830 AUC Validation: 0.775, Explained Variance Score Validation: 0.249 AUC Test: 0.755, Explained Variance Score Test: 0.240 Bootstrap CV 15, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.807, R^2 test: 0.181 Bootstrap CV 15, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.825, R^2 test: 0.156 Bootstrap CV 15, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.918, R^2 test: 0.122 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.981, Explained Variance Score Train: 0.856 AUC Validation: 0.836, Explained Variance Score Validation: 0.173 AUC Test: 0.749, Explained Variance Score Test: 0.229 Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.885, R^2 test: 0.217 Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.905, R^2 test: 0.229 Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.915, R^2 test: 0.225 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.992, Explained Variance Score Train: 0.943 AUC Validation: 0.753, Explained Variance Score Validation: 0.256 AUC Test: 0.764, Explained Variance Score Test: 0.292 Bootstrap CV 13, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.815, R^2 test: 0.267 Bootstrap CV 13, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.886, R^2 test: 0.277 Bootstrap CV 13, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.884, R^2 test: 0.283 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.985, Explained Variance Score Train: 0.898 AUC Validation: 0.787, Explained Variance Score Validation: 0.287 AUC Test: 0.780, Explained Variance Score Test: 0.309 Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.839, R^2 test: 0.206 Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.929, R^2 test: 0.153 Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.929, R^2 test: 0.187 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.980, Explained Variance Score Train: 0.928 AUC Validation: 0.721, Explained Variance Score Validation: 0.206 AUC Test: 0.725, Explained Variance Score Test: 0.219 Running batch 2 of 7 with 16 nodes Bootstrap CV 19, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.839, R^2 test: 0.196 Bootstrap CV 19, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.877, R^2 test: 0.208 Bootstrap CV 19, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.870, R^2 test: 0.233 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.792 AUC Validation: 0.661, Explained Variance Score Validation: 0.234 AUC Test: 0.728, Explained Variance Score Test: 0.258 Bootstrap CV 16, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.817, R^2 test: 0.172 Bootstrap CV 16, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.846, R^2 test: 0.193 Bootstrap CV 16, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.891, R^2 test: 0.189 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.963, Explained Variance Score Train: 0.876 AUC Validation: 0.625, Explained Variance Score Validation: 0.160 AUC Test: 0.729, Explained Variance Score Test: 0.224 Bootstrap CV 30, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.696, R^2 test: 0.316 Bootstrap CV 30, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.793, R^2 test: 0.294 Bootstrap CV 30, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.847, R^2 test: 0.326 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.984, Explained Variance Score Train: 0.746 AUC Validation: 0.786, Explained Variance Score Validation: 0.313 AUC Test: 0.757, Explained Variance Score Test: 0.280 Bootstrap CV 25, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.756, R^2 test: 0.097 Bootstrap CV 25, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.874, R^2 test: 0.057 Bootstrap CV 25, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.898, R^2 test: 0.091 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.964, Explained Variance Score Train: 0.840 AUC Validation: 0.655, Explained Variance Score Validation: 0.151 AUC Test: 0.749, Explained Variance Score Test: 0.231 Bootstrap CV 29, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.786, R^2 test: 0.200 Bootstrap CV 29, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.849, R^2 test: 0.139 Bootstrap CV 29, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.880, R^2 test: 0.155 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.980, Explained Variance Score Train: 0.800 AUC Validation: 0.765, Explained Variance Score Validation: 0.217 AUC Test: 0.719, Explained Variance Score Test: 0.206 Bootstrap CV 22, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.789, R^2 test: -0.045 Bootstrap CV 22, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.829, R^2 test: -0.011 Bootstrap CV 22, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.858, R^2 test: -0.031 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.990, Explained Variance Score Train: 0.779 AUC Validation: 0.598, Explained Variance Score Validation: -0.016 AUC Test: 0.715, Explained Variance Score Test: 0.212 Bootstrap CV 26, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.782, R^2 test: 0.166 Bootstrap CV 26, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.880, R^2 test: 0.192 Bootstrap CV 26, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.866, R^2 test: 0.184 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.992, Explained Variance Score Train: 0.843 AUC Validation: 0.713, Explained Variance Score Validation: 0.211 AUC Test: 0.722, Explained Variance Score Test: 0.220 Bootstrap CV 28, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.776, R^2 test: 0.359 Bootstrap CV 28, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.819, R^2 test: 0.389 Bootstrap CV 28, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.852, R^2 test: 0.383 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.977, Explained Variance Score Train: 0.808 AUC Validation: 0.759, Explained Variance Score Validation: 0.358 AUC Test: 0.734, Explained Variance Score Test: 0.271 Bootstrap CV 18, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.745, R^2 test: 0.297 Bootstrap CV 18, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.768, R^2 test: 0.292 Bootstrap CV 18, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.836, R^2 test: 0.287 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.994, Explained Variance Score Train: 0.874 AUC Validation: 0.859, Explained Variance Score Validation: 0.266 AUC Test: 0.740, Explained Variance Score Test: 0.194 Bootstrap CV 27, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.754, R^2 test: 0.163 Bootstrap CV 27, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.817, R^2 test: 0.180 Bootstrap CV 27, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.863, R^2 test: 0.194 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.961, Explained Variance Score Train: 0.801 AUC Validation: 0.699, Explained Variance Score Validation: 0.201 AUC Test: 0.738, Explained Variance Score Test: 0.186 Bootstrap CV 31, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.807, R^2 test: 0.196 Bootstrap CV 31, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.856, R^2 test: 0.211 Bootstrap CV 31, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.885, R^2 test: 0.194 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.990, Explained Variance Score Train: 0.827 AUC Validation: 0.743, Explained Variance Score Validation: 0.236 AUC Test: 0.726, Explained Variance Score Test: 0.218 Bootstrap CV 20, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.821, R^2 test: 0.233 Bootstrap CV 20, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.823, R^2 test: 0.298 Bootstrap CV 20, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.844, R^2 test: 0.218 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.959, Explained Variance Score Train: 0.855 AUC Validation: 0.719, Explained Variance Score Validation: 0.243 AUC Test: 0.723, Explained Variance Score Test: 0.230 Bootstrap CV 23, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.742, R^2 test: 0.258 Bootstrap CV 23, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.821, R^2 test: 0.253 Bootstrap CV 23, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.826, R^2 test: 0.311 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.962, Explained Variance Score Train: 0.729 AUC Validation: 0.754, Explained Variance Score Validation: 0.275 AUC Test: 0.751, Explained Variance Score Test: 0.269 Bootstrap CV 24, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.734, R^2 test: 0.227 Bootstrap CV 24, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.770, R^2 test: 0.239 Bootstrap CV 24, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.876, R^2 test: 0.254 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.958, Explained Variance Score Train: 0.761 AUC Validation: 0.807, Explained Variance Score Validation: 0.305 AUC Test: 0.754, Explained Variance Score Test: 0.244 Bootstrap CV 17, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.633, R^2 test: 0.210 Bootstrap CV 17, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.669, R^2 test: 0.261 Bootstrap CV 17, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.705, R^2 test: 0.252 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.771 AUC Validation: 0.779, Explained Variance Score Validation: 0.309 AUC Test: 0.742, Explained Variance Score Test: 0.243 Bootstrap CV 21, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.659, R^2 test: 0.278 Bootstrap CV 21, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.781, R^2 test: 0.294 Bootstrap CV 21, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.762, R^2 test: 0.310 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.972, Explained Variance Score Train: 0.780 AUC Validation: 0.716, Explained Variance Score Validation: 0.337 AUC Test: 0.731, Explained Variance Score Test: 0.266 Running batch 3 of 7 with 16 nodes Bootstrap CV 42, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.773, R^2 test: 0.077 Bootstrap CV 42, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.842, R^2 test: 0.082 Bootstrap CV 42, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.862, R^2 test: 0.078 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.936, Explained Variance Score Train: 0.818 AUC Validation: 0.601, Explained Variance Score Validation: 0.100 AUC Test: 0.722, Explained Variance Score Test: 0.227 Bootstrap CV 37, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.658, R^2 test: 0.206 Bootstrap CV 37, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.787, R^2 test: 0.153 Bootstrap CV 37, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.813, R^2 test: 0.225 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.744 AUC Validation: 0.738, Explained Variance Score Validation: 0.220 AUC Test: 0.743, Explained Variance Score Test: 0.228 Bootstrap CV 40, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.710, R^2 test: 0.138 Bootstrap CV 40, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.741, R^2 test: 0.165 Bootstrap CV 40, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.880, R^2 test: 0.164 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.982, Explained Variance Score Train: 0.690 AUC Validation: 0.684, Explained Variance Score Validation: 0.208 AUC Test: 0.742, Explained Variance Score Test: 0.268 Bootstrap CV 47, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.870, R^2 test: 0.107 Bootstrap CV 47, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.872, R^2 test: 0.091 Bootstrap CV 47, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.914, R^2 test: 0.149 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.970, Explained Variance Score Train: 0.851 AUC Validation: 0.664, Explained Variance Score Validation: 0.167 AUC Test: 0.708, Explained Variance Score Test: 0.173 Bootstrap CV 43, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.750, R^2 test: 0.116 Bootstrap CV 43, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.772, R^2 test: 0.159 Bootstrap CV 43, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.870, R^2 test: 0.161 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.964, Explained Variance Score Train: 0.865 AUC Validation: 0.709, Explained Variance Score Validation: 0.250 AUC Test: 0.754, Explained Variance Score Test: 0.260 Bootstrap CV 32, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.784, R^2 test: 0.228 Bootstrap CV 32, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.828, R^2 test: 0.205 Bootstrap CV 32, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.848, R^2 test: 0.260 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.991, Explained Variance Score Train: 0.824 AUC Validation: 0.771, Explained Variance Score Validation: 0.270 AUC Test: 0.782, Explained Variance Score Test: 0.301 Bootstrap CV 33, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.746, R^2 test: 0.190 Bootstrap CV 33, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.820, R^2 test: 0.096 Bootstrap CV 33, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.810, R^2 test: 0.091 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.961, Explained Variance Score Train: 0.761 AUC Validation: 0.656, Explained Variance Score Validation: 0.108 AUC Test: 0.758, Explained Variance Score Test: 0.254 Bootstrap CV 36, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.760, R^2 test: 0.133 Bootstrap CV 36, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.832, R^2 test: 0.183 Bootstrap CV 36, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.891, R^2 test: 0.183 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.964, Explained Variance Score Train: 0.777 AUC Validation: 0.650, Explained Variance Score Validation: 0.190 AUC Test: 0.720, Explained Variance Score Test: 0.221 Bootstrap CV 38, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.687, R^2 test: 0.233 Bootstrap CV 38, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.731, R^2 test: 0.242 Bootstrap CV 38, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.744, R^2 test: 0.192 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.962, Explained Variance Score Train: 0.758 AUC Validation: 0.672, Explained Variance Score Validation: 0.256 AUC Test: 0.730, Explained Variance Score Test: 0.283 Bootstrap CV 34, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.702, R^2 test: 0.121 Bootstrap CV 34, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.745, R^2 test: 0.099 Bootstrap CV 34, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.829, R^2 test: 0.110 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.967, Explained Variance Score Train: 0.857 AUC Validation: 0.651, Explained Variance Score Validation: 0.113 AUC Test: 0.715, Explained Variance Score Test: 0.222 Bootstrap CV 41, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.678, R^2 test: 0.175 Bootstrap CV 41, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.715, R^2 test: 0.152 Bootstrap CV 41, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.789, R^2 test: 0.162 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.731 AUC Validation: 0.751, Explained Variance Score Validation: 0.185 AUC Test: 0.706, Explained Variance Score Test: 0.215 Bootstrap CV 35, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.833, R^2 test: 0.266 Bootstrap CV 35, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.853, R^2 test: 0.250 Bootstrap CV 35, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.870, R^2 test: 0.241 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.978, Explained Variance Score Train: 0.846 AUC Validation: 0.778, Explained Variance Score Validation: 0.264 AUC Test: 0.764, Explained Variance Score Test: 0.263 Bootstrap CV 45, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.855, R^2 test: 0.181 Bootstrap CV 45, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.882, R^2 test: 0.207 Bootstrap CV 45, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.929, R^2 test: 0.248 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.998, Explained Variance Score Train: 0.903 AUC Validation: 0.743, Explained Variance Score Validation: 0.206 AUC Test: 0.738, Explained Variance Score Test: 0.257 Bootstrap CV 44, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.758, R^2 test: 0.208 Bootstrap CV 44, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.832, R^2 test: 0.175 Bootstrap CV 44, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.864, R^2 test: 0.233 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.980, Explained Variance Score Train: 0.857 AUC Validation: 0.744, Explained Variance Score Validation: 0.190 AUC Test: 0.723, Explained Variance Score Test: 0.263 Bootstrap CV 39, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.666, R^2 test: 0.290 Bootstrap CV 39, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.775, R^2 test: 0.260 Bootstrap CV 39, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.814, R^2 test: 0.264 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.974, Explained Variance Score Train: 0.765 AUC Validation: 0.741, Explained Variance Score Validation: 0.271 AUC Test: 0.750, Explained Variance Score Test: 0.238 Bootstrap CV 46, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.737, R^2 test: 0.177 Bootstrap CV 46, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.750, R^2 test: 0.161 Bootstrap CV 46, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.714, R^2 test: 0.244 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.982, Explained Variance Score Train: 0.757 AUC Validation: 0.780, Explained Variance Score Validation: 0.233 AUC Test: 0.743, Explained Variance Score Test: 0.236 Running batch 4 of 7 with 16 nodes Bootstrap CV 48, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.875, R^2 test: -0.128 Bootstrap CV 48, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.897, R^2 test: -0.099 Bootstrap CV 48, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.915, R^2 test: -0.097 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.974, Explained Variance Score Train: 0.855 AUC Validation: 0.652, Explained Variance Score Validation: -0.055 AUC Test: 0.736, Explained Variance Score Test: 0.219 Bootstrap CV 52, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.787, R^2 test: 0.381 Bootstrap CV 52, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.934, R^2 test: 0.395 Bootstrap CV 52, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.948, R^2 test: 0.372 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.998, Explained Variance Score Train: 0.852 AUC Validation: 0.838, Explained Variance Score Validation: 0.388 AUC Test: 0.760, Explained Variance Score Test: 0.297 Bootstrap CV 56, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.819, R^2 test: 0.154 Bootstrap CV 56, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.846, R^2 test: 0.169 Bootstrap CV 56, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.854, R^2 test: 0.145 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.974, Explained Variance Score Train: 0.818 AUC Validation: 0.651, Explained Variance Score Validation: 0.173 AUC Test: 0.737, Explained Variance Score Test: 0.281 Bootstrap CV 55, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.689, R^2 test: 0.153 Bootstrap CV 55, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.725, R^2 test: 0.118 Bootstrap CV 55, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.783, R^2 test: 0.125 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.950, Explained Variance Score Train: 0.591 AUC Validation: 0.731, Explained Variance Score Validation: 0.193 AUC Test: 0.751, Explained Variance Score Test: 0.242 Bootstrap CV 53, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.860, R^2 test: 0.172 Bootstrap CV 53, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.887, R^2 test: 0.149 Bootstrap CV 53, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.909, R^2 test: 0.137 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.974, Explained Variance Score Train: 0.887 AUC Validation: 0.628, Explained Variance Score Validation: 0.165 AUC Test: 0.767, Explained Variance Score Test: 0.298 Bootstrap CV 54, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.826, R^2 test: 0.169 Bootstrap CV 54, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.859, R^2 test: 0.173 Bootstrap CV 54, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.860, R^2 test: 0.173 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.858 AUC Validation: 0.692, Explained Variance Score Validation: 0.206 AUC Test: 0.744, Explained Variance Score Test: 0.272 Bootstrap CV 58, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.870, R^2 test: 0.226 Bootstrap CV 58, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.904, R^2 test: 0.199 Bootstrap CV 58, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.952, R^2 test: 0.199 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.980, Explained Variance Score Train: 0.922 AUC Validation: 0.756, Explained Variance Score Validation: 0.184 AUC Test: 0.721, Explained Variance Score Test: 0.227 Bootstrap CV 57, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.754, R^2 test: 0.071 Bootstrap CV 57, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.782, R^2 test: 0.026 Bootstrap CV 57, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.786, R^2 test: 0.056 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.983, Explained Variance Score Train: 0.809 AUC Validation: 0.768, Explained Variance Score Validation: 0.068 AUC Test: 0.741, Explained Variance Score Test: 0.234 Bootstrap CV 63, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.652, R^2 test: 0.234 Bootstrap CV 63, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.709, R^2 test: 0.267 Bootstrap CV 63, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.794, R^2 test: 0.229 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.981, Explained Variance Score Train: 0.743 AUC Validation: 0.809, Explained Variance Score Validation: 0.245 AUC Test: 0.742, Explained Variance Score Test: 0.260 Bootstrap CV 49, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.807, R^2 test: 0.286 Bootstrap CV 49, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.891, R^2 test: 0.308 Bootstrap CV 49, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.892, R^2 test: 0.320 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.987, Explained Variance Score Train: 0.918 AUC Validation: 0.782, Explained Variance Score Validation: 0.335 AUC Test: 0.756, Explained Variance Score Test: 0.244 Bootstrap CV 59, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.729, R^2 test: 0.197 Bootstrap CV 59, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.827, R^2 test: 0.170 Bootstrap CV 59, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.815, R^2 test: 0.241 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.776 AUC Validation: 0.686, Explained Variance Score Validation: 0.217 AUC Test: 0.713, Explained Variance Score Test: 0.225 Bootstrap CV 51, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.883, R^2 test: 0.189 Bootstrap CV 51, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.923, R^2 test: 0.214 Bootstrap CV 51, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.949, R^2 test: 0.191 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.990, Explained Variance Score Train: 0.940 AUC Validation: 0.657, Explained Variance Score Validation: 0.180 AUC Test: 0.773, Explained Variance Score Test: 0.276 Bootstrap CV 62, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.808, R^2 test: 0.035 Bootstrap CV 62, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.801, R^2 test: 0.014 Bootstrap CV 62, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.860, R^2 test: 0.053 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.987, Explained Variance Score Train: 0.906 AUC Validation: 0.673, Explained Variance Score Validation: 0.084 AUC Test: 0.705, Explained Variance Score Test: 0.202 Bootstrap CV 50, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.709, R^2 test: 0.187 Bootstrap CV 50, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.734, R^2 test: 0.192 Bootstrap CV 50, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.783, R^2 test: 0.182 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.989, Explained Variance Score Train: 0.779 AUC Validation: 0.727, Explained Variance Score Validation: 0.243 AUC Test: 0.766, Explained Variance Score Test: 0.295 Bootstrap CV 60, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.669, R^2 test: 0.227 Bootstrap CV 60, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.768, R^2 test: 0.213 Bootstrap CV 60, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.926, R^2 test: 0.271 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.990, Explained Variance Score Train: 0.863 AUC Validation: 0.708, Explained Variance Score Validation: 0.258 AUC Test: 0.756, Explained Variance Score Test: 0.250 Bootstrap CV 61, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.774, R^2 test: 0.237 Bootstrap CV 61, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.851, R^2 test: 0.242 Bootstrap CV 61, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.860, R^2 test: 0.224 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.979, Explained Variance Score Train: 0.872 AUC Validation: 0.715, Explained Variance Score Validation: 0.310 AUC Test: 0.737, Explained Variance Score Test: 0.232 Running batch 5 of 7 with 16 nodes Bootstrap CV 69, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.681, R^2 test: 0.170 Bootstrap CV 69, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.778, R^2 test: 0.187 Bootstrap CV 69, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.784, R^2 test: 0.169 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.982, Explained Variance Score Train: 0.771 AUC Validation: 0.774, Explained Variance Score Validation: 0.236 AUC Test: 0.761, Explained Variance Score Test: 0.297 Bootstrap CV 73, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.754, R^2 test: 0.286 Bootstrap CV 73, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.788, R^2 test: 0.263 Bootstrap CV 73, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.830, R^2 test: 0.270 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.980, Explained Variance Score Train: 0.766 AUC Validation: 0.737, Explained Variance Score Validation: 0.272 AUC Test: 0.751, Explained Variance Score Test: 0.284 Bootstrap CV 72, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.707, R^2 test: 0.129 Bootstrap CV 72, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.720, R^2 test: 0.168 Bootstrap CV 72, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.779, R^2 test: 0.165 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.981, Explained Variance Score Train: 0.763 AUC Validation: 0.685, Explained Variance Score Validation: 0.173 AUC Test: 0.746, Explained Variance Score Test: 0.253 Bootstrap CV 79, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.797, R^2 test: 0.137 Bootstrap CV 79, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.909, R^2 test: 0.073 Bootstrap CV 79, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.927, R^2 test: 0.076 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.969, Explained Variance Score Train: 0.842 AUC Validation: 0.698, Explained Variance Score Validation: 0.084 AUC Test: 0.747, Explained Variance Score Test: 0.269 Bootstrap CV 75, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.764, R^2 test: 0.194 Bootstrap CV 75, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.824, R^2 test: 0.178 Bootstrap CV 75, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.847, R^2 test: 0.190 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.966, Explained Variance Score Train: 0.789 AUC Validation: 0.725, Explained Variance Score Validation: 0.176 AUC Test: 0.732, Explained Variance Score Test: 0.277 Bootstrap CV 64, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.833, R^2 test: 0.238 Bootstrap CV 64, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.923, R^2 test: 0.244 Bootstrap CV 64, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.923, R^2 test: 0.173 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.991, Explained Variance Score Train: 0.881 AUC Validation: 0.759, Explained Variance Score Validation: 0.224 AUC Test: 0.756, Explained Variance Score Test: 0.307 Bootstrap CV 67, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.814, R^2 test: 0.083 Bootstrap CV 67, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.834, R^2 test: 0.073 Bootstrap CV 67, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.928, R^2 test: 0.042 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.993, Explained Variance Score Train: 0.837 AUC Validation: 0.780, Explained Variance Score Validation: 0.152 AUC Test: 0.747, Explained Variance Score Test: 0.243 Bootstrap CV 76, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.838, R^2 test: 0.191 Bootstrap CV 76, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.862, R^2 test: 0.164 Bootstrap CV 76, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.895, R^2 test: 0.179 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.966, Explained Variance Score Train: 0.834 AUC Validation: 0.724, Explained Variance Score Validation: 0.174 AUC Test: 0.729, Explained Variance Score Test: 0.238 Bootstrap CV 65, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.784, R^2 test: 0.288 Bootstrap CV 65, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.850, R^2 test: 0.299 Bootstrap CV 65, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.880, R^2 test: 0.329 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.976, Explained Variance Score Train: 0.823 AUC Validation: 0.759, Explained Variance Score Validation: 0.315 AUC Test: 0.760, Explained Variance Score Test: 0.292 Bootstrap CV 66, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.763, R^2 test: 0.165 Bootstrap CV 66, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.817, R^2 test: 0.186 Bootstrap CV 66, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.860, R^2 test: 0.165 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.978, Explained Variance Score Train: 0.856 AUC Validation: 0.766, Explained Variance Score Validation: 0.195 AUC Test: 0.730, Explained Variance Score Test: 0.242 Bootstrap CV 70, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.752, R^2 test: 0.324 Bootstrap CV 70, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.796, R^2 test: 0.307 Bootstrap CV 70, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.804, R^2 test: 0.311 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.994, Explained Variance Score Train: 0.807 AUC Validation: 0.792, Explained Variance Score Validation: 0.346 AUC Test: 0.746, Explained Variance Score Test: 0.247 Bootstrap CV 74, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.735, R^2 test: -0.061 Bootstrap CV 74, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.818, R^2 test: -0.094 Bootstrap CV 74, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.855, R^2 test: -0.131 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.964, Explained Variance Score Train: 0.816 AUC Validation: 0.518, Explained Variance Score Validation: -0.078 AUC Test: 0.713, Explained Variance Score Test: 0.223 Bootstrap CV 71, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.746, R^2 test: 0.204 Bootstrap CV 71, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.843, R^2 test: 0.225 Bootstrap CV 71, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.833, R^2 test: 0.209 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.986, Explained Variance Score Train: 0.901 AUC Validation: 0.829, Explained Variance Score Validation: 0.273 AUC Test: 0.762, Explained Variance Score Test: 0.269 Bootstrap CV 78, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.859, R^2 test: 0.046 Bootstrap CV 78, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.925, R^2 test: 0.022 Bootstrap CV 78, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.944, R^2 test: 0.017 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.992, Explained Variance Score Train: 0.932 AUC Validation: 0.647, Explained Variance Score Validation: 0.016 AUC Test: 0.748, Explained Variance Score Test: 0.274 Bootstrap CV 77, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.747, R^2 test: 0.238 Bootstrap CV 77, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.829, R^2 test: 0.244 Bootstrap CV 77, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.834, R^2 test: 0.243 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.976, Explained Variance Score Train: 0.841 AUC Validation: 0.750, Explained Variance Score Validation: 0.281 AUC Test: 0.728, Explained Variance Score Test: 0.194 Bootstrap CV 68, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.788, R^2 test: 0.226 Bootstrap CV 68, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.821, R^2 test: 0.209 Bootstrap CV 68, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.814, R^2 test: 0.229 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.984, Explained Variance Score Train: 0.849 AUC Validation: 0.721, Explained Variance Score Validation: 0.241 AUC Test: 0.720, Explained Variance Score Test: 0.217 Running batch 6 of 7 with 16 nodes Bootstrap CV 85, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.788, R^2 test: 0.183 Bootstrap CV 85, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.800, R^2 test: 0.148 Bootstrap CV 85, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.845, R^2 test: 0.189 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.950, Explained Variance Score Train: 0.846 AUC Validation: 0.775, Explained Variance Score Validation: 0.155 AUC Test: 0.747, Explained Variance Score Test: 0.239 Bootstrap CV 83, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.729, R^2 test: 0.094 Bootstrap CV 83, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.754, R^2 test: 0.085 Bootstrap CV 83, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.774, R^2 test: 0.081 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.965, Explained Variance Score Train: 0.734 AUC Validation: 0.710, Explained Variance Score Validation: 0.148 AUC Test: 0.698, Explained Variance Score Test: 0.206 Bootstrap CV 95, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.840, R^2 test: 0.208 Bootstrap CV 95, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.876, R^2 test: 0.236 Bootstrap CV 95, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.908, R^2 test: 0.217 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.980, Explained Variance Score Train: 0.841 AUC Validation: 0.776, Explained Variance Score Validation: 0.132 AUC Test: 0.743, Explained Variance Score Test: 0.259 Bootstrap CV 82, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.770, R^2 test: 0.298 Bootstrap CV 82, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.874, R^2 test: 0.275 Bootstrap CV 82, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.872, R^2 test: 0.265 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.983, Explained Variance Score Train: 0.815 AUC Validation: 0.787, Explained Variance Score Validation: 0.309 AUC Test: 0.751, Explained Variance Score Test: 0.276 Bootstrap CV 92, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.807, R^2 test: 0.478 Bootstrap CV 92, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.877, R^2 test: 0.486 Bootstrap CV 92, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.918, R^2 test: 0.476 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.986, Explained Variance Score Train: 0.840 AUC Validation: 0.824, Explained Variance Score Validation: 0.464 AUC Test: 0.758, Explained Variance Score Test: 0.233 Bootstrap CV 93, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.719, R^2 test: 0.378 Bootstrap CV 93, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.802, R^2 test: 0.369 Bootstrap CV 93, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.790, R^2 test: 0.345 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.981, Explained Variance Score Train: 0.775 AUC Validation: 0.787, Explained Variance Score Validation: 0.372 AUC Test: 0.746, Explained Variance Score Test: 0.308 Bootstrap CV 89, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.849, R^2 test: 0.173 Bootstrap CV 89, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.910, R^2 test: 0.143 Bootstrap CV 89, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.885, R^2 test: 0.154 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.968, Explained Variance Score Train: 0.832 AUC Validation: 0.695, Explained Variance Score Validation: 0.174 AUC Test: 0.759, Explained Variance Score Test: 0.262 Bootstrap CV 88, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.838, R^2 test: 0.180 Bootstrap CV 88, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.844, R^2 test: 0.213 Bootstrap CV 88, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.871, R^2 test: 0.209 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.973, Explained Variance Score Train: 0.831 AUC Validation: 0.722, Explained Variance Score Validation: 0.214 AUC Test: 0.739, Explained Variance Score Test: 0.252 Bootstrap CV 81, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.792, R^2 test: 0.234 Bootstrap CV 81, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.828, R^2 test: 0.252 Bootstrap CV 81, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.860, R^2 test: 0.251 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.988, Explained Variance Score Train: 0.883 AUC Validation: 0.756, Explained Variance Score Validation: 0.241 AUC Test: 0.759, Explained Variance Score Test: 0.279 Bootstrap CV 84, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.719, R^2 test: 0.192 Bootstrap CV 84, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.729, R^2 test: 0.219 Bootstrap CV 84, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.783, R^2 test: 0.202 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.974, Explained Variance Score Train: 0.753 AUC Validation: 0.748, Explained Variance Score Validation: 0.248 AUC Test: 0.775, Explained Variance Score Test: 0.291 Bootstrap CV 91, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.747, R^2 test: 0.091 Bootstrap CV 91, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.807, R^2 test: 0.107 Bootstrap CV 91, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.805, R^2 test: 0.095 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.963, Explained Variance Score Train: 0.794 AUC Validation: 0.657, Explained Variance Score Validation: 0.139 AUC Test: 0.735, Explained Variance Score Test: 0.246 Bootstrap CV 80, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.841, R^2 test: 0.244 Bootstrap CV 80, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.896, R^2 test: 0.224 Bootstrap CV 80, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.890, R^2 test: 0.232 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.983, Explained Variance Score Train: 0.877 AUC Validation: 0.684, Explained Variance Score Validation: 0.204 AUC Test: 0.737, Explained Variance Score Test: 0.256 Bootstrap CV 94, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.752, R^2 test: 0.123 Bootstrap CV 94, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.810, R^2 test: 0.058 Bootstrap CV 94, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.829, R^2 test: 0.099 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.961, Explained Variance Score Train: 0.804 AUC Validation: 0.710, Explained Variance Score Validation: 0.061 AUC Test: 0.726, Explained Variance Score Test: 0.234 Bootstrap CV 86, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.800, R^2 test: 0.200 Bootstrap CV 86, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.818, R^2 test: 0.188 Bootstrap CV 86, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.866, R^2 test: 0.222 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.973, Explained Variance Score Train: 0.842 AUC Validation: 0.683, Explained Variance Score Validation: 0.238 AUC Test: 0.740, Explained Variance Score Test: 0.231 Bootstrap CV 87, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.855, R^2 test: 0.279 Bootstrap CV 87, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.855, R^2 test: 0.290 Bootstrap CV 87, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.885, R^2 test: 0.326 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.976, Explained Variance Score Train: 0.897 AUC Validation: 0.748, Explained Variance Score Validation: 0.307 AUC Test: 0.744, Explained Variance Score Test: 0.235 Bootstrap CV 90, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.864, R^2 test: 0.122 Bootstrap CV 90, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.919, R^2 test: 0.138 Bootstrap CV 90, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.891, R^2 test: 0.110 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.994, Explained Variance Score Train: 0.894 AUC Validation: 0.616, Explained Variance Score Validation: 0.119 AUC Test: 0.739, Explained Variance Score Test: 0.243 Running batch 7 of 7 with 4 nodes Bootstrap CV 99, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.670, R^2 test: 0.288 Bootstrap CV 99, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.759, R^2 test: 0.281 Bootstrap CV 99, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.810, R^2 test: 0.276 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.959, Explained Variance Score Train: 0.677 AUC Validation: 0.698, Explained Variance Score Validation: 0.278 AUC Test: 0.741, Explained Variance Score Test: 0.242 Bootstrap CV 96, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.566, R^2 test: 0.192 Bootstrap CV 96, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.638, R^2 test: 0.207 Bootstrap CV 96, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.731, R^2 test: 0.184 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.935, Explained Variance Score Train: 0.602 AUC Validation: 0.771, Explained Variance Score Validation: 0.249 AUC Test: 0.761, Explained Variance Score Test: 0.285 Bootstrap CV 97, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.864, R^2 test: -0.003 Bootstrap CV 97, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.917, R^2 test: -0.004 Bootstrap CV 97, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.930, R^2 test: -0.016 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.965, Explained Variance Score Train: 0.815 AUC Validation: 0.624, Explained Variance Score Validation: 0.055 AUC Test: 0.732, Explained Variance Score Test: 0.218 Bootstrap CV 98, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.709, R^2 test: 0.183 Bootstrap CV 98, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.781, R^2 test: 0.210 Bootstrap CV 98, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.807, R^2 test: 0.193 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.992, Explained Variance Score Train: 0.809 AUC Validation: 0.664, Explained Variance Score Validation: 0.205 AUC Test: 0.766, Explained Variance Score Test: 0.276 total Variables 328 and total subjects: 1751 ->AUC validation: 0.721 95% CI: [0.709 , 0.732] ->AUC test: 0.742 95% CI: [0.739 , 0.745] ->R^2 validation: 0.205 95% CI: [0.187 , 0.223] ->R^2 test: 0.248 95% CI: [0.242 , 0.254] ->Explained Variance validation: 0.185 95% CI: [0.166 , 0.204] ->Explained Variance test: 0.237 95% CI: [0.231 , 0.244] Test set metrics: @threshold:1.893, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:1.712, sens:0.036, spec:1.000, ppv:1.000, acc:0.771, f1:0.070, mcc:0.000, total+:3, total-:347 @threshold:1.504, sens:0.048, spec:0.996, ppv:0.800, acc:0.771, f1:0.091, mcc:0.182, total+:5, total-:345 @threshold:1.359, sens:0.060, spec:0.993, ppv:0.714, acc:0.771, f1:0.111, mcc:0.092, total+:7, total-:343 @threshold:1.273, sens:0.072, spec:0.989, ppv:0.667, acc:0.771, f1:0.130, mcc:0.063, total+:9, total-:341 @threshold:1.206, sens:0.096, spec:0.985, ppv:0.667, acc:0.774, f1:0.168, mcc:0.054, total+:12, total-:338 @threshold:1.176, sens:0.108, spec:0.985, ppv:0.692, acc:0.777, f1:0.188, mcc:0.060, total+:13, total-:337 @threshold:0.965, sens:0.133, spec:0.981, ppv:0.688, acc:0.780, f1:0.222, mcc:0.053, total+:16, total-:334 @threshold:0.897, sens:0.145, spec:0.970, ppv:0.600, acc:0.774, f1:0.233, mcc:0.030, total+:20, total-:330 @threshold:0.830, sens:0.169, spec:0.966, ppv:0.609, acc:0.777, f1:0.264, mcc:0.029, total+:23, total-:327 @threshold:0.828, sens:0.181, spec:0.966, ppv:0.625, acc:0.780, f1:0.280, mcc:0.031, total+:24, total-:326 @threshold:0.815, sens:0.205, spec:0.963, ppv:0.630, acc:0.783, f1:0.309, mcc:0.030, total+:27, total-:323 @threshold:0.805, sens:0.217, spec:0.959, ppv:0.621, acc:0.783, f1:0.321, mcc:0.028, total+:29, total-:321 @threshold:0.715, sens:0.265, spec:0.955, ppv:0.647, acc:0.791, f1:0.376, mcc:0.030, total+:34, total-:316 @threshold:0.670, sens:0.277, spec:0.951, ppv:0.639, acc:0.791, f1:0.387, mcc:0.028, total+:36, total-:314 @threshold:0.664, sens:0.277, spec:0.948, ppv:0.622, acc:0.789, f1:0.383, mcc:0.025, total+:37, total-:313 @threshold:0.628, sens:0.289, spec:0.936, ppv:0.585, acc:0.783, f1:0.387, mcc:0.020, total+:41, total-:309 @threshold:0.577, sens:0.301, spec:0.933, ppv:0.581, acc:0.783, f1:0.397, mcc:0.019, total+:43, total-:307 @threshold:0.542, sens:0.313, spec:0.929, ppv:0.578, acc:0.783, f1:0.406, mcc:0.019, total+:45, total-:305 @threshold:0.527, sens:0.313, spec:0.925, ppv:0.565, acc:0.780, f1:0.403, mcc:0.017, total+:46, total-:304 @threshold:0.520, sens:0.325, spec:0.925, ppv:0.574, acc:0.783, f1:0.415, mcc:0.018, total+:47, total-:303 @threshold:0.512, sens:0.325, spec:0.921, ppv:0.562, acc:0.780, f1:0.412, mcc:0.017, total+:48, total-:302 @threshold:0.503, sens:0.337, spec:0.921, ppv:0.571, acc:0.783, f1:0.424, mcc:0.017, total+:49, total-:301 @threshold:0.472, sens:0.373, spec:0.918, ppv:0.585, acc:0.789, f1:0.456, mcc:0.018, total+:53, total-:297 @threshold:0.381, sens:0.386, spec:0.884, ppv:0.508, acc:0.766, f1:0.438, mcc:0.011, total+:63, total-:287 @threshold:0.356, sens:0.398, spec:0.880, ppv:0.508, acc:0.766, f1:0.446, mcc:0.011, total+:65, total-:285 @threshold:0.355, sens:0.410, spec:0.880, ppv:0.515, acc:0.769, f1:0.456, mcc:0.012, total+:66, total-:284 @threshold:0.332, sens:0.434, spec:0.876, ppv:0.522, acc:0.771, f1:0.474, mcc:0.012, total+:69, total-:281 @threshold:0.296, sens:0.446, spec:0.861, ppv:0.500, acc:0.763, f1:0.471, mcc:0.010, total+:74, total-:276 @threshold:0.280, sens:0.470, spec:0.858, ppv:0.506, acc:0.766, f1:0.487, mcc:0.010, total+:77, total-:273 @threshold:0.248, sens:0.482, spec:0.846, ppv:0.494, acc:0.760, f1:0.488, mcc:0.010, total+:81, total-:269 @threshold:0.235, sens:0.482, spec:0.843, ppv:0.488, acc:0.757, f1:0.485, mcc:0.009, total+:82, total-:268 @threshold:0.223, sens:0.494, spec:0.835, ppv:0.482, acc:0.754, f1:0.488, mcc:0.009, total+:85, total-:265 @threshold:0.222, sens:0.494, spec:0.831, ppv:0.477, acc:0.751, f1:0.485, mcc:0.009, total+:86, total-:264 @threshold:0.212, sens:0.506, spec:0.831, ppv:0.483, acc:0.754, f1:0.494, mcc:0.009, total+:87, total-:263 @threshold:0.185, sens:0.506, spec:0.828, ppv:0.477, acc:0.751, f1:0.491, mcc:0.009, total+:88, total-:262 @threshold:0.183, sens:0.518, spec:0.828, ppv:0.483, acc:0.754, f1:0.500, mcc:0.009, total+:89, total-:261 @threshold:0.181, sens:0.518, spec:0.824, ppv:0.478, acc:0.751, f1:0.497, mcc:0.008, total+:90, total-:260 @threshold:0.099, sens:0.530, spec:0.772, ppv:0.419, acc:0.714, f1:0.468, mcc:0.006, total+:105, total-:245 @threshold:0.098, sens:0.530, spec:0.768, ppv:0.415, acc:0.711, f1:0.466, mcc:0.006, total+:106, total-:244 @threshold:0.088, sens:0.542, spec:0.768, ppv:0.421, acc:0.714, f1:0.474, mcc:0.006, total+:107, total-:243 @threshold:0.083, sens:0.542, spec:0.764, ppv:0.417, acc:0.711, f1:0.471, mcc:0.006, total+:108, total-:242 @threshold:0.048, sens:0.554, spec:0.742, ppv:0.400, acc:0.697, f1:0.465, mcc:0.005, total+:115, total-:235 @threshold:0.045, sens:0.554, spec:0.738, ppv:0.397, acc:0.694, f1:0.462, mcc:0.005, total+:116, total-:234 @threshold:0.040, sens:0.566, spec:0.738, ppv:0.402, acc:0.697, f1:0.470, mcc:0.005, total+:117, total-:233 @threshold:0.038, sens:0.566, spec:0.734, ppv:0.398, acc:0.694, f1:0.468, mcc:0.005, total+:118, total-:232 @threshold:0.018, sens:0.578, spec:0.715, ppv:0.387, acc:0.683, f1:0.464, mcc:0.004, total+:124, total-:226 @threshold:0.018, sens:0.578, spec:0.712, ppv:0.384, acc:0.680, f1:0.462, mcc:0.004, total+:125, total-:225 @threshold:0.013, sens:0.590, spec:0.708, ppv:0.386, acc:0.680, f1:0.467, mcc:0.004, total+:127, total-:223 @threshold:0.003, sens:0.602, spec:0.704, ppv:0.388, acc:0.680, f1:0.472, mcc:0.004, total+:129, total-:221 @threshold:-0.050, sens:0.614, spec:0.674, ppv:0.370, acc:0.660, f1:0.462, mcc:0.004, total+:138, total-:212 @threshold:-0.051, sens:0.614, spec:0.670, ppv:0.367, acc:0.657, f1:0.459, mcc:0.004, total+:139, total-:211 @threshold:-0.060, sens:0.627, spec:0.667, ppv:0.369, acc:0.657, f1:0.464, mcc:0.004, total+:141, total-:209 @threshold:-0.071, sens:0.639, spec:0.663, ppv:0.371, acc:0.657, f1:0.469, mcc:0.004, total+:143, total-:207 @threshold:-0.071, sens:0.651, spec:0.663, ppv:0.375, acc:0.660, f1:0.476, mcc:0.004, total+:144, total-:206 @threshold:-0.083, sens:0.651, spec:0.659, ppv:0.372, acc:0.657, f1:0.474, mcc:0.004, total+:145, total-:205 @threshold:-0.084, sens:0.663, spec:0.659, ppv:0.377, acc:0.660, f1:0.480, mcc:0.004, total+:146, total-:204 @threshold:-0.100, sens:0.675, spec:0.655, ppv:0.378, acc:0.660, f1:0.485, mcc:0.004, total+:148, total-:202 @threshold:-0.108, sens:0.687, spec:0.648, ppv:0.377, acc:0.657, f1:0.487, mcc:0.004, total+:151, total-:199 @threshold:-0.110, sens:0.687, spec:0.644, ppv:0.375, acc:0.654, f1:0.485, mcc:0.004, total+:152, total-:198 @threshold:-0.147, sens:0.699, spec:0.633, ppv:0.372, acc:0.649, f1:0.485, mcc:0.004, total+:156, total-:194 @threshold:-0.170, sens:0.723, spec:0.629, ppv:0.377, acc:0.651, f1:0.496, mcc:0.004, total+:159, total-:191 @threshold:-0.174, sens:0.735, spec:0.629, ppv:0.381, acc:0.654, f1:0.502, mcc:0.004, total+:160, total-:190 @threshold:-0.177, sens:0.747, spec:0.625, ppv:0.383, acc:0.654, f1:0.506, mcc:0.004, total+:162, total-:188 @threshold:-0.200, sens:0.759, spec:0.603, ppv:0.373, acc:0.640, f1:0.500, mcc:0.004, total+:169, total-:181 @threshold:-0.205, sens:0.759, spec:0.599, ppv:0.371, acc:0.637, f1:0.498, mcc:0.004, total+:170, total-:180 @threshold:-0.208, sens:0.771, spec:0.599, ppv:0.374, acc:0.640, f1:0.504, mcc:0.004, total+:171, total-:179 @threshold:-0.215, sens:0.771, spec:0.596, ppv:0.372, acc:0.637, f1:0.502, mcc:0.004, total+:172, total-:178 @threshold:-0.217, sens:0.783, spec:0.596, ppv:0.376, acc:0.640, f1:0.508, mcc:0.004, total+:173, total-:177 @threshold:-0.220, sens:0.783, spec:0.592, ppv:0.374, acc:0.637, f1:0.506, mcc:0.004, total+:174, total-:176 @threshold:-0.224, sens:0.795, spec:0.588, ppv:0.375, acc:0.637, f1:0.510, mcc:0.004, total+:176, total-:174 @threshold:-0.225, sens:0.795, spec:0.584, ppv:0.373, acc:0.634, f1:0.508, mcc:0.004, total+:177, total-:173 @threshold:-0.235, sens:0.807, spec:0.581, ppv:0.374, acc:0.634, f1:0.511, mcc:0.004, total+:179, total-:171 @threshold:-0.239, sens:0.807, spec:0.577, ppv:0.372, acc:0.631, f1:0.510, mcc:0.004, total+:180, total-:170 @threshold:-0.240, sens:0.819, spec:0.577, ppv:0.376, acc:0.634, f1:0.515, mcc:0.004, total+:181, total-:169 @threshold:-0.241, sens:0.819, spec:0.573, ppv:0.374, acc:0.631, f1:0.513, mcc:0.004, total+:182, total-:168 @threshold:-0.259, sens:0.831, spec:0.566, ppv:0.373, acc:0.629, f1:0.515, mcc:0.004, total+:185, total-:165 @threshold:-0.265, sens:0.843, spec:0.562, ppv:0.374, acc:0.629, f1:0.519, mcc:0.004, total+:187, total-:163 @threshold:-0.270, sens:0.855, spec:0.547, ppv:0.370, acc:0.620, f1:0.516, mcc:0.004, total+:192, total-:158 @threshold:-0.270, sens:0.855, spec:0.543, ppv:0.368, acc:0.617, f1:0.514, mcc:0.004, total+:193, total-:157 @threshold:-0.270, sens:0.867, spec:0.539, ppv:0.369, acc:0.617, f1:0.518, mcc:0.004, total+:195, total-:155 @threshold:-0.287, sens:0.867, spec:0.502, ppv:0.351, acc:0.589, f1:0.500, mcc:0.004, total+:205, total-:145 @threshold:-0.294, sens:0.867, spec:0.498, ppv:0.350, acc:0.586, f1:0.498, mcc:0.003, total+:206, total-:144 @threshold:-0.307, sens:0.880, spec:0.472, ppv:0.341, acc:0.569, f1:0.492, mcc:0.003, total+:214, total-:136 @threshold:-0.308, sens:0.880, spec:0.468, ppv:0.340, acc:0.566, f1:0.490, mcc:0.003, total+:215, total-:135 @threshold:-0.321, sens:0.892, spec:0.453, ppv:0.336, acc:0.557, f1:0.488, mcc:0.003, total+:220, total-:130 @threshold:-0.325, sens:0.892, spec:0.449, ppv:0.335, acc:0.554, f1:0.487, mcc:0.003, total+:221, total-:129 @threshold:-0.379, sens:0.904, spec:0.382, ppv:0.312, acc:0.506, f1:0.464, mcc:0.003, total+:240, total-:110 @threshold:-0.387, sens:0.916, spec:0.378, ppv:0.314, acc:0.506, f1:0.468, mcc:0.003, total+:242, total-:108 @threshold:-0.397, sens:0.928, spec:0.378, ppv:0.317, acc:0.509, f1:0.472, mcc:0.003, total+:243, total-:107 @threshold:-0.397, sens:0.928, spec:0.375, ppv:0.316, acc:0.506, f1:0.471, mcc:0.003, total+:244, total-:106 @threshold:-0.397, sens:0.940, spec:0.375, ppv:0.318, acc:0.509, f1:0.476, mcc:0.003, total+:245, total-:105 @threshold:-0.404, sens:0.940, spec:0.371, ppv:0.317, acc:0.506, f1:0.474, mcc:0.003, total+:246, total-:104 @threshold:-0.431, sens:0.952, spec:0.337, ppv:0.309, acc:0.483, f1:0.466, mcc:0.003, total+:256, total-:94 @threshold:-0.432, sens:0.952, spec:0.333, ppv:0.307, acc:0.480, f1:0.465, mcc:0.003, total+:257, total-:93 @threshold:-0.476, sens:0.964, spec:0.270, ppv:0.291, acc:0.434, f1:0.447, mcc:0.002, total+:275, total-:75 @threshold:-0.478, sens:0.964, spec:0.266, ppv:0.290, acc:0.431, f1:0.446, mcc:0.002, total+:276, total-:74 @threshold:-0.537, sens:0.976, spec:0.202, ppv:0.276, acc:0.386, f1:0.430, mcc:0.002, total+:294, total-:56 @threshold:-0.538, sens:0.976, spec:0.199, ppv:0.275, acc:0.383, f1:0.429, mcc:0.002, total+:295, total-:55 @threshold:-0.561, sens:0.988, spec:0.172, ppv:0.271, acc:0.366, f1:0.425, mcc:0.002, total+:303, total-:47 @threshold:-0.571, sens:0.988, spec:0.169, ppv:0.270, acc:0.363, f1:0.424, mcc:0.002, total+:304, total-:46 @threshold:-1.029, sens:1.000, spec:0.004, ppv:0.238, acc:0.240, f1:0.384, mcc:0.002, total+:349, total-:1 * Vital: BMI-latest | coef 0.012 95% CI: [0.011 , 0.013] | OR_adj 1.012 [1.011 1.013] | occ: 1672 | OR_unadj: 4.483 [3.496 5.747] | indivs AUC:0.731 Correlated most with: Diagnosis:9ccs95:Oth nerv dx:-0.085 Diagnosis:9ccs128:Asthma:0.083 Diagnosis:9ccs138:Esophgeal dx:-0.071 Diagnosis:9ccs243:Poisn nonmed:0.063 Newborn Diagnosis:9ccs191:Amnios dx:0.056 Diagnosis:9ccs133:Oth low resp:0.053 MatDeliveryAge:-0.053 Diagnosis:9ccs58:Ot nutrit dx:0.053 Diagnosis:9ccs246:FUO:0.052 Lab:297262 HEMOGLOBIN (HEMOCUE):0.050 Vital: Temp-avg10to13 | coef 0.010 95% CI: [0.009 , 0.012] | OR_adj 1.010 [1.009 1.012] | occ: 1421 | OR_unadj: 1.209 [0.963 1.519] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs92:Otitis media:0.139 Diagnosis:9ccs126:Ot up rsp in:0.109 Number of Visits:0.096 Diagnosis:9ccs154:Gastroent:-0.081 Newborn Diagnosis:9ccs223:Birth trauma:0.067 Diagnosis:9ccs124:Tonsillitis:0.064 Diagnosis:9ccs4:Mycoses:0.062 Diagnosis:9ccs59:Anemia:-0.060 Diagnosis:9ccs134:Ot uppr resp:0.059 Diagnosis:9ccs251:Abdomnl pain:0.058 * Vital: BMI-avg16to19 | coef 0.010 95% CI: [0.008 , 0.012] | OR_adj 1.010 [1.008 1.012] | occ: 1293 | OR_unadj: 3.189 [2.527 4.025] | indivs AUC:0.723 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.066 Diagnosis:9ccs143:Abdom hernia:0.062 MatDeliveryAge:-0.057 Diagnosis:9ccs246:FUO:0.053 Diagnosis:9ccs208:Acq foot def:0.050 Diagnosis:9ccs209:Ot acq defor:0.050 Diagnosis:9ccs47:Ot bnign neo:-0.048 Diagnosis:9ccs7:Viral infect:-0.048 Diagnosis:9ccs138:Esophgeal dx:-0.046 Diagnosis:9ccs257:Ot aftercare:-0.046 Vital: Temp-avg1to3 | coef 0.010 95% CI: [0.008 , 0.011] | OR_adj 1.010 [1.008 1.011] | occ: 1377 | OR_unadj: 1.065 [0.826 1.373] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs257:Ot aftercare:-0.106 Diagnosis:9ccs7:Viral infect:-0.100 Diagnosis:9ccs134:Ot uppr resp:0.086 Diagnosis:9ccs10:Immuniz/scrn:-0.086 Diagnosis:9ccs124:Tonsillitis:0.067 Newborn Diagnosis:9ccs223:Birth trauma:0.065 Diagnosis:9ccs255:Social admin:-0.064 Diagnosis:9ccs200:Oth skin dx:-0.061 Diagnosis:9ccs125:Bronchitis:-0.058 MatDeliveryAge:-0.055 Vital: Temp-avg5to7 | coef 0.009 95% CI: [0.008 , 0.011] | OR_adj 1.010 [1.008 1.011] | occ: 1371 | OR_unadj: 1.070 [0.850 1.347] | indivs AUC:0.527 Correlated most with: Diagnosis:9ccs122:Pneumonia:0.081 Diagnosis:9ccs134:Ot uppr resp:0.071 Diagnosis:9ccs92:Otitis media:0.068 Number of Visits:0.063 Diagnosis:9ccs211:Ot conn tiss:0.060 Diagnosis:9ccs126:Ot up rsp in:0.060 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.058 Diagnosis:9ccs213:Cardiac anom:-0.056 Diagnosis:9ccs94:Other ear dx:0.056 Diagnosis:9ccs259:Unclassified:-0.053 * Vital: BMI-gain0to3 | coef 0.009 95% CI: [0.007 , 0.011] | OR_adj 1.009 [1.007 1.011] | occ: 1416 | OR_unadj: 1.282 [1.019 1.613] | indivs AUC:0.549 Correlated most with: Diagnosis:9ccs8:Oth infectns:0.058 Diagnosis:9ccs140:Gastritis:0.053 Newborn Diagnosis:9ccs219:Low birth wt:0.050 Diagnosis:9ccs2:Septicemia:0.049 Diagnosis:9ccs216:Nerv cong an:-0.047 Diagnosis:9ccs124:Tonsillitis:-0.046 Diagnosis:9ccs234:Crush injury:0.043 Diagnosis:9ccs251:Abdomnl pain:-0.042 Diagnosis:9ccs74:Ot mentl cnd:-0.039 Newborn Diagnosis:9ccs221:Resp distres:0.038 Number of Visits | coef 0.009 95% CI: [0.008 , 0.010] | OR_adj 1.009 [1.008 1.010] | occ: 1696 | OR_unadj: 0.956 [0.759 1.205] | indivs AUC:0.444 Correlated most with: Number of Visits:1.000 Diagnosis:9ccs126:Ot up rsp in:0.440 Diagnosis:9ccs7:Viral infect:0.408 Diagnosis:9ccs92:Otitis media:0.404 Diagnosis:9ccs257:Ot aftercare:0.371 Diagnosis:9ccs155:Other GI dx:0.323 Diagnosis:9ccs133:Oth low resp:0.321 Diagnosis:9ccs128:Asthma:0.320 Diagnosis:9ccs253:Allergy:0.299 Diagnosis:9ccs135:Intest infct:0.295 * Vital: Ht-avg10to13 | coef 0.009 95% CI: [0.005 , 0.012] | OR_adj 1.009 [1.005 1.012] | occ: 1403 | OR_unadj: 1.702 [1.355 2.140] | indivs AUC:0.575 Correlated most with: Diagnosis:9ccs246:FUO:0.117 Newborn Diagnosis:9ccs219:Low birth wt:-0.106 Diagnosis:9ccs219:Low birth wt:-0.085 Diagnosis:9ccs2:Septicemia:0.068 Newborn Diagnosis:9ccs253:Allergy:-0.063 Diagnosis:9ccs223:Birth trauma:0.063 Diagnosis:9ccs200:Oth skin dx:0.063 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.061 Newborn Diagnosis:9ccs223:Birth trauma:0.056 Diagnosis:9ccs166:Oth male gen:-0.056 Vital: Wt for Length ZScore-gain7to13 | coef 0.008 95% CI: [0.007 , 0.010] | OR_adj 1.009 [1.007 1.010] | occ: 1479 | OR_unadj: 1.133 [0.902 1.422] | indivs AUC:0.580 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:0.070 Newborn Diagnosis:9ccs218:Liveborn:-0.068 Diagnosis:9ccs258:Other screen:-0.059 Newborn Diagnosis:9ccs0:No DX:0.057 Diagnosis:9ccs113:Late eff CVD:0.057 Diagnosis:9ccs125:Bronchitis:0.050 Diagnosis:9ccs137:Mouth dx:-0.049 Lab:297262 HEMOGLOBIN (HEMOCUE):0.048 Diagnosis:9ccs2603:E Codes: Fall:-0.048 Diagnosis:9ccs55:Fluid/elc dx:-0.044 * Vital: Wt-gain16to24 | coef 0.008 95% CI: [0.007 , 0.010] | OR_adj 1.008 [1.007 1.010] | occ: 1468 | OR_unadj: 1.821 [1.385 2.394] | indivs AUC:0.589 Correlated most with: Number of Visits:-0.109 Diagnosis:9ccs126:Ot up rsp in:-0.074 Diagnosis:9ccs259:Unclassified:-0.058 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.058 Diagnosis:9ccs125:Bronchitis:-0.057 Diagnosis:9ccs7:Viral infect:-0.054 Diagnosis:9ccs257:Ot aftercare:-0.053 Diagnosis:9ccs135:Intest infct:-0.051 Diagnosis:9ccs113:Late eff CVD:0.049 Diagnosis:9ccs138:Esophgeal dx:-0.047 Vital: Temp-avg7to10 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1385 | OR_unadj: 1.015 [0.714 1.445] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.219 Diagnosis:9ccs255:Social admin:-0.172 Diagnosis:9ccs257:Ot aftercare:-0.140 Diagnosis:9ccs7:Viral infect:-0.138 Diagnosis:9ccs126:Ot up rsp in:-0.136 Diagnosis:9ccs125:Bronchitis:-0.086 Number of Visits:-0.081 Newborn Diagnosis:9ccs253:Allergy:-0.072 Diagnosis:9ccs217:Ot cong anom:-0.065 Diagnosis:9ccs163:Other GU dx:0.061 Vital: Temp-avg0to1 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1328 | OR_unadj: 1.360 [0.970 1.906] | indivs AUC:0.573 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.159 Diagnosis:9ccs255:Social admin:-0.118 Diagnosis:9ccs95:Oth nerv dx:-0.116 Diagnosis:9ccs76:Meningitis:-0.098 Diagnosis:9ccs7:Viral infect:-0.093 Diagnosis:9ccs166:Oth male gen:-0.083 Diagnosis:9ccs198:Ot infl skin:-0.076 Diagnosis:9ccs257:Ot aftercare:-0.074 Diagnosis:9ccs125:Bronchitis:-0.071 Diagnosis:9ccs128:Asthma:-0.068 * Vital: Wt for Length ZScore-gain3to7 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1470 | OR_unadj: 1.423 [1.134 1.786] | indivs AUC:0.554 Correlated most with: Number of Visits:0.099 Diagnosis:9ccs125:Bronchitis:0.068 Diagnosis:9ccs258:Other screen:0.060 Diagnosis:9ccs94:Other ear dx:0.054 Newborn Diagnosis:9ccs94:Other ear dx:0.053 Diagnosis:9ccs251:Abdomnl pain:0.052 Diagnosis:9ccs126:Ot up rsp in:0.052 MatDeliveryAge:-0.051 Diagnosis:9ccs257:Ot aftercare:0.048 Diagnosis:9ccs209:Ot acq defor:0.047 Vital: Wt-gain1to5 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1472 | OR_unadj: 0.993 [0.790 1.247] | indivs AUC:0.522 Correlated most with: Number of Visits:0.182 Diagnosis:9ccs126:Ot up rsp in:0.129 Diagnosis:9ccs257:Ot aftercare:0.090 Lab:297275 STREP RAPID TEST (POCT):-0.085 Diagnosis:9ccs212:Ot bone dx:-0.063 Diagnosis:9ccs92:Otitis media:0.061 Diagnosis:9ccs7:Viral infect:0.056 Newborn Diagnosis:9ccs219:Low birth wt:0.051 Diagnosis:9ccs138:Esophgeal dx:-0.047 Diagnosis:9ccs135:Intest infct:0.046 * Vital: Wt Percentile-latest | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1034 | OR_unadj: 2.653 [2.104 3.345] | indivs AUC:0.695 Correlated most with: Diagnosis:9ccs128:Asthma:0.091 Diagnosis:9ccs136:Teeth dx:-0.070 Diagnosis:9ccs154:Gastroent:-0.068 Newborn Diagnosis:9ccs253:Allergy:-0.065 Diagnosis:9ccs59:Anemia:-0.057 Newborn Diagnosis:9ccs191:Amnios dx:0.057 Diagnosis:9ccs216:Nerv cong an:-0.054 MatDeliveryAge:-0.051 Diagnosis:9ccs209:Ot acq defor:0.049 Diagnosis:9ccs95:Oth nerv dx:-0.049 * Vital: Wt-latest | coef 0.008 95% CI: [0.006 , 0.010] | OR_adj 1.008 [1.006 1.010] | occ: 1677 | OR_unadj: 4.020 [3.127 5.168] | indivs AUC:0.703 Correlated most with: Number of Visits:0.362 Diagnosis:9ccs126:Ot up rsp in:0.282 Diagnosis:9ccs92:Otitis media:0.237 Diagnosis:9ccs10:Immuniz/scrn:0.219 Diagnosis:9ccs128:Asthma:0.149 Diagnosis:9ccs257:Ot aftercare:0.137 Diagnosis:9ccs7:Viral infect:0.137 Diagnosis:9ccs125:Bronchitis:0.134 Diagnosis:9ccs135:Intest infct:0.133 Diagnosis:9ccs122:Pneumonia:0.116 Vital: Wt Percentile-gain16to24 | coef 0.008 95% CI: [0.006 , 0.010] | OR_adj 1.008 [1.006 1.010] | occ: 963 | OR_unadj: 0.991 [0.728 1.347] | indivs AUC:0.550 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.089 Number of Visits:-0.084 Diagnosis:9ccs143:Abdom hernia:-0.079 Diagnosis:9ccs4:Mycoses:-0.071 Diagnosis:9ccs135:Intest infct:-0.070 Diagnosis:9ccs127:COPD:-0.064 Diagnosis:9ccs136:Teeth dx:-0.056 Diagnosis:9ccs240:Burns:-0.056 Diagnosis:9ccs122:Pneumonia:-0.051 Diagnosis:9ccs155:Other GI dx:-0.050 * Vital: Wt-avg0to1 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1356 | OR_unadj: 1.489 [1.184 1.873] | indivs AUC:0.573 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.352 Diagnosis:9ccs219:Low birth wt:-0.282 Lab:297262 HEMOGLOBIN (HEMOCUE):0.131 Newborn Diagnosis:9ccs221:Resp distres:-0.123 Newborn Diagnosis:9ccs222:Perint jaund:-0.114 Newborn Diagnosis:9ccs253:Allergy:-0.105 Newborn Diagnosis:9ccs256:Exam/eval:-0.095 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.095 Diagnosis:9ccs198:Ot infl skin:0.075 Diagnosis:9ccs216:Nerv cong an:-0.073 * Vital: Wt-gain3to7 | coef 0.008 95% CI: [0.006 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1487 | OR_unadj: 1.284 [1.021 1.614] | indivs AUC:0.520 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.097 Diagnosis:9ccs92:Otitis media:0.091 Number of Visits:0.090 Diagnosis:9ccs127:COPD:0.078 Diagnosis:9ccs212:Ot bone dx:0.073 Diagnosis:9ccs122:Pneumonia:0.066 Diagnosis:9ccs113:Late eff CVD:0.065 Diagnosis:9ccs222:Perint jaund:-0.064 Diagnosis:9ccs200:Oth skin dx:-0.064 Diagnosis:9ccs128:Asthma:0.064 Vital: Temp-latest | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1676 | OR_unadj: 1.157 [0.921 1.453] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:0.083 Diagnosis:9ccs124:Tonsillitis:0.081 Diagnosis:9ccs154:Gastroent:-0.079 Diagnosis:9ccs92:Otitis media:0.064 Diagnosis:9ccs126:Ot up rsp in:0.062 Diagnosis:9ccs151:Oth liver dx:-0.062 Diagnosis:9ccs239:Superfic inj:-0.059 Diagnosis:9ccs166:Oth male gen:-0.058 Diagnosis:9ccs96:Hrt valve dx:0.054 Diagnosis:9ccs91:Other eye dx:0.050 Vital: Temp-avg3to5 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1345 | OR_unadj: 1.059 [0.839 1.337] | indivs AUC:0.533 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:-0.083 Diagnosis:9ccs7:Viral infect:-0.078 Diagnosis:9ccs155:Other GI dx:0.068 Newborn Diagnosis:9ccs213:Cardiac anom:-0.062 Newborn Diagnosis:9ccs0:No DX:-0.059 Diagnosis:9ccs256:Exam/eval:0.057 Diagnosis:9ccs258:Other screen:-0.054 Diagnosis:9ccs2:Septicemia:0.050 Diagnosis:9ccs124:Tonsillitis:0.049 Diagnosis:9ccs198:Ot infl skin:-0.048 Vital: Wt for Length ZScore-gain5to10 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1486 | OR_unadj: 1.088 [0.866 1.367] | indivs AUC:0.520 Correlated most with: Diagnosis:9ccs123:Influenza:0.095 Lab:292495 LEAD LEVEL - Sunrise:0.059 Newborn Diagnosis:9ccs218:Liveborn:0.057 Diagnosis:9ccs211:Ot conn tiss:0.053 Diagnosis:9ccs222:Perint jaund:-0.050 Diagnosis:9ccs246:FUO:0.050 Diagnosis:9ccs223:Birth trauma:0.048 Diagnosis:9ccs128:Asthma:0.047 Newborn Diagnosis:9ccs253:Allergy:-0.047 Diagnosis:9ccs10:Immuniz/scrn:-0.042 Vital: Temp-avg13to16 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1321 | OR_unadj: 1.104 [0.599 2.033] | indivs AUC:0.549 Correlated most with: Newborn Diagnosis:9ccs95:Oth nerv dx:-0.267 Number of Visits:-0.231 Diagnosis:9ccs255:Social admin:-0.178 Diagnosis:9ccs126:Ot up rsp in:-0.170 Diagnosis:9ccs10:Immuniz/scrn:-0.169 Diagnosis:9ccs257:Ot aftercare:-0.159 Diagnosis:9ccs7:Viral infect:-0.159 Diagnosis:9ccs90:Eye infectn:-0.129 Diagnosis:9ccs95:Oth nerv dx:-0.124 Diagnosis:9ccs244:Other injury:-0.119 Vital: HC-gain0to3 | coef 0.008 95% CI: [0.006 , 0.009] | OR_adj 1.008 [1.006 1.009] | occ: 1344 | OR_unadj: 1.162 [0.915 1.474] | indivs AUC:0.517 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:-0.064 Diagnosis:9ccs240:Burns:-0.059 Diagnosis:9ccs200:Oth skin dx:0.057 Diagnosis:9ccs134:Ot uppr resp:-0.050 Diagnosis:9ccs62:Coag/hemr dx:-0.048 Diagnosis:9ccs257:Ot aftercare:0.047 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.047 Diagnosis:9ccs2:Septicemia:0.045 Diagnosis:9ccs208:Acq foot def:0.041 Diagnosis:9ccs7:Viral infect:0.040 Vital: Wt for Length ZScore-gain1to5 | coef 0.007 95% CI: [0.007 , 0.008] | OR_adj 1.007 [1.007 1.008] | occ: 1421 | OR_unadj: 1.022 [0.812 1.287] | indivs AUC:0.481 Correlated most with: Diagnosis:9ccs198:Ot infl skin:-0.081 Newborn Diagnosis:9ccs221:Resp distres:0.081 Newborn Diagnosis:9ccs219:Low birth wt:0.080 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.079 Diagnosis:9ccs59:Anemia:0.076 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.073 Diagnosis:9ccs154:Gastroent:-0.071 Number of Visits:-0.066 Diagnosis:9ccs223:Birth trauma:-0.059 Diagnosis:9ccs209:Ot acq defor:-0.059 * Vital: Wt-avg1to3 | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 1388 | OR_unadj: 1.947 [1.549 2.448] | indivs AUC:0.580 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.301 Diagnosis:9ccs219:Low birth wt:-0.233 Newborn Diagnosis:9ccs221:Resp distres:-0.122 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117 Newborn Diagnosis:9ccs222:Perint jaund:-0.116 Newborn Diagnosis:9ccs253:Allergy:-0.104 Lab:297262 HEMOGLOBIN (HEMOCUE):0.103 Diagnosis:9ccs138:Esophgeal dx:-0.093 Newborn Diagnosis:9ccs256:Exam/eval:-0.078 Diagnosis:9ccs159:UTI:0.071 * Vital: BMI-avg5to7 | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 1341 | OR_unadj: 1.832 [1.456 2.305] | indivs AUC:0.633 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.097 Diagnosis:9ccs128:Asthma:0.092 Diagnosis:9ccs95:Oth nerv dx:-0.086 Diagnosis:9ccs143:Abdom hernia:0.085 Diagnosis:9ccs59:Anemia:0.068 Diagnosis:9ccs92:Otitis media:0.058 Newborn Diagnosis:9ccs218:Liveborn:0.058 Newborn Diagnosis:9ccs0:No DX:-0.056 Newborn Diagnosis:9ccs191:Amnios dx:0.051 Newborn Diagnosis:9ccs223:Birth trauma:-0.050 * Vital: Wt-gain13to19 | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 1448 | OR_unadj: 1.720 [1.369 2.161] | indivs AUC:0.588 Correlated most with: Diagnosis:9ccs243:Poisn nonmed:0.065 Diagnosis:9ccs259:Unclassified:0.051 Diagnosis:9ccs223:Birth trauma:-0.051 Diagnosis:9ccs217:Ot cong anom:0.044 Diagnosis:9ccs127:COPD:0.038 Newborn Diagnosis:9ccs259:Unclassified:-0.038 Diagnosis:9ccs234:Crush injury:-0.038 Newborn Diagnosis:9ccs223:Birth trauma:-0.037 Diagnosis:9ccs95:Oth nerv dx:-0.037 Diagnosis:9ccs244:Other injury:0.036 * Vital: BMI-avg0to1 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1349 | OR_unadj: 1.526 [1.213 1.918] | indivs AUC:0.584 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.268 Diagnosis:9ccs219:Low birth wt:-0.212 Newborn Diagnosis:9ccs221:Resp distres:-0.094 Newborn Diagnosis:9ccs222:Perint jaund:-0.092 Lab:297262 HEMOGLOBIN (HEMOCUE):0.090 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.077 Newborn Diagnosis:9ccs256:Exam/eval:-0.072 Diagnosis:9ccs216:Nerv cong an:-0.071 Diagnosis:9ccs198:Ot infl skin:0.069 Diagnosis:9ccs259:Unclassified:-0.060 * Vital: Wt-gain7to13 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1496 | OR_unadj: 1.701 [1.338 2.162] | indivs AUC:0.561 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:0.078 Lab:292495 LEAD LEVEL - Sunrise:-0.070 Diagnosis:9ccs59:Anemia:0.068 Diagnosis:9ccs257:Ot aftercare:-0.054 Diagnosis:9ccs133:Oth low resp:-0.051 Diagnosis:9ccs10:Immuniz/scrn:-0.050 Diagnosis:9ccs155:Other GI dx:-0.047 Diagnosis:9ccs251:Abdomnl pain:-0.045 Diagnosis:9ccs151:Oth liver dx:-0.043 Diagnosis:9ccs55:Fluid/elc dx:0.043 Vital: HR-latest | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 1040 | OR_unadj: 1.213 [0.939 1.565] | indivs AUC:0.496 Correlated most with: Number of Visits:-0.082 Diagnosis:9ccs124:Tonsillitis:-0.063 Diagnosis:9ccs127:COPD:-0.063 Diagnosis:9ccs96:Hrt valve dx:-0.062 Diagnosis:9ccs117:Ot circul dx:-0.061 Diagnosis:9ccs128:Asthma:-0.058 Diagnosis:9ccs253:Allergy:-0.055 Diagnosis:9ccs89:Blindness:-0.055 Diagnosis:9ccs251:Abdomnl pain:-0.053 Diagnosis:9ccs10:Immuniz/scrn:0.048 Vital: Temp-avg16to19 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1323 | OR_unadj: 0.807 [0.561 1.162] | indivs AUC:0.512 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.158 Diagnosis:9ccs255:Social admin:-0.148 Number of Visits:-0.135 Diagnosis:9ccs239:Superfic inj:-0.112 Diagnosis:9ccs126:Ot up rsp in:-0.111 Diagnosis:9ccs240:Burns:-0.093 Diagnosis:9ccs257:Ot aftercare:-0.092 Diagnosis:9ccs258:Other screen:-0.086 Diagnosis:9ccs90:Eye infectn:-0.082 Diagnosis:9ccs133:Oth low resp:-0.081 MatDeliveryAge | coef 0.007 95% CI: [0.007 , 0.008] | OR_adj 1.007 [1.007 1.008] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.529 Correlated most with: MatDeliveryAge:1.000 Newborn Diagnosis:9ccs259:Unclassified:0.132 Number of Visits:0.107 Diagnosis:9ccs239:Superfic inj:0.080 Diagnosis:9ccs123:Influenza:0.062 Diagnosis:9ccs74:Ot mentl cnd:0.062 Diagnosis:9ccs90:Eye infectn:0.059 Diagnosis:9ccs133:Oth low resp:0.056 Diagnosis:9ccs95:Oth nerv dx:0.054 Diagnosis:9ccs117:Ot circul dx:0.054 Vital: Wt-gain5to10 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1472 | OR_unadj: 1.156 [0.922 1.450] | indivs AUC:0.577 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:-0.080 Diagnosis:9ccs259:Unclassified:-0.076 Newborn Diagnosis:9ccs0:No DX:0.066 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.064 Diagnosis:9ccs92:Otitis media:0.059 Diagnosis:9ccs257:Ot aftercare:0.058 Number of Visits:0.058 Diagnosis:9ccs222:Perint jaund:-0.054 Diagnosis:9ccs197:Skin infectn:-0.049 Lab:294147 FREE T4 - LMC:0.043 Vital: BMI-gain1to5 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1461 | OR_unadj: 0.988 [0.787 1.241] | indivs AUC:0.502 Correlated most with: Number of Visits:0.153 Diagnosis:9ccs126:Ot up rsp in:0.121 Diagnosis:9ccs257:Ot aftercare:0.076 Lab:297275 STREP RAPID TEST (POCT):-0.069 Newborn Diagnosis:9ccs219:Low birth wt:0.057 Diagnosis:9ccs212:Ot bone dx:-0.055 Diagnosis:9ccs96:Hrt valve dx:0.055 Diagnosis:9ccs92:Otitis media:0.054 Diagnosis:9ccs138:Esophgeal dx:-0.054 Diagnosis:9ccs124:Tonsillitis:0.046 Vital: Wt-gain10to16 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1466 | OR_unadj: 0.865 [0.679 1.104] | indivs AUC:0.519 Correlated most with: Diagnosis:9ccs92:Otitis media:0.070 Number of Visits:0.068 Lab:292495 LEAD LEVEL - Sunrise:0.067 Diagnosis:9ccs243:Poisn nonmed:-0.060 Diagnosis:9ccs90:Eye infectn:0.052 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.049 Diagnosis:9ccs251:Abdomnl pain:0.045 Diagnosis:9ccs125:Bronchitis:0.045 Diagnosis:9ccs155:Other GI dx:0.045 Newborn Diagnosis:9ccs223:Birth trauma:0.044 Vital: Temp-avg19to24 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1411 | OR_unadj: 1.141 [0.859 1.515] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs113:Late eff CVD:-0.094 Diagnosis:9ccs239:Superfic inj:-0.084 Diagnosis:9ccs10:Immuniz/scrn:-0.083 Diagnosis:9ccs217:Ot cong anom:-0.075 Diagnosis:9ccs58:Ot nutrit dx:-0.073 Diagnosis:9ccs255:Social admin:-0.071 Diagnosis:9ccs257:Ot aftercare:-0.054 Diagnosis:9ccs243:Poisn nonmed:-0.048 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.046 Diagnosis:9ccs74:Ot mentl cnd:-0.045 Vital: Wt for Length ZScore-gain10to16 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1500 | OR_unadj: 1.181 [0.941 1.483] | indivs AUC:0.515 Correlated most with: Newborn Diagnosis:9ccs95:Oth nerv dx:0.054 Diagnosis:9ccs113:Late eff CVD:-0.054 Diagnosis:9ccs8:Oth infectns:0.053 Diagnosis:9ccs125:Bronchitis:-0.046 Diagnosis:9ccs256:Exam/eval:0.045 Lab:292495 LEAD LEVEL - Sunrise:-0.044 Diagnosis:9ccs147:Anal/rectal:0.044 Diagnosis:9ccs165:Inf male gen:-0.044 Diagnosis:9ccs96:Hrt valve dx:0.043 Diagnosis:9ccs215:gu cong anom:0.043 * Vital: Wt-gain0to3 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1425 | OR_unadj: 1.462 [1.162 1.839] | indivs AUC:0.534 Correlated most with: Diagnosis:9ccs216:Nerv cong an:-0.067 Diagnosis:9ccs8:Oth infectns:0.064 Diagnosis:9ccs2:Septicemia:0.062 Diagnosis:9ccs159:UTI:0.057 Diagnosis:9ccs74:Ot mentl cnd:-0.053 Diagnosis:9ccs140:Gastritis:0.049 Diagnosis:9ccs234:Crush injury:0.049 Diagnosis:9ccs247:Lymph enlarg:-0.041 Diagnosis:9ccs64:Ot hematl dx:0.039 Diagnosis:9ccs205:Back problem:-0.039 * Vital: Wt for Length ZScore-avg3to5 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1321 | OR_unadj: 1.681 [1.337 2.114] | indivs AUC:0.639 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.103 Diagnosis:9ccs59:Anemia:0.070 Diagnosis:9ccs123:Influenza:-0.062 Diagnosis:9ccs74:Ot mentl cnd:-0.062 Diagnosis:9ccs95:Oth nerv dx:-0.062 Diagnosis:9ccs211:Ot conn tiss:-0.057 Diagnosis:9ccs155:Other GI dx:-0.056 Diagnosis:9ccs134:Ot uppr resp:-0.053 Diagnosis:9ccs143:Abdom hernia:0.051 Diagnosis:9ccs64:Ot hematl dx:0.049 Vital: BMI-gain5to10 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 1471 | OR_unadj: 1.143 [0.910 1.435] | indivs AUC:0.581 Correlated most with: Newborn Diagnosis:9ccs0:No DX:0.069 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.067 Diagnosis:9ccs197:Skin infectn:-0.057 Diagnosis:9ccs259:Unclassified:-0.056 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.052 Diagnosis:9ccs257:Ot aftercare:0.049 Newborn Diagnosis:9ccs224:Ot perint dx:-0.044 Diagnosis:9ccs154:Gastroent:-0.043 Newborn Diagnosis:9ccs94:Other ear dx:-0.041 Diagnosis:9ccs222:Perint jaund:-0.039 Vital: Ht-gain0to3 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1419 | OR_unadj: 1.156 [0.909 1.469] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs8:Oth infectns:0.072 Diagnosis:9ccs2:Septicemia:0.067 Diagnosis:9ccs216:Nerv cong an:-0.061 Diagnosis:9ccs140:Gastritis:0.052 Diagnosis:9ccs124:Tonsillitis:-0.051 Newborn Diagnosis:9ccs223:Birth trauma:0.051 Diagnosis:9ccs234:Crush injury:0.046 Number of Visits:0.042 Diagnosis:9ccs138:Esophgeal dx:-0.041 Diagnosis:9ccs247:Lymph enlarg:-0.040 * Vital: Wt for Length ZScore-gain16to24 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1463 | OR_unadj: 1.409 [1.123 1.768] | indivs AUC:0.594 Correlated most with: Diagnosis:9ccs0:No DX:-0.061 Diagnosis:9ccs246:FUO:0.056 Diagnosis:9ccs47:Ot bnign neo:-0.055 Diagnosis:9ccs94:Other ear dx:0.052 Diagnosis:9ccs216:Nerv cong an:-0.051 Diagnosis:9ccs134:Ot uppr resp:0.044 Diagnosis:9ccs234:Crush injury:-0.044 Diagnosis:9ccs136:Teeth dx:0.042 Diagnosis:9ccs211:Ot conn tiss:-0.042 Newborn Diagnosis:9ccs224:Ot perint dx:-0.040 Vital: Ht-gain7to13 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1476 | OR_unadj: 1.168 [0.864 1.580] | indivs AUC:0.536 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:0.069 Lab:292495 LEAD LEVEL - Sunrise:-0.063 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.063 Diagnosis:9ccs197:Skin infectn:0.055 Diagnosis:9ccs58:Ot nutrit dx:-0.052 Diagnosis:9ccs59:Anemia:0.052 Diagnosis:9ccs10:Immuniz/scrn:-0.050 Newborn Diagnosis:9ccs224:Ot perint dx:0.048 Diagnosis:9ccs251:Abdomnl pain:-0.046 Diagnosis:9ccs135:Intest infct:0.044 * Vital: BMI-avg1to3 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 1370 | OR_unadj: 1.693 [1.347 2.129] | indivs AUC:0.604 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.155 Diagnosis:9ccs219:Low birth wt:-0.133 Diagnosis:9ccs64:Ot hematl dx:0.098 Diagnosis:9ccs138:Esophgeal dx:-0.091 Newborn Diagnosis:9ccs222:Perint jaund:-0.073 Diagnosis:9ccs159:UTI:0.062 Lab:297262 HEMOGLOBIN (HEMOCUE):0.060 Number of Visits:-0.060 Diagnosis:9ccs141:Ot dx stomch:-0.059 Newborn Diagnosis:9ccs253:Allergy:-0.054 Vital: HC-gain1to5 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.445 Correlated most with: Number of Visits:0.113 Diagnosis:9ccs126:Ot up rsp in:0.097 Diagnosis:9ccs125:Bronchitis:0.086 Diagnosis:9ccs124:Tonsillitis:0.075 Diagnosis:9ccs151:Oth liver dx:-0.067 Diagnosis:9ccs74:Ot mentl cnd:0.065 Diagnosis:9ccs92:Otitis media:0.058 Diagnosis:9ccs154:Gastroent:-0.058 Diagnosis:9ccs94:Other ear dx:0.057 Diagnosis:9ccs138:Esophgeal dx:-0.057 Vital: Ht Percentile-gain10to16 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 760 | OR_unadj: 0.965 [0.731 1.274] | indivs AUC:0.544 Correlated most with: Diagnosis:9ccs0:No DX:0.103 Lab:292495 LEAD LEVEL - Sunrise:0.069 Diagnosis:9ccs222:Perint jaund:-0.061 Diagnosis:9ccs122:Pneumonia:0.059 Diagnosis:9ccs47:Ot bnign neo:0.056 Diagnosis:9ccs126:Ot up rsp in:0.055 Diagnosis:9ccs62:Coag/hemr dx:0.055 Number of Visits:0.054 Newborn Diagnosis:9ccs218:Liveborn:0.053 Diagnosis:9ccs244:Other injury:-0.050 * Vital: Wt for Length ZScore-avg1to3 | coef 0.006 95% CI: [0.006 , 0.007] | OR_adj 1.006 [1.006 1.007] | occ: 1377 | OR_unadj: 1.349 [1.074 1.693] | indivs AUC:0.564 Correlated most with: Number of Visits:-0.081 Diagnosis:9ccs138:Esophgeal dx:-0.081 Diagnosis:9ccs154:Gastroent:-0.065 Diagnosis:9ccs64:Ot hematl dx:0.064 Diagnosis:9ccs2:Septicemia:-0.064 Diagnosis:9ccs223:Birth trauma:-0.064 Diagnosis:9ccs47:Ot bnign neo:0.063 Newborn Diagnosis:9ccs95:Oth nerv dx:0.056 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.054 Diagnosis:9ccs59:Anemia:0.051 Vital: Wt for Len Percentile-gain16to24 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1353 | OR_unadj: 0.799 [0.624 1.024] | indivs AUC:0.487 Correlated most with: Number of Visits:-0.085 Diagnosis:9ccs126:Ot up rsp in:-0.074 Diagnosis:9ccs135:Intest infct:-0.060 Diagnosis:9ccs259:Unclassified:-0.053 Diagnosis:9ccs64:Ot hematl dx:-0.052 Diagnosis:9ccs197:Skin infectn:-0.051 Diagnosis:9ccs258:Other screen:-0.050 Diagnosis:9ccs47:Ot bnign neo:0.049 Diagnosis:9ccs165:Inf male gen:-0.049 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.048 * Vital: BMI-avg3to5 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1314 | OR_unadj: 1.808 [1.437 2.274] | indivs AUC:0.635 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.107 Diagnosis:9ccs74:Ot mentl cnd:-0.071 Diagnosis:9ccs95:Oth nerv dx:-0.066 Diagnosis:9ccs134:Ot uppr resp:-0.060 Diagnosis:9ccs211:Ot conn tiss:-0.059 Newborn Diagnosis:9ccs191:Amnios dx:0.056 Diagnosis:9ccs155:Other GI dx:-0.055 Diagnosis:9ccs123:Influenza:-0.054 Diagnosis:9ccs143:Abdom hernia:0.053 Diagnosis:9ccs128:Asthma:0.051 Vital: Wt for Length ZScore-gain13to19 | coef 0.006 95% CI: [0.006 , 0.007] | OR_adj 1.006 [1.006 1.007] | occ: 1485 | OR_unadj: 1.109 [0.884 1.392] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs217:Ot cong anom:-0.063 Newborn Diagnosis:9ccs223:Birth trauma:0.062 Diagnosis:9ccs246:FUO:0.061 Newborn Diagnosis:9ccs191:Amnios dx:-0.056 Diagnosis:9ccs155:Other GI dx:0.055 Diagnosis:9ccs10:Immuniz/scrn:-0.051 Lab:306617 OCCULT BLOOD TEST (FECAL):0.050 Diagnosis:9ccs234:Crush injury:0.048 Diagnosis:9ccs253:Allergy:0.046 Diagnosis:9ccs258:Other screen:0.045 Vital: BMI-gain7to13 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1496 | OR_unadj: 1.138 [0.883 1.468] | indivs AUC:0.480 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:0.067 Lab:292495 LEAD LEVEL - Sunrise:-0.067 Diagnosis:9ccs58:Ot nutrit dx:-0.059 Newborn Diagnosis:9ccs224:Ot perint dx:0.056 Diagnosis:9ccs96:Hrt valve dx:0.054 Diagnosis:9ccs197:Skin infectn:0.047 Diagnosis:9ccs59:Anemia:0.045 Diagnosis:9ccs133:Oth low resp:-0.044 Diagnosis:9ccs10:Immuniz/scrn:-0.043 Diagnosis:9ccs155:Other GI dx:-0.041 * Vital: BMI-gain0to24 | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1391 | OR_unadj: 4.247 [3.349 5.386] | indivs AUC:0.749 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.109 Diagnosis:9ccs58:Ot nutrit dx:0.096 Diagnosis:9ccs128:Asthma:0.085 Diagnosis:9ccs95:Oth nerv dx:-0.075 Diagnosis:9ccs246:FUO:0.071 Diagnosis:9ccs243:Poisn nonmed:0.071 Diagnosis:9ccs138:Esophgeal dx:-0.064 Newborn Diagnosis:9ccs219:Low birth wt:-0.050 Diagnosis:9ccs122:Pneumonia:0.045 MatDeliveryAge:-0.044 * Vital: Ht Percentile-avg16to19 | coef 0.006 95% CI: [0.004 , 0.009] | OR_adj 1.006 [1.004 1.009] | occ: 747 | OR_unadj: 1.399 [1.073 1.825] | indivs AUC:0.547 Correlated most with: Diagnosis:9ccs147:Anal/rectal:0.072 Diagnosis:9ccs223:Birth trauma:0.069 Diagnosis:9ccs208:Acq foot def:0.064 Diagnosis:9ccs239:Superfic inj:-0.061 Diagnosis:9ccs259:Unclassified:0.059 Newborn Diagnosis:9ccs224:Ot perint dx:0.054 Diagnosis:9ccs136:Teeth dx:-0.053 Diagnosis:9ccs127:COPD:0.049 Diagnosis:9ccs244:Other injury:0.049 Newborn Diagnosis:9ccs215:gu cong anom:0.048 Vital: BMI-gain16to24 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1484 | OR_unadj: 1.317 [0.995 1.744] | indivs AUC:0.547 Correlated most with: Number of Visits:-0.101 Diagnosis:9ccs259:Unclassified:-0.066 Diagnosis:9ccs126:Ot up rsp in:-0.062 Diagnosis:9ccs135:Intest infct:-0.062 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.055 Diagnosis:9ccs125:Bronchitis:-0.053 Diagnosis:9ccs257:Ot aftercare:-0.053 Newborn Diagnosis:9ccs191:Amnios dx:0.051 MatDeliveryAge:-0.046 Diagnosis:9ccs55:Fluid/elc dx:-0.044 Vital: Ht-avg7to10 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.483 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.153 Diagnosis:9ccs219:Low birth wt:-0.081 Newborn Diagnosis:9ccs256:Exam/eval:-0.060 Diagnosis:9ccs223:Birth trauma:0.059 Diagnosis:9ccs200:Oth skin dx:0.058 Newborn Diagnosis:9ccs221:Resp distres:-0.055 Newborn Diagnosis:9ccs253:Allergy:-0.054 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.050 Diagnosis:9ccs126:Ot up rsp in:0.046 Diagnosis:9ccs8:Oth infectns:0.044 Vital: Wt Percentile-gain13to19 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 812 | OR_unadj: 1.283 [0.948 1.736] | indivs AUC:0.545 Correlated most with: Diagnosis:9ccs239:Superfic inj:0.063 Diagnosis:9ccs59:Anemia:-0.062 Diagnosis:9ccs211:Ot conn tiss:-0.059 Newborn Diagnosis:9ccs223:Birth trauma:-0.057 Diagnosis:9ccs208:Acq foot def:-0.051 Diagnosis:9ccs198:Ot infl skin:-0.049 Newborn Diagnosis:9ccs217:Ot cong anom:-0.049 Diagnosis:9ccs75:Hx mental dx:-0.048 Newborn Diagnosis:9ccs213:Cardiac anom:-0.047 Lab:294203 BILIRUBIN TOTAL - LMC:-0.042 * Vital: Wt Change-avg19to24 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 879 | OR_unadj: 1.673 [1.252 2.235] | indivs AUC:0.563 Correlated most with: Number of Visits:-0.191 Diagnosis:9ccs92:Otitis media:-0.145 Diagnosis:9ccs257:Ot aftercare:-0.125 Diagnosis:9ccs126:Ot up rsp in:-0.112 Diagnosis:9ccs7:Viral infect:-0.111 Diagnosis:9ccs135:Intest infct:-0.093 Diagnosis:9ccs125:Bronchitis:-0.087 Diagnosis:9ccs258:Other screen:-0.085 Diagnosis:9ccs133:Oth low resp:-0.083 Diagnosis:9ccs2603:E Codes: Fall:-0.079 Vital: Ht-gain5to10 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1443 | OR_unadj: 1.120 [0.888 1.414] | indivs AUC:0.506 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:-0.068 Newborn Diagnosis:9ccs0:No DX:0.061 Diagnosis:9ccs197:Skin infectn:-0.057 Diagnosis:9ccs259:Unclassified:-0.056 Number of Visits:0.055 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.053 Diagnosis:9ccs2:Septicemia:-0.048 Diagnosis:9ccs257:Ot aftercare:0.045 Diagnosis:9ccs128:Asthma:0.045 Newborn Diagnosis:9ccs224:Ot perint dx:-0.039 Vital: HC-gain7to13 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1315 | OR_unadj: 1.015 [0.741 1.390] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs58:Ot nutrit dx:-0.072 Diagnosis:9ccs257:Ot aftercare:-0.057 Lab:292495 LEAD LEVEL - Sunrise:-0.056 Diagnosis:9ccs10:Immuniz/scrn:-0.054 Lab:294205 TSH REFLEX TO FT4 - LMC:0.054 MatDeliveryAge:0.053 Diagnosis:9ccs197:Skin infectn:0.051 Diagnosis:9ccs2:Septicemia:0.044 Diagnosis:9ccs83:Epilepsy/cnv:-0.043 Diagnosis:9ccs151:Oth liver dx:-0.042 * Vital: BMI-gain13to19 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1462 | OR_unadj: 1.439 [1.146 1.808] | indivs AUC:0.583 Correlated most with: Diagnosis:9ccs243:Poisn nonmed:0.059 Diagnosis:9ccs246:FUO:0.048 Diagnosis:9ccs198:Ot infl skin:-0.041 Diagnosis:9ccs259:Unclassified:0.038 Diagnosis:9ccs217:Ot cong anom:0.038 Newborn Diagnosis:9ccs223:Birth trauma:-0.038 Diagnosis:9ccs223:Birth trauma:-0.036 Diagnosis:9ccs208:Acq foot def:-0.035 Newborn Diagnosis:9ccs224:Ot perint dx:-0.035 Diagnosis:9ccs234:Crush injury:-0.034 Vital: Ht-gain10to16 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1442 | OR_unadj: 0.837 [0.658 1.064] | indivs AUC:0.499 Correlated most with: Number of Visits:0.069 Lab:292495 LEAD LEVEL - Sunrise:0.062 Diagnosis:9ccs243:Poisn nonmed:-0.053 Diagnosis:9ccs251:Abdomnl pain:0.048 Diagnosis:9ccs58:Ot nutrit dx:0.047 Newborn Diagnosis:9ccs213:Cardiac anom:0.046 Diagnosis:9ccs92:Otitis media:0.045 Diagnosis:9ccs90:Eye infectn:0.044 Diagnosis:9ccs246:FUO:-0.043 Diagnosis:9ccs122:Pneumonia:0.043 * Vital: Wt Change-latest | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 987 | OR_unadj: 1.430 [1.090 1.874] | indivs AUC:0.584 Correlated most with: Number of Visits:-0.196 Diagnosis:9ccs92:Otitis media:-0.156 Diagnosis:9ccs257:Ot aftercare:-0.152 Diagnosis:9ccs126:Ot up rsp in:-0.121 Diagnosis:9ccs7:Viral infect:-0.112 Diagnosis:9ccs135:Intest infct:-0.089 Diagnosis:9ccs155:Other GI dx:-0.070 Diagnosis:9ccs200:Oth skin dx:-0.068 Diagnosis:9ccs127:COPD:-0.066 Diagnosis:9ccs125:Bronchitis:-0.065 Vital: Ht Percentile-gain13to19 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 832 | OR_unadj: 1.172 [0.894 1.536] | indivs AUC:0.476 Correlated most with: Diagnosis:9ccs244:Other injury:0.068 Newborn Diagnosis:9ccs191:Amnios dx:-0.067 Newborn Diagnosis:9ccs223:Birth trauma:-0.066 Diagnosis:9ccs259:Unclassified:0.064 Diagnosis:10ccs58:Ot nutrit dx:-0.051 Diagnosis:9ccs250:Nausea/vomit:0.049 Diagnosis:9ccs75:Hx mental dx:-0.049 Diagnosis:9ccs198:Ot infl skin:-0.049 Diagnosis:9ccs211:Ot conn tiss:-0.044 Diagnosis:9ccs257:Ot aftercare:0.040 Vital: HC-avg0to1 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1207 | OR_unadj: 1.069 [0.849 1.345] | indivs AUC:0.564 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.277 Diagnosis:9ccs219:Low birth wt:-0.224 Lab:297262 HEMOGLOBIN (HEMOCUE):0.123 Newborn Diagnosis:9ccs222:Perint jaund:-0.113 Diagnosis:9ccs205:Back problem:-0.092 Newborn Diagnosis:9ccs253:Allergy:-0.088 Newborn Diagnosis:9ccs224:Ot perint dx:0.079 Newborn Diagnosis:9ccs256:Exam/eval:-0.076 Newborn Diagnosis:9ccs221:Resp distres:-0.076 Lab:294203 BILIRUBIN TOTAL - LMC:-0.074 * Vital: BMI-avg10to13 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1400 | OR_unadj: 2.301 [1.830 2.895] | indivs AUC:0.648 Correlated most with: Diagnosis:9ccs128:Asthma:0.101 Newborn Diagnosis:9ccs191:Amnios dx:0.094 Diagnosis:9ccs246:FUO:-0.079 MatDeliveryAge:-0.077 Diagnosis:9ccs95:Oth nerv dx:-0.071 Diagnosis:9ccs143:Abdom hernia:0.068 Newborn Diagnosis:9ccs223:Birth trauma:-0.060 Diagnosis:9ccs138:Esophgeal dx:-0.058 Newborn Diagnosis:9ccs95:Oth nerv dx:0.055 Diagnosis:9ccs243:Poisn nonmed:0.050 * Vital: Wt for Length ZScore-avg19to24 | coef 0.006 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.007] | occ: 1392 | OR_unadj: 4.002 [3.155 5.076] | indivs AUC:0.774 Correlated most with: Diagnosis:9ccs128:Asthma:0.079 Diagnosis:9ccs246:FUO:0.066 Diagnosis:9ccs138:Esophgeal dx:-0.065 Diagnosis:9ccs243:Poisn nonmed:0.064 Diagnosis:9ccs58:Ot nutrit dx:0.062 Diagnosis:9ccs95:Oth nerv dx:-0.061 Diagnosis:9ccs219:Low birth wt:-0.052 Diagnosis:9ccs133:Oth low resp:0.052 Newborn Diagnosis:9ccs219:Low birth wt:-0.050 Diagnosis:9ccs137:Mouth dx:-0.050 * Vital: BMI-avg13to16 | coef 0.006 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.006] | occ: 1283 | OR_unadj: 2.266 [1.799 2.852] | indivs AUC:0.652 Correlated most with: Diagnosis:9ccs143:Abdom hernia:0.075 MatDeliveryAge:-0.071 Diagnosis:9ccs128:Asthma:0.069 Diagnosis:9ccs95:Oth nerv dx:-0.067 Diagnosis:9ccs138:Esophgeal dx:-0.060 Diagnosis:9ccs147:Anal/rectal:0.060 Diagnosis:9ccs154:Gastroent:-0.055 Diagnosis:9ccs240:Burns:-0.054 Diagnosis:9ccs89:Blindness:-0.052 Diagnosis:9ccs151:Oth liver dx:-0.051 * Vital: Ht-gain1to5 | coef 0.006 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.006] | occ: 1460 | OR_unadj: 0.762 [0.607 0.957] | indivs AUC:0.454 Correlated most with: Number of Visits:0.145 Diagnosis:9ccs126:Ot up rsp in:0.115 Lab:297275 STREP RAPID TEST (POCT):-0.080 Diagnosis:9ccs257:Ot aftercare:0.071 Diagnosis:9ccs135:Intest infct:0.054 Diagnosis:9ccs212:Ot bone dx:-0.053 Diagnosis:9ccs96:Hrt valve dx:0.053 Diagnosis:9ccs223:Birth trauma:-0.051 Diagnosis:9ccs124:Tonsillitis:0.048 Newborn Diagnosis:9ccs224:Ot perint dx:-0.046 Vital: Ht Percentile-gain16to24 | coef 0.006 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.006] | occ: 975 | OR_unadj: 1.147 [0.882 1.492] | indivs AUC:0.549 Correlated most with: Number of Visits:-0.088 Diagnosis:9ccs259:Unclassified:-0.085 Diagnosis:9ccs59:Anemia:-0.077 Diagnosis:9ccs257:Ot aftercare:-0.055 Diagnosis:9ccs133:Oth low resp:-0.055 Diagnosis:9ccs143:Abdom hernia:-0.054 Diagnosis:9ccs127:COPD:-0.052 Diagnosis:9ccs2603:E Codes: Fall:-0.050 Diagnosis:10ccs58:Ot nutrit dx:-0.049 Diagnosis:9ccs47:Ot bnign neo:-0.049 Vital: Ht-gain16to24 | coef 0.006 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.006] | occ: 1442 | OR_unadj: 0.985 [0.700 1.387] | indivs AUC:0.536 Correlated most with: Number of Visits:-0.094 Diagnosis:9ccs55:Fluid/elc dx:-0.073 Diagnosis:9ccs126:Ot up rsp in:-0.059 Diagnosis:9ccs257:Ot aftercare:-0.053 Diagnosis:9ccs259:Unclassified:-0.052 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.052 Diagnosis:9ccs197:Skin infectn:-0.048 Diagnosis:9ccs135:Intest infct:-0.048 Diagnosis:9ccs113:Late eff CVD:0.047 Diagnosis:9ccs125:Bronchitis:-0.045 * Vital: Wt for Length ZScore-avg5to7 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1347 | OR_unadj: 1.778 [1.414 2.235] | indivs AUC:0.617 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.108 Diagnosis:9ccs95:Oth nerv dx:-0.102 Diagnosis:9ccs128:Asthma:0.094 Newborn Diagnosis:9ccs218:Liveborn:0.085 Diagnosis:9ccs59:Anemia:0.070 Diagnosis:9ccs143:Abdom hernia:0.065 Newborn Diagnosis:9ccs0:No DX:-0.065 Diagnosis:9ccs92:Otitis media:0.063 Newborn Diagnosis:9ccs223:Birth trauma:-0.061 Diagnosis:9ccs155:Other GI dx:-0.054 Vital: BMI-gain3to7 | coef 0.006 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.006] | occ: 1478 | OR_unadj: 1.130 [0.893 1.430] | indivs AUC:0.547 Correlated most with: Diagnosis:9ccs127:COPD:0.084 Diagnosis:9ccs222:Perint jaund:-0.075 Diagnosis:9ccs92:Otitis media:0.073 Number of Visits:0.072 Diagnosis:9ccs212:Ot bone dx:0.071 Diagnosis:9ccs122:Pneumonia:0.065 Diagnosis:9ccs126:Ot up rsp in:0.064 Diagnosis:9ccs200:Oth skin dx:-0.063 Diagnosis:9ccs47:Ot bnign neo:-0.060 Lab:297275 STREP RAPID TEST (POCT):0.058 * Vital: Wt for Length ZScore-avg16to19 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1292 | OR_unadj: 3.143 [2.490 3.966] | indivs AUC:0.718 Correlated most with: MatDeliveryAge:-0.071 Diagnosis:9ccs143:Abdom hernia:0.064 Newborn Diagnosis:9ccs191:Amnios dx:0.062 Diagnosis:9ccs95:Oth nerv dx:-0.056 Diagnosis:9ccs246:FUO:0.056 Diagnosis:9ccs138:Esophgeal dx:-0.055 Diagnosis:9ccs128:Asthma:0.055 Diagnosis:9ccs253:Allergy:0.049 Diagnosis:9ccs208:Acq foot def:0.047 Diagnosis:9ccs89:Blindness:-0.047 * Vital: Wt-avg13to16 | coef 0.006 95% CI: [0.003 , 0.008] | OR_adj 1.006 [1.003 1.008] | occ: 1316 | OR_unadj: 2.403 [1.908 3.025] | indivs AUC:0.668 Correlated most with: Diagnosis:9ccs136:Teeth dx:-0.078 Diagnosis:9ccs143:Abdom hernia:0.077 Diagnosis:9ccs147:Anal/rectal:0.077 Newborn Diagnosis:9ccs191:Amnios dx:0.070 Diagnosis:9ccs128:Asthma:0.064 Diagnosis:9ccs138:Esophgeal dx:-0.060 Diagnosis:9ccs95:Oth nerv dx:-0.060 Newborn Diagnosis:9ccs219:Low birth wt:-0.059 Newborn Diagnosis:9ccs224:Ot perint dx:0.053 Diagnosis:9ccs10:Immuniz/scrn:-0.050 Vital: HC-gain16to24 | coef 0.006 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.006] | occ: 1079 | OR_unadj: 1.219 [0.956 1.555] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:-0.076 Number of Visits:-0.073 Diagnosis:9ccs113:Late eff CVD:0.056 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.049 Diagnosis:9ccs90:Eye infectn:-0.043 Diagnosis:9ccs47:Ot bnign neo:0.042 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.041 Diagnosis:9ccs75:Hx mental dx:0.040 Newborn Diagnosis:9ccs191:Amnios dx:0.039 Diagnosis:9ccs123:Influenza:-0.035 Vital: HC-gain5to10 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1329 | OR_unadj: 0.973 [0.772 1.226] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs257:Ot aftercare:0.070 Diagnosis:9ccs154:Gastroent:-0.065 Newborn Diagnosis:9ccs0:No DX:0.060 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.054 Diagnosis:9ccs259:Unclassified:-0.051 MatDeliveryAge:-0.049 Diagnosis:9ccs2:Septicemia:-0.049 Diagnosis:9ccs197:Skin infectn:-0.047 Diagnosis:9ccs3:Oth bact inf:0.047 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.047 * Vital: Ht Percentile-latest | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1058 | OR_unadj: 1.698 [1.338 2.155] | indivs AUC:0.611 Correlated most with: Diagnosis:9ccs59:Anemia:-0.070 Diagnosis:9ccs136:Teeth dx:-0.061 Diagnosis:9ccs244:Other injury:0.059 Newborn Diagnosis:9ccs224:Ot perint dx:0.056 Diagnosis:9ccs212:Ot bone dx:-0.053 Diagnosis:9ccs223:Birth trauma:0.053 Diagnosis:9ccs147:Anal/rectal:0.052 Newborn Diagnosis:9ccs223:Birth trauma:0.052 Diagnosis:9ccs257:Ot aftercare:-0.050 Diagnosis:9ccs243:Poisn nonmed:-0.049 * Vital: Wt for Length Zscore-avg10to13 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1403 | OR_unadj: 2.480 [1.970 3.122] | indivs AUC:0.670 Correlated most with: Diagnosis:9ccs128:Asthma:0.092 Newborn Diagnosis:9ccs191:Amnios dx:0.089 MatDeliveryAge:-0.078 Diagnosis:9ccs95:Oth nerv dx:-0.075 Diagnosis:9ccs138:Esophgeal dx:-0.067 Diagnosis:9ccs143:Abdom hernia:0.064 Diagnosis:9ccs155:Other GI dx:-0.059 Diagnosis:9ccs55:Fluid/elc dx:-0.058 Newborn Diagnosis:9ccs223:Birth trauma:-0.057 Diagnosis:9ccs136:Teeth dx:-0.051 * Vital: BMI-avg19to24 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1397 | OR_unadj: 4.344 [3.423 5.512] | indivs AUC:0.762 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.105 Diagnosis:9ccs58:Ot nutrit dx:0.094 Diagnosis:9ccs128:Asthma:0.084 Diagnosis:9ccs95:Oth nerv dx:-0.073 Diagnosis:9ccs243:Poisn nonmed:0.072 Diagnosis:9ccs246:FUO:0.071 Diagnosis:9ccs138:Esophgeal dx:-0.065 Newborn Diagnosis:9ccs219:Low birth wt:-0.050 Diagnosis:9ccs122:Pneumonia:0.046 Diagnosis:9ccs137:Mouth dx:-0.044 * Vital: HC-gain3to7 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1347 | OR_unadj: 1.370 [1.014 1.851] | indivs AUC:0.578 Correlated most with: Number of Visits:0.084 Diagnosis:9ccs92:Otitis media:0.061 Diagnosis:9ccs122:Pneumonia:0.057 Diagnosis:9ccs256:Exam/eval:-0.055 Diagnosis:9ccs240:Burns:0.054 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.050 Diagnosis:9ccs127:COPD:0.048 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.048 Lab:294205 TSH REFLEX TO FT4 - LMC:0.047 Newborn Diagnosis:9ccs259:Unclassified:-0.047 * Vital: Wt Change-avg16to19 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 716 | OR_unadj: 1.806 [1.349 2.418] | indivs AUC:0.529 Correlated most with: Number of Visits:-0.170 Diagnosis:9ccs92:Otitis media:-0.130 Diagnosis:9ccs239:Superfic inj:-0.097 Diagnosis:9ccs125:Bronchitis:-0.097 Diagnosis:9ccs7:Viral infect:-0.097 Diagnosis:9ccs128:Asthma:-0.090 Diagnosis:9ccs257:Ot aftercare:-0.086 Diagnosis:9ccs126:Ot up rsp in:-0.086 Diagnosis:9ccs133:Oth low resp:-0.083 Diagnosis:9ccs2603:E Codes: Fall:-0.080 * Vital: Wt-avg3to5 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1344 | OR_unadj: 1.988 [1.580 2.502] | indivs AUC:0.629 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.187 Diagnosis:9ccs219:Low birth wt:-0.140 Diagnosis:9ccs138:Esophgeal dx:-0.105 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.104 Newborn Diagnosis:9ccs253:Allergy:-0.093 Diagnosis:9ccs155:Other GI dx:-0.085 Newborn Diagnosis:9ccs221:Resp distres:-0.082 Newborn Diagnosis:9ccs222:Perint jaund:-0.075 Diagnosis:9ccs95:Oth nerv dx:-0.071 Newborn Diagnosis:9ccs259:Unclassified:-0.066 Vital: Wt for Len Percentile-gain5to10 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1318 | OR_unadj: 0.982 [0.778 1.240] | indivs AUC:0.558 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:-0.068 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.052 Diagnosis:9ccs197:Skin infectn:-0.051 Diagnosis:9ccs125:Bronchitis:0.049 Lab:294147 FREE T4 - LMC:0.048 Diagnosis:9ccs154:Gastroent:-0.044 Diagnosis:9ccs250:Nausea/vomit:-0.043 Diagnosis:9ccs234:Crush injury:-0.041 Diagnosis:9ccs94:Other ear dx:-0.041 Diagnosis:9ccs8:Oth infectns:-0.040 * Vital: Wt for Length ZScore-latest | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.761 Correlated most with: Diagnosis:9ccs128:Asthma:0.102 Diagnosis:9ccs95:Oth nerv dx:-0.083 Number of Visits:0.073 Diagnosis:9ccs138:Esophgeal dx:-0.071 Diagnosis:9ccs133:Oth low resp:0.067 Diagnosis:9ccs92:Otitis media:0.064 Diagnosis:9ccs122:Pneumonia:0.061 Diagnosis:9ccs125:Bronchitis:0.055 Newborn Diagnosis:9ccs191:Amnios dx:0.054 Diagnosis:9ccs143:Abdom hernia:0.052 * Vital: Wt for Length ZScore-gain0to24 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.761 Correlated most with: Diagnosis:9ccs128:Asthma:0.102 Diagnosis:9ccs95:Oth nerv dx:-0.083 Number of Visits:0.073 Diagnosis:9ccs138:Esophgeal dx:-0.071 Diagnosis:9ccs133:Oth low resp:0.067 Diagnosis:9ccs92:Otitis media:0.064 Diagnosis:9ccs122:Pneumonia:0.061 Diagnosis:9ccs125:Bronchitis:0.055 Newborn Diagnosis:9ccs191:Amnios dx:0.054 Diagnosis:9ccs143:Abdom hernia:0.052 Vital: Ht-gain3to7 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1460 | OR_unadj: 1.123 [0.894 1.411] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs127:COPD:0.093 Diagnosis:9ccs92:Otitis media:0.080 Diagnosis:9ccs126:Ot up rsp in:0.078 Number of Visits:0.075 Diagnosis:9ccs212:Ot bone dx:0.072 Diagnosis:9ccs47:Ot bnign neo:-0.070 Diagnosis:9ccs200:Oth skin dx:-0.065 Diagnosis:9ccs113:Late eff CVD:0.065 Diagnosis:9ccs122:Pneumonia:0.064 Lab:297275 STREP RAPID TEST (POCT):0.062 * Vital: Ht Percentile-gain7to13 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 690 | OR_unadj: 1.479 [1.110 1.972] | indivs AUC:0.576 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:-0.080 Diagnosis:9ccs62:Coag/hemr dx:-0.054 Diagnosis:9ccs151:Oth liver dx:-0.051 Diagnosis:9ccs258:Other screen:-0.051 Lab:297275 STREP RAPID TEST (POCT):0.047 Diagnosis:9ccs234:Crush injury:0.044 Diagnosis:9ccs58:Ot nutrit dx:0.042 Newborn Diagnosis:9ccs191:Amnios dx:0.041 Newborn Diagnosis:9ccs217:Ot cong anom:-0.041 Diagnosis:9ccs90:Eye infectn:0.040 * Vital: BMI-avg7to10 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1342 | OR_unadj: 2.069 [1.645 2.602] | indivs AUC:0.677 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.104 Diagnosis:9ccs128:Asthma:0.087 Diagnosis:9ccs125:Bronchitis:0.084 Diagnosis:9ccs95:Oth nerv dx:-0.073 Diagnosis:9ccs143:Abdom hernia:0.068 MatDeliveryAge:-0.062 Newborn Diagnosis:9ccs223:Birth trauma:-0.059 Diagnosis:9ccs138:Esophgeal dx:-0.056 Diagnosis:9ccs59:Anemia:0.051 Diagnosis:9ccs8:Oth infectns:-0.046 * Vital: Wt-avg5to7 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1369 | OR_unadj: 2.216 [1.761 2.787] | indivs AUC:0.613 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.110 Diagnosis:9ccs138:Esophgeal dx:-0.100 Diagnosis:9ccs219:Low birth wt:-0.090 Diagnosis:9ccs95:Oth nerv dx:-0.084 Diagnosis:9ccs128:Asthma:0.080 Newborn Diagnosis:9ccs221:Resp distres:-0.071 Diagnosis:9ccs92:Otitis media:0.066 Newborn Diagnosis:9ccs222:Perint jaund:-0.056 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.056 Diagnosis:9ccs143:Abdom hernia:0.055 * Vital: Wt for Length ZScore-avg13to16 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1285 | OR_unadj: 2.287 [1.818 2.877] | indivs AUC:0.673 Correlated most with: Diagnosis:9ccs143:Abdom hernia:0.081 Diagnosis:9ccs128:Asthma:0.069 Diagnosis:9ccs136:Teeth dx:-0.066 Diagnosis:9ccs95:Oth nerv dx:-0.065 MatDeliveryAge:-0.064 Diagnosis:9ccs147:Anal/rectal:0.063 Diagnosis:9ccs138:Esophgeal dx:-0.062 Diagnosis:9ccs10:Immuniz/scrn:-0.059 Diagnosis:9ccs89:Blindness:-0.057 Diagnosis:9ccs253:Allergy:0.053 Vital: HC-gain10to16 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1231 | OR_unadj: 0.870 [0.694 1.091] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs257:Ot aftercare:0.092 Diagnosis:9ccs239:Superfic inj:-0.073 Diagnosis:9ccs83:Epilepsy/cnv:0.068 Newborn Diagnosis:9ccs96:Hrt valve dx:0.064 Lab:292495 LEAD LEVEL - Sunrise:0.061 Diagnosis:9ccs256:Exam/eval:-0.056 Number of Visits:0.052 Diagnosis:9ccs125:Bronchitis:0.051 Diagnosis:10ccs58:Ot nutrit dx:0.050 Diagnosis:9ccs62:Coag/hemr dx:0.047 * Vital: Wt-avg7to10 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1374 | OR_unadj: 2.112 [1.680 2.657] | indivs AUC:0.618 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.089 Diagnosis:9ccs128:Asthma:0.073 Newborn Diagnosis:9ccs191:Amnios dx:0.072 Diagnosis:9ccs138:Esophgeal dx:-0.071 Diagnosis:9ccs95:Oth nerv dx:-0.069 Diagnosis:9ccs219:Low birth wt:-0.067 Diagnosis:9ccs137:Mouth dx:-0.066 Diagnosis:9ccs155:Other GI dx:-0.057 Diagnosis:9ccs143:Abdom hernia:0.056 Diagnosis:9ccs125:Bronchitis:0.055 * Vital: Ht-latest | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1665 | OR_unadj: 1.383 [1.078 1.773] | indivs AUC:0.555 Correlated most with: Number of Visits:0.416 Diagnosis:9ccs126:Ot up rsp in:0.347 Diagnosis:9ccs10:Immuniz/scrn:0.289 Diagnosis:9ccs92:Otitis media:0.280 Diagnosis:9ccs7:Viral infect:0.183 Diagnosis:9ccs257:Ot aftercare:0.180 Diagnosis:9ccs135:Intest infct:0.160 Diagnosis:9ccs125:Bronchitis:0.140 Diagnosis:9ccs128:Asthma:0.122 Diagnosis:9ccs90:Eye infectn:0.118 Vital: Ht-avg13to16 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1287 | OR_unadj: 1.259 [0.991 1.601] | indivs AUC:0.568 Correlated most with: Diagnosis:9ccs240:Burns:0.087 Newborn Diagnosis:9ccs219:Low birth wt:-0.078 Diagnosis:9ccs133:Oth low resp:0.071 Diagnosis:9ccs200:Oth skin dx:0.061 Diagnosis:9ccs256:Exam/eval:0.061 Diagnosis:9ccs216:Nerv cong an:-0.059 Newborn Diagnosis:9ccs253:Allergy:-0.059 Diagnosis:9ccs8:Oth infectns:0.056 Diagnosis:9ccs219:Low birth wt:-0.055 Newborn Diagnosis:9ccs94:Other ear dx:0.054 Vital: Ht-gain13to19 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1399 | OR_unadj: 1.182 [0.941 1.485] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs243:Poisn nonmed:0.062 Diagnosis:9ccs246:FUO:0.045 Newborn Diagnosis:9ccs223:Birth trauma:-0.042 Diagnosis:9ccs244:Other injury:0.039 Diagnosis:9ccs208:Acq foot def:-0.038 Diagnosis:9ccs217:Ot cong anom:0.038 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.037 Diagnosis:9ccs95:Oth nerv dx:-0.037 Diagnosis:9ccs198:Ot infl skin:-0.037 Diagnosis:9ccs259:Unclassified:0.037 * Vital: Wt-avg10to13 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1417 | OR_unadj: 2.797 [2.219 3.525] | indivs AUC:0.670 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.091 Diagnosis:9ccs128:Asthma:0.084 Diagnosis:9ccs143:Abdom hernia:0.075 Diagnosis:9ccs138:Esophgeal dx:-0.066 Newborn Diagnosis:9ccs219:Low birth wt:-0.063 Diagnosis:9ccs219:Low birth wt:-0.060 Diagnosis:9ccs200:Oth skin dx:0.057 Diagnosis:9ccs147:Anal/rectal:0.055 Diagnosis:9ccs95:Oth nerv dx:-0.054 Diagnosis:9ccs137:Mouth dx:-0.052 Vital: BMI-gain10to16 | coef 0.005 95% CI: [0.005 , 0.005] | OR_adj 1.005 [1.005 1.005] | occ: 1482 | OR_unadj: 0.877 [0.692 1.111] | indivs AUC:0.499 Correlated most with: Number of Visits:0.069 Lab:292495 LEAD LEVEL - Sunrise:0.060 Diagnosis:9ccs243:Poisn nonmed:-0.055 Diagnosis:9ccs58:Ot nutrit dx:0.053 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.052 Diagnosis:9ccs62:Coag/hemr dx:0.051 Diagnosis:9ccs251:Abdomnl pain:0.043 Newborn Diagnosis:9ccs213:Cardiac anom:0.043 Diagnosis:9ccs92:Otitis media:0.042 Newborn Diagnosis:9ccs223:Birth trauma:0.041 * Vital: Ht-avg16to19 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1291 | OR_unadj: 1.538 [1.221 1.939] | indivs AUC:0.568 Correlated most with: Diagnosis:9ccs147:Anal/rectal:0.075 Newborn Diagnosis:9ccs219:Low birth wt:-0.072 Newborn Diagnosis:9ccs224:Ot perint dx:0.067 Diagnosis:9ccs251:Abdomnl pain:0.058 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.049 Newborn Diagnosis:9ccs259:Unclassified:-0.049 Diagnosis:9ccs95:Oth nerv dx:-0.049 Diagnosis:9ccs200:Oth skin dx:0.047 Newborn Diagnosis:9ccs256:Exam/eval:-0.047 Lab:294147 FREE T4 - LMC:0.046 * Vital: HC-avg1to3 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1235 | OR_unadj: 1.366 [1.082 1.723] | indivs AUC:0.544 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.245 Diagnosis:9ccs219:Low birth wt:-0.191 Newborn Diagnosis:9ccs221:Resp distres:-0.114 Lab:297262 HEMOGLOBIN (HEMOCUE):0.102 Newborn Diagnosis:9ccs222:Perint jaund:-0.094 Newborn Diagnosis:9ccs253:Allergy:-0.090 Diagnosis:9ccs2603:E Codes: Fall:0.075 Newborn Diagnosis:9ccs223:Birth trauma:0.068 Diagnosis:9ccs223:Birth trauma:0.064 Newborn Diagnosis:9ccs256:Exam/eval:-0.064 Vital: Wt for Len Percentile-gain7to13 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1336 | OR_unadj: 1.084 [0.859 1.369] | indivs AUC:0.502 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:-0.072 Lab:294205 TSH REFLEX TO FT4 - LMC:0.059 Diagnosis:9ccs96:Hrt valve dx:0.054 Diagnosis:9ccs135:Intest infct:0.049 Diagnosis:9ccs47:Ot bnign neo:-0.046 Diagnosis:9ccs8:Oth infectns:0.045 Newborn Diagnosis:9ccs95:Oth nerv dx:0.043 Diagnosis:9ccs217:Ot cong anom:0.043 Newborn Diagnosis:9ccs224:Ot perint dx:0.042 Diagnosis:9ccs213:Cardiac anom:0.042 Vital: Wt Percentile-gain10to16 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 742 | OR_unadj: 0.895 [0.668 1.200] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs0:No DX:0.147 Lab:292495 LEAD LEVEL - Sunrise:0.083 Diagnosis:9ccs92:Otitis media:0.070 Diagnosis:9ccs219:Low birth wt:0.064 Diagnosis:9ccs250:Nausea/vomit:0.062 Newborn Diagnosis:9ccs218:Liveborn:0.057 Diagnosis:9ccs165:Inf male gen:0.055 Diagnosis:9ccs91:Other eye dx:0.050 Newborn Diagnosis:9ccs213:Cardiac anom:0.050 Newborn Diagnosis:9ccs219:Low birth wt:0.049 * Vital: Wt-avg16to19 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1323 | OR_unadj: 3.040 [2.410 3.836] | indivs AUC:0.708 Correlated most with: Diagnosis:9ccs143:Abdom hernia:0.077 Newborn Diagnosis:9ccs219:Low birth wt:-0.074 Diagnosis:9ccs147:Anal/rectal:0.069 Diagnosis:9ccs208:Acq foot def:0.064 Diagnosis:9ccs95:Oth nerv dx:-0.064 Diagnosis:9ccs128:Asthma:0.060 Diagnosis:9ccs138:Esophgeal dx:-0.058 Newborn Diagnosis:9ccs191:Amnios dx:0.058 Diagnosis:9ccs89:Blindness:-0.054 Diagnosis:9ccs246:FUO:0.052 * Vital: Ht-avg0to1 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1350 | OR_unadj: 1.413 [1.125 1.774] | indivs AUC:0.574 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.333 Diagnosis:9ccs219:Low birth wt:-0.286 Newborn Diagnosis:9ccs253:Allergy:-0.131 Newborn Diagnosis:9ccs221:Resp distres:-0.120 Lab:297262 HEMOGLOBIN (HEMOCUE):0.114 Newborn Diagnosis:9ccs222:Perint jaund:-0.114 Newborn Diagnosis:9ccs256:Exam/eval:-0.101 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.082 Lab:294203 BILIRUBIN TOTAL - LMC:-0.068 Diagnosis:9ccs117:Ot circul dx:-0.059 Vital: Wt for Len Percentile-gain10to16 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1330 | OR_unadj: 1.141 [0.909 1.433] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:0.064 Diagnosis:9ccs217:Ot cong anom:-0.057 Diagnosis:9ccs243:Poisn nonmed:-0.055 Lab:292495 LEAD LEVEL - Sunrise:0.053 Lab:306617 OCCULT BLOOD TEST (FECAL):0.046 Diagnosis:9ccs10:Immuniz/scrn:-0.043 Number of Visits:0.042 Diagnosis:9ccs155:Other GI dx:0.042 Newborn Diagnosis:9ccs191:Amnios dx:-0.041 Diagnosis:9ccs2603:E Codes: Fall:0.037 * Vital: Wt for Length ZScore-avg7to10 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1346 | OR_unadj: 2.147 [1.708 2.700] | indivs AUC:0.675 Correlated most with: Diagnosis:9ccs128:Asthma:0.096 Diagnosis:9ccs95:Oth nerv dx:-0.088 Newborn Diagnosis:9ccs191:Amnios dx:0.084 Diagnosis:9ccs125:Bronchitis:0.080 MatDeliveryAge:-0.069 Diagnosis:9ccs143:Abdom hernia:0.058 Diagnosis:9ccs138:Esophgeal dx:-0.056 Diagnosis:9ccs134:Ot uppr resp:-0.049 Diagnosis:9ccs137:Mouth dx:-0.048 Lab:294203 BILIRUBIN TOTAL - LMC:0.047 * Vital: Wt for Len Percentile-gain3to7 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1184 | OR_unadj: 1.549 [1.223 1.962] | indivs AUC:0.532 Correlated most with: Newborn Diagnosis:9ccs224:Ot perint dx:-0.080 Diagnosis:9ccs76:Meningitis:0.071 Diagnosis:9ccs92:Otitis media:0.069 Diagnosis:9ccs138:Esophgeal dx:-0.054 Newborn Diagnosis:9ccs219:Low birth wt:0.053 Diagnosis:9ccs243:Poisn nonmed:0.051 Newborn Diagnosis:9ccs0:No DX:-0.049 Diagnosis:9ccs126:Ot up rsp in:0.049 Diagnosis:9ccs222:Perint jaund:-0.049 Diagnosis:9ccs224:Ot perint dx:-0.049 Vital: HC-latest | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1631 | OR_unadj: 1.158 [0.909 1.475] | indivs AUC:0.546 Correlated most with: Number of Visits:0.268 Diagnosis:9ccs126:Ot up rsp in:0.236 Diagnosis:9ccs257:Ot aftercare:0.193 Diagnosis:9ccs92:Otitis media:0.191 Diagnosis:9ccs10:Immuniz/scrn:0.188 Diagnosis:9ccs125:Bronchitis:0.168 Diagnosis:9ccs7:Viral infect:0.160 Diagnosis:9ccs128:Asthma:0.128 Diagnosis:9ccs135:Intest infct:0.113 Diagnosis:9ccs90:Eye infectn:0.110 * Vital: HC-avg7to10 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1119 | OR_unadj: 1.386 [1.102 1.744] | indivs AUC:0.563 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.084 Lab:297262 HEMOGLOBIN (HEMOCUE):0.083 Diagnosis:9ccs75:Hx mental dx:0.073 Diagnosis:9ccs2603:E Codes: Fall:0.070 Diagnosis:9ccs209:Ot acq defor:0.061 Newborn Diagnosis:9ccs221:Resp distres:-0.058 Diagnosis:9ccs127:COPD:0.055 Newborn Diagnosis:9ccs191:Amnios dx:0.048 Diagnosis:9ccs62:Coag/hemr dx:0.046 Diagnosis:9ccs212:Ot bone dx:-0.045 Vital: Wt for Length ZScore-gain0to3 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1343 | OR_unadj: 1.177 [0.935 1.480] | indivs AUC:0.554 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.098 Diagnosis:9ccs151:Oth liver dx:-0.081 Diagnosis:9ccs216:Nerv cong an:-0.074 Diagnosis:9ccs122:Pneumonia:0.074 Diagnosis:9ccs198:Ot infl skin:0.068 Diagnosis:9ccs217:Ot cong anom:-0.061 Diagnosis:9ccs219:Low birth wt:-0.056 Newborn Diagnosis:9ccs221:Resp distres:-0.053 Diagnosis:9ccs125:Bronchitis:-0.053 Diagnosis:9ccs95:Oth nerv dx:-0.052 Vital: Wt Percentile-gain7to13 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 663 | OR_unadj: 1.165 [0.818 1.659] | indivs AUC:0.568 Correlated most with: Diagnosis:9ccs258:Other screen:-0.104 Diagnosis:9ccs151:Oth liver dx:-0.080 Diagnosis:9ccs239:Superfic inj:-0.076 Diagnosis:9ccs198:Ot infl skin:-0.068 Diagnosis:9ccs94:Other ear dx:0.065 Newborn Diagnosis:9ccs95:Oth nerv dx:0.051 Diagnosis:10ccs58:Ot nutrit dx:-0.049 Diagnosis:9ccs8:Oth infectns:-0.048 Lab:297275 STREP RAPID TEST (POCT):0.046 Diagnosis:9ccs55:Fluid/elc dx:0.045 Vital: Wt for Length ZScore-avg0to1 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1343 | OR_unadj: 1.177 [0.935 1.480] | indivs AUC:0.554 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.098 Diagnosis:9ccs151:Oth liver dx:-0.081 Diagnosis:9ccs216:Nerv cong an:-0.074 Diagnosis:9ccs122:Pneumonia:0.074 Diagnosis:9ccs198:Ot infl skin:0.068 Diagnosis:9ccs217:Ot cong anom:-0.061 Diagnosis:9ccs219:Low birth wt:-0.056 Newborn Diagnosis:9ccs221:Resp distres:-0.053 Diagnosis:9ccs125:Bronchitis:-0.053 Diagnosis:9ccs95:Oth nerv dx:-0.052 Vital: HR-avg7to10 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 429 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.558 Correlated most with: Diagnosis:9ccs127:COPD:-0.082 Diagnosis:9ccs125:Bronchitis:0.061 Diagnosis:9ccs200:Oth skin dx:0.058 Diagnosis:9ccs134:Ot uppr resp:-0.056 Diagnosis:9ccs7:Viral infect:0.056 Diagnosis:9ccs224:Ot perint dx:-0.054 Diagnosis:9ccs76:Meningitis:-0.052 Diagnosis:9ccs124:Tonsillitis:-0.050 Diagnosis:9ccs58:Ot nutrit dx:0.049 Diagnosis:9ccs137:Mouth dx:0.048 Vital: Wt for Len Percentile-gain13to19 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.006] | occ: 1313 | OR_unadj: 0.996 [0.788 1.258] | indivs AUC:0.551 Correlated most with: Diagnosis:9ccs243:Poisn nonmed:0.052 Diagnosis:9ccs0:No DX:-0.050 Diagnosis:9ccs217:Ot cong anom:0.046 Diagnosis:9ccs246:FUO:0.044 Diagnosis:9ccs234:Crush injury:-0.043 Diagnosis:9ccs74:Ot mentl cnd:0.043 Diagnosis:9ccs197:Skin infectn:0.043 Diagnosis:9ccs134:Ot uppr resp:0.043 Diagnosis:9ccs94:Other ear dx:0.039 Diagnosis:9ccs91:Other eye dx:-0.038 * Vital: HC-avg5to7 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1177 | OR_unadj: 1.779 [1.148 2.758] | indivs AUC:0.570 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.162 Diagnosis:9ccs3:Oth bact inf:-0.152 Diagnosis:9ccs255:Social admin:-0.137 Number of Visits:-0.136 Diagnosis:9ccs7:Viral infect:-0.123 Diagnosis:9ccs126:Ot up rsp in:-0.112 Diagnosis:9ccs247:Lymph enlarg:-0.101 Newborn Diagnosis:9ccs219:Low birth wt:-0.101 Diagnosis:9ccs92:Otitis media:-0.097 Newborn Diagnosis:9ccs222:Perint jaund:-0.087 Vital: Wt Change-avg10to13 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 616 | OR_unadj: 1.170 [0.832 1.646] | indivs AUC:0.539 Correlated most with: Number of Visits:-0.133 Diagnosis:9ccs92:Otitis media:-0.114 Diagnosis:9ccs257:Ot aftercare:-0.091 Diagnosis:9ccs125:Bronchitis:-0.090 Diagnosis:9ccs126:Ot up rsp in:-0.080 Diagnosis:9ccs128:Asthma:-0.072 Diagnosis:9ccs166:Oth male gen:-0.069 Diagnosis:9ccs113:Late eff CVD:-0.068 Diagnosis:9ccs122:Pneumonia:-0.065 Diagnosis:9ccs7:Viral infect:-0.063 * Vital: Wt-avg19to24 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1417 | OR_unadj: 4.067 [3.209 5.154] | indivs AUC:0.749 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.086 Diagnosis:9ccs128:Asthma:0.083 Newborn Diagnosis:9ccs219:Low birth wt:-0.079 Diagnosis:9ccs136:Teeth dx:-0.063 Diagnosis:9ccs58:Ot nutrit dx:0.063 Diagnosis:9ccs147:Anal/rectal:0.063 Diagnosis:9ccs133:Oth low resp:0.063 Diagnosis:9ccs246:FUO:0.059 Diagnosis:9ccs208:Acq foot def:0.057 Diagnosis:9ccs137:Mouth dx:-0.054 * Vital: Ht-avg5to7 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1348 | OR_unadj: 1.486 [1.156 1.909] | indivs AUC:0.540 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.150 Diagnosis:9ccs219:Low birth wt:-0.106 Diagnosis:9ccs3:Oth bact inf:0.097 Newborn Diagnosis:9ccs218:Liveborn:-0.097 Newborn Diagnosis:9ccs253:Allergy:-0.083 Newborn Diagnosis:9ccs221:Resp distres:-0.076 Newborn Diagnosis:9ccs256:Exam/eval:-0.071 Newborn Diagnosis:9ccs222:Perint jaund:-0.070 Diagnosis:9ccs59:Anemia:-0.068 Diagnosis:9ccs10:Immuniz/scrn:-0.063 Vital: HC-gain13to19 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1054 | OR_unadj: 1.081 [0.862 1.357] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs166:Oth male gen:-0.060 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.060 Diagnosis:9ccs243:Poisn nonmed:0.059 Diagnosis:9ccs74:Ot mentl cnd:0.049 Diagnosis:9ccs208:Acq foot def:-0.048 Diagnosis:9ccs244:Other injury:0.047 Lab:294205 TSH REFLEX TO FT4 - LMC:0.045 Diagnosis:9ccs62:Coag/hemr dx:-0.044 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.043 Diagnosis:9ccs217:Ot cong anom:0.042 Vital: RR-latest | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 795 | OR_unadj: 1.214 [0.892 1.653] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs151:Oth liver dx:0.083 Diagnosis:9ccs92:Otitis media:-0.078 Diagnosis:9ccs125:Bronchitis:0.069 Diagnosis:9ccs127:COPD:-0.064 Diagnosis:9ccs124:Tonsillitis:-0.063 Diagnosis:9ccs123:Influenza:0.063 Diagnosis:9ccs10:Immuniz/scrn:0.056 Newborn Diagnosis:9ccs213:Cardiac anom:-0.056 Number of Visits:-0.052 Diagnosis:9ccs0:No DX:0.051 * Vital: HC-avg16to19 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 933 | OR_unadj: 1.456 [1.141 1.858] | indivs AUC:0.601 Correlated most with: Diagnosis:9ccs216:Nerv cong an:-0.103 Lab:297262 HEMOGLOBIN (HEMOCUE):0.093 Diagnosis:9ccs143:Abdom hernia:0.078 Newborn Diagnosis:9ccs224:Ot perint dx:0.073 MatDeliveryAge:0.068 Diagnosis:9ccs59:Anemia:-0.065 Diagnosis:9ccs253:Allergy:0.060 Diagnosis:9ccs209:Ot acq defor:0.058 Diagnosis:9ccs217:Ot cong anom:0.057 Diagnosis:9ccs137:Mouth dx:-0.055 * Vital: Wt Percentile-avg16to19 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 746 | OR_unadj: 2.004 [1.568 2.561] | indivs AUC:0.605 Correlated most with: Diagnosis:9ccs136:Teeth dx:-0.076 Diagnosis:9ccs143:Abdom hernia:0.067 Newborn Diagnosis:9ccs253:Allergy:-0.064 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.061 Diagnosis:9ccs239:Superfic inj:-0.058 Diagnosis:9ccs128:Asthma:0.057 Newborn Diagnosis:9ccs191:Amnios dx:0.056 Diagnosis:9ccs253:Allergy:0.056 Diagnosis:9ccs147:Anal/rectal:0.055 Newborn Diagnosis:9ccs215:gu cong anom:0.055 Vital: Wt Percentile-gain3to7 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 491 | OR_unadj: 1.157 [0.795 1.685] | indivs AUC:0.536 Correlated most with: Diagnosis:9ccs213:Cardiac anom:0.082 Diagnosis:9ccs154:Gastroent:-0.079 Diagnosis:9ccs251:Abdomnl pain:0.056 Diagnosis:9ccs125:Bronchitis:-0.056 Diagnosis:9ccs151:Oth liver dx:-0.056 Diagnosis:9ccs250:Nausea/vomit:-0.054 Diagnosis:9ccs75:Hx mental dx:0.053 Diagnosis:9ccs197:Skin infectn:0.050 Lab:294205 TSH REFLEX TO FT4 - LMC:0.050 Diagnosis:9ccs217:Ot cong anom:-0.049 Vital: Ht Percentile-gain3to7 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 514 | OR_unadj: 0.967 [0.692 1.353] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs154:Gastroent:-0.076 Diagnosis:9ccs48:Thyroid dsor:-0.070 Diagnosis:9ccs83:Epilepsy/cnv:0.058 Diagnosis:9ccs200:Oth skin dx:-0.052 Diagnosis:9ccs64:Ot hematl dx:0.051 Diagnosis:9ccs215:gu cong anom:-0.050 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.049 Diagnosis:9ccs141:Ot dx stomch:-0.048 Diagnosis:9ccs211:Ot conn tiss:-0.047 Newborn Diagnosis:9ccs217:Ot cong anom:0.043 * Vital: Wt-gain0to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1411 | OR_unadj: 3.949 [3.118 5.001] | indivs AUC:0.735 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.090 Diagnosis:9ccs128:Asthma:0.084 Newborn Diagnosis:9ccs219:Low birth wt:-0.075 Diagnosis:9ccs136:Teeth dx:-0.065 Diagnosis:9ccs147:Anal/rectal:0.063 Diagnosis:9ccs133:Oth low resp:0.063 Diagnosis:9ccs58:Ot nutrit dx:0.063 Diagnosis:9ccs246:FUO:0.060 Diagnosis:9ccs208:Acq foot def:0.057 Diagnosis:9ccs137:Mouth dx:-0.055 * Vital: Wt for Len Percentile-gain0to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1392 | OR_unadj: 3.861 [3.032 4.917] | indivs AUC:0.753 Correlated most with: Diagnosis:9ccs128:Asthma:0.080 Diagnosis:9ccs243:Poisn nonmed:0.068 Diagnosis:9ccs95:Oth nerv dx:-0.066 Diagnosis:9ccs246:FUO:0.062 Diagnosis:9ccs133:Oth low resp:0.061 Diagnosis:9ccs138:Esophgeal dx:-0.060 MatDeliveryAge:-0.060 Diagnosis:9ccs209:Ot acq defor:0.052 Diagnosis:9ccs7:Viral infect:-0.048 Newborn Diagnosis:9ccs191:Amnios dx:0.048 Vital: Ht Percentile-gain1to5 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 452 | OR_unadj: 0.762 [0.526 1.105] | indivs AUC:0.466 Correlated most with: Lab:306605 BILIRUBIN DIRECT - Sunrise:0.060 Diagnosis:9ccs258:Other screen:-0.051 Diagnosis:9ccs143:Abdom hernia:0.050 Diagnosis:9ccs48:Thyroid dsor:0.046 Diagnosis:9ccs253:Allergy:-0.045 Newborn Diagnosis:9ccs215:gu cong anom:0.044 Diagnosis:9ccs133:Oth low resp:-0.043 Lab:292495 LEAD LEVEL - Sunrise:-0.042 Diagnosis:9ccs95:Oth nerv dx:0.041 MatDeliveryAge:0.039 * Vital: Wt for Len Percentile-avg19to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1398 | OR_unadj: 3.884 [3.049 4.948] | indivs AUC:0.767 Correlated most with: Diagnosis:9ccs128:Asthma:0.082 Diagnosis:9ccs243:Poisn nonmed:0.069 Diagnosis:9ccs95:Oth nerv dx:-0.064 Diagnosis:9ccs246:FUO:0.062 Diagnosis:9ccs138:Esophgeal dx:-0.061 Diagnosis:9ccs133:Oth low resp:0.060 MatDeliveryAge:-0.054 Newborn Diagnosis:9ccs191:Amnios dx:0.053 Diagnosis:9ccs209:Ot acq defor:0.052 Diagnosis:9ccs92:Otitis media:0.052 * Vital: Ht Percentile-gain0to24 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 926 | OR_unadj: 1.596 [1.246 2.043] | indivs AUC:0.590 Correlated most with: Diagnosis:9ccs136:Teeth dx:-0.075 Diagnosis:9ccs59:Anemia:-0.074 Diagnosis:9ccs147:Anal/rectal:0.061 Diagnosis:9ccs212:Ot bone dx:-0.061 Diagnosis:9ccs243:Poisn nonmed:-0.056 Newborn Diagnosis:9ccs223:Birth trauma:0.056 Diagnosis:9ccs2603:E Codes: Fall:-0.055 Diagnosis:9ccs244:Other injury:0.055 Diagnosis:9ccs223:Birth trauma:0.054 Diagnosis:9ccs239:Superfic inj:-0.053 Vital: Wt Change-avg13to16 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 626 | OR_unadj: 0.825 [0.577 1.179] | indivs AUC:0.528 Correlated most with: Number of Visits:-0.162 Diagnosis:9ccs92:Otitis media:-0.111 Diagnosis:9ccs125:Bronchitis:-0.087 Diagnosis:9ccs126:Ot up rsp in:-0.087 Diagnosis:9ccs257:Ot aftercare:-0.081 Diagnosis:9ccs7:Viral infect:-0.067 Newborn Diagnosis:9ccs223:Birth trauma:0.064 Diagnosis:9ccs122:Pneumonia:-0.063 Diagnosis:9ccs159:UTI:-0.060 Diagnosis:9ccs117:Ot circul dx:-0.060 * Vital: Ht-avg1to3 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1374 | OR_unadj: 1.477 [1.174 1.858] | indivs AUC:0.528 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.290 Diagnosis:9ccs219:Low birth wt:-0.225 Newborn Diagnosis:9ccs221:Resp distres:-0.146 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.126 Newborn Diagnosis:9ccs256:Exam/eval:-0.108 Newborn Diagnosis:9ccs253:Allergy:-0.106 Newborn Diagnosis:9ccs222:Perint jaund:-0.099 Lab:297262 HEMOGLOBIN (HEMOCUE):0.095 Diagnosis:9ccs2:Septicemia:0.078 Diagnosis:9ccs8:Oth infectns:0.059 Vital: HR-avg13to16 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 418 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.481 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:0.070 Diagnosis:9ccs74:Ot mentl cnd:-0.061 Diagnosis:9ccs92:Otitis media:0.054 Lab:292495 LEAD LEVEL - Sunrise:-0.053 Diagnosis:9ccs259:Unclassified:0.051 Diagnosis:9ccs247:Lymph enlarg:-0.048 Diagnosis:9ccs64:Ot hematl dx:0.047 Diagnosis:9ccs125:Bronchitis:-0.047 Diagnosis:9ccs198:Ot infl skin:0.046 Diagnosis:9ccs95:Oth nerv dx:-0.046 * Vital: Ht Percentile-avg10to13 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 660 | OR_unadj: 1.758 [1.345 2.298] | indivs AUC:0.555 Correlated most with: Diagnosis:9ccs223:Birth trauma:0.096 Newborn Diagnosis:9ccs223:Birth trauma:0.075 Newborn Diagnosis:9ccs219:Low birth wt:-0.069 Diagnosis:9ccs117:Ot circul dx:-0.064 Newborn Diagnosis:9ccs221:Resp distres:-0.062 Diagnosis:9ccs205:Back problem:0.062 Diagnosis:9ccs219:Low birth wt:-0.060 Diagnosis:9ccs58:Ot nutrit dx:0.059 Newborn Diagnosis:9ccs253:Allergy:-0.055 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.055 Vital: Wt Percentile-gain5to10 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 574 | OR_unadj: 0.822 [0.563 1.199] | indivs AUC:0.524 Correlated most with: Diagnosis:9ccs92:Otitis media:0.091 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.086 Diagnosis:9ccs125:Bronchitis:0.078 Diagnosis:9ccs257:Ot aftercare:0.059 Newborn Diagnosis:9ccs95:Oth nerv dx:0.058 Diagnosis:9ccs90:Eye infectn:0.056 Newborn Diagnosis:9ccs219:Low birth wt:0.056 Diagnosis:9ccs7:Viral infect:0.055 Diagnosis:9ccs147:Anal/rectal:0.053 Diagnosis:9ccs137:Mouth dx:-0.053 Vital: HC-avg10to13 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1210 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.608 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.296 Number of Visits:-0.273 Diagnosis:9ccs255:Social admin:-0.264 Diagnosis:9ccs126:Ot up rsp in:-0.240 Diagnosis:9ccs7:Viral infect:-0.222 Diagnosis:9ccs257:Ot aftercare:-0.195 Diagnosis:9ccs92:Otitis media:-0.179 Diagnosis:9ccs125:Bronchitis:-0.138 Diagnosis:9ccs59:Anemia:-0.135 Diagnosis:9ccs135:Intest infct:-0.125 Vital: HR-avg10to13 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 456 | OR_unadj: 1.345 [0.952 1.900] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs244:Other injury:-0.076 Diagnosis:9ccs159:UTI:0.068 Diagnosis:9ccs58:Ot nutrit dx:0.066 Diagnosis:9ccs7:Viral infect:0.056 Diagnosis:9ccs92:Otitis media:0.056 Diagnosis:9ccs151:Oth liver dx:0.050 Diagnosis:9ccs223:Birth trauma:-0.049 Diagnosis:9ccs213:Cardiac anom:0.048 Diagnosis:9ccs2:Septicemia:0.047 Diagnosis:9ccs166:Oth male gen:0.045 * Vital: HR-avg5to7 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 318 | OR_unadj: 2.013 [1.408 2.877] | indivs AUC:0.546 Correlated most with: Diagnosis:9ccs117:Ot circul dx:-0.077 Diagnosis:9ccs213:Cardiac anom:-0.075 Diagnosis:9ccs125:Bronchitis:0.071 Diagnosis:9ccs48:Thyroid dsor:0.066 Diagnosis:9ccs59:Anemia:0.062 Diagnosis:9ccs96:Hrt valve dx:-0.055 Diagnosis:9ccs253:Allergy:-0.055 Newborn Diagnosis:9ccs218:Liveborn:0.054 Diagnosis:9ccs134:Ot uppr resp:-0.052 Newborn Diagnosis:9ccs191:Amnios dx:0.050 Vital: Ht Percentile-gain5to10 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 590 | OR_unadj: 0.909 [0.659 1.253] | indivs AUC:0.501 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:0.074 Newborn Diagnosis:9ccs191:Amnios dx:-0.062 Lab:292495 LEAD LEVEL - Sunrise:0.057 Diagnosis:9ccs243:Poisn nonmed:0.055 Diagnosis:9ccs250:Nausea/vomit:-0.053 Diagnosis:9ccs137:Mouth dx:-0.046 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.045 Diagnosis:9ccs247:Lymph enlarg:0.044 Newborn Diagnosis:9ccs224:Ot perint dx:-0.042 Diagnosis:9ccs155:Other GI dx:-0.041 * Vital: Ht-avg3to5 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1321 | OR_unadj: 1.312 [1.007 1.711] | indivs AUC:0.550 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.209 Diagnosis:9ccs219:Low birth wt:-0.174 Diagnosis:9ccs10:Immuniz/scrn:-0.152 Newborn Diagnosis:9ccs253:Allergy:-0.127 Diagnosis:9ccs255:Social admin:-0.111 Newborn Diagnosis:9ccs256:Exam/eval:-0.098 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.097 Newborn Diagnosis:9ccs222:Perint jaund:-0.090 Diagnosis:9ccs126:Ot up rsp in:-0.087 Newborn Diagnosis:9ccs221:Resp distres:-0.085 Vital: HC-avg13to16 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 973 | OR_unadj: 1.129 [0.890 1.433] | indivs AUC:0.554 Correlated most with: Lab:297262 HEMOGLOBIN (HEMOCUE):0.082 Diagnosis:9ccs143:Abdom hernia:0.073 Newborn Diagnosis:9ccs224:Ot perint dx:0.068 Diagnosis:9ccs62:Coag/hemr dx:0.066 Diagnosis:9ccs76:Meningitis:-0.063 Diagnosis:9ccs209:Ot acq defor:0.055 Diagnosis:9ccs216:Nerv cong an:-0.053 Newborn Diagnosis:9ccs219:Low birth wt:-0.049 Diagnosis:9ccs253:Allergy:0.048 Diagnosis:9ccs137:Mouth dx:-0.048 Vital: HR-avg19to24 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 455 | OR_unadj: 1.253 [0.883 1.777] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:-0.069 Diagnosis:9ccs259:Unclassified:0.066 Diagnosis:9ccs212:Ot bone dx:-0.060 Diagnosis:9ccs89:Blindness:-0.056 Diagnosis:9ccs223:Birth trauma:0.046 Diagnosis:9ccs205:Back problem:0.044 Diagnosis:9ccs127:COPD:-0.043 Lab:297275 STREP RAPID TEST (POCT):0.041 Diagnosis:9ccs135:Intest infct:-0.041 Number of Visits:-0.041 Vital: Wt Change-avg7to10 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 504 | OR_unadj: 0.896 [0.600 1.337] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs92:Otitis media:-0.126 Number of Visits:-0.120 Diagnosis:9ccs125:Bronchitis:-0.100 Diagnosis:9ccs166:Oth male gen:-0.085 Diagnosis:9ccs257:Ot aftercare:-0.084 Diagnosis:9ccs128:Asthma:-0.082 Diagnosis:9ccs7:Viral infect:-0.073 Diagnosis:9ccs122:Pneumonia:-0.066 Diagnosis:9ccs126:Ot up rsp in:-0.063 Diagnosis:9ccs59:Anemia:-0.062 Vital: HC-avg3to5 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1164 | OR_unadj: 1.089 [0.860 1.379] | indivs AUC:0.511 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.154 Newborn Diagnosis:9ccs221:Resp distres:-0.100 Diagnosis:9ccs219:Low birth wt:-0.091 Lab:297262 HEMOGLOBIN (HEMOCUE):0.089 Newborn Diagnosis:9ccs224:Ot perint dx:0.079 Newborn Diagnosis:9ccs222:Perint jaund:-0.068 Newborn Diagnosis:9ccs253:Allergy:-0.068 Diagnosis:9ccs213:Cardiac anom:-0.065 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.065 Diagnosis:9ccs216:Nerv cong an:-0.063 Vital: Ht Percentile-avg13to16 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 661 | OR_unadj: 1.285 [0.973 1.695] | indivs AUC:0.545 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:0.074 Newborn Diagnosis:9ccs253:Allergy:-0.064 Diagnosis:9ccs0:No DX:0.058 Diagnosis:9ccs223:Birth trauma:0.057 Newborn Diagnosis:9ccs94:Other ear dx:0.057 Newborn Diagnosis:9ccs221:Resp distres:-0.056 Newborn Diagnosis:9ccs191:Amnios dx:0.055 Diagnosis:9ccs117:Ot circul dx:-0.055 Newborn Diagnosis:9ccs219:Low birth wt:-0.054 Diagnosis:9ccs219:Low birth wt:-0.054 * Vital: Wt for Len Percentile-avg16to19 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1294 | OR_unadj: 3.224 [2.551 4.073] | indivs AUC:0.735 Correlated most with: MatDeliveryAge:-0.089 Diagnosis:9ccs128:Asthma:0.059 Newborn Diagnosis:9ccs215:gu cong anom:0.056 Diagnosis:9ccs253:Allergy:0.056 Diagnosis:9ccs138:Esophgeal dx:-0.052 Newborn Diagnosis:9ccs191:Amnios dx:0.050 Diagnosis:9ccs246:FUO:0.050 Diagnosis:9ccs143:Abdom hernia:0.049 Diagnosis:9ccs94:Other ear dx:0.049 Diagnosis:9ccs64:Ot hematl dx:0.048 * Vital: Ht-avg19to24 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.004] | occ: 1391 | OR_unadj: 1.584 [1.262 1.987] | indivs AUC:0.584 Correlated most with: Diagnosis:9ccs242:Poisn ot med:-0.075 Diagnosis:9ccs127:COPD:0.072 Diagnosis:9ccs55:Fluid/elc dx:-0.071 Newborn Diagnosis:9ccs224:Ot perint dx:0.062 Newborn Diagnosis:9ccs219:Low birth wt:-0.061 Diagnosis:9ccs133:Oth low resp:0.061 Diagnosis:9ccs62:Coag/hemr dx:-0.060 Diagnosis:9ccs147:Anal/rectal:0.060 Diagnosis:9ccs253:Allergy:0.059 Diagnosis:9ccs256:Exam/eval:0.058 * Vital: Wt for Len Percentile-avg5to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1198 | OR_unadj: 2.078 [1.634 2.643] | indivs AUC:0.619 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.091 Diagnosis:9ccs95:Oth nerv dx:-0.078 Newborn Diagnosis:9ccs191:Amnios dx:0.076 Diagnosis:9ccs128:Asthma:0.070 Diagnosis:9ccs59:Anemia:0.062 Diagnosis:9ccs224:Ot perint dx:-0.061 Diagnosis:9ccs92:Otitis media:0.058 Diagnosis:9ccs246:FUO:0.052 Newborn Diagnosis:9ccs224:Ot perint dx:-0.051 Newborn Diagnosis:9ccs223:Birth trauma:-0.050 * Vital: Ht Percentile-avg19to24 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 931 | OR_unadj: 1.595 [1.246 2.040] | indivs AUC:0.596 Correlated most with: Diagnosis:9ccs136:Teeth dx:-0.078 Diagnosis:9ccs59:Anemia:-0.076 Diagnosis:9ccs212:Ot bone dx:-0.061 Diagnosis:9ccs147:Anal/rectal:0.058 Diagnosis:9ccs243:Poisn nonmed:-0.058 Newborn Diagnosis:9ccs223:Birth trauma:0.056 Diagnosis:9ccs2603:E Codes: Fall:-0.055 Diagnosis:9ccs244:Other injury:0.055 Diagnosis:9ccs223:Birth trauma:0.054 Diagnosis:9ccs239:Superfic inj:-0.051 * Vital: Wt Percentile-gain1to5 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 424 | OR_unadj: 0.622 [0.403 0.960] | indivs AUC:0.467 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:0.096 Newborn Diagnosis:9ccs191:Amnios dx:0.067 Diagnosis:9ccs126:Ot up rsp in:0.061 Newborn Diagnosis:9ccs218:Liveborn:-0.059 Diagnosis:9ccs212:Ot bone dx:-0.056 Diagnosis:9ccs242:Poisn ot med:0.054 Number of Visits:0.054 Diagnosis:9ccs205:Back problem:0.054 Lab:294205 TSH REFLEX TO FT4 - LMC:0.054 Diagnosis:9ccs4:Mycoses:0.052 * Vital: Wt Percentile-gain0to24 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 914 | OR_unadj: 2.491 [1.969 3.150] | indivs AUC:0.673 Correlated most with: Diagnosis:9ccs136:Teeth dx:-0.092 Diagnosis:9ccs128:Asthma:0.073 Diagnosis:9ccs59:Anemia:-0.058 Newborn Diagnosis:9ccs253:Allergy:-0.057 MatDeliveryAge:-0.055 Diagnosis:9ccs253:Allergy:0.053 Diagnosis:9ccs62:Coag/hemr dx:-0.052 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.052 Diagnosis:9ccs239:Superfic inj:-0.051 Diagnosis:9ccs147:Anal/rectal:0.049 * Vital: Wt Percentile-avg19to24 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 920 | OR_unadj: 2.523 [1.996 3.191] | indivs AUC:0.683 Correlated most with: Diagnosis:9ccs136:Teeth dx:-0.095 Diagnosis:9ccs128:Asthma:0.072 Diagnosis:9ccs59:Anemia:-0.064 Newborn Diagnosis:9ccs253:Allergy:-0.057 Diagnosis:9ccs253:Allergy:0.054 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.051 Diagnosis:9ccs62:Coag/hemr dx:-0.051 MatDeliveryAge:-0.050 Diagnosis:9ccs239:Superfic inj:-0.050 Diagnosis:9ccs147:Anal/rectal:0.049 Vital: HR-avg16to19 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 366 | OR_unadj: 1.321 [0.899 1.943] | indivs AUC:0.492 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.084 Newborn Diagnosis:9ccs217:Ot cong anom:0.083 Diagnosis:9ccs217:Ot cong anom:0.074 Diagnosis:9ccs247:Lymph enlarg:-0.073 Diagnosis:9ccs259:Unclassified:0.066 Diagnosis:9ccs10:Immuniz/scrn:0.064 Diagnosis:9ccs159:UTI:0.063 Diagnosis:9ccs75:Hx mental dx:0.062 Diagnosis:9ccs76:Meningitis:0.062 Diagnosis:9ccs258:Other screen:0.061 Vital: HR-avg1to3 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 265 | OR_unadj: 0.901 [0.585 1.388] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs7:Viral infect:0.104 Newborn Diagnosis:9ccs191:Amnios dx:0.090 Diagnosis:9ccs125:Bronchitis:0.076 Diagnosis:9ccs122:Pneumonia:0.065 Diagnosis:9ccs147:Anal/rectal:-0.065 Diagnosis:9ccs141:Ot dx stomch:0.063 Diagnosis:9ccs143:Abdom hernia:0.061 Diagnosis:9ccs198:Ot infl skin:0.060 Diagnosis:9ccs239:Superfic inj:0.053 Diagnosis:9ccs127:COPD:0.051 Vital: Ht Percentile-gain0to3 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 388 | OR_unadj: 1.032 [0.709 1.504] | indivs AUC:0.540 Correlated most with: Diagnosis:9ccs64:Ot hematl dx:-0.078 Diagnosis:9ccs133:Oth low resp:0.076 Diagnosis:9ccs250:Nausea/vomit:0.074 Diagnosis:9ccs62:Coag/hemr dx:-0.074 Number of Visits:0.071 Diagnosis:9ccs224:Ot perint dx:0.069 Diagnosis:9ccs151:Oth liver dx:0.056 Diagnosis:9ccs7:Viral infect:0.054 Diagnosis:9ccs197:Skin infectn:-0.051 Newborn Diagnosis:9ccs0:No DX:0.048 * Vital: HC-avg19to24 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 933 | OR_unadj: 1.593 [1.247 2.034] | indivs AUC:0.601 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:0.085 Diagnosis:9ccs143:Abdom hernia:0.064 Diagnosis:9ccs251:Abdomnl pain:-0.056 Newborn Diagnosis:9ccs224:Ot perint dx:0.056 Diagnosis:9ccs137:Mouth dx:-0.054 Newborn Diagnosis:9ccs219:Low birth wt:-0.054 Diagnosis:9ccs59:Anemia:-0.054 Newborn Diagnosis:9ccs191:Amnios dx:0.052 Lab:297262 HEMOGLOBIN (HEMOCUE):0.051 Diagnosis:9ccs216:Nerv cong an:-0.051 * Vital: Wt for Len Percentile-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1601 | OR_unadj: 4.255 [3.294 5.497] | indivs AUC:0.751 Correlated most with: Diagnosis:9ccs128:Asthma:0.102 Diagnosis:9ccs95:Oth nerv dx:-0.074 Diagnosis:9ccs138:Esophgeal dx:-0.073 MatDeliveryAge:-0.064 Diagnosis:9ccs133:Oth low resp:0.061 Diagnosis:9ccs243:Poisn nonmed:0.061 Diagnosis:9ccs122:Pneumonia:0.060 Diagnosis:9ccs246:FUO:0.058 Diagnosis:9ccs92:Otitis media:0.057 Diagnosis:9ccs125:Bronchitis:0.055 * Vital: Wt Percentile-avg13to16 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 654 | OR_unadj: 1.705 [1.318 2.206] | indivs AUC:0.580 Correlated most with: Diagnosis:9ccs239:Superfic inj:-0.092 Diagnosis:9ccs136:Teeth dx:-0.079 Newborn Diagnosis:9ccs191:Amnios dx:0.063 Diagnosis:9ccs143:Abdom hernia:0.059 Newborn Diagnosis:9ccs215:gu cong anom:0.059 Newborn Diagnosis:9ccs218:Liveborn:0.055 Diagnosis:9ccs0:No DX:0.053 Diagnosis:9ccs147:Anal/rectal:0.053 Newborn Diagnosis:9ccs253:Allergy:-0.051 Diagnosis:9ccs62:Coag/hemr dx:-0.049 * Vital: Ht-gain0to24 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1385 | OR_unadj: 1.531 [1.220 1.920] | indivs AUC:0.572 Correlated most with: Diagnosis:9ccs242:Poisn ot med:-0.075 Diagnosis:9ccs127:COPD:0.070 Diagnosis:9ccs55:Fluid/elc dx:-0.070 Diagnosis:9ccs147:Anal/rectal:0.062 Newborn Diagnosis:9ccs224:Ot perint dx:0.062 Diagnosis:9ccs62:Coag/hemr dx:-0.060 Diagnosis:9ccs133:Oth low resp:0.059 Diagnosis:9ccs253:Allergy:0.058 Newborn Diagnosis:9ccs219:Low birth wt:-0.056 Diagnosis:9ccs59:Anemia:-0.056 * Vital: Wt for Len Percentile-avg7to10 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1339 | OR_unadj: 2.266 [1.799 2.853] | indivs AUC:0.670 Correlated most with: Diagnosis:9ccs128:Asthma:0.084 Diagnosis:9ccs95:Oth nerv dx:-0.083 Diagnosis:9ccs125:Bronchitis:0.077 MatDeliveryAge:-0.073 Newborn Diagnosis:9ccs191:Amnios dx:0.068 Diagnosis:9ccs143:Abdom hernia:0.066 Diagnosis:9ccs8:Oth infectns:-0.057 Diagnosis:9ccs138:Esophgeal dx:-0.055 Diagnosis:9ccs122:Pneumonia:0.053 Diagnosis:9ccs137:Mouth dx:-0.052 Vital: HR-avg3to5 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 273 | OR_unadj: 0.649 [0.397 1.061] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs224:Ot perint dx:0.077 Number of Visits:0.067 Diagnosis:9ccs135:Intest infct:0.064 Diagnosis:9ccs141:Ot dx stomch:0.063 Diagnosis:9ccs125:Bronchitis:0.060 Diagnosis:9ccs143:Abdom hernia:0.059 Diagnosis:9ccs239:Superfic inj:0.056 Diagnosis:9ccs96:Hrt valve dx:-0.054 Diagnosis:9ccs128:Asthma:0.052 Diagnosis:10ccs58:Ot nutrit dx:0.052 Vital: Ht Percentile-avg1to3 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 371 | OR_unadj: 1.004 [0.693 1.454] | indivs AUC:0.502 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.091 Diagnosis:9ccs117:Ot circul dx:-0.082 Diagnosis:9ccs219:Low birth wt:-0.077 Diagnosis:9ccs223:Birth trauma:0.073 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.064 Diagnosis:9ccs133:Oth low resp:0.064 Diagnosis:9ccs258:Other screen:0.059 Diagnosis:9ccs257:Ot aftercare:0.058 Newborn Diagnosis:9ccs256:Exam/eval:-0.052 Diagnosis:9ccs253:Allergy:0.052 * Vital: Wt for Len Percentile-avg10to13 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1404 | OR_unadj: 2.684 [2.131 3.381] | indivs AUC:0.669 Correlated most with: Diagnosis:9ccs128:Asthma:0.105 MatDeliveryAge:-0.077 Newborn Diagnosis:9ccs191:Amnios dx:0.074 Diagnosis:9ccs95:Oth nerv dx:-0.071 Diagnosis:9ccs143:Abdom hernia:0.069 Newborn Diagnosis:9ccs223:Birth trauma:-0.063 Diagnosis:9ccs125:Bronchitis:0.056 Diagnosis:9ccs136:Teeth dx:-0.055 Diagnosis:9ccs138:Esophgeal dx:-0.055 Diagnosis:9ccs222:Perint jaund:-0.051 Vital: Ht Percentile-avg7to10 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 538 | OR_unadj: 1.276 [0.951 1.712] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs117:Ot circul dx:-0.084 Diagnosis:9ccs219:Low birth wt:-0.084 Diagnosis:9ccs223:Birth trauma:0.077 Newborn Diagnosis:9ccs224:Ot perint dx:0.070 Newborn Diagnosis:9ccs253:Allergy:-0.068 Diagnosis:9ccs8:Oth infectns:0.061 Newborn Diagnosis:9ccs223:Birth trauma:0.059 Newborn Diagnosis:9ccs219:Low birth wt:-0.057 Diagnosis:9ccs222:Perint jaund:0.054 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.054 * Vital: Wt Percentile-avg7to10 | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 536 | OR_unadj: 1.504 [1.134 1.995] | indivs AUC:0.544 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.096 Newborn Diagnosis:9ccs191:Amnios dx:0.092 Diagnosis:9ccs155:Other GI dx:-0.082 Diagnosis:9ccs223:Birth trauma:0.075 Diagnosis:9ccs219:Low birth wt:-0.074 Newborn Diagnosis:9ccs215:gu cong anom:0.068 Diagnosis:9ccs95:Oth nerv dx:-0.060 Newborn Diagnosis:9ccs253:Allergy:-0.057 Diagnosis:9ccs159:UTI:0.055 Diagnosis:9ccs216:Nerv cong an:-0.054 * Vital: Wt Percentile-avg10to13 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 638 | OR_unadj: 1.802 [1.392 2.332] | indivs AUC:0.586 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.083 Diagnosis:9ccs136:Teeth dx:-0.082 Diagnosis:9ccs155:Other GI dx:-0.075 Diagnosis:9ccs239:Superfic inj:-0.070 Diagnosis:9ccs143:Abdom hernia:0.069 Diagnosis:9ccs205:Back problem:0.061 Diagnosis:9ccs223:Birth trauma:0.059 Newborn Diagnosis:9ccs215:gu cong anom:0.058 Diagnosis:9ccs62:Coag/hemr dx:-0.055 Diagnosis:9ccs138:Esophgeal dx:-0.051 * Vital: BMI Percentile-avg19to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 275 | OR_unadj: 2.882 [2.032 4.086] | indivs AUC:0.597 Correlated most with: Newborn Diagnosis:9ccs253:Allergy:-0.086 Diagnosis:9ccs48:Thyroid dsor:-0.077 Diagnosis:9ccs58:Ot nutrit dx:0.074 Newborn Diagnosis:9ccs191:Amnios dx:0.069 Diagnosis:9ccs209:Ot acq defor:0.068 Diagnosis:9ccs128:Asthma:0.064 Diagnosis:9ccs117:Ot circul dx:-0.057 Lab:294147 FREE T4 - LMC:0.051 Newborn Diagnosis:9ccs215:gu cong anom:0.050 Diagnosis:9ccs161:Ot dx kidney:0.049 * Vital: HC-gain0to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 920 | OR_unadj: 1.672 [1.308 2.137] | indivs AUC:0.604 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:0.085 Diagnosis:9ccs251:Abdomnl pain:-0.057 Diagnosis:9ccs143:Abdom hernia:0.056 Newborn Diagnosis:9ccs224:Ot perint dx:0.056 Newborn Diagnosis:9ccs191:Amnios dx:0.053 Newborn Diagnosis:9ccs219:Low birth wt:-0.052 Diagnosis:9ccs137:Mouth dx:-0.052 Diagnosis:9ccs216:Nerv cong an:-0.051 Lab:297262 HEMOGLOBIN (HEMOCUE):0.051 Diagnosis:9ccs141:Ot dx stomch:-0.051 Vital: Ht Percentile-avg5to7 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 474 | OR_unadj: 1.174 [0.856 1.610] | indivs AUC:0.517 Correlated most with: Diagnosis:9ccs117:Ot circul dx:-0.088 Diagnosis:9ccs219:Low birth wt:-0.082 Newborn Diagnosis:9ccs217:Ot cong anom:0.081 Diagnosis:9ccs223:Birth trauma:0.074 Diagnosis:9ccs48:Thyroid dsor:-0.071 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.069 Newborn Diagnosis:9ccs219:Low birth wt:-0.060 Newborn Diagnosis:9ccs224:Ot perint dx:0.060 Diagnosis:9ccs159:UTI:0.056 Diagnosis:9ccs95:Oth nerv dx:0.055 * Vital: Wt for Len Percentile-avg13to16 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1286 | OR_unadj: 2.171 [1.726 2.731] | indivs AUC:0.666 Correlated most with: MatDeliveryAge:-0.076 Diagnosis:9ccs147:Anal/rectal:0.072 Diagnosis:9ccs128:Asthma:0.064 Diagnosis:9ccs136:Teeth dx:-0.064 Diagnosis:9ccs143:Abdom hernia:0.061 Diagnosis:9ccs151:Oth liver dx:-0.055 Diagnosis:9ccs10:Immuniz/scrn:-0.055 Diagnosis:9ccs138:Esophgeal dx:-0.054 Diagnosis:9ccs95:Oth nerv dx:-0.052 Diagnosis:9ccs7:Viral infect:-0.049 Vital: Wt Change-avg5to7 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 425 | OR_unadj: 1.110 [0.767 1.607] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs125:Bronchitis:-0.121 Number of Visits:-0.114 Diagnosis:9ccs92:Otitis media:-0.106 Diagnosis:9ccs7:Viral infect:-0.086 Diagnosis:9ccs257:Ot aftercare:-0.078 Diagnosis:9ccs166:Oth male gen:-0.072 Diagnosis:9ccs126:Ot up rsp in:-0.068 Diagnosis:9ccs90:Eye infectn:-0.059 Diagnosis:9ccs165:Inf male gen:-0.055 Diagnosis:9ccs141:Ot dx stomch:-0.054 Vital: Wt Percentile-gain0to3 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 363 | OR_unadj: 1.189 [0.815 1.732] | indivs AUC:0.515 Correlated most with: Lab:306605 BILIRUBIN DIRECT - Sunrise:0.125 Diagnosis:9ccs47:Ot bnign neo:0.072 Diagnosis:9ccs151:Oth liver dx:0.067 Diagnosis:9ccs161:Ot dx kidney:0.065 Diagnosis:9ccs208:Acq foot def:0.065 Diagnosis:9ccs7:Viral infect:0.063 Diagnosis:9ccs143:Abdom hernia:0.059 Diagnosis:9ccs240:Burns:0.057 Diagnosis:9ccs166:Oth male gen:0.055 Diagnosis:9ccs117:Ot circul dx:0.049 Vital: Wt Change-avg3to5 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 370 | OR_unadj: 0.972 [0.656 1.439] | indivs AUC:0.549 Correlated most with: Number of Visits:-0.115 Diagnosis:9ccs133:Oth low resp:-0.097 Diagnosis:9ccs92:Otitis media:-0.081 Diagnosis:9ccs125:Bronchitis:-0.076 Diagnosis:9ccs127:COPD:-0.073 Diagnosis:9ccs257:Ot aftercare:-0.068 Diagnosis:9ccs117:Ot circul dx:0.068 Diagnosis:9ccs198:Ot infl skin:-0.067 Diagnosis:9ccs143:Abdom hernia:-0.062 Diagnosis:9ccs128:Asthma:-0.059 Vital: Wt Change-avg1to3 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 316 | OR_unadj: 0.819 [0.534 1.257] | indivs AUC:0.475 Correlated most with: Diagnosis:9ccs154:Gastroent:-0.076 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.075 Diagnosis:9ccs133:Oth low resp:-0.070 Diagnosis:9ccs258:Other screen:0.065 Diagnosis:9ccs74:Ot mentl cnd:0.064 Diagnosis:9ccs64:Ot hematl dx:0.062 Lab:323700 CULTURE THROAT W SENS - Sunrise:0.061 Diagnosis:9ccs89:Blindness:-0.059 Diagnosis:9ccs211:Ot conn tiss:-0.059 Diagnosis:9ccs197:Skin infectn:-0.053 Diagnosis:9ccs10:Immuniz/scrn | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1428 | OR_unadj: 0.961 [0.720 1.284] | indivs AUC:0.455 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:1.000 Diagnosis:9ccs255:Social admin:0.472 Diagnosis:9ccs126:Ot up rsp in:0.309 Number of Visits:0.260 Diagnosis:9ccs7:Viral infect:0.243 Diagnosis:9ccs257:Ot aftercare:0.212 Diagnosis:9ccs92:Otitis media:0.200 Diagnosis:9ccs253:Allergy:0.198 Diagnosis:9ccs125:Bronchitis:0.161 Diagnosis:9ccs90:Eye infectn:0.151 Vital: Ht Percentile-avg3to5 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 407 | OR_unadj: 1.123 [0.792 1.592] | indivs AUC:0.524 Correlated most with: Diagnosis:9ccs223:Birth trauma:0.105 Newborn Diagnosis:9ccs219:Low birth wt:-0.084 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.078 Diagnosis:9ccs215:gu cong anom:0.077 Diagnosis:9ccs219:Low birth wt:-0.066 Diagnosis:9ccs205:Back problem:0.063 Diagnosis:9ccs208:Acq foot def:-0.053 Newborn Diagnosis:9ccs217:Ot cong anom:0.052 Diagnosis:9ccs117:Ot circul dx:-0.051 Diagnosis:9ccs90:Eye infectn:0.051 Vital: RR-avg7to10 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 249 | OR_unadj: 1.208 [0.786 1.858] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs7:Viral infect:0.109 Diagnosis:9ccs125:Bronchitis:0.093 Diagnosis:9ccs219:Low birth wt:0.080 Diagnosis:9ccs76:Meningitis:-0.068 Diagnosis:9ccs135:Intest infct:0.064 Diagnosis:9ccs10:Immuniz/scrn:0.063 Diagnosis:9ccs127:COPD:-0.061 Diagnosis:9ccs74:Ot mentl cnd:0.056 Diagnosis:9ccs137:Mouth dx:0.056 Newborn Diagnosis:9ccs253:Allergy:0.056 Vital: RR-avg10to13 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 258 | OR_unadj: 1.045 [0.647 1.689] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs2:Septicemia:0.099 Diagnosis:9ccs125:Bronchitis:0.074 Diagnosis:9ccs135:Intest infct:0.072 Diagnosis:9ccs47:Ot bnign neo:-0.070 Diagnosis:9ccs7:Viral infect:0.067 Diagnosis:9ccs159:UTI:0.066 Diagnosis:9ccs197:Skin infectn:0.062 Diagnosis:9ccs223:Birth trauma:-0.057 Diagnosis:9ccs83:Epilepsy/cnv:-0.054 Diagnosis:9ccs259:Unclassified:-0.054 Vital: Ht Percentile-avg0to1 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 309 | OR_unadj: 1.145 [0.783 1.674] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.080 Diagnosis:9ccs223:Birth trauma:0.079 Diagnosis:9ccs251:Abdomnl pain:-0.077 Newborn Diagnosis:9ccs219:Low birth wt:-0.061 Diagnosis:9ccs250:Nausea/vomit:-0.057 Diagnosis:9ccs140:Gastritis:-0.057 Newborn Diagnosis:9ccs224:Ot perint dx:0.055 Diagnosis:9ccs197:Skin infectn:0.055 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.052 Newborn Diagnosis:9ccs217:Ot cong anom:0.051 Vital: HR-avg0to1 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 196 | OR_unadj: 1.544 [0.961 2.479] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs259:Unclassified:0.140 Diagnosis:9ccs213:Cardiac anom:0.081 Diagnosis:9ccs4:Mycoses:0.075 Diagnosis:9ccs223:Birth trauma:0.069 Diagnosis:9ccs76:Meningitis:-0.063 Diagnosis:9ccs197:Skin infectn:0.061 Diagnosis:9ccs123:Influenza:-0.057 Diagnosis:9ccs117:Ot circul dx:0.057 Diagnosis:9ccs48:Thyroid dsor:-0.056 Diagnosis:9ccs7:Viral infect:0.055 * Vital: Wt Percentile-avg5to7 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 462 | OR_unadj: 1.576 [1.167 2.127] | indivs AUC:0.533 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.101 Newborn Diagnosis:9ccs217:Ot cong anom:0.098 Diagnosis:9ccs205:Back problem:0.083 Diagnosis:9ccs138:Esophgeal dx:-0.081 Diagnosis:9ccs159:UTI:0.075 Diagnosis:9ccs219:Low birth wt:-0.072 Newborn Diagnosis:9ccs215:gu cong anom:0.069 Diagnosis:9ccs223:Birth trauma:0.064 Newborn Diagnosis:9ccs219:Low birth wt:-0.055 Diagnosis:9ccs155:Other GI dx:-0.051 Vital: Wt Percentile-avg0to1 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 299 | OR_unadj: 1.324 [0.896 1.956] | indivs AUC:0.514 Correlated most with: Diagnosis:9ccs117:Ot circul dx:-0.084 Newborn Diagnosis:9ccs219:Low birth wt:-0.080 Diagnosis:9ccs138:Esophgeal dx:-0.076 Diagnosis:9ccs219:Low birth wt:-0.067 Diagnosis:9ccs250:Nausea/vomit:-0.066 Diagnosis:9ccs223:Birth trauma:0.064 Diagnosis:9ccs64:Ot hematl dx:0.055 Diagnosis:9ccs128:Asthma:0.053 Diagnosis:9ccs4:Mycoses:-0.051 Diagnosis:9ccs216:Nerv cong an:-0.049 Vital: Wt Percentile-avg1to3 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 348 | OR_unadj: 1.343 [0.953 1.892] | indivs AUC:0.493 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.105 Diagnosis:9ccs219:Low birth wt:-0.099 Diagnosis:9ccs138:Esophgeal dx:-0.090 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.073 Diagnosis:9ccs117:Ot circul dx:-0.062 Diagnosis:9ccs159:UTI:0.061 Diagnosis:9ccs7:Viral infect:0.060 Newborn Diagnosis:9ccs217:Ot cong anom:0.059 Diagnosis:9ccs135:Intest infct:0.058 Diagnosis:9ccs224:Ot perint dx:-0.058 Vital: Wt Percentile-avg3to5 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 396 | OR_unadj: 1.125 [0.805 1.571] | indivs AUC:0.529 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.114 Newborn Diagnosis:9ccs217:Ot cong anom:0.107 Diagnosis:9ccs219:Low birth wt:-0.074 Newborn Diagnosis:9ccs219:Low birth wt:-0.072 Diagnosis:9ccs138:Esophgeal dx:-0.071 Diagnosis:9ccs159:UTI:0.058 Diagnosis:9ccs223:Birth trauma:0.057 Newborn Diagnosis:9ccs215:gu cong anom:0.057 Diagnosis:9ccs92:Otitis media:0.054 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.053 Vital: Wt for Len Percentile-avg3to5 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 504 | OR_unadj: 1.284 [0.941 1.751] | indivs AUC:0.596 Correlated most with: Lab:294147 FREE T4 - LMC:0.066 Diagnosis:9ccs117:Ot circul dx:-0.065 Diagnosis:9ccs211:Ot conn tiss:-0.063 Diagnosis:9ccs208:Acq foot def:0.059 Diagnosis:9ccs2:Septicemia:0.059 Diagnosis:9ccs48:Thyroid dsor:0.059 Lab:292495 LEAD LEVEL - Sunrise:-0.056 Diagnosis:9ccs155:Other GI dx:-0.055 Diagnosis:9ccs94:Other ear dx:0.051 Diagnosis:9ccs141:Ot dx stomch:-0.050 Vital: RR-avg13to16 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 199 | OR_unadj: 1.538 [0.931 2.540] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:0.075 Diagnosis:9ccs242:Poisn ot med:0.075 Diagnosis:9ccs55:Fluid/elc dx:0.067 Newborn Diagnosis:9ccs223:Birth trauma:0.059 Diagnosis:9ccs161:Ot dx kidney:0.049 Diagnosis:9ccs95:Oth nerv dx:-0.048 Diagnosis:9ccs127:COPD:-0.046 Diagnosis:9ccs198:Ot infl skin:-0.044 Newborn Diagnosis:9ccs191:Amnios dx:0.044 Diagnosis:9ccs135:Intest infct:0.044 Vital: RR-avg19to24 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 186 | OR_unadj: 1.215 [0.655 2.254] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs8:Oth infectns:0.094 Diagnosis:9ccs217:Ot cong anom:-0.086 Diagnosis:9ccs125:Bronchitis:0.080 Diagnosis:9ccs59:Anemia:0.071 Diagnosis:9ccs161:Ot dx kidney:0.063 Diagnosis:9ccs2603:E Codes: Fall:0.063 Diagnosis:9ccs159:UTI:0.060 Diagnosis:9ccs239:Superfic inj:0.056 Diagnosis:9ccs143:Abdom hernia:0.051 Newborn Diagnosis:9ccs219:Low birth wt:0.051 Vital: Wt Change-avg0to1 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 225 | OR_unadj: 0.845 [0.517 1.380] | indivs AUC:0.490 Correlated most with: Diagnosis:9ccs222:Perint jaund:-0.119 Diagnosis:9ccs151:Oth liver dx:-0.081 Diagnosis:9ccs224:Ot perint dx:-0.078 Diagnosis:9ccs244:Other injury:0.068 Diagnosis:9ccs127:COPD:0.061 Diagnosis:9ccs128:Asthma:0.058 Diagnosis:9ccs92:Otitis media:0.056 Diagnosis:9ccs217:Ot cong anom:-0.053 Diagnosis:9ccs153:GI hemorrhag:-0.052 Diagnosis:9ccs138:Esophgeal dx:-0.050 Vital: Wt for Len Percentile-gain1to5 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 495 | OR_unadj: 1.260 [0.921 1.724] | indivs AUC:0.589 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:-0.088 Diagnosis:9ccs3:Oth bact inf:-0.076 Lab:294147 FREE T4 - LMC:0.063 Diagnosis:9ccs155:Other GI dx:-0.059 Diagnosis:9ccs48:Thyroid dsor:0.058 Diagnosis:9ccs208:Acq foot def:0.057 Diagnosis:9ccs211:Ot conn tiss:-0.056 Newborn Diagnosis:9ccs223:Birth trauma:-0.054 Diagnosis:9ccs94:Other ear dx:0.054 Lab:292495 LEAD LEVEL - Sunrise:-0.052 * Vital: RR-avg5to7 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 191 | OR_unadj: 1.899 [1.195 3.018] | indivs AUC:0.522 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.232 Diagnosis:9ccs211:Ot conn tiss:0.104 Diagnosis:9ccs89:Blindness:0.077 Diagnosis:9ccs217:Ot cong anom:-0.068 Diagnosis:9ccs47:Ot bnign neo:-0.062 Diagnosis:9ccs125:Bronchitis:0.054 Diagnosis:10ccs58:Ot nutrit dx:-0.053 Diagnosis:9ccs134:Ot uppr resp:-0.052 Diagnosis:9ccs243:Poisn nonmed:-0.051 Diagnosis:9ccs7:Viral infect:0.051 Vital: RR-avg16to19 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 156 | OR_unadj: 1.148 [0.576 2.288] | indivs AUC:0.490 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.093 Diagnosis:9ccs223:Birth trauma:0.073 Diagnosis:9ccs10:Immuniz/scrn:0.073 Diagnosis:9ccs117:Ot circul dx:0.059 Diagnosis:9ccs165:Inf male gen:-0.058 Diagnosis:9ccs138:Esophgeal dx:-0.056 Diagnosis:9ccs135:Intest infct:-0.055 Diagnosis:9ccs212:Ot bone dx:0.054 Diagnosis:9ccs234:Crush injury:0.050 Newborn Diagnosis:9ccs213:Cardiac anom:-0.045 * Vital: BMI Percentile-latest | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 247 | OR_unadj: 2.918 [2.034 4.185] | indivs AUC:0.572 Correlated most with: Newborn Diagnosis:9ccs253:Allergy:-0.093 Diagnosis:9ccs48:Thyroid dsor:-0.084 Diagnosis:9ccs58:Ot nutrit dx:0.073 Newborn Diagnosis:9ccs191:Amnios dx:0.071 Diagnosis:9ccs209:Ot acq defor:0.071 Diagnosis:9ccs128:Asthma:0.068 Newborn Diagnosis:9ccs217:Ot cong anom:0.059 Diagnosis:9ccs242:Poisn ot med:-0.057 Diagnosis:9ccs62:Coag/hemr dx:0.054 Lab:294147 FREE T4 - LMC:0.050 Vital: RR-avg1to3 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 165 | OR_unadj: 1.209 [0.727 2.010] | indivs AUC:0.470 Correlated most with: Diagnosis:9ccs75:Hx mental dx:-0.080 Diagnosis:9ccs244:Other injury:-0.063 Diagnosis:9ccs153:GI hemorrhag:-0.058 Diagnosis:9ccs125:Bronchitis:0.057 Diagnosis:9ccs95:Oth nerv dx:-0.053 Diagnosis:9ccs7:Viral infect:0.053 Diagnosis:9ccs251:Abdomnl pain:-0.052 Diagnosis:9ccs219:Low birth wt:0.047 Diagnosis:9ccs151:Oth liver dx:0.047 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.047 Vital: RR-avg3to5 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 185 | OR_unadj: 1.354 [0.827 2.219] | indivs AUC:0.484 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:0.127 Diagnosis:9ccs163:Other GU dx:0.113 Diagnosis:9ccs59:Anemia:0.075 Diagnosis:9ccs224:Ot perint dx:0.073 Diagnosis:9ccs217:Ot cong anom:0.071 Diagnosis:9ccs151:Oth liver dx:0.066 Diagnosis:9ccs94:Other ear dx:0.056 Diagnosis:9ccs244:Other injury:-0.055 Diagnosis:9ccs10:Immuniz/scrn:0.054 Diagnosis:9ccs219:Low birth wt:0.052 Vital: RR-avg0to1 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 127 | OR_unadj: 1.370 [0.818 2.296] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs151:Oth liver dx:0.082 Diagnosis:9ccs75:Hx mental dx:-0.079 Diagnosis:9ccs217:Ot cong anom:-0.077 Diagnosis:9ccs222:Perint jaund:0.068 Diagnosis:9ccs212:Ot bone dx:-0.068 Newborn Diagnosis:9ccs224:Ot perint dx:-0.065 Diagnosis:9ccs7:Viral infect:0.062 Diagnosis:9ccs257:Ot aftercare:0.053 Diagnosis:9ccs74:Ot mentl cnd:-0.052 Diagnosis:9ccs48:Thyroid dsor:-0.052 * Vital: BMI Percentile-gain0to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 235 | OR_unadj: 2.838 [1.958 4.112] | indivs AUC:0.576 Correlated most with: Newborn Diagnosis:9ccs253:Allergy:-0.093 Diagnosis:9ccs48:Thyroid dsor:-0.080 Diagnosis:9ccs209:Ot acq defor:0.075 Newborn Diagnosis:9ccs191:Amnios dx:0.074 Diagnosis:9ccs58:Ot nutrit dx:0.074 Diagnosis:9ccs128:Asthma:0.073 Newborn Diagnosis:9ccs217:Ot cong anom:0.064 Diagnosis:9ccs161:Ot dx kidney:0.055 Newborn Diagnosis:9ccs215:gu cong anom:0.054 Lab:294147 FREE T4 - LMC:0.051 * Vital: BMI Percentile-gain16to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 235 | OR_unadj: 2.838 [1.958 4.112] | indivs AUC:0.576 Correlated most with: Newborn Diagnosis:9ccs253:Allergy:-0.093 Diagnosis:9ccs48:Thyroid dsor:-0.080 Diagnosis:9ccs209:Ot acq defor:0.075 Newborn Diagnosis:9ccs191:Amnios dx:0.074 Diagnosis:9ccs58:Ot nutrit dx:0.074 Diagnosis:9ccs128:Asthma:0.073 Newborn Diagnosis:9ccs217:Ot cong anom:0.064 Diagnosis:9ccs161:Ot dx kidney:0.055 Newborn Diagnosis:9ccs215:gu cong anom:0.054 Lab:294147 FREE T4 - LMC:0.051 Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 107 | OR_unadj: 1.091 [0.565 2.105] | indivs AUC:0.498 Correlated most with: Lab:295669 BILIRUBIN DIRECT - LMC:1.000 Lab:294203 BILIRUBIN TOTAL - LMC:0.374 Diagnosis:9ccs62:Coag/hemr dx:-0.113 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.078 Diagnosis:9ccs48:Thyroid dsor:0.063 Diagnosis:9ccs141:Ot dx stomch:0.061 Diagnosis:9ccs55:Fluid/elc dx:-0.057 Diagnosis:9ccs216:Nerv cong an:-0.049 Diagnosis:9ccs258:Other screen:0.048 Diagnosis:9ccs89:Blindness:0.048 Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 107 | OR_unadj: 0.882 [0.382 2.035] | indivs AUC:0.513 Correlated most with: Lab:294203 BILIRUBIN TOTAL - LMC:1.000 Lab:295669 BILIRUBIN DIRECT - LMC:0.374 Diagnosis:9ccs151:Oth liver dx:-0.123 Diagnosis:9ccs222:Perint jaund:-0.101 Diagnosis:9ccs205:Back problem:0.095 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.082 Newborn Diagnosis:9ccs215:gu cong anom:0.062 Diagnosis:9ccs10:Immuniz/scrn:-0.062 Diagnosis:9ccs55:Fluid/elc dx:-0.057 Diagnosis:9ccs161:Ot dx kidney:0.055 Diagnosis:9ccs126:Ot up rsp in | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1288 | OR_unadj: 0.968 [0.750 1.249] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:1.000 Number of Visits:0.440 Diagnosis:9ccs92:Otitis media:0.369 Diagnosis:9ccs255:Social admin:0.356 Diagnosis:9ccs10:Immuniz/scrn:0.309 Diagnosis:9ccs257:Ot aftercare:0.279 Diagnosis:9ccs7:Viral infect:0.270 Diagnosis:9ccs125:Bronchitis:0.250 Diagnosis:9ccs90:Eye infectn:0.206 Diagnosis:9ccs253:Allergy:0.198 Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 806 | OR_unadj: 0.965 [0.769 1.210] | indivs AUC:0.471 Correlated most with: Newborn Diagnosis:9ccs224:Ot perint dx:1.000 Newborn Diagnosis:9ccs222:Perint jaund:0.121 Newborn Diagnosis:9ccs96:Hrt valve dx:0.091 Diagnosis:9ccs7:Viral infect:-0.087 Newborn Diagnosis:9ccs256:Exam/eval:0.084 Newborn Diagnosis:9ccs0:No DX:-0.080 Newborn Diagnosis:9ccs253:Allergy:0.069 Diagnosis:9ccs64:Ot hematl dx:0.067 Diagnosis:9ccs74:Ot mentl cnd:-0.064 Diagnosis:9ccs197:Skin infectn:0.063 Diagnosis:9ccs134:Ot uppr resp | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 167 | OR_unadj: 0.755 [0.500 1.141] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:1.000 Number of Visits:0.196 Diagnosis:9ccs124:Tonsillitis:0.127 Diagnosis:9ccs253:Allergy:0.125 Diagnosis:9ccs126:Ot up rsp in:0.124 Diagnosis:9ccs90:Eye infectn:0.115 Diagnosis:9ccs211:Ot conn tiss:0.111 Diagnosis:9ccs133:Oth low resp:0.100 Diagnosis:9ccs127:COPD:0.099 Diagnosis:9ccs91:Other eye dx:0.096 Diagnosis:9ccs136:Teeth dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 128 | OR_unadj: 1.484 [0.995 2.214] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs136:Teeth dx:1.000 Number of Visits:0.153 Diagnosis:9ccs7:Viral infect:0.113 Diagnosis:9ccs10:Immuniz/scrn:0.105 Newborn Diagnosis:9ccs218:Liveborn:-0.094 Diagnosis:9ccs155:Other GI dx:0.094 Diagnosis:9ccs137:Mouth dx:0.085 Diagnosis:9ccs2603:E Codes: Fall:0.083 Diagnosis:9ccs200:Oth skin dx:0.082 Diagnosis:9ccs258:Other screen:0.081 Diagnosis:9ccs124:Tonsillitis | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 57 | OR_unadj: 1.396 [0.775 2.517] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs124:Tonsillitis:1.000 Diagnosis:9ccs134:Ot uppr resp:0.127 Diagnosis:9ccs126:Ot up rsp in:0.095 Number of Visits:0.090 Diagnosis:9ccs76:Meningitis:0.084 Diagnosis:9ccs92:Otitis media:0.080 Diagnosis:9ccs127:COPD:0.066 Diagnosis:9ccs215:gu cong anom:0.063 Diagnosis:9ccs113:Late eff CVD:0.049 Diagnosis:9ccs122:Pneumonia:0.049 Diagnosis:9ccs250:Nausea/vomit | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 89 | OR_unadj: 1.171 [0.713 1.922] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs250:Nausea/vomit:1.000 Diagnosis:9ccs138:Esophgeal dx:0.202 Number of Visits:0.181 Diagnosis:9ccs141:Ot dx stomch:0.179 Diagnosis:9ccs133:Oth low resp:0.140 Diagnosis:9ccs155:Other GI dx:0.125 Diagnosis:9ccs257:Ot aftercare:0.111 Diagnosis:9ccs258:Other screen:0.111 Diagnosis:9ccs165:Inf male gen:0.089 Diagnosis:9ccs126:Ot up rsp in:0.086 Diagnosis:9ccs155:Other GI dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 466 | OR_unadj: 0.954 [0.738 1.234] | indivs AUC:0.485 Correlated most with: Diagnosis:9ccs155:Other GI dx:1.000 Number of Visits:0.323 Diagnosis:9ccs7:Viral infect:0.202 Diagnosis:9ccs154:Gastroent:0.191 Diagnosis:9ccs253:Allergy:0.183 Diagnosis:9ccs133:Oth low resp:0.172 Diagnosis:9ccs126:Ot up rsp in:0.171 Diagnosis:9ccs200:Oth skin dx:0.168 Diagnosis:9ccs257:Ot aftercare:0.152 Diagnosis:9ccs10:Immuniz/scrn:0.146 Diagnosis:9ccs113:Late eff CVD | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 169 | OR_unadj: 1.068 [0.732 1.557] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs113:Late eff CVD:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.219 Diagnosis:9ccs94:Other ear dx:0.198 Diagnosis:9ccs75:Hx mental dx:0.127 Number of Visits:0.112 Diagnosis:9ccs126:Ot up rsp in:0.091 Diagnosis:9ccs257:Ot aftercare:0.087 Diagnosis:9ccs125:Bronchitis:0.076 Diagnosis:9ccs95:Oth nerv dx:0.075 Diagnosis:9ccs92:Otitis media:0.074 Diagnosis:9ccs135:Intest infct | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 470 | OR_unadj: 1.188 [0.925 1.525] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs135:Intest infct:1.000 Number of Visits:0.295 Diagnosis:9ccs126:Ot up rsp in:0.182 Diagnosis:9ccs257:Ot aftercare:0.171 Diagnosis:9ccs7:Viral infect:0.168 Diagnosis:9ccs125:Bronchitis:0.167 Diagnosis:9ccs92:Otitis media:0.154 Diagnosis:9ccs10:Immuniz/scrn:0.145 Diagnosis:9ccs255:Social admin:0.136 Diagnosis:9ccs155:Other GI dx:0.131 Newborn Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 184 | OR_unadj: 1.088 [0.758 1.563] | indivs AUC:0.503 Correlated most with: Newborn Diagnosis:9ccs222:Perint jaund:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.329 Newborn Diagnosis:9ccs256:Exam/eval:0.269 Diagnosis:9ccs219:Low birth wt:0.213 Newborn Diagnosis:9ccs253:Allergy:0.185 Newborn Diagnosis:9ccs221:Resp distres:0.144 Newborn Diagnosis:9ccs224:Ot perint dx:0.121 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.112 Diagnosis:9ccs222:Perint jaund:0.108 Diagnosis:9ccs95:Oth nerv dx:0.091 Diagnosis:9ccs0:No DX | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 89 | OR_unadj: 1.408 [0.874 2.268] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs0:No DX:1.000 Diagnosis:9ccs10:Immuniz/scrn:0.110 Diagnosis:9ccs212:Ot bone dx:0.085 Diagnosis:9ccs209:Ot acq defor:0.065 Diagnosis:9ccs135:Intest infct:0.053 Diagnosis:9ccs250:Nausea/vomit:0.053 Diagnosis:9ccs255:Social admin:0.052 Diagnosis:9ccs58:Ot nutrit dx:0.052 Diagnosis:9ccs242:Poisn ot med:0.051 Diagnosis:9ccs89:Blindness:0.051 Diagnosis:9ccs125:Bronchitis | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 481 | OR_unadj: 0.983 [0.763 1.267] | indivs AUC:0.531 Correlated most with: Diagnosis:9ccs125:Bronchitis:1.000 Number of Visits:0.293 Diagnosis:9ccs257:Ot aftercare:0.288 Diagnosis:9ccs126:Ot up rsp in:0.250 Diagnosis:9ccs128:Asthma:0.246 Diagnosis:9ccs92:Otitis media:0.230 Diagnosis:9ccs7:Viral infect:0.219 Diagnosis:9ccs122:Pneumonia:0.187 Diagnosis:9ccs90:Eye infectn:0.175 Diagnosis:9ccs135:Intest infct:0.167 Diagnosis:9ccs4:Mycoses | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 182 | OR_unadj: 1.068 [0.742 1.539] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs4:Mycoses:1.000 Number of Visits:0.185 Diagnosis:9ccs92:Otitis media:0.150 Diagnosis:9ccs200:Oth skin dx:0.133 Diagnosis:9ccs253:Allergy:0.131 Diagnosis:9ccs126:Ot up rsp in:0.128 Diagnosis:9ccs7:Viral infect:0.095 Diagnosis:9ccs155:Other GI dx:0.087 Diagnosis:9ccs76:Meningitis:0.082 Diagnosis:9ccs257:Ot aftercare:0.081 Diagnosis:9ccs217:Ot cong anom | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 137 | OR_unadj: 0.657 [0.410 1.052] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs217:Ot cong anom:1.000 Diagnosis:9ccs89:Blindness:0.212 Newborn Diagnosis:9ccs217:Ot cong anom:0.147 Number of Visits:0.123 Diagnosis:9ccs91:Other eye dx:0.110 Diagnosis:9ccs95:Oth nerv dx:0.107 Diagnosis:9ccs10:Immuniz/scrn:0.089 Diagnosis:9ccs257:Ot aftercare:0.089 Diagnosis:9ccs133:Oth low resp:0.085 Lab:292495 LEAD LEVEL - Sunrise:0.085 Diagnosis:9ccs253:Allergy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 857 | OR_unadj: 1.042 [0.831 1.306] | indivs AUC:0.448 Correlated most with: Diagnosis:9ccs253:Allergy:1.000 Number of Visits:0.299 Diagnosis:9ccs200:Oth skin dx:0.229 Diagnosis:9ccs126:Ot up rsp in:0.198 Diagnosis:9ccs255:Social admin:0.198 Diagnosis:9ccs10:Immuniz/scrn:0.198 Diagnosis:9ccs198:Ot infl skin:0.187 Diagnosis:9ccs155:Other GI dx:0.183 Diagnosis:9ccs7:Viral infect:0.174 Diagnosis:9ccs257:Ot aftercare:0.174 Diagnosis:9ccs90:Eye infectn | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 443 | OR_unadj: 1.060 [0.819 1.372] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs90:Eye infectn:1.000 Number of Visits:0.288 Diagnosis:9ccs126:Ot up rsp in:0.206 Diagnosis:9ccs92:Otitis media:0.204 Diagnosis:9ccs7:Viral infect:0.180 Diagnosis:9ccs125:Bronchitis:0.175 Diagnosis:9ccs91:Other eye dx:0.173 Diagnosis:9ccs10:Immuniz/scrn:0.151 Diagnosis:9ccs257:Ot aftercare:0.148 Diagnosis:9ccs155:Other GI dx:0.131 Diagnosis:9ccs133:Oth low resp | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 244 | OR_unadj: 1.121 [0.815 1.542] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs133:Oth low resp:1.000 Number of Visits:0.321 Diagnosis:9ccs256:Exam/eval:0.184 Diagnosis:9ccs155:Other GI dx:0.172 Diagnosis:9ccs128:Asthma:0.170 Diagnosis:9ccs154:Gastroent:0.166 Diagnosis:9ccs253:Allergy:0.164 Diagnosis:9ccs126:Ot up rsp in:0.155 Diagnosis:9ccs127:COPD:0.155 Diagnosis:9ccs7:Viral infect:0.149 Diagnosis:9ccs127:COPD | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 118 | OR_unadj: 0.999 [0.637 1.568] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs127:COPD:1.000 Number of Visits:0.269 Diagnosis:9ccs128:Asthma:0.160 Diagnosis:9ccs133:Oth low resp:0.155 Diagnosis:9ccs122:Pneumonia:0.127 Diagnosis:9ccs126:Ot up rsp in:0.125 Diagnosis:9ccs125:Bronchitis:0.120 Diagnosis:9ccs258:Other screen:0.103 Diagnosis:9ccs134:Ot uppr resp:0.099 Diagnosis:9ccs7:Viral infect:0.093 Diagnosis:9ccs92:Otitis media | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 817 | OR_unadj: 1.012 [0.807 1.269] | indivs AUC:0.464 Correlated most with: Diagnosis:9ccs92:Otitis media:1.000 Number of Visits:0.404 Diagnosis:9ccs126:Ot up rsp in:0.369 Diagnosis:9ccs257:Ot aftercare:0.273 Diagnosis:9ccs128:Asthma:0.232 Diagnosis:9ccs125:Bronchitis:0.230 Diagnosis:9ccs7:Viral infect:0.216 Diagnosis:9ccs255:Social admin:0.205 Diagnosis:9ccs90:Eye infectn:0.204 Diagnosis:9ccs10:Immuniz/scrn:0.200 Diagnosis:9ccs94:Other ear dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 166 | OR_unadj: 1.404 [0.979 2.013] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs94:Other ear dx:1.000 Number of Visits:0.257 Diagnosis:9ccs74:Ot mentl cnd:0.205 Diagnosis:9ccs113:Late eff CVD:0.198 Diagnosis:9ccs92:Otitis media:0.119 Diagnosis:9ccs126:Ot up rsp in:0.101 Diagnosis:9ccs95:Oth nerv dx:0.101 Diagnosis:9ccs127:COPD:0.084 Diagnosis:9ccs7:Viral infect:0.080 Diagnosis:9ccs257:Ot aftercare:0.078 Diagnosis:9ccs151:Oth liver dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 169 | OR_unadj: 0.743 [0.492 1.122] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs151:Oth liver dx:1.000 Diagnosis:9ccs222:Perint jaund:0.181 Lab:294203 BILIRUBIN TOTAL - LMC:-0.123 Diagnosis:9ccs10:Immuniz/scrn:0.101 Diagnosis:9ccs258:Other screen:0.100 Diagnosis:9ccs243:Poisn nonmed:0.096 Diagnosis:9ccs154:Gastroent:0.092 Diagnosis:9ccs138:Esophgeal dx:0.089 Number of Visits:0.084 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.083 Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 225 | OR_unadj: 0.925 [0.656 1.303] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs222:Perint jaund:1.000 Diagnosis:9ccs151:Oth liver dx:0.181 Newborn Diagnosis:9ccs222:Perint jaund:0.108 Lab:294203 BILIRUBIN TOTAL - LMC:-0.101 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.077 Diagnosis:9ccs224:Ot perint dx:0.073 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.068 Diagnosis:9ccs55:Fluid/elc dx:0.066 Diagnosis:9ccs91:Other eye dx:0.066 Diagnosis:9ccs200:Oth skin dx:0.063 Diagnosis:9ccs255:Social admin | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1667 | OR_unadj: 1.120 [0.650 1.932] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs255:Social admin:1.000 Diagnosis:9ccs10:Immuniz/scrn:0.472 Diagnosis:9ccs126:Ot up rsp in:0.356 Diagnosis:9ccs92:Otitis media:0.205 Diagnosis:9ccs253:Allergy:0.198 Diagnosis:9ccs257:Ot aftercare:0.197 Diagnosis:9ccs7:Viral infect:0.189 Number of Visits:0.139 Diagnosis:9ccs125:Bronchitis:0.138 Diagnosis:9ccs135:Intest infct:0.136 Diagnosis:9ccs198:Ot infl skin | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 237 | OR_unadj: 1.022 [0.735 1.419] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs198:Ot infl skin:1.000 Diagnosis:9ccs253:Allergy:0.187 Diagnosis:9ccs200:Oth skin dx:0.160 Number of Visits:0.121 Diagnosis:9ccs10:Immuniz/scrn:0.106 Diagnosis:9ccs7:Viral infect:0.101 Diagnosis:9ccs126:Ot up rsp in:0.097 Diagnosis:9ccs255:Social admin:0.089 Diagnosis:9ccs92:Otitis media:0.082 Diagnosis:9ccs91:Other eye dx:0.081 * Diagnosis:9ccs58:Ot nutrit dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 162 | OR_unadj: 1.954 [1.381 2.764] | indivs AUC:0.516 Correlated most with: Diagnosis:9ccs58:Ot nutrit dx:1.000 Number of Visits:0.168 Diagnosis:9ccs155:Other GI dx:0.133 Diagnosis:9ccs239:Superfic inj:0.093 Diagnosis:9ccs133:Oth low resp:0.088 Diagnosis:9ccs200:Oth skin dx:0.087 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.087 Diagnosis:9ccs257:Ot aftercare:0.081 Diagnosis:9ccs154:Gastroent:0.081 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.073 Diagnosis:9ccs7:Viral infect | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 797 | OR_unadj: 0.878 [0.699 1.102] | indivs AUC:0.449 Correlated most with: Diagnosis:9ccs7:Viral infect:1.000 Number of Visits:0.408 Diagnosis:9ccs126:Ot up rsp in:0.270 Diagnosis:9ccs10:Immuniz/scrn:0.243 Diagnosis:9ccs257:Ot aftercare:0.225 Diagnosis:9ccs125:Bronchitis:0.219 Diagnosis:9ccs92:Otitis media:0.216 Diagnosis:9ccs200:Oth skin dx:0.216 Diagnosis:9ccs155:Other GI dx:0.202 Diagnosis:9ccs255:Social admin:0.189 Diagnosis:9ccs59:Anemia | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 182 | OR_unadj: 1.032 [0.714 1.490] | indivs AUC:0.518 Correlated most with: Diagnosis:9ccs59:Anemia:1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.135 Diagnosis:9ccs216:Nerv cong an:0.108 Number of Visits:0.088 Diagnosis:9ccs10:Immuniz/scrn:0.085 Diagnosis:9ccs255:Social admin:0.076 Diagnosis:9ccs137:Mouth dx:0.075 Diagnosis:9ccs4:Mycoses:0.074 Newborn Diagnosis:9ccs213:Cardiac anom:0.070 Diagnosis:9ccs257:Ot aftercare:0.066 Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 159 | OR_unadj: 1.256 [0.863 1.827] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.473 Newborn Diagnosis:9ccs96:Hrt valve dx:0.250 Diagnosis:9ccs117:Ot circul dx:0.228 Newborn Diagnosis:9ccs213:Cardiac anom:0.208 Diagnosis:9ccs244:Other injury:0.101 Diagnosis:9ccs91:Other eye dx:0.097 Diagnosis:9ccs83:Epilepsy/cnv:0.089 Number of Visits:0.080 Diagnosis:9ccs10:Immuniz/scrn:0.079 Diagnosis:9ccs257:Ot aftercare | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 783 | OR_unadj: 0.992 [0.790 1.245] | indivs AUC:0.459 Correlated most with: Diagnosis:9ccs257:Ot aftercare:1.000 Number of Visits:0.371 Diagnosis:9ccs125:Bronchitis:0.288 Diagnosis:9ccs126:Ot up rsp in:0.279 Diagnosis:9ccs92:Otitis media:0.273 Diagnosis:9ccs7:Viral infect:0.225 Diagnosis:9ccs10:Immuniz/scrn:0.212 Diagnosis:9ccs255:Social admin:0.197 Diagnosis:9ccs128:Asthma:0.189 Diagnosis:9ccs122:Pneumonia:0.182 Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 507 | OR_unadj: 0.895 [0.695 1.152] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs200:Oth skin dx:1.000 Number of Visits:0.249 Diagnosis:9ccs253:Allergy:0.229 Diagnosis:9ccs7:Viral infect:0.216 Diagnosis:9ccs239:Superfic inj:0.169 Diagnosis:9ccs155:Other GI dx:0.168 Diagnosis:9ccs198:Ot infl skin:0.160 Diagnosis:9ccs126:Ot up rsp in:0.151 Diagnosis:9ccs10:Immuniz/scrn:0.148 Diagnosis:9ccs133:Oth low resp:0.147 Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 156 | OR_unadj: 0.984 [0.661 1.465] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs91:Other eye dx:1.000 Diagnosis:9ccs89:Blindness:0.242 Diagnosis:9ccs90:Eye infectn:0.173 Number of Visits:0.142 Diagnosis:9ccs7:Viral infect:0.121 Diagnosis:9ccs217:Ot cong anom:0.110 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.100 Diagnosis:9ccs96:Hrt valve dx:0.097 Diagnosis:9ccs134:Ot uppr resp:0.096 Diagnosis:9ccs258:Other screen:0.093 Newborn Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 71 | OR_unadj: 1.211 [0.701 2.093] | indivs AUC:0.505 Correlated most with: Newborn Diagnosis:9ccs259:Unclassified:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.241 MatDeliveryAge:0.132 Newborn Diagnosis:9ccs219:Low birth wt:0.094 Newborn Diagnosis:9ccs221:Resp distres:0.083 Newborn Diagnosis:9ccs222:Perint jaund:0.081 Diagnosis:9ccs89:Blindness:0.064 Newborn Diagnosis:9ccs256:Exam/eval:0.062 Newborn Diagnosis:9ccs218:Liveborn:-0.061 Diagnosis:9ccs155:Other GI dx:-0.058 Newborn Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1653 | OR_unadj: 0.865 [0.538 1.390] | indivs AUC:0.506 Correlated most with: Newborn Diagnosis:9ccs94:Other ear dx:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.397 Newborn Diagnosis:9ccs0:No DX:-0.355 Newborn Diagnosis:9ccs221:Resp distres:-0.124 Newborn Diagnosis:9ccs218:Liveborn:0.110 Diagnosis:9ccs213:Cardiac anom:-0.097 Newborn Diagnosis:9ccs222:Perint jaund:-0.079 Newborn Diagnosis:9ccs219:Low birth wt:-0.075 Diagnosis:9ccs244:Other injury:-0.048 Diagnosis:9ccs256:Exam/eval:-0.047 Diagnosis:9ccs74:Ot mentl cnd | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 204 | OR_unadj: 0.817 [0.565 1.182] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs74:Ot mentl cnd:1.000 Diagnosis:9ccs113:Late eff CVD:0.219 Diagnosis:9ccs94:Other ear dx:0.205 Number of Visits:0.187 Diagnosis:9ccs95:Oth nerv dx:0.179 Diagnosis:9ccs10:Immuniz/scrn:0.122 Diagnosis:9ccs126:Ot up rsp in:0.089 Diagnosis:9ccs216:Nerv cong an:0.078 Diagnosis:9ccs223:Birth trauma:0.074 Diagnosis:9ccs255:Social admin:0.073 Diagnosis:9ccs137:Mouth dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 89 | OR_unadj: 0.765 [0.440 1.331] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs137:Mouth dx:1.000 Diagnosis:9ccs258:Other screen:0.165 Number of Visits:0.153 Diagnosis:9ccs200:Oth skin dx:0.105 Diagnosis:9ccs197:Skin infectn:0.104 Diagnosis:9ccs239:Superfic inj:0.094 Diagnosis:9ccs7:Viral infect:0.091 Diagnosis:9ccs147:Anal/rectal:0.087 Diagnosis:9ccs136:Teeth dx:0.085 Diagnosis:9ccs257:Ot aftercare:0.085 * Diagnosis:9ccs122:Pneumonia | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 170 | OR_unadj: 1.447 [1.015 2.063] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs122:Pneumonia:1.000 Diagnosis:9ccs128:Asthma:0.304 Number of Visits:0.287 Diagnosis:9ccs125:Bronchitis:0.187 Diagnosis:9ccs257:Ot aftercare:0.182 Diagnosis:9ccs92:Otitis media:0.169 Diagnosis:9ccs126:Ot up rsp in:0.153 Diagnosis:9ccs90:Eye infectn:0.129 Diagnosis:9ccs135:Intest infct:0.128 Diagnosis:9ccs127:COPD:0.127 Diagnosis:9ccs197:Skin infectn | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 189 | OR_unadj: 1.047 [0.730 1.501] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs197:Skin infectn:1.000 Number of Visits:0.162 Diagnosis:9ccs239:Superfic inj:0.115 Diagnosis:9ccs10:Immuniz/scrn:0.108 Diagnosis:9ccs253:Allergy:0.105 Diagnosis:9ccs137:Mouth dx:0.104 Diagnosis:9ccs138:Esophgeal dx:0.103 Diagnosis:9ccs200:Oth skin dx:0.103 Diagnosis:9ccs92:Otitis media:0.099 Diagnosis:9ccs7:Viral infect:0.089 Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 85 | OR_unadj: 1.019 [0.604 1.720] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs215:gu cong anom:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.185 Number of Visits:0.100 Diagnosis:9ccs163:Other GU dx:0.078 Diagnosis:9ccs239:Superfic inj:0.064 Diagnosis:9ccs124:Tonsillitis:0.063 Diagnosis:9ccs126:Ot up rsp in:0.063 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.061 Diagnosis:9ccs258:Other screen:0.059 Diagnosis:9ccs250:Nausea/vomit:0.057 Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 117 | OR_unadj: 1.492 [0.984 2.262] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs259:Unclassified:1.000 Diagnosis:9ccs143:Abdom hernia:0.100 Diagnosis:9ccs250:Nausea/vomit:0.084 Diagnosis:9ccs48:Thyroid dsor:0.079 Newborn Diagnosis:9ccs219:Low birth wt:0.077 Diagnosis:9ccs240:Burns:0.076 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.075 Diagnosis:9ccs133:Oth low resp:0.071 Number of Visits:0.069 Diagnosis:9ccs10:Immuniz/scrn:0.068 Vital: HC Percentile-latest | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 49 | OR_unadj: 0.784 [0.264 2.329] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:0.090 Diagnosis:9ccs83:Epilepsy/cnv:-0.084 Newborn Diagnosis:9ccs253:Allergy:-0.053 Diagnosis:9ccs94:Other ear dx:-0.049 Diagnosis:9ccs138:Esophgeal dx:-0.048 Diagnosis:9ccs4:Mycoses:-0.045 Diagnosis:10ccs58:Ot nutrit dx:0.045 Diagnosis:9ccs234:Crush injury:0.045 Diagnosis:9ccs113:Late eff CVD:-0.043 Diagnosis:9ccs91:Other eye dx:-0.042 Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 141 | OR_unadj: 0.785 [0.505 1.221] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs256:Exam/eval:1.000 Diagnosis:9ccs133:Oth low resp:0.184 Number of Visits:0.148 Diagnosis:9ccs155:Other GI dx:0.140 Diagnosis:9ccs200:Oth skin dx:0.140 Diagnosis:9ccs154:Gastroent:0.138 Diagnosis:9ccs239:Superfic inj:0.127 Diagnosis:9ccs253:Allergy:0.118 Diagnosis:9ccs258:Other screen:0.102 Diagnosis:9ccs127:COPD:0.088 Newborn Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 100 | OR_unadj: 1.124 [0.700 1.805] | indivs AUC:0.486 Correlated most with: Newborn Diagnosis:9ccs256:Exam/eval:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.332 Newborn Diagnosis:9ccs222:Perint jaund:0.269 Newborn Diagnosis:9ccs253:Allergy:0.218 Diagnosis:9ccs219:Low birth wt:0.214 Newborn Diagnosis:9ccs221:Resp distres:0.179 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.113 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.105 Newborn Diagnosis:9ccs95:Oth nerv dx:0.093 Newborn Diagnosis:9ccs224:Ot perint dx:0.084 Diagnosis:9ccs166:Oth male gen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 92 | OR_unadj: 1.049 [0.636 1.730] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs166:Oth male gen:1.000 Diagnosis:9ccs165:Inf male gen:0.102 Diagnosis:9ccs62:Coag/hemr dx:0.098 Diagnosis:9ccs257:Ot aftercare:0.087 Diagnosis:9ccs159:UTI:0.086 Diagnosis:9ccs138:Esophgeal dx:0.086 Diagnosis:9ccs133:Oth low resp:0.083 Number of Visits:0.076 Diagnosis:9ccs200:Oth skin dx:0.075 Diagnosis:9ccs143:Abdom hernia:0.072 * Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 56 | OR_unadj: 1.858 [1.056 3.270] | indivs AUC:0.487 Correlated most with: Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs96:Hrt valve dx:0.473 Newborn Diagnosis:9ccs213:Cardiac anom:0.441 Newborn Diagnosis:9ccs96:Hrt valve dx:0.329 Diagnosis:9ccs117:Ot circul dx:0.225 Diagnosis:9ccs89:Blindness:0.129 Number of Visits:0.123 Diagnosis:9ccs161:Ot dx kidney:0.101 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.098 Diagnosis:9ccs140:Gastritis:0.098 Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1654 | OR_unadj: 0.852 [0.530 1.371] | indivs AUC:0.494 Correlated most with: Newborn Diagnosis:9ccs10:Immuniz/scrn:1.000 Newborn Diagnosis:9ccs94:Other ear dx:0.397 Newborn Diagnosis:9ccs0:No DX:-0.357 Newborn Diagnosis:9ccs259:Unclassified:-0.241 Newborn Diagnosis:9ccs219:Low birth wt:-0.202 Newborn Diagnosis:9ccs221:Resp distres:-0.183 Diagnosis:9ccs219:Low birth wt:-0.122 Newborn Diagnosis:9ccs213:Cardiac anom:-0.113 Newborn Diagnosis:9ccs256:Exam/eval:-0.113 Newborn Diagnosis:9ccs222:Perint jaund:-0.112 Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.403 [0.159 1.026] | indivs AUC:0.487 Correlated most with: Diagnosis:9ccs95:Oth nerv dx:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.179 Diagnosis:9ccs216:Nerv cong an:0.156 Diagnosis:9ccs211:Ot conn tiss:0.147 Number of Visits:0.117 Diagnosis:9ccs217:Ot cong anom:0.107 Newborn Diagnosis:9ccs219:Low birth wt:0.105 Diagnosis:9ccs94:Other ear dx:0.101 Newborn Diagnosis:9ccs222:Perint jaund:0.091 Diagnosis:9ccs134:Ot uppr resp:0.088 * Diagnosis:9ccs128:Asthma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 202 | OR_unadj: 1.499 [1.080 2.082] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs128:Asthma:1.000 Number of Visits:0.320 Diagnosis:9ccs122:Pneumonia:0.304 Diagnosis:9ccs125:Bronchitis:0.246 Diagnosis:9ccs92:Otitis media:0.232 Diagnosis:9ccs257:Ot aftercare:0.189 Diagnosis:9ccs133:Oth low resp:0.170 Diagnosis:9ccs127:COPD:0.160 Diagnosis:9ccs126:Ot up rsp in:0.156 Diagnosis:9ccs7:Viral infect:0.137 Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 1.297 [0.777 2.164] | indivs AUC:0.517 Correlated most with: Diagnosis:9ccs224:Ot perint dx:1.000 Number of Visits:0.116 Newborn Diagnosis:9ccs222:Perint jaund:0.087 Diagnosis:9ccs155:Other GI dx:0.081 Diagnosis:9ccs253:Allergy:0.079 Diagnosis:9ccs205:Back problem:0.077 Diagnosis:9ccs219:Low birth wt:0.077 Diagnosis:9ccs200:Oth skin dx:0.074 Diagnosis:9ccs222:Perint jaund:0.073 Diagnosis:9ccs239:Superfic inj:0.071 Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 41 | OR_unadj: 1.144 [0.556 2.356] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs161:Ot dx kidney:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.472 Diagnosis:9ccs159:UTI:0.225 Number of Visits:0.130 Diagnosis:9ccs163:Other GU dx:0.124 Diagnosis:9ccs83:Epilepsy/cnv:0.118 Newborn Diagnosis:9ccs217:Ot cong anom:0.105 Diagnosis:9ccs213:Cardiac anom:0.101 Diagnosis:9ccs55:Fluid/elc dx:0.075 Diagnosis:9ccs205:Back problem:0.075 Diagnosis:9ccs239:Superfic inj | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 165 | OR_unadj: 0.910 [0.613 1.351] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs239:Superfic inj:1.000 Number of Visits:0.206 Diagnosis:9ccs258:Other screen:0.184 Diagnosis:9ccs200:Oth skin dx:0.169 Diagnosis:9ccs7:Viral infect:0.129 Diagnosis:9ccs155:Other GI dx:0.129 Diagnosis:9ccs256:Exam/eval:0.127 Diagnosis:9ccs133:Oth low resp:0.124 Diagnosis:9ccs126:Ot up rsp in:0.118 Diagnosis:9ccs197:Skin infectn:0.115 Diagnosis:9ccs76:Meningitis | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 26 | OR_unadj: 1.308 [0.546 3.136] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs76:Meningitis:1.000 Lab:297275 STREP RAPID TEST (POCT):0.106 Diagnosis:9ccs92:Otitis media:0.103 Diagnosis:9ccs124:Tonsillitis:0.084 Diagnosis:9ccs4:Mycoses:0.082 Number of Visits:0.075 Diagnosis:9ccs133:Oth low resp:0.073 Diagnosis:9ccs126:Ot up rsp in:0.063 Diagnosis:9ccs7:Viral infect:0.058 Diagnosis:9ccs257:Ot aftercare:0.051 Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 68 | OR_unadj: 1.092 [0.616 1.935] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs143:Abdom hernia:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.136 Diagnosis:9ccs128:Asthma:0.103 Diagnosis:9ccs259:Unclassified:0.100 Number of Visits:0.095 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.093 Diagnosis:9ccs257:Ot aftercare:0.087 Diagnosis:9ccs133:Oth low resp:0.073 Newborn Diagnosis:9ccs215:gu cong anom:0.072 Diagnosis:9ccs166:Oth male gen:0.072 Diagnosis:9ccs244:Other injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 1.251 [0.658 2.378] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs244:Other injury:1.000 Number of Visits:0.143 Diagnosis:9ccs165:Inf male gen:0.118 Diagnosis:9ccs257:Ot aftercare:0.115 Diagnosis:9ccs126:Ot up rsp in:0.103 Diagnosis:9ccs96:Hrt valve dx:0.101 Diagnosis:9ccs122:Pneumonia:0.094 Diagnosis:9ccs125:Bronchitis:0.087 Diagnosis:9ccs213:Cardiac anom:0.086 Diagnosis:9ccs135:Intest infct:0.082 Diagnosis:9ccs165:Inf male gen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 1.473 [0.782 2.774] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs165:Inf male gen:1.000 Diagnosis:9ccs2603:E Codes: Fall:0.124 Diagnosis:9ccs244:Other injury:0.118 Lab:294147 FREE T4 - LMC:-0.110 Number of Visits:0.105 Diagnosis:9ccs166:Oth male gen:0.102 Diagnosis:9ccs135:Intest infct:0.096 Diagnosis:9ccs147:Anal/rectal:0.094 Diagnosis:9ccs159:UTI:0.094 Lab:294205 TSH REFLEX TO FT4 - LMC:0.089 Newborn Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 0.997 [0.506 1.966] | indivs AUC:0.506 Correlated most with: Newborn Diagnosis:9ccs215:gu cong anom:1.000 Diagnosis:9ccs161:Ot dx kidney:0.472 Diagnosis:9ccs215:gu cong anom:0.185 Newborn Diagnosis:9ccs217:Ot cong anom:0.150 Diagnosis:9ccs163:Other GU dx:0.110 Diagnosis:9ccs83:Epilepsy/cnv:0.104 Diagnosis:9ccs213:Cardiac anom:0.086 Newborn Diagnosis:9ccs218:Liveborn:-0.076 Diagnosis:9ccs143:Abdom hernia:0.072 Diagnosis:9ccs64:Ot hematl dx:0.065 * Lab:297262 HEMOGLOBIN (HEMOCUE) | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 3.235 [1.305 8.018] | indivs AUC:0.518 Correlated most with: Lab:297262 HEMOGLOBIN (HEMOCUE):1.000 Diagnosis:9ccs219:Low birth wt:-0.264 Diagnosis:9ccs59:Anemia:-0.135 Newborn Diagnosis:9ccs256:Exam/eval:-0.105 Newborn Diagnosis:9ccs219:Low birth wt:-0.095 Diagnosis:9ccs153:GI hemorrhag:-0.095 Diagnosis:9ccs147:Anal/rectal:0.094 Diagnosis:9ccs58:Ot nutrit dx:-0.087 Diagnosis:9ccs224:Ot perint dx:-0.068 Diagnosis:9ccs2603:E Codes: Fall:0.063 Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 39 | OR_unadj: 1.225 [0.592 2.537] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs47:Ot bnign neo:1.000 Diagnosis:9ccs62:Coag/hemr dx:0.105 Diagnosis:9ccs117:Ot circul dx:0.093 Diagnosis:9ccs217:Ot cong anom:0.071 Diagnosis:9ccs166:Oth male gen:0.069 Diagnosis:9ccs212:Ot bone dx:0.064 Diagnosis:9ccs138:Esophgeal dx:0.061 Diagnosis:9ccs259:Unclassified:0.053 Diagnosis:9ccs83:Epilepsy/cnv:0.052 Diagnosis:9ccs4:Mycoses:0.050 Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.421 [0.548 3.688] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs223:Birth trauma:1.000 Newborn Diagnosis:9ccs223:Birth trauma:0.273 Diagnosis:9ccs89:Blindness:0.109 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.087 Diagnosis:9ccs83:Epilepsy/cnv:0.082 Diagnosis:9ccs74:Ot mentl cnd:0.074 Diagnosis:9ccs135:Intest infct:0.063 Diagnosis:9ccs205:Back problem:0.052 Diagnosis:9ccs136:Teeth dx:0.050 Diagnosis:9ccs126:Ot up rsp in:-0.041 Newborn Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 105 | OR_unadj: 0.620 [0.360 1.069] | indivs AUC:0.470 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:1.000 Diagnosis:9ccs219:Low birth wt:0.467 Newborn Diagnosis:9ccs256:Exam/eval:0.332 Newborn Diagnosis:9ccs222:Perint jaund:0.329 Newborn Diagnosis:9ccs221:Resp distres:0.314 Newborn Diagnosis:9ccs253:Allergy:0.213 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.202 Diagnosis:9ccs143:Abdom hernia:0.136 Diagnosis:9ccs95:Oth nerv dx:0.105 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.095 Newborn Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 1.154 [0.611 2.181] | indivs AUC:0.476 Correlated most with: Newborn Diagnosis:9ccs217:Ot cong anom:1.000 Newborn Diagnosis:9ccs191:Amnios dx:0.240 Newborn Diagnosis:9ccs215:gu cong anom:0.150 Diagnosis:9ccs217:Ot cong anom:0.147 Diagnosis:9ccs163:Other GU dx:0.147 Diagnosis:9ccs161:Ot dx kidney:0.105 Newborn Diagnosis:9ccs253:Allergy:0.094 Diagnosis:9ccs213:Cardiac anom:0.082 Newborn Diagnosis:9ccs222:Perint jaund:0.081 Diagnosis:9ccs137:Mouth dx:0.081 Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 1.420 [0.825 2.447] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs159:UTI:1.000 Diagnosis:9ccs161:Ot dx kidney:0.225 Number of Visits:0.172 Diagnosis:9ccs163:Other GU dx:0.164 Diagnosis:9ccs2:Septicemia:0.129 Diagnosis:9ccs257:Ot aftercare:0.120 Diagnosis:9ccs122:Pneumonia:0.095 Diagnosis:9ccs165:Inf male gen:0.094 Diagnosis:9ccs92:Otitis media:0.088 Diagnosis:9ccs166:Oth male gen:0.086 * Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 78 | OR_unadj: 0.507 [0.259 0.995] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:1.000 Diagnosis:9ccs250:Nausea/vomit:0.202 Number of Visits:0.151 Diagnosis:9ccs133:Oth low resp:0.145 Diagnosis:9ccs155:Other GI dx:0.121 Diagnosis:9ccs197:Skin infectn:0.103 Diagnosis:9ccs239:Superfic inj:0.091 Diagnosis:9ccs151:Oth liver dx:0.089 Diagnosis:9ccs141:Ot dx stomch:0.088 Diagnosis:9ccs253:Allergy:0.088 Lab:306605 BILIRUBIN DIRECT - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Lab:306605 BILIRUBIN DIRECT - Sunrise:1.000 Diagnosis:9ccs48:Thyroid dsor:0.258 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.142 Diagnosis:9ccs58:Ot nutrit dx:0.073 Diagnosis:9ccs239:Superfic inj:0.072 Diagnosis:9ccs126:Ot up rsp in:-0.048 Lab:306617 OCCULT BLOOD TEST (FECAL):0.046 Diagnosis:9ccs222:Perint jaund:-0.045 Diagnosis:9ccs151:Oth liver dx:0.038 Diagnosis:9ccs92:Otitis media:-0.035 Diagnosis:9ccs234:Crush injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: 0.611 [0.210 1.777] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs234:Crush injury:1.000 Diagnosis:9ccs127:COPD:0.077 Lab:323700 CULTURE THROAT W SENS - Sunrise:0.071 Diagnosis:9ccs134:Ot uppr resp:0.070 Newborn Diagnosis:9ccs95:Oth nerv dx:0.060 Newborn Diagnosis:9ccs223:Birth trauma:0.056 Diagnosis:9ccs137:Mouth dx:0.055 Diagnosis:9ccs216:Nerv cong an:0.046 Diagnosis:9ccs198:Ot infl skin:0.045 Diagnosis:9ccs140:Gastritis:0.043 Diagnosis:9ccs123:Influenza | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.354 [0.595 3.082] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs123:Influenza:1.000 Number of Visits:0.134 Diagnosis:9ccs122:Pneumonia:0.109 Diagnosis:9ccs128:Asthma:0.107 Diagnosis:9ccs246:FUO:0.077 Diagnosis:9ccs92:Otitis media:0.076 Diagnosis:9ccs126:Ot up rsp in:0.068 Diagnosis:9ccs133:Oth low resp:0.064 Diagnosis:9ccs135:Intest infct:0.063 MatDeliveryAge:0.062 Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.388 [0.117 1.286] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs219:Low birth wt:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.467 Newborn Diagnosis:9ccs253:Allergy:0.271 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.264 Newborn Diagnosis:9ccs256:Exam/eval:0.214 Newborn Diagnosis:9ccs222:Perint jaund:0.213 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.122 Diagnosis:9ccs55:Fluid/elc dx:0.091 Number of Visits:0.079 Diagnosis:9ccs224:Ot perint dx:0.077 Diagnosis:9ccs247:Lymph enlarg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.627 [0.240 1.634] | indivs AUC:0.483 Correlated most with: Diagnosis:9ccs247:Lymph enlarg:1.000 Diagnosis:9ccs3:Oth bact inf:0.202 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.105 Diagnosis:9ccs163:Other GU dx:0.090 Diagnosis:9ccs197:Skin infectn:0.087 Number of Visits:0.084 Diagnosis:9ccs137:Mouth dx:0.083 Diagnosis:9ccs95:Oth nerv dx:0.080 Diagnosis:9ccs126:Ot up rsp in:0.074 Diagnosis:9ccs246:FUO:0.071 Diagnosis:9ccs147:Anal/rectal | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.615 [0.558 4.678] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs147:Anal/rectal:1.000 Diagnosis:9ccs155:Other GI dx:0.132 Lab:297262 HEMOGLOBIN (HEMOCUE):0.094 Diagnosis:9ccs165:Inf male gen:0.094 Newborn Diagnosis:9ccs253:Allergy:0.089 Diagnosis:9ccs137:Mouth dx:0.087 Diagnosis:9ccs90:Eye infectn:0.082 Diagnosis:9ccs154:Gastroent:0.072 Number of Visits:0.072 Diagnosis:9ccs258:Other screen:0.069 Vital: HC Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.492 Correlated most with: Newborn Diagnosis:9ccs253:Allergy:-0.170 Diagnosis:9ccs117:Ot circul dx:-0.101 Diagnosis:9ccs213:Cardiac anom:-0.080 Newborn Diagnosis:9ccs213:Cardiac anom:0.080 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.075 Diagnosis:9ccs244:Other injury:-0.070 Diagnosis:9ccs143:Abdom hernia:-0.068 Diagnosis:9ccs96:Hrt valve dx:-0.066 Diagnosis:9ccs4:Mycoses:-0.062 Diagnosis:9ccs47:Ot bnign neo:-0.054 Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.386 [0.968 5.880] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs117:Ot circul dx:1.000 Diagnosis:9ccs96:Hrt valve dx:0.228 Diagnosis:9ccs213:Cardiac anom:0.225 Newborn Diagnosis:9ccs253:Allergy:0.164 Newborn Diagnosis:9ccs213:Cardiac anom:0.107 Newborn Diagnosis:9ccs191:Amnios dx:0.095 Diagnosis:9ccs47:Ot bnign neo:0.093 Diagnosis:9ccs8:Oth infectns:0.087 Number of Visits:0.075 Newborn Diagnosis:9ccs256:Exam/eval:0.066 Diagnosis:9ccs2603:E Codes: Fall | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 1.370 [0.655 2.866] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs2603:E Codes: Fall:1.000 Diagnosis:10ccs58:Ot nutrit dx:0.703 Diagnosis:9ccs8:Oth infectns:0.132 Diagnosis:9ccs64:Ot hematl dx:0.128 Diagnosis:9ccs165:Inf male gen:0.124 Number of Visits:0.100 Diagnosis:9ccs258:Other screen:0.091 Diagnosis:9ccs209:Ot acq defor:0.089 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.085 Diagnosis:9ccs136:Teeth dx:0.083 Vital: HC Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.329 [0.351 5.033] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs153:GI hemorrhag:0.077 Diagnosis:9ccs2603:E Codes: Fall:0.075 Diagnosis:9ccs222:Perint jaund:0.057 Diagnosis:9ccs256:Exam/eval:0.054 Lab:306617 OCCULT BLOOD TEST (FECAL):0.052 Diagnosis:9ccs128:Asthma:-0.052 Diagnosis:9ccs208:Acq foot def:-0.051 Lab:295669 BILIRUBIN DIRECT - LMC:0.045 Newborn Diagnosis:9ccs253:Allergy:-0.043 Diagnosis:9ccs7:Viral infect:0.041 Lab:292495 LEAD LEVEL - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:1.000 Diagnosis:9ccs243:Poisn nonmed:-0.102 Diagnosis:9ccs217:Ot cong anom:0.085 Diagnosis:9ccs113:Late eff CVD:0.051 Diagnosis:9ccs125:Bronchitis:0.041 Diagnosis:9ccs155:Other GI dx:0.040 Diagnosis:9ccs126:Ot up rsp in:-0.035 Diagnosis:9ccs253:Allergy:0.032 Newborn Diagnosis:9ccs222:Perint jaund:-0.030 Newborn Diagnosis:9ccs224:Ot perint dx:-0.028 Diagnosis:10ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 1.780 [0.664 4.775] | indivs AUC:0.502 Correlated most with: Diagnosis:10ccs58:Ot nutrit dx:1.000 Diagnosis:9ccs2603:E Codes: Fall:0.703 Diagnosis:9ccs64:Ot hematl dx:0.123 Diagnosis:9ccs8:Oth infectns:0.093 Diagnosis:9ccs209:Ot acq defor:0.088 Number of Visits:0.085 Newborn Diagnosis:9ccs253:Allergy:0.083 Diagnosis:9ccs91:Other eye dx:0.068 Diagnosis:9ccs58:Ot nutrit dx:0.065 Diagnosis:9ccs258:Other screen:0.064 Lab:297275 STREP RAPID TEST (POCT) | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Lab:297275 STREP RAPID TEST (POCT):1.000 Diagnosis:9ccs3:Oth bact inf:0.138 Diagnosis:9ccs76:Meningitis:0.106 Diagnosis:9ccs153:GI hemorrhag:-0.053 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.048 Diagnosis:9ccs163:Other GU dx:-0.047 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.044 Diagnosis:9ccs253:Allergy:-0.044 Diagnosis:9ccs215:gu cong anom:0.042 Diagnosis:9ccs122:Pneumonia:-0.039 * Diagnosis:9ccs209:Ot acq defor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 2.766 [1.203 6.358] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs209:Ot acq defor:1.000 Diagnosis:9ccs212:Ot bone dx:0.182 Diagnosis:9ccs2603:E Codes: Fall:0.089 Diagnosis:10ccs58:Ot nutrit dx:0.088 Diagnosis:9ccs62:Coag/hemr dx:0.067 Diagnosis:9ccs0:No DX:0.065 Diagnosis:9ccs253:Allergy:0.058 Diagnosis:9ccs143:Abdom hernia:0.055 Diagnosis:9ccs243:Poisn nonmed:0.054 Diagnosis:9ccs58:Ot nutrit dx:0.050 * Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 2.483 [1.053 5.853] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:1.000 Diagnosis:9ccs62:Coag/hemr dx:0.144 Diagnosis:9ccs161:Ot dx kidney:0.118 Diagnosis:9ccs216:Nerv cong an:0.115 Number of Visits:0.107 Newborn Diagnosis:9ccs215:gu cong anom:0.104 Newborn Diagnosis:9ccs213:Cardiac anom:0.101 Newborn Diagnosis:9ccs191:Amnios dx:0.090 Diagnosis:9ccs96:Hrt valve dx:0.089 Diagnosis:9ccs223:Birth trauma:0.082 Diagnosis:9ccs258:Other screen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.822 [0.358 1.886] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs258:Other screen:1.000 Diagnosis:9ccs239:Superfic inj:0.184 Diagnosis:9ccs137:Mouth dx:0.165 Number of Visits:0.156 Diagnosis:9ccs155:Other GI dx:0.145 Diagnosis:9ccs250:Nausea/vomit:0.111 Diagnosis:9ccs127:COPD:0.103 Diagnosis:9ccs256:Exam/eval:0.102 Diagnosis:9ccs151:Oth liver dx:0.100 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.099 Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 0.733 [0.278 1.935] | indivs AUC:0.487 Correlated most with: Diagnosis:9ccs89:Blindness:1.000 Diagnosis:9ccs91:Other eye dx:0.242 Diagnosis:9ccs217:Ot cong anom:0.212 Diagnosis:9ccs213:Cardiac anom:0.129 Diagnosis:9ccs223:Birth trauma:0.109 Newborn Diagnosis:9ccs218:Liveborn:-0.103 Number of Visits:0.102 Diagnosis:9ccs7:Viral infect:0.088 Diagnosis:9ccs257:Ot aftercare:0.081 Newborn Diagnosis:9ccs191:Amnios dx:0.077 * Diagnosis:9ccs154:Gastroent | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.210 [0.050 0.880] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs154:Gastroent:1.000 Diagnosis:9ccs153:GI hemorrhag:0.209 Diagnosis:9ccs155:Other GI dx:0.191 Diagnosis:9ccs133:Oth low resp:0.166 Number of Visits:0.145 Diagnosis:9ccs256:Exam/eval:0.138 Diagnosis:9ccs253:Allergy:0.121 Diagnosis:9ccs127:COPD:0.092 Diagnosis:9ccs151:Oth liver dx:0.092 Diagnosis:9ccs58:Ot nutrit dx:0.081 Diagnosis:9ccs64:Ot hematl dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs64:Ot hematl dx:1.000 Diagnosis:9ccs2603:E Codes: Fall:0.128 Diagnosis:10ccs58:Ot nutrit dx:0.123 Diagnosis:9ccs163:Other GU dx:0.073 Diagnosis:9ccs165:Inf male gen:0.067 Newborn Diagnosis:9ccs224:Ot perint dx:0.067 Diagnosis:9ccs244:Other injury:0.065 Newborn Diagnosis:9ccs215:gu cong anom:0.065 Newborn Diagnosis:9ccs256:Exam/eval:0.065 Newborn Diagnosis:9ccs217:Ot cong anom:0.062 Newborn Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.127 [0.478 2.660] | indivs AUC:0.505 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:1.000 Diagnosis:9ccs223:Birth trauma:0.273 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.074 Diagnosis:9ccs198:Ot infl skin:0.066 Diagnosis:9ccs83:Epilepsy/cnv:0.066 Diagnosis:9ccs234:Crush injury:0.056 Diagnosis:9ccs123:Influenza:0.053 MatDeliveryAge:-0.052 Diagnosis:9ccs128:Asthma:0.051 Diagnosis:9ccs242:Poisn ot med:0.050 Newborn Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 0.555 [0.163 1.885] | indivs AUC:0.499 Correlated most with: Newborn Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.329 Diagnosis:9ccs96:Hrt valve dx:0.250 Newborn Diagnosis:9ccs213:Cardiac anom:0.156 Newborn Diagnosis:9ccs224:Ot perint dx:0.091 Diagnosis:9ccs211:Ot conn tiss:0.084 Diagnosis:9ccs2:Septicemia:0.074 Newborn Diagnosis:9ccs95:Oth nerv dx:0.068 Number of Visits:0.068 Diagnosis:9ccs89:Blindness:0.066 Lab:321981 BILIRUBIN TOTAL - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:1.000 Lab:306617 OCCULT BLOOD TEST (FECAL):0.153 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.142 Diagnosis:9ccs2603:E Codes: Fall:-0.085 Diagnosis:9ccs151:Oth liver dx:-0.083 Diagnosis:9ccs222:Perint jaund:0.077 Diagnosis:9ccs197:Skin infectn:0.057 Lab:294203 BILIRUBIN TOTAL - LMC:-0.055 Diagnosis:9ccs143:Abdom hernia:-0.054 Diagnosis:9ccs259:Unclassified:0.051 Diagnosis:9ccs2:Septicemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2:Septicemia:1.000 Diagnosis:9ccs246:FUO:0.166 Newborn Diagnosis:9ccs95:Oth nerv dx:0.130 Diagnosis:9ccs159:UTI:0.129 Diagnosis:9ccs163:Other GU dx:0.104 Newborn Diagnosis:9ccs96:Hrt valve dx:0.074 Diagnosis:9ccs122:Pneumonia:0.071 Number of Visits:0.068 Diagnosis:9ccs92:Otitis media:0.068 Diagnosis:9ccs197:Skin infectn:0.065 Diagnosis:9ccs140:Gastritis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 2.226 [0.724 6.844] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs140:Gastritis:1.000 Diagnosis:9ccs153:GI hemorrhag:0.113 Diagnosis:9ccs213:Cardiac anom:0.098 Newborn Diagnosis:9ccs95:Oth nerv dx:0.093 Diagnosis:9ccs55:Fluid/elc dx:0.070 Newborn Diagnosis:9ccs213:Cardiac anom:0.064 Diagnosis:10ccs58:Ot nutrit dx:0.057 Diagnosis:9ccs257:Ot aftercare:0.056 Diagnosis:9ccs159:UTI:0.052 Diagnosis:9ccs128:Asthma:0.052 Diagnosis:9ccs8:Oth infectns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.106 [0.403 3.040] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs8:Oth infectns:1.000 Diagnosis:9ccs2603:E Codes: Fall:0.132 Diagnosis:10ccs58:Ot nutrit dx:0.093 Diagnosis:9ccs117:Ot circul dx:0.087 Newborn Diagnosis:9ccs222:Perint jaund:0.082 Diagnosis:9ccs62:Coag/hemr dx:0.070 Diagnosis:9ccs197:Skin infectn:0.063 Diagnosis:9ccs7:Viral infect:0.057 Diagnosis:9ccs258:Other screen:0.057 Diagnosis:9ccs92:Otitis media:0.055 Diagnosis:9ccs153:GI hemorrhag | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.175 [0.023 1.306] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs153:GI hemorrhag:1.000 Diagnosis:9ccs154:Gastroent:0.209 Diagnosis:9ccs140:Gastritis:0.113 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.095 Diagnosis:9ccs155:Other GI dx:0.088 Diagnosis:9ccs244:Other injury:0.076 Diagnosis:9ccs127:COPD:0.075 Number of Visits:0.074 Diagnosis:9ccs257:Ot aftercare:0.070 Diagnosis:9ccs219:Low birth wt:0.066 Newborn Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs0:No DX:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.357 Newborn Diagnosis:9ccs94:Other ear dx:-0.355 Newborn Diagnosis:9ccs218:Liveborn:-0.157 Newborn Diagnosis:9ccs224:Ot perint dx:-0.080 Diagnosis:9ccs48:Thyroid dsor:0.067 Diagnosis:9ccs198:Ot infl skin:0.044 Diagnosis:9ccs255:Social admin:-0.043 Diagnosis:9ccs89:Blindness:0.041 Diagnosis:9ccs123:Influenza:0.041 Diagnosis:9ccs205:Back problem | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs205:Back problem:1.000 Lab:294203 BILIRUBIN TOTAL - LMC:0.095 Diagnosis:9ccs251:Abdomnl pain:0.082 Diagnosis:9ccs133:Oth low resp:0.080 Diagnosis:9ccs224:Ot perint dx:0.077 Diagnosis:9ccs161:Ot dx kidney:0.075 Diagnosis:9ccs216:Nerv cong an:0.073 Number of Visits:0.069 Diagnosis:9ccs48:Thyroid dsor:0.067 Newborn Diagnosis:9ccs213:Cardiac anom:0.064 Vital: Wt for Len Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:0.089 Diagnosis:9ccs141:Ot dx stomch:0.077 Diagnosis:9ccs3:Oth bact inf:0.077 Diagnosis:9ccs163:Other GU dx:0.074 Diagnosis:9ccs165:Inf male gen:-0.065 Diagnosis:9ccs223:Birth trauma:0.056 Newborn Diagnosis:9ccs96:Hrt valve dx:0.055 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.053 Diagnosis:9ccs76:Meningitis:0.051 Diagnosis:9ccs215:gu cong anom:-0.050 Newborn Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.778 [0.604 5.234] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs213:Cardiac anom:0.441 Diagnosis:9ccs96:Hrt valve dx:0.208 Newborn Diagnosis:9ccs96:Hrt valve dx:0.156 Diagnosis:9ccs55:Fluid/elc dx:0.136 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.113 Diagnosis:9ccs117:Ot circul dx:0.107 Diagnosis:9ccs83:Epilepsy/cnv:0.101 Newborn Diagnosis:9ccs253:Allergy:0.092 Newborn Diagnosis:9ccs95:Oth nerv dx:0.086 Vital: BP-latest | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs123:Influenza:0.207 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.132 Diagnosis:9ccs59:Anemia:0.091 Diagnosis:9ccs83:Epilepsy/cnv:-0.088 Diagnosis:9ccs219:Low birth wt:0.087 Diagnosis:9ccs122:Pneumonia:0.072 Diagnosis:9ccs124:Tonsillitis:0.064 Diagnosis:9ccs95:Oth nerv dx:-0.060 Diagnosis:9ccs217:Ot cong anom:-0.051 Diagnosis:9ccs138:Esophgeal dx:-0.047 Diagnosis:9ccs240:Burns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.830 [0.278 2.482] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs240:Burns:1.000 Diagnosis:9ccs243:Poisn nonmed:0.124 Number of Visits:0.123 Diagnosis:9ccs258:Other screen:0.093 Diagnosis:9ccs246:FUO:0.092 Diagnosis:9ccs259:Unclassified:0.076 Diagnosis:9ccs239:Superfic inj:0.072 Diagnosis:9ccs89:Blindness:0.068 Diagnosis:9ccs7:Viral infect:0.068 Diagnosis:9ccs143:Abdom hernia:0.059 Vital: Wt for Len Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.506 Correlated most with: Newborn Diagnosis:9ccs96:Hrt valve dx:-0.115 Diagnosis:9ccs141:Ot dx stomch:0.095 Diagnosis:9ccs3:Oth bact inf:0.095 Diagnosis:9ccs134:Ot uppr resp:-0.079 Diagnosis:9ccs223:Birth trauma:0.069 Diagnosis:9ccs89:Blindness:0.059 Newborn Diagnosis:9ccs223:Birth trauma:0.058 Diagnosis:9ccs96:Hrt valve dx:-0.045 Diagnosis:9ccs94:Other ear dx:-0.044 Lab:295669 BILIRUBIN DIRECT - LMC:0.044 Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.386 [0.968 5.880] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs211:Ot conn tiss:1.000 Diagnosis:9ccs95:Oth nerv dx:0.147 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.124 Diagnosis:9ccs134:Ot uppr resp:0.111 Newborn Diagnosis:9ccs191:Amnios dx:0.095 Newborn Diagnosis:9ccs96:Hrt valve dx:0.084 Diagnosis:9ccs62:Coag/hemr dx:0.072 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.068 Number of Visits:0.062 Diagnosis:9ccs216:Nerv cong an:0.056 Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.352 [0.045 2.758] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs3:Oth bact inf:1.000 Diagnosis:9ccs247:Lymph enlarg:0.202 Lab:297275 STREP RAPID TEST (POCT):0.138 Diagnosis:9ccs246:FUO:0.131 Diagnosis:9ccs128:Asthma:0.062 Diagnosis:9ccs58:Ot nutrit dx:0.049 Diagnosis:9ccs137:Mouth dx:0.047 Diagnosis:9ccs123:Influenza:0.046 Diagnosis:9ccs200:Oth skin dx:0.045 Diagnosis:9ccs253:Allergy:0.038 Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.964 [0.268 3.473] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:1.000 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.258 Lab:294147 FREE T4 - LMC:0.232 Newborn Diagnosis:9ccs253:Allergy:0.096 Diagnosis:9ccs259:Unclassified:0.079 Diagnosis:9ccs216:Nerv cong an:0.070 Newborn Diagnosis:9ccs0:No DX:0.067 Diagnosis:9ccs205:Back problem:0.067 Lab:295669 BILIRUBIN DIRECT - LMC:0.063 Diagnosis:9ccs155:Other GI dx:0.062 Diagnosis:9ccs243:Poisn nonmed | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.031 [0.592 6.976] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs243:Poisn nonmed:1.000 Diagnosis:9ccs240:Burns:0.124 Lab:292495 LEAD LEVEL - Sunrise:-0.102 Diagnosis:9ccs151:Oth liver dx:0.096 Diagnosis:9ccs92:Otitis media:-0.060 Diagnosis:9ccs209:Ot acq defor:0.054 Diagnosis:9ccs96:Hrt valve dx:0.050 Diagnosis:9ccs215:gu cong anom:0.049 Diagnosis:9ccs135:Intest infct:-0.048 Diagnosis:9ccs250:Nausea/vomit:0.047 Vital: HC Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs0:No DX:-0.067 Diagnosis:9ccs94:Other ear dx:-0.063 Diagnosis:9ccs256:Exam/eval:-0.063 Diagnosis:9ccs136:Teeth dx:-0.056 Diagnosis:9ccs259:Unclassified:0.056 Diagnosis:9ccs2603:E Codes: Fall:-0.055 Diagnosis:9ccs134:Ot uppr resp:-0.050 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.049 Diagnosis:9ccs197:Skin infectn:-0.047 Number of Visits:-0.037 Diagnosis:9ccs141:Ot dx stomch | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:1.000 Diagnosis:9ccs250:Nausea/vomit:0.179 Diagnosis:9ccs251:Abdomnl pain:0.090 Diagnosis:9ccs138:Esophgeal dx:0.088 Diagnosis:9ccs257:Ot aftercare:0.074 Diagnosis:9ccs128:Asthma:0.062 Lab:295669 BILIRUBIN DIRECT - LMC:0.061 Diagnosis:9ccs143:Abdom hernia:0.059 Diagnosis:9ccs224:Ot perint dx:0.052 Diagnosis:9ccs253:Allergy:0.052 Diagnosis:9ccs251:Abdomnl pain | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.520 [0.391 5.904] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:1.000 Diagnosis:9ccs141:Ot dx stomch:0.090 Diagnosis:9ccs205:Back problem:0.082 Diagnosis:9ccs55:Fluid/elc dx:0.082 Diagnosis:9ccs136:Teeth dx:0.066 Diagnosis:9ccs153:GI hemorrhag:0.061 Diagnosis:9ccs58:Ot nutrit dx:0.054 Diagnosis:9ccs123:Influenza:0.050 Diagnosis:9ccs154:Gastroent:0.043 Lab:297262 HEMOGLOBIN (HEMOCUE):0.042 Vital: HC Percentile-gain7to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs216:Nerv cong an:-0.134 Diagnosis:9ccs234:Crush injury:0.092 Newborn Diagnosis:9ccs223:Birth trauma:-0.082 Diagnosis:9ccs95:Oth nerv dx:-0.068 Newborn Diagnosis:9ccs215:gu cong anom:-0.063 Diagnosis:10ccs58:Ot nutrit dx:0.060 Diagnosis:9ccs124:Tonsillitis:-0.059 Diagnosis:9ccs143:Abdom hernia:-0.057 Diagnosis:9ccs48:Thyroid dsor:-0.055 Diagnosis:9ccs166:Oth male gen:-0.049 Vital: HC Percentile-gain10to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs234:Crush injury:-0.098 Diagnosis:9ccs48:Thyroid dsor:-0.074 Diagnosis:10ccs58:Ot nutrit dx:-0.064 Diagnosis:9ccs10:Immuniz/scrn:-0.058 Number of Visits:-0.058 Newborn Diagnosis:9ccs259:Unclassified:0.056 Diagnosis:9ccs217:Ot cong anom:-0.048 Diagnosis:9ccs2603:E Codes: Fall:-0.045 Diagnosis:9ccs7:Viral infect:-0.044 Diagnosis:9ccs58:Ot nutrit dx:-0.043 Vital: HC Percentile-gain5to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs216:Nerv cong an:0.125 Diagnosis:9ccs48:Thyroid dsor:0.116 Newborn Diagnosis:9ccs223:Birth trauma:0.076 Diagnosis:9ccs95:Oth nerv dx:0.063 Newborn Diagnosis:9ccs215:gu cong anom:0.058 Diagnosis:9ccs124:Tonsillitis:0.055 Diagnosis:9ccs143:Abdom hernia:0.053 Diagnosis:9ccs166:Oth male gen:0.046 Diagnosis:9ccs257:Ot aftercare:0.045 Diagnosis:9ccs215:gu cong anom:0.045 Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs163:Other GU dx:1.000 Diagnosis:9ccs159:UTI:0.164 Newborn Diagnosis:9ccs217:Ot cong anom:0.147 Diagnosis:9ccs161:Ot dx kidney:0.124 Newborn Diagnosis:9ccs215:gu cong anom:0.110 Diagnosis:9ccs2:Septicemia:0.104 Diagnosis:9ccs247:Lymph enlarg:0.090 Number of Visits:0.089 Diagnosis:9ccs217:Ot cong anom:0.079 Diagnosis:9ccs215:gu cong anom:0.078 Newborn Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.641 [0.141 2.905] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.314 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.183 Newborn Diagnosis:9ccs256:Exam/eval:0.179 Newborn Diagnosis:9ccs218:Liveborn:-0.157 Newborn Diagnosis:9ccs222:Perint jaund:0.144 Newborn Diagnosis:9ccs94:Other ear dx:-0.124 Newborn Diagnosis:9ccs259:Unclassified:0.083 Diagnosis:9ccs95:Oth nerv dx:0.067 Newborn Diagnosis:9ccs213:Cardiac anom:0.064 Lab:294205 TSH REFLEX TO FT4 - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.506 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:1.000 Lab:294147 FREE T4 - LMC:-0.386 Diagnosis:9ccs165:Inf male gen:0.089 Diagnosis:9ccs223:Birth trauma:-0.087 Newborn Diagnosis:9ccs223:Birth trauma:-0.074 Diagnosis:9ccs239:Superfic inj:0.065 Diagnosis:9ccs136:Teeth dx:0.056 Diagnosis:9ccs259:Unclassified:0.050 Newborn Diagnosis:9ccs215:gu cong anom:0.048 Diagnosis:9ccs217:Ot cong anom:0.041 Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.293 [0.038 2.259] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs55:Fluid/elc dx:1.000 Newborn Diagnosis:9ccs213:Cardiac anom:0.136 Diagnosis:9ccs62:Coag/hemr dx:0.093 Diagnosis:9ccs219:Low birth wt:0.091 Diagnosis:9ccs251:Abdomnl pain:0.082 Diagnosis:9ccs2603:E Codes: Fall:0.081 Diagnosis:9ccs161:Ot dx kidney:0.075 Diagnosis:9ccs216:Nerv cong an:0.073 Diagnosis:9ccs140:Gastritis:0.070 Diagnosis:9ccs222:Perint jaund:0.066 Diagnosis:9ccs75:Hx mental dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs75:Hx mental dx:1.000 Diagnosis:9ccs113:Late eff CVD:0.127 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.081 Diagnosis:9ccs58:Ot nutrit dx:0.057 Diagnosis:9ccs95:Oth nerv dx:0.057 Diagnosis:9ccs239:Superfic inj:0.056 Diagnosis:9ccs244:Other injury:0.055 Newborn Diagnosis:9ccs217:Ot cong anom:0.053 Diagnosis:9ccs128:Asthma:0.048 Diagnosis:9ccs159:UTI:0.045 Diagnosis:9ccs208:Acq foot def | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs208:Acq foot def:1.000 Diagnosis:9ccs259:Unclassified:0.056 Diagnosis:9ccs217:Ot cong anom:0.049 Diagnosis:9ccs256:Exam/eval:0.048 Diagnosis:9ccs95:Oth nerv dx:0.045 Newborn Diagnosis:9ccs215:gu cong anom:0.043 Newborn Diagnosis:9ccs217:Ot cong anom:0.042 Diagnosis:9ccs94:Other ear dx:0.041 Diagnosis:9ccs159:UTI:0.035 Diagnosis:9ccs7:Viral infect:0.033 Lab:323700 CULTURE THROAT W SENS - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.502 Correlated most with: Lab:323700 CULTURE THROAT W SENS - Sunrise:1.000 Diagnosis:9ccs211:Ot conn tiss:-0.124 Diagnosis:9ccs234:Crush injury:0.071 Diagnosis:9ccs215:gu cong anom:-0.061 Diagnosis:9ccs113:Late eff CVD:0.059 Diagnosis:9ccs135:Intest infct:-0.059 Diagnosis:9ccs166:Oth male gen:-0.059 Diagnosis:9ccs127:COPD:-0.052 Diagnosis:9ccs222:Perint jaund:0.052 Lab:297275 STREP RAPID TEST (POCT):-0.044 Vital: HC Percentile-gain3to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2603:E Codes: Fall:-0.093 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.075 Diagnosis:9ccs153:GI hemorrhag:-0.069 Diagnosis:9ccs76:Meningitis:-0.055 Diagnosis:9ccs154:Gastroent:-0.053 Diagnosis:9ccs92:Otitis media:-0.051 Newborn Diagnosis:9ccs224:Ot perint dx:0.048 Diagnosis:9ccs90:Eye infectn:-0.047 Diagnosis:9ccs4:Mycoses:-0.046 Diagnosis:9ccs244:Other injury:-0.045 Lab:294147 FREE T4 - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.506 Correlated most with: Lab:294147 FREE T4 - LMC:1.000 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.386 Diagnosis:9ccs48:Thyroid dsor:0.232 Diagnosis:9ccs165:Inf male gen:-0.110 Diagnosis:9ccs136:Teeth dx:-0.069 Diagnosis:9ccs143:Abdom hernia:0.062 Diagnosis:9ccs90:Eye infectn:-0.041 Diagnosis:9ccs125:Bronchitis:-0.040 Diagnosis:9ccs133:Oth low resp:0.035 Diagnosis:9ccs257:Ot aftercare:0.033 Vital: HC Percentile-gain13to19 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs128:Asthma:0.059 Diagnosis:9ccs10:Immuniz/scrn:0.055 Diagnosis:9ccs198:Ot infl skin:0.055 Newborn Diagnosis:9ccs259:Unclassified:-0.049 Diagnosis:9ccs7:Viral infect:0.046 Diagnosis:9ccs253:Allergy:0.046 Diagnosis:9ccs125:Bronchitis:0.042 Diagnosis:9ccs200:Oth skin dx:0.041 Diagnosis:9ccs92:Otitis media:0.034 Number of Visits:0.032 Lab:306617 OCCULT BLOOD TEST (FECAL) | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Lab:306617 OCCULT BLOOD TEST (FECAL):1.000 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.153 Diagnosis:9ccs247:Lymph enlarg:-0.105 Diagnosis:9ccs91:Other eye dx:-0.100 Diagnosis:9ccs258:Other screen:-0.099 Lab:294203 BILIRUBIN TOTAL - LMC:-0.082 Lab:295669 BILIRUBIN DIRECT - LMC:-0.078 Diagnosis:9ccs224:Ot perint dx:-0.069 Diagnosis:9ccs222:Perint jaund:-0.068 Diagnosis:9ccs154:Gastroent:0.061 Vital: HC Percentile-avg13to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs122:Pneumonia:0.064 Newborn Diagnosis:9ccs94:Other ear dx:0.057 Newborn Diagnosis:9ccs224:Ot perint dx:0.052 Diagnosis:9ccs127:COPD:-0.052 Diagnosis:9ccs91:Other eye dx:-0.045 Diagnosis:9ccs58:Ot nutrit dx:-0.045 Newborn Diagnosis:9ccs259:Unclassified:0.037 Diagnosis:9ccs96:Hrt valve dx:0.035 Diagnosis:9ccs92:Otitis media:-0.026 Diagnosis:9ccs7:Viral infect:0.020 Vital: BP-avg19to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs55:Fluid/elc dx:-0.124 Diagnosis:9ccs62:Coag/hemr dx:-0.115 Diagnosis:9ccs59:Anemia:0.095 Diagnosis:9ccs117:Ot circul dx:0.091 Diagnosis:9ccs136:Teeth dx:0.075 Diagnosis:9ccs259:Unclassified:-0.074 Diagnosis:9ccs74:Ot mentl cnd:0.061 Diagnosis:9ccs198:Ot infl skin:-0.054 Lab:295669 BILIRUBIN DIRECT - LMC:-0.053 Diagnosis:9ccs126:Ot up rsp in:0.048 Newborn Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.504 Correlated most with: Newborn Diagnosis:9ccs95:Oth nerv dx:1.000 Diagnosis:9ccs2:Septicemia:0.130 Newborn Diagnosis:9ccs253:Allergy:0.130 Newborn Diagnosis:9ccs256:Exam/eval:0.093 Diagnosis:9ccs140:Gastritis:0.093 Newborn Diagnosis:9ccs213:Cardiac anom:0.086 Diagnosis:9ccs217:Ot cong anom:0.075 Newborn Diagnosis:9ccs96:Hrt valve dx:0.068 Diagnosis:9ccs94:Other ear dx:0.065 Diagnosis:9ccs234:Crush injury:0.060 Vital: HC Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs76:Meningitis:0.097 Diagnosis:9ccs259:Unclassified:-0.053 Diagnosis:9ccs137:Mouth dx:0.053 Diagnosis:9ccs4:Mycoses:0.050 Lab:295669 BILIRUBIN DIRECT - LMC:-0.037 Lab:306617 OCCULT BLOOD TEST (FECAL):0.036 Diagnosis:9ccs153:GI hemorrhag:0.033 Diagnosis:9ccs135:Intest infct:-0.029 Diagnosis:9ccs138:Esophgeal dx:-0.029 Diagnosis:9ccs90:Eye infectn:-0.028 Vital: HC Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2603:E Codes: Fall:-0.097 Diagnosis:9ccs0:No DX:-0.086 Diagnosis:9ccs136:Teeth dx:-0.072 Diagnosis:9ccs94:Other ear dx:-0.064 Diagnosis:9ccs134:Ot uppr resp:-0.064 Diagnosis:9ccs197:Skin infectn:-0.061 Lab:306617 OCCULT BLOOD TEST (FECAL):0.058 Diagnosis:9ccs76:Meningitis:-0.054 Diagnosis:9ccs153:GI hemorrhag:0.054 Diagnosis:9ccs256:Exam/eval:-0.048 Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs216:Nerv cong an:1.000 Diagnosis:9ccs95:Oth nerv dx:0.156 Diagnosis:9ccs83:Epilepsy/cnv:0.115 Diagnosis:9ccs59:Anemia:0.108 Diagnosis:9ccs62:Coag/hemr dx:0.097 Diagnosis:9ccs74:Ot mentl cnd:0.078 Diagnosis:9ccs55:Fluid/elc dx:0.073 Diagnosis:9ccs205:Back problem:0.073 Diagnosis:9ccs48:Thyroid dsor:0.070 Newborn Diagnosis:9ccs213:Cardiac anom:0.067 Diagnosis:9ccs242:Poisn ot med | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs242:Poisn ot med:1.000 Diagnosis:9ccs92:Otitis media:0.066 Number of Visits:0.062 Diagnosis:9ccs222:Perint jaund:0.061 Diagnosis:9ccs122:Pneumonia:0.052 Diagnosis:9ccs0:No DX:0.051 Diagnosis:9ccs123:Influenza:0.050 Newborn Diagnosis:9ccs223:Birth trauma:0.050 Diagnosis:9ccs126:Ot up rsp in:0.045 Newborn Diagnosis:9ccs219:Low birth wt:0.045 Vital: HC Percentile-avg10to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs234:Crush injury:-0.107 Diagnosis:9ccs48:Thyroid dsor:0.099 Diagnosis:9ccs127:COPD:0.059 Diagnosis:9ccs224:Ot perint dx:0.049 Diagnosis:9ccs250:Nausea/vomit:0.047 Diagnosis:10ccs58:Ot nutrit dx:0.046 Diagnosis:9ccs198:Ot infl skin:0.043 Diagnosis:9ccs125:Bronchitis:-0.040 Diagnosis:9ccs122:Pneumonia:-0.039 Diagnosis:9ccs256:Exam/eval:0.038 Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:1.000 Diagnosis:9ccs83:Epilepsy/cnv:0.144 Lab:295669 BILIRUBIN DIRECT - LMC:-0.113 Diagnosis:9ccs47:Ot bnign neo:0.105 Diagnosis:9ccs166:Oth male gen:0.098 Diagnosis:9ccs216:Nerv cong an:0.097 Diagnosis:9ccs55:Fluid/elc dx:0.093 Diagnosis:9ccs197:Skin infectn:0.086 Newborn Diagnosis:9ccs213:Cardiac anom:0.086 Diagnosis:9ccs211:Ot conn tiss:0.072 Newborn Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs253:Allergy:1.000 Diagnosis:9ccs219:Low birth wt:0.271 Newborn Diagnosis:9ccs256:Exam/eval:0.218 Newborn Diagnosis:9ccs219:Low birth wt:0.213 Newborn Diagnosis:9ccs222:Perint jaund:0.185 Diagnosis:9ccs117:Ot circul dx:0.164 Newborn Diagnosis:9ccs95:Oth nerv dx:0.130 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.103 Diagnosis:9ccs48:Thyroid dsor:0.096 Newborn Diagnosis:9ccs217:Ot cong anom:0.094 Diagnosis:9ccs212:Ot bone dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs212:Ot bone dx:1.000 Diagnosis:9ccs209:Ot acq defor:0.182 Diagnosis:9ccs0:No DX:0.085 Diagnosis:9ccs89:Blindness:0.077 Diagnosis:9ccs47:Ot bnign neo:0.064 Diagnosis:9ccs96:Hrt valve dx:0.058 Diagnosis:9ccs58:Ot nutrit dx:0.057 Newborn Diagnosis:9ccs217:Ot cong anom:0.053 Diagnosis:9ccs213:Cardiac anom:0.051 Newborn Diagnosis:9ccs259:Unclassified:0.043 Newborn Diagnosis:9ccs191:Amnios dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:1.000 Newborn Diagnosis:9ccs217:Ot cong anom:0.240 Diagnosis:9ccs211:Ot conn tiss:0.095 Diagnosis:9ccs117:Ot circul dx:0.095 Diagnosis:9ccs83:Epilepsy/cnv:0.090 Diagnosis:9ccs89:Blindness:0.077 Diagnosis:9ccs90:Eye infectn:0.067 Diagnosis:9ccs258:Other screen:0.067 Diagnosis:9ccs135:Intest infct:0.064 Diagnosis:9ccs125:Bronchitis:0.063 Diagnosis:9ccs246:FUO | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs246:FUO:1.000 Diagnosis:9ccs2:Septicemia:0.166 Diagnosis:9ccs3:Oth bact inf:0.131 Diagnosis:9ccs239:Superfic inj:0.093 Diagnosis:9ccs240:Burns:0.092 Number of Visits:0.080 Diagnosis:9ccs123:Influenza:0.077 Diagnosis:9ccs247:Lymph enlarg:0.071 Diagnosis:9ccs154:Gastroent:0.069 Diagnosis:9ccs256:Exam/eval:0.063 Newborn Diagnosis:9ccs218:Liveborn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1748 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Newborn Diagnosis:9ccs218:Liveborn:1.000 Newborn Diagnosis:9ccs0:No DX:-0.157 Newborn Diagnosis:9ccs221:Resp distres:-0.157 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.111 Newborn Diagnosis:9ccs94:Other ear dx:0.110 Diagnosis:9ccs89:Blindness:-0.103 Diagnosis:9ccs136:Teeth dx:-0.094 Diagnosis:9ccs165:Inf male gen:-0.078 Newborn Diagnosis:9ccs215:gu cong anom:-0.076 Newborn Diagnosis:9ccs217:Ot cong anom:-0.073 Vital : 0.945044753839 Number of Visits : 0.00881484710116 MatDeliveryAge : 0.00721932538475 Diagnosis : 0.0310120740814 Lab : 0.00343669717822 Newborn Diagnosis : 0.00447230241525 Time to run analysis 0:09:51.150034 Total Time elapsed 7:33:38.204337 ----------------------------------------------------- boys min_5 no_wt_bmi lasso regression Running batch 1 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 0, alpha = 0.001, R^2 train: 0.878, R^2 test: -1.390 Bootstrap CV 0, alpha = 0.005, R^2 train: 0.620, R^2 test: -0.196 Bootstrap CV 0, alpha = 0.01, R^2 train: 0.436, R^2 test: -0.021 Bootstrap CV 0, alpha = 0.1, R^2 train: 0.012, R^2 test: -0.035 best alpha via bootstrap CV: 0.1 AUC Train: 0.575, Explained Variance Score Train: 0.012 AUC Validation: 0.460, Explained Variance Score Validation: -0.007 AUC Test: 0.529, Explained Variance Score Test: -0.004 Bootstrap CV 12, alpha = 0.001, R^2 train: 0.853, R^2 test: -4.037 Bootstrap CV 12, alpha = 0.005, R^2 train: 0.667, R^2 test: -1.210 Bootstrap CV 12, alpha = 0.01, R^2 train: 0.536, R^2 test: -0.618 Bootstrap CV 12, alpha = 0.1, R^2 train: 0.038, R^2 test: -0.061 best alpha via bootstrap CV: 0.1 AUC Train: 0.645, Explained Variance Score Train: 0.038 AUC Validation: 0.610, Explained Variance Score Validation: 0.007 AUC Test: 0.578, Explained Variance Score Test: 0.011 Bootstrap CV 9, alpha = 0.001, R^2 train: 0.848, R^2 test: -2.438 Bootstrap CV 9, alpha = 0.005, R^2 train: 0.624, R^2 test: -0.703 Bootstrap CV 9, alpha = 0.01, R^2 train: 0.496, R^2 test: -0.350 Bootstrap CV 9, alpha = 0.1, R^2 train: 0.001, R^2 test: -0.068 best alpha via bootstrap CV: 0.1 AUC Train: 0.658, Explained Variance Score Train: 0.001 AUC Validation: 0.543, Explained Variance Score Validation: 0.000 AUC Test: 0.558, Explained Variance Score Test: 0.001 Bootstrap CV 6, alpha = 0.001, R^2 train: 0.782, R^2 test: -3.049 Bootstrap CV 6, alpha = 0.005, R^2 train: 0.536, R^2 test: -0.689 Bootstrap CV 6, alpha = 0.01, R^2 train: 0.403, R^2 test: -0.231 Bootstrap CV 6, alpha = 0.1, R^2 train: 0.009, R^2 test: -0.011 best alpha via bootstrap CV: 0.1 AUC Train: 0.609, Explained Variance Score Train: 0.009 AUC Validation: 0.643, Explained Variance Score Validation: 0.012 AUC Test: 0.558, Explained Variance Score Test: 0.002 Bootstrap CV 13, alpha = 0.001, R^2 train: 0.805, R^2 test: -2.373 Bootstrap CV 13, alpha = 0.005, R^2 train: 0.575, R^2 test: -0.650 Bootstrap CV 13, alpha = 0.01, R^2 train: 0.406, R^2 test: -0.380 Bootstrap CV 13, alpha = 0.1, R^2 train: 0.011, R^2 test: -0.032 best alpha via bootstrap CV: 0.1 AUC Train: 0.510, Explained Variance Score Train: 0.011 AUC Validation: 0.431, Explained Variance Score Validation: -0.010 AUC Test: 0.536, Explained Variance Score Test: 0.004 Bootstrap CV 8, alpha = 0.001, R^2 train: 0.891, R^2 test: -1.284 Bootstrap CV 8, alpha = 0.005, R^2 train: 0.721, R^2 test: -0.467 Bootstrap CV 8, alpha = 0.01, R^2 train: 0.604, R^2 test: -0.247 Bootstrap CV 8, alpha = 0.1, R^2 train: 0.137, R^2 test: 0.011 best alpha via bootstrap CV: 0.1 AUC Train: 0.738, Explained Variance Score Train: 0.137 AUC Validation: 0.666, Explained Variance Score Validation: 0.017 AUC Test: 0.518, Explained Variance Score Test: -0.012 Bootstrap CV 14, alpha = 0.001, R^2 train: 0.843, R^2 test: -1.340 Bootstrap CV 14, alpha = 0.005, R^2 train: 0.701, R^2 test: -0.118 Bootstrap CV 14, alpha = 0.01, R^2 train: 0.576, R^2 test: 0.100 Bootstrap CV 14, alpha = 0.1, R^2 train: 0.013, R^2 test: 0.009 best alpha via bootstrap CV: 0.1 AUC Train: 0.608, Explained Variance Score Train: 0.013 AUC Validation: 0.535, Explained Variance Score Validation: 0.011 AUC Test: 0.527, Explained Variance Score Test: 0.005 Bootstrap CV 2, alpha = 0.001, R^2 train: 0.859, R^2 test: -1.357 Bootstrap CV 2, alpha = 0.005, R^2 train: 0.695, R^2 test: -0.397 Bootstrap CV 2, alpha = 0.01, R^2 train: 0.561, R^2 test: -0.253 Bootstrap CV 2, alpha = 0.1, R^2 train: 0.008, R^2 test: -0.007 best alpha via bootstrap CV: 0.1 AUC Train: 0.555, Explained Variance Score Train: 0.008 AUC Validation: 0.542, Explained Variance Score Validation: 0.006 AUC Test: 0.507, Explained Variance Score Test: 0.001 Bootstrap CV 1, alpha = 0.001, R^2 train: 0.872, R^2 test: -0.828 Bootstrap CV 1, alpha = 0.005, R^2 train: 0.697, R^2 test: -0.156 Bootstrap CV 1, alpha = 0.01, R^2 train: 0.581, R^2 test: -0.079 Bootstrap CV 1, alpha = 0.1, R^2 train: 0.063, R^2 test: 0.008 best alpha via bootstrap CV: 0.1 AUC Train: 0.751, Explained Variance Score Train: 0.063 AUC Validation: 0.651, Explained Variance Score Validation: 0.035 AUC Test: 0.621, Explained Variance Score Test: 0.033 Bootstrap CV 3, alpha = 0.001, R^2 train: 0.775, R^2 test: -3.225 Bootstrap CV 3, alpha = 0.005, R^2 train: 0.599, R^2 test: -0.995 Bootstrap CV 3, alpha = 0.01, R^2 train: 0.489, R^2 test: -0.655 Bootstrap CV 3, alpha = 0.1, R^2 train: 0.044, R^2 test: -0.080 best alpha via bootstrap CV: 0.1 AUC Train: 0.668, Explained Variance Score Train: 0.044 AUC Validation: 0.567, Explained Variance Score Validation: -0.047 AUC Test: 0.534, Explained Variance Score Test: 0.008 Bootstrap CV 7, alpha = 0.001, R^2 train: 0.831, R^2 test: -2.166 Bootstrap CV 7, alpha = 0.005, R^2 train: 0.640, R^2 test: -0.560 Bootstrap CV 7, alpha = 0.01, R^2 train: 0.496, R^2 test: -0.212 Bootstrap CV 7, alpha = 0.1, R^2 train: 0.017, R^2 test: -0.020 best alpha via bootstrap CV: 0.1 AUC Train: 0.591, Explained Variance Score Train: 0.017 AUC Validation: 0.423, Explained Variance Score Validation: -0.002 AUC Test: 0.444, Explained Variance Score Test: -0.010 Bootstrap CV 11, alpha = 0.001, R^2 train: 0.853, R^2 test: -2.574 Bootstrap CV 11, alpha = 0.005, R^2 train: 0.666, R^2 test: -0.802 Bootstrap CV 11, alpha = 0.01, R^2 train: 0.529, R^2 test: -0.401 Bootstrap CV 11, alpha = 0.1, R^2 train: 0.063, R^2 test: 0.016 best alpha via bootstrap CV: 0.1 AUC Train: 0.697, Explained Variance Score Train: 0.063 AUC Validation: 0.530, Explained Variance Score Validation: 0.020 AUC Test: 0.573, Explained Variance Score Test: -0.001 Bootstrap CV 4, alpha = 0.001, R^2 train: 0.786, R^2 test: -0.596 Bootstrap CV 4, alpha = 0.005, R^2 train: 0.593, R^2 test: -0.079 Bootstrap CV 4, alpha = 0.01, R^2 train: 0.425, R^2 test: -0.056 Bootstrap CV 4, alpha = 0.1, R^2 train: 0.002, R^2 test: -0.037 best alpha via bootstrap CV: 0.1 AUC Train: 0.599, Explained Variance Score Train: 0.002 AUC Validation: 0.404, Explained Variance Score Validation: -0.002 AUC Test: 0.537, Explained Variance Score Test: 0.001 Bootstrap CV 5, alpha = 0.001, R^2 train: 0.817, R^2 test: -1.432 Bootstrap CV 5, alpha = 0.005, R^2 train: 0.578, R^2 test: -0.388 Bootstrap CV 5, alpha = 0.01, R^2 train: 0.396, R^2 test: -0.181 Bootstrap CV 5, alpha = 0.1, R^2 train: 0.003, R^2 test: -0.015 best alpha via bootstrap CV: 0.1 AUC Train: 0.629, Explained Variance Score Train: 0.003 AUC Validation: 0.527, Explained Variance Score Validation: 0.001 AUC Test: 0.548, Explained Variance Score Test: 0.001 Bootstrap CV 15, alpha = 0.001, R^2 train: 0.851, R^2 test: -1.872 Bootstrap CV 15, alpha = 0.005, R^2 train: 0.653, R^2 test: -0.406 Bootstrap CV 15, alpha = 0.01, R^2 train: 0.515, R^2 test: -0.234 Bootstrap CV 15, alpha = 0.1, R^2 train: 0.041, R^2 test: -0.014 best alpha via bootstrap CV: 0.1 AUC Train: 0.673, Explained Variance Score Train: 0.041 AUC Validation: 0.503, Explained Variance Score Validation: -0.005 AUC Test: 0.533, Explained Variance Score Test: 0.006 Bootstrap CV 10, alpha = 0.001, R^2 train: 0.857, R^2 test: -2.245 Bootstrap CV 10, alpha = 0.005, R^2 train: 0.689, R^2 test: -0.626 Bootstrap CV 10, alpha = 0.01, R^2 train: 0.582, R^2 test: -0.385 Bootstrap CV 10, alpha = 0.1, R^2 train: 0.025, R^2 test: -0.003 best alpha via bootstrap CV: 0.1 AUC Train: 0.569, Explained Variance Score Train: 0.025 AUC Validation: 0.629, Explained Variance Score Validation: 0.008 AUC Test: 0.563, Explained Variance Score Test: 0.013 Running batch 2 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 19, alpha = 0.001, R^2 train: 0.824, R^2 test: -0.885 Bootstrap CV 19, alpha = 0.005, R^2 train: 0.568, R^2 test: -0.245 Bootstrap CV 19, alpha = 0.01, R^2 train: 0.389, R^2 test: -0.126 Bootstrap CV 19, alpha = 0.1, R^2 train: 0.026, R^2 test: -0.092 best alpha via bootstrap CV: 0.1 AUC Train: 0.671, Explained Variance Score Train: 0.026 AUC Validation: 0.385, Explained Variance Score Validation: -0.011 AUC Test: 0.564, Explained Variance Score Test: 0.008 Bootstrap CV 23, alpha = 0.001, R^2 train: 0.871, R^2 test: -4.107 Bootstrap CV 23, alpha = 0.005, R^2 train: 0.624, R^2 test: -0.379 Bootstrap CV 23, alpha = 0.01, R^2 train: 0.467, R^2 test: -0.271 Bootstrap CV 23, alpha = 0.1, R^2 train: 0.001, R^2 test: -0.019 best alpha via bootstrap CV: 0.1 AUC Train: 0.544, Explained Variance Score Train: 0.001 AUC Validation: 0.527, Explained Variance Score Validation: 0.002 AUC Test: 0.483, Explained Variance Score Test: -0.001 Bootstrap CV 30, alpha = 0.001, R^2 train: 0.782, R^2 test: -0.510 Bootstrap CV 30, alpha = 0.005, R^2 train: 0.583, R^2 test: -0.137 Bootstrap CV 30, alpha = 0.01, R^2 train: 0.489, R^2 test: -0.100 Bootstrap CV 30, alpha = 0.1, R^2 train: 0.016, R^2 test: -0.019 best alpha via bootstrap CV: 0.1 AUC Train: 0.614, Explained Variance Score Train: 0.016 AUC Validation: 0.610, Explained Variance Score Validation: 0.004 AUC Test: 0.539, Explained Variance Score Test: 0.001 Bootstrap CV 31, alpha = 0.001, R^2 train: 0.857, R^2 test: -1.274 Bootstrap CV 31, alpha = 0.005, R^2 train: 0.647, R^2 test: -0.271 Bootstrap CV 31, alpha = 0.01, R^2 train: 0.507, R^2 test: -0.123 Bootstrap CV 31, alpha = 0.1, R^2 train: 0.003, R^2 test: -0.006 best alpha via bootstrap CV: 0.1 AUC Train: 0.592, Explained Variance Score Train: 0.003 AUC Validation: 0.497, Explained Variance Score Validation: -0.000 AUC Test: 0.545, Explained Variance Score Test: 0.002 Bootstrap CV 29, alpha = 0.001, R^2 train: 0.806, R^2 test: -0.733 Bootstrap CV 29, alpha = 0.005, R^2 train: 0.531, R^2 test: -0.120 Bootstrap CV 29, alpha = 0.01, R^2 train: 0.418, R^2 test: -0.020 Bootstrap CV 29, alpha = 0.1, R^2 train: 0.033, R^2 test: -0.016 best alpha via bootstrap CV: 0.1 AUC Train: 0.699, Explained Variance Score Train: 0.033 AUC Validation: 0.494, Explained Variance Score Validation: 0.002 AUC Test: 0.529, Explained Variance Score Test: 0.002 Bootstrap CV 17, alpha = 0.001, R^2 train: 0.910, R^2 test: -1.415 Bootstrap CV 17, alpha = 0.005, R^2 train: 0.738, R^2 test: -0.303 Bootstrap CV 17, alpha = 0.01, R^2 train: 0.600, R^2 test: -0.145 Bootstrap CV 17, alpha = 0.1, R^2 train: 0.070, R^2 test: -0.008 best alpha via bootstrap CV: 0.1 AUC Train: 0.676, Explained Variance Score Train: 0.070 AUC Validation: 0.573, Explained Variance Score Validation: 0.010 AUC Test: 0.573, Explained Variance Score Test: 0.020 Bootstrap CV 26, alpha = 0.001, R^2 train: 0.810, R^2 test: -1.178 Bootstrap CV 26, alpha = 0.005, R^2 train: 0.595, R^2 test: -0.327 Bootstrap CV 26, alpha = 0.01, R^2 train: 0.415, R^2 test: -0.151 Bootstrap CV 26, alpha = 0.1, R^2 train: 0.015, R^2 test: -0.003 best alpha via bootstrap CV: 0.1 AUC Train: 0.632, Explained Variance Score Train: 0.015 AUC Validation: 0.527, Explained Variance Score Validation: 0.000 AUC Test: 0.436, Explained Variance Score Test: -0.007 Bootstrap CV 16, alpha = 0.001, R^2 train: 0.855, R^2 test: -3.581 Bootstrap CV 16, alpha = 0.005, R^2 train: 0.717, R^2 test: -2.161 Bootstrap CV 16, alpha = 0.01, R^2 train: 0.616, R^2 test: -1.351 Bootstrap CV 16, alpha = 0.1, R^2 train: 0.059, R^2 test: -0.065 best alpha via bootstrap CV: 0.1 AUC Train: 0.672, Explained Variance Score Train: 0.059 AUC Validation: 0.500, Explained Variance Score Validation: -0.027 AUC Test: 0.539, Explained Variance Score Test: 0.009 Bootstrap CV 24, alpha = 0.001, R^2 train: 0.904, R^2 test: -2.396 Bootstrap CV 24, alpha = 0.005, R^2 train: 0.726, R^2 test: -1.175 Bootstrap CV 24, alpha = 0.01, R^2 train: 0.614, R^2 test: -0.671 Bootstrap CV 24, alpha = 0.1, R^2 train: 0.061, R^2 test: -0.011 best alpha via bootstrap CV: 0.1 AUC Train: 0.726, Explained Variance Score Train: 0.061 AUC Validation: 0.538, Explained Variance Score Validation: -0.009 AUC Test: 0.465, Explained Variance Score Test: -0.027 Bootstrap CV 20, alpha = 0.001, R^2 train: 0.861, R^2 test: -0.963 Bootstrap CV 20, alpha = 0.005, R^2 train: 0.664, R^2 test: -0.124 Bootstrap CV 20, alpha = 0.01, R^2 train: 0.502, R^2 test: 0.013 Bootstrap CV 20, alpha = 0.1, R^2 train: 0.013, R^2 test: -0.001 best alpha via bootstrap CV: 0.1 AUC Train: 0.643, Explained Variance Score Train: 0.013 AUC Validation: 0.618, Explained Variance Score Validation: 0.001 AUC Test: 0.528, Explained Variance Score Test: 0.005 Bootstrap CV 22, alpha = 0.001, R^2 train: 0.848, R^2 test: -1.228 Bootstrap CV 22, alpha = 0.005, R^2 train: 0.597, R^2 test: -0.529 Bootstrap CV 22, alpha = 0.01, R^2 train: 0.458, R^2 test: -0.342 Bootstrap CV 22, alpha = 0.1, R^2 train: 0.005, R^2 test: -0.008 best alpha via bootstrap CV: 0.1 AUC Train: 0.624, Explained Variance Score Train: 0.005 AUC Validation: 0.524, Explained Variance Score Validation: -0.000 AUC Test: 0.458, Explained Variance Score Test: -0.003 Bootstrap CV 25, alpha = 0.001, R^2 train: 0.895, R^2 test: -4.018 Bootstrap CV 25, alpha = 0.005, R^2 train: 0.677, R^2 test: -1.280 Bootstrap CV 25, alpha = 0.01, R^2 train: 0.562, R^2 test: -0.792 Bootstrap CV 25, alpha = 0.1, R^2 train: 0.091, R^2 test: -0.073 best alpha via bootstrap CV: 0.1 AUC Train: 0.760, Explained Variance Score Train: 0.091 AUC Validation: 0.467, Explained Variance Score Validation: -0.063 AUC Test: 0.603, Explained Variance Score Test: 0.034 Bootstrap CV 27, alpha = 0.001, R^2 train: 0.828, R^2 test: -2.065 Bootstrap CV 27, alpha = 0.005, R^2 train: 0.603, R^2 test: -0.658 Bootstrap CV 27, alpha = 0.01, R^2 train: 0.484, R^2 test: -0.386 Bootstrap CV 27, alpha = 0.1, R^2 train: 0.024, R^2 test: -0.013 best alpha via bootstrap CV: 0.1 AUC Train: 0.673, Explained Variance Score Train: 0.024 AUC Validation: 0.440, Explained Variance Score Validation: -0.011 AUC Test: 0.536, Explained Variance Score Test: -0.004 Bootstrap CV 21, alpha = 0.001, R^2 train: 0.807, R^2 test: -2.358 Bootstrap CV 21, alpha = 0.005, R^2 train: 0.596, R^2 test: -0.758 Bootstrap CV 21, alpha = 0.01, R^2 train: 0.480, R^2 test: -0.442 Bootstrap CV 21, alpha = 0.1, R^2 train: 0.058, R^2 test: 0.011 best alpha via bootstrap CV: 0.1 AUC Train: 0.698, Explained Variance Score Train: 0.058 AUC Validation: 0.674, Explained Variance Score Validation: 0.016 AUC Test: 0.551, Explained Variance Score Test: 0.005 Bootstrap CV 28, alpha = 0.001, R^2 train: 0.827, R^2 test: -5.021 Bootstrap CV 28, alpha = 0.005, R^2 train: 0.625, R^2 test: -1.312 Bootstrap CV 28, alpha = 0.01, R^2 train: 0.489, R^2 test: -0.524 Bootstrap CV 28, alpha = 0.1, R^2 train: 0.013, R^2 test: -0.063 best alpha via bootstrap CV: 0.1 AUC Train: 0.622, Explained Variance Score Train: 0.013 AUC Validation: 0.579, Explained Variance Score Validation: 0.008 AUC Test: 0.538, Explained Variance Score Test: 0.005 Bootstrap CV 18, alpha = 0.001, R^2 train: 0.939, R^2 test: -1.606 Bootstrap CV 18, alpha = 0.005, R^2 train: 0.783, R^2 test: -0.662 Bootstrap CV 18, alpha = 0.01, R^2 train: 0.648, R^2 test: -0.382 Bootstrap CV 18, alpha = 0.1, R^2 train: 0.114, R^2 test: -0.036 best alpha via bootstrap CV: 0.1 AUC Train: 0.672, Explained Variance Score Train: 0.114 AUC Validation: 0.406, Explained Variance Score Validation: -0.035 AUC Test: 0.517, Explained Variance Score Test: -0.006 Running batch 3 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 40, alpha = 0.001, R^2 train: 0.855, R^2 test: -3.985 Bootstrap CV 40, alpha = 0.005, R^2 train: 0.618, R^2 test: -1.323 Bootstrap CV 40, alpha = 0.01, R^2 train: 0.508, R^2 test: -0.886 Bootstrap CV 40, alpha = 0.1, R^2 train: 0.055, R^2 test: -0.088 best alpha via bootstrap CV: 0.1 AUC Train: 0.685, Explained Variance Score Train: 0.055 AUC Validation: 0.434, Explained Variance Score Validation: -0.050 AUC Test: 0.531, Explained Variance Score Test: -0.008 Bootstrap CV 37, alpha = 0.001, R^2 train: 0.850, R^2 test: -2.213 Bootstrap CV 37, alpha = 0.005, R^2 train: 0.578, R^2 test: -0.599 Bootstrap CV 37, alpha = 0.01, R^2 train: 0.421, R^2 test: -0.229 Bootstrap CV 37, alpha = 0.1, R^2 train: 0.000, R^2 test: -0.000 best alpha via bootstrap CV: 0.1 AUC Train: 0.500, Explained Variance Score Train: 0.000 AUC Validation: 0.500, Explained Variance Score Validation: 0.000 AUC Test: 0.500, Explained Variance Score Test: 0.000
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 38, alpha = 0.001, R^2 train: 0.834, R^2 test: -2.334 Bootstrap CV 38, alpha = 0.005, R^2 train: 0.613, R^2 test: -0.642 Bootstrap CV 38, alpha = 0.01, R^2 train: 0.448, R^2 test: -0.233 Bootstrap CV 38, alpha = 0.1, R^2 train: 0.033, R^2 test: -0.004 best alpha via bootstrap CV: 0.1 AUC Train: 0.598, Explained Variance Score Train: 0.033 AUC Validation: 0.619, Explained Variance Score Validation: 0.003 AUC Test: 0.588, Explained Variance Score Test: 0.009 Bootstrap CV 45, alpha = 0.001, R^2 train: 0.903, R^2 test: -3.738 Bootstrap CV 45, alpha = 0.005, R^2 train: 0.726, R^2 test: -1.571 Bootstrap CV 45, alpha = 0.01, R^2 train: 0.584, R^2 test: -0.974 Bootstrap CV 45, alpha = 0.1, R^2 train: 0.050, R^2 test: 0.015 best alpha via bootstrap CV: 0.1 AUC Train: 0.607, Explained Variance Score Train: 0.050 AUC Validation: 0.554, Explained Variance Score Validation: 0.016 AUC Test: 0.563, Explained Variance Score Test: -0.002 Bootstrap CV 44, alpha = 0.001, R^2 train: 0.874, R^2 test: -1.078 Bootstrap CV 44, alpha = 0.005, R^2 train: 0.745, R^2 test: -0.302 Bootstrap CV 44, alpha = 0.01, R^2 train: 0.652, R^2 test: -0.162 Bootstrap CV 44, alpha = 0.1, R^2 train: 0.164, R^2 test: -0.037 best alpha via bootstrap CV: 0.1 AUC Train: 0.682, Explained Variance Score Train: 0.164 AUC Validation: 0.492, Explained Variance Score Validation: -0.034 AUC Test: 0.603, Explained Variance Score Test: 0.022 Bootstrap CV 46, alpha = 0.001, R^2 train: 0.873, R^2 test: -3.434 Bootstrap CV 46, alpha = 0.005, R^2 train: 0.695, R^2 test: -1.120 Bootstrap CV 46, alpha = 0.01, R^2 train: 0.530, R^2 test: -0.424 Bootstrap CV 46, alpha = 0.1, R^2 train: 0.058, R^2 test: -0.022 best alpha via bootstrap CV: 0.1 AUC Train: 0.688, Explained Variance Score Train: 0.058 AUC Validation: 0.580, Explained Variance Score Validation: -0.013 AUC Test: 0.475, Explained Variance Score Test: -0.017 Bootstrap CV 33, alpha = 0.001, R^2 train: 0.784, R^2 test: -2.559 Bootstrap CV 33, alpha = 0.005, R^2 train: 0.510, R^2 test: -0.666 Bootstrap CV 33, alpha = 0.01, R^2 train: 0.347, R^2 test: -0.306 Bootstrap CV 33, alpha = 0.1, R^2 train: 0.001, R^2 test: -0.027 best alpha via bootstrap CV: 0.1 AUC Train: 0.609, Explained Variance Score Train: 0.001 AUC Validation: 0.426, Explained Variance Score Validation: -0.001 AUC Test: 0.529, Explained Variance Score Test: -0.000 Bootstrap CV 42, alpha = 0.001, R^2 train: 0.903, R^2 test: -3.433 Bootstrap CV 42, alpha = 0.005, R^2 train: 0.667, R^2 test: -1.090 Bootstrap CV 42, alpha = 0.01, R^2 train: 0.529, R^2 test: -0.503 Bootstrap CV 42, alpha = 0.1, R^2 train: 0.048, R^2 test: -0.005 best alpha via bootstrap CV: 0.1 AUC Train: 0.570, Explained Variance Score Train: 0.048 AUC Validation: 0.587, Explained Variance Score Validation: 0.002 AUC Test: 0.549, Explained Variance Score Test: 0.004 Bootstrap CV 36, alpha = 0.001, R^2 train: 0.861, R^2 test: -1.210 Bootstrap CV 36, alpha = 0.005, R^2 train: 0.638, R^2 test: -0.394 Bootstrap CV 36, alpha = 0.01, R^2 train: 0.495, R^2 test: -0.202 Bootstrap CV 36, alpha = 0.1, R^2 train: 0.043, R^2 test: -0.018 best alpha via bootstrap CV: 0.1 AUC Train: 0.669, Explained Variance Score Train: 0.043 AUC Validation: 0.468, Explained Variance Score Validation: -0.013 AUC Test: 0.451, Explained Variance Score Test: -0.022 Bootstrap CV 47, alpha = 0.001, R^2 train: 0.853, R^2 test: -1.535 Bootstrap CV 47, alpha = 0.005, R^2 train: 0.641, R^2 test: -0.443 Bootstrap CV 47, alpha = 0.01, R^2 train: 0.487, R^2 test: -0.241 Bootstrap CV 47, alpha = 0.1, R^2 train: 0.024, R^2 test: -0.004 best alpha via bootstrap CV: 0.1 AUC Train: 0.607, Explained Variance Score Train: 0.024 AUC Validation: 0.504, Explained Variance Score Validation: -0.002 AUC Test: 0.482, Explained Variance Score Test: -0.008 Bootstrap CV 41, alpha = 0.001, R^2 train: 0.878, R^2 test: -2.180 Bootstrap CV 41, alpha = 0.005, R^2 train: 0.666, R^2 test: -0.555 Bootstrap CV 41, alpha = 0.01, R^2 train: 0.533, R^2 test: -0.253 Bootstrap CV 41, alpha = 0.1, R^2 train: 0.056, R^2 test: 0.004 best alpha via bootstrap CV: 0.1 AUC Train: 0.689, Explained Variance Score Train: 0.056 AUC Validation: 0.662, Explained Variance Score Validation: 0.006 AUC Test: 0.604, Explained Variance Score Test: 0.032 Bootstrap CV 39, alpha = 0.001, R^2 train: 0.833, R^2 test: -1.439 Bootstrap CV 39, alpha = 0.005, R^2 train: 0.635, R^2 test: -0.320 Bootstrap CV 39, alpha = 0.01, R^2 train: 0.490, R^2 test: -0.145 Bootstrap CV 39, alpha = 0.1, R^2 train: 0.044, R^2 test: 0.022 best alpha via bootstrap CV: 0.1 AUC Train: 0.689, Explained Variance Score Train: 0.044 AUC Validation: 0.644, Explained Variance Score Validation: 0.041 AUC Test: 0.613, Explained Variance Score Test: 0.032 Bootstrap CV 34, alpha = 0.001, R^2 train: 0.863, R^2 test: -1.145 Bootstrap CV 34, alpha = 0.005, R^2 train: 0.681, R^2 test: -0.309 Bootstrap CV 34, alpha = 0.01, R^2 train: 0.514, R^2 test: -0.086 Bootstrap CV 34, alpha = 0.1, R^2 train: 0.044, R^2 test: 0.005 best alpha via bootstrap CV: 0.1 AUC Train: 0.758, Explained Variance Score Train: 0.044 AUC Validation: 0.571, Explained Variance Score Validation: 0.007 AUC Test: 0.540, Explained Variance Score Test: -0.009 Bootstrap CV 43, alpha = 0.001, R^2 train: 0.858, R^2 test: -1.216 Bootstrap CV 43, alpha = 0.005, R^2 train: 0.676, R^2 test: -0.240 Bootstrap CV 43, alpha = 0.01, R^2 train: 0.550, R^2 test: -0.067 Bootstrap CV 43, alpha = 0.1, R^2 train: 0.079, R^2 test: 0.043 best alpha via bootstrap CV: 0.1 AUC Train: 0.644, Explained Variance Score Train: 0.079 AUC Validation: 0.680, Explained Variance Score Validation: 0.062 AUC Test: 0.550, Explained Variance Score Test: -0.001 Bootstrap CV 32, alpha = 0.001, R^2 train: 0.815, R^2 test: -1.185 Bootstrap CV 32, alpha = 0.005, R^2 train: 0.624, R^2 test: -0.259 Bootstrap CV 32, alpha = 0.01, R^2 train: 0.462, R^2 test: 0.020 Bootstrap CV 32, alpha = 0.1, R^2 train: 0.016, R^2 test: 0.008 best alpha via bootstrap CV: 0.1 AUC Train: 0.604, Explained Variance Score Train: 0.016 AUC Validation: 0.552, Explained Variance Score Validation: 0.011 AUC Test: 0.576, Explained Variance Score Test: 0.010 Bootstrap CV 35, alpha = 0.001, R^2 train: 0.881, R^2 test: -2.345 Bootstrap CV 35, alpha = 0.005, R^2 train: 0.660, R^2 test: -0.656 Bootstrap CV 35, alpha = 0.01, R^2 train: 0.516, R^2 test: -0.230 Bootstrap CV 35, alpha = 0.1, R^2 train: 0.030, R^2 test: 0.004 best alpha via bootstrap CV: 0.1 AUC Train: 0.655, Explained Variance Score Train: 0.030 AUC Validation: 0.572, Explained Variance Score Validation: 0.010 AUC Test: 0.587, Explained Variance Score Test: 0.007 Running batch 4 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 57, alpha = 0.001, R^2 train: 0.873, R^2 test: -3.034 Bootstrap CV 57, alpha = 0.005, R^2 train: 0.639, R^2 test: -0.729 Bootstrap CV 57, alpha = 0.01, R^2 train: 0.519, R^2 test: -0.350 Bootstrap CV 57, alpha = 0.1, R^2 train: 0.076, R^2 test: 0.018 best alpha via bootstrap CV: 0.1 AUC Train: 0.712, Explained Variance Score Train: 0.076 AUC Validation: 0.676, Explained Variance Score Validation: 0.025 AUC Test: 0.590, Explained Variance Score Test: 0.005 Bootstrap CV 56, alpha = 0.001, R^2 train: 0.820, R^2 test: -1.453 Bootstrap CV 56, alpha = 0.005, R^2 train: 0.605, R^2 test: -0.317 Bootstrap CV 56, alpha = 0.01, R^2 train: 0.469, R^2 test: -0.108 Bootstrap CV 56, alpha = 0.1, R^2 train: 0.077, R^2 test: 0.018 best alpha via bootstrap CV: 0.1 AUC Train: 0.627, Explained Variance Score Train: 0.077 AUC Validation: 0.608, Explained Variance Score Validation: 0.022 AUC Test: 0.522, Explained Variance Score Test: -0.017 Bootstrap CV 63, alpha = 0.001, R^2 train: 0.890, R^2 test: -2.631 Bootstrap CV 63, alpha = 0.005, R^2 train: 0.728, R^2 test: -1.231 Bootstrap CV 63, alpha = 0.01, R^2 train: 0.625, R^2 test: -0.831 Bootstrap CV 63, alpha = 0.1, R^2 train: 0.056, R^2 test: -0.014 best alpha via bootstrap CV: 0.1 AUC Train: 0.703, Explained Variance Score Train: 0.056 AUC Validation: 0.574, Explained Variance Score Validation: -0.001 AUC Test: 0.497, Explained Variance Score Test: -0.010 Bootstrap CV 49, alpha = 0.001, R^2 train: 0.860, R^2 test: -1.407 Bootstrap CV 49, alpha = 0.005, R^2 train: 0.624, R^2 test: -0.424 Bootstrap CV 49, alpha = 0.01, R^2 train: 0.504, R^2 test: -0.219 Bootstrap CV 49, alpha = 0.1, R^2 train: 0.024, R^2 test: -0.002 best alpha via bootstrap CV: 0.1 AUC Train: 0.583, Explained Variance Score Train: 0.024 AUC Validation: 0.568, Explained Variance Score Validation: 0.006 AUC Test: 0.502, Explained Variance Score Test: -0.002 Bootstrap CV 52, alpha = 0.001, R^2 train: 0.822, R^2 test: -1.028 Bootstrap CV 52, alpha = 0.005, R^2 train: 0.611, R^2 test: -0.430 Bootstrap CV 52, alpha = 0.01, R^2 train: 0.473, R^2 test: -0.243 Bootstrap CV 52, alpha = 0.1, R^2 train: 0.022, R^2 test: -0.012 best alpha via bootstrap CV: 0.1 AUC Train: 0.624, Explained Variance Score Train: 0.022 AUC Validation: 0.459, Explained Variance Score Validation: -0.012 AUC Test: 0.571, Explained Variance Score Test: 0.011 Bootstrap CV 53, alpha = 0.001, R^2 train: 0.896, R^2 test: -3.760 Bootstrap CV 53, alpha = 0.005, R^2 train: 0.712, R^2 test: -1.042 Bootstrap CV 53, alpha = 0.01, R^2 train: 0.571, R^2 test: -0.465 Bootstrap CV 53, alpha = 0.1, R^2 train: 0.053, R^2 test: -0.031 best alpha via bootstrap CV: 0.1 AUC Train: 0.661, Explained Variance Score Train: 0.053 AUC Validation: 0.564, Explained Variance Score Validation: -0.021 AUC Test: 0.602, Explained Variance Score Test: 0.029 Bootstrap CV 50, alpha = 0.001, R^2 train: 0.788, R^2 test: -0.627 Bootstrap CV 50, alpha = 0.005, R^2 train: 0.575, R^2 test: -0.122 Bootstrap CV 50, alpha = 0.01, R^2 train: 0.440, R^2 test: -0.044 Bootstrap CV 50, alpha = 0.1, R^2 train: 0.008, R^2 test: -0.018 best alpha via bootstrap CV: 0.1 AUC Train: 0.531, Explained Variance Score Train: 0.008 AUC Validation: 0.506, Explained Variance Score Validation: -0.009 AUC Test: 0.483, Explained Variance Score Test: -0.002 Bootstrap CV 59, alpha = 0.001, R^2 train: 0.826, R^2 test: -1.223 Bootstrap CV 59, alpha = 0.005, R^2 train: 0.601, R^2 test: -0.319 Bootstrap CV 59, alpha = 0.01, R^2 train: 0.470, R^2 test: -0.086 Bootstrap CV 59, alpha = 0.1, R^2 train: 0.019, R^2 test: -0.005 best alpha via bootstrap CV: 0.1 AUC Train: 0.547, Explained Variance Score Train: 0.019 AUC Validation: 0.539, Explained Variance Score Validation: -0.004 AUC Test: 0.528, Explained Variance Score Test: 0.007 Bootstrap CV 51, alpha = 0.001, R^2 train: 0.799, R^2 test: -0.943 Bootstrap CV 51, alpha = 0.005, R^2 train: 0.601, R^2 test: -0.390 Bootstrap CV 51, alpha = 0.01, R^2 train: 0.471, R^2 test: -0.203 Bootstrap CV 51, alpha = 0.1, R^2 train: 0.061, R^2 test: -0.007 best alpha via bootstrap CV: 0.1 AUC Train: 0.652, Explained Variance Score Train: 0.061 AUC Validation: 0.527, Explained Variance Score Validation: -0.007 AUC Test: 0.540, Explained Variance Score Test: 0.006 Bootstrap CV 58, alpha = 0.001, R^2 train: 0.831, R^2 test: -2.916 Bootstrap CV 58, alpha = 0.005, R^2 train: 0.590, R^2 test: -0.532 Bootstrap CV 58, alpha = 0.01, R^2 train: 0.472, R^2 test: -0.349 Bootstrap CV 58, alpha = 0.1, R^2 train: 0.044, R^2 test: -0.003 best alpha via bootstrap CV: 0.1 AUC Train: 0.694, Explained Variance Score Train: 0.044 AUC Validation: 0.567, Explained Variance Score Validation: 0.013 AUC Test: 0.545, Explained Variance Score Test: -0.005 Bootstrap CV 61, alpha = 0.001, R^2 train: 0.844, R^2 test: -2.241 Bootstrap CV 61, alpha = 0.005, R^2 train: 0.616, R^2 test: -0.534 Bootstrap CV 61, alpha = 0.01, R^2 train: 0.478, R^2 test: -0.226 Bootstrap CV 61, alpha = 0.1, R^2 train: 0.062, R^2 test: -0.034 best alpha via bootstrap CV: 0.1 AUC Train: 0.648, Explained Variance Score Train: 0.062 AUC Validation: 0.411, Explained Variance Score Validation: -0.018 AUC Test: 0.565, Explained Variance Score Test: 0.004 Bootstrap CV 54, alpha = 0.001, R^2 train: 0.861, R^2 test: -1.133 Bootstrap CV 54, alpha = 0.005, R^2 train: 0.668, R^2 test: -0.092 Bootstrap CV 54, alpha = 0.01, R^2 train: 0.523, R^2 test: -0.066 Bootstrap CV 54, alpha = 0.1, R^2 train: 0.072, R^2 test: 0.055 best alpha via bootstrap CV: 0.1 AUC Train: 0.652, Explained Variance Score Train: 0.072 AUC Validation: 0.601, Explained Variance Score Validation: 0.059 AUC Test: 0.591, Explained Variance Score Test: 0.023 Bootstrap CV 48, alpha = 0.001, R^2 train: 0.855, R^2 test: -1.186 Bootstrap CV 48, alpha = 0.005, R^2 train: 0.655, R^2 test: -0.210 Bootstrap CV 48, alpha = 0.01, R^2 train: 0.553, R^2 test: -0.079 Bootstrap CV 48, alpha = 0.1, R^2 train: 0.099, R^2 test: -0.022 best alpha via bootstrap CV: 0.1 AUC Train: 0.636, Explained Variance Score Train: 0.099 AUC Validation: 0.465, Explained Variance Score Validation: -0.021 AUC Test: 0.478, Explained Variance Score Test: -0.022 Bootstrap CV 55, alpha = 0.001, R^2 train: 0.844, R^2 test: -1.577 Bootstrap CV 55, alpha = 0.005, R^2 train: 0.644, R^2 test: -0.545 Bootstrap CV 55, alpha = 0.01, R^2 train: 0.520, R^2 test: -0.449 Bootstrap CV 55, alpha = 0.1, R^2 train: 0.075, R^2 test: -0.016 best alpha via bootstrap CV: 0.1 AUC Train: 0.754, Explained Variance Score Train: 0.075 AUC Validation: 0.499, Explained Variance Score Validation: -0.012 AUC Test: 0.534, Explained Variance Score Test: 0.006 Bootstrap CV 60, alpha = 0.001, R^2 train: 0.742, R^2 test: -2.769 Bootstrap CV 60, alpha = 0.005, R^2 train: 0.536, R^2 test: -0.778 Bootstrap CV 60, alpha = 0.01, R^2 train: 0.393, R^2 test: -0.279 Bootstrap CV 60, alpha = 0.1, R^2 train: 0.026, R^2 test: -0.023 best alpha via bootstrap CV: 0.1 AUC Train: 0.693, Explained Variance Score Train: 0.026 AUC Validation: 0.644, Explained Variance Score Validation: 0.017 AUC Test: 0.628, Explained Variance Score Test: 0.018 Bootstrap CV 62, alpha = 0.001, R^2 train: 0.853, R^2 test: -1.401 Bootstrap CV 62, alpha = 0.005, R^2 train: 0.660, R^2 test: -0.285 Bootstrap CV 62, alpha = 0.01, R^2 train: 0.523, R^2 test: -0.006 Bootstrap CV 62, alpha = 0.1, R^2 train: 0.032, R^2 test: 0.009 best alpha via bootstrap CV: 0.1 AUC Train: 0.613, Explained Variance Score Train: 0.032 AUC Validation: 0.587, Explained Variance Score Validation: 0.011 AUC Test: 0.562, Explained Variance Score Test: -0.001 Running batch 5 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 66, alpha = 0.001, R^2 train: 0.848, R^2 test: -1.277 Bootstrap CV 66, alpha = 0.005, R^2 train: 0.644, R^2 test: -0.365 Bootstrap CV 66, alpha = 0.01, R^2 train: 0.506, R^2 test: -0.218 Bootstrap CV 66, alpha = 0.1, R^2 train: 0.050, R^2 test: -0.007 best alpha via bootstrap CV: 0.1 AUC Train: 0.726, Explained Variance Score Train: 0.050 AUC Validation: 0.552, Explained Variance Score Validation: -0.002 AUC Test: 0.580, Explained Variance Score Test: -0.001 Bootstrap CV 77, alpha = 0.001, R^2 train: 0.801, R^2 test: -2.230 Bootstrap CV 77, alpha = 0.005, R^2 train: 0.626, R^2 test: -0.811 Bootstrap CV 77, alpha = 0.01, R^2 train: 0.508, R^2 test: -0.469 Bootstrap CV 77, alpha = 0.1, R^2 train: 0.033, R^2 test: -0.006 best alpha via bootstrap CV: 0.1 AUC Train: 0.613, Explained Variance Score Train: 0.033 AUC Validation: 0.538, Explained Variance Score Validation: -0.005 AUC Test: 0.561, Explained Variance Score Test: -0.001 Bootstrap CV 69, alpha = 0.001, R^2 train: 0.905, R^2 test: -2.003 Bootstrap CV 69, alpha = 0.005, R^2 train: 0.693, R^2 test: -0.690 Bootstrap CV 69, alpha = 0.01, R^2 train: 0.529, R^2 test: -0.433 Bootstrap CV 69, alpha = 0.1, R^2 train: 0.036, R^2 test: -0.052 best alpha via bootstrap CV: 0.1 AUC Train: 0.605, Explained Variance Score Train: 0.036 AUC Validation: 0.510, Explained Variance Score Validation: -0.021 AUC Test: 0.551, Explained Variance Score Test: 0.005 Bootstrap CV 70, alpha = 0.001, R^2 train: 0.853, R^2 test: -4.320 Bootstrap CV 70, alpha = 0.005, R^2 train: 0.641, R^2 test: -0.775 Bootstrap CV 70, alpha = 0.01, R^2 train: 0.510, R^2 test: -0.377 Bootstrap CV 70, alpha = 0.1, R^2 train: 0.063, R^2 test: -0.041 best alpha via bootstrap CV: 0.1 AUC Train: 0.616, Explained Variance Score Train: 0.063 AUC Validation: 0.653, Explained Variance Score Validation: -0.015 AUC Test: 0.590, Explained Variance Score Test: 0.029 Bootstrap CV 67, alpha = 0.001, R^2 train: 0.842, R^2 test: -2.370 Bootstrap CV 67, alpha = 0.005, R^2 train: 0.662, R^2 test: -0.388 Bootstrap CV 67, alpha = 0.01, R^2 train: 0.557, R^2 test: -0.138 Bootstrap CV 67, alpha = 0.1, R^2 train: 0.087, R^2 test: 0.020 best alpha via bootstrap CV: 0.1 AUC Train: 0.726, Explained Variance Score Train: 0.087 AUC Validation: 0.557, Explained Variance Score Validation: 0.027 AUC Test: 0.564, Explained Variance Score Test: 0.016 Bootstrap CV 71, alpha = 0.001, R^2 train: 0.855, R^2 test: -2.777 Bootstrap CV 71, alpha = 0.005, R^2 train: 0.609, R^2 test: -0.682 Bootstrap CV 71, alpha = 0.01, R^2 train: 0.449, R^2 test: -0.425 Bootstrap CV 71, alpha = 0.1, R^2 train: 0.044, R^2 test: -0.038 best alpha via bootstrap CV: 0.1 AUC Train: 0.712, Explained Variance Score Train: 0.044 AUC Validation: 0.467, Explained Variance Score Validation: -0.007 AUC Test: 0.558, Explained Variance Score Test: 0.016 Bootstrap CV 68, alpha = 0.001, R^2 train: 0.823, R^2 test: -5.130 Bootstrap CV 68, alpha = 0.005, R^2 train: 0.584, R^2 test: -0.923 Bootstrap CV 68, alpha = 0.01, R^2 train: 0.429, R^2 test: -0.473 Bootstrap CV 68, alpha = 0.1, R^2 train: 0.013, R^2 test: -0.018 best alpha via bootstrap CV: 0.1 AUC Train: 0.664, Explained Variance Score Train: 0.013 AUC Validation: 0.562, Explained Variance Score Validation: 0.001 AUC Test: 0.584, Explained Variance Score Test: 0.010 Bootstrap CV 65, alpha = 0.001, R^2 train: 0.872, R^2 test: -2.558 Bootstrap CV 65, alpha = 0.005, R^2 train: 0.668, R^2 test: -0.769 Bootstrap CV 65, alpha = 0.01, R^2 train: 0.531, R^2 test: -0.457 Bootstrap CV 65, alpha = 0.1, R^2 train: 0.104, R^2 test: -0.002 best alpha via bootstrap CV: 0.1 AUC Train: 0.723, Explained Variance Score Train: 0.104 AUC Validation: 0.532, Explained Variance Score Validation: -0.001 AUC Test: 0.586, Explained Variance Score Test: 0.024 Bootstrap CV 78, alpha = 0.001, R^2 train: 0.865, R^2 test: -2.562 Bootstrap CV 78, alpha = 0.005, R^2 train: 0.670, R^2 test: -0.716 Bootstrap CV 78, alpha = 0.01, R^2 train: 0.537, R^2 test: -0.439 Bootstrap CV 78, alpha = 0.1, R^2 train: 0.077, R^2 test: -0.018 best alpha via bootstrap CV: 0.1 AUC Train: 0.695, Explained Variance Score Train: 0.077 AUC Validation: 0.553, Explained Variance Score Validation: -0.008 AUC Test: 0.544, Explained Variance Score Test: -0.005 Bootstrap CV 76, alpha = 0.001, R^2 train: 0.807, R^2 test: -1.289 Bootstrap CV 76, alpha = 0.005, R^2 train: 0.634, R^2 test: -0.539 Bootstrap CV 76, alpha = 0.01, R^2 train: 0.473, R^2 test: -0.263 Bootstrap CV 76, alpha = 0.1, R^2 train: 0.015, R^2 test: -0.027 best alpha via bootstrap CV: 0.1 AUC Train: 0.678, Explained Variance Score Train: 0.015 AUC Validation: 0.527, Explained Variance Score Validation: -0.002 AUC Test: 0.548, Explained Variance Score Test: 0.005 Bootstrap CV 72, alpha = 0.001, R^2 train: 0.828, R^2 test: -1.615 Bootstrap CV 72, alpha = 0.005, R^2 train: 0.635, R^2 test: -0.452 Bootstrap CV 72, alpha = 0.01, R^2 train: 0.533, R^2 test: -0.268 Bootstrap CV 72, alpha = 0.1, R^2 train: 0.034, R^2 test: -0.014 best alpha via bootstrap CV: 0.1 AUC Train: 0.703, Explained Variance Score Train: 0.034 AUC Validation: 0.521, Explained Variance Score Validation: -0.005 AUC Test: 0.498, Explained Variance Score Test: 0.001 Bootstrap CV 74, alpha = 0.001, R^2 train: 0.823, R^2 test: -3.903 Bootstrap CV 74, alpha = 0.005, R^2 train: 0.582, R^2 test: -0.976 Bootstrap CV 74, alpha = 0.01, R^2 train: 0.435, R^2 test: -0.373 Bootstrap CV 74, alpha = 0.1, R^2 train: 0.011, R^2 test: -0.007 best alpha via bootstrap CV: 0.1 AUC Train: 0.551, Explained Variance Score Train: 0.011 AUC Validation: 0.463, Explained Variance Score Validation: -0.006 AUC Test: 0.529, Explained Variance Score Test: -0.006 Bootstrap CV 75, alpha = 0.001, R^2 train: 0.872, R^2 test: -2.933 Bootstrap CV 75, alpha = 0.005, R^2 train: 0.713, R^2 test: -1.066 Bootstrap CV 75, alpha = 0.01, R^2 train: 0.601, R^2 test: -0.585 Bootstrap CV 75, alpha = 0.1, R^2 train: 0.050, R^2 test: 0.017 best alpha via bootstrap CV: 0.1 AUC Train: 0.663, Explained Variance Score Train: 0.050 AUC Validation: 0.565, Explained Variance Score Validation: 0.031 AUC Test: 0.582, Explained Variance Score Test: 0.019 Bootstrap CV 64, alpha = 0.001, R^2 train: 0.821, R^2 test: -2.035 Bootstrap CV 64, alpha = 0.005, R^2 train: 0.671, R^2 test: -0.516 Bootstrap CV 64, alpha = 0.01, R^2 train: 0.573, R^2 test: -0.286 Bootstrap CV 64, alpha = 0.1, R^2 train: 0.101, R^2 test: 0.017 best alpha via bootstrap CV: 0.1 AUC Train: 0.699, Explained Variance Score Train: 0.101 AUC Validation: 0.573, Explained Variance Score Validation: 0.029 AUC Test: 0.583, Explained Variance Score Test: 0.003 Bootstrap CV 73, alpha = 0.001, R^2 train: 0.884, R^2 test: -1.614 Bootstrap CV 73, alpha = 0.005, R^2 train: 0.693, R^2 test: -0.349 Bootstrap CV 73, alpha = 0.01, R^2 train: 0.545, R^2 test: -0.191 Bootstrap CV 73, alpha = 0.1, R^2 train: 0.049, R^2 test: -0.024 best alpha via bootstrap CV: 0.1 AUC Train: 0.673, Explained Variance Score Train: 0.049 AUC Validation: 0.596, Explained Variance Score Validation: -0.008 AUC Test: 0.469, Explained Variance Score Test: -0.033 Bootstrap CV 79, alpha = 0.001, R^2 train: 0.884, R^2 test: -2.337 Bootstrap CV 79, alpha = 0.005, R^2 train: 0.586, R^2 test: -0.384 Bootstrap CV 79, alpha = 0.01, R^2 train: 0.449, R^2 test: -0.250 Bootstrap CV 79, alpha = 0.1, R^2 train: 0.030, R^2 test: -0.025 best alpha via bootstrap CV: 0.1 AUC Train: 0.618, Explained Variance Score Train: 0.030 AUC Validation: 0.407, Explained Variance Score Validation: -0.018 AUC Test: 0.440, Explained Variance Score Test: -0.014 Running batch 6 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 83, alpha = 0.001, R^2 train: 0.798, R^2 test: -1.399 Bootstrap CV 83, alpha = 0.005, R^2 train: 0.581, R^2 test: 0.003 Bootstrap CV 83, alpha = 0.01, R^2 train: 0.447, R^2 test: 0.146 Bootstrap CV 83, alpha = 0.1, R^2 train: 0.029, R^2 test: -0.011 best alpha via bootstrap CV: 0.1 AUC Train: 0.681, Explained Variance Score Train: 0.029 AUC Validation: 0.451, Explained Variance Score Validation: -0.009 AUC Test: 0.617, Explained Variance Score Test: 0.021
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 91, alpha = 0.001, R^2 train: 0.895, R^2 test: -3.619 Bootstrap CV 91, alpha = 0.005, R^2 train: 0.646, R^2 test: -0.594 Bootstrap CV 91, alpha = 0.01, R^2 train: 0.476, R^2 test: -0.126 Bootstrap CV 91, alpha = 0.1, R^2 train: 0.050, R^2 test: -0.004 best alpha via bootstrap CV: 0.1 AUC Train: 0.654, Explained Variance Score Train: 0.050 AUC Validation: 0.625, Explained Variance Score Validation: 0.026 AUC Test: 0.605, Explained Variance Score Test: 0.022 Bootstrap CV 93, alpha = 0.001, R^2 train: 0.818, R^2 test: -2.296 Bootstrap CV 93, alpha = 0.005, R^2 train: 0.628, R^2 test: -0.444 Bootstrap CV 93, alpha = 0.01, R^2 train: 0.495, R^2 test: -0.330 Bootstrap CV 93, alpha = 0.1, R^2 train: 0.037, R^2 test: -0.024 best alpha via bootstrap CV: 0.1 AUC Train: 0.620, Explained Variance Score Train: 0.037 AUC Validation: 0.527, Explained Variance Score Validation: -0.019 AUC Test: 0.522, Explained Variance Score Test: -0.001 Bootstrap CV 88, alpha = 0.001, R^2 train: 0.892, R^2 test: -2.210 Bootstrap CV 88, alpha = 0.005, R^2 train: 0.700, R^2 test: -0.622 Bootstrap CV 88, alpha = 0.01, R^2 train: 0.560, R^2 test: -0.342 Bootstrap CV 88, alpha = 0.1, R^2 train: 0.003, R^2 test: 0.002 best alpha via bootstrap CV: 0.1 AUC Train: 0.546, Explained Variance Score Train: 0.003 AUC Validation: 0.646, Explained Variance Score Validation: 0.002 AUC Test: 0.498, Explained Variance Score Test: -0.002 Bootstrap CV 84, alpha = 0.001, R^2 train: 0.832, R^2 test: -2.054 Bootstrap CV 84, alpha = 0.005, R^2 train: 0.623, R^2 test: -0.759 Bootstrap CV 84, alpha = 0.01, R^2 train: 0.495, R^2 test: -0.444 Bootstrap CV 84, alpha = 0.1, R^2 train: 0.027, R^2 test: 0.006 best alpha via bootstrap CV: 0.1 AUC Train: 0.618, Explained Variance Score Train: 0.027 AUC Validation: 0.630, Explained Variance Score Validation: 0.007 AUC Test: 0.566, Explained Variance Score Test: 0.012 Bootstrap CV 80, alpha = 0.001, R^2 train: 0.911, R^2 test: -3.084 Bootstrap CV 80, alpha = 0.005, R^2 train: 0.760, R^2 test: -1.527 Bootstrap CV 80, alpha = 0.01, R^2 train: 0.590, R^2 test: -0.769 Bootstrap CV 80, alpha = 0.1, R^2 train: 0.097, R^2 test: -0.059 best alpha via bootstrap CV: 0.1 AUC Train: 0.711, Explained Variance Score Train: 0.097 AUC Validation: 0.486, Explained Variance Score Validation: -0.024 AUC Test: 0.489, Explained Variance Score Test: -0.021 Bootstrap CV 89, alpha = 0.001, R^2 train: 0.891, R^2 test: -2.830 Bootstrap CV 89, alpha = 0.005, R^2 train: 0.723, R^2 test: -0.963 Bootstrap CV 89, alpha = 0.01, R^2 train: 0.603, R^2 test: -0.560 Bootstrap CV 89, alpha = 0.1, R^2 train: 0.106, R^2 test: 0.016 best alpha via bootstrap CV: 0.1 AUC Train: 0.747, Explained Variance Score Train: 0.106 AUC Validation: 0.591, Explained Variance Score Validation: 0.016 AUC Test: 0.623, Explained Variance Score Test: 0.045 Bootstrap CV 92, alpha = 0.001, R^2 train: 0.843, R^2 test: -0.936 Bootstrap CV 92, alpha = 0.005, R^2 train: 0.664, R^2 test: -0.186 Bootstrap CV 92, alpha = 0.01, R^2 train: 0.520, R^2 test: -0.051 Bootstrap CV 92, alpha = 0.1, R^2 train: 0.075, R^2 test: 0.002 best alpha via bootstrap CV: 0.1 AUC Train: 0.600, Explained Variance Score Train: 0.075 AUC Validation: 0.569, Explained Variance Score Validation: 0.005 AUC Test: 0.585, Explained Variance Score Test: 0.023 Bootstrap CV 94, alpha = 0.001, R^2 train: 0.873, R^2 test: -1.981 Bootstrap CV 94, alpha = 0.005, R^2 train: 0.660, R^2 test: -0.505 Bootstrap CV 94, alpha = 0.01, R^2 train: 0.516, R^2 test: -0.246 Bootstrap CV 94, alpha = 0.1, R^2 train: 0.046, R^2 test: -0.048 best alpha via bootstrap CV: 0.1 AUC Train: 0.675, Explained Variance Score Train: 0.046 AUC Validation: 0.534, Explained Variance Score Validation: 0.015 AUC Test: 0.544, Explained Variance Score Test: -0.005 Bootstrap CV 81, alpha = 0.001, R^2 train: 0.843, R^2 test: -1.966 Bootstrap CV 81, alpha = 0.005, R^2 train: 0.661, R^2 test: -0.687 Bootstrap CV 81, alpha = 0.01, R^2 train: 0.519, R^2 test: -0.419 Bootstrap CV 81, alpha = 0.1, R^2 train: 0.063, R^2 test: -0.036 best alpha via bootstrap CV: 0.1 AUC Train: 0.669, Explained Variance Score Train: 0.063 AUC Validation: 0.573, Explained Variance Score Validation: 0.016 AUC Test: 0.552, Explained Variance Score Test: 0.014 Bootstrap CV 95, alpha = 0.001, R^2 train: 0.853, R^2 test: -2.001 Bootstrap CV 95, alpha = 0.005, R^2 train: 0.647, R^2 test: -0.622 Bootstrap CV 95, alpha = 0.01, R^2 train: 0.541, R^2 test: -0.395 Bootstrap CV 95, alpha = 0.1, R^2 train: 0.111, R^2 test: -0.037 best alpha via bootstrap CV: 0.1 AUC Train: 0.657, Explained Variance Score Train: 0.111 AUC Validation: 0.507, Explained Variance Score Validation: -0.029 AUC Test: 0.557, Explained Variance Score Test: -0.045 Bootstrap CV 85, alpha = 0.001, R^2 train: 0.882, R^2 test: -1.480 Bootstrap CV 85, alpha = 0.005, R^2 train: 0.670, R^2 test: -0.647 Bootstrap CV 85, alpha = 0.01, R^2 train: 0.517, R^2 test: -0.368 Bootstrap CV 85, alpha = 0.1, R^2 train: 0.001, R^2 test: -0.002 best alpha via bootstrap CV: 0.1 AUC Train: 0.567, Explained Variance Score Train: 0.001 AUC Validation: 0.484, Explained Variance Score Validation: -0.001 AUC Test: 0.444, Explained Variance Score Test: -0.001 Bootstrap CV 82, alpha = 0.001, R^2 train: 0.860, R^2 test: -1.552 Bootstrap CV 82, alpha = 0.005, R^2 train: 0.668, R^2 test: -0.459 Bootstrap CV 82, alpha = 0.01, R^2 train: 0.516, R^2 test: -0.206 Bootstrap CV 82, alpha = 0.1, R^2 train: 0.011, R^2 test: -0.032 best alpha via bootstrap CV: 0.1 AUC Train: 0.648, Explained Variance Score Train: 0.011 AUC Validation: 0.599, Explained Variance Score Validation: 0.006 AUC Test: 0.550, Explained Variance Score Test: 0.003 Bootstrap CV 87, alpha = 0.001, R^2 train: 0.904, R^2 test: -4.370 Bootstrap CV 87, alpha = 0.005, R^2 train: 0.683, R^2 test: -1.022 Bootstrap CV 87, alpha = 0.01, R^2 train: 0.543, R^2 test: -0.386 Bootstrap CV 87, alpha = 0.1, R^2 train: 0.050, R^2 test: -0.010 best alpha via bootstrap CV: 0.1 AUC Train: 0.646, Explained Variance Score Train: 0.050 AUC Validation: 0.504, Explained Variance Score Validation: -0.006 AUC Test: 0.513, Explained Variance Score Test: -0.021 Bootstrap CV 90, alpha = 0.001, R^2 train: 0.828, R^2 test: -1.374 Bootstrap CV 90, alpha = 0.005, R^2 train: 0.634, R^2 test: -0.261 Bootstrap CV 90, alpha = 0.01, R^2 train: 0.503, R^2 test: -0.088 Bootstrap CV 90, alpha = 0.1, R^2 train: 0.034, R^2 test: 0.007 best alpha via bootstrap CV: 0.1 AUC Train: 0.629, Explained Variance Score Train: 0.034 AUC Validation: 0.579, Explained Variance Score Validation: 0.010 AUC Test: 0.587, Explained Variance Score Test: 0.013 Bootstrap CV 86, alpha = 0.001, R^2 train: 0.844, R^2 test: -2.996 Bootstrap CV 86, alpha = 0.005, R^2 train: 0.609, R^2 test: -0.545 Bootstrap CV 86, alpha = 0.01, R^2 train: 0.482, R^2 test: -0.239 Bootstrap CV 86, alpha = 0.1, R^2 train: 0.041, R^2 test: -0.002 best alpha via bootstrap CV: 0.1 AUC Train: 0.711, Explained Variance Score Train: 0.041 AUC Validation: 0.555, Explained Variance Score Validation: -0.000 AUC Test: 0.545, Explained Variance Score Test: 0.012 Running batch 7 of 7 with 4 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 99, alpha = 0.001, R^2 train: 0.854, R^2 test: -2.715 Bootstrap CV 99, alpha = 0.005, R^2 train: 0.674, R^2 test: -1.219 Bootstrap CV 99, alpha = 0.01, R^2 train: 0.556, R^2 test: -0.639 Bootstrap CV 99, alpha = 0.1, R^2 train: 0.091, R^2 test: 0.033 best alpha via bootstrap CV: 0.1 AUC Train: 0.622, Explained Variance Score Train: 0.091 AUC Validation: 0.641, Explained Variance Score Validation: 0.034 AUC Test: 0.558, Explained Variance Score Test: -0.009 Bootstrap CV 98, alpha = 0.001, R^2 train: 0.876, R^2 test: -2.260 Bootstrap CV 98, alpha = 0.005, R^2 train: 0.687, R^2 test: -0.525 Bootstrap CV 98, alpha = 0.01, R^2 train: 0.580, R^2 test: -0.240 Bootstrap CV 98, alpha = 0.1, R^2 train: 0.071, R^2 test: 0.011 best alpha via bootstrap CV: 0.1 AUC Train: 0.596, Explained Variance Score Train: 0.071 AUC Validation: 0.565, Explained Variance Score Validation: 0.017 AUC Test: 0.525, Explained Variance Score Test: -0.018 Bootstrap CV 96, alpha = 0.001, R^2 train: 0.863, R^2 test: -1.340 Bootstrap CV 96, alpha = 0.005, R^2 train: 0.672, R^2 test: -0.353 Bootstrap CV 96, alpha = 0.01, R^2 train: 0.545, R^2 test: -0.242 Bootstrap CV 96, alpha = 0.1, R^2 train: 0.011, R^2 test: -0.001 best alpha via bootstrap CV: 0.1 AUC Train: 0.674, Explained Variance Score Train: 0.011 AUC Validation: 0.418, Explained Variance Score Validation: -0.001 AUC Test: 0.501, Explained Variance Score Test: 0.002 Bootstrap CV 97, alpha = 0.001, R^2 train: 0.877, R^2 test: -2.552 Bootstrap CV 97, alpha = 0.005, R^2 train: 0.638, R^2 test: -0.732 Bootstrap CV 97, alpha = 0.01, R^2 train: 0.508, R^2 test: -0.388 Bootstrap CV 97, alpha = 0.1, R^2 train: 0.002, R^2 test: 0.000 best alpha via bootstrap CV: 0.1 AUC Train: 0.556, Explained Variance Score Train: 0.002 AUC Validation: 0.556, Explained Variance Score Validation: 0.000 AUC Test: 0.464, Explained Variance Score Test: -0.000 total Variables 254 and total subjects: 1751 ->AUC validation: 0.543 95% CI: [0.529 , 0.557] ->AUC test: 0.542 95% CI: [0.533 , 0.550] ->R^2 validation: 0.001 95% CI: [-0.003 , 0.005] ->R^2 test: 0.003 95% CI: [0.000 , 0.006] ->Explained Variance validation: -0.014 95% CI: [-0.019 , -0.008] ->Explained Variance test: -0.003 95% CI: [-0.006 , 0.000] Test set metrics: @threshold:0.876, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:-0.124, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:-0.127, sens:0.000, spec:0.996, ppv:0.000, acc:0.760, f1:0.000, mcc:-0.034, total+:1, total-:349 @threshold:-0.127, sens:0.000, spec:0.993, ppv:0.000, acc:0.757, f1:0.000, mcc:-0.024, total+:2, total-:348 @threshold:-0.129, sens:0.012, spec:0.989, ppv:0.250, acc:0.757, f1:0.023, mcc:0.001, total+:4, total-:346 @threshold:-0.130, sens:0.012, spec:0.978, ppv:0.143, acc:0.749, f1:0.022, mcc:-0.006, total+:7, total-:343 @threshold:-0.131, sens:0.024, spec:0.974, ppv:0.222, acc:0.749, f1:0.043, mcc:-0.001, total+:9, total-:341 @threshold:-0.132, sens:0.036, spec:0.959, ppv:0.214, acc:0.740, f1:0.062, mcc:-0.001, total+:14, total-:336 @threshold:-0.133, sens:0.036, spec:0.940, ppv:0.158, acc:0.726, f1:0.059, mcc:-0.003, total+:19, total-:331 @threshold:-0.134, sens:0.072, spec:0.921, ppv:0.222, acc:0.720, f1:0.109, mcc:-0.001, total+:27, total-:323 @threshold:-0.134, sens:0.108, spec:0.906, ppv:0.265, acc:0.717, f1:0.154, mcc:0.001, total+:34, total-:316 @threshold:-0.135, sens:0.133, spec:0.876, ppv:0.250, acc:0.700, f1:0.173, mcc:0.000, total+:44, total-:306 @threshold:-0.136, sens:0.181, spec:0.839, ppv:0.259, acc:0.683, f1:0.213, mcc:0.001, total+:58, total-:292 @threshold:-0.137, sens:0.229, spec:0.783, ppv:0.247, acc:0.651, f1:0.237, mcc:0.000, total+:77, total-:273 @threshold:-0.137, sens:0.277, spec:0.760, ppv:0.264, acc:0.646, f1:0.271, mcc:0.001, total+:87, total-:263 @threshold:-0.138, sens:0.289, spec:0.704, ppv:0.233, acc:0.606, f1:0.258, mcc:-0.000, total+:103, total-:247 @threshold:-0.139, sens:0.337, spec:0.652, ppv:0.231, acc:0.577, f1:0.275, mcc:-0.000, total+:121, total-:229 @threshold:-0.139, sens:0.410, spec:0.588, ppv:0.236, acc:0.546, f1:0.300, mcc:-0.000, total+:144, total-:206 @threshold:-0.141, sens:0.542, spec:0.498, ppv:0.251, acc:0.509, f1:0.344, mcc:0.000, total+:179, total-:171 @threshold:-0.142, sens:0.614, spec:0.446, ppv:0.256, acc:0.486, f1:0.362, mcc:0.001, total+:199, total-:151 @threshold:-0.142, sens:0.723, spec:0.371, ppv:0.263, acc:0.454, f1:0.386, mcc:0.001, total+:228, total-:122 @threshold:-0.143, sens:0.795, spec:0.288, ppv:0.258, acc:0.409, f1:0.389, mcc:0.001, total+:256, total-:94 @threshold:-0.144, sens:0.819, spec:0.221, ppv:0.246, acc:0.363, f1:0.379, mcc:0.000, total+:276, total-:74 @threshold:-0.144, sens:0.880, spec:0.172, ppv:0.248, acc:0.340, f1:0.387, mcc:0.001, total+:294, total-:56 @threshold:-0.145, sens:0.916, spec:0.135, ppv:0.248, acc:0.320, f1:0.390, mcc:0.001, total+:307, total-:43 @threshold:-0.146, sens:0.928, spec:0.064, ppv:0.235, acc:0.269, f1:0.376, mcc:-0.000, total+:327, total-:23 @threshold:-0.147, sens:0.988, spec:0.030, ppv:0.240, acc:0.257, f1:0.387, mcc:0.001, total+:341, total-:9 @threshold:-0.147, sens:0.988, spec:0.011, ppv:0.237, acc:0.243, f1:0.382, mcc:-0.000, total+:346, total-:4 @threshold:-0.148, sens:0.988, spec:0.007, ppv:0.236, acc:0.240, f1:0.381, mcc:-0.001, total+:347, total-:3 * Vital: Ht-avg16to19 | coef 0.015 95% CI: [0.008 , 0.022] | OR_adj 1.015 [1.008 1.022] | occ: 1291 | OR_unadj: 1.538 [1.221 1.939] | indivs AUC:0.568 Correlated most with: Diagnosis:9ccs147:Anal/rectal:0.075 Newborn Diagnosis:9ccs219:Low birth wt:-0.072 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.069 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.069 Newborn Diagnosis:9ccs224:Ot perint dx:0.067 Diagnosis:9ccs251:Abdomnl pain:0.058 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.049 Newborn Diagnosis:9ccs259:Unclassified:-0.049 Diagnosis:9ccs95:Oth nerv dx:-0.049 Diagnosis:9ccs200:Oth skin dx:0.047 * Vital: HC-avg7to10 | coef 0.011 95% CI: [0.003 , 0.019] | OR_adj 1.011 [1.003 1.019] | occ: 1119 | OR_unadj: 1.386 [1.102 1.744] | indivs AUC:0.563 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.084 Lab:297262 HEMOGLOBIN (HEMOCUE):0.083 Diagnosis:9ccs75:Hx mental dx:0.073 Diagnosis:9ccs2603:E Codes: Fall:0.070 Diagnosis:9ccs209:Ot acq defor:0.061 Newborn Diagnosis:9ccs221:Resp distres:-0.058 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.057 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.057 Diagnosis:9ccs127:COPD:0.055 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.053 * Vital: Ht-avg1to3 | coef 0.011 95% CI: [0.005 , 0.016] | OR_adj 1.011 [1.005 1.016] | occ: 1374 | OR_unadj: 1.477 [1.174 1.858] | indivs AUC:0.528 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.290 Diagnosis:9ccs219:Low birth wt:-0.225 Newborn Diagnosis:9ccs221:Resp distres:-0.146 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.126 Newborn Diagnosis:9ccs256:Exam/eval:-0.108 Newborn Diagnosis:9ccs253:Allergy:-0.106 Newborn Diagnosis:9ccs222:Perint jaund:-0.099 Lab:297262 HEMOGLOBIN (HEMOCUE):0.095 Diagnosis:9ccs2:Septicemia:0.078 Diagnosis:9ccs8:Oth infectns:0.059 * Vital: Ht Percentile-avg10to13 | coef 0.010 95% CI: [0.004 , 0.017] | OR_adj 1.010 [1.004 1.017] | occ: 660 | OR_unadj: 1.758 [1.345 2.298] | indivs AUC:0.555 Correlated most with: Diagnosis:9ccs223:Birth trauma:0.096 Newborn Diagnosis:9ccs223:Birth trauma:0.075 Newborn Diagnosis:9ccs219:Low birth wt:-0.069 Diagnosis:9ccs117:Ot circul dx:-0.064 Newborn Diagnosis:9ccs221:Resp distres:-0.062 Diagnosis:9ccs205:Back problem:0.062 Diagnosis:9ccs219:Low birth wt:-0.060 Diagnosis:9ccs58:Ot nutrit dx:0.059 Newborn Diagnosis:9ccs253:Allergy:-0.055 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.055 Vital: Ht Percentile-gain3to7 | coef 0.010 95% CI: [0.002 , 0.017] | OR_adj 1.010 [1.002 1.017] | occ: 514 | OR_unadj: 0.967 [0.692 1.353] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs154:Gastroent:-0.076 Diagnosis:9ccs48:Thyroid dsor:-0.070 Diagnosis:9ccs83:Epilepsy/cnv:0.058 Diagnosis:9ccs200:Oth skin dx:-0.052 Diagnosis:9ccs64:Ot hematl dx:0.051 Diagnosis:9ccs215:gu cong anom:-0.050 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.049 Diagnosis:9ccs141:Ot dx stomch:-0.048 Diagnosis:9ccs211:Ot conn tiss:-0.047 Newborn Diagnosis:9ccs217:Ot cong anom:0.043 * Vital: Ht-avg0to1 | coef 0.009 95% CI: [0.004 , 0.015] | OR_adj 1.009 [1.004 1.015] | occ: 1350 | OR_unadj: 1.413 [1.125 1.774] | indivs AUC:0.574 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.333 Diagnosis:9ccs219:Low birth wt:-0.286 Newborn Diagnosis:9ccs253:Allergy:-0.131 Newborn Diagnosis:9ccs221:Resp distres:-0.120 Lab:297262 HEMOGLOBIN (HEMOCUE):0.114 Newborn Diagnosis:9ccs222:Perint jaund:-0.114 Newborn Diagnosis:9ccs256:Exam/eval:-0.101 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.082 Lab:294203 BILIRUBIN TOTAL - LMC:-0.068 Diagnosis:9ccs117:Ot circul dx:-0.059 MatDeliveryAge | coef 0.009 95% CI: [0.004 , 0.014] | OR_adj 1.009 [1.004 1.014] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.529 Correlated most with: MatDeliveryAge:1.000 Newborn Diagnosis:9ccs259:Unclassified:0.132 Number of Visits:0.107 Diagnosis:9ccs239:Superfic inj:0.080 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.067 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.066 Diagnosis:9ccs123:Influenza:0.062 Diagnosis:9ccs74:Ot mentl cnd:0.062 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.061 Diagnosis:9ccs90:Eye infectn:0.059 Vital: Ht Percentile-gain13to19 | coef 0.006 95% CI: [0.002 , 0.011] | OR_adj 1.006 [1.002 1.011] | occ: 832 | OR_unadj: 1.172 [0.894 1.536] | indivs AUC:0.476 Correlated most with: Diagnosis:9ccs244:Other injury:0.068 Newborn Diagnosis:9ccs191:Amnios dx:-0.067 Newborn Diagnosis:9ccs223:Birth trauma:-0.066 Diagnosis:9ccs259:Unclassified:0.064 Diagnosis:10ccs58:Ot nutrit dx:-0.051 Diagnosis:9ccs250:Nausea/vomit:0.049 Diagnosis:9ccs75:Hx mental dx:-0.049 Diagnosis:9ccs198:Ot infl skin:-0.049 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.046 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.045 * Vital: Ht Percentile-latest | coef 0.006 95% CI: [0.002 , 0.011] | OR_adj 1.006 [1.002 1.011] | occ: 1058 | OR_unadj: 1.698 [1.338 2.155] | indivs AUC:0.611 Correlated most with: Diagnosis:9ccs59:Anemia:-0.070 Diagnosis:9ccs136:Teeth dx:-0.061 Diagnosis:9ccs244:Other injury:0.059 Newborn Diagnosis:9ccs224:Ot perint dx:0.056 Diagnosis:9ccs212:Ot bone dx:-0.053 Diagnosis:9ccs223:Birth trauma:0.053 Diagnosis:9ccs147:Anal/rectal:0.052 Newborn Diagnosis:9ccs223:Birth trauma:0.052 Diagnosis:9ccs257:Ot aftercare:-0.050 Diagnosis:9ccs243:Poisn nonmed:-0.049 Vital: HC-gain1to5 | coef -0.006 95% CI: [-0.009 , -0.002] | OR_adj 0.994 [0.991 0.998] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.445 Correlated most with: Number of Visits:0.113 Diagnosis:9ccs126:Ot up rsp in:0.097 Diagnosis:9ccs125:Bronchitis:0.086 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.080 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.080 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.075 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.075 Diagnosis:9ccs124:Tonsillitis:0.075 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.074 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.074 * Vital: Ht Percentile-avg16to19 | coef 0.005 95% CI: [0.001 , 0.010] | OR_adj 1.005 [1.001 1.010] | occ: 747 | OR_unadj: 1.399 [1.073 1.825] | indivs AUC:0.547 Correlated most with: Diagnosis:9ccs147:Anal/rectal:0.072 Diagnosis:9ccs223:Birth trauma:0.069 Diagnosis:9ccs208:Acq foot def:0.064 Diagnosis:9ccs239:Superfic inj:-0.061 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.060 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.060 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.059 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.059 Diagnosis:9ccs259:Unclassified:0.059 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.058 * Vital: Ht Percentile-avg19to24 | coef 0.005 95% CI: [0.001 , 0.009] | OR_adj 1.005 [1.001 1.009] | occ: 931 | OR_unadj: 1.595 [1.246 2.040] | indivs AUC:0.596 Correlated most with: Diagnosis:9ccs136:Teeth dx:-0.078 Diagnosis:9ccs59:Anemia:-0.076 Diagnosis:9ccs212:Ot bone dx:-0.061 Diagnosis:9ccs147:Anal/rectal:0.058 Diagnosis:9ccs243:Poisn nonmed:-0.058 Newborn Diagnosis:9ccs223:Birth trauma:0.056 Diagnosis:9ccs2603:E Codes: Fall:-0.055 Diagnosis:9ccs244:Other injury:0.055 Diagnosis:9ccs223:Birth trauma:0.054 Diagnosis:9ccs239:Superfic inj:-0.051 Number of Visits | coef 0.005 95% CI: [0.001 , 0.009] | OR_adj 1.005 [1.001 1.009] | occ: 1696 | OR_unadj: 0.956 [0.759 1.205] | indivs AUC:0.444 Correlated most with: Number of Visits:1.000 Diagnosis:9ccs126:Ot up rsp in:0.440 Diagnosis:9ccs7:Viral infect:0.408 Diagnosis:9ccs92:Otitis media:0.404 Diagnosis:9ccs257:Ot aftercare:0.371 Diagnosis:9ccs155:Other GI dx:0.323 Diagnosis:9ccs133:Oth low resp:0.321 Diagnosis:9ccs128:Asthma:0.320 Diagnosis:9ccs253:Allergy:0.299 Diagnosis:9ccs135:Intest infct:0.295 * Vital: HC-gain0to24 | coef 0.004 95% CI: [0.000 , 0.008] | OR_adj 1.004 [1.000 1.008] | occ: 920 | OR_unadj: 1.672 [1.308 2.137] | indivs AUC:0.604 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:0.085 Diagnosis:9ccs251:Abdomnl pain:-0.057 Diagnosis:9ccs143:Abdom hernia:0.056 Newborn Diagnosis:9ccs224:Ot perint dx:0.056 Newborn Diagnosis:9ccs191:Amnios dx:0.053 Newborn Diagnosis:9ccs219:Low birth wt:-0.052 Diagnosis:9ccs137:Mouth dx:-0.052 Diagnosis:9ccs216:Nerv cong an:-0.051 Lab:297262 HEMOGLOBIN (HEMOCUE):0.051 Diagnosis:9ccs141:Ot dx stomch:-0.051 Vital: HC-gain13to19 | coef 0.004 95% CI: [0.001 , 0.006] | OR_adj 1.004 [1.001 1.006] | occ: 1054 | OR_unadj: 1.081 [0.862 1.357] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs166:Oth male gen:-0.060 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.060 Diagnosis:9ccs243:Poisn nonmed:0.059 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.055 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.054 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.054 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.053 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.049 Diagnosis:9ccs74:Ot mentl cnd:0.049 Diagnosis:9ccs208:Acq foot def:-0.048 Vital: Ht-gain7to13 | coef -0.003 95% CI: [-0.005 , -0.001] | OR_adj 0.997 [0.995 0.999] | occ: 1476 | OR_unadj: 1.168 [0.864 1.580] | indivs AUC:0.536 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:0.069 Lab:292495 LEAD LEVEL - Sunrise:-0.063 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.063 Diagnosis:9ccs197:Skin infectn:0.055 Diagnosis:9ccs58:Ot nutrit dx:-0.052 Diagnosis:9ccs59:Anemia:0.052 Diagnosis:9ccs10:Immuniz/scrn:-0.050 Newborn Diagnosis:9ccs224:Ot perint dx:0.048 Diagnosis:9ccs251:Abdomnl pain:-0.046 Diagnosis:9ccs135:Intest infct:0.044 * Vital: HC-avg19to24 | coef 0.003 95% CI: [0.000 , 0.006] | OR_adj 1.003 [1.000 1.006] | occ: 933 | OR_unadj: 1.593 [1.247 2.034] | indivs AUC:0.601 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:0.085 Diagnosis:9ccs143:Abdom hernia:0.064 Diagnosis:9ccs251:Abdomnl pain:-0.056 Newborn Diagnosis:9ccs224:Ot perint dx:0.056 Diagnosis:9ccs137:Mouth dx:-0.054 Newborn Diagnosis:9ccs219:Low birth wt:-0.054 Diagnosis:9ccs59:Anemia:-0.054 Newborn Diagnosis:9ccs191:Amnios dx:0.052 Lab:297262 HEMOGLOBIN (HEMOCUE):0.051 Diagnosis:9ccs216:Nerv cong an:-0.051 Vital: Ht Percentile-gain10to16 | coef -0.003 95% CI: [-0.006 , 0.000] | OR_adj 0.997 [0.994 1.000] | occ: 760 | OR_unadj: 0.965 [0.731 1.274] | indivs AUC:0.544 Correlated most with: Diagnosis:9ccs0:No DX:0.103 Lab:292495 LEAD LEVEL - Sunrise:0.069 Diagnosis:9ccs222:Perint jaund:-0.061 Diagnosis:9ccs122:Pneumonia:0.059 Diagnosis:9ccs47:Ot bnign neo:0.056 Diagnosis:9ccs126:Ot up rsp in:0.055 Diagnosis:9ccs62:Coag/hemr dx:0.055 Number of Visits:0.054 Newborn Diagnosis:9ccs218:Liveborn:0.053 Diagnosis:9ccs244:Other injury:-0.050 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest | coef 0.003 95% CI: [-0.001 , 0.006] | OR_adj 1.003 [0.999 1.006] | occ: 1128 | OR_unadj: 1.098 [0.856 1.409] | indivs AUC:0.440 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.998 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.949 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.946 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.788 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.787 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.787 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.785 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.746 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.744 Vital: HC-latest | coef 0.002 95% CI: [0.000 , 0.005] | OR_adj 1.002 [1.000 1.005] | occ: 1631 | OR_unadj: 1.158 [0.909 1.475] | indivs AUC:0.546 Correlated most with: Number of Visits:0.268 Diagnosis:9ccs126:Ot up rsp in:0.236 Diagnosis:9ccs257:Ot aftercare:0.193 Diagnosis:9ccs92:Otitis media:0.191 Diagnosis:9ccs10:Immuniz/scrn:0.188 Diagnosis:9ccs125:Bronchitis:0.168 Diagnosis:9ccs7:Viral infect:0.160 Diagnosis:9ccs128:Asthma:0.128 Diagnosis:9ccs135:Intest infct:0.113 Diagnosis:9ccs90:Eye infectn:0.110 * Vital: Ht Percentile-gain7to13 | coef 0.002 95% CI: [-0.001 , 0.005] | OR_adj 1.002 [0.999 1.005] | occ: 690 | OR_unadj: 1.479 [1.110 1.972] | indivs AUC:0.576 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:-0.080 Diagnosis:9ccs62:Coag/hemr dx:-0.054 Diagnosis:9ccs151:Oth liver dx:-0.051 Diagnosis:9ccs258:Other screen:-0.051 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.051 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.050 Lab:297275 STREP RAPID TEST (POCT):0.047 Diagnosis:9ccs234:Crush injury:0.044 Diagnosis:9ccs58:Ot nutrit dx:0.042 Newborn Diagnosis:9ccs191:Amnios dx:0.041 Vital: Ht-gain13to19 | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 1399 | OR_unadj: 1.182 [0.941 1.485] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs243:Poisn nonmed:0.062 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.052 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.049 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.049 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.045 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.045 Diagnosis:9ccs246:FUO:0.045 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.044 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.044 Newborn Diagnosis:9ccs223:Birth trauma:-0.042 Vital: Ht Percentile-gain5to10 | coef -0.002 95% CI: [-0.005 , 0.001] | OR_adj 0.998 [0.995 1.001] | occ: 590 | OR_unadj: 0.909 [0.659 1.253] | indivs AUC:0.501 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:0.074 Newborn Diagnosis:9ccs191:Amnios dx:-0.062 Lab:292495 LEAD LEVEL - Sunrise:0.057 Diagnosis:9ccs243:Poisn nonmed:0.055 Diagnosis:9ccs250:Nausea/vomit:-0.053 Diagnosis:9ccs137:Mouth dx:-0.046 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.045 Diagnosis:9ccs247:Lymph enlarg:0.044 Newborn Diagnosis:9ccs224:Ot perint dx:-0.042 Diagnosis:9ccs155:Other GI dx:-0.041 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest | coef 0.002 95% CI: [-0.001 , 0.005] | OR_adj 1.002 [0.999 1.005] | occ: 1073 | OR_unadj: 1.178 [0.920 1.510] | indivs AUC:0.544 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.996 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.560 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.558 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.558 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.556 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.473 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.472 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.450 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.449 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth | coef 0.002 95% CI: [-0.001 , 0.004] | OR_adj 1.002 [0.999 1.004] | occ: 1068 | OR_unadj: 1.150 [0.896 1.474] | indivs AUC:0.537 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.996 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.560 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.559 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.558 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.557 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.474 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.473 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.451 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.449 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 1122 | OR_unadj: 1.093 [0.852 1.402] | indivs AUC:0.443 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.998 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.948 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.945 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.789 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.787 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.787 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.783 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.746 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.744 Vital: Ht-gain16to24 | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 1442 | OR_unadj: 0.985 [0.700 1.387] | indivs AUC:0.536 Correlated most with: Number of Visits:-0.094 Diagnosis:9ccs55:Fluid/elc dx:-0.073 Diagnosis:9ccs126:Ot up rsp in:-0.059 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.054 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.053 Diagnosis:9ccs257:Ot aftercare:-0.053 Diagnosis:9ccs259:Unclassified:-0.052 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.052 Diagnosis:9ccs197:Skin infectn:-0.048 Diagnosis:9ccs135:Intest infct:-0.048 Vital: Ht-gain5to10 | coef 0.001 95% CI: [-0.001 , 0.004] | OR_adj 1.001 [0.999 1.004] | occ: 1443 | OR_unadj: 1.120 [0.888 1.414] | indivs AUC:0.506 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:-0.068 Newborn Diagnosis:9ccs0:No DX:0.061 Diagnosis:9ccs197:Skin infectn:-0.057 Diagnosis:9ccs259:Unclassified:-0.056 Number of Visits:0.055 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.053 Diagnosis:9ccs2:Septicemia:-0.048 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.046 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.046 Diagnosis:9ccs257:Ot aftercare:0.045 * Vital: Ht Percentile-gain0to24 | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 926 | OR_unadj: 1.596 [1.246 2.043] | indivs AUC:0.590 Correlated most with: Diagnosis:9ccs136:Teeth dx:-0.075 Diagnosis:9ccs59:Anemia:-0.074 Diagnosis:9ccs147:Anal/rectal:0.061 Diagnosis:9ccs212:Ot bone dx:-0.061 Diagnosis:9ccs243:Poisn nonmed:-0.056 Newborn Diagnosis:9ccs223:Birth trauma:0.056 Diagnosis:9ccs2603:E Codes: Fall:-0.055 Diagnosis:9ccs244:Other injury:0.055 Diagnosis:9ccs223:Birth trauma:0.054 Diagnosis:9ccs239:Superfic inj:-0.053 Vital: Ht-avg7to10 | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.483 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.153 Diagnosis:9ccs219:Low birth wt:-0.081 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.063 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.063 Newborn Diagnosis:9ccs256:Exam/eval:-0.060 Diagnosis:9ccs223:Birth trauma:0.059 Diagnosis:9ccs200:Oth skin dx:0.058 Newborn Diagnosis:9ccs221:Resp distres:-0.055 Newborn Diagnosis:9ccs253:Allergy:-0.054 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.054 Vital: Temp-avg3to5 | coef 0.001 95% CI: [-0.001 , 0.004] | OR_adj 1.001 [0.999 1.004] | occ: 1345 | OR_unadj: 1.059 [0.839 1.337] | indivs AUC:0.533 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:-0.083 Diagnosis:9ccs7:Viral infect:-0.078 Diagnosis:9ccs155:Other GI dx:0.068 Newborn Diagnosis:9ccs213:Cardiac anom:-0.062 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.059 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.059 Newborn Diagnosis:9ccs0:No DX:-0.059 Diagnosis:9ccs256:Exam/eval:0.057 Diagnosis:9ccs258:Other screen:-0.054 Diagnosis:9ccs2:Septicemia:0.050 Vital: Ht Percentile-avg5to7 | coef 0.001 95% CI: [-0.001 , 0.004] | OR_adj 1.001 [0.999 1.004] | occ: 474 | OR_unadj: 1.174 [0.856 1.610] | indivs AUC:0.517 Correlated most with: Diagnosis:9ccs117:Ot circul dx:-0.088 Diagnosis:9ccs219:Low birth wt:-0.082 Newborn Diagnosis:9ccs217:Ot cong anom:0.081 Diagnosis:9ccs223:Birth trauma:0.074 Diagnosis:9ccs48:Thyroid dsor:-0.071 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.069 Newborn Diagnosis:9ccs219:Low birth wt:-0.060 Newborn Diagnosis:9ccs224:Ot perint dx:0.060 Diagnosis:9ccs159:UTI:0.056 Diagnosis:9ccs95:Oth nerv dx:0.055 Vital: HC-gain16to24 | coef -0.001 95% CI: [-0.003 , 0.000] | OR_adj 0.999 [0.997 1.000] | occ: 1079 | OR_unadj: 1.219 [0.956 1.555] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:-0.076 Number of Visits:-0.073 Diagnosis:9ccs113:Late eff CVD:0.056 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.054 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.054 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.049 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.049 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.048 Diagnosis:9ccs90:Eye infectn:-0.043 Diagnosis:9ccs47:Ot bnign neo:0.042 Vital: Ht-gain10to16 | coef -0.001 95% CI: [-0.003 , 0.000] | OR_adj 0.999 [0.997 1.000] | occ: 1442 | OR_unadj: 0.837 [0.658 1.064] | indivs AUC:0.499 Correlated most with: Number of Visits:0.069 Lab:292495 LEAD LEVEL - Sunrise:0.062 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.058 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.057 Diagnosis:9ccs243:Poisn nonmed:-0.053 Diagnosis:9ccs251:Abdomnl pain:0.048 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.048 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.048 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.047 Diagnosis:9ccs58:Ot nutrit dx:0.047 * Vital: Ht-latest | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1665 | OR_unadj: 1.383 [1.078 1.773] | indivs AUC:0.555 Correlated most with: Number of Visits:0.416 Diagnosis:9ccs126:Ot up rsp in:0.347 Diagnosis:9ccs10:Immuniz/scrn:0.289 Diagnosis:9ccs92:Otitis media:0.280 Diagnosis:9ccs7:Viral infect:0.183 Diagnosis:9ccs257:Ot aftercare:0.180 Diagnosis:9ccs135:Intest infct:0.160 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.146 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.145 Diagnosis:9ccs125:Bronchitis:0.140 Census:Percent; Estimate; Percent bachelor's degree or higher-birth | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 1123 | OR_unadj: 0.979 [0.754 1.271] | indivs AUC:0.419 Correlated most with: Census:Percent; Estimate; Percent bachelor's degree or higher-birth:1.000 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.997 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.948 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.946 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.919 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.915 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.794 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.792 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.746 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.744 Vital: Ht Percentile-avg3to5 | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 407 | OR_unadj: 1.123 [0.792 1.592] | indivs AUC:0.524 Correlated most with: Diagnosis:9ccs223:Birth trauma:0.105 Newborn Diagnosis:9ccs219:Low birth wt:-0.084 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.078 Diagnosis:9ccs215:gu cong anom:0.077 Diagnosis:9ccs219:Low birth wt:-0.066 Diagnosis:9ccs205:Back problem:0.063 Diagnosis:9ccs208:Acq foot def:-0.053 Newborn Diagnosis:9ccs217:Ot cong anom:0.052 Diagnosis:9ccs117:Ot circul dx:-0.051 Diagnosis:9ccs90:Eye infectn:0.051 Vital: Temp-latest | coef -0.001 95% CI: [-0.003 , 0.001] | OR_adj 0.999 [0.997 1.001] | occ: 1676 | OR_unadj: 1.157 [0.921 1.453] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:0.083 Diagnosis:9ccs124:Tonsillitis:0.081 Diagnosis:9ccs154:Gastroent:-0.079 Diagnosis:9ccs92:Otitis media:0.064 Diagnosis:9ccs126:Ot up rsp in:0.062 Diagnosis:9ccs151:Oth liver dx:-0.062 Diagnosis:9ccs239:Superfic inj:-0.059 Diagnosis:9ccs166:Oth male gen:-0.058 Diagnosis:9ccs96:Hrt valve dx:0.054 Diagnosis:9ccs91:Other eye dx:0.050 * Vital: Ht-gain0to24 | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 1385 | OR_unadj: 1.531 [1.220 1.920] | indivs AUC:0.572 Correlated most with: Diagnosis:9ccs242:Poisn ot med:-0.075 Diagnosis:9ccs127:COPD:0.070 Diagnosis:9ccs55:Fluid/elc dx:-0.070 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.066 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.065 Diagnosis:9ccs147:Anal/rectal:0.062 Newborn Diagnosis:9ccs224:Ot perint dx:0.062 Diagnosis:9ccs62:Coag/hemr dx:-0.060 Diagnosis:9ccs133:Oth low resp:0.059 Diagnosis:9ccs253:Allergy:0.058 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest | coef -0.001 95% CI: [-0.002 , 0.000] | OR_adj 0.999 [0.998 1.000] | occ: 1129 | OR_unadj: 1.087 [0.853 1.386] | indivs AUC:0.475 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.999 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.511 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.511 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.309 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.309 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.258 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.257 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.245 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.244 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1123 | OR_unadj: 1.195 [0.939 1.521] | indivs AUC:0.509 Correlated most with: Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.996 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.386 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.385 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.383 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.382 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.356 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.355 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.345 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.345 Census:Percent; Estimate; Percent high school graduate or higher-birth | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 1123 | OR_unadj: 1.190 [0.942 1.504] | indivs AUC:0.459 Correlated most with: Census:Percent; Estimate; Percent high school graduate or higher-birth:1.000 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.933 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.931 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.918 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.915 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.794 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.792 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.789 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.787 * Diagnosis:9ccs128:Asthma | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 202 | OR_unadj: 1.499 [1.080 2.082] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs128:Asthma:1.000 Number of Visits:0.320 Diagnosis:9ccs122:Pneumonia:0.304 Diagnosis:9ccs125:Bronchitis:0.246 Diagnosis:9ccs92:Otitis media:0.232 Diagnosis:9ccs257:Ot aftercare:0.189 Diagnosis:9ccs133:Oth low resp:0.170 Diagnosis:9ccs127:COPD:0.160 Diagnosis:9ccs126:Ot up rsp in:0.156 Diagnosis:9ccs7:Viral infect:0.137 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1129 | OR_unadj: 1.139 [0.899 1.443] | indivs AUC:0.558 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.998 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.933 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.931 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.725 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.725 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.715 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.715 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.713 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.712 Diagnosis:9ccs92:Otitis media | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 817 | OR_unadj: 1.012 [0.807 1.269] | indivs AUC:0.464 Correlated most with: Diagnosis:9ccs92:Otitis media:1.000 Number of Visits:0.404 Diagnosis:9ccs126:Ot up rsp in:0.369 Diagnosis:9ccs257:Ot aftercare:0.273 Diagnosis:9ccs128:Asthma:0.232 Diagnosis:9ccs125:Bronchitis:0.230 Diagnosis:9ccs7:Viral infect:0.216 Diagnosis:9ccs255:Social admin:0.205 Diagnosis:9ccs90:Eye infectn:0.204 Diagnosis:9ccs10:Immuniz/scrn:0.200 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1122 | OR_unadj: 1.304 [1.019 1.669] | indivs AUC:0.514 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.998 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.511 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.511 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.345 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.345 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.214 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.213 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.196 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.195 Vital: HC-gain0to3 | coef 0.000 95% CI: [-0.001 , 0.002] | OR_adj 1.000 [0.999 1.002] | occ: 1344 | OR_unadj: 1.162 [0.915 1.474] | indivs AUC:0.517 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:-0.064 Diagnosis:9ccs240:Burns:-0.059 Diagnosis:9ccs200:Oth skin dx:0.057 Diagnosis:9ccs134:Ot uppr resp:-0.050 Diagnosis:9ccs62:Coag/hemr dx:-0.048 Diagnosis:9ccs257:Ot aftercare:0.047 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.047 Diagnosis:9ccs2:Septicemia:0.045 Diagnosis:9ccs208:Acq foot def:0.041 Diagnosis:9ccs7:Viral infect:0.040 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.000 95% CI: [-0.001 , 0.002] | OR_adj 1.000 [0.999 1.002] | occ: 1123 | OR_unadj: 1.303 [1.018 1.669] | indivs AUC:0.504 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.998 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.486 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.485 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.463 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.462 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.438 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.438 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.392 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.391 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1123 | OR_unadj: 0.843 [0.641 1.108] | indivs AUC:0.482 Correlated most with: Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:1.000 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.997 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.918 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.916 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.746 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.746 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.744 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.743 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.714 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.712 * Vital: HC-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1235 | OR_unadj: 1.366 [1.082 1.723] | indivs AUC:0.544 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.245 Diagnosis:9ccs219:Low birth wt:-0.191 Newborn Diagnosis:9ccs221:Resp distres:-0.114 Lab:297262 HEMOGLOBIN (HEMOCUE):0.102 Newborn Diagnosis:9ccs222:Perint jaund:-0.094 Newborn Diagnosis:9ccs253:Allergy:-0.090 Diagnosis:9ccs2603:E Codes: Fall:0.075 Newborn Diagnosis:9ccs223:Birth trauma:0.068 Diagnosis:9ccs223:Birth trauma:0.064 Newborn Diagnosis:9ccs256:Exam/eval:-0.064 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest | coef 0.000 95% CI: [-0.001 , 0.001] | OR_adj 1.000 [0.999 1.001] | occ: 1129 | OR_unadj: 1.207 [0.948 1.536] | indivs AUC:0.479 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.999 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.673 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.672 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.633 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.632 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.613 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.612 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.357 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.355 * Vital: Ht-avg10to13 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1403 | OR_unadj: 1.702 [1.355 2.140] | indivs AUC:0.575 Correlated most with: Diagnosis:9ccs246:FUO:0.117 Newborn Diagnosis:9ccs219:Low birth wt:-0.106 Diagnosis:9ccs219:Low birth wt:-0.085 Diagnosis:9ccs2:Septicemia:0.068 Newborn Diagnosis:9ccs253:Allergy:-0.063 Diagnosis:9ccs223:Birth trauma:0.063 Diagnosis:9ccs200:Oth skin dx:0.063 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.061 Newborn Diagnosis:9ccs223:Birth trauma:0.056 Diagnosis:9ccs166:Oth male gen:-0.056 Vital: Ht Percentile-avg13to16 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 661 | OR_unadj: 1.285 [0.973 1.695] | indivs AUC:0.545 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:0.074 Newborn Diagnosis:9ccs253:Allergy:-0.064 Diagnosis:9ccs0:No DX:0.058 Diagnosis:9ccs223:Birth trauma:0.057 Newborn Diagnosis:9ccs94:Other ear dx:0.057 Newborn Diagnosis:9ccs221:Resp distres:-0.056 Newborn Diagnosis:9ccs191:Amnios dx:0.055 Diagnosis:9ccs117:Ot circul dx:-0.055 Newborn Diagnosis:9ccs219:Low birth wt:-0.054 Diagnosis:9ccs219:Low birth wt:-0.054 Vital: Ht Percentile-gain16to24 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 975 | OR_unadj: 1.147 [0.882 1.492] | indivs AUC:0.549 Correlated most with: Number of Visits:-0.088 Diagnosis:9ccs259:Unclassified:-0.085 Diagnosis:9ccs59:Anemia:-0.077 Diagnosis:9ccs257:Ot aftercare:-0.055 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.055 Diagnosis:9ccs133:Oth low resp:-0.055 Diagnosis:9ccs143:Abdom hernia:-0.054 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.054 Diagnosis:9ccs127:COPD:-0.052 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.052 Vital: HC-avg13to16 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 973 | OR_unadj: 1.129 [0.890 1.433] | indivs AUC:0.554 Correlated most with: Lab:297262 HEMOGLOBIN (HEMOCUE):0.082 Diagnosis:9ccs143:Abdom hernia:0.073 Newborn Diagnosis:9ccs224:Ot perint dx:0.068 Diagnosis:9ccs62:Coag/hemr dx:0.066 Diagnosis:9ccs76:Meningitis:-0.063 Diagnosis:9ccs209:Ot acq defor:0.055 Diagnosis:9ccs216:Nerv cong an:-0.053 Newborn Diagnosis:9ccs219:Low birth wt:-0.049 Diagnosis:9ccs253:Allergy:0.048 Diagnosis:9ccs137:Mouth dx:-0.048 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1120 | OR_unadj: 1.111 [0.861 1.433] | indivs AUC:0.443 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.996 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.919 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.916 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.787 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.785 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.714 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.712 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.666 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.664 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1126 | OR_unadj: 1.090 [0.850 1.398] | indivs AUC:0.467 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.994 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.336 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.336 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.335 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.333 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.266 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.264 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.174 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.172 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1116 | OR_unadj: 1.314 [1.027 1.682] | indivs AUC:0.519 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.998 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.512 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.511 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.345 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.344 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.213 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.213 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.195 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.195 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef -0.000 95% CI: [-0.001 , 0.001] | OR_adj 1.000 [0.999 1.001] | occ: 1123 | OR_unadj: 1.078 [0.842 1.380] | indivs AUC:0.554 Correlated most with: Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:1.000 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.996 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.736 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.734 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.673 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.670 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.639 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.638 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.623 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.621 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest | coef 0.000 95% CI: [-0.001 , 0.001] | OR_adj 1.000 [0.999 1.001] | occ: 1129 | OR_unadj: 1.293 [1.010 1.656] | indivs AUC:0.499 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.998 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.487 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.486 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.463 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.462 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.440 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.438 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.393 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.392 Vital: Ht-gain0to3 | coef -0.000 95% CI: [-0.002 , 0.002] | OR_adj 1.000 [0.998 1.002] | occ: 1419 | OR_unadj: 1.156 [0.909 1.469] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs8:Oth infectns:0.072 Diagnosis:9ccs2:Septicemia:0.067 Diagnosis:9ccs216:Nerv cong an:-0.061 Diagnosis:9ccs140:Gastritis:0.052 Diagnosis:9ccs124:Tonsillitis:-0.051 Newborn Diagnosis:9ccs223:Birth trauma:0.051 Diagnosis:9ccs234:Crush injury:0.046 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.043 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.043 Number of Visits:0.042 * Vital: HC-avg16to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 933 | OR_unadj: 1.456 [1.141 1.858] | indivs AUC:0.601 Correlated most with: Diagnosis:9ccs216:Nerv cong an:-0.103 Lab:297262 HEMOGLOBIN (HEMOCUE):0.093 Diagnosis:9ccs143:Abdom hernia:0.078 Newborn Diagnosis:9ccs224:Ot perint dx:0.073 MatDeliveryAge:0.068 Diagnosis:9ccs59:Anemia:-0.065 Diagnosis:9ccs253:Allergy:0.060 Diagnosis:9ccs209:Ot acq defor:0.058 Diagnosis:9ccs217:Ot cong anom:0.057 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.056 Vital: HR-avg7to10 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 429 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.558 Correlated most with: Diagnosis:9ccs127:COPD:-0.082 Diagnosis:9ccs125:Bronchitis:0.061 Diagnosis:9ccs200:Oth skin dx:0.058 Diagnosis:9ccs134:Ot uppr resp:-0.056 Diagnosis:9ccs7:Viral infect:0.056 Diagnosis:9ccs224:Ot perint dx:-0.054 Diagnosis:9ccs76:Meningitis:-0.052 Diagnosis:9ccs124:Tonsillitis:-0.050 Diagnosis:9ccs58:Ot nutrit dx:0.049 Diagnosis:9ccs137:Mouth dx:0.048 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1067 | OR_unadj: 1.024 [0.789 1.329] | indivs AUC:0.503 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.998 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.507 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.506 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.481 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.480 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.444 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.443 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.351 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.348 Vital: HC-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1164 | OR_unadj: 1.089 [0.860 1.379] | indivs AUC:0.511 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.154 Newborn Diagnosis:9ccs221:Resp distres:-0.100 Diagnosis:9ccs219:Low birth wt:-0.091 Lab:297262 HEMOGLOBIN (HEMOCUE):0.089 Newborn Diagnosis:9ccs224:Ot perint dx:0.079 Newborn Diagnosis:9ccs222:Perint jaund:-0.068 Newborn Diagnosis:9ccs253:Allergy:-0.068 Diagnosis:9ccs213:Cardiac anom:-0.065 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.065 Diagnosis:9ccs216:Nerv cong an:-0.063 Diagnosis:9ccs90:Eye infectn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 443 | OR_unadj: 1.060 [0.819 1.372] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs90:Eye infectn:1.000 Number of Visits:0.288 Diagnosis:9ccs126:Ot up rsp in:0.206 Diagnosis:9ccs92:Otitis media:0.204 Diagnosis:9ccs7:Viral infect:0.180 Diagnosis:9ccs125:Bronchitis:0.175 Diagnosis:9ccs91:Other eye dx:0.173 Diagnosis:9ccs10:Immuniz/scrn:0.151 Diagnosis:9ccs257:Ot aftercare:0.148 Diagnosis:9ccs155:Other GI dx:0.131 Vital: Ht Percentile-avg7to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 538 | OR_unadj: 1.276 [0.951 1.712] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs117:Ot circul dx:-0.084 Diagnosis:9ccs219:Low birth wt:-0.084 Diagnosis:9ccs223:Birth trauma:0.077 Newborn Diagnosis:9ccs224:Ot perint dx:0.070 Newborn Diagnosis:9ccs253:Allergy:-0.068 Diagnosis:9ccs8:Oth infectns:0.061 Newborn Diagnosis:9ccs223:Birth trauma:0.059 Newborn Diagnosis:9ccs219:Low birth wt:-0.057 Diagnosis:9ccs222:Perint jaund:0.054 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.054 Diagnosis:9ccs7:Viral infect | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 797 | OR_unadj: 0.878 [0.699 1.102] | indivs AUC:0.449 Correlated most with: Diagnosis:9ccs7:Viral infect:1.000 Number of Visits:0.408 Diagnosis:9ccs126:Ot up rsp in:0.270 Diagnosis:9ccs10:Immuniz/scrn:0.243 Diagnosis:9ccs257:Ot aftercare:0.225 Diagnosis:9ccs125:Bronchitis:0.219 Diagnosis:9ccs92:Otitis media:0.216 Diagnosis:9ccs200:Oth skin dx:0.216 Diagnosis:9ccs155:Other GI dx:0.202 Diagnosis:9ccs255:Social admin:0.189 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1061 | OR_unadj: 1.018 [0.783 1.322] | indivs AUC:0.501 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.998 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.508 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.506 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.482 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.481 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.445 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.443 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.349 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.347 Census:Percent; Estimate; Percent high school graduate or higher-latest | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1129 | OR_unadj: 1.179 [0.933 1.489] | indivs AUC:0.455 Correlated most with: Census:Percent; Estimate; Percent high school graduate or higher-latest:1.000 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.933 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.931 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.918 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.916 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.794 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.792 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.788 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.787 Vital : 0.103142907314 MatDeliveryAge : 0.00876728550582 Number of Visits : 0.00478463785113 Census : 0.0120558017688 Diagnosis : 0.00123946720758 Time to run analysis 0:00:41.233651 Total Time elapsed 7:34:19.438156 ----------------------------------------------------- boys min_5 no_wt_bmi randomforest regression Running batch 1 of 7 with 16 nodes Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.859, R^2 test: -0.217 Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.774, R^2 test: -0.130 Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.567, R^2 test: -0.104 Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.476, R^2 test: -0.085 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.928, Explained Variance Score Train: 0.476 AUC Validation: 0.523, Explained Variance Score Validation: -0.077 AUC Test: 0.581, Explained Variance Score Test: 0.022 Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.860, R^2 test: -0.038 Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.778, R^2 test: -0.033 Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.568, R^2 test: -0.022 Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.475, R^2 test: 0.002 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.945, Explained Variance Score Train: 0.475 AUC Validation: 0.609, Explained Variance Score Validation: 0.006 AUC Test: 0.549, Explained Variance Score Test: -0.039 Bootstrap CV 10, alpha = (3000, 2, 1), R^2 train: 0.853, R^2 test: -0.008 Bootstrap CV 10, alpha = (3000, 2, 2), R^2 train: 0.771, R^2 test: 0.000 Bootstrap CV 10, alpha = (3000, 2, 5), R^2 train: 0.570, R^2 test: -0.022 Bootstrap CV 10, alpha = (3000, 2, 7), R^2 train: 0.478, R^2 test: -0.012 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.947, Explained Variance Score Train: 0.478 AUC Validation: 0.592, Explained Variance Score Validation: -0.005 AUC Test: 0.466, Explained Variance Score Test: -0.060 Bootstrap CV 13, alpha = (3000, 2, 1), R^2 train: 0.861, R^2 test: -0.003 Bootstrap CV 13, alpha = (3000, 2, 2), R^2 train: 0.797, R^2 test: 0.027 Bootstrap CV 13, alpha = (3000, 2, 5), R^2 train: 0.603, R^2 test: 0.036 Bootstrap CV 13, alpha = (3000, 2, 7), R^2 train: 0.495, R^2 test: 0.022 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.932, Explained Variance Score Train: 0.495 AUC Validation: 0.661, Explained Variance Score Validation: 0.049 AUC Test: 0.618, Explained Variance Score Test: 0.025 Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.874, R^2 test: -0.040 Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.823, R^2 test: -0.033 Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.655, R^2 test: -0.047 Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.571, R^2 test: -0.056 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.928, Explained Variance Score Train: 0.571 AUC Validation: 0.578, Explained Variance Score Validation: -0.055 AUC Test: 0.602, Explained Variance Score Test: 0.023 Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.843, R^2 test: 0.008 Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.784, R^2 test: 0.012 Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.605, R^2 test: 0.019 Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.510, R^2 test: 0.018 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.962, Explained Variance Score Train: 0.510 AUC Validation: 0.642, Explained Variance Score Validation: 0.021 AUC Test: 0.583, Explained Variance Score Test: 0.011 Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.847, R^2 test: 0.067 Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.758, R^2 test: 0.059 Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.524, R^2 test: 0.066 Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.437, R^2 test: 0.064 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.938, Explained Variance Score Train: 0.437 AUC Validation: 0.628, Explained Variance Score Validation: 0.065 AUC Test: 0.598, Explained Variance Score Test: -0.007 Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.855, R^2 test: -0.160 Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.765, R^2 test: -0.125 Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.521, R^2 test: -0.095 Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.430, R^2 test: -0.089 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.956, Explained Variance Score Train: 0.430 AUC Validation: 0.502, Explained Variance Score Validation: -0.088 AUC Test: 0.571, Explained Variance Score Test: 0.008 Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.852, R^2 test: 0.059 Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.770, R^2 test: 0.034 Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.551, R^2 test: -0.029 Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.458, R^2 test: -0.034 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.928, Explained Variance Score Train: 0.458 AUC Validation: 0.625, Explained Variance Score Validation: -0.022 AUC Test: 0.671, Explained Variance Score Test: 0.045 Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.848, R^2 test: -0.042 Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.717, R^2 test: -0.016 Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.529, R^2 test: -0.073 Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.443, R^2 test: -0.094 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.947, Explained Variance Score Train: 0.443 AUC Validation: 0.536, Explained Variance Score Validation: -0.048 AUC Test: 0.626, Explained Variance Score Test: 0.057 Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.851, R^2 test: -0.213 Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.769, R^2 test: -0.129 Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.559, R^2 test: -0.085 Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.461, R^2 test: -0.044 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.987, Explained Variance Score Train: 0.769 AUC Validation: 0.517, Explained Variance Score Validation: -0.129 AUC Test: 0.568, Explained Variance Score Test: 0.013 Bootstrap CV 12, alpha = (3000, 2, 1), R^2 train: 0.874, R^2 test: -0.031 Bootstrap CV 12, alpha = (3000, 2, 2), R^2 train: 0.800, R^2 test: -0.036 Bootstrap CV 12, alpha = (3000, 2, 5), R^2 train: 0.612, R^2 test: -0.035 Bootstrap CV 12, alpha = (3000, 2, 7), R^2 train: 0.520, R^2 test: -0.041 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.926, Explained Variance Score Train: 0.520 AUC Validation: 0.629, Explained Variance Score Validation: -0.022 AUC Test: 0.574, Explained Variance Score Test: 0.022 Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.857, R^2 test: -0.005 Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.770, R^2 test: 0.026 Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.548, R^2 test: 0.033 Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.456, R^2 test: 0.053 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.960, Explained Variance Score Train: 0.456 AUC Validation: 0.563, Explained Variance Score Validation: 0.054 AUC Test: 0.615, Explained Variance Score Test: 0.026 Bootstrap CV 15, alpha = (3000, 2, 1), R^2 train: 0.850, R^2 test: 0.022 Bootstrap CV 15, alpha = (3000, 2, 2), R^2 train: 0.751, R^2 test: 0.067 Bootstrap CV 15, alpha = (3000, 2, 5), R^2 train: 0.570, R^2 test: 0.080 Bootstrap CV 15, alpha = (3000, 2, 7), R^2 train: 0.472, R^2 test: 0.073 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.946, Explained Variance Score Train: 0.473 AUC Validation: 0.669, Explained Variance Score Validation: 0.075 AUC Test: 0.537, Explained Variance Score Test: -0.001 Bootstrap CV 14, alpha = (3000, 2, 1), R^2 train: 0.865, R^2 test: -0.059 Bootstrap CV 14, alpha = (3000, 2, 2), R^2 train: 0.815, R^2 test: -0.104 Bootstrap CV 14, alpha = (3000, 2, 5), R^2 train: 0.635, R^2 test: -0.161 Bootstrap CV 14, alpha = (3000, 2, 7), R^2 train: 0.507, R^2 test: -0.129 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.981, Explained Variance Score Train: 0.815 AUC Validation: 0.604, Explained Variance Score Validation: -0.104 AUC Test: 0.612, Explained Variance Score Test: -0.018 Bootstrap CV 11, alpha = (3000, 2, 1), R^2 train: 0.850, R^2 test: -0.136 Bootstrap CV 11, alpha = (3000, 2, 2), R^2 train: 0.726, R^2 test: 0.015 Bootstrap CV 11, alpha = (3000, 2, 5), R^2 train: 0.517, R^2 test: 0.051 Bootstrap CV 11, alpha = (3000, 2, 7), R^2 train: 0.433, R^2 test: 0.057 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.941, Explained Variance Score Train: 0.433 AUC Validation: 0.633, Explained Variance Score Validation: 0.060 AUC Test: 0.576, Explained Variance Score Test: 0.005 Running batch 2 of 7 with 16 nodes Bootstrap CV 21, alpha = (3000, 2, 1), R^2 train: 0.871, R^2 test: 0.075 Bootstrap CV 21, alpha = (3000, 2, 2), R^2 train: 0.804, R^2 test: 0.067 Bootstrap CV 21, alpha = (3000, 2, 5), R^2 train: 0.624, R^2 test: 0.037 Bootstrap CV 21, alpha = (3000, 2, 7), R^2 train: 0.542, R^2 test: 0.025 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.957, Explained Variance Score Train: 0.543 AUC Validation: 0.619, Explained Variance Score Validation: 0.026 AUC Test: 0.564, Explained Variance Score Test: -0.037 Bootstrap CV 30, alpha = (3000, 2, 1), R^2 train: 0.864, R^2 test: 0.030 Bootstrap CV 30, alpha = (3000, 2, 2), R^2 train: 0.803, R^2 test: 0.032 Bootstrap CV 30, alpha = (3000, 2, 5), R^2 train: 0.647, R^2 test: 0.034 Bootstrap CV 30, alpha = (3000, 2, 7), R^2 train: 0.554, R^2 test: 0.027 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.938, Explained Variance Score Train: 0.554 AUC Validation: 0.610, Explained Variance Score Validation: 0.043 AUC Test: 0.591, Explained Variance Score Test: -0.023 Bootstrap CV 26, alpha = (3000, 2, 1), R^2 train: 0.850, R^2 test: 0.066 Bootstrap CV 26, alpha = (3000, 2, 2), R^2 train: 0.777, R^2 test: 0.056 Bootstrap CV 26, alpha = (3000, 2, 5), R^2 train: 0.587, R^2 test: 0.059 Bootstrap CV 26, alpha = (3000, 2, 7), R^2 train: 0.483, R^2 test: 0.048 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.963, Explained Variance Score Train: 0.483 AUC Validation: 0.656, Explained Variance Score Validation: 0.049 AUC Test: 0.606, Explained Variance Score Test: 0.006 Bootstrap CV 16, alpha = (3000, 2, 1), R^2 train: 0.852, R^2 test: -0.044 Bootstrap CV 16, alpha = (3000, 2, 2), R^2 train: 0.749, R^2 test: -0.084 Bootstrap CV 16, alpha = (3000, 2, 5), R^2 train: 0.523, R^2 test: -0.052 Bootstrap CV 16, alpha = (3000, 2, 7), R^2 train: 0.437, R^2 test: -0.053 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.937, Explained Variance Score Train: 0.438 AUC Validation: 0.512, Explained Variance Score Validation: -0.018 AUC Test: 0.591, Explained Variance Score Test: -0.009 Bootstrap CV 27, alpha = (3000, 2, 1), R^2 train: 0.865, R^2 test: -0.121 Bootstrap CV 27, alpha = (3000, 2, 2), R^2 train: 0.804, R^2 test: -0.141 Bootstrap CV 27, alpha = (3000, 2, 5), R^2 train: 0.593, R^2 test: -0.083 Bootstrap CV 27, alpha = (3000, 2, 7), R^2 train: 0.498, R^2 test: -0.074 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.916, Explained Variance Score Train: 0.498 AUC Validation: 0.489, Explained Variance Score Validation: -0.057 AUC Test: 0.559, Explained Variance Score Test: -0.011 Bootstrap CV 19, alpha = (3000, 2, 1), R^2 train: 0.854, R^2 test: 0.109 Bootstrap CV 19, alpha = (3000, 2, 2), R^2 train: 0.763, R^2 test: 0.127 Bootstrap CV 19, alpha = (3000, 2, 5), R^2 train: 0.563, R^2 test: 0.077 Bootstrap CV 19, alpha = (3000, 2, 7), R^2 train: 0.473, R^2 test: 0.066 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.953, Explained Variance Score Train: 0.473 AUC Validation: 0.600, Explained Variance Score Validation: 0.069 AUC Test: 0.630, Explained Variance Score Test: 0.015 Bootstrap CV 17, alpha = (3000, 2, 1), R^2 train: 0.854, R^2 test: -0.070 Bootstrap CV 17, alpha = (3000, 2, 2), R^2 train: 0.802, R^2 test: -0.079 Bootstrap CV 17, alpha = (3000, 2, 5), R^2 train: 0.604, R^2 test: -0.047 Bootstrap CV 17, alpha = (3000, 2, 7), R^2 train: 0.503, R^2 test: -0.031 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.964, Explained Variance Score Train: 0.503 AUC Validation: 0.615, Explained Variance Score Validation: -0.023 AUC Test: 0.525, Explained Variance Score Test: -0.045 Bootstrap CV 24, alpha = (3000, 2, 1), R^2 train: 0.857, R^2 test: -0.197 Bootstrap CV 24, alpha = (3000, 2, 2), R^2 train: 0.800, R^2 test: -0.188 Bootstrap CV 24, alpha = (3000, 2, 5), R^2 train: 0.603, R^2 test: -0.141 Bootstrap CV 24, alpha = (3000, 2, 7), R^2 train: 0.511, R^2 test: -0.116 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.954, Explained Variance Score Train: 0.512 AUC Validation: 0.426, Explained Variance Score Validation: -0.116 AUC Test: 0.621, Explained Variance Score Test: 0.032 Bootstrap CV 20, alpha = (3000, 2, 1), R^2 train: 0.866, R^2 test: -0.468 Bootstrap CV 20, alpha = (3000, 2, 2), R^2 train: 0.803, R^2 test: -0.280 Bootstrap CV 20, alpha = (3000, 2, 5), R^2 train: 0.622, R^2 test: -0.243 Bootstrap CV 20, alpha = (3000, 2, 7), R^2 train: 0.525, R^2 test: -0.216 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.975, Explained Variance Score Train: 0.803 AUC Validation: 0.539, Explained Variance Score Validation: -0.261 AUC Test: 0.564, Explained Variance Score Test: -0.056 Bootstrap CV 25, alpha = (3000, 2, 1), R^2 train: 0.861, R^2 test: -0.044 Bootstrap CV 25, alpha = (3000, 2, 2), R^2 train: 0.812, R^2 test: -0.018 Bootstrap CV 25, alpha = (3000, 2, 5), R^2 train: 0.627, R^2 test: -0.017 Bootstrap CV 25, alpha = (3000, 2, 7), R^2 train: 0.530, R^2 test: -0.017 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.963, Explained Variance Score Train: 0.530 AUC Validation: 0.565, Explained Variance Score Validation: -0.013 AUC Test: 0.575, Explained Variance Score Test: 0.014 Bootstrap CV 18, alpha = (3000, 2, 1), R^2 train: 0.839, R^2 test: -0.031 Bootstrap CV 18, alpha = (3000, 2, 2), R^2 train: 0.767, R^2 test: -0.010 Bootstrap CV 18, alpha = (3000, 2, 5), R^2 train: 0.564, R^2 test: -0.020 Bootstrap CV 18, alpha = (3000, 2, 7), R^2 train: 0.480, R^2 test: -0.019 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.935, Explained Variance Score Train: 0.480 AUC Validation: 0.573, Explained Variance Score Validation: -0.017 AUC Test: 0.602, Explained Variance Score Test: 0.041 Bootstrap CV 31, alpha = (3000, 2, 1), R^2 train: 0.850, R^2 test: -0.047 Bootstrap CV 31, alpha = (3000, 2, 2), R^2 train: 0.773, R^2 test: -0.022 Bootstrap CV 31, alpha = (3000, 2, 5), R^2 train: 0.573, R^2 test: 0.056 Bootstrap CV 31, alpha = (3000, 2, 7), R^2 train: 0.468, R^2 test: 0.057 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.968, Explained Variance Score Train: 0.573 AUC Validation: 0.560, Explained Variance Score Validation: 0.056 AUC Test: 0.628, Explained Variance Score Test: 0.047 Bootstrap CV 22, alpha = (3000, 2, 1), R^2 train: 0.863, R^2 test: -0.119 Bootstrap CV 22, alpha = (3000, 2, 2), R^2 train: 0.797, R^2 test: -0.121 Bootstrap CV 22, alpha = (3000, 2, 5), R^2 train: 0.605, R^2 test: -0.058 Bootstrap CV 22, alpha = (3000, 2, 7), R^2 train: 0.508, R^2 test: -0.040 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.917, Explained Variance Score Train: 0.508 AUC Validation: 0.534, Explained Variance Score Validation: -0.040 AUC Test: 0.568, Explained Variance Score Test: 0.013 Bootstrap CV 29, alpha = (3000, 2, 1), R^2 train: 0.867, R^2 test: -0.043 Bootstrap CV 29, alpha = (3000, 2, 2), R^2 train: 0.787, R^2 test: -0.030 Bootstrap CV 29, alpha = (3000, 2, 5), R^2 train: 0.580, R^2 test: 0.055 Bootstrap CV 29, alpha = (3000, 2, 7), R^2 train: 0.485, R^2 test: 0.034 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.953, Explained Variance Score Train: 0.485 AUC Validation: 0.611, Explained Variance Score Validation: 0.034 AUC Test: 0.575, Explained Variance Score Test: 0.013 Bootstrap CV 28, alpha = (3000, 2, 1), R^2 train: 0.856, R^2 test: 0.012 Bootstrap CV 28, alpha = (3000, 2, 2), R^2 train: 0.796, R^2 test: -0.003 Bootstrap CV 28, alpha = (3000, 2, 5), R^2 train: 0.593, R^2 test: -0.008 Bootstrap CV 28, alpha = (3000, 2, 7), R^2 train: 0.492, R^2 test: -0.016 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.921, Explained Variance Score Train: 0.492 AUC Validation: 0.600, Explained Variance Score Validation: 0.082 AUC Test: 0.613, Explained Variance Score Test: 0.035 Bootstrap CV 23, alpha = (3000, 2, 1), R^2 train: 0.845, R^2 test: 0.029 Bootstrap CV 23, alpha = (3000, 2, 2), R^2 train: 0.744, R^2 test: 0.001 Bootstrap CV 23, alpha = (3000, 2, 5), R^2 train: 0.544, R^2 test: -0.029 Bootstrap CV 23, alpha = (3000, 2, 7), R^2 train: 0.449, R^2 test: -0.017 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.927, Explained Variance Score Train: 0.449 AUC Validation: 0.537, Explained Variance Score Validation: -0.013 AUC Test: 0.538, Explained Variance Score Test: -0.021 Running batch 3 of 7 with 16 nodes Bootstrap CV 46, alpha = (3000, 2, 1), R^2 train: 0.853, R^2 test: -0.094 Bootstrap CV 46, alpha = (3000, 2, 2), R^2 train: 0.780, R^2 test: -0.090 Bootstrap CV 46, alpha = (3000, 2, 5), R^2 train: 0.583, R^2 test: -0.082 Bootstrap CV 46, alpha = (3000, 2, 7), R^2 train: 0.489, R^2 test: -0.070 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.905, Explained Variance Score Train: 0.490 AUC Validation: 0.563, Explained Variance Score Validation: -0.048 AUC Test: 0.502, Explained Variance Score Test: -0.052 Bootstrap CV 45, alpha = (3000, 2, 1), R^2 train: 0.861, R^2 test: -0.134 Bootstrap CV 45, alpha = (3000, 2, 2), R^2 train: 0.761, R^2 test: -0.072 Bootstrap CV 45, alpha = (3000, 2, 5), R^2 train: 0.584, R^2 test: -0.052 Bootstrap CV 45, alpha = (3000, 2, 7), R^2 train: 0.495, R^2 test: -0.061 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.946, Explained Variance Score Train: 0.495 AUC Validation: 0.489, Explained Variance Score Validation: -0.061 AUC Test: 0.567, Explained Variance Score Test: -0.026 Bootstrap CV 39, alpha = (3000, 2, 1), R^2 train: 0.847, R^2 test: 0.037 Bootstrap CV 39, alpha = (3000, 2, 2), R^2 train: 0.774, R^2 test: 0.037 Bootstrap CV 39, alpha = (3000, 2, 5), R^2 train: 0.567, R^2 test: 0.059 Bootstrap CV 39, alpha = (3000, 2, 7), R^2 train: 0.473, R^2 test: 0.065 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.962, Explained Variance Score Train: 0.567 AUC Validation: 0.617, Explained Variance Score Validation: 0.066 AUC Test: 0.672, Explained Variance Score Test: 0.071 Bootstrap CV 41, alpha = (3000, 2, 1), R^2 train: 0.868, R^2 test: -0.181 Bootstrap CV 41, alpha = (3000, 2, 2), R^2 train: 0.792, R^2 test: -0.083 Bootstrap CV 41, alpha = (3000, 2, 5), R^2 train: 0.570, R^2 test: 0.032 Bootstrap CV 41, alpha = (3000, 2, 7), R^2 train: 0.474, R^2 test: 0.051 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.914, Explained Variance Score Train: 0.474 AUC Validation: 0.638, Explained Variance Score Validation: 0.054 AUC Test: 0.610, Explained Variance Score Test: -0.035 Bootstrap CV 32, alpha = (3000, 2, 1), R^2 train: 0.859, R^2 test: -0.165 Bootstrap CV 32, alpha = (3000, 2, 2), R^2 train: 0.809, R^2 test: -0.127 Bootstrap CV 32, alpha = (3000, 2, 5), R^2 train: 0.601, R^2 test: -0.032 Bootstrap CV 32, alpha = (3000, 2, 7), R^2 train: 0.507, R^2 test: -0.028 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.957, Explained Variance Score Train: 0.507 AUC Validation: 0.663, Explained Variance Score Validation: 0.011 AUC Test: 0.548, Explained Variance Score Test: -0.007 Bootstrap CV 44, alpha = (3000, 2, 1), R^2 train: 0.852, R^2 test: -0.040 Bootstrap CV 44, alpha = (3000, 2, 2), R^2 train: 0.799, R^2 test: 0.017 Bootstrap CV 44, alpha = (3000, 2, 5), R^2 train: 0.608, R^2 test: 0.014 Bootstrap CV 44, alpha = (3000, 2, 7), R^2 train: 0.509, R^2 test: 0.009 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.963, Explained Variance Score Train: 0.509 AUC Validation: 0.583, Explained Variance Score Validation: 0.025 AUC Test: 0.592, Explained Variance Score Test: 0.023 Bootstrap CV 34, alpha = (3000, 2, 1), R^2 train: 0.844, R^2 test: -0.042 Bootstrap CV 34, alpha = (3000, 2, 2), R^2 train: 0.751, R^2 test: -0.006 Bootstrap CV 34, alpha = (3000, 2, 5), R^2 train: 0.508, R^2 test: 0.028 Bootstrap CV 34, alpha = (3000, 2, 7), R^2 train: 0.415, R^2 test: 0.033 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.924, Explained Variance Score Train: 0.415 AUC Validation: 0.537, Explained Variance Score Validation: 0.048 AUC Test: 0.599, Explained Variance Score Test: -0.001 Bootstrap CV 47, alpha = (3000, 2, 1), R^2 train: 0.845, R^2 test: -0.017 Bootstrap CV 47, alpha = (3000, 2, 2), R^2 train: 0.737, R^2 test: -0.020 Bootstrap CV 47, alpha = (3000, 2, 5), R^2 train: 0.520, R^2 test: -0.019 Bootstrap CV 47, alpha = (3000, 2, 7), R^2 train: 0.437, R^2 test: -0.005 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.948, Explained Variance Score Train: 0.437 AUC Validation: 0.646, Explained Variance Score Validation: 0.079 AUC Test: 0.570, Explained Variance Score Test: -0.029 Bootstrap CV 43, alpha = (3000, 2, 1), R^2 train: 0.849, R^2 test: -0.115 Bootstrap CV 43, alpha = (3000, 2, 2), R^2 train: 0.753, R^2 test: -0.087 Bootstrap CV 43, alpha = (3000, 2, 5), R^2 train: 0.532, R^2 test: -0.037 Bootstrap CV 43, alpha = (3000, 2, 7), R^2 train: 0.444, R^2 test: -0.026 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.970, Explained Variance Score Train: 0.444 AUC Validation: 0.568, Explained Variance Score Validation: -0.026 AUC Test: 0.570, Explained Variance Score Test: 0.003 Bootstrap CV 35, alpha = (3000, 2, 1), R^2 train: 0.841, R^2 test: -0.059 Bootstrap CV 35, alpha = (3000, 2, 2), R^2 train: 0.736, R^2 test: -0.049 Bootstrap CV 35, alpha = (3000, 2, 5), R^2 train: 0.532, R^2 test: -0.059 Bootstrap CV 35, alpha = (3000, 2, 7), R^2 train: 0.450, R^2 test: -0.058 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.973, Explained Variance Score Train: 0.451 AUC Validation: 0.471, Explained Variance Score Validation: -0.054 AUC Test: 0.576, Explained Variance Score Test: -0.010 Bootstrap CV 37, alpha = (3000, 2, 1), R^2 train: 0.846, R^2 test: -0.002 Bootstrap CV 37, alpha = (3000, 2, 2), R^2 train: 0.762, R^2 test: -0.010 Bootstrap CV 37, alpha = (3000, 2, 5), R^2 train: 0.564, R^2 test: 0.028 Bootstrap CV 37, alpha = (3000, 2, 7), R^2 train: 0.477, R^2 test: 0.056 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.921, Explained Variance Score Train: 0.477 AUC Validation: 0.688, Explained Variance Score Validation: 0.057 AUC Test: 0.559, Explained Variance Score Test: 0.004 Bootstrap CV 40, alpha = (3000, 2, 1), R^2 train: 0.860, R^2 test: -0.071 Bootstrap CV 40, alpha = (3000, 2, 2), R^2 train: 0.759, R^2 test: 0.003 Bootstrap CV 40, alpha = (3000, 2, 5), R^2 train: 0.549, R^2 test: 0.088 Bootstrap CV 40, alpha = (3000, 2, 7), R^2 train: 0.459, R^2 test: 0.077 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.901, Explained Variance Score Train: 0.459 AUC Validation: 0.581, Explained Variance Score Validation: 0.078 AUC Test: 0.576, Explained Variance Score Test: -0.005 Bootstrap CV 36, alpha = (3000, 2, 1), R^2 train: 0.855, R^2 test: -0.257 Bootstrap CV 36, alpha = (3000, 2, 2), R^2 train: 0.797, R^2 test: -0.146 Bootstrap CV 36, alpha = (3000, 2, 5), R^2 train: 0.601, R^2 test: -0.139 Bootstrap CV 36, alpha = (3000, 2, 7), R^2 train: 0.506, R^2 test: -0.124 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.962, Explained Variance Score Train: 0.506 AUC Validation: 0.518, Explained Variance Score Validation: -0.095 AUC Test: 0.566, Explained Variance Score Test: 0.003 Bootstrap CV 42, alpha = (3000, 2, 1), R^2 train: 0.874, R^2 test: -0.121 Bootstrap CV 42, alpha = (3000, 2, 2), R^2 train: 0.823, R^2 test: -0.096 Bootstrap CV 42, alpha = (3000, 2, 5), R^2 train: 0.614, R^2 test: 0.021 Bootstrap CV 42, alpha = (3000, 2, 7), R^2 train: 0.520, R^2 test: -0.000 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.931, Explained Variance Score Train: 0.520 AUC Validation: 0.542, Explained Variance Score Validation: -0.000 AUC Test: 0.575, Explained Variance Score Test: -0.039 Bootstrap CV 38, alpha = (3000, 2, 1), R^2 train: 0.844, R^2 test: -0.260 Bootstrap CV 38, alpha = (3000, 2, 2), R^2 train: 0.763, R^2 test: -0.258 Bootstrap CV 38, alpha = (3000, 2, 5), R^2 train: 0.512, R^2 test: -0.100 Bootstrap CV 38, alpha = (3000, 2, 7), R^2 train: 0.423, R^2 test: -0.050 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.956, Explained Variance Score Train: 0.423 AUC Validation: 0.544, Explained Variance Score Validation: -0.049 AUC Test: 0.563, Explained Variance Score Test: -0.018 Bootstrap CV 33, alpha = (3000, 2, 1), R^2 train: 0.878, R^2 test: -0.007 Bootstrap CV 33, alpha = (3000, 2, 2), R^2 train: 0.784, R^2 test: 0.016 Bootstrap CV 33, alpha = (3000, 2, 5), R^2 train: 0.582, R^2 test: 0.039 Bootstrap CV 33, alpha = (3000, 2, 7), R^2 train: 0.483, R^2 test: 0.074 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.924, Explained Variance Score Train: 0.484 AUC Validation: 0.699, Explained Variance Score Validation: 0.074 AUC Test: 0.580, Explained Variance Score Test: -0.008 Running batch 4 of 7 with 16 nodes Bootstrap CV 56, alpha = (3000, 2, 1), R^2 train: 0.858, R^2 test: -0.140 Bootstrap CV 56, alpha = (3000, 2, 2), R^2 train: 0.757, R^2 test: -0.150 Bootstrap CV 56, alpha = (3000, 2, 5), R^2 train: 0.557, R^2 test: -0.104 Bootstrap CV 56, alpha = (3000, 2, 7), R^2 train: 0.467, R^2 test: -0.094 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.973, Explained Variance Score Train: 0.467 AUC Validation: 0.527, Explained Variance Score Validation: -0.086 AUC Test: 0.647, Explained Variance Score Test: 0.035 Bootstrap CV 49, alpha = (3000, 2, 1), R^2 train: 0.873, R^2 test: -0.178 Bootstrap CV 49, alpha = (3000, 2, 2), R^2 train: 0.815, R^2 test: -0.207 Bootstrap CV 49, alpha = (3000, 2, 5), R^2 train: 0.632, R^2 test: -0.108 Bootstrap CV 49, alpha = (3000, 2, 7), R^2 train: 0.543, R^2 test: -0.105 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.937, Explained Variance Score Train: 0.543 AUC Validation: 0.629, Explained Variance Score Validation: -0.039 AUC Test: 0.559, Explained Variance Score Test: -0.033 Bootstrap CV 63, alpha = (3000, 2, 1), R^2 train: 0.856, R^2 test: 0.028 Bootstrap CV 63, alpha = (3000, 2, 2), R^2 train: 0.800, R^2 test: -0.001 Bootstrap CV 63, alpha = (3000, 2, 5), R^2 train: 0.624, R^2 test: -0.029 Bootstrap CV 63, alpha = (3000, 2, 7), R^2 train: 0.534, R^2 test: -0.030 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.975, Explained Variance Score Train: 0.624 AUC Validation: 0.529, Explained Variance Score Validation: -0.018 AUC Test: 0.543, Explained Variance Score Test: -0.016 Bootstrap CV 52, alpha = (3000, 2, 1), R^2 train: 0.850, R^2 test: -0.118 Bootstrap CV 52, alpha = (3000, 2, 2), R^2 train: 0.792, R^2 test: -0.114 Bootstrap CV 52, alpha = (3000, 2, 5), R^2 train: 0.599, R^2 test: -0.092 Bootstrap CV 52, alpha = (3000, 2, 7), R^2 train: 0.499, R^2 test: -0.070 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.933, Explained Variance Score Train: 0.499 AUC Validation: 0.643, Explained Variance Score Validation: -0.070 AUC Test: 0.605, Explained Variance Score Test: 0.020 Bootstrap CV 58, alpha = (3000, 2, 1), R^2 train: 0.847, R^2 test: 0.047 Bootstrap CV 58, alpha = (3000, 2, 2), R^2 train: 0.769, R^2 test: 0.065 Bootstrap CV 58, alpha = (3000, 2, 5), R^2 train: 0.561, R^2 test: 0.031 Bootstrap CV 58, alpha = (3000, 2, 7), R^2 train: 0.462, R^2 test: 0.031 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.943, Explained Variance Score Train: 0.462 AUC Validation: 0.672, Explained Variance Score Validation: 0.045 AUC Test: 0.508, Explained Variance Score Test: -0.028 Bootstrap CV 48, alpha = (3000, 2, 1), R^2 train: 0.861, R^2 test: -0.102 Bootstrap CV 48, alpha = (3000, 2, 2), R^2 train: 0.781, R^2 test: -0.048 Bootstrap CV 48, alpha = (3000, 2, 5), R^2 train: 0.570, R^2 test: -0.013 Bootstrap CV 48, alpha = (3000, 2, 7), R^2 train: 0.483, R^2 test: 0.009 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.925, Explained Variance Score Train: 0.483 AUC Validation: 0.617, Explained Variance Score Validation: 0.016 AUC Test: 0.632, Explained Variance Score Test: 0.025 Bootstrap CV 51, alpha = (3000, 2, 1), R^2 train: 0.843, R^2 test: -0.061 Bootstrap CV 51, alpha = (3000, 2, 2), R^2 train: 0.757, R^2 test: -0.041 Bootstrap CV 51, alpha = (3000, 2, 5), R^2 train: 0.556, R^2 test: -0.001 Bootstrap CV 51, alpha = (3000, 2, 7), R^2 train: 0.474, R^2 test: 0.006 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.957, Explained Variance Score Train: 0.475 AUC Validation: 0.595, Explained Variance Score Validation: 0.025 AUC Test: 0.509, Explained Variance Score Test: -0.027 Bootstrap CV 54, alpha = (3000, 2, 1), R^2 train: 0.845, R^2 test: 0.005 Bootstrap CV 54, alpha = (3000, 2, 2), R^2 train: 0.788, R^2 test: 0.065 Bootstrap CV 54, alpha = (3000, 2, 5), R^2 train: 0.574, R^2 test: 0.071 Bootstrap CV 54, alpha = (3000, 2, 7), R^2 train: 0.481, R^2 test: 0.065 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.937, Explained Variance Score Train: 0.481 AUC Validation: 0.599, Explained Variance Score Validation: 0.082 AUC Test: 0.579, Explained Variance Score Test: -0.013 Bootstrap CV 57, alpha = (3000, 2, 1), R^2 train: 0.876, R^2 test: -0.698 Bootstrap CV 57, alpha = (3000, 2, 2), R^2 train: 0.817, R^2 test: -0.559 Bootstrap CV 57, alpha = (3000, 2, 5), R^2 train: 0.611, R^2 test: -0.223 Bootstrap CV 57, alpha = (3000, 2, 7), R^2 train: 0.509, R^2 test: -0.174 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.943, Explained Variance Score Train: 0.509 AUC Validation: 0.514, Explained Variance Score Validation: -0.123 AUC Test: 0.635, Explained Variance Score Test: 0.049 Bootstrap CV 62, alpha = (3000, 2, 1), R^2 train: 0.874, R^2 test: -0.206 Bootstrap CV 62, alpha = (3000, 2, 2), R^2 train: 0.833, R^2 test: -0.218 Bootstrap CV 62, alpha = (3000, 2, 5), R^2 train: 0.663, R^2 test: -0.189 Bootstrap CV 62, alpha = (3000, 2, 7), R^2 train: 0.573, R^2 test: -0.177 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.953, Explained Variance Score Train: 0.573 AUC Validation: 0.496, Explained Variance Score Validation: -0.177 AUC Test: 0.617, Explained Variance Score Test: 0.049 Bootstrap CV 50, alpha = (3000, 2, 1), R^2 train: 0.861, R^2 test: -0.026 Bootstrap CV 50, alpha = (3000, 2, 2), R^2 train: 0.808, R^2 test: -0.010 Bootstrap CV 50, alpha = (3000, 2, 5), R^2 train: 0.620, R^2 test: 0.009 Bootstrap CV 50, alpha = (3000, 2, 7), R^2 train: 0.523, R^2 test: 0.015 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.948, Explained Variance Score Train: 0.523 AUC Validation: 0.552, Explained Variance Score Validation: 0.017 AUC Test: 0.635, Explained Variance Score Test: 0.013 Bootstrap CV 55, alpha = (3000, 2, 1), R^2 train: 0.836, R^2 test: -0.237 Bootstrap CV 55, alpha = (3000, 2, 2), R^2 train: 0.726, R^2 test: -0.123 Bootstrap CV 55, alpha = (3000, 2, 5), R^2 train: 0.539, R^2 test: -0.062 Bootstrap CV 55, alpha = (3000, 2, 7), R^2 train: 0.451, R^2 test: -0.045 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.983, Explained Variance Score Train: 0.539 AUC Validation: 0.508, Explained Variance Score Validation: -0.057 AUC Test: 0.572, Explained Variance Score Test: 0.014 Bootstrap CV 53, alpha = (3000, 2, 1), R^2 train: 0.860, R^2 test: -0.001 Bootstrap CV 53, alpha = (3000, 2, 2), R^2 train: 0.799, R^2 test: 0.006 Bootstrap CV 53, alpha = (3000, 2, 5), R^2 train: 0.615, R^2 test: 0.028 Bootstrap CV 53, alpha = (3000, 2, 7), R^2 train: 0.517, R^2 test: 0.013 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.926, Explained Variance Score Train: 0.517 AUC Validation: 0.643, Explained Variance Score Validation: 0.015 AUC Test: 0.569, Explained Variance Score Test: 0.052 Bootstrap CV 60, alpha = (3000, 2, 1), R^2 train: 0.849, R^2 test: 0.030 Bootstrap CV 60, alpha = (3000, 2, 2), R^2 train: 0.762, R^2 test: 0.051 Bootstrap CV 60, alpha = (3000, 2, 5), R^2 train: 0.561, R^2 test: 0.064 Bootstrap CV 60, alpha = (3000, 2, 7), R^2 train: 0.474, R^2 test: 0.048 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.951, Explained Variance Score Train: 0.474 AUC Validation: 0.587, Explained Variance Score Validation: 0.049 AUC Test: 0.582, Explained Variance Score Test: 0.006 Bootstrap CV 59, alpha = (3000, 2, 1), R^2 train: 0.868, R^2 test: -0.102 Bootstrap CV 59, alpha = (3000, 2, 2), R^2 train: 0.799, R^2 test: -0.088 Bootstrap CV 59, alpha = (3000, 2, 5), R^2 train: 0.598, R^2 test: -0.054 Bootstrap CV 59, alpha = (3000, 2, 7), R^2 train: 0.495, R^2 test: -0.072 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.957, Explained Variance Score Train: 0.599 AUC Validation: 0.510, Explained Variance Score Validation: -0.044 AUC Test: 0.636, Explained Variance Score Test: 0.034 Bootstrap CV 61, alpha = (3000, 2, 1), R^2 train: 0.851, R^2 test: -0.235 Bootstrap CV 61, alpha = (3000, 2, 2), R^2 train: 0.791, R^2 test: -0.189 Bootstrap CV 61, alpha = (3000, 2, 5), R^2 train: 0.591, R^2 test: -0.146 Bootstrap CV 61, alpha = (3000, 2, 7), R^2 train: 0.491, R^2 test: -0.115 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.938, Explained Variance Score Train: 0.491 AUC Validation: 0.459, Explained Variance Score Validation: -0.115 AUC Test: 0.631, Explained Variance Score Test: 0.052 Running batch 5 of 7 with 16 nodes Bootstrap CV 67, alpha = (3000, 2, 1), R^2 train: 0.861, R^2 test: 0.015 Bootstrap CV 67, alpha = (3000, 2, 2), R^2 train: 0.774, R^2 test: 0.039 Bootstrap CV 67, alpha = (3000, 2, 5), R^2 train: 0.569, R^2 test: 0.021 Bootstrap CV 67, alpha = (3000, 2, 7), R^2 train: 0.486, R^2 test: 0.018 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.954, Explained Variance Score Train: 0.486 AUC Validation: 0.660, Explained Variance Score Validation: 0.024 AUC Test: 0.602, Explained Variance Score Test: 0.019 Bootstrap CV 77, alpha = (3000, 2, 1), R^2 train: 0.851, R^2 test: -0.043 Bootstrap CV 77, alpha = (3000, 2, 2), R^2 train: 0.781, R^2 test: -0.017 Bootstrap CV 77, alpha = (3000, 2, 5), R^2 train: 0.576, R^2 test: 0.010 Bootstrap CV 77, alpha = (3000, 2, 7), R^2 train: 0.487, R^2 test: 0.023 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.916, Explained Variance Score Train: 0.487 AUC Validation: 0.611, Explained Variance Score Validation: 0.039 AUC Test: 0.592, Explained Variance Score Test: 0.013 Bootstrap CV 70, alpha = (3000, 2, 1), R^2 train: 0.852, R^2 test: 0.024 Bootstrap CV 70, alpha = (3000, 2, 2), R^2 train: 0.766, R^2 test: 0.031 Bootstrap CV 70, alpha = (3000, 2, 5), R^2 train: 0.564, R^2 test: 0.042 Bootstrap CV 70, alpha = (3000, 2, 7), R^2 train: 0.470, R^2 test: 0.034 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.934, Explained Variance Score Train: 0.471 AUC Validation: 0.602, Explained Variance Score Validation: 0.036 AUC Test: 0.626, Explained Variance Score Test: 0.021 Bootstrap CV 75, alpha = (3000, 2, 1), R^2 train: 0.855, R^2 test: 0.080 Bootstrap CV 75, alpha = (3000, 2, 2), R^2 train: 0.806, R^2 test: 0.084 Bootstrap CV 75, alpha = (3000, 2, 5), R^2 train: 0.618, R^2 test: 0.073 Bootstrap CV 75, alpha = (3000, 2, 7), R^2 train: 0.522, R^2 test: 0.071 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.957, Explained Variance Score Train: 0.522 AUC Validation: 0.528, Explained Variance Score Validation: 0.081 AUC Test: 0.592, Explained Variance Score Test: 0.010 Bootstrap CV 79, alpha = (3000, 2, 1), R^2 train: 0.854, R^2 test: -0.025 Bootstrap CV 79, alpha = (3000, 2, 2), R^2 train: 0.806, R^2 test: -0.021 Bootstrap CV 79, alpha = (3000, 2, 5), R^2 train: 0.612, R^2 test: -0.026 Bootstrap CV 79, alpha = (3000, 2, 7), R^2 train: 0.511, R^2 test: -0.023 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.930, Explained Variance Score Train: 0.511 AUC Validation: 0.504, Explained Variance Score Validation: -0.019 AUC Test: 0.599, Explained Variance Score Test: 0.015 Bootstrap CV 69, alpha = (3000, 2, 1), R^2 train: 0.860, R^2 test: -0.051 Bootstrap CV 69, alpha = (3000, 2, 2), R^2 train: 0.774, R^2 test: -0.093 Bootstrap CV 69, alpha = (3000, 2, 5), R^2 train: 0.571, R^2 test: -0.050 Bootstrap CV 69, alpha = (3000, 2, 7), R^2 train: 0.481, R^2 test: -0.051 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.937, Explained Variance Score Train: 0.481 AUC Validation: 0.562, Explained Variance Score Validation: -0.028 AUC Test: 0.639, Explained Variance Score Test: 0.047 Bootstrap CV 64, alpha = (3000, 2, 1), R^2 train: 0.847, R^2 test: -0.044 Bootstrap CV 64, alpha = (3000, 2, 2), R^2 train: 0.724, R^2 test: -0.075 Bootstrap CV 64, alpha = (3000, 2, 5), R^2 train: 0.507, R^2 test: -0.036 Bootstrap CV 64, alpha = (3000, 2, 7), R^2 train: 0.422, R^2 test: -0.027 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.955, Explained Variance Score Train: 0.422 AUC Validation: 0.501, Explained Variance Score Validation: -0.027 AUC Test: 0.565, Explained Variance Score Test: -0.008 Bootstrap CV 76, alpha = (3000, 2, 1), R^2 train: 0.872, R^2 test: 0.023 Bootstrap CV 76, alpha = (3000, 2, 2), R^2 train: 0.811, R^2 test: -0.007 Bootstrap CV 76, alpha = (3000, 2, 5), R^2 train: 0.615, R^2 test: -0.061 Bootstrap CV 76, alpha = (3000, 2, 7), R^2 train: 0.523, R^2 test: -0.064 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.994, Explained Variance Score Train: 0.811 AUC Validation: 0.650, Explained Variance Score Validation: -0.005 AUC Test: 0.593, Explained Variance Score Test: 0.026 Bootstrap CV 71, alpha = (3000, 2, 1), R^2 train: 0.859, R^2 test: -0.062 Bootstrap CV 71, alpha = (3000, 2, 2), R^2 train: 0.801, R^2 test: -0.033 Bootstrap CV 71, alpha = (3000, 2, 5), R^2 train: 0.602, R^2 test: 0.003 Bootstrap CV 71, alpha = (3000, 2, 7), R^2 train: 0.504, R^2 test: 0.013 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.958, Explained Variance Score Train: 0.602 AUC Validation: 0.530, Explained Variance Score Validation: 0.005 AUC Test: 0.595, Explained Variance Score Test: 0.040 Bootstrap CV 74, alpha = (3000, 2, 1), R^2 train: 0.848, R^2 test: 0.091 Bootstrap CV 74, alpha = (3000, 2, 2), R^2 train: 0.756, R^2 test: 0.084 Bootstrap CV 74, alpha = (3000, 2, 5), R^2 train: 0.542, R^2 test: 0.093 Bootstrap CV 74, alpha = (3000, 2, 7), R^2 train: 0.446, R^2 test: 0.096 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.922, Explained Variance Score Train: 0.446 AUC Validation: 0.709, Explained Variance Score Validation: 0.103 AUC Test: 0.538, Explained Variance Score Test: -0.045 Bootstrap CV 66, alpha = (3000, 2, 1), R^2 train: 0.843, R^2 test: -0.094 Bootstrap CV 66, alpha = (3000, 2, 2), R^2 train: 0.735, R^2 test: -0.106 Bootstrap CV 66, alpha = (3000, 2, 5), R^2 train: 0.528, R^2 test: -0.057 Bootstrap CV 66, alpha = (3000, 2, 7), R^2 train: 0.442, R^2 test: -0.051 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.946, Explained Variance Score Train: 0.442 AUC Validation: 0.520, Explained Variance Score Validation: -0.018 AUC Test: 0.520, Explained Variance Score Test: -0.017 Bootstrap CV 65, alpha = (3000, 2, 1), R^2 train: 0.857, R^2 test: -0.039 Bootstrap CV 65, alpha = (3000, 2, 2), R^2 train: 0.765, R^2 test: -0.048 Bootstrap CV 65, alpha = (3000, 2, 5), R^2 train: 0.544, R^2 test: -0.010 Bootstrap CV 65, alpha = (3000, 2, 7), R^2 train: 0.456, R^2 test: 0.006 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.963, Explained Variance Score Train: 0.456 AUC Validation: 0.545, Explained Variance Score Validation: 0.009 AUC Test: 0.634, Explained Variance Score Test: 0.053 Bootstrap CV 68, alpha = (3000, 2, 1), R^2 train: 0.857, R^2 test: 0.041 Bootstrap CV 68, alpha = (3000, 2, 2), R^2 train: 0.795, R^2 test: 0.052 Bootstrap CV 68, alpha = (3000, 2, 5), R^2 train: 0.592, R^2 test: 0.065 Bootstrap CV 68, alpha = (3000, 2, 7), R^2 train: 0.499, R^2 test: 0.065 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.993, Explained Variance Score Train: 0.857 AUC Validation: 0.663, Explained Variance Score Validation: 0.044 AUC Test: 0.595, Explained Variance Score Test: -0.011 Bootstrap CV 73, alpha = (3000, 2, 1), R^2 train: 0.857, R^2 test: -0.004 Bootstrap CV 73, alpha = (3000, 2, 2), R^2 train: 0.808, R^2 test: 0.003 Bootstrap CV 73, alpha = (3000, 2, 5), R^2 train: 0.610, R^2 test: 0.024 Bootstrap CV 73, alpha = (3000, 2, 7), R^2 train: 0.512, R^2 test: 0.035 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.942, Explained Variance Score Train: 0.512 AUC Validation: 0.575, Explained Variance Score Validation: 0.035 AUC Test: 0.560, Explained Variance Score Test: -0.004 Bootstrap CV 72, alpha = (3000, 2, 1), R^2 train: 0.858, R^2 test: -0.173 Bootstrap CV 72, alpha = (3000, 2, 2), R^2 train: 0.795, R^2 test: -0.107 Bootstrap CV 72, alpha = (3000, 2, 5), R^2 train: 0.630, R^2 test: -0.032 Bootstrap CV 72, alpha = (3000, 2, 7), R^2 train: 0.539, R^2 test: -0.023 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.990, Explained Variance Score Train: 0.795 AUC Validation: 0.495, Explained Variance Score Validation: -0.102 AUC Test: 0.577, Explained Variance Score Test: -0.018 Bootstrap CV 78, alpha = (3000, 2, 1), R^2 train: 0.871, R^2 test: -0.101 Bootstrap CV 78, alpha = (3000, 2, 2), R^2 train: 0.811, R^2 test: -0.101 Bootstrap CV 78, alpha = (3000, 2, 5), R^2 train: 0.647, R^2 test: -0.119 Bootstrap CV 78, alpha = (3000, 2, 7), R^2 train: 0.561, R^2 test: -0.112 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.932, Explained Variance Score Train: 0.561 AUC Validation: 0.461, Explained Variance Score Validation: -0.099 AUC Test: 0.569, Explained Variance Score Test: 0.039 Running batch 6 of 7 with 16 nodes Bootstrap CV 91, alpha = (3000, 2, 1), R^2 train: 0.852, R^2 test: 0.003 Bootstrap CV 91, alpha = (3000, 2, 2), R^2 train: 0.769, R^2 test: 0.016 Bootstrap CV 91, alpha = (3000, 2, 5), R^2 train: 0.571, R^2 test: 0.036 Bootstrap CV 91, alpha = (3000, 2, 7), R^2 train: 0.474, R^2 test: 0.037 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.947, Explained Variance Score Train: 0.474 AUC Validation: 0.613, Explained Variance Score Validation: 0.038 AUC Test: 0.582, Explained Variance Score Test: -0.026 Bootstrap CV 89, alpha = (3000, 2, 1), R^2 train: 0.872, R^2 test: -0.282 Bootstrap CV 89, alpha = (3000, 2, 2), R^2 train: 0.799, R^2 test: -0.358 Bootstrap CV 89, alpha = (3000, 2, 5), R^2 train: 0.624, R^2 test: -0.235 Bootstrap CV 89, alpha = (3000, 2, 7), R^2 train: 0.542, R^2 test: -0.214 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.937, Explained Variance Score Train: 0.542 AUC Validation: 0.487, Explained Variance Score Validation: -0.186 AUC Test: 0.610, Explained Variance Score Test: 0.034 Bootstrap CV 90, alpha = (3000, 2, 1), R^2 train: 0.864, R^2 test: -0.190 Bootstrap CV 90, alpha = (3000, 2, 2), R^2 train: 0.794, R^2 test: -0.131 Bootstrap CV 90, alpha = (3000, 2, 5), R^2 train: 0.599, R^2 test: -0.096 Bootstrap CV 90, alpha = (3000, 2, 7), R^2 train: 0.510, R^2 test: -0.086 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.962, Explained Variance Score Train: 0.599 AUC Validation: 0.647, Explained Variance Score Validation: -0.039 AUC Test: 0.586, Explained Variance Score Test: -0.022 Bootstrap CV 84, alpha = (3000, 2, 1), R^2 train: 0.871, R^2 test: 0.012 Bootstrap CV 84, alpha = (3000, 2, 2), R^2 train: 0.824, R^2 test: 0.035 Bootstrap CV 84, alpha = (3000, 2, 5), R^2 train: 0.653, R^2 test: 0.035 Bootstrap CV 84, alpha = (3000, 2, 7), R^2 train: 0.562, R^2 test: 0.031 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.943, Explained Variance Score Train: 0.563 AUC Validation: 0.639, Explained Variance Score Validation: 0.031 AUC Test: 0.600, Explained Variance Score Test: 0.001 Bootstrap CV 87, alpha = (3000, 2, 1), R^2 train: 0.856, R^2 test: -0.139 Bootstrap CV 87, alpha = (3000, 2, 2), R^2 train: 0.778, R^2 test: -0.112 Bootstrap CV 87, alpha = (3000, 2, 5), R^2 train: 0.582, R^2 test: -0.116 Bootstrap CV 87, alpha = (3000, 2, 7), R^2 train: 0.494, R^2 test: -0.116 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.983, Explained Variance Score Train: 0.778 AUC Validation: 0.549, Explained Variance Score Validation: -0.098 AUC Test: 0.614, Explained Variance Score Test: -0.025 Bootstrap CV 80, alpha = (3000, 2, 1), R^2 train: 0.866, R^2 test: -0.104 Bootstrap CV 80, alpha = (3000, 2, 2), R^2 train: 0.768, R^2 test: -0.110 Bootstrap CV 80, alpha = (3000, 2, 5), R^2 train: 0.574, R^2 test: -0.028 Bootstrap CV 80, alpha = (3000, 2, 7), R^2 train: 0.484, R^2 test: 0.003 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.947, Explained Variance Score Train: 0.484 AUC Validation: 0.594, Explained Variance Score Validation: 0.032 AUC Test: 0.630, Explained Variance Score Test: 0.030 Bootstrap CV 83, alpha = (3000, 2, 1), R^2 train: 0.860, R^2 test: -0.080 Bootstrap CV 83, alpha = (3000, 2, 2), R^2 train: 0.806, R^2 test: -0.075 Bootstrap CV 83, alpha = (3000, 2, 5), R^2 train: 0.609, R^2 test: -0.108 Bootstrap CV 83, alpha = (3000, 2, 7), R^2 train: 0.514, R^2 test: -0.106 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.924, Explained Variance Score Train: 0.514 AUC Validation: 0.486, Explained Variance Score Validation: -0.099 AUC Test: 0.587, Explained Variance Score Test: 0.001 Bootstrap CV 85, alpha = (3000, 2, 1), R^2 train: 0.858, R^2 test: -0.007 Bootstrap CV 85, alpha = (3000, 2, 2), R^2 train: 0.798, R^2 test: 0.004 Bootstrap CV 85, alpha = (3000, 2, 5), R^2 train: 0.605, R^2 test: 0.017 Bootstrap CV 85, alpha = (3000, 2, 7), R^2 train: 0.512, R^2 test: 0.015 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.933, Explained Variance Score Train: 0.512 AUC Validation: 0.623, Explained Variance Score Validation: 0.044 AUC Test: 0.629, Explained Variance Score Test: 0.030 Bootstrap CV 86, alpha = (3000, 2, 1), R^2 train: 0.854, R^2 test: 0.007 Bootstrap CV 86, alpha = (3000, 2, 2), R^2 train: 0.782, R^2 test: 0.001 Bootstrap CV 86, alpha = (3000, 2, 5), R^2 train: 0.581, R^2 test: 0.007 Bootstrap CV 86, alpha = (3000, 2, 7), R^2 train: 0.490, R^2 test: 0.010 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.970, Explained Variance Score Train: 0.490 AUC Validation: 0.570, Explained Variance Score Validation: 0.016 AUC Test: 0.586, Explained Variance Score Test: 0.017 Bootstrap CV 81, alpha = (3000, 2, 1), R^2 train: 0.858, R^2 test: -0.072 Bootstrap CV 81, alpha = (3000, 2, 2), R^2 train: 0.811, R^2 test: -0.061 Bootstrap CV 81, alpha = (3000, 2, 5), R^2 train: 0.636, R^2 test: -0.028 Bootstrap CV 81, alpha = (3000, 2, 7), R^2 train: 0.540, R^2 test: -0.010 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.946, Explained Variance Score Train: 0.540 AUC Validation: 0.543, Explained Variance Score Validation: 0.003 AUC Test: 0.576, Explained Variance Score Test: 0.019 Bootstrap CV 92, alpha = (3000, 2, 1), R^2 train: 0.852, R^2 test: -0.084 Bootstrap CV 92, alpha = (3000, 2, 2), R^2 train: 0.775, R^2 test: -0.037 Bootstrap CV 92, alpha = (3000, 2, 5), R^2 train: 0.586, R^2 test: 0.001 Bootstrap CV 92, alpha = (3000, 2, 7), R^2 train: 0.495, R^2 test: -0.018 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.948, Explained Variance Score Train: 0.495 AUC Validation: 0.599, Explained Variance Score Validation: -0.018 AUC Test: 0.501, Explained Variance Score Test: -0.050 Bootstrap CV 88, alpha = (3000, 2, 1), R^2 train: 0.867, R^2 test: -0.068 Bootstrap CV 88, alpha = (3000, 2, 2), R^2 train: 0.808, R^2 test: -0.050 Bootstrap CV 88, alpha = (3000, 2, 5), R^2 train: 0.614, R^2 test: -0.031 Bootstrap CV 88, alpha = (3000, 2, 7), R^2 train: 0.523, R^2 test: -0.019 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.920, Explained Variance Score Train: 0.523 AUC Validation: 0.500, Explained Variance Score Validation: -0.019 AUC Test: 0.625, Explained Variance Score Test: 0.007 Bootstrap CV 82, alpha = (3000, 2, 1), R^2 train: 0.851, R^2 test: -0.024 Bootstrap CV 82, alpha = (3000, 2, 2), R^2 train: 0.794, R^2 test: -0.033 Bootstrap CV 82, alpha = (3000, 2, 5), R^2 train: 0.604, R^2 test: -0.036 Bootstrap CV 82, alpha = (3000, 2, 7), R^2 train: 0.506, R^2 test: -0.021 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.893, Explained Variance Score Train: 0.506 AUC Validation: 0.572, Explained Variance Score Validation: -0.013 AUC Test: 0.520, Explained Variance Score Test: -0.018 Bootstrap CV 95, alpha = (3000, 2, 1), R^2 train: 0.843, R^2 test: -0.075 Bootstrap CV 95, alpha = (3000, 2, 2), R^2 train: 0.746, R^2 test: -0.029 Bootstrap CV 95, alpha = (3000, 2, 5), R^2 train: 0.508, R^2 test: 0.036 Bootstrap CV 95, alpha = (3000, 2, 7), R^2 train: 0.423, R^2 test: 0.065 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.927, Explained Variance Score Train: 0.423 AUC Validation: 0.685, Explained Variance Score Validation: 0.065 AUC Test: 0.620, Explained Variance Score Test: 0.010 Bootstrap CV 93, alpha = (3000, 2, 1), R^2 train: 0.851, R^2 test: -0.028 Bootstrap CV 93, alpha = (3000, 2, 2), R^2 train: 0.783, R^2 test: 0.018 Bootstrap CV 93, alpha = (3000, 2, 5), R^2 train: 0.578, R^2 test: 0.032 Bootstrap CV 93, alpha = (3000, 2, 7), R^2 train: 0.478, R^2 test: 0.016 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.908, Explained Variance Score Train: 0.478 AUC Validation: 0.600, Explained Variance Score Validation: 0.021 AUC Test: 0.585, Explained Variance Score Test: -0.024 Bootstrap CV 94, alpha = (3000, 2, 1), R^2 train: 0.857, R^2 test: -0.098 Bootstrap CV 94, alpha = (3000, 2, 2), R^2 train: 0.784, R^2 test: -0.071 Bootstrap CV 94, alpha = (3000, 2, 5), R^2 train: 0.577, R^2 test: -0.026 Bootstrap CV 94, alpha = (3000, 2, 7), R^2 train: 0.474, R^2 test: -0.012 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.934, Explained Variance Score Train: 0.577 AUC Validation: 0.621, Explained Variance Score Validation: -0.020 AUC Test: 0.589, Explained Variance Score Test: 0.004 Running batch 7 of 7 with 4 nodes Bootstrap CV 97, alpha = (3000, 2, 1), R^2 train: 0.850, R^2 test: -0.189 Bootstrap CV 97, alpha = (3000, 2, 2), R^2 train: 0.762, R^2 test: -0.106 Bootstrap CV 97, alpha = (3000, 2, 5), R^2 train: 0.562, R^2 test: -0.037 Bootstrap CV 97, alpha = (3000, 2, 7), R^2 train: 0.478, R^2 test: -0.033 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.951, Explained Variance Score Train: 0.478 AUC Validation: 0.617, Explained Variance Score Validation: -0.008 AUC Test: 0.584, Explained Variance Score Test: -0.006 Bootstrap CV 96, alpha = (3000, 2, 1), R^2 train: 0.848, R^2 test: 0.120 Bootstrap CV 96, alpha = (3000, 2, 2), R^2 train: 0.782, R^2 test: 0.088 Bootstrap CV 96, alpha = (3000, 2, 5), R^2 train: 0.594, R^2 test: 0.014 Bootstrap CV 96, alpha = (3000, 2, 7), R^2 train: 0.504, R^2 test: 0.014 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.948, Explained Variance Score Train: 0.504 AUC Validation: 0.660, Explained Variance Score Validation: 0.017 AUC Test: 0.626, Explained Variance Score Test: 0.058 Bootstrap CV 99, alpha = (3000, 2, 1), R^2 train: 0.875, R^2 test: 0.050 Bootstrap CV 99, alpha = (3000, 2, 2), R^2 train: 0.823, R^2 test: 0.034 Bootstrap CV 99, alpha = (3000, 2, 5), R^2 train: 0.648, R^2 test: 0.038 Bootstrap CV 99, alpha = (3000, 2, 7), R^2 train: 0.552, R^2 test: 0.041 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.927, Explained Variance Score Train: 0.553 AUC Validation: 0.656, Explained Variance Score Validation: 0.042 AUC Test: 0.630, Explained Variance Score Test: -0.035 Bootstrap CV 98, alpha = (3000, 2, 1), R^2 train: 0.848, R^2 test: -0.156 Bootstrap CV 98, alpha = (3000, 2, 2), R^2 train: 0.778, R^2 test: -0.130 Bootstrap CV 98, alpha = (3000, 2, 5), R^2 train: 0.558, R^2 test: -0.088 Bootstrap CV 98, alpha = (3000, 2, 7), R^2 train: 0.461, R^2 test: -0.058 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.946, Explained Variance Score Train: 0.461 AUC Validation: 0.485, Explained Variance Score Validation: -0.044 AUC Test: 0.566, Explained Variance Score Test: 0.008 total Variables 254 and total subjects: 1751 ->AUC validation: 0.578 95% CI: [0.566 , 0.591] ->AUC test: 0.586 95% CI: [0.579 , 0.593] ->R^2 validation: -0.009 95% CI: [-0.022 , 0.004] ->R^2 test: 0.004 95% CI: [-0.001 , 0.010] ->Explained Variance validation: -0.020 95% CI: [-0.034 , -0.007] ->Explained Variance test: -0.000 95% CI: [-0.006 , 0.006] Test set metrics: @threshold:0.888, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:0.779, sens:0.012, spec:0.996, ppv:0.500, acc:0.763, f1:0.024, mcc:0.054, total+:2, total-:348 @threshold:0.681, sens:0.060, spec:0.993, ppv:0.714, acc:0.771, f1:0.111, mcc:0.092, total+:7, total-:343 @threshold:0.668, sens:0.072, spec:0.989, ppv:0.667, acc:0.771, f1:0.130, mcc:0.063, total+:9, total-:341 @threshold:0.668, sens:0.072, spec:0.985, ppv:0.600, acc:0.769, f1:0.129, mcc:0.042, total+:10, total-:340 @threshold:0.596, sens:0.084, spec:0.970, ppv:0.467, acc:0.760, f1:0.143, mcc:0.016, total+:15, total-:335 @threshold:0.580, sens:0.096, spec:0.966, ppv:0.471, acc:0.760, f1:0.160, mcc:0.016, total+:17, total-:333 @threshold:0.573, sens:0.108, spec:0.966, ppv:0.500, acc:0.763, f1:0.178, mcc:0.018, total+:18, total-:332 @threshold:0.557, sens:0.120, spec:0.963, ppv:0.500, acc:0.763, f1:0.194, mcc:0.018, total+:20, total-:330 @threshold:0.529, sens:0.133, spec:0.951, ppv:0.458, acc:0.757, f1:0.206, mcc:0.013, total+:24, total-:326 @threshold:0.528, sens:0.133, spec:0.948, ppv:0.440, acc:0.754, f1:0.204, mcc:0.011, total+:25, total-:325 @threshold:0.519, sens:0.145, spec:0.940, ppv:0.429, acc:0.751, f1:0.216, mcc:0.010, total+:28, total-:322 @threshold:0.489, sens:0.169, spec:0.936, ppv:0.452, acc:0.754, f1:0.246, mcc:0.011, total+:31, total-:319 @threshold:0.475, sens:0.181, spec:0.929, ppv:0.441, acc:0.751, f1:0.256, mcc:0.010, total+:34, total-:316 @threshold:0.472, sens:0.193, spec:0.925, ppv:0.444, acc:0.751, f1:0.269, mcc:0.010, total+:36, total-:314 @threshold:0.469, sens:0.205, spec:0.925, ppv:0.459, acc:0.754, f1:0.283, mcc:0.011, total+:37, total-:313 @threshold:0.462, sens:0.205, spec:0.921, ppv:0.447, acc:0.751, f1:0.281, mcc:0.010, total+:38, total-:312 @threshold:0.458, sens:0.217, spec:0.921, ppv:0.462, acc:0.754, f1:0.295, mcc:0.010, total+:39, total-:311 @threshold:0.454, sens:0.229, spec:0.918, ppv:0.463, acc:0.754, f1:0.306, mcc:0.010, total+:41, total-:309 @threshold:0.448, sens:0.241, spec:0.914, ppv:0.465, acc:0.754, f1:0.317, mcc:0.010, total+:43, total-:307 @threshold:0.446, sens:0.241, spec:0.910, ppv:0.455, acc:0.751, f1:0.315, mcc:0.009, total+:44, total-:306 @threshold:0.414, sens:0.253, spec:0.873, ppv:0.382, acc:0.726, f1:0.304, mcc:0.005, total+:55, total-:295 @threshold:0.412, sens:0.253, spec:0.869, ppv:0.375, acc:0.723, f1:0.302, mcc:0.005, total+:56, total-:294 @threshold:0.402, sens:0.265, spec:0.861, ppv:0.373, acc:0.720, f1:0.310, mcc:0.005, total+:59, total-:291 @threshold:0.400, sens:0.265, spec:0.858, ppv:0.367, acc:0.717, f1:0.308, mcc:0.004, total+:60, total-:290 @threshold:0.376, sens:0.277, spec:0.846, ppv:0.359, acc:0.711, f1:0.313, mcc:0.004, total+:64, total-:286 @threshold:0.368, sens:0.289, spec:0.843, ppv:0.364, acc:0.711, f1:0.322, mcc:0.004, total+:66, total-:284 @threshold:0.357, sens:0.301, spec:0.820, ppv:0.342, acc:0.697, f1:0.321, mcc:0.003, total+:73, total-:277 @threshold:0.350, sens:0.337, spec:0.816, ppv:0.364, acc:0.703, f1:0.350, mcc:0.004, total+:77, total-:273 @threshold:0.344, sens:0.349, spec:0.816, ppv:0.372, acc:0.706, f1:0.360, mcc:0.004, total+:78, total-:272 @threshold:0.344, sens:0.349, spec:0.813, ppv:0.367, acc:0.703, f1:0.358, mcc:0.004, total+:79, total-:271 @threshold:0.268, sens:0.361, spec:0.734, ppv:0.297, acc:0.646, f1:0.326, mcc:0.002, total+:101, total-:249 @threshold:0.262, sens:0.361, spec:0.730, ppv:0.294, acc:0.643, f1:0.324, mcc:0.002, total+:102, total-:248 @threshold:0.259, sens:0.373, spec:0.730, ppv:0.301, acc:0.646, f1:0.333, mcc:0.002, total+:103, total-:247 @threshold:0.254, sens:0.386, spec:0.727, ppv:0.305, acc:0.646, f1:0.340, mcc:0.002, total+:105, total-:245 @threshold:0.252, sens:0.398, spec:0.727, ppv:0.311, acc:0.649, f1:0.349, mcc:0.002, total+:106, total-:244 @threshold:0.249, sens:0.398, spec:0.723, ppv:0.308, acc:0.646, f1:0.347, mcc:0.002, total+:107, total-:243 @threshold:0.245, sens:0.410, spec:0.719, ppv:0.312, acc:0.646, f1:0.354, mcc:0.002, total+:109, total-:241 @threshold:0.240, sens:0.410, spec:0.715, ppv:0.309, acc:0.643, f1:0.352, mcc:0.002, total+:110, total-:240 @threshold:0.233, sens:0.422, spec:0.708, ppv:0.310, acc:0.640, f1:0.357, mcc:0.002, total+:113, total-:237 @threshold:0.232, sens:0.422, spec:0.704, ppv:0.307, acc:0.637, f1:0.355, mcc:0.002, total+:114, total-:236 @threshold:0.230, sens:0.434, spec:0.693, ppv:0.305, acc:0.631, f1:0.358, mcc:0.002, total+:118, total-:232 @threshold:0.228, sens:0.434, spec:0.689, ppv:0.303, acc:0.629, f1:0.356, mcc:0.002, total+:119, total-:231 @threshold:0.224, sens:0.446, spec:0.682, ppv:0.303, acc:0.626, f1:0.361, mcc:0.002, total+:122, total-:228 @threshold:0.222, sens:0.458, spec:0.678, ppv:0.306, acc:0.626, f1:0.367, mcc:0.002, total+:124, total-:226 @threshold:0.217, sens:0.470, spec:0.674, ppv:0.310, acc:0.626, f1:0.373, mcc:0.002, total+:126, total-:224 @threshold:0.217, sens:0.470, spec:0.670, ppv:0.307, acc:0.623, f1:0.371, mcc:0.002, total+:127, total-:223 @threshold:0.215, sens:0.482, spec:0.670, ppv:0.312, acc:0.626, f1:0.379, mcc:0.002, total+:128, total-:222 @threshold:0.214, sens:0.482, spec:0.667, ppv:0.310, acc:0.623, f1:0.377, mcc:0.002, total+:129, total-:221 @threshold:0.209, sens:0.494, spec:0.655, ppv:0.308, acc:0.617, f1:0.380, mcc:0.002, total+:133, total-:217 @threshold:0.206, sens:0.494, spec:0.652, ppv:0.306, acc:0.614, f1:0.378, mcc:0.002, total+:134, total-:216 @threshold:0.202, sens:0.506, spec:0.640, ppv:0.304, acc:0.609, f1:0.380, mcc:0.002, total+:138, total-:212 @threshold:0.193, sens:0.530, spec:0.637, ppv:0.312, acc:0.611, f1:0.393, mcc:0.002, total+:141, total-:209 @threshold:0.191, sens:0.542, spec:0.637, ppv:0.317, acc:0.614, f1:0.400, mcc:0.002, total+:142, total-:208 @threshold:0.189, sens:0.542, spec:0.633, ppv:0.315, acc:0.611, f1:0.398, mcc:0.002, total+:143, total-:207 @threshold:0.176, sens:0.554, spec:0.614, ppv:0.309, acc:0.600, f1:0.397, mcc:0.002, total+:149, total-:201 @threshold:0.176, sens:0.554, spec:0.610, ppv:0.307, acc:0.597, f1:0.395, mcc:0.002, total+:150, total-:200 @threshold:0.175, sens:0.566, spec:0.610, ppv:0.311, acc:0.600, f1:0.402, mcc:0.002, total+:151, total-:199 @threshold:0.173, sens:0.566, spec:0.607, ppv:0.309, acc:0.597, f1:0.400, mcc:0.002, total+:152, total-:198 @threshold:0.172, sens:0.578, spec:0.607, ppv:0.314, acc:0.600, f1:0.407, mcc:0.002, total+:153, total-:197 @threshold:0.168, sens:0.578, spec:0.603, ppv:0.312, acc:0.597, f1:0.405, mcc:0.002, total+:154, total-:196 @threshold:0.163, sens:0.590, spec:0.592, ppv:0.310, acc:0.591, f1:0.407, mcc:0.002, total+:158, total-:192 @threshold:0.163, sens:0.590, spec:0.588, ppv:0.308, acc:0.589, f1:0.405, mcc:0.002, total+:159, total-:191 @threshold:0.153, sens:0.602, spec:0.562, ppv:0.299, acc:0.571, f1:0.400, mcc:0.002, total+:167, total-:183 @threshold:0.149, sens:0.602, spec:0.558, ppv:0.298, acc:0.569, f1:0.398, mcc:0.002, total+:168, total-:182 @threshold:0.145, sens:0.614, spec:0.554, ppv:0.300, acc:0.569, f1:0.403, mcc:0.002, total+:170, total-:180 @threshold:0.142, sens:0.614, spec:0.551, ppv:0.298, acc:0.566, f1:0.402, mcc:0.002, total+:171, total-:179 @threshold:0.139, sens:0.627, spec:0.547, ppv:0.301, acc:0.566, f1:0.406, mcc:0.002, total+:173, total-:177 @threshold:0.131, sens:0.639, spec:0.543, ppv:0.303, acc:0.566, f1:0.411, mcc:0.002, total+:175, total-:175 @threshold:0.128, sens:0.651, spec:0.539, ppv:0.305, acc:0.566, f1:0.415, mcc:0.002, total+:177, total-:173 @threshold:0.119, sens:0.663, spec:0.536, ppv:0.307, acc:0.566, f1:0.420, mcc:0.002, total+:179, total-:171 @threshold:0.094, sens:0.675, spec:0.502, ppv:0.296, acc:0.543, f1:0.412, mcc:0.002, total+:189, total-:161 @threshold:0.093, sens:0.675, spec:0.498, ppv:0.295, acc:0.540, f1:0.410, mcc:0.002, total+:190, total-:160 @threshold:0.093, sens:0.687, spec:0.491, ppv:0.295, acc:0.537, f1:0.413, mcc:0.002, total+:193, total-:157 @threshold:0.089, sens:0.687, spec:0.487, ppv:0.294, acc:0.534, f1:0.412, mcc:0.002, total+:194, total-:156 @threshold:0.081, sens:0.699, spec:0.479, ppv:0.294, acc:0.531, f1:0.414, mcc:0.002, total+:197, total-:153 @threshold:0.079, sens:0.699, spec:0.476, ppv:0.293, acc:0.529, f1:0.413, mcc:0.002, total+:198, total-:152 @threshold:0.077, sens:0.711, spec:0.468, ppv:0.294, acc:0.526, f1:0.415, mcc:0.002, total+:201, total-:149 @threshold:0.074, sens:0.711, spec:0.464, ppv:0.292, acc:0.523, f1:0.414, mcc:0.002, total+:202, total-:148 @threshold:0.066, sens:0.723, spec:0.453, ppv:0.291, acc:0.517, f1:0.415, mcc:0.002, total+:206, total-:144 @threshold:0.066, sens:0.723, spec:0.449, ppv:0.290, acc:0.514, f1:0.414, mcc:0.002, total+:207, total-:143 @threshold:0.065, sens:0.735, spec:0.449, ppv:0.293, acc:0.517, f1:0.419, mcc:0.002, total+:208, total-:142 @threshold:0.065, sens:0.735, spec:0.446, ppv:0.292, acc:0.514, f1:0.418, mcc:0.002, total+:209, total-:141 @threshold:0.046, sens:0.747, spec:0.427, ppv:0.288, acc:0.503, f1:0.416, mcc:0.002, total+:215, total-:135 @threshold:0.044, sens:0.759, spec:0.423, ppv:0.290, acc:0.503, f1:0.420, mcc:0.002, total+:217, total-:133 @threshold:0.018, sens:0.771, spec:0.375, ppv:0.277, acc:0.469, f1:0.408, mcc:0.001, total+:231, total-:119 @threshold:0.014, sens:0.771, spec:0.371, ppv:0.276, acc:0.466, f1:0.406, mcc:0.001, total+:232, total-:118 @threshold:0.003, sens:0.783, spec:0.367, ppv:0.278, acc:0.466, f1:0.410, mcc:0.001, total+:234, total-:116 @threshold:0.003, sens:0.783, spec:0.363, ppv:0.277, acc:0.463, f1:0.409, mcc:0.001, total+:235, total-:115 @threshold:-0.019, sens:0.795, spec:0.330, ppv:0.269, acc:0.440, f1:0.402, mcc:0.001, total+:245, total-:105 @threshold:-0.019, sens:0.795, spec:0.326, ppv:0.268, acc:0.437, f1:0.401, mcc:0.001, total+:246, total-:104 @threshold:-0.035, sens:0.807, spec:0.303, ppv:0.265, acc:0.423, f1:0.399, mcc:0.001, total+:253, total-:97 @threshold:-0.037, sens:0.807, spec:0.300, ppv:0.264, acc:0.420, f1:0.398, mcc:0.001, total+:254, total-:96 @threshold:-0.037, sens:0.819, spec:0.300, ppv:0.267, acc:0.423, f1:0.402, mcc:0.001, total+:255, total-:95 @threshold:-0.038, sens:0.819, spec:0.296, ppv:0.266, acc:0.420, f1:0.401, mcc:0.001, total+:256, total-:94 @threshold:-0.060, sens:0.831, spec:0.255, ppv:0.257, acc:0.391, f1:0.393, mcc:0.001, total+:268, total-:82 @threshold:-0.061, sens:0.831, spec:0.251, ppv:0.257, acc:0.389, f1:0.392, mcc:0.001, total+:269, total-:81 @threshold:-0.062, sens:0.843, spec:0.251, ppv:0.259, acc:0.391, f1:0.397, mcc:0.001, total+:270, total-:80 @threshold:-0.064, sens:0.843, spec:0.247, ppv:0.258, acc:0.389, f1:0.395, mcc:0.001, total+:271, total-:79 @threshold:-0.110, sens:0.855, spec:0.172, ppv:0.243, acc:0.334, f1:0.379, mcc:0.000, total+:292, total-:58 @threshold:-0.112, sens:0.855, spec:0.169, ppv:0.242, acc:0.331, f1:0.378, mcc:0.000, total+:293, total-:57 @threshold:-0.114, sens:0.867, spec:0.169, ppv:0.245, acc:0.334, f1:0.382, mcc:0.001, total+:294, total-:56 @threshold:-0.117, sens:0.867, spec:0.165, ppv:0.244, acc:0.331, f1:0.381, mcc:0.000, total+:295, total-:55 @threshold:-0.130, sens:0.880, spec:0.157, ppv:0.245, acc:0.329, f1:0.383, mcc:0.001, total+:298, total-:52 @threshold:-0.133, sens:0.880, spec:0.154, ppv:0.244, acc:0.326, f1:0.382, mcc:0.001, total+:299, total-:51 @threshold:-0.148, sens:0.892, spec:0.127, ppv:0.241, acc:0.309, f1:0.379, mcc:0.000, total+:307, total-:43 @threshold:-0.151, sens:0.892, spec:0.124, ppv:0.240, acc:0.306, f1:0.379, mcc:0.000, total+:308, total-:42 @threshold:-0.155, sens:0.904, spec:0.124, ppv:0.243, acc:0.309, f1:0.383, mcc:0.000, total+:309, total-:41 @threshold:-0.158, sens:0.904, spec:0.120, ppv:0.242, acc:0.306, f1:0.382, mcc:0.000, total+:310, total-:40 @threshold:-0.159, sens:0.916, spec:0.116, ppv:0.244, acc:0.306, f1:0.385, mcc:0.001, total+:312, total-:38 @threshold:-0.174, sens:0.916, spec:0.112, ppv:0.243, acc:0.303, f1:0.384, mcc:0.001, total+:313, total-:37 @threshold:-0.174, sens:0.928, spec:0.112, ppv:0.245, acc:0.306, f1:0.388, mcc:0.001, total+:314, total-:36 @threshold:-0.184, sens:0.940, spec:0.109, ppv:0.247, acc:0.306, f1:0.391, mcc:0.001, total+:316, total-:34 @threshold:-0.197, sens:0.952, spec:0.105, ppv:0.248, acc:0.306, f1:0.394, mcc:0.001, total+:318, total-:32 @threshold:-0.200, sens:0.952, spec:0.101, ppv:0.248, acc:0.303, f1:0.393, mcc:0.001, total+:319, total-:31 @threshold:-0.205, sens:0.964, spec:0.090, ppv:0.248, acc:0.297, f1:0.394, mcc:0.001, total+:323, total-:27 @threshold:-0.218, sens:0.964, spec:0.086, ppv:0.247, acc:0.294, f1:0.393, mcc:0.001, total+:324, total-:26 @threshold:-0.219, sens:0.976, spec:0.086, ppv:0.249, acc:0.297, f1:0.397, mcc:0.001, total+:325, total-:25 @threshold:-0.222, sens:0.976, spec:0.082, ppv:0.248, acc:0.294, f1:0.396, mcc:0.001, total+:326, total-:24 @threshold:-0.323, sens:0.988, spec:0.037, ppv:0.242, acc:0.263, f1:0.389, mcc:0.001, total+:339, total-:11 @threshold:-0.329, sens:0.988, spec:0.034, ppv:0.241, acc:0.260, f1:0.388, mcc:0.001, total+:340, total-:10 @threshold:-0.432, sens:1.000, spec:0.004, ppv:0.238, acc:0.240, f1:0.384, mcc:0.002, total+:349, total-:1 MatDeliveryAge | coef 0.023 95% CI: [0.020 , 0.026] | OR_adj 1.023 [1.020 1.026] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.529 Correlated most with: MatDeliveryAge:1.000 Newborn Diagnosis:9ccs259:Unclassified:0.132 Number of Visits:0.107 Diagnosis:9ccs239:Superfic inj:0.080 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.067 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.066 Diagnosis:9ccs123:Influenza:0.062 Diagnosis:9ccs74:Ot mentl cnd:0.062 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.061 Diagnosis:9ccs90:Eye infectn:0.059 Number of Visits | coef 0.022 95% CI: [0.018 , 0.027] | OR_adj 1.022 [1.018 1.027] | occ: 1696 | OR_unadj: 0.956 [0.759 1.205] | indivs AUC:0.444 Correlated most with: Number of Visits:1.000 Diagnosis:9ccs126:Ot up rsp in:0.440 Diagnosis:9ccs7:Viral infect:0.408 Diagnosis:9ccs92:Otitis media:0.404 Diagnosis:9ccs257:Ot aftercare:0.371 Diagnosis:9ccs155:Other GI dx:0.323 Diagnosis:9ccs133:Oth low resp:0.321 Diagnosis:9ccs128:Asthma:0.320 Diagnosis:9ccs253:Allergy:0.299 Diagnosis:9ccs135:Intest infct:0.295 * Vital: HC-avg19to24 | coef 0.017 95% CI: [0.012 , 0.022] | OR_adj 1.017 [1.012 1.022] | occ: 933 | OR_unadj: 1.593 [1.247 2.034] | indivs AUC:0.601 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:0.085 Diagnosis:9ccs143:Abdom hernia:0.064 Diagnosis:9ccs251:Abdomnl pain:-0.056 Newborn Diagnosis:9ccs224:Ot perint dx:0.056 Diagnosis:9ccs137:Mouth dx:-0.054 Newborn Diagnosis:9ccs219:Low birth wt:-0.054 Diagnosis:9ccs59:Anemia:-0.054 Newborn Diagnosis:9ccs191:Amnios dx:0.052 Lab:297262 HEMOGLOBIN (HEMOCUE):0.051 Diagnosis:9ccs216:Nerv cong an:-0.051 Vital: HC-latest | coef 0.017 95% CI: [0.014 , 0.020] | OR_adj 1.017 [1.014 1.020] | occ: 1631 | OR_unadj: 1.158 [0.909 1.475] | indivs AUC:0.546 Correlated most with: Number of Visits:0.268 Diagnosis:9ccs126:Ot up rsp in:0.236 Diagnosis:9ccs257:Ot aftercare:0.193 Diagnosis:9ccs92:Otitis media:0.191 Diagnosis:9ccs10:Immuniz/scrn:0.188 Diagnosis:9ccs125:Bronchitis:0.168 Diagnosis:9ccs7:Viral infect:0.160 Diagnosis:9ccs128:Asthma:0.128 Diagnosis:9ccs135:Intest infct:0.113 Diagnosis:9ccs90:Eye infectn:0.110 Vital: HC-gain5to10 | coef 0.017 95% CI: [0.014 , 0.020] | OR_adj 1.017 [1.014 1.020] | occ: 1329 | OR_unadj: 0.973 [0.772 1.226] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs257:Ot aftercare:0.070 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.065 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.065 Diagnosis:9ccs154:Gastroent:-0.065 Newborn Diagnosis:9ccs0:No DX:0.060 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.054 Diagnosis:9ccs259:Unclassified:-0.051 MatDeliveryAge:-0.049 Diagnosis:9ccs2:Septicemia:-0.049 Diagnosis:9ccs197:Skin infectn:-0.047 * Vital: Ht-gain1to5 | coef 0.016 95% CI: [0.014 , 0.019] | OR_adj 1.017 [1.014 1.019] | occ: 1460 | OR_unadj: 0.762 [0.607 0.957] | indivs AUC:0.454 Correlated most with: Number of Visits:0.145 Diagnosis:9ccs126:Ot up rsp in:0.115 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.097 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.097 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.085 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.085 Lab:297275 STREP RAPID TEST (POCT):-0.080 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.075 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.074 Diagnosis:9ccs257:Ot aftercare:0.071 Vital: Temp-avg10to13 | coef 0.016 95% CI: [0.014 , 0.019] | OR_adj 1.016 [1.014 1.019] | occ: 1421 | OR_unadj: 1.209 [0.963 1.519] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs92:Otitis media:0.139 Diagnosis:9ccs126:Ot up rsp in:0.109 Number of Visits:0.096 Diagnosis:9ccs154:Gastroent:-0.081 Newborn Diagnosis:9ccs223:Birth trauma:0.067 Diagnosis:9ccs124:Tonsillitis:0.064 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.063 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.063 Diagnosis:9ccs4:Mycoses:0.062 Diagnosis:9ccs59:Anemia:-0.060 Vital: Ht Percentile-gain13to19 | coef 0.016 95% CI: [0.012 , 0.020] | OR_adj 1.016 [1.012 1.020] | occ: 832 | OR_unadj: 1.172 [0.894 1.536] | indivs AUC:0.476 Correlated most with: Diagnosis:9ccs244:Other injury:0.068 Newborn Diagnosis:9ccs191:Amnios dx:-0.067 Newborn Diagnosis:9ccs223:Birth trauma:-0.066 Diagnosis:9ccs259:Unclassified:0.064 Diagnosis:10ccs58:Ot nutrit dx:-0.051 Diagnosis:9ccs250:Nausea/vomit:0.049 Diagnosis:9ccs75:Hx mental dx:-0.049 Diagnosis:9ccs198:Ot infl skin:-0.049 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.046 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.045 * Vital: Ht-latest | coef 0.016 95% CI: [0.013 , 0.018] | OR_adj 1.016 [1.013 1.019] | occ: 1665 | OR_unadj: 1.383 [1.078 1.773] | indivs AUC:0.555 Correlated most with: Number of Visits:0.416 Diagnosis:9ccs126:Ot up rsp in:0.347 Diagnosis:9ccs10:Immuniz/scrn:0.289 Diagnosis:9ccs92:Otitis media:0.280 Diagnosis:9ccs7:Viral infect:0.183 Diagnosis:9ccs257:Ot aftercare:0.180 Diagnosis:9ccs135:Intest infct:0.160 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.146 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.145 Diagnosis:9ccs125:Bronchitis:0.140 * Vital: HC-gain0to24 | coef 0.015 95% CI: [0.012 , 0.019] | OR_adj 1.016 [1.012 1.019] | occ: 920 | OR_unadj: 1.672 [1.308 2.137] | indivs AUC:0.604 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:0.085 Diagnosis:9ccs251:Abdomnl pain:-0.057 Diagnosis:9ccs143:Abdom hernia:0.056 Newborn Diagnosis:9ccs224:Ot perint dx:0.056 Newborn Diagnosis:9ccs191:Amnios dx:0.053 Newborn Diagnosis:9ccs219:Low birth wt:-0.052 Diagnosis:9ccs137:Mouth dx:-0.052 Diagnosis:9ccs216:Nerv cong an:-0.051 Lab:297262 HEMOGLOBIN (HEMOCUE):0.051 Diagnosis:9ccs141:Ot dx stomch:-0.051 * Vital: Ht-avg1to3 | coef 0.015 95% CI: [0.012 , 0.018] | OR_adj 1.015 [1.012 1.018] | occ: 1374 | OR_unadj: 1.477 [1.174 1.858] | indivs AUC:0.528 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.290 Diagnosis:9ccs219:Low birth wt:-0.225 Newborn Diagnosis:9ccs221:Resp distres:-0.146 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.126 Newborn Diagnosis:9ccs256:Exam/eval:-0.108 Newborn Diagnosis:9ccs253:Allergy:-0.106 Newborn Diagnosis:9ccs222:Perint jaund:-0.099 Lab:297262 HEMOGLOBIN (HEMOCUE):0.095 Diagnosis:9ccs2:Septicemia:0.078 Diagnosis:9ccs8:Oth infectns:0.059 Vital: Temp-latest | coef 0.015 95% CI: [0.013 , 0.017] | OR_adj 1.015 [1.013 1.017] | occ: 1676 | OR_unadj: 1.157 [0.921 1.453] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:0.083 Diagnosis:9ccs124:Tonsillitis:0.081 Diagnosis:9ccs154:Gastroent:-0.079 Diagnosis:9ccs92:Otitis media:0.064 Diagnosis:9ccs126:Ot up rsp in:0.062 Diagnosis:9ccs151:Oth liver dx:-0.062 Diagnosis:9ccs239:Superfic inj:-0.059 Diagnosis:9ccs166:Oth male gen:-0.058 Diagnosis:9ccs96:Hrt valve dx:0.054 Diagnosis:9ccs91:Other eye dx:0.050 Vital: Ht-gain3to7 | coef 0.015 95% CI: [0.012 , 0.017] | OR_adj 1.015 [1.012 1.017] | occ: 1460 | OR_unadj: 1.123 [0.894 1.411] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs127:COPD:0.093 Diagnosis:9ccs92:Otitis media:0.080 Diagnosis:9ccs126:Ot up rsp in:0.078 Number of Visits:0.075 Diagnosis:9ccs212:Ot bone dx:0.072 Diagnosis:9ccs47:Ot bnign neo:-0.070 Diagnosis:9ccs200:Oth skin dx:-0.065 Diagnosis:9ccs113:Late eff CVD:0.065 Diagnosis:9ccs122:Pneumonia:0.064 Lab:297275 STREP RAPID TEST (POCT):0.062 * Vital: Ht-avg16to19 | coef 0.014 95% CI: [0.011 , 0.018] | OR_adj 1.014 [1.011 1.018] | occ: 1291 | OR_unadj: 1.538 [1.221 1.939] | indivs AUC:0.568 Correlated most with: Diagnosis:9ccs147:Anal/rectal:0.075 Newborn Diagnosis:9ccs219:Low birth wt:-0.072 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.069 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.069 Newborn Diagnosis:9ccs224:Ot perint dx:0.067 Diagnosis:9ccs251:Abdomnl pain:0.058 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.049 Newborn Diagnosis:9ccs259:Unclassified:-0.049 Diagnosis:9ccs95:Oth nerv dx:-0.049 Diagnosis:9ccs200:Oth skin dx:0.047 Vital: Temp-avg5to7 | coef 0.014 95% CI: [0.012 , 0.016] | OR_adj 1.014 [1.012 1.016] | occ: 1371 | OR_unadj: 1.070 [0.850 1.347] | indivs AUC:0.527 Correlated most with: Diagnosis:9ccs122:Pneumonia:0.081 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.072 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.072 Diagnosis:9ccs134:Ot uppr resp:0.071 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.068 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.068 Diagnosis:9ccs92:Otitis media:0.068 Number of Visits:0.063 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.060 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.060 Vital: Temp-avg19to24 | coef 0.014 95% CI: [0.012 , 0.016] | OR_adj 1.014 [1.012 1.016] | occ: 1411 | OR_unadj: 1.141 [0.859 1.515] | indivs AUC:0.484 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.128 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.127 Diagnosis:9ccs113:Late eff CVD:-0.094 Diagnosis:9ccs239:Superfic inj:-0.084 Diagnosis:9ccs10:Immuniz/scrn:-0.083 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.082 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.082 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.077 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.077 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.075 Vital: Temp-avg1to3 | coef 0.014 95% CI: [0.012 , 0.016] | OR_adj 1.014 [1.012 1.016] | occ: 1377 | OR_unadj: 1.065 [0.826 1.373] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs257:Ot aftercare:-0.106 Diagnosis:9ccs7:Viral infect:-0.100 Diagnosis:9ccs134:Ot uppr resp:0.086 Diagnosis:9ccs10:Immuniz/scrn:-0.086 Diagnosis:9ccs124:Tonsillitis:0.067 Newborn Diagnosis:9ccs223:Birth trauma:0.065 Diagnosis:9ccs255:Social admin:-0.064 Diagnosis:9ccs200:Oth skin dx:-0.061 Diagnosis:9ccs125:Bronchitis:-0.058 MatDeliveryAge:-0.055 Vital: Temp-avg7to10 | coef 0.014 95% CI: [0.011 , 0.016] | OR_adj 1.014 [1.011 1.016] | occ: 1385 | OR_unadj: 1.015 [0.714 1.445] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.219 Diagnosis:9ccs255:Social admin:-0.172 Diagnosis:9ccs257:Ot aftercare:-0.140 Diagnosis:9ccs7:Viral infect:-0.138 Diagnosis:9ccs126:Ot up rsp in:-0.136 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.089 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.087 Diagnosis:9ccs125:Bronchitis:-0.086 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.085 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.083 Vital: Ht-gain13to19 | coef 0.014 95% CI: [0.012 , 0.015] | OR_adj 1.014 [1.012 1.015] | occ: 1399 | OR_unadj: 1.182 [0.941 1.485] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs243:Poisn nonmed:0.062 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.052 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.049 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.049 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.045 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.045 Diagnosis:9ccs246:FUO:0.045 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.044 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.044 Newborn Diagnosis:9ccs223:Birth trauma:-0.042 * Vital: Ht-avg0to1 | coef 0.013 95% CI: [0.011 , 0.016] | OR_adj 1.013 [1.011 1.016] | occ: 1350 | OR_unadj: 1.413 [1.125 1.774] | indivs AUC:0.574 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.333 Diagnosis:9ccs219:Low birth wt:-0.286 Newborn Diagnosis:9ccs253:Allergy:-0.131 Newborn Diagnosis:9ccs221:Resp distres:-0.120 Lab:297262 HEMOGLOBIN (HEMOCUE):0.114 Newborn Diagnosis:9ccs222:Perint jaund:-0.114 Newborn Diagnosis:9ccs256:Exam/eval:-0.101 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.082 Lab:294203 BILIRUBIN TOTAL - LMC:-0.068 Diagnosis:9ccs117:Ot circul dx:-0.059 * Vital: HC-gain3to7 | coef 0.013 95% CI: [0.011 , 0.016] | OR_adj 1.013 [1.011 1.016] | occ: 1347 | OR_unadj: 1.370 [1.014 1.851] | indivs AUC:0.578 Correlated most with: Number of Visits:0.084 Diagnosis:9ccs92:Otitis media:0.061 Diagnosis:9ccs122:Pneumonia:0.057 Diagnosis:9ccs256:Exam/eval:-0.055 Diagnosis:9ccs240:Burns:0.054 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.053 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.053 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.050 Diagnosis:9ccs127:COPD:0.048 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.048 * Vital: Ht-avg19to24 | coef 0.013 95% CI: [0.010 , 0.016] | OR_adj 1.013 [1.010 1.016] | occ: 1391 | OR_unadj: 1.584 [1.262 1.987] | indivs AUC:0.584 Correlated most with: Diagnosis:9ccs242:Poisn ot med:-0.075 Diagnosis:9ccs127:COPD:0.072 Diagnosis:9ccs55:Fluid/elc dx:-0.071 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.066 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.065 Newborn Diagnosis:9ccs224:Ot perint dx:0.062 Newborn Diagnosis:9ccs219:Low birth wt:-0.061 Diagnosis:9ccs133:Oth low resp:0.061 Diagnosis:9ccs62:Coag/hemr dx:-0.060 Diagnosis:9ccs147:Anal/rectal:0.060 * Vital: Ht Percentile-avg16to19 | coef 0.013 95% CI: [0.009 , 0.017] | OR_adj 1.013 [1.009 1.017] | occ: 747 | OR_unadj: 1.399 [1.073 1.825] | indivs AUC:0.547 Correlated most with: Diagnosis:9ccs147:Anal/rectal:0.072 Diagnosis:9ccs223:Birth trauma:0.069 Diagnosis:9ccs208:Acq foot def:0.064 Diagnosis:9ccs239:Superfic inj:-0.061 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.060 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.060 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.059 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.059 Diagnosis:9ccs259:Unclassified:0.059 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.058 * Vital: HC-avg7to10 | coef 0.013 95% CI: [0.010 , 0.016] | OR_adj 1.013 [1.010 1.016] | occ: 1119 | OR_unadj: 1.386 [1.102 1.744] | indivs AUC:0.563 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.084 Lab:297262 HEMOGLOBIN (HEMOCUE):0.083 Diagnosis:9ccs75:Hx mental dx:0.073 Diagnosis:9ccs2603:E Codes: Fall:0.070 Diagnosis:9ccs209:Ot acq defor:0.061 Newborn Diagnosis:9ccs221:Resp distres:-0.058 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.057 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.057 Diagnosis:9ccs127:COPD:0.055 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.053 Vital: Temp-avg0to1 | coef 0.013 95% CI: [0.011 , 0.014] | OR_adj 1.013 [1.011 1.015] | occ: 1328 | OR_unadj: 1.360 [0.970 1.906] | indivs AUC:0.573 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.159 Diagnosis:9ccs255:Social admin:-0.118 Diagnosis:9ccs95:Oth nerv dx:-0.116 Diagnosis:9ccs76:Meningitis:-0.098 Diagnosis:9ccs7:Viral infect:-0.093 Diagnosis:9ccs166:Oth male gen:-0.083 Diagnosis:9ccs198:Ot infl skin:-0.076 Diagnosis:9ccs257:Ot aftercare:-0.074 Diagnosis:9ccs125:Bronchitis:-0.071 Diagnosis:9ccs128:Asthma:-0.068 Vital: Ht-gain16to24 | coef 0.012 95% CI: [0.010 , 0.014] | OR_adj 1.012 [1.010 1.014] | occ: 1442 | OR_unadj: 0.985 [0.700 1.387] | indivs AUC:0.536 Correlated most with: Number of Visits:-0.094 Diagnosis:9ccs55:Fluid/elc dx:-0.073 Diagnosis:9ccs126:Ot up rsp in:-0.059 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.054 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.053 Diagnosis:9ccs257:Ot aftercare:-0.053 Diagnosis:9ccs259:Unclassified:-0.052 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.052 Diagnosis:9ccs197:Skin infectn:-0.048 Diagnosis:9ccs135:Intest infct:-0.048 Vital: Temp-avg13to16 | coef 0.012 95% CI: [0.011 , 0.013] | OR_adj 1.012 [1.011 1.013] | occ: 1321 | OR_unadj: 1.104 [0.599 2.033] | indivs AUC:0.549 Correlated most with: Newborn Diagnosis:9ccs95:Oth nerv dx:-0.267 Number of Visits:-0.231 Diagnosis:9ccs255:Social admin:-0.178 Diagnosis:9ccs126:Ot up rsp in:-0.170 Diagnosis:9ccs10:Immuniz/scrn:-0.169 Diagnosis:9ccs257:Ot aftercare:-0.159 Diagnosis:9ccs7:Viral infect:-0.159 Diagnosis:9ccs90:Eye infectn:-0.129 Diagnosis:9ccs95:Oth nerv dx:-0.124 Diagnosis:9ccs244:Other injury:-0.119 Vital: Temp-avg3to5 | coef 0.012 95% CI: [0.010 , 0.013] | OR_adj 1.012 [1.010 1.013] | occ: 1345 | OR_unadj: 1.059 [0.839 1.337] | indivs AUC:0.533 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:-0.083 Diagnosis:9ccs7:Viral infect:-0.078 Diagnosis:9ccs155:Other GI dx:0.068 Newborn Diagnosis:9ccs213:Cardiac anom:-0.062 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.059 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.059 Newborn Diagnosis:9ccs0:No DX:-0.059 Diagnosis:9ccs256:Exam/eval:0.057 Diagnosis:9ccs258:Other screen:-0.054 Diagnosis:9ccs2:Septicemia:0.050 * Vital: Ht-gain0to24 | coef 0.012 95% CI: [0.009 , 0.014] | OR_adj 1.012 [1.009 1.014] | occ: 1385 | OR_unadj: 1.531 [1.220 1.920] | indivs AUC:0.572 Correlated most with: Diagnosis:9ccs242:Poisn ot med:-0.075 Diagnosis:9ccs127:COPD:0.070 Diagnosis:9ccs55:Fluid/elc dx:-0.070 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.066 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.065 Diagnosis:9ccs147:Anal/rectal:0.062 Newborn Diagnosis:9ccs224:Ot perint dx:0.062 Diagnosis:9ccs62:Coag/hemr dx:-0.060 Diagnosis:9ccs133:Oth low resp:0.059 Diagnosis:9ccs253:Allergy:0.058 * Vital: Ht-avg3to5 | coef 0.011 95% CI: [0.009 , 0.013] | OR_adj 1.011 [1.009 1.014] | occ: 1321 | OR_unadj: 1.312 [1.007 1.711] | indivs AUC:0.550 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.209 Diagnosis:9ccs219:Low birth wt:-0.174 Diagnosis:9ccs10:Immuniz/scrn:-0.152 Newborn Diagnosis:9ccs253:Allergy:-0.127 Diagnosis:9ccs255:Social admin:-0.111 Newborn Diagnosis:9ccs256:Exam/eval:-0.098 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.097 Newborn Diagnosis:9ccs222:Perint jaund:-0.090 Diagnosis:9ccs126:Ot up rsp in:-0.087 Newborn Diagnosis:9ccs221:Resp distres:-0.085 Vital: HC-avg3to5 | coef 0.011 95% CI: [0.009 , 0.014] | OR_adj 1.011 [1.009 1.014] | occ: 1164 | OR_unadj: 1.089 [0.860 1.379] | indivs AUC:0.511 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.154 Newborn Diagnosis:9ccs221:Resp distres:-0.100 Diagnosis:9ccs219:Low birth wt:-0.091 Lab:297262 HEMOGLOBIN (HEMOCUE):0.089 Newborn Diagnosis:9ccs224:Ot perint dx:0.079 Newborn Diagnosis:9ccs222:Perint jaund:-0.068 Newborn Diagnosis:9ccs253:Allergy:-0.068 Diagnosis:9ccs213:Cardiac anom:-0.065 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.065 Diagnosis:9ccs216:Nerv cong an:-0.063 Vital: HC-avg10to13 | coef 0.011 95% CI: [0.009 , 0.014] | OR_adj 1.011 [1.009 1.014] | occ: 1210 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.608 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.296 Number of Visits:-0.273 Diagnosis:9ccs255:Social admin:-0.264 Diagnosis:9ccs126:Ot up rsp in:-0.240 Diagnosis:9ccs7:Viral infect:-0.222 Diagnosis:9ccs257:Ot aftercare:-0.195 Diagnosis:9ccs92:Otitis media:-0.179 Diagnosis:9ccs125:Bronchitis:-0.138 Diagnosis:9ccs59:Anemia:-0.135 Diagnosis:9ccs135:Intest infct:-0.125 Vital: Ht-gain0to3 | coef 0.011 95% CI: [0.010 , 0.013] | OR_adj 1.011 [1.010 1.013] | occ: 1419 | OR_unadj: 1.156 [0.909 1.469] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs8:Oth infectns:0.072 Diagnosis:9ccs2:Septicemia:0.067 Diagnosis:9ccs216:Nerv cong an:-0.061 Diagnosis:9ccs140:Gastritis:0.052 Diagnosis:9ccs124:Tonsillitis:-0.051 Newborn Diagnosis:9ccs223:Birth trauma:0.051 Diagnosis:9ccs234:Crush injury:0.046 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.043 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.043 Number of Visits:0.042 Vital: HC-avg0to1 | coef 0.011 95% CI: [0.009 , 0.013] | OR_adj 1.011 [1.009 1.013] | occ: 1207 | OR_unadj: 1.069 [0.849 1.345] | indivs AUC:0.564 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.277 Diagnosis:9ccs219:Low birth wt:-0.224 Lab:297262 HEMOGLOBIN (HEMOCUE):0.123 Newborn Diagnosis:9ccs222:Perint jaund:-0.113 Diagnosis:9ccs205:Back problem:-0.092 Newborn Diagnosis:9ccs253:Allergy:-0.088 Newborn Diagnosis:9ccs224:Ot perint dx:0.079 Newborn Diagnosis:9ccs256:Exam/eval:-0.076 Newborn Diagnosis:9ccs221:Resp distres:-0.076 Lab:294203 BILIRUBIN TOTAL - LMC:-0.074 * Vital: HC-avg5to7 | coef 0.011 95% CI: [0.009 , 0.013] | OR_adj 1.011 [1.009 1.013] | occ: 1177 | OR_unadj: 1.779 [1.148 2.758] | indivs AUC:0.570 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.162 Diagnosis:9ccs3:Oth bact inf:-0.152 Diagnosis:9ccs255:Social admin:-0.137 Number of Visits:-0.136 Diagnosis:9ccs7:Viral infect:-0.123 Diagnosis:9ccs126:Ot up rsp in:-0.112 Diagnosis:9ccs247:Lymph enlarg:-0.101 Newborn Diagnosis:9ccs219:Low birth wt:-0.101 Diagnosis:9ccs92:Otitis media:-0.097 Newborn Diagnosis:9ccs222:Perint jaund:-0.087 Vital: Ht-gain7to13 | coef 0.011 95% CI: [0.010 , 0.012] | OR_adj 1.011 [1.010 1.012] | occ: 1476 | OR_unadj: 1.168 [0.864 1.580] | indivs AUC:0.536 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:0.069 Lab:292495 LEAD LEVEL - Sunrise:-0.063 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.063 Diagnosis:9ccs197:Skin infectn:0.055 Diagnosis:9ccs58:Ot nutrit dx:-0.052 Diagnosis:9ccs59:Anemia:0.052 Diagnosis:9ccs10:Immuniz/scrn:-0.050 Newborn Diagnosis:9ccs224:Ot perint dx:0.048 Diagnosis:9ccs251:Abdomnl pain:-0.046 Diagnosis:9ccs135:Intest infct:0.044 Vital: HC-gain1to5 | coef 0.011 95% CI: [0.009 , 0.012] | OR_adj 1.011 [1.009 1.012] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.445 Correlated most with: Number of Visits:0.113 Diagnosis:9ccs126:Ot up rsp in:0.097 Diagnosis:9ccs125:Bronchitis:0.086 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.080 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.080 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.075 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.075 Diagnosis:9ccs124:Tonsillitis:0.075 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.074 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.074 Vital: Temp-avg16to19 | coef 0.010 95% CI: [0.009 , 0.012] | OR_adj 1.010 [1.009 1.012] | occ: 1323 | OR_unadj: 0.807 [0.561 1.162] | indivs AUC:0.512 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.158 Diagnosis:9ccs255:Social admin:-0.148 Number of Visits:-0.135 Diagnosis:9ccs239:Superfic inj:-0.112 Diagnosis:9ccs126:Ot up rsp in:-0.111 Diagnosis:9ccs240:Burns:-0.093 Diagnosis:9ccs257:Ot aftercare:-0.092 Diagnosis:9ccs258:Other screen:-0.086 Diagnosis:9ccs90:Eye infectn:-0.082 Diagnosis:9ccs133:Oth low resp:-0.081 * Vital: Ht Percentile-avg10to13 | coef 0.010 95% CI: [0.007 , 0.013] | OR_adj 1.010 [1.007 1.013] | occ: 660 | OR_unadj: 1.758 [1.345 2.298] | indivs AUC:0.555 Correlated most with: Diagnosis:9ccs223:Birth trauma:0.096 Newborn Diagnosis:9ccs223:Birth trauma:0.075 Newborn Diagnosis:9ccs219:Low birth wt:-0.069 Diagnosis:9ccs117:Ot circul dx:-0.064 Newborn Diagnosis:9ccs221:Resp distres:-0.062 Diagnosis:9ccs205:Back problem:0.062 Diagnosis:9ccs219:Low birth wt:-0.060 Diagnosis:9ccs58:Ot nutrit dx:0.059 Newborn Diagnosis:9ccs253:Allergy:-0.055 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.055 Vital: Ht-gain5to10 | coef 0.010 95% CI: [0.009 , 0.011] | OR_adj 1.010 [1.009 1.011] | occ: 1443 | OR_unadj: 1.120 [0.888 1.414] | indivs AUC:0.506 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:-0.068 Newborn Diagnosis:9ccs0:No DX:0.061 Diagnosis:9ccs197:Skin infectn:-0.057 Diagnosis:9ccs259:Unclassified:-0.056 Number of Visits:0.055 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.053 Diagnosis:9ccs2:Septicemia:-0.048 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.046 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.046 Diagnosis:9ccs257:Ot aftercare:0.045 Vital: HC-gain0to3 | coef 0.010 95% CI: [0.008 , 0.012] | OR_adj 1.010 [1.009 1.012] | occ: 1344 | OR_unadj: 1.162 [0.915 1.474] | indivs AUC:0.517 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:-0.064 Diagnosis:9ccs240:Burns:-0.059 Diagnosis:9ccs200:Oth skin dx:0.057 Diagnosis:9ccs134:Ot uppr resp:-0.050 Diagnosis:9ccs62:Coag/hemr dx:-0.048 Diagnosis:9ccs257:Ot aftercare:0.047 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.047 Diagnosis:9ccs2:Septicemia:0.045 Diagnosis:9ccs208:Acq foot def:0.041 Diagnosis:9ccs7:Viral infect:0.040 Vital: Ht-gain10to16 | coef 0.010 95% CI: [0.009 , 0.011] | OR_adj 1.010 [1.009 1.011] | occ: 1442 | OR_unadj: 0.837 [0.658 1.064] | indivs AUC:0.499 Correlated most with: Number of Visits:0.069 Lab:292495 LEAD LEVEL - Sunrise:0.062 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.058 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.057 Diagnosis:9ccs243:Poisn nonmed:-0.053 Diagnosis:9ccs251:Abdomnl pain:0.048 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.048 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.048 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.047 Diagnosis:9ccs58:Ot nutrit dx:0.047 Vital: HC-gain13to19 | coef 0.010 95% CI: [0.007 , 0.013] | OR_adj 1.010 [1.007 1.013] | occ: 1054 | OR_unadj: 1.081 [0.862 1.357] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs166:Oth male gen:-0.060 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.060 Diagnosis:9ccs243:Poisn nonmed:0.059 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.055 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.054 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.054 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.053 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.049 Diagnosis:9ccs74:Ot mentl cnd:0.049 Diagnosis:9ccs208:Acq foot def:-0.048 * Vital: HC-avg1to3 | coef 0.010 95% CI: [0.008 , 0.011] | OR_adj 1.010 [1.008 1.011] | occ: 1235 | OR_unadj: 1.366 [1.082 1.723] | indivs AUC:0.544 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.245 Diagnosis:9ccs219:Low birth wt:-0.191 Newborn Diagnosis:9ccs221:Resp distres:-0.114 Lab:297262 HEMOGLOBIN (HEMOCUE):0.102 Newborn Diagnosis:9ccs222:Perint jaund:-0.094 Newborn Diagnosis:9ccs253:Allergy:-0.090 Diagnosis:9ccs2603:E Codes: Fall:0.075 Newborn Diagnosis:9ccs223:Birth trauma:0.068 Diagnosis:9ccs223:Birth trauma:0.064 Newborn Diagnosis:9ccs256:Exam/eval:-0.064 * Vital: Ht-avg10to13 | coef 0.010 95% CI: [0.008 , 0.011] | OR_adj 1.010 [1.008 1.011] | occ: 1403 | OR_unadj: 1.702 [1.355 2.140] | indivs AUC:0.575 Correlated most with: Diagnosis:9ccs246:FUO:0.117 Newborn Diagnosis:9ccs219:Low birth wt:-0.106 Diagnosis:9ccs219:Low birth wt:-0.085 Diagnosis:9ccs2:Septicemia:0.068 Newborn Diagnosis:9ccs253:Allergy:-0.063 Diagnosis:9ccs223:Birth trauma:0.063 Diagnosis:9ccs200:Oth skin dx:0.063 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.061 Newborn Diagnosis:9ccs223:Birth trauma:0.056 Diagnosis:9ccs166:Oth male gen:-0.056 * Vital: Ht Percentile-gain7to13 | coef 0.009 95% CI: [0.007 , 0.012] | OR_adj 1.010 [1.007 1.012] | occ: 690 | OR_unadj: 1.479 [1.110 1.972] | indivs AUC:0.576 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:-0.080 Diagnosis:9ccs62:Coag/hemr dx:-0.054 Diagnosis:9ccs151:Oth liver dx:-0.051 Diagnosis:9ccs258:Other screen:-0.051 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.051 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.050 Lab:297275 STREP RAPID TEST (POCT):0.047 Diagnosis:9ccs234:Crush injury:0.044 Diagnosis:9ccs58:Ot nutrit dx:0.042 Newborn Diagnosis:9ccs191:Amnios dx:0.041 Vital: HC-gain10to16 | coef 0.009 95% CI: [0.008 , 0.011] | OR_adj 1.009 [1.008 1.011] | occ: 1231 | OR_unadj: 0.870 [0.694 1.091] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs257:Ot aftercare:0.092 Diagnosis:9ccs239:Superfic inj:-0.073 Diagnosis:9ccs83:Epilepsy/cnv:0.068 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.066 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.066 Newborn Diagnosis:9ccs96:Hrt valve dx:0.064 Lab:292495 LEAD LEVEL - Sunrise:0.061 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.060 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.058 Diagnosis:9ccs256:Exam/eval:-0.056 Vital: HC-gain7to13 | coef 0.009 95% CI: [0.008 , 0.010] | OR_adj 1.009 [1.008 1.010] | occ: 1315 | OR_unadj: 1.015 [0.741 1.390] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs58:Ot nutrit dx:-0.072 Diagnosis:9ccs257:Ot aftercare:-0.057 Lab:292495 LEAD LEVEL - Sunrise:-0.056 Diagnosis:9ccs10:Immuniz/scrn:-0.054 Lab:294205 TSH REFLEX TO FT4 - LMC:0.054 MatDeliveryAge:0.053 Diagnosis:9ccs197:Skin infectn:0.051 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.050 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.050 Diagnosis:9ccs2:Septicemia:0.044 Vital: Ht-avg13to16 | coef 0.009 95% CI: [0.007 , 0.011] | OR_adj 1.009 [1.007 1.011] | occ: 1287 | OR_unadj: 1.259 [0.991 1.601] | indivs AUC:0.568 Correlated most with: Diagnosis:9ccs240:Burns:0.087 Newborn Diagnosis:9ccs219:Low birth wt:-0.078 Diagnosis:9ccs133:Oth low resp:0.071 Diagnosis:9ccs200:Oth skin dx:0.061 Diagnosis:9ccs256:Exam/eval:0.061 Diagnosis:9ccs216:Nerv cong an:-0.059 Newborn Diagnosis:9ccs253:Allergy:-0.059 Diagnosis:9ccs8:Oth infectns:0.056 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.055 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.055 * Vital: Ht-avg5to7 | coef 0.009 95% CI: [0.007 , 0.011] | OR_adj 1.009 [1.007 1.011] | occ: 1348 | OR_unadj: 1.486 [1.156 1.909] | indivs AUC:0.540 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.150 Diagnosis:9ccs219:Low birth wt:-0.106 Diagnosis:9ccs3:Oth bact inf:0.097 Newborn Diagnosis:9ccs218:Liveborn:-0.097 Newborn Diagnosis:9ccs253:Allergy:-0.083 Newborn Diagnosis:9ccs221:Resp distres:-0.076 Newborn Diagnosis:9ccs256:Exam/eval:-0.071 Newborn Diagnosis:9ccs222:Perint jaund:-0.070 Diagnosis:9ccs59:Anemia:-0.068 Diagnosis:9ccs10:Immuniz/scrn:-0.063 * Vital: Ht Percentile-latest | coef 0.008 95% CI: [0.007 , 0.010] | OR_adj 1.008 [1.007 1.010] | occ: 1058 | OR_unadj: 1.698 [1.338 2.155] | indivs AUC:0.611 Correlated most with: Diagnosis:9ccs59:Anemia:-0.070 Diagnosis:9ccs136:Teeth dx:-0.061 Diagnosis:9ccs244:Other injury:0.059 Newborn Diagnosis:9ccs224:Ot perint dx:0.056 Diagnosis:9ccs212:Ot bone dx:-0.053 Diagnosis:9ccs223:Birth trauma:0.053 Diagnosis:9ccs147:Anal/rectal:0.052 Newborn Diagnosis:9ccs223:Birth trauma:0.052 Diagnosis:9ccs257:Ot aftercare:-0.050 Diagnosis:9ccs243:Poisn nonmed:-0.049 Vital: Ht-avg7to10 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.483 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.153 Diagnosis:9ccs219:Low birth wt:-0.081 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.063 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.063 Newborn Diagnosis:9ccs256:Exam/eval:-0.060 Diagnosis:9ccs223:Birth trauma:0.059 Diagnosis:9ccs200:Oth skin dx:0.058 Newborn Diagnosis:9ccs221:Resp distres:-0.055 Newborn Diagnosis:9ccs253:Allergy:-0.054 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.054 Vital: Ht Percentile-avg5to7 | coef 0.008 95% CI: [0.005 , 0.010] | OR_adj 1.008 [1.005 1.010] | occ: 474 | OR_unadj: 1.174 [0.856 1.610] | indivs AUC:0.517 Correlated most with: Diagnosis:9ccs117:Ot circul dx:-0.088 Diagnosis:9ccs219:Low birth wt:-0.082 Newborn Diagnosis:9ccs217:Ot cong anom:0.081 Diagnosis:9ccs223:Birth trauma:0.074 Diagnosis:9ccs48:Thyroid dsor:-0.071 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.069 Newborn Diagnosis:9ccs219:Low birth wt:-0.060 Newborn Diagnosis:9ccs224:Ot perint dx:0.060 Diagnosis:9ccs159:UTI:0.056 Diagnosis:9ccs95:Oth nerv dx:0.055 Vital: HC-avg13to16 | coef 0.008 95% CI: [0.006 , 0.009] | OR_adj 1.008 [1.006 1.009] | occ: 973 | OR_unadj: 1.129 [0.890 1.433] | indivs AUC:0.554 Correlated most with: Lab:297262 HEMOGLOBIN (HEMOCUE):0.082 Diagnosis:9ccs143:Abdom hernia:0.073 Newborn Diagnosis:9ccs224:Ot perint dx:0.068 Diagnosis:9ccs62:Coag/hemr dx:0.066 Diagnosis:9ccs76:Meningitis:-0.063 Diagnosis:9ccs209:Ot acq defor:0.055 Diagnosis:9ccs216:Nerv cong an:-0.053 Newborn Diagnosis:9ccs219:Low birth wt:-0.049 Diagnosis:9ccs253:Allergy:0.048 Diagnosis:9ccs137:Mouth dx:-0.048 Vital: RR-latest | coef 0.008 95% CI: [0.005 , 0.010] | OR_adj 1.008 [1.005 1.010] | occ: 795 | OR_unadj: 1.214 [0.892 1.653] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs151:Oth liver dx:0.083 Diagnosis:9ccs92:Otitis media:-0.078 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.073 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.072 Diagnosis:9ccs125:Bronchitis:0.069 Diagnosis:9ccs127:COPD:-0.064 Diagnosis:9ccs124:Tonsillitis:-0.063 Diagnosis:9ccs123:Influenza:0.063 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.063 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.062 Vital: HC-gain16to24 | coef 0.008 95% CI: [0.006 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1079 | OR_unadj: 1.219 [0.956 1.555] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:-0.076 Number of Visits:-0.073 Diagnosis:9ccs113:Late eff CVD:0.056 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.054 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.054 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.049 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.049 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.048 Diagnosis:9ccs90:Eye infectn:-0.043 Diagnosis:9ccs47:Ot bnign neo:0.042 * Vital: HR-avg5to7 | coef 0.007 95% CI: [0.004 , 0.010] | OR_adj 1.007 [1.004 1.010] | occ: 318 | OR_unadj: 2.013 [1.408 2.877] | indivs AUC:0.546 Correlated most with: Diagnosis:9ccs117:Ot circul dx:-0.077 Diagnosis:9ccs213:Cardiac anom:-0.075 Diagnosis:9ccs125:Bronchitis:0.071 Diagnosis:9ccs48:Thyroid dsor:0.066 Diagnosis:9ccs59:Anemia:0.062 Diagnosis:9ccs96:Hrt valve dx:-0.055 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.055 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.055 Diagnosis:9ccs253:Allergy:-0.055 Newborn Diagnosis:9ccs218:Liveborn:0.054 Vital: HR-latest | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1040 | OR_unadj: 1.213 [0.939 1.565] | indivs AUC:0.496 Correlated most with: Number of Visits:-0.082 Diagnosis:9ccs124:Tonsillitis:-0.063 Diagnosis:9ccs127:COPD:-0.063 Diagnosis:9ccs96:Hrt valve dx:-0.062 Diagnosis:9ccs117:Ot circul dx:-0.061 Diagnosis:9ccs128:Asthma:-0.058 Diagnosis:9ccs253:Allergy:-0.055 Diagnosis:9ccs89:Blindness:-0.055 Diagnosis:9ccs251:Abdomnl pain:-0.053 Diagnosis:9ccs10:Immuniz/scrn:0.048 Vital: HR-avg10to13 | coef 0.007 95% CI: [0.004 , 0.010] | OR_adj 1.007 [1.004 1.010] | occ: 456 | OR_unadj: 1.345 [0.952 1.900] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs244:Other injury:-0.076 Diagnosis:9ccs159:UTI:0.068 Diagnosis:9ccs58:Ot nutrit dx:0.066 Diagnosis:9ccs7:Viral infect:0.056 Diagnosis:9ccs92:Otitis media:0.056 Diagnosis:9ccs151:Oth liver dx:0.050 Diagnosis:9ccs223:Birth trauma:-0.049 Diagnosis:9ccs213:Cardiac anom:0.048 Diagnosis:9ccs2:Septicemia:0.047 Diagnosis:9ccs166:Oth male gen:0.045 Vital: Ht Percentile-gain3to7 | coef 0.007 95% CI: [0.004 , 0.010] | OR_adj 1.007 [1.004 1.010] | occ: 514 | OR_unadj: 0.967 [0.692 1.353] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs154:Gastroent:-0.076 Diagnosis:9ccs48:Thyroid dsor:-0.070 Diagnosis:9ccs83:Epilepsy/cnv:0.058 Diagnosis:9ccs200:Oth skin dx:-0.052 Diagnosis:9ccs64:Ot hematl dx:0.051 Diagnosis:9ccs215:gu cong anom:-0.050 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.049 Diagnosis:9ccs141:Ot dx stomch:-0.048 Diagnosis:9ccs211:Ot conn tiss:-0.047 Newborn Diagnosis:9ccs217:Ot cong anom:0.043 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 1073 | OR_unadj: 1.178 [0.920 1.510] | indivs AUC:0.544 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.996 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.560 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.558 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.558 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.556 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.473 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.472 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.450 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.449 Vital: Ht Percentile-gain16to24 | coef 0.007 95% CI: [0.006 , 0.007] | OR_adj 1.007 [1.006 1.007] | occ: 975 | OR_unadj: 1.147 [0.882 1.492] | indivs AUC:0.549 Correlated most with: Number of Visits:-0.088 Diagnosis:9ccs259:Unclassified:-0.085 Diagnosis:9ccs59:Anemia:-0.077 Diagnosis:9ccs257:Ot aftercare:-0.055 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.055 Diagnosis:9ccs133:Oth low resp:-0.055 Diagnosis:9ccs143:Abdom hernia:-0.054 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.054 Diagnosis:9ccs127:COPD:-0.052 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.052 * Vital: HC-avg16to19 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 933 | OR_unadj: 1.456 [1.141 1.858] | indivs AUC:0.601 Correlated most with: Diagnosis:9ccs216:Nerv cong an:-0.103 Lab:297262 HEMOGLOBIN (HEMOCUE):0.093 Diagnosis:9ccs143:Abdom hernia:0.078 Newborn Diagnosis:9ccs224:Ot perint dx:0.073 MatDeliveryAge:0.068 Diagnosis:9ccs59:Anemia:-0.065 Diagnosis:9ccs253:Allergy:0.060 Diagnosis:9ccs209:Ot acq defor:0.058 Diagnosis:9ccs217:Ot cong anom:0.057 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.056 Vital: Ht Percentile-gain5to10 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 590 | OR_unadj: 0.909 [0.659 1.253] | indivs AUC:0.501 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:0.074 Newborn Diagnosis:9ccs191:Amnios dx:-0.062 Lab:292495 LEAD LEVEL - Sunrise:0.057 Diagnosis:9ccs243:Poisn nonmed:0.055 Diagnosis:9ccs250:Nausea/vomit:-0.053 Diagnosis:9ccs137:Mouth dx:-0.046 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.045 Diagnosis:9ccs247:Lymph enlarg:0.044 Newborn Diagnosis:9ccs224:Ot perint dx:-0.042 Diagnosis:9ccs155:Other GI dx:-0.041 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1068 | OR_unadj: 1.150 [0.896 1.474] | indivs AUC:0.537 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.996 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.560 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.559 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.558 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.557 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.474 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.473 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.451 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.449 Vital: Ht Percentile-gain10to16 | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 760 | OR_unadj: 0.965 [0.731 1.274] | indivs AUC:0.544 Correlated most with: Diagnosis:9ccs0:No DX:0.103 Lab:292495 LEAD LEVEL - Sunrise:0.069 Diagnosis:9ccs222:Perint jaund:-0.061 Diagnosis:9ccs122:Pneumonia:0.059 Diagnosis:9ccs47:Ot bnign neo:0.056 Diagnosis:9ccs126:Ot up rsp in:0.055 Diagnosis:9ccs62:Coag/hemr dx:0.055 Number of Visits:0.054 Newborn Diagnosis:9ccs218:Liveborn:0.053 Diagnosis:9ccs244:Other injury:-0.050 * Vital: Ht Percentile-gain0to24 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 926 | OR_unadj: 1.596 [1.246 2.043] | indivs AUC:0.590 Correlated most with: Diagnosis:9ccs136:Teeth dx:-0.075 Diagnosis:9ccs59:Anemia:-0.074 Diagnosis:9ccs147:Anal/rectal:0.061 Diagnosis:9ccs212:Ot bone dx:-0.061 Diagnosis:9ccs243:Poisn nonmed:-0.056 Newborn Diagnosis:9ccs223:Birth trauma:0.056 Diagnosis:9ccs2603:E Codes: Fall:-0.055 Diagnosis:9ccs244:Other injury:0.055 Diagnosis:9ccs223:Birth trauma:0.054 Diagnosis:9ccs239:Superfic inj:-0.053 * Diagnosis:9ccs58:Ot nutrit dx | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 162 | OR_unadj: 1.954 [1.381 2.764] | indivs AUC:0.516 Correlated most with: Diagnosis:9ccs58:Ot nutrit dx:1.000 Number of Visits:0.168 Diagnosis:9ccs155:Other GI dx:0.133 Diagnosis:9ccs239:Superfic inj:0.093 Diagnosis:9ccs133:Oth low resp:0.088 Diagnosis:9ccs200:Oth skin dx:0.087 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.087 Diagnosis:9ccs257:Ot aftercare:0.081 Diagnosis:9ccs154:Gastroent:0.081 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.073 * Vital: Ht Percentile-avg19to24 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 931 | OR_unadj: 1.595 [1.246 2.040] | indivs AUC:0.596 Correlated most with: Diagnosis:9ccs136:Teeth dx:-0.078 Diagnosis:9ccs59:Anemia:-0.076 Diagnosis:9ccs212:Ot bone dx:-0.061 Diagnosis:9ccs147:Anal/rectal:0.058 Diagnosis:9ccs243:Poisn nonmed:-0.058 Newborn Diagnosis:9ccs223:Birth trauma:0.056 Diagnosis:9ccs2603:E Codes: Fall:-0.055 Diagnosis:9ccs244:Other injury:0.055 Diagnosis:9ccs223:Birth trauma:0.054 Diagnosis:9ccs239:Superfic inj:-0.051 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1120 | OR_unadj: 1.164 [0.907 1.495] | indivs AUC:0.426 Correlated most with: Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:1.000 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.996 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.736 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.733 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.691 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.689 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.673 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.671 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.652 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.649 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1122 | OR_unadj: 1.304 [1.019 1.669] | indivs AUC:0.514 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.998 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.511 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.511 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.345 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.345 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.214 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.213 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.196 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.195 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1123 | OR_unadj: 1.078 [0.842 1.380] | indivs AUC:0.554 Correlated most with: Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:1.000 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.996 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.736 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.734 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.673 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.670 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.639 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.638 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.623 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.621 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1116 | OR_unadj: 1.314 [1.027 1.682] | indivs AUC:0.519 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.998 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.512 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.511 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.345 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.344 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.213 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.213 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.195 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.195 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1118 | OR_unadj: 1.172 [0.912 1.506] | indivs AUC:0.517 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.999 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.337 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.335 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.310 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.310 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.300 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.299 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.293 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.293 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1123 | OR_unadj: 1.201 [0.943 1.530] | indivs AUC:0.482 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.673 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.672 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.633 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.632 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.613 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.611 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.356 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.355 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1124 | OR_unadj: 1.167 [0.908 1.500] | indivs AUC:0.513 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.999 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.337 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.336 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.310 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.309 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.300 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.298 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.293 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.292 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1129 | OR_unadj: 1.087 [0.853 1.386] | indivs AUC:0.475 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.999 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.511 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.511 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.309 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.309 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.258 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.257 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.245 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.244 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1126 | OR_unadj: 1.150 [0.895 1.477] | indivs AUC:0.424 Correlated most with: Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:1.000 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.996 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.736 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.734 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.693 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.688 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.674 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.670 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.654 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.649 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1123 | OR_unadj: 0.843 [0.641 1.108] | indivs AUC:0.482 Correlated most with: Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:1.000 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.997 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.918 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.916 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.746 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.746 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.744 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.743 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.714 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.712 Vital: HR-avg7to10 | coef 0.005 95% CI: [0.002 , 0.007] | OR_adj 1.005 [1.002 1.007] | occ: 429 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.558 Correlated most with: Diagnosis:9ccs127:COPD:-0.082 Diagnosis:9ccs125:Bronchitis:0.061 Diagnosis:9ccs200:Oth skin dx:0.058 Diagnosis:9ccs134:Ot uppr resp:-0.056 Diagnosis:9ccs7:Viral infect:0.056 Diagnosis:9ccs224:Ot perint dx:-0.054 Diagnosis:9ccs76:Meningitis:-0.052 Diagnosis:9ccs124:Tonsillitis:-0.050 Diagnosis:9ccs58:Ot nutrit dx:0.049 Diagnosis:9ccs137:Mouth dx:0.048 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1067 | OR_unadj: 1.024 [0.789 1.329] | indivs AUC:0.503 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.998 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.507 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.506 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.481 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.480 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.444 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.443 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.351 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.348 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1123 | OR_unadj: 1.089 [0.854 1.390] | indivs AUC:0.472 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.999 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.512 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.511 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.310 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.309 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.257 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.257 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.245 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.245 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1129 | OR_unadj: 1.207 [0.948 1.536] | indivs AUC:0.479 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.999 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.673 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.672 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.633 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.632 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.613 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.612 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.357 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.355 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1129 | OR_unadj: 0.852 [0.649 1.119] | indivs AUC:0.485 Correlated most with: Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:1.000 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.997 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.918 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.915 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.746 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.746 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.744 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.744 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.713 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.712 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1123 | OR_unadj: 1.195 [0.939 1.521] | indivs AUC:0.509 Correlated most with: Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.996 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.386 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.385 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.383 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.382 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.356 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.355 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.345 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.345 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1129 | OR_unadj: 1.101 [0.860 1.408] | indivs AUC:0.556 Correlated most with: Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:1.000 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.996 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.736 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.733 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.673 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.670 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.639 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.637 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.624 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.621 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1129 | OR_unadj: 1.187 [0.933 1.510] | indivs AUC:0.504 Correlated most with: Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.996 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.387 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.385 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.382 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.381 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.357 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.355 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.345 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.344 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1061 | OR_unadj: 1.018 [0.783 1.322] | indivs AUC:0.501 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.998 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.508 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.506 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.482 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.481 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.445 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.443 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.349 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.347 Vital: Ht Percentile-avg3to5 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 407 | OR_unadj: 1.123 [0.792 1.592] | indivs AUC:0.524 Correlated most with: Diagnosis:9ccs223:Birth trauma:0.105 Newborn Diagnosis:9ccs219:Low birth wt:-0.084 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.078 Diagnosis:9ccs215:gu cong anom:0.077 Diagnosis:9ccs219:Low birth wt:-0.066 Diagnosis:9ccs205:Back problem:0.063 Diagnosis:9ccs208:Acq foot def:-0.053 Newborn Diagnosis:9ccs217:Ot cong anom:0.052 Diagnosis:9ccs117:Ot circul dx:-0.051 Diagnosis:9ccs90:Eye infectn:0.051 Vital: Ht Percentile-avg0to1 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 309 | OR_unadj: 1.145 [0.783 1.674] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.080 Diagnosis:9ccs223:Birth trauma:0.079 Diagnosis:9ccs251:Abdomnl pain:-0.077 Newborn Diagnosis:9ccs219:Low birth wt:-0.061 Diagnosis:9ccs250:Nausea/vomit:-0.057 Diagnosis:9ccs140:Gastritis:-0.057 Newborn Diagnosis:9ccs224:Ot perint dx:0.055 Diagnosis:9ccs197:Skin infectn:0.055 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.052 Newborn Diagnosis:9ccs217:Ot cong anom:0.051 Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 806 | OR_unadj: 0.965 [0.769 1.210] | indivs AUC:0.471 Correlated most with: Newborn Diagnosis:9ccs224:Ot perint dx:1.000 Newborn Diagnosis:9ccs222:Perint jaund:0.121 Newborn Diagnosis:9ccs96:Hrt valve dx:0.091 Diagnosis:9ccs7:Viral infect:-0.087 Newborn Diagnosis:9ccs256:Exam/eval:0.084 Newborn Diagnosis:9ccs0:No DX:-0.080 Newborn Diagnosis:9ccs253:Allergy:0.069 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.067 Diagnosis:9ccs64:Ot hematl dx:0.067 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.065 Vital: Ht Percentile-avg13to16 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 661 | OR_unadj: 1.285 [0.973 1.695] | indivs AUC:0.545 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:0.074 Newborn Diagnosis:9ccs253:Allergy:-0.064 Diagnosis:9ccs0:No DX:0.058 Diagnosis:9ccs223:Birth trauma:0.057 Newborn Diagnosis:9ccs94:Other ear dx:0.057 Newborn Diagnosis:9ccs221:Resp distres:-0.056 Newborn Diagnosis:9ccs191:Amnios dx:0.055 Diagnosis:9ccs117:Ot circul dx:-0.055 Newborn Diagnosis:9ccs219:Low birth wt:-0.054 Diagnosis:9ccs219:Low birth wt:-0.054 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1120 | OR_unadj: 1.085 [0.845 1.392] | indivs AUC:0.463 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.994 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.337 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.337 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.335 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.334 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.268 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.267 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.173 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.172 Vital: HR-avg19to24 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 455 | OR_unadj: 1.253 [0.883 1.777] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:-0.069 Diagnosis:9ccs259:Unclassified:0.066 Diagnosis:9ccs212:Ot bone dx:-0.060 Diagnosis:9ccs89:Blindness:-0.056 Diagnosis:9ccs223:Birth trauma:0.046 Diagnosis:9ccs205:Back problem:0.044 Diagnosis:9ccs127:COPD:-0.043 Lab:297275 STREP RAPID TEST (POCT):0.041 Diagnosis:9ccs135:Intest infct:-0.041 Number of Visits:-0.041 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1123 | OR_unadj: 1.303 [1.018 1.669] | indivs AUC:0.504 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.998 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.486 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.485 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.463 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.462 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.438 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.438 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.392 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.391 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1126 | OR_unadj: 1.090 [0.850 1.398] | indivs AUC:0.467 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.994 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.336 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.336 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.335 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.333 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.266 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.264 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.174 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.172 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1129 | OR_unadj: 1.293 [1.010 1.656] | indivs AUC:0.499 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.998 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.487 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.486 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.463 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.462 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.440 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.438 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.393 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.392 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1120 | OR_unadj: 1.111 [0.861 1.433] | indivs AUC:0.443 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.996 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.919 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.916 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.787 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.785 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.714 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.712 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.666 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.664 Vital: HR-avg13to16 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 418 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.481 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:0.070 Diagnosis:9ccs74:Ot mentl cnd:-0.061 Diagnosis:9ccs92:Otitis media:0.054 Lab:292495 LEAD LEVEL - Sunrise:-0.053 Diagnosis:9ccs259:Unclassified:0.051 Diagnosis:9ccs247:Lymph enlarg:-0.048 Diagnosis:9ccs64:Ot hematl dx:0.047 Diagnosis:9ccs125:Bronchitis:-0.047 Diagnosis:9ccs198:Ot infl skin:0.046 Diagnosis:9ccs95:Oth nerv dx:-0.046 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1123 | OR_unadj: 1.121 [0.884 1.421] | indivs AUC:0.553 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.998 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.933 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.931 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.726 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.724 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.716 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.715 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.714 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.712 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1129 | OR_unadj: 1.139 [0.899 1.443] | indivs AUC:0.558 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.998 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.933 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.931 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.725 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.725 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.715 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.715 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.713 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.712 Vital: Ht Percentile-avg7to10 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 538 | OR_unadj: 1.276 [0.951 1.712] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs117:Ot circul dx:-0.084 Diagnosis:9ccs219:Low birth wt:-0.084 Diagnosis:9ccs223:Birth trauma:0.077 Newborn Diagnosis:9ccs224:Ot perint dx:0.070 Newborn Diagnosis:9ccs253:Allergy:-0.068 Diagnosis:9ccs8:Oth infectns:0.061 Newborn Diagnosis:9ccs223:Birth trauma:0.059 Newborn Diagnosis:9ccs219:Low birth wt:-0.057 Diagnosis:9ccs222:Perint jaund:0.054 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.054 Diagnosis:9ccs94:Other ear dx | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 166 | OR_unadj: 1.404 [0.979 2.013] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs94:Other ear dx:1.000 Number of Visits:0.257 Diagnosis:9ccs74:Ot mentl cnd:0.205 Diagnosis:9ccs113:Late eff CVD:0.198 Diagnosis:9ccs92:Otitis media:0.119 Diagnosis:9ccs126:Ot up rsp in:0.101 Diagnosis:9ccs95:Oth nerv dx:0.101 Diagnosis:9ccs127:COPD:0.084 Diagnosis:9ccs7:Viral infect:0.080 Diagnosis:9ccs257:Ot aftercare:0.078 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1126 | OR_unadj: 1.098 [0.851 1.416] | indivs AUC:0.439 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.996 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.919 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.915 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.787 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.783 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.714 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.711 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.667 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.663 Vital: HR-avg16to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 366 | OR_unadj: 1.321 [0.899 1.943] | indivs AUC:0.492 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.084 Newborn Diagnosis:9ccs217:Ot cong anom:0.083 Diagnosis:9ccs217:Ot cong anom:0.074 Diagnosis:9ccs247:Lymph enlarg:-0.073 Diagnosis:9ccs259:Unclassified:0.066 Diagnosis:9ccs10:Immuniz/scrn:0.064 Diagnosis:9ccs159:UTI:0.063 Diagnosis:9ccs75:Hx mental dx:0.062 Diagnosis:9ccs76:Meningitis:0.062 Diagnosis:9ccs258:Other screen:0.061 Census:Percent; Estimate; Percent bachelor's degree or higher-birth | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1123 | OR_unadj: 0.979 [0.754 1.271] | indivs AUC:0.419 Correlated most with: Census:Percent; Estimate; Percent bachelor's degree or higher-birth:1.000 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.997 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.948 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.946 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.919 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.915 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.794 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.792 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.746 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.744 Vital: RR-avg10to13 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 258 | OR_unadj: 1.045 [0.647 1.689] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs2:Septicemia:0.099 Diagnosis:9ccs125:Bronchitis:0.074 Diagnosis:9ccs135:Intest infct:0.072 Diagnosis:9ccs47:Ot bnign neo:-0.070 Diagnosis:9ccs7:Viral infect:0.067 Diagnosis:9ccs159:UTI:0.066 Diagnosis:9ccs197:Skin infectn:0.062 Diagnosis:9ccs223:Birth trauma:-0.057 Diagnosis:9ccs83:Epilepsy/cnv:-0.054 Diagnosis:9ccs259:Unclassified:-0.054 Census:Percent; Estimate; Percent bachelor's degree or higher-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1129 | OR_unadj: 0.967 [0.745 1.256] | indivs AUC:0.415 Correlated most with: Census:Percent; Estimate; Percent bachelor's degree or higher-latest:1.000 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.997 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.949 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.945 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.919 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.916 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.794 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.792 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.746 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.743 Census:Percent; Estimate; Percent high school graduate or higher-birth | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1123 | OR_unadj: 1.190 [0.942 1.504] | indivs AUC:0.459 Correlated most with: Census:Percent; Estimate; Percent high school graduate or higher-birth:1.000 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.933 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.931 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.918 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.915 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.794 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.792 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.789 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.787 * Diagnosis:9ccs128:Asthma | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 202 | OR_unadj: 1.499 [1.080 2.082] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs128:Asthma:1.000 Number of Visits:0.320 Diagnosis:9ccs122:Pneumonia:0.304 Diagnosis:9ccs125:Bronchitis:0.246 Diagnosis:9ccs92:Otitis media:0.232 Diagnosis:9ccs257:Ot aftercare:0.189 Diagnosis:9ccs133:Oth low resp:0.170 Diagnosis:9ccs127:COPD:0.160 Diagnosis:9ccs126:Ot up rsp in:0.156 Diagnosis:9ccs7:Viral infect:0.137 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1122 | OR_unadj: 1.093 [0.852 1.402] | indivs AUC:0.443 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.998 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.948 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.945 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.789 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.787 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.787 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.783 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.746 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.744 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1128 | OR_unadj: 1.098 [0.856 1.409] | indivs AUC:0.440 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.998 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.949 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.946 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.788 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.787 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.787 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.785 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.746 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.744 Vital: Ht Percentile-gain1to5 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 452 | OR_unadj: 0.762 [0.526 1.105] | indivs AUC:0.466 Correlated most with: Lab:306605 BILIRUBIN DIRECT - Sunrise:0.060 Diagnosis:9ccs258:Other screen:-0.051 Diagnosis:9ccs143:Abdom hernia:0.050 Diagnosis:9ccs48:Thyroid dsor:0.046 Diagnosis:9ccs253:Allergy:-0.045 Newborn Diagnosis:9ccs215:gu cong anom:0.044 Diagnosis:9ccs133:Oth low resp:-0.043 Lab:292495 LEAD LEVEL - Sunrise:-0.042 Diagnosis:9ccs95:Oth nerv dx:0.041 MatDeliveryAge:0.039 Vital: HR-avg0to1 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 196 | OR_unadj: 1.544 [0.961 2.479] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs259:Unclassified:0.140 Diagnosis:9ccs213:Cardiac anom:0.081 Diagnosis:9ccs4:Mycoses:0.075 Diagnosis:9ccs223:Birth trauma:0.069 Diagnosis:9ccs76:Meningitis:-0.063 Diagnosis:9ccs197:Skin infectn:0.061 Diagnosis:9ccs123:Influenza:-0.057 Diagnosis:9ccs117:Ot circul dx:0.057 Diagnosis:9ccs48:Thyroid dsor:-0.056 Diagnosis:9ccs7:Viral infect:0.055 Vital: Ht Percentile-avg1to3 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 371 | OR_unadj: 1.004 [0.693 1.454] | indivs AUC:0.502 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.091 Diagnosis:9ccs117:Ot circul dx:-0.082 Diagnosis:9ccs219:Low birth wt:-0.077 Diagnosis:9ccs223:Birth trauma:0.073 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.064 Diagnosis:9ccs133:Oth low resp:0.064 Diagnosis:9ccs258:Other screen:0.059 Diagnosis:9ccs257:Ot aftercare:0.058 Newborn Diagnosis:9ccs256:Exam/eval:-0.052 Diagnosis:9ccs253:Allergy:0.052 Census:Percent; Estimate; Percent high school graduate or higher-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1129 | OR_unadj: 1.179 [0.933 1.489] | indivs AUC:0.455 Correlated most with: Census:Percent; Estimate; Percent high school graduate or higher-latest:1.000 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.933 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.931 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.918 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.916 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.794 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.792 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.788 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.787 Diagnosis:9ccs253:Allergy | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 857 | OR_unadj: 1.042 [0.831 1.306] | indivs AUC:0.448 Correlated most with: Diagnosis:9ccs253:Allergy:1.000 Number of Visits:0.299 Diagnosis:9ccs200:Oth skin dx:0.229 Diagnosis:9ccs126:Ot up rsp in:0.198 Diagnosis:9ccs255:Social admin:0.198 Diagnosis:9ccs10:Immuniz/scrn:0.198 Diagnosis:9ccs198:Ot infl skin:0.187 Diagnosis:9ccs155:Other GI dx:0.183 Diagnosis:9ccs7:Viral infect:0.174 Diagnosis:9ccs257:Ot aftercare:0.174 Vital: RR-avg1to3 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 165 | OR_unadj: 1.209 [0.727 2.010] | indivs AUC:0.470 Correlated most with: Diagnosis:9ccs75:Hx mental dx:-0.080 Diagnosis:9ccs244:Other injury:-0.063 Diagnosis:9ccs153:GI hemorrhag:-0.058 Diagnosis:9ccs125:Bronchitis:0.057 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.056 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.056 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.056 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.056 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.053 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.053 Vital: RR-avg7to10 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 249 | OR_unadj: 1.208 [0.786 1.858] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs7:Viral infect:0.109 Diagnosis:9ccs125:Bronchitis:0.093 Diagnosis:9ccs219:Low birth wt:0.080 Diagnosis:9ccs76:Meningitis:-0.068 Diagnosis:9ccs135:Intest infct:0.064 Diagnosis:9ccs10:Immuniz/scrn:0.063 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.062 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.062 Diagnosis:9ccs127:COPD:-0.061 Diagnosis:9ccs74:Ot mentl cnd:0.056 Diagnosis:9ccs7:Viral infect | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 797 | OR_unadj: 0.878 [0.699 1.102] | indivs AUC:0.449 Correlated most with: Diagnosis:9ccs7:Viral infect:1.000 Number of Visits:0.408 Diagnosis:9ccs126:Ot up rsp in:0.270 Diagnosis:9ccs10:Immuniz/scrn:0.243 Diagnosis:9ccs257:Ot aftercare:0.225 Diagnosis:9ccs125:Bronchitis:0.219 Diagnosis:9ccs92:Otitis media:0.216 Diagnosis:9ccs200:Oth skin dx:0.216 Diagnosis:9ccs155:Other GI dx:0.202 Diagnosis:9ccs255:Social admin:0.189 Vital: Ht Percentile-gain0to3 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 388 | OR_unadj: 1.032 [0.709 1.504] | indivs AUC:0.540 Correlated most with: Diagnosis:9ccs64:Ot hematl dx:-0.078 Diagnosis:9ccs133:Oth low resp:0.076 Diagnosis:9ccs250:Nausea/vomit:0.074 Diagnosis:9ccs62:Coag/hemr dx:-0.074 Number of Visits:0.071 Diagnosis:9ccs224:Ot perint dx:0.069 Diagnosis:9ccs151:Oth liver dx:0.056 Diagnosis:9ccs7:Viral infect:0.054 Diagnosis:9ccs197:Skin infectn:-0.051 Newborn Diagnosis:9ccs0:No DX:0.048 Diagnosis:9ccs92:Otitis media | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 817 | OR_unadj: 1.012 [0.807 1.269] | indivs AUC:0.464 Correlated most with: Diagnosis:9ccs92:Otitis media:1.000 Number of Visits:0.404 Diagnosis:9ccs126:Ot up rsp in:0.369 Diagnosis:9ccs257:Ot aftercare:0.273 Diagnosis:9ccs128:Asthma:0.232 Diagnosis:9ccs125:Bronchitis:0.230 Diagnosis:9ccs7:Viral infect:0.216 Diagnosis:9ccs255:Social admin:0.205 Diagnosis:9ccs90:Eye infectn:0.204 Diagnosis:9ccs10:Immuniz/scrn:0.200 Vital: RR-avg13to16 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 199 | OR_unadj: 1.538 [0.931 2.540] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:0.075 Diagnosis:9ccs242:Poisn ot med:0.075 Diagnosis:9ccs55:Fluid/elc dx:0.067 Newborn Diagnosis:9ccs223:Birth trauma:0.059 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.050 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.050 Diagnosis:9ccs161:Ot dx kidney:0.049 Diagnosis:9ccs95:Oth nerv dx:-0.048 Diagnosis:9ccs127:COPD:-0.046 Diagnosis:9ccs198:Ot infl skin:-0.044 Vital: RR-avg19to24 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 186 | OR_unadj: 1.215 [0.655 2.254] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs8:Oth infectns:0.094 Diagnosis:9ccs217:Ot cong anom:-0.086 Diagnosis:9ccs125:Bronchitis:0.080 Diagnosis:9ccs59:Anemia:0.071 Diagnosis:9ccs161:Ot dx kidney:0.063 Diagnosis:9ccs2603:E Codes: Fall:0.063 Diagnosis:9ccs159:UTI:0.060 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:-0.060 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:-0.060 Diagnosis:9ccs239:Superfic inj:0.056 Diagnosis:9ccs135:Intest infct | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 470 | OR_unadj: 1.188 [0.925 1.525] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs135:Intest infct:1.000 Number of Visits:0.295 Diagnosis:9ccs126:Ot up rsp in:0.182 Diagnosis:9ccs257:Ot aftercare:0.171 Diagnosis:9ccs7:Viral infect:0.168 Diagnosis:9ccs125:Bronchitis:0.167 Diagnosis:9ccs92:Otitis media:0.154 Diagnosis:9ccs10:Immuniz/scrn:0.145 Diagnosis:9ccs255:Social admin:0.136 Diagnosis:9ccs155:Other GI dx:0.131 Diagnosis:9ccs257:Ot aftercare | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 783 | OR_unadj: 0.992 [0.790 1.245] | indivs AUC:0.459 Correlated most with: Diagnosis:9ccs257:Ot aftercare:1.000 Number of Visits:0.371 Diagnosis:9ccs125:Bronchitis:0.288 Diagnosis:9ccs126:Ot up rsp in:0.279 Diagnosis:9ccs92:Otitis media:0.273 Diagnosis:9ccs7:Viral infect:0.225 Diagnosis:9ccs10:Immuniz/scrn:0.212 Diagnosis:9ccs255:Social admin:0.197 Diagnosis:9ccs128:Asthma:0.189 Diagnosis:9ccs122:Pneumonia:0.182 Vital: HR-avg3to5 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 273 | OR_unadj: 0.649 [0.397 1.061] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs224:Ot perint dx:0.077 Number of Visits:0.067 Diagnosis:9ccs135:Intest infct:0.064 Diagnosis:9ccs141:Ot dx stomch:0.063 Diagnosis:9ccs125:Bronchitis:0.060 Diagnosis:9ccs143:Abdom hernia:0.059 Diagnosis:9ccs239:Superfic inj:0.056 Diagnosis:9ccs96:Hrt valve dx:-0.054 Diagnosis:9ccs128:Asthma:0.052 Diagnosis:10ccs58:Ot nutrit dx:0.052 Vital: RR-avg3to5 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 185 | OR_unadj: 1.354 [0.827 2.219] | indivs AUC:0.484 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:0.127 Diagnosis:9ccs163:Other GU dx:0.113 Diagnosis:9ccs59:Anemia:0.075 Diagnosis:9ccs224:Ot perint dx:0.073 Diagnosis:9ccs217:Ot cong anom:0.071 Diagnosis:9ccs151:Oth liver dx:0.066 Diagnosis:9ccs94:Other ear dx:0.056 Diagnosis:9ccs244:Other injury:-0.055 Diagnosis:9ccs10:Immuniz/scrn:0.054 Diagnosis:9ccs219:Low birth wt:0.052 * Diagnosis:9ccs122:Pneumonia | coef 0.001 95% CI: [0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 170 | OR_unadj: 1.447 [1.015 2.063] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs122:Pneumonia:1.000 Diagnosis:9ccs128:Asthma:0.304 Number of Visits:0.287 Diagnosis:9ccs125:Bronchitis:0.187 Diagnosis:9ccs257:Ot aftercare:0.182 Diagnosis:9ccs92:Otitis media:0.169 Diagnosis:9ccs126:Ot up rsp in:0.153 Diagnosis:9ccs90:Eye infectn:0.129 Diagnosis:9ccs135:Intest infct:0.128 Diagnosis:9ccs127:COPD:0.127 Diagnosis:9ccs255:Social admin | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1667 | OR_unadj: 1.120 [0.650 1.932] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs255:Social admin:1.000 Diagnosis:9ccs10:Immuniz/scrn:0.472 Diagnosis:9ccs126:Ot up rsp in:0.356 Diagnosis:9ccs92:Otitis media:0.205 Diagnosis:9ccs253:Allergy:0.198 Diagnosis:9ccs257:Ot aftercare:0.197 Diagnosis:9ccs7:Viral infect:0.189 Number of Visits:0.139 Diagnosis:9ccs125:Bronchitis:0.138 Diagnosis:9ccs135:Intest infct:0.136 Vital: HR-avg1to3 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 265 | OR_unadj: 0.901 [0.585 1.388] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs7:Viral infect:0.104 Newborn Diagnosis:9ccs191:Amnios dx:0.090 Diagnosis:9ccs125:Bronchitis:0.076 Diagnosis:9ccs122:Pneumonia:0.065 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.065 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.065 Diagnosis:9ccs147:Anal/rectal:-0.065 Diagnosis:9ccs141:Ot dx stomch:0.063 Diagnosis:9ccs143:Abdom hernia:0.061 Diagnosis:9ccs198:Ot infl skin:0.060 Diagnosis:9ccs126:Ot up rsp in | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1288 | OR_unadj: 0.968 [0.750 1.249] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:1.000 Number of Visits:0.440 Diagnosis:9ccs92:Otitis media:0.369 Diagnosis:9ccs255:Social admin:0.356 Diagnosis:9ccs10:Immuniz/scrn:0.309 Diagnosis:9ccs257:Ot aftercare:0.279 Diagnosis:9ccs7:Viral infect:0.270 Diagnosis:9ccs125:Bronchitis:0.250 Diagnosis:9ccs90:Eye infectn:0.206 Diagnosis:9ccs253:Allergy:0.198 Diagnosis:9ccs155:Other GI dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 466 | OR_unadj: 0.954 [0.738 1.234] | indivs AUC:0.485 Correlated most with: Diagnosis:9ccs155:Other GI dx:1.000 Number of Visits:0.323 Diagnosis:9ccs7:Viral infect:0.202 Diagnosis:9ccs154:Gastroent:0.191 Diagnosis:9ccs253:Allergy:0.183 Diagnosis:9ccs133:Oth low resp:0.172 Diagnosis:9ccs126:Ot up rsp in:0.171 Diagnosis:9ccs200:Oth skin dx:0.168 Diagnosis:9ccs257:Ot aftercare:0.152 Diagnosis:9ccs10:Immuniz/scrn:0.146 Diagnosis:9ccs96:Hrt valve dx | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 159 | OR_unadj: 1.256 [0.863 1.827] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.473 Newborn Diagnosis:9ccs96:Hrt valve dx:0.250 Diagnosis:9ccs117:Ot circul dx:0.228 Newborn Diagnosis:9ccs213:Cardiac anom:0.208 Diagnosis:9ccs244:Other injury:0.101 Diagnosis:9ccs91:Other eye dx:0.097 Diagnosis:9ccs83:Epilepsy/cnv:0.089 Number of Visits:0.080 Diagnosis:9ccs10:Immuniz/scrn:0.079 Diagnosis:9ccs90:Eye infectn | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 443 | OR_unadj: 1.060 [0.819 1.372] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs90:Eye infectn:1.000 Number of Visits:0.288 Diagnosis:9ccs126:Ot up rsp in:0.206 Diagnosis:9ccs92:Otitis media:0.204 Diagnosis:9ccs7:Viral infect:0.180 Diagnosis:9ccs125:Bronchitis:0.175 Diagnosis:9ccs91:Other eye dx:0.173 Diagnosis:9ccs10:Immuniz/scrn:0.151 Diagnosis:9ccs257:Ot aftercare:0.148 Diagnosis:9ccs155:Other GI dx:0.131 Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1428 | OR_unadj: 0.961 [0.720 1.284] | indivs AUC:0.455 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:1.000 Diagnosis:9ccs255:Social admin:0.472 Diagnosis:9ccs126:Ot up rsp in:0.309 Number of Visits:0.260 Diagnosis:9ccs7:Viral infect:0.243 Diagnosis:9ccs257:Ot aftercare:0.212 Diagnosis:9ccs92:Otitis media:0.200 Diagnosis:9ccs253:Allergy:0.198 Diagnosis:9ccs125:Bronchitis:0.161 Diagnosis:9ccs90:Eye infectn:0.151 Diagnosis:9ccs200:Oth skin dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 507 | OR_unadj: 0.895 [0.695 1.152] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs200:Oth skin dx:1.000 Number of Visits:0.249 Diagnosis:9ccs253:Allergy:0.229 Diagnosis:9ccs7:Viral infect:0.216 Diagnosis:9ccs239:Superfic inj:0.169 Diagnosis:9ccs155:Other GI dx:0.168 Diagnosis:9ccs198:Ot infl skin:0.160 Diagnosis:9ccs126:Ot up rsp in:0.151 Diagnosis:9ccs10:Immuniz/scrn:0.148 Diagnosis:9ccs133:Oth low resp:0.147 Diagnosis:9ccs133:Oth low resp | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 244 | OR_unadj: 1.121 [0.815 1.542] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs133:Oth low resp:1.000 Number of Visits:0.321 Diagnosis:9ccs256:Exam/eval:0.184 Diagnosis:9ccs155:Other GI dx:0.172 Diagnosis:9ccs128:Asthma:0.170 Diagnosis:9ccs154:Gastroent:0.166 Diagnosis:9ccs253:Allergy:0.164 Diagnosis:9ccs126:Ot up rsp in:0.155 Diagnosis:9ccs127:COPD:0.155 Diagnosis:9ccs7:Viral infect:0.149 Vital: RR-avg0to1 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 127 | OR_unadj: 1.370 [0.818 2.296] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs151:Oth liver dx:0.082 Diagnosis:9ccs75:Hx mental dx:-0.079 Diagnosis:9ccs217:Ot cong anom:-0.077 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.072 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.072 Diagnosis:9ccs222:Perint jaund:0.068 Diagnosis:9ccs212:Ot bone dx:-0.068 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.065 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.065 Newborn Diagnosis:9ccs224:Ot perint dx:-0.065 Diagnosis:9ccs125:Bronchitis | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 481 | OR_unadj: 0.983 [0.763 1.267] | indivs AUC:0.531 Correlated most with: Diagnosis:9ccs125:Bronchitis:1.000 Number of Visits:0.293 Diagnosis:9ccs257:Ot aftercare:0.288 Diagnosis:9ccs126:Ot up rsp in:0.250 Diagnosis:9ccs128:Asthma:0.246 Diagnosis:9ccs92:Otitis media:0.230 Diagnosis:9ccs7:Viral infect:0.219 Diagnosis:9ccs122:Pneumonia:0.187 Diagnosis:9ccs90:Eye infectn:0.175 Diagnosis:9ccs135:Intest infct:0.167 Diagnosis:9ccs74:Ot mentl cnd | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 204 | OR_unadj: 0.817 [0.565 1.182] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs74:Ot mentl cnd:1.000 Diagnosis:9ccs113:Late eff CVD:0.219 Diagnosis:9ccs94:Other ear dx:0.205 Number of Visits:0.187 Diagnosis:9ccs95:Oth nerv dx:0.179 Diagnosis:9ccs10:Immuniz/scrn:0.122 Diagnosis:9ccs126:Ot up rsp in:0.089 Diagnosis:9ccs216:Nerv cong an:0.078 Diagnosis:9ccs223:Birth trauma:0.074 Diagnosis:9ccs255:Social admin:0.073 Diagnosis:9ccs136:Teeth dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 128 | OR_unadj: 1.484 [0.995 2.214] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs136:Teeth dx:1.000 Number of Visits:0.153 Diagnosis:9ccs7:Viral infect:0.113 Diagnosis:9ccs10:Immuniz/scrn:0.105 Newborn Diagnosis:9ccs218:Liveborn:-0.094 Diagnosis:9ccs155:Other GI dx:0.094 Diagnosis:9ccs137:Mouth dx:0.085 Diagnosis:9ccs2603:E Codes: Fall:0.083 Diagnosis:9ccs200:Oth skin dx:0.082 Diagnosis:9ccs258:Other screen:0.081 * Vital: RR-avg5to7 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 191 | OR_unadj: 1.899 [1.195 3.018] | indivs AUC:0.522 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.232 Diagnosis:9ccs211:Ot conn tiss:0.104 Diagnosis:9ccs89:Blindness:0.077 Diagnosis:9ccs217:Ot cong anom:-0.068 Diagnosis:9ccs47:Ot bnign neo:-0.062 Diagnosis:9ccs125:Bronchitis:0.054 Diagnosis:10ccs58:Ot nutrit dx:-0.053 Diagnosis:9ccs134:Ot uppr resp:-0.052 Diagnosis:9ccs243:Poisn nonmed:-0.051 Diagnosis:9ccs7:Viral infect:0.051 Diagnosis:9ccs91:Other eye dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 156 | OR_unadj: 0.984 [0.661 1.465] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs91:Other eye dx:1.000 Diagnosis:9ccs89:Blindness:0.242 Diagnosis:9ccs90:Eye infectn:0.173 Number of Visits:0.142 Diagnosis:9ccs7:Viral infect:0.121 Diagnosis:9ccs217:Ot cong anom:0.110 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.100 Diagnosis:9ccs96:Hrt valve dx:0.097 Diagnosis:9ccs134:Ot uppr resp:0.096 Diagnosis:9ccs258:Other screen:0.093 Newborn Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 184 | OR_unadj: 1.088 [0.758 1.563] | indivs AUC:0.503 Correlated most with: Newborn Diagnosis:9ccs222:Perint jaund:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.329 Newborn Diagnosis:9ccs256:Exam/eval:0.269 Diagnosis:9ccs219:Low birth wt:0.213 Newborn Diagnosis:9ccs253:Allergy:0.185 Newborn Diagnosis:9ccs221:Resp distres:0.144 Newborn Diagnosis:9ccs224:Ot perint dx:0.121 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.112 Diagnosis:9ccs222:Perint jaund:0.108 Diagnosis:9ccs95:Oth nerv dx:0.091 Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 225 | OR_unadj: 0.925 [0.656 1.303] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs222:Perint jaund:1.000 Diagnosis:9ccs151:Oth liver dx:0.181 Newborn Diagnosis:9ccs222:Perint jaund:0.108 Lab:294203 BILIRUBIN TOTAL - LMC:-0.101 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.077 Diagnosis:9ccs224:Ot perint dx:0.073 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.068 Diagnosis:9ccs55:Fluid/elc dx:0.066 Diagnosis:9ccs91:Other eye dx:0.066 Diagnosis:9ccs200:Oth skin dx:0.063 Diagnosis:9ccs4:Mycoses | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 182 | OR_unadj: 1.068 [0.742 1.539] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs4:Mycoses:1.000 Number of Visits:0.185 Diagnosis:9ccs92:Otitis media:0.150 Diagnosis:9ccs200:Oth skin dx:0.133 Diagnosis:9ccs253:Allergy:0.131 Diagnosis:9ccs126:Ot up rsp in:0.128 Diagnosis:9ccs7:Viral infect:0.095 Diagnosis:9ccs155:Other GI dx:0.087 Diagnosis:9ccs76:Meningitis:0.082 Diagnosis:9ccs257:Ot aftercare:0.081 Diagnosis:9ccs259:Unclassified | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 117 | OR_unadj: 1.492 [0.984 2.262] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs259:Unclassified:1.000 Diagnosis:9ccs143:Abdom hernia:0.100 Diagnosis:9ccs250:Nausea/vomit:0.084 Diagnosis:9ccs48:Thyroid dsor:0.079 Newborn Diagnosis:9ccs219:Low birth wt:0.077 Diagnosis:9ccs240:Burns:0.076 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.075 Diagnosis:9ccs133:Oth low resp:0.071 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.070 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.070 Diagnosis:9ccs0:No DX | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 89 | OR_unadj: 1.408 [0.874 2.268] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs0:No DX:1.000 Diagnosis:9ccs10:Immuniz/scrn:0.110 Diagnosis:9ccs212:Ot bone dx:0.085 Diagnosis:9ccs209:Ot acq defor:0.065 Diagnosis:9ccs135:Intest infct:0.053 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.053 Diagnosis:9ccs250:Nausea/vomit:0.053 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.053 Diagnosis:9ccs255:Social admin:0.052 Diagnosis:9ccs58:Ot nutrit dx:0.052 Diagnosis:9ccs127:COPD | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 118 | OR_unadj: 0.999 [0.637 1.568] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs127:COPD:1.000 Number of Visits:0.269 Diagnosis:9ccs128:Asthma:0.160 Diagnosis:9ccs133:Oth low resp:0.155 Diagnosis:9ccs122:Pneumonia:0.127 Diagnosis:9ccs126:Ot up rsp in:0.125 Diagnosis:9ccs125:Bronchitis:0.120 Diagnosis:9ccs258:Other screen:0.103 Diagnosis:9ccs134:Ot uppr resp:0.099 Diagnosis:9ccs7:Viral infect:0.093 Diagnosis:9ccs198:Ot infl skin | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 237 | OR_unadj: 1.022 [0.735 1.419] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs198:Ot infl skin:1.000 Diagnosis:9ccs253:Allergy:0.187 Diagnosis:9ccs200:Oth skin dx:0.160 Number of Visits:0.121 Diagnosis:9ccs10:Immuniz/scrn:0.106 Diagnosis:9ccs7:Viral infect:0.101 Diagnosis:9ccs126:Ot up rsp in:0.097 Diagnosis:9ccs255:Social admin:0.089 Diagnosis:9ccs92:Otitis media:0.082 Diagnosis:9ccs91:Other eye dx:0.081 Newborn Diagnosis:9ccs256:Exam/eval | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 100 | OR_unadj: 1.124 [0.700 1.805] | indivs AUC:0.486 Correlated most with: Newborn Diagnosis:9ccs256:Exam/eval:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.332 Newborn Diagnosis:9ccs222:Perint jaund:0.269 Newborn Diagnosis:9ccs253:Allergy:0.218 Diagnosis:9ccs219:Low birth wt:0.214 Newborn Diagnosis:9ccs221:Resp distres:0.179 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.113 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.105 Newborn Diagnosis:9ccs95:Oth nerv dx:0.093 Newborn Diagnosis:9ccs224:Ot perint dx:0.084 Diagnosis:9ccs250:Nausea/vomit | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 89 | OR_unadj: 1.171 [0.713 1.922] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs250:Nausea/vomit:1.000 Diagnosis:9ccs138:Esophgeal dx:0.202 Number of Visits:0.181 Diagnosis:9ccs141:Ot dx stomch:0.179 Diagnosis:9ccs133:Oth low resp:0.140 Diagnosis:9ccs155:Other GI dx:0.125 Diagnosis:9ccs257:Ot aftercare:0.111 Diagnosis:9ccs258:Other screen:0.111 Diagnosis:9ccs165:Inf male gen:0.089 Diagnosis:9ccs126:Ot up rsp in:0.086 Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 85 | OR_unadj: 1.019 [0.604 1.720] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs215:gu cong anom:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.185 Number of Visits:0.100 Diagnosis:9ccs163:Other GU dx:0.078 Diagnosis:9ccs239:Superfic inj:0.064 Diagnosis:9ccs124:Tonsillitis:0.063 Diagnosis:9ccs126:Ot up rsp in:0.063 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.061 Diagnosis:9ccs258:Other screen:0.059 Diagnosis:9ccs250:Nausea/vomit:0.057 Newborn Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 53 | OR_unadj: 1.154 [0.611 2.181] | indivs AUC:0.476 Correlated most with: Newborn Diagnosis:9ccs217:Ot cong anom:1.000 Newborn Diagnosis:9ccs191:Amnios dx:0.240 Newborn Diagnosis:9ccs215:gu cong anom:0.150 Diagnosis:9ccs217:Ot cong anom:0.147 Diagnosis:9ccs163:Other GU dx:0.147 Diagnosis:9ccs161:Ot dx kidney:0.105 Newborn Diagnosis:9ccs253:Allergy:0.094 Diagnosis:9ccs213:Cardiac anom:0.082 Newborn Diagnosis:9ccs222:Perint jaund:0.081 Diagnosis:9ccs137:Mouth dx:0.081 Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 67 | OR_unadj: 1.420 [0.825 2.447] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs159:UTI:1.000 Diagnosis:9ccs161:Ot dx kidney:0.225 Number of Visits:0.172 Diagnosis:9ccs163:Other GU dx:0.164 Diagnosis:9ccs2:Septicemia:0.129 Diagnosis:9ccs257:Ot aftercare:0.120 Diagnosis:9ccs122:Pneumonia:0.095 Diagnosis:9ccs165:Inf male gen:0.094 Diagnosis:9ccs92:Otitis media:0.088 Diagnosis:9ccs166:Oth male gen:0.086 Diagnosis:9ccs197:Skin infectn | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 189 | OR_unadj: 1.047 [0.730 1.501] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs197:Skin infectn:1.000 Number of Visits:0.162 Diagnosis:9ccs239:Superfic inj:0.115 Diagnosis:9ccs10:Immuniz/scrn:0.108 Diagnosis:9ccs253:Allergy:0.105 Diagnosis:9ccs137:Mouth dx:0.104 Diagnosis:9ccs138:Esophgeal dx:0.103 Diagnosis:9ccs200:Oth skin dx:0.103 Diagnosis:9ccs92:Otitis media:0.099 Diagnosis:9ccs7:Viral infect:0.089 Diagnosis:9ccs251:Abdomnl pain | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 10 | OR_unadj: 1.520 [0.391 5.904] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:1.000 Diagnosis:9ccs141:Ot dx stomch:0.090 Diagnosis:9ccs205:Back problem:0.082 Diagnosis:9ccs55:Fluid/elc dx:0.082 Diagnosis:9ccs136:Teeth dx:0.066 Diagnosis:9ccs153:GI hemorrhag:0.061 Diagnosis:9ccs58:Ot nutrit dx:0.054 Diagnosis:9ccs123:Influenza:0.050 Diagnosis:9ccs154:Gastroent:0.043 Lab:297262 HEMOGLOBIN (HEMOCUE):0.042 Vital: RR-avg16to19 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 156 | OR_unadj: 1.148 [0.576 2.288] | indivs AUC:0.490 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.093 Diagnosis:9ccs223:Birth trauma:0.073 Diagnosis:9ccs10:Immuniz/scrn:0.073 Diagnosis:9ccs117:Ot circul dx:0.059 Diagnosis:9ccs165:Inf male gen:-0.058 Diagnosis:9ccs138:Esophgeal dx:-0.056 Diagnosis:9ccs135:Intest infct:-0.055 Diagnosis:9ccs212:Ot bone dx:0.054 Diagnosis:9ccs234:Crush injury:0.050 Newborn Diagnosis:9ccs213:Cardiac anom:-0.045 Diagnosis:9ccs165:Inf male gen | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 48 | OR_unadj: 1.473 [0.782 2.774] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs165:Inf male gen:1.000 Diagnosis:9ccs2603:E Codes: Fall:0.124 Diagnosis:9ccs244:Other injury:0.118 Lab:294147 FREE T4 - LMC:-0.110 Number of Visits:0.105 Diagnosis:9ccs166:Oth male gen:0.102 Diagnosis:9ccs135:Intest infct:0.096 Diagnosis:9ccs147:Anal/rectal:0.094 Diagnosis:9ccs159:UTI:0.094 Lab:294205 TSH REFLEX TO FT4 - LMC:0.089 Newborn Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1653 | OR_unadj: 0.865 [0.538 1.390] | indivs AUC:0.506 Correlated most with: Newborn Diagnosis:9ccs94:Other ear dx:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.397 Newborn Diagnosis:9ccs0:No DX:-0.355 Newborn Diagnosis:9ccs221:Resp distres:-0.124 Newborn Diagnosis:9ccs218:Liveborn:0.110 Diagnosis:9ccs213:Cardiac anom:-0.097 Newborn Diagnosis:9ccs222:Perint jaund:-0.079 Newborn Diagnosis:9ccs219:Low birth wt:-0.075 Diagnosis:9ccs244:Other injury:-0.048 Diagnosis:9ccs256:Exam/eval:-0.047 Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 141 | OR_unadj: 0.785 [0.505 1.221] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs256:Exam/eval:1.000 Diagnosis:9ccs133:Oth low resp:0.184 Number of Visits:0.148 Diagnosis:9ccs155:Other GI dx:0.140 Diagnosis:9ccs200:Oth skin dx:0.140 Diagnosis:9ccs154:Gastroent:0.138 Diagnosis:9ccs239:Superfic inj:0.127 Diagnosis:9ccs253:Allergy:0.118 Diagnosis:9ccs258:Other screen:0.102 Diagnosis:9ccs127:COPD:0.088 Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 1.032 [0.714 1.490] | indivs AUC:0.518 Correlated most with: Diagnosis:9ccs59:Anemia:1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.135 Diagnosis:9ccs216:Nerv cong an:0.108 Number of Visits:0.088 Diagnosis:9ccs10:Immuniz/scrn:0.085 Diagnosis:9ccs255:Social admin:0.076 Diagnosis:9ccs137:Mouth dx:0.075 Diagnosis:9ccs4:Mycoses:0.074 Newborn Diagnosis:9ccs213:Cardiac anom:0.070 Diagnosis:9ccs257:Ot aftercare:0.066 Diagnosis:9ccs151:Oth liver dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 169 | OR_unadj: 0.743 [0.492 1.122] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs151:Oth liver dx:1.000 Diagnosis:9ccs222:Perint jaund:0.181 Lab:294203 BILIRUBIN TOTAL - LMC:-0.123 Diagnosis:9ccs10:Immuniz/scrn:0.101 Diagnosis:9ccs258:Other screen:0.100 Diagnosis:9ccs243:Poisn nonmed:0.096 Diagnosis:9ccs154:Gastroent:0.092 Diagnosis:9ccs138:Esophgeal dx:0.089 Number of Visits:0.084 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.083 Newborn Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 71 | OR_unadj: 1.211 [0.701 2.093] | indivs AUC:0.505 Correlated most with: Newborn Diagnosis:9ccs259:Unclassified:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.241 MatDeliveryAge:0.132 Newborn Diagnosis:9ccs219:Low birth wt:0.094 Newborn Diagnosis:9ccs221:Resp distres:0.083 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.081 Newborn Diagnosis:9ccs222:Perint jaund:0.081 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.080 Diagnosis:9ccs89:Blindness:0.064 Newborn Diagnosis:9ccs256:Exam/eval:0.062 Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 107 | OR_unadj: 0.882 [0.382 2.035] | indivs AUC:0.513 Correlated most with: Lab:294203 BILIRUBIN TOTAL - LMC:1.000 Lab:295669 BILIRUBIN DIRECT - LMC:0.374 Diagnosis:9ccs151:Oth liver dx:-0.123 Diagnosis:9ccs222:Perint jaund:-0.101 Diagnosis:9ccs205:Back problem:0.095 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.091 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.090 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.082 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.064 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.063 Diagnosis:9ccs166:Oth male gen | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 92 | OR_unadj: 1.049 [0.636 1.730] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs166:Oth male gen:1.000 Diagnosis:9ccs165:Inf male gen:0.102 Diagnosis:9ccs62:Coag/hemr dx:0.098 Diagnosis:9ccs257:Ot aftercare:0.087 Diagnosis:9ccs159:UTI:0.086 Diagnosis:9ccs138:Esophgeal dx:0.086 Diagnosis:9ccs133:Oth low resp:0.083 Number of Visits:0.076 Diagnosis:9ccs200:Oth skin dx:0.075 Diagnosis:9ccs143:Abdom hernia:0.072 Newborn Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 105 | OR_unadj: 0.620 [0.360 1.069] | indivs AUC:0.470 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:1.000 Diagnosis:9ccs219:Low birth wt:0.467 Newborn Diagnosis:9ccs256:Exam/eval:0.332 Newborn Diagnosis:9ccs222:Perint jaund:0.329 Newborn Diagnosis:9ccs221:Resp distres:0.314 Newborn Diagnosis:9ccs253:Allergy:0.213 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.202 Diagnosis:9ccs143:Abdom hernia:0.136 Diagnosis:9ccs95:Oth nerv dx:0.105 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.095 Diagnosis:9ccs113:Late eff CVD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 169 | OR_unadj: 1.068 [0.732 1.557] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs113:Late eff CVD:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.219 Diagnosis:9ccs94:Other ear dx:0.198 Diagnosis:9ccs75:Hx mental dx:0.127 Number of Visits:0.112 Diagnosis:9ccs126:Ot up rsp in:0.091 Diagnosis:9ccs257:Ot aftercare:0.087 Diagnosis:9ccs125:Bronchitis:0.076 Diagnosis:9ccs95:Oth nerv dx:0.075 Diagnosis:9ccs92:Otitis media:0.074 Diagnosis:9ccs134:Ot uppr resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 167 | OR_unadj: 0.755 [0.500 1.141] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:1.000 Number of Visits:0.196 Diagnosis:9ccs124:Tonsillitis:0.127 Diagnosis:9ccs253:Allergy:0.125 Diagnosis:9ccs126:Ot up rsp in:0.124 Diagnosis:9ccs90:Eye infectn:0.115 Diagnosis:9ccs211:Ot conn tiss:0.111 Diagnosis:9ccs133:Oth low resp:0.100 Diagnosis:9ccs127:COPD:0.099 Diagnosis:9ccs91:Other eye dx:0.096 Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 107 | OR_unadj: 1.091 [0.565 2.105] | indivs AUC:0.498 Correlated most with: Lab:295669 BILIRUBIN DIRECT - LMC:1.000 Lab:294203 BILIRUBIN TOTAL - LMC:0.374 Diagnosis:9ccs62:Coag/hemr dx:-0.113 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.078 Diagnosis:9ccs48:Thyroid dsor:0.063 Diagnosis:9ccs141:Ot dx stomch:0.061 Diagnosis:9ccs55:Fluid/elc dx:-0.057 Diagnosis:9ccs216:Nerv cong an:-0.049 Diagnosis:9ccs258:Other screen:0.048 Diagnosis:9ccs89:Blindness:0.048 Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 41 | OR_unadj: 1.144 [0.556 2.356] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs161:Ot dx kidney:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.472 Diagnosis:9ccs159:UTI:0.225 Number of Visits:0.130 Diagnosis:9ccs163:Other GU dx:0.124 Diagnosis:9ccs83:Epilepsy/cnv:0.118 Newborn Diagnosis:9ccs217:Ot cong anom:0.105 Diagnosis:9ccs213:Cardiac anom:0.101 Diagnosis:9ccs55:Fluid/elc dx:0.075 Diagnosis:9ccs205:Back problem:0.075 Diagnosis:9ccs239:Superfic inj | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 165 | OR_unadj: 0.910 [0.613 1.351] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs239:Superfic inj:1.000 Number of Visits:0.206 Diagnosis:9ccs258:Other screen:0.184 Diagnosis:9ccs200:Oth skin dx:0.169 Diagnosis:9ccs7:Viral infect:0.129 Diagnosis:9ccs155:Other GI dx:0.129 Diagnosis:9ccs256:Exam/eval:0.127 Diagnosis:9ccs133:Oth low resp:0.124 Diagnosis:9ccs126:Ot up rsp in:0.118 Diagnosis:9ccs197:Skin infectn:0.115 Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 137 | OR_unadj: 0.657 [0.410 1.052] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs217:Ot cong anom:1.000 Diagnosis:9ccs89:Blindness:0.212 Newborn Diagnosis:9ccs217:Ot cong anom:0.147 Number of Visits:0.123 Diagnosis:9ccs91:Other eye dx:0.110 Diagnosis:9ccs95:Oth nerv dx:0.107 Diagnosis:9ccs10:Immuniz/scrn:0.089 Diagnosis:9ccs257:Ot aftercare:0.089 Diagnosis:9ccs133:Oth low resp:0.085 Lab:292495 LEAD LEVEL - Sunrise:0.085 * Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 56 | OR_unadj: 1.858 [1.056 3.270] | indivs AUC:0.487 Correlated most with: Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs96:Hrt valve dx:0.473 Newborn Diagnosis:9ccs213:Cardiac anom:0.441 Newborn Diagnosis:9ccs96:Hrt valve dx:0.329 Diagnosis:9ccs117:Ot circul dx:0.225 Diagnosis:9ccs89:Blindness:0.129 Number of Visits:0.123 Diagnosis:9ccs161:Ot dx kidney:0.101 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.098 Diagnosis:9ccs140:Gastritis:0.098 Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1654 | OR_unadj: 0.852 [0.530 1.371] | indivs AUC:0.494 Correlated most with: Newborn Diagnosis:9ccs10:Immuniz/scrn:1.000 Newborn Diagnosis:9ccs94:Other ear dx:0.397 Newborn Diagnosis:9ccs0:No DX:-0.357 Newborn Diagnosis:9ccs259:Unclassified:-0.241 Newborn Diagnosis:9ccs219:Low birth wt:-0.202 Newborn Diagnosis:9ccs221:Resp distres:-0.183 Diagnosis:9ccs219:Low birth wt:-0.122 Newborn Diagnosis:9ccs213:Cardiac anom:-0.113 Newborn Diagnosis:9ccs256:Exam/eval:-0.113 Newborn Diagnosis:9ccs222:Perint jaund:-0.112 * Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 2.483 [1.053 5.853] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:1.000 Diagnosis:9ccs62:Coag/hemr dx:0.144 Diagnosis:9ccs161:Ot dx kidney:0.118 Diagnosis:9ccs216:Nerv cong an:0.115 Number of Visits:0.107 Newborn Diagnosis:9ccs215:gu cong anom:0.104 Newborn Diagnosis:9ccs213:Cardiac anom:0.101 Newborn Diagnosis:9ccs191:Amnios dx:0.090 Diagnosis:9ccs96:Hrt valve dx:0.089 Diagnosis:9ccs223:Birth trauma:0.082 Diagnosis:9ccs137:Mouth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 0.765 [0.440 1.331] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs137:Mouth dx:1.000 Diagnosis:9ccs258:Other screen:0.165 Number of Visits:0.153 Diagnosis:9ccs200:Oth skin dx:0.105 Diagnosis:9ccs197:Skin infectn:0.104 Diagnosis:9ccs239:Superfic inj:0.094 Diagnosis:9ccs7:Viral infect:0.091 Diagnosis:9ccs147:Anal/rectal:0.087 Diagnosis:9ccs136:Teeth dx:0.085 Diagnosis:9ccs257:Ot aftercare:0.085 Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 1.297 [0.777 2.164] | indivs AUC:0.517 Correlated most with: Diagnosis:9ccs224:Ot perint dx:1.000 Number of Visits:0.116 Newborn Diagnosis:9ccs222:Perint jaund:0.087 Diagnosis:9ccs155:Other GI dx:0.081 Diagnosis:9ccs253:Allergy:0.079 Diagnosis:9ccs205:Back problem:0.077 Diagnosis:9ccs219:Low birth wt:0.077 Diagnosis:9ccs200:Oth skin dx:0.074 Diagnosis:9ccs222:Perint jaund:0.073 Diagnosis:9ccs239:Superfic inj:0.071 Vital: HC Percentile-latest | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 0.784 [0.264 2.329] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:0.090 Diagnosis:9ccs83:Epilepsy/cnv:-0.084 Newborn Diagnosis:9ccs253:Allergy:-0.053 Diagnosis:9ccs94:Other ear dx:-0.049 Diagnosis:9ccs138:Esophgeal dx:-0.048 Diagnosis:9ccs4:Mycoses:-0.045 Diagnosis:10ccs58:Ot nutrit dx:0.045 Diagnosis:9ccs234:Crush injury:0.045 Diagnosis:9ccs113:Late eff CVD:-0.043 Diagnosis:9ccs91:Other eye dx:-0.042 Newborn Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 0.997 [0.506 1.966] | indivs AUC:0.506 Correlated most with: Newborn Diagnosis:9ccs215:gu cong anom:1.000 Diagnosis:9ccs161:Ot dx kidney:0.472 Diagnosis:9ccs215:gu cong anom:0.185 Newborn Diagnosis:9ccs217:Ot cong anom:0.150 Diagnosis:9ccs163:Other GU dx:0.110 Diagnosis:9ccs83:Epilepsy/cnv:0.104 Diagnosis:9ccs213:Cardiac anom:0.086 Newborn Diagnosis:9ccs218:Liveborn:-0.076 Diagnosis:9ccs143:Abdom hernia:0.072 Diagnosis:9ccs64:Ot hematl dx:0.065 Diagnosis:9ccs124:Tonsillitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.396 [0.775 2.517] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs124:Tonsillitis:1.000 Diagnosis:9ccs134:Ot uppr resp:0.127 Diagnosis:9ccs126:Ot up rsp in:0.095 Number of Visits:0.090 Diagnosis:9ccs76:Meningitis:0.084 Diagnosis:9ccs92:Otitis media:0.080 Diagnosis:9ccs127:COPD:0.066 Diagnosis:9ccs215:gu cong anom:0.063 Diagnosis:9ccs113:Late eff CVD:0.049 Diagnosis:9ccs122:Pneumonia:0.049 Diagnosis:9ccs76:Meningitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.308 [0.546 3.136] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs76:Meningitis:1.000 Lab:297275 STREP RAPID TEST (POCT):0.106 Diagnosis:9ccs92:Otitis media:0.103 Diagnosis:9ccs124:Tonsillitis:0.084 Diagnosis:9ccs4:Mycoses:0.082 Number of Visits:0.075 Diagnosis:9ccs133:Oth low resp:0.073 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.067 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.067 Diagnosis:9ccs126:Ot up rsp in:0.063 Diagnosis:9ccs244:Other injury | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 1.251 [0.658 2.378] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs244:Other injury:1.000 Number of Visits:0.143 Diagnosis:9ccs165:Inf male gen:0.118 Diagnosis:9ccs257:Ot aftercare:0.115 Diagnosis:9ccs126:Ot up rsp in:0.103 Diagnosis:9ccs96:Hrt valve dx:0.101 Diagnosis:9ccs122:Pneumonia:0.094 Diagnosis:9ccs125:Bronchitis:0.087 Diagnosis:9ccs213:Cardiac anom:0.086 Diagnosis:9ccs135:Intest infct:0.082 Newborn Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 0.555 [0.163 1.885] | indivs AUC:0.499 Correlated most with: Newborn Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.329 Diagnosis:9ccs96:Hrt valve dx:0.250 Newborn Diagnosis:9ccs213:Cardiac anom:0.156 Newborn Diagnosis:9ccs224:Ot perint dx:0.091 Diagnosis:9ccs211:Ot conn tiss:0.084 Diagnosis:9ccs2:Septicemia:0.074 Newborn Diagnosis:9ccs95:Oth nerv dx:0.068 Number of Visits:0.068 Diagnosis:9ccs89:Blindness:0.066 Diagnosis:9ccs246:FUO | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs246:FUO:1.000 Diagnosis:9ccs2:Septicemia:0.166 Diagnosis:9ccs3:Oth bact inf:0.131 Diagnosis:9ccs239:Superfic inj:0.093 Diagnosis:9ccs240:Burns:0.092 Number of Visits:0.080 Diagnosis:9ccs123:Influenza:0.077 Diagnosis:9ccs247:Lymph enlarg:0.071 Diagnosis:9ccs154:Gastroent:0.069 Diagnosis:9ccs256:Exam/eval:0.063 Diagnosis:9ccs123:Influenza | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.354 [0.595 3.082] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs123:Influenza:1.000 Number of Visits:0.134 Diagnosis:9ccs122:Pneumonia:0.109 Diagnosis:9ccs128:Asthma:0.107 Diagnosis:9ccs246:FUO:0.077 Diagnosis:9ccs92:Otitis media:0.076 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.072 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.071 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.070 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.069 * Diagnosis:9ccs209:Ot acq defor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 2.766 [1.203 6.358] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs209:Ot acq defor:1.000 Diagnosis:9ccs212:Ot bone dx:0.182 Diagnosis:9ccs2603:E Codes: Fall:0.089 Diagnosis:10ccs58:Ot nutrit dx:0.088 Diagnosis:9ccs62:Coag/hemr dx:0.067 Diagnosis:9ccs0:No DX:0.065 Diagnosis:9ccs253:Allergy:0.058 Diagnosis:9ccs143:Abdom hernia:0.055 Diagnosis:9ccs243:Poisn nonmed:0.054 Diagnosis:9ccs58:Ot nutrit dx:0.050 Vital: HC Percentile-gain10to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs234:Crush injury:-0.098 Diagnosis:9ccs48:Thyroid dsor:-0.074 Diagnosis:10ccs58:Ot nutrit dx:-0.064 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.060 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.060 Diagnosis:9ccs10:Immuniz/scrn:-0.058 Number of Visits:-0.058 Newborn Diagnosis:9ccs259:Unclassified:0.056 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.050 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.049 Diagnosis:9ccs234:Crush injury | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: 0.611 [0.210 1.777] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs234:Crush injury:1.000 Diagnosis:9ccs127:COPD:0.077 Lab:323700 CULTURE THROAT W SENS - Sunrise:0.071 Diagnosis:9ccs134:Ot uppr resp:0.070 Newborn Diagnosis:9ccs95:Oth nerv dx:0.060 Newborn Diagnosis:9ccs223:Birth trauma:0.056 Diagnosis:9ccs137:Mouth dx:0.055 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.054 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.054 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.052 Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 68 | OR_unadj: 1.092 [0.616 1.935] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs143:Abdom hernia:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.136 Diagnosis:9ccs128:Asthma:0.103 Diagnosis:9ccs259:Unclassified:0.100 Number of Visits:0.095 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.093 Diagnosis:9ccs257:Ot aftercare:0.087 Diagnosis:9ccs133:Oth low resp:0.073 Newborn Diagnosis:9ccs215:gu cong anom:0.072 Diagnosis:9ccs166:Oth male gen:0.072 * Lab:297262 HEMOGLOBIN (HEMOCUE) | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 3.235 [1.305 8.018] | indivs AUC:0.518 Correlated most with: Lab:297262 HEMOGLOBIN (HEMOCUE):1.000 Diagnosis:9ccs219:Low birth wt:-0.264 Diagnosis:9ccs59:Anemia:-0.135 Newborn Diagnosis:9ccs256:Exam/eval:-0.105 Newborn Diagnosis:9ccs219:Low birth wt:-0.095 Diagnosis:9ccs153:GI hemorrhag:-0.095 Diagnosis:9ccs147:Anal/rectal:0.094 Diagnosis:9ccs58:Ot nutrit dx:-0.087 Diagnosis:9ccs224:Ot perint dx:-0.068 Diagnosis:9ccs2603:E Codes: Fall:0.063 Newborn Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.127 [0.478 2.660] | indivs AUC:0.505 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:1.000 Diagnosis:9ccs223:Birth trauma:0.273 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.081 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.081 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.074 Diagnosis:9ccs198:Ot infl skin:0.066 Diagnosis:9ccs83:Epilepsy/cnv:0.066 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.061 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.061 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.058 Diagnosis:9ccs2603:E Codes: Fall | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 1.370 [0.655 2.866] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs2603:E Codes: Fall:1.000 Diagnosis:10ccs58:Ot nutrit dx:0.703 Diagnosis:9ccs8:Oth infectns:0.132 Diagnosis:9ccs64:Ot hematl dx:0.128 Diagnosis:9ccs165:Inf male gen:0.124 Number of Visits:0.100 Diagnosis:9ccs258:Other screen:0.091 Diagnosis:9ccs209:Ot acq defor:0.089 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.085 Diagnosis:9ccs136:Teeth dx:0.083 Vital: HC Percentile-gain13to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs128:Asthma:0.059 Diagnosis:9ccs10:Immuniz/scrn:0.055 Diagnosis:9ccs198:Ot infl skin:0.055 Newborn Diagnosis:9ccs259:Unclassified:-0.049 Diagnosis:9ccs7:Viral infect:0.046 Diagnosis:9ccs253:Allergy:0.046 Diagnosis:9ccs125:Bronchitis:0.042 Diagnosis:9ccs200:Oth skin dx:0.041 Diagnosis:9ccs92:Otitis media:0.034 Number of Visits:0.032 Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 39 | OR_unadj: 1.225 [0.592 2.537] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs47:Ot bnign neo:1.000 Diagnosis:9ccs62:Coag/hemr dx:0.105 Diagnosis:9ccs117:Ot circul dx:0.093 Diagnosis:9ccs217:Ot cong anom:0.071 Diagnosis:9ccs166:Oth male gen:0.069 Diagnosis:9ccs212:Ot bone dx:0.064 Diagnosis:9ccs138:Esophgeal dx:0.061 Diagnosis:9ccs259:Unclassified:0.053 Diagnosis:9ccs83:Epilepsy/cnv:0.052 Diagnosis:9ccs4:Mycoses:0.050 Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.386 [0.968 5.880] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs211:Ot conn tiss:1.000 Diagnosis:9ccs95:Oth nerv dx:0.147 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.124 Diagnosis:9ccs134:Ot uppr resp:0.111 Newborn Diagnosis:9ccs191:Amnios dx:0.095 Newborn Diagnosis:9ccs96:Hrt valve dx:0.084 Diagnosis:9ccs62:Coag/hemr dx:0.072 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.068 Number of Visits:0.062 Diagnosis:9ccs216:Nerv cong an:0.056 Lab:294147 FREE T4 - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.506 Correlated most with: Lab:294147 FREE T4 - LMC:1.000 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.386 Diagnosis:9ccs48:Thyroid dsor:0.232 Diagnosis:9ccs165:Inf male gen:-0.110 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:-0.071 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:-0.071 Diagnosis:9ccs136:Teeth dx:-0.069 Diagnosis:9ccs143:Abdom hernia:0.062 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.054 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.053 Lab:294205 TSH REFLEX TO FT4 - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.506 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:1.000 Lab:294147 FREE T4 - LMC:-0.386 Diagnosis:9ccs165:Inf male gen:0.089 Diagnosis:9ccs223:Birth trauma:-0.087 Newborn Diagnosis:9ccs223:Birth trauma:-0.074 Diagnosis:9ccs239:Superfic inj:0.065 Diagnosis:9ccs136:Teeth dx:0.056 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.056 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.055 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.054 Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.388 [0.117 1.286] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs219:Low birth wt:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.467 Newborn Diagnosis:9ccs253:Allergy:0.271 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.264 Newborn Diagnosis:9ccs256:Exam/eval:0.214 Newborn Diagnosis:9ccs222:Perint jaund:0.213 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.122 Diagnosis:9ccs55:Fluid/elc dx:0.091 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.087 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.086 Diagnosis:9ccs212:Ot bone dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs212:Ot bone dx:1.000 Diagnosis:9ccs209:Ot acq defor:0.182 Diagnosis:9ccs0:No DX:0.085 Diagnosis:9ccs89:Blindness:0.077 Diagnosis:9ccs47:Ot bnign neo:0.064 Diagnosis:9ccs96:Hrt valve dx:0.058 Diagnosis:9ccs58:Ot nutrit dx:0.057 Newborn Diagnosis:9ccs217:Ot cong anom:0.053 Diagnosis:9ccs213:Cardiac anom:0.051 Newborn Diagnosis:9ccs259:Unclassified:0.043 * Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 78 | OR_unadj: 0.507 [0.259 0.995] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:1.000 Diagnosis:9ccs250:Nausea/vomit:0.202 Number of Visits:0.151 Diagnosis:9ccs133:Oth low resp:0.145 Diagnosis:9ccs155:Other GI dx:0.121 Diagnosis:9ccs197:Skin infectn:0.103 Diagnosis:9ccs239:Superfic inj:0.091 Diagnosis:9ccs151:Oth liver dx:0.089 Diagnosis:9ccs141:Ot dx stomch:0.088 Diagnosis:9ccs253:Allergy:0.088 Diagnosis:10ccs58:Ot nutrit dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 1.780 [0.664 4.775] | indivs AUC:0.502 Correlated most with: Diagnosis:10ccs58:Ot nutrit dx:1.000 Diagnosis:9ccs2603:E Codes: Fall:0.703 Diagnosis:9ccs64:Ot hematl dx:0.123 Diagnosis:9ccs8:Oth infectns:0.093 Diagnosis:9ccs209:Ot acq defor:0.088 Number of Visits:0.085 Newborn Diagnosis:9ccs253:Allergy:0.083 Diagnosis:9ccs91:Other eye dx:0.068 Diagnosis:9ccs58:Ot nutrit dx:0.065 Diagnosis:9ccs258:Other screen:0.064 Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 0.733 [0.278 1.935] | indivs AUC:0.487 Correlated most with: Diagnosis:9ccs89:Blindness:1.000 Diagnosis:9ccs91:Other eye dx:0.242 Diagnosis:9ccs217:Ot cong anom:0.212 Diagnosis:9ccs213:Cardiac anom:0.129 Diagnosis:9ccs223:Birth trauma:0.109 Newborn Diagnosis:9ccs218:Liveborn:-0.103 Number of Visits:0.102 Diagnosis:9ccs7:Viral infect:0.088 Diagnosis:9ccs257:Ot aftercare:0.081 Newborn Diagnosis:9ccs191:Amnios dx:0.077 Vital: HC Percentile-avg0to1 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.492 Correlated most with: Newborn Diagnosis:9ccs253:Allergy:-0.170 Diagnosis:9ccs117:Ot circul dx:-0.101 Diagnosis:9ccs213:Cardiac anom:-0.080 Newborn Diagnosis:9ccs213:Cardiac anom:0.080 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.075 Diagnosis:9ccs244:Other injury:-0.070 Diagnosis:9ccs143:Abdom hernia:-0.068 Diagnosis:9ccs96:Hrt valve dx:-0.066 Diagnosis:9ccs4:Mycoses:-0.062 Diagnosis:9ccs47:Ot bnign neo:-0.054 Diagnosis:9ccs240:Burns | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.830 [0.278 2.482] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs240:Burns:1.000 Diagnosis:9ccs243:Poisn nonmed:0.124 Number of Visits:0.123 Diagnosis:9ccs258:Other screen:0.093 Diagnosis:9ccs246:FUO:0.092 Diagnosis:9ccs259:Unclassified:0.076 Diagnosis:9ccs239:Superfic inj:0.072 Diagnosis:9ccs89:Blindness:0.068 Diagnosis:9ccs7:Viral infect:0.068 Diagnosis:9ccs143:Abdom hernia:0.059 Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.386 [0.968 5.880] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs117:Ot circul dx:1.000 Diagnosis:9ccs96:Hrt valve dx:0.228 Diagnosis:9ccs213:Cardiac anom:0.225 Newborn Diagnosis:9ccs253:Allergy:0.164 Newborn Diagnosis:9ccs213:Cardiac anom:0.107 Newborn Diagnosis:9ccs191:Amnios dx:0.095 Diagnosis:9ccs47:Ot bnign neo:0.093 Diagnosis:9ccs8:Oth infectns:0.087 Number of Visits:0.075 Newborn Diagnosis:9ccs256:Exam/eval:0.066 Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.403 [0.159 1.026] | indivs AUC:0.487 Correlated most with: Diagnosis:9ccs95:Oth nerv dx:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.179 Diagnosis:9ccs216:Nerv cong an:0.156 Diagnosis:9ccs211:Ot conn tiss:0.147 Number of Visits:0.117 Diagnosis:9ccs217:Ot cong anom:0.107 Newborn Diagnosis:9ccs219:Low birth wt:0.105 Diagnosis:9ccs94:Other ear dx:0.101 Newborn Diagnosis:9ccs222:Perint jaund:0.091 Diagnosis:9ccs134:Ot uppr resp:0.088 Newborn Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs0:No DX:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.357 Newborn Diagnosis:9ccs94:Other ear dx:-0.355 Newborn Diagnosis:9ccs218:Liveborn:-0.157 Newborn Diagnosis:9ccs224:Ot perint dx:-0.080 Diagnosis:9ccs48:Thyroid dsor:0.067 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.050 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.050 Diagnosis:9ccs198:Ot infl skin:0.044 Diagnosis:9ccs255:Social admin:-0.043 Lab:297275 STREP RAPID TEST (POCT) | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Lab:297275 STREP RAPID TEST (POCT):1.000 Diagnosis:9ccs3:Oth bact inf:0.138 Diagnosis:9ccs76:Meningitis:0.106 Diagnosis:9ccs153:GI hemorrhag:-0.053 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.048 Diagnosis:9ccs163:Other GU dx:-0.047 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.044 Diagnosis:9ccs253:Allergy:-0.044 Diagnosis:9ccs215:gu cong anom:0.042 Diagnosis:9ccs122:Pneumonia:-0.039 Vital: HC Percentile-avg13to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs122:Pneumonia:0.064 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.062 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.062 Newborn Diagnosis:9ccs94:Other ear dx:0.057 Newborn Diagnosis:9ccs224:Ot perint dx:0.052 Diagnosis:9ccs127:COPD:-0.052 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.049 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.049 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.048 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.048 Diagnosis:9ccs64:Ot hematl dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs64:Ot hematl dx:1.000 Diagnosis:9ccs2603:E Codes: Fall:0.128 Diagnosis:10ccs58:Ot nutrit dx:0.123 Diagnosis:9ccs163:Other GU dx:0.073 Diagnosis:9ccs165:Inf male gen:0.067 Newborn Diagnosis:9ccs224:Ot perint dx:0.067 Diagnosis:9ccs244:Other injury:0.065 Newborn Diagnosis:9ccs215:gu cong anom:0.065 Newborn Diagnosis:9ccs256:Exam/eval:0.065 Newborn Diagnosis:9ccs217:Ot cong anom:0.062 Newborn Diagnosis:9ccs218:Liveborn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1748 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Newborn Diagnosis:9ccs218:Liveborn:1.000 Newborn Diagnosis:9ccs0:No DX:-0.157 Newborn Diagnosis:9ccs221:Resp distres:-0.157 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.111 Newborn Diagnosis:9ccs94:Other ear dx:0.110 Diagnosis:9ccs89:Blindness:-0.103 Diagnosis:9ccs136:Teeth dx:-0.094 Diagnosis:9ccs165:Inf male gen:-0.078 Newborn Diagnosis:9ccs215:gu cong anom:-0.076 Newborn Diagnosis:9ccs217:Ot cong anom:-0.073 Diagnosis:9ccs205:Back problem | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs205:Back problem:1.000 Lab:294203 BILIRUBIN TOTAL - LMC:0.095 Diagnosis:9ccs251:Abdomnl pain:0.082 Diagnosis:9ccs133:Oth low resp:0.080 Diagnosis:9ccs224:Ot perint dx:0.077 Diagnosis:9ccs161:Ot dx kidney:0.075 Diagnosis:9ccs216:Nerv cong an:0.073 Number of Visits:0.069 Diagnosis:9ccs48:Thyroid dsor:0.067 Newborn Diagnosis:9ccs213:Cardiac anom:0.064 Vital: HC Percentile-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs0:No DX:-0.067 Diagnosis:9ccs94:Other ear dx:-0.063 Diagnosis:9ccs256:Exam/eval:-0.063 Diagnosis:9ccs136:Teeth dx:-0.056 Diagnosis:9ccs259:Unclassified:0.056 Diagnosis:9ccs2603:E Codes: Fall:-0.055 Diagnosis:9ccs134:Ot uppr resp:-0.050 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.049 Diagnosis:9ccs197:Skin infectn:-0.047 Number of Visits:-0.037 Diagnosis:9ccs258:Other screen | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.822 [0.358 1.886] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs258:Other screen:1.000 Diagnosis:9ccs239:Superfic inj:0.184 Diagnosis:9ccs137:Mouth dx:0.165 Number of Visits:0.156 Diagnosis:9ccs155:Other GI dx:0.145 Diagnosis:9ccs250:Nausea/vomit:0.111 Diagnosis:9ccs127:COPD:0.103 Diagnosis:9ccs256:Exam/eval:0.102 Diagnosis:9ccs151:Oth liver dx:0.100 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.099 Newborn Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.778 [0.604 5.234] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs213:Cardiac anom:0.441 Diagnosis:9ccs96:Hrt valve dx:0.208 Newborn Diagnosis:9ccs96:Hrt valve dx:0.156 Diagnosis:9ccs55:Fluid/elc dx:0.136 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.113 Diagnosis:9ccs117:Ot circul dx:0.107 Diagnosis:9ccs83:Epilepsy/cnv:0.101 Newborn Diagnosis:9ccs253:Allergy:0.092 Newborn Diagnosis:9ccs95:Oth nerv dx:0.086 Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.964 [0.268 3.473] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:1.000 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.258 Lab:294147 FREE T4 - LMC:0.232 Newborn Diagnosis:9ccs253:Allergy:0.096 Diagnosis:9ccs259:Unclassified:0.079 Diagnosis:9ccs216:Nerv cong an:0.070 Newborn Diagnosis:9ccs0:No DX:0.067 Diagnosis:9ccs205:Back problem:0.067 Lab:295669 BILIRUBIN DIRECT - LMC:0.063 Diagnosis:9ccs155:Other GI dx:0.062 Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.421 [0.548 3.688] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs223:Birth trauma:1.000 Newborn Diagnosis:9ccs223:Birth trauma:0.273 Diagnosis:9ccs89:Blindness:0.109 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.087 Diagnosis:9ccs83:Epilepsy/cnv:0.082 Diagnosis:9ccs74:Ot mentl cnd:0.074 Diagnosis:9ccs135:Intest infct:0.063 Diagnosis:9ccs205:Back problem:0.052 Diagnosis:9ccs136:Teeth dx:0.050 Diagnosis:9ccs126:Ot up rsp in:-0.041 Vital: HC Percentile-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.329 [0.351 5.033] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs153:GI hemorrhag:0.077 Diagnosis:9ccs2603:E Codes: Fall:0.075 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.061 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.061 Diagnosis:9ccs222:Perint jaund:0.057 Diagnosis:9ccs256:Exam/eval:0.054 Lab:306617 OCCULT BLOOD TEST (FECAL):0.052 Diagnosis:9ccs128:Asthma:-0.052 Diagnosis:9ccs208:Acq foot def:-0.051 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.046 * Diagnosis:9ccs154:Gastroent | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.210 [0.050 0.880] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs154:Gastroent:1.000 Diagnosis:9ccs153:GI hemorrhag:0.209 Diagnosis:9ccs155:Other GI dx:0.191 Diagnosis:9ccs133:Oth low resp:0.166 Number of Visits:0.145 Diagnosis:9ccs256:Exam/eval:0.138 Diagnosis:9ccs253:Allergy:0.121 Diagnosis:9ccs127:COPD:0.092 Diagnosis:9ccs151:Oth liver dx:0.092 Diagnosis:9ccs58:Ot nutrit dx:0.081 Diagnosis:9ccs243:Poisn nonmed | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.031 [0.592 6.976] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs243:Poisn nonmed:1.000 Diagnosis:9ccs240:Burns:0.124 Lab:292495 LEAD LEVEL - Sunrise:-0.102 Diagnosis:9ccs151:Oth liver dx:0.096 Diagnosis:9ccs92:Otitis media:-0.060 Diagnosis:9ccs209:Ot acq defor:0.054 Diagnosis:9ccs96:Hrt valve dx:0.050 Diagnosis:9ccs215:gu cong anom:0.049 Diagnosis:9ccs135:Intest infct:-0.048 Diagnosis:9ccs250:Nausea/vomit:0.047 Diagnosis:9ccs8:Oth infectns | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.106 [0.403 3.040] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs8:Oth infectns:1.000 Diagnosis:9ccs2603:E Codes: Fall:0.132 Diagnosis:10ccs58:Ot nutrit dx:0.093 Diagnosis:9ccs117:Ot circul dx:0.087 Newborn Diagnosis:9ccs222:Perint jaund:0.082 Diagnosis:9ccs62:Coag/hemr dx:0.070 Diagnosis:9ccs197:Skin infectn:0.063 Diagnosis:9ccs7:Viral infect:0.057 Diagnosis:9ccs258:Other screen:0.057 Diagnosis:9ccs92:Otitis media:0.055 Lab:292495 LEAD LEVEL - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:1.000 Diagnosis:9ccs243:Poisn nonmed:-0.102 Diagnosis:9ccs217:Ot cong anom:0.085 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.069 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.069 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.063 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.063 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.062 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.061 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.055 Vital: HC Percentile-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2603:E Codes: Fall:-0.097 Diagnosis:9ccs0:No DX:-0.086 Diagnosis:9ccs136:Teeth dx:-0.072 Diagnosis:9ccs94:Other ear dx:-0.064 Diagnosis:9ccs134:Ot uppr resp:-0.064 Diagnosis:9ccs197:Skin infectn:-0.061 Lab:306617 OCCULT BLOOD TEST (FECAL):0.058 Diagnosis:9ccs76:Meningitis:-0.054 Diagnosis:9ccs153:GI hemorrhag:0.054 Diagnosis:9ccs256:Exam/eval:-0.048 Vital: HC Percentile-gain5to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs216:Nerv cong an:0.125 Diagnosis:9ccs48:Thyroid dsor:0.116 Newborn Diagnosis:9ccs223:Birth trauma:0.076 Diagnosis:9ccs95:Oth nerv dx:0.063 Newborn Diagnosis:9ccs215:gu cong anom:0.058 Diagnosis:9ccs124:Tonsillitis:0.055 Diagnosis:9ccs143:Abdom hernia:0.053 Diagnosis:9ccs166:Oth male gen:0.046 Diagnosis:9ccs257:Ot aftercare:0.045 Diagnosis:9ccs215:gu cong anom:0.045 Vital: HC Percentile-gain3to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2603:E Codes: Fall:-0.093 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.075 Diagnosis:9ccs153:GI hemorrhag:-0.069 Diagnosis:9ccs76:Meningitis:-0.055 Diagnosis:9ccs154:Gastroent:-0.053 Diagnosis:9ccs92:Otitis media:-0.051 Newborn Diagnosis:9ccs224:Ot perint dx:0.048 Diagnosis:9ccs90:Eye infectn:-0.047 Diagnosis:9ccs4:Mycoses:-0.046 Diagnosis:9ccs244:Other injury:-0.045 Diagnosis:9ccs147:Anal/rectal | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.615 [0.558 4.678] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs147:Anal/rectal:1.000 Diagnosis:9ccs155:Other GI dx:0.132 Lab:297262 HEMOGLOBIN (HEMOCUE):0.094 Diagnosis:9ccs165:Inf male gen:0.094 Newborn Diagnosis:9ccs253:Allergy:0.089 Diagnosis:9ccs137:Mouth dx:0.087 Diagnosis:9ccs90:Eye infectn:0.082 Diagnosis:9ccs154:Gastroent:0.072 Number of Visits:0.072 Diagnosis:9ccs258:Other screen:0.069 Vital: HC Percentile-gain1to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs76:Meningitis:0.097 Diagnosis:9ccs259:Unclassified:-0.053 Diagnosis:9ccs137:Mouth dx:0.053 Diagnosis:9ccs4:Mycoses:0.050 Lab:295669 BILIRUBIN DIRECT - LMC:-0.037 Lab:306617 OCCULT BLOOD TEST (FECAL):0.036 Diagnosis:9ccs153:GI hemorrhag:0.033 Diagnosis:9ccs135:Intest infct:-0.029 Diagnosis:9ccs138:Esophgeal dx:-0.029 Diagnosis:9ccs90:Eye infectn:-0.028 Lab:321981 BILIRUBIN TOTAL - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:1.000 Lab:306617 OCCULT BLOOD TEST (FECAL):0.153 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.142 Diagnosis:9ccs2603:E Codes: Fall:-0.085 Diagnosis:9ccs151:Oth liver dx:-0.083 Diagnosis:9ccs222:Perint jaund:0.077 Diagnosis:9ccs197:Skin infectn:0.057 Lab:294203 BILIRUBIN TOTAL - LMC:-0.055 Diagnosis:9ccs143:Abdom hernia:-0.054 Diagnosis:9ccs259:Unclassified:0.051 Lab:306605 BILIRUBIN DIRECT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Lab:306605 BILIRUBIN DIRECT - Sunrise:1.000 Diagnosis:9ccs48:Thyroid dsor:0.258 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.142 Diagnosis:9ccs58:Ot nutrit dx:0.073 Diagnosis:9ccs239:Superfic inj:0.072 Diagnosis:9ccs126:Ot up rsp in:-0.048 Lab:306617 OCCULT BLOOD TEST (FECAL):0.046 Diagnosis:9ccs222:Perint jaund:-0.045 Diagnosis:9ccs151:Oth liver dx:0.038 Diagnosis:9ccs92:Otitis media:-0.035 Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.293 [0.038 2.259] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs55:Fluid/elc dx:1.000 Newborn Diagnosis:9ccs213:Cardiac anom:0.136 Diagnosis:9ccs62:Coag/hemr dx:0.093 Diagnosis:9ccs219:Low birth wt:0.091 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.089 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.088 Diagnosis:9ccs251:Abdomnl pain:0.082 Diagnosis:9ccs2603:E Codes: Fall:0.081 Diagnosis:9ccs161:Ot dx kidney:0.075 Diagnosis:9ccs216:Nerv cong an:0.073 Diagnosis:9ccs153:GI hemorrhag | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.175 [0.023 1.306] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs153:GI hemorrhag:1.000 Diagnosis:9ccs154:Gastroent:0.209 Diagnosis:9ccs140:Gastritis:0.113 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.099 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.099 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.095 Diagnosis:9ccs155:Other GI dx:0.088 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.087 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.087 Diagnosis:9ccs244:Other injury:0.076 Diagnosis:9ccs247:Lymph enlarg | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.627 [0.240 1.634] | indivs AUC:0.483 Correlated most with: Diagnosis:9ccs247:Lymph enlarg:1.000 Diagnosis:9ccs3:Oth bact inf:0.202 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.105 Diagnosis:9ccs163:Other GU dx:0.090 Diagnosis:9ccs197:Skin infectn:0.087 Number of Visits:0.084 Diagnosis:9ccs137:Mouth dx:0.083 Diagnosis:9ccs95:Oth nerv dx:0.080 Diagnosis:9ccs126:Ot up rsp in:0.074 Diagnosis:9ccs246:FUO:0.071 Vital: BP-latest | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs123:Influenza:0.207 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.132 Diagnosis:9ccs59:Anemia:0.091 Diagnosis:9ccs83:Epilepsy/cnv:-0.088 Diagnosis:9ccs219:Low birth wt:0.087 Diagnosis:9ccs122:Pneumonia:0.072 Diagnosis:9ccs124:Tonsillitis:0.064 Diagnosis:9ccs95:Oth nerv dx:-0.060 Diagnosis:9ccs217:Ot cong anom:-0.051 Diagnosis:9ccs138:Esophgeal dx:-0.047 Newborn Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.641 [0.141 2.905] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.314 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.183 Newborn Diagnosis:9ccs256:Exam/eval:0.179 Newborn Diagnosis:9ccs218:Liveborn:-0.157 Newborn Diagnosis:9ccs222:Perint jaund:0.144 Newborn Diagnosis:9ccs94:Other ear dx:-0.124 Newborn Diagnosis:9ccs259:Unclassified:0.083 Diagnosis:9ccs95:Oth nerv dx:0.067 Newborn Diagnosis:9ccs213:Cardiac anom:0.064 Diagnosis:9ccs75:Hx mental dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs75:Hx mental dx:1.000 Diagnosis:9ccs113:Late eff CVD:0.127 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.081 Diagnosis:9ccs58:Ot nutrit dx:0.057 Diagnosis:9ccs95:Oth nerv dx:0.057 Diagnosis:9ccs239:Superfic inj:0.056 Diagnosis:9ccs244:Other injury:0.055 Newborn Diagnosis:9ccs217:Ot cong anom:0.053 Diagnosis:9ccs128:Asthma:0.048 Diagnosis:9ccs159:UTI:0.045 Vital: BP-avg19to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs55:Fluid/elc dx:-0.124 Diagnosis:9ccs62:Coag/hemr dx:-0.115 Diagnosis:9ccs59:Anemia:0.095 Diagnosis:9ccs117:Ot circul dx:0.091 Diagnosis:9ccs136:Teeth dx:0.075 Diagnosis:9ccs259:Unclassified:-0.074 Diagnosis:9ccs74:Ot mentl cnd:0.061 Diagnosis:9ccs198:Ot infl skin:-0.054 Lab:295669 BILIRUBIN DIRECT - LMC:-0.053 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.051 Vital: HC Percentile-gain7to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs216:Nerv cong an:-0.134 Diagnosis:9ccs234:Crush injury:0.092 Newborn Diagnosis:9ccs223:Birth trauma:-0.082 Diagnosis:9ccs95:Oth nerv dx:-0.068 Newborn Diagnosis:9ccs215:gu cong anom:-0.063 Diagnosis:10ccs58:Ot nutrit dx:0.060 Diagnosis:9ccs124:Tonsillitis:-0.059 Diagnosis:9ccs143:Abdom hernia:-0.057 Diagnosis:9ccs48:Thyroid dsor:-0.055 Diagnosis:9ccs166:Oth male gen:-0.049 Diagnosis:9ccs208:Acq foot def | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs208:Acq foot def:1.000 Diagnosis:9ccs259:Unclassified:0.056 Diagnosis:9ccs217:Ot cong anom:0.049 Diagnosis:9ccs256:Exam/eval:0.048 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.046 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.046 Diagnosis:9ccs95:Oth nerv dx:0.045 Newborn Diagnosis:9ccs215:gu cong anom:0.043 Newborn Diagnosis:9ccs217:Ot cong anom:0.042 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.041 Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs216:Nerv cong an:1.000 Diagnosis:9ccs95:Oth nerv dx:0.156 Diagnosis:9ccs83:Epilepsy/cnv:0.115 Diagnosis:9ccs59:Anemia:0.108 Diagnosis:9ccs62:Coag/hemr dx:0.097 Diagnosis:9ccs74:Ot mentl cnd:0.078 Diagnosis:9ccs55:Fluid/elc dx:0.073 Diagnosis:9ccs205:Back problem:0.073 Diagnosis:9ccs48:Thyroid dsor:0.070 Newborn Diagnosis:9ccs213:Cardiac anom:0.067 Vital: HC Percentile-avg10to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs234:Crush injury:-0.107 Diagnosis:9ccs48:Thyroid dsor:0.099 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.069 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.069 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.060 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.060 Diagnosis:9ccs127:COPD:0.059 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.059 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.059 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.052 Lab:306617 OCCULT BLOOD TEST (FECAL) | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Lab:306617 OCCULT BLOOD TEST (FECAL):1.000 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.153 Diagnosis:9ccs247:Lymph enlarg:-0.105 Diagnosis:9ccs91:Other eye dx:-0.100 Diagnosis:9ccs258:Other screen:-0.099 Lab:294203 BILIRUBIN TOTAL - LMC:-0.082 Lab:295669 BILIRUBIN DIRECT - LMC:-0.078 Diagnosis:9ccs224:Ot perint dx:-0.069 Diagnosis:9ccs222:Perint jaund:-0.068 Diagnosis:9ccs154:Gastroent:0.061 Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:1.000 Diagnosis:9ccs83:Epilepsy/cnv:0.144 Lab:295669 BILIRUBIN DIRECT - LMC:-0.113 Diagnosis:9ccs47:Ot bnign neo:0.105 Diagnosis:9ccs166:Oth male gen:0.098 Diagnosis:9ccs216:Nerv cong an:0.097 Diagnosis:9ccs55:Fluid/elc dx:0.093 Diagnosis:9ccs197:Skin infectn:0.086 Newborn Diagnosis:9ccs213:Cardiac anom:0.086 Diagnosis:9ccs211:Ot conn tiss:0.072 Diagnosis:9ccs2:Septicemia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2:Septicemia:1.000 Diagnosis:9ccs246:FUO:0.166 Newborn Diagnosis:9ccs95:Oth nerv dx:0.130 Diagnosis:9ccs159:UTI:0.129 Diagnosis:9ccs163:Other GU dx:0.104 Newborn Diagnosis:9ccs96:Hrt valve dx:0.074 Diagnosis:9ccs122:Pneumonia:0.071 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.068 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.068 Number of Visits:0.068 Newborn Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.504 Correlated most with: Newborn Diagnosis:9ccs95:Oth nerv dx:1.000 Diagnosis:9ccs2:Septicemia:0.130 Newborn Diagnosis:9ccs253:Allergy:0.130 Newborn Diagnosis:9ccs256:Exam/eval:0.093 Diagnosis:9ccs140:Gastritis:0.093 Newborn Diagnosis:9ccs213:Cardiac anom:0.086 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.077 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.077 Diagnosis:9ccs217:Ot cong anom:0.075 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.075 Diagnosis:9ccs242:Poisn ot med | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs242:Poisn ot med:1.000 Diagnosis:9ccs92:Otitis media:0.066 Number of Visits:0.062 Diagnosis:9ccs222:Perint jaund:0.061 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.056 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.056 Diagnosis:9ccs122:Pneumonia:0.052 Diagnosis:9ccs0:No DX:0.051 Diagnosis:9ccs123:Influenza:0.050 Newborn Diagnosis:9ccs223:Birth trauma:0.050 Diagnosis:9ccs141:Ot dx stomch | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:1.000 Diagnosis:9ccs250:Nausea/vomit:0.179 Diagnosis:9ccs251:Abdomnl pain:0.090 Diagnosis:9ccs138:Esophgeal dx:0.088 Diagnosis:9ccs257:Ot aftercare:0.074 Diagnosis:9ccs128:Asthma:0.062 Lab:295669 BILIRUBIN DIRECT - LMC:0.061 Diagnosis:9ccs143:Abdom hernia:0.059 Diagnosis:9ccs224:Ot perint dx:0.052 Diagnosis:9ccs253:Allergy:0.052 Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs163:Other GU dx:1.000 Diagnosis:9ccs159:UTI:0.164 Newborn Diagnosis:9ccs217:Ot cong anom:0.147 Diagnosis:9ccs161:Ot dx kidney:0.124 Newborn Diagnosis:9ccs215:gu cong anom:0.110 Diagnosis:9ccs2:Septicemia:0.104 Diagnosis:9ccs247:Lymph enlarg:0.090 Number of Visits:0.089 Diagnosis:9ccs217:Ot cong anom:0.079 Diagnosis:9ccs215:gu cong anom:0.078 Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.352 [0.045 2.758] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs3:Oth bact inf:1.000 Diagnosis:9ccs247:Lymph enlarg:0.202 Lab:297275 STREP RAPID TEST (POCT):0.138 Diagnosis:9ccs246:FUO:0.131 Diagnosis:9ccs128:Asthma:0.062 Diagnosis:9ccs58:Ot nutrit dx:0.049 Diagnosis:9ccs137:Mouth dx:0.047 Diagnosis:9ccs123:Influenza:0.046 Diagnosis:9ccs200:Oth skin dx:0.045 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.039 MatDeliveryAge : 0.0227109555307 Number of Visits : 0.0222289352265 Vital : 0.765229225673 Census : 0.138952701854 Diagnosis : 0.0434790948795 Newborn Diagnosis : 0.00683776940649 Lab : 0.000561317429401 Time to run analysis 0:17:09.507557 Total Time elapsed 7:51:28.946410 ----------------------------------------------------- boys min_5 no_wt_bmi gradientboost regression Running batch 1 of 7 with 16 nodes Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.763, R^2 test: -0.026 Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.792, R^2 test: -0.085 Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.845, R^2 test: -0.083 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.978, Explained Variance Score Train: 0.778 AUC Validation: 0.496, Explained Variance Score Validation: -0.049 AUC Test: 0.572, Explained Variance Score Test: -0.034 Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.693, R^2 test: -0.146 Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.786, R^2 test: -0.160 Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.872, R^2 test: -0.131 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.966, Explained Variance Score Train: 0.730 AUC Validation: 0.457, Explained Variance Score Validation: -0.114 AUC Test: 0.526, Explained Variance Score Test: -0.067 Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.771, R^2 test: -0.024 Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.759, R^2 test: -0.023 Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.849, R^2 test: -0.024 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.993, Explained Variance Score Train: 0.773 AUC Validation: 0.574, Explained Variance Score Validation: -0.022 AUC Test: 0.553, Explained Variance Score Test: -0.048 Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.698, R^2 test: 0.003 Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.831, R^2 test: -0.015 Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.873, R^2 test: -0.070 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.982, Explained Variance Score Train: 0.743 AUC Validation: 0.586, Explained Variance Score Validation: -0.009 AUC Test: 0.584, Explained Variance Score Test: -0.006 Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.576, R^2 test: 0.014 Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.639, R^2 test: -0.016 Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.617, R^2 test: -0.008 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.947, Explained Variance Score Train: 0.563 AUC Validation: 0.673, Explained Variance Score Validation: 0.091 AUC Test: 0.563, Explained Variance Score Test: 0.023 Bootstrap CV 11, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.489, R^2 test: -0.067 Bootstrap CV 11, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.657, R^2 test: -0.085 Bootstrap CV 11, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.717, R^2 test: -0.058 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.635 AUC Validation: 0.469, Explained Variance Score Validation: -0.068 AUC Test: 0.572, Explained Variance Score Test: -0.035 Bootstrap CV 12, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.587, R^2 test: 0.019 Bootstrap CV 12, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.688, R^2 test: 0.077 Bootstrap CV 12, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.738, R^2 test: 0.102 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.960, Explained Variance Score Train: 0.692 AUC Validation: 0.660, Explained Variance Score Validation: 0.085 AUC Test: 0.620, Explained Variance Score Test: 0.006 Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.643, R^2 test: -0.125 Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.748, R^2 test: -0.089 Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.828, R^2 test: -0.084 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.982, Explained Variance Score Train: 0.764 AUC Validation: 0.544, Explained Variance Score Validation: -0.039 AUC Test: 0.508, Explained Variance Score Test: -0.038 Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.725, R^2 test: -0.061 Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.781, R^2 test: -0.065 Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.765, R^2 test: -0.067 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.967, Explained Variance Score Train: 0.714 AUC Validation: 0.644, Explained Variance Score Validation: 0.005 AUC Test: 0.548, Explained Variance Score Test: -0.047 Bootstrap CV 13, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.637, R^2 test: 0.010 Bootstrap CV 13, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.808, R^2 test: 0.005 Bootstrap CV 13, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.760, R^2 test: -0.080 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.972, Explained Variance Score Train: 0.607 AUC Validation: 0.632, Explained Variance Score Validation: 0.025 AUC Test: 0.560, Explained Variance Score Test: 0.015 Bootstrap CV 14, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.776, R^2 test: -0.049 Bootstrap CV 14, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.833, R^2 test: -0.060 Bootstrap CV 14, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.880, R^2 test: -0.051 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.980, Explained Variance Score Train: 0.799 AUC Validation: 0.472, Explained Variance Score Validation: -0.067 AUC Test: 0.585, Explained Variance Score Test: 0.029 Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.635, R^2 test: 0.036 Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.716, R^2 test: 0.027 Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.737, R^2 test: 0.035 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.757 AUC Validation: 0.615, Explained Variance Score Validation: 0.055 AUC Test: 0.539, Explained Variance Score Test: -0.033 Bootstrap CV 15, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.751, R^2 test: 0.001 Bootstrap CV 15, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.791, R^2 test: -0.026 Bootstrap CV 15, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.854, R^2 test: 0.024 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.984, Explained Variance Score Train: 0.832 AUC Validation: 0.588, Explained Variance Score Validation: 0.042 AUC Test: 0.524, Explained Variance Score Test: -0.047 Bootstrap CV 10, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.743, R^2 test: -0.011 Bootstrap CV 10, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.804, R^2 test: -0.018 Bootstrap CV 10, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.851, R^2 test: -0.044 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.978, Explained Variance Score Train: 0.818 AUC Validation: 0.604, Explained Variance Score Validation: 0.007 AUC Test: 0.596, Explained Variance Score Test: -0.002 Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.682, R^2 test: 0.012 Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.728, R^2 test: 0.028 Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.730, R^2 test: 0.102 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.977, Explained Variance Score Train: 0.802 AUC Validation: 0.672, Explained Variance Score Validation: 0.032 AUC Test: 0.595, Explained Variance Score Test: 0.018 Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.726, R^2 test: -0.138 Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.873, R^2 test: -0.167 Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.816, R^2 test: -0.094 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.996, Explained Variance Score Train: 0.857 AUC Validation: 0.580, Explained Variance Score Validation: -0.120 AUC Test: 0.593, Explained Variance Score Test: -0.016 Running batch 2 of 7 with 16 nodes Bootstrap CV 25, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.626, R^2 test: -0.132 Bootstrap CV 25, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.707, R^2 test: -0.168 Bootstrap CV 25, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.731, R^2 test: -0.177 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.986, Explained Variance Score Train: 0.641 AUC Validation: 0.386, Explained Variance Score Validation: -0.153 AUC Test: 0.609, Explained Variance Score Test: -0.002 Bootstrap CV 18, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.562, R^2 test: 0.008 Bootstrap CV 18, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.846, R^2 test: 0.041 Bootstrap CV 18, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.822, R^2 test: 0.009 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.960, Explained Variance Score Train: 0.641 AUC Validation: 0.681, Explained Variance Score Validation: 0.056 AUC Test: 0.602, Explained Variance Score Test: -0.008 Bootstrap CV 17, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.618, R^2 test: -0.071 Bootstrap CV 17, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.749, R^2 test: -0.036 Bootstrap CV 17, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.774, R^2 test: -0.063 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.960, Explained Variance Score Train: 0.667 AUC Validation: 0.533, Explained Variance Score Validation: -0.039 AUC Test: 0.588, Explained Variance Score Test: -0.072 Bootstrap CV 20, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.616, R^2 test: -0.066 Bootstrap CV 20, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.744, R^2 test: -0.095 Bootstrap CV 20, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.827, R^2 test: -0.071 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.963, Explained Variance Score Train: 0.754 AUC Validation: 0.591, Explained Variance Score Validation: -0.034 AUC Test: 0.509, Explained Variance Score Test: -0.024 Bootstrap CV 26, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.804, R^2 test: 0.000 Bootstrap CV 26, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.853, R^2 test: -0.030 Bootstrap CV 26, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.896, R^2 test: 0.007 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.983, Explained Variance Score Train: 0.888 AUC Validation: 0.608, Explained Variance Score Validation: 0.002 AUC Test: 0.644, Explained Variance Score Test: -0.002 Bootstrap CV 30, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.690, R^2 test: -0.094 Bootstrap CV 30, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.800, R^2 test: -0.117 Bootstrap CV 30, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.837, R^2 test: -0.055 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.974, Explained Variance Score Train: 0.694 AUC Validation: 0.570, Explained Variance Score Validation: -0.011 AUC Test: 0.556, Explained Variance Score Test: -0.018 Bootstrap CV 23, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.581, R^2 test: -0.202 Bootstrap CV 23, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.694, R^2 test: -0.173 Bootstrap CV 23, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.794, R^2 test: -0.180 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.961, Explained Variance Score Train: 0.666 AUC Validation: 0.507, Explained Variance Score Validation: -0.100 AUC Test: 0.545, Explained Variance Score Test: -0.008 Bootstrap CV 22, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.547, R^2 test: -0.119 Bootstrap CV 22, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.603, R^2 test: -0.143 Bootstrap CV 22, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.841, R^2 test: -0.130 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.969, Explained Variance Score Train: 0.609 AUC Validation: 0.454, Explained Variance Score Validation: -0.102 AUC Test: 0.570, Explained Variance Score Test: 0.011 Bootstrap CV 29, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.762, R^2 test: 0.054 Bootstrap CV 29, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.826, R^2 test: 0.095 Bootstrap CV 29, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.791, R^2 test: 0.041 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.973, Explained Variance Score Train: 0.693 AUC Validation: 0.577, Explained Variance Score Validation: 0.038 AUC Test: 0.535, Explained Variance Score Test: -0.015 Bootstrap CV 19, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.610, R^2 test: -0.014 Bootstrap CV 19, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.641, R^2 test: -0.003 Bootstrap CV 19, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.702, R^2 test: -0.014 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.954, Explained Variance Score Train: 0.609 AUC Validation: 0.562, Explained Variance Score Validation: 0.002 AUC Test: 0.537, Explained Variance Score Test: -0.019 Bootstrap CV 21, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.522, R^2 test: -0.105 Bootstrap CV 21, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.635, R^2 test: -0.099 Bootstrap CV 21, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.698, R^2 test: -0.113 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.951, Explained Variance Score Train: 0.635 AUC Validation: 0.533, Explained Variance Score Validation: -0.034 AUC Test: 0.484, Explained Variance Score Test: -0.055 Bootstrap CV 28, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.743, R^2 test: -0.057 Bootstrap CV 28, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.809, R^2 test: -0.076 Bootstrap CV 28, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.886, R^2 test: -0.140 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.969, Explained Variance Score Train: 0.797 AUC Validation: 0.586, Explained Variance Score Validation: -0.047 AUC Test: 0.565, Explained Variance Score Test: -0.020 Bootstrap CV 27, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.594, R^2 test: -0.062 Bootstrap CV 27, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.702, R^2 test: -0.055 Bootstrap CV 27, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.673, R^2 test: -0.055 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.976, Explained Variance Score Train: 0.700 AUC Validation: 0.597, Explained Variance Score Validation: 0.006 AUC Test: 0.597, Explained Variance Score Test: 0.015 Bootstrap CV 16, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.678, R^2 test: -0.047 Bootstrap CV 16, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.759, R^2 test: -0.026 Bootstrap CV 16, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.834, R^2 test: -0.060 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.981, Explained Variance Score Train: 0.793 AUC Validation: 0.594, Explained Variance Score Validation: -0.004 AUC Test: 0.640, Explained Variance Score Test: 0.012 Bootstrap CV 24, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.712, R^2 test: -0.112 Bootstrap CV 24, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.738, R^2 test: -0.125 Bootstrap CV 24, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.813, R^2 test: -0.113 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.985, Explained Variance Score Train: 0.790 AUC Validation: 0.483, Explained Variance Score Validation: -0.088 AUC Test: 0.589, Explained Variance Score Test: -0.057 Bootstrap CV 31, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.636, R^2 test: -0.197 Bootstrap CV 31, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.730, R^2 test: -0.141 Bootstrap CV 31, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.817, R^2 test: -0.110 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.997, Explained Variance Score Train: 0.782 AUC Validation: 0.518, Explained Variance Score Validation: -0.108 AUC Test: 0.534, Explained Variance Score Test: -0.085 Running batch 3 of 7 with 16 nodes Bootstrap CV 40, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.632, R^2 test: -0.007 Bootstrap CV 40, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.765, R^2 test: -0.010 Bootstrap CV 40, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.718, R^2 test: -0.037 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.619 AUC Validation: 0.555, Explained Variance Score Validation: -0.025 AUC Test: 0.584, Explained Variance Score Test: 0.024 Bootstrap CV 39, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.641, R^2 test: -0.080 Bootstrap CV 39, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.792, R^2 test: -0.127 Bootstrap CV 39, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.824, R^2 test: -0.173 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.992, Explained Variance Score Train: 0.780 AUC Validation: 0.451, Explained Variance Score Validation: -0.138 AUC Test: 0.503, Explained Variance Score Test: -0.054 Bootstrap CV 42, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.639, R^2 test: -0.084 Bootstrap CV 42, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.775, R^2 test: -0.076 Bootstrap CV 42, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.714, R^2 test: -0.089 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.948, Explained Variance Score Train: 0.669 AUC Validation: 0.605, Explained Variance Score Validation: 0.003 AUC Test: 0.548, Explained Variance Score Test: -0.013 Bootstrap CV 34, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.591, R^2 test: -0.015 Bootstrap CV 34, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.604, R^2 test: -0.011 Bootstrap CV 34, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.698, R^2 test: -0.013 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.966, Explained Variance Score Train: 0.686 AUC Validation: 0.613, Explained Variance Score Validation: -0.026 AUC Test: 0.555, Explained Variance Score Test: -0.025 Bootstrap CV 32, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.663, R^2 test: -0.015 Bootstrap CV 32, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.829, R^2 test: -0.014 Bootstrap CV 32, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.889, R^2 test: -0.037 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.969, Explained Variance Score Train: 0.629 AUC Validation: 0.603, Explained Variance Score Validation: 0.023 AUC Test: 0.615, Explained Variance Score Test: 0.005 Bootstrap CV 46, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.689, R^2 test: -0.033 Bootstrap CV 46, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.723, R^2 test: -0.027 Bootstrap CV 46, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.778, R^2 test: -0.084 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.974, Explained Variance Score Train: 0.725 AUC Validation: 0.572, Explained Variance Score Validation: -0.007 AUC Test: 0.623, Explained Variance Score Test: 0.014 Bootstrap CV 47, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.602, R^2 test: -0.078 Bootstrap CV 47, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.644, R^2 test: -0.099 Bootstrap CV 47, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.788, R^2 test: -0.114 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.978, Explained Variance Score Train: 0.612 AUC Validation: 0.511, Explained Variance Score Validation: -0.101 AUC Test: 0.544, Explained Variance Score Test: -0.011 Bootstrap CV 45, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.787, R^2 test: 0.051 Bootstrap CV 45, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.844, R^2 test: -0.013 Bootstrap CV 45, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.885, R^2 test: 0.038 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.959, Explained Variance Score Train: 0.708 AUC Validation: 0.662, Explained Variance Score Validation: 0.022 AUC Test: 0.578, Explained Variance Score Test: 0.011 Bootstrap CV 41, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.640, R^2 test: 0.015 Bootstrap CV 41, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.782, R^2 test: 0.002 Bootstrap CV 41, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.789, R^2 test: -0.005 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.982, Explained Variance Score Train: 0.710 AUC Validation: 0.546, Explained Variance Score Validation: 0.019 AUC Test: 0.565, Explained Variance Score Test: -0.035 Bootstrap CV 43, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.626, R^2 test: -0.056 Bootstrap CV 43, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.755, R^2 test: -0.038 Bootstrap CV 43, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.815, R^2 test: -0.064 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.951, Explained Variance Score Train: 0.700 AUC Validation: 0.534, Explained Variance Score Validation: -0.034 AUC Test: 0.592, Explained Variance Score Test: -0.020 Bootstrap CV 44, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.711, R^2 test: -0.089 Bootstrap CV 44, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.789, R^2 test: -0.132 Bootstrap CV 44, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.797, R^2 test: -0.095 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.973, Explained Variance Score Train: 0.760 AUC Validation: 0.457, Explained Variance Score Validation: -0.040 AUC Test: 0.597, Explained Variance Score Test: 0.024 Bootstrap CV 37, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.685, R^2 test: 0.037 Bootstrap CV 37, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.752, R^2 test: 0.033 Bootstrap CV 37, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.843, R^2 test: 0.052 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.978, Explained Variance Score Train: 0.704 AUC Validation: 0.555, Explained Variance Score Validation: 0.042 AUC Test: 0.583, Explained Variance Score Test: -0.011 Bootstrap CV 36, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.619, R^2 test: 0.008 Bootstrap CV 36, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.733, R^2 test: -0.007 Bootstrap CV 36, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.698, R^2 test: 0.020 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.977, Explained Variance Score Train: 0.651 AUC Validation: 0.515, Explained Variance Score Validation: 0.016 AUC Test: 0.600, Explained Variance Score Test: 0.034 Bootstrap CV 38, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.786, R^2 test: -0.009 Bootstrap CV 38, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.826, R^2 test: 0.004 Bootstrap CV 38, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.900, R^2 test: -0.028 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.732 AUC Validation: 0.530, Explained Variance Score Validation: 0.072 AUC Test: 0.579, Explained Variance Score Test: 0.004 Bootstrap CV 35, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.691, R^2 test: -0.146 Bootstrap CV 35, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.756, R^2 test: -0.147 Bootstrap CV 35, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.774, R^2 test: -0.137 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.965, Explained Variance Score Train: 0.825 AUC Validation: 0.427, Explained Variance Score Validation: -0.105 AUC Test: 0.470, Explained Variance Score Test: -0.073 Bootstrap CV 33, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.661, R^2 test: -0.148 Bootstrap CV 33, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.716, R^2 test: -0.146 Bootstrap CV 33, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.800, R^2 test: -0.129 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.992, Explained Variance Score Train: 0.851 AUC Validation: 0.508, Explained Variance Score Validation: -0.062 AUC Test: 0.616, Explained Variance Score Test: 0.020 Running batch 4 of 7 with 16 nodes Bootstrap CV 50, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.702, R^2 test: 0.050 Bootstrap CV 50, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.735, R^2 test: 0.047 Bootstrap CV 50, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.759, R^2 test: 0.061 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.692 AUC Validation: 0.570, Explained Variance Score Validation: 0.045 AUC Test: 0.560, Explained Variance Score Test: -0.008 Bootstrap CV 52, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.571, R^2 test: -0.007 Bootstrap CV 52, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.685, R^2 test: 0.007 Bootstrap CV 52, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.713, R^2 test: -0.027 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.982, Explained Variance Score Train: 0.604 AUC Validation: 0.576, Explained Variance Score Validation: -0.038 AUC Test: 0.550, Explained Variance Score Test: -0.059 Bootstrap CV 63, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.539, R^2 test: -0.131 Bootstrap CV 63, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.603, R^2 test: -0.062 Bootstrap CV 63, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.632, R^2 test: -0.084 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.950, Explained Variance Score Train: 0.583 AUC Validation: 0.540, Explained Variance Score Validation: 0.010 AUC Test: 0.577, Explained Variance Score Test: -0.025 Bootstrap CV 56, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.753, R^2 test: 0.052 Bootstrap CV 56, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.808, R^2 test: 0.037 Bootstrap CV 56, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.843, R^2 test: 0.014 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.977, Explained Variance Score Train: 0.747 AUC Validation: 0.616, Explained Variance Score Validation: 0.083 AUC Test: 0.570, Explained Variance Score Test: 0.019 Bootstrap CV 58, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.646, R^2 test: -0.066 Bootstrap CV 58, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.772, R^2 test: -0.138 Bootstrap CV 58, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.814, R^2 test: -0.126 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.967, Explained Variance Score Train: 0.746 AUC Validation: 0.547, Explained Variance Score Validation: -0.124 AUC Test: 0.508, Explained Variance Score Test: -0.118 Bootstrap CV 49, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.587, R^2 test: 0.003 Bootstrap CV 49, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.704, R^2 test: -0.007 Bootstrap CV 49, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.801, R^2 test: -0.049 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.984, Explained Variance Score Train: 0.666 AUC Validation: 0.570, Explained Variance Score Validation: 0.028 AUC Test: 0.614, Explained Variance Score Test: 0.030 Bootstrap CV 48, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.794, R^2 test: -0.170 Bootstrap CV 48, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.877, R^2 test: -0.124 Bootstrap CV 48, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.892, R^2 test: -0.131 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.982, Explained Variance Score Train: 0.781 AUC Validation: 0.405, Explained Variance Score Validation: -0.093 AUC Test: 0.573, Explained Variance Score Test: 0.020 Bootstrap CV 61, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.799, R^2 test: -0.067 Bootstrap CV 61, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.890, R^2 test: -0.062 Bootstrap CV 61, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.891, R^2 test: -0.095 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.982, Explained Variance Score Train: 0.807 AUC Validation: 0.516, Explained Variance Score Validation: -0.052 AUC Test: 0.624, Explained Variance Score Test: 0.051 Bootstrap CV 51, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.528, R^2 test: -0.154 Bootstrap CV 51, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.757, R^2 test: -0.112 Bootstrap CV 51, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.846, R^2 test: -0.067 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.944, Explained Variance Score Train: 0.673 AUC Validation: 0.523, Explained Variance Score Validation: -0.022 AUC Test: 0.548, Explained Variance Score Test: -0.026 Bootstrap CV 57, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.685, R^2 test: 0.069 Bootstrap CV 57, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.715, R^2 test: 0.034 Bootstrap CV 57, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.792, R^2 test: -0.023 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.966, Explained Variance Score Train: 0.729 AUC Validation: 0.671, Explained Variance Score Validation: 0.012 AUC Test: 0.584, Explained Variance Score Test: 0.009 Bootstrap CV 60, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.660, R^2 test: -0.104 Bootstrap CV 60, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.712, R^2 test: -0.101 Bootstrap CV 60, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.818, R^2 test: -0.127 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.979, Explained Variance Score Train: 0.733 AUC Validation: 0.497, Explained Variance Score Validation: -0.084 AUC Test: 0.596, Explained Variance Score Test: 0.019 Bootstrap CV 59, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.718, R^2 test: -0.043 Bootstrap CV 59, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.807, R^2 test: -0.047 Bootstrap CV 59, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.811, R^2 test: -0.015 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.961, Explained Variance Score Train: 0.719 AUC Validation: 0.588, Explained Variance Score Validation: 0.009 AUC Test: 0.590, Explained Variance Score Test: -0.016 Bootstrap CV 55, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.734, R^2 test: 0.006 Bootstrap CV 55, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.765, R^2 test: 0.021 Bootstrap CV 55, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.889, R^2 test: 0.044 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.989, Explained Variance Score Train: 0.763 AUC Validation: 0.561, Explained Variance Score Validation: -0.006 AUC Test: 0.534, Explained Variance Score Test: -0.036 Bootstrap CV 53, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.668, R^2 test: 0.063 Bootstrap CV 53, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.804, R^2 test: 0.066 Bootstrap CV 53, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.800, R^2 test: 0.020 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.969, Explained Variance Score Train: 0.734 AUC Validation: 0.695, Explained Variance Score Validation: 0.061 AUC Test: 0.549, Explained Variance Score Test: -0.042 Bootstrap CV 54, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.609, R^2 test: -0.030 Bootstrap CV 54, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.755, R^2 test: -0.050 Bootstrap CV 54, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.803, R^2 test: -0.002 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.951, Explained Variance Score Train: 0.621 AUC Validation: 0.558, Explained Variance Score Validation: 0.011 AUC Test: 0.663, Explained Variance Score Test: 0.073 Bootstrap CV 62, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.655, R^2 test: 0.012 Bootstrap CV 62, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.806, R^2 test: -0.012 Bootstrap CV 62, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.810, R^2 test: 0.005 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.983, Explained Variance Score Train: 0.770 AUC Validation: 0.544, Explained Variance Score Validation: 0.025 AUC Test: 0.599, Explained Variance Score Test: 0.004 Running batch 5 of 7 with 16 nodes Bootstrap CV 78, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.754, R^2 test: -0.011 Bootstrap CV 78, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.789, R^2 test: -0.045 Bootstrap CV 78, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.845, R^2 test: -0.044 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.972, Explained Variance Score Train: 0.729 AUC Validation: 0.634, Explained Variance Score Validation: -0.015 AUC Test: 0.588, Explained Variance Score Test: 0.006 Bootstrap CV 71, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.614, R^2 test: -0.064 Bootstrap CV 71, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.703, R^2 test: -0.015 Bootstrap CV 71, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.699, R^2 test: -0.016 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.961, Explained Variance Score Train: 0.698 AUC Validation: 0.595, Explained Variance Score Validation: 0.089 AUC Test: 0.611, Explained Variance Score Test: -0.003 Bootstrap CV 68, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.616, R^2 test: -0.189 Bootstrap CV 68, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.839, R^2 test: -0.391 Bootstrap CV 68, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.746, R^2 test: -0.248 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.968, Explained Variance Score Train: 0.678 AUC Validation: 0.536, Explained Variance Score Validation: -0.191 AUC Test: 0.550, Explained Variance Score Test: -0.056 Bootstrap CV 72, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.702, R^2 test: 0.002 Bootstrap CV 72, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.865, R^2 test: 0.003 Bootstrap CV 72, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.860, R^2 test: -0.016 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.985, Explained Variance Score Train: 0.744 AUC Validation: 0.540, Explained Variance Score Validation: 0.002 AUC Test: 0.500, Explained Variance Score Test: -0.029 Bootstrap CV 64, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.598, R^2 test: -0.043 Bootstrap CV 64, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.669, R^2 test: -0.027 Bootstrap CV 64, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.835, R^2 test: -0.039 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.986, Explained Variance Score Train: 0.630 AUC Validation: 0.547, Explained Variance Score Validation: -0.055 AUC Test: 0.563, Explained Variance Score Test: -0.009 Bootstrap CV 67, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.654, R^2 test: -0.052 Bootstrap CV 67, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.726, R^2 test: -0.037 Bootstrap CV 67, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.779, R^2 test: -0.014 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.976, Explained Variance Score Train: 0.782 AUC Validation: 0.594, Explained Variance Score Validation: -0.059 AUC Test: 0.564, Explained Variance Score Test: -0.034 Bootstrap CV 79, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.788, R^2 test: -0.213 Bootstrap CV 79, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.883, R^2 test: -0.315 Bootstrap CV 79, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.898, R^2 test: -0.368 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.985, Explained Variance Score Train: 0.808 AUC Validation: 0.436, Explained Variance Score Validation: -0.225 AUC Test: 0.551, Explained Variance Score Test: -0.066 Bootstrap CV 73, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.619, R^2 test: -0.051 Bootstrap CV 73, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.849, R^2 test: -0.216 Bootstrap CV 73, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.810, R^2 test: -0.167 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.982, Explained Variance Score Train: 0.685 AUC Validation: 0.567, Explained Variance Score Validation: -0.106 AUC Test: 0.581, Explained Variance Score Test: 0.022 Bootstrap CV 76, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.633, R^2 test: -0.069 Bootstrap CV 76, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.774, R^2 test: -0.085 Bootstrap CV 76, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.722, R^2 test: -0.061 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.983, Explained Variance Score Train: 0.661 AUC Validation: 0.575, Explained Variance Score Validation: -0.081 AUC Test: 0.526, Explained Variance Score Test: -0.020 Bootstrap CV 65, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.537, R^2 test: -0.007 Bootstrap CV 65, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.696, R^2 test: -0.057 Bootstrap CV 65, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.705, R^2 test: -0.101 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.974, Explained Variance Score Train: 0.623 AUC Validation: 0.560, Explained Variance Score Validation: 0.006 AUC Test: 0.529, Explained Variance Score Test: -0.077 Bootstrap CV 75, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.667, R^2 test: -0.033 Bootstrap CV 75, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.672, R^2 test: -0.071 Bootstrap CV 75, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.816, R^2 test: 0.008 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.973, Explained Variance Score Train: 0.739 AUC Validation: 0.618, Explained Variance Score Validation: 0.025 AUC Test: 0.636, Explained Variance Score Test: 0.032 Bootstrap CV 70, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.638, R^2 test: -0.059 Bootstrap CV 70, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.788, R^2 test: -0.118 Bootstrap CV 70, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.800, R^2 test: -0.088 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.635 AUC Validation: 0.577, Explained Variance Score Validation: 0.010 AUC Test: 0.556, Explained Variance Score Test: -0.041 Bootstrap CV 69, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.681, R^2 test: -0.035 Bootstrap CV 69, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.734, R^2 test: -0.013 Bootstrap CV 69, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.717, R^2 test: -0.031 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.976, Explained Variance Score Train: 0.766 AUC Validation: 0.531, Explained Variance Score Validation: -0.009 AUC Test: 0.559, Explained Variance Score Test: -0.056 Bootstrap CV 66, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.638, R^2 test: -0.003 Bootstrap CV 66, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.771, R^2 test: 0.005 Bootstrap CV 66, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.756, R^2 test: -0.038 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.984, Explained Variance Score Train: 0.758 AUC Validation: 0.478, Explained Variance Score Validation: -0.030 AUC Test: 0.553, Explained Variance Score Test: -0.042 Bootstrap CV 74, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.708, R^2 test: -0.048 Bootstrap CV 74, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.743, R^2 test: -0.040 Bootstrap CV 74, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.752, R^2 test: -0.061 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.957, Explained Variance Score Train: 0.795 AUC Validation: 0.554, Explained Variance Score Validation: -0.032 AUC Test: 0.617, Explained Variance Score Test: 0.052 Bootstrap CV 77, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.693, R^2 test: -0.043 Bootstrap CV 77, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.786, R^2 test: -0.040 Bootstrap CV 77, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.764, R^2 test: -0.037 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.992, Explained Variance Score Train: 0.830 AUC Validation: 0.535, Explained Variance Score Validation: -0.031 AUC Test: 0.522, Explained Variance Score Test: -0.037 Running batch 6 of 7 with 16 nodes Bootstrap CV 88, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.747, R^2 test: -0.127 Bootstrap CV 88, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.815, R^2 test: -0.118 Bootstrap CV 88, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.876, R^2 test: -0.077 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.979, Explained Variance Score Train: 0.759 AUC Validation: 0.551, Explained Variance Score Validation: -0.076 AUC Test: 0.573, Explained Variance Score Test: -0.025 Bootstrap CV 89, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.694, R^2 test: -0.020 Bootstrap CV 89, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.762, R^2 test: -0.120 Bootstrap CV 89, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.837, R^2 test: -0.164 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.976, Explained Variance Score Train: 0.741 AUC Validation: 0.529, Explained Variance Score Validation: -0.069 AUC Test: 0.600, Explained Variance Score Test: -0.002 Bootstrap CV 90, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.850, R^2 test: -0.012 Bootstrap CV 90, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.871, R^2 test: -0.013 Bootstrap CV 90, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.890, R^2 test: -0.053 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.954, Explained Variance Score Train: 0.847 AUC Validation: 0.580, Explained Variance Score Validation: 0.040 AUC Test: 0.636, Explained Variance Score Test: 0.017 Bootstrap CV 86, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.557, R^2 test: -0.051 Bootstrap CV 86, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.749, R^2 test: 0.015 Bootstrap CV 86, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.782, R^2 test: -0.021 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.981, Explained Variance Score Train: 0.601 AUC Validation: 0.608, Explained Variance Score Validation: -0.002 AUC Test: 0.555, Explained Variance Score Test: -0.031 Bootstrap CV 83, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.586, R^2 test: -0.047 Bootstrap CV 83, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.697, R^2 test: -0.047 Bootstrap CV 83, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.704, R^2 test: -0.029 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.957, Explained Variance Score Train: 0.687 AUC Validation: 0.668, Explained Variance Score Validation: 0.003 AUC Test: 0.537, Explained Variance Score Test: -0.038 Bootstrap CV 92, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.686, R^2 test: -0.118 Bootstrap CV 92, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.726, R^2 test: -0.117 Bootstrap CV 92, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.856, R^2 test: -0.093 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.983, Explained Variance Score Train: 0.680 AUC Validation: 0.551, Explained Variance Score Validation: -0.001 AUC Test: 0.500, Explained Variance Score Test: -0.048 Bootstrap CV 81, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.786, R^2 test: 0.043 Bootstrap CV 81, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.830, R^2 test: 0.010 Bootstrap CV 81, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.904, R^2 test: -0.010 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.978, Explained Variance Score Train: 0.815 AUC Validation: 0.635, Explained Variance Score Validation: 0.018 AUC Test: 0.589, Explained Variance Score Test: 0.021 Bootstrap CV 94, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.657, R^2 test: 0.056 Bootstrap CV 94, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.784, R^2 test: 0.055 Bootstrap CV 94, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.811, R^2 test: 0.036 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.974, Explained Variance Score Train: 0.685 AUC Validation: 0.630, Explained Variance Score Validation: 0.063 AUC Test: 0.544, Explained Variance Score Test: -0.036 Bootstrap CV 84, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.659, R^2 test: -0.218 Bootstrap CV 84, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.594, R^2 test: -0.159 Bootstrap CV 84, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.791, R^2 test: -0.205 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.981, Explained Variance Score Train: 0.677 AUC Validation: 0.444, Explained Variance Score Validation: -0.155 AUC Test: 0.552, Explained Variance Score Test: -0.023 Bootstrap CV 82, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.764, R^2 test: 0.022 Bootstrap CV 82, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.825, R^2 test: -0.021 Bootstrap CV 82, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.897, R^2 test: 0.028 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.957, Explained Variance Score Train: 0.859 AUC Validation: 0.694, Explained Variance Score Validation: 0.036 AUC Test: 0.575, Explained Variance Score Test: 0.009 Bootstrap CV 87, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.711, R^2 test: -0.031 Bootstrap CV 87, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.761, R^2 test: 0.002 Bootstrap CV 87, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.834, R^2 test: -0.056 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.979, Explained Variance Score Train: 0.828 AUC Validation: 0.554, Explained Variance Score Validation: -0.027 AUC Test: 0.539, Explained Variance Score Test: -0.107 Bootstrap CV 93, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.706, R^2 test: 0.062 Bootstrap CV 93, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.757, R^2 test: 0.027 Bootstrap CV 93, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.842, R^2 test: 0.019 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.979, Explained Variance Score Train: 0.740 AUC Validation: 0.714, Explained Variance Score Validation: 0.076 AUC Test: 0.572, Explained Variance Score Test: -0.004 Bootstrap CV 91, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.802, R^2 test: -0.009 Bootstrap CV 91, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.860, R^2 test: 0.011 Bootstrap CV 91, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.891, R^2 test: -0.055 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.996, Explained Variance Score Train: 0.871 AUC Validation: 0.459, Explained Variance Score Validation: -0.054 AUC Test: 0.594, Explained Variance Score Test: 0.005 Bootstrap CV 95, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.596, R^2 test: -0.106 Bootstrap CV 95, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.687, R^2 test: -0.144 Bootstrap CV 95, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.797, R^2 test: -0.152 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.972, Explained Variance Score Train: 0.689 AUC Validation: 0.401, Explained Variance Score Validation: -0.112 AUC Test: 0.507, Explained Variance Score Test: -0.026 Bootstrap CV 80, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.594, R^2 test: -0.036 Bootstrap CV 80, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.689, R^2 test: -0.054 Bootstrap CV 80, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.814, R^2 test: -0.015 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.973, Explained Variance Score Train: 0.708 AUC Validation: 0.512, Explained Variance Score Validation: -0.069 AUC Test: 0.568, Explained Variance Score Test: -0.020 Bootstrap CV 85, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.672, R^2 test: -0.061 Bootstrap CV 85, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.790, R^2 test: -0.022 Bootstrap CV 85, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.876, R^2 test: -0.007 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.989, Explained Variance Score Train: 0.808 AUC Validation: 0.520, Explained Variance Score Validation: -0.031 AUC Test: 0.551, Explained Variance Score Test: -0.038 Running batch 7 of 7 with 4 nodes Bootstrap CV 98, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.633, R^2 test: -0.179 Bootstrap CV 98, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.729, R^2 test: -0.225 Bootstrap CV 98, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.874, R^2 test: -0.219 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.967, Explained Variance Score Train: 0.643 AUC Validation: 0.478, Explained Variance Score Validation: -0.055 AUC Test: 0.614, Explained Variance Score Test: 0.024 Bootstrap CV 96, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.651, R^2 test: 0.041 Bootstrap CV 96, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.714, R^2 test: 0.045 Bootstrap CV 96, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.760, R^2 test: 0.002 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.970, Explained Variance Score Train: 0.710 AUC Validation: 0.512, Explained Variance Score Validation: 0.030 AUC Test: 0.517, Explained Variance Score Test: -0.072 Bootstrap CV 99, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.732, R^2 test: -0.046 Bootstrap CV 99, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.777, R^2 test: -0.047 Bootstrap CV 99, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.890, R^2 test: -0.046 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.978, Explained Variance Score Train: 0.701 AUC Validation: 0.412, Explained Variance Score Validation: -0.049 AUC Test: 0.583, Explained Variance Score Test: -0.011 Bootstrap CV 97, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.665, R^2 test: -0.129 Bootstrap CV 97, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.729, R^2 test: -0.133 Bootstrap CV 97, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.751, R^2 test: -0.112 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.987, Explained Variance Score Train: 0.856 AUC Validation: 0.405, Explained Variance Score Validation: -0.120 AUC Test: 0.531, Explained Variance Score Test: -0.061 total Variables 254 and total subjects: 1751 ->AUC validation: 0.554 95% CI: [0.540 , 0.568] ->AUC test: 0.568 95% CI: [0.561 , 0.575] ->R^2 validation: -0.025 95% CI: [-0.037 , -0.013] ->R^2 test: -0.017 95% CI: [-0.023 , -0.010] ->Explained Variance validation: -0.053 95% CI: [-0.066 , -0.039] ->Explained Variance test: -0.038 95% CI: [-0.044 , -0.031] Test set metrics: @threshold:0.461, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:0.336, sens:0.012, spec:0.993, ppv:0.333, acc:0.760, f1:0.023, mcc:0.012, total+:3, total-:347 @threshold:0.233, sens:0.060, spec:0.989, ppv:0.625, acc:0.769, f1:0.110, mcc:0.053, total+:8, total-:342 @threshold:0.177, sens:0.072, spec:0.970, ppv:0.429, acc:0.757, f1:0.124, mcc:0.013, total+:14, total-:336 @threshold:0.175, sens:0.072, spec:0.966, ppv:0.400, acc:0.754, f1:0.122, mcc:0.010, total+:15, total-:335 @threshold:0.161, sens:0.084, spec:0.963, ppv:0.412, acc:0.754, f1:0.140, mcc:0.011, total+:17, total-:333 @threshold:0.161, sens:0.084, spec:0.959, ppv:0.389, acc:0.751, f1:0.139, mcc:0.009, total+:18, total-:332 @threshold:0.151, sens:0.096, spec:0.959, ppv:0.421, acc:0.754, f1:0.157, mcc:0.011, total+:19, total-:331 @threshold:0.113, sens:0.120, spec:0.955, ppv:0.455, acc:0.757, f1:0.190, mcc:0.013, total+:22, total-:328 @threshold:0.092, sens:0.133, spec:0.940, ppv:0.407, acc:0.749, f1:0.200, mcc:0.008, total+:27, total-:323 @threshold:0.088, sens:0.133, spec:0.936, ppv:0.393, acc:0.746, f1:0.198, mcc:0.007, total+:28, total-:322 @threshold:0.065, sens:0.145, spec:0.910, ppv:0.333, acc:0.729, f1:0.202, mcc:0.004, total+:36, total-:314 @threshold:0.053, sens:0.169, spec:0.906, ppv:0.359, acc:0.731, f1:0.230, mcc:0.005, total+:39, total-:311 @threshold:0.040, sens:0.181, spec:0.899, ppv:0.357, acc:0.729, f1:0.240, mcc:0.005, total+:42, total-:308 @threshold:0.038, sens:0.181, spec:0.895, ppv:0.349, acc:0.726, f1:0.238, mcc:0.004, total+:43, total-:307 @threshold:0.036, sens:0.193, spec:0.895, ppv:0.364, acc:0.729, f1:0.252, mcc:0.005, total+:44, total-:306 @threshold:0.035, sens:0.193, spec:0.891, ppv:0.356, acc:0.726, f1:0.250, mcc:0.004, total+:45, total-:305 @threshold:0.033, sens:0.205, spec:0.891, ppv:0.370, acc:0.729, f1:0.264, mcc:0.005, total+:46, total-:304 @threshold:0.033, sens:0.205, spec:0.888, ppv:0.362, acc:0.726, f1:0.262, mcc:0.005, total+:47, total-:303 @threshold:0.028, sens:0.217, spec:0.873, ppv:0.346, acc:0.717, f1:0.267, mcc:0.004, total+:52, total-:298 @threshold:0.018, sens:0.253, spec:0.869, ppv:0.375, acc:0.723, f1:0.302, mcc:0.005, total+:56, total-:294 @threshold:0.016, sens:0.265, spec:0.861, ppv:0.373, acc:0.720, f1:0.310, mcc:0.005, total+:59, total-:291 @threshold:0.015, sens:0.265, spec:0.858, ppv:0.367, acc:0.717, f1:0.308, mcc:0.004, total+:60, total-:290 @threshold:0.014, sens:0.277, spec:0.858, ppv:0.377, acc:0.720, f1:0.319, mcc:0.005, total+:61, total-:289 @threshold:0.003, sens:0.301, spec:0.854, ppv:0.391, acc:0.723, f1:0.340, mcc:0.005, total+:64, total-:286 @threshold:0.001, sens:0.313, spec:0.850, ppv:0.394, acc:0.723, f1:0.349, mcc:0.005, total+:66, total-:284 @threshold:-0.005, sens:0.313, spec:0.846, ppv:0.388, acc:0.720, f1:0.347, mcc:0.005, total+:67, total-:283 @threshold:-0.012, sens:0.325, spec:0.839, ppv:0.386, acc:0.717, f1:0.353, mcc:0.005, total+:70, total-:280 @threshold:-0.013, sens:0.325, spec:0.835, ppv:0.380, acc:0.714, f1:0.351, mcc:0.005, total+:71, total-:279 @threshold:-0.022, sens:0.337, spec:0.813, ppv:0.359, acc:0.700, f1:0.348, mcc:0.004, total+:78, total-:272 @threshold:-0.030, sens:0.337, spec:0.809, ppv:0.354, acc:0.697, f1:0.346, mcc:0.004, total+:79, total-:271 @threshold:-0.062, sens:0.349, spec:0.775, ppv:0.326, acc:0.674, f1:0.337, mcc:0.003, total+:89, total-:261 @threshold:-0.063, sens:0.349, spec:0.772, ppv:0.322, acc:0.671, f1:0.335, mcc:0.002, total+:90, total-:260 @threshold:-0.076, sens:0.361, spec:0.757, ppv:0.316, acc:0.663, f1:0.337, mcc:0.002, total+:95, total-:255 @threshold:-0.080, sens:0.361, spec:0.753, ppv:0.312, acc:0.660, f1:0.335, mcc:0.002, total+:96, total-:254 @threshold:-0.099, sens:0.373, spec:0.730, ppv:0.301, acc:0.646, f1:0.333, mcc:0.002, total+:103, total-:247 @threshold:-0.100, sens:0.373, spec:0.727, ppv:0.298, acc:0.643, f1:0.332, mcc:0.002, total+:104, total-:246 @threshold:-0.106, sens:0.386, spec:0.708, ppv:0.291, acc:0.631, f1:0.332, mcc:0.001, total+:110, total-:240 @threshold:-0.107, sens:0.386, spec:0.704, ppv:0.288, acc:0.629, f1:0.330, mcc:0.001, total+:111, total-:239 @threshold:-0.119, sens:0.398, spec:0.689, ppv:0.284, acc:0.620, f1:0.332, mcc:0.001, total+:116, total-:234 @threshold:-0.120, sens:0.398, spec:0.685, ppv:0.282, acc:0.617, f1:0.330, mcc:0.001, total+:117, total-:233 @threshold:-0.145, sens:0.410, spec:0.637, ppv:0.260, acc:0.583, f1:0.318, mcc:0.001, total+:131, total-:219 @threshold:-0.146, sens:0.410, spec:0.633, ppv:0.258, acc:0.580, f1:0.316, mcc:0.001, total+:132, total-:218 @threshold:-0.156, sens:0.422, spec:0.614, ppv:0.254, acc:0.569, f1:0.317, mcc:0.000, total+:138, total-:212 @threshold:-0.156, sens:0.422, spec:0.610, ppv:0.252, acc:0.566, f1:0.315, mcc:0.000, total+:139, total-:211 @threshold:-0.167, sens:0.434, spec:0.588, ppv:0.247, acc:0.551, f1:0.314, mcc:0.000, total+:146, total-:204 @threshold:-0.176, sens:0.446, spec:0.584, ppv:0.250, acc:0.551, f1:0.320, mcc:0.000, total+:148, total-:202 @threshold:-0.178, sens:0.458, spec:0.577, ppv:0.252, acc:0.549, f1:0.325, mcc:0.000, total+:151, total-:199 @threshold:-0.181, sens:0.458, spec:0.573, ppv:0.250, acc:0.546, f1:0.323, mcc:0.000, total+:152, total-:198 @threshold:-0.181, sens:0.470, spec:0.573, ppv:0.255, acc:0.549, f1:0.331, mcc:0.000, total+:153, total-:197 @threshold:-0.182, sens:0.470, spec:0.569, ppv:0.253, acc:0.546, f1:0.329, mcc:0.000, total+:154, total-:196 @threshold:-0.186, sens:0.482, spec:0.566, ppv:0.256, acc:0.546, f1:0.335, mcc:0.001, total+:156, total-:194 @threshold:-0.188, sens:0.482, spec:0.562, ppv:0.255, acc:0.543, f1:0.333, mcc:0.000, total+:157, total-:193 @threshold:-0.194, sens:0.494, spec:0.551, ppv:0.255, acc:0.537, f1:0.336, mcc:0.000, total+:161, total-:189 @threshold:-0.194, sens:0.494, spec:0.547, ppv:0.253, acc:0.534, f1:0.335, mcc:0.000, total+:162, total-:188 @threshold:-0.196, sens:0.506, spec:0.547, ppv:0.258, acc:0.537, f1:0.341, mcc:0.001, total+:163, total-:187 @threshold:-0.199, sens:0.506, spec:0.543, ppv:0.256, acc:0.534, f1:0.340, mcc:0.001, total+:164, total-:186 @threshold:-0.202, sens:0.518, spec:0.543, ppv:0.261, acc:0.537, f1:0.347, mcc:0.001, total+:165, total-:185 @threshold:-0.203, sens:0.518, spec:0.539, ppv:0.259, acc:0.534, f1:0.345, mcc:0.001, total+:166, total-:184 @threshold:-0.219, sens:0.530, spec:0.509, ppv:0.251, acc:0.514, f1:0.341, mcc:0.000, total+:175, total-:175 @threshold:-0.227, sens:0.542, spec:0.506, ppv:0.254, acc:0.514, f1:0.346, mcc:0.000, total+:177, total-:173 @threshold:-0.237, sens:0.554, spec:0.476, ppv:0.247, acc:0.494, f1:0.342, mcc:0.000, total+:186, total-:164 @threshold:-0.241, sens:0.566, spec:0.472, ppv:0.250, acc:0.494, f1:0.347, mcc:0.000, total+:188, total-:162 @threshold:-0.247, sens:0.578, spec:0.457, ppv:0.249, acc:0.486, f1:0.348, mcc:0.000, total+:193, total-:157 @threshold:-0.248, sens:0.578, spec:0.453, ppv:0.247, acc:0.483, f1:0.347, mcc:0.000, total+:194, total-:156 @threshold:-0.260, sens:0.590, spec:0.423, ppv:0.241, acc:0.463, f1:0.343, mcc:0.000, total+:203, total-:147 @threshold:-0.260, sens:0.590, spec:0.419, ppv:0.240, acc:0.460, f1:0.341, mcc:0.000, total+:204, total-:146 @threshold:-0.264, sens:0.602, spec:0.416, ppv:0.243, acc:0.460, f1:0.346, mcc:0.000, total+:206, total-:144 @threshold:-0.265, sens:0.602, spec:0.412, ppv:0.242, acc:0.457, f1:0.345, mcc:0.000, total+:207, total-:143 @threshold:-0.268, sens:0.614, spec:0.404, ppv:0.243, acc:0.454, f1:0.348, mcc:0.000, total+:210, total-:140 @threshold:-0.268, sens:0.614, spec:0.401, ppv:0.242, acc:0.451, f1:0.347, mcc:0.000, total+:211, total-:139 @threshold:-0.268, sens:0.627, spec:0.386, ppv:0.241, acc:0.443, f1:0.348, mcc:0.000, total+:216, total-:134 @threshold:-0.269, sens:0.639, spec:0.386, ppv:0.244, acc:0.446, f1:0.353, mcc:0.000, total+:217, total-:133 @threshold:-0.272, sens:0.639, spec:0.382, ppv:0.243, acc:0.443, f1:0.352, mcc:0.000, total+:218, total-:132 @threshold:-0.273, sens:0.651, spec:0.382, ppv:0.247, acc:0.446, f1:0.358, mcc:0.000, total+:219, total-:131 @threshold:-0.274, sens:0.651, spec:0.378, ppv:0.245, acc:0.443, f1:0.356, mcc:0.000, total+:220, total-:130 @threshold:-0.277, sens:0.663, spec:0.371, ppv:0.247, acc:0.440, f1:0.359, mcc:0.000, total+:223, total-:127 @threshold:-0.279, sens:0.663, spec:0.367, ppv:0.246, acc:0.437, f1:0.358, mcc:0.000, total+:224, total-:126 @threshold:-0.284, sens:0.675, spec:0.356, ppv:0.246, acc:0.431, f1:0.360, mcc:0.000, total+:228, total-:122 @threshold:-0.285, sens:0.687, spec:0.352, ppv:0.248, acc:0.431, f1:0.364, mcc:0.000, total+:230, total-:120 @threshold:-0.296, sens:0.699, spec:0.326, ppv:0.244, acc:0.414, f1:0.361, mcc:0.000, total+:238, total-:112 @threshold:-0.301, sens:0.699, spec:0.322, ppv:0.243, acc:0.411, f1:0.360, mcc:0.000, total+:239, total-:111 @threshold:-0.304, sens:0.711, spec:0.311, ppv:0.243, acc:0.406, f1:0.362, mcc:0.000, total+:243, total-:107 @threshold:-0.308, sens:0.735, spec:0.307, ppv:0.248, acc:0.409, f1:0.371, mcc:0.000, total+:246, total-:104 @threshold:-0.316, sens:0.747, spec:0.300, ppv:0.249, acc:0.406, f1:0.373, mcc:0.000, total+:249, total-:101 @threshold:-0.318, sens:0.747, spec:0.296, ppv:0.248, acc:0.403, f1:0.372, mcc:0.000, total+:250, total-:100 @threshold:-0.320, sens:0.759, spec:0.296, ppv:0.251, acc:0.406, f1:0.377, mcc:0.001, total+:251, total-:99 @threshold:-0.320, sens:0.759, spec:0.292, ppv:0.250, acc:0.403, f1:0.376, mcc:0.001, total+:252, total-:98 @threshold:-0.324, sens:0.771, spec:0.288, ppv:0.252, acc:0.403, f1:0.380, mcc:0.001, total+:254, total-:96 @threshold:-0.329, sens:0.783, spec:0.285, ppv:0.254, acc:0.403, f1:0.383, mcc:0.001, total+:256, total-:94 @threshold:-0.348, sens:0.795, spec:0.243, ppv:0.246, acc:0.374, f1:0.376, mcc:0.000, total+:268, total-:82 @threshold:-0.349, sens:0.795, spec:0.240, ppv:0.245, acc:0.371, f1:0.375, mcc:0.000, total+:269, total-:81 @threshold:-0.354, sens:0.807, spec:0.240, ppv:0.248, acc:0.374, f1:0.380, mcc:0.001, total+:270, total-:80 @threshold:-0.354, sens:0.819, spec:0.236, ppv:0.250, acc:0.374, f1:0.383, mcc:0.001, total+:272, total-:78 @threshold:-0.371, sens:0.831, spec:0.221, ppv:0.249, acc:0.366, f1:0.383, mcc:0.001, total+:277, total-:73 @threshold:-0.373, sens:0.831, spec:0.217, ppv:0.248, acc:0.363, f1:0.382, mcc:0.001, total+:278, total-:72 @threshold:-0.379, sens:0.843, spec:0.210, ppv:0.249, acc:0.360, f1:0.385, mcc:0.001, total+:281, total-:69 @threshold:-0.380, sens:0.843, spec:0.206, ppv:0.248, acc:0.357, f1:0.384, mcc:0.001, total+:282, total-:68 @threshold:-0.397, sens:0.855, spec:0.199, ppv:0.249, acc:0.354, f1:0.386, mcc:0.001, total+:285, total-:65 @threshold:-0.399, sens:0.867, spec:0.195, ppv:0.251, acc:0.354, f1:0.389, mcc:0.001, total+:287, total-:63 @threshold:-0.413, sens:0.880, spec:0.180, ppv:0.250, acc:0.346, f1:0.389, mcc:0.001, total+:292, total-:58 @threshold:-0.413, sens:0.880, spec:0.176, ppv:0.249, acc:0.343, f1:0.388, mcc:0.001, total+:293, total-:57 @threshold:-0.420, sens:0.892, spec:0.172, ppv:0.251, acc:0.343, f1:0.392, mcc:0.001, total+:295, total-:55 @threshold:-0.423, sens:0.892, spec:0.169, ppv:0.250, acc:0.340, f1:0.391, mcc:0.001, total+:296, total-:54 @threshold:-0.424, sens:0.904, spec:0.169, ppv:0.253, acc:0.343, f1:0.395, mcc:0.001, total+:297, total-:53 @threshold:-0.429, sens:0.904, spec:0.165, ppv:0.252, acc:0.340, f1:0.394, mcc:0.001, total+:298, total-:52 @threshold:-0.450, sens:0.916, spec:0.154, ppv:0.252, acc:0.334, f1:0.395, mcc:0.001, total+:302, total-:48 @threshold:-0.452, sens:0.916, spec:0.150, ppv:0.251, acc:0.331, f1:0.394, mcc:0.001, total+:303, total-:47 @threshold:-0.498, sens:0.928, spec:0.094, ppv:0.241, acc:0.291, f1:0.383, mcc:0.000, total+:319, total-:31 @threshold:-0.502, sens:0.928, spec:0.090, ppv:0.241, acc:0.289, f1:0.382, mcc:0.000, total+:320, total-:30 @threshold:-0.506, sens:0.940, spec:0.082, ppv:0.241, acc:0.286, f1:0.384, mcc:0.001, total+:323, total-:27 @threshold:-0.521, sens:0.952, spec:0.079, ppv:0.243, acc:0.286, f1:0.387, mcc:0.001, total+:325, total-:25 @threshold:-0.521, sens:0.964, spec:0.079, ppv:0.245, acc:0.289, f1:0.391, mcc:0.001, total+:326, total-:24 @threshold:-0.535, sens:0.976, spec:0.075, ppv:0.247, acc:0.289, f1:0.394, mcc:0.001, total+:328, total-:22 @threshold:-0.603, sens:0.988, spec:0.045, ppv:0.243, acc:0.269, f1:0.390, mcc:0.001, total+:337, total-:13 @threshold:-0.605, sens:0.988, spec:0.041, ppv:0.243, acc:0.266, f1:0.390, mcc:0.001, total+:338, total-:12 @threshold:-0.749, sens:1.000, spec:0.004, ppv:0.238, acc:0.240, f1:0.384, mcc:0.002, total+:349, total-:1 Vital: Temp-avg10to13 | coef 0.016 95% CI: [0.014 , 0.018] | OR_adj 1.016 [1.014 1.018] | occ: 1421 | OR_unadj: 1.209 [0.963 1.519] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs92:Otitis media:0.139 Diagnosis:9ccs126:Ot up rsp in:0.109 Number of Visits:0.096 Diagnosis:9ccs154:Gastroent:-0.081 Newborn Diagnosis:9ccs223:Birth trauma:0.067 Diagnosis:9ccs124:Tonsillitis:0.064 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.063 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.063 Diagnosis:9ccs4:Mycoses:0.062 Diagnosis:9ccs59:Anemia:-0.060 Vital: Ht Percentile-gain13to19 | coef 0.016 95% CI: [0.013 , 0.018] | OR_adj 1.016 [1.013 1.018] | occ: 832 | OR_unadj: 1.172 [0.894 1.536] | indivs AUC:0.476 Correlated most with: Diagnosis:9ccs244:Other injury:0.068 Newborn Diagnosis:9ccs191:Amnios dx:-0.067 Newborn Diagnosis:9ccs223:Birth trauma:-0.066 Diagnosis:9ccs259:Unclassified:0.064 Diagnosis:10ccs58:Ot nutrit dx:-0.051 Diagnosis:9ccs250:Nausea/vomit:0.049 Diagnosis:9ccs75:Hx mental dx:-0.049 Diagnosis:9ccs198:Ot infl skin:-0.049 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.046 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.045 Vital: Temp-avg3to5 | coef 0.015 95% CI: [0.013 , 0.018] | OR_adj 1.015 [1.013 1.018] | occ: 1345 | OR_unadj: 1.059 [0.839 1.337] | indivs AUC:0.533 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:-0.083 Diagnosis:9ccs7:Viral infect:-0.078 Diagnosis:9ccs155:Other GI dx:0.068 Newborn Diagnosis:9ccs213:Cardiac anom:-0.062 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.059 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.059 Newborn Diagnosis:9ccs0:No DX:-0.059 Diagnosis:9ccs256:Exam/eval:0.057 Diagnosis:9ccs258:Other screen:-0.054 Diagnosis:9ccs2:Septicemia:0.050 Vital: Temp-avg5to7 | coef 0.015 95% CI: [0.013 , 0.017] | OR_adj 1.015 [1.013 1.018] | occ: 1371 | OR_unadj: 1.070 [0.850 1.347] | indivs AUC:0.527 Correlated most with: Diagnosis:9ccs122:Pneumonia:0.081 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.072 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.072 Diagnosis:9ccs134:Ot uppr resp:0.071 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.068 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.068 Diagnosis:9ccs92:Otitis media:0.068 Number of Visits:0.063 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.060 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.060 Vital: Ht-gain0to3 | coef 0.014 95% CI: [0.012 , 0.016] | OR_adj 1.014 [1.012 1.016] | occ: 1419 | OR_unadj: 1.156 [0.909 1.469] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs8:Oth infectns:0.072 Diagnosis:9ccs2:Septicemia:0.067 Diagnosis:9ccs216:Nerv cong an:-0.061 Diagnosis:9ccs140:Gastritis:0.052 Diagnosis:9ccs124:Tonsillitis:-0.051 Newborn Diagnosis:9ccs223:Birth trauma:0.051 Diagnosis:9ccs234:Crush injury:0.046 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.043 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.043 Number of Visits:0.042 Vital: Temp-avg0to1 | coef 0.014 95% CI: [0.012 , 0.016] | OR_adj 1.014 [1.012 1.016] | occ: 1328 | OR_unadj: 1.360 [0.970 1.906] | indivs AUC:0.573 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.159 Diagnosis:9ccs255:Social admin:-0.118 Diagnosis:9ccs95:Oth nerv dx:-0.116 Diagnosis:9ccs76:Meningitis:-0.098 Diagnosis:9ccs7:Viral infect:-0.093 Diagnosis:9ccs166:Oth male gen:-0.083 Diagnosis:9ccs198:Ot infl skin:-0.076 Diagnosis:9ccs257:Ot aftercare:-0.074 Diagnosis:9ccs125:Bronchitis:-0.071 Diagnosis:9ccs128:Asthma:-0.068 Vital: Temp-avg19to24 | coef 0.014 95% CI: [0.012 , 0.015] | OR_adj 1.014 [1.012 1.016] | occ: 1411 | OR_unadj: 1.141 [0.859 1.515] | indivs AUC:0.484 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.128 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.127 Diagnosis:9ccs113:Late eff CVD:-0.094 Diagnosis:9ccs239:Superfic inj:-0.084 Diagnosis:9ccs10:Immuniz/scrn:-0.083 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.082 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.082 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.077 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.077 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.075 Number of Visits | coef 0.014 95% CI: [0.012 , 0.015] | OR_adj 1.014 [1.012 1.015] | occ: 1696 | OR_unadj: 0.956 [0.759 1.205] | indivs AUC:0.444 Correlated most with: Number of Visits:1.000 Diagnosis:9ccs126:Ot up rsp in:0.440 Diagnosis:9ccs7:Viral infect:0.408 Diagnosis:9ccs92:Otitis media:0.404 Diagnosis:9ccs257:Ot aftercare:0.371 Diagnosis:9ccs155:Other GI dx:0.323 Diagnosis:9ccs133:Oth low resp:0.321 Diagnosis:9ccs128:Asthma:0.320 Diagnosis:9ccs253:Allergy:0.299 Diagnosis:9ccs135:Intest infct:0.295 Vital: Temp-avg7to10 | coef 0.013 95% CI: [0.012 , 0.015] | OR_adj 1.014 [1.012 1.015] | occ: 1385 | OR_unadj: 1.015 [0.714 1.445] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.219 Diagnosis:9ccs255:Social admin:-0.172 Diagnosis:9ccs257:Ot aftercare:-0.140 Diagnosis:9ccs7:Viral infect:-0.138 Diagnosis:9ccs126:Ot up rsp in:-0.136 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.089 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.087 Diagnosis:9ccs125:Bronchitis:-0.086 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.085 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.083 Vital: Ht Percentile-gain16to24 | coef 0.013 95% CI: [0.011 , 0.016] | OR_adj 1.014 [1.011 1.016] | occ: 975 | OR_unadj: 1.147 [0.882 1.492] | indivs AUC:0.549 Correlated most with: Number of Visits:-0.088 Diagnosis:9ccs259:Unclassified:-0.085 Diagnosis:9ccs59:Anemia:-0.077 Diagnosis:9ccs257:Ot aftercare:-0.055 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.055 Diagnosis:9ccs133:Oth low resp:-0.055 Diagnosis:9ccs143:Abdom hernia:-0.054 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.054 Diagnosis:9ccs127:COPD:-0.052 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.052 * Vital: Ht-gain1to5 | coef 0.013 95% CI: [0.012 , 0.015] | OR_adj 1.014 [1.012 1.015] | occ: 1460 | OR_unadj: 0.762 [0.607 0.957] | indivs AUC:0.454 Correlated most with: Number of Visits:0.145 Diagnosis:9ccs126:Ot up rsp in:0.115 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.097 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.097 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.085 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.085 Lab:297275 STREP RAPID TEST (POCT):-0.080 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.075 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.074 Diagnosis:9ccs257:Ot aftercare:0.071 Vital: Temp-avg1to3 | coef 0.013 95% CI: [0.012 , 0.015] | OR_adj 1.013 [1.012 1.015] | occ: 1377 | OR_unadj: 1.065 [0.826 1.373] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs257:Ot aftercare:-0.106 Diagnosis:9ccs7:Viral infect:-0.100 Diagnosis:9ccs134:Ot uppr resp:0.086 Diagnosis:9ccs10:Immuniz/scrn:-0.086 Diagnosis:9ccs124:Tonsillitis:0.067 Newborn Diagnosis:9ccs223:Birth trauma:0.065 Diagnosis:9ccs255:Social admin:-0.064 Diagnosis:9ccs200:Oth skin dx:-0.061 Diagnosis:9ccs125:Bronchitis:-0.058 MatDeliveryAge:-0.055 Vital: Ht-gain10to16 | coef 0.013 95% CI: [0.011 , 0.015] | OR_adj 1.013 [1.011 1.015] | occ: 1442 | OR_unadj: 0.837 [0.658 1.064] | indivs AUC:0.499 Correlated most with: Number of Visits:0.069 Lab:292495 LEAD LEVEL - Sunrise:0.062 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.058 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.057 Diagnosis:9ccs243:Poisn nonmed:-0.053 Diagnosis:9ccs251:Abdomnl pain:0.048 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.048 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.048 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.047 Diagnosis:9ccs58:Ot nutrit dx:0.047 Vital: Temp-latest | coef 0.013 95% CI: [0.012 , 0.015] | OR_adj 1.013 [1.012 1.015] | occ: 1676 | OR_unadj: 1.157 [0.921 1.453] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:0.083 Diagnosis:9ccs124:Tonsillitis:0.081 Diagnosis:9ccs154:Gastroent:-0.079 Diagnosis:9ccs92:Otitis media:0.064 Diagnosis:9ccs126:Ot up rsp in:0.062 Diagnosis:9ccs151:Oth liver dx:-0.062 Diagnosis:9ccs239:Superfic inj:-0.059 Diagnosis:9ccs166:Oth male gen:-0.058 Diagnosis:9ccs96:Hrt valve dx:0.054 Diagnosis:9ccs91:Other eye dx:0.050 Vital: Ht-gain16to24 | coef 0.013 95% CI: [0.011 , 0.015] | OR_adj 1.013 [1.012 1.015] | occ: 1442 | OR_unadj: 0.985 [0.700 1.387] | indivs AUC:0.536 Correlated most with: Number of Visits:-0.094 Diagnosis:9ccs55:Fluid/elc dx:-0.073 Diagnosis:9ccs126:Ot up rsp in:-0.059 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.054 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.053 Diagnosis:9ccs257:Ot aftercare:-0.053 Diagnosis:9ccs259:Unclassified:-0.052 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.052 Diagnosis:9ccs197:Skin infectn:-0.048 Diagnosis:9ccs135:Intest infct:-0.048 Vital: Temp-avg16to19 | coef 0.013 95% CI: [0.011 , 0.015] | OR_adj 1.013 [1.012 1.015] | occ: 1323 | OR_unadj: 0.807 [0.561 1.162] | indivs AUC:0.512 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.158 Diagnosis:9ccs255:Social admin:-0.148 Number of Visits:-0.135 Diagnosis:9ccs239:Superfic inj:-0.112 Diagnosis:9ccs126:Ot up rsp in:-0.111 Diagnosis:9ccs240:Burns:-0.093 Diagnosis:9ccs257:Ot aftercare:-0.092 Diagnosis:9ccs258:Other screen:-0.086 Diagnosis:9ccs90:Eye infectn:-0.082 Diagnosis:9ccs133:Oth low resp:-0.081 * Vital: Ht Percentile-latest | coef 0.013 95% CI: [0.011 , 0.015] | OR_adj 1.013 [1.011 1.016] | occ: 1058 | OR_unadj: 1.698 [1.338 2.155] | indivs AUC:0.611 Correlated most with: Diagnosis:9ccs59:Anemia:-0.070 Diagnosis:9ccs136:Teeth dx:-0.061 Diagnosis:9ccs244:Other injury:0.059 Newborn Diagnosis:9ccs224:Ot perint dx:0.056 Diagnosis:9ccs212:Ot bone dx:-0.053 Diagnosis:9ccs223:Birth trauma:0.053 Diagnosis:9ccs147:Anal/rectal:0.052 Newborn Diagnosis:9ccs223:Birth trauma:0.052 Diagnosis:9ccs257:Ot aftercare:-0.050 Diagnosis:9ccs243:Poisn nonmed:-0.049 Vital: HC-gain0to3 | coef 0.013 95% CI: [0.011 , 0.014] | OR_adj 1.013 [1.011 1.014] | occ: 1344 | OR_unadj: 1.162 [0.915 1.474] | indivs AUC:0.517 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:-0.064 Diagnosis:9ccs240:Burns:-0.059 Diagnosis:9ccs200:Oth skin dx:0.057 Diagnosis:9ccs134:Ot uppr resp:-0.050 Diagnosis:9ccs62:Coag/hemr dx:-0.048 Diagnosis:9ccs257:Ot aftercare:0.047 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.047 Diagnosis:9ccs2:Septicemia:0.045 Diagnosis:9ccs208:Acq foot def:0.041 Diagnosis:9ccs7:Viral infect:0.040 Vital: Ht-gain7to13 | coef 0.012 95% CI: [0.011 , 0.014] | OR_adj 1.012 [1.011 1.014] | occ: 1476 | OR_unadj: 1.168 [0.864 1.580] | indivs AUC:0.536 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:0.069 Lab:292495 LEAD LEVEL - Sunrise:-0.063 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.063 Diagnosis:9ccs197:Skin infectn:0.055 Diagnosis:9ccs58:Ot nutrit dx:-0.052 Diagnosis:9ccs59:Anemia:0.052 Diagnosis:9ccs10:Immuniz/scrn:-0.050 Newborn Diagnosis:9ccs224:Ot perint dx:0.048 Diagnosis:9ccs251:Abdomnl pain:-0.046 Diagnosis:9ccs135:Intest infct:0.044 Vital: Ht-gain13to19 | coef 0.012 95% CI: [0.011 , 0.014] | OR_adj 1.012 [1.011 1.014] | occ: 1399 | OR_unadj: 1.182 [0.941 1.485] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs243:Poisn nonmed:0.062 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.052 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.049 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.049 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.045 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.045 Diagnosis:9ccs246:FUO:0.045 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.044 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.044 Newborn Diagnosis:9ccs223:Birth trauma:-0.042 Vital: Ht-gain3to7 | coef 0.012 95% CI: [0.010 , 0.014] | OR_adj 1.012 [1.011 1.014] | occ: 1460 | OR_unadj: 1.123 [0.894 1.411] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs127:COPD:0.093 Diagnosis:9ccs92:Otitis media:0.080 Diagnosis:9ccs126:Ot up rsp in:0.078 Number of Visits:0.075 Diagnosis:9ccs212:Ot bone dx:0.072 Diagnosis:9ccs47:Ot bnign neo:-0.070 Diagnosis:9ccs200:Oth skin dx:-0.065 Diagnosis:9ccs113:Late eff CVD:0.065 Diagnosis:9ccs122:Pneumonia:0.064 Lab:297275 STREP RAPID TEST (POCT):0.062 Vital: Ht Percentile-gain10to16 | coef 0.012 95% CI: [0.010 , 0.014] | OR_adj 1.012 [1.010 1.014] | occ: 760 | OR_unadj: 0.965 [0.731 1.274] | indivs AUC:0.544 Correlated most with: Diagnosis:9ccs0:No DX:0.103 Lab:292495 LEAD LEVEL - Sunrise:0.069 Diagnosis:9ccs222:Perint jaund:-0.061 Diagnosis:9ccs122:Pneumonia:0.059 Diagnosis:9ccs47:Ot bnign neo:0.056 Diagnosis:9ccs126:Ot up rsp in:0.055 Diagnosis:9ccs62:Coag/hemr dx:0.055 Number of Visits:0.054 Newborn Diagnosis:9ccs218:Liveborn:0.053 Diagnosis:9ccs244:Other injury:-0.050 Vital: Temp-avg13to16 | coef 0.012 95% CI: [0.010 , 0.014] | OR_adj 1.012 [1.010 1.014] | occ: 1321 | OR_unadj: 1.104 [0.599 2.033] | indivs AUC:0.549 Correlated most with: Newborn Diagnosis:9ccs95:Oth nerv dx:-0.267 Number of Visits:-0.231 Diagnosis:9ccs255:Social admin:-0.178 Diagnosis:9ccs126:Ot up rsp in:-0.170 Diagnosis:9ccs10:Immuniz/scrn:-0.169 Diagnosis:9ccs257:Ot aftercare:-0.159 Diagnosis:9ccs7:Viral infect:-0.159 Diagnosis:9ccs90:Eye infectn:-0.129 Diagnosis:9ccs95:Oth nerv dx:-0.124 Diagnosis:9ccs244:Other injury:-0.119 Vital: Ht-gain5to10 | coef 0.012 95% CI: [0.010 , 0.013] | OR_adj 1.012 [1.010 1.013] | occ: 1443 | OR_unadj: 1.120 [0.888 1.414] | indivs AUC:0.506 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:-0.068 Newborn Diagnosis:9ccs0:No DX:0.061 Diagnosis:9ccs197:Skin infectn:-0.057 Diagnosis:9ccs259:Unclassified:-0.056 Number of Visits:0.055 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.053 Diagnosis:9ccs2:Septicemia:-0.048 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.046 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.046 Diagnosis:9ccs257:Ot aftercare:0.045 Vital: HR-latest | coef 0.012 95% CI: [0.009 , 0.014] | OR_adj 1.012 [1.009 1.014] | occ: 1040 | OR_unadj: 1.213 [0.939 1.565] | indivs AUC:0.496 Correlated most with: Number of Visits:-0.082 Diagnosis:9ccs124:Tonsillitis:-0.063 Diagnosis:9ccs127:COPD:-0.063 Diagnosis:9ccs96:Hrt valve dx:-0.062 Diagnosis:9ccs117:Ot circul dx:-0.061 Diagnosis:9ccs128:Asthma:-0.058 Diagnosis:9ccs253:Allergy:-0.055 Diagnosis:9ccs89:Blindness:-0.055 Diagnosis:9ccs251:Abdomnl pain:-0.053 Diagnosis:9ccs10:Immuniz/scrn:0.048 * Vital: Ht Percentile-gain7to13 | coef 0.012 95% CI: [0.009 , 0.014] | OR_adj 1.012 [1.010 1.014] | occ: 690 | OR_unadj: 1.479 [1.110 1.972] | indivs AUC:0.576 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:-0.080 Diagnosis:9ccs62:Coag/hemr dx:-0.054 Diagnosis:9ccs151:Oth liver dx:-0.051 Diagnosis:9ccs258:Other screen:-0.051 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.051 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.050 Lab:297275 STREP RAPID TEST (POCT):0.047 Diagnosis:9ccs234:Crush injury:0.044 Diagnosis:9ccs58:Ot nutrit dx:0.042 Newborn Diagnosis:9ccs191:Amnios dx:0.041 MatDeliveryAge | coef 0.011 95% CI: [0.010 , 0.013] | OR_adj 1.011 [1.010 1.013] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.529 Correlated most with: MatDeliveryAge:1.000 Newborn Diagnosis:9ccs259:Unclassified:0.132 Number of Visits:0.107 Diagnosis:9ccs239:Superfic inj:0.080 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.067 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.066 Diagnosis:9ccs123:Influenza:0.062 Diagnosis:9ccs74:Ot mentl cnd:0.062 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.061 Diagnosis:9ccs90:Eye infectn:0.059 * Vital: Ht-avg0to1 | coef 0.011 95% CI: [0.010 , 0.013] | OR_adj 1.011 [1.010 1.013] | occ: 1350 | OR_unadj: 1.413 [1.125 1.774] | indivs AUC:0.574 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.333 Diagnosis:9ccs219:Low birth wt:-0.286 Newborn Diagnosis:9ccs253:Allergy:-0.131 Newborn Diagnosis:9ccs221:Resp distres:-0.120 Lab:297262 HEMOGLOBIN (HEMOCUE):0.114 Newborn Diagnosis:9ccs222:Perint jaund:-0.114 Newborn Diagnosis:9ccs256:Exam/eval:-0.101 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.082 Lab:294203 BILIRUBIN TOTAL - LMC:-0.068 Diagnosis:9ccs117:Ot circul dx:-0.059 Vital: HC-gain10to16 | coef 0.011 95% CI: [0.009 , 0.013] | OR_adj 1.011 [1.009 1.013] | occ: 1231 | OR_unadj: 0.870 [0.694 1.091] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs257:Ot aftercare:0.092 Diagnosis:9ccs239:Superfic inj:-0.073 Diagnosis:9ccs83:Epilepsy/cnv:0.068 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.066 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.066 Newborn Diagnosis:9ccs96:Hrt valve dx:0.064 Lab:292495 LEAD LEVEL - Sunrise:0.061 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.060 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.058 Diagnosis:9ccs256:Exam/eval:-0.056 Vital: HC-avg0to1 | coef 0.011 95% CI: [0.009 , 0.013] | OR_adj 1.011 [1.009 1.013] | occ: 1207 | OR_unadj: 1.069 [0.849 1.345] | indivs AUC:0.564 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.277 Diagnosis:9ccs219:Low birth wt:-0.224 Lab:297262 HEMOGLOBIN (HEMOCUE):0.123 Newborn Diagnosis:9ccs222:Perint jaund:-0.113 Diagnosis:9ccs205:Back problem:-0.092 Newborn Diagnosis:9ccs253:Allergy:-0.088 Newborn Diagnosis:9ccs224:Ot perint dx:0.079 Newborn Diagnosis:9ccs256:Exam/eval:-0.076 Newborn Diagnosis:9ccs221:Resp distres:-0.076 Lab:294203 BILIRUBIN TOTAL - LMC:-0.074 * Vital: Ht-avg10to13 | coef 0.010 95% CI: [0.009 , 0.012] | OR_adj 1.010 [1.009 1.012] | occ: 1403 | OR_unadj: 1.702 [1.355 2.140] | indivs AUC:0.575 Correlated most with: Diagnosis:9ccs246:FUO:0.117 Newborn Diagnosis:9ccs219:Low birth wt:-0.106 Diagnosis:9ccs219:Low birth wt:-0.085 Diagnosis:9ccs2:Septicemia:0.068 Newborn Diagnosis:9ccs253:Allergy:-0.063 Diagnosis:9ccs223:Birth trauma:0.063 Diagnosis:9ccs200:Oth skin dx:0.063 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.061 Newborn Diagnosis:9ccs223:Birth trauma:0.056 Diagnosis:9ccs166:Oth male gen:-0.056 * Vital: Ht-avg16to19 | coef 0.010 95% CI: [0.008 , 0.011] | OR_adj 1.010 [1.008 1.012] | occ: 1291 | OR_unadj: 1.538 [1.221 1.939] | indivs AUC:0.568 Correlated most with: Diagnosis:9ccs147:Anal/rectal:0.075 Newborn Diagnosis:9ccs219:Low birth wt:-0.072 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.069 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.069 Newborn Diagnosis:9ccs224:Ot perint dx:0.067 Diagnosis:9ccs251:Abdomnl pain:0.058 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.049 Newborn Diagnosis:9ccs259:Unclassified:-0.049 Diagnosis:9ccs95:Oth nerv dx:-0.049 Diagnosis:9ccs200:Oth skin dx:0.047 * Vital: Ht-avg1to3 | coef 0.010 95% CI: [0.009 , 0.011] | OR_adj 1.010 [1.009 1.011] | occ: 1374 | OR_unadj: 1.477 [1.174 1.858] | indivs AUC:0.528 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.290 Diagnosis:9ccs219:Low birth wt:-0.225 Newborn Diagnosis:9ccs221:Resp distres:-0.146 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.126 Newborn Diagnosis:9ccs256:Exam/eval:-0.108 Newborn Diagnosis:9ccs253:Allergy:-0.106 Newborn Diagnosis:9ccs222:Perint jaund:-0.099 Lab:297262 HEMOGLOBIN (HEMOCUE):0.095 Diagnosis:9ccs2:Septicemia:0.078 Diagnosis:9ccs8:Oth infectns:0.059 Vital: HC-gain5to10 | coef 0.010 95% CI: [0.009 , 0.011] | OR_adj 1.010 [1.009 1.011] | occ: 1329 | OR_unadj: 0.973 [0.772 1.226] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs257:Ot aftercare:0.070 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.065 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.065 Diagnosis:9ccs154:Gastroent:-0.065 Newborn Diagnosis:9ccs0:No DX:0.060 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.054 Diagnosis:9ccs259:Unclassified:-0.051 MatDeliveryAge:-0.049 Diagnosis:9ccs2:Septicemia:-0.049 Diagnosis:9ccs197:Skin infectn:-0.047 * Vital: HC-gain3to7 | coef 0.010 95% CI: [0.009 , 0.011] | OR_adj 1.010 [1.009 1.011] | occ: 1347 | OR_unadj: 1.370 [1.014 1.851] | indivs AUC:0.578 Correlated most with: Number of Visits:0.084 Diagnosis:9ccs92:Otitis media:0.061 Diagnosis:9ccs122:Pneumonia:0.057 Diagnosis:9ccs256:Exam/eval:-0.055 Diagnosis:9ccs240:Burns:0.054 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.053 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.053 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.050 Diagnosis:9ccs127:COPD:0.048 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.048 * Vital: HC-avg1to3 | coef 0.010 95% CI: [0.008 , 0.011] | OR_adj 1.010 [1.008 1.011] | occ: 1235 | OR_unadj: 1.366 [1.082 1.723] | indivs AUC:0.544 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.245 Diagnosis:9ccs219:Low birth wt:-0.191 Newborn Diagnosis:9ccs221:Resp distres:-0.114 Lab:297262 HEMOGLOBIN (HEMOCUE):0.102 Newborn Diagnosis:9ccs222:Perint jaund:-0.094 Newborn Diagnosis:9ccs253:Allergy:-0.090 Diagnosis:9ccs2603:E Codes: Fall:0.075 Newborn Diagnosis:9ccs223:Birth trauma:0.068 Diagnosis:9ccs223:Birth trauma:0.064 Newborn Diagnosis:9ccs256:Exam/eval:-0.064 Vital: HC-gain1to5 | coef 0.010 95% CI: [0.008 , 0.011] | OR_adj 1.010 [1.008 1.011] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.445 Correlated most with: Number of Visits:0.113 Diagnosis:9ccs126:Ot up rsp in:0.097 Diagnosis:9ccs125:Bronchitis:0.086 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.080 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.080 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.075 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.075 Diagnosis:9ccs124:Tonsillitis:0.075 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.074 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.074 * Vital: Ht Percentile-avg16to19 | coef 0.010 95% CI: [0.007 , 0.012] | OR_adj 1.010 [1.007 1.012] | occ: 747 | OR_unadj: 1.399 [1.073 1.825] | indivs AUC:0.547 Correlated most with: Diagnosis:9ccs147:Anal/rectal:0.072 Diagnosis:9ccs223:Birth trauma:0.069 Diagnosis:9ccs208:Acq foot def:0.064 Diagnosis:9ccs239:Superfic inj:-0.061 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.060 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.060 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.059 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.059 Diagnosis:9ccs259:Unclassified:0.059 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.058 * Vital: Ht Percentile-avg10to13 | coef 0.010 95% CI: [0.008 , 0.012] | OR_adj 1.010 [1.008 1.012] | occ: 660 | OR_unadj: 1.758 [1.345 2.298] | indivs AUC:0.555 Correlated most with: Diagnosis:9ccs223:Birth trauma:0.096 Newborn Diagnosis:9ccs223:Birth trauma:0.075 Newborn Diagnosis:9ccs219:Low birth wt:-0.069 Diagnosis:9ccs117:Ot circul dx:-0.064 Newborn Diagnosis:9ccs221:Resp distres:-0.062 Diagnosis:9ccs205:Back problem:0.062 Diagnosis:9ccs219:Low birth wt:-0.060 Diagnosis:9ccs58:Ot nutrit dx:0.059 Newborn Diagnosis:9ccs253:Allergy:-0.055 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.055 Vital: HC-gain13to19 | coef 0.010 95% CI: [0.008 , 0.011] | OR_adj 1.010 [1.008 1.011] | occ: 1054 | OR_unadj: 1.081 [0.862 1.357] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs166:Oth male gen:-0.060 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.060 Diagnosis:9ccs243:Poisn nonmed:0.059 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.055 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.054 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.054 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.053 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.049 Diagnosis:9ccs74:Ot mentl cnd:0.049 Diagnosis:9ccs208:Acq foot def:-0.048 Vital: Ht-avg7to10 | coef 0.009 95% CI: [0.008 , 0.011] | OR_adj 1.009 [1.008 1.011] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.483 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.153 Diagnosis:9ccs219:Low birth wt:-0.081 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.063 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.063 Newborn Diagnosis:9ccs256:Exam/eval:-0.060 Diagnosis:9ccs223:Birth trauma:0.059 Diagnosis:9ccs200:Oth skin dx:0.058 Newborn Diagnosis:9ccs221:Resp distres:-0.055 Newborn Diagnosis:9ccs253:Allergy:-0.054 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.054 Vital: HC-latest | coef 0.009 95% CI: [0.007 , 0.011] | OR_adj 1.009 [1.007 1.011] | occ: 1631 | OR_unadj: 1.158 [0.909 1.475] | indivs AUC:0.546 Correlated most with: Number of Visits:0.268 Diagnosis:9ccs126:Ot up rsp in:0.236 Diagnosis:9ccs257:Ot aftercare:0.193 Diagnosis:9ccs92:Otitis media:0.191 Diagnosis:9ccs10:Immuniz/scrn:0.188 Diagnosis:9ccs125:Bronchitis:0.168 Diagnosis:9ccs7:Viral infect:0.160 Diagnosis:9ccs128:Asthma:0.128 Diagnosis:9ccs135:Intest infct:0.113 Diagnosis:9ccs90:Eye infectn:0.110 * Vital: HC-avg7to10 | coef 0.009 95% CI: [0.008 , 0.011] | OR_adj 1.009 [1.008 1.011] | occ: 1119 | OR_unadj: 1.386 [1.102 1.744] | indivs AUC:0.563 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.084 Lab:297262 HEMOGLOBIN (HEMOCUE):0.083 Diagnosis:9ccs75:Hx mental dx:0.073 Diagnosis:9ccs2603:E Codes: Fall:0.070 Diagnosis:9ccs209:Ot acq defor:0.061 Newborn Diagnosis:9ccs221:Resp distres:-0.058 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.057 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.057 Diagnosis:9ccs127:COPD:0.055 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.053 Vital: Ht-avg13to16 | coef 0.009 95% CI: [0.007 , 0.011] | OR_adj 1.009 [1.007 1.011] | occ: 1287 | OR_unadj: 1.259 [0.991 1.601] | indivs AUC:0.568 Correlated most with: Diagnosis:9ccs240:Burns:0.087 Newborn Diagnosis:9ccs219:Low birth wt:-0.078 Diagnosis:9ccs133:Oth low resp:0.071 Diagnosis:9ccs200:Oth skin dx:0.061 Diagnosis:9ccs256:Exam/eval:0.061 Diagnosis:9ccs216:Nerv cong an:-0.059 Newborn Diagnosis:9ccs253:Allergy:-0.059 Diagnosis:9ccs8:Oth infectns:0.056 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.055 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.055 * Vital: HC-avg16to19 | coef 0.009 95% CI: [0.007 , 0.011] | OR_adj 1.009 [1.007 1.011] | occ: 933 | OR_unadj: 1.456 [1.141 1.858] | indivs AUC:0.601 Correlated most with: Diagnosis:9ccs216:Nerv cong an:-0.103 Lab:297262 HEMOGLOBIN (HEMOCUE):0.093 Diagnosis:9ccs143:Abdom hernia:0.078 Newborn Diagnosis:9ccs224:Ot perint dx:0.073 MatDeliveryAge:0.068 Diagnosis:9ccs59:Anemia:-0.065 Diagnosis:9ccs253:Allergy:0.060 Diagnosis:9ccs209:Ot acq defor:0.058 Diagnosis:9ccs217:Ot cong anom:0.057 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.056 Vital: HC-gain7to13 | coef 0.009 95% CI: [0.008 , 0.010] | OR_adj 1.009 [1.008 1.010] | occ: 1315 | OR_unadj: 1.015 [0.741 1.390] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs58:Ot nutrit dx:-0.072 Diagnosis:9ccs257:Ot aftercare:-0.057 Lab:292495 LEAD LEVEL - Sunrise:-0.056 Diagnosis:9ccs10:Immuniz/scrn:-0.054 Lab:294205 TSH REFLEX TO FT4 - LMC:0.054 MatDeliveryAge:0.053 Diagnosis:9ccs197:Skin infectn:0.051 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.050 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.050 Diagnosis:9ccs2:Septicemia:0.044 Vital: HR-avg10to13 | coef 0.009 95% CI: [0.007 , 0.010] | OR_adj 1.009 [1.007 1.010] | occ: 456 | OR_unadj: 1.345 [0.952 1.900] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs244:Other injury:-0.076 Diagnosis:9ccs159:UTI:0.068 Diagnosis:9ccs58:Ot nutrit dx:0.066 Diagnosis:9ccs7:Viral infect:0.056 Diagnosis:9ccs92:Otitis media:0.056 Diagnosis:9ccs151:Oth liver dx:0.050 Diagnosis:9ccs223:Birth trauma:-0.049 Diagnosis:9ccs213:Cardiac anom:0.048 Diagnosis:9ccs2:Septicemia:0.047 Diagnosis:9ccs166:Oth male gen:0.045 * Vital: Ht-avg3to5 | coef 0.009 95% CI: [0.006 , 0.011] | OR_adj 1.009 [1.006 1.011] | occ: 1321 | OR_unadj: 1.312 [1.007 1.711] | indivs AUC:0.550 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.209 Diagnosis:9ccs219:Low birth wt:-0.174 Diagnosis:9ccs10:Immuniz/scrn:-0.152 Newborn Diagnosis:9ccs253:Allergy:-0.127 Diagnosis:9ccs255:Social admin:-0.111 Newborn Diagnosis:9ccs256:Exam/eval:-0.098 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.097 Newborn Diagnosis:9ccs222:Perint jaund:-0.090 Diagnosis:9ccs126:Ot up rsp in:-0.087 Newborn Diagnosis:9ccs221:Resp distres:-0.085 Vital: HC-gain16to24 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1079 | OR_unadj: 1.219 [0.956 1.555] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:-0.076 Number of Visits:-0.073 Diagnosis:9ccs113:Late eff CVD:0.056 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.054 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.054 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.049 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.049 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.048 Diagnosis:9ccs90:Eye infectn:-0.043 Diagnosis:9ccs47:Ot bnign neo:0.042 Vital: Ht Percentile-gain0to3 | coef 0.008 95% CI: [0.007 , 0.010] | OR_adj 1.008 [1.007 1.010] | occ: 388 | OR_unadj: 1.032 [0.709 1.504] | indivs AUC:0.540 Correlated most with: Diagnosis:9ccs64:Ot hematl dx:-0.078 Diagnosis:9ccs133:Oth low resp:0.076 Diagnosis:9ccs250:Nausea/vomit:0.074 Diagnosis:9ccs62:Coag/hemr dx:-0.074 Number of Visits:0.071 Diagnosis:9ccs224:Ot perint dx:0.069 Diagnosis:9ccs151:Oth liver dx:0.056 Diagnosis:9ccs7:Viral infect:0.054 Diagnosis:9ccs197:Skin infectn:-0.051 Newborn Diagnosis:9ccs0:No DX:0.048 Vital: Ht Percentile-gain3to7 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 514 | OR_unadj: 0.967 [0.692 1.353] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs154:Gastroent:-0.076 Diagnosis:9ccs48:Thyroid dsor:-0.070 Diagnosis:9ccs83:Epilepsy/cnv:0.058 Diagnosis:9ccs200:Oth skin dx:-0.052 Diagnosis:9ccs64:Ot hematl dx:0.051 Diagnosis:9ccs215:gu cong anom:-0.050 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.049 Diagnosis:9ccs141:Ot dx stomch:-0.048 Diagnosis:9ccs211:Ot conn tiss:-0.047 Newborn Diagnosis:9ccs217:Ot cong anom:0.043 Vital: Ht Percentile-gain1to5 | coef 0.008 95% CI: [0.006 , 0.010] | OR_adj 1.008 [1.006 1.010] | occ: 452 | OR_unadj: 0.762 [0.526 1.105] | indivs AUC:0.466 Correlated most with: Lab:306605 BILIRUBIN DIRECT - Sunrise:0.060 Diagnosis:9ccs258:Other screen:-0.051 Diagnosis:9ccs143:Abdom hernia:0.050 Diagnosis:9ccs48:Thyroid dsor:0.046 Diagnosis:9ccs253:Allergy:-0.045 Newborn Diagnosis:9ccs215:gu cong anom:0.044 Diagnosis:9ccs133:Oth low resp:-0.043 Lab:292495 LEAD LEVEL - Sunrise:-0.042 Diagnosis:9ccs95:Oth nerv dx:0.041 MatDeliveryAge:0.039 Vital: HC-avg3to5 | coef 0.008 95% CI: [0.006 , 0.009] | OR_adj 1.008 [1.006 1.009] | occ: 1164 | OR_unadj: 1.089 [0.860 1.379] | indivs AUC:0.511 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.154 Newborn Diagnosis:9ccs221:Resp distres:-0.100 Diagnosis:9ccs219:Low birth wt:-0.091 Lab:297262 HEMOGLOBIN (HEMOCUE):0.089 Newborn Diagnosis:9ccs224:Ot perint dx:0.079 Newborn Diagnosis:9ccs222:Perint jaund:-0.068 Newborn Diagnosis:9ccs253:Allergy:-0.068 Diagnosis:9ccs213:Cardiac anom:-0.065 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.065 Diagnosis:9ccs216:Nerv cong an:-0.063 * Vital: Ht-latest | coef 0.008 95% CI: [0.007 , 0.008] | OR_adj 1.008 [1.007 1.008] | occ: 1665 | OR_unadj: 1.383 [1.078 1.773] | indivs AUC:0.555 Correlated most with: Number of Visits:0.416 Diagnosis:9ccs126:Ot up rsp in:0.347 Diagnosis:9ccs10:Immuniz/scrn:0.289 Diagnosis:9ccs92:Otitis media:0.280 Diagnosis:9ccs7:Viral infect:0.183 Diagnosis:9ccs257:Ot aftercare:0.180 Diagnosis:9ccs135:Intest infct:0.160 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.146 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.145 Diagnosis:9ccs125:Bronchitis:0.140 * Vital: Ht Percentile-gain0to24 | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 926 | OR_unadj: 1.596 [1.246 2.043] | indivs AUC:0.590 Correlated most with: Diagnosis:9ccs136:Teeth dx:-0.075 Diagnosis:9ccs59:Anemia:-0.074 Diagnosis:9ccs147:Anal/rectal:0.061 Diagnosis:9ccs212:Ot bone dx:-0.061 Diagnosis:9ccs243:Poisn nonmed:-0.056 Newborn Diagnosis:9ccs223:Birth trauma:0.056 Diagnosis:9ccs2603:E Codes: Fall:-0.055 Diagnosis:9ccs244:Other injury:0.055 Diagnosis:9ccs223:Birth trauma:0.054 Diagnosis:9ccs239:Superfic inj:-0.053 Vital: Ht Percentile-gain5to10 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.009] | occ: 590 | OR_unadj: 0.909 [0.659 1.253] | indivs AUC:0.501 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:0.074 Newborn Diagnosis:9ccs191:Amnios dx:-0.062 Lab:292495 LEAD LEVEL - Sunrise:0.057 Diagnosis:9ccs243:Poisn nonmed:0.055 Diagnosis:9ccs250:Nausea/vomit:-0.053 Diagnosis:9ccs137:Mouth dx:-0.046 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.045 Diagnosis:9ccs247:Lymph enlarg:0.044 Newborn Diagnosis:9ccs224:Ot perint dx:-0.042 Diagnosis:9ccs155:Other GI dx:-0.041 * Vital: Ht-avg5to7 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1348 | OR_unadj: 1.486 [1.156 1.909] | indivs AUC:0.540 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.150 Diagnosis:9ccs219:Low birth wt:-0.106 Diagnosis:9ccs3:Oth bact inf:0.097 Newborn Diagnosis:9ccs218:Liveborn:-0.097 Newborn Diagnosis:9ccs253:Allergy:-0.083 Newborn Diagnosis:9ccs221:Resp distres:-0.076 Newborn Diagnosis:9ccs256:Exam/eval:-0.071 Newborn Diagnosis:9ccs222:Perint jaund:-0.070 Diagnosis:9ccs59:Anemia:-0.068 Diagnosis:9ccs10:Immuniz/scrn:-0.063 Vital: Ht Percentile-avg0to1 | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 309 | OR_unadj: 1.145 [0.783 1.674] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.080 Diagnosis:9ccs223:Birth trauma:0.079 Diagnosis:9ccs251:Abdomnl pain:-0.077 Newborn Diagnosis:9ccs219:Low birth wt:-0.061 Diagnosis:9ccs250:Nausea/vomit:-0.057 Diagnosis:9ccs140:Gastritis:-0.057 Newborn Diagnosis:9ccs224:Ot perint dx:0.055 Diagnosis:9ccs197:Skin infectn:0.055 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.052 Newborn Diagnosis:9ccs217:Ot cong anom:0.051 Vital: HC-avg13to16 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 973 | OR_unadj: 1.129 [0.890 1.433] | indivs AUC:0.554 Correlated most with: Lab:297262 HEMOGLOBIN (HEMOCUE):0.082 Diagnosis:9ccs143:Abdom hernia:0.073 Newborn Diagnosis:9ccs224:Ot perint dx:0.068 Diagnosis:9ccs62:Coag/hemr dx:0.066 Diagnosis:9ccs76:Meningitis:-0.063 Diagnosis:9ccs209:Ot acq defor:0.055 Diagnosis:9ccs216:Nerv cong an:-0.053 Newborn Diagnosis:9ccs219:Low birth wt:-0.049 Diagnosis:9ccs253:Allergy:0.048 Diagnosis:9ccs137:Mouth dx:-0.048 Vital: HC-avg10to13 | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 1210 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.608 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.296 Number of Visits:-0.273 Diagnosis:9ccs255:Social admin:-0.264 Diagnosis:9ccs126:Ot up rsp in:-0.240 Diagnosis:9ccs7:Viral infect:-0.222 Diagnosis:9ccs257:Ot aftercare:-0.195 Diagnosis:9ccs92:Otitis media:-0.179 Diagnosis:9ccs125:Bronchitis:-0.138 Diagnosis:9ccs59:Anemia:-0.135 Diagnosis:9ccs135:Intest infct:-0.125 * Vital: Ht-avg19to24 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1391 | OR_unadj: 1.584 [1.262 1.987] | indivs AUC:0.584 Correlated most with: Diagnosis:9ccs242:Poisn ot med:-0.075 Diagnosis:9ccs127:COPD:0.072 Diagnosis:9ccs55:Fluid/elc dx:-0.071 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.066 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.065 Newborn Diagnosis:9ccs224:Ot perint dx:0.062 Newborn Diagnosis:9ccs219:Low birth wt:-0.061 Diagnosis:9ccs133:Oth low resp:0.061 Diagnosis:9ccs62:Coag/hemr dx:-0.060 Diagnosis:9ccs147:Anal/rectal:0.060 Vital: RR-latest | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 795 | OR_unadj: 1.214 [0.892 1.653] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs151:Oth liver dx:0.083 Diagnosis:9ccs92:Otitis media:-0.078 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.073 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.072 Diagnosis:9ccs125:Bronchitis:0.069 Diagnosis:9ccs127:COPD:-0.064 Diagnosis:9ccs124:Tonsillitis:-0.063 Diagnosis:9ccs123:Influenza:0.063 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.063 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.062 * Vital: HC-avg5to7 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1177 | OR_unadj: 1.779 [1.148 2.758] | indivs AUC:0.570 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.162 Diagnosis:9ccs3:Oth bact inf:-0.152 Diagnosis:9ccs255:Social admin:-0.137 Number of Visits:-0.136 Diagnosis:9ccs7:Viral infect:-0.123 Diagnosis:9ccs126:Ot up rsp in:-0.112 Diagnosis:9ccs247:Lymph enlarg:-0.101 Newborn Diagnosis:9ccs219:Low birth wt:-0.101 Diagnosis:9ccs92:Otitis media:-0.097 Newborn Diagnosis:9ccs222:Perint jaund:-0.087 * Vital: Ht-gain0to24 | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1385 | OR_unadj: 1.531 [1.220 1.920] | indivs AUC:0.572 Correlated most with: Diagnosis:9ccs242:Poisn ot med:-0.075 Diagnosis:9ccs127:COPD:0.070 Diagnosis:9ccs55:Fluid/elc dx:-0.070 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.066 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.065 Diagnosis:9ccs147:Anal/rectal:0.062 Newborn Diagnosis:9ccs224:Ot perint dx:0.062 Diagnosis:9ccs62:Coag/hemr dx:-0.060 Diagnosis:9ccs133:Oth low resp:0.059 Diagnosis:9ccs253:Allergy:0.058 Vital: HR-avg7to10 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.008] | occ: 429 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.558 Correlated most with: Diagnosis:9ccs127:COPD:-0.082 Diagnosis:9ccs125:Bronchitis:0.061 Diagnosis:9ccs200:Oth skin dx:0.058 Diagnosis:9ccs134:Ot uppr resp:-0.056 Diagnosis:9ccs7:Viral infect:0.056 Diagnosis:9ccs224:Ot perint dx:-0.054 Diagnosis:9ccs76:Meningitis:-0.052 Diagnosis:9ccs124:Tonsillitis:-0.050 Diagnosis:9ccs58:Ot nutrit dx:0.049 Diagnosis:9ccs137:Mouth dx:0.048 Vital: HR-avg19to24 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 455 | OR_unadj: 1.253 [0.883 1.777] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:-0.069 Diagnosis:9ccs259:Unclassified:0.066 Diagnosis:9ccs212:Ot bone dx:-0.060 Diagnosis:9ccs89:Blindness:-0.056 Diagnosis:9ccs223:Birth trauma:0.046 Diagnosis:9ccs205:Back problem:0.044 Diagnosis:9ccs127:COPD:-0.043 Lab:297275 STREP RAPID TEST (POCT):0.041 Diagnosis:9ccs135:Intest infct:-0.041 Number of Visits:-0.041 * Vital: Ht Percentile-avg19to24 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 931 | OR_unadj: 1.595 [1.246 2.040] | indivs AUC:0.596 Correlated most with: Diagnosis:9ccs136:Teeth dx:-0.078 Diagnosis:9ccs59:Anemia:-0.076 Diagnosis:9ccs212:Ot bone dx:-0.061 Diagnosis:9ccs147:Anal/rectal:0.058 Diagnosis:9ccs243:Poisn nonmed:-0.058 Newborn Diagnosis:9ccs223:Birth trauma:0.056 Diagnosis:9ccs2603:E Codes: Fall:-0.055 Diagnosis:9ccs244:Other injury:0.055 Diagnosis:9ccs223:Birth trauma:0.054 Diagnosis:9ccs239:Superfic inj:-0.051 Vital: HR-avg13to16 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 418 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.481 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:0.070 Diagnosis:9ccs74:Ot mentl cnd:-0.061 Diagnosis:9ccs92:Otitis media:0.054 Lab:292495 LEAD LEVEL - Sunrise:-0.053 Diagnosis:9ccs259:Unclassified:0.051 Diagnosis:9ccs247:Lymph enlarg:-0.048 Diagnosis:9ccs64:Ot hematl dx:0.047 Diagnosis:9ccs125:Bronchitis:-0.047 Diagnosis:9ccs198:Ot infl skin:0.046 Diagnosis:9ccs95:Oth nerv dx:-0.046 Vital: Ht Percentile-avg5to7 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 474 | OR_unadj: 1.174 [0.856 1.610] | indivs AUC:0.517 Correlated most with: Diagnosis:9ccs117:Ot circul dx:-0.088 Diagnosis:9ccs219:Low birth wt:-0.082 Newborn Diagnosis:9ccs217:Ot cong anom:0.081 Diagnosis:9ccs223:Birth trauma:0.074 Diagnosis:9ccs48:Thyroid dsor:-0.071 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.069 Newborn Diagnosis:9ccs219:Low birth wt:-0.060 Newborn Diagnosis:9ccs224:Ot perint dx:0.060 Diagnosis:9ccs159:UTI:0.056 Diagnosis:9ccs95:Oth nerv dx:0.055 Vital: Ht Percentile-avg7to10 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 538 | OR_unadj: 1.276 [0.951 1.712] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs117:Ot circul dx:-0.084 Diagnosis:9ccs219:Low birth wt:-0.084 Diagnosis:9ccs223:Birth trauma:0.077 Newborn Diagnosis:9ccs224:Ot perint dx:0.070 Newborn Diagnosis:9ccs253:Allergy:-0.068 Diagnosis:9ccs8:Oth infectns:0.061 Newborn Diagnosis:9ccs223:Birth trauma:0.059 Newborn Diagnosis:9ccs219:Low birth wt:-0.057 Diagnosis:9ccs222:Perint jaund:0.054 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.054 Vital: Ht Percentile-avg13to16 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 661 | OR_unadj: 1.285 [0.973 1.695] | indivs AUC:0.545 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:0.074 Newborn Diagnosis:9ccs253:Allergy:-0.064 Diagnosis:9ccs0:No DX:0.058 Diagnosis:9ccs223:Birth trauma:0.057 Newborn Diagnosis:9ccs94:Other ear dx:0.057 Newborn Diagnosis:9ccs221:Resp distres:-0.056 Newborn Diagnosis:9ccs191:Amnios dx:0.055 Diagnosis:9ccs117:Ot circul dx:-0.055 Newborn Diagnosis:9ccs219:Low birth wt:-0.054 Diagnosis:9ccs219:Low birth wt:-0.054 * Vital: HR-avg5to7 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 318 | OR_unadj: 2.013 [1.408 2.877] | indivs AUC:0.546 Correlated most with: Diagnosis:9ccs117:Ot circul dx:-0.077 Diagnosis:9ccs213:Cardiac anom:-0.075 Diagnosis:9ccs125:Bronchitis:0.071 Diagnosis:9ccs48:Thyroid dsor:0.066 Diagnosis:9ccs59:Anemia:0.062 Diagnosis:9ccs96:Hrt valve dx:-0.055 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.055 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.055 Diagnosis:9ccs253:Allergy:-0.055 Newborn Diagnosis:9ccs218:Liveborn:0.054 Vital: Ht Percentile-avg3to5 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 407 | OR_unadj: 1.123 [0.792 1.592] | indivs AUC:0.524 Correlated most with: Diagnosis:9ccs223:Birth trauma:0.105 Newborn Diagnosis:9ccs219:Low birth wt:-0.084 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.078 Diagnosis:9ccs215:gu cong anom:0.077 Diagnosis:9ccs219:Low birth wt:-0.066 Diagnosis:9ccs205:Back problem:0.063 Diagnosis:9ccs208:Acq foot def:-0.053 Newborn Diagnosis:9ccs217:Ot cong anom:0.052 Diagnosis:9ccs117:Ot circul dx:-0.051 Diagnosis:9ccs90:Eye infectn:0.051 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1120 | OR_unadj: 1.085 [0.845 1.392] | indivs AUC:0.463 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.994 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.337 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.337 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.335 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.334 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.268 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.267 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.173 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.172 * Vital: HC-gain0to24 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 920 | OR_unadj: 1.672 [1.308 2.137] | indivs AUC:0.604 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:0.085 Diagnosis:9ccs251:Abdomnl pain:-0.057 Diagnosis:9ccs143:Abdom hernia:0.056 Newborn Diagnosis:9ccs224:Ot perint dx:0.056 Newborn Diagnosis:9ccs191:Amnios dx:0.053 Newborn Diagnosis:9ccs219:Low birth wt:-0.052 Diagnosis:9ccs137:Mouth dx:-0.052 Diagnosis:9ccs216:Nerv cong an:-0.051 Lab:297262 HEMOGLOBIN (HEMOCUE):0.051 Diagnosis:9ccs141:Ot dx stomch:-0.051 Vital: HR-avg16to19 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 366 | OR_unadj: 1.321 [0.899 1.943] | indivs AUC:0.492 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.084 Newborn Diagnosis:9ccs217:Ot cong anom:0.083 Diagnosis:9ccs217:Ot cong anom:0.074 Diagnosis:9ccs247:Lymph enlarg:-0.073 Diagnosis:9ccs259:Unclassified:0.066 Diagnosis:9ccs10:Immuniz/scrn:0.064 Diagnosis:9ccs159:UTI:0.063 Diagnosis:9ccs75:Hx mental dx:0.062 Diagnosis:9ccs76:Meningitis:0.062 Diagnosis:9ccs258:Other screen:0.061 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1129 | OR_unadj: 1.087 [0.853 1.386] | indivs AUC:0.475 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.999 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.511 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.511 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.309 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.309 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.258 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.257 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.245 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.244 Vital: Ht Percentile-avg1to3 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 371 | OR_unadj: 1.004 [0.693 1.454] | indivs AUC:0.502 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.091 Diagnosis:9ccs117:Ot circul dx:-0.082 Diagnosis:9ccs219:Low birth wt:-0.077 Diagnosis:9ccs223:Birth trauma:0.073 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.064 Diagnosis:9ccs133:Oth low resp:0.064 Diagnosis:9ccs258:Other screen:0.059 Diagnosis:9ccs257:Ot aftercare:0.058 Newborn Diagnosis:9ccs256:Exam/eval:-0.052 Diagnosis:9ccs253:Allergy:0.052 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1123 | OR_unadj: 1.089 [0.854 1.390] | indivs AUC:0.472 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.999 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.512 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.511 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.310 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.309 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.257 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.257 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.245 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.245 * Vital: HC-avg19to24 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 933 | OR_unadj: 1.593 [1.247 2.034] | indivs AUC:0.601 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:0.085 Diagnosis:9ccs143:Abdom hernia:0.064 Diagnosis:9ccs251:Abdomnl pain:-0.056 Newborn Diagnosis:9ccs224:Ot perint dx:0.056 Diagnosis:9ccs137:Mouth dx:-0.054 Newborn Diagnosis:9ccs219:Low birth wt:-0.054 Diagnosis:9ccs59:Anemia:-0.054 Newborn Diagnosis:9ccs191:Amnios dx:0.052 Lab:297262 HEMOGLOBIN (HEMOCUE):0.051 Diagnosis:9ccs216:Nerv cong an:-0.051 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1073 | OR_unadj: 1.178 [0.920 1.510] | indivs AUC:0.544 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.996 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.560 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.558 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.558 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.556 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.473 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.472 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.450 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.449 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1120 | OR_unadj: 1.164 [0.907 1.495] | indivs AUC:0.426 Correlated most with: Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:1.000 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.996 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.736 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.733 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.691 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.689 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.673 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.671 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.652 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.649 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1124 | OR_unadj: 1.167 [0.908 1.500] | indivs AUC:0.513 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.999 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.337 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.336 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.310 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.309 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.300 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.298 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.293 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.292 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1123 | OR_unadj: 1.078 [0.842 1.380] | indivs AUC:0.554 Correlated most with: Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:1.000 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.996 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.736 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.734 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.673 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.670 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.639 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.638 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.623 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.621 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1123 | OR_unadj: 1.195 [0.939 1.521] | indivs AUC:0.509 Correlated most with: Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.996 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.386 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.385 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.383 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.382 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.356 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.355 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.345 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.345 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1067 | OR_unadj: 1.024 [0.789 1.329] | indivs AUC:0.503 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.998 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.507 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.506 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.481 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.480 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.444 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.443 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.351 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.348 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1118 | OR_unadj: 1.172 [0.912 1.506] | indivs AUC:0.517 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.999 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.337 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.335 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.310 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.310 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.300 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.299 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.293 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.293 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1122 | OR_unadj: 1.304 [1.019 1.669] | indivs AUC:0.514 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.998 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.511 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.511 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.345 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.345 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.214 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.213 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.196 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.195 Vital: HR-avg3to5 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 273 | OR_unadj: 0.649 [0.397 1.061] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs224:Ot perint dx:0.077 Number of Visits:0.067 Diagnosis:9ccs135:Intest infct:0.064 Diagnosis:9ccs141:Ot dx stomch:0.063 Diagnosis:9ccs125:Bronchitis:0.060 Diagnosis:9ccs143:Abdom hernia:0.059 Diagnosis:9ccs239:Superfic inj:0.056 Diagnosis:9ccs96:Hrt valve dx:-0.054 Diagnosis:9ccs128:Asthma:0.052 Diagnosis:10ccs58:Ot nutrit dx:0.052 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1116 | OR_unadj: 1.314 [1.027 1.682] | indivs AUC:0.519 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.998 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.512 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.511 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.345 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.344 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.213 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.213 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.195 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.195 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1129 | OR_unadj: 1.187 [0.933 1.510] | indivs AUC:0.504 Correlated most with: Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.996 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.387 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.385 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.382 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.381 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.357 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.355 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.345 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.344 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1068 | OR_unadj: 1.150 [0.896 1.474] | indivs AUC:0.537 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.996 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.560 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.559 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.558 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.557 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.474 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.473 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.451 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.449 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1126 | OR_unadj: 1.150 [0.895 1.477] | indivs AUC:0.424 Correlated most with: Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:1.000 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.996 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.736 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.734 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.693 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.688 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.674 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.670 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.654 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.649 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1126 | OR_unadj: 1.090 [0.850 1.398] | indivs AUC:0.467 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.994 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.336 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.336 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.335 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.333 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.266 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.264 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.174 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.172 Vital: HR-avg1to3 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 265 | OR_unadj: 0.901 [0.585 1.388] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs7:Viral infect:0.104 Newborn Diagnosis:9ccs191:Amnios dx:0.090 Diagnosis:9ccs125:Bronchitis:0.076 Diagnosis:9ccs122:Pneumonia:0.065 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.065 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.065 Diagnosis:9ccs147:Anal/rectal:-0.065 Diagnosis:9ccs141:Ot dx stomch:0.063 Diagnosis:9ccs143:Abdom hernia:0.061 Diagnosis:9ccs198:Ot infl skin:0.060 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1123 | OR_unadj: 1.201 [0.943 1.530] | indivs AUC:0.482 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.673 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.672 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.633 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.632 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.613 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.611 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.356 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.355 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1061 | OR_unadj: 1.018 [0.783 1.322] | indivs AUC:0.501 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.998 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.508 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.506 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.482 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.481 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.445 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.443 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.349 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.347 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1123 | OR_unadj: 1.303 [1.018 1.669] | indivs AUC:0.504 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.998 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.486 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.485 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.463 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.462 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.438 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.438 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.392 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.391 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1129 | OR_unadj: 1.293 [1.010 1.656] | indivs AUC:0.499 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.998 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.487 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.486 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.463 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.462 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.440 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.438 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.393 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.392 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1129 | OR_unadj: 1.207 [0.948 1.536] | indivs AUC:0.479 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.999 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.673 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.672 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.633 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.632 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.613 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.612 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.357 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.355 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1129 | OR_unadj: 1.101 [0.860 1.408] | indivs AUC:0.556 Correlated most with: Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:1.000 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.996 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.736 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.733 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.673 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.670 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.639 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.637 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.624 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.621 Vital: RR-avg10to13 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 258 | OR_unadj: 1.045 [0.647 1.689] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs2:Septicemia:0.099 Diagnosis:9ccs125:Bronchitis:0.074 Diagnosis:9ccs135:Intest infct:0.072 Diagnosis:9ccs47:Ot bnign neo:-0.070 Diagnosis:9ccs7:Viral infect:0.067 Diagnosis:9ccs159:UTI:0.066 Diagnosis:9ccs197:Skin infectn:0.062 Diagnosis:9ccs223:Birth trauma:-0.057 Diagnosis:9ccs83:Epilepsy/cnv:-0.054 Diagnosis:9ccs259:Unclassified:-0.054 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1123 | OR_unadj: 1.121 [0.884 1.421] | indivs AUC:0.553 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.998 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.933 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.931 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.726 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.724 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.716 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.715 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.714 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.712 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1129 | OR_unadj: 1.139 [0.899 1.443] | indivs AUC:0.558 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.998 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.933 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.931 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.725 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.725 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.715 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.715 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.713 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.712 Vital: HR-avg0to1 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 196 | OR_unadj: 1.544 [0.961 2.479] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs259:Unclassified:0.140 Diagnosis:9ccs213:Cardiac anom:0.081 Diagnosis:9ccs4:Mycoses:0.075 Diagnosis:9ccs223:Birth trauma:0.069 Diagnosis:9ccs76:Meningitis:-0.063 Diagnosis:9ccs197:Skin infectn:0.061 Diagnosis:9ccs123:Influenza:-0.057 Diagnosis:9ccs117:Ot circul dx:0.057 Diagnosis:9ccs48:Thyroid dsor:-0.056 Diagnosis:9ccs7:Viral infect:0.055 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1123 | OR_unadj: 0.843 [0.641 1.108] | indivs AUC:0.482 Correlated most with: Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:1.000 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.997 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.918 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.916 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.746 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.746 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.744 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.743 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.714 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.712 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1129 | OR_unadj: 0.852 [0.649 1.119] | indivs AUC:0.485 Correlated most with: Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:1.000 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.997 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.918 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.915 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.746 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.746 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.744 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.744 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.713 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.712 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1120 | OR_unadj: 1.111 [0.861 1.433] | indivs AUC:0.443 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.996 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.919 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.916 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.787 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.785 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.714 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.712 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.666 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.664 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1126 | OR_unadj: 1.098 [0.851 1.416] | indivs AUC:0.439 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.996 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.919 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.915 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.787 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.783 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.714 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.711 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.667 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.663 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1128 | OR_unadj: 1.098 [0.856 1.409] | indivs AUC:0.440 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.998 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.949 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.946 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.788 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.787 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.787 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.785 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.746 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.744 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1122 | OR_unadj: 1.093 [0.852 1.402] | indivs AUC:0.443 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.998 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.948 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.945 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.789 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.787 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.787 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.783 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.746 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.744 Vital: RR-avg19to24 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 186 | OR_unadj: 1.215 [0.655 2.254] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs8:Oth infectns:0.094 Diagnosis:9ccs217:Ot cong anom:-0.086 Diagnosis:9ccs125:Bronchitis:0.080 Diagnosis:9ccs59:Anemia:0.071 Diagnosis:9ccs161:Ot dx kidney:0.063 Diagnosis:9ccs2603:E Codes: Fall:0.063 Diagnosis:9ccs159:UTI:0.060 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:-0.060 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:-0.060 Diagnosis:9ccs239:Superfic inj:0.056 * Vital: RR-avg5to7 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 191 | OR_unadj: 1.899 [1.195 3.018] | indivs AUC:0.522 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.232 Diagnosis:9ccs211:Ot conn tiss:0.104 Diagnosis:9ccs89:Blindness:0.077 Diagnosis:9ccs217:Ot cong anom:-0.068 Diagnosis:9ccs47:Ot bnign neo:-0.062 Diagnosis:9ccs125:Bronchitis:0.054 Diagnosis:10ccs58:Ot nutrit dx:-0.053 Diagnosis:9ccs134:Ot uppr resp:-0.052 Diagnosis:9ccs243:Poisn nonmed:-0.051 Diagnosis:9ccs7:Viral infect:0.051 Vital: RR-avg3to5 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 185 | OR_unadj: 1.354 [0.827 2.219] | indivs AUC:0.484 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:0.127 Diagnosis:9ccs163:Other GU dx:0.113 Diagnosis:9ccs59:Anemia:0.075 Diagnosis:9ccs224:Ot perint dx:0.073 Diagnosis:9ccs217:Ot cong anom:0.071 Diagnosis:9ccs151:Oth liver dx:0.066 Diagnosis:9ccs94:Other ear dx:0.056 Diagnosis:9ccs244:Other injury:-0.055 Diagnosis:9ccs10:Immuniz/scrn:0.054 Diagnosis:9ccs219:Low birth wt:0.052 Vital: RR-avg13to16 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 199 | OR_unadj: 1.538 [0.931 2.540] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:0.075 Diagnosis:9ccs242:Poisn ot med:0.075 Diagnosis:9ccs55:Fluid/elc dx:0.067 Newborn Diagnosis:9ccs223:Birth trauma:0.059 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.050 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.050 Diagnosis:9ccs161:Ot dx kidney:0.049 Diagnosis:9ccs95:Oth nerv dx:-0.048 Diagnosis:9ccs127:COPD:-0.046 Diagnosis:9ccs198:Ot infl skin:-0.044 Vital: RR-avg7to10 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 249 | OR_unadj: 1.208 [0.786 1.858] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs7:Viral infect:0.109 Diagnosis:9ccs125:Bronchitis:0.093 Diagnosis:9ccs219:Low birth wt:0.080 Diagnosis:9ccs76:Meningitis:-0.068 Diagnosis:9ccs135:Intest infct:0.064 Diagnosis:9ccs10:Immuniz/scrn:0.063 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.062 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.062 Diagnosis:9ccs127:COPD:-0.061 Diagnosis:9ccs74:Ot mentl cnd:0.056 Vital: RR-avg1to3 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 165 | OR_unadj: 1.209 [0.727 2.010] | indivs AUC:0.470 Correlated most with: Diagnosis:9ccs75:Hx mental dx:-0.080 Diagnosis:9ccs244:Other injury:-0.063 Diagnosis:9ccs153:GI hemorrhag:-0.058 Diagnosis:9ccs125:Bronchitis:0.057 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.056 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.056 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.056 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.056 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.053 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.053 * Diagnosis:9ccs128:Asthma | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 202 | OR_unadj: 1.499 [1.080 2.082] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs128:Asthma:1.000 Number of Visits:0.320 Diagnosis:9ccs122:Pneumonia:0.304 Diagnosis:9ccs125:Bronchitis:0.246 Diagnosis:9ccs92:Otitis media:0.232 Diagnosis:9ccs257:Ot aftercare:0.189 Diagnosis:9ccs133:Oth low resp:0.170 Diagnosis:9ccs127:COPD:0.160 Diagnosis:9ccs126:Ot up rsp in:0.156 Diagnosis:9ccs7:Viral infect:0.137 Census:Percent; Estimate; Percent high school graduate or higher-birth | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1123 | OR_unadj: 1.190 [0.942 1.504] | indivs AUC:0.459 Correlated most with: Census:Percent; Estimate; Percent high school graduate or higher-birth:1.000 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.933 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.931 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.918 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.915 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.794 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.792 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.789 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.787 Census:Percent; Estimate; Percent bachelor's degree or higher-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1129 | OR_unadj: 0.967 [0.745 1.256] | indivs AUC:0.415 Correlated most with: Census:Percent; Estimate; Percent bachelor's degree or higher-latest:1.000 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.997 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.949 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.945 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.919 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.916 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.794 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.792 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.746 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.743 Vital: RR-avg16to19 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 156 | OR_unadj: 1.148 [0.576 2.288] | indivs AUC:0.490 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.093 Diagnosis:9ccs223:Birth trauma:0.073 Diagnosis:9ccs10:Immuniz/scrn:0.073 Diagnosis:9ccs117:Ot circul dx:0.059 Diagnosis:9ccs165:Inf male gen:-0.058 Diagnosis:9ccs138:Esophgeal dx:-0.056 Diagnosis:9ccs135:Intest infct:-0.055 Diagnosis:9ccs212:Ot bone dx:0.054 Diagnosis:9ccs234:Crush injury:0.050 Newborn Diagnosis:9ccs213:Cardiac anom:-0.045 Census:Percent; Estimate; Percent bachelor's degree or higher-birth | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1123 | OR_unadj: 0.979 [0.754 1.271] | indivs AUC:0.419 Correlated most with: Census:Percent; Estimate; Percent bachelor's degree or higher-birth:1.000 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.997 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.948 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.946 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.919 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.915 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.794 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.792 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.746 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.744 Census:Percent; Estimate; Percent high school graduate or higher-latest | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1129 | OR_unadj: 1.179 [0.933 1.489] | indivs AUC:0.455 Correlated most with: Census:Percent; Estimate; Percent high school graduate or higher-latest:1.000 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.933 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.931 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.918 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.916 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.794 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.792 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.788 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.787 Vital: RR-avg0to1 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 127 | OR_unadj: 1.370 [0.818 2.296] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs151:Oth liver dx:0.082 Diagnosis:9ccs75:Hx mental dx:-0.079 Diagnosis:9ccs217:Ot cong anom:-0.077 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.072 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.072 Diagnosis:9ccs222:Perint jaund:0.068 Diagnosis:9ccs212:Ot bone dx:-0.068 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.065 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.065 Newborn Diagnosis:9ccs224:Ot perint dx:-0.065 Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 107 | OR_unadj: 1.091 [0.565 2.105] | indivs AUC:0.498 Correlated most with: Lab:295669 BILIRUBIN DIRECT - LMC:1.000 Lab:294203 BILIRUBIN TOTAL - LMC:0.374 Diagnosis:9ccs62:Coag/hemr dx:-0.113 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.078 Diagnosis:9ccs48:Thyroid dsor:0.063 Diagnosis:9ccs141:Ot dx stomch:0.061 Diagnosis:9ccs55:Fluid/elc dx:-0.057 Diagnosis:9ccs216:Nerv cong an:-0.049 Diagnosis:9ccs258:Other screen:0.048 Diagnosis:9ccs89:Blindness:0.048 Diagnosis:9ccs59:Anemia | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 182 | OR_unadj: 1.032 [0.714 1.490] | indivs AUC:0.518 Correlated most with: Diagnosis:9ccs59:Anemia:1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.135 Diagnosis:9ccs216:Nerv cong an:0.108 Number of Visits:0.088 Diagnosis:9ccs10:Immuniz/scrn:0.085 Diagnosis:9ccs255:Social admin:0.076 Diagnosis:9ccs137:Mouth dx:0.075 Diagnosis:9ccs4:Mycoses:0.074 Newborn Diagnosis:9ccs213:Cardiac anom:0.070 Diagnosis:9ccs257:Ot aftercare:0.066 * Diagnosis:9ccs122:Pneumonia | coef 0.001 95% CI: [0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 170 | OR_unadj: 1.447 [1.015 2.063] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs122:Pneumonia:1.000 Diagnosis:9ccs128:Asthma:0.304 Number of Visits:0.287 Diagnosis:9ccs125:Bronchitis:0.187 Diagnosis:9ccs257:Ot aftercare:0.182 Diagnosis:9ccs92:Otitis media:0.169 Diagnosis:9ccs126:Ot up rsp in:0.153 Diagnosis:9ccs90:Eye infectn:0.129 Diagnosis:9ccs135:Intest infct:0.128 Diagnosis:9ccs127:COPD:0.127 Diagnosis:9ccs133:Oth low resp | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 244 | OR_unadj: 1.121 [0.815 1.542] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs133:Oth low resp:1.000 Number of Visits:0.321 Diagnosis:9ccs256:Exam/eval:0.184 Diagnosis:9ccs155:Other GI dx:0.172 Diagnosis:9ccs128:Asthma:0.170 Diagnosis:9ccs154:Gastroent:0.166 Diagnosis:9ccs253:Allergy:0.164 Diagnosis:9ccs126:Ot up rsp in:0.155 Diagnosis:9ccs127:COPD:0.155 Diagnosis:9ccs7:Viral infect:0.149 Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 107 | OR_unadj: 0.882 [0.382 2.035] | indivs AUC:0.513 Correlated most with: Lab:294203 BILIRUBIN TOTAL - LMC:1.000 Lab:295669 BILIRUBIN DIRECT - LMC:0.374 Diagnosis:9ccs151:Oth liver dx:-0.123 Diagnosis:9ccs222:Perint jaund:-0.101 Diagnosis:9ccs205:Back problem:0.095 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.091 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.090 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.082 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.064 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.063 Diagnosis:9ccs155:Other GI dx | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 466 | OR_unadj: 0.954 [0.738 1.234] | indivs AUC:0.485 Correlated most with: Diagnosis:9ccs155:Other GI dx:1.000 Number of Visits:0.323 Diagnosis:9ccs7:Viral infect:0.202 Diagnosis:9ccs154:Gastroent:0.191 Diagnosis:9ccs253:Allergy:0.183 Diagnosis:9ccs133:Oth low resp:0.172 Diagnosis:9ccs126:Ot up rsp in:0.171 Diagnosis:9ccs200:Oth skin dx:0.168 Diagnosis:9ccs257:Ot aftercare:0.152 Diagnosis:9ccs10:Immuniz/scrn:0.146 Diagnosis:9ccs90:Eye infectn | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 443 | OR_unadj: 1.060 [0.819 1.372] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs90:Eye infectn:1.000 Number of Visits:0.288 Diagnosis:9ccs126:Ot up rsp in:0.206 Diagnosis:9ccs92:Otitis media:0.204 Diagnosis:9ccs7:Viral infect:0.180 Diagnosis:9ccs125:Bronchitis:0.175 Diagnosis:9ccs91:Other eye dx:0.173 Diagnosis:9ccs10:Immuniz/scrn:0.151 Diagnosis:9ccs257:Ot aftercare:0.148 Diagnosis:9ccs155:Other GI dx:0.131 Diagnosis:9ccs198:Ot infl skin | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 237 | OR_unadj: 1.022 [0.735 1.419] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs198:Ot infl skin:1.000 Diagnosis:9ccs253:Allergy:0.187 Diagnosis:9ccs200:Oth skin dx:0.160 Number of Visits:0.121 Diagnosis:9ccs10:Immuniz/scrn:0.106 Diagnosis:9ccs7:Viral infect:0.101 Diagnosis:9ccs126:Ot up rsp in:0.097 Diagnosis:9ccs255:Social admin:0.089 Diagnosis:9ccs92:Otitis media:0.082 Diagnosis:9ccs91:Other eye dx:0.081 * Diagnosis:9ccs58:Ot nutrit dx | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 162 | OR_unadj: 1.954 [1.381 2.764] | indivs AUC:0.516 Correlated most with: Diagnosis:9ccs58:Ot nutrit dx:1.000 Number of Visits:0.168 Diagnosis:9ccs155:Other GI dx:0.133 Diagnosis:9ccs239:Superfic inj:0.093 Diagnosis:9ccs133:Oth low resp:0.088 Diagnosis:9ccs200:Oth skin dx:0.087 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.087 Diagnosis:9ccs257:Ot aftercare:0.081 Diagnosis:9ccs154:Gastroent:0.081 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.073 Diagnosis:9ccs126:Ot up rsp in | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1288 | OR_unadj: 0.968 [0.750 1.249] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:1.000 Number of Visits:0.440 Diagnosis:9ccs92:Otitis media:0.369 Diagnosis:9ccs255:Social admin:0.356 Diagnosis:9ccs10:Immuniz/scrn:0.309 Diagnosis:9ccs257:Ot aftercare:0.279 Diagnosis:9ccs7:Viral infect:0.270 Diagnosis:9ccs125:Bronchitis:0.250 Diagnosis:9ccs90:Eye infectn:0.206 Diagnosis:9ccs253:Allergy:0.198 Diagnosis:9ccs96:Hrt valve dx | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 159 | OR_unadj: 1.256 [0.863 1.827] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.473 Newborn Diagnosis:9ccs96:Hrt valve dx:0.250 Diagnosis:9ccs117:Ot circul dx:0.228 Newborn Diagnosis:9ccs213:Cardiac anom:0.208 Diagnosis:9ccs244:Other injury:0.101 Diagnosis:9ccs91:Other eye dx:0.097 Diagnosis:9ccs83:Epilepsy/cnv:0.089 Number of Visits:0.080 Diagnosis:9ccs10:Immuniz/scrn:0.079 Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1428 | OR_unadj: 0.961 [0.720 1.284] | indivs AUC:0.455 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:1.000 Diagnosis:9ccs255:Social admin:0.472 Diagnosis:9ccs126:Ot up rsp in:0.309 Number of Visits:0.260 Diagnosis:9ccs7:Viral infect:0.243 Diagnosis:9ccs257:Ot aftercare:0.212 Diagnosis:9ccs92:Otitis media:0.200 Diagnosis:9ccs253:Allergy:0.198 Diagnosis:9ccs125:Bronchitis:0.161 Diagnosis:9ccs90:Eye infectn:0.151 Diagnosis:9ccs200:Oth skin dx | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 507 | OR_unadj: 0.895 [0.695 1.152] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs200:Oth skin dx:1.000 Number of Visits:0.249 Diagnosis:9ccs253:Allergy:0.229 Diagnosis:9ccs7:Viral infect:0.216 Diagnosis:9ccs239:Superfic inj:0.169 Diagnosis:9ccs155:Other GI dx:0.168 Diagnosis:9ccs198:Ot infl skin:0.160 Diagnosis:9ccs126:Ot up rsp in:0.151 Diagnosis:9ccs10:Immuniz/scrn:0.148 Diagnosis:9ccs133:Oth low resp:0.147 Diagnosis:9ccs92:Otitis media | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 817 | OR_unadj: 1.012 [0.807 1.269] | indivs AUC:0.464 Correlated most with: Diagnosis:9ccs92:Otitis media:1.000 Number of Visits:0.404 Diagnosis:9ccs126:Ot up rsp in:0.369 Diagnosis:9ccs257:Ot aftercare:0.273 Diagnosis:9ccs128:Asthma:0.232 Diagnosis:9ccs125:Bronchitis:0.230 Diagnosis:9ccs7:Viral infect:0.216 Diagnosis:9ccs255:Social admin:0.205 Diagnosis:9ccs90:Eye infectn:0.204 Diagnosis:9ccs10:Immuniz/scrn:0.200 Diagnosis:9ccs197:Skin infectn | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 189 | OR_unadj: 1.047 [0.730 1.501] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs197:Skin infectn:1.000 Number of Visits:0.162 Diagnosis:9ccs239:Superfic inj:0.115 Diagnosis:9ccs10:Immuniz/scrn:0.108 Diagnosis:9ccs253:Allergy:0.105 Diagnosis:9ccs137:Mouth dx:0.104 Diagnosis:9ccs138:Esophgeal dx:0.103 Diagnosis:9ccs200:Oth skin dx:0.103 Diagnosis:9ccs92:Otitis media:0.099 Diagnosis:9ccs7:Viral infect:0.089 Diagnosis:9ccs7:Viral infect | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 797 | OR_unadj: 0.878 [0.699 1.102] | indivs AUC:0.449 Correlated most with: Diagnosis:9ccs7:Viral infect:1.000 Number of Visits:0.408 Diagnosis:9ccs126:Ot up rsp in:0.270 Diagnosis:9ccs10:Immuniz/scrn:0.243 Diagnosis:9ccs257:Ot aftercare:0.225 Diagnosis:9ccs125:Bronchitis:0.219 Diagnosis:9ccs92:Otitis media:0.216 Diagnosis:9ccs200:Oth skin dx:0.216 Diagnosis:9ccs155:Other GI dx:0.202 Diagnosis:9ccs255:Social admin:0.189 Diagnosis:9ccs217:Ot cong anom | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 137 | OR_unadj: 0.657 [0.410 1.052] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs217:Ot cong anom:1.000 Diagnosis:9ccs89:Blindness:0.212 Newborn Diagnosis:9ccs217:Ot cong anom:0.147 Number of Visits:0.123 Diagnosis:9ccs91:Other eye dx:0.110 Diagnosis:9ccs95:Oth nerv dx:0.107 Diagnosis:9ccs10:Immuniz/scrn:0.089 Diagnosis:9ccs257:Ot aftercare:0.089 Diagnosis:9ccs133:Oth low resp:0.085 Lab:292495 LEAD LEVEL - Sunrise:0.085 Diagnosis:9ccs74:Ot mentl cnd | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 204 | OR_unadj: 0.817 [0.565 1.182] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs74:Ot mentl cnd:1.000 Diagnosis:9ccs113:Late eff CVD:0.219 Diagnosis:9ccs94:Other ear dx:0.205 Number of Visits:0.187 Diagnosis:9ccs95:Oth nerv dx:0.179 Diagnosis:9ccs10:Immuniz/scrn:0.122 Diagnosis:9ccs126:Ot up rsp in:0.089 Diagnosis:9ccs216:Nerv cong an:0.078 Diagnosis:9ccs223:Birth trauma:0.074 Diagnosis:9ccs255:Social admin:0.073 Diagnosis:9ccs94:Other ear dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 166 | OR_unadj: 1.404 [0.979 2.013] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs94:Other ear dx:1.000 Number of Visits:0.257 Diagnosis:9ccs74:Ot mentl cnd:0.205 Diagnosis:9ccs113:Late eff CVD:0.198 Diagnosis:9ccs92:Otitis media:0.119 Diagnosis:9ccs126:Ot up rsp in:0.101 Diagnosis:9ccs95:Oth nerv dx:0.101 Diagnosis:9ccs127:COPD:0.084 Diagnosis:9ccs7:Viral infect:0.080 Diagnosis:9ccs257:Ot aftercare:0.078 Diagnosis:9ccs125:Bronchitis | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 481 | OR_unadj: 0.983 [0.763 1.267] | indivs AUC:0.531 Correlated most with: Diagnosis:9ccs125:Bronchitis:1.000 Number of Visits:0.293 Diagnosis:9ccs257:Ot aftercare:0.288 Diagnosis:9ccs126:Ot up rsp in:0.250 Diagnosis:9ccs128:Asthma:0.246 Diagnosis:9ccs92:Otitis media:0.230 Diagnosis:9ccs7:Viral infect:0.219 Diagnosis:9ccs122:Pneumonia:0.187 Diagnosis:9ccs90:Eye infectn:0.175 Diagnosis:9ccs135:Intest infct:0.167 Diagnosis:9ccs135:Intest infct | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 470 | OR_unadj: 1.188 [0.925 1.525] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs135:Intest infct:1.000 Number of Visits:0.295 Diagnosis:9ccs126:Ot up rsp in:0.182 Diagnosis:9ccs257:Ot aftercare:0.171 Diagnosis:9ccs7:Viral infect:0.168 Diagnosis:9ccs125:Bronchitis:0.167 Diagnosis:9ccs92:Otitis media:0.154 Diagnosis:9ccs10:Immuniz/scrn:0.145 Diagnosis:9ccs255:Social admin:0.136 Diagnosis:9ccs155:Other GI dx:0.131 Diagnosis:9ccs4:Mycoses | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 182 | OR_unadj: 1.068 [0.742 1.539] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs4:Mycoses:1.000 Number of Visits:0.185 Diagnosis:9ccs92:Otitis media:0.150 Diagnosis:9ccs200:Oth skin dx:0.133 Diagnosis:9ccs253:Allergy:0.131 Diagnosis:9ccs126:Ot up rsp in:0.128 Diagnosis:9ccs7:Viral infect:0.095 Diagnosis:9ccs155:Other GI dx:0.087 Diagnosis:9ccs76:Meningitis:0.082 Diagnosis:9ccs257:Ot aftercare:0.081 Diagnosis:9ccs256:Exam/eval | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 141 | OR_unadj: 0.785 [0.505 1.221] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs256:Exam/eval:1.000 Diagnosis:9ccs133:Oth low resp:0.184 Number of Visits:0.148 Diagnosis:9ccs155:Other GI dx:0.140 Diagnosis:9ccs200:Oth skin dx:0.140 Diagnosis:9ccs154:Gastroent:0.138 Diagnosis:9ccs239:Superfic inj:0.127 Diagnosis:9ccs253:Allergy:0.118 Diagnosis:9ccs258:Other screen:0.102 Diagnosis:9ccs127:COPD:0.088 Newborn Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 184 | OR_unadj: 1.088 [0.758 1.563] | indivs AUC:0.503 Correlated most with: Newborn Diagnosis:9ccs222:Perint jaund:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.329 Newborn Diagnosis:9ccs256:Exam/eval:0.269 Diagnosis:9ccs219:Low birth wt:0.213 Newborn Diagnosis:9ccs253:Allergy:0.185 Newborn Diagnosis:9ccs221:Resp distres:0.144 Newborn Diagnosis:9ccs224:Ot perint dx:0.121 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.112 Diagnosis:9ccs222:Perint jaund:0.108 Diagnosis:9ccs95:Oth nerv dx:0.091 Diagnosis:9ccs250:Nausea/vomit | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 89 | OR_unadj: 1.171 [0.713 1.922] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs250:Nausea/vomit:1.000 Diagnosis:9ccs138:Esophgeal dx:0.202 Number of Visits:0.181 Diagnosis:9ccs141:Ot dx stomch:0.179 Diagnosis:9ccs133:Oth low resp:0.140 Diagnosis:9ccs155:Other GI dx:0.125 Diagnosis:9ccs257:Ot aftercare:0.111 Diagnosis:9ccs258:Other screen:0.111 Diagnosis:9ccs165:Inf male gen:0.089 Diagnosis:9ccs126:Ot up rsp in:0.086 Diagnosis:9ccs257:Ot aftercare | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 783 | OR_unadj: 0.992 [0.790 1.245] | indivs AUC:0.459 Correlated most with: Diagnosis:9ccs257:Ot aftercare:1.000 Number of Visits:0.371 Diagnosis:9ccs125:Bronchitis:0.288 Diagnosis:9ccs126:Ot up rsp in:0.279 Diagnosis:9ccs92:Otitis media:0.273 Diagnosis:9ccs7:Viral infect:0.225 Diagnosis:9ccs10:Immuniz/scrn:0.212 Diagnosis:9ccs255:Social admin:0.197 Diagnosis:9ccs128:Asthma:0.189 Diagnosis:9ccs122:Pneumonia:0.182 Diagnosis:9ccs159:UTI | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 67 | OR_unadj: 1.420 [0.825 2.447] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs159:UTI:1.000 Diagnosis:9ccs161:Ot dx kidney:0.225 Number of Visits:0.172 Diagnosis:9ccs163:Other GU dx:0.164 Diagnosis:9ccs2:Septicemia:0.129 Diagnosis:9ccs257:Ot aftercare:0.120 Diagnosis:9ccs122:Pneumonia:0.095 Diagnosis:9ccs165:Inf male gen:0.094 Diagnosis:9ccs92:Otitis media:0.088 Diagnosis:9ccs166:Oth male gen:0.086 Diagnosis:9ccs113:Late eff CVD | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 169 | OR_unadj: 1.068 [0.732 1.557] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs113:Late eff CVD:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.219 Diagnosis:9ccs94:Other ear dx:0.198 Diagnosis:9ccs75:Hx mental dx:0.127 Number of Visits:0.112 Diagnosis:9ccs126:Ot up rsp in:0.091 Diagnosis:9ccs257:Ot aftercare:0.087 Diagnosis:9ccs125:Bronchitis:0.076 Diagnosis:9ccs95:Oth nerv dx:0.075 Diagnosis:9ccs92:Otitis media:0.074 Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 806 | OR_unadj: 0.965 [0.769 1.210] | indivs AUC:0.471 Correlated most with: Newborn Diagnosis:9ccs224:Ot perint dx:1.000 Newborn Diagnosis:9ccs222:Perint jaund:0.121 Newborn Diagnosis:9ccs96:Hrt valve dx:0.091 Diagnosis:9ccs7:Viral infect:-0.087 Newborn Diagnosis:9ccs256:Exam/eval:0.084 Newborn Diagnosis:9ccs0:No DX:-0.080 Newborn Diagnosis:9ccs253:Allergy:0.069 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.067 Diagnosis:9ccs64:Ot hematl dx:0.067 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.065 Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 225 | OR_unadj: 0.925 [0.656 1.303] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs222:Perint jaund:1.000 Diagnosis:9ccs151:Oth liver dx:0.181 Newborn Diagnosis:9ccs222:Perint jaund:0.108 Lab:294203 BILIRUBIN TOTAL - LMC:-0.101 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.077 Diagnosis:9ccs224:Ot perint dx:0.073 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.068 Diagnosis:9ccs55:Fluid/elc dx:0.066 Diagnosis:9ccs91:Other eye dx:0.066 Diagnosis:9ccs200:Oth skin dx:0.063 Diagnosis:9ccs134:Ot uppr resp | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 167 | OR_unadj: 0.755 [0.500 1.141] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:1.000 Number of Visits:0.196 Diagnosis:9ccs124:Tonsillitis:0.127 Diagnosis:9ccs253:Allergy:0.125 Diagnosis:9ccs126:Ot up rsp in:0.124 Diagnosis:9ccs90:Eye infectn:0.115 Diagnosis:9ccs211:Ot conn tiss:0.111 Diagnosis:9ccs133:Oth low resp:0.100 Diagnosis:9ccs127:COPD:0.099 Diagnosis:9ccs91:Other eye dx:0.096 Diagnosis:9ccs136:Teeth dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 128 | OR_unadj: 1.484 [0.995 2.214] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs136:Teeth dx:1.000 Number of Visits:0.153 Diagnosis:9ccs7:Viral infect:0.113 Diagnosis:9ccs10:Immuniz/scrn:0.105 Newborn Diagnosis:9ccs218:Liveborn:-0.094 Diagnosis:9ccs155:Other GI dx:0.094 Diagnosis:9ccs137:Mouth dx:0.085 Diagnosis:9ccs2603:E Codes: Fall:0.083 Diagnosis:9ccs200:Oth skin dx:0.082 Diagnosis:9ccs258:Other screen:0.081 Diagnosis:9ccs91:Other eye dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 156 | OR_unadj: 0.984 [0.661 1.465] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs91:Other eye dx:1.000 Diagnosis:9ccs89:Blindness:0.242 Diagnosis:9ccs90:Eye infectn:0.173 Number of Visits:0.142 Diagnosis:9ccs7:Viral infect:0.121 Diagnosis:9ccs217:Ot cong anom:0.110 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.100 Diagnosis:9ccs96:Hrt valve dx:0.097 Diagnosis:9ccs134:Ot uppr resp:0.096 Diagnosis:9ccs258:Other screen:0.093 Newborn Diagnosis:9ccs219:Low birth wt | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 105 | OR_unadj: 0.620 [0.360 1.069] | indivs AUC:0.470 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:1.000 Diagnosis:9ccs219:Low birth wt:0.467 Newborn Diagnosis:9ccs256:Exam/eval:0.332 Newborn Diagnosis:9ccs222:Perint jaund:0.329 Newborn Diagnosis:9ccs221:Resp distres:0.314 Newborn Diagnosis:9ccs253:Allergy:0.213 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.202 Diagnosis:9ccs143:Abdom hernia:0.136 Diagnosis:9ccs95:Oth nerv dx:0.105 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.095 Diagnosis:9ccs253:Allergy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 857 | OR_unadj: 1.042 [0.831 1.306] | indivs AUC:0.448 Correlated most with: Diagnosis:9ccs253:Allergy:1.000 Number of Visits:0.299 Diagnosis:9ccs200:Oth skin dx:0.229 Diagnosis:9ccs126:Ot up rsp in:0.198 Diagnosis:9ccs255:Social admin:0.198 Diagnosis:9ccs10:Immuniz/scrn:0.198 Diagnosis:9ccs198:Ot infl skin:0.187 Diagnosis:9ccs155:Other GI dx:0.183 Diagnosis:9ccs7:Viral infect:0.174 Diagnosis:9ccs257:Ot aftercare:0.174 Newborn Diagnosis:9ccs256:Exam/eval | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 100 | OR_unadj: 1.124 [0.700 1.805] | indivs AUC:0.486 Correlated most with: Newborn Diagnosis:9ccs256:Exam/eval:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.332 Newborn Diagnosis:9ccs222:Perint jaund:0.269 Newborn Diagnosis:9ccs253:Allergy:0.218 Diagnosis:9ccs219:Low birth wt:0.214 Newborn Diagnosis:9ccs221:Resp distres:0.179 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.113 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.105 Newborn Diagnosis:9ccs95:Oth nerv dx:0.093 Newborn Diagnosis:9ccs224:Ot perint dx:0.084 Diagnosis:9ccs0:No DX | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 89 | OR_unadj: 1.408 [0.874 2.268] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs0:No DX:1.000 Diagnosis:9ccs10:Immuniz/scrn:0.110 Diagnosis:9ccs212:Ot bone dx:0.085 Diagnosis:9ccs209:Ot acq defor:0.065 Diagnosis:9ccs135:Intest infct:0.053 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.053 Diagnosis:9ccs250:Nausea/vomit:0.053 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.053 Diagnosis:9ccs255:Social admin:0.052 Diagnosis:9ccs58:Ot nutrit dx:0.052 Diagnosis:9ccs215:gu cong anom | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 85 | OR_unadj: 1.019 [0.604 1.720] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs215:gu cong anom:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.185 Number of Visits:0.100 Diagnosis:9ccs163:Other GU dx:0.078 Diagnosis:9ccs239:Superfic inj:0.064 Diagnosis:9ccs124:Tonsillitis:0.063 Diagnosis:9ccs126:Ot up rsp in:0.063 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.061 Diagnosis:9ccs258:Other screen:0.059 Diagnosis:9ccs250:Nausea/vomit:0.057 Diagnosis:9ccs127:COPD | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 118 | OR_unadj: 0.999 [0.637 1.568] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs127:COPD:1.000 Number of Visits:0.269 Diagnosis:9ccs128:Asthma:0.160 Diagnosis:9ccs133:Oth low resp:0.155 Diagnosis:9ccs122:Pneumonia:0.127 Diagnosis:9ccs126:Ot up rsp in:0.125 Diagnosis:9ccs125:Bronchitis:0.120 Diagnosis:9ccs258:Other screen:0.103 Diagnosis:9ccs134:Ot uppr resp:0.099 Diagnosis:9ccs7:Viral infect:0.093 Diagnosis:9ccs259:Unclassified | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 117 | OR_unadj: 1.492 [0.984 2.262] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs259:Unclassified:1.000 Diagnosis:9ccs143:Abdom hernia:0.100 Diagnosis:9ccs250:Nausea/vomit:0.084 Diagnosis:9ccs48:Thyroid dsor:0.079 Newborn Diagnosis:9ccs219:Low birth wt:0.077 Diagnosis:9ccs240:Burns:0.076 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.075 Diagnosis:9ccs133:Oth low resp:0.071 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.070 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.070 Diagnosis:9ccs166:Oth male gen | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 92 | OR_unadj: 1.049 [0.636 1.730] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs166:Oth male gen:1.000 Diagnosis:9ccs165:Inf male gen:0.102 Diagnosis:9ccs62:Coag/hemr dx:0.098 Diagnosis:9ccs257:Ot aftercare:0.087 Diagnosis:9ccs159:UTI:0.086 Diagnosis:9ccs138:Esophgeal dx:0.086 Diagnosis:9ccs133:Oth low resp:0.083 Number of Visits:0.076 Diagnosis:9ccs200:Oth skin dx:0.075 Diagnosis:9ccs143:Abdom hernia:0.072 Diagnosis:9ccs255:Social admin | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1667 | OR_unadj: 1.120 [0.650 1.932] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs255:Social admin:1.000 Diagnosis:9ccs10:Immuniz/scrn:0.472 Diagnosis:9ccs126:Ot up rsp in:0.356 Diagnosis:9ccs92:Otitis media:0.205 Diagnosis:9ccs253:Allergy:0.198 Diagnosis:9ccs257:Ot aftercare:0.197 Diagnosis:9ccs7:Viral infect:0.189 Number of Visits:0.139 Diagnosis:9ccs125:Bronchitis:0.138 Diagnosis:9ccs135:Intest infct:0.136 Diagnosis:9ccs239:Superfic inj | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 165 | OR_unadj: 0.910 [0.613 1.351] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs239:Superfic inj:1.000 Number of Visits:0.206 Diagnosis:9ccs258:Other screen:0.184 Diagnosis:9ccs200:Oth skin dx:0.169 Diagnosis:9ccs7:Viral infect:0.129 Diagnosis:9ccs155:Other GI dx:0.129 Diagnosis:9ccs256:Exam/eval:0.127 Diagnosis:9ccs133:Oth low resp:0.124 Diagnosis:9ccs126:Ot up rsp in:0.118 Diagnosis:9ccs197:Skin infectn:0.115 Newborn Diagnosis:9ccs94:Other ear dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1653 | OR_unadj: 0.865 [0.538 1.390] | indivs AUC:0.506 Correlated most with: Newborn Diagnosis:9ccs94:Other ear dx:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.397 Newborn Diagnosis:9ccs0:No DX:-0.355 Newborn Diagnosis:9ccs221:Resp distres:-0.124 Newborn Diagnosis:9ccs218:Liveborn:0.110 Diagnosis:9ccs213:Cardiac anom:-0.097 Newborn Diagnosis:9ccs222:Perint jaund:-0.079 Newborn Diagnosis:9ccs219:Low birth wt:-0.075 Diagnosis:9ccs244:Other injury:-0.048 Diagnosis:9ccs256:Exam/eval:-0.047 * Diagnosis:9ccs213:Cardiac anom | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 56 | OR_unadj: 1.858 [1.056 3.270] | indivs AUC:0.487 Correlated most with: Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs96:Hrt valve dx:0.473 Newborn Diagnosis:9ccs213:Cardiac anom:0.441 Newborn Diagnosis:9ccs96:Hrt valve dx:0.329 Diagnosis:9ccs117:Ot circul dx:0.225 Diagnosis:9ccs89:Blindness:0.129 Number of Visits:0.123 Diagnosis:9ccs161:Ot dx kidney:0.101 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.098 Diagnosis:9ccs140:Gastritis:0.098 Diagnosis:9ccs151:Oth liver dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 169 | OR_unadj: 0.743 [0.492 1.122] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs151:Oth liver dx:1.000 Diagnosis:9ccs222:Perint jaund:0.181 Lab:294203 BILIRUBIN TOTAL - LMC:-0.123 Diagnosis:9ccs10:Immuniz/scrn:0.101 Diagnosis:9ccs258:Other screen:0.100 Diagnosis:9ccs243:Poisn nonmed:0.096 Diagnosis:9ccs154:Gastroent:0.092 Diagnosis:9ccs138:Esophgeal dx:0.089 Number of Visits:0.084 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.083 Diagnosis:9ccs224:Ot perint dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 79 | OR_unadj: 1.297 [0.777 2.164] | indivs AUC:0.517 Correlated most with: Diagnosis:9ccs224:Ot perint dx:1.000 Number of Visits:0.116 Newborn Diagnosis:9ccs222:Perint jaund:0.087 Diagnosis:9ccs155:Other GI dx:0.081 Diagnosis:9ccs253:Allergy:0.079 Diagnosis:9ccs205:Back problem:0.077 Diagnosis:9ccs219:Low birth wt:0.077 Diagnosis:9ccs200:Oth skin dx:0.074 Diagnosis:9ccs222:Perint jaund:0.073 Diagnosis:9ccs239:Superfic inj:0.071 Diagnosis:9ccs165:Inf male gen | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 48 | OR_unadj: 1.473 [0.782 2.774] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs165:Inf male gen:1.000 Diagnosis:9ccs2603:E Codes: Fall:0.124 Diagnosis:9ccs244:Other injury:0.118 Lab:294147 FREE T4 - LMC:-0.110 Number of Visits:0.105 Diagnosis:9ccs166:Oth male gen:0.102 Diagnosis:9ccs135:Intest infct:0.096 Diagnosis:9ccs147:Anal/rectal:0.094 Diagnosis:9ccs159:UTI:0.094 Lab:294205 TSH REFLEX TO FT4 - LMC:0.089 Vital: HC Percentile-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 49 | OR_unadj: 0.784 [0.264 2.329] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:0.090 Diagnosis:9ccs83:Epilepsy/cnv:-0.084 Newborn Diagnosis:9ccs253:Allergy:-0.053 Diagnosis:9ccs94:Other ear dx:-0.049 Diagnosis:9ccs138:Esophgeal dx:-0.048 Diagnosis:9ccs4:Mycoses:-0.045 Diagnosis:10ccs58:Ot nutrit dx:0.045 Diagnosis:9ccs234:Crush injury:0.045 Diagnosis:9ccs113:Late eff CVD:-0.043 Diagnosis:9ccs91:Other eye dx:-0.042 * Lab:297262 HEMOGLOBIN (HEMOCUE) | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 31 | OR_unadj: 3.235 [1.305 8.018] | indivs AUC:0.518 Correlated most with: Lab:297262 HEMOGLOBIN (HEMOCUE):1.000 Diagnosis:9ccs219:Low birth wt:-0.264 Diagnosis:9ccs59:Anemia:-0.135 Newborn Diagnosis:9ccs256:Exam/eval:-0.105 Newborn Diagnosis:9ccs219:Low birth wt:-0.095 Diagnosis:9ccs153:GI hemorrhag:-0.095 Diagnosis:9ccs147:Anal/rectal:0.094 Diagnosis:9ccs58:Ot nutrit dx:-0.087 Diagnosis:9ccs224:Ot perint dx:-0.068 Diagnosis:9ccs2603:E Codes: Fall:0.063 Diagnosis:9ccs143:Abdom hernia | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 68 | OR_unadj: 1.092 [0.616 1.935] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs143:Abdom hernia:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.136 Diagnosis:9ccs128:Asthma:0.103 Diagnosis:9ccs259:Unclassified:0.100 Number of Visits:0.095 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.093 Diagnosis:9ccs257:Ot aftercare:0.087 Diagnosis:9ccs133:Oth low resp:0.073 Newborn Diagnosis:9ccs215:gu cong anom:0.072 Diagnosis:9ccs166:Oth male gen:0.072 Newborn Diagnosis:9ccs259:Unclassified | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 71 | OR_unadj: 1.211 [0.701 2.093] | indivs AUC:0.505 Correlated most with: Newborn Diagnosis:9ccs259:Unclassified:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.241 MatDeliveryAge:0.132 Newborn Diagnosis:9ccs219:Low birth wt:0.094 Newborn Diagnosis:9ccs221:Resp distres:0.083 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.081 Newborn Diagnosis:9ccs222:Perint jaund:0.081 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.080 Diagnosis:9ccs89:Blindness:0.064 Newborn Diagnosis:9ccs256:Exam/eval:0.062 Diagnosis:9ccs137:Mouth dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 89 | OR_unadj: 0.765 [0.440 1.331] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs137:Mouth dx:1.000 Diagnosis:9ccs258:Other screen:0.165 Number of Visits:0.153 Diagnosis:9ccs200:Oth skin dx:0.105 Diagnosis:9ccs197:Skin infectn:0.104 Diagnosis:9ccs239:Superfic inj:0.094 Diagnosis:9ccs7:Viral infect:0.091 Diagnosis:9ccs147:Anal/rectal:0.087 Diagnosis:9ccs136:Teeth dx:0.085 Diagnosis:9ccs257:Ot aftercare:0.085 Diagnosis:9ccs124:Tonsillitis | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 57 | OR_unadj: 1.396 [0.775 2.517] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs124:Tonsillitis:1.000 Diagnosis:9ccs134:Ot uppr resp:0.127 Diagnosis:9ccs126:Ot up rsp in:0.095 Number of Visits:0.090 Diagnosis:9ccs76:Meningitis:0.084 Diagnosis:9ccs92:Otitis media:0.080 Diagnosis:9ccs127:COPD:0.066 Diagnosis:9ccs215:gu cong anom:0.063 Diagnosis:9ccs113:Late eff CVD:0.049 Diagnosis:9ccs122:Pneumonia:0.049 Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1654 | OR_unadj: 0.852 [0.530 1.371] | indivs AUC:0.494 Correlated most with: Newborn Diagnosis:9ccs10:Immuniz/scrn:1.000 Newborn Diagnosis:9ccs94:Other ear dx:0.397 Newborn Diagnosis:9ccs0:No DX:-0.357 Newborn Diagnosis:9ccs259:Unclassified:-0.241 Newborn Diagnosis:9ccs219:Low birth wt:-0.202 Newborn Diagnosis:9ccs221:Resp distres:-0.183 Diagnosis:9ccs219:Low birth wt:-0.122 Newborn Diagnosis:9ccs213:Cardiac anom:-0.113 Newborn Diagnosis:9ccs256:Exam/eval:-0.113 Newborn Diagnosis:9ccs222:Perint jaund:-0.112 * Diagnosis:9ccs138:Esophgeal dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 78 | OR_unadj: 0.507 [0.259 0.995] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:1.000 Diagnosis:9ccs250:Nausea/vomit:0.202 Number of Visits:0.151 Diagnosis:9ccs133:Oth low resp:0.145 Diagnosis:9ccs155:Other GI dx:0.121 Diagnosis:9ccs197:Skin infectn:0.103 Diagnosis:9ccs239:Superfic inj:0.091 Diagnosis:9ccs151:Oth liver dx:0.089 Diagnosis:9ccs141:Ot dx stomch:0.088 Diagnosis:9ccs253:Allergy:0.088 * Diagnosis:9ccs209:Ot acq defor | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 23 | OR_unadj: 2.766 [1.203 6.358] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs209:Ot acq defor:1.000 Diagnosis:9ccs212:Ot bone dx:0.182 Diagnosis:9ccs2603:E Codes: Fall:0.089 Diagnosis:10ccs58:Ot nutrit dx:0.088 Diagnosis:9ccs62:Coag/hemr dx:0.067 Diagnosis:9ccs0:No DX:0.065 Diagnosis:9ccs253:Allergy:0.058 Diagnosis:9ccs143:Abdom hernia:0.055 Diagnosis:9ccs243:Poisn nonmed:0.054 Diagnosis:9ccs58:Ot nutrit dx:0.050 Newborn Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 53 | OR_unadj: 1.154 [0.611 2.181] | indivs AUC:0.476 Correlated most with: Newborn Diagnosis:9ccs217:Ot cong anom:1.000 Newborn Diagnosis:9ccs191:Amnios dx:0.240 Newborn Diagnosis:9ccs215:gu cong anom:0.150 Diagnosis:9ccs217:Ot cong anom:0.147 Diagnosis:9ccs163:Other GU dx:0.147 Diagnosis:9ccs161:Ot dx kidney:0.105 Newborn Diagnosis:9ccs253:Allergy:0.094 Diagnosis:9ccs213:Cardiac anom:0.082 Newborn Diagnosis:9ccs222:Perint jaund:0.081 Diagnosis:9ccs137:Mouth dx:0.081 Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 41 | OR_unadj: 1.144 [0.556 2.356] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs161:Ot dx kidney:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.472 Diagnosis:9ccs159:UTI:0.225 Number of Visits:0.130 Diagnosis:9ccs163:Other GU dx:0.124 Diagnosis:9ccs83:Epilepsy/cnv:0.118 Newborn Diagnosis:9ccs217:Ot cong anom:0.105 Diagnosis:9ccs213:Cardiac anom:0.101 Diagnosis:9ccs55:Fluid/elc dx:0.075 Diagnosis:9ccs205:Back problem:0.075 Diagnosis:9ccs2603:E Codes: Fall | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 36 | OR_unadj: 1.370 [0.655 2.866] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs2603:E Codes: Fall:1.000 Diagnosis:10ccs58:Ot nutrit dx:0.703 Diagnosis:9ccs8:Oth infectns:0.132 Diagnosis:9ccs64:Ot hematl dx:0.128 Diagnosis:9ccs165:Inf male gen:0.124 Number of Visits:0.100 Diagnosis:9ccs258:Other screen:0.091 Diagnosis:9ccs209:Ot acq defor:0.089 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.085 Diagnosis:9ccs136:Teeth dx:0.083 Newborn Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 50 | OR_unadj: 0.997 [0.506 1.966] | indivs AUC:0.506 Correlated most with: Newborn Diagnosis:9ccs215:gu cong anom:1.000 Diagnosis:9ccs161:Ot dx kidney:0.472 Diagnosis:9ccs215:gu cong anom:0.185 Newborn Diagnosis:9ccs217:Ot cong anom:0.150 Diagnosis:9ccs163:Other GU dx:0.110 Diagnosis:9ccs83:Epilepsy/cnv:0.104 Diagnosis:9ccs213:Cardiac anom:0.086 Newborn Diagnosis:9ccs218:Liveborn:-0.076 Diagnosis:9ccs143:Abdom hernia:0.072 Diagnosis:9ccs64:Ot hematl dx:0.065 Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 48 | OR_unadj: 0.403 [0.159 1.026] | indivs AUC:0.487 Correlated most with: Diagnosis:9ccs95:Oth nerv dx:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.179 Diagnosis:9ccs216:Nerv cong an:0.156 Diagnosis:9ccs211:Ot conn tiss:0.147 Number of Visits:0.117 Diagnosis:9ccs217:Ot cong anom:0.107 Newborn Diagnosis:9ccs219:Low birth wt:0.105 Diagnosis:9ccs94:Other ear dx:0.101 Newborn Diagnosis:9ccs222:Perint jaund:0.091 Diagnosis:9ccs134:Ot uppr resp:0.088 Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 39 | OR_unadj: 1.225 [0.592 2.537] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs47:Ot bnign neo:1.000 Diagnosis:9ccs62:Coag/hemr dx:0.105 Diagnosis:9ccs117:Ot circul dx:0.093 Diagnosis:9ccs217:Ot cong anom:0.071 Diagnosis:9ccs166:Oth male gen:0.069 Diagnosis:9ccs212:Ot bone dx:0.064 Diagnosis:9ccs138:Esophgeal dx:0.061 Diagnosis:9ccs259:Unclassified:0.053 Diagnosis:9ccs83:Epilepsy/cnv:0.052 Diagnosis:9ccs4:Mycoses:0.050 Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 21 | OR_unadj: 1.421 [0.548 3.688] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs223:Birth trauma:1.000 Newborn Diagnosis:9ccs223:Birth trauma:0.273 Diagnosis:9ccs89:Blindness:0.109 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.087 Diagnosis:9ccs83:Epilepsy/cnv:0.082 Diagnosis:9ccs74:Ot mentl cnd:0.074 Diagnosis:9ccs135:Intest infct:0.063 Diagnosis:9ccs205:Back problem:0.052 Diagnosis:9ccs136:Teeth dx:0.050 Diagnosis:9ccs126:Ot up rsp in:-0.041 Diagnosis:9ccs244:Other injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 1.251 [0.658 2.378] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs244:Other injury:1.000 Number of Visits:0.143 Diagnosis:9ccs165:Inf male gen:0.118 Diagnosis:9ccs257:Ot aftercare:0.115 Diagnosis:9ccs126:Ot up rsp in:0.103 Diagnosis:9ccs96:Hrt valve dx:0.101 Diagnosis:9ccs122:Pneumonia:0.094 Diagnosis:9ccs125:Bronchitis:0.087 Diagnosis:9ccs213:Cardiac anom:0.086 Diagnosis:9ccs135:Intest infct:0.082 Vital: HC Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.329 [0.351 5.033] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs153:GI hemorrhag:0.077 Diagnosis:9ccs2603:E Codes: Fall:0.075 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.061 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.061 Diagnosis:9ccs222:Perint jaund:0.057 Diagnosis:9ccs256:Exam/eval:0.054 Lab:306617 OCCULT BLOOD TEST (FECAL):0.052 Diagnosis:9ccs128:Asthma:-0.052 Diagnosis:9ccs208:Acq foot def:-0.051 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.046 Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 20 | OR_unadj: 2.386 [0.968 5.880] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs211:Ot conn tiss:1.000 Diagnosis:9ccs95:Oth nerv dx:0.147 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.124 Diagnosis:9ccs134:Ot uppr resp:0.111 Newborn Diagnosis:9ccs191:Amnios dx:0.095 Newborn Diagnosis:9ccs96:Hrt valve dx:0.084 Diagnosis:9ccs62:Coag/hemr dx:0.072 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.068 Number of Visits:0.062 Diagnosis:9ccs216:Nerv cong an:0.056 Diagnosis:9ccs258:Other screen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.822 [0.358 1.886] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs258:Other screen:1.000 Diagnosis:9ccs239:Superfic inj:0.184 Diagnosis:9ccs137:Mouth dx:0.165 Number of Visits:0.156 Diagnosis:9ccs155:Other GI dx:0.145 Diagnosis:9ccs250:Nausea/vomit:0.111 Diagnosis:9ccs127:COPD:0.103 Diagnosis:9ccs256:Exam/eval:0.102 Diagnosis:9ccs151:Oth liver dx:0.100 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.099 Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.388 [0.117 1.286] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs219:Low birth wt:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.467 Newborn Diagnosis:9ccs253:Allergy:0.271 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.264 Newborn Diagnosis:9ccs256:Exam/eval:0.214 Newborn Diagnosis:9ccs222:Perint jaund:0.213 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.122 Diagnosis:9ccs55:Fluid/elc dx:0.091 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.087 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.086 Diagnosis:9ccs123:Influenza | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.354 [0.595 3.082] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs123:Influenza:1.000 Number of Visits:0.134 Diagnosis:9ccs122:Pneumonia:0.109 Diagnosis:9ccs128:Asthma:0.107 Diagnosis:9ccs246:FUO:0.077 Diagnosis:9ccs92:Otitis media:0.076 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.072 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.071 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.070 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.069 Diagnosis:10ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 1.780 [0.664 4.775] | indivs AUC:0.502 Correlated most with: Diagnosis:10ccs58:Ot nutrit dx:1.000 Diagnosis:9ccs2603:E Codes: Fall:0.703 Diagnosis:9ccs64:Ot hematl dx:0.123 Diagnosis:9ccs8:Oth infectns:0.093 Diagnosis:9ccs209:Ot acq defor:0.088 Number of Visits:0.085 Newborn Diagnosis:9ccs253:Allergy:0.083 Diagnosis:9ccs91:Other eye dx:0.068 Diagnosis:9ccs58:Ot nutrit dx:0.065 Diagnosis:9ccs258:Other screen:0.064 Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.386 [0.968 5.880] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs117:Ot circul dx:1.000 Diagnosis:9ccs96:Hrt valve dx:0.228 Diagnosis:9ccs213:Cardiac anom:0.225 Newborn Diagnosis:9ccs253:Allergy:0.164 Newborn Diagnosis:9ccs213:Cardiac anom:0.107 Newborn Diagnosis:9ccs191:Amnios dx:0.095 Diagnosis:9ccs47:Ot bnign neo:0.093 Diagnosis:9ccs8:Oth infectns:0.087 Number of Visits:0.075 Newborn Diagnosis:9ccs256:Exam/eval:0.066 Lab:297275 STREP RAPID TEST (POCT) | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Lab:297275 STREP RAPID TEST (POCT):1.000 Diagnosis:9ccs3:Oth bact inf:0.138 Diagnosis:9ccs76:Meningitis:0.106 Diagnosis:9ccs153:GI hemorrhag:-0.053 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.048 Diagnosis:9ccs163:Other GU dx:-0.047 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.044 Diagnosis:9ccs253:Allergy:-0.044 Diagnosis:9ccs215:gu cong anom:0.042 Diagnosis:9ccs122:Pneumonia:-0.039 Diagnosis:9ccs247:Lymph enlarg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.627 [0.240 1.634] | indivs AUC:0.483 Correlated most with: Diagnosis:9ccs247:Lymph enlarg:1.000 Diagnosis:9ccs3:Oth bact inf:0.202 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.105 Diagnosis:9ccs163:Other GU dx:0.090 Diagnosis:9ccs197:Skin infectn:0.087 Number of Visits:0.084 Diagnosis:9ccs137:Mouth dx:0.083 Diagnosis:9ccs95:Oth nerv dx:0.080 Diagnosis:9ccs126:Ot up rsp in:0.074 Diagnosis:9ccs246:FUO:0.071 Lab:292495 LEAD LEVEL - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:1.000 Diagnosis:9ccs243:Poisn nonmed:-0.102 Diagnosis:9ccs217:Ot cong anom:0.085 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.069 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.069 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.063 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.063 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.062 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.061 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.055 Vital: HC Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.492 Correlated most with: Newborn Diagnosis:9ccs253:Allergy:-0.170 Diagnosis:9ccs117:Ot circul dx:-0.101 Diagnosis:9ccs213:Cardiac anom:-0.080 Newborn Diagnosis:9ccs213:Cardiac anom:0.080 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.075 Diagnosis:9ccs244:Other injury:-0.070 Diagnosis:9ccs143:Abdom hernia:-0.068 Diagnosis:9ccs96:Hrt valve dx:-0.066 Diagnosis:9ccs4:Mycoses:-0.062 Diagnosis:9ccs47:Ot bnign neo:-0.054 * Diagnosis:9ccs154:Gastroent | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.210 [0.050 0.880] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs154:Gastroent:1.000 Diagnosis:9ccs153:GI hemorrhag:0.209 Diagnosis:9ccs155:Other GI dx:0.191 Diagnosis:9ccs133:Oth low resp:0.166 Number of Visits:0.145 Diagnosis:9ccs256:Exam/eval:0.138 Diagnosis:9ccs253:Allergy:0.121 Diagnosis:9ccs127:COPD:0.092 Diagnosis:9ccs151:Oth liver dx:0.092 Diagnosis:9ccs58:Ot nutrit dx:0.081 Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 0.733 [0.278 1.935] | indivs AUC:0.487 Correlated most with: Diagnosis:9ccs89:Blindness:1.000 Diagnosis:9ccs91:Other eye dx:0.242 Diagnosis:9ccs217:Ot cong anom:0.212 Diagnosis:9ccs213:Cardiac anom:0.129 Diagnosis:9ccs223:Birth trauma:0.109 Newborn Diagnosis:9ccs218:Liveborn:-0.103 Number of Visits:0.102 Diagnosis:9ccs7:Viral infect:0.088 Diagnosis:9ccs257:Ot aftercare:0.081 Newborn Diagnosis:9ccs191:Amnios dx:0.077 Diagnosis:9ccs234:Crush injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: 0.611 [0.210 1.777] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs234:Crush injury:1.000 Diagnosis:9ccs127:COPD:0.077 Lab:323700 CULTURE THROAT W SENS - Sunrise:0.071 Diagnosis:9ccs134:Ot uppr resp:0.070 Newborn Diagnosis:9ccs95:Oth nerv dx:0.060 Newborn Diagnosis:9ccs223:Birth trauma:0.056 Diagnosis:9ccs137:Mouth dx:0.055 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.054 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.054 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.052 Newborn Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.127 [0.478 2.660] | indivs AUC:0.505 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:1.000 Diagnosis:9ccs223:Birth trauma:0.273 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.081 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.081 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.074 Diagnosis:9ccs198:Ot infl skin:0.066 Diagnosis:9ccs83:Epilepsy/cnv:0.066 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.061 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.061 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.058 Lab:306605 BILIRUBIN DIRECT - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Lab:306605 BILIRUBIN DIRECT - Sunrise:1.000 Diagnosis:9ccs48:Thyroid dsor:0.258 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.142 Diagnosis:9ccs58:Ot nutrit dx:0.073 Diagnosis:9ccs239:Superfic inj:0.072 Diagnosis:9ccs126:Ot up rsp in:-0.048 Lab:306617 OCCULT BLOOD TEST (FECAL):0.046 Diagnosis:9ccs222:Perint jaund:-0.045 Diagnosis:9ccs151:Oth liver dx:0.038 Diagnosis:9ccs92:Otitis media:-0.035 Diagnosis:9ccs64:Ot hematl dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs64:Ot hematl dx:1.000 Diagnosis:9ccs2603:E Codes: Fall:0.128 Diagnosis:10ccs58:Ot nutrit dx:0.123 Diagnosis:9ccs163:Other GU dx:0.073 Diagnosis:9ccs165:Inf male gen:0.067 Newborn Diagnosis:9ccs224:Ot perint dx:0.067 Diagnosis:9ccs244:Other injury:0.065 Newborn Diagnosis:9ccs215:gu cong anom:0.065 Newborn Diagnosis:9ccs256:Exam/eval:0.065 Newborn Diagnosis:9ccs217:Ot cong anom:0.062 Diagnosis:9ccs8:Oth infectns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.106 [0.403 3.040] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs8:Oth infectns:1.000 Diagnosis:9ccs2603:E Codes: Fall:0.132 Diagnosis:10ccs58:Ot nutrit dx:0.093 Diagnosis:9ccs117:Ot circul dx:0.087 Newborn Diagnosis:9ccs222:Perint jaund:0.082 Diagnosis:9ccs62:Coag/hemr dx:0.070 Diagnosis:9ccs197:Skin infectn:0.063 Diagnosis:9ccs7:Viral infect:0.057 Diagnosis:9ccs258:Other screen:0.057 Diagnosis:9ccs92:Otitis media:0.055 * Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 2.483 [1.053 5.853] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:1.000 Diagnosis:9ccs62:Coag/hemr dx:0.144 Diagnosis:9ccs161:Ot dx kidney:0.118 Diagnosis:9ccs216:Nerv cong an:0.115 Number of Visits:0.107 Newborn Diagnosis:9ccs215:gu cong anom:0.104 Newborn Diagnosis:9ccs213:Cardiac anom:0.101 Newborn Diagnosis:9ccs191:Amnios dx:0.090 Diagnosis:9ccs96:Hrt valve dx:0.089 Diagnosis:9ccs223:Birth trauma:0.082 Diagnosis:9ccs76:Meningitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.308 [0.546 3.136] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs76:Meningitis:1.000 Lab:297275 STREP RAPID TEST (POCT):0.106 Diagnosis:9ccs92:Otitis media:0.103 Diagnosis:9ccs124:Tonsillitis:0.084 Diagnosis:9ccs4:Mycoses:0.082 Number of Visits:0.075 Diagnosis:9ccs133:Oth low resp:0.073 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.067 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.067 Diagnosis:9ccs126:Ot up rsp in:0.063 Diagnosis:9ccs147:Anal/rectal | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.615 [0.558 4.678] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs147:Anal/rectal:1.000 Diagnosis:9ccs155:Other GI dx:0.132 Lab:297262 HEMOGLOBIN (HEMOCUE):0.094 Diagnosis:9ccs165:Inf male gen:0.094 Newborn Diagnosis:9ccs253:Allergy:0.089 Diagnosis:9ccs137:Mouth dx:0.087 Diagnosis:9ccs90:Eye infectn:0.082 Diagnosis:9ccs154:Gastroent:0.072 Number of Visits:0.072 Diagnosis:9ccs258:Other screen:0.069 Diagnosis:9ccs2:Septicemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2:Septicemia:1.000 Diagnosis:9ccs246:FUO:0.166 Newborn Diagnosis:9ccs95:Oth nerv dx:0.130 Diagnosis:9ccs159:UTI:0.129 Diagnosis:9ccs163:Other GU dx:0.104 Newborn Diagnosis:9ccs96:Hrt valve dx:0.074 Diagnosis:9ccs122:Pneumonia:0.071 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.068 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.068 Number of Visits:0.068 Lab:321981 BILIRUBIN TOTAL - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:1.000 Lab:306617 OCCULT BLOOD TEST (FECAL):0.153 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.142 Diagnosis:9ccs2603:E Codes: Fall:-0.085 Diagnosis:9ccs151:Oth liver dx:-0.083 Diagnosis:9ccs222:Perint jaund:0.077 Diagnosis:9ccs197:Skin infectn:0.057 Lab:294203 BILIRUBIN TOTAL - LMC:-0.055 Diagnosis:9ccs143:Abdom hernia:-0.054 Diagnosis:9ccs259:Unclassified:0.051 Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs163:Other GU dx:1.000 Diagnosis:9ccs159:UTI:0.164 Newborn Diagnosis:9ccs217:Ot cong anom:0.147 Diagnosis:9ccs161:Ot dx kidney:0.124 Newborn Diagnosis:9ccs215:gu cong anom:0.110 Diagnosis:9ccs2:Septicemia:0.104 Diagnosis:9ccs247:Lymph enlarg:0.090 Number of Visits:0.089 Diagnosis:9ccs217:Ot cong anom:0.079 Diagnosis:9ccs215:gu cong anom:0.078 Newborn Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 0.555 [0.163 1.885] | indivs AUC:0.499 Correlated most with: Newborn Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.329 Diagnosis:9ccs96:Hrt valve dx:0.250 Newborn Diagnosis:9ccs213:Cardiac anom:0.156 Newborn Diagnosis:9ccs224:Ot perint dx:0.091 Diagnosis:9ccs211:Ot conn tiss:0.084 Diagnosis:9ccs2:Septicemia:0.074 Newborn Diagnosis:9ccs95:Oth nerv dx:0.068 Number of Visits:0.068 Diagnosis:9ccs89:Blindness:0.066 Vital: HC Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs0:No DX:-0.067 Diagnosis:9ccs94:Other ear dx:-0.063 Diagnosis:9ccs256:Exam/eval:-0.063 Diagnosis:9ccs136:Teeth dx:-0.056 Diagnosis:9ccs259:Unclassified:0.056 Diagnosis:9ccs2603:E Codes: Fall:-0.055 Diagnosis:9ccs134:Ot uppr resp:-0.050 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.049 Diagnosis:9ccs197:Skin infectn:-0.047 Number of Visits:-0.037 Lab:294205 TSH REFLEX TO FT4 - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.506 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:1.000 Lab:294147 FREE T4 - LMC:-0.386 Diagnosis:9ccs165:Inf male gen:0.089 Diagnosis:9ccs223:Birth trauma:-0.087 Newborn Diagnosis:9ccs223:Birth trauma:-0.074 Diagnosis:9ccs239:Superfic inj:0.065 Diagnosis:9ccs136:Teeth dx:0.056 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.056 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.055 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.054 Diagnosis:9ccs205:Back problem | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs205:Back problem:1.000 Lab:294203 BILIRUBIN TOTAL - LMC:0.095 Diagnosis:9ccs251:Abdomnl pain:0.082 Diagnosis:9ccs133:Oth low resp:0.080 Diagnosis:9ccs224:Ot perint dx:0.077 Diagnosis:9ccs161:Ot dx kidney:0.075 Diagnosis:9ccs216:Nerv cong an:0.073 Number of Visits:0.069 Diagnosis:9ccs48:Thyroid dsor:0.067 Newborn Diagnosis:9ccs213:Cardiac anom:0.064 Newborn Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.778 [0.604 5.234] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs213:Cardiac anom:0.441 Diagnosis:9ccs96:Hrt valve dx:0.208 Newborn Diagnosis:9ccs96:Hrt valve dx:0.156 Diagnosis:9ccs55:Fluid/elc dx:0.136 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.113 Diagnosis:9ccs117:Ot circul dx:0.107 Diagnosis:9ccs83:Epilepsy/cnv:0.101 Newborn Diagnosis:9ccs253:Allergy:0.092 Newborn Diagnosis:9ccs95:Oth nerv dx:0.086 Diagnosis:9ccs240:Burns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.830 [0.278 2.482] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs240:Burns:1.000 Diagnosis:9ccs243:Poisn nonmed:0.124 Number of Visits:0.123 Diagnosis:9ccs258:Other screen:0.093 Diagnosis:9ccs246:FUO:0.092 Diagnosis:9ccs259:Unclassified:0.076 Diagnosis:9ccs239:Superfic inj:0.072 Diagnosis:9ccs89:Blindness:0.068 Diagnosis:9ccs7:Viral infect:0.068 Diagnosis:9ccs143:Abdom hernia:0.059 Newborn Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs0:No DX:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.357 Newborn Diagnosis:9ccs94:Other ear dx:-0.355 Newborn Diagnosis:9ccs218:Liveborn:-0.157 Newborn Diagnosis:9ccs224:Ot perint dx:-0.080 Diagnosis:9ccs48:Thyroid dsor:0.067 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.050 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.050 Diagnosis:9ccs198:Ot infl skin:0.044 Diagnosis:9ccs255:Social admin:-0.043 Vital: BP-latest | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs123:Influenza:0.207 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.132 Diagnosis:9ccs59:Anemia:0.091 Diagnosis:9ccs83:Epilepsy/cnv:-0.088 Diagnosis:9ccs219:Low birth wt:0.087 Diagnosis:9ccs122:Pneumonia:0.072 Diagnosis:9ccs124:Tonsillitis:0.064 Diagnosis:9ccs95:Oth nerv dx:-0.060 Diagnosis:9ccs217:Ot cong anom:-0.051 Diagnosis:9ccs138:Esophgeal dx:-0.047 Diagnosis:9ccs242:Poisn ot med | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs242:Poisn ot med:1.000 Diagnosis:9ccs92:Otitis media:0.066 Number of Visits:0.062 Diagnosis:9ccs222:Perint jaund:0.061 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.056 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.056 Diagnosis:9ccs122:Pneumonia:0.052 Diagnosis:9ccs0:No DX:0.051 Diagnosis:9ccs123:Influenza:0.050 Newborn Diagnosis:9ccs223:Birth trauma:0.050 Diagnosis:9ccs140:Gastritis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 2.226 [0.724 6.844] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs140:Gastritis:1.000 Diagnosis:9ccs153:GI hemorrhag:0.113 Diagnosis:9ccs213:Cardiac anom:0.098 Newborn Diagnosis:9ccs95:Oth nerv dx:0.093 Diagnosis:9ccs55:Fluid/elc dx:0.070 Newborn Diagnosis:9ccs213:Cardiac anom:0.064 Diagnosis:10ccs58:Ot nutrit dx:0.057 Diagnosis:9ccs257:Ot aftercare:0.056 Diagnosis:9ccs159:UTI:0.052 Diagnosis:9ccs128:Asthma:0.052 Diagnosis:9ccs251:Abdomnl pain | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.520 [0.391 5.904] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:1.000 Diagnosis:9ccs141:Ot dx stomch:0.090 Diagnosis:9ccs205:Back problem:0.082 Diagnosis:9ccs55:Fluid/elc dx:0.082 Diagnosis:9ccs136:Teeth dx:0.066 Diagnosis:9ccs153:GI hemorrhag:0.061 Diagnosis:9ccs58:Ot nutrit dx:0.054 Diagnosis:9ccs123:Influenza:0.050 Diagnosis:9ccs154:Gastroent:0.043 Lab:297262 HEMOGLOBIN (HEMOCUE):0.042 Diagnosis:9ccs153:GI hemorrhag | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.175 [0.023 1.306] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs153:GI hemorrhag:1.000 Diagnosis:9ccs154:Gastroent:0.209 Diagnosis:9ccs140:Gastritis:0.113 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.099 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.099 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.095 Diagnosis:9ccs155:Other GI dx:0.088 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.087 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.087 Diagnosis:9ccs244:Other injury:0.076 Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.352 [0.045 2.758] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs3:Oth bact inf:1.000 Diagnosis:9ccs247:Lymph enlarg:0.202 Lab:297275 STREP RAPID TEST (POCT):0.138 Diagnosis:9ccs246:FUO:0.131 Diagnosis:9ccs128:Asthma:0.062 Diagnosis:9ccs58:Ot nutrit dx:0.049 Diagnosis:9ccs137:Mouth dx:0.047 Diagnosis:9ccs123:Influenza:0.046 Diagnosis:9ccs200:Oth skin dx:0.045 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.039 Newborn Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.641 [0.141 2.905] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.314 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.183 Newborn Diagnosis:9ccs256:Exam/eval:0.179 Newborn Diagnosis:9ccs218:Liveborn:-0.157 Newborn Diagnosis:9ccs222:Perint jaund:0.144 Newborn Diagnosis:9ccs94:Other ear dx:-0.124 Newborn Diagnosis:9ccs259:Unclassified:0.083 Diagnosis:9ccs95:Oth nerv dx:0.067 Newborn Diagnosis:9ccs213:Cardiac anom:0.064 Vital: HC Percentile-gain3to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2603:E Codes: Fall:-0.093 Lab:306617 OCCULT BLOOD TEST (FECAL):-0.075 Diagnosis:9ccs153:GI hemorrhag:-0.069 Diagnosis:9ccs76:Meningitis:-0.055 Diagnosis:9ccs154:Gastroent:-0.053 Diagnosis:9ccs92:Otitis media:-0.051 Newborn Diagnosis:9ccs224:Ot perint dx:0.048 Diagnosis:9ccs90:Eye infectn:-0.047 Diagnosis:9ccs4:Mycoses:-0.046 Diagnosis:9ccs244:Other injury:-0.045 Vital: HC Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs76:Meningitis:0.097 Diagnosis:9ccs259:Unclassified:-0.053 Diagnosis:9ccs137:Mouth dx:0.053 Diagnosis:9ccs4:Mycoses:0.050 Lab:295669 BILIRUBIN DIRECT - LMC:-0.037 Lab:306617 OCCULT BLOOD TEST (FECAL):0.036 Diagnosis:9ccs153:GI hemorrhag:0.033 Diagnosis:9ccs135:Intest infct:-0.029 Diagnosis:9ccs138:Esophgeal dx:-0.029 Diagnosis:9ccs90:Eye infectn:-0.028 Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.964 [0.268 3.473] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:1.000 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.258 Lab:294147 FREE T4 - LMC:0.232 Newborn Diagnosis:9ccs253:Allergy:0.096 Diagnosis:9ccs259:Unclassified:0.079 Diagnosis:9ccs216:Nerv cong an:0.070 Newborn Diagnosis:9ccs0:No DX:0.067 Diagnosis:9ccs205:Back problem:0.067 Lab:295669 BILIRUBIN DIRECT - LMC:0.063 Diagnosis:9ccs155:Other GI dx:0.062 Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.293 [0.038 2.259] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs55:Fluid/elc dx:1.000 Newborn Diagnosis:9ccs213:Cardiac anom:0.136 Diagnosis:9ccs62:Coag/hemr dx:0.093 Diagnosis:9ccs219:Low birth wt:0.091 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.089 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.088 Diagnosis:9ccs251:Abdomnl pain:0.082 Diagnosis:9ccs2603:E Codes: Fall:0.081 Diagnosis:9ccs161:Ot dx kidney:0.075 Diagnosis:9ccs216:Nerv cong an:0.073 Vital: HC Percentile-gain7to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs216:Nerv cong an:-0.134 Diagnosis:9ccs234:Crush injury:0.092 Newborn Diagnosis:9ccs223:Birth trauma:-0.082 Diagnosis:9ccs95:Oth nerv dx:-0.068 Newborn Diagnosis:9ccs215:gu cong anom:-0.063 Diagnosis:10ccs58:Ot nutrit dx:0.060 Diagnosis:9ccs124:Tonsillitis:-0.059 Diagnosis:9ccs143:Abdom hernia:-0.057 Diagnosis:9ccs48:Thyroid dsor:-0.055 Diagnosis:9ccs166:Oth male gen:-0.049 Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:1.000 Diagnosis:9ccs83:Epilepsy/cnv:0.144 Lab:295669 BILIRUBIN DIRECT - LMC:-0.113 Diagnosis:9ccs47:Ot bnign neo:0.105 Diagnosis:9ccs166:Oth male gen:0.098 Diagnosis:9ccs216:Nerv cong an:0.097 Diagnosis:9ccs55:Fluid/elc dx:0.093 Diagnosis:9ccs197:Skin infectn:0.086 Newborn Diagnosis:9ccs213:Cardiac anom:0.086 Diagnosis:9ccs211:Ot conn tiss:0.072 Vital: HC Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2603:E Codes: Fall:-0.097 Diagnosis:9ccs0:No DX:-0.086 Diagnosis:9ccs136:Teeth dx:-0.072 Diagnosis:9ccs94:Other ear dx:-0.064 Diagnosis:9ccs134:Ot uppr resp:-0.064 Diagnosis:9ccs197:Skin infectn:-0.061 Lab:306617 OCCULT BLOOD TEST (FECAL):0.058 Diagnosis:9ccs76:Meningitis:-0.054 Diagnosis:9ccs153:GI hemorrhag:0.054 Diagnosis:9ccs256:Exam/eval:-0.048 Lab:306617 OCCULT BLOOD TEST (FECAL) | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Lab:306617 OCCULT BLOOD TEST (FECAL):1.000 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.153 Diagnosis:9ccs247:Lymph enlarg:-0.105 Diagnosis:9ccs91:Other eye dx:-0.100 Diagnosis:9ccs258:Other screen:-0.099 Lab:294203 BILIRUBIN TOTAL - LMC:-0.082 Lab:295669 BILIRUBIN DIRECT - LMC:-0.078 Diagnosis:9ccs224:Ot perint dx:-0.069 Diagnosis:9ccs222:Perint jaund:-0.068 Diagnosis:9ccs154:Gastroent:0.061 Vital: HC Percentile-gain5to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs216:Nerv cong an:0.125 Diagnosis:9ccs48:Thyroid dsor:0.116 Newborn Diagnosis:9ccs223:Birth trauma:0.076 Diagnosis:9ccs95:Oth nerv dx:0.063 Newborn Diagnosis:9ccs215:gu cong anom:0.058 Diagnosis:9ccs124:Tonsillitis:0.055 Diagnosis:9ccs143:Abdom hernia:0.053 Diagnosis:9ccs166:Oth male gen:0.046 Diagnosis:9ccs257:Ot aftercare:0.045 Diagnosis:9ccs215:gu cong anom:0.045 Diagnosis:9ccs208:Acq foot def | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs208:Acq foot def:1.000 Diagnosis:9ccs259:Unclassified:0.056 Diagnosis:9ccs217:Ot cong anom:0.049 Diagnosis:9ccs256:Exam/eval:0.048 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.046 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.046 Diagnosis:9ccs95:Oth nerv dx:0.045 Newborn Diagnosis:9ccs215:gu cong anom:0.043 Newborn Diagnosis:9ccs217:Ot cong anom:0.042 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.041 Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs216:Nerv cong an:1.000 Diagnosis:9ccs95:Oth nerv dx:0.156 Diagnosis:9ccs83:Epilepsy/cnv:0.115 Diagnosis:9ccs59:Anemia:0.108 Diagnosis:9ccs62:Coag/hemr dx:0.097 Diagnosis:9ccs74:Ot mentl cnd:0.078 Diagnosis:9ccs55:Fluid/elc dx:0.073 Diagnosis:9ccs205:Back problem:0.073 Diagnosis:9ccs48:Thyroid dsor:0.070 Newborn Diagnosis:9ccs213:Cardiac anom:0.067 Diagnosis:9ccs141:Ot dx stomch | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:1.000 Diagnosis:9ccs250:Nausea/vomit:0.179 Diagnosis:9ccs251:Abdomnl pain:0.090 Diagnosis:9ccs138:Esophgeal dx:0.088 Diagnosis:9ccs257:Ot aftercare:0.074 Diagnosis:9ccs128:Asthma:0.062 Lab:295669 BILIRUBIN DIRECT - LMC:0.061 Diagnosis:9ccs143:Abdom hernia:0.059 Diagnosis:9ccs224:Ot perint dx:0.052 Diagnosis:9ccs253:Allergy:0.052 Lab:294147 FREE T4 - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.506 Correlated most with: Lab:294147 FREE T4 - LMC:1.000 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.386 Diagnosis:9ccs48:Thyroid dsor:0.232 Diagnosis:9ccs165:Inf male gen:-0.110 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:-0.071 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:-0.071 Diagnosis:9ccs136:Teeth dx:-0.069 Diagnosis:9ccs143:Abdom hernia:0.062 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.054 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.053 Vital: HC Percentile-gain10to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs234:Crush injury:-0.098 Diagnosis:9ccs48:Thyroid dsor:-0.074 Diagnosis:10ccs58:Ot nutrit dx:-0.064 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.060 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.060 Diagnosis:9ccs10:Immuniz/scrn:-0.058 Number of Visits:-0.058 Newborn Diagnosis:9ccs259:Unclassified:0.056 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.050 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.049 Diagnosis:9ccs243:Poisn nonmed | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.031 [0.592 6.976] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs243:Poisn nonmed:1.000 Diagnosis:9ccs240:Burns:0.124 Lab:292495 LEAD LEVEL - Sunrise:-0.102 Diagnosis:9ccs151:Oth liver dx:0.096 Diagnosis:9ccs92:Otitis media:-0.060 Diagnosis:9ccs209:Ot acq defor:0.054 Diagnosis:9ccs96:Hrt valve dx:0.050 Diagnosis:9ccs215:gu cong anom:0.049 Diagnosis:9ccs135:Intest infct:-0.048 Diagnosis:9ccs250:Nausea/vomit:0.047 Diagnosis:9ccs75:Hx mental dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs75:Hx mental dx:1.000 Diagnosis:9ccs113:Late eff CVD:0.127 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.081 Diagnosis:9ccs58:Ot nutrit dx:0.057 Diagnosis:9ccs95:Oth nerv dx:0.057 Diagnosis:9ccs239:Superfic inj:0.056 Diagnosis:9ccs244:Other injury:0.055 Newborn Diagnosis:9ccs217:Ot cong anom:0.053 Diagnosis:9ccs128:Asthma:0.048 Diagnosis:9ccs159:UTI:0.045 Newborn Diagnosis:9ccs218:Liveborn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1748 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Newborn Diagnosis:9ccs218:Liveborn:1.000 Newborn Diagnosis:9ccs0:No DX:-0.157 Newborn Diagnosis:9ccs221:Resp distres:-0.157 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.111 Newborn Diagnosis:9ccs94:Other ear dx:0.110 Diagnosis:9ccs89:Blindness:-0.103 Diagnosis:9ccs136:Teeth dx:-0.094 Diagnosis:9ccs165:Inf male gen:-0.078 Newborn Diagnosis:9ccs215:gu cong anom:-0.076 Newborn Diagnosis:9ccs217:Ot cong anom:-0.073 Vital: HC Percentile-gain13to19 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs128:Asthma:0.059 Diagnosis:9ccs10:Immuniz/scrn:0.055 Diagnosis:9ccs198:Ot infl skin:0.055 Newborn Diagnosis:9ccs259:Unclassified:-0.049 Diagnosis:9ccs7:Viral infect:0.046 Diagnosis:9ccs253:Allergy:0.046 Diagnosis:9ccs125:Bronchitis:0.042 Diagnosis:9ccs200:Oth skin dx:0.041 Diagnosis:9ccs92:Otitis media:0.034 Number of Visits:0.032 Vital: HC Percentile-avg10to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs234:Crush injury:-0.107 Diagnosis:9ccs48:Thyroid dsor:0.099 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.069 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.069 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.060 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.060 Diagnosis:9ccs127:COPD:0.059 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.059 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.059 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.052 Diagnosis:9ccs212:Ot bone dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs212:Ot bone dx:1.000 Diagnosis:9ccs209:Ot acq defor:0.182 Diagnosis:9ccs0:No DX:0.085 Diagnosis:9ccs89:Blindness:0.077 Diagnosis:9ccs47:Ot bnign neo:0.064 Diagnosis:9ccs96:Hrt valve dx:0.058 Diagnosis:9ccs58:Ot nutrit dx:0.057 Newborn Diagnosis:9ccs217:Ot cong anom:0.053 Diagnosis:9ccs213:Cardiac anom:0.051 Newborn Diagnosis:9ccs259:Unclassified:0.043 Lab:323700 CULTURE THROAT W SENS - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.502 Correlated most with: Lab:323700 CULTURE THROAT W SENS - Sunrise:1.000 Diagnosis:9ccs211:Ot conn tiss:-0.124 Diagnosis:9ccs234:Crush injury:0.071 Diagnosis:9ccs215:gu cong anom:-0.061 Diagnosis:9ccs113:Late eff CVD:0.059 Diagnosis:9ccs135:Intest infct:-0.059 Diagnosis:9ccs166:Oth male gen:-0.059 Diagnosis:9ccs127:COPD:-0.052 Diagnosis:9ccs222:Perint jaund:0.052 Lab:297275 STREP RAPID TEST (POCT):-0.044 Vital: BP-avg19to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs55:Fluid/elc dx:-0.124 Diagnosis:9ccs62:Coag/hemr dx:-0.115 Diagnosis:9ccs59:Anemia:0.095 Diagnosis:9ccs117:Ot circul dx:0.091 Diagnosis:9ccs136:Teeth dx:0.075 Diagnosis:9ccs259:Unclassified:-0.074 Diagnosis:9ccs74:Ot mentl cnd:0.061 Diagnosis:9ccs198:Ot infl skin:-0.054 Lab:295669 BILIRUBIN DIRECT - LMC:-0.053 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.051 Newborn Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs253:Allergy:1.000 Diagnosis:9ccs219:Low birth wt:0.271 Newborn Diagnosis:9ccs256:Exam/eval:0.218 Newborn Diagnosis:9ccs219:Low birth wt:0.213 Newborn Diagnosis:9ccs222:Perint jaund:0.185 Diagnosis:9ccs117:Ot circul dx:0.164 Newborn Diagnosis:9ccs95:Oth nerv dx:0.130 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.103 Diagnosis:9ccs48:Thyroid dsor:0.096 Newborn Diagnosis:9ccs217:Ot cong anom:0.094 Newborn Diagnosis:9ccs191:Amnios dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:1.000 Newborn Diagnosis:9ccs217:Ot cong anom:0.240 Diagnosis:9ccs211:Ot conn tiss:0.095 Diagnosis:9ccs117:Ot circul dx:0.095 Diagnosis:9ccs83:Epilepsy/cnv:0.090 Diagnosis:9ccs89:Blindness:0.077 Diagnosis:9ccs90:Eye infectn:0.067 Diagnosis:9ccs258:Other screen:0.067 Diagnosis:9ccs135:Intest infct:0.064 Diagnosis:9ccs125:Bronchitis:0.063 Diagnosis:9ccs246:FUO | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs246:FUO:1.000 Diagnosis:9ccs2:Septicemia:0.166 Diagnosis:9ccs3:Oth bact inf:0.131 Diagnosis:9ccs239:Superfic inj:0.093 Diagnosis:9ccs240:Burns:0.092 Number of Visits:0.080 Diagnosis:9ccs123:Influenza:0.077 Diagnosis:9ccs247:Lymph enlarg:0.071 Diagnosis:9ccs154:Gastroent:0.069 Diagnosis:9ccs256:Exam/eval:0.063 Vital: HC Percentile-avg13to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs122:Pneumonia:0.064 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.062 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.062 Newborn Diagnosis:9ccs94:Other ear dx:0.057 Newborn Diagnosis:9ccs224:Ot perint dx:0.052 Diagnosis:9ccs127:COPD:-0.052 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.049 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.049 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.048 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.048 Newborn Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.504 Correlated most with: Newborn Diagnosis:9ccs95:Oth nerv dx:1.000 Diagnosis:9ccs2:Septicemia:0.130 Newborn Diagnosis:9ccs253:Allergy:0.130 Newborn Diagnosis:9ccs256:Exam/eval:0.093 Diagnosis:9ccs140:Gastritis:0.093 Newborn Diagnosis:9ccs213:Cardiac anom:0.086 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.077 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.077 Diagnosis:9ccs217:Ot cong anom:0.075 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.075 Vital : 0.768127388551 Number of Visits : 0.0135578450188 MatDeliveryAge : 0.0113410862073 Census : 0.13836024843 Diagnosis : 0.056056983404 Lab : 0.00502767332792 Newborn Diagnosis : 0.0075287750618 Time to run analysis 0:06:56.619134 Total Time elapsed 7:58:25.565848 ----------------------------------------------------- boys lasso_fts full lasso regression Running batch 1 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 1, alpha = 0.001, R^2 train: 0.484, R^2 test: 0.198 Bootstrap CV 1, alpha = 0.005, R^2 train: 0.471, R^2 test: 0.240 Bootstrap CV 1, alpha = 0.01, R^2 train: 0.459, R^2 test: 0.256 Bootstrap CV 1, alpha = 0.1, R^2 train: 0.336, R^2 test: 0.291 best alpha via bootstrap CV: 0.1 AUC Train: 0.817, Explained Variance Score Train: 0.336 AUC Validation: 0.741, Explained Variance Score Validation: 0.291 AUC Test: 0.764, Explained Variance Score Test: 0.298 Bootstrap CV 4, alpha = 0.001, R^2 train: 0.385, R^2 test: 0.037 Bootstrap CV 4, alpha = 0.005, R^2 train: 0.357, R^2 test: 0.105 Bootstrap CV 4, alpha = 0.01, R^2 train: 0.338, R^2 test: 0.146 Bootstrap CV 4, alpha = 0.1, R^2 train: 0.237, R^2 test: 0.212 best alpha via bootstrap CV: 0.1 AUC Train: 0.696, Explained Variance Score Train: 0.237 AUC Validation: 0.760, Explained Variance Score Validation: 0.214 AUC Test: 0.762, Explained Variance Score Test: 0.289 Bootstrap CV 14, alpha = 0.001, R^2 train: 0.379, R^2 test: 0.245 Bootstrap CV 14, alpha = 0.005, R^2 train: 0.370, R^2 test: 0.294 Bootstrap CV 14, alpha = 0.01, R^2 train: 0.361, R^2 test: 0.326 Bootstrap CV 14, alpha = 0.1, R^2 train: 0.276, R^2 test: 0.385 best alpha via bootstrap CV: 0.1 AUC Train: 0.785, Explained Variance Score Train: 0.276 AUC Validation: 0.794, Explained Variance Score Validation: 0.385 AUC Test: 0.780, Explained Variance Score Test: 0.312 Bootstrap CV 8, alpha = 0.001, R^2 train: 0.368, R^2 test: 0.261 Bootstrap CV 8, alpha = 0.005, R^2 train: 0.354, R^2 test: 0.280 Bootstrap CV 8, alpha = 0.01, R^2 train: 0.339, R^2 test: 0.290 Bootstrap CV 8, alpha = 0.1, R^2 train: 0.261, R^2 test: 0.238 best alpha via bootstrap CV: 0.1 AUC Train: 0.696, Explained Variance Score Train: 0.261 AUC Validation: 0.793, Explained Variance Score Validation: 0.289 AUC Test: 0.758, Explained Variance Score Test: 0.283 Bootstrap CV 3, alpha = 0.001, R^2 train: 0.386, R^2 test: 0.091 Bootstrap CV 3, alpha = 0.005, R^2 train: 0.379, R^2 test: 0.154 Bootstrap CV 3, alpha = 0.01, R^2 train: 0.364, R^2 test: 0.215 Bootstrap CV 3, alpha = 0.1, R^2 train: 0.246, R^2 test: 0.243 best alpha via bootstrap CV: 0.1 AUC Train: 0.740, Explained Variance Score Train: 0.246 AUC Validation: 0.753, Explained Variance Score Validation: 0.249 AUC Test: 0.759, Explained Variance Score Test: 0.241 Bootstrap CV 2, alpha = 0.001, R^2 train: 0.430, R^2 test: 0.135 Bootstrap CV 2, alpha = 0.005, R^2 train: 0.424, R^2 test: 0.184 Bootstrap CV 2, alpha = 0.01, R^2 train: 0.412, R^2 test: 0.223 Bootstrap CV 2, alpha = 0.1, R^2 train: 0.328, R^2 test: 0.238 best alpha via bootstrap CV: 0.1 AUC Train: 0.768, Explained Variance Score Train: 0.328 AUC Validation: 0.772, Explained Variance Score Validation: 0.238 AUC Test: 0.752, Explained Variance Score Test: 0.284 Bootstrap CV 15, alpha = 0.001, R^2 train: 0.460, R^2 test: -0.014 Bootstrap CV 15, alpha = 0.005, R^2 train: 0.427, R^2 test: 0.075 Bootstrap CV 15, alpha = 0.01, R^2 train: 0.401, R^2 test: 0.119 Bootstrap CV 15, alpha = 0.1, R^2 train: 0.319, R^2 test: 0.221 best alpha via bootstrap CV: 0.1 AUC Train: 0.826, Explained Variance Score Train: 0.319 AUC Validation: 0.783, Explained Variance Score Validation: 0.232 AUC Test: 0.758, Explained Variance Score Test: 0.303 Bootstrap CV 5, alpha = 0.001, R^2 train: 0.458, R^2 test: 0.075 Bootstrap CV 5, alpha = 0.005, R^2 train: 0.436, R^2 test: 0.108 Bootstrap CV 5, alpha = 0.01, R^2 train: 0.417, R^2 test: 0.161 Bootstrap CV 5, alpha = 0.1, R^2 train: 0.294, R^2 test: 0.219 best alpha via bootstrap CV: 0.1 AUC Train: 0.837, Explained Variance Score Train: 0.294 AUC Validation: 0.639, Explained Variance Score Validation: 0.219 AUC Test: 0.754, Explained Variance Score Test: 0.251 Bootstrap CV 0, alpha = 0.001, R^2 train: 0.421, R^2 test: 0.139 Bootstrap CV 0, alpha = 0.005, R^2 train: 0.407, R^2 test: 0.195 Bootstrap CV 0, alpha = 0.01, R^2 train: 0.390, R^2 test: 0.237 Bootstrap CV 0, alpha = 0.1, R^2 train: 0.275, R^2 test: 0.246 best alpha via bootstrap CV: 0.01 AUC Train: 0.815, Explained Variance Score Train: 0.390 AUC Validation: 0.770, Explained Variance Score Validation: 0.242 AUC Test: 0.773, Explained Variance Score Test: 0.317 Bootstrap CV 10, alpha = 0.001, R^2 train: 0.340, R^2 test: 0.213 Bootstrap CV 10, alpha = 0.005, R^2 train: 0.331, R^2 test: 0.231 Bootstrap CV 10, alpha = 0.01, R^2 train: 0.316, R^2 test: 0.247 Bootstrap CV 10, alpha = 0.1, R^2 train: 0.240, R^2 test: 0.213 best alpha via bootstrap CV: 0.01 AUC Train: 0.796, Explained Variance Score Train: 0.316 AUC Validation: 0.794, Explained Variance Score Validation: 0.250 AUC Test: 0.736, Explained Variance Score Test: 0.262 Bootstrap CV 13, alpha = 0.001, R^2 train: 0.420, R^2 test: 0.253 Bootstrap CV 13, alpha = 0.005, R^2 train: 0.403, R^2 test: 0.268 Bootstrap CV 13, alpha = 0.01, R^2 train: 0.387, R^2 test: 0.292 Bootstrap CV 13, alpha = 0.1, R^2 train: 0.297, R^2 test: 0.267 best alpha via bootstrap CV: 0.1 AUC Train: 0.787, Explained Variance Score Train: 0.297 AUC Validation: 0.777, Explained Variance Score Validation: 0.267 AUC Test: 0.766, Explained Variance Score Test: 0.293 Bootstrap CV 6, alpha = 0.001, R^2 train: 0.389, R^2 test: 0.034 Bootstrap CV 6, alpha = 0.005, R^2 train: 0.368, R^2 test: 0.136 Bootstrap CV 6, alpha = 0.01, R^2 train: 0.347, R^2 test: 0.200 Bootstrap CV 6, alpha = 0.1, R^2 train: 0.268, R^2 test: 0.251 best alpha via bootstrap CV: 0.1 AUC Train: 0.771, Explained Variance Score Train: 0.268 AUC Validation: 0.674, Explained Variance Score Validation: 0.257 AUC Test: 0.758, Explained Variance Score Test: 0.270 Bootstrap CV 7, alpha = 0.001, R^2 train: 0.415, R^2 test: 0.207 Bootstrap CV 7, alpha = 0.005, R^2 train: 0.406, R^2 test: 0.288 Bootstrap CV 7, alpha = 0.01, R^2 train: 0.396, R^2 test: 0.326 Bootstrap CV 7, alpha = 0.1, R^2 train: 0.253, R^2 test: 0.302 best alpha via bootstrap CV: 0.1 AUC Train: 0.748, Explained Variance Score Train: 0.253 AUC Validation: 0.749, Explained Variance Score Validation: 0.303 AUC Test: 0.775, Explained Variance Score Test: 0.309 Bootstrap CV 12, alpha = 0.001, R^2 train: 0.382, R^2 test: -0.092 Bootstrap CV 12, alpha = 0.005, R^2 train: 0.373, R^2 test: -0.023 Bootstrap CV 12, alpha = 0.01, R^2 train: 0.363, R^2 test: 0.060 Bootstrap CV 12, alpha = 0.1, R^2 train: 0.274, R^2 test: 0.249 best alpha via bootstrap CV: 0.1 AUC Train: 0.793, Explained Variance Score Train: 0.274 AUC Validation: 0.725, Explained Variance Score Validation: 0.252 AUC Test: 0.767, Explained Variance Score Test: 0.294 Bootstrap CV 11, alpha = 0.001, R^2 train: 0.398, R^2 test: -0.036 Bootstrap CV 11, alpha = 0.005, R^2 train: 0.392, R^2 test: -0.022 Bootstrap CV 11, alpha = 0.01, R^2 train: 0.383, R^2 test: -0.005 Bootstrap CV 11, alpha = 0.1, R^2 train: 0.318, R^2 test: 0.121 best alpha via bootstrap CV: 0.1 AUC Train: 0.775, Explained Variance Score Train: 0.318 AUC Validation: 0.685, Explained Variance Score Validation: 0.129 AUC Test: 0.758, Explained Variance Score Test: 0.296 Bootstrap CV 9, alpha = 0.001, R^2 train: 0.492, R^2 test: -0.089 Bootstrap CV 9, alpha = 0.005, R^2 train: 0.488, R^2 test: 0.004 Bootstrap CV 9, alpha = 0.01, R^2 train: 0.478, R^2 test: 0.092 Bootstrap CV 9, alpha = 0.1, R^2 train: 0.368, R^2 test: 0.276 best alpha via bootstrap CV: 0.1 AUC Train: 0.819, Explained Variance Score Train: 0.368 AUC Validation: 0.661, Explained Variance Score Validation: 0.279 AUC Test: 0.741, Explained Variance Score Test: 0.288 Running batch 2 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 25, alpha = 0.001, R^2 train: 0.398, R^2 test: 0.047 Bootstrap CV 25, alpha = 0.005, R^2 train: 0.393, R^2 test: 0.088 Bootstrap CV 25, alpha = 0.01, R^2 train: 0.386, R^2 test: 0.138 Bootstrap CV 25, alpha = 0.1, R^2 train: 0.304, R^2 test: 0.227 best alpha via bootstrap CV: 0.01 AUC Train: 0.833, Explained Variance Score Train: 0.386 AUC Validation: 0.694, Explained Variance Score Validation: 0.138 AUC Test: 0.754, Explained Variance Score Test: 0.295 Bootstrap CV 26, alpha = 0.001, R^2 train: 0.378, R^2 test: 0.230 Bootstrap CV 26, alpha = 0.005, R^2 train: 0.373, R^2 test: 0.250 Bootstrap CV 26, alpha = 0.01, R^2 train: 0.364, R^2 test: 0.269 Bootstrap CV 26, alpha = 0.1, R^2 train: 0.310, R^2 test: 0.261 best alpha via bootstrap CV: 0.01 AUC Train: 0.786, Explained Variance Score Train: 0.364 AUC Validation: 0.772, Explained Variance Score Validation: 0.285 AUC Test: 0.745, Explained Variance Score Test: 0.311 Bootstrap CV 19, alpha = 0.001, R^2 train: 0.514, R^2 test: -0.184 Bootstrap CV 19, alpha = 0.005, R^2 train: 0.508, R^2 test: -0.097 Bootstrap CV 19, alpha = 0.01, R^2 train: 0.498, R^2 test: -0.033 Bootstrap CV 19, alpha = 0.1, R^2 train: 0.389, R^2 test: 0.260 best alpha via bootstrap CV: 0.1 AUC Train: 0.831, Explained Variance Score Train: 0.389 AUC Validation: 0.750, Explained Variance Score Validation: 0.260 AUC Test: 0.766, Explained Variance Score Test: 0.292 Bootstrap CV 24, alpha = 0.001, R^2 train: 0.473, R^2 test: -0.128 Bootstrap CV 24, alpha = 0.005, R^2 train: 0.464, R^2 test: -0.097 Bootstrap CV 24, alpha = 0.01, R^2 train: 0.447, R^2 test: -0.066 Bootstrap CV 24, alpha = 0.1, R^2 train: 0.381, R^2 test: 0.064 best alpha via bootstrap CV: 0.1 AUC Train: 0.798, Explained Variance Score Train: 0.381 AUC Validation: 0.622, Explained Variance Score Validation: 0.071 AUC Test: 0.765, Explained Variance Score Test: 0.302 Bootstrap CV 18, alpha = 0.001, R^2 train: 0.395, R^2 test: 0.221 Bootstrap CV 18, alpha = 0.005, R^2 train: 0.390, R^2 test: 0.250 Bootstrap CV 18, alpha = 0.01, R^2 train: 0.383, R^2 test: 0.265 Bootstrap CV 18, alpha = 0.1, R^2 train: 0.304, R^2 test: 0.334 best alpha via bootstrap CV: 0.1 AUC Train: 0.818, Explained Variance Score Train: 0.304 AUC Validation: 0.772, Explained Variance Score Validation: 0.335 AUC Test: 0.759, Explained Variance Score Test: 0.280 Bootstrap CV 28, alpha = 0.001, R^2 train: 0.484, R^2 test: -0.098 Bootstrap CV 28, alpha = 0.005, R^2 train: 0.440, R^2 test: 0.158 Bootstrap CV 28, alpha = 0.01, R^2 train: 0.396, R^2 test: 0.246 Bootstrap CV 28, alpha = 0.1, R^2 train: 0.325, R^2 test: 0.267 best alpha via bootstrap CV: 0.1 AUC Train: 0.771, Explained Variance Score Train: 0.325 AUC Validation: 0.641, Explained Variance Score Validation: 0.276 AUC Test: 0.749, Explained Variance Score Test: 0.300 Bootstrap CV 16, alpha = 0.001, R^2 train: 0.392, R^2 test: 0.207 Bootstrap CV 16, alpha = 0.005, R^2 train: 0.383, R^2 test: 0.235 Bootstrap CV 16, alpha = 0.01, R^2 train: 0.365, R^2 test: 0.268 Bootstrap CV 16, alpha = 0.1, R^2 train: 0.277, R^2 test: 0.288 best alpha via bootstrap CV: 0.1 AUC Train: 0.760, Explained Variance Score Train: 0.277 AUC Validation: 0.749, Explained Variance Score Validation: 0.289 AUC Test: 0.770, Explained Variance Score Test: 0.297 Bootstrap CV 30, alpha = 0.001, R^2 train: 0.462, R^2 test: 0.264 Bootstrap CV 30, alpha = 0.005, R^2 train: 0.453, R^2 test: 0.322 Bootstrap CV 30, alpha = 0.01, R^2 train: 0.437, R^2 test: 0.352 Bootstrap CV 30, alpha = 0.1, R^2 train: 0.372, R^2 test: 0.331 best alpha via bootstrap CV: 0.1 AUC Train: 0.786, Explained Variance Score Train: 0.372 AUC Validation: 0.800, Explained Variance Score Validation: 0.355 AUC Test: 0.763, Explained Variance Score Test: 0.310 Bootstrap CV 27, alpha = 0.001, R^2 train: 0.468, R^2 test: 0.008 Bootstrap CV 27, alpha = 0.005, R^2 train: 0.459, R^2 test: 0.092 Bootstrap CV 27, alpha = 0.01, R^2 train: 0.453, R^2 test: 0.146 Bootstrap CV 27, alpha = 0.1, R^2 train: 0.319, R^2 test: 0.313 best alpha via bootstrap CV: 0.1 AUC Train: 0.752, Explained Variance Score Train: 0.319 AUC Validation: 0.845, Explained Variance Score Validation: 0.327 AUC Test: 0.758, Explained Variance Score Test: 0.300 Bootstrap CV 31, alpha = 0.001, R^2 train: 0.513, R^2 test: 0.086 Bootstrap CV 31, alpha = 0.005, R^2 train: 0.503, R^2 test: 0.143 Bootstrap CV 31, alpha = 0.01, R^2 train: 0.477, R^2 test: 0.183 Bootstrap CV 31, alpha = 0.1, R^2 train: 0.376, R^2 test: 0.261 best alpha via bootstrap CV: 0.1 AUC Train: 0.739, Explained Variance Score Train: 0.376 AUC Validation: 0.741, Explained Variance Score Validation: 0.262 AUC Test: 0.767, Explained Variance Score Test: 0.292 Bootstrap CV 29, alpha = 0.001, R^2 train: 0.484, R^2 test: 0.121 Bootstrap CV 29, alpha = 0.005, R^2 train: 0.479, R^2 test: 0.193 Bootstrap CV 29, alpha = 0.01, R^2 train: 0.468, R^2 test: 0.270 Bootstrap CV 29, alpha = 0.1, R^2 train: 0.378, R^2 test: 0.383 best alpha via bootstrap CV: 0.1 AUC Train: 0.812, Explained Variance Score Train: 0.378 AUC Validation: 0.797, Explained Variance Score Validation: 0.387 AUC Test: 0.758, Explained Variance Score Test: 0.318 Bootstrap CV 17, alpha = 0.001, R^2 train: 0.368, R^2 test: -0.227 Bootstrap CV 17, alpha = 0.005, R^2 train: 0.362, R^2 test: -0.150 Bootstrap CV 17, alpha = 0.01, R^2 train: 0.350, R^2 test: -0.105 Bootstrap CV 17, alpha = 0.1, R^2 train: 0.246, R^2 test: 0.083 best alpha via bootstrap CV: 0.1 AUC Train: 0.724, Explained Variance Score Train: 0.246 AUC Validation: 0.725, Explained Variance Score Validation: 0.195 AUC Test: 0.732, Explained Variance Score Test: 0.267 Bootstrap CV 21, alpha = 0.001, R^2 train: 0.351, R^2 test: 0.215 Bootstrap CV 21, alpha = 0.005, R^2 train: 0.339, R^2 test: 0.286 Bootstrap CV 21, alpha = 0.01, R^2 train: 0.327, R^2 test: 0.316 Bootstrap CV 21, alpha = 0.1, R^2 train: 0.252, R^2 test: 0.275 best alpha via bootstrap CV: 0.1 AUC Train: 0.728, Explained Variance Score Train: 0.252 AUC Validation: 0.812, Explained Variance Score Validation: 0.278 AUC Test: 0.727, Explained Variance Score Test: 0.247 Bootstrap CV 22, alpha = 0.001, R^2 train: 0.435, R^2 test: 0.217 Bootstrap CV 22, alpha = 0.005, R^2 train: 0.428, R^2 test: 0.232 Bootstrap CV 22, alpha = 0.01, R^2 train: 0.418, R^2 test: 0.240 Bootstrap CV 22, alpha = 0.1, R^2 train: 0.332, R^2 test: 0.202 best alpha via bootstrap CV: 0.01 AUC Train: 0.791, Explained Variance Score Train: 0.418 AUC Validation: 0.732, Explained Variance Score Validation: 0.240 AUC Test: 0.770, Explained Variance Score Test: 0.307 Bootstrap CV 20, alpha = 0.001, R^2 train: 0.550, R^2 test: 0.166 Bootstrap CV 20, alpha = 0.005, R^2 train: 0.541, R^2 test: 0.213 Bootstrap CV 20, alpha = 0.01, R^2 train: 0.527, R^2 test: 0.245 Bootstrap CV 20, alpha = 0.1, R^2 train: 0.445, R^2 test: 0.278 best alpha via bootstrap CV: 0.1 AUC Train: 0.795, Explained Variance Score Train: 0.445 AUC Validation: 0.812, Explained Variance Score Validation: 0.289 AUC Test: 0.754, Explained Variance Score Test: 0.293 Bootstrap CV 23, alpha = 0.001, R^2 train: 0.347, R^2 test: 0.092 Bootstrap CV 23, alpha = 0.005, R^2 train: 0.341, R^2 test: 0.107 Bootstrap CV 23, alpha = 0.01, R^2 train: 0.332, R^2 test: 0.120 Bootstrap CV 23, alpha = 0.1, R^2 train: 0.264, R^2 test: 0.184 best alpha via bootstrap CV: 0.1 AUC Train: 0.733, Explained Variance Score Train: 0.264 AUC Validation: 0.595, Explained Variance Score Validation: 0.184 AUC Test: 0.749, Explained Variance Score Test: 0.257 Running batch 3 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 40, alpha = 0.001, R^2 train: 0.323, R^2 test: 0.372 Bootstrap CV 40, alpha = 0.005, R^2 train: 0.309, R^2 test: 0.366 Bootstrap CV 40, alpha = 0.01, R^2 train: 0.293, R^2 test: 0.361 Bootstrap CV 40, alpha = 0.1, R^2 train: 0.207, R^2 test: 0.298 best alpha via bootstrap CV: 0.01 AUC Train: 0.765, Explained Variance Score Train: 0.293 AUC Validation: 0.772, Explained Variance Score Validation: 0.372 AUC Test: 0.763, Explained Variance Score Test: 0.288 Bootstrap CV 38, alpha = 0.001, R^2 train: 0.392, R^2 test: 0.201 Bootstrap CV 38, alpha = 0.005, R^2 train: 0.383, R^2 test: 0.215 Bootstrap CV 38, alpha = 0.01, R^2 train: 0.373, R^2 test: 0.238 Bootstrap CV 38, alpha = 0.1, R^2 train: 0.275, R^2 test: 0.330 best alpha via bootstrap CV: 0.1 AUC Train: 0.747, Explained Variance Score Train: 0.275 AUC Validation: 0.835, Explained Variance Score Validation: 0.345 AUC Test: 0.745, Explained Variance Score Test: 0.291 Bootstrap CV 34, alpha = 0.001, R^2 train: 0.430, R^2 test: 0.253 Bootstrap CV 34, alpha = 0.005, R^2 train: 0.423, R^2 test: 0.269 Bootstrap CV 34, alpha = 0.01, R^2 train: 0.412, R^2 test: 0.293 Bootstrap CV 34, alpha = 0.1, R^2 train: 0.310, R^2 test: 0.291 best alpha via bootstrap CV: 0.1 AUC Train: 0.826, Explained Variance Score Train: 0.310 AUC Validation: 0.747, Explained Variance Score Validation: 0.296 AUC Test: 0.757, Explained Variance Score Test: 0.300 Bootstrap CV 41, alpha = 0.001, R^2 train: 0.528, R^2 test: 0.080 Bootstrap CV 41, alpha = 0.005, R^2 train: 0.494, R^2 test: 0.155 Bootstrap CV 41, alpha = 0.01, R^2 train: 0.468, R^2 test: 0.193 Bootstrap CV 41, alpha = 0.1, R^2 train: 0.380, R^2 test: 0.341 best alpha via bootstrap CV: 0.1 AUC Train: 0.798, Explained Variance Score Train: 0.380 AUC Validation: 0.852, Explained Variance Score Validation: 0.347 AUC Test: 0.756, Explained Variance Score Test: 0.311 Bootstrap CV 39, alpha = 0.001, R^2 train: 0.516, R^2 test: 0.075 Bootstrap CV 39, alpha = 0.005, R^2 train: 0.512, R^2 test: 0.100 Bootstrap CV 39, alpha = 0.01, R^2 train: 0.503, R^2 test: 0.116 Bootstrap CV 39, alpha = 0.1, R^2 train: 0.435, R^2 test: 0.169 best alpha via bootstrap CV: 0.1 AUC Train: 0.814, Explained Variance Score Train: 0.435 AUC Validation: 0.719, Explained Variance Score Validation: 0.172 AUC Test: 0.762, Explained Variance Score Test: 0.307 Bootstrap CV 46, alpha = 0.001, R^2 train: 0.365, R^2 test: 0.062 Bootstrap CV 46, alpha = 0.005, R^2 train: 0.359, R^2 test: 0.105 Bootstrap CV 46, alpha = 0.01, R^2 train: 0.352, R^2 test: 0.136 Bootstrap CV 46, alpha = 0.1, R^2 train: 0.256, R^2 test: 0.138 best alpha via bootstrap CV: 0.1 AUC Train: 0.771, Explained Variance Score Train: 0.256 AUC Validation: 0.733, Explained Variance Score Validation: 0.200 AUC Test: 0.761, Explained Variance Score Test: 0.286 Bootstrap CV 32, alpha = 0.001, R^2 train: 0.381, R^2 test: 0.145 Bootstrap CV 32, alpha = 0.005, R^2 train: 0.370, R^2 test: 0.224 Bootstrap CV 32, alpha = 0.01, R^2 train: 0.347, R^2 test: 0.262 Bootstrap CV 32, alpha = 0.1, R^2 train: 0.281, R^2 test: 0.284 best alpha via bootstrap CV: 0.01 AUC Train: 0.801, Explained Variance Score Train: 0.347 AUC Validation: 0.712, Explained Variance Score Validation: 0.264 AUC Test: 0.758, Explained Variance Score Test: 0.297 Bootstrap CV 37, alpha = 0.001, R^2 train: 0.343, R^2 test: -0.021 Bootstrap CV 37, alpha = 0.005, R^2 train: 0.333, R^2 test: 0.019 Bootstrap CV 37, alpha = 0.01, R^2 train: 0.323, R^2 test: 0.056 Bootstrap CV 37, alpha = 0.1, R^2 train: 0.230, R^2 test: 0.134 best alpha via bootstrap CV: 0.1 AUC Train: 0.775, Explained Variance Score Train: 0.230 AUC Validation: 0.725, Explained Variance Score Validation: 0.157 AUC Test: 0.745, Explained Variance Score Test: 0.259 Bootstrap CV 45, alpha = 0.001, R^2 train: 0.447, R^2 test: 0.209 Bootstrap CV 45, alpha = 0.005, R^2 train: 0.428, R^2 test: 0.247 Bootstrap CV 45, alpha = 0.01, R^2 train: 0.420, R^2 test: 0.264 Bootstrap CV 45, alpha = 0.1, R^2 train: 0.341, R^2 test: 0.310 best alpha via bootstrap CV: 0.1 AUC Train: 0.766, Explained Variance Score Train: 0.341 AUC Validation: 0.707, Explained Variance Score Validation: 0.317 AUC Test: 0.765, Explained Variance Score Test: 0.314 Bootstrap CV 43, alpha = 0.001, R^2 train: 0.407, R^2 test: 0.099 Bootstrap CV 43, alpha = 0.005, R^2 train: 0.355, R^2 test: 0.304 Bootstrap CV 43, alpha = 0.01, R^2 train: 0.273, R^2 test: 0.361 Bootstrap CV 43, alpha = 0.1, R^2 train: 0.202, R^2 test: 0.261 best alpha via bootstrap CV: 0.01 AUC Train: 0.807, Explained Variance Score Train: 0.273 AUC Validation: 0.785, Explained Variance Score Validation: 0.366 AUC Test: 0.757, Explained Variance Score Test: 0.295 Bootstrap CV 36, alpha = 0.001, R^2 train: 0.416, R^2 test: 0.270 Bootstrap CV 36, alpha = 0.005, R^2 train: 0.407, R^2 test: 0.284 Bootstrap CV 36, alpha = 0.01, R^2 train: 0.396, R^2 test: 0.289 Bootstrap CV 36, alpha = 0.1, R^2 train: 0.294, R^2 test: 0.282 best alpha via bootstrap CV: 0.01 AUC Train: 0.837, Explained Variance Score Train: 0.396 AUC Validation: 0.746, Explained Variance Score Validation: 0.296 AUC Test: 0.773, Explained Variance Score Test: 0.315 Bootstrap CV 47, alpha = 0.001, R^2 train: 0.449, R^2 test: 0.012 Bootstrap CV 47, alpha = 0.005, R^2 train: 0.442, R^2 test: 0.034 Bootstrap CV 47, alpha = 0.01, R^2 train: 0.429, R^2 test: 0.059 Bootstrap CV 47, alpha = 0.1, R^2 train: 0.342, R^2 test: 0.171 best alpha via bootstrap CV: 0.1 AUC Train: 0.772, Explained Variance Score Train: 0.342 AUC Validation: 0.672, Explained Variance Score Validation: 0.188 AUC Test: 0.763, Explained Variance Score Test: 0.285 Bootstrap CV 33, alpha = 0.001, R^2 train: 0.413, R^2 test: 0.074 Bootstrap CV 33, alpha = 0.005, R^2 train: 0.401, R^2 test: 0.137 Bootstrap CV 33, alpha = 0.01, R^2 train: 0.386, R^2 test: 0.161 Bootstrap CV 33, alpha = 0.1, R^2 train: 0.283, R^2 test: 0.164 best alpha via bootstrap CV: 0.01 AUC Train: 0.818, Explained Variance Score Train: 0.386 AUC Validation: 0.667, Explained Variance Score Validation: 0.161 AUC Test: 0.749, Explained Variance Score Test: 0.324 Bootstrap CV 42, alpha = 0.001, R^2 train: 0.362, R^2 test: 0.275 Bootstrap CV 42, alpha = 0.005, R^2 train: 0.355, R^2 test: 0.297 Bootstrap CV 42, alpha = 0.01, R^2 train: 0.349, R^2 test: 0.306 Bootstrap CV 42, alpha = 0.1, R^2 train: 0.274, R^2 test: 0.244 best alpha via bootstrap CV: 0.01 AUC Train: 0.781, Explained Variance Score Train: 0.349 AUC Validation: 0.760, Explained Variance Score Validation: 0.317 AUC Test: 0.745, Explained Variance Score Test: 0.285 Bootstrap CV 35, alpha = 0.001, R^2 train: 0.418, R^2 test: 0.011 Bootstrap CV 35, alpha = 0.005, R^2 train: 0.366, R^2 test: 0.157 Bootstrap CV 35, alpha = 0.01, R^2 train: 0.290, R^2 test: 0.231 Bootstrap CV 35, alpha = 0.1, R^2 train: 0.211, R^2 test: 0.221 best alpha via bootstrap CV: 0.01 AUC Train: 0.697, Explained Variance Score Train: 0.290 AUC Validation: 0.813, Explained Variance Score Validation: 0.232 AUC Test: 0.744, Explained Variance Score Test: 0.289 Bootstrap CV 44, alpha = 0.001, R^2 train: 0.413, R^2 test: 0.195 Bootstrap CV 44, alpha = 0.005, R^2 train: 0.403, R^2 test: 0.215 Bootstrap CV 44, alpha = 0.01, R^2 train: 0.392, R^2 test: 0.227 Bootstrap CV 44, alpha = 0.1, R^2 train: 0.320, R^2 test: 0.222 best alpha via bootstrap CV: 0.1 AUC Train: 0.762, Explained Variance Score Train: 0.320 AUC Validation: 0.772, Explained Variance Score Validation: 0.260 AUC Test: 0.765, Explained Variance Score Test: 0.304 Running batch 4 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 60, alpha = 0.001, R^2 train: 0.368, R^2 test: 0.074 Bootstrap CV 60, alpha = 0.005, R^2 train: 0.361, R^2 test: 0.153 Bootstrap CV 60, alpha = 0.01, R^2 train: 0.347, R^2 test: 0.183 Bootstrap CV 60, alpha = 0.1, R^2 train: 0.265, R^2 test: 0.199 best alpha via bootstrap CV: 0.1 AUC Train: 0.811, Explained Variance Score Train: 0.265 AUC Validation: 0.768, Explained Variance Score Validation: 0.199 AUC Test: 0.776, Explained Variance Score Test: 0.271 Bootstrap CV 51, alpha = 0.001, R^2 train: 0.413, R^2 test: 0.157 Bootstrap CV 51, alpha = 0.005, R^2 train: 0.400, R^2 test: 0.173 Bootstrap CV 51, alpha = 0.01, R^2 train: 0.384, R^2 test: 0.186 Bootstrap CV 51, alpha = 0.1, R^2 train: 0.269, R^2 test: 0.150 best alpha via bootstrap CV: 0.01 AUC Train: 0.848, Explained Variance Score Train: 0.384 AUC Validation: 0.666, Explained Variance Score Validation: 0.186 AUC Test: 0.744, Explained Variance Score Test: 0.292 Bootstrap CV 59, alpha = 0.001, R^2 train: 0.490, R^2 test: 0.068 Bootstrap CV 59, alpha = 0.005, R^2 train: 0.478, R^2 test: 0.089 Bootstrap CV 59, alpha = 0.01, R^2 train: 0.469, R^2 test: 0.097 Bootstrap CV 59, alpha = 0.1, R^2 train: 0.384, R^2 test: 0.141 best alpha via bootstrap CV: 0.1 AUC Train: 0.838, Explained Variance Score Train: 0.384 AUC Validation: 0.715, Explained Variance Score Validation: 0.167 AUC Test: 0.755, Explained Variance Score Test: 0.291 Bootstrap CV 61, alpha = 0.001, R^2 train: 0.433, R^2 test: 0.088 Bootstrap CV 61, alpha = 0.005, R^2 train: 0.411, R^2 test: 0.204 Bootstrap CV 61, alpha = 0.01, R^2 train: 0.397, R^2 test: 0.207 Bootstrap CV 61, alpha = 0.1, R^2 train: 0.316, R^2 test: 0.204 best alpha via bootstrap CV: 0.1 AUC Train: 0.754, Explained Variance Score Train: 0.316 AUC Validation: 0.748, Explained Variance Score Validation: 0.210 AUC Test: 0.739, Explained Variance Score Test: 0.275 Bootstrap CV 57, alpha = 0.001, R^2 train: 0.538, R^2 test: 0.225 Bootstrap CV 57, alpha = 0.005, R^2 train: 0.508, R^2 test: 0.310 Bootstrap CV 57, alpha = 0.01, R^2 train: 0.478, R^2 test: 0.356 Bootstrap CV 57, alpha = 0.1, R^2 train: 0.381, R^2 test: 0.416 best alpha via bootstrap CV: 0.1 AUC Train: 0.831, Explained Variance Score Train: 0.381 AUC Validation: 0.798, Explained Variance Score Validation: 0.427 AUC Test: 0.762, Explained Variance Score Test: 0.323 Bootstrap CV 63, alpha = 0.001, R^2 train: 0.409, R^2 test: -0.157 Bootstrap CV 63, alpha = 0.005, R^2 train: 0.395, R^2 test: -0.009 Bootstrap CV 63, alpha = 0.01, R^2 train: 0.364, R^2 test: 0.120 Bootstrap CV 63, alpha = 0.1, R^2 train: 0.285, R^2 test: 0.194 best alpha via bootstrap CV: 0.01 AUC Train: 0.817, Explained Variance Score Train: 0.364 AUC Validation: 0.600, Explained Variance Score Validation: 0.132 AUC Test: 0.768, Explained Variance Score Test: 0.327 Bootstrap CV 48, alpha = 0.001, R^2 train: 0.292, R^2 test: -0.042 Bootstrap CV 48, alpha = 0.005, R^2 train: 0.281, R^2 test: 0.033 Bootstrap CV 48, alpha = 0.01, R^2 train: 0.274, R^2 test: 0.106 Bootstrap CV 48, alpha = 0.1, R^2 train: 0.193, R^2 test: 0.206 best alpha via bootstrap CV: 0.1 AUC Train: 0.738, Explained Variance Score Train: 0.193 AUC Validation: 0.786, Explained Variance Score Validation: 0.216 AUC Test: 0.768, Explained Variance Score Test: 0.263 Bootstrap CV 54, alpha = 0.001, R^2 train: 0.331, R^2 test: 0.041 Bootstrap CV 54, alpha = 0.005, R^2 train: 0.317, R^2 test: 0.067 Bootstrap CV 54, alpha = 0.01, R^2 train: 0.312, R^2 test: 0.089 Bootstrap CV 54, alpha = 0.1, R^2 train: 0.219, R^2 test: 0.193 best alpha via bootstrap CV: 0.1 AUC Train: 0.774, Explained Variance Score Train: 0.219 AUC Validation: 0.773, Explained Variance Score Validation: 0.196 AUC Test: 0.772, Explained Variance Score Test: 0.272 Bootstrap CV 55, alpha = 0.001, R^2 train: 0.490, R^2 test: 0.131 Bootstrap CV 55, alpha = 0.005, R^2 train: 0.462, R^2 test: 0.173 Bootstrap CV 55, alpha = 0.01, R^2 train: 0.416, R^2 test: 0.196 Bootstrap CV 55, alpha = 0.1, R^2 train: 0.302, R^2 test: 0.192 best alpha via bootstrap CV: 0.1 AUC Train: 0.805, Explained Variance Score Train: 0.302 AUC Validation: 0.698, Explained Variance Score Validation: 0.219 AUC Test: 0.765, Explained Variance Score Test: 0.289 Bootstrap CV 52, alpha = 0.001, R^2 train: 0.422, R^2 test: 0.264 Bootstrap CV 52, alpha = 0.005, R^2 train: 0.408, R^2 test: 0.271 Bootstrap CV 52, alpha = 0.01, R^2 train: 0.390, R^2 test: 0.272 Bootstrap CV 52, alpha = 0.1, R^2 train: 0.332, R^2 test: 0.188 best alpha via bootstrap CV: 0.01 AUC Train: 0.815, Explained Variance Score Train: 0.390 AUC Validation: 0.811, Explained Variance Score Validation: 0.284 AUC Test: 0.767, Explained Variance Score Test: 0.303 Bootstrap CV 49, alpha = 0.001, R^2 train: 0.326, R^2 test: 0.185 Bootstrap CV 49, alpha = 0.005, R^2 train: 0.322, R^2 test: 0.212 Bootstrap CV 49, alpha = 0.01, R^2 train: 0.316, R^2 test: 0.234 Bootstrap CV 49, alpha = 0.1, R^2 train: 0.246, R^2 test: 0.289 best alpha via bootstrap CV: 0.01 AUC Train: 0.836, Explained Variance Score Train: 0.316 AUC Validation: 0.780, Explained Variance Score Validation: 0.235 AUC Test: 0.769, Explained Variance Score Test: 0.306 Bootstrap CV 58, alpha = 0.001, R^2 train: 0.476, R^2 test: 0.191 Bootstrap CV 58, alpha = 0.005, R^2 train: 0.443, R^2 test: 0.293 Bootstrap CV 58, alpha = 0.01, R^2 train: 0.416, R^2 test: 0.320 Bootstrap CV 58, alpha = 0.1, R^2 train: 0.324, R^2 test: 0.312 best alpha via bootstrap CV: 0.1 AUC Train: 0.769, Explained Variance Score Train: 0.324 AUC Validation: 0.818, Explained Variance Score Validation: 0.324 AUC Test: 0.759, Explained Variance Score Test: 0.305 Bootstrap CV 50, alpha = 0.001, R^2 train: 0.399, R^2 test: 0.307 Bootstrap CV 50, alpha = 0.005, R^2 train: 0.390, R^2 test: 0.317 Bootstrap CV 50, alpha = 0.01, R^2 train: 0.383, R^2 test: 0.318 Bootstrap CV 50, alpha = 0.1, R^2 train: 0.312, R^2 test: 0.333 best alpha via bootstrap CV: 0.1 AUC Train: 0.788, Explained Variance Score Train: 0.312 AUC Validation: 0.810, Explained Variance Score Validation: 0.353 AUC Test: 0.772, Explained Variance Score Test: 0.308 Bootstrap CV 56, alpha = 0.001, R^2 train: 0.464, R^2 test: 0.181 Bootstrap CV 56, alpha = 0.005, R^2 train: 0.461, R^2 test: 0.197 Bootstrap CV 56, alpha = 0.01, R^2 train: 0.455, R^2 test: 0.205 Bootstrap CV 56, alpha = 0.1, R^2 train: 0.361, R^2 test: 0.212 best alpha via bootstrap CV: 0.1 AUC Train: 0.815, Explained Variance Score Train: 0.361 AUC Validation: 0.725, Explained Variance Score Validation: 0.214 AUC Test: 0.765, Explained Variance Score Test: 0.315 Bootstrap CV 62, alpha = 0.001, R^2 train: 0.365, R^2 test: 0.068 Bootstrap CV 62, alpha = 0.005, R^2 train: 0.353, R^2 test: 0.152 Bootstrap CV 62, alpha = 0.01, R^2 train: 0.344, R^2 test: 0.182 Bootstrap CV 62, alpha = 0.1, R^2 train: 0.273, R^2 test: 0.165 best alpha via bootstrap CV: 0.1 AUC Train: 0.805, Explained Variance Score Train: 0.273 AUC Validation: 0.685, Explained Variance Score Validation: 0.169 AUC Test: 0.769, Explained Variance Score Test: 0.285 Bootstrap CV 53, alpha = 0.001, R^2 train: 0.455, R^2 test: 0.188 Bootstrap CV 53, alpha = 0.005, R^2 train: 0.440, R^2 test: 0.267 Bootstrap CV 53, alpha = 0.01, R^2 train: 0.418, R^2 test: 0.325 Bootstrap CV 53, alpha = 0.1, R^2 train: 0.323, R^2 test: 0.318 best alpha via bootstrap CV: 0.1 AUC Train: 0.774, Explained Variance Score Train: 0.323 AUC Validation: 0.787, Explained Variance Score Validation: 0.322 AUC Test: 0.764, Explained Variance Score Test: 0.307 Running batch 5 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 73, alpha = 0.001, R^2 train: 0.533, R^2 test: 0.151 Bootstrap CV 73, alpha = 0.005, R^2 train: 0.527, R^2 test: 0.162 Bootstrap CV 73, alpha = 0.01, R^2 train: 0.514, R^2 test: 0.169 Bootstrap CV 73, alpha = 0.1, R^2 train: 0.386, R^2 test: 0.204 best alpha via bootstrap CV: 0.1 AUC Train: 0.786, Explained Variance Score Train: 0.386 AUC Validation: 0.725, Explained Variance Score Validation: 0.210 AUC Test: 0.755, Explained Variance Score Test: 0.288 Bootstrap CV 71, alpha = 0.001, R^2 train: 0.385, R^2 test: 0.072 Bootstrap CV 71, alpha = 0.005, R^2 train: 0.375, R^2 test: 0.129 Bootstrap CV 71, alpha = 0.01, R^2 train: 0.358, R^2 test: 0.141 Bootstrap CV 71, alpha = 0.1, R^2 train: 0.260, R^2 test: 0.144 best alpha via bootstrap CV: 0.01 AUC Train: 0.773, Explained Variance Score Train: 0.358 AUC Validation: 0.817, Explained Variance Score Validation: 0.164 AUC Test: 0.737, Explained Variance Score Test: 0.278 Bootstrap CV 66, alpha = 0.001, R^2 train: 0.425, R^2 test: 0.217 Bootstrap CV 66, alpha = 0.005, R^2 train: 0.419, R^2 test: 0.277 Bootstrap CV 66, alpha = 0.01, R^2 train: 0.408, R^2 test: 0.329 Bootstrap CV 66, alpha = 0.1, R^2 train: 0.328, R^2 test: 0.350 best alpha via bootstrap CV: 0.1 AUC Train: 0.774, Explained Variance Score Train: 0.328 AUC Validation: 0.791, Explained Variance Score Validation: 0.351 AUC Test: 0.757, Explained Variance Score Test: 0.308 Bootstrap CV 76, alpha = 0.001, R^2 train: 0.450, R^2 test: -0.044 Bootstrap CV 76, alpha = 0.005, R^2 train: 0.443, R^2 test: 0.012 Bootstrap CV 76, alpha = 0.01, R^2 train: 0.435, R^2 test: 0.046 Bootstrap CV 76, alpha = 0.1, R^2 train: 0.362, R^2 test: 0.214 best alpha via bootstrap CV: 0.1 AUC Train: 0.803, Explained Variance Score Train: 0.362 AUC Validation: 0.701, Explained Variance Score Validation: 0.217 AUC Test: 0.779, Explained Variance Score Test: 0.313 Bootstrap CV 78, alpha = 0.001, R^2 train: 0.367, R^2 test: 0.151 Bootstrap CV 78, alpha = 0.005, R^2 train: 0.361, R^2 test: 0.171 Bootstrap CV 78, alpha = 0.01, R^2 train: 0.347, R^2 test: 0.188 Bootstrap CV 78, alpha = 0.1, R^2 train: 0.263, R^2 test: 0.231 best alpha via bootstrap CV: 0.1 AUC Train: 0.774, Explained Variance Score Train: 0.263 AUC Validation: 0.810, Explained Variance Score Validation: 0.243 AUC Test: 0.761, Explained Variance Score Test: 0.268 Bootstrap CV 69, alpha = 0.001, R^2 train: 0.401, R^2 test: 0.026 Bootstrap CV 69, alpha = 0.005, R^2 train: 0.379, R^2 test: 0.081 Bootstrap CV 69, alpha = 0.01, R^2 train: 0.356, R^2 test: 0.115 Bootstrap CV 69, alpha = 0.1, R^2 train: 0.282, R^2 test: 0.209 best alpha via bootstrap CV: 0.1 AUC Train: 0.811, Explained Variance Score Train: 0.282 AUC Validation: 0.700, Explained Variance Score Validation: 0.211 AUC Test: 0.761, Explained Variance Score Test: 0.294 Bootstrap CV 75, alpha = 0.001, R^2 train: 0.395, R^2 test: 0.023 Bootstrap CV 75, alpha = 0.005, R^2 train: 0.389, R^2 test: 0.059 Bootstrap CV 75, alpha = 0.01, R^2 train: 0.381, R^2 test: 0.086 Bootstrap CV 75, alpha = 0.1, R^2 train: 0.290, R^2 test: 0.190 best alpha via bootstrap CV: 0.1 AUC Train: 0.745, Explained Variance Score Train: 0.290 AUC Validation: 0.689, Explained Variance Score Validation: 0.196 AUC Test: 0.754, Explained Variance Score Test: 0.304 Bootstrap CV 77, alpha = 0.001, R^2 train: 0.454, R^2 test: 0.045 Bootstrap CV 77, alpha = 0.005, R^2 train: 0.449, R^2 test: 0.071 Bootstrap CV 77, alpha = 0.01, R^2 train: 0.442, R^2 test: 0.089 Bootstrap CV 77, alpha = 0.1, R^2 train: 0.392, R^2 test: 0.132 best alpha via bootstrap CV: 0.01 AUC Train: 0.799, Explained Variance Score Train: 0.442 AUC Validation: 0.712, Explained Variance Score Validation: 0.092 AUC Test: 0.771, Explained Variance Score Test: 0.338 Bootstrap CV 70, alpha = 0.001, R^2 train: 0.494, R^2 test: 0.178 Bootstrap CV 70, alpha = 0.005, R^2 train: 0.486, R^2 test: 0.225 Bootstrap CV 70, alpha = 0.01, R^2 train: 0.478, R^2 test: 0.259 Bootstrap CV 70, alpha = 0.1, R^2 train: 0.387, R^2 test: 0.301 best alpha via bootstrap CV: 0.1 AUC Train: 0.840, Explained Variance Score Train: 0.387 AUC Validation: 0.708, Explained Variance Score Validation: 0.301 AUC Test: 0.756, Explained Variance Score Test: 0.311 Bootstrap CV 67, alpha = 0.001, R^2 train: 0.436, R^2 test: -0.035 Bootstrap CV 67, alpha = 0.005, R^2 train: 0.424, R^2 test: 0.011 Bootstrap CV 67, alpha = 0.01, R^2 train: 0.414, R^2 test: 0.042 Bootstrap CV 67, alpha = 0.1, R^2 train: 0.335, R^2 test: 0.181 best alpha via bootstrap CV: 0.1 AUC Train: 0.795, Explained Variance Score Train: 0.335 AUC Validation: 0.724, Explained Variance Score Validation: 0.185 AUC Test: 0.761, Explained Variance Score Test: 0.320 Bootstrap CV 79, alpha = 0.001, R^2 train: 0.479, R^2 test: 0.111 Bootstrap CV 79, alpha = 0.005, R^2 train: 0.464, R^2 test: 0.184 Bootstrap CV 79, alpha = 0.01, R^2 train: 0.453, R^2 test: 0.209 Bootstrap CV 79, alpha = 0.1, R^2 train: 0.366, R^2 test: 0.229 best alpha via bootstrap CV: 0.1 AUC Train: 0.813, Explained Variance Score Train: 0.366 AUC Validation: 0.685, Explained Variance Score Validation: 0.235 AUC Test: 0.777, Explained Variance Score Test: 0.302 Bootstrap CV 68, alpha = 0.001, R^2 train: 0.475, R^2 test: -0.061 Bootstrap CV 68, alpha = 0.005, R^2 train: 0.467, R^2 test: 0.023 Bootstrap CV 68, alpha = 0.01, R^2 train: 0.445, R^2 test: 0.088 Bootstrap CV 68, alpha = 0.1, R^2 train: 0.345, R^2 test: 0.226 best alpha via bootstrap CV: 0.1 AUC Train: 0.821, Explained Variance Score Train: 0.345 AUC Validation: 0.780, Explained Variance Score Validation: 0.228 AUC Test: 0.750, Explained Variance Score Test: 0.288 Bootstrap CV 72, alpha = 0.001, R^2 train: 0.442, R^2 test: 0.173 Bootstrap CV 72, alpha = 0.005, R^2 train: 0.434, R^2 test: 0.214 Bootstrap CV 72, alpha = 0.01, R^2 train: 0.420, R^2 test: 0.253 Bootstrap CV 72, alpha = 0.1, R^2 train: 0.287, R^2 test: 0.254 best alpha via bootstrap CV: 0.1 AUC Train: 0.740, Explained Variance Score Train: 0.287 AUC Validation: 0.718, Explained Variance Score Validation: 0.255 AUC Test: 0.752, Explained Variance Score Test: 0.281 Bootstrap CV 74, alpha = 0.001, R^2 train: 0.491, R^2 test: 0.150 Bootstrap CV 74, alpha = 0.005, R^2 train: 0.450, R^2 test: 0.287 Bootstrap CV 74, alpha = 0.01, R^2 train: 0.412, R^2 test: 0.342 Bootstrap CV 74, alpha = 0.1, R^2 train: 0.347, R^2 test: 0.355 best alpha via bootstrap CV: 0.1 AUC Train: 0.821, Explained Variance Score Train: 0.347 AUC Validation: 0.791, Explained Variance Score Validation: 0.355 AUC Test: 0.761, Explained Variance Score Test: 0.299 Bootstrap CV 65, alpha = 0.001, R^2 train: 0.408, R^2 test: -0.057 Bootstrap CV 65, alpha = 0.005, R^2 train: 0.382, R^2 test: -0.000 Bootstrap CV 65, alpha = 0.01, R^2 train: 0.358, R^2 test: 0.049 Bootstrap CV 65, alpha = 0.1, R^2 train: 0.272, R^2 test: 0.152 best alpha via bootstrap CV: 0.1 AUC Train: 0.748, Explained Variance Score Train: 0.272 AUC Validation: 0.733, Explained Variance Score Validation: 0.224 AUC Test: 0.759, Explained Variance Score Test: 0.297 Bootstrap CV 64, alpha = 0.001, R^2 train: 0.505, R^2 test: 0.216 Bootstrap CV 64, alpha = 0.005, R^2 train: 0.498, R^2 test: 0.255 Bootstrap CV 64, alpha = 0.01, R^2 train: 0.489, R^2 test: 0.272 Bootstrap CV 64, alpha = 0.1, R^2 train: 0.395, R^2 test: 0.286 best alpha via bootstrap CV: 0.1 AUC Train: 0.803, Explained Variance Score Train: 0.395 AUC Validation: 0.762, Explained Variance Score Validation: 0.295 AUC Test: 0.756, Explained Variance Score Test: 0.285 Running batch 6 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 84, alpha = 0.001, R^2 train: 0.389, R^2 test: 0.244 Bootstrap CV 84, alpha = 0.005, R^2 train: 0.376, R^2 test: 0.262 Bootstrap CV 84, alpha = 0.01, R^2 train: 0.372, R^2 test: 0.269 Bootstrap CV 84, alpha = 0.1, R^2 train: 0.304, R^2 test: 0.286 best alpha via bootstrap CV: 0.1 AUC Train: 0.785, Explained Variance Score Train: 0.304 AUC Validation: 0.811, Explained Variance Score Validation: 0.286 AUC Test: 0.755, Explained Variance Score Test: 0.288 Bootstrap CV 81, alpha = 0.001, R^2 train: 0.317, R^2 test: 0.352 Bootstrap CV 81, alpha = 0.005, R^2 train: 0.312, R^2 test: 0.394 Bootstrap CV 81, alpha = 0.01, R^2 train: 0.307, R^2 test: 0.417 Bootstrap CV 81, alpha = 0.1, R^2 train: 0.227, R^2 test: 0.360 best alpha via bootstrap CV: 0.01 AUC Train: 0.723, Explained Variance Score Train: 0.307 AUC Validation: 0.810, Explained Variance Score Validation: 0.426 AUC Test: 0.780, Explained Variance Score Test: 0.298 Bootstrap CV 94, alpha = 0.001, R^2 train: 0.453, R^2 test: 0.237 Bootstrap CV 94, alpha = 0.005, R^2 train: 0.444, R^2 test: 0.288 Bootstrap CV 94, alpha = 0.01, R^2 train: 0.435, R^2 test: 0.328 Bootstrap CV 94, alpha = 0.1, R^2 train: 0.308, R^2 test: 0.425 best alpha via bootstrap CV: 0.1 AUC Train: 0.816, Explained Variance Score Train: 0.308 AUC Validation: 0.890, Explained Variance Score Validation: 0.436 AUC Test: 0.749, Explained Variance Score Test: 0.272 Bootstrap CV 95, alpha = 0.001, R^2 train: 0.454, R^2 test: -0.330 Bootstrap CV 95, alpha = 0.005, R^2 train: 0.450, R^2 test: -0.264 Bootstrap CV 95, alpha = 0.01, R^2 train: 0.442, R^2 test: -0.201 Bootstrap CV 95, alpha = 0.1, R^2 train: 0.331, R^2 test: 0.042 best alpha via bootstrap CV: 0.1 AUC Train: 0.822, Explained Variance Score Train: 0.331 AUC Validation: 0.708, Explained Variance Score Validation: 0.095 AUC Test: 0.774, Explained Variance Score Test: 0.297 Bootstrap CV 93, alpha = 0.001, R^2 train: 0.495, R^2 test: 0.097 Bootstrap CV 93, alpha = 0.005, R^2 train: 0.486, R^2 test: 0.188 Bootstrap CV 93, alpha = 0.01, R^2 train: 0.473, R^2 test: 0.212 Bootstrap CV 93, alpha = 0.1, R^2 train: 0.385, R^2 test: 0.226 best alpha via bootstrap CV: 0.1 AUC Train: 0.786, Explained Variance Score Train: 0.385 AUC Validation: 0.748, Explained Variance Score Validation: 0.248 AUC Test: 0.759, Explained Variance Score Test: 0.304 Bootstrap CV 86, alpha = 0.001, R^2 train: 0.571, R^2 test: 0.226 Bootstrap CV 86, alpha = 0.005, R^2 train: 0.562, R^2 test: 0.257 Bootstrap CV 86, alpha = 0.01, R^2 train: 0.555, R^2 test: 0.263 Bootstrap CV 86, alpha = 0.1, R^2 train: 0.440, R^2 test: 0.277 best alpha via bootstrap CV: 0.1 AUC Train: 0.863, Explained Variance Score Train: 0.440 AUC Validation: 0.726, Explained Variance Score Validation: 0.285 AUC Test: 0.763, Explained Variance Score Test: 0.310 Bootstrap CV 91, alpha = 0.001, R^2 train: 0.374, R^2 test: -0.032 Bootstrap CV 91, alpha = 0.005, R^2 train: 0.346, R^2 test: -0.010 Bootstrap CV 91, alpha = 0.01, R^2 train: 0.316, R^2 test: 0.028 Bootstrap CV 91, alpha = 0.1, R^2 train: 0.234, R^2 test: 0.105 best alpha via bootstrap CV: 0.1 AUC Train: 0.789, Explained Variance Score Train: 0.234 AUC Validation: 0.650, Explained Variance Score Validation: 0.108 AUC Test: 0.767, Explained Variance Score Test: 0.299 Bootstrap CV 83, alpha = 0.001, R^2 train: 0.442, R^2 test: -0.095 Bootstrap CV 83, alpha = 0.005, R^2 train: 0.399, R^2 test: 0.011 Bootstrap CV 83, alpha = 0.01, R^2 train: 0.352, R^2 test: 0.140 Bootstrap CV 83, alpha = 0.1, R^2 train: 0.219, R^2 test: 0.259 best alpha via bootstrap CV: 0.1 AUC Train: 0.763, Explained Variance Score Train: 0.219 AUC Validation: 0.780, Explained Variance Score Validation: 0.272 AUC Test: 0.763, Explained Variance Score Test: 0.279 Bootstrap CV 90, alpha = 0.001, R^2 train: 0.393, R^2 test: -0.033 Bootstrap CV 90, alpha = 0.005, R^2 train: 0.369, R^2 test: 0.014 Bootstrap CV 90, alpha = 0.01, R^2 train: 0.347, R^2 test: 0.049 Bootstrap CV 90, alpha = 0.1, R^2 train: 0.269, R^2 test: 0.140 best alpha via bootstrap CV: 0.1 AUC Train: 0.782, Explained Variance Score Train: 0.269 AUC Validation: 0.692, Explained Variance Score Validation: 0.169 AUC Test: 0.761, Explained Variance Score Test: 0.291 Bootstrap CV 82, alpha = 0.001, R^2 train: 0.478, R^2 test: 0.156 Bootstrap CV 82, alpha = 0.005, R^2 train: 0.467, R^2 test: 0.196 Bootstrap CV 82, alpha = 0.01, R^2 train: 0.449, R^2 test: 0.239 Bootstrap CV 82, alpha = 0.1, R^2 train: 0.311, R^2 test: 0.323 best alpha via bootstrap CV: 0.01 AUC Train: 0.827, Explained Variance Score Train: 0.449 AUC Validation: 0.732, Explained Variance Score Validation: 0.242 AUC Test: 0.754, Explained Variance Score Test: 0.302 Bootstrap CV 92, alpha = 0.001, R^2 train: 0.347, R^2 test: 0.176 Bootstrap CV 92, alpha = 0.005, R^2 train: 0.335, R^2 test: 0.187 Bootstrap CV 92, alpha = 0.01, R^2 train: 0.319, R^2 test: 0.191 Bootstrap CV 92, alpha = 0.1, R^2 train: 0.259, R^2 test: 0.202 best alpha via bootstrap CV: 0.1 AUC Train: 0.746, Explained Variance Score Train: 0.259 AUC Validation: 0.725, Explained Variance Score Validation: 0.202 AUC Test: 0.772, Explained Variance Score Test: 0.307 Bootstrap CV 89, alpha = 0.001, R^2 train: 0.423, R^2 test: 0.303 Bootstrap CV 89, alpha = 0.005, R^2 train: 0.416, R^2 test: 0.310 Bootstrap CV 89, alpha = 0.01, R^2 train: 0.409, R^2 test: 0.308 Bootstrap CV 89, alpha = 0.1, R^2 train: 0.319, R^2 test: 0.241 best alpha via bootstrap CV: 0.1 AUC Train: 0.816, Explained Variance Score Train: 0.319 AUC Validation: 0.751, Explained Variance Score Validation: 0.256 AUC Test: 0.754, Explained Variance Score Test: 0.291 Bootstrap CV 88, alpha = 0.001, R^2 train: 0.523, R^2 test: 0.131 Bootstrap CV 88, alpha = 0.005, R^2 train: 0.516, R^2 test: 0.179 Bootstrap CV 88, alpha = 0.01, R^2 train: 0.499, R^2 test: 0.226 Bootstrap CV 88, alpha = 0.1, R^2 train: 0.407, R^2 test: 0.293 best alpha via bootstrap CV: 0.1 AUC Train: 0.813, Explained Variance Score Train: 0.407 AUC Validation: 0.750, Explained Variance Score Validation: 0.293 AUC Test: 0.771, Explained Variance Score Test: 0.307 Bootstrap CV 85, alpha = 0.001, R^2 train: 0.434, R^2 test: 0.079 Bootstrap CV 85, alpha = 0.005, R^2 train: 0.421, R^2 test: 0.082 Bootstrap CV 85, alpha = 0.01, R^2 train: 0.413, R^2 test: 0.092 Bootstrap CV 85, alpha = 0.1, R^2 train: 0.309, R^2 test: 0.165 best alpha via bootstrap CV: 0.01 AUC Train: 0.847, Explained Variance Score Train: 0.413 AUC Validation: 0.693, Explained Variance Score Validation: 0.098 AUC Test: 0.783, Explained Variance Score Test: 0.321 Bootstrap CV 87, alpha = 0.001, R^2 train: 0.465, R^2 test: 0.079 Bootstrap CV 87, alpha = 0.005, R^2 train: 0.457, R^2 test: 0.130 Bootstrap CV 87, alpha = 0.01, R^2 train: 0.449, R^2 test: 0.164 Bootstrap CV 87, alpha = 0.1, R^2 train: 0.366, R^2 test: 0.268 best alpha via bootstrap CV: 0.1 AUC Train: 0.768, Explained Variance Score Train: 0.366 AUC Validation: 0.765, Explained Variance Score Validation: 0.277 AUC Test: 0.782, Explained Variance Score Test: 0.322 Bootstrap CV 80, alpha = 0.001, R^2 train: 0.474, R^2 test: 0.045 Bootstrap CV 80, alpha = 0.005, R^2 train: 0.461, R^2 test: 0.106 Bootstrap CV 80, alpha = 0.01, R^2 train: 0.447, R^2 test: 0.149 Bootstrap CV 80, alpha = 0.1, R^2 train: 0.298, R^2 test: 0.232 best alpha via bootstrap CV: 0.01 AUC Train: 0.827, Explained Variance Score Train: 0.447 AUC Validation: 0.696, Explained Variance Score Validation: 0.163 AUC Test: 0.763, Explained Variance Score Test: 0.294 Running batch 7 of 7 with 4 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 98, alpha = 0.001, R^2 train: 0.420, R^2 test: 0.269 Bootstrap CV 98, alpha = 0.005, R^2 train: 0.412, R^2 test: 0.306 Bootstrap CV 98, alpha = 0.01, R^2 train: 0.399, R^2 test: 0.320 Bootstrap CV 98, alpha = 0.1, R^2 train: 0.312, R^2 test: 0.320 best alpha via bootstrap CV: 0.1 AUC Train: 0.769, Explained Variance Score Train: 0.312 AUC Validation: 0.820, Explained Variance Score Validation: 0.337 AUC Test: 0.762, Explained Variance Score Test: 0.301 Bootstrap CV 99, alpha = 0.001, R^2 train: 0.324, R^2 test: 0.157 Bootstrap CV 99, alpha = 0.005, R^2 train: 0.318, R^2 test: 0.160 Bootstrap CV 99, alpha = 0.01, R^2 train: 0.311, R^2 test: 0.168 Bootstrap CV 99, alpha = 0.1, R^2 train: 0.224, R^2 test: 0.219 best alpha via bootstrap CV: 0.01 AUC Train: 0.803, Explained Variance Score Train: 0.311 AUC Validation: 0.704, Explained Variance Score Validation: 0.169 AUC Test: 0.759, Explained Variance Score Test: 0.284 Bootstrap CV 97, alpha = 0.001, R^2 train: 0.520, R^2 test: 0.130 Bootstrap CV 97, alpha = 0.005, R^2 train: 0.504, R^2 test: 0.184 Bootstrap CV 97, alpha = 0.01, R^2 train: 0.481, R^2 test: 0.209 Bootstrap CV 97, alpha = 0.1, R^2 train: 0.379, R^2 test: 0.220 best alpha via bootstrap CV: 0.1 AUC Train: 0.829, Explained Variance Score Train: 0.379 AUC Validation: 0.751, Explained Variance Score Validation: 0.225 AUC Test: 0.771, Explained Variance Score Test: 0.307 Bootstrap CV 96, alpha = 0.001, R^2 train: 0.384, R^2 test: 0.063 Bootstrap CV 96, alpha = 0.005, R^2 train: 0.371, R^2 test: 0.120 Bootstrap CV 96, alpha = 0.01, R^2 train: 0.360, R^2 test: 0.151 Bootstrap CV 96, alpha = 0.1, R^2 train: 0.251, R^2 test: 0.189 best alpha via bootstrap CV: 0.1 AUC Train: 0.776, Explained Variance Score Train: 0.251 AUC Validation: 0.760, Explained Variance Score Validation: 0.204 AUC Test: 0.747, Explained Variance Score Test: 0.266 total Variables 35 and total subjects: 1751 ->AUC validation: 0.745 95% CI: [0.734 , 0.756] ->AUC test: 0.760 95% CI: [0.758 , 0.762] ->R^2 validation: 0.250 95% CI: [0.235 , 0.265] ->R^2 test: 0.295 95% CI: [0.291 , 0.298] ->Explained Variance validation: 0.239 95% CI: [0.224 , 0.255] ->Explained Variance test: 0.291 95% CI: [0.288 , 0.295] Test set metrics: @threshold:1.838, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:1.335, sens:0.036, spec:1.000, ppv:1.000, acc:0.771, f1:0.070, mcc:0.000, total+:3, total-:347 @threshold:1.327, sens:0.048, spec:1.000, ppv:1.000, acc:0.774, f1:0.092, mcc:0.000, total+:4, total-:346 @threshold:1.237, sens:0.048, spec:0.996, ppv:0.800, acc:0.771, f1:0.091, mcc:0.182, total+:5, total-:345 @threshold:1.235, sens:0.060, spec:0.996, ppv:0.833, acc:0.774, f1:0.112, mcc:0.211, total+:6, total-:344 @threshold:1.199, sens:0.072, spec:0.993, ppv:0.750, acc:0.774, f1:0.132, mcc:0.105, total+:8, total-:342 @threshold:1.160, sens:0.084, spec:0.993, ppv:0.778, acc:0.777, f1:0.152, mcc:0.118, total+:9, total-:341 @threshold:1.149, sens:0.096, spec:0.989, ppv:0.727, acc:0.777, f1:0.170, mcc:0.079, total+:11, total-:339 @threshold:1.034, sens:0.108, spec:0.981, ppv:0.643, acc:0.774, f1:0.186, mcc:0.045, total+:14, total-:336 @threshold:1.022, sens:0.108, spec:0.978, ppv:0.600, acc:0.771, f1:0.184, mcc:0.034, total+:15, total-:335 @threshold:1.021, sens:0.120, spec:0.978, ppv:0.625, acc:0.774, f1:0.202, mcc:0.038, total+:16, total-:334 @threshold:0.981, sens:0.145, spec:0.974, ppv:0.632, acc:0.777, f1:0.235, mcc:0.036, total+:19, total-:331 @threshold:0.980, sens:0.157, spec:0.974, ppv:0.650, acc:0.780, f1:0.252, mcc:0.039, total+:20, total-:330 @threshold:0.895, sens:0.157, spec:0.970, ppv:0.619, acc:0.777, f1:0.250, mcc:0.032, total+:21, total-:329 @threshold:0.882, sens:0.169, spec:0.970, ppv:0.636, acc:0.780, f1:0.267, mcc:0.035, total+:22, total-:328 @threshold:0.873, sens:0.169, spec:0.966, ppv:0.609, acc:0.777, f1:0.264, mcc:0.029, total+:23, total-:327 @threshold:0.856, sens:0.181, spec:0.966, ppv:0.625, acc:0.780, f1:0.280, mcc:0.031, total+:24, total-:326 @threshold:0.834, sens:0.193, spec:0.963, ppv:0.615, acc:0.780, f1:0.294, mcc:0.029, total+:26, total-:324 @threshold:0.829, sens:0.205, spec:0.963, ppv:0.630, acc:0.783, f1:0.309, mcc:0.030, total+:27, total-:323 @threshold:0.821, sens:0.205, spec:0.959, ppv:0.607, acc:0.780, f1:0.306, mcc:0.027, total+:28, total-:322 @threshold:0.801, sens:0.217, spec:0.951, ppv:0.581, acc:0.777, f1:0.316, mcc:0.022, total+:31, total-:319 @threshold:0.801, sens:0.217, spec:0.948, ppv:0.562, acc:0.774, f1:0.313, mcc:0.020, total+:32, total-:318 @threshold:0.776, sens:0.229, spec:0.948, ppv:0.576, acc:0.777, f1:0.328, mcc:0.021, total+:33, total-:317 @threshold:0.771, sens:0.253, spec:0.944, ppv:0.583, acc:0.780, f1:0.353, mcc:0.021, total+:36, total-:314 @threshold:0.769, sens:0.265, spec:0.944, ppv:0.595, acc:0.783, f1:0.367, mcc:0.022, total+:37, total-:313 @threshold:0.754, sens:0.265, spec:0.940, ppv:0.579, acc:0.780, f1:0.364, mcc:0.020, total+:38, total-:312 @threshold:0.749, sens:0.277, spec:0.940, ppv:0.590, acc:0.783, f1:0.377, mcc:0.021, total+:39, total-:311 @threshold:0.713, sens:0.301, spec:0.936, ppv:0.595, acc:0.786, f1:0.400, mcc:0.021, total+:42, total-:308 @threshold:0.713, sens:0.313, spec:0.936, ppv:0.605, acc:0.789, f1:0.413, mcc:0.022, total+:43, total-:307 @threshold:0.712, sens:0.313, spec:0.933, ppv:0.591, acc:0.786, f1:0.409, mcc:0.020, total+:44, total-:306 @threshold:0.681, sens:0.325, spec:0.933, ppv:0.600, acc:0.789, f1:0.422, mcc:0.021, total+:45, total-:305 @threshold:0.679, sens:0.325, spec:0.929, ppv:0.587, acc:0.786, f1:0.419, mcc:0.019, total+:46, total-:304 @threshold:0.672, sens:0.337, spec:0.929, ppv:0.596, acc:0.789, f1:0.431, mcc:0.020, total+:47, total-:303 @threshold:0.668, sens:0.349, spec:0.925, ppv:0.592, acc:0.789, f1:0.439, mcc:0.019, total+:49, total-:301 @threshold:0.641, sens:0.361, spec:0.903, ppv:0.536, acc:0.774, f1:0.432, mcc:0.014, total+:56, total-:294 @threshold:0.640, sens:0.361, spec:0.899, ppv:0.526, acc:0.771, f1:0.429, mcc:0.013, total+:57, total-:293 @threshold:0.618, sens:0.373, spec:0.880, ppv:0.492, acc:0.760, f1:0.425, mcc:0.010, total+:63, total-:287 @threshold:0.617, sens:0.373, spec:0.876, ppv:0.484, acc:0.757, f1:0.422, mcc:0.010, total+:64, total-:286 @threshold:0.594, sens:0.386, spec:0.861, ppv:0.464, acc:0.749, f1:0.421, mcc:0.008, total+:69, total-:281 @threshold:0.590, sens:0.386, spec:0.858, ppv:0.457, acc:0.746, f1:0.418, mcc:0.008, total+:70, total-:280 @threshold:0.585, sens:0.398, spec:0.858, ppv:0.465, acc:0.749, f1:0.429, mcc:0.008, total+:71, total-:279 @threshold:0.565, sens:0.410, spec:0.854, ppv:0.466, acc:0.749, f1:0.436, mcc:0.008, total+:73, total-:277 @threshold:0.559, sens:0.422, spec:0.854, ppv:0.473, acc:0.751, f1:0.446, mcc:0.009, total+:74, total-:276 @threshold:0.558, sens:0.434, spec:0.850, ppv:0.474, acc:0.751, f1:0.453, mcc:0.009, total+:76, total-:274 @threshold:0.544, sens:0.446, spec:0.846, ppv:0.474, acc:0.751, f1:0.460, mcc:0.009, total+:78, total-:272 @threshold:0.541, sens:0.446, spec:0.843, ppv:0.468, acc:0.749, f1:0.457, mcc:0.008, total+:79, total-:271 @threshold:0.538, sens:0.458, spec:0.843, ppv:0.475, acc:0.751, f1:0.466, mcc:0.009, total+:80, total-:270 @threshold:0.514, sens:0.458, spec:0.839, ppv:0.469, acc:0.749, f1:0.463, mcc:0.008, total+:81, total-:269 @threshold:0.511, sens:0.470, spec:0.835, ppv:0.470, acc:0.749, f1:0.470, mcc:0.008, total+:83, total-:267 @threshold:0.507, sens:0.470, spec:0.831, ppv:0.464, acc:0.746, f1:0.467, mcc:0.008, total+:84, total-:266 @threshold:0.496, sens:0.482, spec:0.831, ppv:0.471, acc:0.749, f1:0.476, mcc:0.008, total+:85, total-:265 @threshold:0.489, sens:0.482, spec:0.828, ppv:0.465, acc:0.746, f1:0.473, mcc:0.008, total+:86, total-:264 @threshold:0.482, sens:0.494, spec:0.828, ppv:0.471, acc:0.749, f1:0.482, mcc:0.008, total+:87, total-:263 @threshold:0.472, sens:0.494, spec:0.824, ppv:0.466, acc:0.746, f1:0.480, mcc:0.008, total+:88, total-:262 @threshold:0.464, sens:0.506, spec:0.824, ppv:0.472, acc:0.749, f1:0.488, mcc:0.008, total+:89, total-:261 @threshold:0.464, sens:0.506, spec:0.820, ppv:0.467, acc:0.746, f1:0.486, mcc:0.008, total+:90, total-:260 @threshold:0.451, sens:0.518, spec:0.820, ppv:0.473, acc:0.749, f1:0.494, mcc:0.008, total+:91, total-:259 @threshold:0.451, sens:0.518, spec:0.816, ppv:0.467, acc:0.746, f1:0.491, mcc:0.008, total+:92, total-:258 @threshold:0.437, sens:0.530, spec:0.809, ppv:0.463, acc:0.743, f1:0.494, mcc:0.008, total+:95, total-:255 @threshold:0.423, sens:0.554, spec:0.805, ppv:0.469, acc:0.746, f1:0.508, mcc:0.008, total+:98, total-:252 @threshold:0.422, sens:0.566, spec:0.805, ppv:0.475, acc:0.749, f1:0.516, mcc:0.008, total+:99, total-:251 @threshold:0.416, sens:0.566, spec:0.801, ppv:0.470, acc:0.746, f1:0.514, mcc:0.008, total+:100, total-:250 @threshold:0.415, sens:0.578, spec:0.801, ppv:0.475, acc:0.749, f1:0.522, mcc:0.008, total+:101, total-:249 @threshold:0.407, sens:0.590, spec:0.798, ppv:0.476, acc:0.749, f1:0.527, mcc:0.008, total+:103, total-:247 @threshold:0.378, sens:0.602, spec:0.787, ppv:0.467, acc:0.743, f1:0.526, mcc:0.008, total+:107, total-:243 @threshold:0.378, sens:0.602, spec:0.783, ppv:0.463, acc:0.740, f1:0.524, mcc:0.007, total+:108, total-:242 @threshold:0.348, sens:0.614, spec:0.768, ppv:0.451, acc:0.731, f1:0.520, mcc:0.007, total+:113, total-:237 @threshold:0.343, sens:0.614, spec:0.764, ppv:0.447, acc:0.729, f1:0.518, mcc:0.007, total+:114, total-:236 @threshold:0.306, sens:0.627, spec:0.753, ppv:0.441, acc:0.723, f1:0.517, mcc:0.006, total+:118, total-:232 @threshold:0.304, sens:0.627, spec:0.749, ppv:0.437, acc:0.720, f1:0.515, mcc:0.006, total+:119, total-:231 @threshold:0.264, sens:0.639, spec:0.723, ppv:0.417, acc:0.703, f1:0.505, mcc:0.005, total+:127, total-:223 @threshold:0.264, sens:0.639, spec:0.719, ppv:0.414, acc:0.700, f1:0.502, mcc:0.005, total+:128, total-:222 @threshold:0.245, sens:0.651, spec:0.715, ppv:0.415, acc:0.700, f1:0.507, mcc:0.005, total+:130, total-:220 @threshold:0.245, sens:0.651, spec:0.712, ppv:0.412, acc:0.697, f1:0.505, mcc:0.005, total+:131, total-:219 @threshold:0.193, sens:0.663, spec:0.682, ppv:0.393, acc:0.677, f1:0.493, mcc:0.005, total+:140, total-:210 @threshold:0.171, sens:0.699, spec:0.678, ppv:0.403, acc:0.683, f1:0.511, mcc:0.005, total+:144, total-:206 @threshold:0.149, sens:0.711, spec:0.652, ppv:0.388, acc:0.666, f1:0.502, mcc:0.004, total+:152, total-:198 @threshold:0.143, sens:0.711, spec:0.648, ppv:0.386, acc:0.663, f1:0.500, mcc:0.004, total+:153, total-:197 @threshold:0.131, sens:0.723, spec:0.633, ppv:0.380, acc:0.654, f1:0.498, mcc:0.004, total+:158, total-:192 @threshold:0.127, sens:0.723, spec:0.629, ppv:0.377, acc:0.651, f1:0.496, mcc:0.004, total+:159, total-:191 @threshold:0.122, sens:0.735, spec:0.625, ppv:0.379, acc:0.651, f1:0.500, mcc:0.004, total+:161, total-:189 @threshold:0.116, sens:0.735, spec:0.622, ppv:0.377, acc:0.649, f1:0.498, mcc:0.004, total+:162, total-:188 @threshold:0.108, sens:0.747, spec:0.622, ppv:0.380, acc:0.651, f1:0.504, mcc:0.004, total+:163, total-:187 @threshold:0.044, sens:0.771, spec:0.543, ppv:0.344, acc:0.597, f1:0.476, mcc:0.003, total+:186, total-:164 @threshold:0.033, sens:0.771, spec:0.539, ppv:0.342, acc:0.594, f1:0.474, mcc:0.003, total+:187, total-:163 @threshold:0.009, sens:0.783, spec:0.524, ppv:0.339, acc:0.586, f1:0.473, mcc:0.003, total+:192, total-:158 @threshold:0.008, sens:0.783, spec:0.521, ppv:0.337, acc:0.583, f1:0.471, mcc:0.003, total+:193, total-:157 @threshold:0.000, sens:0.795, spec:0.517, ppv:0.338, acc:0.583, f1:0.475, mcc:0.003, total+:195, total-:155 @threshold:-0.002, sens:0.795, spec:0.513, ppv:0.337, acc:0.580, f1:0.473, mcc:0.003, total+:196, total-:154 @threshold:-0.004, sens:0.807, spec:0.509, ppv:0.338, acc:0.580, f1:0.477, mcc:0.003, total+:198, total-:152 @threshold:-0.009, sens:0.819, spec:0.506, ppv:0.340, acc:0.580, f1:0.481, mcc:0.003, total+:200, total-:150 @threshold:-0.011, sens:0.831, spec:0.502, ppv:0.342, acc:0.580, f1:0.484, mcc:0.003, total+:202, total-:148 @threshold:-0.014, sens:0.843, spec:0.498, ppv:0.343, acc:0.580, f1:0.488, mcc:0.003, total+:204, total-:146 @threshold:-0.024, sens:0.855, spec:0.479, ppv:0.338, acc:0.569, f1:0.485, mcc:0.003, total+:210, total-:140 @threshold:-0.026, sens:0.855, spec:0.476, ppv:0.336, acc:0.566, f1:0.483, mcc:0.003, total+:211, total-:139 @threshold:-0.034, sens:0.867, spec:0.472, ppv:0.338, acc:0.566, f1:0.486, mcc:0.003, total+:213, total-:137 @threshold:-0.035, sens:0.867, spec:0.468, ppv:0.336, acc:0.563, f1:0.485, mcc:0.003, total+:214, total-:136 @threshold:-0.036, sens:0.880, spec:0.464, ppv:0.338, acc:0.563, f1:0.488, mcc:0.003, total+:216, total-:134 @threshold:-0.040, sens:0.892, spec:0.461, ppv:0.339, acc:0.563, f1:0.492, mcc:0.003, total+:218, total-:132 @threshold:-0.083, sens:0.904, spec:0.408, ppv:0.322, acc:0.526, f1:0.475, mcc:0.003, total+:233, total-:117 @threshold:-0.084, sens:0.904, spec:0.404, ppv:0.321, acc:0.523, f1:0.473, mcc:0.003, total+:234, total-:116 @threshold:-0.108, sens:0.916, spec:0.378, ppv:0.314, acc:0.506, f1:0.468, mcc:0.003, total+:242, total-:108 @threshold:-0.111, sens:0.916, spec:0.375, ppv:0.313, acc:0.503, f1:0.466, mcc:0.003, total+:243, total-:107 @threshold:-0.115, sens:0.928, spec:0.375, ppv:0.316, acc:0.506, f1:0.471, mcc:0.003, total+:244, total-:106 @threshold:-0.117, sens:0.928, spec:0.371, ppv:0.314, acc:0.503, f1:0.470, mcc:0.003, total+:245, total-:105 @threshold:-0.172, sens:0.940, spec:0.330, ppv:0.304, acc:0.474, f1:0.459, mcc:0.003, total+:257, total-:93 @threshold:-0.173, sens:0.940, spec:0.326, ppv:0.302, acc:0.471, f1:0.457, mcc:0.003, total+:258, total-:92 @threshold:-0.180, sens:0.952, spec:0.326, ppv:0.305, acc:0.474, f1:0.462, mcc:0.003, total+:259, total-:91 @threshold:-0.183, sens:0.952, spec:0.322, ppv:0.304, acc:0.471, f1:0.461, mcc:0.003, total+:260, total-:90 @threshold:-0.219, sens:0.976, spec:0.307, ppv:0.305, acc:0.466, f1:0.464, mcc:0.003, total+:266, total-:84 @threshold:-0.220, sens:0.976, spec:0.303, ppv:0.303, acc:0.463, f1:0.463, mcc:0.003, total+:267, total-:83 @threshold:-0.486, sens:0.988, spec:0.161, ppv:0.268, acc:0.357, f1:0.422, mcc:0.002, total+:306, total-:44 @threshold:-0.501, sens:0.988, spec:0.157, ppv:0.267, acc:0.354, f1:0.421, mcc:0.002, total+:307, total-:43 @threshold:-1.294, sens:1.000, spec:0.004, ppv:0.238, acc:0.240, f1:0.384, mcc:0.002, total+:349, total-:1 * Vital: Wt-avg19to24 | coef 0.113 95% CI: [0.088 , 0.138] | OR_adj 1.119 [1.092 1.147] | occ: 1417 | OR_unadj: 4.067 [3.209 5.154] | indivs AUC:0.749 Correlated most with: MatDeliveryAge:-0.029 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.026 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.019 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.018 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.009 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.006 * Vital: BMI-latest | coef 0.105 95% CI: [0.083 , 0.127] | OR_adj 1.111 [1.087 1.135] | occ: 1672 | OR_unadj: 4.483 [3.496 5.747] | indivs AUC:0.731 Correlated most with: MatDeliveryAge:-0.053 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.034 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.024 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.024 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.003 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.001 * Vital: BMI-gain0to24 | coef 0.096 95% CI: [0.072 , 0.121] | OR_adj 1.101 [1.075 1.128] | occ: 1391 | OR_unadj: 4.247 [3.349 5.386] | indivs AUC:0.749 Correlated most with: MatDeliveryAge:-0.044 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.021 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.016 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.011 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.009 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.008 * Vital: Wt for Length ZScore-latest | coef 0.058 95% CI: [0.040 , 0.076] | OR_adj 1.059 [1.040 1.078] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.761 Correlated most with: MatDeliveryAge:-0.047 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.036 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.014 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.008 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.008 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.002 * Vital: Wt-gain0to24 | coef 0.055 95% CI: [0.037 , 0.073] | OR_adj 1.056 [1.037 1.076] | occ: 1411 | OR_unadj: 3.949 [3.118 5.001] | indivs AUC:0.735 Correlated most with: MatDeliveryAge:-0.034 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.023 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.017 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.016 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.012 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.005 * Vital: BMI-avg16to19 | coef 0.034 95% CI: [0.023 , 0.046] | OR_adj 1.035 [1.023 1.047] | occ: 1293 | OR_unadj: 3.189 [2.527 4.025] | indivs AUC:0.723 Correlated most with: MatDeliveryAge:-0.057 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.046 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.045 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.040 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.018 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.010 Vital: Ht-avg7to10 | coef -0.028 95% CI: [-0.039 , -0.016] | OR_adj 0.973 [0.962 0.984] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.483 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.032 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.023 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.023 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.018 MatDeliveryAge:0.014 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.004 MatDeliveryAge | coef 0.023 95% CI: [0.015 , 0.030] | OR_adj 1.023 [1.015 1.031] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.529 Correlated most with: MatDeliveryAge:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.025 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.015 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.013 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.012 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.005 * Vital: Wt-latest | coef 0.021 95% CI: [0.013 , 0.030] | OR_adj 1.022 [1.013 1.031] | occ: 1677 | OR_unadj: 4.020 [3.127 5.168] | indivs AUC:0.703 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.054 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.053 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.022 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.020 MatDeliveryAge:0.008 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.002 * Vital: BMI-avg7to10 | coef 0.018 95% CI: [0.006 , 0.030] | OR_adj 1.018 [1.006 1.030] | occ: 1342 | OR_unadj: 2.069 [1.645 2.602] | indivs AUC:0.677 Correlated most with: MatDeliveryAge:-0.062 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.024 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.014 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.010 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.010 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.003 * Vital: Wt for Len Percentile-avg16to19 | coef 0.017 95% CI: [0.009 , 0.026] | OR_adj 1.018 [1.009 1.026] | occ: 1294 | OR_unadj: 3.224 [2.551 4.073] | indivs AUC:0.735 Correlated most with: MatDeliveryAge:-0.089 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.055 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.055 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.025 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.006 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.002 * Vital: Wt for Len Percentile-latest | coef 0.016 95% CI: [0.008 , 0.024] | OR_adj 1.016 [1.008 1.024] | occ: 1601 | OR_unadj: 4.255 [3.294 5.497] | indivs AUC:0.751 Correlated most with: MatDeliveryAge:-0.064 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.033 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.022 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.021 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.008 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.001 * Vital: Wt-avg0to1 | coef 0.015 95% CI: [0.005 , 0.024] | OR_adj 1.015 [1.005 1.025] | occ: 1356 | OR_unadj: 1.489 [1.184 1.873] | indivs AUC:0.573 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.020 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.007 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.007 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.003 MatDeliveryAge:-0.002 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.001 * Vital: Wt for Length ZScore-avg7to10 | coef 0.014 95% CI: [0.006 , 0.022] | OR_adj 1.014 [1.006 1.022] | occ: 1346 | OR_unadj: 2.147 [1.708 2.700] | indivs AUC:0.675 Correlated most with: MatDeliveryAge:-0.069 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.024 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.015 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.007 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.003 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.003 * Vital: BMI-avg10to13 | coef 0.012 95% CI: [0.004 , 0.020] | OR_adj 1.012 [1.004 1.020] | occ: 1400 | OR_unadj: 2.301 [1.830 2.895] | indivs AUC:0.648 Correlated most with: MatDeliveryAge:-0.077 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.043 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.029 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.024 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.024 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.005 * Vital: Wt for Length ZScore-avg13to16 | coef 0.010 95% CI: [0.000 , 0.020] | OR_adj 1.010 [1.000 1.020] | occ: 1285 | OR_unadj: 2.287 [1.818 2.877] | indivs AUC:0.673 Correlated most with: MatDeliveryAge:-0.064 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.021 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.020 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.018 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.003 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.001 * Vital: Wt Percentile-latest | coef 0.010 95% CI: [0.002 , 0.018] | OR_adj 1.010 [1.002 1.018] | occ: 1034 | OR_unadj: 2.653 [2.104 3.345] | indivs AUC:0.695 Correlated most with: MatDeliveryAge:-0.051 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.040 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.038 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.027 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.023 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.022 Vital: Wt-gain1to5 | coef -0.010 95% CI: [-0.017 , -0.003] | OR_adj 0.990 [0.983 0.998] | occ: 1472 | OR_unadj: 0.993 [0.790 1.247] | indivs AUC:0.522 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.060 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.060 MatDeliveryAge:0.025 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.018 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.018 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.015 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.009 95% CI: [0.003 , 0.014] | OR_adj 1.009 [1.003 1.014] | occ: 1123 | OR_unadj: 1.303 [1.018 1.669] | indivs AUC:0.504 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.998 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.310 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.042 MatDeliveryAge:0.013 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.006 * Vital: Wt for Len Percentile-avg5to7 | coef 0.008 95% CI: [0.002 , 0.015] | OR_adj 1.008 [1.002 1.015] | occ: 1198 | OR_unadj: 2.078 [1.634 2.643] | indivs AUC:0.619 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.047 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.047 MatDeliveryAge:-0.045 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.020 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.002 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.001 * Vital: Wt for Length ZScore-avg16to19 | coef 0.008 95% CI: [0.002 , 0.015] | OR_adj 1.008 [1.002 1.015] | occ: 1292 | OR_unadj: 3.143 [2.490 3.966] | indivs AUC:0.718 Correlated most with: MatDeliveryAge:-0.071 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.045 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.044 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.039 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.008 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.007 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef -0.008 95% CI: [-0.014 , -0.002] | OR_adj 0.992 [0.986 0.998] | occ: 1067 | OR_unadj: 1.024 [0.789 1.329] | indivs AUC:0.503 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.046 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.044 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.042 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.042 MatDeliveryAge:0.015 * Vital: Wt for Length Zscore-avg10to13 | coef 0.008 95% CI: [0.004 , 0.013] | OR_adj 1.008 [1.004 1.013] | occ: 1403 | OR_unadj: 2.480 [1.970 3.122] | indivs AUC:0.670 Correlated most with: MatDeliveryAge:-0.078 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.041 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.016 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.016 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.010 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.001 * Vital: BMI-avg3to5 | coef 0.008 95% CI: [0.002 , 0.014] | OR_adj 1.008 [1.002 1.014] | occ: 1314 | OR_unadj: 1.808 [1.437 2.274] | indivs AUC:0.635 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.049 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.049 MatDeliveryAge:-0.029 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.019 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.012 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.004 * Vital: Wt for Length ZScore-avg3to5 | coef 0.007 95% CI: [0.001 , 0.013] | OR_adj 1.007 [1.001 1.013] | occ: 1321 | OR_unadj: 1.681 [1.337 2.114] | indivs AUC:0.639 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.039 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.039 MatDeliveryAge:-0.036 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.023 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.001 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.000 Vital: Ht-gain7to13 | coef -0.006 95% CI: [-0.010 , -0.002] | OR_adj 0.994 [0.990 0.998] | occ: 1476 | OR_unadj: 1.168 [0.864 1.580] | indivs AUC:0.536 Correlated most with: MatDeliveryAge:0.037 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.033 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.033 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.030 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.026 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.001 * Vital: Wt for Length ZScore-avg1to3 | coef 0.006 95% CI: [0.002 , 0.010] | OR_adj 1.006 [1.002 1.010] | occ: 1377 | OR_unadj: 1.349 [1.074 1.693] | indivs AUC:0.564 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.044 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.027 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.027 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.027 MatDeliveryAge:0.026 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.014 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.004 95% CI: [-0.001 , 0.010] | OR_adj 1.004 [0.999 1.010] | occ: 1124 | OR_unadj: 1.167 [0.908 1.500] | indivs AUC:0.513 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.337 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.310 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.309 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.046 MatDeliveryAge:0.025 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest | coef 0.004 95% CI: [0.000 , 0.007] | OR_adj 1.004 [1.000 1.007] | occ: 1129 | OR_unadj: 1.293 [1.010 1.656] | indivs AUC:0.499 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.998 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.309 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.042 MatDeliveryAge:0.012 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.006 * Vital: Wt for Len Percentile-avg10to13 | coef 0.002 95% CI: [-0.003 , 0.008] | OR_adj 1.002 [0.997 1.008] | occ: 1404 | OR_unadj: 2.684 [2.131 3.381] | indivs AUC:0.669 Correlated most with: MatDeliveryAge:-0.077 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.026 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.013 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.011 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.011 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.010 * Vital: Wt for Length ZScore-avg5to7 | coef 0.002 95% CI: [-0.002 , 0.007] | OR_adj 1.002 [0.998 1.007] | occ: 1347 | OR_unadj: 1.778 [1.414 2.235] | indivs AUC:0.617 Correlated most with: MatDeliveryAge:-0.046 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.030 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.029 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.009 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.001 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.001 Vital: Ht-gain0to3 | coef -0.001 95% CI: [-0.004 , 0.002] | OR_adj 0.999 [0.996 1.002] | occ: 1419 | OR_unadj: 1.156 [0.909 1.469] | indivs AUC:0.506 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.043 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.043 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.032 MatDeliveryAge:-0.017 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.010 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.004 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef -0.001 95% CI: [-0.006 , 0.004] | OR_adj 0.999 [0.994 1.004] | occ: 1120 | OR_unadj: 1.085 [0.845 1.392] | indivs AUC:0.463 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.337 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.044 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.006 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.006 MatDeliveryAge:-0.005 Vital: HC-gain1to5 | coef 0.001 95% CI: [-0.005 , 0.006] | OR_adj 1.001 [0.995 1.006] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.445 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.067 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.067 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.037 MatDeliveryAge:-0.003 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.003 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.000 * Vital: Wt for Length ZScore-gain0to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.761 Correlated most with: MatDeliveryAge:-0.047 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.036 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.014 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.008 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.008 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.002 Vital : 0.600061753312 MatDeliveryAge : 0.0225859984905 Census : 0.00791676427568 Time to run analysis 0:00:31.532269 Total Time elapsed 7:58:57.099879 ----------------------------------------------------- boys lasso_fts full randomforest regression Running batch 1 of 7 with 16 nodes Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.899, R^2 test: 0.158 Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.853, R^2 test: 0.186 Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.702, R^2 test: 0.218 Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.621, R^2 test: 0.213 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.912, Explained Variance Score Train: 0.621 AUC Validation: 0.734, Explained Variance Score Validation: 0.253 AUC Test: 0.751, Explained Variance Score Test: 0.290 Bootstrap CV 13, alpha = (3000, 2, 1), R^2 train: 0.911, R^2 test: 0.234 Bootstrap CV 13, alpha = (3000, 2, 2), R^2 train: 0.861, R^2 test: 0.250 Bootstrap CV 13, alpha = (3000, 2, 5), R^2 train: 0.722, R^2 test: 0.263 Bootstrap CV 13, alpha = (3000, 2, 7), R^2 train: 0.657, R^2 test: 0.259 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.920, Explained Variance Score Train: 0.657 AUC Validation: 0.753, Explained Variance Score Validation: 0.279 AUC Test: 0.759, Explained Variance Score Test: 0.268 Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: -0.056 Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.840, R^2 test: -0.039 Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.672, R^2 test: -0.051 Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.592, R^2 test: -0.070 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.927, Explained Variance Score Train: 0.672 AUC Validation: 0.670, Explained Variance Score Validation: 0.130 AUC Test: 0.752, Explained Variance Score Test: 0.304 Bootstrap CV 10, alpha = (3000, 2, 1), R^2 train: 0.881, R^2 test: 0.053 Bootstrap CV 10, alpha = (3000, 2, 2), R^2 train: 0.815, R^2 test: 0.064 Bootstrap CV 10, alpha = (3000, 2, 5), R^2 train: 0.646, R^2 test: 0.097 Bootstrap CV 10, alpha = (3000, 2, 7), R^2 train: 0.573, R^2 test: 0.113 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.910, Explained Variance Score Train: 0.573 AUC Validation: 0.716, Explained Variance Score Validation: 0.211 AUC Test: 0.744, Explained Variance Score Test: 0.272 Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.846, R^2 test: 0.272 Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.807, R^2 test: 0.271 Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.668, R^2 test: 0.256 Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.591, R^2 test: 0.245 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.927, Explained Variance Score Train: 0.668 AUC Validation: 0.757, Explained Variance Score Validation: 0.261 AUC Test: 0.738, Explained Variance Score Test: 0.258 Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.366 Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.835, R^2 test: 0.373 Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.676, R^2 test: 0.381 Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.600, R^2 test: 0.377 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.917, Explained Variance Score Train: 0.600 AUC Validation: 0.848, Explained Variance Score Validation: 0.377 AUC Test: 0.737, Explained Variance Score Test: 0.278 Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.884, R^2 test: 0.289 Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.816, R^2 test: 0.281 Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.639, R^2 test: 0.263 Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.554, R^2 test: 0.248 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.933, Explained Variance Score Train: 0.554 AUC Validation: 0.723, Explained Variance Score Validation: 0.249 AUC Test: 0.730, Explained Variance Score Test: 0.265 Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.879, R^2 test: 0.052 Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.801, R^2 test: 0.124 Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.633, R^2 test: 0.188 Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.562, R^2 test: 0.188 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.915, Explained Variance Score Train: 0.562 AUC Validation: 0.689, Explained Variance Score Validation: 0.190 AUC Test: 0.726, Explained Variance Score Test: 0.238 Bootstrap CV 15, alpha = (3000, 2, 1), R^2 train: 0.883, R^2 test: 0.146 Bootstrap CV 15, alpha = (3000, 2, 2), R^2 train: 0.806, R^2 test: 0.171 Bootstrap CV 15, alpha = (3000, 2, 5), R^2 train: 0.622, R^2 test: 0.210 Bootstrap CV 15, alpha = (3000, 2, 7), R^2 train: 0.542, R^2 test: 0.221 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.932, Explained Variance Score Train: 0.622 AUC Validation: 0.745, Explained Variance Score Validation: 0.210 AUC Test: 0.747, Explained Variance Score Test: 0.268 Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.868, R^2 test: 0.069 Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.796, R^2 test: 0.159 Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.606, R^2 test: 0.235 Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.523, R^2 test: 0.247 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.925, Explained Variance Score Train: 0.524 AUC Validation: 0.759, Explained Variance Score Validation: 0.253 AUC Test: 0.753, Explained Variance Score Test: 0.244 Bootstrap CV 11, alpha = (3000, 2, 1), R^2 train: 0.904, R^2 test: -0.306 Bootstrap CV 11, alpha = (3000, 2, 2), R^2 train: 0.830, R^2 test: -0.155 Bootstrap CV 11, alpha = (3000, 2, 5), R^2 train: 0.654, R^2 test: -0.027 Bootstrap CV 11, alpha = (3000, 2, 7), R^2 train: 0.576, R^2 test: -0.002 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.917, Explained Variance Score Train: 0.576 AUC Validation: 0.585, Explained Variance Score Validation: 0.010 AUC Test: 0.762, Explained Variance Score Test: 0.288 Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.905, R^2 test: 0.105 Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.855, R^2 test: 0.094 Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.695, R^2 test: 0.097 Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.628, R^2 test: 0.092 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.916, Explained Variance Score Train: 0.628 AUC Validation: 0.767, Explained Variance Score Validation: 0.096 AUC Test: 0.739, Explained Variance Score Test: 0.243 Bootstrap CV 12, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.360 Bootstrap CV 12, alpha = (3000, 2, 2), R^2 train: 0.842, R^2 test: 0.353 Bootstrap CV 12, alpha = (3000, 2, 5), R^2 train: 0.664, R^2 test: 0.342 Bootstrap CV 12, alpha = (3000, 2, 7), R^2 train: 0.589, R^2 test: 0.336 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.908, Explained Variance Score Train: 0.589 AUC Validation: 0.705, Explained Variance Score Validation: 0.336 AUC Test: 0.744, Explained Variance Score Test: 0.301 Bootstrap CV 14, alpha = (3000, 2, 1), R^2 train: 0.845, R^2 test: 0.339 Bootstrap CV 14, alpha = (3000, 2, 2), R^2 train: 0.809, R^2 test: 0.342 Bootstrap CV 14, alpha = (3000, 2, 5), R^2 train: 0.677, R^2 test: 0.340 Bootstrap CV 14, alpha = (3000, 2, 7), R^2 train: 0.606, R^2 test: 0.329 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.933, Explained Variance Score Train: 0.606 AUC Validation: 0.799, Explained Variance Score Validation: 0.332 AUC Test: 0.760, Explained Variance Score Test: 0.254 Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.876, R^2 test: 0.021 Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.821, R^2 test: 0.024 Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.640, R^2 test: 0.109 Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.554, R^2 test: 0.111 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.926, Explained Variance Score Train: 0.640 AUC Validation: 0.688, Explained Variance Score Validation: 0.127 AUC Test: 0.741, Explained Variance Score Test: 0.260 Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.900, R^2 test: 0.048 Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.847, R^2 test: 0.045 Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.674, R^2 test: 0.068 Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.604, R^2 test: 0.125 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.929, Explained Variance Score Train: 0.604 AUC Validation: 0.638, Explained Variance Score Validation: 0.158 AUC Test: 0.755, Explained Variance Score Test: 0.269 Running batch 2 of 7 with 16 nodes Bootstrap CV 28, alpha = (3000, 2, 1), R^2 train: 0.885, R^2 test: 0.280 Bootstrap CV 28, alpha = (3000, 2, 2), R^2 train: 0.827, R^2 test: 0.310 Bootstrap CV 28, alpha = (3000, 2, 5), R^2 train: 0.679, R^2 test: 0.312 Bootstrap CV 28, alpha = (3000, 2, 7), R^2 train: 0.598, R^2 test: 0.306 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.930, Explained Variance Score Train: 0.599 AUC Validation: 0.780, Explained Variance Score Validation: 0.321 AUC Test: 0.762, Explained Variance Score Test: 0.297 Bootstrap CV 31, alpha = (3000, 2, 1), R^2 train: 0.907, R^2 test: 0.164 Bootstrap CV 31, alpha = (3000, 2, 2), R^2 train: 0.858, R^2 test: 0.162 Bootstrap CV 31, alpha = (3000, 2, 5), R^2 train: 0.696, R^2 test: 0.177 Bootstrap CV 31, alpha = (3000, 2, 7), R^2 train: 0.623, R^2 test: 0.189 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.911, Explained Variance Score Train: 0.623 AUC Validation: 0.666, Explained Variance Score Validation: 0.202 AUC Test: 0.750, Explained Variance Score Test: 0.291 Bootstrap CV 29, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.221 Bootstrap CV 29, alpha = (3000, 2, 2), R^2 train: 0.860, R^2 test: 0.207 Bootstrap CV 29, alpha = (3000, 2, 5), R^2 train: 0.729, R^2 test: 0.207 Bootstrap CV 29, alpha = (3000, 2, 7), R^2 train: 0.662, R^2 test: 0.209 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.969, Explained Variance Score Train: 0.860 AUC Validation: 0.743, Explained Variance Score Validation: 0.209 AUC Test: 0.754, Explained Variance Score Test: 0.278 Bootstrap CV 18, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.373 Bootstrap CV 18, alpha = (3000, 2, 2), R^2 train: 0.842, R^2 test: 0.379 Bootstrap CV 18, alpha = (3000, 2, 5), R^2 train: 0.682, R^2 test: 0.387 Bootstrap CV 18, alpha = (3000, 2, 7), R^2 train: 0.614, R^2 test: 0.381 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.881, Explained Variance Score Train: 0.614 AUC Validation: 0.790, Explained Variance Score Validation: 0.387 AUC Test: 0.750, Explained Variance Score Test: 0.309 Bootstrap CV 23, alpha = (3000, 2, 1), R^2 train: 0.873, R^2 test: 0.365 Bootstrap CV 23, alpha = (3000, 2, 2), R^2 train: 0.775, R^2 test: 0.381 Bootstrap CV 23, alpha = (3000, 2, 5), R^2 train: 0.586, R^2 test: 0.340 Bootstrap CV 23, alpha = (3000, 2, 7), R^2 train: 0.507, R^2 test: 0.333 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.930, Explained Variance Score Train: 0.586 AUC Validation: 0.768, Explained Variance Score Validation: 0.353 AUC Test: 0.745, Explained Variance Score Test: 0.267 Bootstrap CV 16, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.205 Bootstrap CV 16, alpha = (3000, 2, 2), R^2 train: 0.837, R^2 test: 0.189 Bootstrap CV 16, alpha = (3000, 2, 5), R^2 train: 0.679, R^2 test: 0.209 Bootstrap CV 16, alpha = (3000, 2, 7), R^2 train: 0.606, R^2 test: 0.211 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.962, Explained Variance Score Train: 0.679 AUC Validation: 0.797, Explained Variance Score Validation: 0.211 AUC Test: 0.757, Explained Variance Score Test: 0.304 Bootstrap CV 26, alpha = (3000, 2, 1), R^2 train: 0.883, R^2 test: 0.268 Bootstrap CV 26, alpha = (3000, 2, 2), R^2 train: 0.817, R^2 test: 0.268 Bootstrap CV 26, alpha = (3000, 2, 5), R^2 train: 0.623, R^2 test: 0.277 Bootstrap CV 26, alpha = (3000, 2, 7), R^2 train: 0.551, R^2 test: 0.284 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.887, Explained Variance Score Train: 0.551 AUC Validation: 0.676, Explained Variance Score Validation: 0.284 AUC Test: 0.753, Explained Variance Score Test: 0.283 Bootstrap CV 25, alpha = (3000, 2, 1), R^2 train: 0.898, R^2 test: 0.215 Bootstrap CV 25, alpha = (3000, 2, 2), R^2 train: 0.839, R^2 test: 0.225 Bootstrap CV 25, alpha = (3000, 2, 5), R^2 train: 0.692, R^2 test: 0.241 Bootstrap CV 25, alpha = (3000, 2, 7), R^2 train: 0.619, R^2 test: 0.259 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.928, Explained Variance Score Train: 0.619 AUC Validation: 0.735, Explained Variance Score Validation: 0.267 AUC Test: 0.747, Explained Variance Score Test: 0.265 Bootstrap CV 19, alpha = (3000, 2, 1), R^2 train: 0.926, R^2 test: 0.209 Bootstrap CV 19, alpha = (3000, 2, 2), R^2 train: 0.901, R^2 test: 0.219 Bootstrap CV 19, alpha = (3000, 2, 5), R^2 train: 0.777, R^2 test: 0.175 Bootstrap CV 19, alpha = (3000, 2, 7), R^2 train: 0.713, R^2 test: 0.151 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.987, Explained Variance Score Train: 0.901 AUC Validation: 0.749, Explained Variance Score Validation: 0.220 AUC Test: 0.745, Explained Variance Score Test: 0.265 Bootstrap CV 21, alpha = (3000, 2, 1), R^2 train: 0.893, R^2 test: 0.303 Bootstrap CV 21, alpha = (3000, 2, 2), R^2 train: 0.846, R^2 test: 0.307 Bootstrap CV 21, alpha = (3000, 2, 5), R^2 train: 0.682, R^2 test: 0.319 Bootstrap CV 21, alpha = (3000, 2, 7), R^2 train: 0.601, R^2 test: 0.315 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.931, Explained Variance Score Train: 0.682 AUC Validation: 0.728, Explained Variance Score Validation: 0.321 AUC Test: 0.742, Explained Variance Score Test: 0.293 Bootstrap CV 17, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.113 Bootstrap CV 17, alpha = (3000, 2, 2), R^2 train: 0.853, R^2 test: 0.134 Bootstrap CV 17, alpha = (3000, 2, 5), R^2 train: 0.706, R^2 test: 0.148 Bootstrap CV 17, alpha = (3000, 2, 7), R^2 train: 0.631, R^2 test: 0.154 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.915, Explained Variance Score Train: 0.631 AUC Validation: 0.720, Explained Variance Score Validation: 0.159 AUC Test: 0.740, Explained Variance Score Test: 0.270 Bootstrap CV 27, alpha = (3000, 2, 1), R^2 train: 0.881, R^2 test: 0.326 Bootstrap CV 27, alpha = (3000, 2, 2), R^2 train: 0.794, R^2 test: 0.337 Bootstrap CV 27, alpha = (3000, 2, 5), R^2 train: 0.618, R^2 test: 0.333 Bootstrap CV 27, alpha = (3000, 2, 7), R^2 train: 0.546, R^2 test: 0.312 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.930, Explained Variance Score Train: 0.618 AUC Validation: 0.816, Explained Variance Score Validation: 0.352 AUC Test: 0.772, Explained Variance Score Test: 0.320 Bootstrap CV 30, alpha = (3000, 2, 1), R^2 train: 0.887, R^2 test: 0.119 Bootstrap CV 30, alpha = (3000, 2, 2), R^2 train: 0.841, R^2 test: 0.118 Bootstrap CV 30, alpha = (3000, 2, 5), R^2 train: 0.671, R^2 test: 0.106 Bootstrap CV 30, alpha = (3000, 2, 7), R^2 train: 0.582, R^2 test: 0.090 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.928, Explained Variance Score Train: 0.671 AUC Validation: 0.718, Explained Variance Score Validation: 0.108 AUC Test: 0.754, Explained Variance Score Test: 0.274 Bootstrap CV 20, alpha = (3000, 2, 1), R^2 train: 0.903, R^2 test: 0.012 Bootstrap CV 20, alpha = (3000, 2, 2), R^2 train: 0.858, R^2 test: 0.017 Bootstrap CV 20, alpha = (3000, 2, 5), R^2 train: 0.705, R^2 test: 0.043 Bootstrap CV 20, alpha = (3000, 2, 7), R^2 train: 0.628, R^2 test: 0.046 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.933, Explained Variance Score Train: 0.705 AUC Validation: 0.649, Explained Variance Score Validation: 0.051 AUC Test: 0.767, Explained Variance Score Test: 0.300 Bootstrap CV 22, alpha = (3000, 2, 1), R^2 train: 0.914, R^2 test: 0.252 Bootstrap CV 22, alpha = (3000, 2, 2), R^2 train: 0.871, R^2 test: 0.251 Bootstrap CV 22, alpha = (3000, 2, 5), R^2 train: 0.707, R^2 test: 0.306 Bootstrap CV 22, alpha = (3000, 2, 7), R^2 train: 0.631, R^2 test: 0.328 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.892, Explained Variance Score Train: 0.631 AUC Validation: 0.804, Explained Variance Score Validation: 0.328 AUC Test: 0.746, Explained Variance Score Test: 0.294 Bootstrap CV 24, alpha = (3000, 2, 1), R^2 train: 0.899, R^2 test: 0.360 Bootstrap CV 24, alpha = (3000, 2, 2), R^2 train: 0.843, R^2 test: 0.345 Bootstrap CV 24, alpha = (3000, 2, 5), R^2 train: 0.672, R^2 test: 0.332 Bootstrap CV 24, alpha = (3000, 2, 7), R^2 train: 0.602, R^2 test: 0.347 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.869, Explained Variance Score Train: 0.602 AUC Validation: 0.769, Explained Variance Score Validation: 0.350 AUC Test: 0.762, Explained Variance Score Test: 0.297 Running batch 3 of 7 with 16 nodes Bootstrap CV 41, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.127 Bootstrap CV 41, alpha = (3000, 2, 2), R^2 train: 0.838, R^2 test: 0.179 Bootstrap CV 41, alpha = (3000, 2, 5), R^2 train: 0.623, R^2 test: 0.302 Bootstrap CV 41, alpha = (3000, 2, 7), R^2 train: 0.540, R^2 test: 0.308 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.950, Explained Variance Score Train: 0.623 AUC Validation: 0.824, Explained Variance Score Validation: 0.333 AUC Test: 0.758, Explained Variance Score Test: 0.313 Bootstrap CV 45, alpha = (3000, 2, 1), R^2 train: 0.905, R^2 test: 0.077 Bootstrap CV 45, alpha = (3000, 2, 2), R^2 train: 0.852, R^2 test: 0.077 Bootstrap CV 45, alpha = (3000, 2, 5), R^2 train: 0.695, R^2 test: 0.070 Bootstrap CV 45, alpha = (3000, 2, 7), R^2 train: 0.621, R^2 test: 0.068 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.937, Explained Variance Score Train: 0.621 AUC Validation: 0.803, Explained Variance Score Validation: 0.078 AUC Test: 0.750, Explained Variance Score Test: 0.266 Bootstrap CV 39, alpha = (3000, 2, 1), R^2 train: 0.901, R^2 test: 0.075 Bootstrap CV 39, alpha = (3000, 2, 2), R^2 train: 0.849, R^2 test: 0.115 Bootstrap CV 39, alpha = (3000, 2, 5), R^2 train: 0.703, R^2 test: 0.142 Bootstrap CV 39, alpha = (3000, 2, 7), R^2 train: 0.635, R^2 test: 0.151 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.931, Explained Variance Score Train: 0.703 AUC Validation: 0.739, Explained Variance Score Validation: 0.150 AUC Test: 0.749, Explained Variance Score Test: 0.288 Bootstrap CV 46, alpha = (3000, 2, 1), R^2 train: 0.901, R^2 test: 0.146 Bootstrap CV 46, alpha = (3000, 2, 2), R^2 train: 0.853, R^2 test: 0.147 Bootstrap CV 46, alpha = (3000, 2, 5), R^2 train: 0.694, R^2 test: 0.166 Bootstrap CV 46, alpha = (3000, 2, 7), R^2 train: 0.622, R^2 test: 0.171 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.913, Explained Variance Score Train: 0.622 AUC Validation: 0.597, Explained Variance Score Validation: 0.174 AUC Test: 0.765, Explained Variance Score Test: 0.316 Bootstrap CV 38, alpha = (3000, 2, 1), R^2 train: 0.887, R^2 test: 0.230 Bootstrap CV 38, alpha = (3000, 2, 2), R^2 train: 0.810, R^2 test: 0.273 Bootstrap CV 38, alpha = (3000, 2, 5), R^2 train: 0.623, R^2 test: 0.326 Bootstrap CV 38, alpha = (3000, 2, 7), R^2 train: 0.551, R^2 test: 0.328 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.986, Explained Variance Score Train: 0.810 AUC Validation: 0.777, Explained Variance Score Validation: 0.304 AUC Test: 0.758, Explained Variance Score Test: 0.317 Bootstrap CV 34, alpha = (3000, 2, 1), R^2 train: 0.869, R^2 test: 0.093 Bootstrap CV 34, alpha = (3000, 2, 2), R^2 train: 0.785, R^2 test: 0.147 Bootstrap CV 34, alpha = (3000, 2, 5), R^2 train: 0.584, R^2 test: 0.266 Bootstrap CV 34, alpha = (3000, 2, 7), R^2 train: 0.512, R^2 test: 0.265 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.889, Explained Variance Score Train: 0.584 AUC Validation: 0.749, Explained Variance Score Validation: 0.268 AUC Test: 0.775, Explained Variance Score Test: 0.310 Bootstrap CV 47, alpha = (3000, 2, 1), R^2 train: 0.890, R^2 test: 0.251 Bootstrap CV 47, alpha = (3000, 2, 2), R^2 train: 0.813, R^2 test: 0.255 Bootstrap CV 47, alpha = (3000, 2, 5), R^2 train: 0.637, R^2 test: 0.260 Bootstrap CV 47, alpha = (3000, 2, 7), R^2 train: 0.565, R^2 test: 0.260 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.928, Explained Variance Score Train: 0.565 AUC Validation: 0.734, Explained Variance Score Validation: 0.280 AUC Test: 0.752, Explained Variance Score Test: 0.265 Bootstrap CV 42, alpha = (3000, 2, 1), R^2 train: 0.887, R^2 test: -0.045 Bootstrap CV 42, alpha = (3000, 2, 2), R^2 train: 0.806, R^2 test: -0.021 Bootstrap CV 42, alpha = (3000, 2, 5), R^2 train: 0.634, R^2 test: 0.001 Bootstrap CV 42, alpha = (3000, 2, 7), R^2 train: 0.568, R^2 test: 0.021 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.933, Explained Variance Score Train: 0.568 AUC Validation: 0.669, Explained Variance Score Validation: 0.092 AUC Test: 0.749, Explained Variance Score Test: 0.261 Bootstrap CV 43, alpha = (3000, 2, 1), R^2 train: 0.893, R^2 test: 0.122 Bootstrap CV 43, alpha = (3000, 2, 2), R^2 train: 0.846, R^2 test: 0.141 Bootstrap CV 43, alpha = (3000, 2, 5), R^2 train: 0.672, R^2 test: 0.141 Bootstrap CV 43, alpha = (3000, 2, 7), R^2 train: 0.591, R^2 test: 0.148 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.916, Explained Variance Score Train: 0.672 AUC Validation: 0.664, Explained Variance Score Validation: 0.151 AUC Test: 0.750, Explained Variance Score Test: 0.290 Bootstrap CV 33, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.188 Bootstrap CV 33, alpha = (3000, 2, 2), R^2 train: 0.847, R^2 test: 0.215 Bootstrap CV 33, alpha = (3000, 2, 5), R^2 train: 0.687, R^2 test: 0.223 Bootstrap CV 33, alpha = (3000, 2, 7), R^2 train: 0.610, R^2 test: 0.212 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.918, Explained Variance Score Train: 0.610 AUC Validation: 0.653, Explained Variance Score Validation: 0.219 AUC Test: 0.745, Explained Variance Score Test: 0.270 Bootstrap CV 36, alpha = (3000, 2, 1), R^2 train: 0.879, R^2 test: 0.147 Bootstrap CV 36, alpha = (3000, 2, 2), R^2 train: 0.818, R^2 test: 0.172 Bootstrap CV 36, alpha = (3000, 2, 5), R^2 train: 0.637, R^2 test: 0.203 Bootstrap CV 36, alpha = (3000, 2, 7), R^2 train: 0.546, R^2 test: 0.206 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.914, Explained Variance Score Train: 0.546 AUC Validation: 0.733, Explained Variance Score Validation: 0.208 AUC Test: 0.775, Explained Variance Score Test: 0.271 Bootstrap CV 35, alpha = (3000, 2, 1), R^2 train: 0.885, R^2 test: 0.184 Bootstrap CV 35, alpha = (3000, 2, 2), R^2 train: 0.812, R^2 test: 0.207 Bootstrap CV 35, alpha = (3000, 2, 5), R^2 train: 0.634, R^2 test: 0.182 Bootstrap CV 35, alpha = (3000, 2, 7), R^2 train: 0.553, R^2 test: 0.188 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.875, Explained Variance Score Train: 0.553 AUC Validation: 0.675, Explained Variance Score Validation: 0.194 AUC Test: 0.757, Explained Variance Score Test: 0.280 Bootstrap CV 32, alpha = (3000, 2, 1), R^2 train: 0.899, R^2 test: 0.026 Bootstrap CV 32, alpha = (3000, 2, 2), R^2 train: 0.843, R^2 test: 0.044 Bootstrap CV 32, alpha = (3000, 2, 5), R^2 train: 0.676, R^2 test: 0.046 Bootstrap CV 32, alpha = (3000, 2, 7), R^2 train: 0.606, R^2 test: 0.048 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.923, Explained Variance Score Train: 0.606 AUC Validation: 0.675, Explained Variance Score Validation: 0.127 AUC Test: 0.741, Explained Variance Score Test: 0.284 Bootstrap CV 37, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.116 Bootstrap CV 37, alpha = (3000, 2, 2), R^2 train: 0.850, R^2 test: 0.123 Bootstrap CV 37, alpha = (3000, 2, 5), R^2 train: 0.678, R^2 test: 0.123 Bootstrap CV 37, alpha = (3000, 2, 7), R^2 train: 0.600, R^2 test: 0.133 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.911, Explained Variance Score Train: 0.600 AUC Validation: 0.733, Explained Variance Score Validation: 0.145 AUC Test: 0.747, Explained Variance Score Test: 0.278 Bootstrap CV 40, alpha = (3000, 2, 1), R^2 train: 0.889, R^2 test: 0.144 Bootstrap CV 40, alpha = (3000, 2, 2), R^2 train: 0.839, R^2 test: 0.137 Bootstrap CV 40, alpha = (3000, 2, 5), R^2 train: 0.670, R^2 test: 0.181 Bootstrap CV 40, alpha = (3000, 2, 7), R^2 train: 0.587, R^2 test: 0.204 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.886, Explained Variance Score Train: 0.587 AUC Validation: 0.752, Explained Variance Score Validation: 0.207 AUC Test: 0.746, Explained Variance Score Test: 0.273 Bootstrap CV 44, alpha = (3000, 2, 1), R^2 train: 0.885, R^2 test: 0.017 Bootstrap CV 44, alpha = (3000, 2, 2), R^2 train: 0.816, R^2 test: 0.073 Bootstrap CV 44, alpha = (3000, 2, 5), R^2 train: 0.621, R^2 test: 0.133 Bootstrap CV 44, alpha = (3000, 2, 7), R^2 train: 0.545, R^2 test: 0.171 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.909, Explained Variance Score Train: 0.545 AUC Validation: 0.687, Explained Variance Score Validation: 0.197 AUC Test: 0.753, Explained Variance Score Test: 0.287 Running batch 4 of 7 with 16 nodes Bootstrap CV 62, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.435 Bootstrap CV 62, alpha = (3000, 2, 2), R^2 train: 0.842, R^2 test: 0.454 Bootstrap CV 62, alpha = (3000, 2, 5), R^2 train: 0.660, R^2 test: 0.413 Bootstrap CV 62, alpha = (3000, 2, 7), R^2 train: 0.582, R^2 test: 0.379 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.947, Explained Variance Score Train: 0.660 AUC Validation: 0.872, Explained Variance Score Validation: 0.419 AUC Test: 0.752, Explained Variance Score Test: 0.275 Bootstrap CV 57, alpha = (3000, 2, 1), R^2 train: 0.915, R^2 test: 0.101 Bootstrap CV 57, alpha = (3000, 2, 2), R^2 train: 0.883, R^2 test: 0.097 Bootstrap CV 57, alpha = (3000, 2, 5), R^2 train: 0.729, R^2 test: 0.101 Bootstrap CV 57, alpha = (3000, 2, 7), R^2 train: 0.663, R^2 test: 0.113 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.928, Explained Variance Score Train: 0.663 AUC Validation: 0.595, Explained Variance Score Validation: 0.113 AUC Test: 0.772, Explained Variance Score Test: 0.324 Bootstrap CV 54, alpha = (3000, 2, 1), R^2 train: 0.908, R^2 test: 0.195 Bootstrap CV 54, alpha = (3000, 2, 2), R^2 train: 0.864, R^2 test: 0.198 Bootstrap CV 54, alpha = (3000, 2, 5), R^2 train: 0.710, R^2 test: 0.221 Bootstrap CV 54, alpha = (3000, 2, 7), R^2 train: 0.641, R^2 test: 0.200 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.931, Explained Variance Score Train: 0.710 AUC Validation: 0.806, Explained Variance Score Validation: 0.241 AUC Test: 0.778, Explained Variance Score Test: 0.319 Bootstrap CV 51, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.179 Bootstrap CV 51, alpha = (3000, 2, 2), R^2 train: 0.845, R^2 test: 0.210 Bootstrap CV 51, alpha = (3000, 2, 5), R^2 train: 0.676, R^2 test: 0.231 Bootstrap CV 51, alpha = (3000, 2, 7), R^2 train: 0.604, R^2 test: 0.228 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.940, Explained Variance Score Train: 0.676 AUC Validation: 0.711, Explained Variance Score Validation: 0.231 AUC Test: 0.767, Explained Variance Score Test: 0.324 Bootstrap CV 61, alpha = (3000, 2, 1), R^2 train: 0.866, R^2 test: 0.167 Bootstrap CV 61, alpha = (3000, 2, 2), R^2 train: 0.760, R^2 test: 0.267 Bootstrap CV 61, alpha = (3000, 2, 5), R^2 train: 0.557, R^2 test: 0.287 Bootstrap CV 61, alpha = (3000, 2, 7), R^2 train: 0.483, R^2 test: 0.274 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.888, Explained Variance Score Train: 0.483 AUC Validation: 0.791, Explained Variance Score Validation: 0.299 AUC Test: 0.748, Explained Variance Score Test: 0.271 Bootstrap CV 63, alpha = (3000, 2, 1), R^2 train: 0.912, R^2 test: -0.802 Bootstrap CV 63, alpha = (3000, 2, 2), R^2 train: 0.856, R^2 test: -0.379 Bootstrap CV 63, alpha = (3000, 2, 5), R^2 train: 0.718, R^2 test: -0.123 Bootstrap CV 63, alpha = (3000, 2, 7), R^2 train: 0.659, R^2 test: -0.086 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.923, Explained Variance Score Train: 0.659 AUC Validation: 0.664, Explained Variance Score Validation: -0.020 AUC Test: 0.746, Explained Variance Score Test: 0.248 Bootstrap CV 56, alpha = (3000, 2, 1), R^2 train: 0.898, R^2 test: 0.322 Bootstrap CV 56, alpha = (3000, 2, 2), R^2 train: 0.843, R^2 test: 0.322 Bootstrap CV 56, alpha = (3000, 2, 5), R^2 train: 0.685, R^2 test: 0.309 Bootstrap CV 56, alpha = (3000, 2, 7), R^2 train: 0.601, R^2 test: 0.311 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.899, Explained Variance Score Train: 0.601 AUC Validation: 0.741, Explained Variance Score Validation: 0.311 AUC Test: 0.747, Explained Variance Score Test: 0.300 Bootstrap CV 49, alpha = (3000, 2, 1), R^2 train: 0.874, R^2 test: 0.238 Bootstrap CV 49, alpha = (3000, 2, 2), R^2 train: 0.799, R^2 test: 0.224 Bootstrap CV 49, alpha = (3000, 2, 5), R^2 train: 0.604, R^2 test: 0.196 Bootstrap CV 49, alpha = (3000, 2, 7), R^2 train: 0.524, R^2 test: 0.200 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.926, Explained Variance Score Train: 0.524 AUC Validation: 0.794, Explained Variance Score Validation: 0.242 AUC Test: 0.748, Explained Variance Score Test: 0.261 Bootstrap CV 55, alpha = (3000, 2, 1), R^2 train: 0.878, R^2 test: 0.075 Bootstrap CV 55, alpha = (3000, 2, 2), R^2 train: 0.803, R^2 test: 0.073 Bootstrap CV 55, alpha = (3000, 2, 5), R^2 train: 0.634, R^2 test: 0.060 Bootstrap CV 55, alpha = (3000, 2, 7), R^2 train: 0.563, R^2 test: 0.056 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.923, Explained Variance Score Train: 0.564 AUC Validation: 0.697, Explained Variance Score Validation: 0.056 AUC Test: 0.747, Explained Variance Score Test: 0.251 Bootstrap CV 53, alpha = (3000, 2, 1), R^2 train: 0.882, R^2 test: 0.101 Bootstrap CV 53, alpha = (3000, 2, 2), R^2 train: 0.826, R^2 test: 0.138 Bootstrap CV 53, alpha = (3000, 2, 5), R^2 train: 0.655, R^2 test: 0.148 Bootstrap CV 53, alpha = (3000, 2, 7), R^2 train: 0.571, R^2 test: 0.172 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.904, Explained Variance Score Train: 0.571 AUC Validation: 0.660, Explained Variance Score Validation: 0.172 AUC Test: 0.733, Explained Variance Score Test: 0.274 Bootstrap CV 59, alpha = (3000, 2, 1), R^2 train: 0.887, R^2 test: -0.157 Bootstrap CV 59, alpha = (3000, 2, 2), R^2 train: 0.822, R^2 test: -0.114 Bootstrap CV 59, alpha = (3000, 2, 5), R^2 train: 0.637, R^2 test: -0.030 Bootstrap CV 59, alpha = (3000, 2, 7), R^2 train: 0.550, R^2 test: 0.007 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.904, Explained Variance Score Train: 0.550 AUC Validation: 0.719, Explained Variance Score Validation: 0.079 AUC Test: 0.747, Explained Variance Score Test: 0.279 Bootstrap CV 48, alpha = (3000, 2, 1), R^2 train: 0.905, R^2 test: 0.484 Bootstrap CV 48, alpha = (3000, 2, 2), R^2 train: 0.862, R^2 test: 0.483 Bootstrap CV 48, alpha = (3000, 2, 5), R^2 train: 0.699, R^2 test: 0.438 Bootstrap CV 48, alpha = (3000, 2, 7), R^2 train: 0.610, R^2 test: 0.400 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.934, Explained Variance Score Train: 0.610 AUC Validation: 0.857, Explained Variance Score Validation: 0.403 AUC Test: 0.749, Explained Variance Score Test: 0.311 Bootstrap CV 60, alpha = (3000, 2, 1), R^2 train: 0.911, R^2 test: 0.313 Bootstrap CV 60, alpha = (3000, 2, 2), R^2 train: 0.868, R^2 test: 0.322 Bootstrap CV 60, alpha = (3000, 2, 5), R^2 train: 0.731, R^2 test: 0.317 Bootstrap CV 60, alpha = (3000, 2, 7), R^2 train: 0.649, R^2 test: 0.314 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.928, Explained Variance Score Train: 0.649 AUC Validation: 0.726, Explained Variance Score Validation: 0.317 AUC Test: 0.757, Explained Variance Score Test: 0.286 Bootstrap CV 58, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.127 Bootstrap CV 58, alpha = (3000, 2, 2), R^2 train: 0.845, R^2 test: 0.152 Bootstrap CV 58, alpha = (3000, 2, 5), R^2 train: 0.688, R^2 test: 0.182 Bootstrap CV 58, alpha = (3000, 2, 7), R^2 train: 0.614, R^2 test: 0.192 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.986, Explained Variance Score Train: 0.891 AUC Validation: 0.744, Explained Variance Score Validation: 0.141 AUC Test: 0.757, Explained Variance Score Test: 0.298 Bootstrap CV 52, alpha = (3000, 2, 1), R^2 train: 0.881, R^2 test: 0.245 Bootstrap CV 52, alpha = (3000, 2, 2), R^2 train: 0.803, R^2 test: 0.240 Bootstrap CV 52, alpha = (3000, 2, 5), R^2 train: 0.621, R^2 test: 0.282 Bootstrap CV 52, alpha = (3000, 2, 7), R^2 train: 0.544, R^2 test: 0.300 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.940, Explained Variance Score Train: 0.544 AUC Validation: 0.737, Explained Variance Score Validation: 0.302 AUC Test: 0.758, Explained Variance Score Test: 0.285 Bootstrap CV 50, alpha = (3000, 2, 1), R^2 train: 0.899, R^2 test: -0.018 Bootstrap CV 50, alpha = (3000, 2, 2), R^2 train: 0.837, R^2 test: 0.100 Bootstrap CV 50, alpha = (3000, 2, 5), R^2 train: 0.663, R^2 test: 0.176 Bootstrap CV 50, alpha = (3000, 2, 7), R^2 train: 0.578, R^2 test: 0.199 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.887, Explained Variance Score Train: 0.578 AUC Validation: 0.678, Explained Variance Score Validation: 0.201 AUC Test: 0.740, Explained Variance Score Test: 0.293 Running batch 5 of 7 with 16 nodes Bootstrap CV 65, alpha = (3000, 2, 1), R^2 train: 0.901, R^2 test: 0.386 Bootstrap CV 65, alpha = (3000, 2, 2), R^2 train: 0.844, R^2 test: 0.398 Bootstrap CV 65, alpha = (3000, 2, 5), R^2 train: 0.695, R^2 test: 0.421 Bootstrap CV 65, alpha = (3000, 2, 7), R^2 train: 0.626, R^2 test: 0.421 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.922, Explained Variance Score Train: 0.626 AUC Validation: 0.795, Explained Variance Score Validation: 0.429 AUC Test: 0.739, Explained Variance Score Test: 0.275 Bootstrap CV 71, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.306 Bootstrap CV 71, alpha = (3000, 2, 2), R^2 train: 0.849, R^2 test: 0.315 Bootstrap CV 71, alpha = (3000, 2, 5), R^2 train: 0.693, R^2 test: 0.305 Bootstrap CV 71, alpha = (3000, 2, 7), R^2 train: 0.613, R^2 test: 0.286 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.915, Explained Variance Score Train: 0.613 AUC Validation: 0.701, Explained Variance Score Validation: 0.286 AUC Test: 0.738, Explained Variance Score Test: 0.255 Bootstrap CV 74, alpha = (3000, 2, 1), R^2 train: 0.888, R^2 test: 0.232 Bootstrap CV 74, alpha = (3000, 2, 2), R^2 train: 0.836, R^2 test: 0.204 Bootstrap CV 74, alpha = (3000, 2, 5), R^2 train: 0.683, R^2 test: 0.164 Bootstrap CV 74, alpha = (3000, 2, 7), R^2 train: 0.607, R^2 test: 0.163 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.912, Explained Variance Score Train: 0.607 AUC Validation: 0.655, Explained Variance Score Validation: 0.176 AUC Test: 0.743, Explained Variance Score Test: 0.278 Bootstrap CV 73, alpha = (3000, 2, 1), R^2 train: 0.898, R^2 test: 0.138 Bootstrap CV 73, alpha = (3000, 2, 2), R^2 train: 0.849, R^2 test: 0.153 Bootstrap CV 73, alpha = (3000, 2, 5), R^2 train: 0.696, R^2 test: 0.175 Bootstrap CV 73, alpha = (3000, 2, 7), R^2 train: 0.615, R^2 test: 0.191 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.949, Explained Variance Score Train: 0.696 AUC Validation: 0.691, Explained Variance Score Validation: 0.177 AUC Test: 0.766, Explained Variance Score Test: 0.297 Bootstrap CV 75, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.339 Bootstrap CV 75, alpha = (3000, 2, 2), R^2 train: 0.848, R^2 test: 0.333 Bootstrap CV 75, alpha = (3000, 2, 5), R^2 train: 0.678, R^2 test: 0.342 Bootstrap CV 75, alpha = (3000, 2, 7), R^2 train: 0.585, R^2 test: 0.334 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.901, Explained Variance Score Train: 0.585 AUC Validation: 0.796, Explained Variance Score Validation: 0.350 AUC Test: 0.745, Explained Variance Score Test: 0.267 Bootstrap CV 66, alpha = (3000, 2, 1), R^2 train: 0.869, R^2 test: 0.274 Bootstrap CV 66, alpha = (3000, 2, 2), R^2 train: 0.807, R^2 test: 0.298 Bootstrap CV 66, alpha = (3000, 2, 5), R^2 train: 0.618, R^2 test: 0.315 Bootstrap CV 66, alpha = (3000, 2, 7), R^2 train: 0.545, R^2 test: 0.302 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.906, Explained Variance Score Train: 0.618 AUC Validation: 0.794, Explained Variance Score Validation: 0.333 AUC Test: 0.782, Explained Variance Score Test: 0.316 Bootstrap CV 67, alpha = (3000, 2, 1), R^2 train: 0.885, R^2 test: 0.216 Bootstrap CV 67, alpha = (3000, 2, 2), R^2 train: 0.824, R^2 test: 0.245 Bootstrap CV 67, alpha = (3000, 2, 5), R^2 train: 0.624, R^2 test: 0.251 Bootstrap CV 67, alpha = (3000, 2, 7), R^2 train: 0.542, R^2 test: 0.245 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.910, Explained Variance Score Train: 0.542 AUC Validation: 0.844, Explained Variance Score Validation: 0.311 AUC Test: 0.723, Explained Variance Score Test: 0.253 Bootstrap CV 70, alpha = (3000, 2, 1), R^2 train: 0.907, R^2 test: 0.341 Bootstrap CV 70, alpha = (3000, 2, 2), R^2 train: 0.857, R^2 test: 0.357 Bootstrap CV 70, alpha = (3000, 2, 5), R^2 train: 0.675, R^2 test: 0.380 Bootstrap CV 70, alpha = (3000, 2, 7), R^2 train: 0.591, R^2 test: 0.379 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.938, Explained Variance Score Train: 0.675 AUC Validation: 0.842, Explained Variance Score Validation: 0.381 AUC Test: 0.759, Explained Variance Score Test: 0.304 Bootstrap CV 68, alpha = (3000, 2, 1), R^2 train: 0.872, R^2 test: 0.058 Bootstrap CV 68, alpha = (3000, 2, 2), R^2 train: 0.787, R^2 test: 0.085 Bootstrap CV 68, alpha = (3000, 2, 5), R^2 train: 0.589, R^2 test: 0.120 Bootstrap CV 68, alpha = (3000, 2, 7), R^2 train: 0.509, R^2 test: 0.134 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.901, Explained Variance Score Train: 0.509 AUC Validation: 0.706, Explained Variance Score Validation: 0.136 AUC Test: 0.734, Explained Variance Score Test: 0.239 Bootstrap CV 64, alpha = (3000, 2, 1), R^2 train: 0.883, R^2 test: 0.093 Bootstrap CV 64, alpha = (3000, 2, 2), R^2 train: 0.808, R^2 test: 0.113 Bootstrap CV 64, alpha = (3000, 2, 5), R^2 train: 0.646, R^2 test: 0.183 Bootstrap CV 64, alpha = (3000, 2, 7), R^2 train: 0.571, R^2 test: 0.193 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.895, Explained Variance Score Train: 0.571 AUC Validation: 0.727, Explained Variance Score Validation: 0.198 AUC Test: 0.762, Explained Variance Score Test: 0.281 Bootstrap CV 72, alpha = (3000, 2, 1), R^2 train: 0.884, R^2 test: 0.169 Bootstrap CV 72, alpha = (3000, 2, 2), R^2 train: 0.823, R^2 test: 0.209 Bootstrap CV 72, alpha = (3000, 2, 5), R^2 train: 0.643, R^2 test: 0.217 Bootstrap CV 72, alpha = (3000, 2, 7), R^2 train: 0.570, R^2 test: 0.211 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.903, Explained Variance Score Train: 0.570 AUC Validation: 0.769, Explained Variance Score Validation: 0.212 AUC Test: 0.723, Explained Variance Score Test: 0.265 Bootstrap CV 79, alpha = (3000, 2, 1), R^2 train: 0.850, R^2 test: 0.281 Bootstrap CV 79, alpha = (3000, 2, 2), R^2 train: 0.754, R^2 test: 0.272 Bootstrap CV 79, alpha = (3000, 2, 5), R^2 train: 0.543, R^2 test: 0.254 Bootstrap CV 79, alpha = (3000, 2, 7), R^2 train: 0.461, R^2 test: 0.249 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.914, Explained Variance Score Train: 0.461 AUC Validation: 0.791, Explained Variance Score Validation: 0.256 AUC Test: 0.764, Explained Variance Score Test: 0.274 Bootstrap CV 76, alpha = (3000, 2, 1), R^2 train: 0.902, R^2 test: 0.019 Bootstrap CV 76, alpha = (3000, 2, 2), R^2 train: 0.839, R^2 test: 0.039 Bootstrap CV 76, alpha = (3000, 2, 5), R^2 train: 0.654, R^2 test: 0.082 Bootstrap CV 76, alpha = (3000, 2, 7), R^2 train: 0.583, R^2 test: 0.079 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.950, Explained Variance Score Train: 0.654 AUC Validation: 0.640, Explained Variance Score Validation: 0.093 AUC Test: 0.748, Explained Variance Score Test: 0.250 Bootstrap CV 78, alpha = (3000, 2, 1), R^2 train: 0.903, R^2 test: 0.213 Bootstrap CV 78, alpha = (3000, 2, 2), R^2 train: 0.859, R^2 test: 0.226 Bootstrap CV 78, alpha = (3000, 2, 5), R^2 train: 0.710, R^2 test: 0.252 Bootstrap CV 78, alpha = (3000, 2, 7), R^2 train: 0.642, R^2 test: 0.267 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.942, Explained Variance Score Train: 0.642 AUC Validation: 0.673, Explained Variance Score Validation: 0.287 AUC Test: 0.772, Explained Variance Score Test: 0.295 Bootstrap CV 69, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.198 Bootstrap CV 69, alpha = (3000, 2, 2), R^2 train: 0.845, R^2 test: 0.229 Bootstrap CV 69, alpha = (3000, 2, 5), R^2 train: 0.686, R^2 test: 0.219 Bootstrap CV 69, alpha = (3000, 2, 7), R^2 train: 0.602, R^2 test: 0.193 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.933, Explained Variance Score Train: 0.686 AUC Validation: 0.715, Explained Variance Score Validation: 0.229 AUC Test: 0.765, Explained Variance Score Test: 0.292 Bootstrap CV 77, alpha = (3000, 2, 1), R^2 train: 0.911, R^2 test: 0.159 Bootstrap CV 77, alpha = (3000, 2, 2), R^2 train: 0.859, R^2 test: 0.159 Bootstrap CV 77, alpha = (3000, 2, 5), R^2 train: 0.706, R^2 test: 0.169 Bootstrap CV 77, alpha = (3000, 2, 7), R^2 train: 0.640, R^2 test: 0.174 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.986, Explained Variance Score Train: 0.911 AUC Validation: 0.756, Explained Variance Score Validation: 0.168 AUC Test: 0.739, Explained Variance Score Test: 0.243 Running batch 6 of 7 with 16 nodes Bootstrap CV 84, alpha = (3000, 2, 1), R^2 train: 0.863, R^2 test: 0.157 Bootstrap CV 84, alpha = (3000, 2, 2), R^2 train: 0.803, R^2 test: 0.169 Bootstrap CV 84, alpha = (3000, 2, 5), R^2 train: 0.605, R^2 test: 0.162 Bootstrap CV 84, alpha = (3000, 2, 7), R^2 train: 0.516, R^2 test: 0.152 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.933, Explained Variance Score Train: 0.605 AUC Validation: 0.661, Explained Variance Score Validation: 0.162 AUC Test: 0.721, Explained Variance Score Test: 0.235 Bootstrap CV 88, alpha = (3000, 2, 1), R^2 train: 0.881, R^2 test: 0.116 Bootstrap CV 88, alpha = (3000, 2, 2), R^2 train: 0.817, R^2 test: 0.130 Bootstrap CV 88, alpha = (3000, 2, 5), R^2 train: 0.640, R^2 test: 0.153 Bootstrap CV 88, alpha = (3000, 2, 7), R^2 train: 0.557, R^2 test: 0.164 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.890, Explained Variance Score Train: 0.640 AUC Validation: 0.737, Explained Variance Score Validation: 0.159 AUC Test: 0.760, Explained Variance Score Test: 0.281 Bootstrap CV 90, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.313 Bootstrap CV 90, alpha = (3000, 2, 2), R^2 train: 0.836, R^2 test: 0.323 Bootstrap CV 90, alpha = (3000, 2, 5), R^2 train: 0.671, R^2 test: 0.350 Bootstrap CV 90, alpha = (3000, 2, 7), R^2 train: 0.594, R^2 test: 0.381 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.884, Explained Variance Score Train: 0.594 AUC Validation: 0.876, Explained Variance Score Validation: 0.462 AUC Test: 0.739, Explained Variance Score Test: 0.261 Bootstrap CV 94, alpha = (3000, 2, 1), R^2 train: 0.881, R^2 test: 0.061 Bootstrap CV 94, alpha = (3000, 2, 2), R^2 train: 0.806, R^2 test: 0.091 Bootstrap CV 94, alpha = (3000, 2, 5), R^2 train: 0.619, R^2 test: 0.121 Bootstrap CV 94, alpha = (3000, 2, 7), R^2 train: 0.540, R^2 test: 0.134 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.897, Explained Variance Score Train: 0.540 AUC Validation: 0.687, Explained Variance Score Validation: 0.134 AUC Test: 0.752, Explained Variance Score Test: 0.292 Bootstrap CV 83, alpha = (3000, 2, 1), R^2 train: 0.899, R^2 test: 0.313 Bootstrap CV 83, alpha = (3000, 2, 2), R^2 train: 0.849, R^2 test: 0.312 Bootstrap CV 83, alpha = (3000, 2, 5), R^2 train: 0.690, R^2 test: 0.299 Bootstrap CV 83, alpha = (3000, 2, 7), R^2 train: 0.613, R^2 test: 0.288 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.882, Explained Variance Score Train: 0.613 AUC Validation: 0.816, Explained Variance Score Validation: 0.327 AUC Test: 0.748, Explained Variance Score Test: 0.283 Bootstrap CV 86, alpha = (3000, 2, 1), R^2 train: 0.882, R^2 test: -0.028 Bootstrap CV 86, alpha = (3000, 2, 2), R^2 train: 0.805, R^2 test: 0.137 Bootstrap CV 86, alpha = (3000, 2, 5), R^2 train: 0.622, R^2 test: 0.165 Bootstrap CV 86, alpha = (3000, 2, 7), R^2 train: 0.539, R^2 test: 0.151 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.905, Explained Variance Score Train: 0.622 AUC Validation: 0.684, Explained Variance Score Validation: 0.165 AUC Test: 0.738, Explained Variance Score Test: 0.296 Bootstrap CV 87, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.158 Bootstrap CV 87, alpha = (3000, 2, 2), R^2 train: 0.838, R^2 test: 0.166 Bootstrap CV 87, alpha = (3000, 2, 5), R^2 train: 0.670, R^2 test: 0.155 Bootstrap CV 87, alpha = (3000, 2, 7), R^2 train: 0.603, R^2 test: 0.177 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.981, Explained Variance Score Train: 0.838 AUC Validation: 0.741, Explained Variance Score Validation: 0.171 AUC Test: 0.775, Explained Variance Score Test: 0.315 Bootstrap CV 89, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.148 Bootstrap CV 89, alpha = (3000, 2, 2), R^2 train: 0.850, R^2 test: 0.181 Bootstrap CV 89, alpha = (3000, 2, 5), R^2 train: 0.674, R^2 test: 0.249 Bootstrap CV 89, alpha = (3000, 2, 7), R^2 train: 0.594, R^2 test: 0.254 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.935, Explained Variance Score Train: 0.674 AUC Validation: 0.717, Explained Variance Score Validation: 0.249 AUC Test: 0.721, Explained Variance Score Test: 0.219 Bootstrap CV 91, alpha = (3000, 2, 1), R^2 train: 0.888, R^2 test: 0.223 Bootstrap CV 91, alpha = (3000, 2, 2), R^2 train: 0.821, R^2 test: 0.242 Bootstrap CV 91, alpha = (3000, 2, 5), R^2 train: 0.636, R^2 test: 0.252 Bootstrap CV 91, alpha = (3000, 2, 7), R^2 train: 0.557, R^2 test: 0.234 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.899, Explained Variance Score Train: 0.557 AUC Validation: 0.752, Explained Variance Score Validation: 0.242 AUC Test: 0.735, Explained Variance Score Test: 0.244 Bootstrap CV 92, alpha = (3000, 2, 1), R^2 train: 0.901, R^2 test: 0.265 Bootstrap CV 92, alpha = (3000, 2, 2), R^2 train: 0.851, R^2 test: 0.249 Bootstrap CV 92, alpha = (3000, 2, 5), R^2 train: 0.666, R^2 test: 0.252 Bootstrap CV 92, alpha = (3000, 2, 7), R^2 train: 0.570, R^2 test: 0.259 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.927, Explained Variance Score Train: 0.666 AUC Validation: 0.775, Explained Variance Score Validation: 0.272 AUC Test: 0.759, Explained Variance Score Test: 0.283 Bootstrap CV 93, alpha = (3000, 2, 1), R^2 train: 0.811, R^2 test: 0.312 Bootstrap CV 93, alpha = (3000, 2, 2), R^2 train: 0.734, R^2 test: 0.307 Bootstrap CV 93, alpha = (3000, 2, 5), R^2 train: 0.566, R^2 test: 0.325 Bootstrap CV 93, alpha = (3000, 2, 7), R^2 train: 0.491, R^2 test: 0.324 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.901, Explained Variance Score Train: 0.491 AUC Validation: 0.843, Explained Variance Score Validation: 0.324 AUC Test: 0.766, Explained Variance Score Test: 0.294 Bootstrap CV 81, alpha = (3000, 2, 1), R^2 train: 0.906, R^2 test: 0.176 Bootstrap CV 81, alpha = (3000, 2, 2), R^2 train: 0.843, R^2 test: 0.149 Bootstrap CV 81, alpha = (3000, 2, 5), R^2 train: 0.691, R^2 test: 0.211 Bootstrap CV 81, alpha = (3000, 2, 7), R^2 train: 0.620, R^2 test: 0.229 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.916, Explained Variance Score Train: 0.620 AUC Validation: 0.744, Explained Variance Score Validation: 0.238 AUC Test: 0.764, Explained Variance Score Test: 0.289 Bootstrap CV 95, alpha = (3000, 2, 1), R^2 train: 0.881, R^2 test: 0.140 Bootstrap CV 95, alpha = (3000, 2, 2), R^2 train: 0.812, R^2 test: 0.162 Bootstrap CV 95, alpha = (3000, 2, 5), R^2 train: 0.623, R^2 test: 0.145 Bootstrap CV 95, alpha = (3000, 2, 7), R^2 train: 0.540, R^2 test: 0.131 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.876, Explained Variance Score Train: 0.540 AUC Validation: 0.734, Explained Variance Score Validation: 0.147 AUC Test: 0.756, Explained Variance Score Test: 0.299 Bootstrap CV 82, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.195 Bootstrap CV 82, alpha = (3000, 2, 2), R^2 train: 0.845, R^2 test: 0.239 Bootstrap CV 82, alpha = (3000, 2, 5), R^2 train: 0.705, R^2 test: 0.274 Bootstrap CV 82, alpha = (3000, 2, 7), R^2 train: 0.638, R^2 test: 0.272 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.919, Explained Variance Score Train: 0.638 AUC Validation: 0.809, Explained Variance Score Validation: 0.301 AUC Test: 0.777, Explained Variance Score Test: 0.304 Bootstrap CV 80, alpha = (3000, 2, 1), R^2 train: 0.911, R^2 test: 0.282 Bootstrap CV 80, alpha = (3000, 2, 2), R^2 train: 0.874, R^2 test: 0.268 Bootstrap CV 80, alpha = (3000, 2, 5), R^2 train: 0.724, R^2 test: 0.272 Bootstrap CV 80, alpha = (3000, 2, 7), R^2 train: 0.645, R^2 test: 0.257 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.982, Explained Variance Score Train: 0.911 AUC Validation: 0.703, Explained Variance Score Validation: 0.287 AUC Test: 0.779, Explained Variance Score Test: 0.305 Bootstrap CV 85, alpha = (3000, 2, 1), R^2 train: 0.884, R^2 test: 0.361 Bootstrap CV 85, alpha = (3000, 2, 2), R^2 train: 0.813, R^2 test: 0.367 Bootstrap CV 85, alpha = (3000, 2, 5), R^2 train: 0.628, R^2 test: 0.385 Bootstrap CV 85, alpha = (3000, 2, 7), R^2 train: 0.557, R^2 test: 0.383 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.923, Explained Variance Score Train: 0.557 AUC Validation: 0.849, Explained Variance Score Validation: 0.384 AUC Test: 0.753, Explained Variance Score Test: 0.312 Running batch 7 of 7 with 4 nodes Bootstrap CV 97, alpha = (3000, 2, 1), R^2 train: 0.893, R^2 test: 0.269 Bootstrap CV 97, alpha = (3000, 2, 2), R^2 train: 0.835, R^2 test: 0.267 Bootstrap CV 97, alpha = (3000, 2, 5), R^2 train: 0.683, R^2 test: 0.259 Bootstrap CV 97, alpha = (3000, 2, 7), R^2 train: 0.615, R^2 test: 0.254 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.931, Explained Variance Score Train: 0.615 AUC Validation: 0.777, Explained Variance Score Validation: 0.261 AUC Test: 0.761, Explained Variance Score Test: 0.299 Bootstrap CV 96, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.277 Bootstrap CV 96, alpha = (3000, 2, 2), R^2 train: 0.836, R^2 test: 0.265 Bootstrap CV 96, alpha = (3000, 2, 5), R^2 train: 0.659, R^2 test: 0.255 Bootstrap CV 96, alpha = (3000, 2, 7), R^2 train: 0.575, R^2 test: 0.246 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.911, Explained Variance Score Train: 0.575 AUC Validation: 0.807, Explained Variance Score Validation: 0.272 AUC Test: 0.747, Explained Variance Score Test: 0.278 Bootstrap CV 98, alpha = (3000, 2, 1), R^2 train: 0.893, R^2 test: 0.160 Bootstrap CV 98, alpha = (3000, 2, 2), R^2 train: 0.844, R^2 test: 0.155 Bootstrap CV 98, alpha = (3000, 2, 5), R^2 train: 0.686, R^2 test: 0.213 Bootstrap CV 98, alpha = (3000, 2, 7), R^2 train: 0.608, R^2 test: 0.231 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.949, Explained Variance Score Train: 0.686 AUC Validation: 0.821, Explained Variance Score Validation: 0.217 AUC Test: 0.742, Explained Variance Score Test: 0.286 Bootstrap CV 99, alpha = (3000, 2, 1), R^2 train: 0.883, R^2 test: 0.045 Bootstrap CV 99, alpha = (3000, 2, 2), R^2 train: 0.814, R^2 test: 0.074 Bootstrap CV 99, alpha = (3000, 2, 5), R^2 train: 0.623, R^2 test: -0.007 Bootstrap CV 99, alpha = (3000, 2, 7), R^2 train: 0.544, R^2 test: 0.008 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.925, Explained Variance Score Train: 0.544 AUC Validation: 0.770, Explained Variance Score Validation: 0.084 AUC Test: 0.732, Explained Variance Score Test: 0.229 total Variables 35 and total subjects: 1751 ->AUC validation: 0.739 95% CI: [0.727 , 0.752] ->AUC test: 0.751 95% CI: [0.749 , 0.754] ->R^2 validation: 0.231 95% CI: [0.212 , 0.250] ->R^2 test: 0.281 95% CI: [0.276 , 0.285] ->Explained Variance validation: 0.215 95% CI: [0.194 , 0.235] ->Explained Variance test: 0.277 95% CI: [0.273 , 0.282] Test set metrics: @threshold:2.040, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:2.026, sens:0.036, spec:1.000, ppv:1.000, acc:0.771, f1:0.070, mcc:0.000, total+:3, total-:347 @threshold:2.009, sens:0.048, spec:1.000, ppv:1.000, acc:0.774, f1:0.092, mcc:0.000, total+:4, total-:346 @threshold:1.986, sens:0.072, spec:0.996, ppv:0.857, acc:0.777, f1:0.133, mcc:0.237, total+:7, total-:343 @threshold:1.980, sens:0.084, spec:0.993, ppv:0.778, acc:0.777, f1:0.152, mcc:0.118, total+:9, total-:341 @threshold:1.955, sens:0.096, spec:0.989, ppv:0.727, acc:0.777, f1:0.170, mcc:0.079, total+:11, total-:339 @threshold:1.820, sens:0.108, spec:0.989, ppv:0.750, acc:0.780, f1:0.189, mcc:0.086, total+:12, total-:338 @threshold:1.431, sens:0.169, spec:0.985, ppv:0.778, acc:0.791, f1:0.277, mcc:0.084, total+:18, total-:332 @threshold:1.403, sens:0.181, spec:0.985, ppv:0.789, acc:0.794, f1:0.294, mcc:0.088, total+:19, total-:331 @threshold:1.348, sens:0.181, spec:0.981, ppv:0.750, acc:0.791, f1:0.291, mcc:0.067, total+:20, total-:330 @threshold:1.306, sens:0.193, spec:0.981, ppv:0.762, acc:0.794, f1:0.308, mcc:0.071, total+:21, total-:329 @threshold:1.191, sens:0.205, spec:0.978, ppv:0.739, acc:0.794, f1:0.321, mcc:0.059, total+:23, total-:327 @threshold:1.155, sens:0.217, spec:0.978, ppv:0.750, acc:0.797, f1:0.336, mcc:0.062, total+:24, total-:326 @threshold:1.136, sens:0.217, spec:0.974, ppv:0.720, acc:0.794, f1:0.333, mcc:0.051, total+:25, total-:325 @threshold:1.094, sens:0.229, spec:0.970, ppv:0.704, acc:0.794, f1:0.345, mcc:0.045, total+:27, total-:323 @threshold:1.071, sens:0.253, spec:0.966, ppv:0.700, acc:0.797, f1:0.372, mcc:0.042, total+:30, total-:320 @threshold:0.946, sens:0.265, spec:0.963, ppv:0.688, acc:0.797, f1:0.383, mcc:0.038, total+:32, total-:318 @threshold:0.877, sens:0.265, spec:0.959, ppv:0.667, acc:0.794, f1:0.379, mcc:0.034, total+:33, total-:317 @threshold:0.843, sens:0.277, spec:0.959, ppv:0.676, acc:0.797, f1:0.393, mcc:0.035, total+:34, total-:316 @threshold:0.817, sens:0.277, spec:0.955, ppv:0.657, acc:0.794, f1:0.390, mcc:0.031, total+:35, total-:315 @threshold:0.753, sens:0.289, spec:0.951, ppv:0.649, acc:0.794, f1:0.400, mcc:0.029, total+:37, total-:313 @threshold:0.748, sens:0.289, spec:0.948, ppv:0.632, acc:0.791, f1:0.397, mcc:0.026, total+:38, total-:312 @threshold:0.695, sens:0.301, spec:0.940, ppv:0.610, acc:0.789, f1:0.403, mcc:0.023, total+:41, total-:309 @threshold:0.685, sens:0.301, spec:0.936, ppv:0.595, acc:0.786, f1:0.400, mcc:0.021, total+:42, total-:308 @threshold:0.638, sens:0.313, spec:0.936, ppv:0.605, acc:0.789, f1:0.413, mcc:0.022, total+:43, total-:307 @threshold:0.615, sens:0.313, spec:0.933, ppv:0.591, acc:0.786, f1:0.409, mcc:0.020, total+:44, total-:306 @threshold:0.607, sens:0.325, spec:0.925, ppv:0.574, acc:0.783, f1:0.415, mcc:0.018, total+:47, total-:303 @threshold:0.607, sens:0.325, spec:0.921, ppv:0.562, acc:0.780, f1:0.412, mcc:0.017, total+:48, total-:302 @threshold:0.593, sens:0.337, spec:0.918, ppv:0.560, acc:0.780, f1:0.421, mcc:0.016, total+:50, total-:300 @threshold:0.570, sens:0.349, spec:0.914, ppv:0.558, acc:0.780, f1:0.430, mcc:0.016, total+:52, total-:298 @threshold:0.553, sens:0.361, spec:0.914, ppv:0.566, acc:0.783, f1:0.441, mcc:0.016, total+:53, total-:297 @threshold:0.516, sens:0.373, spec:0.910, ppv:0.564, acc:0.783, f1:0.449, mcc:0.016, total+:55, total-:295 @threshold:0.426, sens:0.386, spec:0.910, ppv:0.571, acc:0.786, f1:0.460, mcc:0.016, total+:56, total-:294 @threshold:0.424, sens:0.398, spec:0.906, ppv:0.569, acc:0.786, f1:0.468, mcc:0.016, total+:58, total-:292 @threshold:0.404, sens:0.410, spec:0.903, ppv:0.567, acc:0.786, f1:0.476, mcc:0.016, total+:60, total-:290 @threshold:0.401, sens:0.410, spec:0.899, ppv:0.557, acc:0.783, f1:0.472, mcc:0.015, total+:61, total-:289 @threshold:0.381, sens:0.422, spec:0.888, ppv:0.538, acc:0.777, f1:0.473, mcc:0.013, total+:65, total-:285 @threshold:0.359, sens:0.422, spec:0.884, ppv:0.530, acc:0.774, f1:0.470, mcc:0.013, total+:66, total-:284 @threshold:0.350, sens:0.434, spec:0.884, ppv:0.537, acc:0.777, f1:0.480, mcc:0.013, total+:67, total-:283 @threshold:0.323, sens:0.446, spec:0.880, ppv:0.536, acc:0.777, f1:0.487, mcc:0.013, total+:69, total-:281 @threshold:0.306, sens:0.458, spec:0.865, ppv:0.514, acc:0.769, f1:0.484, mcc:0.011, total+:74, total-:276 @threshold:0.285, sens:0.458, spec:0.861, ppv:0.507, acc:0.766, f1:0.481, mcc:0.011, total+:75, total-:275 @threshold:0.253, sens:0.470, spec:0.843, ppv:0.481, acc:0.754, f1:0.476, mcc:0.009, total+:81, total-:269 @threshold:0.251, sens:0.470, spec:0.839, ppv:0.476, acc:0.751, f1:0.473, mcc:0.009, total+:82, total-:268 @threshold:0.241, sens:0.482, spec:0.831, ppv:0.471, acc:0.749, f1:0.476, mcc:0.008, total+:85, total-:265 @threshold:0.228, sens:0.494, spec:0.828, ppv:0.471, acc:0.749, f1:0.482, mcc:0.008, total+:87, total-:263 @threshold:0.218, sens:0.506, spec:0.828, ppv:0.477, acc:0.751, f1:0.491, mcc:0.009, total+:88, total-:262 @threshold:0.212, sens:0.506, spec:0.824, ppv:0.472, acc:0.749, f1:0.488, mcc:0.008, total+:89, total-:261 @threshold:0.203, sens:0.518, spec:0.816, ppv:0.467, acc:0.746, f1:0.491, mcc:0.008, total+:92, total-:258 @threshold:0.197, sens:0.530, spec:0.813, ppv:0.468, acc:0.746, f1:0.497, mcc:0.008, total+:94, total-:256 @threshold:0.193, sens:0.542, spec:0.813, ppv:0.474, acc:0.749, f1:0.506, mcc:0.008, total+:95, total-:255 @threshold:0.191, sens:0.542, spec:0.809, ppv:0.469, acc:0.746, f1:0.503, mcc:0.008, total+:96, total-:254 @threshold:0.177, sens:0.554, spec:0.805, ppv:0.469, acc:0.746, f1:0.508, mcc:0.008, total+:98, total-:252 @threshold:0.170, sens:0.566, spec:0.801, ppv:0.470, acc:0.746, f1:0.514, mcc:0.008, total+:100, total-:250 @threshold:0.136, sens:0.578, spec:0.772, ppv:0.440, acc:0.726, f1:0.500, mcc:0.006, total+:109, total-:241 @threshold:0.133, sens:0.578, spec:0.768, ppv:0.436, acc:0.723, f1:0.497, mcc:0.006, total+:110, total-:240 @threshold:0.132, sens:0.590, spec:0.768, ppv:0.441, acc:0.726, f1:0.505, mcc:0.007, total+:111, total-:239 @threshold:0.130, sens:0.590, spec:0.764, ppv:0.438, acc:0.723, f1:0.503, mcc:0.006, total+:112, total-:238 @threshold:0.128, sens:0.602, spec:0.764, ppv:0.442, acc:0.726, f1:0.510, mcc:0.007, total+:113, total-:237 @threshold:0.127, sens:0.602, spec:0.760, ppv:0.439, acc:0.723, f1:0.508, mcc:0.006, total+:114, total-:236 @threshold:0.073, sens:0.614, spec:0.712, ppv:0.398, acc:0.689, f1:0.483, mcc:0.005, total+:128, total-:222 @threshold:0.072, sens:0.614, spec:0.708, ppv:0.395, acc:0.686, f1:0.481, mcc:0.005, total+:129, total-:221 @threshold:0.071, sens:0.627, spec:0.708, ppv:0.400, acc:0.689, f1:0.488, mcc:0.005, total+:130, total-:220 @threshold:0.069, sens:0.627, spec:0.704, ppv:0.397, acc:0.686, f1:0.486, mcc:0.005, total+:131, total-:219 @threshold:0.056, sens:0.639, spec:0.700, ppv:0.398, acc:0.686, f1:0.491, mcc:0.005, total+:133, total-:217 @threshold:0.039, sens:0.675, spec:0.697, ppv:0.409, acc:0.691, f1:0.509, mcc:0.005, total+:137, total-:213 @threshold:0.036, sens:0.687, spec:0.697, ppv:0.413, acc:0.694, f1:0.516, mcc:0.005, total+:138, total-:212 @threshold:0.033, sens:0.687, spec:0.693, ppv:0.410, acc:0.691, f1:0.514, mcc:0.005, total+:139, total-:211 @threshold:0.016, sens:0.699, spec:0.674, ppv:0.400, acc:0.680, f1:0.509, mcc:0.005, total+:145, total-:205 @threshold:0.011, sens:0.699, spec:0.670, ppv:0.397, acc:0.677, f1:0.507, mcc:0.005, total+:146, total-:204 @threshold:0.008, sens:0.711, spec:0.667, ppv:0.399, acc:0.677, f1:0.511, mcc:0.005, total+:148, total-:202 @threshold:0.004, sens:0.711, spec:0.663, ppv:0.396, acc:0.674, f1:0.509, mcc:0.005, total+:149, total-:201 @threshold:-0.014, sens:0.723, spec:0.637, ppv:0.382, acc:0.657, f1:0.500, mcc:0.004, total+:157, total-:193 @threshold:-0.014, sens:0.723, spec:0.633, ppv:0.380, acc:0.654, f1:0.498, mcc:0.004, total+:158, total-:192 @threshold:-0.057, sens:0.735, spec:0.614, ppv:0.372, acc:0.643, f1:0.494, mcc:0.004, total+:164, total-:186 @threshold:-0.058, sens:0.735, spec:0.610, ppv:0.370, acc:0.640, f1:0.492, mcc:0.004, total+:165, total-:185 @threshold:-0.066, sens:0.747, spec:0.607, ppv:0.371, acc:0.640, f1:0.496, mcc:0.004, total+:167, total-:183 @threshold:-0.068, sens:0.747, spec:0.603, ppv:0.369, acc:0.637, f1:0.494, mcc:0.004, total+:168, total-:182 @threshold:-0.101, sens:0.759, spec:0.573, ppv:0.356, acc:0.617, f1:0.485, mcc:0.003, total+:177, total-:173 @threshold:-0.107, sens:0.759, spec:0.569, ppv:0.354, acc:0.614, f1:0.483, mcc:0.003, total+:178, total-:172 @threshold:-0.118, sens:0.771, spec:0.554, ppv:0.350, acc:0.606, f1:0.481, mcc:0.003, total+:183, total-:167 @threshold:-0.123, sens:0.771, spec:0.551, ppv:0.348, acc:0.603, f1:0.479, mcc:0.003, total+:184, total-:166 @threshold:-0.159, sens:0.783, spec:0.521, ppv:0.337, acc:0.583, f1:0.471, mcc:0.003, total+:193, total-:157 @threshold:-0.161, sens:0.795, spec:0.517, ppv:0.338, acc:0.583, f1:0.475, mcc:0.003, total+:195, total-:155 @threshold:-0.178, sens:0.807, spec:0.502, ppv:0.335, acc:0.574, f1:0.473, mcc:0.003, total+:200, total-:150 @threshold:-0.184, sens:0.819, spec:0.498, ppv:0.337, acc:0.574, f1:0.477, mcc:0.003, total+:202, total-:148 @threshold:-0.202, sens:0.831, spec:0.487, ppv:0.335, acc:0.569, f1:0.478, mcc:0.003, total+:206, total-:144 @threshold:-0.206, sens:0.831, spec:0.483, ppv:0.333, acc:0.566, f1:0.476, mcc:0.003, total+:207, total-:143 @threshold:-0.209, sens:0.843, spec:0.483, ppv:0.337, acc:0.569, f1:0.481, mcc:0.003, total+:208, total-:142 @threshold:-0.209, sens:0.843, spec:0.479, ppv:0.335, acc:0.566, f1:0.479, mcc:0.003, total+:209, total-:141 @threshold:-0.224, sens:0.855, spec:0.449, ppv:0.326, acc:0.546, f1:0.472, mcc:0.003, total+:218, total-:132 @threshold:-0.234, sens:0.855, spec:0.446, ppv:0.324, acc:0.543, f1:0.470, mcc:0.003, total+:219, total-:131 @threshold:-0.288, sens:0.867, spec:0.408, ppv:0.313, acc:0.517, f1:0.460, mcc:0.003, total+:230, total-:120 @threshold:-0.291, sens:0.867, spec:0.404, ppv:0.312, acc:0.514, f1:0.459, mcc:0.003, total+:231, total-:119 @threshold:-0.304, sens:0.880, spec:0.390, ppv:0.309, acc:0.506, f1:0.458, mcc:0.003, total+:236, total-:114 @threshold:-0.305, sens:0.880, spec:0.386, ppv:0.308, acc:0.503, f1:0.456, mcc:0.002, total+:237, total-:113 @threshold:-0.305, sens:0.892, spec:0.386, ppv:0.311, acc:0.506, f1:0.461, mcc:0.003, total+:238, total-:112 @threshold:-0.306, sens:0.892, spec:0.382, ppv:0.310, acc:0.503, f1:0.460, mcc:0.003, total+:239, total-:111 @threshold:-0.313, sens:0.904, spec:0.375, ppv:0.310, acc:0.500, f1:0.462, mcc:0.003, total+:242, total-:108 @threshold:-0.318, sens:0.904, spec:0.371, ppv:0.309, acc:0.497, f1:0.460, mcc:0.003, total+:243, total-:107 @threshold:-0.378, sens:0.916, spec:0.326, ppv:0.297, acc:0.466, f1:0.448, mcc:0.002, total+:256, total-:94 @threshold:-0.385, sens:0.916, spec:0.322, ppv:0.296, acc:0.463, f1:0.447, mcc:0.002, total+:257, total-:93 @threshold:-0.406, sens:0.928, spec:0.296, ppv:0.291, acc:0.446, f1:0.443, mcc:0.002, total+:265, total-:85 @threshold:-0.410, sens:0.940, spec:0.292, ppv:0.292, acc:0.446, f1:0.446, mcc:0.002, total+:267, total-:83 @threshold:-0.430, sens:0.952, spec:0.273, ppv:0.289, acc:0.434, f1:0.444, mcc:0.002, total+:273, total-:77 @threshold:-0.430, sens:0.952, spec:0.270, ppv:0.288, acc:0.431, f1:0.443, mcc:0.002, total+:274, total-:76 @threshold:-0.433, sens:0.964, spec:0.270, ppv:0.291, acc:0.434, f1:0.447, mcc:0.002, total+:275, total-:75 @threshold:-0.437, sens:0.964, spec:0.266, ppv:0.290, acc:0.431, f1:0.446, mcc:0.002, total+:276, total-:74 @threshold:-0.443, sens:0.964, spec:0.258, ppv:0.288, acc:0.426, f1:0.443, mcc:0.002, total+:278, total-:72 @threshold:-0.683, sens:0.976, spec:0.135, ppv:0.260, acc:0.334, f1:0.410, mcc:0.002, total+:312, total-:38 @threshold:-0.684, sens:0.976, spec:0.131, ppv:0.259, acc:0.331, f1:0.409, mcc:0.002, total+:313, total-:37 @threshold:-0.788, sens:0.988, spec:0.090, ppv:0.252, acc:0.303, f1:0.402, mcc:0.002, total+:325, total-:25 @threshold:-0.791, sens:0.988, spec:0.086, ppv:0.252, acc:0.300, f1:0.401, mcc:0.002, total+:326, total-:24 @threshold:-1.010, sens:1.000, spec:0.004, ppv:0.238, acc:0.240, f1:0.384, mcc:0.002, total+:349, total-:1 * Vital: BMI-gain0to24 | coef 0.124 95% CI: [0.107 , 0.140] | OR_adj 1.131 [1.113 1.150] | occ: 1391 | OR_unadj: 4.247 [3.349 5.386] | indivs AUC:0.749 Correlated most with: MatDeliveryAge:-0.044 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.021 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.016 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.011 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.009 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.008 * Vital: BMI-latest | coef 0.104 95% CI: [0.092 , 0.116] | OR_adj 1.110 [1.096 1.124] | occ: 1672 | OR_unadj: 4.483 [3.496 5.747] | indivs AUC:0.731 Correlated most with: MatDeliveryAge:-0.053 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.034 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.024 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.024 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.003 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.001 * Vital: Wt for Len Percentile-latest | coef 0.060 95% CI: [0.047 , 0.073] | OR_adj 1.062 [1.048 1.076] | occ: 1601 | OR_unadj: 4.255 [3.294 5.497] | indivs AUC:0.751 Correlated most with: MatDeliveryAge:-0.064 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.033 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.022 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.021 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.008 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.001 * Vital: Wt-latest | coef 0.048 95% CI: [0.040 , 0.056] | OR_adj 1.049 [1.041 1.058] | occ: 1677 | OR_unadj: 4.020 [3.127 5.168] | indivs AUC:0.703 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.054 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.053 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.022 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.020 MatDeliveryAge:0.008 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.002 * Vital: Wt for Length ZScore-gain0to24 | coef 0.044 95% CI: [0.038 , 0.049] | OR_adj 1.045 [1.039 1.050] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.761 Correlated most with: MatDeliveryAge:-0.047 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.036 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.014 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.008 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.008 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.002 * Vital: Wt for Length ZScore-latest | coef 0.043 95% CI: [0.038 , 0.048] | OR_adj 1.044 [1.038 1.049] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.761 Correlated most with: MatDeliveryAge:-0.047 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.036 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.014 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.008 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.008 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.002 * Vital: Wt-avg19to24 | coef 0.042 95% CI: [0.034 , 0.049] | OR_adj 1.043 [1.035 1.051] | occ: 1417 | OR_unadj: 4.067 [3.209 5.154] | indivs AUC:0.749 Correlated most with: MatDeliveryAge:-0.029 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.026 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.019 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.018 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.009 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.006 * Vital: Wt Percentile-latest | coef 0.042 95% CI: [0.031 , 0.052] | OR_adj 1.042 [1.031 1.054] | occ: 1034 | OR_unadj: 2.653 [2.104 3.345] | indivs AUC:0.695 Correlated most with: MatDeliveryAge:-0.051 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.040 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.038 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.027 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.023 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.022 * Vital: Wt-gain0to24 | coef 0.036 95% CI: [0.029 , 0.042] | OR_adj 1.036 [1.030 1.043] | occ: 1411 | OR_unadj: 3.949 [3.118 5.001] | indivs AUC:0.735 Correlated most with: MatDeliveryAge:-0.034 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.023 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.017 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.016 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.012 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.005 MatDeliveryAge | coef 0.033 95% CI: [0.029 , 0.038] | OR_adj 1.034 [1.029 1.039] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.529 Correlated most with: MatDeliveryAge:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.025 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.015 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.013 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.012 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.005 * Vital: Wt-avg0to1 | coef 0.032 95% CI: [0.028 , 0.036] | OR_adj 1.033 [1.029 1.037] | occ: 1356 | OR_unadj: 1.489 [1.184 1.873] | indivs AUC:0.573 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.020 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.007 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.007 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.003 MatDeliveryAge:-0.002 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.001 * Vital: BMI-avg16to19 | coef 0.030 95% CI: [0.026 , 0.035] | OR_adj 1.031 [1.026 1.036] | occ: 1293 | OR_unadj: 3.189 [2.527 4.025] | indivs AUC:0.723 Correlated most with: MatDeliveryAge:-0.057 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.046 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.045 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.040 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.018 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.010 * Vital: Wt for Length ZScore-avg16to19 | coef 0.030 95% CI: [0.024 , 0.036] | OR_adj 1.030 [1.024 1.037] | occ: 1292 | OR_unadj: 3.143 [2.490 3.966] | indivs AUC:0.718 Correlated most with: MatDeliveryAge:-0.071 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.045 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.044 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.039 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.008 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.007 * Vital: Wt for Length ZScore-avg13to16 | coef 0.027 95% CI: [0.024 , 0.031] | OR_adj 1.028 [1.024 1.032] | occ: 1285 | OR_unadj: 2.287 [1.818 2.877] | indivs AUC:0.673 Correlated most with: MatDeliveryAge:-0.064 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.021 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.020 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.018 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.003 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.001 * Vital: Wt for Len Percentile-avg16to19 | coef 0.026 95% CI: [0.020 , 0.032] | OR_adj 1.026 [1.020 1.032] | occ: 1294 | OR_unadj: 3.224 [2.551 4.073] | indivs AUC:0.735 Correlated most with: MatDeliveryAge:-0.089 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.055 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.055 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.025 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.006 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.002 * Vital: Wt for Length ZScore-avg1to3 | coef 0.021 95% CI: [0.019 , 0.023] | OR_adj 1.021 [1.019 1.023] | occ: 1377 | OR_unadj: 1.349 [1.074 1.693] | indivs AUC:0.564 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.044 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.027 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.027 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.027 MatDeliveryAge:0.026 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.014 Vital: Wt-gain1to5 | coef 0.020 95% CI: [0.017 , 0.022] | OR_adj 1.020 [1.018 1.022] | occ: 1472 | OR_unadj: 0.993 [0.790 1.247] | indivs AUC:0.522 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.060 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.060 MatDeliveryAge:0.025 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.018 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.018 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.015 * Vital: Wt for Length ZScore-avg5to7 | coef 0.018 95% CI: [0.016 , 0.021] | OR_adj 1.018 [1.016 1.021] | occ: 1347 | OR_unadj: 1.778 [1.414 2.235] | indivs AUC:0.617 Correlated most with: MatDeliveryAge:-0.046 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.030 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.029 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.009 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.001 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.001 * Vital: Wt for Length Zscore-avg10to13 | coef 0.017 95% CI: [0.014 , 0.020] | OR_adj 1.017 [1.015 1.020] | occ: 1403 | OR_unadj: 2.480 [1.970 3.122] | indivs AUC:0.670 Correlated most with: MatDeliveryAge:-0.078 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.041 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.016 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.016 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.010 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.001 * Vital: BMI-avg10to13 | coef 0.016 95% CI: [0.014 , 0.019] | OR_adj 1.017 [1.014 1.019] | occ: 1400 | OR_unadj: 2.301 [1.830 2.895] | indivs AUC:0.648 Correlated most with: MatDeliveryAge:-0.077 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.043 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.029 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.024 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.024 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.005 * Vital: BMI-avg3to5 | coef 0.016 95% CI: [0.014 , 0.019] | OR_adj 1.016 [1.014 1.019] | occ: 1314 | OR_unadj: 1.808 [1.437 2.274] | indivs AUC:0.635 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.049 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.049 MatDeliveryAge:-0.029 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.019 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.012 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.004 Vital: Ht-gain7to13 | coef 0.015 95% CI: [0.014 , 0.017] | OR_adj 1.016 [1.014 1.017] | occ: 1476 | OR_unadj: 1.168 [0.864 1.580] | indivs AUC:0.536 Correlated most with: MatDeliveryAge:0.037 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.033 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.033 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.030 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.026 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.001 Vital: Ht-gain0to3 | coef 0.015 95% CI: [0.014 , 0.017] | OR_adj 1.015 [1.014 1.017] | occ: 1419 | OR_unadj: 1.156 [0.909 1.469] | indivs AUC:0.506 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.043 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.043 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.032 MatDeliveryAge:-0.017 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.010 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.004 * Vital: Wt for Length ZScore-avg7to10 | coef 0.015 95% CI: [0.013 , 0.017] | OR_adj 1.015 [1.013 1.017] | occ: 1346 | OR_unadj: 2.147 [1.708 2.700] | indivs AUC:0.675 Correlated most with: MatDeliveryAge:-0.069 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.024 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.015 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.007 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.003 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.003 * Vital: Wt for Length ZScore-avg3to5 | coef 0.014 95% CI: [0.013 , 0.016] | OR_adj 1.014 [1.013 1.016] | occ: 1321 | OR_unadj: 1.681 [1.337 2.114] | indivs AUC:0.639 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.039 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.039 MatDeliveryAge:-0.036 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.023 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.001 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.014 95% CI: [0.012 , 0.016] | OR_adj 1.014 [1.012 1.016] | occ: 1120 | OR_unadj: 1.085 [0.845 1.392] | indivs AUC:0.463 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.337 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.044 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.006 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.006 MatDeliveryAge:-0.005 Vital: HC-gain1to5 | coef 0.014 95% CI: [0.013 , 0.015] | OR_adj 1.014 [1.013 1.015] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.445 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.067 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.067 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.037 MatDeliveryAge:-0.003 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.003 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.000 * Vital: BMI-avg7to10 | coef 0.014 95% CI: [0.012 , 0.015] | OR_adj 1.014 [1.012 1.015] | occ: 1342 | OR_unadj: 2.069 [1.645 2.602] | indivs AUC:0.677 Correlated most with: MatDeliveryAge:-0.062 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.024 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.014 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.010 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.010 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.003 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef 0.013 95% CI: [0.012 , 0.015] | OR_adj 1.013 [1.012 1.015] | occ: 1067 | OR_unadj: 1.024 [0.789 1.329] | indivs AUC:0.503 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.046 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.044 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.042 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.042 MatDeliveryAge:0.015 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.013 95% CI: [0.012 , 0.014] | OR_adj 1.013 [1.012 1.014] | occ: 1124 | OR_unadj: 1.167 [0.908 1.500] | indivs AUC:0.513 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.337 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.310 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.309 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.046 MatDeliveryAge:0.025 Vital: Ht-avg7to10 | coef 0.012 95% CI: [0.011 , 0.014] | OR_adj 1.012 [1.011 1.014] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.483 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.032 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.023 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.023 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.018 MatDeliveryAge:0.014 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.004 * Vital: Wt for Len Percentile-avg10to13 | coef 0.011 95% CI: [0.010 , 0.013] | OR_adj 1.011 [1.010 1.013] | occ: 1404 | OR_unadj: 2.684 [2.131 3.381] | indivs AUC:0.669 Correlated most with: MatDeliveryAge:-0.077 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.026 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.013 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.011 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.011 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.010 * Vital: Wt for Len Percentile-avg5to7 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1198 | OR_unadj: 2.078 [1.634 2.643] | indivs AUC:0.619 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.047 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.047 MatDeliveryAge:-0.045 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.020 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.002 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.001 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.006 95% CI: [0.006 , 0.007] | OR_adj 1.006 [1.006 1.007] | occ: 1123 | OR_unadj: 1.303 [1.018 1.669] | indivs AUC:0.504 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.998 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.310 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.042 MatDeliveryAge:0.013 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.006 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest | coef 0.006 95% CI: [0.006 , 0.007] | OR_adj 1.006 [1.006 1.007] | occ: 1129 | OR_unadj: 1.293 [1.010 1.656] | indivs AUC:0.499 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.998 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.309 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.042 MatDeliveryAge:0.012 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.006 Vital : 0.913586215464 MatDeliveryAge : 0.0334848086024 Census : 0.0529289759336 Time to run analysis 0:08:32.606182 Total Time elapsed 8:07:29.707170 ----------------------------------------------------- boys lasso_fts full gradientboost regression Running batch 1 of 7 with 16 nodes Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.745, R^2 test: 0.144 Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.793, R^2 test: 0.151 Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.863, R^2 test: 0.072 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.945, Explained Variance Score Train: 0.764 AUC Validation: 0.690, Explained Variance Score Validation: 0.105 AUC Test: 0.740, Explained Variance Score Test: 0.254 Bootstrap CV 15, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.779, R^2 test: 0.147 Bootstrap CV 15, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.810, R^2 test: 0.145 Bootstrap CV 15, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.817, R^2 test: 0.140 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.925, Explained Variance Score Train: 0.792 AUC Validation: 0.734, Explained Variance Score Validation: 0.144 AUC Test: 0.720, Explained Variance Score Test: 0.278 Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.827, R^2 test: 0.271 Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.855, R^2 test: 0.219 Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.898, R^2 test: 0.235 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.977, Explained Variance Score Train: 0.834 AUC Validation: 0.794, Explained Variance Score Validation: 0.272 AUC Test: 0.735, Explained Variance Score Test: 0.288 Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.666, R^2 test: 0.183 Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.740, R^2 test: 0.244 Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.783, R^2 test: 0.218 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.956, Explained Variance Score Train: 0.686 AUC Validation: 0.648, Explained Variance Score Validation: 0.226 AUC Test: 0.753, Explained Variance Score Test: 0.256 Bootstrap CV 14, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.612, R^2 test: 0.086 Bootstrap CV 14, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.628, R^2 test: 0.096 Bootstrap CV 14, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.739, R^2 test: 0.048 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.918, Explained Variance Score Train: 0.623 AUC Validation: 0.635, Explained Variance Score Validation: 0.116 AUC Test: 0.728, Explained Variance Score Test: 0.263 Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.751, R^2 test: 0.046 Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.781, R^2 test: 0.067 Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.824, R^2 test: 0.069 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.956, Explained Variance Score Train: 0.781 AUC Validation: 0.623, Explained Variance Score Validation: 0.083 AUC Test: 0.754, Explained Variance Score Test: 0.254 Bootstrap CV 10, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.738, R^2 test: 0.215 Bootstrap CV 10, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.804, R^2 test: 0.143 Bootstrap CV 10, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.823, R^2 test: 0.173 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.957, Explained Variance Score Train: 0.789 AUC Validation: 0.732, Explained Variance Score Validation: 0.206 AUC Test: 0.738, Explained Variance Score Test: 0.236 Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.802, R^2 test: 0.187 Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.794, R^2 test: 0.162 Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.866, R^2 test: 0.202 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.963, Explained Variance Score Train: 0.784 AUC Validation: 0.680, Explained Variance Score Validation: 0.212 AUC Test: 0.733, Explained Variance Score Test: 0.270 Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.799, R^2 test: 0.268 Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.825, R^2 test: 0.286 Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.860, R^2 test: 0.291 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.972, Explained Variance Score Train: 0.780 AUC Validation: 0.692, Explained Variance Score Validation: 0.295 AUC Test: 0.735, Explained Variance Score Test: 0.278 Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.712, R^2 test: 0.326 Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.777, R^2 test: 0.316 Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.781, R^2 test: 0.312 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.963, Explained Variance Score Train: 0.747 AUC Validation: 0.812, Explained Variance Score Validation: 0.321 AUC Test: 0.752, Explained Variance Score Test: 0.275 Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.497, R^2 test: 0.278 Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.604, R^2 test: 0.280 Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.665, R^2 test: 0.293 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.963, Explained Variance Score Train: 0.623 AUC Validation: 0.802, Explained Variance Score Validation: 0.289 AUC Test: 0.730, Explained Variance Score Test: 0.247 Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.750, R^2 test: 0.041 Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.805, R^2 test: 0.015 Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.827, R^2 test: 0.024 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.939, Explained Variance Score Train: 0.801 AUC Validation: 0.670, Explained Variance Score Validation: 0.086 AUC Test: 0.748, Explained Variance Score Test: 0.276 Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.717, R^2 test: 0.270 Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.761, R^2 test: 0.241 Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.816, R^2 test: 0.223 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.964, Explained Variance Score Train: 0.776 AUC Validation: 0.884, Explained Variance Score Validation: 0.252 AUC Test: 0.770, Explained Variance Score Test: 0.285 Bootstrap CV 13, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.704, R^2 test: 0.174 Bootstrap CV 13, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.756, R^2 test: 0.152 Bootstrap CV 13, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.796, R^2 test: 0.161 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.955, Explained Variance Score Train: 0.790 AUC Validation: 0.689, Explained Variance Score Validation: 0.151 AUC Test: 0.730, Explained Variance Score Test: 0.203 Bootstrap CV 12, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.655, R^2 test: 0.425 Bootstrap CV 12, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.702, R^2 test: 0.415 Bootstrap CV 12, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.726, R^2 test: 0.438 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.954, Explained Variance Score Train: 0.719 AUC Validation: 0.792, Explained Variance Score Validation: 0.440 AUC Test: 0.766, Explained Variance Score Test: 0.260 Bootstrap CV 11, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.715, R^2 test: 0.356 Bootstrap CV 11, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.721, R^2 test: 0.319 Bootstrap CV 11, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.778, R^2 test: 0.264 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.964, Explained Variance Score Train: 0.754 AUC Validation: 0.803, Explained Variance Score Validation: 0.314 AUC Test: 0.765, Explained Variance Score Test: 0.286 Running batch 2 of 7 with 16 nodes Bootstrap CV 21, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.827, R^2 test: 0.301 Bootstrap CV 21, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.867, R^2 test: 0.274 Bootstrap CV 21, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.909, R^2 test: 0.268 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.959, Explained Variance Score Train: 0.798 AUC Validation: 0.783, Explained Variance Score Validation: 0.311 AUC Test: 0.718, Explained Variance Score Test: 0.258 Bootstrap CV 24, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.564, R^2 test: 0.216 Bootstrap CV 24, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.617, R^2 test: 0.172 Bootstrap CV 24, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.716, R^2 test: 0.184 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.929, Explained Variance Score Train: 0.624 AUC Validation: 0.752, Explained Variance Score Validation: 0.219 AUC Test: 0.764, Explained Variance Score Test: 0.285 Bootstrap CV 23, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.639, R^2 test: 0.045 Bootstrap CV 23, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.717, R^2 test: 0.033 Bootstrap CV 23, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.766, R^2 test: 0.056 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.929, Explained Variance Score Train: 0.652 AUC Validation: 0.635, Explained Variance Score Validation: 0.117 AUC Test: 0.748, Explained Variance Score Test: 0.271 Bootstrap CV 20, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.706, R^2 test: 0.430 Bootstrap CV 20, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.773, R^2 test: 0.459 Bootstrap CV 20, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.768, R^2 test: 0.427 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.956, Explained Variance Score Train: 0.723 AUC Validation: 0.747, Explained Variance Score Validation: 0.429 AUC Test: 0.734, Explained Variance Score Test: 0.284 Bootstrap CV 16, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.646, R^2 test: 0.241 Bootstrap CV 16, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.683, R^2 test: 0.252 Bootstrap CV 16, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.728, R^2 test: 0.247 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.959, Explained Variance Score Train: 0.660 AUC Validation: 0.727, Explained Variance Score Validation: 0.265 AUC Test: 0.754, Explained Variance Score Test: 0.255 Bootstrap CV 29, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.733, R^2 test: 0.264 Bootstrap CV 29, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.784, R^2 test: 0.230 Bootstrap CV 29, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.809, R^2 test: 0.251 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.966, Explained Variance Score Train: 0.770 AUC Validation: 0.694, Explained Variance Score Validation: 0.256 AUC Test: 0.735, Explained Variance Score Test: 0.271 Bootstrap CV 25, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.705, R^2 test: 0.218 Bootstrap CV 25, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.735, R^2 test: 0.234 Bootstrap CV 25, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.783, R^2 test: 0.220 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.953, Explained Variance Score Train: 0.787 AUC Validation: 0.694, Explained Variance Score Validation: 0.243 AUC Test: 0.740, Explained Variance Score Test: 0.240 Bootstrap CV 19, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.606, R^2 test: 0.124 Bootstrap CV 19, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.656, R^2 test: 0.114 Bootstrap CV 19, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.692, R^2 test: 0.068 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.960, Explained Variance Score Train: 0.701 AUC Validation: 0.750, Explained Variance Score Validation: 0.124 AUC Test: 0.746, Explained Variance Score Test: 0.259 Bootstrap CV 22, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.706, R^2 test: 0.229 Bootstrap CV 22, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.779, R^2 test: 0.214 Bootstrap CV 22, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.779, R^2 test: 0.228 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.933, Explained Variance Score Train: 0.875 AUC Validation: 0.823, Explained Variance Score Validation: 0.224 AUC Test: 0.751, Explained Variance Score Test: 0.293 Bootstrap CV 27, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.621, R^2 test: 0.163 Bootstrap CV 27, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.768, R^2 test: 0.218 Bootstrap CV 27, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.773, R^2 test: 0.188 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.814 AUC Validation: 0.831, Explained Variance Score Validation: 0.196 AUC Test: 0.733, Explained Variance Score Test: 0.276 Bootstrap CV 30, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.706, R^2 test: 0.177 Bootstrap CV 30, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.759, R^2 test: 0.201 Bootstrap CV 30, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.875, R^2 test: 0.244 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.984, Explained Variance Score Train: 0.770 AUC Validation: 0.760, Explained Variance Score Validation: 0.250 AUC Test: 0.712, Explained Variance Score Test: 0.214 Bootstrap CV 28, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.787, R^2 test: 0.256 Bootstrap CV 28, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.817, R^2 test: 0.269 Bootstrap CV 28, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.891, R^2 test: 0.257 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.966, Explained Variance Score Train: 0.852 AUC Validation: 0.731, Explained Variance Score Validation: 0.270 AUC Test: 0.755, Explained Variance Score Test: 0.290 Bootstrap CV 31, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.698, R^2 test: 0.302 Bootstrap CV 31, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.741, R^2 test: 0.299 Bootstrap CV 31, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.758, R^2 test: 0.310 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.948, Explained Variance Score Train: 0.723 AUC Validation: 0.804, Explained Variance Score Validation: 0.339 AUC Test: 0.723, Explained Variance Score Test: 0.243 Bootstrap CV 26, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.703, R^2 test: 0.117 Bootstrap CV 26, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.783, R^2 test: 0.106 Bootstrap CV 26, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.884, R^2 test: 0.136 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.973, Explained Variance Score Train: 0.835 AUC Validation: 0.729, Explained Variance Score Validation: 0.153 AUC Test: 0.731, Explained Variance Score Test: 0.242 Bootstrap CV 17, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.730, R^2 test: 0.217 Bootstrap CV 17, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.809, R^2 test: 0.203 Bootstrap CV 17, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.804, R^2 test: 0.228 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.943, Explained Variance Score Train: 0.779 AUC Validation: 0.794, Explained Variance Score Validation: 0.233 AUC Test: 0.748, Explained Variance Score Test: 0.265 Bootstrap CV 18, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.604, R^2 test: 0.101 Bootstrap CV 18, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.660, R^2 test: 0.140 Bootstrap CV 18, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.661, R^2 test: 0.127 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.942, Explained Variance Score Train: 0.707 AUC Validation: 0.601, Explained Variance Score Validation: 0.229 AUC Test: 0.746, Explained Variance Score Test: 0.283 Running batch 3 of 7 with 16 nodes Bootstrap CV 37, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.592, R^2 test: 0.264 Bootstrap CV 37, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.667, R^2 test: 0.309 Bootstrap CV 37, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.693, R^2 test: 0.281 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.931, Explained Variance Score Train: 0.634 AUC Validation: 0.759, Explained Variance Score Validation: 0.280 AUC Test: 0.743, Explained Variance Score Test: 0.269 Bootstrap CV 44, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.840, R^2 test: 0.076 Bootstrap CV 44, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.865, R^2 test: 0.076 Bootstrap CV 44, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.857, R^2 test: 0.045 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.940, Explained Variance Score Train: 0.813 AUC Validation: 0.687, Explained Variance Score Validation: 0.166 AUC Test: 0.743, Explained Variance Score Test: 0.234 Bootstrap CV 36, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.754, R^2 test: 0.165 Bootstrap CV 36, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.801, R^2 test: 0.182 Bootstrap CV 36, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.833, R^2 test: 0.176 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.952, Explained Variance Score Train: 0.766 AUC Validation: 0.742, Explained Variance Score Validation: 0.248 AUC Test: 0.728, Explained Variance Score Test: 0.270 Bootstrap CV 39, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.740, R^2 test: 0.094 Bootstrap CV 39, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.755, R^2 test: 0.111 Bootstrap CV 39, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.784, R^2 test: 0.100 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.933, Explained Variance Score Train: 0.743 AUC Validation: 0.574, Explained Variance Score Validation: 0.149 AUC Test: 0.744, Explained Variance Score Test: 0.252 Bootstrap CV 42, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.755, R^2 test: 0.093 Bootstrap CV 42, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.820, R^2 test: 0.098 Bootstrap CV 42, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.850, R^2 test: 0.082 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.928, Explained Variance Score Train: 0.758 AUC Validation: 0.703, Explained Variance Score Validation: 0.158 AUC Test: 0.768, Explained Variance Score Test: 0.282 Bootstrap CV 47, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.689, R^2 test: 0.211 Bootstrap CV 47, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.696, R^2 test: 0.186 Bootstrap CV 47, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.783, R^2 test: 0.207 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.966, Explained Variance Score Train: 0.687 AUC Validation: 0.767, Explained Variance Score Validation: 0.255 AUC Test: 0.723, Explained Variance Score Test: 0.235 Bootstrap CV 46, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.773, R^2 test: 0.356 Bootstrap CV 46, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.844, R^2 test: 0.344 Bootstrap CV 46, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.863, R^2 test: 0.365 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.964, Explained Variance Score Train: 0.820 AUC Validation: 0.787, Explained Variance Score Validation: 0.386 AUC Test: 0.750, Explained Variance Score Test: 0.257 Bootstrap CV 35, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.708, R^2 test: 0.095 Bootstrap CV 35, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.768, R^2 test: 0.080 Bootstrap CV 35, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.764, R^2 test: 0.058 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.945, Explained Variance Score Train: 0.728 AUC Validation: 0.729, Explained Variance Score Validation: 0.104 AUC Test: 0.746, Explained Variance Score Test: 0.237 Bootstrap CV 33, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.667, R^2 test: 0.144 Bootstrap CV 33, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.719, R^2 test: 0.159 Bootstrap CV 33, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.760, R^2 test: 0.132 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.945, Explained Variance Score Train: 0.727 AUC Validation: 0.708, Explained Variance Score Validation: 0.177 AUC Test: 0.735, Explained Variance Score Test: 0.262 Bootstrap CV 34, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.601, R^2 test: 0.201 Bootstrap CV 34, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.659, R^2 test: 0.174 Bootstrap CV 34, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.726, R^2 test: 0.174 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.937, Explained Variance Score Train: 0.711 AUC Validation: 0.767, Explained Variance Score Validation: 0.204 AUC Test: 0.724, Explained Variance Score Test: 0.281 Bootstrap CV 41, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.713, R^2 test: 0.153 Bootstrap CV 41, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.750, R^2 test: 0.125 Bootstrap CV 41, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.777, R^2 test: 0.132 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.962, Explained Variance Score Train: 0.783 AUC Validation: 0.685, Explained Variance Score Validation: 0.161 AUC Test: 0.763, Explained Variance Score Test: 0.288 Bootstrap CV 43, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.741, R^2 test: 0.019 Bootstrap CV 43, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.752, R^2 test: 0.053 Bootstrap CV 43, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.806, R^2 test: 0.017 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.955, Explained Variance Score Train: 0.827 AUC Validation: 0.633, Explained Variance Score Validation: 0.022 AUC Test: 0.737, Explained Variance Score Test: 0.310 Bootstrap CV 38, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.767, R^2 test: 0.185 Bootstrap CV 38, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.819, R^2 test: 0.194 Bootstrap CV 38, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.814, R^2 test: 0.208 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.966, Explained Variance Score Train: 0.799 AUC Validation: 0.719, Explained Variance Score Validation: 0.155 AUC Test: 0.758, Explained Variance Score Test: 0.298 Bootstrap CV 40, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.796, R^2 test: 0.188 Bootstrap CV 40, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.861, R^2 test: 0.189 Bootstrap CV 40, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.823, R^2 test: 0.224 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.954, Explained Variance Score Train: 0.823 AUC Validation: 0.714, Explained Variance Score Validation: 0.270 AUC Test: 0.741, Explained Variance Score Test: 0.289 Bootstrap CV 32, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.691, R^2 test: 0.192 Bootstrap CV 32, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.750, R^2 test: 0.185 Bootstrap CV 32, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.759, R^2 test: 0.209 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.780 AUC Validation: 0.716, Explained Variance Score Validation: 0.177 AUC Test: 0.752, Explained Variance Score Test: 0.272 Bootstrap CV 45, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.737, R^2 test: 0.267 Bootstrap CV 45, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.763, R^2 test: 0.324 Bootstrap CV 45, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.779, R^2 test: 0.312 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.955, Explained Variance Score Train: 0.802 AUC Validation: 0.751, Explained Variance Score Validation: 0.291 AUC Test: 0.750, Explained Variance Score Test: 0.265 Running batch 4 of 7 with 16 nodes Bootstrap CV 56, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.797, R^2 test: 0.212 Bootstrap CV 56, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.862, R^2 test: 0.238 Bootstrap CV 56, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.867, R^2 test: 0.188 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.953, Explained Variance Score Train: 0.793 AUC Validation: 0.736, Explained Variance Score Validation: 0.198 AUC Test: 0.732, Explained Variance Score Test: 0.238 Bootstrap CV 52, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.659, R^2 test: 0.116 Bootstrap CV 52, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.668, R^2 test: 0.043 Bootstrap CV 52, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.805, R^2 test: 0.025 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.948, Explained Variance Score Train: 0.673 AUC Validation: 0.736, Explained Variance Score Validation: 0.083 AUC Test: 0.751, Explained Variance Score Test: 0.246 Bootstrap CV 60, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.715, R^2 test: 0.269 Bootstrap CV 60, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.767, R^2 test: 0.279 Bootstrap CV 60, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.762, R^2 test: 0.248 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.950, Explained Variance Score Train: 0.722 AUC Validation: 0.704, Explained Variance Score Validation: 0.275 AUC Test: 0.735, Explained Variance Score Test: 0.225 Bootstrap CV 58, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.844, R^2 test: 0.198 Bootstrap CV 58, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.859, R^2 test: 0.233 Bootstrap CV 58, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.870, R^2 test: 0.219 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.974, Explained Variance Score Train: 0.867 AUC Validation: 0.814, Explained Variance Score Validation: 0.292 AUC Test: 0.732, Explained Variance Score Test: 0.242 Bootstrap CV 61, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.833, R^2 test: 0.328 Bootstrap CV 61, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.881, R^2 test: 0.315 Bootstrap CV 61, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.884, R^2 test: 0.330 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.984, Explained Variance Score Train: 0.840 AUC Validation: 0.761, Explained Variance Score Validation: 0.331 AUC Test: 0.726, Explained Variance Score Test: 0.219 Bootstrap CV 50, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.778, R^2 test: 0.202 Bootstrap CV 50, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.810, R^2 test: 0.177 Bootstrap CV 50, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.856, R^2 test: 0.164 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.982, Explained Variance Score Train: 0.824 AUC Validation: 0.734, Explained Variance Score Validation: 0.193 AUC Test: 0.730, Explained Variance Score Test: 0.216 Bootstrap CV 48, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.716, R^2 test: 0.325 Bootstrap CV 48, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.814, R^2 test: 0.301 Bootstrap CV 48, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.863, R^2 test: 0.308 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.832 AUC Validation: 0.741, Explained Variance Score Validation: 0.326 AUC Test: 0.751, Explained Variance Score Test: 0.279 Bootstrap CV 49, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.636, R^2 test: 0.040 Bootstrap CV 49, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.651, R^2 test: -0.008 Bootstrap CV 49, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.698, R^2 test: 0.015 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.973, Explained Variance Score Train: 0.682 AUC Validation: 0.626, Explained Variance Score Validation: 0.050 AUC Test: 0.739, Explained Variance Score Test: 0.251 Bootstrap CV 57, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.636, R^2 test: 0.222 Bootstrap CV 57, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.738, R^2 test: 0.229 Bootstrap CV 57, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.791, R^2 test: 0.267 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.927, Explained Variance Score Train: 0.650 AUC Validation: 0.844, Explained Variance Score Validation: 0.217 AUC Test: 0.730, Explained Variance Score Test: 0.267 Bootstrap CV 53, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.765, R^2 test: -0.315 Bootstrap CV 53, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.791, R^2 test: -0.295 Bootstrap CV 53, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.817, R^2 test: -0.388 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.970, Explained Variance Score Train: 0.785 AUC Validation: 0.660, Explained Variance Score Validation: -0.307 AUC Test: 0.744, Explained Variance Score Test: 0.212 Bootstrap CV 59, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.828, R^2 test: 0.006 Bootstrap CV 59, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.877, R^2 test: -0.052 Bootstrap CV 59, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.897, R^2 test: -0.013 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.882 AUC Validation: 0.732, Explained Variance Score Validation: -0.086 AUC Test: 0.711, Explained Variance Score Test: 0.116 Bootstrap CV 63, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.642, R^2 test: 0.292 Bootstrap CV 63, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.691, R^2 test: 0.320 Bootstrap CV 63, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.704, R^2 test: 0.312 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.959, Explained Variance Score Train: 0.703 AUC Validation: 0.792, Explained Variance Score Validation: 0.356 AUC Test: 0.738, Explained Variance Score Test: 0.215 Bootstrap CV 62, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.643, R^2 test: 0.347 Bootstrap CV 62, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.722, R^2 test: 0.383 Bootstrap CV 62, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.723, R^2 test: 0.355 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.967, Explained Variance Score Train: 0.755 AUC Validation: 0.839, Explained Variance Score Validation: 0.394 AUC Test: 0.731, Explained Variance Score Test: 0.262 Bootstrap CV 51, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.822, R^2 test: 0.346 Bootstrap CV 51, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.843, R^2 test: 0.341 Bootstrap CV 51, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.840, R^2 test: 0.313 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.946, Explained Variance Score Train: 0.821 AUC Validation: 0.699, Explained Variance Score Validation: 0.315 AUC Test: 0.757, Explained Variance Score Test: 0.239 Bootstrap CV 54, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.727, R^2 test: 0.020 Bootstrap CV 54, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.745, R^2 test: 0.044 Bootstrap CV 54, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.793, R^2 test: 0.004 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.960, Explained Variance Score Train: 0.781 AUC Validation: 0.702, Explained Variance Score Validation: 0.022 AUC Test: 0.762, Explained Variance Score Test: 0.312 Bootstrap CV 55, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.738, R^2 test: 0.229 Bootstrap CV 55, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.801, R^2 test: 0.250 Bootstrap CV 55, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.812, R^2 test: 0.249 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.986, Explained Variance Score Train: 0.840 AUC Validation: 0.726, Explained Variance Score Validation: 0.242 AUC Test: 0.726, Explained Variance Score Test: 0.267 Running batch 5 of 7 with 16 nodes Bootstrap CV 72, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.675, R^2 test: 0.246 Bootstrap CV 72, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.764, R^2 test: 0.220 Bootstrap CV 72, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.779, R^2 test: 0.266 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.944, Explained Variance Score Train: 0.681 AUC Validation: 0.710, Explained Variance Score Validation: 0.256 AUC Test: 0.750, Explained Variance Score Test: 0.293 Bootstrap CV 67, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.619, R^2 test: 0.185 Bootstrap CV 67, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.663, R^2 test: 0.152 Bootstrap CV 67, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.696, R^2 test: 0.159 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.968, Explained Variance Score Train: 0.725 AUC Validation: 0.680, Explained Variance Score Validation: 0.143 AUC Test: 0.766, Explained Variance Score Test: 0.273 Bootstrap CV 71, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.852, R^2 test: 0.001 Bootstrap CV 71, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.881, R^2 test: -0.025 Bootstrap CV 71, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.905, R^2 test: 0.015 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.966, Explained Variance Score Train: 0.855 AUC Validation: 0.676, Explained Variance Score Validation: 0.042 AUC Test: 0.717, Explained Variance Score Test: 0.233 Bootstrap CV 64, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.735, R^2 test: 0.219 Bootstrap CV 64, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.815, R^2 test: 0.224 Bootstrap CV 64, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.882, R^2 test: 0.237 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.977, Explained Variance Score Train: 0.762 AUC Validation: 0.673, Explained Variance Score Validation: 0.240 AUC Test: 0.742, Explained Variance Score Test: 0.256 Bootstrap CV 79, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.701, R^2 test: 0.165 Bootstrap CV 79, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.791, R^2 test: 0.135 Bootstrap CV 79, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.818, R^2 test: 0.133 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.931, Explained Variance Score Train: 0.725 AUC Validation: 0.707, Explained Variance Score Validation: 0.204 AUC Test: 0.720, Explained Variance Score Test: 0.240 Bootstrap CV 76, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.745, R^2 test: 0.065 Bootstrap CV 76, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.803, R^2 test: 0.030 Bootstrap CV 76, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.851, R^2 test: -0.004 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.969, Explained Variance Score Train: 0.742 AUC Validation: 0.701, Explained Variance Score Validation: 0.080 AUC Test: 0.739, Explained Variance Score Test: 0.251 Bootstrap CV 74, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.568, R^2 test: 0.248 Bootstrap CV 74, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.687, R^2 test: 0.269 Bootstrap CV 74, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.690, R^2 test: 0.256 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.953, Explained Variance Score Train: 0.613 AUC Validation: 0.711, Explained Variance Score Validation: 0.278 AUC Test: 0.740, Explained Variance Score Test: 0.232 Bootstrap CV 68, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.757, R^2 test: 0.263 Bootstrap CV 68, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.804, R^2 test: 0.259 Bootstrap CV 68, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.876, R^2 test: 0.263 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.963, Explained Variance Score Train: 0.767 AUC Validation: 0.795, Explained Variance Score Validation: 0.273 AUC Test: 0.743, Explained Variance Score Test: 0.261 Bootstrap CV 70, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.703, R^2 test: 0.192 Bootstrap CV 70, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.731, R^2 test: 0.199 Bootstrap CV 70, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.758, R^2 test: 0.206 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.968, Explained Variance Score Train: 0.702 AUC Validation: 0.762, Explained Variance Score Validation: 0.236 AUC Test: 0.757, Explained Variance Score Test: 0.290 Bootstrap CV 75, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.764, R^2 test: 0.041 Bootstrap CV 75, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.752, R^2 test: 0.119 Bootstrap CV 75, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.822, R^2 test: 0.079 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.980, Explained Variance Score Train: 0.784 AUC Validation: 0.640, Explained Variance Score Validation: 0.178 AUC Test: 0.714, Explained Variance Score Test: 0.232 Bootstrap CV 65, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.689, R^2 test: 0.235 Bootstrap CV 65, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.737, R^2 test: 0.203 Bootstrap CV 65, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.765, R^2 test: 0.151 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.954, Explained Variance Score Train: 0.681 AUC Validation: 0.718, Explained Variance Score Validation: 0.161 AUC Test: 0.726, Explained Variance Score Test: 0.245 Bootstrap CV 69, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.734, R^2 test: 0.228 Bootstrap CV 69, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.759, R^2 test: 0.217 Bootstrap CV 69, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.799, R^2 test: 0.218 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.967, Explained Variance Score Train: 0.788 AUC Validation: 0.703, Explained Variance Score Validation: 0.206 AUC Test: 0.713, Explained Variance Score Test: 0.223 Bootstrap CV 66, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.702, R^2 test: 0.182 Bootstrap CV 66, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.776, R^2 test: 0.213 Bootstrap CV 66, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.834, R^2 test: 0.229 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.963, Explained Variance Score Train: 0.791 AUC Validation: 0.711, Explained Variance Score Validation: 0.212 AUC Test: 0.745, Explained Variance Score Test: 0.261 Bootstrap CV 78, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.797, R^2 test: 0.295 Bootstrap CV 78, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.832, R^2 test: 0.276 Bootstrap CV 78, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.849, R^2 test: 0.309 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.974, Explained Variance Score Train: 0.827 AUC Validation: 0.819, Explained Variance Score Validation: 0.330 AUC Test: 0.763, Explained Variance Score Test: 0.232 Bootstrap CV 73, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.748, R^2 test: 0.027 Bootstrap CV 73, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.803, R^2 test: -0.027 Bootstrap CV 73, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.805, R^2 test: -0.031 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.960, Explained Variance Score Train: 0.795 AUC Validation: 0.629, Explained Variance Score Validation: 0.011 AUC Test: 0.755, Explained Variance Score Test: 0.219 Bootstrap CV 77, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.750, R^2 test: 0.209 Bootstrap CV 77, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.822, R^2 test: 0.221 Bootstrap CV 77, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.884, R^2 test: 0.235 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.973, Explained Variance Score Train: 0.849 AUC Validation: 0.721, Explained Variance Score Validation: 0.236 AUC Test: 0.759, Explained Variance Score Test: 0.255 Running batch 6 of 7 with 16 nodes Bootstrap CV 89, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.693, R^2 test: 0.178 Bootstrap CV 89, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.805, R^2 test: 0.206 Bootstrap CV 89, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.852, R^2 test: 0.191 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.930, Explained Variance Score Train: 0.643 AUC Validation: 0.720, Explained Variance Score Validation: 0.214 AUC Test: 0.726, Explained Variance Score Test: 0.262 Bootstrap CV 92, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.683, R^2 test: 0.364 Bootstrap CV 92, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.732, R^2 test: 0.356 Bootstrap CV 92, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.761, R^2 test: 0.398 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.964, Explained Variance Score Train: 0.722 AUC Validation: 0.666, Explained Variance Score Validation: 0.375 AUC Test: 0.760, Explained Variance Score Test: 0.279 Bootstrap CV 80, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.670, R^2 test: 0.074 Bootstrap CV 80, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.697, R^2 test: 0.070 Bootstrap CV 80, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.854, R^2 test: 0.091 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.956, Explained Variance Score Train: 0.691 AUC Validation: 0.719, Explained Variance Score Validation: 0.109 AUC Test: 0.737, Explained Variance Score Test: 0.255 Bootstrap CV 85, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.545, R^2 test: 0.176 Bootstrap CV 85, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.626, R^2 test: 0.247 Bootstrap CV 85, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.644, R^2 test: 0.187 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.946, Explained Variance Score Train: 0.661 AUC Validation: 0.766, Explained Variance Score Validation: 0.278 AUC Test: 0.786, Explained Variance Score Test: 0.315 Bootstrap CV 87, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.691, R^2 test: 0.186 Bootstrap CV 87, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.726, R^2 test: 0.200 Bootstrap CV 87, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.759, R^2 test: 0.233 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.934, Explained Variance Score Train: 0.738 AUC Validation: 0.695, Explained Variance Score Validation: 0.196 AUC Test: 0.730, Explained Variance Score Test: 0.238 Bootstrap CV 86, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.752, R^2 test: 0.152 Bootstrap CV 86, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.821, R^2 test: 0.098 Bootstrap CV 86, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.850, R^2 test: 0.121 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.978, Explained Variance Score Train: 0.724 AUC Validation: 0.728, Explained Variance Score Validation: 0.164 AUC Test: 0.766, Explained Variance Score Test: 0.292 Bootstrap CV 94, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.728, R^2 test: 0.226 Bootstrap CV 94, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.770, R^2 test: 0.198 Bootstrap CV 94, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.800, R^2 test: 0.213 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.962, Explained Variance Score Train: 0.789 AUC Validation: 0.799, Explained Variance Score Validation: 0.215 AUC Test: 0.775, Explained Variance Score Test: 0.275 Bootstrap CV 95, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.668, R^2 test: 0.262 Bootstrap CV 95, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.712, R^2 test: 0.298 Bootstrap CV 95, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.746, R^2 test: 0.279 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.962, Explained Variance Score Train: 0.670 AUC Validation: 0.669, Explained Variance Score Validation: 0.301 AUC Test: 0.771, Explained Variance Score Test: 0.303 Bootstrap CV 84, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.629, R^2 test: 0.154 Bootstrap CV 84, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.699, R^2 test: 0.199 Bootstrap CV 84, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.747, R^2 test: 0.138 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.940, Explained Variance Score Train: 0.711 AUC Validation: 0.761, Explained Variance Score Validation: 0.124 AUC Test: 0.743, Explained Variance Score Test: 0.260 Bootstrap CV 90, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.667, R^2 test: 0.223 Bootstrap CV 90, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.722, R^2 test: 0.215 Bootstrap CV 90, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.793, R^2 test: 0.221 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.962, Explained Variance Score Train: 0.685 AUC Validation: 0.748, Explained Variance Score Validation: 0.228 AUC Test: 0.744, Explained Variance Score Test: 0.282 Bootstrap CV 91, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.623, R^2 test: 0.113 Bootstrap CV 91, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.659, R^2 test: 0.136 Bootstrap CV 91, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.678, R^2 test: 0.141 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.955, Explained Variance Score Train: 0.610 AUC Validation: 0.627, Explained Variance Score Validation: 0.173 AUC Test: 0.772, Explained Variance Score Test: 0.274 Bootstrap CV 82, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.671, R^2 test: 0.348 Bootstrap CV 82, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.744, R^2 test: 0.357 Bootstrap CV 82, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.748, R^2 test: 0.360 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.951, Explained Variance Score Train: 0.725 AUC Validation: 0.766, Explained Variance Score Validation: 0.343 AUC Test: 0.732, Explained Variance Score Test: 0.285 Bootstrap CV 93, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.711, R^2 test: 0.136 Bootstrap CV 93, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.738, R^2 test: 0.159 Bootstrap CV 93, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.814, R^2 test: 0.157 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.969, Explained Variance Score Train: 0.778 AUC Validation: 0.759, Explained Variance Score Validation: 0.244 AUC Test: 0.724, Explained Variance Score Test: 0.251 Bootstrap CV 83, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.820, R^2 test: 0.055 Bootstrap CV 83, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.839, R^2 test: 0.048 Bootstrap CV 83, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.883, R^2 test: 0.009 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.978, Explained Variance Score Train: 0.870 AUC Validation: 0.687, Explained Variance Score Validation: 0.109 AUC Test: 0.767, Explained Variance Score Test: 0.311 Bootstrap CV 88, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.819, R^2 test: 0.224 Bootstrap CV 88, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.828, R^2 test: 0.245 Bootstrap CV 88, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.889, R^2 test: 0.188 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.950, Explained Variance Score Train: 0.844 AUC Validation: 0.757, Explained Variance Score Validation: 0.241 AUC Test: 0.772, Explained Variance Score Test: 0.309 Bootstrap CV 81, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.764, R^2 test: 0.315 Bootstrap CV 81, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.805, R^2 test: 0.324 Bootstrap CV 81, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.840, R^2 test: 0.305 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.862 AUC Validation: 0.761, Explained Variance Score Validation: 0.314 AUC Test: 0.764, Explained Variance Score Test: 0.326 Running batch 7 of 7 with 4 nodes Bootstrap CV 97, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.712, R^2 test: 0.235 Bootstrap CV 97, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.783, R^2 test: 0.250 Bootstrap CV 97, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.817, R^2 test: 0.278 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.957, Explained Variance Score Train: 0.740 AUC Validation: 0.761, Explained Variance Score Validation: 0.275 AUC Test: 0.772, Explained Variance Score Test: 0.301 Bootstrap CV 96, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.777, R^2 test: 0.130 Bootstrap CV 96, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.743, R^2 test: 0.129 Bootstrap CV 96, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.858, R^2 test: 0.149 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.940, Explained Variance Score Train: 0.759 AUC Validation: 0.705, Explained Variance Score Validation: 0.193 AUC Test: 0.749, Explained Variance Score Test: 0.282 Bootstrap CV 99, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.687, R^2 test: 0.256 Bootstrap CV 99, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.797, R^2 test: 0.255 Bootstrap CV 99, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.782, R^2 test: 0.255 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.957, Explained Variance Score Train: 0.750 AUC Validation: 0.621, Explained Variance Score Validation: 0.233 AUC Test: 0.728, Explained Variance Score Test: 0.237 Bootstrap CV 98, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.782, R^2 test: 0.235 Bootstrap CV 98, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.829, R^2 test: 0.180 Bootstrap CV 98, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.825, R^2 test: 0.263 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.965, Explained Variance Score Train: 0.835 AUC Validation: 0.764, Explained Variance Score Validation: 0.251 AUC Test: 0.751, Explained Variance Score Test: 0.283 total Variables 35 and total subjects: 1751 ->AUC validation: 0.727 95% CI: [0.715 , 0.738] ->AUC test: 0.744 95% CI: [0.740 , 0.747] ->R^2 validation: 0.211 95% CI: [0.190 , 0.232] ->R^2 test: 0.262 95% CI: [0.256 , 0.267] ->Explained Variance validation: 0.190 95% CI: [0.168 , 0.212] ->Explained Variance test: 0.246 95% CI: [0.240 , 0.252] Test set metrics: @threshold:3.670, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:2.670, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:2.653, sens:0.000, spec:0.996, ppv:0.000, acc:0.760, f1:0.000, mcc:-0.034, total+:1, total-:349 @threshold:2.637, sens:0.000, spec:0.993, ppv:0.000, acc:0.757, f1:0.000, mcc:-0.024, total+:2, total-:348 @threshold:2.632, sens:0.012, spec:0.993, ppv:0.333, acc:0.760, f1:0.023, mcc:0.012, total+:3, total-:347 @threshold:1.013, sens:0.133, spec:0.989, ppv:0.786, acc:0.786, f1:0.227, mcc:0.100, total+:14, total-:336 @threshold:1.012, sens:0.145, spec:0.989, ppv:0.800, acc:0.789, f1:0.245, mcc:0.106, total+:15, total-:335 @threshold:0.873, sens:0.145, spec:0.985, ppv:0.750, acc:0.786, f1:0.242, mcc:0.075, total+:16, total-:334 @threshold:0.861, sens:0.157, spec:0.985, ppv:0.765, acc:0.789, f1:0.260, mcc:0.079, total+:17, total-:333 @threshold:0.832, sens:0.169, spec:0.981, ppv:0.737, acc:0.789, f1:0.275, mcc:0.064, total+:19, total-:331 @threshold:0.796, sens:0.181, spec:0.974, ppv:0.682, acc:0.786, f1:0.286, mcc:0.044, total+:22, total-:328 @threshold:0.768, sens:0.193, spec:0.970, ppv:0.667, acc:0.786, f1:0.299, mcc:0.039, total+:24, total-:326 @threshold:0.767, sens:0.205, spec:0.970, ppv:0.680, acc:0.789, f1:0.315, mcc:0.041, total+:25, total-:325 @threshold:0.760, sens:0.205, spec:0.966, ppv:0.654, acc:0.786, f1:0.312, mcc:0.035, total+:26, total-:324 @threshold:0.742, sens:0.217, spec:0.966, ppv:0.667, acc:0.789, f1:0.327, mcc:0.037, total+:27, total-:323 @threshold:0.702, sens:0.217, spec:0.963, ppv:0.643, acc:0.786, f1:0.324, mcc:0.032, total+:28, total-:322 @threshold:0.663, sens:0.229, spec:0.959, ppv:0.633, acc:0.786, f1:0.336, mcc:0.030, total+:30, total-:320 @threshold:0.662, sens:0.229, spec:0.955, ppv:0.613, acc:0.783, f1:0.333, mcc:0.026, total+:31, total-:319 @threshold:0.550, sens:0.241, spec:0.948, ppv:0.588, acc:0.780, f1:0.342, mcc:0.022, total+:34, total-:316 @threshold:0.505, sens:0.241, spec:0.944, ppv:0.571, acc:0.777, f1:0.339, mcc:0.020, total+:35, total-:315 @threshold:0.445, sens:0.253, spec:0.933, ppv:0.538, acc:0.771, f1:0.344, mcc:0.016, total+:39, total-:311 @threshold:0.431, sens:0.253, spec:0.929, ppv:0.525, acc:0.769, f1:0.341, mcc:0.015, total+:40, total-:310 @threshold:0.402, sens:0.265, spec:0.929, ppv:0.537, acc:0.771, f1:0.355, mcc:0.016, total+:41, total-:309 @threshold:0.389, sens:0.277, spec:0.925, ppv:0.535, acc:0.771, f1:0.365, mcc:0.015, total+:43, total-:307 @threshold:0.370, sens:0.289, spec:0.918, ppv:0.522, acc:0.769, f1:0.372, mcc:0.014, total+:46, total-:304 @threshold:0.367, sens:0.289, spec:0.914, ppv:0.511, acc:0.766, f1:0.369, mcc:0.013, total+:47, total-:303 @threshold:0.355, sens:0.301, spec:0.914, ppv:0.521, acc:0.769, f1:0.382, mcc:0.013, total+:48, total-:302 @threshold:0.354, sens:0.301, spec:0.910, ppv:0.510, acc:0.766, f1:0.379, mcc:0.013, total+:49, total-:301 @threshold:0.307, sens:0.313, spec:0.884, ppv:0.456, acc:0.749, f1:0.371, mcc:0.009, total+:57, total-:293 @threshold:0.294, sens:0.313, spec:0.880, ppv:0.448, acc:0.746, f1:0.369, mcc:0.008, total+:58, total-:292 @threshold:0.290, sens:0.325, spec:0.880, ppv:0.458, acc:0.749, f1:0.380, mcc:0.009, total+:59, total-:291 @threshold:0.290, sens:0.325, spec:0.876, ppv:0.450, acc:0.746, f1:0.378, mcc:0.008, total+:60, total-:290 @threshold:0.288, sens:0.337, spec:0.876, ppv:0.459, acc:0.749, f1:0.389, mcc:0.009, total+:61, total-:289 @threshold:0.276, sens:0.361, spec:0.873, ppv:0.469, acc:0.751, f1:0.408, mcc:0.009, total+:64, total-:286 @threshold:0.258, sens:0.373, spec:0.865, ppv:0.463, acc:0.749, f1:0.413, mcc:0.009, total+:67, total-:283 @threshold:0.241, sens:0.373, spec:0.861, ppv:0.456, acc:0.746, f1:0.411, mcc:0.008, total+:68, total-:282 @threshold:0.219, sens:0.386, spec:0.858, ppv:0.457, acc:0.746, f1:0.418, mcc:0.008, total+:70, total-:280 @threshold:0.209, sens:0.398, spec:0.854, ppv:0.458, acc:0.746, f1:0.426, mcc:0.008, total+:72, total-:278 @threshold:0.201, sens:0.410, spec:0.846, ppv:0.453, acc:0.743, f1:0.430, mcc:0.008, total+:75, total-:275 @threshold:0.179, sens:0.410, spec:0.843, ppv:0.447, acc:0.740, f1:0.428, mcc:0.007, total+:76, total-:274 @threshold:0.172, sens:0.422, spec:0.843, ppv:0.455, acc:0.743, f1:0.438, mcc:0.008, total+:77, total-:273 @threshold:0.170, sens:0.422, spec:0.839, ppv:0.449, acc:0.740, f1:0.435, mcc:0.007, total+:78, total-:272 @threshold:0.157, sens:0.434, spec:0.831, ppv:0.444, acc:0.737, f1:0.439, mcc:0.007, total+:81, total-:269 @threshold:0.154, sens:0.434, spec:0.828, ppv:0.439, acc:0.734, f1:0.436, mcc:0.007, total+:82, total-:268 @threshold:0.117, sens:0.446, spec:0.801, ppv:0.411, acc:0.717, f1:0.428, mcc:0.006, total+:90, total-:260 @threshold:0.107, sens:0.470, spec:0.798, ppv:0.419, acc:0.720, f1:0.443, mcc:0.006, total+:93, total-:257 @threshold:0.100, sens:0.482, spec:0.794, ppv:0.421, acc:0.720, f1:0.449, mcc:0.006, total+:95, total-:255 @threshold:0.091, sens:0.482, spec:0.790, ppv:0.417, acc:0.717, f1:0.447, mcc:0.006, total+:96, total-:254 @threshold:0.065, sens:0.494, spec:0.783, ppv:0.414, acc:0.714, f1:0.451, mcc:0.006, total+:99, total-:251 @threshold:0.064, sens:0.494, spec:0.779, ppv:0.410, acc:0.711, f1:0.448, mcc:0.005, total+:100, total-:250 @threshold:0.023, sens:0.506, spec:0.764, ppv:0.400, acc:0.703, f1:0.447, mcc:0.005, total+:105, total-:245 @threshold:0.021, sens:0.518, spec:0.760, ppv:0.402, acc:0.703, f1:0.453, mcc:0.005, total+:107, total-:243 @threshold:0.004, sens:0.530, spec:0.753, ppv:0.400, acc:0.700, f1:0.456, mcc:0.005, total+:110, total-:240 @threshold:-0.003, sens:0.530, spec:0.749, ppv:0.396, acc:0.697, f1:0.454, mcc:0.005, total+:111, total-:239 @threshold:-0.028, sens:0.542, spec:0.730, ppv:0.385, acc:0.686, f1:0.450, mcc:0.004, total+:117, total-:233 @threshold:-0.031, sens:0.542, spec:0.727, ppv:0.381, acc:0.683, f1:0.448, mcc:0.004, total+:118, total-:232 @threshold:-0.039, sens:0.554, spec:0.727, ppv:0.387, acc:0.686, f1:0.455, mcc:0.004, total+:119, total-:231 @threshold:-0.040, sens:0.554, spec:0.723, ppv:0.383, acc:0.683, f1:0.453, mcc:0.004, total+:120, total-:230 @threshold:-0.121, sens:0.566, spec:0.655, ppv:0.338, acc:0.634, f1:0.423, mcc:0.003, total+:139, total-:211 @threshold:-0.122, sens:0.566, spec:0.652, ppv:0.336, acc:0.631, f1:0.422, mcc:0.003, total+:140, total-:210 @threshold:-0.129, sens:0.578, spec:0.648, ppv:0.338, acc:0.631, f1:0.427, mcc:0.003, total+:142, total-:208 @threshold:-0.139, sens:0.590, spec:0.644, ppv:0.340, acc:0.631, f1:0.432, mcc:0.003, total+:144, total-:206 @threshold:-0.142, sens:0.602, spec:0.644, ppv:0.345, acc:0.634, f1:0.439, mcc:0.003, total+:145, total-:205 @threshold:-0.146, sens:0.602, spec:0.640, ppv:0.342, acc:0.631, f1:0.437, mcc:0.003, total+:146, total-:204 @threshold:-0.154, sens:0.614, spec:0.640, ppv:0.347, acc:0.634, f1:0.443, mcc:0.003, total+:147, total-:203 @threshold:-0.163, sens:0.639, spec:0.637, ppv:0.353, acc:0.637, f1:0.455, mcc:0.003, total+:150, total-:200 @threshold:-0.184, sens:0.651, spec:0.618, ppv:0.346, acc:0.626, f1:0.452, mcc:0.003, total+:156, total-:194 @threshold:-0.198, sens:0.663, spec:0.614, ppv:0.348, acc:0.626, f1:0.456, mcc:0.003, total+:158, total-:192 @threshold:-0.205, sens:0.675, spec:0.614, ppv:0.352, acc:0.629, f1:0.463, mcc:0.003, total+:159, total-:191 @threshold:-0.206, sens:0.675, spec:0.610, ppv:0.350, acc:0.626, f1:0.461, mcc:0.003, total+:160, total-:190 @threshold:-0.213, sens:0.687, spec:0.607, ppv:0.352, acc:0.626, f1:0.465, mcc:0.003, total+:162, total-:188 @threshold:-0.213, sens:0.687, spec:0.603, ppv:0.350, acc:0.623, f1:0.463, mcc:0.003, total+:163, total-:187 @threshold:-0.214, sens:0.699, spec:0.603, ppv:0.354, acc:0.626, f1:0.470, mcc:0.003, total+:164, total-:186 @threshold:-0.215, sens:0.699, spec:0.599, ppv:0.352, acc:0.623, f1:0.468, mcc:0.003, total+:165, total-:185 @threshold:-0.223, sens:0.711, spec:0.596, ppv:0.353, acc:0.623, f1:0.472, mcc:0.003, total+:167, total-:183 @threshold:-0.227, sens:0.723, spec:0.592, ppv:0.355, acc:0.623, f1:0.476, mcc:0.003, total+:169, total-:181 @threshold:-0.259, sens:0.735, spec:0.566, ppv:0.345, acc:0.606, f1:0.469, mcc:0.003, total+:177, total-:173 @threshold:-0.260, sens:0.735, spec:0.562, ppv:0.343, acc:0.603, f1:0.467, mcc:0.003, total+:178, total-:172 @threshold:-0.261, sens:0.747, spec:0.551, ppv:0.341, acc:0.597, f1:0.468, mcc:0.003, total+:182, total-:168 @threshold:-0.265, sens:0.747, spec:0.532, ppv:0.332, acc:0.583, f1:0.459, mcc:0.003, total+:187, total-:163 @threshold:-0.266, sens:0.759, spec:0.528, ppv:0.333, acc:0.583, f1:0.463, mcc:0.003, total+:189, total-:161 @threshold:-0.282, sens:0.771, spec:0.494, ppv:0.322, acc:0.560, f1:0.454, mcc:0.003, total+:199, total-:151 @threshold:-0.284, sens:0.771, spec:0.491, ppv:0.320, acc:0.557, f1:0.452, mcc:0.003, total+:200, total-:150 @threshold:-0.305, sens:0.783, spec:0.461, ppv:0.311, acc:0.537, f1:0.445, mcc:0.002, total+:209, total-:141 @threshold:-0.308, sens:0.783, spec:0.457, ppv:0.310, acc:0.534, f1:0.444, mcc:0.002, total+:210, total-:140 @threshold:-0.310, sens:0.795, spec:0.457, ppv:0.313, acc:0.537, f1:0.449, mcc:0.002, total+:211, total-:139 @threshold:-0.311, sens:0.795, spec:0.453, ppv:0.311, acc:0.534, f1:0.447, mcc:0.002, total+:212, total-:138 @threshold:-0.336, sens:0.807, spec:0.419, ppv:0.302, acc:0.511, f1:0.439, mcc:0.002, total+:222, total-:128 @threshold:-0.337, sens:0.807, spec:0.416, ppv:0.300, acc:0.509, f1:0.438, mcc:0.002, total+:223, total-:127 @threshold:-0.353, sens:0.819, spec:0.397, ppv:0.297, acc:0.497, f1:0.436, mcc:0.002, total+:229, total-:121 @threshold:-0.353, sens:0.819, spec:0.393, ppv:0.296, acc:0.494, f1:0.435, mcc:0.002, total+:230, total-:120 @threshold:-0.355, sens:0.831, spec:0.393, ppv:0.299, acc:0.497, f1:0.439, mcc:0.002, total+:231, total-:119 @threshold:-0.358, sens:0.831, spec:0.390, ppv:0.297, acc:0.494, f1:0.438, mcc:0.002, total+:232, total-:118 @threshold:-0.369, sens:0.843, spec:0.382, ppv:0.298, acc:0.491, f1:0.440, mcc:0.002, total+:235, total-:115 @threshold:-0.374, sens:0.855, spec:0.378, ppv:0.300, acc:0.491, f1:0.444, mcc:0.002, total+:237, total-:113 @threshold:-0.386, sens:0.867, spec:0.371, ppv:0.300, acc:0.489, f1:0.446, mcc:0.002, total+:240, total-:110 @threshold:-0.399, sens:0.867, spec:0.367, ppv:0.299, acc:0.486, f1:0.444, mcc:0.002, total+:241, total-:109 @threshold:-0.410, sens:0.880, spec:0.356, ppv:0.298, acc:0.480, f1:0.445, mcc:0.002, total+:245, total-:105 @threshold:-0.411, sens:0.880, spec:0.352, ppv:0.297, acc:0.477, f1:0.444, mcc:0.002, total+:246, total-:104 @threshold:-0.430, sens:0.892, spec:0.348, ppv:0.298, acc:0.477, f1:0.447, mcc:0.002, total+:248, total-:102 @threshold:-0.438, sens:0.904, spec:0.345, ppv:0.300, acc:0.477, f1:0.450, mcc:0.002, total+:250, total-:100 @threshold:-0.441, sens:0.916, spec:0.341, ppv:0.302, acc:0.477, f1:0.454, mcc:0.002, total+:252, total-:98 @threshold:-0.453, sens:0.916, spec:0.337, ppv:0.300, acc:0.474, f1:0.452, mcc:0.002, total+:253, total-:97 @threshold:-0.503, sens:0.928, spec:0.303, ppv:0.293, acc:0.451, f1:0.445, mcc:0.002, total+:263, total-:87 @threshold:-0.504, sens:0.928, spec:0.300, ppv:0.292, acc:0.449, f1:0.444, mcc:0.002, total+:264, total-:86 @threshold:-0.561, sens:0.940, spec:0.255, ppv:0.282, acc:0.417, f1:0.433, mcc:0.002, total+:277, total-:73 @threshold:-0.567, sens:0.952, spec:0.251, ppv:0.283, acc:0.417, f1:0.436, mcc:0.002, total+:279, total-:71 @threshold:-0.590, sens:0.964, spec:0.236, ppv:0.282, acc:0.409, f1:0.436, mcc:0.002, total+:284, total-:66 @threshold:-0.592, sens:0.964, spec:0.232, ppv:0.281, acc:0.406, f1:0.435, mcc:0.002, total+:285, total-:65 @threshold:-0.640, sens:0.976, spec:0.202, ppv:0.276, acc:0.386, f1:0.430, mcc:0.002, total+:294, total-:56 @threshold:-0.643, sens:0.976, spec:0.199, ppv:0.275, acc:0.383, f1:0.429, mcc:0.002, total+:295, total-:55 @threshold:-0.875, sens:0.988, spec:0.101, ppv:0.255, acc:0.311, f1:0.405, mcc:0.002, total+:322, total-:28 @threshold:-0.879, sens:0.988, spec:0.097, ppv:0.254, acc:0.309, f1:0.404, mcc:0.002, total+:323, total-:27 @threshold:-1.724, sens:1.000, spec:0.004, ppv:0.238, acc:0.240, f1:0.384, mcc:0.002, total+:349, total-:1 * Vital: Wt for Length ZScore-avg1to3 | coef 0.044 95% CI: [0.040 , 0.047] | OR_adj 1.045 [1.041 1.049] | occ: 1377 | OR_unadj: 1.349 [1.074 1.693] | indivs AUC:0.564 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.044 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.027 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.027 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.027 MatDeliveryAge:0.026 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.014 * Vital: Wt for Length ZScore-avg13to16 | coef 0.042 95% CI: [0.038 , 0.046] | OR_adj 1.043 [1.039 1.047] | occ: 1285 | OR_unadj: 2.287 [1.818 2.877] | indivs AUC:0.673 Correlated most with: MatDeliveryAge:-0.064 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.021 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.020 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.018 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.003 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.001 Vital: Wt-gain1to5 | coef 0.040 95% CI: [0.037 , 0.043] | OR_adj 1.041 [1.038 1.044] | occ: 1472 | OR_unadj: 0.993 [0.790 1.247] | indivs AUC:0.522 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.060 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.060 MatDeliveryAge:0.025 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.018 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.018 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.015 * Vital: Wt-avg0to1 | coef 0.040 95% CI: [0.037 , 0.043] | OR_adj 1.041 [1.038 1.044] | occ: 1356 | OR_unadj: 1.489 [1.184 1.873] | indivs AUC:0.573 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.020 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.007 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.007 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.003 MatDeliveryAge:-0.002 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.001 * Vital: Wt for Length ZScore-avg5to7 | coef 0.037 95% CI: [0.033 , 0.040] | OR_adj 1.037 [1.034 1.041] | occ: 1347 | OR_unadj: 1.778 [1.414 2.235] | indivs AUC:0.617 Correlated most with: MatDeliveryAge:-0.046 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.030 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.029 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.009 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.001 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.001 * Vital: Wt Percentile-latest | coef 0.036 95% CI: [0.032 , 0.039] | OR_adj 1.036 [1.033 1.040] | occ: 1034 | OR_unadj: 2.653 [2.104 3.345] | indivs AUC:0.695 Correlated most with: MatDeliveryAge:-0.051 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.040 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.038 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.027 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.023 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.022 * Vital: BMI-avg10to13 | coef 0.035 95% CI: [0.032 , 0.039] | OR_adj 1.036 [1.032 1.039] | occ: 1400 | OR_unadj: 2.301 [1.830 2.895] | indivs AUC:0.648 Correlated most with: MatDeliveryAge:-0.077 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.043 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.029 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.024 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.024 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.005 Vital: Ht-gain7to13 | coef 0.035 95% CI: [0.033 , 0.038] | OR_adj 1.036 [1.033 1.038] | occ: 1476 | OR_unadj: 1.168 [0.864 1.580] | indivs AUC:0.536 Correlated most with: MatDeliveryAge:0.037 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.033 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.033 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.030 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.026 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.001 Vital: Ht-gain0to3 | coef 0.035 95% CI: [0.032 , 0.037] | OR_adj 1.035 [1.032 1.038] | occ: 1419 | OR_unadj: 1.156 [0.909 1.469] | indivs AUC:0.506 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.043 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.043 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.032 MatDeliveryAge:-0.017 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.010 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.004 * Vital: BMI-avg7to10 | coef 0.034 95% CI: [0.031 , 0.038] | OR_adj 1.035 [1.032 1.038] | occ: 1342 | OR_unadj: 2.069 [1.645 2.602] | indivs AUC:0.677 Correlated most with: MatDeliveryAge:-0.062 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.024 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.014 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.010 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.010 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.003 * Vital: BMI-gain0to24 | coef 0.034 95% CI: [0.031 , 0.037] | OR_adj 1.035 [1.032 1.038] | occ: 1391 | OR_unadj: 4.247 [3.349 5.386] | indivs AUC:0.749 Correlated most with: MatDeliveryAge:-0.044 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.021 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.016 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.011 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.009 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.008 Vital: Ht-avg7to10 | coef 0.034 95% CI: [0.030 , 0.038] | OR_adj 1.035 [1.031 1.039] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.483 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.032 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.023 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.023 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.018 MatDeliveryAge:0.014 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.004 MatDeliveryAge | coef 0.033 95% CI: [0.031 , 0.035] | OR_adj 1.034 [1.031 1.036] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.529 Correlated most with: MatDeliveryAge:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.025 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.015 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.013 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.012 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.005 * Vital: Wt for Length Zscore-avg10to13 | coef 0.033 95% CI: [0.029 , 0.036] | OR_adj 1.033 [1.030 1.037] | occ: 1403 | OR_unadj: 2.480 [1.970 3.122] | indivs AUC:0.670 Correlated most with: MatDeliveryAge:-0.078 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.041 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.016 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.016 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.010 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.001 * Vital: Wt for Length ZScore-avg3to5 | coef 0.032 95% CI: [0.029 , 0.036] | OR_adj 1.033 [1.029 1.037] | occ: 1321 | OR_unadj: 1.681 [1.337 2.114] | indivs AUC:0.639 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.039 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.039 MatDeliveryAge:-0.036 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.023 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.001 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.000 * Vital: BMI-latest | coef 0.032 95% CI: [0.029 , 0.035] | OR_adj 1.033 [1.029 1.036] | occ: 1672 | OR_unadj: 4.483 [3.496 5.747] | indivs AUC:0.731 Correlated most with: MatDeliveryAge:-0.053 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.034 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.024 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.024 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.003 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.001 * Vital: Wt for Length ZScore-avg7to10 | coef 0.031 95% CI: [0.028 , 0.034] | OR_adj 1.031 [1.028 1.034] | occ: 1346 | OR_unadj: 2.147 [1.708 2.700] | indivs AUC:0.675 Correlated most with: MatDeliveryAge:-0.069 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.024 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.015 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.007 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.003 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.003 Vital: HC-gain1to5 | coef 0.031 95% CI: [0.028 , 0.033] | OR_adj 1.031 [1.029 1.034] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.445 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.067 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.067 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.037 MatDeliveryAge:-0.003 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.003 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.031 95% CI: [0.027 , 0.034] | OR_adj 1.031 [1.028 1.034] | occ: 1120 | OR_unadj: 1.085 [0.845 1.392] | indivs AUC:0.463 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.337 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.044 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.006 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.006 MatDeliveryAge:-0.005 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef 0.030 95% CI: [0.027 , 0.033] | OR_adj 1.031 [1.028 1.033] | occ: 1067 | OR_unadj: 1.024 [0.789 1.329] | indivs AUC:0.503 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.046 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.044 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.042 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.042 MatDeliveryAge:0.015 * Vital: BMI-avg16to19 | coef 0.030 95% CI: [0.028 , 0.032] | OR_adj 1.030 [1.028 1.033] | occ: 1293 | OR_unadj: 3.189 [2.527 4.025] | indivs AUC:0.723 Correlated most with: MatDeliveryAge:-0.057 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.046 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.045 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.040 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.018 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.010 * Vital: BMI-avg3to5 | coef 0.029 95% CI: [0.026 , 0.031] | OR_adj 1.029 [1.027 1.031] | occ: 1314 | OR_unadj: 1.808 [1.437 2.274] | indivs AUC:0.635 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.049 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.049 MatDeliveryAge:-0.029 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.019 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.012 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.004 * Vital: Wt for Length ZScore-avg16to19 | coef 0.028 95% CI: [0.026 , 0.031] | OR_adj 1.029 [1.026 1.031] | occ: 1292 | OR_unadj: 3.143 [2.490 3.966] | indivs AUC:0.718 Correlated most with: MatDeliveryAge:-0.071 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.045 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.044 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.039 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.008 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.007 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.028 95% CI: [0.025 , 0.030] | OR_adj 1.028 [1.026 1.030] | occ: 1124 | OR_unadj: 1.167 [0.908 1.500] | indivs AUC:0.513 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.337 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.310 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.309 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.046 MatDeliveryAge:0.025 * Vital: Wt-latest | coef 0.025 95% CI: [0.022 , 0.028] | OR_adj 1.025 [1.022 1.028] | occ: 1677 | OR_unadj: 4.020 [3.127 5.168] | indivs AUC:0.703 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.054 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.053 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.022 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.020 MatDeliveryAge:0.008 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.002 * Vital: Wt-avg19to24 | coef 0.021 95% CI: [0.019 , 0.023] | OR_adj 1.021 [1.019 1.023] | occ: 1417 | OR_unadj: 4.067 [3.209 5.154] | indivs AUC:0.749 Correlated most with: MatDeliveryAge:-0.029 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.026 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.019 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.018 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.009 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.006 * Vital: Wt for Len Percentile-avg10to13 | coef 0.019 95% CI: [0.017 , 0.021] | OR_adj 1.019 [1.017 1.021] | occ: 1404 | OR_unadj: 2.684 [2.131 3.381] | indivs AUC:0.669 Correlated most with: MatDeliveryAge:-0.077 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.026 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.013 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.011 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.011 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.010 * Vital: Wt for Length ZScore-latest | coef 0.018 95% CI: [0.016 , 0.019] | OR_adj 1.018 [1.016 1.020] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.761 Correlated most with: MatDeliveryAge:-0.047 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.036 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.014 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.008 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.008 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.002 * Vital: Wt for Length ZScore-gain0to24 | coef 0.018 95% CI: [0.016 , 0.019] | OR_adj 1.018 [1.016 1.019] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.761 Correlated most with: MatDeliveryAge:-0.047 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.036 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.014 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.008 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.008 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.002 * Vital: Wt-gain0to24 | coef 0.018 95% CI: [0.016 , 0.019] | OR_adj 1.018 [1.016 1.020] | occ: 1411 | OR_unadj: 3.949 [3.118 5.001] | indivs AUC:0.735 Correlated most with: MatDeliveryAge:-0.034 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.023 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.017 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.016 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.012 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.005 * Vital: Wt for Len Percentile-avg5to7 | coef 0.017 95% CI: [0.015 , 0.019] | OR_adj 1.017 [1.015 1.019] | occ: 1198 | OR_unadj: 2.078 [1.634 2.643] | indivs AUC:0.619 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.047 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.047 MatDeliveryAge:-0.045 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.020 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.002 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.001 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.016 95% CI: [0.015 , 0.017] | OR_adj 1.016 [1.015 1.017] | occ: 1123 | OR_unadj: 1.303 [1.018 1.669] | indivs AUC:0.504 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.998 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.310 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.042 MatDeliveryAge:0.013 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.006 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest | coef 0.016 95% CI: [0.015 , 0.017] | OR_adj 1.016 [1.015 1.017] | occ: 1129 | OR_unadj: 1.293 [1.010 1.656] | indivs AUC:0.499 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.998 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.309 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.042 MatDeliveryAge:0.012 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.006 * Vital: Wt for Len Percentile-avg16to19 | coef 0.012 95% CI: [0.011 , 0.014] | OR_adj 1.012 [1.011 1.014] | occ: 1294 | OR_unadj: 3.224 [2.551 4.073] | indivs AUC:0.735 Correlated most with: MatDeliveryAge:-0.089 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.055 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.055 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.025 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.006 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.002 * Vital: Wt for Len Percentile-latest | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1601 | OR_unadj: 4.255 [3.294 5.497] | indivs AUC:0.751 Correlated most with: MatDeliveryAge:-0.064 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.033 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.022 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.021 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.008 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.001 Vital : 0.846369075036 MatDeliveryAge : 0.0331141199586 Census : 0.120516805005 Time to run analysis 0:03:36.234854 Total Time elapsed 8:11:05.942493 ----------------------------------------------------- boys lasso_fts no_census lasso regression Running batch 1 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 1, alpha = 0.001, R^2 train: 0.331, R^2 test: 0.156 Bootstrap CV 1, alpha = 0.005, R^2 train: 0.326, R^2 test: 0.182 Bootstrap CV 1, alpha = 0.01, R^2 train: 0.319, R^2 test: 0.198 Bootstrap CV 1, alpha = 0.1, R^2 train: 0.255, R^2 test: 0.220 best alpha via bootstrap CV: 0.1 AUC Train: 0.762, Explained Variance Score Train: 0.255 AUC Validation: 0.642, Explained Variance Score Validation: 0.225 AUC Test: 0.751, Explained Variance Score Test: 0.299 Bootstrap CV 12, alpha = 0.001, R^2 train: 0.372, R^2 test: 0.263 Bootstrap CV 12, alpha = 0.005, R^2 train: 0.363, R^2 test: 0.267 Bootstrap CV 12, alpha = 0.01, R^2 train: 0.344, R^2 test: 0.266 Bootstrap CV 12, alpha = 0.1, R^2 train: 0.262, R^2 test: 0.233 best alpha via bootstrap CV: 0.1 AUC Train: 0.757, Explained Variance Score Train: 0.262 AUC Validation: 0.721, Explained Variance Score Validation: 0.246 AUC Test: 0.763, Explained Variance Score Test: 0.277
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 8, alpha = 0.001, R^2 train: 0.397, R^2 test: 0.258 Bootstrap CV 8, alpha = 0.005, R^2 train: 0.384, R^2 test: 0.277 Bootstrap CV 8, alpha = 0.01, R^2 train: 0.379, R^2 test: 0.289 Bootstrap CV 8, alpha = 0.1, R^2 train: 0.301, R^2 test: 0.285 best alpha via bootstrap CV: 0.1 AUC Train: 0.769, Explained Variance Score Train: 0.301 AUC Validation: 0.845, Explained Variance Score Validation: 0.289 AUC Test: 0.765, Explained Variance Score Test: 0.280 Bootstrap CV 11, alpha = 0.001, R^2 train: 0.415, R^2 test: -0.001 Bootstrap CV 11, alpha = 0.005, R^2 train: 0.381, R^2 test: 0.033 Bootstrap CV 11, alpha = 0.01, R^2 train: 0.359, R^2 test: 0.131 Bootstrap CV 11, alpha = 0.1, R^2 train: 0.248, R^2 test: 0.249 best alpha via bootstrap CV: 0.1 AUC Train: 0.766, Explained Variance Score Train: 0.248 AUC Validation: 0.738, Explained Variance Score Validation: 0.251 AUC Test: 0.754, Explained Variance Score Test: 0.268 Bootstrap CV 6, alpha = 0.001, R^2 train: 0.536, R^2 test: 0.326 Bootstrap CV 6, alpha = 0.005, R^2 train: 0.496, R^2 test: 0.360 Bootstrap CV 6, alpha = 0.01, R^2 train: 0.464, R^2 test: 0.364 Bootstrap CV 6, alpha = 0.1, R^2 train: 0.349, R^2 test: 0.345 best alpha via bootstrap CV: 0.1 AUC Train: 0.798, Explained Variance Score Train: 0.349 AUC Validation: 0.822, Explained Variance Score Validation: 0.354 AUC Test: 0.761, Explained Variance Score Test: 0.302 Bootstrap CV 7, alpha = 0.001, R^2 train: 0.438, R^2 test: 0.165 Bootstrap CV 7, alpha = 0.005, R^2 train: 0.428, R^2 test: 0.176 Bootstrap CV 7, alpha = 0.01, R^2 train: 0.419, R^2 test: 0.189 Bootstrap CV 7, alpha = 0.1, R^2 train: 0.351, R^2 test: 0.235 best alpha via bootstrap CV: 0.01 AUC Train: 0.796, Explained Variance Score Train: 0.419 AUC Validation: 0.729, Explained Variance Score Validation: 0.192 AUC Test: 0.750, Explained Variance Score Test: 0.298 Bootstrap CV 2, alpha = 0.001, R^2 train: 0.472, R^2 test: 0.017 Bootstrap CV 2, alpha = 0.005, R^2 train: 0.457, R^2 test: 0.096 Bootstrap CV 2, alpha = 0.01, R^2 train: 0.443, R^2 test: 0.119 Bootstrap CV 2, alpha = 0.1, R^2 train: 0.384, R^2 test: 0.166 best alpha via bootstrap CV: 0.1 AUC Train: 0.794, Explained Variance Score Train: 0.384 AUC Validation: 0.691, Explained Variance Score Validation: 0.168 AUC Test: 0.759, Explained Variance Score Test: 0.309 Bootstrap CV 14, alpha = 0.001, R^2 train: 0.339, R^2 test: 0.329 Bootstrap CV 14, alpha = 0.005, R^2 train: 0.331, R^2 test: 0.342 Bootstrap CV 14, alpha = 0.01, R^2 train: 0.320, R^2 test: 0.342 Bootstrap CV 14, alpha = 0.1, R^2 train: 0.264, R^2 test: 0.241 best alpha via bootstrap CV: 0.01 AUC Train: 0.800, Explained Variance Score Train: 0.320 AUC Validation: 0.833, Explained Variance Score Validation: 0.360 AUC Test: 0.780, Explained Variance Score Test: 0.337 Bootstrap CV 15, alpha = 0.001, R^2 train: 0.411, R^2 test: -0.012 Bootstrap CV 15, alpha = 0.005, R^2 train: 0.401, R^2 test: 0.034 Bootstrap CV 15, alpha = 0.01, R^2 train: 0.396, R^2 test: 0.070 Bootstrap CV 15, alpha = 0.1, R^2 train: 0.337, R^2 test: 0.139 best alpha via bootstrap CV: 0.01 AUC Train: 0.794, Explained Variance Score Train: 0.396 AUC Validation: 0.705, Explained Variance Score Validation: 0.150 AUC Test: 0.783, Explained Variance Score Test: 0.344 Bootstrap CV 10, alpha = 0.001, R^2 train: 0.443, R^2 test: 0.212 Bootstrap CV 10, alpha = 0.005, R^2 train: 0.438, R^2 test: 0.230 Bootstrap CV 10, alpha = 0.01, R^2 train: 0.430, R^2 test: 0.245 Bootstrap CV 10, alpha = 0.1, R^2 train: 0.375, R^2 test: 0.255 best alpha via bootstrap CV: 0.1 AUC Train: 0.776, Explained Variance Score Train: 0.375 AUC Validation: 0.728, Explained Variance Score Validation: 0.260 AUC Test: 0.760, Explained Variance Score Test: 0.308 Bootstrap CV 13, alpha = 0.001, R^2 train: 0.452, R^2 test: 0.215 Bootstrap CV 13, alpha = 0.005, R^2 train: 0.445, R^2 test: 0.253 Bootstrap CV 13, alpha = 0.01, R^2 train: 0.435, R^2 test: 0.270 Bootstrap CV 13, alpha = 0.1, R^2 train: 0.348, R^2 test: 0.251 best alpha via bootstrap CV: 0.1 AUC Train: 0.796, Explained Variance Score Train: 0.348 AUC Validation: 0.662, Explained Variance Score Validation: 0.251 AUC Test: 0.765, Explained Variance Score Test: 0.289 Bootstrap CV 4, alpha = 0.001, R^2 train: 0.458, R^2 test: 0.094 Bootstrap CV 4, alpha = 0.005, R^2 train: 0.444, R^2 test: 0.261 Bootstrap CV 4, alpha = 0.01, R^2 train: 0.426, R^2 test: 0.351 Bootstrap CV 4, alpha = 0.1, R^2 train: 0.343, R^2 test: 0.310 best alpha via bootstrap CV: 0.01 AUC Train: 0.834, Explained Variance Score Train: 0.426 AUC Validation: 0.727, Explained Variance Score Validation: 0.352 AUC Test: 0.771, Explained Variance Score Test: 0.334 Bootstrap CV 3, alpha = 0.001, R^2 train: 0.400, R^2 test: -0.086 Bootstrap CV 3, alpha = 0.005, R^2 train: 0.393, R^2 test: 0.034 Bootstrap CV 3, alpha = 0.01, R^2 train: 0.378, R^2 test: 0.104 Bootstrap CV 3, alpha = 0.1, R^2 train: 0.311, R^2 test: 0.211 best alpha via bootstrap CV: 0.1 AUC Train: 0.744, Explained Variance Score Train: 0.311 AUC Validation: 0.708, Explained Variance Score Validation: 0.215 AUC Test: 0.751, Explained Variance Score Test: 0.287 Bootstrap CV 5, alpha = 0.001, R^2 train: 0.431, R^2 test: 0.110 Bootstrap CV 5, alpha = 0.005, R^2 train: 0.422, R^2 test: 0.135 Bootstrap CV 5, alpha = 0.01, R^2 train: 0.402, R^2 test: 0.135 Bootstrap CV 5, alpha = 0.1, R^2 train: 0.342, R^2 test: 0.201 best alpha via bootstrap CV: 0.01 AUC Train: 0.816, Explained Variance Score Train: 0.402 AUC Validation: 0.826, Explained Variance Score Validation: 0.166 AUC Test: 0.764, Explained Variance Score Test: 0.327 Bootstrap CV 9, alpha = 0.001, R^2 train: 0.325, R^2 test: 0.313 Bootstrap CV 9, alpha = 0.005, R^2 train: 0.316, R^2 test: 0.345 Bootstrap CV 9, alpha = 0.01, R^2 train: 0.307, R^2 test: 0.352 Bootstrap CV 9, alpha = 0.1, R^2 train: 0.252, R^2 test: 0.302 best alpha via bootstrap CV: 0.01 AUC Train: 0.775, Explained Variance Score Train: 0.307 AUC Validation: 0.812, Explained Variance Score Validation: 0.352 AUC Test: 0.775, Explained Variance Score Test: 0.289 Bootstrap CV 0, alpha = 0.001, R^2 train: 0.377, R^2 test: 0.314 Bootstrap CV 0, alpha = 0.005, R^2 train: 0.372, R^2 test: 0.328 Bootstrap CV 0, alpha = 0.01, R^2 train: 0.366, R^2 test: 0.342 Bootstrap CV 0, alpha = 0.1, R^2 train: 0.293, R^2 test: 0.342 best alpha via bootstrap CV: 0.1 AUC Train: 0.756, Explained Variance Score Train: 0.293 AUC Validation: 0.820, Explained Variance Score Validation: 0.343 AUC Test: 0.747, Explained Variance Score Test: 0.284 Running batch 2 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 23, alpha = 0.001, R^2 train: 0.351, R^2 test: 0.125 Bootstrap CV 23, alpha = 0.005, R^2 train: 0.345, R^2 test: 0.185 Bootstrap CV 23, alpha = 0.01, R^2 train: 0.337, R^2 test: 0.201 Bootstrap CV 23, alpha = 0.1, R^2 train: 0.263, R^2 test: 0.204 best alpha via bootstrap CV: 0.1 AUC Train: 0.784, Explained Variance Score Train: 0.263 AUC Validation: 0.739, Explained Variance Score Validation: 0.213 AUC Test: 0.770, Explained Variance Score Test: 0.282 Bootstrap CV 26, alpha = 0.001, R^2 train: 0.416, R^2 test: 0.235 Bootstrap CV 26, alpha = 0.005, R^2 train: 0.398, R^2 test: 0.252 Bootstrap CV 26, alpha = 0.01, R^2 train: 0.383, R^2 test: 0.244 Bootstrap CV 26, alpha = 0.1, R^2 train: 0.323, R^2 test: 0.202 best alpha via bootstrap CV: 0.01 AUC Train: 0.809, Explained Variance Score Train: 0.383 AUC Validation: 0.796, Explained Variance Score Validation: 0.268 AUC Test: 0.755, Explained Variance Score Test: 0.300 Bootstrap CV 17, alpha = 0.001, R^2 train: 0.356, R^2 test: 0.189 Bootstrap CV 17, alpha = 0.005, R^2 train: 0.352, R^2 test: 0.232 Bootstrap CV 17, alpha = 0.01, R^2 train: 0.347, R^2 test: 0.262 Bootstrap CV 17, alpha = 0.1, R^2 train: 0.280, R^2 test: 0.289 best alpha via bootstrap CV: 0.1 AUC Train: 0.795, Explained Variance Score Train: 0.280 AUC Validation: 0.743, Explained Variance Score Validation: 0.290 AUC Test: 0.753, Explained Variance Score Test: 0.285 Bootstrap CV 24, alpha = 0.001, R^2 train: 0.352, R^2 test: 0.325 Bootstrap CV 24, alpha = 0.005, R^2 train: 0.347, R^2 test: 0.337 Bootstrap CV 24, alpha = 0.01, R^2 train: 0.341, R^2 test: 0.345 Bootstrap CV 24, alpha = 0.1, R^2 train: 0.278, R^2 test: 0.282 best alpha via bootstrap CV: 0.01 AUC Train: 0.799, Explained Variance Score Train: 0.341 AUC Validation: 0.733, Explained Variance Score Validation: 0.351 AUC Test: 0.756, Explained Variance Score Test: 0.310 Bootstrap CV 20, alpha = 0.001, R^2 train: 0.371, R^2 test: 0.348 Bootstrap CV 20, alpha = 0.005, R^2 train: 0.355, R^2 test: 0.347 Bootstrap CV 20, alpha = 0.01, R^2 train: 0.343, R^2 test: 0.345 Bootstrap CV 20, alpha = 0.1, R^2 train: 0.278, R^2 test: 0.282 best alpha via bootstrap CV: 0.01 AUC Train: 0.787, Explained Variance Score Train: 0.343 AUC Validation: 0.834, Explained Variance Score Validation: 0.369 AUC Test: 0.757, Explained Variance Score Test: 0.292 Bootstrap CV 30, alpha = 0.001, R^2 train: 0.304, R^2 test: 0.298 Bootstrap CV 30, alpha = 0.005, R^2 train: 0.293, R^2 test: 0.290 Bootstrap CV 30, alpha = 0.01, R^2 train: 0.288, R^2 test: 0.296 Bootstrap CV 30, alpha = 0.1, R^2 train: 0.235, R^2 test: 0.246 best alpha via bootstrap CV: 0.01 AUC Train: 0.762, Explained Variance Score Train: 0.288 AUC Validation: 0.726, Explained Variance Score Validation: 0.301 AUC Test: 0.758, Explained Variance Score Test: 0.282 Bootstrap CV 27, alpha = 0.001, R^2 train: 0.354, R^2 test: 0.058 Bootstrap CV 27, alpha = 0.005, R^2 train: 0.344, R^2 test: 0.160 Bootstrap CV 27, alpha = 0.01, R^2 train: 0.324, R^2 test: 0.215 Bootstrap CV 27, alpha = 0.1, R^2 train: 0.266, R^2 test: 0.271 best alpha via bootstrap CV: 0.1 AUC Train: 0.815, Explained Variance Score Train: 0.266 AUC Validation: 0.760, Explained Variance Score Validation: 0.272 AUC Test: 0.764, Explained Variance Score Test: 0.305 Bootstrap CV 29, alpha = 0.001, R^2 train: 0.349, R^2 test: 0.116 Bootstrap CV 29, alpha = 0.005, R^2 train: 0.337, R^2 test: 0.153 Bootstrap CV 29, alpha = 0.01, R^2 train: 0.321, R^2 test: 0.169 Bootstrap CV 29, alpha = 0.1, R^2 train: 0.213, R^2 test: 0.190 best alpha via bootstrap CV: 0.1 AUC Train: 0.763, Explained Variance Score Train: 0.213 AUC Validation: 0.726, Explained Variance Score Validation: 0.190 AUC Test: 0.762, Explained Variance Score Test: 0.251 Bootstrap CV 28, alpha = 0.001, R^2 train: 0.440, R^2 test: 0.249 Bootstrap CV 28, alpha = 0.005, R^2 train: 0.436, R^2 test: 0.245 Bootstrap CV 28, alpha = 0.01, R^2 train: 0.432, R^2 test: 0.243 Bootstrap CV 28, alpha = 0.1, R^2 train: 0.368, R^2 test: 0.233 best alpha via bootstrap CV: 0.01 AUC Train: 0.841, Explained Variance Score Train: 0.432 AUC Validation: 0.675, Explained Variance Score Validation: 0.259 AUC Test: 0.754, Explained Variance Score Test: 0.313 Bootstrap CV 18, alpha = 0.001, R^2 train: 0.377, R^2 test: 0.070 Bootstrap CV 18, alpha = 0.005, R^2 train: 0.367, R^2 test: 0.086 Bootstrap CV 18, alpha = 0.01, R^2 train: 0.362, R^2 test: 0.087 Bootstrap CV 18, alpha = 0.1, R^2 train: 0.324, R^2 test: 0.120 best alpha via bootstrap CV: 0.1 AUC Train: 0.801, Explained Variance Score Train: 0.324 AUC Validation: 0.641, Explained Variance Score Validation: 0.126 AUC Test: 0.763, Explained Variance Score Test: 0.290 Bootstrap CV 16, alpha = 0.001, R^2 train: 0.319, R^2 test: 0.308 Bootstrap CV 16, alpha = 0.005, R^2 train: 0.303, R^2 test: 0.383 Bootstrap CV 16, alpha = 0.01, R^2 train: 0.295, R^2 test: 0.407 Bootstrap CV 16, alpha = 0.1, R^2 train: 0.242, R^2 test: 0.343 best alpha via bootstrap CV: 0.01 AUC Train: 0.726, Explained Variance Score Train: 0.295 AUC Validation: 0.873, Explained Variance Score Validation: 0.409 AUC Test: 0.755, Explained Variance Score Test: 0.291 Bootstrap CV 22, alpha = 0.001, R^2 train: 0.380, R^2 test: 0.198 Bootstrap CV 22, alpha = 0.005, R^2 train: 0.377, R^2 test: 0.223 Bootstrap CV 22, alpha = 0.01, R^2 train: 0.374, R^2 test: 0.235 Bootstrap CV 22, alpha = 0.1, R^2 train: 0.304, R^2 test: 0.289 best alpha via bootstrap CV: 0.1 AUC Train: 0.771, Explained Variance Score Train: 0.304 AUC Validation: 0.843, Explained Variance Score Validation: 0.289 AUC Test: 0.780, Explained Variance Score Test: 0.315 Bootstrap CV 21, alpha = 0.001, R^2 train: 0.311, R^2 test: 0.388 Bootstrap CV 21, alpha = 0.005, R^2 train: 0.307, R^2 test: 0.391 Bootstrap CV 21, alpha = 0.01, R^2 train: 0.300, R^2 test: 0.380 Bootstrap CV 21, alpha = 0.1, R^2 train: 0.238, R^2 test: 0.348 best alpha via bootstrap CV: 0.01 AUC Train: 0.815, Explained Variance Score Train: 0.300 AUC Validation: 0.789, Explained Variance Score Validation: 0.388 AUC Test: 0.788, Explained Variance Score Test: 0.357 Bootstrap CV 19, alpha = 0.001, R^2 train: 0.381, R^2 test: 0.257 Bootstrap CV 19, alpha = 0.005, R^2 train: 0.370, R^2 test: 0.270 Bootstrap CV 19, alpha = 0.01, R^2 train: 0.363, R^2 test: 0.277 Bootstrap CV 19, alpha = 0.1, R^2 train: 0.286, R^2 test: 0.253 best alpha via bootstrap CV: 0.01 AUC Train: 0.782, Explained Variance Score Train: 0.363 AUC Validation: 0.770, Explained Variance Score Validation: 0.277 AUC Test: 0.763, Explained Variance Score Test: 0.340 Bootstrap CV 25, alpha = 0.001, R^2 train: 0.378, R^2 test: -0.021 Bootstrap CV 25, alpha = 0.005, R^2 train: 0.369, R^2 test: 0.026 Bootstrap CV 25, alpha = 0.01, R^2 train: 0.363, R^2 test: 0.059 Bootstrap CV 25, alpha = 0.1, R^2 train: 0.278, R^2 test: 0.135 best alpha via bootstrap CV: 0.1 AUC Train: 0.750, Explained Variance Score Train: 0.278 AUC Validation: 0.797, Explained Variance Score Validation: 0.200 AUC Test: 0.752, Explained Variance Score Test: 0.286 Bootstrap CV 31, alpha = 0.001, R^2 train: 0.415, R^2 test: 0.136 Bootstrap CV 31, alpha = 0.005, R^2 train: 0.410, R^2 test: 0.161 Bootstrap CV 31, alpha = 0.01, R^2 train: 0.397, R^2 test: 0.190 Bootstrap CV 31, alpha = 0.1, R^2 train: 0.322, R^2 test: 0.202 best alpha via bootstrap CV: 0.1 AUC Train: 0.787, Explained Variance Score Train: 0.322 AUC Validation: 0.705, Explained Variance Score Validation: 0.202 AUC Test: 0.761, Explained Variance Score Test: 0.293 Running batch 3 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 42, alpha = 0.001, R^2 train: 0.275, R^2 test: 0.103 Bootstrap CV 42, alpha = 0.005, R^2 train: 0.271, R^2 test: 0.127 Bootstrap CV 42, alpha = 0.01, R^2 train: 0.270, R^2 test: 0.140 Bootstrap CV 42, alpha = 0.1, R^2 train: 0.224, R^2 test: 0.171 best alpha via bootstrap CV: 0.1 AUC Train: 0.739, Explained Variance Score Train: 0.224 AUC Validation: 0.668, Explained Variance Score Validation: 0.173 AUC Test: 0.758, Explained Variance Score Test: 0.242 Bootstrap CV 37, alpha = 0.001, R^2 train: 0.458, R^2 test: 0.194 Bootstrap CV 37, alpha = 0.005, R^2 train: 0.447, R^2 test: 0.241 Bootstrap CV 37, alpha = 0.01, R^2 train: 0.430, R^2 test: 0.252 Bootstrap CV 37, alpha = 0.1, R^2 train: 0.353, R^2 test: 0.247 best alpha via bootstrap CV: 0.1 AUC Train: 0.771, Explained Variance Score Train: 0.353 AUC Validation: 0.776, Explained Variance Score Validation: 0.254 AUC Test: 0.761, Explained Variance Score Test: 0.290 Bootstrap CV 32, alpha = 0.001, R^2 train: 0.508, R^2 test: 0.313 Bootstrap CV 32, alpha = 0.005, R^2 train: 0.504, R^2 test: 0.322 Bootstrap CV 32, alpha = 0.01, R^2 train: 0.500, R^2 test: 0.328 Bootstrap CV 32, alpha = 0.1, R^2 train: 0.461, R^2 test: 0.349 best alpha via bootstrap CV: 0.1 AUC Train: 0.825, Explained Variance Score Train: 0.461 AUC Validation: 0.822, Explained Variance Score Validation: 0.352 AUC Test: 0.762, Explained Variance Score Test: 0.312 Bootstrap CV 43, alpha = 0.001, R^2 train: 0.372, R^2 test: 0.413 Bootstrap CV 43, alpha = 0.005, R^2 train: 0.368, R^2 test: 0.431 Bootstrap CV 43, alpha = 0.01, R^2 train: 0.359, R^2 test: 0.445 Bootstrap CV 43, alpha = 0.1, R^2 train: 0.301, R^2 test: 0.410 best alpha via bootstrap CV: 0.01 AUC Train: 0.812, Explained Variance Score Train: 0.359 AUC Validation: 0.761, Explained Variance Score Validation: 0.451 AUC Test: 0.752, Explained Variance Score Test: 0.298 Bootstrap CV 47, alpha = 0.001, R^2 train: 0.371, R^2 test: -0.036 Bootstrap CV 47, alpha = 0.005, R^2 train: 0.353, R^2 test: 0.054 Bootstrap CV 47, alpha = 0.01, R^2 train: 0.336, R^2 test: 0.085 Bootstrap CV 47, alpha = 0.1, R^2 train: 0.294, R^2 test: 0.124 best alpha via bootstrap CV: 0.01 AUC Train: 0.803, Explained Variance Score Train: 0.336 AUC Validation: 0.657, Explained Variance Score Validation: 0.085 AUC Test: 0.766, Explained Variance Score Test: 0.320 Bootstrap CV 41, alpha = 0.001, R^2 train: 0.374, R^2 test: 0.222 Bootstrap CV 41, alpha = 0.005, R^2 train: 0.370, R^2 test: 0.247 Bootstrap CV 41, alpha = 0.01, R^2 train: 0.360, R^2 test: 0.269 Bootstrap CV 41, alpha = 0.1, R^2 train: 0.272, R^2 test: 0.305 best alpha via bootstrap CV: 0.01 AUC Train: 0.746, Explained Variance Score Train: 0.360 AUC Validation: 0.721, Explained Variance Score Validation: 0.287 AUC Test: 0.770, Explained Variance Score Test: 0.333 Bootstrap CV 44, alpha = 0.001, R^2 train: 0.417, R^2 test: 0.053 Bootstrap CV 44, alpha = 0.005, R^2 train: 0.408, R^2 test: 0.162 Bootstrap CV 44, alpha = 0.01, R^2 train: 0.400, R^2 test: 0.216 Bootstrap CV 44, alpha = 0.1, R^2 train: 0.345, R^2 test: 0.283 best alpha via bootstrap CV: 0.1 AUC Train: 0.805, Explained Variance Score Train: 0.345 AUC Validation: 0.762, Explained Variance Score Validation: 0.287 AUC Test: 0.756, Explained Variance Score Test: 0.290 Bootstrap CV 34, alpha = 0.001, R^2 train: 0.413, R^2 test: 0.030 Bootstrap CV 34, alpha = 0.005, R^2 train: 0.382, R^2 test: 0.112 Bootstrap CV 34, alpha = 0.01, R^2 train: 0.352, R^2 test: 0.156 Bootstrap CV 34, alpha = 0.1, R^2 train: 0.304, R^2 test: 0.212 best alpha via bootstrap CV: 0.1 AUC Train: 0.791, Explained Variance Score Train: 0.304 AUC Validation: 0.820, Explained Variance Score Validation: 0.212 AUC Test: 0.752, Explained Variance Score Test: 0.294 Bootstrap CV 40, alpha = 0.001, R^2 train: 0.281, R^2 test: 0.299 Bootstrap CV 40, alpha = 0.005, R^2 train: 0.273, R^2 test: 0.319 Bootstrap CV 40, alpha = 0.01, R^2 train: 0.265, R^2 test: 0.361 Bootstrap CV 40, alpha = 0.1, R^2 train: 0.175, R^2 test: 0.376 best alpha via bootstrap CV: 0.1 AUC Train: 0.771, Explained Variance Score Train: 0.175 AUC Validation: 0.823, Explained Variance Score Validation: 0.377 AUC Test: 0.770, Explained Variance Score Test: 0.284 Bootstrap CV 33, alpha = 0.001, R^2 train: 0.484, R^2 test: 0.024 Bootstrap CV 33, alpha = 0.005, R^2 train: 0.452, R^2 test: 0.086 Bootstrap CV 33, alpha = 0.01, R^2 train: 0.423, R^2 test: 0.088 Bootstrap CV 33, alpha = 0.1, R^2 train: 0.367, R^2 test: 0.147 best alpha via bootstrap CV: 0.1 AUC Train: 0.816, Explained Variance Score Train: 0.367 AUC Validation: 0.646, Explained Variance Score Validation: 0.173 AUC Test: 0.763, Explained Variance Score Test: 0.323 Bootstrap CV 35, alpha = 0.001, R^2 train: 0.501, R^2 test: 0.334 Bootstrap CV 35, alpha = 0.005, R^2 train: 0.447, R^2 test: 0.372 Bootstrap CV 35, alpha = 0.01, R^2 train: 0.395, R^2 test: 0.378 Bootstrap CV 35, alpha = 0.1, R^2 train: 0.289, R^2 test: 0.351 best alpha via bootstrap CV: 0.01 AUC Train: 0.848, Explained Variance Score Train: 0.395 AUC Validation: 0.798, Explained Variance Score Validation: 0.383 AUC Test: 0.756, Explained Variance Score Test: 0.323 Bootstrap CV 36, alpha = 0.001, R^2 train: 0.300, R^2 test: 0.212 Bootstrap CV 36, alpha = 0.005, R^2 train: 0.288, R^2 test: 0.224 Bootstrap CV 36, alpha = 0.01, R^2 train: 0.271, R^2 test: 0.247 Bootstrap CV 36, alpha = 0.1, R^2 train: 0.190, R^2 test: 0.196 best alpha via bootstrap CV: 0.01 AUC Train: 0.712, Explained Variance Score Train: 0.271 AUC Validation: 0.749, Explained Variance Score Validation: 0.279 AUC Test: 0.761, Explained Variance Score Test: 0.277 Bootstrap CV 46, alpha = 0.001, R^2 train: 0.335, R^2 test: 0.140 Bootstrap CV 46, alpha = 0.005, R^2 train: 0.323, R^2 test: 0.178 Bootstrap CV 46, alpha = 0.01, R^2 train: 0.311, R^2 test: 0.196 Bootstrap CV 46, alpha = 0.1, R^2 train: 0.234, R^2 test: 0.181 best alpha via bootstrap CV: 0.01 AUC Train: 0.794, Explained Variance Score Train: 0.311 AUC Validation: 0.751, Explained Variance Score Validation: 0.196 AUC Test: 0.755, Explained Variance Score Test: 0.283 Bootstrap CV 38, alpha = 0.001, R^2 train: 0.400, R^2 test: 0.064 Bootstrap CV 38, alpha = 0.005, R^2 train: 0.384, R^2 test: 0.123 Bootstrap CV 38, alpha = 0.01, R^2 train: 0.363, R^2 test: 0.152 Bootstrap CV 38, alpha = 0.1, R^2 train: 0.268, R^2 test: 0.238 best alpha via bootstrap CV: 0.1 AUC Train: 0.756, Explained Variance Score Train: 0.268 AUC Validation: 0.730, Explained Variance Score Validation: 0.239 AUC Test: 0.767, Explained Variance Score Test: 0.267 Bootstrap CV 45, alpha = 0.001, R^2 train: 0.401, R^2 test: -0.206 Bootstrap CV 45, alpha = 0.005, R^2 train: 0.361, R^2 test: 0.340 Bootstrap CV 45, alpha = 0.01, R^2 train: 0.338, R^2 test: 0.405 Bootstrap CV 45, alpha = 0.1, R^2 train: 0.242, R^2 test: 0.400 best alpha via bootstrap CV: 0.1 AUC Train: 0.747, Explained Variance Score Train: 0.242 AUC Validation: 0.827, Explained Variance Score Validation: 0.407 AUC Test: 0.769, Explained Variance Score Test: 0.295 Bootstrap CV 39, alpha = 0.001, R^2 train: 0.474, R^2 test: -0.084 Bootstrap CV 39, alpha = 0.005, R^2 train: 0.462, R^2 test: -0.034 Bootstrap CV 39, alpha = 0.01, R^2 train: 0.436, R^2 test: -0.015 Bootstrap CV 39, alpha = 0.1, R^2 train: 0.377, R^2 test: 0.079 best alpha via bootstrap CV: 0.1 AUC Train: 0.831, Explained Variance Score Train: 0.377 AUC Validation: 0.685, Explained Variance Score Validation: 0.084 AUC Test: 0.766, Explained Variance Score Test: 0.287 Running batch 4 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 57, alpha = 0.001, R^2 train: 0.403, R^2 test: 0.273 Bootstrap CV 57, alpha = 0.005, R^2 train: 0.396, R^2 test: 0.299 Bootstrap CV 57, alpha = 0.01, R^2 train: 0.389, R^2 test: 0.320 Bootstrap CV 57, alpha = 0.1, R^2 train: 0.305, R^2 test: 0.376 best alpha via bootstrap CV: 0.1 AUC Train: 0.794, Explained Variance Score Train: 0.305 AUC Validation: 0.773, Explained Variance Score Validation: 0.377 AUC Test: 0.772, Explained Variance Score Test: 0.305 Bootstrap CV 59, alpha = 0.001, R^2 train: 0.426, R^2 test: 0.140 Bootstrap CV 59, alpha = 0.005, R^2 train: 0.419, R^2 test: 0.177 Bootstrap CV 59, alpha = 0.01, R^2 train: 0.413, R^2 test: 0.192 Bootstrap CV 59, alpha = 0.1, R^2 train: 0.355, R^2 test: 0.202 best alpha via bootstrap CV: 0.1 AUC Train: 0.796, Explained Variance Score Train: 0.355 AUC Validation: 0.789, Explained Variance Score Validation: 0.234 AUC Test: 0.777, Explained Variance Score Test: 0.318 Bootstrap CV 50, alpha = 0.001, R^2 train: 0.318, R^2 test: 0.178 Bootstrap CV 50, alpha = 0.005, R^2 train: 0.310, R^2 test: 0.200 Bootstrap CV 50, alpha = 0.01, R^2 train: 0.303, R^2 test: 0.210 Bootstrap CV 50, alpha = 0.1, R^2 train: 0.241, R^2 test: 0.194 best alpha via bootstrap CV: 0.1 AUC Train: 0.773, Explained Variance Score Train: 0.241 AUC Validation: 0.708, Explained Variance Score Validation: 0.219 AUC Test: 0.749, Explained Variance Score Test: 0.256 Bootstrap CV 56, alpha = 0.001, R^2 train: 0.436, R^2 test: -0.083 Bootstrap CV 56, alpha = 0.005, R^2 train: 0.427, R^2 test: 0.096 Bootstrap CV 56, alpha = 0.01, R^2 train: 0.411, R^2 test: 0.183 Bootstrap CV 56, alpha = 0.1, R^2 train: 0.321, R^2 test: 0.248 best alpha via bootstrap CV: 0.1 AUC Train: 0.762, Explained Variance Score Train: 0.321 AUC Validation: 0.730, Explained Variance Score Validation: 0.248 AUC Test: 0.752, Explained Variance Score Test: 0.253 Bootstrap CV 54, alpha = 0.001, R^2 train: 0.352, R^2 test: 0.240 Bootstrap CV 54, alpha = 0.005, R^2 train: 0.347, R^2 test: 0.257 Bootstrap CV 54, alpha = 0.01, R^2 train: 0.338, R^2 test: 0.267 Bootstrap CV 54, alpha = 0.1, R^2 train: 0.297, R^2 test: 0.312 best alpha via bootstrap CV: 0.1 AUC Train: 0.754, Explained Variance Score Train: 0.297 AUC Validation: 0.823, Explained Variance Score Validation: 0.330 AUC Test: 0.753, Explained Variance Score Test: 0.282 Bootstrap CV 55, alpha = 0.001, R^2 train: 0.327, R^2 test: 0.185 Bootstrap CV 55, alpha = 0.005, R^2 train: 0.322, R^2 test: 0.198 Bootstrap CV 55, alpha = 0.01, R^2 train: 0.315, R^2 test: 0.208 Bootstrap CV 55, alpha = 0.1, R^2 train: 0.252, R^2 test: 0.185 best alpha via bootstrap CV: 0.01 AUC Train: 0.761, Explained Variance Score Train: 0.315 AUC Validation: 0.761, Explained Variance Score Validation: 0.213 AUC Test: 0.776, Explained Variance Score Test: 0.326 Bootstrap CV 62, alpha = 0.001, R^2 train: 0.426, R^2 test: 0.231 Bootstrap CV 62, alpha = 0.005, R^2 train: 0.416, R^2 test: 0.265 Bootstrap CV 62, alpha = 0.01, R^2 train: 0.399, R^2 test: 0.278 Bootstrap CV 62, alpha = 0.1, R^2 train: 0.341, R^2 test: 0.264 best alpha via bootstrap CV: 0.1 AUC Train: 0.785, Explained Variance Score Train: 0.341 AUC Validation: 0.776, Explained Variance Score Validation: 0.267 AUC Test: 0.752, Explained Variance Score Test: 0.275 Bootstrap CV 63, alpha = 0.001, R^2 train: 0.409, R^2 test: 0.130 Bootstrap CV 63, alpha = 0.005, R^2 train: 0.403, R^2 test: 0.173 Bootstrap CV 63, alpha = 0.01, R^2 train: 0.387, R^2 test: 0.209 Bootstrap CV 63, alpha = 0.1, R^2 train: 0.328, R^2 test: 0.226 best alpha via bootstrap CV: 0.1 AUC Train: 0.736, Explained Variance Score Train: 0.328 AUC Validation: 0.786, Explained Variance Score Validation: 0.229 AUC Test: 0.769, Explained Variance Score Test: 0.304 Bootstrap CV 60, alpha = 0.001, R^2 train: 0.348, R^2 test: 0.123 Bootstrap CV 60, alpha = 0.005, R^2 train: 0.343, R^2 test: 0.167 Bootstrap CV 60, alpha = 0.01, R^2 train: 0.337, R^2 test: 0.197 Bootstrap CV 60, alpha = 0.1, R^2 train: 0.268, R^2 test: 0.241 best alpha via bootstrap CV: 0.1 AUC Train: 0.717, Explained Variance Score Train: 0.268 AUC Validation: 0.782, Explained Variance Score Validation: 0.241 AUC Test: 0.762, Explained Variance Score Test: 0.281 Bootstrap CV 53, alpha = 0.001, R^2 train: 0.358, R^2 test: 0.148 Bootstrap CV 53, alpha = 0.005, R^2 train: 0.348, R^2 test: 0.175 Bootstrap CV 53, alpha = 0.01, R^2 train: 0.340, R^2 test: 0.172 Bootstrap CV 53, alpha = 0.1, R^2 train: 0.261, R^2 test: 0.221 best alpha via bootstrap CV: 0.1 AUC Train: 0.773, Explained Variance Score Train: 0.261 AUC Validation: 0.784, Explained Variance Score Validation: 0.221 AUC Test: 0.767, Explained Variance Score Test: 0.310 Bootstrap CV 61, alpha = 0.001, R^2 train: 0.327, R^2 test: 0.131 Bootstrap CV 61, alpha = 0.005, R^2 train: 0.317, R^2 test: 0.135 Bootstrap CV 61, alpha = 0.01, R^2 train: 0.311, R^2 test: 0.135 Bootstrap CV 61, alpha = 0.1, R^2 train: 0.258, R^2 test: 0.145 best alpha via bootstrap CV: 0.1 AUC Train: 0.733, Explained Variance Score Train: 0.258 AUC Validation: 0.651, Explained Variance Score Validation: 0.145 AUC Test: 0.744, Explained Variance Score Test: 0.243 Bootstrap CV 58, alpha = 0.001, R^2 train: 0.366, R^2 test: -0.117 Bootstrap CV 58, alpha = 0.005, R^2 train: 0.361, R^2 test: -0.054 Bootstrap CV 58, alpha = 0.01, R^2 train: 0.349, R^2 test: -0.004 Bootstrap CV 58, alpha = 0.1, R^2 train: 0.294, R^2 test: 0.115 best alpha via bootstrap CV: 0.1 AUC Train: 0.823, Explained Variance Score Train: 0.294 AUC Validation: 0.664, Explained Variance Score Validation: 0.191 AUC Test: 0.770, Explained Variance Score Test: 0.290 Bootstrap CV 49, alpha = 0.001, R^2 train: 0.495, R^2 test: -0.093 Bootstrap CV 49, alpha = 0.005, R^2 train: 0.456, R^2 test: 0.069 Bootstrap CV 49, alpha = 0.01, R^2 train: 0.409, R^2 test: 0.088 Bootstrap CV 49, alpha = 0.1, R^2 train: 0.352, R^2 test: 0.132 best alpha via bootstrap CV: 0.01 AUC Train: 0.858, Explained Variance Score Train: 0.409 AUC Validation: 0.696, Explained Variance Score Validation: 0.088 AUC Test: 0.757, Explained Variance Score Test: 0.318 Bootstrap CV 51, alpha = 0.001, R^2 train: 0.313, R^2 test: 0.167 Bootstrap CV 51, alpha = 0.005, R^2 train: 0.297, R^2 test: 0.226 Bootstrap CV 51, alpha = 0.01, R^2 train: 0.279, R^2 test: 0.256 Bootstrap CV 51, alpha = 0.1, R^2 train: 0.213, R^2 test: 0.221 best alpha via bootstrap CV: 0.01 AUC Train: 0.767, Explained Variance Score Train: 0.279 AUC Validation: 0.840, Explained Variance Score Validation: 0.257 AUC Test: 0.768, Explained Variance Score Test: 0.317 Bootstrap CV 48, alpha = 0.001, R^2 train: 0.491, R^2 test: -1.071 Bootstrap CV 48, alpha = 0.005, R^2 train: 0.431, R^2 test: 0.012 Bootstrap CV 48, alpha = 0.01, R^2 train: 0.367, R^2 test: 0.199 Bootstrap CV 48, alpha = 0.1, R^2 train: 0.307, R^2 test: 0.199 best alpha via bootstrap CV: 0.01 AUC Train: 0.807, Explained Variance Score Train: 0.367 AUC Validation: 0.765, Explained Variance Score Validation: 0.223 AUC Test: 0.747, Explained Variance Score Test: 0.283 Bootstrap CV 52, alpha = 0.001, R^2 train: 0.369, R^2 test: 0.156 Bootstrap CV 52, alpha = 0.005, R^2 train: 0.361, R^2 test: 0.178 Bootstrap CV 52, alpha = 0.01, R^2 train: 0.355, R^2 test: 0.198 Bootstrap CV 52, alpha = 0.1, R^2 train: 0.282, R^2 test: 0.215 best alpha via bootstrap CV: 0.1 AUC Train: 0.736, Explained Variance Score Train: 0.282 AUC Validation: 0.764, Explained Variance Score Validation: 0.234 AUC Test: 0.749, Explained Variance Score Test: 0.292 Running batch 5 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 69, alpha = 0.001, R^2 train: 0.393, R^2 test: 0.119 Bootstrap CV 69, alpha = 0.005, R^2 train: 0.387, R^2 test: 0.129 Bootstrap CV 69, alpha = 0.01, R^2 train: 0.382, R^2 test: 0.148 Bootstrap CV 69, alpha = 0.1, R^2 train: 0.334, R^2 test: 0.179 best alpha via bootstrap CV: 0.1 AUC Train: 0.762, Explained Variance Score Train: 0.334 AUC Validation: 0.751, Explained Variance Score Validation: 0.179 AUC Test: 0.755, Explained Variance Score Test: 0.306 Bootstrap CV 65, alpha = 0.001, R^2 train: 0.427, R^2 test: 0.221 Bootstrap CV 65, alpha = 0.005, R^2 train: 0.421, R^2 test: 0.263 Bootstrap CV 65, alpha = 0.01, R^2 train: 0.416, R^2 test: 0.281 Bootstrap CV 65, alpha = 0.1, R^2 train: 0.361, R^2 test: 0.341 best alpha via bootstrap CV: 0.1 AUC Train: 0.885, Explained Variance Score Train: 0.361 AUC Validation: 0.797, Explained Variance Score Validation: 0.342 AUC Test: 0.764, Explained Variance Score Test: 0.308 Bootstrap CV 76, alpha = 0.001, R^2 train: 0.281, R^2 test: 0.201 Bootstrap CV 76, alpha = 0.005, R^2 train: 0.271, R^2 test: 0.242 Bootstrap CV 76, alpha = 0.01, R^2 train: 0.260, R^2 test: 0.267 Bootstrap CV 76, alpha = 0.1, R^2 train: 0.206, R^2 test: 0.248 best alpha via bootstrap CV: 0.01 AUC Train: 0.759, Explained Variance Score Train: 0.260 AUC Validation: 0.738, Explained Variance Score Validation: 0.273 AUC Test: 0.733, Explained Variance Score Test: 0.241 Bootstrap CV 73, alpha = 0.001, R^2 train: 0.489, R^2 test: 0.024 Bootstrap CV 73, alpha = 0.005, R^2 train: 0.482, R^2 test: 0.047 Bootstrap CV 73, alpha = 0.01, R^2 train: 0.476, R^2 test: 0.061 Bootstrap CV 73, alpha = 0.1, R^2 train: 0.421, R^2 test: 0.122 best alpha via bootstrap CV: 0.1 AUC Train: 0.805, Explained Variance Score Train: 0.421 AUC Validation: 0.703, Explained Variance Score Validation: 0.132 AUC Test: 0.775, Explained Variance Score Test: 0.314 Bootstrap CV 78, alpha = 0.001, R^2 train: 0.318, R^2 test: 0.266 Bootstrap CV 78, alpha = 0.005, R^2 train: 0.306, R^2 test: 0.262 Bootstrap CV 78, alpha = 0.01, R^2 train: 0.292, R^2 test: 0.275 Bootstrap CV 78, alpha = 0.1, R^2 train: 0.214, R^2 test: 0.231 best alpha via bootstrap CV: 0.01 AUC Train: 0.713, Explained Variance Score Train: 0.292 AUC Validation: 0.833, Explained Variance Score Validation: 0.290 AUC Test: 0.731, Explained Variance Score Test: 0.260 Bootstrap CV 68, alpha = 0.001, R^2 train: 0.338, R^2 test: 0.057 Bootstrap CV 68, alpha = 0.005, R^2 train: 0.329, R^2 test: 0.085 Bootstrap CV 68, alpha = 0.01, R^2 train: 0.316, R^2 test: 0.102 Bootstrap CV 68, alpha = 0.1, R^2 train: 0.251, R^2 test: 0.119 best alpha via bootstrap CV: 0.01 AUC Train: 0.765, Explained Variance Score Train: 0.316 AUC Validation: 0.734, Explained Variance Score Validation: 0.119 AUC Test: 0.772, Explained Variance Score Test: 0.311 Bootstrap CV 72, alpha = 0.001, R^2 train: 0.550, R^2 test: 0.160 Bootstrap CV 72, alpha = 0.005, R^2 train: 0.520, R^2 test: 0.169 Bootstrap CV 72, alpha = 0.01, R^2 train: 0.495, R^2 test: 0.151 Bootstrap CV 72, alpha = 0.1, R^2 train: 0.408, R^2 test: 0.151 best alpha via bootstrap CV: 0.1 AUC Train: 0.853, Explained Variance Score Train: 0.408 AUC Validation: 0.707, Explained Variance Score Validation: 0.157 AUC Test: 0.746, Explained Variance Score Test: 0.280 Bootstrap CV 67, alpha = 0.001, R^2 train: 0.476, R^2 test: 0.234 Bootstrap CV 67, alpha = 0.005, R^2 train: 0.469, R^2 test: 0.233 Bootstrap CV 67, alpha = 0.01, R^2 train: 0.456, R^2 test: 0.237 Bootstrap CV 67, alpha = 0.1, R^2 train: 0.379, R^2 test: 0.229 best alpha via bootstrap CV: 0.1 AUC Train: 0.752, Explained Variance Score Train: 0.379 AUC Validation: 0.767, Explained Variance Score Validation: 0.236 AUC Test: 0.752, Explained Variance Score Test: 0.278 Bootstrap CV 75, alpha = 0.001, R^2 train: 0.445, R^2 test: -0.174 Bootstrap CV 75, alpha = 0.005, R^2 train: 0.410, R^2 test: -0.061 Bootstrap CV 75, alpha = 0.01, R^2 train: 0.374, R^2 test: -0.021 Bootstrap CV 75, alpha = 0.1, R^2 train: 0.289, R^2 test: 0.130 best alpha via bootstrap CV: 0.1 AUC Train: 0.835, Explained Variance Score Train: 0.289 AUC Validation: 0.736, Explained Variance Score Validation: 0.144 AUC Test: 0.771, Explained Variance Score Test: 0.305 Bootstrap CV 79, alpha = 0.001, R^2 train: 0.464, R^2 test: 0.170 Bootstrap CV 79, alpha = 0.005, R^2 train: 0.459, R^2 test: 0.181 Bootstrap CV 79, alpha = 0.01, R^2 train: 0.452, R^2 test: 0.193 Bootstrap CV 79, alpha = 0.1, R^2 train: 0.343, R^2 test: 0.228 best alpha via bootstrap CV: 0.1 AUC Train: 0.805, Explained Variance Score Train: 0.343 AUC Validation: 0.752, Explained Variance Score Validation: 0.228 AUC Test: 0.772, Explained Variance Score Test: 0.306 Bootstrap CV 74, alpha = 0.001, R^2 train: 0.275, R^2 test: 0.272 Bootstrap CV 74, alpha = 0.005, R^2 train: 0.263, R^2 test: 0.295 Bootstrap CV 74, alpha = 0.01, R^2 train: 0.254, R^2 test: 0.304 Bootstrap CV 74, alpha = 0.1, R^2 train: 0.170, R^2 test: 0.197 best alpha via bootstrap CV: 0.01 AUC Train: 0.744, Explained Variance Score Train: 0.254 AUC Validation: 0.739, Explained Variance Score Validation: 0.305 AUC Test: 0.735, Explained Variance Score Test: 0.257 Bootstrap CV 71, alpha = 0.001, R^2 train: 0.471, R^2 test: 0.203 Bootstrap CV 71, alpha = 0.005, R^2 train: 0.449, R^2 test: 0.241 Bootstrap CV 71, alpha = 0.01, R^2 train: 0.438, R^2 test: 0.256 Bootstrap CV 71, alpha = 0.1, R^2 train: 0.349, R^2 test: 0.239 best alpha via bootstrap CV: 0.1 AUC Train: 0.779, Explained Variance Score Train: 0.349 AUC Validation: 0.779, Explained Variance Score Validation: 0.266 AUC Test: 0.775, Explained Variance Score Test: 0.297 Bootstrap CV 70, alpha = 0.001, R^2 train: 0.528, R^2 test: 0.167 Bootstrap CV 70, alpha = 0.005, R^2 train: 0.513, R^2 test: 0.225 Bootstrap CV 70, alpha = 0.01, R^2 train: 0.491, R^2 test: 0.271 Bootstrap CV 70, alpha = 0.1, R^2 train: 0.377, R^2 test: 0.360 best alpha via bootstrap CV: 0.1 AUC Train: 0.786, Explained Variance Score Train: 0.377 AUC Validation: 0.762, Explained Variance Score Validation: 0.360 AUC Test: 0.748, Explained Variance Score Test: 0.283 Bootstrap CV 66, alpha = 0.001, R^2 train: 0.423, R^2 test: 0.256 Bootstrap CV 66, alpha = 0.005, R^2 train: 0.415, R^2 test: 0.323 Bootstrap CV 66, alpha = 0.01, R^2 train: 0.402, R^2 test: 0.330 Bootstrap CV 66, alpha = 0.1, R^2 train: 0.325, R^2 test: 0.317 best alpha via bootstrap CV: 0.01 AUC Train: 0.825, Explained Variance Score Train: 0.402 AUC Validation: 0.792, Explained Variance Score Validation: 0.331 AUC Test: 0.771, Explained Variance Score Test: 0.296 Bootstrap CV 77, alpha = 0.001, R^2 train: 0.225, R^2 test: 0.146 Bootstrap CV 77, alpha = 0.005, R^2 train: 0.212, R^2 test: 0.172 Bootstrap CV 77, alpha = 0.01, R^2 train: 0.197, R^2 test: 0.198 Bootstrap CV 77, alpha = 0.1, R^2 train: 0.130, R^2 test: 0.167 best alpha via bootstrap CV: 0.01 AUC Train: 0.749, Explained Variance Score Train: 0.197 AUC Validation: 0.772, Explained Variance Score Validation: 0.199 AUC Test: 0.724, Explained Variance Score Test: 0.187 Bootstrap CV 64, alpha = 0.001, R^2 train: 0.317, R^2 test: 0.175 Bootstrap CV 64, alpha = 0.005, R^2 train: 0.311, R^2 test: 0.245 Bootstrap CV 64, alpha = 0.01, R^2 train: 0.299, R^2 test: 0.311 Bootstrap CV 64, alpha = 0.1, R^2 train: 0.231, R^2 test: 0.347 best alpha via bootstrap CV: 0.1 AUC Train: 0.742, Explained Variance Score Train: 0.231 AUC Validation: 0.774, Explained Variance Score Validation: 0.352 AUC Test: 0.766, Explained Variance Score Test: 0.279 Running batch 6 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 91, alpha = 0.001, R^2 train: 0.395, R^2 test: 0.359 Bootstrap CV 91, alpha = 0.005, R^2 train: 0.388, R^2 test: 0.361 Bootstrap CV 91, alpha = 0.01, R^2 train: 0.379, R^2 test: 0.368 Bootstrap CV 91, alpha = 0.1, R^2 train: 0.280, R^2 test: 0.371 best alpha via bootstrap CV: 0.01 AUC Train: 0.748, Explained Variance Score Train: 0.379 AUC Validation: 0.772, Explained Variance Score Validation: 0.371 AUC Test: 0.770, Explained Variance Score Test: 0.301 Bootstrap CV 82, alpha = 0.001, R^2 train: 0.430, R^2 test: 0.078 Bootstrap CV 82, alpha = 0.005, R^2 train: 0.422, R^2 test: 0.112 Bootstrap CV 82, alpha = 0.01, R^2 train: 0.410, R^2 test: 0.142 Bootstrap CV 82, alpha = 0.1, R^2 train: 0.322, R^2 test: 0.201 best alpha via bootstrap CV: 0.1 AUC Train: 0.767, Explained Variance Score Train: 0.322 AUC Validation: 0.685, Explained Variance Score Validation: 0.219 AUC Test: 0.777, Explained Variance Score Test: 0.299 Bootstrap CV 80, alpha = 0.001, R^2 train: 0.418, R^2 test: 0.128 Bootstrap CV 80, alpha = 0.005, R^2 train: 0.380, R^2 test: 0.178 Bootstrap CV 80, alpha = 0.01, R^2 train: 0.331, R^2 test: 0.212 Bootstrap CV 80, alpha = 0.1, R^2 train: 0.262, R^2 test: 0.163 best alpha via bootstrap CV: 0.1 AUC Train: 0.789, Explained Variance Score Train: 0.262 AUC Validation: 0.747, Explained Variance Score Validation: 0.163 AUC Test: 0.746, Explained Variance Score Test: 0.270 Bootstrap CV 94, alpha = 0.001, R^2 train: 0.405, R^2 test: 0.237 Bootstrap CV 94, alpha = 0.005, R^2 train: 0.403, R^2 test: 0.263 Bootstrap CV 94, alpha = 0.01, R^2 train: 0.400, R^2 test: 0.281 Bootstrap CV 94, alpha = 0.1, R^2 train: 0.357, R^2 test: 0.355 best alpha via bootstrap CV: 0.1 AUC Train: 0.833, Explained Variance Score Train: 0.357 AUC Validation: 0.820, Explained Variance Score Validation: 0.416 AUC Test: 0.764, Explained Variance Score Test: 0.310 Bootstrap CV 84, alpha = 0.001, R^2 train: 0.349, R^2 test: 0.181 Bootstrap CV 84, alpha = 0.005, R^2 train: 0.343, R^2 test: 0.177 Bootstrap CV 84, alpha = 0.01, R^2 train: 0.338, R^2 test: 0.178 Bootstrap CV 84, alpha = 0.1, R^2 train: 0.286, R^2 test: 0.194 best alpha via bootstrap CV: 0.01 AUC Train: 0.781, Explained Variance Score Train: 0.338 AUC Validation: 0.643, Explained Variance Score Validation: 0.189 AUC Test: 0.760, Explained Variance Score Test: 0.312 Bootstrap CV 89, alpha = 0.001, R^2 train: 0.479, R^2 test: -0.545 Bootstrap CV 89, alpha = 0.005, R^2 train: 0.471, R^2 test: -0.447 Bootstrap CV 89, alpha = 0.01, R^2 train: 0.456, R^2 test: -0.364 Bootstrap CV 89, alpha = 0.1, R^2 train: 0.378, R^2 test: 0.013 best alpha via bootstrap CV: 0.1 AUC Train: 0.835, Explained Variance Score Train: 0.378 AUC Validation: 0.704, Explained Variance Score Validation: 0.013 AUC Test: 0.762, Explained Variance Score Test: 0.302 Bootstrap CV 93, alpha = 0.001, R^2 train: 0.285, R^2 test: 0.294 Bootstrap CV 93, alpha = 0.005, R^2 train: 0.278, R^2 test: 0.348 Bootstrap CV 93, alpha = 0.01, R^2 train: 0.267, R^2 test: 0.383 Bootstrap CV 93, alpha = 0.1, R^2 train: 0.197, R^2 test: 0.347 best alpha via bootstrap CV: 0.1 AUC Train: 0.761, Explained Variance Score Train: 0.197 AUC Validation: 0.772, Explained Variance Score Validation: 0.350 AUC Test: 0.767, Explained Variance Score Test: 0.282 Bootstrap CV 90, alpha = 0.001, R^2 train: 0.370, R^2 test: 0.288 Bootstrap CV 90, alpha = 0.005, R^2 train: 0.362, R^2 test: 0.269 Bootstrap CV 90, alpha = 0.01, R^2 train: 0.356, R^2 test: 0.281 Bootstrap CV 90, alpha = 0.1, R^2 train: 0.282, R^2 test: 0.261 best alpha via bootstrap CV: 0.01 AUC Train: 0.777, Explained Variance Score Train: 0.356 AUC Validation: 0.804, Explained Variance Score Validation: 0.285 AUC Test: 0.731, Explained Variance Score Test: 0.288 Bootstrap CV 95, alpha = 0.001, R^2 train: 0.409, R^2 test: -0.024 Bootstrap CV 95, alpha = 0.005, R^2 train: 0.379, R^2 test: 0.014 Bootstrap CV 95, alpha = 0.01, R^2 train: 0.360, R^2 test: 0.146 Bootstrap CV 95, alpha = 0.1, R^2 train: 0.278, R^2 test: 0.263 best alpha via bootstrap CV: 0.1 AUC Train: 0.772, Explained Variance Score Train: 0.278 AUC Validation: 0.718, Explained Variance Score Validation: 0.271 AUC Test: 0.748, Explained Variance Score Test: 0.287 Bootstrap CV 85, alpha = 0.001, R^2 train: 0.407, R^2 test: 0.276 Bootstrap CV 85, alpha = 0.005, R^2 train: 0.392, R^2 test: 0.309 Bootstrap CV 85, alpha = 0.01, R^2 train: 0.385, R^2 test: 0.286 Bootstrap CV 85, alpha = 0.1, R^2 train: 0.335, R^2 test: 0.303 best alpha via bootstrap CV: 0.1 AUC Train: 0.822, Explained Variance Score Train: 0.335 AUC Validation: 0.803, Explained Variance Score Validation: 0.310 AUC Test: 0.755, Explained Variance Score Test: 0.288 Bootstrap CV 92, alpha = 0.001, R^2 train: 0.337, R^2 test: 0.221 Bootstrap CV 92, alpha = 0.005, R^2 train: 0.325, R^2 test: 0.243 Bootstrap CV 92, alpha = 0.01, R^2 train: 0.315, R^2 test: 0.264 Bootstrap CV 92, alpha = 0.1, R^2 train: 0.258, R^2 test: 0.278 best alpha via bootstrap CV: 0.01 AUC Train: 0.806, Explained Variance Score Train: 0.315 AUC Validation: 0.737, Explained Variance Score Validation: 0.288 AUC Test: 0.769, Explained Variance Score Test: 0.308 Bootstrap CV 87, alpha = 0.001, R^2 train: 0.362, R^2 test: -0.189 Bootstrap CV 87, alpha = 0.005, R^2 train: 0.336, R^2 test: -0.168 Bootstrap CV 87, alpha = 0.01, R^2 train: 0.314, R^2 test: -0.142 Bootstrap CV 87, alpha = 0.1, R^2 train: 0.219, R^2 test: 0.004 best alpha via bootstrap CV: 0.1 AUC Train: 0.736, Explained Variance Score Train: 0.219 AUC Validation: 0.711, Explained Variance Score Validation: 0.207 AUC Test: 0.761, Explained Variance Score Test: 0.269 Bootstrap CV 81, alpha = 0.001, R^2 train: 0.379, R^2 test: 0.182 Bootstrap CV 81, alpha = 0.005, R^2 train: 0.374, R^2 test: 0.209 Bootstrap CV 81, alpha = 0.01, R^2 train: 0.371, R^2 test: 0.214 Bootstrap CV 81, alpha = 0.1, R^2 train: 0.333, R^2 test: 0.193 best alpha via bootstrap CV: 0.005 AUC Train: 0.791, Explained Variance Score Train: 0.374 AUC Validation: 0.784, Explained Variance Score Validation: 0.214 AUC Test: 0.766, Explained Variance Score Test: 0.327 Bootstrap CV 88, alpha = 0.001, R^2 train: 0.371, R^2 test: 0.251 Bootstrap CV 88, alpha = 0.005, R^2 train: 0.337, R^2 test: 0.300 Bootstrap CV 88, alpha = 0.01, R^2 train: 0.312, R^2 test: 0.323 Bootstrap CV 88, alpha = 0.1, R^2 train: 0.240, R^2 test: 0.256 best alpha via bootstrap CV: 0.1 AUC Train: 0.769, Explained Variance Score Train: 0.240 AUC Validation: 0.842, Explained Variance Score Validation: 0.263 AUC Test: 0.771, Explained Variance Score Test: 0.290 Bootstrap CV 83, alpha = 0.001, R^2 train: 0.356, R^2 test: 0.143 Bootstrap CV 83, alpha = 0.005, R^2 train: 0.321, R^2 test: 0.138 Bootstrap CV 83, alpha = 0.01, R^2 train: 0.309, R^2 test: 0.146 Bootstrap CV 83, alpha = 0.1, R^2 train: 0.227, R^2 test: 0.162 best alpha via bootstrap CV: 0.01 AUC Train: 0.738, Explained Variance Score Train: 0.309 AUC Validation: 0.693, Explained Variance Score Validation: 0.146 AUC Test: 0.748, Explained Variance Score Test: 0.292 Bootstrap CV 86, alpha = 0.001, R^2 train: 0.315, R^2 test: 0.150 Bootstrap CV 86, alpha = 0.005, R^2 train: 0.309, R^2 test: 0.190 Bootstrap CV 86, alpha = 0.01, R^2 train: 0.305, R^2 test: 0.221 Bootstrap CV 86, alpha = 0.1, R^2 train: 0.213, R^2 test: 0.252 best alpha via bootstrap CV: 0.01 AUC Train: 0.737, Explained Variance Score Train: 0.305 AUC Validation: 0.776, Explained Variance Score Validation: 0.221 AUC Test: 0.782, Explained Variance Score Test: 0.272 Running batch 7 of 7 with 4 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 99, alpha = 0.001, R^2 train: 0.267, R^2 test: 0.291 Bootstrap CV 99, alpha = 0.005, R^2 train: 0.260, R^2 test: 0.304 Bootstrap CV 99, alpha = 0.01, R^2 train: 0.256, R^2 test: 0.319 Bootstrap CV 99, alpha = 0.1, R^2 train: 0.187, R^2 test: 0.277 best alpha via bootstrap CV: 0.01 AUC Train: 0.744, Explained Variance Score Train: 0.256 AUC Validation: 0.746, Explained Variance Score Validation: 0.325 AUC Test: 0.737, Explained Variance Score Test: 0.264 Bootstrap CV 98, alpha = 0.001, R^2 train: 0.456, R^2 test: 0.242 Bootstrap CV 98, alpha = 0.005, R^2 train: 0.410, R^2 test: 0.306 Bootstrap CV 98, alpha = 0.01, R^2 train: 0.357, R^2 test: 0.326 Bootstrap CV 98, alpha = 0.1, R^2 train: 0.261, R^2 test: 0.297 best alpha via bootstrap CV: 0.1 AUC Train: 0.753, Explained Variance Score Train: 0.261 AUC Validation: 0.742, Explained Variance Score Validation: 0.299 AUC Test: 0.757, Explained Variance Score Test: 0.277 Bootstrap CV 97, alpha = 0.001, R^2 train: 0.431, R^2 test: 0.187 Bootstrap CV 97, alpha = 0.005, R^2 train: 0.416, R^2 test: 0.189 Bootstrap CV 97, alpha = 0.01, R^2 train: 0.404, R^2 test: 0.198 Bootstrap CV 97, alpha = 0.1, R^2 train: 0.328, R^2 test: 0.278 best alpha via bootstrap CV: 0.01 AUC Train: 0.811, Explained Variance Score Train: 0.404 AUC Validation: 0.742, Explained Variance Score Validation: 0.215 AUC Test: 0.783, Explained Variance Score Test: 0.328 Bootstrap CV 96, alpha = 0.001, R^2 train: 0.458, R^2 test: -0.093 Bootstrap CV 96, alpha = 0.005, R^2 train: 0.446, R^2 test: -0.036 Bootstrap CV 96, alpha = 0.01, R^2 train: 0.426, R^2 test: 0.017 Bootstrap CV 96, alpha = 0.1, R^2 train: 0.329, R^2 test: 0.203 best alpha via bootstrap CV: 0.1 AUC Train: 0.768, Explained Variance Score Train: 0.329 AUC Validation: 0.785, Explained Variance Score Validation: 0.203 AUC Test: 0.766, Explained Variance Score Test: 0.281 total Variables 28 and total subjects: 1751 ->AUC validation: 0.754 95% CI: [0.744 , 0.765] ->AUC test: 0.760 95% CI: [0.758 , 0.763] ->R^2 validation: 0.254 95% CI: [0.238 , 0.270] ->R^2 test: 0.294 95% CI: [0.289 , 0.298] ->Explained Variance validation: 0.243 95% CI: [0.225 , 0.260] ->Explained Variance test: 0.289 95% CI: [0.284 , 0.294] Test set metrics: @threshold:2.047, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:1.591, sens:0.024, spec:1.000, ppv:1.000, acc:0.769, f1:0.047, mcc:0.000, total+:2, total-:348 @threshold:1.482, sens:0.036, spec:1.000, ppv:1.000, acc:0.771, f1:0.070, mcc:0.000, total+:3, total-:347 @threshold:1.318, sens:0.060, spec:0.996, ppv:0.833, acc:0.774, f1:0.112, mcc:0.211, total+:6, total-:344 @threshold:1.253, sens:0.072, spec:0.993, ppv:0.750, acc:0.774, f1:0.132, mcc:0.105, total+:8, total-:342 @threshold:1.082, sens:0.120, spec:0.989, ppv:0.769, acc:0.783, f1:0.208, mcc:0.093, total+:13, total-:337 @threshold:1.070, sens:0.133, spec:0.989, ppv:0.786, acc:0.786, f1:0.227, mcc:0.100, total+:14, total-:336 @threshold:1.052, sens:0.145, spec:0.985, ppv:0.750, acc:0.786, f1:0.242, mcc:0.075, total+:16, total-:334 @threshold:1.028, sens:0.157, spec:0.985, ppv:0.765, acc:0.789, f1:0.260, mcc:0.079, total+:17, total-:333 @threshold:0.931, sens:0.217, spec:0.981, ppv:0.783, acc:0.800, f1:0.340, mcc:0.077, total+:23, total-:327 @threshold:0.862, sens:0.229, spec:0.966, ppv:0.679, acc:0.791, f1:0.342, mcc:0.039, total+:28, total-:322 @threshold:0.844, sens:0.241, spec:0.963, ppv:0.667, acc:0.791, f1:0.354, mcc:0.035, total+:30, total-:320 @threshold:0.744, sens:0.253, spec:0.944, ppv:0.583, acc:0.780, f1:0.353, mcc:0.021, total+:36, total-:314 @threshold:0.744, sens:0.253, spec:0.940, ppv:0.568, acc:0.777, f1:0.350, mcc:0.019, total+:37, total-:313 @threshold:0.729, sens:0.265, spec:0.933, ppv:0.550, acc:0.774, f1:0.358, mcc:0.017, total+:40, total-:310 @threshold:0.727, sens:0.265, spec:0.929, ppv:0.537, acc:0.771, f1:0.355, mcc:0.016, total+:41, total-:309 @threshold:0.716, sens:0.277, spec:0.929, ppv:0.548, acc:0.774, f1:0.368, mcc:0.016, total+:42, total-:308 @threshold:0.659, sens:0.301, spec:0.925, ppv:0.556, acc:0.777, f1:0.391, mcc:0.017, total+:45, total-:305 @threshold:0.636, sens:0.313, spec:0.925, ppv:0.565, acc:0.780, f1:0.403, mcc:0.017, total+:46, total-:304 @threshold:0.595, sens:0.349, spec:0.921, ppv:0.580, acc:0.786, f1:0.436, mcc:0.018, total+:50, total-:300 @threshold:0.509, sens:0.361, spec:0.910, ppv:0.556, acc:0.780, f1:0.438, mcc:0.015, total+:54, total-:296 @threshold:0.484, sens:0.373, spec:0.906, ppv:0.554, acc:0.780, f1:0.446, mcc:0.015, total+:56, total-:294 @threshold:0.460, sens:0.386, spec:0.903, ppv:0.552, acc:0.780, f1:0.454, mcc:0.015, total+:58, total-:292 @threshold:0.457, sens:0.386, spec:0.899, ppv:0.542, acc:0.777, f1:0.451, mcc:0.014, total+:59, total-:291 @threshold:0.451, sens:0.398, spec:0.899, ppv:0.550, acc:0.780, f1:0.462, mcc:0.014, total+:60, total-:290 @threshold:0.440, sens:0.422, spec:0.895, ppv:0.556, acc:0.783, f1:0.479, mcc:0.015, total+:63, total-:287 @threshold:0.415, sens:0.434, spec:0.884, ppv:0.537, acc:0.777, f1:0.480, mcc:0.013, total+:67, total-:283 @threshold:0.415, sens:0.434, spec:0.880, ppv:0.529, acc:0.774, f1:0.477, mcc:0.012, total+:68, total-:282 @threshold:0.385, sens:0.446, spec:0.861, ppv:0.500, acc:0.763, f1:0.471, mcc:0.010, total+:74, total-:276 @threshold:0.370, sens:0.446, spec:0.858, ppv:0.493, acc:0.760, f1:0.468, mcc:0.010, total+:75, total-:275 @threshold:0.365, sens:0.458, spec:0.850, ppv:0.487, acc:0.757, f1:0.472, mcc:0.009, total+:78, total-:272 @threshold:0.359, sens:0.458, spec:0.846, ppv:0.481, acc:0.754, f1:0.469, mcc:0.009, total+:79, total-:271 @threshold:0.312, sens:0.470, spec:0.824, ppv:0.453, acc:0.740, f1:0.462, mcc:0.007, total+:86, total-:264 @threshold:0.312, sens:0.470, spec:0.820, ppv:0.448, acc:0.737, f1:0.459, mcc:0.007, total+:87, total-:263 @threshold:0.311, sens:0.482, spec:0.820, ppv:0.455, acc:0.740, f1:0.468, mcc:0.007, total+:88, total-:262 @threshold:0.308, sens:0.506, spec:0.816, ppv:0.462, acc:0.743, f1:0.483, mcc:0.008, total+:91, total-:259 @threshold:0.297, sens:0.518, spec:0.813, ppv:0.462, acc:0.743, f1:0.489, mcc:0.008, total+:93, total-:257 @threshold:0.286, sens:0.518, spec:0.809, ppv:0.457, acc:0.740, f1:0.486, mcc:0.007, total+:94, total-:256 @threshold:0.283, sens:0.530, spec:0.809, ppv:0.463, acc:0.743, f1:0.494, mcc:0.008, total+:95, total-:255 @threshold:0.279, sens:0.530, spec:0.805, ppv:0.458, acc:0.740, f1:0.492, mcc:0.007, total+:96, total-:254 @threshold:0.277, sens:0.542, spec:0.805, ppv:0.464, acc:0.743, f1:0.500, mcc:0.008, total+:97, total-:253 @threshold:0.269, sens:0.542, spec:0.801, ppv:0.459, acc:0.740, f1:0.497, mcc:0.007, total+:98, total-:252 @threshold:0.261, sens:0.554, spec:0.801, ppv:0.465, acc:0.743, f1:0.505, mcc:0.008, total+:99, total-:251 @threshold:0.252, sens:0.554, spec:0.798, ppv:0.460, acc:0.740, f1:0.503, mcc:0.007, total+:100, total-:250 @threshold:0.153, sens:0.566, spec:0.757, ppv:0.420, acc:0.711, f1:0.482, mcc:0.006, total+:112, total-:238 @threshold:0.137, sens:0.566, spec:0.753, ppv:0.416, acc:0.709, f1:0.480, mcc:0.006, total+:113, total-:237 @threshold:0.117, sens:0.578, spec:0.734, ppv:0.403, acc:0.697, f1:0.475, mcc:0.005, total+:119, total-:231 @threshold:0.112, sens:0.590, spec:0.730, ppv:0.405, acc:0.697, f1:0.480, mcc:0.005, total+:121, total-:229 @threshold:0.101, sens:0.602, spec:0.727, ppv:0.407, acc:0.697, f1:0.485, mcc:0.005, total+:123, total-:227 @threshold:0.091, sens:0.614, spec:0.723, ppv:0.408, acc:0.697, f1:0.490, mcc:0.005, total+:125, total-:225 @threshold:0.084, sens:0.627, spec:0.719, ppv:0.409, acc:0.697, f1:0.495, mcc:0.005, total+:127, total-:223 @threshold:0.066, sens:0.627, spec:0.715, ppv:0.406, acc:0.694, f1:0.493, mcc:0.005, total+:128, total-:222 @threshold:0.064, sens:0.639, spec:0.715, ppv:0.411, acc:0.697, f1:0.500, mcc:0.005, total+:129, total-:221 @threshold:0.060, sens:0.639, spec:0.712, ppv:0.408, acc:0.694, f1:0.498, mcc:0.005, total+:130, total-:220 @threshold:0.058, sens:0.651, spec:0.712, ppv:0.412, acc:0.697, f1:0.505, mcc:0.005, total+:131, total-:219 @threshold:0.055, sens:0.651, spec:0.708, ppv:0.409, acc:0.694, f1:0.502, mcc:0.005, total+:132, total-:218 @threshold:0.050, sens:0.663, spec:0.700, ppv:0.407, acc:0.691, f1:0.505, mcc:0.005, total+:135, total-:215 @threshold:0.047, sens:0.675, spec:0.697, ppv:0.409, acc:0.691, f1:0.509, mcc:0.005, total+:137, total-:213 @threshold:0.027, sens:0.687, spec:0.663, ppv:0.388, acc:0.669, f1:0.496, mcc:0.004, total+:147, total-:203 @threshold:0.024, sens:0.687, spec:0.659, ppv:0.385, acc:0.666, f1:0.494, mcc:0.004, total+:148, total-:202 @threshold:0.020, sens:0.843, spec:0.528, ppv:0.357, acc:0.603, f1:0.502, mcc:0.004, total+:196, total-:154 @threshold:0.002, sens:0.855, spec:0.513, ppv:0.353, acc:0.594, f1:0.500, mcc:0.004, total+:201, total-:149 @threshold:0.000, sens:0.855, spec:0.509, ppv:0.351, acc:0.591, f1:0.498, mcc:0.004, total+:202, total-:148 @threshold:-0.002, sens:0.867, spec:0.506, ppv:0.353, acc:0.591, f1:0.502, mcc:0.004, total+:204, total-:146 @threshold:-0.003, sens:0.867, spec:0.502, ppv:0.351, acc:0.589, f1:0.500, mcc:0.004, total+:205, total-:145 @threshold:-0.010, sens:0.880, spec:0.494, ppv:0.351, acc:0.586, f1:0.502, mcc:0.004, total+:208, total-:142 @threshold:-0.013, sens:0.880, spec:0.491, ppv:0.349, acc:0.583, f1:0.500, mcc:0.003, total+:209, total-:141 @threshold:-0.058, sens:0.892, spec:0.449, ppv:0.335, acc:0.554, f1:0.487, mcc:0.003, total+:221, total-:129 @threshold:-0.060, sens:0.892, spec:0.446, ppv:0.333, acc:0.551, f1:0.485, mcc:0.003, total+:222, total-:128 @threshold:-0.066, sens:0.904, spec:0.438, ppv:0.333, acc:0.549, f1:0.487, mcc:0.003, total+:225, total-:125 @threshold:-0.066, sens:0.904, spec:0.434, ppv:0.332, acc:0.546, f1:0.485, mcc:0.003, total+:226, total-:124 @threshold:-0.133, sens:0.916, spec:0.375, ppv:0.313, acc:0.503, f1:0.466, mcc:0.003, total+:243, total-:107 @threshold:-0.144, sens:0.916, spec:0.371, ppv:0.311, acc:0.500, f1:0.465, mcc:0.003, total+:244, total-:106 @threshold:-0.147, sens:0.928, spec:0.371, ppv:0.314, acc:0.503, f1:0.470, mcc:0.003, total+:245, total-:105 @threshold:-0.153, sens:0.928, spec:0.367, ppv:0.313, acc:0.500, f1:0.468, mcc:0.003, total+:246, total-:104 @threshold:-0.320, sens:0.940, spec:0.292, ppv:0.292, acc:0.446, f1:0.446, mcc:0.002, total+:267, total-:83 @threshold:-0.322, sens:0.940, spec:0.288, ppv:0.291, acc:0.443, f1:0.444, mcc:0.002, total+:268, total-:82 @threshold:-0.326, sens:0.952, spec:0.288, ppv:0.294, acc:0.446, f1:0.449, mcc:0.002, total+:269, total-:81 @threshold:-0.334, sens:0.952, spec:0.285, ppv:0.293, acc:0.443, f1:0.448, mcc:0.002, total+:270, total-:80 @threshold:-0.403, sens:0.964, spec:0.255, ppv:0.287, acc:0.423, f1:0.442, mcc:0.002, total+:279, total-:71 @threshold:-0.412, sens:0.964, spec:0.251, ppv:0.286, acc:0.420, f1:0.441, mcc:0.002, total+:280, total-:70 @threshold:-0.576, sens:0.976, spec:0.142, ppv:0.261, acc:0.340, f1:0.412, mcc:0.002, total+:310, total-:40 @threshold:-0.602, sens:0.976, spec:0.139, ppv:0.260, acc:0.337, f1:0.411, mcc:0.002, total+:311, total-:39 @threshold:-0.648, sens:0.988, spec:0.124, ppv:0.259, acc:0.329, f1:0.411, mcc:0.002, total+:316, total-:34 @threshold:-0.653, sens:0.988, spec:0.120, ppv:0.259, acc:0.326, f1:0.410, mcc:0.002, total+:317, total-:33 @threshold:-1.477, sens:1.000, spec:0.004, ppv:0.238, acc:0.240, f1:0.384, mcc:0.002, total+:349, total-:1 * Vital: BMI-latest | coef 0.108 95% CI: [0.085 , 0.131] | OR_adj 1.114 [1.088 1.140] | occ: 1672 | OR_unadj: 4.483 [3.496 5.747] | indivs AUC:0.731 Correlated most with: MatDeliveryAge:-0.053 * Vital: Wt-avg19to24 | coef 0.100 95% CI: [0.077 , 0.123] | OR_adj 1.105 [1.080 1.131] | occ: 1417 | OR_unadj: 4.067 [3.209 5.154] | indivs AUC:0.749 Correlated most with: MatDeliveryAge:-0.029 * Vital: BMI-gain0to24 | coef 0.095 95% CI: [0.070 , 0.119] | OR_adj 1.099 [1.073 1.127] | occ: 1391 | OR_unadj: 4.247 [3.349 5.386] | indivs AUC:0.749 Correlated most with: MatDeliveryAge:-0.044 * Vital: Wt-gain0to24 | coef 0.063 95% CI: [0.043 , 0.083] | OR_adj 1.065 [1.044 1.087] | occ: 1411 | OR_unadj: 3.949 [3.118 5.001] | indivs AUC:0.735 Correlated most with: MatDeliveryAge:-0.034 * Vital: BMI-avg16to19 | coef 0.033 95% CI: [0.023 , 0.044] | OR_adj 1.034 [1.023 1.045] | occ: 1293 | OR_unadj: 3.189 [2.527 4.025] | indivs AUC:0.723 Correlated most with: MatDeliveryAge:-0.057 Vital: Ht-avg7to10 | coef -0.033 95% CI: [-0.044 , -0.022] | OR_adj 0.968 [0.957 0.979] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.483 Correlated most with: MatDeliveryAge:0.014 * Vital: Wt for Len Percentile-latest | coef 0.033 95% CI: [0.019 , 0.046] | OR_adj 1.033 [1.020 1.047] | occ: 1601 | OR_unadj: 4.255 [3.294 5.497] | indivs AUC:0.751 Correlated most with: MatDeliveryAge:-0.064 * Vital: BMI-avg19to24 | coef 0.029 95% CI: [0.013 , 0.044] | OR_adj 1.029 [1.013 1.045] | occ: 1397 | OR_unadj: 4.344 [3.423 5.512] | indivs AUC:0.762 Correlated most with: MatDeliveryAge:-0.039 * Vital: Wt for Length ZScore-latest | coef 0.027 95% CI: [0.011 , 0.043] | OR_adj 1.028 [1.011 1.044] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.761 Correlated most with: MatDeliveryAge:-0.047 * Vital: Wt for Len Percentile-avg16to19 | coef 0.025 95% CI: [0.012 , 0.038] | OR_adj 1.025 [1.012 1.038] | occ: 1294 | OR_unadj: 3.224 [2.551 4.073] | indivs AUC:0.735 Correlated most with: MatDeliveryAge:-0.089 MatDeliveryAge | coef 0.021 95% CI: [0.014 , 0.028] | OR_adj 1.022 [1.014 1.029] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.529 Correlated most with: MatDeliveryAge:1.000 * Vital: Wt-avg1to3 | coef 0.018 95% CI: [0.009 , 0.028] | OR_adj 1.018 [1.009 1.028] | occ: 1388 | OR_unadj: 1.947 [1.549 2.448] | indivs AUC:0.580 Correlated most with: MatDeliveryAge:-0.017 Vital: Wt for Len Percentile-gain13to19 | coef 0.017 95% CI: [0.010 , 0.024] | OR_adj 1.017 [1.010 1.025] | occ: 1313 | OR_unadj: 0.996 [0.788 1.258] | indivs AUC:0.551 Correlated most with: MatDeliveryAge:-0.010 Vital: Wt-gain1to5 | coef -0.017 95% CI: [-0.024 , -0.010] | OR_adj 0.984 [0.977 0.991] | occ: 1472 | OR_unadj: 0.993 [0.790 1.247] | indivs AUC:0.522 Correlated most with: MatDeliveryAge:0.025 * Vital: Wt-latest | coef 0.015 95% CI: [0.006 , 0.024] | OR_adj 1.015 [1.006 1.025] | occ: 1677 | OR_unadj: 4.020 [3.127 5.168] | indivs AUC:0.703 Correlated most with: MatDeliveryAge:0.008 * Vital: Wt for Length ZScore-avg7to10 | coef 0.015 95% CI: [0.005 , 0.026] | OR_adj 1.015 [1.005 1.026] | occ: 1346 | OR_unadj: 2.147 [1.708 2.700] | indivs AUC:0.675 Correlated most with: MatDeliveryAge:-0.069 * Vital: Wt for Length ZScore-avg16to19 | coef 0.012 95% CI: [0.004 , 0.021] | OR_adj 1.013 [1.004 1.021] | occ: 1292 | OR_unadj: 3.143 [2.490 3.966] | indivs AUC:0.718 Correlated most with: MatDeliveryAge:-0.071 * Vital: BMI-avg10to13 | coef 0.012 95% CI: [0.003 , 0.021] | OR_adj 1.012 [1.003 1.022] | occ: 1400 | OR_unadj: 2.301 [1.830 2.895] | indivs AUC:0.648 Correlated most with: MatDeliveryAge:-0.077 * Vital: Wt for Length ZScore-avg3to5 | coef 0.012 95% CI: [0.005 , 0.019] | OR_adj 1.012 [1.005 1.019] | occ: 1321 | OR_unadj: 1.681 [1.337 2.114] | indivs AUC:0.639 Correlated most with: MatDeliveryAge:-0.036 * Vital: BMI-avg7to10 | coef 0.011 95% CI: [-0.003 , 0.025] | OR_adj 1.011 [0.997 1.025] | occ: 1342 | OR_unadj: 2.069 [1.645 2.602] | indivs AUC:0.677 Correlated most with: MatDeliveryAge:-0.062 * Vital: Wt for Length ZScore-avg5to7 | coef 0.011 95% CI: [0.003 , 0.018] | OR_adj 1.011 [1.003 1.018] | occ: 1347 | OR_unadj: 1.778 [1.414 2.235] | indivs AUC:0.617 Correlated most with: MatDeliveryAge:-0.046 * Vital: Wt for Length Zscore-avg10to13 | coef 0.010 95% CI: [0.002 , 0.018] | OR_adj 1.010 [1.002 1.018] | occ: 1403 | OR_unadj: 2.480 [1.970 3.122] | indivs AUC:0.670 Correlated most with: MatDeliveryAge:-0.078 * Vital: BMI-avg3to5 | coef 0.008 95% CI: [0.002 , 0.014] | OR_adj 1.008 [1.002 1.014] | occ: 1314 | OR_unadj: 1.808 [1.437 2.274] | indivs AUC:0.635 Correlated most with: MatDeliveryAge:-0.029 * Vital: BMI-avg1to3 | coef 0.007 95% CI: [-0.001 , 0.015] | OR_adj 1.007 [0.999 1.015] | occ: 1370 | OR_unadj: 1.693 [1.347 2.129] | indivs AUC:0.604 Correlated most with: MatDeliveryAge:0.015 Vital: Ht-gain16to24 | coef 0.003 95% CI: [-0.004 , 0.010] | OR_adj 1.003 [0.996 1.010] | occ: 1442 | OR_unadj: 0.985 [0.700 1.387] | indivs AUC:0.536 Correlated most with: MatDeliveryAge:-0.044 Vital: HC-gain1to5 | coef 0.002 95% CI: [-0.004 , 0.009] | OR_adj 1.002 [0.996 1.009] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.445 Correlated most with: MatDeliveryAge:-0.003 * Vital: Wt-gain3to7 | coef 0.001 95% CI: [-0.004 , 0.006] | OR_adj 1.001 [0.996 1.006] | occ: 1487 | OR_unadj: 1.284 [1.021 1.614] | indivs AUC:0.520 Correlated most with: MatDeliveryAge:-0.016 * Vital: Wt for Len Percentile-avg10to13 | coef -0.001 95% CI: [-0.011 , 0.010] | OR_adj 0.999 [0.989 1.010] | occ: 1404 | OR_unadj: 2.684 [2.131 3.381] | indivs AUC:0.669 Correlated most with: MatDeliveryAge:-0.077 Vital : 0.617693469077 MatDeliveryAge : 0.0213023704786 Time to run analysis 0:00:32.396184 Total Time elapsed 8:11:38.339951 ----------------------------------------------------- boys lasso_fts no_census randomforest regression Running batch 1 of 7 with 16 nodes Bootstrap CV 14, alpha = (3000, 2, 1), R^2 train: 0.883, R^2 test: -0.211 Bootstrap CV 14, alpha = (3000, 2, 2), R^2 train: 0.824, R^2 test: -0.105 Bootstrap CV 14, alpha = (3000, 2, 5), R^2 train: 0.658, R^2 test: 0.032 Bootstrap CV 14, alpha = (3000, 2, 7), R^2 train: 0.587, R^2 test: 0.039 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.935, Explained Variance Score Train: 0.587 AUC Validation: 0.691, Explained Variance Score Validation: 0.047 AUC Test: 0.748, Explained Variance Score Test: 0.287 Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.902, R^2 test: 0.111 Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.862, R^2 test: 0.127 Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.712, R^2 test: 0.145 Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.643, R^2 test: 0.156 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.920, Explained Variance Score Train: 0.643 AUC Validation: 0.750, Explained Variance Score Validation: 0.177 AUC Test: 0.735, Explained Variance Score Test: 0.264 Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.344 Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.842, R^2 test: 0.373 Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.686, R^2 test: 0.386 Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.610, R^2 test: 0.387 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.909, Explained Variance Score Train: 0.610 AUC Validation: 0.785, Explained Variance Score Validation: 0.388 AUC Test: 0.745, Explained Variance Score Test: 0.289 Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.872, R^2 test: 0.049 Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.795, R^2 test: 0.095 Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.583, R^2 test: 0.114 Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.502, R^2 test: 0.124 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.885, Explained Variance Score Train: 0.502 AUC Validation: 0.797, Explained Variance Score Validation: 0.173 AUC Test: 0.723, Explained Variance Score Test: 0.255 Bootstrap CV 11, alpha = (3000, 2, 1), R^2 train: 0.864, R^2 test: 0.137 Bootstrap CV 11, alpha = (3000, 2, 2), R^2 train: 0.805, R^2 test: 0.143 Bootstrap CV 11, alpha = (3000, 2, 5), R^2 train: 0.599, R^2 test: 0.156 Bootstrap CV 11, alpha = (3000, 2, 7), R^2 train: 0.528, R^2 test: 0.163 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.892, Explained Variance Score Train: 0.528 AUC Validation: 0.689, Explained Variance Score Validation: 0.167 AUC Test: 0.760, Explained Variance Score Test: 0.280 Bootstrap CV 13, alpha = (3000, 2, 1), R^2 train: 0.887, R^2 test: 0.225 Bootstrap CV 13, alpha = (3000, 2, 2), R^2 train: 0.815, R^2 test: 0.227 Bootstrap CV 13, alpha = (3000, 2, 5), R^2 train: 0.657, R^2 test: 0.223 Bootstrap CV 13, alpha = (3000, 2, 7), R^2 train: 0.576, R^2 test: 0.220 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.927, Explained Variance Score Train: 0.657 AUC Validation: 0.829, Explained Variance Score Validation: 0.255 AUC Test: 0.748, Explained Variance Score Test: 0.293 Bootstrap CV 15, alpha = (3000, 2, 1), R^2 train: 0.904, R^2 test: 0.092 Bootstrap CV 15, alpha = (3000, 2, 2), R^2 train: 0.850, R^2 test: 0.111 Bootstrap CV 15, alpha = (3000, 2, 5), R^2 train: 0.683, R^2 test: 0.101 Bootstrap CV 15, alpha = (3000, 2, 7), R^2 train: 0.601, R^2 test: 0.106 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.872, Explained Variance Score Train: 0.601 AUC Validation: 0.701, Explained Variance Score Validation: 0.107 AUC Test: 0.768, Explained Variance Score Test: 0.312 Bootstrap CV 10, alpha = (3000, 2, 1), R^2 train: 0.898, R^2 test: 0.368 Bootstrap CV 10, alpha = (3000, 2, 2), R^2 train: 0.837, R^2 test: 0.388 Bootstrap CV 10, alpha = (3000, 2, 5), R^2 train: 0.676, R^2 test: 0.371 Bootstrap CV 10, alpha = (3000, 2, 7), R^2 train: 0.603, R^2 test: 0.367 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.906, Explained Variance Score Train: 0.603 AUC Validation: 0.705, Explained Variance Score Validation: 0.368 AUC Test: 0.758, Explained Variance Score Test: 0.312 Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.875, R^2 test: 0.168 Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.807, R^2 test: 0.205 Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.633, R^2 test: 0.220 Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.562, R^2 test: 0.217 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.901, Explained Variance Score Train: 0.633 AUC Validation: 0.810, Explained Variance Score Validation: 0.221 AUC Test: 0.752, Explained Variance Score Test: 0.295 Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.114 Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.836, R^2 test: 0.144 Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.687, R^2 test: 0.165 Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.620, R^2 test: 0.164 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.897, Explained Variance Score Train: 0.620 AUC Validation: 0.754, Explained Variance Score Validation: 0.171 AUC Test: 0.751, Explained Variance Score Test: 0.267 Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.881, R^2 test: 0.152 Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.815, R^2 test: 0.164 Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.642, R^2 test: 0.167 Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.568, R^2 test: 0.170 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.920, Explained Variance Score Train: 0.568 AUC Validation: 0.726, Explained Variance Score Validation: 0.187 AUC Test: 0.760, Explained Variance Score Test: 0.308 Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.884, R^2 test: 0.174 Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.803, R^2 test: 0.162 Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.623, R^2 test: 0.167 Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.547, R^2 test: 0.168 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.892, Explained Variance Score Train: 0.547 AUC Validation: 0.774, Explained Variance Score Validation: 0.169 AUC Test: 0.732, Explained Variance Score Test: 0.295 Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.884, R^2 test: 0.002 Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.818, R^2 test: 0.015 Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.641, R^2 test: 0.041 Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.572, R^2 test: 0.053 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.918, Explained Variance Score Train: 0.572 AUC Validation: 0.653, Explained Variance Score Validation: 0.063 AUC Test: 0.720, Explained Variance Score Test: 0.237 Bootstrap CV 12, alpha = (3000, 2, 1), R^2 train: 0.797, R^2 test: 0.193 Bootstrap CV 12, alpha = (3000, 2, 2), R^2 train: 0.719, R^2 test: 0.211 Bootstrap CV 12, alpha = (3000, 2, 5), R^2 train: 0.547, R^2 test: 0.233 Bootstrap CV 12, alpha = (3000, 2, 7), R^2 train: 0.476, R^2 test: 0.239 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.908, Explained Variance Score Train: 0.476 AUC Validation: 0.714, Explained Variance Score Validation: 0.239 AUC Test: 0.742, Explained Variance Score Test: 0.270 Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.875, R^2 test: 0.179 Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.796, R^2 test: 0.193 Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.604, R^2 test: 0.185 Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.532, R^2 test: 0.192 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.906, Explained Variance Score Train: 0.532 AUC Validation: 0.746, Explained Variance Score Validation: 0.199 AUC Test: 0.744, Explained Variance Score Test: 0.301 Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.890, R^2 test: 0.255 Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.830, R^2 test: 0.288 Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.650, R^2 test: 0.318 Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.576, R^2 test: 0.324 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.912, Explained Variance Score Train: 0.650 AUC Validation: 0.737, Explained Variance Score Validation: 0.319 AUC Test: 0.752, Explained Variance Score Test: 0.283 Running batch 2 of 7 with 16 nodes Bootstrap CV 23, alpha = (3000, 2, 1), R^2 train: 0.882, R^2 test: 0.093 Bootstrap CV 23, alpha = (3000, 2, 2), R^2 train: 0.801, R^2 test: 0.114 Bootstrap CV 23, alpha = (3000, 2, 5), R^2 train: 0.628, R^2 test: 0.164 Bootstrap CV 23, alpha = (3000, 2, 7), R^2 train: 0.552, R^2 test: 0.179 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.936, Explained Variance Score Train: 0.552 AUC Validation: 0.691, Explained Variance Score Validation: 0.182 AUC Test: 0.732, Explained Variance Score Test: 0.236 Bootstrap CV 31, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.195 Bootstrap CV 31, alpha = (3000, 2, 2), R^2 train: 0.833, R^2 test: 0.197 Bootstrap CV 31, alpha = (3000, 2, 5), R^2 train: 0.651, R^2 test: 0.207 Bootstrap CV 31, alpha = (3000, 2, 7), R^2 train: 0.570, R^2 test: 0.192 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.895, Explained Variance Score Train: 0.570 AUC Validation: 0.716, Explained Variance Score Validation: 0.207 AUC Test: 0.760, Explained Variance Score Test: 0.283 Bootstrap CV 17, alpha = (3000, 2, 1), R^2 train: 0.853, R^2 test: 0.253 Bootstrap CV 17, alpha = (3000, 2, 2), R^2 train: 0.783, R^2 test: 0.275 Bootstrap CV 17, alpha = (3000, 2, 5), R^2 train: 0.599, R^2 test: 0.280 Bootstrap CV 17, alpha = (3000, 2, 7), R^2 train: 0.523, R^2 test: 0.277 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.903, Explained Variance Score Train: 0.523 AUC Validation: 0.785, Explained Variance Score Validation: 0.277 AUC Test: 0.768, Explained Variance Score Test: 0.298 Bootstrap CV 27, alpha = (3000, 2, 1), R^2 train: 0.876, R^2 test: 0.139 Bootstrap CV 27, alpha = (3000, 2, 2), R^2 train: 0.804, R^2 test: 0.182 Bootstrap CV 27, alpha = (3000, 2, 5), R^2 train: 0.624, R^2 test: 0.212 Bootstrap CV 27, alpha = (3000, 2, 7), R^2 train: 0.545, R^2 test: 0.211 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.925, Explained Variance Score Train: 0.624 AUC Validation: 0.777, Explained Variance Score Validation: 0.215 AUC Test: 0.756, Explained Variance Score Test: 0.302 Bootstrap CV 24, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.287 Bootstrap CV 24, alpha = (3000, 2, 2), R^2 train: 0.848, R^2 test: 0.287 Bootstrap CV 24, alpha = (3000, 2, 5), R^2 train: 0.656, R^2 test: 0.289 Bootstrap CV 24, alpha = (3000, 2, 7), R^2 train: 0.576, R^2 test: 0.279 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.915, Explained Variance Score Train: 0.576 AUC Validation: 0.806, Explained Variance Score Validation: 0.287 AUC Test: 0.728, Explained Variance Score Test: 0.274 Bootstrap CV 21, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.307 Bootstrap CV 21, alpha = (3000, 2, 2), R^2 train: 0.829, R^2 test: 0.301 Bootstrap CV 21, alpha = (3000, 2, 5), R^2 train: 0.660, R^2 test: 0.298 Bootstrap CV 21, alpha = (3000, 2, 7), R^2 train: 0.587, R^2 test: 0.293 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.915, Explained Variance Score Train: 0.660 AUC Validation: 0.777, Explained Variance Score Validation: 0.310 AUC Test: 0.762, Explained Variance Score Test: 0.288 Bootstrap CV 18, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.254 Bootstrap CV 18, alpha = (3000, 2, 2), R^2 train: 0.842, R^2 test: 0.257 Bootstrap CV 18, alpha = (3000, 2, 5), R^2 train: 0.667, R^2 test: 0.277 Bootstrap CV 18, alpha = (3000, 2, 7), R^2 train: 0.595, R^2 test: 0.292 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.912, Explained Variance Score Train: 0.595 AUC Validation: 0.748, Explained Variance Score Validation: 0.321 AUC Test: 0.744, Explained Variance Score Test: 0.293 Bootstrap CV 28, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.252 Bootstrap CV 28, alpha = (3000, 2, 2), R^2 train: 0.835, R^2 test: 0.280 Bootstrap CV 28, alpha = (3000, 2, 5), R^2 train: 0.671, R^2 test: 0.293 Bootstrap CV 28, alpha = (3000, 2, 7), R^2 train: 0.595, R^2 test: 0.285 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.908, Explained Variance Score Train: 0.671 AUC Validation: 0.796, Explained Variance Score Validation: 0.293 AUC Test: 0.770, Explained Variance Score Test: 0.330 Bootstrap CV 19, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.287 Bootstrap CV 19, alpha = (3000, 2, 2), R^2 train: 0.829, R^2 test: 0.323 Bootstrap CV 19, alpha = (3000, 2, 5), R^2 train: 0.676, R^2 test: 0.332 Bootstrap CV 19, alpha = (3000, 2, 7), R^2 train: 0.608, R^2 test: 0.331 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.914, Explained Variance Score Train: 0.608 AUC Validation: 0.718, Explained Variance Score Validation: 0.334 AUC Test: 0.753, Explained Variance Score Test: 0.281 Bootstrap CV 20, alpha = (3000, 2, 1), R^2 train: 0.853, R^2 test: 0.257 Bootstrap CV 20, alpha = (3000, 2, 2), R^2 train: 0.749, R^2 test: 0.262 Bootstrap CV 20, alpha = (3000, 2, 5), R^2 train: 0.539, R^2 test: 0.257 Bootstrap CV 20, alpha = (3000, 2, 7), R^2 train: 0.459, R^2 test: 0.258 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.868, Explained Variance Score Train: 0.459 AUC Validation: 0.846, Explained Variance Score Validation: 0.262 AUC Test: 0.748, Explained Variance Score Test: 0.253 Bootstrap CV 25, alpha = (3000, 2, 1), R^2 train: 0.885, R^2 test: 0.060 Bootstrap CV 25, alpha = (3000, 2, 2), R^2 train: 0.809, R^2 test: 0.067 Bootstrap CV 25, alpha = (3000, 2, 5), R^2 train: 0.630, R^2 test: 0.099 Bootstrap CV 25, alpha = (3000, 2, 7), R^2 train: 0.557, R^2 test: 0.126 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.895, Explained Variance Score Train: 0.557 AUC Validation: 0.765, Explained Variance Score Validation: 0.129 AUC Test: 0.750, Explained Variance Score Test: 0.291 Bootstrap CV 16, alpha = (3000, 2, 1), R^2 train: 0.917, R^2 test: 0.102 Bootstrap CV 16, alpha = (3000, 2, 2), R^2 train: 0.875, R^2 test: 0.101 Bootstrap CV 16, alpha = (3000, 2, 5), R^2 train: 0.738, R^2 test: 0.099 Bootstrap CV 16, alpha = (3000, 2, 7), R^2 train: 0.674, R^2 test: 0.104 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.940, Explained Variance Score Train: 0.674 AUC Validation: 0.651, Explained Variance Score Validation: 0.121 AUC Test: 0.751, Explained Variance Score Test: 0.263 Bootstrap CV 26, alpha = (3000, 2, 1), R^2 train: 0.853, R^2 test: 0.139 Bootstrap CV 26, alpha = (3000, 2, 2), R^2 train: 0.764, R^2 test: 0.159 Bootstrap CV 26, alpha = (3000, 2, 5), R^2 train: 0.587, R^2 test: 0.191 Bootstrap CV 26, alpha = (3000, 2, 7), R^2 train: 0.517, R^2 test: 0.211 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.922, Explained Variance Score Train: 0.518 AUC Validation: 0.824, Explained Variance Score Validation: 0.226 AUC Test: 0.751, Explained Variance Score Test: 0.252 Bootstrap CV 22, alpha = (3000, 2, 1), R^2 train: 0.905, R^2 test: 0.228 Bootstrap CV 22, alpha = (3000, 2, 2), R^2 train: 0.866, R^2 test: 0.239 Bootstrap CV 22, alpha = (3000, 2, 5), R^2 train: 0.724, R^2 test: 0.252 Bootstrap CV 22, alpha = (3000, 2, 7), R^2 train: 0.650, R^2 test: 0.253 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.912, Explained Variance Score Train: 0.650 AUC Validation: 0.803, Explained Variance Score Validation: 0.263 AUC Test: 0.762, Explained Variance Score Test: 0.294 Bootstrap CV 30, alpha = (3000, 2, 1), R^2 train: 0.867, R^2 test: 0.190 Bootstrap CV 30, alpha = (3000, 2, 2), R^2 train: 0.791, R^2 test: 0.193 Bootstrap CV 30, alpha = (3000, 2, 5), R^2 train: 0.588, R^2 test: 0.192 Bootstrap CV 30, alpha = (3000, 2, 7), R^2 train: 0.520, R^2 test: 0.200 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.901, Explained Variance Score Train: 0.520 AUC Validation: 0.816, Explained Variance Score Validation: 0.200 AUC Test: 0.768, Explained Variance Score Test: 0.276 Bootstrap CV 29, alpha = (3000, 2, 1), R^2 train: 0.877, R^2 test: 0.207 Bootstrap CV 29, alpha = (3000, 2, 2), R^2 train: 0.808, R^2 test: 0.223 Bootstrap CV 29, alpha = (3000, 2, 5), R^2 train: 0.608, R^2 test: 0.209 Bootstrap CV 29, alpha = (3000, 2, 7), R^2 train: 0.534, R^2 test: 0.219 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.900, Explained Variance Score Train: 0.535 AUC Validation: 0.728, Explained Variance Score Validation: 0.219 AUC Test: 0.720, Explained Variance Score Test: 0.264 Running batch 3 of 7 with 16 nodes Bootstrap CV 42, alpha = (3000, 2, 1), R^2 train: 0.881, R^2 test: 0.157 Bootstrap CV 42, alpha = (3000, 2, 2), R^2 train: 0.820, R^2 test: 0.178 Bootstrap CV 42, alpha = (3000, 2, 5), R^2 train: 0.632, R^2 test: 0.222 Bootstrap CV 42, alpha = (3000, 2, 7), R^2 train: 0.552, R^2 test: 0.234 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.881, Explained Variance Score Train: 0.552 AUC Validation: 0.745, Explained Variance Score Validation: 0.244 AUC Test: 0.758, Explained Variance Score Test: 0.300 Bootstrap CV 36, alpha = (3000, 2, 1), R^2 train: 0.890, R^2 test: 0.179 Bootstrap CV 36, alpha = (3000, 2, 2), R^2 train: 0.829, R^2 test: 0.204 Bootstrap CV 36, alpha = (3000, 2, 5), R^2 train: 0.660, R^2 test: 0.227 Bootstrap CV 36, alpha = (3000, 2, 7), R^2 train: 0.583, R^2 test: 0.235 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.925, Explained Variance Score Train: 0.583 AUC Validation: 0.708, Explained Variance Score Validation: 0.235 AUC Test: 0.733, Explained Variance Score Test: 0.248 Bootstrap CV 43, alpha = (3000, 2, 1), R^2 train: 0.868, R^2 test: 0.152 Bootstrap CV 43, alpha = (3000, 2, 2), R^2 train: 0.771, R^2 test: 0.164 Bootstrap CV 43, alpha = (3000, 2, 5), R^2 train: 0.569, R^2 test: 0.165 Bootstrap CV 43, alpha = (3000, 2, 7), R^2 train: 0.486, R^2 test: 0.171 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.870, Explained Variance Score Train: 0.486 AUC Validation: 0.722, Explained Variance Score Validation: 0.175 AUC Test: 0.757, Explained Variance Score Test: 0.270 Bootstrap CV 41, alpha = (3000, 2, 1), R^2 train: 0.885, R^2 test: -0.097 Bootstrap CV 41, alpha = (3000, 2, 2), R^2 train: 0.794, R^2 test: -0.041 Bootstrap CV 41, alpha = (3000, 2, 5), R^2 train: 0.608, R^2 test: 0.045 Bootstrap CV 41, alpha = (3000, 2, 7), R^2 train: 0.537, R^2 test: 0.046 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.937, Explained Variance Score Train: 0.537 AUC Validation: 0.663, Explained Variance Score Validation: 0.140 AUC Test: 0.763, Explained Variance Score Test: 0.307 Bootstrap CV 40, alpha = (3000, 2, 1), R^2 train: 0.889, R^2 test: 0.174 Bootstrap CV 40, alpha = (3000, 2, 2), R^2 train: 0.830, R^2 test: 0.184 Bootstrap CV 40, alpha = (3000, 2, 5), R^2 train: 0.662, R^2 test: 0.184 Bootstrap CV 40, alpha = (3000, 2, 7), R^2 train: 0.589, R^2 test: 0.179 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.926, Explained Variance Score Train: 0.590 AUC Validation: 0.663, Explained Variance Score Validation: 0.182 AUC Test: 0.763, Explained Variance Score Test: 0.316 Bootstrap CV 37, alpha = (3000, 2, 1), R^2 train: 0.867, R^2 test: 0.086 Bootstrap CV 37, alpha = (3000, 2, 2), R^2 train: 0.782, R^2 test: 0.254 Bootstrap CV 37, alpha = (3000, 2, 5), R^2 train: 0.604, R^2 test: 0.351 Bootstrap CV 37, alpha = (3000, 2, 7), R^2 train: 0.540, R^2 test: 0.357 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.898, Explained Variance Score Train: 0.540 AUC Validation: 0.854, Explained Variance Score Validation: 0.358 AUC Test: 0.765, Explained Variance Score Test: 0.286 Bootstrap CV 33, alpha = (3000, 2, 1), R^2 train: 0.882, R^2 test: 0.307 Bootstrap CV 33, alpha = (3000, 2, 2), R^2 train: 0.830, R^2 test: 0.334 Bootstrap CV 33, alpha = (3000, 2, 5), R^2 train: 0.674, R^2 test: 0.361 Bootstrap CV 33, alpha = (3000, 2, 7), R^2 train: 0.604, R^2 test: 0.383 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.897, Explained Variance Score Train: 0.604 AUC Validation: 0.690, Explained Variance Score Validation: 0.385 AUC Test: 0.749, Explained Variance Score Test: 0.298 Bootstrap CV 46, alpha = (3000, 2, 1), R^2 train: 0.874, R^2 test: 0.271 Bootstrap CV 46, alpha = (3000, 2, 2), R^2 train: 0.785, R^2 test: 0.267 Bootstrap CV 46, alpha = (3000, 2, 5), R^2 train: 0.583, R^2 test: 0.282 Bootstrap CV 46, alpha = (3000, 2, 7), R^2 train: 0.500, R^2 test: 0.282 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.916, Explained Variance Score Train: 0.500 AUC Validation: 0.765, Explained Variance Score Validation: 0.283 AUC Test: 0.741, Explained Variance Score Test: 0.275 Bootstrap CV 35, alpha = (3000, 2, 1), R^2 train: 0.884, R^2 test: 0.067 Bootstrap CV 35, alpha = (3000, 2, 2), R^2 train: 0.814, R^2 test: 0.104 Bootstrap CV 35, alpha = (3000, 2, 5), R^2 train: 0.623, R^2 test: 0.157 Bootstrap CV 35, alpha = (3000, 2, 7), R^2 train: 0.543, R^2 test: 0.171 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.914, Explained Variance Score Train: 0.543 AUC Validation: 0.646, Explained Variance Score Validation: 0.174 AUC Test: 0.759, Explained Variance Score Test: 0.291 Bootstrap CV 39, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.056 Bootstrap CV 39, alpha = (3000, 2, 2), R^2 train: 0.822, R^2 test: 0.085 Bootstrap CV 39, alpha = (3000, 2, 5), R^2 train: 0.650, R^2 test: 0.133 Bootstrap CV 39, alpha = (3000, 2, 7), R^2 train: 0.583, R^2 test: 0.148 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.889, Explained Variance Score Train: 0.583 AUC Validation: 0.666, Explained Variance Score Validation: 0.151 AUC Test: 0.738, Explained Variance Score Test: 0.244 Bootstrap CV 34, alpha = (3000, 2, 1), R^2 train: 0.878, R^2 test: 0.290 Bootstrap CV 34, alpha = (3000, 2, 2), R^2 train: 0.784, R^2 test: 0.297 Bootstrap CV 34, alpha = (3000, 2, 5), R^2 train: 0.587, R^2 test: 0.331 Bootstrap CV 34, alpha = (3000, 2, 7), R^2 train: 0.509, R^2 test: 0.318 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.894, Explained Variance Score Train: 0.509 AUC Validation: 0.834, Explained Variance Score Validation: 0.322 AUC Test: 0.734, Explained Variance Score Test: 0.274 Bootstrap CV 38, alpha = (3000, 2, 1), R^2 train: 0.882, R^2 test: 0.149 Bootstrap CV 38, alpha = (3000, 2, 2), R^2 train: 0.812, R^2 test: 0.168 Bootstrap CV 38, alpha = (3000, 2, 5), R^2 train: 0.607, R^2 test: 0.253 Bootstrap CV 38, alpha = (3000, 2, 7), R^2 train: 0.525, R^2 test: 0.256 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.927, Explained Variance Score Train: 0.607 AUC Validation: 0.754, Explained Variance Score Validation: 0.261 AUC Test: 0.752, Explained Variance Score Test: 0.268 Bootstrap CV 44, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.116 Bootstrap CV 44, alpha = (3000, 2, 2), R^2 train: 0.839, R^2 test: 0.135 Bootstrap CV 44, alpha = (3000, 2, 5), R^2 train: 0.650, R^2 test: 0.191 Bootstrap CV 44, alpha = (3000, 2, 7), R^2 train: 0.557, R^2 test: 0.199 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.893, Explained Variance Score Train: 0.557 AUC Validation: 0.742, Explained Variance Score Validation: 0.211 AUC Test: 0.763, Explained Variance Score Test: 0.282 Bootstrap CV 32, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.181 Bootstrap CV 32, alpha = (3000, 2, 2), R^2 train: 0.843, R^2 test: 0.185 Bootstrap CV 32, alpha = (3000, 2, 5), R^2 train: 0.646, R^2 test: 0.244 Bootstrap CV 32, alpha = (3000, 2, 7), R^2 train: 0.566, R^2 test: 0.247 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.923, Explained Variance Score Train: 0.567 AUC Validation: 0.728, Explained Variance Score Validation: 0.248 AUC Test: 0.749, Explained Variance Score Test: 0.267 Bootstrap CV 47, alpha = (3000, 2, 1), R^2 train: 0.893, R^2 test: 0.165 Bootstrap CV 47, alpha = (3000, 2, 2), R^2 train: 0.844, R^2 test: 0.179 Bootstrap CV 47, alpha = (3000, 2, 5), R^2 train: 0.673, R^2 test: 0.203 Bootstrap CV 47, alpha = (3000, 2, 7), R^2 train: 0.587, R^2 test: 0.212 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.970, Explained Variance Score Train: 0.844 AUC Validation: 0.672, Explained Variance Score Validation: 0.179 AUC Test: 0.739, Explained Variance Score Test: 0.268 Bootstrap CV 45, alpha = (3000, 2, 1), R^2 train: 0.884, R^2 test: 0.246 Bootstrap CV 45, alpha = (3000, 2, 2), R^2 train: 0.826, R^2 test: 0.250 Bootstrap CV 45, alpha = (3000, 2, 5), R^2 train: 0.654, R^2 test: 0.239 Bootstrap CV 45, alpha = (3000, 2, 7), R^2 train: 0.573, R^2 test: 0.226 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.894, Explained Variance Score Train: 0.573 AUC Validation: 0.742, Explained Variance Score Validation: 0.228 AUC Test: 0.755, Explained Variance Score Test: 0.282 Running batch 4 of 7 with 16 nodes Bootstrap CV 60, alpha = (3000, 2, 1), R^2 train: 0.906, R^2 test: 0.050 Bootstrap CV 60, alpha = (3000, 2, 2), R^2 train: 0.854, R^2 test: 0.073 Bootstrap CV 60, alpha = (3000, 2, 5), R^2 train: 0.681, R^2 test: 0.087 Bootstrap CV 60, alpha = (3000, 2, 7), R^2 train: 0.584, R^2 test: 0.088 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.897, Explained Variance Score Train: 0.584 AUC Validation: 0.724, Explained Variance Score Validation: 0.088 AUC Test: 0.753, Explained Variance Score Test: 0.240 Bootstrap CV 48, alpha = (3000, 2, 1), R^2 train: 0.872, R^2 test: 0.361 Bootstrap CV 48, alpha = (3000, 2, 2), R^2 train: 0.826, R^2 test: 0.355 Bootstrap CV 48, alpha = (3000, 2, 5), R^2 train: 0.688, R^2 test: 0.340 Bootstrap CV 48, alpha = (3000, 2, 7), R^2 train: 0.621, R^2 test: 0.310 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.931, Explained Variance Score Train: 0.688 AUC Validation: 0.854, Explained Variance Score Validation: 0.366 AUC Test: 0.751, Explained Variance Score Test: 0.289 Bootstrap CV 51, alpha = (3000, 2, 1), R^2 train: 0.874, R^2 test: 0.264 Bootstrap CV 51, alpha = (3000, 2, 2), R^2 train: 0.828, R^2 test: 0.269 Bootstrap CV 51, alpha = (3000, 2, 5), R^2 train: 0.655, R^2 test: 0.255 Bootstrap CV 51, alpha = (3000, 2, 7), R^2 train: 0.577, R^2 test: 0.242 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.913, Explained Variance Score Train: 0.655 AUC Validation: 0.808, Explained Variance Score Validation: 0.298 AUC Test: 0.719, Explained Variance Score Test: 0.243 Bootstrap CV 62, alpha = (3000, 2, 1), R^2 train: 0.790, R^2 test: 0.205 Bootstrap CV 62, alpha = (3000, 2, 2), R^2 train: 0.709, R^2 test: 0.200 Bootstrap CV 62, alpha = (3000, 2, 5), R^2 train: 0.530, R^2 test: 0.222 Bootstrap CV 62, alpha = (3000, 2, 7), R^2 train: 0.464, R^2 test: 0.222 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.893, Explained Variance Score Train: 0.464 AUC Validation: 0.711, Explained Variance Score Validation: 0.222 AUC Test: 0.737, Explained Variance Score Test: 0.261 Bootstrap CV 55, alpha = (3000, 2, 1), R^2 train: 0.886, R^2 test: 0.049 Bootstrap CV 55, alpha = (3000, 2, 2), R^2 train: 0.823, R^2 test: 0.047 Bootstrap CV 55, alpha = (3000, 2, 5), R^2 train: 0.658, R^2 test: 0.042 Bootstrap CV 55, alpha = (3000, 2, 7), R^2 train: 0.589, R^2 test: 0.041 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.961, Explained Variance Score Train: 0.823 AUC Validation: 0.657, Explained Variance Score Validation: 0.047 AUC Test: 0.737, Explained Variance Score Test: 0.284 Bootstrap CV 50, alpha = (3000, 2, 1), R^2 train: 0.886, R^2 test: 0.041 Bootstrap CV 50, alpha = (3000, 2, 2), R^2 train: 0.818, R^2 test: 0.066 Bootstrap CV 50, alpha = (3000, 2, 5), R^2 train: 0.638, R^2 test: 0.084 Bootstrap CV 50, alpha = (3000, 2, 7), R^2 train: 0.565, R^2 test: 0.084 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.903, Explained Variance Score Train: 0.565 AUC Validation: 0.622, Explained Variance Score Validation: 0.084 AUC Test: 0.737, Explained Variance Score Test: 0.276 Bootstrap CV 61, alpha = (3000, 2, 1), R^2 train: 0.868, R^2 test: 0.169 Bootstrap CV 61, alpha = (3000, 2, 2), R^2 train: 0.814, R^2 test: 0.181 Bootstrap CV 61, alpha = (3000, 2, 5), R^2 train: 0.630, R^2 test: 0.184 Bootstrap CV 61, alpha = (3000, 2, 7), R^2 train: 0.551, R^2 test: 0.194 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.903, Explained Variance Score Train: 0.551 AUC Validation: 0.733, Explained Variance Score Validation: 0.198 AUC Test: 0.745, Explained Variance Score Test: 0.265 Bootstrap CV 56, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.042 Bootstrap CV 56, alpha = (3000, 2, 2), R^2 train: 0.825, R^2 test: 0.042 Bootstrap CV 56, alpha = (3000, 2, 5), R^2 train: 0.657, R^2 test: 0.082 Bootstrap CV 56, alpha = (3000, 2, 7), R^2 train: 0.583, R^2 test: 0.097 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.975, Explained Variance Score Train: 0.825 AUC Validation: 0.725, Explained Variance Score Validation: 0.051 AUC Test: 0.739, Explained Variance Score Test: 0.289 Bootstrap CV 59, alpha = (3000, 2, 1), R^2 train: 0.884, R^2 test: 0.033 Bootstrap CV 59, alpha = (3000, 2, 2), R^2 train: 0.818, R^2 test: 0.070 Bootstrap CV 59, alpha = (3000, 2, 5), R^2 train: 0.635, R^2 test: 0.155 Bootstrap CV 59, alpha = (3000, 2, 7), R^2 train: 0.567, R^2 test: 0.170 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.890, Explained Variance Score Train: 0.567 AUC Validation: 0.718, Explained Variance Score Validation: 0.187 AUC Test: 0.768, Explained Variance Score Test: 0.292 Bootstrap CV 58, alpha = (3000, 2, 1), R^2 train: 0.880, R^2 test: 0.141 Bootstrap CV 58, alpha = (3000, 2, 2), R^2 train: 0.784, R^2 test: 0.167 Bootstrap CV 58, alpha = (3000, 2, 5), R^2 train: 0.607, R^2 test: 0.192 Bootstrap CV 58, alpha = (3000, 2, 7), R^2 train: 0.531, R^2 test: 0.191 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.907, Explained Variance Score Train: 0.531 AUC Validation: 0.658, Explained Variance Score Validation: 0.198 AUC Test: 0.740, Explained Variance Score Test: 0.249 Bootstrap CV 52, alpha = (3000, 2, 1), R^2 train: 0.893, R^2 test: 0.236 Bootstrap CV 52, alpha = (3000, 2, 2), R^2 train: 0.843, R^2 test: 0.259 Bootstrap CV 52, alpha = (3000, 2, 5), R^2 train: 0.676, R^2 test: 0.263 Bootstrap CV 52, alpha = (3000, 2, 7), R^2 train: 0.605, R^2 test: 0.263 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.896, Explained Variance Score Train: 0.605 AUC Validation: 0.830, Explained Variance Score Validation: 0.265 AUC Test: 0.752, Explained Variance Score Test: 0.291 Bootstrap CV 63, alpha = (3000, 2, 1), R^2 train: 0.884, R^2 test: -0.052 Bootstrap CV 63, alpha = (3000, 2, 2), R^2 train: 0.823, R^2 test: -0.037 Bootstrap CV 63, alpha = (3000, 2, 5), R^2 train: 0.655, R^2 test: -0.025 Bootstrap CV 63, alpha = (3000, 2, 7), R^2 train: 0.570, R^2 test: -0.015 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.889, Explained Variance Score Train: 0.570 AUC Validation: 0.682, Explained Variance Score Validation: -0.013 AUC Test: 0.768, Explained Variance Score Test: 0.305 Bootstrap CV 49, alpha = (3000, 2, 1), R^2 train: 0.882, R^2 test: 0.291 Bootstrap CV 49, alpha = (3000, 2, 2), R^2 train: 0.819, R^2 test: 0.299 Bootstrap CV 49, alpha = (3000, 2, 5), R^2 train: 0.638, R^2 test: 0.263 Bootstrap CV 49, alpha = (3000, 2, 7), R^2 train: 0.559, R^2 test: 0.254 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.872, Explained Variance Score Train: 0.559 AUC Validation: 0.702, Explained Variance Score Validation: 0.255 AUC Test: 0.738, Explained Variance Score Test: 0.258 Bootstrap CV 54, alpha = (3000, 2, 1), R^2 train: 0.884, R^2 test: 0.107 Bootstrap CV 54, alpha = (3000, 2, 2), R^2 train: 0.815, R^2 test: 0.152 Bootstrap CV 54, alpha = (3000, 2, 5), R^2 train: 0.634, R^2 test: 0.167 Bootstrap CV 54, alpha = (3000, 2, 7), R^2 train: 0.556, R^2 test: 0.165 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.973, Explained Variance Score Train: 0.815 AUC Validation: 0.716, Explained Variance Score Validation: 0.153 AUC Test: 0.744, Explained Variance Score Test: 0.322 Bootstrap CV 53, alpha = (3000, 2, 1), R^2 train: 0.882, R^2 test: 0.239 Bootstrap CV 53, alpha = (3000, 2, 2), R^2 train: 0.808, R^2 test: 0.239 Bootstrap CV 53, alpha = (3000, 2, 5), R^2 train: 0.608, R^2 test: 0.248 Bootstrap CV 53, alpha = (3000, 2, 7), R^2 train: 0.538, R^2 test: 0.268 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.879, Explained Variance Score Train: 0.538 AUC Validation: 0.772, Explained Variance Score Validation: 0.278 AUC Test: 0.763, Explained Variance Score Test: 0.304 Bootstrap CV 57, alpha = (3000, 2, 1), R^2 train: 0.883, R^2 test: 0.137 Bootstrap CV 57, alpha = (3000, 2, 2), R^2 train: 0.804, R^2 test: 0.169 Bootstrap CV 57, alpha = (3000, 2, 5), R^2 train: 0.621, R^2 test: 0.192 Bootstrap CV 57, alpha = (3000, 2, 7), R^2 train: 0.531, R^2 test: 0.205 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.869, Explained Variance Score Train: 0.531 AUC Validation: 0.811, Explained Variance Score Validation: 0.206 AUC Test: 0.759, Explained Variance Score Test: 0.306 Running batch 5 of 7 with 16 nodes Bootstrap CV 72, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.179 Bootstrap CV 72, alpha = (3000, 2, 2), R^2 train: 0.831, R^2 test: 0.186 Bootstrap CV 72, alpha = (3000, 2, 5), R^2 train: 0.675, R^2 test: 0.192 Bootstrap CV 72, alpha = (3000, 2, 7), R^2 train: 0.605, R^2 test: 0.186 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.911, Explained Variance Score Train: 0.605 AUC Validation: 0.759, Explained Variance Score Validation: 0.202 AUC Test: 0.765, Explained Variance Score Test: 0.311 Bootstrap CV 68, alpha = (3000, 2, 1), R^2 train: 0.872, R^2 test: 0.255 Bootstrap CV 68, alpha = (3000, 2, 2), R^2 train: 0.823, R^2 test: 0.260 Bootstrap CV 68, alpha = (3000, 2, 5), R^2 train: 0.662, R^2 test: 0.270 Bootstrap CV 68, alpha = (3000, 2, 7), R^2 train: 0.591, R^2 test: 0.281 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.908, Explained Variance Score Train: 0.591 AUC Validation: 0.816, Explained Variance Score Validation: 0.285 AUC Test: 0.711, Explained Variance Score Test: 0.253 Bootstrap CV 64, alpha = (3000, 2, 1), R^2 train: 0.868, R^2 test: 0.053 Bootstrap CV 64, alpha = (3000, 2, 2), R^2 train: 0.796, R^2 test: 0.097 Bootstrap CV 64, alpha = (3000, 2, 5), R^2 train: 0.626, R^2 test: 0.112 Bootstrap CV 64, alpha = (3000, 2, 7), R^2 train: 0.551, R^2 test: 0.114 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.923, Explained Variance Score Train: 0.626 AUC Validation: 0.652, Explained Variance Score Validation: 0.124 AUC Test: 0.745, Explained Variance Score Test: 0.274 Bootstrap CV 70, alpha = (3000, 2, 1), R^2 train: 0.872, R^2 test: -0.035 Bootstrap CV 70, alpha = (3000, 2, 2), R^2 train: 0.775, R^2 test: 0.132 Bootstrap CV 70, alpha = (3000, 2, 5), R^2 train: 0.591, R^2 test: 0.197 Bootstrap CV 70, alpha = (3000, 2, 7), R^2 train: 0.528, R^2 test: 0.211 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.890, Explained Variance Score Train: 0.528 AUC Validation: 0.756, Explained Variance Score Validation: 0.227 AUC Test: 0.772, Explained Variance Score Test: 0.286 Bootstrap CV 73, alpha = (3000, 2, 1), R^2 train: 0.898, R^2 test: 0.200 Bootstrap CV 73, alpha = (3000, 2, 2), R^2 train: 0.832, R^2 test: 0.260 Bootstrap CV 73, alpha = (3000, 2, 5), R^2 train: 0.663, R^2 test: 0.288 Bootstrap CV 73, alpha = (3000, 2, 7), R^2 train: 0.584, R^2 test: 0.285 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.928, Explained Variance Score Train: 0.584 AUC Validation: 0.734, Explained Variance Score Validation: 0.299 AUC Test: 0.741, Explained Variance Score Test: 0.298 Bootstrap CV 74, alpha = (3000, 2, 1), R^2 train: 0.883, R^2 test: 0.203 Bootstrap CV 74, alpha = (3000, 2, 2), R^2 train: 0.830, R^2 test: 0.218 Bootstrap CV 74, alpha = (3000, 2, 5), R^2 train: 0.671, R^2 test: 0.180 Bootstrap CV 74, alpha = (3000, 2, 7), R^2 train: 0.602, R^2 test: 0.179 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.969, Explained Variance Score Train: 0.883 AUC Validation: 0.764, Explained Variance Score Validation: 0.222 AUC Test: 0.759, Explained Variance Score Test: 0.329 Bootstrap CV 77, alpha = (3000, 2, 1), R^2 train: 0.893, R^2 test: 0.327 Bootstrap CV 77, alpha = (3000, 2, 2), R^2 train: 0.814, R^2 test: 0.319 Bootstrap CV 77, alpha = (3000, 2, 5), R^2 train: 0.630, R^2 test: 0.297 Bootstrap CV 77, alpha = (3000, 2, 7), R^2 train: 0.548, R^2 test: 0.286 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.903, Explained Variance Score Train: 0.548 AUC Validation: 0.814, Explained Variance Score Validation: 0.288 AUC Test: 0.743, Explained Variance Score Test: 0.299 Bootstrap CV 75, alpha = (3000, 2, 1), R^2 train: 0.902, R^2 test: 0.245 Bootstrap CV 75, alpha = (3000, 2, 2), R^2 train: 0.832, R^2 test: 0.234 Bootstrap CV 75, alpha = (3000, 2, 5), R^2 train: 0.680, R^2 test: 0.179 Bootstrap CV 75, alpha = (3000, 2, 7), R^2 train: 0.609, R^2 test: 0.185 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.911, Explained Variance Score Train: 0.609 AUC Validation: 0.741, Explained Variance Score Validation: 0.188 AUC Test: 0.744, Explained Variance Score Test: 0.308 Bootstrap CV 69, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.123 Bootstrap CV 69, alpha = (3000, 2, 2), R^2 train: 0.820, R^2 test: 0.141 Bootstrap CV 69, alpha = (3000, 2, 5), R^2 train: 0.644, R^2 test: 0.196 Bootstrap CV 69, alpha = (3000, 2, 7), R^2 train: 0.569, R^2 test: 0.209 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.925, Explained Variance Score Train: 0.569 AUC Validation: 0.695, Explained Variance Score Validation: 0.209 AUC Test: 0.735, Explained Variance Score Test: 0.271 Bootstrap CV 79, alpha = (3000, 2, 1), R^2 train: 0.904, R^2 test: -0.042 Bootstrap CV 79, alpha = (3000, 2, 2), R^2 train: 0.846, R^2 test: -0.027 Bootstrap CV 79, alpha = (3000, 2, 5), R^2 train: 0.685, R^2 test: 0.055 Bootstrap CV 79, alpha = (3000, 2, 7), R^2 train: 0.614, R^2 test: 0.074 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.976, Explained Variance Score Train: 0.846 AUC Validation: 0.599, Explained Variance Score Validation: -0.022 AUC Test: 0.766, Explained Variance Score Test: 0.322 Bootstrap CV 71, alpha = (3000, 2, 1), R^2 train: 0.900, R^2 test: 0.242 Bootstrap CV 71, alpha = (3000, 2, 2), R^2 train: 0.842, R^2 test: 0.265 Bootstrap CV 71, alpha = (3000, 2, 5), R^2 train: 0.658, R^2 test: 0.205 Bootstrap CV 71, alpha = (3000, 2, 7), R^2 train: 0.584, R^2 test: 0.207 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.914, Explained Variance Score Train: 0.585 AUC Validation: 0.679, Explained Variance Score Validation: 0.208 AUC Test: 0.766, Explained Variance Score Test: 0.300 Bootstrap CV 78, alpha = (3000, 2, 1), R^2 train: 0.885, R^2 test: 0.278 Bootstrap CV 78, alpha = (3000, 2, 2), R^2 train: 0.804, R^2 test: 0.319 Bootstrap CV 78, alpha = (3000, 2, 5), R^2 train: 0.626, R^2 test: 0.333 Bootstrap CV 78, alpha = (3000, 2, 7), R^2 train: 0.549, R^2 test: 0.343 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.899, Explained Variance Score Train: 0.549 AUC Validation: 0.722, Explained Variance Score Validation: 0.343 AUC Test: 0.726, Explained Variance Score Test: 0.256 Bootstrap CV 66, alpha = (3000, 2, 1), R^2 train: 0.880, R^2 test: 0.095 Bootstrap CV 66, alpha = (3000, 2, 2), R^2 train: 0.811, R^2 test: 0.107 Bootstrap CV 66, alpha = (3000, 2, 5), R^2 train: 0.636, R^2 test: 0.147 Bootstrap CV 66, alpha = (3000, 2, 7), R^2 train: 0.556, R^2 test: 0.158 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.903, Explained Variance Score Train: 0.556 AUC Validation: 0.681, Explained Variance Score Validation: 0.164 AUC Test: 0.730, Explained Variance Score Test: 0.280 Bootstrap CV 67, alpha = (3000, 2, 1), R^2 train: 0.890, R^2 test: 0.105 Bootstrap CV 67, alpha = (3000, 2, 2), R^2 train: 0.830, R^2 test: 0.172 Bootstrap CV 67, alpha = (3000, 2, 5), R^2 train: 0.672, R^2 test: 0.181 Bootstrap CV 67, alpha = (3000, 2, 7), R^2 train: 0.596, R^2 test: 0.203 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.938, Explained Variance Score Train: 0.596 AUC Validation: 0.754, Explained Variance Score Validation: 0.277 AUC Test: 0.737, Explained Variance Score Test: 0.277 Bootstrap CV 65, alpha = (3000, 2, 1), R^2 train: 0.889, R^2 test: 0.099 Bootstrap CV 65, alpha = (3000, 2, 2), R^2 train: 0.818, R^2 test: 0.126 Bootstrap CV 65, alpha = (3000, 2, 5), R^2 train: 0.657, R^2 test: 0.134 Bootstrap CV 65, alpha = (3000, 2, 7), R^2 train: 0.590, R^2 test: 0.125 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.915, Explained Variance Score Train: 0.590 AUC Validation: 0.672, Explained Variance Score Validation: 0.155 AUC Test: 0.753, Explained Variance Score Test: 0.275 Bootstrap CV 76, alpha = (3000, 2, 1), R^2 train: 0.885, R^2 test: 0.016 Bootstrap CV 76, alpha = (3000, 2, 2), R^2 train: 0.803, R^2 test: 0.065 Bootstrap CV 76, alpha = (3000, 2, 5), R^2 train: 0.618, R^2 test: 0.080 Bootstrap CV 76, alpha = (3000, 2, 7), R^2 train: 0.538, R^2 test: 0.086 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.923, Explained Variance Score Train: 0.538 AUC Validation: 0.726, Explained Variance Score Validation: 0.089 AUC Test: 0.746, Explained Variance Score Test: 0.275 Running batch 6 of 7 with 16 nodes Bootstrap CV 91, alpha = (3000, 2, 1), R^2 train: 0.881, R^2 test: 0.134 Bootstrap CV 91, alpha = (3000, 2, 2), R^2 train: 0.791, R^2 test: 0.194 Bootstrap CV 91, alpha = (3000, 2, 5), R^2 train: 0.604, R^2 test: 0.228 Bootstrap CV 91, alpha = (3000, 2, 7), R^2 train: 0.531, R^2 test: 0.234 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.907, Explained Variance Score Train: 0.531 AUC Validation: 0.826, Explained Variance Score Validation: 0.236 AUC Test: 0.743, Explained Variance Score Test: 0.285 Bootstrap CV 94, alpha = (3000, 2, 1), R^2 train: 0.888, R^2 test: 0.125 Bootstrap CV 94, alpha = (3000, 2, 2), R^2 train: 0.840, R^2 test: 0.112 Bootstrap CV 94, alpha = (3000, 2, 5), R^2 train: 0.683, R^2 test: 0.107 Bootstrap CV 94, alpha = (3000, 2, 7), R^2 train: 0.617, R^2 test: 0.109 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.914, Explained Variance Score Train: 0.617 AUC Validation: 0.717, Explained Variance Score Validation: 0.141 AUC Test: 0.778, Explained Variance Score Test: 0.331 Bootstrap CV 88, alpha = (3000, 2, 1), R^2 train: 0.876, R^2 test: 0.130 Bootstrap CV 88, alpha = (3000, 2, 2), R^2 train: 0.802, R^2 test: 0.172 Bootstrap CV 88, alpha = (3000, 2, 5), R^2 train: 0.619, R^2 test: 0.207 Bootstrap CV 88, alpha = (3000, 2, 7), R^2 train: 0.530, R^2 test: 0.205 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.928, Explained Variance Score Train: 0.619 AUC Validation: 0.706, Explained Variance Score Validation: 0.214 AUC Test: 0.783, Explained Variance Score Test: 0.315 Bootstrap CV 85, alpha = (3000, 2, 1), R^2 train: 0.912, R^2 test: -0.943 Bootstrap CV 85, alpha = (3000, 2, 2), R^2 train: 0.837, R^2 test: -0.576 Bootstrap CV 85, alpha = (3000, 2, 5), R^2 train: 0.664, R^2 test: -0.260 Bootstrap CV 85, alpha = (3000, 2, 7), R^2 train: 0.575, R^2 test: -0.151 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.900, Explained Variance Score Train: 0.575 AUC Validation: 0.712, Explained Variance Score Validation: -0.028 AUC Test: 0.737, Explained Variance Score Test: 0.243 Bootstrap CV 93, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.260 Bootstrap CV 93, alpha = (3000, 2, 2), R^2 train: 0.837, R^2 test: 0.241 Bootstrap CV 93, alpha = (3000, 2, 5), R^2 train: 0.665, R^2 test: 0.289 Bootstrap CV 93, alpha = (3000, 2, 7), R^2 train: 0.600, R^2 test: 0.306 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.914, Explained Variance Score Train: 0.600 AUC Validation: 0.898, Explained Variance Score Validation: 0.312 AUC Test: 0.760, Explained Variance Score Test: 0.330 Bootstrap CV 95, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.220 Bootstrap CV 95, alpha = (3000, 2, 2), R^2 train: 0.814, R^2 test: 0.243 Bootstrap CV 95, alpha = (3000, 2, 5), R^2 train: 0.635, R^2 test: 0.250 Bootstrap CV 95, alpha = (3000, 2, 7), R^2 train: 0.560, R^2 test: 0.242 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.877, Explained Variance Score Train: 0.560 AUC Validation: 0.790, Explained Variance Score Validation: 0.248 AUC Test: 0.755, Explained Variance Score Test: 0.243 Bootstrap CV 80, alpha = (3000, 2, 1), R^2 train: 0.876, R^2 test: 0.279 Bootstrap CV 80, alpha = (3000, 2, 2), R^2 train: 0.822, R^2 test: 0.293 Bootstrap CV 80, alpha = (3000, 2, 5), R^2 train: 0.619, R^2 test: 0.291 Bootstrap CV 80, alpha = (3000, 2, 7), R^2 train: 0.538, R^2 test: 0.289 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.876, Explained Variance Score Train: 0.538 AUC Validation: 0.747, Explained Variance Score Validation: 0.292 AUC Test: 0.771, Explained Variance Score Test: 0.313 Bootstrap CV 81, alpha = (3000, 2, 1), R^2 train: 0.882, R^2 test: 0.134 Bootstrap CV 81, alpha = (3000, 2, 2), R^2 train: 0.808, R^2 test: 0.120 Bootstrap CV 81, alpha = (3000, 2, 5), R^2 train: 0.625, R^2 test: 0.109 Bootstrap CV 81, alpha = (3000, 2, 7), R^2 train: 0.546, R^2 test: 0.115 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.871, Explained Variance Score Train: 0.546 AUC Validation: 0.701, Explained Variance Score Validation: 0.129 AUC Test: 0.764, Explained Variance Score Test: 0.315 Bootstrap CV 90, alpha = (3000, 2, 1), R^2 train: 0.901, R^2 test: 0.142 Bootstrap CV 90, alpha = (3000, 2, 2), R^2 train: 0.853, R^2 test: 0.174 Bootstrap CV 90, alpha = (3000, 2, 5), R^2 train: 0.695, R^2 test: 0.204 Bootstrap CV 90, alpha = (3000, 2, 7), R^2 train: 0.618, R^2 test: 0.211 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.911, Explained Variance Score Train: 0.618 AUC Validation: 0.753, Explained Variance Score Validation: 0.212 AUC Test: 0.751, Explained Variance Score Test: 0.282 Bootstrap CV 84, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.149 Bootstrap CV 84, alpha = (3000, 2, 2), R^2 train: 0.835, R^2 test: 0.161 Bootstrap CV 84, alpha = (3000, 2, 5), R^2 train: 0.664, R^2 test: 0.162 Bootstrap CV 84, alpha = (3000, 2, 7), R^2 train: 0.586, R^2 test: 0.159 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.923, Explained Variance Score Train: 0.586 AUC Validation: 0.659, Explained Variance Score Validation: 0.159 AUC Test: 0.768, Explained Variance Score Test: 0.309 Bootstrap CV 87, alpha = (3000, 2, 1), R^2 train: 0.884, R^2 test: 0.390 Bootstrap CV 87, alpha = (3000, 2, 2), R^2 train: 0.835, R^2 test: 0.403 Bootstrap CV 87, alpha = (3000, 2, 5), R^2 train: 0.685, R^2 test: 0.412 Bootstrap CV 87, alpha = (3000, 2, 7), R^2 train: 0.607, R^2 test: 0.412 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.934, Explained Variance Score Train: 0.607 AUC Validation: 0.833, Explained Variance Score Validation: 0.415 AUC Test: 0.762, Explained Variance Score Test: 0.295 Bootstrap CV 83, alpha = (3000, 2, 1), R^2 train: 0.902, R^2 test: 0.315 Bootstrap CV 83, alpha = (3000, 2, 2), R^2 train: 0.832, R^2 test: 0.309 Bootstrap CV 83, alpha = (3000, 2, 5), R^2 train: 0.677, R^2 test: 0.294 Bootstrap CV 83, alpha = (3000, 2, 7), R^2 train: 0.609, R^2 test: 0.300 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.946, Explained Variance Score Train: 0.609 AUC Validation: 0.737, Explained Variance Score Validation: 0.302 AUC Test: 0.761, Explained Variance Score Test: 0.308 Bootstrap CV 89, alpha = (3000, 2, 1), R^2 train: 0.883, R^2 test: 0.162 Bootstrap CV 89, alpha = (3000, 2, 2), R^2 train: 0.815, R^2 test: 0.184 Bootstrap CV 89, alpha = (3000, 2, 5), R^2 train: 0.631, R^2 test: 0.152 Bootstrap CV 89, alpha = (3000, 2, 7), R^2 train: 0.549, R^2 test: 0.133 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.866, Explained Variance Score Train: 0.549 AUC Validation: 0.681, Explained Variance Score Validation: 0.134 AUC Test: 0.714, Explained Variance Score Test: 0.264 Bootstrap CV 92, alpha = (3000, 2, 1), R^2 train: 0.882, R^2 test: 0.246 Bootstrap CV 92, alpha = (3000, 2, 2), R^2 train: 0.814, R^2 test: 0.283 Bootstrap CV 92, alpha = (3000, 2, 5), R^2 train: 0.639, R^2 test: 0.284 Bootstrap CV 92, alpha = (3000, 2, 7), R^2 train: 0.564, R^2 test: 0.280 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.903, Explained Variance Score Train: 0.564 AUC Validation: 0.761, Explained Variance Score Validation: 0.309 AUC Test: 0.745, Explained Variance Score Test: 0.264 Bootstrap CV 82, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.202 Bootstrap CV 82, alpha = (3000, 2, 2), R^2 train: 0.834, R^2 test: 0.247 Bootstrap CV 82, alpha = (3000, 2, 5), R^2 train: 0.676, R^2 test: 0.266 Bootstrap CV 82, alpha = (3000, 2, 7), R^2 train: 0.598, R^2 test: 0.283 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.933, Explained Variance Score Train: 0.676 AUC Validation: 0.661, Explained Variance Score Validation: 0.266 AUC Test: 0.771, Explained Variance Score Test: 0.303 Bootstrap CV 86, alpha = (3000, 2, 1), R^2 train: 0.868, R^2 test: 0.249 Bootstrap CV 86, alpha = (3000, 2, 2), R^2 train: 0.785, R^2 test: 0.231 Bootstrap CV 86, alpha = (3000, 2, 5), R^2 train: 0.594, R^2 test: 0.191 Bootstrap CV 86, alpha = (3000, 2, 7), R^2 train: 0.514, R^2 test: 0.186 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.921, Explained Variance Score Train: 0.594 AUC Validation: 0.740, Explained Variance Score Validation: 0.193 AUC Test: 0.732, Explained Variance Score Test: 0.273 Running batch 7 of 7 with 4 nodes Bootstrap CV 97, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: -0.068 Bootstrap CV 97, alpha = (3000, 2, 2), R^2 train: 0.821, R^2 test: 0.018 Bootstrap CV 97, alpha = (3000, 2, 5), R^2 train: 0.644, R^2 test: 0.084 Bootstrap CV 97, alpha = (3000, 2, 7), R^2 train: 0.581, R^2 test: 0.095 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.938, Explained Variance Score Train: 0.581 AUC Validation: 0.725, Explained Variance Score Validation: 0.096 AUC Test: 0.767, Explained Variance Score Test: 0.312 Bootstrap CV 98, alpha = (3000, 2, 1), R^2 train: 0.883, R^2 test: 0.322 Bootstrap CV 98, alpha = (3000, 2, 2), R^2 train: 0.808, R^2 test: 0.299 Bootstrap CV 98, alpha = (3000, 2, 5), R^2 train: 0.605, R^2 test: 0.273 Bootstrap CV 98, alpha = (3000, 2, 7), R^2 train: 0.529, R^2 test: 0.265 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.939, Explained Variance Score Train: 0.605 AUC Validation: 0.709, Explained Variance Score Validation: 0.289 AUC Test: 0.756, Explained Variance Score Test: 0.288 Bootstrap CV 99, alpha = (3000, 2, 1), R^2 train: 0.861, R^2 test: 0.215 Bootstrap CV 99, alpha = (3000, 2, 2), R^2 train: 0.808, R^2 test: 0.241 Bootstrap CV 99, alpha = (3000, 2, 5), R^2 train: 0.644, R^2 test: 0.267 Bootstrap CV 99, alpha = (3000, 2, 7), R^2 train: 0.578, R^2 test: 0.262 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.899, Explained Variance Score Train: 0.578 AUC Validation: 0.790, Explained Variance Score Validation: 0.264 AUC Test: 0.753, Explained Variance Score Test: 0.302 Bootstrap CV 96, alpha = (3000, 2, 1), R^2 train: 0.867, R^2 test: 0.075 Bootstrap CV 96, alpha = (3000, 2, 2), R^2 train: 0.774, R^2 test: 0.222 Bootstrap CV 96, alpha = (3000, 2, 5), R^2 train: 0.552, R^2 test: 0.318 Bootstrap CV 96, alpha = (3000, 2, 7), R^2 train: 0.471, R^2 test: 0.347 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.867, Explained Variance Score Train: 0.471 AUC Validation: 0.734, Explained Variance Score Validation: 0.354 AUC Test: 0.746, Explained Variance Score Test: 0.292 total Variables 28 and total subjects: 1751 ->AUC validation: 0.739 95% CI: [0.727 , 0.750] ->AUC test: 0.750 95% CI: [0.747 , 0.753] ->R^2 validation: 0.215 95% CI: [0.198 , 0.233] ->R^2 test: 0.285 95% CI: [0.280 , 0.289] ->Explained Variance validation: 0.205 95% CI: [0.187 , 0.224] ->Explained Variance test: 0.281 95% CI: [0.276 , 0.286] Test set metrics: @threshold:1.964, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:1.931, sens:0.024, spec:1.000, ppv:1.000, acc:0.769, f1:0.047, mcc:0.000, total+:2, total-:348 @threshold:1.890, sens:0.036, spec:0.996, ppv:0.750, acc:0.769, f1:0.069, mcc:0.148, total+:4, total-:346 @threshold:1.860, sens:0.048, spec:0.993, ppv:0.667, acc:0.769, f1:0.090, mcc:0.076, total+:6, total-:344 @threshold:1.838, sens:0.060, spec:0.993, ppv:0.714, acc:0.771, f1:0.111, mcc:0.092, total+:7, total-:343 @threshold:1.303, sens:0.181, spec:0.989, ppv:0.833, acc:0.797, f1:0.297, mcc:0.123, total+:18, total-:332 @threshold:1.250, sens:0.193, spec:0.985, ppv:0.800, acc:0.797, f1:0.311, mcc:0.092, total+:20, total-:330 @threshold:1.200, sens:0.193, spec:0.981, ppv:0.762, acc:0.794, f1:0.308, mcc:0.071, total+:21, total-:329 @threshold:1.138, sens:0.205, spec:0.978, ppv:0.739, acc:0.794, f1:0.321, mcc:0.059, total+:23, total-:327 @threshold:1.030, sens:0.253, spec:0.974, ppv:0.750, acc:0.803, f1:0.378, mcc:0.057, total+:28, total-:322 @threshold:0.996, sens:0.265, spec:0.974, ppv:0.759, acc:0.806, f1:0.393, mcc:0.059, total+:29, total-:321 @threshold:0.987, sens:0.265, spec:0.970, ppv:0.733, acc:0.803, f1:0.389, mcc:0.050, total+:30, total-:320 @threshold:0.918, sens:0.277, spec:0.959, ppv:0.676, acc:0.797, f1:0.393, mcc:0.035, total+:34, total-:316 @threshold:0.840, sens:0.277, spec:0.955, ppv:0.657, acc:0.794, f1:0.390, mcc:0.031, total+:35, total-:315 @threshold:0.820, sens:0.289, spec:0.955, ppv:0.667, acc:0.797, f1:0.403, mcc:0.032, total+:36, total-:314 @threshold:0.767, sens:0.301, spec:0.951, ppv:0.658, acc:0.797, f1:0.413, mcc:0.030, total+:38, total-:312 @threshold:0.668, sens:0.313, spec:0.940, ppv:0.619, acc:0.791, f1:0.416, mcc:0.024, total+:42, total-:308 @threshold:0.664, sens:0.313, spec:0.936, ppv:0.605, acc:0.789, f1:0.413, mcc:0.022, total+:43, total-:307 @threshold:0.630, sens:0.325, spec:0.929, ppv:0.587, acc:0.786, f1:0.419, mcc:0.019, total+:46, total-:304 @threshold:0.603, sens:0.349, spec:0.925, ppv:0.592, acc:0.789, f1:0.439, mcc:0.019, total+:49, total-:301 @threshold:0.598, sens:0.361, spec:0.925, ppv:0.600, acc:0.791, f1:0.451, mcc:0.020, total+:50, total-:300 @threshold:0.592, sens:0.361, spec:0.921, ppv:0.588, acc:0.789, f1:0.448, mcc:0.019, total+:51, total-:299 @threshold:0.536, sens:0.373, spec:0.910, ppv:0.564, acc:0.783, f1:0.449, mcc:0.016, total+:55, total-:295 @threshold:0.525, sens:0.398, spec:0.906, ppv:0.569, acc:0.786, f1:0.468, mcc:0.016, total+:58, total-:292 @threshold:0.436, sens:0.410, spec:0.876, ppv:0.507, acc:0.766, f1:0.453, mcc:0.011, total+:67, total-:283 @threshold:0.419, sens:0.422, spec:0.873, ppv:0.507, acc:0.766, f1:0.461, mcc:0.011, total+:69, total-:281 @threshold:0.415, sens:0.434, spec:0.869, ppv:0.507, acc:0.766, f1:0.468, mcc:0.011, total+:71, total-:279 @threshold:0.402, sens:0.458, spec:0.865, ppv:0.514, acc:0.769, f1:0.484, mcc:0.011, total+:74, total-:276 @threshold:0.373, sens:0.470, spec:0.850, ppv:0.494, acc:0.760, f1:0.481, mcc:0.010, total+:79, total-:271 @threshold:0.372, sens:0.470, spec:0.846, ppv:0.487, acc:0.757, f1:0.479, mcc:0.009, total+:80, total-:270 @threshold:0.369, sens:0.482, spec:0.846, ppv:0.494, acc:0.760, f1:0.488, mcc:0.010, total+:81, total-:269 @threshold:0.361, sens:0.482, spec:0.843, ppv:0.488, acc:0.757, f1:0.485, mcc:0.009, total+:82, total-:268 @threshold:0.342, sens:0.494, spec:0.835, ppv:0.482, acc:0.754, f1:0.488, mcc:0.009, total+:85, total-:265 @threshold:0.341, sens:0.494, spec:0.831, ppv:0.477, acc:0.751, f1:0.485, mcc:0.009, total+:86, total-:264 @threshold:0.333, sens:0.506, spec:0.828, ppv:0.477, acc:0.751, f1:0.491, mcc:0.009, total+:88, total-:262 @threshold:0.329, sens:0.506, spec:0.824, ppv:0.472, acc:0.749, f1:0.488, mcc:0.008, total+:89, total-:261 @threshold:0.260, sens:0.518, spec:0.798, ppv:0.443, acc:0.731, f1:0.478, mcc:0.007, total+:97, total-:253 @threshold:0.250, sens:0.518, spec:0.794, ppv:0.439, acc:0.729, f1:0.475, mcc:0.007, total+:98, total-:252 @threshold:0.179, sens:0.530, spec:0.742, ppv:0.389, acc:0.691, f1:0.449, mcc:0.005, total+:113, total-:237 @threshold:0.173, sens:0.542, spec:0.738, ppv:0.391, acc:0.691, f1:0.455, mcc:0.005, total+:115, total-:235 @threshold:0.151, sens:0.554, spec:0.719, ppv:0.380, acc:0.680, f1:0.451, mcc:0.004, total+:121, total-:229 @threshold:0.145, sens:0.566, spec:0.715, ppv:0.382, acc:0.680, f1:0.456, mcc:0.004, total+:123, total-:227 @threshold:0.133, sens:0.578, spec:0.704, ppv:0.378, acc:0.674, f1:0.457, mcc:0.004, total+:127, total-:223 @threshold:0.133, sens:0.578, spec:0.700, ppv:0.375, acc:0.671, f1:0.455, mcc:0.004, total+:128, total-:222 @threshold:0.129, sens:0.590, spec:0.700, ppv:0.380, acc:0.674, f1:0.462, mcc:0.004, total+:129, total-:221 @threshold:0.127, sens:0.590, spec:0.697, ppv:0.377, acc:0.671, f1:0.460, mcc:0.004, total+:130, total-:220 @threshold:0.115, sens:0.602, spec:0.693, ppv:0.379, acc:0.671, f1:0.465, mcc:0.004, total+:132, total-:218 @threshold:0.106, sens:0.602, spec:0.689, ppv:0.376, acc:0.669, f1:0.463, mcc:0.004, total+:133, total-:217 @threshold:0.094, sens:0.614, spec:0.678, ppv:0.372, acc:0.663, f1:0.464, mcc:0.004, total+:137, total-:213 @threshold:0.078, sens:0.627, spec:0.674, ppv:0.374, acc:0.663, f1:0.468, mcc:0.004, total+:139, total-:211 @threshold:0.057, sens:0.639, spec:0.670, ppv:0.376, acc:0.663, f1:0.473, mcc:0.004, total+:141, total-:209 @threshold:0.054, sens:0.639, spec:0.667, ppv:0.373, acc:0.660, f1:0.471, mcc:0.004, total+:142, total-:208 @threshold:0.052, sens:0.651, spec:0.667, ppv:0.378, acc:0.663, f1:0.478, mcc:0.004, total+:143, total-:207 @threshold:0.050, sens:0.651, spec:0.663, ppv:0.375, acc:0.660, f1:0.476, mcc:0.004, total+:144, total-:206 @threshold:0.020, sens:0.663, spec:0.648, ppv:0.369, acc:0.651, f1:0.474, mcc:0.004, total+:149, total-:201 @threshold:0.003, sens:0.663, spec:0.644, ppv:0.367, acc:0.649, f1:0.472, mcc:0.004, total+:150, total-:200 @threshold:0.001, sens:0.675, spec:0.644, ppv:0.371, acc:0.651, f1:0.479, mcc:0.004, total+:151, total-:199 @threshold:0.000, sens:0.675, spec:0.640, ppv:0.368, acc:0.649, f1:0.477, mcc:0.004, total+:152, total-:198 @threshold:-0.012, sens:0.687, spec:0.633, ppv:0.368, acc:0.646, f1:0.479, mcc:0.004, total+:155, total-:195 @threshold:-0.017, sens:0.687, spec:0.629, ppv:0.365, acc:0.643, f1:0.477, mcc:0.004, total+:156, total-:194 @threshold:-0.018, sens:0.699, spec:0.629, ppv:0.369, acc:0.646, f1:0.483, mcc:0.004, total+:157, total-:193 @threshold:-0.019, sens:0.699, spec:0.625, ppv:0.367, acc:0.643, f1:0.481, mcc:0.004, total+:158, total-:192 @threshold:-0.033, sens:0.711, spec:0.618, ppv:0.366, acc:0.640, f1:0.484, mcc:0.004, total+:161, total-:189 @threshold:-0.040, sens:0.723, spec:0.614, ppv:0.368, acc:0.640, f1:0.488, mcc:0.004, total+:163, total-:187 @threshold:-0.058, sens:0.735, spec:0.599, ppv:0.363, acc:0.631, f1:0.486, mcc:0.004, total+:168, total-:182 @threshold:-0.059, sens:0.747, spec:0.596, ppv:0.365, acc:0.631, f1:0.490, mcc:0.004, total+:170, total-:180 @threshold:-0.074, sens:0.759, spec:0.588, ppv:0.364, acc:0.629, f1:0.492, mcc:0.004, total+:173, total-:177 @threshold:-0.077, sens:0.759, spec:0.584, ppv:0.362, acc:0.626, f1:0.490, mcc:0.004, total+:174, total-:176 @threshold:-0.102, sens:0.771, spec:0.558, ppv:0.352, acc:0.609, f1:0.483, mcc:0.003, total+:182, total-:168 @threshold:-0.103, sens:0.771, spec:0.554, ppv:0.350, acc:0.606, f1:0.481, mcc:0.003, total+:183, total-:167 @threshold:-0.106, sens:0.783, spec:0.536, ppv:0.344, acc:0.594, f1:0.478, mcc:0.003, total+:189, total-:161 @threshold:-0.107, sens:0.795, spec:0.532, ppv:0.346, acc:0.594, f1:0.482, mcc:0.003, total+:191, total-:159 @threshold:-0.130, sens:0.807, spec:0.517, ppv:0.342, acc:0.586, f1:0.480, mcc:0.003, total+:196, total-:154 @threshold:-0.132, sens:0.807, spec:0.513, ppv:0.340, acc:0.583, f1:0.479, mcc:0.003, total+:197, total-:153 @threshold:-0.149, sens:0.819, spec:0.494, ppv:0.335, acc:0.571, f1:0.476, mcc:0.003, total+:203, total-:147 @threshold:-0.152, sens:0.819, spec:0.491, ppv:0.333, acc:0.569, f1:0.474, mcc:0.003, total+:204, total-:146 @threshold:-0.170, sens:0.843, spec:0.487, ppv:0.338, acc:0.571, f1:0.483, mcc:0.003, total+:207, total-:143 @threshold:-0.199, sens:0.855, spec:0.457, ppv:0.329, acc:0.551, f1:0.475, mcc:0.003, total+:216, total-:134 @threshold:-0.206, sens:0.855, spec:0.453, ppv:0.327, acc:0.549, f1:0.473, mcc:0.003, total+:217, total-:133 @threshold:-0.212, sens:0.867, spec:0.449, ppv:0.329, acc:0.549, f1:0.477, mcc:0.003, total+:219, total-:131 @threshold:-0.219, sens:0.867, spec:0.446, ppv:0.327, acc:0.546, f1:0.475, mcc:0.003, total+:220, total-:130 @threshold:-0.220, sens:0.867, spec:0.438, ppv:0.324, acc:0.540, f1:0.472, mcc:0.003, total+:222, total-:128 @threshold:-0.226, sens:0.880, spec:0.434, ppv:0.326, acc:0.540, f1:0.476, mcc:0.003, total+:224, total-:126 @threshold:-0.288, sens:0.892, spec:0.382, ppv:0.310, acc:0.503, f1:0.460, mcc:0.003, total+:239, total-:111 @threshold:-0.291, sens:0.892, spec:0.378, ppv:0.308, acc:0.500, f1:0.458, mcc:0.003, total+:240, total-:110 @threshold:-0.306, sens:0.904, spec:0.363, ppv:0.306, acc:0.491, f1:0.457, mcc:0.003, total+:245, total-:105 @threshold:-0.328, sens:0.916, spec:0.360, ppv:0.308, acc:0.491, f1:0.461, mcc:0.003, total+:247, total-:103 @threshold:-0.359, sens:0.928, spec:0.341, ppv:0.304, acc:0.480, f1:0.458, mcc:0.003, total+:253, total-:97 @threshold:-0.365, sens:0.928, spec:0.337, ppv:0.303, acc:0.477, f1:0.457, mcc:0.003, total+:254, total-:96 @threshold:-0.438, sens:0.940, spec:0.300, ppv:0.294, acc:0.451, f1:0.448, mcc:0.002, total+:265, total-:85 @threshold:-0.444, sens:0.940, spec:0.296, ppv:0.293, acc:0.449, f1:0.447, mcc:0.002, total+:266, total-:84 @threshold:-0.467, sens:0.952, spec:0.285, ppv:0.293, acc:0.443, f1:0.448, mcc:0.002, total+:270, total-:80 @threshold:-0.476, sens:0.952, spec:0.281, ppv:0.292, acc:0.440, f1:0.446, mcc:0.002, total+:271, total-:79 @threshold:-0.487, sens:0.964, spec:0.273, ppv:0.292, acc:0.437, f1:0.448, mcc:0.002, total+:274, total-:76 @threshold:-0.487, sens:0.964, spec:0.270, ppv:0.291, acc:0.434, f1:0.447, mcc:0.002, total+:275, total-:75 @threshold:-0.597, sens:0.976, spec:0.221, ppv:0.280, acc:0.400, f1:0.435, mcc:0.002, total+:289, total-:61 @threshold:-0.614, sens:0.976, spec:0.217, ppv:0.279, acc:0.397, f1:0.434, mcc:0.002, total+:290, total-:60 @threshold:-0.736, sens:0.988, spec:0.150, ppv:0.265, acc:0.349, f1:0.418, mcc:0.002, total+:309, total-:41 @threshold:-0.740, sens:0.988, spec:0.146, ppv:0.265, acc:0.346, f1:0.417, mcc:0.002, total+:310, total-:40 @threshold:-0.958, sens:1.000, spec:0.004, ppv:0.238, acc:0.240, f1:0.384, mcc:0.002, total+:349, total-:1 * Vital: BMI-latest | coef 0.108 95% CI: [0.094 , 0.122] | OR_adj 1.114 [1.099 1.130] | occ: 1672 | OR_unadj: 4.483 [3.496 5.747] | indivs AUC:0.731 Correlated most with: MatDeliveryAge:-0.053 * Vital: Wt for Length ZScore-latest | coef 0.102 95% CI: [0.090 , 0.113] | OR_adj 1.107 [1.095 1.120] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.761 Correlated most with: MatDeliveryAge:-0.047 * Vital: BMI-gain0to24 | coef 0.076 95% CI: [0.065 , 0.088] | OR_adj 1.079 [1.067 1.092] | occ: 1391 | OR_unadj: 4.247 [3.349 5.386] | indivs AUC:0.749 Correlated most with: MatDeliveryAge:-0.044 * Vital: Wt-latest | coef 0.068 95% CI: [0.055 , 0.081] | OR_adj 1.070 [1.056 1.084] | occ: 1677 | OR_unadj: 4.020 [3.127 5.168] | indivs AUC:0.703 Correlated most with: MatDeliveryAge:0.008 * Vital: BMI-avg19to24 | coef 0.063 95% CI: [0.054 , 0.071] | OR_adj 1.065 [1.056 1.073] | occ: 1397 | OR_unadj: 4.344 [3.423 5.512] | indivs AUC:0.762 Correlated most with: MatDeliveryAge:-0.039 * Vital: Wt for Len Percentile-latest | coef 0.056 95% CI: [0.045 , 0.068] | OR_adj 1.058 [1.046 1.070] | occ: 1601 | OR_unadj: 4.255 [3.294 5.497] | indivs AUC:0.751 Correlated most with: MatDeliveryAge:-0.064 * Vital: Wt-avg19to24 | coef 0.046 95% CI: [0.038 , 0.053] | OR_adj 1.047 [1.039 1.055] | occ: 1417 | OR_unadj: 4.067 [3.209 5.154] | indivs AUC:0.749 Correlated most with: MatDeliveryAge:-0.029 MatDeliveryAge | coef 0.040 95% CI: [0.036 , 0.044] | OR_adj 1.041 [1.036 1.045] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.529 Correlated most with: MatDeliveryAge:1.000 * Vital: Wt-gain0to24 | coef 0.038 95% CI: [0.032 , 0.044] | OR_adj 1.039 [1.033 1.045] | occ: 1411 | OR_unadj: 3.949 [3.118 5.001] | indivs AUC:0.735 Correlated most with: MatDeliveryAge:-0.034 * Vital: BMI-avg16to19 | coef 0.034 95% CI: [0.029 , 0.038] | OR_adj 1.034 [1.030 1.039] | occ: 1293 | OR_unadj: 3.189 [2.527 4.025] | indivs AUC:0.723 Correlated most with: MatDeliveryAge:-0.057 * Vital: Wt for Length ZScore-avg16to19 | coef 0.031 95% CI: [0.025 , 0.037] | OR_adj 1.031 [1.025 1.037] | occ: 1292 | OR_unadj: 3.143 [2.490 3.966] | indivs AUC:0.718 Correlated most with: MatDeliveryAge:-0.071 * Vital: Wt-avg1to3 | coef 0.027 95% CI: [0.024 , 0.030] | OR_adj 1.028 [1.025 1.031] | occ: 1388 | OR_unadj: 1.947 [1.549 2.448] | indivs AUC:0.580 Correlated most with: MatDeliveryAge:-0.017 * Vital: Wt for Len Percentile-avg16to19 | coef 0.025 95% CI: [0.020 , 0.030] | OR_adj 1.026 [1.020 1.031] | occ: 1294 | OR_unadj: 3.224 [2.551 4.073] | indivs AUC:0.735 Correlated most with: MatDeliveryAge:-0.089 Vital: Wt-gain1to5 | coef 0.025 95% CI: [0.023 , 0.028] | OR_adj 1.026 [1.023 1.028] | occ: 1472 | OR_unadj: 0.993 [0.790 1.247] | indivs AUC:0.522 Correlated most with: MatDeliveryAge:0.025 * Vital: BMI-avg1to3 | coef 0.025 95% CI: [0.023 , 0.028] | OR_adj 1.025 [1.023 1.028] | occ: 1370 | OR_unadj: 1.693 [1.347 2.129] | indivs AUC:0.604 Correlated most with: MatDeliveryAge:0.015 * Vital: Wt for Length ZScore-avg5to7 | coef 0.024 95% CI: [0.022 , 0.027] | OR_adj 1.025 [1.022 1.027] | occ: 1347 | OR_unadj: 1.778 [1.414 2.235] | indivs AUC:0.617 Correlated most with: MatDeliveryAge:-0.046 * Vital: Wt for Length Zscore-avg10to13 | coef 0.020 95% CI: [0.018 , 0.023] | OR_adj 1.020 [1.018 1.023] | occ: 1403 | OR_unadj: 2.480 [1.970 3.122] | indivs AUC:0.670 Correlated most with: MatDeliveryAge:-0.078 * Vital: Wt-gain3to7 | coef 0.020 95% CI: [0.019 , 0.022] | OR_adj 1.020 [1.019 1.022] | occ: 1487 | OR_unadj: 1.284 [1.021 1.614] | indivs AUC:0.520 Correlated most with: MatDeliveryAge:-0.016 * Vital: BMI-avg10to13 | coef 0.019 95% CI: [0.018 , 0.021] | OR_adj 1.020 [1.018 1.022] | occ: 1400 | OR_unadj: 2.301 [1.830 2.895] | indivs AUC:0.648 Correlated most with: MatDeliveryAge:-0.077 Vital: Ht-gain16to24 | coef 0.019 95% CI: [0.017 , 0.021] | OR_adj 1.019 [1.017 1.021] | occ: 1442 | OR_unadj: 0.985 [0.700 1.387] | indivs AUC:0.536 Correlated most with: MatDeliveryAge:-0.044 * Vital: Wt for Length ZScore-avg7to10 | coef 0.018 95% CI: [0.015 , 0.020] | OR_adj 1.018 [1.016 1.020] | occ: 1346 | OR_unadj: 2.147 [1.708 2.700] | indivs AUC:0.675 Correlated most with: MatDeliveryAge:-0.069 * Vital: BMI-avg7to10 | coef 0.018 95% CI: [0.016 , 0.019] | OR_adj 1.018 [1.016 1.020] | occ: 1342 | OR_unadj: 2.069 [1.645 2.602] | indivs AUC:0.677 Correlated most with: MatDeliveryAge:-0.062 * Vital: Wt for Length ZScore-avg3to5 | coef 0.017 95% CI: [0.016 , 0.019] | OR_adj 1.018 [1.016 1.019] | occ: 1321 | OR_unadj: 1.681 [1.337 2.114] | indivs AUC:0.639 Correlated most with: MatDeliveryAge:-0.036 * Vital: BMI-avg3to5 | coef 0.017 95% CI: [0.016 , 0.019] | OR_adj 1.017 [1.016 1.019] | occ: 1314 | OR_unadj: 1.808 [1.437 2.274] | indivs AUC:0.635 Correlated most with: MatDeliveryAge:-0.029 Vital: Wt for Len Percentile-gain13to19 | coef 0.016 95% CI: [0.015 , 0.018] | OR_adj 1.017 [1.015 1.018] | occ: 1313 | OR_unadj: 0.996 [0.788 1.258] | indivs AUC:0.551 Correlated most with: MatDeliveryAge:-0.010 Vital: Ht-avg7to10 | coef 0.016 95% CI: [0.014 , 0.018] | OR_adj 1.016 [1.014 1.018] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.483 Correlated most with: MatDeliveryAge:0.014 Vital: HC-gain1to5 | coef 0.016 95% CI: [0.015 , 0.017] | OR_adj 1.016 [1.015 1.018] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.445 Correlated most with: MatDeliveryAge:-0.003 * Vital: Wt for Len Percentile-avg10to13 | coef 0.014 95% CI: [0.012 , 0.016] | OR_adj 1.014 [1.012 1.016] | occ: 1404 | OR_unadj: 2.684 [2.131 3.381] | indivs AUC:0.669 Correlated most with: MatDeliveryAge:-0.077 Vital : 0.960008222185 MatDeliveryAge : 0.0399917778147 Time to run analysis 0:08:01.797537 Total Time elapsed 8:19:40.138321 ----------------------------------------------------- boys lasso_fts no_census gradientboost regression Running batch 1 of 7 with 16 nodes Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.713, R^2 test: 0.291 Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.773, R^2 test: 0.316 Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.807, R^2 test: 0.335 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.948, Explained Variance Score Train: 0.766 AUC Validation: 0.783, Explained Variance Score Validation: 0.302 AUC Test: 0.710, Explained Variance Score Test: 0.231 Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.818, R^2 test: 0.125 Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.826, R^2 test: 0.096 Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.875, R^2 test: 0.098 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.961, Explained Variance Score Train: 0.830 AUC Validation: 0.674, Explained Variance Score Validation: 0.134 AUC Test: 0.757, Explained Variance Score Test: 0.272 Bootstrap CV 10, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.641, R^2 test: 0.206 Bootstrap CV 10, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.722, R^2 test: 0.242 Bootstrap CV 10, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.744, R^2 test: 0.194 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.938, Explained Variance Score Train: 0.695 AUC Validation: 0.719, Explained Variance Score Validation: 0.226 AUC Test: 0.761, Explained Variance Score Test: 0.273 Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.710, R^2 test: 0.200 Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.770, R^2 test: 0.177 Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.771, R^2 test: 0.158 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.941, Explained Variance Score Train: 0.712 AUC Validation: 0.681, Explained Variance Score Validation: 0.189 AUC Test: 0.713, Explained Variance Score Test: 0.224 Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.634, R^2 test: 0.251 Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.689, R^2 test: 0.260 Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.787, R^2 test: 0.288 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.932, Explained Variance Score Train: 0.728 AUC Validation: 0.765, Explained Variance Score Validation: 0.225 AUC Test: 0.764, Explained Variance Score Test: 0.306 Bootstrap CV 14, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.636, R^2 test: 0.246 Bootstrap CV 14, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.718, R^2 test: 0.225 Bootstrap CV 14, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.734, R^2 test: 0.235 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.950, Explained Variance Score Train: 0.747 AUC Validation: 0.784, Explained Variance Score Validation: 0.256 AUC Test: 0.719, Explained Variance Score Test: 0.232 Bootstrap CV 12, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.597, R^2 test: 0.260 Bootstrap CV 12, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.738, R^2 test: 0.226 Bootstrap CV 12, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.690, R^2 test: 0.190 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.948, Explained Variance Score Train: 0.663 AUC Validation: 0.661, Explained Variance Score Validation: 0.254 AUC Test: 0.733, Explained Variance Score Test: 0.245 Bootstrap CV 13, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.635, R^2 test: 0.127 Bootstrap CV 13, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.766, R^2 test: 0.147 Bootstrap CV 13, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.726, R^2 test: 0.126 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.942, Explained Variance Score Train: 0.662 AUC Validation: 0.643, Explained Variance Score Validation: 0.132 AUC Test: 0.740, Explained Variance Score Test: 0.275 Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.734, R^2 test: 0.278 Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.799, R^2 test: 0.237 Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.836, R^2 test: 0.264 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.957, Explained Variance Score Train: 0.737 AUC Validation: 0.720, Explained Variance Score Validation: 0.252 AUC Test: 0.764, Explained Variance Score Test: 0.307 Bootstrap CV 15, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.748, R^2 test: 0.194 Bootstrap CV 15, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.759, R^2 test: 0.172 Bootstrap CV 15, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.816, R^2 test: 0.216 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.958, Explained Variance Score Train: 0.785 AUC Validation: 0.806, Explained Variance Score Validation: 0.198 AUC Test: 0.708, Explained Variance Score Test: 0.233 Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.585, R^2 test: 0.260 Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.724, R^2 test: 0.280 Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.695, R^2 test: 0.274 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.965, Explained Variance Score Train: 0.727 AUC Validation: 0.797, Explained Variance Score Validation: 0.325 AUC Test: 0.745, Explained Variance Score Test: 0.280 Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.627, R^2 test: 0.074 Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.696, R^2 test: 0.056 Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.705, R^2 test: 0.064 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.970, Explained Variance Score Train: 0.702 AUC Validation: 0.553, Explained Variance Score Validation: 0.094 AUC Test: 0.739, Explained Variance Score Test: 0.270 Bootstrap CV 11, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.546, R^2 test: 0.197 Bootstrap CV 11, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.587, R^2 test: 0.200 Bootstrap CV 11, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.621, R^2 test: 0.191 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.967, Explained Variance Score Train: 0.652 AUC Validation: 0.752, Explained Variance Score Validation: 0.225 AUC Test: 0.747, Explained Variance Score Test: 0.290 Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.624, R^2 test: 0.103 Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.656, R^2 test: 0.132 Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.732, R^2 test: 0.122 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.934, Explained Variance Score Train: 0.678 AUC Validation: 0.756, Explained Variance Score Validation: 0.193 AUC Test: 0.746, Explained Variance Score Test: 0.294 Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.550, R^2 test: 0.207 Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.642, R^2 test: 0.223 Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.641, R^2 test: 0.222 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.952, Explained Variance Score Train: 0.635 AUC Validation: 0.810, Explained Variance Score Validation: 0.259 AUC Test: 0.745, Explained Variance Score Test: 0.252 Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.609, R^2 test: 0.339 Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.666, R^2 test: 0.357 Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.706, R^2 test: 0.335 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.947, Explained Variance Score Train: 0.786 AUC Validation: 0.758, Explained Variance Score Validation: 0.347 AUC Test: 0.768, Explained Variance Score Test: 0.272 Running batch 2 of 7 with 16 nodes Bootstrap CV 19, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.695, R^2 test: 0.225 Bootstrap CV 19, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.722, R^2 test: 0.229 Bootstrap CV 19, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.842, R^2 test: 0.237 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.958, Explained Variance Score Train: 0.720 AUC Validation: 0.761, Explained Variance Score Validation: 0.239 AUC Test: 0.743, Explained Variance Score Test: 0.240 Bootstrap CV 29, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.649, R^2 test: 0.227 Bootstrap CV 29, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.682, R^2 test: 0.228 Bootstrap CV 29, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.772, R^2 test: 0.171 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.955, Explained Variance Score Train: 0.708 AUC Validation: 0.661, Explained Variance Score Validation: 0.205 AUC Test: 0.741, Explained Variance Score Test: 0.258 Bootstrap CV 24, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.755, R^2 test: 0.086 Bootstrap CV 24, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.835, R^2 test: 0.100 Bootstrap CV 24, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.842, R^2 test: 0.089 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.955, Explained Variance Score Train: 0.827 AUC Validation: 0.781, Explained Variance Score Validation: 0.161 AUC Test: 0.756, Explained Variance Score Test: 0.272 Bootstrap CV 31, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.545, R^2 test: 0.252 Bootstrap CV 31, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.594, R^2 test: 0.265 Bootstrap CV 31, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.648, R^2 test: 0.244 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.941, Explained Variance Score Train: 0.557 AUC Validation: 0.736, Explained Variance Score Validation: 0.274 AUC Test: 0.744, Explained Variance Score Test: 0.269 Bootstrap CV 22, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.720, R^2 test: 0.234 Bootstrap CV 22, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.719, R^2 test: 0.269 Bootstrap CV 22, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.769, R^2 test: 0.216 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.961, Explained Variance Score Train: 0.713 AUC Validation: 0.794, Explained Variance Score Validation: 0.269 AUC Test: 0.766, Explained Variance Score Test: 0.298 Bootstrap CV 26, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.824, R^2 test: 0.275 Bootstrap CV 26, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.822, R^2 test: 0.291 Bootstrap CV 26, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.864, R^2 test: 0.303 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.964, Explained Variance Score Train: 0.834 AUC Validation: 0.712, Explained Variance Score Validation: 0.258 AUC Test: 0.772, Explained Variance Score Test: 0.308 Bootstrap CV 25, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.618, R^2 test: 0.235 Bootstrap CV 25, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.647, R^2 test: 0.294 Bootstrap CV 25, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.715, R^2 test: 0.268 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.991, Explained Variance Score Train: 0.700 AUC Validation: 0.712, Explained Variance Score Validation: 0.271 AUC Test: 0.712, Explained Variance Score Test: 0.242 Bootstrap CV 16, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.847, R^2 test: 0.244 Bootstrap CV 16, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.887, R^2 test: 0.217 Bootstrap CV 16, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.887, R^2 test: 0.225 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.969, Explained Variance Score Train: 0.856 AUC Validation: 0.769, Explained Variance Score Validation: 0.253 AUC Test: 0.753, Explained Variance Score Test: 0.238 Bootstrap CV 28, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.776, R^2 test: -0.060 Bootstrap CV 28, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.816, R^2 test: -0.009 Bootstrap CV 28, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.838, R^2 test: 0.011 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.958, Explained Variance Score Train: 0.853 AUC Validation: 0.658, Explained Variance Score Validation: 0.009 AUC Test: 0.755, Explained Variance Score Test: 0.259 Bootstrap CV 18, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.737, R^2 test: 0.193 Bootstrap CV 18, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.758, R^2 test: 0.162 Bootstrap CV 18, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.774, R^2 test: 0.139 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.937, Explained Variance Score Train: 0.759 AUC Validation: 0.727, Explained Variance Score Validation: 0.207 AUC Test: 0.754, Explained Variance Score Test: 0.243 Bootstrap CV 23, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.723, R^2 test: 0.346 Bootstrap CV 23, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.760, R^2 test: 0.348 Bootstrap CV 23, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.775, R^2 test: 0.322 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.931, Explained Variance Score Train: 0.778 AUC Validation: 0.766, Explained Variance Score Validation: 0.318 AUC Test: 0.759, Explained Variance Score Test: 0.291 Bootstrap CV 21, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.743, R^2 test: 0.092 Bootstrap CV 21, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.801, R^2 test: 0.097 Bootstrap CV 21, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.821, R^2 test: 0.084 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.952, Explained Variance Score Train: 0.808 AUC Validation: 0.804, Explained Variance Score Validation: 0.123 AUC Test: 0.763, Explained Variance Score Test: 0.268 Bootstrap CV 20, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.765, R^2 test: 0.154 Bootstrap CV 20, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.774, R^2 test: 0.150 Bootstrap CV 20, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.858, R^2 test: 0.104 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.947, Explained Variance Score Train: 0.776 AUC Validation: 0.786, Explained Variance Score Validation: 0.148 AUC Test: 0.743, Explained Variance Score Test: 0.268 Bootstrap CV 17, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.717, R^2 test: 0.058 Bootstrap CV 17, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.747, R^2 test: 0.076 Bootstrap CV 17, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.783, R^2 test: 0.064 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.972, Explained Variance Score Train: 0.786 AUC Validation: 0.639, Explained Variance Score Validation: 0.097 AUC Test: 0.741, Explained Variance Score Test: 0.264 Bootstrap CV 27, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.788, R^2 test: 0.039 Bootstrap CV 27, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.795, R^2 test: 0.004 Bootstrap CV 27, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.830, R^2 test: -0.041 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.956, Explained Variance Score Train: 0.824 AUC Validation: 0.703, Explained Variance Score Validation: -0.011 AUC Test: 0.747, Explained Variance Score Test: 0.251 Bootstrap CV 30, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.712, R^2 test: 0.212 Bootstrap CV 30, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.763, R^2 test: 0.225 Bootstrap CV 30, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.793, R^2 test: 0.224 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.932, Explained Variance Score Train: 0.756 AUC Validation: 0.770, Explained Variance Score Validation: 0.253 AUC Test: 0.732, Explained Variance Score Test: 0.283 Running batch 3 of 7 with 16 nodes Bootstrap CV 38, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.655, R^2 test: 0.231 Bootstrap CV 38, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.729, R^2 test: 0.241 Bootstrap CV 38, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.782, R^2 test: 0.158 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.945, Explained Variance Score Train: 0.664 AUC Validation: 0.776, Explained Variance Score Validation: 0.222 AUC Test: 0.706, Explained Variance Score Test: 0.249 Bootstrap CV 33, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.823, R^2 test: 0.020 Bootstrap CV 33, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.833, R^2 test: -0.000 Bootstrap CV 33, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.885, R^2 test: -0.048 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.942, Explained Variance Score Train: 0.773 AUC Validation: 0.644, Explained Variance Score Validation: -0.002 AUC Test: 0.730, Explained Variance Score Test: 0.236 Bootstrap CV 37, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.592, R^2 test: 0.228 Bootstrap CV 37, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.629, R^2 test: 0.205 Bootstrap CV 37, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.684, R^2 test: 0.204 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.963, Explained Variance Score Train: 0.682 AUC Validation: 0.771, Explained Variance Score Validation: 0.272 AUC Test: 0.746, Explained Variance Score Test: 0.265 Bootstrap CV 32, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.703, R^2 test: -0.020 Bootstrap CV 32, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.739, R^2 test: -0.031 Bootstrap CV 32, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.779, R^2 test: -0.018 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.939, Explained Variance Score Train: 0.731 AUC Validation: 0.696, Explained Variance Score Validation: -0.021 AUC Test: 0.741, Explained Variance Score Test: 0.289 Bootstrap CV 40, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.603, R^2 test: 0.143 Bootstrap CV 40, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.688, R^2 test: 0.194 Bootstrap CV 40, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.745, R^2 test: 0.170 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.970, Explained Variance Score Train: 0.616 AUC Validation: 0.759, Explained Variance Score Validation: 0.173 AUC Test: 0.727, Explained Variance Score Test: 0.269 Bootstrap CV 41, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.841, R^2 test: 0.105 Bootstrap CV 41, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.847, R^2 test: 0.109 Bootstrap CV 41, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.867, R^2 test: 0.104 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.955, Explained Variance Score Train: 0.835 AUC Validation: 0.645, Explained Variance Score Validation: 0.129 AUC Test: 0.740, Explained Variance Score Test: 0.257 Bootstrap CV 44, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.635, R^2 test: 0.039 Bootstrap CV 44, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.760, R^2 test: -0.016 Bootstrap CV 44, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.756, R^2 test: 0.001 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.955, Explained Variance Score Train: 0.678 AUC Validation: 0.615, Explained Variance Score Validation: 0.069 AUC Test: 0.738, Explained Variance Score Test: 0.253 Bootstrap CV 34, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.709, R^2 test: 0.230 Bootstrap CV 34, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.716, R^2 test: 0.231 Bootstrap CV 34, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.790, R^2 test: 0.229 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.960, Explained Variance Score Train: 0.828 AUC Validation: 0.738, Explained Variance Score Validation: 0.236 AUC Test: 0.730, Explained Variance Score Test: 0.197 Bootstrap CV 46, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.649, R^2 test: 0.117 Bootstrap CV 46, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.757, R^2 test: 0.073 Bootstrap CV 46, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.817, R^2 test: 0.050 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.934, Explained Variance Score Train: 0.673 AUC Validation: 0.645, Explained Variance Score Validation: 0.054 AUC Test: 0.732, Explained Variance Score Test: 0.213 Bootstrap CV 47, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.751, R^2 test: 0.176 Bootstrap CV 47, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.770, R^2 test: 0.178 Bootstrap CV 47, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.817, R^2 test: 0.182 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.934, Explained Variance Score Train: 0.755 AUC Validation: 0.782, Explained Variance Score Validation: 0.223 AUC Test: 0.689, Explained Variance Score Test: 0.193 Bootstrap CV 43, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.601, R^2 test: 0.317 Bootstrap CV 43, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.655, R^2 test: 0.320 Bootstrap CV 43, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.720, R^2 test: 0.323 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.948, Explained Variance Score Train: 0.706 AUC Validation: 0.759, Explained Variance Score Validation: 0.329 AUC Test: 0.731, Explained Variance Score Test: 0.242 Bootstrap CV 42, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.648, R^2 test: 0.257 Bootstrap CV 42, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.786, R^2 test: 0.247 Bootstrap CV 42, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.784, R^2 test: 0.215 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.937, Explained Variance Score Train: 0.733 AUC Validation: 0.735, Explained Variance Score Validation: 0.234 AUC Test: 0.716, Explained Variance Score Test: 0.210 Bootstrap CV 36, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.596, R^2 test: 0.263 Bootstrap CV 36, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.744, R^2 test: 0.184 Bootstrap CV 36, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.724, R^2 test: 0.226 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.968, Explained Variance Score Train: 0.803 AUC Validation: 0.723, Explained Variance Score Validation: 0.205 AUC Test: 0.761, Explained Variance Score Test: 0.225 Bootstrap CV 45, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.614, R^2 test: 0.281 Bootstrap CV 45, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.682, R^2 test: 0.263 Bootstrap CV 45, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.673, R^2 test: 0.278 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.955, Explained Variance Score Train: 0.669 AUC Validation: 0.727, Explained Variance Score Validation: 0.287 AUC Test: 0.727, Explained Variance Score Test: 0.228 Bootstrap CV 39, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.697, R^2 test: 0.276 Bootstrap CV 39, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.728, R^2 test: 0.279 Bootstrap CV 39, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.788, R^2 test: 0.277 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.942, Explained Variance Score Train: 0.755 AUC Validation: 0.728, Explained Variance Score Validation: 0.296 AUC Test: 0.747, Explained Variance Score Test: 0.243 Bootstrap CV 35, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.581, R^2 test: 0.188 Bootstrap CV 35, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.646, R^2 test: 0.169 Bootstrap CV 35, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.678, R^2 test: 0.160 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.961, Explained Variance Score Train: 0.666 AUC Validation: 0.769, Explained Variance Score Validation: 0.199 AUC Test: 0.749, Explained Variance Score Test: 0.288 Running batch 4 of 7 with 16 nodes Bootstrap CV 56, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.691, R^2 test: 0.120 Bootstrap CV 56, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.760, R^2 test: 0.111 Bootstrap CV 56, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.796, R^2 test: 0.098 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.757 AUC Validation: 0.727, Explained Variance Score Validation: 0.095 AUC Test: 0.754, Explained Variance Score Test: 0.302 Bootstrap CV 53, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.745, R^2 test: 0.143 Bootstrap CV 53, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.834, R^2 test: 0.130 Bootstrap CV 53, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.857, R^2 test: 0.130 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.935, Explained Variance Score Train: 0.791 AUC Validation: 0.717, Explained Variance Score Validation: 0.181 AUC Test: 0.748, Explained Variance Score Test: 0.276 Bootstrap CV 63, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.802, R^2 test: 0.145 Bootstrap CV 63, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.865, R^2 test: 0.146 Bootstrap CV 63, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.887, R^2 test: 0.115 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.851 AUC Validation: 0.661, Explained Variance Score Validation: 0.143 AUC Test: 0.763, Explained Variance Score Test: 0.281 Bootstrap CV 52, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.672, R^2 test: 0.189 Bootstrap CV 52, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.814, R^2 test: 0.208 Bootstrap CV 52, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.819, R^2 test: 0.256 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.937, Explained Variance Score Train: 0.845 AUC Validation: 0.641, Explained Variance Score Validation: 0.232 AUC Test: 0.742, Explained Variance Score Test: 0.253 Bootstrap CV 48, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.579, R^2 test: 0.159 Bootstrap CV 48, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.713, R^2 test: 0.207 Bootstrap CV 48, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.856, R^2 test: 0.068 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.920, Explained Variance Score Train: 0.639 AUC Validation: 0.764, Explained Variance Score Validation: 0.327 AUC Test: 0.718, Explained Variance Score Test: 0.241 Bootstrap CV 49, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.699, R^2 test: 0.236 Bootstrap CV 49, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.720, R^2 test: 0.275 Bootstrap CV 49, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.780, R^2 test: 0.270 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.905, Explained Variance Score Train: 0.708 AUC Validation: 0.779, Explained Variance Score Validation: 0.277 AUC Test: 0.718, Explained Variance Score Test: 0.227 Bootstrap CV 60, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.738, R^2 test: 0.064 Bootstrap CV 60, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.772, R^2 test: 0.095 Bootstrap CV 60, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.773, R^2 test: 0.095 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.959, Explained Variance Score Train: 0.764 AUC Validation: 0.802, Explained Variance Score Validation: 0.113 AUC Test: 0.749, Explained Variance Score Test: 0.281 Bootstrap CV 61, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.653, R^2 test: 0.080 Bootstrap CV 61, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.735, R^2 test: 0.068 Bootstrap CV 61, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.739, R^2 test: 0.003 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.960, Explained Variance Score Train: 0.675 AUC Validation: 0.616, Explained Variance Score Validation: 0.097 AUC Test: 0.765, Explained Variance Score Test: 0.263 Bootstrap CV 57, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.637, R^2 test: 0.166 Bootstrap CV 57, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.718, R^2 test: 0.158 Bootstrap CV 57, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.761, R^2 test: 0.163 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.955, Explained Variance Score Train: 0.743 AUC Validation: 0.729, Explained Variance Score Validation: 0.181 AUC Test: 0.734, Explained Variance Score Test: 0.241 Bootstrap CV 51, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.655, R^2 test: 0.246 Bootstrap CV 51, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.753, R^2 test: 0.212 Bootstrap CV 51, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.800, R^2 test: 0.204 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.949, Explained Variance Score Train: 0.683 AUC Validation: 0.759, Explained Variance Score Validation: 0.237 AUC Test: 0.733, Explained Variance Score Test: 0.268 Bootstrap CV 55, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.617, R^2 test: 0.168 Bootstrap CV 55, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.610, R^2 test: 0.164 Bootstrap CV 55, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.647, R^2 test: 0.195 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.959, Explained Variance Score Train: 0.675 AUC Validation: 0.746, Explained Variance Score Validation: 0.215 AUC Test: 0.731, Explained Variance Score Test: 0.299 Bootstrap CV 50, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.703, R^2 test: 0.223 Bootstrap CV 50, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.758, R^2 test: 0.188 Bootstrap CV 50, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.818, R^2 test: 0.214 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.949, Explained Variance Score Train: 0.864 AUC Validation: 0.780, Explained Variance Score Validation: 0.227 AUC Test: 0.732, Explained Variance Score Test: 0.234 Bootstrap CV 58, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.574, R^2 test: 0.191 Bootstrap CV 58, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.680, R^2 test: 0.257 Bootstrap CV 58, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.697, R^2 test: 0.222 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.956, Explained Variance Score Train: 0.676 AUC Validation: 0.777, Explained Variance Score Validation: 0.250 AUC Test: 0.736, Explained Variance Score Test: 0.272 Bootstrap CV 59, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.666, R^2 test: 0.233 Bootstrap CV 59, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.677, R^2 test: 0.232 Bootstrap CV 59, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.737, R^2 test: 0.222 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.932, Explained Variance Score Train: 0.736 AUC Validation: 0.773, Explained Variance Score Validation: 0.237 AUC Test: 0.747, Explained Variance Score Test: 0.286 Bootstrap CV 54, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.688, R^2 test: 0.118 Bootstrap CV 54, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.766, R^2 test: 0.117 Bootstrap CV 54, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.836, R^2 test: 0.075 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.957, Explained Variance Score Train: 0.773 AUC Validation: 0.769, Explained Variance Score Validation: 0.164 AUC Test: 0.752, Explained Variance Score Test: 0.247 Bootstrap CV 62, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.877, R^2 test: 0.158 Bootstrap CV 62, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.891, R^2 test: 0.172 Bootstrap CV 62, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.909, R^2 test: 0.162 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.983, Explained Variance Score Train: 0.903 AUC Validation: 0.702, Explained Variance Score Validation: 0.136 AUC Test: 0.736, Explained Variance Score Test: 0.236 Running batch 5 of 7 with 16 nodes Bootstrap CV 65, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.733, R^2 test: 0.247 Bootstrap CV 65, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.833, R^2 test: 0.216 Bootstrap CV 65, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.868, R^2 test: 0.260 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.945, Explained Variance Score Train: 0.764 AUC Validation: 0.662, Explained Variance Score Validation: 0.244 AUC Test: 0.783, Explained Variance Score Test: 0.289 Bootstrap CV 71, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.612, R^2 test: 0.214 Bootstrap CV 71, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.637, R^2 test: 0.210 Bootstrap CV 71, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.663, R^2 test: 0.232 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.924, Explained Variance Score Train: 0.635 AUC Validation: 0.818, Explained Variance Score Validation: 0.342 AUC Test: 0.789, Explained Variance Score Test: 0.291 Bootstrap CV 78, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.436, R^2 test: 0.283 Bootstrap CV 78, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.472, R^2 test: 0.213 Bootstrap CV 78, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.688, R^2 test: 0.267 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.907, Explained Variance Score Train: 0.452 AUC Validation: 0.819, Explained Variance Score Validation: 0.314 AUC Test: 0.695, Explained Variance Score Test: 0.178 Bootstrap CV 74, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.666, R^2 test: 0.181 Bootstrap CV 74, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.672, R^2 test: 0.183 Bootstrap CV 74, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.757, R^2 test: 0.175 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.937, Explained Variance Score Train: 0.717 AUC Validation: 0.739, Explained Variance Score Validation: 0.203 AUC Test: 0.761, Explained Variance Score Test: 0.247 Bootstrap CV 79, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.718, R^2 test: 0.411 Bootstrap CV 79, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.786, R^2 test: 0.410 Bootstrap CV 79, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.796, R^2 test: 0.429 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.953, Explained Variance Score Train: 0.762 AUC Validation: 0.753, Explained Variance Score Validation: 0.428 AUC Test: 0.748, Explained Variance Score Test: 0.272 Bootstrap CV 73, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.762, R^2 test: 0.112 Bootstrap CV 73, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.921, R^2 test: -0.003 Bootstrap CV 73, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.927, R^2 test: 0.049 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.979, Explained Variance Score Train: 0.902 AUC Validation: 0.672, Explained Variance Score Validation: 0.126 AUC Test: 0.743, Explained Variance Score Test: 0.296 Bootstrap CV 72, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.777, R^2 test: 0.240 Bootstrap CV 72, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.776, R^2 test: 0.262 Bootstrap CV 72, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.810, R^2 test: 0.240 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.942, Explained Variance Score Train: 0.776 AUC Validation: 0.773, Explained Variance Score Validation: 0.260 AUC Test: 0.772, Explained Variance Score Test: 0.338 Bootstrap CV 76, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.723, R^2 test: 0.214 Bootstrap CV 76, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.774, R^2 test: 0.165 Bootstrap CV 76, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.782, R^2 test: 0.224 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.939, Explained Variance Score Train: 0.677 AUC Validation: 0.736, Explained Variance Score Validation: 0.247 AUC Test: 0.743, Explained Variance Score Test: 0.287 Bootstrap CV 70, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.721, R^2 test: 0.306 Bootstrap CV 70, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.738, R^2 test: 0.345 Bootstrap CV 70, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.744, R^2 test: 0.328 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.943, Explained Variance Score Train: 0.691 AUC Validation: 0.728, Explained Variance Score Validation: 0.389 AUC Test: 0.759, Explained Variance Score Test: 0.316 Bootstrap CV 67, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.787, R^2 test: 0.190 Bootstrap CV 67, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.855, R^2 test: 0.184 Bootstrap CV 67, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.859, R^2 test: 0.138 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.960, Explained Variance Score Train: 0.872 AUC Validation: 0.786, Explained Variance Score Validation: 0.164 AUC Test: 0.762, Explained Variance Score Test: 0.292 Bootstrap CV 75, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.749, R^2 test: 0.195 Bootstrap CV 75, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.791, R^2 test: 0.168 Bootstrap CV 75, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.820, R^2 test: 0.238 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.982, Explained Variance Score Train: 0.812 AUC Validation: 0.682, Explained Variance Score Validation: 0.220 AUC Test: 0.740, Explained Variance Score Test: 0.226 Bootstrap CV 69, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.756, R^2 test: 0.172 Bootstrap CV 69, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.825, R^2 test: 0.171 Bootstrap CV 69, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.829, R^2 test: 0.187 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.953, Explained Variance Score Train: 0.843 AUC Validation: 0.769, Explained Variance Score Validation: 0.208 AUC Test: 0.762, Explained Variance Score Test: 0.289 Bootstrap CV 68, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.724, R^2 test: 0.053 Bootstrap CV 68, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.751, R^2 test: 0.036 Bootstrap CV 68, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.807, R^2 test: 0.064 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.953, Explained Variance Score Train: 0.727 AUC Validation: 0.680, Explained Variance Score Validation: 0.077 AUC Test: 0.786, Explained Variance Score Test: 0.367 Bootstrap CV 64, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.619, R^2 test: 0.164 Bootstrap CV 64, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.680, R^2 test: 0.139 Bootstrap CV 64, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.692, R^2 test: 0.137 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.919, Explained Variance Score Train: 0.682 AUC Validation: 0.771, Explained Variance Score Validation: 0.207 AUC Test: 0.761, Explained Variance Score Test: 0.284 Bootstrap CV 66, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.701, R^2 test: 0.157 Bootstrap CV 66, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.764, R^2 test: 0.159 Bootstrap CV 66, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.738, R^2 test: 0.183 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.966, Explained Variance Score Train: 0.732 AUC Validation: 0.800, Explained Variance Score Validation: 0.209 AUC Test: 0.748, Explained Variance Score Test: 0.285 Bootstrap CV 77, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.655, R^2 test: 0.122 Bootstrap CV 77, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.713, R^2 test: 0.119 Bootstrap CV 77, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.788, R^2 test: 0.042 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.934, Explained Variance Score Train: 0.751 AUC Validation: 0.672, Explained Variance Score Validation: 0.131 AUC Test: 0.723, Explained Variance Score Test: 0.223 Running batch 6 of 7 with 16 nodes Bootstrap CV 89, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.796, R^2 test: 0.204 Bootstrap CV 89, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.836, R^2 test: 0.223 Bootstrap CV 89, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.833, R^2 test: 0.244 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.945, Explained Variance Score Train: 0.776 AUC Validation: 0.705, Explained Variance Score Validation: 0.225 AUC Test: 0.761, Explained Variance Score Test: 0.285 Bootstrap CV 95, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.776, R^2 test: 0.238 Bootstrap CV 95, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.845, R^2 test: 0.224 Bootstrap CV 95, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.838, R^2 test: 0.217 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.953, Explained Variance Score Train: 0.706 AUC Validation: 0.744, Explained Variance Score Validation: 0.282 AUC Test: 0.737, Explained Variance Score Test: 0.241 Bootstrap CV 87, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.691, R^2 test: 0.304 Bootstrap CV 87, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.732, R^2 test: 0.277 Bootstrap CV 87, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.760, R^2 test: 0.270 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.953, Explained Variance Score Train: 0.681 AUC Validation: 0.771, Explained Variance Score Validation: 0.267 AUC Test: 0.732, Explained Variance Score Test: 0.262 Bootstrap CV 90, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.648, R^2 test: 0.078 Bootstrap CV 90, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.695, R^2 test: 0.055 Bootstrap CV 90, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.702, R^2 test: 0.043 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.910, Explained Variance Score Train: 0.632 AUC Validation: 0.638, Explained Variance Score Validation: 0.089 AUC Test: 0.760, Explained Variance Score Test: 0.253 Bootstrap CV 83, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.602, R^2 test: 0.178 Bootstrap CV 83, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.695, R^2 test: 0.167 Bootstrap CV 83, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.651, R^2 test: 0.172 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.938, Explained Variance Score Train: 0.670 AUC Validation: 0.625, Explained Variance Score Validation: 0.191 AUC Test: 0.701, Explained Variance Score Test: 0.205 Bootstrap CV 82, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.605, R^2 test: 0.233 Bootstrap CV 82, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.752, R^2 test: 0.267 Bootstrap CV 82, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.742, R^2 test: 0.258 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.954, Explained Variance Score Train: 0.761 AUC Validation: 0.775, Explained Variance Score Validation: 0.301 AUC Test: 0.725, Explained Variance Score Test: 0.235 Bootstrap CV 94, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.790, R^2 test: 0.217 Bootstrap CV 94, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.850, R^2 test: 0.229 Bootstrap CV 94, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.886, R^2 test: 0.215 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.947, Explained Variance Score Train: 0.825 AUC Validation: 0.775, Explained Variance Score Validation: 0.236 AUC Test: 0.726, Explained Variance Score Test: 0.257 Bootstrap CV 88, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.698, R^2 test: 0.241 Bootstrap CV 88, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.784, R^2 test: 0.258 Bootstrap CV 88, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.805, R^2 test: 0.260 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.942, Explained Variance Score Train: 0.726 AUC Validation: 0.750, Explained Variance Score Validation: 0.292 AUC Test: 0.744, Explained Variance Score Test: 0.264 Bootstrap CV 93, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.773, R^2 test: 0.311 Bootstrap CV 93, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.833, R^2 test: 0.346 Bootstrap CV 93, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.863, R^2 test: 0.322 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.954, Explained Variance Score Train: 0.777 AUC Validation: 0.832, Explained Variance Score Validation: 0.329 AUC Test: 0.750, Explained Variance Score Test: 0.283 Bootstrap CV 84, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.629, R^2 test: 0.006 Bootstrap CV 84, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.678, R^2 test: 0.024 Bootstrap CV 84, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.733, R^2 test: 0.010 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.954, Explained Variance Score Train: 0.662 AUC Validation: 0.655, Explained Variance Score Validation: 0.056 AUC Test: 0.738, Explained Variance Score Test: 0.241 Bootstrap CV 91, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.656, R^2 test: 0.224 Bootstrap CV 91, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.666, R^2 test: 0.217 Bootstrap CV 91, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.685, R^2 test: 0.195 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.946, Explained Variance Score Train: 0.683 AUC Validation: 0.681, Explained Variance Score Validation: 0.201 AUC Test: 0.754, Explained Variance Score Test: 0.278 Bootstrap CV 85, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.683, R^2 test: 0.020 Bootstrap CV 85, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.743, R^2 test: 0.003 Bootstrap CV 85, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.747, R^2 test: 0.008 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.949, Explained Variance Score Train: 0.725 AUC Validation: 0.633, Explained Variance Score Validation: 0.150 AUC Test: 0.769, Explained Variance Score Test: 0.298 Bootstrap CV 81, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.746, R^2 test: 0.153 Bootstrap CV 81, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.759, R^2 test: 0.188 Bootstrap CV 81, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.805, R^2 test: 0.168 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.953, Explained Variance Score Train: 0.804 AUC Validation: 0.692, Explained Variance Score Validation: 0.174 AUC Test: 0.749, Explained Variance Score Test: 0.209 Bootstrap CV 86, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.696, R^2 test: 0.196 Bootstrap CV 86, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.781, R^2 test: 0.224 Bootstrap CV 86, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.821, R^2 test: 0.276 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.966, Explained Variance Score Train: 0.834 AUC Validation: 0.760, Explained Variance Score Validation: 0.236 AUC Test: 0.735, Explained Variance Score Test: 0.278 Bootstrap CV 80, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.737, R^2 test: -0.008 Bootstrap CV 80, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.832, R^2 test: -0.052 Bootstrap CV 80, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.871, R^2 test: 0.006 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.839 AUC Validation: 0.711, Explained Variance Score Validation: 0.042 AUC Test: 0.748, Explained Variance Score Test: 0.281 Bootstrap CV 92, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.631, R^2 test: 0.172 Bootstrap CV 92, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.728, R^2 test: 0.199 Bootstrap CV 92, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.782, R^2 test: 0.147 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.960, Explained Variance Score Train: 0.744 AUC Validation: 0.744, Explained Variance Score Validation: 0.183 AUC Test: 0.753, Explained Variance Score Test: 0.275 Running batch 7 of 7 with 4 nodes Bootstrap CV 98, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.672, R^2 test: 0.189 Bootstrap CV 98, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.735, R^2 test: 0.204 Bootstrap CV 98, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.805, R^2 test: 0.137 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.923, Explained Variance Score Train: 0.648 AUC Validation: 0.744, Explained Variance Score Validation: 0.217 AUC Test: 0.748, Explained Variance Score Test: 0.283 Bootstrap CV 97, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.832, R^2 test: 0.274 Bootstrap CV 97, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.822, R^2 test: 0.293 Bootstrap CV 97, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.903, R^2 test: 0.280 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.952, Explained Variance Score Train: 0.851 AUC Validation: 0.831, Explained Variance Score Validation: 0.318 AUC Test: 0.761, Explained Variance Score Test: 0.305 Bootstrap CV 99, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.590, R^2 test: 0.038 Bootstrap CV 99, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.638, R^2 test: 0.018 Bootstrap CV 99, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.682, R^2 test: 0.036 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.924, Explained Variance Score Train: 0.613 AUC Validation: 0.722, Explained Variance Score Validation: 0.064 AUC Test: 0.760, Explained Variance Score Test: 0.276 Bootstrap CV 96, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.702, R^2 test: 0.005 Bootstrap CV 96, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.709, R^2 test: 0.028 Bootstrap CV 96, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.800, R^2 test: -0.011 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.974, Explained Variance Score Train: 0.728 AUC Validation: 0.656, Explained Variance Score Validation: 0.059 AUC Test: 0.739, Explained Variance Score Test: 0.234 total Variables 28 and total subjects: 1751 ->AUC validation: 0.730 95% CI: [0.719 , 0.741] ->AUC test: 0.744 95% CI: [0.740 , 0.747] ->R^2 validation: 0.204 95% CI: [0.187 , 0.221] ->R^2 test: 0.263 95% CI: [0.257 , 0.269] ->Explained Variance validation: 0.180 95% CI: [0.163 , 0.198] ->Explained Variance test: 0.241 95% CI: [0.234 , 0.248] Test set metrics: @threshold:1.758, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:1.311, sens:0.048, spec:1.000, ppv:1.000, acc:0.774, f1:0.092, mcc:0.000, total+:4, total-:346 @threshold:1.159, sens:0.060, spec:0.996, ppv:0.833, acc:0.774, f1:0.112, mcc:0.211, total+:6, total-:344 @threshold:1.048, sens:0.084, spec:0.993, ppv:0.778, acc:0.777, f1:0.152, mcc:0.118, total+:9, total-:341 @threshold:0.998, sens:0.096, spec:0.993, ppv:0.800, acc:0.780, f1:0.172, mcc:0.129, total+:10, total-:340 @threshold:0.917, sens:0.108, spec:0.989, ppv:0.750, acc:0.780, f1:0.189, mcc:0.086, total+:12, total-:338 @threshold:0.875, sens:0.120, spec:0.989, ppv:0.769, acc:0.783, f1:0.208, mcc:0.093, total+:13, total-:337 @threshold:0.735, sens:0.169, spec:0.985, ppv:0.778, acc:0.791, f1:0.277, mcc:0.084, total+:18, total-:332 @threshold:0.717, sens:0.181, spec:0.981, ppv:0.750, acc:0.791, f1:0.291, mcc:0.067, total+:20, total-:330 @threshold:0.592, sens:0.217, spec:0.978, ppv:0.750, acc:0.797, f1:0.336, mcc:0.062, total+:24, total-:326 @threshold:0.569, sens:0.229, spec:0.978, ppv:0.760, acc:0.800, f1:0.352, mcc:0.064, total+:25, total-:325 @threshold:0.510, sens:0.277, spec:0.974, ppv:0.767, acc:0.809, f1:0.407, mcc:0.061, total+:30, total-:320 @threshold:0.506, sens:0.289, spec:0.974, ppv:0.774, acc:0.811, f1:0.421, mcc:0.063, total+:31, total-:319 @threshold:0.504, sens:0.289, spec:0.970, ppv:0.750, acc:0.809, f1:0.417, mcc:0.054, total+:32, total-:318 @threshold:0.480, sens:0.301, spec:0.963, ppv:0.714, acc:0.806, f1:0.424, mcc:0.042, total+:35, total-:315 @threshold:0.447, sens:0.301, spec:0.959, ppv:0.694, acc:0.803, f1:0.420, mcc:0.037, total+:36, total-:314 @threshold:0.415, sens:0.313, spec:0.951, ppv:0.667, acc:0.800, f1:0.426, mcc:0.031, total+:39, total-:311 @threshold:0.409, sens:0.313, spec:0.948, ppv:0.650, acc:0.797, f1:0.423, mcc:0.028, total+:40, total-:310 @threshold:0.367, sens:0.325, spec:0.936, ppv:0.614, acc:0.791, f1:0.425, mcc:0.023, total+:44, total-:306 @threshold:0.366, sens:0.325, spec:0.933, ppv:0.600, acc:0.789, f1:0.422, mcc:0.021, total+:45, total-:305 @threshold:0.364, sens:0.337, spec:0.933, ppv:0.609, acc:0.791, f1:0.434, mcc:0.022, total+:46, total-:304 @threshold:0.348, sens:0.337, spec:0.929, ppv:0.596, acc:0.789, f1:0.431, mcc:0.020, total+:47, total-:303 @threshold:0.343, sens:0.349, spec:0.929, ppv:0.604, acc:0.791, f1:0.443, mcc:0.021, total+:48, total-:302 @threshold:0.340, sens:0.361, spec:0.925, ppv:0.600, acc:0.791, f1:0.451, mcc:0.020, total+:50, total-:300 @threshold:0.339, sens:0.373, spec:0.925, ppv:0.608, acc:0.794, f1:0.463, mcc:0.021, total+:51, total-:299 @threshold:0.333, sens:0.373, spec:0.921, ppv:0.596, acc:0.791, f1:0.459, mcc:0.019, total+:52, total-:298 @threshold:0.324, sens:0.386, spec:0.914, ppv:0.582, acc:0.789, f1:0.464, mcc:0.017, total+:55, total-:295 @threshold:0.323, sens:0.386, spec:0.910, ppv:0.571, acc:0.786, f1:0.460, mcc:0.016, total+:56, total-:294 @threshold:0.317, sens:0.398, spec:0.910, ppv:0.579, acc:0.789, f1:0.471, mcc:0.017, total+:57, total-:293 @threshold:0.317, sens:0.398, spec:0.906, ppv:0.569, acc:0.786, f1:0.468, mcc:0.016, total+:58, total-:292 @threshold:0.304, sens:0.410, spec:0.903, ppv:0.567, acc:0.786, f1:0.476, mcc:0.016, total+:60, total-:290 @threshold:0.296, sens:0.422, spec:0.899, ppv:0.565, acc:0.786, f1:0.483, mcc:0.015, total+:62, total-:288 @threshold:0.290, sens:0.434, spec:0.899, ppv:0.571, acc:0.789, f1:0.493, mcc:0.016, total+:63, total-:287 @threshold:0.259, sens:0.458, spec:0.895, ppv:0.576, acc:0.791, f1:0.510, mcc:0.016, total+:66, total-:284 @threshold:0.219, sens:0.470, spec:0.880, ppv:0.549, acc:0.783, f1:0.506, mcc:0.013, total+:71, total-:279 @threshold:0.214, sens:0.482, spec:0.876, ppv:0.548, acc:0.783, f1:0.513, mcc:0.013, total+:73, total-:277 @threshold:0.190, sens:0.494, spec:0.854, ppv:0.512, acc:0.769, f1:0.503, mcc:0.011, total+:80, total-:270 @threshold:0.180, sens:0.506, spec:0.850, ppv:0.512, acc:0.769, f1:0.509, mcc:0.011, total+:82, total-:268 @threshold:0.179, sens:0.518, spec:0.850, ppv:0.518, acc:0.771, f1:0.518, mcc:0.011, total+:83, total-:267 @threshold:0.170, sens:0.518, spec:0.846, ppv:0.512, acc:0.769, f1:0.515, mcc:0.010, total+:84, total-:266 @threshold:0.156, sens:0.530, spec:0.835, ppv:0.500, acc:0.763, f1:0.515, mcc:0.010, total+:88, total-:262 @threshold:0.155, sens:0.530, spec:0.831, ppv:0.494, acc:0.760, f1:0.512, mcc:0.009, total+:89, total-:261 @threshold:0.155, sens:0.542, spec:0.831, ppv:0.500, acc:0.763, f1:0.520, mcc:0.010, total+:90, total-:260 @threshold:0.144, sens:0.542, spec:0.828, ppv:0.495, acc:0.760, f1:0.517, mcc:0.009, total+:91, total-:259 @threshold:0.129, sens:0.554, spec:0.828, ppv:0.500, acc:0.763, f1:0.526, mcc:0.010, total+:92, total-:258 @threshold:0.126, sens:0.554, spec:0.824, ppv:0.495, acc:0.760, f1:0.523, mcc:0.009, total+:93, total-:257 @threshold:0.125, sens:0.566, spec:0.824, ppv:0.500, acc:0.763, f1:0.531, mcc:0.009, total+:94, total-:256 @threshold:0.123, sens:0.566, spec:0.820, ppv:0.495, acc:0.760, f1:0.528, mcc:0.009, total+:95, total-:255 @threshold:0.099, sens:0.578, spec:0.805, ppv:0.480, acc:0.751, f1:0.525, mcc:0.008, total+:100, total-:250 @threshold:0.088, sens:0.578, spec:0.801, ppv:0.475, acc:0.749, f1:0.522, mcc:0.008, total+:101, total-:249 @threshold:0.044, sens:0.590, spec:0.775, ppv:0.450, acc:0.731, f1:0.510, mcc:0.007, total+:109, total-:241 @threshold:0.040, sens:0.590, spec:0.772, ppv:0.445, acc:0.729, f1:0.508, mcc:0.007, total+:110, total-:240 @threshold:0.025, sens:0.602, spec:0.757, ppv:0.435, acc:0.720, f1:0.505, mcc:0.006, total+:115, total-:235 @threshold:0.021, sens:0.602, spec:0.753, ppv:0.431, acc:0.717, f1:0.503, mcc:0.006, total+:116, total-:234 @threshold:-0.019, sens:0.614, spec:0.730, ppv:0.415, acc:0.703, f1:0.495, mcc:0.005, total+:123, total-:227 @threshold:-0.062, sens:0.639, spec:0.727, ppv:0.421, acc:0.706, f1:0.507, mcc:0.006, total+:126, total-:224 @threshold:-0.065, sens:0.651, spec:0.727, ppv:0.425, acc:0.709, f1:0.514, mcc:0.006, total+:127, total-:223 @threshold:-0.068, sens:0.651, spec:0.723, ppv:0.422, acc:0.706, f1:0.512, mcc:0.006, total+:128, total-:222 @threshold:-0.077, sens:0.663, spec:0.715, ppv:0.420, acc:0.703, f1:0.514, mcc:0.006, total+:131, total-:219 @threshold:-0.083, sens:0.663, spec:0.712, ppv:0.417, acc:0.700, f1:0.512, mcc:0.005, total+:132, total-:218 @threshold:-0.090, sens:0.675, spec:0.697, ppv:0.409, acc:0.691, f1:0.509, mcc:0.005, total+:137, total-:213 @threshold:-0.092, sens:0.675, spec:0.693, ppv:0.406, acc:0.689, f1:0.507, mcc:0.005, total+:138, total-:212 @threshold:-0.135, sens:0.687, spec:0.659, ppv:0.385, acc:0.666, f1:0.494, mcc:0.004, total+:148, total-:202 @threshold:-0.147, sens:0.687, spec:0.655, ppv:0.383, acc:0.663, f1:0.491, mcc:0.004, total+:149, total-:201 @threshold:-0.168, sens:0.699, spec:0.637, ppv:0.374, acc:0.651, f1:0.487, mcc:0.004, total+:155, total-:195 @threshold:-0.171, sens:0.699, spec:0.633, ppv:0.372, acc:0.649, f1:0.485, mcc:0.004, total+:156, total-:194 @threshold:-0.180, sens:0.711, spec:0.622, ppv:0.369, acc:0.643, f1:0.486, mcc:0.004, total+:160, total-:190 @threshold:-0.190, sens:0.711, spec:0.618, ppv:0.366, acc:0.640, f1:0.484, mcc:0.004, total+:161, total-:189 @threshold:-0.197, sens:0.723, spec:0.614, ppv:0.368, acc:0.640, f1:0.488, mcc:0.004, total+:163, total-:187 @threshold:-0.201, sens:0.723, spec:0.610, ppv:0.366, acc:0.637, f1:0.486, mcc:0.004, total+:164, total-:186 @threshold:-0.203, sens:0.735, spec:0.610, ppv:0.370, acc:0.640, f1:0.492, mcc:0.004, total+:165, total-:185 @threshold:-0.207, sens:0.735, spec:0.607, ppv:0.367, acc:0.637, f1:0.490, mcc:0.004, total+:166, total-:184 @threshold:-0.212, sens:0.747, spec:0.599, ppv:0.367, acc:0.634, f1:0.492, mcc:0.004, total+:169, total-:181 @threshold:-0.213, sens:0.747, spec:0.596, ppv:0.365, acc:0.631, f1:0.490, mcc:0.004, total+:170, total-:180 @threshold:-0.219, sens:0.759, spec:0.588, ppv:0.364, acc:0.629, f1:0.492, mcc:0.004, total+:173, total-:177 @threshold:-0.221, sens:0.759, spec:0.584, ppv:0.362, acc:0.626, f1:0.490, mcc:0.004, total+:174, total-:176 @threshold:-0.240, sens:0.771, spec:0.569, ppv:0.358, acc:0.617, f1:0.489, mcc:0.004, total+:179, total-:171 @threshold:-0.243, sens:0.783, spec:0.566, ppv:0.359, acc:0.617, f1:0.492, mcc:0.004, total+:181, total-:169 @threshold:-0.271, sens:0.795, spec:0.543, ppv:0.351, acc:0.603, f1:0.487, mcc:0.003, total+:188, total-:162 @threshold:-0.272, sens:0.795, spec:0.539, ppv:0.349, acc:0.600, f1:0.485, mcc:0.003, total+:189, total-:161 @threshold:-0.288, sens:0.807, spec:0.506, ppv:0.337, acc:0.577, f1:0.475, mcc:0.003, total+:199, total-:151 @threshold:-0.297, sens:0.819, spec:0.502, ppv:0.338, acc:0.577, f1:0.479, mcc:0.003, total+:201, total-:149 @threshold:-0.309, sens:0.831, spec:0.498, ppv:0.340, acc:0.577, f1:0.483, mcc:0.003, total+:203, total-:147 @threshold:-0.309, sens:0.831, spec:0.494, ppv:0.338, acc:0.574, f1:0.481, mcc:0.003, total+:204, total-:146 @threshold:-0.310, sens:0.831, spec:0.487, ppv:0.335, acc:0.569, f1:0.478, mcc:0.003, total+:206, total-:144 @threshold:-0.310, sens:0.843, spec:0.479, ppv:0.335, acc:0.566, f1:0.479, mcc:0.003, total+:209, total-:141 @threshold:-0.311, sens:0.843, spec:0.476, ppv:0.333, acc:0.563, f1:0.478, mcc:0.003, total+:210, total-:140 @threshold:-0.315, sens:0.855, spec:0.476, ppv:0.336, acc:0.566, f1:0.483, mcc:0.003, total+:211, total-:139 @threshold:-0.317, sens:0.855, spec:0.464, ppv:0.332, acc:0.557, f1:0.478, mcc:0.003, total+:214, total-:136 @threshold:-0.320, sens:0.855, spec:0.461, ppv:0.330, acc:0.554, f1:0.477, mcc:0.003, total+:215, total-:135 @threshold:-0.339, sens:0.867, spec:0.423, ppv:0.319, acc:0.529, f1:0.466, mcc:0.003, total+:226, total-:124 @threshold:-0.342, sens:0.867, spec:0.419, ppv:0.317, acc:0.526, f1:0.465, mcc:0.003, total+:227, total-:123 @threshold:-0.347, sens:0.880, spec:0.416, ppv:0.319, acc:0.526, f1:0.468, mcc:0.003, total+:229, total-:121 @threshold:-0.349, sens:0.880, spec:0.412, ppv:0.317, acc:0.523, f1:0.466, mcc:0.003, total+:230, total-:120 @threshold:-0.355, sens:0.892, spec:0.404, ppv:0.318, acc:0.520, f1:0.468, mcc:0.003, total+:233, total-:117 @threshold:-0.358, sens:0.904, spec:0.401, ppv:0.319, acc:0.520, f1:0.472, mcc:0.003, total+:235, total-:115 @threshold:-0.422, sens:0.916, spec:0.333, ppv:0.299, acc:0.471, f1:0.451, mcc:0.002, total+:254, total-:96 @threshold:-0.424, sens:0.916, spec:0.330, ppv:0.298, acc:0.469, f1:0.450, mcc:0.002, total+:255, total-:95 @threshold:-0.452, sens:0.928, spec:0.292, ppv:0.289, acc:0.443, f1:0.441, mcc:0.002, total+:266, total-:84 @threshold:-0.458, sens:0.940, spec:0.288, ppv:0.291, acc:0.443, f1:0.444, mcc:0.002, total+:268, total-:82 @threshold:-0.462, sens:0.952, spec:0.288, ppv:0.294, acc:0.446, f1:0.449, mcc:0.002, total+:269, total-:81 @threshold:-0.477, sens:0.952, spec:0.285, ppv:0.293, acc:0.443, f1:0.448, mcc:0.002, total+:270, total-:80 @threshold:-0.500, sens:0.964, spec:0.258, ppv:0.288, acc:0.426, f1:0.443, mcc:0.002, total+:278, total-:72 @threshold:-0.507, sens:0.964, spec:0.255, ppv:0.287, acc:0.423, f1:0.442, mcc:0.002, total+:279, total-:71 @threshold:-0.527, sens:0.976, spec:0.247, ppv:0.287, acc:0.420, f1:0.444, mcc:0.002, total+:282, total-:68 @threshold:-0.536, sens:0.976, spec:0.243, ppv:0.286, acc:0.417, f1:0.443, mcc:0.002, total+:283, total-:67 @threshold:-1.243, sens:0.988, spec:0.004, ppv:0.236, acc:0.237, f1:0.381, mcc:-0.004, total+:348, total-:2 @threshold:-1.277, sens:0.988, spec:0.000, ppv:0.235, acc:0.234, f1:0.380, mcc:0.000, total+:349, total-:1 * Vital: Wt for Length ZScore-avg5to7 | coef 0.050 95% CI: [0.046 , 0.055] | OR_adj 1.052 [1.047 1.056] | occ: 1347 | OR_unadj: 1.778 [1.414 2.235] | indivs AUC:0.617 Correlated most with: MatDeliveryAge:-0.046 * Vital: Wt-avg1to3 | coef 0.050 95% CI: [0.047 , 0.053] | OR_adj 1.051 [1.048 1.055] | occ: 1388 | OR_unadj: 1.947 [1.549 2.448] | indivs AUC:0.580 Correlated most with: MatDeliveryAge:-0.017 * Vital: BMI-avg1to3 | coef 0.049 95% CI: [0.045 , 0.054] | OR_adj 1.051 [1.046 1.055] | occ: 1370 | OR_unadj: 1.693 [1.347 2.129] | indivs AUC:0.604 Correlated most with: MatDeliveryAge:0.015 * Vital: Wt-gain3to7 | coef 0.046 95% CI: [0.043 , 0.049] | OR_adj 1.047 [1.044 1.050] | occ: 1487 | OR_unadj: 1.284 [1.021 1.614] | indivs AUC:0.520 Correlated most with: MatDeliveryAge:-0.016 * Vital: Wt for Length ZScore-avg7to10 | coef 0.046 95% CI: [0.042 , 0.050] | OR_adj 1.047 [1.043 1.051] | occ: 1346 | OR_unadj: 2.147 [1.708 2.700] | indivs AUC:0.675 Correlated most with: MatDeliveryAge:-0.069 Vital: Wt-gain1to5 | coef 0.045 95% CI: [0.042 , 0.047] | OR_adj 1.046 [1.043 1.049] | occ: 1472 | OR_unadj: 0.993 [0.790 1.247] | indivs AUC:0.522 Correlated most with: MatDeliveryAge:0.025 * Vital: BMI-avg10to13 | coef 0.044 95% CI: [0.040 , 0.048] | OR_adj 1.045 [1.041 1.049] | occ: 1400 | OR_unadj: 2.301 [1.830 2.895] | indivs AUC:0.648 Correlated most with: MatDeliveryAge:-0.077 * Vital: Wt for Length ZScore-latest | coef 0.044 95% CI: [0.039 , 0.048] | OR_adj 1.045 [1.040 1.049] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.761 Correlated most with: MatDeliveryAge:-0.047 * Vital: BMI-avg7to10 | coef 0.043 95% CI: [0.040 , 0.046] | OR_adj 1.044 [1.041 1.047] | occ: 1342 | OR_unadj: 2.069 [1.645 2.602] | indivs AUC:0.677 Correlated most with: MatDeliveryAge:-0.062 * Vital: Wt for Length Zscore-avg10to13 | coef 0.041 95% CI: [0.037 , 0.044] | OR_adj 1.041 [1.038 1.045] | occ: 1403 | OR_unadj: 2.480 [1.970 3.122] | indivs AUC:0.670 Correlated most with: MatDeliveryAge:-0.078 Vital: Wt for Len Percentile-gain13to19 | coef 0.040 95% CI: [0.037 , 0.044] | OR_adj 1.041 [1.038 1.045] | occ: 1313 | OR_unadj: 0.996 [0.788 1.258] | indivs AUC:0.551 Correlated most with: MatDeliveryAge:-0.010 Vital: Ht-gain16to24 | coef 0.040 95% CI: [0.038 , 0.043] | OR_adj 1.041 [1.038 1.044] | occ: 1442 | OR_unadj: 0.985 [0.700 1.387] | indivs AUC:0.536 Correlated most with: MatDeliveryAge:-0.044 Vital: Ht-avg7to10 | coef 0.040 95% CI: [0.037 , 0.043] | OR_adj 1.041 [1.038 1.044] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.483 Correlated most with: MatDeliveryAge:0.014 * Vital: BMI-avg3to5 | coef 0.039 95% CI: [0.036 , 0.042] | OR_adj 1.039 [1.036 1.043] | occ: 1314 | OR_unadj: 1.808 [1.437 2.274] | indivs AUC:0.635 Correlated most with: MatDeliveryAge:-0.029 * Vital: BMI-latest | coef 0.037 95% CI: [0.034 , 0.040] | OR_adj 1.038 [1.035 1.041] | occ: 1672 | OR_unadj: 4.483 [3.496 5.747] | indivs AUC:0.731 Correlated most with: MatDeliveryAge:-0.053 Vital: HC-gain1to5 | coef 0.037 95% CI: [0.034 , 0.040] | OR_adj 1.038 [1.035 1.041] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.445 Correlated most with: MatDeliveryAge:-0.003 * Vital: Wt for Length ZScore-avg3to5 | coef 0.037 95% CI: [0.034 , 0.040] | OR_adj 1.038 [1.035 1.041] | occ: 1321 | OR_unadj: 1.681 [1.337 2.114] | indivs AUC:0.639 Correlated most with: MatDeliveryAge:-0.036 MatDeliveryAge | coef 0.037 95% CI: [0.034 , 0.039] | OR_adj 1.038 [1.035 1.040] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.529 Correlated most with: MatDeliveryAge:1.000 * Vital: BMI-avg16to19 | coef 0.033 95% CI: [0.030 , 0.036] | OR_adj 1.034 [1.031 1.037] | occ: 1293 | OR_unadj: 3.189 [2.527 4.025] | indivs AUC:0.723 Correlated most with: MatDeliveryAge:-0.057 * Vital: Wt for Length ZScore-avg16to19 | coef 0.031 95% CI: [0.028 , 0.034] | OR_adj 1.032 [1.029 1.035] | occ: 1292 | OR_unadj: 3.143 [2.490 3.966] | indivs AUC:0.718 Correlated most with: MatDeliveryAge:-0.071 * Vital: Wt-latest | coef 0.028 95% CI: [0.025 , 0.032] | OR_adj 1.029 [1.026 1.032] | occ: 1677 | OR_unadj: 4.020 [3.127 5.168] | indivs AUC:0.703 Correlated most with: MatDeliveryAge:0.008 * Vital: Wt-avg19to24 | coef 0.026 95% CI: [0.023 , 0.029] | OR_adj 1.026 [1.023 1.029] | occ: 1417 | OR_unadj: 4.067 [3.209 5.154] | indivs AUC:0.749 Correlated most with: MatDeliveryAge:-0.029 * Vital: BMI-avg19to24 | coef 0.024 95% CI: [0.022 , 0.026] | OR_adj 1.025 [1.023 1.027] | occ: 1397 | OR_unadj: 4.344 [3.423 5.512] | indivs AUC:0.762 Correlated most with: MatDeliveryAge:-0.039 * Vital: Wt for Len Percentile-avg10to13 | coef 0.024 95% CI: [0.022 , 0.027] | OR_adj 1.024 [1.022 1.027] | occ: 1404 | OR_unadj: 2.684 [2.131 3.381] | indivs AUC:0.669 Correlated most with: MatDeliveryAge:-0.077 * Vital: BMI-gain0to24 | coef 0.022 95% CI: [0.021 , 0.024] | OR_adj 1.023 [1.021 1.024] | occ: 1391 | OR_unadj: 4.247 [3.349 5.386] | indivs AUC:0.749 Correlated most with: MatDeliveryAge:-0.044 * Vital: Wt-gain0to24 | coef 0.021 95% CI: [0.019 , 0.022] | OR_adj 1.021 [1.019 1.022] | occ: 1411 | OR_unadj: 3.949 [3.118 5.001] | indivs AUC:0.735 Correlated most with: MatDeliveryAge:-0.034 * Vital: Wt for Len Percentile-avg16to19 | coef 0.016 95% CI: [0.014 , 0.018] | OR_adj 1.016 [1.014 1.018] | occ: 1294 | OR_unadj: 3.224 [2.551 4.073] | indivs AUC:0.735 Correlated most with: MatDeliveryAge:-0.089 * Vital: Wt for Len Percentile-latest | coef 0.009 95% CI: [0.008 , 0.010] | OR_adj 1.009 [1.008 1.010] | occ: 1601 | OR_unadj: 4.255 [3.294 5.497] | indivs AUC:0.751 Correlated most with: MatDeliveryAge:-0.064 Vital : 0.963053780514 MatDeliveryAge : 0.0369462194858 Time to run analysis 0:03:20.791124 Total Time elapsed 8:23:00.929920 ----------------------------------------------------- boys lasso_fts no_wt_bmi lasso regression Running batch 1 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 4, alpha = 0.001, R^2 train: 0.472, R^2 test: -0.648 Bootstrap CV 4, alpha = 0.005, R^2 train: 0.400, R^2 test: -0.300 Bootstrap CV 4, alpha = 0.01, R^2 train: 0.308, R^2 test: -0.197 Bootstrap CV 4, alpha = 0.1, R^2 train: 0.030, R^2 test: -0.028 best alpha via bootstrap CV: 0.1 AUC Train: 0.633, Explained Variance Score Train: 0.030 AUC Validation: 0.418, Explained Variance Score Validation: -0.026 AUC Test: 0.502, Explained Variance Score Test: -0.005 Bootstrap CV 8, alpha = 0.001, R^2 train: 0.539, R^2 test: -0.546 Bootstrap CV 8, alpha = 0.005, R^2 train: 0.461, R^2 test: -0.103 Bootstrap CV 8, alpha = 0.01, R^2 train: 0.389, R^2 test: 0.008 Bootstrap CV 8, alpha = 0.1, R^2 train: 0.007, R^2 test: 0.001 best alpha via bootstrap CV: 0.1 AUC Train: 0.564, Explained Variance Score Train: 0.007 AUC Validation: 0.487, Explained Variance Score Validation: 0.001 AUC Test: 0.479, Explained Variance Score Test: -0.000
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 9, alpha = 0.001, R^2 train: 0.521, R^2 test: -0.353 Bootstrap CV 9, alpha = 0.005, R^2 train: 0.467, R^2 test: -0.119 Bootstrap CV 9, alpha = 0.01, R^2 train: 0.396, R^2 test: -0.077 Bootstrap CV 9, alpha = 0.1, R^2 train: 0.006, R^2 test: -0.005 best alpha via bootstrap CV: 0.1 AUC Train: 0.597, Explained Variance Score Train: 0.006 AUC Validation: 0.500, Explained Variance Score Validation: -0.001 AUC Test: 0.461, Explained Variance Score Test: -0.001 Bootstrap CV 6, alpha = 0.001, R^2 train: 0.543, R^2 test: -2.585 Bootstrap CV 6, alpha = 0.005, R^2 train: 0.450, R^2 test: -0.906 Bootstrap CV 6, alpha = 0.01, R^2 train: 0.372, R^2 test: -0.449 Bootstrap CV 6, alpha = 0.1, R^2 train: 0.014, R^2 test: -0.031 best alpha via bootstrap CV: 0.1 AUC Train: 0.641, Explained Variance Score Train: 0.014 AUC Validation: 0.478, Explained Variance Score Validation: 0.008 AUC Test: 0.551, Explained Variance Score Test: 0.003 Bootstrap CV 2, alpha = 0.001, R^2 train: 0.534, R^2 test: -0.941 Bootstrap CV 2, alpha = 0.005, R^2 train: 0.463, R^2 test: -0.335 Bootstrap CV 2, alpha = 0.01, R^2 train: 0.378, R^2 test: -0.158 Bootstrap CV 2, alpha = 0.1, R^2 train: 0.000, R^2 test: -0.015 best alpha via bootstrap CV: 0.1 AUC Train: 0.500, Explained Variance Score Train: 0.000 AUC Validation: 0.500, Explained Variance Score Validation: 0.000 AUC Test: 0.500, Explained Variance Score Test: 0.000 Bootstrap CV 0, alpha = 0.001, R^2 train: 0.571, R^2 test: -1.584 Bootstrap CV 0, alpha = 0.005, R^2 train: 0.504, R^2 test: -0.628 Bootstrap CV 0, alpha = 0.01, R^2 train: 0.430, R^2 test: -0.317 Bootstrap CV 0, alpha = 0.1, R^2 train: 0.075, R^2 test: 0.024 best alpha via bootstrap CV: 0.1 AUC Train: 0.742, Explained Variance Score Train: 0.075 AUC Validation: 0.666, Explained Variance Score Validation: 0.026 AUC Test: 0.567, Explained Variance Score Test: 0.004 Bootstrap CV 12, alpha = 0.001, R^2 train: 0.570, R^2 test: -1.414 Bootstrap CV 12, alpha = 0.005, R^2 train: 0.491, R^2 test: -0.308 Bootstrap CV 12, alpha = 0.01, R^2 train: 0.391, R^2 test: -0.022 Bootstrap CV 12, alpha = 0.1, R^2 train: 0.079, R^2 test: 0.077 best alpha via bootstrap CV: 0.1 AUC Train: 0.717, Explained Variance Score Train: 0.079 AUC Validation: 0.737, Explained Variance Score Validation: 0.089 AUC Test: 0.609, Explained Variance Score Test: 0.026 Bootstrap CV 13, alpha = 0.001, R^2 train: 0.625, R^2 test: -0.693 Bootstrap CV 13, alpha = 0.005, R^2 train: 0.538, R^2 test: -0.221 Bootstrap CV 13, alpha = 0.01, R^2 train: 0.467, R^2 test: -0.136 Bootstrap CV 13, alpha = 0.1, R^2 train: 0.029, R^2 test: 0.019 best alpha via bootstrap CV: 0.1 AUC Train: 0.629, Explained Variance Score Train: 0.029 AUC Validation: 0.692, Explained Variance Score Validation: 0.023 AUC Test: 0.548, Explained Variance Score Test: 0.009 Bootstrap CV 11, alpha = 0.001, R^2 train: 0.556, R^2 test: -0.594 Bootstrap CV 11, alpha = 0.005, R^2 train: 0.469, R^2 test: -0.213 Bootstrap CV 11, alpha = 0.01, R^2 train: 0.364, R^2 test: -0.145 Bootstrap CV 11, alpha = 0.1, R^2 train: 0.025, R^2 test: -0.067 best alpha via bootstrap CV: 0.1 AUC Train: 0.641, Explained Variance Score Train: 0.025 AUC Validation: 0.618, Explained Variance Score Validation: 0.012 AUC Test: 0.621, Explained Variance Score Test: 0.014 Bootstrap CV 3, alpha = 0.001, R^2 train: 0.661, R^2 test: -1.661 Bootstrap CV 3, alpha = 0.005, R^2 train: 0.610, R^2 test: -0.863 Bootstrap CV 3, alpha = 0.01, R^2 train: 0.523, R^2 test: -0.480 Bootstrap CV 3, alpha = 0.1, R^2 train: 0.035, R^2 test: 0.013 best alpha via bootstrap CV: 0.1 AUC Train: 0.621, Explained Variance Score Train: 0.035 AUC Validation: 0.629, Explained Variance Score Validation: 0.026 AUC Test: 0.539, Explained Variance Score Test: 0.002 Bootstrap CV 14, alpha = 0.001, R^2 train: 0.542, R^2 test: -0.494 Bootstrap CV 14, alpha = 0.005, R^2 train: 0.485, R^2 test: -0.344 Bootstrap CV 14, alpha = 0.01, R^2 train: 0.418, R^2 test: -0.235 Bootstrap CV 14, alpha = 0.1, R^2 train: 0.070, R^2 test: -0.015 best alpha via bootstrap CV: 0.1 AUC Train: 0.677, Explained Variance Score Train: 0.070 AUC Validation: 0.551, Explained Variance Score Validation: -0.003 AUC Test: 0.619, Explained Variance Score Test: 0.034 Bootstrap CV 15, alpha = 0.001, R^2 train: 0.555, R^2 test: -1.292 Bootstrap CV 15, alpha = 0.005, R^2 train: 0.509, R^2 test: -0.522 Bootstrap CV 15, alpha = 0.01, R^2 train: 0.432, R^2 test: -0.198 Bootstrap CV 15, alpha = 0.1, R^2 train: 0.041, R^2 test: -0.077 best alpha via bootstrap CV: 0.1 AUC Train: 0.657, Explained Variance Score Train: 0.041 AUC Validation: 0.565, Explained Variance Score Validation: 0.004 AUC Test: 0.535, Explained Variance Score Test: -0.000 Bootstrap CV 7, alpha = 0.001, R^2 train: 0.596, R^2 test: -1.295 Bootstrap CV 7, alpha = 0.005, R^2 train: 0.516, R^2 test: -0.422 Bootstrap CV 7, alpha = 0.01, R^2 train: 0.418, R^2 test: -0.158 Bootstrap CV 7, alpha = 0.1, R^2 train: 0.009, R^2 test: -0.007 best alpha via bootstrap CV: 0.1 AUC Train: 0.549, Explained Variance Score Train: 0.009 AUC Validation: 0.517, Explained Variance Score Validation: 0.007 AUC Test: 0.491, Explained Variance Score Test: -0.004 Bootstrap CV 1, alpha = 0.001, R^2 train: 0.724, R^2 test: -1.644 Bootstrap CV 1, alpha = 0.005, R^2 train: 0.631, R^2 test: -0.849 Bootstrap CV 1, alpha = 0.01, R^2 train: 0.529, R^2 test: -0.470 Bootstrap CV 1, alpha = 0.1, R^2 train: 0.023, R^2 test: -0.018 best alpha via bootstrap CV: 0.1 AUC Train: 0.613, Explained Variance Score Train: 0.023 AUC Validation: 0.628, Explained Variance Score Validation: -0.011 AUC Test: 0.568, Explained Variance Score Test: 0.010 Bootstrap CV 5, alpha = 0.001, R^2 train: 0.534, R^2 test: -0.212 Bootstrap CV 5, alpha = 0.005, R^2 train: 0.475, R^2 test: -0.108 Bootstrap CV 5, alpha = 0.01, R^2 train: 0.388, R^2 test: -0.077 Bootstrap CV 5, alpha = 0.1, R^2 train: 0.055, R^2 test: -0.016 best alpha via bootstrap CV: 0.1 AUC Train: 0.628, Explained Variance Score Train: 0.055 AUC Validation: 0.552, Explained Variance Score Validation: -0.012 AUC Test: 0.465, Explained Variance Score Test: -0.034 Bootstrap CV 10, alpha = 0.001, R^2 train: 0.545, R^2 test: -0.863 Bootstrap CV 10, alpha = 0.005, R^2 train: 0.458, R^2 test: -0.392 Bootstrap CV 10, alpha = 0.01, R^2 train: 0.369, R^2 test: -0.213 Bootstrap CV 10, alpha = 0.1, R^2 train: 0.025, R^2 test: -0.003 best alpha via bootstrap CV: 0.1 AUC Train: 0.661, Explained Variance Score Train: 0.025 AUC Validation: 0.547, Explained Variance Score Validation: 0.004 AUC Test: 0.533, Explained Variance Score Test: 0.008 Running batch 2 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 23, alpha = 0.001, R^2 train: 0.662, R^2 test: -0.400 Bootstrap CV 23, alpha = 0.005, R^2 train: 0.600, R^2 test: -0.133 Bootstrap CV 23, alpha = 0.01, R^2 train: 0.504, R^2 test: -0.026 Bootstrap CV 23, alpha = 0.1, R^2 train: 0.067, R^2 test: -0.012 best alpha via bootstrap CV: 0.1 AUC Train: 0.650, Explained Variance Score Train: 0.067 AUC Validation: 0.510, Explained Variance Score Validation: -0.008 AUC Test: 0.525, Explained Variance Score Test: 0.002
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 18, alpha = 0.001, R^2 train: 0.489, R^2 test: -0.595 Bootstrap CV 18, alpha = 0.005, R^2 train: 0.413, R^2 test: -0.174 Bootstrap CV 18, alpha = 0.01, R^2 train: 0.337, R^2 test: -0.064 Bootstrap CV 18, alpha = 0.1, R^2 train: 0.000, R^2 test: -0.002 best alpha via bootstrap CV: 0.1 AUC Train: 0.500, Explained Variance Score Train: 0.000 AUC Validation: 0.500, Explained Variance Score Validation: -0.000 AUC Test: 0.500, Explained Variance Score Test: 0.000 Bootstrap CV 19, alpha = 0.001, R^2 train: 0.533, R^2 test: -0.584 Bootstrap CV 19, alpha = 0.005, R^2 train: 0.474, R^2 test: -0.276 Bootstrap CV 19, alpha = 0.01, R^2 train: 0.407, R^2 test: -0.105 Bootstrap CV 19, alpha = 0.1, R^2 train: 0.055, R^2 test: 0.000 best alpha via bootstrap CV: 0.1 AUC Train: 0.675, Explained Variance Score Train: 0.055 AUC Validation: 0.575, Explained Variance Score Validation: 0.000 AUC Test: 0.579, Explained Variance Score Test: 0.021 Bootstrap CV 16, alpha = 0.001, R^2 train: 0.557, R^2 test: -1.373 Bootstrap CV 16, alpha = 0.005, R^2 train: 0.496, R^2 test: -0.763 Bootstrap CV 16, alpha = 0.01, R^2 train: 0.431, R^2 test: -0.514 Bootstrap CV 16, alpha = 0.1, R^2 train: 0.060, R^2 test: -0.042 best alpha via bootstrap CV: 0.1 AUC Train: 0.611, Explained Variance Score Train: 0.060 AUC Validation: 0.508, Explained Variance Score Validation: -0.039 AUC Test: 0.607, Explained Variance Score Test: 0.025 Bootstrap CV 17, alpha = 0.001, R^2 train: 0.654, R^2 test: -0.739 Bootstrap CV 17, alpha = 0.005, R^2 train: 0.584, R^2 test: -0.468 Bootstrap CV 17, alpha = 0.01, R^2 train: 0.503, R^2 test: -0.271 Bootstrap CV 17, alpha = 0.1, R^2 train: 0.039, R^2 test: -0.010 best alpha via bootstrap CV: 0.1 AUC Train: 0.665, Explained Variance Score Train: 0.039 AUC Validation: 0.519, Explained Variance Score Validation: -0.009 AUC Test: 0.571, Explained Variance Score Test: 0.016 Bootstrap CV 20, alpha = 0.001, R^2 train: 0.687, R^2 test: -0.859 Bootstrap CV 20, alpha = 0.005, R^2 train: 0.629, R^2 test: -0.291 Bootstrap CV 20, alpha = 0.01, R^2 train: 0.532, R^2 test: -0.084 Bootstrap CV 20, alpha = 0.1, R^2 train: 0.046, R^2 test: -0.002 best alpha via bootstrap CV: 0.1 AUC Train: 0.630, Explained Variance Score Train: 0.046 AUC Validation: 0.549, Explained Variance Score Validation: -0.001 AUC Test: 0.526, Explained Variance Score Test: -0.001 Bootstrap CV 24, alpha = 0.001, R^2 train: 0.580, R^2 test: -0.929 Bootstrap CV 24, alpha = 0.005, R^2 train: 0.521, R^2 test: -0.451 Bootstrap CV 24, alpha = 0.01, R^2 train: 0.451, R^2 test: -0.225 Bootstrap CV 24, alpha = 0.1, R^2 train: 0.056, R^2 test: -0.041 best alpha via bootstrap CV: 0.1 AUC Train: 0.673, Explained Variance Score Train: 0.056 AUC Validation: 0.516, Explained Variance Score Validation: 0.012 AUC Test: 0.576, Explained Variance Score Test: 0.015 Bootstrap CV 29, alpha = 0.001, R^2 train: 0.662, R^2 test: -1.098 Bootstrap CV 29, alpha = 0.005, R^2 train: 0.592, R^2 test: -0.634 Bootstrap CV 29, alpha = 0.01, R^2 train: 0.505, R^2 test: -0.389 Bootstrap CV 29, alpha = 0.1, R^2 train: 0.048, R^2 test: 0.004 best alpha via bootstrap CV: 0.1 AUC Train: 0.749, Explained Variance Score Train: 0.048 AUC Validation: 0.585, Explained Variance Score Validation: 0.012 AUC Test: 0.577, Explained Variance Score Test: 0.013 Bootstrap CV 25, alpha = 0.001, R^2 train: 0.471, R^2 test: -0.638 Bootstrap CV 25, alpha = 0.005, R^2 train: 0.356, R^2 test: -0.184 Bootstrap CV 25, alpha = 0.01, R^2 train: 0.275, R^2 test: -0.111 Bootstrap CV 25, alpha = 0.1, R^2 train: 0.002, R^2 test: -0.031 best alpha via bootstrap CV: 0.1 AUC Train: 0.600, Explained Variance Score Train: 0.002 AUC Validation: 0.433, Explained Variance Score Validation: -0.001 AUC Test: 0.503, Explained Variance Score Test: -0.001 Bootstrap CV 21, alpha = 0.001, R^2 train: 0.535, R^2 test: -0.607 Bootstrap CV 21, alpha = 0.005, R^2 train: 0.472, R^2 test: -0.301 Bootstrap CV 21, alpha = 0.01, R^2 train: 0.372, R^2 test: -0.194 Bootstrap CV 21, alpha = 0.1, R^2 train: 0.031, R^2 test: -0.035 best alpha via bootstrap CV: 0.1 AUC Train: 0.625, Explained Variance Score Train: 0.031 AUC Validation: 0.485, Explained Variance Score Validation: -0.007 AUC Test: 0.474, Explained Variance Score Test: -0.015 Bootstrap CV 30, alpha = 0.001, R^2 train: 0.556, R^2 test: -1.606 Bootstrap CV 30, alpha = 0.005, R^2 train: 0.486, R^2 test: -0.574 Bootstrap CV 30, alpha = 0.01, R^2 train: 0.385, R^2 test: -0.181 Bootstrap CV 30, alpha = 0.1, R^2 train: 0.022, R^2 test: -0.032 best alpha via bootstrap CV: 0.1 AUC Train: 0.657, Explained Variance Score Train: 0.022 AUC Validation: 0.596, Explained Variance Score Validation: 0.017 AUC Test: 0.575, Explained Variance Score Test: 0.010 Bootstrap CV 22, alpha = 0.001, R^2 train: 0.607, R^2 test: -0.775 Bootstrap CV 22, alpha = 0.005, R^2 train: 0.550, R^2 test: -0.389 Bootstrap CV 22, alpha = 0.01, R^2 train: 0.459, R^2 test: -0.183 Bootstrap CV 22, alpha = 0.1, R^2 train: 0.046, R^2 test: 0.020 best alpha via bootstrap CV: 0.1 AUC Train: 0.700, Explained Variance Score Train: 0.046 AUC Validation: 0.638, Explained Variance Score Validation: 0.024 AUC Test: 0.587, Explained Variance Score Test: 0.020 Bootstrap CV 26, alpha = 0.001, R^2 train: 0.480, R^2 test: -0.827 Bootstrap CV 26, alpha = 0.005, R^2 train: 0.410, R^2 test: -0.428 Bootstrap CV 26, alpha = 0.01, R^2 train: 0.334, R^2 test: -0.245 Bootstrap CV 26, alpha = 0.1, R^2 train: 0.022, R^2 test: 0.010 best alpha via bootstrap CV: 0.1 AUC Train: 0.647, Explained Variance Score Train: 0.022 AUC Validation: 0.588, Explained Variance Score Validation: 0.011 AUC Test: 0.544, Explained Variance Score Test: 0.005 Bootstrap CV 31, alpha = 0.001, R^2 train: 0.498, R^2 test: -0.572 Bootstrap CV 31, alpha = 0.005, R^2 train: 0.441, R^2 test: -0.346 Bootstrap CV 31, alpha = 0.01, R^2 train: 0.380, R^2 test: -0.216 Bootstrap CV 31, alpha = 0.1, R^2 train: 0.012, R^2 test: -0.002 best alpha via bootstrap CV: 0.1 AUC Train: 0.674, Explained Variance Score Train: 0.012 AUC Validation: 0.474, Explained Variance Score Validation: -0.002 AUC Test: 0.579, Explained Variance Score Test: 0.005 Bootstrap CV 27, alpha = 0.001, R^2 train: 0.583, R^2 test: -1.093 Bootstrap CV 27, alpha = 0.005, R^2 train: 0.519, R^2 test: -0.572 Bootstrap CV 27, alpha = 0.01, R^2 train: 0.447, R^2 test: -0.290 Bootstrap CV 27, alpha = 0.1, R^2 train: 0.011, R^2 test: -0.007 best alpha via bootstrap CV: 0.1 AUC Train: 0.628, Explained Variance Score Train: 0.011 AUC Validation: 0.590, Explained Variance Score Validation: 0.010 AUC Test: 0.549, Explained Variance Score Test: 0.005 Bootstrap CV 28, alpha = 0.001, R^2 train: 0.583, R^2 test: -1.479 Bootstrap CV 28, alpha = 0.005, R^2 train: 0.508, R^2 test: -0.470 Bootstrap CV 28, alpha = 0.01, R^2 train: 0.431, R^2 test: -0.197 Bootstrap CV 28, alpha = 0.1, R^2 train: 0.043, R^2 test: -0.022 best alpha via bootstrap CV: 0.1 AUC Train: 0.652, Explained Variance Score Train: 0.043 AUC Validation: 0.568, Explained Variance Score Validation: 0.014 AUC Test: 0.465, Explained Variance Score Test: -0.019 Running batch 3 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 37, alpha = 0.001, R^2 train: 0.572, R^2 test: -1.197 Bootstrap CV 37, alpha = 0.005, R^2 train: 0.496, R^2 test: -0.410 Bootstrap CV 37, alpha = 0.01, R^2 train: 0.406, R^2 test: -0.130 Bootstrap CV 37, alpha = 0.1, R^2 train: 0.034, R^2 test: 0.002 best alpha via bootstrap CV: 0.1 AUC Train: 0.653, Explained Variance Score Train: 0.034 AUC Validation: 0.530, Explained Variance Score Validation: 0.008 AUC Test: 0.565, Explained Variance Score Test: 0.005
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 34, alpha = 0.001, R^2 train: 0.539, R^2 test: -0.488 Bootstrap CV 34, alpha = 0.005, R^2 train: 0.463, R^2 test: -0.116 Bootstrap CV 34, alpha = 0.01, R^2 train: 0.383, R^2 test: -0.024 Bootstrap CV 34, alpha = 0.1, R^2 train: 0.053, R^2 test: 0.038 best alpha via bootstrap CV: 0.1 AUC Train: 0.637, Explained Variance Score Train: 0.053 AUC Validation: 0.677, Explained Variance Score Validation: 0.041 AUC Test: 0.552, Explained Variance Score Test: 0.006 Bootstrap CV 36, alpha = 0.001, R^2 train: 0.578, R^2 test: -1.126 Bootstrap CV 36, alpha = 0.005, R^2 train: 0.481, R^2 test: -0.276 Bootstrap CV 36, alpha = 0.01, R^2 train: 0.375, R^2 test: -0.104 Bootstrap CV 36, alpha = 0.1, R^2 train: 0.001, R^2 test: -0.002 best alpha via bootstrap CV: 0.1 AUC Train: 0.506, Explained Variance Score Train: 0.001 AUC Validation: 0.499, Explained Variance Score Validation: -0.000 AUC Test: 0.505, Explained Variance Score Test: 0.000 Bootstrap CV 35, alpha = 0.001, R^2 train: 0.540, R^2 test: -0.541 Bootstrap CV 35, alpha = 0.005, R^2 train: 0.458, R^2 test: -0.172 Bootstrap CV 35, alpha = 0.01, R^2 train: 0.383, R^2 test: -0.077 Bootstrap CV 35, alpha = 0.1, R^2 train: 0.000, R^2 test: -0.007 best alpha via bootstrap CV: 0.1 AUC Train: 0.500, Explained Variance Score Train: 0.000 AUC Validation: 0.500, Explained Variance Score Validation: 0.000 AUC Test: 0.500, Explained Variance Score Test: 0.000 Bootstrap CV 45, alpha = 0.001, R^2 train: 0.670, R^2 test: -1.010 Bootstrap CV 45, alpha = 0.005, R^2 train: 0.600, R^2 test: -0.436 Bootstrap CV 45, alpha = 0.01, R^2 train: 0.524, R^2 test: -0.347 Bootstrap CV 45, alpha = 0.1, R^2 train: 0.083, R^2 test: -0.061 best alpha via bootstrap CV: 0.1 AUC Train: 0.712, Explained Variance Score Train: 0.083 AUC Validation: 0.523, Explained Variance Score Validation: -0.002 AUC Test: 0.565, Explained Variance Score Test: 0.005 Bootstrap CV 38, alpha = 0.001, R^2 train: 0.520, R^2 test: -0.955 Bootstrap CV 38, alpha = 0.005, R^2 train: 0.446, R^2 test: -0.266 Bootstrap CV 38, alpha = 0.01, R^2 train: 0.351, R^2 test: -0.082 Bootstrap CV 38, alpha = 0.1, R^2 train: 0.010, R^2 test: 0.000 best alpha via bootstrap CV: 0.1 AUC Train: 0.656, Explained Variance Score Train: 0.010 AUC Validation: 0.535, Explained Variance Score Validation: 0.000 AUC Test: 0.599, Explained Variance Score Test: 0.012 Bootstrap CV 43, alpha = 0.001, R^2 train: 0.562, R^2 test: -1.773 Bootstrap CV 43, alpha = 0.005, R^2 train: 0.483, R^2 test: -0.604 Bootstrap CV 43, alpha = 0.01, R^2 train: 0.382, R^2 test: -0.191 Bootstrap CV 43, alpha = 0.1, R^2 train: 0.016, R^2 test: -0.089 best alpha via bootstrap CV: 0.1 AUC Train: 0.610, Explained Variance Score Train: 0.016 AUC Validation: 0.627, Explained Variance Score Validation: 0.023 AUC Test: 0.521, Explained Variance Score Test: -0.001 Bootstrap CV 33, alpha = 0.001, R^2 train: 0.659, R^2 test: -1.382 Bootstrap CV 33, alpha = 0.005, R^2 train: 0.568, R^2 test: -0.843 Bootstrap CV 33, alpha = 0.01, R^2 train: 0.460, R^2 test: -0.538 Bootstrap CV 33, alpha = 0.1, R^2 train: 0.018, R^2 test: -0.004 best alpha via bootstrap CV: 0.1 AUC Train: 0.606, Explained Variance Score Train: 0.018 AUC Validation: 0.503, Explained Variance Score Validation: 0.004 AUC Test: 0.514, Explained Variance Score Test: 0.001 Bootstrap CV 39, alpha = 0.001, R^2 train: 0.601, R^2 test: -0.689 Bootstrap CV 39, alpha = 0.005, R^2 train: 0.537, R^2 test: -0.185 Bootstrap CV 39, alpha = 0.01, R^2 train: 0.440, R^2 test: -0.004 Bootstrap CV 39, alpha = 0.1, R^2 train: 0.026, R^2 test: 0.007 best alpha via bootstrap CV: 0.1 AUC Train: 0.609, Explained Variance Score Train: 0.026 AUC Validation: 0.556, Explained Variance Score Validation: 0.008 AUC Test: 0.515, Explained Variance Score Test: -0.000 Bootstrap CV 42, alpha = 0.001, R^2 train: 0.522, R^2 test: -1.528 Bootstrap CV 42, alpha = 0.005, R^2 train: 0.458, R^2 test: -0.587 Bootstrap CV 42, alpha = 0.01, R^2 train: 0.394, R^2 test: -0.331 Bootstrap CV 42, alpha = 0.1, R^2 train: 0.065, R^2 test: -0.096 best alpha via bootstrap CV: 0.1 AUC Train: 0.624, Explained Variance Score Train: 0.065 AUC Validation: 0.565, Explained Variance Score Validation: 0.054 AUC Test: 0.580, Explained Variance Score Test: 0.003 Bootstrap CV 40, alpha = 0.001, R^2 train: 0.461, R^2 test: -0.575 Bootstrap CV 40, alpha = 0.005, R^2 train: 0.398, R^2 test: -0.313 Bootstrap CV 40, alpha = 0.01, R^2 train: 0.294, R^2 test: -0.149 Bootstrap CV 40, alpha = 0.1, R^2 train: 0.004, R^2 test: -0.011 best alpha via bootstrap CV: 0.1 AUC Train: 0.551, Explained Variance Score Train: 0.004 AUC Validation: 0.544, Explained Variance Score Validation: 0.002 AUC Test: 0.505, Explained Variance Score Test: 0.000 Bootstrap CV 47, alpha = 0.001, R^2 train: 0.551, R^2 test: -0.781 Bootstrap CV 47, alpha = 0.005, R^2 train: 0.483, R^2 test: -0.179 Bootstrap CV 47, alpha = 0.01, R^2 train: 0.413, R^2 test: -0.023 Bootstrap CV 47, alpha = 0.1, R^2 train: 0.001, R^2 test: -0.001 best alpha via bootstrap CV: 0.1 AUC Train: 0.566, Explained Variance Score Train: 0.001 AUC Validation: 0.568, Explained Variance Score Validation: 0.001 AUC Test: 0.459, Explained Variance Score Test: -0.000 Bootstrap CV 46, alpha = 0.001, R^2 train: 0.585, R^2 test: -1.227 Bootstrap CV 46, alpha = 0.005, R^2 train: 0.513, R^2 test: -0.593 Bootstrap CV 46, alpha = 0.01, R^2 train: 0.412, R^2 test: -0.324 Bootstrap CV 46, alpha = 0.1, R^2 train: 0.018, R^2 test: -0.005 best alpha via bootstrap CV: 0.1 AUC Train: 0.543, Explained Variance Score Train: 0.018 AUC Validation: 0.606, Explained Variance Score Validation: 0.004 AUC Test: 0.523, Explained Variance Score Test: 0.000 Bootstrap CV 41, alpha = 0.001, R^2 train: 0.645, R^2 test: -1.694 Bootstrap CV 41, alpha = 0.005, R^2 train: 0.564, R^2 test: -0.657 Bootstrap CV 41, alpha = 0.01, R^2 train: 0.476, R^2 test: -0.407 Bootstrap CV 41, alpha = 0.1, R^2 train: 0.084, R^2 test: -0.044 best alpha via bootstrap CV: 0.1 AUC Train: 0.731, Explained Variance Score Train: 0.084 AUC Validation: 0.461, Explained Variance Score Validation: -0.014 AUC Test: 0.549, Explained Variance Score Test: 0.007 Bootstrap CV 44, alpha = 0.001, R^2 train: 0.705, R^2 test: -2.102 Bootstrap CV 44, alpha = 0.005, R^2 train: 0.642, R^2 test: -1.113 Bootstrap CV 44, alpha = 0.01, R^2 train: 0.577, R^2 test: -0.631 Bootstrap CV 44, alpha = 0.1, R^2 train: 0.130, R^2 test: 0.019 best alpha via bootstrap CV: 0.1 AUC Train: 0.630, Explained Variance Score Train: 0.130 AUC Validation: 0.612, Explained Variance Score Validation: 0.019 AUC Test: 0.593, Explained Variance Score Test: 0.016 Bootstrap CV 32, alpha = 0.001, R^2 train: 0.602, R^2 test: -0.849 Bootstrap CV 32, alpha = 0.005, R^2 train: 0.505, R^2 test: -0.429 Bootstrap CV 32, alpha = 0.01, R^2 train: 0.391, R^2 test: -0.195 Bootstrap CV 32, alpha = 0.1, R^2 train: 0.032, R^2 test: -0.026 best alpha via bootstrap CV: 0.1 AUC Train: 0.685, Explained Variance Score Train: 0.032 AUC Validation: 0.527, Explained Variance Score Validation: 0.013 AUC Test: 0.527, Explained Variance Score Test: 0.006 Running batch 4 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 49, alpha = 0.001, R^2 train: 0.594, R^2 test: -0.386 Bootstrap CV 49, alpha = 0.005, R^2 train: 0.540, R^2 test: -0.198 Bootstrap CV 49, alpha = 0.01, R^2 train: 0.471, R^2 test: -0.140 Bootstrap CV 49, alpha = 0.1, R^2 train: 0.036, R^2 test: -0.020 best alpha via bootstrap CV: 0.1 AUC Train: 0.658, Explained Variance Score Train: 0.036 AUC Validation: 0.478, Explained Variance Score Validation: -0.008 AUC Test: 0.547, Explained Variance Score Test: -0.000
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 61, alpha = 0.001, R^2 train: 0.589, R^2 test: -1.180 Bootstrap CV 61, alpha = 0.005, R^2 train: 0.522, R^2 test: -0.460 Bootstrap CV 61, alpha = 0.01, R^2 train: 0.446, R^2 test: -0.234 Bootstrap CV 61, alpha = 0.1, R^2 train: 0.019, R^2 test: -0.041 best alpha via bootstrap CV: 0.1 AUC Train: 0.569, Explained Variance Score Train: 0.019 AUC Validation: 0.471, Explained Variance Score Validation: -0.016 AUC Test: 0.495, Explained Variance Score Test: -0.007 Bootstrap CV 50, alpha = 0.001, R^2 train: 0.528, R^2 test: -0.962 Bootstrap CV 50, alpha = 0.005, R^2 train: 0.467, R^2 test: -0.541 Bootstrap CV 50, alpha = 0.01, R^2 train: 0.390, R^2 test: -0.311 Bootstrap CV 50, alpha = 0.1, R^2 train: 0.019, R^2 test: -0.032 best alpha via bootstrap CV: 0.1 AUC Train: 0.606, Explained Variance Score Train: 0.019 AUC Validation: 0.472, Explained Variance Score Validation: -0.007 AUC Test: 0.527, Explained Variance Score Test: -0.010 Bootstrap CV 52, alpha = 0.001, R^2 train: 0.494, R^2 test: -0.700 Bootstrap CV 52, alpha = 0.005, R^2 train: 0.430, R^2 test: -0.465 Bootstrap CV 52, alpha = 0.01, R^2 train: 0.358, R^2 test: -0.355 Bootstrap CV 52, alpha = 0.1, R^2 train: 0.055, R^2 test: -0.016 best alpha via bootstrap CV: 0.1 AUC Train: 0.672, Explained Variance Score Train: 0.055 AUC Validation: 0.501, Explained Variance Score Validation: -0.005 AUC Test: 0.567, Explained Variance Score Test: -0.004 Bootstrap CV 60, alpha = 0.001, R^2 train: 0.595, R^2 test: -0.878 Bootstrap CV 60, alpha = 0.005, R^2 train: 0.521, R^2 test: -0.528 Bootstrap CV 60, alpha = 0.01, R^2 train: 0.455, R^2 test: -0.355 Bootstrap CV 60, alpha = 0.1, R^2 train: 0.024, R^2 test: -0.012 best alpha via bootstrap CV: 0.1 AUC Train: 0.650, Explained Variance Score Train: 0.024 AUC Validation: 0.412, Explained Variance Score Validation: -0.012 AUC Test: 0.503, Explained Variance Score Test: -0.001 Bootstrap CV 48, alpha = 0.001, R^2 train: 0.498, R^2 test: -0.680 Bootstrap CV 48, alpha = 0.005, R^2 train: 0.434, R^2 test: -0.375 Bootstrap CV 48, alpha = 0.01, R^2 train: 0.352, R^2 test: -0.228 Bootstrap CV 48, alpha = 0.1, R^2 train: 0.012, R^2 test: -0.007 best alpha via bootstrap CV: 0.1 AUC Train: 0.544, Explained Variance Score Train: 0.012 AUC Validation: 0.480, Explained Variance Score Validation: 0.003 AUC Test: 0.588, Explained Variance Score Test: 0.008 Bootstrap CV 62, alpha = 0.001, R^2 train: 0.579, R^2 test: -0.641 Bootstrap CV 62, alpha = 0.005, R^2 train: 0.526, R^2 test: -0.345 Bootstrap CV 62, alpha = 0.01, R^2 train: 0.468, R^2 test: -0.241 Bootstrap CV 62, alpha = 0.1, R^2 train: 0.083, R^2 test: -0.014 best alpha via bootstrap CV: 0.1 AUC Train: 0.722, Explained Variance Score Train: 0.083 AUC Validation: 0.510, Explained Variance Score Validation: -0.011 AUC Test: 0.540, Explained Variance Score Test: 0.003 Bootstrap CV 57, alpha = 0.001, R^2 train: 0.582, R^2 test: -2.286 Bootstrap CV 57, alpha = 0.005, R^2 train: 0.519, R^2 test: -1.080 Bootstrap CV 57, alpha = 0.01, R^2 train: 0.431, R^2 test: -0.597 Bootstrap CV 57, alpha = 0.1, R^2 train: 0.018, R^2 test: -0.053 best alpha via bootstrap CV: 0.1 AUC Train: 0.547, Explained Variance Score Train: 0.018 AUC Validation: 0.566, Explained Variance Score Validation: -0.005 AUC Test: 0.448, Explained Variance Score Test: -0.014 Bootstrap CV 63, alpha = 0.001, R^2 train: 0.556, R^2 test: -1.780 Bootstrap CV 63, alpha = 0.005, R^2 train: 0.496, R^2 test: -0.808 Bootstrap CV 63, alpha = 0.01, R^2 train: 0.405, R^2 test: -0.502 Bootstrap CV 63, alpha = 0.1, R^2 train: 0.019, R^2 test: -0.023 best alpha via bootstrap CV: 0.1 AUC Train: 0.611, Explained Variance Score Train: 0.019 AUC Validation: 0.446, Explained Variance Score Validation: -0.004 AUC Test: 0.514, Explained Variance Score Test: -0.004 Bootstrap CV 56, alpha = 0.001, R^2 train: 0.552, R^2 test: -1.391 Bootstrap CV 56, alpha = 0.005, R^2 train: 0.500, R^2 test: -0.614 Bootstrap CV 56, alpha = 0.01, R^2 train: 0.422, R^2 test: -0.258 Bootstrap CV 56, alpha = 0.1, R^2 train: 0.066, R^2 test: -0.006 best alpha via bootstrap CV: 0.1 AUC Train: 0.688, Explained Variance Score Train: 0.066 AUC Validation: 0.556, Explained Variance Score Validation: -0.005 AUC Test: 0.603, Explained Variance Score Test: 0.030 Bootstrap CV 51, alpha = 0.001, R^2 train: 0.673, R^2 test: -0.654 Bootstrap CV 51, alpha = 0.005, R^2 train: 0.619, R^2 test: -0.396 Bootstrap CV 51, alpha = 0.01, R^2 train: 0.543, R^2 test: -0.244 Bootstrap CV 51, alpha = 0.1, R^2 train: 0.061, R^2 test: -0.048 best alpha via bootstrap CV: 0.1 AUC Train: 0.722, Explained Variance Score Train: 0.061 AUC Validation: 0.434, Explained Variance Score Validation: -0.048 AUC Test: 0.535, Explained Variance Score Test: 0.007 Bootstrap CV 54, alpha = 0.001, R^2 train: 0.628, R^2 test: -0.839 Bootstrap CV 54, alpha = 0.005, R^2 train: 0.578, R^2 test: -0.560 Bootstrap CV 54, alpha = 0.01, R^2 train: 0.519, R^2 test: -0.392 Bootstrap CV 54, alpha = 0.1, R^2 train: 0.067, R^2 test: -0.048 best alpha via bootstrap CV: 0.1 AUC Train: 0.599, Explained Variance Score Train: 0.067 AUC Validation: 0.468, Explained Variance Score Validation: -0.047 AUC Test: 0.506, Explained Variance Score Test: -0.008 Bootstrap CV 55, alpha = 0.001, R^2 train: 0.537, R^2 test: -0.831 Bootstrap CV 55, alpha = 0.005, R^2 train: 0.472, R^2 test: -0.394 Bootstrap CV 55, alpha = 0.01, R^2 train: 0.395, R^2 test: -0.221 Bootstrap CV 55, alpha = 0.1, R^2 train: 0.037, R^2 test: -0.007 best alpha via bootstrap CV: 0.1 AUC Train: 0.643, Explained Variance Score Train: 0.037 AUC Validation: 0.513, Explained Variance Score Validation: 0.003 AUC Test: 0.574, Explained Variance Score Test: 0.002 Bootstrap CV 58, alpha = 0.001, R^2 train: 0.555, R^2 test: -0.583 Bootstrap CV 58, alpha = 0.005, R^2 train: 0.471, R^2 test: -0.228 Bootstrap CV 58, alpha = 0.01, R^2 train: 0.385, R^2 test: -0.090 Bootstrap CV 58, alpha = 0.1, R^2 train: 0.000, R^2 test: -0.002 best alpha via bootstrap CV: 0.1 AUC Train: 0.500, Explained Variance Score Train: 0.000 AUC Validation: 0.500, Explained Variance Score Validation: 0.000 AUC Test: 0.500, Explained Variance Score Test: 0.000 Bootstrap CV 53, alpha = 0.001, R^2 train: 0.601, R^2 test: -0.725 Bootstrap CV 53, alpha = 0.005, R^2 train: 0.550, R^2 test: -0.430 Bootstrap CV 53, alpha = 0.01, R^2 train: 0.475, R^2 test: -0.261 Bootstrap CV 53, alpha = 0.1, R^2 train: 0.046, R^2 test: -0.042 best alpha via bootstrap CV: 0.1 AUC Train: 0.655, Explained Variance Score Train: 0.046 AUC Validation: 0.491, Explained Variance Score Validation: -0.027 AUC Test: 0.490, Explained Variance Score Test: -0.017 Bootstrap CV 59, alpha = 0.001, R^2 train: 0.486, R^2 test: -0.926 Bootstrap CV 59, alpha = 0.005, R^2 train: 0.423, R^2 test: -0.555 Bootstrap CV 59, alpha = 0.01, R^2 train: 0.343, R^2 test: -0.382 Bootstrap CV 59, alpha = 0.1, R^2 train: 0.012, R^2 test: -0.042 best alpha via bootstrap CV: 0.1 AUC Train: 0.658, Explained Variance Score Train: 0.012 AUC Validation: 0.431, Explained Variance Score Validation: -0.004 AUC Test: 0.528, Explained Variance Score Test: 0.002 Running batch 5 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 73, alpha = 0.001, R^2 train: 0.539, R^2 test: -0.254 Bootstrap CV 73, alpha = 0.005, R^2 train: 0.487, R^2 test: -0.058 Bootstrap CV 73, alpha = 0.01, R^2 train: 0.420, R^2 test: -0.018 Bootstrap CV 73, alpha = 0.1, R^2 train: 0.038, R^2 test: -0.012 best alpha via bootstrap CV: 0.1 AUC Train: 0.626, Explained Variance Score Train: 0.038 AUC Validation: 0.508, Explained Variance Score Validation: -0.010 AUC Test: 0.535, Explained Variance Score Test: 0.009 Bootstrap CV 69, alpha = 0.001, R^2 train: 0.628, R^2 test: -0.469 Bootstrap CV 69, alpha = 0.005, R^2 train: 0.574, R^2 test: -0.188 Bootstrap CV 69, alpha = 0.01, R^2 train: 0.494, R^2 test: -0.087 Bootstrap CV 69, alpha = 0.1, R^2 train: 0.027, R^2 test: 0.003 best alpha via bootstrap CV: 0.1 AUC Train: 0.706, Explained Variance Score Train: 0.027 AUC Validation: 0.599, Explained Variance Score Validation: 0.003 AUC Test: 0.541, Explained Variance Score Test: 0.005 Bootstrap CV 66, alpha = 0.001, R^2 train: 0.660, R^2 test: -1.493 Bootstrap CV 66, alpha = 0.005, R^2 train: 0.584, R^2 test: -0.598 Bootstrap CV 66, alpha = 0.01, R^2 train: 0.466, R^2 test: -0.194 Bootstrap CV 66, alpha = 0.1, R^2 train: 0.005, R^2 test: -0.020 best alpha via bootstrap CV: 0.1 AUC Train: 0.673, Explained Variance Score Train: 0.005 AUC Validation: 0.469, Explained Variance Score Validation: -0.001 AUC Test: 0.601, Explained Variance Score Test: 0.004 Bootstrap CV 71, alpha = 0.001, R^2 train: 0.516, R^2 test: -0.503 Bootstrap CV 71, alpha = 0.005, R^2 train: 0.457, R^2 test: -0.191 Bootstrap CV 71, alpha = 0.01, R^2 train: 0.386, R^2 test: -0.033 Bootstrap CV 71, alpha = 0.1, R^2 train: 0.041, R^2 test: -0.007 best alpha via bootstrap CV: 0.1 AUC Train: 0.648, Explained Variance Score Train: 0.041 AUC Validation: 0.497, Explained Variance Score Validation: 0.003 AUC Test: 0.548, Explained Variance Score Test: 0.006 Bootstrap CV 72, alpha = 0.001, R^2 train: 0.544, R^2 test: -0.231 Bootstrap CV 72, alpha = 0.005, R^2 train: 0.474, R^2 test: -0.042 Bootstrap CV 72, alpha = 0.01, R^2 train: 0.394, R^2 test: 0.018 Bootstrap CV 72, alpha = 0.1, R^2 train: 0.001, R^2 test: -0.025 best alpha via bootstrap CV: 0.1 AUC Train: 0.596, Explained Variance Score Train: 0.001 AUC Validation: 0.562, Explained Variance Score Validation: 0.001 AUC Test: 0.563, Explained Variance Score Test: 0.000 Bootstrap CV 76, alpha = 0.001, R^2 train: 0.614, R^2 test: -0.510 Bootstrap CV 76, alpha = 0.005, R^2 train: 0.555, R^2 test: -0.090 Bootstrap CV 76, alpha = 0.01, R^2 train: 0.473, R^2 test: 0.053 Bootstrap CV 76, alpha = 0.1, R^2 train: 0.048, R^2 test: 0.038 best alpha via bootstrap CV: 0.1 AUC Train: 0.631, Explained Variance Score Train: 0.048 AUC Validation: 0.630, Explained Variance Score Validation: 0.038 AUC Test: 0.559, Explained Variance Score Test: 0.011 Bootstrap CV 77, alpha = 0.001, R^2 train: 0.648, R^2 test: -0.537 Bootstrap CV 77, alpha = 0.005, R^2 train: 0.578, R^2 test: -0.045 Bootstrap CV 77, alpha = 0.01, R^2 train: 0.488, R^2 test: 0.033 Bootstrap CV 77, alpha = 0.1, R^2 train: 0.020, R^2 test: 0.009 best alpha via bootstrap CV: 0.1 AUC Train: 0.670, Explained Variance Score Train: 0.020 AUC Validation: 0.552, Explained Variance Score Validation: 0.010 AUC Test: 0.506, Explained Variance Score Test: 0.003 Bootstrap CV 79, alpha = 0.001, R^2 train: 0.539, R^2 test: -0.961 Bootstrap CV 79, alpha = 0.005, R^2 train: 0.492, R^2 test: -0.373 Bootstrap CV 79, alpha = 0.01, R^2 train: 0.416, R^2 test: -0.159 Bootstrap CV 79, alpha = 0.1, R^2 train: 0.006, R^2 test: 0.005 best alpha via bootstrap CV: 0.1 AUC Train: 0.505, Explained Variance Score Train: 0.006 AUC Validation: 0.525, Explained Variance Score Validation: 0.005 AUC Test: 0.536, Explained Variance Score Test: -0.002 Bootstrap CV 65, alpha = 0.001, R^2 train: 0.612, R^2 test: -1.361 Bootstrap CV 65, alpha = 0.005, R^2 train: 0.563, R^2 test: -0.889 Bootstrap CV 65, alpha = 0.01, R^2 train: 0.489, R^2 test: -0.636 Bootstrap CV 65, alpha = 0.1, R^2 train: 0.022, R^2 test: -0.009 best alpha via bootstrap CV: 0.1 AUC Train: 0.621, Explained Variance Score Train: 0.022 AUC Validation: 0.521, Explained Variance Score Validation: 0.011 AUC Test: 0.558, Explained Variance Score Test: -0.002 Bootstrap CV 64, alpha = 0.001, R^2 train: 0.573, R^2 test: -0.555 Bootstrap CV 64, alpha = 0.005, R^2 train: 0.482, R^2 test: -0.154 Bootstrap CV 64, alpha = 0.01, R^2 train: 0.393, R^2 test: -0.037 Bootstrap CV 64, alpha = 0.1, R^2 train: 0.037, R^2 test: -0.053 best alpha via bootstrap CV: 0.1 AUC Train: 0.689, Explained Variance Score Train: 0.037 AUC Validation: 0.517, Explained Variance Score Validation: 0.011 AUC Test: 0.429, Explained Variance Score Test: -0.024 Bootstrap CV 70, alpha = 0.001, R^2 train: 0.621, R^2 test: -0.493 Bootstrap CV 70, alpha = 0.005, R^2 train: 0.551, R^2 test: -0.231 Bootstrap CV 70, alpha = 0.01, R^2 train: 0.456, R^2 test: -0.157 Bootstrap CV 70, alpha = 0.1, R^2 train: 0.071, R^2 test: -0.008 best alpha via bootstrap CV: 0.1 AUC Train: 0.751, Explained Variance Score Train: 0.071 AUC Validation: 0.504, Explained Variance Score Validation: -0.006 AUC Test: 0.544, Explained Variance Score Test: 0.011 Bootstrap CV 67, alpha = 0.001, R^2 train: 0.559, R^2 test: -0.978 Bootstrap CV 67, alpha = 0.005, R^2 train: 0.479, R^2 test: -0.471 Bootstrap CV 67, alpha = 0.01, R^2 train: 0.374, R^2 test: -0.319 Bootstrap CV 67, alpha = 0.1, R^2 train: 0.019, R^2 test: -0.017 best alpha via bootstrap CV: 0.01 AUC Train: 0.846, Explained Variance Score Train: 0.374 AUC Validation: 0.397, Explained Variance Score Validation: -0.316 AUC Test: 0.619, Explained Variance Score Test: 0.020 Bootstrap CV 74, alpha = 0.001, R^2 train: 0.570, R^2 test: -1.019 Bootstrap CV 74, alpha = 0.005, R^2 train: 0.514, R^2 test: -0.473 Bootstrap CV 74, alpha = 0.01, R^2 train: 0.440, R^2 test: -0.265 Bootstrap CV 74, alpha = 0.1, R^2 train: 0.046, R^2 test: 0.020 best alpha via bootstrap CV: 0.1 AUC Train: 0.654, Explained Variance Score Train: 0.046 AUC Validation: 0.559, Explained Variance Score Validation: 0.020 AUC Test: 0.509, Explained Variance Score Test: -0.004 Bootstrap CV 75, alpha = 0.001, R^2 train: 0.654, R^2 test: -1.721 Bootstrap CV 75, alpha = 0.005, R^2 train: 0.608, R^2 test: -1.000 Bootstrap CV 75, alpha = 0.01, R^2 train: 0.537, R^2 test: -0.593 Bootstrap CV 75, alpha = 0.1, R^2 train: 0.080, R^2 test: 0.004 best alpha via bootstrap CV: 0.1 AUC Train: 0.712, Explained Variance Score Train: 0.080 AUC Validation: 0.615, Explained Variance Score Validation: 0.016 AUC Test: 0.584, Explained Variance Score Test: 0.021 Bootstrap CV 68, alpha = 0.001, R^2 train: 0.475, R^2 test: -0.538 Bootstrap CV 68, alpha = 0.005, R^2 train: 0.417, R^2 test: -0.236 Bootstrap CV 68, alpha = 0.01, R^2 train: 0.327, R^2 test: -0.084 Bootstrap CV 68, alpha = 0.1, R^2 train: 0.012, R^2 test: 0.013 best alpha via bootstrap CV: 0.1 AUC Train: 0.536, Explained Variance Score Train: 0.012 AUC Validation: 0.626, Explained Variance Score Validation: 0.013 AUC Test: 0.570, Explained Variance Score Test: 0.008 Bootstrap CV 78, alpha = 0.001, R^2 train: 0.608, R^2 test: -0.514 Bootstrap CV 78, alpha = 0.005, R^2 train: 0.546, R^2 test: -0.294 Bootstrap CV 78, alpha = 0.01, R^2 train: 0.469, R^2 test: -0.201 Bootstrap CV 78, alpha = 0.1, R^2 train: 0.049, R^2 test: -0.000 best alpha via bootstrap CV: 0.1 AUC Train: 0.584, Explained Variance Score Train: 0.049 AUC Validation: 0.491, Explained Variance Score Validation: 0.010 AUC Test: 0.452, Explained Variance Score Test: -0.015 Running batch 6 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 91, alpha = 0.001, R^2 train: 0.528, R^2 test: -0.758 Bootstrap CV 91, alpha = 0.005, R^2 train: 0.464, R^2 test: -0.341 Bootstrap CV 91, alpha = 0.01, R^2 train: 0.372, R^2 test: -0.147 Bootstrap CV 91, alpha = 0.1, R^2 train: 0.014, R^2 test: 0.002 best alpha via bootstrap CV: 0.1 AUC Train: 0.649, Explained Variance Score Train: 0.014 AUC Validation: 0.532, Explained Variance Score Validation: 0.006 AUC Test: 0.501, Explained Variance Score Test: 0.001 Bootstrap CV 80, alpha = 0.001, R^2 train: 0.533, R^2 test: -0.974 Bootstrap CV 80, alpha = 0.005, R^2 train: 0.473, R^2 test: -0.386 Bootstrap CV 80, alpha = 0.01, R^2 train: 0.405, R^2 test: -0.206 Bootstrap CV 80, alpha = 0.1, R^2 train: 0.034, R^2 test: -0.002 best alpha via bootstrap CV: 0.1 AUC Train: 0.635, Explained Variance Score Train: 0.034 AUC Validation: 0.511, Explained Variance Score Validation: 0.008 AUC Test: 0.474, Explained Variance Score Test: -0.015 Bootstrap CV 84, alpha = 0.001, R^2 train: 0.501, R^2 test: -0.352 Bootstrap CV 84, alpha = 0.005, R^2 train: 0.450, R^2 test: -0.078 Bootstrap CV 84, alpha = 0.01, R^2 train: 0.375, R^2 test: 0.005 Bootstrap CV 84, alpha = 0.1, R^2 train: 0.052, R^2 test: -0.004 best alpha via bootstrap CV: 0.1 AUC Train: 0.689, Explained Variance Score Train: 0.052 AUC Validation: 0.542, Explained Variance Score Validation: -0.003 AUC Test: 0.549, Explained Variance Score Test: 0.005 Bootstrap CV 92, alpha = 0.001, R^2 train: 0.600, R^2 test: -0.450 Bootstrap CV 92, alpha = 0.005, R^2 train: 0.547, R^2 test: -0.167 Bootstrap CV 92, alpha = 0.01, R^2 train: 0.474, R^2 test: -0.091 Bootstrap CV 92, alpha = 0.1, R^2 train: 0.044, R^2 test: -0.004 best alpha via bootstrap CV: 0.1 AUC Train: 0.666, Explained Variance Score Train: 0.044 AUC Validation: 0.644, Explained Variance Score Validation: 0.009 AUC Test: 0.581, Explained Variance Score Test: 0.013 Bootstrap CV 89, alpha = 0.001, R^2 train: 0.672, R^2 test: -2.285 Bootstrap CV 89, alpha = 0.005, R^2 train: 0.617, R^2 test: -1.134 Bootstrap CV 89, alpha = 0.01, R^2 train: 0.535, R^2 test: -0.754 Bootstrap CV 89, alpha = 0.1, R^2 train: 0.083, R^2 test: -0.068 best alpha via bootstrap CV: 0.1 AUC Train: 0.620, Explained Variance Score Train: 0.083 AUC Validation: 0.530, Explained Variance Score Validation: -0.017 AUC Test: 0.578, Explained Variance Score Test: 0.025 Bootstrap CV 81, alpha = 0.001, R^2 train: 0.627, R^2 test: -1.096 Bootstrap CV 81, alpha = 0.005, R^2 train: 0.561, R^2 test: -0.611 Bootstrap CV 81, alpha = 0.01, R^2 train: 0.490, R^2 test: -0.464 Bootstrap CV 81, alpha = 0.1, R^2 train: 0.040, R^2 test: -0.017 best alpha via bootstrap CV: 0.1 AUC Train: 0.721, Explained Variance Score Train: 0.040 AUC Validation: 0.441, Explained Variance Score Validation: -0.017 AUC Test: 0.537, Explained Variance Score Test: 0.010 Bootstrap CV 87, alpha = 0.001, R^2 train: 0.507, R^2 test: -0.230 Bootstrap CV 87, alpha = 0.005, R^2 train: 0.428, R^2 test: -0.033 Bootstrap CV 87, alpha = 0.01, R^2 train: 0.351, R^2 test: -0.034 Bootstrap CV 87, alpha = 0.1, R^2 train: 0.038, R^2 test: -0.006 best alpha via bootstrap CV: 0.1 AUC Train: 0.661, Explained Variance Score Train: 0.038 AUC Validation: 0.502, Explained Variance Score Validation: 0.001 AUC Test: 0.485, Explained Variance Score Test: -0.021 Bootstrap CV 90, alpha = 0.001, R^2 train: 0.646, R^2 test: -1.062 Bootstrap CV 90, alpha = 0.005, R^2 train: 0.595, R^2 test: -0.658 Bootstrap CV 90, alpha = 0.01, R^2 train: 0.504, R^2 test: -0.356 Bootstrap CV 90, alpha = 0.1, R^2 train: 0.035, R^2 test: -0.038 best alpha via bootstrap CV: 0.1 AUC Train: 0.669, Explained Variance Score Train: 0.035 AUC Validation: 0.580, Explained Variance Score Validation: 0.013 AUC Test: 0.516, Explained Variance Score Test: 0.009 Bootstrap CV 82, alpha = 0.001, R^2 train: 0.524, R^2 test: -1.111 Bootstrap CV 82, alpha = 0.005, R^2 train: 0.461, R^2 test: -0.542 Bootstrap CV 82, alpha = 0.01, R^2 train: 0.381, R^2 test: -0.234 Bootstrap CV 82, alpha = 0.1, R^2 train: 0.023, R^2 test: -0.001 best alpha via bootstrap CV: 0.1 AUC Train: 0.645, Explained Variance Score Train: 0.023 AUC Validation: 0.608, Explained Variance Score Validation: -0.001 AUC Test: 0.628, Explained Variance Score Test: 0.021 Bootstrap CV 95, alpha = 0.001, R^2 train: 0.480, R^2 test: -0.831 Bootstrap CV 95, alpha = 0.005, R^2 train: 0.425, R^2 test: -0.274 Bootstrap CV 95, alpha = 0.01, R^2 train: 0.339, R^2 test: -0.077 Bootstrap CV 95, alpha = 0.1, R^2 train: 0.011, R^2 test: -0.001 best alpha via bootstrap CV: 0.1 AUC Train: 0.612, Explained Variance Score Train: 0.011 AUC Validation: 0.544, Explained Variance Score Validation: -0.001 AUC Test: 0.578, Explained Variance Score Test: 0.005 Bootstrap CV 85, alpha = 0.001, R^2 train: 0.604, R^2 test: -1.445 Bootstrap CV 85, alpha = 0.005, R^2 train: 0.542, R^2 test: -0.702 Bootstrap CV 85, alpha = 0.01, R^2 train: 0.476, R^2 test: -0.424 Bootstrap CV 85, alpha = 0.1, R^2 train: 0.008, R^2 test: 0.004 best alpha via bootstrap CV: 0.1 AUC Train: 0.587, Explained Variance Score Train: 0.008 AUC Validation: 0.610, Explained Variance Score Validation: 0.004 AUC Test: 0.489, Explained Variance Score Test: 0.003 Bootstrap CV 88, alpha = 0.001, R^2 train: 0.604, R^2 test: -0.486 Bootstrap CV 88, alpha = 0.005, R^2 train: 0.536, R^2 test: -0.098 Bootstrap CV 88, alpha = 0.01, R^2 train: 0.483, R^2 test: -0.037 Bootstrap CV 88, alpha = 0.1, R^2 train: 0.000, R^2 test: -0.002 best alpha via bootstrap CV: 0.1 AUC Train: 0.611, Explained Variance Score Train: 0.000 AUC Validation: 0.476, Explained Variance Score Validation: 0.000 AUC Test: 0.442, Explained Variance Score Test: -0.000 Bootstrap CV 94, alpha = 0.001, R^2 train: 0.558, R^2 test: -1.667 Bootstrap CV 94, alpha = 0.005, R^2 train: 0.477, R^2 test: -0.827 Bootstrap CV 94, alpha = 0.01, R^2 train: 0.398, R^2 test: -0.540 Bootstrap CV 94, alpha = 0.1, R^2 train: 0.034, R^2 test: -0.044 best alpha via bootstrap CV: 0.1 AUC Train: 0.657, Explained Variance Score Train: 0.034 AUC Validation: 0.469, Explained Variance Score Validation: -0.019 AUC Test: 0.501, Explained Variance Score Test: -0.005 Bootstrap CV 86, alpha = 0.001, R^2 train: 0.555, R^2 test: -1.198 Bootstrap CV 86, alpha = 0.005, R^2 train: 0.497, R^2 test: -0.514 Bootstrap CV 86, alpha = 0.01, R^2 train: 0.411, R^2 test: -0.220 Bootstrap CV 86, alpha = 0.1, R^2 train: 0.025, R^2 test: -0.005 best alpha via bootstrap CV: 0.1 AUC Train: 0.568, Explained Variance Score Train: 0.025 AUC Validation: 0.547, Explained Variance Score Validation: -0.005 AUC Test: 0.504, Explained Variance Score Test: -0.005 Bootstrap CV 93, alpha = 0.001, R^2 train: 0.577, R^2 test: -0.581 Bootstrap CV 93, alpha = 0.005, R^2 train: 0.521, R^2 test: -0.365 Bootstrap CV 93, alpha = 0.01, R^2 train: 0.443, R^2 test: -0.272 Bootstrap CV 93, alpha = 0.1, R^2 train: 0.015, R^2 test: -0.016 best alpha via bootstrap CV: 0.1 AUC Train: 0.592, Explained Variance Score Train: 0.015 AUC Validation: 0.514, Explained Variance Score Validation: -0.012 AUC Test: 0.531, Explained Variance Score Test: 0.000 Bootstrap CV 83, alpha = 0.001, R^2 train: 0.673, R^2 test: -1.542 Bootstrap CV 83, alpha = 0.005, R^2 train: 0.610, R^2 test: -0.731 Bootstrap CV 83, alpha = 0.01, R^2 train: 0.513, R^2 test: -0.384 Bootstrap CV 83, alpha = 0.1, R^2 train: 0.004, R^2 test: 0.002 best alpha via bootstrap CV: 0.1 AUC Train: 0.593, Explained Variance Score Train: 0.004 AUC Validation: 0.579, Explained Variance Score Validation: 0.004 AUC Test: 0.464, Explained Variance Score Test: -0.002 Running batch 7 of 7 with 4 nodes Bootstrap CV 98, alpha = 0.001, R^2 train: 0.648, R^2 test: -1.712 Bootstrap CV 98, alpha = 0.005, R^2 train: 0.587, R^2 test: -0.914 Bootstrap CV 98, alpha = 0.01, R^2 train: 0.491, R^2 test: -0.457 Bootstrap CV 98, alpha = 0.1, R^2 train: 0.000, R^2 test: -0.001 best alpha via bootstrap CV: 0.1 AUC Train: 0.500, Explained Variance Score Train: 0.000 AUC Validation: 0.500, Explained Variance Score Validation: 0.000 AUC Test: 0.500, Explained Variance Score Test: 0.000
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 97, alpha = 0.001, R^2 train: 0.534, R^2 test: -0.931 Bootstrap CV 97, alpha = 0.005, R^2 train: 0.489, R^2 test: -0.462 Bootstrap CV 97, alpha = 0.01, R^2 train: 0.425, R^2 test: -0.245 Bootstrap CV 97, alpha = 0.1, R^2 train: 0.019, R^2 test: 0.007 best alpha via bootstrap CV: 0.1 AUC Train: 0.609, Explained Variance Score Train: 0.019 AUC Validation: 0.563, Explained Variance Score Validation: 0.015 AUC Test: 0.574, Explained Variance Score Test: 0.012 Bootstrap CV 99, alpha = 0.001, R^2 train: 0.603, R^2 test: -1.071 Bootstrap CV 99, alpha = 0.005, R^2 train: 0.520, R^2 test: -0.257 Bootstrap CV 99, alpha = 0.01, R^2 train: 0.435, R^2 test: -0.031 Bootstrap CV 99, alpha = 0.1, R^2 train: 0.011, R^2 test: -0.001 best alpha via bootstrap CV: 0.1 AUC Train: 0.535, Explained Variance Score Train: 0.011 AUC Validation: 0.630, Explained Variance Score Validation: 0.016 AUC Test: 0.517, Explained Variance Score Test: 0.000 Bootstrap CV 96, alpha = 0.001, R^2 train: 0.483, R^2 test: -0.757 Bootstrap CV 96, alpha = 0.005, R^2 train: 0.426, R^2 test: -0.277 Bootstrap CV 96, alpha = 0.01, R^2 train: 0.344, R^2 test: -0.058 Bootstrap CV 96, alpha = 0.1, R^2 train: 0.001, R^2 test: -0.011 best alpha via bootstrap CV: 0.1 AUC Train: 0.555, Explained Variance Score Train: 0.001 AUC Validation: 0.516, Explained Variance Score Validation: 0.000 AUC Test: 0.479, Explained Variance Score Test: -0.000 total Variables 116 and total subjects: 1751 ->AUC validation: 0.537 95% CI: [0.524 , 0.549] ->AUC test: 0.534 95% CI: [0.526 , 0.543] ->R^2 validation: -0.000 95% CI: [-0.008 , 0.007] ->R^2 test: 0.003 95% CI: [0.001 , 0.005] ->Explained Variance validation: -0.016 95% CI: [-0.024 , -0.008] ->Explained Variance test: -0.002 95% CI: [-0.004 , 0.001] Test set metrics: @threshold:0.913, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:-0.087, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:-0.089, sens:0.000, spec:0.996, ppv:0.000, acc:0.760, f1:0.000, mcc:-0.034, total+:1, total-:349 @threshold:-0.090, sens:0.036, spec:0.993, ppv:0.600, acc:0.766, f1:0.068, mcc:0.059, total+:5, total-:345 @threshold:-0.091, sens:0.048, spec:0.989, ppv:0.571, acc:0.766, f1:0.089, mcc:0.043, total+:7, total-:343 @threshold:-0.092, sens:0.084, spec:0.959, ppv:0.389, acc:0.751, f1:0.139, mcc:0.009, total+:18, total-:332 @threshold:-0.092, sens:0.096, spec:0.948, ppv:0.364, acc:0.746, f1:0.152, mcc:0.006, total+:22, total-:328 @threshold:-0.094, sens:0.133, spec:0.925, ppv:0.355, acc:0.737, f1:0.193, mcc:0.005, total+:31, total-:319 @threshold:-0.094, sens:0.253, spec:0.843, ppv:0.333, acc:0.703, f1:0.288, mcc:0.003, total+:63, total-:287 @threshold:-0.095, sens:0.265, spec:0.843, ppv:0.344, acc:0.706, f1:0.299, mcc:0.003, total+:64, total-:286 @threshold:-0.095, sens:0.277, spec:0.779, ppv:0.280, acc:0.660, f1:0.279, mcc:0.001, total+:82, total-:268 @threshold:-0.095, sens:0.289, spec:0.753, ppv:0.267, acc:0.643, f1:0.277, mcc:0.001, total+:90, total-:260 @threshold:-0.096, sens:0.301, spec:0.753, ppv:0.275, acc:0.646, f1:0.287, mcc:0.001, total+:91, total-:259 @threshold:-0.096, sens:0.422, spec:0.644, ppv:0.269, acc:0.591, f1:0.329, mcc:0.001, total+:130, total-:220 @threshold:-0.096, sens:0.831, spec:0.251, ppv:0.257, acc:0.389, f1:0.392, mcc:0.001, total+:269, total-:81 @threshold:-0.096, sens:0.867, spec:0.240, ppv:0.262, acc:0.389, f1:0.402, mcc:0.001, total+:275, total-:75 @threshold:-0.097, sens:0.867, spec:0.236, ppv:0.261, acc:0.386, f1:0.401, mcc:0.001, total+:276, total-:74 @threshold:-0.098, sens:0.904, spec:0.184, ppv:0.256, acc:0.354, f1:0.399, mcc:0.001, total+:293, total-:57 @threshold:-0.098, sens:0.904, spec:0.180, ppv:0.255, acc:0.351, f1:0.398, mcc:0.001, total+:294, total-:56 @threshold:-0.099, sens:0.940, spec:0.105, ppv:0.246, acc:0.303, f1:0.390, mcc:0.001, total+:317, total-:33 @threshold:-0.099, sens:0.940, spec:0.090, ppv:0.243, acc:0.291, f1:0.386, mcc:0.001, total+:321, total-:29 @threshold:-0.099, sens:0.940, spec:0.086, ppv:0.242, acc:0.289, f1:0.385, mcc:0.001, total+:322, total-:28 @threshold:-0.100, sens:0.952, spec:0.041, ppv:0.236, acc:0.257, f1:0.378, mcc:-0.000, total+:335, total-:15 @threshold:-0.100, sens:0.952, spec:0.037, ppv:0.235, acc:0.254, f1:0.377, mcc:-0.001, total+:336, total-:14 @threshold:-0.101, sens:0.988, spec:0.015, ppv:0.238, acc:0.246, f1:0.383, mcc:0.000, total+:345, total-:5 @threshold:-0.102, sens:0.988, spec:0.011, ppv:0.237, acc:0.243, f1:0.382, mcc:-0.000, total+:346, total-:4 @threshold:-0.103, sens:1.000, spec:0.004, ppv:0.238, acc:0.240, f1:0.384, mcc:0.002, total+:349, total-:1 * Diagnosis:9ccs83:Epilepsy/cnv | coef 0.012 95% CI: [-0.012 , 0.036] | OR_adj 1.012 [0.988 1.037] | occ: 22 | OR_unadj: 2.483 [1.053 5.853] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:1.000 Diagnosis:9ccs161:Ot dx kidney:0.118 Number of Visits:0.107 Diagnosis:9ccs96:Hrt valve dx:0.089 Diagnosis:9ccs7:Viral infect:0.072 Diagnosis:9ccs135:Intest infct:0.071 Diagnosis:9ccs58:Ot nutrit dx:0.070 Diagnosis:9ccs134:Ot uppr resp:0.068 Diagnosis:9ccs90:Eye infectn:0.064 Diagnosis:9ccs257:Ot aftercare:0.064 * Vital: Ht Percentile-avg10to13 | coef 0.012 95% CI: [0.005 , 0.019] | OR_adj 1.012 [1.005 1.020] | occ: 660 | OR_unadj: 1.758 [1.345 2.298] | indivs AUC:0.555 Correlated most with: Diagnosis:9ccs58:Ot nutrit dx:0.059 Diagnosis:9ccs90:Eye infectn:0.045 Diagnosis:9ccs143:Abdom hernia:0.044 Diagnosis:9ccs133:Oth low resp:0.043 Diagnosis:9ccs136:Teeth dx:-0.043 Diagnosis:9ccs0:No DX:0.042 Diagnosis:9ccs222:Perint jaund:0.040 Diagnosis:9ccs166:Oth male gen:-0.039 Diagnosis:9ccs155:Other GI dx:-0.038 Diagnosis:9ccs83:Epilepsy/cnv:0.037 * Vital: Ht-avg1to3 | coef 0.010 95% CI: [0.005 , 0.014] | OR_adj 1.010 [1.005 1.015] | occ: 1374 | OR_unadj: 1.477 [1.174 1.858] | indivs AUC:0.528 Correlated most with: Newborn Diagnosis:9ccs222:Perint jaund:-0.099 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.048 Diagnosis:9ccs137:Mouth dx:0.044 Diagnosis:9ccs10:Immuniz/scrn:-0.044 Diagnosis:9ccs58:Ot nutrit dx:-0.043 Diagnosis:9ccs59:Anemia:-0.042 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.039 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.038 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.037 Lab:295669 BILIRUBIN DIRECT - LMC:-0.036 * Vital: Ht-avg16to19 | coef 0.009 95% CI: [0.004 , 0.015] | OR_adj 1.010 [1.004 1.015] | occ: 1291 | OR_unadj: 1.538 [1.221 1.939] | indivs AUC:0.568 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.069 Diagnosis:9ccs128:Asthma:0.045 Diagnosis:9ccs133:Oth low resp:0.045 Diagnosis:9ccs59:Anemia:-0.044 Diagnosis:9ccs143:Abdom hernia:0.043 Diagnosis:9ccs239:Superfic inj:-0.038 Diagnosis:9ccs253:Allergy:0.037 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.035 Number of Visits:0.032 Diagnosis:9ccs138:Esophgeal dx:-0.029 * Vital: HC-avg7to10 | coef 0.007 95% CI: [0.000 , 0.014] | OR_adj 1.007 [1.000 1.014] | occ: 1119 | OR_unadj: 1.386 [1.102 1.744] | indivs AUC:0.563 Correlated most with: Diagnosis:9ccs2603:E Codes: Fall:0.070 Diagnosis:9ccs127:COPD:0.055 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.053 Diagnosis:9ccs239:Superfic inj:0.038 Diagnosis:9ccs213:Cardiac anom:-0.036 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.035 Diagnosis:9ccs143:Abdom hernia:0.035 Diagnosis:9ccs83:Epilepsy/cnv:-0.035 Diagnosis:9ccs59:Anemia:-0.034 Diagnosis:9ccs137:Mouth dx:-0.032 Diagnosis:9ccs127:COPD | coef -0.006 95% CI: [-0.018 , 0.006] | OR_adj 0.994 [0.982 1.006] | occ: 118 | OR_unadj: 0.999 [0.637 1.568] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs127:COPD:1.000 Number of Visits:0.269 Diagnosis:9ccs128:Asthma:0.160 Diagnosis:9ccs133:Oth low resp:0.155 Diagnosis:9ccs122:Pneumonia:0.127 Diagnosis:9ccs125:Bronchitis:0.120 Diagnosis:9ccs258:Other screen:0.103 Diagnosis:9ccs134:Ot uppr resp:0.099 Diagnosis:9ccs7:Viral infect:0.093 Diagnosis:9ccs257:Ot aftercare:0.093 Vital: Ht Percentile-gain13to19 | coef 0.006 95% CI: [0.001 , 0.011] | OR_adj 1.006 [1.001 1.011] | occ: 832 | OR_unadj: 1.172 [0.894 1.536] | indivs AUC:0.476 Correlated most with: Diagnosis:9ccs250:Nausea/vomit:0.049 Diagnosis:9ccs198:Ot infl skin:-0.049 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.043 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.042 Diagnosis:9ccs257:Ot aftercare:0.040 Diagnosis:9ccs135:Intest infct:0.040 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.039 Diagnosis:9ccs154:Gastroent:0.037 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.037 Lab:294495 LEAD, BLOOD - LMC:-0.036 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth | coef 0.005 95% CI: [-0.001 , 0.010] | OR_adj 1.005 [0.999 1.010] | occ: 1122 | OR_unadj: 1.093 [0.852 1.402] | indivs AUC:0.443 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:1.000 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.789 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.783 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.746 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.715 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.673 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.639 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.481 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.442 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.331 MatDeliveryAge | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.529 Correlated most with: MatDeliveryAge:1.000 Number of Visits:0.107 Diagnosis:9ccs239:Superfic inj:0.080 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.066 Diagnosis:9ccs74:Ot mentl cnd:0.062 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.061 Diagnosis:9ccs90:Eye infectn:0.059 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.059 Diagnosis:9ccs133:Oth low resp:0.056 Diagnosis:9ccs7:Viral infect:0.053 Vital: HC-gain1to5 | coef -0.005 95% CI: [-0.008 , -0.001] | OR_adj 0.995 [0.992 0.999] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.445 Correlated most with: Number of Visits:0.113 Diagnosis:9ccs125:Bronchitis:0.086 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.080 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.075 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.074 Diagnosis:9ccs151:Oth liver dx:-0.067 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.067 Diagnosis:9ccs74:Ot mentl cnd:0.065 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.060 Diagnosis:9ccs154:Gastroent:-0.058 * Vital: Ht Percentile-gain0to24 | coef 0.004 95% CI: [-0.000 , 0.009] | OR_adj 1.004 [1.000 1.009] | occ: 926 | OR_unadj: 1.596 [1.246 2.043] | indivs AUC:0.590 Correlated most with: Diagnosis:9ccs136:Teeth dx:-0.075 Diagnosis:9ccs59:Anemia:-0.074 Diagnosis:9ccs2603:E Codes: Fall:-0.055 Diagnosis:9ccs239:Superfic inj:-0.053 Diagnosis:9ccs0:No DX:0.050 Diagnosis:9ccs258:Other screen:-0.046 Diagnosis:9ccs257:Ot aftercare:-0.037 Diagnosis:9ccs83:Epilepsy/cnv:0.037 Diagnosis:9ccs74:Ot mentl cnd:-0.037 Diagnosis:9ccs127:COPD:0.036 * Vital: HC-avg19to24 | coef 0.004 95% CI: [0.000 , 0.008] | OR_adj 1.004 [1.000 1.008] | occ: 933 | OR_unadj: 1.593 [1.247 2.034] | indivs AUC:0.601 Correlated most with: Diagnosis:9ccs143:Abdom hernia:0.064 Diagnosis:9ccs137:Mouth dx:-0.054 Diagnosis:9ccs59:Anemia:-0.054 Diagnosis:9ccs74:Ot mentl cnd:-0.049 Diagnosis:9ccs83:Epilepsy/cnv:0.046 Diagnosis:9ccs91:Other eye dx:0.044 MatDeliveryAge:0.044 Diagnosis:9ccs154:Gastroent:-0.044 Diagnosis:9ccs253:Allergy:0.041 Diagnosis:9ccs133:Oth low resp:0.041 * Vital: Ht Percentile-avg16to19 | coef 0.004 95% CI: [0.001 , 0.007] | OR_adj 1.004 [1.001 1.007] | occ: 747 | OR_unadj: 1.399 [1.073 1.825] | indivs AUC:0.547 Correlated most with: Diagnosis:9ccs239:Superfic inj:-0.061 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.059 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.058 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.054 Diagnosis:9ccs136:Teeth dx:-0.053 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.050 Diagnosis:9ccs127:COPD:0.049 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.046 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.046 Lab:295669 BILIRUBIN DIRECT - LMC:0.045 * Vital: Ht-avg0to1 | coef 0.004 95% CI: [0.001 , 0.007] | OR_adj 1.004 [1.001 1.007] | occ: 1350 | OR_unadj: 1.413 [1.125 1.774] | indivs AUC:0.574 Correlated most with: Newborn Diagnosis:9ccs222:Perint jaund:-0.114 Diagnosis:9ccs247:Lymph enlarg:0.056 Diagnosis:9ccs166:Oth male gen:-0.055 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.055 Diagnosis:9ccs90:Eye infectn:0.053 Diagnosis:9ccs222:Perint jaund:-0.048 Diagnosis:9ccs137:Mouth dx:0.048 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.048 Diagnosis:9ccs125:Bronchitis:0.047 Diagnosis:9ccs127:COPD:0.047 Vital: Ht-avg7to10 | coef 0.004 95% CI: [0.001 , 0.007] | OR_adj 1.004 [1.001 1.007] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.483 Correlated most with: Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.063 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.054 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.048 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.047 Diagnosis:9ccs59:Anemia:-0.042 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.042 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.041 Diagnosis:9ccs138:Esophgeal dx:-0.041 Diagnosis:9ccs155:Other GI dx:-0.039 Newborn Diagnosis:9ccs222:Perint jaund:-0.036 Vital: Ht Percentile-avg5to7 | coef 0.004 95% CI: [0.000 , 0.007] | OR_adj 1.004 [1.000 1.007] | occ: 474 | OR_unadj: 1.174 [0.856 1.610] | indivs AUC:0.517 Correlated most with: Number of Visits:0.045 Diagnosis:9ccs127:COPD:0.042 Diagnosis:9ccs257:Ot aftercare:0.035 Diagnosis:9ccs74:Ot mentl cnd:0.035 Diagnosis:9ccs143:Abdom hernia:0.033 Diagnosis:9ccs213:Cardiac anom:-0.030 Diagnosis:9ccs94:Other ear dx:0.030 Newborn Diagnosis:9ccs222:Perint jaund:-0.030 Diagnosis:9ccs96:Hrt valve dx:-0.027 Diagnosis:9ccs83:Epilepsy/cnv:0.027 * Vital: Ht Percentile-latest | coef 0.003 95% CI: [0.000 , 0.006] | OR_adj 1.003 [1.000 1.006] | occ: 1058 | OR_unadj: 1.698 [1.338 2.155] | indivs AUC:0.611 Correlated most with: Diagnosis:9ccs59:Anemia:-0.070 Diagnosis:9ccs136:Teeth dx:-0.061 Diagnosis:9ccs257:Ot aftercare:-0.050 Diagnosis:9ccs258:Other screen:-0.045 Diagnosis:9ccs239:Superfic inj:-0.044 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.041 Lab:295669 BILIRUBIN DIRECT - LMC:0.039 Diagnosis:9ccs155:Other GI dx:-0.033 Diagnosis:9ccs154:Gastroent:-0.030 Diagnosis:9ccs0:No DX:0.030 * Diagnosis:9ccs128:Asthma | coef 0.003 95% CI: [-0.003 , 0.009] | OR_adj 1.003 [0.997 1.009] | occ: 202 | OR_unadj: 1.499 [1.080 2.082] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs128:Asthma:1.000 Number of Visits:0.320 Diagnosis:9ccs122:Pneumonia:0.304 Diagnosis:9ccs125:Bronchitis:0.246 Diagnosis:9ccs257:Ot aftercare:0.189 Diagnosis:9ccs133:Oth low resp:0.170 Diagnosis:9ccs127:COPD:0.160 Diagnosis:9ccs7:Viral infect:0.137 Diagnosis:9ccs253:Allergy:0.126 Diagnosis:9ccs143:Abdom hernia:0.103 Vital: Ht Percentile-gain3to7 | coef 0.003 95% CI: [-0.000 , 0.007] | OR_adj 1.003 [1.000 1.007] | occ: 514 | OR_unadj: 0.967 [0.692 1.353] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs154:Gastroent:-0.076 Diagnosis:9ccs83:Epilepsy/cnv:0.058 Diagnosis:9ccs250:Nausea/vomit:-0.040 Diagnosis:9ccs134:Ot uppr resp:0.040 Diagnosis:9ccs128:Asthma:0.038 Diagnosis:9ccs239:Superfic inj:-0.037 Diagnosis:9ccs138:Esophgeal dx:-0.035 Diagnosis:9ccs94:Other ear dx:0.032 Diagnosis:9ccs166:Oth male gen:-0.031 Diagnosis:9ccs125:Bronchitis:-0.030 Diagnosis:9ccs135:Intest infct | coef 0.003 95% CI: [-0.002 , 0.008] | OR_adj 1.003 [0.999 1.008] | occ: 470 | OR_unadj: 1.188 [0.925 1.525] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs135:Intest infct:1.000 Number of Visits:0.295 Diagnosis:9ccs257:Ot aftercare:0.171 Diagnosis:9ccs7:Viral infect:0.168 Diagnosis:9ccs125:Bronchitis:0.167 Diagnosis:9ccs10:Immuniz/scrn:0.145 Diagnosis:9ccs255:Social admin:0.136 Diagnosis:9ccs155:Other GI dx:0.131 Diagnosis:9ccs90:Eye infectn:0.131 Diagnosis:9ccs122:Pneumonia:0.128 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.003 95% CI: [0.000 , 0.005] | OR_adj 1.003 [1.000 1.005] | occ: 1123 | OR_unadj: 1.303 [1.018 1.669] | indivs AUC:0.504 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.486 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.463 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.438 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.391 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.310 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.288 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.282 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.241 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.217 Diagnosis:9ccs96:Hrt valve dx | coef 0.003 95% CI: [-0.003 , 0.008] | OR_adj 1.003 [0.997 1.008] | occ: 159 | OR_unadj: 1.256 [0.863 1.827] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.473 Diagnosis:9ccs91:Other eye dx:0.097 Diagnosis:9ccs83:Epilepsy/cnv:0.089 Number of Visits:0.080 Diagnosis:9ccs10:Immuniz/scrn:0.079 Diagnosis:9ccs257:Ot aftercare:0.072 Lab:294495 LEAD, BLOOD - LMC:-0.059 Diagnosis:9ccs161:Ot dx kidney:0.056 Diagnosis:9ccs74:Ot mentl cnd:0.053 * Vital: HC-gain0to24 | coef 0.003 95% CI: [-0.000 , 0.006] | OR_adj 1.003 [1.000 1.006] | occ: 920 | OR_unadj: 1.672 [1.308 2.137] | indivs AUC:0.604 Correlated most with: Diagnosis:9ccs143:Abdom hernia:0.056 Diagnosis:9ccs137:Mouth dx:-0.052 Diagnosis:9ccs74:Ot mentl cnd:-0.049 Diagnosis:9ccs59:Anemia:-0.048 Diagnosis:9ccs83:Epilepsy/cnv:0.045 Diagnosis:9ccs154:Gastroent:-0.044 MatDeliveryAge:0.041 Diagnosis:9ccs253:Allergy:0.040 Diagnosis:9ccs91:Other eye dx:0.038 Diagnosis:9ccs213:Cardiac anom:0.038 Vital: Temp-latest | coef -0.003 95% CI: [-0.007 , 0.002] | OR_adj 0.997 [0.993 1.002] | occ: 1676 | OR_unadj: 1.157 [0.921 1.453] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:0.083 Diagnosis:9ccs154:Gastroent:-0.079 Diagnosis:9ccs151:Oth liver dx:-0.062 Diagnosis:9ccs239:Superfic inj:-0.059 Diagnosis:9ccs166:Oth male gen:-0.058 Diagnosis:9ccs96:Hrt valve dx:0.054 Diagnosis:9ccs91:Other eye dx:0.050 Diagnosis:9ccs258:Other screen:-0.048 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.042 Diagnosis:9ccs138:Esophgeal dx:-0.040 Number of Visits | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 1696 | OR_unadj: 0.956 [0.759 1.205] | indivs AUC:0.444 Correlated most with: Number of Visits:1.000 Diagnosis:9ccs7:Viral infect:0.408 Diagnosis:9ccs257:Ot aftercare:0.371 Diagnosis:9ccs155:Other GI dx:0.323 Diagnosis:9ccs133:Oth low resp:0.321 Diagnosis:9ccs128:Asthma:0.320 Diagnosis:9ccs253:Allergy:0.299 Diagnosis:9ccs135:Intest infct:0.295 Diagnosis:9ccs125:Bronchitis:0.293 Diagnosis:9ccs90:Eye infectn:0.288 Diagnosis:9ccs134:Ot uppr resp | coef -0.002 95% CI: [-0.007 , 0.002] | OR_adj 0.998 [0.993 1.002] | occ: 167 | OR_unadj: 0.755 [0.500 1.141] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:1.000 Number of Visits:0.196 Diagnosis:9ccs253:Allergy:0.125 Diagnosis:9ccs90:Eye infectn:0.115 Diagnosis:9ccs133:Oth low resp:0.100 Diagnosis:9ccs127:COPD:0.099 Diagnosis:9ccs91:Other eye dx:0.096 Diagnosis:9ccs128:Asthma:0.084 Diagnosis:9ccs155:Other GI dx:0.082 Diagnosis:9ccs94:Other ear dx:0.074 * Vital: Ht Percentile-gain7to13 | coef 0.002 95% CI: [-0.001 , 0.006] | OR_adj 1.002 [0.999 1.006] | occ: 690 | OR_unadj: 1.479 [1.110 1.972] | indivs AUC:0.576 Correlated most with: Diagnosis:9ccs151:Oth liver dx:-0.051 Diagnosis:9ccs258:Other screen:-0.051 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.050 Diagnosis:9ccs58:Ot nutrit dx:0.042 Diagnosis:9ccs90:Eye infectn:0.040 Diagnosis:9ccs94:Other ear dx:0.040 Diagnosis:9ccs128:Asthma:0.037 Diagnosis:9ccs143:Abdom hernia:0.037 Diagnosis:9ccs213:Cardiac anom:-0.034 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.032 Diagnosis:9ccs137:Mouth dx | coef -0.002 95% CI: [-0.007 , 0.002] | OR_adj 0.998 [0.993 1.002] | occ: 89 | OR_unadj: 0.765 [0.440 1.331] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs137:Mouth dx:1.000 Diagnosis:9ccs258:Other screen:0.165 Number of Visits:0.153 Diagnosis:9ccs239:Superfic inj:0.094 Diagnosis:9ccs7:Viral infect:0.091 Diagnosis:9ccs136:Teeth dx:0.085 Diagnosis:9ccs257:Ot aftercare:0.085 Diagnosis:9ccs247:Lymph enlarg:0.083 Diagnosis:9ccs253:Allergy:0.080 Diagnosis:9ccs10:Immuniz/scrn:0.077 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest | coef 0.002 95% CI: [-0.000 , 0.005] | OR_adj 1.002 [1.000 1.005] | occ: 1073 | OR_unadj: 1.178 [0.920 1.510] | indivs AUC:0.544 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.558 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.558 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.472 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.442 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.400 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.391 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.351 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.322 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.319 Vital: Ht Percentile-avg7to10 | coef 0.002 95% CI: [-0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 538 | OR_unadj: 1.276 [0.951 1.712] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs222:Perint jaund:0.054 Diagnosis:9ccs138:Esophgeal dx:-0.054 Diagnosis:9ccs125:Bronchitis:-0.053 Diagnosis:9ccs166:Oth male gen:-0.046 Diagnosis:9ccs94:Other ear dx:0.046 Diagnosis:9ccs151:Oth liver dx:0.045 Diagnosis:9ccs83:Epilepsy/cnv:0.043 Diagnosis:9ccs0:No DX:0.039 Diagnosis:9ccs133:Oth low resp:0.039 Diagnosis:9ccs59:Anemia:-0.035 * Vital: Ht Percentile-avg19to24 | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 931 | OR_unadj: 1.595 [1.246 2.040] | indivs AUC:0.596 Correlated most with: Diagnosis:9ccs136:Teeth dx:-0.078 Diagnosis:9ccs59:Anemia:-0.076 Diagnosis:9ccs2603:E Codes: Fall:-0.055 Diagnosis:9ccs239:Superfic inj:-0.051 Diagnosis:9ccs0:No DX:0.051 Diagnosis:9ccs258:Other screen:-0.045 Diagnosis:9ccs74:Ot mentl cnd:-0.038 Diagnosis:9ccs257:Ot aftercare:-0.038 Diagnosis:9ccs127:COPD:0.037 Diagnosis:9ccs134:Ot uppr resp:0.036 Vital: Ht Percentile-gain16to24 | coef 0.002 95% CI: [-0.002 , 0.006] | OR_adj 1.002 [0.998 1.006] | occ: 975 | OR_unadj: 1.147 [0.882 1.492] | indivs AUC:0.549 Correlated most with: Number of Visits:-0.088 Diagnosis:9ccs59:Anemia:-0.077 Diagnosis:9ccs257:Ot aftercare:-0.055 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.055 Diagnosis:9ccs133:Oth low resp:-0.055 Diagnosis:9ccs143:Abdom hernia:-0.054 Diagnosis:9ccs127:COPD:-0.052 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.052 Diagnosis:9ccs2603:E Codes: Fall:-0.050 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.050 Diagnosis:9ccs74:Ot mentl cnd | coef -0.002 95% CI: [-0.006 , 0.002] | OR_adj 0.998 [0.994 1.002] | occ: 204 | OR_unadj: 0.817 [0.565 1.182] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs74:Ot mentl cnd:1.000 Diagnosis:9ccs113:Late eff CVD:0.219 Diagnosis:9ccs94:Other ear dx:0.205 Number of Visits:0.187 Diagnosis:9ccs10:Immuniz/scrn:0.122 Diagnosis:9ccs255:Social admin:0.073 Diagnosis:9ccs58:Ot nutrit dx:0.068 Diagnosis:9ccs135:Intest infct:0.065 MatDeliveryAge:0.062 Diagnosis:9ccs7:Viral infect:0.061 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef -0.002 95% CI: [-0.004 , 0.000] | OR_adj 0.998 [0.996 1.000] | occ: 1123 | OR_unadj: 1.078 [0.842 1.380] | indivs AUC:0.554 Correlated most with: Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:1.000 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.736 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.639 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.621 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.553 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.531 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.493 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.322 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.318 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.266 Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.002 95% CI: [-0.002 , 0.005] | OR_adj 1.002 [0.998 1.005] | occ: 107 | OR_unadj: 1.091 [0.565 2.105] | indivs AUC:0.498 Correlated most with: Lab:295669 BILIRUBIN DIRECT - LMC:1.000 Lab:294495 LEAD, BLOOD - LMC:-0.059 Diagnosis:9ccs258:Other screen:0.048 Diagnosis:9ccs154:Gastroent:0.043 Diagnosis:9ccs134:Ot uppr resp:-0.035 Diagnosis:9ccs250:Nausea/vomit:-0.035 Diagnosis:9ccs247:Lymph enlarg:0.034 Diagnosis:9ccs253:Allergy:0.031 Diagnosis:9ccs133:Oth low resp:-0.031 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.030 Diagnosis:9ccs10:Immuniz/scrn | coef -0.002 95% CI: [-0.005 , 0.002] | OR_adj 0.998 [0.995 1.002] | occ: 1428 | OR_unadj: 0.961 [0.720 1.284] | indivs AUC:0.455 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:1.000 Diagnosis:9ccs255:Social admin:0.472 Number of Visits:0.260 Diagnosis:9ccs7:Viral infect:0.243 Diagnosis:9ccs257:Ot aftercare:0.212 Diagnosis:9ccs253:Allergy:0.198 Diagnosis:9ccs125:Bronchitis:0.161 Diagnosis:9ccs90:Eye infectn:0.151 Diagnosis:9ccs155:Other GI dx:0.146 Diagnosis:9ccs135:Intest infct:0.145 Diagnosis:9ccs7:Viral infect | coef -0.001 95% CI: [-0.004 , 0.001] | OR_adj 0.999 [0.996 1.001] | occ: 797 | OR_unadj: 0.878 [0.699 1.102] | indivs AUC:0.449 Correlated most with: Diagnosis:9ccs7:Viral infect:1.000 Number of Visits:0.408 Diagnosis:9ccs10:Immuniz/scrn:0.243 Diagnosis:9ccs257:Ot aftercare:0.225 Diagnosis:9ccs125:Bronchitis:0.219 Diagnosis:9ccs155:Other GI dx:0.202 Diagnosis:9ccs255:Social admin:0.189 Diagnosis:9ccs90:Eye infectn:0.180 Diagnosis:9ccs253:Allergy:0.174 Diagnosis:9ccs135:Intest infct:0.168 Vital: Ht Percentile-avg0to1 | coef 0.001 95% CI: [-0.001 , 0.004] | OR_adj 1.001 [0.999 1.004] | occ: 309 | OR_unadj: 1.145 [0.783 1.674] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.080 Diagnosis:9ccs250:Nausea/vomit:-0.057 Diagnosis:9ccs127:COPD:0.050 Diagnosis:9ccs213:Cardiac anom:-0.039 Diagnosis:9ccs125:Bronchitis:0.037 Diagnosis:9ccs247:Lymph enlarg:0.036 Diagnosis:9ccs91:Other eye dx:0.035 Diagnosis:9ccs59:Anemia:-0.033 Diagnosis:9ccs122:Pneumonia:-0.030 Diagnosis:9ccs2603:E Codes: Fall:-0.028 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 1124 | OR_unadj: 1.167 [0.908 1.500] | indivs AUC:0.513 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.336 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.310 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.300 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.292 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.270 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.260 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.246 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.187 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.148 Diagnosis:9ccs151:Oth liver dx | coef -0.001 95% CI: [-0.004 , 0.001] | OR_adj 0.999 [0.996 1.001] | occ: 169 | OR_unadj: 0.743 [0.492 1.122] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs151:Oth liver dx:1.000 Diagnosis:9ccs222:Perint jaund:0.181 Diagnosis:9ccs10:Immuniz/scrn:0.101 Diagnosis:9ccs258:Other screen:0.100 Diagnosis:9ccs154:Gastroent:0.092 Diagnosis:9ccs138:Esophgeal dx:0.089 Number of Visits:0.084 Diagnosis:9ccs155:Other GI dx:0.083 Diagnosis:9ccs91:Other eye dx:0.081 Diagnosis:9ccs239:Superfic inj:0.080 Vital: HC-gain0to3 | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 1344 | OR_unadj: 1.162 [0.915 1.474] | indivs AUC:0.517 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:-0.050 Diagnosis:9ccs257:Ot aftercare:0.047 Diagnosis:9ccs7:Viral infect:0.040 Newborn Diagnosis:9ccs222:Perint jaund:0.040 Diagnosis:9ccs127:COPD:-0.037 Diagnosis:9ccs136:Teeth dx:-0.034 Diagnosis:9ccs143:Abdom hernia:0.032 Diagnosis:9ccs10:Immuniz/scrn:-0.030 Diagnosis:9ccs58:Ot nutrit dx:0.027 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.027 * Vital: Ht-latest | coef 0.001 95% CI: [-0.002 , 0.004] | OR_adj 1.001 [0.998 1.004] | occ: 1665 | OR_unadj: 1.383 [1.078 1.773] | indivs AUC:0.555 Correlated most with: Number of Visits:0.416 Diagnosis:9ccs10:Immuniz/scrn:0.289 Diagnosis:9ccs7:Viral infect:0.183 Diagnosis:9ccs257:Ot aftercare:0.180 Diagnosis:9ccs135:Intest infct:0.160 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.146 Diagnosis:9ccs125:Bronchitis:0.140 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.127 Diagnosis:9ccs128:Asthma:0.122 Diagnosis:9ccs90:Eye infectn:0.118 * Vital: Ht-avg19to24 | coef 0.001 95% CI: [-0.001 , 0.004] | OR_adj 1.001 [0.999 1.004] | occ: 1391 | OR_unadj: 1.584 [1.262 1.987] | indivs AUC:0.584 Correlated most with: Diagnosis:9ccs127:COPD:0.072 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.065 Diagnosis:9ccs133:Oth low resp:0.061 Diagnosis:9ccs253:Allergy:0.059 Diagnosis:9ccs134:Ot uppr resp:0.057 Diagnosis:9ccs59:Anemia:-0.056 Diagnosis:9ccs128:Asthma:0.053 Diagnosis:9ccs58:Ot nutrit dx:-0.041 Diagnosis:9ccs136:Teeth dx:-0.038 Diagnosis:9ccs258:Other screen:-0.035 Diagnosis:9ccs90:Eye infectn | coef 0.001 95% CI: [-0.001 , 0.004] | OR_adj 1.001 [0.999 1.004] | occ: 443 | OR_unadj: 1.060 [0.819 1.372] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs90:Eye infectn:1.000 Number of Visits:0.288 Diagnosis:9ccs7:Viral infect:0.180 Diagnosis:9ccs125:Bronchitis:0.175 Diagnosis:9ccs91:Other eye dx:0.173 Diagnosis:9ccs10:Immuniz/scrn:0.151 Diagnosis:9ccs257:Ot aftercare:0.148 Diagnosis:9ccs155:Other GI dx:0.131 Diagnosis:9ccs135:Intest infct:0.131 Diagnosis:9ccs255:Social admin:0.131 Vital: HC-gain16to24 | coef -0.001 95% CI: [-0.003 , 0.000] | OR_adj 0.999 [0.997 1.000] | occ: 1079 | OR_unadj: 1.219 [0.956 1.555] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:-0.076 Number of Visits:-0.073 Diagnosis:9ccs113:Late eff CVD:0.056 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.049 Diagnosis:9ccs90:Eye infectn:-0.043 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.032 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.031 Diagnosis:9ccs135:Intest infct:-0.031 Diagnosis:9ccs83:Epilepsy/cnv:0.030 MatDeliveryAge:-0.030 Vital: RR-avg0to1 | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 127 | OR_unadj: 1.370 [0.818 2.296] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs151:Oth liver dx:0.082 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.072 Diagnosis:9ccs222:Perint jaund:0.068 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.065 Diagnosis:9ccs7:Viral infect:0.062 Diagnosis:9ccs257:Ot aftercare:0.053 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.052 Diagnosis:9ccs74:Ot mentl cnd:-0.052 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.049 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.047 Vital: Ht-gain7to13 | coef -0.001 95% CI: [-0.003 , 0.000] | OR_adj 0.999 [0.997 1.000] | occ: 1476 | OR_unadj: 1.168 [0.864 1.580] | indivs AUC:0.536 Correlated most with: Diagnosis:9ccs58:Ot nutrit dx:-0.052 Diagnosis:9ccs59:Anemia:0.052 Diagnosis:9ccs10:Immuniz/scrn:-0.050 Diagnosis:9ccs135:Intest infct:0.044 Diagnosis:9ccs96:Hrt valve dx:0.043 MatDeliveryAge:0.037 Diagnosis:9ccs151:Oth liver dx:-0.035 Diagnosis:9ccs133:Oth low resp:-0.035 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.033 Diagnosis:9ccs166:Oth male gen:-0.031 Newborn Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 184 | OR_unadj: 1.088 [0.758 1.563] | indivs AUC:0.503 Correlated most with: Newborn Diagnosis:9ccs222:Perint jaund:1.000 Diagnosis:9ccs222:Perint jaund:0.108 Diagnosis:9ccs151:Oth liver dx:0.077 Diagnosis:9ccs135:Intest infct:0.061 Number of Visits:0.059 Diagnosis:9ccs127:COPD:0.056 Diagnosis:9ccs143:Abdom hernia:0.056 Lab:294495 LEAD, BLOOD - LMC:0.055 Diagnosis:9ccs258:Other screen:0.053 Diagnosis:9ccs155:Other GI dx:0.046 Vital: HC-avg3to5 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1164 | OR_unadj: 1.089 [0.860 1.379] | indivs AUC:0.511 Correlated most with: Newborn Diagnosis:9ccs222:Perint jaund:-0.068 Diagnosis:9ccs213:Cardiac anom:-0.065 Diagnosis:9ccs59:Anemia:-0.054 Diagnosis:9ccs91:Other eye dx:0.047 Diagnosis:9ccs96:Hrt valve dx:-0.045 Number of Visits:-0.044 Diagnosis:9ccs154:Gastroent:-0.042 MatDeliveryAge:0.040 Diagnosis:9ccs222:Perint jaund:-0.040 Diagnosis:9ccs83:Epilepsy/cnv:-0.040 Vital: HC-gain13to19 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1054 | OR_unadj: 1.081 [0.862 1.357] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs166:Oth male gen:-0.060 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.055 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.054 Diagnosis:9ccs74:Ot mentl cnd:0.049 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.042 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.042 Diagnosis:9ccs239:Superfic inj:0.036 Diagnosis:9ccs125:Bronchitis:0.034 Diagnosis:9ccs143:Abdom hernia:-0.033 Diagnosis:9ccs83:Epilepsy/cnv:-0.033 Vital: HR-avg7to10 | coef -0.001 95% CI: [-0.003 , 0.001] | OR_adj 0.999 [0.997 1.001] | occ: 429 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.558 Correlated most with: Diagnosis:9ccs127:COPD:-0.082 Diagnosis:9ccs125:Bronchitis:0.061 Diagnosis:9ccs134:Ot uppr resp:-0.056 Diagnosis:9ccs7:Viral infect:0.056 Diagnosis:9ccs58:Ot nutrit dx:0.049 Diagnosis:9ccs137:Mouth dx:0.048 Diagnosis:9ccs96:Hrt valve dx:-0.038 Diagnosis:9ccs90:Eye infectn:0.038 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.037 Diagnosis:9ccs166:Oth male gen:-0.037 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 1116 | OR_unadj: 1.314 [1.027 1.682] | indivs AUC:0.519 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.345 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.213 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.195 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.175 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.162 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.130 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.127 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.125 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.108 Vital: HC-latest | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1631 | OR_unadj: 1.158 [0.909 1.475] | indivs AUC:0.546 Correlated most with: Number of Visits:0.268 Diagnosis:9ccs257:Ot aftercare:0.193 Diagnosis:9ccs10:Immuniz/scrn:0.188 Diagnosis:9ccs125:Bronchitis:0.168 Diagnosis:9ccs7:Viral infect:0.160 Diagnosis:9ccs128:Asthma:0.128 Diagnosis:9ccs135:Intest infct:0.113 Diagnosis:9ccs90:Eye infectn:0.110 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.106 Diagnosis:9ccs154:Gastroent:-0.099 Vital: Ht Percentile-avg13to16 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 661 | OR_unadj: 1.285 [0.973 1.695] | indivs AUC:0.545 Correlated most with: Diagnosis:9ccs0:No DX:0.058 Diagnosis:9ccs250:Nausea/vomit:-0.050 Diagnosis:9ccs166:Oth male gen:-0.049 Diagnosis:9ccs58:Ot nutrit dx:0.048 Diagnosis:9ccs127:COPD:0.047 Diagnosis:9ccs96:Hrt valve dx:-0.046 Diagnosis:9ccs7:Viral infect:0.044 Diagnosis:9ccs155:Other GI dx:-0.042 Number of Visits:0.041 Diagnosis:9ccs257:Ot aftercare:-0.039 Vital: Ht-gain0to3 | coef -0.001 95% CI: [-0.004 , 0.002] | OR_adj 0.999 [0.996 1.002] | occ: 1419 | OR_unadj: 1.156 [0.909 1.469] | indivs AUC:0.506 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.043 Number of Visits:0.042 Diagnosis:9ccs138:Esophgeal dx:-0.041 Diagnosis:9ccs247:Lymph enlarg:-0.040 Diagnosis:9ccs166:Oth male gen:0.038 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.037 Diagnosis:9ccs7:Viral infect:0.033 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.032 Newborn Diagnosis:9ccs222:Perint jaund:0.031 Diagnosis:9ccs74:Ot mentl cnd:-0.030 * Vital: HC-avg16to19 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 933 | OR_unadj: 1.456 [1.141 1.858] | indivs AUC:0.601 Correlated most with: Diagnosis:9ccs143:Abdom hernia:0.078 MatDeliveryAge:0.068 Diagnosis:9ccs59:Anemia:-0.065 Diagnosis:9ccs253:Allergy:0.060 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.056 Diagnosis:9ccs137:Mouth dx:-0.055 Diagnosis:9ccs83:Epilepsy/cnv:-0.046 Diagnosis:9ccs166:Oth male gen:0.040 Diagnosis:9ccs2603:E Codes: Fall:0.038 Diagnosis:9ccs90:Eye infectn:0.038 Vital: Ht-gain10to16 | coef -0.001 95% CI: [-0.002 , 0.000] | OR_adj 0.999 [0.998 1.000] | occ: 1442 | OR_unadj: 0.837 [0.658 1.064] | indivs AUC:0.499 Correlated most with: Number of Visits:0.069 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.057 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.048 Diagnosis:9ccs58:Ot nutrit dx:0.047 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.046 Diagnosis:9ccs90:Eye infectn:0.044 Diagnosis:9ccs122:Pneumonia:0.043 Diagnosis:9ccs125:Bronchitis:0.041 Diagnosis:9ccs2603:E Codes: Fall:0.040 Diagnosis:9ccs59:Anemia:0.040 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1129 | OR_unadj: 1.207 [0.948 1.536] | indivs AUC:0.479 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:1.000 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.672 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.633 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.612 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.355 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.331 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.318 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.318 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.288 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.269 Vital: HR-avg16to19 | coef -0.001 95% CI: [-0.003 , 0.001] | OR_adj 0.999 [0.997 1.001] | occ: 366 | OR_unadj: 1.321 [0.899 1.943] | indivs AUC:0.492 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.084 Diagnosis:9ccs247:Lymph enlarg:-0.073 Diagnosis:9ccs10:Immuniz/scrn:0.064 Diagnosis:9ccs258:Other screen:0.061 Diagnosis:9ccs137:Mouth dx:0.055 Diagnosis:9ccs239:Superfic inj:0.054 Diagnosis:9ccs0:No DX:0.044 Diagnosis:9ccs161:Ot dx kidney:0.042 Diagnosis:9ccs2603:E Codes: Fall:0.042 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.038 Vital: Ht Percentile-gain5to10 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 590 | OR_unadj: 0.909 [0.659 1.253] | indivs AUC:0.501 Correlated most with: Diagnosis:9ccs250:Nausea/vomit:-0.053 Diagnosis:9ccs137:Mouth dx:-0.046 Diagnosis:9ccs247:Lymph enlarg:0.044 Diagnosis:9ccs155:Other GI dx:-0.041 Diagnosis:9ccs138:Esophgeal dx:-0.039 Diagnosis:9ccs0:No DX:0.039 Diagnosis:9ccs143:Abdom hernia:-0.036 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.034 Diagnosis:9ccs198:Ot infl skin:-0.032 Diagnosis:9ccs154:Gastroent:-0.031 * Vital: HR-avg5to7 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 318 | OR_unadj: 2.013 [1.408 2.877] | indivs AUC:0.546 Correlated most with: Diagnosis:9ccs213:Cardiac anom:-0.075 Diagnosis:9ccs125:Bronchitis:0.071 Diagnosis:9ccs59:Anemia:0.062 Diagnosis:9ccs96:Hrt valve dx:-0.055 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.055 Diagnosis:9ccs253:Allergy:-0.055 Diagnosis:9ccs134:Ot uppr resp:-0.052 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.052 Diagnosis:9ccs122:Pneumonia:0.041 Diagnosis:9ccs257:Ot aftercare:0.041 Diagnosis:9ccs198:Ot infl skin | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 237 | OR_unadj: 1.022 [0.735 1.419] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs198:Ot infl skin:1.000 Diagnosis:9ccs253:Allergy:0.187 Number of Visits:0.121 Diagnosis:9ccs10:Immuniz/scrn:0.106 Diagnosis:9ccs7:Viral infect:0.101 Diagnosis:9ccs255:Social admin:0.089 Diagnosis:9ccs91:Other eye dx:0.081 Diagnosis:9ccs257:Ot aftercare:0.081 Diagnosis:9ccs166:Oth male gen:0.064 Diagnosis:9ccs90:Eye infectn:0.062 Vital: HC Percentile-latest | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 49 | OR_unadj: 0.784 [0.264 2.329] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:-0.084 Diagnosis:9ccs94:Other ear dx:-0.049 Diagnosis:9ccs138:Esophgeal dx:-0.048 Diagnosis:9ccs113:Late eff CVD:-0.043 Diagnosis:9ccs91:Other eye dx:-0.042 Diagnosis:9ccs213:Cardiac anom:-0.040 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.038 Diagnosis:9ccs198:Ot infl skin:0.038 Diagnosis:9ccs7:Viral infect:0.035 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.033 Census:Percent; Estimate; Percent high school graduate or higher-birth | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 1123 | OR_unadj: 1.190 [0.942 1.504] | indivs AUC:0.459 Correlated most with: Census:Percent; Estimate; Percent high school graduate or higher-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.931 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.918 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.789 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.711 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.672 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.558 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.553 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.548 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.486 Diagnosis:9ccs113:Late eff CVD | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 169 | OR_unadj: 1.068 [0.732 1.557] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs113:Late eff CVD:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.219 Diagnosis:9ccs94:Other ear dx:0.198 Number of Visits:0.112 Diagnosis:9ccs257:Ot aftercare:0.087 Diagnosis:9ccs125:Bronchitis:0.076 Diagnosis:9ccs255:Social admin:0.073 Diagnosis:9ccs127:COPD:0.066 Diagnosis:9ccs133:Oth low resp:0.058 Lab:294495 LEAD, BLOOD - LMC:-0.057 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1126 | OR_unadj: 1.098 [0.851 1.416] | indivs AUC:0.439 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.783 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.711 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.663 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.656 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.649 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.621 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.443 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.400 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.269 Diagnosis:9ccs222:Perint jaund | coef -0.001 95% CI: [-0.002 , 0.000] | OR_adj 0.999 [0.998 1.000] | occ: 225 | OR_unadj: 0.925 [0.656 1.303] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs222:Perint jaund:1.000 Diagnosis:9ccs151:Oth liver dx:0.181 Newborn Diagnosis:9ccs222:Perint jaund:0.108 Diagnosis:9ccs91:Other eye dx:0.066 Diagnosis:9ccs257:Ot aftercare:0.060 Diagnosis:9ccs10:Immuniz/scrn:0.059 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.051 Lab:294495 LEAD, BLOOD - LMC:0.050 Diagnosis:9ccs113:Late eff CVD:-0.050 Diagnosis:9ccs133:Oth low resp:0.043 Diagnosis:9ccs133:Oth low resp | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 244 | OR_unadj: 1.121 [0.815 1.542] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs133:Oth low resp:1.000 Number of Visits:0.321 Diagnosis:9ccs155:Other GI dx:0.172 Diagnosis:9ccs128:Asthma:0.170 Diagnosis:9ccs154:Gastroent:0.166 Diagnosis:9ccs253:Allergy:0.164 Diagnosis:9ccs127:COPD:0.155 Diagnosis:9ccs7:Viral infect:0.149 Diagnosis:9ccs138:Esophgeal dx:0.145 Diagnosis:9ccs257:Ot aftercare:0.142 Vital: HR-latest | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1040 | OR_unadj: 1.213 [0.939 1.565] | indivs AUC:0.496 Correlated most with: Number of Visits:-0.082 Diagnosis:9ccs127:COPD:-0.063 Diagnosis:9ccs96:Hrt valve dx:-0.062 Diagnosis:9ccs128:Asthma:-0.058 Diagnosis:9ccs253:Allergy:-0.055 Diagnosis:9ccs10:Immuniz/scrn:0.048 Diagnosis:9ccs94:Other ear dx:-0.047 Diagnosis:9ccs83:Epilepsy/cnv:-0.045 Diagnosis:9ccs151:Oth liver dx:0.044 Diagnosis:9ccs74:Ot mentl cnd:-0.043 Vital: Ht-gain16to24 | coef -0.000 95% CI: [-0.001 , 0.001] | OR_adj 1.000 [0.999 1.001] | occ: 1442 | OR_unadj: 0.985 [0.700 1.387] | indivs AUC:0.536 Correlated most with: Number of Visits:-0.094 Diagnosis:9ccs257:Ot aftercare:-0.053 Diagnosis:9ccs135:Intest infct:-0.048 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.047 Diagnosis:9ccs113:Late eff CVD:0.047 Diagnosis:9ccs125:Bronchitis:-0.045 MatDeliveryAge:-0.044 Lab:295669 BILIRUBIN DIRECT - LMC:-0.040 Diagnosis:9ccs7:Viral infect:-0.039 Diagnosis:9ccs90:Eye infectn:-0.036 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1123 | OR_unadj: 0.843 [0.641 1.108] | indivs AUC:0.482 Correlated most with: Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:1.000 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.918 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.746 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.712 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.663 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:-0.612 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.531 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.527 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.472 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.463 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1067 | OR_unadj: 1.024 [0.789 1.329] | indivs AUC:0.503 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.481 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.443 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.351 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.341 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.318 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.297 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.282 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.268 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.229 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth | coef 0.000 95% CI: [-0.001 , 0.001] | OR_adj 1.000 [0.999 1.001] | occ: 1123 | OR_unadj: 1.195 [0.939 1.521] | indivs AUC:0.509 Correlated most with: Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.385 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.383 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.355 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.345 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.318 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.270 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.241 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.229 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.205 Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 182 | OR_unadj: 1.032 [0.714 1.490] | indivs AUC:0.518 Correlated most with: Diagnosis:9ccs59:Anemia:1.000 Number of Visits:0.088 Diagnosis:9ccs10:Immuniz/scrn:0.085 Diagnosis:9ccs255:Social admin:0.076 Diagnosis:9ccs137:Mouth dx:0.075 Diagnosis:9ccs257:Ot aftercare:0.066 Diagnosis:9ccs90:Eye infectn:0.064 Diagnosis:9ccs83:Epilepsy/cnv:0.062 Diagnosis:9ccs7:Viral infect:0.061 Diagnosis:9ccs122:Pneumonia:0.059 * Vital: HC-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1235 | OR_unadj: 1.366 [1.082 1.723] | indivs AUC:0.544 Correlated most with: Newborn Diagnosis:9ccs222:Perint jaund:-0.094 Diagnosis:9ccs2603:E Codes: Fall:0.075 Number of Visits:-0.048 Diagnosis:9ccs198:Ot infl skin:0.044 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.044 Diagnosis:9ccs59:Anemia:-0.039 Diagnosis:9ccs138:Esophgeal dx:-0.039 Diagnosis:9ccs91:Other eye dx:0.033 Diagnosis:9ccs0:No DX:0.031 Diagnosis:9ccs222:Perint jaund:-0.031 Vital: HR-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 273 | OR_unadj: 0.649 [0.397 1.061] | indivs AUC:0.486 Correlated most with: Number of Visits:0.067 Diagnosis:9ccs135:Intest infct:0.064 Diagnosis:9ccs125:Bronchitis:0.060 Diagnosis:9ccs143:Abdom hernia:0.059 Diagnosis:9ccs239:Superfic inj:0.056 Diagnosis:9ccs96:Hrt valve dx:-0.054 Diagnosis:9ccs128:Asthma:0.052 Diagnosis:9ccs58:Ot nutrit dx:0.048 Diagnosis:9ccs137:Mouth dx:0.045 Diagnosis:9ccs250:Nausea/vomit:0.043 Vital: Temp-avg3to5 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1345 | OR_unadj: 1.059 [0.839 1.337] | indivs AUC:0.533 Correlated most with: Diagnosis:9ccs7:Viral infect:-0.078 Diagnosis:9ccs155:Other GI dx:0.068 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.059 Diagnosis:9ccs258:Other screen:-0.054 Diagnosis:9ccs198:Ot infl skin:-0.048 Diagnosis:9ccs154:Gastroent:-0.048 Diagnosis:9ccs138:Esophgeal dx:0.045 Diagnosis:9ccs133:Oth low resp:0.043 Diagnosis:9ccs151:Oth liver dx:-0.043 Newborn Diagnosis:9ccs222:Perint jaund:-0.042 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest | coef -0.000 95% CI: [-0.001 , 0.001] | OR_adj 1.000 [0.999 1.001] | occ: 1129 | OR_unadj: 1.139 [0.899 1.443] | indivs AUC:0.558 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:1.000 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.931 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.715 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.712 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.656 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:-0.633 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.558 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.493 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.489 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.438 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1126 | OR_unadj: 1.090 [0.850 1.398] | indivs AUC:0.467 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.336 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.333 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.266 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.174 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.148 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.122 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.115 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.104 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.101 Vital: HR-avg1to3 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 265 | OR_unadj: 0.901 [0.585 1.388] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs7:Viral infect:0.104 Diagnosis:9ccs125:Bronchitis:0.076 Diagnosis:9ccs122:Pneumonia:0.065 Diagnosis:9ccs143:Abdom hernia:0.061 Diagnosis:9ccs198:Ot infl skin:0.060 Diagnosis:9ccs239:Superfic inj:0.053 Diagnosis:9ccs127:COPD:0.051 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.047 Diagnosis:9ccs161:Ot dx kidney:0.046 Diagnosis:9ccs250:Nausea/vomit:0.045 Vital: Ht Percentile-gain10to16 | coef 0.000 95% CI: [-0.001 , 0.001] | OR_adj 1.000 [0.999 1.001] | occ: 760 | OR_unadj: 0.965 [0.731 1.274] | indivs AUC:0.544 Correlated most with: Diagnosis:9ccs0:No DX:0.103 Diagnosis:9ccs222:Perint jaund:-0.061 Diagnosis:9ccs122:Pneumonia:0.059 Number of Visits:0.054 Diagnosis:9ccs128:Asthma:0.048 Diagnosis:9ccs213:Cardiac anom:0.040 Diagnosis:9ccs133:Oth low resp:-0.033 Diagnosis:9ccs113:Late eff CVD:0.033 Diagnosis:9ccs166:Oth male gen:-0.032 Diagnosis:9ccs137:Mouth dx:0.032 Vital: RR-avg10to13 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 258 | OR_unadj: 1.045 [0.647 1.689] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.074 Diagnosis:9ccs135:Intest infct:0.072 Diagnosis:9ccs7:Viral infect:0.067 Diagnosis:9ccs83:Epilepsy/cnv:-0.054 Diagnosis:9ccs10:Immuniz/scrn:0.050 Diagnosis:9ccs127:COPD:-0.050 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.048 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.047 Diagnosis:9ccs151:Oth liver dx:0.041 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.039 Diagnosis : 0.00477702266487 Vital : 0.0845926427069 Census : 0.0107701411876 MatDeliveryAge : 0.00462154948993 Number of Visits : 0.00243242208731 Lab : 0.00164648185006 Newborn Diagnosis : 0.00106241843702 Time to run analysis 0:00:33.400309 Total Time elapsed 8:23:34.330416 ----------------------------------------------------- boys lasso_fts no_wt_bmi randomforest regression Running batch 1 of 7 with 16 nodes Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.846, R^2 test: -0.033 Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.724, R^2 test: -0.055 Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.504, R^2 test: -0.072 Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.420, R^2 test: -0.059 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.958, Explained Variance Score Train: 0.420 AUC Validation: 0.570, Explained Variance Score Validation: -0.034 AUC Test: 0.615, Explained Variance Score Test: 0.034 Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.839, R^2 test: -0.004 Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.754, R^2 test: 0.012 Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.551, R^2 test: 0.049 Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.457, R^2 test: 0.046 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.961, Explained Variance Score Train: 0.457 AUC Validation: 0.662, Explained Variance Score Validation: 0.061 AUC Test: 0.577, Explained Variance Score Test: 0.020 Bootstrap CV 12, alpha = (3000, 2, 1), R^2 train: 0.859, R^2 test: 0.083 Bootstrap CV 12, alpha = (3000, 2, 2), R^2 train: 0.773, R^2 test: 0.103 Bootstrap CV 12, alpha = (3000, 2, 5), R^2 train: 0.566, R^2 test: 0.063 Bootstrap CV 12, alpha = (3000, 2, 7), R^2 train: 0.472, R^2 test: 0.060 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.946, Explained Variance Score Train: 0.472 AUC Validation: 0.626, Explained Variance Score Validation: 0.061 AUC Test: 0.652, Explained Variance Score Test: 0.051 Bootstrap CV 14, alpha = (3000, 2, 1), R^2 train: 0.866, R^2 test: 0.032 Bootstrap CV 14, alpha = (3000, 2, 2), R^2 train: 0.814, R^2 test: 0.026 Bootstrap CV 14, alpha = (3000, 2, 5), R^2 train: 0.618, R^2 test: 0.037 Bootstrap CV 14, alpha = (3000, 2, 7), R^2 train: 0.517, R^2 test: 0.035 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.908, Explained Variance Score Train: 0.517 AUC Validation: 0.569, Explained Variance Score Validation: 0.036 AUC Test: 0.553, Explained Variance Score Test: -0.040 Bootstrap CV 10, alpha = (3000, 2, 1), R^2 train: 0.860, R^2 test: -0.288 Bootstrap CV 10, alpha = (3000, 2, 2), R^2 train: 0.778, R^2 test: -0.260 Bootstrap CV 10, alpha = (3000, 2, 5), R^2 train: 0.548, R^2 test: -0.244 Bootstrap CV 10, alpha = (3000, 2, 7), R^2 train: 0.453, R^2 test: -0.216 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.913, Explained Variance Score Train: 0.453 AUC Validation: 0.462, Explained Variance Score Validation: -0.172 AUC Test: 0.588, Explained Variance Score Test: -0.010 Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.859, R^2 test: -0.038 Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.785, R^2 test: -0.005 Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.538, R^2 test: 0.064 Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.440, R^2 test: 0.067 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.934, Explained Variance Score Train: 0.441 AUC Validation: 0.735, Explained Variance Score Validation: 0.103 AUC Test: 0.608, Explained Variance Score Test: 0.013 Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.857, R^2 test: -0.192 Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.765, R^2 test: -0.272 Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.527, R^2 test: -0.092 Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.436, R^2 test: -0.055 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.921, Explained Variance Score Train: 0.436 AUC Validation: 0.596, Explained Variance Score Validation: -0.048 AUC Test: 0.548, Explained Variance Score Test: -0.047 Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.856, R^2 test: 0.047 Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.792, R^2 test: 0.075 Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.579, R^2 test: 0.099 Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.485, R^2 test: 0.085 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.936, Explained Variance Score Train: 0.485 AUC Validation: 0.658, Explained Variance Score Validation: 0.095 AUC Test: 0.592, Explained Variance Score Test: 0.047 Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.861, R^2 test: -0.155 Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.777, R^2 test: -0.105 Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.568, R^2 test: -0.133 Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.476, R^2 test: -0.123 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.922, Explained Variance Score Train: 0.476 AUC Validation: 0.523, Explained Variance Score Validation: -0.120 AUC Test: 0.652, Explained Variance Score Test: 0.051 Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.847, R^2 test: -0.078 Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.766, R^2 test: -0.045 Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.553, R^2 test: -0.061 Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.458, R^2 test: -0.031 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.960, Explained Variance Score Train: 0.458 AUC Validation: 0.526, Explained Variance Score Validation: -0.027 AUC Test: 0.553, Explained Variance Score Test: 0.014 Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.853, R^2 test: -0.097 Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.749, R^2 test: -0.022 Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.543, R^2 test: 0.029 Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.451, R^2 test: 0.042 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.930, Explained Variance Score Train: 0.451 AUC Validation: 0.550, Explained Variance Score Validation: 0.051 AUC Test: 0.631, Explained Variance Score Test: 0.036 Bootstrap CV 11, alpha = (3000, 2, 1), R^2 train: 0.843, R^2 test: 0.173 Bootstrap CV 11, alpha = (3000, 2, 2), R^2 train: 0.753, R^2 test: 0.057 Bootstrap CV 11, alpha = (3000, 2, 5), R^2 train: 0.513, R^2 test: 0.046 Bootstrap CV 11, alpha = (3000, 2, 7), R^2 train: 0.426, R^2 test: 0.049 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.940, Explained Variance Score Train: 0.426 AUC Validation: 0.664, Explained Variance Score Validation: 0.057 AUC Test: 0.653, Explained Variance Score Test: 0.034 Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.855, R^2 test: -0.046 Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.794, R^2 test: -0.025 Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.597, R^2 test: -0.000 Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.496, R^2 test: 0.004 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.962, Explained Variance Score Train: 0.597 AUC Validation: 0.566, Explained Variance Score Validation: 0.006 AUC Test: 0.605, Explained Variance Score Test: 0.032 Bootstrap CV 15, alpha = (3000, 2, 1), R^2 train: 0.842, R^2 test: 0.032 Bootstrap CV 15, alpha = (3000, 2, 2), R^2 train: 0.749, R^2 test: 0.031 Bootstrap CV 15, alpha = (3000, 2, 5), R^2 train: 0.526, R^2 test: 0.025 Bootstrap CV 15, alpha = (3000, 2, 7), R^2 train: 0.437, R^2 test: 0.015 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.939, Explained Variance Score Train: 0.437 AUC Validation: 0.630, Explained Variance Score Validation: 0.015 AUC Test: 0.546, Explained Variance Score Test: -0.044 Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.843, R^2 test: -0.097 Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.752, R^2 test: -0.054 Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.541, R^2 test: 0.002 Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.446, R^2 test: 0.007 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.953, Explained Variance Score Train: 0.446 AUC Validation: 0.571, Explained Variance Score Validation: 0.009 AUC Test: 0.601, Explained Variance Score Test: 0.053 Bootstrap CV 13, alpha = (3000, 2, 1), R^2 train: 0.848, R^2 test: -0.101 Bootstrap CV 13, alpha = (3000, 2, 2), R^2 train: 0.764, R^2 test: -0.071 Bootstrap CV 13, alpha = (3000, 2, 5), R^2 train: 0.547, R^2 test: -0.046 Bootstrap CV 13, alpha = (3000, 2, 7), R^2 train: 0.462, R^2 test: -0.050 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.925, Explained Variance Score Train: 0.462 AUC Validation: 0.541, Explained Variance Score Validation: -0.040 AUC Test: 0.557, Explained Variance Score Test: -0.048 Running batch 2 of 7 with 16 nodes Bootstrap CV 27, alpha = (3000, 2, 1), R^2 train: 0.861, R^2 test: -0.012 Bootstrap CV 27, alpha = (3000, 2, 2), R^2 train: 0.784, R^2 test: -0.051 Bootstrap CV 27, alpha = (3000, 2, 5), R^2 train: 0.586, R^2 test: -0.060 Bootstrap CV 27, alpha = (3000, 2, 7), R^2 train: 0.486, R^2 test: -0.046 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.935, Explained Variance Score Train: 0.486 AUC Validation: 0.731, Explained Variance Score Validation: -0.044 AUC Test: 0.517, Explained Variance Score Test: -0.142 Bootstrap CV 26, alpha = (3000, 2, 1), R^2 train: 0.851, R^2 test: -0.893 Bootstrap CV 26, alpha = (3000, 2, 2), R^2 train: 0.745, R^2 test: -0.322 Bootstrap CV 26, alpha = (3000, 2, 5), R^2 train: 0.534, R^2 test: -0.092 Bootstrap CV 26, alpha = (3000, 2, 7), R^2 train: 0.443, R^2 test: -0.042 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.942, Explained Variance Score Train: 0.443 AUC Validation: 0.678, Explained Variance Score Validation: 0.017 AUC Test: 0.607, Explained Variance Score Test: 0.015 Bootstrap CV 25, alpha = (3000, 2, 1), R^2 train: 0.855, R^2 test: -0.207 Bootstrap CV 25, alpha = (3000, 2, 2), R^2 train: 0.775, R^2 test: -0.190 Bootstrap CV 25, alpha = (3000, 2, 5), R^2 train: 0.560, R^2 test: -0.104 Bootstrap CV 25, alpha = (3000, 2, 7), R^2 train: 0.462, R^2 test: -0.057 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.933, Explained Variance Score Train: 0.462 AUC Validation: 0.600, Explained Variance Score Validation: -0.015 AUC Test: 0.542, Explained Variance Score Test: -0.011 Bootstrap CV 24, alpha = (3000, 2, 1), R^2 train: 0.866, R^2 test: -0.124 Bootstrap CV 24, alpha = (3000, 2, 2), R^2 train: 0.782, R^2 test: -0.159 Bootstrap CV 24, alpha = (3000, 2, 5), R^2 train: 0.545, R^2 test: -0.099 Bootstrap CV 24, alpha = (3000, 2, 7), R^2 train: 0.462, R^2 test: -0.061 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.923, Explained Variance Score Train: 0.462 AUC Validation: 0.606, Explained Variance Score Validation: -0.059 AUC Test: 0.600, Explained Variance Score Test: -0.037 Bootstrap CV 29, alpha = (3000, 2, 1), R^2 train: 0.871, R^2 test: -0.190 Bootstrap CV 29, alpha = (3000, 2, 2), R^2 train: 0.818, R^2 test: -0.203 Bootstrap CV 29, alpha = (3000, 2, 5), R^2 train: 0.598, R^2 test: -0.181 Bootstrap CV 29, alpha = (3000, 2, 7), R^2 train: 0.506, R^2 test: -0.157 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.904, Explained Variance Score Train: 0.506 AUC Validation: 0.500, Explained Variance Score Validation: -0.122 AUC Test: 0.568, Explained Variance Score Test: -0.054 Bootstrap CV 18, alpha = (3000, 2, 1), R^2 train: 0.857, R^2 test: 0.020 Bootstrap CV 18, alpha = (3000, 2, 2), R^2 train: 0.778, R^2 test: 0.015 Bootstrap CV 18, alpha = (3000, 2, 5), R^2 train: 0.545, R^2 test: 0.034 Bootstrap CV 18, alpha = (3000, 2, 7), R^2 train: 0.449, R^2 test: 0.048 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.942, Explained Variance Score Train: 0.450 AUC Validation: 0.587, Explained Variance Score Validation: 0.063 AUC Test: 0.584, Explained Variance Score Test: 0.016 Bootstrap CV 21, alpha = (3000, 2, 1), R^2 train: 0.858, R^2 test: -0.162 Bootstrap CV 21, alpha = (3000, 2, 2), R^2 train: 0.771, R^2 test: -0.177 Bootstrap CV 21, alpha = (3000, 2, 5), R^2 train: 0.572, R^2 test: -0.141 Bootstrap CV 21, alpha = (3000, 2, 7), R^2 train: 0.489, R^2 test: -0.114 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.923, Explained Variance Score Train: 0.489 AUC Validation: 0.537, Explained Variance Score Validation: -0.110 AUC Test: 0.565, Explained Variance Score Test: -0.027 Bootstrap CV 30, alpha = (3000, 2, 1), R^2 train: 0.867, R^2 test: 0.009 Bootstrap CV 30, alpha = (3000, 2, 2), R^2 train: 0.826, R^2 test: 0.015 Bootstrap CV 30, alpha = (3000, 2, 5), R^2 train: 0.645, R^2 test: 0.022 Bootstrap CV 30, alpha = (3000, 2, 7), R^2 train: 0.540, R^2 test: 0.031 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.953, Explained Variance Score Train: 0.540 AUC Validation: 0.545, Explained Variance Score Validation: 0.036 AUC Test: 0.551, Explained Variance Score Test: 0.001 Bootstrap CV 28, alpha = (3000, 2, 1), R^2 train: 0.845, R^2 test: -0.135 Bootstrap CV 28, alpha = (3000, 2, 2), R^2 train: 0.734, R^2 test: -0.129 Bootstrap CV 28, alpha = (3000, 2, 5), R^2 train: 0.520, R^2 test: -0.112 Bootstrap CV 28, alpha = (3000, 2, 7), R^2 train: 0.418, R^2 test: -0.115 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.910, Explained Variance Score Train: 0.418 AUC Validation: 0.574, Explained Variance Score Validation: -0.107 AUC Test: 0.556, Explained Variance Score Test: -0.032 Bootstrap CV 17, alpha = (3000, 2, 1), R^2 train: 0.864, R^2 test: -0.026 Bootstrap CV 17, alpha = (3000, 2, 2), R^2 train: 0.801, R^2 test: -0.025 Bootstrap CV 17, alpha = (3000, 2, 5), R^2 train: 0.603, R^2 test: -0.019 Bootstrap CV 17, alpha = (3000, 2, 7), R^2 train: 0.509, R^2 test: -0.014 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.929, Explained Variance Score Train: 0.509 AUC Validation: 0.595, Explained Variance Score Validation: 0.036 AUC Test: 0.584, Explained Variance Score Test: 0.032 Bootstrap CV 19, alpha = (3000, 2, 1), R^2 train: 0.852, R^2 test: -0.061 Bootstrap CV 19, alpha = (3000, 2, 2), R^2 train: 0.788, R^2 test: -0.054 Bootstrap CV 19, alpha = (3000, 2, 5), R^2 train: 0.579, R^2 test: 0.004 Bootstrap CV 19, alpha = (3000, 2, 7), R^2 train: 0.478, R^2 test: 0.018 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.950, Explained Variance Score Train: 0.478 AUC Validation: 0.544, Explained Variance Score Validation: 0.019 AUC Test: 0.590, Explained Variance Score Test: 0.009 Bootstrap CV 16, alpha = (3000, 2, 1), R^2 train: 0.853, R^2 test: -0.108 Bootstrap CV 16, alpha = (3000, 2, 2), R^2 train: 0.774, R^2 test: 0.043 Bootstrap CV 16, alpha = (3000, 2, 5), R^2 train: 0.523, R^2 test: 0.050 Bootstrap CV 16, alpha = (3000, 2, 7), R^2 train: 0.425, R^2 test: 0.044 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.955, Explained Variance Score Train: 0.425 AUC Validation: 0.536, Explained Variance Score Validation: 0.077 AUC Test: 0.500, Explained Variance Score Test: -0.038 Bootstrap CV 22, alpha = (3000, 2, 1), R^2 train: 0.844, R^2 test: -0.042 Bootstrap CV 22, alpha = (3000, 2, 2), R^2 train: 0.745, R^2 test: -0.034 Bootstrap CV 22, alpha = (3000, 2, 5), R^2 train: 0.548, R^2 test: 0.007 Bootstrap CV 22, alpha = (3000, 2, 7), R^2 train: 0.451, R^2 test: 0.015 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.959, Explained Variance Score Train: 0.451 AUC Validation: 0.556, Explained Variance Score Validation: 0.021 AUC Test: 0.557, Explained Variance Score Test: -0.023 Bootstrap CV 20, alpha = (3000, 2, 1), R^2 train: 0.859, R^2 test: -0.106 Bootstrap CV 20, alpha = (3000, 2, 2), R^2 train: 0.768, R^2 test: -0.038 Bootstrap CV 20, alpha = (3000, 2, 5), R^2 train: 0.582, R^2 test: 0.031 Bootstrap CV 20, alpha = (3000, 2, 7), R^2 train: 0.487, R^2 test: 0.046 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.970, Explained Variance Score Train: 0.582 AUC Validation: 0.622, Explained Variance Score Validation: 0.031 AUC Test: 0.575, Explained Variance Score Test: 0.014 Bootstrap CV 31, alpha = (3000, 2, 1), R^2 train: 0.857, R^2 test: -0.092 Bootstrap CV 31, alpha = (3000, 2, 2), R^2 train: 0.768, R^2 test: -0.216 Bootstrap CV 31, alpha = (3000, 2, 5), R^2 train: 0.536, R^2 test: -0.090 Bootstrap CV 31, alpha = (3000, 2, 7), R^2 train: 0.445, R^2 test: -0.073 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.949, Explained Variance Score Train: 0.445 AUC Validation: 0.552, Explained Variance Score Validation: -0.050 AUC Test: 0.578, Explained Variance Score Test: 0.010 Bootstrap CV 23, alpha = (3000, 2, 1), R^2 train: 0.849, R^2 test: -0.035 Bootstrap CV 23, alpha = (3000, 2, 2), R^2 train: 0.795, R^2 test: -0.010 Bootstrap CV 23, alpha = (3000, 2, 5), R^2 train: 0.601, R^2 test: 0.029 Bootstrap CV 23, alpha = (3000, 2, 7), R^2 train: 0.505, R^2 test: 0.029 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.982, Explained Variance Score Train: 0.795 AUC Validation: 0.639, Explained Variance Score Validation: -0.004 AUC Test: 0.615, Explained Variance Score Test: 0.030 Running batch 3 of 7 with 16 nodes Bootstrap CV 36, alpha = (3000, 2, 1), R^2 train: 0.871, R^2 test: -0.200 Bootstrap CV 36, alpha = (3000, 2, 2), R^2 train: 0.791, R^2 test: -0.159 Bootstrap CV 36, alpha = (3000, 2, 5), R^2 train: 0.578, R^2 test: -0.114 Bootstrap CV 36, alpha = (3000, 2, 7), R^2 train: 0.488, R^2 test: -0.102 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.941, Explained Variance Score Train: 0.488 AUC Validation: 0.588, Explained Variance Score Validation: -0.102 AUC Test: 0.597, Explained Variance Score Test: -0.031 Bootstrap CV 38, alpha = (3000, 2, 1), R^2 train: 0.861, R^2 test: -0.372 Bootstrap CV 38, alpha = (3000, 2, 2), R^2 train: 0.782, R^2 test: -0.192 Bootstrap CV 38, alpha = (3000, 2, 5), R^2 train: 0.589, R^2 test: -0.159 Bootstrap CV 38, alpha = (3000, 2, 7), R^2 train: 0.493, R^2 test: -0.156 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.922, Explained Variance Score Train: 0.494 AUC Validation: 0.598, Explained Variance Score Validation: -0.098 AUC Test: 0.581, Explained Variance Score Test: -0.134 Bootstrap CV 40, alpha = (3000, 2, 1), R^2 train: 0.860, R^2 test: 0.023 Bootstrap CV 40, alpha = (3000, 2, 2), R^2 train: 0.810, R^2 test: 0.025 Bootstrap CV 40, alpha = (3000, 2, 5), R^2 train: 0.619, R^2 test: 0.018 Bootstrap CV 40, alpha = (3000, 2, 7), R^2 train: 0.514, R^2 test: 0.010 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.935, Explained Variance Score Train: 0.515 AUC Validation: 0.665, Explained Variance Score Validation: 0.010 AUC Test: 0.596, Explained Variance Score Test: 0.045 Bootstrap CV 44, alpha = (3000, 2, 1), R^2 train: 0.863, R^2 test: -0.203 Bootstrap CV 44, alpha = (3000, 2, 2), R^2 train: 0.774, R^2 test: -0.156 Bootstrap CV 44, alpha = (3000, 2, 5), R^2 train: 0.545, R^2 test: -0.089 Bootstrap CV 44, alpha = (3000, 2, 7), R^2 train: 0.460, R^2 test: -0.071 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.911, Explained Variance Score Train: 0.460 AUC Validation: 0.644, Explained Variance Score Validation: -0.060 AUC Test: 0.592, Explained Variance Score Test: 0.007 Bootstrap CV 47, alpha = (3000, 2, 1), R^2 train: 0.854, R^2 test: -0.049 Bootstrap CV 47, alpha = (3000, 2, 2), R^2 train: 0.785, R^2 test: -0.026 Bootstrap CV 47, alpha = (3000, 2, 5), R^2 train: 0.571, R^2 test: -0.032 Bootstrap CV 47, alpha = (3000, 2, 7), R^2 train: 0.470, R^2 test: -0.031 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.909, Explained Variance Score Train: 0.470 AUC Validation: 0.539, Explained Variance Score Validation: 0.006 AUC Test: 0.593, Explained Variance Score Test: 0.026 Bootstrap CV 46, alpha = (3000, 2, 1), R^2 train: 0.867, R^2 test: -0.146 Bootstrap CV 46, alpha = (3000, 2, 2), R^2 train: 0.798, R^2 test: -0.141 Bootstrap CV 46, alpha = (3000, 2, 5), R^2 train: 0.568, R^2 test: -0.095 Bootstrap CV 46, alpha = (3000, 2, 7), R^2 train: 0.477, R^2 test: -0.086 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.909, Explained Variance Score Train: 0.477 AUC Validation: 0.585, Explained Variance Score Validation: -0.086 AUC Test: 0.650, Explained Variance Score Test: 0.048 Bootstrap CV 34, alpha = (3000, 2, 1), R^2 train: 0.861, R^2 test: -0.019 Bootstrap CV 34, alpha = (3000, 2, 2), R^2 train: 0.803, R^2 test: -0.003 Bootstrap CV 34, alpha = (3000, 2, 5), R^2 train: 0.591, R^2 test: 0.001 Bootstrap CV 34, alpha = (3000, 2, 7), R^2 train: 0.485, R^2 test: 0.012 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.948, Explained Variance Score Train: 0.485 AUC Validation: 0.613, Explained Variance Score Validation: 0.015 AUC Test: 0.523, Explained Variance Score Test: -0.036 Bootstrap CV 32, alpha = (3000, 2, 1), R^2 train: 0.845, R^2 test: 0.024 Bootstrap CV 32, alpha = (3000, 2, 2), R^2 train: 0.760, R^2 test: 0.031 Bootstrap CV 32, alpha = (3000, 2, 5), R^2 train: 0.563, R^2 test: 0.056 Bootstrap CV 32, alpha = (3000, 2, 7), R^2 train: 0.464, R^2 test: 0.064 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.947, Explained Variance Score Train: 0.464 AUC Validation: 0.679, Explained Variance Score Validation: 0.074 AUC Test: 0.593, Explained Variance Score Test: 0.012 Bootstrap CV 39, alpha = (3000, 2, 1), R^2 train: 0.861, R^2 test: -0.009 Bootstrap CV 39, alpha = (3000, 2, 2), R^2 train: 0.813, R^2 test: -0.015 Bootstrap CV 39, alpha = (3000, 2, 5), R^2 train: 0.617, R^2 test: -0.027 Bootstrap CV 39, alpha = (3000, 2, 7), R^2 train: 0.522, R^2 test: -0.029 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.932, Explained Variance Score Train: 0.522 AUC Validation: 0.571, Explained Variance Score Validation: -0.022 AUC Test: 0.584, Explained Variance Score Test: 0.018 Bootstrap CV 33, alpha = (3000, 2, 1), R^2 train: 0.873, R^2 test: -0.080 Bootstrap CV 33, alpha = (3000, 2, 2), R^2 train: 0.810, R^2 test: -0.010 Bootstrap CV 33, alpha = (3000, 2, 5), R^2 train: 0.632, R^2 test: 0.046 Bootstrap CV 33, alpha = (3000, 2, 7), R^2 train: 0.540, R^2 test: 0.056 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.956, Explained Variance Score Train: 0.632 AUC Validation: 0.613, Explained Variance Score Validation: 0.061 AUC Test: 0.579, Explained Variance Score Test: -0.002 Bootstrap CV 37, alpha = (3000, 2, 1), R^2 train: 0.858, R^2 test: -0.027 Bootstrap CV 37, alpha = (3000, 2, 2), R^2 train: 0.772, R^2 test: -0.022 Bootstrap CV 37, alpha = (3000, 2, 5), R^2 train: 0.576, R^2 test: -0.002 Bootstrap CV 37, alpha = (3000, 2, 7), R^2 train: 0.480, R^2 test: 0.008 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.955, Explained Variance Score Train: 0.480 AUC Validation: 0.666, Explained Variance Score Validation: 0.026 AUC Test: 0.574, Explained Variance Score Test: 0.007 Bootstrap CV 43, alpha = (3000, 2, 1), R^2 train: 0.862, R^2 test: 0.080 Bootstrap CV 43, alpha = (3000, 2, 2), R^2 train: 0.789, R^2 test: 0.089 Bootstrap CV 43, alpha = (3000, 2, 5), R^2 train: 0.566, R^2 test: 0.097 Bootstrap CV 43, alpha = (3000, 2, 7), R^2 train: 0.461, R^2 test: 0.075 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.943, Explained Variance Score Train: 0.461 AUC Validation: 0.614, Explained Variance Score Validation: 0.086 AUC Test: 0.639, Explained Variance Score Test: 0.022 Bootstrap CV 41, alpha = (3000, 2, 1), R^2 train: 0.850, R^2 test: -0.118 Bootstrap CV 41, alpha = (3000, 2, 2), R^2 train: 0.794, R^2 test: -0.109 Bootstrap CV 41, alpha = (3000, 2, 5), R^2 train: 0.590, R^2 test: -0.079 Bootstrap CV 41, alpha = (3000, 2, 7), R^2 train: 0.483, R^2 test: -0.066 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.909, Explained Variance Score Train: 0.483 AUC Validation: 0.633, Explained Variance Score Validation: -0.057 AUC Test: 0.638, Explained Variance Score Test: 0.055 Bootstrap CV 35, alpha = (3000, 2, 1), R^2 train: 0.847, R^2 test: -0.008 Bootstrap CV 35, alpha = (3000, 2, 2), R^2 train: 0.734, R^2 test: 0.003 Bootstrap CV 35, alpha = (3000, 2, 5), R^2 train: 0.509, R^2 test: 0.046 Bootstrap CV 35, alpha = (3000, 2, 7), R^2 train: 0.411, R^2 test: 0.042 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.944, Explained Variance Score Train: 0.411 AUC Validation: 0.686, Explained Variance Score Validation: 0.042 AUC Test: 0.587, Explained Variance Score Test: -0.026 Bootstrap CV 42, alpha = (3000, 2, 1), R^2 train: 0.855, R^2 test: -0.199 Bootstrap CV 42, alpha = (3000, 2, 2), R^2 train: 0.788, R^2 test: -0.124 Bootstrap CV 42, alpha = (3000, 2, 5), R^2 train: 0.584, R^2 test: -0.095 Bootstrap CV 42, alpha = (3000, 2, 7), R^2 train: 0.498, R^2 test: -0.069 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.939, Explained Variance Score Train: 0.498 AUC Validation: 0.552, Explained Variance Score Validation: -0.064 AUC Test: 0.530, Explained Variance Score Test: -0.057 Bootstrap CV 45, alpha = (3000, 2, 1), R^2 train: 0.842, R^2 test: -0.202 Bootstrap CV 45, alpha = (3000, 2, 2), R^2 train: 0.766, R^2 test: -0.119 Bootstrap CV 45, alpha = (3000, 2, 5), R^2 train: 0.547, R^2 test: -0.055 Bootstrap CV 45, alpha = (3000, 2, 7), R^2 train: 0.453, R^2 test: -0.026 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.983, Explained Variance Score Train: 0.767 AUC Validation: 0.526, Explained Variance Score Validation: -0.109 AUC Test: 0.584, Explained Variance Score Test: 0.024 Running batch 4 of 7 with 16 nodes Bootstrap CV 49, alpha = (3000, 2, 1), R^2 train: 0.863, R^2 test: -0.228 Bootstrap CV 49, alpha = (3000, 2, 2), R^2 train: 0.805, R^2 test: -0.206 Bootstrap CV 49, alpha = (3000, 2, 5), R^2 train: 0.606, R^2 test: -0.179 Bootstrap CV 49, alpha = (3000, 2, 7), R^2 train: 0.514, R^2 test: -0.153 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.946, Explained Variance Score Train: 0.514 AUC Validation: 0.458, Explained Variance Score Validation: -0.143 AUC Test: 0.621, Explained Variance Score Test: 0.043 Bootstrap CV 59, alpha = (3000, 2, 1), R^2 train: 0.845, R^2 test: -0.157 Bootstrap CV 59, alpha = (3000, 2, 2), R^2 train: 0.788, R^2 test: -0.129 Bootstrap CV 59, alpha = (3000, 2, 5), R^2 train: 0.606, R^2 test: -0.115 Bootstrap CV 59, alpha = (3000, 2, 7), R^2 train: 0.504, R^2 test: -0.109 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.931, Explained Variance Score Train: 0.504 AUC Validation: 0.520, Explained Variance Score Validation: -0.109 AUC Test: 0.551, Explained Variance Score Test: -0.026 Bootstrap CV 63, alpha = (3000, 2, 1), R^2 train: 0.865, R^2 test: 0.008 Bootstrap CV 63, alpha = (3000, 2, 2), R^2 train: 0.796, R^2 test: 0.033 Bootstrap CV 63, alpha = (3000, 2, 5), R^2 train: 0.571, R^2 test: 0.009 Bootstrap CV 63, alpha = (3000, 2, 7), R^2 train: 0.483, R^2 test: 0.021 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.926, Explained Variance Score Train: 0.483 AUC Validation: 0.637, Explained Variance Score Validation: 0.021 AUC Test: 0.618, Explained Variance Score Test: 0.033 Bootstrap CV 54, alpha = (3000, 2, 1), R^2 train: 0.869, R^2 test: 0.107 Bootstrap CV 54, alpha = (3000, 2, 2), R^2 train: 0.813, R^2 test: 0.116 Bootstrap CV 54, alpha = (3000, 2, 5), R^2 train: 0.597, R^2 test: 0.149 Bootstrap CV 54, alpha = (3000, 2, 7), R^2 train: 0.507, R^2 test: 0.149 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.931, Explained Variance Score Train: 0.507 AUC Validation: 0.677, Explained Variance Score Validation: 0.149 AUC Test: 0.591, Explained Variance Score Test: 0.008 Bootstrap CV 61, alpha = (3000, 2, 1), R^2 train: 0.839, R^2 test: -0.011 Bootstrap CV 61, alpha = (3000, 2, 2), R^2 train: 0.757, R^2 test: 0.005 Bootstrap CV 61, alpha = (3000, 2, 5), R^2 train: 0.543, R^2 test: 0.019 Bootstrap CV 61, alpha = (3000, 2, 7), R^2 train: 0.447, R^2 test: 0.025 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.903, Explained Variance Score Train: 0.447 AUC Validation: 0.574, Explained Variance Score Validation: 0.026 AUC Test: 0.583, Explained Variance Score Test: -0.001 Bootstrap CV 48, alpha = (3000, 2, 1), R^2 train: 0.855, R^2 test: -0.088 Bootstrap CV 48, alpha = (3000, 2, 2), R^2 train: 0.768, R^2 test: -0.104 Bootstrap CV 48, alpha = (3000, 2, 5), R^2 train: 0.565, R^2 test: -0.067 Bootstrap CV 48, alpha = (3000, 2, 7), R^2 train: 0.468, R^2 test: -0.052 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.955, Explained Variance Score Train: 0.565 AUC Validation: 0.449, Explained Variance Score Validation: -0.028 AUC Test: 0.530, Explained Variance Score Test: -0.041 Bootstrap CV 60, alpha = (3000, 2, 1), R^2 train: 0.841, R^2 test: 0.018 Bootstrap CV 60, alpha = (3000, 2, 2), R^2 train: 0.740, R^2 test: 0.063 Bootstrap CV 60, alpha = (3000, 2, 5), R^2 train: 0.513, R^2 test: 0.040 Bootstrap CV 60, alpha = (3000, 2, 7), R^2 train: 0.420, R^2 test: 0.027 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.961, Explained Variance Score Train: 0.513 AUC Validation: 0.638, Explained Variance Score Validation: 0.040 AUC Test: 0.601, Explained Variance Score Test: 0.030 Bootstrap CV 58, alpha = (3000, 2, 1), R^2 train: 0.852, R^2 test: -0.171 Bootstrap CV 58, alpha = (3000, 2, 2), R^2 train: 0.760, R^2 test: -0.131 Bootstrap CV 58, alpha = (3000, 2, 5), R^2 train: 0.536, R^2 test: -0.108 Bootstrap CV 58, alpha = (3000, 2, 7), R^2 train: 0.439, R^2 test: -0.085 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.933, Explained Variance Score Train: 0.439 AUC Validation: 0.501, Explained Variance Score Validation: -0.051 AUC Test: 0.542, Explained Variance Score Test: -0.047 Bootstrap CV 62, alpha = (3000, 2, 1), R^2 train: 0.862, R^2 test: -0.053 Bootstrap CV 62, alpha = (3000, 2, 2), R^2 train: 0.806, R^2 test: -0.068 Bootstrap CV 62, alpha = (3000, 2, 5), R^2 train: 0.605, R^2 test: -0.033 Bootstrap CV 62, alpha = (3000, 2, 7), R^2 train: 0.499, R^2 test: -0.005 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.954, Explained Variance Score Train: 0.605 AUC Validation: 0.587, Explained Variance Score Validation: -0.014 AUC Test: 0.616, Explained Variance Score Test: 0.035 Bootstrap CV 53, alpha = (3000, 2, 1), R^2 train: 0.829, R^2 test: -0.188 Bootstrap CV 53, alpha = (3000, 2, 2), R^2 train: 0.730, R^2 test: -0.053 Bootstrap CV 53, alpha = (3000, 2, 5), R^2 train: 0.516, R^2 test: -0.012 Bootstrap CV 53, alpha = (3000, 2, 7), R^2 train: 0.418, R^2 test: -0.008 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.965, Explained Variance Score Train: 0.418 AUC Validation: 0.579, Explained Variance Score Validation: 0.003 AUC Test: 0.594, Explained Variance Score Test: 0.024 Bootstrap CV 52, alpha = (3000, 2, 1), R^2 train: 0.865, R^2 test: -0.152 Bootstrap CV 52, alpha = (3000, 2, 2), R^2 train: 0.776, R^2 test: -0.128 Bootstrap CV 52, alpha = (3000, 2, 5), R^2 train: 0.580, R^2 test: -0.149 Bootstrap CV 52, alpha = (3000, 2, 7), R^2 train: 0.483, R^2 test: -0.151 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.931, Explained Variance Score Train: 0.580 AUC Validation: 0.443, Explained Variance Score Validation: -0.142 AUC Test: 0.578, Explained Variance Score Test: -0.013 Bootstrap CV 51, alpha = (3000, 2, 1), R^2 train: 0.845, R^2 test: -0.136 Bootstrap CV 51, alpha = (3000, 2, 2), R^2 train: 0.747, R^2 test: -0.109 Bootstrap CV 51, alpha = (3000, 2, 5), R^2 train: 0.533, R^2 test: -0.017 Bootstrap CV 51, alpha = (3000, 2, 7), R^2 train: 0.437, R^2 test: 0.002 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.922, Explained Variance Score Train: 0.437 AUC Validation: 0.619, Explained Variance Score Validation: 0.012 AUC Test: 0.558, Explained Variance Score Test: -0.006 Bootstrap CV 57, alpha = (3000, 2, 1), R^2 train: 0.868, R^2 test: 0.109 Bootstrap CV 57, alpha = (3000, 2, 2), R^2 train: 0.817, R^2 test: 0.079 Bootstrap CV 57, alpha = (3000, 2, 5), R^2 train: 0.603, R^2 test: 0.049 Bootstrap CV 57, alpha = (3000, 2, 7), R^2 train: 0.496, R^2 test: 0.052 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.916, Explained Variance Score Train: 0.496 AUC Validation: 0.631, Explained Variance Score Validation: 0.052 AUC Test: 0.576, Explained Variance Score Test: -0.059 Bootstrap CV 56, alpha = (3000, 2, 1), R^2 train: 0.851, R^2 test: 0.010 Bootstrap CV 56, alpha = (3000, 2, 2), R^2 train: 0.764, R^2 test: 0.022 Bootstrap CV 56, alpha = (3000, 2, 5), R^2 train: 0.554, R^2 test: 0.057 Bootstrap CV 56, alpha = (3000, 2, 7), R^2 train: 0.462, R^2 test: 0.058 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.926, Explained Variance Score Train: 0.462 AUC Validation: 0.711, Explained Variance Score Validation: 0.073 AUC Test: 0.612, Explained Variance Score Test: 0.028 Bootstrap CV 55, alpha = (3000, 2, 1), R^2 train: 0.849, R^2 test: -0.173 Bootstrap CV 55, alpha = (3000, 2, 2), R^2 train: 0.742, R^2 test: -0.217 Bootstrap CV 55, alpha = (3000, 2, 5), R^2 train: 0.512, R^2 test: -0.010 Bootstrap CV 55, alpha = (3000, 2, 7), R^2 train: 0.417, R^2 test: 0.003 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.921, Explained Variance Score Train: 0.417 AUC Validation: 0.539, Explained Variance Score Validation: 0.006 AUC Test: 0.563, Explained Variance Score Test: 0.001 Bootstrap CV 50, alpha = (3000, 2, 1), R^2 train: 0.846, R^2 test: -0.032 Bootstrap CV 50, alpha = (3000, 2, 2), R^2 train: 0.779, R^2 test: -0.049 Bootstrap CV 50, alpha = (3000, 2, 5), R^2 train: 0.585, R^2 test: -0.066 Bootstrap CV 50, alpha = (3000, 2, 7), R^2 train: 0.486, R^2 test: -0.077 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.946, Explained Variance Score Train: 0.487 AUC Validation: 0.478, Explained Variance Score Validation: -0.074 AUC Test: 0.571, Explained Variance Score Test: -0.020 Running batch 5 of 7 with 16 nodes Bootstrap CV 72, alpha = (3000, 2, 1), R^2 train: 0.845, R^2 test: 0.002 Bootstrap CV 72, alpha = (3000, 2, 2), R^2 train: 0.763, R^2 test: 0.006 Bootstrap CV 72, alpha = (3000, 2, 5), R^2 train: 0.544, R^2 test: 0.020 Bootstrap CV 72, alpha = (3000, 2, 7), R^2 train: 0.447, R^2 test: 0.019 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.965, Explained Variance Score Train: 0.544 AUC Validation: 0.646, Explained Variance Score Validation: 0.028 AUC Test: 0.625, Explained Variance Score Test: 0.020 Bootstrap CV 76, alpha = (3000, 2, 1), R^2 train: 0.859, R^2 test: -0.086 Bootstrap CV 76, alpha = (3000, 2, 2), R^2 train: 0.783, R^2 test: -0.112 Bootstrap CV 76, alpha = (3000, 2, 5), R^2 train: 0.579, R^2 test: -0.083 Bootstrap CV 76, alpha = (3000, 2, 7), R^2 train: 0.475, R^2 test: -0.058 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.911, Explained Variance Score Train: 0.475 AUC Validation: 0.539, Explained Variance Score Validation: -0.058 AUC Test: 0.605, Explained Variance Score Test: 0.028 Bootstrap CV 74, alpha = (3000, 2, 1), R^2 train: 0.882, R^2 test: -0.121 Bootstrap CV 74, alpha = (3000, 2, 2), R^2 train: 0.813, R^2 test: -0.103 Bootstrap CV 74, alpha = (3000, 2, 5), R^2 train: 0.608, R^2 test: -0.096 Bootstrap CV 74, alpha = (3000, 2, 7), R^2 train: 0.516, R^2 test: -0.041 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.926, Explained Variance Score Train: 0.516 AUC Validation: 0.659, Explained Variance Score Validation: -0.035 AUC Test: 0.614, Explained Variance Score Test: 0.005 Bootstrap CV 67, alpha = (3000, 2, 1), R^2 train: 0.854, R^2 test: -0.072 Bootstrap CV 67, alpha = (3000, 2, 2), R^2 train: 0.793, R^2 test: -0.070 Bootstrap CV 67, alpha = (3000, 2, 5), R^2 train: 0.572, R^2 test: -0.049 Bootstrap CV 67, alpha = (3000, 2, 7), R^2 train: 0.472, R^2 test: -0.044 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.950, Explained Variance Score Train: 0.472 AUC Validation: 0.616, Explained Variance Score Validation: -0.010 AUC Test: 0.566, Explained Variance Score Test: 0.017 Bootstrap CV 66, alpha = (3000, 2, 1), R^2 train: 0.860, R^2 test: -0.215 Bootstrap CV 66, alpha = (3000, 2, 2), R^2 train: 0.783, R^2 test: -0.190 Bootstrap CV 66, alpha = (3000, 2, 5), R^2 train: 0.572, R^2 test: -0.093 Bootstrap CV 66, alpha = (3000, 2, 7), R^2 train: 0.479, R^2 test: -0.066 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.956, Explained Variance Score Train: 0.479 AUC Validation: 0.553, Explained Variance Score Validation: -0.056 AUC Test: 0.582, Explained Variance Score Test: -0.022 Bootstrap CV 70, alpha = (3000, 2, 1), R^2 train: 0.862, R^2 test: -0.093 Bootstrap CV 70, alpha = (3000, 2, 2), R^2 train: 0.825, R^2 test: -0.103 Bootstrap CV 70, alpha = (3000, 2, 5), R^2 train: 0.646, R^2 test: -0.108 Bootstrap CV 70, alpha = (3000, 2, 7), R^2 train: 0.548, R^2 test: -0.088 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.933, Explained Variance Score Train: 0.548 AUC Validation: 0.585, Explained Variance Score Validation: -0.082 AUC Test: 0.595, Explained Variance Score Test: 0.077 Bootstrap CV 77, alpha = (3000, 2, 1), R^2 train: 0.854, R^2 test: -0.013 Bootstrap CV 77, alpha = (3000, 2, 2), R^2 train: 0.760, R^2 test: 0.008 Bootstrap CV 77, alpha = (3000, 2, 5), R^2 train: 0.546, R^2 test: 0.062 Bootstrap CV 77, alpha = (3000, 2, 7), R^2 train: 0.445, R^2 test: 0.063 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.969, Explained Variance Score Train: 0.445 AUC Validation: 0.662, Explained Variance Score Validation: 0.069 AUC Test: 0.573, Explained Variance Score Test: -0.011 Bootstrap CV 73, alpha = (3000, 2, 1), R^2 train: 0.854, R^2 test: -0.076 Bootstrap CV 73, alpha = (3000, 2, 2), R^2 train: 0.802, R^2 test: -0.079 Bootstrap CV 73, alpha = (3000, 2, 5), R^2 train: 0.603, R^2 test: -0.069 Bootstrap CV 73, alpha = (3000, 2, 7), R^2 train: 0.503, R^2 test: -0.070 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.953, Explained Variance Score Train: 0.503 AUC Validation: 0.478, Explained Variance Score Validation: -0.029 AUC Test: 0.530, Explained Variance Score Test: -0.016 Bootstrap CV 79, alpha = (3000, 2, 1), R^2 train: 0.852, R^2 test: -0.019 Bootstrap CV 79, alpha = (3000, 2, 2), R^2 train: 0.793, R^2 test: -0.006 Bootstrap CV 79, alpha = (3000, 2, 5), R^2 train: 0.591, R^2 test: 0.017 Bootstrap CV 79, alpha = (3000, 2, 7), R^2 train: 0.489, R^2 test: 0.022 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.991, Explained Variance Score Train: 0.793 AUC Validation: 0.528, Explained Variance Score Validation: -0.004 AUC Test: 0.559, Explained Variance Score Test: 0.009 Bootstrap CV 68, alpha = (3000, 2, 1), R^2 train: 0.834, R^2 test: -0.123 Bootstrap CV 68, alpha = (3000, 2, 2), R^2 train: 0.760, R^2 test: -0.081 Bootstrap CV 68, alpha = (3000, 2, 5), R^2 train: 0.544, R^2 test: -0.030 Bootstrap CV 68, alpha = (3000, 2, 7), R^2 train: 0.448, R^2 test: -0.006 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.960, Explained Variance Score Train: 0.448 AUC Validation: 0.602, Explained Variance Score Validation: -0.005 AUC Test: 0.615, Explained Variance Score Test: 0.035 Bootstrap CV 75, alpha = (3000, 2, 1), R^2 train: 0.848, R^2 test: -0.065 Bootstrap CV 75, alpha = (3000, 2, 2), R^2 train: 0.759, R^2 test: -0.078 Bootstrap CV 75, alpha = (3000, 2, 5), R^2 train: 0.551, R^2 test: -0.053 Bootstrap CV 75, alpha = (3000, 2, 7), R^2 train: 0.454, R^2 test: -0.040 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.944, Explained Variance Score Train: 0.454 AUC Validation: 0.525, Explained Variance Score Validation: -0.035 AUC Test: 0.578, Explained Variance Score Test: -0.006 Bootstrap CV 69, alpha = (3000, 2, 1), R^2 train: 0.866, R^2 test: -0.527 Bootstrap CV 69, alpha = (3000, 2, 2), R^2 train: 0.806, R^2 test: -0.506 Bootstrap CV 69, alpha = (3000, 2, 5), R^2 train: 0.579, R^2 test: -0.343 Bootstrap CV 69, alpha = (3000, 2, 7), R^2 train: 0.505, R^2 test: -0.301 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.919, Explained Variance Score Train: 0.505 AUC Validation: 0.487, Explained Variance Score Validation: -0.290 AUC Test: 0.609, Explained Variance Score Test: -0.123 Bootstrap CV 65, alpha = (3000, 2, 1), R^2 train: 0.844, R^2 test: -0.355 Bootstrap CV 65, alpha = (3000, 2, 2), R^2 train: 0.742, R^2 test: -0.405 Bootstrap CV 65, alpha = (3000, 2, 5), R^2 train: 0.513, R^2 test: -0.366 Bootstrap CV 65, alpha = (3000, 2, 7), R^2 train: 0.411, R^2 test: -0.345 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.956, Explained Variance Score Train: 0.514 AUC Validation: 0.485, Explained Variance Score Validation: -0.282 AUC Test: 0.585, Explained Variance Score Test: -0.015 Bootstrap CV 78, alpha = (3000, 2, 1), R^2 train: 0.841, R^2 test: -0.062 Bootstrap CV 78, alpha = (3000, 2, 2), R^2 train: 0.746, R^2 test: -0.046 Bootstrap CV 78, alpha = (3000, 2, 5), R^2 train: 0.530, R^2 test: -0.018 Bootstrap CV 78, alpha = (3000, 2, 7), R^2 train: 0.430, R^2 test: -0.003 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.925, Explained Variance Score Train: 0.430 AUC Validation: 0.559, Explained Variance Score Validation: -0.002 AUC Test: 0.548, Explained Variance Score Test: -0.008 Bootstrap CV 64, alpha = (3000, 2, 1), R^2 train: 0.856, R^2 test: -0.404 Bootstrap CV 64, alpha = (3000, 2, 2), R^2 train: 0.737, R^2 test: -0.118 Bootstrap CV 64, alpha = (3000, 2, 5), R^2 train: 0.524, R^2 test: -0.045 Bootstrap CV 64, alpha = (3000, 2, 7), R^2 train: 0.426, R^2 test: -0.029 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.901, Explained Variance Score Train: 0.426 AUC Validation: 0.608, Explained Variance Score Validation: -0.029 AUC Test: 0.604, Explained Variance Score Test: 0.036 Bootstrap CV 71, alpha = (3000, 2, 1), R^2 train: 0.841, R^2 test: -0.191 Bootstrap CV 71, alpha = (3000, 2, 2), R^2 train: 0.716, R^2 test: -0.103 Bootstrap CV 71, alpha = (3000, 2, 5), R^2 train: 0.518, R^2 test: -0.030 Bootstrap CV 71, alpha = (3000, 2, 7), R^2 train: 0.418, R^2 test: -0.036 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.938, Explained Variance Score Train: 0.418 AUC Validation: 0.515, Explained Variance Score Validation: -0.022 AUC Test: 0.556, Explained Variance Score Test: 0.008 Running batch 6 of 7 with 16 nodes Bootstrap CV 92, alpha = (3000, 2, 1), R^2 train: 0.872, R^2 test: -0.090 Bootstrap CV 92, alpha = (3000, 2, 2), R^2 train: 0.828, R^2 test: -0.049 Bootstrap CV 92, alpha = (3000, 2, 5), R^2 train: 0.648, R^2 test: -0.029 Bootstrap CV 92, alpha = (3000, 2, 7), R^2 train: 0.559, R^2 test: -0.042 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.955, Explained Variance Score Train: 0.560 AUC Validation: 0.507, Explained Variance Score Validation: -0.033 AUC Test: 0.608, Explained Variance Score Test: -0.011 Bootstrap CV 85, alpha = (3000, 2, 1), R^2 train: 0.863, R^2 test: -0.032 Bootstrap CV 85, alpha = (3000, 2, 2), R^2 train: 0.817, R^2 test: -0.031 Bootstrap CV 85, alpha = (3000, 2, 5), R^2 train: 0.621, R^2 test: 0.009 Bootstrap CV 85, alpha = (3000, 2, 7), R^2 train: 0.509, R^2 test: 0.023 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.951, Explained Variance Score Train: 0.509 AUC Validation: 0.609, Explained Variance Score Validation: 0.030 AUC Test: 0.547, Explained Variance Score Test: 0.003 Bootstrap CV 94, alpha = (3000, 2, 1), R^2 train: 0.864, R^2 test: -0.107 Bootstrap CV 94, alpha = (3000, 2, 2), R^2 train: 0.814, R^2 test: -0.095 Bootstrap CV 94, alpha = (3000, 2, 5), R^2 train: 0.623, R^2 test: -0.102 Bootstrap CV 94, alpha = (3000, 2, 7), R^2 train: 0.518, R^2 test: -0.103 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.927, Explained Variance Score Train: 0.518 AUC Validation: 0.457, Explained Variance Score Validation: -0.035 AUC Test: 0.585, Explained Variance Score Test: -0.051 Bootstrap CV 82, alpha = (3000, 2, 1), R^2 train: 0.859, R^2 test: -0.152 Bootstrap CV 82, alpha = (3000, 2, 2), R^2 train: 0.787, R^2 test: -0.113 Bootstrap CV 82, alpha = (3000, 2, 5), R^2 train: 0.577, R^2 test: -0.063 Bootstrap CV 82, alpha = (3000, 2, 7), R^2 train: 0.480, R^2 test: -0.051 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.955, Explained Variance Score Train: 0.480 AUC Validation: 0.510, Explained Variance Score Validation: -0.050 AUC Test: 0.569, Explained Variance Score Test: 0.017 Bootstrap CV 88, alpha = (3000, 2, 1), R^2 train: 0.870, R^2 test: -0.144 Bootstrap CV 88, alpha = (3000, 2, 2), R^2 train: 0.818, R^2 test: -0.151 Bootstrap CV 88, alpha = (3000, 2, 5), R^2 train: 0.629, R^2 test: -0.155 Bootstrap CV 88, alpha = (3000, 2, 7), R^2 train: 0.519, R^2 test: -0.143 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.911, Explained Variance Score Train: 0.519 AUC Validation: 0.550, Explained Variance Score Validation: -0.139 AUC Test: 0.587, Explained Variance Score Test: -0.047 Bootstrap CV 87, alpha = (3000, 2, 1), R^2 train: 0.846, R^2 test: 0.025 Bootstrap CV 87, alpha = (3000, 2, 2), R^2 train: 0.741, R^2 test: 0.019 Bootstrap CV 87, alpha = (3000, 2, 5), R^2 train: 0.512, R^2 test: 0.033 Bootstrap CV 87, alpha = (3000, 2, 7), R^2 train: 0.426, R^2 test: 0.037 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.950, Explained Variance Score Train: 0.426 AUC Validation: 0.559, Explained Variance Score Validation: 0.038 AUC Test: 0.613, Explained Variance Score Test: 0.026 Bootstrap CV 95, alpha = (3000, 2, 1), R^2 train: 0.852, R^2 test: -0.141 Bootstrap CV 95, alpha = (3000, 2, 2), R^2 train: 0.766, R^2 test: -0.084 Bootstrap CV 95, alpha = (3000, 2, 5), R^2 train: 0.554, R^2 test: -0.021 Bootstrap CV 95, alpha = (3000, 2, 7), R^2 train: 0.458, R^2 test: -0.012 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.950, Explained Variance Score Train: 0.459 AUC Validation: 0.595, Explained Variance Score Validation: -0.007 AUC Test: 0.530, Explained Variance Score Test: -0.035 Bootstrap CV 89, alpha = (3000, 2, 1), R^2 train: 0.866, R^2 test: -0.303 Bootstrap CV 89, alpha = (3000, 2, 2), R^2 train: 0.782, R^2 test: -0.185 Bootstrap CV 89, alpha = (3000, 2, 5), R^2 train: 0.566, R^2 test: -0.089 Bootstrap CV 89, alpha = (3000, 2, 7), R^2 train: 0.464, R^2 test: -0.082 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.936, Explained Variance Score Train: 0.464 AUC Validation: 0.514, Explained Variance Score Validation: -0.082 AUC Test: 0.577, Explained Variance Score Test: -0.053 Bootstrap CV 84, alpha = (3000, 2, 1), R^2 train: 0.851, R^2 test: 0.055 Bootstrap CV 84, alpha = (3000, 2, 2), R^2 train: 0.763, R^2 test: 0.060 Bootstrap CV 84, alpha = (3000, 2, 5), R^2 train: 0.554, R^2 test: 0.080 Bootstrap CV 84, alpha = (3000, 2, 7), R^2 train: 0.468, R^2 test: 0.084 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.917, Explained Variance Score Train: 0.468 AUC Validation: 0.649, Explained Variance Score Validation: 0.107 AUC Test: 0.621, Explained Variance Score Test: 0.049 Bootstrap CV 90, alpha = (3000, 2, 1), R^2 train: 0.865, R^2 test: -0.156 Bootstrap CV 90, alpha = (3000, 2, 2), R^2 train: 0.773, R^2 test: -0.108 Bootstrap CV 90, alpha = (3000, 2, 5), R^2 train: 0.535, R^2 test: -0.038 Bootstrap CV 90, alpha = (3000, 2, 7), R^2 train: 0.441, R^2 test: -0.029 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.930, Explained Variance Score Train: 0.441 AUC Validation: 0.589, Explained Variance Score Validation: 0.024 AUC Test: 0.626, Explained Variance Score Test: 0.027 Bootstrap CV 80, alpha = (3000, 2, 1), R^2 train: 0.849, R^2 test: 0.041 Bootstrap CV 80, alpha = (3000, 2, 2), R^2 train: 0.757, R^2 test: 0.009 Bootstrap CV 80, alpha = (3000, 2, 5), R^2 train: 0.532, R^2 test: -0.002 Bootstrap CV 80, alpha = (3000, 2, 7), R^2 train: 0.438, R^2 test: -0.002 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.949, Explained Variance Score Train: 0.438 AUC Validation: 0.618, Explained Variance Score Validation: 0.003 AUC Test: 0.568, Explained Variance Score Test: -0.012 Bootstrap CV 93, alpha = (3000, 2, 1), R^2 train: 0.832, R^2 test: -0.154 Bootstrap CV 93, alpha = (3000, 2, 2), R^2 train: 0.753, R^2 test: -0.084 Bootstrap CV 93, alpha = (3000, 2, 5), R^2 train: 0.537, R^2 test: -0.037 Bootstrap CV 93, alpha = (3000, 2, 7), R^2 train: 0.443, R^2 test: -0.040 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.932, Explained Variance Score Train: 0.443 AUC Validation: 0.574, Explained Variance Score Validation: -0.037 AUC Test: 0.595, Explained Variance Score Test: 0.019 Bootstrap CV 83, alpha = (3000, 2, 1), R^2 train: 0.846, R^2 test: 0.001 Bootstrap CV 83, alpha = (3000, 2, 2), R^2 train: 0.746, R^2 test: 0.020 Bootstrap CV 83, alpha = (3000, 2, 5), R^2 train: 0.544, R^2 test: 0.024 Bootstrap CV 83, alpha = (3000, 2, 7), R^2 train: 0.449, R^2 test: 0.032 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.951, Explained Variance Score Train: 0.449 AUC Validation: 0.530, Explained Variance Score Validation: 0.032 AUC Test: 0.524, Explained Variance Score Test: -0.043 Bootstrap CV 81, alpha = (3000, 2, 1), R^2 train: 0.847, R^2 test: -0.182 Bootstrap CV 81, alpha = (3000, 2, 2), R^2 train: 0.749, R^2 test: -0.177 Bootstrap CV 81, alpha = (3000, 2, 5), R^2 train: 0.536, R^2 test: -0.087 Bootstrap CV 81, alpha = (3000, 2, 7), R^2 train: 0.438, R^2 test: -0.089 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.942, Explained Variance Score Train: 0.438 AUC Validation: 0.450, Explained Variance Score Validation: -0.062 AUC Test: 0.595, Explained Variance Score Test: 0.009 Bootstrap CV 86, alpha = (3000, 2, 1), R^2 train: 0.865, R^2 test: -0.186 Bootstrap CV 86, alpha = (3000, 2, 2), R^2 train: 0.770, R^2 test: -0.148 Bootstrap CV 86, alpha = (3000, 2, 5), R^2 train: 0.566, R^2 test: -0.016 Bootstrap CV 86, alpha = (3000, 2, 7), R^2 train: 0.475, R^2 test: 0.013 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.911, Explained Variance Score Train: 0.475 AUC Validation: 0.598, Explained Variance Score Validation: 0.018 AUC Test: 0.543, Explained Variance Score Test: -0.016 Bootstrap CV 91, alpha = (3000, 2, 1), R^2 train: 0.851, R^2 test: -0.006 Bootstrap CV 91, alpha = (3000, 2, 2), R^2 train: 0.778, R^2 test: 0.010 Bootstrap CV 91, alpha = (3000, 2, 5), R^2 train: 0.574, R^2 test: 0.028 Bootstrap CV 91, alpha = (3000, 2, 7), R^2 train: 0.478, R^2 test: 0.032 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.924, Explained Variance Score Train: 0.478 AUC Validation: 0.566, Explained Variance Score Validation: 0.035 AUC Test: 0.582, Explained Variance Score Test: 0.014 Running batch 7 of 7 with 4 nodes Bootstrap CV 99, alpha = (3000, 2, 1), R^2 train: 0.866, R^2 test: -0.099 Bootstrap CV 99, alpha = (3000, 2, 2), R^2 train: 0.825, R^2 test: -0.089 Bootstrap CV 99, alpha = (3000, 2, 5), R^2 train: 0.638, R^2 test: -0.083 Bootstrap CV 99, alpha = (3000, 2, 7), R^2 train: 0.539, R^2 test: -0.075 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.945, Explained Variance Score Train: 0.539 AUC Validation: 0.625, Explained Variance Score Validation: -0.074 AUC Test: 0.586, Explained Variance Score Test: 0.013 Bootstrap CV 97, alpha = (3000, 2, 1), R^2 train: 0.857, R^2 test: -0.029 Bootstrap CV 97, alpha = (3000, 2, 2), R^2 train: 0.787, R^2 test: -0.037 Bootstrap CV 97, alpha = (3000, 2, 5), R^2 train: 0.579, R^2 test: -0.016 Bootstrap CV 97, alpha = (3000, 2, 7), R^2 train: 0.474, R^2 test: -0.030 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.925, Explained Variance Score Train: 0.474 AUC Validation: 0.582, Explained Variance Score Validation: 0.007 AUC Test: 0.552, Explained Variance Score Test: -0.009 Bootstrap CV 98, alpha = (3000, 2, 1), R^2 train: 0.853, R^2 test: -0.055 Bootstrap CV 98, alpha = (3000, 2, 2), R^2 train: 0.744, R^2 test: -0.032 Bootstrap CV 98, alpha = (3000, 2, 5), R^2 train: 0.546, R^2 test: -0.027 Bootstrap CV 98, alpha = (3000, 2, 7), R^2 train: 0.453, R^2 test: -0.025 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.922, Explained Variance Score Train: 0.453 AUC Validation: 0.516, Explained Variance Score Validation: -0.016 AUC Test: 0.612, Explained Variance Score Test: 0.022 Bootstrap CV 96, alpha = (3000, 2, 1), R^2 train: 0.859, R^2 test: -0.169 Bootstrap CV 96, alpha = (3000, 2, 2), R^2 train: 0.791, R^2 test: -0.137 Bootstrap CV 96, alpha = (3000, 2, 5), R^2 train: 0.569, R^2 test: -0.100 Bootstrap CV 96, alpha = (3000, 2, 7), R^2 train: 0.456, R^2 test: -0.082 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.929, Explained Variance Score Train: 0.456 AUC Validation: 0.492, Explained Variance Score Validation: -0.076 AUC Test: 0.567, Explained Variance Score Test: 0.001 total Variables 116 and total subjects: 1751 ->AUC validation: 0.578 95% CI: [0.565 , 0.591] ->AUC test: 0.583 95% CI: [0.577 , 0.589] ->R^2 validation: -0.018 95% CI: [-0.032 , -0.003] ->R^2 test: -0.001 95% CI: [-0.009 , 0.006] ->Explained Variance validation: -0.031 95% CI: [-0.046 , -0.016] ->Explained Variance test: -0.006 95% CI: [-0.014 , 0.002] Test set metrics: @threshold:0.684, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:0.600, sens:0.012, spec:1.000, ppv:1.000, acc:0.766, f1:0.024, mcc:0.000, total+:1, total-:349 @threshold:0.447, sens:0.024, spec:0.989, ppv:0.400, acc:0.760, f1:0.045, mcc:0.018, total+:5, total-:345 @threshold:0.438, sens:0.024, spec:0.985, ppv:0.333, acc:0.757, f1:0.045, mcc:0.009, total+:6, total-:344 @threshold:0.437, sens:0.036, spec:0.985, ppv:0.429, acc:0.760, f1:0.067, mcc:0.018, total+:7, total-:343 @threshold:0.404, sens:0.048, spec:0.981, ppv:0.444, acc:0.760, f1:0.087, mcc:0.018, total+:9, total-:341 @threshold:0.358, sens:0.060, spec:0.966, ppv:0.357, acc:0.751, f1:0.103, mcc:0.007, total+:14, total-:336 @threshold:0.353, sens:0.072, spec:0.963, ppv:0.375, acc:0.751, f1:0.121, mcc:0.008, total+:16, total-:334 @threshold:0.329, sens:0.084, spec:0.933, ppv:0.280, acc:0.731, f1:0.130, mcc:0.002, total+:25, total-:325 @threshold:0.327, sens:0.084, spec:0.929, ppv:0.269, acc:0.729, f1:0.128, mcc:0.001, total+:26, total-:324 @threshold:0.293, sens:0.096, spec:0.910, ppv:0.250, acc:0.717, f1:0.139, mcc:0.000, total+:32, total-:318 @threshold:0.289, sens:0.108, spec:0.906, ppv:0.265, acc:0.717, f1:0.154, mcc:0.001, total+:34, total-:316 @threshold:0.283, sens:0.120, spec:0.903, ppv:0.278, acc:0.717, f1:0.168, mcc:0.001, total+:36, total-:314 @threshold:0.276, sens:0.120, spec:0.899, ppv:0.270, acc:0.714, f1:0.167, mcc:0.001, total+:37, total-:313 @threshold:0.267, sens:0.133, spec:0.888, ppv:0.268, acc:0.709, f1:0.177, mcc:0.001, total+:41, total-:309 @threshold:0.262, sens:0.133, spec:0.884, ppv:0.262, acc:0.706, f1:0.176, mcc:0.001, total+:42, total-:308 @threshold:0.259, sens:0.145, spec:0.880, ppv:0.273, acc:0.706, f1:0.189, mcc:0.001, total+:44, total-:306 @threshold:0.257, sens:0.145, spec:0.876, ppv:0.267, acc:0.703, f1:0.188, mcc:0.001, total+:45, total-:305 @threshold:0.256, sens:0.157, spec:0.876, ppv:0.283, acc:0.706, f1:0.202, mcc:0.002, total+:46, total-:304 @threshold:0.252, sens:0.157, spec:0.873, ppv:0.277, acc:0.703, f1:0.200, mcc:0.001, total+:47, total-:303 @threshold:0.250, sens:0.169, spec:0.873, ppv:0.292, acc:0.706, f1:0.214, mcc:0.002, total+:48, total-:302 @threshold:0.245, sens:0.181, spec:0.869, ppv:0.300, acc:0.706, f1:0.226, mcc:0.002, total+:50, total-:300 @threshold:0.244, sens:0.193, spec:0.869, ppv:0.314, acc:0.709, f1:0.239, mcc:0.003, total+:51, total-:299 @threshold:0.243, sens:0.193, spec:0.865, ppv:0.308, acc:0.706, f1:0.237, mcc:0.002, total+:52, total-:298 @threshold:0.227, sens:0.205, spec:0.850, ppv:0.298, acc:0.697, f1:0.243, mcc:0.002, total+:57, total-:293 @threshold:0.220, sens:0.217, spec:0.846, ppv:0.305, acc:0.697, f1:0.254, mcc:0.002, total+:59, total-:291 @threshold:0.218, sens:0.229, spec:0.846, ppv:0.317, acc:0.700, f1:0.266, mcc:0.003, total+:60, total-:290 @threshold:0.216, sens:0.229, spec:0.843, ppv:0.311, acc:0.697, f1:0.264, mcc:0.002, total+:61, total-:289 @threshold:0.209, sens:0.241, spec:0.831, ppv:0.308, acc:0.691, f1:0.270, mcc:0.002, total+:65, total-:285 @threshold:0.207, sens:0.241, spec:0.828, ppv:0.303, acc:0.689, f1:0.268, mcc:0.002, total+:66, total-:284 @threshold:0.185, sens:0.253, spec:0.801, ppv:0.284, acc:0.671, f1:0.268, mcc:0.001, total+:74, total-:276 @threshold:0.183, sens:0.253, spec:0.798, ppv:0.280, acc:0.669, f1:0.266, mcc:0.001, total+:75, total-:275 @threshold:0.178, sens:0.265, spec:0.787, ppv:0.278, acc:0.663, f1:0.272, mcc:0.001, total+:79, total-:271 @threshold:0.177, sens:0.265, spec:0.783, ppv:0.275, acc:0.660, f1:0.270, mcc:0.001, total+:80, total-:270 @threshold:0.175, sens:0.277, spec:0.779, ppv:0.280, acc:0.660, f1:0.279, mcc:0.001, total+:82, total-:268 @threshold:0.169, sens:0.277, spec:0.775, ppv:0.277, acc:0.657, f1:0.277, mcc:0.001, total+:83, total-:267 @threshold:0.135, sens:0.289, spec:0.727, ppv:0.247, acc:0.623, f1:0.267, mcc:0.000, total+:97, total-:253 @threshold:0.135, sens:0.289, spec:0.723, ppv:0.245, acc:0.620, f1:0.265, mcc:0.000, total+:98, total-:252 @threshold:0.125, sens:0.301, spec:0.719, ppv:0.250, acc:0.620, f1:0.273, mcc:0.000, total+:100, total-:250 @threshold:0.115, sens:0.325, spec:0.715, ppv:0.262, acc:0.623, f1:0.290, mcc:0.001, total+:103, total-:247 @threshold:0.112, sens:0.337, spec:0.708, ppv:0.264, acc:0.620, f1:0.296, mcc:0.001, total+:106, total-:244 @threshold:0.111, sens:0.337, spec:0.704, ppv:0.262, acc:0.617, f1:0.295, mcc:0.001, total+:107, total-:243 @threshold:0.079, sens:0.349, spec:0.625, ppv:0.225, acc:0.560, f1:0.274, mcc:-0.000, total+:129, total-:221 @threshold:0.074, sens:0.373, spec:0.622, ppv:0.235, acc:0.563, f1:0.288, mcc:-0.000, total+:132, total-:218 @threshold:0.074, sens:0.386, spec:0.622, ppv:0.241, acc:0.566, f1:0.296, mcc:0.000, total+:133, total-:217 @threshold:0.072, sens:0.386, spec:0.618, ppv:0.239, acc:0.563, f1:0.295, mcc:0.000, total+:134, total-:216 @threshold:0.068, sens:0.398, spec:0.603, ppv:0.237, acc:0.554, f1:0.297, mcc:0.000, total+:139, total-:211 @threshold:0.064, sens:0.410, spec:0.599, ppv:0.241, acc:0.554, f1:0.304, mcc:0.000, total+:141, total-:209 @threshold:0.048, sens:0.422, spec:0.577, ppv:0.236, acc:0.540, f1:0.303, mcc:-0.000, total+:148, total-:202 @threshold:0.048, sens:0.422, spec:0.573, ppv:0.235, acc:0.537, f1:0.302, mcc:-0.000, total+:149, total-:201 @threshold:0.039, sens:0.434, spec:0.558, ppv:0.234, acc:0.529, f1:0.304, mcc:-0.000, total+:154, total-:196 @threshold:0.037, sens:0.446, spec:0.554, ppv:0.237, acc:0.529, f1:0.310, mcc:0.000, total+:156, total-:194 @threshold:0.028, sens:0.458, spec:0.543, ppv:0.237, acc:0.523, f1:0.313, mcc:0.000, total+:160, total-:190 @threshold:0.026, sens:0.458, spec:0.539, ppv:0.236, acc:0.520, f1:0.311, mcc:-0.000, total+:161, total-:189 @threshold:0.017, sens:0.470, spec:0.532, ppv:0.238, acc:0.517, f1:0.316, mcc:0.000, total+:164, total-:186 @threshold:0.014, sens:0.470, spec:0.528, ppv:0.236, acc:0.514, f1:0.315, mcc:-0.000, total+:165, total-:185 @threshold:0.010, sens:0.482, spec:0.521, ppv:0.238, acc:0.511, f1:0.319, mcc:0.000, total+:168, total-:182 @threshold:0.010, sens:0.482, spec:0.517, ppv:0.237, acc:0.509, f1:0.317, mcc:-0.000, total+:169, total-:181 @threshold:0.005, sens:0.494, spec:0.513, ppv:0.240, acc:0.509, f1:0.323, mcc:0.000, total+:171, total-:179 @threshold:0.004, sens:0.494, spec:0.509, ppv:0.238, acc:0.506, f1:0.322, mcc:0.000, total+:172, total-:178 @threshold:-0.010, sens:0.506, spec:0.487, ppv:0.235, acc:0.491, f1:0.321, mcc:-0.000, total+:179, total-:171 @threshold:-0.010, sens:0.506, spec:0.483, ppv:0.233, acc:0.489, f1:0.319, mcc:-0.000, total+:180, total-:170 @threshold:-0.016, sens:0.518, spec:0.476, ppv:0.235, acc:0.486, f1:0.323, mcc:-0.000, total+:183, total-:167 @threshold:-0.018, sens:0.518, spec:0.472, ppv:0.234, acc:0.483, f1:0.322, mcc:-0.000, total+:184, total-:166 @threshold:-0.019, sens:0.530, spec:0.472, ppv:0.238, acc:0.486, f1:0.328, mcc:0.000, total+:185, total-:165 @threshold:-0.021, sens:0.530, spec:0.468, ppv:0.237, acc:0.483, f1:0.327, mcc:-0.000, total+:186, total-:164 @threshold:-0.024, sens:0.542, spec:0.464, ppv:0.239, acc:0.483, f1:0.332, mcc:0.000, total+:188, total-:162 @threshold:-0.025, sens:0.542, spec:0.461, ppv:0.238, acc:0.480, f1:0.331, mcc:0.000, total+:189, total-:161 @threshold:-0.025, sens:0.554, spec:0.461, ppv:0.242, acc:0.483, f1:0.337, mcc:0.000, total+:190, total-:160 @threshold:-0.026, sens:0.554, spec:0.457, ppv:0.241, acc:0.480, f1:0.336, mcc:0.000, total+:191, total-:159 @threshold:-0.030, sens:0.566, spec:0.453, ppv:0.244, acc:0.480, f1:0.341, mcc:0.000, total+:193, total-:157 @threshold:-0.031, sens:0.566, spec:0.449, ppv:0.242, acc:0.477, f1:0.339, mcc:0.000, total+:194, total-:156 @threshold:-0.033, sens:0.578, spec:0.449, ppv:0.246, acc:0.480, f1:0.345, mcc:0.000, total+:195, total-:155 @threshold:-0.039, sens:0.590, spec:0.446, ppv:0.249, acc:0.480, f1:0.350, mcc:0.000, total+:197, total-:153 @threshold:-0.041, sens:0.602, spec:0.434, ppv:0.249, acc:0.474, f1:0.352, mcc:0.000, total+:201, total-:149 @threshold:-0.044, sens:0.602, spec:0.431, ppv:0.248, acc:0.471, f1:0.351, mcc:0.000, total+:202, total-:148 @threshold:-0.045, sens:0.614, spec:0.427, ppv:0.250, acc:0.471, f1:0.355, mcc:0.000, total+:204, total-:146 @threshold:-0.053, sens:0.639, spec:0.423, ppv:0.256, acc:0.474, f1:0.366, mcc:0.001, total+:207, total-:143 @threshold:-0.059, sens:0.651, spec:0.416, ppv:0.257, acc:0.471, f1:0.369, mcc:0.001, total+:210, total-:140 @threshold:-0.066, sens:0.651, spec:0.412, ppv:0.256, acc:0.469, f1:0.367, mcc:0.001, total+:211, total-:139 @threshold:-0.070, sens:0.663, spec:0.408, ppv:0.258, acc:0.469, f1:0.372, mcc:0.001, total+:213, total-:137 @threshold:-0.071, sens:0.663, spec:0.404, ppv:0.257, acc:0.466, f1:0.370, mcc:0.001, total+:214, total-:136 @threshold:-0.071, sens:0.675, spec:0.401, ppv:0.259, acc:0.466, f1:0.375, mcc:0.001, total+:216, total-:134 @threshold:-0.074, sens:0.675, spec:0.397, ppv:0.258, acc:0.463, f1:0.373, mcc:0.001, total+:217, total-:133 @threshold:-0.089, sens:0.687, spec:0.378, ppv:0.256, acc:0.451, f1:0.373, mcc:0.001, total+:223, total-:127 @threshold:-0.099, sens:0.735, spec:0.375, ppv:0.268, acc:0.460, f1:0.392, mcc:0.001, total+:228, total-:122 @threshold:-0.109, sens:0.747, spec:0.348, ppv:0.263, acc:0.443, f1:0.389, mcc:0.001, total+:236, total-:114 @threshold:-0.110, sens:0.747, spec:0.345, ppv:0.262, acc:0.440, f1:0.388, mcc:0.001, total+:237, total-:113 @threshold:-0.117, sens:0.759, spec:0.337, ppv:0.263, acc:0.437, f1:0.390, mcc:0.001, total+:240, total-:110 @threshold:-0.118, sens:0.759, spec:0.333, ppv:0.261, acc:0.434, f1:0.389, mcc:0.001, total+:241, total-:109 @threshold:-0.119, sens:0.771, spec:0.333, ppv:0.264, acc:0.437, f1:0.394, mcc:0.001, total+:242, total-:108 @threshold:-0.120, sens:0.771, spec:0.330, ppv:0.263, acc:0.434, f1:0.393, mcc:0.001, total+:243, total-:107 @threshold:-0.130, sens:0.783, spec:0.315, ppv:0.262, acc:0.426, f1:0.393, mcc:0.001, total+:248, total-:102 @threshold:-0.132, sens:0.783, spec:0.311, ppv:0.261, acc:0.423, f1:0.392, mcc:0.001, total+:249, total-:101 @threshold:-0.148, sens:0.795, spec:0.288, ppv:0.258, acc:0.409, f1:0.389, mcc:0.001, total+:256, total-:94 @threshold:-0.149, sens:0.807, spec:0.285, ppv:0.260, acc:0.409, f1:0.393, mcc:0.001, total+:258, total-:92 @threshold:-0.157, sens:0.819, spec:0.281, ppv:0.262, acc:0.409, f1:0.397, mcc:0.001, total+:260, total-:90 @threshold:-0.159, sens:0.819, spec:0.277, ppv:0.261, acc:0.406, f1:0.395, mcc:0.001, total+:261, total-:89 @threshold:-0.164, sens:0.831, spec:0.273, ppv:0.262, acc:0.406, f1:0.399, mcc:0.001, total+:263, total-:87 @threshold:-0.164, sens:0.831, spec:0.270, ppv:0.261, acc:0.403, f1:0.398, mcc:0.001, total+:264, total-:86 @threshold:-0.165, sens:0.843, spec:0.270, ppv:0.264, acc:0.406, f1:0.402, mcc:0.001, total+:265, total-:85 @threshold:-0.168, sens:0.843, spec:0.266, ppv:0.263, acc:0.403, f1:0.401, mcc:0.001, total+:266, total-:84 @threshold:-0.176, sens:0.855, spec:0.262, ppv:0.265, acc:0.403, f1:0.405, mcc:0.001, total+:268, total-:82 @threshold:-0.177, sens:0.867, spec:0.258, ppv:0.267, acc:0.403, f1:0.408, mcc:0.001, total+:270, total-:80 @threshold:-0.208, sens:0.880, spec:0.217, ppv:0.259, acc:0.374, f1:0.400, mcc:0.001, total+:282, total-:68 @threshold:-0.214, sens:0.880, spec:0.213, ppv:0.258, acc:0.371, f1:0.399, mcc:0.001, total+:283, total-:67 @threshold:-0.259, sens:0.892, spec:0.161, ppv:0.248, acc:0.334, f1:0.388, mcc:0.001, total+:298, total-:52 @threshold:-0.261, sens:0.904, spec:0.157, ppv:0.250, acc:0.334, f1:0.392, mcc:0.001, total+:300, total-:50 @threshold:-0.264, sens:0.916, spec:0.154, ppv:0.252, acc:0.334, f1:0.395, mcc:0.001, total+:302, total-:48 @threshold:-0.265, sens:0.916, spec:0.150, ppv:0.251, acc:0.331, f1:0.394, mcc:0.001, total+:303, total-:47 @threshold:-0.269, sens:0.928, spec:0.146, ppv:0.252, acc:0.331, f1:0.397, mcc:0.001, total+:305, total-:45 @threshold:-0.273, sens:0.928, spec:0.142, ppv:0.252, acc:0.329, f1:0.396, mcc:0.001, total+:306, total-:44 @threshold:-0.288, sens:0.940, spec:0.124, ppv:0.250, acc:0.317, f1:0.395, mcc:0.001, total+:312, total-:38 @threshold:-0.292, sens:0.940, spec:0.120, ppv:0.249, acc:0.314, f1:0.394, mcc:0.001, total+:313, total-:37 @threshold:-0.311, sens:0.952, spec:0.109, ppv:0.249, acc:0.309, f1:0.395, mcc:0.001, total+:317, total-:33 @threshold:-0.323, sens:0.952, spec:0.105, ppv:0.248, acc:0.306, f1:0.394, mcc:0.001, total+:318, total-:32 @threshold:-0.327, sens:0.964, spec:0.105, ppv:0.251, acc:0.309, f1:0.398, mcc:0.001, total+:319, total-:31 @threshold:-0.329, sens:0.964, spec:0.101, ppv:0.250, acc:0.306, f1:0.397, mcc:0.001, total+:320, total-:30 @threshold:-0.330, sens:0.976, spec:0.101, ppv:0.252, acc:0.309, f1:0.401, mcc:0.002, total+:321, total-:29 @threshold:-0.334, sens:0.976, spec:0.097, ppv:0.252, acc:0.306, f1:0.400, mcc:0.002, total+:322, total-:28 @threshold:-0.605, sens:0.988, spec:0.022, ppv:0.239, acc:0.251, f1:0.385, mcc:0.001, total+:343, total-:7 @threshold:-0.615, sens:0.988, spec:0.019, ppv:0.238, acc:0.249, f1:0.384, mcc:0.001, total+:344, total-:6 @threshold:-0.623, sens:0.988, spec:0.007, ppv:0.236, acc:0.240, f1:0.381, mcc:-0.001, total+:347, total-:3 @threshold:-0.628, sens:0.988, spec:0.004, ppv:0.236, acc:0.237, f1:0.381, mcc:-0.004, total+:348, total-:2 @threshold:-0.631, sens:1.000, spec:0.004, ppv:0.238, acc:0.240, f1:0.384, mcc:0.002, total+:349, total-:1 MatDeliveryAge | coef 0.030 95% CI: [0.026 , 0.034] | OR_adj 1.030 [1.027 1.034] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.529 Correlated most with: MatDeliveryAge:1.000 Number of Visits:0.107 Diagnosis:9ccs239:Superfic inj:0.080 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.066 Diagnosis:9ccs74:Ot mentl cnd:0.062 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.061 Diagnosis:9ccs90:Eye infectn:0.059 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.059 Diagnosis:9ccs133:Oth low resp:0.056 Diagnosis:9ccs7:Viral infect:0.053 Vital: HC-latest | coef 0.027 95% CI: [0.023 , 0.032] | OR_adj 1.028 [1.023 1.032] | occ: 1631 | OR_unadj: 1.158 [0.909 1.475] | indivs AUC:0.546 Correlated most with: Number of Visits:0.268 Diagnosis:9ccs257:Ot aftercare:0.193 Diagnosis:9ccs10:Immuniz/scrn:0.188 Diagnosis:9ccs125:Bronchitis:0.168 Diagnosis:9ccs7:Viral infect:0.160 Diagnosis:9ccs128:Asthma:0.128 Diagnosis:9ccs135:Intest infct:0.113 Diagnosis:9ccs90:Eye infectn:0.110 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.106 Diagnosis:9ccs154:Gastroent:-0.099 * Vital: Ht-gain1to5 | coef 0.027 95% CI: [0.023 , 0.031] | OR_adj 1.027 [1.023 1.032] | occ: 1460 | OR_unadj: 0.762 [0.607 0.957] | indivs AUC:0.454 Correlated most with: Number of Visits:0.145 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.097 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.085 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.074 Diagnosis:9ccs257:Ot aftercare:0.071 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.068 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.063 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.062 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.061 Diagnosis:9ccs135:Intest infct:0.054 Vital: Temp-avg10to13 | coef 0.026 95% CI: [0.022 , 0.029] | OR_adj 1.026 [1.022 1.030] | occ: 1421 | OR_unadj: 1.209 [0.963 1.519] | indivs AUC:0.495 Correlated most with: Number of Visits:0.096 Diagnosis:9ccs154:Gastroent:-0.081 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.063 Diagnosis:9ccs59:Anemia:-0.060 Diagnosis:9ccs134:Ot uppr resp:0.059 Diagnosis:9ccs122:Pneumonia:0.056 Diagnosis:9ccs143:Abdom hernia:0.050 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.048 Diagnosis:9ccs135:Intest infct:0.048 Diagnosis:9ccs90:Eye infectn:0.047 Number of Visits | coef 0.025 95% CI: [0.022 , 0.029] | OR_adj 1.026 [1.022 1.029] | occ: 1696 | OR_unadj: 0.956 [0.759 1.205] | indivs AUC:0.444 Correlated most with: Number of Visits:1.000 Diagnosis:9ccs7:Viral infect:0.408 Diagnosis:9ccs257:Ot aftercare:0.371 Diagnosis:9ccs155:Other GI dx:0.323 Diagnosis:9ccs133:Oth low resp:0.321 Diagnosis:9ccs128:Asthma:0.320 Diagnosis:9ccs253:Allergy:0.299 Diagnosis:9ccs135:Intest infct:0.295 Diagnosis:9ccs125:Bronchitis:0.293 Diagnosis:9ccs90:Eye infectn:0.288 Vital: HC-gain5to10 | coef 0.024 95% CI: [0.021 , 0.028] | OR_adj 1.025 [1.021 1.028] | occ: 1329 | OR_unadj: 0.973 [0.772 1.226] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs257:Ot aftercare:0.070 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.065 Diagnosis:9ccs154:Gastroent:-0.065 MatDeliveryAge:-0.049 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.046 Diagnosis:9ccs128:Asthma:0.046 Diagnosis:9ccs133:Oth low resp:-0.045 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.045 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.042 Diagnosis:9ccs222:Perint jaund:-0.040 * Vital: Ht-avg1to3 | coef 0.023 95% CI: [0.019 , 0.026] | OR_adj 1.023 [1.019 1.027] | occ: 1374 | OR_unadj: 1.477 [1.174 1.858] | indivs AUC:0.528 Correlated most with: Newborn Diagnosis:9ccs222:Perint jaund:-0.099 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.048 Diagnosis:9ccs137:Mouth dx:0.044 Diagnosis:9ccs10:Immuniz/scrn:-0.044 Diagnosis:9ccs58:Ot nutrit dx:-0.043 Diagnosis:9ccs59:Anemia:-0.042 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.039 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.038 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.037 Lab:295669 BILIRUBIN DIRECT - LMC:-0.036 Vital: Temp-latest | coef 0.023 95% CI: [0.020 , 0.025] | OR_adj 1.023 [1.020 1.026] | occ: 1676 | OR_unadj: 1.157 [0.921 1.453] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:0.083 Diagnosis:9ccs154:Gastroent:-0.079 Diagnosis:9ccs151:Oth liver dx:-0.062 Diagnosis:9ccs239:Superfic inj:-0.059 Diagnosis:9ccs166:Oth male gen:-0.058 Diagnosis:9ccs96:Hrt valve dx:0.054 Diagnosis:9ccs91:Other eye dx:0.050 Diagnosis:9ccs258:Other screen:-0.048 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.042 Diagnosis:9ccs138:Esophgeal dx:-0.040 * Vital: Ht-avg0to1 | coef 0.022 95% CI: [0.018 , 0.026] | OR_adj 1.022 [1.018 1.026] | occ: 1350 | OR_unadj: 1.413 [1.125 1.774] | indivs AUC:0.574 Correlated most with: Newborn Diagnosis:9ccs222:Perint jaund:-0.114 Diagnosis:9ccs247:Lymph enlarg:0.056 Diagnosis:9ccs166:Oth male gen:-0.055 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.055 Diagnosis:9ccs90:Eye infectn:0.053 Diagnosis:9ccs222:Perint jaund:-0.048 Diagnosis:9ccs137:Mouth dx:0.048 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.048 Diagnosis:9ccs125:Bronchitis:0.047 Diagnosis:9ccs127:COPD:0.047 Vital: Ht Percentile-gain13to19 | coef 0.022 95% CI: [0.016 , 0.027] | OR_adj 1.022 [1.017 1.027] | occ: 832 | OR_unadj: 1.172 [0.894 1.536] | indivs AUC:0.476 Correlated most with: Diagnosis:9ccs250:Nausea/vomit:0.049 Diagnosis:9ccs198:Ot infl skin:-0.049 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.043 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.042 Diagnosis:9ccs257:Ot aftercare:0.040 Diagnosis:9ccs135:Intest infct:0.040 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.039 Diagnosis:9ccs154:Gastroent:0.037 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.037 Lab:294495 LEAD, BLOOD - LMC:-0.036 Vital: Temp-avg3to5 | coef 0.022 95% CI: [0.018 , 0.026] | OR_adj 1.022 [1.018 1.026] | occ: 1345 | OR_unadj: 1.059 [0.839 1.337] | indivs AUC:0.533 Correlated most with: Diagnosis:9ccs7:Viral infect:-0.078 Diagnosis:9ccs155:Other GI dx:0.068 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.059 Diagnosis:9ccs258:Other screen:-0.054 Diagnosis:9ccs198:Ot infl skin:-0.048 Diagnosis:9ccs154:Gastroent:-0.048 Diagnosis:9ccs138:Esophgeal dx:0.045 Diagnosis:9ccs133:Oth low resp:0.043 Diagnosis:9ccs151:Oth liver dx:-0.043 Newborn Diagnosis:9ccs222:Perint jaund:-0.042 * Vital: Ht-avg19to24 | coef 0.021 95% CI: [0.018 , 0.025] | OR_adj 1.022 [1.018 1.025] | occ: 1391 | OR_unadj: 1.584 [1.262 1.987] | indivs AUC:0.584 Correlated most with: Diagnosis:9ccs127:COPD:0.072 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.065 Diagnosis:9ccs133:Oth low resp:0.061 Diagnosis:9ccs253:Allergy:0.059 Diagnosis:9ccs134:Ot uppr resp:0.057 Diagnosis:9ccs59:Anemia:-0.056 Diagnosis:9ccs128:Asthma:0.053 Diagnosis:9ccs58:Ot nutrit dx:-0.041 Diagnosis:9ccs136:Teeth dx:-0.038 Diagnosis:9ccs258:Other screen:-0.035 * Vital: Ht-avg16to19 | coef 0.021 95% CI: [0.018 , 0.025] | OR_adj 1.021 [1.018 1.025] | occ: 1291 | OR_unadj: 1.538 [1.221 1.939] | indivs AUC:0.568 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.069 Diagnosis:9ccs128:Asthma:0.045 Diagnosis:9ccs133:Oth low resp:0.045 Diagnosis:9ccs59:Anemia:-0.044 Diagnosis:9ccs143:Abdom hernia:0.043 Diagnosis:9ccs239:Superfic inj:-0.038 Diagnosis:9ccs253:Allergy:0.037 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.035 Number of Visits:0.032 Diagnosis:9ccs138:Esophgeal dx:-0.029 Vital: Ht-gain16to24 | coef 0.020 95% CI: [0.018 , 0.022] | OR_adj 1.020 [1.018 1.022] | occ: 1442 | OR_unadj: 0.985 [0.700 1.387] | indivs AUC:0.536 Correlated most with: Number of Visits:-0.094 Diagnosis:9ccs257:Ot aftercare:-0.053 Diagnosis:9ccs135:Intest infct:-0.048 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.047 Diagnosis:9ccs113:Late eff CVD:0.047 Diagnosis:9ccs125:Bronchitis:-0.045 MatDeliveryAge:-0.044 Lab:295669 BILIRUBIN DIRECT - LMC:-0.040 Diagnosis:9ccs7:Viral infect:-0.039 Diagnosis:9ccs90:Eye infectn:-0.036 Vital: HC-gain1to5 | coef 0.020 95% CI: [0.016 , 0.024] | OR_adj 1.020 [1.016 1.024] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.445 Correlated most with: Number of Visits:0.113 Diagnosis:9ccs125:Bronchitis:0.086 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.080 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.075 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.074 Diagnosis:9ccs151:Oth liver dx:-0.067 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.067 Diagnosis:9ccs74:Ot mentl cnd:0.065 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.060 Diagnosis:9ccs154:Gastroent:-0.058 * Vital: Ht-latest | coef 0.019 95% CI: [0.017 , 0.022] | OR_adj 1.019 [1.017 1.022] | occ: 1665 | OR_unadj: 1.383 [1.078 1.773] | indivs AUC:0.555 Correlated most with: Number of Visits:0.416 Diagnosis:9ccs10:Immuniz/scrn:0.289 Diagnosis:9ccs7:Viral infect:0.183 Diagnosis:9ccs257:Ot aftercare:0.180 Diagnosis:9ccs135:Intest infct:0.160 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.146 Diagnosis:9ccs125:Bronchitis:0.140 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.127 Diagnosis:9ccs128:Asthma:0.122 Diagnosis:9ccs90:Eye infectn:0.118 Vital: Ht-gain10to16 | coef 0.019 95% CI: [0.017 , 0.021] | OR_adj 1.019 [1.017 1.021] | occ: 1442 | OR_unadj: 0.837 [0.658 1.064] | indivs AUC:0.499 Correlated most with: Number of Visits:0.069 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.057 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.048 Diagnosis:9ccs58:Ot nutrit dx:0.047 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.046 Diagnosis:9ccs90:Eye infectn:0.044 Diagnosis:9ccs122:Pneumonia:0.043 Diagnosis:9ccs125:Bronchitis:0.041 Diagnosis:9ccs2603:E Codes: Fall:0.040 Diagnosis:9ccs59:Anemia:0.040 * Vital: HC-avg7to10 | coef 0.017 95% CI: [0.014 , 0.021] | OR_adj 1.018 [1.014 1.021] | occ: 1119 | OR_unadj: 1.386 [1.102 1.744] | indivs AUC:0.563 Correlated most with: Diagnosis:9ccs2603:E Codes: Fall:0.070 Diagnosis:9ccs127:COPD:0.055 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.053 Diagnosis:9ccs239:Superfic inj:0.038 Diagnosis:9ccs213:Cardiac anom:-0.036 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.035 Diagnosis:9ccs143:Abdom hernia:0.035 Diagnosis:9ccs83:Epilepsy/cnv:-0.035 Diagnosis:9ccs59:Anemia:-0.034 Diagnosis:9ccs137:Mouth dx:-0.032 Vital: Ht-gain0to3 | coef 0.017 95% CI: [0.015 , 0.019] | OR_adj 1.017 [1.015 1.019] | occ: 1419 | OR_unadj: 1.156 [0.909 1.469] | indivs AUC:0.506 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.043 Number of Visits:0.042 Diagnosis:9ccs138:Esophgeal dx:-0.041 Diagnosis:9ccs247:Lymph enlarg:-0.040 Diagnosis:9ccs166:Oth male gen:0.038 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.037 Diagnosis:9ccs7:Viral infect:0.033 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.032 Newborn Diagnosis:9ccs222:Perint jaund:0.031 Diagnosis:9ccs74:Ot mentl cnd:-0.030 Vital: Ht-gain7to13 | coef 0.017 95% CI: [0.016 , 0.019] | OR_adj 1.017 [1.016 1.019] | occ: 1476 | OR_unadj: 1.168 [0.864 1.580] | indivs AUC:0.536 Correlated most with: Diagnosis:9ccs58:Ot nutrit dx:-0.052 Diagnosis:9ccs59:Anemia:0.052 Diagnosis:9ccs10:Immuniz/scrn:-0.050 Diagnosis:9ccs135:Intest infct:0.044 Diagnosis:9ccs96:Hrt valve dx:0.043 MatDeliveryAge:0.037 Diagnosis:9ccs151:Oth liver dx:-0.035 Diagnosis:9ccs133:Oth low resp:-0.035 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.033 Diagnosis:9ccs166:Oth male gen:-0.031 * Vital: Ht Percentile-avg16to19 | coef 0.016 95% CI: [0.010 , 0.023] | OR_adj 1.016 [1.010 1.023] | occ: 747 | OR_unadj: 1.399 [1.073 1.825] | indivs AUC:0.547 Correlated most with: Diagnosis:9ccs239:Superfic inj:-0.061 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.059 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.058 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.054 Diagnosis:9ccs136:Teeth dx:-0.053 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.050 Diagnosis:9ccs127:COPD:0.049 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.046 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.046 Lab:295669 BILIRUBIN DIRECT - LMC:0.045 * Vital: Ht Percentile-avg10to13 | coef 0.016 95% CI: [0.011 , 0.021] | OR_adj 1.016 [1.012 1.021] | occ: 660 | OR_unadj: 1.758 [1.345 2.298] | indivs AUC:0.555 Correlated most with: Diagnosis:9ccs58:Ot nutrit dx:0.059 Diagnosis:9ccs90:Eye infectn:0.045 Diagnosis:9ccs143:Abdom hernia:0.044 Diagnosis:9ccs133:Oth low resp:0.043 Diagnosis:9ccs136:Teeth dx:-0.043 Diagnosis:9ccs0:No DX:0.042 Diagnosis:9ccs222:Perint jaund:0.040 Diagnosis:9ccs166:Oth male gen:-0.039 Diagnosis:9ccs155:Other GI dx:-0.038 Diagnosis:9ccs83:Epilepsy/cnv:0.037 * Vital: HC-gain0to24 | coef 0.016 95% CI: [0.011 , 0.020] | OR_adj 1.016 [1.011 1.020] | occ: 920 | OR_unadj: 1.672 [1.308 2.137] | indivs AUC:0.604 Correlated most with: Diagnosis:9ccs143:Abdom hernia:0.056 Diagnosis:9ccs137:Mouth dx:-0.052 Diagnosis:9ccs74:Ot mentl cnd:-0.049 Diagnosis:9ccs59:Anemia:-0.048 Diagnosis:9ccs83:Epilepsy/cnv:0.045 Diagnosis:9ccs154:Gastroent:-0.044 MatDeliveryAge:0.041 Diagnosis:9ccs253:Allergy:0.040 Diagnosis:9ccs91:Other eye dx:0.038 Diagnosis:9ccs213:Cardiac anom:0.038 Vital: Ht-avg7to10 | coef 0.015 95% CI: [0.014 , 0.017] | OR_adj 1.016 [1.014 1.017] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.483 Correlated most with: Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.063 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.054 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.048 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.047 Diagnosis:9ccs59:Anemia:-0.042 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.042 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.041 Diagnosis:9ccs138:Esophgeal dx:-0.041 Diagnosis:9ccs155:Other GI dx:-0.039 Newborn Diagnosis:9ccs222:Perint jaund:-0.036 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest | coef 0.015 95% CI: [0.012 , 0.018] | OR_adj 1.015 [1.013 1.018] | occ: 1073 | OR_unadj: 1.178 [0.920 1.510] | indivs AUC:0.544 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.558 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.558 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.472 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.442 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.400 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.391 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.351 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.322 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.319 Vital: HC-avg0to1 | coef 0.015 95% CI: [0.013 , 0.017] | OR_adj 1.015 [1.013 1.017] | occ: 1207 | OR_unadj: 1.069 [0.849 1.345] | indivs AUC:0.564 Correlated most with: Newborn Diagnosis:9ccs222:Perint jaund:-0.113 Diagnosis:9ccs90:Eye infectn:0.058 Diagnosis:9ccs253:Allergy:0.052 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.051 Diagnosis:9ccs10:Immuniz/scrn:0.051 Lab:295669 BILIRUBIN DIRECT - LMC:-0.047 Diagnosis:9ccs91:Other eye dx:0.047 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.044 Diagnosis:9ccs143:Abdom hernia:0.044 Diagnosis:9ccs222:Perint jaund:-0.041 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth | coef 0.015 95% CI: [0.012 , 0.017] | OR_adj 1.015 [1.012 1.017] | occ: 1116 | OR_unadj: 1.314 [1.027 1.682] | indivs AUC:0.519 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.345 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.213 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.195 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.175 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.162 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.130 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.127 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.125 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.108 Vital: HC-avg3to5 | coef 0.015 95% CI: [0.012 , 0.017] | OR_adj 1.015 [1.012 1.018] | occ: 1164 | OR_unadj: 1.089 [0.860 1.379] | indivs AUC:0.511 Correlated most with: Newborn Diagnosis:9ccs222:Perint jaund:-0.068 Diagnosis:9ccs213:Cardiac anom:-0.065 Diagnosis:9ccs59:Anemia:-0.054 Diagnosis:9ccs91:Other eye dx:0.047 Diagnosis:9ccs96:Hrt valve dx:-0.045 Number of Visits:-0.044 Diagnosis:9ccs154:Gastroent:-0.042 MatDeliveryAge:0.040 Diagnosis:9ccs222:Perint jaund:-0.040 Diagnosis:9ccs83:Epilepsy/cnv:-0.040 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef 0.015 95% CI: [0.012 , 0.017] | OR_adj 1.015 [1.012 1.017] | occ: 1123 | OR_unadj: 1.078 [0.842 1.380] | indivs AUC:0.554 Correlated most with: Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:1.000 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.736 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.639 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.621 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.553 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.531 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.493 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.322 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.318 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.266 * Vital: HC-avg1to3 | coef 0.014 95% CI: [0.012 , 0.016] | OR_adj 1.014 [1.012 1.016] | occ: 1235 | OR_unadj: 1.366 [1.082 1.723] | indivs AUC:0.544 Correlated most with: Newborn Diagnosis:9ccs222:Perint jaund:-0.094 Diagnosis:9ccs2603:E Codes: Fall:0.075 Number of Visits:-0.048 Diagnosis:9ccs198:Ot infl skin:0.044 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.044 Diagnosis:9ccs59:Anemia:-0.039 Diagnosis:9ccs138:Esophgeal dx:-0.039 Diagnosis:9ccs91:Other eye dx:0.033 Diagnosis:9ccs0:No DX:0.031 Diagnosis:9ccs222:Perint jaund:-0.031 * Vital: Ht Percentile-latest | coef 0.014 95% CI: [0.011 , 0.017] | OR_adj 1.014 [1.011 1.017] | occ: 1058 | OR_unadj: 1.698 [1.338 2.155] | indivs AUC:0.611 Correlated most with: Diagnosis:9ccs59:Anemia:-0.070 Diagnosis:9ccs136:Teeth dx:-0.061 Diagnosis:9ccs257:Ot aftercare:-0.050 Diagnosis:9ccs258:Other screen:-0.045 Diagnosis:9ccs239:Superfic inj:-0.044 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.041 Lab:295669 BILIRUBIN DIRECT - LMC:0.039 Diagnosis:9ccs155:Other GI dx:-0.033 Diagnosis:9ccs154:Gastroent:-0.030 Diagnosis:9ccs0:No DX:0.030 Vital: HC-gain0to3 | coef 0.014 95% CI: [0.012 , 0.015] | OR_adj 1.014 [1.012 1.015] | occ: 1344 | OR_unadj: 1.162 [0.915 1.474] | indivs AUC:0.517 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:-0.050 Diagnosis:9ccs257:Ot aftercare:0.047 Diagnosis:9ccs7:Viral infect:0.040 Newborn Diagnosis:9ccs222:Perint jaund:0.040 Diagnosis:9ccs127:COPD:-0.037 Diagnosis:9ccs136:Teeth dx:-0.034 Diagnosis:9ccs143:Abdom hernia:0.032 Diagnosis:9ccs10:Immuniz/scrn:-0.030 Diagnosis:9ccs58:Ot nutrit dx:0.027 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.027 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth | coef 0.014 95% CI: [0.011 , 0.016] | OR_adj 1.014 [1.011 1.016] | occ: 1120 | OR_unadj: 1.164 [0.907 1.495] | indivs AUC:0.426 Correlated most with: Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:1.000 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.736 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.673 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.649 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.548 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.527 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.489 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.341 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.333 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.319 * Vital: HC-avg19to24 | coef 0.013 95% CI: [0.011 , 0.016] | OR_adj 1.013 [1.011 1.016] | occ: 933 | OR_unadj: 1.593 [1.247 2.034] | indivs AUC:0.601 Correlated most with: Diagnosis:9ccs143:Abdom hernia:0.064 Diagnosis:9ccs137:Mouth dx:-0.054 Diagnosis:9ccs59:Anemia:-0.054 Diagnosis:9ccs74:Ot mentl cnd:-0.049 Diagnosis:9ccs83:Epilepsy/cnv:0.046 Diagnosis:9ccs91:Other eye dx:0.044 MatDeliveryAge:0.044 Diagnosis:9ccs154:Gastroent:-0.044 Diagnosis:9ccs253:Allergy:0.041 Diagnosis:9ccs133:Oth low resp:0.041 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.013 95% CI: [0.011 , 0.015] | OR_adj 1.013 [1.011 1.016] | occ: 1124 | OR_unadj: 1.167 [0.908 1.500] | indivs AUC:0.513 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.336 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.310 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.300 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.292 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.270 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.260 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.246 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.187 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.148 Vital: HC-gain13to19 | coef 0.013 95% CI: [0.011 , 0.015] | OR_adj 1.013 [1.011 1.015] | occ: 1054 | OR_unadj: 1.081 [0.862 1.357] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs166:Oth male gen:-0.060 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.055 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.054 Diagnosis:9ccs74:Ot mentl cnd:0.049 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.042 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.042 Diagnosis:9ccs239:Superfic inj:0.036 Diagnosis:9ccs125:Bronchitis:0.034 Diagnosis:9ccs143:Abdom hernia:-0.033 Diagnosis:9ccs83:Epilepsy/cnv:-0.033 Vital: HC-gain16to24 | coef 0.013 95% CI: [0.010 , 0.016] | OR_adj 1.013 [1.010 1.016] | occ: 1079 | OR_unadj: 1.219 [0.956 1.555] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:-0.076 Number of Visits:-0.073 Diagnosis:9ccs113:Late eff CVD:0.056 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.049 Diagnosis:9ccs90:Eye infectn:-0.043 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.032 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.031 Diagnosis:9ccs135:Intest infct:-0.031 Diagnosis:9ccs83:Epilepsy/cnv:0.030 MatDeliveryAge:-0.030 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef 0.013 95% CI: [0.011 , 0.014] | OR_adj 1.013 [1.011 1.014] | occ: 1067 | OR_unadj: 1.024 [0.789 1.329] | indivs AUC:0.503 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.481 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.443 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.351 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.341 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.318 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.297 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.282 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.268 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.229 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth | coef 0.012 95% CI: [0.010 , 0.014] | OR_adj 1.012 [1.010 1.014] | occ: 1123 | OR_unadj: 1.195 [0.939 1.521] | indivs AUC:0.509 Correlated most with: Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.385 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.383 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.355 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.345 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.318 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.270 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.241 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.229 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.205 Vital: HR-latest | coef 0.012 95% CI: [0.011 , 0.013] | OR_adj 1.012 [1.011 1.013] | occ: 1040 | OR_unadj: 1.213 [0.939 1.565] | indivs AUC:0.496 Correlated most with: Number of Visits:-0.082 Diagnosis:9ccs127:COPD:-0.063 Diagnosis:9ccs96:Hrt valve dx:-0.062 Diagnosis:9ccs128:Asthma:-0.058 Diagnosis:9ccs253:Allergy:-0.055 Diagnosis:9ccs10:Immuniz/scrn:0.048 Diagnosis:9ccs94:Other ear dx:-0.047 Diagnosis:9ccs83:Epilepsy/cnv:-0.045 Diagnosis:9ccs151:Oth liver dx:0.044 Diagnosis:9ccs74:Ot mentl cnd:-0.043 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest | coef 0.012 95% CI: [0.009 , 0.014] | OR_adj 1.012 [1.009 1.014] | occ: 1129 | OR_unadj: 1.207 [0.948 1.536] | indivs AUC:0.479 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:1.000 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.672 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.633 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.612 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.355 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.331 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.318 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.318 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.288 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.269 * Vital: HC-avg16to19 | coef 0.011 95% CI: [0.009 , 0.013] | OR_adj 1.011 [1.009 1.013] | occ: 933 | OR_unadj: 1.456 [1.141 1.858] | indivs AUC:0.601 Correlated most with: Diagnosis:9ccs143:Abdom hernia:0.078 MatDeliveryAge:0.068 Diagnosis:9ccs59:Anemia:-0.065 Diagnosis:9ccs253:Allergy:0.060 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.056 Diagnosis:9ccs137:Mouth dx:-0.055 Diagnosis:9ccs83:Epilepsy/cnv:-0.046 Diagnosis:9ccs166:Oth male gen:0.040 Diagnosis:9ccs2603:E Codes: Fall:0.038 Diagnosis:9ccs90:Eye infectn:0.038 Vital: Ht Percentile-gain16to24 | coef 0.011 95% CI: [0.010 , 0.012] | OR_adj 1.011 [1.010 1.012] | occ: 975 | OR_unadj: 1.147 [0.882 1.492] | indivs AUC:0.549 Correlated most with: Number of Visits:-0.088 Diagnosis:9ccs59:Anemia:-0.077 Diagnosis:9ccs257:Ot aftercare:-0.055 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.055 Diagnosis:9ccs133:Oth low resp:-0.055 Diagnosis:9ccs143:Abdom hernia:-0.054 Diagnosis:9ccs127:COPD:-0.052 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.052 Diagnosis:9ccs2603:E Codes: Fall:-0.050 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.050 Vital: HC-avg13to16 | coef 0.011 95% CI: [0.009 , 0.012] | OR_adj 1.011 [1.009 1.012] | occ: 973 | OR_unadj: 1.129 [0.890 1.433] | indivs AUC:0.554 Correlated most with: Diagnosis:9ccs143:Abdom hernia:0.073 Diagnosis:9ccs253:Allergy:0.048 Diagnosis:9ccs137:Mouth dx:-0.048 Diagnosis:9ccs90:Eye infectn:0.042 MatDeliveryAge:0.041 Diagnosis:9ccs91:Other eye dx:0.039 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.036 Diagnosis:9ccs96:Hrt valve dx:0.034 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.032 Diagnosis:9ccs154:Gastroent:-0.031 Vital: Ht Percentile-avg5to7 | coef 0.010 95% CI: [0.007 , 0.013] | OR_adj 1.010 [1.007 1.014] | occ: 474 | OR_unadj: 1.174 [0.856 1.610] | indivs AUC:0.517 Correlated most with: Number of Visits:0.045 Diagnosis:9ccs127:COPD:0.042 Diagnosis:9ccs257:Ot aftercare:0.035 Diagnosis:9ccs74:Ot mentl cnd:0.035 Diagnosis:9ccs143:Abdom hernia:0.033 Diagnosis:9ccs213:Cardiac anom:-0.030 Diagnosis:9ccs94:Other ear dx:0.030 Newborn Diagnosis:9ccs222:Perint jaund:-0.030 Diagnosis:9ccs96:Hrt valve dx:-0.027 Diagnosis:9ccs83:Epilepsy/cnv:0.027 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef 0.010 95% CI: [0.009 , 0.011] | OR_adj 1.010 [1.009 1.011] | occ: 1126 | OR_unadj: 1.090 [0.850 1.398] | indivs AUC:0.467 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.336 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.333 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.266 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.174 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.148 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.122 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.115 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.104 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.101 Vital: Ht Percentile-gain10to16 | coef 0.010 95% CI: [0.008 , 0.011] | OR_adj 1.010 [1.008 1.011] | occ: 760 | OR_unadj: 0.965 [0.731 1.274] | indivs AUC:0.544 Correlated most with: Diagnosis:9ccs0:No DX:0.103 Diagnosis:9ccs222:Perint jaund:-0.061 Diagnosis:9ccs122:Pneumonia:0.059 Number of Visits:0.054 Diagnosis:9ccs128:Asthma:0.048 Diagnosis:9ccs213:Cardiac anom:0.040 Diagnosis:9ccs133:Oth low resp:-0.033 Diagnosis:9ccs113:Late eff CVD:0.033 Diagnosis:9ccs166:Oth male gen:-0.032 Diagnosis:9ccs137:Mouth dx:0.032 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth | coef 0.009 95% CI: [0.008 , 0.011] | OR_adj 1.009 [1.008 1.011] | occ: 1123 | OR_unadj: 0.843 [0.641 1.108] | indivs AUC:0.482 Correlated most with: Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:1.000 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.918 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.746 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.712 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.663 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:-0.612 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.531 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.527 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.472 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.463 Vital: Ht Percentile-gain3to7 | coef 0.009 95% CI: [0.006 , 0.012] | OR_adj 1.009 [1.006 1.012] | occ: 514 | OR_unadj: 0.967 [0.692 1.353] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs154:Gastroent:-0.076 Diagnosis:9ccs83:Epilepsy/cnv:0.058 Diagnosis:9ccs250:Nausea/vomit:-0.040 Diagnosis:9ccs134:Ot uppr resp:0.040 Diagnosis:9ccs128:Asthma:0.038 Diagnosis:9ccs239:Superfic inj:-0.037 Diagnosis:9ccs138:Esophgeal dx:-0.035 Diagnosis:9ccs94:Other ear dx:0.032 Diagnosis:9ccs166:Oth male gen:-0.031 Diagnosis:9ccs125:Bronchitis:-0.030 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest | coef 0.009 95% CI: [0.007 , 0.011] | OR_adj 1.009 [1.007 1.011] | occ: 1126 | OR_unadj: 1.098 [0.851 1.416] | indivs AUC:0.439 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.783 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.711 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.663 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.656 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.649 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.621 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.443 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.400 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.269 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest | coef 0.009 95% CI: [0.007 , 0.011] | OR_adj 1.009 [1.007 1.011] | occ: 1129 | OR_unadj: 1.139 [0.899 1.443] | indivs AUC:0.558 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:1.000 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.931 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.715 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.712 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.656 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:-0.633 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.558 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.493 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.489 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.438 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.009 95% CI: [0.008 , 0.010] | OR_adj 1.009 [1.008 1.010] | occ: 1123 | OR_unadj: 1.303 [1.018 1.669] | indivs AUC:0.504 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.486 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.463 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.438 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.391 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.310 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.288 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.282 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.241 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.217 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth | coef 0.009 95% CI: [0.007 , 0.010] | OR_adj 1.009 [1.007 1.010] | occ: 1122 | OR_unadj: 1.093 [0.852 1.402] | indivs AUC:0.443 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:1.000 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.789 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.783 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.746 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.715 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.673 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.639 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.481 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.442 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.331 * Vital: Ht Percentile-gain7to13 | coef 0.008 95% CI: [0.006 , 0.010] | OR_adj 1.008 [1.006 1.010] | occ: 690 | OR_unadj: 1.479 [1.110 1.972] | indivs AUC:0.576 Correlated most with: Diagnosis:9ccs151:Oth liver dx:-0.051 Diagnosis:9ccs258:Other screen:-0.051 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.050 Diagnosis:9ccs58:Ot nutrit dx:0.042 Diagnosis:9ccs90:Eye infectn:0.040 Diagnosis:9ccs94:Other ear dx:0.040 Diagnosis:9ccs128:Asthma:0.037 Diagnosis:9ccs143:Abdom hernia:0.037 Diagnosis:9ccs213:Cardiac anom:-0.034 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.032 Vital: Ht Percentile-gain5to10 | coef 0.008 95% CI: [0.006 , 0.010] | OR_adj 1.008 [1.006 1.010] | occ: 590 | OR_unadj: 0.909 [0.659 1.253] | indivs AUC:0.501 Correlated most with: Diagnosis:9ccs250:Nausea/vomit:-0.053 Diagnosis:9ccs137:Mouth dx:-0.046 Diagnosis:9ccs247:Lymph enlarg:0.044 Diagnosis:9ccs155:Other GI dx:-0.041 Diagnosis:9ccs138:Esophgeal dx:-0.039 Diagnosis:9ccs0:No DX:0.039 Diagnosis:9ccs143:Abdom hernia:-0.036 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.034 Diagnosis:9ccs198:Ot infl skin:-0.032 Diagnosis:9ccs154:Gastroent:-0.031 * Vital: HR-avg5to7 | coef 0.008 95% CI: [0.005 , 0.010] | OR_adj 1.008 [1.005 1.011] | occ: 318 | OR_unadj: 2.013 [1.408 2.877] | indivs AUC:0.546 Correlated most with: Diagnosis:9ccs213:Cardiac anom:-0.075 Diagnosis:9ccs125:Bronchitis:0.071 Diagnosis:9ccs59:Anemia:0.062 Diagnosis:9ccs96:Hrt valve dx:-0.055 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.055 Diagnosis:9ccs253:Allergy:-0.055 Diagnosis:9ccs134:Ot uppr resp:-0.052 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.052 Diagnosis:9ccs122:Pneumonia:0.041 Diagnosis:9ccs257:Ot aftercare:0.041 * Vital: Ht Percentile-avg19to24 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 931 | OR_unadj: 1.595 [1.246 2.040] | indivs AUC:0.596 Correlated most with: Diagnosis:9ccs136:Teeth dx:-0.078 Diagnosis:9ccs59:Anemia:-0.076 Diagnosis:9ccs2603:E Codes: Fall:-0.055 Diagnosis:9ccs239:Superfic inj:-0.051 Diagnosis:9ccs0:No DX:0.051 Diagnosis:9ccs258:Other screen:-0.045 Diagnosis:9ccs74:Ot mentl cnd:-0.038 Diagnosis:9ccs257:Ot aftercare:-0.038 Diagnosis:9ccs127:COPD:0.037 Diagnosis:9ccs134:Ot uppr resp:0.036 * Vital: Ht Percentile-gain0to24 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 926 | OR_unadj: 1.596 [1.246 2.043] | indivs AUC:0.590 Correlated most with: Diagnosis:9ccs136:Teeth dx:-0.075 Diagnosis:9ccs59:Anemia:-0.074 Diagnosis:9ccs2603:E Codes: Fall:-0.055 Diagnosis:9ccs239:Superfic inj:-0.053 Diagnosis:9ccs0:No DX:0.050 Diagnosis:9ccs258:Other screen:-0.046 Diagnosis:9ccs257:Ot aftercare:-0.037 Diagnosis:9ccs83:Epilepsy/cnv:0.037 Diagnosis:9ccs74:Ot mentl cnd:-0.037 Diagnosis:9ccs127:COPD:0.036 Vital: Ht Percentile-avg7to10 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 538 | OR_unadj: 1.276 [0.951 1.712] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs222:Perint jaund:0.054 Diagnosis:9ccs138:Esophgeal dx:-0.054 Diagnosis:9ccs125:Bronchitis:-0.053 Diagnosis:9ccs166:Oth male gen:-0.046 Diagnosis:9ccs94:Other ear dx:0.046 Diagnosis:9ccs151:Oth liver dx:0.045 Diagnosis:9ccs83:Epilepsy/cnv:0.043 Diagnosis:9ccs0:No DX:0.039 Diagnosis:9ccs133:Oth low resp:0.039 Diagnosis:9ccs59:Anemia:-0.035 * Diagnosis:9ccs58:Ot nutrit dx | coef 0.007 95% CI: [0.004 , 0.009] | OR_adj 1.007 [1.004 1.009] | occ: 162 | OR_unadj: 1.954 [1.381 2.764] | indivs AUC:0.516 Correlated most with: Diagnosis:9ccs58:Ot nutrit dx:1.000 Number of Visits:0.168 Diagnosis:9ccs155:Other GI dx:0.133 Diagnosis:9ccs239:Superfic inj:0.093 Diagnosis:9ccs133:Oth low resp:0.088 Diagnosis:9ccs257:Ot aftercare:0.081 Diagnosis:9ccs154:Gastroent:0.081 Diagnosis:9ccs255:Social admin:0.072 Diagnosis:9ccs134:Ot uppr resp:0.071 Diagnosis:9ccs10:Immuniz/scrn:0.071 Census:Percent; Estimate; Percent high school graduate or higher-birth | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.008] | occ: 1123 | OR_unadj: 1.190 [0.942 1.504] | indivs AUC:0.459 Correlated most with: Census:Percent; Estimate; Percent high school graduate or higher-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.931 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.918 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.789 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.711 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.672 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.558 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.553 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.548 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.486 Vital: Ht Percentile-avg13to16 | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 661 | OR_unadj: 1.285 [0.973 1.695] | indivs AUC:0.545 Correlated most with: Diagnosis:9ccs0:No DX:0.058 Diagnosis:9ccs250:Nausea/vomit:-0.050 Diagnosis:9ccs166:Oth male gen:-0.049 Diagnosis:9ccs58:Ot nutrit dx:0.048 Diagnosis:9ccs127:COPD:0.047 Diagnosis:9ccs96:Hrt valve dx:-0.046 Diagnosis:9ccs7:Viral infect:0.044 Diagnosis:9ccs155:Other GI dx:-0.042 Number of Visits:0.041 Diagnosis:9ccs257:Ot aftercare:-0.039 Vital: HR-avg16to19 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 366 | OR_unadj: 1.321 [0.899 1.943] | indivs AUC:0.492 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.084 Diagnosis:9ccs247:Lymph enlarg:-0.073 Diagnosis:9ccs10:Immuniz/scrn:0.064 Diagnosis:9ccs258:Other screen:0.061 Diagnosis:9ccs137:Mouth dx:0.055 Diagnosis:9ccs239:Superfic inj:0.054 Diagnosis:9ccs0:No DX:0.044 Diagnosis:9ccs161:Ot dx kidney:0.042 Diagnosis:9ccs2603:E Codes: Fall:0.042 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.038 Vital: HR-avg7to10 | coef 0.005 95% CI: [0.002 , 0.009] | OR_adj 1.005 [1.002 1.009] | occ: 429 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.558 Correlated most with: Diagnosis:9ccs127:COPD:-0.082 Diagnosis:9ccs125:Bronchitis:0.061 Diagnosis:9ccs134:Ot uppr resp:-0.056 Diagnosis:9ccs7:Viral infect:0.056 Diagnosis:9ccs58:Ot nutrit dx:0.049 Diagnosis:9ccs137:Mouth dx:0.048 Diagnosis:9ccs96:Hrt valve dx:-0.038 Diagnosis:9ccs90:Eye infectn:0.038 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.037 Diagnosis:9ccs166:Oth male gen:-0.037 Diagnosis:9ccs94:Other ear dx | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 166 | OR_unadj: 1.404 [0.979 2.013] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs94:Other ear dx:1.000 Number of Visits:0.257 Diagnosis:9ccs74:Ot mentl cnd:0.205 Diagnosis:9ccs113:Late eff CVD:0.198 Diagnosis:9ccs127:COPD:0.084 Diagnosis:9ccs7:Viral infect:0.080 Diagnosis:9ccs257:Ot aftercare:0.078 Diagnosis:9ccs134:Ot uppr resp:0.074 Diagnosis:9ccs133:Oth low resp:0.072 Diagnosis:9ccs128:Asthma:0.072 Vital: RR-avg10to13 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 258 | OR_unadj: 1.045 [0.647 1.689] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.074 Diagnosis:9ccs135:Intest infct:0.072 Diagnosis:9ccs7:Viral infect:0.067 Diagnosis:9ccs83:Epilepsy/cnv:-0.054 Diagnosis:9ccs10:Immuniz/scrn:0.050 Diagnosis:9ccs127:COPD:-0.050 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.048 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.047 Diagnosis:9ccs151:Oth liver dx:0.041 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.039 * Diagnosis:9ccs128:Asthma | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 202 | OR_unadj: 1.499 [1.080 2.082] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs128:Asthma:1.000 Number of Visits:0.320 Diagnosis:9ccs122:Pneumonia:0.304 Diagnosis:9ccs125:Bronchitis:0.246 Diagnosis:9ccs257:Ot aftercare:0.189 Diagnosis:9ccs133:Oth low resp:0.170 Diagnosis:9ccs127:COPD:0.160 Diagnosis:9ccs7:Viral infect:0.137 Diagnosis:9ccs253:Allergy:0.126 Diagnosis:9ccs143:Abdom hernia:0.103 Vital: HR-avg0to1 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 196 | OR_unadj: 1.544 [0.961 2.479] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs213:Cardiac anom:0.081 Diagnosis:9ccs7:Viral infect:0.055 Diagnosis:9ccs138:Esophgeal dx:0.053 Number of Visits:0.052 Lab:295669 BILIRUBIN DIRECT - LMC:-0.052 Diagnosis:9ccs247:Lymph enlarg:0.051 Diagnosis:9ccs250:Nausea/vomit:0.049 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.049 Diagnosis:9ccs135:Intest infct:0.046 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.045 Vital: Ht Percentile-avg0to1 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 309 | OR_unadj: 1.145 [0.783 1.674] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.080 Diagnosis:9ccs250:Nausea/vomit:-0.057 Diagnosis:9ccs127:COPD:0.050 Diagnosis:9ccs213:Cardiac anom:-0.039 Diagnosis:9ccs125:Bronchitis:0.037 Diagnosis:9ccs247:Lymph enlarg:0.036 Diagnosis:9ccs91:Other eye dx:0.035 Diagnosis:9ccs59:Anemia:-0.033 Diagnosis:9ccs122:Pneumonia:-0.030 Diagnosis:9ccs2603:E Codes: Fall:-0.028 Vital: HR-avg13to16 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.006] | occ: 418 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.481 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:0.070 Diagnosis:9ccs74:Ot mentl cnd:-0.061 Diagnosis:9ccs247:Lymph enlarg:-0.048 Diagnosis:9ccs125:Bronchitis:-0.047 Diagnosis:9ccs198:Ot infl skin:0.046 Diagnosis:9ccs94:Other ear dx:-0.046 Diagnosis:9ccs83:Epilepsy/cnv:-0.044 Diagnosis:9ccs127:COPD:-0.034 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.033 Diagnosis:9ccs7:Viral infect:0.033 Diagnosis:9ccs7:Viral infect | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 797 | OR_unadj: 0.878 [0.699 1.102] | indivs AUC:0.449 Correlated most with: Diagnosis:9ccs7:Viral infect:1.000 Number of Visits:0.408 Diagnosis:9ccs10:Immuniz/scrn:0.243 Diagnosis:9ccs257:Ot aftercare:0.225 Diagnosis:9ccs125:Bronchitis:0.219 Diagnosis:9ccs155:Other GI dx:0.202 Diagnosis:9ccs255:Social admin:0.189 Diagnosis:9ccs90:Eye infectn:0.180 Diagnosis:9ccs253:Allergy:0.174 Diagnosis:9ccs135:Intest infct:0.168 Diagnosis:9ccs253:Allergy | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 857 | OR_unadj: 1.042 [0.831 1.306] | indivs AUC:0.448 Correlated most with: Diagnosis:9ccs253:Allergy:1.000 Number of Visits:0.299 Diagnosis:9ccs255:Social admin:0.198 Diagnosis:9ccs10:Immuniz/scrn:0.198 Diagnosis:9ccs198:Ot infl skin:0.187 Diagnosis:9ccs155:Other GI dx:0.183 Diagnosis:9ccs7:Viral infect:0.174 Diagnosis:9ccs257:Ot aftercare:0.174 Diagnosis:9ccs133:Oth low resp:0.164 Diagnosis:9ccs90:Eye infectn:0.127 Vital: Ht Percentile-avg1to3 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 371 | OR_unadj: 1.004 [0.693 1.454] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs133:Oth low resp:0.064 Diagnosis:9ccs258:Other screen:0.059 Diagnosis:9ccs257:Ot aftercare:0.058 Diagnosis:9ccs253:Allergy:0.052 Newborn Diagnosis:9ccs222:Perint jaund:-0.051 Number of Visits:0.047 Diagnosis:9ccs90:Eye infectn:0.042 Diagnosis:9ccs198:Ot infl skin:0.042 Diagnosis:9ccs151:Oth liver dx:0.038 Diagnosis:9ccs143:Abdom hernia:-0.038 Diagnosis:9ccs257:Ot aftercare | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 783 | OR_unadj: 0.992 [0.790 1.245] | indivs AUC:0.459 Correlated most with: Diagnosis:9ccs257:Ot aftercare:1.000 Number of Visits:0.371 Diagnosis:9ccs125:Bronchitis:0.288 Diagnosis:9ccs7:Viral infect:0.225 Diagnosis:9ccs10:Immuniz/scrn:0.212 Diagnosis:9ccs255:Social admin:0.197 Diagnosis:9ccs128:Asthma:0.189 Diagnosis:9ccs122:Pneumonia:0.182 Diagnosis:9ccs253:Allergy:0.174 Diagnosis:9ccs135:Intest infct:0.171 Vital: RR-avg1to3 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 165 | OR_unadj: 1.209 [0.727 2.010] | indivs AUC:0.470 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.057 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.056 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.053 Diagnosis:9ccs7:Viral infect:0.053 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.052 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.048 Diagnosis:9ccs151:Oth liver dx:0.047 Lab:295669 BILIRUBIN DIRECT - LMC:0.046 Diagnosis:9ccs58:Ot nutrit dx:0.044 Diagnosis:9ccs161:Ot dx kidney:0.042 Diagnosis:9ccs135:Intest infct | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 470 | OR_unadj: 1.188 [0.925 1.525] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs135:Intest infct:1.000 Number of Visits:0.295 Diagnosis:9ccs257:Ot aftercare:0.171 Diagnosis:9ccs7:Viral infect:0.168 Diagnosis:9ccs125:Bronchitis:0.167 Diagnosis:9ccs10:Immuniz/scrn:0.145 Diagnosis:9ccs255:Social admin:0.136 Diagnosis:9ccs155:Other GI dx:0.131 Diagnosis:9ccs90:Eye infectn:0.131 Diagnosis:9ccs122:Pneumonia:0.128 Vital: HR-avg3to5 | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 273 | OR_unadj: 0.649 [0.397 1.061] | indivs AUC:0.486 Correlated most with: Number of Visits:0.067 Diagnosis:9ccs135:Intest infct:0.064 Diagnosis:9ccs125:Bronchitis:0.060 Diagnosis:9ccs143:Abdom hernia:0.059 Diagnosis:9ccs239:Superfic inj:0.056 Diagnosis:9ccs96:Hrt valve dx:-0.054 Diagnosis:9ccs128:Asthma:0.052 Diagnosis:9ccs58:Ot nutrit dx:0.048 Diagnosis:9ccs137:Mouth dx:0.045 Diagnosis:9ccs250:Nausea/vomit:0.043 Diagnosis:9ccs255:Social admin | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 1667 | OR_unadj: 1.120 [0.650 1.932] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs255:Social admin:1.000 Diagnosis:9ccs10:Immuniz/scrn:0.472 Diagnosis:9ccs253:Allergy:0.198 Diagnosis:9ccs257:Ot aftercare:0.197 Diagnosis:9ccs7:Viral infect:0.189 Number of Visits:0.139 Diagnosis:9ccs125:Bronchitis:0.138 Diagnosis:9ccs135:Intest infct:0.136 Diagnosis:9ccs90:Eye infectn:0.131 Diagnosis:9ccs155:Other GI dx:0.117 Vital: HR-avg1to3 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 265 | OR_unadj: 0.901 [0.585 1.388] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs7:Viral infect:0.104 Diagnosis:9ccs125:Bronchitis:0.076 Diagnosis:9ccs122:Pneumonia:0.065 Diagnosis:9ccs143:Abdom hernia:0.061 Diagnosis:9ccs198:Ot infl skin:0.060 Diagnosis:9ccs239:Superfic inj:0.053 Diagnosis:9ccs127:COPD:0.051 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.047 Diagnosis:9ccs161:Ot dx kidney:0.046 Diagnosis:9ccs250:Nausea/vomit:0.045 Diagnosis:9ccs10:Immuniz/scrn | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1428 | OR_unadj: 0.961 [0.720 1.284] | indivs AUC:0.455 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:1.000 Diagnosis:9ccs255:Social admin:0.472 Number of Visits:0.260 Diagnosis:9ccs7:Viral infect:0.243 Diagnosis:9ccs257:Ot aftercare:0.212 Diagnosis:9ccs253:Allergy:0.198 Diagnosis:9ccs125:Bronchitis:0.161 Diagnosis:9ccs90:Eye infectn:0.151 Diagnosis:9ccs155:Other GI dx:0.146 Diagnosis:9ccs135:Intest infct:0.145 Diagnosis:9ccs133:Oth low resp | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 244 | OR_unadj: 1.121 [0.815 1.542] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs133:Oth low resp:1.000 Number of Visits:0.321 Diagnosis:9ccs155:Other GI dx:0.172 Diagnosis:9ccs128:Asthma:0.170 Diagnosis:9ccs154:Gastroent:0.166 Diagnosis:9ccs253:Allergy:0.164 Diagnosis:9ccs127:COPD:0.155 Diagnosis:9ccs7:Viral infect:0.149 Diagnosis:9ccs138:Esophgeal dx:0.145 Diagnosis:9ccs257:Ot aftercare:0.142 Diagnosis:9ccs90:Eye infectn | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 443 | OR_unadj: 1.060 [0.819 1.372] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs90:Eye infectn:1.000 Number of Visits:0.288 Diagnosis:9ccs7:Viral infect:0.180 Diagnosis:9ccs125:Bronchitis:0.175 Diagnosis:9ccs91:Other eye dx:0.173 Diagnosis:9ccs10:Immuniz/scrn:0.151 Diagnosis:9ccs257:Ot aftercare:0.148 Diagnosis:9ccs155:Other GI dx:0.131 Diagnosis:9ccs135:Intest infct:0.131 Diagnosis:9ccs255:Social admin:0.131 Diagnosis:9ccs155:Other GI dx | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 466 | OR_unadj: 0.954 [0.738 1.234] | indivs AUC:0.485 Correlated most with: Diagnosis:9ccs155:Other GI dx:1.000 Number of Visits:0.323 Diagnosis:9ccs7:Viral infect:0.202 Diagnosis:9ccs154:Gastroent:0.191 Diagnosis:9ccs253:Allergy:0.183 Diagnosis:9ccs133:Oth low resp:0.172 Diagnosis:9ccs257:Ot aftercare:0.152 Diagnosis:9ccs10:Immuniz/scrn:0.146 Diagnosis:9ccs258:Other screen:0.145 Diagnosis:9ccs58:Ot nutrit dx:0.133 Diagnosis:9ccs136:Teeth dx | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 128 | OR_unadj: 1.484 [0.995 2.214] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs136:Teeth dx:1.000 Number of Visits:0.153 Diagnosis:9ccs7:Viral infect:0.113 Diagnosis:9ccs10:Immuniz/scrn:0.105 Diagnosis:9ccs155:Other GI dx:0.094 Diagnosis:9ccs137:Mouth dx:0.085 Diagnosis:9ccs2603:E Codes: Fall:0.083 Diagnosis:9ccs258:Other screen:0.081 Diagnosis:9ccs239:Superfic inj:0.075 Diagnosis:9ccs134:Ot uppr resp:0.066 Newborn Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 184 | OR_unadj: 1.088 [0.758 1.563] | indivs AUC:0.503 Correlated most with: Newborn Diagnosis:9ccs222:Perint jaund:1.000 Diagnosis:9ccs222:Perint jaund:0.108 Diagnosis:9ccs151:Oth liver dx:0.077 Diagnosis:9ccs135:Intest infct:0.061 Number of Visits:0.059 Diagnosis:9ccs127:COPD:0.056 Diagnosis:9ccs143:Abdom hernia:0.056 Lab:294495 LEAD, BLOOD - LMC:0.055 Diagnosis:9ccs258:Other screen:0.053 Diagnosis:9ccs155:Other GI dx:0.046 Diagnosis:9ccs198:Ot infl skin | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 237 | OR_unadj: 1.022 [0.735 1.419] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs198:Ot infl skin:1.000 Diagnosis:9ccs253:Allergy:0.187 Number of Visits:0.121 Diagnosis:9ccs10:Immuniz/scrn:0.106 Diagnosis:9ccs7:Viral infect:0.101 Diagnosis:9ccs255:Social admin:0.089 Diagnosis:9ccs91:Other eye dx:0.081 Diagnosis:9ccs257:Ot aftercare:0.081 Diagnosis:9ccs166:Oth male gen:0.064 Diagnosis:9ccs90:Eye infectn:0.062 * Diagnosis:9ccs122:Pneumonia | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 170 | OR_unadj: 1.447 [1.015 2.063] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs122:Pneumonia:1.000 Diagnosis:9ccs128:Asthma:0.304 Number of Visits:0.287 Diagnosis:9ccs125:Bronchitis:0.187 Diagnosis:9ccs257:Ot aftercare:0.182 Diagnosis:9ccs90:Eye infectn:0.129 Diagnosis:9ccs135:Intest infct:0.128 Diagnosis:9ccs127:COPD:0.127 Diagnosis:9ccs7:Viral infect:0.122 Diagnosis:9ccs133:Oth low resp:0.096 Diagnosis:9ccs125:Bronchitis | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 481 | OR_unadj: 0.983 [0.763 1.267] | indivs AUC:0.531 Correlated most with: Diagnosis:9ccs125:Bronchitis:1.000 Number of Visits:0.293 Diagnosis:9ccs257:Ot aftercare:0.288 Diagnosis:9ccs128:Asthma:0.246 Diagnosis:9ccs7:Viral infect:0.219 Diagnosis:9ccs122:Pneumonia:0.187 Diagnosis:9ccs90:Eye infectn:0.175 Diagnosis:9ccs135:Intest infct:0.167 Diagnosis:9ccs10:Immuniz/scrn:0.161 Diagnosis:9ccs255:Social admin:0.138 Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 225 | OR_unadj: 0.925 [0.656 1.303] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs222:Perint jaund:1.000 Diagnosis:9ccs151:Oth liver dx:0.181 Newborn Diagnosis:9ccs222:Perint jaund:0.108 Diagnosis:9ccs91:Other eye dx:0.066 Diagnosis:9ccs257:Ot aftercare:0.060 Diagnosis:9ccs10:Immuniz/scrn:0.059 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.051 Lab:294495 LEAD, BLOOD - LMC:0.050 Diagnosis:9ccs113:Late eff CVD:-0.050 Diagnosis:9ccs133:Oth low resp:0.043 Diagnosis:9ccs96:Hrt valve dx | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 159 | OR_unadj: 1.256 [0.863 1.827] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.473 Diagnosis:9ccs91:Other eye dx:0.097 Diagnosis:9ccs83:Epilepsy/cnv:0.089 Number of Visits:0.080 Diagnosis:9ccs10:Immuniz/scrn:0.079 Diagnosis:9ccs257:Ot aftercare:0.072 Lab:294495 LEAD, BLOOD - LMC:-0.059 Diagnosis:9ccs161:Ot dx kidney:0.056 Diagnosis:9ccs74:Ot mentl cnd:0.053 * Vital: RR-avg5to7 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 191 | OR_unadj: 1.899 [1.195 3.018] | indivs AUC:0.522 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.054 Diagnosis:9ccs134:Ot uppr resp:-0.052 Diagnosis:9ccs7:Viral infect:0.051 Diagnosis:9ccs2603:E Codes: Fall:-0.044 Diagnosis:9ccs10:Immuniz/scrn:0.044 Diagnosis:9ccs257:Ot aftercare:0.043 Diagnosis:9ccs135:Intest infct:0.042 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.042 Diagnosis:9ccs90:Eye infectn:0.035 Diagnosis:9ccs155:Other GI dx:0.034 Vital: RR-avg0to1 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 127 | OR_unadj: 1.370 [0.818 2.296] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs151:Oth liver dx:0.082 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.072 Diagnosis:9ccs222:Perint jaund:0.068 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.065 Diagnosis:9ccs7:Viral infect:0.062 Diagnosis:9ccs257:Ot aftercare:0.053 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.052 Diagnosis:9ccs74:Ot mentl cnd:-0.052 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.049 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.047 Diagnosis:9ccs91:Other eye dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 156 | OR_unadj: 0.984 [0.661 1.465] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs91:Other eye dx:1.000 Diagnosis:9ccs90:Eye infectn:0.173 Number of Visits:0.142 Diagnosis:9ccs7:Viral infect:0.121 Diagnosis:9ccs96:Hrt valve dx:0.097 Diagnosis:9ccs134:Ot uppr resp:0.096 Diagnosis:9ccs258:Other screen:0.093 Diagnosis:9ccs253:Allergy:0.087 Diagnosis:9ccs10:Immuniz/scrn:0.082 Diagnosis:9ccs198:Ot infl skin:0.081 Diagnosis:9ccs59:Anemia | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 182 | OR_unadj: 1.032 [0.714 1.490] | indivs AUC:0.518 Correlated most with: Diagnosis:9ccs59:Anemia:1.000 Number of Visits:0.088 Diagnosis:9ccs10:Immuniz/scrn:0.085 Diagnosis:9ccs255:Social admin:0.076 Diagnosis:9ccs137:Mouth dx:0.075 Diagnosis:9ccs257:Ot aftercare:0.066 Diagnosis:9ccs90:Eye infectn:0.064 Diagnosis:9ccs83:Epilepsy/cnv:0.062 Diagnosis:9ccs7:Viral infect:0.061 Diagnosis:9ccs122:Pneumonia:0.059 Diagnosis:9ccs137:Mouth dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 89 | OR_unadj: 0.765 [0.440 1.331] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs137:Mouth dx:1.000 Diagnosis:9ccs258:Other screen:0.165 Number of Visits:0.153 Diagnosis:9ccs239:Superfic inj:0.094 Diagnosis:9ccs7:Viral infect:0.091 Diagnosis:9ccs136:Teeth dx:0.085 Diagnosis:9ccs257:Ot aftercare:0.085 Diagnosis:9ccs247:Lymph enlarg:0.083 Diagnosis:9ccs253:Allergy:0.080 Diagnosis:9ccs10:Immuniz/scrn:0.077 Diagnosis:9ccs151:Oth liver dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 169 | OR_unadj: 0.743 [0.492 1.122] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs151:Oth liver dx:1.000 Diagnosis:9ccs222:Perint jaund:0.181 Diagnosis:9ccs10:Immuniz/scrn:0.101 Diagnosis:9ccs258:Other screen:0.100 Diagnosis:9ccs154:Gastroent:0.092 Diagnosis:9ccs138:Esophgeal dx:0.089 Number of Visits:0.084 Diagnosis:9ccs155:Other GI dx:0.083 Diagnosis:9ccs91:Other eye dx:0.081 Diagnosis:9ccs239:Superfic inj:0.080 Diagnosis:9ccs74:Ot mentl cnd | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 204 | OR_unadj: 0.817 [0.565 1.182] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs74:Ot mentl cnd:1.000 Diagnosis:9ccs113:Late eff CVD:0.219 Diagnosis:9ccs94:Other ear dx:0.205 Number of Visits:0.187 Diagnosis:9ccs10:Immuniz/scrn:0.122 Diagnosis:9ccs255:Social admin:0.073 Diagnosis:9ccs58:Ot nutrit dx:0.068 Diagnosis:9ccs135:Intest infct:0.065 MatDeliveryAge:0.062 Diagnosis:9ccs7:Viral infect:0.061 Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 107 | OR_unadj: 1.091 [0.565 2.105] | indivs AUC:0.498 Correlated most with: Lab:295669 BILIRUBIN DIRECT - LMC:1.000 Lab:294495 LEAD, BLOOD - LMC:-0.059 Diagnosis:9ccs258:Other screen:0.048 Diagnosis:9ccs154:Gastroent:0.043 Diagnosis:9ccs134:Ot uppr resp:-0.035 Diagnosis:9ccs250:Nausea/vomit:-0.035 Diagnosis:9ccs247:Lymph enlarg:0.034 Diagnosis:9ccs253:Allergy:0.031 Diagnosis:9ccs133:Oth low resp:-0.031 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.030 Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 89 | OR_unadj: 1.408 [0.874 2.268] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs0:No DX:1.000 Diagnosis:9ccs10:Immuniz/scrn:0.110 Diagnosis:9ccs135:Intest infct:0.053 Diagnosis:9ccs250:Nausea/vomit:0.053 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.053 Diagnosis:9ccs255:Social admin:0.052 Diagnosis:9ccs58:Ot nutrit dx:0.052 Diagnosis:9ccs133:Oth low resp:-0.048 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.047 Diagnosis:9ccs91:Other eye dx:0.046 Diagnosis:9ccs250:Nausea/vomit | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 89 | OR_unadj: 1.171 [0.713 1.922] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs250:Nausea/vomit:1.000 Diagnosis:9ccs138:Esophgeal dx:0.202 Number of Visits:0.181 Diagnosis:9ccs133:Oth low resp:0.140 Diagnosis:9ccs155:Other GI dx:0.125 Diagnosis:9ccs257:Ot aftercare:0.111 Diagnosis:9ccs258:Other screen:0.111 Diagnosis:9ccs2603:E Codes: Fall:0.076 Diagnosis:9ccs151:Oth liver dx:0.065 Diagnosis:9ccs136:Teeth dx:0.065 Diagnosis:9ccs113:Late eff CVD | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 169 | OR_unadj: 1.068 [0.732 1.557] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs113:Late eff CVD:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.219 Diagnosis:9ccs94:Other ear dx:0.198 Number of Visits:0.112 Diagnosis:9ccs257:Ot aftercare:0.087 Diagnosis:9ccs125:Bronchitis:0.076 Diagnosis:9ccs255:Social admin:0.073 Diagnosis:9ccs127:COPD:0.066 Diagnosis:9ccs133:Oth low resp:0.058 Lab:294495 LEAD, BLOOD - LMC:-0.057 Diagnosis:9ccs166:Oth male gen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 92 | OR_unadj: 1.049 [0.636 1.730] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs166:Oth male gen:1.000 Diagnosis:9ccs257:Ot aftercare:0.087 Diagnosis:9ccs138:Esophgeal dx:0.086 Diagnosis:9ccs133:Oth low resp:0.083 Number of Visits:0.076 Diagnosis:9ccs143:Abdom hernia:0.072 Diagnosis:9ccs253:Allergy:0.066 Diagnosis:9ccs198:Ot infl skin:0.064 Diagnosis:9ccs10:Immuniz/scrn:0.059 Diagnosis:9ccs125:Bronchitis:0.056 Diagnosis:9ccs134:Ot uppr resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 167 | OR_unadj: 0.755 [0.500 1.141] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:1.000 Number of Visits:0.196 Diagnosis:9ccs253:Allergy:0.125 Diagnosis:9ccs90:Eye infectn:0.115 Diagnosis:9ccs133:Oth low resp:0.100 Diagnosis:9ccs127:COPD:0.099 Diagnosis:9ccs91:Other eye dx:0.096 Diagnosis:9ccs128:Asthma:0.084 Diagnosis:9ccs155:Other GI dx:0.082 Diagnosis:9ccs94:Other ear dx:0.074 * Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 56 | OR_unadj: 1.858 [1.056 3.270] | indivs AUC:0.487 Correlated most with: Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs96:Hrt valve dx:0.473 Number of Visits:0.123 Diagnosis:9ccs161:Ot dx kidney:0.101 Diagnosis:9ccs257:Ot aftercare:0.085 Diagnosis:9ccs10:Immuniz/scrn:0.070 Diagnosis:9ccs7:Viral infect:0.062 Diagnosis:9ccs91:Other eye dx:0.057 Diagnosis:9ccs128:Asthma:0.056 Diagnosis:9ccs137:Mouth dx:0.047 Diagnosis:9ccs239:Superfic inj | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 165 | OR_unadj: 0.910 [0.613 1.351] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs239:Superfic inj:1.000 Number of Visits:0.206 Diagnosis:9ccs258:Other screen:0.184 Diagnosis:9ccs7:Viral infect:0.129 Diagnosis:9ccs155:Other GI dx:0.129 Diagnosis:9ccs133:Oth low resp:0.124 Diagnosis:9ccs10:Immuniz/scrn:0.103 Diagnosis:9ccs253:Allergy:0.099 Diagnosis:9ccs257:Ot aftercare:0.095 Diagnosis:9ccs137:Mouth dx:0.094 Diagnosis:9ccs127:COPD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 118 | OR_unadj: 0.999 [0.637 1.568] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs127:COPD:1.000 Number of Visits:0.269 Diagnosis:9ccs128:Asthma:0.160 Diagnosis:9ccs133:Oth low resp:0.155 Diagnosis:9ccs122:Pneumonia:0.127 Diagnosis:9ccs125:Bronchitis:0.120 Diagnosis:9ccs258:Other screen:0.103 Diagnosis:9ccs134:Ot uppr resp:0.099 Diagnosis:9ccs7:Viral infect:0.093 Diagnosis:9ccs257:Ot aftercare:0.093 Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 41 | OR_unadj: 1.144 [0.556 2.356] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs161:Ot dx kidney:1.000 Number of Visits:0.130 Diagnosis:9ccs83:Epilepsy/cnv:0.118 Diagnosis:9ccs213:Cardiac anom:0.101 Diagnosis:9ccs257:Ot aftercare:0.066 Diagnosis:9ccs135:Intest infct:0.060 Diagnosis:9ccs154:Gastroent:0.059 Diagnosis:9ccs133:Oth low resp:0.058 Diagnosis:9ccs96:Hrt valve dx:0.056 Diagnosis:9ccs151:Oth liver dx:0.052 Diagnosis:9ccs258:Other screen | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.822 [0.358 1.886] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs258:Other screen:1.000 Diagnosis:9ccs239:Superfic inj:0.184 Diagnosis:9ccs137:Mouth dx:0.165 Number of Visits:0.156 Diagnosis:9ccs155:Other GI dx:0.145 Diagnosis:9ccs250:Nausea/vomit:0.111 Diagnosis:9ccs127:COPD:0.103 Diagnosis:9ccs151:Oth liver dx:0.100 Diagnosis:9ccs91:Other eye dx:0.093 Diagnosis:9ccs2603:E Codes: Fall:0.091 Diagnosis:9ccs2603:E Codes: Fall | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 1.370 [0.655 2.866] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs2603:E Codes: Fall:1.000 Number of Visits:0.100 Diagnosis:9ccs258:Other screen:0.091 Diagnosis:9ccs136:Teeth dx:0.083 Diagnosis:9ccs250:Nausea/vomit:0.076 Diagnosis:9ccs135:Intest infct:0.076 Diagnosis:9ccs91:Other eye dx:0.068 Diagnosis:9ccs138:Esophgeal dx:0.066 Diagnosis:9ccs58:Ot nutrit dx:0.065 Diagnosis:9ccs239:Superfic inj:0.063 * Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 78 | OR_unadj: 0.507 [0.259 0.995] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:1.000 Diagnosis:9ccs250:Nausea/vomit:0.202 Number of Visits:0.151 Diagnosis:9ccs133:Oth low resp:0.145 Diagnosis:9ccs155:Other GI dx:0.121 Diagnosis:9ccs239:Superfic inj:0.091 Diagnosis:9ccs151:Oth liver dx:0.089 Diagnosis:9ccs253:Allergy:0.088 Diagnosis:9ccs7:Viral infect:0.086 Diagnosis:9ccs166:Oth male gen:0.086 Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 68 | OR_unadj: 1.092 [0.616 1.935] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs143:Abdom hernia:1.000 Diagnosis:9ccs128:Asthma:0.103 Number of Visits:0.095 Diagnosis:9ccs257:Ot aftercare:0.087 Diagnosis:9ccs133:Oth low resp:0.073 Diagnosis:9ccs166:Oth male gen:0.072 Diagnosis:9ccs239:Superfic inj:0.067 Diagnosis:9ccs151:Oth liver dx:0.064 Diagnosis:9ccs253:Allergy:0.063 Diagnosis:9ccs155:Other GI dx:0.060 Diagnosis:9ccs247:Lymph enlarg | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.627 [0.240 1.634] | indivs AUC:0.483 Correlated most with: Diagnosis:9ccs247:Lymph enlarg:1.000 Number of Visits:0.084 Diagnosis:9ccs137:Mouth dx:0.083 Diagnosis:9ccs7:Viral infect:0.067 Diagnosis:9ccs90:Eye infectn:0.064 Diagnosis:9ccs253:Allergy:0.058 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.055 Diagnosis:9ccs128:Asthma:0.055 Diagnosis:9ccs134:Ot uppr resp:0.055 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.045 Vital: HC Percentile-latest | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 0.784 [0.264 2.329] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:-0.084 Diagnosis:9ccs94:Other ear dx:-0.049 Diagnosis:9ccs138:Esophgeal dx:-0.048 Diagnosis:9ccs113:Late eff CVD:-0.043 Diagnosis:9ccs91:Other eye dx:-0.042 Diagnosis:9ccs213:Cardiac anom:-0.040 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.038 Diagnosis:9ccs198:Ot infl skin:0.038 Diagnosis:9ccs7:Viral infect:0.035 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.033 * Diagnosis:9ccs154:Gastroent | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.210 [0.050 0.880] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs154:Gastroent:1.000 Diagnosis:9ccs155:Other GI dx:0.191 Diagnosis:9ccs133:Oth low resp:0.166 Number of Visits:0.145 Diagnosis:9ccs253:Allergy:0.121 Diagnosis:9ccs127:COPD:0.092 Diagnosis:9ccs151:Oth liver dx:0.092 Diagnosis:9ccs58:Ot nutrit dx:0.081 Diagnosis:9ccs239:Superfic inj:0.080 Diagnosis:9ccs7:Viral infect:0.074 * Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 2.483 [1.053 5.853] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:1.000 Diagnosis:9ccs161:Ot dx kidney:0.118 Number of Visits:0.107 Diagnosis:9ccs96:Hrt valve dx:0.089 Diagnosis:9ccs7:Viral infect:0.072 Diagnosis:9ccs135:Intest infct:0.071 Diagnosis:9ccs58:Ot nutrit dx:0.070 Diagnosis:9ccs134:Ot uppr resp:0.068 Diagnosis:9ccs90:Eye infectn:0.064 Diagnosis:9ccs257:Ot aftercare:0.064 MatDeliveryAge : 0.0298812804927 Vital : 0.723124122055 Number of Visits : 0.0253090259331 Census : 0.168319941939 Diagnosis : 0.0513665568319 Newborn Diagnosis : 0.00147608409275 Lab : 0.000522988655623 Time to run analysis 0:11:47.109428 Total Time elapsed 8:35:21.441199 ----------------------------------------------------- boys lasso_fts no_wt_bmi gradientboost regression Running batch 1 of 7 with 16 nodes Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.676, R^2 test: -0.107 Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.729, R^2 test: -0.113 Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.799, R^2 test: -0.089 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.952, Explained Variance Score Train: 0.640 AUC Validation: 0.417, Explained Variance Score Validation: -0.117 AUC Test: 0.556, Explained Variance Score Test: -0.042 Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.775, R^2 test: -0.091 Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.845, R^2 test: -0.028 Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.849, R^2 test: -0.064 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.989, Explained Variance Score Train: 0.755 AUC Validation: 0.623, Explained Variance Score Validation: 0.021 AUC Test: 0.536, Explained Variance Score Test: -0.058 Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.658, R^2 test: -0.124 Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.743, R^2 test: -0.065 Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.794, R^2 test: -0.118 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.976, Explained Variance Score Train: 0.729 AUC Validation: 0.665, Explained Variance Score Validation: -0.055 AUC Test: 0.558, Explained Variance Score Test: -0.000 Bootstrap CV 12, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.673, R^2 test: 0.050 Bootstrap CV 12, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.726, R^2 test: 0.021 Bootstrap CV 12, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.810, R^2 test: 0.027 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.962, Explained Variance Score Train: 0.647 AUC Validation: 0.476, Explained Variance Score Validation: 0.026 AUC Test: 0.589, Explained Variance Score Test: 0.033 Bootstrap CV 10, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.540, R^2 test: 0.010 Bootstrap CV 10, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.607, R^2 test: 0.005 Bootstrap CV 10, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.601, R^2 test: 0.008 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.953, Explained Variance Score Train: 0.541 AUC Validation: 0.599, Explained Variance Score Validation: 0.007 AUC Test: 0.567, Explained Variance Score Test: -0.011 Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.687, R^2 test: 0.045 Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.755, R^2 test: 0.036 Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.813, R^2 test: 0.072 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.947, Explained Variance Score Train: 0.701 AUC Validation: 0.694, Explained Variance Score Validation: 0.058 AUC Test: 0.580, Explained Variance Score Test: -0.017 Bootstrap CV 11, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.541, R^2 test: -0.036 Bootstrap CV 11, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.672, R^2 test: -0.060 Bootstrap CV 11, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.680, R^2 test: -0.094 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.958, Explained Variance Score Train: 0.555 AUC Validation: 0.584, Explained Variance Score Validation: -0.014 AUC Test: 0.526, Explained Variance Score Test: -0.036 Bootstrap CV 13, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.684, R^2 test: -0.064 Bootstrap CV 13, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.781, R^2 test: -0.079 Bootstrap CV 13, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.828, R^2 test: -0.089 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.967, Explained Variance Score Train: 0.724 AUC Validation: 0.470, Explained Variance Score Validation: -0.040 AUC Test: 0.586, Explained Variance Score Test: -0.034 Bootstrap CV 15, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.668, R^2 test: 0.037 Bootstrap CV 15, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.758, R^2 test: 0.034 Bootstrap CV 15, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.800, R^2 test: 0.008 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.965, Explained Variance Score Train: 0.731 AUC Validation: 0.624, Explained Variance Score Validation: 0.036 AUC Test: 0.552, Explained Variance Score Test: -0.018 Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.531, R^2 test: -0.006 Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.532, R^2 test: -0.005 Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.651, R^2 test: -0.029 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.973, Explained Variance Score Train: 0.623 AUC Validation: 0.556, Explained Variance Score Validation: -0.053 AUC Test: 0.558, Explained Variance Score Test: -0.058 Bootstrap CV 14, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.622, R^2 test: -0.085 Bootstrap CV 14, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.731, R^2 test: -0.095 Bootstrap CV 14, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.805, R^2 test: -0.080 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.978, Explained Variance Score Train: 0.759 AUC Validation: 0.512, Explained Variance Score Validation: -0.093 AUC Test: 0.578, Explained Variance Score Test: 0.019 Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.515, R^2 test: -0.174 Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.638, R^2 test: -0.167 Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.699, R^2 test: -0.151 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.949, Explained Variance Score Train: 0.628 AUC Validation: 0.487, Explained Variance Score Validation: -0.128 AUC Test: 0.590, Explained Variance Score Test: 0.012 Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.578, R^2 test: 0.017 Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.762, R^2 test: 0.020 Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.725, R^2 test: 0.009 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.756 AUC Validation: 0.607, Explained Variance Score Validation: 0.025 AUC Test: 0.541, Explained Variance Score Test: -0.033 Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.674, R^2 test: -0.030 Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.694, R^2 test: -0.080 Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.723, R^2 test: -0.089 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.976, Explained Variance Score Train: 0.764 AUC Validation: 0.577, Explained Variance Score Validation: -0.084 AUC Test: 0.591, Explained Variance Score Test: -0.062 Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.607, R^2 test: -0.077 Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.684, R^2 test: -0.084 Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.702, R^2 test: -0.056 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.960, Explained Variance Score Train: 0.705 AUC Validation: 0.505, Explained Variance Score Validation: -0.065 AUC Test: 0.594, Explained Variance Score Test: -0.019 Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.719, R^2 test: -0.114 Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.832, R^2 test: -0.080 Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.803, R^2 test: -0.136 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.978, Explained Variance Score Train: 0.824 AUC Validation: 0.551, Explained Variance Score Validation: -0.101 AUC Test: 0.573, Explained Variance Score Test: -0.043 Running batch 2 of 7 with 16 nodes Bootstrap CV 19, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.797, R^2 test: -0.098 Bootstrap CV 19, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.863, R^2 test: -0.061 Bootstrap CV 19, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.859, R^2 test: -0.081 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.970, Explained Variance Score Train: 0.805 AUC Validation: 0.580, Explained Variance Score Validation: -0.019 AUC Test: 0.578, Explained Variance Score Test: -0.046 Bootstrap CV 20, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.616, R^2 test: -0.067 Bootstrap CV 20, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.737, R^2 test: -0.095 Bootstrap CV 20, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.808, R^2 test: -0.107 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.961, Explained Variance Score Train: 0.743 AUC Validation: 0.656, Explained Variance Score Validation: -0.016 AUC Test: 0.588, Explained Variance Score Test: 0.008 Bootstrap CV 25, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.662, R^2 test: -0.021 Bootstrap CV 25, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.834, R^2 test: -0.019 Bootstrap CV 25, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.882, R^2 test: 0.001 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.960, Explained Variance Score Train: 0.676 AUC Validation: 0.509, Explained Variance Score Validation: 0.018 AUC Test: 0.535, Explained Variance Score Test: 0.002 Bootstrap CV 29, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.668, R^2 test: -0.016 Bootstrap CV 29, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.777, R^2 test: 0.009 Bootstrap CV 29, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.857, R^2 test: -0.038 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.966, Explained Variance Score Train: 0.714 AUC Validation: 0.650, Explained Variance Score Validation: 0.024 AUC Test: 0.539, Explained Variance Score Test: -0.045 Bootstrap CV 30, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.548, R^2 test: -0.070 Bootstrap CV 30, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.696, R^2 test: -0.041 Bootstrap CV 30, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.738, R^2 test: -0.062 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.954, Explained Variance Score Train: 0.608 AUC Validation: 0.543, Explained Variance Score Validation: 0.008 AUC Test: 0.520, Explained Variance Score Test: -0.038 Bootstrap CV 24, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.647, R^2 test: -0.078 Bootstrap CV 24, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.722, R^2 test: -0.067 Bootstrap CV 24, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.743, R^2 test: -0.066 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.963, Explained Variance Score Train: 0.642 AUC Validation: 0.442, Explained Variance Score Validation: -0.076 AUC Test: 0.538, Explained Variance Score Test: -0.030 Bootstrap CV 21, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.581, R^2 test: -0.050 Bootstrap CV 21, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.668, R^2 test: -0.017 Bootstrap CV 21, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.668, R^2 test: -0.045 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.974, Explained Variance Score Train: 0.668 AUC Validation: 0.597, Explained Variance Score Validation: -0.059 AUC Test: 0.540, Explained Variance Score Test: -0.072 Bootstrap CV 23, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.577, R^2 test: -0.007 Bootstrap CV 23, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.696, R^2 test: 0.010 Bootstrap CV 23, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.795, R^2 test: -0.026 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.955, Explained Variance Score Train: 0.649 AUC Validation: 0.538, Explained Variance Score Validation: 0.034 AUC Test: 0.557, Explained Variance Score Test: -0.001 Bootstrap CV 17, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.731, R^2 test: -0.007 Bootstrap CV 17, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.781, R^2 test: -0.046 Bootstrap CV 17, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.831, R^2 test: -0.025 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.963, Explained Variance Score Train: 0.843 AUC Validation: 0.550, Explained Variance Score Validation: -0.029 AUC Test: 0.569, Explained Variance Score Test: -0.076 Bootstrap CV 28, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.651, R^2 test: 0.044 Bootstrap CV 28, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.720, R^2 test: -0.009 Bootstrap CV 28, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.809, R^2 test: 0.043 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.965, Explained Variance Score Train: 0.673 AUC Validation: 0.565, Explained Variance Score Validation: 0.028 AUC Test: 0.510, Explained Variance Score Test: -0.087 Bootstrap CV 26, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.573, R^2 test: -0.092 Bootstrap CV 26, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.641, R^2 test: -0.121 Bootstrap CV 26, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.744, R^2 test: -0.147 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.943, Explained Variance Score Train: 0.549 AUC Validation: 0.479, Explained Variance Score Validation: -0.041 AUC Test: 0.585, Explained Variance Score Test: -0.009 Bootstrap CV 31, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.607, R^2 test: 0.007 Bootstrap CV 31, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.672, R^2 test: 0.025 Bootstrap CV 31, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.746, R^2 test: -0.012 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.970, Explained Variance Score Train: 0.814 AUC Validation: 0.608, Explained Variance Score Validation: -0.050 AUC Test: 0.575, Explained Variance Score Test: -0.034 Bootstrap CV 22, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.616, R^2 test: -0.075 Bootstrap CV 22, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.774, R^2 test: -0.065 Bootstrap CV 22, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.894, R^2 test: -0.080 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.973, Explained Variance Score Train: 0.781 AUC Validation: 0.546, Explained Variance Score Validation: -0.037 AUC Test: 0.537, Explained Variance Score Test: -0.025 Bootstrap CV 18, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.744, R^2 test: -0.057 Bootstrap CV 18, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.801, R^2 test: -0.103 Bootstrap CV 18, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.851, R^2 test: -0.107 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.989, Explained Variance Score Train: 0.813 AUC Validation: 0.369, Explained Variance Score Validation: -0.101 AUC Test: 0.519, Explained Variance Score Test: -0.054 Bootstrap CV 16, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.681, R^2 test: 0.047 Bootstrap CV 16, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.818, R^2 test: 0.046 Bootstrap CV 16, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.784, R^2 test: 0.055 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.986, Explained Variance Score Train: 0.755 AUC Validation: 0.546, Explained Variance Score Validation: 0.099 AUC Test: 0.602, Explained Variance Score Test: 0.020 Bootstrap CV 27, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.512, R^2 test: -0.065 Bootstrap CV 27, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.720, R^2 test: -0.091 Bootstrap CV 27, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.718, R^2 test: -0.068 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.969, Explained Variance Score Train: 0.715 AUC Validation: 0.440, Explained Variance Score Validation: -0.082 AUC Test: 0.576, Explained Variance Score Test: -0.010 Running batch 3 of 7 with 16 nodes Bootstrap CV 33, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.805, R^2 test: -0.146 Bootstrap CV 33, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.895, R^2 test: -0.145 Bootstrap CV 33, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.913, R^2 test: -0.152 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.984, Explained Variance Score Train: 0.800 AUC Validation: 0.554, Explained Variance Score Validation: -0.079 AUC Test: 0.531, Explained Variance Score Test: -0.099 Bootstrap CV 36, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.644, R^2 test: -0.114 Bootstrap CV 36, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.711, R^2 test: -0.098 Bootstrap CV 36, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.783, R^2 test: -0.024 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.955, Explained Variance Score Train: 0.784 AUC Validation: 0.549, Explained Variance Score Validation: -0.102 AUC Test: 0.581, Explained Variance Score Test: -0.010 Bootstrap CV 46, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.623, R^2 test: -0.043 Bootstrap CV 46, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.678, R^2 test: -0.013 Bootstrap CV 46, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.793, R^2 test: -0.066 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.959, Explained Variance Score Train: 0.676 AUC Validation: 0.603, Explained Variance Score Validation: 0.009 AUC Test: 0.531, Explained Variance Score Test: -0.023 Bootstrap CV 42, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.562, R^2 test: -0.074 Bootstrap CV 42, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.707, R^2 test: -0.132 Bootstrap CV 42, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.727, R^2 test: -0.089 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.967, Explained Variance Score Train: 0.569 AUC Validation: 0.565, Explained Variance Score Validation: -0.088 AUC Test: 0.612, Explained Variance Score Test: 0.028 Bootstrap CV 32, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.567, R^2 test: -0.028 Bootstrap CV 32, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.583, R^2 test: -0.056 Bootstrap CV 32, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.764, R^2 test: -0.026 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.942, Explained Variance Score Train: 0.544 AUC Validation: 0.615, Explained Variance Score Validation: 0.026 AUC Test: 0.509, Explained Variance Score Test: -0.032 Bootstrap CV 37, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.749, R^2 test: -0.101 Bootstrap CV 37, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.802, R^2 test: -0.123 Bootstrap CV 37, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.811, R^2 test: -0.080 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.960, Explained Variance Score Train: 0.731 AUC Validation: 0.420, Explained Variance Score Validation: -0.077 AUC Test: 0.529, Explained Variance Score Test: -0.096 Bootstrap CV 44, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.511, R^2 test: -0.001 Bootstrap CV 44, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.748, R^2 test: -0.047 Bootstrap CV 44, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.673, R^2 test: 0.007 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.977, Explained Variance Score Train: 0.596 AUC Validation: 0.656, Explained Variance Score Validation: 0.031 AUC Test: 0.578, Explained Variance Score Test: 0.017 Bootstrap CV 43, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.571, R^2 test: -0.047 Bootstrap CV 43, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.666, R^2 test: 0.002 Bootstrap CV 43, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.714, R^2 test: -0.049 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.951, Explained Variance Score Train: 0.608 AUC Validation: 0.550, Explained Variance Score Validation: 0.015 AUC Test: 0.510, Explained Variance Score Test: -0.024 Bootstrap CV 38, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.783, R^2 test: -0.174 Bootstrap CV 38, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.809, R^2 test: -0.185 Bootstrap CV 38, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.818, R^2 test: -0.196 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.958, Explained Variance Score Train: 0.753 AUC Validation: 0.386, Explained Variance Score Validation: -0.186 AUC Test: 0.582, Explained Variance Score Test: -0.007 Bootstrap CV 39, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.575, R^2 test: -0.026 Bootstrap CV 39, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.648, R^2 test: -0.053 Bootstrap CV 39, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.675, R^2 test: -0.046 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.956, Explained Variance Score Train: 0.609 AUC Validation: 0.520, Explained Variance Score Validation: -0.014 AUC Test: 0.624, Explained Variance Score Test: 0.059 Bootstrap CV 35, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.552, R^2 test: 0.010 Bootstrap CV 35, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.588, R^2 test: -0.007 Bootstrap CV 35, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.671, R^2 test: 0.015 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.955, Explained Variance Score Train: 0.536 AUC Validation: 0.526, Explained Variance Score Validation: 0.010 AUC Test: 0.536, Explained Variance Score Test: -0.007 Bootstrap CV 34, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.562, R^2 test: -0.013 Bootstrap CV 34, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.675, R^2 test: -0.021 Bootstrap CV 34, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.784, R^2 test: 0.004 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.973, Explained Variance Score Train: 0.639 AUC Validation: 0.572, Explained Variance Score Validation: 0.024 AUC Test: 0.545, Explained Variance Score Test: -0.036 Bootstrap CV 47, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.739, R^2 test: -0.010 Bootstrap CV 47, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.733, R^2 test: -0.029 Bootstrap CV 47, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.815, R^2 test: -0.036 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.995, Explained Variance Score Train: 0.736 AUC Validation: 0.717, Explained Variance Score Validation: -0.001 AUC Test: 0.613, Explained Variance Score Test: 0.018 Bootstrap CV 40, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.604, R^2 test: 0.010 Bootstrap CV 40, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.781, R^2 test: 0.038 Bootstrap CV 40, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.839, R^2 test: 0.044 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.967, Explained Variance Score Train: 0.702 AUC Validation: 0.586, Explained Variance Score Validation: 0.065 AUC Test: 0.549, Explained Variance Score Test: -0.065 Bootstrap CV 41, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.696, R^2 test: -0.049 Bootstrap CV 41, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.749, R^2 test: -0.073 Bootstrap CV 41, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.808, R^2 test: -0.068 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.968, Explained Variance Score Train: 0.761 AUC Validation: 0.486, Explained Variance Score Validation: -0.067 AUC Test: 0.538, Explained Variance Score Test: -0.037 Bootstrap CV 45, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.644, R^2 test: -0.064 Bootstrap CV 45, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.816, R^2 test: -0.020 Bootstrap CV 45, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.792, R^2 test: -0.039 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.964, Explained Variance Score Train: 0.794 AUC Validation: 0.549, Explained Variance Score Validation: -0.034 AUC Test: 0.594, Explained Variance Score Test: 0.005 Running batch 4 of 7 with 16 nodes Bootstrap CV 50, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.649, R^2 test: -0.011 Bootstrap CV 50, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.756, R^2 test: -0.047 Bootstrap CV 50, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.843, R^2 test: 0.013 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.966, Explained Variance Score Train: 0.688 AUC Validation: 0.623, Explained Variance Score Validation: 0.009 AUC Test: 0.581, Explained Variance Score Test: -0.021 Bootstrap CV 56, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.522, R^2 test: -0.063 Bootstrap CV 56, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.645, R^2 test: -0.063 Bootstrap CV 56, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.690, R^2 test: -0.096 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.899, Explained Variance Score Train: 0.473 AUC Validation: 0.602, Explained Variance Score Validation: 0.035 AUC Test: 0.598, Explained Variance Score Test: 0.033 Bootstrap CV 57, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.687, R^2 test: 0.062 Bootstrap CV 57, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.679, R^2 test: 0.040 Bootstrap CV 57, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.710, R^2 test: 0.080 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.968, Explained Variance Score Train: 0.567 AUC Validation: 0.707, Explained Variance Score Validation: 0.112 AUC Test: 0.537, Explained Variance Score Test: -0.042 Bootstrap CV 59, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.589, R^2 test: 0.064 Bootstrap CV 59, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.673, R^2 test: 0.019 Bootstrap CV 59, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.746, R^2 test: 0.000 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.644 AUC Validation: 0.538, Explained Variance Score Validation: 0.053 AUC Test: 0.541, Explained Variance Score Test: -0.046 Bootstrap CV 58, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.600, R^2 test: -0.074 Bootstrap CV 58, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.713, R^2 test: -0.068 Bootstrap CV 58, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.753, R^2 test: -0.117 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.967, Explained Variance Score Train: 0.635 AUC Validation: 0.548, Explained Variance Score Validation: -0.069 AUC Test: 0.586, Explained Variance Score Test: -0.001 Bootstrap CV 54, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.614, R^2 test: -0.104 Bootstrap CV 54, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.736, R^2 test: -0.140 Bootstrap CV 54, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.794, R^2 test: -0.117 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.953, Explained Variance Score Train: 0.655 AUC Validation: 0.489, Explained Variance Score Validation: -0.115 AUC Test: 0.580, Explained Variance Score Test: 0.002 Bootstrap CV 52, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.670, R^2 test: 0.075 Bootstrap CV 52, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.671, R^2 test: 0.050 Bootstrap CV 52, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.731, R^2 test: 0.046 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.944, Explained Variance Score Train: 0.638 AUC Validation: 0.575, Explained Variance Score Validation: 0.088 AUC Test: 0.602, Explained Variance Score Test: 0.026 Bootstrap CV 48, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.540, R^2 test: -0.062 Bootstrap CV 48, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.648, R^2 test: -0.036 Bootstrap CV 48, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.665, R^2 test: -0.067 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.967, Explained Variance Score Train: 0.548 AUC Validation: 0.567, Explained Variance Score Validation: 0.007 AUC Test: 0.573, Explained Variance Score Test: -0.013 Bootstrap CV 55, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.765, R^2 test: -0.035 Bootstrap CV 55, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.791, R^2 test: 0.002 Bootstrap CV 55, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.849, R^2 test: -0.049 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.963, Explained Variance Score Train: 0.713 AUC Validation: 0.585, Explained Variance Score Validation: -0.060 AUC Test: 0.586, Explained Variance Score Test: 0.005 Bootstrap CV 63, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.617, R^2 test: -0.102 Bootstrap CV 63, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.730, R^2 test: -0.125 Bootstrap CV 63, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.765, R^2 test: -0.118 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.962, Explained Variance Score Train: 0.660 AUC Validation: 0.392, Explained Variance Score Validation: -0.109 AUC Test: 0.597, Explained Variance Score Test: -0.007 Bootstrap CV 51, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.636, R^2 test: -0.092 Bootstrap CV 51, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.693, R^2 test: -0.100 Bootstrap CV 51, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.798, R^2 test: -0.092 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.974, Explained Variance Score Train: 0.670 AUC Validation: 0.477, Explained Variance Score Validation: -0.044 AUC Test: 0.576, Explained Variance Score Test: 0.008 Bootstrap CV 60, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.652, R^2 test: -0.004 Bootstrap CV 60, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.766, R^2 test: -0.258 Bootstrap CV 60, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.811, R^2 test: -0.206 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.964, Explained Variance Score Train: 0.667 AUC Validation: 0.532, Explained Variance Score Validation: -0.025 AUC Test: 0.498, Explained Variance Score Test: -0.090 Bootstrap CV 61, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.703, R^2 test: 0.041 Bootstrap CV 61, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.879, R^2 test: 0.014 Bootstrap CV 61, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.845, R^2 test: 0.033 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.737 AUC Validation: 0.647, Explained Variance Score Validation: 0.024 AUC Test: 0.595, Explained Variance Score Test: -0.137 Bootstrap CV 62, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.781, R^2 test: -0.068 Bootstrap CV 62, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.866, R^2 test: -0.043 Bootstrap CV 62, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.890, R^2 test: -0.095 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.990, Explained Variance Score Train: 0.853 AUC Validation: 0.615, Explained Variance Score Validation: -0.077 AUC Test: 0.600, Explained Variance Score Test: -0.006 Bootstrap CV 53, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.629, R^2 test: -0.004 Bootstrap CV 53, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.673, R^2 test: -0.004 Bootstrap CV 53, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.803, R^2 test: 0.016 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.942, Explained Variance Score Train: 0.709 AUC Validation: 0.584, Explained Variance Score Validation: -0.016 AUC Test: 0.535, Explained Variance Score Test: -0.030 Bootstrap CV 49, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.675, R^2 test: -0.050 Bootstrap CV 49, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.714, R^2 test: -0.011 Bootstrap CV 49, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.706, R^2 test: -0.038 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.974, Explained Variance Score Train: 0.785 AUC Validation: 0.534, Explained Variance Score Validation: -0.027 AUC Test: 0.609, Explained Variance Score Test: -0.003 Running batch 5 of 7 with 16 nodes Bootstrap CV 65, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.619, R^2 test: -0.049 Bootstrap CV 65, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.702, R^2 test: -0.036 Bootstrap CV 65, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.733, R^2 test: 0.035 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.958, Explained Variance Score Train: 0.770 AUC Validation: 0.568, Explained Variance Score Validation: -0.045 AUC Test: 0.592, Explained Variance Score Test: -0.016 Bootstrap CV 69, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.716, R^2 test: -0.014 Bootstrap CV 69, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.804, R^2 test: -0.034 Bootstrap CV 69, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.864, R^2 test: -0.036 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.965, Explained Variance Score Train: 0.702 AUC Validation: 0.653, Explained Variance Score Validation: 0.025 AUC Test: 0.609, Explained Variance Score Test: -0.018 Bootstrap CV 66, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.608, R^2 test: -0.061 Bootstrap CV 66, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.664, R^2 test: -0.050 Bootstrap CV 66, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.723, R^2 test: -0.083 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.977, Explained Variance Score Train: 0.644 AUC Validation: 0.587, Explained Variance Score Validation: -0.022 AUC Test: 0.608, Explained Variance Score Test: 0.010 Bootstrap CV 73, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.740, R^2 test: -0.021 Bootstrap CV 73, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.802, R^2 test: 0.007 Bootstrap CV 73, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.870, R^2 test: 0.031 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.987, Explained Variance Score Train: 0.781 AUC Validation: 0.591, Explained Variance Score Validation: 0.011 AUC Test: 0.551, Explained Variance Score Test: -0.029 Bootstrap CV 77, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.552, R^2 test: 0.028 Bootstrap CV 77, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.633, R^2 test: -0.001 Bootstrap CV 77, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.715, R^2 test: 0.023 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.980, Explained Variance Score Train: 0.579 AUC Validation: 0.649, Explained Variance Score Validation: 0.009 AUC Test: 0.537, Explained Variance Score Test: -0.104 Bootstrap CV 71, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.659, R^2 test: -0.017 Bootstrap CV 71, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.756, R^2 test: -0.108 Bootstrap CV 71, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.753, R^2 test: -0.047 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.974, Explained Variance Score Train: 0.608 AUC Validation: 0.531, Explained Variance Score Validation: -0.002 AUC Test: 0.587, Explained Variance Score Test: -0.006 Bootstrap CV 75, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.547, R^2 test: -0.140 Bootstrap CV 75, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.656, R^2 test: -0.212 Bootstrap CV 75, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.801, R^2 test: -0.301 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.974, Explained Variance Score Train: 0.635 AUC Validation: 0.553, Explained Variance Score Validation: -0.226 AUC Test: 0.529, Explained Variance Score Test: -0.096 Bootstrap CV 74, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.442, R^2 test: -0.025 Bootstrap CV 74, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.625, R^2 test: -0.010 Bootstrap CV 74, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.693, R^2 test: -0.006 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.969, Explained Variance Score Train: 0.626 AUC Validation: 0.690, Explained Variance Score Validation: -0.003 AUC Test: 0.553, Explained Variance Score Test: -0.072 Bootstrap CV 70, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.501, R^2 test: -0.101 Bootstrap CV 70, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.576, R^2 test: -0.125 Bootstrap CV 70, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.629, R^2 test: -0.190 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.943, Explained Variance Score Train: 0.460 AUC Validation: 0.447, Explained Variance Score Validation: -0.078 AUC Test: 0.560, Explained Variance Score Test: -0.013 Bootstrap CV 78, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.631, R^2 test: -0.072 Bootstrap CV 78, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.712, R^2 test: -0.075 Bootstrap CV 78, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.685, R^2 test: -0.083 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.673 AUC Validation: 0.448, Explained Variance Score Validation: -0.064 AUC Test: 0.620, Explained Variance Score Test: 0.016 Bootstrap CV 72, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.515, R^2 test: 0.072 Bootstrap CV 72, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.628, R^2 test: 0.073 Bootstrap CV 72, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.610, R^2 test: 0.076 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.969, Explained Variance Score Train: 0.567 AUC Validation: 0.607, Explained Variance Score Validation: 0.032 AUC Test: 0.573, Explained Variance Score Test: -0.008 Bootstrap CV 76, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.723, R^2 test: -0.091 Bootstrap CV 76, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.816, R^2 test: -0.100 Bootstrap CV 76, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.868, R^2 test: -0.205 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.977, Explained Variance Score Train: 0.764 AUC Validation: 0.582, Explained Variance Score Validation: -0.102 AUC Test: 0.552, Explained Variance Score Test: -0.108 Bootstrap CV 68, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.697, R^2 test: -0.009 Bootstrap CV 68, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.847, R^2 test: -0.046 Bootstrap CV 68, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.844, R^2 test: -0.015 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.957, Explained Variance Score Train: 0.749 AUC Validation: 0.536, Explained Variance Score Validation: -0.024 AUC Test: 0.564, Explained Variance Score Test: -0.006 Bootstrap CV 79, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.603, R^2 test: -0.020 Bootstrap CV 79, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.684, R^2 test: -0.006 Bootstrap CV 79, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.750, R^2 test: -0.026 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.961, Explained Variance Score Train: 0.687 AUC Validation: 0.600, Explained Variance Score Validation: -0.041 AUC Test: 0.497, Explained Variance Score Test: -0.065 Bootstrap CV 64, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.711, R^2 test: 0.008 Bootstrap CV 64, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.744, R^2 test: 0.039 Bootstrap CV 64, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.812, R^2 test: -0.005 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.977, Explained Variance Score Train: 0.755 AUC Validation: 0.644, Explained Variance Score Validation: 0.048 AUC Test: 0.568, Explained Variance Score Test: -0.008 Bootstrap CV 67, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.716, R^2 test: 0.017 Bootstrap CV 67, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.821, R^2 test: 0.034 Bootstrap CV 67, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.874, R^2 test: 0.074 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.984, Explained Variance Score Train: 0.900 AUC Validation: 0.588, Explained Variance Score Validation: 0.007 AUC Test: 0.573, Explained Variance Score Test: 0.007 Running batch 6 of 7 with 16 nodes Bootstrap CV 95, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.555, R^2 test: -0.014 Bootstrap CV 95, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.636, R^2 test: -0.028 Bootstrap CV 95, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.667, R^2 test: -0.072 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.979, Explained Variance Score Train: 0.600 AUC Validation: 0.520, Explained Variance Score Validation: -0.031 AUC Test: 0.563, Explained Variance Score Test: 0.016 Bootstrap CV 83, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.662, R^2 test: -0.066 Bootstrap CV 83, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.677, R^2 test: -0.074 Bootstrap CV 83, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.764, R^2 test: -0.136 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.972, Explained Variance Score Train: 0.780 AUC Validation: 0.508, Explained Variance Score Validation: -0.115 AUC Test: 0.507, Explained Variance Score Test: -0.083 Bootstrap CV 82, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.761, R^2 test: 0.076 Bootstrap CV 82, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.826, R^2 test: 0.119 Bootstrap CV 82, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.857, R^2 test: 0.067 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.972, Explained Variance Score Train: 0.851 AUC Validation: 0.714, Explained Variance Score Validation: 0.102 AUC Test: 0.608, Explained Variance Score Test: 0.012 Bootstrap CV 89, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.560, R^2 test: -0.125 Bootstrap CV 89, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.676, R^2 test: -0.199 Bootstrap CV 89, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.709, R^2 test: -0.202 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.962, Explained Variance Score Train: 0.659 AUC Validation: 0.519, Explained Variance Score Validation: -0.166 AUC Test: 0.537, Explained Variance Score Test: -0.070 Bootstrap CV 86, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.551, R^2 test: 0.012 Bootstrap CV 86, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.635, R^2 test: 0.000 Bootstrap CV 86, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.690, R^2 test: 0.015 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.953, Explained Variance Score Train: 0.590 AUC Validation: 0.591, Explained Variance Score Validation: 0.021 AUC Test: 0.642, Explained Variance Score Test: 0.032 Bootstrap CV 87, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.671, R^2 test: -0.042 Bootstrap CV 87, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.715, R^2 test: -0.121 Bootstrap CV 87, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.725, R^2 test: -0.112 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.969, Explained Variance Score Train: 0.668 AUC Validation: 0.502, Explained Variance Score Validation: -0.032 AUC Test: 0.592, Explained Variance Score Test: -0.029 Bootstrap CV 90, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.552, R^2 test: 0.013 Bootstrap CV 90, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.634, R^2 test: -0.017 Bootstrap CV 90, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.653, R^2 test: -0.018 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.954, Explained Variance Score Train: 0.557 AUC Validation: 0.535, Explained Variance Score Validation: -0.009 AUC Test: 0.582, Explained Variance Score Test: -0.015 Bootstrap CV 85, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.821, R^2 test: 0.018 Bootstrap CV 85, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.815, R^2 test: 0.050 Bootstrap CV 85, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.902, R^2 test: 0.006 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.970, Explained Variance Score Train: 0.775 AUC Validation: 0.693, Explained Variance Score Validation: 0.030 AUC Test: 0.608, Explained Variance Score Test: 0.011 Bootstrap CV 91, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.612, R^2 test: 0.015 Bootstrap CV 91, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.633, R^2 test: 0.017 Bootstrap CV 91, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.775, R^2 test: 0.061 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.945, Explained Variance Score Train: 0.643 AUC Validation: 0.639, Explained Variance Score Validation: 0.057 AUC Test: 0.579, Explained Variance Score Test: -0.002 Bootstrap CV 84, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.681, R^2 test: 0.017 Bootstrap CV 84, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.716, R^2 test: -0.004 Bootstrap CV 84, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.827, R^2 test: -0.011 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.950, Explained Variance Score Train: 0.654 AUC Validation: 0.654, Explained Variance Score Validation: 0.019 AUC Test: 0.639, Explained Variance Score Test: 0.021 Bootstrap CV 88, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.594, R^2 test: -0.112 Bootstrap CV 88, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.724, R^2 test: -0.104 Bootstrap CV 88, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.819, R^2 test: -0.047 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.987, Explained Variance Score Train: 0.702 AUC Validation: 0.520, Explained Variance Score Validation: -0.042 AUC Test: 0.560, Explained Variance Score Test: -0.016 Bootstrap CV 93, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.604, R^2 test: -0.002 Bootstrap CV 93, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.639, R^2 test: 0.008 Bootstrap CV 93, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.689, R^2 test: 0.013 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.957, Explained Variance Score Train: 0.671 AUC Validation: 0.668, Explained Variance Score Validation: 0.013 AUC Test: 0.661, Explained Variance Score Test: -0.004 Bootstrap CV 92, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.692, R^2 test: -0.018 Bootstrap CV 92, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.806, R^2 test: 0.043 Bootstrap CV 92, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.876, R^2 test: 0.071 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.978, Explained Variance Score Train: 0.787 AUC Validation: 0.551, Explained Variance Score Validation: 0.064 AUC Test: 0.596, Explained Variance Score Test: -0.004 Bootstrap CV 81, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.510, R^2 test: -0.107 Bootstrap CV 81, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.560, R^2 test: -0.092 Bootstrap CV 81, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.703, R^2 test: -0.098 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.678 AUC Validation: 0.544, Explained Variance Score Validation: -0.069 AUC Test: 0.614, Explained Variance Score Test: 0.049 Bootstrap CV 80, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.771, R^2 test: 0.033 Bootstrap CV 80, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.800, R^2 test: -0.014 Bootstrap CV 80, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.856, R^2 test: 0.004 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.972, Explained Variance Score Train: 0.780 AUC Validation: 0.653, Explained Variance Score Validation: -0.012 AUC Test: 0.595, Explained Variance Score Test: -0.032 Bootstrap CV 94, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.639, R^2 test: -0.088 Bootstrap CV 94, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.737, R^2 test: -0.138 Bootstrap CV 94, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.771, R^2 test: -0.075 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.989, Explained Variance Score Train: 0.785 AUC Validation: 0.575, Explained Variance Score Validation: -0.085 AUC Test: 0.552, Explained Variance Score Test: 0.001 Running batch 7 of 7 with 4 nodes Bootstrap CV 98, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.593, R^2 test: -0.019 Bootstrap CV 98, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.676, R^2 test: -0.003 Bootstrap CV 98, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.754, R^2 test: -0.041 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.954, Explained Variance Score Train: 0.585 AUC Validation: 0.587, Explained Variance Score Validation: 0.009 AUC Test: 0.597, Explained Variance Score Test: 0.013 Bootstrap CV 99, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.642, R^2 test: 0.034 Bootstrap CV 99, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.754, R^2 test: -0.011 Bootstrap CV 99, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.796, R^2 test: 0.029 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.980, Explained Variance Score Train: 0.651 AUC Validation: 0.703, Explained Variance Score Validation: 0.047 AUC Test: 0.597, Explained Variance Score Test: 0.041 Bootstrap CV 97, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.581, R^2 test: -0.148 Bootstrap CV 97, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.613, R^2 test: -0.171 Bootstrap CV 97, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.673, R^2 test: -0.133 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.976, Explained Variance Score Train: 0.675 AUC Validation: 0.456, Explained Variance Score Validation: -0.134 AUC Test: 0.584, Explained Variance Score Test: -0.064 Bootstrap CV 96, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.675, R^2 test: -0.001 Bootstrap CV 96, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.693, R^2 test: -0.029 Bootstrap CV 96, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.758, R^2 test: -0.027 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.956, Explained Variance Score Train: 0.736 AUC Validation: 0.500, Explained Variance Score Validation: 0.026 AUC Test: 0.578, Explained Variance Score Test: 0.010 total Variables 116 and total subjects: 1751 ->AUC validation: 0.563 95% CI: [0.549 , 0.578] ->AUC test: 0.570 95% CI: [0.563 , 0.576] ->R^2 validation: -0.023 95% CI: [-0.036 , -0.011] ->R^2 test: -0.021 95% CI: [-0.029 , -0.014] ->Explained Variance validation: -0.042 95% CI: [-0.054 , -0.030] ->Explained Variance test: -0.044 95% CI: [-0.051 , -0.037] Test set metrics: @threshold:1.642, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:0.642, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, mcc:0.000, total+:0, total-:350 @threshold:0.512, sens:0.000, spec:0.996, ppv:0.000, acc:0.760, f1:0.000, mcc:-0.034, total+:1, total-:349 @threshold:0.485, sens:0.000, spec:0.993, ppv:0.000, acc:0.757, f1:0.000, mcc:-0.024, total+:2, total-:348 @threshold:0.405, sens:0.012, spec:0.985, ppv:0.200, acc:0.754, f1:0.023, mcc:-0.003, total+:5, total-:345 @threshold:0.404, sens:0.012, spec:0.981, ppv:0.167, acc:0.751, f1:0.022, mcc:-0.005, total+:6, total-:344 @threshold:0.354, sens:0.024, spec:0.970, ppv:0.200, acc:0.746, f1:0.043, mcc:-0.002, total+:10, total-:340 @threshold:0.354, sens:0.024, spec:0.966, ppv:0.182, acc:0.743, f1:0.043, mcc:-0.003, total+:11, total-:339 @threshold:0.313, sens:0.036, spec:0.944, ppv:0.167, acc:0.729, f1:0.059, mcc:-0.003, total+:18, total-:332 @threshold:0.289, sens:0.036, spec:0.940, ppv:0.158, acc:0.726, f1:0.059, mcc:-0.003, total+:19, total-:331 @threshold:0.284, sens:0.048, spec:0.940, ppv:0.200, acc:0.729, f1:0.078, mcc:-0.002, total+:20, total-:330 @threshold:0.264, sens:0.060, spec:0.936, ppv:0.227, acc:0.729, f1:0.095, mcc:-0.000, total+:22, total-:328 @threshold:0.197, sens:0.072, spec:0.925, ppv:0.231, acc:0.723, f1:0.110, mcc:-0.000, total+:26, total-:324 @threshold:0.187, sens:0.072, spec:0.921, ppv:0.222, acc:0.720, f1:0.109, mcc:-0.001, total+:27, total-:323 @threshold:0.169, sens:0.084, spec:0.918, ppv:0.241, acc:0.720, f1:0.125, mcc:0.000, total+:29, total-:321 @threshold:0.156, sens:0.084, spec:0.914, ppv:0.233, acc:0.717, f1:0.124, mcc:-0.000, total+:30, total-:320 @threshold:0.155, sens:0.096, spec:0.914, ppv:0.258, acc:0.720, f1:0.140, mcc:0.001, total+:31, total-:319 @threshold:0.149, sens:0.096, spec:0.910, ppv:0.250, acc:0.717, f1:0.139, mcc:0.000, total+:32, total-:318 @threshold:0.140, sens:0.108, spec:0.899, ppv:0.250, acc:0.711, f1:0.151, mcc:0.000, total+:36, total-:314 @threshold:0.139, sens:0.108, spec:0.895, ppv:0.243, acc:0.709, f1:0.150, mcc:0.000, total+:37, total-:313 @threshold:0.136, sens:0.120, spec:0.888, ppv:0.250, acc:0.706, f1:0.163, mcc:0.000, total+:40, total-:310 @threshold:0.135, sens:0.120, spec:0.884, ppv:0.244, acc:0.703, f1:0.161, mcc:0.000, total+:41, total-:309 @threshold:0.135, sens:0.133, spec:0.884, ppv:0.262, acc:0.706, f1:0.176, mcc:0.001, total+:42, total-:308 @threshold:0.129, sens:0.133, spec:0.880, ppv:0.256, acc:0.703, f1:0.175, mcc:0.001, total+:43, total-:307 @threshold:0.115, sens:0.145, spec:0.869, ppv:0.255, acc:0.697, f1:0.185, mcc:0.001, total+:47, total-:303 @threshold:0.103, sens:0.145, spec:0.865, ppv:0.250, acc:0.694, f1:0.183, mcc:0.000, total+:48, total-:302 @threshold:0.103, sens:0.157, spec:0.865, ppv:0.265, acc:0.697, f1:0.197, mcc:0.001, total+:49, total-:301 @threshold:0.100, sens:0.169, spec:0.861, ppv:0.275, acc:0.697, f1:0.209, mcc:0.001, total+:51, total-:299 @threshold:0.099, sens:0.181, spec:0.861, ppv:0.288, acc:0.700, f1:0.222, mcc:0.002, total+:52, total-:298 @threshold:0.092, sens:0.181, spec:0.858, ppv:0.283, acc:0.697, f1:0.221, mcc:0.001, total+:53, total-:297 @threshold:0.071, sens:0.193, spec:0.839, ppv:0.271, acc:0.686, f1:0.225, mcc:0.001, total+:59, total-:291 @threshold:0.067, sens:0.193, spec:0.835, ppv:0.267, acc:0.683, f1:0.224, mcc:0.001, total+:60, total-:290 @threshold:0.059, sens:0.205, spec:0.824, ppv:0.266, acc:0.677, f1:0.231, mcc:0.001, total+:64, total-:286 @threshold:0.053, sens:0.205, spec:0.820, ppv:0.262, acc:0.674, f1:0.230, mcc:0.001, total+:65, total-:285 @threshold:0.044, sens:0.217, spec:0.816, ppv:0.269, acc:0.674, f1:0.240, mcc:0.001, total+:67, total-:283 @threshold:0.042, sens:0.217, spec:0.813, ppv:0.265, acc:0.671, f1:0.238, mcc:0.001, total+:68, total-:282 @threshold:0.040, sens:0.229, spec:0.809, ppv:0.271, acc:0.671, f1:0.248, mcc:0.001, total+:70, total-:280 @threshold:0.036, sens:0.229, spec:0.805, ppv:0.268, acc:0.669, f1:0.247, mcc:0.001, total+:71, total-:279 @threshold:0.035, sens:0.241, spec:0.805, ppv:0.278, acc:0.671, f1:0.258, mcc:0.001, total+:72, total-:278 @threshold:0.033, sens:0.241, spec:0.801, ppv:0.274, acc:0.669, f1:0.256, mcc:0.001, total+:73, total-:277 @threshold:0.032, sens:0.253, spec:0.801, ppv:0.284, acc:0.671, f1:0.268, mcc:0.001, total+:74, total-:276 @threshold:0.028, sens:0.265, spec:0.798, ppv:0.289, acc:0.671, f1:0.277, mcc:0.002, total+:76, total-:274 @threshold:0.013, sens:0.277, spec:0.787, ppv:0.287, acc:0.666, f1:0.282, mcc:0.001, total+:80, total-:270 @threshold:0.012, sens:0.277, spec:0.783, ppv:0.284, acc:0.663, f1:0.280, mcc:0.001, total+:81, total-:269 @threshold:-0.039, sens:0.289, spec:0.712, ppv:0.238, acc:0.611, f1:0.261, mcc:0.000, total+:101, total-:249 @threshold:-0.041, sens:0.289, spec:0.708, ppv:0.235, acc:0.609, f1:0.259, mcc:-0.000, total+:102, total-:248 @threshold:-0.044, sens:0.301, spec:0.700, ppv:0.238, acc:0.606, f1:0.266, mcc:0.000, total+:105, total-:245 @threshold:-0.045, sens:0.301, spec:0.697, ppv:0.236, acc:0.603, f1:0.265, mcc:-0.000, total+:106, total-:244 @threshold:-0.049, sens:0.313, spec:0.697, ppv:0.243, acc:0.606, f1:0.274, mcc:0.000, total+:107, total-:243 @threshold:-0.052, sens:0.325, spec:0.693, ppv:0.248, acc:0.606, f1:0.281, mcc:0.000, total+:109, total-:241 @threshold:-0.056, sens:0.337, spec:0.685, ppv:0.250, acc:0.603, f1:0.287, mcc:0.000, total+:112, total-:238 @threshold:-0.062, sens:0.337, spec:0.682, ppv:0.248, acc:0.600, f1:0.286, mcc:0.000, total+:113, total-:237 @threshold:-0.087, sens:0.349, spec:0.652, ppv:0.238, acc:0.580, f1:0.283, mcc:0.000, total+:122, total-:228 @threshold:-0.087, sens:0.349, spec:0.648, ppv:0.236, acc:0.577, f1:0.282, mcc:-0.000, total+:123, total-:227 @threshold:-0.092, sens:0.361, spec:0.644, ppv:0.240, acc:0.577, f1:0.288, mcc:0.000, total+:125, total-:225 @threshold:-0.098, sens:0.373, spec:0.640, ppv:0.244, acc:0.577, f1:0.295, mcc:0.000, total+:127, total-:223 @threshold:-0.099, sens:0.386, spec:0.637, ppv:0.248, acc:0.577, f1:0.302, mcc:0.000, total+:129, total-:221 @threshold:-0.103, sens:0.386, spec:0.633, ppv:0.246, acc:0.574, f1:0.300, mcc:0.000, total+:130, total-:220 @threshold:-0.116, sens:0.398, spec:0.607, ppv:0.239, acc:0.557, f1:0.299, mcc:0.000, total+:138, total-:212 @threshold:-0.118, sens:0.398, spec:0.603, ppv:0.237, acc:0.554, f1:0.297, mcc:0.000, total+:139, total-:211 @threshold:-0.140, sens:0.410, spec:0.573, ppv:0.230, acc:0.534, f1:0.294, mcc:-0.000, total+:148, total-:202 @threshold:-0.146, sens:0.410, spec:0.569, ppv:0.228, acc:0.531, f1:0.293, mcc:-0.000, total+:149, total-:201 @threshold:-0.147, sens:0.422, spec:0.566, ppv:0.232, acc:0.531, f1:0.299, mcc:-0.000, total+:151, total-:199 @threshold:-0.148, sens:0.422, spec:0.562, ppv:0.230, acc:0.529, f1:0.298, mcc:-0.000, total+:152, total-:198 @threshold:-0.150, sens:0.434, spec:0.562, ppv:0.235, acc:0.531, f1:0.305, mcc:-0.000, total+:153, total-:197 @threshold:-0.151, sens:0.434, spec:0.558, ppv:0.234, acc:0.529, f1:0.304, mcc:-0.000, total+:154, total-:196 @threshold:-0.168, sens:0.446, spec:0.536, ppv:0.230, acc:0.514, f1:0.303, mcc:-0.000, total+:161, total-:189 @threshold:-0.171, sens:0.446, spec:0.532, ppv:0.228, acc:0.511, f1:0.302, mcc:-0.000, total+:162, total-:188 @threshold:-0.174, sens:0.458, spec:0.532, ppv:0.233, acc:0.514, f1:0.309, mcc:-0.000, total+:163, total-:187 @threshold:-0.178, sens:0.470, spec:0.528, ppv:0.236, acc:0.514, f1:0.315, mcc:-0.000, total+:165, total-:185 @threshold:-0.179, sens:0.482, spec:0.528, ppv:0.241, acc:0.517, f1:0.321, mcc:0.000, total+:166, total-:184 @threshold:-0.181, sens:0.482, spec:0.524, ppv:0.240, acc:0.514, f1:0.320, mcc:0.000, total+:167, total-:183 @threshold:-0.181, sens:0.494, spec:0.524, ppv:0.244, acc:0.517, f1:0.327, mcc:0.000, total+:168, total-:182 @threshold:-0.182, sens:0.506, spec:0.521, ppv:0.247, acc:0.517, f1:0.332, mcc:0.000, total+:170, total-:180 @threshold:-0.184, sens:0.518, spec:0.513, ppv:0.249, acc:0.514, f1:0.336, mcc:0.000, total+:173, total-:177 @threshold:-0.187, sens:0.518, spec:0.509, ppv:0.247, acc:0.511, f1:0.335, mcc:0.000, total+:174, total-:176 @threshold:-0.205, sens:0.530, spec:0.487, ppv:0.243, acc:0.497, f1:0.333, mcc:0.000, total+:181, total-:169 @threshold:-0.205, sens:0.530, spec:0.483, ppv:0.242, acc:0.494, f1:0.332, mcc:0.000, total+:182, total-:168 @threshold:-0.207, sens:0.542, spec:0.476, ppv:0.243, acc:0.491, f1:0.336, mcc:0.000, total+:185, total-:165 @threshold:-0.213, sens:0.554, spec:0.472, ppv:0.246, acc:0.491, f1:0.341, mcc:0.000, total+:187, total-:163 @threshold:-0.214, sens:0.566, spec:0.468, ppv:0.249, acc:0.491, f1:0.346, mcc:0.000, total+:189, total-:161 @threshold:-0.216, sens:0.578, spec:0.464, ppv:0.251, acc:0.491, f1:0.350, mcc:0.000, total+:191, total-:159 @threshold:-0.227, sens:0.590, spec:0.446, ppv:0.249, acc:0.480, f1:0.350, mcc:0.000, total+:197, total-:153 @threshold:-0.230, sens:0.614, spec:0.442, ppv:0.255, acc:0.483, f1:0.360, mcc:0.001, total+:200, total-:150 @threshold:-0.231, sens:0.627, spec:0.442, ppv:0.259, acc:0.486, f1:0.366, mcc:0.001, total+:201, total-:149 @threshold:-0.234, sens:0.627, spec:0.438, ppv:0.257, acc:0.483, f1:0.365, mcc:0.001, total+:202, total-:148 @threshold:-0.237, sens:0.639, spec:0.431, ppv:0.259, acc:0.480, f1:0.368, mcc:0.001, total+:205, total-:145 @threshold:-0.238, sens:0.651, spec:0.427, ppv:0.261, acc:0.480, f1:0.372, mcc:0.001, total+:207, total-:143 @threshold:-0.239, sens:0.663, spec:0.427, ppv:0.264, acc:0.483, f1:0.378, mcc:0.001, total+:208, total-:142 @threshold:-0.240, sens:0.663, spec:0.423, ppv:0.263, acc:0.480, f1:0.377, mcc:0.001, total+:209, total-:141 @threshold:-0.250, sens:0.675, spec:0.404, ppv:0.260, acc:0.469, f1:0.376, mcc:0.001, total+:215, total-:135 @threshold:-0.250, sens:0.675, spec:0.401, ppv:0.259, acc:0.466, f1:0.375, mcc:0.001, total+:216, total-:134 @threshold:-0.265, sens:0.687, spec:0.378, ppv:0.256, acc:0.451, f1:0.373, mcc:0.001, total+:223, total-:127 @threshold:-0.266, sens:0.687, spec:0.375, ppv:0.254, acc:0.449, f1:0.371, mcc:0.001, total+:224, total-:126 @threshold:-0.268, sens:0.699, spec:0.371, ppv:0.257, acc:0.449, f1:0.375, mcc:0.001, total+:226, total-:124 @threshold:-0.270, sens:0.699, spec:0.367, ppv:0.256, acc:0.446, f1:0.374, mcc:0.001, total+:227, total-:123 @threshold:-0.280, sens:0.711, spec:0.360, ppv:0.257, acc:0.443, f1:0.377, mcc:0.001, total+:230, total-:120 @threshold:-0.280, sens:0.711, spec:0.356, ppv:0.255, acc:0.440, f1:0.376, mcc:0.001, total+:231, total-:119 @threshold:-0.283, sens:0.723, spec:0.348, ppv:0.256, acc:0.437, f1:0.379, mcc:0.001, total+:234, total-:116 @threshold:-0.306, sens:0.735, spec:0.307, ppv:0.248, acc:0.409, f1:0.371, mcc:0.000, total+:246, total-:104 @threshold:-0.311, sens:0.747, spec:0.303, ppv:0.250, acc:0.409, f1:0.375, mcc:0.001, total+:248, total-:102 @threshold:-0.312, sens:0.759, spec:0.303, ppv:0.253, acc:0.411, f1:0.380, mcc:0.001, total+:249, total-:101 @threshold:-0.314, sens:0.759, spec:0.300, ppv:0.252, acc:0.409, f1:0.378, mcc:0.001, total+:250, total-:100 @threshold:-0.318, sens:0.771, spec:0.296, ppv:0.254, acc:0.409, f1:0.382, mcc:0.001, total+:252, total-:98 @threshold:-0.321, sens:0.771, spec:0.292, ppv:0.253, acc:0.406, f1:0.381, mcc:0.001, total+:253, total-:97 @threshold:-0.322, sens:0.783, spec:0.292, ppv:0.256, acc:0.409, f1:0.386, mcc:0.001, total+:254, total-:96 @threshold:-0.329, sens:0.795, spec:0.288, ppv:0.258, acc:0.409, f1:0.389, mcc:0.001, total+:256, total-:94 @threshold:-0.331, sens:0.807, spec:0.288, ppv:0.261, acc:0.411, f1:0.394, mcc:0.001, total+:257, total-:93 @threshold:-0.333, sens:0.807, spec:0.285, ppv:0.260, acc:0.409, f1:0.393, mcc:0.001, total+:258, total-:92 @threshold:-0.340, sens:0.819, spec:0.277, ppv:0.261, acc:0.406, f1:0.395, mcc:0.001, total+:261, total-:89 @threshold:-0.341, sens:0.819, spec:0.273, ppv:0.260, acc:0.403, f1:0.394, mcc:0.001, total+:262, total-:88 @threshold:-0.350, sens:0.831, spec:0.255, ppv:0.257, acc:0.391, f1:0.393, mcc:0.001, total+:268, total-:82 @threshold:-0.354, sens:0.831, spec:0.251, ppv:0.257, acc:0.389, f1:0.392, mcc:0.001, total+:269, total-:81 @threshold:-0.365, sens:0.843, spec:0.236, ppv:0.255, acc:0.380, f1:0.392, mcc:0.001, total+:274, total-:76 @threshold:-0.369, sens:0.843, spec:0.232, ppv:0.255, acc:0.377, f1:0.391, mcc:0.001, total+:275, total-:75 @threshold:-0.380, sens:0.855, spec:0.232, ppv:0.257, acc:0.380, f1:0.396, mcc:0.001, total+:276, total-:74 @threshold:-0.384, sens:0.855, spec:0.228, ppv:0.256, acc:0.377, f1:0.394, mcc:0.001, total+:277, total-:73 @threshold:-0.449, sens:0.867, spec:0.139, ppv:0.238, acc:0.311, f1:0.374, mcc:0.000, total+:302, total-:48 @threshold:-0.450, sens:0.867, spec:0.135, ppv:0.238, acc:0.309, f1:0.373, mcc:0.000, total+:303, total-:47 @threshold:-0.462, sens:0.880, spec:0.120, ppv:0.237, acc:0.300, f1:0.373, mcc:-0.000, total+:308, total-:42 @threshold:-0.464, sens:0.880, spec:0.116, ppv:0.236, acc:0.297, f1:0.372, mcc:-0.000, total+:309, total-:41 @threshold:-0.467, sens:0.892, spec:0.112, ppv:0.238, acc:0.297, f1:0.376, mcc:0.000, total+:311, total-:39 @threshold:-0.469, sens:0.892, spec:0.109, ppv:0.237, acc:0.294, f1:0.375, mcc:0.000, total+:312, total-:38 @threshold:-0.500, sens:0.904, spec:0.075, ppv:0.233, acc:0.271, f1:0.370, mcc:-0.001, total+:322, total-:28 @threshold:-0.509, sens:0.904, spec:0.071, ppv:0.232, acc:0.269, f1:0.369, mcc:-0.001, total+:323, total-:27 @threshold:-0.510, sens:0.916, spec:0.064, ppv:0.233, acc:0.266, f1:0.372, mcc:-0.001, total+:326, total-:24 @threshold:-0.515, sens:0.928, spec:0.060, ppv:0.235, acc:0.266, f1:0.375, mcc:-0.000, total+:328, total-:22 @threshold:-0.521, sens:0.940, spec:0.056, ppv:0.236, acc:0.266, f1:0.378, mcc:-0.000, total+:330, total-:20 @threshold:-0.532, sens:0.940, spec:0.052, ppv:0.236, acc:0.263, f1:0.377, mcc:-0.000, total+:331, total-:19 @threshold:-0.549, sens:0.952, spec:0.052, ppv:0.238, acc:0.266, f1:0.381, mcc:0.000, total+:332, total-:18 @threshold:-0.552, sens:0.964, spec:0.049, ppv:0.240, acc:0.266, f1:0.384, mcc:0.001, total+:334, total-:16 @threshold:-0.571, sens:0.976, spec:0.045, ppv:0.241, acc:0.266, f1:0.387, mcc:0.001, total+:336, total-:14 @threshold:-0.586, sens:0.976, spec:0.041, ppv:0.240, acc:0.263, f1:0.386, mcc:0.001, total+:337, total-:13 @threshold:-0.619, sens:0.988, spec:0.034, ppv:0.241, acc:0.260, f1:0.388, mcc:0.001, total+:340, total-:10 @threshold:-0.635, sens:0.988, spec:0.030, ppv:0.240, acc:0.257, f1:0.387, mcc:0.001, total+:341, total-:9 @threshold:-0.902, sens:1.000, spec:0.004, ppv:0.238, acc:0.240, f1:0.384, mcc:0.002, total+:349, total-:1 Vital: Temp-avg10to13 | coef 0.024 95% CI: [0.022 , 0.027] | OR_adj 1.025 [1.022 1.027] | occ: 1421 | OR_unadj: 1.209 [0.963 1.519] | indivs AUC:0.495 Correlated most with: Number of Visits:0.096 Diagnosis:9ccs154:Gastroent:-0.081 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.063 Diagnosis:9ccs59:Anemia:-0.060 Diagnosis:9ccs134:Ot uppr resp:0.059 Diagnosis:9ccs122:Pneumonia:0.056 Diagnosis:9ccs143:Abdom hernia:0.050 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.048 Diagnosis:9ccs135:Intest infct:0.048 Diagnosis:9ccs90:Eye infectn:0.047 Vital: Ht Percentile-gain13to19 | coef 0.023 95% CI: [0.020 , 0.026] | OR_adj 1.024 [1.020 1.027] | occ: 832 | OR_unadj: 1.172 [0.894 1.536] | indivs AUC:0.476 Correlated most with: Diagnosis:9ccs250:Nausea/vomit:0.049 Diagnosis:9ccs198:Ot infl skin:-0.049 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.043 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.042 Diagnosis:9ccs257:Ot aftercare:0.040 Diagnosis:9ccs135:Intest infct:0.040 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.039 Diagnosis:9ccs154:Gastroent:0.037 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.037 Lab:294495 LEAD, BLOOD - LMC:-0.036 Vital: Temp-latest | coef 0.022 95% CI: [0.020 , 0.024] | OR_adj 1.022 [1.020 1.024] | occ: 1676 | OR_unadj: 1.157 [0.921 1.453] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:0.083 Diagnosis:9ccs154:Gastroent:-0.079 Diagnosis:9ccs151:Oth liver dx:-0.062 Diagnosis:9ccs239:Superfic inj:-0.059 Diagnosis:9ccs166:Oth male gen:-0.058 Diagnosis:9ccs96:Hrt valve dx:0.054 Diagnosis:9ccs91:Other eye dx:0.050 Diagnosis:9ccs258:Other screen:-0.048 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.042 Diagnosis:9ccs138:Esophgeal dx:-0.040 Vital: Ht Percentile-gain16to24 | coef 0.021 95% CI: [0.018 , 0.024] | OR_adj 1.021 [1.018 1.024] | occ: 975 | OR_unadj: 1.147 [0.882 1.492] | indivs AUC:0.549 Correlated most with: Number of Visits:-0.088 Diagnosis:9ccs59:Anemia:-0.077 Diagnosis:9ccs257:Ot aftercare:-0.055 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.055 Diagnosis:9ccs133:Oth low resp:-0.055 Diagnosis:9ccs143:Abdom hernia:-0.054 Diagnosis:9ccs127:COPD:-0.052 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.052 Diagnosis:9ccs2603:E Codes: Fall:-0.050 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.050 Vital: Temp-avg3to5 | coef 0.021 95% CI: [0.018 , 0.024] | OR_adj 1.021 [1.019 1.024] | occ: 1345 | OR_unadj: 1.059 [0.839 1.337] | indivs AUC:0.533 Correlated most with: Diagnosis:9ccs7:Viral infect:-0.078 Diagnosis:9ccs155:Other GI dx:0.068 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.059 Diagnosis:9ccs258:Other screen:-0.054 Diagnosis:9ccs198:Ot infl skin:-0.048 Diagnosis:9ccs154:Gastroent:-0.048 Diagnosis:9ccs138:Esophgeal dx:0.045 Diagnosis:9ccs133:Oth low resp:0.043 Diagnosis:9ccs151:Oth liver dx:-0.043 Newborn Diagnosis:9ccs222:Perint jaund:-0.042 Vital: Ht-gain7to13 | coef 0.021 95% CI: [0.017 , 0.025] | OR_adj 1.021 [1.017 1.025] | occ: 1476 | OR_unadj: 1.168 [0.864 1.580] | indivs AUC:0.536 Correlated most with: Diagnosis:9ccs58:Ot nutrit dx:-0.052 Diagnosis:9ccs59:Anemia:0.052 Diagnosis:9ccs10:Immuniz/scrn:-0.050 Diagnosis:9ccs135:Intest infct:0.044 Diagnosis:9ccs96:Hrt valve dx:0.043 MatDeliveryAge:0.037 Diagnosis:9ccs151:Oth liver dx:-0.035 Diagnosis:9ccs133:Oth low resp:-0.035 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.033 Diagnosis:9ccs166:Oth male gen:-0.031 * Vital: Ht-gain1to5 | coef 0.020 95% CI: [0.018 , 0.022] | OR_adj 1.021 [1.018 1.023] | occ: 1460 | OR_unadj: 0.762 [0.607 0.957] | indivs AUC:0.454 Correlated most with: Number of Visits:0.145 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.097 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.085 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.074 Diagnosis:9ccs257:Ot aftercare:0.071 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.068 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.063 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.062 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.061 Diagnosis:9ccs135:Intest infct:0.054 Vital: Ht-gain10to16 | coef 0.019 95% CI: [0.017 , 0.021] | OR_adj 1.020 [1.018 1.022] | occ: 1442 | OR_unadj: 0.837 [0.658 1.064] | indivs AUC:0.499 Correlated most with: Number of Visits:0.069 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.057 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.048 Diagnosis:9ccs58:Ot nutrit dx:0.047 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.046 Diagnosis:9ccs90:Eye infectn:0.044 Diagnosis:9ccs122:Pneumonia:0.043 Diagnosis:9ccs125:Bronchitis:0.041 Diagnosis:9ccs2603:E Codes: Fall:0.040 Diagnosis:9ccs59:Anemia:0.040 Vital: Ht-gain0to3 | coef 0.019 95% CI: [0.017 , 0.022] | OR_adj 1.020 [1.017 1.022] | occ: 1419 | OR_unadj: 1.156 [0.909 1.469] | indivs AUC:0.506 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.043 Number of Visits:0.042 Diagnosis:9ccs138:Esophgeal dx:-0.041 Diagnosis:9ccs247:Lymph enlarg:-0.040 Diagnosis:9ccs166:Oth male gen:0.038 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.037 Diagnosis:9ccs7:Viral infect:0.033 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.032 Newborn Diagnosis:9ccs222:Perint jaund:0.031 Diagnosis:9ccs74:Ot mentl cnd:-0.030 Vital: Ht Percentile-gain10to16 | coef 0.018 95% CI: [0.016 , 0.020] | OR_adj 1.018 [1.016 1.020] | occ: 760 | OR_unadj: 0.965 [0.731 1.274] | indivs AUC:0.544 Correlated most with: Diagnosis:9ccs0:No DX:0.103 Diagnosis:9ccs222:Perint jaund:-0.061 Diagnosis:9ccs122:Pneumonia:0.059 Number of Visits:0.054 Diagnosis:9ccs128:Asthma:0.048 Diagnosis:9ccs213:Cardiac anom:0.040 Diagnosis:9ccs133:Oth low resp:-0.033 Diagnosis:9ccs113:Late eff CVD:0.033 Diagnosis:9ccs166:Oth male gen:-0.032 Diagnosis:9ccs137:Mouth dx:0.032 Vital: Ht-avg7to10 | coef 0.018 95% CI: [0.015 , 0.021] | OR_adj 1.018 [1.015 1.021] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.483 Correlated most with: Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.063 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.054 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.048 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.047 Diagnosis:9ccs59:Anemia:-0.042 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.042 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.041 Diagnosis:9ccs138:Esophgeal dx:-0.041 Diagnosis:9ccs155:Other GI dx:-0.039 Newborn Diagnosis:9ccs222:Perint jaund:-0.036 Vital: HR-latest | coef 0.018 95% CI: [0.016 , 0.020] | OR_adj 1.018 [1.016 1.020] | occ: 1040 | OR_unadj: 1.213 [0.939 1.565] | indivs AUC:0.496 Correlated most with: Number of Visits:-0.082 Diagnosis:9ccs127:COPD:-0.063 Diagnosis:9ccs96:Hrt valve dx:-0.062 Diagnosis:9ccs128:Asthma:-0.058 Diagnosis:9ccs253:Allergy:-0.055 Diagnosis:9ccs10:Immuniz/scrn:0.048 Diagnosis:9ccs94:Other ear dx:-0.047 Diagnosis:9ccs83:Epilepsy/cnv:-0.045 Diagnosis:9ccs151:Oth liver dx:0.044 Diagnosis:9ccs74:Ot mentl cnd:-0.043 Vital: HC-gain0to3 | coef 0.017 95% CI: [0.016 , 0.019] | OR_adj 1.017 [1.016 1.019] | occ: 1344 | OR_unadj: 1.162 [0.915 1.474] | indivs AUC:0.517 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:-0.050 Diagnosis:9ccs257:Ot aftercare:0.047 Diagnosis:9ccs7:Viral infect:0.040 Newborn Diagnosis:9ccs222:Perint jaund:0.040 Diagnosis:9ccs127:COPD:-0.037 Diagnosis:9ccs136:Teeth dx:-0.034 Diagnosis:9ccs143:Abdom hernia:0.032 Diagnosis:9ccs10:Immuniz/scrn:-0.030 Diagnosis:9ccs58:Ot nutrit dx:0.027 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.027 * Vital: Ht Percentile-latest | coef 0.017 95% CI: [0.014 , 0.020] | OR_adj 1.017 [1.014 1.020] | occ: 1058 | OR_unadj: 1.698 [1.338 2.155] | indivs AUC:0.611 Correlated most with: Diagnosis:9ccs59:Anemia:-0.070 Diagnosis:9ccs136:Teeth dx:-0.061 Diagnosis:9ccs257:Ot aftercare:-0.050 Diagnosis:9ccs258:Other screen:-0.045 Diagnosis:9ccs239:Superfic inj:-0.044 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.041 Lab:295669 BILIRUBIN DIRECT - LMC:0.039 Diagnosis:9ccs155:Other GI dx:-0.033 Diagnosis:9ccs154:Gastroent:-0.030 Diagnosis:9ccs0:No DX:0.030 * Vital: Ht-avg1to3 | coef 0.017 95% CI: [0.015 , 0.019] | OR_adj 1.017 [1.015 1.019] | occ: 1374 | OR_unadj: 1.477 [1.174 1.858] | indivs AUC:0.528 Correlated most with: Newborn Diagnosis:9ccs222:Perint jaund:-0.099 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.048 Diagnosis:9ccs137:Mouth dx:0.044 Diagnosis:9ccs10:Immuniz/scrn:-0.044 Diagnosis:9ccs58:Ot nutrit dx:-0.043 Diagnosis:9ccs59:Anemia:-0.042 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.039 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.038 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.037 Lab:295669 BILIRUBIN DIRECT - LMC:-0.036 Vital: Ht-gain16to24 | coef 0.017 95% CI: [0.015 , 0.018] | OR_adj 1.017 [1.016 1.019] | occ: 1442 | OR_unadj: 0.985 [0.700 1.387] | indivs AUC:0.536 Correlated most with: Number of Visits:-0.094 Diagnosis:9ccs257:Ot aftercare:-0.053 Diagnosis:9ccs135:Intest infct:-0.048 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.047 Diagnosis:9ccs113:Late eff CVD:0.047 Diagnosis:9ccs125:Bronchitis:-0.045 MatDeliveryAge:-0.044 Lab:295669 BILIRUBIN DIRECT - LMC:-0.040 Diagnosis:9ccs7:Viral infect:-0.039 Diagnosis:9ccs90:Eye infectn:-0.036 Vital: HC-gain5to10 | coef 0.017 95% CI: [0.015 , 0.019] | OR_adj 1.017 [1.015 1.019] | occ: 1329 | OR_unadj: 0.973 [0.772 1.226] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs257:Ot aftercare:0.070 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.065 Diagnosis:9ccs154:Gastroent:-0.065 MatDeliveryAge:-0.049 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.046 Diagnosis:9ccs128:Asthma:0.046 Diagnosis:9ccs133:Oth low resp:-0.045 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.045 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.042 Diagnosis:9ccs222:Perint jaund:-0.040 Number of Visits | coef 0.017 95% CI: [0.015 , 0.019] | OR_adj 1.017 [1.015 1.019] | occ: 1696 | OR_unadj: 0.956 [0.759 1.205] | indivs AUC:0.444 Correlated most with: Number of Visits:1.000 Diagnosis:9ccs7:Viral infect:0.408 Diagnosis:9ccs257:Ot aftercare:0.371 Diagnosis:9ccs155:Other GI dx:0.323 Diagnosis:9ccs133:Oth low resp:0.321 Diagnosis:9ccs128:Asthma:0.320 Diagnosis:9ccs253:Allergy:0.299 Diagnosis:9ccs135:Intest infct:0.295 Diagnosis:9ccs125:Bronchitis:0.293 Diagnosis:9ccs90:Eye infectn:0.288 MatDeliveryAge | coef 0.016 95% CI: [0.014 , 0.018] | OR_adj 1.016 [1.014 1.018] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.529 Correlated most with: MatDeliveryAge:1.000 Number of Visits:0.107 Diagnosis:9ccs239:Superfic inj:0.080 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.066 Diagnosis:9ccs74:Ot mentl cnd:0.062 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.061 Diagnosis:9ccs90:Eye infectn:0.059 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.059 Diagnosis:9ccs133:Oth low resp:0.056 Diagnosis:9ccs7:Viral infect:0.053 * Vital: Ht-avg0to1 | coef 0.015 95% CI: [0.014 , 0.017] | OR_adj 1.016 [1.014 1.017] | occ: 1350 | OR_unadj: 1.413 [1.125 1.774] | indivs AUC:0.574 Correlated most with: Newborn Diagnosis:9ccs222:Perint jaund:-0.114 Diagnosis:9ccs247:Lymph enlarg:0.056 Diagnosis:9ccs166:Oth male gen:-0.055 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.055 Diagnosis:9ccs90:Eye infectn:0.053 Diagnosis:9ccs222:Perint jaund:-0.048 Diagnosis:9ccs137:Mouth dx:0.048 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.048 Diagnosis:9ccs125:Bronchitis:0.047 Diagnosis:9ccs127:COPD:0.047 Vital: HC-gain1to5 | coef 0.015 95% CI: [0.013 , 0.018] | OR_adj 1.016 [1.013 1.018] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.445 Correlated most with: Number of Visits:0.113 Diagnosis:9ccs125:Bronchitis:0.086 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.080 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.075 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.074 Diagnosis:9ccs151:Oth liver dx:-0.067 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.067 Diagnosis:9ccs74:Ot mentl cnd:0.065 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.060 Diagnosis:9ccs154:Gastroent:-0.058 * Vital: HC-avg1to3 | coef 0.015 95% CI: [0.013 , 0.018] | OR_adj 1.015 [1.013 1.018] | occ: 1235 | OR_unadj: 1.366 [1.082 1.723] | indivs AUC:0.544 Correlated most with: Newborn Diagnosis:9ccs222:Perint jaund:-0.094 Diagnosis:9ccs2603:E Codes: Fall:0.075 Number of Visits:-0.048 Diagnosis:9ccs198:Ot infl skin:0.044 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.044 Diagnosis:9ccs59:Anemia:-0.039 Diagnosis:9ccs138:Esophgeal dx:-0.039 Diagnosis:9ccs91:Other eye dx:0.033 Diagnosis:9ccs0:No DX:0.031 Diagnosis:9ccs222:Perint jaund:-0.031 * Vital: Ht-avg19to24 | coef 0.015 95% CI: [0.013 , 0.017] | OR_adj 1.015 [1.013 1.017] | occ: 1391 | OR_unadj: 1.584 [1.262 1.987] | indivs AUC:0.584 Correlated most with: Diagnosis:9ccs127:COPD:0.072 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.065 Diagnosis:9ccs133:Oth low resp:0.061 Diagnosis:9ccs253:Allergy:0.059 Diagnosis:9ccs134:Ot uppr resp:0.057 Diagnosis:9ccs59:Anemia:-0.056 Diagnosis:9ccs128:Asthma:0.053 Diagnosis:9ccs58:Ot nutrit dx:-0.041 Diagnosis:9ccs136:Teeth dx:-0.038 Diagnosis:9ccs258:Other screen:-0.035 * Vital: HC-avg7to10 | coef 0.015 95% CI: [0.013 , 0.017] | OR_adj 1.015 [1.013 1.017] | occ: 1119 | OR_unadj: 1.386 [1.102 1.744] | indivs AUC:0.563 Correlated most with: Diagnosis:9ccs2603:E Codes: Fall:0.070 Diagnosis:9ccs127:COPD:0.055 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.053 Diagnosis:9ccs239:Superfic inj:0.038 Diagnosis:9ccs213:Cardiac anom:-0.036 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.035 Diagnosis:9ccs143:Abdom hernia:0.035 Diagnosis:9ccs83:Epilepsy/cnv:-0.035 Diagnosis:9ccs59:Anemia:-0.034 Diagnosis:9ccs137:Mouth dx:-0.032 * Vital: Ht Percentile-avg16to19 | coef 0.015 95% CI: [0.011 , 0.018] | OR_adj 1.015 [1.011 1.018] | occ: 747 | OR_unadj: 1.399 [1.073 1.825] | indivs AUC:0.547 Correlated most with: Diagnosis:9ccs239:Superfic inj:-0.061 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.059 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.058 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.054 Diagnosis:9ccs136:Teeth dx:-0.053 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.050 Diagnosis:9ccs127:COPD:0.049 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.046 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.046 Lab:295669 BILIRUBIN DIRECT - LMC:0.045 Vital: HC-avg0to1 | coef 0.014 95% CI: [0.013 , 0.016] | OR_adj 1.014 [1.013 1.016] | occ: 1207 | OR_unadj: 1.069 [0.849 1.345] | indivs AUC:0.564 Correlated most with: Newborn Diagnosis:9ccs222:Perint jaund:-0.113 Diagnosis:9ccs90:Eye infectn:0.058 Diagnosis:9ccs253:Allergy:0.052 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.051 Diagnosis:9ccs10:Immuniz/scrn:0.051 Lab:295669 BILIRUBIN DIRECT - LMC:-0.047 Diagnosis:9ccs91:Other eye dx:0.047 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.044 Diagnosis:9ccs143:Abdom hernia:0.044 Diagnosis:9ccs222:Perint jaund:-0.041 * Vital: Ht-avg16to19 | coef 0.014 95% CI: [0.012 , 0.016] | OR_adj 1.014 [1.013 1.016] | occ: 1291 | OR_unadj: 1.538 [1.221 1.939] | indivs AUC:0.568 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.069 Diagnosis:9ccs128:Asthma:0.045 Diagnosis:9ccs133:Oth low resp:0.045 Diagnosis:9ccs59:Anemia:-0.044 Diagnosis:9ccs143:Abdom hernia:0.043 Diagnosis:9ccs239:Superfic inj:-0.038 Diagnosis:9ccs253:Allergy:0.037 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.035 Number of Visits:0.032 Diagnosis:9ccs138:Esophgeal dx:-0.029 Vital: Ht Percentile-gain5to10 | coef 0.014 95% CI: [0.012 , 0.016] | OR_adj 1.014 [1.012 1.016] | occ: 590 | OR_unadj: 0.909 [0.659 1.253] | indivs AUC:0.501 Correlated most with: Diagnosis:9ccs250:Nausea/vomit:-0.053 Diagnosis:9ccs137:Mouth dx:-0.046 Diagnosis:9ccs247:Lymph enlarg:0.044 Diagnosis:9ccs155:Other GI dx:-0.041 Diagnosis:9ccs138:Esophgeal dx:-0.039 Diagnosis:9ccs0:No DX:0.039 Diagnosis:9ccs143:Abdom hernia:-0.036 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.034 Diagnosis:9ccs198:Ot infl skin:-0.032 Diagnosis:9ccs154:Gastroent:-0.031 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef 0.014 95% CI: [0.011 , 0.016] | OR_adj 1.014 [1.012 1.016] | occ: 1126 | OR_unadj: 1.090 [0.850 1.398] | indivs AUC:0.467 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.336 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.333 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.266 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.174 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.148 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.122 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.115 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.104 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.101 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth | coef 0.014 95% CI: [0.012 , 0.015] | OR_adj 1.014 [1.012 1.015] | occ: 1123 | OR_unadj: 1.195 [0.939 1.521] | indivs AUC:0.509 Correlated most with: Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.385 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.383 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.355 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.345 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.318 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.270 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.241 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.229 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.205 Vital: HC-gain16to24 | coef 0.014 95% CI: [0.012 , 0.015] | OR_adj 1.014 [1.012 1.015] | occ: 1079 | OR_unadj: 1.219 [0.956 1.555] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:-0.076 Number of Visits:-0.073 Diagnosis:9ccs113:Late eff CVD:0.056 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.049 Diagnosis:9ccs90:Eye infectn:-0.043 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.032 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.031 Diagnosis:9ccs135:Intest infct:-0.031 Diagnosis:9ccs83:Epilepsy/cnv:0.030 MatDeliveryAge:-0.030 * Vital: Ht Percentile-gain7to13 | coef 0.014 95% CI: [0.012 , 0.015] | OR_adj 1.014 [1.012 1.015] | occ: 690 | OR_unadj: 1.479 [1.110 1.972] | indivs AUC:0.576 Correlated most with: Diagnosis:9ccs151:Oth liver dx:-0.051 Diagnosis:9ccs258:Other screen:-0.051 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.050 Diagnosis:9ccs58:Ot nutrit dx:0.042 Diagnosis:9ccs90:Eye infectn:0.040 Diagnosis:9ccs94:Other ear dx:0.040 Diagnosis:9ccs128:Asthma:0.037 Diagnosis:9ccs143:Abdom hernia:0.037 Diagnosis:9ccs213:Cardiac anom:-0.034 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.032 Vital: HC-latest | coef 0.013 95% CI: [0.012 , 0.015] | OR_adj 1.014 [1.012 1.015] | occ: 1631 | OR_unadj: 1.158 [0.909 1.475] | indivs AUC:0.546 Correlated most with: Number of Visits:0.268 Diagnosis:9ccs257:Ot aftercare:0.193 Diagnosis:9ccs10:Immuniz/scrn:0.188 Diagnosis:9ccs125:Bronchitis:0.168 Diagnosis:9ccs7:Viral infect:0.160 Diagnosis:9ccs128:Asthma:0.128 Diagnosis:9ccs135:Intest infct:0.113 Diagnosis:9ccs90:Eye infectn:0.110 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.106 Diagnosis:9ccs154:Gastroent:-0.099 Vital: HC-gain13to19 | coef 0.013 95% CI: [0.012 , 0.015] | OR_adj 1.013 [1.012 1.015] | occ: 1054 | OR_unadj: 1.081 [0.862 1.357] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs166:Oth male gen:-0.060 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.055 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.054 Diagnosis:9ccs74:Ot mentl cnd:0.049 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.042 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.042 Diagnosis:9ccs239:Superfic inj:0.036 Diagnosis:9ccs125:Bronchitis:0.034 Diagnosis:9ccs143:Abdom hernia:-0.033 Diagnosis:9ccs83:Epilepsy/cnv:-0.033 * Vital: Ht Percentile-avg10to13 | coef 0.013 95% CI: [0.010 , 0.016] | OR_adj 1.013 [1.010 1.016] | occ: 660 | OR_unadj: 1.758 [1.345 2.298] | indivs AUC:0.555 Correlated most with: Diagnosis:9ccs58:Ot nutrit dx:0.059 Diagnosis:9ccs90:Eye infectn:0.045 Diagnosis:9ccs143:Abdom hernia:0.044 Diagnosis:9ccs133:Oth low resp:0.043 Diagnosis:9ccs136:Teeth dx:-0.043 Diagnosis:9ccs0:No DX:0.042 Diagnosis:9ccs222:Perint jaund:0.040 Diagnosis:9ccs166:Oth male gen:-0.039 Diagnosis:9ccs155:Other GI dx:-0.038 Diagnosis:9ccs83:Epilepsy/cnv:0.037 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth | coef 0.012 95% CI: [0.011 , 0.014] | OR_adj 1.012 [1.011 1.014] | occ: 1120 | OR_unadj: 1.164 [0.907 1.495] | indivs AUC:0.426 Correlated most with: Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:1.000 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.736 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.673 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.649 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.548 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.527 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.489 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.341 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.333 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.319 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef 0.012 95% CI: [0.010 , 0.014] | OR_adj 1.012 [1.011 1.014] | occ: 1123 | OR_unadj: 1.078 [0.842 1.380] | indivs AUC:0.554 Correlated most with: Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:1.000 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.736 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.639 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.621 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.553 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.531 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.493 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.322 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.318 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.266 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest | coef 0.012 95% CI: [0.010 , 0.013] | OR_adj 1.012 [1.010 1.013] | occ: 1073 | OR_unadj: 1.178 [0.920 1.510] | indivs AUC:0.544 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.558 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.558 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.472 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.442 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.400 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.391 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.351 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.322 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.319 * Vital: Ht-latest | coef 0.012 95% CI: [0.011 , 0.013] | OR_adj 1.012 [1.011 1.013] | occ: 1665 | OR_unadj: 1.383 [1.078 1.773] | indivs AUC:0.555 Correlated most with: Number of Visits:0.416 Diagnosis:9ccs10:Immuniz/scrn:0.289 Diagnosis:9ccs7:Viral infect:0.183 Diagnosis:9ccs257:Ot aftercare:0.180 Diagnosis:9ccs135:Intest infct:0.160 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.146 Diagnosis:9ccs125:Bronchitis:0.140 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.127 Diagnosis:9ccs128:Asthma:0.122 Diagnosis:9ccs90:Eye infectn:0.118 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth | coef 0.012 95% CI: [0.011 , 0.013] | OR_adj 1.012 [1.011 1.013] | occ: 1116 | OR_unadj: 1.314 [1.027 1.682] | indivs AUC:0.519 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.345 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.213 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.195 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.175 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.162 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.130 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.127 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.125 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.108 Vital: HC-avg3to5 | coef 0.012 95% CI: [0.010 , 0.014] | OR_adj 1.012 [1.010 1.014] | occ: 1164 | OR_unadj: 1.089 [0.860 1.379] | indivs AUC:0.511 Correlated most with: Newborn Diagnosis:9ccs222:Perint jaund:-0.068 Diagnosis:9ccs213:Cardiac anom:-0.065 Diagnosis:9ccs59:Anemia:-0.054 Diagnosis:9ccs91:Other eye dx:0.047 Diagnosis:9ccs96:Hrt valve dx:-0.045 Number of Visits:-0.044 Diagnosis:9ccs154:Gastroent:-0.042 MatDeliveryAge:0.040 Diagnosis:9ccs222:Perint jaund:-0.040 Diagnosis:9ccs83:Epilepsy/cnv:-0.040 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef 0.011 95% CI: [0.010 , 0.013] | OR_adj 1.011 [1.010 1.013] | occ: 1067 | OR_unadj: 1.024 [0.789 1.329] | indivs AUC:0.503 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.481 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.443 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.351 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.341 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.318 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.297 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.282 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.268 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.229 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest | coef 0.011 95% CI: [0.010 , 0.013] | OR_adj 1.011 [1.010 1.013] | occ: 1129 | OR_unadj: 1.207 [0.948 1.536] | indivs AUC:0.479 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:1.000 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.672 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.633 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.612 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.355 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.331 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.318 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.318 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.288 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.269 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.011 95% CI: [0.010 , 0.012] | OR_adj 1.011 [1.010 1.013] | occ: 1124 | OR_unadj: 1.167 [0.908 1.500] | indivs AUC:0.513 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.336 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.310 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.300 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.292 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.270 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.260 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.246 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.187 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.148 Vital: Ht Percentile-avg13to16 | coef 0.011 95% CI: [0.010 , 0.013] | OR_adj 1.011 [1.010 1.013] | occ: 661 | OR_unadj: 1.285 [0.973 1.695] | indivs AUC:0.545 Correlated most with: Diagnosis:9ccs0:No DX:0.058 Diagnosis:9ccs250:Nausea/vomit:-0.050 Diagnosis:9ccs166:Oth male gen:-0.049 Diagnosis:9ccs58:Ot nutrit dx:0.048 Diagnosis:9ccs127:COPD:0.047 Diagnosis:9ccs96:Hrt valve dx:-0.046 Diagnosis:9ccs7:Viral infect:0.044 Diagnosis:9ccs155:Other GI dx:-0.042 Number of Visits:0.041 Diagnosis:9ccs257:Ot aftercare:-0.039 Vital: HR-avg13to16 | coef 0.011 95% CI: [0.009 , 0.013] | OR_adj 1.011 [1.009 1.013] | occ: 418 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.481 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:0.070 Diagnosis:9ccs74:Ot mentl cnd:-0.061 Diagnosis:9ccs247:Lymph enlarg:-0.048 Diagnosis:9ccs125:Bronchitis:-0.047 Diagnosis:9ccs198:Ot infl skin:0.046 Diagnosis:9ccs94:Other ear dx:-0.046 Diagnosis:9ccs83:Epilepsy/cnv:-0.044 Diagnosis:9ccs127:COPD:-0.034 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.033 Diagnosis:9ccs7:Viral infect:0.033 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.011 95% CI: [0.010 , 0.012] | OR_adj 1.011 [1.010 1.012] | occ: 1123 | OR_unadj: 1.303 [1.018 1.669] | indivs AUC:0.504 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.486 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.463 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.438 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.391 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.310 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.288 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.282 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.241 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.217 Vital: HC-avg13to16 | coef 0.011 95% CI: [0.009 , 0.013] | OR_adj 1.011 [1.009 1.013] | occ: 973 | OR_unadj: 1.129 [0.890 1.433] | indivs AUC:0.554 Correlated most with: Diagnosis:9ccs143:Abdom hernia:0.073 Diagnosis:9ccs253:Allergy:0.048 Diagnosis:9ccs137:Mouth dx:-0.048 Diagnosis:9ccs90:Eye infectn:0.042 MatDeliveryAge:0.041 Diagnosis:9ccs91:Other eye dx:0.039 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.036 Diagnosis:9ccs96:Hrt valve dx:0.034 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.032 Diagnosis:9ccs154:Gastroent:-0.031 Vital: Ht Percentile-avg7to10 | coef 0.011 95% CI: [0.009 , 0.012] | OR_adj 1.011 [1.009 1.013] | occ: 538 | OR_unadj: 1.276 [0.951 1.712] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs222:Perint jaund:0.054 Diagnosis:9ccs138:Esophgeal dx:-0.054 Diagnosis:9ccs125:Bronchitis:-0.053 Diagnosis:9ccs166:Oth male gen:-0.046 Diagnosis:9ccs94:Other ear dx:0.046 Diagnosis:9ccs151:Oth liver dx:0.045 Diagnosis:9ccs83:Epilepsy/cnv:0.043 Diagnosis:9ccs0:No DX:0.039 Diagnosis:9ccs133:Oth low resp:0.039 Diagnosis:9ccs59:Anemia:-0.035 Vital: Ht Percentile-gain3to7 | coef 0.011 95% CI: [0.009 , 0.012] | OR_adj 1.011 [1.009 1.012] | occ: 514 | OR_unadj: 0.967 [0.692 1.353] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs154:Gastroent:-0.076 Diagnosis:9ccs83:Epilepsy/cnv:0.058 Diagnosis:9ccs250:Nausea/vomit:-0.040 Diagnosis:9ccs134:Ot uppr resp:0.040 Diagnosis:9ccs128:Asthma:0.038 Diagnosis:9ccs239:Superfic inj:-0.037 Diagnosis:9ccs138:Esophgeal dx:-0.035 Diagnosis:9ccs94:Other ear dx:0.032 Diagnosis:9ccs166:Oth male gen:-0.031 Diagnosis:9ccs125:Bronchitis:-0.030 Vital: HR-avg16to19 | coef 0.010 95% CI: [0.009 , 0.012] | OR_adj 1.010 [1.009 1.012] | occ: 366 | OR_unadj: 1.321 [0.899 1.943] | indivs AUC:0.492 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.084 Diagnosis:9ccs247:Lymph enlarg:-0.073 Diagnosis:9ccs10:Immuniz/scrn:0.064 Diagnosis:9ccs258:Other screen:0.061 Diagnosis:9ccs137:Mouth dx:0.055 Diagnosis:9ccs239:Superfic inj:0.054 Diagnosis:9ccs0:No DX:0.044 Diagnosis:9ccs161:Ot dx kidney:0.042 Diagnosis:9ccs2603:E Codes: Fall:0.042 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.038 * Vital: Ht Percentile-gain0to24 | coef 0.010 95% CI: [0.008 , 0.011] | OR_adj 1.010 [1.008 1.011] | occ: 926 | OR_unadj: 1.596 [1.246 2.043] | indivs AUC:0.590 Correlated most with: Diagnosis:9ccs136:Teeth dx:-0.075 Diagnosis:9ccs59:Anemia:-0.074 Diagnosis:9ccs2603:E Codes: Fall:-0.055 Diagnosis:9ccs239:Superfic inj:-0.053 Diagnosis:9ccs0:No DX:0.050 Diagnosis:9ccs258:Other screen:-0.046 Diagnosis:9ccs257:Ot aftercare:-0.037 Diagnosis:9ccs83:Epilepsy/cnv:0.037 Diagnosis:9ccs74:Ot mentl cnd:-0.037 Diagnosis:9ccs127:COPD:0.036 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest | coef 0.010 95% CI: [0.008 , 0.011] | OR_adj 1.010 [1.008 1.011] | occ: 1126 | OR_unadj: 1.098 [0.851 1.416] | indivs AUC:0.439 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.783 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.711 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.663 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.656 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.649 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.621 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.443 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.400 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.269 Vital: Ht Percentile-avg1to3 | coef 0.009 95% CI: [0.008 , 0.011] | OR_adj 1.009 [1.008 1.011] | occ: 371 | OR_unadj: 1.004 [0.693 1.454] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs133:Oth low resp:0.064 Diagnosis:9ccs258:Other screen:0.059 Diagnosis:9ccs257:Ot aftercare:0.058 Diagnosis:9ccs253:Allergy:0.052 Newborn Diagnosis:9ccs222:Perint jaund:-0.051 Number of Visits:0.047 Diagnosis:9ccs90:Eye infectn:0.042 Diagnosis:9ccs198:Ot infl skin:0.042 Diagnosis:9ccs151:Oth liver dx:0.038 Diagnosis:9ccs143:Abdom hernia:-0.038 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth | coef 0.009 95% CI: [0.008 , 0.011] | OR_adj 1.009 [1.008 1.011] | occ: 1123 | OR_unadj: 0.843 [0.641 1.108] | indivs AUC:0.482 Correlated most with: Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:1.000 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.918 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.746 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.712 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.663 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:-0.612 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.531 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.527 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.472 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.463 * Vital: HR-avg5to7 | coef 0.009 95% CI: [0.008 , 0.010] | OR_adj 1.009 [1.008 1.010] | occ: 318 | OR_unadj: 2.013 [1.408 2.877] | indivs AUC:0.546 Correlated most with: Diagnosis:9ccs213:Cardiac anom:-0.075 Diagnosis:9ccs125:Bronchitis:0.071 Diagnosis:9ccs59:Anemia:0.062 Diagnosis:9ccs96:Hrt valve dx:-0.055 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.055 Diagnosis:9ccs253:Allergy:-0.055 Diagnosis:9ccs134:Ot uppr resp:-0.052 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.052 Diagnosis:9ccs122:Pneumonia:0.041 Diagnosis:9ccs257:Ot aftercare:0.041 Vital: HR-avg7to10 | coef 0.009 95% CI: [0.008 , 0.010] | OR_adj 1.009 [1.008 1.010] | occ: 429 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.558 Correlated most with: Diagnosis:9ccs127:COPD:-0.082 Diagnosis:9ccs125:Bronchitis:0.061 Diagnosis:9ccs134:Ot uppr resp:-0.056 Diagnosis:9ccs7:Viral infect:0.056 Diagnosis:9ccs58:Ot nutrit dx:0.049 Diagnosis:9ccs137:Mouth dx:0.048 Diagnosis:9ccs96:Hrt valve dx:-0.038 Diagnosis:9ccs90:Eye infectn:0.038 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.037 Diagnosis:9ccs166:Oth male gen:-0.037 * Vital: Ht Percentile-avg19to24 | coef 0.009 95% CI: [0.008 , 0.010] | OR_adj 1.009 [1.008 1.010] | occ: 931 | OR_unadj: 1.595 [1.246 2.040] | indivs AUC:0.596 Correlated most with: Diagnosis:9ccs136:Teeth dx:-0.078 Diagnosis:9ccs59:Anemia:-0.076 Diagnosis:9ccs2603:E Codes: Fall:-0.055 Diagnosis:9ccs239:Superfic inj:-0.051 Diagnosis:9ccs0:No DX:0.051 Diagnosis:9ccs258:Other screen:-0.045 Diagnosis:9ccs74:Ot mentl cnd:-0.038 Diagnosis:9ccs257:Ot aftercare:-0.038 Diagnosis:9ccs127:COPD:0.037 Diagnosis:9ccs134:Ot uppr resp:0.036 Vital: Ht Percentile-avg0to1 | coef 0.009 95% CI: [0.007 , 0.010] | OR_adj 1.009 [1.007 1.010] | occ: 309 | OR_unadj: 1.145 [0.783 1.674] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:-0.080 Diagnosis:9ccs250:Nausea/vomit:-0.057 Diagnosis:9ccs127:COPD:0.050 Diagnosis:9ccs213:Cardiac anom:-0.039 Diagnosis:9ccs125:Bronchitis:0.037 Diagnosis:9ccs247:Lymph enlarg:0.036 Diagnosis:9ccs91:Other eye dx:0.035 Diagnosis:9ccs59:Anemia:-0.033 Diagnosis:9ccs122:Pneumonia:-0.030 Diagnosis:9ccs2603:E Codes: Fall:-0.028 * Vital: HC-avg16to19 | coef 0.009 95% CI: [0.008 , 0.010] | OR_adj 1.009 [1.008 1.010] | occ: 933 | OR_unadj: 1.456 [1.141 1.858] | indivs AUC:0.601 Correlated most with: Diagnosis:9ccs143:Abdom hernia:0.078 MatDeliveryAge:0.068 Diagnosis:9ccs59:Anemia:-0.065 Diagnosis:9ccs253:Allergy:0.060 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.056 Diagnosis:9ccs137:Mouth dx:-0.055 Diagnosis:9ccs83:Epilepsy/cnv:-0.046 Diagnosis:9ccs166:Oth male gen:0.040 Diagnosis:9ccs2603:E Codes: Fall:0.038 Diagnosis:9ccs90:Eye infectn:0.038 Vital: HR-avg3to5 | coef 0.009 95% CI: [0.007 , 0.010] | OR_adj 1.009 [1.007 1.010] | occ: 273 | OR_unadj: 0.649 [0.397 1.061] | indivs AUC:0.486 Correlated most with: Number of Visits:0.067 Diagnosis:9ccs135:Intest infct:0.064 Diagnosis:9ccs125:Bronchitis:0.060 Diagnosis:9ccs143:Abdom hernia:0.059 Diagnosis:9ccs239:Superfic inj:0.056 Diagnosis:9ccs96:Hrt valve dx:-0.054 Diagnosis:9ccs128:Asthma:0.052 Diagnosis:9ccs58:Ot nutrit dx:0.048 Diagnosis:9ccs137:Mouth dx:0.045 Diagnosis:9ccs250:Nausea/vomit:0.043 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest | coef 0.009 95% CI: [0.007 , 0.010] | OR_adj 1.009 [1.007 1.010] | occ: 1129 | OR_unadj: 1.139 [0.899 1.443] | indivs AUC:0.558 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:1.000 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.931 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.715 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.712 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.656 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:-0.633 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.558 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.493 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.489 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.438 Vital: Ht Percentile-avg5to7 | coef 0.009 95% CI: [0.008 , 0.010] | OR_adj 1.009 [1.008 1.010] | occ: 474 | OR_unadj: 1.174 [0.856 1.610] | indivs AUC:0.517 Correlated most with: Number of Visits:0.045 Diagnosis:9ccs127:COPD:0.042 Diagnosis:9ccs257:Ot aftercare:0.035 Diagnosis:9ccs74:Ot mentl cnd:0.035 Diagnosis:9ccs143:Abdom hernia:0.033 Diagnosis:9ccs213:Cardiac anom:-0.030 Diagnosis:9ccs94:Other ear dx:0.030 Newborn Diagnosis:9ccs222:Perint jaund:-0.030 Diagnosis:9ccs96:Hrt valve dx:-0.027 Diagnosis:9ccs83:Epilepsy/cnv:0.027 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1122 | OR_unadj: 1.093 [0.852 1.402] | indivs AUC:0.443 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:1.000 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.789 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.783 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.746 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.715 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.673 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.639 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.481 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.442 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.331 * Vital: HC-avg19to24 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 933 | OR_unadj: 1.593 [1.247 2.034] | indivs AUC:0.601 Correlated most with: Diagnosis:9ccs143:Abdom hernia:0.064 Diagnosis:9ccs137:Mouth dx:-0.054 Diagnosis:9ccs59:Anemia:-0.054 Diagnosis:9ccs74:Ot mentl cnd:-0.049 Diagnosis:9ccs83:Epilepsy/cnv:0.046 Diagnosis:9ccs91:Other eye dx:0.044 MatDeliveryAge:0.044 Diagnosis:9ccs154:Gastroent:-0.044 Diagnosis:9ccs253:Allergy:0.041 Diagnosis:9ccs133:Oth low resp:0.041 Vital: HR-avg1to3 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 265 | OR_unadj: 0.901 [0.585 1.388] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs7:Viral infect:0.104 Diagnosis:9ccs125:Bronchitis:0.076 Diagnosis:9ccs122:Pneumonia:0.065 Diagnosis:9ccs143:Abdom hernia:0.061 Diagnosis:9ccs198:Ot infl skin:0.060 Diagnosis:9ccs239:Superfic inj:0.053 Diagnosis:9ccs127:COPD:0.051 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.047 Diagnosis:9ccs161:Ot dx kidney:0.046 Diagnosis:9ccs250:Nausea/vomit:0.045 Census:Percent; Estimate; Percent high school graduate or higher-birth | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1123 | OR_unadj: 1.190 [0.942 1.504] | indivs AUC:0.459 Correlated most with: Census:Percent; Estimate; Percent high school graduate or higher-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.931 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.918 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.789 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.711 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.672 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.558 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.553 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.548 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.486 * Vital: HC-gain0to24 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 920 | OR_unadj: 1.672 [1.308 2.137] | indivs AUC:0.604 Correlated most with: Diagnosis:9ccs143:Abdom hernia:0.056 Diagnosis:9ccs137:Mouth dx:-0.052 Diagnosis:9ccs74:Ot mentl cnd:-0.049 Diagnosis:9ccs59:Anemia:-0.048 Diagnosis:9ccs83:Epilepsy/cnv:0.045 Diagnosis:9ccs154:Gastroent:-0.044 MatDeliveryAge:0.041 Diagnosis:9ccs253:Allergy:0.040 Diagnosis:9ccs91:Other eye dx:0.038 Diagnosis:9ccs213:Cardiac anom:0.038 Vital: RR-avg10to13 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 258 | OR_unadj: 1.045 [0.647 1.689] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.074 Diagnosis:9ccs135:Intest infct:0.072 Diagnosis:9ccs7:Viral infect:0.067 Diagnosis:9ccs83:Epilepsy/cnv:-0.054 Diagnosis:9ccs10:Immuniz/scrn:0.050 Diagnosis:9ccs127:COPD:-0.050 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.048 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.047 Diagnosis:9ccs151:Oth liver dx:0.041 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.039 * Vital: RR-avg5to7 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 191 | OR_unadj: 1.899 [1.195 3.018] | indivs AUC:0.522 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.054 Diagnosis:9ccs134:Ot uppr resp:-0.052 Diagnosis:9ccs7:Viral infect:0.051 Diagnosis:9ccs2603:E Codes: Fall:-0.044 Diagnosis:9ccs10:Immuniz/scrn:0.044 Diagnosis:9ccs257:Ot aftercare:0.043 Diagnosis:9ccs135:Intest infct:0.042 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.042 Diagnosis:9ccs90:Eye infectn:0.035 Diagnosis:9ccs155:Other GI dx:0.034 Vital: HR-avg0to1 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 196 | OR_unadj: 1.544 [0.961 2.479] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs213:Cardiac anom:0.081 Diagnosis:9ccs7:Viral infect:0.055 Diagnosis:9ccs138:Esophgeal dx:0.053 Number of Visits:0.052 Lab:295669 BILIRUBIN DIRECT - LMC:-0.052 Diagnosis:9ccs247:Lymph enlarg:0.051 Diagnosis:9ccs250:Nausea/vomit:0.049 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.049 Diagnosis:9ccs135:Intest infct:0.046 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.045 Vital: RR-avg1to3 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 165 | OR_unadj: 1.209 [0.727 2.010] | indivs AUC:0.470 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.057 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.056 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.053 Diagnosis:9ccs7:Viral infect:0.053 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.052 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.048 Diagnosis:9ccs151:Oth liver dx:0.047 Lab:295669 BILIRUBIN DIRECT - LMC:0.046 Diagnosis:9ccs58:Ot nutrit dx:0.044 Diagnosis:9ccs161:Ot dx kidney:0.042 Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 107 | OR_unadj: 1.091 [0.565 2.105] | indivs AUC:0.498 Correlated most with: Lab:295669 BILIRUBIN DIRECT - LMC:1.000 Lab:294495 LEAD, BLOOD - LMC:-0.059 Diagnosis:9ccs258:Other screen:0.048 Diagnosis:9ccs154:Gastroent:0.043 Diagnosis:9ccs134:Ot uppr resp:-0.035 Diagnosis:9ccs250:Nausea/vomit:-0.035 Diagnosis:9ccs247:Lymph enlarg:0.034 Diagnosis:9ccs253:Allergy:0.031 Diagnosis:9ccs133:Oth low resp:-0.031 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.030 Vital: RR-avg0to1 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 127 | OR_unadj: 1.370 [0.818 2.296] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs151:Oth liver dx:0.082 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.072 Diagnosis:9ccs222:Perint jaund:0.068 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.065 Diagnosis:9ccs7:Viral infect:0.062 Diagnosis:9ccs257:Ot aftercare:0.053 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.052 Diagnosis:9ccs74:Ot mentl cnd:-0.052 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.049 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.047 Diagnosis:9ccs133:Oth low resp | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 244 | OR_unadj: 1.121 [0.815 1.542] | indivs AUC:0.510 Correlated most with: Diagnosis:9ccs133:Oth low resp:1.000 Number of Visits:0.321 Diagnosis:9ccs155:Other GI dx:0.172 Diagnosis:9ccs128:Asthma:0.170 Diagnosis:9ccs154:Gastroent:0.166 Diagnosis:9ccs253:Allergy:0.164 Diagnosis:9ccs127:COPD:0.155 Diagnosis:9ccs7:Viral infect:0.149 Diagnosis:9ccs138:Esophgeal dx:0.145 Diagnosis:9ccs257:Ot aftercare:0.142 * Diagnosis:9ccs58:Ot nutrit dx | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 162 | OR_unadj: 1.954 [1.381 2.764] | indivs AUC:0.516 Correlated most with: Diagnosis:9ccs58:Ot nutrit dx:1.000 Number of Visits:0.168 Diagnosis:9ccs155:Other GI dx:0.133 Diagnosis:9ccs239:Superfic inj:0.093 Diagnosis:9ccs133:Oth low resp:0.088 Diagnosis:9ccs257:Ot aftercare:0.081 Diagnosis:9ccs154:Gastroent:0.081 Diagnosis:9ccs255:Social admin:0.072 Diagnosis:9ccs134:Ot uppr resp:0.071 Diagnosis:9ccs10:Immuniz/scrn:0.071 Diagnosis:9ccs135:Intest infct | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 470 | OR_unadj: 1.188 [0.925 1.525] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs135:Intest infct:1.000 Number of Visits:0.295 Diagnosis:9ccs257:Ot aftercare:0.171 Diagnosis:9ccs7:Viral infect:0.168 Diagnosis:9ccs125:Bronchitis:0.167 Diagnosis:9ccs10:Immuniz/scrn:0.145 Diagnosis:9ccs255:Social admin:0.136 Diagnosis:9ccs155:Other GI dx:0.131 Diagnosis:9ccs90:Eye infectn:0.131 Diagnosis:9ccs122:Pneumonia:0.128 * Diagnosis:9ccs128:Asthma | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 202 | OR_unadj: 1.499 [1.080 2.082] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs128:Asthma:1.000 Number of Visits:0.320 Diagnosis:9ccs122:Pneumonia:0.304 Diagnosis:9ccs125:Bronchitis:0.246 Diagnosis:9ccs257:Ot aftercare:0.189 Diagnosis:9ccs133:Oth low resp:0.170 Diagnosis:9ccs127:COPD:0.160 Diagnosis:9ccs7:Viral infect:0.137 Diagnosis:9ccs253:Allergy:0.126 Diagnosis:9ccs143:Abdom hernia:0.103 Diagnosis:9ccs198:Ot infl skin | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 237 | OR_unadj: 1.022 [0.735 1.419] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs198:Ot infl skin:1.000 Diagnosis:9ccs253:Allergy:0.187 Number of Visits:0.121 Diagnosis:9ccs10:Immuniz/scrn:0.106 Diagnosis:9ccs7:Viral infect:0.101 Diagnosis:9ccs255:Social admin:0.089 Diagnosis:9ccs91:Other eye dx:0.081 Diagnosis:9ccs257:Ot aftercare:0.081 Diagnosis:9ccs166:Oth male gen:0.064 Diagnosis:9ccs90:Eye infectn:0.062 Diagnosis:9ccs96:Hrt valve dx | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 159 | OR_unadj: 1.256 [0.863 1.827] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.473 Diagnosis:9ccs91:Other eye dx:0.097 Diagnosis:9ccs83:Epilepsy/cnv:0.089 Number of Visits:0.080 Diagnosis:9ccs10:Immuniz/scrn:0.079 Diagnosis:9ccs257:Ot aftercare:0.072 Lab:294495 LEAD, BLOOD - LMC:-0.059 Diagnosis:9ccs161:Ot dx kidney:0.056 Diagnosis:9ccs74:Ot mentl cnd:0.053 Diagnosis:9ccs91:Other eye dx | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 156 | OR_unadj: 0.984 [0.661 1.465] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs91:Other eye dx:1.000 Diagnosis:9ccs90:Eye infectn:0.173 Number of Visits:0.142 Diagnosis:9ccs7:Viral infect:0.121 Diagnosis:9ccs96:Hrt valve dx:0.097 Diagnosis:9ccs134:Ot uppr resp:0.096 Diagnosis:9ccs258:Other screen:0.093 Diagnosis:9ccs253:Allergy:0.087 Diagnosis:9ccs10:Immuniz/scrn:0.082 Diagnosis:9ccs198:Ot infl skin:0.081 Diagnosis:9ccs134:Ot uppr resp | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 167 | OR_unadj: 0.755 [0.500 1.141] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:1.000 Number of Visits:0.196 Diagnosis:9ccs253:Allergy:0.125 Diagnosis:9ccs90:Eye infectn:0.115 Diagnosis:9ccs133:Oth low resp:0.100 Diagnosis:9ccs127:COPD:0.099 Diagnosis:9ccs91:Other eye dx:0.096 Diagnosis:9ccs128:Asthma:0.084 Diagnosis:9ccs155:Other GI dx:0.082 Diagnosis:9ccs94:Other ear dx:0.074 Diagnosis:9ccs7:Viral infect | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 797 | OR_unadj: 0.878 [0.699 1.102] | indivs AUC:0.449 Correlated most with: Diagnosis:9ccs7:Viral infect:1.000 Number of Visits:0.408 Diagnosis:9ccs10:Immuniz/scrn:0.243 Diagnosis:9ccs257:Ot aftercare:0.225 Diagnosis:9ccs125:Bronchitis:0.219 Diagnosis:9ccs155:Other GI dx:0.202 Diagnosis:9ccs255:Social admin:0.189 Diagnosis:9ccs90:Eye infectn:0.180 Diagnosis:9ccs253:Allergy:0.174 Diagnosis:9ccs135:Intest infct:0.168 Diagnosis:9ccs250:Nausea/vomit | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 89 | OR_unadj: 1.171 [0.713 1.922] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs250:Nausea/vomit:1.000 Diagnosis:9ccs138:Esophgeal dx:0.202 Number of Visits:0.181 Diagnosis:9ccs133:Oth low resp:0.140 Diagnosis:9ccs155:Other GI dx:0.125 Diagnosis:9ccs257:Ot aftercare:0.111 Diagnosis:9ccs258:Other screen:0.111 Diagnosis:9ccs2603:E Codes: Fall:0.076 Diagnosis:9ccs151:Oth liver dx:0.065 Diagnosis:9ccs136:Teeth dx:0.065 Diagnosis:9ccs125:Bronchitis | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 481 | OR_unadj: 0.983 [0.763 1.267] | indivs AUC:0.531 Correlated most with: Diagnosis:9ccs125:Bronchitis:1.000 Number of Visits:0.293 Diagnosis:9ccs257:Ot aftercare:0.288 Diagnosis:9ccs128:Asthma:0.246 Diagnosis:9ccs7:Viral infect:0.219 Diagnosis:9ccs122:Pneumonia:0.187 Diagnosis:9ccs90:Eye infectn:0.175 Diagnosis:9ccs135:Intest infct:0.167 Diagnosis:9ccs10:Immuniz/scrn:0.161 Diagnosis:9ccs255:Social admin:0.138 Diagnosis:9ccs155:Other GI dx | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 466 | OR_unadj: 0.954 [0.738 1.234] | indivs AUC:0.485 Correlated most with: Diagnosis:9ccs155:Other GI dx:1.000 Number of Visits:0.323 Diagnosis:9ccs7:Viral infect:0.202 Diagnosis:9ccs154:Gastroent:0.191 Diagnosis:9ccs253:Allergy:0.183 Diagnosis:9ccs133:Oth low resp:0.172 Diagnosis:9ccs257:Ot aftercare:0.152 Diagnosis:9ccs10:Immuniz/scrn:0.146 Diagnosis:9ccs258:Other screen:0.145 Diagnosis:9ccs58:Ot nutrit dx:0.133 Diagnosis:9ccs90:Eye infectn | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 443 | OR_unadj: 1.060 [0.819 1.372] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs90:Eye infectn:1.000 Number of Visits:0.288 Diagnosis:9ccs7:Viral infect:0.180 Diagnosis:9ccs125:Bronchitis:0.175 Diagnosis:9ccs91:Other eye dx:0.173 Diagnosis:9ccs10:Immuniz/scrn:0.151 Diagnosis:9ccs257:Ot aftercare:0.148 Diagnosis:9ccs155:Other GI dx:0.131 Diagnosis:9ccs135:Intest infct:0.131 Diagnosis:9ccs255:Social admin:0.131 Diagnosis:9ccs94:Other ear dx | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 166 | OR_unadj: 1.404 [0.979 2.013] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs94:Other ear dx:1.000 Number of Visits:0.257 Diagnosis:9ccs74:Ot mentl cnd:0.205 Diagnosis:9ccs113:Late eff CVD:0.198 Diagnosis:9ccs127:COPD:0.084 Diagnosis:9ccs7:Viral infect:0.080 Diagnosis:9ccs257:Ot aftercare:0.078 Diagnosis:9ccs134:Ot uppr resp:0.074 Diagnosis:9ccs133:Oth low resp:0.072 Diagnosis:9ccs128:Asthma:0.072 Diagnosis:9ccs222:Perint jaund | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 225 | OR_unadj: 0.925 [0.656 1.303] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs222:Perint jaund:1.000 Diagnosis:9ccs151:Oth liver dx:0.181 Newborn Diagnosis:9ccs222:Perint jaund:0.108 Diagnosis:9ccs91:Other eye dx:0.066 Diagnosis:9ccs257:Ot aftercare:0.060 Diagnosis:9ccs10:Immuniz/scrn:0.059 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.051 Lab:294495 LEAD, BLOOD - LMC:0.050 Diagnosis:9ccs113:Late eff CVD:-0.050 Diagnosis:9ccs133:Oth low resp:0.043 Diagnosis:9ccs113:Late eff CVD | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 169 | OR_unadj: 1.068 [0.732 1.557] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs113:Late eff CVD:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.219 Diagnosis:9ccs94:Other ear dx:0.198 Number of Visits:0.112 Diagnosis:9ccs257:Ot aftercare:0.087 Diagnosis:9ccs125:Bronchitis:0.076 Diagnosis:9ccs255:Social admin:0.073 Diagnosis:9ccs127:COPD:0.066 Diagnosis:9ccs133:Oth low resp:0.058 Lab:294495 LEAD, BLOOD - LMC:-0.057 Diagnosis:9ccs137:Mouth dx | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 89 | OR_unadj: 0.765 [0.440 1.331] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs137:Mouth dx:1.000 Diagnosis:9ccs258:Other screen:0.165 Number of Visits:0.153 Diagnosis:9ccs239:Superfic inj:0.094 Diagnosis:9ccs7:Viral infect:0.091 Diagnosis:9ccs136:Teeth dx:0.085 Diagnosis:9ccs257:Ot aftercare:0.085 Diagnosis:9ccs247:Lymph enlarg:0.083 Diagnosis:9ccs253:Allergy:0.080 Diagnosis:9ccs10:Immuniz/scrn:0.077 Diagnosis:9ccs239:Superfic inj | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 165 | OR_unadj: 0.910 [0.613 1.351] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs239:Superfic inj:1.000 Number of Visits:0.206 Diagnosis:9ccs258:Other screen:0.184 Diagnosis:9ccs7:Viral infect:0.129 Diagnosis:9ccs155:Other GI dx:0.129 Diagnosis:9ccs133:Oth low resp:0.124 Diagnosis:9ccs10:Immuniz/scrn:0.103 Diagnosis:9ccs253:Allergy:0.099 Diagnosis:9ccs257:Ot aftercare:0.095 Diagnosis:9ccs137:Mouth dx:0.094 Diagnosis:9ccs59:Anemia | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 182 | OR_unadj: 1.032 [0.714 1.490] | indivs AUC:0.518 Correlated most with: Diagnosis:9ccs59:Anemia:1.000 Number of Visits:0.088 Diagnosis:9ccs10:Immuniz/scrn:0.085 Diagnosis:9ccs255:Social admin:0.076 Diagnosis:9ccs137:Mouth dx:0.075 Diagnosis:9ccs257:Ot aftercare:0.066 Diagnosis:9ccs90:Eye infectn:0.064 Diagnosis:9ccs83:Epilepsy/cnv:0.062 Diagnosis:9ccs7:Viral infect:0.061 Diagnosis:9ccs122:Pneumonia:0.059 Newborn Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 184 | OR_unadj: 1.088 [0.758 1.563] | indivs AUC:0.503 Correlated most with: Newborn Diagnosis:9ccs222:Perint jaund:1.000 Diagnosis:9ccs222:Perint jaund:0.108 Diagnosis:9ccs151:Oth liver dx:0.077 Diagnosis:9ccs135:Intest infct:0.061 Number of Visits:0.059 Diagnosis:9ccs127:COPD:0.056 Diagnosis:9ccs143:Abdom hernia:0.056 Lab:294495 LEAD, BLOOD - LMC:0.055 Diagnosis:9ccs258:Other screen:0.053 Diagnosis:9ccs155:Other GI dx:0.046 Diagnosis:9ccs253:Allergy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 857 | OR_unadj: 1.042 [0.831 1.306] | indivs AUC:0.448 Correlated most with: Diagnosis:9ccs253:Allergy:1.000 Number of Visits:0.299 Diagnosis:9ccs255:Social admin:0.198 Diagnosis:9ccs10:Immuniz/scrn:0.198 Diagnosis:9ccs198:Ot infl skin:0.187 Diagnosis:9ccs155:Other GI dx:0.183 Diagnosis:9ccs7:Viral infect:0.174 Diagnosis:9ccs257:Ot aftercare:0.174 Diagnosis:9ccs133:Oth low resp:0.164 Diagnosis:9ccs90:Eye infectn:0.127 Vital: HC Percentile-latest | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 49 | OR_unadj: 0.784 [0.264 2.329] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:-0.084 Diagnosis:9ccs94:Other ear dx:-0.049 Diagnosis:9ccs138:Esophgeal dx:-0.048 Diagnosis:9ccs113:Late eff CVD:-0.043 Diagnosis:9ccs91:Other eye dx:-0.042 Diagnosis:9ccs213:Cardiac anom:-0.040 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.038 Diagnosis:9ccs198:Ot infl skin:0.038 Diagnosis:9ccs7:Viral infect:0.035 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.033 Diagnosis:9ccs74:Ot mentl cnd | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 204 | OR_unadj: 0.817 [0.565 1.182] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs74:Ot mentl cnd:1.000 Diagnosis:9ccs113:Late eff CVD:0.219 Diagnosis:9ccs94:Other ear dx:0.205 Number of Visits:0.187 Diagnosis:9ccs10:Immuniz/scrn:0.122 Diagnosis:9ccs255:Social admin:0.073 Diagnosis:9ccs58:Ot nutrit dx:0.068 Diagnosis:9ccs135:Intest infct:0.065 MatDeliveryAge:0.062 Diagnosis:9ccs7:Viral infect:0.061 Diagnosis:9ccs127:COPD | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 118 | OR_unadj: 0.999 [0.637 1.568] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs127:COPD:1.000 Number of Visits:0.269 Diagnosis:9ccs128:Asthma:0.160 Diagnosis:9ccs133:Oth low resp:0.155 Diagnosis:9ccs122:Pneumonia:0.127 Diagnosis:9ccs125:Bronchitis:0.120 Diagnosis:9ccs258:Other screen:0.103 Diagnosis:9ccs134:Ot uppr resp:0.099 Diagnosis:9ccs7:Viral infect:0.093 Diagnosis:9ccs257:Ot aftercare:0.093 Diagnosis:9ccs257:Ot aftercare | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 783 | OR_unadj: 0.992 [0.790 1.245] | indivs AUC:0.459 Correlated most with: Diagnosis:9ccs257:Ot aftercare:1.000 Number of Visits:0.371 Diagnosis:9ccs125:Bronchitis:0.288 Diagnosis:9ccs7:Viral infect:0.225 Diagnosis:9ccs10:Immuniz/scrn:0.212 Diagnosis:9ccs255:Social admin:0.197 Diagnosis:9ccs128:Asthma:0.189 Diagnosis:9ccs122:Pneumonia:0.182 Diagnosis:9ccs253:Allergy:0.174 Diagnosis:9ccs135:Intest infct:0.171 Diagnosis:9ccs136:Teeth dx | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 128 | OR_unadj: 1.484 [0.995 2.214] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs136:Teeth dx:1.000 Number of Visits:0.153 Diagnosis:9ccs7:Viral infect:0.113 Diagnosis:9ccs10:Immuniz/scrn:0.105 Diagnosis:9ccs155:Other GI dx:0.094 Diagnosis:9ccs137:Mouth dx:0.085 Diagnosis:9ccs2603:E Codes: Fall:0.083 Diagnosis:9ccs258:Other screen:0.081 Diagnosis:9ccs239:Superfic inj:0.075 Diagnosis:9ccs134:Ot uppr resp:0.066 * Diagnosis:9ccs122:Pneumonia | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 170 | OR_unadj: 1.447 [1.015 2.063] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs122:Pneumonia:1.000 Diagnosis:9ccs128:Asthma:0.304 Number of Visits:0.287 Diagnosis:9ccs125:Bronchitis:0.187 Diagnosis:9ccs257:Ot aftercare:0.182 Diagnosis:9ccs90:Eye infectn:0.129 Diagnosis:9ccs135:Intest infct:0.128 Diagnosis:9ccs127:COPD:0.127 Diagnosis:9ccs7:Viral infect:0.122 Diagnosis:9ccs133:Oth low resp:0.096 * Diagnosis:9ccs138:Esophgeal dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 78 | OR_unadj: 0.507 [0.259 0.995] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:1.000 Diagnosis:9ccs250:Nausea/vomit:0.202 Number of Visits:0.151 Diagnosis:9ccs133:Oth low resp:0.145 Diagnosis:9ccs155:Other GI dx:0.121 Diagnosis:9ccs239:Superfic inj:0.091 Diagnosis:9ccs151:Oth liver dx:0.089 Diagnosis:9ccs253:Allergy:0.088 Diagnosis:9ccs7:Viral infect:0.086 Diagnosis:9ccs166:Oth male gen:0.086 Diagnosis:9ccs151:Oth liver dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 169 | OR_unadj: 0.743 [0.492 1.122] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs151:Oth liver dx:1.000 Diagnosis:9ccs222:Perint jaund:0.181 Diagnosis:9ccs10:Immuniz/scrn:0.101 Diagnosis:9ccs258:Other screen:0.100 Diagnosis:9ccs154:Gastroent:0.092 Diagnosis:9ccs138:Esophgeal dx:0.089 Number of Visits:0.084 Diagnosis:9ccs155:Other GI dx:0.083 Diagnosis:9ccs91:Other eye dx:0.081 Diagnosis:9ccs239:Superfic inj:0.080 Diagnosis:9ccs0:No DX | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 89 | OR_unadj: 1.408 [0.874 2.268] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs0:No DX:1.000 Diagnosis:9ccs10:Immuniz/scrn:0.110 Diagnosis:9ccs135:Intest infct:0.053 Diagnosis:9ccs250:Nausea/vomit:0.053 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.053 Diagnosis:9ccs255:Social admin:0.052 Diagnosis:9ccs58:Ot nutrit dx:0.052 Diagnosis:9ccs133:Oth low resp:-0.048 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.047 Diagnosis:9ccs91:Other eye dx:0.046 Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1428 | OR_unadj: 0.961 [0.720 1.284] | indivs AUC:0.455 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:1.000 Diagnosis:9ccs255:Social admin:0.472 Number of Visits:0.260 Diagnosis:9ccs7:Viral infect:0.243 Diagnosis:9ccs257:Ot aftercare:0.212 Diagnosis:9ccs253:Allergy:0.198 Diagnosis:9ccs125:Bronchitis:0.161 Diagnosis:9ccs90:Eye infectn:0.151 Diagnosis:9ccs155:Other GI dx:0.146 Diagnosis:9ccs135:Intest infct:0.145 Diagnosis:9ccs166:Oth male gen | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 92 | OR_unadj: 1.049 [0.636 1.730] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs166:Oth male gen:1.000 Diagnosis:9ccs257:Ot aftercare:0.087 Diagnosis:9ccs138:Esophgeal dx:0.086 Diagnosis:9ccs133:Oth low resp:0.083 Number of Visits:0.076 Diagnosis:9ccs143:Abdom hernia:0.072 Diagnosis:9ccs253:Allergy:0.066 Diagnosis:9ccs198:Ot infl skin:0.064 Diagnosis:9ccs10:Immuniz/scrn:0.059 Diagnosis:9ccs125:Bronchitis:0.056 * Diagnosis:9ccs213:Cardiac anom | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 56 | OR_unadj: 1.858 [1.056 3.270] | indivs AUC:0.487 Correlated most with: Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs96:Hrt valve dx:0.473 Number of Visits:0.123 Diagnosis:9ccs161:Ot dx kidney:0.101 Diagnosis:9ccs257:Ot aftercare:0.085 Diagnosis:9ccs10:Immuniz/scrn:0.070 Diagnosis:9ccs7:Viral infect:0.062 Diagnosis:9ccs91:Other eye dx:0.057 Diagnosis:9ccs128:Asthma:0.056 Diagnosis:9ccs137:Mouth dx:0.047 Diagnosis:9ccs161:Ot dx kidney | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 41 | OR_unadj: 1.144 [0.556 2.356] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs161:Ot dx kidney:1.000 Number of Visits:0.130 Diagnosis:9ccs83:Epilepsy/cnv:0.118 Diagnosis:9ccs213:Cardiac anom:0.101 Diagnosis:9ccs257:Ot aftercare:0.066 Diagnosis:9ccs135:Intest infct:0.060 Diagnosis:9ccs154:Gastroent:0.059 Diagnosis:9ccs133:Oth low resp:0.058 Diagnosis:9ccs96:Hrt valve dx:0.056 Diagnosis:9ccs151:Oth liver dx:0.052 Diagnosis:9ccs143:Abdom hernia | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 68 | OR_unadj: 1.092 [0.616 1.935] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs143:Abdom hernia:1.000 Diagnosis:9ccs128:Asthma:0.103 Number of Visits:0.095 Diagnosis:9ccs257:Ot aftercare:0.087 Diagnosis:9ccs133:Oth low resp:0.073 Diagnosis:9ccs166:Oth male gen:0.072 Diagnosis:9ccs239:Superfic inj:0.067 Diagnosis:9ccs151:Oth liver dx:0.064 Diagnosis:9ccs253:Allergy:0.063 Diagnosis:9ccs155:Other GI dx:0.060 Diagnosis:9ccs2603:E Codes: Fall | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 36 | OR_unadj: 1.370 [0.655 2.866] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs2603:E Codes: Fall:1.000 Number of Visits:0.100 Diagnosis:9ccs258:Other screen:0.091 Diagnosis:9ccs136:Teeth dx:0.083 Diagnosis:9ccs250:Nausea/vomit:0.076 Diagnosis:9ccs135:Intest infct:0.076 Diagnosis:9ccs91:Other eye dx:0.068 Diagnosis:9ccs138:Esophgeal dx:0.066 Diagnosis:9ccs58:Ot nutrit dx:0.065 Diagnosis:9ccs239:Superfic inj:0.063 Diagnosis:9ccs255:Social admin | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1667 | OR_unadj: 1.120 [0.650 1.932] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs255:Social admin:1.000 Diagnosis:9ccs10:Immuniz/scrn:0.472 Diagnosis:9ccs253:Allergy:0.198 Diagnosis:9ccs257:Ot aftercare:0.197 Diagnosis:9ccs7:Viral infect:0.189 Number of Visits:0.139 Diagnosis:9ccs125:Bronchitis:0.138 Diagnosis:9ccs135:Intest infct:0.136 Diagnosis:9ccs90:Eye infectn:0.131 Diagnosis:9ccs155:Other GI dx:0.117 Diagnosis:9ccs258:Other screen | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 37 | OR_unadj: 0.822 [0.358 1.886] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs258:Other screen:1.000 Diagnosis:9ccs239:Superfic inj:0.184 Diagnosis:9ccs137:Mouth dx:0.165 Number of Visits:0.156 Diagnosis:9ccs155:Other GI dx:0.145 Diagnosis:9ccs250:Nausea/vomit:0.111 Diagnosis:9ccs127:COPD:0.103 Diagnosis:9ccs151:Oth liver dx:0.100 Diagnosis:9ccs91:Other eye dx:0.093 Diagnosis:9ccs2603:E Codes: Fall:0.091 Diagnosis:9ccs247:Lymph enlarg | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 33 | OR_unadj: 0.627 [0.240 1.634] | indivs AUC:0.483 Correlated most with: Diagnosis:9ccs247:Lymph enlarg:1.000 Number of Visits:0.084 Diagnosis:9ccs137:Mouth dx:0.083 Diagnosis:9ccs7:Viral infect:0.067 Diagnosis:9ccs90:Eye infectn:0.064 Diagnosis:9ccs253:Allergy:0.058 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.055 Diagnosis:9ccs128:Asthma:0.055 Diagnosis:9ccs134:Ot uppr resp:0.055 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.045 * Diagnosis:9ccs154:Gastroent | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 35 | OR_unadj: 0.210 [0.050 0.880] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs154:Gastroent:1.000 Diagnosis:9ccs155:Other GI dx:0.191 Diagnosis:9ccs133:Oth low resp:0.166 Number of Visits:0.145 Diagnosis:9ccs253:Allergy:0.121 Diagnosis:9ccs127:COPD:0.092 Diagnosis:9ccs151:Oth liver dx:0.092 Diagnosis:9ccs58:Ot nutrit dx:0.081 Diagnosis:9ccs239:Superfic inj:0.080 Diagnosis:9ccs7:Viral infect:0.074 * Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 22 | OR_unadj: 2.483 [1.053 5.853] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:1.000 Diagnosis:9ccs161:Ot dx kidney:0.118 Number of Visits:0.107 Diagnosis:9ccs96:Hrt valve dx:0.089 Diagnosis:9ccs7:Viral infect:0.072 Diagnosis:9ccs135:Intest infct:0.071 Diagnosis:9ccs58:Ot nutrit dx:0.070 Diagnosis:9ccs134:Ot uppr resp:0.068 Diagnosis:9ccs90:Eye infectn:0.064 Diagnosis:9ccs257:Ot aftercare:0.064 Lab:294495 LEAD, BLOOD - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:294495 LEAD, BLOOD - LMC:1.000 Diagnosis:9ccs136:Teeth dx:0.065 Lab:295669 BILIRUBIN DIRECT - LMC:-0.059 Diagnosis:9ccs96:Hrt valve dx:-0.059 Diagnosis:9ccs94:Other ear dx:-0.058 Diagnosis:9ccs134:Ot uppr resp:0.058 Diagnosis:9ccs113:Late eff CVD:-0.057 Newborn Diagnosis:9ccs222:Perint jaund:0.055 Diagnosis:9ccs128:Asthma:0.053 Diagnosis:9ccs74:Ot mentl cnd:-0.053 Vital : 0.74660525906 Number of Visits : 0.0167244707023 MatDeliveryAge : 0.015808605476 Census : 0.162553718018 Lab : 0.00337504406744 Diagnosis : 0.0534970268797 Newborn Diagnosis : 0.0014358757971 Time to run analysis 0:04:37.056508 Total Time elapsed 8:39:58.497997 ----------------------------------------------------- girls no_min full lasso regression Running batch 1 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 1, alpha = 0.001, R^2 train: 0.981, R^2 test: -3.676 Bootstrap CV 1, alpha = 0.005, R^2 train: 0.848, R^2 test: -0.666 Bootstrap CV 1, alpha = 0.01, R^2 train: 0.729, R^2 test: -0.156 Bootstrap CV 1, alpha = 0.1, R^2 train: 0.314, R^2 test: 0.284 best alpha via bootstrap CV: 0.1 AUC Train: 0.815, Explained Variance Score Train: 0.314 AUC Validation: 0.772, Explained Variance Score Validation: 0.285 AUC Test: 0.812, Explained Variance Score Test: 0.312 Bootstrap CV 6, alpha = 0.001, R^2 train: 0.990, R^2 test: -0.234 Bootstrap CV 6, alpha = 0.005, R^2 train: 0.884, R^2 test: 0.155 Bootstrap CV 6, alpha = 0.01, R^2 train: 0.776, R^2 test: 0.250 Bootstrap CV 6, alpha = 0.1, R^2 train: 0.347, R^2 test: 0.204 best alpha via bootstrap CV: 0.1 AUC Train: 0.792, Explained Variance Score Train: 0.347 AUC Validation: 0.763, Explained Variance Score Validation: 0.218 AUC Test: 0.807, Explained Variance Score Test: 0.262
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 8, alpha = 0.001, R^2 train: 0.993, R^2 test: -0.885 Bootstrap CV 8, alpha = 0.005, R^2 train: 0.920, R^2 test: -0.160 Bootstrap CV 8, alpha = 0.01, R^2 train: 0.826, R^2 test: 0.059 Bootstrap CV 8, alpha = 0.1, R^2 train: 0.412, R^2 test: 0.263 best alpha via bootstrap CV: 0.1 AUC Train: 0.813, Explained Variance Score Train: 0.412 AUC Validation: 0.759, Explained Variance Score Validation: 0.272 AUC Test: 0.825, Explained Variance Score Test: 0.369 Bootstrap CV 9, alpha = 0.001, R^2 train: 0.992, R^2 test: -0.278 Bootstrap CV 9, alpha = 0.005, R^2 train: 0.908, R^2 test: 0.083 Bootstrap CV 9, alpha = 0.01, R^2 train: 0.806, R^2 test: 0.223 Bootstrap CV 9, alpha = 0.1, R^2 train: 0.354, R^2 test: 0.351 best alpha via bootstrap CV: 0.1 AUC Train: 0.810, Explained Variance Score Train: 0.354 AUC Validation: 0.838, Explained Variance Score Validation: 0.351 AUC Test: 0.807, Explained Variance Score Test: 0.304
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 4, alpha = 0.001, R^2 train: 0.994, R^2 test: -0.706 Bootstrap CV 4, alpha = 0.005, R^2 train: 0.930, R^2 test: -0.250 Bootstrap CV 4, alpha = 0.01, R^2 train: 0.841, R^2 test: -0.034 Bootstrap CV 4, alpha = 0.1, R^2 train: 0.503, R^2 test: 0.345 best alpha via bootstrap CV: 0.1 AUC Train: 0.849, Explained Variance Score Train: 0.503 AUC Validation: 0.807, Explained Variance Score Validation: 0.352 AUC Test: 0.821, Explained Variance Score Test: 0.356
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 10, alpha = 0.001, R^2 train: 0.995, R^2 test: -1.335 Bootstrap CV 10, alpha = 0.005, R^2 train: 0.935, R^2 test: -0.560 Bootstrap CV 10, alpha = 0.01, R^2 train: 0.850, R^2 test: -0.228 Bootstrap CV 10, alpha = 0.1, R^2 train: 0.459, R^2 test: 0.149 best alpha via bootstrap CV: 0.1 AUC Train: 0.829, Explained Variance Score Train: 0.459 AUC Validation: 0.727, Explained Variance Score Validation: 0.152 AUC Test: 0.828, Explained Variance Score Test: 0.385 Bootstrap CV 2, alpha = 0.001, R^2 train: 0.982, R^2 test: -1.328 Bootstrap CV 2, alpha = 0.005, R^2 train: 0.844, R^2 test: -0.234 Bootstrap CV 2, alpha = 0.01, R^2 train: 0.732, R^2 test: -0.018 Bootstrap CV 2, alpha = 0.1, R^2 train: 0.347, R^2 test: 0.165 best alpha via bootstrap CV: 0.1 AUC Train: 0.771, Explained Variance Score Train: 0.347 AUC Validation: 0.805, Explained Variance Score Validation: 0.181 AUC Test: 0.810, Explained Variance Score Test: 0.333
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 15, alpha = 0.001, R^2 train: 0.990, R^2 test: -0.713 Bootstrap CV 15, alpha = 0.005, R^2 train: 0.891, R^2 test: 0.078 Bootstrap CV 15, alpha = 0.01, R^2 train: 0.772, R^2 test: 0.304 Bootstrap CV 15, alpha = 0.1, R^2 train: 0.379, R^2 test: 0.397 best alpha via bootstrap CV: 0.1 AUC Train: 0.812, Explained Variance Score Train: 0.379 AUC Validation: 0.889, Explained Variance Score Validation: 0.419 AUC Test: 0.821, Explained Variance Score Test: 0.301 Bootstrap CV 7, alpha = 0.001, R^2 train: 0.990, R^2 test: -1.548 Bootstrap CV 7, alpha = 0.005, R^2 train: 0.899, R^2 test: -0.667 Bootstrap CV 7, alpha = 0.01, R^2 train: 0.783, R^2 test: -0.265 Bootstrap CV 7, alpha = 0.1, R^2 train: 0.390, R^2 test: 0.149 best alpha via bootstrap CV: 0.1 AUC Train: 0.825, Explained Variance Score Train: 0.390 AUC Validation: 0.698, Explained Variance Score Validation: 0.150 AUC Test: 0.807, Explained Variance Score Test: 0.336 Bootstrap CV 5, alpha = 0.001, R^2 train: 0.993, R^2 test: -0.722 Bootstrap CV 5, alpha = 0.005, R^2 train: 0.913, R^2 test: -0.089 Bootstrap CV 5, alpha = 0.01, R^2 train: 0.821, R^2 test: 0.106 Bootstrap CV 5, alpha = 0.1, R^2 train: 0.442, R^2 test: 0.270 best alpha via bootstrap CV: 0.1 AUC Train: 0.840, Explained Variance Score Train: 0.442 AUC Validation: 0.740, Explained Variance Score Validation: 0.270 AUC Test: 0.815, Explained Variance Score Test: 0.338 Bootstrap CV 0, alpha = 0.001, R^2 train: 0.991, R^2 test: -0.840 Bootstrap CV 0, alpha = 0.005, R^2 train: 0.894, R^2 test: 0.009 Bootstrap CV 0, alpha = 0.01, R^2 train: 0.763, R^2 test: 0.164 Bootstrap CV 0, alpha = 0.1, R^2 train: 0.271, R^2 test: 0.392 best alpha via bootstrap CV: 0.1 AUC Train: 0.791, Explained Variance Score Train: 0.271 AUC Validation: 0.871, Explained Variance Score Validation: 0.392 AUC Test: 0.809, Explained Variance Score Test: 0.299 Bootstrap CV 11, alpha = 0.001, R^2 train: 0.984, R^2 test: -0.628 Bootstrap CV 11, alpha = 0.005, R^2 train: 0.876, R^2 test: -0.210 Bootstrap CV 11, alpha = 0.01, R^2 train: 0.752, R^2 test: 0.010 Bootstrap CV 11, alpha = 0.1, R^2 train: 0.406, R^2 test: 0.228 best alpha via bootstrap CV: 0.1 AUC Train: 0.846, Explained Variance Score Train: 0.406 AUC Validation: 0.707, Explained Variance Score Validation: 0.230 AUC Test: 0.821, Explained Variance Score Test: 0.336 Bootstrap CV 14, alpha = 0.001, R^2 train: 0.994, R^2 test: -2.454 Bootstrap CV 14, alpha = 0.005, R^2 train: 0.927, R^2 test: -1.058 Bootstrap CV 14, alpha = 0.01, R^2 train: 0.847, R^2 test: -0.546 Bootstrap CV 14, alpha = 0.1, R^2 train: 0.411, R^2 test: 0.085 best alpha via bootstrap CV: 0.1 AUC Train: 0.806, Explained Variance Score Train: 0.411 AUC Validation: 0.668, Explained Variance Score Validation: 0.091 AUC Test: 0.803, Explained Variance Score Test: 0.359 Bootstrap CV 12, alpha = 0.001, R^2 train: 0.994, R^2 test: -0.758 Bootstrap CV 12, alpha = 0.005, R^2 train: 0.923, R^2 test: -0.395 Bootstrap CV 12, alpha = 0.01, R^2 train: 0.810, R^2 test: -0.125 Bootstrap CV 12, alpha = 0.1, R^2 train: 0.367, R^2 test: 0.265 best alpha via bootstrap CV: 0.1 AUC Train: 0.845, Explained Variance Score Train: 0.367 AUC Validation: 0.748, Explained Variance Score Validation: 0.275 AUC Test: 0.795, Explained Variance Score Test: 0.321 Bootstrap CV 3, alpha = 0.001, R^2 train: 0.985, R^2 test: -0.534 Bootstrap CV 3, alpha = 0.005, R^2 train: 0.905, R^2 test: 0.016 Bootstrap CV 3, alpha = 0.01, R^2 train: 0.821, R^2 test: 0.225 Bootstrap CV 3, alpha = 0.1, R^2 train: 0.430, R^2 test: 0.273 best alpha via bootstrap CV: 0.1 AUC Train: 0.857, Explained Variance Score Train: 0.430 AUC Validation: 0.751, Explained Variance Score Validation: 0.280 AUC Test: 0.804, Explained Variance Score Test: 0.310 Bootstrap CV 13, alpha = 0.001, R^2 train: 0.992, R^2 test: -0.153 Bootstrap CV 13, alpha = 0.005, R^2 train: 0.913, R^2 test: 0.134 Bootstrap CV 13, alpha = 0.01, R^2 train: 0.814, R^2 test: 0.217 Bootstrap CV 13, alpha = 0.1, R^2 train: 0.364, R^2 test: 0.272 best alpha via bootstrap CV: 0.1 AUC Train: 0.778, Explained Variance Score Train: 0.364 AUC Validation: 0.784, Explained Variance Score Validation: 0.273 AUC Test: 0.824, Explained Variance Score Test: 0.337 Running batch 2 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 23, alpha = 0.001, R^2 train: 0.994, R^2 test: -1.604 Bootstrap CV 23, alpha = 0.005, R^2 train: 0.932, R^2 test: -0.719 Bootstrap CV 23, alpha = 0.01, R^2 train: 0.846, R^2 test: -0.386 Bootstrap CV 23, alpha = 0.1, R^2 train: 0.429, R^2 test: 0.119 best alpha via bootstrap CV: 0.1 AUC Train: 0.808, Explained Variance Score Train: 0.429 AUC Validation: 0.734, Explained Variance Score Validation: 0.168 AUC Test: 0.797, Explained Variance Score Test: 0.340
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 27, alpha = 0.001, R^2 train: 0.992, R^2 test: -1.982 Bootstrap CV 27, alpha = 0.005, R^2 train: 0.892, R^2 test: -0.620 Bootstrap CV 27, alpha = 0.01, R^2 train: 0.768, R^2 test: -0.163 Bootstrap CV 27, alpha = 0.1, R^2 train: 0.276, R^2 test: 0.204 best alpha via bootstrap CV: 0.1 AUC Train: 0.790, Explained Variance Score Train: 0.276 AUC Validation: 0.892, Explained Variance Score Validation: 0.306 AUC Test: 0.794, Explained Variance Score Test: 0.284 Bootstrap CV 21, alpha = 0.001, R^2 train: 0.986, R^2 test: -0.566 Bootstrap CV 21, alpha = 0.005, R^2 train: 0.860, R^2 test: 0.111 Bootstrap CV 21, alpha = 0.01, R^2 train: 0.722, R^2 test: 0.275 Bootstrap CV 21, alpha = 0.1, R^2 train: 0.243, R^2 test: 0.249 best alpha via bootstrap CV: 0.1 AUC Train: 0.702, Explained Variance Score Train: 0.243 AUC Validation: 0.781, Explained Variance Score Validation: 0.249 AUC Test: 0.811, Explained Variance Score Test: 0.258
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 31, alpha = 0.001, R^2 train: 0.990, R^2 test: -1.223 Bootstrap CV 31, alpha = 0.005, R^2 train: 0.900, R^2 test: -0.453 Bootstrap CV 31, alpha = 0.01, R^2 train: 0.784, R^2 test: -0.214 Bootstrap CV 31, alpha = 0.1, R^2 train: 0.235, R^2 test: 0.252 best alpha via bootstrap CV: 0.1 AUC Train: 0.668, Explained Variance Score Train: 0.235 AUC Validation: 0.708, Explained Variance Score Validation: 0.252 AUC Test: 0.813, Explained Variance Score Test: 0.276 Bootstrap CV 22, alpha = 0.001, R^2 train: 0.994, R^2 test: -1.146 Bootstrap CV 22, alpha = 0.005, R^2 train: 0.926, R^2 test: -0.320 Bootstrap CV 22, alpha = 0.01, R^2 train: 0.825, R^2 test: -0.034 Bootstrap CV 22, alpha = 0.1, R^2 train: 0.330, R^2 test: 0.395 best alpha via bootstrap CV: 0.1 AUC Train: 0.869, Explained Variance Score Train: 0.330 AUC Validation: 0.839, Explained Variance Score Validation: 0.402 AUC Test: 0.801, Explained Variance Score Test: 0.319 Bootstrap CV 28, alpha = 0.001, R^2 train: 0.991, R^2 test: -0.878 Bootstrap CV 28, alpha = 0.005, R^2 train: 0.894, R^2 test: -0.374 Bootstrap CV 28, alpha = 0.01, R^2 train: 0.764, R^2 test: -0.088 Bootstrap CV 28, alpha = 0.1, R^2 train: 0.319, R^2 test: 0.221 best alpha via bootstrap CV: 0.1 AUC Train: 0.772, Explained Variance Score Train: 0.319 AUC Validation: 0.710, Explained Variance Score Validation: 0.250 AUC Test: 0.761, Explained Variance Score Test: 0.252 Bootstrap CV 20, alpha = 0.001, R^2 train: 0.990, R^2 test: -1.199 Bootstrap CV 20, alpha = 0.005, R^2 train: 0.892, R^2 test: -0.376 Bootstrap CV 20, alpha = 0.01, R^2 train: 0.773, R^2 test: -0.026 Bootstrap CV 20, alpha = 0.1, R^2 train: 0.303, R^2 test: 0.230 best alpha via bootstrap CV: 0.1 AUC Train: 0.795, Explained Variance Score Train: 0.303 AUC Validation: 0.775, Explained Variance Score Validation: 0.240 AUC Test: 0.821, Explained Variance Score Test: 0.306 Bootstrap CV 29, alpha = 0.001, R^2 train: 0.980, R^2 test: -2.668 Bootstrap CV 29, alpha = 0.005, R^2 train: 0.841, R^2 test: -1.078 Bootstrap CV 29, alpha = 0.01, R^2 train: 0.734, R^2 test: -0.624 Bootstrap CV 29, alpha = 0.1, R^2 train: 0.384, R^2 test: -0.060 best alpha via bootstrap CV: 0.1 AUC Train: 0.818, Explained Variance Score Train: 0.384 AUC Validation: 0.756, Explained Variance Score Validation: 0.014 AUC Test: 0.819, Explained Variance Score Test: 0.337 Bootstrap CV 17, alpha = 0.001, R^2 train: 0.986, R^2 test: -1.187 Bootstrap CV 17, alpha = 0.005, R^2 train: 0.891, R^2 test: -0.291 Bootstrap CV 17, alpha = 0.01, R^2 train: 0.766, R^2 test: -0.001 Bootstrap CV 17, alpha = 0.1, R^2 train: 0.213, R^2 test: 0.283 best alpha via bootstrap CV: 0.1 AUC Train: 0.784, Explained Variance Score Train: 0.213 AUC Validation: 0.689, Explained Variance Score Validation: 0.284 AUC Test: 0.809, Explained Variance Score Test: 0.272 Bootstrap CV 24, alpha = 0.001, R^2 train: 0.990, R^2 test: -1.517 Bootstrap CV 24, alpha = 0.005, R^2 train: 0.893, R^2 test: -0.624 Bootstrap CV 24, alpha = 0.01, R^2 train: 0.767, R^2 test: -0.254 Bootstrap CV 24, alpha = 0.1, R^2 train: 0.307, R^2 test: 0.166 best alpha via bootstrap CV: 0.1 AUC Train: 0.770, Explained Variance Score Train: 0.307 AUC Validation: 0.685, Explained Variance Score Validation: 0.169 AUC Test: 0.803, Explained Variance Score Test: 0.279 Bootstrap CV 19, alpha = 0.001, R^2 train: 0.976, R^2 test: -0.428 Bootstrap CV 19, alpha = 0.005, R^2 train: 0.840, R^2 test: 0.021 Bootstrap CV 19, alpha = 0.01, R^2 train: 0.723, R^2 test: 0.134 Bootstrap CV 19, alpha = 0.1, R^2 train: 0.299, R^2 test: 0.311 best alpha via bootstrap CV: 0.1 AUC Train: 0.774, Explained Variance Score Train: 0.299 AUC Validation: 0.793, Explained Variance Score Validation: 0.311 AUC Test: 0.813, Explained Variance Score Test: 0.280 Bootstrap CV 16, alpha = 0.001, R^2 train: 0.986, R^2 test: -1.352 Bootstrap CV 16, alpha = 0.005, R^2 train: 0.865, R^2 test: -0.290 Bootstrap CV 16, alpha = 0.01, R^2 train: 0.748, R^2 test: 0.047 Bootstrap CV 16, alpha = 0.1, R^2 train: 0.318, R^2 test: 0.285 best alpha via bootstrap CV: 0.01 AUC Train: 0.945, Explained Variance Score Train: 0.748 AUC Validation: 0.759, Explained Variance Score Validation: 0.050 AUC Test: 0.799, Explained Variance Score Test: 0.288 Bootstrap CV 18, alpha = 0.001, R^2 train: 0.987, R^2 test: -0.402 Bootstrap CV 18, alpha = 0.005, R^2 train: 0.907, R^2 test: 0.104 Bootstrap CV 18, alpha = 0.01, R^2 train: 0.802, R^2 test: 0.244 Bootstrap CV 18, alpha = 0.1, R^2 train: 0.272, R^2 test: 0.242 best alpha via bootstrap CV: 0.1 AUC Train: 0.845, Explained Variance Score Train: 0.272 AUC Validation: 0.782, Explained Variance Score Validation: 0.266 AUC Test: 0.780, Explained Variance Score Test: 0.236 Bootstrap CV 26, alpha = 0.001, R^2 train: 0.988, R^2 test: -0.664 Bootstrap CV 26, alpha = 0.005, R^2 train: 0.889, R^2 test: 0.064 Bootstrap CV 26, alpha = 0.01, R^2 train: 0.786, R^2 test: 0.241 Bootstrap CV 26, alpha = 0.1, R^2 train: 0.317, R^2 test: 0.413 best alpha via bootstrap CV: 0.1 AUC Train: 0.763, Explained Variance Score Train: 0.317 AUC Validation: 0.876, Explained Variance Score Validation: 0.413 AUC Test: 0.800, Explained Variance Score Test: 0.307 Bootstrap CV 25, alpha = 0.001, R^2 train: 0.986, R^2 test: -0.403 Bootstrap CV 25, alpha = 0.005, R^2 train: 0.866, R^2 test: -0.050 Bootstrap CV 25, alpha = 0.01, R^2 train: 0.748, R^2 test: 0.106 Bootstrap CV 25, alpha = 0.1, R^2 train: 0.315, R^2 test: 0.229 best alpha via bootstrap CV: 0.1 AUC Train: 0.776, Explained Variance Score Train: 0.315 AUC Validation: 0.830, Explained Variance Score Validation: 0.237 AUC Test: 0.803, Explained Variance Score Test: 0.296 Bootstrap CV 30, alpha = 0.001, R^2 train: 0.993, R^2 test: -1.270 Bootstrap CV 30, alpha = 0.005, R^2 train: 0.918, R^2 test: -0.651 Bootstrap CV 30, alpha = 0.01, R^2 train: 0.813, R^2 test: -0.255 Bootstrap CV 30, alpha = 0.1, R^2 train: 0.307, R^2 test: 0.253 best alpha via bootstrap CV: 0.1 AUC Train: 0.779, Explained Variance Score Train: 0.307 AUC Validation: 0.693, Explained Variance Score Validation: 0.254 AUC Test: 0.810, Explained Variance Score Test: 0.322 Running batch 3 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 33, alpha = 0.001, R^2 train: 0.985, R^2 test: -1.441 Bootstrap CV 33, alpha = 0.005, R^2 train: 0.875, R^2 test: -0.511 Bootstrap CV 33, alpha = 0.01, R^2 train: 0.768, R^2 test: -0.243 Bootstrap CV 33, alpha = 0.1, R^2 train: 0.329, R^2 test: 0.199 best alpha via bootstrap CV: 0.1 AUC Train: 0.779, Explained Variance Score Train: 0.329 AUC Validation: 0.809, Explained Variance Score Validation: 0.201 AUC Test: 0.807, Explained Variance Score Test: 0.305
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 37, alpha = 0.001, R^2 train: 0.992, R^2 test: -0.081 Bootstrap CV 37, alpha = 0.005, R^2 train: 0.917, R^2 test: 0.245 Bootstrap CV 37, alpha = 0.01, R^2 train: 0.824, R^2 test: 0.289 Bootstrap CV 37, alpha = 0.1, R^2 train: 0.477, R^2 test: 0.404 best alpha via bootstrap CV: 0.1 AUC Train: 0.840, Explained Variance Score Train: 0.477 AUC Validation: 0.889, Explained Variance Score Validation: 0.408 AUC Test: 0.833, Explained Variance Score Test: 0.342
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 41, alpha = 0.001, R^2 train: 0.993, R^2 test: -0.494 Bootstrap CV 41, alpha = 0.005, R^2 train: 0.919, R^2 test: -0.113 Bootstrap CV 41, alpha = 0.01, R^2 train: 0.826, R^2 test: 0.091 Bootstrap CV 41, alpha = 0.1, R^2 train: 0.411, R^2 test: 0.247 best alpha via bootstrap CV: 0.1 AUC Train: 0.831, Explained Variance Score Train: 0.411 AUC Validation: 0.756, Explained Variance Score Validation: 0.252 AUC Test: 0.820, Explained Variance Score Test: 0.343 Bootstrap CV 32, alpha = 0.001, R^2 train: 0.993, R^2 test: -1.442 Bootstrap CV 32, alpha = 0.005, R^2 train: 0.933, R^2 test: -0.424 Bootstrap CV 32, alpha = 0.01, R^2 train: 0.867, R^2 test: -0.196 Bootstrap CV 32, alpha = 0.1, R^2 train: 0.531, R^2 test: 0.280 best alpha via bootstrap CV: 0.1 AUC Train: 0.850, Explained Variance Score Train: 0.531 AUC Validation: 0.778, Explained Variance Score Validation: 0.294 AUC Test: 0.810, Explained Variance Score Test: 0.363 Bootstrap CV 40, alpha = 0.001, R^2 train: 0.982, R^2 test: -0.237 Bootstrap CV 40, alpha = 0.005, R^2 train: 0.848, R^2 test: 0.304 Bootstrap CV 40, alpha = 0.01, R^2 train: 0.748, R^2 test: 0.401 Bootstrap CV 40, alpha = 0.1, R^2 train: 0.325, R^2 test: 0.375 best alpha via bootstrap CV: 0.1 AUC Train: 0.806, Explained Variance Score Train: 0.325 AUC Validation: 0.909, Explained Variance Score Validation: 0.379 AUC Test: 0.809, Explained Variance Score Test: 0.321
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 43, alpha = 0.001, R^2 train: 0.987, R^2 test: -0.901 Bootstrap CV 43, alpha = 0.005, R^2 train: 0.904, R^2 test: -0.262 Bootstrap CV 43, alpha = 0.01, R^2 train: 0.812, R^2 test: -0.061 Bootstrap CV 43, alpha = 0.1, R^2 train: 0.336, R^2 test: 0.270 best alpha via bootstrap CV: 0.1 AUC Train: 0.806, Explained Variance Score Train: 0.336 AUC Validation: 0.772, Explained Variance Score Validation: 0.270 AUC Test: 0.793, Explained Variance Score Test: 0.283
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 38, alpha = 0.001, R^2 train: 0.991, R^2 test: -0.430 Bootstrap CV 38, alpha = 0.005, R^2 train: 0.894, R^2 test: -0.072 Bootstrap CV 38, alpha = 0.01, R^2 train: 0.789, R^2 test: 0.055 Bootstrap CV 38, alpha = 0.1, R^2 train: 0.358, R^2 test: 0.256 best alpha via bootstrap CV: 0.1 AUC Train: 0.795, Explained Variance Score Train: 0.358 AUC Validation: 0.735, Explained Variance Score Validation: 0.273 AUC Test: 0.790, Explained Variance Score Test: 0.275 Bootstrap CV 36, alpha = 0.001, R^2 train: 0.985, R^2 test: -0.295 Bootstrap CV 36, alpha = 0.005, R^2 train: 0.880, R^2 test: 0.169 Bootstrap CV 36, alpha = 0.01, R^2 train: 0.790, R^2 test: 0.211 Bootstrap CV 36, alpha = 0.1, R^2 train: 0.403, R^2 test: 0.259 best alpha via bootstrap CV: 0.1 AUC Train: 0.827, Explained Variance Score Train: 0.403 AUC Validation: 0.787, Explained Variance Score Validation: 0.267 AUC Test: 0.805, Explained Variance Score Test: 0.298
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 34, alpha = 0.001, R^2 train: 0.988, R^2 test: -0.807 Bootstrap CV 34, alpha = 0.005, R^2 train: 0.866, R^2 test: 0.061 Bootstrap CV 34, alpha = 0.01, R^2 train: 0.726, R^2 test: 0.308 Bootstrap CV 34, alpha = 0.1, R^2 train: 0.346, R^2 test: 0.268 best alpha via bootstrap CV: 0.1 AUC Train: 0.767, Explained Variance Score Train: 0.346 AUC Validation: 0.853, Explained Variance Score Validation: 0.269 AUC Test: 0.803, Explained Variance Score Test: 0.279 Bootstrap CV 44, alpha = 0.001, R^2 train: 0.989, R^2 test: -0.930 Bootstrap CV 44, alpha = 0.005, R^2 train: 0.890, R^2 test: -0.329 Bootstrap CV 44, alpha = 0.01, R^2 train: 0.760, R^2 test: -0.055 Bootstrap CV 44, alpha = 0.1, R^2 train: 0.318, R^2 test: 0.191 best alpha via bootstrap CV: 0.1 AUC Train: 0.801, Explained Variance Score Train: 0.318 AUC Validation: 0.657, Explained Variance Score Validation: 0.193 AUC Test: 0.839, Explained Variance Score Test: 0.311 Bootstrap CV 47, alpha = 0.001, R^2 train: 0.989, R^2 test: -0.610 Bootstrap CV 47, alpha = 0.005, R^2 train: 0.891, R^2 test: -0.055 Bootstrap CV 47, alpha = 0.01, R^2 train: 0.776, R^2 test: 0.167 Bootstrap CV 47, alpha = 0.1, R^2 train: 0.314, R^2 test: 0.327 best alpha via bootstrap CV: 0.1 AUC Train: 0.769, Explained Variance Score Train: 0.314 AUC Validation: 0.771, Explained Variance Score Validation: 0.333 AUC Test: 0.806, Explained Variance Score Test: 0.335 Bootstrap CV 45, alpha = 0.001, R^2 train: 0.974, R^2 test: -0.973 Bootstrap CV 45, alpha = 0.005, R^2 train: 0.863, R^2 test: -0.520 Bootstrap CV 45, alpha = 0.01, R^2 train: 0.756, R^2 test: -0.195 Bootstrap CV 45, alpha = 0.1, R^2 train: 0.361, R^2 test: 0.164 best alpha via bootstrap CV: 0.1 AUC Train: 0.809, Explained Variance Score Train: 0.361 AUC Validation: 0.719, Explained Variance Score Validation: 0.174 AUC Test: 0.806, Explained Variance Score Test: 0.302 Bootstrap CV 39, alpha = 0.001, R^2 train: 0.991, R^2 test: -0.744 Bootstrap CV 39, alpha = 0.005, R^2 train: 0.887, R^2 test: 0.046 Bootstrap CV 39, alpha = 0.01, R^2 train: 0.751, R^2 test: 0.208 Bootstrap CV 39, alpha = 0.1, R^2 train: 0.230, R^2 test: 0.335 best alpha via bootstrap CV: 0.1 AUC Train: 0.657, Explained Variance Score Train: 0.230 AUC Validation: 0.887, Explained Variance Score Validation: 0.336 AUC Test: 0.771, Explained Variance Score Test: 0.222 Bootstrap CV 42, alpha = 0.001, R^2 train: 0.989, R^2 test: -0.717 Bootstrap CV 42, alpha = 0.005, R^2 train: 0.893, R^2 test: -0.199 Bootstrap CV 42, alpha = 0.01, R^2 train: 0.748, R^2 test: 0.147 Bootstrap CV 42, alpha = 0.1, R^2 train: 0.277, R^2 test: 0.376 best alpha via bootstrap CV: 0.1 AUC Train: 0.717, Explained Variance Score Train: 0.277 AUC Validation: 0.850, Explained Variance Score Validation: 0.377 AUC Test: 0.812, Explained Variance Score Test: 0.301 Bootstrap CV 35, alpha = 0.001, R^2 train: 0.986, R^2 test: -0.431 Bootstrap CV 35, alpha = 0.005, R^2 train: 0.863, R^2 test: -0.015 Bootstrap CV 35, alpha = 0.01, R^2 train: 0.750, R^2 test: 0.072 Bootstrap CV 35, alpha = 0.1, R^2 train: 0.208, R^2 test: 0.165 best alpha via bootstrap CV: 0.1 AUC Train: 0.711, Explained Variance Score Train: 0.208 AUC Validation: 0.664, Explained Variance Score Validation: 0.187 AUC Test: 0.804, Explained Variance Score Test: 0.243 Bootstrap CV 46, alpha = 0.001, R^2 train: 0.989, R^2 test: -0.474 Bootstrap CV 46, alpha = 0.005, R^2 train: 0.903, R^2 test: 0.035 Bootstrap CV 46, alpha = 0.01, R^2 train: 0.795, R^2 test: 0.222 Bootstrap CV 46, alpha = 0.1, R^2 train: 0.306, R^2 test: 0.265 best alpha via bootstrap CV: 0.1 AUC Train: 0.773, Explained Variance Score Train: 0.306 AUC Validation: 0.796, Explained Variance Score Validation: 0.282 AUC Test: 0.787, Explained Variance Score Test: 0.279 Running batch 4 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 48, alpha = 0.001, R^2 train: 0.993, R^2 test: -0.706 Bootstrap CV 48, alpha = 0.005, R^2 train: 0.925, R^2 test: -0.135 Bootstrap CV 48, alpha = 0.01, R^2 train: 0.843, R^2 test: 0.031 Bootstrap CV 48, alpha = 0.1, R^2 train: 0.452, R^2 test: 0.284 best alpha via bootstrap CV: 0.1 AUC Train: 0.813, Explained Variance Score Train: 0.452 AUC Validation: 0.794, Explained Variance Score Validation: 0.298 AUC Test: 0.800, Explained Variance Score Test: 0.363
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 51, alpha = 0.001, R^2 train: 0.988, R^2 test: -0.628 Bootstrap CV 51, alpha = 0.005, R^2 train: 0.885, R^2 test: -0.050 Bootstrap CV 51, alpha = 0.01, R^2 train: 0.779, R^2 test: 0.139 Bootstrap CV 51, alpha = 0.1, R^2 train: 0.353, R^2 test: 0.321 best alpha via bootstrap CV: 0.1 AUC Train: 0.834, Explained Variance Score Train: 0.353 AUC Validation: 0.847, Explained Variance Score Validation: 0.321 AUC Test: 0.819, Explained Variance Score Test: 0.315
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 49, alpha = 0.001, R^2 train: 0.989, R^2 test: -0.542 Bootstrap CV 49, alpha = 0.005, R^2 train: 0.885, R^2 test: -0.211 Bootstrap CV 49, alpha = 0.01, R^2 train: 0.751, R^2 test: 0.084 Bootstrap CV 49, alpha = 0.1, R^2 train: 0.288, R^2 test: 0.261 best alpha via bootstrap CV: 0.1 AUC Train: 0.790, Explained Variance Score Train: 0.288 AUC Validation: 0.763, Explained Variance Score Validation: 0.262 AUC Test: 0.807, Explained Variance Score Test: 0.256
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 60, alpha = 0.001, R^2 train: 0.982, R^2 test: -0.451 Bootstrap CV 60, alpha = 0.005, R^2 train: 0.888, R^2 test: -0.072 Bootstrap CV 60, alpha = 0.01, R^2 train: 0.780, R^2 test: 0.007 Bootstrap CV 60, alpha = 0.1, R^2 train: 0.313, R^2 test: 0.268 best alpha via bootstrap CV: 0.1 AUC Train: 0.795, Explained Variance Score Train: 0.313 AUC Validation: 0.806, Explained Variance Score Validation: 0.270 AUC Test: 0.803, Explained Variance Score Test: 0.313
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 53, alpha = 0.001, R^2 train: 0.992, R^2 test: -1.462 Bootstrap CV 53, alpha = 0.005, R^2 train: 0.921, R^2 test: -0.442 Bootstrap CV 53, alpha = 0.01, R^2 train: 0.836, R^2 test: -0.132 Bootstrap CV 53, alpha = 0.1, R^2 train: 0.445, R^2 test: 0.148 best alpha via bootstrap CV: 0.1 AUC Train: 0.843, Explained Variance Score Train: 0.445 AUC Validation: 0.789, Explained Variance Score Validation: 0.180 AUC Test: 0.834, Explained Variance Score Test: 0.386 Bootstrap CV 55, alpha = 0.001, R^2 train: 0.987, R^2 test: 0.050 Bootstrap CV 55, alpha = 0.005, R^2 train: 0.877, R^2 test: 0.315 Bootstrap CV 55, alpha = 0.01, R^2 train: 0.773, R^2 test: 0.360 Bootstrap CV 55, alpha = 0.1, R^2 train: 0.417, R^2 test: 0.366 best alpha via bootstrap CV: 0.1 AUC Train: 0.859, Explained Variance Score Train: 0.417 AUC Validation: 0.758, Explained Variance Score Validation: 0.366 AUC Test: 0.809, Explained Variance Score Test: 0.326 Bootstrap CV 61, alpha = 0.001, R^2 train: 0.990, R^2 test: -2.777 Bootstrap CV 61, alpha = 0.005, R^2 train: 0.903, R^2 test: -0.834 Bootstrap CV 61, alpha = 0.01, R^2 train: 0.813, R^2 test: -0.156 Bootstrap CV 61, alpha = 0.1, R^2 train: 0.443, R^2 test: 0.207 best alpha via bootstrap CV: 0.1 AUC Train: 0.886, Explained Variance Score Train: 0.443 AUC Validation: 0.782, Explained Variance Score Validation: 0.224 AUC Test: 0.806, Explained Variance Score Test: 0.378
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 54, alpha = 0.001, R^2 train: 0.994, R^2 test: -1.957 Bootstrap CV 54, alpha = 0.005, R^2 train: 0.923, R^2 test: -0.874 Bootstrap CV 54, alpha = 0.01, R^2 train: 0.829, R^2 test: -0.376 Bootstrap CV 54, alpha = 0.1, R^2 train: 0.348, R^2 test: 0.221 best alpha via bootstrap CV: 0.1 AUC Train: 0.787, Explained Variance Score Train: 0.348 AUC Validation: 0.787, Explained Variance Score Validation: 0.231 AUC Test: 0.786, Explained Variance Score Test: 0.290 Bootstrap CV 52, alpha = 0.001, R^2 train: 0.986, R^2 test: -1.171 Bootstrap CV 52, alpha = 0.005, R^2 train: 0.871, R^2 test: -0.047 Bootstrap CV 52, alpha = 0.01, R^2 train: 0.751, R^2 test: 0.248 Bootstrap CV 52, alpha = 0.1, R^2 train: 0.414, R^2 test: 0.310 best alpha via bootstrap CV: 0.1 AUC Train: 0.849, Explained Variance Score Train: 0.414 AUC Validation: 0.836, Explained Variance Score Validation: 0.320 AUC Test: 0.815, Explained Variance Score Test: 0.334 Bootstrap CV 50, alpha = 0.001, R^2 train: 0.994, R^2 test: -0.873 Bootstrap CV 50, alpha = 0.005, R^2 train: 0.929, R^2 test: -0.323 Bootstrap CV 50, alpha = 0.01, R^2 train: 0.851, R^2 test: -0.044 Bootstrap CV 50, alpha = 0.1, R^2 train: 0.404, R^2 test: 0.301 best alpha via bootstrap CV: 0.1 AUC Train: 0.864, Explained Variance Score Train: 0.404 AUC Validation: 0.734, Explained Variance Score Validation: 0.302 AUC Test: 0.827, Explained Variance Score Test: 0.359 Bootstrap CV 63, alpha = 0.001, R^2 train: 0.985, R^2 test: -1.230 Bootstrap CV 63, alpha = 0.005, R^2 train: 0.891, R^2 test: -0.307 Bootstrap CV 63, alpha = 0.01, R^2 train: 0.779, R^2 test: 0.044 Bootstrap CV 63, alpha = 0.1, R^2 train: 0.275, R^2 test: 0.261 best alpha via bootstrap CV: 0.1 AUC Train: 0.747, Explained Variance Score Train: 0.275 AUC Validation: 0.824, Explained Variance Score Validation: 0.261 AUC Test: 0.797, Explained Variance Score Test: 0.273 Bootstrap CV 59, alpha = 0.001, R^2 train: 0.982, R^2 test: -2.391 Bootstrap CV 59, alpha = 0.005, R^2 train: 0.873, R^2 test: -0.386 Bootstrap CV 59, alpha = 0.01, R^2 train: 0.782, R^2 test: 0.004 Bootstrap CV 59, alpha = 0.1, R^2 train: 0.327, R^2 test: 0.237 best alpha via bootstrap CV: 0.1 AUC Train: 0.780, Explained Variance Score Train: 0.327 AUC Validation: 0.729, Explained Variance Score Validation: 0.254 AUC Test: 0.810, Explained Variance Score Test: 0.299 Bootstrap CV 56, alpha = 0.001, R^2 train: 0.974, R^2 test: -0.956 Bootstrap CV 56, alpha = 0.005, R^2 train: 0.837, R^2 test: -0.220 Bootstrap CV 56, alpha = 0.01, R^2 train: 0.695, R^2 test: -0.019 Bootstrap CV 56, alpha = 0.1, R^2 train: 0.198, R^2 test: 0.143 best alpha via bootstrap CV: 0.1 AUC Train: 0.721, Explained Variance Score Train: 0.198 AUC Validation: 0.706, Explained Variance Score Validation: 0.151 AUC Test: 0.786, Explained Variance Score Test: 0.222 Bootstrap CV 62, alpha = 0.001, R^2 train: 0.990, R^2 test: -1.127 Bootstrap CV 62, alpha = 0.005, R^2 train: 0.894, R^2 test: -0.128 Bootstrap CV 62, alpha = 0.01, R^2 train: 0.795, R^2 test: 0.088 Bootstrap CV 62, alpha = 0.1, R^2 train: 0.389, R^2 test: 0.153 best alpha via bootstrap CV: 0.1 AUC Train: 0.798, Explained Variance Score Train: 0.389 AUC Validation: 0.713, Explained Variance Score Validation: 0.156 AUC Test: 0.810, Explained Variance Score Test: 0.342 Bootstrap CV 58, alpha = 0.001, R^2 train: 0.989, R^2 test: -0.300 Bootstrap CV 58, alpha = 0.005, R^2 train: 0.882, R^2 test: 0.050 Bootstrap CV 58, alpha = 0.01, R^2 train: 0.778, R^2 test: 0.127 Bootstrap CV 58, alpha = 0.1, R^2 train: 0.363, R^2 test: 0.179 best alpha via bootstrap CV: 0.1 AUC Train: 0.867, Explained Variance Score Train: 0.363 AUC Validation: 0.751, Explained Variance Score Validation: 0.182 AUC Test: 0.788, Explained Variance Score Test: 0.272 Bootstrap CV 57, alpha = 0.001, R^2 train: 0.980, R^2 test: -2.715 Bootstrap CV 57, alpha = 0.005, R^2 train: 0.873, R^2 test: -0.670 Bootstrap CV 57, alpha = 0.01, R^2 train: 0.772, R^2 test: -0.237 Bootstrap CV 57, alpha = 0.1, R^2 train: 0.346, R^2 test: 0.307 best alpha via bootstrap CV: 0.1 AUC Train: 0.801, Explained Variance Score Train: 0.346 AUC Validation: 0.725, Explained Variance Score Validation: 0.317 AUC Test: 0.812, Explained Variance Score Test: 0.319 Running batch 5 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 64, alpha = 0.001, R^2 train: 0.985, R^2 test: -0.534 Bootstrap CV 64, alpha = 0.005, R^2 train: 0.906, R^2 test: -0.032 Bootstrap CV 64, alpha = 0.01, R^2 train: 0.810, R^2 test: 0.101 Bootstrap CV 64, alpha = 0.1, R^2 train: 0.384, R^2 test: 0.179 best alpha via bootstrap CV: 0.1 AUC Train: 0.825, Explained Variance Score Train: 0.384 AUC Validation: 0.733, Explained Variance Score Validation: 0.197 AUC Test: 0.832, Explained Variance Score Test: 0.333
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 66, alpha = 0.001, R^2 train: 0.961, R^2 test: -0.545 Bootstrap CV 66, alpha = 0.005, R^2 train: 0.876, R^2 test: 0.002 Bootstrap CV 66, alpha = 0.01, R^2 train: 0.781, R^2 test: 0.153 Bootstrap CV 66, alpha = 0.1, R^2 train: 0.388, R^2 test: 0.288 best alpha via bootstrap CV: 0.1 AUC Train: 0.772, Explained Variance Score Train: 0.388 AUC Validation: 0.770, Explained Variance Score Validation: 0.289 AUC Test: 0.805, Explained Variance Score Test: 0.335
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 68, alpha = 0.001, R^2 train: 0.988, R^2 test: -0.653 Bootstrap CV 68, alpha = 0.005, R^2 train: 0.885, R^2 test: -0.092 Bootstrap CV 68, alpha = 0.01, R^2 train: 0.766, R^2 test: 0.122 Bootstrap CV 68, alpha = 0.1, R^2 train: 0.404, R^2 test: 0.261 best alpha via bootstrap CV: 0.1 AUC Train: 0.880, Explained Variance Score Train: 0.404 AUC Validation: 0.816, Explained Variance Score Validation: 0.289 AUC Test: 0.808, Explained Variance Score Test: 0.327
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 65, alpha = 0.001, R^2 train: 0.986, R^2 test: -0.721 Bootstrap CV 65, alpha = 0.005, R^2 train: 0.880, R^2 test: 0.091 Bootstrap CV 65, alpha = 0.01, R^2 train: 0.768, R^2 test: 0.262 Bootstrap CV 65, alpha = 0.1, R^2 train: 0.330, R^2 test: 0.283 best alpha via bootstrap CV: 0.1 AUC Train: 0.792, Explained Variance Score Train: 0.330 AUC Validation: 0.852, Explained Variance Score Validation: 0.287 AUC Test: 0.802, Explained Variance Score Test: 0.300
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 70, alpha = 0.001, R^2 train: 0.967, R^2 test: -0.320 Bootstrap CV 70, alpha = 0.005, R^2 train: 0.833, R^2 test: 0.136 Bootstrap CV 70, alpha = 0.01, R^2 train: 0.703, R^2 test: 0.235 Bootstrap CV 70, alpha = 0.1, R^2 train: 0.291, R^2 test: 0.248 best alpha via bootstrap CV: 0.1 AUC Train: 0.721, Explained Variance Score Train: 0.291 AUC Validation: 0.801, Explained Variance Score Validation: 0.253 AUC Test: 0.815, Explained Variance Score Test: 0.289
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 71, alpha = 0.001, R^2 train: 0.975, R^2 test: -2.009 Bootstrap CV 71, alpha = 0.005, R^2 train: 0.892, R^2 test: -0.318 Bootstrap CV 71, alpha = 0.01, R^2 train: 0.826, R^2 test: -0.062 Bootstrap CV 71, alpha = 0.1, R^2 train: 0.478, R^2 test: 0.137 best alpha via bootstrap CV: 0.1 AUC Train: 0.866, Explained Variance Score Train: 0.478 AUC Validation: 0.657, Explained Variance Score Validation: 0.137 AUC Test: 0.829, Explained Variance Score Test: 0.385
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 74, alpha = 0.001, R^2 train: 0.981, R^2 test: -0.421 Bootstrap CV 74, alpha = 0.005, R^2 train: 0.841, R^2 test: 0.073 Bootstrap CV 74, alpha = 0.01, R^2 train: 0.702, R^2 test: 0.102 Bootstrap CV 74, alpha = 0.1, R^2 train: 0.382, R^2 test: 0.134 best alpha via bootstrap CV: 0.01 AUC Train: 0.958, Explained Variance Score Train: 0.702 AUC Validation: 0.643, Explained Variance Score Validation: 0.124 AUC Test: 0.800, Explained Variance Score Test: 0.311 Bootstrap CV 72, alpha = 0.001, R^2 train: 0.991, R^2 test: -0.943 Bootstrap CV 72, alpha = 0.005, R^2 train: 0.899, R^2 test: -0.220 Bootstrap CV 72, alpha = 0.01, R^2 train: 0.777, R^2 test: -0.007 Bootstrap CV 72, alpha = 0.1, R^2 train: 0.317, R^2 test: 0.291 best alpha via bootstrap CV: 0.1 AUC Train: 0.736, Explained Variance Score Train: 0.317 AUC Validation: 0.749, Explained Variance Score Validation: 0.298 AUC Test: 0.806, Explained Variance Score Test: 0.315
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 78, alpha = 0.001, R^2 train: 0.993, R^2 test: -0.592 Bootstrap CV 78, alpha = 0.005, R^2 train: 0.927, R^2 test: -0.114 Bootstrap CV 78, alpha = 0.01, R^2 train: 0.836, R^2 test: 0.041 Bootstrap CV 78, alpha = 0.1, R^2 train: 0.321, R^2 test: 0.342 best alpha via bootstrap CV: 0.1 AUC Train: 0.831, Explained Variance Score Train: 0.321 AUC Validation: 0.929, Explained Variance Score Validation: 0.379 AUC Test: 0.813, Explained Variance Score Test: 0.323 Bootstrap CV 67, alpha = 0.001, R^2 train: 0.987, R^2 test: -0.923 Bootstrap CV 67, alpha = 0.005, R^2 train: 0.898, R^2 test: -0.079 Bootstrap CV 67, alpha = 0.01, R^2 train: 0.778, R^2 test: 0.193 Bootstrap CV 67, alpha = 0.1, R^2 train: 0.339, R^2 test: 0.346 best alpha via bootstrap CV: 0.1 AUC Train: 0.853, Explained Variance Score Train: 0.339 AUC Validation: 0.763, Explained Variance Score Validation: 0.349 AUC Test: 0.824, Explained Variance Score Test: 0.332 Bootstrap CV 73, alpha = 0.001, R^2 train: 0.987, R^2 test: -1.361 Bootstrap CV 73, alpha = 0.005, R^2 train: 0.897, R^2 test: -0.300 Bootstrap CV 73, alpha = 0.01, R^2 train: 0.804, R^2 test: 0.080 Bootstrap CV 73, alpha = 0.1, R^2 train: 0.429, R^2 test: 0.277 best alpha via bootstrap CV: 0.1 AUC Train: 0.824, Explained Variance Score Train: 0.429 AUC Validation: 0.706, Explained Variance Score Validation: 0.277 AUC Test: 0.802, Explained Variance Score Test: 0.327 Bootstrap CV 75, alpha = 0.001, R^2 train: 0.994, R^2 test: -0.933 Bootstrap CV 75, alpha = 0.005, R^2 train: 0.931, R^2 test: -0.185 Bootstrap CV 75, alpha = 0.01, R^2 train: 0.835, R^2 test: -0.004 Bootstrap CV 75, alpha = 0.1, R^2 train: 0.400, R^2 test: 0.244 best alpha via bootstrap CV: 0.1 AUC Train: 0.863, Explained Variance Score Train: 0.400 AUC Validation: 0.810, Explained Variance Score Validation: 0.248 AUC Test: 0.820, Explained Variance Score Test: 0.374 Bootstrap CV 69, alpha = 0.001, R^2 train: 0.966, R^2 test: -2.140 Bootstrap CV 69, alpha = 0.005, R^2 train: 0.834, R^2 test: -0.479 Bootstrap CV 69, alpha = 0.01, R^2 train: 0.694, R^2 test: 0.033 Bootstrap CV 69, alpha = 0.1, R^2 train: 0.289, R^2 test: 0.236 best alpha via bootstrap CV: 0.1 AUC Train: 0.771, Explained Variance Score Train: 0.289 AUC Validation: 0.793, Explained Variance Score Validation: 0.254 AUC Test: 0.798, Explained Variance Score Test: 0.300 Bootstrap CV 77, alpha = 0.001, R^2 train: 0.990, R^2 test: -0.580 Bootstrap CV 77, alpha = 0.005, R^2 train: 0.888, R^2 test: 0.041 Bootstrap CV 77, alpha = 0.01, R^2 train: 0.781, R^2 test: 0.182 Bootstrap CV 77, alpha = 0.1, R^2 train: 0.388, R^2 test: 0.307 best alpha via bootstrap CV: 0.1 AUC Train: 0.851, Explained Variance Score Train: 0.388 AUC Validation: 0.760, Explained Variance Score Validation: 0.308 AUC Test: 0.815, Explained Variance Score Test: 0.326 Bootstrap CV 76, alpha = 0.001, R^2 train: 0.986, R^2 test: -1.558 Bootstrap CV 76, alpha = 0.005, R^2 train: 0.901, R^2 test: -0.594 Bootstrap CV 76, alpha = 0.01, R^2 train: 0.829, R^2 test: -0.235 Bootstrap CV 76, alpha = 0.1, R^2 train: 0.445, R^2 test: 0.242 best alpha via bootstrap CV: 0.1 AUC Train: 0.820, Explained Variance Score Train: 0.445 AUC Validation: 0.768, Explained Variance Score Validation: 0.244 AUC Test: 0.805, Explained Variance Score Test: 0.375 Bootstrap CV 79, alpha = 0.001, R^2 train: 0.995, R^2 test: -1.032 Bootstrap CV 79, alpha = 0.005, R^2 train: 0.944, R^2 test: -0.528 Bootstrap CV 79, alpha = 0.01, R^2 train: 0.877, R^2 test: -0.237 Bootstrap CV 79, alpha = 0.1, R^2 train: 0.449, R^2 test: 0.146 best alpha via bootstrap CV: 0.1 AUC Train: 0.816, Explained Variance Score Train: 0.449 AUC Validation: 0.737, Explained Variance Score Validation: 0.166 AUC Test: 0.826, Explained Variance Score Test: 0.396 Running batch 6 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 81, alpha = 0.001, R^2 train: 0.987, R^2 test: -0.657 Bootstrap CV 81, alpha = 0.005, R^2 train: 0.917, R^2 test: 0.159 Bootstrap CV 81, alpha = 0.01, R^2 train: 0.858, R^2 test: 0.220 Bootstrap CV 81, alpha = 0.1, R^2 train: 0.501, R^2 test: 0.332 best alpha via bootstrap CV: 0.1 AUC Train: 0.863, Explained Variance Score Train: 0.501 AUC Validation: 0.757, Explained Variance Score Validation: 0.346 AUC Test: 0.816, Explained Variance Score Test: 0.383 Bootstrap CV 80, alpha = 0.001, R^2 train: 0.985, R^2 test: 0.035 Bootstrap CV 80, alpha = 0.005, R^2 train: 0.869, R^2 test: 0.248 Bootstrap CV 80, alpha = 0.01, R^2 train: 0.768, R^2 test: 0.305 Bootstrap CV 80, alpha = 0.1, R^2 train: 0.313, R^2 test: 0.287 best alpha via bootstrap CV: 0.1 AUC Train: 0.845, Explained Variance Score Train: 0.313 AUC Validation: 0.893, Explained Variance Score Validation: 0.297 AUC Test: 0.805, Explained Variance Score Test: 0.257
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 82, alpha = 0.001, R^2 train: 0.970, R^2 test: -1.267 Bootstrap CV 82, alpha = 0.005, R^2 train: 0.836, R^2 test: 0.042 Bootstrap CV 82, alpha = 0.01, R^2 train: 0.729, R^2 test: 0.261 Bootstrap CV 82, alpha = 0.1, R^2 train: 0.295, R^2 test: 0.376 best alpha via bootstrap CV: 0.1 AUC Train: 0.741, Explained Variance Score Train: 0.295 AUC Validation: 0.803, Explained Variance Score Validation: 0.377 AUC Test: 0.814, Explained Variance Score Test: 0.312
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 83, alpha = 0.001, R^2 train: 0.979, R^2 test: -2.063 Bootstrap CV 83, alpha = 0.005, R^2 train: 0.834, R^2 test: -0.327 Bootstrap CV 83, alpha = 0.01, R^2 train: 0.714, R^2 test: 0.045 Bootstrap CV 83, alpha = 0.1, R^2 train: 0.248, R^2 test: 0.240 best alpha via bootstrap CV: 0.1 AUC Train: 0.748, Explained Variance Score Train: 0.248 AUC Validation: 0.772, Explained Variance Score Validation: 0.241 AUC Test: 0.821, Explained Variance Score Test: 0.306
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 86, alpha = 0.001, R^2 train: 0.994, R^2 test: -2.494 Bootstrap CV 86, alpha = 0.005, R^2 train: 0.929, R^2 test: -0.880 Bootstrap CV 86, alpha = 0.01, R^2 train: 0.857, R^2 test: -0.428 Bootstrap CV 86, alpha = 0.1, R^2 train: 0.436, R^2 test: 0.395 best alpha via bootstrap CV: 0.1 AUC Train: 0.840, Explained Variance Score Train: 0.436 AUC Validation: 0.811, Explained Variance Score Validation: 0.418 AUC Test: 0.818, Explained Variance Score Test: 0.388 Bootstrap CV 85, alpha = 0.001, R^2 train: 0.992, R^2 test: -1.298 Bootstrap CV 85, alpha = 0.005, R^2 train: 0.905, R^2 test: -0.467 Bootstrap CV 85, alpha = 0.01, R^2 train: 0.784, R^2 test: -0.168 Bootstrap CV 85, alpha = 0.1, R^2 train: 0.443, R^2 test: 0.069 best alpha via bootstrap CV: 0.1 AUC Train: 0.798, Explained Variance Score Train: 0.443 AUC Validation: 0.720, Explained Variance Score Validation: 0.071 AUC Test: 0.809, Explained Variance Score Test: 0.352 Bootstrap CV 84, alpha = 0.001, R^2 train: 0.986, R^2 test: -0.293 Bootstrap CV 84, alpha = 0.005, R^2 train: 0.881, R^2 test: 0.064 Bootstrap CV 84, alpha = 0.01, R^2 train: 0.757, R^2 test: 0.163 Bootstrap CV 84, alpha = 0.1, R^2 train: 0.276, R^2 test: 0.195 best alpha via bootstrap CV: 0.1 AUC Train: 0.784, Explained Variance Score Train: 0.276 AUC Validation: 0.843, Explained Variance Score Validation: 0.231 AUC Test: 0.805, Explained Variance Score Test: 0.274
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 92, alpha = 0.001, R^2 train: 0.982, R^2 test: -0.300 Bootstrap CV 92, alpha = 0.005, R^2 train: 0.866, R^2 test: 0.066 Bootstrap CV 92, alpha = 0.01, R^2 train: 0.753, R^2 test: 0.184 Bootstrap CV 92, alpha = 0.1, R^2 train: 0.350, R^2 test: 0.311 best alpha via bootstrap CV: 0.1 AUC Train: 0.796, Explained Variance Score Train: 0.350 AUC Validation: 0.888, Explained Variance Score Validation: 0.316 AUC Test: 0.799, Explained Variance Score Test: 0.287 Bootstrap CV 93, alpha = 0.001, R^2 train: 0.983, R^2 test: -0.788 Bootstrap CV 93, alpha = 0.005, R^2 train: 0.874, R^2 test: -0.142 Bootstrap CV 93, alpha = 0.01, R^2 train: 0.778, R^2 test: 0.018 Bootstrap CV 93, alpha = 0.1, R^2 train: 0.318, R^2 test: 0.137 best alpha via bootstrap CV: 0.1 AUC Train: 0.800, Explained Variance Score Train: 0.318 AUC Validation: 0.722, Explained Variance Score Validation: 0.219 AUC Test: 0.807, Explained Variance Score Test: 0.319 Bootstrap CV 94, alpha = 0.001, R^2 train: 0.993, R^2 test: -1.206 Bootstrap CV 94, alpha = 0.005, R^2 train: 0.913, R^2 test: -0.440 Bootstrap CV 94, alpha = 0.01, R^2 train: 0.814, R^2 test: -0.160 Bootstrap CV 94, alpha = 0.1, R^2 train: 0.429, R^2 test: 0.238 best alpha via bootstrap CV: 0.1 AUC Train: 0.805, Explained Variance Score Train: 0.429 AUC Validation: 0.736, Explained Variance Score Validation: 0.238 AUC Test: 0.799, Explained Variance Score Test: 0.331 Bootstrap CV 87, alpha = 0.001, R^2 train: 0.987, R^2 test: -1.001 Bootstrap CV 87, alpha = 0.005, R^2 train: 0.883, R^2 test: -0.192 Bootstrap CV 87, alpha = 0.01, R^2 train: 0.764, R^2 test: 0.095 Bootstrap CV 87, alpha = 0.1, R^2 train: 0.358, R^2 test: 0.289 best alpha via bootstrap CV: 0.1 AUC Train: 0.853, Explained Variance Score Train: 0.358 AUC Validation: 0.786, Explained Variance Score Validation: 0.291 AUC Test: 0.802, Explained Variance Score Test: 0.304 Bootstrap CV 88, alpha = 0.001, R^2 train: 0.987, R^2 test: -0.656 Bootstrap CV 88, alpha = 0.005, R^2 train: 0.872, R^2 test: -0.049 Bootstrap CV 88, alpha = 0.01, R^2 train: 0.733, R^2 test: 0.157 Bootstrap CV 88, alpha = 0.1, R^2 train: 0.267, R^2 test: 0.374 best alpha via bootstrap CV: 0.1 AUC Train: 0.764, Explained Variance Score Train: 0.267 AUC Validation: 0.851, Explained Variance Score Validation: 0.394 AUC Test: 0.804, Explained Variance Score Test: 0.273 Bootstrap CV 95, alpha = 0.001, R^2 train: 0.987, R^2 test: -2.357 Bootstrap CV 95, alpha = 0.005, R^2 train: 0.901, R^2 test: -0.627 Bootstrap CV 95, alpha = 0.01, R^2 train: 0.780, R^2 test: -0.005 Bootstrap CV 95, alpha = 0.1, R^2 train: 0.366, R^2 test: 0.344 best alpha via bootstrap CV: 0.1 AUC Train: 0.770, Explained Variance Score Train: 0.366 AUC Validation: 0.835, Explained Variance Score Validation: 0.345 AUC Test: 0.814, Explained Variance Score Test: 0.359 Bootstrap CV 91, alpha = 0.001, R^2 train: 0.990, R^2 test: -1.844 Bootstrap CV 91, alpha = 0.005, R^2 train: 0.880, R^2 test: -0.634 Bootstrap CV 91, alpha = 0.01, R^2 train: 0.770, R^2 test: -0.220 Bootstrap CV 91, alpha = 0.1, R^2 train: 0.359, R^2 test: 0.250 best alpha via bootstrap CV: 0.1 AUC Train: 0.770, Explained Variance Score Train: 0.359 AUC Validation: 0.710, Explained Variance Score Validation: 0.250 AUC Test: 0.821, Explained Variance Score Test: 0.367 Bootstrap CV 89, alpha = 0.001, R^2 train: 0.995, R^2 test: -1.629 Bootstrap CV 89, alpha = 0.005, R^2 train: 0.928, R^2 test: -0.652 Bootstrap CV 89, alpha = 0.01, R^2 train: 0.821, R^2 test: -0.252 Bootstrap CV 89, alpha = 0.1, R^2 train: 0.343, R^2 test: 0.267 best alpha via bootstrap CV: 0.1 AUC Train: 0.822, Explained Variance Score Train: 0.343 AUC Validation: 0.726, Explained Variance Score Validation: 0.275 AUC Test: 0.797, Explained Variance Score Test: 0.304 Bootstrap CV 90, alpha = 0.001, R^2 train: 0.987, R^2 test: -0.674 Bootstrap CV 90, alpha = 0.005, R^2 train: 0.855, R^2 test: 0.133 Bootstrap CV 90, alpha = 0.01, R^2 train: 0.734, R^2 test: 0.199 Bootstrap CV 90, alpha = 0.1, R^2 train: 0.371, R^2 test: 0.233 best alpha via bootstrap CV: 0.01 AUC Train: 0.944, Explained Variance Score Train: 0.734 AUC Validation: 0.725, Explained Variance Score Validation: 0.200 AUC Test: 0.788, Explained Variance Score Test: 0.318 Running batch 7 of 7 with 4 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 98, alpha = 0.001, R^2 train: 0.992, R^2 test: -0.621 Bootstrap CV 98, alpha = 0.005, R^2 train: 0.925, R^2 test: -0.140 Bootstrap CV 98, alpha = 0.01, R^2 train: 0.841, R^2 test: 0.049 Bootstrap CV 98, alpha = 0.1, R^2 train: 0.444, R^2 test: 0.256 best alpha via bootstrap CV: 0.1 AUC Train: 0.808, Explained Variance Score Train: 0.444 AUC Validation: 0.724, Explained Variance Score Validation: 0.259 AUC Test: 0.806, Explained Variance Score Test: 0.341
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 96, alpha = 0.001, R^2 train: 0.987, R^2 test: -0.525 Bootstrap CV 96, alpha = 0.005, R^2 train: 0.867, R^2 test: -0.014 Bootstrap CV 96, alpha = 0.01, R^2 train: 0.746, R^2 test: 0.207 Bootstrap CV 96, alpha = 0.1, R^2 train: 0.395, R^2 test: 0.230 best alpha via bootstrap CV: 0.1 AUC Train: 0.858, Explained Variance Score Train: 0.395 AUC Validation: 0.682, Explained Variance Score Validation: 0.243 AUC Test: 0.798, Explained Variance Score Test: 0.296 Bootstrap CV 97, alpha = 0.001, R^2 train: 0.984, R^2 test: -1.558 Bootstrap CV 97, alpha = 0.005, R^2 train: 0.868, R^2 test: -0.147 Bootstrap CV 97, alpha = 0.01, R^2 train: 0.761, R^2 test: 0.112 Bootstrap CV 97, alpha = 0.1, R^2 train: 0.350, R^2 test: 0.308 best alpha via bootstrap CV: 0.1 AUC Train: 0.785, Explained Variance Score Train: 0.350 AUC Validation: 0.737, Explained Variance Score Validation: 0.319 AUC Test: 0.805, Explained Variance Score Test: 0.329 Bootstrap CV 99, alpha = 0.001, R^2 train: 0.987, R^2 test: -0.466 Bootstrap CV 99, alpha = 0.005, R^2 train: 0.916, R^2 test: -0.029 Bootstrap CV 99, alpha = 0.01, R^2 train: 0.826, R^2 test: 0.128 Bootstrap CV 99, alpha = 0.1, R^2 train: 0.387, R^2 test: 0.282 best alpha via bootstrap CV: 0.1 AUC Train: 0.794, Explained Variance Score Train: 0.387 AUC Validation: 0.812, Explained Variance Score Validation: 0.298 AUC Test: 0.801, Explained Variance Score Test: 0.335 total Variables 19290 and total subjects: 1698 ->AUC validation: 0.774 95% CI: [0.762 , 0.786] ->AUC test: 0.808 95% CI: [0.805 , 0.810] ->R^2 validation: 0.264 95% CI: [0.248 , 0.279] ->R^2 test: 0.315 95% CI: [0.308 , 0.323] ->Explained Variance validation: 0.253 95% CI: [0.237 , 0.269] ->Explained Variance test: 0.310 95% CI: [0.302 , 0.318] Test set metrics: @threshold:1.419, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:1.381, sens:0.018, spec:1.000, ppv:1.000, acc:0.841, f1:0.036, mcc:0.000, total+:1, total-:338 @threshold:1.127, sens:0.127, spec:0.996, ppv:0.875, acc:0.855, f1:0.222, mcc:0.326, total+:8, total-:331 @threshold:1.054, sens:0.145, spec:0.996, ppv:0.889, acc:0.858, f1:0.250, mcc:0.352, total+:9, total-:330 @threshold:1.030, sens:0.164, spec:0.993, ppv:0.818, acc:0.858, f1:0.273, mcc:0.176, total+:11, total-:328 @threshold:0.977, sens:0.182, spec:0.989, ppv:0.769, acc:0.858, f1:0.294, mcc:0.119, total+:13, total-:326 @threshold:0.974, sens:0.182, spec:0.986, ppv:0.714, acc:0.855, f1:0.290, mcc:0.084, total+:14, total-:325 @threshold:0.944, sens:0.200, spec:0.986, ppv:0.733, acc:0.858, f1:0.314, mcc:0.090, total+:15, total-:324 @threshold:0.944, sens:0.200, spec:0.982, ppv:0.688, acc:0.855, f1:0.310, mcc:0.069, total+:16, total-:323 @threshold:0.896, sens:0.218, spec:0.979, ppv:0.667, acc:0.855, f1:0.329, mcc:0.059, total+:18, total-:321 @threshold:0.886, sens:0.218, spec:0.975, ppv:0.632, acc:0.853, f1:0.324, mcc:0.048, total+:19, total-:320 @threshold:0.865, sens:0.236, spec:0.975, ppv:0.650, acc:0.855, f1:0.347, mcc:0.051, total+:20, total-:319 @threshold:0.818, sens:0.236, spec:0.972, ppv:0.619, acc:0.853, f1:0.342, mcc:0.043, total+:21, total-:318 @threshold:0.793, sens:0.255, spec:0.972, ppv:0.636, acc:0.855, f1:0.364, mcc:0.046, total+:22, total-:317 @threshold:0.792, sens:0.255, spec:0.968, ppv:0.609, acc:0.853, f1:0.359, mcc:0.040, total+:23, total-:316 @threshold:0.755, sens:0.273, spec:0.961, ppv:0.577, acc:0.850, f1:0.370, mcc:0.032, total+:26, total-:313 @threshold:0.698, sens:0.273, spec:0.958, ppv:0.556, acc:0.847, f1:0.366, mcc:0.029, total+:27, total-:312 @threshold:0.693, sens:0.291, spec:0.958, ppv:0.571, acc:0.850, f1:0.386, mcc:0.030, total+:28, total-:311 @threshold:0.679, sens:0.291, spec:0.954, ppv:0.552, acc:0.847, f1:0.381, mcc:0.027, total+:29, total-:310 @threshold:0.660, sens:0.309, spec:0.951, ppv:0.548, acc:0.847, f1:0.395, mcc:0.026, total+:31, total-:308 @threshold:0.657, sens:0.327, spec:0.947, ppv:0.545, acc:0.847, f1:0.409, mcc:0.025, total+:33, total-:306 @threshold:0.614, sens:0.345, spec:0.940, ppv:0.528, acc:0.844, f1:0.418, mcc:0.022, total+:36, total-:303 @threshold:0.594, sens:0.364, spec:0.937, ppv:0.526, acc:0.844, f1:0.430, mcc:0.021, total+:38, total-:301 @threshold:0.566, sens:0.382, spec:0.923, ppv:0.488, acc:0.835, f1:0.429, mcc:0.017, total+:43, total-:296 @threshold:0.560, sens:0.382, spec:0.919, ppv:0.477, acc:0.832, f1:0.424, mcc:0.016, total+:44, total-:295 @threshold:0.556, sens:0.400, spec:0.919, ppv:0.489, acc:0.835, f1:0.440, mcc:0.017, total+:45, total-:294 @threshold:0.545, sens:0.400, spec:0.915, ppv:0.478, acc:0.832, f1:0.436, mcc:0.016, total+:46, total-:293 @threshold:0.528, sens:0.418, spec:0.912, ppv:0.479, acc:0.832, f1:0.447, mcc:0.016, total+:48, total-:291 @threshold:0.521, sens:0.418, spec:0.908, ppv:0.469, acc:0.829, f1:0.442, mcc:0.015, total+:49, total-:290 @threshold:0.505, sens:0.436, spec:0.901, ppv:0.462, acc:0.826, f1:0.449, mcc:0.014, total+:52, total-:287 @threshold:0.481, sens:0.491, spec:0.898, ppv:0.482, acc:0.832, f1:0.486, mcc:0.015, total+:56, total-:283 @threshold:0.454, sens:0.509, spec:0.891, ppv:0.475, acc:0.829, f1:0.491, mcc:0.014, total+:59, total-:280 @threshold:0.451, sens:0.527, spec:0.887, ppv:0.475, acc:0.829, f1:0.500, mcc:0.014, total+:61, total-:278 @threshold:0.450, sens:0.545, spec:0.887, ppv:0.484, acc:0.832, f1:0.513, mcc:0.014, total+:62, total-:277 @threshold:0.447, sens:0.545, spec:0.884, ppv:0.476, acc:0.829, f1:0.508, mcc:0.014, total+:63, total-:276 @threshold:0.417, sens:0.564, spec:0.873, ppv:0.463, acc:0.823, f1:0.508, mcc:0.013, total+:67, total-:272 @threshold:0.414, sens:0.564, spec:0.870, ppv:0.456, acc:0.820, f1:0.504, mcc:0.012, total+:68, total-:271 @threshold:0.391, sens:0.582, spec:0.859, ppv:0.444, acc:0.814, f1:0.504, mcc:0.011, total+:72, total-:267 @threshold:0.390, sens:0.582, spec:0.856, ppv:0.438, acc:0.811, f1:0.500, mcc:0.011, total+:73, total-:266 @threshold:0.332, sens:0.600, spec:0.817, ppv:0.388, acc:0.782, f1:0.471, mcc:0.008, total+:85, total-:254 @threshold:0.315, sens:0.600, spec:0.813, ppv:0.384, acc:0.779, f1:0.468, mcc:0.008, total+:86, total-:253 @threshold:0.312, sens:0.618, spec:0.810, ppv:0.386, acc:0.779, f1:0.476, mcc:0.008, total+:88, total-:251 @threshold:0.312, sens:0.618, spec:0.806, ppv:0.382, acc:0.776, f1:0.472, mcc:0.008, total+:89, total-:250 @threshold:0.296, sens:0.636, spec:0.796, ppv:0.376, acc:0.770, f1:0.473, mcc:0.007, total+:93, total-:246 @threshold:0.294, sens:0.636, spec:0.792, ppv:0.372, acc:0.767, f1:0.470, mcc:0.007, total+:94, total-:245 @threshold:0.288, sens:0.655, spec:0.785, ppv:0.371, acc:0.764, f1:0.474, mcc:0.007, total+:97, total-:242 @threshold:0.286, sens:0.655, spec:0.782, ppv:0.367, acc:0.761, f1:0.471, mcc:0.007, total+:98, total-:241 @threshold:0.211, sens:0.673, spec:0.729, ppv:0.325, acc:0.720, f1:0.438, mcc:0.005, total+:114, total-:225 @threshold:0.210, sens:0.673, spec:0.725, ppv:0.322, acc:0.717, f1:0.435, mcc:0.005, total+:115, total-:224 @threshold:0.209, sens:0.691, spec:0.725, ppv:0.328, acc:0.720, f1:0.444, mcc:0.005, total+:116, total-:223 @threshold:0.206, sens:0.691, spec:0.722, ppv:0.325, acc:0.717, f1:0.442, mcc:0.005, total+:117, total-:222 @threshold:0.169, sens:0.709, spec:0.697, ppv:0.312, acc:0.699, f1:0.433, mcc:0.004, total+:125, total-:214 @threshold:0.168, sens:0.727, spec:0.694, ppv:0.315, acc:0.699, f1:0.440, mcc:0.005, total+:127, total-:212 @threshold:0.137, sens:0.745, spec:0.680, ppv:0.311, acc:0.690, f1:0.439, mcc:0.004, total+:132, total-:207 @threshold:0.134, sens:0.745, spec:0.676, ppv:0.308, acc:0.687, f1:0.436, mcc:0.004, total+:133, total-:206 @threshold:0.108, sens:0.764, spec:0.665, ppv:0.307, acc:0.681, f1:0.438, mcc:0.004, total+:137, total-:202 @threshold:0.107, sens:0.764, spec:0.662, ppv:0.304, acc:0.678, f1:0.435, mcc:0.004, total+:138, total-:201 @threshold:0.091, sens:0.782, spec:0.644, ppv:0.299, acc:0.667, f1:0.432, mcc:0.004, total+:144, total-:195 @threshold:0.086, sens:0.782, spec:0.641, ppv:0.297, acc:0.664, f1:0.430, mcc:0.004, total+:145, total-:194 @threshold:0.056, sens:0.800, spec:0.623, ppv:0.291, acc:0.652, f1:0.427, mcc:0.004, total+:151, total-:188 @threshold:0.049, sens:0.800, spec:0.620, ppv:0.289, acc:0.649, f1:0.425, mcc:0.004, total+:152, total-:187 @threshold:0.047, sens:0.818, spec:0.620, ppv:0.294, acc:0.652, f1:0.433, mcc:0.004, total+:153, total-:186 @threshold:0.046, sens:0.818, spec:0.616, ppv:0.292, acc:0.649, f1:0.431, mcc:0.004, total+:154, total-:185 @threshold:0.028, sens:0.836, spec:0.606, ppv:0.291, acc:0.643, f1:0.432, mcc:0.004, total+:158, total-:181 @threshold:0.027, sens:0.836, spec:0.602, ppv:0.289, acc:0.640, f1:0.430, mcc:0.004, total+:159, total-:180 @threshold:-0.021, sens:0.873, spec:0.535, ppv:0.267, acc:0.590, f1:0.409, mcc:0.003, total+:180, total-:159 @threshold:-0.022, sens:0.873, spec:0.532, ppv:0.265, acc:0.587, f1:0.407, mcc:0.003, total+:181, total-:158 @threshold:-0.046, sens:0.891, spec:0.504, ppv:0.258, acc:0.566, f1:0.400, mcc:0.003, total+:190, total-:149 @threshold:-0.052, sens:0.891, spec:0.500, ppv:0.257, acc:0.563, f1:0.398, mcc:0.003, total+:191, total-:148 @threshold:-0.081, sens:0.909, spec:0.482, ppv:0.254, acc:0.552, f1:0.397, mcc:0.003, total+:197, total-:142 @threshold:-0.090, sens:0.909, spec:0.479, ppv:0.253, acc:0.549, f1:0.395, mcc:0.003, total+:198, total-:141 @threshold:-0.090, sens:0.927, spec:0.479, ppv:0.256, acc:0.552, f1:0.402, mcc:0.003, total+:199, total-:140 @threshold:-0.095, sens:0.927, spec:0.475, ppv:0.255, acc:0.549, f1:0.400, mcc:0.003, total+:200, total-:139 @threshold:-0.118, sens:0.945, spec:0.444, ppv:0.248, acc:0.525, f1:0.392, mcc:0.003, total+:210, total-:129 @threshold:-0.120, sens:0.945, spec:0.440, ppv:0.246, acc:0.522, f1:0.391, mcc:0.003, total+:211, total-:128 @threshold:-0.188, sens:0.964, spec:0.366, ppv:0.227, acc:0.463, f1:0.368, mcc:0.002, total+:233, total-:106 @threshold:-0.188, sens:0.964, spec:0.363, ppv:0.226, acc:0.460, f1:0.367, mcc:0.002, total+:234, total-:105 @threshold:-0.389, sens:0.982, spec:0.201, ppv:0.192, acc:0.327, f1:0.321, mcc:0.002, total+:281, total-:58 @threshold:-0.393, sens:0.982, spec:0.197, ppv:0.191, acc:0.324, f1:0.320, mcc:0.002, total+:282, total-:57 @threshold:-1.290, sens:1.000, spec:0.004, ppv:0.163, acc:0.165, f1:0.280, mcc:0.001, total+:338, total-:1 * Vital: Wt for Length ZScore-latest | coef 0.108 95% CI: [0.091 , 0.125] | OR_adj 1.114 [1.095 1.133] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.783 Correlated most with: Maternal Vital: Wt-postPregnancy:0.106 Diagnosis:9ccs126:Ot up rsp in:0.093 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:0.089 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.083 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.082 Maternal Vital: Temp-otherPregnancy:0.082 Maternal Vital: Wt-otherPregnancy:0.077 Maternal Diagnosis:9ccs139:Gasduo ulcer:-0.073 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071 Diagnosis:9ccs48:Thyroid dsor:-0.071 * Vital: BMI-latest | coef 0.076 95% CI: [0.056 , 0.095] | OR_adj 1.078 [1.058 1.099] | occ: 1621 | OR_unadj: 4.766 [3.528 6.438] | indivs AUC:0.795 Correlated most with: Diagnosis:9ccs221:Resp distres:-0.116 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.100 Maternal Vital: Wt-postPregnancy:0.098 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.093 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.082 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:0.082 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.080 Maternal Maternal Procedure History:99211-otherPregnancy:0.080 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.079 Diagnosis:9ccs58:Ot nutrit dx:0.077 * Vital: BMI-avg19to24 | coef 0.068 95% CI: [0.047 , 0.089] | OR_adj 1.071 [1.048 1.093] | occ: 1354 | OR_unadj: 4.046 [3.062 5.347] | indivs AUC:0.772 Correlated most with: Maternal Vital: Wt-postPregnancy:0.104 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.098 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.092 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.086 Diagnosis:9ccs259:Unclassified:-0.086 Diagnosis:9ccs48:Thyroid dsor:-0.079 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.077 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:0.073 Maternal Vital: Wt-otherPregnancy:0.072 Maternal Maternal Procedure History:99211-otherPregnancy:0.071 * Vital: Wt for Length ZScore-avg16to19 | coef 0.056 95% CI: [0.043 , 0.069] | OR_adj 1.058 [1.044 1.072] | occ: 1267 | OR_unadj: 3.111 [2.368 4.088] | indivs AUC:0.781 Correlated most with: Maternal Vital: Wt Percentile-postPregnancy:0.093 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.087 Maternal Vital: BMI Percentile-postPregnancy:0.083 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.082 Maternal Maternal Procedure History:J1055-postPregnancy:-0.082 Maternal Diagnosis:9ccs163:Other GU dx:-0.076 Diagnosis:9ccs48:Thyroid dsor:-0.074 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.073 Diagnosis:9ccs87:Retinal dx:-0.073 Maternal Vital: BMI-postPregnancy:0.072 * Vital: BMI-avg13to16 | coef 0.042 95% CI: [0.028 , 0.055] | OR_adj 1.043 [1.029 1.056] | occ: 1286 | OR_unadj: 3.814 [2.889 5.036] | indivs AUC:0.725 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.089 Maternal Diagnosis:9ccs185:Long pregncy:0.089 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.086 Diagnosis:9ccs125:Bronchitis:0.085 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.075 Diagnosis:9ccs5:HIV infectn:0.074 Maternal Diagnosis:9ccs122:Pneumonia:0.072 Maternal Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:-0.070 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.070 Maternal Maternal Lab History: MCH-otherPregnancy:-0.069 * Vital: Wt-latest | coef 0.026 95% CI: [0.017 , 0.034] | OR_adj 1.026 [1.018 1.034] | occ: 1626 | OR_unadj: 3.500 [2.571 4.766] | indivs AUC:0.761 Correlated most with: Number of Visits:0.377 Diagnosis:9ccs126:Ot up rsp in:0.281 Diagnosis:9ccs10:Immuniz/scrn:0.260 Diagnosis:9ccs92:Otitis media:0.212 Diagnosis:9ccs7:Viral infect:0.178 Diagnosis:9ccs257:Ot aftercare:0.155 Maternal Vital: Wt-postPregnancy:0.139 Diagnosis:9ccs135:Intest infct:0.138 Diagnosis:9ccs90:Eye infectn:0.129 Maternal Maternal Procedure History:36415-otherPregnancy:-0.110 * Vital: BMI-gain0to24 | coef 0.025 95% CI: [0.012 , 0.038] | OR_adj 1.025 [1.012 1.039] | occ: 1338 | OR_unadj: 3.923 [2.973 5.177] | indivs AUC:0.778 Correlated most with: Maternal Vital: Wt-postPregnancy:0.103 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.092 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.085 Diagnosis:9ccs259:Unclassified:-0.084 Diagnosis:9ccs48:Thyroid dsor:-0.079 Maternal Vital: BP-postPregnancy:0.074 Maternal Vital: Wt-otherPregnancy:0.073 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:0.073 Maternal Maternal Procedure History:99211-otherPregnancy:0.071 * Vital: Wt for Len Percentile-avg13to16 | coef 0.024 95% CI: [0.015 , 0.033] | OR_adj 1.024 [1.015 1.034] | occ: 1286 | OR_unadj: 3.426 [2.597 4.520] | indivs AUC:0.718 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.087 Maternal Diagnosis:9ccs185:Long pregncy:0.085 Diagnosis:9ccs125:Bronchitis:0.082 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.072 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.071 Diagnosis:9ccs48:Thyroid dsor:-0.071 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.068 Maternal Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:-0.067 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.067 Maternal Maternal Lab History: MPV-postPregnancy:0.066 * Maternal Vital: Wt-postPregnancy | coef 0.024 95% CI: [0.015 , 0.033] | OR_adj 1.024 [1.015 1.033] | occ: 666 | OR_unadj: 1.845 [1.336 2.549] | indivs AUC:0.588 Correlated most with: Maternal Vital: Wt-postPregnancy:1.000 Maternal Vital: Wt-otherPregnancy:0.634 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.311 Maternal Vital: Ht-postPregnancy:0.298 Maternal Vital: BP-postPregnancy:0.298 Maternal Vital: BP-otherPregnancy:0.297 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.281 Maternal Maternal Lab History: MCH-postPregnancy:-0.233 Maternal Vital: BMI Percentile-postPregnancy:0.207 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.205 * Vital: Wt for Length ZScore-avg3to5 | coef 0.023 95% CI: [0.016 , 0.030] | OR_adj 1.023 [1.016 1.031] | occ: 1299 | OR_unadj: 1.902 [1.455 2.486] | indivs AUC:0.604 Correlated most with: Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.106 Maternal Maternal Lab History: INHMOM-postPregnancy:0.089 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.087 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.085 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.085 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.084 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.080 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.078 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.078 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.077 * Vital: Wt for Len Percentile-latest | coef 0.020 95% CI: [0.011 , 0.030] | OR_adj 1.021 [1.011 1.030] | occ: 1535 | OR_unadj: 4.512 [3.322 6.127] | indivs AUC:0.778 Correlated most with: Maternal Vital: Wt-postPregnancy:0.090 Diagnosis:9ccs48:Thyroid dsor:-0.082 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.077 Maternal Vital: Wt-otherPregnancy:0.076 Diagnosis:9ccs259:Unclassified:-0.073 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.067 Maternal Diagnosis:9ccs185:Long pregncy:0.062 Maternal Vital: Temp-otherPregnancy:0.062 Diagnosis:9ccs74:Ot mentl cnd:0.061 * Vital: Wt-avg19to24 | coef 0.020 95% CI: [0.008 , 0.031] | OR_adj 1.020 [1.008 1.031] | occ: 1372 | OR_unadj: 3.824 [2.897 5.047] | indivs AUC:0.770 Correlated most with: Maternal Vital: Wt-postPregnancy:0.123 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.098 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.098 Maternal Vital: Wt-otherPregnancy:0.097 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.092 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.090 Maternal Vital: Ht-postPregnancy:0.084 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.082 Maternal Diagnosis:9ccs182:Hemorr preg:-0.080 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.076 * Vital: Wt-avg16to19 | coef 0.017 95% CI: [0.008 , 0.026] | OR_adj 1.017 [1.008 1.026] | occ: 1298 | OR_unadj: 3.060 [2.331 4.017] | indivs AUC:0.736 Correlated most with: Maternal Vital: Wt-postPregnancy:0.093 Maternal Diagnosis:9ccs185:Long pregncy:0.092 Maternal Diagnosis:9ccs122:Pneumonia:0.089 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.086 Maternal Vital: Wt-otherPregnancy:0.082 Maternal Diagnosis:9ccs200:Oth skin dx:0.082 Diagnosis:9ccs87:Retinal dx:-0.073 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.070 Diagnosis:9ccs48:Thyroid dsor:-0.070 * Vital: Wt for Len Percentile-avg7to10 | coef 0.010 95% CI: [0.004 , 0.016] | OR_adj 1.010 [1.004 1.016] | occ: 1304 | OR_unadj: 2.608 [1.991 3.417] | indivs AUC:0.622 Correlated most with: Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.079 Maternal Vital: Wt-postPregnancy:0.079 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.073 Maternal Maternal Procedure History:J1055-postPregnancy:-0.072 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.071 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.071 Diagnosis:9ccs125:Bronchitis:0.070 Maternal Vital: BMI Percentile-postPregnancy:0.070 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.069 Maternal Maternal Procedure History:93005-postPregnancy:-0.069 * Vital: Wt for Length ZScore-avg1to3 | coef 0.009 95% CI: [0.005 , 0.014] | OR_adj 1.009 [1.005 1.014] | occ: 1348 | OR_unadj: 1.471 [1.126 1.921] | indivs AUC:0.589 Correlated most with: Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.104 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.090 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:-0.084 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:-0.083 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.083 Diagnosis:9ccs259:Unclassified:-0.078 Maternal Diagnosis:9ccs47:Ot bnign neo:0.078 Newborn Diagnosis:9ccs59:Anemia:-0.078 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.078 Maternal Diagnosis:9ccs5:HIV infectn:0.078 * Vital: BMI-avg16to19 | coef 0.009 95% CI: [0.003 , 0.015] | OR_adj 1.009 [1.003 1.015] | occ: 1269 | OR_unadj: 3.131 [2.385 4.111] | indivs AUC:0.792 Correlated most with: Maternal Diagnosis:9ccs50:DiabMel w/cm:0.101 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.087 Maternal Maternal Procedure History:J1055-postPregnancy:-0.086 Maternal Vital: BMI-postPregnancy:0.081 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:-0.073 Maternal Vital: Wt Percentile-postPregnancy:0.073 Maternal Vital: BMI Percentile-postPregnancy:0.072 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.071 Diagnosis:9ccs133:Oth low resp:-0.070 Diagnosis:9ccs48:Thyroid dsor:-0.069 * Vital: Wt for Length ZScore-avg13to16 | coef 0.008 95% CI: [0.002 , 0.015] | OR_adj 1.008 [1.002 1.015] | occ: 1287 | OR_unadj: 3.550 [2.689 4.687] | indivs AUC:0.715 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090 Maternal Diagnosis:9ccs185:Long pregncy:0.087 Newborn Diagnosis:9ccs59:Anemia:-0.080 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.080 Maternal Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:-0.079 Diagnosis:9ccs125:Bronchitis:0.076 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.075 Maternal Diagnosis:9ccs122:Pneumonia:0.073 Diagnosis:9ccs48:Thyroid dsor:-0.070 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.069 * Vital: Wt-gain0to24 | coef 0.007 95% CI: [0.001 , 0.012] | OR_adj 1.007 [1.001 1.012] | occ: 1357 | OR_unadj: 3.724 [2.823 4.912] | indivs AUC:0.775 Correlated most with: Maternal Vital: Wt-postPregnancy:0.124 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.101 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.100 Maternal Vital: Wt-otherPregnancy:0.097 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.093 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.091 Maternal Vital: Ht-postPregnancy:0.082 Maternal Diagnosis:9ccs182:Hemorr preg:-0.080 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080 Maternal Vital: BP-otherPregnancy:0.077 * Vital: Wt Change-latest | coef 0.007 95% CI: [0.002 , 0.011] | OR_adj 1.007 [1.002 1.011] | occ: 979 | OR_unadj: 1.660 [1.219 2.259] | indivs AUC:0.608 Correlated most with: Number of Visits:-0.181 Diagnosis:9ccs126:Ot up rsp in:-0.138 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:0.127 Diagnosis:9ccs92:Otitis media:-0.120 Diagnosis:9ccs125:Bronchitis:-0.110 Maternal Maternal Procedure History:90746-postPregnancy:-0.099 Newborn Diagnosis:9ccs143:Abdom hernia:0.097 Maternal Diagnosis:9ccs75:Hx mental dx:0.086 Diagnosis:9ccs133:Oth low resp:-0.082 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:-0.082 * Vital: Wt Change-avg19to24 | coef 0.006 95% CI: [0.001 , 0.011] | OR_adj 1.006 [1.001 1.011] | occ: 880 | OR_unadj: 2.064 [1.510 2.823] | indivs AUC:0.612 Correlated most with: Number of Visits:-0.186 Diagnosis:9ccs92:Otitis media:-0.142 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:0.136 Diagnosis:9ccs126:Ot up rsp in:-0.126 Maternal Maternal Procedure History:97014-postPregnancy:-0.105 Diagnosis:9ccs133:Oth low resp:-0.099 Maternal Maternal Lab History: OXACILLIN-postPregnancy:0.091 Maternal Maternal Lab History: PH-otherPregnancy:-0.088 Diagnosis:9ccs125:Bronchitis:-0.085 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.084 * Vital: Wt for Length ZScore-avg19to24 | coef 0.006 95% CI: [0.001 , 0.011] | OR_adj 1.006 [1.001 1.011] | occ: 1347 | OR_unadj: 3.737 [2.826 4.943] | indivs AUC:0.763 Correlated most with: Maternal Vital: Wt-postPregnancy:0.101 Diagnosis:9ccs48:Thyroid dsor:-0.091 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.091 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.086 Diagnosis:9ccs259:Unclassified:-0.086 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.082 Maternal Vital: Wt-otherPregnancy:0.081 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.079 Newborn Diagnosis:9ccs59:Anemia:-0.079 Diagnosis:9ccs221:Resp distres:-0.071 * Number of Visits | coef -0.005 95% CI: [-0.009 , -0.002] | OR_adj 0.995 [0.992 0.998] | occ: 1645 | OR_unadj: 0.708 [0.535 0.936] | indivs AUC:0.478 Correlated most with: Number of Visits:1.000 Diagnosis:9ccs126:Ot up rsp in:0.430 Diagnosis:9ccs92:Otitis media:0.408 Diagnosis:9ccs7:Viral infect:0.408 Diagnosis:9ccs133:Oth low resp:0.337 Diagnosis:9ccs257:Ot aftercare:0.325 Diagnosis:9ccs135:Intest infct:0.310 Diagnosis:9ccs155:Other GI dx:0.304 Diagnosis:9ccs90:Eye infectn:0.286 Diagnosis:9ccs10:Immuniz/scrn:0.277 * Vital: Wt-gain7to13 | coef -0.005 95% CI: [-0.008 , -0.001] | OR_adj 0.995 [0.992 0.999] | occ: 1465 | OR_unadj: 1.582 [1.200 2.085] | indivs AUC:0.584 Correlated most with: Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:-0.108 Maternal Maternal Procedure History:86580-postPregnancy:-0.082 Maternal Diagnosis:9ccs200:Oth skin dx:0.081 Diagnosis:9ccs5:HIV infectn:-0.077 Maternal Maternal Lab History: WBC-postPregnancy:-0.070 Newborn Diagnosis:9ccs143:Abdom hernia:0.067 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.067 Diagnosis:9ccs10:Immuniz/scrn:-0.066 Diagnosis:9ccs16:Liver/ibd ca:0.066 Maternal Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:0.065 * Vital: Wt for Length Zscore-avg10to13 | coef 0.004 95% CI: [0.001 , 0.008] | OR_adj 1.004 [1.001 1.008] | occ: 1381 | OR_unadj: 2.955 [2.245 3.890] | indivs AUC:0.694 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.112 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.095 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.093 Newborn Diagnosis:9ccs59:Anemia:-0.085 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.085 Maternal Diagnosis:9ccs185:Long pregncy:0.079 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.075 Maternal Vital: Wt-postPregnancy:0.074 Newborn Diagnosis:9ccs223:Birth trauma:0.073 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.072 * Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy | coef 0.004 95% CI: [-0.004 , 0.013] | OR_adj 1.004 [0.996 1.013] | occ: 91 | OR_unadj: 4.468 [1.938 10.303] | indivs AUC:0.516 Correlated most with: Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:1.000 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.221 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:-0.190 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.188 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.166 Maternal Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.162 Maternal Maternal Lab History: LDH-otherPregnancy:0.160 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:0.147 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.141 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:-0.134 Maternal Diagnosis:9ccs181:Ot preg comp | coef 0.004 95% CI: [-0.001 , 0.010] | OR_adj 1.004 [0.999 1.010] | occ: 487 | OR_unadj: 1.286 [0.968 1.709] | indivs AUC:0.523 Correlated most with: Maternal Diagnosis:9ccs181:Ot preg comp:1.000 Maternal Diagnosis:9ccs10:Immuniz/scrn:0.467 Maternal Diagnosis:9ccs59:Anemia:0.379 Maternal Diagnosis:9ccs128:Asthma:0.219 Maternal Diagnosis:9ccs60:Acut p-h anm:0.182 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.180 Maternal Diagnosis:9ccs7:Viral infect:0.144 Maternal Diagnosis:9ccs48:Thyroid dsor:0.139 Maternal Diagnosis:9ccs106:Dysrhythmia:0.128 Maternal Diagnosis:9ccs168:PID:0.128 * Vital: Wt-avg13to16 | coef 0.004 95% CI: [-0.000 , 0.008] | OR_adj 1.004 [1.000 1.008] | occ: 1308 | OR_unadj: 3.224 [2.452 4.240] | indivs AUC:0.703 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.102 Maternal Vital: Wt-postPregnancy:0.101 Maternal Diagnosis:9ccs122:Pneumonia:0.096 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.095 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.089 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088 Diagnosis:9ccs242:Poisn ot med:0.085 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.079 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.074 Diagnosis:9ccs87:Retinal dx:-0.072 * Vital: Wt for Length ZScore-avg7to10 | coef 0.004 95% CI: [0.001 , 0.007] | OR_adj 1.004 [1.001 1.007] | occ: 1331 | OR_unadj: 2.704 [2.060 3.548] | indivs AUC:0.643 Correlated most with: Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.094 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.093 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.088 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.084 Maternal Maternal Procedure History:93005-postPregnancy:-0.080 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.077 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.076 Maternal Diagnosis:9ccs198:Ot infl skin:0.076 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.076 Newborn Diagnosis:9ccs59:Anemia:-0.076 * Vital: Wt-avg10to13 | coef 0.004 95% CI: [0.000 , 0.008] | OR_adj 1.004 [1.000 1.008] | occ: 1399 | OR_unadj: 2.696 [2.056 3.535] | indivs AUC:0.688 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.118 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.116 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.103 Maternal Vital: Wt-postPregnancy:0.102 Newborn Diagnosis:9ccs219:Low birth wt:-0.094 Maternal Diagnosis:9ccs200:Oth skin dx:0.083 Diagnosis:9ccs219:Low birth wt:-0.083 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.078 Diagnosis:9ccs87:Retinal dx:-0.075 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.075 * Vital: Wt for Len Percentile-avg16to19 | coef 0.004 95% CI: [-0.000 , 0.007] | OR_adj 1.004 [1.000 1.007] | occ: 1269 | OR_unadj: 2.937 [2.233 3.864] | indivs AUC:0.772 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090 Maternal Diagnosis:9ccs163:Other GU dx:-0.084 Maternal Maternal Procedure History:J1055-postPregnancy:-0.078 Diagnosis:9ccs48:Thyroid dsor:-0.073 Diagnosis:9ccs234:Crush injury:0.072 Maternal Maternal Lab History: PH-otherPregnancy:0.071 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.069 Diagnosis:9ccs92:Otitis media:0.068 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.067 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.064 Vital: Temp-latest | coef 0.003 95% CI: [0.000 , 0.006] | OR_adj 1.003 [1.000 1.006] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.465 Correlated most with: Diagnosis:9ccs70:Schizo/rl dx:0.115 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.105 Lab:294495 LEAD, BLOOD - LMC:0.090 Diagnosis:9ccs154:Gastroent:-0.089 Maternal Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:0.085 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.079 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.079 Maternal Maternal Lab History: INHMOM-postPregnancy:0.078 Maternal Maternal Lab History: AST-otherPregnancy:0.075 Maternal Diagnosis:9ccs181:Ot preg comp:0.070 * Vital: Wt for Len Percentile-avg10to13 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 1379 | OR_unadj: 2.986 [2.269 3.930] | indivs AUC:0.700 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.096 Maternal Diagnosis:9ccs185:Long pregncy:0.082 Maternal Vital: Wt-postPregnancy:0.082 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080 Diagnosis:9ccs125:Bronchitis:0.079 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.076 Diagnosis:9ccs48:Thyroid dsor:-0.075 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.074 Diagnosis:9ccs10:Immuniz/scrn:-0.071 Maternal Diagnosis:9ccs182:Hemorr preg:-0.070 MatDeliveryAge | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.518 Correlated most with: MatDeliveryAge:1.000 Maternal Diagnosis:9ccs176:Contraceptiv:0.265 Maternal Diagnosis:9ccs186:DM in preg:0.211 Maternal Diagnosis:9ccs189:Prev c-sectn:0.175 Maternal Vital: BP-postPregnancy:0.144 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.137 Maternal Diagnosis:9ccs49:DiabMel no c:0.137 Maternal Diagnosis:9ccs195:Ot compl bir:0.128 Maternal Vital: Wt-postPregnancy:0.124 Maternal Maternal Lab History: CREATININE-postPregnancy:0.114 * Vital: Wt for Len Percentile-avg19to24 | coef 0.003 95% CI: [-0.000 , 0.006] | OR_adj 1.003 [1.000 1.006] | occ: 1351 | OR_unadj: 3.535 [2.668 4.684] | indivs AUC:0.770 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.098 Maternal Vital: Wt-postPregnancy:0.088 Diagnosis:9ccs259:Unclassified:-0.086 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.081 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.079 Maternal Vital: Wt-otherPregnancy:0.075 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.070 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:-0.069 Maternal Diagnosis:9ccs182:Hemorr preg:-0.069 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.065 * Maternal Diagnosis:9ccs183:HTN in preg | coef 0.003 95% CI: [-0.001 , 0.007] | OR_adj 1.003 [0.999 1.007] | occ: 155 | OR_unadj: 1.745 [1.167 2.610] | indivs AUC:0.518 Correlated most with: Maternal Diagnosis:9ccs183:HTN in preg:1.000 Maternal Diagnosis:9ccs98:HTN:0.188 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.172 Maternal Vital: BP-postPregnancy:0.157 Newborn Diagnosis:9ccs219:Low birth wt:0.144 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.134 Maternal Diagnosis:9ccs184:Early labor:0.128 Maternal Maternal Lab History: LDH-postPregnancy:0.118 Maternal Diagnosis:9ccs239:Superfic inj:0.108 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.108 Maternal Diagnosis:9ccs59:Anemia | coef -0.003 95% CI: [-0.008 , 0.003] | OR_adj 0.997 [0.992 1.003] | occ: 98 | OR_unadj: 0.854 [0.469 1.555] | indivs AUC:0.470 Correlated most with: Maternal Diagnosis:9ccs59:Anemia:1.000 Maternal Diagnosis:9ccs181:Ot preg comp:0.379 Maternal Diagnosis:9ccs96:Hrt valve dx:0.139 Maternal Diagnosis:9ccs5:HIV infectn:0.113 Maternal Diagnosis:9ccs126:Ot up rsp in:0.110 Newborn Diagnosis:9ccs5:HIV infectn:0.098 Maternal Diagnosis:9ccs73:Preadult dx:0.098 Maternal Diagnosis:9ccs122:Pneumonia:0.098 Maternal Maternal Lab History: MCH-postPregnancy:-0.095 Maternal Diagnosis:9ccs194:Forceps del:0.092 Maternal Maternal Lab History: RBC-otherPregnancy | coef 0.003 95% CI: [-0.003 , 0.008] | OR_adj 1.003 [0.998 1.008] | occ: 281 | OR_unadj: 1.324 [0.838 2.089] | indivs AUC:0.550 Correlated most with: Maternal Maternal Lab History: RBC-otherPregnancy:1.000 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.652 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.530 Maternal Maternal Lab History: MCV-otherPregnancy:-0.469 Maternal Maternal Lab History: MCH-otherPregnancy:-0.377 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.333 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.293 Maternal Vital: BP-otherPregnancy:0.293 Maternal Maternal Lab History: RBC-postPregnancy:0.292 Maternal Maternal Lab History: MCV-postPregnancy:-0.223 Vital: HR-latest | coef -0.003 95% CI: [-0.006 , 0.000] | OR_adj 0.997 [0.994 1.000] | occ: 1010 | OR_unadj: 0.762 [0.553 1.050] | indivs AUC:0.540 Correlated most with: Maternal Diagnosis:9ccs102:Chest pain:0.115 Diagnosis:9ccs10:Immuniz/scrn:0.112 Diagnosis:9ccs70:Schizo/rl dx:0.083 Diagnosis:9ccs217:Ot cong anom:0.083 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.083 Maternal Maternal Lab History: BUN-postPregnancy:-0.081 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.071 Maternal Vital: Ht-postPregnancy:-0.071 Diagnosis:9ccs221:Resp distres:0.071 Maternal Diagnosis:9ccs24:Breast cancr:0.071 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth | coef 0.003 95% CI: [-0.000 , 0.005] | OR_adj 1.003 [1.000 1.005] | occ: 1053 | OR_unadj: 1.251 [0.935 1.674] | indivs AUC:0.578 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.299 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.296 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.278 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.277 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.270 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.269 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.250 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.249 * Diagnosis:9ccs58:Ot nutrit dx | coef 0.003 95% CI: [-0.002 , 0.007] | OR_adj 1.003 [0.998 1.007] | occ: 160 | OR_unadj: 1.600 [1.067 2.397] | indivs AUC:0.527 Correlated most with: Diagnosis:9ccs58:Ot nutrit dx:1.000 Number of Visits:0.140 Maternal Diagnosis:9ccs2619:e codes: other specified- nec:0.106 Diagnosis:9ccs74:Ot mentl cnd:0.102 Lab:294203 BILIRUBIN TOTAL - LMC:0.092 Diagnosis:9ccs256:Exam/eval:0.090 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.088 Diagnosis:9ccs253:Allergy:0.088 Diagnosis:9ccs155:Other GI dx:0.087 Diagnosis:9ccs134:Ot uppr resp:0.085 Maternal Maternal Lab History: BUN-postPregnancy | coef 0.003 95% CI: [-0.002 , 0.007] | OR_adj 1.003 [0.998 1.007] | occ: 117 | OR_unadj: 1.588 [0.846 2.979] | indivs AUC:0.462 Correlated most with: Maternal Maternal Lab History: BUN-postPregnancy:1.000 Maternal Maternal Lab History: SODIUM-postPregnancy:0.311 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.239 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.236 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.234 Maternal Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.224 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.202 Maternal Maternal Lab History: BUN-otherPregnancy:0.200 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.192 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.183 * Vital: BMI-avg10to13 | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 1380 | OR_unadj: 2.656 [2.025 3.483] | indivs AUC:0.689 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.112 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.101 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.091 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.091 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.080 Maternal Diagnosis:9ccs126:Ot up rsp in:0.079 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.074 Maternal Diagnosis:9ccs56:Cystic fibro:0.073 Diagnosis:9ccs242:Poisn ot med:0.072 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.071 Maternal Maternal Lab History: ESTRIOL-postPregnancy | coef 0.002 95% CI: [-0.002 , 0.007] | OR_adj 1.002 [0.998 1.007] | occ: 164 | OR_unadj: 1.485 [0.828 2.663] | indivs AUC:0.531 Correlated most with: Maternal Maternal Lab History: ESTRIOL-postPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.458 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.253 Maternal Maternal Lab History: APF MoM-postPregnancy:0.230 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.199 Diagnosis:9ccs233:Intracrn inj:-0.178 Maternal Maternal Lab History: INHMOM-postPregnancy:0.175 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.171 Newborn Diagnosis:9ccs5:HIV infectn:-0.170 Diagnosis:9ccs252:Fatigue:0.157 Diagnosis:9ccs91:Other eye dx | coef -0.002 95% CI: [-0.007 , 0.002] | OR_adj 0.998 [0.993 1.002] | occ: 140 | OR_unadj: 0.818 [0.490 1.368] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs91:Other eye dx:1.000 Diagnosis:9ccs89:Blindness:0.284 Diagnosis:9ccs217:Ot cong anom:0.181 Number of Visits:0.151 Diagnosis:9ccs155:Other GI dx:0.113 Diagnosis:9ccs90:Eye infectn:0.101 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.093 Diagnosis:9ccs10:Immuniz/scrn:0.086 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.083 Diagnosis:9ccs233:Intracrn inj:0.081 Vital: Wt Change-avg10to13 | coef 0.002 95% CI: [-0.001 , 0.006] | OR_adj 1.002 [0.999 1.006] | occ: 631 | OR_unadj: 1.185 [0.802 1.752] | indivs AUC:0.443 Correlated most with: Maternal Maternal Procedure History:J7300-postPregnancy:0.114 Maternal Diagnosis:9ccs133:Oth low resp:0.107 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.102 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.096 Diagnosis:9ccs256:Exam/eval:0.095 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.093 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.091 Maternal Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:-0.091 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.089 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.086 Vital: Wt for Length ZScore-gain1to5 | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 1394 | OR_unadj: 1.181 [0.903 1.546] | indivs AUC:0.536 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:0.133 Newborn Diagnosis:9ccs219:Low birth wt:0.111 Diagnosis:9ccs147:Anal/rectal:0.103 Maternal Diagnosis:9ccs47:Ot bnign neo:0.094 Diagnosis:9ccs219:Low birth wt:0.092 Lab:306025 PPD:0.089 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:-0.086 Maternal Diagnosis:9ccs185:Long pregncy:-0.086 Maternal Maternal Procedure History:81025-otherPregnancy:0.085 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.082 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.002 95% CI: [-0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 1057 | OR_unadj: 1.438 [1.084 1.906] | indivs AUC:0.568 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.991 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.521 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.520 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.495 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.493 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.475 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.474 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.397 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.397 Vital: RR-avg0to1 | coef -0.002 95% CI: [-0.005 , 0.002] | OR_adj 0.998 [0.995 1.002] | occ: 140 | OR_unadj: 0.974 [0.474 2.002] | indivs AUC:0.496 Correlated most with: Maternal Diagnosis:9ccs168:PID:0.133 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:-0.123 Maternal Diagnosis:9ccs204:Ot joint dx:-0.122 Maternal Diagnosis:9ccs46:Bnign ut neo:-0.114 Maternal Diagnosis:9ccs210:SLE:-0.111 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.109 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.093 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.086 Maternal Maternal Lab History: LH-postPregnancy:0.082 Diagnosis:9ccs224:Ot perint dx:0.079 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.002 95% CI: [-0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 1055 | OR_unadj: 1.153 [0.870 1.529] | indivs AUC:0.515 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.999 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.277 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.276 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.188 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.188 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.164 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.164 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.153 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.153 * Vital: BMI-avg5to7 | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 1293 | OR_unadj: 2.167 [1.657 2.835] | indivs AUC:0.634 Correlated most with: Maternal Vital: SpO2-postPregnancy:-0.110 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.105 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.104 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.099 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.090 Diagnosis:9ccs238:Complic proc:-0.089 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.089 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.089 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.087 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.084 Vital: HR-avg3to5 | coef 0.002 95% CI: [-0.001 , 0.004] | OR_adj 1.002 [0.999 1.004] | occ: 237 | OR_unadj: 0.904 [0.524 1.561] | indivs AUC:0.523 Correlated most with: Newborn Diagnosis:9ccs133:Oth low resp:0.222 Maternal Maternal Procedure History:90658-postPregnancy:-0.121 Maternal Diagnosis:9ccs102:Chest pain:0.117 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.113 Maternal Diagnosis:9ccs98:HTN:0.111 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.102 Newborn Diagnosis:9ccs256:Exam/eval:0.091 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:-0.089 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.082 Diagnosis:9ccs167:Breast dx:0.081 Newborn Diagnosis:9ccs224:Ot perint dx | coef -0.002 95% CI: [-0.005 , 0.002] | OR_adj 0.998 [0.995 1.002] | occ: 491 | OR_unadj: 0.892 [0.662 1.202] | indivs AUC:0.481 Correlated most with: Newborn Diagnosis:9ccs224:Ot perint dx:1.000 Maternal Diagnosis:9ccs185:Long pregncy:0.438 Newborn Diagnosis:9ccs96:Hrt valve dx:0.129 Newborn Diagnosis:9ccs256:Exam/eval:0.127 Newborn Diagnosis:9ccs222:Perint jaund:0.105 Maternal Diagnosis:9ccs195:Ot compl bir:0.101 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.101 Newborn Diagnosis:9ccs95:Oth nerv dx:0.085 Diagnosis:9ccs253:Allergy:-0.080 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.070 Diagnosis:9ccs253:Allergy | coef 0.002 95% CI: [-0.002 , 0.005] | OR_adj 1.002 [0.998 1.005] | occ: 840 | OR_unadj: 0.970 [0.744 1.266] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs253:Allergy:1.000 Number of Visits:0.271 Diagnosis:9ccs255:Social admin:0.212 Diagnosis:9ccs200:Oth skin dx:0.201 Diagnosis:9ccs10:Immuniz/scrn:0.179 Diagnosis:9ccs4:Mycoses:0.177 Diagnosis:9ccs126:Ot up rsp in:0.157 Diagnosis:9ccs257:Ot aftercare:0.157 Diagnosis:9ccs7:Viral infect:0.155 Diagnosis:9ccs239:Superfic inj:0.139 Diagnosis:9ccs256:Exam/eval | coef -0.002 95% CI: [-0.004 , 0.001] | OR_adj 0.998 [0.996 1.001] | occ: 129 | OR_unadj: 0.612 [0.339 1.102] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs256:Exam/eval:1.000 Number of Visits:0.179 Diagnosis:9ccs133:Oth low resp:0.146 Diagnosis:9ccs200:Oth skin dx:0.140 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.126 Diagnosis:9ccs239:Superfic inj:0.120 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.117 Diagnosis:9ccs155:Other GI dx:0.112 Maternal Maternal Procedure History:99401-otherPregnancy:0.100 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.099 Vital: Wt for Len Percentile-gain5to10 | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 1245 | OR_unadj: 0.990 [0.750 1.306] | indivs AUC:0.481 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:0.105 Maternal Diagnosis:9ccs200:Oth skin dx:-0.097 Lab:292495 LEAD LEVEL - Sunrise:0.094 Maternal Diagnosis:9ccs184:Early labor:0.093 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.086 Maternal Diagnosis:9ccs198:Ot infl skin:0.085 Maternal Diagnosis:9ccs117:Ot circul dx:-0.083 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.077 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.075 Maternal Diagnosis:9ccs60:Acut p-h anm:0.073 * Vital: Wt-avg5to7 | coef -0.002 95% CI: [-0.006 , 0.002] | OR_adj 0.998 [0.994 1.002] | occ: 1315 | OR_unadj: 2.102 [1.606 2.750] | indivs AUC:0.606 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.190 Maternal Diagnosis:9ccs184:Early labor:-0.126 Diagnosis:9ccs238:Complic proc:-0.108 Newborn Diagnosis:9ccs221:Resp distres:-0.103 Maternal Diagnosis:9ccs185:Long pregncy:0.102 Maternal Vital: SpO2-postPregnancy:-0.094 Diagnosis:9ccs219:Low birth wt:-0.091 Maternal Vital: Wt-postPregnancy:0.091 Newborn Diagnosis:9ccs59:Anemia:-0.084 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.084 * Vital: BMI-avg7to10 | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 1333 | OR_unadj: 2.458 [1.877 3.218] | indivs AUC:0.623 Correlated most with: Diagnosis:9ccs120:Hemmorhoids:0.117 Maternal Maternal Procedure History:90472-postPregnancy:0.103 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.097 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.094 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.094 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.085 Maternal Maternal Procedure History:81025-postPregnancy:0.084 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.082 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.081 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.080 Diagnosis:9ccs74:Ot mentl cnd | coef -0.002 95% CI: [-0.005 , 0.002] | OR_adj 0.998 [0.995 1.002] | occ: 146 | OR_unadj: 1.311 [0.844 2.037] | indivs AUC:0.543 Correlated most with: Diagnosis:9ccs74:Ot mentl cnd:1.000 Diagnosis:9ccs95:Oth nerv dx:0.195 Diagnosis:9ccs113:Late eff CVD:0.180 Number of Visits:0.177 Newborn Diagnosis:9ccs219:Low birth wt:0.126 Diagnosis:9ccs159:UTI:0.115 Diagnosis:9ccs94:Other ear dx:0.111 Diagnosis:9ccs58:Ot nutrit dx:0.102 Diagnosis:9ccs238:Complic proc:0.100 Diagnosis:9ccs217:Ot cong anom:0.099 Diagnosis:9ccs92:Otitis media | coef -0.002 95% CI: [-0.004 , 0.001] | OR_adj 0.998 [0.996 1.001] | occ: 737 | OR_unadj: 1.137 [0.871 1.485] | indivs AUC:0.553 Correlated most with: Diagnosis:9ccs92:Otitis media:1.000 Number of Visits:0.408 Diagnosis:9ccs126:Ot up rsp in:0.337 Diagnosis:9ccs90:Eye infectn:0.231 Diagnosis:9ccs125:Bronchitis:0.228 Diagnosis:9ccs257:Ot aftercare:0.226 Diagnosis:9ccs255:Social admin:0.192 Diagnosis:9ccs10:Immuniz/scrn:0.191 Diagnosis:9ccs135:Intest infct:0.183 Diagnosis:9ccs7:Viral infect:0.174 Vital: BMI-gain5to10 | coef -0.002 95% CI: [-0.003 , 0.000] | OR_adj 0.998 [0.997 1.000] | occ: 1455 | OR_unadj: 1.104 [0.834 1.462] | indivs AUC:0.488 Correlated most with: Maternal Diagnosis:9ccs200:Oth skin dx:-0.110 Lab:292495 LEAD LEVEL - Sunrise:0.095 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.087 Diagnosis:9ccs236:Opn wnd extr:0.085 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:0.084 Maternal Diagnosis:9ccs198:Ot infl skin:0.078 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.077 Maternal Diagnosis:9ccs143:Abdom hernia:0.077 Maternal Diagnosis:9ccs149:Biliary dx:0.073 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.072 * Vital: Wt-avg3to5 | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 1316 | OR_unadj: 1.676 [1.282 2.190] | indivs AUC:0.597 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.220 Maternal Diagnosis:9ccs184:Early labor:-0.140 Maternal Diagnosis:9ccs185:Long pregncy:0.136 Diagnosis:9ccs219:Low birth wt:-0.108 Maternal Vital: Wt-postPregnancy:0.096 Maternal Diagnosis:9ccs128:Asthma:-0.094 Diagnosis:9ccs87:Retinal dx:-0.092 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.091 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.089 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:0.087 Diagnosis:9ccs155:Other GI dx | coef 0.002 95% CI: [-0.001 , 0.004] | OR_adj 1.002 [0.999 1.004] | occ: 446 | OR_unadj: 0.796 [0.581 1.090] | indivs AUC:0.428 Correlated most with: Diagnosis:9ccs155:Other GI dx:1.000 Number of Visits:0.304 Diagnosis:9ccs200:Oth skin dx:0.168 Diagnosis:9ccs7:Viral infect:0.153 Diagnosis:9ccs126:Ot up rsp in:0.144 Diagnosis:9ccs239:Superfic inj:0.136 Diagnosis:9ccs10:Immuniz/scrn:0.130 Diagnosis:9ccs250:Nausea/vomit:0.124 Diagnosis:9ccs133:Oth low resp:0.116 Diagnosis:9ccs91:Other eye dx:0.113 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy | coef -0.002 95% CI: [-0.004 , 0.001] | OR_adj 0.998 [0.996 1.001] | occ: 282 | OR_unadj: 0.738 [0.443 1.231] | indivs AUC:0.471 Correlated most with: Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:1.000 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:0.261 Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.226 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.205 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.202 Maternal Maternal Lab History: WBC-postPregnancy:-0.186 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:-0.175 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:-0.146 Maternal Maternal Lab History: URINE KETONES-postPregnancy:-0.132 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:-0.129 Vital: Ht-gain3to7 | coef 0.002 95% CI: [-0.001 , 0.004] | OR_adj 1.002 [0.999 1.004] | occ: 1405 | OR_unadj: 1.120 [0.858 1.461] | indivs AUC:0.523 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:-0.091 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.087 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:0.083 Diagnosis:9ccs236:Opn wnd extr:-0.083 Diagnosis:9ccs246:FUO:0.081 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.080 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:-0.079 Maternal Maternal Procedure History:86580-postPregnancy:-0.073 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.072 Diagnosis:9ccs240:Burns:-0.071 Maternal Diagnosis:9ccs193:OB-related perin trauma | coef 0.001 95% CI: [-0.001 , 0.004] | OR_adj 1.001 [0.999 1.004] | occ: 695 | OR_unadj: 0.781 [0.592 1.029] | indivs AUC:0.462 Correlated most with: Maternal Diagnosis:9ccs193:OB-related perin trauma:1.000 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.327 Maternal Diagnosis:9ccs187:Malposition:-0.183 Maternal Diagnosis:9ccs176:Contraceptiv:-0.123 Maternal Diagnosis:9ccs195:Ot compl bir:-0.120 MatDeliveryAge:-0.114 Maternal Diagnosis:9ccs184:Early labor:-0.108 Newborn Diagnosis:9ccs219:Low birth wt:-0.095 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:-0.088 Newborn Diagnosis:9ccs222:Perint jaund:-0.081 Maternal Maternal Lab History: CALCIUM-postPregnancy | coef -0.001 95% CI: [-0.004 , 0.001] | OR_adj 0.999 [0.996 1.001] | occ: 332 | OR_unadj: 0.847 [0.539 1.330] | indivs AUC:0.507 Correlated most with: Maternal Maternal Lab History: CALCIUM-postPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.582 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.538 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.342 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.300 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.275 Maternal Maternal Lab History: SODIUM-postPregnancy:0.273 Maternal Maternal Lab History: PTT-postPregnancy:0.271 Maternal Maternal Lab History: LDH-postPregnancy:-0.266 Maternal Maternal Lab History: INR-postPregnancy:0.255 * Maternal Diagnosis:9ccs189:Prev c-sectn | coef 0.001 95% CI: [-0.001 , 0.004] | OR_adj 1.001 [0.999 1.004] | occ: 275 | OR_unadj: 1.564 [1.125 2.174] | indivs AUC:0.540 Correlated most with: Maternal Diagnosis:9ccs189:Prev c-sectn:1.000 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.327 Maternal Diagnosis:9ccs176:Contraceptiv:0.239 MatDeliveryAge:0.175 Maternal Diagnosis:9ccs168:PID:0.156 Maternal Diagnosis:9ccs190:Fetal distrs:-0.147 Maternal Diagnosis:9ccs185:Long pregncy:-0.140 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.103 Newborn Diagnosis:9ccs224:Ot perint dx:-0.101 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.096 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy | coef -0.001 95% CI: [-0.004 , 0.001] | OR_adj 0.999 [0.996 1.001] | occ: 490 | OR_unadj: 0.750 [0.489 1.148] | indivs AUC:0.470 Correlated most with: Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:1.000 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.521 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.258 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.239 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.193 Maternal Maternal Lab History: MONOS-postPregnancy:0.186 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.157 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.136 Maternal Maternal Lab History: BUN-postPregnancy:0.128 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.126 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth | coef -0.001 95% CI: [-0.003 , 0.000] | OR_adj 0.999 [0.997 1.000] | occ: 1010 | OR_unadj: 0.881 [0.647 1.199] | indivs AUC:0.494 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.587 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.586 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.582 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.581 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.482 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.481 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.475 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.474 Vital: Ht-avg5to7 | coef -0.001 95% CI: [-0.003 , 0.001] | OR_adj 0.999 [0.997 1.001] | occ: 1293 | OR_unadj: 1.103 [0.839 1.451] | indivs AUC:0.484 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.219 Maternal Diagnosis:9ccs184:Early labor:-0.170 Maternal Diagnosis:9ccs193:OB-related perin trauma:0.118 Newborn Diagnosis:9ccs221:Resp distres:-0.116 Diagnosis:9ccs87:Retinal dx:-0.106 Maternal Vital: Ht-postPregnancy:0.102 Maternal Diagnosis:9ccs185:Long pregncy:0.090 Newborn Diagnosis:9ccs222:Perint jaund:-0.087 Maternal Maternal Lab History: TRANSFERRIN-postPregnancy:-0.086 Maternal Diagnosis:9ccs259:Unclassified:-0.085 Vital: Ht-avg10to13 | coef -0.001 95% CI: [-0.004 , 0.001] | OR_adj 0.999 [0.996 1.001] | occ: 1381 | OR_unadj: 1.307 [0.998 1.712] | indivs AUC:0.544 Correlated most with: Maternal Vital: Ht-postPregnancy:0.122 Newborn Diagnosis:9ccs219:Low birth wt:-0.118 Maternal Diagnosis:9ccs185:Long pregncy:0.102 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.091 Maternal Vital: Ht-otherPregnancy:0.083 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.081 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.081 Maternal Vital: Wt-postPregnancy:0.080 Maternal Diagnosis:9ccs184:Early labor:-0.079 Diagnosis:9ccs87:Retinal dx:-0.075 * Vital: Wt-gain3to7 | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 1439 | OR_unadj: 1.333 [1.022 1.740] | indivs AUC:0.560 Correlated most with: Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:0.115 Diagnosis:9ccs236:Opn wnd extr:-0.093 Lab:292495 LEAD LEVEL - Sunrise:-0.091 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.086 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:0.084 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.083 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.083 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.082 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.078 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.077 * Vital: BMI-avg3to5 | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 1296 | OR_unadj: 1.871 [1.431 2.447] | indivs AUC:0.611 Correlated most with: Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.108 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.104 Maternal Maternal Lab History: INHMOM-postPregnancy:0.101 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.099 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.094 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.094 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.093 Maternal Vital: Wt-postPregnancy:0.085 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.085 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.085 Diagnosis:9ccs197:Skin infectn | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 171 | OR_unadj: 1.339 [0.889 2.017] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs197:Skin infectn:1.000 Maternal Diagnosis:9ccs133:Oth low resp:0.103 Number of Visits:0.102 Diagnosis:9ccs92:Otitis media:0.090 Diagnosis:9ccs136:Teeth dx:0.088 Diagnosis:9ccs137:Mouth dx:0.083 Diagnosis:9ccs239:Superfic inj:0.080 Diagnosis:9ccs229:Fx arm:0.079 Diagnosis:9ccs2:Septicemia:0.079 Diagnosis:9ccs90:Eye infectn:0.077 Vital: Ht Percentile-gain16to24 | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.554 Correlated most with: Diagnosis:9ccs0:No DX:0.102 Diagnosis:9ccs258:Other screen:-0.095 Maternal Maternal Procedure History:90772-postPregnancy:-0.087 Maternal Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.087 Maternal Maternal Procedure History:90663-postPregnancy:0.083 Maternal Maternal Procedure History:90470-postPregnancy:0.083 Maternal Maternal Procedure History:J1055-postPregnancy:-0.082 Diagnosis:9ccs51:Ot endo dsor:-0.076 Lab:296169 RETICULOCYTE COUNT- LMC:-0.074 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.073 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 1057 | OR_unadj: 0.956 [0.714 1.280] | indivs AUC:0.483 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.696 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.694 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.655 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.654 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.635 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.634 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.351 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.350 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy | coef 0.001 95% CI: [-0.001 , 0.004] | OR_adj 1.001 [0.999 1.004] | occ: 131 | OR_unadj: 1.045 [0.525 2.080] | indivs AUC:0.483 Correlated most with: Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.285 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.278 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.263 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.184 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.154 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.154 Maternal Maternal Procedure History:99211-otherPregnancy:0.151 Maternal Maternal Lab History: TSH-postPregnancy:-0.144 Maternal Vital: BP-otherPregnancy:0.139 Maternal Maternal Lab History: ABS LYMPH-postPregnancy | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 487 | OR_unadj: 1.043 [0.714 1.524] | indivs AUC:0.475 Correlated most with: Maternal Maternal Lab History: ABS LYMPH-postPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.588 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.526 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.364 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.247 Maternal Maternal Lab History: RBC-postPregnancy:0.214 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.213 Maternal Maternal Lab History: WBC-postPregnancy:0.197 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.186 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.181 Vital: Wt Percentile-gain16to24 | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 961 | OR_unadj: 1.048 [0.733 1.496] | indivs AUC:0.531 Correlated most with: Maternal Diagnosis:9ccs138:Esophgeal dx:-0.094 Maternal Vital: BMI-otherPregnancy:-0.092 Maternal Vital: Wt Change-otherPregnancy:0.085 Diagnosis:9ccs0:No DX:0.084 Diagnosis:9ccs74:Ot mentl cnd:0.077 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.074 Maternal Diagnosis:9ccs50:DiabMel w/cm:-0.073 Diagnosis:9ccs233:Intracrn inj:0.072 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.071 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.071 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy | coef 0.001 95% CI: [-0.001 , 0.004] | OR_adj 1.001 [0.999 1.004] | occ: 30 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.507 Correlated most with: Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.526 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.521 Maternal Maternal Lab History: LIPASE-otherPregnancy:0.492 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.438 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.391 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.316 Maternal Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.315 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.234 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.207 Maternal Maternal Procedure History:90656-postPregnancy | coef 0.001 95% CI: [-0.001 , 0.004] | OR_adj 1.001 [0.999 1.004] | occ: 68 | OR_unadj: nan [ nan nan] | indivs AUC:0.511 Correlated most with: Maternal Maternal Procedure History:90656-postPregnancy:1.000 Maternal Maternal Lab History: FOLATE-postPregnancy:-0.295 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.268 Maternal Maternal Procedure History:97035-postPregnancy:-0.253 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.253 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.235 Maternal Maternal Procedure History:97001-postPregnancy:0.233 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.197 Newborn Diagnosis:9ccs191:Amnios dx:0.179 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.165 * Vital: Wt Percentile-latest | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1028 | OR_unadj: 2.134 [1.631 2.792] | indivs AUC:0.737 Correlated most with: Maternal Vital: Wt-postPregnancy:0.090 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088 Diagnosis:9ccs48:Thyroid dsor:-0.087 Maternal Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:-0.082 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.080 Newborn Diagnosis:9ccs5:HIV infectn:-0.079 Maternal Vital: Ht-postPregnancy:0.074 Maternal Diagnosis:9ccs53:Hyperlipidem:-0.073 Newborn Diagnosis:9ccs59:Anemia:-0.072 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.072 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 1056 | OR_unadj: 1.052 [0.778 1.422] | indivs AUC:0.441 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.999 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.930 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.928 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.769 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.767 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.706 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.704 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.664 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.663 Maternal Maternal Procedure History:81000-otherPregnancy | coef 0.001 95% CI: [-0.001 , 0.004] | OR_adj 1.001 [0.999 1.004] | occ: 314 | OR_unadj: 1.065 [0.679 1.670] | indivs AUC:0.502 Correlated most with: Maternal Maternal Procedure History:81000-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.654 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.376 Maternal Maternal Procedure History:99401-otherPregnancy:0.329 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.324 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.249 Maternal Maternal Procedure History:81000-postPregnancy:0.220 Maternal Maternal Procedure History:90656-otherPregnancy:-0.219 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.215 Maternal Maternal Lab History: TSH-otherPregnancy:-0.212 Vital: Wt for Length ZScore-gain10to16 | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 1476 | OR_unadj: 1.137 [0.870 1.485] | indivs AUC:0.558 Correlated most with: Maternal Diagnosis:9ccs200:Oth skin dx:0.111 Diagnosis:9ccs199:Ulcer skin:-0.083 Diagnosis:9ccs5:HIV infectn:-0.078 Diagnosis:9ccs120:Hemmorhoids:-0.071 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.070 Diagnosis:9ccs118:Phlebitis:0.069 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.068 Maternal Diagnosis:9ccs5:HIV infectn:-0.067 Maternal Diagnosis:9ccs198:Ot infl skin:-0.065 Diagnosis:9ccs16:Liver/ibd ca:0.064 Vital: Temp-avg0to1 | coef -0.001 95% CI: [-0.006 , 0.003] | OR_adj 0.999 [0.994 1.003] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.490 Correlated most with: Maternal Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:-0.099 Diagnosis:9ccs126:Ot up rsp in:0.092 Maternal Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:0.074 Diagnosis:9ccs118:Phlebitis:0.071 Maternal Maternal Procedure History:81025-postPregnancy:-0.065 Maternal Maternal Procedure History:J1055-postPregnancy:-0.065 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:0.064 Newborn Diagnosis:9ccs214:GI cong anom:-0.064 Diagnosis:9ccs76:Meningitis:0.063 Diagnosis:9ccs216:Nerv cong an:0.063 Vital: HC-gain3to7 | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 1310 | OR_unadj: 1.076 [0.825 1.404] | indivs AUC:0.578 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.075 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.073 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:0.072 Lab:292495 LEAD LEVEL - Sunrise:-0.071 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:-0.070 Diagnosis:9ccs246:FUO:0.070 Diagnosis:9ccs236:Opn wnd extr:-0.069 Diagnosis:9ccs196:Nml preg/del:0.069 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-otherPregnancy:0.068 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:-0.068 Maternal Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy | coef -0.001 95% CI: [-0.003 , 0.001] | OR_adj 0.999 [0.997 1.001] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.203 Maternal Diagnosis:9ccs168:PID:0.171 Diagnosis:9ccs48:Thyroid dsor:-0.167 Maternal Maternal Procedure History:90656-postPregnancy:-0.146 Diagnosis:9ccs55:Fluid/elc dx:-0.106 Newborn Diagnosis:9ccs213:Cardiac anom:-0.103 Diagnosis:9ccs83:Epilepsy/cnv:-0.100 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.093 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.093 * Vital: Wt-avg7to10 | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 1355 | OR_unadj: 2.480 [1.894 3.248] | indivs AUC:0.633 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.112 Maternal Vital: Wt-postPregnancy:0.107 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.102 Maternal Diagnosis:9ccs185:Long pregncy:0.094 Diagnosis:9ccs219:Low birth wt:-0.091 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.088 Diagnosis:9ccs87:Retinal dx:-0.085 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.084 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.083 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.082 * Vital: HC-avg10to13 | coef 0.001 95% CI: [-0.002 , 0.004] | OR_adj 1.001 [0.998 1.004] | occ: 1158 | OR_unadj: 1.481 [1.134 1.934] | indivs AUC:0.587 Correlated most with: Newborn Diagnosis:9ccs5:HIV infectn:-0.099 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.093 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.088 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.080 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.080 Diagnosis:9ccs132:Lung externl:-0.075 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.074 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.072 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:-0.070 Maternal Maternal Lab History: AST-postPregnancy:-0.070 * Vital: Wt for Len Percentile-avg5to7 | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 966 | OR_unadj: 1.961 [1.497 2.571] | indivs AUC:0.562 Correlated most with: Maternal Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:0.070 Maternal Maternal Lab History: ANION GAP-otherPregnancy:-0.067 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.066 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.065 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.065 Diagnosis:9ccs222:Perint jaund:-0.059 Diagnosis:9ccs75:Hx mental dx:0.058 Maternal Diagnosis:9ccs200:Oth skin dx:0.057 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.057 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:-0.056 * Vital: Wt for Len Percentile-gain0to24 | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 1335 | OR_unadj: 3.367 [2.548 4.450] | indivs AUC:0.775 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.098 Maternal Vital: Wt-postPregnancy:0.087 Diagnosis:9ccs259:Unclassified:-0.084 Maternal Vital: Wt-otherPregnancy:0.077 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071 Maternal Diagnosis:9ccs182:Hemorr preg:-0.069 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.068 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:-0.067 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.066 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.065 Vital: Wt Change-avg1to3 | coef -0.001 95% CI: [-0.002 , 0.000] | OR_adj 0.999 [0.998 1.000] | occ: 329 | OR_unadj: 1.015 [0.648 1.588] | indivs AUC:0.511 Correlated most with: Maternal Diagnosis:9ccs1:Tuberculosis:-0.178 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.141 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.139 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.128 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.118 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.117 Maternal Maternal Diagnosis:10ccs4:Mycoses-postPregnancy:0.114 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.109 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:-0.104 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:0.104 * Diagnosis:9ccs200:Oth skin dx | coef -0.001 95% CI: [-0.003 , 0.001] | OR_adj 0.999 [0.997 1.001] | occ: 461 | OR_unadj: 0.717 [0.522 0.985] | indivs AUC:0.465 Correlated most with: Diagnosis:9ccs200:Oth skin dx:1.000 Number of Visits:0.231 Diagnosis:9ccs253:Allergy:0.201 Diagnosis:9ccs155:Other GI dx:0.168 Diagnosis:9ccs7:Viral infect:0.158 Diagnosis:9ccs256:Exam/eval:0.140 Diagnosis:9ccs239:Superfic inj:0.138 Diagnosis:9ccs126:Ot up rsp in:0.119 Diagnosis:9ccs255:Social admin:0.113 Diagnosis:9ccs10:Immuniz/scrn:0.106 Maternal Maternal Lab History: SODIUM-otherPregnancy | coef -0.001 95% CI: [-0.003 , 0.001] | OR_adj 0.999 [0.997 1.001] | occ: 222 | OR_unadj: 1.020 [0.598 1.741] | indivs AUC:0.497 Correlated most with: Maternal Maternal Lab History: SODIUM-otherPregnancy:1.000 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:0.449 Maternal Maternal Lab History: SODIUM-postPregnancy:0.265 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.264 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.216 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.188 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.173 Newborn Diagnosis:9ccs5:HIV infectn:-0.146 Maternal Maternal Lab History: MCH-otherPregnancy:0.146 Maternal Diagnosis:9ccs175:Ot femal gen:-0.141 * Newborn Diagnosis:9ccs256:Exam/eval | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 105 | OR_unadj: 1.637 [1.010 2.653] | indivs AUC:0.517 Correlated most with: Newborn Diagnosis:9ccs256:Exam/eval:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.306 Maternal Diagnosis:9ccs184:Early labor:0.225 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.206 Newborn Diagnosis:9ccs221:Resp distres:0.197 Newborn Diagnosis:9ccs222:Perint jaund:0.192 Diagnosis:9ccs219:Low birth wt:0.187 Maternal Diagnosis:9ccs191:Amnios dx:0.181 Maternal Diagnosis:9ccs195:Ot compl bir:0.154 Newborn Diagnosis:9ccs224:Ot perint dx:0.127 Diagnosis:9ccs125:Bronchitis | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 394 | OR_unadj: 0.939 [0.683 1.292] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs125:Bronchitis:1.000 Number of Visits:0.248 Diagnosis:9ccs128:Asthma:0.241 Diagnosis:9ccs92:Otitis media:0.228 Diagnosis:9ccs257:Ot aftercare:0.216 Diagnosis:9ccs126:Ot up rsp in:0.165 Diagnosis:9ccs122:Pneumonia:0.164 Diagnosis:9ccs7:Viral infect:0.159 Diagnosis:9ccs133:Oth low resp:0.156 Diagnosis:9ccs135:Intest infct:0.131 Vital: BMI-gain13to19 | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 1431 | OR_unadj: 0.840 [0.643 1.097] | indivs AUC:0.566 Correlated most with: Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:-0.084 Maternal Diagnosis:9ccs250:Nausea/vomit:-0.071 Maternal Vital: Wt Percentile-otherPregnancy:0.067 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.066 Diagnosis:9ccs163:Other GU dx:0.065 Maternal Maternal Procedure History:86703-postPregnancy:-0.065 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.064 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.061 Maternal Diagnosis:9ccs3:Oth bact inf:0.061 Maternal Maternal Lab History: FERRITIN-otherPregnancy:-0.061 Vital: HR-avg7to10 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 420 | OR_unadj: 0.906 [0.585 1.403] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs106:Dysrhythmia:0.125 Maternal Diagnosis:9ccs187:Malposition:0.100 Maternal Diagnosis:9ccs1:Tuberculosis:-0.092 Lab:292208 CBC/DIFF/PLT - Sunrise:-0.089 Diagnosis:9ccs10:Immuniz/scrn:0.089 Maternal Maternal Lab History: LH-postPregnancy:-0.087 Diagnosis:9ccs217:Ot cong anom:0.086 Diagnosis:9ccs231:Oth fracture:0.083 Maternal Diagnosis:9ccs217:Ot cong anom:-0.083 Maternal Maternal Lab History: RETICULOCYTES-postPregnancy:-0.082 * Vital: Wt-gain16to24 | coef -0.001 95% CI: [-0.002 , 0.000] | OR_adj 0.999 [0.998 1.000] | occ: 1425 | OR_unadj: 2.121 [1.581 2.845] | indivs AUC:0.582 Correlated most with: Maternal Diagnosis:9ccs189:Prev c-sectn:0.082 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.081 Maternal Maternal Lab History: PATIENT-postPregnancy:0.080 Maternal Maternal Lab History: APTT-postPregnancy:0.080 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.077 Maternal Diagnosis:9ccs138:Esophgeal dx:-0.076 Newborn Diagnosis:9ccs133:Oth low resp:-0.076 Number of Visits:-0.074 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.070 Maternal Maternal Procedure History:86703-postPregnancy:0.070 Diagnosis:9ccs133:Oth low resp | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 189 | OR_unadj: 0.638 [0.393 1.036] | indivs AUC:0.466 Correlated most with: Diagnosis:9ccs133:Oth low resp:1.000 Number of Visits:0.337 Diagnosis:9ccs128:Asthma:0.220 Diagnosis:9ccs7:Viral infect:0.182 Diagnosis:9ccs126:Ot up rsp in:0.167 Diagnosis:9ccs127:COPD:0.166 Diagnosis:9ccs122:Pneumonia:0.161 Diagnosis:9ccs125:Bronchitis:0.156 Diagnosis:9ccs257:Ot aftercare:0.147 Diagnosis:9ccs256:Exam/eval:0.146 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 281 | OR_unadj: 1.080 [0.683 1.709] | indivs AUC:0.522 Correlated most with: Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.928 Maternal Maternal Lab History: RBC-otherPregnancy:0.652 Maternal Maternal Lab History: MCV-otherPregnancy:0.361 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.335 Maternal Maternal Lab History: RDW-otherPregnancy:-0.333 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.323 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.307 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.292 Maternal Maternal Lab History: MCH-otherPregnancy:0.281 Maternal Maternal Procedure History:81025-postPregnancy | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 192 | OR_unadj: 1.195 [0.632 2.260] | indivs AUC:0.499 Correlated most with: Maternal Maternal Procedure History:81025-postPregnancy:1.000 Maternal Maternal Procedure History:J1055-postPregnancy:0.361 Maternal Maternal Procedure History:90772-postPregnancy:0.339 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.273 Maternal Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:-0.210 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.169 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.165 Maternal Maternal Procedure History:90746-postPregnancy:-0.157 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.155 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.151 Maternal Maternal Lab History: INHMOM-postPregnancy | coef -0.001 95% CI: [-0.003 , 0.001] | OR_adj 0.999 [0.997 1.001] | occ: 54 | OR_unadj: 1.331 [0.444 3.987] | indivs AUC:0.521 Correlated most with: Maternal Maternal Lab History: INHMOM-postPregnancy:1.000 Maternal Maternal Lab History: APF MoM-postPregnancy:0.367 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.322 Maternal Maternal Lab History: HCG-postPregnancy:0.271 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.268 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.266 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.261 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.231 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.224 Maternal Maternal Lab History: PAPP-A-postPregnancy:0.217 Diagnosis:9ccs0:No DX | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 84 | OR_unadj: 0.664 [0.328 1.344] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs0:No DX:1.000 Diagnosis:9ccs49:DiabMel no c:0.106 Maternal Diagnosis:9ccs47:Ot bnign neo:0.106 Diagnosis:9ccs10:Immuniz/scrn:0.104 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.102 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.099 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.099 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:0.096 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.091 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.085 Vital: BMI-gain3to7 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1430 | OR_unadj: 1.091 [0.835 1.425] | indivs AUC:0.512 Correlated most with: Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:0.106 Lab:292495 LEAD LEVEL - Sunrise:-0.095 Diagnosis:9ccs236:Opn wnd extr:-0.087 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.084 Diagnosis:9ccs246:FUO:0.081 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.081 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:0.081 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.080 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.079 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.079 Vital: BMI Percentile-gain16to24 | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 241 | OR_unadj: 1.517 [0.978 2.352] | indivs AUC:0.523 Correlated most with: Newborn Diagnosis:9ccs59:Anemia:-0.129 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.129 Diagnosis:9ccs259:Unclassified:-0.114 Diagnosis:9ccs70:Schizo/rl dx:-0.103 Lab:296169 RETICULOCYTE COUNT- LMC:0.091 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.081 Diagnosis:9ccs196:Nml preg/del:-0.077 Maternal Maternal Diagnosis:10ccs172:Ovarian cyst-postPregnancy:0.075 Maternal Maternal Diagnosis:9ccs123:Influenza-postPregnancy:0.075 Maternal Diagnosis:9ccs138:Esophgeal dx:-0.074 Vital: BMI-gain1to5 | coef -0.001 95% CI: [-0.003 , 0.001] | OR_adj 0.999 [0.997 1.001] | occ: 1421 | OR_unadj: 1.007 [0.771 1.314] | indivs AUC:0.507 Correlated most with: Number of Visits:0.129 Maternal Maternal Lab History: LACTIC ACID-postPregnancy:-0.104 Diagnosis:9ccs126:Ot up rsp in:0.101 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.100 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:-0.081 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:-0.081 Maternal Vital: RR-otherPregnancy:0.081 Maternal Maternal Procedure History:90472-postPregnancy:0.078 Maternal Diagnosis:9ccs198:Ot infl skin:0.075 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.072 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth | coef -0.001 95% CI: [-0.003 , 0.001] | OR_adj 0.999 [0.997 1.001] | occ: 1057 | OR_unadj: 1.115 [0.833 1.493] | indivs AUC:0.511 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.997 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.947 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.945 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.769 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.768 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.759 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.757 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.713 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.711 Vital: HC-gain0to3 | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 1332 | OR_unadj: 0.871 [0.636 1.192] | indivs AUC:0.490 Correlated most with: Number of Visits:0.117 Maternal Maternal Lab History: INR-otherPregnancy:-0.090 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:-0.077 Diagnosis:9ccs126:Ot up rsp in:0.073 Maternal Diagnosis:9ccs7:Viral infect:-0.072 Diagnosis:9ccs137:Mouth dx:0.072 Diagnosis:9ccs49:DiabMel no c:-0.070 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:-0.069 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.069 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.068 * Vital: Ht-gain7to13 | coef -0.001 95% CI: [-0.002 , 0.000] | OR_adj 0.999 [0.998 1.000] | occ: 1451 | OR_unadj: 1.379 [1.027 1.851] | indivs AUC:0.532 Correlated most with: Maternal Diagnosis:9ccs200:Oth skin dx:0.105 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:-0.103 Maternal Diagnosis:9ccs69:Affective dx:-0.090 Maternal Maternal Procedure History:86580-postPregnancy:-0.077 Diagnosis:9ccs232:Sprain:-0.066 Maternal Maternal Procedure History:36416-postPregnancy:-0.066 Maternal Diagnosis:9ccs126:Ot up rsp in:0.065 Diagnosis:9ccs5:HIV infectn:-0.063 Diagnosis:9ccs52:Nutrit defic:-0.062 Maternal Diagnosis:9ccs139:Gasduo ulcer:-0.062 Vital: Wt Change-avg3to5 | coef -0.001 95% CI: [-0.003 , 0.001] | OR_adj 0.999 [0.997 1.001] | occ: 376 | OR_unadj: 1.188 [0.778 1.816] | indivs AUC:0.535 Correlated most with: Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.173 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:0.151 Newborn Diagnosis:9ccs220:Birth asphyx:0.117 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:-0.117 Maternal Diagnosis:9ccs121:Oth vein dx:0.115 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.112 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.112 Maternal Diagnosis:9ccs217:Ot cong anom:-0.110 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.108 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.101 * Vital: RR-latest | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 725 | OR_unadj: 0.663 [0.457 0.960] | indivs AUC:0.444 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN S-otherPregnancy:-0.130 Diagnosis:9ccs151:Oth liver dx:0.128 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.105 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.090 Maternal Maternal Lab History: RUBELLA-otherPregnancy:0.081 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.081 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.080 Diagnosis:9ccs10:Immuniz/scrn:0.079 Maternal Diagnosis:9ccs55:Fluid/elc dx:-0.079 Diagnosis:9ccs73:Preadult dx:-0.079 Vital: Temp-avg13to16 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1313 | OR_unadj: 1.227 [0.936 1.609] | indivs AUC:0.567 Correlated most with: Diagnosis:9ccs92:Otitis media:0.145 Maternal Vital: BMI-otherPregnancy:0.130 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.124 Maternal Maternal Lab History: GLUCOSE POCT-otherPregnancy:0.096 Maternal Diagnosis:9ccs89:Blindness:0.089 Maternal Diagnosis:9ccs149:Biliary dx:0.085 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.082 Maternal Diagnosis:9ccs183:HTN in preg:0.081 Diagnosis:9ccs124:Tonsillitis:0.081 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy:0.080 Maternal Diagnosis:9ccs185:Long pregncy | coef -0.001 95% CI: [-0.003 , 0.001] | OR_adj 0.999 [0.997 1.001] | occ: 410 | OR_unadj: 1.005 [0.737 1.370] | indivs AUC:0.501 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:1.000 Newborn Diagnosis:9ccs224:Ot perint dx:0.438 Maternal Diagnosis:9ccs184:Early labor:-0.142 Maternal Diagnosis:9ccs190:Fetal distrs:0.141 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.140 Newborn Diagnosis:9ccs219:Low birth wt:-0.131 Diagnosis:9ccs253:Allergy:-0.074 Maternal Diagnosis:9ccs183:HTN in preg:-0.074 Diagnosis:9ccs219:Low birth wt:-0.070 Maternal Diagnosis:9ccs195:Ot compl bir:0.069 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1043 | OR_unadj: 1.400 [1.051 1.866] | indivs AUC:0.532 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.998 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.466 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.466 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.380 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.380 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.267 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.267 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.218 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.217 * Vital: Wt-gain5to10 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1444 | OR_unadj: 1.450 [1.102 1.909] | indivs AUC:0.564 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.096 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:0.095 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.092 Maternal Diagnosis:9ccs143:Abdom hernia:0.085 Maternal Diagnosis:9ccs198:Ot infl skin:0.084 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.081 Maternal Diagnosis:9ccs200:Oth skin dx:-0.080 Diagnosis:9ccs236:Opn wnd extr:0.077 Maternal Diagnosis:9ccs117:Ot circul dx:-0.076 Maternal Diagnosis:9ccs149:Biliary dx:0.074 * Vital: BMI-gain16to24 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1447 | OR_unadj: 1.625 [1.206 2.189] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs189:Prev c-sectn:0.074 Maternal Maternal Lab History: PATIENT-postPregnancy:0.072 Maternal Maternal Lab History: APTT-postPregnancy:0.072 Maternal Diagnosis:9ccs138:Esophgeal dx:-0.071 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.069 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.069 Number of Visits:-0.068 Maternal Vital: Wt Change-otherPregnancy:0.066 Diagnosis:9ccs233:Intracrn inj:0.064 Newborn Diagnosis:9ccs133:Oth low resp:-0.064 Vital: Wt-avg0to1 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1336 | OR_unadj: 1.096 [0.838 1.434] | indivs AUC:0.526 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.362 Maternal Diagnosis:9ccs184:Early labor:-0.355 Diagnosis:9ccs219:Low birth wt:-0.222 Maternal Diagnosis:9ccs185:Long pregncy:0.217 Newborn Diagnosis:9ccs221:Resp distres:-0.150 Newborn Diagnosis:9ccs256:Exam/eval:-0.139 Newborn Diagnosis:9ccs224:Ot perint dx:0.130 Maternal Diagnosis:9ccs183:HTN in preg:-0.125 Newborn Diagnosis:9ccs253:Allergy:-0.111 Newborn Diagnosis:9ccs222:Perint jaund:-0.107 Maternal Maternal Lab History: WEIGHT-otherPregnancy | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 90 | OR_unadj: 1.629 [0.734 3.616] | indivs AUC:0.514 Correlated most with: Maternal Maternal Lab History: WEIGHT-otherPregnancy:1.000 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.365 Maternal Maternal Lab History: hCG MoM-otherPregnancy:-0.320 Maternal Vital: Wt-otherPregnancy:0.290 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.207 Maternal Vital: Wt-postPregnancy:0.183 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.174 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.169 Maternal Maternal Lab History: AFP-otherPregnancy:-0.167 Maternal Vital: Wt Percentile-otherPregnancy:-0.167 Diagnosis:9ccs7:Viral infect | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 718 | OR_unadj: 0.855 [0.651 1.122] | indivs AUC:0.467 Correlated most with: Diagnosis:9ccs7:Viral infect:1.000 Number of Visits:0.408 Diagnosis:9ccs126:Ot up rsp in:0.236 Diagnosis:9ccs10:Immuniz/scrn:0.207 Diagnosis:9ccs90:Eye infectn:0.205 Diagnosis:9ccs255:Social admin:0.187 Diagnosis:9ccs133:Oth low resp:0.182 Diagnosis:9ccs92:Otitis media:0.174 Diagnosis:9ccs257:Ot aftercare:0.169 Diagnosis:9ccs125:Bronchitis:0.159 Vital: HC-gain13to19 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1080 | OR_unadj: 0.985 [0.755 1.286] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs128:Asthma:0.079 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.074 Newborn Diagnosis:9ccs223:Birth trauma:0.070 Maternal Diagnosis:9ccs46:Bnign ut neo:0.070 Maternal Diagnosis:9ccs172:Ovarian cyst:0.068 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:-0.067 Maternal Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:0.064 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:-0.064 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.063 Maternal Maternal Lab History: METAMYELOCYTE-otherPregnancy:0.062 Vital: Ht Percentile-gain13to19 | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 832 | OR_unadj: 0.955 [0.693 1.316] | indivs AUC:0.478 Correlated most with: Maternal Vital: Wt Change-postPregnancy:0.089 Newborn Diagnosis:9ccs143:Abdom hernia:-0.085 Diagnosis:9ccs171:Menstrual dx:-0.082 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.082 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.078 Maternal Vital: BMI-postPregnancy:-0.076 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.075 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.071 Diagnosis:9ccs49:DiabMel no c:0.071 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.070 Maternal Maternal Procedure History:99401-otherPregnancy | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 246 | OR_unadj: 1.278 [0.742 2.202] | indivs AUC:0.516 Correlated most with: Maternal Maternal Procedure History:99401-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.468 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.440 Maternal Maternal Procedure History:86703-otherPregnancy:0.403 Maternal Maternal Procedure History:99401-postPregnancy:0.398 Maternal Maternal Procedure History:81000-otherPregnancy:0.329 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.312 Maternal Maternal Procedure History:86703-postPregnancy:0.222 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.187 Maternal Maternal Procedure History:96372-otherPregnancy:0.155 Vital: Wt for Length ZScore-gain5to10 | coef -0.001 95% CI: [-0.002 , 0.000] | OR_adj 0.999 [0.998 1.000] | occ: 1438 | OR_unadj: 1.002 [0.766 1.310] | indivs AUC:0.523 Correlated most with: Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:0.125 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.099 Maternal Diagnosis:9ccs48:Thyroid dsor:-0.093 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.085 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.081 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.079 Maternal Diagnosis:9ccs98:HTN:-0.079 Maternal Maternal Procedure History:96372-otherPregnancy:-0.075 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.074 Maternal Diagnosis:9ccs55:Fluid/elc dx:0.074 Maternal Vital: BP-otherPregnancy | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 314 | OR_unadj: 1.341 [0.868 2.070] | indivs AUC:0.539 Correlated most with: Maternal Vital: BP-otherPregnancy:1.000 Maternal Vital: Wt-otherPregnancy:0.437 Maternal Vital: BP-postPregnancy:0.421 Maternal Vital: Wt-postPregnancy:0.297 Maternal Maternal Lab History: RBC-otherPregnancy:0.293 Maternal Maternal Lab History: MCH-otherPregnancy:-0.209 Maternal Vital: Ht-otherPregnancy:0.202 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.195 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.173 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.168 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 608 | OR_unadj: 1.051 [0.749 1.475] | indivs AUC:0.517 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:1.000 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.934 Maternal Maternal Lab History: RBC-postPregnancy:0.623 Maternal Maternal Lab History: RDW-postPregnancy:-0.413 Maternal Maternal Lab History: MCH-postPregnancy:0.380 Maternal Maternal Lab History: MCV-postPregnancy:0.371 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.354 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.323 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.280 Maternal Maternal Lab History: MCH-otherPregnancy:0.256 Vital: Ht Percentile-gain5to10 | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 606 | OR_unadj: 0.842 [0.579 1.225] | indivs AUC:0.463 Correlated most with: Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.103 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.101 Newborn Diagnosis:9ccs143:Abdom hernia:-0.089 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.086 Maternal Diagnosis:9ccs102:Chest pain:0.085 Maternal Diagnosis:9ccs24:Breast cancr:0.078 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:-0.077 Maternal Diagnosis:9ccs143:Abdom hernia:0.076 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.075 Diagnosis:9ccs145:Int obstruct:0.070 * Vital: HC-gain0to24 | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 903 | OR_unadj: 1.731 [1.303 2.298] | indivs AUC:0.539 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.120 Newborn Diagnosis:9ccs5:HIV infectn:-0.106 Diagnosis:9ccs83:Epilepsy/cnv:-0.102 Maternal Diagnosis:9ccs160:Urin stone:0.085 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.079 Maternal Vital: Ht Percentile-otherPregnancy:-0.077 Maternal Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.074 Diagnosis:9ccs90:Eye infectn:0.069 Diagnosis:9ccs94:Other ear dx:-0.066 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.065 * Vital: HC-avg5to7 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1123 | OR_unadj: 1.500 [1.143 1.967] | indivs AUC:0.535 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:-0.130 Newborn Diagnosis:9ccs219:Low birth wt:-0.118 Newborn Diagnosis:9ccs5:HIV infectn:-0.096 Newborn Diagnosis:9ccs221:Resp distres:-0.085 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.082 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:-0.082 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.078 Maternal Diagnosis:9ccs106:Dysrhythmia:-0.073 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.072 Diagnosis:9ccs219:Low birth wt:-0.070 Vital: Wt-gain1to5 | coef -0.001 95% CI: [-0.003 , 0.002] | OR_adj 0.999 [0.997 1.002] | occ: 1425 | OR_unadj: 1.212 [0.922 1.593] | indivs AUC:0.535 Correlated most with: Number of Visits:0.186 Diagnosis:9ccs126:Ot up rsp in:0.121 Diagnosis:9ccs7:Viral infect:0.096 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.086 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.085 Diagnosis:9ccs239:Superfic inj:0.084 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:-0.080 Maternal Maternal Procedure History:90472-postPregnancy:0.080 Diagnosis:9ccs154:Gastroent:-0.075 Diagnosis:9ccs135:Intest infct:0.074 Maternal Maternal Lab History: ALT-postPregnancy | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 318 | OR_unadj: 0.693 [0.342 1.405] | indivs AUC:0.460 Correlated most with: Maternal Maternal Lab History: ALT-postPregnancy:1.000 Maternal Maternal Lab History: AST-postPregnancy:0.637 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.374 Maternal Maternal Procedure History:90663-postPregnancy:0.348 Maternal Maternal Procedure History:90470-postPregnancy:0.346 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.339 Maternal Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.318 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.260 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.245 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.241 Maternal Diagnosis:9ccs191:Amnios dx | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 172 | OR_unadj: 1.271 [0.841 1.923] | indivs AUC:0.490 Correlated most with: Maternal Diagnosis:9ccs191:Amnios dx:1.000 Newborn Diagnosis:9ccs256:Exam/eval:0.181 Maternal Diagnosis:9ccs184:Early labor:0.130 Maternal Diagnosis:9ccs195:Ot compl bir:0.105 Newborn Diagnosis:9ccs219:Low birth wt:0.104 Maternal Diagnosis:9ccs244:Other injury:0.102 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.091 Diagnosis:9ccs63:Wht blood dx:0.091 Maternal Diagnosis:9ccs182:Hemorr preg:0.086 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.086 Vital: Wt Percentile-gain10to16 | coef -0.001 95% CI: [-0.002 , 0.000] | OR_adj 0.999 [0.998 1.000] | occ: 753 | OR_unadj: 0.793 [0.556 1.132] | indivs AUC:0.490 Correlated most with: Diagnosis:9ccs5:HIV infectn:0.094 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.090 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.089 Maternal Diagnosis:9ccs102:Chest pain:-0.087 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.087 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.085 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.080 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.080 Maternal Maternal Lab History: RETIC HGB-postPregnancy:0.076 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.075 Vital: Ht Percentile-avg16to19 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 749 | OR_unadj: 1.248 [0.920 1.693] | indivs AUC:0.505 Correlated most with: Maternal Vital: Ht-postPregnancy:0.139 Lab:323825 STREP SCREEN THROAT - Sunrise:0.081 Maternal Maternal Lab History: PH-postPregnancy:-0.080 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.079 Newborn Diagnosis:9ccs219:Low birth wt:-0.078 Maternal Vital: Wt-postPregnancy:0.077 Maternal Diagnosis:9ccs184:Early labor:-0.077 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.074 Diagnosis:9ccs128:Asthma:0.071 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.069 Maternal Maternal Lab History: POLYS-postPregnancy | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 144 | OR_unadj: 1.016 [0.527 1.959] | indivs AUC:0.471 Correlated most with: Maternal Maternal Lab History: POLYS-postPregnancy:1.000 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.348 Maternal Maternal Lab History: MONOS-postPregnancy:-0.262 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.244 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.215 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:-0.210 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:-0.210 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.210 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:0.197 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:0.197 Vital: Temp-avg5to7 | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 1315 | OR_unadj: 1.008 [0.763 1.331] | indivs AUC:0.495 Correlated most with: Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.088 Maternal Diagnosis:9ccs44:Neoplsm unsp:0.087 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.085 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.081 Diagnosis:9ccs94:Other ear dx:0.078 Maternal Vital: SpO2-postPregnancy:0.072 Maternal Maternal Lab History: FOLATE-postPregnancy:0.070 Maternal Diagnosis:9ccs139:Gasduo ulcer:0.069 Maternal Diagnosis:9ccs2617:E Codes: Adverse effects of medical drugs:0.067 Maternal Diagnosis:9ccs61:Sickle cell:0.067 Maternal Maternal Procedure History:36415-postPregnancy | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 133 | OR_unadj: 0.938 [0.323 2.726] | indivs AUC:0.519 Correlated most with: Maternal Maternal Procedure History:36415-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.392 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.364 Diagnosis:9ccs246:FUO:0.284 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.283 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:-0.283 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.283 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.260 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:0.247 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.235 Vital: HC-gain1to5 | coef -0.001 95% CI: [-0.002 , 0.000] | OR_adj 0.999 [0.998 1.000] | occ: 1346 | OR_unadj: 0.866 [0.657 1.140] | indivs AUC:0.519 Correlated most with: Number of Visits:0.099 Diagnosis:9ccs125:Bronchitis:0.091 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.091 Diagnosis:9ccs154:Gastroent:-0.089 Maternal Vital: PL-otherPregnancy:-0.084 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.082 Maternal Maternal Diagnosis:10ccs84:Headache/mig-postPregnancy:-0.078 Newborn Diagnosis:9ccs222:Perint jaund:0.077 Diagnosis:9ccs163:Other GU dx:0.076 Diagnosis:9ccs126:Ot up rsp in:0.075 * Vital: HC-avg13to16 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 990 | OR_unadj: 1.619 [1.234 2.125] | indivs AUC:0.603 Correlated most with: Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.087 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.084 Maternal Maternal Lab History: PTT-otherPregnancy:-0.079 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.079 Maternal Vital: HR-otherPregnancy:0.078 Diagnosis:9ccs87:Retinal dx:-0.075 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.074 Maternal Maternal Lab History: MONOS-postPregnancy:-0.073 Maternal Vital: Ht Percentile-otherPregnancy:-0.072 Maternal Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.071 Vital: Wt for Len Percentile-avg3to5 | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 228 | OR_unadj: 1.556 [0.962 2.517] | indivs AUC:0.535 Correlated most with: Maternal Maternal Procedure History:90472-postPregnancy:0.124 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.119 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.116 Maternal Diagnosis:9ccs122:Pneumonia:0.108 Maternal Maternal Procedure History:90663-postPregnancy:-0.092 Maternal Maternal Procedure History:90470-postPregnancy:-0.089 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.085 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.084 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.084 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.079 Vital: HR-avg1to3 | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 273 | OR_unadj: 0.877 [0.537 1.434] | indivs AUC:0.496 Correlated most with: Maternal Diagnosis:9ccs1:Tuberculosis:-0.157 Maternal Diagnosis:9ccs204:Ot joint dx:-0.131 Maternal Diagnosis:9ccs160:Urin stone:0.130 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.106 Maternal Maternal Lab History: LACTIC ACID-postPregnancy:-0.101 Diagnosis:9ccs117:Ot circul dx:0.089 Maternal Diagnosis:9ccs182:Hemorr preg:0.084 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy:0.082 Diagnosis:9ccs259:Unclassified:0.080 Diagnosis:9ccs214:GI cong anom:-0.079 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1060 | OR_unadj: 0.956 [0.714 1.280] | indivs AUC:0.475 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.695 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.695 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.654 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.654 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.635 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.635 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.350 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.350 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 17 | OR_unadj: nan [ nan nan] | indivs AUC:0.484 Correlated most with: Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:1.000 Diagnosis:9ccs232:Sprain:0.962 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.772 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.725 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.680 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.435 Maternal Maternal Lab History: FREE T3-otherPregnancy:-0.433 Maternal Diagnosis:9ccs98:HTN:0.393 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:0.392 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.320 Newborn Diagnosis:9ccs217:Ot cong anom | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 52 | OR_unadj: 1.025 [0.477 2.203] | indivs AUC:0.481 Correlated most with: Newborn Diagnosis:9ccs217:Ot cong anom:1.000 Diagnosis:9ccs142:Appendicitis:0.137 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.124 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.119 Maternal Maternal Procedure History:93005-postPregnancy:0.115 Diagnosis:9ccs211:Ot conn tiss:0.107 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.106 Maternal Maternal Lab History: T-4-postPregnancy:0.100 Lab:296169 RETICULOCYTE COUNT- LMC:0.100 Maternal Maternal Lab History: T-3 UPTAKE-postPregnancy:0.100 Vital: Wt Change-avg13to16 | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 654 | OR_unadj: 1.355 [0.943 1.946] | indivs AUC:0.524 Correlated most with: Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.157 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.135 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.129 Number of Visits:-0.118 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.115 Newborn Diagnosis:9ccs143:Abdom hernia:0.110 Maternal Diagnosis:9ccs122:Pneumonia:0.107 Maternal Maternal Procedure History:87880-postPregnancy:0.102 Maternal Maternal Lab History: POLYS-postPregnancy:0.093 Maternal Diagnosis:9ccs10:Immuniz/scrn:-0.093 Vital: HC-gain5to10 | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 1305 | OR_unadj: 1.028 [0.772 1.370] | indivs AUC:0.434 Correlated most with: Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.127 Maternal Vital: Ht-otherPregnancy:-0.103 Maternal Maternal Procedure History:97140-postPregnancy:0.096 Maternal Diagnosis:9ccs200:Oth skin dx:-0.086 Lab:292495 LEAD LEVEL - Sunrise:0.079 Maternal Maternal Lab History: PTT-postPregnancy:-0.078 Maternal Maternal Lab History: CREATININE-postPregnancy:-0.076 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.073 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.071 Maternal Vital: BMI-postPregnancy:0.069 * Vital: Ht Percentile-latest | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1043 | OR_unadj: 1.325 [1.003 1.751] | indivs AUC:0.562 Correlated most with: Maternal Vital: Ht-postPregnancy:0.144 Newborn Diagnosis:9ccs219:Low birth wt:-0.098 Maternal Vital: Ht-otherPregnancy:0.093 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.085 Diagnosis:9ccs89:Blindness:0.081 Maternal Vital: Wt-postPregnancy:0.079 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.077 Maternal Maternal Procedure History:96372-otherPregnancy:-0.074 Maternal Maternal Lab History: RBC-otherPregnancy:0.072 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.071 Maternal Maternal Lab History: POTASSIUM-postPregnancy | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 332 | OR_unadj: 1.049 [0.658 1.672] | indivs AUC:0.433 Correlated most with: Maternal Maternal Lab History: POTASSIUM-postPregnancy:1.000 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:0.306 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.242 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.190 Maternal Maternal Lab History: SODIUM-postPregnancy:0.175 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.166 Maternal Diagnosis:9ccs95:Oth nerv dx:0.148 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.145 Maternal Maternal Lab History: RETICULOCYTES-postPregnancy:-0.140 Maternal Maternal Lab History: CHr(RETIC HGB CONTENT)-postPregnancy:-0.140 Vital: HR-avg5to7 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 274 | OR_unadj: 0.881 [0.526 1.476] | indivs AUC:0.533 Correlated most with: Maternal Diagnosis:9ccs55:Fluid/elc dx:-0.160 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.139 Diagnosis:9ccs145:Int obstruct:-0.133 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:-0.121 Diagnosis:9ccs246:FUO:-0.104 Maternal Diagnosis:9ccs133:Oth low resp:0.101 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.099 Maternal Diagnosis:9ccs204:Ot joint dx:-0.094 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.088 Maternal Maternal Procedure History:90658-postPregnancy:-0.085 Diagnosis:9ccs4:Mycoses | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 178 | OR_unadj: 0.912 [0.584 1.423] | indivs AUC:0.473 Correlated most with: Diagnosis:9ccs4:Mycoses:1.000 Diagnosis:9ccs253:Allergy:0.177 Number of Visits:0.151 Diagnosis:9ccs200:Oth skin dx:0.102 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.084 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.079 Diagnosis:9ccs7:Viral infect:0.077 Diagnosis:9ccs256:Exam/eval:0.076 Maternal Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:0.074 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.072 Maternal Maternal Lab History: BASOPHIL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 519 | OR_unadj: 1.081 [0.729 1.602] | indivs AUC:0.574 Correlated most with: Maternal Maternal Lab History: BASOPHIL-postPregnancy:1.000 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.427 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.344 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.308 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.290 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.283 Maternal Maternal Lab History: RBC-postPregnancy:0.278 Maternal Maternal Lab History: WBC-postPregnancy:-0.252 Maternal Maternal Lab History: POLYS-postPregnancy:-0.244 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.203 Maternal Vital: Wt Change-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 312 | OR_unadj: 0.820 [0.518 1.298] | indivs AUC:0.528 Correlated most with: Maternal Vital: Wt Change-postPregnancy:1.000 Maternal Maternal Procedure History:99000-postPregnancy:0.136 Maternal Maternal Procedure History:81000-postPregnancy:0.133 Maternal Vital: Ht-postPregnancy:0.126 Maternal Maternal Lab History: PH-otherPregnancy:-0.123 Maternal Maternal Lab History: ANION GAP-postPregnancy:-0.122 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.121 Maternal Maternal Procedure History:90656-otherPregnancy:0.118 Maternal Vital: Wt-postPregnancy:0.112 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.109 Vital: Wt Change-avg7to10 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 515 | OR_unadj: 0.986 [0.640 1.520] | indivs AUC:0.446 Correlated most with: Diagnosis:9ccs199:Ulcer skin:0.220 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.151 Maternal Diagnosis:9ccs121:Oth vein dx:0.122 Diagnosis:9ccs252:Fatigue:0.116 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.106 Newborn Diagnosis:9ccs220:Birth asphyx:0.105 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:-0.105 Diagnosis:9ccs145:Int obstruct:-0.102 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.098 Maternal Diagnosis:9ccs133:Oth low resp:0.098 Vital: BMI Percentile-latest | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 258 | OR_unadj: 1.431 [0.924 2.214] | indivs AUC:0.525 Correlated most with: Newborn Diagnosis:9ccs59:Anemia:-0.121 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.121 Diagnosis:9ccs259:Unclassified:-0.114 Diagnosis:9ccs70:Schizo/rl dx:-0.097 Lab:296169 RETICULOCYTE COUNT- LMC:0.086 Diagnosis:9ccs58:Ot nutrit dx:0.081 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.076 Diagnosis:9ccs188:Pelvic obstr:-0.074 Diagnosis:9ccs196:Nml preg/del:-0.072 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.072 Vital: BMI-gain10to16 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1448 | OR_unadj: 1.186 [0.893 1.575] | indivs AUC:0.540 Correlated most with: Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.099 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.084 Diagnosis:9ccs5:HIV infectn:0.079 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.079 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.074 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.070 Diagnosis:9ccs52:Nutrit defic:0.069 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.068 Diagnosis:9ccs163:Other GU dx:-0.067 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.067 Vital: Ht Percentile-avg1to3 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 375 | OR_unadj: 0.643 [0.396 1.043] | indivs AUC:0.469 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.107 Diagnosis:9ccs44:Neoplsm unsp:0.104 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.103 Maternal Diagnosis:9ccs184:Early labor:-0.102 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.089 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.085 Maternal Diagnosis:9ccs102:Chest pain:-0.079 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.079 Maternal Diagnosis:9ccs120:Hemmorhoids:0.079 Maternal Diagnosis:9ccs24:Breast cancr:-0.077 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 321 | OR_unadj: 0.918 [0.578 1.458] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.795 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.538 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.296 Maternal Maternal Lab History: SODIUM-postPregnancy:0.287 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.254 Maternal Maternal Lab History: PTT-postPregnancy:0.241 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.233 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.230 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.228 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 236 | OR_unadj: 1.333 [0.822 2.163] | indivs AUC:0.513 Correlated most with: Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:1.000 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.648 Maternal Maternal Lab History: WBC-otherPregnancy:0.574 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.552 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.315 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.309 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.236 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.223 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:0.193 Maternal Maternal Lab History: WBC-postPregnancy:0.176 Maternal Maternal Procedure History:81000-postPregnancy | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 337 | OR_unadj: 0.637 [0.315 1.287] | indivs AUC:0.550 Correlated most with: Maternal Maternal Procedure History:81000-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.684 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.372 Diagnosis:9ccs129:Asp pneumon:0.257 Maternal Maternal Procedure History:99401-postPregnancy:0.255 Maternal Maternal Procedure History:99000-postPregnancy:0.221 Maternal Maternal Procedure History:81000-otherPregnancy:0.220 Maternal Maternal Lab History: CREATININE-postPregnancy:-0.218 Maternal Maternal Lab History: CREATININE-otherPregnancy:-0.198 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.192 * Vital: Wt for Len Percentile-gain10to16 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1273 | OR_unadj: 1.672 [1.280 2.183] | indivs AUC:0.545 Correlated most with: Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.094 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.080 Diagnosis:9ccs5:HIV infectn:0.078 Diagnosis:9ccs163:Other GU dx:-0.077 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.075 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.074 Maternal Diagnosis:9ccs55:Fluid/elc dx:-0.073 Maternal Vital: Wt Percentile-otherPregnancy:-0.065 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:0.064 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.064 Vital: Wt Percentile-gain7to13 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 698 | OR_unadj: 1.247 [0.851 1.830] | indivs AUC:0.515 Correlated most with: Diagnosis:9ccs5:HIV infectn:-0.110 Maternal Vital: Wt Change-otherPregnancy:-0.110 Maternal Vital: Wt Change-postPregnancy:0.093 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.092 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.085 Maternal Diagnosis:9ccs56:Cystic fibro:0.084 Newborn Diagnosis:9ccs143:Abdom hernia:0.081 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.079 Maternal Diagnosis:9ccs217:Ot cong anom:-0.077 Diagnosis:10ccs238:Complic proc:0.077 Census:Percent; Estimate; Percent bachelor's degree or higher-birth | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1056 | OR_unadj: 1.054 [0.776 1.431] | indivs AUC:0.473 Correlated most with: Census:Percent; Estimate; Percent bachelor's degree or higher-birth:1.000 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.998 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.947 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.944 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.930 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.928 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.778 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.776 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.721 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.721 Maternal Maternal Lab History: SODIUM-postPregnancy | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 332 | OR_unadj: 1.008 [0.627 1.620] | indivs AUC:0.458 Correlated most with: Maternal Maternal Lab History: SODIUM-postPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.335 Maternal Maternal Lab History: BUN-postPregnancy:0.311 Maternal Maternal Lab History: CHLORIDE-postPregnancy:0.298 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.287 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.273 Maternal Maternal Lab History: SODIUM-otherPregnancy:0.265 Maternal Maternal Procedure History:97032-postPregnancy:-0.229 Maternal Maternal Procedure History:97010-postPregnancy:-0.216 Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.215 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 95 | OR_unadj: 0.506 [0.154 1.663] | indivs AUC:0.484 Correlated most with: Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.223 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.208 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.199 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.192 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.152 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.149 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.143 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.138 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.133 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest | coef -0.000 95% CI: [-0.002 , 0.001] | OR_adj 1.000 [0.998 1.001] | occ: 1060 | OR_unadj: 1.146 [0.862 1.522] | indivs AUC:0.533 Correlated most with: Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.394 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.393 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.391 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.391 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.381 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.380 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.340 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.340 * Vital: Wt for Length ZScore-gain13to19 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1451 | OR_unadj: 1.313 [1.006 1.713] | indivs AUC:0.514 Correlated most with: Diagnosis:9ccs5:HIV infectn:0.092 Newborn Diagnosis:9ccs223:Birth trauma:-0.077 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.071 Maternal Diagnosis:9ccs55:Fluid/elc dx:-0.071 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.068 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.066 Maternal Maternal Lab History: RETIC HGB-postPregnancy:0.066 Diagnosis:9ccs163:Other GU dx:-0.065 Newborn Diagnosis:9ccs222:Perint jaund:0.065 Maternal Maternal Lab History: RET %-postPregnancy:-0.064 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 237 | OR_unadj: 0.759 [0.418 1.376] | indivs AUC:0.482 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.855 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.261 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.256 Maternal Maternal Procedure History:86703-otherPregnancy:-0.186 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.151 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.144 Maternal Maternal Lab History: WBC-otherPregnancy:0.134 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.132 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.129 Vital: Ht Percentile-avg7to10 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 564 | OR_unadj: 1.079 [0.760 1.532] | indivs AUC:0.530 Correlated most with: Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.117 Maternal Vital: Ht-postPregnancy:0.107 Newborn Diagnosis:9ccs219:Low birth wt:-0.104 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.099 Maternal Diagnosis:9ccs5:HIV infectn:-0.096 Maternal Diagnosis:9ccs184:Early labor:-0.091 Maternal Diagnosis:9ccs185:Long pregncy:0.090 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.086 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.085 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.079 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 391 | OR_unadj: 1.173 [0.726 1.895] | indivs AUC:0.540 Correlated most with: Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:1.000 Maternal Maternal Procedure History:81025-postPregnancy:0.273 Maternal Maternal Procedure History:96372-postPregnancy:0.192 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.163 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.159 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:-0.159 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.148 Maternal Maternal Lab History: LACTIC ACID-postPregnancy:0.139 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.133 Maternal Maternal Procedure History:90663-postPregnancy:0.131 Vital: HC-gain16to24 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1064 | OR_unadj: 0.868 [0.662 1.137] | indivs AUC:0.535 Correlated most with: Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.071 Maternal Maternal Procedure History:J1055-postPregnancy:-0.063 Maternal Diagnosis:9ccs244:Other injury:-0.063 Maternal Diagnosis:9ccs159:UTI:-0.062 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:-0.062 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.062 Diagnosis:9ccs171:Menstrual dx:0.061 Maternal Maternal Lab History: METAMYELOCYTE-otherPregnancy:-0.060 Lab:292495 LEAD LEVEL - Sunrise:0.060 Diagnosis:9ccs209:Ot acq defor:0.056 Diagnosis:9ccs255:Social admin | coef -0.000 95% CI: [-0.001 , 0.001] | OR_adj 1.000 [0.999 1.001] | occ: 1616 | OR_unadj: 0.664 [0.382 1.152] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs255:Social admin:1.000 Diagnosis:9ccs10:Immuniz/scrn:0.458 Diagnosis:9ccs126:Ot up rsp in:0.355 Diagnosis:9ccs253:Allergy:0.212 Diagnosis:9ccs92:Otitis media:0.192 Diagnosis:9ccs257:Ot aftercare:0.190 Diagnosis:9ccs7:Viral infect:0.187 Number of Visits:0.148 Diagnosis:9ccs90:Eye infectn:0.125 Diagnosis:9ccs125:Bronchitis:0.124 * Vital: BMI-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1391 | OR_unadj: 1.452 [1.110 1.899] | indivs AUC:0.557 Correlated most with: Number of Visits:0.140 Diagnosis:9ccs126:Ot up rsp in:0.116 Newborn Diagnosis:9ccs133:Oth low resp:0.090 Maternal Diagnosis:9ccs3:Oth bact inf:-0.090 Maternal Diagnosis:9ccs184:Early labor:0.084 Diagnosis:9ccs92:Otitis media:0.082 Diagnosis:9ccs16:Liver/ibd ca:0.079 Newborn Diagnosis:9ccs143:Abdom hernia:-0.077 Maternal Maternal Lab History: FOLATE-otherPregnancy:-0.073 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:-0.073 Vital: Wt for Len Percentile-gain1to5 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 223 | OR_unadj: 1.424 [0.856 2.368] | indivs AUC:0.512 Correlated most with: Maternal Maternal Procedure History:90472-postPregnancy:0.115 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.113 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.106 Maternal Diagnosis:9ccs122:Pneumonia:0.102 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.102 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.102 Newborn Diagnosis:9ccs221:Resp distres:-0.094 Newborn Diagnosis:9ccs253:Allergy:-0.084 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.080 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.080 Vital: Ht Percentile-avg5to7 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 465 | OR_unadj: 1.007 [0.684 1.483] | indivs AUC:0.524 Correlated most with: Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.110 Newborn Diagnosis:9ccs219:Low birth wt:-0.108 Maternal Diagnosis:9ccs259:Unclassified:-0.099 Maternal Diagnosis:9ccs184:Early labor:-0.094 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.091 Maternal Maternal Procedure History:86580-postPregnancy:-0.089 Maternal Vital: Ht-postPregnancy:0.082 Newborn Diagnosis:9ccs200:Oth skin dx:-0.081 Maternal Diagnosis:9ccs3:Oth bact inf:-0.080 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.080 Maternal Diagnosis:9ccs195:Ot compl bir | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 725 | OR_unadj: 1.290 [0.988 1.685] | indivs AUC:0.522 Correlated most with: Maternal Diagnosis:9ccs195:Ot compl bir:1.000 Newborn Diagnosis:9ccs256:Exam/eval:0.154 MatDeliveryAge:0.128 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.120 Maternal Diagnosis:9ccs191:Amnios dx:0.105 Maternal Diagnosis:9ccs190:Fetal distrs:0.102 Newborn Diagnosis:9ccs224:Ot perint dx:0.101 Maternal Diagnosis:9ccs46:Bnign ut neo:0.080 Maternal Vital: Wt-postPregnancy:0.074 Newborn Diagnosis:9ccs222:Perint jaund:0.071 Vital: Ht-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1394 | OR_unadj: 0.853 [0.644 1.129] | indivs AUC:0.537 Correlated most with: Number of Visits:0.136 Diagnosis:9ccs126:Ot up rsp in:0.108 Newborn Diagnosis:9ccs143:Abdom hernia:-0.089 Maternal Maternal Lab History: INR-otherPregnancy:-0.086 Maternal Diagnosis:9ccs3:Oth bact inf:-0.083 Diagnosis:9ccs16:Liver/ibd ca:0.082 Newborn Diagnosis:9ccs133:Oth low resp:0.080 Maternal Maternal Diagnosis:9ccs180:Ectopic preg-postPregnancy:-0.078 Diagnosis:9ccs10:Immuniz/scrn:0.076 Diagnosis:9ccs92:Otitis media:0.074 * Vital: Wt-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1353 | OR_unadj: 1.405 [1.071 1.842] | indivs AUC:0.600 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.278 Maternal Diagnosis:9ccs184:Early labor:-0.237 Diagnosis:9ccs219:Low birth wt:-0.169 Maternal Diagnosis:9ccs185:Long pregncy:0.151 Newborn Diagnosis:9ccs256:Exam/eval:-0.136 Newborn Diagnosis:9ccs221:Resp distres:-0.113 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.099 Maternal Maternal Procedure History:86580-postPregnancy:-0.098 Diagnosis:9ccs87:Retinal dx:-0.097 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.095 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1056 | OR_unadj: 0.986 [0.740 1.313] | indivs AUC:0.488 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.933 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.931 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.721 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.720 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.709 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.708 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.688 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.686 Vital: HC-gain10to16 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1222 | OR_unadj: 1.142 [0.874 1.492] | indivs AUC:0.484 Correlated most with: Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.090 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.080 Diagnosis:9ccs256:Exam/eval:-0.077 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.075 Diagnosis:9ccs154:Gastroent:-0.070 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.070 Maternal Maternal Diagnosis:9ccs123:Influenza-postPregnancy:-0.069 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.068 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.068 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.067 Vital: HR-avg10to13 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 403 | OR_unadj: 1.043 [0.671 1.621] | indivs AUC:0.460 Correlated most with: Diagnosis:9ccs221:Resp distres:0.123 Maternal Maternal Lab History: TSH-otherPregnancy:0.121 Maternal Diagnosis:9ccs67:Subst-r mntl:0.103 Diagnosis:9ccs252:Fatigue:0.091 Diagnosis:9ccs10:Immuniz/scrn:0.088 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.085 Maternal Maternal Lab History: PAPP-A-postPregnancy:0.078 Maternal Diagnosis:9ccs217:Ot cong anom:-0.077 Maternal Diagnosis:9ccs204:Ot joint dx:-0.075 Maternal Diagnosis:9ccs133:Oth low resp:0.074 * Vital: Wt for Len Percentile-gain3to7 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 947 | OR_unadj: 1.643 [1.240 2.177] | indivs AUC:0.541 Correlated most with: Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.123 Diagnosis:9ccs155:Other GI dx:-0.100 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:-0.091 Maternal Diagnosis:9ccs96:Hrt valve dx:-0.087 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.076 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:-0.075 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.072 Maternal Maternal Lab History: ANION GAP-otherPregnancy:-0.071 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.068 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.067 Vital: Ht Percentile-avg3to5 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 415 | OR_unadj: 0.745 [0.479 1.157] | indivs AUC:0.498 Correlated most with: Maternal Maternal Procedure History:96372-otherPregnancy:-0.100 Newborn Diagnosis:9ccs219:Low birth wt:-0.097 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.096 Maternal Diagnosis:9ccs184:Early labor:-0.095 Maternal Vital: Ht-postPregnancy:0.090 Maternal Diagnosis:9ccs185:Long pregncy:0.090 Maternal Diagnosis:9ccs255:Social admin:-0.089 Maternal Maternal Procedure History:97803-otherPregnancy:0.078 Maternal Diagnosis:9ccs3:Oth bact inf:-0.077 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.076 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1046 | OR_unadj: 1.400 [1.051 1.866] | indivs AUC:0.527 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.998 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.466 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.465 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.381 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.379 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.268 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.267 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.219 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.217 Vital: Ht Percentile-gain0to3 | coef -0.000 95% CI: [-0.001 , 0.001] | OR_adj 1.000 [0.999 1.001] | occ: 390 | OR_unadj: 0.716 [0.445 1.152] | indivs AUC:0.420 Correlated most with: Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:0.146 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.143 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.140 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.129 Maternal Maternal Lab History: AMP/SULBACTAM-postPregnancy:0.121 Maternal Maternal Lab History: APTT-postPregnancy:-0.120 Maternal Maternal Lab History: PATIENT-postPregnancy:-0.120 Diagnosis:9ccs145:Int obstruct:0.117 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.108 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.100 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 281 | OR_unadj: 1.130 [0.720 1.775] | indivs AUC:0.521 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:1.000 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.928 Maternal Maternal Lab History: MCH-otherPregnancy:0.550 Maternal Maternal Lab History: RBC-otherPregnancy:0.530 Maternal Maternal Lab History: RDW-otherPregnancy:-0.458 Maternal Maternal Lab History: MCV-otherPregnancy:0.425 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.354 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.322 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.300 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.267 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 237 | OR_unadj: 0.869 [0.425 1.778] | indivs AUC:0.515 Correlated most with: Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:1.000 Maternal Maternal Procedure History:90471-postPregnancy:0.318 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.292 Maternal Maternal Procedure History:99401-postPregnancy:0.272 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.223 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.208 Maternal Vital: SpO2-otherPregnancy:-0.176 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.174 Maternal Maternal Procedure History:90649-postPregnancy:0.171 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:0.171 * Vital: Wt Percentile-avg3to5 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 408 | OR_unadj: 1.512 [1.054 2.171] | indivs AUC:0.532 Correlated most with: Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.125 Maternal Maternal Lab History: INHMOM-postPregnancy:0.124 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.107 Diagnosis:9ccs195:Ot compl bir:-0.107 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.105 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:0.100 Maternal Diagnosis:9ccs128:Asthma:-0.099 Diagnosis:9ccs117:Ot circul dx:-0.095 Newborn Diagnosis:9ccs200:Oth skin dx:-0.094 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.093 Vital: Ht-gain1to5 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1420 | OR_unadj: 0.786 [0.598 1.035] | indivs AUC:0.479 Correlated most with: Number of Visits:0.163 Diagnosis:9ccs126:Ot up rsp in:0.103 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.095 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.085 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:-0.084 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:-0.084 Maternal Vital: RR-otherPregnancy:0.083 Maternal Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.081 Diagnosis:9ccs135:Intest infct:0.079 Maternal Diagnosis:9ccs198:Ot infl skin:0.076 Maternal Maternal Lab History: PAPP-A-postPregnancy | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 61 | OR_unadj: 1.177 [0.445 3.114] | indivs AUC:0.512 Correlated most with: Maternal Maternal Lab History: PAPP-A-postPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE POCT-otherPregnancy:0.296 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.284 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.272 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.271 Maternal Maternal Lab History: NT MoM-postPregnancy:-0.266 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy:0.243 Maternal Maternal Procedure History:93005-otherPregnancy:0.243 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.237 Maternal Maternal Lab History: INHMOM-postPregnancy:0.217 Vital: Wt for Length ZScore-avg0to1 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1309 | OR_unadj: 1.211 [0.926 1.584] | indivs AUC:0.579 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.097 Diagnosis:9ccs219:Low birth wt:-0.096 Newborn Diagnosis:9ccs219:Low birth wt:-0.095 Maternal Diagnosis:9ccs184:Early labor:-0.091 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:0.080 Diagnosis:10ccs58:Ot nutrit dx:0.069 Diagnosis:9ccs222:Perint jaund:-0.067 Newborn Diagnosis:9ccs224:Ot perint dx:0.064 Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.063 Lab:296169 RETICULOCYTE COUNT- LMC:0.062 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 142 | OR_unadj: 0.698 [0.273 1.786] | indivs AUC:0.524 Correlated most with: Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:1.000 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.221 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.155 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.137 Diagnosis:9ccs232:Sprain:0.134 Diagnosis:9ccs199:Ulcer skin:0.134 Newborn Diagnosis:9ccs197:Skin infectn:0.134 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.134 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.133 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.132 Maternal Vital: Temp-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 268 | OR_unadj: 1.249 [0.793 1.967] | indivs AUC:0.532 Correlated most with: Maternal Vital: Temp-postPregnancy:1.000 Maternal Vital: Temp-otherPregnancy:0.219 Maternal Maternal Lab History: A/G-postPregnancy:-0.170 Maternal Maternal Procedure History:36415-otherPregnancy:-0.153 Maternal Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:-0.149 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.148 Maternal Maternal Lab History: GLOBULIN-postPregnancy:0.145 Maternal Vital: Wt-postPregnancy:0.145 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.140 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.130 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 552 | OR_unadj: 1.365 [0.962 1.935] | indivs AUC:0.520 Correlated most with: Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.853 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.667 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.526 Maternal Maternal Lab History: WBC-postPregnancy:-0.525 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.427 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.360 Maternal Maternal Lab History: POLYS-postPregnancy:-0.348 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.327 Maternal Maternal Lab History: RBC-postPregnancy:0.316 Maternal Maternal Lab History: RDW-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 280 | OR_unadj: 1.136 [0.672 1.920] | indivs AUC:0.505 Correlated most with: Maternal Maternal Lab History: RDW-otherPregnancy:1.000 Maternal Maternal Lab History: MCH-otherPregnancy:-0.618 Maternal Maternal Lab History: MCV-otherPregnancy:-0.560 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.458 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.333 Maternal Maternal Lab History: RDW-postPregnancy:0.262 Maternal Maternal Lab History: MCH-postPregnancy:-0.252 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.244 Maternal Maternal Lab History: FERRITIN-otherPregnancy:-0.243 Maternal Maternal Lab History: MCV-postPregnancy:-0.243 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 275 | OR_unadj: 0.925 [0.551 1.552] | indivs AUC:0.517 Correlated most with: Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.847 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.617 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.538 Maternal Maternal Lab History: WBC-otherPregnancy:-0.484 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.392 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:-0.236 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.208 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.196 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.181 * Vital: Wt Percentile-avg10to13 | coef -0.000 95% CI: [-0.001 , 0.001] | OR_adj 1.000 [0.999 1.001] | occ: 664 | OR_unadj: 1.806 [1.346 2.423] | indivs AUC:0.618 Correlated most with: Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.108 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.100 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.099 Lab:294199 BILIRUBIN SCAN - LMC:-0.091 Maternal Diagnosis:9ccs185:Long pregncy:0.090 Diagnosis:9ccs230:Fx leg:-0.088 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.082 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.079 Newborn Diagnosis:9ccs219:Low birth wt:-0.078 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.077 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth | coef -0.000 95% CI: [-0.001 , 0.001] | OR_adj 1.000 [0.999 1.001] | occ: 1057 | OR_unadj: 1.125 [0.846 1.496] | indivs AUC:0.529 Correlated most with: Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.394 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.393 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.391 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.391 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.380 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.379 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.341 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.340 Vital: Ht-gain16to24 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1417 | OR_unadj: 1.402 [0.978 2.008] | indivs AUC:0.553 Correlated most with: Maternal Maternal Lab History: APTT-postPregnancy:0.080 Maternal Maternal Lab History: PATIENT-postPregnancy:0.080 Maternal Diagnosis:9ccs189:Prev c-sectn:0.076 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.074 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.072 Diagnosis:9ccs4:Mycoses:-0.065 Newborn Diagnosis:9ccs133:Oth low resp:-0.063 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.062 Number of Visits:-0.061 Maternal Maternal Procedure History:J1055-postPregnancy:-0.059 Maternal Vital: HR-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 587 | OR_unadj: 0.960 [0.669 1.378] | indivs AUC:0.514 Correlated most with: Maternal Vital: HR-postPregnancy:1.000 Maternal Vital: HR-otherPregnancy:0.327 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.169 Maternal Vital: PL-postPregnancy:0.159 Maternal Vital: PL-otherPregnancy:0.150 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.113 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.107 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.105 Maternal Vital: Wt Change-postPregnancy:0.104 Maternal Maternal Lab History: WBC-postPregnancy:0.104 Vital: Wt for Length ZScore-gain3to7 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1431 | OR_unadj: 0.985 [0.752 1.290] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: T-3(Total)-otherPregnancy:0.103 Newborn Diagnosis:9ccs221:Resp distres:0.085 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.083 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.082 Maternal Maternal Procedure History:81025-otherPregnancy:-0.082 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.081 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.081 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.080 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:-0.076 Diagnosis:9ccs52:Nutrit defic:-0.075 Diagnosis:9ccs113:Late eff CVD | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 85 | OR_unadj: 1.437 [0.830 2.488] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs113:Late eff CVD:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.180 Diagnosis:9ccs94:Other ear dx:0.141 Maternal Maternal Procedure History:97001-postPregnancy:0.141 Diagnosis:9ccs83:Epilepsy/cnv:0.113 Diagnosis:9ccs145:Int obstruct:0.106 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.106 Diagnosis:9ccs70:Schizo/rl dx:0.106 Maternal Diagnosis:9ccs56:Cystic fibro:0.106 Diagnosis:9ccs118:Phlebitis:0.106 Vital: Ht-avg1to3 | coef 0.000 95% CI: [-0.002 , 0.002] | OR_adj 1.000 [0.998 1.002] | occ: 1348 | OR_unadj: 0.914 [0.694 1.204] | indivs AUC:0.517 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.303 Maternal Diagnosis:9ccs184:Early labor:-0.278 Diagnosis:9ccs219:Low birth wt:-0.175 Maternal Diagnosis:9ccs185:Long pregncy:0.151 Diagnosis:9ccs87:Retinal dx:-0.138 Maternal Diagnosis:9ccs193:OB-related perin trauma:0.129 Newborn Diagnosis:9ccs222:Perint jaund:-0.123 Maternal Diagnosis:9ccs5:HIV infectn:-0.122 Diagnosis:9ccs143:Abdom hernia:-0.119 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1057 | OR_unadj: 0.957 [0.702 1.304] | indivs AUC:0.506 Correlated most with: Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:1.000 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.997 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.914 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.912 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.721 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.719 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.713 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.711 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.709 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.708 Vital: Wt for Len Percentile-gain7to13 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1290 | OR_unadj: 0.991 [0.753 1.305] | indivs AUC:0.576 Correlated most with: Maternal Diagnosis:9ccs200:Oth skin dx:0.101 Diagnosis:9ccs5:HIV infectn:-0.081 Diagnosis:9ccs16:Liver/ibd ca:0.069 Maternal Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:0.069 Diagnosis:9ccs210:SLE:0.068 Diagnosis:9ccs10:Immuniz/scrn:-0.067 Maternal Diagnosis:9ccs69:Affective dx:-0.064 Newborn Diagnosis:9ccs143:Abdom hernia:0.063 Maternal Maternal Procedure History:86580-postPregnancy:-0.062 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.061 * Vital: BMI-avg0to1 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1326 | OR_unadj: 1.323 [1.012 1.730] | indivs AUC:0.621 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.237 Maternal Diagnosis:9ccs184:Early labor:-0.227 Diagnosis:9ccs219:Low birth wt:-0.162 Maternal Diagnosis:9ccs185:Long pregncy:0.156 Newborn Diagnosis:9ccs224:Ot perint dx:0.093 Maternal Maternal Lab History: PTT-otherPregnancy:-0.093 Newborn Diagnosis:9ccs221:Resp distres:-0.090 Newborn Diagnosis:9ccs253:Allergy:-0.090 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.087 Maternal Diagnosis:9ccs183:HTN in preg:-0.085 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1058 | OR_unadj: 1.146 [0.865 1.519] | indivs AUC:0.509 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.999 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.278 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.277 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.188 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.187 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.163 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.162 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.153 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.151 * Vital: Ht Percentile-avg19to24 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 916 | OR_unadj: 1.365 [1.025 1.817] | indivs AUC:0.591 Correlated most with: Maternal Vital: Ht-postPregnancy:0.132 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.093 Newborn Diagnosis:9ccs219:Low birth wt:-0.091 Maternal Vital: Ht-otherPregnancy:0.091 Maternal Maternal Lab History: RBC-otherPregnancy:0.088 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.086 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.084 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.079 Maternal Maternal Procedure History:96372-otherPregnancy:-0.079 Diagnosis:9ccs128:Asthma:0.079 Maternal Vital: BMI-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 308 | OR_unadj: 1.059 [0.563 1.991] | indivs AUC:0.516 Correlated most with: Maternal Vital: BMI-otherPregnancy:1.000 Maternal Vital: BMI-postPregnancy:0.256 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.246 Maternal Vital: Wt-otherPregnancy:0.243 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.185 Maternal Maternal Lab History: RDW-otherPregnancy:0.183 Maternal Maternal Procedure History:86580-otherPregnancy:0.179 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.170 Maternal Vital: Wt-postPregnancy:0.164 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.157 Vital: Ht-gain5to10 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1429 | OR_unadj: 1.097 [0.806 1.493] | indivs AUC:0.492 Correlated most with: Maternal Diagnosis:9ccs200:Oth skin dx:-0.108 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:0.094 Maternal Diagnosis:9ccs143:Abdom hernia:0.082 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.081 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.081 Lab:292495 LEAD LEVEL - Sunrise:0.079 Diagnosis:9ccs236:Opn wnd extr:0.072 Maternal Vital: Wt Percentile-otherPregnancy:0.069 Maternal Maternal Procedure History:81000-postPregnancy:0.068 Maternal Diagnosis:9ccs98:HTN:0.066 Vital: HR-avg16to19 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 364 | OR_unadj: 0.933 [0.582 1.496] | indivs AUC:0.523 Correlated most with: Maternal Diagnosis:9ccs102:Chest pain:0.188 Diagnosis:9ccs106:Dysrhythmia:0.124 Maternal Diagnosis:9ccs24:Breast cancr:0.119 Maternal Diagnosis:9ccs1:Tuberculosis:-0.108 Maternal Diagnosis:9ccs121:Oth vein dx:0.108 Maternal Maternal Lab History: LDH-otherPregnancy:-0.088 Maternal Diagnosis:9ccs239:Superfic inj:-0.087 Maternal Maternal Lab History: HCG-postPregnancy:-0.087 Diagnosis:9ccs240:Burns:0.086 Maternal Diagnosis:9ccs184:Early labor:0.085 Vital: Wt for Len Percentile-gain16to24 | coef 0.000 95% CI: [-0.002 , 0.002] | OR_adj 1.000 [0.998 1.002] | occ: 1289 | OR_unadj: 0.818 [0.613 1.091] | indivs AUC:0.488 Correlated most with: Maternal Diagnosis:9ccs138:Esophgeal dx:-0.076 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.073 Newborn Diagnosis:9ccs133:Oth low resp:-0.072 Diagnosis:9ccs61:Sickle cell:-0.068 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:-0.067 Diagnosis:9ccs233:Intracrn inj:0.067 Maternal Maternal Lab History: A/G-otherPregnancy:0.066 Diagnosis:9ccs234:Crush injury:-0.064 Maternal Diagnosis:9ccs189:Prev c-sectn:0.063 Number of Visits:-0.062 Maternal Maternal Lab History: RBC-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 608 | OR_unadj: 1.228 [0.875 1.723] | indivs AUC:0.585 Correlated most with: Maternal Maternal Lab History: RBC-postPregnancy:1.000 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.728 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.623 Maternal Maternal Lab History: MCH-postPregnancy:-0.442 Maternal Maternal Lab History: MCV-postPregnancy:-0.421 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.316 Maternal Maternal Lab History: RBC-otherPregnancy:0.292 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.290 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.278 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.268 Diagnosis:9ccs198:Ot infl skin | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 195 | OR_unadj: 0.769 [0.490 1.205] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs198:Ot infl skin:1.000 Diagnosis:9ccs253:Allergy:0.131 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.106 Diagnosis:9ccs200:Oth skin dx:0.104 Diagnosis:9ccs94:Other ear dx:0.084 Diagnosis:9ccs133:Oth low resp:0.084 Number of Visits:0.083 Diagnosis:9ccs211:Ot conn tiss:0.081 Diagnosis:9ccs61:Sickle cell:0.075 Diagnosis:9ccs257:Ot aftercare:0.075 Maternal Vital: BP-postPregnancy | coef 0.000 95% CI: [-0.003 , 0.003] | OR_adj 1.000 [0.997 1.003] | occ: 666 | OR_unadj: 1.322 [0.954 1.832] | indivs AUC:0.537 Correlated most with: Maternal Vital: BP-postPregnancy:1.000 Maternal Vital: BP-otherPregnancy:0.421 Maternal Vital: Wt-postPregnancy:0.298 Maternal Vital: Wt-otherPregnancy:0.189 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.184 Diagnosis:9ccs232:Sprain:0.171 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.158 Maternal Diagnosis:9ccs183:HTN in preg:0.157 Maternal Maternal Lab History: URINE PH-postPregnancy:-0.153 MatDeliveryAge:0.144 Vital: Ht-avg0to1 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1326 | OR_unadj: 0.954 [0.722 1.262] | indivs AUC:0.490 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.348 Maternal Diagnosis:9ccs184:Early labor:-0.342 Diagnosis:9ccs219:Low birth wt:-0.204 Newborn Diagnosis:9ccs221:Resp distres:-0.162 Maternal Diagnosis:9ccs185:Long pregncy:0.159 Newborn Diagnosis:9ccs222:Perint jaund:-0.135 Maternal Diagnosis:9ccs183:HTN in preg:-0.127 Newborn Diagnosis:9ccs256:Exam/eval:-0.126 Diagnosis:9ccs143:Abdom hernia:-0.112 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.103 Maternal Maternal Lab History: RDW-postPregnancy | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 606 | OR_unadj: 1.257 [0.870 1.814] | indivs AUC:0.581 Correlated most with: Maternal Maternal Lab History: RDW-postPregnancy:1.000 Maternal Maternal Lab History: MCH-postPregnancy:-0.597 Maternal Maternal Lab History: MCV-postPregnancy:-0.547 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.413 Maternal Maternal Lab History: MCH-otherPregnancy:-0.296 Maternal Maternal Lab History: MCV-otherPregnancy:-0.293 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:-0.287 Maternal Maternal Lab History: RDW-otherPregnancy:0.262 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.196 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.151 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest | coef 0.000 95% CI: [-0.001 , 0.001] | OR_adj 1.000 [0.999 1.001] | occ: 1060 | OR_unadj: 1.261 [0.951 1.673] | indivs AUC:0.492 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.999 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.466 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.466 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.360 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.360 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.255 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.252 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.241 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.239 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1059 | OR_unadj: 1.048 [0.775 1.417] | indivs AUC:0.436 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.999 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.930 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.928 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.769 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.768 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.706 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.705 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.665 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.663 Maternal Maternal Lab History: MCV-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 608 | OR_unadj: 0.791 [0.553 1.133] | indivs AUC:0.471 Correlated most with: Maternal Maternal Lab History: MCV-postPregnancy:1.000 Maternal Maternal Lab History: MCH-postPregnancy:0.760 Maternal Maternal Lab History: RDW-postPregnancy:-0.547 Maternal Maternal Lab History: MCV-otherPregnancy:0.503 Maternal Maternal Lab History: RBC-postPregnancy:-0.421 Maternal Maternal Lab History: MCH-otherPregnancy:0.397 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.371 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.311 Maternal Maternal Lab History: RDW-otherPregnancy:-0.243 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.227 Maternal Maternal Lab History: MPV-postPregnancy | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 546 | OR_unadj: 1.135 [0.779 1.654] | indivs AUC:0.481 Correlated most with: Maternal Maternal Lab History: MPV-postPregnancy:1.000 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:-0.425 Maternal Maternal Lab History: MPV-otherPregnancy:0.421 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.282 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.133 Maternal Maternal Lab History: APTT-postPregnancy:0.125 Maternal Maternal Lab History: PATIENT-postPregnancy:0.125 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.122 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.122 Diagnosis:9ccs16:Liver/ibd ca:0.118 Vital: Wt Change-avg0to1 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 223 | OR_unadj: 0.616 [0.325 1.165] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: LH-postPregnancy:0.128 Maternal Maternal Lab History: FASTING-postPregnancy:-0.109 Lab:323825 STREP SCREEN THROAT - Sunrise:0.107 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.105 Newborn Diagnosis:9ccs197:Skin infectn:0.103 Maternal Maternal Lab History: HERPES I IgG-otherPregnancy:0.098 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.096 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.096 Maternal Maternal Lab History: FASTING-otherPregnancy:-0.095 Maternal Maternal Procedure History:96372-otherPregnancy:-0.091 Vital: Ht Percentile-gain7to13 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 713 | OR_unadj: 1.104 [0.782 1.559] | indivs AUC:0.479 Correlated most with: Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.098 Maternal Maternal Procedure History:93005-postPregnancy:-0.093 Maternal Vital: Wt Change-otherPregnancy:-0.089 Maternal Vital: Wt Change-postPregnancy:0.087 Maternal Diagnosis:9ccs7:Viral infect:-0.085 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.081 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.081 Diagnosis:9ccs120:Hemmorhoids:0.080 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.080 Maternal Diagnosis:9ccs89:Blindness:-0.076 Vital: Wt for Length ZScore-gain7to13 | coef -0.000 95% CI: [-0.001 , 0.001] | OR_adj 1.000 [0.999 1.001] | occ: 1460 | OR_unadj: 1.296 [0.993 1.692] | indivs AUC:0.536 Correlated most with: Maternal Diagnosis:9ccs198:Ot infl skin:0.126 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.104 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.104 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:-0.103 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.092 Lab:292495 LEAD LEVEL - Sunrise:0.089 Maternal Diagnosis:9ccs200:Oth skin dx:-0.084 Newborn Diagnosis:9ccs220:Birth asphyx:0.083 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.082 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.082 Maternal Diagnosis:9ccs190:Fetal distrs | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 378 | OR_unadj: 0.848 [0.610 1.181] | indivs AUC:0.462 Correlated most with: Maternal Diagnosis:9ccs190:Fetal distrs:1.000 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.147 Maternal Diagnosis:9ccs185:Long pregncy:0.141 Maternal Diagnosis:9ccs195:Ot compl bir:0.102 Maternal Diagnosis:9ccs176:Contraceptiv:-0.085 Diagnosis:9ccs61:Sickle cell:0.078 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.075 Maternal Maternal Procedure History:36415-otherPregnancy:0.072 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.070 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.070 Vital: Wt-gain13to19 | coef -0.000 95% CI: [-0.001 , 0.001] | OR_adj 1.000 [0.999 1.001] | occ: 1408 | OR_unadj: 1.117 [0.855 1.458] | indivs AUC:0.590 Correlated most with: Maternal Diagnosis:9ccs250:Nausea/vomit:-0.078 Maternal Maternal Lab History: RET %-postPregnancy:0.067 Maternal Maternal Procedure History:86703-postPregnancy:-0.066 Diagnosis:9ccs233:Intracrn inj:-0.066 Maternal Diagnosis:9ccs175:Ot femal gen:-0.065 Number of Visits:0.065 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:-0.064 Maternal Diagnosis:9ccs46:Bnign ut neo:0.063 Newborn Diagnosis:9ccs143:Abdom hernia:-0.063 Maternal Maternal Lab History: RET ABS-postPregnancy:0.063 Vital: Wt-gain10to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1422 | OR_unadj: 1.239 [0.917 1.676] | indivs AUC:0.579 Correlated most with: Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.093 Diagnosis:9ccs5:HIV infectn:0.075 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.069 Maternal Diagnosis:9ccs55:Fluid/elc dx:-0.068 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.068 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.068 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.067 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.066 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.065 Diagnosis:9ccs52:Nutrit defic:0.064 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 370 | OR_unadj: 0.918 [0.588 1.434] | indivs AUC:0.495 Correlated most with: Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.159 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:-0.159 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.158 Maternal Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.143 Maternal Maternal Lab History: LEAD LEVEL-otherPregnancy:-0.138 Maternal Vital: RR-postPregnancy:-0.132 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.127 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.116 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:0.114 Maternal Maternal Procedure History:99000-postPregnancy | coef 0.000 95% CI: [-0.001 , 0.001] | OR_adj 1.000 [0.999 1.001] | occ: 350 | OR_unadj: 0.959 [0.536 1.719] | indivs AUC:0.553 Correlated most with: Maternal Maternal Procedure History:99000-postPregnancy:1.000 Maternal Maternal Procedure History:99000-otherPregnancy:-0.253 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.239 Maternal Maternal Procedure History:81000-postPregnancy:0.221 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.161 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.145 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.144 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.144 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:-0.144 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:-0.144 Maternal Maternal Lab History: MCV-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 281 | OR_unadj: 0.814 [0.499 1.328] | indivs AUC:0.468 Correlated most with: Maternal Maternal Lab History: MCV-otherPregnancy:1.000 Maternal Maternal Lab History: MCH-otherPregnancy:0.792 Maternal Maternal Lab History: RDW-otherPregnancy:-0.560 Maternal Maternal Lab History: MCV-postPregnancy:0.503 Maternal Maternal Lab History: RBC-otherPregnancy:-0.469 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.425 Maternal Maternal Lab History: MCH-postPregnancy:0.403 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.361 Maternal Maternal Lab History: RDW-postPregnancy:-0.293 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.234 Vital: HC-gain7to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1298 | OR_unadj: 1.240 [0.922 1.668] | indivs AUC:0.586 Correlated most with: Maternal Diagnosis:9ccs200:Oth skin dx:0.085 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.082 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.073 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.073 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.072 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.071 Maternal Maternal Diagnosis:9ccs123:Influenza-postPregnancy:0.071 Maternal Maternal Lab History: APTT-postPregnancy:0.070 Maternal Maternal Lab History: PATIENT-postPregnancy:0.070 Maternal Diagnosis:9ccs210:SLE:0.070 Vital: Wt Percentile-gain1to5 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 439 | OR_unadj: 1.179 [0.767 1.814] | indivs AUC:0.482 Correlated most with: Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.115 Maternal Diagnosis:9ccs210:SLE:0.105 Maternal Maternal Lab History: AMP/SULBACTAM-postPregnancy:0.098 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.096 Maternal Maternal Lab History: PATIENT-postPregnancy:-0.094 Maternal Maternal Lab History: APTT-postPregnancy:-0.094 Diagnosis:9ccs129:Asp pneumon:0.087 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.086 Maternal Diagnosis:9ccs160:Urin stone:0.081 Maternal Maternal Lab History: MPV-otherPregnancy:0.080 Vital: Wt for Length ZScore-gain16to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1432 | OR_unadj: 1.066 [0.815 1.393] | indivs AUC:0.594 Correlated most with: Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:-0.093 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:-0.078 Maternal Vital: BMI-postPregnancy:0.074 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.070 Maternal Diagnosis:9ccs204:Ot joint dx:-0.069 Maternal Maternal Procedure History:81000-otherPregnancy:0.068 Maternal Maternal Lab History: RETIC HGB-postPregnancy:-0.067 Maternal Maternal Lab History: MPV-postPregnancy:-0.065 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.065 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.065 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 61 | OR_unadj: 0.384 [0.091 1.618] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:1.000 Maternal Maternal Lab History: NT MoM-postPregnancy:0.881 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.507 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.286 Maternal Maternal Lab History: APF MoM-postPregnancy:0.186 Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.181 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.139 Maternal Maternal Lab History: TSH-postPregnancy:-0.138 Maternal Maternal Procedure History:97803-otherPregnancy:-0.123 Maternal Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:-0.120 Diagnosis:9ccs122:Pneumonia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 123 | OR_unadj: 1.174 [0.719 1.916] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs122:Pneumonia:1.000 Number of Visits:0.235 Diagnosis:9ccs128:Asthma:0.211 Diagnosis:9ccs125:Bronchitis:0.164 Diagnosis:9ccs133:Oth low resp:0.161 Diagnosis:9ccs127:COPD:0.147 Diagnosis:9ccs92:Otitis media:0.145 Diagnosis:9ccs126:Ot up rsp in:0.115 Diagnosis:9ccs59:Anemia:0.103 Maternal Diagnosis:9ccs238:Complic proc:0.098 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1055 | OR_unadj: 1.275 [0.954 1.704] | indivs AUC:0.584 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.299 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.296 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.278 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.277 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.270 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.269 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.250 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.249 * Vital: Wt Percentile-avg16to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 747 | OR_unadj: 1.781 [1.341 2.364] | indivs AUC:0.649 Correlated most with: Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.106 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.086 Newborn Diagnosis:9ccs59:Anemia:-0.086 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.086 Diagnosis:9ccs48:Thyroid dsor:-0.085 Diagnosis:9ccs230:Fx leg:-0.082 Maternal Vital: BP-postPregnancy:0.082 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.080 Maternal Vital: Wt-postPregnancy:0.073 Maternal Maternal Procedure History:90746-postPregnancy:-0.073 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 997 | OR_unadj: 1.196 [0.884 1.617] | indivs AUC:0.502 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.999 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.459 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.457 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.450 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.449 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.403 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.402 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.342 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.339 Maternal Maternal Lab History: AST-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 269 | OR_unadj: 0.811 [0.398 1.653] | indivs AUC:0.473 Correlated most with: Maternal Maternal Lab History: AST-postPregnancy:1.000 Maternal Maternal Lab History: ALT-postPregnancy:0.637 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.368 Maternal Maternal Lab History: LDH-postPregnancy:0.300 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.292 Maternal Maternal Lab History: PO2-postPregnancy:0.199 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.198 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.198 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.196 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.196 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1057 | OR_unadj: 1.248 [0.940 1.656] | indivs AUC:0.485 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.999 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.466 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.465 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.360 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.360 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.255 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.254 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.241 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.239 Maternal Maternal Lab History: NT MoM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 60 | OR_unadj: 0.701 [0.209 2.344] | indivs AUC:0.512 Correlated most with: Maternal Maternal Lab History: NT MoM-postPregnancy:1.000 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.881 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.447 Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.266 Maternal Maternal Procedure History:97803-otherPregnancy:-0.193 Diagnosis:9ccs252:Fatigue:-0.174 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:0.171 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.148 Maternal Maternal Procedure History:97530-postPregnancy:-0.138 Maternal Vital: Ht Percentile-otherPregnancy:0.138 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 236 | OR_unadj: 1.016 [0.619 1.668] | indivs AUC:0.517 Correlated most with: Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:1.000 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:0.261 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.192 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.180 Maternal Maternal Lab History: WBC-otherPregnancy:-0.174 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:0.164 Maternal Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:-0.152 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.148 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.143 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.139 Vital: BMI Percentile-gain0to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 241 | OR_unadj: 1.517 [0.978 2.352] | indivs AUC:0.523 Correlated most with: Newborn Diagnosis:9ccs59:Anemia:-0.129 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.129 Diagnosis:9ccs259:Unclassified:-0.114 Diagnosis:9ccs70:Schizo/rl dx:-0.103 Lab:296169 RETICULOCYTE COUNT- LMC:0.091 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.081 Diagnosis:9ccs196:Nml preg/del:-0.077 Maternal Maternal Diagnosis:10ccs172:Ovarian cyst-postPregnancy:0.075 Maternal Maternal Diagnosis:9ccs123:Influenza-postPregnancy:0.075 Maternal Diagnosis:9ccs138:Esophgeal dx:-0.074 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 126 | OR_unadj: 1.741 [0.922 3.285] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:1.000 Maternal Maternal Lab History: LDL-postPregnancy:0.699 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.420 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.390 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.331 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.287 Maternal Vital: Wt Percentile-otherPregnancy:0.245 Maternal Maternal Lab History: VLDL-postPregnancy:0.240 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.225 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.211 * Vital: Wt for Length ZScore-gain0to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.783 Correlated most with: Maternal Vital: Wt-postPregnancy:0.106 Diagnosis:9ccs126:Ot up rsp in:0.093 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:0.089 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.083 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.082 Maternal Vital: Temp-otherPregnancy:0.082 Maternal Vital: Wt-otherPregnancy:0.077 Maternal Diagnosis:9ccs139:Gasduo ulcer:-0.073 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071 Diagnosis:9ccs48:Thyroid dsor:-0.071 Maternal Vital: Ht-otherPregnancy | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 309 | OR_unadj: 1.065 [0.679 1.670] | indivs AUC:0.526 Correlated most with: Maternal Vital: Ht-otherPregnancy:1.000 Maternal Vital: Ht-postPregnancy:0.610 Maternal Vital: Wt-otherPregnancy:0.289 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.213 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.212 Maternal Vital: BP-otherPregnancy:0.202 Maternal Vital: Wt-postPregnancy:0.196 Maternal Maternal Lab History: Alk Phos-otherPregnancy:-0.179 Maternal Vital: HR-otherPregnancy:0.165 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.158 * Vital: Wt-gain0to3 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1401 | OR_unadj: 1.349 [1.031 1.765] | indivs AUC:0.605 Correlated most with: Number of Visits:0.150 Diagnosis:9ccs126:Ot up rsp in:0.121 Diagnosis:9ccs92:Otitis media:0.100 Newborn Diagnosis:9ccs143:Abdom hernia:-0.085 Newborn Diagnosis:9ccs133:Oth low resp:0.084 Diagnosis:9ccs10:Immuniz/scrn:0.083 Maternal Maternal Diagnosis:9ccs180:Ectopic preg-postPregnancy:-0.082 Maternal Diagnosis:9ccs3:Oth bact inf:-0.080 Maternal Maternal Lab History: FOLATE-otherPregnancy:-0.077 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:-0.077 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 486 | OR_unadj: 0.778 [0.504 1.201] | indivs AUC:0.497 Correlated most with: Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.766 Maternal Maternal Lab History: WBC-postPregnancy:0.757 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.667 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.611 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.325 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.283 Maternal Maternal Lab History: WBC-otherPregnancy:0.257 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.241 Maternal Maternal Lab History: RBC-postPregnancy:-0.223 Vital: HC-latest | coef 0.000 95% CI: [-0.001 , 0.001] | OR_adj 1.000 [0.999 1.001] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.592 Correlated most with: Number of Visits:0.302 Diagnosis:9ccs126:Ot up rsp in:0.252 Diagnosis:9ccs10:Immuniz/scrn:0.246 Diagnosis:9ccs92:Otitis media:0.214 Diagnosis:9ccs257:Ot aftercare:0.211 Diagnosis:9ccs7:Viral infect:0.160 Diagnosis:9ccs125:Bronchitis:0.152 Diagnosis:9ccs135:Intest infct:0.150 Diagnosis:9ccs90:Eye infectn:0.137 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.128 * Vital: BMI-gain7to13 | coef -0.000 95% CI: [-0.002 , 0.002] | OR_adj 1.000 [0.998 1.002] | occ: 1475 | OR_unadj: 1.324 [1.001 1.752] | indivs AUC:0.542 Correlated most with: Maternal Diagnosis:9ccs200:Oth skin dx:0.117 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:-0.096 Maternal Diagnosis:9ccs69:Affective dx:-0.083 Maternal Maternal Procedure History:86580-postPregnancy:-0.079 Maternal Diagnosis:9ccs126:Ot up rsp in:0.078 Diagnosis:9ccs5:HIV infectn:-0.075 Diagnosis:9ccs10:Immuniz/scrn:-0.068 Diagnosis:9ccs16:Liver/ibd ca:0.068 Maternal Maternal Procedure History:36416-postPregnancy:-0.066 Maternal Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:0.064 Maternal Maternal Lab History: A/G-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 68 | OR_unadj: 0.522 [0.159 1.719] | indivs AUC:0.493 Correlated most with: Maternal Maternal Lab History: A/G-postPregnancy:1.000 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.864 Maternal Maternal Lab History: A/G-otherPregnancy:0.324 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.258 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.235 Maternal Maternal Lab History: URIC ACID-otherPregnancy:-0.234 Diagnosis:9ccs76:Meningitis:-0.229 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.224 Maternal Maternal Procedure History:86703-postPregnancy:-0.220 Maternal Diagnosis:9ccs245:Syncope:0.202 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 71 | OR_unadj: 2.183 [0.956 4.983] | indivs AUC:0.528 Correlated most with: Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:1.000 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.314 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.305 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:-0.226 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.217 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.199 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.193 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.168 Maternal Maternal Lab History: LDL-postPregnancy:-0.156 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.144 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 113 | OR_unadj: 1.346 [0.643 2.819] | indivs AUC:0.521 Correlated most with: Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.458 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.292 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.267 Maternal Maternal Lab History: AFP-postPregnancy:0.219 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.169 Maternal Diagnosis:9ccs250:Nausea/vomit:0.151 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.147 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.129 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.126 Vital: Wt for Length ZScore-gain0to3 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1309 | OR_unadj: 1.211 [0.926 1.584] | indivs AUC:0.579 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.097 Diagnosis:9ccs219:Low birth wt:-0.096 Newborn Diagnosis:9ccs219:Low birth wt:-0.095 Maternal Diagnosis:9ccs184:Early labor:-0.091 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:0.080 Diagnosis:10ccs58:Ot nutrit dx:0.069 Diagnosis:9ccs222:Perint jaund:-0.067 Newborn Diagnosis:9ccs224:Ot perint dx:0.064 Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.063 Lab:296169 RETICULOCYTE COUNT- LMC:0.062 Vital: Wt Percentile-gain0to3 | coef 0.000 95% CI: [-0.001 , 0.001] | OR_adj 1.000 [0.999 1.001] | occ: 372 | OR_unadj: 0.999 [0.638 1.563] | indivs AUC:0.490 Correlated most with: Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.124 Diagnosis:9ccs145:Int obstruct:0.122 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.118 Maternal Maternal Lab History: TOXOPLASMA IGG-postPregnancy:-0.085 Maternal Diagnosis:9ccs245:Syncope:0.082 Maternal Maternal Lab History: PAPP-A-otherPregnancy:-0.081 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.080 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.080 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.079 Maternal Maternal Lab History: RET %-postPregnancy:0.078 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1060 | OR_unadj: 1.111 [0.830 1.488] | indivs AUC:0.504 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.997 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.947 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.944 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.769 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.767 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.760 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.757 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.714 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.711 Vital: Wt Percentile-gain3to7 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 491 | OR_unadj: 0.943 [0.621 1.433] | indivs AUC:0.527 Correlated most with: Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.156 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.136 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.135 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.131 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:-0.112 Diagnosis:9ccs145:Int obstruct:-0.111 Maternal Diagnosis:9ccs121:Oth vein dx:-0.111 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.106 Maternal Maternal Lab History: TSH-otherPregnancy:0.097 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.096 Newborn Diagnosis:9ccs222:Perint jaund | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 169 | OR_unadj: 1.244 [0.818 1.892] | indivs AUC:0.503 Correlated most with: Newborn Diagnosis:9ccs222:Perint jaund:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.264 Maternal Diagnosis:9ccs184:Early labor:0.207 Newborn Diagnosis:9ccs256:Exam/eval:0.192 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.181 Newborn Diagnosis:9ccs253:Allergy:0.154 Newborn Diagnosis:9ccs221:Resp distres:0.149 Diagnosis:9ccs219:Low birth wt:0.119 Diagnosis:9ccs222:Perint jaund:0.115 Newborn Diagnosis:9ccs224:Ot perint dx:0.105 Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 56 | OR_unadj: 0.668 [0.283 1.575] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:1.000 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.151 Diagnosis:9ccs129:Asp pneumon:0.131 Diagnosis:9ccs87:Retinal dx:0.131 Newborn Diagnosis:9ccs59:Anemia:0.131 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.131 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.126 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.124 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.118 Maternal Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.118 Diagnosis:9ccs217:Ot cong anom | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 148 | OR_unadj: 0.870 [0.532 1.422] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs217:Ot cong anom:1.000 Diagnosis:9ccs89:Blindness:0.259 Diagnosis:9ccs91:Other eye dx:0.181 Diagnosis:9ccs47:Ot bnign neo:0.154 Diagnosis:9ccs95:Oth nerv dx:0.112 Number of Visits:0.110 Diagnosis:9ccs257:Ot aftercare:0.107 Diagnosis:9ccs10:Immuniz/scrn:0.102 Diagnosis:9ccs216:Nerv cong an:0.101 Diagnosis:9ccs74:Ot mentl cnd:0.099 Vital : 0.60830778003 Maternal Vital : 0.0242904701597 Number of Visits : -0.00528347929501 Maternal Maternal Lab History : 0.00647791131521 Maternal Diagnosis : 0.00738328395453 MatDeliveryAge : 0.00290720401825 Census : 0.00749281423541 Diagnosis : 0.001663679892 Newborn Diagnosis : -0.00127735152413 Maternal Maternal Diagnosis : 0.00023906394665 Maternal Maternal Procedure History : 0.00318298219507 Time to run analysis 0:04:02.827583 Total Time elapsed 8:44:01.327207 ----------------------------------------------------- girls no_min full randomforest regression Running batch 1 of 7 with 16 nodes Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.348 Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.854, R^2 test: 0.336 Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.712, R^2 test: 0.321 Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.649, R^2 test: 0.314 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.963, Explained Variance Score Train: 0.650 AUC Validation: 0.907, Explained Variance Score Validation: 0.323 AUC Test: 0.829, Explained Variance Score Test: 0.339 Bootstrap CV 15, alpha = (3000, 2, 1), R^2 train: 0.905, R^2 test: 0.301 Bootstrap CV 15, alpha = (3000, 2, 2), R^2 train: 0.868, R^2 test: 0.292 Bootstrap CV 15, alpha = (3000, 2, 5), R^2 train: 0.753, R^2 test: 0.291 Bootstrap CV 15, alpha = (3000, 2, 7), R^2 train: 0.687, R^2 test: 0.282 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.955, Explained Variance Score Train: 0.687 AUC Validation: 0.685, Explained Variance Score Validation: 0.287 AUC Test: 0.787, Explained Variance Score Test: 0.284 Bootstrap CV 11, alpha = (3000, 2, 1), R^2 train: 0.898, R^2 test: -0.014 Bootstrap CV 11, alpha = (3000, 2, 2), R^2 train: 0.872, R^2 test: -0.027 Bootstrap CV 11, alpha = (3000, 2, 5), R^2 train: 0.754, R^2 test: -0.032 Bootstrap CV 11, alpha = (3000, 2, 7), R^2 train: 0.684, R^2 test: -0.025 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.976, Explained Variance Score Train: 0.754 AUC Validation: 0.540, Explained Variance Score Validation: -0.030 AUC Test: 0.806, Explained Variance Score Test: 0.301 Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.900, R^2 test: 0.141 Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.858, R^2 test: 0.141 Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.740, R^2 test: 0.125 Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.664, R^2 test: 0.120 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.991, Explained Variance Score Train: 0.858 AUC Validation: 0.640, Explained Variance Score Validation: 0.154 AUC Test: 0.772, Explained Variance Score Test: 0.299 Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.885, R^2 test: 0.293 Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.824, R^2 test: 0.337 Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.650, R^2 test: 0.375 Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.574, R^2 test: 0.376 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.992, Explained Variance Score Train: 0.824 AUC Validation: 0.883, Explained Variance Score Validation: 0.342 AUC Test: 0.802, Explained Variance Score Test: 0.353 Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.884, R^2 test: 0.221 Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.835, R^2 test: 0.238 Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.702, R^2 test: 0.294 Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.623, R^2 test: 0.307 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.979, Explained Variance Score Train: 0.835 AUC Validation: 0.830, Explained Variance Score Validation: 0.260 AUC Test: 0.796, Explained Variance Score Test: 0.333 Bootstrap CV 10, alpha = (3000, 2, 1), R^2 train: 0.886, R^2 test: 0.182 Bootstrap CV 10, alpha = (3000, 2, 2), R^2 train: 0.830, R^2 test: 0.136 Bootstrap CV 10, alpha = (3000, 2, 5), R^2 train: 0.655, R^2 test: 0.180 Bootstrap CV 10, alpha = (3000, 2, 7), R^2 train: 0.576, R^2 test: 0.206 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.966, Explained Variance Score Train: 0.655 AUC Validation: 0.811, Explained Variance Score Validation: 0.237 AUC Test: 0.779, Explained Variance Score Test: 0.323 Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.890, R^2 test: 0.428 Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.805, R^2 test: 0.446 Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.633, R^2 test: 0.403 Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.562, R^2 test: 0.381 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.985, Explained Variance Score Train: 0.805 AUC Validation: 0.809, Explained Variance Score Validation: 0.448 AUC Test: 0.786, Explained Variance Score Test: 0.308 Bootstrap CV 13, alpha = (3000, 2, 1), R^2 train: 0.886, R^2 test: 0.264 Bootstrap CV 13, alpha = (3000, 2, 2), R^2 train: 0.831, R^2 test: 0.261 Bootstrap CV 13, alpha = (3000, 2, 5), R^2 train: 0.698, R^2 test: 0.243 Bootstrap CV 13, alpha = (3000, 2, 7), R^2 train: 0.617, R^2 test: 0.225 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.981, Explained Variance Score Train: 0.831 AUC Validation: 0.762, Explained Variance Score Validation: 0.342 AUC Test: 0.805, Explained Variance Score Test: 0.335 Bootstrap CV 14, alpha = (3000, 2, 1), R^2 train: 0.882, R^2 test: 0.162 Bootstrap CV 14, alpha = (3000, 2, 2), R^2 train: 0.833, R^2 test: 0.147 Bootstrap CV 14, alpha = (3000, 2, 5), R^2 train: 0.684, R^2 test: 0.160 Bootstrap CV 14, alpha = (3000, 2, 7), R^2 train: 0.610, R^2 test: 0.157 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.991, Explained Variance Score Train: 0.833 AUC Validation: 0.685, Explained Variance Score Validation: 0.164 AUC Test: 0.801, Explained Variance Score Test: 0.297 Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.901, R^2 test: 0.230 Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.862, R^2 test: 0.231 Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.731, R^2 test: 0.218 Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.659, R^2 test: 0.204 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.992, Explained Variance Score Train: 0.901 AUC Validation: 0.718, Explained Variance Score Validation: 0.252 AUC Test: 0.807, Explained Variance Score Test: 0.329 Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.899, R^2 test: 0.193 Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.864, R^2 test: 0.186 Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.734, R^2 test: 0.203 Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.669, R^2 test: 0.200 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.992, Explained Variance Score Train: 0.899 AUC Validation: 0.743, Explained Variance Score Validation: 0.200 AUC Test: 0.805, Explained Variance Score Test: 0.326 Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.898, R^2 test: 0.387 Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.853, R^2 test: 0.389 Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.731, R^2 test: 0.419 Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.661, R^2 test: 0.428 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.994, Explained Variance Score Train: 0.898 AUC Validation: 0.850, Explained Variance Score Validation: 0.396 AUC Test: 0.806, Explained Variance Score Test: 0.373 Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.898, R^2 test: 0.125 Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.842, R^2 test: 0.146 Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.715, R^2 test: 0.167 Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.646, R^2 test: 0.163 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.994, Explained Variance Score Train: 0.898 AUC Validation: 0.576, Explained Variance Score Validation: 0.126 AUC Test: 0.787, Explained Variance Score Test: 0.308 Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.350 Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.850, R^2 test: 0.343 Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.691, R^2 test: 0.370 Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.612, R^2 test: 0.378 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.988, Explained Variance Score Train: 0.891 AUC Validation: 0.822, Explained Variance Score Validation: 0.355 AUC Test: 0.801, Explained Variance Score Test: 0.337 Bootstrap CV 12, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.305 Bootstrap CV 12, alpha = (3000, 2, 2), R^2 train: 0.834, R^2 test: 0.316 Bootstrap CV 12, alpha = (3000, 2, 5), R^2 train: 0.695, R^2 test: 0.361 Bootstrap CV 12, alpha = (3000, 2, 7), R^2 train: 0.626, R^2 test: 0.368 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.993, Explained Variance Score Train: 0.894 AUC Validation: 0.849, Explained Variance Score Validation: 0.305 AUC Test: 0.802, Explained Variance Score Test: 0.361 Running batch 2 of 7 with 16 nodes Bootstrap CV 16, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.468 Bootstrap CV 16, alpha = (3000, 2, 2), R^2 train: 0.860, R^2 test: 0.463 Bootstrap CV 16, alpha = (3000, 2, 5), R^2 train: 0.743, R^2 test: 0.468 Bootstrap CV 16, alpha = (3000, 2, 7), R^2 train: 0.673, R^2 test: 0.462 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.948, Explained Variance Score Train: 0.673 AUC Validation: 0.877, Explained Variance Score Validation: 0.462 AUC Test: 0.801, Explained Variance Score Test: 0.323 Bootstrap CV 20, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.161 Bootstrap CV 20, alpha = (3000, 2, 2), R^2 train: 0.862, R^2 test: 0.153 Bootstrap CV 20, alpha = (3000, 2, 5), R^2 train: 0.745, R^2 test: 0.189 Bootstrap CV 20, alpha = (3000, 2, 7), R^2 train: 0.675, R^2 test: 0.199 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.973, Explained Variance Score Train: 0.745 AUC Validation: 0.737, Explained Variance Score Validation: 0.194 AUC Test: 0.798, Explained Variance Score Test: 0.273 Bootstrap CV 19, alpha = (3000, 2, 1), R^2 train: 0.903, R^2 test: 0.206 Bootstrap CV 19, alpha = (3000, 2, 2), R^2 train: 0.871, R^2 test: 0.223 Bootstrap CV 19, alpha = (3000, 2, 5), R^2 train: 0.756, R^2 test: 0.231 Bootstrap CV 19, alpha = (3000, 2, 7), R^2 train: 0.689, R^2 test: 0.224 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.993, Explained Variance Score Train: 0.871 AUC Validation: 0.830, Explained Variance Score Validation: 0.232 AUC Test: 0.834, Explained Variance Score Test: 0.354 Bootstrap CV 25, alpha = (3000, 2, 1), R^2 train: 0.888, R^2 test: 0.392 Bootstrap CV 25, alpha = (3000, 2, 2), R^2 train: 0.823, R^2 test: 0.403 Bootstrap CV 25, alpha = (3000, 2, 5), R^2 train: 0.694, R^2 test: 0.416 Bootstrap CV 25, alpha = (3000, 2, 7), R^2 train: 0.629, R^2 test: 0.407 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.962, Explained Variance Score Train: 0.694 AUC Validation: 0.841, Explained Variance Score Validation: 0.417 AUC Test: 0.766, Explained Variance Score Test: 0.237 Bootstrap CV 27, alpha = (3000, 2, 1), R^2 train: 0.916, R^2 test: 0.313 Bootstrap CV 27, alpha = (3000, 2, 2), R^2 train: 0.874, R^2 test: 0.330 Bootstrap CV 27, alpha = (3000, 2, 5), R^2 train: 0.752, R^2 test: 0.361 Bootstrap CV 27, alpha = (3000, 2, 7), R^2 train: 0.685, R^2 test: 0.357 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.974, Explained Variance Score Train: 0.685 AUC Validation: 0.803, Explained Variance Score Validation: 0.376 AUC Test: 0.818, Explained Variance Score Test: 0.313 Bootstrap CV 18, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.211 Bootstrap CV 18, alpha = (3000, 2, 2), R^2 train: 0.823, R^2 test: 0.267 Bootstrap CV 18, alpha = (3000, 2, 5), R^2 train: 0.684, R^2 test: 0.236 Bootstrap CV 18, alpha = (3000, 2, 7), R^2 train: 0.629, R^2 test: 0.259 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.979, Explained Variance Score Train: 0.823 AUC Validation: 0.807, Explained Variance Score Validation: 0.286 AUC Test: 0.774, Explained Variance Score Test: 0.319 Bootstrap CV 23, alpha = (3000, 2, 1), R^2 train: 0.902, R^2 test: 0.297 Bootstrap CV 23, alpha = (3000, 2, 2), R^2 train: 0.865, R^2 test: 0.266 Bootstrap CV 23, alpha = (3000, 2, 5), R^2 train: 0.723, R^2 test: 0.181 Bootstrap CV 23, alpha = (3000, 2, 7), R^2 train: 0.654, R^2 test: 0.159 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.995, Explained Variance Score Train: 0.865 AUC Validation: 0.790, Explained Variance Score Validation: 0.268 AUC Test: 0.794, Explained Variance Score Test: 0.336 Bootstrap CV 28, alpha = (3000, 2, 1), R^2 train: 0.887, R^2 test: 0.355 Bootstrap CV 28, alpha = (3000, 2, 2), R^2 train: 0.842, R^2 test: 0.363 Bootstrap CV 28, alpha = (3000, 2, 5), R^2 train: 0.686, R^2 test: 0.347 Bootstrap CV 28, alpha = (3000, 2, 7), R^2 train: 0.604, R^2 test: 0.335 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.962, Explained Variance Score Train: 0.686 AUC Validation: 0.881, Explained Variance Score Validation: 0.347 AUC Test: 0.777, Explained Variance Score Test: 0.317 Bootstrap CV 26, alpha = (3000, 2, 1), R^2 train: 0.898, R^2 test: 0.189 Bootstrap CV 26, alpha = (3000, 2, 2), R^2 train: 0.870, R^2 test: 0.184 Bootstrap CV 26, alpha = (3000, 2, 5), R^2 train: 0.722, R^2 test: 0.141 Bootstrap CV 26, alpha = (3000, 2, 7), R^2 train: 0.657, R^2 test: 0.175 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.989, Explained Variance Score Train: 0.870 AUC Validation: 0.760, Explained Variance Score Validation: 0.189 AUC Test: 0.775, Explained Variance Score Test: 0.329 Bootstrap CV 30, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.363 Bootstrap CV 30, alpha = (3000, 2, 2), R^2 train: 0.861, R^2 test: 0.361 Bootstrap CV 30, alpha = (3000, 2, 5), R^2 train: 0.742, R^2 test: 0.355 Bootstrap CV 30, alpha = (3000, 2, 7), R^2 train: 0.671, R^2 test: 0.359 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.989, Explained Variance Score Train: 0.861 AUC Validation: 0.849, Explained Variance Score Validation: 0.361 AUC Test: 0.783, Explained Variance Score Test: 0.287 Bootstrap CV 24, alpha = (3000, 2, 1), R^2 train: 0.900, R^2 test: 0.180 Bootstrap CV 24, alpha = (3000, 2, 2), R^2 train: 0.872, R^2 test: 0.183 Bootstrap CV 24, alpha = (3000, 2, 5), R^2 train: 0.749, R^2 test: 0.184 Bootstrap CV 24, alpha = (3000, 2, 7), R^2 train: 0.682, R^2 test: 0.179 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 1.000, Explained Variance Score Train: 0.900 AUC Validation: 0.694, Explained Variance Score Validation: 0.183 AUC Test: 0.756, Explained Variance Score Test: 0.227 Bootstrap CV 17, alpha = (3000, 2, 1), R^2 train: 0.887, R^2 test: 0.167 Bootstrap CV 17, alpha = (3000, 2, 2), R^2 train: 0.852, R^2 test: 0.197 Bootstrap CV 17, alpha = (3000, 2, 5), R^2 train: 0.704, R^2 test: 0.182 Bootstrap CV 17, alpha = (3000, 2, 7), R^2 train: 0.629, R^2 test: 0.171 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.991, Explained Variance Score Train: 0.887 AUC Validation: 0.740, Explained Variance Score Validation: 0.195 AUC Test: 0.799, Explained Variance Score Test: 0.302 Bootstrap CV 21, alpha = (3000, 2, 1), R^2 train: 0.913, R^2 test: 0.240 Bootstrap CV 21, alpha = (3000, 2, 2), R^2 train: 0.886, R^2 test: 0.248 Bootstrap CV 21, alpha = (3000, 2, 5), R^2 train: 0.772, R^2 test: 0.211 Bootstrap CV 21, alpha = (3000, 2, 7), R^2 train: 0.707, R^2 test: 0.204 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.998, Explained Variance Score Train: 0.913 AUC Validation: 0.766, Explained Variance Score Validation: 0.245 AUC Test: 0.804, Explained Variance Score Test: 0.349 Bootstrap CV 22, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: -0.036 Bootstrap CV 22, alpha = (3000, 2, 2), R^2 train: 0.855, R^2 test: -0.034 Bootstrap CV 22, alpha = (3000, 2, 5), R^2 train: 0.695, R^2 test: -0.049 Bootstrap CV 22, alpha = (3000, 2, 7), R^2 train: 0.616, R^2 test: -0.046 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.988, Explained Variance Score Train: 0.895 AUC Validation: 0.697, Explained Variance Score Validation: 0.004 AUC Test: 0.820, Explained Variance Score Test: 0.347 Bootstrap CV 31, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.044 Bootstrap CV 31, alpha = (3000, 2, 2), R^2 train: 0.857, R^2 test: -0.093 Bootstrap CV 31, alpha = (3000, 2, 5), R^2 train: 0.754, R^2 test: -0.074 Bootstrap CV 31, alpha = (3000, 2, 7), R^2 train: 0.688, R^2 test: -0.048 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.989, Explained Variance Score Train: 0.897 AUC Validation: 0.725, Explained Variance Score Validation: 0.138 AUC Test: 0.797, Explained Variance Score Test: 0.291 Bootstrap CV 29, alpha = (3000, 2, 1), R^2 train: 0.887, R^2 test: 0.363 Bootstrap CV 29, alpha = (3000, 2, 2), R^2 train: 0.813, R^2 test: 0.385 Bootstrap CV 29, alpha = (3000, 2, 5), R^2 train: 0.642, R^2 test: 0.427 Bootstrap CV 29, alpha = (3000, 2, 7), R^2 train: 0.551, R^2 test: 0.418 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.991, Explained Variance Score Train: 0.887 AUC Validation: 0.788, Explained Variance Score Validation: 0.368 AUC Test: 0.780, Explained Variance Score Test: 0.308 Running batch 3 of 7 with 16 nodes Bootstrap CV 32, alpha = (3000, 2, 1), R^2 train: 0.898, R^2 test: 0.195 Bootstrap CV 32, alpha = (3000, 2, 2), R^2 train: 0.828, R^2 test: 0.205 Bootstrap CV 32, alpha = (3000, 2, 5), R^2 train: 0.639, R^2 test: 0.258 Bootstrap CV 32, alpha = (3000, 2, 7), R^2 train: 0.555, R^2 test: 0.256 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.927, Explained Variance Score Train: 0.555 AUC Validation: 0.734, Explained Variance Score Validation: 0.272 AUC Test: 0.806, Explained Variance Score Test: 0.349 Bootstrap CV 36, alpha = (3000, 2, 1), R^2 train: 0.873, R^2 test: 0.367 Bootstrap CV 36, alpha = (3000, 2, 2), R^2 train: 0.790, R^2 test: 0.397 Bootstrap CV 36, alpha = (3000, 2, 5), R^2 train: 0.643, R^2 test: 0.408 Bootstrap CV 36, alpha = (3000, 2, 7), R^2 train: 0.571, R^2 test: 0.409 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.937, Explained Variance Score Train: 0.571 AUC Validation: 0.843, Explained Variance Score Validation: 0.411 AUC Test: 0.791, Explained Variance Score Test: 0.304 Bootstrap CV 47, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.185 Bootstrap CV 47, alpha = (3000, 2, 2), R^2 train: 0.855, R^2 test: 0.181 Bootstrap CV 47, alpha = (3000, 2, 5), R^2 train: 0.729, R^2 test: 0.176 Bootstrap CV 47, alpha = (3000, 2, 7), R^2 train: 0.651, R^2 test: 0.176 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.968, Explained Variance Score Train: 0.729 AUC Validation: 0.713, Explained Variance Score Validation: 0.184 AUC Test: 0.781, Explained Variance Score Test: 0.269 Bootstrap CV 34, alpha = (3000, 2, 1), R^2 train: 0.889, R^2 test: 0.389 Bootstrap CV 34, alpha = (3000, 2, 2), R^2 train: 0.842, R^2 test: 0.416 Bootstrap CV 34, alpha = (3000, 2, 5), R^2 train: 0.695, R^2 test: 0.417 Bootstrap CV 34, alpha = (3000, 2, 7), R^2 train: 0.630, R^2 test: 0.391 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.995, Explained Variance Score Train: 0.842 AUC Validation: 0.828, Explained Variance Score Validation: 0.427 AUC Test: 0.794, Explained Variance Score Test: 0.344 Bootstrap CV 42, alpha = (3000, 2, 1), R^2 train: 0.904, R^2 test: 0.243 Bootstrap CV 42, alpha = (3000, 2, 2), R^2 train: 0.871, R^2 test: 0.242 Bootstrap CV 42, alpha = (3000, 2, 5), R^2 train: 0.758, R^2 test: 0.232 Bootstrap CV 42, alpha = (3000, 2, 7), R^2 train: 0.693, R^2 test: 0.219 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.979, Explained Variance Score Train: 0.758 AUC Validation: 0.790, Explained Variance Score Validation: 0.233 AUC Test: 0.792, Explained Variance Score Test: 0.287 Bootstrap CV 38, alpha = (3000, 2, 1), R^2 train: 0.887, R^2 test: 0.265 Bootstrap CV 38, alpha = (3000, 2, 2), R^2 train: 0.811, R^2 test: 0.302 Bootstrap CV 38, alpha = (3000, 2, 5), R^2 train: 0.699, R^2 test: 0.318 Bootstrap CV 38, alpha = (3000, 2, 7), R^2 train: 0.631, R^2 test: 0.308 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.988, Explained Variance Score Train: 0.811 AUC Validation: 0.767, Explained Variance Score Validation: 0.306 AUC Test: 0.816, Explained Variance Score Test: 0.321 Bootstrap CV 46, alpha = (3000, 2, 1), R^2 train: 0.913, R^2 test: 0.314 Bootstrap CV 46, alpha = (3000, 2, 2), R^2 train: 0.882, R^2 test: 0.311 Bootstrap CV 46, alpha = (3000, 2, 5), R^2 train: 0.763, R^2 test: 0.338 Bootstrap CV 46, alpha = (3000, 2, 7), R^2 train: 0.681, R^2 test: 0.389 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.924, Explained Variance Score Train: 0.681 AUC Validation: 0.762, Explained Variance Score Validation: 0.389 AUC Test: 0.805, Explained Variance Score Test: 0.317 Bootstrap CV 40, alpha = (3000, 2, 1), R^2 train: 0.909, R^2 test: 0.311 Bootstrap CV 40, alpha = (3000, 2, 2), R^2 train: 0.872, R^2 test: 0.314 Bootstrap CV 40, alpha = (3000, 2, 5), R^2 train: 0.755, R^2 test: 0.319 Bootstrap CV 40, alpha = (3000, 2, 7), R^2 train: 0.685, R^2 test: 0.311 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.986, Explained Variance Score Train: 0.872 AUC Validation: 0.839, Explained Variance Score Validation: 0.322 AUC Test: 0.810, Explained Variance Score Test: 0.359 Bootstrap CV 41, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.256 Bootstrap CV 41, alpha = (3000, 2, 2), R^2 train: 0.842, R^2 test: 0.268 Bootstrap CV 41, alpha = (3000, 2, 5), R^2 train: 0.711, R^2 test: 0.259 Bootstrap CV 41, alpha = (3000, 2, 7), R^2 train: 0.637, R^2 test: 0.257 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.991, Explained Variance Score Train: 0.842 AUC Validation: 0.761, Explained Variance Score Validation: 0.268 AUC Test: 0.786, Explained Variance Score Test: 0.294 Bootstrap CV 37, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.276 Bootstrap CV 37, alpha = (3000, 2, 2), R^2 train: 0.859, R^2 test: 0.299 Bootstrap CV 37, alpha = (3000, 2, 5), R^2 train: 0.732, R^2 test: 0.268 Bootstrap CV 37, alpha = (3000, 2, 7), R^2 train: 0.662, R^2 test: 0.238 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.986, Explained Variance Score Train: 0.859 AUC Validation: 0.754, Explained Variance Score Validation: 0.308 AUC Test: 0.833, Explained Variance Score Test: 0.349 Bootstrap CV 45, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.133 Bootstrap CV 45, alpha = (3000, 2, 2), R^2 train: 0.835, R^2 test: 0.132 Bootstrap CV 45, alpha = (3000, 2, 5), R^2 train: 0.713, R^2 test: 0.107 Bootstrap CV 45, alpha = (3000, 2, 7), R^2 train: 0.645, R^2 test: 0.100 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.989, Explained Variance Score Train: 0.835 AUC Validation: 0.736, Explained Variance Score Validation: 0.139 AUC Test: 0.816, Explained Variance Score Test: 0.287 Bootstrap CV 33, alpha = (3000, 2, 1), R^2 train: 0.918, R^2 test: 0.349 Bootstrap CV 33, alpha = (3000, 2, 2), R^2 train: 0.897, R^2 test: 0.347 Bootstrap CV 33, alpha = (3000, 2, 5), R^2 train: 0.796, R^2 test: 0.332 Bootstrap CV 33, alpha = (3000, 2, 7), R^2 train: 0.725, R^2 test: 0.319 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.991, Explained Variance Score Train: 0.918 AUC Validation: 0.774, Explained Variance Score Validation: 0.358 AUC Test: 0.808, Explained Variance Score Test: 0.351 Bootstrap CV 39, alpha = (3000, 2, 1), R^2 train: 0.880, R^2 test: 0.201 Bootstrap CV 39, alpha = (3000, 2, 2), R^2 train: 0.841, R^2 test: 0.204 Bootstrap CV 39, alpha = (3000, 2, 5), R^2 train: 0.705, R^2 test: 0.200 Bootstrap CV 39, alpha = (3000, 2, 7), R^2 train: 0.629, R^2 test: 0.199 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.992, Explained Variance Score Train: 0.880 AUC Validation: 0.750, Explained Variance Score Validation: 0.207 AUC Test: 0.771, Explained Variance Score Test: 0.228 Bootstrap CV 35, alpha = (3000, 2, 1), R^2 train: 0.900, R^2 test: 0.393 Bootstrap CV 35, alpha = (3000, 2, 2), R^2 train: 0.866, R^2 test: 0.406 Bootstrap CV 35, alpha = (3000, 2, 5), R^2 train: 0.737, R^2 test: 0.381 Bootstrap CV 35, alpha = (3000, 2, 7), R^2 train: 0.668, R^2 test: 0.365 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.993, Explained Variance Score Train: 0.900 AUC Validation: 0.761, Explained Variance Score Validation: 0.393 AUC Test: 0.798, Explained Variance Score Test: 0.349 Bootstrap CV 43, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.242 Bootstrap CV 43, alpha = (3000, 2, 2), R^2 train: 0.864, R^2 test: 0.253 Bootstrap CV 43, alpha = (3000, 2, 5), R^2 train: 0.721, R^2 test: 0.268 Bootstrap CV 43, alpha = (3000, 2, 7), R^2 train: 0.656, R^2 test: 0.259 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.987, Explained Variance Score Train: 0.897 AUC Validation: 0.776, Explained Variance Score Validation: 0.250 AUC Test: 0.816, Explained Variance Score Test: 0.359 Bootstrap CV 44, alpha = (3000, 2, 1), R^2 train: 0.889, R^2 test: 0.225 Bootstrap CV 44, alpha = (3000, 2, 2), R^2 train: 0.803, R^2 test: 0.223 Bootstrap CV 44, alpha = (3000, 2, 5), R^2 train: 0.632, R^2 test: 0.213 Bootstrap CV 44, alpha = (3000, 2, 7), R^2 train: 0.555, R^2 test: 0.204 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.991, Explained Variance Score Train: 0.889 AUC Validation: 0.712, Explained Variance Score Validation: 0.227 AUC Test: 0.773, Explained Variance Score Test: 0.318 Running batch 4 of 7 with 16 nodes Bootstrap CV 56, alpha = (3000, 2, 1), R^2 train: 0.901, R^2 test: 0.418 Bootstrap CV 56, alpha = (3000, 2, 2), R^2 train: 0.869, R^2 test: 0.427 Bootstrap CV 56, alpha = (3000, 2, 5), R^2 train: 0.730, R^2 test: 0.429 Bootstrap CV 56, alpha = (3000, 2, 7), R^2 train: 0.654, R^2 test: 0.427 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.931, Explained Variance Score Train: 0.654 AUC Validation: 0.864, Explained Variance Score Validation: 0.427 AUC Test: 0.786, Explained Variance Score Test: 0.329 Bootstrap CV 60, alpha = (3000, 2, 1), R^2 train: 0.911, R^2 test: 0.049 Bootstrap CV 60, alpha = (3000, 2, 2), R^2 train: 0.860, R^2 test: 0.047 Bootstrap CV 60, alpha = (3000, 2, 5), R^2 train: 0.695, R^2 test: 0.016 Bootstrap CV 60, alpha = (3000, 2, 7), R^2 train: 0.620, R^2 test: 0.015 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.958, Explained Variance Score Train: 0.620 AUC Validation: 0.672, Explained Variance Score Validation: 0.036 AUC Test: 0.778, Explained Variance Score Test: 0.311 Bootstrap CV 50, alpha = (3000, 2, 1), R^2 train: 0.910, R^2 test: 0.131 Bootstrap CV 50, alpha = (3000, 2, 2), R^2 train: 0.853, R^2 test: 0.112 Bootstrap CV 50, alpha = (3000, 2, 5), R^2 train: 0.661, R^2 test: 0.029 Bootstrap CV 50, alpha = (3000, 2, 7), R^2 train: 0.600, R^2 test: 0.044 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.992, Explained Variance Score Train: 0.853 AUC Validation: 0.738, Explained Variance Score Validation: 0.114 AUC Test: 0.803, Explained Variance Score Test: 0.346 Bootstrap CV 52, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.515 Bootstrap CV 52, alpha = (3000, 2, 2), R^2 train: 0.860, R^2 test: 0.521 Bootstrap CV 52, alpha = (3000, 2, 5), R^2 train: 0.729, R^2 test: 0.517 Bootstrap CV 52, alpha = (3000, 2, 7), R^2 train: 0.659, R^2 test: 0.500 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.974, Explained Variance Score Train: 0.860 AUC Validation: 0.854, Explained Variance Score Validation: 0.527 AUC Test: 0.788, Explained Variance Score Test: 0.300 Bootstrap CV 58, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.185 Bootstrap CV 58, alpha = (3000, 2, 2), R^2 train: 0.838, R^2 test: 0.224 Bootstrap CV 58, alpha = (3000, 2, 5), R^2 train: 0.690, R^2 test: 0.294 Bootstrap CV 58, alpha = (3000, 2, 7), R^2 train: 0.617, R^2 test: 0.298 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.991, Explained Variance Score Train: 0.838 AUC Validation: 0.765, Explained Variance Score Validation: 0.229 AUC Test: 0.789, Explained Variance Score Test: 0.323 Bootstrap CV 55, alpha = (3000, 2, 1), R^2 train: 0.902, R^2 test: 0.234 Bootstrap CV 55, alpha = (3000, 2, 2), R^2 train: 0.861, R^2 test: 0.236 Bootstrap CV 55, alpha = (3000, 2, 5), R^2 train: 0.738, R^2 test: 0.242 Bootstrap CV 55, alpha = (3000, 2, 7), R^2 train: 0.662, R^2 test: 0.243 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.995, Explained Variance Score Train: 0.861 AUC Validation: 0.645, Explained Variance Score Validation: 0.237 AUC Test: 0.796, Explained Variance Score Test: 0.321 Bootstrap CV 48, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.276 Bootstrap CV 48, alpha = (3000, 2, 2), R^2 train: 0.848, R^2 test: 0.285 Bootstrap CV 48, alpha = (3000, 2, 5), R^2 train: 0.713, R^2 test: 0.282 Bootstrap CV 48, alpha = (3000, 2, 7), R^2 train: 0.644, R^2 test: 0.280 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.992, Explained Variance Score Train: 0.895 AUC Validation: 0.804, Explained Variance Score Validation: 0.277 AUC Test: 0.804, Explained Variance Score Test: 0.349 Bootstrap CV 49, alpha = (3000, 2, 1), R^2 train: 0.909, R^2 test: 0.307 Bootstrap CV 49, alpha = (3000, 2, 2), R^2 train: 0.865, R^2 test: 0.299 Bootstrap CV 49, alpha = (3000, 2, 5), R^2 train: 0.740, R^2 test: 0.314 Bootstrap CV 49, alpha = (3000, 2, 7), R^2 train: 0.678, R^2 test: 0.321 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 1.000, Explained Variance Score Train: 0.909 AUC Validation: 0.765, Explained Variance Score Validation: 0.309 AUC Test: 0.804, Explained Variance Score Test: 0.323 Bootstrap CV 63, alpha = (3000, 2, 1), R^2 train: 0.905, R^2 test: 0.133 Bootstrap CV 63, alpha = (3000, 2, 2), R^2 train: 0.872, R^2 test: 0.119 Bootstrap CV 63, alpha = (3000, 2, 5), R^2 train: 0.761, R^2 test: 0.115 Bootstrap CV 63, alpha = (3000, 2, 7), R^2 train: 0.695, R^2 test: 0.121 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.979, Explained Variance Score Train: 0.872 AUC Validation: 0.792, Explained Variance Score Validation: 0.162 AUC Test: 0.752, Explained Variance Score Test: 0.245 Bootstrap CV 51, alpha = (3000, 2, 1), R^2 train: 0.885, R^2 test: 0.279 Bootstrap CV 51, alpha = (3000, 2, 2), R^2 train: 0.842, R^2 test: 0.286 Bootstrap CV 51, alpha = (3000, 2, 5), R^2 train: 0.703, R^2 test: 0.325 Bootstrap CV 51, alpha = (3000, 2, 7), R^2 train: 0.630, R^2 test: 0.332 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.994, Explained Variance Score Train: 0.885 AUC Validation: 0.838, Explained Variance Score Validation: 0.305 AUC Test: 0.796, Explained Variance Score Test: 0.340 Bootstrap CV 53, alpha = (3000, 2, 1), R^2 train: 0.910, R^2 test: 0.148 Bootstrap CV 53, alpha = (3000, 2, 2), R^2 train: 0.881, R^2 test: 0.150 Bootstrap CV 53, alpha = (3000, 2, 5), R^2 train: 0.766, R^2 test: 0.150 Bootstrap CV 53, alpha = (3000, 2, 7), R^2 train: 0.706, R^2 test: 0.142 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.988, Explained Variance Score Train: 0.910 AUC Validation: 0.746, Explained Variance Score Validation: 0.157 AUC Test: 0.791, Explained Variance Score Test: 0.340 Bootstrap CV 54, alpha = (3000, 2, 1), R^2 train: 0.899, R^2 test: 0.279 Bootstrap CV 54, alpha = (3000, 2, 2), R^2 train: 0.848, R^2 test: 0.275 Bootstrap CV 54, alpha = (3000, 2, 5), R^2 train: 0.717, R^2 test: 0.275 Bootstrap CV 54, alpha = (3000, 2, 7), R^2 train: 0.648, R^2 test: 0.262 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.993, Explained Variance Score Train: 0.899 AUC Validation: 0.779, Explained Variance Score Validation: 0.287 AUC Test: 0.803, Explained Variance Score Test: 0.349 Bootstrap CV 57, alpha = (3000, 2, 1), R^2 train: 0.904, R^2 test: 0.098 Bootstrap CV 57, alpha = (3000, 2, 2), R^2 train: 0.864, R^2 test: 0.092 Bootstrap CV 57, alpha = (3000, 2, 5), R^2 train: 0.749, R^2 test: 0.090 Bootstrap CV 57, alpha = (3000, 2, 7), R^2 train: 0.686, R^2 test: 0.085 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.991, Explained Variance Score Train: 0.904 AUC Validation: 0.708, Explained Variance Score Validation: 0.102 AUC Test: 0.798, Explained Variance Score Test: 0.343 Bootstrap CV 61, alpha = (3000, 2, 1), R^2 train: 0.903, R^2 test: 0.309 Bootstrap CV 61, alpha = (3000, 2, 2), R^2 train: 0.856, R^2 test: 0.316 Bootstrap CV 61, alpha = (3000, 2, 5), R^2 train: 0.746, R^2 test: 0.319 Bootstrap CV 61, alpha = (3000, 2, 7), R^2 train: 0.671, R^2 test: 0.322 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.995, Explained Variance Score Train: 0.903 AUC Validation: 0.756, Explained Variance Score Validation: 0.310 AUC Test: 0.796, Explained Variance Score Test: 0.335 Bootstrap CV 59, alpha = (3000, 2, 1), R^2 train: 0.888, R^2 test: 0.352 Bootstrap CV 59, alpha = (3000, 2, 2), R^2 train: 0.850, R^2 test: 0.334 Bootstrap CV 59, alpha = (3000, 2, 5), R^2 train: 0.697, R^2 test: 0.358 Bootstrap CV 59, alpha = (3000, 2, 7), R^2 train: 0.622, R^2 test: 0.361 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.990, Explained Variance Score Train: 0.888 AUC Validation: 0.890, Explained Variance Score Validation: 0.353 AUC Test: 0.792, Explained Variance Score Test: 0.311 Bootstrap CV 62, alpha = (3000, 2, 1), R^2 train: 0.910, R^2 test: 0.274 Bootstrap CV 62, alpha = (3000, 2, 2), R^2 train: 0.886, R^2 test: 0.273 Bootstrap CV 62, alpha = (3000, 2, 5), R^2 train: 0.775, R^2 test: 0.256 Bootstrap CV 62, alpha = (3000, 2, 7), R^2 train: 0.709, R^2 test: 0.244 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.983, Explained Variance Score Train: 0.910 AUC Validation: 0.729, Explained Variance Score Validation: 0.287 AUC Test: 0.803, Explained Variance Score Test: 0.352 Running batch 5 of 7 with 16 nodes Bootstrap CV 66, alpha = (3000, 2, 1), R^2 train: 0.888, R^2 test: 0.339 Bootstrap CV 66, alpha = (3000, 2, 2), R^2 train: 0.823, R^2 test: 0.330 Bootstrap CV 66, alpha = (3000, 2, 5), R^2 train: 0.671, R^2 test: 0.326 Bootstrap CV 66, alpha = (3000, 2, 7), R^2 train: 0.598, R^2 test: 0.311 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.969, Explained Variance Score Train: 0.671 AUC Validation: 0.865, Explained Variance Score Validation: 0.327 AUC Test: 0.792, Explained Variance Score Test: 0.337 Bootstrap CV 64, alpha = (3000, 2, 1), R^2 train: 0.886, R^2 test: 0.237 Bootstrap CV 64, alpha = (3000, 2, 2), R^2 train: 0.827, R^2 test: 0.234 Bootstrap CV 64, alpha = (3000, 2, 5), R^2 train: 0.678, R^2 test: 0.260 Bootstrap CV 64, alpha = (3000, 2, 7), R^2 train: 0.610, R^2 test: 0.263 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.970, Explained Variance Score Train: 0.678 AUC Validation: 0.794, Explained Variance Score Validation: 0.263 AUC Test: 0.800, Explained Variance Score Test: 0.306 Bootstrap CV 72, alpha = (3000, 2, 1), R^2 train: 0.885, R^2 test: 0.288 Bootstrap CV 72, alpha = (3000, 2, 2), R^2 train: 0.796, R^2 test: 0.301 Bootstrap CV 72, alpha = (3000, 2, 5), R^2 train: 0.628, R^2 test: 0.308 Bootstrap CV 72, alpha = (3000, 2, 7), R^2 train: 0.557, R^2 test: 0.289 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.929, Explained Variance Score Train: 0.557 AUC Validation: 0.719, Explained Variance Score Validation: 0.291 AUC Test: 0.786, Explained Variance Score Test: 0.315 Bootstrap CV 67, alpha = (3000, 2, 1), R^2 train: 0.901, R^2 test: 0.434 Bootstrap CV 67, alpha = (3000, 2, 2), R^2 train: 0.873, R^2 test: 0.434 Bootstrap CV 67, alpha = (3000, 2, 5), R^2 train: 0.753, R^2 test: 0.420 Bootstrap CV 67, alpha = (3000, 2, 7), R^2 train: 0.670, R^2 test: 0.406 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.946, Explained Variance Score Train: 0.753 AUC Validation: 0.898, Explained Variance Score Validation: 0.420 AUC Test: 0.803, Explained Variance Score Test: 0.331 Bootstrap CV 70, alpha = (3000, 2, 1), R^2 train: 0.901, R^2 test: 0.227 Bootstrap CV 70, alpha = (3000, 2, 2), R^2 train: 0.867, R^2 test: 0.224 Bootstrap CV 70, alpha = (3000, 2, 5), R^2 train: 0.749, R^2 test: 0.249 Bootstrap CV 70, alpha = (3000, 2, 7), R^2 train: 0.678, R^2 test: 0.266 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.940, Explained Variance Score Train: 0.678 AUC Validation: 0.719, Explained Variance Score Validation: 0.276 AUC Test: 0.799, Explained Variance Score Test: 0.301 Bootstrap CV 69, alpha = (3000, 2, 1), R^2 train: 0.906, R^2 test: 0.045 Bootstrap CV 69, alpha = (3000, 2, 2), R^2 train: 0.847, R^2 test: 0.063 Bootstrap CV 69, alpha = (3000, 2, 5), R^2 train: 0.695, R^2 test: 0.053 Bootstrap CV 69, alpha = (3000, 2, 7), R^2 train: 0.629, R^2 test: 0.099 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.971, Explained Variance Score Train: 0.695 AUC Validation: 0.692, Explained Variance Score Validation: 0.078 AUC Test: 0.801, Explained Variance Score Test: 0.325 Bootstrap CV 75, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.265 Bootstrap CV 75, alpha = (3000, 2, 2), R^2 train: 0.823, R^2 test: 0.253 Bootstrap CV 75, alpha = (3000, 2, 5), R^2 train: 0.647, R^2 test: 0.220 Bootstrap CV 75, alpha = (3000, 2, 7), R^2 train: 0.585, R^2 test: 0.247 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.949, Explained Variance Score Train: 0.585 AUC Validation: 0.779, Explained Variance Score Validation: 0.249 AUC Test: 0.801, Explained Variance Score Test: 0.324 Bootstrap CV 65, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.343 Bootstrap CV 65, alpha = (3000, 2, 2), R^2 train: 0.851, R^2 test: 0.395 Bootstrap CV 65, alpha = (3000, 2, 5), R^2 train: 0.724, R^2 test: 0.380 Bootstrap CV 65, alpha = (3000, 2, 7), R^2 train: 0.658, R^2 test: 0.369 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.994, Explained Variance Score Train: 0.851 AUC Validation: 0.887, Explained Variance Score Validation: 0.399 AUC Test: 0.800, Explained Variance Score Test: 0.347 Bootstrap CV 77, alpha = (3000, 2, 1), R^2 train: 0.904, R^2 test: 0.343 Bootstrap CV 77, alpha = (3000, 2, 2), R^2 train: 0.871, R^2 test: 0.344 Bootstrap CV 77, alpha = (3000, 2, 5), R^2 train: 0.725, R^2 test: 0.345 Bootstrap CV 77, alpha = (3000, 2, 7), R^2 train: 0.658, R^2 test: 0.319 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.948, Explained Variance Score Train: 0.658 AUC Validation: 0.842, Explained Variance Score Validation: 0.319 AUC Test: 0.793, Explained Variance Score Test: 0.287 Bootstrap CV 74, alpha = (3000, 2, 1), R^2 train: 0.882, R^2 test: 0.360 Bootstrap CV 74, alpha = (3000, 2, 2), R^2 train: 0.824, R^2 test: 0.370 Bootstrap CV 74, alpha = (3000, 2, 5), R^2 train: 0.658, R^2 test: 0.366 Bootstrap CV 74, alpha = (3000, 2, 7), R^2 train: 0.578, R^2 test: 0.357 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.960, Explained Variance Score Train: 0.658 AUC Validation: 0.821, Explained Variance Score Validation: 0.370 AUC Test: 0.809, Explained Variance Score Test: 0.313 Bootstrap CV 68, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.248 Bootstrap CV 68, alpha = (3000, 2, 2), R^2 train: 0.863, R^2 test: 0.251 Bootstrap CV 68, alpha = (3000, 2, 5), R^2 train: 0.734, R^2 test: 0.247 Bootstrap CV 68, alpha = (3000, 2, 7), R^2 train: 0.664, R^2 test: 0.226 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.994, Explained Variance Score Train: 0.863 AUC Validation: 0.780, Explained Variance Score Validation: 0.259 AUC Test: 0.816, Explained Variance Score Test: 0.356 Bootstrap CV 78, alpha = (3000, 2, 1), R^2 train: 0.888, R^2 test: 0.286 Bootstrap CV 78, alpha = (3000, 2, 2), R^2 train: 0.837, R^2 test: 0.315 Bootstrap CV 78, alpha = (3000, 2, 5), R^2 train: 0.689, R^2 test: 0.336 Bootstrap CV 78, alpha = (3000, 2, 7), R^2 train: 0.620, R^2 test: 0.324 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.976, Explained Variance Score Train: 0.690 AUC Validation: 0.830, Explained Variance Score Validation: 0.336 AUC Test: 0.827, Explained Variance Score Test: 0.342 Bootstrap CV 76, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.238 Bootstrap CV 76, alpha = (3000, 2, 2), R^2 train: 0.819, R^2 test: 0.226 Bootstrap CV 76, alpha = (3000, 2, 5), R^2 train: 0.623, R^2 test: 0.028 Bootstrap CV 76, alpha = (3000, 2, 7), R^2 train: 0.550, R^2 test: 0.119 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.908, Explained Variance Score Train: 0.550 AUC Validation: 0.805, Explained Variance Score Validation: 0.137 AUC Test: 0.805, Explained Variance Score Test: 0.335 Bootstrap CV 73, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.374 Bootstrap CV 73, alpha = (3000, 2, 2), R^2 train: 0.855, R^2 test: 0.361 Bootstrap CV 73, alpha = (3000, 2, 5), R^2 train: 0.719, R^2 test: 0.360 Bootstrap CV 73, alpha = (3000, 2, 7), R^2 train: 0.650, R^2 test: 0.359 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.989, Explained Variance Score Train: 0.892 AUC Validation: 0.886, Explained Variance Score Validation: 0.374 AUC Test: 0.800, Explained Variance Score Test: 0.317 Bootstrap CV 71, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.129 Bootstrap CV 71, alpha = (3000, 2, 2), R^2 train: 0.859, R^2 test: 0.138 Bootstrap CV 71, alpha = (3000, 2, 5), R^2 train: 0.726, R^2 test: 0.155 Bootstrap CV 71, alpha = (3000, 2, 7), R^2 train: 0.651, R^2 test: 0.170 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.987, Explained Variance Score Train: 0.891 AUC Validation: 0.671, Explained Variance Score Validation: 0.132 AUC Test: 0.803, Explained Variance Score Test: 0.262 Bootstrap CV 79, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.143 Bootstrap CV 79, alpha = (3000, 2, 2), R^2 train: 0.859, R^2 test: 0.147 Bootstrap CV 79, alpha = (3000, 2, 5), R^2 train: 0.718, R^2 test: 0.149 Bootstrap CV 79, alpha = (3000, 2, 7), R^2 train: 0.638, R^2 test: 0.149 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.987, Explained Variance Score Train: 0.891 AUC Validation: 0.624, Explained Variance Score Validation: 0.156 AUC Test: 0.788, Explained Variance Score Test: 0.329 Running batch 6 of 7 with 16 nodes Bootstrap CV 82, alpha = (3000, 2, 1), R^2 train: 0.916, R^2 test: 0.097 Bootstrap CV 82, alpha = (3000, 2, 2), R^2 train: 0.848, R^2 test: 0.030 Bootstrap CV 82, alpha = (3000, 2, 5), R^2 train: 0.690, R^2 test: 0.250 Bootstrap CV 82, alpha = (3000, 2, 7), R^2 train: 0.617, R^2 test: 0.248 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.970, Explained Variance Score Train: 0.690 AUC Validation: 0.807, Explained Variance Score Validation: 0.256 AUC Test: 0.799, Explained Variance Score Test: 0.342 Bootstrap CV 80, alpha = (3000, 2, 1), R^2 train: 0.898, R^2 test: 0.159 Bootstrap CV 80, alpha = (3000, 2, 2), R^2 train: 0.814, R^2 test: 0.170 Bootstrap CV 80, alpha = (3000, 2, 5), R^2 train: 0.647, R^2 test: 0.203 Bootstrap CV 80, alpha = (3000, 2, 7), R^2 train: 0.581, R^2 test: 0.203 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.962, Explained Variance Score Train: 0.581 AUC Validation: 0.677, Explained Variance Score Validation: 0.209 AUC Test: 0.811, Explained Variance Score Test: 0.315 Bootstrap CV 81, alpha = (3000, 2, 1), R^2 train: 0.924, R^2 test: 0.098 Bootstrap CV 81, alpha = (3000, 2, 2), R^2 train: 0.907, R^2 test: 0.098 Bootstrap CV 81, alpha = (3000, 2, 5), R^2 train: 0.822, R^2 test: 0.102 Bootstrap CV 81, alpha = (3000, 2, 7), R^2 train: 0.761, R^2 test: 0.104 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.961, Explained Variance Score Train: 0.822 AUC Validation: 0.623, Explained Variance Score Validation: 0.113 AUC Test: 0.807, Explained Variance Score Test: 0.319 Bootstrap CV 85, alpha = (3000, 2, 1), R^2 train: 0.889, R^2 test: 0.240 Bootstrap CV 85, alpha = (3000, 2, 2), R^2 train: 0.839, R^2 test: 0.244 Bootstrap CV 85, alpha = (3000, 2, 5), R^2 train: 0.708, R^2 test: 0.240 Bootstrap CV 85, alpha = (3000, 2, 7), R^2 train: 0.636, R^2 test: 0.244 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.975, Explained Variance Score Train: 0.708 AUC Validation: 0.662, Explained Variance Score Validation: 0.253 AUC Test: 0.798, Explained Variance Score Test: 0.291 Bootstrap CV 87, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.352 Bootstrap CV 87, alpha = (3000, 2, 2), R^2 train: 0.855, R^2 test: 0.343 Bootstrap CV 87, alpha = (3000, 2, 5), R^2 train: 0.707, R^2 test: 0.377 Bootstrap CV 87, alpha = (3000, 2, 7), R^2 train: 0.617, R^2 test: 0.393 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.912, Explained Variance Score Train: 0.617 AUC Validation: 0.849, Explained Variance Score Validation: 0.394 AUC Test: 0.797, Explained Variance Score Test: 0.297 Bootstrap CV 86, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.310 Bootstrap CV 86, alpha = (3000, 2, 2), R^2 train: 0.834, R^2 test: 0.320 Bootstrap CV 86, alpha = (3000, 2, 5), R^2 train: 0.644, R^2 test: 0.281 Bootstrap CV 86, alpha = (3000, 2, 7), R^2 train: 0.575, R^2 test: 0.285 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.957, Explained Variance Score Train: 0.644 AUC Validation: 0.760, Explained Variance Score Validation: 0.290 AUC Test: 0.789, Explained Variance Score Test: 0.275 Bootstrap CV 91, alpha = (3000, 2, 1), R^2 train: 0.900, R^2 test: 0.017 Bootstrap CV 91, alpha = (3000, 2, 2), R^2 train: 0.847, R^2 test: 0.178 Bootstrap CV 91, alpha = (3000, 2, 5), R^2 train: 0.737, R^2 test: 0.209 Bootstrap CV 91, alpha = (3000, 2, 7), R^2 train: 0.665, R^2 test: 0.215 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.956, Explained Variance Score Train: 0.737 AUC Validation: 0.754, Explained Variance Score Validation: 0.212 AUC Test: 0.793, Explained Variance Score Test: 0.339 Bootstrap CV 83, alpha = (3000, 2, 1), R^2 train: 0.911, R^2 test: 0.241 Bootstrap CV 83, alpha = (3000, 2, 2), R^2 train: 0.880, R^2 test: 0.236 Bootstrap CV 83, alpha = (3000, 2, 5), R^2 train: 0.756, R^2 test: 0.243 Bootstrap CV 83, alpha = (3000, 2, 7), R^2 train: 0.689, R^2 test: 0.262 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.994, Explained Variance Score Train: 0.880 AUC Validation: 0.778, Explained Variance Score Validation: 0.277 AUC Test: 0.796, Explained Variance Score Test: 0.313 Bootstrap CV 95, alpha = (3000, 2, 1), R^2 train: 0.901, R^2 test: 0.314 Bootstrap CV 95, alpha = (3000, 2, 2), R^2 train: 0.852, R^2 test: 0.317 Bootstrap CV 95, alpha = (3000, 2, 5), R^2 train: 0.716, R^2 test: 0.279 Bootstrap CV 95, alpha = (3000, 2, 7), R^2 train: 0.636, R^2 test: 0.253 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.974, Explained Variance Score Train: 0.716 AUC Validation: 0.759, Explained Variance Score Validation: 0.283 AUC Test: 0.795, Explained Variance Score Test: 0.311 Bootstrap CV 92, alpha = (3000, 2, 1), R^2 train: 0.913, R^2 test: -0.067 Bootstrap CV 92, alpha = (3000, 2, 2), R^2 train: 0.872, R^2 test: -0.071 Bootstrap CV 92, alpha = (3000, 2, 5), R^2 train: 0.750, R^2 test: -0.045 Bootstrap CV 92, alpha = (3000, 2, 7), R^2 train: 0.692, R^2 test: 0.002 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.952, Explained Variance Score Train: 0.692 AUC Validation: 0.594, Explained Variance Score Validation: 0.008 AUC Test: 0.788, Explained Variance Score Test: 0.298 Bootstrap CV 88, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.217 Bootstrap CV 88, alpha = (3000, 2, 2), R^2 train: 0.800, R^2 test: 0.247 Bootstrap CV 88, alpha = (3000, 2, 5), R^2 train: 0.643, R^2 test: 0.211 Bootstrap CV 88, alpha = (3000, 2, 7), R^2 train: 0.575, R^2 test: 0.190 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.989, Explained Variance Score Train: 0.800 AUC Validation: 0.708, Explained Variance Score Validation: 0.253 AUC Test: 0.811, Explained Variance Score Test: 0.386 Bootstrap CV 93, alpha = (3000, 2, 1), R^2 train: 0.906, R^2 test: 0.257 Bootstrap CV 93, alpha = (3000, 2, 2), R^2 train: 0.884, R^2 test: 0.256 Bootstrap CV 93, alpha = (3000, 2, 5), R^2 train: 0.778, R^2 test: 0.260 Bootstrap CV 93, alpha = (3000, 2, 7), R^2 train: 0.708, R^2 test: 0.248 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.981, Explained Variance Score Train: 0.884 AUC Validation: 0.774, Explained Variance Score Validation: 0.260 AUC Test: 0.804, Explained Variance Score Test: 0.347 Bootstrap CV 84, alpha = (3000, 2, 1), R^2 train: 0.898, R^2 test: 0.293 Bootstrap CV 84, alpha = (3000, 2, 2), R^2 train: 0.827, R^2 test: 0.323 Bootstrap CV 84, alpha = (3000, 2, 5), R^2 train: 0.673, R^2 test: 0.313 Bootstrap CV 84, alpha = (3000, 2, 7), R^2 train: 0.602, R^2 test: 0.281 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.984, Explained Variance Score Train: 0.827 AUC Validation: 0.788, Explained Variance Score Validation: 0.330 AUC Test: 0.805, Explained Variance Score Test: 0.367 Bootstrap CV 89, alpha = (3000, 2, 1), R^2 train: 0.914, R^2 test: 0.374 Bootstrap CV 89, alpha = (3000, 2, 2), R^2 train: 0.888, R^2 test: 0.373 Bootstrap CV 89, alpha = (3000, 2, 5), R^2 train: 0.784, R^2 test: 0.359 Bootstrap CV 89, alpha = (3000, 2, 7), R^2 train: 0.716, R^2 test: 0.341 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.992, Explained Variance Score Train: 0.889 AUC Validation: 0.873, Explained Variance Score Validation: 0.374 AUC Test: 0.817, Explained Variance Score Test: 0.326 Bootstrap CV 90, alpha = (3000, 2, 1), R^2 train: 0.909, R^2 test: 0.184 Bootstrap CV 90, alpha = (3000, 2, 2), R^2 train: 0.886, R^2 test: 0.188 Bootstrap CV 90, alpha = (3000, 2, 5), R^2 train: 0.765, R^2 test: 0.189 Bootstrap CV 90, alpha = (3000, 2, 7), R^2 train: 0.694, R^2 test: 0.187 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.999, Explained Variance Score Train: 0.886 AUC Validation: 0.726, Explained Variance Score Validation: 0.218 AUC Test: 0.786, Explained Variance Score Test: 0.313 Bootstrap CV 94, alpha = (3000, 2, 1), R^2 train: 0.878, R^2 test: 0.319 Bootstrap CV 94, alpha = (3000, 2, 2), R^2 train: 0.837, R^2 test: 0.334 Bootstrap CV 94, alpha = (3000, 2, 5), R^2 train: 0.694, R^2 test: 0.337 Bootstrap CV 94, alpha = (3000, 2, 7), R^2 train: 0.620, R^2 test: 0.339 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.992, Explained Variance Score Train: 0.837 AUC Validation: 0.775, Explained Variance Score Validation: 0.348 AUC Test: 0.782, Explained Variance Score Test: 0.314 Running batch 7 of 7 with 4 nodes Bootstrap CV 96, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.263 Bootstrap CV 96, alpha = (3000, 2, 2), R^2 train: 0.845, R^2 test: 0.246 Bootstrap CV 96, alpha = (3000, 2, 5), R^2 train: 0.726, R^2 test: 0.211 Bootstrap CV 96, alpha = (3000, 2, 7), R^2 train: 0.654, R^2 test: 0.211 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.993, Explained Variance Score Train: 0.845 AUC Validation: 0.791, Explained Variance Score Validation: 0.246 AUC Test: 0.790, Explained Variance Score Test: 0.315 Bootstrap CV 97, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.168 Bootstrap CV 97, alpha = (3000, 2, 2), R^2 train: 0.863, R^2 test: 0.163 Bootstrap CV 97, alpha = (3000, 2, 5), R^2 train: 0.727, R^2 test: 0.164 Bootstrap CV 97, alpha = (3000, 2, 7), R^2 train: 0.657, R^2 test: 0.167 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.953, Explained Variance Score Train: 0.727 AUC Validation: 0.794, Explained Variance Score Validation: 0.204 AUC Test: 0.817, Explained Variance Score Test: 0.289 Bootstrap CV 98, alpha = (3000, 2, 1), R^2 train: 0.914, R^2 test: 0.195 Bootstrap CV 98, alpha = (3000, 2, 2), R^2 train: 0.888, R^2 test: 0.187 Bootstrap CV 98, alpha = (3000, 2, 5), R^2 train: 0.784, R^2 test: 0.178 Bootstrap CV 98, alpha = (3000, 2, 7), R^2 train: 0.716, R^2 test: 0.232 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.962, Explained Variance Score Train: 0.716 AUC Validation: 0.821, Explained Variance Score Validation: 0.232 AUC Test: 0.794, Explained Variance Score Test: 0.312 Bootstrap CV 99, alpha = (3000, 2, 1), R^2 train: 0.900, R^2 test: 0.084 Bootstrap CV 99, alpha = (3000, 2, 2), R^2 train: 0.847, R^2 test: 0.145 Bootstrap CV 99, alpha = (3000, 2, 5), R^2 train: 0.725, R^2 test: 0.144 Bootstrap CV 99, alpha = (3000, 2, 7), R^2 train: 0.659, R^2 test: 0.142 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.994, Explained Variance Score Train: 0.847 AUC Validation: 0.695, Explained Variance Score Validation: 0.160 AUC Test: 0.818, Explained Variance Score Test: 0.340 total Variables 19290 and total subjects: 1698 ->AUC validation: 0.770 95% CI: [0.755 , 0.784] ->AUC test: 0.797 95% CI: [0.794 , 0.800] ->R^2 validation: 0.265 95% CI: [0.245 , 0.286] ->R^2 test: 0.320 95% CI: [0.314 , 0.325] ->Explained Variance validation: 0.255 95% CI: [0.234 , 0.277] ->Explained Variance test: 0.315 95% CI: [0.309 , 0.321] Test set metrics: @threshold:1.763, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:1.693, sens:0.055, spec:1.000, ppv:1.000, acc:0.847, f1:0.103, mcc:0.000, total+:3, total-:336 @threshold:1.671, sens:0.073, spec:1.000, ppv:1.000, acc:0.850, f1:0.136, mcc:0.000, total+:4, total-:335 @threshold:1.638, sens:0.073, spec:0.996, ppv:0.800, acc:0.847, f1:0.133, mcc:0.230, total+:5, total-:334 @threshold:1.625, sens:0.091, spec:0.993, ppv:0.714, acc:0.847, f1:0.161, mcc:0.118, total+:7, total-:332 @threshold:1.496, sens:0.109, spec:0.989, ppv:0.667, acc:0.847, f1:0.188, mcc:0.082, total+:9, total-:330 @threshold:1.477, sens:0.127, spec:0.986, ppv:0.636, acc:0.847, f1:0.212, mcc:0.064, total+:11, total-:328 @threshold:1.287, sens:0.164, spec:0.982, ppv:0.643, acc:0.850, f1:0.261, mcc:0.059, total+:14, total-:325 @threshold:1.200, sens:0.182, spec:0.979, ppv:0.625, acc:0.850, f1:0.282, mcc:0.051, total+:16, total-:323 @threshold:1.186, sens:0.182, spec:0.975, ppv:0.588, acc:0.847, f1:0.278, mcc:0.041, total+:17, total-:322 @threshold:1.171, sens:0.200, spec:0.975, ppv:0.611, acc:0.850, f1:0.301, mcc:0.045, total+:18, total-:321 @threshold:1.111, sens:0.200, spec:0.972, ppv:0.579, acc:0.847, f1:0.297, mcc:0.038, total+:19, total-:320 @threshold:1.058, sens:0.218, spec:0.972, ppv:0.600, acc:0.850, f1:0.320, mcc:0.041, total+:20, total-:319 @threshold:1.040, sens:0.218, spec:0.968, ppv:0.571, acc:0.847, f1:0.316, mcc:0.035, total+:21, total-:318 @threshold:0.848, sens:0.236, spec:0.965, ppv:0.565, acc:0.847, f1:0.333, mcc:0.032, total+:23, total-:316 @threshold:0.665, sens:0.273, spec:0.961, ppv:0.577, acc:0.850, f1:0.370, mcc:0.032, total+:26, total-:313 @threshold:0.642, sens:0.291, spec:0.961, ppv:0.593, acc:0.853, f1:0.390, mcc:0.034, total+:27, total-:312 @threshold:0.550, sens:0.327, spec:0.958, ppv:0.600, acc:0.855, f1:0.424, mcc:0.034, total+:30, total-:309 @threshold:0.543, sens:0.345, spec:0.958, ppv:0.613, acc:0.858, f1:0.442, mcc:0.035, total+:31, total-:308 @threshold:0.521, sens:0.382, spec:0.954, ppv:0.618, acc:0.861, f1:0.472, mcc:0.034, total+:34, total-:305 @threshold:0.495, sens:0.400, spec:0.954, ppv:0.629, acc:0.864, f1:0.489, mcc:0.036, total+:35, total-:304 @threshold:0.492, sens:0.400, spec:0.951, ppv:0.611, acc:0.861, f1:0.484, mcc:0.033, total+:36, total-:303 @threshold:0.484, sens:0.418, spec:0.951, ppv:0.622, acc:0.864, f1:0.500, mcc:0.034, total+:37, total-:302 @threshold:0.481, sens:0.418, spec:0.947, ppv:0.605, acc:0.861, f1:0.495, mcc:0.031, total+:38, total-:301 @threshold:0.402, sens:0.436, spec:0.926, ppv:0.533, acc:0.847, f1:0.480, mcc:0.021, total+:45, total-:294 @threshold:0.398, sens:0.455, spec:0.923, ppv:0.532, acc:0.847, f1:0.490, mcc:0.020, total+:47, total-:292 @threshold:0.364, sens:0.473, spec:0.915, ppv:0.520, acc:0.844, f1:0.495, mcc:0.019, total+:50, total-:289 @threshold:0.361, sens:0.473, spec:0.912, ppv:0.510, acc:0.841, f1:0.491, mcc:0.018, total+:51, total-:288 @threshold:0.344, sens:0.491, spec:0.905, ppv:0.500, acc:0.838, f1:0.495, mcc:0.016, total+:54, total-:285 @threshold:0.343, sens:0.491, spec:0.901, ppv:0.491, acc:0.835, f1:0.491, mcc:0.016, total+:55, total-:284 @threshold:0.273, sens:0.509, spec:0.887, ppv:0.467, acc:0.826, f1:0.487, mcc:0.013, total+:60, total-:279 @threshold:0.267, sens:0.527, spec:0.884, ppv:0.468, acc:0.826, f1:0.496, mcc:0.013, total+:62, total-:277 @threshold:0.235, sens:0.545, spec:0.870, ppv:0.448, acc:0.817, f1:0.492, mcc:0.012, total+:67, total-:272 @threshold:0.234, sens:0.545, spec:0.866, ppv:0.441, acc:0.814, f1:0.488, mcc:0.011, total+:68, total-:271 @threshold:0.230, sens:0.564, spec:0.866, ppv:0.449, acc:0.817, f1:0.500, mcc:0.012, total+:69, total-:270 @threshold:0.228, sens:0.582, spec:0.863, ppv:0.451, acc:0.817, f1:0.508, mcc:0.012, total+:71, total-:268 @threshold:0.215, sens:0.600, spec:0.863, ppv:0.458, acc:0.820, f1:0.520, mcc:0.012, total+:72, total-:267 @threshold:0.211, sens:0.600, spec:0.859, ppv:0.452, acc:0.817, f1:0.516, mcc:0.012, total+:73, total-:266 @threshold:0.205, sens:0.618, spec:0.856, ppv:0.453, acc:0.817, f1:0.523, mcc:0.012, total+:75, total-:264 @threshold:0.204, sens:0.618, spec:0.852, ppv:0.447, acc:0.814, f1:0.519, mcc:0.011, total+:76, total-:263 @threshold:0.169, sens:0.636, spec:0.810, ppv:0.393, acc:0.782, f1:0.486, mcc:0.008, total+:89, total-:250 @threshold:0.166, sens:0.636, spec:0.806, ppv:0.389, acc:0.779, f1:0.483, mcc:0.008, total+:90, total-:249 @threshold:0.161, sens:0.655, spec:0.803, ppv:0.391, acc:0.779, f1:0.490, mcc:0.008, total+:92, total-:247 @threshold:0.161, sens:0.655, spec:0.799, ppv:0.387, acc:0.776, f1:0.486, mcc:0.008, total+:93, total-:246 @threshold:0.144, sens:0.673, spec:0.785, ppv:0.378, acc:0.767, f1:0.484, mcc:0.007, total+:98, total-:241 @threshold:0.134, sens:0.691, spec:0.782, ppv:0.380, acc:0.767, f1:0.490, mcc:0.007, total+:100, total-:239 @threshold:0.124, sens:0.709, spec:0.775, ppv:0.379, acc:0.764, f1:0.494, mcc:0.007, total+:103, total-:236 @threshold:0.117, sens:0.709, spec:0.771, ppv:0.375, acc:0.761, f1:0.491, mcc:0.007, total+:104, total-:235 @threshold:0.097, sens:0.727, spec:0.754, ppv:0.364, acc:0.749, f1:0.485, mcc:0.006, total+:110, total-:229 @threshold:0.086, sens:0.727, spec:0.750, ppv:0.360, acc:0.746, f1:0.482, mcc:0.006, total+:111, total-:228 @threshold:0.061, sens:0.745, spec:0.715, ppv:0.336, acc:0.720, f1:0.463, mcc:0.005, total+:122, total-:217 @threshold:0.057, sens:0.745, spec:0.711, ppv:0.333, acc:0.717, f1:0.461, mcc:0.005, total+:123, total-:216 @threshold:-0.005, sens:0.764, spec:0.662, ppv:0.304, acc:0.678, f1:0.435, mcc:0.004, total+:138, total-:201 @threshold:-0.017, sens:0.764, spec:0.658, ppv:0.302, acc:0.676, f1:0.433, mcc:0.004, total+:139, total-:200 @threshold:-0.078, sens:0.782, spec:0.599, ppv:0.274, acc:0.628, f1:0.406, mcc:0.003, total+:157, total-:182 @threshold:-0.092, sens:0.782, spec:0.595, ppv:0.272, acc:0.625, f1:0.404, mcc:0.003, total+:158, total-:181 @threshold:-0.130, sens:0.800, spec:0.563, ppv:0.262, acc:0.602, f1:0.395, mcc:0.003, total+:168, total-:171 @threshold:-0.132, sens:0.800, spec:0.560, ppv:0.260, acc:0.599, f1:0.393, mcc:0.003, total+:169, total-:170 @threshold:-0.142, sens:0.818, spec:0.553, ppv:0.262, acc:0.596, f1:0.396, mcc:0.003, total+:172, total-:167 @threshold:-0.142, sens:0.818, spec:0.549, ppv:0.260, acc:0.593, f1:0.395, mcc:0.003, total+:173, total-:166 @threshold:-0.162, sens:0.836, spec:0.535, ppv:0.258, acc:0.584, f1:0.395, mcc:0.003, total+:178, total-:161 @threshold:-0.162, sens:0.836, spec:0.532, ppv:0.257, acc:0.581, f1:0.393, mcc:0.003, total+:179, total-:160 @threshold:-0.182, sens:0.855, spec:0.493, ppv:0.246, acc:0.552, f1:0.382, mcc:0.003, total+:191, total-:148 @threshold:-0.184, sens:0.855, spec:0.489, ppv:0.245, acc:0.549, f1:0.381, mcc:0.003, total+:192, total-:147 @threshold:-0.201, sens:0.873, spec:0.458, ppv:0.238, acc:0.525, f1:0.374, mcc:0.002, total+:202, total-:137 @threshold:-0.201, sens:0.873, spec:0.454, ppv:0.236, acc:0.522, f1:0.372, mcc:0.002, total+:203, total-:136 @threshold:-0.209, sens:0.891, spec:0.444, ppv:0.237, acc:0.516, f1:0.374, mcc:0.002, total+:207, total-:132 @threshold:-0.212, sens:0.891, spec:0.440, ppv:0.236, acc:0.513, f1:0.373, mcc:0.002, total+:208, total-:131 @threshold:-0.218, sens:0.909, spec:0.437, ppv:0.238, acc:0.513, f1:0.377, mcc:0.003, total+:210, total-:129 @threshold:-0.223, sens:0.909, spec:0.433, ppv:0.237, acc:0.510, f1:0.376, mcc:0.003, total+:211, total-:128 @threshold:-0.241, sens:0.927, spec:0.412, ppv:0.234, acc:0.496, f1:0.374, mcc:0.002, total+:218, total-:121 @threshold:-0.242, sens:0.927, spec:0.408, ppv:0.233, acc:0.493, f1:0.372, mcc:0.002, total+:219, total-:120 @threshold:-0.305, sens:0.945, spec:0.338, ppv:0.217, acc:0.437, f1:0.353, mcc:0.002, total+:240, total-:99 @threshold:-0.307, sens:0.945, spec:0.335, ppv:0.216, acc:0.434, f1:0.351, mcc:0.002, total+:241, total-:98 @threshold:-0.390, sens:0.964, spec:0.261, ppv:0.202, acc:0.375, f1:0.333, mcc:0.002, total+:263, total-:76 @threshold:-0.398, sens:0.964, spec:0.257, ppv:0.201, acc:0.372, f1:0.332, mcc:0.002, total+:264, total-:75 @threshold:-0.446, sens:0.982, spec:0.208, ppv:0.194, acc:0.333, f1:0.323, mcc:0.002, total+:279, total-:60 @threshold:-0.455, sens:0.982, spec:0.204, ppv:0.193, acc:0.330, f1:0.322, mcc:0.002, total+:280, total-:59 @threshold:-0.982, sens:1.000, spec:0.004, ppv:0.163, acc:0.165, f1:0.280, mcc:0.001, total+:338, total-:1 * Vital: BMI-latest | coef 0.089 95% CI: [0.078 , 0.100] | OR_adj 1.093 [1.081 1.105] | occ: 1621 | OR_unadj: 4.766 [3.528 6.438] | indivs AUC:0.795 Correlated most with: Diagnosis:9ccs221:Resp distres:-0.116 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.100 Maternal Vital: Wt-postPregnancy:0.098 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.093 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.082 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:0.082 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.080 Maternal Maternal Procedure History:99211-otherPregnancy:0.080 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.079 Diagnosis:9ccs58:Ot nutrit dx:0.077 * Vital: Wt for Length ZScore-latest | coef 0.041 95% CI: [0.035 , 0.046] | OR_adj 1.041 [1.036 1.047] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.783 Correlated most with: Maternal Vital: Wt-postPregnancy:0.106 Diagnosis:9ccs126:Ot up rsp in:0.093 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:0.089 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.083 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.082 Maternal Vital: Temp-otherPregnancy:0.082 Maternal Vital: Wt-otherPregnancy:0.077 Maternal Diagnosis:9ccs139:Gasduo ulcer:-0.073 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071 Diagnosis:9ccs48:Thyroid dsor:-0.071 * Vital: Wt for Length ZScore-gain0to24 | coef 0.040 95% CI: [0.035 , 0.046] | OR_adj 1.041 [1.035 1.047] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.783 Correlated most with: Maternal Vital: Wt-postPregnancy:0.106 Diagnosis:9ccs126:Ot up rsp in:0.093 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:0.089 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.083 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.082 Maternal Vital: Temp-otherPregnancy:0.082 Maternal Vital: Wt-otherPregnancy:0.077 Maternal Diagnosis:9ccs139:Gasduo ulcer:-0.073 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071 Diagnosis:9ccs48:Thyroid dsor:-0.071 * Vital: BMI-avg19to24 | coef 0.034 95% CI: [0.027 , 0.041] | OR_adj 1.034 [1.027 1.041] | occ: 1354 | OR_unadj: 4.046 [3.062 5.347] | indivs AUC:0.772 Correlated most with: Maternal Vital: Wt-postPregnancy:0.104 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.098 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.092 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.086 Diagnosis:9ccs259:Unclassified:-0.086 Diagnosis:9ccs48:Thyroid dsor:-0.079 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.077 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:0.073 Maternal Vital: Wt-otherPregnancy:0.072 Maternal Maternal Procedure History:99211-otherPregnancy:0.071 * Vital: BMI-avg16to19 | coef 0.025 95% CI: [0.020 , 0.031] | OR_adj 1.026 [1.020 1.031] | occ: 1269 | OR_unadj: 3.131 [2.385 4.111] | indivs AUC:0.792 Correlated most with: Maternal Diagnosis:9ccs50:DiabMel w/cm:0.101 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.087 Maternal Maternal Procedure History:J1055-postPregnancy:-0.086 Maternal Vital: BMI-postPregnancy:0.081 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:-0.073 Maternal Vital: Wt Percentile-postPregnancy:0.073 Maternal Vital: BMI Percentile-postPregnancy:0.072 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.071 Diagnosis:9ccs133:Oth low resp:-0.070 Diagnosis:9ccs48:Thyroid dsor:-0.069 * Vital: BMI-gain0to24 | coef 0.025 95% CI: [0.020 , 0.029] | OR_adj 1.025 [1.020 1.030] | occ: 1338 | OR_unadj: 3.923 [2.973 5.177] | indivs AUC:0.778 Correlated most with: Maternal Vital: Wt-postPregnancy:0.103 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.092 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.085 Diagnosis:9ccs259:Unclassified:-0.084 Diagnosis:9ccs48:Thyroid dsor:-0.079 Maternal Vital: BP-postPregnancy:0.074 Maternal Vital: Wt-otherPregnancy:0.073 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:0.073 Maternal Maternal Procedure History:99211-otherPregnancy:0.071 * Vital: Wt for Length ZScore-avg19to24 | coef 0.024 95% CI: [0.018 , 0.031] | OR_adj 1.025 [1.018 1.031] | occ: 1347 | OR_unadj: 3.737 [2.826 4.943] | indivs AUC:0.763 Correlated most with: Maternal Vital: Wt-postPregnancy:0.101 Diagnosis:9ccs48:Thyroid dsor:-0.091 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.091 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.086 Diagnosis:9ccs259:Unclassified:-0.086 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.082 Maternal Vital: Wt-otherPregnancy:0.081 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.079 Newborn Diagnosis:9ccs59:Anemia:-0.079 Diagnosis:9ccs221:Resp distres:-0.071 * Vital: BMI-avg13to16 | coef 0.019 95% CI: [0.015 , 0.024] | OR_adj 1.020 [1.015 1.024] | occ: 1286 | OR_unadj: 3.814 [2.889 5.036] | indivs AUC:0.725 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.089 Maternal Diagnosis:9ccs185:Long pregncy:0.089 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.086 Diagnosis:9ccs125:Bronchitis:0.085 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.075 Diagnosis:9ccs5:HIV infectn:0.074 Maternal Diagnosis:9ccs122:Pneumonia:0.072 Maternal Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:-0.070 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.070 Maternal Maternal Lab History: MCH-otherPregnancy:-0.069 * Vital: Wt for Length ZScore-avg13to16 | coef 0.018 95% CI: [0.014 , 0.022] | OR_adj 1.018 [1.014 1.022] | occ: 1287 | OR_unadj: 3.550 [2.689 4.687] | indivs AUC:0.715 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090 Maternal Diagnosis:9ccs185:Long pregncy:0.087 Newborn Diagnosis:9ccs59:Anemia:-0.080 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.080 Maternal Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:-0.079 Diagnosis:9ccs125:Bronchitis:0.076 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.075 Maternal Diagnosis:9ccs122:Pneumonia:0.073 Diagnosis:9ccs48:Thyroid dsor:-0.070 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.069 * Vital: Wt-latest | coef 0.017 95% CI: [0.013 , 0.021] | OR_adj 1.017 [1.013 1.021] | occ: 1626 | OR_unadj: 3.500 [2.571 4.766] | indivs AUC:0.761 Correlated most with: Number of Visits:0.377 Diagnosis:9ccs126:Ot up rsp in:0.281 Diagnosis:9ccs10:Immuniz/scrn:0.260 Diagnosis:9ccs92:Otitis media:0.212 Diagnosis:9ccs7:Viral infect:0.178 Diagnosis:9ccs257:Ot aftercare:0.155 Maternal Vital: Wt-postPregnancy:0.139 Diagnosis:9ccs135:Intest infct:0.138 Diagnosis:9ccs90:Eye infectn:0.129 Maternal Maternal Procedure History:36415-otherPregnancy:-0.110 * Vital: Wt-avg13to16 | coef 0.015 95% CI: [0.011 , 0.020] | OR_adj 1.016 [1.011 1.020] | occ: 1308 | OR_unadj: 3.224 [2.452 4.240] | indivs AUC:0.703 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.102 Maternal Vital: Wt-postPregnancy:0.101 Maternal Diagnosis:9ccs122:Pneumonia:0.096 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.095 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.089 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088 Diagnosis:9ccs242:Poisn ot med:0.085 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.079 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.074 Diagnosis:9ccs87:Retinal dx:-0.072 * Vital: Wt for Length ZScore-avg16to19 | coef 0.015 95% CI: [0.012 , 0.018] | OR_adj 1.015 [1.012 1.018] | occ: 1267 | OR_unadj: 3.111 [2.368 4.088] | indivs AUC:0.781 Correlated most with: Maternal Vital: Wt Percentile-postPregnancy:0.093 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.087 Maternal Vital: BMI Percentile-postPregnancy:0.083 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.082 Maternal Maternal Procedure History:J1055-postPregnancy:-0.082 Maternal Diagnosis:9ccs163:Other GU dx:-0.076 Diagnosis:9ccs48:Thyroid dsor:-0.074 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.073 Diagnosis:9ccs87:Retinal dx:-0.073 Maternal Vital: BMI-postPregnancy:0.072 * Vital: Wt-avg19to24 | coef 0.012 95% CI: [0.009 , 0.016] | OR_adj 1.013 [1.009 1.016] | occ: 1372 | OR_unadj: 3.824 [2.897 5.047] | indivs AUC:0.770 Correlated most with: Maternal Vital: Wt-postPregnancy:0.123 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.098 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.098 Maternal Vital: Wt-otherPregnancy:0.097 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.092 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.090 Maternal Vital: Ht-postPregnancy:0.084 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.082 Maternal Diagnosis:9ccs182:Hemorr preg:-0.080 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.076 * Vital: Wt for Len Percentile-avg13to16 | coef 0.012 95% CI: [0.009 , 0.015] | OR_adj 1.012 [1.009 1.016] | occ: 1286 | OR_unadj: 3.426 [2.597 4.520] | indivs AUC:0.718 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.087 Maternal Diagnosis:9ccs185:Long pregncy:0.085 Diagnosis:9ccs125:Bronchitis:0.082 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.072 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.071 Diagnosis:9ccs48:Thyroid dsor:-0.071 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.068 Maternal Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:-0.067 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.067 Maternal Maternal Lab History: MPV-postPregnancy:0.066 * Vital: Wt-avg16to19 | coef 0.012 95% CI: [0.009 , 0.015] | OR_adj 1.012 [1.009 1.015] | occ: 1298 | OR_unadj: 3.060 [2.331 4.017] | indivs AUC:0.736 Correlated most with: Maternal Vital: Wt-postPregnancy:0.093 Maternal Diagnosis:9ccs185:Long pregncy:0.092 Maternal Diagnosis:9ccs122:Pneumonia:0.089 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.086 Maternal Vital: Wt-otherPregnancy:0.082 Maternal Diagnosis:9ccs200:Oth skin dx:0.082 Diagnosis:9ccs87:Retinal dx:-0.073 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.070 Diagnosis:9ccs48:Thyroid dsor:-0.070 * Vital: Wt for Len Percentile-avg19to24 | coef 0.011 95% CI: [0.008 , 0.014] | OR_adj 1.011 [1.008 1.014] | occ: 1351 | OR_unadj: 3.535 [2.668 4.684] | indivs AUC:0.770 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.098 Maternal Vital: Wt-postPregnancy:0.088 Diagnosis:9ccs259:Unclassified:-0.086 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.081 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.079 Maternal Vital: Wt-otherPregnancy:0.075 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.070 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:-0.069 Maternal Diagnosis:9ccs182:Hemorr preg:-0.069 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.065 * Number of Visits | coef 0.011 95% CI: [0.008 , 0.014] | OR_adj 1.011 [1.008 1.014] | occ: 1645 | OR_unadj: 0.708 [0.535 0.936] | indivs AUC:0.478 Correlated most with: Number of Visits:1.000 Diagnosis:9ccs126:Ot up rsp in:0.430 Diagnosis:9ccs92:Otitis media:0.408 Diagnosis:9ccs7:Viral infect:0.408 Diagnosis:9ccs133:Oth low resp:0.337 Diagnosis:9ccs257:Ot aftercare:0.325 Diagnosis:9ccs135:Intest infct:0.310 Diagnosis:9ccs155:Other GI dx:0.304 Diagnosis:9ccs90:Eye infectn:0.286 Diagnosis:9ccs10:Immuniz/scrn:0.277 * Vital: Wt for Len Percentile-avg16to19 | coef 0.010 95% CI: [0.007 , 0.013] | OR_adj 1.010 [1.007 1.014] | occ: 1269 | OR_unadj: 2.937 [2.233 3.864] | indivs AUC:0.772 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090 Maternal Diagnosis:9ccs163:Other GU dx:-0.084 Maternal Maternal Procedure History:J1055-postPregnancy:-0.078 Diagnosis:9ccs48:Thyroid dsor:-0.073 Diagnosis:9ccs234:Crush injury:0.072 Maternal Maternal Lab History: PH-otherPregnancy:0.071 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.069 Diagnosis:9ccs92:Otitis media:0.068 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.067 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.064 * Vital: Wt for Len Percentile-latest | coef 0.010 95% CI: [0.008 , 0.012] | OR_adj 1.010 [1.008 1.012] | occ: 1535 | OR_unadj: 4.512 [3.322 6.127] | indivs AUC:0.778 Correlated most with: Maternal Vital: Wt-postPregnancy:0.090 Diagnosis:9ccs48:Thyroid dsor:-0.082 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.077 Maternal Vital: Wt-otherPregnancy:0.076 Diagnosis:9ccs259:Unclassified:-0.073 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.067 Maternal Diagnosis:9ccs185:Long pregncy:0.062 Maternal Vital: Temp-otherPregnancy:0.062 Diagnosis:9ccs74:Ot mentl cnd:0.061 * Vital: Wt for Length Zscore-avg10to13 | coef 0.009 95% CI: [0.007 , 0.012] | OR_adj 1.009 [1.007 1.012] | occ: 1381 | OR_unadj: 2.955 [2.245 3.890] | indivs AUC:0.694 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.112 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.095 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.093 Newborn Diagnosis:9ccs59:Anemia:-0.085 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.085 Maternal Diagnosis:9ccs185:Long pregncy:0.079 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.075 Maternal Vital: Wt-postPregnancy:0.074 Newborn Diagnosis:9ccs223:Birth trauma:0.073 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.072 * Vital: Wt-gain0to24 | coef 0.009 95% CI: [0.006 , 0.011] | OR_adj 1.009 [1.006 1.011] | occ: 1357 | OR_unadj: 3.724 [2.823 4.912] | indivs AUC:0.775 Correlated most with: Maternal Vital: Wt-postPregnancy:0.124 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.101 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.100 Maternal Vital: Wt-otherPregnancy:0.097 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.093 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.091 Maternal Vital: Ht-postPregnancy:0.082 Maternal Diagnosis:9ccs182:Hemorr preg:-0.080 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080 Maternal Vital: BP-otherPregnancy:0.077 * Vital: Wt for Len Percentile-gain0to24 | coef 0.008 95% CI: [0.006 , 0.009] | OR_adj 1.008 [1.006 1.009] | occ: 1335 | OR_unadj: 3.367 [2.548 4.450] | indivs AUC:0.775 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.098 Maternal Vital: Wt-postPregnancy:0.087 Diagnosis:9ccs259:Unclassified:-0.084 Maternal Vital: Wt-otherPregnancy:0.077 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071 Maternal Diagnosis:9ccs182:Hemorr preg:-0.069 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.068 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:-0.067 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.066 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.065 * Vital: Wt Percentile-latest | coef 0.008 95% CI: [0.005 , 0.010] | OR_adj 1.008 [1.005 1.010] | occ: 1028 | OR_unadj: 2.134 [1.631 2.792] | indivs AUC:0.737 Correlated most with: Maternal Vital: Wt-postPregnancy:0.090 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088 Diagnosis:9ccs48:Thyroid dsor:-0.087 Maternal Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:-0.082 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.080 Newborn Diagnosis:9ccs5:HIV infectn:-0.079 Maternal Vital: Ht-postPregnancy:0.074 Maternal Diagnosis:9ccs53:Hyperlipidem:-0.073 Newborn Diagnosis:9ccs59:Anemia:-0.072 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.072 MatDeliveryAge | coef 0.008 95% CI: [0.007 , 0.008] | OR_adj 1.008 [1.007 1.008] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.518 Correlated most with: MatDeliveryAge:1.000 Maternal Diagnosis:9ccs176:Contraceptiv:0.265 Maternal Diagnosis:9ccs186:DM in preg:0.211 Maternal Diagnosis:9ccs189:Prev c-sectn:0.175 Maternal Vital: BP-postPregnancy:0.144 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.137 Maternal Diagnosis:9ccs49:DiabMel no c:0.137 Maternal Diagnosis:9ccs195:Ot compl bir:0.128 Maternal Vital: Wt-postPregnancy:0.124 Maternal Maternal Lab History: CREATININE-postPregnancy:0.114 * Vital: BMI-avg10to13 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1380 | OR_unadj: 2.656 [2.025 3.483] | indivs AUC:0.689 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.112 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.101 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.091 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.091 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.080 Maternal Diagnosis:9ccs126:Ot up rsp in:0.079 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.074 Maternal Diagnosis:9ccs56:Cystic fibro:0.073 Diagnosis:9ccs242:Poisn ot med:0.072 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.071 * Vital: Wt-gain16to24 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 1425 | OR_unadj: 2.121 [1.581 2.845] | indivs AUC:0.582 Correlated most with: Maternal Diagnosis:9ccs189:Prev c-sectn:0.082 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.081 Maternal Maternal Lab History: PATIENT-postPregnancy:0.080 Maternal Maternal Lab History: APTT-postPregnancy:0.080 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.077 Maternal Diagnosis:9ccs138:Esophgeal dx:-0.076 Newborn Diagnosis:9ccs133:Oth low resp:-0.076 Number of Visits:-0.074 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.070 Maternal Maternal Procedure History:86703-postPregnancy:0.070 * Vital: Wt-avg10to13 | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1399 | OR_unadj: 2.696 [2.056 3.535] | indivs AUC:0.688 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.118 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.116 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.103 Maternal Vital: Wt-postPregnancy:0.102 Newborn Diagnosis:9ccs219:Low birth wt:-0.094 Maternal Diagnosis:9ccs200:Oth skin dx:0.083 Diagnosis:9ccs219:Low birth wt:-0.083 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.078 Diagnosis:9ccs87:Retinal dx:-0.075 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.075 * Vital: Wt for Length ZScore-avg7to10 | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1331 | OR_unadj: 2.704 [2.060 3.548] | indivs AUC:0.643 Correlated most with: Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.094 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.093 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.088 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.084 Maternal Maternal Procedure History:93005-postPregnancy:-0.080 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.077 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.076 Maternal Diagnosis:9ccs198:Ot infl skin:0.076 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.076 Newborn Diagnosis:9ccs59:Anemia:-0.076 * Vital: BMI-avg3to5 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1296 | OR_unadj: 1.871 [1.431 2.447] | indivs AUC:0.611 Correlated most with: Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.108 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.104 Maternal Maternal Lab History: INHMOM-postPregnancy:0.101 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.099 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.094 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.094 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.093 Maternal Vital: Wt-postPregnancy:0.085 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.085 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.085 * Vital: Wt for Length ZScore-avg3to5 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1299 | OR_unadj: 1.902 [1.455 2.486] | indivs AUC:0.604 Correlated most with: Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.106 Maternal Maternal Lab History: INHMOM-postPregnancy:0.089 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.087 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.085 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.085 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.084 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.080 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.078 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.078 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.077 * Vital: BMI-gain16to24 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1447 | OR_unadj: 1.625 [1.206 2.189] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs189:Prev c-sectn:0.074 Maternal Maternal Lab History: PATIENT-postPregnancy:0.072 Maternal Maternal Lab History: APTT-postPregnancy:0.072 Maternal Diagnosis:9ccs138:Esophgeal dx:-0.071 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.069 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.069 Number of Visits:-0.068 Maternal Vital: Wt Change-otherPregnancy:0.066 Diagnosis:9ccs233:Intracrn inj:0.064 Newborn Diagnosis:9ccs133:Oth low resp:-0.064 * Vital: BMI-avg7to10 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1333 | OR_unadj: 2.458 [1.877 3.218] | indivs AUC:0.623 Correlated most with: Diagnosis:9ccs120:Hemmorhoids:0.117 Maternal Maternal Procedure History:90472-postPregnancy:0.103 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.097 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.094 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.094 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.085 Maternal Maternal Procedure History:81025-postPregnancy:0.084 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.082 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.081 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.080 * Vital: Wt-avg7to10 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1355 | OR_unadj: 2.480 [1.894 3.248] | indivs AUC:0.633 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.112 Maternal Vital: Wt-postPregnancy:0.107 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.102 Maternal Diagnosis:9ccs185:Long pregncy:0.094 Diagnosis:9ccs219:Low birth wt:-0.091 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.088 Diagnosis:9ccs87:Retinal dx:-0.085 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.084 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.083 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.082 * Vital: Wt-avg5to7 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1315 | OR_unadj: 2.102 [1.606 2.750] | indivs AUC:0.606 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.190 Maternal Diagnosis:9ccs184:Early labor:-0.126 Diagnosis:9ccs238:Complic proc:-0.108 Newborn Diagnosis:9ccs221:Resp distres:-0.103 Maternal Diagnosis:9ccs185:Long pregncy:0.102 Maternal Vital: SpO2-postPregnancy:-0.094 Diagnosis:9ccs219:Low birth wt:-0.091 Maternal Vital: Wt-postPregnancy:0.091 Newborn Diagnosis:9ccs59:Anemia:-0.084 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.084 Vital: Wt for Length ZScore-gain3to7 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1431 | OR_unadj: 0.985 [0.752 1.290] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: T-3(Total)-otherPregnancy:0.103 Newborn Diagnosis:9ccs221:Resp distres:0.085 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.083 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.082 Maternal Maternal Procedure History:81025-otherPregnancy:-0.082 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.081 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.081 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.080 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:-0.076 Diagnosis:9ccs52:Nutrit defic:-0.075 * Vital: Wt for Length ZScore-avg5to7 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1297 | OR_unadj: 2.431 [1.856 3.184] | indivs AUC:0.646 Correlated most with: Maternal Vital: SpO2-postPregnancy:-0.094 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.094 Newborn Diagnosis:9ccs59:Anemia:-0.094 Diagnosis:9ccs238:Complic proc:-0.091 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.090 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.086 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.084 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.077 Lab:294199 BILIRUBIN SCAN - LMC:-0.077 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.075 * Vital: Wt-avg3to5 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1316 | OR_unadj: 1.676 [1.282 2.190] | indivs AUC:0.597 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.220 Maternal Diagnosis:9ccs184:Early labor:-0.140 Maternal Diagnosis:9ccs185:Long pregncy:0.136 Diagnosis:9ccs219:Low birth wt:-0.108 Maternal Vital: Wt-postPregnancy:0.096 Maternal Diagnosis:9ccs128:Asthma:-0.094 Diagnosis:9ccs87:Retinal dx:-0.092 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.091 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.089 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:0.087 * Maternal Vital: Wt-postPregnancy | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 666 | OR_unadj: 1.845 [1.336 2.549] | indivs AUC:0.588 Correlated most with: Maternal Vital: Wt-postPregnancy:1.000 Maternal Vital: Wt-otherPregnancy:0.634 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.311 Maternal Vital: Ht-postPregnancy:0.298 Maternal Vital: BP-postPregnancy:0.298 Maternal Vital: BP-otherPregnancy:0.297 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.281 Maternal Maternal Lab History: MCH-postPregnancy:-0.233 Maternal Vital: BMI Percentile-postPregnancy:0.207 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.205 * Vital: Wt-gain7to13 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1465 | OR_unadj: 1.582 [1.200 2.085] | indivs AUC:0.584 Correlated most with: Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:-0.108 Maternal Maternal Procedure History:86580-postPregnancy:-0.082 Maternal Diagnosis:9ccs200:Oth skin dx:0.081 Diagnosis:9ccs5:HIV infectn:-0.077 Maternal Maternal Lab History: WBC-postPregnancy:-0.070 Newborn Diagnosis:9ccs143:Abdom hernia:0.067 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.067 Diagnosis:9ccs10:Immuniz/scrn:-0.066 Diagnosis:9ccs16:Liver/ibd ca:0.066 Maternal Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:0.065 Vital: Temp-avg19to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1373 | OR_unadj: 1.181 [0.894 1.561] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs133:Oth low resp:-0.092 Maternal Maternal Lab History: INHMOM-postPregnancy:0.085 Lab:294495 LEAD, BLOOD - LMC:0.081 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:-0.074 Maternal Diagnosis:9ccs130:Pleurisy:0.072 Maternal Vital: Temp-postPregnancy:0.072 Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.071 Diagnosis:9ccs154:Gastroent:-0.068 Maternal Diagnosis:9ccs9:Sexual Infxs:0.066 Diagnosis:9ccs92:Otitis media:0.066 Vital: Wt-gain13to19 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1408 | OR_unadj: 1.117 [0.855 1.458] | indivs AUC:0.590 Correlated most with: Maternal Diagnosis:9ccs250:Nausea/vomit:-0.078 Maternal Maternal Lab History: RET %-postPregnancy:0.067 Maternal Maternal Procedure History:86703-postPregnancy:-0.066 Diagnosis:9ccs233:Intracrn inj:-0.066 Maternal Diagnosis:9ccs175:Ot femal gen:-0.065 Number of Visits:0.065 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:-0.064 Maternal Diagnosis:9ccs46:Bnign ut neo:0.063 Newborn Diagnosis:9ccs143:Abdom hernia:-0.063 Maternal Maternal Lab History: RET ABS-postPregnancy:0.063 Vital: Wt for Length ZScore-gain5to10 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1438 | OR_unadj: 1.002 [0.766 1.310] | indivs AUC:0.523 Correlated most with: Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:0.125 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.099 Maternal Diagnosis:9ccs48:Thyroid dsor:-0.093 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.085 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.081 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.079 Maternal Diagnosis:9ccs98:HTN:-0.079 Maternal Maternal Procedure History:96372-otherPregnancy:-0.075 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.074 Maternal Diagnosis:9ccs55:Fluid/elc dx:0.074 Vital: BMI-gain1to5 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1421 | OR_unadj: 1.007 [0.771 1.314] | indivs AUC:0.507 Correlated most with: Number of Visits:0.129 Maternal Maternal Lab History: LACTIC ACID-postPregnancy:-0.104 Diagnosis:9ccs126:Ot up rsp in:0.101 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.100 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:-0.081 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:-0.081 Maternal Vital: RR-otherPregnancy:0.081 Maternal Maternal Procedure History:90472-postPregnancy:0.078 Maternal Diagnosis:9ccs198:Ot infl skin:0.075 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.072 * Vital: BMI-gain0to3 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1391 | OR_unadj: 1.452 [1.110 1.899] | indivs AUC:0.557 Correlated most with: Number of Visits:0.140 Diagnosis:9ccs126:Ot up rsp in:0.116 Newborn Diagnosis:9ccs133:Oth low resp:0.090 Maternal Diagnosis:9ccs3:Oth bact inf:-0.090 Maternal Diagnosis:9ccs184:Early labor:0.084 Diagnosis:9ccs92:Otitis media:0.082 Diagnosis:9ccs16:Liver/ibd ca:0.079 Newborn Diagnosis:9ccs143:Abdom hernia:-0.077 Maternal Maternal Lab History: FOLATE-otherPregnancy:-0.073 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:-0.073 Vital: Wt-gain10to16 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1422 | OR_unadj: 1.239 [0.917 1.676] | indivs AUC:0.579 Correlated most with: Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.093 Diagnosis:9ccs5:HIV infectn:0.075 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.069 Maternal Diagnosis:9ccs55:Fluid/elc dx:-0.068 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.068 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.068 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.067 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.066 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.065 Diagnosis:9ccs52:Nutrit defic:0.064 Vital: Temp-avg1to3 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1348 | OR_unadj: 1.102 [0.834 1.456] | indivs AUC:0.527 Correlated most with: Maternal Diagnosis:9ccs210:SLE:0.099 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.083 Maternal Maternal Procedure History:36415-otherPregnancy:-0.077 Diagnosis:9ccs90:Eye infectn:-0.077 Diagnosis:9ccs7:Viral infect:-0.077 Maternal Maternal Lab History: MONOS-postPregnancy:0.072 Maternal Maternal Procedure History:99401-otherPregnancy:0.071 Newborn Diagnosis:9ccs191:Amnios dx:-0.071 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.069 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.068 Vital: Wt for Length ZScore-gain16to24 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1432 | OR_unadj: 1.066 [0.815 1.393] | indivs AUC:0.594 Correlated most with: Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:-0.093 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:-0.078 Maternal Vital: BMI-postPregnancy:0.074 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.070 Maternal Diagnosis:9ccs204:Ot joint dx:-0.069 Maternal Maternal Procedure History:81000-otherPregnancy:0.068 Maternal Maternal Lab History: RETIC HGB-postPregnancy:-0.067 Maternal Maternal Lab History: MPV-postPregnancy:-0.065 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.065 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.065 Vital: HC-latest | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.592 Correlated most with: Number of Visits:0.302 Diagnosis:9ccs126:Ot up rsp in:0.252 Diagnosis:9ccs10:Immuniz/scrn:0.246 Diagnosis:9ccs92:Otitis media:0.214 Diagnosis:9ccs257:Ot aftercare:0.211 Diagnosis:9ccs7:Viral infect:0.160 Diagnosis:9ccs125:Bronchitis:0.152 Diagnosis:9ccs135:Intest infct:0.150 Diagnosis:9ccs90:Eye infectn:0.137 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.128 * Vital: BMI-avg0to1 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1326 | OR_unadj: 1.323 [1.012 1.730] | indivs AUC:0.621 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.237 Maternal Diagnosis:9ccs184:Early labor:-0.227 Diagnosis:9ccs219:Low birth wt:-0.162 Maternal Diagnosis:9ccs185:Long pregncy:0.156 Newborn Diagnosis:9ccs224:Ot perint dx:0.093 Maternal Maternal Lab History: PTT-otherPregnancy:-0.093 Newborn Diagnosis:9ccs221:Resp distres:-0.090 Newborn Diagnosis:9ccs253:Allergy:-0.090 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.087 Maternal Diagnosis:9ccs183:HTN in preg:-0.085 * Vital: Wt for Len Percentile-avg10to13 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1379 | OR_unadj: 2.986 [2.269 3.930] | indivs AUC:0.700 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.096 Maternal Diagnosis:9ccs185:Long pregncy:0.082 Maternal Vital: Wt-postPregnancy:0.082 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080 Diagnosis:9ccs125:Bronchitis:0.079 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.076 Diagnosis:9ccs48:Thyroid dsor:-0.075 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.074 Diagnosis:9ccs10:Immuniz/scrn:-0.071 Maternal Diagnosis:9ccs182:Hemorr preg:-0.070 Vital: Ht-gain16to24 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1417 | OR_unadj: 1.402 [0.978 2.008] | indivs AUC:0.553 Correlated most with: Maternal Maternal Lab History: APTT-postPregnancy:0.080 Maternal Maternal Lab History: PATIENT-postPregnancy:0.080 Maternal Diagnosis:9ccs189:Prev c-sectn:0.076 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.074 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.072 Diagnosis:9ccs4:Mycoses:-0.065 Newborn Diagnosis:9ccs133:Oth low resp:-0.063 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.062 Number of Visits:-0.061 Maternal Maternal Procedure History:J1055-postPregnancy:-0.059 * Vital: Wt Percentile-avg19to24 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 921 | OR_unadj: 2.119 [1.615 2.779] | indivs AUC:0.706 Correlated most with: Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.106 Diagnosis:9ccs48:Thyroid dsor:-0.101 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.092 Newborn Diagnosis:9ccs5:HIV infectn:-0.088 Maternal Vital: Wt-postPregnancy:0.085 Maternal Vital: Ht-postPregnancy:0.078 Maternal Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:-0.078 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.076 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.076 Newborn Diagnosis:9ccs59:Anemia:-0.076 Vital: Wt for Len Percentile-gain7to13 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1290 | OR_unadj: 0.991 [0.753 1.305] | indivs AUC:0.576 Correlated most with: Maternal Diagnosis:9ccs200:Oth skin dx:0.101 Diagnosis:9ccs5:HIV infectn:-0.081 Diagnosis:9ccs16:Liver/ibd ca:0.069 Maternal Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:0.069 Diagnosis:9ccs210:SLE:0.068 Diagnosis:9ccs10:Immuniz/scrn:-0.067 Maternal Diagnosis:9ccs69:Affective dx:-0.064 Newborn Diagnosis:9ccs143:Abdom hernia:0.063 Maternal Maternal Procedure History:86580-postPregnancy:-0.062 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.061 * Vital: BMI-gain7to13 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1475 | OR_unadj: 1.324 [1.001 1.752] | indivs AUC:0.542 Correlated most with: Maternal Diagnosis:9ccs200:Oth skin dx:0.117 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:-0.096 Maternal Diagnosis:9ccs69:Affective dx:-0.083 Maternal Maternal Procedure History:86580-postPregnancy:-0.079 Maternal Diagnosis:9ccs126:Ot up rsp in:0.078 Diagnosis:9ccs5:HIV infectn:-0.075 Diagnosis:9ccs10:Immuniz/scrn:-0.068 Diagnosis:9ccs16:Liver/ibd ca:0.068 Maternal Maternal Procedure History:36416-postPregnancy:-0.066 Maternal Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:0.064 * Vital: Wt-avg1to3 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1353 | OR_unadj: 1.405 [1.071 1.842] | indivs AUC:0.600 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.278 Maternal Diagnosis:9ccs184:Early labor:-0.237 Diagnosis:9ccs219:Low birth wt:-0.169 Maternal Diagnosis:9ccs185:Long pregncy:0.151 Newborn Diagnosis:9ccs256:Exam/eval:-0.136 Newborn Diagnosis:9ccs221:Resp distres:-0.113 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.099 Maternal Maternal Procedure History:86580-postPregnancy:-0.098 Diagnosis:9ccs87:Retinal dx:-0.097 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.095 Vital: Temp-latest | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.465 Correlated most with: Diagnosis:9ccs70:Schizo/rl dx:0.115 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.105 Lab:294495 LEAD, BLOOD - LMC:0.090 Diagnosis:9ccs154:Gastroent:-0.089 Maternal Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:0.085 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.079 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.079 Maternal Maternal Lab History: INHMOM-postPregnancy:0.078 Maternal Maternal Lab History: AST-otherPregnancy:0.075 Maternal Diagnosis:9ccs181:Ot preg comp:0.070 * Vital: Wt Change-latest | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 979 | OR_unadj: 1.660 [1.219 2.259] | indivs AUC:0.608 Correlated most with: Number of Visits:-0.181 Diagnosis:9ccs126:Ot up rsp in:-0.138 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:0.127 Diagnosis:9ccs92:Otitis media:-0.120 Diagnosis:9ccs125:Bronchitis:-0.110 Maternal Maternal Procedure History:90746-postPregnancy:-0.099 Newborn Diagnosis:9ccs143:Abdom hernia:0.097 Maternal Diagnosis:9ccs75:Hx mental dx:0.086 Diagnosis:9ccs133:Oth low resp:-0.082 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:-0.082 Vital: Wt for Len Percentile-gain5to10 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1245 | OR_unadj: 0.990 [0.750 1.306] | indivs AUC:0.481 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:0.105 Maternal Diagnosis:9ccs200:Oth skin dx:-0.097 Lab:292495 LEAD LEVEL - Sunrise:0.094 Maternal Diagnosis:9ccs184:Early labor:0.093 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.086 Maternal Diagnosis:9ccs198:Ot infl skin:0.085 Maternal Diagnosis:9ccs117:Ot circul dx:-0.083 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.077 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.075 Maternal Diagnosis:9ccs60:Acut p-h anm:0.073 Vital: BMI-gain3to7 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1430 | OR_unadj: 1.091 [0.835 1.425] | indivs AUC:0.512 Correlated most with: Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:0.106 Lab:292495 LEAD LEVEL - Sunrise:-0.095 Diagnosis:9ccs236:Opn wnd extr:-0.087 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.084 Diagnosis:9ccs246:FUO:0.081 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.081 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:0.081 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.080 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.079 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.079 * Vital: BMI-avg1to3 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1340 | OR_unadj: 1.980 [1.513 2.590] | indivs AUC:0.662 Correlated most with: Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.141 Newborn Diagnosis:9ccs219:Low birth wt:-0.109 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.103 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.094 Diagnosis:9ccs219:Low birth wt:-0.084 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.082 Maternal Diagnosis:9ccs205:Back problem:-0.077 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.076 Maternal Diagnosis:9ccs47:Ot bnign neo:0.074 Diagnosis:9ccs125:Bronchitis:0.071 Vital: Temp-avg0to1 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.490 Correlated most with: Maternal Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:-0.099 Diagnosis:9ccs126:Ot up rsp in:0.092 Maternal Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:0.074 Diagnosis:9ccs118:Phlebitis:0.071 Maternal Maternal Procedure History:81025-postPregnancy:-0.065 Maternal Maternal Procedure History:J1055-postPregnancy:-0.065 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:0.064 Newborn Diagnosis:9ccs214:GI cong anom:-0.064 Diagnosis:9ccs76:Meningitis:0.063 Diagnosis:9ccs216:Nerv cong an:0.063 * Vital: Wt for Length ZScore-avg1to3 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1348 | OR_unadj: 1.471 [1.126 1.921] | indivs AUC:0.589 Correlated most with: Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.104 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.090 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:-0.084 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:-0.083 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.083 Diagnosis:9ccs259:Unclassified:-0.078 Maternal Diagnosis:9ccs47:Ot bnign neo:0.078 Newborn Diagnosis:9ccs59:Anemia:-0.078 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.078 Maternal Diagnosis:9ccs5:HIV infectn:0.078 Vital: Wt for Len Percentile-gain16to24 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1289 | OR_unadj: 0.818 [0.613 1.091] | indivs AUC:0.488 Correlated most with: Maternal Diagnosis:9ccs138:Esophgeal dx:-0.076 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.073 Newborn Diagnosis:9ccs133:Oth low resp:-0.072 Diagnosis:9ccs61:Sickle cell:-0.068 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:-0.067 Diagnosis:9ccs233:Intracrn inj:0.067 Maternal Maternal Lab History: A/G-otherPregnancy:0.066 Diagnosis:9ccs234:Crush injury:-0.064 Maternal Diagnosis:9ccs189:Prev c-sectn:0.063 Number of Visits:-0.062 Vital: Temp-avg7to10 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1351 | OR_unadj: 0.832 [0.534 1.296] | indivs AUC:0.478 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.195 Diagnosis:9ccs255:Social admin:-0.173 Diagnosis:9ccs7:Viral infect:-0.111 Number of Visits:-0.107 Diagnosis:9ccs126:Ot up rsp in:-0.105 Diagnosis:9ccs74:Ot mentl cnd:-0.095 Diagnosis:9ccs217:Ot cong anom:-0.094 Diagnosis:9ccs257:Ot aftercare:-0.090 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:0.079 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:0.075 * Vital: Wt-gain0to3 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1401 | OR_unadj: 1.349 [1.031 1.765] | indivs AUC:0.605 Correlated most with: Number of Visits:0.150 Diagnosis:9ccs126:Ot up rsp in:0.121 Diagnosis:9ccs92:Otitis media:0.100 Newborn Diagnosis:9ccs143:Abdom hernia:-0.085 Newborn Diagnosis:9ccs133:Oth low resp:0.084 Diagnosis:9ccs10:Immuniz/scrn:0.083 Maternal Maternal Diagnosis:9ccs180:Ectopic preg-postPregnancy:-0.082 Maternal Diagnosis:9ccs3:Oth bact inf:-0.080 Maternal Maternal Lab History: FOLATE-otherPregnancy:-0.077 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:-0.077 Vital: Wt for Length ZScore-gain10to16 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1476 | OR_unadj: 1.137 [0.870 1.485] | indivs AUC:0.558 Correlated most with: Maternal Diagnosis:9ccs200:Oth skin dx:0.111 Diagnosis:9ccs199:Ulcer skin:-0.083 Diagnosis:9ccs5:HIV infectn:-0.078 Diagnosis:9ccs120:Hemmorhoids:-0.071 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.070 Diagnosis:9ccs118:Phlebitis:0.069 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.068 Maternal Diagnosis:9ccs5:HIV infectn:-0.067 Maternal Diagnosis:9ccs198:Ot infl skin:-0.065 Diagnosis:9ccs16:Liver/ibd ca:0.064 * Vital: Wt-gain3to7 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1439 | OR_unadj: 1.333 [1.022 1.740] | indivs AUC:0.560 Correlated most with: Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:0.115 Diagnosis:9ccs236:Opn wnd extr:-0.093 Lab:292495 LEAD LEVEL - Sunrise:-0.091 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.086 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:0.084 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.083 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.083 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.082 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.078 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.077 Newborn Diagnosis:9ccs155:Other GI dx | coef 0.003 95% CI: [0.001 , 0.006] | OR_adj 1.003 [1.001 1.006] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs155:Other GI dx:1.000 Diagnosis:9ccs255:Social admin:-0.108 Maternal Diagnosis:9ccs10:Immuniz/scrn:0.071 Diagnosis:9ccs10:Immuniz/scrn:-0.053 Maternal Diagnosis:9ccs190:Fetal distrs:0.045 Diagnosis:9ccs126:Ot up rsp in:-0.040 Maternal Diagnosis:9ccs181:Ot preg comp:0.038 Newborn Diagnosis:9ccs224:Ot perint dx:0.038 Diagnosis:9ccs253:Allergy:-0.024 Diagnosis:9ccs92:Otitis media:-0.021 Vital: Temp-avg5to7 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1315 | OR_unadj: 1.008 [0.763 1.331] | indivs AUC:0.495 Correlated most with: Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.088 Maternal Diagnosis:9ccs44:Neoplsm unsp:0.087 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.085 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.081 Diagnosis:9ccs94:Other ear dx:0.078 Maternal Vital: SpO2-postPregnancy:0.072 Maternal Maternal Lab History: FOLATE-postPregnancy:0.070 Maternal Diagnosis:9ccs139:Gasduo ulcer:0.069 Maternal Diagnosis:9ccs2617:E Codes: Adverse effects of medical drugs:0.067 Maternal Diagnosis:9ccs61:Sickle cell:0.067 Vital: Ht-gain10to16 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1404 | OR_unadj: 1.132 [0.839 1.528] | indivs AUC:0.537 Correlated most with: Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.096 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.078 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.077 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.077 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.076 Maternal Diagnosis:9ccs46:Bnign ut neo:-0.075 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.075 Maternal Diagnosis:9ccs172:Ovarian cyst:-0.071 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.068 Diagnosis:9ccs92:Otitis media:0.067 Vital: Wt-gain1to5 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1425 | OR_unadj: 1.212 [0.922 1.593] | indivs AUC:0.535 Correlated most with: Number of Visits:0.186 Diagnosis:9ccs126:Ot up rsp in:0.121 Diagnosis:9ccs7:Viral infect:0.096 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.086 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.085 Diagnosis:9ccs239:Superfic inj:0.084 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:-0.080 Maternal Maternal Procedure History:90472-postPregnancy:0.080 Diagnosis:9ccs154:Gastroent:-0.075 Diagnosis:9ccs135:Intest infct:0.074 Vital: Wt for Length ZScore-gain7to13 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1460 | OR_unadj: 1.296 [0.993 1.692] | indivs AUC:0.536 Correlated most with: Maternal Diagnosis:9ccs198:Ot infl skin:0.126 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.104 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.104 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:-0.103 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.092 Lab:292495 LEAD LEVEL - Sunrise:0.089 Maternal Diagnosis:9ccs200:Oth skin dx:-0.084 Newborn Diagnosis:9ccs220:Birth asphyx:0.083 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.082 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.082 * Vital: Wt Change-avg16to19 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 712 | OR_unadj: 1.794 [1.198 2.685] | indivs AUC:0.516 Correlated most with: Number of Visits:-0.238 Diagnosis:9ccs90:Eye infectn:-0.120 Diagnosis:9ccs257:Ot aftercare:-0.120 Diagnosis:9ccs10:Immuniz/scrn:-0.119 Diagnosis:9ccs135:Intest infct:-0.119 Diagnosis:9ccs126:Ot up rsp in:-0.116 Diagnosis:9ccs92:Otitis media:-0.111 Maternal Diagnosis:9ccs75:Hx mental dx:0.100 Diagnosis:9ccs242:Poisn ot med:-0.100 Diagnosis:9ccs7:Viral infect:-0.099 Maternal Vital: BP-postPregnancy | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 666 | OR_unadj: 1.322 [0.954 1.832] | indivs AUC:0.537 Correlated most with: Maternal Vital: BP-postPregnancy:1.000 Maternal Vital: BP-otherPregnancy:0.421 Maternal Vital: Wt-postPregnancy:0.298 Maternal Vital: Wt-otherPregnancy:0.189 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.184 Diagnosis:9ccs232:Sprain:0.171 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.158 Maternal Diagnosis:9ccs183:HTN in preg:0.157 Maternal Maternal Lab History: URINE PH-postPregnancy:-0.153 MatDeliveryAge:0.144 * Vital: Ht-gain7to13 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1451 | OR_unadj: 1.379 [1.027 1.851] | indivs AUC:0.532 Correlated most with: Maternal Diagnosis:9ccs200:Oth skin dx:0.105 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:-0.103 Maternal Diagnosis:9ccs69:Affective dx:-0.090 Maternal Maternal Procedure History:86580-postPregnancy:-0.077 Diagnosis:9ccs232:Sprain:-0.066 Maternal Maternal Procedure History:36416-postPregnancy:-0.066 Maternal Diagnosis:9ccs126:Ot up rsp in:0.065 Diagnosis:9ccs5:HIV infectn:-0.063 Diagnosis:9ccs52:Nutrit defic:-0.062 Maternal Diagnosis:9ccs139:Gasduo ulcer:-0.062 * Vital: BMI-avg5to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1293 | OR_unadj: 2.167 [1.657 2.835] | indivs AUC:0.634 Correlated most with: Maternal Vital: SpO2-postPregnancy:-0.110 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.105 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.104 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.099 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.090 Diagnosis:9ccs238:Complic proc:-0.089 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.089 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.089 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.087 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.084 Vital: Temp-avg16to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1297 | OR_unadj: 0.872 [0.571 1.331] | indivs AUC:0.514 Correlated most with: Diagnosis:9ccs255:Social admin:-0.143 Diagnosis:9ccs10:Immuniz/scrn:-0.132 Number of Visits:-0.118 Diagnosis:9ccs257:Ot aftercare:-0.106 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.102 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.102 Maternal Maternal Lab History: VARICELLA IGM-postPregnancy:-0.100 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.097 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.097 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.094 Vital: Temp-avg3to5 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1313 | OR_unadj: 0.989 [0.753 1.299] | indivs AUC:0.470 Correlated most with: Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:-0.110 Diagnosis:9ccs126:Ot up rsp in:0.102 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.095 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.092 Number of Visits:0.090 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.087 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:-0.087 Maternal Maternal Lab History: RETICULOCYTES-postPregnancy:-0.082 Maternal Maternal Lab History: CHr(RETIC HGB CONTENT)-postPregnancy:-0.082 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:-0.080 * Vital: Wt for Len Percentile-avg7to10 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1304 | OR_unadj: 2.608 [1.991 3.417] | indivs AUC:0.622 Correlated most with: Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.079 Maternal Vital: Wt-postPregnancy:0.079 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.073 Maternal Maternal Procedure History:J1055-postPregnancy:-0.072 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.071 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.071 Diagnosis:9ccs125:Bronchitis:0.070 Maternal Vital: BMI Percentile-postPregnancy:0.070 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.069 Maternal Maternal Procedure History:93005-postPregnancy:-0.069 * Vital: Wt-gain5to10 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1444 | OR_unadj: 1.450 [1.102 1.909] | indivs AUC:0.564 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.096 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:0.095 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.092 Maternal Diagnosis:9ccs143:Abdom hernia:0.085 Maternal Diagnosis:9ccs198:Ot infl skin:0.084 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.081 Maternal Diagnosis:9ccs200:Oth skin dx:-0.080 Diagnosis:9ccs236:Opn wnd extr:0.077 Maternal Diagnosis:9ccs117:Ot circul dx:-0.076 Maternal Diagnosis:9ccs149:Biliary dx:0.074 * Vital: Wt Percentile-avg16to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 747 | OR_unadj: 1.781 [1.341 2.364] | indivs AUC:0.649 Correlated most with: Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.106 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.086 Newborn Diagnosis:9ccs59:Anemia:-0.086 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.086 Diagnosis:9ccs48:Thyroid dsor:-0.085 Diagnosis:9ccs230:Fx leg:-0.082 Maternal Vital: BP-postPregnancy:0.082 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.080 Maternal Vital: Wt-postPregnancy:0.073 Maternal Maternal Procedure History:90746-postPregnancy:-0.073 Vital: Temp-avg10to13 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1399 | OR_unadj: 1.016 [0.764 1.351] | indivs AUC:0.560 Correlated most with: Diagnosis:9ccs175:Ot femal gen:-0.199 Maternal Diagnosis:9ccs172:Ovarian cyst:-0.199 Maternal Diagnosis:9ccs46:Bnign ut neo:-0.146 Diagnosis:9ccs223:Birth trauma:-0.120 Maternal Diagnosis:9ccs188:Pelvic obstr:-0.105 Maternal Diagnosis:9ccs2617:E Codes: Adverse effects of medical drugs:0.091 Diagnosis:9ccs247:Lymph enlarg:-0.090 Newborn Diagnosis:9ccs259:Unclassified:-0.079 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:-0.079 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:-0.079 * Vital: Wt for Length ZScore-gain13to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1451 | OR_unadj: 1.313 [1.006 1.713] | indivs AUC:0.514 Correlated most with: Diagnosis:9ccs5:HIV infectn:0.092 Newborn Diagnosis:9ccs223:Birth trauma:-0.077 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.071 Maternal Diagnosis:9ccs55:Fluid/elc dx:-0.071 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.068 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.066 Maternal Maternal Lab History: RETIC HGB-postPregnancy:0.066 Diagnosis:9ccs163:Other GU dx:-0.065 Newborn Diagnosis:9ccs222:Perint jaund:0.065 Maternal Maternal Lab History: RET %-postPregnancy:-0.064 Vital: HC-gain0to3 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1332 | OR_unadj: 0.871 [0.636 1.192] | indivs AUC:0.490 Correlated most with: Number of Visits:0.117 Maternal Maternal Lab History: INR-otherPregnancy:-0.090 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:-0.077 Diagnosis:9ccs126:Ot up rsp in:0.073 Maternal Diagnosis:9ccs7:Viral infect:-0.072 Diagnosis:9ccs137:Mouth dx:0.072 Diagnosis:9ccs49:DiabMel no c:-0.070 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:-0.069 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.069 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.068 * Vital: HC-avg10to13 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1158 | OR_unadj: 1.481 [1.134 1.934] | indivs AUC:0.587 Correlated most with: Newborn Diagnosis:9ccs5:HIV infectn:-0.099 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.093 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.088 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.080 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.080 Diagnosis:9ccs132:Lung externl:-0.075 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.074 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.072 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:-0.070 Maternal Maternal Lab History: AST-postPregnancy:-0.070 * Vital: HC-avg16to19 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 930 | OR_unadj: 1.811 [1.365 2.403] | indivs AUC:0.545 Correlated most with: Maternal Diagnosis:9ccs120:Hemmorhoids:-0.230 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.096 Diagnosis:9ccs51:Ot endo dsor:-0.094 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.084 Maternal Vital: Ht Percentile-otherPregnancy:-0.084 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.084 Maternal Maternal Procedure History:90649-postPregnancy:-0.081 Maternal Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.077 Maternal Maternal Lab History: TRANSFERRIN-postPregnancy:-0.077 Maternal Maternal Lab History: LACTIC ACID-postPregnancy:0.076 Vital: BMI-gain13to19 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1431 | OR_unadj: 0.840 [0.643 1.097] | indivs AUC:0.566 Correlated most with: Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:-0.084 Maternal Diagnosis:9ccs250:Nausea/vomit:-0.071 Maternal Vital: Wt Percentile-otherPregnancy:0.067 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.066 Diagnosis:9ccs163:Other GU dx:0.065 Maternal Maternal Procedure History:86703-postPregnancy:-0.065 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.064 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.061 Maternal Diagnosis:9ccs3:Oth bact inf:0.061 Maternal Maternal Lab History: FERRITIN-otherPregnancy:-0.061 Vital: Ht-gain1to5 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1420 | OR_unadj: 0.786 [0.598 1.035] | indivs AUC:0.479 Correlated most with: Number of Visits:0.163 Diagnosis:9ccs126:Ot up rsp in:0.103 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.095 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.085 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:-0.084 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:-0.084 Maternal Vital: RR-otherPregnancy:0.083 Maternal Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.081 Diagnosis:9ccs135:Intest infct:0.079 Maternal Diagnosis:9ccs198:Ot infl skin:0.076 Vital: Wt for Length ZScore-gain1to5 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1394 | OR_unadj: 1.181 [0.903 1.546] | indivs AUC:0.536 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:0.133 Newborn Diagnosis:9ccs219:Low birth wt:0.111 Diagnosis:9ccs147:Anal/rectal:0.103 Maternal Diagnosis:9ccs47:Ot bnign neo:0.094 Diagnosis:9ccs219:Low birth wt:0.092 Lab:306025 PPD:0.089 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:-0.086 Maternal Diagnosis:9ccs185:Long pregncy:-0.086 Maternal Maternal Procedure History:81025-otherPregnancy:0.085 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.082 Vital: HR-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1010 | OR_unadj: 0.762 [0.553 1.050] | indivs AUC:0.540 Correlated most with: Maternal Diagnosis:9ccs102:Chest pain:0.115 Diagnosis:9ccs10:Immuniz/scrn:0.112 Diagnosis:9ccs70:Schizo/rl dx:0.083 Diagnosis:9ccs217:Ot cong anom:0.083 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.083 Maternal Maternal Lab History: BUN-postPregnancy:-0.081 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.071 Maternal Vital: Ht-postPregnancy:-0.071 Diagnosis:9ccs221:Resp distres:0.071 Maternal Diagnosis:9ccs24:Breast cancr:0.071 Vital: HC-gain1to5 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1346 | OR_unadj: 0.866 [0.657 1.140] | indivs AUC:0.519 Correlated most with: Number of Visits:0.099 Diagnosis:9ccs125:Bronchitis:0.091 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.091 Diagnosis:9ccs154:Gastroent:-0.089 Maternal Vital: PL-otherPregnancy:-0.084 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.082 Maternal Maternal Diagnosis:10ccs84:Headache/mig-postPregnancy:-0.078 Newborn Diagnosis:9ccs222:Perint jaund:0.077 Diagnosis:9ccs163:Other GU dx:0.076 Diagnosis:9ccs126:Ot up rsp in:0.075 Vital: Ht-avg5to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1293 | OR_unadj: 1.103 [0.839 1.451] | indivs AUC:0.484 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.219 Maternal Diagnosis:9ccs184:Early labor:-0.170 Maternal Diagnosis:9ccs193:OB-related perin trauma:0.118 Newborn Diagnosis:9ccs221:Resp distres:-0.116 Diagnosis:9ccs87:Retinal dx:-0.106 Maternal Vital: Ht-postPregnancy:0.102 Maternal Diagnosis:9ccs185:Long pregncy:0.090 Newborn Diagnosis:9ccs222:Perint jaund:-0.087 Maternal Maternal Lab History: TRANSFERRIN-postPregnancy:-0.086 Maternal Diagnosis:9ccs259:Unclassified:-0.085 Vital: HC-gain7to13 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1298 | OR_unadj: 1.240 [0.922 1.668] | indivs AUC:0.586 Correlated most with: Maternal Diagnosis:9ccs200:Oth skin dx:0.085 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.082 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.073 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.073 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.072 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.071 Maternal Maternal Diagnosis:9ccs123:Influenza-postPregnancy:0.071 Maternal Maternal Lab History: APTT-postPregnancy:0.070 Maternal Maternal Lab History: PATIENT-postPregnancy:0.070 Maternal Diagnosis:9ccs210:SLE:0.070 Vital: Temp-avg13to16 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1313 | OR_unadj: 1.227 [0.936 1.609] | indivs AUC:0.567 Correlated most with: Diagnosis:9ccs92:Otitis media:0.145 Maternal Vital: BMI-otherPregnancy:0.130 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.124 Maternal Maternal Lab History: GLUCOSE POCT-otherPregnancy:0.096 Maternal Diagnosis:9ccs89:Blindness:0.089 Maternal Diagnosis:9ccs149:Biliary dx:0.085 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.082 Maternal Diagnosis:9ccs183:HTN in preg:0.081 Diagnosis:9ccs124:Tonsillitis:0.081 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy:0.080 Vital: Ht-avg10to13 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1381 | OR_unadj: 1.307 [0.998 1.712] | indivs AUC:0.544 Correlated most with: Maternal Vital: Ht-postPregnancy:0.122 Newborn Diagnosis:9ccs219:Low birth wt:-0.118 Maternal Diagnosis:9ccs185:Long pregncy:0.102 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.091 Maternal Vital: Ht-otherPregnancy:0.083 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.081 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.081 Maternal Vital: Wt-postPregnancy:0.080 Maternal Diagnosis:9ccs184:Early labor:-0.079 Diagnosis:9ccs87:Retinal dx:-0.075 Vital: Ht-gain0to3 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1394 | OR_unadj: 0.853 [0.644 1.129] | indivs AUC:0.537 Correlated most with: Number of Visits:0.136 Diagnosis:9ccs126:Ot up rsp in:0.108 Newborn Diagnosis:9ccs143:Abdom hernia:-0.089 Maternal Maternal Lab History: INR-otherPregnancy:-0.086 Maternal Diagnosis:9ccs3:Oth bact inf:-0.083 Diagnosis:9ccs16:Liver/ibd ca:0.082 Newborn Diagnosis:9ccs133:Oth low resp:0.080 Maternal Maternal Diagnosis:9ccs180:Ectopic preg-postPregnancy:-0.078 Diagnosis:9ccs10:Immuniz/scrn:0.076 Diagnosis:9ccs92:Otitis media:0.074 Vital: HC-avg0to1 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1191 | OR_unadj: 1.052 [0.803 1.378] | indivs AUC:0.538 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:-0.279 Newborn Diagnosis:9ccs219:Low birth wt:-0.256 Diagnosis:9ccs219:Low birth wt:-0.160 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.160 Maternal Diagnosis:9ccs185:Long pregncy:0.131 Newborn Diagnosis:9ccs256:Exam/eval:-0.107 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:-0.100 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.091 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.090 Newborn Diagnosis:9ccs94:Other ear dx:0.089 Vital: BMI-gain10to16 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1448 | OR_unadj: 1.186 [0.893 1.575] | indivs AUC:0.540 Correlated most with: Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.099 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.084 Diagnosis:9ccs5:HIV infectn:0.079 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.079 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.074 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.070 Diagnosis:9ccs52:Nutrit defic:0.069 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.068 Diagnosis:9ccs163:Other GU dx:-0.067 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.067 Vital: Ht-gain3to7 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1405 | OR_unadj: 1.120 [0.858 1.461] | indivs AUC:0.523 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:-0.091 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.087 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:0.083 Diagnosis:9ccs236:Opn wnd extr:-0.083 Diagnosis:9ccs246:FUO:0.081 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.080 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:-0.079 Maternal Maternal Procedure History:86580-postPregnancy:-0.073 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.072 Diagnosis:9ccs240:Burns:-0.071 Vital: Wt-avg0to1 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1336 | OR_unadj: 1.096 [0.838 1.434] | indivs AUC:0.526 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.362 Maternal Diagnosis:9ccs184:Early labor:-0.355 Diagnosis:9ccs219:Low birth wt:-0.222 Maternal Diagnosis:9ccs185:Long pregncy:0.217 Newborn Diagnosis:9ccs221:Resp distres:-0.150 Newborn Diagnosis:9ccs256:Exam/eval:-0.139 Newborn Diagnosis:9ccs224:Ot perint dx:0.130 Maternal Diagnosis:9ccs183:HTN in preg:-0.125 Newborn Diagnosis:9ccs253:Allergy:-0.111 Newborn Diagnosis:9ccs222:Perint jaund:-0.107 * Vital: Wt Change-avg19to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 880 | OR_unadj: 2.064 [1.510 2.823] | indivs AUC:0.612 Correlated most with: Number of Visits:-0.186 Diagnosis:9ccs92:Otitis media:-0.142 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:0.136 Diagnosis:9ccs126:Ot up rsp in:-0.126 Maternal Maternal Procedure History:97014-postPregnancy:-0.105 Diagnosis:9ccs133:Oth low resp:-0.099 Maternal Maternal Lab History: OXACILLIN-postPregnancy:0.091 Maternal Maternal Lab History: PH-otherPregnancy:-0.088 Diagnosis:9ccs125:Bronchitis:-0.085 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.084 * Vital: HC-avg13to16 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 990 | OR_unadj: 1.619 [1.234 2.125] | indivs AUC:0.603 Correlated most with: Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.087 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.084 Maternal Maternal Lab History: PTT-otherPregnancy:-0.079 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.079 Maternal Vital: HR-otherPregnancy:0.078 Diagnosis:9ccs87:Retinal dx:-0.075 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.074 Maternal Maternal Lab History: MONOS-postPregnancy:-0.073 Maternal Vital: Ht Percentile-otherPregnancy:-0.072 Maternal Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.071 Vital: HC-avg1to3 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1229 | OR_unadj: 0.920 [0.701 1.208] | indivs AUC:0.492 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:-0.219 Newborn Diagnosis:9ccs219:Low birth wt:-0.212 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.130 Diagnosis:9ccs219:Low birth wt:-0.111 Maternal Diagnosis:9ccs185:Long pregncy:0.101 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.099 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.097 Diagnosis:9ccs75:Hx mental dx:0.093 Newborn Diagnosis:9ccs256:Exam/eval:-0.090 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.082 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1058 | OR_unadj: 1.146 [0.865 1.519] | indivs AUC:0.509 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.999 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.278 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.277 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.188 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.187 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.163 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.162 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.153 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.151 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1055 | OR_unadj: 1.153 [0.870 1.529] | indivs AUC:0.515 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.999 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.277 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.276 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.188 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.188 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.164 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.164 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.153 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.153 Vital: Ht-avg7to10 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1332 | OR_unadj: 1.262 [0.963 1.654] | indivs AUC:0.531 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.129 Maternal Vital: Ht-postPregnancy:0.115 Maternal Diagnosis:9ccs5:HIV infectn:-0.099 Maternal Diagnosis:9ccs184:Early labor:-0.098 Maternal Diagnosis:9ccs185:Long pregncy:0.097 Maternal Diagnosis:9ccs193:OB-related perin trauma:0.094 Diagnosis:9ccs87:Retinal dx:-0.084 Maternal Diagnosis:9ccs161:Ot dx kidney:0.080 Diagnosis:9ccs219:Low birth wt:-0.079 Maternal Vital: Wt-postPregnancy:0.076 Vital: Ht-gain13to19 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1378 | OR_unadj: 0.895 [0.685 1.171] | indivs AUC:0.438 Correlated most with: Maternal Diagnosis:9ccs46:Bnign ut neo:0.079 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:-0.076 Maternal Diagnosis:9ccs250:Nausea/vomit:-0.075 Maternal Diagnosis:9ccs172:Ovarian cyst:0.070 Maternal Vital: Wt Percentile-otherPregnancy:0.065 Maternal Maternal Procedure History:86703-postPregnancy:-0.064 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:-0.063 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.062 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.060 Maternal Diagnosis:9ccs194:Forceps del:0.058 * Vital: Wt Percentile-avg10to13 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 664 | OR_unadj: 1.806 [1.346 2.423] | indivs AUC:0.618 Correlated most with: Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.108 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.100 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.099 Lab:294199 BILIRUBIN SCAN - LMC:-0.091 Maternal Diagnosis:9ccs185:Long pregncy:0.090 Diagnosis:9ccs230:Fx leg:-0.088 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.082 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.079 Newborn Diagnosis:9ccs219:Low birth wt:-0.078 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.077 Vital: HC-gain3to7 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1310 | OR_unadj: 1.076 [0.825 1.404] | indivs AUC:0.578 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.075 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.073 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:0.072 Lab:292495 LEAD LEVEL - Sunrise:-0.071 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:-0.070 Diagnosis:9ccs246:FUO:0.070 Diagnosis:9ccs236:Opn wnd extr:-0.069 Diagnosis:9ccs196:Nml preg/del:0.069 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-otherPregnancy:0.068 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:-0.068 Vital: Ht-avg3to5 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1296 | OR_unadj: 0.876 [0.661 1.159] | indivs AUC:0.509 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.251 Maternal Diagnosis:9ccs184:Early labor:-0.199 Maternal Diagnosis:9ccs185:Long pregncy:0.130 Diagnosis:9ccs87:Retinal dx:-0.116 Maternal Diagnosis:9ccs193:OB-related perin trauma:0.109 Newborn Diagnosis:9ccs221:Resp distres:-0.104 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.104 Diagnosis:9ccs219:Low birth wt:-0.099 Newborn Diagnosis:9ccs222:Perint jaund:-0.097 Maternal Diagnosis:9ccs183:HTN in preg:-0.092 Vital: HC-gain10to16 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1222 | OR_unadj: 1.142 [0.874 1.492] | indivs AUC:0.484 Correlated most with: Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.090 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.080 Diagnosis:9ccs256:Exam/eval:-0.077 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.075 Diagnosis:9ccs154:Gastroent:-0.070 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.070 Maternal Maternal Diagnosis:9ccs123:Influenza-postPregnancy:-0.069 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.068 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.068 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.067 Vital: Wt Percentile-gain7to13 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 698 | OR_unadj: 1.247 [0.851 1.830] | indivs AUC:0.515 Correlated most with: Diagnosis:9ccs5:HIV infectn:-0.110 Maternal Vital: Wt Change-otherPregnancy:-0.110 Maternal Vital: Wt Change-postPregnancy:0.093 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.092 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.085 Maternal Diagnosis:9ccs56:Cystic fibro:0.084 Newborn Diagnosis:9ccs143:Abdom hernia:0.081 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.079 Maternal Diagnosis:9ccs217:Ot cong anom:-0.077 Diagnosis:10ccs238:Complic proc:0.077 Vital: Ht-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1614 | OR_unadj: 1.271 [0.956 1.688] | indivs AUC:0.560 Correlated most with: Number of Visits:0.447 Diagnosis:9ccs10:Immuniz/scrn:0.345 Diagnosis:9ccs126:Ot up rsp in:0.315 Diagnosis:9ccs92:Otitis media:0.265 Diagnosis:9ccs7:Viral infect:0.206 Diagnosis:9ccs257:Ot aftercare:0.188 Diagnosis:9ccs135:Intest infct:0.156 Diagnosis:9ccs90:Eye infectn:0.148 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.138 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.137 Vital: Ht-avg1to3 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1348 | OR_unadj: 0.914 [0.694 1.204] | indivs AUC:0.517 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.303 Maternal Diagnosis:9ccs184:Early labor:-0.278 Diagnosis:9ccs219:Low birth wt:-0.175 Maternal Diagnosis:9ccs185:Long pregncy:0.151 Diagnosis:9ccs87:Retinal dx:-0.138 Maternal Diagnosis:9ccs193:OB-related perin trauma:0.129 Newborn Diagnosis:9ccs222:Perint jaund:-0.123 Maternal Diagnosis:9ccs5:HIV infectn:-0.122 Diagnosis:9ccs143:Abdom hernia:-0.119 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117 Vital: Ht-gain5to10 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1429 | OR_unadj: 1.097 [0.806 1.493] | indivs AUC:0.492 Correlated most with: Maternal Diagnosis:9ccs200:Oth skin dx:-0.108 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:0.094 Maternal Diagnosis:9ccs143:Abdom hernia:0.082 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.081 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.081 Lab:292495 LEAD LEVEL - Sunrise:0.079 Diagnosis:9ccs236:Opn wnd extr:0.072 Maternal Vital: Wt Percentile-otherPregnancy:0.069 Maternal Maternal Procedure History:81000-postPregnancy:0.068 Maternal Diagnosis:9ccs98:HTN:0.066 * Vital: HC-avg7to10 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1133 | OR_unadj: 1.714 [1.288 2.282] | indivs AUC:0.535 Correlated most with: Maternal Maternal Procedure History:97140-postPregnancy:0.480 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.455 Maternal Maternal Procedure History:97010-postPregnancy:0.415 Maternal Maternal Procedure History:97032-postPregnancy:0.383 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.324 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.297 Maternal Maternal Procedure History:97110-postPregnancy:0.292 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.205 Maternal Maternal Lab History: PTT-postPregnancy:-0.184 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.183 Vital: BMI-gain5to10 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1455 | OR_unadj: 1.104 [0.834 1.462] | indivs AUC:0.488 Correlated most with: Maternal Diagnosis:9ccs200:Oth skin dx:-0.110 Lab:292495 LEAD LEVEL - Sunrise:0.095 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.087 Diagnosis:9ccs236:Opn wnd extr:0.085 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:0.084 Maternal Diagnosis:9ccs198:Ot infl skin:0.078 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.077 Maternal Diagnosis:9ccs143:Abdom hernia:0.077 Maternal Diagnosis:9ccs149:Biliary dx:0.073 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.072 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1060 | OR_unadj: 1.261 [0.951 1.673] | indivs AUC:0.492 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.999 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.466 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.466 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.360 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.360 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.255 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.252 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.241 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.239 Diagnosis:9ccs255:Social admin | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1616 | OR_unadj: 0.664 [0.382 1.152] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs255:Social admin:1.000 Diagnosis:9ccs10:Immuniz/scrn:0.458 Diagnosis:9ccs126:Ot up rsp in:0.355 Diagnosis:9ccs253:Allergy:0.212 Diagnosis:9ccs92:Otitis media:0.192 Diagnosis:9ccs257:Ot aftercare:0.190 Diagnosis:9ccs7:Viral infect:0.187 Number of Visits:0.148 Diagnosis:9ccs90:Eye infectn:0.125 Diagnosis:9ccs125:Bronchitis:0.124 * Maternal Diagnosis:9ccs183:HTN in preg | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 155 | OR_unadj: 1.745 [1.167 2.610] | indivs AUC:0.518 Correlated most with: Maternal Diagnosis:9ccs183:HTN in preg:1.000 Maternal Diagnosis:9ccs98:HTN:0.188 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.172 Maternal Vital: BP-postPregnancy:0.157 Newborn Diagnosis:9ccs219:Low birth wt:0.144 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.134 Maternal Diagnosis:9ccs184:Early labor:0.128 Maternal Maternal Lab History: LDH-postPregnancy:0.118 Maternal Diagnosis:9ccs239:Superfic inj:0.108 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.108 Vital: HC-avg3to5 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1129 | OR_unadj: 1.116 [0.845 1.474] | indivs AUC:0.490 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:-0.147 Newborn Diagnosis:9ccs219:Low birth wt:-0.133 Newborn Diagnosis:9ccs5:HIV infectn:-0.096 Diagnosis:9ccs219:Low birth wt:-0.093 Newborn Diagnosis:9ccs94:Other ear dx:0.092 Maternal Maternal Procedure History:81000-postPregnancy:-0.077 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.073 Maternal Diagnosis:9ccs185:Long pregncy:0.072 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.072 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.070 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1057 | OR_unadj: 1.248 [0.940 1.656] | indivs AUC:0.485 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.999 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.466 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.465 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.360 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.360 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.255 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.254 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.241 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.239 Vital: HC-gain5to10 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1305 | OR_unadj: 1.028 [0.772 1.370] | indivs AUC:0.434 Correlated most with: Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.127 Maternal Vital: Ht-otherPregnancy:-0.103 Maternal Maternal Procedure History:97140-postPregnancy:0.096 Maternal Diagnosis:9ccs200:Oth skin dx:-0.086 Lab:292495 LEAD LEVEL - Sunrise:0.079 Maternal Maternal Lab History: PTT-postPregnancy:-0.078 Maternal Maternal Lab History: CREATININE-postPregnancy:-0.076 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.073 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.071 Maternal Vital: BMI-postPregnancy:0.069 Vital: HC-gain16to24 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1064 | OR_unadj: 0.868 [0.662 1.137] | indivs AUC:0.535 Correlated most with: Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.071 Maternal Maternal Procedure History:J1055-postPregnancy:-0.063 Maternal Diagnosis:9ccs244:Other injury:-0.063 Maternal Diagnosis:9ccs159:UTI:-0.062 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:-0.062 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.062 Diagnosis:9ccs171:Menstrual dx:0.061 Maternal Maternal Lab History: METAMYELOCYTE-otherPregnancy:-0.060 Lab:292495 LEAD LEVEL - Sunrise:0.060 Diagnosis:9ccs209:Ot acq defor:0.056 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1043 | OR_unadj: 1.400 [1.051 1.866] | indivs AUC:0.532 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.998 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.466 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.466 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.380 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.380 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.267 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.267 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.218 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.217 Maternal Diagnosis:9ccs181:Ot preg comp | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 487 | OR_unadj: 1.286 [0.968 1.709] | indivs AUC:0.523 Correlated most with: Maternal Diagnosis:9ccs181:Ot preg comp:1.000 Maternal Diagnosis:9ccs10:Immuniz/scrn:0.467 Maternal Diagnosis:9ccs59:Anemia:0.379 Maternal Diagnosis:9ccs128:Asthma:0.219 Maternal Diagnosis:9ccs60:Acut p-h anm:0.182 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.180 Maternal Diagnosis:9ccs7:Viral infect:0.144 Maternal Diagnosis:9ccs48:Thyroid dsor:0.139 Maternal Diagnosis:9ccs106:Dysrhythmia:0.128 Maternal Diagnosis:9ccs168:PID:0.128 * Vital: Ht-avg13to16 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1287 | OR_unadj: 1.332 [1.019 1.741] | indivs AUC:0.515 Correlated most with: Maternal Vital: Ht-postPregnancy:0.136 Newborn Diagnosis:9ccs219:Low birth wt:-0.120 Maternal Maternal Lab History: LH-postPregnancy:-0.098 Maternal Vital: Wt-postPregnancy:0.098 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.092 Diagnosis:9ccs2:Septicemia:0.082 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.080 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.079 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.076 Maternal Vital: Ht-otherPregnancy:0.075 * Vital: Wt Percentile-gain0to24 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 906 | OR_unadj: 1.985 [1.512 2.606] | indivs AUC:0.707 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.101 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.099 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090 Newborn Diagnosis:9ccs5:HIV infectn:-0.088 Maternal Vital: Wt-postPregnancy:0.084 Maternal Vital: Ht-postPregnancy:0.080 Maternal Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:-0.078 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.077 Newborn Diagnosis:9ccs59:Anemia:-0.077 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.077 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1046 | OR_unadj: 1.400 [1.051 1.866] | indivs AUC:0.527 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.998 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.466 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.465 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.381 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.379 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.268 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.267 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.219 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.217 * Vital: HC-avg5to7 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1123 | OR_unadj: 1.500 [1.143 1.967] | indivs AUC:0.535 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:-0.130 Newborn Diagnosis:9ccs219:Low birth wt:-0.118 Newborn Diagnosis:9ccs5:HIV infectn:-0.096 Newborn Diagnosis:9ccs221:Resp distres:-0.085 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.082 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:-0.082 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.078 Maternal Diagnosis:9ccs106:Dysrhythmia:-0.073 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.072 Diagnosis:9ccs219:Low birth wt:-0.070 Vital: Ht-avg0to1 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1326 | OR_unadj: 0.954 [0.722 1.262] | indivs AUC:0.490 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.348 Maternal Diagnosis:9ccs184:Early labor:-0.342 Diagnosis:9ccs219:Low birth wt:-0.204 Newborn Diagnosis:9ccs221:Resp distres:-0.162 Maternal Diagnosis:9ccs185:Long pregncy:0.159 Newborn Diagnosis:9ccs222:Perint jaund:-0.135 Maternal Diagnosis:9ccs183:HTN in preg:-0.127 Newborn Diagnosis:9ccs256:Exam/eval:-0.126 Diagnosis:9ccs143:Abdom hernia:-0.112 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.103 Maternal Diagnosis:9ccs10:Immuniz/scrn | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 178 | OR_unadj: 1.268 [0.843 1.907] | indivs AUC:0.525 Correlated most with: Maternal Diagnosis:9ccs10:Immuniz/scrn:1.000 Maternal Diagnosis:9ccs181:Ot preg comp:0.467 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.114 Maternal Diagnosis:9ccs210:SLE:0.100 Maternal Diagnosis:9ccs259:Unclassified:0.100 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.085 Maternal Maternal Procedure History:90470-postPregnancy:0.076 Maternal Maternal Procedure History:90663-postPregnancy:0.076 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.075 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.073 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1060 | OR_unadj: 1.433 [1.080 1.900] | indivs AUC:0.564 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.991 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.523 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.516 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.497 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.490 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.476 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.470 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.399 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.394 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1013 | OR_unadj: 0.877 [0.644 1.195] | indivs AUC:0.488 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.587 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.586 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.582 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.581 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.483 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.481 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.476 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.474 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1057 | OR_unadj: 1.438 [1.084 1.906] | indivs AUC:0.568 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.991 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.521 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.520 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.495 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.493 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.475 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.474 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.397 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.397 Vital: Wt Percentile-gain16to24 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 961 | OR_unadj: 1.048 [0.733 1.496] | indivs AUC:0.531 Correlated most with: Maternal Diagnosis:9ccs138:Esophgeal dx:-0.094 Maternal Vital: BMI-otherPregnancy:-0.092 Maternal Vital: Wt Change-otherPregnancy:0.085 Diagnosis:9ccs0:No DX:0.084 Diagnosis:9ccs74:Ot mentl cnd:0.077 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.074 Maternal Diagnosis:9ccs50:DiabMel w/cm:-0.073 Diagnosis:9ccs233:Intracrn inj:0.072 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.071 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.071 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1010 | OR_unadj: 0.881 [0.647 1.199] | indivs AUC:0.494 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.587 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.586 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.582 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.581 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.482 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.481 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.475 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.474 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1055 | OR_unadj: 1.275 [0.954 1.704] | indivs AUC:0.584 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.299 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.296 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.278 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.277 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.270 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.269 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.250 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.249 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1053 | OR_unadj: 1.251 [0.935 1.674] | indivs AUC:0.578 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.299 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.296 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.278 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.277 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.270 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.269 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.250 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.249 Vital: Wt for Len Percentile-gain13to19 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1254 | OR_unadj: 1.030 [0.785 1.351] | indivs AUC:0.532 Correlated most with: Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:-0.071 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.071 Diagnosis:9ccs7:Viral infect:0.069 Diagnosis:9ccs163:Other GU dx:0.067 Diagnosis:9ccs233:Intracrn inj:-0.066 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:-0.065 Maternal Diagnosis:9ccs3:Oth bact inf:0.065 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.063 Maternal Maternal Lab History: FERRITIN-otherPregnancy:-0.062 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.062 * Vital: Wt for Len Percentile-gain10to16 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1273 | OR_unadj: 1.672 [1.280 2.183] | indivs AUC:0.545 Correlated most with: Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.094 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.080 Diagnosis:9ccs5:HIV infectn:0.078 Diagnosis:9ccs163:Other GU dx:-0.077 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.075 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.074 Maternal Diagnosis:9ccs55:Fluid/elc dx:-0.073 Maternal Vital: Wt Percentile-otherPregnancy:-0.065 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:0.064 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.064 Vital: Ht Percentile-gain16to24 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.554 Correlated most with: Diagnosis:9ccs0:No DX:0.102 Diagnosis:9ccs258:Other screen:-0.095 Maternal Maternal Procedure History:90772-postPregnancy:-0.087 Maternal Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.087 Maternal Maternal Procedure History:90663-postPregnancy:0.083 Maternal Maternal Procedure History:90470-postPregnancy:0.083 Maternal Maternal Procedure History:J1055-postPregnancy:-0.082 Diagnosis:9ccs51:Ot endo dsor:-0.076 Lab:296169 RETICULOCYTE COUNT- LMC:-0.074 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.073 Vital: HC-gain13to19 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1080 | OR_unadj: 0.985 [0.755 1.286] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs128:Asthma:0.079 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.074 Newborn Diagnosis:9ccs223:Birth trauma:0.070 Maternal Diagnosis:9ccs46:Bnign ut neo:0.070 Maternal Diagnosis:9ccs172:Ovarian cyst:0.068 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:-0.067 Maternal Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:0.064 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:-0.064 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.063 Maternal Maternal Lab History: METAMYELOCYTE-otherPregnancy:0.062 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1060 | OR_unadj: 1.146 [0.862 1.522] | indivs AUC:0.533 Correlated most with: Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.394 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.393 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.391 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.391 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.381 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.380 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.340 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.340 * Vital: Ht-avg16to19 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1265 | OR_unadj: 1.417 [1.082 1.855] | indivs AUC:0.507 Correlated most with: Maternal Vital: Ht-postPregnancy:0.150 Newborn Diagnosis:9ccs219:Low birth wt:-0.120 Maternal Maternal Lab History: TRANSFERRIN-postPregnancy:-0.098 Maternal Diagnosis:9ccs184:Early labor:-0.094 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.091 Maternal Vital: Ht-otherPregnancy:0.091 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.089 Maternal Vital: Wt-postPregnancy:0.086 Newborn Diagnosis:9ccs5:HIV infectn:-0.085 Maternal Diagnosis:9ccs185:Long pregncy:0.085 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1057 | OR_unadj: 1.125 [0.846 1.496] | indivs AUC:0.529 Correlated most with: Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.394 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.393 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.391 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.391 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.380 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.379 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.341 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.340 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1056 | OR_unadj: 1.052 [0.778 1.422] | indivs AUC:0.441 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.999 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.930 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.928 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.769 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.767 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.706 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.704 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.664 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.663 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1059 | OR_unadj: 1.048 [0.775 1.417] | indivs AUC:0.436 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.999 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.930 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.928 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.769 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.768 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.706 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.705 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.665 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.663 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 997 | OR_unadj: 1.196 [0.884 1.617] | indivs AUC:0.502 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.999 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.459 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.457 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.450 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.449 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.403 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.402 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.342 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.339 Vital: Ht-gain0to24 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1325 | OR_unadj: 1.215 [0.931 1.585] | indivs AUC:0.551 Correlated most with: Maternal Vital: Ht-postPregnancy:0.108 Maternal Maternal Lab History: FASTING-otherPregnancy:0.104 Diagnosis:9ccs221:Resp distres:0.092 Maternal Vital: Ht-otherPregnancy:0.090 Diagnosis:9ccs200:Oth skin dx:0.088 Maternal Vital: Wt-postPregnancy:0.087 Newborn Diagnosis:9ccs219:Low birth wt:-0.087 Diagnosis:9ccs128:Asthma:0.083 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.083 Number of Visits:0.082 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1060 | OR_unadj: 0.956 [0.714 1.280] | indivs AUC:0.475 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.695 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.695 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.654 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.654 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.635 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.635 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.350 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.350 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 994 | OR_unadj: 1.205 [0.891 1.630] | indivs AUC:0.509 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.999 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.458 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.457 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.449 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.448 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.403 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.402 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.342 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.341 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1057 | OR_unadj: 0.956 [0.714 1.280] | indivs AUC:0.483 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.696 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.694 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.655 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.654 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.635 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.634 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.351 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.350 Vital: Wt for Length ZScore-gain0to3 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1309 | OR_unadj: 1.211 [0.926 1.584] | indivs AUC:0.579 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.097 Diagnosis:9ccs219:Low birth wt:-0.096 Newborn Diagnosis:9ccs219:Low birth wt:-0.095 Maternal Diagnosis:9ccs184:Early labor:-0.091 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:0.080 Diagnosis:10ccs58:Ot nutrit dx:0.069 Diagnosis:9ccs222:Perint jaund:-0.067 Newborn Diagnosis:9ccs224:Ot perint dx:0.064 Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.063 Lab:296169 RETICULOCYTE COUNT- LMC:0.062 * Vital: Wt for Len Percentile-avg5to7 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 966 | OR_unadj: 1.961 [1.497 2.571] | indivs AUC:0.562 Correlated most with: Maternal Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:0.070 Maternal Maternal Lab History: ANION GAP-otherPregnancy:-0.067 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.066 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.065 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.065 Diagnosis:9ccs222:Perint jaund:-0.059 Diagnosis:9ccs75:Hx mental dx:0.058 Maternal Diagnosis:9ccs200:Oth skin dx:0.057 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.057 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:-0.056 Vital: Wt for Length ZScore-avg0to1 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1309 | OR_unadj: 1.211 [0.926 1.584] | indivs AUC:0.579 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.097 Diagnosis:9ccs219:Low birth wt:-0.096 Newborn Diagnosis:9ccs219:Low birth wt:-0.095 Maternal Diagnosis:9ccs184:Early labor:-0.091 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:0.080 Diagnosis:10ccs58:Ot nutrit dx:0.069 Diagnosis:9ccs222:Perint jaund:-0.067 Newborn Diagnosis:9ccs224:Ot perint dx:0.064 Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.063 Lab:296169 RETICULOCYTE COUNT- LMC:0.062 * Maternal Maternal Lab History: MCH-postPregnancy | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 608 | OR_unadj: 0.593 [0.404 0.870] | indivs AUC:0.396 Correlated most with: Maternal Maternal Lab History: MCH-postPregnancy:1.000 Maternal Maternal Lab History: MCV-postPregnancy:0.760 Maternal Maternal Lab History: RDW-postPregnancy:-0.597 Maternal Maternal Lab History: RBC-postPregnancy:-0.442 Maternal Maternal Lab History: MCH-otherPregnancy:0.430 Maternal Maternal Lab History: MCV-otherPregnancy:0.403 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.380 Maternal Maternal Lab History: RDW-otherPregnancy:-0.252 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.251 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.237 Maternal Diagnosis:9ccs195:Ot compl bir | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 725 | OR_unadj: 1.290 [0.988 1.685] | indivs AUC:0.522 Correlated most with: Maternal Diagnosis:9ccs195:Ot compl bir:1.000 Newborn Diagnosis:9ccs256:Exam/eval:0.154 MatDeliveryAge:0.128 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.120 Maternal Diagnosis:9ccs191:Amnios dx:0.105 Maternal Diagnosis:9ccs190:Fetal distrs:0.102 Newborn Diagnosis:9ccs224:Ot perint dx:0.101 Maternal Diagnosis:9ccs46:Bnign ut neo:0.080 Maternal Vital: Wt-postPregnancy:0.074 Newborn Diagnosis:9ccs222:Perint jaund:0.071 * Vital: Wt Percentile-avg13to16 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 679 | OR_unadj: 1.935 [1.451 2.581] | indivs AUC:0.643 Correlated most with: Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.105 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.101 Diagnosis:9ccs230:Fx leg:-0.089 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.085 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.080 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.079 Maternal Vital: Wt-postPregnancy:0.078 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.077 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.077 Maternal Maternal Procedure History:90746-postPregnancy:-0.075 * Vital: HC-avg19to24 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 917 | OR_unadj: 1.767 [1.333 2.341] | indivs AUC:0.534 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.119 Newborn Diagnosis:9ccs5:HIV infectn:-0.105 Diagnosis:9ccs83:Epilepsy/cnv:-0.101 Maternal Diagnosis:9ccs160:Urin stone:0.085 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.078 Maternal Vital: Ht Percentile-otherPregnancy:-0.077 Maternal Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.073 Diagnosis:9ccs90:Eye infectn:0.070 Maternal Vital: HR-otherPregnancy:0.065 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.065 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1059 | OR_unadj: 1.147 [0.861 1.527] | indivs AUC:0.541 Correlated most with: Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:1.000 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.999 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.731 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.731 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.655 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.652 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.635 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.634 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.608 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.605 Vital: Ht-avg19to24 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1340 | OR_unadj: 1.266 [0.970 1.652] | indivs AUC:0.550 Correlated most with: Maternal Vital: Ht-postPregnancy:0.118 Maternal Maternal Lab History: FASTING-otherPregnancy:0.101 Maternal Vital: Ht-otherPregnancy:0.098 Diagnosis:9ccs221:Resp distres:0.091 Diagnosis:9ccs128:Asthma:0.088 Maternal Vital: Wt-postPregnancy:0.087 Number of Visits:0.085 Newborn Diagnosis:9ccs219:Low birth wt:-0.084 Diagnosis:9ccs200:Oth skin dx:0.083 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.082 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1055 | OR_unadj: 1.063 [0.788 1.433] | indivs AUC:0.501 Correlated most with: Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:1.000 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.998 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.731 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.731 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.719 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.718 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.710 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.708 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.653 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.652 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1056 | OR_unadj: 1.154 [0.867 1.537] | indivs AUC:0.546 Correlated most with: Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:1.000 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.999 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.731 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.730 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.656 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.654 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.636 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.635 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.609 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.607 Maternal Diagnosis:9ccs190:Fetal distrs | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 378 | OR_unadj: 0.848 [0.610 1.181] | indivs AUC:0.462 Correlated most with: Maternal Diagnosis:9ccs190:Fetal distrs:1.000 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.147 Maternal Diagnosis:9ccs185:Long pregncy:0.141 Maternal Diagnosis:9ccs195:Ot compl bir:0.102 Maternal Diagnosis:9ccs176:Contraceptiv:-0.085 Diagnosis:9ccs61:Sickle cell:0.078 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.075 Maternal Maternal Procedure History:36415-otherPregnancy:0.072 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.070 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.070 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1058 | OR_unadj: 1.063 [0.788 1.433] | indivs AUC:0.492 Correlated most with: Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:1.000 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.998 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.731 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.730 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.718 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.714 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.708 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.704 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.652 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.650 Maternal Vital: HR-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 587 | OR_unadj: 0.960 [0.669 1.378] | indivs AUC:0.514 Correlated most with: Maternal Vital: HR-postPregnancy:1.000 Maternal Vital: HR-otherPregnancy:0.327 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.169 Maternal Vital: PL-postPregnancy:0.159 Maternal Vital: PL-otherPregnancy:0.150 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.113 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.107 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.105 Maternal Vital: Wt Change-postPregnancy:0.104 Maternal Maternal Lab History: WBC-postPregnancy:0.104 * Vital: Ht Percentile-latest | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1043 | OR_unadj: 1.325 [1.003 1.751] | indivs AUC:0.562 Correlated most with: Maternal Vital: Ht-postPregnancy:0.144 Newborn Diagnosis:9ccs219:Low birth wt:-0.098 Maternal Vital: Ht-otherPregnancy:0.093 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.085 Diagnosis:9ccs89:Blindness:0.081 Maternal Vital: Wt-postPregnancy:0.079 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.077 Maternal Maternal Procedure History:96372-otherPregnancy:-0.074 Maternal Maternal Lab History: RBC-otherPregnancy:0.072 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.071 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 608 | OR_unadj: 1.049 [0.749 1.468] | indivs AUC:0.523 Correlated most with: Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.934 Maternal Maternal Lab History: RBC-postPregnancy:0.728 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.316 Maternal Maternal Lab History: MCV-postPregnancy:0.311 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.308 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.307 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.300 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.300 Maternal Maternal Lab History: RDW-postPregnancy:-0.287 * Vital: HC-gain0to24 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 903 | OR_unadj: 1.731 [1.303 2.298] | indivs AUC:0.539 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.120 Newborn Diagnosis:9ccs5:HIV infectn:-0.106 Diagnosis:9ccs83:Epilepsy/cnv:-0.102 Maternal Diagnosis:9ccs160:Urin stone:0.085 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.079 Maternal Vital: Ht Percentile-otherPregnancy:-0.077 Maternal Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.074 Diagnosis:9ccs90:Eye infectn:0.069 Diagnosis:9ccs94:Other ear dx:-0.066 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.065 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 608 | OR_unadj: 1.051 [0.749 1.475] | indivs AUC:0.517 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:1.000 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.934 Maternal Maternal Lab History: RBC-postPregnancy:0.623 Maternal Maternal Lab History: RDW-postPregnancy:-0.413 Maternal Maternal Lab History: MCH-postPregnancy:0.380 Maternal Maternal Lab History: MCV-postPregnancy:0.371 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.354 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.323 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.280 Maternal Maternal Lab History: MCH-otherPregnancy:0.256 Maternal Maternal Lab History: MPV-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 546 | OR_unadj: 1.135 [0.779 1.654] | indivs AUC:0.481 Correlated most with: Maternal Maternal Lab History: MPV-postPregnancy:1.000 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:-0.425 Maternal Maternal Lab History: MPV-otherPregnancy:0.421 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.282 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.133 Maternal Maternal Lab History: APTT-postPregnancy:0.125 Maternal Maternal Lab History: PATIENT-postPregnancy:0.125 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.122 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.122 Diagnosis:9ccs16:Liver/ibd ca:0.118 Maternal Maternal Lab History: ABS LYMPH-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 487 | OR_unadj: 1.043 [0.714 1.524] | indivs AUC:0.475 Correlated most with: Maternal Maternal Lab History: ABS LYMPH-postPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.588 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.526 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.364 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.247 Maternal Maternal Lab History: RBC-postPregnancy:0.214 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.213 Maternal Maternal Lab History: WBC-postPregnancy:0.197 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.186 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.181 * Vital: Wt for Len Percentile-gain3to7 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 947 | OR_unadj: 1.643 [1.240 2.177] | indivs AUC:0.541 Correlated most with: Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.123 Diagnosis:9ccs155:Other GI dx:-0.100 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:-0.091 Maternal Diagnosis:9ccs96:Hrt valve dx:-0.087 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.076 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:-0.075 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.072 Maternal Maternal Lab History: ANION GAP-otherPregnancy:-0.071 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.068 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.067 * Vital: BMI Percentile-avg19to24 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 288 | OR_unadj: 1.640 [1.099 2.447] | indivs AUC:0.528 Correlated most with: Newborn Diagnosis:9ccs59:Anemia:-0.115 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.115 Diagnosis:9ccs259:Unclassified:-0.113 Maternal Diagnosis:9ccs92:Otitis media:-0.110 Diagnosis:9ccs44:Neoplsm unsp:-0.108 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.097 Diagnosis:9ccs70:Schizo/rl dx:-0.092 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.090 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.089 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.088 Maternal Maternal Lab History: MCV-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 608 | OR_unadj: 0.791 [0.553 1.133] | indivs AUC:0.471 Correlated most with: Maternal Maternal Lab History: MCV-postPregnancy:1.000 Maternal Maternal Lab History: MCH-postPregnancy:0.760 Maternal Maternal Lab History: RDW-postPregnancy:-0.547 Maternal Maternal Lab History: MCV-otherPregnancy:0.503 Maternal Maternal Lab History: RBC-postPregnancy:-0.421 Maternal Maternal Lab History: MCH-otherPregnancy:0.397 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.371 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.311 Maternal Maternal Lab History: RDW-otherPregnancy:-0.243 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.227 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1059 | OR_unadj: 1.001 [0.752 1.332] | indivs AUC:0.494 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.999 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.933 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.931 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.722 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.720 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.710 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.708 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.689 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.687 Maternal Diagnosis:9ccs84:Headache/mig | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 9 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.496 Correlated most with: Maternal Diagnosis:9ccs84:Headache/mig:1.000 Maternal Diagnosis:9ccs89:Blindness:0.383 Lab:294495 LEAD, BLOOD - LMC:0.289 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:0.236 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.190 Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:0.164 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.137 Maternal Diagnosis:9ccs238:Complic proc:0.132 Maternal Vital: BMI Percentile-postPregnancy:-0.097 Maternal Diagnosis:9ccs196:Nml preg/del:-0.087 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 608 | OR_unadj: 1.280 [0.909 1.803] | indivs AUC:0.518 Correlated most with: Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:1.000 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.488 Maternal Maternal Lab History: MPV-postPregnancy:-0.425 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.247 Maternal Maternal Lab History: MPV-otherPregnancy:-0.225 Maternal Maternal Lab History: WBC-otherPregnancy:0.194 Maternal Maternal Lab History: MCH-postPregnancy:-0.180 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.166 Maternal Maternal Lab History: WBC-postPregnancy:0.161 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.158 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1056 | OR_unadj: 0.986 [0.740 1.313] | indivs AUC:0.488 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.933 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.931 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.721 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.720 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.709 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.708 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.688 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.686 Vital: Ht Percentile-avg10to13 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 671 | OR_unadj: 1.232 [0.896 1.694] | indivs AUC:0.559 Correlated most with: Maternal Vital: Ht-postPregnancy:0.125 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.111 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.110 Newborn Diagnosis:9ccs219:Low birth wt:-0.102 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.098 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.087 Maternal Diagnosis:9ccs184:Early labor:-0.087 Maternal Diagnosis:9ccs185:Long pregncy:0.079 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:-0.077 Maternal Maternal Lab History: LH-postPregnancy:-0.076 * Maternal Vital: BMI-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 538 | OR_unadj: 2.540 [1.496 4.314] | indivs AUC:0.513 Correlated most with: Maternal Vital: BMI-postPregnancy:1.000 Maternal Vital: BMI-otherPregnancy:0.256 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.208 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.208 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.195 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:-0.194 Maternal Vital: Wt-postPregnancy:0.176 Maternal Maternal Procedure History:S9470-postPregnancy:0.171 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:0.169 Maternal Maternal Lab History: RDW-otherPregnancy:0.162 Vital: Wt Change-avg13to16 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 654 | OR_unadj: 1.355 [0.943 1.946] | indivs AUC:0.524 Correlated most with: Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.157 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.135 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.129 Number of Visits:-0.118 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.115 Newborn Diagnosis:9ccs143:Abdom hernia:0.110 Maternal Diagnosis:9ccs122:Pneumonia:0.107 Maternal Maternal Procedure History:87880-postPregnancy:0.102 Maternal Maternal Lab History: POLYS-postPregnancy:0.093 Maternal Diagnosis:9ccs10:Immuniz/scrn:-0.093 Vital: Ht Percentile-gain7to13 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 713 | OR_unadj: 1.104 [0.782 1.559] | indivs AUC:0.479 Correlated most with: Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.098 Maternal Maternal Procedure History:93005-postPregnancy:-0.093 Maternal Vital: Wt Change-otherPregnancy:-0.089 Maternal Vital: Wt Change-postPregnancy:0.087 Maternal Diagnosis:9ccs7:Viral infect:-0.085 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.081 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.081 Diagnosis:9ccs120:Hemmorhoids:0.080 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.080 Maternal Diagnosis:9ccs89:Blindness:-0.076 Maternal Diagnosis:9ccs193:OB-related perin trauma | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 695 | OR_unadj: 0.781 [0.592 1.029] | indivs AUC:0.462 Correlated most with: Maternal Diagnosis:9ccs193:OB-related perin trauma:1.000 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.327 Maternal Diagnosis:9ccs187:Malposition:-0.183 Maternal Diagnosis:9ccs176:Contraceptiv:-0.123 Maternal Diagnosis:9ccs195:Ot compl bir:-0.120 MatDeliveryAge:-0.114 Maternal Diagnosis:9ccs184:Early labor:-0.108 Newborn Diagnosis:9ccs219:Low birth wt:-0.095 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:-0.088 Newborn Diagnosis:9ccs222:Perint jaund:-0.081 Maternal Maternal Lab History: RBC-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 608 | OR_unadj: 1.228 [0.875 1.723] | indivs AUC:0.585 Correlated most with: Maternal Maternal Lab History: RBC-postPregnancy:1.000 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.728 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.623 Maternal Maternal Lab History: MCH-postPregnancy:-0.442 Maternal Maternal Lab History: MCV-postPregnancy:-0.421 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.316 Maternal Maternal Lab History: RBC-otherPregnancy:0.292 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.290 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.278 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.268 Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 491 | OR_unadj: 0.892 [0.662 1.202] | indivs AUC:0.481 Correlated most with: Newborn Diagnosis:9ccs224:Ot perint dx:1.000 Maternal Diagnosis:9ccs185:Long pregncy:0.438 Newborn Diagnosis:9ccs96:Hrt valve dx:0.129 Newborn Diagnosis:9ccs256:Exam/eval:0.127 Newborn Diagnosis:9ccs222:Perint jaund:0.105 Maternal Diagnosis:9ccs195:Ot compl bir:0.101 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.101 Newborn Diagnosis:9ccs95:Oth nerv dx:0.085 Diagnosis:9ccs253:Allergy:-0.080 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.070 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 552 | OR_unadj: 1.365 [0.962 1.935] | indivs AUC:0.520 Correlated most with: Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.853 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.667 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.526 Maternal Maternal Lab History: WBC-postPregnancy:-0.525 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.427 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.360 Maternal Maternal Lab History: POLYS-postPregnancy:-0.348 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.327 Maternal Maternal Lab History: RBC-postPregnancy:0.316 * Maternal Maternal Lab History: WEIGHT-postPregnancy | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 122 | OR_unadj: 2.031 [1.064 3.878] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: WEIGHT-postPregnancy:1.000 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.335 Maternal Vital: Wt-postPregnancy:0.281 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.280 Maternal Diagnosis:9ccs250:Nausea/vomit:-0.210 Maternal Vital: Wt-otherPregnancy:0.201 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.190 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.171 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.169 Maternal Vital: Ht-postPregnancy:0.158 Maternal Maternal Lab History: RDW-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 606 | OR_unadj: 1.257 [0.870 1.814] | indivs AUC:0.581 Correlated most with: Maternal Maternal Lab History: RDW-postPregnancy:1.000 Maternal Maternal Lab History: MCH-postPregnancy:-0.597 Maternal Maternal Lab History: MCV-postPregnancy:-0.547 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.413 Maternal Maternal Lab History: MCH-otherPregnancy:-0.296 Maternal Maternal Lab History: MCV-otherPregnancy:-0.293 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:-0.287 Maternal Maternal Lab History: RDW-otherPregnancy:0.262 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.196 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.151 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 548 | OR_unadj: 1.317 [0.896 1.934] | indivs AUC:0.558 Correlated most with: Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.419 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.360 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.325 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.290 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.272 Maternal Maternal Lab History: RBC-postPregnancy:0.253 Maternal Maternal Lab History: MCH-postPregnancy:-0.237 Maternal Maternal Lab History: POLYS-postPregnancy:-0.215 Maternal Maternal Lab History: WBC-postPregnancy:-0.201 Vital: Ht Percentile-gain13to19 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 832 | OR_unadj: 0.955 [0.693 1.316] | indivs AUC:0.478 Correlated most with: Maternal Vital: Wt Change-postPregnancy:0.089 Newborn Diagnosis:9ccs143:Abdom hernia:-0.085 Diagnosis:9ccs171:Menstrual dx:-0.082 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.082 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.078 Maternal Vital: BMI-postPregnancy:-0.076 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.075 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.071 Diagnosis:9ccs49:DiabMel no c:0.071 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.070 Vital: Ht Percentile-avg3to5 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 415 | OR_unadj: 0.745 [0.479 1.157] | indivs AUC:0.498 Correlated most with: Maternal Maternal Procedure History:96372-otherPregnancy:-0.100 Newborn Diagnosis:9ccs219:Low birth wt:-0.097 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.096 Maternal Diagnosis:9ccs184:Early labor:-0.095 Maternal Vital: Ht-postPregnancy:0.090 Maternal Diagnosis:9ccs185:Long pregncy:0.090 Maternal Diagnosis:9ccs255:Social admin:-0.089 Maternal Maternal Procedure History:97803-otherPregnancy:0.078 Maternal Diagnosis:9ccs3:Oth bact inf:-0.077 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.076 * Vital: Wt Percentile-gain13to19 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 826 | OR_unadj: 0.644 [0.432 0.961] | indivs AUC:0.495 Correlated most with: Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:-0.108 Maternal Diagnosis:9ccs250:Nausea/vomit:-0.093 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:-0.087 Newborn Diagnosis:9ccs143:Abdom hernia:-0.086 Diagnosis:9ccs0:No DX:0.079 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.078 Diagnosis:9ccs257:Ot aftercare:0.076 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:-0.075 Maternal Maternal Lab History: RET %-postPregnancy:0.072 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.070 Vital: Ht Percentile-gain1to5 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 465 | OR_unadj: 0.736 [0.477 1.135] | indivs AUC:0.478 Correlated most with: Maternal Maternal Procedure History:90472-postPregnancy:0.101 Maternal Maternal Lab History: MPV-otherPregnancy:0.096 Maternal Diagnosis:9ccs210:SLE:0.095 Maternal Maternal Procedure History:99211-otherPregnancy:0.092 Maternal Maternal Procedure History:96372-otherPregnancy:-0.088 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.087 Diagnosis:9ccs195:Ot compl bir:-0.087 Maternal Diagnosis:9ccs160:Urin stone:0.081 Maternal Diagnosis:9ccs121:Oth vein dx:0.076 Maternal Maternal Lab History: FASTING-postPregnancy:-0.076 Vital: Ht Percentile-gain10to16 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 768 | OR_unadj: 0.941 [0.680 1.302] | indivs AUC:0.513 Correlated most with: Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.099 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.094 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.091 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.086 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.086 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.085 Newborn Diagnosis:9ccs214:GI cong anom:0.084 Lab:294495 LEAD, BLOOD - LMC:0.084 Maternal Maternal Procedure History:97014-postPregnancy:-0.083 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.081 * Vital: RR-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 725 | OR_unadj: 0.663 [0.457 0.960] | indivs AUC:0.444 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN S-otherPregnancy:-0.130 Diagnosis:9ccs151:Oth liver dx:0.128 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.105 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.090 Maternal Maternal Lab History: RUBELLA-otherPregnancy:0.081 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.081 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.080 Diagnosis:9ccs10:Immuniz/scrn:0.079 Maternal Diagnosis:9ccs55:Fluid/elc dx:-0.079 Diagnosis:9ccs73:Preadult dx:-0.079 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1060 | OR_unadj: 1.111 [0.830 1.488] | indivs AUC:0.504 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.997 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.947 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.944 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.769 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.767 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.760 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.757 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.714 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.711 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1060 | OR_unadj: 0.950 [0.691 1.307] | indivs AUC:0.516 Correlated most with: Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:1.000 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.997 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.915 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.912 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.722 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.719 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.714 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.711 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.710 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.708 Vital: Wt Change-avg10to13 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 631 | OR_unadj: 1.185 [0.802 1.752] | indivs AUC:0.443 Correlated most with: Maternal Maternal Procedure History:J7300-postPregnancy:0.114 Maternal Diagnosis:9ccs133:Oth low resp:0.107 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.102 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.096 Diagnosis:9ccs256:Exam/eval:0.095 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.093 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.091 Maternal Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:-0.091 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.089 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.086 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1057 | OR_unadj: 1.115 [0.833 1.493] | indivs AUC:0.511 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.997 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.947 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.945 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.769 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.768 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.759 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.757 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.713 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.711 * Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1406 | OR_unadj: 0.719 [0.517 0.999] | indivs AUC:0.515 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:1.000 Diagnosis:9ccs255:Social admin:0.458 Diagnosis:9ccs126:Ot up rsp in:0.312 Number of Visits:0.277 Diagnosis:9ccs7:Viral infect:0.207 Diagnosis:9ccs257:Ot aftercare:0.194 Diagnosis:9ccs92:Otitis media:0.191 Diagnosis:9ccs253:Allergy:0.179 Diagnosis:9ccs135:Intest infct:0.147 Diagnosis:9ccs90:Eye infectn:0.143 Census:Percent; Estimate; Percent bachelor's degree or higher-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1059 | OR_unadj: 1.050 [0.773 1.426] | indivs AUC:0.466 Correlated most with: Census:Percent; Estimate; Percent bachelor's degree or higher-latest:1.000 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.998 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.947 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.945 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.930 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.928 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.779 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.776 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.722 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.722 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1057 | OR_unadj: 0.957 [0.702 1.304] | indivs AUC:0.506 Correlated most with: Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:1.000 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.997 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.914 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.912 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.721 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.719 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.713 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.711 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.709 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.708 Census:Percent; Estimate; Percent bachelor's degree or higher-birth | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1056 | OR_unadj: 1.054 [0.776 1.431] | indivs AUC:0.473 Correlated most with: Census:Percent; Estimate; Percent bachelor's degree or higher-birth:1.000 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.998 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.947 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.944 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.930 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.928 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.778 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.776 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.721 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.721 Census:Percent; Estimate; Percent high school graduate or higher-birth | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1057 | OR_unadj: 1.134 [0.857 1.501] | indivs AUC:0.502 Correlated most with: Census:Percent; Estimate; Percent high school graduate or higher-birth:1.000 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.933 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.931 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.914 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.912 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.778 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.776 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.759 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.757 Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1611 | OR_unadj: 1.569 [0.777 3.170] | indivs AUC:0.512 Correlated most with: Newborn Diagnosis:9ccs10:Immuniz/scrn:1.000 Newborn Diagnosis:9ccs94:Other ear dx:0.316 Newborn Diagnosis:9ccs219:Low birth wt:-0.312 Newborn Diagnosis:9ccs259:Unclassified:-0.304 Newborn Diagnosis:9ccs0:No DX:-0.234 Newborn Diagnosis:9ccs256:Exam/eval:-0.206 Maternal Diagnosis:9ccs184:Early labor:-0.201 Newborn Diagnosis:9ccs222:Perint jaund:-0.181 Newborn Diagnosis:9ccs221:Resp distres:-0.140 Diagnosis:9ccs219:Low birth wt:-0.123 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 490 | OR_unadj: 0.715 [0.479 1.067] | indivs AUC:0.503 Correlated most with: Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:1.000 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.853 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.766 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:-0.588 Maternal Maternal Lab History: WBC-postPregnancy:0.474 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.419 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.344 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.297 Maternal Maternal Lab History: RBC-postPregnancy:-0.290 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:-0.248 Census:Percent; Estimate; Percent high school graduate or higher-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1060 | OR_unadj: 1.130 [0.854 1.496] | indivs AUC:0.496 Correlated most with: Census:Percent; Estimate; Percent high school graduate or higher-latest:1.000 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.933 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.931 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.915 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.912 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.779 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.776 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.760 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.757 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 490 | OR_unadj: 0.750 [0.489 1.148] | indivs AUC:0.470 Correlated most with: Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:1.000 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.521 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.258 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.239 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.193 Maternal Maternal Lab History: MONOS-postPregnancy:0.186 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.157 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.136 Maternal Maternal Lab History: BUN-postPregnancy:0.128 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.126 * Maternal Diagnosis:9ccs186:DM in preg | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 164 | OR_unadj: 2.045 [1.396 2.995] | indivs AUC:0.503 Correlated most with: Maternal Diagnosis:9ccs186:DM in preg:1.000 Maternal Diagnosis:9ccs49:DiabMel no c:0.409 Newborn Diagnosis:9ccs259:Unclassified:0.292 MatDeliveryAge:0.211 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.169 Maternal Diagnosis:9ccs176:Contraceptiv:0.135 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.123 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.106 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.105 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.104 Maternal Diagnosis:9ccs187:Malposition | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 104 | OR_unadj: 1.463 [0.889 2.408] | indivs AUC:0.510 Correlated most with: Maternal Diagnosis:9ccs187:Malposition:1.000 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.183 Maternal Diagnosis:9ccs184:Early labor:0.112 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.106 Maternal Diagnosis:9ccs3:Oth bact inf:0.095 Maternal Diagnosis:9ccs105:Conduction:0.095 Diagnosis:9ccs199:Ulcer skin:0.095 Maternal Diagnosis:9ccs73:Preadult dx:0.095 Diagnosis:9ccs120:Hemmorhoids:0.095 Diagnosis:9ccs49:DiabMel no c:0.095 Maternal Vital: Ht-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 544 | OR_unadj: 0.933 [0.645 1.348] | indivs AUC:0.499 Correlated most with: Maternal Vital: Ht-postPregnancy:1.000 Maternal Vital: Ht-otherPregnancy:0.610 Maternal Vital: Wt-postPregnancy:0.298 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:-0.173 Maternal Vital: Wt-otherPregnancy:0.166 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.158 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.158 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.147 Maternal Vital: Ht Percentile-postPregnancy:0.142 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.142 Vital: HR-avg7to10 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 420 | OR_unadj: 0.906 [0.585 1.403] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs106:Dysrhythmia:0.125 Maternal Diagnosis:9ccs187:Malposition:0.100 Maternal Diagnosis:9ccs1:Tuberculosis:-0.092 Lab:292208 CBC/DIFF/PLT - Sunrise:-0.089 Diagnosis:9ccs10:Immuniz/scrn:0.089 Maternal Maternal Lab History: LH-postPregnancy:-0.087 Diagnosis:9ccs217:Ot cong anom:0.086 Diagnosis:9ccs231:Oth fracture:0.083 Maternal Diagnosis:9ccs217:Ot cong anom:-0.083 Maternal Maternal Lab History: RETICULOCYTES-postPregnancy:-0.082 * Maternal Diagnosis:9ccs189:Prev c-sectn | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 275 | OR_unadj: 1.564 [1.125 2.174] | indivs AUC:0.540 Correlated most with: Maternal Diagnosis:9ccs189:Prev c-sectn:1.000 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.327 Maternal Diagnosis:9ccs176:Contraceptiv:0.239 MatDeliveryAge:0.175 Maternal Diagnosis:9ccs168:PID:0.156 Maternal Diagnosis:9ccs190:Fetal distrs:-0.147 Maternal Diagnosis:9ccs185:Long pregncy:-0.140 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.103 Newborn Diagnosis:9ccs224:Ot perint dx:-0.101 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.096 Vital: HR-avg16to19 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 364 | OR_unadj: 0.933 [0.582 1.496] | indivs AUC:0.523 Correlated most with: Maternal Diagnosis:9ccs102:Chest pain:0.188 Diagnosis:9ccs106:Dysrhythmia:0.124 Maternal Diagnosis:9ccs24:Breast cancr:0.119 Maternal Diagnosis:9ccs1:Tuberculosis:-0.108 Maternal Diagnosis:9ccs121:Oth vein dx:0.108 Maternal Maternal Lab History: LDH-otherPregnancy:-0.088 Maternal Diagnosis:9ccs239:Superfic inj:-0.087 Maternal Maternal Lab History: HCG-postPregnancy:-0.087 Diagnosis:9ccs240:Burns:0.086 Maternal Diagnosis:9ccs184:Early labor:0.085 Maternal Diagnosis:9ccs191:Amnios dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 172 | OR_unadj: 1.271 [0.841 1.923] | indivs AUC:0.490 Correlated most with: Maternal Diagnosis:9ccs191:Amnios dx:1.000 Newborn Diagnosis:9ccs256:Exam/eval:0.181 Maternal Diagnosis:9ccs184:Early labor:0.130 Maternal Diagnosis:9ccs195:Ot compl bir:0.105 Newborn Diagnosis:9ccs219:Low birth wt:0.104 Maternal Diagnosis:9ccs244:Other injury:0.102 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.091 Diagnosis:9ccs63:Wht blood dx:0.091 Maternal Diagnosis:9ccs182:Hemorr preg:0.086 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.086 Maternal Maternal Lab History: WBC-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 605 | OR_unadj: 0.803 [0.545 1.183] | indivs AUC:0.486 Correlated most with: Maternal Maternal Lab History: WBC-postPregnancy:1.000 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.757 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.564 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.525 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.474 Maternal Maternal Lab History: WBC-otherPregnancy:0.291 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.252 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.236 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.201 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.197 Maternal Maternal Lab History: BASOPHIL-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 519 | OR_unadj: 1.081 [0.729 1.602] | indivs AUC:0.574 Correlated most with: Maternal Maternal Lab History: BASOPHIL-postPregnancy:1.000 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.427 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.344 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.308 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.290 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.283 Maternal Maternal Lab History: RBC-postPregnancy:0.278 Maternal Maternal Lab History: WBC-postPregnancy:-0.252 Maternal Maternal Lab History: POLYS-postPregnancy:-0.244 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.203 * Vital: Wt Percentile-avg7to10 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 548 | OR_unadj: 1.684 [1.224 2.316] | indivs AUC:0.570 Correlated most with: Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.109 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.103 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.099 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.099 Diagnosis:9ccs230:Fx leg:-0.098 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.095 Maternal Vital: BMI Percentile-postPregnancy:0.095 Maternal Maternal Lab History: IRON-postPregnancy:-0.090 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:-0.087 Maternal Maternal Lab History: INHMOM-postPregnancy:0.084 Newborn Diagnosis:9ccs223:Birth trauma | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 19 | OR_unadj: 1.510 [0.497 4.587] | indivs AUC:0.504 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:1.000 Maternal Maternal Procedure History:36416-postPregnancy:0.211 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.206 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.198 Diagnosis:9ccs223:Birth trauma:0.196 Maternal Maternal Lab History: THYROGLOBULIN AB-postPregnancy:0.163 Maternal Diagnosis:9ccs120:Hemmorhoids:0.160 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.160 Maternal Diagnosis:9ccs188:Pelvic obstr:0.153 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.150 Vital: Ht Percentile-avg16to19 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 749 | OR_unadj: 1.248 [0.920 1.693] | indivs AUC:0.505 Correlated most with: Maternal Vital: Ht-postPregnancy:0.139 Lab:323825 STREP SCREEN THROAT - Sunrise:0.081 Maternal Maternal Lab History: PH-postPregnancy:-0.080 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.079 Newborn Diagnosis:9ccs219:Low birth wt:-0.078 Maternal Vital: Wt-postPregnancy:0.077 Maternal Diagnosis:9ccs184:Early labor:-0.077 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.074 Diagnosis:9ccs128:Asthma:0.071 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.069 Vital: Wt Percentile-gain10to16 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 753 | OR_unadj: 0.793 [0.556 1.132] | indivs AUC:0.490 Correlated most with: Diagnosis:9ccs5:HIV infectn:0.094 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.090 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.089 Maternal Diagnosis:9ccs102:Chest pain:-0.087 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.087 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.085 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.080 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.080 Maternal Maternal Lab History: RETIC HGB-postPregnancy:0.076 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.075 Maternal Diagnosis:9ccs50:DiabMel w/cm | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs50:DiabMel w/cm:1.000 Maternal Diagnosis:9ccs138:Esophgeal dx:0.315 Newborn Diagnosis:9ccs221:Resp distres:0.248 Maternal Diagnosis:9ccs196:Nml preg/del:-0.194 Diagnosis:9ccs147:Anal/rectal:0.174 Newborn Diagnosis:9ccs223:Birth trauma:0.160 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.158 Maternal Maternal Lab History: WEIGHT-postPregnancy:-0.156 Maternal Diagnosis:9ccs106:Dysrhythmia:0.145 Maternal Maternal Lab History: TP VOLUME-postPregnancy:-0.144 Maternal Diagnosis:9ccs185:Long pregncy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 410 | OR_unadj: 1.005 [0.737 1.370] | indivs AUC:0.501 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:1.000 Newborn Diagnosis:9ccs224:Ot perint dx:0.438 Maternal Diagnosis:9ccs184:Early labor:-0.142 Maternal Diagnosis:9ccs190:Fetal distrs:0.141 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.140 Newborn Diagnosis:9ccs219:Low birth wt:-0.131 Diagnosis:9ccs253:Allergy:-0.074 Maternal Diagnosis:9ccs183:HTN in preg:-0.074 Diagnosis:9ccs219:Low birth wt:-0.070 Maternal Diagnosis:9ccs195:Ot compl bir:0.069 Vital: HR-avg0to1 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 209 | OR_unadj: 0.618 [0.317 1.205] | indivs AUC:0.448 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:-0.137 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.134 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.126 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.126 Maternal Maternal Lab History: HERPES I IgG-otherPregnancy:-0.125 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.121 Maternal Vital: PL-otherPregnancy:-0.121 Maternal Maternal Lab History: PT-postPregnancy:-0.112 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.111 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.105 Vital: Ht Percentile-gain5to10 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 606 | OR_unadj: 0.842 [0.579 1.225] | indivs AUC:0.463 Correlated most with: Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.103 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.101 Newborn Diagnosis:9ccs143:Abdom hernia:-0.089 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.086 Maternal Diagnosis:9ccs102:Chest pain:0.085 Maternal Diagnosis:9ccs24:Breast cancr:0.078 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:-0.077 Maternal Diagnosis:9ccs143:Abdom hernia:0.076 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.075 Diagnosis:9ccs145:Int obstruct:0.070 Maternal Diagnosis:9ccs59:Anemia | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 98 | OR_unadj: 0.854 [0.469 1.555] | indivs AUC:0.470 Correlated most with: Maternal Diagnosis:9ccs59:Anemia:1.000 Maternal Diagnosis:9ccs181:Ot preg comp:0.379 Maternal Diagnosis:9ccs96:Hrt valve dx:0.139 Maternal Diagnosis:9ccs5:HIV infectn:0.113 Maternal Diagnosis:9ccs126:Ot up rsp in:0.110 Newborn Diagnosis:9ccs5:HIV infectn:0.098 Maternal Diagnosis:9ccs73:Preadult dx:0.098 Maternal Diagnosis:9ccs122:Pneumonia:0.098 Maternal Maternal Lab History: MCH-postPregnancy:-0.095 Maternal Diagnosis:9ccs194:Forceps del:0.092 Vital: HR-avg13to16 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 363 | OR_unadj: 1.048 [0.669 1.642] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs2620:E Codes: Unspecified:0.129 Diagnosis:9ccs140:Gastritis:0.111 Diagnosis:9ccs105:Conduction:-0.106 Maternal Diagnosis:9ccs121:Oth vein dx:0.102 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.096 Maternal Diagnosis:9ccs50:DiabMel w/cm:-0.096 Maternal Diagnosis:9ccs204:Ot joint dx:-0.089 Maternal Diagnosis:9ccs24:Breast cancr:0.086 Maternal Diagnosis:9ccs255:Social admin:0.079 Diagnosis:9ccs240:Burns:0.076 Vital: Wt Percentile-gain1to5 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 439 | OR_unadj: 1.179 [0.767 1.814] | indivs AUC:0.482 Correlated most with: Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.115 Maternal Diagnosis:9ccs210:SLE:0.105 Maternal Maternal Lab History: AMP/SULBACTAM-postPregnancy:0.098 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.096 Maternal Maternal Lab History: PATIENT-postPregnancy:-0.094 Maternal Maternal Lab History: APTT-postPregnancy:-0.094 Diagnosis:9ccs129:Asp pneumon:0.087 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.086 Maternal Diagnosis:9ccs160:Urin stone:0.081 Maternal Maternal Lab History: MPV-otherPregnancy:0.080 Vital: Ht Percentile-avg5to7 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 465 | OR_unadj: 1.007 [0.684 1.483] | indivs AUC:0.524 Correlated most with: Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.110 Newborn Diagnosis:9ccs219:Low birth wt:-0.108 Maternal Diagnosis:9ccs259:Unclassified:-0.099 Maternal Diagnosis:9ccs184:Early labor:-0.094 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.091 Maternal Maternal Procedure History:86580-postPregnancy:-0.089 Maternal Vital: Ht-postPregnancy:0.082 Newborn Diagnosis:9ccs200:Oth skin dx:-0.081 Maternal Diagnosis:9ccs3:Oth bact inf:-0.080 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.080 * Vital: Ht Percentile-avg19to24 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 916 | OR_unadj: 1.365 [1.025 1.817] | indivs AUC:0.591 Correlated most with: Maternal Vital: Ht-postPregnancy:0.132 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.093 Newborn Diagnosis:9ccs219:Low birth wt:-0.091 Maternal Vital: Ht-otherPregnancy:0.091 Maternal Maternal Lab History: RBC-otherPregnancy:0.088 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.086 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.084 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.079 Maternal Maternal Procedure History:96372-otherPregnancy:-0.079 Diagnosis:9ccs128:Asthma:0.079 Vital: Ht Percentile-avg13to16 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 688 | OR_unadj: 1.313 [0.962 1.791] | indivs AUC:0.508 Correlated most with: Maternal Vital: Ht-postPregnancy:0.131 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.099 Maternal Vital: Wt-postPregnancy:0.093 Diagnosis:10ccs58:Ot nutrit dx:0.089 Lab:323825 STREP SCREEN THROAT - Sunrise:0.084 Newborn Diagnosis:9ccs219:Low birth wt:-0.082 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.081 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.080 Maternal Maternal Lab History: LH-postPregnancy:-0.079 Maternal Diagnosis:9ccs185:Long pregncy:0.072 Vital: Ht Percentile-avg7to10 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 564 | OR_unadj: 1.079 [0.760 1.532] | indivs AUC:0.530 Correlated most with: Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.117 Maternal Vital: Ht-postPregnancy:0.107 Newborn Diagnosis:9ccs219:Low birth wt:-0.104 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.099 Maternal Diagnosis:9ccs5:HIV infectn:-0.096 Maternal Diagnosis:9ccs184:Early labor:-0.091 Maternal Diagnosis:9ccs185:Long pregncy:0.090 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.086 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.085 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.079 Diagnosis:9ccs253:Allergy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 840 | OR_unadj: 0.970 [0.744 1.266] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs253:Allergy:1.000 Number of Visits:0.271 Diagnosis:9ccs255:Social admin:0.212 Diagnosis:9ccs200:Oth skin dx:0.201 Diagnosis:9ccs10:Immuniz/scrn:0.179 Diagnosis:9ccs4:Mycoses:0.177 Diagnosis:9ccs126:Ot up rsp in:0.157 Diagnosis:9ccs257:Ot aftercare:0.157 Diagnosis:9ccs7:Viral infect:0.155 Diagnosis:9ccs239:Superfic inj:0.139 Vital: HR-avg10to13 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 403 | OR_unadj: 1.043 [0.671 1.621] | indivs AUC:0.460 Correlated most with: Diagnosis:9ccs221:Resp distres:0.123 Maternal Maternal Lab History: TSH-otherPregnancy:0.121 Maternal Diagnosis:9ccs67:Subst-r mntl:0.103 Diagnosis:9ccs252:Fatigue:0.091 Diagnosis:9ccs10:Immuniz/scrn:0.088 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.085 Maternal Maternal Lab History: PAPP-A-postPregnancy:0.078 Maternal Diagnosis:9ccs217:Ot cong anom:-0.077 Maternal Diagnosis:9ccs204:Ot joint dx:-0.075 Maternal Diagnosis:9ccs133:Oth low resp:0.074 * Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 638 | OR_unadj: 0.506 [0.287 0.890] | indivs AUC:0.477 Correlated most with: Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:1.000 Maternal Maternal Procedure History:81000-postPregnancy:0.684 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.279 Maternal Maternal Lab History: CREATININE-otherPregnancy:-0.251 Maternal Maternal Procedure History:99000-postPregnancy:0.239 Maternal Maternal Lab History: CREATININE-postPregnancy:-0.220 Maternal Maternal Lab History: POLYS-postPregnancy:0.210 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.208 Maternal Maternal Procedure History:99000-otherPregnancy:-0.192 Maternal Vital: BP-postPregnancy:-0.184 Vital: Wt Percentile-gain5to10 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 582 | OR_unadj: 1.002 [0.659 1.525] | indivs AUC:0.473 Correlated most with: Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.106 Newborn Diagnosis:9ccs143:Abdom hernia:-0.093 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.093 Diagnosis:9ccs5:HIV infectn:0.091 Maternal Diagnosis:9ccs24:Breast cancr:0.091 Diagnosis:9ccs254:Rehab:0.090 Maternal Vital: Wt-otherPregnancy:0.085 Maternal Vital: Wt-postPregnancy:0.085 Maternal Diagnosis:9ccs244:Other injury:0.084 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.083 Vital: HR-avg19to24 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 442 | OR_unadj: 0.945 [0.614 1.454] | indivs AUC:0.567 Correlated most with: Diagnosis:9ccs70:Schizo/rl dx:0.140 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.124 Maternal Diagnosis:9ccs2617:E Codes: Adverse effects of medical drugs:0.102 Maternal Diagnosis:9ccs1:Tuberculosis:-0.094 Maternal Diagnosis:9ccs160:Urin stone:0.093 Maternal Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:-0.091 Diagnosis:9ccs132:Lung externl:-0.090 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.080 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.080 Maternal Maternal Procedure History:93005-postPregnancy:0.079 Vital: Ht Percentile-gain3to7 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 513 | OR_unadj: 0.862 [0.579 1.284] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs121:Oth vein dx:-0.112 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.107 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.104 Diagnosis:9ccs70:Schizo/rl dx:0.099 Maternal Maternal Procedure History:90472-postPregnancy:-0.099 Diagnosis:9ccs145:Int obstruct:-0.089 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.087 Diagnosis:9ccs92:Otitis media:0.085 Maternal Diagnosis:9ccs96:Hrt valve dx:-0.082 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:-0.082 * Vital: Ht Percentile-gain0to24 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 899 | OR_unadj: 1.356 [1.016 1.808] | indivs AUC:0.595 Correlated most with: Maternal Vital: Ht-postPregnancy:0.127 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.094 Maternal Vital: Ht-otherPregnancy:0.087 Maternal Maternal Lab History: RBC-otherPregnancy:0.086 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.086 Newborn Diagnosis:9ccs219:Low birth wt:-0.083 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.083 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080 Maternal Maternal Procedure History:96372-otherPregnancy:-0.080 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.080 Maternal Maternal Lab History: BASOPHIL-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 251 | OR_unadj: 0.750 [0.414 1.360] | indivs AUC:0.501 Correlated most with: Maternal Maternal Lab History: BASOPHIL-otherPregnancy:1.000 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.201 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.160 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:-0.158 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.151 Maternal Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.148 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.145 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.139 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.136 Maternal Maternal Lab History: THYROGLOBULIN AB-postPregnancy:-0.124 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 486 | OR_unadj: 0.778 [0.504 1.201] | indivs AUC:0.497 Correlated most with: Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.766 Maternal Maternal Lab History: WBC-postPregnancy:0.757 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.667 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.611 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.325 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.283 Maternal Maternal Lab History: WBC-otherPregnancy:0.257 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.241 Maternal Maternal Lab History: RBC-postPregnancy:-0.223 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 281 | OR_unadj: 1.130 [0.720 1.775] | indivs AUC:0.521 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:1.000 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.928 Maternal Maternal Lab History: MCH-otherPregnancy:0.550 Maternal Maternal Lab History: RBC-otherPregnancy:0.530 Maternal Maternal Lab History: RDW-otherPregnancy:-0.458 Maternal Maternal Lab History: MCV-otherPregnancy:0.425 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.354 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.322 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.300 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.267 Diagnosis:9ccs126:Ot up rsp in | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1234 | OR_unadj: 1.180 [0.868 1.604] | indivs AUC:0.541 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:1.000 Number of Visits:0.430 Diagnosis:9ccs255:Social admin:0.355 Diagnosis:9ccs92:Otitis media:0.337 Diagnosis:9ccs10:Immuniz/scrn:0.312 Diagnosis:9ccs7:Viral infect:0.236 Diagnosis:9ccs257:Ot aftercare:0.228 Diagnosis:9ccs90:Eye infectn:0.191 Diagnosis:9ccs135:Intest infct:0.190 Diagnosis:9ccs133:Oth low resp:0.167 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 391 | OR_unadj: 1.173 [0.726 1.895] | indivs AUC:0.540 Correlated most with: Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:1.000 Maternal Maternal Procedure History:81025-postPregnancy:0.273 Maternal Maternal Procedure History:96372-postPregnancy:0.192 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.163 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.159 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:-0.159 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.148 Maternal Maternal Lab History: LACTIC ACID-postPregnancy:0.139 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.133 Maternal Maternal Procedure History:90663-postPregnancy:0.131 Maternal Vital: Temp-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 268 | OR_unadj: 1.249 [0.793 1.967] | indivs AUC:0.532 Correlated most with: Maternal Vital: Temp-postPregnancy:1.000 Maternal Vital: Temp-otherPregnancy:0.219 Maternal Maternal Lab History: A/G-postPregnancy:-0.170 Maternal Maternal Procedure History:36415-otherPregnancy:-0.153 Maternal Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:-0.149 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.148 Maternal Maternal Lab History: GLOBULIN-postPregnancy:0.145 Maternal Vital: Wt-postPregnancy:0.145 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.140 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.130 Maternal Vital: HR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 291 | OR_unadj: 1.311 [0.844 2.037] | indivs AUC:0.514 Correlated most with: Maternal Vital: HR-otherPregnancy:1.000 Maternal Vital: HR-postPregnancy:0.327 Maternal Vital: PL-otherPregnancy:0.246 Maternal Maternal Lab History: AFP-otherPregnancy:0.201 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.184 Maternal Vital: BP-otherPregnancy:0.167 Maternal Vital: Ht-otherPregnancy:0.165 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.160 Maternal Maternal Procedure History:93005-otherPregnancy:0.139 Maternal Maternal Procedure History:81000-postPregnancy:-0.138 Maternal Maternal Lab History: hCG MoM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 168 | OR_unadj: 0.785 [0.385 1.597] | indivs AUC:0.505 Correlated most with: Maternal Maternal Lab History: hCG MoM-postPregnancy:1.000 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:0.729 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.397 Maternal Maternal Lab History: HCG-postPregnancy:0.360 Maternal Maternal Lab History: INHMOM-postPregnancy:0.268 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.244 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.240 Maternal Maternal Lab History: ESTRIOL-postPregnancy:-0.171 Maternal Maternal Lab History: WEIGHT-postPregnancy:-0.171 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.156 * Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 31 | OR_unadj: 3.054 [1.346 6.929] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:1.000 Maternal Maternal Lab History: AMYLASE-otherPregnancy:-0.301 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy:0.298 Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:-0.211 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:-0.178 Maternal Maternal Lab History: LDH-otherPregnancy:-0.155 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.153 Lab:306025 PPD:0.147 Maternal Maternal Procedure History:86703-postPregnancy:-0.129 Maternal Maternal Lab History: GLUCOSE POCT-otherPregnancy:0.112 Vital: Wt Change-avg5to7 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 420 | OR_unadj: 0.968 [0.619 1.514] | indivs AUC:0.474 Correlated most with: Diagnosis:9ccs145:Int obstruct:0.122 Maternal Diagnosis:9ccs121:Oth vein dx:0.117 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.111 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.099 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.095 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.093 Newborn Diagnosis:9ccs197:Skin infectn:0.093 Maternal Diagnosis:9ccs2617:E Codes: Adverse effects of medical drugs:0.091 Maternal Diagnosis:9ccs133:Oth low resp:0.084 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.083 Newborn Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 102 | OR_unadj: 1.051 [0.606 1.824] | indivs AUC:0.494 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:1.000 Maternal Diagnosis:9ccs184:Early labor:0.722 Diagnosis:9ccs219:Low birth wt:0.413 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.312 Newborn Diagnosis:9ccs256:Exam/eval:0.306 Newborn Diagnosis:9ccs221:Resp distres:0.272 Newborn Diagnosis:9ccs222:Perint jaund:0.264 Newborn Diagnosis:9ccs253:Allergy:0.240 Maternal Diagnosis:9ccs182:Hemorr preg:0.151 Maternal Diagnosis:9ccs183:HTN in preg:0.144 Newborn Diagnosis:9ccs222:Perint jaund | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 169 | OR_unadj: 1.244 [0.818 1.892] | indivs AUC:0.503 Correlated most with: Newborn Diagnosis:9ccs222:Perint jaund:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.264 Maternal Diagnosis:9ccs184:Early labor:0.207 Newborn Diagnosis:9ccs256:Exam/eval:0.192 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.181 Newborn Diagnosis:9ccs253:Allergy:0.154 Newborn Diagnosis:9ccs221:Resp distres:0.149 Diagnosis:9ccs219:Low birth wt:0.119 Diagnosis:9ccs222:Perint jaund:0.115 Newborn Diagnosis:9ccs224:Ot perint dx:0.105 * Newborn Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 105 | OR_unadj: 1.637 [1.010 2.653] | indivs AUC:0.517 Correlated most with: Newborn Diagnosis:9ccs256:Exam/eval:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.306 Maternal Diagnosis:9ccs184:Early labor:0.225 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.206 Newborn Diagnosis:9ccs221:Resp distres:0.197 Newborn Diagnosis:9ccs222:Perint jaund:0.192 Diagnosis:9ccs219:Low birth wt:0.187 Maternal Diagnosis:9ccs191:Amnios dx:0.181 Maternal Diagnosis:9ccs195:Ot compl bir:0.154 Newborn Diagnosis:9ccs224:Ot perint dx:0.127 Diagnosis:9ccs257:Ot aftercare | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 730 | OR_unadj: 0.962 [0.735 1.259] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs257:Ot aftercare:1.000 Number of Visits:0.325 Diagnosis:9ccs126:Ot up rsp in:0.228 Diagnosis:9ccs92:Otitis media:0.226 Diagnosis:9ccs125:Bronchitis:0.216 Diagnosis:9ccs10:Immuniz/scrn:0.194 Diagnosis:9ccs255:Social admin:0.190 Diagnosis:9ccs7:Viral infect:0.169 Diagnosis:9ccs253:Allergy:0.157 Diagnosis:9ccs128:Asthma:0.152 * Maternal Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 27 | OR_unadj: 8.673 [3.977 18.915] | indivs AUC:0.531 Correlated most with: Maternal Diagnosis:9ccs58:Ot nutrit dx:1.000 Maternal Diagnosis:9ccs95:Oth nerv dx:0.219 Maternal Vital: Wt-postPregnancy:0.205 Maternal Diagnosis:9ccs181:Ot preg comp:0.180 Maternal Diagnosis:9ccs183:HTN in preg:0.172 Maternal Vital: Wt-otherPregnancy:0.155 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.154 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.153 Maternal Diagnosis:9ccs98:HTN:0.151 Lab:323825 STREP SCREEN THROAT - Sunrise:0.150 Vital: Wt Change-avg7to10 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 515 | OR_unadj: 0.986 [0.640 1.520] | indivs AUC:0.446 Correlated most with: Diagnosis:9ccs199:Ulcer skin:0.220 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.151 Maternal Diagnosis:9ccs121:Oth vein dx:0.122 Diagnosis:9ccs252:Fatigue:0.116 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.106 Newborn Diagnosis:9ccs220:Birth asphyx:0.105 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:-0.105 Diagnosis:9ccs145:Int obstruct:-0.102 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.098 Maternal Diagnosis:9ccs133:Oth low resp:0.098 * Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 160 | OR_unadj: 1.600 [1.067 2.397] | indivs AUC:0.527 Correlated most with: Diagnosis:9ccs58:Ot nutrit dx:1.000 Number of Visits:0.140 Maternal Diagnosis:9ccs2619:e codes: other specified- nec:0.106 Diagnosis:9ccs74:Ot mentl cnd:0.102 Lab:294203 BILIRUBIN TOTAL - LMC:0.092 Diagnosis:9ccs256:Exam/eval:0.090 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.088 Diagnosis:9ccs253:Allergy:0.088 Diagnosis:9ccs155:Other GI dx:0.087 Diagnosis:9ccs134:Ot uppr resp:0.085 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 237 | OR_unadj: 0.869 [0.425 1.778] | indivs AUC:0.515 Correlated most with: Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:1.000 Maternal Maternal Procedure History:90471-postPregnancy:0.318 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.292 Maternal Maternal Procedure History:99401-postPregnancy:0.272 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.223 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.208 Maternal Vital: SpO2-otherPregnancy:-0.176 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.174 Maternal Maternal Procedure History:90649-postPregnancy:0.171 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:0.171 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 111 | OR_unadj: 1.346 [0.643 2.819] | indivs AUC:0.475 Correlated most with: Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.404 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.401 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.368 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.349 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.345 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.323 Maternal Maternal Diagnosis:10ccs4:Mycoses-postPregnancy:0.323 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.323 Maternal Vital: SpO2-postPregnancy:-0.296 Vital: Wt Percentile-gain3to7 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 491 | OR_unadj: 0.943 [0.621 1.433] | indivs AUC:0.527 Correlated most with: Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.156 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.136 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.135 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.131 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:-0.112 Diagnosis:9ccs145:Int obstruct:-0.111 Maternal Diagnosis:9ccs121:Oth vein dx:-0.111 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.106 Maternal Maternal Lab History: TSH-otherPregnancy:0.097 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.096 Vital: Wt Change-avg1to3 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 329 | OR_unadj: 1.015 [0.648 1.588] | indivs AUC:0.511 Correlated most with: Maternal Diagnosis:9ccs1:Tuberculosis:-0.178 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.141 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.139 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.128 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.118 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.117 Maternal Maternal Diagnosis:10ccs4:Mycoses-postPregnancy:0.114 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.109 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:-0.104 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:0.104 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 160 | OR_unadj: 0.386 [0.139 1.072] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:1.000 Maternal Maternal Procedure History:99401-postPregnancy:0.504 Maternal Maternal Procedure History:81000-postPregnancy:0.372 Maternal Maternal Procedure History:86703-postPregnancy:0.322 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.286 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.279 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.253 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.240 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.237 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.231 Vital: Ht Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 375 | OR_unadj: 0.643 [0.396 1.043] | indivs AUC:0.469 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.107 Diagnosis:9ccs44:Neoplsm unsp:0.104 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.103 Maternal Diagnosis:9ccs184:Early labor:-0.102 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.089 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.085 Maternal Diagnosis:9ccs102:Chest pain:-0.079 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.079 Maternal Diagnosis:9ccs120:Hemmorhoids:0.079 Maternal Diagnosis:9ccs24:Breast cancr:-0.077 Vital: Ht Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 390 | OR_unadj: 0.716 [0.445 1.152] | indivs AUC:0.420 Correlated most with: Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:0.146 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.143 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.140 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.129 Maternal Maternal Lab History: AMP/SULBACTAM-postPregnancy:0.121 Maternal Maternal Lab History: APTT-postPregnancy:-0.120 Maternal Maternal Lab History: PATIENT-postPregnancy:-0.120 Diagnosis:9ccs145:Int obstruct:0.117 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.108 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.100 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 484 | OR_unadj: 0.861 [0.574 1.289] | indivs AUC:0.472 Correlated most with: Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:1.000 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.611 Maternal Maternal Lab History: WBC-postPregnancy:0.564 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:0.521 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.327 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.315 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.297 Maternal Maternal Lab History: WBC-otherPregnancy:0.221 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.217 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.213 Diagnosis:9ccs92:Otitis media | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 737 | OR_unadj: 1.137 [0.871 1.485] | indivs AUC:0.553 Correlated most with: Diagnosis:9ccs92:Otitis media:1.000 Number of Visits:0.408 Diagnosis:9ccs126:Ot up rsp in:0.337 Diagnosis:9ccs90:Eye infectn:0.231 Diagnosis:9ccs125:Bronchitis:0.228 Diagnosis:9ccs257:Ot aftercare:0.226 Diagnosis:9ccs255:Social admin:0.192 Diagnosis:9ccs10:Immuniz/scrn:0.191 Diagnosis:9ccs135:Intest infct:0.183 Diagnosis:9ccs7:Viral infect:0.174 Diagnosis:9ccs197:Skin infectn | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 171 | OR_unadj: 1.339 [0.889 2.017] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs197:Skin infectn:1.000 Maternal Diagnosis:9ccs133:Oth low resp:0.103 Number of Visits:0.102 Diagnosis:9ccs92:Otitis media:0.090 Diagnosis:9ccs136:Teeth dx:0.088 Diagnosis:9ccs137:Mouth dx:0.083 Diagnosis:9ccs239:Superfic inj:0.080 Diagnosis:9ccs229:Fx arm:0.079 Diagnosis:9ccs2:Septicemia:0.079 Diagnosis:9ccs90:Eye infectn:0.077 Vital: Wt Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 372 | OR_unadj: 0.999 [0.638 1.563] | indivs AUC:0.490 Correlated most with: Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.124 Diagnosis:9ccs145:Int obstruct:0.122 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.118 Maternal Maternal Lab History: TOXOPLASMA IGG-postPregnancy:-0.085 Maternal Diagnosis:9ccs245:Syncope:0.082 Maternal Maternal Lab History: PAPP-A-otherPregnancy:-0.081 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.080 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.080 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.079 Maternal Maternal Lab History: RET %-postPregnancy:0.078 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 108 | OR_unadj: 0.911 [0.381 2.182] | indivs AUC:0.485 Correlated most with: Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:1.000 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.397 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:0.384 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.234 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.168 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.153 Maternal Maternal Procedure History:99211-otherPregnancy:-0.136 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.135 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:-0.134 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.132 Diagnosis:9ccs7:Viral infect | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 718 | OR_unadj: 0.855 [0.651 1.122] | indivs AUC:0.467 Correlated most with: Diagnosis:9ccs7:Viral infect:1.000 Number of Visits:0.408 Diagnosis:9ccs126:Ot up rsp in:0.236 Diagnosis:9ccs10:Immuniz/scrn:0.207 Diagnosis:9ccs90:Eye infectn:0.205 Diagnosis:9ccs255:Social admin:0.187 Diagnosis:9ccs133:Oth low resp:0.182 Diagnosis:9ccs92:Otitis media:0.174 Diagnosis:9ccs257:Ot aftercare:0.169 Diagnosis:9ccs125:Bronchitis:0.159 Maternal Vital: BP-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 314 | OR_unadj: 1.341 [0.868 2.070] | indivs AUC:0.539 Correlated most with: Maternal Vital: BP-otherPregnancy:1.000 Maternal Vital: Wt-otherPregnancy:0.437 Maternal Vital: BP-postPregnancy:0.421 Maternal Vital: Wt-postPregnancy:0.297 Maternal Maternal Lab History: RBC-otherPregnancy:0.293 Maternal Maternal Lab History: MCH-otherPregnancy:-0.209 Maternal Vital: Ht-otherPregnancy:0.202 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.195 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.173 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.168 Vital: Wt Change-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 376 | OR_unadj: 1.188 [0.778 1.816] | indivs AUC:0.535 Correlated most with: Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.173 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:0.151 Newborn Diagnosis:9ccs220:Birth asphyx:0.117 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:-0.117 Maternal Diagnosis:9ccs121:Oth vein dx:0.115 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.112 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.112 Maternal Diagnosis:9ccs217:Ot cong anom:-0.110 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.108 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.101 Vital: HR-avg5to7 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 274 | OR_unadj: 0.881 [0.526 1.476] | indivs AUC:0.533 Correlated most with: Maternal Diagnosis:9ccs55:Fluid/elc dx:-0.160 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.139 Diagnosis:9ccs145:Int obstruct:-0.133 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:-0.121 Diagnosis:9ccs246:FUO:-0.104 Maternal Diagnosis:9ccs133:Oth low resp:0.101 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.099 Maternal Diagnosis:9ccs204:Ot joint dx:-0.094 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.088 Maternal Maternal Procedure History:90658-postPregnancy:-0.085 Maternal Maternal Lab History: ESTRIOL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 164 | OR_unadj: 1.485 [0.828 2.663] | indivs AUC:0.531 Correlated most with: Maternal Maternal Lab History: ESTRIOL-postPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.458 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.253 Maternal Maternal Lab History: APF MoM-postPregnancy:0.230 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.199 Diagnosis:9ccs233:Intracrn inj:-0.178 Maternal Maternal Lab History: INHMOM-postPregnancy:0.175 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.171 Newborn Diagnosis:9ccs5:HIV infectn:-0.170 Diagnosis:9ccs252:Fatigue:0.157 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 370 | OR_unadj: 0.918 [0.588 1.434] | indivs AUC:0.495 Correlated most with: Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.159 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:-0.159 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.158 Maternal Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.143 Maternal Maternal Lab History: LEAD LEVEL-otherPregnancy:-0.138 Maternal Vital: RR-postPregnancy:-0.132 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.127 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.116 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:0.114 Vital: RR-avg16to19 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 154 | OR_unadj: 1.347 [0.768 2.362] | indivs AUC:0.513 Correlated most with: Maternal Maternal Lab History: RETIC HGB-postPregnancy:-0.179 Maternal Maternal Lab History: RET %-postPregnancy:0.151 Maternal Maternal Lab History: RET ABS-postPregnancy:0.146 Maternal Diagnosis:9ccs1:Tuberculosis:-0.144 Maternal Diagnosis:9ccs217:Ot cong anom:-0.123 Maternal Maternal Procedure History:90658-postPregnancy:-0.120 Maternal Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:-0.093 Newborn Diagnosis:9ccs191:Amnios dx:0.092 Diagnosis:9ccs240:Burns:0.091 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.089 * Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 461 | OR_unadj: 0.717 [0.522 0.985] | indivs AUC:0.465 Correlated most with: Diagnosis:9ccs200:Oth skin dx:1.000 Number of Visits:0.231 Diagnosis:9ccs253:Allergy:0.201 Diagnosis:9ccs155:Other GI dx:0.168 Diagnosis:9ccs7:Viral infect:0.158 Diagnosis:9ccs256:Exam/eval:0.140 Diagnosis:9ccs239:Superfic inj:0.138 Diagnosis:9ccs126:Ot up rsp in:0.119 Diagnosis:9ccs255:Social admin:0.113 Diagnosis:9ccs10:Immuniz/scrn:0.106 * Maternal Vital: Wt-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 316 | OR_unadj: 1.666 [1.070 2.593] | indivs AUC:0.543 Correlated most with: Maternal Vital: Wt-otherPregnancy:1.000 Maternal Vital: Wt-postPregnancy:0.634 Maternal Vital: BP-otherPregnancy:0.437 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.300 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.290 Maternal Vital: Ht-otherPregnancy:0.289 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.256 Maternal Vital: BMI-otherPregnancy:0.243 Maternal Vital: BMI Percentile-otherPregnancy:0.226 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.204 Vital: RR-avg7to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 231 | OR_unadj: 0.785 [0.423 1.459] | indivs AUC:0.514 Correlated most with: Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.129 Diagnosis:9ccs10:Immuniz/scrn:0.128 Maternal Diagnosis:9ccs217:Ot cong anom:-0.122 Diagnosis:9ccs125:Bronchitis:0.117 Diagnosis:9ccs106:Dysrhythmia:0.102 Maternal Diagnosis:9ccs96:Hrt valve dx:0.102 Maternal Maternal Procedure History:90658-postPregnancy:-0.102 Diagnosis:9ccs257:Ot aftercare:0.095 Lab:292208 CBC/DIFF/PLT - Sunrise:-0.091 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:-0.086 Vital: HR-avg3to5 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 237 | OR_unadj: 0.904 [0.524 1.561] | indivs AUC:0.523 Correlated most with: Newborn Diagnosis:9ccs133:Oth low resp:0.222 Maternal Maternal Procedure History:90658-postPregnancy:-0.121 Maternal Diagnosis:9ccs102:Chest pain:0.117 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.113 Maternal Diagnosis:9ccs98:HTN:0.111 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.102 Newborn Diagnosis:9ccs256:Exam/eval:0.091 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:-0.089 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.082 Diagnosis:9ccs167:Breast dx:0.081 Newborn Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1642 | OR_unadj: 1.497 [0.635 3.528] | indivs AUC:0.509 Correlated most with: Newborn Diagnosis:9ccs94:Other ear dx:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.316 Newborn Diagnosis:9ccs0:No DX:-0.294 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:-0.138 Maternal Diagnosis:9ccs159:UTI:-0.132 Maternal Diagnosis:9ccs157:Ac renl fail:-0.131 Maternal Diagnosis:9ccs249:Shock:-0.131 Diagnosis:9ccs87:Retinal dx:-0.131 Maternal Diagnosis:10ccs58:Ot nutrit dx:-0.131 Maternal Diagnosis:9ccs235:Opn wnd head:-0.131 Vital: BMI Percentile-latest | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 258 | OR_unadj: 1.431 [0.924 2.214] | indivs AUC:0.525 Correlated most with: Newborn Diagnosis:9ccs59:Anemia:-0.121 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.121 Diagnosis:9ccs259:Unclassified:-0.114 Diagnosis:9ccs70:Schizo/rl dx:-0.097 Lab:296169 RETICULOCYTE COUNT- LMC:0.086 Diagnosis:9ccs58:Ot nutrit dx:0.081 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.076 Diagnosis:9ccs188:Pelvic obstr:-0.074 Diagnosis:9ccs196:Nml preg/del:-0.072 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.072 Vital: HR-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 273 | OR_unadj: 0.877 [0.537 1.434] | indivs AUC:0.496 Correlated most with: Maternal Diagnosis:9ccs1:Tuberculosis:-0.157 Maternal Diagnosis:9ccs204:Ot joint dx:-0.131 Maternal Diagnosis:9ccs160:Urin stone:0.130 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.106 Maternal Maternal Lab History: LACTIC ACID-postPregnancy:-0.101 Diagnosis:9ccs117:Ot circul dx:0.089 Maternal Diagnosis:9ccs182:Hemorr preg:0.084 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy:0.082 Diagnosis:9ccs259:Unclassified:0.080 Diagnosis:9ccs214:GI cong anom:-0.079 Maternal Diagnosis:9ccs128:Asthma | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 40 | OR_unadj: 0.801 [0.311 2.064] | indivs AUC:0.502 Correlated most with: Maternal Diagnosis:9ccs128:Asthma:1.000 Maternal Diagnosis:9ccs130:Pleurisy:0.221 Maternal Diagnosis:9ccs181:Ot preg comp:0.219 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.157 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.153 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.147 Maternal Maternal Procedure History:36416-postPregnancy:0.146 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.143 Maternal Diagnosis:9ccs155:Other GI dx:0.135 Maternal Maternal Procedure History:81025-otherPregnancy:0.134 Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 446 | OR_unadj: 0.796 [0.581 1.090] | indivs AUC:0.428 Correlated most with: Diagnosis:9ccs155:Other GI dx:1.000 Number of Visits:0.304 Diagnosis:9ccs200:Oth skin dx:0.168 Diagnosis:9ccs7:Viral infect:0.153 Diagnosis:9ccs126:Ot up rsp in:0.144 Diagnosis:9ccs239:Superfic inj:0.136 Diagnosis:9ccs10:Immuniz/scrn:0.130 Diagnosis:9ccs250:Nausea/vomit:0.124 Diagnosis:9ccs133:Oth low resp:0.116 Diagnosis:9ccs91:Other eye dx:0.113 Maternal Maternal Lab History: CHLORIDE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 332 | OR_unadj: 0.970 [0.615 1.529] | indivs AUC:0.483 Correlated most with: Maternal Maternal Lab History: CHLORIDE-postPregnancy:1.000 Maternal Maternal Lab History: SODIUM-postPregnancy:0.298 Maternal Maternal Procedure History:36416-postPregnancy:-0.202 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:0.172 Maternal Maternal Lab History: LDL-postPregnancy:-0.163 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:-0.159 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.145 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.143 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.141 Maternal Maternal Procedure History:90472-postPregnancy:-0.140 * Vital: Wt Percentile-avg5to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 447 | OR_unadj: 1.467 [1.036 2.078] | indivs AUC:0.563 Correlated most with: Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.107 Diagnosis:9ccs230:Fx leg:-0.105 Maternal Maternal Procedure History:86580-postPregnancy:-0.103 Newborn Diagnosis:9ccs219:Low birth wt:-0.091 Lab:294199 BILIRUBIN SCAN - LMC:-0.088 Diagnosis:9ccs208:Acq foot def:0.086 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.082 Maternal Vital: BP-postPregnancy:0.081 Maternal Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.080 Maternal Maternal Lab History: TRANSFERRIN-postPregnancy:-0.080 Vital: RR-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 162 | OR_unadj: 1.250 [0.715 2.185] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs73:Preadult dx:-0.220 Maternal Diagnosis:9ccs1:Tuberculosis:-0.144 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.139 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.138 Maternal Maternal Lab History: BILE ACIDS-postPregnancy:0.133 Maternal Maternal Lab History: CHOLIC ACID-postPregnancy:0.132 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.129 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy:0.119 Maternal Diagnosis:9ccs204:Ot joint dx:-0.101 Newborn Diagnosis:9ccs197:Skin infectn:0.097 Diagnosis:9ccs135:Intest infct | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 394 | OR_unadj: 1.151 [0.847 1.565] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs135:Intest infct:1.000 Number of Visits:0.310 Diagnosis:9ccs126:Ot up rsp in:0.190 Diagnosis:9ccs92:Otitis media:0.183 Diagnosis:9ccs7:Viral infect:0.156 Diagnosis:9ccs10:Immuniz/scrn:0.147 Diagnosis:9ccs125:Bronchitis:0.131 Diagnosis:9ccs253:Allergy:0.129 Diagnosis:9ccs255:Social admin:0.124 Diagnosis:9ccs257:Ot aftercare:0.120 Vital: Wt for Len Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 228 | OR_unadj: 1.556 [0.962 2.517] | indivs AUC:0.535 Correlated most with: Maternal Maternal Procedure History:90472-postPregnancy:0.124 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.119 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.116 Maternal Diagnosis:9ccs122:Pneumonia:0.108 Maternal Maternal Procedure History:90663-postPregnancy:-0.092 Maternal Maternal Procedure History:90470-postPregnancy:-0.089 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.085 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.084 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.084 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.079 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 113 | OR_unadj: 1.346 [0.643 2.819] | indivs AUC:0.521 Correlated most with: Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.458 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.292 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.267 Maternal Maternal Lab History: AFP-postPregnancy:0.219 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.169 Maternal Diagnosis:9ccs250:Nausea/vomit:0.151 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.147 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.129 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.126 Maternal Maternal Lab History: AST-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 269 | OR_unadj: 0.811 [0.398 1.653] | indivs AUC:0.473 Correlated most with: Maternal Maternal Lab History: AST-postPregnancy:1.000 Maternal Maternal Lab History: ALT-postPregnancy:0.637 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.368 Maternal Maternal Lab History: LDH-postPregnancy:0.300 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.292 Maternal Maternal Lab History: PO2-postPregnancy:0.199 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.198 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.198 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.196 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.196 Vital: BMI Percentile-gain0to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 241 | OR_unadj: 1.517 [0.978 2.352] | indivs AUC:0.523 Correlated most with: Newborn Diagnosis:9ccs59:Anemia:-0.129 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.129 Diagnosis:9ccs259:Unclassified:-0.114 Diagnosis:9ccs70:Schizo/rl dx:-0.103 Lab:296169 RETICULOCYTE COUNT- LMC:0.091 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.081 Diagnosis:9ccs196:Nml preg/del:-0.077 Maternal Maternal Diagnosis:10ccs172:Ovarian cyst-postPregnancy:0.075 Maternal Maternal Diagnosis:9ccs123:Influenza-postPregnancy:0.075 Maternal Diagnosis:9ccs138:Esophgeal dx:-0.074 Maternal Diagnosis:9ccs49:DiabMel no c | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 32 | OR_unadj: 1.906 [0.847 4.291] | indivs AUC:0.506 Correlated most with: Maternal Diagnosis:9ccs49:DiabMel no c:1.000 Maternal Diagnosis:9ccs186:DM in preg:0.409 Maternal Diagnosis:9ccs4:Mycoses:0.175 Diagnosis:9ccs87:Retinal dx:0.175 Maternal Maternal Lab History: LH-postPregnancy:-0.146 MatDeliveryAge:0.137 Maternal Maternal Lab History: FASTING-postPregnancy:0.135 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.134 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.133 Maternal Maternal Lab History: FASTING-otherPregnancy:0.132 Diagnosis:9ccs90:Eye infectn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 400 | OR_unadj: 1.181 [0.871 1.601] | indivs AUC:0.560 Correlated most with: Diagnosis:9ccs90:Eye infectn:1.000 Number of Visits:0.286 Diagnosis:9ccs92:Otitis media:0.231 Diagnosis:9ccs7:Viral infect:0.205 Diagnosis:9ccs126:Ot up rsp in:0.191 Diagnosis:9ccs10:Immuniz/scrn:0.143 Diagnosis:9ccs125:Bronchitis:0.129 Diagnosis:9ccs255:Social admin:0.125 Diagnosis:9ccs133:Oth low resp:0.117 Diagnosis:9ccs135:Intest infct:0.112 Maternal Vital: Wt Change-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 312 | OR_unadj: 0.820 [0.518 1.298] | indivs AUC:0.528 Correlated most with: Maternal Vital: Wt Change-postPregnancy:1.000 Maternal Maternal Procedure History:99000-postPregnancy:0.136 Maternal Maternal Procedure History:81000-postPregnancy:0.133 Maternal Vital: Ht-postPregnancy:0.126 Maternal Maternal Lab History: PH-otherPregnancy:-0.123 Maternal Maternal Lab History: ANION GAP-postPregnancy:-0.122 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.121 Maternal Maternal Procedure History:90656-otherPregnancy:0.118 Maternal Vital: Wt-postPregnancy:0.112 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.109 Vital: BMI Percentile-gain16to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 241 | OR_unadj: 1.517 [0.978 2.352] | indivs AUC:0.523 Correlated most with: Newborn Diagnosis:9ccs59:Anemia:-0.129 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.129 Diagnosis:9ccs259:Unclassified:-0.114 Diagnosis:9ccs70:Schizo/rl dx:-0.103 Lab:296169 RETICULOCYTE COUNT- LMC:0.091 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.081 Diagnosis:9ccs196:Nml preg/del:-0.077 Maternal Maternal Diagnosis:10ccs172:Ovarian cyst-postPregnancy:0.075 Maternal Maternal Diagnosis:9ccs123:Influenza-postPregnancy:0.075 Maternal Diagnosis:9ccs138:Esophgeal dx:-0.074 Maternal Maternal Lab History: RBC-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 281 | OR_unadj: 1.324 [0.838 2.089] | indivs AUC:0.550 Correlated most with: Maternal Maternal Lab History: RBC-otherPregnancy:1.000 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.652 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.530 Maternal Maternal Lab History: MCV-otherPregnancy:-0.469 Maternal Maternal Lab History: MCH-otherPregnancy:-0.377 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.333 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.293 Maternal Vital: BP-otherPregnancy:0.293 Maternal Maternal Lab History: RBC-postPregnancy:0.292 Maternal Maternal Lab History: MCV-postPregnancy:-0.223 Maternal Maternal Lab History: ALT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 318 | OR_unadj: 0.693 [0.342 1.405] | indivs AUC:0.460 Correlated most with: Maternal Maternal Lab History: ALT-postPregnancy:1.000 Maternal Maternal Lab History: AST-postPregnancy:0.637 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.374 Maternal Maternal Procedure History:90663-postPregnancy:0.348 Maternal Maternal Procedure History:90470-postPregnancy:0.346 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.339 Maternal Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.318 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.260 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.245 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.241 Maternal Diagnosis:9ccs168:PID | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 0.843 [0.249 2.858] | indivs AUC:0.493 Correlated most with: Maternal Diagnosis:9ccs168:PID:1.000 Maternal Diagnosis:9ccs47:Ot bnign neo:0.207 Maternal Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.192 Maternal Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy:0.171 Maternal Diagnosis:9ccs189:Prev c-sectn:0.156 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:-0.148 Maternal Maternal Lab History: LEAD LEVEL-otherPregnancy:0.148 Maternal Maternal Lab History: TRANSFERRIN-postPregnancy:0.148 Maternal Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.148 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.147 Newborn Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs213:Cardiac anom:0.330 Diagnosis:9ccs96:Hrt valve dx:0.181 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.146 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.141 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.125 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.118 Maternal Diagnosis:9ccs128:Asthma:0.105 Maternal Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy:-0.103 Lab:292208 CBC/DIFF/PLT - Sunrise:-0.103 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 321 | OR_unadj: 0.918 [0.578 1.458] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.795 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.538 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.296 Maternal Maternal Lab History: SODIUM-postPregnancy:0.287 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.254 Maternal Maternal Lab History: PTT-postPregnancy:0.241 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.233 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.230 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.228 Maternal Maternal Lab History: hCG MoM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 101 | OR_unadj: 0.542 [0.193 1.528] | indivs AUC:0.493 Correlated most with: Maternal Maternal Lab History: hCG MoM-otherPregnancy:1.000 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.789 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.430 Maternal Maternal Lab History: WEIGHT-otherPregnancy:-0.320 Maternal Maternal Lab History: HCG-otherPregnancy:0.281 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:0.244 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.244 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.174 Maternal Vital: Wt-otherPregnancy:-0.166 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.153 Maternal Maternal Lab History: MCH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 281 | OR_unadj: 0.691 [0.420 1.135] | indivs AUC:0.440 Correlated most with: Maternal Maternal Lab History: MCH-otherPregnancy:1.000 Maternal Maternal Lab History: MCV-otherPregnancy:0.792 Maternal Maternal Lab History: RDW-otherPregnancy:-0.618 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.550 Maternal Maternal Lab History: MCH-postPregnancy:0.430 Maternal Maternal Lab History: MCV-postPregnancy:0.397 Maternal Maternal Lab History: RBC-otherPregnancy:-0.377 Maternal Maternal Lab History: RDW-postPregnancy:-0.296 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.281 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.256 Vital: RR-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 144 | OR_unadj: 0.813 [0.383 1.729] | indivs AUC:0.505 Correlated most with: Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.175 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.170 Maternal Maternal Procedure History:87880-postPregnancy:0.153 Maternal Maternal Diagnosis:9ccs123:Influenza-postPregnancy:0.147 Maternal Maternal Procedure History:90658-postPregnancy:-0.146 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.132 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.132 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.120 Diagnosis:9ccs106:Dysrhythmia:0.114 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.114 Vital: Ht Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 307 | OR_unadj: 0.763 [0.457 1.274] | indivs AUC:0.527 Correlated most with: Diagnosis:9ccs44:Neoplsm unsp:0.142 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:-0.120 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.120 Maternal Maternal Lab History: IRON-otherPregnancy:-0.120 Maternal Maternal Lab History: FOLATE-otherPregnancy:-0.120 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.102 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.095 Maternal Diagnosis:9ccs3:Oth bact inf:-0.091 Maternal Diagnosis:9ccs184:Early labor:-0.090 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.090 Maternal Maternal Lab History: CREATININE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 330 | OR_unadj: nan [ nan nan] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: CREATININE-postPregnancy:1.000 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.342 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.298 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.220 Maternal Maternal Procedure History:81000-postPregnancy:-0.218 Maternal Maternal Procedure History:99000-otherPregnancy:0.192 Maternal Maternal Procedure History:90656-otherPregnancy:0.148 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.146 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.145 Maternal Maternal Lab History: AST-postPregnancy:0.139 Maternal Maternal Procedure History:99000-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 350 | OR_unadj: 0.959 [0.536 1.719] | indivs AUC:0.553 Correlated most with: Maternal Maternal Procedure History:99000-postPregnancy:1.000 Maternal Maternal Procedure History:99000-otherPregnancy:-0.253 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.239 Maternal Maternal Procedure History:81000-postPregnancy:0.221 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.161 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.145 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.144 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.144 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:-0.144 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:-0.144 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 237 | OR_unadj: 1.369 [0.873 2.146] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:1.000 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.847 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.703 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:-0.571 Maternal Maternal Lab History: WBC-otherPregnancy:0.413 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.241 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:-0.223 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.199 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.177 Newborn Diagnosis:9ccs5:HIV infectn:-0.175 Diagnosis:9ccs125:Bronchitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 394 | OR_unadj: 0.939 [0.683 1.292] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs125:Bronchitis:1.000 Number of Visits:0.248 Diagnosis:9ccs128:Asthma:0.241 Diagnosis:9ccs92:Otitis media:0.228 Diagnosis:9ccs257:Ot aftercare:0.216 Diagnosis:9ccs126:Ot up rsp in:0.165 Diagnosis:9ccs122:Pneumonia:0.164 Diagnosis:9ccs7:Viral infect:0.159 Diagnosis:9ccs133:Oth low resp:0.156 Diagnosis:9ccs135:Intest infct:0.131 Maternal Maternal Lab History: POTASSIUM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 332 | OR_unadj: 1.049 [0.658 1.672] | indivs AUC:0.433 Correlated most with: Maternal Maternal Lab History: POTASSIUM-postPregnancy:1.000 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:0.306 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.242 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.190 Maternal Maternal Lab History: SODIUM-postPregnancy:0.175 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.166 Maternal Diagnosis:9ccs95:Oth nerv dx:0.148 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.145 Maternal Maternal Lab History: RETICULOCYTES-postPregnancy:-0.140 Maternal Maternal Lab History: CHr(RETIC HGB CONTENT)-postPregnancy:-0.140 Maternal Maternal Lab History: SODIUM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 332 | OR_unadj: 1.008 [0.627 1.620] | indivs AUC:0.458 Correlated most with: Maternal Maternal Lab History: SODIUM-postPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.335 Maternal Maternal Lab History: BUN-postPregnancy:0.311 Maternal Maternal Lab History: CHLORIDE-postPregnancy:0.298 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.287 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.273 Maternal Maternal Lab History: SODIUM-otherPregnancy:0.265 Maternal Maternal Procedure History:97032-postPregnancy:-0.229 Maternal Maternal Procedure History:97010-postPregnancy:-0.216 Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.215 Maternal Diagnosis:9ccs192:Umbil cord | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 117 | OR_unadj: 0.818 [0.467 1.430] | indivs AUC:0.505 Correlated most with: Maternal Diagnosis:9ccs192:Umbil cord:1.000 Diagnosis:9ccs171:Menstrual dx:0.126 Diagnosis:9ccs120:Hemmorhoids:0.089 Maternal Diagnosis:9ccs2603:E Codes: Fall:0.089 Maternal Diagnosis:10ccs58:Ot nutrit dx:0.089 Maternal Diagnosis:9ccs235:Opn wnd head:0.089 Diagnosis:9ccs252:Fatigue:0.089 Diagnosis:9ccs16:Liver/ibd ca:0.089 Maternal Maternal Procedure History:36416-postPregnancy:0.087 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.087 Maternal Maternal Lab History: MPV-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 247 | OR_unadj: 1.122 [0.655 1.921] | indivs AUC:0.519 Correlated most with: Maternal Maternal Lab History: MPV-otherPregnancy:1.000 Maternal Maternal Lab History: MPV-postPregnancy:0.421 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.420 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:-0.225 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.196 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:-0.190 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.168 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:0.167 Maternal Maternal Lab History: CALCIUM-otherPregnancy:-0.167 Maternal Maternal Lab History: FOLATE-otherPregnancy:0.159 Vital: RR-avg19to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 166 | OR_unadj: 0.936 [0.487 1.798] | indivs AUC:0.506 Correlated most with: Maternal Diagnosis:9ccs1:Tuberculosis:-0.145 Diagnosis:9ccs123:Influenza:0.137 Maternal Maternal Procedure History:90658-postPregnancy:-0.135 Maternal Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:-0.131 Diagnosis:9ccs59:Anemia:0.100 Diagnosis:9ccs132:Lung externl:-0.096 Maternal Vital: BMI Percentile-postPregnancy:-0.094 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.088 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.086 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.086 Vital: Wt Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 358 | OR_unadj: 1.211 [0.811 1.809] | indivs AUC:0.584 Correlated most with: Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.141 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:0.121 Diagnosis:9ccs117:Ot circul dx:-0.117 Maternal Maternal Lab History: INHMOM-postPregnancy:0.114 Newborn Diagnosis:9ccs219:Low birth wt:-0.111 Maternal Maternal Procedure History:86580-postPregnancy:-0.110 Maternal Diagnosis:9ccs184:Early labor:-0.110 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.109 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.107 Maternal Maternal Lab History: AMP/SULBACTAM-postPregnancy:-0.101 Maternal Maternal Lab History: ALBUMIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 321 | OR_unadj: 0.826 [0.531 1.287] | indivs AUC:0.465 Correlated most with: Maternal Maternal Lab History: ALBUMIN-postPregnancy:1.000 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.795 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.582 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.386 Maternal Maternal Lab History: SODIUM-postPregnancy:0.335 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.316 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.280 Maternal Maternal Lab History: LDH-postPregnancy:-0.272 Maternal Maternal Lab History: RBC-postPregnancy:0.268 Maternal Maternal Lab History: INR-postPregnancy:0.266 Maternal Maternal Lab History: RUBELLA-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 167 | OR_unadj: 0.605 [0.258 1.421] | indivs AUC:0.476 Correlated most with: Maternal Maternal Lab History: RUBELLA-postPregnancy:1.000 Maternal Maternal Lab History: RUBELLA-otherPregnancy:0.307 Maternal Maternal Lab History: VARICELLA IGM-postPregnancy:0.250 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.216 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.208 Maternal Maternal Procedure History:86580-postPregnancy:0.183 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.156 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.155 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.148 Newborn Diagnosis:9ccs221:Resp distres:0.142 Newborn Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 7 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs200:Oth skin dx:1.000 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.296 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.268 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.258 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.199 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.175 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.165 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.134 Newborn Diagnosis:9ccs215:gu cong anom:0.122 Diagnosis:9ccs95:Oth nerv dx:0.108 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 334 | OR_unadj: 0.739 [0.424 1.289] | indivs AUC:0.449 Correlated most with: Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:1.000 Maternal Maternal Lab History: PH-postPregnancy:0.319 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.272 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.269 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.253 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.223 Maternal Maternal Lab History: PO2-postPregnancy:-0.210 Maternal Maternal Lab History: UIBC-postPregnancy:-0.206 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.191 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:0.188 Maternal Maternal Procedure History:81000-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 337 | OR_unadj: 0.637 [0.315 1.287] | indivs AUC:0.550 Correlated most with: Maternal Maternal Procedure History:81000-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.684 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.372 Diagnosis:9ccs129:Asp pneumon:0.257 Maternal Maternal Procedure History:99401-postPregnancy:0.255 Maternal Maternal Procedure History:99000-postPregnancy:0.221 Maternal Maternal Procedure History:81000-otherPregnancy:0.220 Maternal Maternal Lab History: CREATININE-postPregnancy:-0.218 Maternal Maternal Lab History: CREATININE-otherPregnancy:-0.198 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.192 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 113 | OR_unadj: 0.529 [0.188 1.488] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:1.000 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.729 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.384 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:-0.374 Maternal Maternal Lab History: AFP-postPregnancy:-0.348 Maternal Maternal Lab History: WEIGHT-postPregnancy:-0.335 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.305 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:-0.292 Maternal Maternal Lab History: ESTRIOL-postPregnancy:-0.253 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.244 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 337 | OR_unadj: 1.151 [0.638 2.078] | indivs AUC:0.524 Correlated most with: Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.256 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.251 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.221 Maternal Maternal Lab History: BUN-postPregnancy:0.202 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.194 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.184 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.184 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.182 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.170 Newborn Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs136:Teeth dx:1.000 Diagnosis:9ccs255:Social admin:-0.102 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:-0.100 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:-0.091 Maternal Vital: BMI-otherPregnancy:0.087 Diagnosis:9ccs10:Immuniz/scrn:-0.074 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:0.074 Maternal Diagnosis:9ccs128:Asthma:0.073 Newborn Diagnosis:9ccs217:Ot cong anom:0.062 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.051 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 174 | OR_unadj: 1.081 [0.588 1.987] | indivs AUC:0.538 Correlated most with: Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:1.000 Maternal Maternal Lab History: AFP-postPregnancy:0.378 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.374 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.280 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.267 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.212 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.169 Maternal Maternal Lab History: RET ABS-postPregnancy:-0.165 Maternal Maternal Lab History: RETIC HGB-postPregnancy:0.163 Maternal Maternal Lab History: RET %-postPregnancy:-0.160 Maternal Maternal Lab History: CALCIUM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 332 | OR_unadj: 0.847 [0.539 1.330] | indivs AUC:0.507 Correlated most with: Maternal Maternal Lab History: CALCIUM-postPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.582 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.538 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.342 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.300 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.275 Maternal Maternal Lab History: SODIUM-postPregnancy:0.273 Maternal Maternal Lab History: PTT-postPregnancy:0.271 Maternal Maternal Lab History: LDH-postPregnancy:-0.266 Maternal Maternal Lab History: INR-postPregnancy:0.255 * Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 70 | OR_unadj: 3.407 [1.542 7.529] | indivs AUC:0.507 Correlated most with: Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.460 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.311 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.281 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.273 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.273 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.241 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.241 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.235 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:-0.229 Maternal Diagnosis:9ccs184:Early labor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 101 | OR_unadj: 1.521 [0.923 2.509] | indivs AUC:0.517 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.722 Diagnosis:9ccs219:Low birth wt:0.435 Newborn Diagnosis:9ccs256:Exam/eval:0.225 Newborn Diagnosis:9ccs222:Perint jaund:0.207 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.201 Newborn Diagnosis:9ccs221:Resp distres:0.201 Newborn Diagnosis:9ccs253:Allergy:0.176 Maternal Diagnosis:9ccs98:HTN:0.153 Maternal Diagnosis:9ccs182:Hemorr preg:0.152 Newborn Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs0:No DX:1.000 Newborn Diagnosis:9ccs94:Other ear dx:-0.294 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.234 Diagnosis:9ccs214:GI cong anom:0.125 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.103 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.092 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.091 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:-0.091 Maternal Maternal Procedure History:36415-otherPregnancy:0.084 Diagnosis:9ccs209:Ot acq defor:0.075 Vital: RR-avg10to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 215 | OR_unadj: 1.323 [0.778 2.248] | indivs AUC:0.486 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN S-otherPregnancy:-0.240 Maternal Maternal Lab History: PTT-otherPregnancy:-0.132 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.115 Diagnosis:9ccs128:Asthma:0.108 Diagnosis:9ccs221:Resp distres:0.106 Maternal Diagnosis:9ccs217:Ot cong anom:-0.106 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.094 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.094 Maternal Maternal Lab History: HERPES I IgG-otherPregnancy:-0.091 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.090 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 255 | OR_unadj: 0.646 [0.350 1.193] | indivs AUC:0.484 Correlated most with: Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.184 Maternal Vital: Wt Percentile-otherPregnancy:0.183 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.162 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.150 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.146 Maternal Maternal Lab History: MICROALBUMIN-postPregnancy:-0.146 Maternal Maternal Procedure History:93005-otherPregnancy:-0.146 Maternal Maternal Lab History: MICRO/CREAT RATIO-postPregnancy:-0.146 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:0.139 * Vital: Wt Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 408 | OR_unadj: 1.512 [1.054 2.171] | indivs AUC:0.532 Correlated most with: Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.125 Maternal Maternal Lab History: INHMOM-postPregnancy:0.124 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.107 Diagnosis:9ccs195:Ot compl bir:-0.107 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.105 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:0.100 Maternal Diagnosis:9ccs128:Asthma:-0.099 Diagnosis:9ccs117:Ot circul dx:-0.095 Newborn Diagnosis:9ccs200:Oth skin dx:-0.094 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.093 Maternal Maternal Lab History: MCV-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 281 | OR_unadj: 0.814 [0.499 1.328] | indivs AUC:0.468 Correlated most with: Maternal Maternal Lab History: MCV-otherPregnancy:1.000 Maternal Maternal Lab History: MCH-otherPregnancy:0.792 Maternal Maternal Lab History: RDW-otherPregnancy:-0.560 Maternal Maternal Lab History: MCV-postPregnancy:0.503 Maternal Maternal Lab History: RBC-otherPregnancy:-0.469 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.425 Maternal Maternal Lab History: MCH-postPregnancy:0.403 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.361 Maternal Maternal Lab History: RDW-postPregnancy:-0.293 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.234 Maternal Maternal Lab History: Alk Phos-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 320 | OR_unadj: 1.288 [0.758 2.187] | indivs AUC:0.522 Correlated most with: Maternal Maternal Lab History: Alk Phos-postPregnancy:1.000 Maternal Maternal Lab History: LDH-postPregnancy:0.396 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.386 Maternal Maternal Lab History: ALT-postPregnancy:0.374 Maternal Maternal Lab History: AST-postPregnancy:0.368 Maternal Maternal Lab History: CALCIUM-postPregnancy:-0.300 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.296 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:0.237 Maternal Maternal Lab History: INR-postPregnancy:-0.209 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.206 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 281 | OR_unadj: 1.080 [0.683 1.709] | indivs AUC:0.522 Correlated most with: Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.928 Maternal Maternal Lab History: RBC-otherPregnancy:0.652 Maternal Maternal Lab History: MCV-otherPregnancy:0.361 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.335 Maternal Maternal Lab History: RDW-otherPregnancy:-0.333 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.323 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.307 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.292 Maternal Maternal Lab History: MCH-otherPregnancy:0.281 Maternal Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.203 Maternal Diagnosis:9ccs168:PID:0.171 Diagnosis:9ccs48:Thyroid dsor:-0.167 Maternal Maternal Procedure History:90656-postPregnancy:-0.146 Diagnosis:9ccs55:Fluid/elc dx:-0.106 Newborn Diagnosis:9ccs213:Cardiac anom:-0.103 Diagnosis:9ccs83:Epilepsy/cnv:-0.100 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.093 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.093 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 236 | OR_unadj: 0.969 [0.551 1.705] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:1.000 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.648 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:0.258 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.241 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.217 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.164 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.148 Maternal Maternal Lab History: PT-otherPregnancy:-0.147 Maternal Diagnosis:9ccs3:Oth bact inf:0.146 Maternal Maternal Lab History: INR-otherPregnancy:-0.144 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 236 | OR_unadj: 1.318 [0.813 2.138] | indivs AUC:0.501 Correlated most with: Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.571 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.538 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.364 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.309 Maternal Maternal Lab History: WBC-otherPregnancy:0.298 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.256 Maternal Maternal Lab History: INR-otherPregnancy:-0.184 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.179 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.161 * Maternal Diagnosis:9ccs176:Contraceptiv | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 165 | OR_unadj: 1.666 [1.121 2.475] | indivs AUC:0.533 Correlated most with: Maternal Diagnosis:9ccs176:Contraceptiv:1.000 MatDeliveryAge:0.265 Maternal Diagnosis:9ccs189:Prev c-sectn:0.239 Maternal Diagnosis:9ccs186:DM in preg:0.135 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.126 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.123 Maternal Diagnosis:9ccs143:Abdom hernia:0.107 Maternal Diagnosis:9ccs259:Unclassified:0.107 Maternal Vital: SpO2-postPregnancy:-0.095 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.092 Maternal Maternal Lab History: RUBELLA-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 109 | OR_unadj: 0.994 [0.413 2.392] | indivs AUC:0.491 Correlated most with: Maternal Maternal Lab History: RUBELLA-otherPregnancy:1.000 Maternal Maternal Lab History: RUBELLA-postPregnancy:0.307 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.205 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.189 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:0.160 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.144 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.137 Maternal Maternal Lab History: LDH-otherPregnancy:-0.133 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.130 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.126 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 282 | OR_unadj: 0.738 [0.443 1.231] | indivs AUC:0.471 Correlated most with: Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:1.000 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:0.261 Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.226 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.205 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.202 Maternal Maternal Lab History: WBC-postPregnancy:-0.186 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:-0.175 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:-0.146 Maternal Maternal Lab History: URINE KETONES-postPregnancy:-0.132 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:-0.129 Maternal Vital: BMI-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 308 | OR_unadj: 1.059 [0.563 1.991] | indivs AUC:0.516 Correlated most with: Maternal Vital: BMI-otherPregnancy:1.000 Maternal Vital: BMI-postPregnancy:0.256 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.246 Maternal Vital: Wt-otherPregnancy:0.243 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.185 Maternal Maternal Lab History: RDW-otherPregnancy:0.183 Maternal Maternal Procedure History:86580-otherPregnancy:0.179 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.170 Maternal Vital: Wt-postPregnancy:0.164 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.157 Maternal Maternal Lab History: URINE PH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 236 | OR_unadj: 0.816 [0.438 1.518] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: URINE PH-otherPregnancy:1.000 Maternal Maternal Lab History: URINE PH-postPregnancy:0.210 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.173 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.147 Maternal Vital: BP-otherPregnancy:-0.140 Maternal Maternal Procedure History:S9470-otherPregnancy:0.136 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.133 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.126 Maternal Maternal Lab History: METAMYELOCYTE-otherPregnancy:0.125 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.124 Diagnosis:9ccs4:Mycoses | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 178 | OR_unadj: 0.912 [0.584 1.423] | indivs AUC:0.473 Correlated most with: Diagnosis:9ccs4:Mycoses:1.000 Diagnosis:9ccs253:Allergy:0.177 Number of Visits:0.151 Diagnosis:9ccs200:Oth skin dx:0.102 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.084 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.079 Diagnosis:9ccs7:Viral infect:0.077 Diagnosis:9ccs256:Exam/eval:0.076 Maternal Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:0.074 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.072 Maternal Maternal Lab History: WEIGHT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 90 | OR_unadj: 1.629 [0.734 3.616] | indivs AUC:0.514 Correlated most with: Maternal Maternal Lab History: WEIGHT-otherPregnancy:1.000 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.365 Maternal Maternal Lab History: hCG MoM-otherPregnancy:-0.320 Maternal Vital: Wt-otherPregnancy:0.290 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.207 Maternal Vital: Wt-postPregnancy:0.183 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.174 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.169 Maternal Maternal Lab History: AFP-otherPregnancy:-0.167 Maternal Vital: Wt Percentile-otherPregnancy:-0.167 Maternal Vital: Ht-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 309 | OR_unadj: 1.065 [0.679 1.670] | indivs AUC:0.526 Correlated most with: Maternal Vital: Ht-otherPregnancy:1.000 Maternal Vital: Ht-postPregnancy:0.610 Maternal Vital: Wt-otherPregnancy:0.289 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.213 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.212 Maternal Vital: BP-otherPregnancy:0.202 Maternal Vital: Wt-postPregnancy:0.196 Maternal Maternal Lab History: Alk Phos-otherPregnancy:-0.179 Maternal Vital: HR-otherPregnancy:0.165 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.158 Maternal Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs0:No DX:1.000 Maternal Diagnosis:9ccs196:Nml preg/del:-0.274 Diagnosis:9ccs2603:E Codes: Fall:0.081 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.074 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.063 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.053 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.046 Diagnosis:9ccs255:Social admin:-0.046 Maternal Maternal Lab History: RDW-postPregnancy:0.042 Diagnosis:9ccs10:Immuniz/scrn:-0.042 * Diagnosis:9ccs222:Perint jaund | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 174 | OR_unadj: 0.582 [0.346 0.978] | indivs AUC:0.466 Correlated most with: Diagnosis:9ccs222:Perint jaund:1.000 Diagnosis:9ccs151:Oth liver dx:0.187 Lab:294203 BILIRUBIN TOTAL - LMC:-0.151 Newborn Diagnosis:9ccs222:Perint jaund:0.115 Diagnosis:9ccs188:Pelvic obstr:0.102 Diagnosis:9ccs155:Other GI dx:0.090 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.088 Diagnosis:9ccs257:Ot aftercare:0.087 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.078 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.077 Maternal Vital: Temp-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 122 | OR_unadj: 1.356 [0.745 2.467] | indivs AUC:0.529 Correlated most with: Maternal Vital: Temp-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.261 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:-0.238 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.231 Maternal Vital: Temp-postPregnancy:0.219 Maternal Maternal Procedure History:36415-otherPregnancy:-0.219 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.192 Maternal Vital: RR-otherPregnancy:0.191 Maternal Maternal Lab History: eGFR-otherPregnancy:0.185 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.185 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 173 | OR_unadj: nan [ nan nan] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:1.000 Maternal Maternal Lab History: CREATININE-postPregnancy:0.342 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.247 Maternal Maternal Procedure History:99000-otherPregnancy:0.191 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.165 Maternal Maternal Procedure History:81000-postPregnancy:-0.152 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.149 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.119 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.115 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.108 * Vital: RR-avg5to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 164 | OR_unadj: 0.339 [0.136 0.845] | indivs AUC:0.492 Correlated most with: Maternal Diagnosis:9ccs55:Fluid/elc dx:-0.194 Diagnosis:9ccs125:Bronchitis:0.128 Maternal Maternal Procedure History:90658-postPregnancy:-0.119 Diagnosis:9ccs246:FUO:-0.099 Maternal Diagnosis:9ccs204:Ot joint dx:-0.099 Number of Visits:0.095 Diagnosis:9ccs10:Immuniz/scrn:0.092 Diagnosis:9ccs231:Oth fracture:0.092 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.091 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.089 Maternal Maternal Procedure History:81000-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 314 | OR_unadj: 1.065 [0.679 1.670] | indivs AUC:0.502 Correlated most with: Maternal Maternal Procedure History:81000-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.654 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.376 Maternal Maternal Procedure History:99401-otherPregnancy:0.329 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.324 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.249 Maternal Maternal Procedure History:81000-postPregnancy:0.220 Maternal Maternal Procedure History:90656-otherPregnancy:-0.219 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.215 Maternal Maternal Lab History: TSH-otherPregnancy:-0.212 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 203 | OR_unadj: 1.100 [0.695 1.740] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.855 Maternal Maternal Lab History: CREATININE-otherPregnancy:-0.381 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:0.280 Maternal Maternal Procedure History:99000-otherPregnancy:-0.260 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:-0.246 Maternal Maternal Procedure History:86703-otherPregnancy:0.192 Maternal Maternal Procedure History:90656-otherPregnancy:-0.183 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:-0.165 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.155 Vital: RR-avg13to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 163 | OR_unadj: 0.770 [0.363 1.632] | indivs AUC:0.480 Correlated most with: Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.134 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.124 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.109 Maternal Vital: Wt Percentile-otherPregnancy:0.109 Maternal Diagnosis:9ccs204:Ot joint dx:-0.108 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.103 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.102 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.100 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.100 Diagnosis:9ccs125:Bronchitis:0.100 Maternal Maternal Lab History: RDW-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 280 | OR_unadj: 1.136 [0.672 1.920] | indivs AUC:0.505 Correlated most with: Maternal Maternal Lab History: RDW-otherPregnancy:1.000 Maternal Maternal Lab History: MCH-otherPregnancy:-0.618 Maternal Maternal Lab History: MCV-otherPregnancy:-0.560 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.458 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.333 Maternal Maternal Lab History: RDW-postPregnancy:0.262 Maternal Maternal Lab History: MCH-postPregnancy:-0.252 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.244 Maternal Maternal Lab History: FERRITIN-otherPregnancy:-0.243 Maternal Maternal Lab History: MCV-postPregnancy:-0.243 Vital: Wt Change-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 223 | OR_unadj: 0.616 [0.325 1.165] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: LH-postPregnancy:0.128 Maternal Maternal Lab History: FASTING-postPregnancy:-0.109 Lab:323825 STREP SCREEN THROAT - Sunrise:0.107 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.105 Newborn Diagnosis:9ccs197:Skin infectn:0.103 Maternal Maternal Lab History: HERPES I IgG-otherPregnancy:0.098 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.096 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.096 Maternal Maternal Lab History: FASTING-otherPregnancy:-0.095 Maternal Maternal Procedure History:96372-otherPregnancy:-0.091 Newborn Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 1.025 [0.477 2.203] | indivs AUC:0.481 Correlated most with: Newborn Diagnosis:9ccs217:Ot cong anom:1.000 Diagnosis:9ccs142:Appendicitis:0.137 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.124 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.119 Maternal Maternal Procedure History:93005-postPregnancy:0.115 Diagnosis:9ccs211:Ot conn tiss:0.107 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.106 Maternal Maternal Lab History: T-4-postPregnancy:0.100 Lab:296169 RETICULOCYTE COUNT- LMC:0.100 Maternal Maternal Lab History: T-3 UPTAKE-postPregnancy:0.100 Maternal Maternal Lab History: URINE PH-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 282 | OR_unadj: 0.705 [0.447 1.113] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: URINE PH-postPregnancy:1.000 Maternal Maternal Lab History: URINE PH-otherPregnancy:0.210 Maternal Vital: BP-postPregnancy:-0.153 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:-0.141 Maternal Maternal Lab History: AMYLASE-postPregnancy:-0.124 Maternal Vital: SpO2-postPregnancy:0.124 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.122 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.115 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:-0.114 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.113 Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 155 | OR_unadj: 0.872 [0.539 1.410] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.525 Diagnosis:9ccs117:Ot circul dx:0.230 Newborn Diagnosis:9ccs96:Hrt valve dx:0.220 Newborn Diagnosis:9ccs213:Cardiac anom:0.181 Maternal Diagnosis:9ccs255:Social admin:0.108 Maternal Maternal Procedure History:96372-otherPregnancy:0.107 Diagnosis:9ccs259:Unclassified:0.096 Diagnosis:9ccs10:Immuniz/scrn:0.090 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.090 Diagnosis:9ccs239:Superfic inj | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 152 | OR_unadj: 0.949 [0.591 1.522] | indivs AUC:0.469 Correlated most with: Diagnosis:9ccs239:Superfic inj:1.000 Number of Visits:0.203 Diagnosis:9ccs253:Allergy:0.139 Diagnosis:9ccs200:Oth skin dx:0.138 Diagnosis:9ccs155:Other GI dx:0.136 Diagnosis:9ccs256:Exam/eval:0.120 Diagnosis:9ccs126:Ot up rsp in:0.114 Diagnosis:9ccs133:Oth low resp:0.112 Diagnosis:9ccs246:FUO:0.110 Newborn Diagnosis:9ccs220:Birth asphyx:0.110 * Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 126 | OR_unadj: 2.547 [1.462 4.439] | indivs AUC:0.514 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:1.000 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.672 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.663 Maternal Maternal Lab History: VLDL-postPregnancy:0.512 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.420 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.278 Maternal Maternal Lab History: LDL-postPregnancy:0.278 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.208 Maternal Maternal Procedure History:90472-postPregnancy:0.195 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.194 Maternal Maternal Lab History: LDH-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 104 | OR_unadj: 0.965 [0.402 2.318] | indivs AUC:0.507 Correlated most with: Maternal Maternal Lab History: LDH-postPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.403 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.396 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.343 Maternal Maternal Lab History: AST-postPregnancy:0.300 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.286 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.272 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:-0.270 Maternal Maternal Lab History: CALCIUM-postPregnancy:-0.266 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.257 Vital: Wt for Len Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 223 | OR_unadj: 1.424 [0.856 2.368] | indivs AUC:0.512 Correlated most with: Maternal Maternal Procedure History:90472-postPregnancy:0.115 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.113 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.106 Maternal Diagnosis:9ccs122:Pneumonia:0.102 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.102 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.102 Newborn Diagnosis:9ccs221:Resp distres:-0.094 Newborn Diagnosis:9ccs253:Allergy:-0.084 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.080 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.080 Vital: RR-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 140 | OR_unadj: 0.974 [0.474 2.002] | indivs AUC:0.496 Correlated most with: Maternal Diagnosis:9ccs168:PID:0.133 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:-0.123 Maternal Diagnosis:9ccs204:Ot joint dx:-0.122 Maternal Diagnosis:9ccs46:Bnign ut neo:-0.114 Maternal Diagnosis:9ccs210:SLE:-0.111 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.109 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.093 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.086 Maternal Maternal Lab History: LH-postPregnancy:0.082 Diagnosis:9ccs224:Ot perint dx:0.079 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 254 | OR_unadj: 1.805 [0.904 3.602] | indivs AUC:0.501 Correlated most with: Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:1.000 Maternal Maternal Procedure History:99401-otherPregnancy:0.440 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.292 Maternal Maternal Procedure History:99401-postPregnancy:0.270 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.240 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-otherPregnancy:0.210 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.209 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.164 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.147 Maternal Maternal Procedure History:86703-otherPregnancy:0.146 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 310 | OR_unadj: 1.109 [0.701 1.756] | indivs AUC:0.476 Correlated most with: Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:1.000 Maternal Maternal Procedure History:81000-otherPregnancy:0.654 Maternal Maternal Procedure History:99401-otherPregnancy:0.312 Maternal Maternal Procedure History:36415-otherPregnancy:0.298 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.285 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.213 Maternal Vital: PL-otherPregnancy:0.211 Maternal Maternal Procedure History:90656-otherPregnancy:-0.198 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.197 Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:0.189 Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 135 | OR_unadj: 0.978 [0.596 1.604] | indivs AUC:0.528 Correlated most with: Diagnosis:9ccs59:Anemia:1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.165 Diagnosis:9ccs122:Pneumonia:0.103 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.096 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.096 Diagnosis:9ccs159:UTI:0.096 Diagnosis:9ccs243:Poisn nonmed:0.091 Number of Visits:0.090 Diagnosis:9ccs92:Otitis media:0.090 Diagnosis:9ccs10:Immuniz/scrn:0.088 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 275 | OR_unadj: 0.925 [0.551 1.552] | indivs AUC:0.517 Correlated most with: Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.847 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.617 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.538 Maternal Maternal Lab History: WBC-otherPregnancy:-0.484 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.392 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:-0.236 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.208 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.196 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.181 Maternal Vital: PL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 152 | OR_unadj: 0.568 [0.258 1.251] | indivs AUC:0.488 Correlated most with: Maternal Vital: PL-postPregnancy:1.000 Maternal Maternal Lab History: RET %-postPregnancy:0.199 Maternal Maternal Lab History: RET ABS-postPregnancy:0.194 Maternal Maternal Lab History: RETIC HGB-postPregnancy:-0.185 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:0.174 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:0.174 Maternal Maternal Lab History: IRON-otherPregnancy:0.174 Maternal Maternal Lab History: FOLATE-otherPregnancy:0.174 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:-0.169 Maternal Vital: HR-postPregnancy:0.159 Maternal Maternal Lab History: AFP-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 115 | OR_unadj: 0.763 [0.322 1.808] | indivs AUC:0.483 Correlated most with: Maternal Maternal Lab History: AFP-postPregnancy:1.000 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.378 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.348 Newborn Diagnosis:9ccs216:Nerv cong an:0.305 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.219 Maternal Maternal Lab History: AFP-otherPregnancy:0.209 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.202 Maternal Maternal Lab History: PATIENT-postPregnancy:0.195 Maternal Maternal Lab History: APTT-postPregnancy:0.195 Maternal Maternal Lab History: AMP/SULBACTAM-postPregnancy:-0.195 Maternal Maternal Lab History: WBC-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 281 | OR_unadj: 1.232 [0.769 1.973] | indivs AUC:0.525 Correlated most with: Maternal Maternal Lab History: WBC-otherPregnancy:1.000 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.823 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.574 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.484 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.413 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.298 Maternal Maternal Lab History: WBC-postPregnancy:0.291 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.283 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.257 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.221 Vital: Wt Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 305 | OR_unadj: 0.948 [0.596 1.507] | indivs AUC:0.535 Correlated most with: Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.119 Diagnosis:9ccs44:Neoplsm unsp:0.110 Maternal Diagnosis:9ccs184:Early labor:-0.109 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.105 Maternal Diagnosis:9ccs122:Pneumonia:0.104 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.099 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.098 Maternal Diagnosis:9ccs185:Long pregncy:0.098 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.097 Newborn Diagnosis:9ccs219:Low birth wt:-0.097 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 86 | OR_unadj: 0.864 [0.299 2.498] | indivs AUC:0.497 Correlated most with: Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.555 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.253 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.224 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.210 Maternal Diagnosis:9ccs126:Ot up rsp in:0.179 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.169 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.168 Maternal Vital: Ht-otherPregnancy:-0.158 Maternal Maternal Lab History: MPV-otherPregnancy:0.145 Diagnosis:9ccs134:Ot uppr resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 127 | OR_unadj: 1.126 [0.691 1.835] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:1.000 Number of Visits:0.199 Diagnosis:9ccs62:Coag/hemr dx:0.150 Diagnosis:9ccs133:Oth low resp:0.134 Diagnosis:9ccs126:Ot up rsp in:0.114 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.099 Diagnosis:9ccs90:Eye infectn:0.095 Diagnosis:9ccs123:Influenza:0.093 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.092 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.089 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 237 | OR_unadj: 0.759 [0.418 1.376] | indivs AUC:0.482 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.855 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.261 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.256 Maternal Maternal Procedure History:86703-otherPregnancy:-0.186 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.151 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.144 Maternal Maternal Lab History: WBC-otherPregnancy:0.134 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.132 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.129 * Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 126 | OR_unadj: 2.633 [1.381 5.022] | indivs AUC:0.524 Correlated most with: Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:1.000 Maternal Maternal Lab History: VLDL-postPregnancy:0.763 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.672 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.390 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.364 Maternal Maternal Lab History: LH-postPregnancy:-0.286 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.265 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.225 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.217 Maternal Maternal Lab History: FASTING-postPregnancy:0.214 * Maternal Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 3.571 [1.159 11.003] | indivs AUC:0.509 Correlated most with: Maternal Diagnosis:9ccs48:Thyroid dsor:1.000 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.244 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.243 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.224 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.219 Maternal Maternal Lab History: FREE T3-postPregnancy:-0.217 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.197 Maternal Maternal Lab History: TSH-otherPregnancy:-0.197 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:-0.197 Maternal Maternal Lab History: IRON-otherPregnancy:-0.197 Diagnosis:9ccs198:Ot infl skin | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 195 | OR_unadj: 0.769 [0.490 1.205] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs198:Ot infl skin:1.000 Diagnosis:9ccs253:Allergy:0.131 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.106 Diagnosis:9ccs200:Oth skin dx:0.104 Diagnosis:9ccs94:Other ear dx:0.084 Diagnosis:9ccs133:Oth low resp:0.084 Number of Visits:0.083 Diagnosis:9ccs211:Ot conn tiss:0.081 Diagnosis:9ccs61:Sickle cell:0.075 Diagnosis:9ccs257:Ot aftercare:0.075 Maternal Maternal Lab History: BUN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 117 | OR_unadj: 1.588 [0.846 2.979] | indivs AUC:0.462 Correlated most with: Maternal Maternal Lab History: BUN-postPregnancy:1.000 Maternal Maternal Lab History: SODIUM-postPregnancy:0.311 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.239 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.236 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.234 Maternal Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.224 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.202 Maternal Maternal Lab History: BUN-otherPregnancy:0.200 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.192 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.183 Maternal Maternal Lab History: ESTRIOL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 91 | OR_unadj: 0.851 [0.329 2.200] | indivs AUC:0.489 Correlated most with: Maternal Maternal Lab History: ESTRIOL-otherPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.555 Maternal Maternal Lab History: AFP-otherPregnancy:0.289 Maternal Maternal Procedure History:J7300-postPregnancy:0.258 Maternal Maternal Procedure History:58300-postPregnancy:0.227 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.199 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.199 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.197 Maternal Diagnosis:9ccs126:Ot up rsp in:0.187 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.168 Diagnosis:9ccs113:Late eff CVD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 1.437 [0.830 2.488] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs113:Late eff CVD:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.180 Diagnosis:9ccs94:Other ear dx:0.141 Maternal Maternal Procedure History:97001-postPregnancy:0.141 Diagnosis:9ccs83:Epilepsy/cnv:0.113 Diagnosis:9ccs145:Int obstruct:0.106 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.106 Diagnosis:9ccs70:Schizo/rl dx:0.106 Maternal Diagnosis:9ccs56:Cystic fibro:0.106 Diagnosis:9ccs118:Phlebitis:0.106 * Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: 3.350 [1.306 8.592] | indivs AUC:0.487 Correlated most with: Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.240 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.220 Maternal Maternal Lab History: FREE T3-otherPregnancy:-0.208 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.192 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.147 Maternal Maternal Lab History: FOLATE-postPregnancy:-0.142 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.138 Maternal Maternal Lab History: THYROGLOBULIN AB-postPregnancy:-0.138 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:-0.135 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 236 | OR_unadj: 1.482 [0.910 2.416] | indivs AUC:0.529 Correlated most with: Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:1.000 Maternal Maternal Lab History: WBC-otherPregnancy:0.823 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.703 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.617 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.552 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.241 Maternal Maternal Lab History: WBC-postPregnancy:0.236 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.227 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.192 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.174 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 260 | OR_unadj: 0.951 [0.495 1.828] | indivs AUC:0.479 Correlated most with: Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:1.000 Maternal Maternal Procedure History:99401-otherPregnancy:0.468 Maternal Maternal Procedure History:81000-otherPregnancy:0.376 Maternal Maternal Procedure History:S9470-otherPregnancy:0.324 Maternal Maternal Procedure History:86703-otherPregnancy:0.287 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.285 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.253 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.209 Maternal Maternal Procedure History:96372-otherPregnancy:0.209 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.181 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 226 | OR_unadj: 0.844 [0.463 1.535] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.971 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:0.261 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.246 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.161 Diagnosis:9ccs52:Nutrit defic:0.150 Maternal Maternal Procedure History:36416-postPregnancy:0.149 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.146 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.141 Maternal Maternal Lab History: HCG-otherPregnancy:0.139 Newborn Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 74 | OR_unadj: 1.095 [0.581 2.061] | indivs AUC:0.506 Correlated most with: Newborn Diagnosis:9ccs259:Unclassified:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.304 Maternal Diagnosis:9ccs186:DM in preg:0.292 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.123 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.122 Maternal Diagnosis:9ccs24:Breast cancr:0.114 Maternal Diagnosis:9ccs4:Mycoses:0.114 Maternal Diagnosis:9ccs47:Ot bnign neo:0.114 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.110 Maternal Maternal Procedure History:97140-postPregnancy:0.106 Maternal Maternal Lab History: ALBUMIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 217 | OR_unadj: 1.064 [0.613 1.847] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: ALBUMIN-otherPregnancy:1.000 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.796 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.634 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.345 Maternal Maternal Lab History: RBC-otherPregnancy:0.333 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.292 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.267 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.244 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.235 Maternal Maternal Lab History: Alk Phos-otherPregnancy:-0.216 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 236 | OR_unadj: 1.016 [0.619 1.668] | indivs AUC:0.517 Correlated most with: Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:1.000 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:0.261 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.192 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.180 Maternal Maternal Lab History: WBC-otherPregnancy:-0.174 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:0.164 Maternal Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:-0.152 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.148 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.143 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.139 Maternal Maternal Lab History: CALCIUM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 222 | OR_unadj: 1.175 [0.712 1.939] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: CALCIUM-otherPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.634 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.549 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.345 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.335 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.322 Maternal Maternal Lab History: RBC-otherPregnancy:0.293 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:0.228 Maternal Maternal Lab History: RDW-otherPregnancy:-0.221 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.217 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 221 | OR_unadj: 0.728 [0.424 1.248] | indivs AUC:0.497 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:-0.971 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.280 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.256 Maternal Maternal Lab History: HCG-otherPregnancy:-0.152 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:-0.146 Maternal Maternal Lab History: hCG MoM-otherPregnancy:-0.145 Diagnosis:9ccs52:Nutrit defic:-0.144 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.144 Maternal Maternal Procedure History:36416-postPregnancy:-0.142 Maternal Diagnosis:9ccs90:Eye infectn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs90:Eye infectn:1.000 Maternal Diagnosis:9ccs91:Other eye dx:0.257 Diagnosis:9ccs140:Gastritis:0.151 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.064 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.064 Diagnosis:9ccs137:Mouth dx:0.064 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.063 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.062 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:0.062 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:-0.058 Diagnosis:9ccs74:Ot mentl cnd | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 146 | OR_unadj: 1.311 [0.844 2.037] | indivs AUC:0.543 Correlated most with: Diagnosis:9ccs74:Ot mentl cnd:1.000 Diagnosis:9ccs95:Oth nerv dx:0.195 Diagnosis:9ccs113:Late eff CVD:0.180 Number of Visits:0.177 Newborn Diagnosis:9ccs219:Low birth wt:0.126 Diagnosis:9ccs159:UTI:0.115 Diagnosis:9ccs94:Other ear dx:0.111 Diagnosis:9ccs58:Ot nutrit dx:0.102 Diagnosis:9ccs238:Complic proc:0.100 Diagnosis:9ccs217:Ot cong anom:0.099 Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 148 | OR_unadj: 0.870 [0.532 1.422] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs217:Ot cong anom:1.000 Diagnosis:9ccs89:Blindness:0.259 Diagnosis:9ccs91:Other eye dx:0.181 Diagnosis:9ccs47:Ot bnign neo:0.154 Diagnosis:9ccs95:Oth nerv dx:0.112 Number of Visits:0.110 Diagnosis:9ccs257:Ot aftercare:0.107 Diagnosis:9ccs10:Immuniz/scrn:0.102 Diagnosis:9ccs216:Nerv cong an:0.101 Diagnosis:9ccs74:Ot mentl cnd:0.099 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 236 | OR_unadj: 1.333 [0.822 2.163] | indivs AUC:0.513 Correlated most with: Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:1.000 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.648 Maternal Maternal Lab History: WBC-otherPregnancy:0.574 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.552 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.315 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.309 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.236 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.223 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:0.193 Maternal Maternal Lab History: WBC-postPregnancy:0.176 Diagnosis:9ccs250:Nausea/vomit | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 1.460 [0.855 2.494] | indivs AUC:0.543 Correlated most with: Diagnosis:9ccs250:Nausea/vomit:1.000 Number of Visits:0.168 Diagnosis:9ccs155:Other GI dx:0.124 Diagnosis:9ccs141:Ot dx stomch:0.120 Diagnosis:9ccs233:Intracrn inj:0.103 Newborn Diagnosis:9ccs59:Anemia:0.103 Diagnosis:9ccs73:Preadult dx:0.103 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.103 Diagnosis:9ccs120:Hemmorhoids:0.103 Newborn Diagnosis:9ccs176:Contraceptiv:0.103 Maternal Maternal Lab History: Alk Phos-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 215 | OR_unadj: 1.115 [0.606 2.053] | indivs AUC:0.479 Correlated most with: Maternal Maternal Lab History: Alk Phos-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:0.320 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:0.258 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:-0.216 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.206 Maternal Maternal Lab History: AST-otherPregnancy:0.202 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.197 Maternal Maternal Lab History: MPV-otherPregnancy:0.196 Maternal Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.185 Maternal Vital: Ht-otherPregnancy:-0.179 Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 140 | OR_unadj: 0.818 [0.490 1.368] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs91:Other eye dx:1.000 Diagnosis:9ccs89:Blindness:0.284 Diagnosis:9ccs217:Ot cong anom:0.181 Number of Visits:0.151 Diagnosis:9ccs155:Other GI dx:0.113 Diagnosis:9ccs90:Eye infectn:0.101 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.093 Diagnosis:9ccs10:Immuniz/scrn:0.086 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.083 Diagnosis:9ccs233:Intracrn inj:0.081 Maternal Maternal Lab History: GAMMA GT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 104 | OR_unadj: 0.446 [0.105 1.896] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: GAMMA GT-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.442 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.370 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.321 Maternal Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:-0.318 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.306 Maternal Maternal Lab History: AST-postPregnancy:0.292 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.284 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:-0.281 Maternal Maternal Lab History: ALT-postPregnancy:0.260 Maternal Maternal Lab History: AST-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 201 | OR_unadj: 0.983 [0.511 1.891] | indivs AUC:0.479 Correlated most with: Maternal Maternal Lab History: AST-otherPregnancy:1.000 Maternal Maternal Lab History: ALT-otherPregnancy:0.706 Maternal Maternal Lab History: AMYLASE-otherPregnancy:-0.236 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.202 Maternal Maternal Lab History: LIPASE-otherPregnancy:-0.189 Maternal Maternal Lab History: AST-postPregnancy:0.162 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.158 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.139 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.136 Newborn Diagnosis:9ccs197:Skin infectn:0.126 Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 136 | OR_unadj: 0.734 [0.428 1.260] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs94:Other ear dx:1.000 Number of Visits:0.213 Diagnosis:9ccs113:Late eff CVD:0.141 Diagnosis:9ccs126:Ot up rsp in:0.123 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.116 Diagnosis:9ccs74:Ot mentl cnd:0.111 Diagnosis:9ccs155:Other GI dx:0.100 Diagnosis:9ccs257:Ot aftercare:0.099 Diagnosis:9ccs135:Intest infct:0.095 Diagnosis:9ccs239:Superfic inj:0.090 Maternal Maternal Lab History: ALT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 214 | OR_unadj: 0.994 [0.483 2.045] | indivs AUC:0.481 Correlated most with: Maternal Maternal Lab History: ALT-otherPregnancy:1.000 Maternal Maternal Lab History: AST-otherPregnancy:0.706 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.295 Maternal Maternal Lab History: AMYLASE-otherPregnancy:-0.228 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.206 Maternal Maternal Lab History: LIPASE-otherPregnancy:-0.196 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.195 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.191 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.180 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.163 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 271 | OR_unadj: 0.887 [0.487 1.618] | indivs AUC:0.521 Correlated most with: Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:1.000 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.272 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.223 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.185 Maternal Vital: SpO2-otherPregnancy:0.130 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.125 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.123 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.122 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.115 Maternal Vital: HR-otherPregnancy:-0.112 Maternal Maternal Procedure History:36415-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 133 | OR_unadj: 0.938 [0.323 2.726] | indivs AUC:0.519 Correlated most with: Maternal Maternal Procedure History:36415-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.392 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.364 Diagnosis:9ccs246:FUO:0.284 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.283 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:-0.283 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.283 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.260 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:0.247 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.235 Maternal Maternal Procedure History:99401-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 246 | OR_unadj: 1.278 [0.742 2.202] | indivs AUC:0.516 Correlated most with: Maternal Maternal Procedure History:99401-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.468 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.440 Maternal Maternal Procedure History:86703-otherPregnancy:0.403 Maternal Maternal Procedure History:99401-postPregnancy:0.398 Maternal Maternal Procedure History:81000-otherPregnancy:0.329 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.312 Maternal Maternal Procedure History:86703-postPregnancy:0.222 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.187 Maternal Maternal Procedure History:96372-otherPregnancy:0.155 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 131 | OR_unadj: 1.045 [0.525 2.080] | indivs AUC:0.483 Correlated most with: Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.285 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.278 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.263 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.184 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.154 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.154 Maternal Maternal Procedure History:99211-otherPregnancy:0.151 Maternal Maternal Lab History: TSH-postPregnancy:-0.144 Maternal Vital: BP-otherPregnancy:0.139 Maternal Maternal Lab History: TP PERIOD-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: TP PERIOD-postPregnancy:1.000 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:0.953 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.474 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.433 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.264 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:0.252 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.242 Maternal Maternal Lab History: TP VOLUME-postPregnancy:-0.229 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.224 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.222 * Diagnosis:9ccs234:Crush injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 2.704 [1.154 6.333] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs234:Crush injury:1.000 Maternal Diagnosis:9ccs2617:E Codes: Adverse effects of medical drugs:0.199 Maternal Maternal Lab History: HEMOGLOBIN S-otherPregnancy:-0.142 Lab:296169 RETICULOCYTE COUNT- LMC:0.142 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:-0.142 Maternal Diagnosis:9ccs133:Oth low resp:0.138 Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.121 Maternal Maternal Procedure History:J7300-postPregnancy:0.113 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.099 Maternal Maternal Procedure History:58300-postPregnancy:0.098 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 87 | OR_unadj: 0.347 [0.083 1.457] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:1.000 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.195 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.192 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.183 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.181 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.177 Diagnosis:9ccs199:Ulcer skin:0.176 Newborn Diagnosis:9ccs197:Skin infectn:0.176 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:-0.175 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.171 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 216 | OR_unadj: 0.935 [0.532 1.643] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.796 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.549 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.297 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.289 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.275 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.233 Maternal Maternal Lab History: RBC-otherPregnancy:0.206 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:0.201 Maternal Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:0.191 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 101 | OR_unadj: 0.717 [0.280 1.836] | indivs AUC:0.477 Correlated most with: Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:1.000 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:-0.663 Maternal Maternal Lab History: VLDL-postPregnancy:-0.383 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.364 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.244 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.190 Maternal Maternal Lab History: PH-postPregnancy:0.184 Maternal Maternal Procedure History:90471-postPregnancy:0.181 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:-0.177 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.171 Maternal Maternal Lab History: POTASSIUM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 222 | OR_unadj: 0.922 [0.493 1.724] | indivs AUC:0.477 Correlated most with: Maternal Maternal Lab History: POTASSIUM-otherPregnancy:1.000 Maternal Maternal Lab History: POTASSIUM-postPregnancy:0.306 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.250 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.228 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.213 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.201 Maternal Maternal Lab History: MPV-otherPregnancy:-0.190 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:-0.157 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.156 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.155 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 281 | OR_unadj: 0.987 [0.602 1.619] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:1.000 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.488 Maternal Maternal Lab History: MPV-otherPregnancy:-0.420 Maternal Maternal Lab History: WBC-otherPregnancy:0.283 Maternal Maternal Lab History: MPV-postPregnancy:-0.282 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.256 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:0.250 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.227 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.223 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.180 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 86 | OR_unadj: 0.178 [0.024 1.313] | indivs AUC:0.493 Correlated most with: Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:1.000 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.789 Maternal Maternal Lab History: WEIGHT-otherPregnancy:-0.365 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.316 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:-0.309 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:0.305 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.240 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.224 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.176 Maternal Vital: RR-otherPregnancy:-0.169 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 128 | OR_unadj: 0.276 [0.066 1.149] | indivs AUC:0.495 Correlated most with: Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.380 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.324 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.263 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.263 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.229 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.219 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.198 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.184 Maternal Maternal Procedure History:97112-postPregnancy:0.183 Maternal Maternal Lab History: SODIUM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 222 | OR_unadj: 1.020 [0.598 1.741] | indivs AUC:0.497 Correlated most with: Maternal Maternal Lab History: SODIUM-otherPregnancy:1.000 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:0.449 Maternal Maternal Lab History: SODIUM-postPregnancy:0.265 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.264 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.216 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.188 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.173 Newborn Diagnosis:9ccs5:HIV infectn:-0.146 Maternal Maternal Lab History: MCH-otherPregnancy:0.146 Maternal Diagnosis:9ccs175:Ot femal gen:-0.141 Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 179 | OR_unadj: 0.756 [0.357 1.602] | indivs AUC:0.489 Correlated most with: Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:1.000 Maternal Maternal Lab History: SODIUM-postPregnancy:0.215 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.204 Maternal Maternal Procedure History:86703-postPregnancy:0.197 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.184 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.171 Maternal Maternal Lab History: BUN-otherPregnancy:0.161 Maternal Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:-0.145 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.136 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.125 Maternal Maternal Procedure History:86703-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 119 | OR_unadj: 1.416 [0.527 3.808] | indivs AUC:0.502 Correlated most with: Maternal Maternal Procedure History:86703-otherPregnancy:1.000 Maternal Maternal Procedure History:86703-postPregnancy:0.446 Maternal Maternal Procedure History:99401-otherPregnancy:0.403 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.287 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.231 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.224 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.192 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.186 Maternal Maternal Lab History: A/G-otherPregnancy:-0.184 Maternal Maternal Procedure History:97803-otherPregnancy:0.184 Maternal Maternal Procedure History:81025-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 192 | OR_unadj: 1.195 [0.632 2.260] | indivs AUC:0.499 Correlated most with: Maternal Maternal Procedure History:81025-postPregnancy:1.000 Maternal Maternal Procedure History:J1055-postPregnancy:0.361 Maternal Maternal Procedure History:90772-postPregnancy:0.339 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.273 Maternal Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:-0.210 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.169 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.165 Maternal Maternal Procedure History:90746-postPregnancy:-0.157 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.155 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.151 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 66 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.478 Correlated most with: Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:1.000 Maternal Maternal Procedure History:87880-postPregnancy:0.693 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.637 Maternal Maternal Diagnosis:9ccs123:Influenza-postPregnancy:0.570 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.462 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.413 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.373 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.289 Diagnosis:9ccs223:Birth trauma:0.171 Diagnosis:9ccs211:Ot conn tiss:0.158 Maternal Maternal Lab History: CREATININE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 223 | OR_unadj: nan [ nan nan] | indivs AUC:0.481 Correlated most with: Maternal Maternal Lab History: CREATININE-otherPregnancy:1.000 Maternal Maternal Procedure History:99000-otherPregnancy:0.462 Maternal Maternal Procedure History:90656-otherPregnancy:0.386 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.381 Maternal Maternal Lab History: CREATININE-postPregnancy:0.298 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.251 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.247 Maternal Maternal Procedure History:81000-postPregnancy:-0.198 Maternal Maternal Lab History: BUN-postPregnancy:0.140 MatDeliveryAge:0.137 Maternal Maternal Procedure History:99401-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 110 | OR_unadj: 0.701 [0.209 2.344] | indivs AUC:0.511 Correlated most with: Maternal Maternal Procedure History:99401-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.504 Maternal Maternal Procedure History:86703-postPregnancy:0.481 Maternal Maternal Procedure History:99401-otherPregnancy:0.398 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.345 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.330 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.324 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.317 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.282 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.272 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:1.000 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.878 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.475 Maternal Maternal Lab History: TP PERIOD-postPregnancy:0.433 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:0.417 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.295 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.236 Diagnosis:9ccs243:Poisn nonmed:0.213 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:-0.192 Lab:292495 LEAD LEVEL - Sunrise:-0.180 Diagnosis:9ccs151:Oth liver dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 168 | OR_unadj: 0.696 [0.423 1.144] | indivs AUC:0.532 Correlated most with: Diagnosis:9ccs151:Oth liver dx:1.000 Diagnosis:9ccs222:Perint jaund:0.187 Lab:294203 BILIRUBIN TOTAL - LMC:-0.128 Maternal Diagnosis:9ccs250:Nausea/vomit:0.104 Diagnosis:9ccs10:Immuniz/scrn:0.099 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.097 Number of Visits:0.095 Diagnosis:9ccs224:Ot perint dx:0.092 Maternal Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.090 Maternal Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:-0.089 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 126 | OR_unadj: 1.741 [0.922 3.285] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:1.000 Maternal Maternal Lab History: LDL-postPregnancy:0.699 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.420 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.390 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.331 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.287 Maternal Vital: Wt Percentile-otherPregnancy:0.245 Maternal Maternal Lab History: VLDL-postPregnancy:0.240 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.225 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.211 Maternal Maternal Lab History: POLYS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 144 | OR_unadj: 1.016 [0.527 1.959] | indivs AUC:0.471 Correlated most with: Maternal Maternal Lab History: POLYS-postPregnancy:1.000 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.348 Maternal Maternal Lab History: MONOS-postPregnancy:-0.262 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.244 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.215 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:-0.210 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:-0.210 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.210 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:0.197 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:0.197 Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 189 | OR_unadj: 0.638 [0.393 1.036] | indivs AUC:0.466 Correlated most with: Diagnosis:9ccs133:Oth low resp:1.000 Number of Visits:0.337 Diagnosis:9ccs128:Asthma:0.220 Diagnosis:9ccs7:Viral infect:0.182 Diagnosis:9ccs126:Ot up rsp in:0.167 Diagnosis:9ccs127:COPD:0.166 Diagnosis:9ccs122:Pneumonia:0.161 Diagnosis:9ccs125:Bronchitis:0.156 Diagnosis:9ccs257:Ot aftercare:0.147 Diagnosis:9ccs256:Exam/eval:0.146 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 0.851 [0.329 2.200] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:1.000 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.430 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.316 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.276 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.252 Maternal Maternal Lab History: AFP-otherPregnancy:0.244 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.234 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.213 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.207 Maternal Maternal Procedure History:36415-otherPregnancy:-0.205 Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 113 | OR_unadj: 0.653 [0.353 1.206] | indivs AUC:0.516 Correlated most with: Diagnosis:9ccs259:Unclassified:1.000 Diagnosis:9ccs61:Sickle cell:0.111 Number of Visits:0.108 Maternal Diagnosis:9ccs53:Hyperlipidem:0.101 Diagnosis:9ccs96:Hrt valve dx:0.096 Diagnosis:9ccs242:Poisn ot med:0.093 Maternal Diagnosis:9ccs102:Chest pain:0.091 Diagnosis:9ccs254:Rehab:0.091 Maternal Diagnosis:9ccs160:Urin stone:0.091 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.089 Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 129 | OR_unadj: 0.612 [0.339 1.102] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs256:Exam/eval:1.000 Number of Visits:0.179 Diagnosis:9ccs133:Oth low resp:0.146 Diagnosis:9ccs200:Oth skin dx:0.140 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.126 Diagnosis:9ccs239:Superfic inj:0.120 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.117 Diagnosis:9ccs155:Other GI dx:0.112 Maternal Maternal Procedure History:99401-otherPregnancy:0.100 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.099 Maternal Maternal Procedure History:36415-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 120 | OR_unadj: 0.781 [0.329 1.854] | indivs AUC:0.491 Correlated most with: Maternal Maternal Procedure History:36415-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.298 Maternal Vital: Temp-otherPregnancy:-0.219 Maternal Maternal Procedure History:36415-postPregnancy:0.214 Maternal Maternal Procedure History:S9470-postPregnancy:0.211 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.209 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:-0.205 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.202 Maternal Maternal Procedure History:81000-otherPregnancy:0.200 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-otherPregnancy:-0.180 Diagnosis:9ccs247:Lymph enlarg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 1.416 [0.527 3.808] | indivs AUC:0.515 Correlated most with: Diagnosis:9ccs247:Lymph enlarg:1.000 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.206 Diagnosis:9ccs254:Rehab:0.199 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.184 Maternal Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:0.165 Maternal Maternal Procedure History:99211-otherPregnancy:0.164 Maternal Maternal Lab History: FOLATE-postPregnancy:-0.160 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.160 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.157 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.144 Maternal Maternal Procedure History:90656-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: nan [ nan nan] | indivs AUC:0.508 Correlated most with: Maternal Maternal Procedure History:90656-otherPregnancy:1.000 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.386 Maternal Maternal Procedure History:99000-otherPregnancy:0.271 Maternal Maternal Procedure History:81000-otherPregnancy:-0.219 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.198 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.183 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.177 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.169 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.156 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:-0.155 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 222 | OR_unadj: 1.210 [0.748 1.956] | indivs AUC:0.521 Correlated most with: Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.345 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.345 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.297 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.269 Maternal Maternal Lab History: SODIUM-otherPregnancy:0.264 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.254 Maternal Maternal Lab History: ANION GAP-otherPregnancy:-0.253 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.210 Maternal Maternal Lab History: Alk Phos-otherPregnancy:-0.197 Diagnosis:9ccs122:Pneumonia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 123 | OR_unadj: 1.174 [0.719 1.916] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs122:Pneumonia:1.000 Number of Visits:0.235 Diagnosis:9ccs128:Asthma:0.211 Diagnosis:9ccs125:Bronchitis:0.164 Diagnosis:9ccs133:Oth low resp:0.161 Diagnosis:9ccs127:COPD:0.147 Diagnosis:9ccs92:Otitis media:0.145 Diagnosis:9ccs126:Ot up rsp in:0.115 Diagnosis:9ccs59:Anemia:0.103 Maternal Diagnosis:9ccs238:Complic proc:0.098 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.782 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.688 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.600 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.573 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.517 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.442 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.397 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.384 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.380 Maternal Maternal Lab History: FREE T-4-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: FREE T-4-postPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.463 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:-0.423 Maternal Maternal Procedure History:97035-postPregnancy:0.384 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.345 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.284 Maternal Maternal Lab History: FREE T3-otherPregnancy:0.255 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.250 Maternal Vital: PEF-postPregnancy:0.232 Maternal Maternal Lab History: HEMOGLOBIN S-otherPregnancy:0.232 Maternal Maternal Lab History: CHLORIDE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 222 | OR_unadj: 1.364 [0.840 2.215] | indivs AUC:0.527 Correlated most with: Maternal Maternal Lab History: CHLORIDE-otherPregnancy:1.000 Maternal Maternal Lab History: SODIUM-otherPregnancy:0.449 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:-0.289 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:-0.244 Maternal Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:-0.222 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:-0.218 Maternal Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.217 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.208 Maternal Maternal Lab History: CALCIUM-otherPregnancy:-0.208 Maternal Maternal Lab History: PT-otherPregnancy:-0.206 Maternal Maternal Procedure History:90471-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 103 | OR_unadj: 0.162 [0.022 1.192] | indivs AUC:0.493 Correlated most with: Maternal Maternal Procedure History:90471-postPregnancy:1.000 Maternal Maternal Procedure History:90649-postPregnancy:0.530 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.318 Maternal Diagnosis:9ccs217:Ot cong anom:0.283 Maternal Maternal Procedure History:90658-postPregnancy:0.203 Maternal Maternal Procedure History:90746-postPregnancy:0.190 Maternal Maternal Lab History: A/G-postPregnancy:0.189 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.181 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.178 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.171 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 56 | OR_unadj: 1.698 [0.464 6.213] | indivs AUC:0.521 Correlated most with: Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.423 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.257 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.248 Maternal Maternal Lab History: T-3 UPTAKE-postPregnancy:-0.215 Maternal Maternal Lab History: T-4-postPregnancy:-0.215 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.211 Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:0.205 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.174 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.171 Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 1.277 [0.612 2.665] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs143:Abdom hernia:1.000 Newborn Diagnosis:9ccs143:Abdom hernia:0.141 Diagnosis:9ccs73:Preadult dx:0.141 Maternal Diagnosis:9ccs235:Opn wnd head:0.141 Maternal Diagnosis:9ccs2603:E Codes: Fall:0.141 Maternal Diagnosis:10ccs58:Ot nutrit dx:0.141 Diagnosis:9ccs118:Phlebitis:0.141 Diagnosis:9ccs87:Retinal dx:0.141 Diagnosis:9ccs142:Appendicitis:0.141 Diagnosis:9ccs5:HIV infectn:0.141 Maternal Diagnosis:9ccs188:Pelvic obstr | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 1.360 [0.552 3.350] | indivs AUC:0.502 Correlated most with: Maternal Diagnosis:9ccs188:Pelvic obstr:1.000 Diagnosis:9ccs188:Pelvic obstr:0.252 Diagnosis:9ccs199:Ulcer skin:0.178 Newborn Diagnosis:9ccs176:Contraceptiv:0.178 Diagnosis:9ccs145:Int obstruct:0.178 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.165 Maternal Maternal Procedure History:36416-postPregnancy:0.165 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.162 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.156 Newborn Diagnosis:9ccs223:Birth trauma:0.153 Maternal Maternal Lab History: MONOS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 144 | OR_unadj: 1.430 [0.767 2.666] | indivs AUC:0.538 Correlated most with: Maternal Maternal Lab History: MONOS-postPregnancy:1.000 Maternal Maternal Lab History: MONOS-otherPregnancy:0.269 Maternal Maternal Lab History: POLYS-postPregnancy:-0.262 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:0.186 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:-0.178 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:-0.178 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.170 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.161 Maternal Diagnosis:9ccs245:Syncope:0.161 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.154 Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 0.917 [0.429 1.960] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs224:Ot perint dx:1.000 Diagnosis:9ccs168:PID:0.178 Maternal Maternal Lab History: A/G-otherPregnancy:-0.166 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.141 Diagnosis:9ccs205:Back problem:0.140 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.131 Newborn Diagnosis:9ccs59:Anemia:0.130 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.130 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.117 Maternal Maternal Lab History: CHOLIC ACID-postPregnancy:0.116 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 112 | OR_unadj: 0.586 [0.208 1.658] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:1.000 Maternal Maternal Lab History: TSH-otherPregnancy:0.331 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.263 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.262 Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:-0.218 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.216 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.176 Maternal Maternal Lab History: HERPES I IgG-otherPregnancy:-0.173 Maternal Maternal Lab History: BUN-otherPregnancy:0.147 Maternal Maternal Lab History: PH-otherPregnancy:0.139 Maternal Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.418 [0.574 3.504] | indivs AUC:0.513 Correlated most with: Maternal Diagnosis:9ccs259:Unclassified:1.000 Maternal Diagnosis:9ccs44:Neoplsm unsp:0.181 Maternal Diagnosis:9ccs4:Mycoses:0.181 Maternal Diagnosis:9ccs121:Oth vein dx:0.181 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.165 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.163 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.160 Maternal Maternal Lab History: RETIC HGB-postPregnancy:-0.145 Maternal Diagnosis:9ccs168:PID:0.139 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.135 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:1.000 Maternal Maternal Lab History: FREE T3-postPregnancy:0.293 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.284 Maternal Maternal Lab History: FREE T3-otherPregnancy:0.267 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.253 Maternal Vital: PEF-postPregnancy:0.239 Maternal Maternal Lab History: HEMOGLOBIN S-otherPregnancy:0.239 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.236 Diagnosis:9ccs175:Ot femal gen:0.205 Maternal Maternal Lab History: A/G-otherPregnancy:0.197 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 103 | OR_unadj: 0.633 [0.249 1.612] | indivs AUC:0.483 Correlated most with: Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:1.000 Maternal Maternal Lab History: AFP-otherPregnancy:0.412 Maternal Maternal Lab History: METAMYELOCYTE-otherPregnancy:-0.326 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.309 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.253 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.228 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.219 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.212 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.170 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:-0.153 Maternal Maternal Procedure History:86580-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 233 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.488 Correlated most with: Maternal Maternal Procedure History:86580-otherPregnancy:1.000 Maternal Diagnosis:9ccs3:Oth bact inf:0.273 Maternal Maternal Procedure History:86580-postPregnancy:0.267 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.222 Maternal Maternal Lab History: IRON-otherPregnancy:0.193 Maternal Maternal Lab History: FOLATE-otherPregnancy:0.193 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:0.193 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:0.193 Maternal Vital: BMI-otherPregnancy:0.179 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.172 Maternal Maternal Procedure History:90471-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 88 | OR_unadj: 1.745 [0.564 5.394] | indivs AUC:0.514 Correlated most with: Maternal Maternal Procedure History:90471-otherPregnancy:1.000 Newborn Diagnosis:9ccs197:Skin infectn:0.218 Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.202 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.193 Maternal Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:-0.191 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:-0.191 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.191 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.186 Maternal Maternal Lab History: LH-postPregnancy:-0.178 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.167 Maternal Maternal Procedure History:86580-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 86 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Procedure History:86580-postPregnancy:1.000 Maternal Vital: PEF-postPregnancy:-0.403 Maternal Maternal Procedure History:90746-postPregnancy:0.384 Maternal Maternal Procedure History:86580-otherPregnancy:0.267 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.232 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.231 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.229 Maternal Maternal Lab History: eGFR-otherPregnancy:-0.210 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.201 Maternal Maternal Lab History: VARICELLA IGM-postPregnancy:0.200 Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 116 | OR_unadj: 1.341 [0.705 2.553] | indivs AUC:0.522 Correlated most with: Lab:295669 BILIRUBIN DIRECT - LMC:1.000 Maternal Diagnosis:9ccs200:Oth skin dx:-0.224 Lab:296169 RETICULOCYTE COUNT- LMC:-0.218 Lab:294203 BILIRUBIN TOTAL - LMC:0.191 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.139 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.125 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.115 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.112 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.102 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.097 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 142 | OR_unadj: 1.189 [0.401 3.524] | indivs AUC:0.519 Correlated most with: Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:1.000 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.388 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.385 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.383 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:0.265 Maternal Vital: Temp-otherPregnancy:0.231 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.217 Maternal Maternal Lab History: POLYS-postPregnancy:-0.210 Diagnosis:9ccs64:Ot hematl dx:0.200 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.191 Maternal Diagnosis:9ccs46:Bnign ut neo | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.496 Correlated most with: Maternal Diagnosis:9ccs46:Bnign ut neo:1.000 Diagnosis:9ccs215:gu cong anom:0.171 Maternal Diagnosis:9ccs172:Ovarian cyst:0.155 Maternal Diagnosis:9ccs5:HIV infectn:0.141 Diagnosis:9ccs175:Ot femal gen:0.130 Diagnosis:9ccs61:Sickle cell:0.113 Newborn Diagnosis:9ccs215:gu cong anom:0.113 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.105 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.105 Diagnosis:9ccs208:Acq foot def:0.102 Maternal Vital: Wt Change-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 160 | OR_unadj: 0.909 [0.487 1.699] | indivs AUC:0.492 Correlated most with: Maternal Vital: Wt Change-otherPregnancy:1.000 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.335 Maternal Maternal Lab History: T-4-postPregnancy:0.238 Maternal Maternal Lab History: T-3 UPTAKE-postPregnancy:0.238 Maternal Maternal Lab History: PH-otherPregnancy:-0.158 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:-0.132 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:0.130 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.130 Lab:292495 LEAD LEVEL - Sunrise:0.129 Maternal Vital: Temp-postPregnancy:-0.119 * Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 91 | OR_unadj: 4.468 [1.938 10.303] | indivs AUC:0.516 Correlated most with: Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:1.000 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.221 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:-0.190 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.188 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.166 Maternal Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.162 Maternal Maternal Lab History: LDH-otherPregnancy:0.160 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:0.147 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.141 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:-0.134 Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 130 | OR_unadj: 0.777 [0.452 1.334] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs136:Teeth dx:1.000 Number of Visits:0.169 Diagnosis:9ccs258:Other screen:0.143 Diagnosis:9ccs7:Viral infect:0.130 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.119 Diagnosis:9ccs10:Immuniz/scrn:0.102 Diagnosis:9ccs140:Gastritis:0.096 Diagnosis:9ccs133:Oth low resp:0.088 Diagnosis:9ccs197:Skin infectn:0.088 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.085 Maternal Maternal Lab History: POLYS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 88 | OR_unadj: 0.504 [0.180 1.416] | indivs AUC:0.514 Correlated most with: Maternal Maternal Lab History: POLYS-otherPregnancy:1.000 Maternal Maternal Lab History: MONOS-otherPregnancy:-0.542 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.392 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.281 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.275 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.269 Lab:323700 CULTURE THROAT W SENS - Sunrise:0.269 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.269 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.269 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.263 Maternal Maternal Lab History: LDL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 66 | OR_unadj: 2.065 [0.953 4.477] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: LDL-postPregnancy:1.000 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.699 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.330 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.305 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.296 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.278 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.252 Maternal Vital: RR-postPregnancy:0.223 Maternal Vital: SpO2-postPregnancy:-0.221 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.205 Diagnosis:9ccs243:Poisn nonmed | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs243:Poisn nonmed:1.000 Lab:292495 LEAD LEVEL - Sunrise:-0.414 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.224 Maternal Diagnosis:9ccs255:Social admin:0.222 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.213 Maternal Maternal Lab History: TP PERIOD-postPregnancy:0.213 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:0.205 Maternal Diagnosis:9ccs74:Ot mentl cnd:0.155 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.137 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:0.119 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 111 | OR_unadj: 0.938 [0.323 2.726] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:1.000 Maternal Maternal Procedure History:97001-postPregnancy:0.426 Maternal Maternal Lab History: FOLATE-postPregnancy:-0.273 Maternal Maternal Procedure History:97035-postPregnancy:-0.241 Maternal Maternal Procedure History:90658-postPregnancy:0.237 Maternal Maternal Lab History: HEMOGLOBIN S-otherPregnancy:-0.206 Diagnosis:9ccs252:Fatigue:0.192 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.170 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.165 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.163 Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 115 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.512 Correlated most with: Lab:294203 BILIRUBIN TOTAL - LMC:1.000 Lab:296169 RETICULOCYTE COUNT- LMC:-0.210 Lab:295669 BILIRUBIN DIRECT - LMC:0.191 Diagnosis:9ccs222:Perint jaund:-0.151 Diagnosis:9ccs151:Oth liver dx:-0.128 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.106 Maternal Maternal Lab History: LH-postPregnancy:0.100 Lab:294495 LEAD, BLOOD - LMC:-0.100 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.099 Diagnosis:9ccs58:Ot nutrit dx:0.092 Diagnosis:9ccs128:Asthma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 105 | OR_unadj: 1.094 [0.640 1.873] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs128:Asthma:1.000 Number of Visits:0.250 Diagnosis:9ccs125:Bronchitis:0.241 Diagnosis:9ccs133:Oth low resp:0.220 Diagnosis:9ccs122:Pneumonia:0.211 Diagnosis:9ccs257:Ot aftercare:0.152 Diagnosis:9ccs92:Otitis media:0.150 Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:0.139 Maternal Diagnosis:9ccs239:Superfic inj:0.134 Diagnosis:9ccs126:Ot up rsp in:0.130 Vital: HC Percentile-latest | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.129 [0.428 2.977] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:-0.169 Diagnosis:10ccs238:Complic proc:0.147 Diagnosis:9ccs2604:E Codes: Fire/burn:0.147 Diagnosis:9ccs16:Liver/ibd ca:0.133 Lab:323825 STREP SCREEN THROAT - Sunrise:0.122 Maternal Maternal Lab History: HERPES I IgG-otherPregnancy:0.111 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.099 Newborn Diagnosis:9ccs216:Nerv cong an:0.094 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.086 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.086 Maternal Diagnosis:9ccs175:Ot femal gen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs175:Ot femal gen:1.000 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.248 Maternal Diagnosis:9ccs163:Other GU dx:0.202 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.202 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.173 Maternal Maternal Lab History: SODIUM-otherPregnancy:-0.141 Newborn Diagnosis:9ccs96:Hrt valve dx:0.130 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.127 Diagnosis:9ccs55:Fluid/elc dx:0.125 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.105 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 95 | OR_unadj: 0.506 [0.154 1.663] | indivs AUC:0.484 Correlated most with: Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.223 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.208 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.199 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.192 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.152 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.149 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.143 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.138 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.133 Lab:297262 HEMOGLOBIN (HEMOCUE) | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: nan [ nan nan] | indivs AUC:0.501 Correlated most with: Lab:297262 HEMOGLOBIN (HEMOCUE):1.000 Diagnosis:9ccs59:Anemia:-0.165 Newborn Diagnosis:9ccs59:Anemia:-0.163 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.163 Diagnosis:9ccs132:Lung externl:-0.163 Maternal Maternal Lab History: A/G-otherPregnancy:0.156 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:-0.144 Maternal Maternal Lab History: CHOLIC ACID-postPregnancy:-0.143 Maternal Maternal Lab History: BILE ACIDS-postPregnancy:-0.142 Maternal Maternal Lab History: A/G-postPregnancy:0.141 Diagnosis:9ccs244:Other injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.363 [0.696 2.667] | indivs AUC:0.512 Correlated most with: Diagnosis:9ccs244:Other injury:1.000 Number of Visits:0.151 Diagnosis:9ccs229:Fx arm:0.148 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.131 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.131 Maternal Diagnosis:9ccs2617:E Codes: Adverse effects of medical drugs:0.130 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.126 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.117 Maternal Maternal Lab History: CHOLIC ACID-postPregnancy:0.116 Maternal Maternal Lab History: BILE ACIDS-postPregnancy:0.115 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 71 | OR_unadj: 2.183 [0.956 4.983] | indivs AUC:0.528 Correlated most with: Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:1.000 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.314 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.305 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:-0.226 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.217 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.199 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.193 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.168 Maternal Maternal Lab History: LDL-postPregnancy:-0.156 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.144 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:1.000 Maternal Maternal Lab History: LDL-postPregnancy:0.330 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.287 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:-0.278 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.273 Maternal Maternal Diagnosis:9ccs63:Wht blood dx-postPregnancy:-0.263 Maternal Maternal Lab History: MUMPS IGG-postPregnancy:0.249 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.244 Maternal Vital: Wt Percentile-otherPregnancy:0.242 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.230 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 142 | OR_unadj: 0.698 [0.273 1.786] | indivs AUC:0.524 Correlated most with: Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:1.000 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.221 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.155 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.137 Diagnosis:9ccs232:Sprain:0.134 Diagnosis:9ccs199:Ulcer skin:0.134 Newborn Diagnosis:9ccs197:Skin infectn:0.134 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.134 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.133 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.132 Maternal Maternal Lab History: URINE KETONES-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 74 | OR_unadj: nan [ nan nan] | indivs AUC:0.505 Correlated most with: Maternal Maternal Lab History: URINE KETONES-postPregnancy:1.000 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:0.368 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.292 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.281 Maternal Maternal Lab History: PTT-otherPregnancy:0.232 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.216 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.206 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.191 Maternal Maternal Lab History: INR-otherPregnancy:0.180 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.177 Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.209 [0.345 4.239] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:1.000 Diagnosis:9ccs245:Syncope:0.341 Diagnosis:9ccs233:Intracrn inj:0.241 Newborn Diagnosis:9ccs59:Anemia:0.241 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.241 Diagnosis:9ccs118:Phlebitis:0.241 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.228 Maternal Maternal Procedure History:93005-postPregnancy:0.199 Diagnosis:9ccs48:Thyroid dsor:0.193 Maternal Vital: Ht Percentile-otherPregnancy:0.190 * Maternal Maternal Lab History: TP VOLUME-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 4.562 [1.217 17.105] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: TP VOLUME-postPregnancy:1.000 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.689 Newborn Diagnosis:9ccs176:Contraceptiv:0.429 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.342 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.309 Diagnosis:9ccs188:Pelvic obstr:0.303 Maternal Maternal Lab History: ESTRADIOL-postPregnancy:0.303 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.298 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.278 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.248 Diagnosis:9ccs75:Hx mental dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs75:Hx mental dx:1.000 Maternal Vital: RR-otherPregnancy:0.305 Maternal Diagnosis:9ccs194:Forceps del:0.287 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.203 Diagnosis:9ccs123:Influenza:0.146 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:-0.117 Maternal Diagnosis:9ccs168:PID:0.116 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.114 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.113 Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.110 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 88 | OR_unadj: 1.473 [0.635 3.420] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:1.000 Maternal Maternal Lab History: LDL-otherPregnancy:0.325 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.263 Maternal Maternal Procedure History:86703-postPregnancy:0.254 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.241 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.237 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.224 Maternal Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:0.213 Maternal Maternal Lab History: A/G-otherPregnancy:-0.207 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.206 * Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 40.510 [4.962 330.693] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:1.000 Newborn Diagnosis:9ccs176:Contraceptiv:-0.396 Diagnosis:9ccs188:Pelvic obstr:-0.280 Maternal Maternal Lab History: ESTRADIOL-postPregnancy:-0.280 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.263 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:-0.248 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.230 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:-0.224 Maternal Maternal Lab History: TP PERIOD-postPregnancy:-0.224 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.203 Maternal Diagnosis:9ccs194:Forceps del | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs194:Forceps del:1.000 Maternal Maternal Lab History: GLUCOSE POCT-otherPregnancy:0.431 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.368 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.362 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy:0.354 Maternal Maternal Procedure History:93005-otherPregnancy:0.354 Diagnosis:9ccs75:Hx mental dx:0.287 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.252 Maternal Diagnosis:9ccs163:Other GU dx:0.202 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.174 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 90 | OR_unadj: 0.620 [0.219 1.757] | indivs AUC:0.484 Correlated most with: Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.233 Maternal Maternal Procedure History:86580-postPregnancy:0.232 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.228 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.213 Maternal Maternal Lab History: VARICELLA IGM-postPregnancy:0.186 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.184 Maternal Maternal Lab History: eGFR-otherPregnancy:-0.178 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.176 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.176 Maternal Maternal Procedure History:J7300-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.508 Correlated most with: Maternal Maternal Procedure History:J7300-postPregnancy:1.000 Maternal Maternal Procedure History:58300-postPregnancy:0.859 Maternal Diagnosis:9ccs133:Oth low resp:0.397 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.258 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.168 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.154 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.153 Diagnosis:9ccs234:Crush injury:0.113 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.101 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:-0.098 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 125 | OR_unadj: 0.504 [0.180 1.416] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:1.000 Newborn Diagnosis:9ccs47:Ot bnign neo:-0.251 Maternal Diagnosis:9ccs96:Hrt valve dx:-0.178 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.177 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.177 Maternal Maternal Procedure History:90658-postPregnancy:-0.174 Maternal Maternal Lab History: POTASSIUM-postPregnancy:-0.145 Maternal Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:-0.145 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.123 Maternal Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:0.118 Maternal Maternal Lab History: THYROGLOBULIN AB-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: THYROGLOBULIN AB-postPregnancy:1.000 Maternal Maternal Procedure History:97803-otherPregnancy:0.289 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.164 Newborn Diagnosis:9ccs223:Birth trauma:0.163 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:-0.138 Maternal Maternal Lab History: BASOPHIL-otherPregnancy:-0.124 Maternal Maternal Lab History: AST-otherPregnancy:-0.123 Newborn Diagnosis:9ccs94:Other ear dx:-0.096 Maternal Maternal Lab History: BUN-otherPregnancy:-0.094 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.084 Maternal Maternal Lab History: FREE T3-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.513 Correlated most with: Maternal Maternal Lab History: FREE T3-postPregnancy:1.000 Maternal Maternal Lab History: FREE T3-otherPregnancy:0.766 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.684 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.666 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.577 Maternal Vital: PEF-postPregnancy:0.559 Maternal Maternal Lab History: HEMOGLOBIN S-otherPregnancy:0.559 Maternal Maternal Lab History: FREE T-4-otherPregnancy:0.327 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.293 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.280 Maternal Diagnosis:9ccs196:Nml preg/del | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1685 | OR_unadj: 0.589 [0.161 2.155] | indivs AUC:0.494 Correlated most with: Maternal Diagnosis:9ccs196:Nml preg/del:1.000 Maternal Diagnosis:9ccs91:Other eye dx:-0.494 Maternal Diagnosis:9ccs0:No DX:-0.274 Maternal Maternal Diagnosis:9ccs219:Low birth wt-otherPregnancy:-0.227 Maternal Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:-0.197 Maternal Diagnosis:9ccs50:DiabMel w/cm:-0.194 Maternal Diagnosis:9ccs194:Forceps del:-0.135 Maternal Diagnosis:9ccs138:Esophgeal dx:-0.120 Maternal Diagnosis:9ccs163:Other GU dx:-0.109 Maternal Diagnosis:9ccs98:HTN:-0.109 Maternal Vital: RR-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 2.374 [0.829 6.796] | indivs AUC:0.495 Correlated most with: Maternal Vital: RR-postPregnancy:1.000 Maternal Vital: SpO2-postPregnancy:-0.361 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.344 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.302 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.289 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.256 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.255 Maternal Maternal Lab History: LDL-postPregnancy:0.223 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.210 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.208 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: nan [ nan nan] | indivs AUC:0.484 Correlated most with: Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:1.000 Diagnosis:9ccs232:Sprain:0.962 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.772 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.725 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.680 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.435 Maternal Maternal Lab History: FREE T3-otherPregnancy:-0.433 Maternal Diagnosis:9ccs98:HTN:0.393 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:0.392 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.320 Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 84 | OR_unadj: 0.664 [0.328 1.344] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs0:No DX:1.000 Diagnosis:9ccs49:DiabMel no c:0.106 Maternal Diagnosis:9ccs47:Ot bnign neo:0.106 Diagnosis:9ccs10:Immuniz/scrn:0.104 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.102 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.099 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.099 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:0.096 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.091 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.085 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:1.000 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.878 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.305 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:0.281 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:-0.275 Maternal Maternal Lab History: TP PERIOD-postPregnancy:0.222 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.193 Maternal Maternal Lab History: RUBELLA-postPregnancy:0.156 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.156 Maternal Maternal Lab History: PTT-postPregnancy:0.143 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 2.527 [0.772 8.269] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.726 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.567 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.531 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.405 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.405 Maternal Maternal Diagnosis:10ccs4:Mycoses-postPregnancy:0.405 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.387 Maternal Vital: SpO2-postPregnancy:-0.373 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.368 Diagnosis:9ccs140:Gastritis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs140:Gastritis:1.000 Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.256 Lab:294205 TSH REFLEX TO FT4 - LMC:0.228 Maternal Diagnosis:9ccs217:Ot cong anom:0.187 Maternal Diagnosis:9ccs90:Eye infectn:0.151 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.138 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:0.121 Maternal Maternal Lab History: VARICELLA IGM-postPregnancy:0.110 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.108 Maternal Maternal Procedure History:90471-postPregnancy:0.107 Maternal Maternal Procedure History:99000-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 113 | OR_unadj: nan [ nan nan] | indivs AUC:0.497 Correlated most with: Maternal Maternal Procedure History:99000-otherPregnancy:1.000 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.462 Maternal Maternal Procedure History:90656-otherPregnancy:0.271 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.260 Maternal Maternal Procedure History:99000-postPregnancy:-0.253 Maternal Maternal Lab History: CREATININE-postPregnancy:0.192 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.192 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.191 Maternal Maternal Procedure History:81000-postPregnancy:-0.178 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.129 Maternal Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 3.777 [0.628 22.717] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs138:Esophgeal dx:1.000 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.315 Diagnosis:9ccs168:PID:0.155 Diagnosis:9ccs63:Wht blood dx:0.155 Maternal Diagnosis:9ccs196:Nml preg/del:-0.120 Maternal Diagnosis:9ccs106:Dysrhythmia:0.088 Maternal Diagnosis:9ccs60:Acut p-h anm:0.084 Maternal Diagnosis:9ccs259:Unclassified:0.075 Maternal Diagnosis:9ccs128:Asthma:0.063 Maternal Diagnosis:9ccs181:Ot preg comp:0.062 Diagnosis:9ccs167:Breast dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.431 [0.056 3.310] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs167:Breast dx:1.000 Diagnosis:9ccs2604:E Codes: Fire/burn:0.266 Diagnosis:10ccs238:Complic proc:0.266 Maternal Maternal Lab History: AMYLASE-otherPregnancy:-0.188 Maternal Maternal Lab History: LIPASE-otherPregnancy:-0.158 Maternal Maternal Lab History: HCG-postPregnancy:0.127 Maternal Maternal Lab History: VARICELLA IGM-postPregnancy:0.110 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.108 Maternal Diagnosis:9ccs163:Other GU dx:0.104 Diagnosis:9ccs48:Thyroid dsor:0.104 Maternal Maternal Lab History: AFP-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 86 | OR_unadj: 0.657 [0.231 1.868] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: AFP-otherPregnancy:1.000 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.412 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.289 Maternal Diagnosis:9ccs9:Sexual Infxs:0.281 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.244 Maternal Maternal Lab History: AFP-postPregnancy:0.209 Maternal Vital: HR-otherPregnancy:0.201 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:-0.184 Maternal Maternal Lab History: WEIGHT-otherPregnancy:-0.167 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.155 Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.994 [0.289 3.416] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs223:Birth trauma:1.000 Diagnosis:9ccs231:Oth fracture:0.255 Newborn Diagnosis:9ccs223:Birth trauma:0.196 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.193 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.172 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.171 Maternal Maternal Diagnosis:9ccs123:Influenza-postPregnancy:0.159 Maternal Maternal Lab History: TP PERIOD-postPregnancy:0.151 Maternal Maternal Procedure History:S9470-postPregnancy:0.149 Maternal Diagnosis:9ccs188:Pelvic obstr:0.148 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 96 | OR_unadj: 0.938 [0.274 3.208] | indivs AUC:0.510 Correlated most with: Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.294 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.289 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.279 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.252 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.250 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.244 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.233 Maternal Maternal Lab History: eGFR-otherPregnancy:-0.230 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.230 Maternal Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs163:Other GU dx:1.000 Maternal Diagnosis:9ccs175:Ot femal gen:0.202 Maternal Diagnosis:9ccs194:Forceps del:0.202 Maternal Maternal Lab History: SODIUM-otherPregnancy:-0.115 Maternal Diagnosis:9ccs196:Nml preg/del:-0.109 Newborn Diagnosis:9ccs96:Hrt valve dx:0.104 Diagnosis:9ccs167:Breast dx:0.104 Diagnosis:9ccs140:Gastritis:0.104 Diagnosis:9ccs213:Cardiac anom:0.102 Newborn Diagnosis:9ccs213:Cardiac anom:0.097 Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 90 | OR_unadj: 1.134 [0.641 2.008] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs159:UTI:1.000 Diagnosis:9ccs161:Ot dx kidney:0.240 Number of Visits:0.205 Diagnosis:9ccs257:Ot aftercare:0.118 Diagnosis:9ccs74:Ot mentl cnd:0.115 Diagnosis:9ccs125:Bronchitis:0.113 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.109 Diagnosis:9ccs92:Otitis media:0.106 Diagnosis:9ccs163:Other GU dx:0.106 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.103 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 45 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.516 Correlated most with: Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.689 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.548 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.464 Maternal Maternal Lab History: FREE T3-postPregnancy:0.280 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.240 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.240 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.228 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.227 Diagnosis:9ccs123:Influenza:0.205 Maternal Maternal Lab History: BUN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 115 | OR_unadj: 0.873 [0.389 1.957] | indivs AUC:0.493 Correlated most with: Maternal Maternal Lab History: BUN-otherPregnancy:1.000 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.334 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.283 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.265 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.265 Maternal Maternal Lab History: HCG-otherPregnancy:0.202 Maternal Maternal Lab History: BUN-postPregnancy:0.200 Maternal Vital: Wt-otherPregnancy:-0.173 Newborn Diagnosis:9ccs47:Ot bnign neo:0.171 Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.161 Maternal Diagnosis:9ccs149:Biliary dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.411 [0.298 6.685] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs149:Biliary dx:1.000 Newborn Diagnosis:9ccs176:Contraceptiv:0.315 Maternal Vital: Ht Percentile-otherPregnancy:0.239 Maternal Maternal Lab History: LACTIC ACID-postPregnancy:-0.224 Maternal Maternal Lab History: ESTRADIOL-postPregnancy:0.224 Diagnosis:9ccs188:Pelvic obstr:0.222 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.217 Maternal Diagnosis:9ccs198:Ot infl skin:0.180 Maternal Diagnosis:9ccs89:Blindness:0.180 Maternal Maternal Lab History: AST-postPregnancy:0.159 Maternal Diagnosis:9ccs182:Hemorr preg | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.279 [0.037 2.087] | indivs AUC:0.507 Correlated most with: Maternal Diagnosis:9ccs182:Hemorr preg:1.000 Maternal Diagnosis:9ccs184:Early labor:0.152 Newborn Diagnosis:9ccs219:Low birth wt:0.151 Diagnosis:9ccs63:Wht blood dx:0.148 Maternal Maternal Lab History: PTT-otherPregnancy:0.138 Newborn Diagnosis:9ccs256:Exam/eval:0.126 Maternal Diagnosis:9ccs175:Ot femal gen:0.104 Maternal Diagnosis:9ccs117:Ot circul dx:0.104 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:0.103 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:0.102 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.507 Correlated most with: Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.818 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.663 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:-0.639 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.635 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.440 Maternal Vital: SpO2-otherPregnancy:0.417 Maternal Maternal Lab History: INR-otherPregnancy:0.412 Maternal Maternal Lab History: LDH-postPregnancy:0.403 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.367 Maternal Maternal Procedure History:S9470-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 61 | OR_unadj: nan [ nan nan] | indivs AUC:0.514 Correlated most with: Maternal Maternal Procedure History:S9470-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.324 Maternal Maternal Lab History: METAMYELOCYTE-otherPregnancy:0.276 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.239 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.234 Maternal Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:0.209 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.194 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.177 Maternal Maternal Lab History: ANION GAP-postPregnancy:0.165 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.162 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.855 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.777 Maternal Maternal Diagnosis:10ccs4:Mycoses-postPregnancy:0.615 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.615 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.615 Maternal Maternal Lab History: MICRO/CREAT RATIO-postPregnancy:0.615 Maternal Maternal Lab History: MICROALBUMIN-postPregnancy:0.615 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.605 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.567 Maternal Maternal Procedure History:90656-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 68 | OR_unadj: nan [ nan nan] | indivs AUC:0.511 Correlated most with: Maternal Maternal Procedure History:90656-postPregnancy:1.000 Maternal Maternal Lab History: FOLATE-postPregnancy:-0.295 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.268 Maternal Maternal Procedure History:97035-postPregnancy:-0.253 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.253 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.235 Maternal Maternal Procedure History:97001-postPregnancy:0.233 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.197 Newborn Diagnosis:9ccs191:Amnios dx:0.179 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.165 Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 0.732 [0.218 2.455] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs219:Low birth wt:1.000 Maternal Diagnosis:9ccs184:Early labor:0.435 Newborn Diagnosis:9ccs219:Low birth wt:0.413 Maternal Diagnosis:9ccs235:Opn wnd head:0.195 Maternal Diagnosis:10ccs58:Ot nutrit dx:0.195 Maternal Diagnosis:9ccs2603:E Codes: Fall:0.195 Newborn Diagnosis:9ccs256:Exam/eval:0.187 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.171 Maternal Maternal Lab History: CHOLIC ACID-postPregnancy:0.170 Maternal Maternal Lab History: BILE ACIDS-postPregnancy:0.169 Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 42 | OR_unadj: 1.336 [0.611 2.920] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs95:Oth nerv dx:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.195 Diagnosis:9ccs70:Schizo/rl dx:0.152 Diagnosis:9ccs87:Retinal dx:0.152 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.146 Diagnosis:9ccs143:Abdom hernia:0.131 Diagnosis:9ccs208:Acq foot def:0.129 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.121 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.119 Number of Visits:0.116 Maternal Diagnosis:9ccs106:Dysrhythmia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 0.843 [0.249 2.858] | indivs AUC:0.502 Correlated most with: Maternal Diagnosis:9ccs106:Dysrhythmia:1.000 Maternal Diagnosis:9ccs122:Pneumonia:0.207 Maternal Maternal Lab History: GLUCOSE POCT-otherPregnancy:0.181 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.154 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.152 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy:0.148 Maternal Maternal Procedure History:93005-otherPregnancy:0.148 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.145 Maternal Diagnosis:9ccs204:Ot joint dx:0.145 Maternal Diagnosis:9ccs253:Allergy:0.145 Diagnosis:9ccs137:Mouth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 0.988 [0.498 1.960] | indivs AUC:0.532 Correlated most with: Diagnosis:9ccs137:Mouth dx:1.000 Number of Visits:0.135 Diagnosis:9ccs7:Viral infect:0.127 Diagnosis:9ccs92:Otitis media:0.103 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.094 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.089 Maternal Maternal Diagnosis:10ccs172:Ovarian cyst-postPregnancy:-0.088 Maternal Maternal Diagnosis:9ccs123:Influenza-postPregnancy:-0.088 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.088 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.083 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 61 | OR_unadj: 1.418 [0.574 3.504] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.283 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.270 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.255 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.242 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.242 Maternal Maternal Lab History: eGFR-otherPregnancy:-0.222 Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:0.209 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.209 Maternal Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:0.209 Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 65 | OR_unadj: 1.128 [0.324 3.925] | indivs AUC:0.512 Correlated most with: Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy:1.000 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:0.226 Maternal Maternal Lab History: PT-postPregnancy:0.148 Maternal Maternal Lab History: INR-postPregnancy:0.142 Diagnosis:9ccs234:Crush injury:0.121 Maternal Maternal Procedure History:90658-postPregnancy:-0.118 Maternal Maternal Lab History: TRANSFERRIN-postPregnancy:0.098 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.093 Maternal Maternal Procedure History:96372-postPregnancy:0.092 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.087 Maternal Diagnosis:9ccs60:Acut p-h anm | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 1.074 [0.366 3.155] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs60:Acut p-h anm:1.000 Maternal Diagnosis:9ccs181:Ot preg comp:0.182 Maternal Maternal Lab History: FOLATE-postPregnancy:-0.160 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.158 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.142 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.142 Maternal Diagnosis:9ccs130:Pleurisy:0.138 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.138 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:-0.116 Maternal Maternal Procedure History:97112-postPregnancy:0.096 Diagnosis:9ccs127:COPD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: 0.936 [0.487 1.798] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs127:COPD:1.000 Number of Visits:0.203 Diagnosis:9ccs133:Oth low resp:0.166 Diagnosis:9ccs122:Pneumonia:0.147 Diagnosis:9ccs240:Burns:0.117 Diagnosis:9ccs125:Bronchitis:0.115 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.115 Maternal Diagnosis:9ccs24:Breast cancr:0.111 Diagnosis:9ccs73:Preadult dx:0.111 Diagnosis:9ccs118:Phlebitis:0.111 Maternal Maternal Lab History: ANION GAP-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 82 | OR_unadj: 1.075 [0.499 2.318] | indivs AUC:0.505 Correlated most with: Maternal Maternal Lab History: ANION GAP-postPregnancy:1.000 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.357 Maternal Maternal Lab History: T-3(Total)-postPregnancy:0.208 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:-0.193 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.191 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:-0.189 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.185 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:0.185 Maternal Vital: PL-otherPregnancy:0.172 Maternal Maternal Procedure History:86580-postPregnancy:0.172 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.411 [0.298 6.685] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.468 Newborn Diagnosis:9ccs191:Amnios dx:0.331 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.225 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.225 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.215 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.207 Maternal Maternal Lab History: BUN-postPregnancy:0.192 Diagnosis:9ccs51:Ot endo dsor:0.192 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.169 Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 0.697 [0.295 1.646] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs96:Hrt valve dx:0.525 Newborn Diagnosis:9ccs213:Cardiac anom:0.330 Diagnosis:9ccs117:Ot circul dx:0.310 Newborn Diagnosis:9ccs96:Hrt valve dx:0.280 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.134 Diagnosis:9ccs105:Conduction:0.134 Newborn Diagnosis:9ccs134:Ot uppr resp:0.134 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.124 Maternal Maternal Procedure History:97140-postPregnancy:0.123 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 39 | OR_unadj: 1.128 [0.246 5.176] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.297 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.267 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.255 Maternal Maternal Lab History: TP PERIOD-postPregnancy:0.242 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.236 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:0.233 Maternal Maternal Lab History: HERPES 1/2 IGM-postPregnancy:0.209 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.185 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.177 Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 56 | OR_unadj: 0.668 [0.283 1.575] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:1.000 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.151 Diagnosis:9ccs129:Asp pneumon:0.131 Diagnosis:9ccs87:Retinal dx:0.131 Newborn Diagnosis:9ccs59:Anemia:0.131 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.131 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.126 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.124 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.118 Maternal Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.118 Maternal Maternal Lab History: GLUCOSE POCT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: GLUCOSE POCT-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy:0.874 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.633 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.622 Maternal Maternal Procedure History:93005-otherPregnancy:0.608 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.432 Maternal Diagnosis:9ccs194:Forceps del:0.431 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.299 Maternal Maternal Lab History: PAPP-A-postPregnancy:0.296 Diagnosis:9ccs205:Back problem:0.249 Maternal Maternal Procedure History:81025-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.519 Correlated most with: Maternal Maternal Procedure History:81025-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.365 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.341 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.329 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.327 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.311 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.306 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.306 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:-0.306 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.306 Vital: HC Percentile-gain5to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.514 Correlated most with: Diagnosis:9ccs16:Liver/ibd ca:-0.226 Diagnosis:9ccs87:Retinal dx:-0.187 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.167 Newborn Diagnosis:9ccs216:Nerv cong an:-0.160 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.156 Maternal Maternal Procedure History:97014-postPregnancy:0.154 Diagnosis:9ccs3:Oth bact inf:0.124 Diagnosis:9ccs163:Other GU dx:0.114 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:-0.113 Maternal Maternal Procedure History:97110-postPregnancy:0.106 Diagnosis:9ccs52:Nutrit defic | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 5.669 [0.795 40.431] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs52:Nutrit defic:1.000 Diagnosis:9ccs210:SLE:0.500 Maternal Maternal Lab History: HCG-otherPregnancy:0.244 Diagnosis:9ccs62:Coag/hemr dx:0.222 Diagnosis:9ccs209:Ot acq defor:0.178 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.178 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.155 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.150 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.144 Diagnosis:9ccs51:Ot endo dsor:0.141 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 34 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.290 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.281 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.233 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:-0.219 Maternal Maternal Procedure History:J1055-postPregnancy:-0.197 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.196 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:-0.186 Diagnosis:9ccs129:Asp pneumon:-0.181 Diagnosis:9ccs199:Ulcer skin:-0.181 Maternal Maternal Procedure History:86703-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.489 Correlated most with: Maternal Maternal Procedure History:86703-postPregnancy:1.000 Maternal Maternal Procedure History:99401-postPregnancy:0.481 Maternal Maternal Procedure History:86703-otherPregnancy:0.446 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.322 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.308 Maternal Maternal Lab History: A/G-otherPregnancy:-0.305 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.304 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.273 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.272 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.270 Diagnosis:9ccs76:Meningitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.938 [0.209 4.218] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs76:Meningitis:1.000 Maternal Maternal Lab History: A/G-otherPregnancy:-0.318 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.242 Maternal Maternal Lab History: A/G-postPregnancy:-0.229 Maternal Maternal Procedure History:97530-postPregnancy:0.219 Lab:323825 STREP SCREEN THROAT - Sunrise:0.208 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.191 Maternal Maternal Lab History: HERPES I IgG-otherPregnancy:0.190 Maternal Maternal Lab History: GLOBULIN-postPregnancy:0.188 Maternal Diagnosis:9ccs217:Ot cong anom:0.187 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 63 | OR_unadj: 1.888 [0.508 7.022] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:1.000 Diagnosis:9ccs199:Ulcer skin:0.370 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.331 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.289 Maternal Maternal Lab History: APTT-postPregnancy:0.261 Maternal Maternal Lab History: AMP/SULBACTAM-postPregnancy:-0.261 Maternal Maternal Lab History: PATIENT-postPregnancy:0.261 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.257 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.218 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.206 Maternal Maternal Procedure History:58300-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 90 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.515 Correlated most with: Maternal Maternal Procedure History:58300-postPregnancy:1.000 Maternal Maternal Procedure History:J7300-postPregnancy:0.859 Maternal Diagnosis:9ccs133:Oth low resp:0.346 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.227 Diagnosis:9ccs2:Septicemia:0.191 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.148 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.140 Diagnosis:9ccs240:Burns:0.135 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.133 Diagnosis:9ccs234:Crush injury:0.098 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 43 | OR_unadj: 1.413 [0.396 5.043] | indivs AUC:0.511 Correlated most with: Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.432 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.341 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.303 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.297 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.293 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.279 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.274 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.266 Maternal Maternal Lab History: eGFR-otherPregnancy:-0.241 Diagnosis:9ccs51:Ot endo dsor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs51:Ot endo dsor:1.000 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.262 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.260 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.213 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.208 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:-0.205 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.205 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:-0.204 Maternal Diagnosis:9ccs120:Hemmorhoids:0.202 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.192 Newborn Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.411 [0.298 6.685] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs253:Allergy:1.000 Maternal Diagnosis:9ccs157:Ac renl fail:0.315 Maternal Diagnosis:9ccs249:Shock:0.315 Maternal Diagnosis:9ccs2603:E Codes: Fall:0.315 Maternal Diagnosis:9ccs235:Opn wnd head:0.315 Maternal Diagnosis:10ccs58:Ot nutrit dx:0.315 Maternal Maternal Procedure History:93005-postPregnancy:0.259 Newborn Diagnosis:9ccs219:Low birth wt:0.240 Maternal Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:0.224 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.224 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 0.446 [0.105 1.896] | indivs AUC:0.490 Correlated most with: Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:1.000 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.507 Maternal Maternal Lab History: APF MoM-postPregnancy:0.286 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.233 Maternal Maternal Lab History: INHMOM-postPregnancy:0.224 Maternal Maternal Lab History: TSH-postPregnancy:-0.185 Maternal Maternal Lab History: OXACILLIN-postPregnancy:0.175 Maternal Maternal Lab History: RETIC HGB-postPregnancy:0.164 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.156 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.149 Maternal Diagnosis:9ccs6:Hepatitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.509 Correlated most with: Maternal Diagnosis:9ccs6:Hepatitis:1.000 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.334 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.181 Maternal Maternal Procedure History:90656-postPregnancy:0.146 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:-0.122 Maternal Diagnosis:9ccs48:Thyroid dsor:0.109 Maternal Diagnosis:9ccs7:Viral infect:0.104 Diagnosis:9ccs213:Cardiac anom:0.102 Newborn Diagnosis:9ccs213:Cardiac anom:0.097 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.094 Maternal Maternal Lab History: APF MoM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 1.415 [0.469 4.266] | indivs AUC:0.514 Correlated most with: Maternal Maternal Lab History: APF MoM-postPregnancy:1.000 Maternal Maternal Lab History: OXACILLIN-postPregnancy:0.410 Maternal Maternal Lab History: INHMOM-postPregnancy:0.367 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.286 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.230 Maternal Vital: Ht Percentile-postPregnancy:0.214 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.186 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:0.180 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.165 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.163 Maternal Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs215:gu cong anom:1.000 Maternal Diagnosis:9ccs160:Urin stone:0.500 Maternal Diagnosis:9ccs217:Ot cong anom:0.353 Maternal Diagnosis:9ccs117:Ot circul dx:0.248 Maternal Diagnosis:9ccs161:Ot dx kidney:0.248 Newborn Diagnosis:9ccs215:gu cong anom:0.164 Diagnosis:9ccs141:Ot dx stomch:0.155 Diagnosis:9ccs214:GI cong anom:0.141 Maternal Diagnosis:9ccs7:Viral infect:0.130 Diagnosis:9ccs76:Meningitis:0.130 Diagnosis:9ccs209:Ot acq defor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.191 [0.026 1.409] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs209:Ot acq defor:1.000 Newborn Diagnosis:9ccs143:Abdom hernia:0.181 Newborn Diagnosis:9ccs197:Skin infectn:0.181 Diagnosis:9ccs252:Fatigue:0.181 Diagnosis:9ccs52:Nutrit defic:0.178 Maternal Maternal Lab History: OXACILLIN-postPregnancy:0.130 Maternal Vital: PEF-postPregnancy:-0.130 Diagnosis:9ccs63:Wht blood dx:0.121 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.120 Maternal Maternal Procedure History:90746-postPregnancy:0.119 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 45 | OR_unadj: 3.254 [0.946 11.197] | indivs AUC:0.516 Correlated most with: Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:0.438 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.355 Maternal Maternal Lab History: POLYS-postPregnancy:-0.210 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.209 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.209 Maternal Maternal Procedure History:97112-postPregnancy:0.195 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.166 Maternal Vital: Wt-otherPregnancy:0.166 Maternal Vital: Wt-postPregnancy:0.163 Diagnosis:9ccs2603:E Codes: Fall | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 1.006 [0.385 2.630] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs2603:E Codes: Fall:1.000 Diagnosis:10ccs58:Ot nutrit dx:0.756 Diagnosis:9ccs2620:E Codes: Unspecified:0.172 Newborn Diagnosis:9ccs95:Oth nerv dx:0.150 Maternal Maternal Lab History: LH-postPregnancy:-0.144 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.140 Maternal Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:0.124 Diagnosis:9ccs196:Nml preg/del:0.120 Maternal Maternal Lab History: FASTING-postPregnancy:0.113 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.112 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.491 Correlated most with: Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:1.000 Maternal Maternal Lab History: TP PERIOD-postPregnancy:0.953 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.456 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.417 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.281 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.248 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:0.242 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.233 Diagnosis:9ccs243:Poisn nonmed:0.205 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.183 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 102 | OR_unadj: 1.593 [0.682 3.724] | indivs AUC:0.517 Correlated most with: Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.385 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.341 Maternal Maternal Procedure History:81000-otherPregnancy:0.324 Maternal Maternal Lab History: IRON-otherPregnancy:-0.290 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:-0.290 Maternal Maternal Lab History: FOLATE-otherPregnancy:-0.290 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.290 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:-0.290 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.272 Maternal Diagnosis:9ccs7:Viral infect | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.506 Correlated most with: Maternal Diagnosis:9ccs7:Viral infect:1.000 Maternal Diagnosis:9ccs160:Urin stone:0.266 Maternal Diagnosis:9ccs3:Oth bact inf:0.266 Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.256 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:0.190 Maternal Maternal Lab History: FOLATE-otherPregnancy:0.190 Maternal Maternal Lab History: IRON-otherPregnancy:0.190 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:0.190 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.155 Maternal Diagnosis:9ccs89:Blindness:0.151 Maternal Maternal Lab History: FREE T-4-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 5.669 [0.795 40.431] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: FREE T-4-otherPregnancy:1.000 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.725 Diagnosis:9ccs232:Sprain:-0.661 Maternal Maternal Lab History: FREE T3-otherPregnancy:0.616 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.531 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.468 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.372 Maternal Maternal Lab History: FREE T3-postPregnancy:0.327 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.324 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.313 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.585 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.251 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.207 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:-0.207 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.175 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.169 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.167 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.153 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:-0.148 Diagnosis:9ccs251:Abdomnl pain | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.467 [0.060 3.610] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:1.000 Diagnosis:9ccs2604:E Codes: Fire/burn:0.276 Diagnosis:10ccs238:Complic proc:0.276 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.254 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.241 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.216 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:-0.197 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:-0.197 Diagnosis:9ccs246:FUO:0.194 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.192 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: 2.012 [0.786 5.152] | indivs AUC:0.495 Correlated most with: Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:1.000 Newborn Diagnosis:9ccs5:HIV infectn:0.384 Maternal Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.271 Maternal Maternal Lab History: RDW-otherPregnancy:0.244 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:0.228 Maternal Maternal Lab History: MCH-otherPregnancy:-0.219 Maternal Maternal Procedure History:96372-otherPregnancy:0.212 Maternal Maternal Lab History: MCV-otherPregnancy:-0.207 Maternal Maternal Lab History: TSH-otherPregnancy:-0.199 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:-0.199 Maternal Maternal Lab History: PAPP-A-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 61 | OR_unadj: 1.177 [0.445 3.114] | indivs AUC:0.512 Correlated most with: Maternal Maternal Lab History: PAPP-A-postPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE POCT-otherPregnancy:0.296 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.284 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.272 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.271 Maternal Maternal Lab History: NT MoM-postPregnancy:-0.266 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy:0.243 Maternal Maternal Procedure History:93005-otherPregnancy:0.243 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.237 Maternal Maternal Lab History: INHMOM-postPregnancy:0.217 Maternal Maternal Lab History: ANION GAP-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 96 | OR_unadj: 0.416 [0.128 1.354] | indivs AUC:0.468 Correlated most with: Maternal Maternal Lab History: ANION GAP-otherPregnancy:1.000 Maternal Maternal Lab History: ANION GAP-postPregnancy:0.357 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.253 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:0.232 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:-0.226 Maternal Vital: PL-otherPregnancy:0.192 Maternal Maternal Lab History: GLUCOSE POCT-otherPregnancy:0.189 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.177 Maternal Maternal Lab History: SODIUM-otherPregnancy:0.173 Newborn Diagnosis:9ccs197:Skin infectn:0.173 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 0.900 [0.310 2.607] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.246 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.244 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.236 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.222 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.217 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.199 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.194 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.183 Maternal Diagnosis:9ccs204:Ot joint dx:0.181 Maternal Maternal Lab History: URINE KETONES-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 58 | OR_unadj: nan [ nan nan] | indivs AUC:0.480 Correlated most with: Maternal Maternal Lab History: URINE KETONES-otherPregnancy:1.000 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.368 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.332 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.265 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:0.257 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.218 Maternal Maternal Lab History: PTT-otherPregnancy:0.189 Maternal Maternal Lab History: MPV-otherPregnancy:0.167 Diagnosis:9ccs64:Ot hematl dx:0.166 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.164 Maternal Maternal Lab History: PTT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 2.065 [0.652 6.536] | indivs AUC:0.491 Correlated most with: Maternal Maternal Lab History: PTT-postPregnancy:1.000 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.319 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.315 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.288 Maternal Maternal Procedure History:97140-postPregnancy:-0.275 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.271 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.265 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.265 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.256 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.254 Maternal Diagnosis:9ccs61:Sickle cell | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 2.838 [0.705 11.421] | indivs AUC:0.518 Correlated most with: Maternal Diagnosis:9ccs61:Sickle cell:1.000 Maternal Maternal Lab History: TOXOPLASMA IGG-postPregnancy:0.273 Maternal Vital: PEF-postPregnancy:-0.236 Diagnosis:9ccs61:Sickle cell:0.218 Maternal Maternal Procedure History:90746-postPregnancy:0.217 Maternal Maternal Procedure History:86580-postPregnancy:0.177 Maternal Diagnosis:9ccs74:Ot mentl cnd:0.164 Maternal Vital: SpO2-postPregnancy:0.122 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.120 Maternal Diagnosis:9ccs181:Ot preg comp:0.115 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.485 Correlated most with: Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.644 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.605 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.531 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.518 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.489 Maternal Maternal Diagnosis:10ccs4:Mycoses-postPregnancy:0.489 Maternal Vital: SpO2-postPregnancy:-0.402 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.401 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.372 Vital: HC Percentile-gain3to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs16:Liver/ibd ca:0.283 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:-0.209 Newborn Diagnosis:9ccs216:Nerv cong an:0.200 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:-0.196 Maternal Maternal Procedure History:97014-postPregnancy:-0.193 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:-0.179 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.156 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.142 Maternal Maternal Procedure History:97110-postPregnancy:-0.133 Maternal Diagnosis:9ccs60:Acut p-h anm:-0.128 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 45 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.511 Correlated most with: Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.559 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.547 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:-0.427 Maternal Maternal Lab History: UIBC-postPregnancy:0.354 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:-0.289 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:-0.276 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.273 Diagnosis:9ccs238:Complic proc:0.271 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:-0.247 Maternal Maternal Lab History: PH-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 0.294 [0.039 2.204] | indivs AUC:0.480 Correlated most with: Maternal Maternal Lab History: PH-postPregnancy:1.000 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.319 Maternal Maternal Lab History: PREVIOUS PAP RESULT-postPregnancy:-0.245 Maternal Maternal Procedure History:J1055-postPregnancy:-0.224 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:-0.208 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:0.206 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.199 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.184 Maternal Maternal Procedure History:97140-postPregnancy:0.179 Maternal Vital: Ht Percentile-otherPregnancy:0.179 Vital: HC Percentile-avg5to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs16:Liver/ibd ca:0.151 Diagnosis:9ccs2604:E Codes: Fire/burn:0.131 Diagnosis:10ccs238:Complic proc:0.131 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:-0.125 Newborn Diagnosis:9ccs216:Nerv cong an:0.107 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.092 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:-0.091 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.087 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:-0.086 Maternal Maternal Procedure History:97014-postPregnancy:-0.083 Maternal Maternal Lab History: HCG-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 0.623 [0.144 2.701] | indivs AUC:0.503 Correlated most with: Maternal Maternal Lab History: HCG-postPregnancy:1.000 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.360 Maternal Maternal Lab History: INHMOM-postPregnancy:0.271 Diagnosis:9ccs188:Pelvic obstr:0.247 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:-0.195 Maternal Maternal Lab History: AMYLASE-otherPregnancy:-0.177 Maternal Maternal Lab History: LIPASE-otherPregnancy:-0.149 Maternal Maternal Lab History: PAPP-A-otherPregnancy:-0.138 Maternal Maternal Lab History: NT MoM-postPregnancy:0.136 Maternal Maternal Lab History: UIBC-postPregnancy:-0.135 Diagnosis:9ccs212:Ot bone dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.128 [0.246 5.176] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs212:Ot bone dx:1.000 Diagnosis:9ccs210:SLE:0.288 Diagnosis:9ccs254:Rehab:0.288 Diagnosis:9ccs52:Nutrit defic:0.141 Diagnosis:9ccs62:Coag/hemr dx:0.125 Diagnosis:9ccs209:Ot acq defor:0.095 Diagnosis:9ccs89:Blindness:0.090 Diagnosis:9ccs51:Ot endo dsor:0.077 Newborn Diagnosis:9ccs96:Hrt valve dx:0.070 Maternal Diagnosis:9ccs176:Contraceptiv:0.067 Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs3:Oth bact inf:1.000 Diagnosis:9ccs120:Hemmorhoids:0.315 Maternal Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:0.138 Maternal Maternal Lab History: eGFR-postPregnancy:-0.109 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:0.107 Maternal Maternal Lab History: RUBELLA-otherPregnancy:0.106 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.097 Number of Visits:0.094 Maternal Maternal Procedure History:99401-otherPregnancy:0.090 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.088 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 41 | OR_unadj: 0.431 [0.056 3.310] | indivs AUC:0.507 Correlated most with: Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.498 Maternal Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.313 Maternal Maternal Lab History: VARICELLA IGM-postPregnancy:-0.295 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.250 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:0.231 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.223 Newborn Diagnosis:9ccs95:Oth nerv dx:0.162 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.159 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.158 Maternal Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs136:Teeth dx:1.000 Diagnosis:9ccs255:Social admin:-0.108 Maternal Diagnosis:9ccs184:Early labor:0.097 Newborn Diagnosis:9ccs222:Perint jaund:0.073 Maternal Diagnosis:9ccs10:Immuniz/scrn:0.071 Diagnosis:9ccs10:Immuniz/scrn:-0.053 MatDeliveryAge:0.043 Diagnosis:9ccs126:Ot up rsp in:-0.040 Maternal Diagnosis:9ccs181:Ot preg comp:0.038 Maternal Diagnosis:9ccs193:OB-related perin trauma:0.029 Vital: HC Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs16:Liver/ibd ca:0.260 Diagnosis:9ccs87:Retinal dx:0.227 Newborn Diagnosis:9ccs216:Nerv cong an:0.184 Maternal Maternal Lab History: PT-postPregnancy:0.129 Maternal Maternal Lab History: AMYLASE-postPregnancy:-0.120 Newborn Diagnosis:9ccs0:No DX:0.119 Newborn Diagnosis:9ccs95:Oth nerv dx:0.116 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.111 Maternal Maternal Lab History: INR-postPregnancy:0.104 Diagnosis:9ccs238:Complic proc:0.102 Diagnosis:9ccs258:Other screen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.384 [0.091 1.618] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs258:Other screen:1.000 Diagnosis:9ccs228:Fx skull fac:0.178 Diagnosis:9ccs2619:e codes: other specified- nec:0.178 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:-0.157 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.152 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.152 Maternal Maternal Procedure History:97803-otherPregnancy:0.148 Diagnosis:9ccs136:Teeth dx:0.143 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.142 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:0.128 Maternal Diagnosis:9ccs74:Ot mentl cnd | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 5.669 [0.795 40.431] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs74:Ot mentl cnd:1.000 Maternal Diagnosis:9ccs61:Sickle cell:0.164 Diagnosis:9ccs243:Poisn nonmed:0.155 Lab:292495 LEAD LEVEL - Sunrise:-0.134 Diagnosis:9ccs161:Ot dx kidney:0.117 Diagnosis:9ccs113:Late eff CVD:0.100 Maternal Diagnosis:9ccs184:Early labor:0.091 Newborn Diagnosis:9ccs219:Low birth wt:0.090 Maternal Diagnosis:9ccs181:Ot preg comp:0.077 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:-0.077 Maternal Maternal Lab History: GLOBULIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 68 | OR_unadj: 1.025 [0.425 2.471] | indivs AUC:0.507 Correlated most with: Maternal Maternal Lab History: GLOBULIN-postPregnancy:1.000 Maternal Maternal Lab History: A/G-postPregnancy:-0.864 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.326 Maternal Maternal Lab History: A/G-otherPregnancy:-0.264 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.224 Maternal Maternal Lab History: APTT-postPregnancy:-0.217 Maternal Maternal Lab History: PATIENT-postPregnancy:-0.217 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.192 Diagnosis:9ccs76:Meningitis:0.188 Maternal Maternal Procedure History:86703-postPregnancy:0.188 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 44 | OR_unadj: 2.139 [0.829 5.519] | indivs AUC:0.523 Correlated most with: Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.335 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.334 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:-0.237 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.174 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.168 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.168 Maternal Maternal Lab History: PREVIOUS PAP RESULT-postPregnancy:0.167 Maternal Maternal Lab History: OXACILLIN-postPregnancy:0.167 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:0.166 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE POCT-otherPregnancy:0.874 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.520 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.512 Maternal Maternal Procedure History:93005-otherPregnancy:0.500 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.356 Maternal Diagnosis:9ccs194:Forceps del:0.354 Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:-0.354 Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.298 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.245 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 66 | OR_unadj: 0.294 [0.039 2.204] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.236 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.227 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.224 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.197 Maternal Maternal Lab History: VARICELLA IGM-postPregnancy:0.196 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.192 Newborn Diagnosis:9ccs221:Resp distres:0.172 Maternal Maternal Lab History: AMP/SULBACTAM-postPregnancy:0.170 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.167 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 61 | OR_unadj: 0.384 [0.091 1.618] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:1.000 Maternal Maternal Lab History: NT MoM-postPregnancy:0.881 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.507 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.286 Maternal Maternal Lab History: APF MoM-postPregnancy:0.186 Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.181 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.139 Maternal Maternal Lab History: TSH-postPregnancy:-0.138 Maternal Maternal Procedure History:97803-otherPregnancy:-0.123 Maternal Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:-0.120 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.958 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.910 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.664 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.491 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.487 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.384 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.371 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.327 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.322 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.604 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.580 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.514 Diagnosis:9ccs246:FUO:0.468 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:-0.468 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:-0.468 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.342 Maternal Maternal Procedure History:36415-postPregnancy:0.283 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.264 Maternal Vital: BMI Percentile-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 1.691 [0.759 3.764] | indivs AUC:0.529 Correlated most with: Maternal Vital: BMI Percentile-postPregnancy:1.000 Maternal Vital: Wt Percentile-postPregnancy:0.578 Maternal Vital: BMI Percentile-otherPregnancy:0.571 Lab:294495 LEAD, BLOOD - LMC:-0.251 Maternal Vital: Wt-postPregnancy:0.207 Maternal Vital: Wt-otherPregnancy:0.171 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.136 Maternal Maternal Procedure History:90472-postPregnancy:0.134 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.126 Maternal Maternal Lab History: LACTIC ACID-postPregnancy:-0.121 Maternal Maternal Lab History: AST (SGOT)-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 0.623 [0.144 2.701] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: AST (SGOT)-postPregnancy:1.000 Maternal Maternal Lab History: VLDL-postPregnancy:0.302 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.254 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.254 Maternal Maternal Lab History: ALT-postPregnancy:0.245 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.240 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.227 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.223 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.217 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.212 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 34 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.540 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.384 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.267 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.185 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.177 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.170 Maternal Maternal Lab History: SEX HORMONE BINDING GLOBULIN-postPregnancy:-0.138 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.137 Maternal Maternal Lab History: FOLATE-postPregnancy:0.128 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 40 | OR_unadj: nan [ nan nan] | indivs AUC:0.512 Correlated most with: Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:1.000 Maternal Maternal Procedure History:97803-otherPregnancy:0.359 Maternal Maternal Lab History: METAMYELOCYTE-otherPregnancy:0.311 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.278 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.246 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.221 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.192 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.189 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.179 Maternal Maternal Procedure History:90656-otherPregnancy:-0.156 Maternal Maternal Lab History: NT MoM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 60 | OR_unadj: 0.701 [0.209 2.344] | indivs AUC:0.512 Correlated most with: Maternal Maternal Lab History: NT MoM-postPregnancy:1.000 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.881 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.447 Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.266 Maternal Maternal Procedure History:97803-otherPregnancy:-0.193 Diagnosis:9ccs252:Fatigue:-0.174 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:0.171 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.148 Maternal Maternal Procedure History:97530-postPregnancy:-0.138 Maternal Vital: Ht Percentile-otherPregnancy:0.138 Maternal Maternal Lab History: VLDL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 66 | OR_unadj: 2.139 [0.829 5.519] | indivs AUC:0.528 Correlated most with: Maternal Maternal Lab History: VLDL-postPregnancy:1.000 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.763 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.512 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.383 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.336 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.302 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.270 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.240 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.226 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:0.225 Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.773 [0.270 2.219] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs89:Blindness:1.000 Diagnosis:9ccs91:Other eye dx:0.284 Diagnosis:9ccs217:Ot cong anom:0.259 Diagnosis:9ccs210:SLE:0.172 Diagnosis:9ccs233:Intracrn inj:0.172 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.160 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.152 Diagnosis:9ccs62:Coag/hemr dx:0.150 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.135 Lab:296169 RETICULOCYTE COUNT- LMC:0.124 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 0.938 [0.209 4.218] | indivs AUC:0.526 Correlated most with: Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:1.000 Maternal Maternal Lab History: NT MoM-postPregnancy:0.447 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.286 Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.271 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.221 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.217 Maternal Vital: Ht Percentile-otherPregnancy:0.200 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.200 Maternal Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:-0.185 Maternal Maternal Lab History: RETIC HGB-postPregnancy:-0.177 Vital: HC Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs2604:E Codes: Fire/burn:-0.361 Diagnosis:10ccs238:Complic proc:-0.361 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.166 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.156 Diagnosis:9ccs204:Ot joint dx:-0.137 Diagnosis:9ccs242:Poisn ot med:-0.137 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.128 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:-0.113 Maternal Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:0.102 Diagnosis:9ccs251:Abdomnl pain:-0.100 Maternal Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs217:Ot cong anom:1.000 Maternal Diagnosis:9ccs215:gu cong anom:0.353 Maternal Maternal Procedure History:90471-postPregnancy:0.283 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.282 Diagnosis:9ccs76:Meningitis:0.187 Diagnosis:9ccs140:Gastritis:0.187 Maternal Maternal Procedure History:90649-postPregnancy:0.187 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.159 Maternal Maternal Lab History: NT MoM-postPregnancy:0.131 Maternal Maternal Lab History: A/G-postPregnancy:0.112 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.958 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.849 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.539 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.528 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.447 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.357 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.318 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.315 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.311 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 78 | OR_unadj: 1.280 [0.557 2.938] | indivs AUC:0.507 Correlated most with: Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:1.000 Maternal Maternal Procedure History:J1055-postPregnancy:0.319 Maternal Maternal Procedure History:90772-postPregnancy:0.253 Maternal Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:-0.243 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.238 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.230 Maternal Maternal Lab History: PH-postPregnancy:-0.208 Maternal Maternal Lab History: A/G-postPregnancy:0.197 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.184 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.184 * Maternal Maternal Lab History: GLUCOSE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 71 | OR_unadj: 3.090 [1.221 7.822] | indivs AUC:0.533 Correlated most with: Maternal Maternal Lab History: GLUCOSE-postPregnancy:1.000 Maternal Maternal Procedure History:97014-postPregnancy:0.376 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.258 Maternal Maternal Procedure History:97110-postPregnancy:0.240 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.233 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.212 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.206 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.197 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:0.196 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:-0.196 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.408 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.334 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.189 Maternal Maternal Lab History: TSH-otherPregnancy:-0.186 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.184 Maternal Maternal Procedure History:36415-postPregnancy:0.154 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.134 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:0.125 Maternal Maternal Procedure History:36415-otherPregnancy:0.120 Diagnosis:9ccs124:Tonsillitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.832 [0.289 2.398] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs124:Tonsillitis:1.000 Diagnosis:9ccs105:Conduction:0.178 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.143 Maternal Vital: Wt Percentile-otherPregnancy:0.142 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.135 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.132 Maternal Maternal Lab History: AMP/SULBACTAM-postPregnancy:-0.128 Maternal Maternal Lab History: APTT-postPregnancy:0.128 Maternal Maternal Lab History: PATIENT-postPregnancy:0.128 Lab:323700 CULTURE THROAT W SENS - Sunrise:0.128 Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:1.000 Maternal Diagnosis:9ccs250:Nausea/vomit:0.354 Maternal Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:0.354 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy:-0.354 Maternal Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:0.250 Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:-0.211 Maternal Maternal Diagnosis:9ccs180:Ectopic preg-postPregnancy:0.204 Maternal Maternal Lab History: GLUCOSE POCT-otherPregnancy:-0.188 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.144 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:-0.131 Maternal Maternal Lab History: PROLACTIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: PROLACTIN-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.362 Diagnosis:9ccs199:Ulcer skin:-0.348 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.331 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.327 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.315 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.242 Diagnosis:9ccs231:Oth fracture:-0.229 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.210 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.202 Maternal Diagnosis:9ccs204:Ot joint dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs204:Ot joint dx:1.000 Maternal Diagnosis:9ccs155:Other GI dx:0.315 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.204 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.181 Maternal Diagnosis:9ccs106:Dysrhythmia:0.145 Maternal Diagnosis:9ccs168:PID:0.145 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.129 Diagnosis:9ccs124:Tonsillitis:0.124 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.103 Diagnosis:9ccs143:Abdom hernia:0.097 * Maternal Maternal Lab History: FASTING-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 3.799 [1.064 13.558] | indivs AUC:0.513 Correlated most with: Maternal Maternal Lab History: FASTING-postPregnancy:1.000 Maternal Maternal Lab History: LH-postPregnancy:-0.524 Maternal Maternal Lab History: FASTING-otherPregnancy:0.432 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.402 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.370 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.327 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.301 Newborn Diagnosis:9ccs216:Nerv cong an:-0.293 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:-0.277 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.254 Maternal Diagnosis:9ccs69:Affective dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs69:Affective dx:1.000 Maternal Maternal Procedure History:93005-postPregnancy:0.366 Diagnosis:9ccs245:Syncope:0.315 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.290 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.183 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:-0.164 Newborn Diagnosis:9ccs253:Allergy:0.138 Diagnosis:9ccs205:Back problem:0.125 Diagnosis:9ccs224:Ot perint dx:0.111 Diagnosis:9ccs83:Epilepsy/cnv:0.104 Maternal Maternal Procedure History:J1055-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.484 Correlated most with: Maternal Maternal Procedure History:J1055-postPregnancy:1.000 Maternal Maternal Procedure History:90772-postPregnancy:0.767 Maternal Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:-0.455 Maternal Maternal Procedure History:90746-postPregnancy:-0.363 Maternal Maternal Procedure History:81025-postPregnancy:0.361 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.319 Maternal Maternal Lab History: PH-postPregnancy:-0.224 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.212 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.204 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:-0.197 Maternal Maternal Lab History: MONOS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 88 | OR_unadj: 0.864 [0.299 2.498] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: MONOS-otherPregnancy:1.000 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.542 Maternal Maternal Lab History: MONOS-postPregnancy:0.269 Diagnosis:9ccs252:Fatigue:0.266 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.206 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.206 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.206 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.206 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.191 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:-0.176 Diagnosis:9ccs8:Oth infectns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.599 [0.181 1.985] | indivs AUC:0.518 Correlated most with: Diagnosis:9ccs8:Oth infectns:1.000 Diagnosis:9ccs73:Preadult dx:0.178 Diagnosis:9ccs44:Neoplsm unsp:0.175 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.124 Maternal Maternal Lab History: eGFR-otherPregnancy:0.119 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.114 Maternal Maternal Lab History: eGFR-postPregnancy:0.114 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.113 Maternal Maternal Lab History: UIBC-postPregnancy:0.105 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.096 Maternal Maternal Lab History: A/G-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 68 | OR_unadj: 0.522 [0.159 1.719] | indivs AUC:0.493 Correlated most with: Maternal Maternal Lab History: A/G-postPregnancy:1.000 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.864 Maternal Maternal Lab History: A/G-otherPregnancy:0.324 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.258 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.235 Maternal Maternal Lab History: URIC ACID-otherPregnancy:-0.234 Diagnosis:9ccs76:Meningitis:-0.229 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.224 Maternal Maternal Procedure History:86703-postPregnancy:-0.220 Maternal Diagnosis:9ccs245:Syncope:0.202 Maternal Vital: PL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 71 | OR_unadj: 0.773 [0.270 2.219] | indivs AUC:0.502 Correlated most with: Maternal Vital: PL-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:-0.268 Maternal Vital: HR-otherPregnancy:0.246 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.211 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.197 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.192 Diagnosis:9ccs175:Ot femal gen:-0.188 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.188 Maternal Diagnosis:9ccs93:Dizziness:-0.178 Maternal Maternal Procedure History:81000-otherPregnancy:0.174 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:1.000 Maternal Maternal Procedure History:87880-postPregnancy:0.457 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.448 Maternal Maternal Lab History: PTT-postPregnancy:0.229 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.171 Diagnosis:9ccs123:Influenza:0.162 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.156 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:-0.137 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.122 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.119 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.910 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.849 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.567 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.411 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.395 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.362 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.342 Diagnosis:9ccs252:Fatigue:-0.336 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.326 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.474 Correlated most with: Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:1.000 Newborn Diagnosis:9ccs5:HIV infectn:0.338 Maternal Maternal Lab History: A/G-otherPregnancy:-0.300 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.272 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.265 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.264 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.257 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.250 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.241 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.239 Lab:294147 FREE T4 - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500 Correlated most with: Lab:294147 FREE T4 - LMC:1.000 Lab:294205 TSH REFLEX TO FT4 - LMC:0.502 Diagnosis:9ccs48:Thyroid dsor:-0.353 Maternal Vital: PEF-postPregnancy:-0.156 Maternal Maternal Procedure History:90746-postPregnancy:0.143 Diagnosis:9ccs204:Ot joint dx:0.126 Diagnosis:9ccs242:Poisn ot med:0.126 Maternal Maternal Procedure History:86580-postPregnancy:0.117 Diagnosis:9ccs55:Fluid/elc dx:0.086 Diagnosis:9ccs259:Unclassified:0.084 Maternal Maternal Procedure History:96372-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 43 | OR_unadj: 1.209 [0.345 4.239] | indivs AUC:0.513 Correlated most with: Maternal Maternal Procedure History:96372-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.192 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.167 Diagnosis:9ccs175:Ot femal gen:0.141 Diagnosis:9ccs240:Burns:0.108 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.108 Maternal Maternal Lab History: RBC-postPregnancy:0.108 Maternal Maternal Procedure History:90649-postPregnancy:-0.097 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.095 Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.092 Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.803 [0.181 3.555] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs215:gu cong anom:1.000 Maternal Diagnosis:10ccs58:Ot nutrit dx:0.249 Maternal Diagnosis:9ccs2603:E Codes: Fall:0.249 Maternal Diagnosis:9ccs235:Opn wnd head:0.249 Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:0.247 Newborn Diagnosis:9ccs215:gu cong anom:0.245 Maternal Diagnosis:9ccs239:Superfic inj:0.174 Maternal Diagnosis:9ccs46:Bnign ut neo:0.171 Newborn Diagnosis:9ccs253:Allergy:0.152 Maternal Diagnosis:9ccs89:Blindness:0.141 Maternal Maternal Procedure History:90649-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 0.467 [0.060 3.610] | indivs AUC:0.486 Correlated most with: Maternal Maternal Procedure History:90649-postPregnancy:1.000 Maternal Maternal Procedure History:90471-postPregnancy:0.530 Maternal Maternal Procedure History:90472-postPregnancy:0.233 Maternal Diagnosis:9ccs120:Hemmorhoids:0.187 Maternal Diagnosis:9ccs217:Ot cong anom:0.187 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.171 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.161 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.161 Maternal Maternal Lab History: MUMPS IGG-postPregnancy:-0.159 Maternal Maternal Lab History: UIBC-postPregnancy:0.153 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 61 | OR_unadj: 1.492 [0.552 4.032] | indivs AUC:0.519 Correlated most with: Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:1.000 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.415 Maternal Vital: Ht Percentile-otherPregnancy:0.341 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.315 Maternal Vital: Wt-postPregnancy:0.311 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.304 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.300 Maternal Vital: Wt-otherPregnancy:0.300 Maternal Maternal Lab History: LACTIC ACID-postPregnancy:-0.289 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.286 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:1.000 Diagnosis:9ccs145:Int obstruct:0.913 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:-0.517 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.491 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.456 Maternal Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:-0.333 Diagnosis:9ccs214:GI cong anom:0.264 Maternal Diagnosis:9ccs188:Pelvic obstr:0.165 Maternal Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.149 Maternal Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:0.129 Maternal Maternal Lab History: INHMOM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 1.331 [0.444 3.987] | indivs AUC:0.521 Correlated most with: Maternal Maternal Lab History: INHMOM-postPregnancy:1.000 Maternal Maternal Lab History: APF MoM-postPregnancy:0.367 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.322 Maternal Maternal Lab History: HCG-postPregnancy:0.271 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.268 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.266 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.261 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.231 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.224 Maternal Maternal Lab History: PAPP-A-postPregnancy:0.217 Diagnosis:9ccs154:Gastroent | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: nan [ nan nan] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs154:Gastroent:1.000 Diagnosis:9ccs120:Hemmorhoids:0.203 Diagnosis:9ccs153:GI hemorrhag:0.188 Maternal Maternal Lab History: HBV DNA-postPregnancy:0.168 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.164 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.161 Maternal Maternal Lab History: AMYLASE-otherPregnancy:-0.144 Maternal Maternal Lab History: LIPASE-otherPregnancy:-0.121 Maternal Maternal Lab History: A/G-postPregnancy:0.113 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.110 Maternal Maternal Lab History: FREE T3-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: FREE T3-otherPregnancy:1.000 Maternal Maternal Lab History: FREE T3-postPregnancy:0.766 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.684 Maternal Maternal Lab History: FREE T-4-otherPregnancy:0.616 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.577 Maternal Maternal Lab History: HEMOGLOBIN S-otherPregnancy:0.558 Maternal Vital: PEF-postPregnancy:0.558 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.458 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.433 Diagnosis:9ccs232:Sprain:-0.384 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:1.000 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:-0.433 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.377 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.335 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.307 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.244 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.198 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:0.186 Maternal Maternal Procedure History:81025-otherPregnancy:0.184 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.178 Maternal Maternal Lab History: INR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 32 | OR_unadj: 0.938 [0.209 4.218] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: INR-postPregnancy:1.000 Maternal Maternal Lab History: PT-postPregnancy:0.659 Maternal Maternal Lab History: PO2-postPregnancy:-0.351 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.334 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.321 Maternal Maternal Lab History: AMP/SULBACTAM-postPregnancy:-0.310 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.295 Maternal Maternal Lab History: PREVIOUS PAP RESULT-postPregnancy:0.273 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.269 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.268 Maternal Maternal Lab History: PT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.024 [0.226 4.649] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: PT-postPregnancy:1.000 Maternal Maternal Lab History: INR-postPregnancy:0.659 Maternal Maternal Lab History: AMYLASE-postPregnancy:-0.332 Maternal Maternal Lab History: LDH-postPregnancy:-0.207 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.205 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.205 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.198 Maternal Diagnosis:9ccs67:Subst-r mntl:-0.194 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.187 Maternal Maternal Lab History: URIC ACID-postPregnancy:-0.184 Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs47:Ot bnign neo:1.000 Maternal Diagnosis:9ccs9:Sexual Infxs:0.186 Newborn Diagnosis:9ccs47:Ot bnign neo:0.163 Diagnosis:9ccs252:Fatigue:0.163 Diagnosis:9ccs217:Ot cong anom:0.154 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.143 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.115 Diagnosis:9ccs123:Influenza:0.115 Maternal Maternal Lab History: NT MoM-postPregnancy:-0.114 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.112 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.750 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.664 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.573 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.567 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.528 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.506 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.500 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.500 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.500 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 32 | OR_unadj: 0.384 [0.091 1.618] | indivs AUC:0.493 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.468 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.262 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.254 Maternal Vital: Ht-otherPregnancy:0.213 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.203 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.200 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.194 Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.194 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.180 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.539 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.517 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.491 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.451 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.434 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.412 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.376 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:-0.328 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.327 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: nan [ nan nan] | indivs AUC:0.473 Correlated most with: Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.460 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.192 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.160 Maternal Vital: RR-postPregnancy:-0.154 Newborn Diagnosis:9ccs55:Fluid/elc dx:-0.149 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.147 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:-0.129 Maternal Maternal Procedure History:99211-otherPregnancy:-0.121 Maternal Maternal Lab History: A/G-postPregnancy:-0.116 Lab:294205 TSH REFLEX TO FT4 - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:1.000 Lab:294147 FREE T4 - LMC:0.502 Diagnosis:9ccs140:Gastritis:0.228 Maternal Vital: PEF-postPregnancy:0.214 Maternal Maternal Procedure History:90746-postPregnancy:-0.196 Diagnosis:9ccs48:Thyroid dsor:-0.167 Maternal Maternal Procedure History:86580-postPregnancy:-0.160 Maternal Diagnosis:9ccs61:Sickle cell:-0.101 Diagnosis:9ccs94:Other ear dx:0.076 Diagnosis:9ccs91:Other eye dx:0.075 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 46 | OR_unadj: 2.591 [0.893 7.522] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:1.000 Maternal Maternal Lab History: RUBELLA-otherPregnancy:0.205 Maternal Maternal Lab History: PT-otherPregnancy:0.181 Maternal Maternal Lab History: PTT-otherPregnancy:0.173 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:0.171 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.171 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.166 Maternal Maternal Procedure History:86580-otherPregnancy:0.144 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.144 Maternal Maternal Lab History: INR-otherPregnancy:0.139 Maternal Maternal Procedure History:90472-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.511 Correlated most with: Maternal Maternal Procedure History:90472-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs180:Ectopic preg-postPregnancy:-0.399 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.349 Maternal Maternal Procedure History:90649-postPregnancy:0.233 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.195 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.187 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.144 Maternal Maternal Lab History: CHLORIDE-postPregnancy:-0.140 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.139 Maternal Maternal Lab History: VLDL-postPregnancy:0.138 Vital: HC Percentile-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:-0.292 Maternal Maternal Procedure History:97014-postPregnancy:-0.111 Diagnosis:9ccs138:Esophgeal dx:-0.108 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.106 Diagnosis:9ccs250:Nausea/vomit:-0.100 Diagnosis:9ccs74:Ot mentl cnd:-0.082 Maternal Maternal Procedure History:97110-postPregnancy:-0.076 Diagnosis:9ccs133:Oth low resp:-0.071 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.069 Newborn Diagnosis:9ccs222:Perint jaund:-0.068 Diagnosis:9ccs153:GI hemorrhag | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.749 [0.170 3.295] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs153:GI hemorrhag:1.000 Maternal Diagnosis:9ccs121:Oth vein dx:0.241 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.192 Diagnosis:9ccs154:Gastroent:0.188 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.176 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.172 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.172 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.172 Maternal Maternal Lab History: AMYLASE-otherPregnancy:-0.171 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.161 Maternal Maternal Procedure History:S9470-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: nan [ nan nan] | indivs AUC:0.505 Correlated most with: Maternal Maternal Procedure History:S9470-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.393 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.351 Maternal Maternal Procedure History:36415-otherPregnancy:0.211 Maternal Maternal Procedure History:99211-otherPregnancy:0.197 Maternal Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:-0.192 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.187 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.174 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.171 Maternal Vital: BMI-postPregnancy:0.171 Maternal Vital: SpO2-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.504 Correlated most with: Maternal Vital: SpO2-postPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.567 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:-0.542 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.527 Maternal Maternal Lab History: MICRO/CREAT RATIO-postPregnancy:-0.429 Maternal Maternal Diagnosis:10ccs4:Mycoses-postPregnancy:-0.429 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:-0.429 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:-0.429 Maternal Maternal Lab History: MICROALBUMIN-postPregnancy:-0.429 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:-0.402 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.513 Correlated most with: Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.478 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.469 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.464 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.464 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.464 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.464 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.464 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.464 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.398 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 39 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.493 Correlated most with: Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.408 Maternal Maternal Lab History: OXACILLIN-postPregnancy:-0.316 Maternal Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.258 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.236 Maternal Maternal Lab History: PT-otherPregnancy:-0.225 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.215 Maternal Maternal Procedure History:J1055-postPregnancy:0.204 Maternal Maternal Procedure History:90772-postPregnancy:0.156 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.151 Diagnosis:9ccs123:Influenza | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs123:Influenza:1.000 Diagnosis:9ccs73:Preadult dx:0.257 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.212 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.205 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.191 Maternal Maternal Lab History: LACTIC ACID-postPregnancy:0.183 Maternal Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:-0.174 Maternal Maternal Procedure History:87880-postPregnancy:0.167 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.162 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.161 Maternal Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs83:Epilepsy/cnv:1.000 Maternal Diagnosis:10ccs58:Ot nutrit dx:0.447 Maternal Diagnosis:9ccs235:Opn wnd head:0.447 Maternal Diagnosis:9ccs2603:E Codes: Fall:0.447 Maternal Maternal Lab History: PO2-postPregnancy:0.408 Maternal Maternal Lab History: PREVIOUS PAP RESULT-postPregnancy:-0.317 Maternal Diagnosis:9ccs239:Superfic inj:0.315 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.268 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.262 Maternal Diagnosis:9ccs200:Oth skin dx:0.257 Vital: HC Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs16:Liver/ibd ca:-0.190 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.184 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.145 Newborn Diagnosis:9ccs216:Nerv cong an:-0.135 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.134 Maternal Maternal Procedure History:97014-postPregnancy:0.127 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.125 Maternal Maternal Lab History: AFP-otherPregnancy:0.112 Maternal Maternal Lab History: PT-postPregnancy:-0.093 Maternal Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:-0.091 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 42 | OR_unadj: 1.209 [0.345 4.239] | indivs AUC:0.491 Correlated most with: Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.464 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.449 Maternal Maternal Procedure History:S9470-postPregnancy:0.393 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.337 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.319 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.271 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.259 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:-0.247 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.232 Maternal Vital: RR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 3.777 [0.628 22.717] | indivs AUC:0.509 Correlated most with: Maternal Vital: RR-otherPregnancy:1.000 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:0.339 Diagnosis:9ccs75:Hx mental dx:0.305 Maternal Maternal Lab History: PT-otherPregnancy:0.289 Maternal Maternal Lab History: INR-otherPregnancy:0.289 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:-0.224 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:-0.193 Maternal Vital: Temp-otherPregnancy:0.191 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.185 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.169 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.562 [0.072 4.406] | indivs AUC:0.495 Correlated most with: Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:1.000 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.496 Maternal Maternal Lab History: PATIENT-postPregnancy:-0.480 Maternal Maternal Lab History: APTT-postPregnancy:-0.480 Maternal Maternal Lab History: AMP/SULBACTAM-postPregnancy:0.480 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.421 Maternal Maternal Lab History: INR-postPregnancy:-0.334 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:-0.289 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:-0.221 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.211 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:1.000 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:-0.214 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.189 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.185 Newborn Diagnosis:9ccs176:Contraceptiv:-0.143 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.137 Maternal Maternal Procedure History:90472-postPregnancy:-0.136 Maternal Maternal Lab History: A/G-otherPregnancy:0.135 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.127 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.126 Vital: BP-latest | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:0.196 Maternal Diagnosis:9ccs49:DiabMel no c:0.121 Maternal Diagnosis:9ccs215:gu cong anom:0.115 Maternal Maternal Lab History: RUBELLA-postPregnancy:-0.103 Diagnosis:9ccs214:GI cong anom:0.093 Diagnosis:9ccs4:Mycoses:0.087 Maternal Diagnosis:9ccs188:Pelvic obstr:-0.082 Diagnosis:9ccs233:Intracrn inj:-0.079 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.070 Diagnosis:9ccs222:Perint jaund:0.068 Maternal Maternal Procedure History:97014-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Procedure History:97014-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.576 Maternal Maternal Procedure History:97110-postPregnancy:0.536 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.376 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:-0.299 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.262 Maternal Maternal Procedure History:97035-postPregnancy:0.244 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.244 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.244 Newborn Diagnosis:9ccs220:Birth asphyx:-0.195 Lab:292495 LEAD LEVEL - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.502 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:1.000 Diagnosis:9ccs243:Poisn nonmed:-0.414 Maternal Diagnosis:9ccs56:Cystic fibro:0.272 Diagnosis:9ccs105:Conduction:-0.268 Diagnosis:9ccs106:Dysrhythmia:-0.190 Maternal Diagnosis:9ccs255:Social admin:-0.190 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.190 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.180 Maternal Maternal Lab History: TP PERIOD-postPregnancy:-0.180 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:-0.173 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.731 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:-0.324 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.314 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.307 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.291 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.277 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.250 Maternal Maternal Lab History: BUN-postPregnancy:0.236 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.205 * Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 17.087 [1.770 164.921] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:1.000 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.689 Newborn Diagnosis:9ccs176:Contraceptiv:0.685 Diagnosis:9ccs188:Pelvic obstr:0.485 Maternal Maternal Lab History: ESTRADIOL-postPregnancy:0.484 Maternal Diagnosis:9ccs98:HTN:0.229 Maternal Diagnosis:9ccs149:Biliary dx:0.217 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.181 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:-0.175 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.172 Maternal Maternal Lab History: LDH-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 2.838 [0.705 11.421] | indivs AUC:0.491 Correlated most with: Maternal Maternal Lab History: LDH-otherPregnancy:1.000 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.528 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.220 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.218 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.214 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.191 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.189 Newborn Diagnosis:9ccs5:HIV infectn:-0.173 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.162 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.160 Maternal Maternal Lab History: GFR in African American-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.562 [0.072 4.406] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: GFR in African American-postPregnancy:1.000 Maternal Maternal Lab History: GFR Calculation-postPregnancy:1.000 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:-0.396 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.345 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.338 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.290 Maternal Maternal Procedure History:97035-postPregnancy:-0.276 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.276 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.268 Maternal Maternal Lab History: VARICELLA IGM-postPregnancy:-0.267 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 42 | OR_unadj: 1.128 [0.246 5.176] | indivs AUC:0.503 Correlated most with: Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.549 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.536 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.512 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.479 Maternal Maternal Lab History: eGFR-otherPregnancy:-0.440 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.415 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.415 Maternal Maternal Procedure History:90658-postPregnancy:0.402 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.341 Diagnosis:9ccs2:Septicemia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2:Septicemia:1.000 Maternal Diagnosis:9ccs44:Neoplsm unsp:0.408 Diagnosis:9ccs233:Intracrn inj:0.408 Newborn Diagnosis:9ccs216:Nerv cong an:0.287 Maternal Maternal Procedure History:58300-postPregnancy:0.191 Maternal Maternal Lab History: FASTING-postPregnancy:-0.169 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.164 Newborn Diagnosis:9ccs215:gu cong anom:0.132 Maternal Maternal Lab History: AFP-postPregnancy:0.126 Maternal Maternal Diagnosis:9ccs63:Wht blood dx-postPregnancy:-0.118 Vital: HC Percentile-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs87:Retinal dx:-0.680 Diagnosis:9ccs238:Complic proc:-0.304 Diagnosis:10ccs238:Complic proc:-0.239 Diagnosis:9ccs2604:E Codes: Fire/burn:-0.239 Maternal Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:0.197 Maternal Maternal Lab History: eGFR-postPregnancy:-0.156 Diagnosis:9ccs3:Oth bact inf:0.144 Maternal Vital: SpO2-postPregnancy:-0.135 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.133 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.125 Diagnosis:9ccs233:Intracrn inj | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs233:Intracrn inj:1.000 Diagnosis:9ccs2:Septicemia:0.408 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.408 Diagnosis:9ccs83:Epilepsy/cnv:0.241 Maternal Maternal Lab History: ESTRIOL-postPregnancy:-0.178 Diagnosis:9ccs89:Blindness:0.172 Maternal Maternal Lab History: AFP-postPregnancy:-0.123 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.104 Diagnosis:9ccs250:Nausea/vomit:0.103 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:-0.101 Maternal Maternal Lab History: COLONY COUNT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Maternal Maternal Lab History: COLONY COUNT-postPregnancy:1.000 Maternal Maternal Lab History: AMP/SULBACTAM-postPregnancy:0.660 Diagnosis:9ccs117:Ot circul dx:0.312 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.224 Maternal Maternal Lab History: POTASSIUM-postPregnancy:0.122 Maternal Maternal Lab History: LACTIC ACID-postPregnancy:0.115 Maternal Vital: Ht Percentile-otherPregnancy:-0.107 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.099 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.093 Maternal Maternal Lab History: BUN-postPregnancy:-0.092 Maternal Maternal Lab History: GENTAMICIN TROUGH-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:1.000 Newborn Diagnosis:9ccs253:Allergy:0.224 Maternal Maternal Lab History: CALCIUM-postPregnancy:-0.171 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.157 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.135 Maternal Maternal Lab History: MCV-postPregnancy:-0.110 Maternal Maternal Lab History: MCH-postPregnancy:-0.095 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:-0.093 Diagnosis:9ccs255:Social admin:-0.080 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:-0.074 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 43 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:1.000 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.317 Maternal Diagnosis:9ccs175:Ot femal gen:0.248 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.244 Maternal Maternal Lab History: LDH-otherPregnancy:0.220 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.141 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.131 Diagnosis:9ccs55:Fluid/elc dx:0.128 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.128 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.123 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.329 [0.044 2.481] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:1.000 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.332 Diagnosis:9ccs2620:E Codes: Unspecified:-0.285 Maternal Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:0.249 Maternal Maternal Lab History: HBV DNA-postPregnancy:0.194 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.180 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:-0.176 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.171 Maternal Maternal Lab History: FASTING-otherPregnancy:0.169 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.149 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.448 Maternal Maternal Lab History: PTT-postPregnancy:0.315 Newborn Diagnosis:9ccs95:Oth nerv dx:0.228 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.223 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.188 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.180 Maternal Maternal Lab History: PT-postPregnancy:0.137 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.120 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:-0.112 Newborn Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.511 Correlated most with: Newborn Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.280 Diagnosis:9ccs118:Phlebitis:0.266 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.266 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.235 Diagnosis:9ccs96:Hrt valve dx:0.220 Maternal Diagnosis:9ccs175:Ot femal gen:0.130 Newborn Diagnosis:9ccs224:Ot perint dx:0.129 Maternal Diagnosis:9ccs172:Ovarian cyst:0.115 Diagnosis:9ccs211:Ot conn tiss:0.111 * Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 5.688 [1.142 28.338] | indivs AUC:0.516 Correlated most with: Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.367 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.336 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.331 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.298 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.292 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:-0.287 Maternal Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.248 Maternal Vital: SpO2-otherPregnancy:0.243 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.212 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:1.000 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.328 Maternal Maternal Diagnosis:9ccs219:Low birth wt-otherPregnancy:-0.270 Maternal Maternal Lab History: GLUCOSE POCT-otherPregnancy:-0.241 Maternal Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:-0.234 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.225 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.220 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-otherPregnancy:-0.217 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.204 Maternal Maternal Procedure History:93005-otherPregnancy:-0.198 Maternal Maternal Lab History: GFR Calculation-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: GFR Calculation-postPregnancy:1.000 Maternal Maternal Lab History: GFR in African American-postPregnancy:1.000 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:-0.394 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.344 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.341 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.292 Maternal Maternal Procedure History:97035-postPregnancy:-0.279 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.279 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.268 Maternal Maternal Lab History: VARICELLA IGM-postPregnancy:-0.266 Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.745 [0.564 5.394] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs161:Ot dx kidney:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.400 Diagnosis:9ccs159:UTI:0.240 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.192 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.172 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.172 Newborn Diagnosis:9ccs214:GI cong anom:0.169 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.155 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.139 Maternal Diagnosis:9ccs198:Ot infl skin:0.137 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 0.294 [0.039 2.204] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:1.000 Maternal Maternal Procedure History:S9470-postPregnancy:0.351 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.263 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.208 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.174 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.173 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.173 Maternal Maternal Lab History: METAMYELOCYTE-otherPregnancy:-0.172 Maternal Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:-0.164 Maternal Maternal Lab History: HERPES I IgG-otherPregnancy:-0.156 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.683 Newborn Diagnosis:9ccs220:Birth asphyx:-0.500 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:-0.500 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.397 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.304 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.297 Maternal Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:0.289 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.254 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.253 * Vital: HC Percentile-gain13to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 11.346 [1.025 125.601] | indivs AUC:0.507 Correlated most with: Maternal Maternal Procedure History:97014-postPregnancy:-0.371 Diagnosis:9ccs16:Liver/ibd ca:-0.310 Maternal Maternal Procedure History:97110-postPregnancy:-0.256 Newborn Diagnosis:9ccs216:Nerv cong an:-0.219 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.191 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.139 Diagnosis:9ccs216:Nerv cong an:-0.110 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.104 Maternal Maternal Procedure History:86703-postPregnancy:-0.103 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.101 Maternal Maternal Lab History: GAMMA GT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: GAMMA GT-otherPregnancy:1.000 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.586 Maternal Maternal Lab History: LDH-otherPregnancy:0.528 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.516 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.423 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.333 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.238 Maternal Maternal Lab History: LH-postPregnancy:0.224 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.220 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.207 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.560 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.559 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.411 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.371 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.357 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.354 Maternal Maternal Lab History: IRON-postPregnancy:-0.351 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.280 Maternal Diagnosis:9ccs93:Dizziness:0.274 Vital: HC Percentile-gain10to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.516 Correlated most with: Diagnosis:9ccs2604:E Codes: Fire/burn:0.351 Diagnosis:10ccs238:Complic proc:0.351 Diagnosis:9ccs87:Retinal dx:-0.202 Diagnosis:9ccs204:Ot joint dx:0.133 Diagnosis:9ccs242:Poisn ot med:0.133 Maternal Maternal Procedure History:86703-postPregnancy:0.114 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.100 Diagnosis:9ccs251:Abdomnl pain:0.098 Diagnosis:9ccs167:Breast dx:0.094 Diagnosis:9ccs238:Complic proc:-0.090 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.432 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.308 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:-0.293 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:-0.247 Maternal Diagnosis:9ccs159:UTI:0.242 Maternal Maternal Procedure History:S9470-otherPregnancy:0.194 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.191 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:-0.157 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.148 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.227 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:-0.224 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:-0.214 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.214 Maternal Maternal Procedure History:J1055-postPregnancy:-0.212 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.193 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.193 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.191 Maternal Vital: RR-postPregnancy:0.191 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 45 | OR_unadj: 0.803 [0.181 3.555] | indivs AUC:0.507 Correlated most with: Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:1.000 Maternal Maternal Procedure History:90663-postPregnancy:0.502 Maternal Maternal Procedure History:90470-postPregnancy:0.502 Maternal Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.439 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.281 Maternal Maternal Lab History: ALT-postPregnancy:0.241 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.220 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.217 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:0.191 Maternal Maternal Lab History: AMYLASE-postPregnancy:0.182 Maternal Vital: BMI Percentile-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 0.938 [0.209 4.218] | indivs AUC:0.505 Correlated most with: Maternal Vital: BMI Percentile-otherPregnancy:1.000 Maternal Vital: BMI Percentile-postPregnancy:0.571 Maternal Vital: Wt Percentile-otherPregnancy:0.279 Maternal Vital: Wt Percentile-postPregnancy:0.248 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.233 Maternal Vital: Wt-otherPregnancy:0.226 Maternal Vital: Ht Percentile-otherPregnancy:0.196 Maternal Maternal Lab History: LACTIC ACID-postPregnancy:-0.160 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.156 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.146 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.562 [0.072 4.406] | indivs AUC:0.505 Correlated most with: Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.585 Maternal Vital: Wt Percentile-otherPregnancy:0.365 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.345 Maternal Maternal Procedure History:93005-otherPregnancy:-0.329 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.325 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.309 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.284 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:-0.243 Maternal Maternal Lab History: FOLATE-otherPregnancy:-0.243 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 1.254 [0.269 5.836] | indivs AUC:0.507 Correlated most with: Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.359 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.291 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.237 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.215 Diagnosis:9ccs141:Ot dx stomch:0.205 Diagnosis:9ccs240:Burns:0.187 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.158 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.152 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:-0.142 Maternal Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs159:UTI:1.000 Maternal Diagnosis:9ccs157:Ac renl fail:0.353 Maternal Diagnosis:9ccs249:Shock:0.353 Maternal Diagnosis:9ccs244:Other injury:0.248 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.242 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.204 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.189 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.185 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.160 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.157 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 28 | OR_unadj: 3.408 [0.809 14.349] | indivs AUC:0.509 Correlated most with: Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:1.000 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.554 Maternal Maternal Procedure History:90472-postPregnancy:0.349 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.306 Maternal Maternal Lab History: FOLATE-postPregnancy:-0.231 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.218 Maternal Maternal Procedure History:97035-postPregnancy:-0.205 Maternal Maternal Procedure History:97001-postPregnancy:0.204 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.199 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.187 Maternal Maternal Lab History: PH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 34 | OR_unadj: nan [ nan nan] | indivs AUC:0.505 Correlated most with: Maternal Maternal Lab History: PH-otherPregnancy:1.000 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.321 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.321 Diagnosis:9ccs2620:E Codes: Unspecified:0.278 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.210 Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:-0.210 Maternal Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:-0.180 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.179 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.175 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.163 Diagnosis:10ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.057 [0.306 3.653] | indivs AUC:0.500 Correlated most with: Diagnosis:10ccs58:Ot nutrit dx:1.000 Diagnosis:9ccs2603:E Codes: Fall:0.756 Diagnosis:9ccs2620:E Codes: Unspecified:0.228 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.184 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.148 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.141 Maternal Diagnosis:9ccs75:Hx mental dx:0.129 Diagnosis:9ccs231:Oth fracture:0.129 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.124 Maternal Maternal Lab History: AFP-otherPregnancy:0.100 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.493 Correlated most with: Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.632 Maternal Maternal Lab History: HEMOGLOBIN S-otherPregnancy:0.581 Maternal Maternal Lab History: FREE T3-postPregnancy:0.577 Maternal Maternal Lab History: FREE T3-otherPregnancy:0.577 Maternal Vital: PEF-postPregnancy:0.516 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.427 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.426 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.417 Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:0.387 Maternal Maternal Lab History: MAGNESIUM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: MAGNESIUM-postPregnancy:1.000 Maternal Maternal Lab History: CALCIUM-postPregnancy:-0.342 Maternal Maternal Lab History: FREE T-4-otherPregnancy:0.312 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.291 Maternal Maternal Lab History: PTT-postPregnancy:-0.288 Diagnosis:9ccs232:Sprain:-0.281 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.276 Maternal Maternal Lab History: PO2-postPregnancy:0.262 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.254 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.253 Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.498 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:0.430 Diagnosis:9ccs140:Gastritis:0.256 Maternal Diagnosis:9ccs7:Viral infect:0.256 Maternal Maternal Lab History: PH-otherPregnancy:-0.210 Maternal Maternal Procedure History:90471-otherPregnancy:0.202 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.194 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:-0.190 Maternal Maternal Lab History: POLYS-otherPregnancy:0.109 Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.623 [0.144 2.701] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs211:Ot conn tiss:1.000 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.230 Maternal Diagnosis:10ccs58:Ot nutrit dx:0.222 Maternal Diagnosis:9ccs235:Opn wnd head:0.222 Maternal Diagnosis:9ccs2603:E Codes: Fall:0.222 Diagnosis:9ccs118:Phlebitis:0.222 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:-0.195 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.189 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.172 Diagnosis:9ccs204:Ot joint dx:0.163 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.554 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.331 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.248 Maternal Maternal Procedure History:36415-postPregnancy:0.230 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.226 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.214 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.207 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.205 Newborn Diagnosis:9ccs223:Birth trauma:0.198 * Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 5.688 [1.142 28.338] | indivs AUC:0.509 Correlated most with: Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:1.000 Diagnosis:9ccs129:Asp pneumon:-0.424 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:-0.393 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.385 Diagnosis:9ccs232:Sprain:0.333 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.321 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.320 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.300 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:0.292 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.289 Maternal Maternal Lab History: 2 HOUR-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 3.408 [0.809 14.349] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: 2 HOUR-postPregnancy:1.000 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.620 Maternal Maternal Procedure History:99211-otherPregnancy:0.514 Maternal Maternal Lab History: TSH-postPregnancy:-0.507 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.470 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.416 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.365 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.343 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.324 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:0.255 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.507 Correlated most with: Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.526 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.521 Maternal Maternal Lab History: LIPASE-otherPregnancy:0.492 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.438 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.391 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.316 Maternal Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.315 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.234 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.207 Maternal Maternal Lab History: URIC ACID-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: URIC ACID-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.438 Maternal Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:0.384 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:0.366 Maternal Maternal Procedure History:97035-postPregnancy:-0.293 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.293 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.293 Maternal Maternal Procedure History:97140-postPregnancy:0.273 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.261 Maternal Maternal Procedure History:97010-postPregnancy:0.237 Vital: HC Percentile-gain16to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:0.447 Maternal Maternal Lab History: HERPES I IgG-otherPregnancy:0.408 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.363 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.316 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.315 Diagnosis:10ccs238:Complic proc:-0.293 Diagnosis:9ccs2604:E Codes: Fire/burn:-0.293 Maternal Maternal Procedure History:97014-postPregnancy:0.190 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.171 Diagnosis:9ccs163:Other GU dx:0.167 Diagnosis:9ccs147:Anal/rectal | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs147:Anal/rectal:1.000 Diagnosis:9ccs2619:e codes: other specified- nec:0.249 Diagnosis:9ccs228:Fx skull fac:0.249 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.244 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.205 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.178 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.174 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.174 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.155 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.151 Newborn Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:1.000 Maternal Maternal Lab History: VARICELLA IGM-postPregnancy:0.289 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.285 Newborn Diagnosis:9ccs219:Low birth wt:0.272 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.248 Newborn Diagnosis:9ccs253:Allergy:0.220 Maternal Maternal Lab History: UIBC-postPregnancy:0.206 Maternal Diagnosis:9ccs184:Early labor:0.201 Newborn Diagnosis:9ccs256:Exam/eval:0.197 Maternal Maternal Procedure History:86580-postPregnancy:0.174 Maternal Maternal Procedure History:90772-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Procedure History:90772-postPregnancy:1.000 Maternal Maternal Procedure History:J1055-postPregnancy:0.767 Maternal Maternal Procedure History:90746-postPregnancy:-0.451 Maternal Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:-0.348 Maternal Maternal Procedure History:81025-postPregnancy:0.339 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.253 Maternal Maternal Lab History: PH-postPregnancy:-0.174 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.156 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:-0.156 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.148 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.468 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.230 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.195 Diagnosis:10ccs58:Ot nutrit dx:0.184 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.176 Diagnosis:9ccs154:Gastroent:0.164 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:0.151 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.140 Diagnosis:9ccs2603:E Codes: Fall:0.140 Diagnosis:9ccs61:Sickle cell | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs61:Sickle cell:1.000 Lab:306025 PPD:0.272 Diagnosis:9ccs190:Fetal distrs:0.234 Diagnosis:9ccs64:Ot hematl dx:0.232 Maternal Diagnosis:9ccs61:Sickle cell:0.218 Maternal Diagnosis:9ccs172:Ovarian cyst:0.146 Maternal Diagnosis:9ccs46:Bnign ut neo:0.113 Diagnosis:9ccs259:Unclassified:0.111 Newborn Diagnosis:9ccs256:Exam/eval:0.082 Maternal Diagnosis:9ccs190:Fetal distrs:0.078 Maternal Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs62:Coag/hemr dx:1.000 Diagnosis:9ccs233:Intracrn inj:0.408 Maternal Maternal Lab History: FOLATE-postPregnancy:-0.326 Maternal Maternal Procedure History:97035-postPregnancy:-0.289 Maternal Diagnosis:9ccs130:Pleurisy:0.287 Maternal Maternal Procedure History:97001-postPregnancy:0.259 Maternal Diagnosis:9ccs175:Ot femal gen:0.202 Maternal Maternal Procedure History:97530-postPregnancy:-0.167 Diagnosis:9ccs2:Septicemia:0.164 Maternal Diagnosis:9ccs60:Acut p-h anm:0.158 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.509 Correlated most with: Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:1.000 Diagnosis:9ccs145:Int obstruct:0.538 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.503 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.491 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.491 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.439 Maternal Maternal Lab History: eGFR-otherPregnancy:-0.403 Maternal Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:0.380 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.380 Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:0.380 Maternal Maternal Procedure History:96372-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.505 Correlated most with: Maternal Maternal Procedure History:96372-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:0.548 Maternal Maternal Lab History: TSH-otherPregnancy:-0.474 Maternal Maternal Lab History: FOLATE-otherPregnancy:-0.474 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:0.474 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:-0.474 Maternal Maternal Lab History: IRON-otherPregnancy:-0.474 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.474 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.459 Maternal Maternal Lab History: FERRITIN-otherPregnancy:-0.334 Maternal Maternal Lab History: MONOCYTE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.505 Correlated most with: Maternal Maternal Lab History: MONOCYTE-postPregnancy:1.000 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.425 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.421 Maternal Maternal Lab History: METAMYELOCYTE-otherPregnancy:-0.400 Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:-0.355 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.216 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:-0.206 Maternal Maternal Lab History: TRANSFERRIN-postPregnancy:-0.186 Maternal Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.186 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.184 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:1.000 Maternal Maternal Lab History: TSH-otherPregnancy:0.484 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.484 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:0.484 Maternal Maternal Lab History: IRON-otherPregnancy:0.484 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:0.484 Maternal Maternal Lab History: FOLATE-otherPregnancy:0.484 Maternal Maternal Procedure History:96372-otherPregnancy:-0.459 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.388 Maternal Maternal Lab History: FERRITIN-otherPregnancy:0.341 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: nan [ nan nan] | indivs AUC:0.505 Correlated most with: Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.360 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.339 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.291 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.252 Maternal Maternal Lab History: APTT-postPregnancy:0.244 Maternal Maternal Lab History: AMP/SULBACTAM-postPregnancy:-0.244 Maternal Maternal Lab History: PATIENT-postPregnancy:0.244 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.221 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.221 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 38 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:-0.591 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.346 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.305 Maternal Maternal Lab History: ANION GAP-otherPregnancy:-0.226 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.208 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.199 Maternal Vital: BMI-postPregnancy:0.195 Maternal Maternal Lab History: ANION GAP-postPregnancy:-0.189 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.188 Maternal Vital: Wt Percentile-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.892 [0.605 5.911] | indivs AUC:0.507 Correlated most with: Maternal Vital: Wt Percentile-postPregnancy:1.000 Maternal Vital: BMI Percentile-postPregnancy:0.578 Maternal Vital: Ht Percentile-postPregnancy:0.318 Maternal Vital: BMI Percentile-otherPregnancy:0.248 Maternal Diagnosis:9ccs53:Hyperlipidem:0.229 Maternal Vital: Wt Percentile-otherPregnancy:0.194 Lab:294495 LEAD, BLOOD - LMC:-0.181 Maternal Maternal Procedure History:81025-postPregnancy:0.145 Maternal Vital: Wt-postPregnancy:0.136 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.134 Maternal Maternal Lab History: GLOBULIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: GLOBULIN-otherPregnancy:1.000 Maternal Maternal Lab History: A/G-otherPregnancy:-0.727 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.685 Maternal Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:0.356 Maternal Maternal Lab History: GLOBULIN-postPregnancy:0.326 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.295 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.275 Maternal Maternal Procedure History:86703-postPregnancy:0.270 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.264 Maternal Maternal Lab History: FASTING-otherPregnancy:0.261 Vital: Wt for Len Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.507 Correlated most with: Lab:297262 HEMOGLOBIN (HEMOCUE):0.133 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.109 Newborn Diagnosis:9ccs221:Resp distres:0.095 Newborn Diagnosis:9ccs253:Allergy:0.085 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.082 Diagnosis:9ccs239:Superfic inj:-0.068 Diagnosis:9ccs215:gu cong anom:0.067 Diagnosis:9ccs197:Skin infectn:-0.065 Maternal Diagnosis:9ccs106:Dysrhythmia:0.056 Diagnosis:9ccs90:Eye infectn:0.046 Maternal Maternal Procedure History:90658-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.507 Correlated most with: Maternal Maternal Procedure History:90658-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.608 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.594 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.544 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.531 Maternal Maternal Lab History: eGFR-otherPregnancy:-0.487 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.460 Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:0.460 Maternal Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:0.460 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.460 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.383 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:0.332 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.295 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.281 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.280 Maternal Maternal Lab History: TP VOLUME-postPregnancy:-0.278 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.277 Maternal Maternal Lab History: TP PERIOD-postPregnancy:0.264 Maternal Vital: Temp-otherPregnancy:0.261 Maternal Maternal Procedure History:97110-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Procedure History:97110-postPregnancy:1.000 Maternal Maternal Procedure History:97032-postPregnancy:0.647 Maternal Maternal Procedure History:97010-postPregnancy:0.593 Maternal Maternal Procedure History:97014-postPregnancy:0.536 Maternal Maternal Procedure History:97530-postPregnancy:-0.411 Maternal Maternal Procedure History:97140-postPregnancy:0.369 Maternal Maternal Diagnosis:9ccs63:Wht blood dx-postPregnancy:-0.354 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.347 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.320 Maternal Maternal Procedure History:97112-postPregnancy:0.302 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.485 Correlated most with: Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:1.000 Maternal Maternal Procedure History:97140-postPregnancy:0.704 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.513 Maternal Maternal Procedure History:97010-postPregnancy:0.489 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.477 Maternal Maternal Procedure History:97032-postPregnancy:0.410 Maternal Maternal Procedure History:97110-postPregnancy:0.347 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.326 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.306 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.269 * Maternal Maternal Lab History: 2 HOUR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 3.799 [1.064 13.558] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: 2 HOUR-otherPregnancy:1.000 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.603 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.589 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.470 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.417 Maternal Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:-0.340 Maternal Maternal Lab History: TSH-postPregnancy:-0.334 Maternal Maternal Procedure History:99211-otherPregnancy:0.324 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.246 Maternal Maternal Lab History: LH-postPregnancy:-0.228 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.510 Correlated most with: Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.610 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.606 Maternal Maternal Lab History: LIPASE-otherPregnancy:0.566 Maternal Maternal Lab History: PO2-postPregnancy:0.470 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.450 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.438 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.397 Maternal Maternal Lab History: PREVIOUS PAP RESULT-postPregnancy:-0.365 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.308 Maternal Maternal Lab History: FASTING-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 40 | OR_unadj: 1.128 [0.324 3.925] | indivs AUC:0.491 Correlated most with: Maternal Maternal Lab History: FASTING-otherPregnancy:1.000 Maternal Maternal Lab History: FASTING-postPregnancy:0.432 Maternal Maternal Lab History: LH-postPregnancy:-0.381 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.378 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.261 Maternal Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:0.251 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.223 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.222 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.215 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.194 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:1.000 Maternal Diagnosis:9ccs3:Oth bact inf:-0.764 Maternal Maternal Lab History: IRON-otherPregnancy:-0.540 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.540 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:-0.540 Maternal Maternal Lab History: FOLATE-otherPregnancy:-0.540 Maternal Maternal Lab History: PAPP-A-otherPregnancy:-0.491 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.446 Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.430 Maternal Maternal Lab History: HCG-otherPregnancy:-0.346 Diagnosis:9ccs231:Oth fracture | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs231:Oth fracture:1.000 Diagnosis:9ccs229:Fx arm:0.332 Diagnosis:9ccs223:Birth trauma:0.255 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.237 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.229 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.166 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.140 Diagnosis:10ccs58:Ot nutrit dx:0.129 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.123 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.115 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.374 Maternal Maternal Procedure History:90663-postPregnancy:0.361 Maternal Maternal Procedure History:90470-postPregnancy:0.361 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.314 Maternal Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.311 Maternal Vital: SpO2-otherPregnancy:-0.302 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:0.293 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:0.293 Maternal Maternal Diagnosis:10ccs172:Ovarian cyst-postPregnancy:0.254 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:1.000 Maternal Maternal Lab History: A/G-otherPregnancy:0.397 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:-0.384 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.250 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.248 Maternal Maternal Procedure History:36415-otherPregnancy:0.202 Maternal Maternal Lab History: FASTING-otherPregnancy:-0.192 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.191 Maternal Maternal Lab History: POLYS-otherPregnancy:0.177 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.168 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.231 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:-0.198 Diagnosis:9ccs208:Acq foot def:0.193 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.185 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.176 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.176 Maternal Maternal Lab History: HCG-otherPregnancy:-0.173 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.154 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.149 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 3.408 [0.809 14.349] | indivs AUC:0.516 Correlated most with: Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:1.000 Maternal Maternal Procedure History:99211-otherPregnancy:0.414 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.345 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.337 Maternal Vital: Wt Percentile-otherPregnancy:0.327 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.324 Maternal Maternal Lab History: TSH-postPregnancy:-0.303 Maternal Maternal Procedure History:93005-otherPregnancy:-0.303 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.290 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.275 Maternal Maternal Lab History: FERRITIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: FERRITIN-postPregnancy:1.000 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.743 Maternal Maternal Lab History: UIBC-postPregnancy:-0.731 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:0.714 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:0.676 Maternal Maternal Lab History: CHr(RETIC HGB CONTENT)-postPregnancy:0.644 Maternal Maternal Lab History: RETICULOCYTES-postPregnancy:0.644 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.335 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.317 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.309 Newborn Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs215:gu cong anom:1.000 Diagnosis:9ccs161:Ot dx kidney:0.400 Diagnosis:9ccs215:gu cong anom:0.245 Newborn Diagnosis:9ccs214:GI cong anom:0.234 Maternal Diagnosis:9ccs161:Ot dx kidney:0.164 Maternal Diagnosis:9ccs117:Ot circul dx:0.164 Maternal Diagnosis:9ccs215:gu cong anom:0.164 Diagnosis:9ccs2:Septicemia:0.132 Newborn Diagnosis:9ccs200:Oth skin dx:0.122 Maternal Diagnosis:9ccs46:Bnign ut neo:0.113 Vital: HC Percentile-gain7to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs2604:E Codes: Fire/burn:-0.391 Diagnosis:10ccs238:Complic proc:-0.391 Diagnosis:9ccs16:Liver/ibd ca:0.236 Diagnosis:9ccs87:Retinal dx:0.213 Newborn Diagnosis:9ccs216:Nerv cong an:0.167 Diagnosis:9ccs204:Ot joint dx:-0.148 Diagnosis:9ccs242:Poisn ot med:-0.148 Diagnosis:9ccs3:Oth bact inf:-0.121 Diagnosis:9ccs251:Abdomnl pain:-0.109 Newborn Diagnosis:9ccs95:Oth nerv dx:0.106 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.605 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.468 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.467 Maternal Maternal Lab History: BUN-otherPregnancy:0.334 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:-0.299 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.255 Maternal Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:-0.235 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.230 Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.204 Diagnosis:9ccs240:Burns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs240:Burns:1.000 Maternal Diagnosis:9ccs121:Oth vein dx:0.288 Maternal Maternal Lab History: RETIC HGB-postPregnancy:-0.228 Maternal Maternal Lab History: RET %-postPregnancy:0.192 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.187 Maternal Maternal Lab History: RET ABS-postPregnancy:0.185 Maternal Diagnosis:9ccs143:Abdom hernia:0.141 Maternal Maternal Procedure History:58300-postPregnancy:0.135 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.125 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.125 Maternal Vital: Ht Percentile-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.496 Correlated most with: Maternal Vital: Ht Percentile-postPregnancy:1.000 Maternal Vital: Wt Percentile-postPregnancy:0.318 Maternal Vital: Ht Percentile-otherPregnancy:0.284 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.263 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-otherPregnancy:0.217 Maternal Maternal Lab History: APF MoM-postPregnancy:0.214 Lab:294495 LEAD, BLOOD - LMC:0.181 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.177 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:-0.159 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:0.159 Maternal Maternal Lab History: GTT 90 MIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: GTT 90 MIN-postPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:0.423 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.163 Maternal Maternal Lab History: 2 HOUR-postPregnancy:-0.155 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.154 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.115 Maternal Maternal Lab History: VLDL-postPregnancy:0.111 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.104 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.100 Maternal Maternal Lab History: PT-postPregnancy:-0.086 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.491 Correlated most with: Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:1.000 Maternal Maternal Lab History: PO2-postPregnancy:-0.391 Maternal Maternal Lab History: PREVIOUS PAP RESULT-postPregnancy:0.303 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:-0.275 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.247 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.246 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.240 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.229 Maternal Diagnosis:9ccs117:Ot circul dx:-0.215 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.200 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: nan [ nan nan] | indivs AUC:0.507 Correlated most with: Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.790 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.683 Diagnosis:9ccs246:FUO:0.613 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:-0.612 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.580 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.512 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.448 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.370 Maternal Maternal Procedure History:36415-postPregnancy:0.364 Vital: Wt for Len Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.489 Correlated most with: Maternal Vital: Temp-postPregnancy:-0.100 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.078 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.071 Newborn Diagnosis:9ccs221:Resp distres:0.068 Maternal Diagnosis:9ccs60:Acut p-h anm:-0.064 Newborn Diagnosis:9ccs253:Allergy:0.060 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.058 Diagnosis:9ccs256:Exam/eval:-0.058 Diagnosis:9ccs258:Other screen:-0.057 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.052 Vital: HC Percentile-avg16to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Procedure History:97014-postPregnancy:0.553 Maternal Maternal Procedure History:97110-postPregnancy:0.381 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.285 Diagnosis:9ccs2604:E Codes: Fire/burn:0.267 Diagnosis:10ccs238:Complic proc:0.267 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.138 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.136 Maternal Maternal Lab History: WEIGHT-postPregnancy:-0.132 Maternal Maternal Procedure History:97001-postPregnancy:0.127 Diagnosis:9ccs138:Esophgeal dx:-0.109 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:1.000 Maternal Maternal Lab History: TSH-postPregnancy:0.423 Maternal Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.207 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.207 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:-0.190 Maternal Maternal Lab History: RETIC HGB-postPregnancy:0.188 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.169 Maternal Maternal Procedure History:97035-postPregnancy:-0.169 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.169 Diagnosis:9ccs76:Meningitis:0.160 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:1.000 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.855 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.798 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.726 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.644 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.627 Maternal Maternal Diagnosis:10ccs4:Mycoses-postPregnancy:0.627 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.627 Maternal Maternal Lab History: MICRO/CREAT RATIO-postPregnancy:0.627 Maternal Maternal Lab History: MICROALBUMIN-postPregnancy:0.627 Diagnosis:9ccs64:Ot hematl dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs64:Ot hematl dx:1.000 Diagnosis:9ccs49:DiabMel no c:0.353 Maternal Maternal Lab History: LH-postPregnancy:-0.289 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.251 Diagnosis:9ccs190:Fetal distrs:0.248 Diagnosis:9ccs61:Sickle cell:0.232 Maternal Maternal Lab History: FASTING-postPregnancy:0.227 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.200 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.197 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.168 Vital: HC Percentile-avg7to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs87:Retinal dx:-0.821 Diagnosis:9ccs2604:E Codes: Fire/burn:0.425 Diagnosis:10ccs238:Complic proc:0.425 Diagnosis:9ccs238:Complic proc:-0.367 Diagnosis:9ccs204:Ot joint dx:0.161 Diagnosis:9ccs242:Poisn ot med:0.161 Maternal Diagnosis:9ccs49:DiabMel no c:-0.146 Diagnosis:9ccs95:Oth nerv dx:-0.128 Diagnosis:9ccs143:Abdom hernia:-0.119 Diagnosis:9ccs251:Abdomnl pain:0.118 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:1.000 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:-0.408 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.408 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.358 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.307 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.280 Maternal Maternal Procedure History:81025-otherPregnancy:0.236 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.202 Newborn Diagnosis:9ccs253:Allergy:0.183 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.169 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.489 Correlated most with: Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:1.000 Maternal Maternal Procedure History:93005-postPregnancy:0.528 Diagnosis:9ccs245:Syncope:0.458 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.419 Maternal Diagnosis:9ccs69:Affective dx:0.290 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:-0.236 Newborn Diagnosis:9ccs253:Allergy:0.205 Diagnosis:9ccs205:Back problem:0.187 Maternal Maternal Procedure History:97140-postPregnancy:-0.169 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.160 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.505 Correlated most with: Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:1.000 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.565 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.351 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-otherPregnancy:0.351 Maternal Maternal Lab History: RDW-otherPregnancy:0.183 Maternal Vital: Ht Percentile-otherPregnancy:0.164 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.161 Maternal Vital: Ht Percentile-postPregnancy:0.159 Newborn Diagnosis:9ccs197:Skin infectn:-0.149 Maternal Maternal Lab History: BUN-otherPregnancy:-0.139 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.491 Correlated most with: Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.378 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.273 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.225 Diagnosis:9ccs123:Influenza:0.191 Maternal Diagnosis:9ccs6:Hepatitis:0.181 Maternal Maternal Procedure History:90656-postPregnancy:0.152 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.148 Diagnosis:9ccs129:Asp pneumon:0.147 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:-0.143 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.496 Maternal Maternal Lab History: TRANSFERRIN-postPregnancy:0.390 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:-0.362 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:-0.344 Maternal Maternal Lab History: FERRITIN-postPregnancy:-0.335 Maternal Maternal Lab History: IRON-postPregnancy:-0.331 Maternal Diagnosis:9ccs5:HIV infectn:0.287 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.198 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:-0.185 Maternal Maternal Lab History: A/G-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: A/G-otherPregnancy:1.000 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.727 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.595 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.397 Maternal Maternal Lab History: URIC ACID-otherPregnancy:-0.330 Maternal Maternal Lab History: A/G-postPregnancy:0.324 Diagnosis:9ccs76:Meningitis:-0.318 Maternal Maternal Procedure History:86703-postPregnancy:-0.305 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.300 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.279 Maternal Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs89:Blindness:1.000 Maternal Diagnosis:9ccs84:Headache/mig:0.383 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.332 Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:0.287 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.234 Maternal Diagnosis:9ccs238:Complic proc:0.234 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.233 Maternal Diagnosis:9ccs149:Biliary dx:0.180 Maternal Diagnosis:9ccs7:Viral infect:0.151 Diagnosis:9ccs215:gu cong anom:0.141 * Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 11.346 [1.025 125.601] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.984 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.349 Maternal Maternal Lab History: TSH-otherPregnancy:-0.346 Maternal Maternal Lab History: IRON-otherPregnancy:-0.346 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:-0.346 Maternal Maternal Lab History: FOLATE-otherPregnancy:-0.346 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.346 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.335 Maternal Maternal Procedure History:96372-otherPregnancy:0.329 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.511 Correlated most with: Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.512 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.397 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.344 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.199 Maternal Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.195 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.192 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.192 Maternal Maternal Lab History: GLOBULIN-postPregnancy:0.187 Maternal Maternal Procedure History:93005-postPregnancy:-0.184 * Maternal Maternal Lab History: 3 HOUR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 4.562 [1.217 17.105] | indivs AUC:0.512 Correlated most with: Maternal Maternal Lab History: 3 HOUR-otherPregnancy:1.000 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.589 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.490 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.416 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:-0.358 Maternal Maternal Procedure History:99211-otherPregnancy:0.344 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.336 Maternal Maternal Lab History: TSH-postPregnancy:-0.334 Maternal Maternal Procedure History:81025-otherPregnancy:-0.237 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.230 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:1.000 Maternal Maternal Lab History: IRON-postPregnancy:-0.279 Maternal Diagnosis:9ccs128:Asthma:0.153 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.148 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.147 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:-0.147 Maternal Maternal Lab History: FERRITIN-postPregnancy:-0.140 Maternal Maternal Lab History: RBC-postPregnancy:-0.136 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:-0.124 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.120 Maternal Maternal Lab History: IRON-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: IRON-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.491 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.487 Maternal Maternal Lab History: RETIC HGB-postPregnancy:0.404 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.351 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.331 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:-0.302 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.288 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.279 Maternal Maternal Procedure History:97035-postPregnancy:-0.268 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:1.000 Maternal Maternal Lab History: RET %-postPregnancy:-0.321 Maternal Maternal Lab History: IRON-postPregnancy:-0.302 Maternal Maternal Lab History: RET ABS-postPregnancy:-0.278 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:-0.247 Maternal Maternal Lab History: BUN-postPregnancy:0.239 Maternal Maternal Lab History: ANION GAP-postPregnancy:-0.193 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.182 Maternal Maternal Lab History: FERRITIN-postPregnancy:-0.153 Maternal Maternal Lab History: INR-postPregnancy:0.136 Maternal Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:1.000 Maternal Maternal Lab History: GTT 90 MIN-postPregnancy:0.423 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:-0.231 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.170 Maternal Maternal Lab History: 2 HOUR-postPregnancy:-0.167 Maternal Maternal Lab History: VLDL-postPregnancy:-0.166 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:-0.156 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.151 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.127 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.105 Vital: HC Percentile-avg10to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs87:Retinal dx:-0.681 Diagnosis:9ccs238:Complic proc:-0.305 Maternal Diagnosis:9ccs49:DiabMel no c:-0.122 Diagnosis:9ccs95:Oth nerv dx:-0.106 Newborn Diagnosis:9ccs96:Hrt valve dx:0.096 Newborn Diagnosis:9ccs94:Other ear dx:0.093 Diagnosis:9ccs138:Esophgeal dx:-0.093 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.075 Newborn Diagnosis:9ccs219:Low birth wt:-0.070 Diagnosis:9ccs140:Gastritis:0.069 Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.400 [0.052 3.055] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs55:Fluid/elc dx:1.000 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.129 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.128 Maternal Diagnosis:9ccs175:Ot femal gen:0.125 Maternal Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy:-0.106 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:-0.099 Maternal Maternal Procedure History:90656-postPregnancy:0.093 Diagnosis:9ccs204:Ot joint dx:0.092 Diagnosis:9ccs242:Poisn ot med:0.092 Diagnosis:9ccs219:Low birth wt:0.091 Maternal Maternal Procedure History:90470-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.505 Correlated most with: Maternal Maternal Procedure History:90470-postPregnancy:1.000 Maternal Maternal Procedure History:90663-postPregnancy:0.992 Maternal Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.782 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.502 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.361 Maternal Maternal Lab History: ALT-postPregnancy:0.346 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.294 Maternal Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.272 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.262 Maternal Maternal Lab History: AMYLASE-postPregnancy:0.251 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.514 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.448 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.402 Diagnosis:9ccs246:FUO:0.366 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:-0.366 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:-0.366 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.342 Maternal Maternal Lab History: ALT-otherPregnancy:0.295 Maternal Maternal Procedure History:36415-postPregnancy:0.218 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.550 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.537 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.527 Maternal Maternal Lab History: LIPASE-otherPregnancy:0.489 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.450 Maternal Maternal Lab History: T-3 UPTAKE-postPregnancy:-0.441 Maternal Maternal Lab History: T-4-postPregnancy:-0.441 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.391 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.379 * Maternal Maternal Lab History: 1 HOUR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 4.562 [1.217 17.105] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: 1 HOUR-otherPregnancy:1.000 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.603 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.490 Maternal Maternal Lab History: LH-postPregnancy:-0.453 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.448 Maternal Maternal Lab History: FASTING-postPregnancy:0.402 Maternal Maternal Lab History: FASTING-otherPregnancy:0.378 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.365 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.310 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.294 Maternal Maternal Lab History: URINE CULTURE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: URINE CULTURE-postPregnancy:1.000 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:0.565 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-otherPregnancy:0.373 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.373 Maternal Maternal Lab History: RDW-otherPregnancy:0.199 Maternal Vital: Ht Percentile-postPregnancy:0.177 Maternal Maternal Lab History: AST-otherPregnancy:0.158 Maternal Vital: Ht Percentile-otherPregnancy:0.155 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.148 Maternal Vital: BMI-postPregnancy:0.142 Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:1.000 Diagnosis:9ccs230:Fx leg:0.447 Diagnosis:9ccs210:SLE:0.447 Diagnosis:9ccs52:Nutrit defic:0.222 Diagnosis:9ccs64:Ot hematl dx:0.155 Diagnosis:9ccs134:Ot uppr resp:0.150 Diagnosis:9ccs89:Blindness:0.150 Diagnosis:9ccs212:Ot bone dx:0.125 Diagnosis:9ccs251:Abdomnl pain:0.120 Maternal Diagnosis:9ccs7:Viral infect:0.115 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:1.000 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.685 Maternal Maternal Lab History: A/G-otherPregnancy:-0.595 Maternal Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:0.341 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.248 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.246 Maternal Maternal Procedure History:S9470-otherPregnancy:0.239 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.235 Maternal Maternal Procedure History:86703-otherPregnancy:0.224 Maternal Maternal Procedure History:86703-postPregnancy:0.221 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 5.669 [0.795 40.431] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.440 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.437 Diagnosis:9ccs232:Sprain:0.434 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.392 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.350 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.349 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.345 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.337 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.307 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.820 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.559 Maternal Maternal Lab History: IRON-postPregnancy:0.487 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.478 Maternal Maternal Lab History: BUN-postPregnancy:0.234 Maternal Maternal Lab History: FOLATE-postPregnancy:0.213 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.211 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.200 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:-0.196 Maternal Maternal Lab History: PREVIOUS PAP RESULT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: PREVIOUS PAP RESULT-postPregnancy:1.000 Maternal Maternal Lab History: PO2-postPregnancy:-0.644 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.422 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.414 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.397 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.372 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:-0.365 Maternal Diagnosis:9ccs117:Ot circul dx:-0.354 Maternal Diagnosis:9ccs83:Epilepsy/cnv:-0.317 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:0.303 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.556 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:-0.408 Maternal Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:-0.404 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.347 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.230 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.210 Maternal Maternal Lab History: FASTING-otherPregnancy:-0.177 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.157 Diagnosis:9ccs147:Anal/rectal:-0.145 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.513 Correlated most with: Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.548 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.506 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:-0.439 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.439 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.358 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.335 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.319 Maternal Maternal Procedure History:81025-otherPregnancy:0.246 Maternal Maternal Lab History: FREE T3-postPregnancy:0.219 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.840 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:-0.641 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.547 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:-0.414 Diagnosis:9ccs238:Complic proc:0.406 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:-0.385 Maternal Maternal Procedure History:93005-postPregnancy:-0.370 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:-0.370 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:-0.370 Diagnosis:9ccs214:GI cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs214:GI cong anom:1.000 Diagnosis:9ccs145:Int obstruct:0.288 Diagnosis:9ccs199:Ulcer skin:0.288 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.264 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.192 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.156 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.145 Maternal Diagnosis:9ccs215:gu cong anom:0.141 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:-0.132 Newborn Diagnosis:9ccs0:No DX:0.125 Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs163:Other GU dx:1.000 Maternal Diagnosis:9ccs96:Hrt valve dx:0.202 Diagnosis:9ccs168:PID:0.200 Diagnosis:9ccs215:gu cong anom:0.137 Diagnosis:9ccs159:UTI:0.106 Diagnosis:9ccs242:Poisn ot med:0.104 Diagnosis:9ccs175:Ot femal gen:0.104 Diagnosis:9ccs244:Other injury:0.101 Diagnosis:9ccs224:Ot perint dx:0.101 Number of Visits:0.089 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.491 Correlated most with: Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.709 Maternal Maternal Lab History: LIPASE-otherPregnancy:0.663 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.610 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.527 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.521 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.404 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.341 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.260 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:-0.234 Maternal Maternal Lab History: LIPASE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: LIPASE-postPregnancy:1.000 Maternal Maternal Lab History: AMYLASE-postPregnancy:-0.353 Maternal Maternal Lab History: ALT-postPregnancy:-0.339 Maternal Maternal Diagnosis:10ccs59:Anemia-postPregnancy:-0.312 Maternal Maternal Procedure History:90470-postPregnancy:-0.294 Maternal Maternal Procedure History:90663-postPregnancy:-0.294 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:-0.281 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.181 Maternal Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.171 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.147 Vital: BP-avg19to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs134:Ot uppr resp:0.623 Diagnosis:9ccs233:Intracrn inj:-0.303 Maternal Diagnosis:9ccs53:Hyperlipidem:0.130 Diagnosis:9ccs2:Septicemia:-0.124 Maternal Diagnosis:9ccs62:Coag/hemr dx:-0.124 Diagnosis:9ccs159:UTI:0.085 Diagnosis:9ccs58:Ot nutrit dx:0.083 Diagnosis:9ccs224:Ot perint dx:-0.082 Diagnosis:9ccs83:Epilepsy/cnv:-0.074 Diagnosis:9ccs208:Acq foot def:0.068 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.512 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.387 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.349 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.208 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.193 Maternal Diagnosis:9ccs168:PID:-0.148 Diagnosis:9ccs234:Crush injury:-0.142 Maternal Maternal Lab History: FASTING-postPregnancy:-0.140 Maternal Maternal Lab History: Varicella IgG-postPregnancy:0.137 Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:1.000 Maternal Diagnosis:9ccs239:Superfic inj:0.707 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.576 Maternal Diagnosis:10ccs58:Ot nutrit dx:0.500 Maternal Diagnosis:9ccs2603:E Codes: Fall:0.500 Maternal Diagnosis:9ccs235:Opn wnd head:0.500 Maternal Diagnosis:9ccs67:Subst-r mntl:0.500 Maternal Diagnosis:9ccs238:Complic proc:0.407 Maternal Diagnosis:9ccs2619:e codes: other specified- nec:0.353 Maternal Diagnosis:9ccs89:Blindness:0.287 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:1.000 Newborn Diagnosis:9ccs220:Birth asphyx:0.684 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:-0.683 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:0.683 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.543 Maternal Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:-0.451 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.415 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.406 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.345 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.344 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.820 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.560 Maternal Maternal Lab History: IRON-postPregnancy:0.491 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.464 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.217 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:-0.203 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:-0.199 Maternal Maternal Procedure History:90471-postPregnancy:0.171 Maternal Maternal Lab History: BUN-postPregnancy:0.170 * Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 11.346 [1.025 125.601] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.984 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.359 Maternal Maternal Lab History: LH-postPregnancy:0.339 Maternal Maternal Lab History: TSH-otherPregnancy:-0.328 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.328 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:-0.328 Maternal Maternal Lab History: FOLATE-otherPregnancy:-0.328 Maternal Maternal Lab History: IRON-otherPregnancy:-0.328 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.319 Maternal Maternal Procedure History:90746-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:90746-postPregnancy:1.000 Maternal Vital: PEF-postPregnancy:-0.458 Maternal Maternal Procedure History:90772-postPregnancy:-0.451 Maternal Maternal Procedure History:86580-postPregnancy:0.384 Maternal Maternal Procedure History:J1055-postPregnancy:-0.363 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.259 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.240 Maternal Diagnosis:9ccs61:Sickle cell:0.217 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.196 Maternal Maternal Procedure History:90471-postPregnancy:0.190 Maternal Diagnosis:9ccs160:Urin stone | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs160:Urin stone:1.000 Maternal Diagnosis:9ccs215:gu cong anom:0.500 Maternal Diagnosis:9ccs161:Ot dx kidney:0.500 Maternal Diagnosis:9ccs7:Viral infect:0.266 Diagnosis:9ccs159:UTI:0.103 Diagnosis:9ccs259:Unclassified:0.091 Newborn Diagnosis:9ccs222:Perint jaund:0.073 Diagnosis:9ccs90:Eye infectn:0.044 Diagnosis:9ccs200:Oth skin dx:0.040 Maternal Diagnosis:9ccs181:Ot preg comp:0.038 Diagnosis:9ccs141:Ot dx stomch | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:1.000 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.205 Maternal Diagnosis:9ccs95:Oth nerv dx:0.180 Maternal Diagnosis:9ccs117:Ot circul dx:0.155 Maternal Diagnosis:9ccs215:gu cong anom:0.155 Diagnosis:9ccs250:Nausea/vomit:0.120 Newborn Diagnosis:9ccs215:gu cong anom:0.100 Diagnosis:9ccs240:Burns:0.085 Maternal Diagnosis:9ccs48:Thyroid dsor:0.082 Diagnosis:9ccs215:gu cong anom:0.072 Maternal Maternal Lab History: PAPP-A-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: PAPP-A-otherPregnancy:1.000 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.589 Maternal Diagnosis:9ccs3:Oth bact inf:0.577 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.528 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.491 Maternal Maternal Lab History: GLUCOSE POCT-otherPregnancy:0.432 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.418 Maternal Maternal Lab History: FOLATE-otherPregnancy:0.408 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:0.408 Maternal Maternal Lab History: IRON-otherPregnancy:0.408 Maternal Maternal Lab History: O2 SATURATION-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: O2 SATURATION-postPregnancy:1.000 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.820 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.817 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.778 Maternal Maternal Lab History: PO2-postPregnancy:0.689 Maternal Maternal Lab History: PREVIOUS PAP RESULT-postPregnancy:-0.414 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.376 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.344 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.325 Maternal Maternal Procedure History:97140-postPregnancy:0.321 Maternal Maternal Lab History: GLUCOSE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: GLUCOSE-otherPregnancy:1.000 Newborn Diagnosis:9ccs5:HIV infectn:-0.318 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:-0.295 Maternal Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.225 Maternal Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:0.217 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.210 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.210 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.203 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.197 Maternal Maternal Lab History: HERPES I IgG-otherPregnancy:-0.180 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:1.000 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.477 Maternal Diagnosis:9ccs3:Oth bact inf:0.477 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.449 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.446 Maternal Maternal Lab History: HCG-otherPregnancy:0.429 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.408 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.404 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.379 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.362 Maternal Diagnosis:9ccs255:Social admin | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs255:Social admin:1.000 Diagnosis:9ccs243:Poisn nonmed:0.222 Lab:294495 LEAD, BLOOD - LMC:-0.204 Lab:292495 LEAD LEVEL - Sunrise:-0.190 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.133 Diagnosis:9ccs124:Tonsillitis:0.124 Diagnosis:9ccs96:Hrt valve dx:0.108 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.095 Diagnosis:9ccs213:Cardiac anom:0.092 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.074 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:1.000 Diagnosis:9ccs83:Epilepsy/cnv:0.228 Diagnosis:9ccs95:Oth nerv dx:0.146 Diagnosis:9ccs244:Other injury:0.126 Maternal Maternal Lab History: MCV-otherPregnancy:-0.126 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:0.125 Maternal Maternal Lab History: GLUCOSE POCT-otherPregnancy:-0.115 Number of Visits:0.110 Diagnosis:9ccs113:Late eff CVD:0.104 Maternal Maternal Lab History: RUBELLA-otherPregnancy:-0.102 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:1.000 Diagnosis:9ccs252:Fatigue:0.289 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.284 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.284 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.261 Lab:323825 STREP SCREEN THROAT - Sunrise:0.224 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.223 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.210 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.210 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.208 Vital: HC Percentile-avg13to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs2604:E Codes: Fire/burn:0.310 Diagnosis:10ccs238:Complic proc:0.310 Diagnosis:9ccs163:Other GU dx:-0.238 Diagnosis:9ccs219:Low birth wt:-0.163 Maternal Diagnosis:9ccs128:Asthma:-0.132 Diagnosis:9ccs204:Ot joint dx:0.117 Diagnosis:9ccs242:Poisn ot med:0.117 Diagnosis:9ccs224:Ot perint dx:-0.111 Maternal Maternal Procedure History:86703-postPregnancy:0.101 Diagnosis:9ccs113:Late eff CVD:-0.092 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 5.669 [0.795 40.431] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:1.000 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.258 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.214 Maternal Maternal Lab History: HCG-postPregnancy:-0.195 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.171 Maternal Maternal Lab History: RUBELLA-otherPregnancy:0.160 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:-0.157 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.151 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:-0.150 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.146 Maternal Maternal Lab History: HCG-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.505 Correlated most with: Maternal Maternal Lab History: HCG-otherPregnancy:1.000 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.429 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.370 Maternal Diagnosis:9ccs3:Oth bact inf:0.348 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.346 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.288 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.281 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:0.246 Maternal Maternal Lab History: FOLATE-otherPregnancy:0.246 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:0.246 Maternal Maternal Lab History: eGFR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: eGFR-postPregnancy:1.000 Maternal Maternal Lab History: eGFR-otherPregnancy:0.631 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:-0.273 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:-0.267 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:-0.239 Maternal Maternal Procedure History:90658-postPregnancy:-0.232 Maternal Maternal Lab History: MUMPS IGG-postPregnancy:-0.229 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:-0.207 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:-0.207 Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:-0.207 Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs216:Nerv cong an:1.000 Newborn Diagnosis:9ccs5:HIV infectn:0.353 Diagnosis:9ccs118:Phlebitis:0.353 Diagnosis:9ccs16:Liver/ibd ca:0.353 Maternal Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.251 Newborn Diagnosis:9ccs216:Nerv cong an:0.248 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:0.168 Newborn Diagnosis:9ccs95:Oth nerv dx:0.155 Maternal Diagnosis:9ccs5:HIV infectn:0.141 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.136 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.663 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.659 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.568 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:-0.519 Maternal Vital: SpO2-otherPregnancy:0.339 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.337 Maternal Maternal Lab History: INR-otherPregnancy:0.335 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.298 Maternal Maternal Lab History: PTT-otherPregnancy:0.282 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.634 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.577 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.573 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.500 Maternal Maternal Lab History: eGFR-otherPregnancy:-0.459 Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:0.433 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.433 Maternal Maternal Diagnosis:10ccs172:Ovarian cyst-postPregnancy:0.433 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.433 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.556 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.349 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.251 Maternal Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:0.247 Maternal Maternal Lab History: FASTING-otherPregnancy:0.215 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.195 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.194 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.175 Diagnosis:9ccs117:Ot circul dx:0.153 Maternal Maternal Lab History: Varicella IgG-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: Varicella IgG-postPregnancy:1.000 Maternal Maternal Lab History: SEX HORMONE BINDING GLOBULIN-postPregnancy:-0.491 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.491 Maternal Maternal Lab History: VARICELLA IGM-postPregnancy:-0.479 Maternal Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.466 Maternal Maternal Lab History: FOLATE-postPregnancy:0.385 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.294 Newborn Diagnosis:9ccs221:Resp distres:-0.285 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.277 Maternal Maternal Lab History: RUBELLA-postPregnancy:-0.216 Maternal Maternal Procedure History:90663-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.505 Correlated most with: Maternal Maternal Procedure History:90663-postPregnancy:1.000 Maternal Maternal Procedure History:90470-postPregnancy:0.992 Maternal Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.782 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.502 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.361 Maternal Maternal Lab History: ALT-postPregnancy:0.348 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.294 Maternal Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.272 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.262 Maternal Maternal Lab History: AMYLASE-postPregnancy:0.251 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:1.000 Maternal Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:-0.587 Maternal Maternal Lab History: MUMPS IGG-postPregnancy:0.353 Maternal Maternal Lab History: TRANSFERRIN-postPregnancy:-0.307 Maternal Maternal Lab History: TP PERIOD-postPregnancy:0.252 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:0.242 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:-0.240 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:-0.229 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.170 Maternal Vital: PEF-postPregnancy:0.156 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:1.000 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.556 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.500 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.448 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.417 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.415 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.408 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.389 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.385 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.329 Maternal Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs200:Oth skin dx:1.000 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.257 Lab:295669 BILIRUBIN DIRECT - LMC:-0.224 Diagnosis:9ccs251:Abdomnl pain:0.157 Diagnosis:9ccs128:Asthma:0.106 Diagnosis:9ccs124:Tonsillitis:0.099 Diagnosis:9ccs213:Cardiac anom:0.072 Diagnosis:9ccs224:Ot perint dx:0.070 Diagnosis:9ccs137:Mouth dx:0.064 Diagnosis:9ccs127:COPD:0.058 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:1.000 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.900 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.751 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.586 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.392 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.302 Maternal Maternal Lab History: LH-postPregnancy:0.299 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.276 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.248 Maternal Maternal Lab History: FASTING-postPregnancy:-0.234 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.492 Correlated most with: Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.464 Maternal Maternal Lab History: LIPASE-otherPregnancy:0.422 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.404 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.397 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.379 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.234 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.189 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.185 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.176 Diagnosis:9ccs210:SLE | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs210:SLE:1.000 Diagnosis:9ccs52:Nutrit defic:0.500 Diagnosis:9ccs62:Coag/hemr dx:0.447 Diagnosis:9ccs212:Ot bone dx:0.288 Diagnosis:9ccs89:Blindness:0.172 Maternal Diagnosis:9ccs176:Contraceptiv:0.074 Diagnosis:9ccs198:Ot infl skin:0.067 Maternal Diagnosis:9ccs189:Prev c-sectn:0.055 Diagnosis:9ccs10:Immuniz/scrn:-0.053 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.046 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.289 Maternal Maternal Procedure History:36415-postPregnancy:0.260 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:0.248 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.244 Maternal Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy:0.203 Maternal Maternal Procedure History:90656-postPregnancy:-0.197 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:-0.193 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.178 Maternal Maternal Procedure History:90471-postPregnancy:0.178 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:1.000 Newborn Diagnosis:9ccs5:HIV infectn:0.383 Maternal Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.271 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.250 Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:0.191 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:0.182 Maternal Maternal Lab History: BUN-otherPregnancy:-0.161 Maternal Diagnosis:9ccs5:HIV infectn:0.156 Maternal Maternal Lab History: LDL-otherPregnancy:0.154 Maternal Maternal Procedure History:S9470-postPregnancy:-0.148 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.511 Correlated most with: Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.621 Maternal Maternal Procedure History:J7300-postPregnancy:0.153 Maternal Maternal Lab History: AFP-otherPregnancy:-0.152 Newborn Diagnosis:9ccs5:HIV infectn:-0.136 Maternal Maternal Procedure History:58300-postPregnancy:0.133 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.127 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:-0.126 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.124 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.123 Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs117:Ot circul dx:1.000 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.312 Diagnosis:9ccs213:Cardiac anom:0.310 Maternal Maternal Lab History: TSH-otherPregnancy:0.236 Maternal Maternal Lab History: AMP/SULBACTAM-postPregnancy:0.236 Diagnosis:9ccs96:Hrt valve dx:0.230 Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:-0.167 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.153 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.119 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.092 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:1.000 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.633 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.589 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.285 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.283 Maternal Maternal Lab History: URIC ACID-otherPregnancy:-0.260 Maternal Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:-0.260 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.259 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.251 Maternal Diagnosis:9ccs3:Oth bact inf:0.239 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.788 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.362 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.360 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.307 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.299 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.293 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.251 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:-0.240 Maternal Maternal Lab History: PT-postPregnancy:0.187 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:1.000 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.692 Maternal Maternal Procedure History:97140-postPregnancy:0.537 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.513 Maternal Maternal Procedure History:97010-postPregnancy:0.465 Maternal Maternal Procedure History:97032-postPregnancy:0.426 Maternal Maternal Procedure History:97110-postPregnancy:0.320 Maternal Maternal Lab History: PO2-postPregnancy:0.277 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.258 Maternal Maternal Lab History: PTT-postPregnancy:-0.226 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.854 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.745 Maternal Maternal Lab History: eGFR-otherPregnancy:-0.684 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.645 Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:0.645 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.645 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.645 Maternal Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:0.645 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.634 Maternal Maternal Lab History: BICARBONATE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: BICARBONATE-postPregnancy:1.000 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.778 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:-0.692 Maternal Maternal Lab History: PO2-postPregnancy:-0.671 Maternal Maternal Procedure History:97140-postPregnancy:-0.500 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.493 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.477 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.476 Maternal Maternal Procedure History:97010-postPregnancy:-0.433 Maternal Maternal Procedure History:97032-postPregnancy:-0.397 Maternal Maternal Lab History: HERPES II IgG-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: HERPES II IgG-postPregnancy:1.000 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:0.781 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.743 Maternal Maternal Lab History: UIBC-postPregnancy:-0.663 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:0.659 Maternal Maternal Lab History: CHr(RETIC HGB CONTENT)-postPregnancy:0.643 Maternal Maternal Lab History: RETICULOCYTES-postPregnancy:0.643 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.353 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.344 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:-0.267 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 3.777 [0.628 22.717] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:1.000 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.837 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.749 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.716 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.448 Maternal Vital: Wt Percentile-otherPregnancy:-0.364 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.362 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.335 Maternal Maternal Procedure History:93005-otherPregnancy:0.329 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.300 Maternal Diagnosis:9ccs75:Hx mental dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs75:Hx mental dx:1.000 Newborn Diagnosis:9ccs197:Skin infectn:0.577 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.376 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.170 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.140 Diagnosis:10ccs58:Ot nutrit dx:0.129 Maternal Maternal Procedure History:90471-otherPregnancy:0.126 Maternal Vital: BP-postPregnancy:-0.124 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.107 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.102 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:1.000 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.996 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.820 Maternal Maternal Lab History: PO2-postPregnancy:0.611 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.476 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.445 Maternal Maternal Lab History: PREVIOUS PAP RESULT-postPregnancy:-0.422 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.308 Maternal Diagnosis:9ccs117:Ot circul dx:0.299 Maternal Maternal Procedure History:97140-postPregnancy:0.282 Maternal Maternal Procedure History:99211-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.509 Correlated most with: Maternal Maternal Procedure History:99211-otherPregnancy:1.000 Maternal Maternal Lab History: TSH-postPregnancy:-0.577 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.514 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.414 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.391 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.356 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.344 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.324 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.223 Maternal Maternal Procedure History:S9470-postPregnancy:0.197 Diagnosis:9ccs208:Acq foot def | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs208:Acq foot def:1.000 Diagnosis:9ccs252:Fatigue:0.301 Maternal Maternal Procedure History:97035-postPregnancy:0.214 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.214 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.214 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.193 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:-0.175 Maternal Diagnosis:9ccs53:Hyperlipidem:0.171 Maternal Maternal Lab History: FREE T-4-postPregnancy:0.148 Diagnosis:9ccs95:Oth nerv dx:0.129 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.484 Correlated most with: Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.818 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.688 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.659 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:-0.634 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.437 Maternal Maternal Lab History: INR-otherPregnancy:0.410 Maternal Vital: SpO2-otherPregnancy:0.391 Maternal Maternal Lab History: PTT-otherPregnancy:0.344 Maternal Maternal Lab History: LDH-postPregnancy:0.343 Maternal Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.509 Correlated most with: Maternal Diagnosis:9ccs91:Other eye dx:1.000 Maternal Diagnosis:9ccs196:Nml preg/del:-0.494 Maternal Diagnosis:9ccs90:Eye infectn:0.257 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.113 Diagnosis:9ccs83:Epilepsy/cnv:0.104 Maternal Maternal Lab History: BUN-postPregnancy:-0.102 Maternal Vital: Temp-otherPregnancy:0.101 Maternal Maternal Procedure History:90471-otherPregnancy:0.098 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:-0.097 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.089 Maternal Maternal Lab History: TP VOLUME-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: TP VOLUME-otherPregnancy:1.000 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.688 Maternal Vital: Wt Percentile-otherPregnancy:0.581 Maternal Maternal Procedure History:93005-otherPregnancy:-0.525 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.490 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.335 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.325 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.290 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.248 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.232 Maternal Maternal Lab History: RET ABS-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: RET ABS-postPregnancy:1.000 Maternal Maternal Lab History: RET %-postPregnancy:0.998 Maternal Maternal Lab History: RETIC HGB-postPregnancy:-0.747 Maternal Maternal Diagnosis:10ccs84:Headache/mig-postPregnancy:0.320 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:-0.278 Maternal Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:-0.261 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:-0.241 Maternal Maternal Lab History: FOLATE-postPregnancy:-0.239 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.222 Maternal Maternal Procedure History:97035-postPregnancy:-0.212 Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:1.000 Lab:294147 FREE T4 - LMC:-0.353 Diagnosis:9ccs83:Epilepsy/cnv:0.193 Maternal Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy:-0.167 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.167 Diagnosis:9ccs51:Ot endo dsor:0.113 Maternal Diagnosis:9ccs48:Thyroid dsor:0.109 Diagnosis:9ccs167:Breast dx:0.104 Maternal Diagnosis:9ccs182:Hemorr preg:0.083 Diagnosis:9ccs247:Lymph enlarg:0.075 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:1.000 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.964 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.900 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.516 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.344 Maternal Maternal Lab History: LH-postPregnancy:0.276 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.265 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.252 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.226 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.218 Lab:294495 LEAD, BLOOD - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:294495 LEAD, BLOOD - LMC:1.000 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.356 Maternal Diagnosis:9ccs84:Headache/mig:0.289 Maternal Vital: BMI Percentile-postPregnancy:-0.251 Maternal Diagnosis:9ccs255:Social admin:-0.204 Maternal Vital: Ht Percentile-postPregnancy:0.181 Maternal Vital: Wt Percentile-postPregnancy:-0.181 Lab:294203 BILIRUBIN TOTAL - LMC:-0.100 Diagnosis:9ccs243:Poisn nonmed:-0.092 Maternal Diagnosis:9ccs187:Malposition:0.088 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.364 Maternal Diagnosis:9ccs217:Ot cong anom:0.282 Maternal Maternal Lab History: SEX HORMONE BINDING GLOBULIN-postPregnancy:-0.282 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.282 Maternal Maternal Lab History: Varicella IgG-postPregnancy:0.277 Maternal Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.268 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:-0.235 Maternal Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.230 Maternal Maternal Lab History: FOLATE-postPregnancy:0.221 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:1.000 Maternal Maternal Lab History: METAMYELOCYTE-otherPregnancy:0.560 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.334 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.305 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.278 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.255 Maternal Maternal Lab History: T-3(Total)-postPregnancy:0.235 Maternal Maternal Procedure History:S9470-otherPregnancy:0.234 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:-0.219 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.212 Maternal Maternal Lab History: AMYLASE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.489 Correlated most with: Maternal Maternal Lab History: AMYLASE-postPregnancy:1.000 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.353 Maternal Maternal Lab History: PT-postPregnancy:-0.332 Maternal Maternal Lab History: INR-postPregnancy:-0.260 Maternal Maternal Procedure History:90470-postPregnancy:0.251 Maternal Maternal Procedure History:90663-postPregnancy:0.251 Maternal Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.236 Maternal Maternal Lab History: ALT-postPregnancy:0.221 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.211 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.190 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.637 Maternal Maternal Diagnosis:9ccs123:Influenza-postPregnancy:0.539 Maternal Maternal Procedure History:87880-postPregnancy:0.517 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.440 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.418 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.390 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.244 Maternal Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.234 Maternal Maternal Lab History: AMYLASE-postPregnancy:0.211 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.489 Correlated most with: Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:1.000 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.539 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.431 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.359 Diagnosis:9ccs204:Ot joint dx:0.319 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.291 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.253 Maternal Vital: BMI Percentile-otherPregnancy:-0.233 Maternal Maternal Lab History: LDL-otherPregnancy:0.191 Diagnosis:9ccs211:Ot conn tiss:0.189 Maternal Diagnosis:9ccs5:HIV infectn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.509 Correlated most with: Maternal Diagnosis:9ccs5:HIV infectn:1.000 Diagnosis:9ccs5:HIV infectn:0.408 Newborn Diagnosis:9ccs5:HIV infectn:0.408 Maternal Maternal Lab History: TRANSFERRIN-postPregnancy:0.289 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.287 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:0.194 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.157 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.156 Maternal Maternal Lab History: IRON-postPregnancy:-0.143 Maternal Diagnosis:9ccs46:Bnign ut neo:0.141 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.507 Correlated most with: Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:1.000 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.462 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.359 Maternal Maternal Lab History: FREE T-4-otherPregnancy:0.324 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:-0.317 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.270 Maternal Maternal Lab History: LDL-otherPregnancy:-0.238 Maternal Maternal Lab History: LDH-otherPregnancy:-0.214 Newborn Diagnosis:9ccs95:Oth nerv dx:0.205 Diagnosis:9ccs204:Ot joint dx:0.200 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:1.000 Maternal Maternal Lab History: T-4-postPregnancy:0.624 Maternal Maternal Lab History: T-3 UPTAKE-postPregnancy:0.624 Maternal Vital: Wt Change-otherPregnancy:0.335 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.215 Maternal Maternal Lab History: FREE T3-postPregnancy:-0.160 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.144 Maternal Vital: PL-postPregnancy:-0.134 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.133 Newborn Diagnosis:9ccs217:Ot cong anom:0.124 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:1.000 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.522 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.488 Lab:323825 STREP SCREEN THROAT - Sunrise:0.487 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.477 Maternal Maternal Lab History: HERPES I IgG-otherPregnancy:0.445 Maternal Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:-0.445 Maternal Maternal Lab History: HCG-otherPregnancy:-0.370 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.344 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.343 Maternal Maternal Procedure History:97001-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:97001-postPregnancy:1.000 Maternal Maternal Procedure History:97035-postPregnancy:-0.559 Maternal Maternal Lab History: FOLATE-postPregnancy:-0.504 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.426 Maternal Maternal Procedure History:97530-postPregnancy:0.323 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.259 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:-0.247 Maternal Maternal Procedure History:97140-postPregnancy:-0.240 Maternal Maternal Lab History: IRON-postPregnancy:0.239 Maternal Maternal Procedure History:90656-postPregnancy:0.233 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:1.000 Diagnosis:9ccs232:Sprain:0.803 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.772 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.568 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.531 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.390 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:0.349 Maternal Diagnosis:9ccs98:HTN:0.328 Maternal Maternal Lab History: FREE T3-otherPregnancy:-0.308 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.247 Diagnosis:9ccs204:Ot joint dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs204:Ot joint dx:1.000 Diagnosis:10ccs238:Complic proc:0.377 Diagnosis:9ccs2604:E Codes: Fire/burn:0.377 Maternal Diagnosis:9ccs4:Mycoses:0.377 Maternal Diagnosis:9ccs56:Cystic fibro:0.377 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.319 Diagnosis:9ccs242:Poisn ot med:0.283 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.241 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.213 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.200 Diagnosis:9ccs106:Dysrhythmia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs106:Dysrhythmia:1.000 Diagnosis:9ccs105:Conduction:0.707 Lab:292495 LEAD LEVEL - Sunrise:-0.190 Diagnosis:9ccs219:Low birth wt:0.136 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.128 Diagnosis:9ccs124:Tonsillitis:0.124 Diagnosis:9ccs47:Ot bnign neo:0.112 Maternal Maternal Lab History: WBC-postPregnancy:0.098 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.096 Diagnosis:9ccs213:Cardiac anom:0.092 Maternal Maternal Lab History: GFR Calculation-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: GFR Calculation-otherPregnancy:1.000 Maternal Maternal Lab History: GFR in African American-otherPregnancy:1.000 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.468 Lab:323825 STREP SCREEN THROAT - Sunrise:0.423 Maternal Maternal Lab History: HERPES I IgG-otherPregnancy:0.386 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.369 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.343 Maternal Maternal Lab History: PH-otherPregnancy:0.321 Maternal Maternal Lab History: BUN-otherPregnancy:-0.265 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:-0.210 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.505 Correlated most with: Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.709 Maternal Maternal Lab History: LIPASE-otherPregnancy:0.659 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.606 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.550 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.526 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.464 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.317 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.262 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.259 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.489 Correlated most with: Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:1.000 Maternal Maternal Lab History: LDL-otherPregnancy:0.851 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.665 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.605 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.539 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.326 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.323 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.288 Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:-0.264 Maternal Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:-0.264 Maternal Maternal Procedure History:87880-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Procedure History:87880-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.693 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.517 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.457 Maternal Maternal Diagnosis:9ccs123:Influenza-postPregnancy:0.456 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.401 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.373 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.330 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.181 Diagnosis:9ccs123:Influenza:0.167 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.489 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:1.000 Maternal Maternal Lab History: LDL-otherPregnancy:0.864 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.665 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.462 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.351 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:-0.302 Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:-0.271 Maternal Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:-0.271 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.265 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:-0.265 Maternal Maternal Diagnosis:10ccs4:Mycoses-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:10ccs4:Mycoses-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.632 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.627 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.615 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.500 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.500 Maternal Maternal Lab History: MICRO/CREAT RATIO-postPregnancy:0.500 Maternal Maternal Lab History: MICROALBUMIN-postPregnancy:0.500 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.489 Maternal Vital: SpO2-postPregnancy:-0.429 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.493 Correlated most with: Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:1.000 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.895 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.633 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.522 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.418 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.406 Maternal Diagnosis:9ccs3:Oth bact inf:0.337 Maternal Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:-0.310 Newborn Diagnosis:9ccs220:Birth asphyx:-0.297 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:0.297 Diagnosis:9ccs168:PID | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs168:PID:1.000 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.273 Diagnosis:9ccs205:Back problem:0.200 Diagnosis:9ccs163:Other GU dx:0.200 Diagnosis:9ccs224:Ot perint dx:0.178 Maternal Diagnosis:9ccs138:Esophgeal dx:0.155 Diagnosis:9ccs63:Wht blood dx:0.121 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.114 Diagnosis:9ccs251:Abdomnl pain:0.093 Maternal Diagnosis:9ccs196:Nml preg/del:-0.093 Maternal Maternal Lab History: PO2-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: PO2-postPregnancy:1.000 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.689 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.671 Maternal Maternal Lab History: PREVIOUS PAP RESULT-postPregnancy:-0.644 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.611 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.574 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.470 Maternal Diagnosis:9ccs117:Ot circul dx:0.456 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.408 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:-0.391 Maternal Maternal Lab History: TSH-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.491 Correlated most with: Maternal Maternal Lab History: TSH-postPregnancy:1.000 Maternal Maternal Procedure History:99211-otherPregnancy:-0.577 Maternal Maternal Lab History: 2 HOUR-postPregnancy:-0.507 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.423 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.339 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.334 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.334 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.306 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.303 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.194 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.709 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.683 Diagnosis:9ccs246:FUO:0.550 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:-0.550 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:-0.550 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.514 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.402 Maternal Maternal Procedure History:36415-postPregnancy:0.283 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.282 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.333 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.238 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.236 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.235 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.233 Maternal Vital: PL-postPregnancy:-0.169 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:-0.158 Maternal Maternal Lab History: APF MoM-postPregnancy:-0.141 Maternal Maternal Procedure History:99401-postPregnancy:0.138 Maternal Maternal Lab History: GFR in African American-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: GFR in African American-otherPregnancy:1.000 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:1.000 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.467 Lab:323825 STREP SCREEN THROAT - Sunrise:0.424 Maternal Maternal Lab History: HERPES I IgG-otherPregnancy:0.386 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.369 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.344 Maternal Maternal Lab History: PH-otherPregnancy:0.321 Maternal Maternal Lab History: BUN-otherPregnancy:-0.265 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:-0.210 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:1.000 Maternal Maternal Lab History: PT-otherPregnancy:0.394 Maternal Vital: RR-otherPregnancy:0.339 Maternal Maternal Lab History: INR-otherPregnancy:0.325 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.230 Maternal Maternal Lab History: PTT-otherPregnancy:-0.210 Newborn Diagnosis:9ccs47:Ot bnign neo:-0.203 Maternal Maternal Procedure History:86703-otherPregnancy:0.169 Maternal Vital: RR-postPregnancy:-0.146 Maternal Maternal Lab History: SODIUM-otherPregnancy:0.124 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.840 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:-0.655 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.559 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:-0.423 Diagnosis:9ccs238:Complic proc:0.415 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:-0.393 Maternal Maternal Procedure History:93005-postPregnancy:-0.378 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:-0.378 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:-0.378 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:1.000 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.854 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.764 Maternal Maternal Lab History: eGFR-otherPregnancy:-0.701 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.661 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.661 Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:0.661 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.661 Maternal Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:0.661 Maternal Maternal Procedure History:90658-postPregnancy:0.608 Maternal Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs161:Ot dx kidney:1.000 Maternal Diagnosis:9ccs160:Urin stone:0.500 Maternal Diagnosis:9ccs215:gu cong anom:0.248 Newborn Diagnosis:9ccs215:gu cong anom:0.164 Maternal Diagnosis:9ccs7:Viral infect:0.130 Diagnosis:9ccs161:Ot dx kidney:0.117 Diagnosis:9ccs223:Birth trauma:0.107 Diagnosis:9ccs234:Crush injury:0.095 Diagnosis:9ccs8:Oth infectns:0.084 Diagnosis:9ccs124:Tonsillitis:0.084 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:1.000 Newborn Diagnosis:9ccs197:Skin infectn:-0.652 Newborn Diagnosis:9ccs5:HIV infectn:0.475 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:-0.420 Maternal Diagnosis:9ccs75:Hx mental dx:-0.376 Maternal Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.336 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.305 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.274 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.228 Maternal Maternal Lab History: T-3 UPTAKE-postPregnancy:-0.225 Maternal Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:0.423 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.315 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:-0.206 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:-0.203 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.202 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:-0.193 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.182 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:-0.173 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.162 Maternal Diagnosis:9ccs126:Ot up rsp in | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs126:Ot up rsp in:1.000 Maternal Diagnosis:9ccs122:Pneumonia:0.577 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.187 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.179 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.128 Maternal Diagnosis:9ccs106:Dysrhythmia:0.116 Maternal Diagnosis:9ccs168:PID:0.116 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.115 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.112 Maternal Diagnosis:9ccs59:Anemia:0.110 Maternal Maternal Lab History: INR-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: INR-otherPregnancy:1.000 Maternal Maternal Lab History: PT-otherPregnancy:0.833 Maternal Maternal Lab History: PTT-otherPregnancy:0.549 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.412 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.410 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:0.339 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.335 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.328 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:0.325 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:-0.323 Maternal Maternal Lab History: LH-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: LH-postPregnancy:1.000 Maternal Maternal Lab History: FASTING-postPregnancy:-0.524 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:-0.453 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.388 Maternal Maternal Lab History: FASTING-otherPregnancy:-0.381 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.339 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.323 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.307 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.299 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.291 Maternal Maternal Lab History: INHMOM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: INHMOM-otherPregnancy:1.000 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.662 Maternal Maternal Lab History: GLUCOSE POCT-otherPregnancy:0.622 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.543 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.528 Maternal Maternal Procedure History:93005-otherPregnancy:0.512 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy:0.512 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.417 Newborn Diagnosis:9ccs220:Birth asphyx:-0.398 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:0.397 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.621 Maternal Maternal Procedure History:86703-otherPregnancy:0.171 Maternal Maternal Lab History: AFP-otherPregnancy:-0.155 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.133 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.129 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:0.129 Maternal Maternal Lab History: METAMYELOCYTE-otherPregnancy:0.129 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.128 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:-0.121 Diagnosis:9ccs49:DiabMel no c | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs49:DiabMel no c:1.000 Diagnosis:9ccs64:Ot hematl dx:0.353 Diagnosis:9ccs0:No DX:0.106 Diagnosis:9ccs159:UTI:0.103 Maternal Diagnosis:9ccs187:Malposition:0.095 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.059 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.059 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.046 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.046 Maternal Diagnosis:9ccs190:Fetal distrs:0.045 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.533 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:-0.386 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.308 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.297 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.196 Maternal Diagnosis:9ccs159:UTI:0.160 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.151 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.143 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.119 Diagnosis:9ccs205:Back problem | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs205:Back problem:1.000 Maternal Maternal Lab History: GLUCOSE POCT-otherPregnancy:0.249 Maternal Maternal Procedure History:93005-postPregnancy:0.237 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.223 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.213 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.210 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy:0.205 Maternal Maternal Lab History: TSH-otherPregnancy:0.205 Maternal Maternal Procedure History:93005-otherPregnancy:0.205 Diagnosis:9ccs245:Syncope:0.202 Maternal Diagnosis:9ccs198:Ot infl skin | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs198:Ot infl skin:1.000 Maternal Diagnosis:9ccs149:Biliary dx:0.180 Diagnosis:9ccs161:Ot dx kidney:0.137 Maternal Maternal Procedure History:90649-postPregnancy:-0.110 Newborn Diagnosis:9ccs256:Exam/eval:0.106 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.095 Newborn Diagnosis:9ccs94:Other ear dx:-0.071 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:0.059 Maternal Maternal Lab History: MCV-postPregnancy:0.056 Diagnosis:9ccs10:Immuniz/scrn:-0.055 Maternal Maternal Lab History: PT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 5.669 [0.795 40.431] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: PT-otherPregnancy:1.000 Maternal Maternal Lab History: INR-otherPregnancy:0.833 Maternal Maternal Lab History: PTT-otherPregnancy:0.465 Maternal Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.458 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:0.394 Maternal Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:-0.290 Maternal Vital: RR-otherPregnancy:0.289 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.225 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.206 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.206 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:1.000 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.449 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.445 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.376 Diagnosis:9ccs168:PID:0.273 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:-0.258 Diagnosis:9ccs205:Back problem:0.223 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:-0.195 Maternal Maternal Lab History: PO2-postPregnancy:-0.180 Maternal Maternal Lab History: PH-otherPregnancy:0.179 Maternal Diagnosis:9ccs235:Opn wnd head | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs2603:E Codes: Fall:1.000 Maternal Diagnosis:10ccs58:Ot nutrit dx:1.000 Maternal Diagnosis:9ccs235:Opn wnd head:1.000 Maternal Diagnosis:9ccs239:Superfic inj:0.707 Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:0.500 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.447 Newborn Diagnosis:9ccs253:Allergy:0.315 Diagnosis:9ccs215:gu cong anom:0.249 Diagnosis:9ccs211:Ot conn tiss:0.222 Diagnosis:9ccs219:Low birth wt:0.195 Diagnosis:9ccs242:Poisn ot med | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs242:Poisn ot med:1.000 Diagnosis:10ccs238:Complic proc:0.377 Diagnosis:9ccs2604:E Codes: Fire/burn:0.377 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.339 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.336 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.329 Diagnosis:9ccs204:Ot joint dx:0.283 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.268 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.268 Maternal Maternal Lab History: MICRO/CREAT RATIO-postPregnancy:0.268 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:1.000 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.605 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:-0.500 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.439 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.408 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.377 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.369 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.369 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.343 Maternal Maternal Procedure History:81025-otherPregnancy:0.327 Maternal Maternal Lab History: MUMPS IGG-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: MUMPS IGG-postPregnancy:1.000 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:0.353 Maternal Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:-0.257 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.249 Maternal Maternal Lab History: eGFR-postPregnancy:-0.229 Maternal Maternal Procedure History:90649-postPregnancy:-0.159 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.123 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.120 Maternal Maternal Procedure History:81025-postPregnancy:0.115 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:-0.109 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.376 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.269 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.266 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.266 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.266 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.266 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.266 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:-0.244 Maternal Maternal Lab History: RET ABS-postPregnancy:-0.241 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:1.000 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.964 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.751 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.423 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.281 Maternal Maternal Lab History: LH-postPregnancy:0.236 Maternal Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:-0.231 Maternal Maternal Lab History: VLDL-postPregnancy:0.226 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.224 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.223 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.573 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.559 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.500 Maternal Maternal Lab History: eGFR-otherPregnancy:-0.459 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.433 Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:0.433 Maternal Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:0.433 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.433 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.433 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.432 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.398 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.321 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.207 Maternal Maternal Diagnosis:9ccs123:Influenza-postPregnancy:-0.199 Maternal Maternal Diagnosis:10ccs172:Ovarian cyst-postPregnancy:-0.199 Maternal Diagnosis:9ccs159:UTI:0.185 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:-0.180 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.171 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.509 Correlated most with: Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:1.000 Maternal Maternal Procedure History:97530-postPregnancy:-0.396 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.346 Maternal Maternal Procedure History:81025-otherPregnancy:0.329 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.304 Maternal Maternal Procedure History:97112-postPregnancy:0.300 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:-0.276 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:-0.264 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:-0.264 Maternal Maternal Lab History: T-3(Total)-postPregnancy:0.257 Maternal Maternal Lab History: NT MoM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: NT MoM-otherPregnancy:1.000 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.895 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.488 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.415 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.355 Newborn Diagnosis:9ccs220:Birth asphyx:-0.304 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:0.304 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:-0.304 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.283 Maternal Diagnosis:9ccs3:Oth bact inf:0.257 Maternal Diagnosis:9ccs98:HTN | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.507 Correlated most with: Maternal Diagnosis:9ccs98:HTN:1.000 Diagnosis:9ccs232:Sprain:0.408 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.393 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.328 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.289 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.270 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.229 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.211 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.199 Maternal Diagnosis:9ccs183:HTN in preg:0.188 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:-0.517 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.516 Diagnosis:9ccs145:Int obstruct:-0.457 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:-0.423 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.414 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.335 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.298 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.276 Maternal Maternal Procedure History:90470-postPregnancy:0.262 Diagnosis:9ccs230:Fx leg | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs230:Fx leg:1.000 Diagnosis:9ccs62:Coag/hemr dx:0.447 Diagnosis:9ccs134:Ot uppr resp:0.085 Diagnosis:9ccs239:Superfic inj:0.077 Maternal Diagnosis:9ccs10:Immuniz/scrn:0.071 Diagnosis:9ccs133:Oth low resp:0.069 Diagnosis:9ccs125:Bronchitis:0.044 Maternal Diagnosis:9ccs181:Ot preg comp:0.038 Diagnosis:9ccs253:Allergy:-0.024 Diagnosis:9ccs92:Otitis media:-0.021 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:1.000 Maternal Diagnosis:9ccs238:Complic proc:0.706 Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:0.576 Maternal Diagnosis:9ccs89:Blindness:0.332 Maternal Diagnosis:9ccs143:Abdom hernia:0.287 Maternal Diagnosis:9ccs84:Headache/mig:0.190 Diagnosis:9ccs215:gu cong anom:0.141 Maternal Diagnosis:9ccs106:Dysrhythmia:0.116 Diagnosis:9ccs122:Pneumonia:0.096 Maternal Diagnosis:9ccs189:Prev c-sectn:0.096 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:1.000 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.892 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.716 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.688 Maternal Vital: Wt Percentile-otherPregnancy:0.617 Maternal Maternal Procedure History:93005-otherPregnancy:-0.557 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.389 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:0.389 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.314 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.309 Vital: BP-avg7to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:0.197 Maternal Diagnosis:9ccs49:DiabMel no c:0.126 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.076 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.076 Diagnosis:9ccs59:Anemia:-0.063 Maternal Diagnosis:9ccs186:DM in preg:0.058 Diagnosis:9ccs151:Oth liver dx:0.057 Diagnosis:9ccs197:Skin infectn:0.057 Diagnosis:9ccs222:Perint jaund:0.057 Diagnosis:9ccs135:Intest infct:0.041 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.910 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.733 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.528 Maternal Maternal Procedure History:97803-otherPregnancy:0.446 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.432 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.292 Maternal Maternal Lab History: POLYS-otherPregnancy:0.275 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.270 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.270 Maternal Maternal Lab History: 1 HOUR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.507 Correlated most with: Maternal Maternal Lab History: 1 HOUR-postPregnancy:1.000 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.656 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.620 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.448 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.417 Maternal Maternal Lab History: FASTING-postPregnancy:0.370 Maternal Maternal Procedure History:99211-otherPregnancy:0.356 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.336 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.321 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.319 Maternal Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.495 Correlated most with: Maternal Diagnosis:9ccs155:Other GI dx:1.000 Maternal Diagnosis:9ccs210:SLE:0.315 Maternal Diagnosis:9ccs204:Ot joint dx:0.315 Maternal Diagnosis:9ccs130:Pleurisy:0.315 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:-0.190 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.158 Maternal Diagnosis:9ccs128:Asthma:0.135 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.129 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:-0.129 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.115 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.788 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.344 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.339 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.285 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.279 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.277 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.256 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:-0.229 Maternal Maternal Lab History: PT-postPregnancy:0.178 Lab:306605 BILIRUBIN DIRECT - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.507 Correlated most with: Lab:306605 BILIRUBIN DIRECT - Sunrise:1.000 Maternal Maternal Lab History: METAMYELOCYTE-otherPregnancy:0.395 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.334 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.246 Maternal Maternal Procedure History:90746-postPregnancy:0.240 Diagnosis:9ccs247:Lymph enlarg:0.206 Maternal Maternal Lab History: A/G-otherPregnancy:-0.179 Maternal Maternal Procedure History:S9470-otherPregnancy:0.177 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:-0.175 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.166 Maternal Diagnosis:9ccs105:Conduction | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs105:Conduction:1.000 Maternal Diagnosis:9ccs187:Malposition:0.095 Diagnosis:9ccs198:Ot infl skin:0.067 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.062 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.062 Maternal Diagnosis:9ccs190:Fetal distrs:0.045 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:-0.045 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:-0.045 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.041 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.041 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy:1.000 Maternal Maternal Lab History: BILE ACIDS-postPregnancy:0.854 Maternal Maternal Lab History: CHOLIC ACID-postPregnancy:0.813 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.774 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:-0.414 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.192 Maternal Vital: Ht Percentile-otherPregnancy:-0.188 Maternal Maternal Lab History: LACTIC ACID-postPregnancy:0.171 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.158 Diagnosis:9ccs219:Low birth wt:0.133 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:1.000 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.408 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.335 Maternal Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:0.320 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.206 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.203 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.189 Maternal Maternal Lab History: RDW-otherPregnancy:-0.188 Maternal Maternal Procedure History:36415-otherPregnancy:0.178 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.167 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:1.000 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.996 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.817 Maternal Maternal Lab History: PO2-postPregnancy:-0.574 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.493 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.449 Maternal Maternal Lab History: PREVIOUS PAP RESULT-postPregnancy:0.397 Maternal Maternal Procedure History:97140-postPregnancy:-0.341 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.326 Maternal Maternal Procedure History:97010-postPregnancy:-0.295 Maternal Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.667 Newborn Diagnosis:9ccs47:Ot bnign neo:-0.408 Maternal Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:0.192 Maternal Maternal Procedure History:90746-postPregnancy:0.168 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:-0.146 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.125 Maternal Maternal Lab History: WEIGHT-postPregnancy:-0.123 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.119 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:-0.100 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.489 Correlated most with: Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:1.000 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.656 Maternal Maternal Lab History: LH-postPregnancy:-0.388 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.359 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:-0.349 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.348 Maternal Maternal Lab History: FASTING-postPregnancy:0.327 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.310 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.280 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.260 Maternal Maternal Lab History: LDL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.489 Correlated most with: Maternal Maternal Lab History: LDL-otherPregnancy:1.000 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.864 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.851 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.635 Maternal Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:-0.377 Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:-0.377 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.325 Maternal Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:0.267 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.252 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.238 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:-0.645 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.632 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.627 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.615 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:-0.612 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:-0.550 Diagnosis:9ccs246:FUO:-0.500 Maternal Maternal Lab History: MICRO/CREAT RATIO-postPregnancy:0.500 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.500 Maternal Maternal Procedure History:97112-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:97112-postPregnancy:1.000 Maternal Maternal Procedure History:97530-postPregnancy:-0.679 Maternal Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:0.406 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.372 Maternal Maternal Procedure History:97110-postPregnancy:0.302 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.300 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.236 Maternal Maternal Procedure History:97001-postPregnancy:-0.222 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:-0.206 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.195 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.484 Correlated most with: Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.688 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.635 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.568 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:-0.508 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.350 Maternal Vital: SpO2-otherPregnancy:0.332 Maternal Maternal Lab History: INR-otherPregnancy:0.328 Maternal Maternal Lab History: LH-postPregnancy:-0.323 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.292 Maternal Maternal Lab History: HERPES I IgG-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.491 Correlated most with: Maternal Maternal Lab History: HERPES I IgG-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs180:Ectopic preg-postPregnancy:0.549 Maternal Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:0.476 Maternal Maternal Lab History: HERPES 1/2 IGM-postPregnancy:-0.404 Maternal Maternal Lab History: HERPES I IgG-otherPregnancy:-0.375 Maternal Maternal Procedure History:36415-postPregnancy:0.247 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.183 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.183 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.151 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:0.147 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.491 Correlated most with: Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:1.000 Maternal Maternal Lab History: FREE T3-postPregnancy:-0.666 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:-0.505 Diagnosis:9ccs232:Sprain:-0.486 Maternal Maternal Lab History: FREE T3-otherPregnancy:-0.458 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.435 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:-0.426 Maternal Vital: PEF-postPregnancy:-0.412 Maternal Maternal Lab History: HEMOGLOBIN S-otherPregnancy:-0.412 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.390 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.509 Correlated most with: Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:1.000 Maternal Maternal Lab History: FREE T3-postPregnancy:0.684 Maternal Maternal Lab History: FREE T3-otherPregnancy:0.684 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.632 Maternal Vital: PEF-postPregnancy:0.612 Maternal Maternal Lab History: HEMOGLOBIN S-otherPregnancy:0.612 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.505 Maternal Maternal Lab History: FREE T-4-otherPregnancy:0.372 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.284 Maternal Maternal Lab History: FREE T-4-postPregnancy:0.284 Maternal Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs117:Ot circul dx:1.000 Maternal Maternal Lab History: PO2-postPregnancy:0.456 Maternal Maternal Lab History: PREVIOUS PAP RESULT-postPregnancy:-0.354 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.299 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.293 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.281 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.263 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.258 Maternal Diagnosis:9ccs215:gu cong anom:0.248 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.222 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:1.000 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.431 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.413 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.390 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:-0.386 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:-0.362 Maternal Maternal Diagnosis:9ccs123:Influenza-postPregnancy:0.362 Maternal Maternal Procedure History:87880-postPregnancy:0.330 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.295 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.288 Maternal Maternal Lab History: URIC ACID-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: URIC ACID-otherPregnancy:1.000 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.566 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:-0.335 Maternal Maternal Lab History: A/G-otherPregnancy:-0.330 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.310 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.295 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.260 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.241 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.235 Maternal Maternal Lab History: A/G-postPregnancy:-0.234 Maternal Maternal Lab History: URINE SUGAR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: URINE SUGAR-postPregnancy:1.000 Newborn Diagnosis:9ccs47:Ot bnign neo:-0.292 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:-0.286 Maternal Diagnosis:9ccs67:Subst-r mntl:0.277 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.272 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:0.230 Maternal Maternal Lab History: INR-otherPregnancy:-0.206 Maternal Diagnosis:9ccs239:Superfic inj:0.196 Maternal Diagnosis:9ccs2619:e codes: other specified- nec:0.196 Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:0.138 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:0.500 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:0.289 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.250 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.210 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.176 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:-0.161 Maternal Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.157 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.156 Maternal Maternal Procedure History:90471-otherPregnancy:-0.154 Maternal Diagnosis:9ccs122:Pneumonia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs122:Pneumonia:1.000 Maternal Diagnosis:9ccs126:Ot up rsp in:0.577 Maternal Diagnosis:9ccs106:Dysrhythmia:0.207 Maternal Diagnosis:9ccs59:Anemia:0.098 Diagnosis:9ccs58:Ot nutrit dx:0.075 Maternal Diagnosis:9ccs190:Fetal distrs:0.045 Maternal Diagnosis:9ccs185:Long pregncy:0.043 Diagnosis:9ccs126:Ot up rsp in:-0.040 Maternal Diagnosis:9ccs181:Ot preg comp:0.038 Newborn Diagnosis:9ccs224:Ot perint dx:0.038 Maternal Maternal Lab History: MONOCYTE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: MONOCYTE-otherPregnancy:1.000 Maternal Maternal Lab History: METAMYELOCYTE-otherPregnancy:-0.694 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.425 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.420 Newborn Diagnosis:9ccs5:HIV infectn:-0.319 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.299 Newborn Diagnosis:9ccs197:Skin infectn:0.295 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.228 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.226 Maternal Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.226 Maternal Maternal Lab History: T-3(Total)-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: T-3(Total)-postPregnancy:1.000 Maternal Maternal Lab History: T-3 UPTAKE-postPregnancy:0.609 Maternal Maternal Lab History: T-4-postPregnancy:0.609 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.537 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.430 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.328 Maternal Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.314 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.274 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.265 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.264 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:1.000 Maternal Maternal Procedure History:97035-postPregnancy:-0.612 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.612 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.612 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.438 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.423 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.354 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.341 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.338 Maternal Maternal Procedure History:97014-postPregnancy:-0.299 Maternal Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.527 Maternal Maternal Lab History: PT-otherPregnancy:-0.458 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.408 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.364 Maternal Maternal Lab History: INR-otherPregnancy:-0.250 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:0.217 Maternal Diagnosis:9ccs168:PID:0.192 Maternal Maternal Lab History: VLDL-postPregnancy:0.190 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.185 Maternal Diagnosis:9ccs130:Pleurisy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs130:Pleurisy:1.000 Maternal Diagnosis:9ccs155:Other GI dx:0.315 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.287 Maternal Diagnosis:9ccs128:Asthma:0.221 Maternal Diagnosis:9ccs60:Acut p-h anm:0.138 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:-0.116 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.099 Maternal Maternal Lab History: INR-postPregnancy:-0.085 Diagnosis:9ccs113:Late eff CVD:0.071 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.070 Maternal Maternal Lab History: RET %-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: RET %-postPregnancy:1.000 Maternal Maternal Lab History: RET ABS-postPregnancy:0.998 Maternal Maternal Lab History: RETIC HGB-postPregnancy:-0.746 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:-0.321 Maternal Maternal Diagnosis:10ccs84:Headache/mig-postPregnancy:0.300 Maternal Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:-0.271 Maternal Maternal Lab History: FOLATE-postPregnancy:-0.226 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:-0.225 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.212 Maternal Maternal Procedure History:97035-postPregnancy:-0.201 Maternal Maternal Lab History: TOXOPLASMA IGG-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: TOXOPLASMA IGG-postPregnancy:1.000 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.305 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.305 Maternal Diagnosis:9ccs61:Sickle cell:0.273 Maternal Vital: RR-postPregnancy:0.145 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:0.112 Maternal Vital: Ht Percentile-postPregnancy:-0.111 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:0.108 Maternal Vital: Wt Percentile-postPregnancy:-0.105 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.103 Diagnosis:9ccs238:Complic proc | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs238:Complic proc:1.000 Diagnosis:9ccs87:Retinal dx:0.447 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.447 Newborn Diagnosis:9ccs59:Anemia:0.447 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.415 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.406 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:-0.317 Lab:296169 RETICULOCYTE COUNT- LMC:-0.317 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.271 Maternal Diagnosis:9ccs9:Sexual Infxs:0.257 Newborn Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs59:Anemia:1.000 Newborn Diagnosis:9ccs58:Ot nutrit dx:1.000 Lab:296169 RETICULOCYTE COUNT- LMC:-0.707 Diagnosis:9ccs238:Complic proc:0.447 Diagnosis:9ccs83:Epilepsy/cnv:0.241 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.163 Diagnosis:9ccs138:Esophgeal dx:0.131 Diagnosis:9ccs224:Ot perint dx:0.130 Diagnosis:9ccs250:Nausea/vomit:0.103 Diagnosis:9ccs159:UTI:0.103 Maternal Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:1.000 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:-0.587 Maternal Maternal Lab History: TRANSFERRIN-postPregnancy:0.583 Maternal Maternal Lab History: MUMPS IGG-postPregnancy:-0.257 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.185 Maternal Maternal Lab History: eGFR-postPregnancy:-0.150 Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:-0.145 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.139 Diagnosis:9ccs3:Oth bact inf:0.138 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:0.126 Vital: BP-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs215:gu cong anom:0.354 Diagnosis:9ccs214:GI cong anom:0.205 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:-0.160 Maternal Diagnosis:9ccs168:PID:-0.148 Diagnosis:9ccs247:Lymph enlarg:-0.142 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.109 Maternal Maternal Procedure History:99401-postPregnancy:0.103 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.103 Diagnosis:9ccs224:Ot perint dx:0.095 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.091 Maternal Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.527 Maternal Maternal Lab History: PT-otherPregnancy:-0.290 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.258 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.230 Maternal Maternal Procedure History:S9470-postPregnancy:-0.192 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.164 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.158 Maternal Maternal Lab History: INR-otherPregnancy:-0.158 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.145 Diagnosis:9ccs142:Appendicitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs142:Appendicitis:1.000 Diagnosis:9ccs143:Abdom hernia:0.141 Newborn Diagnosis:9ccs217:Ot cong anom:0.137 Diagnosis:9ccs217:Ot cong anom:0.079 Maternal Diagnosis:9ccs176:Contraceptiv:0.074 Maternal Diagnosis:9ccs189:Prev c-sectn:0.055 Diagnosis:9ccs10:Immuniz/scrn:-0.053 Diagnosis:9ccs135:Intest infct:0.044 Diagnosis:9ccs125:Bronchitis:0.044 Diagnosis:9ccs90:Eye infectn:0.044 Maternal Diagnosis:9ccs2603:E Codes: Fall | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs2603:E Codes: Fall:1.000 Maternal Diagnosis:10ccs58:Ot nutrit dx:1.000 Maternal Diagnosis:9ccs235:Opn wnd head:1.000 Maternal Diagnosis:9ccs239:Superfic inj:0.707 Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:0.500 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.447 Newborn Diagnosis:9ccs253:Allergy:0.315 Diagnosis:9ccs215:gu cong anom:0.249 Diagnosis:9ccs211:Ot conn tiss:0.222 Diagnosis:9ccs219:Low birth wt:0.195 Vital: BP-avg16to19 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs224:Ot perint dx:0.733 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.073 Diagnosis:9ccs96:Hrt valve dx:-0.068 Diagnosis:9ccs59:Anemia:0.066 Maternal Diagnosis:9ccs59:Anemia:-0.061 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.059 Maternal Diagnosis:9ccs186:DM in preg:-0.055 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.054 Maternal Vital: BP-postPregnancy:0.048 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.048 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.505 Correlated most with: Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:1.000 Maternal Maternal Procedure History:97014-postPregnancy:0.576 Maternal Maternal Procedure History:97112-postPregnancy:-0.372 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:-0.260 Maternal Maternal Procedure History:97035-postPregnancy:0.213 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.213 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.213 Maternal Maternal Procedure History:97001-postPregnancy:-0.183 Maternal Maternal Procedure History:97140-postPregnancy:-0.167 Maternal Maternal Lab History: FREE T-4-postPregnancy:0.147 Maternal Maternal Procedure History:97140-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Procedure History:97140-postPregnancy:1.000 Maternal Maternal Procedure History:97010-postPregnancy:0.838 Maternal Maternal Procedure History:97032-postPregnancy:0.768 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.704 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.537 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.500 Maternal Maternal Procedure History:97110-postPregnancy:0.369 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.341 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.321 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.282 Vital: BP-avg5to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs145:Int obstruct:0.707 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.645 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.380 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.354 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:-0.323 Maternal Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:-0.258 Diagnosis:9ccs214:GI cong anom:0.205 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:-0.141 Diagnosis:9ccs209:Ot acq defor:-0.130 Maternal Diagnosis:9ccs188:Pelvic obstr:0.128 Lab:296169 RETICULOCYTE COUNT- LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:296169 RETICULOCYTE COUNT- LMC:1.000 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.707 Newborn Diagnosis:9ccs59:Anemia:-0.707 Diagnosis:9ccs238:Complic proc:-0.317 Lab:295669 BILIRUBIN DIRECT - LMC:-0.218 Lab:294203 BILIRUBIN TOTAL - LMC:-0.210 Diagnosis:9ccs83:Epilepsy/cnv:-0.172 Diagnosis:9ccs234:Crush injury:0.142 Diagnosis:9ccs258:Other screen:0.128 Diagnosis:9ccs89:Blindness:0.124 Maternal Maternal Lab History: RETIC HGB-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: RETIC HGB-postPregnancy:1.000 Maternal Maternal Lab History: RET ABS-postPregnancy:-0.747 Maternal Maternal Lab History: RET %-postPregnancy:-0.746 Maternal Maternal Lab History: IRON-postPregnancy:0.404 Maternal Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:0.321 Maternal Maternal Diagnosis:10ccs84:Headache/mig-postPregnancy:-0.271 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.238 Maternal Maternal Lab History: FOLATE-postPregnancy:-0.233 Diagnosis:9ccs240:Burns:-0.228 Maternal Maternal Procedure History:97035-postPregnancy:-0.207 Lab:321981 BILIRUBIN TOTAL - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.507 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:1.000 Maternal Maternal Procedure History:99211-otherPregnancy:0.391 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.343 Maternal Maternal Lab History: TSH-postPregnancy:-0.339 Maternal Maternal Procedure History:90746-postPregnancy:0.259 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.227 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.227 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.212 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.208 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.206 Maternal Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs143:Abdom hernia:1.000 Maternal Diagnosis:9ccs121:Oth vein dx:0.500 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.287 Maternal Diagnosis:9ccs238:Complic proc:0.202 Diagnosis:9ccs240:Burns:0.141 Diagnosis:9ccs153:GI hemorrhag:0.117 Maternal Diagnosis:9ccs176:Contraceptiv:0.107 Maternal Diagnosis:9ccs259:Unclassified:0.086 Diagnosis:9ccs124:Tonsillitis:0.084 Diagnosis:9ccs122:Pneumonia:0.080 Maternal Maternal Procedure History:93005-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:93005-postPregnancy:1.000 Diagnosis:9ccs245:Syncope:0.578 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.528 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:-0.378 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.370 Maternal Diagnosis:9ccs69:Affective dx:0.366 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.333 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:-0.298 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.289 Newborn Diagnosis:9ccs253:Allergy:0.259 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:1.000 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.803 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.782 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.528 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.354 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.354 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.354 Lab:323700 CULTURE THROAT W SENS - Sunrise:0.354 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.329 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.292 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.500 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.373 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:0.351 Maternal Vital: Ht Percentile-postPregnancy:0.217 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.217 Maternal Vital: Ht Percentile-otherPregnancy:0.208 Maternal Maternal Procedure History:36415-otherPregnancy:-0.180 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.156 Maternal Maternal Lab History: POLYS-otherPregnancy:0.135 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.540 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:-0.535 Maternal Maternal Lab History: CHOLIC ACID-postPregnancy:-0.530 Maternal Maternal Lab History: BILE ACIDS-postPregnancy:-0.529 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.423 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy:-0.414 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.196 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.187 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.177 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 5.669 [0.795 40.431] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:1.000 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.837 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.428 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.385 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.328 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.311 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.300 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.292 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.240 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.203 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.866 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.764 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.745 Maternal Maternal Lab History: eGFR-otherPregnancy:-0.612 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.577 Maternal Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:0.577 Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:0.577 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.577 Maternal Maternal Procedure History:90658-postPregnancy:0.531 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:1.000 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.566 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.334 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.294 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.212 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.197 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.189 Maternal Maternal Lab History: FASTING-otherPregnancy:0.187 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.177 Maternal Maternal Lab History: PAPP-A-otherPregnancy:-0.169 Maternal Maternal Procedure History:36416-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.509 Correlated most with: Maternal Maternal Procedure History:36416-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.857 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.215 Newborn Diagnosis:9ccs223:Birth trauma:0.211 Maternal Maternal Lab History: CHLORIDE-postPregnancy:-0.202 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.180 Maternal Diagnosis:9ccs188:Pelvic obstr:0.165 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.164 Maternal Maternal Procedure History:97140-postPregnancy:-0.163 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.155 Maternal Diagnosis:9ccs238:Complic proc | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Diagnosis:9ccs238:Complic proc:1.000 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.706 Maternal Diagnosis:9ccs2617:E Codes: Adverse effects of medical drugs:0.408 Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:0.407 Maternal Maternal Lab History: PTT-otherPregnancy:-0.240 Maternal Diagnosis:9ccs89:Blindness:0.234 Maternal Maternal Lab History: PT-otherPregnancy:-0.205 Maternal Diagnosis:9ccs143:Abdom hernia:0.202 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:0.143 Maternal Diagnosis:9ccs84:Headache/mig:0.132 Newborn Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs59:Anemia:1.000 Newborn Diagnosis:9ccs58:Ot nutrit dx:1.000 Lab:296169 RETICULOCYTE COUNT- LMC:-0.707 Diagnosis:9ccs238:Complic proc:0.447 Diagnosis:9ccs83:Epilepsy/cnv:0.241 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.163 Diagnosis:9ccs138:Esophgeal dx:0.131 Diagnosis:9ccs224:Ot perint dx:0.130 Diagnosis:9ccs250:Nausea/vomit:0.103 Diagnosis:9ccs159:UTI:0.103 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.910 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.893 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.782 Maternal Maternal Procedure History:97803-otherPregnancy:0.517 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.319 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.319 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.319 Lab:323700 CULTURE THROAT W SENS - Sunrise:0.319 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.296 Maternal Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.451 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.438 Maternal Maternal Procedure History:97112-postPregnancy:0.406 Maternal Maternal Lab History: RETIC HGB-postPregnancy:0.321 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.298 Newborn Diagnosis:9ccs220:Birth asphyx:-0.289 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:0.289 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:-0.289 Maternal Maternal Lab History: RET %-postPregnancy:-0.271 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.397 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.387 Maternal Maternal Lab History: VLDL-postPregnancy:-0.336 Maternal Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:0.298 Maternal Maternal Lab History: HBV DNA-postPregnancy:-0.298 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.265 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:-0.245 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.244 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.209 Lab:294199 BILIRUBIN SCAN - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:294199 BILIRUBIN SCAN - LMC:1.000 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.128 Maternal Maternal Lab History: NT MoM-postPregnancy:-0.101 Diagnosis:9ccs127:COPD:0.092 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.086 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.081 Maternal Maternal Lab History: APF MoM-postPregnancy:-0.078 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.071 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:-0.063 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:-0.050 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:1.000 Maternal Maternal Lab History: T-3(Total)-postPregnancy:0.328 Maternal Maternal Diagnosis:10ccs84:Headache/mig-postPregnancy:0.318 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.305 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:-0.286 Maternal Maternal Lab History: T-3 UPTAKE-postPregnancy:0.269 Maternal Maternal Lab History: T-4-postPregnancy:0.269 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.267 Diagnosis:9ccs204:Ot joint dx:0.241 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.209 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.639 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.634 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.632 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.627 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.615 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.519 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.508 Maternal Maternal Lab History: MICRO/CREAT RATIO-postPregnancy:0.500 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.500 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.488 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:-0.385 Lab:294495 LEAD, BLOOD - LMC:-0.356 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.326 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.307 Maternal Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:0.290 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.283 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.260 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.259 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.440 Maternal Maternal Diagnosis:9ccs123:Influenza-postPregnancy:0.408 Maternal Maternal Procedure History:87880-postPregnancy:0.373 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.373 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.316 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.295 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:-0.238 Maternal Diagnosis:9ccs204:Ot joint dx:-0.204 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:-0.174 Newborn Diagnosis:9ccs214:GI cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs214:GI cong anom:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.234 Diagnosis:9ccs161:Ot dx kidney:0.169 Diagnosis:9ccs258:Other screen:0.124 Newborn Diagnosis:9ccs217:Ot cong anom:0.094 Newborn Diagnosis:9ccs94:Other ear dx:-0.090 Lab:295669 BILIRUBIN DIRECT - LMC:0.089 Maternal Maternal Lab History: MPV-postPregnancy:0.078 Diagnosis:9ccs127:COPD:0.075 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.070 Maternal Vital: Ht Percentile-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Vital: Ht Percentile-otherPregnancy:1.000 Maternal Maternal Lab History: LACTIC ACID-postPregnancy:-0.550 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.341 Maternal Maternal Diagnosis:9ccs219:Low birth wt-otherPregnancy:-0.318 Maternal Vital: Ht Percentile-postPregnancy:0.284 Maternal Vital: Wt Percentile-otherPregnancy:0.248 Maternal Diagnosis:9ccs149:Biliary dx:0.239 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:-0.225 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.208 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-otherPregnancy:0.208 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.782 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.578 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.504 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.481 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.434 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:-0.419 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.370 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.333 Maternal Maternal Procedure History:93005-postPregnancy:-0.333 Maternal Maternal Lab History: TRANSFERRIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: TRANSFERRIN-postPregnancy:1.000 Maternal Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:0.583 Maternal Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.500 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.390 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:-0.307 Maternal Diagnosis:9ccs5:HIV infectn:0.289 Maternal Maternal Lab History: IRON-postPregnancy:-0.247 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.186 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:0.181 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.159 Diagnosis:9ccs236:Opn wnd extr | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs236:Opn wnd extr:1.000 Diagnosis:9ccs229:Fx arm:0.407 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:0.119 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.100 Maternal Diagnosis:9ccs192:Umbil cord:0.058 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:-0.058 Diagnosis:9ccs197:Skin infectn:0.046 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:-0.045 Maternal Diagnosis:9ccs10:Immuniz/scrn:0.044 Maternal Maternal Lab History: MCV-postPregnancy:0.041 Maternal Maternal Lab History: T-3(Total)-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: T-3(Total)-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.683 Newborn Diagnosis:9ccs220:Birth asphyx:0.500 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:-0.500 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.500 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:-0.439 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:-0.433 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.408 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.397 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.396 Maternal Maternal Lab History: AMP/SULBACTAM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: AMP/SULBACTAM-postPregnancy:1.000 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.660 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.517 Maternal Maternal Lab History: PATIENT-postPregnancy:-0.500 Maternal Maternal Lab History: APTT-postPregnancy:-0.500 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:0.480 Maternal Maternal Lab History: INR-postPregnancy:-0.310 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:-0.261 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:-0.244 Diagnosis:9ccs117:Ot circul dx:0.236 Maternal Diagnosis:9ccs44:Neoplsm unsp | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs44:Neoplsm unsp:1.000 Diagnosis:9ccs2:Septicemia:0.408 Maternal Diagnosis:9ccs259:Unclassified:0.181 Diagnosis:9ccs4:Mycoses:0.071 Maternal Diagnosis:9ccs10:Immuniz/scrn:0.071 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.050 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.050 Maternal Vital: BP-postPregnancy:-0.049 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:-0.045 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.041 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:1.000 Maternal Maternal Lab History: ESTRADIOL-postPregnancy:-0.366 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.347 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.331 Maternal Maternal Lab History: RETICULOCYTES-postPregnancy:0.262 Maternal Maternal Lab History: CHr(RETIC HGB CONTENT)-postPregnancy:0.262 Maternal Maternal Lab History: SEX HORMONE BINDING GLOBULIN-postPregnancy:-0.262 Diagnosis:9ccs231:Oth fracture:0.237 Maternal Maternal Lab History: AST-postPregnancy:0.180 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.163 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.836 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.500 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.500 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.500 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.500 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.464 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.405 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.398 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.318 Maternal Maternal Lab History: LIPASE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: LIPASE-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.663 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.659 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.566 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.492 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.489 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.422 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.285 Maternal Maternal Lab History: AMYLASE-otherPregnancy:0.261 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.242 Maternal Maternal Lab History: MICROALBUMIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: MICRO/CREAT RATIO-postPregnancy:1.000 Maternal Maternal Lab History: MICROALBUMIN-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.791 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.627 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.615 Maternal Maternal Diagnosis:10ccs4:Mycoses-postPregnancy:0.500 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.500 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.500 Maternal Vital: SpO2-postPregnancy:-0.429 Diagnosis:9ccs242:Poisn ot med:0.268 Maternal Diagnosis:9ccs56:Cystic fibro | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs56:Cystic fibro:1.000 Diagnosis:9ccs204:Ot joint dx:0.377 Lab:292495 LEAD LEVEL - Sunrise:0.272 Diagnosis:9ccs113:Late eff CVD:0.106 Maternal Diagnosis:9ccs183:HTN in preg:0.077 Maternal Diagnosis:9ccs189:Prev c-sectn:0.055 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.052 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.052 Diagnosis:9ccs155:Other GI dx:0.041 Diagnosis:9ccs126:Ot up rsp in:-0.040 Maternal Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:1.000 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:0.471 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.384 Maternal Maternal Lab History: GAMMA GT-postPregnancy:-0.318 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:-0.174 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.166 Maternal Maternal Lab History: LDL-postPregnancy:-0.146 Maternal Maternal Lab History: eGFR-postPregnancy:0.137 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.135 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:-0.102 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:1.000 Maternal Maternal Lab History: LDL-otherPregnancy:-0.635 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.605 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.488 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:-0.452 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.355 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.351 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.266 Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:0.256 Maternal Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:0.256 Newborn Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs133:Oth low resp:1.000 Diagnosis:9ccs159:UTI:0.103 Newborn Diagnosis:9ccs256:Exam/eval:0.095 Maternal Diagnosis:9ccs183:HTN in preg:0.077 Diagnosis:9ccs135:Intest infct:0.044 Diagnosis:9ccs125:Bronchitis:0.044 Maternal Diagnosis:9ccs185:Long pregncy:0.043 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:-0.040 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:-0.040 Newborn Diagnosis:9ccs224:Ot perint dx:0.038 Maternal Maternal Lab History: HERPES I IgG-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: HERPES I IgG-otherPregnancy:1.000 Lab:323825 STREP SCREEN THROAT - Sunrise:0.548 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.445 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.386 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.386 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:-0.375 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.210 Maternal Maternal Lab History: HCG-otherPregnancy:-0.204 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.204 Diagnosis:9ccs76:Meningitis:0.190 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:1.000 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.556 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.500 Maternal Maternal Lab History: TSH-otherPregnancy:-0.500 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:-0.500 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.500 Maternal Maternal Lab History: FOLATE-otherPregnancy:-0.500 Maternal Maternal Lab History: IRON-otherPregnancy:-0.500 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.484 Maternal Maternal Procedure History:96372-otherPregnancy:0.474 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.468 Newborn Diagnosis:9ccs191:Amnios dx:0.354 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:-0.333 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.268 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.268 Maternal Maternal Procedure History:90656-postPregnancy:0.268 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-otherPregnancy:0.250 Maternal Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:0.250 Diagnosis:9ccs51:Ot endo dsor:0.205 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.836 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.429 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.429 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.429 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.429 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.398 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.321 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.311 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.295 Newborn Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.507 Correlated most with: Newborn Diagnosis:9ccs95:Oth nerv dx:1.000 Diagnosis:9ccs16:Liver/ibd ca:0.447 Newborn Diagnosis:9ccs216:Nerv cong an:0.315 Maternal Maternal Lab History: FREE T-4-otherPregnancy:0.242 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.236 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.228 Maternal Maternal Lab History: FASTING-otherPregnancy:-0.222 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.205 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.198 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.162 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.893 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.803 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.733 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.506 Lab:323700 CULTURE THROAT W SENS - Sunrise:0.506 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.506 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.506 Maternal Maternal Procedure History:97803-otherPregnancy:0.487 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.469 Lab:323700 CULTURE THROAT W SENS - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:323700 CULTURE THROAT W SENS - Sunrise:1.000 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.506 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.500 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.500 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.500 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.500 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.464 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.429 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.354 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.319 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:0.667 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:-0.378 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.370 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.354 Maternal Maternal Procedure History:97035-postPregnancy:-0.289 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.289 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.289 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.289 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.247 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:1.000 Maternal Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:0.471 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.469 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.366 Maternal Maternal Lab History: GAMMA GT-postPregnancy:-0.281 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.245 Maternal Maternal Lab History: VLDL-postPregnancy:0.225 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.213 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.191 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:-0.186 Maternal Maternal Lab History: APF MoM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: APF MoM-otherPregnancy:1.000 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.662 Maternal Maternal Lab History: GLUCOSE POCT-otherPregnancy:0.633 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy:0.520 Maternal Maternal Procedure History:93005-otherPregnancy:0.520 Maternal Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:0.399 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.380 Maternal Diagnosis:9ccs194:Forceps del:0.368 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.339 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:-0.334 * Maternal Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 11.346 [1.025 125.601] | indivs AUC:0.509 Correlated most with: Maternal Diagnosis:9ccs95:Oth nerv dx:1.000 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.219 Diagnosis:9ccs141:Ot dx stomch:0.180 Maternal Maternal Lab History: POTASSIUM-postPregnancy:0.148 Maternal Maternal Lab History: MCV-postPregnancy:-0.134 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:-0.130 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.124 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:0.120 Diagnosis:9ccs219:Low birth wt:0.109 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:-0.108 Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:1.000 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.355 Maternal Diagnosis:9ccs93:Dizziness:-0.354 Maternal Diagnosis:9ccs250:Nausea/vomit:-0.354 Maternal Maternal Lab History: TSH-otherPregnancy:-0.354 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.218 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:0.205 Maternal Maternal Lab History: LDL-otherPregnancy:0.201 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.193 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.191 Maternal Maternal Lab History: IRON-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: IRON-otherPregnancy:1.000 Maternal Maternal Lab History: FOLATE-otherPregnancy:1.000 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:1.000 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:1.000 Maternal Diagnosis:9ccs3:Oth bact inf:0.707 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.540 Maternal Maternal Lab History: TSH-otherPregnancy:0.500 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.500 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.484 Maternal Maternal Procedure History:96372-otherPregnancy:-0.474 Diagnosis:9ccs118:Phlebitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs118:Phlebitis:1.000 Diagnosis:9ccs216:Nerv cong an:0.353 Newborn Diagnosis:9ccs96:Hrt valve dx:0.266 Diagnosis:9ccs83:Epilepsy/cnv:0.241 Diagnosis:9ccs211:Ot conn tiss:0.222 Diagnosis:9ccs143:Abdom hernia:0.141 Diagnosis:9ccs127:COPD:0.111 Diagnosis:9ccs113:Late eff CVD:0.106 Diagnosis:9ccs122:Pneumonia:0.087 Diagnosis:9ccs134:Ot uppr resp:0.085 Maternal Vital: Wt Percentile-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Vital: Wt Percentile-otherPregnancy:1.000 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.617 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.581 Maternal Maternal Procedure History:93005-otherPregnancy:-0.554 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.457 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.365 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.364 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.327 Maternal Vital: BMI Percentile-otherPregnancy:0.279 Maternal Vital: Ht Percentile-otherPregnancy:0.248 Maternal Maternal Procedure History:97803-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:97803-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.517 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.487 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.446 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.359 Maternal Maternal Lab History: THYROGLOBULIN AB-postPregnancy:0.289 Maternal Maternal Lab History: NT MoM-postPregnancy:-0.193 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.188 Maternal Maternal Procedure History:86703-otherPregnancy:0.184 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.167 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: IRON-otherPregnancy:1.000 Maternal Maternal Lab History: FOLATE-otherPregnancy:1.000 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:1.000 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:1.000 Maternal Diagnosis:9ccs3:Oth bact inf:0.707 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.540 Maternal Maternal Lab History: TSH-otherPregnancy:0.500 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.500 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.484 Maternal Maternal Procedure History:96372-otherPregnancy:-0.474 Maternal Maternal Diagnosis:9ccs180:Ectopic preg-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs180:Ectopic preg-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:0.866 Maternal Maternal Lab History: HERPES 1/2 IGM-postPregnancy:-0.577 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:0.549 Maternal Maternal Procedure History:90472-postPregnancy:-0.399 Maternal Maternal Procedure History:36415-postPregnancy:0.205 Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:0.204 Maternal Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:0.204 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.184 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:-0.143 Maternal Maternal Lab History: PTT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.493 Correlated most with: Maternal Maternal Lab History: PTT-otherPregnancy:1.000 Maternal Maternal Lab History: INR-otherPregnancy:0.549 Maternal Maternal Lab History: PT-otherPregnancy:0.465 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.346 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.344 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.282 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.276 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:-0.271 Maternal Diagnosis:9ccs238:Complic proc:-0.240 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:0.238 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.689 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.506 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.449 Maternal Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.354 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:-0.324 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:-0.295 Maternal Maternal Lab History: FREE T3-postPregnancy:0.239 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.223 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.220 Maternal Maternal Lab History: OXACILLIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: OXACILLIN-postPregnancy:1.000 Maternal Maternal Lab History: APF MoM-postPregnancy:0.410 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.316 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.175 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.169 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.167 Maternal Maternal Lab History: AFP-postPregnancy:-0.143 Diagnosis:9ccs209:Ot acq defor:0.130 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:-0.110 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:-0.100 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:1.000 Maternal Maternal Procedure History:96372-otherPregnancy:0.548 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-otherPregnancy:0.289 Maternal Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:0.289 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.250 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.193 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.186 Maternal Maternal Procedure History:36415-otherPregnancy:-0.156 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:-0.153 Maternal Maternal Procedure History:86703-otherPregnancy:-0.145 Diagnosis:9ccs63:Wht blood dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs63:Wht blood dx:1.000 Newborn Diagnosis:9ccs143:Abdom hernia:0.353 Maternal Diagnosis:9ccs138:Esophgeal dx:0.155 Maternal Diagnosis:9ccs182:Hemorr preg:0.148 Diagnosis:9ccs209:Ot acq defor:0.121 Newborn Diagnosis:9ccs221:Resp distres:0.121 Diagnosis:9ccs168:PID:0.121 Diagnosis:9ccs159:UTI:0.099 Maternal Diagnosis:9ccs191:Amnios dx:0.091 Diagnosis:9ccs143:Abdom hernia:0.091 Diagnosis:9ccs2618:E Codes: Other specified and classifiable | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2618:E Codes: Other specified and classifiable:1.000 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.688 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.578 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.437 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.417 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.376 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.321 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.289 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.279 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.263 Maternal Maternal Lab History: UIBC-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: UIBC-postPregnancy:1.000 Maternal Maternal Lab History: FERRITIN-postPregnancy:-0.731 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.723 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.663 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.550 Maternal Maternal Lab History: CHr(RETIC HGB CONTENT)-postPregnancy:-0.480 Maternal Maternal Lab History: RETICULOCYTES-postPregnancy:-0.480 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.354 Diagnosis:9ccs129:Asp pneumon:0.286 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.283 Maternal Maternal Lab History: FERRITIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: FERRITIN-otherPregnancy:1.000 Maternal Maternal Lab History: TSH-otherPregnancy:0.352 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.352 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.341 Maternal Maternal Procedure History:96372-otherPregnancy:-0.334 Maternal Diagnosis:9ccs3:Oth bact inf:-0.311 Maternal Maternal Procedure History:86703-postPregnancy:0.263 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:-0.244 Maternal Maternal Lab History: RDW-otherPregnancy:-0.243 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:0.238 Maternal Maternal Lab History: TSH-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: TSH-otherPregnancy:1.000 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:0.500 Maternal Maternal Lab History: FOLATE-otherPregnancy:0.500 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.500 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:0.500 Maternal Maternal Lab History: IRON-otherPregnancy:0.500 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.484 Maternal Maternal Procedure History:96372-otherPregnancy:-0.474 Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:-0.354 Maternal Maternal Lab History: FERRITIN-otherPregnancy:0.352 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: IRON-otherPregnancy:1.000 Maternal Maternal Lab History: FOLATE-otherPregnancy:1.000 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:1.000 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:1.000 Maternal Diagnosis:9ccs3:Oth bact inf:0.707 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.540 Maternal Maternal Lab History: TSH-otherPregnancy:0.500 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.500 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.484 Maternal Maternal Procedure History:96372-otherPregnancy:-0.474 Diagnosis:9ccs190:Fetal distrs | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs190:Fetal distrs:1.000 Diagnosis:9ccs64:Ot hematl dx:0.248 Diagnosis:9ccs61:Sickle cell:0.234 Diagnosis:9ccs91:Other eye dx:0.052 Diagnosis:9ccs239:Superfic inj:0.049 Diagnosis:9ccs151:Oth liver dx:0.046 Diagnosis:9ccs222:Perint jaund:0.045 Maternal Diagnosis:9ccs195:Ot compl bir:0.040 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.036 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.036 Vital: BMI Percentile-gain5to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:-0.577 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.402 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.294 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.293 Diagnosis:9ccs204:Ot joint dx:0.268 Maternal Maternal Procedure History:S9470-otherPregnancy:-0.224 Maternal Maternal Lab History: FASTING-otherPregnancy:-0.218 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:-0.216 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.189 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:0.187 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.511 Correlated most with: Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:1.000 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.877 Maternal Maternal Procedure History:99401-postPregnancy:0.317 Newborn Diagnosis:9ccs96:Hrt valve dx:0.235 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.234 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.232 Maternal Maternal Lab History: LIPASE-otherPregnancy:-0.217 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:-0.200 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:-0.186 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.181 Maternal Maternal Diagnosis:10ccs172:Ovarian cyst-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:10ccs172:Ovarian cyst-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs123:Influenza-postPregnancy:0.500 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.433 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.254 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.250 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.203 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.202 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.199 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.194 Maternal Maternal Lab History: MONOS-otherPregnancy:-0.170 Maternal Maternal Lab History: BILE ACIDS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: BILE ACIDS-postPregnancy:1.000 Maternal Maternal Lab History: CHOLIC ACID-postPregnancy:0.996 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.989 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy:0.854 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:-0.529 Maternal Vital: Ht Percentile-otherPregnancy:-0.193 Maternal Maternal Lab History: LACTIC ACID-postPregnancy:0.175 Diagnosis:9ccs219:Low birth wt:0.169 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.165 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.148 Diagnosis:9ccs254:Rehab | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs254:Rehab:1.000 Diagnosis:9ccs212:Ot bone dx:0.288 Diagnosis:9ccs247:Lymph enlarg:0.199 Diagnosis:9ccs259:Unclassified:0.091 Diagnosis:9ccs136:Teeth dx:0.084 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs151:Oth liver dx:0.073 Number of Visits:0.060 MatDeliveryAge:0.059 Diagnosis:9ccs125:Bronchitis:0.044 Maternal Maternal Diagnosis:9ccs63:Wht blood dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs63:Wht blood dx-postPregnancy:1.000 Maternal Maternal Procedure History:97032-postPregnancy:-0.612 Maternal Maternal Procedure History:97010-postPregnancy:-0.535 Maternal Maternal Procedure History:97110-postPregnancy:-0.354 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.268 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.263 Maternal Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:-0.236 Maternal Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:0.204 Maternal Maternal Lab History: SODIUM-postPregnancy:0.185 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.181 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.491 Correlated most with: Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:1.000 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:0.469 Maternal Maternal Lab History: VLDL-postPregnancy:0.270 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.244 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.225 Maternal Maternal Procedure History:99211-otherPregnancy:-0.223 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.220 Maternal Maternal Lab History: 2 HOUR-postPregnancy:-0.196 Maternal Maternal Lab History: TSH-postPregnancy:0.194 Maternal Maternal Lab History: TSH-otherPregnancy:-0.194 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.505 Correlated most with: Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.378 Maternal Diagnosis:9ccs6:Hepatitis:0.334 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:-0.264 Maternal Maternal Procedure History:90656-postPregnancy:0.235 Maternal Maternal Procedure History:90471-otherPregnancy:0.193 Maternal Vital: SpO2-otherPregnancy:0.191 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:-0.185 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:-0.185 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.162 Vital: BP-avg10to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs212:Ot bone dx:0.205 Maternal Maternal Lab History: RUBELLA-postPregnancy:-0.163 Maternal Diagnosis:9ccs188:Pelvic obstr:-0.128 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.082 Maternal Vital: SpO2-postPregnancy:0.079 Diagnosis:9ccs0:No DX:0.079 Maternal Maternal Lab History: URINE PH-postPregnancy:0.074 Maternal Maternal Lab History: POTASSIUM-postPregnancy:0.072 Diagnosis:9ccs128:Asthma:0.071 Maternal Diagnosis:9ccs192:Umbil cord:-0.068 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.600 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.504 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.437 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.364 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.328 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:0.315 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:0.315 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.306 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:-0.293 Diagnosis:9ccs72:Anxiety dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs72:Anxiety dx:1.000 Diagnosis:9ccs134:Ot uppr resp:0.085 Diagnosis:9ccs256:Exam/eval:0.085 Diagnosis:9ccs136:Teeth dx:0.084 Diagnosis:9ccs74:Ot mentl cnd:0.079 Diagnosis:9ccs217:Ot cong anom:0.079 Diagnosis:9ccs58:Ot nutrit dx:0.075 Maternal Diagnosis:9ccs190:Fetal distrs:0.045 Diagnosis:9ccs90:Eye infectn:0.044 Number of Visits:0.043 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.511 Correlated most with: Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.384 Maternal Maternal Procedure History:81025-otherPregnancy:0.365 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.358 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.355 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.344 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.331 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.304 Maternal Vital: PL-otherPregnancy:-0.268 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.214 Maternal Diagnosis:9ccs73:Preadult dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs73:Preadult dx:1.000 Maternal Diagnosis:9ccs59:Anemia:0.098 Maternal Diagnosis:9ccs187:Malposition:0.095 Maternal Diagnosis:9ccs191:Amnios dx:0.072 Diagnosis:9ccs133:Oth low resp:0.069 Diagnosis:9ccs90:Eye infectn:0.044 MatDeliveryAge:-0.040 Maternal Diagnosis:9ccs181:Ot preg comp:0.038 Diagnosis:9ccs7:Viral infect:0.028 Diagnosis:9ccs257:Ot aftercare:0.028 Maternal Diagnosis:9ccs102:Chest pain | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs102:Chest pain:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.104 Maternal Diagnosis:9ccs184:Early labor:0.097 Newborn Diagnosis:9ccs219:Low birth wt:0.096 Newborn Diagnosis:9ccs256:Exam/eval:0.095 Diagnosis:9ccs259:Unclassified:0.091 Diagnosis:9ccs134:Ot uppr resp:0.085 Diagnosis:9ccs96:Hrt valve dx:0.077 Newborn Diagnosis:9ccs222:Perint jaund:0.073 Maternal Diagnosis:9ccs191:Amnios dx:0.072 Maternal Maternal Lab History: FOLATE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: IRON-otherPregnancy:1.000 Maternal Maternal Lab History: FOLATE-otherPregnancy:1.000 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:1.000 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:1.000 Maternal Diagnosis:9ccs3:Oth bact inf:0.707 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.540 Maternal Maternal Lab History: TSH-otherPregnancy:0.500 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.500 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.484 Maternal Maternal Procedure History:96372-otherPregnancy:-0.474 Maternal Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:1.000 Maternal Maternal Procedure History:J1055-postPregnancy:-0.455 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.356 Maternal Maternal Procedure History:90772-postPregnancy:-0.348 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.341 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.340 Maternal Maternal Lab History: FASTING-otherPregnancy:0.251 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.249 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:-0.243 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.235 Diagnosis:9ccs246:FUO | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs246:FUO:1.000 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.646 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.613 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.550 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:-0.500 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:-0.500 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.468 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.366 Maternal Maternal Procedure History:36415-postPregnancy:0.284 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.257 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:1.000 Maternal Maternal Lab History: CHOLIC ACID-postPregnancy:0.992 Maternal Maternal Lab History: BILE ACIDS-postPregnancy:0.989 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy:0.774 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:-0.535 Maternal Vital: Ht Percentile-otherPregnancy:-0.225 Maternal Maternal Lab History: LACTIC ACID-postPregnancy:0.204 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.183 Diagnosis:9ccs219:Low birth wt:0.171 Maternal Vital: Ht Percentile-postPregnancy:-0.159 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.866 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.451 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.397 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.337 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.333 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.292 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.289 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.289 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.289 Maternal Diagnosis:9ccs92:Otitis media | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs92:Otitis media:1.000 Diagnosis:9ccs44:Neoplsm unsp:0.500 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.102 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.101 Diagnosis:9ccs58:Ot nutrit dx:0.075 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.052 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.052 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.042 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.042 Diagnosis:9ccs200:Oth skin dx:0.040 Maternal Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:-0.387 Diagnosis:9ccs145:Int obstruct:-0.365 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:-0.333 Maternal Maternal Lab History: T-3(Total)-postPregnancy:0.314 Maternal Maternal Lab History: T-3 UPTAKE-postPregnancy:0.258 Maternal Maternal Lab History: T-4-postPregnancy:0.258 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.228 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.183 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.167 Maternal Maternal Lab History: CHOLIC ACID-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: CHOLIC ACID-postPregnancy:1.000 Maternal Maternal Lab History: BILE ACIDS-postPregnancy:0.996 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.992 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy:0.813 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:-0.530 Diagnosis:9ccs219:Low birth wt:0.170 Maternal Vital: Ht Percentile-otherPregnancy:-0.161 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.158 Maternal Vital: Ht Percentile-postPregnancy:-0.151 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.147 Diagnosis:9ccs70:Schizo/rl dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs70:Schizo/rl dx:1.000 Diagnosis:9ccs95:Oth nerv dx:0.152 Diagnosis:9ccs113:Late eff CVD:0.106 Diagnosis:9ccs94:Other ear dx:0.082 Diagnosis:9ccs74:Ot mentl cnd:0.079 Diagnosis:9ccs151:Oth liver dx:0.073 Diagnosis:9ccs222:Perint jaund:0.072 Maternal Maternal Lab History: MCV-postPregnancy:0.058 Maternal Maternal Procedure History:36415-postPregnancy:-0.048 Maternal Diagnosis:9ccs190:Fetal distrs:0.045 Maternal Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs224:Ot perint dx:1.000 Diagnosis:9ccs59:Anemia:0.083 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.055 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.055 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.046 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.046 Maternal Diagnosis:9ccs190:Fetal distrs:0.045 Diagnosis:9ccs135:Intest infct:0.044 Diagnosis:9ccs90:Eye infectn:0.044 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.043 Diagnosis:9ccs44:Neoplsm unsp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs44:Neoplsm unsp:1.000 Maternal Diagnosis:9ccs92:Otitis media:0.500 Diagnosis:9ccs8:Oth infectns:0.175 Diagnosis:9ccs205:Back problem:0.141 Maternal Diagnosis:9ccs7:Viral infect:0.130 Diagnosis:9ccs89:Blindness:0.081 Diagnosis:9ccs47:Ot bnign neo:0.076 Diagnosis:9ccs217:Ot cong anom:0.071 Diagnosis:9ccs224:Ot perint dx:0.058 Diagnosis:9ccs257:Ot aftercare:0.056 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:1.000 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.781 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.714 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:0.622 Maternal Maternal Lab History: CHr(RETIC HGB CONTENT)-postPregnancy:0.607 Maternal Maternal Lab History: RETICULOCYTES-postPregnancy:0.607 Maternal Maternal Lab History: UIBC-postPregnancy:-0.550 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.333 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.325 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.294 Maternal Diagnosis:9ccs239:Superfic inj | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs239:Superfic inj:1.000 Maternal Diagnosis:9ccs235:Opn wnd head:0.707 Maternal Diagnosis:9ccs2603:E Codes: Fall:0.707 Maternal Diagnosis:9ccs67:Subst-r mntl:0.707 Maternal Diagnosis:10ccs58:Ot nutrit dx:0.707 Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:0.707 Maternal Diagnosis:9ccs2619:e codes: other specified- nec:0.499 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.315 Newborn Diagnosis:9ccs253:Allergy:0.222 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.196 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.452 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.392 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.385 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.344 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.333 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.323 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.281 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.262 Newborn Diagnosis:9ccs5:HIV infectn:-0.243 Diagnosis:9ccs229:Fx arm | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs229:Fx arm:1.000 Diagnosis:9ccs236:Opn wnd extr:0.407 Diagnosis:9ccs231:Oth fracture:0.332 Diagnosis:9ccs244:Other injury:0.148 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.140 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.115 Maternal Vital: Ht Percentile-postPregnancy:0.111 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:0.097 Maternal Vital: BMI Percentile-otherPregnancy:0.096 Diagnosis:9ccs256:Exam/eval:0.094 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:1.000 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:1.000 Maternal Vital: SpO2-otherPregnancy:-0.687 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.315 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.293 Maternal Diagnosis:9ccs245:Syncope:-0.289 Maternal Maternal Lab History: POLYS-postPregnancy:0.197 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:-0.185 Maternal Maternal Lab History: MONOS-postPregnancy:-0.178 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.171 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.489 Correlated most with: Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.462 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.423 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.418 Maternal Maternal Procedure History:87880-postPregnancy:0.401 Maternal Maternal Diagnosis:9ccs123:Influenza-postPregnancy:0.387 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.384 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.316 Maternal Maternal Procedure History:93005-postPregnancy:-0.298 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.280 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:1.000 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:1.000 Maternal Vital: SpO2-otherPregnancy:-0.687 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.315 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.293 Maternal Diagnosis:9ccs245:Syncope:-0.289 Maternal Maternal Lab History: POLYS-postPregnancy:0.197 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:-0.185 Maternal Maternal Lab History: MONOS-postPregnancy:-0.178 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.171 Maternal Maternal Lab History: ESTRADIOL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ESTRADIOL-postPregnancy:1.000 Newborn Diagnosis:9ccs176:Contraceptiv:0.707 Diagnosis:9ccs188:Pelvic obstr:0.500 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.484 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.366 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.303 Maternal Maternal Lab History: LH-postPregnancy:-0.289 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.280 Maternal Diagnosis:9ccs149:Biliary dx:0.224 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.142 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:1.000 Diagnosis:9ccs232:Sprain:0.707 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.680 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.568 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.475 Maternal Maternal Lab History: TP PERIOD-postPregnancy:-0.474 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.468 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:-0.456 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.343 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.321 Maternal Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs253:Allergy:1.000 Maternal Diagnosis:9ccs106:Dysrhythmia:0.145 Diagnosis:9ccs0:No DX:0.071 Maternal Diagnosis:9ccs190:Fetal distrs:0.064 Diagnosis:9ccs200:Oth skin dx:0.056 Diagnosis:9ccs126:Ot up rsp in:-0.056 Newborn Diagnosis:9ccs222:Perint jaund:0.046 Maternal Diagnosis:9ccs191:Amnios dx:0.045 Maternal Diagnosis:9ccs195:Ot compl bir:0.040 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.037 Maternal Diagnosis:9ccs120:Hemmorhoids | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs120:Hemmorhoids:1.000 Diagnosis:9ccs51:Ot endo dsor:0.202 Maternal Maternal Procedure History:90649-postPregnancy:0.187 Newborn Diagnosis:9ccs223:Birth trauma:0.160 Maternal Maternal Procedure History:90471-postPregnancy:0.120 Maternal Maternal Procedure History:81025-postPregnancy:0.097 Maternal Vital: PL-postPregnancy:0.088 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.081 Diagnosis:9ccs250:Nausea/vomit:0.069 Maternal Maternal Procedure History:96372-postPregnancy:-0.060 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:1.000 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.892 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.749 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.556 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.556 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.490 Maternal Vital: Wt Percentile-otherPregnancy:-0.457 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.449 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.428 Maternal Maternal Procedure History:93005-otherPregnancy:0.413 Maternal Maternal Lab History: 3 HOUR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: 3 HOUR-postPregnancy:1.000 Maternal Maternal Lab History: APTT-postPregnancy:0.517 Maternal Maternal Lab History: PATIENT-postPregnancy:0.517 Maternal Maternal Lab History: AMP/SULBACTAM-postPregnancy:-0.517 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.496 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.348 Maternal Maternal Lab History: INR-postPregnancy:0.321 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.257 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.257 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.252 Maternal Maternal Lab History: MICRO/CREAT RATIO-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: MICRO/CREAT RATIO-postPregnancy:1.000 Maternal Maternal Lab History: MICROALBUMIN-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.791 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.627 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.615 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.500 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.500 Maternal Maternal Diagnosis:10ccs4:Mycoses-postPregnancy:0.500 Maternal Vital: SpO2-postPregnancy:-0.429 Diagnosis:9ccs242:Poisn ot med:0.268 Lab:292208 CBC/DIFF/PLT - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Lab:292208 CBC/DIFF/PLT - Sunrise:1.000 Maternal Diagnosis:9ccs7:Viral infect:-0.110 Newborn Diagnosis:9ccs213:Cardiac anom:-0.103 Maternal Maternal Lab History: URINE PH-postPregnancy:0.094 Diagnosis:9ccs113:Late eff CVD:0.091 Diagnosis:9ccs122:Pneumonia:0.076 Lab:295669 BILIRUBIN DIRECT - LMC:-0.071 Diagnosis:9ccs4:Mycoses:-0.065 Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy:-0.061 Diagnosis:9ccs213:Cardiac anom:-0.056 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.798 Maternal Maternal Lab History: MICRO/CREAT RATIO-postPregnancy:0.791 Maternal Maternal Lab History: MICROALBUMIN-postPregnancy:0.791 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.777 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.632 Maternal Maternal Diagnosis:10ccs4:Mycoses-postPregnancy:0.632 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.632 Maternal Vital: SpO2-postPregnancy:-0.542 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.518 Maternal Maternal Lab History: AMYLASE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: AMYLASE-otherPregnancy:1.000 Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:-0.301 Maternal Maternal Lab History: LIPASE-otherPregnancy:0.261 Maternal Maternal Lab History: AST-otherPregnancy:-0.236 Maternal Maternal Lab History: ALT-otherPregnancy:-0.228 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.219 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.215 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.191 Diagnosis:9ccs167:Breast dx:-0.188 Maternal Maternal Lab History: HCG-postPregnancy:-0.177 Maternal Maternal Lab History: PATIENT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: APTT-postPregnancy:1.000 Maternal Maternal Lab History: PATIENT-postPregnancy:1.000 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.517 Maternal Maternal Lab History: AMP/SULBACTAM-postPregnancy:-0.500 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.480 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.261 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.244 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.217 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.198 Maternal Maternal Lab History: AFP-postPregnancy:0.195 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.509 Correlated most with: Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:1.000 Maternal Maternal Procedure History:36416-postPregnancy:0.857 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.215 Newborn Diagnosis:9ccs223:Birth trauma:0.206 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:-0.185 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.176 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:-0.163 Maternal Diagnosis:9ccs188:Pelvic obstr:0.162 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:-0.150 Maternal Diagnosis:9ccs128:Asthma:0.143 Diagnosis:9ccs188:Pelvic obstr | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs188:Pelvic obstr:1.000 Newborn Diagnosis:9ccs176:Contraceptiv:0.707 Maternal Maternal Lab History: ESTRADIOL-postPregnancy:0.500 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.485 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.303 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.280 Maternal Diagnosis:9ccs188:Pelvic obstr:0.252 Maternal Maternal Lab History: HCG-postPregnancy:0.247 Maternal Diagnosis:9ccs149:Biliary dx:0.222 Maternal Maternal Lab History: INHMOM-postPregnancy:0.185 Maternal Diagnosis:9ccs121:Oth vein dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs121:Oth vein dx:1.000 Maternal Diagnosis:9ccs143:Abdom hernia:0.500 Diagnosis:9ccs240:Burns:0.288 Diagnosis:9ccs153:GI hemorrhag:0.241 Maternal Diagnosis:9ccs259:Unclassified:0.181 Diagnosis:9ccs217:Ot cong anom:0.079 Maternal Diagnosis:9ccs183:HTN in preg:0.077 Maternal Diagnosis:9ccs176:Contraceptiv:0.074 Diagnosis:9ccs222:Perint jaund:0.072 Diagnosis:9ccs135:Intest infct:0.044 Maternal Maternal Diagnosis:9ccs127:COPD-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.491 Correlated most with: Maternal Maternal Diagnosis:9ccs127:COPD-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.731 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.359 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:-0.354 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.313 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.311 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:-0.250 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.248 Maternal Maternal Lab History: FREE T3-postPregnancy:-0.228 Maternal Maternal Lab History: FREE T3-otherPregnancy:-0.228 Maternal Diagnosis:9ccs245:Syncope | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs245:Syncope:1.000 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:-0.289 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:-0.289 Maternal Maternal Lab History: A/G-postPregnancy:0.202 Maternal Maternal Lab History: MONOS-postPregnancy:0.161 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.154 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.114 Maternal Vital: Temp-postPregnancy:-0.111 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.111 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.110 Maternal Maternal Lab History: CHr(RETIC HGB CONTENT)-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: CHr(RETIC HGB CONTENT)-postPregnancy:1.000 Maternal Maternal Lab History: RETICULOCYTES-postPregnancy:1.000 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.644 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.643 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:0.607 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:0.538 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.500 Maternal Maternal Lab History: SEX HORMONE BINDING GLOBULIN-postPregnancy:-0.500 Maternal Maternal Lab History: UIBC-postPregnancy:-0.480 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.274 Maternal Maternal Diagnosis:9ccs219:Low birth wt-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs219:Low birth wt-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:0.577 Maternal Vital: Ht Percentile-otherPregnancy:-0.318 Maternal Maternal Lab History: LACTIC ACID-postPregnancy:0.289 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.270 Maternal Diagnosis:9ccs196:Nml preg/del:-0.227 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.167 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.139 Maternal Diagnosis:9ccs149:Biliary dx:-0.129 Maternal Maternal Lab History: PH-otherPregnancy:0.129 Maternal Maternal Lab History: RETICULOCYTES-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: RETICULOCYTES-postPregnancy:1.000 Maternal Maternal Lab History: CHr(RETIC HGB CONTENT)-postPregnancy:1.000 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.644 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.643 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:0.607 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:0.538 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.500 Maternal Maternal Lab History: SEX HORMONE BINDING GLOBULIN-postPregnancy:-0.500 Maternal Maternal Lab History: UIBC-postPregnancy:-0.480 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.274 Maternal Vital: SpO2-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.509 Correlated most with: Maternal Vital: SpO2-otherPregnancy:1.000 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:-0.687 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:-0.687 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.417 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.391 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.339 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.332 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:-0.326 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:-0.302 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.243 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:1.000 Maternal Maternal Lab History: INR-otherPregnancy:0.339 Maternal Maternal Lab History: URIC ACID-otherPregnancy:-0.335 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:0.257 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.255 Maternal Maternal Lab History: PTT-otherPregnancy:0.238 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.190 Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:-0.178 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.173 Maternal Maternal Lab History: GLUCOSE POCT-otherPregnancy:0.173 Maternal Maternal Procedure History:97032-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:97032-postPregnancy:1.000 Maternal Maternal Procedure History:97010-postPregnancy:0.982 Maternal Maternal Procedure History:97140-postPregnancy:0.768 Maternal Maternal Procedure History:97110-postPregnancy:0.647 Maternal Maternal Diagnosis:9ccs63:Wht blood dx-postPregnancy:-0.612 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.426 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.410 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.397 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.271 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.255 Diagnosis:9ccs171:Menstrual dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs171:Menstrual dx:1.000 Maternal Diagnosis:9ccs192:Umbil cord:0.126 Maternal Maternal Lab History: LDL-postPregnancy:-0.107 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:-0.103 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:-0.092 Diagnosis:9ccs224:Ot perint dx:0.089 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:-0.062 Maternal Diagnosis:9ccs185:Long pregncy:0.061 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.060 Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:-0.056 Newborn Diagnosis:9ccs220:Birth asphyx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs220:Birth asphyx:1.000 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.684 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:-0.500 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:0.500 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.398 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.304 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.297 Maternal Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:-0.289 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.255 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.253 Maternal Maternal Lab History: LEAD LEVEL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: LEAD LEVEL-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.152 Maternal Diagnosis:9ccs168:PID:0.148 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.141 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.138 Maternal Vital: BMI-postPregnancy:0.125 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.123 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.094 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.094 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:-0.092 Maternal Diagnosis:9ccs24:Breast cancr | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs24:Breast cancr:1.000 Newborn Diagnosis:9ccs259:Unclassified:0.114 Diagnosis:9ccs127:COPD:0.111 Diagnosis:9ccs136:Teeth dx:0.084 Maternal Diagnosis:9ccs186:DM in preg:0.074 Diagnosis:9ccs197:Skin infectn:0.073 Diagnosis:9ccs4:Mycoses:0.071 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.058 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.058 MatDeliveryAge:0.055 Maternal Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs47:Ot bnign neo:1.000 Maternal Diagnosis:9ccs168:PID:0.207 Newborn Diagnosis:9ccs259:Unclassified:0.114 Diagnosis:9ccs0:No DX:0.106 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.068 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.068 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.068 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.067 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.061 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.061 Diagnosis:9ccs175:Ot femal gen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs175:Ot femal gen:1.000 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.205 Maternal Vital: PL-otherPregnancy:-0.188 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.166 Maternal Diagnosis:9ccs172:Ovarian cyst:0.166 Maternal Maternal Procedure History:96372-postPregnancy:0.141 Maternal Diagnosis:9ccs46:Bnign ut neo:0.130 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.122 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.117 Diagnosis:9ccs240:Burns:0.104 Maternal Maternal Procedure History:97010-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:97010-postPregnancy:1.000 Maternal Maternal Procedure History:97032-postPregnancy:0.982 Maternal Maternal Procedure History:97140-postPregnancy:0.838 Maternal Maternal Procedure History:97110-postPregnancy:0.593 Maternal Maternal Diagnosis:9ccs63:Wht blood dx-postPregnancy:-0.535 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.489 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.465 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.433 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.295 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.278 Maternal Maternal Diagnosis:10ccs258:Other screen-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:1.000 Maternal Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.661 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.645 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.577 Maternal Maternal Lab History: eGFR-otherPregnancy:-0.530 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.500 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.500 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.500 Maternal Maternal Procedure History:90658-postPregnancy:0.460 Diagnosis:9ccs245:Syncope | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs245:Syncope:1.000 Maternal Maternal Procedure History:93005-postPregnancy:0.578 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.458 Diagnosis:9ccs83:Epilepsy/cnv:0.341 Maternal Diagnosis:9ccs69:Affective dx:0.315 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.289 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:-0.258 Newborn Diagnosis:9ccs253:Allergy:0.222 Diagnosis:9ccs205:Back problem:0.202 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.160 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:1.000 Maternal Maternal Lab History: UIBC-postPregnancy:-0.723 Diagnosis:9ccs129:Asp pneumon:-0.689 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.676 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.659 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:0.622 Maternal Maternal Lab History: CHr(RETIC HGB CONTENT)-postPregnancy:0.538 Maternal Maternal Lab History: RETICULOCYTES-postPregnancy:0.538 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.292 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.281 Diagnosis:9ccs120:Hemmorhoids | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs120:Hemmorhoids:1.000 Diagnosis:9ccs3:Oth bact inf:0.315 Diagnosis:9ccs154:Gastroent:0.203 Newborn Diagnosis:9ccs94:Other ear dx:-0.131 Number of Visits:0.110 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.104 Diagnosis:9ccs250:Nausea/vomit:0.103 Maternal Diagnosis:9ccs187:Malposition:0.095 Diagnosis:9ccs128:Asthma:0.095 Maternal Diagnosis:9ccs192:Umbil cord:0.089 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:1.000 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.866 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.750 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.506 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.500 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.500 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.500 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.487 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.464 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.447 Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs221:Resp distres:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.152 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.152 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.099 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.098 Diagnosis:9ccs128:Asthma:0.095 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.090 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.090 Diagnosis:9ccs122:Pneumonia:0.087 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.086 Maternal Maternal Diagnosis:10ccs84:Headache/mig-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:10ccs84:Headache/mig-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:0.354 Maternal Maternal Lab History: RET ABS-postPregnancy:0.320 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.318 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.314 Maternal Maternal Lab History: RET %-postPregnancy:0.300 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.282 Maternal Maternal Lab History: RETIC HGB-postPregnancy:-0.271 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.219 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.205 Maternal Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:1.000 Newborn Diagnosis:9ccs47:Ot bnign neo:-0.472 Newborn Diagnosis:9ccs191:Amnios dx:-0.236 Maternal Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:0.192 Maternal Maternal Lab History: MONOS-otherPregnancy:-0.165 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.148 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.138 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.137 Maternal Maternal Procedure History:36415-otherPregnancy:0.136 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:0.118 Maternal Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:1.000 Maternal Maternal Lab History: SEX HORMONE BINDING GLOBULIN-postPregnancy:-0.474 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.474 Maternal Maternal Lab History: Varicella IgG-postPregnancy:0.466 Maternal Maternal Lab History: FOLATE-postPregnancy:0.372 Maternal Maternal Procedure History:90470-postPregnancy:0.272 Maternal Maternal Procedure History:90663-postPregnancy:0.272 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.268 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.264 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.233 Maternal Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs55:Fluid/elc dx:1.000 Diagnosis:9ccs94:Other ear dx:0.082 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs4:Mycoses:0.071 Diagnosis:9ccs10:Immuniz/scrn:-0.053 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.052 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.052 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.046 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.046 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.045 Lab:306025 PPD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Lab:306025 PPD:1.000 Maternal Diagnosis:9ccs172:Ovarian cyst:0.364 Diagnosis:9ccs61:Sickle cell:0.272 Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.147 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.135 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.124 Maternal Maternal Procedure History:86703-postPregnancy:-0.114 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:0.088 Maternal Diagnosis:9ccs187:Malposition:0.082 Newborn Diagnosis:9ccs256:Exam/eval:0.082 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.790 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.709 Diagnosis:9ccs246:FUO:0.646 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:-0.645 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:-0.645 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.604 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.514 Maternal Maternal Procedure History:36415-postPregnancy:0.392 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.337 Maternal Maternal Lab History: APTT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: APTT-postPregnancy:1.000 Maternal Maternal Lab History: PATIENT-postPregnancy:1.000 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.517 Maternal Maternal Lab History: AMP/SULBACTAM-postPregnancy:-0.500 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.480 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.261 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.244 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.217 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.198 Maternal Maternal Lab History: AFP-postPregnancy:0.195 Maternal Diagnosis:9ccs9:Sexual Infxs | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs9:Sexual Infxs:1.000 Maternal Maternal Lab History: AFP-otherPregnancy:0.281 Diagnosis:9ccs238:Complic proc:0.257 Diagnosis:9ccs47:Ot bnign neo:0.186 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.125 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.097 Diagnosis:9ccs89:Blindness:0.096 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.095 Maternal Maternal Lab History: WEIGHT-otherPregnancy:-0.070 Diagnosis:9ccs244:Other injury:0.070 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:-0.591 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:-0.264 Maternal Diagnosis:9ccs84:Headache/mig:0.236 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.232 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:-0.226 Maternal Vital: BMI-postPregnancy:-0.194 Maternal Vital: Ht Percentile-otherPregnancy:0.192 Maternal Maternal Lab History: ANION GAP-postPregnancy:0.185 Maternal Maternal Procedure History:90471-otherPregnancy:0.154 Diagnosis:9ccs228:Fx skull fac | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs228:Fx skull fac:1.000 Diagnosis:9ccs2619:e codes: other specified- nec:1.000 Diagnosis:9ccs147:Anal/rectal:0.249 Diagnosis:9ccs258:Other screen:0.178 Diagnosis:9ccs256:Exam/eval:0.085 Diagnosis:9ccs136:Teeth dx:0.084 Diagnosis:9ccs239:Superfic inj:0.077 Diagnosis:9ccs222:Perint jaund:0.072 Diagnosis:9ccs133:Oth low resp:0.069 Maternal Diagnosis:9ccs189:Prev c-sectn:0.055 Diagnosis:9ccs16:Liver/ibd ca | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs16:Liver/ibd ca:1.000 Newborn Diagnosis:9ccs216:Nerv cong an:0.707 Newborn Diagnosis:9ccs95:Oth nerv dx:0.447 Diagnosis:9ccs216:Nerv cong an:0.353 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.142 Maternal Maternal Lab History: LDH-postPregnancy:-0.119 Maternal Maternal Lab History: MPV-postPregnancy:0.118 Maternal Maternal Lab History: URINE PH-postPregnancy:-0.105 Diagnosis:9ccs250:Nausea/vomit:0.103 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:0.094 Maternal Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs180:Ectopic preg-postPregnancy:0.866 Maternal Maternal Lab History: HERPES 1/2 IGM-postPregnancy:-0.500 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:0.476 Maternal Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:0.354 Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:0.354 Maternal Maternal Procedure History:36415-postPregnancy:0.177 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.159 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.098 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.089 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:1.000 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.866 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.661 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:-0.655 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.645 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.641 Maternal Maternal Lab History: eGFR-otherPregnancy:-0.530 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.516 Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:0.500 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.500 Maternal Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:1.000 Newborn Diagnosis:9ccs5:HIV infectn:0.707 Maternal Maternal Lab History: TRANSFERRIN-postPregnancy:-0.500 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.496 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:0.336 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.271 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.271 Diagnosis:9ccs216:Nerv cong an:0.251 Maternal Maternal Lab History: IRON-postPregnancy:0.247 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.239 Diagnosis:9ccs232:Sprain | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs232:Sprain:1.000 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.962 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.803 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.707 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.661 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.486 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:0.434 Maternal Diagnosis:9ccs98:HTN:0.408 Maternal Maternal Lab History: FREE T3-otherPregnancy:-0.384 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.333 Maternal Diagnosis:9ccs205:Back problem | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs205:Back problem:1.000 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.133 Maternal Diagnosis:9ccs259:Unclassified:0.126 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.082 Maternal Maternal Lab History: URINE PH-postPregnancy:-0.074 Maternal Diagnosis:9ccs59:Anemia:0.065 Maternal Diagnosis:9ccs192:Umbil cord:0.058 Diagnosis:9ccs122:Pneumonia:0.057 Diagnosis:9ccs200:Oth skin dx:0.056 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:-0.055 Maternal Diagnosis:9ccs172:Ovarian cyst | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.507 Correlated most with: Maternal Diagnosis:9ccs172:Ovarian cyst:1.000 Lab:306025 PPD:0.364 Diagnosis:9ccs175:Ot femal gen:0.166 Maternal Diagnosis:9ccs46:Bnign ut neo:0.155 Diagnosis:9ccs61:Sickle cell:0.146 Maternal Diagnosis:9ccs149:Biliary dx:0.138 Diagnosis:9ccs205:Back problem:0.125 Newborn Diagnosis:9ccs96:Hrt valve dx:0.115 Newborn Diagnosis:9ccs222:Perint jaund:0.091 Diagnosis:9ccs134:Ot uppr resp:0.067 Maternal Diagnosis:9ccs250:Nausea/vomit | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs250:Nausea/vomit:1.000 Maternal Diagnosis:9ccs93:Dizziness:0.499 Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:-0.354 Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:0.354 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.274 Maternal Maternal Lab History: WEIGHT-postPregnancy:-0.210 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:-0.158 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.151 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.149 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:-0.142 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:1.000 Diagnosis:9ccs145:Int obstruct:-0.500 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:-0.456 Maternal Maternal Lab History: T-3(Total)-postPregnancy:0.430 Maternal Maternal Lab History: T-3 UPTAKE-postPregnancy:0.354 Maternal Maternal Lab History: T-4-postPregnancy:0.354 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.312 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.269 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.238 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.228 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:-0.612 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.506 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.500 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.500 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.500 Maternal Maternal Procedure History:97035-postPregnancy:0.500 Lab:323700 CULTURE THROAT W SENS - Sunrise:0.500 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.500 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.464 Maternal Vital: PEF-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.509 Correlated most with: Maternal Vital: PEF-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.612 Maternal Maternal Lab History: FREE T3-postPregnancy:0.559 Maternal Maternal Lab History: FREE T3-otherPregnancy:0.558 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.516 Maternal Maternal Lab History: HEMOGLOBIN S-otherPregnancy:0.500 Maternal Maternal Procedure History:90746-postPregnancy:-0.458 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.412 Maternal Maternal Procedure History:86580-postPregnancy:-0.403 Maternal Maternal Lab History: FREE T-4-otherPregnancy:0.303 Maternal Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.404 Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:-0.354 Maternal Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:-0.354 Maternal Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:0.354 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.320 Maternal Maternal Lab History: LDL-otherPregnancy:0.267 Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:0.250 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.247 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.213 Maternal Maternal Diagnosis:10ccs59:Anemia-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:10ccs59:Anemia-postPregnancy:1.000 Maternal Maternal Procedure History:90663-postPregnancy:0.782 Maternal Maternal Procedure History:90470-postPregnancy:0.782 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.439 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.374 Maternal Maternal Lab History: ALT-postPregnancy:0.318 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.312 Maternal Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:0.289 Maternal Maternal Diagnosis:10ccs4:Mycoses-postPregnancy:0.289 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.257 Maternal Maternal Lab History: SEX HORMONE BINDING GLOBULIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: SEX HORMONE BINDING GLOBULIN-postPregnancy:1.000 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.500 Maternal Maternal Lab History: RETICULOCYTES-postPregnancy:-0.500 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:-0.500 Maternal Maternal Lab History: CHr(RETIC HGB CONTENT)-postPregnancy:-0.500 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.491 Maternal Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:-0.474 Maternal Maternal Lab History: FOLATE-postPregnancy:-0.392 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.282 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:0.279 Newborn Diagnosis:9ccs176:Contraceptiv | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs176:Contraceptiv:1.000 Maternal Maternal Lab History: ESTRADIOL-postPregnancy:0.707 Diagnosis:9ccs188:Pelvic obstr:0.707 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.685 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.429 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.396 Maternal Diagnosis:9ccs149:Biliary dx:0.315 Maternal Diagnosis:9ccs188:Pelvic obstr:0.178 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.143 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:-0.140 Maternal Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs163:Other GU dx:0.202 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.178 Maternal Diagnosis:9ccs59:Anemia:0.139 Diagnosis:9ccs124:Tonsillitis:0.124 Diagnosis:9ccs127:COPD:0.075 Diagnosis:9ccs159:UTI:0.069 Maternal Vital: PL-postPregnancy:-0.068 Newborn Diagnosis:9ccs219:Low birth wt:0.064 Maternal Maternal Procedure History:96372-postPregnancy:-0.060 Maternal Maternal Procedure History:97530-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Procedure History:97530-postPregnancy:1.000 Maternal Maternal Procedure History:97112-postPregnancy:-0.679 Maternal Maternal Procedure History:97110-postPregnancy:-0.411 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:-0.396 Maternal Maternal Lab History: FOLATE-postPregnancy:0.325 Maternal Maternal Procedure History:97001-postPregnancy:0.323 Maternal Maternal Procedure History:97035-postPregnancy:0.289 Diagnosis:9ccs76:Meningitis:0.219 Maternal Maternal Procedure History:97140-postPregnancy:0.204 Maternal Diagnosis:9ccs62:Coag/hemr dx:-0.167 Lab:323825 STREP SCREEN THROAT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:1.000 Maternal Maternal Lab History: HERPES I IgG-otherPregnancy:0.548 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.487 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.424 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.423 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.230 Maternal Maternal Lab History: HCG-otherPregnancy:-0.224 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.224 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:0.215 Diagnosis:9ccs76:Meningitis:0.208 Maternal Maternal Lab History: VARICELLA IGM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: VARICELLA IGM-postPregnancy:1.000 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.479 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:-0.295 Newborn Diagnosis:9ccs221:Resp distres:0.289 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.267 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.266 Maternal Maternal Lab History: RUBELLA-postPregnancy:0.250 Maternal Maternal Procedure History:86580-postPregnancy:0.200 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.196 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.186 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:1.000 Maternal Maternal Lab History: RETICULOCYTES-postPregnancy:0.500 Maternal Maternal Lab History: CHr(RETIC HGB CONTENT)-postPregnancy:0.500 Maternal Maternal Lab History: SEX HORMONE BINDING GLOBULIN-postPregnancy:-0.500 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.408 Maternal Maternal Lab History: FASTING-otherPregnancy:0.194 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.192 Diagnosis:9ccs147:Anal/rectal:0.178 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.175 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.163 Maternal Maternal Lab History: HBV DNA-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: HBV DNA-postPregnancy:1.000 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.298 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.194 Diagnosis:9ccs154:Gastroent:0.168 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:-0.155 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:-0.150 Maternal Maternal Procedure History:90656-postPregnancy:-0.144 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.137 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.119 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.115 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.661 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.645 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.577 Maternal Maternal Procedure History:90658-postPregnancy:0.544 Maternal Maternal Lab History: eGFR-otherPregnancy:-0.530 Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:0.500 Maternal Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:0.500 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.500 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.500 Maternal Maternal Procedure History:97035-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Procedure History:97035-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:-0.612 Maternal Maternal Lab History: FOLATE-postPregnancy:0.563 Maternal Maternal Procedure History:97001-postPregnancy:-0.559 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.500 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.500 Maternal Maternal Lab History: FREE T-4-postPregnancy:0.384 Maternal Maternal Lab History: URIC ACID-postPregnancy:-0.293 Maternal Diagnosis:9ccs62:Coag/hemr dx:-0.289 Maternal Maternal Procedure History:97530-postPregnancy:0.289 Diagnosis:9ccs196:Nml preg/del | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs196:Nml preg/del:1.000 Diagnosis:9ccs2603:E Codes: Fall:0.120 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.072 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.072 Diagnosis:9ccs197:Skin infectn:0.046 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.045 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.045 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.043 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.043 Diagnosis:9ccs198:Ot infl skin:0.041 Maternal Maternal Procedure History:93005-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Procedure History:93005-otherPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE POCT-otherPregnancy:0.608 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.557 Maternal Vital: Wt Percentile-otherPregnancy:-0.554 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.525 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.520 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.512 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy:0.500 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.413 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.356 Maternal Maternal Lab History: HERPES 1/2 IGM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: HERPES 1/2 IGM-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs180:Ectopic preg-postPregnancy:-0.577 Maternal Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:-0.500 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:-0.404 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.209 Maternal Maternal Procedure History:36415-postPregnancy:-0.177 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.172 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.159 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.156 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.153 Maternal Diagnosis:9ccs53:Hyperlipidem | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs53:Hyperlipidem:1.000 Maternal Vital: Wt Percentile-postPregnancy:0.229 Diagnosis:9ccs208:Acq foot def:0.171 Diagnosis:9ccs211:Ot conn tiss:0.125 Diagnosis:9ccs259:Unclassified:0.101 Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.096 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.095 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.084 Maternal Diagnosis:9ccs176:Contraceptiv:0.081 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:-0.074 Diagnosis:9ccs2619:e codes: other specified- nec | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs228:Fx skull fac:1.000 Diagnosis:9ccs2619:e codes: other specified- nec:1.000 Diagnosis:9ccs147:Anal/rectal:0.249 Diagnosis:9ccs258:Other screen:0.178 Diagnosis:9ccs256:Exam/eval:0.085 Diagnosis:9ccs136:Teeth dx:0.084 Diagnosis:9ccs239:Superfic inj:0.077 Diagnosis:9ccs222:Perint jaund:0.072 Diagnosis:9ccs133:Oth low resp:0.069 Maternal Diagnosis:9ccs189:Prev c-sectn:0.055 Maternal Diagnosis:10ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs2603:E Codes: Fall:1.000 Maternal Diagnosis:10ccs58:Ot nutrit dx:1.000 Maternal Diagnosis:9ccs235:Opn wnd head:1.000 Maternal Diagnosis:9ccs239:Superfic inj:0.707 Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:0.500 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.447 Newborn Diagnosis:9ccs253:Allergy:0.315 Diagnosis:9ccs215:gu cong anom:0.249 Diagnosis:9ccs211:Ot conn tiss:0.222 Diagnosis:9ccs219:Low birth wt:0.195 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.612 Maternal Maternal Lab History: SEX HORMONE BINDING GLOBULIN-postPregnancy:-0.500 Maternal Maternal Procedure History:97035-postPregnancy:-0.500 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.500 Maternal Maternal Lab History: Varicella IgG-postPregnancy:0.491 Maternal Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.474 Maternal Maternal Lab History: FOLATE-postPregnancy:0.392 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.345 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.293 Newborn Diagnosis:9ccs191:Amnios dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:1.000 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.354 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.331 Maternal Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:-0.236 Maternal Maternal Lab History: PAPP-A-postPregnancy:0.194 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.190 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.190 Maternal Maternal Procedure History:90656-postPregnancy:0.179 Maternal Diagnosis:9ccs149:Biliary dx:0.155 Diagnosis:9ccs51:Ot endo dsor:0.141 Maternal Maternal Lab History: HEMOGLOBIN S-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN S-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.612 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.581 Maternal Maternal Lab History: FREE T3-postPregnancy:0.559 Maternal Maternal Lab History: FREE T3-otherPregnancy:0.558 Maternal Vital: PEF-postPregnancy:0.500 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.412 Maternal Maternal Lab History: FREE T-4-otherPregnancy:0.303 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.239 Maternal Maternal Lab History: FREE T-4-postPregnancy:0.232 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:1.000 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:-0.332 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.266 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:-0.263 Maternal Maternal Procedure History:90656-postPregnancy:-0.253 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:-0.204 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:-0.184 Diagnosis:9ccs153:GI hemorrhag:0.172 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.160 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.144 Maternal Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs3:Oth bact inf:1.000 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.764 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:0.707 Maternal Maternal Lab History: FOLATE-otherPregnancy:0.707 Maternal Maternal Lab History: IRON-otherPregnancy:0.707 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:0.707 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.577 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.477 Maternal Maternal Lab History: HCG-otherPregnancy:0.348 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.337 Diagnosis:10ccs238:Complic proc | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2604:E Codes: Fire/burn:1.000 Diagnosis:10ccs238:Complic proc:1.000 Diagnosis:9ccs204:Ot joint dx:0.377 Diagnosis:9ccs242:Poisn ot med:0.377 Diagnosis:9ccs251:Abdomnl pain:0.276 Diagnosis:9ccs167:Breast dx:0.266 Diagnosis:9ccs59:Anemia:0.083 Diagnosis:9ccs197:Skin infectn:0.073 Diagnosis:9ccs222:Perint jaund:0.072 Maternal Diagnosis:9ccs10:Immuniz/scrn:0.071 Maternal Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.509 Correlated most with: Maternal Diagnosis:9ccs133:Oth low resp:1.000 Maternal Maternal Procedure History:J7300-postPregnancy:0.397 Maternal Maternal Procedure History:58300-postPregnancy:0.346 Diagnosis:9ccs234:Crush injury:0.138 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:-0.126 Maternal Diagnosis:9ccs259:Unclassified:0.126 Diagnosis:9ccs197:Skin infectn:0.103 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.075 Diagnosis:9ccs113:Late eff CVD:0.071 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:-0.063 Maternal Maternal Lab History: eGFR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: eGFR-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:-0.701 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:-0.684 Maternal Maternal Lab History: eGFR-postPregnancy:0.631 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:-0.612 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:-0.530 Maternal Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:-0.530 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:-0.530 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:-0.530 Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:-0.530 Maternal Maternal Lab History: FOLATE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: FOLATE-postPregnancy:1.000 Maternal Maternal Procedure History:97035-postPregnancy:0.563 Maternal Maternal Procedure History:97001-postPregnancy:-0.504 Maternal Maternal Lab History: SEX HORMONE BINDING GLOBULIN-postPregnancy:-0.392 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.392 Maternal Maternal Lab History: Varicella IgG-postPregnancy:0.385 Maternal Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.372 Maternal Diagnosis:9ccs62:Coag/hemr dx:-0.326 Maternal Maternal Procedure History:97530-postPregnancy:0.325 Maternal Maternal Procedure History:90656-postPregnancy:-0.295 Maternal Maternal Lab History: LACTIC ACID-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: LACTIC ACID-postPregnancy:1.000 Maternal Vital: Ht Percentile-otherPregnancy:-0.550 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.289 Maternal Maternal Diagnosis:9ccs219:Low birth wt-otherPregnancy:0.289 Maternal Maternal Lab History: LDH-postPregnancy:0.234 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:0.229 Maternal Diagnosis:9ccs149:Biliary dx:-0.224 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.204 Maternal Maternal Lab History: INR-postPregnancy:-0.188 Diagnosis:9ccs123:Influenza:0.183 Maternal Diagnosis:9ccs2619:e codes: other specified- nec | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs2619:e codes: other specified- nec:1.000 Maternal Diagnosis:9ccs67:Subst-r mntl:0.707 Maternal Diagnosis:9ccs244:Other injury:0.499 Maternal Diagnosis:9ccs239:Superfic inj:0.499 Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:0.353 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.196 Maternal Maternal Lab History: LDH-postPregnancy:0.172 Maternal Maternal Lab History: PT-postPregnancy:-0.137 Maternal Maternal Lab History: URIC ACID-postPregnancy:-0.108 Diagnosis:9ccs58:Ot nutrit dx:0.106 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.533 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-otherPregnancy:0.500 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.373 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:-0.362 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:0.351 Maternal Vital: Ht Percentile-postPregnancy:0.263 Maternal Vital: Ht Percentile-otherPregnancy:0.208 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.156 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.141 Maternal Diagnosis:9ccs1:Tuberculosis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs1:Tuberculosis:1.000 Diagnosis:9ccs159:UTI:0.103 Diagnosis:9ccs122:Pneumonia:0.087 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:0.080 Maternal Diagnosis:9ccs176:Contraceptiv:0.074 Maternal Vital: HR-postPregnancy:-0.072 Maternal Maternal Lab History: RBC-postPregnancy:0.070 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.046 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.046 Maternal Maternal Lab History: MPV-postPregnancy:-0.042 Maternal Maternal Lab History: METAMYELOCYTE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: METAMYELOCYTE-otherPregnancy:1.000 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:-0.694 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.560 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.400 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.395 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:-0.326 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.311 Maternal Maternal Procedure History:S9470-otherPregnancy:0.276 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.235 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.194 Maternal Maternal Lab History: T-3 UPTAKE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: T-4-postPregnancy:1.000 Maternal Maternal Lab History: T-3 UPTAKE-postPregnancy:1.000 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.624 Maternal Maternal Lab History: T-3(Total)-postPregnancy:0.609 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.441 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.354 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.269 Maternal Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.258 Maternal Vital: Wt Change-otherPregnancy:0.238 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.225 Diagnosis:9ccs129:Asp pneumon | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs129:Asp pneumon:1.000 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.689 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:-0.424 Maternal Maternal Lab History: UIBC-postPregnancy:0.286 Maternal Maternal Procedure History:81000-postPregnancy:0.257 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:-0.181 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.147 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.142 Diagnosis:9ccs138:Esophgeal dx:0.131 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:-0.130 Maternal Diagnosis:9ccs4:Mycoses | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs4:Mycoses:1.000 Diagnosis:9ccs204:Ot joint dx:0.377 Maternal Diagnosis:9ccs259:Unclassified:0.181 Maternal Diagnosis:9ccs49:DiabMel no c:0.175 Newborn Diagnosis:9ccs259:Unclassified:0.114 Diagnosis:9ccs94:Other ear dx:0.082 Diagnosis:9ccs217:Ot cong anom:0.079 Diagnosis:9ccs239:Superfic inj:0.077 Maternal Diagnosis:9ccs186:DM in preg:0.074 Maternal Diagnosis:9ccs176:Contraceptiv:0.074 Diagnosis:9ccs2604:E Codes: Fire/burn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2604:E Codes: Fire/burn:1.000 Diagnosis:10ccs238:Complic proc:1.000 Diagnosis:9ccs204:Ot joint dx:0.377 Diagnosis:9ccs242:Poisn ot med:0.377 Diagnosis:9ccs251:Abdomnl pain:0.276 Diagnosis:9ccs167:Breast dx:0.266 Diagnosis:9ccs59:Anemia:0.083 Diagnosis:9ccs197:Skin infectn:0.073 Diagnosis:9ccs222:Perint jaund:0.072 Maternal Diagnosis:9ccs10:Immuniz/scrn:0.071 Maternal Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-otherPregnancy:0.500 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.320 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:0.289 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:-0.258 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.250 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:-0.204 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:-0.192 Maternal Maternal Procedure History:90471-otherPregnancy:-0.191 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.176 Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:1.000 Maternal Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.661 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.645 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.577 Maternal Maternal Lab History: eGFR-otherPregnancy:-0.530 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.500 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.500 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.500 Maternal Maternal Procedure History:90658-postPregnancy:0.460 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.661 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.645 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:-0.645 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.577 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.577 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:-0.550 Maternal Maternal Lab History: eGFR-otherPregnancy:-0.530 Diagnosis:9ccs246:FUO:-0.500 Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:0.500 Diagnosis:9ccs2620:E Codes: Unspecified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2620:E Codes: Unspecified:1.000 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:-0.285 Maternal Maternal Lab History: PH-otherPregnancy:0.278 Diagnosis:10ccs58:Ot nutrit dx:0.228 Diagnosis:9ccs2603:E Codes: Fall:0.172 Maternal Maternal Procedure History:90656-otherPregnancy:-0.111 Diagnosis:9ccs94:Other ear dx:0.082 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.079 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.074 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.073 Newborn Diagnosis:9ccs197:Skin infectn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs197:Skin infectn:1.000 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.652 Maternal Diagnosis:9ccs75:Hx mental dx:0.577 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.295 Maternal Maternal Procedure History:90471-otherPregnancy:0.218 Diagnosis:9ccs209:Ot acq defor:0.181 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.176 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.173 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:-0.149 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.142 Maternal Maternal Lab History: T-4-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: T-3 UPTAKE-postPregnancy:1.000 Maternal Maternal Lab History: T-4-postPregnancy:1.000 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.624 Maternal Maternal Lab History: T-3(Total)-postPregnancy:0.609 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.441 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.354 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.269 Maternal Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.258 Maternal Vital: Wt Change-otherPregnancy:0.238 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.225 Maternal Diagnosis:9ccs67:Subst-r mntl | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs67:Subst-r mntl:1.000 Maternal Diagnosis:9ccs239:Superfic inj:0.707 Maternal Diagnosis:9ccs2619:e codes: other specified- nec:0.707 Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:0.500 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.277 Maternal Maternal Lab History: LDH-postPregnancy:0.243 Maternal Maternal Lab History: PT-postPregnancy:-0.194 Maternal Maternal Lab History: URIC ACID-postPregnancy:-0.152 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.138 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:-0.133 Diagnosis:9ccs145:Int obstruct | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs145:Int obstruct:1.000 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.913 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.538 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.500 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:-0.457 Maternal Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:-0.365 Diagnosis:9ccs214:GI cong anom:0.288 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:-0.199 Maternal Diagnosis:9ccs188:Pelvic obstr:0.178 Maternal Maternal Procedure History:86580-otherPregnancy:0.123 Diagnosis:9ccs132:Lung externl | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs132:Lung externl:1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.163 Diagnosis:9ccs128:Asthma:0.095 Diagnosis:9ccs122:Pneumonia:0.087 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs135:Intest infct:0.044 Diagnosis:9ccs125:Bronchitis:0.044 Diagnosis:9ccs90:Eye infectn:0.044 MatDeliveryAge:-0.044 Maternal Diagnosis:9ccs185:Long pregncy:0.043 Diagnosis:9ccs199:Ulcer skin | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs199:Ulcer skin:1.000 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.370 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.348 Diagnosis:9ccs214:GI cong anom:0.288 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:-0.181 Maternal Diagnosis:9ccs188:Pelvic obstr:0.178 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.176 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.134 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.128 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.126 Maternal Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs219:Low birth wt-otherPregnancy:0.577 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.445 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.399 Maternal Maternal Diagnosis:10ccs84:Headache/mig-postPregnancy:0.354 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.310 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.290 Maternal Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.289 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.260 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.234 Vital: BP-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs138:Esophgeal dx:-0.317 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.271 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.266 Diagnosis:9ccs168:PID:-0.251 Diagnosis:9ccs63:Wht blood dx:-0.251 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.245 Maternal Maternal Lab History: A/G-postPregnancy:0.184 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.167 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.145 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:-0.129 Newborn Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs216:Nerv cong an:1.000 Diagnosis:9ccs16:Liver/ibd ca:0.707 Newborn Diagnosis:9ccs95:Oth nerv dx:0.315 Maternal Maternal Lab History: AFP-postPregnancy:0.305 Maternal Maternal Lab History: FASTING-postPregnancy:-0.293 Diagnosis:9ccs2:Septicemia:0.287 Diagnosis:9ccs216:Nerv cong an:0.248 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.149 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.139 Maternal Maternal Lab History: MONOS-otherPregnancy:0.115 Diagnosis:9ccs252:Fatigue | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs252:Fatigue:1.000 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.336 Diagnosis:9ccs208:Acq foot def:0.301 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.289 Maternal Maternal Lab History: MONOS-otherPregnancy:0.266 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.238 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.215 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.192 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.191 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:-0.183 Diagnosis:9ccs225:Joint injury | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs225:Joint injury:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.097 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.096 Diagnosis:9ccs239:Superfic inj:0.077 Newborn Diagnosis:9ccs222:Perint jaund:0.073 Diagnosis:9ccs197:Skin infectn:0.073 Diagnosis:9ccs222:Perint jaund:0.072 Diagnosis:9ccs4:Mycoses:0.071 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.046 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.046 Newborn Diagnosis:9ccs5:HIV infectn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs5:HIV infectn:1.000 Maternal Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.707 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:0.475 Maternal Diagnosis:9ccs5:HIV infectn:0.408 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.384 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.383 Diagnosis:9ccs216:Nerv cong an:0.353 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.338 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:-0.319 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:-0.318 Maternal Diagnosis:9ccs93:Dizziness | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs93:Dizziness:1.000 Maternal Diagnosis:9ccs250:Nausea/vomit:0.499 Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:-0.354 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.274 Maternal Vital: PL-otherPregnancy:-0.178 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:-0.158 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.149 Diagnosis:9ccs258:Other screen:0.124 Maternal Maternal Lab History: WEIGHT-postPregnancy:-0.121 Maternal Vital: RR-postPregnancy:-0.119 Vital : 0.83531666025 Number of Visits : 0.0107892125128 MatDeliveryAge : 0.00751476188997 Maternal Vital : 0.0133370397484 Newborn Diagnosis : 0.00886574682428 Census : 0.0532042192264 Diagnosis : 0.010713797272 Maternal Diagnosis : 0.0196530360303 Maternal Maternal Lab History : 0.0347787771621 Maternal Maternal Diagnosis : 0.00408760589191 Maternal Maternal Procedure History : 0.00159089392241 Lab : 0.000148249269461 Time to run analysis 2:13:28.252728 Total Time elapsed 10:57:29.580150 ----------------------------------------------------- girls no_min full gradientboost regression Running batch 1 of 7 with 16 nodes Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.880, R^2 test: 0.097 Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.893, R^2 test: 0.098 Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.903, R^2 test: 0.109 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.982, Explained Variance Score Train: 0.874 AUC Validation: 0.663, Explained Variance Score Validation: 0.158 AUC Test: 0.784, Explained Variance Score Test: 0.240 Bootstrap CV 13, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.787, R^2 test: 0.297 Bootstrap CV 13, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.788, R^2 test: 0.289 Bootstrap CV 13, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.838, R^2 test: 0.303 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.946, Explained Variance Score Train: 0.770 AUC Validation: 0.768, Explained Variance Score Validation: 0.302 AUC Test: 0.766, Explained Variance Score Test: 0.265 Bootstrap CV 12, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.820, R^2 test: 0.320 Bootstrap CV 12, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.864, R^2 test: 0.287 Bootstrap CV 12, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.878, R^2 test: 0.302 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.983, Explained Variance Score Train: 0.821 AUC Validation: 0.787, Explained Variance Score Validation: 0.275 AUC Test: 0.787, Explained Variance Score Test: 0.261 Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.826, R^2 test: 0.276 Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.846, R^2 test: 0.234 Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.884, R^2 test: 0.307 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.940, Explained Variance Score Train: 0.775 AUC Validation: 0.852, Explained Variance Score Validation: 0.292 AUC Test: 0.792, Explained Variance Score Test: 0.250 Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.747, R^2 test: 0.248 Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.799, R^2 test: 0.280 Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.833, R^2 test: 0.265 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.985, Explained Variance Score Train: 0.834 AUC Validation: 0.825, Explained Variance Score Validation: 0.268 AUC Test: 0.797, Explained Variance Score Test: 0.266 Bootstrap CV 10, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.688, R^2 test: 0.208 Bootstrap CV 10, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.761, R^2 test: 0.181 Bootstrap CV 10, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.837, R^2 test: 0.120 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.972, Explained Variance Score Train: 0.791 AUC Validation: 0.686, Explained Variance Score Validation: 0.140 AUC Test: 0.807, Explained Variance Score Test: 0.341 Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.801, R^2 test: 0.273 Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.857, R^2 test: 0.286 Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.865, R^2 test: 0.302 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.988, Explained Variance Score Train: 0.819 AUC Validation: 0.819, Explained Variance Score Validation: 0.290 AUC Test: 0.790, Explained Variance Score Test: 0.268 Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.776, R^2 test: 0.207 Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.824, R^2 test: 0.212 Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.851, R^2 test: 0.205 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.967, Explained Variance Score Train: 0.853 AUC Validation: 0.754, Explained Variance Score Validation: 0.214 AUC Test: 0.782, Explained Variance Score Test: 0.251 Bootstrap CV 15, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.854, R^2 test: 0.119 Bootstrap CV 15, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.958, R^2 test: 0.090 Bootstrap CV 15, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.959, R^2 test: 0.147 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.984, Explained Variance Score Train: 0.932 AUC Validation: 0.791, Explained Variance Score Validation: 0.119 AUC Test: 0.775, Explained Variance Score Test: 0.294 Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.790, R^2 test: 0.188 Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.884, R^2 test: 0.295 Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.896, R^2 test: 0.260 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.989, Explained Variance Score Train: 0.899 AUC Validation: 0.774, Explained Variance Score Validation: 0.293 AUC Test: 0.777, Explained Variance Score Test: 0.273 Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.745, R^2 test: 0.085 Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.901, R^2 test: 0.114 Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.943, R^2 test: 0.119 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.982, Explained Variance Score Train: 0.877 AUC Validation: 0.755, Explained Variance Score Validation: 0.132 AUC Test: 0.763, Explained Variance Score Test: 0.281 Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.816, R^2 test: 0.223 Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.847, R^2 test: 0.223 Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.881, R^2 test: 0.214 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.988, Explained Variance Score Train: 0.843 AUC Validation: 0.787, Explained Variance Score Validation: 0.231 AUC Test: 0.766, Explained Variance Score Test: 0.253 Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.756, R^2 test: 0.106 Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.773, R^2 test: 0.135 Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.804, R^2 test: 0.093 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.968, Explained Variance Score Train: 0.749 AUC Validation: 0.648, Explained Variance Score Validation: 0.159 AUC Test: 0.810, Explained Variance Score Test: 0.306 Bootstrap CV 14, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.754, R^2 test: 0.205 Bootstrap CV 14, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.829, R^2 test: 0.234 Bootstrap CV 14, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.822, R^2 test: 0.232 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.987, Explained Variance Score Train: 0.837 AUC Validation: 0.785, Explained Variance Score Validation: 0.259 AUC Test: 0.796, Explained Variance Score Test: 0.294 Bootstrap CV 11, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.932, R^2 test: 0.238 Bootstrap CV 11, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.944, R^2 test: 0.213 Bootstrap CV 11, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.962, R^2 test: 0.239 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.990, Explained Variance Score Train: 0.948 AUC Validation: 0.814, Explained Variance Score Validation: 0.273 AUC Test: 0.786, Explained Variance Score Test: 0.266 Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.852, R^2 test: 0.230 Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.846, R^2 test: 0.208 Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.916, R^2 test: 0.267 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.964, Explained Variance Score Train: 0.914 AUC Validation: 0.739, Explained Variance Score Validation: 0.269 AUC Test: 0.779, Explained Variance Score Test: 0.300 Running batch 2 of 7 with 16 nodes Bootstrap CV 26, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.839, R^2 test: 0.210 Bootstrap CV 26, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.854, R^2 test: 0.170 Bootstrap CV 26, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.896, R^2 test: 0.219 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.827 AUC Validation: 0.700, Explained Variance Score Validation: 0.184 AUC Test: 0.776, Explained Variance Score Test: 0.275 Bootstrap CV 17, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.839, R^2 test: 0.273 Bootstrap CV 17, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.892, R^2 test: 0.248 Bootstrap CV 17, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.940, R^2 test: 0.176 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.981, Explained Variance Score Train: 0.855 AUC Validation: 0.815, Explained Variance Score Validation: 0.280 AUC Test: 0.805, Explained Variance Score Test: 0.318 Bootstrap CV 25, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.704, R^2 test: 0.143 Bootstrap CV 25, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.825, R^2 test: 0.176 Bootstrap CV 25, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.883, R^2 test: 0.107 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.990, Explained Variance Score Train: 0.832 AUC Validation: 0.704, Explained Variance Score Validation: 0.175 AUC Test: 0.789, Explained Variance Score Test: 0.317 Bootstrap CV 16, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.820, R^2 test: 0.233 Bootstrap CV 16, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.836, R^2 test: 0.226 Bootstrap CV 16, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.866, R^2 test: 0.219 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.963, Explained Variance Score Train: 0.858 AUC Validation: 0.753, Explained Variance Score Validation: 0.242 AUC Test: 0.801, Explained Variance Score Test: 0.276 Bootstrap CV 31, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.731, R^2 test: 0.181 Bootstrap CV 31, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.795, R^2 test: 0.207 Bootstrap CV 31, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.898, R^2 test: 0.171 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.960, Explained Variance Score Train: 0.838 AUC Validation: 0.713, Explained Variance Score Validation: 0.201 AUC Test: 0.749, Explained Variance Score Test: 0.279 Bootstrap CV 21, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.900, R^2 test: 0.242 Bootstrap CV 21, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.937, R^2 test: 0.233 Bootstrap CV 21, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.966, R^2 test: 0.210 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.987, Explained Variance Score Train: 0.967 AUC Validation: 0.677, Explained Variance Score Validation: 0.246 AUC Test: 0.798, Explained Variance Score Test: 0.317 Bootstrap CV 30, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.774, R^2 test: 0.229 Bootstrap CV 30, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.809, R^2 test: 0.255 Bootstrap CV 30, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.850, R^2 test: 0.263 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.950, Explained Variance Score Train: 0.810 AUC Validation: 0.740, Explained Variance Score Validation: 0.295 AUC Test: 0.808, Explained Variance Score Test: 0.321 Bootstrap CV 27, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.699, R^2 test: 0.256 Bootstrap CV 27, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.793, R^2 test: 0.269 Bootstrap CV 27, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.827, R^2 test: 0.263 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.983, Explained Variance Score Train: 0.865 AUC Validation: 0.815, Explained Variance Score Validation: 0.301 AUC Test: 0.805, Explained Variance Score Test: 0.342 Bootstrap CV 20, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.791, R^2 test: 0.093 Bootstrap CV 20, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.870, R^2 test: 0.097 Bootstrap CV 20, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.879, R^2 test: 0.089 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.986, Explained Variance Score Train: 0.895 AUC Validation: 0.596, Explained Variance Score Validation: 0.084 AUC Test: 0.774, Explained Variance Score Test: 0.275 Bootstrap CV 28, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.803, R^2 test: 0.223 Bootstrap CV 28, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.839, R^2 test: 0.212 Bootstrap CV 28, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.877, R^2 test: 0.218 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.985, Explained Variance Score Train: 0.874 AUC Validation: 0.705, Explained Variance Score Validation: 0.241 AUC Test: 0.776, Explained Variance Score Test: 0.228 Bootstrap CV 29, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.786, R^2 test: 0.118 Bootstrap CV 29, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.888, R^2 test: 0.124 Bootstrap CV 29, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.895, R^2 test: 0.112 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.970, Explained Variance Score Train: 0.899 AUC Validation: 0.743, Explained Variance Score Validation: 0.141 AUC Test: 0.822, Explained Variance Score Test: 0.353 Bootstrap CV 24, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.717, R^2 test: 0.238 Bootstrap CV 24, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.769, R^2 test: 0.203 Bootstrap CV 24, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.816, R^2 test: 0.207 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.973, Explained Variance Score Train: 0.829 AUC Validation: 0.649, Explained Variance Score Validation: 0.198 AUC Test: 0.776, Explained Variance Score Test: 0.277 Bootstrap CV 23, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.821, R^2 test: 0.325 Bootstrap CV 23, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.875, R^2 test: 0.256 Bootstrap CV 23, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.874, R^2 test: 0.317 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.969, Explained Variance Score Train: 0.875 AUC Validation: 0.792, Explained Variance Score Validation: 0.340 AUC Test: 0.776, Explained Variance Score Test: 0.297 Bootstrap CV 22, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.860, R^2 test: 0.175 Bootstrap CV 22, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.910, R^2 test: 0.184 Bootstrap CV 22, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.903, R^2 test: 0.212 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.966, Explained Variance Score Train: 0.920 AUC Validation: 0.711, Explained Variance Score Validation: 0.201 AUC Test: 0.754, Explained Variance Score Test: 0.255 Bootstrap CV 18, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.793, R^2 test: 0.057 Bootstrap CV 18, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.827, R^2 test: 0.040 Bootstrap CV 18, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.857, R^2 test: 0.109 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.978, Explained Variance Score Train: 0.838 AUC Validation: 0.532, Explained Variance Score Validation: 0.074 AUC Test: 0.808, Explained Variance Score Test: 0.287 Bootstrap CV 19, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.875, R^2 test: 0.198 Bootstrap CV 19, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.910, R^2 test: 0.220 Bootstrap CV 19, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.915, R^2 test: 0.242 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.986, Explained Variance Score Train: 0.889 AUC Validation: 0.683, Explained Variance Score Validation: 0.210 AUC Test: 0.819, Explained Variance Score Test: 0.318 Running batch 3 of 7 with 16 nodes Bootstrap CV 33, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.813, R^2 test: 0.166 Bootstrap CV 33, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.878, R^2 test: 0.169 Bootstrap CV 33, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.907, R^2 test: 0.174 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.984, Explained Variance Score Train: 0.855 AUC Validation: 0.829, Explained Variance Score Validation: 0.231 AUC Test: 0.747, Explained Variance Score Test: 0.222 Bootstrap CV 42, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.725, R^2 test: 0.266 Bootstrap CV 42, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.739, R^2 test: 0.277 Bootstrap CV 42, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.740, R^2 test: 0.254 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.951, Explained Variance Score Train: 0.735 AUC Validation: 0.842, Explained Variance Score Validation: 0.264 AUC Test: 0.790, Explained Variance Score Test: 0.325 Bootstrap CV 46, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.656, R^2 test: 0.206 Bootstrap CV 46, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.699, R^2 test: 0.236 Bootstrap CV 46, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.699, R^2 test: 0.213 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.943, Explained Variance Score Train: 0.679 AUC Validation: 0.710, Explained Variance Score Validation: 0.238 AUC Test: 0.793, Explained Variance Score Test: 0.256 Bootstrap CV 39, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.854, R^2 test: 0.220 Bootstrap CV 39, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.909, R^2 test: 0.195 Bootstrap CV 39, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.926, R^2 test: 0.214 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.986, Explained Variance Score Train: 0.856 AUC Validation: 0.725, Explained Variance Score Validation: 0.218 AUC Test: 0.788, Explained Variance Score Test: 0.292 Bootstrap CV 43, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.680, R^2 test: 0.229 Bootstrap CV 43, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.729, R^2 test: 0.223 Bootstrap CV 43, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.889, R^2 test: 0.224 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.950, Explained Variance Score Train: 0.719 AUC Validation: 0.766, Explained Variance Score Validation: 0.262 AUC Test: 0.778, Explained Variance Score Test: 0.280 Bootstrap CV 37, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.877, R^2 test: 0.264 Bootstrap CV 37, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.879, R^2 test: 0.288 Bootstrap CV 37, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.934, R^2 test: 0.272 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.863 AUC Validation: 0.779, Explained Variance Score Validation: 0.290 AUC Test: 0.804, Explained Variance Score Test: 0.262 Bootstrap CV 41, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.837, R^2 test: 0.096 Bootstrap CV 41, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.867, R^2 test: 0.021 Bootstrap CV 41, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.925, R^2 test: 0.028 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.965, Explained Variance Score Train: 0.871 AUC Validation: 0.603, Explained Variance Score Validation: 0.052 AUC Test: 0.785, Explained Variance Score Test: 0.315 Bootstrap CV 36, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.849, R^2 test: 0.259 Bootstrap CV 36, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.892, R^2 test: 0.306 Bootstrap CV 36, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.928, R^2 test: 0.276 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.982, Explained Variance Score Train: 0.919 AUC Validation: 0.817, Explained Variance Score Validation: 0.292 AUC Test: 0.793, Explained Variance Score Test: 0.259 Bootstrap CV 47, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.801, R^2 test: 0.168 Bootstrap CV 47, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.791, R^2 test: 0.177 Bootstrap CV 47, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.825, R^2 test: 0.180 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.976, Explained Variance Score Train: 0.799 AUC Validation: 0.788, Explained Variance Score Validation: 0.192 AUC Test: 0.800, Explained Variance Score Test: 0.299 Bootstrap CV 40, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.877, R^2 test: 0.394 Bootstrap CV 40, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.934, R^2 test: 0.440 Bootstrap CV 40, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.961, R^2 test: 0.422 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.993, Explained Variance Score Train: 0.934 AUC Validation: 0.809, Explained Variance Score Validation: 0.415 AUC Test: 0.770, Explained Variance Score Test: 0.309 Bootstrap CV 32, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.866, R^2 test: 0.276 Bootstrap CV 32, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.900, R^2 test: 0.254 Bootstrap CV 32, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.906, R^2 test: 0.273 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.986, Explained Variance Score Train: 0.901 AUC Validation: 0.797, Explained Variance Score Validation: 0.262 AUC Test: 0.778, Explained Variance Score Test: 0.256 Bootstrap CV 38, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.772, R^2 test: 0.230 Bootstrap CV 38, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.818, R^2 test: 0.202 Bootstrap CV 38, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.838, R^2 test: 0.209 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.959, Explained Variance Score Train: 0.860 AUC Validation: 0.818, Explained Variance Score Validation: 0.235 AUC Test: 0.778, Explained Variance Score Test: 0.300 Bootstrap CV 35, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.555, R^2 test: 0.200 Bootstrap CV 35, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.756, R^2 test: 0.264 Bootstrap CV 35, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.843, R^2 test: 0.280 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.962, Explained Variance Score Train: 0.734 AUC Validation: 0.690, Explained Variance Score Validation: 0.278 AUC Test: 0.759, Explained Variance Score Test: 0.232 Bootstrap CV 45, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.731, R^2 test: 0.154 Bootstrap CV 45, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.785, R^2 test: 0.184 Bootstrap CV 45, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.849, R^2 test: 0.170 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.974, Explained Variance Score Train: 0.825 AUC Validation: 0.673, Explained Variance Score Validation: 0.197 AUC Test: 0.800, Explained Variance Score Test: 0.321 Bootstrap CV 34, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.766, R^2 test: -0.053 Bootstrap CV 34, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.802, R^2 test: -0.019 Bootstrap CV 34, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.838, R^2 test: -0.052 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.982, Explained Variance Score Train: 0.904 AUC Validation: 0.625, Explained Variance Score Validation: -0.023 AUC Test: 0.764, Explained Variance Score Test: 0.263 Bootstrap CV 44, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.846, R^2 test: 0.168 Bootstrap CV 44, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.874, R^2 test: 0.247 Bootstrap CV 44, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.895, R^2 test: 0.178 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.982, Explained Variance Score Train: 0.883 AUC Validation: 0.756, Explained Variance Score Validation: 0.185 AUC Test: 0.753, Explained Variance Score Test: 0.270 Running batch 4 of 7 with 16 nodes Bootstrap CV 61, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.801, R^2 test: 0.241 Bootstrap CV 61, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.872, R^2 test: 0.210 Bootstrap CV 61, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.893, R^2 test: 0.222 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.969, Explained Variance Score Train: 0.788 AUC Validation: 0.798, Explained Variance Score Validation: 0.222 AUC Test: 0.790, Explained Variance Score Test: 0.255 Bootstrap CV 51, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.756, R^2 test: 0.233 Bootstrap CV 51, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.783, R^2 test: 0.222 Bootstrap CV 51, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.850, R^2 test: 0.233 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.956, Explained Variance Score Train: 0.793 AUC Validation: 0.830, Explained Variance Score Validation: 0.231 AUC Test: 0.797, Explained Variance Score Test: 0.267 Bootstrap CV 48, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.871, R^2 test: 0.164 Bootstrap CV 48, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.873, R^2 test: 0.149 Bootstrap CV 48, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.891, R^2 test: 0.132 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.983, Explained Variance Score Train: 0.761 AUC Validation: 0.665, Explained Variance Score Validation: 0.189 AUC Test: 0.796, Explained Variance Score Test: 0.275 Bootstrap CV 49, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.847, R^2 test: 0.244 Bootstrap CV 49, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.901, R^2 test: 0.260 Bootstrap CV 49, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.937, R^2 test: 0.279 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.994, Explained Variance Score Train: 0.876 AUC Validation: 0.791, Explained Variance Score Validation: 0.247 AUC Test: 0.814, Explained Variance Score Test: 0.313 Bootstrap CV 53, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.744, R^2 test: 0.239 Bootstrap CV 53, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.779, R^2 test: 0.266 Bootstrap CV 53, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.789, R^2 test: 0.254 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.932, Explained Variance Score Train: 0.771 AUC Validation: 0.745, Explained Variance Score Validation: 0.234 AUC Test: 0.768, Explained Variance Score Test: 0.253 Bootstrap CV 60, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.729, R^2 test: 0.100 Bootstrap CV 60, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.776, R^2 test: 0.112 Bootstrap CV 60, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.832, R^2 test: 0.121 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.960, Explained Variance Score Train: 0.778 AUC Validation: 0.674, Explained Variance Score Validation: 0.133 AUC Test: 0.780, Explained Variance Score Test: 0.303 Bootstrap CV 59, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.808, R^2 test: 0.227 Bootstrap CV 59, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.872, R^2 test: 0.245 Bootstrap CV 59, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.880, R^2 test: 0.236 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.969, Explained Variance Score Train: 0.890 AUC Validation: 0.894, Explained Variance Score Validation: 0.238 AUC Test: 0.777, Explained Variance Score Test: 0.255 Bootstrap CV 54, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.805, R^2 test: 0.312 Bootstrap CV 54, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.852, R^2 test: 0.315 Bootstrap CV 54, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.871, R^2 test: 0.318 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.967, Explained Variance Score Train: 0.861 AUC Validation: 0.835, Explained Variance Score Validation: 0.335 AUC Test: 0.775, Explained Variance Score Test: 0.290 Bootstrap CV 57, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.840, R^2 test: 0.208 Bootstrap CV 57, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.890, R^2 test: 0.198 Bootstrap CV 57, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.891, R^2 test: 0.214 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.976, Explained Variance Score Train: 0.875 AUC Validation: 0.673, Explained Variance Score Validation: 0.198 AUC Test: 0.777, Explained Variance Score Test: 0.289 Bootstrap CV 63, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.768, R^2 test: 0.278 Bootstrap CV 63, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.870, R^2 test: 0.321 Bootstrap CV 63, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.888, R^2 test: 0.318 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.999, Explained Variance Score Train: 0.893 AUC Validation: 0.808, Explained Variance Score Validation: 0.355 AUC Test: 0.804, Explained Variance Score Test: 0.309 Bootstrap CV 55, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.823, R^2 test: 0.192 Bootstrap CV 55, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.866, R^2 test: 0.215 Bootstrap CV 55, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.946, R^2 test: 0.231 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.988, Explained Variance Score Train: 0.901 AUC Validation: 0.850, Explained Variance Score Validation: 0.284 AUC Test: 0.788, Explained Variance Score Test: 0.329 Bootstrap CV 58, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.751, R^2 test: 0.281 Bootstrap CV 58, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.760, R^2 test: 0.259 Bootstrap CV 58, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.776, R^2 test: 0.286 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.993, Explained Variance Score Train: 0.791 AUC Validation: 0.793, Explained Variance Score Validation: 0.323 AUC Test: 0.747, Explained Variance Score Test: 0.221 Bootstrap CV 62, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.843, R^2 test: 0.187 Bootstrap CV 62, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.908, R^2 test: 0.211 Bootstrap CV 62, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.934, R^2 test: 0.225 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.983, Explained Variance Score Train: 0.936 AUC Validation: 0.725, Explained Variance Score Validation: 0.251 AUC Test: 0.776, Explained Variance Score Test: 0.253 Bootstrap CV 50, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.664, R^2 test: 0.143 Bootstrap CV 50, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.696, R^2 test: 0.150 Bootstrap CV 50, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.779, R^2 test: 0.125 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.983, Explained Variance Score Train: 0.781 AUC Validation: 0.627, Explained Variance Score Validation: 0.155 AUC Test: 0.783, Explained Variance Score Test: 0.277 Bootstrap CV 52, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.904, R^2 test: 0.102 Bootstrap CV 52, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.908, R^2 test: 0.129 Bootstrap CV 52, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.958, R^2 test: 0.100 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.997, Explained Variance Score Train: 0.947 AUC Validation: 0.706, Explained Variance Score Validation: 0.108 AUC Test: 0.737, Explained Variance Score Test: 0.196 Bootstrap CV 56, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.668, R^2 test: 0.268 Bootstrap CV 56, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.725, R^2 test: 0.288 Bootstrap CV 56, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.736, R^2 test: 0.319 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.955, Explained Variance Score Train: 0.748 AUC Validation: 0.802, Explained Variance Score Validation: 0.332 AUC Test: 0.775, Explained Variance Score Test: 0.262 Running batch 5 of 7 with 16 nodes Bootstrap CV 69, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.802, R^2 test: 0.242 Bootstrap CV 69, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.861, R^2 test: 0.257 Bootstrap CV 69, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.878, R^2 test: 0.264 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.957, Explained Variance Score Train: 0.803 AUC Validation: 0.789, Explained Variance Score Validation: 0.238 AUC Test: 0.791, Explained Variance Score Test: 0.285 Bootstrap CV 79, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.779, R^2 test: 0.210 Bootstrap CV 79, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.846, R^2 test: 0.202 Bootstrap CV 79, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.866, R^2 test: 0.204 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.963, Explained Variance Score Train: 0.761 AUC Validation: 0.706, Explained Variance Score Validation: 0.240 AUC Test: 0.798, Explained Variance Score Test: 0.300 Bootstrap CV 74, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.843, R^2 test: 0.238 Bootstrap CV 74, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.872, R^2 test: 0.237 Bootstrap CV 74, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.899, R^2 test: 0.260 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.835 AUC Validation: 0.823, Explained Variance Score Validation: 0.203 AUC Test: 0.784, Explained Variance Score Test: 0.281 Bootstrap CV 77, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.772, R^2 test: 0.307 Bootstrap CV 77, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.783, R^2 test: 0.280 Bootstrap CV 77, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.889, R^2 test: 0.290 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.988, Explained Variance Score Train: 0.767 AUC Validation: 0.684, Explained Variance Score Validation: 0.305 AUC Test: 0.762, Explained Variance Score Test: 0.248 Bootstrap CV 64, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.829, R^2 test: 0.300 Bootstrap CV 64, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.888, R^2 test: 0.286 Bootstrap CV 64, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.910, R^2 test: 0.254 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.983, Explained Variance Score Train: 0.909 AUC Validation: 0.796, Explained Variance Score Validation: 0.296 AUC Test: 0.787, Explained Variance Score Test: 0.300 Bootstrap CV 66, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.919, R^2 test: 0.263 Bootstrap CV 66, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.944, R^2 test: 0.238 Bootstrap CV 66, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.969, R^2 test: 0.237 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.996, Explained Variance Score Train: 0.949 AUC Validation: 0.822, Explained Variance Score Validation: 0.295 AUC Test: 0.785, Explained Variance Score Test: 0.348 Bootstrap CV 67, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.884, R^2 test: 0.233 Bootstrap CV 67, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.917, R^2 test: 0.275 Bootstrap CV 67, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.951, R^2 test: 0.259 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.977, Explained Variance Score Train: 0.912 AUC Validation: 0.826, Explained Variance Score Validation: 0.311 AUC Test: 0.801, Explained Variance Score Test: 0.315 Bootstrap CV 70, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.536, R^2 test: 0.237 Bootstrap CV 70, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.742, R^2 test: 0.275 Bootstrap CV 70, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.759, R^2 test: 0.279 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.979, Explained Variance Score Train: 0.818 AUC Validation: 0.722, Explained Variance Score Validation: 0.271 AUC Test: 0.807, Explained Variance Score Test: 0.317 Bootstrap CV 71, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.759, R^2 test: 0.179 Bootstrap CV 71, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.860, R^2 test: 0.169 Bootstrap CV 71, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.883, R^2 test: 0.167 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.989, Explained Variance Score Train: 0.892 AUC Validation: 0.678, Explained Variance Score Validation: 0.181 AUC Test: 0.804, Explained Variance Score Test: 0.305 Bootstrap CV 78, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.807, R^2 test: 0.141 Bootstrap CV 78, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.850, R^2 test: 0.143 Bootstrap CV 78, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.862, R^2 test: 0.122 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.969, Explained Variance Score Train: 0.863 AUC Validation: 0.724, Explained Variance Score Validation: 0.138 AUC Test: 0.752, Explained Variance Score Test: 0.262 Bootstrap CV 75, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.831, R^2 test: 0.136 Bootstrap CV 75, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.871, R^2 test: 0.140 Bootstrap CV 75, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.870, R^2 test: 0.155 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.985, Explained Variance Score Train: 0.903 AUC Validation: 0.737, Explained Variance Score Validation: 0.214 AUC Test: 0.821, Explained Variance Score Test: 0.317 Bootstrap CV 65, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.717, R^2 test: 0.177 Bootstrap CV 65, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.833, R^2 test: 0.200 Bootstrap CV 65, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.832, R^2 test: 0.232 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.987, Explained Variance Score Train: 0.793 AUC Validation: 0.804, Explained Variance Score Validation: 0.263 AUC Test: 0.786, Explained Variance Score Test: 0.289 Bootstrap CV 72, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.689, R^2 test: 0.298 Bootstrap CV 72, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.735, R^2 test: 0.282 Bootstrap CV 72, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.774, R^2 test: 0.276 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.956, Explained Variance Score Train: 0.794 AUC Validation: 0.797, Explained Variance Score Validation: 0.297 AUC Test: 0.790, Explained Variance Score Test: 0.338 Bootstrap CV 76, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.811, R^2 test: 0.290 Bootstrap CV 76, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.824, R^2 test: 0.273 Bootstrap CV 76, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.830, R^2 test: 0.306 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.989, Explained Variance Score Train: 0.861 AUC Validation: 0.826, Explained Variance Score Validation: 0.301 AUC Test: 0.813, Explained Variance Score Test: 0.325 Bootstrap CV 68, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.867, R^2 test: 0.160 Bootstrap CV 68, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.875, R^2 test: 0.240 Bootstrap CV 68, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.935, R^2 test: 0.177 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.998, Explained Variance Score Train: 0.925 AUC Validation: 0.715, Explained Variance Score Validation: 0.221 AUC Test: 0.777, Explained Variance Score Test: 0.282 Bootstrap CV 73, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.711, R^2 test: 0.141 Bootstrap CV 73, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.838, R^2 test: 0.137 Bootstrap CV 73, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.869, R^2 test: 0.147 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.972, Explained Variance Score Train: 0.841 AUC Validation: 0.674, Explained Variance Score Validation: 0.164 AUC Test: 0.779, Explained Variance Score Test: 0.274 Running batch 6 of 7 with 16 nodes Bootstrap CV 80, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.787, R^2 test: 0.338 Bootstrap CV 80, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.842, R^2 test: 0.295 Bootstrap CV 80, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.922, R^2 test: 0.286 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.982, Explained Variance Score Train: 0.777 AUC Validation: 0.881, Explained Variance Score Validation: 0.333 AUC Test: 0.792, Explained Variance Score Test: 0.247 Bootstrap CV 95, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.891, R^2 test: 0.248 Bootstrap CV 95, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.911, R^2 test: 0.266 Bootstrap CV 95, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.921, R^2 test: 0.285 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.983, Explained Variance Score Train: 0.888 AUC Validation: 0.808, Explained Variance Score Validation: 0.263 AUC Test: 0.804, Explained Variance Score Test: 0.275 Bootstrap CV 90, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.785, R^2 test: 0.315 Bootstrap CV 90, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.839, R^2 test: 0.306 Bootstrap CV 90, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.897, R^2 test: 0.284 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.979, Explained Variance Score Train: 0.833 AUC Validation: 0.831, Explained Variance Score Validation: 0.292 AUC Test: 0.774, Explained Variance Score Test: 0.259 Bootstrap CV 82, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.836, R^2 test: 0.136 Bootstrap CV 82, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.824, R^2 test: 0.166 Bootstrap CV 82, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.949, R^2 test: 0.099 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.993, Explained Variance Score Train: 0.899 AUC Validation: 0.718, Explained Variance Score Validation: 0.123 AUC Test: 0.792, Explained Variance Score Test: 0.321 Bootstrap CV 85, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.759, R^2 test: 0.280 Bootstrap CV 85, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.795, R^2 test: 0.297 Bootstrap CV 85, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.778, R^2 test: 0.255 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.970, Explained Variance Score Train: 0.786 AUC Validation: 0.686, Explained Variance Score Validation: 0.251 AUC Test: 0.770, Explained Variance Score Test: 0.302 Bootstrap CV 86, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.687, R^2 test: 0.271 Bootstrap CV 86, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.815, R^2 test: 0.279 Bootstrap CV 86, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.835, R^2 test: 0.280 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.830 AUC Validation: 0.767, Explained Variance Score Validation: 0.259 AUC Test: 0.809, Explained Variance Score Test: 0.284 Bootstrap CV 93, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.803, R^2 test: 0.204 Bootstrap CV 93, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.834, R^2 test: 0.255 Bootstrap CV 93, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.845, R^2 test: 0.253 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.987, Explained Variance Score Train: 0.850 AUC Validation: 0.811, Explained Variance Score Validation: 0.269 AUC Test: 0.795, Explained Variance Score Test: 0.307 Bootstrap CV 84, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.792, R^2 test: 0.229 Bootstrap CV 84, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.791, R^2 test: 0.257 Bootstrap CV 84, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.852, R^2 test: 0.232 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.966, Explained Variance Score Train: 0.808 AUC Validation: 0.674, Explained Variance Score Validation: 0.244 AUC Test: 0.797, Explained Variance Score Test: 0.279 Bootstrap CV 87, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.707, R^2 test: -0.093 Bootstrap CV 87, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.713, R^2 test: -0.046 Bootstrap CV 87, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.804, R^2 test: -0.117 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.976, Explained Variance Score Train: 0.813 AUC Validation: 0.460, Explained Variance Score Validation: -0.160 AUC Test: 0.804, Explained Variance Score Test: 0.335 Bootstrap CV 91, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.862, R^2 test: 0.395 Bootstrap CV 91, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.911, R^2 test: 0.391 Bootstrap CV 91, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.913, R^2 test: 0.376 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.989, Explained Variance Score Train: 0.938 AUC Validation: 0.739, Explained Variance Score Validation: 0.397 AUC Test: 0.815, Explained Variance Score Test: 0.331 Bootstrap CV 89, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.929, R^2 test: 0.172 Bootstrap CV 89, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.947, R^2 test: 0.147 Bootstrap CV 89, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.957, R^2 test: 0.153 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.992, Explained Variance Score Train: 0.961 AUC Validation: 0.650, Explained Variance Score Validation: 0.206 AUC Test: 0.787, Explained Variance Score Test: 0.282 Bootstrap CV 88, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.658, R^2 test: 0.210 Bootstrap CV 88, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.813, R^2 test: 0.170 Bootstrap CV 88, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.816, R^2 test: 0.186 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.949, Explained Variance Score Train: 0.831 AUC Validation: 0.748, Explained Variance Score Validation: 0.201 AUC Test: 0.788, Explained Variance Score Test: 0.346 Bootstrap CV 92, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.766, R^2 test: 0.336 Bootstrap CV 92, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.829, R^2 test: 0.336 Bootstrap CV 92, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.835, R^2 test: 0.372 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.969, Explained Variance Score Train: 0.820 AUC Validation: 0.832, Explained Variance Score Validation: 0.386 AUC Test: 0.791, Explained Variance Score Test: 0.320 Bootstrap CV 81, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.756, R^2 test: 0.333 Bootstrap CV 81, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.854, R^2 test: 0.304 Bootstrap CV 81, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.797, R^2 test: 0.360 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.966, Explained Variance Score Train: 0.846 AUC Validation: 0.830, Explained Variance Score Validation: 0.365 AUC Test: 0.784, Explained Variance Score Test: 0.270 Bootstrap CV 83, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.800, R^2 test: 0.271 Bootstrap CV 83, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.831, R^2 test: 0.284 Bootstrap CV 83, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.883, R^2 test: 0.268 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.993, Explained Variance Score Train: 0.906 AUC Validation: 0.739, Explained Variance Score Validation: 0.287 AUC Test: 0.783, Explained Variance Score Test: 0.263 Bootstrap CV 94, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.846, R^2 test: 0.217 Bootstrap CV 94, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.906, R^2 test: 0.222 Bootstrap CV 94, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.953, R^2 test: 0.204 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.981, Explained Variance Score Train: 0.952 AUC Validation: 0.825, Explained Variance Score Validation: 0.232 AUC Test: 0.774, Explained Variance Score Test: 0.246 Running batch 7 of 7 with 4 nodes Bootstrap CV 99, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.813, R^2 test: 0.310 Bootstrap CV 99, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.878, R^2 test: 0.337 Bootstrap CV 99, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.930, R^2 test: 0.351 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.985, Explained Variance Score Train: 0.914 AUC Validation: 0.729, Explained Variance Score Validation: 0.341 AUC Test: 0.779, Explained Variance Score Test: 0.324 Bootstrap CV 96, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.796, R^2 test: 0.196 Bootstrap CV 96, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.820, R^2 test: 0.185 Bootstrap CV 96, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.850, R^2 test: 0.219 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.967, Explained Variance Score Train: 0.790 AUC Validation: 0.803, Explained Variance Score Validation: 0.208 AUC Test: 0.793, Explained Variance Score Test: 0.289 Bootstrap CV 97, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.766, R^2 test: 0.302 Bootstrap CV 97, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.830, R^2 test: 0.297 Bootstrap CV 97, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.849, R^2 test: 0.316 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.972, Explained Variance Score Train: 0.845 AUC Validation: 0.876, Explained Variance Score Validation: 0.338 AUC Test: 0.809, Explained Variance Score Test: 0.263 Bootstrap CV 98, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.863, R^2 test: 0.054 Bootstrap CV 98, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.894, R^2 test: 0.059 Bootstrap CV 98, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.914, R^2 test: 0.060 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.968, Explained Variance Score Train: 0.911 AUC Validation: 0.591, Explained Variance Score Validation: 0.137 AUC Test: 0.809, Explained Variance Score Test: 0.304 total Variables 19290 and total subjects: 1698 ->AUC validation: 0.749 95% CI: [0.734 , 0.764] ->AUC test: 0.786 95% CI: [0.783 , 0.790] ->R^2 validation: 0.234 95% CI: [0.218 , 0.251] ->R^2 test: 0.286 95% CI: [0.280 , 0.292] ->Explained Variance validation: 0.220 95% CI: [0.203 , 0.238] ->Explained Variance test: 0.270 95% CI: [0.263 , 0.277] Test set metrics: @threshold:1.602, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:1.505, sens:0.018, spec:1.000, ppv:1.000, acc:0.841, f1:0.036, mcc:0.000, total+:1, total-:338 @threshold:1.341, sens:0.073, spec:0.996, ppv:0.800, acc:0.847, f1:0.133, mcc:0.230, total+:5, total-:334 @threshold:1.294, sens:0.091, spec:0.996, ppv:0.833, acc:0.850, f1:0.164, mcc:0.266, total+:6, total-:333 @threshold:1.231, sens:0.091, spec:0.993, ppv:0.714, acc:0.847, f1:0.161, mcc:0.118, total+:7, total-:332 @threshold:1.228, sens:0.109, spec:0.993, ppv:0.750, acc:0.850, f1:0.190, mcc:0.135, total+:8, total-:331 @threshold:1.112, sens:0.109, spec:0.989, ppv:0.667, acc:0.847, f1:0.188, mcc:0.082, total+:9, total-:330 @threshold:1.103, sens:0.127, spec:0.989, ppv:0.700, acc:0.850, f1:0.215, mcc:0.092, total+:10, total-:329 @threshold:1.093, sens:0.145, spec:0.986, ppv:0.667, acc:0.850, f1:0.239, mcc:0.071, total+:12, total-:327 @threshold:1.088, sens:0.164, spec:0.986, ppv:0.692, acc:0.853, f1:0.265, mcc:0.078, total+:13, total-:326 @threshold:1.010, sens:0.164, spec:0.982, ppv:0.643, acc:0.850, f1:0.261, mcc:0.059, total+:14, total-:325 @threshold:0.995, sens:0.182, spec:0.982, ppv:0.667, acc:0.853, f1:0.286, mcc:0.064, total+:15, total-:324 @threshold:0.981, sens:0.182, spec:0.979, ppv:0.625, acc:0.850, f1:0.282, mcc:0.051, total+:16, total-:323 @threshold:0.911, sens:0.200, spec:0.968, ppv:0.550, acc:0.844, f1:0.293, mcc:0.032, total+:20, total-:319 @threshold:0.809, sens:0.236, spec:0.965, ppv:0.565, acc:0.847, f1:0.333, mcc:0.032, total+:23, total-:316 @threshold:0.803, sens:0.255, spec:0.965, ppv:0.583, acc:0.850, f1:0.354, mcc:0.034, total+:24, total-:315 @threshold:0.798, sens:0.255, spec:0.961, ppv:0.560, acc:0.847, f1:0.350, mcc:0.030, total+:25, total-:314 @threshold:0.796, sens:0.273, spec:0.961, ppv:0.577, acc:0.850, f1:0.370, mcc:0.032, total+:26, total-:313 @threshold:0.794, sens:0.291, spec:0.958, ppv:0.571, acc:0.850, f1:0.386, mcc:0.030, total+:28, total-:311 @threshold:0.746, sens:0.309, spec:0.951, ppv:0.548, acc:0.847, f1:0.395, mcc:0.026, total+:31, total-:308 @threshold:0.731, sens:0.309, spec:0.947, ppv:0.531, acc:0.844, f1:0.391, mcc:0.024, total+:32, total-:307 @threshold:0.693, sens:0.327, spec:0.937, ppv:0.500, acc:0.838, f1:0.396, mcc:0.019, total+:36, total-:303 @threshold:0.691, sens:0.327, spec:0.933, ppv:0.486, acc:0.835, f1:0.391, mcc:0.018, total+:37, total-:302 @threshold:0.679, sens:0.345, spec:0.933, ppv:0.500, acc:0.838, f1:0.409, mcc:0.019, total+:38, total-:301 @threshold:0.672, sens:0.364, spec:0.930, ppv:0.500, acc:0.838, f1:0.421, mcc:0.018, total+:40, total-:299 @threshold:0.656, sens:0.382, spec:0.926, ppv:0.500, acc:0.838, f1:0.433, mcc:0.018, total+:42, total-:297 @threshold:0.625, sens:0.382, spec:0.923, ppv:0.488, acc:0.835, f1:0.429, mcc:0.017, total+:43, total-:296 @threshold:0.607, sens:0.400, spec:0.923, ppv:0.500, acc:0.838, f1:0.444, mcc:0.018, total+:44, total-:295 @threshold:0.607, sens:0.400, spec:0.919, ppv:0.489, acc:0.835, f1:0.440, mcc:0.017, total+:45, total-:294 @threshold:0.507, sens:0.418, spec:0.891, ppv:0.426, acc:0.814, f1:0.422, mcc:0.011, total+:54, total-:285 @threshold:0.505, sens:0.418, spec:0.887, ppv:0.418, acc:0.811, f1:0.418, mcc:0.011, total+:55, total-:284 @threshold:0.495, sens:0.436, spec:0.884, ppv:0.421, acc:0.811, f1:0.429, mcc:0.011, total+:57, total-:282 @threshold:0.487, sens:0.436, spec:0.880, ppv:0.414, acc:0.808, f1:0.425, mcc:0.010, total+:58, total-:281 @threshold:0.446, sens:0.455, spec:0.873, ppv:0.410, acc:0.805, f1:0.431, mcc:0.010, total+:61, total-:278 @threshold:0.444, sens:0.455, spec:0.870, ppv:0.403, acc:0.802, f1:0.427, mcc:0.009, total+:62, total-:277 @threshold:0.425, sens:0.473, spec:0.866, ppv:0.406, acc:0.802, f1:0.437, mcc:0.010, total+:64, total-:275 @threshold:0.425, sens:0.473, spec:0.863, ppv:0.400, acc:0.799, f1:0.433, mcc:0.009, total+:65, total-:274 @threshold:0.416, sens:0.491, spec:0.859, ppv:0.403, acc:0.799, f1:0.443, mcc:0.009, total+:67, total-:272 @threshold:0.401, sens:0.491, spec:0.856, ppv:0.397, acc:0.796, f1:0.439, mcc:0.009, total+:68, total-:271 @threshold:0.399, sens:0.509, spec:0.856, ppv:0.406, acc:0.799, f1:0.452, mcc:0.009, total+:69, total-:270 @threshold:0.394, sens:0.509, spec:0.852, ppv:0.400, acc:0.796, f1:0.448, mcc:0.009, total+:70, total-:269 @threshold:0.386, sens:0.527, spec:0.852, ppv:0.408, acc:0.799, f1:0.460, mcc:0.009, total+:71, total-:268 @threshold:0.381, sens:0.545, spec:0.849, ppv:0.411, acc:0.799, f1:0.469, mcc:0.009, total+:73, total-:266 @threshold:0.336, sens:0.564, spec:0.824, ppv:0.383, acc:0.782, f1:0.456, mcc:0.008, total+:81, total-:258 @threshold:0.332, sens:0.564, spec:0.820, ppv:0.378, acc:0.779, f1:0.453, mcc:0.008, total+:82, total-:257 @threshold:0.292, sens:0.582, spec:0.810, ppv:0.372, acc:0.773, f1:0.454, mcc:0.007, total+:86, total-:253 @threshold:0.282, sens:0.582, spec:0.806, ppv:0.368, acc:0.770, f1:0.451, mcc:0.007, total+:87, total-:252 @threshold:0.256, sens:0.600, spec:0.789, ppv:0.355, acc:0.758, f1:0.446, mcc:0.006, total+:93, total-:246 @threshold:0.233, sens:0.600, spec:0.785, ppv:0.351, acc:0.755, f1:0.443, mcc:0.006, total+:94, total-:245 @threshold:0.222, sens:0.618, spec:0.778, ppv:0.351, acc:0.752, f1:0.447, mcc:0.006, total+:97, total-:242 @threshold:0.200, sens:0.618, spec:0.775, ppv:0.347, acc:0.749, f1:0.444, mcc:0.006, total+:98, total-:241 @threshold:0.178, sens:0.636, spec:0.754, ppv:0.333, acc:0.735, f1:0.438, mcc:0.005, total+:105, total-:234 @threshold:0.176, sens:0.636, spec:0.750, ppv:0.330, acc:0.732, f1:0.435, mcc:0.005, total+:106, total-:233 @threshold:0.155, sens:0.655, spec:0.743, ppv:0.330, acc:0.729, f1:0.439, mcc:0.005, total+:109, total-:230 @threshold:0.148, sens:0.655, spec:0.739, ppv:0.327, acc:0.726, f1:0.436, mcc:0.005, total+:110, total-:229 @threshold:0.087, sens:0.673, spec:0.697, ppv:0.301, acc:0.693, f1:0.416, mcc:0.004, total+:123, total-:216 @threshold:0.078, sens:0.673, spec:0.694, ppv:0.298, acc:0.690, f1:0.413, mcc:0.004, total+:124, total-:215 @threshold:0.063, sens:0.691, spec:0.690, ppv:0.302, acc:0.690, f1:0.420, mcc:0.004, total+:126, total-:213 @threshold:0.058, sens:0.691, spec:0.687, ppv:0.299, acc:0.687, f1:0.418, mcc:0.004, total+:127, total-:212 @threshold:0.019, sens:0.709, spec:0.651, ppv:0.283, acc:0.661, f1:0.404, mcc:0.004, total+:138, total-:201 @threshold:0.011, sens:0.709, spec:0.648, ppv:0.281, acc:0.658, f1:0.402, mcc:0.003, total+:139, total-:200 @threshold:-0.016, sens:0.727, spec:0.630, ppv:0.276, acc:0.646, f1:0.400, mcc:0.003, total+:145, total-:194 @threshold:-0.020, sens:0.727, spec:0.627, ppv:0.274, acc:0.643, f1:0.398, mcc:0.003, total+:146, total-:193 @threshold:-0.035, sens:0.745, spec:0.623, ppv:0.277, acc:0.643, f1:0.404, mcc:0.003, total+:148, total-:191 @threshold:-0.037, sens:0.745, spec:0.620, ppv:0.275, acc:0.640, f1:0.402, mcc:0.003, total+:149, total-:190 @threshold:-0.104, sens:0.764, spec:0.592, ppv:0.266, acc:0.619, f1:0.394, mcc:0.003, total+:158, total-:181 @threshold:-0.105, sens:0.764, spec:0.588, ppv:0.264, acc:0.617, f1:0.393, mcc:0.003, total+:159, total-:180 @threshold:-0.163, sens:0.782, spec:0.567, ppv:0.259, acc:0.602, f1:0.389, mcc:0.003, total+:166, total-:173 @threshold:-0.165, sens:0.782, spec:0.563, ppv:0.257, acc:0.599, f1:0.387, mcc:0.003, total+:167, total-:172 @threshold:-0.226, sens:0.800, spec:0.532, ppv:0.249, acc:0.575, f1:0.379, mcc:0.003, total+:177, total-:162 @threshold:-0.227, sens:0.800, spec:0.528, ppv:0.247, acc:0.572, f1:0.378, mcc:0.003, total+:178, total-:161 @threshold:-0.285, sens:0.818, spec:0.479, ppv:0.233, acc:0.534, f1:0.363, mcc:0.002, total+:193, total-:146 @threshold:-0.295, sens:0.836, spec:0.475, ppv:0.236, acc:0.534, f1:0.368, mcc:0.002, total+:195, total-:144 @threshold:-0.302, sens:0.855, spec:0.468, ppv:0.237, acc:0.531, f1:0.372, mcc:0.002, total+:198, total-:141 @threshold:-0.307, sens:0.855, spec:0.465, ppv:0.236, acc:0.528, f1:0.370, mcc:0.002, total+:199, total-:140 @threshold:-0.314, sens:0.873, spec:0.458, ppv:0.238, acc:0.525, f1:0.374, mcc:0.002, total+:202, total-:137 @threshold:-0.314, sens:0.873, spec:0.454, ppv:0.236, acc:0.522, f1:0.372, mcc:0.002, total+:203, total-:136 @threshold:-0.346, sens:0.891, spec:0.415, ppv:0.228, acc:0.493, f1:0.363, mcc:0.002, total+:215, total-:124 @threshold:-0.348, sens:0.891, spec:0.412, ppv:0.227, acc:0.490, f1:0.362, mcc:0.002, total+:216, total-:123 @threshold:-0.348, sens:0.909, spec:0.412, ppv:0.230, acc:0.493, f1:0.368, mcc:0.002, total+:217, total-:122 @threshold:-0.355, sens:0.909, spec:0.408, ppv:0.229, acc:0.490, f1:0.366, mcc:0.002, total+:218, total-:121 @threshold:-0.362, sens:0.927, spec:0.401, ppv:0.231, acc:0.487, f1:0.370, mcc:0.002, total+:221, total-:118 @threshold:-0.370, sens:0.927, spec:0.398, ppv:0.230, acc:0.484, f1:0.368, mcc:0.002, total+:222, total-:117 @threshold:-0.382, sens:0.945, spec:0.391, ppv:0.231, acc:0.481, f1:0.371, mcc:0.002, total+:225, total-:114 @threshold:-0.384, sens:0.945, spec:0.387, ppv:0.230, acc:0.478, f1:0.370, mcc:0.002, total+:226, total-:113 @threshold:-0.384, sens:0.964, spec:0.387, ppv:0.233, acc:0.481, f1:0.376, mcc:0.003, total+:227, total-:112 @threshold:-0.386, sens:0.964, spec:0.384, ppv:0.232, acc:0.478, f1:0.375, mcc:0.003, total+:228, total-:111 @threshold:-0.627, sens:0.982, spec:0.151, ppv:0.183, acc:0.286, f1:0.309, mcc:0.002, total+:295, total-:44 @threshold:-0.638, sens:0.982, spec:0.148, ppv:0.182, acc:0.283, f1:0.308, mcc:0.002, total+:296, total-:43 @threshold:-1.521, sens:1.000, spec:0.004, ppv:0.163, acc:0.165, f1:0.280, mcc:0.001, total+:338, total-:1 * Vital: BMI-latest | coef 0.009 95% CI: [0.008 , 0.010] | OR_adj 1.009 [1.008 1.010] | occ: 1621 | OR_unadj: 4.766 [3.528 6.438] | indivs AUC:0.795 Correlated most with: Diagnosis:9ccs221:Resp distres:-0.116 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.100 Maternal Vital: Wt-postPregnancy:0.098 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.093 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.082 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:0.082 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.080 Maternal Maternal Procedure History:99211-otherPregnancy:0.080 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.079 Diagnosis:9ccs58:Ot nutrit dx:0.077 Vital: Temp-avg10to13 | coef 0.008 95% CI: [0.005 , 0.010] | OR_adj 1.008 [1.005 1.010] | occ: 1399 | OR_unadj: 1.016 [0.764 1.351] | indivs AUC:0.560 Correlated most with: Diagnosis:9ccs175:Ot femal gen:-0.199 Maternal Diagnosis:9ccs172:Ovarian cyst:-0.199 Maternal Diagnosis:9ccs46:Bnign ut neo:-0.146 Diagnosis:9ccs223:Birth trauma:-0.120 Maternal Diagnosis:9ccs188:Pelvic obstr:-0.105 Maternal Diagnosis:9ccs2617:E Codes: Adverse effects of medical drugs:0.091 Diagnosis:9ccs247:Lymph enlarg:-0.090 Newborn Diagnosis:9ccs259:Unclassified:-0.079 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:-0.079 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:-0.079 * Vital: BMI-gain0to3 | coef 0.008 95% CI: [0.006 , 0.009] | OR_adj 1.008 [1.006 1.009] | occ: 1391 | OR_unadj: 1.452 [1.110 1.899] | indivs AUC:0.557 Correlated most with: Number of Visits:0.140 Diagnosis:9ccs126:Ot up rsp in:0.116 Newborn Diagnosis:9ccs133:Oth low resp:0.090 Maternal Diagnosis:9ccs3:Oth bact inf:-0.090 Maternal Diagnosis:9ccs184:Early labor:0.084 Diagnosis:9ccs92:Otitis media:0.082 Diagnosis:9ccs16:Liver/ibd ca:0.079 Newborn Diagnosis:9ccs143:Abdom hernia:-0.077 Maternal Maternal Lab History: FOLATE-otherPregnancy:-0.073 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:-0.073 * Vital: BMI-avg13to16 | coef 0.008 95% CI: [0.006 , 0.009] | OR_adj 1.008 [1.006 1.009] | occ: 1286 | OR_unadj: 3.814 [2.889 5.036] | indivs AUC:0.725 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.089 Maternal Diagnosis:9ccs185:Long pregncy:0.089 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.086 Diagnosis:9ccs125:Bronchitis:0.085 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.075 Diagnosis:9ccs5:HIV infectn:0.074 Maternal Diagnosis:9ccs122:Pneumonia:0.072 Maternal Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:-0.070 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.070 Maternal Maternal Lab History: MCH-otherPregnancy:-0.069 * Vital: BMI-avg16to19 | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 1269 | OR_unadj: 3.131 [2.385 4.111] | indivs AUC:0.792 Correlated most with: Maternal Diagnosis:9ccs50:DiabMel w/cm:0.101 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.087 Maternal Maternal Procedure History:J1055-postPregnancy:-0.086 Maternal Vital: BMI-postPregnancy:0.081 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:-0.073 Maternal Vital: Wt Percentile-postPregnancy:0.073 Maternal Vital: BMI Percentile-postPregnancy:0.072 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.071 Diagnosis:9ccs133:Oth low resp:-0.070 Diagnosis:9ccs48:Thyroid dsor:-0.069 Vital: Wt for Length ZScore-gain5to10 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1438 | OR_unadj: 1.002 [0.766 1.310] | indivs AUC:0.523 Correlated most with: Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:0.125 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.099 Maternal Diagnosis:9ccs48:Thyroid dsor:-0.093 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.085 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.081 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.079 Maternal Diagnosis:9ccs98:HTN:-0.079 Maternal Maternal Procedure History:96372-otherPregnancy:-0.075 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.074 Maternal Diagnosis:9ccs55:Fluid/elc dx:0.074 * Vital: BMI-avg19to24 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1354 | OR_unadj: 4.046 [3.062 5.347] | indivs AUC:0.772 Correlated most with: Maternal Vital: Wt-postPregnancy:0.104 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.098 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.092 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.086 Diagnosis:9ccs259:Unclassified:-0.086 Diagnosis:9ccs48:Thyroid dsor:-0.079 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.077 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:0.073 Maternal Vital: Wt-otherPregnancy:0.072 Maternal Maternal Procedure History:99211-otherPregnancy:0.071 * Number of Visits | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.009] | occ: 1645 | OR_unadj: 0.708 [0.535 0.936] | indivs AUC:0.478 Correlated most with: Number of Visits:1.000 Diagnosis:9ccs126:Ot up rsp in:0.430 Diagnosis:9ccs92:Otitis media:0.408 Diagnosis:9ccs7:Viral infect:0.408 Diagnosis:9ccs133:Oth low resp:0.337 Diagnosis:9ccs257:Ot aftercare:0.325 Diagnosis:9ccs135:Intest infct:0.310 Diagnosis:9ccs155:Other GI dx:0.304 Diagnosis:9ccs90:Eye infectn:0.286 Diagnosis:9ccs10:Immuniz/scrn:0.277 * Vital: Wt-gain16to24 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1425 | OR_unadj: 2.121 [1.581 2.845] | indivs AUC:0.582 Correlated most with: Maternal Diagnosis:9ccs189:Prev c-sectn:0.082 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.081 Maternal Maternal Lab History: PATIENT-postPregnancy:0.080 Maternal Maternal Lab History: APTT-postPregnancy:0.080 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.077 Maternal Diagnosis:9ccs138:Esophgeal dx:-0.076 Newborn Diagnosis:9ccs133:Oth low resp:-0.076 Number of Visits:-0.074 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.070 Maternal Maternal Procedure History:86703-postPregnancy:0.070 * Vital: BMI-gain16to24 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 1447 | OR_unadj: 1.625 [1.206 2.189] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs189:Prev c-sectn:0.074 Maternal Maternal Lab History: PATIENT-postPregnancy:0.072 Maternal Maternal Lab History: APTT-postPregnancy:0.072 Maternal Diagnosis:9ccs138:Esophgeal dx:-0.071 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.069 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.069 Number of Visits:-0.068 Maternal Vital: Wt Change-otherPregnancy:0.066 Diagnosis:9ccs233:Intracrn inj:0.064 Newborn Diagnosis:9ccs133:Oth low resp:-0.064 * Vital: BMI-avg3to5 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1296 | OR_unadj: 1.871 [1.431 2.447] | indivs AUC:0.611 Correlated most with: Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.108 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.104 Maternal Maternal Lab History: INHMOM-postPregnancy:0.101 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.099 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.094 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.094 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.093 Maternal Vital: Wt-postPregnancy:0.085 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.085 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.085 * Vital: BMI-avg0to1 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 1326 | OR_unadj: 1.323 [1.012 1.730] | indivs AUC:0.621 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.237 Maternal Diagnosis:9ccs184:Early labor:-0.227 Diagnosis:9ccs219:Low birth wt:-0.162 Maternal Diagnosis:9ccs185:Long pregncy:0.156 Newborn Diagnosis:9ccs224:Ot perint dx:0.093 Maternal Maternal Lab History: PTT-otherPregnancy:-0.093 Newborn Diagnosis:9ccs221:Resp distres:-0.090 Newborn Diagnosis:9ccs253:Allergy:-0.090 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.087 Maternal Diagnosis:9ccs183:HTN in preg:-0.085 Vital: Temp-avg5to7 | coef 0.006 95% CI: [0.006 , 0.007] | OR_adj 1.006 [1.006 1.007] | occ: 1315 | OR_unadj: 1.008 [0.763 1.331] | indivs AUC:0.495 Correlated most with: Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.088 Maternal Diagnosis:9ccs44:Neoplsm unsp:0.087 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.085 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.081 Diagnosis:9ccs94:Other ear dx:0.078 Maternal Vital: SpO2-postPregnancy:0.072 Maternal Maternal Lab History: FOLATE-postPregnancy:0.070 Maternal Diagnosis:9ccs139:Gasduo ulcer:0.069 Maternal Diagnosis:9ccs2617:E Codes: Adverse effects of medical drugs:0.067 Maternal Diagnosis:9ccs61:Sickle cell:0.067 Vital: Temp-avg3to5 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1313 | OR_unadj: 0.989 [0.753 1.299] | indivs AUC:0.470 Correlated most with: Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:-0.110 Diagnosis:9ccs126:Ot up rsp in:0.102 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.095 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.092 Number of Visits:0.090 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.087 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:-0.087 Maternal Maternal Lab History: RETICULOCYTES-postPregnancy:-0.082 Maternal Maternal Lab History: CHr(RETIC HGB CONTENT)-postPregnancy:-0.082 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:-0.080 * Vital: Wt for Length ZScore-avg1to3 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1348 | OR_unadj: 1.471 [1.126 1.921] | indivs AUC:0.589 Correlated most with: Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.104 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.090 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:-0.084 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:-0.083 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.083 Diagnosis:9ccs259:Unclassified:-0.078 Maternal Diagnosis:9ccs47:Ot bnign neo:0.078 Newborn Diagnosis:9ccs59:Anemia:-0.078 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.078 Maternal Diagnosis:9ccs5:HIV infectn:0.078 Vital: Wt for Length ZScore-gain7to13 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1460 | OR_unadj: 1.296 [0.993 1.692] | indivs AUC:0.536 Correlated most with: Maternal Diagnosis:9ccs198:Ot infl skin:0.126 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.104 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.104 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:-0.103 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.092 Lab:292495 LEAD LEVEL - Sunrise:0.089 Maternal Diagnosis:9ccs200:Oth skin dx:-0.084 Newborn Diagnosis:9ccs220:Birth asphyx:0.083 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.082 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.082 Vital: Wt for Length ZScore-gain3to7 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1431 | OR_unadj: 0.985 [0.752 1.290] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: T-3(Total)-otherPregnancy:0.103 Newborn Diagnosis:9ccs221:Resp distres:0.085 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.083 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.082 Maternal Maternal Procedure History:81025-otherPregnancy:-0.082 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.081 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.081 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.080 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:-0.076 Diagnosis:9ccs52:Nutrit defic:-0.075 Vital: Wt for Length ZScore-gain1to5 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1394 | OR_unadj: 1.181 [0.903 1.546] | indivs AUC:0.536 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:0.133 Newborn Diagnosis:9ccs219:Low birth wt:0.111 Diagnosis:9ccs147:Anal/rectal:0.103 Maternal Diagnosis:9ccs47:Ot bnign neo:0.094 Diagnosis:9ccs219:Low birth wt:0.092 Lab:306025 PPD:0.089 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:-0.086 Maternal Diagnosis:9ccs185:Long pregncy:-0.086 Maternal Maternal Procedure History:81025-otherPregnancy:0.085 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.082 Vital: Wt-avg0to1 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1336 | OR_unadj: 1.096 [0.838 1.434] | indivs AUC:0.526 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.362 Maternal Diagnosis:9ccs184:Early labor:-0.355 Diagnosis:9ccs219:Low birth wt:-0.222 Maternal Diagnosis:9ccs185:Long pregncy:0.217 Newborn Diagnosis:9ccs221:Resp distres:-0.150 Newborn Diagnosis:9ccs256:Exam/eval:-0.139 Newborn Diagnosis:9ccs224:Ot perint dx:0.130 Maternal Diagnosis:9ccs183:HTN in preg:-0.125 Newborn Diagnosis:9ccs253:Allergy:-0.111 Newborn Diagnosis:9ccs222:Perint jaund:-0.107 * Vital: Wt for Length Zscore-avg10to13 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1381 | OR_unadj: 2.955 [2.245 3.890] | indivs AUC:0.694 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.112 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.095 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.093 Newborn Diagnosis:9ccs59:Anemia:-0.085 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.085 Maternal Diagnosis:9ccs185:Long pregncy:0.079 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.075 Maternal Vital: Wt-postPregnancy:0.074 Newborn Diagnosis:9ccs223:Birth trauma:0.073 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.072 Vital: Temp-avg0to1 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.490 Correlated most with: Maternal Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:-0.099 Diagnosis:9ccs126:Ot up rsp in:0.092 Maternal Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:0.074 Diagnosis:9ccs118:Phlebitis:0.071 Maternal Maternal Procedure History:81025-postPregnancy:-0.065 Maternal Maternal Procedure History:J1055-postPregnancy:-0.065 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:0.064 Newborn Diagnosis:9ccs214:GI cong anom:-0.064 Diagnosis:9ccs76:Meningitis:0.063 Diagnosis:9ccs216:Nerv cong an:0.063 Vital: BMI-gain1to5 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1421 | OR_unadj: 1.007 [0.771 1.314] | indivs AUC:0.507 Correlated most with: Number of Visits:0.129 Maternal Maternal Lab History: LACTIC ACID-postPregnancy:-0.104 Diagnosis:9ccs126:Ot up rsp in:0.101 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.100 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:-0.081 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:-0.081 Maternal Vital: RR-otherPregnancy:0.081 Maternal Maternal Procedure History:90472-postPregnancy:0.078 Maternal Diagnosis:9ccs198:Ot infl skin:0.075 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.072 * Vital: Wt for Length ZScore-avg3to5 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1299 | OR_unadj: 1.902 [1.455 2.486] | indivs AUC:0.604 Correlated most with: Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.106 Maternal Maternal Lab History: INHMOM-postPregnancy:0.089 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.087 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.085 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.085 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.084 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.080 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.078 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.078 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.077 Vital: Temp-avg16to19 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1297 | OR_unadj: 0.872 [0.571 1.331] | indivs AUC:0.514 Correlated most with: Diagnosis:9ccs255:Social admin:-0.143 Diagnosis:9ccs10:Immuniz/scrn:-0.132 Number of Visits:-0.118 Diagnosis:9ccs257:Ot aftercare:-0.106 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.102 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.102 Maternal Maternal Lab History: VARICELLA IGM-postPregnancy:-0.100 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.097 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.097 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.094 * Vital: Wt Percentile-latest | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1028 | OR_unadj: 2.134 [1.631 2.792] | indivs AUC:0.737 Correlated most with: Maternal Vital: Wt-postPregnancy:0.090 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088 Diagnosis:9ccs48:Thyroid dsor:-0.087 Maternal Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:-0.082 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.080 Newborn Diagnosis:9ccs5:HIV infectn:-0.079 Maternal Vital: Ht-postPregnancy:0.074 Maternal Diagnosis:9ccs53:Hyperlipidem:-0.073 Newborn Diagnosis:9ccs59:Anemia:-0.072 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.072 Vital: Temp-avg1to3 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1348 | OR_unadj: 1.102 [0.834 1.456] | indivs AUC:0.527 Correlated most with: Maternal Diagnosis:9ccs210:SLE:0.099 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.083 Maternal Maternal Procedure History:36415-otherPregnancy:-0.077 Diagnosis:9ccs90:Eye infectn:-0.077 Diagnosis:9ccs7:Viral infect:-0.077 Maternal Maternal Lab History: MONOS-postPregnancy:0.072 Maternal Maternal Procedure History:99401-otherPregnancy:0.071 Newborn Diagnosis:9ccs191:Amnios dx:-0.071 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.069 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.068 * Vital: Wt for Length ZScore-avg13to16 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1287 | OR_unadj: 3.550 [2.689 4.687] | indivs AUC:0.715 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090 Maternal Diagnosis:9ccs185:Long pregncy:0.087 Newborn Diagnosis:9ccs59:Anemia:-0.080 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.080 Maternal Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:-0.079 Diagnosis:9ccs125:Bronchitis:0.076 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.075 Maternal Diagnosis:9ccs122:Pneumonia:0.073 Diagnosis:9ccs48:Thyroid dsor:-0.070 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.069 MatDeliveryAge | coef 0.006 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.006] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.518 Correlated most with: MatDeliveryAge:1.000 Maternal Diagnosis:9ccs176:Contraceptiv:0.265 Maternal Diagnosis:9ccs186:DM in preg:0.211 Maternal Diagnosis:9ccs189:Prev c-sectn:0.175 Maternal Vital: BP-postPregnancy:0.144 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.137 Maternal Diagnosis:9ccs49:DiabMel no c:0.137 Maternal Diagnosis:9ccs195:Ot compl bir:0.128 Maternal Vital: Wt-postPregnancy:0.124 Maternal Maternal Lab History: CREATININE-postPregnancy:0.114 * Vital: BMI-avg7to10 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1333 | OR_unadj: 2.458 [1.877 3.218] | indivs AUC:0.623 Correlated most with: Diagnosis:9ccs120:Hemmorhoids:0.117 Maternal Maternal Procedure History:90472-postPregnancy:0.103 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.097 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.094 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.094 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.085 Maternal Maternal Procedure History:81025-postPregnancy:0.084 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.082 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.081 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.080 * Vital: Wt-gain3to7 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1439 | OR_unadj: 1.333 [1.022 1.740] | indivs AUC:0.560 Correlated most with: Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:0.115 Diagnosis:9ccs236:Opn wnd extr:-0.093 Lab:292495 LEAD LEVEL - Sunrise:-0.091 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.086 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:0.084 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.083 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.083 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.082 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.078 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.077 Vital: Temp-avg19to24 | coef 0.006 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.006] | occ: 1373 | OR_unadj: 1.181 [0.894 1.561] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs133:Oth low resp:-0.092 Maternal Maternal Lab History: INHMOM-postPregnancy:0.085 Lab:294495 LEAD, BLOOD - LMC:0.081 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:-0.074 Maternal Diagnosis:9ccs130:Pleurisy:0.072 Maternal Vital: Temp-postPregnancy:0.072 Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.071 Diagnosis:9ccs154:Gastroent:-0.068 Maternal Diagnosis:9ccs9:Sexual Infxs:0.066 Diagnosis:9ccs92:Otitis media:0.066 * Vital: Wt-avg1to3 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1353 | OR_unadj: 1.405 [1.071 1.842] | indivs AUC:0.600 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.278 Maternal Diagnosis:9ccs184:Early labor:-0.237 Diagnosis:9ccs219:Low birth wt:-0.169 Maternal Diagnosis:9ccs185:Long pregncy:0.151 Newborn Diagnosis:9ccs256:Exam/eval:-0.136 Newborn Diagnosis:9ccs221:Resp distres:-0.113 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.099 Maternal Maternal Procedure History:86580-postPregnancy:-0.098 Diagnosis:9ccs87:Retinal dx:-0.097 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.095 Vital: BMI-gain5to10 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1455 | OR_unadj: 1.104 [0.834 1.462] | indivs AUC:0.488 Correlated most with: Maternal Diagnosis:9ccs200:Oth skin dx:-0.110 Lab:292495 LEAD LEVEL - Sunrise:0.095 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.087 Diagnosis:9ccs236:Opn wnd extr:0.085 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:0.084 Maternal Diagnosis:9ccs198:Ot infl skin:0.078 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.077 Maternal Diagnosis:9ccs143:Abdom hernia:0.077 Maternal Diagnosis:9ccs149:Biliary dx:0.073 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.072 Vital: HC-gain0to3 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1332 | OR_unadj: 0.871 [0.636 1.192] | indivs AUC:0.490 Correlated most with: Number of Visits:0.117 Maternal Maternal Lab History: INR-otherPregnancy:-0.090 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:-0.077 Diagnosis:9ccs126:Ot up rsp in:0.073 Maternal Diagnosis:9ccs7:Viral infect:-0.072 Diagnosis:9ccs137:Mouth dx:0.072 Diagnosis:9ccs49:DiabMel no c:-0.070 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:-0.069 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.069 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.068 * Vital: BMI-avg10to13 | coef 0.006 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.006] | occ: 1380 | OR_unadj: 2.656 [2.025 3.483] | indivs AUC:0.689 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.112 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.101 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.091 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.091 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.080 Maternal Diagnosis:9ccs126:Ot up rsp in:0.079 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.074 Maternal Diagnosis:9ccs56:Cystic fibro:0.073 Diagnosis:9ccs242:Poisn ot med:0.072 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.071 Vital: Temp-latest | coef 0.006 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.006] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.465 Correlated most with: Diagnosis:9ccs70:Schizo/rl dx:0.115 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.105 Lab:294495 LEAD, BLOOD - LMC:0.090 Diagnosis:9ccs154:Gastroent:-0.089 Maternal Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:0.085 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.079 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.079 Maternal Maternal Lab History: INHMOM-postPregnancy:0.078 Maternal Maternal Lab History: AST-otherPregnancy:0.075 Maternal Diagnosis:9ccs181:Ot preg comp:0.070 * Vital: Wt-gain0to3 | coef 0.006 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.006] | occ: 1401 | OR_unadj: 1.349 [1.031 1.765] | indivs AUC:0.605 Correlated most with: Number of Visits:0.150 Diagnosis:9ccs126:Ot up rsp in:0.121 Diagnosis:9ccs92:Otitis media:0.100 Newborn Diagnosis:9ccs143:Abdom hernia:-0.085 Newborn Diagnosis:9ccs133:Oth low resp:0.084 Diagnosis:9ccs10:Immuniz/scrn:0.083 Maternal Maternal Diagnosis:9ccs180:Ectopic preg-postPregnancy:-0.082 Maternal Diagnosis:9ccs3:Oth bact inf:-0.080 Maternal Maternal Lab History: FOLATE-otherPregnancy:-0.077 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:-0.077 * Maternal Vital: Wt-postPregnancy | coef 0.006 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.007] | occ: 666 | OR_unadj: 1.845 [1.336 2.549] | indivs AUC:0.588 Correlated most with: Maternal Vital: Wt-postPregnancy:1.000 Maternal Vital: Wt-otherPregnancy:0.634 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.311 Maternal Vital: Ht-postPregnancy:0.298 Maternal Vital: BP-postPregnancy:0.298 Maternal Vital: BP-otherPregnancy:0.297 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.281 Maternal Maternal Lab History: MCH-postPregnancy:-0.233 Maternal Vital: BMI Percentile-postPregnancy:0.207 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.205 Vital: BMI-gain3to7 | coef 0.006 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.006] | occ: 1430 | OR_unadj: 1.091 [0.835 1.425] | indivs AUC:0.512 Correlated most with: Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:0.106 Lab:292495 LEAD LEVEL - Sunrise:-0.095 Diagnosis:9ccs236:Opn wnd extr:-0.087 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.084 Diagnosis:9ccs246:FUO:0.081 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.081 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:0.081 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.080 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.079 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.079 Vital: Wt for Length ZScore-gain10to16 | coef 0.006 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.006] | occ: 1476 | OR_unadj: 1.137 [0.870 1.485] | indivs AUC:0.558 Correlated most with: Maternal Diagnosis:9ccs200:Oth skin dx:0.111 Diagnosis:9ccs199:Ulcer skin:-0.083 Diagnosis:9ccs5:HIV infectn:-0.078 Diagnosis:9ccs120:Hemmorhoids:-0.071 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.070 Diagnosis:9ccs118:Phlebitis:0.069 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.068 Maternal Diagnosis:9ccs5:HIV infectn:-0.067 Maternal Diagnosis:9ccs198:Ot infl skin:-0.065 Diagnosis:9ccs16:Liver/ibd ca:0.064 * Vital: Wt Change-avg19to24 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 880 | OR_unadj: 2.064 [1.510 2.823] | indivs AUC:0.612 Correlated most with: Number of Visits:-0.186 Diagnosis:9ccs92:Otitis media:-0.142 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:0.136 Diagnosis:9ccs126:Ot up rsp in:-0.126 Maternal Maternal Procedure History:97014-postPregnancy:-0.105 Diagnosis:9ccs133:Oth low resp:-0.099 Maternal Maternal Lab History: OXACILLIN-postPregnancy:0.091 Maternal Maternal Lab History: PH-otherPregnancy:-0.088 Diagnosis:9ccs125:Bronchitis:-0.085 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.084 * Vital: Wt-avg3to5 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1316 | OR_unadj: 1.676 [1.282 2.190] | indivs AUC:0.597 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.220 Maternal Diagnosis:9ccs184:Early labor:-0.140 Maternal Diagnosis:9ccs185:Long pregncy:0.136 Diagnosis:9ccs219:Low birth wt:-0.108 Maternal Vital: Wt-postPregnancy:0.096 Maternal Diagnosis:9ccs128:Asthma:-0.094 Diagnosis:9ccs87:Retinal dx:-0.092 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.091 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.089 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:0.087 * Vital: Wt for Length ZScore-avg19to24 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1347 | OR_unadj: 3.737 [2.826 4.943] | indivs AUC:0.763 Correlated most with: Maternal Vital: Wt-postPregnancy:0.101 Diagnosis:9ccs48:Thyroid dsor:-0.091 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.091 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.086 Diagnosis:9ccs259:Unclassified:-0.086 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.082 Maternal Vital: Wt-otherPregnancy:0.081 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.079 Newborn Diagnosis:9ccs59:Anemia:-0.079 Diagnosis:9ccs221:Resp distres:-0.071 * Vital: BMI-gain0to24 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1338 | OR_unadj: 3.923 [2.973 5.177] | indivs AUC:0.778 Correlated most with: Maternal Vital: Wt-postPregnancy:0.103 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.092 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.085 Diagnosis:9ccs259:Unclassified:-0.084 Diagnosis:9ccs48:Thyroid dsor:-0.079 Maternal Vital: BP-postPregnancy:0.074 Maternal Vital: Wt-otherPregnancy:0.073 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:0.073 Maternal Maternal Procedure History:99211-otherPregnancy:0.071 Vital: Wt-gain1to5 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1425 | OR_unadj: 1.212 [0.922 1.593] | indivs AUC:0.535 Correlated most with: Number of Visits:0.186 Diagnosis:9ccs126:Ot up rsp in:0.121 Diagnosis:9ccs7:Viral infect:0.096 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.086 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.085 Diagnosis:9ccs239:Superfic inj:0.084 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:-0.080 Maternal Maternal Procedure History:90472-postPregnancy:0.080 Diagnosis:9ccs154:Gastroent:-0.075 Diagnosis:9ccs135:Intest infct:0.074 Vital: HC-gain7to13 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1298 | OR_unadj: 1.240 [0.922 1.668] | indivs AUC:0.586 Correlated most with: Maternal Diagnosis:9ccs200:Oth skin dx:0.085 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.082 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.073 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.073 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.072 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.071 Maternal Maternal Diagnosis:9ccs123:Influenza-postPregnancy:0.071 Maternal Maternal Lab History: APTT-postPregnancy:0.070 Maternal Maternal Lab History: PATIENT-postPregnancy:0.070 Maternal Diagnosis:9ccs210:SLE:0.070 * Vital: Wt-avg5to7 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1315 | OR_unadj: 2.102 [1.606 2.750] | indivs AUC:0.606 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.190 Maternal Diagnosis:9ccs184:Early labor:-0.126 Diagnosis:9ccs238:Complic proc:-0.108 Newborn Diagnosis:9ccs221:Resp distres:-0.103 Maternal Diagnosis:9ccs185:Long pregncy:0.102 Maternal Vital: SpO2-postPregnancy:-0.094 Diagnosis:9ccs219:Low birth wt:-0.091 Maternal Vital: Wt-postPregnancy:0.091 Newborn Diagnosis:9ccs59:Anemia:-0.084 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.084 Vital: Temp-avg7to10 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1351 | OR_unadj: 0.832 [0.534 1.296] | indivs AUC:0.478 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.195 Diagnosis:9ccs255:Social admin:-0.173 Diagnosis:9ccs7:Viral infect:-0.111 Number of Visits:-0.107 Diagnosis:9ccs126:Ot up rsp in:-0.105 Diagnosis:9ccs74:Ot mentl cnd:-0.095 Diagnosis:9ccs217:Ot cong anom:-0.094 Diagnosis:9ccs257:Ot aftercare:-0.090 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:0.079 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:0.075 Vital: HR-latest | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1010 | OR_unadj: 0.762 [0.553 1.050] | indivs AUC:0.540 Correlated most with: Maternal Diagnosis:9ccs102:Chest pain:0.115 Diagnosis:9ccs10:Immuniz/scrn:0.112 Diagnosis:9ccs70:Schizo/rl dx:0.083 Diagnosis:9ccs217:Ot cong anom:0.083 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.083 Maternal Maternal Lab History: BUN-postPregnancy:-0.081 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.071 Maternal Vital: Ht-postPregnancy:-0.071 Diagnosis:9ccs221:Resp distres:0.071 Maternal Diagnosis:9ccs24:Breast cancr:0.071 Vital: HC-gain1to5 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1346 | OR_unadj: 0.866 [0.657 1.140] | indivs AUC:0.519 Correlated most with: Number of Visits:0.099 Diagnosis:9ccs125:Bronchitis:0.091 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.091 Diagnosis:9ccs154:Gastroent:-0.089 Maternal Vital: PL-otherPregnancy:-0.084 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.082 Maternal Maternal Diagnosis:10ccs84:Headache/mig-postPregnancy:-0.078 Newborn Diagnosis:9ccs222:Perint jaund:0.077 Diagnosis:9ccs163:Other GU dx:0.076 Diagnosis:9ccs126:Ot up rsp in:0.075 Vital: Ht Percentile-gain16to24 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.554 Correlated most with: Diagnosis:9ccs0:No DX:0.102 Diagnosis:9ccs258:Other screen:-0.095 Maternal Maternal Procedure History:90772-postPregnancy:-0.087 Maternal Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.087 Maternal Maternal Procedure History:90663-postPregnancy:0.083 Maternal Maternal Procedure History:90470-postPregnancy:0.083 Maternal Maternal Procedure History:J1055-postPregnancy:-0.082 Diagnosis:9ccs51:Ot endo dsor:-0.076 Lab:296169 RETICULOCYTE COUNT- LMC:-0.074 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.073 Vital: Temp-avg13to16 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1313 | OR_unadj: 1.227 [0.936 1.609] | indivs AUC:0.567 Correlated most with: Diagnosis:9ccs92:Otitis media:0.145 Maternal Vital: BMI-otherPregnancy:0.130 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.124 Maternal Maternal Lab History: GLUCOSE POCT-otherPregnancy:0.096 Maternal Diagnosis:9ccs89:Blindness:0.089 Maternal Diagnosis:9ccs149:Biliary dx:0.085 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.082 Maternal Diagnosis:9ccs183:HTN in preg:0.081 Diagnosis:9ccs124:Tonsillitis:0.081 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy:0.080 Vital: Wt for Length ZScore-gain16to24 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1432 | OR_unadj: 1.066 [0.815 1.393] | indivs AUC:0.594 Correlated most with: Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:-0.093 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:-0.078 Maternal Vital: BMI-postPregnancy:0.074 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.070 Maternal Diagnosis:9ccs204:Ot joint dx:-0.069 Maternal Maternal Procedure History:81000-otherPregnancy:0.068 Maternal Maternal Lab History: RETIC HGB-postPregnancy:-0.067 Maternal Maternal Lab History: MPV-postPregnancy:-0.065 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.065 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.065 * Vital: Wt-gain5to10 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1444 | OR_unadj: 1.450 [1.102 1.909] | indivs AUC:0.564 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.096 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:0.095 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.092 Maternal Diagnosis:9ccs143:Abdom hernia:0.085 Maternal Diagnosis:9ccs198:Ot infl skin:0.084 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.081 Maternal Diagnosis:9ccs200:Oth skin dx:-0.080 Diagnosis:9ccs236:Opn wnd extr:0.077 Maternal Diagnosis:9ccs117:Ot circul dx:-0.076 Maternal Diagnosis:9ccs149:Biliary dx:0.074 * Vital: Wt for Length ZScore-avg16to19 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1267 | OR_unadj: 3.111 [2.368 4.088] | indivs AUC:0.781 Correlated most with: Maternal Vital: Wt Percentile-postPregnancy:0.093 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.087 Maternal Vital: BMI Percentile-postPregnancy:0.083 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.082 Maternal Maternal Procedure History:J1055-postPregnancy:-0.082 Maternal Diagnosis:9ccs163:Other GU dx:-0.076 Diagnosis:9ccs48:Thyroid dsor:-0.074 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.073 Diagnosis:9ccs87:Retinal dx:-0.073 Maternal Vital: BMI-postPregnancy:0.072 * Vital: Wt for Length ZScore-gain13to19 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1451 | OR_unadj: 1.313 [1.006 1.713] | indivs AUC:0.514 Correlated most with: Diagnosis:9ccs5:HIV infectn:0.092 Newborn Diagnosis:9ccs223:Birth trauma:-0.077 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.071 Maternal Diagnosis:9ccs55:Fluid/elc dx:-0.071 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.068 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.066 Maternal Maternal Lab History: RETIC HGB-postPregnancy:0.066 Diagnosis:9ccs163:Other GU dx:-0.065 Newborn Diagnosis:9ccs222:Perint jaund:0.065 Maternal Maternal Lab History: RET %-postPregnancy:-0.064 * Vital: BMI-gain7to13 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1475 | OR_unadj: 1.324 [1.001 1.752] | indivs AUC:0.542 Correlated most with: Maternal Diagnosis:9ccs200:Oth skin dx:0.117 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:-0.096 Maternal Diagnosis:9ccs69:Affective dx:-0.083 Maternal Maternal Procedure History:86580-postPregnancy:-0.079 Maternal Diagnosis:9ccs126:Ot up rsp in:0.078 Diagnosis:9ccs5:HIV infectn:-0.075 Diagnosis:9ccs10:Immuniz/scrn:-0.068 Diagnosis:9ccs16:Liver/ibd ca:0.068 Maternal Maternal Procedure History:36416-postPregnancy:-0.066 Maternal Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:0.064 * Vital: Wt for Length ZScore-avg7to10 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1331 | OR_unadj: 2.704 [2.060 3.548] | indivs AUC:0.643 Correlated most with: Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.094 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.093 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.088 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.084 Maternal Maternal Procedure History:93005-postPregnancy:-0.080 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.077 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.076 Maternal Diagnosis:9ccs198:Ot infl skin:0.076 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.076 Newborn Diagnosis:9ccs59:Anemia:-0.076 * Vital: BMI-avg1to3 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1340 | OR_unadj: 1.980 [1.513 2.590] | indivs AUC:0.662 Correlated most with: Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.141 Newborn Diagnosis:9ccs219:Low birth wt:-0.109 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.103 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.094 Diagnosis:9ccs219:Low birth wt:-0.084 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.082 Maternal Diagnosis:9ccs205:Back problem:-0.077 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.076 Maternal Diagnosis:9ccs47:Ot bnign neo:0.074 Diagnosis:9ccs125:Bronchitis:0.071 * Vital: Ht-gain7to13 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1451 | OR_unadj: 1.379 [1.027 1.851] | indivs AUC:0.532 Correlated most with: Maternal Diagnosis:9ccs200:Oth skin dx:0.105 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:-0.103 Maternal Diagnosis:9ccs69:Affective dx:-0.090 Maternal Maternal Procedure History:86580-postPregnancy:-0.077 Diagnosis:9ccs232:Sprain:-0.066 Maternal Maternal Procedure History:36416-postPregnancy:-0.066 Maternal Diagnosis:9ccs126:Ot up rsp in:0.065 Diagnosis:9ccs5:HIV infectn:-0.063 Diagnosis:9ccs52:Nutrit defic:-0.062 Maternal Diagnosis:9ccs139:Gasduo ulcer:-0.062 Vital: Ht-gain16to24 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1417 | OR_unadj: 1.402 [0.978 2.008] | indivs AUC:0.553 Correlated most with: Maternal Maternal Lab History: APTT-postPregnancy:0.080 Maternal Maternal Lab History: PATIENT-postPregnancy:0.080 Maternal Diagnosis:9ccs189:Prev c-sectn:0.076 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.074 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.072 Diagnosis:9ccs4:Mycoses:-0.065 Newborn Diagnosis:9ccs133:Oth low resp:-0.063 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.062 Number of Visits:-0.061 Maternal Maternal Procedure History:J1055-postPregnancy:-0.059 Vital: Ht-gain0to3 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1394 | OR_unadj: 0.853 [0.644 1.129] | indivs AUC:0.537 Correlated most with: Number of Visits:0.136 Diagnosis:9ccs126:Ot up rsp in:0.108 Newborn Diagnosis:9ccs143:Abdom hernia:-0.089 Maternal Maternal Lab History: INR-otherPregnancy:-0.086 Maternal Diagnosis:9ccs3:Oth bact inf:-0.083 Diagnosis:9ccs16:Liver/ibd ca:0.082 Newborn Diagnosis:9ccs133:Oth low resp:0.080 Maternal Maternal Diagnosis:9ccs180:Ectopic preg-postPregnancy:-0.078 Diagnosis:9ccs10:Immuniz/scrn:0.076 Diagnosis:9ccs92:Otitis media:0.074 * Vital: Wt for Length ZScore-latest | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.783 Correlated most with: Maternal Vital: Wt-postPregnancy:0.106 Diagnosis:9ccs126:Ot up rsp in:0.093 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:0.089 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.083 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.082 Maternal Vital: Temp-otherPregnancy:0.082 Maternal Vital: Wt-otherPregnancy:0.077 Maternal Diagnosis:9ccs139:Gasduo ulcer:-0.073 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071 Diagnosis:9ccs48:Thyroid dsor:-0.071 * Vital: Wt Change-avg16to19 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 712 | OR_unadj: 1.794 [1.198 2.685] | indivs AUC:0.516 Correlated most with: Number of Visits:-0.238 Diagnosis:9ccs90:Eye infectn:-0.120 Diagnosis:9ccs257:Ot aftercare:-0.120 Diagnosis:9ccs10:Immuniz/scrn:-0.119 Diagnosis:9ccs135:Intest infct:-0.119 Diagnosis:9ccs126:Ot up rsp in:-0.116 Diagnosis:9ccs92:Otitis media:-0.111 Maternal Diagnosis:9ccs75:Hx mental dx:0.100 Diagnosis:9ccs242:Poisn ot med:-0.100 Diagnosis:9ccs7:Viral infect:-0.099 * Vital: Wt for Length ZScore-avg5to7 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1297 | OR_unadj: 2.431 [1.856 3.184] | indivs AUC:0.646 Correlated most with: Maternal Vital: SpO2-postPregnancy:-0.094 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.094 Newborn Diagnosis:9ccs59:Anemia:-0.094 Diagnosis:9ccs238:Complic proc:-0.091 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.090 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.086 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.084 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.077 Lab:294199 BILIRUBIN SCAN - LMC:-0.077 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.075 * Vital: Wt-avg10to13 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1399 | OR_unadj: 2.696 [2.056 3.535] | indivs AUC:0.688 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.118 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.116 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.103 Maternal Vital: Wt-postPregnancy:0.102 Newborn Diagnosis:9ccs219:Low birth wt:-0.094 Maternal Diagnosis:9ccs200:Oth skin dx:0.083 Diagnosis:9ccs219:Low birth wt:-0.083 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.078 Diagnosis:9ccs87:Retinal dx:-0.075 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.075 * Vital: Wt Change-latest | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 979 | OR_unadj: 1.660 [1.219 2.259] | indivs AUC:0.608 Correlated most with: Number of Visits:-0.181 Diagnosis:9ccs126:Ot up rsp in:-0.138 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:0.127 Diagnosis:9ccs92:Otitis media:-0.120 Diagnosis:9ccs125:Bronchitis:-0.110 Maternal Maternal Procedure History:90746-postPregnancy:-0.099 Newborn Diagnosis:9ccs143:Abdom hernia:0.097 Maternal Diagnosis:9ccs75:Hx mental dx:0.086 Diagnosis:9ccs133:Oth low resp:-0.082 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:-0.082 Vital: Ht-avg0to1 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1326 | OR_unadj: 0.954 [0.722 1.262] | indivs AUC:0.490 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.348 Maternal Diagnosis:9ccs184:Early labor:-0.342 Diagnosis:9ccs219:Low birth wt:-0.204 Newborn Diagnosis:9ccs221:Resp distres:-0.162 Maternal Diagnosis:9ccs185:Long pregncy:0.159 Newborn Diagnosis:9ccs222:Perint jaund:-0.135 Maternal Diagnosis:9ccs183:HTN in preg:-0.127 Newborn Diagnosis:9ccs256:Exam/eval:-0.126 Diagnosis:9ccs143:Abdom hernia:-0.112 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.103 * Vital: Wt-gain7to13 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.006] | occ: 1465 | OR_unadj: 1.582 [1.200 2.085] | indivs AUC:0.584 Correlated most with: Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:-0.108 Maternal Maternal Procedure History:86580-postPregnancy:-0.082 Maternal Diagnosis:9ccs200:Oth skin dx:0.081 Diagnosis:9ccs5:HIV infectn:-0.077 Maternal Maternal Lab History: WBC-postPregnancy:-0.070 Newborn Diagnosis:9ccs143:Abdom hernia:0.067 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.067 Diagnosis:9ccs10:Immuniz/scrn:-0.066 Diagnosis:9ccs16:Liver/ibd ca:0.066 Maternal Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:0.065 Vital: Wt Percentile-gain16to24 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 961 | OR_unadj: 1.048 [0.733 1.496] | indivs AUC:0.531 Correlated most with: Maternal Diagnosis:9ccs138:Esophgeal dx:-0.094 Maternal Vital: BMI-otherPregnancy:-0.092 Maternal Vital: Wt Change-otherPregnancy:0.085 Diagnosis:9ccs0:No DX:0.084 Diagnosis:9ccs74:Ot mentl cnd:0.077 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.074 Maternal Diagnosis:9ccs50:DiabMel w/cm:-0.073 Diagnosis:9ccs233:Intracrn inj:0.072 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.071 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.071 * Vital: Wt for Length ZScore-gain0to24 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.783 Correlated most with: Maternal Vital: Wt-postPregnancy:0.106 Diagnosis:9ccs126:Ot up rsp in:0.093 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:0.089 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.083 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.082 Maternal Vital: Temp-otherPregnancy:0.082 Maternal Vital: Wt-otherPregnancy:0.077 Maternal Diagnosis:9ccs139:Gasduo ulcer:-0.073 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071 Diagnosis:9ccs48:Thyroid dsor:-0.071 Vital: Ht Percentile-gain7to13 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 713 | OR_unadj: 1.104 [0.782 1.559] | indivs AUC:0.479 Correlated most with: Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.098 Maternal Maternal Procedure History:93005-postPregnancy:-0.093 Maternal Vital: Wt Change-otherPregnancy:-0.089 Maternal Vital: Wt Change-postPregnancy:0.087 Maternal Diagnosis:9ccs7:Viral infect:-0.085 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.081 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.081 Diagnosis:9ccs120:Hemmorhoids:0.080 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.080 Maternal Diagnosis:9ccs89:Blindness:-0.076 Vital: BMI-gain10to16 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1448 | OR_unadj: 1.186 [0.893 1.575] | indivs AUC:0.540 Correlated most with: Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.099 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.084 Diagnosis:9ccs5:HIV infectn:0.079 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.079 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.074 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.070 Diagnosis:9ccs52:Nutrit defic:0.069 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.068 Diagnosis:9ccs163:Other GU dx:-0.067 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.067 * Vital: Wt-latest | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1626 | OR_unadj: 3.500 [2.571 4.766] | indivs AUC:0.761 Correlated most with: Number of Visits:0.377 Diagnosis:9ccs126:Ot up rsp in:0.281 Diagnosis:9ccs10:Immuniz/scrn:0.260 Diagnosis:9ccs92:Otitis media:0.212 Diagnosis:9ccs7:Viral infect:0.178 Diagnosis:9ccs257:Ot aftercare:0.155 Maternal Vital: Wt-postPregnancy:0.139 Diagnosis:9ccs135:Intest infct:0.138 Diagnosis:9ccs90:Eye infectn:0.129 Maternal Maternal Procedure History:36415-otherPregnancy:-0.110 * Vital: Wt-avg7to10 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1355 | OR_unadj: 2.480 [1.894 3.248] | indivs AUC:0.633 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.112 Maternal Vital: Wt-postPregnancy:0.107 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.102 Maternal Diagnosis:9ccs185:Long pregncy:0.094 Diagnosis:9ccs219:Low birth wt:-0.091 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.088 Diagnosis:9ccs87:Retinal dx:-0.085 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.084 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.083 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.082 Vital: HC-gain16to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.006] | occ: 1064 | OR_unadj: 0.868 [0.662 1.137] | indivs AUC:0.535 Correlated most with: Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.071 Maternal Maternal Procedure History:J1055-postPregnancy:-0.063 Maternal Diagnosis:9ccs244:Other injury:-0.063 Maternal Diagnosis:9ccs159:UTI:-0.062 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:-0.062 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.062 Diagnosis:9ccs171:Menstrual dx:0.061 Maternal Maternal Lab History: METAMYELOCYTE-otherPregnancy:-0.060 Lab:292495 LEAD LEVEL - Sunrise:0.060 Diagnosis:9ccs209:Ot acq defor:0.056 Vital: HC-gain3to7 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1310 | OR_unadj: 1.076 [0.825 1.404] | indivs AUC:0.578 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.075 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.073 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:0.072 Lab:292495 LEAD LEVEL - Sunrise:-0.071 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:-0.070 Diagnosis:9ccs246:FUO:0.070 Diagnosis:9ccs236:Opn wnd extr:-0.069 Diagnosis:9ccs196:Nml preg/del:0.069 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-otherPregnancy:0.068 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:-0.068 Vital: Ht-avg1to3 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1348 | OR_unadj: 0.914 [0.694 1.204] | indivs AUC:0.517 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.303 Maternal Diagnosis:9ccs184:Early labor:-0.278 Diagnosis:9ccs219:Low birth wt:-0.175 Maternal Diagnosis:9ccs185:Long pregncy:0.151 Diagnosis:9ccs87:Retinal dx:-0.138 Maternal Diagnosis:9ccs193:OB-related perin trauma:0.129 Newborn Diagnosis:9ccs222:Perint jaund:-0.123 Maternal Diagnosis:9ccs5:HIV infectn:-0.122 Diagnosis:9ccs143:Abdom hernia:-0.119 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117 Vital: HC-latest | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.592 Correlated most with: Number of Visits:0.302 Diagnosis:9ccs126:Ot up rsp in:0.252 Diagnosis:9ccs10:Immuniz/scrn:0.246 Diagnosis:9ccs92:Otitis media:0.214 Diagnosis:9ccs257:Ot aftercare:0.211 Diagnosis:9ccs7:Viral infect:0.160 Diagnosis:9ccs125:Bronchitis:0.152 Diagnosis:9ccs135:Intest infct:0.150 Diagnosis:9ccs90:Eye infectn:0.137 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.128 Vital: Ht-avg7to10 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1332 | OR_unadj: 1.262 [0.963 1.654] | indivs AUC:0.531 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.129 Maternal Vital: Ht-postPregnancy:0.115 Maternal Diagnosis:9ccs5:HIV infectn:-0.099 Maternal Diagnosis:9ccs184:Early labor:-0.098 Maternal Diagnosis:9ccs185:Long pregncy:0.097 Maternal Diagnosis:9ccs193:OB-related perin trauma:0.094 Diagnosis:9ccs87:Retinal dx:-0.084 Maternal Diagnosis:9ccs161:Ot dx kidney:0.080 Diagnosis:9ccs219:Low birth wt:-0.079 Maternal Vital: Wt-postPregnancy:0.076 * Vital: Wt-avg16to19 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1298 | OR_unadj: 3.060 [2.331 4.017] | indivs AUC:0.736 Correlated most with: Maternal Vital: Wt-postPregnancy:0.093 Maternal Diagnosis:9ccs185:Long pregncy:0.092 Maternal Diagnosis:9ccs122:Pneumonia:0.089 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.086 Maternal Vital: Wt-otherPregnancy:0.082 Maternal Diagnosis:9ccs200:Oth skin dx:0.082 Diagnosis:9ccs87:Retinal dx:-0.073 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.070 Diagnosis:9ccs48:Thyroid dsor:-0.070 Vital: Ht-gain5to10 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1429 | OR_unadj: 1.097 [0.806 1.493] | indivs AUC:0.492 Correlated most with: Maternal Diagnosis:9ccs200:Oth skin dx:-0.108 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:0.094 Maternal Diagnosis:9ccs143:Abdom hernia:0.082 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.081 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.081 Lab:292495 LEAD LEVEL - Sunrise:0.079 Diagnosis:9ccs236:Opn wnd extr:0.072 Maternal Vital: Wt Percentile-otherPregnancy:0.069 Maternal Maternal Procedure History:81000-postPregnancy:0.068 Maternal Diagnosis:9ccs98:HTN:0.066 Vital: Wt-gain13to19 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1408 | OR_unadj: 1.117 [0.855 1.458] | indivs AUC:0.590 Correlated most with: Maternal Diagnosis:9ccs250:Nausea/vomit:-0.078 Maternal Maternal Lab History: RET %-postPregnancy:0.067 Maternal Maternal Procedure History:86703-postPregnancy:-0.066 Diagnosis:9ccs233:Intracrn inj:-0.066 Maternal Diagnosis:9ccs175:Ot femal gen:-0.065 Number of Visits:0.065 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:-0.064 Maternal Diagnosis:9ccs46:Bnign ut neo:0.063 Newborn Diagnosis:9ccs143:Abdom hernia:-0.063 Maternal Maternal Lab History: RET ABS-postPregnancy:0.063 * Vital: BMI-avg5to7 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1293 | OR_unadj: 2.167 [1.657 2.835] | indivs AUC:0.634 Correlated most with: Maternal Vital: SpO2-postPregnancy:-0.110 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.105 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.104 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.099 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.090 Diagnosis:9ccs238:Complic proc:-0.089 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.089 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.089 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.087 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.084 Vital: HC-gain10to16 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1222 | OR_unadj: 1.142 [0.874 1.492] | indivs AUC:0.484 Correlated most with: Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.090 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.080 Diagnosis:9ccs256:Exam/eval:-0.077 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.075 Diagnosis:9ccs154:Gastroent:-0.070 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.070 Maternal Maternal Diagnosis:9ccs123:Influenza-postPregnancy:-0.069 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.068 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.068 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.067 Vital: BMI-gain13to19 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1431 | OR_unadj: 0.840 [0.643 1.097] | indivs AUC:0.566 Correlated most with: Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:-0.084 Maternal Diagnosis:9ccs250:Nausea/vomit:-0.071 Maternal Vital: Wt Percentile-otherPregnancy:0.067 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.066 Diagnosis:9ccs163:Other GU dx:0.065 Maternal Maternal Procedure History:86703-postPregnancy:-0.065 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.064 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.061 Maternal Diagnosis:9ccs3:Oth bact inf:0.061 Maternal Maternal Lab History: FERRITIN-otherPregnancy:-0.061 Vital: Wt for Len Percentile-gain5to10 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1245 | OR_unadj: 0.990 [0.750 1.306] | indivs AUC:0.481 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:0.105 Maternal Diagnosis:9ccs200:Oth skin dx:-0.097 Lab:292495 LEAD LEVEL - Sunrise:0.094 Maternal Diagnosis:9ccs184:Early labor:0.093 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.086 Maternal Diagnosis:9ccs198:Ot infl skin:0.085 Maternal Diagnosis:9ccs117:Ot circul dx:-0.083 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.077 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.075 Maternal Diagnosis:9ccs60:Acut p-h anm:0.073 Vital: Wt for Len Percentile-gain16to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1289 | OR_unadj: 0.818 [0.613 1.091] | indivs AUC:0.488 Correlated most with: Maternal Diagnosis:9ccs138:Esophgeal dx:-0.076 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.073 Newborn Diagnosis:9ccs133:Oth low resp:-0.072 Diagnosis:9ccs61:Sickle cell:-0.068 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:-0.067 Diagnosis:9ccs233:Intracrn inj:0.067 Maternal Maternal Lab History: A/G-otherPregnancy:0.066 Diagnosis:9ccs234:Crush injury:-0.064 Maternal Diagnosis:9ccs189:Prev c-sectn:0.063 Number of Visits:-0.062 Vital: Ht-gain1to5 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1420 | OR_unadj: 0.786 [0.598 1.035] | indivs AUC:0.479 Correlated most with: Number of Visits:0.163 Diagnosis:9ccs126:Ot up rsp in:0.103 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.095 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.085 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:-0.084 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:-0.084 Maternal Vital: RR-otherPregnancy:0.083 Maternal Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.081 Diagnosis:9ccs135:Intest infct:0.079 Maternal Diagnosis:9ccs198:Ot infl skin:0.076 Vital: HC-avg0to1 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1191 | OR_unadj: 1.052 [0.803 1.378] | indivs AUC:0.538 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:-0.279 Newborn Diagnosis:9ccs219:Low birth wt:-0.256 Diagnosis:9ccs219:Low birth wt:-0.160 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.160 Maternal Diagnosis:9ccs185:Long pregncy:0.131 Newborn Diagnosis:9ccs256:Exam/eval:-0.107 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:-0.100 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.091 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.090 Newborn Diagnosis:9ccs94:Other ear dx:0.089 Vital: Ht-avg10to13 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1381 | OR_unadj: 1.307 [0.998 1.712] | indivs AUC:0.544 Correlated most with: Maternal Vital: Ht-postPregnancy:0.122 Newborn Diagnosis:9ccs219:Low birth wt:-0.118 Maternal Diagnosis:9ccs185:Long pregncy:0.102 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.091 Maternal Vital: Ht-otherPregnancy:0.083 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.081 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.081 Maternal Vital: Wt-postPregnancy:0.080 Maternal Diagnosis:9ccs184:Early labor:-0.079 Diagnosis:9ccs87:Retinal dx:-0.075 Vital: HC-gain5to10 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1305 | OR_unadj: 1.028 [0.772 1.370] | indivs AUC:0.434 Correlated most with: Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.127 Maternal Vital: Ht-otherPregnancy:-0.103 Maternal Maternal Procedure History:97140-postPregnancy:0.096 Maternal Diagnosis:9ccs200:Oth skin dx:-0.086 Lab:292495 LEAD LEVEL - Sunrise:0.079 Maternal Maternal Lab History: PTT-postPregnancy:-0.078 Maternal Maternal Lab History: CREATININE-postPregnancy:-0.076 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.073 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.071 Maternal Vital: BMI-postPregnancy:0.069 * Vital: Ht Percentile-latest | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1043 | OR_unadj: 1.325 [1.003 1.751] | indivs AUC:0.562 Correlated most with: Maternal Vital: Ht-postPregnancy:0.144 Newborn Diagnosis:9ccs219:Low birth wt:-0.098 Maternal Vital: Ht-otherPregnancy:0.093 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.085 Diagnosis:9ccs89:Blindness:0.081 Maternal Vital: Wt-postPregnancy:0.079 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.077 Maternal Maternal Procedure History:96372-otherPregnancy:-0.074 Maternal Maternal Lab History: RBC-otherPregnancy:0.072 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.071 Vital: Wt-gain10to16 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1422 | OR_unadj: 1.239 [0.917 1.676] | indivs AUC:0.579 Correlated most with: Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.093 Diagnosis:9ccs5:HIV infectn:0.075 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.069 Maternal Diagnosis:9ccs55:Fluid/elc dx:-0.068 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.068 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.068 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.067 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.066 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.065 Diagnosis:9ccs52:Nutrit defic:0.064 * Vital: Wt Percentile-gain13to19 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 826 | OR_unadj: 0.644 [0.432 0.961] | indivs AUC:0.495 Correlated most with: Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:-0.108 Maternal Diagnosis:9ccs250:Nausea/vomit:-0.093 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:-0.087 Newborn Diagnosis:9ccs143:Abdom hernia:-0.086 Diagnosis:9ccs0:No DX:0.079 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.078 Diagnosis:9ccs257:Ot aftercare:0.076 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:-0.075 Maternal Maternal Lab History: RET %-postPregnancy:0.072 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.070 Vital: HC-gain13to19 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1080 | OR_unadj: 0.985 [0.755 1.286] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs128:Asthma:0.079 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.074 Newborn Diagnosis:9ccs223:Birth trauma:0.070 Maternal Diagnosis:9ccs46:Bnign ut neo:0.070 Maternal Diagnosis:9ccs172:Ovarian cyst:0.068 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:-0.067 Maternal Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:0.064 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:-0.064 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.063 Maternal Maternal Lab History: METAMYELOCYTE-otherPregnancy:0.062 Vital: Ht-gain3to7 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1405 | OR_unadj: 1.120 [0.858 1.461] | indivs AUC:0.523 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:-0.091 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.087 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:0.083 Diagnosis:9ccs236:Opn wnd extr:-0.083 Diagnosis:9ccs246:FUO:0.081 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.080 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:-0.079 Maternal Maternal Procedure History:86580-postPregnancy:-0.073 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.072 Diagnosis:9ccs240:Burns:-0.071 Vital: Ht-gain13to19 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1378 | OR_unadj: 0.895 [0.685 1.171] | indivs AUC:0.438 Correlated most with: Maternal Diagnosis:9ccs46:Bnign ut neo:0.079 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:-0.076 Maternal Diagnosis:9ccs250:Nausea/vomit:-0.075 Maternal Diagnosis:9ccs172:Ovarian cyst:0.070 Maternal Vital: Wt Percentile-otherPregnancy:0.065 Maternal Maternal Procedure History:86703-postPregnancy:-0.064 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:-0.063 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.062 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.060 Maternal Diagnosis:9ccs194:Forceps del:0.058 Vital: Ht Percentile-gain13to19 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 832 | OR_unadj: 0.955 [0.693 1.316] | indivs AUC:0.478 Correlated most with: Maternal Vital: Wt Change-postPregnancy:0.089 Newborn Diagnosis:9ccs143:Abdom hernia:-0.085 Diagnosis:9ccs171:Menstrual dx:-0.082 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.082 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.078 Maternal Vital: BMI-postPregnancy:-0.076 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.075 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.071 Diagnosis:9ccs49:DiabMel no c:0.071 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.070 Vital: Wt Change-avg10to13 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 631 | OR_unadj: 1.185 [0.802 1.752] | indivs AUC:0.443 Correlated most with: Maternal Maternal Procedure History:J7300-postPregnancy:0.114 Maternal Diagnosis:9ccs133:Oth low resp:0.107 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.102 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.096 Diagnosis:9ccs256:Exam/eval:0.095 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.093 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.091 Maternal Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:-0.091 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.089 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.086 * Vital: Ht-avg13to16 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1287 | OR_unadj: 1.332 [1.019 1.741] | indivs AUC:0.515 Correlated most with: Maternal Vital: Ht-postPregnancy:0.136 Newborn Diagnosis:9ccs219:Low birth wt:-0.120 Maternal Maternal Lab History: LH-postPregnancy:-0.098 Maternal Vital: Wt-postPregnancy:0.098 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.092 Diagnosis:9ccs2:Septicemia:0.082 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.080 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.079 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.076 Maternal Vital: Ht-otherPregnancy:0.075 Vital: Wt for Len Percentile-gain7to13 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1290 | OR_unadj: 0.991 [0.753 1.305] | indivs AUC:0.576 Correlated most with: Maternal Diagnosis:9ccs200:Oth skin dx:0.101 Diagnosis:9ccs5:HIV infectn:-0.081 Diagnosis:9ccs16:Liver/ibd ca:0.069 Maternal Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:0.069 Diagnosis:9ccs210:SLE:0.068 Diagnosis:9ccs10:Immuniz/scrn:-0.067 Maternal Diagnosis:9ccs69:Affective dx:-0.064 Newborn Diagnosis:9ccs143:Abdom hernia:0.063 Maternal Maternal Procedure History:86580-postPregnancy:-0.062 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.061 * Vital: Wt-avg19to24 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1372 | OR_unadj: 3.824 [2.897 5.047] | indivs AUC:0.770 Correlated most with: Maternal Vital: Wt-postPregnancy:0.123 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.098 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.098 Maternal Vital: Wt-otherPregnancy:0.097 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.092 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.090 Maternal Vital: Ht-postPregnancy:0.084 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.082 Maternal Diagnosis:9ccs182:Hemorr preg:-0.080 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.076 Vital: Ht Percentile-gain10to16 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 768 | OR_unadj: 0.941 [0.680 1.302] | indivs AUC:0.513 Correlated most with: Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.099 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.094 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.091 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.086 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.086 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.085 Newborn Diagnosis:9ccs214:GI cong anom:0.084 Lab:294495 LEAD, BLOOD - LMC:0.084 Maternal Maternal Procedure History:97014-postPregnancy:-0.083 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.081 Vital: Ht-gain10to16 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1404 | OR_unadj: 1.132 [0.839 1.528] | indivs AUC:0.537 Correlated most with: Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.096 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.078 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.077 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.077 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.076 Maternal Diagnosis:9ccs46:Bnign ut neo:-0.075 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.075 Maternal Diagnosis:9ccs172:Ovarian cyst:-0.071 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.068 Diagnosis:9ccs92:Otitis media:0.067 Vital: HC-avg1to3 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1229 | OR_unadj: 0.920 [0.701 1.208] | indivs AUC:0.492 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:-0.219 Newborn Diagnosis:9ccs219:Low birth wt:-0.212 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.130 Diagnosis:9ccs219:Low birth wt:-0.111 Maternal Diagnosis:9ccs185:Long pregncy:0.101 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.099 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.097 Diagnosis:9ccs75:Hx mental dx:0.093 Newborn Diagnosis:9ccs256:Exam/eval:-0.090 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.082 Vital: Wt Change-avg13to16 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 654 | OR_unadj: 1.355 [0.943 1.946] | indivs AUC:0.524 Correlated most with: Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.157 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.135 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.129 Number of Visits:-0.118 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.115 Newborn Diagnosis:9ccs143:Abdom hernia:0.110 Maternal Diagnosis:9ccs122:Pneumonia:0.107 Maternal Maternal Procedure History:87880-postPregnancy:0.102 Maternal Maternal Lab History: POLYS-postPregnancy:0.093 Maternal Diagnosis:9ccs10:Immuniz/scrn:-0.093 Vital: Wt Percentile-gain7to13 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 698 | OR_unadj: 1.247 [0.851 1.830] | indivs AUC:0.515 Correlated most with: Diagnosis:9ccs5:HIV infectn:-0.110 Maternal Vital: Wt Change-otherPregnancy:-0.110 Maternal Vital: Wt Change-postPregnancy:0.093 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.092 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.085 Maternal Diagnosis:9ccs56:Cystic fibro:0.084 Newborn Diagnosis:9ccs143:Abdom hernia:0.081 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.079 Maternal Diagnosis:9ccs217:Ot cong anom:-0.077 Diagnosis:10ccs238:Complic proc:0.077 Maternal Vital: HR-postPregnancy | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 587 | OR_unadj: 0.960 [0.669 1.378] | indivs AUC:0.514 Correlated most with: Maternal Vital: HR-postPregnancy:1.000 Maternal Vital: HR-otherPregnancy:0.327 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.169 Maternal Vital: PL-postPregnancy:0.159 Maternal Vital: PL-otherPregnancy:0.150 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.113 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.107 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.105 Maternal Vital: Wt Change-postPregnancy:0.104 Maternal Maternal Lab History: WBC-postPregnancy:0.104 * Vital: Wt-avg13to16 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1308 | OR_unadj: 3.224 [2.452 4.240] | indivs AUC:0.703 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.102 Maternal Vital: Wt-postPregnancy:0.101 Maternal Diagnosis:9ccs122:Pneumonia:0.096 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.095 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.089 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088 Diagnosis:9ccs242:Poisn ot med:0.085 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.079 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.074 Diagnosis:9ccs87:Retinal dx:-0.072 * Vital: RR-latest | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 725 | OR_unadj: 0.663 [0.457 0.960] | indivs AUC:0.444 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN S-otherPregnancy:-0.130 Diagnosis:9ccs151:Oth liver dx:0.128 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.105 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.090 Maternal Maternal Lab History: RUBELLA-otherPregnancy:0.081 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.081 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.080 Diagnosis:9ccs10:Immuniz/scrn:0.079 Maternal Diagnosis:9ccs55:Fluid/elc dx:-0.079 Diagnosis:9ccs73:Preadult dx:-0.079 * Vital: HC-avg10to13 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1158 | OR_unadj: 1.481 [1.134 1.934] | indivs AUC:0.587 Correlated most with: Newborn Diagnosis:9ccs5:HIV infectn:-0.099 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.093 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.088 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.080 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.080 Diagnosis:9ccs132:Lung externl:-0.075 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.074 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.072 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:-0.070 Maternal Maternal Lab History: AST-postPregnancy:-0.070 Vital: HR-avg10to13 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 403 | OR_unadj: 1.043 [0.671 1.621] | indivs AUC:0.460 Correlated most with: Diagnosis:9ccs221:Resp distres:0.123 Maternal Maternal Lab History: TSH-otherPregnancy:0.121 Maternal Diagnosis:9ccs67:Subst-r mntl:0.103 Diagnosis:9ccs252:Fatigue:0.091 Diagnosis:9ccs10:Immuniz/scrn:0.088 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.085 Maternal Maternal Lab History: PAPP-A-postPregnancy:0.078 Maternal Diagnosis:9ccs217:Ot cong anom:-0.077 Maternal Diagnosis:9ccs204:Ot joint dx:-0.075 Maternal Diagnosis:9ccs133:Oth low resp:0.074 Maternal Vital: BP-postPregnancy | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 666 | OR_unadj: 1.322 [0.954 1.832] | indivs AUC:0.537 Correlated most with: Maternal Vital: BP-postPregnancy:1.000 Maternal Vital: BP-otherPregnancy:0.421 Maternal Vital: Wt-postPregnancy:0.298 Maternal Vital: Wt-otherPregnancy:0.189 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.184 Diagnosis:9ccs232:Sprain:0.171 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.158 Maternal Diagnosis:9ccs183:HTN in preg:0.157 Maternal Maternal Lab History: URINE PH-postPregnancy:-0.153 MatDeliveryAge:0.144 Vital: Ht-latest | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1614 | OR_unadj: 1.271 [0.956 1.688] | indivs AUC:0.560 Correlated most with: Number of Visits:0.447 Diagnosis:9ccs10:Immuniz/scrn:0.345 Diagnosis:9ccs126:Ot up rsp in:0.315 Diagnosis:9ccs92:Otitis media:0.265 Diagnosis:9ccs7:Viral infect:0.206 Diagnosis:9ccs257:Ot aftercare:0.188 Diagnosis:9ccs135:Intest infct:0.156 Diagnosis:9ccs90:Eye infectn:0.148 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.138 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.137 * Vital: Wt-gain0to24 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1357 | OR_unadj: 3.724 [2.823 4.912] | indivs AUC:0.775 Correlated most with: Maternal Vital: Wt-postPregnancy:0.124 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.101 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.100 Maternal Vital: Wt-otherPregnancy:0.097 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.093 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.091 Maternal Vital: Ht-postPregnancy:0.082 Maternal Diagnosis:9ccs182:Hemorr preg:-0.080 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080 Maternal Vital: BP-otherPregnancy:0.077 * Vital: Wt for Len Percentile-gain10to16 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1273 | OR_unadj: 1.672 [1.280 2.183] | indivs AUC:0.545 Correlated most with: Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.094 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.080 Diagnosis:9ccs5:HIV infectn:0.078 Diagnosis:9ccs163:Other GU dx:-0.077 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.075 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.074 Maternal Diagnosis:9ccs55:Fluid/elc dx:-0.073 Maternal Vital: Wt Percentile-otherPregnancy:-0.065 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:0.064 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.064 Vital: Ht-avg3to5 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1296 | OR_unadj: 0.876 [0.661 1.159] | indivs AUC:0.509 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.251 Maternal Diagnosis:9ccs184:Early labor:-0.199 Maternal Diagnosis:9ccs185:Long pregncy:0.130 Diagnosis:9ccs87:Retinal dx:-0.116 Maternal Diagnosis:9ccs193:OB-related perin trauma:0.109 Newborn Diagnosis:9ccs221:Resp distres:-0.104 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.104 Diagnosis:9ccs219:Low birth wt:-0.099 Newborn Diagnosis:9ccs222:Perint jaund:-0.097 Maternal Diagnosis:9ccs183:HTN in preg:-0.092 * Vital: Wt Percentile-avg16to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 747 | OR_unadj: 1.781 [1.341 2.364] | indivs AUC:0.649 Correlated most with: Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.106 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.086 Newborn Diagnosis:9ccs59:Anemia:-0.086 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.086 Diagnosis:9ccs48:Thyroid dsor:-0.085 Diagnosis:9ccs230:Fx leg:-0.082 Maternal Vital: BP-postPregnancy:0.082 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.080 Maternal Vital: Wt-postPregnancy:0.073 Maternal Maternal Procedure History:90746-postPregnancy:-0.073 Vital: Wt Change-avg7to10 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 515 | OR_unadj: 0.986 [0.640 1.520] | indivs AUC:0.446 Correlated most with: Diagnosis:9ccs199:Ulcer skin:0.220 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.151 Maternal Diagnosis:9ccs121:Oth vein dx:0.122 Diagnosis:9ccs252:Fatigue:0.116 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.106 Newborn Diagnosis:9ccs220:Birth asphyx:0.105 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:-0.105 Diagnosis:9ccs145:Int obstruct:-0.102 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.098 Maternal Diagnosis:9ccs133:Oth low resp:0.098 Vital: Wt Percentile-gain10to16 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 753 | OR_unadj: 0.793 [0.556 1.132] | indivs AUC:0.490 Correlated most with: Diagnosis:9ccs5:HIV infectn:0.094 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.090 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.089 Maternal Diagnosis:9ccs102:Chest pain:-0.087 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.087 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.085 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.080 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.080 Maternal Maternal Lab History: RETIC HGB-postPregnancy:0.076 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.075 Vital: Wt for Length ZScore-avg0to1 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1309 | OR_unadj: 1.211 [0.926 1.584] | indivs AUC:0.579 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.097 Diagnosis:9ccs219:Low birth wt:-0.096 Newborn Diagnosis:9ccs219:Low birth wt:-0.095 Maternal Diagnosis:9ccs184:Early labor:-0.091 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:0.080 Diagnosis:10ccs58:Ot nutrit dx:0.069 Diagnosis:9ccs222:Perint jaund:-0.067 Newborn Diagnosis:9ccs224:Ot perint dx:0.064 Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.063 Lab:296169 RETICULOCYTE COUNT- LMC:0.062 Vital: Wt for Length ZScore-gain0to3 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1309 | OR_unadj: 1.211 [0.926 1.584] | indivs AUC:0.579 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.097 Diagnosis:9ccs219:Low birth wt:-0.096 Newborn Diagnosis:9ccs219:Low birth wt:-0.095 Maternal Diagnosis:9ccs184:Early labor:-0.091 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:0.080 Diagnosis:10ccs58:Ot nutrit dx:0.069 Diagnosis:9ccs222:Perint jaund:-0.067 Newborn Diagnosis:9ccs224:Ot perint dx:0.064 Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.063 Lab:296169 RETICULOCYTE COUNT- LMC:0.062 * Vital: HC-avg7to10 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1133 | OR_unadj: 1.714 [1.288 2.282] | indivs AUC:0.535 Correlated most with: Maternal Maternal Procedure History:97140-postPregnancy:0.480 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.455 Maternal Maternal Procedure History:97010-postPregnancy:0.415 Maternal Maternal Procedure History:97032-postPregnancy:0.383 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.324 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.297 Maternal Maternal Procedure History:97110-postPregnancy:0.292 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.205 Maternal Maternal Lab History: PTT-postPregnancy:-0.184 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.183 Maternal Maternal Lab History: MCV-postPregnancy | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 608 | OR_unadj: 0.791 [0.553 1.133] | indivs AUC:0.471 Correlated most with: Maternal Maternal Lab History: MCV-postPregnancy:1.000 Maternal Maternal Lab History: MCH-postPregnancy:0.760 Maternal Maternal Lab History: RDW-postPregnancy:-0.547 Maternal Maternal Lab History: MCV-otherPregnancy:0.503 Maternal Maternal Lab History: RBC-postPregnancy:-0.421 Maternal Maternal Lab History: MCH-otherPregnancy:0.397 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.371 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.311 Maternal Maternal Lab History: RDW-otherPregnancy:-0.243 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.227 Vital: HC-avg3to5 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1129 | OR_unadj: 1.116 [0.845 1.474] | indivs AUC:0.490 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:-0.147 Newborn Diagnosis:9ccs219:Low birth wt:-0.133 Newborn Diagnosis:9ccs5:HIV infectn:-0.096 Diagnosis:9ccs219:Low birth wt:-0.093 Newborn Diagnosis:9ccs94:Other ear dx:0.092 Maternal Maternal Procedure History:81000-postPregnancy:-0.077 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.073 Maternal Diagnosis:9ccs185:Long pregncy:0.072 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.072 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.070 * Maternal Vital: BMI-postPregnancy | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 538 | OR_unadj: 2.540 [1.496 4.314] | indivs AUC:0.513 Correlated most with: Maternal Vital: BMI-postPregnancy:1.000 Maternal Vital: BMI-otherPregnancy:0.256 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.208 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.208 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.195 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:-0.194 Maternal Vital: Wt-postPregnancy:0.176 Maternal Maternal Procedure History:S9470-postPregnancy:0.171 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:0.169 Maternal Maternal Lab History: RDW-otherPregnancy:0.162 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 608 | OR_unadj: 1.049 [0.749 1.468] | indivs AUC:0.523 Correlated most with: Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.934 Maternal Maternal Lab History: RBC-postPregnancy:0.728 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.316 Maternal Maternal Lab History: MCV-postPregnancy:0.311 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.308 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.307 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.300 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.300 Maternal Maternal Lab History: RDW-postPregnancy:-0.287 * Vital: Ht-avg16to19 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1265 | OR_unadj: 1.417 [1.082 1.855] | indivs AUC:0.507 Correlated most with: Maternal Vital: Ht-postPregnancy:0.150 Newborn Diagnosis:9ccs219:Low birth wt:-0.120 Maternal Maternal Lab History: TRANSFERRIN-postPregnancy:-0.098 Maternal Diagnosis:9ccs184:Early labor:-0.094 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.091 Maternal Vital: Ht-otherPregnancy:0.091 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.089 Maternal Vital: Wt-postPregnancy:0.086 Newborn Diagnosis:9ccs5:HIV infectn:-0.085 Maternal Diagnosis:9ccs185:Long pregncy:0.085 * Vital: HC-avg5to7 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1123 | OR_unadj: 1.500 [1.143 1.967] | indivs AUC:0.535 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:-0.130 Newborn Diagnosis:9ccs219:Low birth wt:-0.118 Newborn Diagnosis:9ccs5:HIV infectn:-0.096 Newborn Diagnosis:9ccs221:Resp distres:-0.085 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.082 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:-0.082 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.078 Maternal Diagnosis:9ccs106:Dysrhythmia:-0.073 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.072 Diagnosis:9ccs219:Low birth wt:-0.070 * Vital: HC-avg16to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 930 | OR_unadj: 1.811 [1.365 2.403] | indivs AUC:0.545 Correlated most with: Maternal Diagnosis:9ccs120:Hemmorhoids:-0.230 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.096 Diagnosis:9ccs51:Ot endo dsor:-0.094 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.084 Maternal Vital: Ht Percentile-otherPregnancy:-0.084 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.084 Maternal Maternal Procedure History:90649-postPregnancy:-0.081 Maternal Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.077 Maternal Maternal Lab History: TRANSFERRIN-postPregnancy:-0.077 Maternal Maternal Lab History: LACTIC ACID-postPregnancy:0.076 Vital: Ht-avg5to7 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1293 | OR_unadj: 1.103 [0.839 1.451] | indivs AUC:0.484 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.219 Maternal Diagnosis:9ccs184:Early labor:-0.170 Maternal Diagnosis:9ccs193:OB-related perin trauma:0.118 Newborn Diagnosis:9ccs221:Resp distres:-0.116 Diagnosis:9ccs87:Retinal dx:-0.106 Maternal Vital: Ht-postPregnancy:0.102 Maternal Diagnosis:9ccs185:Long pregncy:0.090 Newborn Diagnosis:9ccs222:Perint jaund:-0.087 Maternal Maternal Lab History: TRANSFERRIN-postPregnancy:-0.086 Maternal Diagnosis:9ccs259:Unclassified:-0.085 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.004] | occ: 1055 | OR_unadj: 1.275 [0.954 1.704] | indivs AUC:0.584 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.299 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.296 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.278 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.277 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.270 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.269 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.250 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.249 Vital: Wt for Len Percentile-gain13to19 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1254 | OR_unadj: 1.030 [0.785 1.351] | indivs AUC:0.532 Correlated most with: Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:-0.071 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.071 Diagnosis:9ccs7:Viral infect:0.069 Diagnosis:9ccs163:Other GU dx:0.067 Diagnosis:9ccs233:Intracrn inj:-0.066 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:-0.065 Maternal Diagnosis:9ccs3:Oth bact inf:0.065 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.063 Maternal Maternal Lab History: FERRITIN-otherPregnancy:-0.062 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.062 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 608 | OR_unadj: 1.051 [0.749 1.475] | indivs AUC:0.517 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:1.000 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.934 Maternal Maternal Lab History: RBC-postPregnancy:0.623 Maternal Maternal Lab History: RDW-postPregnancy:-0.413 Maternal Maternal Lab History: MCH-postPregnancy:0.380 Maternal Maternal Lab History: MCV-postPregnancy:0.371 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.354 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.323 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.280 Maternal Maternal Lab History: MCH-otherPregnancy:0.256 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1053 | OR_unadj: 1.251 [0.935 1.674] | indivs AUC:0.578 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.299 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.296 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.278 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.277 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.270 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.269 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.250 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.249 Vital: Ht Percentile-gain5to10 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 606 | OR_unadj: 0.842 [0.579 1.225] | indivs AUC:0.463 Correlated most with: Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.103 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.101 Newborn Diagnosis:9ccs143:Abdom hernia:-0.089 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.086 Maternal Diagnosis:9ccs102:Chest pain:0.085 Maternal Diagnosis:9ccs24:Breast cancr:0.078 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:-0.077 Maternal Diagnosis:9ccs143:Abdom hernia:0.076 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.075 Diagnosis:9ccs145:Int obstruct:0.070 * Vital: HC-avg13to16 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 990 | OR_unadj: 1.619 [1.234 2.125] | indivs AUC:0.603 Correlated most with: Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.087 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.084 Maternal Maternal Lab History: PTT-otherPregnancy:-0.079 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.079 Maternal Vital: HR-otherPregnancy:0.078 Diagnosis:9ccs87:Retinal dx:-0.075 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.074 Maternal Maternal Lab History: MONOS-postPregnancy:-0.073 Maternal Vital: Ht Percentile-otherPregnancy:-0.072 Maternal Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.071 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 608 | OR_unadj: 1.280 [0.909 1.803] | indivs AUC:0.518 Correlated most with: Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:1.000 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.488 Maternal Maternal Lab History: MPV-postPregnancy:-0.425 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.247 Maternal Maternal Lab History: MPV-otherPregnancy:-0.225 Maternal Maternal Lab History: WBC-otherPregnancy:0.194 Maternal Maternal Lab History: MCH-postPregnancy:-0.180 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.166 Maternal Maternal Lab History: WBC-postPregnancy:0.161 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.158 Vital: Wt Change-avg5to7 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 420 | OR_unadj: 0.968 [0.619 1.514] | indivs AUC:0.474 Correlated most with: Diagnosis:9ccs145:Int obstruct:0.122 Maternal Diagnosis:9ccs121:Oth vein dx:0.117 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.111 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.099 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.095 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.093 Newborn Diagnosis:9ccs197:Skin infectn:0.093 Maternal Diagnosis:9ccs2617:E Codes: Adverse effects of medical drugs:0.091 Maternal Diagnosis:9ccs133:Oth low resp:0.084 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.083 Maternal Maternal Lab History: RBC-postPregnancy | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 608 | OR_unadj: 1.228 [0.875 1.723] | indivs AUC:0.585 Correlated most with: Maternal Maternal Lab History: RBC-postPregnancy:1.000 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.728 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.623 Maternal Maternal Lab History: MCH-postPregnancy:-0.442 Maternal Maternal Lab History: MCV-postPregnancy:-0.421 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.316 Maternal Maternal Lab History: RBC-otherPregnancy:0.292 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.290 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.278 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.268 Vital: Ht Percentile-avg10to13 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 671 | OR_unadj: 1.232 [0.896 1.694] | indivs AUC:0.559 Correlated most with: Maternal Vital: Ht-postPregnancy:0.125 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.111 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.110 Newborn Diagnosis:9ccs219:Low birth wt:-0.102 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.098 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.087 Maternal Diagnosis:9ccs184:Early labor:-0.087 Maternal Diagnosis:9ccs185:Long pregncy:0.079 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:-0.077 Maternal Maternal Lab History: LH-postPregnancy:-0.076 Maternal Maternal Lab History: MPV-postPregnancy | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 546 | OR_unadj: 1.135 [0.779 1.654] | indivs AUC:0.481 Correlated most with: Maternal Maternal Lab History: MPV-postPregnancy:1.000 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:-0.425 Maternal Maternal Lab History: MPV-otherPregnancy:0.421 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.282 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.133 Maternal Maternal Lab History: APTT-postPregnancy:0.125 Maternal Maternal Lab History: PATIENT-postPregnancy:0.125 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.122 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.122 Diagnosis:9ccs16:Liver/ibd ca:0.118 Vital: Ht Percentile-gain1to5 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 465 | OR_unadj: 0.736 [0.477 1.135] | indivs AUC:0.478 Correlated most with: Maternal Maternal Procedure History:90472-postPregnancy:0.101 Maternal Maternal Lab History: MPV-otherPregnancy:0.096 Maternal Diagnosis:9ccs210:SLE:0.095 Maternal Maternal Procedure History:99211-otherPregnancy:0.092 Maternal Maternal Procedure History:96372-otherPregnancy:-0.088 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.087 Diagnosis:9ccs195:Ot compl bir:-0.087 Maternal Diagnosis:9ccs160:Urin stone:0.081 Maternal Diagnosis:9ccs121:Oth vein dx:0.076 Maternal Maternal Lab History: FASTING-postPregnancy:-0.076 Vital: HR-avg19to24 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 442 | OR_unadj: 0.945 [0.614 1.454] | indivs AUC:0.567 Correlated most with: Diagnosis:9ccs70:Schizo/rl dx:0.140 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.124 Maternal Diagnosis:9ccs2617:E Codes: Adverse effects of medical drugs:0.102 Maternal Diagnosis:9ccs1:Tuberculosis:-0.094 Maternal Diagnosis:9ccs160:Urin stone:0.093 Maternal Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:-0.091 Diagnosis:9ccs132:Lung externl:-0.090 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.080 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.080 Maternal Maternal Procedure History:93005-postPregnancy:0.079 Vital: HR-avg13to16 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 363 | OR_unadj: 1.048 [0.669 1.642] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs2620:E Codes: Unspecified:0.129 Diagnosis:9ccs140:Gastritis:0.111 Diagnosis:9ccs105:Conduction:-0.106 Maternal Diagnosis:9ccs121:Oth vein dx:0.102 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.096 Maternal Diagnosis:9ccs50:DiabMel w/cm:-0.096 Maternal Diagnosis:9ccs204:Ot joint dx:-0.089 Maternal Diagnosis:9ccs24:Breast cancr:0.086 Maternal Diagnosis:9ccs255:Social admin:0.079 Diagnosis:9ccs240:Burns:0.076 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1060 | OR_unadj: 1.433 [1.080 1.900] | indivs AUC:0.564 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.991 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.523 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.516 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.497 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.490 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.476 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.470 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.399 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.394 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 997 | OR_unadj: 1.196 [0.884 1.617] | indivs AUC:0.502 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.999 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.459 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.457 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.450 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.449 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.403 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.402 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.342 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.339 Vital: Ht Percentile-avg16to19 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 749 | OR_unadj: 1.248 [0.920 1.693] | indivs AUC:0.505 Correlated most with: Maternal Vital: Ht-postPregnancy:0.139 Lab:323825 STREP SCREEN THROAT - Sunrise:0.081 Maternal Maternal Lab History: PH-postPregnancy:-0.080 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.079 Newborn Diagnosis:9ccs219:Low birth wt:-0.078 Maternal Vital: Wt-postPregnancy:0.077 Maternal Diagnosis:9ccs184:Early labor:-0.077 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.074 Diagnosis:9ccs128:Asthma:0.071 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.069 * Maternal Maternal Lab History: MCH-postPregnancy | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 608 | OR_unadj: 0.593 [0.404 0.870] | indivs AUC:0.396 Correlated most with: Maternal Maternal Lab History: MCH-postPregnancy:1.000 Maternal Maternal Lab History: MCV-postPregnancy:0.760 Maternal Maternal Lab History: RDW-postPregnancy:-0.597 Maternal Maternal Lab History: RBC-postPregnancy:-0.442 Maternal Maternal Lab History: MCH-otherPregnancy:0.430 Maternal Maternal Lab History: MCV-otherPregnancy:0.403 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.380 Maternal Maternal Lab History: RDW-otherPregnancy:-0.252 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.251 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.237 * Vital: Wt for Len Percentile-avg13to16 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1286 | OR_unadj: 3.426 [2.597 4.520] | indivs AUC:0.718 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.087 Maternal Diagnosis:9ccs185:Long pregncy:0.085 Diagnosis:9ccs125:Bronchitis:0.082 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.072 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.071 Diagnosis:9ccs48:Thyroid dsor:-0.071 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.068 Maternal Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:-0.067 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.067 Maternal Maternal Lab History: MPV-postPregnancy:0.066 Vital: HR-avg7to10 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 420 | OR_unadj: 0.906 [0.585 1.403] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs106:Dysrhythmia:0.125 Maternal Diagnosis:9ccs187:Malposition:0.100 Maternal Diagnosis:9ccs1:Tuberculosis:-0.092 Lab:292208 CBC/DIFF/PLT - Sunrise:-0.089 Diagnosis:9ccs10:Immuniz/scrn:0.089 Maternal Maternal Lab History: LH-postPregnancy:-0.087 Diagnosis:9ccs217:Ot cong anom:0.086 Diagnosis:9ccs231:Oth fracture:0.083 Maternal Diagnosis:9ccs217:Ot cong anom:-0.083 Maternal Maternal Lab History: RETICULOCYTES-postPregnancy:-0.082 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1046 | OR_unadj: 1.400 [1.051 1.866] | indivs AUC:0.527 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.998 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.466 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.465 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.381 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.379 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.268 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.267 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.219 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.217 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 548 | OR_unadj: 1.317 [0.896 1.934] | indivs AUC:0.558 Correlated most with: Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.419 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.360 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.325 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.290 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.272 Maternal Maternal Lab History: RBC-postPregnancy:0.253 Maternal Maternal Lab History: MCH-postPregnancy:-0.237 Maternal Maternal Lab History: POLYS-postPregnancy:-0.215 Maternal Maternal Lab History: WBC-postPregnancy:-0.201 Vital: Wt Percentile-gain3to7 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 491 | OR_unadj: 0.943 [0.621 1.433] | indivs AUC:0.527 Correlated most with: Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.156 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.136 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.135 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.131 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:-0.112 Diagnosis:9ccs145:Int obstruct:-0.111 Maternal Diagnosis:9ccs121:Oth vein dx:-0.111 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.106 Maternal Maternal Lab History: TSH-otherPregnancy:0.097 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.096 Maternal Vital: Ht-postPregnancy | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 544 | OR_unadj: 0.933 [0.645 1.348] | indivs AUC:0.499 Correlated most with: Maternal Vital: Ht-postPregnancy:1.000 Maternal Vital: Ht-otherPregnancy:0.610 Maternal Vital: Wt-postPregnancy:0.298 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:-0.173 Maternal Vital: Wt-otherPregnancy:0.166 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.158 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.158 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.147 Maternal Vital: Ht Percentile-postPregnancy:0.142 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.142 Vital: Ht-gain0to24 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1325 | OR_unadj: 1.215 [0.931 1.585] | indivs AUC:0.551 Correlated most with: Maternal Vital: Ht-postPregnancy:0.108 Maternal Maternal Lab History: FASTING-otherPregnancy:0.104 Diagnosis:9ccs221:Resp distres:0.092 Maternal Vital: Ht-otherPregnancy:0.090 Diagnosis:9ccs200:Oth skin dx:0.088 Maternal Vital: Wt-postPregnancy:0.087 Newborn Diagnosis:9ccs219:Low birth wt:-0.087 Diagnosis:9ccs128:Asthma:0.083 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.083 Number of Visits:0.082 Vital: Wt Percentile-gain0to3 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 372 | OR_unadj: 0.999 [0.638 1.563] | indivs AUC:0.490 Correlated most with: Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.124 Diagnosis:9ccs145:Int obstruct:0.122 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.118 Maternal Maternal Lab History: TOXOPLASMA IGG-postPregnancy:-0.085 Maternal Diagnosis:9ccs245:Syncope:0.082 Maternal Maternal Lab History: PAPP-A-otherPregnancy:-0.081 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.080 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.080 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.079 Maternal Maternal Lab History: RET %-postPregnancy:0.078 * Vital: Wt for Len Percentile-avg10to13 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1379 | OR_unadj: 2.986 [2.269 3.930] | indivs AUC:0.700 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.096 Maternal Diagnosis:9ccs185:Long pregncy:0.082 Maternal Vital: Wt-postPregnancy:0.082 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080 Diagnosis:9ccs125:Bronchitis:0.079 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.076 Diagnosis:9ccs48:Thyroid dsor:-0.075 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.074 Diagnosis:9ccs10:Immuniz/scrn:-0.071 Maternal Diagnosis:9ccs182:Hemorr preg:-0.070 Maternal Diagnosis:9ccs181:Ot preg comp | coef 0.003 95% CI: [-0.000 , 0.005] | OR_adj 1.003 [1.000 1.005] | occ: 487 | OR_unadj: 1.286 [0.968 1.709] | indivs AUC:0.523 Correlated most with: Maternal Diagnosis:9ccs181:Ot preg comp:1.000 Maternal Diagnosis:9ccs10:Immuniz/scrn:0.467 Maternal Diagnosis:9ccs59:Anemia:0.379 Maternal Diagnosis:9ccs128:Asthma:0.219 Maternal Diagnosis:9ccs60:Acut p-h anm:0.182 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.180 Maternal Diagnosis:9ccs7:Viral infect:0.144 Maternal Diagnosis:9ccs48:Thyroid dsor:0.139 Maternal Diagnosis:9ccs106:Dysrhythmia:0.128 Maternal Diagnosis:9ccs168:PID:0.128 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1057 | OR_unadj: 1.438 [1.084 1.906] | indivs AUC:0.568 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.991 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.521 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.520 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.495 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.493 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.475 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.474 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.397 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.397 Vital: Ht-avg19to24 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1340 | OR_unadj: 1.266 [0.970 1.652] | indivs AUC:0.550 Correlated most with: Maternal Vital: Ht-postPregnancy:0.118 Maternal Maternal Lab History: FASTING-otherPregnancy:0.101 Maternal Vital: Ht-otherPregnancy:0.098 Diagnosis:9ccs221:Resp distres:0.091 Diagnosis:9ccs128:Asthma:0.088 Maternal Vital: Wt-postPregnancy:0.087 Number of Visits:0.085 Newborn Diagnosis:9ccs219:Low birth wt:-0.084 Diagnosis:9ccs200:Oth skin dx:0.083 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.082 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 490 | OR_unadj: 0.750 [0.489 1.148] | indivs AUC:0.470 Correlated most with: Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:1.000 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.521 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.258 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.239 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.193 Maternal Maternal Lab History: MONOS-postPregnancy:0.186 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.157 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.136 Maternal Maternal Lab History: BUN-postPregnancy:0.128 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.126 Maternal Maternal Lab History: WBC-postPregnancy | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 605 | OR_unadj: 0.803 [0.545 1.183] | indivs AUC:0.486 Correlated most with: Maternal Maternal Lab History: WBC-postPregnancy:1.000 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.757 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.564 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.525 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.474 Maternal Maternal Lab History: WBC-otherPregnancy:0.291 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.252 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.236 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.201 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.197 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1060 | OR_unadj: 1.261 [0.951 1.673] | indivs AUC:0.492 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.999 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.466 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.466 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.360 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.360 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.255 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.252 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.241 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.239 * Vital: Ht Percentile-avg19to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 916 | OR_unadj: 1.365 [1.025 1.817] | indivs AUC:0.591 Correlated most with: Maternal Vital: Ht-postPregnancy:0.132 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.093 Newborn Diagnosis:9ccs219:Low birth wt:-0.091 Maternal Vital: Ht-otherPregnancy:0.091 Maternal Maternal Lab History: RBC-otherPregnancy:0.088 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.086 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.084 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.079 Maternal Maternal Procedure History:96372-otherPregnancy:-0.079 Diagnosis:9ccs128:Asthma:0.079 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 994 | OR_unadj: 1.205 [0.891 1.630] | indivs AUC:0.509 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.999 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.458 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.457 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.449 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.448 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.403 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.402 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.342 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.341 Vital: Ht Percentile-gain0to3 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 390 | OR_unadj: 0.716 [0.445 1.152] | indivs AUC:0.420 Correlated most with: Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:0.146 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.143 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.140 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.129 Maternal Maternal Lab History: AMP/SULBACTAM-postPregnancy:0.121 Maternal Maternal Lab History: APTT-postPregnancy:-0.120 Maternal Maternal Lab History: PATIENT-postPregnancy:-0.120 Diagnosis:9ccs145:Int obstruct:0.117 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.108 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.100 Vital: Wt Percentile-gain1to5 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 439 | OR_unadj: 1.179 [0.767 1.814] | indivs AUC:0.482 Correlated most with: Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.115 Maternal Diagnosis:9ccs210:SLE:0.105 Maternal Maternal Lab History: AMP/SULBACTAM-postPregnancy:0.098 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.096 Maternal Maternal Lab History: PATIENT-postPregnancy:-0.094 Maternal Maternal Lab History: APTT-postPregnancy:-0.094 Diagnosis:9ccs129:Asp pneumon:0.087 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.086 Maternal Diagnosis:9ccs160:Urin stone:0.081 Maternal Maternal Lab History: MPV-otherPregnancy:0.080 * Vital: Wt Percentile-avg5to7 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 447 | OR_unadj: 1.467 [1.036 2.078] | indivs AUC:0.563 Correlated most with: Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.107 Diagnosis:9ccs230:Fx leg:-0.105 Maternal Maternal Procedure History:86580-postPregnancy:-0.103 Newborn Diagnosis:9ccs219:Low birth wt:-0.091 Lab:294199 BILIRUBIN SCAN - LMC:-0.088 Diagnosis:9ccs208:Acq foot def:0.086 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.082 Maternal Vital: BP-postPregnancy:0.081 Maternal Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.080 Maternal Maternal Lab History: TRANSFERRIN-postPregnancy:-0.080 Vital: Wt Change-avg3to5 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 376 | OR_unadj: 1.188 [0.778 1.816] | indivs AUC:0.535 Correlated most with: Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.173 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:0.151 Newborn Diagnosis:9ccs220:Birth asphyx:0.117 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:-0.117 Maternal Diagnosis:9ccs121:Oth vein dx:0.115 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.112 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.112 Maternal Diagnosis:9ccs217:Ot cong anom:-0.110 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.108 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.101 Vital: Ht Percentile-gain3to7 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 513 | OR_unadj: 0.862 [0.579 1.284] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs121:Oth vein dx:-0.112 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.107 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.104 Diagnosis:9ccs70:Schizo/rl dx:0.099 Maternal Maternal Procedure History:90472-postPregnancy:-0.099 Diagnosis:9ccs145:Int obstruct:-0.089 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.087 Diagnosis:9ccs92:Otitis media:0.085 Maternal Diagnosis:9ccs96:Hrt valve dx:-0.082 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:-0.082 Maternal Maternal Lab History: RDW-postPregnancy | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 606 | OR_unadj: 1.257 [0.870 1.814] | indivs AUC:0.581 Correlated most with: Maternal Maternal Lab History: RDW-postPregnancy:1.000 Maternal Maternal Lab History: MCH-postPregnancy:-0.597 Maternal Maternal Lab History: MCV-postPregnancy:-0.547 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.413 Maternal Maternal Lab History: MCH-otherPregnancy:-0.296 Maternal Maternal Lab History: MCV-otherPregnancy:-0.293 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:-0.287 Maternal Maternal Lab History: RDW-otherPregnancy:0.262 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.196 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.151 Vital: Ht Percentile-avg13to16 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 688 | OR_unadj: 1.313 [0.962 1.791] | indivs AUC:0.508 Correlated most with: Maternal Vital: Ht-postPregnancy:0.131 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.099 Maternal Vital: Wt-postPregnancy:0.093 Diagnosis:10ccs58:Ot nutrit dx:0.089 Lab:323825 STREP SCREEN THROAT - Sunrise:0.084 Newborn Diagnosis:9ccs219:Low birth wt:-0.082 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.081 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.080 Maternal Maternal Lab History: LH-postPregnancy:-0.079 Maternal Diagnosis:9ccs185:Long pregncy:0.072 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1043 | OR_unadj: 1.400 [1.051 1.866] | indivs AUC:0.532 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.998 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.466 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.466 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.380 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.380 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.267 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.267 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.218 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.217 Vital: Wt Change-avg1to3 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 329 | OR_unadj: 1.015 [0.648 1.588] | indivs AUC:0.511 Correlated most with: Maternal Diagnosis:9ccs1:Tuberculosis:-0.178 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.141 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.139 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.128 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.118 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.117 Maternal Maternal Diagnosis:10ccs4:Mycoses-postPregnancy:0.114 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.109 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:-0.104 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:0.104 * Vital: Wt for Len Percentile-gain3to7 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 947 | OR_unadj: 1.643 [1.240 2.177] | indivs AUC:0.541 Correlated most with: Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.123 Diagnosis:9ccs155:Other GI dx:-0.100 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:-0.091 Maternal Diagnosis:9ccs96:Hrt valve dx:-0.087 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.076 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:-0.075 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.072 Maternal Maternal Lab History: ANION GAP-otherPregnancy:-0.071 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.068 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.067 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1059 | OR_unadj: 1.147 [0.861 1.527] | indivs AUC:0.541 Correlated most with: Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:1.000 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.999 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.731 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.731 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.655 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.652 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.635 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.634 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.608 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.605 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1056 | OR_unadj: 1.154 [0.867 1.537] | indivs AUC:0.546 Correlated most with: Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:1.000 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.999 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.731 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.730 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.656 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.654 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.636 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.635 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.609 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.607 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1057 | OR_unadj: 1.248 [0.940 1.656] | indivs AUC:0.485 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.999 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.466 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.465 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.360 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.360 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.255 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.254 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.241 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.239 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1060 | OR_unadj: 1.146 [0.862 1.522] | indivs AUC:0.533 Correlated most with: Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.394 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.393 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.391 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.391 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.381 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.380 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.340 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.340 * Vital: Wt Percentile-avg10to13 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 664 | OR_unadj: 1.806 [1.346 2.423] | indivs AUC:0.618 Correlated most with: Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.108 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.100 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.099 Lab:294199 BILIRUBIN SCAN - LMC:-0.091 Maternal Diagnosis:9ccs185:Long pregncy:0.090 Diagnosis:9ccs230:Fx leg:-0.088 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.082 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.079 Newborn Diagnosis:9ccs219:Low birth wt:-0.078 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.077 Vital: Ht Percentile-avg7to10 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 564 | OR_unadj: 1.079 [0.760 1.532] | indivs AUC:0.530 Correlated most with: Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.117 Maternal Vital: Ht-postPregnancy:0.107 Newborn Diagnosis:9ccs219:Low birth wt:-0.104 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.099 Maternal Diagnosis:9ccs5:HIV infectn:-0.096 Maternal Diagnosis:9ccs184:Early labor:-0.091 Maternal Diagnosis:9ccs185:Long pregncy:0.090 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.086 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.085 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.079 Vital: Wt Percentile-gain5to10 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 582 | OR_unadj: 1.002 [0.659 1.525] | indivs AUC:0.473 Correlated most with: Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.106 Newborn Diagnosis:9ccs143:Abdom hernia:-0.093 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.093 Diagnosis:9ccs5:HIV infectn:0.091 Maternal Diagnosis:9ccs24:Breast cancr:0.091 Diagnosis:9ccs254:Rehab:0.090 Maternal Vital: Wt-otherPregnancy:0.085 Maternal Vital: Wt-postPregnancy:0.085 Maternal Diagnosis:9ccs244:Other injury:0.084 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.083 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1059 | OR_unadj: 1.001 [0.752 1.332] | indivs AUC:0.494 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.999 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.933 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.931 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.722 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.720 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.710 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.708 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.689 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.687 * Vital: Wt Percentile-avg13to16 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 679 | OR_unadj: 1.935 [1.451 2.581] | indivs AUC:0.643 Correlated most with: Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.105 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.101 Diagnosis:9ccs230:Fx leg:-0.089 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.085 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.080 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.079 Maternal Vital: Wt-postPregnancy:0.078 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.077 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.077 Maternal Maternal Procedure History:90746-postPregnancy:-0.075 * Vital: Wt for Len Percentile-avg16to19 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1269 | OR_unadj: 2.937 [2.233 3.864] | indivs AUC:0.772 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090 Maternal Diagnosis:9ccs163:Other GU dx:-0.084 Maternal Maternal Procedure History:J1055-postPregnancy:-0.078 Diagnosis:9ccs48:Thyroid dsor:-0.073 Diagnosis:9ccs234:Crush injury:0.072 Maternal Maternal Lab History: PH-otherPregnancy:0.071 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.069 Diagnosis:9ccs92:Otitis media:0.068 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.067 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.064 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1057 | OR_unadj: 1.125 [0.846 1.496] | indivs AUC:0.529 Correlated most with: Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.394 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.393 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.391 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.391 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.380 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.379 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.341 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.340 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1058 | OR_unadj: 1.063 [0.788 1.433] | indivs AUC:0.492 Correlated most with: Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:1.000 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.998 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.731 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.730 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.718 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.714 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.708 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.704 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.652 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.650 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1055 | OR_unadj: 1.063 [0.788 1.433] | indivs AUC:0.501 Correlated most with: Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:1.000 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.998 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.731 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.731 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.719 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.718 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.710 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.708 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.653 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.652 * Vital: Wt for Len Percentile-avg19to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1351 | OR_unadj: 3.535 [2.668 4.684] | indivs AUC:0.770 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.098 Maternal Vital: Wt-postPregnancy:0.088 Diagnosis:9ccs259:Unclassified:-0.086 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.081 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.079 Maternal Vital: Wt-otherPregnancy:0.075 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.070 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:-0.069 Maternal Diagnosis:9ccs182:Hemorr preg:-0.069 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.065 * Vital: Ht Percentile-gain0to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 899 | OR_unadj: 1.356 [1.016 1.808] | indivs AUC:0.595 Correlated most with: Maternal Vital: Ht-postPregnancy:0.127 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.094 Maternal Vital: Ht-otherPregnancy:0.087 Maternal Maternal Lab History: RBC-otherPregnancy:0.086 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.086 Newborn Diagnosis:9ccs219:Low birth wt:-0.083 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.083 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080 Maternal Maternal Procedure History:96372-otherPregnancy:-0.080 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.080 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1060 | OR_unadj: 0.950 [0.691 1.307] | indivs AUC:0.516 Correlated most with: Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:1.000 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.997 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.915 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.912 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.722 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.719 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.714 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.711 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.710 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.708 Vital: HR-avg16to19 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 364 | OR_unadj: 0.933 [0.582 1.496] | indivs AUC:0.523 Correlated most with: Maternal Diagnosis:9ccs102:Chest pain:0.188 Diagnosis:9ccs106:Dysrhythmia:0.124 Maternal Diagnosis:9ccs24:Breast cancr:0.119 Maternal Diagnosis:9ccs1:Tuberculosis:-0.108 Maternal Diagnosis:9ccs121:Oth vein dx:0.108 Maternal Maternal Lab History: LDH-otherPregnancy:-0.088 Maternal Diagnosis:9ccs239:Superfic inj:-0.087 Maternal Maternal Lab History: HCG-postPregnancy:-0.087 Diagnosis:9ccs240:Burns:0.086 Maternal Diagnosis:9ccs184:Early labor:0.085 * Vital: Wt for Len Percentile-avg7to10 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1304 | OR_unadj: 2.608 [1.991 3.417] | indivs AUC:0.622 Correlated most with: Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.079 Maternal Vital: Wt-postPregnancy:0.079 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.073 Maternal Maternal Procedure History:J1055-postPregnancy:-0.072 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.071 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.071 Diagnosis:9ccs125:Bronchitis:0.070 Maternal Vital: BMI Percentile-postPregnancy:0.070 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.069 Maternal Maternal Procedure History:93005-postPregnancy:-0.069 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1055 | OR_unadj: 1.153 [0.870 1.529] | indivs AUC:0.515 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.999 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.277 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.276 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.188 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.188 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.164 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.164 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.153 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.153 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1058 | OR_unadj: 1.146 [0.865 1.519] | indivs AUC:0.509 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.999 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.278 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.277 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.188 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.187 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.163 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.162 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.153 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.151 Vital: HR-avg1to3 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 273 | OR_unadj: 0.877 [0.537 1.434] | indivs AUC:0.496 Correlated most with: Maternal Diagnosis:9ccs1:Tuberculosis:-0.157 Maternal Diagnosis:9ccs204:Ot joint dx:-0.131 Maternal Diagnosis:9ccs160:Urin stone:0.130 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.106 Maternal Maternal Lab History: LACTIC ACID-postPregnancy:-0.101 Diagnosis:9ccs117:Ot circul dx:0.089 Maternal Diagnosis:9ccs182:Hemorr preg:0.084 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy:0.082 Diagnosis:9ccs259:Unclassified:0.080 Diagnosis:9ccs214:GI cong anom:-0.079 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1060 | OR_unadj: 0.956 [0.714 1.280] | indivs AUC:0.475 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.695 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.695 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.654 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.654 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.635 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.635 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.350 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.350 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1057 | OR_unadj: 0.956 [0.714 1.280] | indivs AUC:0.483 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.696 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.694 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.655 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.654 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.635 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.634 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.351 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.350 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 552 | OR_unadj: 1.365 [0.962 1.935] | indivs AUC:0.520 Correlated most with: Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.853 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.667 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.526 Maternal Maternal Lab History: WBC-postPregnancy:-0.525 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.427 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.360 Maternal Maternal Lab History: POLYS-postPregnancy:-0.348 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.327 Maternal Maternal Lab History: RBC-postPregnancy:0.316 * Vital: HC-avg19to24 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 917 | OR_unadj: 1.767 [1.333 2.341] | indivs AUC:0.534 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.119 Newborn Diagnosis:9ccs5:HIV infectn:-0.105 Diagnosis:9ccs83:Epilepsy/cnv:-0.101 Maternal Diagnosis:9ccs160:Urin stone:0.085 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.078 Maternal Vital: Ht Percentile-otherPregnancy:-0.077 Maternal Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.073 Diagnosis:9ccs90:Eye infectn:0.070 Maternal Vital: HR-otherPregnancy:0.065 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.065 * Vital: Wt for Len Percentile-gain0to24 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1335 | OR_unadj: 3.367 [2.548 4.450] | indivs AUC:0.775 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.098 Maternal Vital: Wt-postPregnancy:0.087 Diagnosis:9ccs259:Unclassified:-0.084 Maternal Vital: Wt-otherPregnancy:0.077 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071 Maternal Diagnosis:9ccs182:Hemorr preg:-0.069 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.068 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:-0.067 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.066 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.065 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 490 | OR_unadj: 0.715 [0.479 1.067] | indivs AUC:0.503 Correlated most with: Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:1.000 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.853 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.766 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:-0.588 Maternal Maternal Lab History: WBC-postPregnancy:0.474 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.419 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.344 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.297 Maternal Maternal Lab History: RBC-postPregnancy:-0.290 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:-0.248 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1013 | OR_unadj: 0.877 [0.644 1.195] | indivs AUC:0.488 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.587 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.586 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.582 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.581 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.483 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.481 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.476 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.474 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 486 | OR_unadj: 0.778 [0.504 1.201] | indivs AUC:0.497 Correlated most with: Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.766 Maternal Maternal Lab History: WBC-postPregnancy:0.757 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.667 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.611 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.325 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.283 Maternal Maternal Lab History: WBC-otherPregnancy:0.257 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.241 Maternal Maternal Lab History: RBC-postPregnancy:-0.223 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1056 | OR_unadj: 0.986 [0.740 1.313] | indivs AUC:0.488 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.933 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.931 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.721 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.720 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.709 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.708 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.688 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.686 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1010 | OR_unadj: 0.881 [0.647 1.199] | indivs AUC:0.494 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.587 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.586 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.582 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.581 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.482 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.481 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.475 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.474 Vital: Ht Percentile-avg0to1 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 307 | OR_unadj: 0.763 [0.457 1.274] | indivs AUC:0.527 Correlated most with: Diagnosis:9ccs44:Neoplsm unsp:0.142 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:-0.120 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.120 Maternal Maternal Lab History: IRON-otherPregnancy:-0.120 Maternal Maternal Lab History: FOLATE-otherPregnancy:-0.120 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.102 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.095 Maternal Diagnosis:9ccs3:Oth bact inf:-0.091 Maternal Diagnosis:9ccs184:Early labor:-0.090 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.090 Vital: Ht Percentile-avg1to3 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 375 | OR_unadj: 0.643 [0.396 1.043] | indivs AUC:0.469 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.107 Diagnosis:9ccs44:Neoplsm unsp:0.104 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.103 Maternal Diagnosis:9ccs184:Early labor:-0.102 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.089 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.085 Maternal Diagnosis:9ccs102:Chest pain:-0.079 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.079 Maternal Diagnosis:9ccs120:Hemmorhoids:0.079 Maternal Diagnosis:9ccs24:Breast cancr:-0.077 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1057 | OR_unadj: 0.957 [0.702 1.304] | indivs AUC:0.506 Correlated most with: Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:1.000 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.997 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.914 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.912 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.721 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.719 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.713 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.711 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.709 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.708 * Vital: Wt Percentile-avg7to10 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 548 | OR_unadj: 1.684 [1.224 2.316] | indivs AUC:0.570 Correlated most with: Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.109 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.103 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.099 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.099 Diagnosis:9ccs230:Fx leg:-0.098 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.095 Maternal Vital: BMI Percentile-postPregnancy:0.095 Maternal Maternal Lab History: IRON-postPregnancy:-0.090 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:-0.087 Maternal Maternal Lab History: INHMOM-postPregnancy:0.084 Vital: Ht Percentile-avg5to7 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 465 | OR_unadj: 1.007 [0.684 1.483] | indivs AUC:0.524 Correlated most with: Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.110 Newborn Diagnosis:9ccs219:Low birth wt:-0.108 Maternal Diagnosis:9ccs259:Unclassified:-0.099 Maternal Diagnosis:9ccs184:Early labor:-0.094 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.091 Maternal Maternal Procedure History:86580-postPregnancy:-0.089 Maternal Vital: Ht-postPregnancy:0.082 Newborn Diagnosis:9ccs200:Oth skin dx:-0.081 Maternal Diagnosis:9ccs3:Oth bact inf:-0.080 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.080 * Vital: HC-gain0to24 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 903 | OR_unadj: 1.731 [1.303 2.298] | indivs AUC:0.539 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.120 Newborn Diagnosis:9ccs5:HIV infectn:-0.106 Diagnosis:9ccs83:Epilepsy/cnv:-0.102 Maternal Diagnosis:9ccs160:Urin stone:0.085 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.079 Maternal Vital: Ht Percentile-otherPregnancy:-0.077 Maternal Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.074 Diagnosis:9ccs90:Eye infectn:0.069 Diagnosis:9ccs94:Other ear dx:-0.066 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.065 Maternal Maternal Lab History: ABS LYMPH-postPregnancy | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 487 | OR_unadj: 1.043 [0.714 1.524] | indivs AUC:0.475 Correlated most with: Maternal Maternal Lab History: ABS LYMPH-postPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.588 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.526 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.364 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.247 Maternal Maternal Lab History: RBC-postPregnancy:0.214 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.213 Maternal Maternal Lab History: WBC-postPregnancy:0.197 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.186 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.181 Vital: HR-avg5to7 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 274 | OR_unadj: 0.881 [0.526 1.476] | indivs AUC:0.533 Correlated most with: Maternal Diagnosis:9ccs55:Fluid/elc dx:-0.160 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.139 Diagnosis:9ccs145:Int obstruct:-0.133 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:-0.121 Diagnosis:9ccs246:FUO:-0.104 Maternal Diagnosis:9ccs133:Oth low resp:0.101 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.099 Maternal Diagnosis:9ccs204:Ot joint dx:-0.094 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.088 Maternal Maternal Procedure History:90658-postPregnancy:-0.085 * Vital: Wt Percentile-avg19to24 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 921 | OR_unadj: 2.119 [1.615 2.779] | indivs AUC:0.706 Correlated most with: Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.106 Diagnosis:9ccs48:Thyroid dsor:-0.101 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.092 Newborn Diagnosis:9ccs5:HIV infectn:-0.088 Maternal Vital: Wt-postPregnancy:0.085 Maternal Vital: Ht-postPregnancy:0.078 Maternal Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:-0.078 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.076 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.076 Newborn Diagnosis:9ccs59:Anemia:-0.076 Vital: HR-avg3to5 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 237 | OR_unadj: 0.904 [0.524 1.561] | indivs AUC:0.523 Correlated most with: Newborn Diagnosis:9ccs133:Oth low resp:0.222 Maternal Maternal Procedure History:90658-postPregnancy:-0.121 Maternal Diagnosis:9ccs102:Chest pain:0.117 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.113 Maternal Diagnosis:9ccs98:HTN:0.111 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.102 Newborn Diagnosis:9ccs256:Exam/eval:0.091 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:-0.089 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.082 Diagnosis:9ccs167:Breast dx:0.081 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1059 | OR_unadj: 1.048 [0.775 1.417] | indivs AUC:0.436 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.999 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.930 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.928 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.769 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.768 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.706 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.705 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.665 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.663 Vital: Ht Percentile-avg3to5 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 415 | OR_unadj: 0.745 [0.479 1.157] | indivs AUC:0.498 Correlated most with: Maternal Maternal Procedure History:96372-otherPregnancy:-0.100 Newborn Diagnosis:9ccs219:Low birth wt:-0.097 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.096 Maternal Diagnosis:9ccs184:Early labor:-0.095 Maternal Vital: Ht-postPregnancy:0.090 Maternal Diagnosis:9ccs185:Long pregncy:0.090 Maternal Diagnosis:9ccs255:Social admin:-0.089 Maternal Maternal Procedure History:97803-otherPregnancy:0.078 Maternal Diagnosis:9ccs3:Oth bact inf:-0.077 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.076 * Vital: Wt for Len Percentile-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1535 | OR_unadj: 4.512 [3.322 6.127] | indivs AUC:0.778 Correlated most with: Maternal Vital: Wt-postPregnancy:0.090 Diagnosis:9ccs48:Thyroid dsor:-0.082 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.077 Maternal Vital: Wt-otherPregnancy:0.076 Diagnosis:9ccs259:Unclassified:-0.073 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.067 Maternal Diagnosis:9ccs185:Long pregncy:0.062 Maternal Vital: Temp-otherPregnancy:0.062 Diagnosis:9ccs74:Ot mentl cnd:0.061 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1060 | OR_unadj: 1.111 [0.830 1.488] | indivs AUC:0.504 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.997 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.947 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.944 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.769 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.767 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.760 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.757 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.714 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.711 * Vital: Wt for Len Percentile-avg5to7 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 966 | OR_unadj: 1.961 [1.497 2.571] | indivs AUC:0.562 Correlated most with: Maternal Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:0.070 Maternal Maternal Lab History: ANION GAP-otherPregnancy:-0.067 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.066 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.065 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.065 Diagnosis:9ccs222:Perint jaund:-0.059 Diagnosis:9ccs75:Hx mental dx:0.058 Maternal Diagnosis:9ccs200:Oth skin dx:0.057 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.057 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:-0.056 Maternal Maternal Lab History: BASOPHIL-postPregnancy | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 519 | OR_unadj: 1.081 [0.729 1.602] | indivs AUC:0.574 Correlated most with: Maternal Maternal Lab History: BASOPHIL-postPregnancy:1.000 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.427 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.344 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.308 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.290 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.283 Maternal Maternal Lab History: RBC-postPregnancy:0.278 Maternal Maternal Lab History: WBC-postPregnancy:-0.252 Maternal Maternal Lab History: POLYS-postPregnancy:-0.244 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.203 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1057 | OR_unadj: 1.115 [0.833 1.493] | indivs AUC:0.511 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.997 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.947 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.945 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.769 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.768 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.759 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.757 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.713 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.711 * Vital: Wt Percentile-avg3to5 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 408 | OR_unadj: 1.512 [1.054 2.171] | indivs AUC:0.532 Correlated most with: Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.125 Maternal Maternal Lab History: INHMOM-postPregnancy:0.124 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.107 Diagnosis:9ccs195:Ot compl bir:-0.107 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.105 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:0.100 Maternal Diagnosis:9ccs128:Asthma:-0.099 Diagnosis:9ccs117:Ot circul dx:-0.095 Newborn Diagnosis:9ccs200:Oth skin dx:-0.094 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.093 Vital: Wt Percentile-avg1to3 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 358 | OR_unadj: 1.211 [0.811 1.809] | indivs AUC:0.584 Correlated most with: Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.141 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:0.121 Diagnosis:9ccs117:Ot circul dx:-0.117 Maternal Maternal Lab History: INHMOM-postPregnancy:0.114 Newborn Diagnosis:9ccs219:Low birth wt:-0.111 Maternal Maternal Procedure History:86580-postPregnancy:-0.110 Maternal Diagnosis:9ccs184:Early labor:-0.110 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.109 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.107 Maternal Maternal Lab History: AMP/SULBACTAM-postPregnancy:-0.101 * Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 638 | OR_unadj: 0.506 [0.287 0.890] | indivs AUC:0.477 Correlated most with: Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:1.000 Maternal Maternal Procedure History:81000-postPregnancy:0.684 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.279 Maternal Maternal Lab History: CREATININE-otherPregnancy:-0.251 Maternal Maternal Procedure History:99000-postPregnancy:0.239 Maternal Maternal Lab History: CREATININE-postPregnancy:-0.220 Maternal Maternal Lab History: POLYS-postPregnancy:0.210 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.208 Maternal Maternal Procedure History:99000-otherPregnancy:-0.192 Maternal Vital: BP-postPregnancy:-0.184 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1056 | OR_unadj: 1.052 [0.778 1.422] | indivs AUC:0.441 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.999 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.930 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.928 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.769 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.767 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.706 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.704 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.664 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.663 Census:Percent; Estimate; Percent high school graduate or higher-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1060 | OR_unadj: 1.130 [0.854 1.496] | indivs AUC:0.496 Correlated most with: Census:Percent; Estimate; Percent high school graduate or higher-latest:1.000 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.933 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.931 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.915 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.912 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.779 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.776 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.760 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.757 Vital: Wt Percentile-avg0to1 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 305 | OR_unadj: 0.948 [0.596 1.507] | indivs AUC:0.535 Correlated most with: Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.119 Diagnosis:9ccs44:Neoplsm unsp:0.110 Maternal Diagnosis:9ccs184:Early labor:-0.109 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.105 Maternal Diagnosis:9ccs122:Pneumonia:0.104 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.099 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.098 Maternal Diagnosis:9ccs185:Long pregncy:0.098 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.097 Newborn Diagnosis:9ccs219:Low birth wt:-0.097 * Vital: Wt Percentile-gain0to24 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 906 | OR_unadj: 1.985 [1.512 2.606] | indivs AUC:0.707 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.101 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.099 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090 Newborn Diagnosis:9ccs5:HIV infectn:-0.088 Maternal Vital: Wt-postPregnancy:0.084 Maternal Vital: Ht-postPregnancy:0.080 Maternal Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:-0.078 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.077 Newborn Diagnosis:9ccs59:Anemia:-0.077 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.077 * Diagnosis:9ccs10:Immuniz/scrn | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1406 | OR_unadj: 0.719 [0.517 0.999] | indivs AUC:0.515 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:1.000 Diagnosis:9ccs255:Social admin:0.458 Diagnosis:9ccs126:Ot up rsp in:0.312 Number of Visits:0.277 Diagnosis:9ccs7:Viral infect:0.207 Diagnosis:9ccs257:Ot aftercare:0.194 Diagnosis:9ccs92:Otitis media:0.191 Diagnosis:9ccs253:Allergy:0.179 Diagnosis:9ccs135:Intest infct:0.147 Diagnosis:9ccs90:Eye infectn:0.143 Census:Percent; Estimate; Percent high school graduate or higher-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1057 | OR_unadj: 1.134 [0.857 1.501] | indivs AUC:0.502 Correlated most with: Census:Percent; Estimate; Percent high school graduate or higher-birth:1.000 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.933 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.931 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.914 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.912 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.778 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.776 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.759 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.757 Census:Percent; Estimate; Percent bachelor's degree or higher-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1056 | OR_unadj: 1.054 [0.776 1.431] | indivs AUC:0.473 Correlated most with: Census:Percent; Estimate; Percent bachelor's degree or higher-birth:1.000 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.998 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.947 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.944 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.930 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.928 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.778 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.776 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.721 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.721 Maternal Vital: Wt Change-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 312 | OR_unadj: 0.820 [0.518 1.298] | indivs AUC:0.528 Correlated most with: Maternal Vital: Wt Change-postPregnancy:1.000 Maternal Maternal Procedure History:99000-postPregnancy:0.136 Maternal Maternal Procedure History:81000-postPregnancy:0.133 Maternal Vital: Ht-postPregnancy:0.126 Maternal Maternal Lab History: PH-otherPregnancy:-0.123 Maternal Maternal Lab History: ANION GAP-postPregnancy:-0.122 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.121 Maternal Maternal Procedure History:90656-otherPregnancy:0.118 Maternal Vital: Wt-postPregnancy:0.112 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.109 Census:Percent; Estimate; Percent bachelor's degree or higher-latest | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1059 | OR_unadj: 1.050 [0.773 1.426] | indivs AUC:0.466 Correlated most with: Census:Percent; Estimate; Percent bachelor's degree or higher-latest:1.000 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.998 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.947 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.945 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.930 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.928 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.779 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.776 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.722 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.722 Maternal Vital: Temp-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 268 | OR_unadj: 1.249 [0.793 1.967] | indivs AUC:0.532 Correlated most with: Maternal Vital: Temp-postPregnancy:1.000 Maternal Vital: Temp-otherPregnancy:0.219 Maternal Maternal Lab History: A/G-postPregnancy:-0.170 Maternal Maternal Procedure History:36415-otherPregnancy:-0.153 Maternal Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:-0.149 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.148 Maternal Maternal Lab History: GLOBULIN-postPregnancy:0.145 Maternal Vital: Wt-postPregnancy:0.145 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.140 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.130 Maternal Maternal Lab History: CREATININE-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 330 | OR_unadj: nan [ nan nan] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: CREATININE-postPregnancy:1.000 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.342 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.298 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.220 Maternal Maternal Procedure History:81000-postPregnancy:-0.218 Maternal Maternal Procedure History:99000-otherPregnancy:0.192 Maternal Maternal Procedure History:90656-otherPregnancy:0.148 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.146 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.145 Maternal Maternal Lab History: AST-postPregnancy:0.139 * Vital: BMI Percentile-avg19to24 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 288 | OR_unadj: 1.640 [1.099 2.447] | indivs AUC:0.528 Correlated most with: Newborn Diagnosis:9ccs59:Anemia:-0.115 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.115 Diagnosis:9ccs259:Unclassified:-0.113 Maternal Diagnosis:9ccs92:Otitis media:-0.110 Diagnosis:9ccs44:Neoplsm unsp:-0.108 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.097 Diagnosis:9ccs70:Schizo/rl dx:-0.092 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.090 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.089 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.088 Vital: HR-avg0to1 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 209 | OR_unadj: 0.618 [0.317 1.205] | indivs AUC:0.448 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:-0.137 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.134 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.126 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.126 Maternal Maternal Lab History: HERPES I IgG-otherPregnancy:-0.125 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.121 Maternal Vital: PL-otherPregnancy:-0.121 Maternal Maternal Lab History: PT-postPregnancy:-0.112 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.111 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.105 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 282 | OR_unadj: 0.738 [0.443 1.231] | indivs AUC:0.471 Correlated most with: Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:1.000 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:0.261 Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.226 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.205 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.202 Maternal Maternal Lab History: WBC-postPregnancy:-0.186 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:-0.175 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:-0.146 Maternal Maternal Lab History: URINE KETONES-postPregnancy:-0.132 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:-0.129 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 484 | OR_unadj: 0.861 [0.574 1.289] | indivs AUC:0.472 Correlated most with: Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:1.000 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.611 Maternal Maternal Lab History: WBC-postPregnancy:0.564 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:0.521 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.327 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.315 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.297 Maternal Maternal Lab History: WBC-otherPregnancy:0.221 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.217 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.213 Vital: RR-avg16to19 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 154 | OR_unadj: 1.347 [0.768 2.362] | indivs AUC:0.513 Correlated most with: Maternal Maternal Lab History: RETIC HGB-postPregnancy:-0.179 Maternal Maternal Lab History: RET %-postPregnancy:0.151 Maternal Maternal Lab History: RET ABS-postPregnancy:0.146 Maternal Diagnosis:9ccs1:Tuberculosis:-0.144 Maternal Diagnosis:9ccs217:Ot cong anom:-0.123 Maternal Maternal Procedure History:90658-postPregnancy:-0.120 Maternal Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:-0.093 Newborn Diagnosis:9ccs191:Amnios dx:0.092 Diagnosis:9ccs240:Burns:0.091 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.089 * Vital: RR-avg5to7 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 164 | OR_unadj: 0.339 [0.136 0.845] | indivs AUC:0.492 Correlated most with: Maternal Diagnosis:9ccs55:Fluid/elc dx:-0.194 Diagnosis:9ccs125:Bronchitis:0.128 Maternal Maternal Procedure History:90658-postPregnancy:-0.119 Diagnosis:9ccs246:FUO:-0.099 Maternal Diagnosis:9ccs204:Ot joint dx:-0.099 Number of Visits:0.095 Diagnosis:9ccs10:Immuniz/scrn:0.092 Diagnosis:9ccs231:Oth fracture:0.092 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.091 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.089 Maternal Vital: BMI-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 308 | OR_unadj: 1.059 [0.563 1.991] | indivs AUC:0.516 Correlated most with: Maternal Vital: BMI-otherPregnancy:1.000 Maternal Vital: BMI-postPregnancy:0.256 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.246 Maternal Vital: Wt-otherPregnancy:0.243 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.185 Maternal Maternal Lab History: RDW-otherPregnancy:0.183 Maternal Maternal Procedure History:86580-otherPregnancy:0.179 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.170 Maternal Vital: Wt-postPregnancy:0.164 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.157 Vital: Wt Change-avg0to1 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 223 | OR_unadj: 0.616 [0.325 1.165] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: LH-postPregnancy:0.128 Maternal Maternal Lab History: FASTING-postPregnancy:-0.109 Lab:323825 STREP SCREEN THROAT - Sunrise:0.107 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.105 Newborn Diagnosis:9ccs197:Skin infectn:0.103 Maternal Maternal Lab History: HERPES I IgG-otherPregnancy:0.098 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.096 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.096 Maternal Maternal Lab History: FASTING-otherPregnancy:-0.095 Maternal Maternal Procedure History:96372-otherPregnancy:-0.091 Maternal Maternal Lab History: CALCIUM-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 332 | OR_unadj: 0.847 [0.539 1.330] | indivs AUC:0.507 Correlated most with: Maternal Maternal Lab History: CALCIUM-postPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.582 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.538 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.342 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.300 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.275 Maternal Maternal Lab History: SODIUM-postPregnancy:0.273 Maternal Maternal Lab History: PTT-postPregnancy:0.271 Maternal Maternal Lab History: LDH-postPregnancy:-0.266 Maternal Maternal Lab History: INR-postPregnancy:0.255 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 255 | OR_unadj: 0.646 [0.350 1.193] | indivs AUC:0.484 Correlated most with: Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.184 Maternal Vital: Wt Percentile-otherPregnancy:0.183 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.162 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.150 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.146 Maternal Maternal Lab History: MICROALBUMIN-postPregnancy:-0.146 Maternal Maternal Procedure History:93005-otherPregnancy:-0.146 Maternal Maternal Lab History: MICRO/CREAT RATIO-postPregnancy:-0.146 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:0.139 Diagnosis:9ccs255:Social admin | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1616 | OR_unadj: 0.664 [0.382 1.152] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs255:Social admin:1.000 Diagnosis:9ccs10:Immuniz/scrn:0.458 Diagnosis:9ccs126:Ot up rsp in:0.355 Diagnosis:9ccs253:Allergy:0.212 Diagnosis:9ccs92:Otitis media:0.192 Diagnosis:9ccs257:Ot aftercare:0.190 Diagnosis:9ccs7:Viral infect:0.187 Number of Visits:0.148 Diagnosis:9ccs90:Eye infectn:0.125 Diagnosis:9ccs125:Bronchitis:0.124 Vital: RR-avg7to10 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 231 | OR_unadj: 0.785 [0.423 1.459] | indivs AUC:0.514 Correlated most with: Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.129 Diagnosis:9ccs10:Immuniz/scrn:0.128 Maternal Diagnosis:9ccs217:Ot cong anom:-0.122 Diagnosis:9ccs125:Bronchitis:0.117 Diagnosis:9ccs106:Dysrhythmia:0.102 Maternal Diagnosis:9ccs96:Hrt valve dx:0.102 Maternal Maternal Procedure History:90658-postPregnancy:-0.102 Diagnosis:9ccs257:Ot aftercare:0.095 Lab:292208 CBC/DIFF/PLT - Sunrise:-0.091 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:-0.086 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 391 | OR_unadj: 1.173 [0.726 1.895] | indivs AUC:0.540 Correlated most with: Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:1.000 Maternal Maternal Procedure History:81025-postPregnancy:0.273 Maternal Maternal Procedure History:96372-postPregnancy:0.192 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.163 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.159 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:-0.159 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.148 Maternal Maternal Lab History: LACTIC ACID-postPregnancy:0.139 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.133 Maternal Maternal Procedure History:90663-postPregnancy:0.131 Vital: RR-avg10to13 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 215 | OR_unadj: 1.323 [0.778 2.248] | indivs AUC:0.486 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN S-otherPregnancy:-0.240 Maternal Maternal Lab History: PTT-otherPregnancy:-0.132 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.115 Diagnosis:9ccs128:Asthma:0.108 Diagnosis:9ccs221:Resp distres:0.106 Maternal Diagnosis:9ccs217:Ot cong anom:-0.106 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.094 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.094 Maternal Maternal Lab History: HERPES I IgG-otherPregnancy:-0.091 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.090 Maternal Maternal Lab History: Alk Phos-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 320 | OR_unadj: 1.288 [0.758 2.187] | indivs AUC:0.522 Correlated most with: Maternal Maternal Lab History: Alk Phos-postPregnancy:1.000 Maternal Maternal Lab History: LDH-postPregnancy:0.396 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.386 Maternal Maternal Lab History: ALT-postPregnancy:0.374 Maternal Maternal Lab History: AST-postPregnancy:0.368 Maternal Maternal Lab History: CALCIUM-postPregnancy:-0.300 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.296 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:0.237 Maternal Maternal Lab History: INR-postPregnancy:-0.209 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.206 Maternal Vital: HR-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 291 | OR_unadj: 1.311 [0.844 2.037] | indivs AUC:0.514 Correlated most with: Maternal Vital: HR-otherPregnancy:1.000 Maternal Vital: HR-postPregnancy:0.327 Maternal Vital: PL-otherPregnancy:0.246 Maternal Maternal Lab History: AFP-otherPregnancy:0.201 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.184 Maternal Vital: BP-otherPregnancy:0.167 Maternal Vital: Ht-otherPregnancy:0.165 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.160 Maternal Maternal Procedure History:93005-otherPregnancy:0.139 Maternal Maternal Procedure History:81000-postPregnancy:-0.138 * Maternal Vital: Wt-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 316 | OR_unadj: 1.666 [1.070 2.593] | indivs AUC:0.543 Correlated most with: Maternal Vital: Wt-otherPregnancy:1.000 Maternal Vital: Wt-postPregnancy:0.634 Maternal Vital: BP-otherPregnancy:0.437 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.300 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.290 Maternal Vital: Ht-otherPregnancy:0.289 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.256 Maternal Vital: BMI-otherPregnancy:0.243 Maternal Vital: BMI Percentile-otherPregnancy:0.226 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.204 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 334 | OR_unadj: 0.739 [0.424 1.289] | indivs AUC:0.449 Correlated most with: Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:1.000 Maternal Maternal Lab History: PH-postPregnancy:0.319 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.272 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.269 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.253 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.223 Maternal Maternal Lab History: PO2-postPregnancy:-0.210 Maternal Maternal Lab History: UIBC-postPregnancy:-0.206 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.191 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:0.188 Maternal Diagnosis:9ccs195:Ot compl bir | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 725 | OR_unadj: 1.290 [0.988 1.685] | indivs AUC:0.522 Correlated most with: Maternal Diagnosis:9ccs195:Ot compl bir:1.000 Newborn Diagnosis:9ccs256:Exam/eval:0.154 MatDeliveryAge:0.128 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.120 Maternal Diagnosis:9ccs191:Amnios dx:0.105 Maternal Diagnosis:9ccs190:Fetal distrs:0.102 Newborn Diagnosis:9ccs224:Ot perint dx:0.101 Maternal Diagnosis:9ccs46:Bnign ut neo:0.080 Maternal Vital: Wt-postPregnancy:0.074 Newborn Diagnosis:9ccs222:Perint jaund:0.071 Vital: RR-avg19to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 166 | OR_unadj: 0.936 [0.487 1.798] | indivs AUC:0.506 Correlated most with: Maternal Diagnosis:9ccs1:Tuberculosis:-0.145 Diagnosis:9ccs123:Influenza:0.137 Maternal Maternal Procedure History:90658-postPregnancy:-0.135 Maternal Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:-0.131 Diagnosis:9ccs59:Anemia:0.100 Diagnosis:9ccs132:Lung externl:-0.096 Maternal Vital: BMI Percentile-postPregnancy:-0.094 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.088 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.086 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.086 Maternal Vital: BP-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 314 | OR_unadj: 1.341 [0.868 2.070] | indivs AUC:0.539 Correlated most with: Maternal Vital: BP-otherPregnancy:1.000 Maternal Vital: Wt-otherPregnancy:0.437 Maternal Vital: BP-postPregnancy:0.421 Maternal Vital: Wt-postPregnancy:0.297 Maternal Maternal Lab History: RBC-otherPregnancy:0.293 Maternal Maternal Lab History: MCH-otherPregnancy:-0.209 Maternal Vital: Ht-otherPregnancy:0.202 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.195 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.173 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.168 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 281 | OR_unadj: 1.080 [0.683 1.709] | indivs AUC:0.522 Correlated most with: Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.928 Maternal Maternal Lab History: RBC-otherPregnancy:0.652 Maternal Maternal Lab History: MCV-otherPregnancy:0.361 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.335 Maternal Maternal Lab History: RDW-otherPregnancy:-0.333 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.323 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.307 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.292 Maternal Maternal Lab History: MCH-otherPregnancy:0.281 Maternal Vital: Ht-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 309 | OR_unadj: 1.065 [0.679 1.670] | indivs AUC:0.526 Correlated most with: Maternal Vital: Ht-otherPregnancy:1.000 Maternal Vital: Ht-postPregnancy:0.610 Maternal Vital: Wt-otherPregnancy:0.289 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.213 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.212 Maternal Vital: BP-otherPregnancy:0.202 Maternal Vital: Wt-postPregnancy:0.196 Maternal Maternal Lab History: Alk Phos-otherPregnancy:-0.179 Maternal Vital: HR-otherPregnancy:0.165 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.158 Vital: RR-avg1to3 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 162 | OR_unadj: 1.250 [0.715 2.185] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs73:Preadult dx:-0.220 Maternal Diagnosis:9ccs1:Tuberculosis:-0.144 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.139 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.138 Maternal Maternal Lab History: BILE ACIDS-postPregnancy:0.133 Maternal Maternal Lab History: CHOLIC ACID-postPregnancy:0.132 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.129 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy:0.119 Maternal Diagnosis:9ccs204:Ot joint dx:-0.101 Newborn Diagnosis:9ccs197:Skin infectn:0.097 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 281 | OR_unadj: 1.130 [0.720 1.775] | indivs AUC:0.521 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:1.000 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.928 Maternal Maternal Lab History: MCH-otherPregnancy:0.550 Maternal Maternal Lab History: RBC-otherPregnancy:0.530 Maternal Maternal Lab History: RDW-otherPregnancy:-0.458 Maternal Maternal Lab History: MCV-otherPregnancy:0.425 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.354 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.322 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.300 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.267 Vital: RR-avg3to5 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 144 | OR_unadj: 0.813 [0.383 1.729] | indivs AUC:0.505 Correlated most with: Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.175 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.170 Maternal Maternal Procedure History:87880-postPregnancy:0.153 Maternal Maternal Diagnosis:9ccs123:Influenza-postPregnancy:0.147 Maternal Maternal Procedure History:90658-postPregnancy:-0.146 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.132 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.132 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.120 Diagnosis:9ccs106:Dysrhythmia:0.114 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.114 Vital: RR-avg13to16 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 163 | OR_unadj: 0.770 [0.363 1.632] | indivs AUC:0.480 Correlated most with: Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.134 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.124 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.109 Maternal Vital: Wt Percentile-otherPregnancy:0.109 Maternal Diagnosis:9ccs204:Ot joint dx:-0.108 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.103 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.102 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.100 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.100 Diagnosis:9ccs125:Bronchitis:0.100 Maternal Maternal Lab History: WBC-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 281 | OR_unadj: 1.232 [0.769 1.973] | indivs AUC:0.525 Correlated most with: Maternal Maternal Lab History: WBC-otherPregnancy:1.000 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.823 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.574 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.484 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.413 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.298 Maternal Maternal Lab History: WBC-postPregnancy:0.291 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.283 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.257 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.221 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 337 | OR_unadj: 1.151 [0.638 2.078] | indivs AUC:0.524 Correlated most with: Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.256 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.251 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.221 Maternal Maternal Lab History: BUN-postPregnancy:0.202 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.194 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.184 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.184 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.182 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.170 * Maternal Diagnosis:9ccs186:DM in preg | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 164 | OR_unadj: 2.045 [1.396 2.995] | indivs AUC:0.503 Correlated most with: Maternal Diagnosis:9ccs186:DM in preg:1.000 Maternal Diagnosis:9ccs49:DiabMel no c:0.409 Newborn Diagnosis:9ccs259:Unclassified:0.292 MatDeliveryAge:0.211 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.169 Maternal Diagnosis:9ccs176:Contraceptiv:0.135 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.123 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.106 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.105 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.104 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 236 | OR_unadj: 1.482 [0.910 2.416] | indivs AUC:0.529 Correlated most with: Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:1.000 Maternal Maternal Lab History: WBC-otherPregnancy:0.823 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.703 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.617 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.552 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.241 Maternal Maternal Lab History: WBC-postPregnancy:0.236 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.227 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.192 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.174 Maternal Maternal Lab History: ALT-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 318 | OR_unadj: 0.693 [0.342 1.405] | indivs AUC:0.460 Correlated most with: Maternal Maternal Lab History: ALT-postPregnancy:1.000 Maternal Maternal Lab History: AST-postPregnancy:0.637 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.374 Maternal Maternal Procedure History:90663-postPregnancy:0.348 Maternal Maternal Procedure History:90470-postPregnancy:0.346 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.339 Maternal Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.318 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.260 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.245 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.241 Maternal Maternal Lab History: MCH-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 281 | OR_unadj: 0.691 [0.420 1.135] | indivs AUC:0.440 Correlated most with: Maternal Maternal Lab History: MCH-otherPregnancy:1.000 Maternal Maternal Lab History: MCV-otherPregnancy:0.792 Maternal Maternal Lab History: RDW-otherPregnancy:-0.618 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.550 Maternal Maternal Lab History: MCH-postPregnancy:0.430 Maternal Maternal Lab History: MCV-postPregnancy:0.397 Maternal Maternal Lab History: RBC-otherPregnancy:-0.377 Maternal Maternal Lab History: RDW-postPregnancy:-0.296 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.281 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.256 * Diagnosis:9ccs200:Oth skin dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 461 | OR_unadj: 0.717 [0.522 0.985] | indivs AUC:0.465 Correlated most with: Diagnosis:9ccs200:Oth skin dx:1.000 Number of Visits:0.231 Diagnosis:9ccs253:Allergy:0.201 Diagnosis:9ccs155:Other GI dx:0.168 Diagnosis:9ccs7:Viral infect:0.158 Diagnosis:9ccs256:Exam/eval:0.140 Diagnosis:9ccs239:Superfic inj:0.138 Diagnosis:9ccs126:Ot up rsp in:0.119 Diagnosis:9ccs255:Social admin:0.113 Diagnosis:9ccs10:Immuniz/scrn:0.106 Vital: RR-avg0to1 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 140 | OR_unadj: 0.974 [0.474 2.002] | indivs AUC:0.496 Correlated most with: Maternal Diagnosis:9ccs168:PID:0.133 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:-0.123 Maternal Diagnosis:9ccs204:Ot joint dx:-0.122 Maternal Diagnosis:9ccs46:Bnign ut neo:-0.114 Maternal Diagnosis:9ccs210:SLE:-0.111 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.109 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.093 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.086 Maternal Maternal Lab History: LH-postPregnancy:0.082 Diagnosis:9ccs224:Ot perint dx:0.079 Maternal Maternal Lab History: MCV-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 281 | OR_unadj: 0.814 [0.499 1.328] | indivs AUC:0.468 Correlated most with: Maternal Maternal Lab History: MCV-otherPregnancy:1.000 Maternal Maternal Lab History: MCH-otherPregnancy:0.792 Maternal Maternal Lab History: RDW-otherPregnancy:-0.560 Maternal Maternal Lab History: MCV-postPregnancy:0.503 Maternal Maternal Lab History: RBC-otherPregnancy:-0.469 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.425 Maternal Maternal Lab History: MCH-postPregnancy:0.403 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.361 Maternal Maternal Lab History: RDW-postPregnancy:-0.293 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.234 Maternal Maternal Lab History: RBC-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 281 | OR_unadj: 1.324 [0.838 2.089] | indivs AUC:0.550 Correlated most with: Maternal Maternal Lab History: RBC-otherPregnancy:1.000 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.652 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.530 Maternal Maternal Lab History: MCV-otherPregnancy:-0.469 Maternal Maternal Lab History: MCH-otherPregnancy:-0.377 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.333 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.293 Maternal Vital: BP-otherPregnancy:0.293 Maternal Maternal Lab History: RBC-postPregnancy:0.292 Maternal Maternal Lab History: MCV-postPregnancy:-0.223 Maternal Maternal Lab History: POTASSIUM-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 332 | OR_unadj: 1.049 [0.658 1.672] | indivs AUC:0.433 Correlated most with: Maternal Maternal Lab History: POTASSIUM-postPregnancy:1.000 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:0.306 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.242 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.190 Maternal Maternal Lab History: SODIUM-postPregnancy:0.175 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.166 Maternal Diagnosis:9ccs95:Oth nerv dx:0.148 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.145 Maternal Maternal Lab History: RETICULOCYTES-postPregnancy:-0.140 Maternal Maternal Lab History: CHr(RETIC HGB CONTENT)-postPregnancy:-0.140 Maternal Maternal Lab History: CHLORIDE-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 332 | OR_unadj: 0.970 [0.615 1.529] | indivs AUC:0.483 Correlated most with: Maternal Maternal Lab History: CHLORIDE-postPregnancy:1.000 Maternal Maternal Lab History: SODIUM-postPregnancy:0.298 Maternal Maternal Procedure History:36416-postPregnancy:-0.202 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:0.172 Maternal Maternal Lab History: LDL-postPregnancy:-0.163 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:-0.159 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.145 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.143 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.141 Maternal Maternal Procedure History:90472-postPregnancy:-0.140 Maternal Maternal Procedure History:81000-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 314 | OR_unadj: 1.065 [0.679 1.670] | indivs AUC:0.502 Correlated most with: Maternal Maternal Procedure History:81000-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.654 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.376 Maternal Maternal Procedure History:99401-otherPregnancy:0.329 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.324 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.249 Maternal Maternal Procedure History:81000-postPregnancy:0.220 Maternal Maternal Procedure History:90656-otherPregnancy:-0.219 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.215 Maternal Maternal Lab History: TSH-otherPregnancy:-0.212 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 370 | OR_unadj: 0.918 [0.588 1.434] | indivs AUC:0.495 Correlated most with: Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.159 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:-0.159 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.158 Maternal Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.143 Maternal Maternal Lab History: LEAD LEVEL-otherPregnancy:-0.138 Maternal Vital: RR-postPregnancy:-0.132 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.127 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.116 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:0.114 Maternal Maternal Lab History: SODIUM-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 332 | OR_unadj: 1.008 [0.627 1.620] | indivs AUC:0.458 Correlated most with: Maternal Maternal Lab History: SODIUM-postPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.335 Maternal Maternal Lab History: BUN-postPregnancy:0.311 Maternal Maternal Lab History: CHLORIDE-postPregnancy:0.298 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.287 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.273 Maternal Maternal Lab History: SODIUM-otherPregnancy:0.265 Maternal Maternal Procedure History:97032-postPregnancy:-0.229 Maternal Maternal Procedure History:97010-postPregnancy:-0.216 Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.215 Vital: BMI Percentile-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 258 | OR_unadj: 1.431 [0.924 2.214] | indivs AUC:0.525 Correlated most with: Newborn Diagnosis:9ccs59:Anemia:-0.121 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.121 Diagnosis:9ccs259:Unclassified:-0.114 Diagnosis:9ccs70:Schizo/rl dx:-0.097 Lab:296169 RETICULOCYTE COUNT- LMC:0.086 Diagnosis:9ccs58:Ot nutrit dx:0.081 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.076 Diagnosis:9ccs188:Pelvic obstr:-0.074 Diagnosis:9ccs196:Nml preg/del:-0.072 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.072 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 321 | OR_unadj: 0.918 [0.578 1.458] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.795 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.538 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.296 Maternal Maternal Lab History: SODIUM-postPregnancy:0.287 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.254 Maternal Maternal Lab History: PTT-postPregnancy:0.241 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.233 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.230 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.228 Maternal Maternal Lab History: ESTRIOL-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 164 | OR_unadj: 1.485 [0.828 2.663] | indivs AUC:0.531 Correlated most with: Maternal Maternal Lab History: ESTRIOL-postPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.458 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.253 Maternal Maternal Lab History: APF MoM-postPregnancy:0.230 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.199 Diagnosis:9ccs233:Intracrn inj:-0.178 Maternal Maternal Lab History: INHMOM-postPregnancy:0.175 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.171 Newborn Diagnosis:9ccs5:HIV infectn:-0.170 Diagnosis:9ccs252:Fatigue:0.157 Maternal Maternal Lab History: RUBELLA-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 167 | OR_unadj: 0.605 [0.258 1.421] | indivs AUC:0.476 Correlated most with: Maternal Maternal Lab History: RUBELLA-postPregnancy:1.000 Maternal Maternal Lab History: RUBELLA-otherPregnancy:0.307 Maternal Maternal Lab History: VARICELLA IGM-postPregnancy:0.250 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.216 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.208 Maternal Maternal Procedure History:86580-postPregnancy:0.183 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.156 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.155 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.148 Newborn Diagnosis:9ccs221:Resp distres:0.142 Maternal Maternal Lab History: RDW-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 280 | OR_unadj: 1.136 [0.672 1.920] | indivs AUC:0.505 Correlated most with: Maternal Maternal Lab History: RDW-otherPregnancy:1.000 Maternal Maternal Lab History: MCH-otherPregnancy:-0.618 Maternal Maternal Lab History: MCV-otherPregnancy:-0.560 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.458 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.333 Maternal Maternal Lab History: RDW-postPregnancy:0.262 Maternal Maternal Lab History: MCH-postPregnancy:-0.252 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.244 Maternal Maternal Lab History: FERRITIN-otherPregnancy:-0.243 Maternal Maternal Lab History: MCV-postPregnancy:-0.243 Diagnosis:9ccs253:Allergy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 840 | OR_unadj: 0.970 [0.744 1.266] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs253:Allergy:1.000 Number of Visits:0.271 Diagnosis:9ccs255:Social admin:0.212 Diagnosis:9ccs200:Oth skin dx:0.201 Diagnosis:9ccs10:Immuniz/scrn:0.179 Diagnosis:9ccs4:Mycoses:0.177 Diagnosis:9ccs126:Ot up rsp in:0.157 Diagnosis:9ccs257:Ot aftercare:0.157 Diagnosis:9ccs7:Viral infect:0.155 Diagnosis:9ccs239:Superfic inj:0.139 Maternal Maternal Lab History: AST-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 269 | OR_unadj: 0.811 [0.398 1.653] | indivs AUC:0.473 Correlated most with: Maternal Maternal Lab History: AST-postPregnancy:1.000 Maternal Maternal Lab History: ALT-postPregnancy:0.637 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.368 Maternal Maternal Lab History: LDH-postPregnancy:0.300 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.292 Maternal Maternal Lab History: PO2-postPregnancy:0.199 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.198 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.198 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.196 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.196 Vital: Wt for Len Percentile-avg3to5 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 228 | OR_unadj: 1.556 [0.962 2.517] | indivs AUC:0.535 Correlated most with: Maternal Maternal Procedure History:90472-postPregnancy:0.124 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.119 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.116 Maternal Diagnosis:9ccs122:Pneumonia:0.108 Maternal Maternal Procedure History:90663-postPregnancy:-0.092 Maternal Maternal Procedure History:90470-postPregnancy:-0.089 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.085 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.084 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.084 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.079 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 310 | OR_unadj: 1.109 [0.701 1.756] | indivs AUC:0.476 Correlated most with: Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:1.000 Maternal Maternal Procedure History:81000-otherPregnancy:0.654 Maternal Maternal Procedure History:99401-otherPregnancy:0.312 Maternal Maternal Procedure History:36415-otherPregnancy:0.298 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.285 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.213 Maternal Vital: PL-otherPregnancy:0.211 Maternal Maternal Procedure History:90656-otherPregnancy:-0.198 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.197 Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:0.189 Maternal Maternal Lab History: URINE PH-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 282 | OR_unadj: 0.705 [0.447 1.113] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: URINE PH-postPregnancy:1.000 Maternal Maternal Lab History: URINE PH-otherPregnancy:0.210 Maternal Vital: BP-postPregnancy:-0.153 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:-0.141 Maternal Maternal Lab History: AMYLASE-postPregnancy:-0.124 Maternal Vital: SpO2-postPregnancy:0.124 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.122 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.115 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:-0.114 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.113 Maternal Maternal Lab History: BASOPHIL-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 251 | OR_unadj: 0.750 [0.414 1.360] | indivs AUC:0.501 Correlated most with: Maternal Maternal Lab History: BASOPHIL-otherPregnancy:1.000 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.201 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.160 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:-0.158 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.151 Maternal Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.148 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.145 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.139 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.136 Maternal Maternal Lab History: THYROGLOBULIN AB-postPregnancy:-0.124 Maternal Vital: PL-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 152 | OR_unadj: 0.568 [0.258 1.251] | indivs AUC:0.488 Correlated most with: Maternal Vital: PL-postPregnancy:1.000 Maternal Maternal Lab History: RET %-postPregnancy:0.199 Maternal Maternal Lab History: RET ABS-postPregnancy:0.194 Maternal Maternal Lab History: RETIC HGB-postPregnancy:-0.185 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:0.174 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:0.174 Maternal Maternal Lab History: IRON-otherPregnancy:0.174 Maternal Maternal Lab History: FOLATE-otherPregnancy:0.174 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:-0.169 Maternal Vital: HR-postPregnancy:0.159 Maternal Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 178 | OR_unadj: 1.268 [0.843 1.907] | indivs AUC:0.525 Correlated most with: Maternal Diagnosis:9ccs10:Immuniz/scrn:1.000 Maternal Diagnosis:9ccs181:Ot preg comp:0.467 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.114 Maternal Diagnosis:9ccs210:SLE:0.100 Maternal Diagnosis:9ccs259:Unclassified:0.100 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.085 Maternal Maternal Procedure History:90470-postPregnancy:0.076 Maternal Maternal Procedure History:90663-postPregnancy:0.076 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.075 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.073 Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 179 | OR_unadj: 0.756 [0.357 1.602] | indivs AUC:0.489 Correlated most with: Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:1.000 Maternal Maternal Lab History: SODIUM-postPregnancy:0.215 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.204 Maternal Maternal Procedure History:86703-postPregnancy:0.197 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.184 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.171 Maternal Maternal Lab History: BUN-otherPregnancy:0.161 Maternal Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:-0.145 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.136 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.125 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 275 | OR_unadj: 0.925 [0.551 1.552] | indivs AUC:0.517 Correlated most with: Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.847 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.617 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.538 Maternal Maternal Lab History: WBC-otherPregnancy:-0.484 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.392 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:-0.236 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.208 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.196 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.181 Maternal Maternal Lab History: ALBUMIN-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 321 | OR_unadj: 0.826 [0.531 1.287] | indivs AUC:0.465 Correlated most with: Maternal Maternal Lab History: ALBUMIN-postPregnancy:1.000 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.795 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.582 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.386 Maternal Maternal Lab History: SODIUM-postPregnancy:0.335 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.316 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.280 Maternal Maternal Lab History: LDH-postPregnancy:-0.272 Maternal Maternal Lab History: RBC-postPregnancy:0.268 Maternal Maternal Lab History: INR-postPregnancy:0.266 Maternal Maternal Lab History: MPV-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 247 | OR_unadj: 1.122 [0.655 1.921] | indivs AUC:0.519 Correlated most with: Maternal Maternal Lab History: MPV-otherPregnancy:1.000 Maternal Maternal Lab History: MPV-postPregnancy:0.421 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.420 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:-0.225 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.196 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:-0.190 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.168 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:0.167 Maternal Maternal Lab History: CALCIUM-otherPregnancy:-0.167 Maternal Maternal Lab History: FOLATE-otherPregnancy:0.159 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 281 | OR_unadj: 0.987 [0.602 1.619] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:1.000 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.488 Maternal Maternal Lab History: MPV-otherPregnancy:-0.420 Maternal Maternal Lab History: WBC-otherPregnancy:0.283 Maternal Maternal Lab History: MPV-postPregnancy:-0.282 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.256 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:0.250 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.227 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.223 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.180 Maternal Maternal Procedure History:81000-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 337 | OR_unadj: 0.637 [0.315 1.287] | indivs AUC:0.550 Correlated most with: Maternal Maternal Procedure History:81000-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.684 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.372 Diagnosis:9ccs129:Asp pneumon:0.257 Maternal Maternal Procedure History:99401-postPregnancy:0.255 Maternal Maternal Procedure History:99000-postPregnancy:0.221 Maternal Maternal Procedure History:81000-otherPregnancy:0.220 Maternal Maternal Lab History: CREATININE-postPregnancy:-0.218 Maternal Maternal Lab History: CREATININE-otherPregnancy:-0.198 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.192 Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 116 | OR_unadj: 1.341 [0.705 2.553] | indivs AUC:0.522 Correlated most with: Lab:295669 BILIRUBIN DIRECT - LMC:1.000 Maternal Diagnosis:9ccs200:Oth skin dx:-0.224 Lab:296169 RETICULOCYTE COUNT- LMC:-0.218 Lab:294203 BILIRUBIN TOTAL - LMC:0.191 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.139 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.125 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.115 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.112 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.102 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.097 Diagnosis:9ccs90:Eye infectn | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 400 | OR_unadj: 1.181 [0.871 1.601] | indivs AUC:0.560 Correlated most with: Diagnosis:9ccs90:Eye infectn:1.000 Number of Visits:0.286 Diagnosis:9ccs92:Otitis media:0.231 Diagnosis:9ccs7:Viral infect:0.205 Diagnosis:9ccs126:Ot up rsp in:0.191 Diagnosis:9ccs10:Immuniz/scrn:0.143 Diagnosis:9ccs125:Bronchitis:0.129 Diagnosis:9ccs255:Social admin:0.125 Diagnosis:9ccs133:Oth low resp:0.117 Diagnosis:9ccs135:Intest infct:0.112 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 271 | OR_unadj: 0.887 [0.487 1.618] | indivs AUC:0.521 Correlated most with: Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:1.000 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.272 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.223 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.185 Maternal Vital: SpO2-otherPregnancy:0.130 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.125 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.123 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.122 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.115 Maternal Vital: HR-otherPregnancy:-0.112 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 237 | OR_unadj: 1.369 [0.873 2.146] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:1.000 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.847 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.703 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:-0.571 Maternal Maternal Lab History: WBC-otherPregnancy:0.413 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.241 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:-0.223 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.199 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.177 Newborn Diagnosis:9ccs5:HIV infectn:-0.175 Maternal Maternal Lab History: Alk Phos-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 215 | OR_unadj: 1.115 [0.606 2.053] | indivs AUC:0.479 Correlated most with: Maternal Maternal Lab History: Alk Phos-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:0.320 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:0.258 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:-0.216 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.206 Maternal Maternal Lab History: AST-otherPregnancy:0.202 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.197 Maternal Maternal Lab History: MPV-otherPregnancy:0.196 Maternal Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.185 Maternal Vital: Ht-otherPregnancy:-0.179 Maternal Maternal Lab History: URINE PH-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 236 | OR_unadj: 0.816 [0.438 1.518] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: URINE PH-otherPregnancy:1.000 Maternal Maternal Lab History: URINE PH-postPregnancy:0.210 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.173 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.147 Maternal Vital: BP-otherPregnancy:-0.140 Maternal Maternal Procedure History:S9470-otherPregnancy:0.136 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.133 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.126 Maternal Maternal Lab History: METAMYELOCYTE-otherPregnancy:0.125 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.124 * Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 126 | OR_unadj: 2.633 [1.381 5.022] | indivs AUC:0.524 Correlated most with: Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:1.000 Maternal Maternal Lab History: VLDL-postPregnancy:0.763 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.672 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.390 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.364 Maternal Maternal Lab History: LH-postPregnancy:-0.286 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.265 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.225 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.217 Maternal Maternal Lab History: FASTING-postPregnancy:0.214 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 125 | OR_unadj: 0.504 [0.180 1.416] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:1.000 Newborn Diagnosis:9ccs47:Ot bnign neo:-0.251 Maternal Diagnosis:9ccs96:Hrt valve dx:-0.178 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.177 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.177 Maternal Maternal Procedure History:90658-postPregnancy:-0.174 Maternal Maternal Lab History: POTASSIUM-postPregnancy:-0.145 Maternal Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:-0.145 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.123 Maternal Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:0.118 Vital: BMI Percentile-gain0to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 241 | OR_unadj: 1.517 [0.978 2.352] | indivs AUC:0.523 Correlated most with: Newborn Diagnosis:9ccs59:Anemia:-0.129 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.129 Diagnosis:9ccs259:Unclassified:-0.114 Diagnosis:9ccs70:Schizo/rl dx:-0.103 Lab:296169 RETICULOCYTE COUNT- LMC:0.091 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.081 Diagnosis:9ccs196:Nml preg/del:-0.077 Maternal Maternal Diagnosis:10ccs172:Ovarian cyst-postPregnancy:0.075 Maternal Maternal Diagnosis:9ccs123:Influenza-postPregnancy:0.075 Maternal Diagnosis:9ccs138:Esophgeal dx:-0.074 Vital: BMI Percentile-gain16to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 241 | OR_unadj: 1.517 [0.978 2.352] | indivs AUC:0.523 Correlated most with: Newborn Diagnosis:9ccs59:Anemia:-0.129 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.129 Diagnosis:9ccs259:Unclassified:-0.114 Diagnosis:9ccs70:Schizo/rl dx:-0.103 Lab:296169 RETICULOCYTE COUNT- LMC:0.091 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.081 Diagnosis:9ccs196:Nml preg/del:-0.077 Maternal Maternal Diagnosis:10ccs172:Ovarian cyst-postPregnancy:0.075 Maternal Maternal Diagnosis:9ccs123:Influenza-postPregnancy:0.075 Maternal Diagnosis:9ccs138:Esophgeal dx:-0.074 Maternal Maternal Lab History: BUN-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 117 | OR_unadj: 1.588 [0.846 2.979] | indivs AUC:0.462 Correlated most with: Maternal Maternal Lab History: BUN-postPregnancy:1.000 Maternal Maternal Lab History: SODIUM-postPregnancy:0.311 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.239 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.236 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.234 Maternal Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.224 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.202 Maternal Maternal Lab History: BUN-otherPregnancy:0.200 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.192 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.183 Diagnosis:9ccs126:Ot up rsp in | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1234 | OR_unadj: 1.180 [0.868 1.604] | indivs AUC:0.541 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:1.000 Number of Visits:0.430 Diagnosis:9ccs255:Social admin:0.355 Diagnosis:9ccs92:Otitis media:0.337 Diagnosis:9ccs10:Immuniz/scrn:0.312 Diagnosis:9ccs7:Viral infect:0.236 Diagnosis:9ccs257:Ot aftercare:0.228 Diagnosis:9ccs90:Eye infectn:0.191 Diagnosis:9ccs135:Intest infct:0.190 Diagnosis:9ccs133:Oth low resp:0.167 Maternal Maternal Lab History: hCG MoM-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 168 | OR_unadj: 0.785 [0.385 1.597] | indivs AUC:0.505 Correlated most with: Maternal Maternal Lab History: hCG MoM-postPregnancy:1.000 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:0.729 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.397 Maternal Maternal Lab History: HCG-postPregnancy:0.360 Maternal Maternal Lab History: INHMOM-postPregnancy:0.268 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.244 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.240 Maternal Maternal Lab History: ESTRIOL-postPregnancy:-0.171 Maternal Maternal Lab History: WEIGHT-postPregnancy:-0.171 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.156 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 160 | OR_unadj: 0.386 [0.139 1.072] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:1.000 Maternal Maternal Procedure History:99401-postPregnancy:0.504 Maternal Maternal Procedure History:81000-postPregnancy:0.372 Maternal Maternal Procedure History:86703-postPregnancy:0.322 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.286 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.279 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.253 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.240 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.237 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.231 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 236 | OR_unadj: 1.016 [0.619 1.668] | indivs AUC:0.517 Correlated most with: Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:1.000 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:0.261 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.192 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.180 Maternal Maternal Lab History: WBC-otherPregnancy:-0.174 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:0.164 Maternal Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:-0.152 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.148 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.143 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.139 Diagnosis:9ccs74:Ot mentl cnd | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 146 | OR_unadj: 1.311 [0.844 2.037] | indivs AUC:0.543 Correlated most with: Diagnosis:9ccs74:Ot mentl cnd:1.000 Diagnosis:9ccs95:Oth nerv dx:0.195 Diagnosis:9ccs113:Late eff CVD:0.180 Number of Visits:0.177 Newborn Diagnosis:9ccs219:Low birth wt:0.126 Diagnosis:9ccs159:UTI:0.115 Diagnosis:9ccs94:Other ear dx:0.111 Diagnosis:9ccs58:Ot nutrit dx:0.102 Diagnosis:9ccs238:Complic proc:0.100 Diagnosis:9ccs217:Ot cong anom:0.099 Maternal Diagnosis:9ccs185:Long pregncy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 410 | OR_unadj: 1.005 [0.737 1.370] | indivs AUC:0.501 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:1.000 Newborn Diagnosis:9ccs224:Ot perint dx:0.438 Maternal Diagnosis:9ccs184:Early labor:-0.142 Maternal Diagnosis:9ccs190:Fetal distrs:0.141 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.140 Newborn Diagnosis:9ccs219:Low birth wt:-0.131 Diagnosis:9ccs253:Allergy:-0.074 Maternal Diagnosis:9ccs183:HTN in preg:-0.074 Diagnosis:9ccs219:Low birth wt:-0.070 Maternal Diagnosis:9ccs195:Ot compl bir:0.069 Vital: Wt for Len Percentile-gain1to5 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 223 | OR_unadj: 1.424 [0.856 2.368] | indivs AUC:0.512 Correlated most with: Maternal Maternal Procedure History:90472-postPregnancy:0.115 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.113 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.106 Maternal Diagnosis:9ccs122:Pneumonia:0.102 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.102 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.102 Newborn Diagnosis:9ccs221:Resp distres:-0.094 Newborn Diagnosis:9ccs253:Allergy:-0.084 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.080 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.080 Maternal Maternal Lab History: ALT-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 214 | OR_unadj: 0.994 [0.483 2.045] | indivs AUC:0.481 Correlated most with: Maternal Maternal Lab History: ALT-otherPregnancy:1.000 Maternal Maternal Lab History: AST-otherPregnancy:0.706 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.295 Maternal Maternal Lab History: AMYLASE-otherPregnancy:-0.228 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.206 Maternal Maternal Lab History: LIPASE-otherPregnancy:-0.196 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.195 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.191 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.180 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.163 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 111 | OR_unadj: 1.346 [0.643 2.819] | indivs AUC:0.475 Correlated most with: Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.404 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.401 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.368 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.349 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.345 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.323 Maternal Maternal Diagnosis:10ccs4:Mycoses-postPregnancy:0.323 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.323 Maternal Vital: SpO2-postPregnancy:-0.296 Maternal Diagnosis:9ccs193:OB-related perin trauma | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 695 | OR_unadj: 0.781 [0.592 1.029] | indivs AUC:0.462 Correlated most with: Maternal Diagnosis:9ccs193:OB-related perin trauma:1.000 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.327 Maternal Diagnosis:9ccs187:Malposition:-0.183 Maternal Diagnosis:9ccs176:Contraceptiv:-0.123 Maternal Diagnosis:9ccs195:Ot compl bir:-0.120 MatDeliveryAge:-0.114 Maternal Diagnosis:9ccs184:Early labor:-0.108 Newborn Diagnosis:9ccs219:Low birth wt:-0.095 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:-0.088 Newborn Diagnosis:9ccs222:Perint jaund:-0.081 * Maternal Maternal Lab History: WEIGHT-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 122 | OR_unadj: 2.031 [1.064 3.878] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: WEIGHT-postPregnancy:1.000 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.335 Maternal Vital: Wt-postPregnancy:0.281 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.280 Maternal Diagnosis:9ccs250:Nausea/vomit:-0.210 Maternal Vital: Wt-otherPregnancy:0.201 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.190 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.171 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.169 Maternal Vital: Ht-postPregnancy:0.158 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 113 | OR_unadj: 1.346 [0.643 2.819] | indivs AUC:0.521 Correlated most with: Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.458 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.292 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.267 Maternal Maternal Lab History: AFP-postPregnancy:0.219 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.169 Maternal Diagnosis:9ccs250:Nausea/vomit:0.151 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.147 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.129 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.126 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 237 | OR_unadj: 0.869 [0.425 1.778] | indivs AUC:0.515 Correlated most with: Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:1.000 Maternal Maternal Procedure History:90471-postPregnancy:0.318 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.292 Maternal Maternal Procedure History:99401-postPregnancy:0.272 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.223 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.208 Maternal Vital: SpO2-otherPregnancy:-0.176 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.174 Maternal Maternal Procedure History:90649-postPregnancy:0.171 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:0.171 Maternal Diagnosis:9ccs191:Amnios dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 172 | OR_unadj: 1.271 [0.841 1.923] | indivs AUC:0.490 Correlated most with: Maternal Diagnosis:9ccs191:Amnios dx:1.000 Newborn Diagnosis:9ccs256:Exam/eval:0.181 Maternal Diagnosis:9ccs184:Early labor:0.130 Maternal Diagnosis:9ccs195:Ot compl bir:0.105 Newborn Diagnosis:9ccs219:Low birth wt:0.104 Maternal Diagnosis:9ccs244:Other injury:0.102 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.091 Diagnosis:9ccs63:Wht blood dx:0.091 Maternal Diagnosis:9ccs182:Hemorr preg:0.086 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.086 Maternal Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 98 | OR_unadj: 0.854 [0.469 1.555] | indivs AUC:0.470 Correlated most with: Maternal Diagnosis:9ccs59:Anemia:1.000 Maternal Diagnosis:9ccs181:Ot preg comp:0.379 Maternal Diagnosis:9ccs96:Hrt valve dx:0.139 Maternal Diagnosis:9ccs5:HIV infectn:0.113 Maternal Diagnosis:9ccs126:Ot up rsp in:0.110 Newborn Diagnosis:9ccs5:HIV infectn:0.098 Maternal Diagnosis:9ccs73:Preadult dx:0.098 Maternal Diagnosis:9ccs122:Pneumonia:0.098 Maternal Maternal Lab History: MCH-postPregnancy:-0.095 Maternal Diagnosis:9ccs194:Forceps del:0.092 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 131 | OR_unadj: 1.045 [0.525 2.080] | indivs AUC:0.483 Correlated most with: Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.285 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.278 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.263 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.184 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.154 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.154 Maternal Maternal Procedure History:99211-otherPregnancy:0.151 Maternal Maternal Lab History: TSH-postPregnancy:-0.144 Maternal Vital: BP-otherPregnancy:0.139 * Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 126 | OR_unadj: 2.547 [1.462 4.439] | indivs AUC:0.514 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:1.000 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.672 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.663 Maternal Maternal Lab History: VLDL-postPregnancy:0.512 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.420 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.278 Maternal Maternal Lab History: LDL-postPregnancy:0.278 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.208 Maternal Maternal Procedure History:90472-postPregnancy:0.195 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.194 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 216 | OR_unadj: 0.935 [0.532 1.643] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.796 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.549 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.297 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.289 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.275 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.233 Maternal Maternal Lab History: RBC-otherPregnancy:0.206 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:0.201 Maternal Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:0.191 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 236 | OR_unadj: 0.969 [0.551 1.705] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:1.000 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.648 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:0.258 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.241 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.217 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.164 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.148 Maternal Maternal Lab History: PT-otherPregnancy:-0.147 Maternal Diagnosis:9ccs3:Oth bact inf:0.146 Maternal Maternal Lab History: INR-otherPregnancy:-0.144 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 174 | OR_unadj: 1.081 [0.588 1.987] | indivs AUC:0.538 Correlated most with: Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:1.000 Maternal Maternal Lab History: AFP-postPregnancy:0.378 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.374 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.280 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.267 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.212 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.169 Maternal Maternal Lab History: RET ABS-postPregnancy:-0.165 Maternal Maternal Lab History: RETIC HGB-postPregnancy:0.163 Maternal Maternal Lab History: RET %-postPregnancy:-0.160 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 226 | OR_unadj: 0.844 [0.463 1.535] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.971 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:0.261 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.246 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.161 Diagnosis:9ccs52:Nutrit defic:0.150 Maternal Maternal Procedure History:36416-postPregnancy:0.149 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.146 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.141 Maternal Maternal Lab History: HCG-otherPregnancy:0.139 Maternal Maternal Lab History: POLYS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 144 | OR_unadj: 1.016 [0.527 1.959] | indivs AUC:0.471 Correlated most with: Maternal Maternal Lab History: POLYS-postPregnancy:1.000 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.348 Maternal Maternal Lab History: MONOS-postPregnancy:-0.262 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.244 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.215 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:-0.210 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:-0.210 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.210 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:0.197 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:0.197 * Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 160 | OR_unadj: 1.600 [1.067 2.397] | indivs AUC:0.527 Correlated most with: Diagnosis:9ccs58:Ot nutrit dx:1.000 Number of Visits:0.140 Maternal Diagnosis:9ccs2619:e codes: other specified- nec:0.106 Diagnosis:9ccs74:Ot mentl cnd:0.102 Lab:294203 BILIRUBIN TOTAL - LMC:0.092 Diagnosis:9ccs256:Exam/eval:0.090 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.088 Diagnosis:9ccs253:Allergy:0.088 Diagnosis:9ccs155:Other GI dx:0.087 Diagnosis:9ccs134:Ot uppr resp:0.085 * Newborn Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 105 | OR_unadj: 1.637 [1.010 2.653] | indivs AUC:0.517 Correlated most with: Newborn Diagnosis:9ccs256:Exam/eval:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.306 Maternal Diagnosis:9ccs184:Early labor:0.225 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.206 Newborn Diagnosis:9ccs221:Resp distres:0.197 Newborn Diagnosis:9ccs222:Perint jaund:0.192 Diagnosis:9ccs219:Low birth wt:0.187 Maternal Diagnosis:9ccs191:Amnios dx:0.181 Maternal Diagnosis:9ccs195:Ot compl bir:0.154 Newborn Diagnosis:9ccs224:Ot perint dx:0.127 Diagnosis:9ccs134:Ot uppr resp | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 127 | OR_unadj: 1.126 [0.691 1.835] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:1.000 Number of Visits:0.199 Diagnosis:9ccs62:Coag/hemr dx:0.150 Diagnosis:9ccs133:Oth low resp:0.134 Diagnosis:9ccs126:Ot up rsp in:0.114 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.099 Diagnosis:9ccs90:Eye infectn:0.095 Diagnosis:9ccs123:Influenza:0.093 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.092 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.089 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 221 | OR_unadj: 0.728 [0.424 1.248] | indivs AUC:0.497 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:-0.971 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.280 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.256 Maternal Maternal Lab History: HCG-otherPregnancy:-0.152 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:-0.146 Maternal Maternal Lab History: hCG MoM-otherPregnancy:-0.145 Diagnosis:9ccs52:Nutrit defic:-0.144 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.144 Maternal Maternal Procedure History:36416-postPregnancy:-0.142 Diagnosis:9ccs7:Viral infect | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 718 | OR_unadj: 0.855 [0.651 1.122] | indivs AUC:0.467 Correlated most with: Diagnosis:9ccs7:Viral infect:1.000 Number of Visits:0.408 Diagnosis:9ccs126:Ot up rsp in:0.236 Diagnosis:9ccs10:Immuniz/scrn:0.207 Diagnosis:9ccs90:Eye infectn:0.205 Diagnosis:9ccs255:Social admin:0.187 Diagnosis:9ccs133:Oth low resp:0.182 Diagnosis:9ccs92:Otitis media:0.174 Diagnosis:9ccs257:Ot aftercare:0.169 Diagnosis:9ccs125:Bronchitis:0.159 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 113 | OR_unadj: 0.529 [0.188 1.488] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:1.000 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.729 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.384 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:-0.374 Maternal Maternal Lab History: AFP-postPregnancy:-0.348 Maternal Maternal Lab History: WEIGHT-postPregnancy:-0.335 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.305 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:-0.292 Maternal Maternal Lab History: ESTRIOL-postPregnancy:-0.253 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.244 Maternal Diagnosis:9ccs190:Fetal distrs | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 378 | OR_unadj: 0.848 [0.610 1.181] | indivs AUC:0.462 Correlated most with: Maternal Diagnosis:9ccs190:Fetal distrs:1.000 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.147 Maternal Diagnosis:9ccs185:Long pregncy:0.141 Maternal Diagnosis:9ccs195:Ot compl bir:0.102 Maternal Diagnosis:9ccs176:Contraceptiv:-0.085 Diagnosis:9ccs61:Sickle cell:0.078 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.075 Maternal Maternal Procedure History:36415-otherPregnancy:0.072 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.070 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.070 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 254 | OR_unadj: 1.805 [0.904 3.602] | indivs AUC:0.501 Correlated most with: Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:1.000 Maternal Maternal Procedure History:99401-otherPregnancy:0.440 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.292 Maternal Maternal Procedure History:99401-postPregnancy:0.270 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.240 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-otherPregnancy:0.210 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.209 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.164 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.147 Maternal Maternal Procedure History:86703-otherPregnancy:0.146 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 236 | OR_unadj: 1.318 [0.813 2.138] | indivs AUC:0.501 Correlated most with: Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.571 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.538 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.364 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.309 Maternal Maternal Lab History: WBC-otherPregnancy:0.298 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.256 Maternal Maternal Lab History: INR-otherPregnancy:-0.184 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.179 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.161 Diagnosis:9ccs135:Intest infct | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 394 | OR_unadj: 1.151 [0.847 1.565] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs135:Intest infct:1.000 Number of Visits:0.310 Diagnosis:9ccs126:Ot up rsp in:0.190 Diagnosis:9ccs92:Otitis media:0.183 Diagnosis:9ccs7:Viral infect:0.156 Diagnosis:9ccs10:Immuniz/scrn:0.147 Diagnosis:9ccs125:Bronchitis:0.131 Diagnosis:9ccs253:Allergy:0.129 Diagnosis:9ccs255:Social admin:0.124 Diagnosis:9ccs257:Ot aftercare:0.120 Diagnosis:9ccs92:Otitis media | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 737 | OR_unadj: 1.137 [0.871 1.485] | indivs AUC:0.553 Correlated most with: Diagnosis:9ccs92:Otitis media:1.000 Number of Visits:0.408 Diagnosis:9ccs126:Ot up rsp in:0.337 Diagnosis:9ccs90:Eye infectn:0.231 Diagnosis:9ccs125:Bronchitis:0.228 Diagnosis:9ccs257:Ot aftercare:0.226 Diagnosis:9ccs255:Social admin:0.192 Diagnosis:9ccs10:Immuniz/scrn:0.191 Diagnosis:9ccs135:Intest infct:0.183 Diagnosis:9ccs7:Viral infect:0.174 Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 115 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.512 Correlated most with: Lab:294203 BILIRUBIN TOTAL - LMC:1.000 Lab:296169 RETICULOCYTE COUNT- LMC:-0.210 Lab:295669 BILIRUBIN DIRECT - LMC:0.191 Diagnosis:9ccs222:Perint jaund:-0.151 Diagnosis:9ccs151:Oth liver dx:-0.128 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.106 Maternal Maternal Lab History: LH-postPregnancy:0.100 Lab:294495 LEAD, BLOOD - LMC:-0.100 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.099 Diagnosis:9ccs58:Ot nutrit dx:0.092 Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 446 | OR_unadj: 0.796 [0.581 1.090] | indivs AUC:0.428 Correlated most with: Diagnosis:9ccs155:Other GI dx:1.000 Number of Visits:0.304 Diagnosis:9ccs200:Oth skin dx:0.168 Diagnosis:9ccs7:Viral infect:0.153 Diagnosis:9ccs126:Ot up rsp in:0.144 Diagnosis:9ccs239:Superfic inj:0.136 Diagnosis:9ccs10:Immuniz/scrn:0.130 Diagnosis:9ccs250:Nausea/vomit:0.124 Diagnosis:9ccs133:Oth low resp:0.116 Diagnosis:9ccs91:Other eye dx:0.113 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 111 | OR_unadj: 0.938 [0.323 2.726] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:1.000 Maternal Maternal Procedure History:97001-postPregnancy:0.426 Maternal Maternal Lab History: FOLATE-postPregnancy:-0.273 Maternal Maternal Procedure History:97035-postPregnancy:-0.241 Maternal Maternal Procedure History:90658-postPregnancy:0.237 Maternal Maternal Lab History: HEMOGLOBIN S-otherPregnancy:-0.206 Diagnosis:9ccs252:Fatigue:0.192 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.170 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.165 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.163 * Maternal Diagnosis:9ccs189:Prev c-sectn | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 275 | OR_unadj: 1.564 [1.125 2.174] | indivs AUC:0.540 Correlated most with: Maternal Diagnosis:9ccs189:Prev c-sectn:1.000 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.327 Maternal Diagnosis:9ccs176:Contraceptiv:0.239 MatDeliveryAge:0.175 Maternal Diagnosis:9ccs168:PID:0.156 Maternal Diagnosis:9ccs190:Fetal distrs:-0.147 Maternal Diagnosis:9ccs185:Long pregncy:-0.140 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.103 Newborn Diagnosis:9ccs224:Ot perint dx:-0.101 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.096 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 237 | OR_unadj: 0.759 [0.418 1.376] | indivs AUC:0.482 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.855 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.261 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.256 Maternal Maternal Procedure History:86703-otherPregnancy:-0.186 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.151 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.144 Maternal Maternal Lab History: WBC-otherPregnancy:0.134 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.132 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.129 Maternal Maternal Lab History: RUBELLA-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 109 | OR_unadj: 0.994 [0.413 2.392] | indivs AUC:0.491 Correlated most with: Maternal Maternal Lab History: RUBELLA-otherPregnancy:1.000 Maternal Maternal Lab History: RUBELLA-postPregnancy:0.307 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.205 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.189 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:0.160 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.144 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.137 Maternal Maternal Lab History: LDH-otherPregnancy:-0.133 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.130 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.126 Maternal Maternal Lab History: ALBUMIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 217 | OR_unadj: 1.064 [0.613 1.847] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: ALBUMIN-otherPregnancy:1.000 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.796 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.634 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.345 Maternal Maternal Lab History: RBC-otherPregnancy:0.333 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.292 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.267 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.244 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.235 Maternal Maternal Lab History: Alk Phos-otherPregnancy:-0.216 Maternal Maternal Lab History: AST-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 201 | OR_unadj: 0.983 [0.511 1.891] | indivs AUC:0.479 Correlated most with: Maternal Maternal Lab History: AST-otherPregnancy:1.000 Maternal Maternal Lab History: ALT-otherPregnancy:0.706 Maternal Maternal Lab History: AMYLASE-otherPregnancy:-0.236 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.202 Maternal Maternal Lab History: LIPASE-otherPregnancy:-0.189 Maternal Maternal Lab History: AST-postPregnancy:0.162 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.158 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.139 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.136 Newborn Diagnosis:9ccs197:Skin infectn:0.126 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 126 | OR_unadj: 1.741 [0.922 3.285] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:1.000 Maternal Maternal Lab History: LDL-postPregnancy:0.699 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.420 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.390 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.331 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.287 Maternal Vital: Wt Percentile-otherPregnancy:0.245 Maternal Maternal Lab History: VLDL-postPregnancy:0.240 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.225 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.211 Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 491 | OR_unadj: 0.892 [0.662 1.202] | indivs AUC:0.481 Correlated most with: Newborn Diagnosis:9ccs224:Ot perint dx:1.000 Maternal Diagnosis:9ccs185:Long pregncy:0.438 Newborn Diagnosis:9ccs96:Hrt valve dx:0.129 Newborn Diagnosis:9ccs256:Exam/eval:0.127 Newborn Diagnosis:9ccs222:Perint jaund:0.105 Maternal Diagnosis:9ccs195:Ot compl bir:0.101 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.101 Newborn Diagnosis:9ccs95:Oth nerv dx:0.085 Diagnosis:9ccs253:Allergy:-0.080 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.070 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 142 | OR_unadj: 0.698 [0.273 1.786] | indivs AUC:0.524 Correlated most with: Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:1.000 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.221 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.155 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.137 Diagnosis:9ccs232:Sprain:0.134 Diagnosis:9ccs199:Ulcer skin:0.134 Newborn Diagnosis:9ccs197:Skin infectn:0.134 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.134 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.133 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.132 Diagnosis:9ccs125:Bronchitis | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 394 | OR_unadj: 0.939 [0.683 1.292] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs125:Bronchitis:1.000 Number of Visits:0.248 Diagnosis:9ccs128:Asthma:0.241 Diagnosis:9ccs92:Otitis media:0.228 Diagnosis:9ccs257:Ot aftercare:0.216 Diagnosis:9ccs126:Ot up rsp in:0.165 Diagnosis:9ccs122:Pneumonia:0.164 Diagnosis:9ccs7:Viral infect:0.159 Diagnosis:9ccs133:Oth low resp:0.156 Diagnosis:9ccs135:Intest infct:0.131 Diagnosis:9ccs197:Skin infectn | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 171 | OR_unadj: 1.339 [0.889 2.017] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs197:Skin infectn:1.000 Maternal Diagnosis:9ccs133:Oth low resp:0.103 Number of Visits:0.102 Diagnosis:9ccs92:Otitis media:0.090 Diagnosis:9ccs136:Teeth dx:0.088 Diagnosis:9ccs137:Mouth dx:0.083 Diagnosis:9ccs239:Superfic inj:0.080 Diagnosis:9ccs229:Fx arm:0.079 Diagnosis:9ccs2:Septicemia:0.079 Diagnosis:9ccs90:Eye infectn:0.077 * Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 77 | OR_unadj: 3.350 [1.306 8.592] | indivs AUC:0.487 Correlated most with: Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.240 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.220 Maternal Maternal Lab History: FREE T3-otherPregnancy:-0.208 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.192 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.147 Maternal Maternal Lab History: FOLATE-postPregnancy:-0.142 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.138 Maternal Maternal Lab History: THYROGLOBULIN AB-postPregnancy:-0.138 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:-0.135 Maternal Maternal Lab History: CREATININE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 223 | OR_unadj: nan [ nan nan] | indivs AUC:0.481 Correlated most with: Maternal Maternal Lab History: CREATININE-otherPregnancy:1.000 Maternal Maternal Procedure History:99000-otherPregnancy:0.462 Maternal Maternal Procedure History:90656-otherPregnancy:0.386 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.381 Maternal Maternal Lab History: CREATININE-postPregnancy:0.298 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.251 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.247 Maternal Maternal Procedure History:81000-postPregnancy:-0.198 Maternal Maternal Lab History: BUN-postPregnancy:0.140 MatDeliveryAge:0.137 Maternal Maternal Lab History: LDL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 66 | OR_unadj: 2.065 [0.953 4.477] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: LDL-postPregnancy:1.000 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.699 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.330 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.305 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.296 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.278 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.252 Maternal Vital: RR-postPregnancy:0.223 Maternal Vital: SpO2-postPregnancy:-0.221 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.205 Maternal Maternal Lab History: AFP-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 115 | OR_unadj: 0.763 [0.322 1.808] | indivs AUC:0.483 Correlated most with: Maternal Maternal Lab History: AFP-postPregnancy:1.000 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.378 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.348 Newborn Diagnosis:9ccs216:Nerv cong an:0.305 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.219 Maternal Maternal Lab History: AFP-otherPregnancy:0.209 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.202 Maternal Maternal Lab History: PATIENT-postPregnancy:0.195 Maternal Maternal Lab History: APTT-postPregnancy:0.195 Maternal Maternal Lab History: AMP/SULBACTAM-postPregnancy:-0.195 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 108 | OR_unadj: 0.911 [0.381 2.182] | indivs AUC:0.485 Correlated most with: Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:1.000 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.397 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:0.384 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.234 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.168 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.153 Maternal Maternal Procedure History:99211-otherPregnancy:-0.136 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.135 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:-0.134 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.132 Newborn Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 74 | OR_unadj: 1.095 [0.581 2.061] | indivs AUC:0.506 Correlated most with: Newborn Diagnosis:9ccs259:Unclassified:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.304 Maternal Diagnosis:9ccs186:DM in preg:0.292 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.123 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.122 Maternal Diagnosis:9ccs24:Breast cancr:0.114 Maternal Diagnosis:9ccs4:Mycoses:0.114 Maternal Diagnosis:9ccs47:Ot bnign neo:0.114 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.110 Maternal Maternal Procedure History:97140-postPregnancy:0.106 Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 135 | OR_unadj: 0.978 [0.596 1.604] | indivs AUC:0.528 Correlated most with: Diagnosis:9ccs59:Anemia:1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.165 Diagnosis:9ccs122:Pneumonia:0.103 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.096 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.096 Diagnosis:9ccs159:UTI:0.096 Diagnosis:9ccs243:Poisn nonmed:0.091 Number of Visits:0.090 Diagnosis:9ccs92:Otitis media:0.090 Diagnosis:9ccs10:Immuniz/scrn:0.088 * Diagnosis:9ccs222:Perint jaund | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 174 | OR_unadj: 0.582 [0.346 0.978] | indivs AUC:0.466 Correlated most with: Diagnosis:9ccs222:Perint jaund:1.000 Diagnosis:9ccs151:Oth liver dx:0.187 Lab:294203 BILIRUBIN TOTAL - LMC:-0.151 Newborn Diagnosis:9ccs222:Perint jaund:0.115 Diagnosis:9ccs188:Pelvic obstr:0.102 Diagnosis:9ccs155:Other GI dx:0.090 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.088 Diagnosis:9ccs257:Ot aftercare:0.087 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.078 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.077 * Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 70 | OR_unadj: 3.407 [1.542 7.529] | indivs AUC:0.507 Correlated most with: Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.460 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.311 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.281 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.273 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.273 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.241 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.241 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.235 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:-0.229 Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 155 | OR_unadj: 0.872 [0.539 1.410] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.525 Diagnosis:9ccs117:Ot circul dx:0.230 Newborn Diagnosis:9ccs96:Hrt valve dx:0.220 Newborn Diagnosis:9ccs213:Cardiac anom:0.181 Maternal Diagnosis:9ccs255:Social admin:0.108 Maternal Maternal Procedure History:96372-otherPregnancy:0.107 Diagnosis:9ccs259:Unclassified:0.096 Diagnosis:9ccs10:Immuniz/scrn:0.090 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.090 Maternal Diagnosis:9ccs187:Malposition | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 104 | OR_unadj: 1.463 [0.889 2.408] | indivs AUC:0.510 Correlated most with: Maternal Diagnosis:9ccs187:Malposition:1.000 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.183 Maternal Diagnosis:9ccs184:Early labor:0.112 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.106 Maternal Diagnosis:9ccs3:Oth bact inf:0.095 Maternal Diagnosis:9ccs105:Conduction:0.095 Diagnosis:9ccs199:Ulcer skin:0.095 Maternal Diagnosis:9ccs73:Preadult dx:0.095 Diagnosis:9ccs120:Hemmorhoids:0.095 Diagnosis:9ccs49:DiabMel no c:0.095 Maternal Maternal Lab History: CALCIUM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 222 | OR_unadj: 1.175 [0.712 1.939] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: CALCIUM-otherPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.634 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.549 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.345 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.335 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.322 Maternal Maternal Lab History: RBC-otherPregnancy:0.293 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:0.228 Maternal Maternal Lab History: RDW-otherPregnancy:-0.221 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.217 Diagnosis:9ccs257:Ot aftercare | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 730 | OR_unadj: 0.962 [0.735 1.259] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs257:Ot aftercare:1.000 Number of Visits:0.325 Diagnosis:9ccs126:Ot up rsp in:0.228 Diagnosis:9ccs92:Otitis media:0.226 Diagnosis:9ccs125:Bronchitis:0.216 Diagnosis:9ccs10:Immuniz/scrn:0.194 Diagnosis:9ccs255:Social admin:0.190 Diagnosis:9ccs7:Viral infect:0.169 Diagnosis:9ccs253:Allergy:0.157 Diagnosis:9ccs128:Asthma:0.152 Maternal Maternal Procedure History:99000-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 350 | OR_unadj: 0.959 [0.536 1.719] | indivs AUC:0.553 Correlated most with: Maternal Maternal Procedure History:99000-postPregnancy:1.000 Maternal Maternal Procedure History:99000-otherPregnancy:-0.253 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.239 Maternal Maternal Procedure History:81000-postPregnancy:0.221 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.161 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.145 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.144 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.144 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:-0.144 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:-0.144 Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 148 | OR_unadj: 0.870 [0.532 1.422] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs217:Ot cong anom:1.000 Diagnosis:9ccs89:Blindness:0.259 Diagnosis:9ccs91:Other eye dx:0.181 Diagnosis:9ccs47:Ot bnign neo:0.154 Diagnosis:9ccs95:Oth nerv dx:0.112 Number of Visits:0.110 Diagnosis:9ccs257:Ot aftercare:0.107 Diagnosis:9ccs10:Immuniz/scrn:0.102 Diagnosis:9ccs216:Nerv cong an:0.101 Diagnosis:9ccs74:Ot mentl cnd:0.099 Maternal Vital: Wt Change-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 160 | OR_unadj: 0.909 [0.487 1.699] | indivs AUC:0.492 Correlated most with: Maternal Vital: Wt Change-otherPregnancy:1.000 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.335 Maternal Maternal Lab History: T-4-postPregnancy:0.238 Maternal Maternal Lab History: T-3 UPTAKE-postPregnancy:0.238 Maternal Maternal Lab History: PH-otherPregnancy:-0.158 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:-0.132 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:0.130 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.130 Lab:292495 LEAD LEVEL - Sunrise:0.129 Maternal Vital: Temp-postPregnancy:-0.119 Maternal Maternal Lab History: LDH-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 104 | OR_unadj: 0.965 [0.402 2.318] | indivs AUC:0.507 Correlated most with: Maternal Maternal Lab History: LDH-postPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.403 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.396 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.343 Maternal Maternal Lab History: AST-postPregnancy:0.300 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.286 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.272 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:-0.270 Maternal Maternal Lab History: CALCIUM-postPregnancy:-0.266 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.257 Newborn Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 102 | OR_unadj: 1.051 [0.606 1.824] | indivs AUC:0.494 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:1.000 Maternal Diagnosis:9ccs184:Early labor:0.722 Diagnosis:9ccs219:Low birth wt:0.413 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.312 Newborn Diagnosis:9ccs256:Exam/eval:0.306 Newborn Diagnosis:9ccs221:Resp distres:0.272 Newborn Diagnosis:9ccs222:Perint jaund:0.264 Newborn Diagnosis:9ccs253:Allergy:0.240 Maternal Diagnosis:9ccs182:Hemorr preg:0.151 Maternal Diagnosis:9ccs183:HTN in preg:0.144 * Maternal Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 27 | OR_unadj: 8.673 [3.977 18.915] | indivs AUC:0.531 Correlated most with: Maternal Diagnosis:9ccs58:Ot nutrit dx:1.000 Maternal Diagnosis:9ccs95:Oth nerv dx:0.219 Maternal Vital: Wt-postPregnancy:0.205 Maternal Diagnosis:9ccs181:Ot preg comp:0.180 Maternal Diagnosis:9ccs183:HTN in preg:0.172 Maternal Vital: Wt-otherPregnancy:0.155 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.154 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.153 Maternal Diagnosis:9ccs98:HTN:0.151 Lab:323825 STREP SCREEN THROAT - Sunrise:0.150 Maternal Vital: Temp-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 122 | OR_unadj: 1.356 [0.745 2.467] | indivs AUC:0.529 Correlated most with: Maternal Vital: Temp-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.261 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:-0.238 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.231 Maternal Vital: Temp-postPregnancy:0.219 Maternal Maternal Procedure History:36415-otherPregnancy:-0.219 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.192 Maternal Vital: RR-otherPregnancy:0.191 Maternal Maternal Lab History: eGFR-otherPregnancy:0.185 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.185 Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 1.277 [0.612 2.665] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs143:Abdom hernia:1.000 Newborn Diagnosis:9ccs143:Abdom hernia:0.141 Diagnosis:9ccs73:Preadult dx:0.141 Maternal Diagnosis:9ccs235:Opn wnd head:0.141 Maternal Diagnosis:9ccs2603:E Codes: Fall:0.141 Maternal Diagnosis:10ccs58:Ot nutrit dx:0.141 Diagnosis:9ccs118:Phlebitis:0.141 Diagnosis:9ccs87:Retinal dx:0.141 Diagnosis:9ccs142:Appendicitis:0.141 Diagnosis:9ccs5:HIV infectn:0.141 Maternal Maternal Lab History: POTASSIUM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 222 | OR_unadj: 0.922 [0.493 1.724] | indivs AUC:0.477 Correlated most with: Maternal Maternal Lab History: POTASSIUM-otherPregnancy:1.000 Maternal Maternal Lab History: POTASSIUM-postPregnancy:0.306 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.250 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.228 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.213 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.201 Maternal Maternal Lab History: MPV-otherPregnancy:-0.190 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:-0.157 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.156 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.155 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 260 | OR_unadj: 0.951 [0.495 1.828] | indivs AUC:0.479 Correlated most with: Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:1.000 Maternal Maternal Procedure History:99401-otherPregnancy:0.468 Maternal Maternal Procedure History:81000-otherPregnancy:0.376 Maternal Maternal Procedure History:S9470-otherPregnancy:0.324 Maternal Maternal Procedure History:86703-otherPregnancy:0.287 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.285 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.253 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.209 Maternal Maternal Procedure History:96372-otherPregnancy:0.209 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.181 * Maternal Diagnosis:9ccs176:Contraceptiv | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 165 | OR_unadj: 1.666 [1.121 2.475] | indivs AUC:0.533 Correlated most with: Maternal Diagnosis:9ccs176:Contraceptiv:1.000 MatDeliveryAge:0.265 Maternal Diagnosis:9ccs189:Prev c-sectn:0.239 Maternal Diagnosis:9ccs186:DM in preg:0.135 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.126 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.123 Maternal Diagnosis:9ccs143:Abdom hernia:0.107 Maternal Diagnosis:9ccs259:Unclassified:0.107 Maternal Vital: SpO2-postPregnancy:-0.095 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.092 Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 140 | OR_unadj: 0.818 [0.490 1.368] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs91:Other eye dx:1.000 Diagnosis:9ccs89:Blindness:0.284 Diagnosis:9ccs217:Ot cong anom:0.181 Number of Visits:0.151 Diagnosis:9ccs155:Other GI dx:0.113 Diagnosis:9ccs90:Eye infectn:0.101 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.093 Diagnosis:9ccs10:Immuniz/scrn:0.086 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.083 Diagnosis:9ccs233:Intracrn inj:0.081 Diagnosis:9ccs250:Nausea/vomit | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 1.460 [0.855 2.494] | indivs AUC:0.543 Correlated most with: Diagnosis:9ccs250:Nausea/vomit:1.000 Number of Visits:0.168 Diagnosis:9ccs155:Other GI dx:0.124 Diagnosis:9ccs141:Ot dx stomch:0.120 Diagnosis:9ccs233:Intracrn inj:0.103 Newborn Diagnosis:9ccs59:Anemia:0.103 Diagnosis:9ccs73:Preadult dx:0.103 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.103 Diagnosis:9ccs120:Hemmorhoids:0.103 Newborn Diagnosis:9ccs176:Contraceptiv:0.103 Diagnosis:9ccs239:Superfic inj | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 152 | OR_unadj: 0.949 [0.591 1.522] | indivs AUC:0.469 Correlated most with: Diagnosis:9ccs239:Superfic inj:1.000 Number of Visits:0.203 Diagnosis:9ccs253:Allergy:0.139 Diagnosis:9ccs200:Oth skin dx:0.138 Diagnosis:9ccs155:Other GI dx:0.136 Diagnosis:9ccs256:Exam/eval:0.120 Diagnosis:9ccs126:Ot up rsp in:0.114 Diagnosis:9ccs133:Oth low resp:0.112 Diagnosis:9ccs246:FUO:0.110 Newborn Diagnosis:9ccs220:Birth asphyx:0.110 Maternal Maternal Lab History: GAMMA GT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 104 | OR_unadj: 0.446 [0.105 1.896] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: GAMMA GT-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.442 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.370 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.321 Maternal Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:-0.318 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.306 Maternal Maternal Lab History: AST-postPregnancy:0.292 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.284 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:-0.281 Maternal Maternal Lab History: ALT-postPregnancy:0.260 Maternal Maternal Lab History: SODIUM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 222 | OR_unadj: 1.020 [0.598 1.741] | indivs AUC:0.497 Correlated most with: Maternal Maternal Lab History: SODIUM-otherPregnancy:1.000 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:0.449 Maternal Maternal Lab History: SODIUM-postPregnancy:0.265 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.264 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.216 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.188 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.173 Newborn Diagnosis:9ccs5:HIV infectn:-0.146 Maternal Maternal Lab History: MCH-otherPregnancy:0.146 Maternal Diagnosis:9ccs175:Ot femal gen:-0.141 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 203 | OR_unadj: 1.100 [0.695 1.740] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.855 Maternal Maternal Lab History: CREATININE-otherPregnancy:-0.381 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:0.280 Maternal Maternal Procedure History:99000-otherPregnancy:-0.260 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:-0.246 Maternal Maternal Procedure History:86703-otherPregnancy:0.192 Maternal Maternal Procedure History:90656-otherPregnancy:-0.183 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:-0.165 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.155 Maternal Maternal Lab History: CHLORIDE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 222 | OR_unadj: 1.364 [0.840 2.215] | indivs AUC:0.527 Correlated most with: Maternal Maternal Lab History: CHLORIDE-otherPregnancy:1.000 Maternal Maternal Lab History: SODIUM-otherPregnancy:0.449 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:-0.289 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:-0.244 Maternal Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:-0.222 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:-0.218 Maternal Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.217 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.208 Maternal Maternal Lab History: CALCIUM-otherPregnancy:-0.208 Maternal Maternal Lab History: PT-otherPregnancy:-0.206 Maternal Maternal Procedure History:86580-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 233 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.488 Correlated most with: Maternal Maternal Procedure History:86580-otherPregnancy:1.000 Maternal Diagnosis:9ccs3:Oth bact inf:0.273 Maternal Maternal Procedure History:86580-postPregnancy:0.267 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.222 Maternal Maternal Lab History: IRON-otherPregnancy:0.193 Maternal Maternal Lab History: FOLATE-otherPregnancy:0.193 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:0.193 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:0.193 Maternal Vital: BMI-otherPregnancy:0.179 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.172 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 128 | OR_unadj: 0.276 [0.066 1.149] | indivs AUC:0.495 Correlated most with: Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.380 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.324 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.263 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.263 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.229 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.219 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.198 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.184 Maternal Maternal Procedure History:97112-postPregnancy:0.183 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 101 | OR_unadj: 0.717 [0.280 1.836] | indivs AUC:0.477 Correlated most with: Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:1.000 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:-0.663 Maternal Maternal Lab History: VLDL-postPregnancy:-0.383 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.364 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.244 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.190 Maternal Maternal Lab History: PH-postPregnancy:0.184 Maternal Maternal Procedure History:90471-postPregnancy:0.181 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:-0.177 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.171 Diagnosis:9ccs198:Ot infl skin | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 195 | OR_unadj: 0.769 [0.490 1.205] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs198:Ot infl skin:1.000 Diagnosis:9ccs253:Allergy:0.131 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.106 Diagnosis:9ccs200:Oth skin dx:0.104 Diagnosis:9ccs94:Other ear dx:0.084 Diagnosis:9ccs133:Oth low resp:0.084 Number of Visits:0.083 Diagnosis:9ccs211:Ot conn tiss:0.081 Diagnosis:9ccs61:Sickle cell:0.075 Diagnosis:9ccs257:Ot aftercare:0.075 Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 90 | OR_unadj: 1.134 [0.641 2.008] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs159:UTI:1.000 Diagnosis:9ccs161:Ot dx kidney:0.240 Number of Visits:0.205 Diagnosis:9ccs257:Ot aftercare:0.118 Diagnosis:9ccs74:Ot mentl cnd:0.115 Diagnosis:9ccs125:Bronchitis:0.113 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.109 Diagnosis:9ccs92:Otitis media:0.106 Diagnosis:9ccs163:Other GU dx:0.106 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.103 Maternal Maternal Lab History: hCG MoM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 101 | OR_unadj: 0.542 [0.193 1.528] | indivs AUC:0.493 Correlated most with: Maternal Maternal Lab History: hCG MoM-otherPregnancy:1.000 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.789 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.430 Maternal Maternal Lab History: WEIGHT-otherPregnancy:-0.320 Maternal Maternal Lab History: HCG-otherPregnancy:0.281 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:0.244 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.244 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.174 Maternal Vital: Wt-otherPregnancy:-0.166 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.153 Newborn Diagnosis:9ccs222:Perint jaund | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 169 | OR_unadj: 1.244 [0.818 1.892] | indivs AUC:0.503 Correlated most with: Newborn Diagnosis:9ccs222:Perint jaund:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.264 Maternal Diagnosis:9ccs184:Early labor:0.207 Newborn Diagnosis:9ccs256:Exam/eval:0.192 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.181 Newborn Diagnosis:9ccs253:Allergy:0.154 Newborn Diagnosis:9ccs221:Resp distres:0.149 Diagnosis:9ccs219:Low birth wt:0.119 Diagnosis:9ccs222:Perint jaund:0.115 Newborn Diagnosis:9ccs224:Ot perint dx:0.105 Maternal Diagnosis:9ccs184:Early labor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 101 | OR_unadj: 1.521 [0.923 2.509] | indivs AUC:0.517 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.722 Diagnosis:9ccs219:Low birth wt:0.435 Newborn Diagnosis:9ccs256:Exam/eval:0.225 Newborn Diagnosis:9ccs222:Perint jaund:0.207 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.201 Newborn Diagnosis:9ccs221:Resp distres:0.201 Newborn Diagnosis:9ccs253:Allergy:0.176 Maternal Diagnosis:9ccs98:HTN:0.153 Maternal Diagnosis:9ccs182:Hemorr preg:0.152 Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 129 | OR_unadj: 0.612 [0.339 1.102] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs256:Exam/eval:1.000 Number of Visits:0.179 Diagnosis:9ccs133:Oth low resp:0.146 Diagnosis:9ccs200:Oth skin dx:0.140 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.126 Diagnosis:9ccs239:Superfic inj:0.120 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.117 Diagnosis:9ccs155:Other GI dx:0.112 Maternal Maternal Procedure History:99401-otherPregnancy:0.100 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.099 Maternal Maternal Procedure History:81025-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 192 | OR_unadj: 1.195 [0.632 2.260] | indivs AUC:0.499 Correlated most with: Maternal Maternal Procedure History:81025-postPregnancy:1.000 Maternal Maternal Procedure History:J1055-postPregnancy:0.361 Maternal Maternal Procedure History:90772-postPregnancy:0.339 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.273 Maternal Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:-0.210 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.169 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.165 Maternal Maternal Procedure History:90746-postPregnancy:-0.157 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.155 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.151 Maternal Maternal Procedure History:36415-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 133 | OR_unadj: 0.938 [0.323 2.726] | indivs AUC:0.519 Correlated most with: Maternal Maternal Procedure History:36415-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.392 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.364 Diagnosis:9ccs246:FUO:0.284 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.283 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:-0.283 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.283 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.260 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:0.247 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.235 Diagnosis:9ccs209:Ot acq defor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.191 [0.026 1.409] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs209:Ot acq defor:1.000 Newborn Diagnosis:9ccs143:Abdom hernia:0.181 Newborn Diagnosis:9ccs197:Skin infectn:0.181 Diagnosis:9ccs252:Fatigue:0.181 Diagnosis:9ccs52:Nutrit defic:0.178 Maternal Maternal Lab History: OXACILLIN-postPregnancy:0.130 Maternal Vital: PEF-postPregnancy:-0.130 Diagnosis:9ccs63:Wht blood dx:0.121 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.120 Maternal Maternal Procedure History:90746-postPregnancy:0.119 Diagnosis:9ccs122:Pneumonia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 123 | OR_unadj: 1.174 [0.719 1.916] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs122:Pneumonia:1.000 Number of Visits:0.235 Diagnosis:9ccs128:Asthma:0.211 Diagnosis:9ccs125:Bronchitis:0.164 Diagnosis:9ccs133:Oth low resp:0.161 Diagnosis:9ccs127:COPD:0.147 Diagnosis:9ccs92:Otitis media:0.145 Diagnosis:9ccs126:Ot up rsp in:0.115 Diagnosis:9ccs59:Anemia:0.103 Maternal Diagnosis:9ccs238:Complic proc:0.098 Maternal Maternal Lab History: MONOS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 144 | OR_unadj: 1.430 [0.767 2.666] | indivs AUC:0.538 Correlated most with: Maternal Maternal Lab History: MONOS-postPregnancy:1.000 Maternal Maternal Lab History: MONOS-otherPregnancy:0.269 Maternal Maternal Lab History: POLYS-postPregnancy:-0.262 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:0.186 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:-0.178 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:-0.178 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.170 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.161 Maternal Diagnosis:9ccs245:Syncope:0.161 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.154 Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 189 | OR_unadj: 0.638 [0.393 1.036] | indivs AUC:0.466 Correlated most with: Diagnosis:9ccs133:Oth low resp:1.000 Number of Visits:0.337 Diagnosis:9ccs128:Asthma:0.220 Diagnosis:9ccs7:Viral infect:0.182 Diagnosis:9ccs126:Ot up rsp in:0.167 Diagnosis:9ccs127:COPD:0.166 Diagnosis:9ccs122:Pneumonia:0.161 Diagnosis:9ccs125:Bronchitis:0.156 Diagnosis:9ccs257:Ot aftercare:0.147 Diagnosis:9ccs256:Exam/eval:0.146 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 222 | OR_unadj: 1.210 [0.748 1.956] | indivs AUC:0.521 Correlated most with: Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.345 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.345 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.297 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.269 Maternal Maternal Lab History: SODIUM-otherPregnancy:0.264 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.254 Maternal Maternal Lab History: ANION GAP-otherPregnancy:-0.253 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.210 Maternal Maternal Lab History: Alk Phos-otherPregnancy:-0.197 Diagnosis:9ccs151:Oth liver dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 168 | OR_unadj: 0.696 [0.423 1.144] | indivs AUC:0.532 Correlated most with: Diagnosis:9ccs151:Oth liver dx:1.000 Diagnosis:9ccs222:Perint jaund:0.187 Lab:294203 BILIRUBIN TOTAL - LMC:-0.128 Maternal Diagnosis:9ccs250:Nausea/vomit:0.104 Diagnosis:9ccs10:Immuniz/scrn:0.099 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.097 Number of Visits:0.095 Diagnosis:9ccs224:Ot perint dx:0.092 Maternal Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.090 Maternal Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:-0.089 * Maternal Diagnosis:9ccs183:HTN in preg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 155 | OR_unadj: 1.745 [1.167 2.610] | indivs AUC:0.518 Correlated most with: Maternal Diagnosis:9ccs183:HTN in preg:1.000 Maternal Diagnosis:9ccs98:HTN:0.188 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.172 Maternal Vital: BP-postPregnancy:0.157 Newborn Diagnosis:9ccs219:Low birth wt:0.144 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.134 Maternal Diagnosis:9ccs184:Early labor:0.128 Maternal Maternal Lab History: LDH-postPregnancy:0.118 Maternal Diagnosis:9ccs239:Superfic inj:0.108 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.108 Vital: HC Percentile-latest | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.129 [0.428 2.977] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:-0.169 Diagnosis:10ccs238:Complic proc:0.147 Diagnosis:9ccs2604:E Codes: Fire/burn:0.147 Diagnosis:9ccs16:Liver/ibd ca:0.133 Lab:323825 STREP SCREEN THROAT - Sunrise:0.122 Maternal Maternal Lab History: HERPES I IgG-otherPregnancy:0.111 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.099 Newborn Diagnosis:9ccs216:Nerv cong an:0.094 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.086 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.086 Maternal Diagnosis:9ccs192:Umbil cord | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 117 | OR_unadj: 0.818 [0.467 1.430] | indivs AUC:0.505 Correlated most with: Maternal Diagnosis:9ccs192:Umbil cord:1.000 Diagnosis:9ccs171:Menstrual dx:0.126 Diagnosis:9ccs120:Hemmorhoids:0.089 Maternal Diagnosis:9ccs2603:E Codes: Fall:0.089 Maternal Diagnosis:10ccs58:Ot nutrit dx:0.089 Maternal Diagnosis:9ccs235:Opn wnd head:0.089 Diagnosis:9ccs252:Fatigue:0.089 Diagnosis:9ccs16:Liver/ibd ca:0.089 Maternal Maternal Procedure History:36416-postPregnancy:0.087 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.087 Diagnosis:9ccs4:Mycoses | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 178 | OR_unadj: 0.912 [0.584 1.423] | indivs AUC:0.473 Correlated most with: Diagnosis:9ccs4:Mycoses:1.000 Diagnosis:9ccs253:Allergy:0.177 Number of Visits:0.151 Diagnosis:9ccs200:Oth skin dx:0.102 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.084 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.079 Diagnosis:9ccs7:Viral infect:0.077 Diagnosis:9ccs256:Exam/eval:0.076 Maternal Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:0.074 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.072 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 236 | OR_unadj: 1.333 [0.822 2.163] | indivs AUC:0.513 Correlated most with: Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:1.000 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.648 Maternal Maternal Lab History: WBC-otherPregnancy:0.574 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.552 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.315 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.309 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.236 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.223 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:0.193 Maternal Maternal Lab History: WBC-postPregnancy:0.176 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 0.900 [0.310 2.607] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.246 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.244 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.236 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.222 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.217 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.199 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.194 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.183 Maternal Diagnosis:9ccs204:Ot joint dx:0.181 Maternal Maternal Lab History: WEIGHT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 90 | OR_unadj: 1.629 [0.734 3.616] | indivs AUC:0.514 Correlated most with: Maternal Maternal Lab History: WEIGHT-otherPregnancy:1.000 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.365 Maternal Maternal Lab History: hCG MoM-otherPregnancy:-0.320 Maternal Vital: Wt-otherPregnancy:0.290 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.207 Maternal Vital: Wt-postPregnancy:0.183 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.174 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.169 Maternal Maternal Lab History: AFP-otherPregnancy:-0.167 Maternal Vital: Wt Percentile-otherPregnancy:-0.167 Diagnosis:9ccs113:Late eff CVD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 1.437 [0.830 2.488] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs113:Late eff CVD:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.180 Diagnosis:9ccs94:Other ear dx:0.141 Maternal Maternal Procedure History:97001-postPregnancy:0.141 Diagnosis:9ccs83:Epilepsy/cnv:0.113 Diagnosis:9ccs145:Int obstruct:0.106 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.106 Diagnosis:9ccs70:Schizo/rl dx:0.106 Maternal Diagnosis:9ccs56:Cystic fibro:0.106 Diagnosis:9ccs118:Phlebitis:0.106 Maternal Maternal Procedure History:90471-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 103 | OR_unadj: 0.162 [0.022 1.192] | indivs AUC:0.493 Correlated most with: Maternal Maternal Procedure History:90471-postPregnancy:1.000 Maternal Maternal Procedure History:90649-postPregnancy:0.530 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.318 Maternal Diagnosis:9ccs217:Ot cong anom:0.283 Maternal Maternal Procedure History:90658-postPregnancy:0.203 Maternal Maternal Procedure History:90746-postPregnancy:0.190 Maternal Maternal Lab History: A/G-postPregnancy:0.189 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.181 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.178 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.171 Newborn Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1642 | OR_unadj: 1.497 [0.635 3.528] | indivs AUC:0.509 Correlated most with: Newborn Diagnosis:9ccs94:Other ear dx:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.316 Newborn Diagnosis:9ccs0:No DX:-0.294 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:-0.138 Maternal Diagnosis:9ccs159:UTI:-0.132 Maternal Diagnosis:9ccs157:Ac renl fail:-0.131 Maternal Diagnosis:9ccs249:Shock:-0.131 Diagnosis:9ccs87:Retinal dx:-0.131 Maternal Diagnosis:10ccs58:Ot nutrit dx:-0.131 Maternal Diagnosis:9ccs235:Opn wnd head:-0.131 Diagnosis:9ccs137:Mouth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 0.988 [0.498 1.960] | indivs AUC:0.532 Correlated most with: Diagnosis:9ccs137:Mouth dx:1.000 Number of Visits:0.135 Diagnosis:9ccs7:Viral infect:0.127 Diagnosis:9ccs92:Otitis media:0.103 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.094 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.089 Maternal Maternal Diagnosis:10ccs172:Ovarian cyst-postPregnancy:-0.088 Maternal Maternal Diagnosis:9ccs123:Influenza-postPregnancy:-0.088 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.088 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.083 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 95 | OR_unadj: 0.506 [0.154 1.663] | indivs AUC:0.484 Correlated most with: Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.223 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.208 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.199 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.192 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.152 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.149 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.143 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.138 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.133 Maternal Maternal Lab History: ESTRIOL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 91 | OR_unadj: 0.851 [0.329 2.200] | indivs AUC:0.489 Correlated most with: Maternal Maternal Lab History: ESTRIOL-otherPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.555 Maternal Maternal Lab History: AFP-otherPregnancy:0.289 Maternal Maternal Procedure History:J7300-postPregnancy:0.258 Maternal Maternal Procedure History:58300-postPregnancy:0.227 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.199 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.199 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.197 Maternal Diagnosis:9ccs126:Ot up rsp in:0.187 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.168 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 86 | OR_unadj: 0.178 [0.024 1.313] | indivs AUC:0.493 Correlated most with: Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:1.000 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.789 Maternal Maternal Lab History: WEIGHT-otherPregnancy:-0.365 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.316 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:-0.309 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:0.305 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.240 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.224 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.176 Maternal Vital: RR-otherPregnancy:-0.169 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 142 | OR_unadj: 1.189 [0.401 3.524] | indivs AUC:0.519 Correlated most with: Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:1.000 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.388 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.385 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.383 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:0.265 Maternal Vital: Temp-otherPregnancy:0.231 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.217 Maternal Maternal Lab History: POLYS-postPregnancy:-0.210 Diagnosis:9ccs64:Ot hematl dx:0.200 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.191 Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 113 | OR_unadj: 0.653 [0.353 1.206] | indivs AUC:0.516 Correlated most with: Diagnosis:9ccs259:Unclassified:1.000 Diagnosis:9ccs61:Sickle cell:0.111 Number of Visits:0.108 Maternal Diagnosis:9ccs53:Hyperlipidem:0.101 Diagnosis:9ccs96:Hrt valve dx:0.096 Diagnosis:9ccs242:Poisn ot med:0.093 Maternal Diagnosis:9ccs102:Chest pain:0.091 Diagnosis:9ccs254:Rehab:0.091 Maternal Diagnosis:9ccs160:Urin stone:0.091 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.089 Diagnosis:9ccs127:COPD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: 0.936 [0.487 1.798] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs127:COPD:1.000 Number of Visits:0.203 Diagnosis:9ccs133:Oth low resp:0.166 Diagnosis:9ccs122:Pneumonia:0.147 Diagnosis:9ccs240:Burns:0.117 Diagnosis:9ccs125:Bronchitis:0.115 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.115 Maternal Diagnosis:9ccs24:Breast cancr:0.111 Diagnosis:9ccs73:Preadult dx:0.111 Diagnosis:9ccs118:Phlebitis:0.111 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 112 | OR_unadj: 0.586 [0.208 1.658] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:1.000 Maternal Maternal Lab History: TSH-otherPregnancy:0.331 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.263 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.262 Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:-0.218 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.216 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.176 Maternal Maternal Lab History: HERPES I IgG-otherPregnancy:-0.173 Maternal Maternal Lab History: BUN-otherPregnancy:0.147 Maternal Maternal Lab History: PH-otherPregnancy:0.139 Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 130 | OR_unadj: 0.777 [0.452 1.334] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs136:Teeth dx:1.000 Number of Visits:0.169 Diagnosis:9ccs258:Other screen:0.143 Diagnosis:9ccs7:Viral infect:0.130 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.119 Diagnosis:9ccs10:Immuniz/scrn:0.102 Diagnosis:9ccs140:Gastritis:0.096 Diagnosis:9ccs133:Oth low resp:0.088 Diagnosis:9ccs197:Skin infectn:0.088 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.085 Maternal Diagnosis:9ccs49:DiabMel no c | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 32 | OR_unadj: 1.906 [0.847 4.291] | indivs AUC:0.506 Correlated most with: Maternal Diagnosis:9ccs49:DiabMel no c:1.000 Maternal Diagnosis:9ccs186:DM in preg:0.409 Maternal Diagnosis:9ccs4:Mycoses:0.175 Diagnosis:9ccs87:Retinal dx:0.175 Maternal Maternal Lab History: LH-postPregnancy:-0.146 MatDeliveryAge:0.137 Maternal Maternal Lab History: FASTING-postPregnancy:0.135 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.134 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.133 Maternal Maternal Lab History: FASTING-otherPregnancy:0.132 Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 84 | OR_unadj: 0.664 [0.328 1.344] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs0:No DX:1.000 Diagnosis:9ccs49:DiabMel no c:0.106 Maternal Diagnosis:9ccs47:Ot bnign neo:0.106 Diagnosis:9ccs10:Immuniz/scrn:0.104 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.102 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.099 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.099 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:0.096 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.091 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.085 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 56 | OR_unadj: 1.698 [0.464 6.213] | indivs AUC:0.521 Correlated most with: Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.423 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.257 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.248 Maternal Maternal Lab History: T-3 UPTAKE-postPregnancy:-0.215 Maternal Maternal Lab History: T-4-postPregnancy:-0.215 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.211 Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:0.205 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.174 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.171 Maternal Diagnosis:9ccs128:Asthma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 40 | OR_unadj: 0.801 [0.311 2.064] | indivs AUC:0.502 Correlated most with: Maternal Diagnosis:9ccs128:Asthma:1.000 Maternal Diagnosis:9ccs130:Pleurisy:0.221 Maternal Diagnosis:9ccs181:Ot preg comp:0.219 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.157 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.153 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.147 Maternal Maternal Procedure History:36416-postPregnancy:0.146 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.143 Maternal Diagnosis:9ccs155:Other GI dx:0.135 Maternal Maternal Procedure History:81025-otherPregnancy:0.134 Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 136 | OR_unadj: 0.734 [0.428 1.260] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs94:Other ear dx:1.000 Number of Visits:0.213 Diagnosis:9ccs113:Late eff CVD:0.141 Diagnosis:9ccs126:Ot up rsp in:0.123 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.116 Diagnosis:9ccs74:Ot mentl cnd:0.111 Diagnosis:9ccs155:Other GI dx:0.100 Diagnosis:9ccs257:Ot aftercare:0.099 Diagnosis:9ccs135:Intest infct:0.095 Diagnosis:9ccs239:Superfic inj:0.090 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 87 | OR_unadj: 0.347 [0.083 1.457] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:1.000 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.195 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.192 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.183 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.181 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.177 Diagnosis:9ccs199:Ulcer skin:0.176 Newborn Diagnosis:9ccs197:Skin infectn:0.176 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:-0.175 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.171 Diagnosis:9ccs168:PID | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs168:PID:1.000 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.273 Diagnosis:9ccs205:Back problem:0.200 Diagnosis:9ccs163:Other GU dx:0.200 Diagnosis:9ccs224:Ot perint dx:0.178 Maternal Diagnosis:9ccs138:Esophgeal dx:0.155 Diagnosis:9ccs63:Wht blood dx:0.121 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.114 Diagnosis:9ccs251:Abdomnl pain:0.093 Maternal Diagnosis:9ccs196:Nml preg/del:-0.093 Newborn Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 1.025 [0.477 2.203] | indivs AUC:0.481 Correlated most with: Newborn Diagnosis:9ccs217:Ot cong anom:1.000 Diagnosis:9ccs142:Appendicitis:0.137 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.124 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.119 Maternal Maternal Procedure History:93005-postPregnancy:0.115 Diagnosis:9ccs211:Ot conn tiss:0.107 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.106 Maternal Maternal Lab History: T-4-postPregnancy:0.100 Lab:296169 RETICULOCYTE COUNT- LMC:0.100 Maternal Maternal Lab History: T-3 UPTAKE-postPregnancy:0.100 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 96 | OR_unadj: 0.938 [0.274 3.208] | indivs AUC:0.510 Correlated most with: Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.294 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.289 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.279 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.252 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.250 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.244 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.233 Maternal Maternal Lab History: eGFR-otherPregnancy:-0.230 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.230 * Maternal Maternal Lab History: GLUCOSE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 71 | OR_unadj: 3.090 [1.221 7.822] | indivs AUC:0.533 Correlated most with: Maternal Maternal Lab History: GLUCOSE-postPregnancy:1.000 Maternal Maternal Procedure History:97014-postPregnancy:0.376 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.258 Maternal Maternal Procedure History:97110-postPregnancy:0.240 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.233 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.212 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.206 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.197 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:0.196 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:-0.196 Maternal Maternal Lab History: URINE KETONES-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 74 | OR_unadj: nan [ nan nan] | indivs AUC:0.505 Correlated most with: Maternal Maternal Lab History: URINE KETONES-postPregnancy:1.000 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:0.368 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.292 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.281 Maternal Maternal Lab History: PTT-otherPregnancy:0.232 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.216 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.206 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.191 Maternal Maternal Lab History: INR-otherPregnancy:0.180 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.177 Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 0.697 [0.295 1.646] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs96:Hrt valve dx:0.525 Newborn Diagnosis:9ccs213:Cardiac anom:0.330 Diagnosis:9ccs117:Ot circul dx:0.310 Newborn Diagnosis:9ccs96:Hrt valve dx:0.280 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.134 Diagnosis:9ccs105:Conduction:0.134 Newborn Diagnosis:9ccs134:Ot uppr resp:0.134 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.124 Maternal Maternal Procedure History:97140-postPregnancy:0.123 * Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 91 | OR_unadj: 4.468 [1.938 10.303] | indivs AUC:0.516 Correlated most with: Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:1.000 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.221 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:-0.190 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.188 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.166 Maternal Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.162 Maternal Maternal Lab History: LDH-otherPregnancy:0.160 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:0.147 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.141 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:-0.134 Diagnosis:10ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.057 [0.306 3.653] | indivs AUC:0.500 Correlated most with: Diagnosis:10ccs58:Ot nutrit dx:1.000 Diagnosis:9ccs2603:E Codes: Fall:0.756 Diagnosis:9ccs2620:E Codes: Unspecified:0.228 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.184 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.148 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.141 Maternal Diagnosis:9ccs75:Hx mental dx:0.129 Diagnosis:9ccs231:Oth fracture:0.129 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.124 Maternal Maternal Lab History: AFP-otherPregnancy:0.100 Lab:297262 HEMOGLOBIN (HEMOCUE) | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: nan [ nan nan] | indivs AUC:0.501 Correlated most with: Lab:297262 HEMOGLOBIN (HEMOCUE):1.000 Diagnosis:9ccs59:Anemia:-0.165 Newborn Diagnosis:9ccs59:Anemia:-0.163 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.163 Diagnosis:9ccs132:Lung externl:-0.163 Maternal Maternal Lab History: A/G-otherPregnancy:0.156 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:-0.144 Maternal Maternal Lab History: CHOLIC ACID-postPregnancy:-0.143 Maternal Maternal Lab History: BILE ACIDS-postPregnancy:-0.142 Maternal Maternal Lab History: A/G-postPregnancy:0.141 Diagnosis:9ccs244:Other injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.363 [0.696 2.667] | indivs AUC:0.512 Correlated most with: Diagnosis:9ccs244:Other injury:1.000 Number of Visits:0.151 Diagnosis:9ccs229:Fx arm:0.148 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.131 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.131 Maternal Diagnosis:9ccs2617:E Codes: Adverse effects of medical drugs:0.130 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.126 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.117 Maternal Maternal Lab History: CHOLIC ACID-postPregnancy:0.116 Maternal Maternal Lab History: BILE ACIDS-postPregnancy:0.115 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 103 | OR_unadj: 0.633 [0.249 1.612] | indivs AUC:0.483 Correlated most with: Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:1.000 Maternal Maternal Lab History: AFP-otherPregnancy:0.412 Maternal Maternal Lab History: METAMYELOCYTE-otherPregnancy:-0.326 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.309 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.253 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.228 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.219 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.212 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.170 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:-0.153 Maternal Diagnosis:9ccs188:Pelvic obstr | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 1.360 [0.552 3.350] | indivs AUC:0.502 Correlated most with: Maternal Diagnosis:9ccs188:Pelvic obstr:1.000 Diagnosis:9ccs188:Pelvic obstr:0.252 Diagnosis:9ccs199:Ulcer skin:0.178 Newborn Diagnosis:9ccs176:Contraceptiv:0.178 Diagnosis:9ccs145:Int obstruct:0.178 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.165 Maternal Maternal Procedure History:36416-postPregnancy:0.165 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.162 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.156 Newborn Diagnosis:9ccs223:Birth trauma:0.153 Maternal Vital: BMI Percentile-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 1.691 [0.759 3.764] | indivs AUC:0.529 Correlated most with: Maternal Vital: BMI Percentile-postPregnancy:1.000 Maternal Vital: Wt Percentile-postPregnancy:0.578 Maternal Vital: BMI Percentile-otherPregnancy:0.571 Lab:294495 LEAD, BLOOD - LMC:-0.251 Maternal Vital: Wt-postPregnancy:0.207 Maternal Vital: Wt-otherPregnancy:0.171 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.136 Maternal Maternal Procedure History:90472-postPregnancy:0.134 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.126 Maternal Maternal Lab History: LACTIC ACID-postPregnancy:-0.121 Maternal Maternal Procedure History:99401-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 246 | OR_unadj: 1.278 [0.742 2.202] | indivs AUC:0.516 Correlated most with: Maternal Maternal Procedure History:99401-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.468 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.440 Maternal Maternal Procedure History:86703-otherPregnancy:0.403 Maternal Maternal Procedure History:99401-postPregnancy:0.398 Maternal Maternal Procedure History:81000-otherPregnancy:0.329 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.312 Maternal Maternal Procedure History:86703-postPregnancy:0.222 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.187 Maternal Maternal Procedure History:96372-otherPregnancy:0.155 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 88 | OR_unadj: 1.473 [0.635 3.420] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:1.000 Maternal Maternal Lab History: LDL-otherPregnancy:0.325 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.263 Maternal Maternal Procedure History:86703-postPregnancy:0.254 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.241 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.237 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.224 Maternal Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:0.213 Maternal Maternal Lab History: A/G-otherPregnancy:-0.207 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.206 Maternal Maternal Lab History: AST (SGOT)-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 0.623 [0.144 2.701] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: AST (SGOT)-postPregnancy:1.000 Maternal Maternal Lab History: VLDL-postPregnancy:0.302 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.254 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.254 Maternal Maternal Lab History: ALT-postPregnancy:0.245 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.240 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.227 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.223 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.217 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.212 Maternal Maternal Procedure History:36415-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 120 | OR_unadj: 0.781 [0.329 1.854] | indivs AUC:0.491 Correlated most with: Maternal Maternal Procedure History:36415-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.298 Maternal Vital: Temp-otherPregnancy:-0.219 Maternal Maternal Procedure History:36415-postPregnancy:0.214 Maternal Maternal Procedure History:S9470-postPregnancy:0.211 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.209 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:-0.205 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.202 Maternal Maternal Procedure History:81000-otherPregnancy:0.200 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-otherPregnancy:-0.180 Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 65 | OR_unadj: 1.128 [0.324 3.925] | indivs AUC:0.512 Correlated most with: Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy:1.000 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:0.226 Maternal Maternal Lab History: PT-postPregnancy:0.148 Maternal Maternal Lab History: INR-postPregnancy:0.142 Diagnosis:9ccs234:Crush injury:0.121 Maternal Maternal Procedure History:90658-postPregnancy:-0.118 Maternal Maternal Lab History: TRANSFERRIN-postPregnancy:0.098 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.093 Maternal Maternal Procedure History:96372-postPregnancy:0.092 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.087 Diagnosis:9ccs2603:E Codes: Fall | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 1.006 [0.385 2.630] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs2603:E Codes: Fall:1.000 Diagnosis:10ccs58:Ot nutrit dx:0.756 Diagnosis:9ccs2620:E Codes: Unspecified:0.172 Newborn Diagnosis:9ccs95:Oth nerv dx:0.150 Maternal Maternal Lab History: LH-postPregnancy:-0.144 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.140 Maternal Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:0.124 Diagnosis:9ccs196:Nml preg/del:0.120 Maternal Maternal Lab History: FASTING-postPregnancy:0.113 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.112 Maternal Maternal Lab History: VLDL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 66 | OR_unadj: 2.139 [0.829 5.519] | indivs AUC:0.528 Correlated most with: Maternal Maternal Lab History: VLDL-postPregnancy:1.000 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.763 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.512 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.383 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.336 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.302 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.270 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.240 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.226 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:0.225 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 0.851 [0.329 2.200] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:1.000 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.430 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.316 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.276 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.252 Maternal Maternal Lab History: AFP-otherPregnancy:0.244 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.234 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.213 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.207 Maternal Maternal Procedure History:36415-otherPregnancy:-0.205 Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1611 | OR_unadj: 1.569 [0.777 3.170] | indivs AUC:0.512 Correlated most with: Newborn Diagnosis:9ccs10:Immuniz/scrn:1.000 Newborn Diagnosis:9ccs94:Other ear dx:0.316 Newborn Diagnosis:9ccs219:Low birth wt:-0.312 Newborn Diagnosis:9ccs259:Unclassified:-0.304 Newborn Diagnosis:9ccs0:No DX:-0.234 Newborn Diagnosis:9ccs256:Exam/eval:-0.206 Maternal Diagnosis:9ccs184:Early labor:-0.201 Newborn Diagnosis:9ccs222:Perint jaund:-0.181 Newborn Diagnosis:9ccs221:Resp distres:-0.140 Diagnosis:9ccs219:Low birth wt:-0.123 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 66 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.478 Correlated most with: Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:1.000 Maternal Maternal Procedure History:87880-postPregnancy:0.693 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.637 Maternal Maternal Diagnosis:9ccs123:Influenza-postPregnancy:0.570 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.462 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.413 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.373 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.289 Diagnosis:9ccs223:Birth trauma:0.171 Diagnosis:9ccs211:Ot conn tiss:0.158 Maternal Maternal Procedure History:99401-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 110 | OR_unadj: 0.701 [0.209 2.344] | indivs AUC:0.511 Correlated most with: Maternal Maternal Procedure History:99401-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.504 Maternal Maternal Procedure History:86703-postPregnancy:0.481 Maternal Maternal Procedure History:99401-otherPregnancy:0.398 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.345 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.330 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.324 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.317 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.282 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.272 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.782 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.688 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.600 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.573 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.517 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.442 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.397 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.384 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.380 Maternal Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.418 [0.574 3.504] | indivs AUC:0.513 Correlated most with: Maternal Diagnosis:9ccs259:Unclassified:1.000 Maternal Diagnosis:9ccs44:Neoplsm unsp:0.181 Maternal Diagnosis:9ccs4:Mycoses:0.181 Maternal Diagnosis:9ccs121:Oth vein dx:0.181 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.165 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.163 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.160 Maternal Maternal Lab History: RETIC HGB-postPregnancy:-0.145 Maternal Diagnosis:9ccs168:PID:0.139 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.135 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 43 | OR_unadj: 1.413 [0.396 5.043] | indivs AUC:0.511 Correlated most with: Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.432 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.341 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.303 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.297 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.293 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.279 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.274 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.266 Maternal Maternal Lab History: eGFR-otherPregnancy:-0.241 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 39 | OR_unadj: 1.128 [0.246 5.176] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.297 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.267 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.255 Maternal Maternal Lab History: TP PERIOD-postPregnancy:0.242 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.236 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:0.233 Maternal Maternal Lab History: HERPES 1/2 IGM-postPregnancy:0.209 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.185 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.177 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 71 | OR_unadj: 2.183 [0.956 4.983] | indivs AUC:0.528 Correlated most with: Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:1.000 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.314 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.305 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:-0.226 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.217 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.199 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.193 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.168 Maternal Maternal Lab History: LDL-postPregnancy:-0.156 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.144 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 44 | OR_unadj: 2.139 [0.829 5.519] | indivs AUC:0.523 Correlated most with: Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.335 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.334 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:-0.237 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.174 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.168 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.168 Maternal Maternal Lab History: PREVIOUS PAP RESULT-postPregnancy:0.167 Maternal Maternal Lab History: OXACILLIN-postPregnancy:0.167 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:0.166 Diagnosis:9ccs128:Asthma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 105 | OR_unadj: 1.094 [0.640 1.873] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs128:Asthma:1.000 Number of Visits:0.250 Diagnosis:9ccs125:Bronchitis:0.241 Diagnosis:9ccs133:Oth low resp:0.220 Diagnosis:9ccs122:Pneumonia:0.211 Diagnosis:9ccs257:Ot aftercare:0.152 Diagnosis:9ccs92:Otitis media:0.150 Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:0.139 Maternal Diagnosis:9ccs239:Superfic inj:0.134 Diagnosis:9ccs126:Ot up rsp in:0.130 Maternal Maternal Procedure History:86703-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.489 Correlated most with: Maternal Maternal Procedure History:86703-postPregnancy:1.000 Maternal Maternal Procedure History:99401-postPregnancy:0.481 Maternal Maternal Procedure History:86703-otherPregnancy:0.446 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.322 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.308 Maternal Maternal Lab History: A/G-otherPregnancy:-0.305 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.304 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.273 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.272 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.270 * Diagnosis:9ccs234:Crush injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 2.704 [1.154 6.333] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs234:Crush injury:1.000 Maternal Diagnosis:9ccs2617:E Codes: Adverse effects of medical drugs:0.199 Maternal Maternal Lab History: HEMOGLOBIN S-otherPregnancy:-0.142 Lab:296169 RETICULOCYTE COUNT- LMC:0.142 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:-0.142 Maternal Diagnosis:9ccs133:Oth low resp:0.138 Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.121 Maternal Maternal Procedure History:J7300-postPregnancy:0.113 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.099 Maternal Maternal Procedure History:58300-postPregnancy:0.098 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 61 | OR_unadj: 1.418 [0.574 3.504] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.283 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.270 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.255 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.242 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.242 Maternal Maternal Lab History: eGFR-otherPregnancy:-0.222 Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:0.209 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.209 Maternal Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:0.209 Diagnosis:9ccs251:Abdomnl pain | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.467 [0.060 3.610] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:1.000 Diagnosis:9ccs2604:E Codes: Fire/burn:0.276 Diagnosis:10ccs238:Complic proc:0.276 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.254 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.241 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.216 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:-0.197 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:-0.197 Diagnosis:9ccs246:FUO:0.194 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.192 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 86 | OR_unadj: 0.864 [0.299 2.498] | indivs AUC:0.497 Correlated most with: Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.555 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.253 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.224 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.210 Maternal Diagnosis:9ccs126:Ot up rsp in:0.179 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.169 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.168 Maternal Vital: Ht-otherPregnancy:-0.158 Maternal Maternal Lab History: MPV-otherPregnancy:0.145 Maternal Maternal Lab History: ANION GAP-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 82 | OR_unadj: 1.075 [0.499 2.318] | indivs AUC:0.505 Correlated most with: Maternal Maternal Lab History: ANION GAP-postPregnancy:1.000 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.357 Maternal Maternal Lab History: T-3(Total)-postPregnancy:0.208 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:-0.193 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.191 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:-0.189 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.185 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:0.185 Maternal Vital: PL-otherPregnancy:0.172 Maternal Maternal Procedure History:86580-postPregnancy:0.172 Maternal Maternal Lab History: POLYS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 88 | OR_unadj: 0.504 [0.180 1.416] | indivs AUC:0.514 Correlated most with: Maternal Maternal Lab History: POLYS-otherPregnancy:1.000 Maternal Maternal Lab History: MONOS-otherPregnancy:-0.542 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.392 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.281 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.275 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.269 Lab:323700 CULTURE THROAT W SENS - Sunrise:0.269 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.269 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.269 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.263 Maternal Maternal Lab History: AFP-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 86 | OR_unadj: 0.657 [0.231 1.868] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: AFP-otherPregnancy:1.000 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.412 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.289 Maternal Diagnosis:9ccs9:Sexual Infxs:0.281 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.244 Maternal Maternal Lab History: AFP-postPregnancy:0.209 Maternal Vital: HR-otherPregnancy:0.201 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:-0.184 Maternal Maternal Lab History: WEIGHT-otherPregnancy:-0.167 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.155 Maternal Maternal Procedure History:86703-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 119 | OR_unadj: 1.416 [0.527 3.808] | indivs AUC:0.502 Correlated most with: Maternal Maternal Procedure History:86703-otherPregnancy:1.000 Maternal Maternal Procedure History:86703-postPregnancy:0.446 Maternal Maternal Procedure History:99401-otherPregnancy:0.403 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.287 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.231 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.224 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.192 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.186 Maternal Maternal Lab History: A/G-otherPregnancy:-0.184 Maternal Maternal Procedure History:97803-otherPregnancy:0.184 Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 42 | OR_unadj: 1.336 [0.611 2.920] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs95:Oth nerv dx:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.195 Diagnosis:9ccs70:Schizo/rl dx:0.152 Diagnosis:9ccs87:Retinal dx:0.152 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.146 Diagnosis:9ccs143:Abdom hernia:0.131 Diagnosis:9ccs208:Acq foot def:0.129 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.121 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.119 Number of Visits:0.116 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 102 | OR_unadj: 1.593 [0.682 3.724] | indivs AUC:0.517 Correlated most with: Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.385 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.341 Maternal Maternal Procedure History:81000-otherPregnancy:0.324 Maternal Maternal Lab History: IRON-otherPregnancy:-0.290 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:-0.290 Maternal Maternal Lab History: FOLATE-otherPregnancy:-0.290 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.290 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:-0.290 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.272 Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 0.917 [0.429 1.960] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs224:Ot perint dx:1.000 Diagnosis:9ccs168:PID:0.178 Maternal Maternal Lab History: A/G-otherPregnancy:-0.166 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.141 Diagnosis:9ccs205:Back problem:0.140 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.131 Newborn Diagnosis:9ccs59:Anemia:0.130 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.130 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.117 Maternal Maternal Lab History: CHOLIC ACID-postPregnancy:0.116 Maternal Maternal Procedure History:96372-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 43 | OR_unadj: 1.209 [0.345 4.239] | indivs AUC:0.513 Correlated most with: Maternal Maternal Procedure History:96372-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.192 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.167 Diagnosis:9ccs175:Ot femal gen:0.141 Diagnosis:9ccs240:Burns:0.108 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.108 Maternal Maternal Lab History: RBC-postPregnancy:0.108 Maternal Maternal Procedure History:90649-postPregnancy:-0.097 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.095 Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.092 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:1.000 Maternal Maternal Lab History: LDL-postPregnancy:0.330 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.287 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:-0.278 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.273 Maternal Maternal Diagnosis:9ccs63:Wht blood dx-postPregnancy:-0.263 Maternal Maternal Lab History: MUMPS IGG-postPregnancy:0.249 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.244 Maternal Vital: Wt Percentile-otherPregnancy:0.242 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.230 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 90 | OR_unadj: 0.620 [0.219 1.757] | indivs AUC:0.484 Correlated most with: Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.233 Maternal Maternal Procedure History:86580-postPregnancy:0.232 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.228 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.213 Maternal Maternal Lab History: VARICELLA IGM-postPregnancy:0.186 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.184 Maternal Maternal Lab History: eGFR-otherPregnancy:-0.178 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.176 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.176 Maternal Maternal Lab History: MONOS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 88 | OR_unadj: 0.864 [0.299 2.498] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: MONOS-otherPregnancy:1.000 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.542 Maternal Maternal Lab History: MONOS-postPregnancy:0.269 Diagnosis:9ccs252:Fatigue:0.266 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.206 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.206 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.206 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.206 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.191 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:-0.176 Lab:292495 LEAD LEVEL - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.502 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:1.000 Diagnosis:9ccs243:Poisn nonmed:-0.414 Maternal Diagnosis:9ccs56:Cystic fibro:0.272 Diagnosis:9ccs105:Conduction:-0.268 Diagnosis:9ccs106:Dysrhythmia:-0.190 Maternal Diagnosis:9ccs255:Social admin:-0.190 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.190 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.180 Maternal Maternal Lab History: TP PERIOD-postPregnancy:-0.180 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:-0.173 Maternal Maternal Lab History: ANION GAP-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 96 | OR_unadj: 0.416 [0.128 1.354] | indivs AUC:0.468 Correlated most with: Maternal Maternal Lab History: ANION GAP-otherPregnancy:1.000 Maternal Maternal Lab History: ANION GAP-postPregnancy:0.357 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.253 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:0.232 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:-0.226 Maternal Vital: PL-otherPregnancy:0.192 Maternal Maternal Lab History: GLUCOSE POCT-otherPregnancy:0.189 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.177 Maternal Maternal Lab History: SODIUM-otherPregnancy:0.173 Newborn Diagnosis:9ccs197:Skin infectn:0.173 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 173 | OR_unadj: nan [ nan nan] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:1.000 Maternal Maternal Lab History: CREATININE-postPregnancy:0.342 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.247 Maternal Maternal Procedure History:99000-otherPregnancy:0.191 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.165 Maternal Maternal Procedure History:81000-postPregnancy:-0.152 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.149 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.119 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.115 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.108 Maternal Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs62:Coag/hemr dx:1.000 Diagnosis:9ccs233:Intracrn inj:0.408 Maternal Maternal Lab History: FOLATE-postPregnancy:-0.326 Maternal Maternal Procedure History:97035-postPregnancy:-0.289 Maternal Diagnosis:9ccs130:Pleurisy:0.287 Maternal Maternal Procedure History:97001-postPregnancy:0.259 Maternal Diagnosis:9ccs175:Ot femal gen:0.202 Maternal Maternal Procedure History:97530-postPregnancy:-0.167 Diagnosis:9ccs2:Septicemia:0.164 Maternal Diagnosis:9ccs60:Acut p-h anm:0.158 Vital: HC Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs16:Liver/ibd ca:0.260 Diagnosis:9ccs87:Retinal dx:0.227 Newborn Diagnosis:9ccs216:Nerv cong an:0.184 Maternal Maternal Lab History: PT-postPregnancy:0.129 Maternal Maternal Lab History: AMYLASE-postPregnancy:-0.120 Newborn Diagnosis:9ccs0:No DX:0.119 Newborn Diagnosis:9ccs95:Oth nerv dx:0.116 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.111 Maternal Maternal Lab History: INR-postPregnancy:0.104 Diagnosis:9ccs238:Complic proc:0.102 Maternal Diagnosis:9ccs60:Acut p-h anm | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 1.074 [0.366 3.155] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs60:Acut p-h anm:1.000 Maternal Diagnosis:9ccs181:Ot preg comp:0.182 Maternal Maternal Lab History: FOLATE-postPregnancy:-0.160 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.158 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.142 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.142 Maternal Diagnosis:9ccs130:Pleurisy:0.138 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.138 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:-0.116 Maternal Maternal Procedure History:97112-postPregnancy:0.096 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 0.294 [0.039 2.204] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:1.000 Maternal Maternal Procedure History:S9470-postPregnancy:0.351 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.263 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.208 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.174 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.173 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.173 Maternal Maternal Lab History: METAMYELOCYTE-otherPregnancy:-0.172 Maternal Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:-0.164 Maternal Maternal Lab History: HERPES I IgG-otherPregnancy:-0.156 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 78 | OR_unadj: 1.280 [0.557 2.938] | indivs AUC:0.507 Correlated most with: Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:1.000 Maternal Maternal Procedure History:J1055-postPregnancy:0.319 Maternal Maternal Procedure History:90772-postPregnancy:0.253 Maternal Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:-0.243 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.238 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.230 Maternal Maternal Lab History: PH-postPregnancy:-0.208 Maternal Maternal Lab History: A/G-postPregnancy:0.197 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.184 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.184 Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 56 | OR_unadj: 0.668 [0.283 1.575] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:1.000 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.151 Diagnosis:9ccs129:Asp pneumon:0.131 Diagnosis:9ccs87:Retinal dx:0.131 Newborn Diagnosis:9ccs59:Anemia:0.131 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.131 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.126 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.124 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.118 Maternal Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.118 Maternal Maternal Lab History: BUN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 115 | OR_unadj: 0.873 [0.389 1.957] | indivs AUC:0.493 Correlated most with: Maternal Maternal Lab History: BUN-otherPregnancy:1.000 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.334 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.283 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.265 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.265 Maternal Maternal Lab History: HCG-otherPregnancy:0.202 Maternal Maternal Lab History: BUN-postPregnancy:0.200 Maternal Vital: Wt-otherPregnancy:-0.173 Newborn Diagnosis:9ccs47:Ot bnign neo:0.171 Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.161 Maternal Maternal Lab History: FREE T-4-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: FREE T-4-postPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.463 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:-0.423 Maternal Maternal Procedure History:97035-postPregnancy:0.384 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.345 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.284 Maternal Maternal Lab History: FREE T3-otherPregnancy:0.255 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.250 Maternal Vital: PEF-postPregnancy:0.232 Maternal Maternal Lab History: HEMOGLOBIN S-otherPregnancy:0.232 Maternal Maternal Lab History: URINE KETONES-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 58 | OR_unadj: nan [ nan nan] | indivs AUC:0.480 Correlated most with: Maternal Maternal Lab History: URINE KETONES-otherPregnancy:1.000 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.368 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.332 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.265 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:0.257 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.218 Maternal Maternal Lab History: PTT-otherPregnancy:0.189 Maternal Maternal Lab History: MPV-otherPregnancy:0.167 Diagnosis:9ccs64:Ot hematl dx:0.166 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.164 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 66 | OR_unadj: 0.294 [0.039 2.204] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.236 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.227 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.224 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.197 Maternal Maternal Lab History: VARICELLA IGM-postPregnancy:0.196 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.192 Newborn Diagnosis:9ccs221:Resp distres:0.172 Maternal Maternal Lab History: AMP/SULBACTAM-postPregnancy:0.170 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.167 Maternal Maternal Procedure History:S9470-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 61 | OR_unadj: nan [ nan nan] | indivs AUC:0.514 Correlated most with: Maternal Maternal Procedure History:S9470-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.324 Maternal Maternal Lab History: METAMYELOCYTE-otherPregnancy:0.276 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.239 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.234 Maternal Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:0.209 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.194 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.177 Maternal Maternal Lab History: ANION GAP-postPregnancy:0.165 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.162 Vital: BP-latest | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:0.196 Maternal Diagnosis:9ccs49:DiabMel no c:0.121 Maternal Diagnosis:9ccs215:gu cong anom:0.115 Maternal Maternal Lab History: RUBELLA-postPregnancy:-0.103 Diagnosis:9ccs214:GI cong anom:0.093 Diagnosis:9ccs4:Mycoses:0.087 Maternal Diagnosis:9ccs188:Pelvic obstr:-0.082 Diagnosis:9ccs233:Intracrn inj:-0.079 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.070 Diagnosis:9ccs222:Perint jaund:0.068 Maternal Maternal Lab History: GLOBULIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 68 | OR_unadj: 1.025 [0.425 2.471] | indivs AUC:0.507 Correlated most with: Maternal Maternal Lab History: GLOBULIN-postPregnancy:1.000 Maternal Maternal Lab History: A/G-postPregnancy:-0.864 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.326 Maternal Maternal Lab History: A/G-otherPregnancy:-0.264 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.224 Maternal Maternal Lab History: APTT-postPregnancy:-0.217 Maternal Maternal Lab History: PATIENT-postPregnancy:-0.217 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.192 Diagnosis:9ccs76:Meningitis:0.188 Maternal Maternal Procedure History:86703-postPregnancy:0.188 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:1.000 Newborn Diagnosis:9ccs220:Birth asphyx:0.684 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:-0.683 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:0.683 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.543 Maternal Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:-0.451 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.415 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.406 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.345 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.344 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: 2.012 [0.786 5.152] | indivs AUC:0.495 Correlated most with: Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:1.000 Newborn Diagnosis:9ccs5:HIV infectn:0.384 Maternal Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.271 Maternal Maternal Lab History: RDW-otherPregnancy:0.244 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:0.228 Maternal Maternal Lab History: MCH-otherPregnancy:-0.219 Maternal Maternal Procedure History:96372-otherPregnancy:0.212 Maternal Maternal Lab History: MCV-otherPregnancy:-0.207 Maternal Maternal Lab History: TSH-otherPregnancy:-0.199 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:-0.199 Maternal Maternal Lab History: PH-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 0.294 [0.039 2.204] | indivs AUC:0.480 Correlated most with: Maternal Maternal Lab History: PH-postPregnancy:1.000 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.319 Maternal Maternal Lab History: PREVIOUS PAP RESULT-postPregnancy:-0.245 Maternal Maternal Procedure History:J1055-postPregnancy:-0.224 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:-0.208 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:0.206 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.199 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.184 Maternal Maternal Procedure History:97140-postPregnancy:0.179 Maternal Vital: Ht Percentile-otherPregnancy:0.179 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 39 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.493 Correlated most with: Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.408 Maternal Maternal Lab History: OXACILLIN-postPregnancy:-0.316 Maternal Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.258 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.236 Maternal Maternal Lab History: PT-otherPregnancy:-0.225 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.215 Maternal Maternal Procedure History:J1055-postPregnancy:0.204 Maternal Maternal Procedure History:90772-postPregnancy:0.156 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.151 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:1.000 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:-0.214 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.189 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.185 Newborn Diagnosis:9ccs176:Contraceptiv:-0.143 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.137 Maternal Maternal Procedure History:90472-postPregnancy:-0.136 Maternal Maternal Lab History: A/G-otherPregnancy:0.135 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.127 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.126 Maternal Maternal Procedure History:81025-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.519 Correlated most with: Maternal Maternal Procedure History:81025-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.365 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.341 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.329 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.327 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.311 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.306 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.306 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:-0.306 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.306 Maternal Vital: PL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 71 | OR_unadj: 0.773 [0.270 2.219] | indivs AUC:0.502 Correlated most with: Maternal Vital: PL-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:-0.268 Maternal Vital: HR-otherPregnancy:0.246 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.211 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.197 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.192 Diagnosis:9ccs175:Ot femal gen:-0.188 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.188 Maternal Diagnosis:9ccs93:Dizziness:-0.178 Maternal Maternal Procedure History:81000-otherPregnancy:0.174 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 61 | OR_unadj: 1.492 [0.552 4.032] | indivs AUC:0.519 Correlated most with: Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:1.000 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.415 Maternal Vital: Ht Percentile-otherPregnancy:0.341 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.315 Maternal Vital: Wt-postPregnancy:0.311 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.304 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.300 Maternal Vital: Wt-otherPregnancy:0.300 Maternal Maternal Lab History: LACTIC ACID-postPregnancy:-0.289 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.286 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 45 | OR_unadj: 3.254 [0.946 11.197] | indivs AUC:0.516 Correlated most with: Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:0.438 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.355 Maternal Maternal Lab History: POLYS-postPregnancy:-0.210 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.209 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.209 Maternal Maternal Procedure History:97112-postPregnancy:0.195 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.166 Maternal Vital: Wt-otherPregnancy:0.166 Maternal Vital: Wt-postPregnancy:0.163 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 46 | OR_unadj: 2.591 [0.893 7.522] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:1.000 Maternal Maternal Lab History: RUBELLA-otherPregnancy:0.205 Maternal Maternal Lab History: PT-otherPregnancy:0.181 Maternal Maternal Lab History: PTT-otherPregnancy:0.173 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:0.171 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.171 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.166 Maternal Maternal Procedure History:86580-otherPregnancy:0.144 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.144 Maternal Maternal Lab History: INR-otherPregnancy:0.139 Maternal Diagnosis:9ccs168:PID | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 0.843 [0.249 2.858] | indivs AUC:0.493 Correlated most with: Maternal Diagnosis:9ccs168:PID:1.000 Maternal Diagnosis:9ccs47:Ot bnign neo:0.207 Maternal Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.192 Maternal Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy:0.171 Maternal Diagnosis:9ccs189:Prev c-sectn:0.156 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:-0.148 Maternal Maternal Lab History: LEAD LEVEL-otherPregnancy:0.148 Maternal Maternal Lab History: TRANSFERRIN-postPregnancy:0.148 Maternal Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.148 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.147 Diagnosis:9ccs154:Gastroent | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: nan [ nan nan] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs154:Gastroent:1.000 Diagnosis:9ccs120:Hemmorhoids:0.203 Diagnosis:9ccs153:GI hemorrhag:0.188 Maternal Maternal Lab History: HBV DNA-postPregnancy:0.168 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.164 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.161 Maternal Maternal Lab History: AMYLASE-otherPregnancy:-0.144 Maternal Maternal Lab History: LIPASE-otherPregnancy:-0.121 Maternal Maternal Lab History: A/G-postPregnancy:0.113 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.110 Diagnosis:9ccs123:Influenza | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs123:Influenza:1.000 Diagnosis:9ccs73:Preadult dx:0.257 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.212 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.205 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.191 Maternal Maternal Lab History: LACTIC ACID-postPregnancy:0.183 Maternal Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:-0.174 Maternal Maternal Procedure History:87880-postPregnancy:0.167 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.162 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.161 Maternal Vital: Ht Percentile-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.496 Correlated most with: Maternal Vital: Ht Percentile-postPregnancy:1.000 Maternal Vital: Wt Percentile-postPregnancy:0.318 Maternal Vital: Ht Percentile-otherPregnancy:0.284 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.263 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-otherPregnancy:0.217 Maternal Maternal Lab History: APF MoM-postPregnancy:0.214 Lab:294495 LEAD, BLOOD - LMC:0.181 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.177 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:-0.159 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:0.159 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 63 | OR_unadj: 1.888 [0.508 7.022] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:1.000 Diagnosis:9ccs199:Ulcer skin:0.370 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.331 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.289 Maternal Maternal Lab History: APTT-postPregnancy:0.261 Maternal Maternal Lab History: AMP/SULBACTAM-postPregnancy:-0.261 Maternal Maternal Lab History: PATIENT-postPregnancy:0.261 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.257 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.218 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.206 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 42 | OR_unadj: 1.209 [0.345 4.239] | indivs AUC:0.491 Correlated most with: Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.464 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.449 Maternal Maternal Procedure History:S9470-postPregnancy:0.393 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.337 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.319 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.271 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.259 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:-0.247 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.232 * Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 3.054 [1.346 6.929] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:1.000 Maternal Maternal Lab History: AMYLASE-otherPregnancy:-0.301 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy:0.298 Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:-0.211 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:-0.178 Maternal Maternal Lab History: LDH-otherPregnancy:-0.155 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.153 Lab:306025 PPD:0.147 Maternal Maternal Procedure History:86703-postPregnancy:-0.129 Maternal Maternal Lab History: GLUCOSE POCT-otherPregnancy:0.112 Maternal Maternal Lab History: PAPP-A-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 61 | OR_unadj: 1.177 [0.445 3.114] | indivs AUC:0.512 Correlated most with: Maternal Maternal Lab History: PAPP-A-postPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE POCT-otherPregnancy:0.296 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.284 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.272 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.271 Maternal Maternal Lab History: NT MoM-postPregnancy:-0.266 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy:0.243 Maternal Maternal Procedure History:93005-otherPregnancy:0.243 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.237 Maternal Maternal Lab History: INHMOM-postPregnancy:0.217 Maternal Maternal Procedure History:J7300-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.508 Correlated most with: Maternal Maternal Procedure History:J7300-postPregnancy:1.000 Maternal Maternal Procedure History:58300-postPregnancy:0.859 Maternal Diagnosis:9ccs133:Oth low resp:0.397 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.258 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.168 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.154 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.153 Diagnosis:9ccs234:Crush injury:0.113 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.101 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:-0.098 Maternal Diagnosis:9ccs182:Hemorr preg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.279 [0.037 2.087] | indivs AUC:0.507 Correlated most with: Maternal Diagnosis:9ccs182:Hemorr preg:1.000 Maternal Diagnosis:9ccs184:Early labor:0.152 Newborn Diagnosis:9ccs219:Low birth wt:0.151 Diagnosis:9ccs63:Wht blood dx:0.148 Maternal Maternal Lab History: PTT-otherPregnancy:0.138 Newborn Diagnosis:9ccs256:Exam/eval:0.126 Maternal Diagnosis:9ccs175:Ot femal gen:0.104 Maternal Diagnosis:9ccs117:Ot circul dx:0.104 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:0.103 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:0.102 Maternal Maternal Lab History: A/G-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 68 | OR_unadj: 0.522 [0.159 1.719] | indivs AUC:0.493 Correlated most with: Maternal Maternal Lab History: A/G-postPregnancy:1.000 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.864 Maternal Maternal Lab History: A/G-otherPregnancy:0.324 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.258 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.235 Maternal Maternal Lab History: URIC ACID-otherPregnancy:-0.234 Diagnosis:9ccs76:Meningitis:-0.229 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.224 Maternal Maternal Procedure History:86703-postPregnancy:-0.220 Maternal Diagnosis:9ccs245:Syncope:0.202 Maternal Diagnosis:9ccs106:Dysrhythmia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 0.843 [0.249 2.858] | indivs AUC:0.502 Correlated most with: Maternal Diagnosis:9ccs106:Dysrhythmia:1.000 Maternal Diagnosis:9ccs122:Pneumonia:0.207 Maternal Maternal Lab History: GLUCOSE POCT-otherPregnancy:0.181 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.154 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.152 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy:0.148 Maternal Maternal Procedure History:93005-otherPregnancy:0.148 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.145 Maternal Diagnosis:9ccs204:Ot joint dx:0.145 Maternal Diagnosis:9ccs253:Allergy:0.145 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:1.000 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:-0.433 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.377 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.335 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.307 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.244 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.198 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:0.186 Maternal Maternal Procedure History:81025-otherPregnancy:0.184 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.178 Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs47:Ot bnign neo:1.000 Maternal Diagnosis:9ccs9:Sexual Infxs:0.186 Newborn Diagnosis:9ccs47:Ot bnign neo:0.163 Diagnosis:9ccs252:Fatigue:0.163 Diagnosis:9ccs217:Ot cong anom:0.154 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.143 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.115 Diagnosis:9ccs123:Influenza:0.115 Maternal Maternal Lab History: NT MoM-postPregnancy:-0.114 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.112 Diagnosis:9ccs167:Breast dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.431 [0.056 3.310] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs167:Breast dx:1.000 Diagnosis:9ccs2604:E Codes: Fire/burn:0.266 Diagnosis:10ccs238:Complic proc:0.266 Maternal Maternal Lab History: AMYLASE-otherPregnancy:-0.188 Maternal Maternal Lab History: LIPASE-otherPregnancy:-0.158 Maternal Maternal Lab History: HCG-postPregnancy:0.127 Maternal Maternal Lab History: VARICELLA IGM-postPregnancy:0.110 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.108 Maternal Diagnosis:9ccs163:Other GU dx:0.104 Diagnosis:9ccs48:Thyroid dsor:0.104 Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.623 [0.144 2.701] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs211:Ot conn tiss:1.000 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.230 Maternal Diagnosis:10ccs58:Ot nutrit dx:0.222 Maternal Diagnosis:9ccs235:Opn wnd head:0.222 Maternal Diagnosis:9ccs2603:E Codes: Fall:0.222 Diagnosis:9ccs118:Phlebitis:0.222 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:-0.195 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.189 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.172 Diagnosis:9ccs204:Ot joint dx:0.163 Maternal Maternal Lab History: APF MoM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 1.415 [0.469 4.266] | indivs AUC:0.514 Correlated most with: Maternal Maternal Lab History: APF MoM-postPregnancy:1.000 Maternal Maternal Lab History: OXACILLIN-postPregnancy:0.410 Maternal Maternal Lab History: INHMOM-postPregnancy:0.367 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.286 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.230 Maternal Vital: Ht Percentile-postPregnancy:0.214 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.186 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:0.180 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.165 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.163 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 61 | OR_unadj: 0.384 [0.091 1.618] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:1.000 Maternal Maternal Lab History: NT MoM-postPregnancy:0.881 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.507 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.286 Maternal Maternal Lab History: APF MoM-postPregnancy:0.186 Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.181 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.139 Maternal Maternal Lab History: TSH-postPregnancy:-0.138 Maternal Maternal Procedure History:97803-otherPregnancy:-0.123 Maternal Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:-0.120 Maternal Maternal Lab History: NT MoM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 60 | OR_unadj: 0.701 [0.209 2.344] | indivs AUC:0.512 Correlated most with: Maternal Maternal Lab History: NT MoM-postPregnancy:1.000 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.881 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.447 Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.266 Maternal Maternal Procedure History:97803-otherPregnancy:-0.193 Diagnosis:9ccs252:Fatigue:-0.174 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:0.171 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.148 Maternal Maternal Procedure History:97530-postPregnancy:-0.138 Maternal Vital: Ht Percentile-otherPregnancy:0.138 Maternal Maternal Lab History: PH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 34 | OR_unadj: nan [ nan nan] | indivs AUC:0.505 Correlated most with: Maternal Maternal Lab History: PH-otherPregnancy:1.000 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.321 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.321 Diagnosis:9ccs2620:E Codes: Unspecified:0.278 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.210 Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:-0.210 Maternal Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:-0.180 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.179 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.175 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.163 Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.773 [0.270 2.219] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs89:Blindness:1.000 Diagnosis:9ccs91:Other eye dx:0.284 Diagnosis:9ccs217:Ot cong anom:0.259 Diagnosis:9ccs210:SLE:0.172 Diagnosis:9ccs233:Intracrn inj:0.172 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.160 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.152 Diagnosis:9ccs62:Coag/hemr dx:0.150 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.135 Lab:296169 RETICULOCYTE COUNT- LMC:0.124 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 34 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.290 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.281 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.233 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:-0.219 Maternal Maternal Procedure History:J1055-postPregnancy:-0.197 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.196 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:-0.186 Diagnosis:9ccs129:Asp pneumon:-0.181 Diagnosis:9ccs199:Ulcer skin:-0.181 Maternal Maternal Procedure History:58300-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 90 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.515 Correlated most with: Maternal Maternal Procedure History:58300-postPregnancy:1.000 Maternal Maternal Procedure History:J7300-postPregnancy:0.859 Maternal Diagnosis:9ccs133:Oth low resp:0.346 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.227 Diagnosis:9ccs2:Septicemia:0.191 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.148 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.140 Diagnosis:9ccs240:Burns:0.135 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.133 Diagnosis:9ccs234:Crush injury:0.098 Maternal Maternal Procedure History:99000-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 113 | OR_unadj: nan [ nan nan] | indivs AUC:0.497 Correlated most with: Maternal Maternal Procedure History:99000-otherPregnancy:1.000 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.462 Maternal Maternal Procedure History:90656-otherPregnancy:0.271 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.260 Maternal Maternal Procedure History:99000-postPregnancy:-0.253 Maternal Maternal Lab History: CREATININE-postPregnancy:0.192 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.192 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.191 Maternal Maternal Procedure History:81000-postPregnancy:-0.178 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.129 Maternal Maternal Lab History: HCG-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 0.623 [0.144 2.701] | indivs AUC:0.503 Correlated most with: Maternal Maternal Lab History: HCG-postPregnancy:1.000 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.360 Maternal Maternal Lab History: INHMOM-postPregnancy:0.271 Diagnosis:9ccs188:Pelvic obstr:0.247 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:-0.195 Maternal Maternal Lab History: AMYLASE-otherPregnancy:-0.177 Maternal Maternal Lab History: LIPASE-otherPregnancy:-0.149 Maternal Maternal Lab History: PAPP-A-otherPregnancy:-0.138 Maternal Maternal Lab History: NT MoM-postPregnancy:0.136 Maternal Maternal Lab History: UIBC-postPregnancy:-0.135 Maternal Maternal Procedure History:90471-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 88 | OR_unadj: 1.745 [0.564 5.394] | indivs AUC:0.514 Correlated most with: Maternal Maternal Procedure History:90471-otherPregnancy:1.000 Newborn Diagnosis:9ccs197:Skin infectn:0.218 Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.202 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.193 Maternal Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:-0.191 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:-0.191 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.191 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.186 Maternal Maternal Lab History: LH-postPregnancy:-0.178 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.167 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 3.408 [0.809 14.349] | indivs AUC:0.516 Correlated most with: Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:1.000 Maternal Maternal Procedure History:99211-otherPregnancy:0.414 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.345 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.337 Maternal Vital: Wt Percentile-otherPregnancy:0.327 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.324 Maternal Maternal Lab History: TSH-postPregnancy:-0.303 Maternal Maternal Procedure History:93005-otherPregnancy:-0.303 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.290 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.275 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 41 | OR_unadj: 0.431 [0.056 3.310] | indivs AUC:0.507 Correlated most with: Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.498 Maternal Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.313 Maternal Maternal Lab History: VARICELLA IGM-postPregnancy:-0.295 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.250 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:0.231 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.223 Newborn Diagnosis:9ccs95:Oth nerv dx:0.162 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.159 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.158 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 0.446 [0.105 1.896] | indivs AUC:0.490 Correlated most with: Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:1.000 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.507 Maternal Maternal Lab History: APF MoM-postPregnancy:0.286 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.233 Maternal Maternal Lab History: INHMOM-postPregnancy:0.224 Maternal Maternal Lab History: TSH-postPregnancy:-0.185 Maternal Maternal Lab History: OXACILLIN-postPregnancy:0.175 Maternal Maternal Lab History: RETIC HGB-postPregnancy:0.164 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.156 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.149 Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.994 [0.289 3.416] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs223:Birth trauma:1.000 Diagnosis:9ccs231:Oth fracture:0.255 Newborn Diagnosis:9ccs223:Birth trauma:0.196 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.193 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.172 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.171 Maternal Maternal Diagnosis:9ccs123:Influenza-postPregnancy:0.159 Maternal Maternal Lab History: TP PERIOD-postPregnancy:0.151 Maternal Maternal Procedure History:S9470-postPregnancy:0.149 Maternal Diagnosis:9ccs188:Pelvic obstr:0.148 Diagnosis:9ccs124:Tonsillitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.832 [0.289 2.398] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs124:Tonsillitis:1.000 Diagnosis:9ccs105:Conduction:0.178 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.143 Maternal Vital: Wt Percentile-otherPregnancy:0.142 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.135 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.132 Maternal Maternal Lab History: AMP/SULBACTAM-postPregnancy:-0.128 Maternal Maternal Lab History: APTT-postPregnancy:0.128 Maternal Maternal Lab History: PATIENT-postPregnancy:0.128 Lab:323700 CULTURE THROAT W SENS - Sunrise:0.128 Maternal Vital: RR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 2.374 [0.829 6.796] | indivs AUC:0.495 Correlated most with: Maternal Vital: RR-postPregnancy:1.000 Maternal Vital: SpO2-postPregnancy:-0.361 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.344 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.302 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.289 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.256 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.255 Maternal Maternal Lab History: LDL-postPregnancy:0.223 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.210 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.208 Newborn Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs200:Oth skin dx:1.000 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.296 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.268 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.258 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.199 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.175 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.165 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.134 Newborn Diagnosis:9ccs215:gu cong anom:0.122 Diagnosis:9ccs95:Oth nerv dx:0.108 Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.745 [0.564 5.394] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs161:Ot dx kidney:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.400 Diagnosis:9ccs159:UTI:0.240 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.192 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.172 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.172 Newborn Diagnosis:9ccs214:GI cong anom:0.169 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.155 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.139 Maternal Diagnosis:9ccs198:Ot infl skin:0.137 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 45 | OR_unadj: 0.803 [0.181 3.555] | indivs AUC:0.507 Correlated most with: Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:1.000 Maternal Maternal Procedure History:90663-postPregnancy:0.502 Maternal Maternal Procedure History:90470-postPregnancy:0.502 Maternal Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.439 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.281 Maternal Maternal Lab History: ALT-postPregnancy:0.241 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.220 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.217 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:0.191 Maternal Maternal Lab History: AMYLASE-postPregnancy:0.182 * Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 5.688 [1.142 28.338] | indivs AUC:0.516 Correlated most with: Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.367 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.336 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.331 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.298 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.292 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:-0.287 Maternal Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.248 Maternal Vital: SpO2-otherPregnancy:0.243 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.212 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 0.938 [0.209 4.218] | indivs AUC:0.526 Correlated most with: Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:1.000 Maternal Maternal Lab History: NT MoM-postPregnancy:0.447 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.286 Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.271 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.221 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.217 Maternal Vital: Ht Percentile-otherPregnancy:0.200 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.200 Maternal Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:-0.185 Maternal Maternal Lab History: RETIC HGB-postPregnancy:-0.177 Maternal Maternal Procedure History:86580-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 86 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Procedure History:86580-postPregnancy:1.000 Maternal Vital: PEF-postPregnancy:-0.403 Maternal Maternal Procedure History:90746-postPregnancy:0.384 Maternal Maternal Procedure History:86580-otherPregnancy:0.267 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.232 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.231 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.229 Maternal Maternal Lab History: eGFR-otherPregnancy:-0.210 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.201 Maternal Maternal Lab History: VARICELLA IGM-postPregnancy:0.200 Maternal Maternal Procedure History:90649-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 0.467 [0.060 3.610] | indivs AUC:0.486 Correlated most with: Maternal Maternal Procedure History:90649-postPregnancy:1.000 Maternal Maternal Procedure History:90471-postPregnancy:0.530 Maternal Maternal Procedure History:90472-postPregnancy:0.233 Maternal Diagnosis:9ccs120:Hemmorhoids:0.187 Maternal Diagnosis:9ccs217:Ot cong anom:0.187 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.171 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.161 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.161 Maternal Maternal Lab History: MUMPS IGG-postPregnancy:-0.159 Maternal Maternal Lab History: UIBC-postPregnancy:0.153 Maternal Diagnosis:9ccs105:Conduction | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs105:Conduction:1.000 Maternal Diagnosis:9ccs187:Malposition:0.095 Diagnosis:9ccs198:Ot infl skin:0.067 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.062 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.062 Maternal Diagnosis:9ccs190:Fetal distrs:0.045 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:-0.045 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:-0.045 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.041 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.041 Maternal Maternal Lab History: TP PERIOD-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: TP PERIOD-postPregnancy:1.000 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:0.953 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.474 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.433 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.264 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:0.252 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.242 Maternal Maternal Lab History: TP VOLUME-postPregnancy:-0.229 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.224 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.222 Maternal Maternal Procedure History:90656-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 68 | OR_unadj: nan [ nan nan] | indivs AUC:0.511 Correlated most with: Maternal Maternal Procedure History:90656-postPregnancy:1.000 Maternal Maternal Lab History: FOLATE-postPregnancy:-0.295 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.268 Maternal Maternal Procedure History:97035-postPregnancy:-0.253 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.253 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.235 Maternal Maternal Procedure History:97001-postPregnancy:0.233 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.197 Newborn Diagnosis:9ccs191:Amnios dx:0.179 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.165 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.411 [0.298 6.685] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.468 Newborn Diagnosis:9ccs191:Amnios dx:0.331 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.225 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.225 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.215 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.207 Maternal Maternal Lab History: BUN-postPregnancy:0.192 Diagnosis:9ccs51:Ot endo dsor:0.192 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.169 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 34 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.540 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.384 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.267 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.185 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.177 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.170 Maternal Maternal Lab History: SEX HORMONE BINDING GLOBULIN-postPregnancy:-0.138 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.137 Maternal Maternal Lab History: FOLATE-postPregnancy:0.128 Maternal Maternal Procedure History:90472-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.511 Correlated most with: Maternal Maternal Procedure History:90472-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs180:Ectopic preg-postPregnancy:-0.399 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.349 Maternal Maternal Procedure History:90649-postPregnancy:0.233 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.195 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.187 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.144 Maternal Maternal Lab History: CHLORIDE-postPregnancy:-0.140 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.139 Maternal Maternal Lab History: VLDL-postPregnancy:0.138 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 45 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.516 Correlated most with: Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.689 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.548 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.464 Maternal Maternal Lab History: FREE T3-postPregnancy:0.280 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.240 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.240 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.228 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.227 Diagnosis:9ccs123:Influenza:0.205 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 42 | OR_unadj: 1.128 [0.246 5.176] | indivs AUC:0.503 Correlated most with: Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.549 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.536 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.512 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.479 Maternal Maternal Lab History: eGFR-otherPregnancy:-0.440 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.415 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.415 Maternal Maternal Procedure History:90658-postPregnancy:0.402 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.341 Maternal Maternal Procedure History:96372-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.505 Correlated most with: Maternal Maternal Procedure History:96372-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:0.548 Maternal Maternal Lab History: TSH-otherPregnancy:-0.474 Maternal Maternal Lab History: FOLATE-otherPregnancy:-0.474 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:0.474 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:-0.474 Maternal Maternal Lab History: IRON-otherPregnancy:-0.474 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.474 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.459 Maternal Maternal Lab History: FERRITIN-otherPregnancy:-0.334 Diagnosis:9ccs247:Lymph enlarg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 1.416 [0.527 3.808] | indivs AUC:0.515 Correlated most with: Diagnosis:9ccs247:Lymph enlarg:1.000 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.206 Diagnosis:9ccs254:Rehab:0.199 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.184 Maternal Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:0.165 Maternal Maternal Procedure History:99211-otherPregnancy:0.164 Maternal Maternal Lab History: FOLATE-postPregnancy:-0.160 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.160 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.157 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.144 Maternal Diagnosis:9ccs196:Nml preg/del | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1685 | OR_unadj: 0.589 [0.161 2.155] | indivs AUC:0.494 Correlated most with: Maternal Diagnosis:9ccs196:Nml preg/del:1.000 Maternal Diagnosis:9ccs91:Other eye dx:-0.494 Maternal Diagnosis:9ccs0:No DX:-0.274 Maternal Maternal Diagnosis:9ccs219:Low birth wt-otherPregnancy:-0.227 Maternal Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:-0.197 Maternal Diagnosis:9ccs50:DiabMel w/cm:-0.194 Maternal Diagnosis:9ccs194:Forceps del:-0.135 Maternal Diagnosis:9ccs138:Esophgeal dx:-0.120 Maternal Diagnosis:9ccs163:Other GU dx:-0.109 Maternal Diagnosis:9ccs98:HTN:-0.109 Vital: HC Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs16:Liver/ibd ca:-0.190 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.184 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.145 Newborn Diagnosis:9ccs216:Nerv cong an:-0.135 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.134 Maternal Maternal Procedure History:97014-postPregnancy:0.127 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.125 Maternal Maternal Lab History: AFP-otherPregnancy:0.112 Maternal Maternal Lab History: PT-postPregnancy:-0.093 Maternal Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:-0.091 Maternal Maternal Procedure History:J1055-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.484 Correlated most with: Maternal Maternal Procedure History:J1055-postPregnancy:1.000 Maternal Maternal Procedure History:90772-postPregnancy:0.767 Maternal Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:-0.455 Maternal Maternal Procedure History:90746-postPregnancy:-0.363 Maternal Maternal Procedure History:81025-postPregnancy:0.361 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.319 Maternal Maternal Lab History: PH-postPregnancy:-0.224 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.212 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.204 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:-0.197 Maternal Vital: BMI Percentile-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 0.938 [0.209 4.218] | indivs AUC:0.505 Correlated most with: Maternal Vital: BMI Percentile-otherPregnancy:1.000 Maternal Vital: BMI Percentile-postPregnancy:0.571 Maternal Vital: Wt Percentile-otherPregnancy:0.279 Maternal Vital: Wt Percentile-postPregnancy:0.248 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.233 Maternal Vital: Wt-otherPregnancy:0.226 Maternal Vital: Ht Percentile-otherPregnancy:0.196 Maternal Maternal Lab History: LACTIC ACID-postPregnancy:-0.160 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.156 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.146 Vital: HC Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs2604:E Codes: Fire/burn:-0.361 Diagnosis:10ccs238:Complic proc:-0.361 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.166 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.156 Diagnosis:9ccs204:Ot joint dx:-0.137 Diagnosis:9ccs242:Poisn ot med:-0.137 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.128 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:-0.113 Maternal Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:0.102 Diagnosis:9ccs251:Abdomnl pain:-0.100 Diagnosis:9ccs258:Other screen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.384 [0.091 1.618] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs258:Other screen:1.000 Diagnosis:9ccs228:Fx skull fac:0.178 Diagnosis:9ccs2619:e codes: other specified- nec:0.178 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:-0.157 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.152 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.152 Maternal Maternal Procedure History:97803-otherPregnancy:0.148 Diagnosis:9ccs136:Teeth dx:0.143 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.142 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:0.128 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 38 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:-0.591 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.346 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.305 Maternal Maternal Lab History: ANION GAP-otherPregnancy:-0.226 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.208 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.199 Maternal Vital: BMI-postPregnancy:0.195 Maternal Maternal Lab History: ANION GAP-postPregnancy:-0.189 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.188 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 45 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.511 Correlated most with: Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.559 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.547 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:-0.427 Maternal Maternal Lab History: UIBC-postPregnancy:0.354 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:-0.289 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:-0.276 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.273 Diagnosis:9ccs238:Complic proc:0.271 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:-0.247 Maternal Maternal Lab History: INHMOM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 1.331 [0.444 3.987] | indivs AUC:0.521 Correlated most with: Maternal Maternal Lab History: INHMOM-postPregnancy:1.000 Maternal Maternal Lab History: APF MoM-postPregnancy:0.367 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.322 Maternal Maternal Lab History: HCG-postPregnancy:0.271 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.268 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.266 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.261 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.231 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.224 Maternal Maternal Lab History: PAPP-A-postPregnancy:0.217 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 43 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:1.000 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.317 Maternal Diagnosis:9ccs175:Ot femal gen:0.248 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.244 Maternal Maternal Lab History: LDH-otherPregnancy:0.220 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.141 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.131 Diagnosis:9ccs55:Fluid/elc dx:0.128 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.128 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.123 Newborn Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.510 [0.497 4.587] | indivs AUC:0.504 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:1.000 Maternal Maternal Procedure History:36416-postPregnancy:0.211 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.206 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.198 Diagnosis:9ccs223:Birth trauma:0.196 Maternal Maternal Lab History: THYROGLOBULIN AB-postPregnancy:0.163 Maternal Diagnosis:9ccs120:Hemmorhoids:0.160 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.160 Maternal Diagnosis:9ccs188:Pelvic obstr:0.153 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.150 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.554 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.331 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.248 Maternal Maternal Procedure History:36415-postPregnancy:0.230 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.226 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.214 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.207 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.205 Newborn Diagnosis:9ccs223:Birth trauma:0.198 Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.209 [0.345 4.239] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:1.000 Diagnosis:9ccs245:Syncope:0.341 Diagnosis:9ccs233:Intracrn inj:0.241 Newborn Diagnosis:9ccs59:Anemia:0.241 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.241 Diagnosis:9ccs118:Phlebitis:0.241 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.228 Maternal Maternal Procedure History:93005-postPregnancy:0.199 Diagnosis:9ccs48:Thyroid dsor:0.193 Maternal Vital: Ht Percentile-otherPregnancy:0.190 Maternal Vital: Wt Percentile-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.892 [0.605 5.911] | indivs AUC:0.507 Correlated most with: Maternal Vital: Wt Percentile-postPregnancy:1.000 Maternal Vital: BMI Percentile-postPregnancy:0.578 Maternal Vital: Ht Percentile-postPregnancy:0.318 Maternal Vital: BMI Percentile-otherPregnancy:0.248 Maternal Diagnosis:9ccs53:Hyperlipidem:0.229 Maternal Vital: Wt Percentile-otherPregnancy:0.194 Lab:294495 LEAD, BLOOD - LMC:-0.181 Maternal Maternal Procedure History:81025-postPregnancy:0.145 Maternal Vital: Wt-postPregnancy:0.136 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.134 Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 0.732 [0.218 2.455] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs219:Low birth wt:1.000 Maternal Diagnosis:9ccs184:Early labor:0.435 Newborn Diagnosis:9ccs219:Low birth wt:0.413 Maternal Diagnosis:9ccs235:Opn wnd head:0.195 Maternal Diagnosis:10ccs58:Ot nutrit dx:0.195 Maternal Diagnosis:9ccs2603:E Codes: Fall:0.195 Newborn Diagnosis:9ccs256:Exam/eval:0.187 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.171 Maternal Maternal Lab History: CHOLIC ACID-postPregnancy:0.170 Maternal Maternal Lab History: BILE ACIDS-postPregnancy:0.169 Diagnosis:9ccs147:Anal/rectal | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs147:Anal/rectal:1.000 Diagnosis:9ccs2619:e codes: other specified- nec:0.249 Diagnosis:9ccs228:Fx skull fac:0.249 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.244 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.205 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.178 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.174 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.174 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.155 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.151 Diagnosis:9ccs240:Burns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs240:Burns:1.000 Maternal Diagnosis:9ccs121:Oth vein dx:0.288 Maternal Maternal Lab History: RETIC HGB-postPregnancy:-0.228 Maternal Maternal Lab History: RET %-postPregnancy:0.192 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.187 Maternal Maternal Lab History: RET ABS-postPregnancy:0.185 Maternal Diagnosis:9ccs143:Abdom hernia:0.141 Maternal Maternal Procedure History:58300-postPregnancy:0.135 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.125 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.125 Maternal Maternal Procedure History:90656-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: nan [ nan nan] | indivs AUC:0.508 Correlated most with: Maternal Maternal Procedure History:90656-otherPregnancy:1.000 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.386 Maternal Maternal Procedure History:99000-otherPregnancy:0.271 Maternal Maternal Procedure History:81000-otherPregnancy:-0.219 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.198 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.183 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.177 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.169 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.156 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:-0.155 Vital: BP-avg16to19 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs224:Ot perint dx:0.733 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.073 Diagnosis:9ccs96:Hrt valve dx:-0.068 Diagnosis:9ccs59:Anemia:0.066 Maternal Diagnosis:9ccs59:Anemia:-0.061 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.059 Maternal Diagnosis:9ccs186:DM in preg:-0.055 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.054 Maternal Vital: BP-postPregnancy:0.048 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.048 Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:1.000 Diagnosis:9ccs230:Fx leg:0.447 Diagnosis:9ccs210:SLE:0.447 Diagnosis:9ccs52:Nutrit defic:0.222 Diagnosis:9ccs64:Ot hematl dx:0.155 Diagnosis:9ccs134:Ot uppr resp:0.150 Diagnosis:9ccs89:Blindness:0.150 Diagnosis:9ccs212:Ot bone dx:0.125 Diagnosis:9ccs251:Abdomnl pain:0.120 Maternal Diagnosis:9ccs7:Viral infect:0.115 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.329 [0.044 2.481] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:1.000 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.332 Diagnosis:9ccs2620:E Codes: Unspecified:-0.285 Maternal Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:0.249 Maternal Maternal Lab History: HBV DNA-postPregnancy:0.194 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.180 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:-0.176 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.171 Maternal Maternal Lab History: FASTING-otherPregnancy:0.169 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.149 Diagnosis:9ccs8:Oth infectns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.599 [0.181 1.985] | indivs AUC:0.518 Correlated most with: Diagnosis:9ccs8:Oth infectns:1.000 Diagnosis:9ccs73:Preadult dx:0.178 Diagnosis:9ccs44:Neoplsm unsp:0.175 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.124 Maternal Maternal Lab History: eGFR-otherPregnancy:0.119 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.114 Maternal Maternal Lab History: eGFR-postPregnancy:0.114 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.113 Maternal Maternal Lab History: UIBC-postPregnancy:0.105 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.096 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:1.000 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.878 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.475 Maternal Maternal Lab History: TP PERIOD-postPregnancy:0.433 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:0.417 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.295 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.236 Diagnosis:9ccs243:Poisn nonmed:0.213 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:-0.192 Lab:292495 LEAD LEVEL - Sunrise:-0.180 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.709 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.683 Diagnosis:9ccs246:FUO:0.550 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:-0.550 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:-0.550 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.514 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.402 Maternal Maternal Procedure History:36415-postPregnancy:0.283 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.282 Newborn Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs213:Cardiac anom:0.330 Diagnosis:9ccs96:Hrt valve dx:0.181 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.146 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.141 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.125 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.118 Maternal Diagnosis:9ccs128:Asthma:0.105 Maternal Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy:-0.103 Lab:292208 CBC/DIFF/PLT - Sunrise:-0.103 Maternal Diagnosis:9ccs7:Viral infect | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.506 Correlated most with: Maternal Diagnosis:9ccs7:Viral infect:1.000 Maternal Diagnosis:9ccs160:Urin stone:0.266 Maternal Diagnosis:9ccs3:Oth bact inf:0.266 Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.256 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:0.190 Maternal Maternal Lab History: FOLATE-otherPregnancy:0.190 Maternal Maternal Lab History: IRON-otherPregnancy:0.190 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:0.190 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.155 Maternal Diagnosis:9ccs89:Blindness:0.151 Diagnosis:9ccs153:GI hemorrhag | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.749 [0.170 3.295] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs153:GI hemorrhag:1.000 Maternal Diagnosis:9ccs121:Oth vein dx:0.241 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.192 Diagnosis:9ccs154:Gastroent:0.188 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.176 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.172 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.172 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.172 Maternal Maternal Lab History: AMYLASE-otherPregnancy:-0.171 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.161 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 40 | OR_unadj: nan [ nan nan] | indivs AUC:0.512 Correlated most with: Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:1.000 Maternal Maternal Procedure History:97803-otherPregnancy:0.359 Maternal Maternal Lab History: METAMYELOCYTE-otherPregnancy:0.311 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.278 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.246 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.221 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.192 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.189 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.179 Maternal Maternal Procedure History:90656-otherPregnancy:-0.156 * Maternal Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 3.571 [1.159 11.003] | indivs AUC:0.509 Correlated most with: Maternal Diagnosis:9ccs48:Thyroid dsor:1.000 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.244 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.243 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.224 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.219 Maternal Maternal Lab History: FREE T3-postPregnancy:-0.217 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.197 Maternal Maternal Lab History: TSH-otherPregnancy:-0.197 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:-0.197 Maternal Maternal Lab History: IRON-otherPregnancy:-0.197 Maternal Diagnosis:9ccs61:Sickle cell | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 2.838 [0.705 11.421] | indivs AUC:0.518 Correlated most with: Maternal Diagnosis:9ccs61:Sickle cell:1.000 Maternal Maternal Lab History: TOXOPLASMA IGG-postPregnancy:0.273 Maternal Vital: PEF-postPregnancy:-0.236 Diagnosis:9ccs61:Sickle cell:0.218 Maternal Maternal Procedure History:90746-postPregnancy:0.217 Maternal Maternal Procedure History:86580-postPregnancy:0.177 Maternal Diagnosis:9ccs74:Ot mentl cnd:0.164 Maternal Vital: SpO2-postPregnancy:0.122 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.120 Maternal Diagnosis:9ccs181:Ot preg comp:0.115 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.513 Correlated most with: Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.548 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.506 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:-0.439 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.439 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.358 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.335 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.319 Maternal Maternal Procedure History:81025-otherPregnancy:0.246 Maternal Maternal Lab History: FREE T3-postPregnancy:0.219 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.513 Correlated most with: Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.478 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.469 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.464 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.464 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.464 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.464 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.464 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.464 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.398 Maternal Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs159:UTI:1.000 Maternal Diagnosis:9ccs157:Ac renl fail:0.353 Maternal Diagnosis:9ccs249:Shock:0.353 Maternal Diagnosis:9ccs244:Other injury:0.248 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.242 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.204 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.189 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.185 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.160 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.157 Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs163:Other GU dx:1.000 Maternal Diagnosis:9ccs96:Hrt valve dx:0.202 Diagnosis:9ccs168:PID:0.200 Diagnosis:9ccs215:gu cong anom:0.137 Diagnosis:9ccs159:UTI:0.106 Diagnosis:9ccs242:Poisn ot med:0.104 Diagnosis:9ccs175:Ot femal gen:0.104 Diagnosis:9ccs244:Other injury:0.101 Diagnosis:9ccs224:Ot perint dx:0.101 Number of Visits:0.089 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.474 Correlated most with: Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:1.000 Newborn Diagnosis:9ccs5:HIV infectn:0.338 Maternal Maternal Lab History: A/G-otherPregnancy:-0.300 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.272 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.265 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.264 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.257 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.250 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.241 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.239 Vital: HC Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs87:Retinal dx:-0.680 Diagnosis:9ccs238:Complic proc:-0.304 Diagnosis:10ccs238:Complic proc:-0.239 Diagnosis:9ccs2604:E Codes: Fire/burn:-0.239 Maternal Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:0.197 Maternal Maternal Lab History: eGFR-postPregnancy:-0.156 Diagnosis:9ccs3:Oth bact inf:0.144 Maternal Vital: SpO2-postPregnancy:-0.135 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.133 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.125 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 32 | OR_unadj: 0.384 [0.091 1.618] | indivs AUC:0.493 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.468 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.262 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.254 Maternal Vital: Ht-otherPregnancy:0.213 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.203 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.200 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.194 Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.194 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.180 Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.400 [0.052 3.055] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs55:Fluid/elc dx:1.000 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.129 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.128 Maternal Diagnosis:9ccs175:Ot femal gen:0.125 Maternal Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy:-0.106 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:-0.099 Maternal Maternal Procedure History:90656-postPregnancy:0.093 Diagnosis:9ccs204:Ot joint dx:0.092 Diagnosis:9ccs242:Poisn ot med:0.092 Diagnosis:9ccs219:Low birth wt:0.091 Diagnosis:9ccs64:Ot hematl dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs64:Ot hematl dx:1.000 Diagnosis:9ccs49:DiabMel no c:0.353 Maternal Maternal Lab History: LH-postPregnancy:-0.289 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.251 Diagnosis:9ccs190:Fetal distrs:0.248 Diagnosis:9ccs61:Sickle cell:0.232 Maternal Maternal Lab History: FASTING-postPregnancy:0.227 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.200 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.197 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.168 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.491 Correlated most with: Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.378 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.273 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.225 Diagnosis:9ccs123:Influenza:0.191 Maternal Diagnosis:9ccs6:Hepatitis:0.181 Maternal Maternal Procedure History:90656-postPregnancy:0.152 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.148 Diagnosis:9ccs129:Asp pneumon:0.147 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:-0.143 Diagnosis:9ccs243:Poisn nonmed | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs243:Poisn nonmed:1.000 Lab:292495 LEAD LEVEL - Sunrise:-0.414 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.224 Maternal Diagnosis:9ccs255:Social admin:0.222 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.213 Maternal Maternal Lab History: TP PERIOD-postPregnancy:0.213 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:0.205 Maternal Diagnosis:9ccs74:Ot mentl cnd:0.155 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.137 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:0.119 Maternal Vital: SpO2-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.504 Correlated most with: Maternal Vital: SpO2-postPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.567 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:-0.542 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.527 Maternal Maternal Lab History: MICRO/CREAT RATIO-postPregnancy:-0.429 Maternal Maternal Diagnosis:10ccs4:Mycoses-postPregnancy:-0.429 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:-0.429 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:-0.429 Maternal Maternal Lab History: MICROALBUMIN-postPregnancy:-0.429 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:-0.402 Vital: HC Percentile-avg5to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs16:Liver/ibd ca:0.151 Diagnosis:9ccs2604:E Codes: Fire/burn:0.131 Diagnosis:10ccs238:Complic proc:0.131 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:-0.125 Newborn Diagnosis:9ccs216:Nerv cong an:0.107 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.092 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:-0.091 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.087 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:-0.086 Maternal Maternal Procedure History:97014-postPregnancy:-0.083 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.634 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.577 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.573 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.500 Maternal Maternal Lab History: eGFR-otherPregnancy:-0.459 Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:0.433 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.433 Maternal Maternal Diagnosis:10ccs172:Ovarian cyst-postPregnancy:0.433 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.433 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.562 [0.072 4.406] | indivs AUC:0.505 Correlated most with: Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.585 Maternal Vital: Wt Percentile-otherPregnancy:0.365 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.345 Maternal Maternal Procedure History:93005-otherPregnancy:-0.329 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.325 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.309 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.284 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:-0.243 Maternal Maternal Lab History: FOLATE-otherPregnancy:-0.243 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.585 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.251 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.207 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:-0.207 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.175 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.169 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.167 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.153 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:-0.148 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.507 Correlated most with: Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.526 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.521 Maternal Maternal Lab History: LIPASE-otherPregnancy:0.492 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.438 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.391 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.316 Maternal Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.315 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.234 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.207 Maternal Diagnosis:9ccs73:Preadult dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs73:Preadult dx:1.000 Maternal Diagnosis:9ccs59:Anemia:0.098 Maternal Diagnosis:9ccs187:Malposition:0.095 Maternal Diagnosis:9ccs191:Amnios dx:0.072 Diagnosis:9ccs133:Oth low resp:0.069 Diagnosis:9ccs90:Eye infectn:0.044 MatDeliveryAge:-0.040 Maternal Diagnosis:9ccs181:Ot preg comp:0.038 Diagnosis:9ccs7:Viral infect:0.028 Diagnosis:9ccs257:Ot aftercare:0.028 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 1.254 [0.269 5.836] | indivs AUC:0.507 Correlated most with: Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.359 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.291 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.237 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.215 Diagnosis:9ccs141:Ot dx stomch:0.205 Diagnosis:9ccs240:Burns:0.187 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.158 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.152 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:-0.142 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.505 Correlated most with: Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.709 Maternal Maternal Lab History: LIPASE-otherPregnancy:0.659 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.606 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.550 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.526 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.464 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.317 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.262 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.259 Maternal Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs224:Ot perint dx:1.000 Diagnosis:9ccs59:Anemia:0.083 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.055 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.055 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.046 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.046 Maternal Diagnosis:9ccs190:Fetal distrs:0.045 Diagnosis:9ccs135:Intest infct:0.044 Diagnosis:9ccs90:Eye infectn:0.044 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.043 Maternal Maternal Lab History: FASTING-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 40 | OR_unadj: 1.128 [0.324 3.925] | indivs AUC:0.491 Correlated most with: Maternal Maternal Lab History: FASTING-otherPregnancy:1.000 Maternal Maternal Lab History: FASTING-postPregnancy:0.432 Maternal Maternal Lab History: LH-postPregnancy:-0.381 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.378 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.261 Maternal Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:0.251 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.223 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.222 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.215 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.194 Maternal Maternal Lab History: MAGNESIUM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: MAGNESIUM-postPregnancy:1.000 Maternal Maternal Lab History: CALCIUM-postPregnancy:-0.342 Maternal Maternal Lab History: FREE T-4-otherPregnancy:0.312 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.291 Maternal Maternal Lab History: PTT-postPregnancy:-0.288 Diagnosis:9ccs232:Sprain:-0.281 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.276 Maternal Maternal Lab History: PO2-postPregnancy:0.262 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.254 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.253 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.468 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.230 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.195 Diagnosis:10ccs58:Ot nutrit dx:0.184 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.176 Diagnosis:9ccs154:Gastroent:0.164 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:0.151 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.140 Diagnosis:9ccs2603:E Codes: Fall:0.140 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.493 Correlated most with: Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.632 Maternal Maternal Lab History: HEMOGLOBIN S-otherPregnancy:0.581 Maternal Maternal Lab History: FREE T3-postPregnancy:0.577 Maternal Maternal Lab History: FREE T3-otherPregnancy:0.577 Maternal Vital: PEF-postPregnancy:0.516 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.427 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.426 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.417 Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:0.387 Diagnosis:9ccs212:Ot bone dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.128 [0.246 5.176] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs212:Ot bone dx:1.000 Diagnosis:9ccs210:SLE:0.288 Diagnosis:9ccs254:Rehab:0.288 Diagnosis:9ccs52:Nutrit defic:0.141 Diagnosis:9ccs62:Coag/hemr dx:0.125 Diagnosis:9ccs209:Ot acq defor:0.095 Diagnosis:9ccs89:Blindness:0.090 Diagnosis:9ccs51:Ot endo dsor:0.077 Newborn Diagnosis:9ccs96:Hrt valve dx:0.070 Maternal Diagnosis:9ccs176:Contraceptiv:0.067 Maternal Maternal Lab History: IRON-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: IRON-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.491 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.487 Maternal Maternal Lab History: RETIC HGB-postPregnancy:0.404 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.351 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.331 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:-0.302 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.288 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.279 Maternal Maternal Procedure History:97035-postPregnancy:-0.268 Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.803 [0.181 3.555] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs215:gu cong anom:1.000 Maternal Diagnosis:10ccs58:Ot nutrit dx:0.249 Maternal Diagnosis:9ccs2603:E Codes: Fall:0.249 Maternal Diagnosis:9ccs235:Opn wnd head:0.249 Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:0.247 Newborn Diagnosis:9ccs215:gu cong anom:0.245 Maternal Diagnosis:9ccs239:Superfic inj:0.174 Maternal Diagnosis:9ccs46:Bnign ut neo:0.171 Newborn Diagnosis:9ccs253:Allergy:0.152 Maternal Diagnosis:9ccs89:Blindness:0.141 Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs216:Nerv cong an:1.000 Newborn Diagnosis:9ccs5:HIV infectn:0.353 Diagnosis:9ccs118:Phlebitis:0.353 Diagnosis:9ccs16:Liver/ibd ca:0.353 Maternal Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.251 Newborn Diagnosis:9ccs216:Nerv cong an:0.248 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:0.168 Newborn Diagnosis:9ccs95:Oth nerv dx:0.155 Maternal Diagnosis:9ccs5:HIV infectn:0.141 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.136 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.448 Maternal Maternal Lab History: PTT-postPregnancy:0.315 Newborn Diagnosis:9ccs95:Oth nerv dx:0.228 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.223 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.188 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.180 Maternal Maternal Lab History: PT-postPregnancy:0.137 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.120 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:-0.112 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.485 Correlated most with: Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:1.000 Maternal Maternal Procedure History:97140-postPregnancy:0.704 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.513 Maternal Maternal Procedure History:97010-postPregnancy:0.489 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.477 Maternal Maternal Procedure History:97032-postPregnancy:0.410 Maternal Maternal Procedure History:97110-postPregnancy:0.347 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.326 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.306 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.269 Diagnosis:9ccs61:Sickle cell | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs61:Sickle cell:1.000 Lab:306025 PPD:0.272 Diagnosis:9ccs190:Fetal distrs:0.234 Diagnosis:9ccs64:Ot hematl dx:0.232 Maternal Diagnosis:9ccs61:Sickle cell:0.218 Maternal Diagnosis:9ccs172:Ovarian cyst:0.146 Maternal Diagnosis:9ccs46:Bnign ut neo:0.113 Diagnosis:9ccs259:Unclassified:0.111 Newborn Diagnosis:9ccs256:Exam/eval:0.082 Maternal Diagnosis:9ccs190:Fetal distrs:0.078 Diagnosis:9ccs51:Ot endo dsor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs51:Ot endo dsor:1.000 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.262 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.260 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.213 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.208 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:-0.205 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.205 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:-0.204 Maternal Diagnosis:9ccs120:Hemmorhoids:0.202 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.192 Maternal Maternal Lab History: INR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 32 | OR_unadj: 0.938 [0.209 4.218] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: INR-postPregnancy:1.000 Maternal Maternal Lab History: PT-postPregnancy:0.659 Maternal Maternal Lab History: PO2-postPregnancy:-0.351 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.334 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.321 Maternal Maternal Lab History: AMP/SULBACTAM-postPregnancy:-0.310 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.295 Maternal Maternal Lab History: PREVIOUS PAP RESULT-postPregnancy:0.273 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.269 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.268 * Maternal Maternal Lab History: 2 HOUR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 3.799 [1.064 13.558] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: 2 HOUR-otherPregnancy:1.000 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.603 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.589 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.470 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.417 Maternal Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:-0.340 Maternal Maternal Lab History: TSH-postPregnancy:-0.334 Maternal Maternal Procedure History:99211-otherPregnancy:0.324 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.246 Maternal Maternal Lab History: LH-postPregnancy:-0.228 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.514 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.448 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.402 Diagnosis:9ccs246:FUO:0.366 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:-0.366 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:-0.366 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.342 Maternal Maternal Lab History: ALT-otherPregnancy:0.295 Maternal Maternal Procedure History:36415-postPregnancy:0.218 Diagnosis:9ccs208:Acq foot def | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs208:Acq foot def:1.000 Diagnosis:9ccs252:Fatigue:0.301 Maternal Maternal Procedure History:97035-postPregnancy:0.214 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.214 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.214 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.193 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:-0.175 Maternal Diagnosis:9ccs53:Hyperlipidem:0.171 Maternal Maternal Lab History: FREE T-4-postPregnancy:0.148 Diagnosis:9ccs95:Oth nerv dx:0.129 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 2.527 [0.772 8.269] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.726 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.567 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.531 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.405 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.405 Maternal Maternal Diagnosis:10ccs4:Mycoses-postPregnancy:0.405 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.387 Maternal Vital: SpO2-postPregnancy:-0.373 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.368 Maternal Maternal Lab History: MONOCYTE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.505 Correlated most with: Maternal Maternal Lab History: MONOCYTE-postPregnancy:1.000 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.425 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.421 Maternal Maternal Lab History: METAMYELOCYTE-otherPregnancy:-0.400 Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:-0.355 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.216 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:-0.206 Maternal Maternal Lab History: TRANSFERRIN-postPregnancy:-0.186 Maternal Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.186 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.184 Maternal Maternal Lab History: PTT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 2.065 [0.652 6.536] | indivs AUC:0.491 Correlated most with: Maternal Maternal Lab History: PTT-postPregnancy:1.000 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.319 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.315 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.288 Maternal Maternal Procedure History:97140-postPregnancy:-0.275 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.271 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.265 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.265 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.256 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.254 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 28 | OR_unadj: 3.408 [0.809 14.349] | indivs AUC:0.509 Correlated most with: Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:1.000 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.554 Maternal Maternal Procedure History:90472-postPregnancy:0.349 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.306 Maternal Maternal Lab History: FOLATE-postPregnancy:-0.231 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.218 Maternal Maternal Procedure History:97035-postPregnancy:-0.205 Maternal Maternal Procedure History:97001-postPregnancy:0.204 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.199 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.187 Diagnosis:9ccs75:Hx mental dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs75:Hx mental dx:1.000 Maternal Vital: RR-otherPregnancy:0.305 Maternal Diagnosis:9ccs194:Forceps del:0.287 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.203 Diagnosis:9ccs123:Influenza:0.146 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:-0.117 Maternal Diagnosis:9ccs168:PID:0.116 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.114 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.113 Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.110 Maternal Maternal Lab History: URINE CULTURE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: URINE CULTURE-postPregnancy:1.000 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:0.565 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-otherPregnancy:0.373 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.373 Maternal Maternal Lab History: RDW-otherPregnancy:0.199 Maternal Vital: Ht Percentile-postPregnancy:0.177 Maternal Maternal Lab History: AST-otherPregnancy:0.158 Maternal Vital: Ht Percentile-otherPregnancy:0.155 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.148 Maternal Vital: BMI-postPregnancy:0.142 Diagnosis:9ccs76:Meningitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.938 [0.209 4.218] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs76:Meningitis:1.000 Maternal Maternal Lab History: A/G-otherPregnancy:-0.318 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.242 Maternal Maternal Lab History: A/G-postPregnancy:-0.229 Maternal Maternal Procedure History:97530-postPregnancy:0.219 Lab:323825 STREP SCREEN THROAT - Sunrise:0.208 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.191 Maternal Maternal Lab History: HERPES I IgG-otherPregnancy:0.190 Maternal Maternal Lab History: GLOBULIN-postPregnancy:0.188 Maternal Diagnosis:9ccs217:Ot cong anom:0.187 Maternal Maternal Lab History: PT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.024 [0.226 4.649] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: PT-postPregnancy:1.000 Maternal Maternal Lab History: INR-postPregnancy:0.659 Maternal Maternal Lab History: AMYLASE-postPregnancy:-0.332 Maternal Maternal Lab History: LDH-postPregnancy:-0.207 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.205 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.205 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.198 Maternal Diagnosis:9ccs67:Subst-r mntl:-0.194 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.187 Maternal Maternal Lab History: URIC ACID-postPregnancy:-0.184 Maternal Maternal Lab History: GFR Calculation-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: GFR Calculation-postPregnancy:1.000 Maternal Maternal Lab History: GFR in African American-postPregnancy:1.000 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:-0.394 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.344 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.341 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.292 Maternal Maternal Procedure History:97035-postPregnancy:-0.279 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.279 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.268 Maternal Maternal Lab History: VARICELLA IGM-postPregnancy:-0.266 Maternal Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs163:Other GU dx:1.000 Maternal Diagnosis:9ccs175:Ot femal gen:0.202 Maternal Diagnosis:9ccs194:Forceps del:0.202 Maternal Maternal Lab History: SODIUM-otherPregnancy:-0.115 Maternal Diagnosis:9ccs196:Nml preg/del:-0.109 Newborn Diagnosis:9ccs96:Hrt valve dx:0.104 Diagnosis:9ccs167:Breast dx:0.104 Diagnosis:9ccs140:Gastritis:0.104 Diagnosis:9ccs213:Cardiac anom:0.102 Newborn Diagnosis:9ccs213:Cardiac anom:0.097 Maternal Maternal Lab History: FERRITIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: FERRITIN-postPregnancy:1.000 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.743 Maternal Maternal Lab History: UIBC-postPregnancy:-0.731 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:0.714 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:0.676 Maternal Maternal Lab History: CHr(RETIC HGB CONTENT)-postPregnancy:0.644 Maternal Maternal Lab History: RETICULOCYTES-postPregnancy:0.644 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.335 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.317 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.309 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:1.000 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.855 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.798 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.726 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.644 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.627 Maternal Maternal Diagnosis:10ccs4:Mycoses-postPregnancy:0.627 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.627 Maternal Maternal Lab History: MICRO/CREAT RATIO-postPregnancy:0.627 Maternal Maternal Lab History: MICROALBUMIN-postPregnancy:0.627 Vital: HC Percentile-gain3to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs16:Liver/ibd ca:0.283 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:-0.209 Newborn Diagnosis:9ccs216:Nerv cong an:0.200 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:-0.196 Maternal Maternal Procedure History:97014-postPregnancy:-0.193 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:-0.179 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.156 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.142 Maternal Maternal Procedure History:97110-postPregnancy:-0.133 Maternal Diagnosis:9ccs60:Acut p-h anm:-0.128 Vital: HC Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:-0.292 Maternal Maternal Procedure History:97014-postPregnancy:-0.111 Diagnosis:9ccs138:Esophgeal dx:-0.108 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.106 Diagnosis:9ccs250:Nausea/vomit:-0.100 Diagnosis:9ccs74:Ot mentl cnd:-0.082 Maternal Maternal Procedure History:97110-postPregnancy:-0.076 Diagnosis:9ccs133:Oth low resp:-0.071 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.069 Newborn Diagnosis:9ccs222:Perint jaund:-0.068 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.562 [0.072 4.406] | indivs AUC:0.495 Correlated most with: Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:1.000 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.496 Maternal Maternal Lab History: PATIENT-postPregnancy:-0.480 Maternal Maternal Lab History: APTT-postPregnancy:-0.480 Maternal Maternal Lab History: AMP/SULBACTAM-postPregnancy:0.480 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.421 Maternal Maternal Lab History: INR-postPregnancy:-0.334 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:-0.289 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:-0.221 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.211 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.231 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:-0.198 Diagnosis:9ccs208:Acq foot def:0.193 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.185 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.176 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.176 Maternal Maternal Lab History: HCG-otherPregnancy:-0.173 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.154 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.149 Diagnosis:9ccs140:Gastritis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs140:Gastritis:1.000 Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.256 Lab:294205 TSH REFLEX TO FT4 - LMC:0.228 Maternal Diagnosis:9ccs217:Ot cong anom:0.187 Maternal Diagnosis:9ccs90:Eye infectn:0.151 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.138 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:0.121 Maternal Maternal Lab History: VARICELLA IGM-postPregnancy:0.110 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.108 Maternal Maternal Procedure History:90471-postPregnancy:0.107 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: nan [ nan nan] | indivs AUC:0.507 Correlated most with: Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.790 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.683 Diagnosis:9ccs246:FUO:0.613 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:-0.612 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.580 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.512 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.448 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.370 Maternal Maternal Procedure History:36415-postPregnancy:0.364 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:1.000 Newborn Diagnosis:9ccs5:HIV infectn:0.383 Maternal Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.271 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.250 Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:0.191 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:0.182 Maternal Maternal Lab History: BUN-otherPregnancy:-0.161 Maternal Diagnosis:9ccs5:HIV infectn:0.156 Maternal Maternal Lab History: LDL-otherPregnancy:0.154 Maternal Maternal Procedure History:S9470-postPregnancy:-0.148 Newborn Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.511 Correlated most with: Newborn Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.280 Diagnosis:9ccs118:Phlebitis:0.266 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.266 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.235 Diagnosis:9ccs96:Hrt valve dx:0.220 Maternal Diagnosis:9ccs175:Ot femal gen:0.130 Newborn Diagnosis:9ccs224:Ot perint dx:0.129 Maternal Diagnosis:9ccs172:Ovarian cyst:0.115 Diagnosis:9ccs211:Ot conn tiss:0.111 Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs3:Oth bact inf:1.000 Diagnosis:9ccs120:Hemmorhoids:0.315 Maternal Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:0.138 Maternal Maternal Lab History: eGFR-postPregnancy:-0.109 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:0.107 Maternal Maternal Lab History: RUBELLA-otherPregnancy:0.106 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.097 Number of Visits:0.094 Maternal Maternal Procedure History:99401-otherPregnancy:0.090 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.088 Diagnosis:9ccs72:Anxiety dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs72:Anxiety dx:1.000 Diagnosis:9ccs134:Ot uppr resp:0.085 Diagnosis:9ccs256:Exam/eval:0.085 Diagnosis:9ccs136:Teeth dx:0.084 Diagnosis:9ccs74:Ot mentl cnd:0.079 Diagnosis:9ccs217:Ot cong anom:0.079 Diagnosis:9ccs58:Ot nutrit dx:0.075 Maternal Diagnosis:9ccs190:Fetal distrs:0.045 Diagnosis:9ccs90:Eye infectn:0.044 Number of Visits:0.043 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 5.669 [0.795 40.431] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.440 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.437 Diagnosis:9ccs232:Sprain:0.434 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.392 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.350 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.349 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.345 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.337 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.307 * Maternal Maternal Lab History: TP VOLUME-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 4.562 [1.217 17.105] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: TP VOLUME-postPregnancy:1.000 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.689 Newborn Diagnosis:9ccs176:Contraceptiv:0.429 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.342 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.309 Diagnosis:9ccs188:Pelvic obstr:0.303 Maternal Maternal Lab History: ESTRADIOL-postPregnancy:0.303 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.298 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.278 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.248 Newborn Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs215:gu cong anom:1.000 Diagnosis:9ccs161:Ot dx kidney:0.400 Diagnosis:9ccs215:gu cong anom:0.245 Newborn Diagnosis:9ccs214:GI cong anom:0.234 Maternal Diagnosis:9ccs161:Ot dx kidney:0.164 Maternal Diagnosis:9ccs117:Ot circul dx:0.164 Maternal Diagnosis:9ccs215:gu cong anom:0.164 Diagnosis:9ccs2:Septicemia:0.132 Newborn Diagnosis:9ccs200:Oth skin dx:0.122 Maternal Diagnosis:9ccs46:Bnign ut neo:0.113 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:1.000 Maternal Maternal Procedure History:87880-postPregnancy:0.457 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.448 Maternal Maternal Lab History: PTT-postPregnancy:0.229 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.171 Diagnosis:9ccs123:Influenza:0.162 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.156 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:-0.137 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.122 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.119 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:1.000 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.328 Maternal Maternal Diagnosis:9ccs219:Low birth wt-otherPregnancy:-0.270 Maternal Maternal Lab History: GLUCOSE POCT-otherPregnancy:-0.241 Maternal Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:-0.234 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.225 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.220 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-otherPregnancy:-0.217 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.204 Maternal Maternal Procedure History:93005-otherPregnancy:-0.198 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: nan [ nan nan] | indivs AUC:0.473 Correlated most with: Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.460 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.192 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.160 Maternal Vital: RR-postPregnancy:-0.154 Newborn Diagnosis:9ccs55:Fluid/elc dx:-0.149 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.147 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:-0.129 Maternal Maternal Procedure History:99211-otherPregnancy:-0.121 Maternal Maternal Lab History: A/G-postPregnancy:-0.116 Maternal Maternal Procedure History:S9470-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: nan [ nan nan] | indivs AUC:0.505 Correlated most with: Maternal Maternal Procedure History:S9470-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.393 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.351 Maternal Maternal Procedure History:36415-otherPregnancy:0.211 Maternal Maternal Procedure History:99211-otherPregnancy:0.197 Maternal Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:-0.192 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.187 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.174 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.171 Maternal Vital: BMI-postPregnancy:0.171 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:1.000 Maternal Maternal Lab History: FREE T3-postPregnancy:0.293 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.284 Maternal Maternal Lab History: FREE T3-otherPregnancy:0.267 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.253 Maternal Vital: PEF-postPregnancy:0.239 Maternal Maternal Lab History: HEMOGLOBIN S-otherPregnancy:0.239 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.236 Diagnosis:9ccs175:Ot femal gen:0.205 Maternal Maternal Lab History: A/G-otherPregnancy:0.197 Maternal Diagnosis:9ccs46:Bnign ut neo | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.496 Correlated most with: Maternal Diagnosis:9ccs46:Bnign ut neo:1.000 Diagnosis:9ccs215:gu cong anom:0.171 Maternal Diagnosis:9ccs172:Ovarian cyst:0.155 Maternal Diagnosis:9ccs5:HIV infectn:0.141 Diagnosis:9ccs175:Ot femal gen:0.130 Diagnosis:9ccs61:Sickle cell:0.113 Newborn Diagnosis:9ccs215:gu cong anom:0.113 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.105 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.105 Diagnosis:9ccs208:Acq foot def:0.102 Diagnosis:9ccs205:Back problem | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs205:Back problem:1.000 Maternal Maternal Lab History: GLUCOSE POCT-otherPregnancy:0.249 Maternal Maternal Procedure History:93005-postPregnancy:0.237 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.223 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.213 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.210 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy:0.205 Maternal Maternal Lab History: TSH-otherPregnancy:0.205 Maternal Maternal Procedure History:93005-otherPregnancy:0.205 Diagnosis:9ccs245:Syncope:0.202 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: nan [ nan nan] | indivs AUC:0.484 Correlated most with: Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:1.000 Diagnosis:9ccs232:Sprain:0.962 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.772 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.725 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.680 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.435 Maternal Maternal Lab History: FREE T3-otherPregnancy:-0.433 Maternal Diagnosis:9ccs98:HTN:0.393 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:0.392 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.320 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:1.000 Maternal Maternal Lab History: T-3(Total)-postPregnancy:0.328 Maternal Maternal Diagnosis:10ccs84:Headache/mig-postPregnancy:0.318 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.305 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:-0.286 Maternal Maternal Lab History: T-3 UPTAKE-postPregnancy:0.269 Maternal Maternal Lab History: T-4-postPregnancy:0.269 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.267 Diagnosis:9ccs204:Ot joint dx:0.241 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.209 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.432 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.308 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:-0.293 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:-0.247 Maternal Diagnosis:9ccs159:UTI:0.242 Maternal Maternal Procedure History:S9470-otherPregnancy:0.194 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.191 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:-0.157 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.148 Diagnosis:9ccs242:Poisn ot med | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs242:Poisn ot med:1.000 Diagnosis:10ccs238:Complic proc:0.377 Diagnosis:9ccs2604:E Codes: Fire/burn:0.377 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.339 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.336 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.329 Diagnosis:9ccs204:Ot joint dx:0.283 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.268 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.268 Maternal Maternal Lab History: MICRO/CREAT RATIO-postPregnancy:0.268 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.507 Correlated most with: Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.818 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.663 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:-0.639 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.635 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.440 Maternal Vital: SpO2-otherPregnancy:0.417 Maternal Maternal Lab History: INR-otherPregnancy:0.412 Maternal Maternal Lab History: LDH-postPregnancy:0.403 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.367 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.510 Correlated most with: Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.610 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.606 Maternal Maternal Lab History: LIPASE-otherPregnancy:0.566 Maternal Maternal Lab History: PO2-postPregnancy:0.470 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.450 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.438 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.397 Maternal Maternal Lab History: PREVIOUS PAP RESULT-postPregnancy:-0.365 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.308 Maternal Maternal Lab History: COLONY COUNT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Maternal Maternal Lab History: COLONY COUNT-postPregnancy:1.000 Maternal Maternal Lab History: AMP/SULBACTAM-postPregnancy:0.660 Diagnosis:9ccs117:Ot circul dx:0.312 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.224 Maternal Maternal Lab History: POTASSIUM-postPregnancy:0.122 Maternal Maternal Lab History: LACTIC ACID-postPregnancy:0.115 Maternal Vital: Ht Percentile-otherPregnancy:-0.107 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.099 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.093 Maternal Maternal Lab History: BUN-postPregnancy:-0.092 Vital: HC Percentile-gain5to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.514 Correlated most with: Diagnosis:9ccs16:Liver/ibd ca:-0.226 Diagnosis:9ccs87:Retinal dx:-0.187 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.167 Newborn Diagnosis:9ccs216:Nerv cong an:-0.160 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.156 Maternal Maternal Procedure History:97014-postPregnancy:0.154 Diagnosis:9ccs3:Oth bact inf:0.124 Diagnosis:9ccs163:Other GU dx:0.114 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:-0.113 Maternal Maternal Procedure History:97110-postPregnancy:0.106 Maternal Diagnosis:9ccs194:Forceps del | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs194:Forceps del:1.000 Maternal Maternal Lab History: GLUCOSE POCT-otherPregnancy:0.431 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.368 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.362 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy:0.354 Maternal Maternal Procedure History:93005-otherPregnancy:0.354 Diagnosis:9ccs75:Hx mental dx:0.287 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.252 Maternal Diagnosis:9ccs163:Other GU dx:0.202 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.174 Vital: HC Percentile-avg7to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs87:Retinal dx:-0.821 Diagnosis:9ccs2604:E Codes: Fire/burn:0.425 Diagnosis:10ccs238:Complic proc:0.425 Diagnosis:9ccs238:Complic proc:-0.367 Diagnosis:9ccs204:Ot joint dx:0.161 Diagnosis:9ccs242:Poisn ot med:0.161 Maternal Diagnosis:9ccs49:DiabMel no c:-0.146 Diagnosis:9ccs95:Oth nerv dx:-0.128 Diagnosis:9ccs143:Abdom hernia:-0.119 Diagnosis:9ccs251:Abdomnl pain:0.118 Maternal Maternal Lab History: TOXOPLASMA IGG-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: TOXOPLASMA IGG-postPregnancy:1.000 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.305 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.305 Maternal Diagnosis:9ccs61:Sickle cell:0.273 Maternal Vital: RR-postPregnancy:0.145 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:0.112 Maternal Vital: Ht Percentile-postPregnancy:-0.111 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:0.108 Maternal Vital: Wt Percentile-postPregnancy:-0.105 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.103 Diagnosis:9ccs190:Fetal distrs | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs190:Fetal distrs:1.000 Diagnosis:9ccs64:Ot hematl dx:0.248 Diagnosis:9ccs61:Sickle cell:0.234 Diagnosis:9ccs91:Other eye dx:0.052 Diagnosis:9ccs239:Superfic inj:0.049 Diagnosis:9ccs151:Oth liver dx:0.046 Diagnosis:9ccs222:Perint jaund:0.045 Maternal Diagnosis:9ccs195:Ot compl bir:0.040 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.036 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.036 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.485 Correlated most with: Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.644 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.605 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.531 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.518 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.489 Maternal Maternal Diagnosis:10ccs4:Mycoses-postPregnancy:0.489 Maternal Vital: SpO2-postPregnancy:-0.402 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.401 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.372 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:1.000 Maternal Maternal Lab History: T-4-postPregnancy:0.624 Maternal Maternal Lab History: T-3 UPTAKE-postPregnancy:0.624 Maternal Vital: Wt Change-otherPregnancy:0.335 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.215 Maternal Maternal Lab History: FREE T3-postPregnancy:-0.160 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.144 Maternal Vital: PL-postPregnancy:-0.134 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.133 Newborn Diagnosis:9ccs217:Ot cong anom:0.124 Vital: BP-avg19to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs134:Ot uppr resp:0.623 Diagnosis:9ccs233:Intracrn inj:-0.303 Maternal Diagnosis:9ccs53:Hyperlipidem:0.130 Diagnosis:9ccs2:Septicemia:-0.124 Maternal Diagnosis:9ccs62:Coag/hemr dx:-0.124 Diagnosis:9ccs159:UTI:0.085 Diagnosis:9ccs58:Ot nutrit dx:0.083 Diagnosis:9ccs224:Ot perint dx:-0.082 Diagnosis:9ccs83:Epilepsy/cnv:-0.074 Diagnosis:9ccs208:Acq foot def:0.068 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.408 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.334 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.189 Maternal Maternal Lab History: TSH-otherPregnancy:-0.186 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.184 Maternal Maternal Procedure History:36415-postPregnancy:0.154 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.134 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:0.125 Maternal Maternal Procedure History:36415-otherPregnancy:0.120 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.227 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:-0.224 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:-0.214 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.214 Maternal Maternal Procedure History:J1055-postPregnancy:-0.212 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.193 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.193 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.191 Maternal Vital: RR-postPregnancy:0.191 Maternal Maternal Lab History: LDH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 2.838 [0.705 11.421] | indivs AUC:0.491 Correlated most with: Maternal Maternal Lab History: LDH-otherPregnancy:1.000 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.528 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.220 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.218 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.214 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.191 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.189 Newborn Diagnosis:9ccs5:HIV infectn:-0.173 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.162 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.160 Maternal Maternal Procedure History:90658-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.507 Correlated most with: Maternal Maternal Procedure History:90658-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.608 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.594 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.544 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.531 Maternal Maternal Lab History: eGFR-otherPregnancy:-0.487 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.460 Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:0.460 Maternal Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:0.460 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.460 Maternal Maternal Lab History: eGFR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: eGFR-postPregnancy:1.000 Maternal Maternal Lab History: eGFR-otherPregnancy:0.631 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:-0.273 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:-0.267 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:-0.239 Maternal Maternal Procedure History:90658-postPregnancy:-0.232 Maternal Maternal Lab History: MUMPS IGG-postPregnancy:-0.229 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:-0.207 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:-0.207 Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:-0.207 Maternal Maternal Lab History: HERPES II IgG-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: HERPES II IgG-postPregnancy:1.000 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:0.781 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.743 Maternal Maternal Lab History: UIBC-postPregnancy:-0.663 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:0.659 Maternal Maternal Lab History: CHr(RETIC HGB CONTENT)-postPregnancy:0.643 Maternal Maternal Lab History: RETICULOCYTES-postPregnancy:0.643 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.353 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.344 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:-0.267 Maternal Maternal Lab History: GAMMA GT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: GAMMA GT-otherPregnancy:1.000 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.586 Maternal Maternal Lab History: LDH-otherPregnancy:0.528 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.516 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.423 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.333 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.238 Maternal Maternal Lab History: LH-postPregnancy:0.224 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.220 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.207 Maternal Diagnosis:9ccs84:Headache/mig | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.496 Correlated most with: Maternal Diagnosis:9ccs84:Headache/mig:1.000 Maternal Diagnosis:9ccs89:Blindness:0.383 Lab:294495 LEAD, BLOOD - LMC:0.289 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:0.236 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.190 Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:0.164 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.137 Maternal Diagnosis:9ccs238:Complic proc:0.132 Maternal Vital: BMI Percentile-postPregnancy:-0.097 Maternal Diagnosis:9ccs196:Nml preg/del:-0.087 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: nan [ nan nan] | indivs AUC:0.505 Correlated most with: Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.360 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.339 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.291 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.252 Maternal Maternal Lab History: APTT-postPregnancy:0.244 Maternal Maternal Lab History: AMP/SULBACTAM-postPregnancy:-0.244 Maternal Maternal Lab History: PATIENT-postPregnancy:0.244 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.221 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.221 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.731 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:-0.324 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.314 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.307 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.291 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.277 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.250 Maternal Maternal Lab History: BUN-postPregnancy:0.236 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.205 Maternal Maternal Procedure History:90470-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.505 Correlated most with: Maternal Maternal Procedure History:90470-postPregnancy:1.000 Maternal Maternal Procedure History:90663-postPregnancy:0.992 Maternal Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.782 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.502 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.361 Maternal Maternal Lab History: ALT-postPregnancy:0.346 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.294 Maternal Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.272 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.262 Maternal Maternal Lab History: AMYLASE-postPregnancy:0.251 Maternal Maternal Lab History: GFR in African American-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.562 [0.072 4.406] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: GFR in African American-postPregnancy:1.000 Maternal Maternal Lab History: GFR Calculation-postPregnancy:1.000 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:-0.396 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.345 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.338 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.290 Maternal Maternal Procedure History:97035-postPregnancy:-0.276 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.276 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.268 Maternal Maternal Lab History: VARICELLA IGM-postPregnancy:-0.267 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:1.000 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:-0.408 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.408 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.358 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.307 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.280 Maternal Maternal Procedure History:81025-otherPregnancy:0.236 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.202 Newborn Diagnosis:9ccs253:Allergy:0.183 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.169 Vital: Wt for Len Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.489 Correlated most with: Maternal Vital: Temp-postPregnancy:-0.100 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.078 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.071 Newborn Diagnosis:9ccs221:Resp distres:0.068 Maternal Diagnosis:9ccs60:Acut p-h anm:-0.064 Newborn Diagnosis:9ccs253:Allergy:0.060 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.058 Diagnosis:9ccs256:Exam/eval:-0.058 Diagnosis:9ccs258:Other screen:-0.057 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.052 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.374 Maternal Maternal Procedure History:90663-postPregnancy:0.361 Maternal Maternal Procedure History:90470-postPregnancy:0.361 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.314 Maternal Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.311 Maternal Vital: SpO2-otherPregnancy:-0.302 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:0.293 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:0.293 Maternal Maternal Diagnosis:10ccs172:Ovarian cyst-postPregnancy:0.254 Maternal Maternal Lab History: FREE T-4-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 5.669 [0.795 40.431] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: FREE T-4-otherPregnancy:1.000 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.725 Diagnosis:9ccs232:Sprain:-0.661 Maternal Maternal Lab History: FREE T3-otherPregnancy:0.616 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.531 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.468 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.372 Maternal Maternal Lab History: FREE T3-postPregnancy:0.327 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.324 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.313 Maternal Diagnosis:9ccs175:Ot femal gen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs175:Ot femal gen:1.000 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.248 Maternal Diagnosis:9ccs163:Other GU dx:0.202 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.202 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.173 Maternal Maternal Lab History: SODIUM-otherPregnancy:-0.141 Newborn Diagnosis:9ccs96:Hrt valve dx:0.130 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.127 Diagnosis:9ccs55:Fluid/elc dx:0.125 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.105 Diagnosis:9ccs2:Septicemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2:Septicemia:1.000 Maternal Diagnosis:9ccs44:Neoplsm unsp:0.408 Diagnosis:9ccs233:Intracrn inj:0.408 Newborn Diagnosis:9ccs216:Nerv cong an:0.287 Maternal Maternal Procedure History:58300-postPregnancy:0.191 Maternal Maternal Lab History: FASTING-postPregnancy:-0.169 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.164 Newborn Diagnosis:9ccs215:gu cong anom:0.132 Maternal Maternal Lab History: AFP-postPregnancy:0.126 Maternal Maternal Diagnosis:9ccs63:Wht blood dx-postPregnancy:-0.118 Diagnosis:9ccs238:Complic proc | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs238:Complic proc:1.000 Diagnosis:9ccs87:Retinal dx:0.447 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.447 Newborn Diagnosis:9ccs59:Anemia:0.447 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.415 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.406 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:-0.317 Lab:296169 RETICULOCYTE COUNT- LMC:-0.317 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.271 Maternal Diagnosis:9ccs9:Sexual Infxs:0.257 Diagnosis:9ccs204:Ot joint dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs204:Ot joint dx:1.000 Diagnosis:10ccs238:Complic proc:0.377 Diagnosis:9ccs2604:E Codes: Fire/burn:0.377 Maternal Diagnosis:9ccs4:Mycoses:0.377 Maternal Diagnosis:9ccs56:Cystic fibro:0.377 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.319 Diagnosis:9ccs242:Poisn ot med:0.283 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.241 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.213 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.200 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.604 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.580 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.514 Diagnosis:9ccs246:FUO:0.468 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:-0.468 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:-0.468 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.342 Maternal Maternal Procedure History:36415-postPregnancy:0.283 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.264 Diagnosis:9ccs141:Ot dx stomch | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:1.000 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.205 Maternal Diagnosis:9ccs95:Oth nerv dx:0.180 Maternal Diagnosis:9ccs117:Ot circul dx:0.155 Maternal Diagnosis:9ccs215:gu cong anom:0.155 Diagnosis:9ccs250:Nausea/vomit:0.120 Newborn Diagnosis:9ccs215:gu cong anom:0.100 Diagnosis:9ccs240:Burns:0.085 Maternal Diagnosis:9ccs48:Thyroid dsor:0.082 Diagnosis:9ccs215:gu cong anom:0.072 * Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 5.688 [1.142 28.338] | indivs AUC:0.509 Correlated most with: Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:1.000 Diagnosis:9ccs129:Asp pneumon:-0.424 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:-0.393 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.385 Diagnosis:9ccs232:Sprain:0.333 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.321 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.320 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.300 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:0.292 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.289 Diagnosis:9ccs44:Neoplsm unsp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs44:Neoplsm unsp:1.000 Maternal Diagnosis:9ccs92:Otitis media:0.500 Diagnosis:9ccs8:Oth infectns:0.175 Diagnosis:9ccs205:Back problem:0.141 Maternal Diagnosis:9ccs7:Viral infect:0.130 Diagnosis:9ccs89:Blindness:0.081 Diagnosis:9ccs47:Ot bnign neo:0.076 Diagnosis:9ccs217:Ot cong anom:0.071 Diagnosis:9ccs224:Ot perint dx:0.058 Diagnosis:9ccs257:Ot aftercare:0.056 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:1.000 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.878 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.305 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:0.281 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:-0.275 Maternal Maternal Lab History: TP PERIOD-postPregnancy:0.222 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.193 Maternal Maternal Lab History: RUBELLA-postPregnancy:0.156 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.156 Maternal Maternal Lab History: PTT-postPregnancy:0.143 Maternal Maternal Lab History: GLUCOSE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: GLUCOSE-otherPregnancy:1.000 Newborn Diagnosis:9ccs5:HIV infectn:-0.318 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:-0.295 Maternal Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.225 Maternal Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:0.217 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.210 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.210 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.203 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.197 Maternal Maternal Lab History: HERPES I IgG-otherPregnancy:-0.180 Vital: HC Percentile-gain7to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs2604:E Codes: Fire/burn:-0.391 Diagnosis:10ccs238:Complic proc:-0.391 Diagnosis:9ccs16:Liver/ibd ca:0.236 Diagnosis:9ccs87:Retinal dx:0.213 Newborn Diagnosis:9ccs216:Nerv cong an:0.167 Diagnosis:9ccs204:Ot joint dx:-0.148 Diagnosis:9ccs242:Poisn ot med:-0.148 Diagnosis:9ccs3:Oth bact inf:-0.121 Diagnosis:9ccs251:Abdomnl pain:-0.109 Newborn Diagnosis:9ccs95:Oth nerv dx:0.106 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:-0.517 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.516 Diagnosis:9ccs145:Int obstruct:-0.457 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:-0.423 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.414 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.335 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.298 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.276 Maternal Maternal Procedure History:90470-postPregnancy:0.262 Maternal Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 3.777 [0.628 22.717] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs138:Esophgeal dx:1.000 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.315 Diagnosis:9ccs168:PID:0.155 Diagnosis:9ccs63:Wht blood dx:0.155 Maternal Diagnosis:9ccs196:Nml preg/del:-0.120 Maternal Diagnosis:9ccs106:Dysrhythmia:0.088 Maternal Diagnosis:9ccs60:Acut p-h anm:0.084 Maternal Diagnosis:9ccs259:Unclassified:0.075 Maternal Diagnosis:9ccs128:Asthma:0.063 Maternal Diagnosis:9ccs181:Ot preg comp:0.062 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.489 Correlated most with: Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:1.000 Maternal Maternal Procedure History:93005-postPregnancy:0.528 Diagnosis:9ccs245:Syncope:0.458 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.419 Maternal Diagnosis:9ccs69:Affective dx:0.290 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:-0.236 Newborn Diagnosis:9ccs253:Allergy:0.205 Diagnosis:9ccs205:Back problem:0.187 Maternal Maternal Procedure History:97140-postPregnancy:-0.169 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.160 Maternal Maternal Lab History: HERPES I IgG-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.491 Correlated most with: Maternal Maternal Lab History: HERPES I IgG-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs180:Ectopic preg-postPregnancy:0.549 Maternal Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:0.476 Maternal Maternal Lab History: HERPES 1/2 IGM-postPregnancy:-0.404 Maternal Maternal Lab History: HERPES I IgG-otherPregnancy:-0.375 Maternal Maternal Procedure History:36415-postPregnancy:0.247 Maternal Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.183 Maternal Maternal Lab History: CMV AB (IGG)-postPregnancy:0.183 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.151 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:0.147 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:1.000 Diagnosis:9ccs252:Fatigue:0.289 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.284 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.284 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.261 Lab:323825 STREP SCREEN THROAT - Sunrise:0.224 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.223 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.210 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.210 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.208 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.637 Maternal Maternal Diagnosis:9ccs123:Influenza-postPregnancy:0.539 Maternal Maternal Procedure History:87880-postPregnancy:0.517 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.440 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.418 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.390 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.244 Maternal Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.234 Maternal Maternal Lab History: AMYLASE-postPregnancy:0.211 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.820 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.559 Maternal Maternal Lab History: IRON-postPregnancy:0.487 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.478 Maternal Maternal Lab History: BUN-postPregnancy:0.234 Maternal Maternal Lab History: FOLATE-postPregnancy:0.213 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.211 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.200 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:-0.196 Maternal Maternal Procedure History:90772-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Procedure History:90772-postPregnancy:1.000 Maternal Maternal Procedure History:J1055-postPregnancy:0.767 Maternal Maternal Procedure History:90746-postPregnancy:-0.451 Maternal Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:-0.348 Maternal Maternal Procedure History:81025-postPregnancy:0.339 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.253 Maternal Maternal Lab History: PH-postPregnancy:-0.174 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.156 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:-0.156 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.148 Maternal Maternal Procedure History:97110-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Procedure History:97110-postPregnancy:1.000 Maternal Maternal Procedure History:97032-postPregnancy:0.647 Maternal Maternal Procedure History:97010-postPregnancy:0.593 Maternal Maternal Procedure History:97014-postPregnancy:0.536 Maternal Maternal Procedure History:97530-postPregnancy:-0.411 Maternal Maternal Procedure History:97140-postPregnancy:0.369 Maternal Maternal Diagnosis:9ccs63:Wht blood dx-postPregnancy:-0.354 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.347 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.320 Maternal Maternal Procedure History:97112-postPregnancy:0.302 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.491 Correlated most with: Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:1.000 Maternal Maternal Lab History: TP PERIOD-postPregnancy:0.953 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.456 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.417 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.281 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.248 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:0.242 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.233 Diagnosis:9ccs243:Poisn nonmed:0.205 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.183 Maternal Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs161:Ot dx kidney:1.000 Maternal Diagnosis:9ccs160:Urin stone:0.500 Maternal Diagnosis:9ccs215:gu cong anom:0.248 Newborn Diagnosis:9ccs215:gu cong anom:0.164 Maternal Diagnosis:9ccs7:Viral infect:0.130 Diagnosis:9ccs161:Ot dx kidney:0.117 Diagnosis:9ccs223:Birth trauma:0.107 Diagnosis:9ccs234:Crush injury:0.095 Diagnosis:9ccs8:Oth infectns:0.084 Diagnosis:9ccs124:Tonsillitis:0.084 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.509 Correlated most with: Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:1.000 Diagnosis:9ccs145:Int obstruct:0.538 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.503 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.491 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.491 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.439 Maternal Maternal Lab History: eGFR-otherPregnancy:-0.403 Maternal Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:0.380 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.380 Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:0.380 * Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 40.510 [4.962 330.693] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:1.000 Newborn Diagnosis:9ccs176:Contraceptiv:-0.396 Diagnosis:9ccs188:Pelvic obstr:-0.280 Maternal Maternal Lab History: ESTRADIOL-postPregnancy:-0.280 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.263 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:-0.248 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.230 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:-0.224 Maternal Maternal Lab History: TP PERIOD-postPregnancy:-0.224 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.203 Diagnosis:9ccs142:Appendicitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs142:Appendicitis:1.000 Diagnosis:9ccs143:Abdom hernia:0.141 Newborn Diagnosis:9ccs217:Ot cong anom:0.137 Diagnosis:9ccs217:Ot cong anom:0.079 Maternal Diagnosis:9ccs176:Contraceptiv:0.074 Maternal Diagnosis:9ccs189:Prev c-sectn:0.055 Diagnosis:9ccs10:Immuniz/scrn:-0.053 Diagnosis:9ccs135:Intest infct:0.044 Diagnosis:9ccs125:Bronchitis:0.044 Diagnosis:9ccs90:Eye infectn:0.044 Maternal Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.509 Correlated most with: Maternal Diagnosis:9ccs91:Other eye dx:1.000 Maternal Diagnosis:9ccs196:Nml preg/del:-0.494 Maternal Diagnosis:9ccs90:Eye infectn:0.257 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.113 Diagnosis:9ccs83:Epilepsy/cnv:0.104 Maternal Maternal Lab History: BUN-postPregnancy:-0.102 Maternal Vital: Temp-otherPregnancy:0.101 Maternal Maternal Procedure History:90471-otherPregnancy:0.098 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:-0.097 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.089 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.491 Correlated most with: Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:1.000 Maternal Maternal Lab History: PO2-postPregnancy:-0.391 Maternal Maternal Lab History: PREVIOUS PAP RESULT-postPregnancy:0.303 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:-0.275 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.247 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.246 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.240 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.229 Maternal Diagnosis:9ccs117:Ot circul dx:-0.215 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.200 Vital: HC Percentile-gain10to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.516 Correlated most with: Diagnosis:9ccs2604:E Codes: Fire/burn:0.351 Diagnosis:10ccs238:Complic proc:0.351 Diagnosis:9ccs87:Retinal dx:-0.202 Diagnosis:9ccs204:Ot joint dx:0.133 Diagnosis:9ccs242:Poisn ot med:0.133 Maternal Maternal Procedure History:86703-postPregnancy:0.114 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.100 Diagnosis:9ccs251:Abdomnl pain:0.098 Diagnosis:9ccs167:Breast dx:0.094 Diagnosis:9ccs238:Complic proc:-0.090 Maternal Maternal Lab History: URIC ACID-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: URIC ACID-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.438 Maternal Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:0.384 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:0.366 Maternal Maternal Procedure History:97035-postPregnancy:-0.293 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.293 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.293 Maternal Maternal Procedure History:97140-postPregnancy:0.273 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.261 Maternal Maternal Procedure History:97010-postPregnancy:0.237 Maternal Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs89:Blindness:1.000 Maternal Diagnosis:9ccs84:Headache/mig:0.383 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.332 Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:0.287 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.234 Maternal Diagnosis:9ccs238:Complic proc:0.234 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.233 Maternal Diagnosis:9ccs149:Biliary dx:0.180 Maternal Diagnosis:9ccs7:Viral infect:0.151 Diagnosis:9ccs215:gu cong anom:0.141 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:1.000 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.685 Maternal Maternal Lab History: A/G-otherPregnancy:-0.595 Maternal Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:0.341 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.248 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.246 Maternal Maternal Procedure History:S9470-otherPregnancy:0.239 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.235 Maternal Maternal Procedure History:86703-otherPregnancy:0.224 Maternal Maternal Procedure History:86703-postPregnancy:0.221 Lab:294495 LEAD, BLOOD - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:294495 LEAD, BLOOD - LMC:1.000 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.356 Maternal Diagnosis:9ccs84:Headache/mig:0.289 Maternal Vital: BMI Percentile-postPregnancy:-0.251 Maternal Diagnosis:9ccs255:Social admin:-0.204 Maternal Vital: Ht Percentile-postPregnancy:0.181 Maternal Vital: Wt Percentile-postPregnancy:-0.181 Lab:294203 BILIRUBIN TOTAL - LMC:-0.100 Diagnosis:9ccs243:Poisn nonmed:-0.092 Maternal Diagnosis:9ccs187:Malposition:0.088 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.840 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:-0.641 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.547 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:-0.414 Diagnosis:9ccs238:Complic proc:0.406 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:-0.385 Maternal Maternal Procedure History:93005-postPregnancy:-0.370 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:-0.370 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:-0.370 Maternal Diagnosis:9ccs5:HIV infectn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.509 Correlated most with: Maternal Diagnosis:9ccs5:HIV infectn:1.000 Diagnosis:9ccs5:HIV infectn:0.408 Newborn Diagnosis:9ccs5:HIV infectn:0.408 Maternal Maternal Lab History: TRANSFERRIN-postPregnancy:0.289 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.287 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:0.194 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.157 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.156 Maternal Maternal Lab History: IRON-postPregnancy:-0.143 Maternal Diagnosis:9ccs46:Bnign ut neo:0.141 Vital: Wt for Len Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.507 Correlated most with: Lab:297262 HEMOGLOBIN (HEMOCUE):0.133 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.109 Newborn Diagnosis:9ccs221:Resp distres:0.095 Newborn Diagnosis:9ccs253:Allergy:0.085 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.082 Diagnosis:9ccs239:Superfic inj:-0.068 Diagnosis:9ccs215:gu cong anom:0.067 Diagnosis:9ccs197:Skin infectn:-0.065 Maternal Diagnosis:9ccs106:Dysrhythmia:0.056 Diagnosis:9ccs90:Eye infectn:0.046 Lab:294205 TSH REFLEX TO FT4 - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:1.000 Lab:294147 FREE T4 - LMC:0.502 Diagnosis:9ccs140:Gastritis:0.228 Maternal Vital: PEF-postPregnancy:0.214 Maternal Maternal Procedure History:90746-postPregnancy:-0.196 Diagnosis:9ccs48:Thyroid dsor:-0.167 Maternal Maternal Procedure History:86580-postPregnancy:-0.160 Maternal Diagnosis:9ccs61:Sickle cell:-0.101 Diagnosis:9ccs94:Other ear dx:0.076 Diagnosis:9ccs91:Other eye dx:0.075 Lab:323825 STREP SCREEN THROAT - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:1.000 Maternal Maternal Lab History: HERPES I IgG-otherPregnancy:0.548 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.487 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.424 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.423 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.230 Maternal Maternal Lab History: HCG-otherPregnancy:-0.224 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.224 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:0.215 Diagnosis:9ccs76:Meningitis:0.208 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:1.000 Maternal Maternal Lab History: IRON-postPregnancy:-0.279 Maternal Diagnosis:9ccs128:Asthma:0.153 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.148 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.147 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:-0.147 Maternal Maternal Lab History: FERRITIN-postPregnancy:-0.140 Maternal Maternal Lab History: RBC-postPregnancy:-0.136 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:-0.124 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.120 Maternal Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs0:No DX:1.000 Maternal Diagnosis:9ccs196:Nml preg/del:-0.274 Diagnosis:9ccs2603:E Codes: Fall:0.081 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.074 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.063 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.053 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.046 Diagnosis:9ccs255:Social admin:-0.046 Maternal Maternal Lab History: RDW-postPregnancy:0.042 Diagnosis:9ccs10:Immuniz/scrn:-0.042 Lab:294147 FREE T4 - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500 Correlated most with: Lab:294147 FREE T4 - LMC:1.000 Lab:294205 TSH REFLEX TO FT4 - LMC:0.502 Diagnosis:9ccs48:Thyroid dsor:-0.353 Maternal Vital: PEF-postPregnancy:-0.156 Maternal Maternal Procedure History:90746-postPregnancy:0.143 Diagnosis:9ccs204:Ot joint dx:0.126 Diagnosis:9ccs242:Poisn ot med:0.126 Maternal Maternal Procedure History:86580-postPregnancy:0.117 Diagnosis:9ccs55:Fluid/elc dx:0.086 Diagnosis:9ccs259:Unclassified:0.084 Vital: HC Percentile-avg10to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs87:Retinal dx:-0.681 Diagnosis:9ccs238:Complic proc:-0.305 Maternal Diagnosis:9ccs49:DiabMel no c:-0.122 Diagnosis:9ccs95:Oth nerv dx:-0.106 Newborn Diagnosis:9ccs96:Hrt valve dx:0.096 Newborn Diagnosis:9ccs94:Other ear dx:0.093 Diagnosis:9ccs138:Esophgeal dx:-0.093 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.075 Newborn Diagnosis:9ccs219:Low birth wt:-0.070 Diagnosis:9ccs140:Gastritis:0.069 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:1.000 Maternal Maternal Lab History: RET %-postPregnancy:-0.321 Maternal Maternal Lab History: IRON-postPregnancy:-0.302 Maternal Maternal Lab History: RET ABS-postPregnancy:-0.278 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:-0.247 Maternal Maternal Lab History: BUN-postPregnancy:0.239 Maternal Maternal Lab History: ANION GAP-postPregnancy:-0.193 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.182 Maternal Maternal Lab History: FERRITIN-postPregnancy:-0.153 Maternal Maternal Lab History: INR-postPregnancy:0.136 Maternal Maternal Lab History: GLOBULIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: GLOBULIN-otherPregnancy:1.000 Maternal Maternal Lab History: A/G-otherPregnancy:-0.727 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.685 Maternal Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:0.356 Maternal Maternal Lab History: GLOBULIN-postPregnancy:0.326 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.295 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.275 Maternal Maternal Procedure History:86703-postPregnancy:0.270 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.264 Maternal Maternal Lab History: FASTING-otherPregnancy:0.261 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.605 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.468 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.467 Maternal Maternal Lab History: BUN-otherPregnancy:0.334 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:-0.299 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.255 Maternal Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:-0.235 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.230 Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.204 Maternal Maternal Procedure History:97001-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:97001-postPregnancy:1.000 Maternal Maternal Procedure History:97035-postPregnancy:-0.559 Maternal Maternal Lab History: FOLATE-postPregnancy:-0.504 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.426 Maternal Maternal Procedure History:97530-postPregnancy:0.323 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.259 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:-0.247 Maternal Maternal Procedure History:97140-postPregnancy:-0.240 Maternal Maternal Lab History: IRON-postPregnancy:0.239 Maternal Maternal Procedure History:90656-postPregnancy:0.233 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.376 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.269 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.266 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.266 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.266 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.266 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.266 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:-0.244 Maternal Maternal Lab History: RET ABS-postPregnancy:-0.241 Maternal Maternal Lab History: A/G-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: A/G-otherPregnancy:1.000 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.727 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.595 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.397 Maternal Maternal Lab History: URIC ACID-otherPregnancy:-0.330 Maternal Maternal Lab History: A/G-postPregnancy:0.324 Diagnosis:9ccs76:Meningitis:-0.318 Maternal Maternal Procedure History:86703-postPregnancy:-0.305 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.300 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.279 Maternal Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:0.423 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.315 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:-0.206 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:-0.203 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.202 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:-0.193 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.182 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:-0.173 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.162 Maternal Maternal Procedure History:99211-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.509 Correlated most with: Maternal Maternal Procedure History:99211-otherPregnancy:1.000 Maternal Maternal Lab History: TSH-postPregnancy:-0.577 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.514 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.414 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.391 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.356 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.344 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.324 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.223 Maternal Maternal Procedure History:S9470-postPregnancy:0.197 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.511 Correlated most with: Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.621 Maternal Maternal Procedure History:J7300-postPregnancy:0.153 Maternal Maternal Lab History: AFP-otherPregnancy:-0.152 Newborn Diagnosis:9ccs5:HIV infectn:-0.136 Maternal Maternal Procedure History:58300-postPregnancy:0.133 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.127 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:-0.126 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.124 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.123 Maternal Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs117:Ot circul dx:1.000 Maternal Maternal Lab History: PO2-postPregnancy:0.456 Maternal Maternal Lab History: PREVIOUS PAP RESULT-postPregnancy:-0.354 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.299 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.293 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.281 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.263 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.258 Maternal Diagnosis:9ccs215:gu cong anom:0.248 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.222 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.333 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.238 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.236 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.235 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.233 Maternal Vital: PL-postPregnancy:-0.169 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:-0.158 Maternal Maternal Lab History: APF MoM-postPregnancy:-0.141 Maternal Maternal Procedure History:99401-postPregnancy:0.138 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.364 Maternal Diagnosis:9ccs217:Ot cong anom:0.282 Maternal Maternal Lab History: SEX HORMONE BINDING GLOBULIN-postPregnancy:-0.282 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.282 Maternal Maternal Lab History: Varicella IgG-postPregnancy:0.277 Maternal Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.268 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:-0.235 Maternal Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.230 Maternal Maternal Lab History: FOLATE-postPregnancy:0.221 Maternal Diagnosis:9ccs160:Urin stone | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs160:Urin stone:1.000 Maternal Diagnosis:9ccs215:gu cong anom:0.500 Maternal Diagnosis:9ccs161:Ot dx kidney:0.500 Maternal Diagnosis:9ccs7:Viral infect:0.266 Diagnosis:9ccs159:UTI:0.103 Diagnosis:9ccs259:Unclassified:0.091 Newborn Diagnosis:9ccs222:Perint jaund:0.073 Diagnosis:9ccs90:Eye infectn:0.044 Diagnosis:9ccs200:Oth skin dx:0.040 Maternal Diagnosis:9ccs181:Ot preg comp:0.038 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.663 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.659 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.568 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:-0.519 Maternal Vital: SpO2-otherPregnancy:0.339 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.337 Maternal Maternal Lab History: INR-otherPregnancy:0.335 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.298 Maternal Maternal Lab History: PTT-otherPregnancy:0.282 Newborn Diagnosis:9ccs214:GI cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs214:GI cong anom:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.234 Diagnosis:9ccs161:Ot dx kidney:0.169 Diagnosis:9ccs258:Other screen:0.124 Newborn Diagnosis:9ccs217:Ot cong anom:0.094 Newborn Diagnosis:9ccs94:Other ear dx:-0.090 Lab:295669 BILIRUBIN DIRECT - LMC:0.089 Maternal Maternal Lab History: MPV-postPregnancy:0.078 Diagnosis:9ccs127:COPD:0.075 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.070 Maternal Maternal Diagnosis:10ccs172:Ovarian cyst-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:10ccs172:Ovarian cyst-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs123:Influenza-postPregnancy:0.500 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.433 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.254 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.250 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.203 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.202 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.199 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.194 Maternal Maternal Lab History: MONOS-otherPregnancy:-0.170 Maternal Diagnosis:9ccs90:Eye infectn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs90:Eye infectn:1.000 Maternal Diagnosis:9ccs91:Other eye dx:0.257 Diagnosis:9ccs140:Gastritis:0.151 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.064 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.064 Diagnosis:9ccs137:Mouth dx:0.064 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.063 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.062 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:0.062 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:-0.058 Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:1.000 Maternal Diagnosis:9ccs250:Nausea/vomit:0.354 Maternal Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:0.354 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy:-0.354 Maternal Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:0.250 Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:-0.211 Maternal Maternal Diagnosis:9ccs180:Ectopic preg-postPregnancy:0.204 Maternal Maternal Lab History: GLUCOSE POCT-otherPregnancy:-0.188 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.144 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:-0.131 Maternal Maternal Lab History: Varicella IgG-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: Varicella IgG-postPregnancy:1.000 Maternal Maternal Lab History: SEX HORMONE BINDING GLOBULIN-postPregnancy:-0.491 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.491 Maternal Maternal Lab History: VARICELLA IGM-postPregnancy:-0.479 Maternal Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.466 Maternal Maternal Lab History: FOLATE-postPregnancy:0.385 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.294 Newborn Diagnosis:9ccs221:Resp distres:-0.285 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.277 Maternal Maternal Lab History: RUBELLA-postPregnancy:-0.216 Maternal Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs143:Abdom hernia:1.000 Maternal Diagnosis:9ccs121:Oth vein dx:0.500 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.287 Maternal Diagnosis:9ccs238:Complic proc:0.202 Diagnosis:9ccs240:Burns:0.141 Diagnosis:9ccs153:GI hemorrhag:0.117 Maternal Diagnosis:9ccs176:Contraceptiv:0.107 Maternal Diagnosis:9ccs259:Unclassified:0.086 Diagnosis:9ccs124:Tonsillitis:0.084 Diagnosis:9ccs122:Pneumonia:0.080 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:1.000 Diagnosis:9ccs145:Int obstruct:0.913 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:-0.517 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.491 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.456 Maternal Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:-0.333 Diagnosis:9ccs214:GI cong anom:0.264 Maternal Diagnosis:9ccs188:Pelvic obstr:0.165 Maternal Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.149 Maternal Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:0.129 Diagnosis:9ccs245:Syncope | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs245:Syncope:1.000 Maternal Maternal Procedure History:93005-postPregnancy:0.578 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.458 Diagnosis:9ccs83:Epilepsy/cnv:0.341 Maternal Diagnosis:9ccs69:Affective dx:0.315 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.289 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:-0.258 Newborn Diagnosis:9ccs253:Allergy:0.222 Diagnosis:9ccs205:Back problem:0.202 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.160 Maternal Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs215:gu cong anom:1.000 Maternal Diagnosis:9ccs160:Urin stone:0.500 Maternal Diagnosis:9ccs217:Ot cong anom:0.353 Maternal Diagnosis:9ccs117:Ot circul dx:0.248 Maternal Diagnosis:9ccs161:Ot dx kidney:0.248 Newborn Diagnosis:9ccs215:gu cong anom:0.164 Diagnosis:9ccs141:Ot dx stomch:0.155 Diagnosis:9ccs214:GI cong anom:0.141 Maternal Diagnosis:9ccs7:Viral infect:0.130 Diagnosis:9ccs76:Meningitis:0.130 Maternal Diagnosis:9ccs149:Biliary dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.411 [0.298 6.685] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs149:Biliary dx:1.000 Newborn Diagnosis:9ccs176:Contraceptiv:0.315 Maternal Vital: Ht Percentile-otherPregnancy:0.239 Maternal Maternal Lab History: LACTIC ACID-postPregnancy:-0.224 Maternal Maternal Lab History: ESTRADIOL-postPregnancy:0.224 Diagnosis:9ccs188:Pelvic obstr:0.222 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.217 Maternal Diagnosis:9ccs198:Ot infl skin:0.180 Maternal Diagnosis:9ccs89:Blindness:0.180 Maternal Maternal Lab History: AST-postPregnancy:0.159 Maternal Diagnosis:9ccs69:Affective dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs69:Affective dx:1.000 Maternal Maternal Procedure History:93005-postPregnancy:0.366 Diagnosis:9ccs245:Syncope:0.315 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.290 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.183 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:-0.164 Newborn Diagnosis:9ccs253:Allergy:0.138 Diagnosis:9ccs205:Back problem:0.125 Diagnosis:9ccs224:Ot perint dx:0.111 Diagnosis:9ccs83:Epilepsy/cnv:0.104 Maternal Maternal Lab History: AMYLASE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.489 Correlated most with: Maternal Maternal Lab History: AMYLASE-postPregnancy:1.000 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.353 Maternal Maternal Lab History: PT-postPregnancy:-0.332 Maternal Maternal Lab History: INR-postPregnancy:-0.260 Maternal Maternal Procedure History:90470-postPregnancy:0.251 Maternal Maternal Procedure History:90663-postPregnancy:0.251 Maternal Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.236 Maternal Maternal Lab History: ALT-postPregnancy:0.221 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.211 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.190 Diagnosis:9ccs214:GI cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs214:GI cong anom:1.000 Diagnosis:9ccs145:Int obstruct:0.288 Diagnosis:9ccs199:Ulcer skin:0.288 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.264 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.192 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.156 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.145 Maternal Diagnosis:9ccs215:gu cong anom:0.141 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:-0.132 Newborn Diagnosis:9ccs0:No DX:0.125 * Maternal Maternal Lab History: FASTING-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 3.799 [1.064 13.558] | indivs AUC:0.513 Correlated most with: Maternal Maternal Lab History: FASTING-postPregnancy:1.000 Maternal Maternal Lab History: LH-postPregnancy:-0.524 Maternal Maternal Lab History: FASTING-otherPregnancy:0.432 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.402 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.370 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.327 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.301 Newborn Diagnosis:9ccs216:Nerv cong an:-0.293 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:-0.277 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.254 Maternal Maternal Procedure History:90663-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.505 Correlated most with: Maternal Maternal Procedure History:90663-postPregnancy:1.000 Maternal Maternal Procedure History:90470-postPregnancy:0.992 Maternal Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.782 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.502 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.361 Maternal Maternal Lab History: ALT-postPregnancy:0.348 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.294 Maternal Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.272 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.262 Maternal Maternal Lab History: AMYLASE-postPregnancy:0.251 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.496 Maternal Maternal Lab History: TRANSFERRIN-postPregnancy:0.390 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:-0.362 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:-0.344 Maternal Maternal Lab History: FERRITIN-postPregnancy:-0.335 Maternal Maternal Lab History: IRON-postPregnancy:-0.331 Maternal Diagnosis:9ccs5:HIV infectn:0.287 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.198 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:-0.185 Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs117:Ot circul dx:1.000 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.312 Diagnosis:9ccs213:Cardiac anom:0.310 Maternal Maternal Lab History: TSH-otherPregnancy:0.236 Maternal Maternal Lab History: AMP/SULBACTAM-postPregnancy:0.236 Diagnosis:9ccs96:Hrt valve dx:0.230 Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:-0.167 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.153 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.119 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.092 Maternal Diagnosis:9ccs92:Otitis media | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs92:Otitis media:1.000 Diagnosis:9ccs44:Neoplsm unsp:0.500 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.102 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.101 Diagnosis:9ccs58:Ot nutrit dx:0.075 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.052 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.052 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.042 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.042 Diagnosis:9ccs200:Oth skin dx:0.040 Maternal Diagnosis:9ccs255:Social admin | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs255:Social admin:1.000 Diagnosis:9ccs243:Poisn nonmed:0.222 Lab:294495 LEAD, BLOOD - LMC:-0.204 Lab:292495 LEAD LEVEL - Sunrise:-0.190 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.133 Diagnosis:9ccs124:Tonsillitis:0.124 Diagnosis:9ccs96:Hrt valve dx:0.108 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.095 Diagnosis:9ccs213:Cardiac anom:0.092 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.074 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:1.000 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.566 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.334 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.294 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.212 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.197 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.189 Maternal Maternal Lab History: FASTING-otherPregnancy:0.187 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.177 Maternal Maternal Lab History: PAPP-A-otherPregnancy:-0.169 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.511 Correlated most with: Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.512 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.397 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.344 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.199 Maternal Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.195 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.192 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.192 Maternal Maternal Lab History: GLOBULIN-postPregnancy:0.187 Maternal Maternal Procedure History:93005-postPregnancy:-0.184 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:1.000 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.477 Maternal Diagnosis:9ccs3:Oth bact inf:0.477 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.449 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.446 Maternal Maternal Lab History: HCG-otherPregnancy:0.429 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.408 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.404 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.379 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.362 Maternal Vital: Wt Percentile-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Vital: Wt Percentile-otherPregnancy:1.000 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.617 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.581 Maternal Maternal Procedure History:93005-otherPregnancy:-0.554 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.457 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.365 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.364 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.327 Maternal Vital: BMI Percentile-otherPregnancy:0.279 Maternal Vital: Ht Percentile-otherPregnancy:0.248 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:1.000 Maternal Maternal Lab History: A/G-otherPregnancy:0.397 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:-0.384 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.250 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.248 Maternal Maternal Procedure History:36415-otherPregnancy:0.202 Maternal Maternal Lab History: FASTING-otherPregnancy:-0.192 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.191 Maternal Maternal Lab History: POLYS-otherPregnancy:0.177 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.168 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:1.000 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.854 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.764 Maternal Maternal Lab History: eGFR-otherPregnancy:-0.701 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.661 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.661 Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:0.661 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.661 Maternal Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:0.661 Maternal Maternal Procedure History:90658-postPregnancy:0.608 Maternal Diagnosis:9ccs98:HTN | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.507 Correlated most with: Maternal Diagnosis:9ccs98:HTN:1.000 Diagnosis:9ccs232:Sprain:0.408 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.393 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.328 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.289 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.270 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.229 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.211 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.199 Maternal Diagnosis:9ccs183:HTN in preg:0.188 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.893 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.803 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.733 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.506 Lab:323700 CULTURE THROAT W SENS - Sunrise:0.506 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.506 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.506 Maternal Maternal Procedure History:97803-otherPregnancy:0.487 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.469 Maternal Maternal Lab History: URINE SUGAR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: URINE SUGAR-postPregnancy:1.000 Newborn Diagnosis:9ccs47:Ot bnign neo:-0.292 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:-0.286 Maternal Diagnosis:9ccs67:Subst-r mntl:0.277 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.272 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:0.230 Maternal Maternal Lab History: INR-otherPregnancy:-0.206 Maternal Diagnosis:9ccs239:Superfic inj:0.196 Maternal Diagnosis:9ccs2619:e codes: other specified- nec:0.196 Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:0.138 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.505 Correlated most with: Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:1.000 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.565 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.351 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-otherPregnancy:0.351 Maternal Maternal Lab History: RDW-otherPregnancy:0.183 Maternal Vital: Ht Percentile-otherPregnancy:0.164 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.161 Maternal Vital: Ht Percentile-postPregnancy:0.159 Newborn Diagnosis:9ccs197:Skin infectn:-0.149 Maternal Maternal Lab History: BUN-otherPregnancy:-0.139 * Maternal Maternal Lab History: 3 HOUR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 4.562 [1.217 17.105] | indivs AUC:0.512 Correlated most with: Maternal Maternal Lab History: 3 HOUR-otherPregnancy:1.000 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.589 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.490 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.416 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:-0.358 Maternal Maternal Procedure History:99211-otherPregnancy:0.344 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.336 Maternal Maternal Lab History: TSH-postPregnancy:-0.334 Maternal Maternal Procedure History:81025-otherPregnancy:-0.237 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.230 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.788 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.362 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.360 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.307 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.299 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.293 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.251 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:-0.240 Maternal Maternal Lab History: PT-postPregnancy:0.187 Diagnosis:9ccs52:Nutrit defic | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 5.669 [0.795 40.431] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs52:Nutrit defic:1.000 Diagnosis:9ccs210:SLE:0.500 Maternal Maternal Lab History: HCG-otherPregnancy:0.244 Diagnosis:9ccs62:Coag/hemr dx:0.222 Diagnosis:9ccs209:Ot acq defor:0.178 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.178 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.155 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.150 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.144 Diagnosis:9ccs51:Ot endo dsor:0.141 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.492 Correlated most with: Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.464 Maternal Maternal Lab History: LIPASE-otherPregnancy:0.422 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.404 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.397 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.379 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.234 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.189 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.185 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.176 Maternal Maternal Lab History: FREE T3-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: FREE T3-otherPregnancy:1.000 Maternal Maternal Lab History: FREE T3-postPregnancy:0.766 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.684 Maternal Maternal Lab History: FREE T-4-otherPregnancy:0.616 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.577 Maternal Maternal Lab History: HEMOGLOBIN S-otherPregnancy:0.558 Maternal Vital: PEF-postPregnancy:0.558 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.458 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.433 Diagnosis:9ccs232:Sprain:-0.384 Newborn Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs0:No DX:1.000 Newborn Diagnosis:9ccs94:Other ear dx:-0.294 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.234 Diagnosis:9ccs214:GI cong anom:0.125 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.103 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.092 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.091 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:-0.091 Maternal Maternal Procedure History:36415-otherPregnancy:0.084 Diagnosis:9ccs209:Ot acq defor:0.075 Maternal Maternal Procedure History:87880-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Procedure History:87880-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.693 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.517 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.457 Maternal Maternal Diagnosis:9ccs123:Influenza-postPregnancy:0.456 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.401 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.373 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.330 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.181 Diagnosis:9ccs123:Influenza:0.167 * Maternal Maternal Lab History: 1 HOUR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 4.562 [1.217 17.105] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: 1 HOUR-otherPregnancy:1.000 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.603 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.490 Maternal Maternal Lab History: LH-postPregnancy:-0.453 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.448 Maternal Maternal Lab History: FASTING-postPregnancy:0.402 Maternal Maternal Lab History: FASTING-otherPregnancy:0.378 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.365 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.310 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.294 Diagnosis:9ccs254:Rehab | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs254:Rehab:1.000 Diagnosis:9ccs212:Ot bone dx:0.288 Diagnosis:9ccs247:Lymph enlarg:0.199 Diagnosis:9ccs259:Unclassified:0.091 Diagnosis:9ccs136:Teeth dx:0.084 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs151:Oth liver dx:0.073 Number of Visits:0.060 MatDeliveryAge:0.059 Diagnosis:9ccs125:Bronchitis:0.044 Maternal Maternal Lab History: LIPASE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: LIPASE-postPregnancy:1.000 Maternal Maternal Lab History: AMYLASE-postPregnancy:-0.353 Maternal Maternal Lab History: ALT-postPregnancy:-0.339 Maternal Maternal Diagnosis:10ccs59:Anemia-postPregnancy:-0.312 Maternal Maternal Procedure History:90470-postPregnancy:-0.294 Maternal Maternal Procedure History:90663-postPregnancy:-0.294 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:-0.281 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.181 Maternal Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.171 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.147 Maternal Vital: Ht Percentile-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Vital: Ht Percentile-otherPregnancy:1.000 Maternal Maternal Lab History: LACTIC ACID-postPregnancy:-0.550 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.341 Maternal Maternal Diagnosis:9ccs219:Low birth wt-otherPregnancy:-0.318 Maternal Vital: Ht Percentile-postPregnancy:0.284 Maternal Vital: Wt Percentile-otherPregnancy:0.248 Maternal Diagnosis:9ccs149:Biliary dx:0.239 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:-0.225 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.208 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-otherPregnancy:0.208 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:1.000 Maternal Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:-0.587 Maternal Maternal Lab History: MUMPS IGG-postPregnancy:0.353 Maternal Maternal Lab History: TRANSFERRIN-postPregnancy:-0.307 Maternal Maternal Lab History: TP PERIOD-postPregnancy:0.252 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:0.242 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:-0.240 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:-0.229 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.170 Maternal Vital: PEF-postPregnancy:0.156 * Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 17.087 [1.770 164.921] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:1.000 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.689 Newborn Diagnosis:9ccs176:Contraceptiv:0.685 Diagnosis:9ccs188:Pelvic obstr:0.485 Maternal Maternal Lab History: ESTRADIOL-postPregnancy:0.484 Maternal Diagnosis:9ccs98:HTN:0.229 Maternal Diagnosis:9ccs149:Biliary dx:0.217 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.181 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:-0.175 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.172 Maternal Diagnosis:9ccs172:Ovarian cyst | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.507 Correlated most with: Maternal Diagnosis:9ccs172:Ovarian cyst:1.000 Lab:306025 PPD:0.364 Diagnosis:9ccs175:Ot femal gen:0.166 Maternal Diagnosis:9ccs46:Bnign ut neo:0.155 Diagnosis:9ccs61:Sickle cell:0.146 Maternal Diagnosis:9ccs149:Biliary dx:0.138 Diagnosis:9ccs205:Back problem:0.125 Newborn Diagnosis:9ccs96:Hrt valve dx:0.115 Newborn Diagnosis:9ccs222:Perint jaund:0.091 Diagnosis:9ccs134:Ot uppr resp:0.067 Diagnosis:9ccs175:Ot femal gen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs175:Ot femal gen:1.000 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.205 Maternal Vital: PL-otherPregnancy:-0.188 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.166 Maternal Diagnosis:9ccs172:Ovarian cyst:0.166 Maternal Maternal Procedure History:96372-postPregnancy:0.141 Maternal Diagnosis:9ccs46:Bnign ut neo:0.130 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.122 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.117 Diagnosis:9ccs240:Burns:0.104 Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:1.000 Lab:294147 FREE T4 - LMC:-0.353 Diagnosis:9ccs83:Epilepsy/cnv:0.193 Maternal Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy:-0.167 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.167 Diagnosis:9ccs51:Ot endo dsor:0.113 Maternal Diagnosis:9ccs48:Thyroid dsor:0.109 Diagnosis:9ccs167:Breast dx:0.104 Maternal Diagnosis:9ccs182:Hemorr preg:0.083 Diagnosis:9ccs247:Lymph enlarg:0.075 Maternal Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs83:Epilepsy/cnv:1.000 Maternal Diagnosis:10ccs58:Ot nutrit dx:0.447 Maternal Diagnosis:9ccs235:Opn wnd head:0.447 Maternal Diagnosis:9ccs2603:E Codes: Fall:0.447 Maternal Maternal Lab History: PO2-postPregnancy:0.408 Maternal Maternal Lab History: PREVIOUS PAP RESULT-postPregnancy:-0.317 Maternal Diagnosis:9ccs239:Superfic inj:0.315 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.268 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.262 Maternal Diagnosis:9ccs200:Oth skin dx:0.257 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.855 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.777 Maternal Maternal Diagnosis:10ccs4:Mycoses-postPregnancy:0.615 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.615 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.615 Maternal Maternal Lab History: MICRO/CREAT RATIO-postPregnancy:0.615 Maternal Maternal Lab History: MICROALBUMIN-postPregnancy:0.615 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.605 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.567 Maternal Maternal Procedure History:97112-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:97112-postPregnancy:1.000 Maternal Maternal Procedure History:97530-postPregnancy:-0.679 Maternal Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:0.406 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.372 Maternal Maternal Procedure History:97110-postPregnancy:0.302 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.300 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.236 Maternal Maternal Procedure History:97001-postPregnancy:-0.222 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:-0.206 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.195 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:1.000 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.556 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.500 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.448 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.417 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.415 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.408 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.389 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.385 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.329 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.509 Correlated most with: Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:1.000 Maternal Maternal Procedure History:97530-postPregnancy:-0.396 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.346 Maternal Maternal Procedure History:81025-otherPregnancy:0.329 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.304 Maternal Maternal Procedure History:97112-postPregnancy:0.300 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:-0.276 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:-0.264 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:-0.264 Maternal Maternal Lab History: T-3(Total)-postPregnancy:0.257 * Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 11.346 [1.025 125.601] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.984 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.349 Maternal Maternal Lab History: TSH-otherPregnancy:-0.346 Maternal Maternal Lab History: IRON-otherPregnancy:-0.346 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:-0.346 Maternal Maternal Lab History: FOLATE-otherPregnancy:-0.346 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.346 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.335 Maternal Maternal Procedure History:96372-otherPregnancy:0.329 Vital: BP-avg5to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs145:Int obstruct:0.707 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.645 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.380 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.354 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:-0.323 Maternal Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:-0.258 Diagnosis:9ccs214:GI cong anom:0.205 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:-0.141 Diagnosis:9ccs209:Ot acq defor:-0.130 Maternal Diagnosis:9ccs188:Pelvic obstr:0.128 Maternal Maternal Lab History: HCG-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.505 Correlated most with: Maternal Maternal Lab History: HCG-otherPregnancy:1.000 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.429 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.370 Maternal Diagnosis:9ccs3:Oth bact inf:0.348 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.346 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.288 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.281 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:0.246 Maternal Maternal Lab History: FOLATE-otherPregnancy:0.246 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:0.246 Vital: BP-avg7to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:0.197 Maternal Diagnosis:9ccs49:DiabMel no c:0.126 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.076 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.076 Diagnosis:9ccs59:Anemia:-0.063 Maternal Diagnosis:9ccs186:DM in preg:0.058 Diagnosis:9ccs151:Oth liver dx:0.057 Diagnosis:9ccs197:Skin infectn:0.057 Diagnosis:9ccs222:Perint jaund:0.057 Diagnosis:9ccs135:Intest infct:0.041 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.533 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:-0.386 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.308 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.297 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.196 Maternal Diagnosis:9ccs159:UTI:0.160 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.151 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.143 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.119 Diagnosis:9ccs229:Fx arm | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs229:Fx arm:1.000 Diagnosis:9ccs236:Opn wnd extr:0.407 Diagnosis:9ccs231:Oth fracture:0.332 Diagnosis:9ccs244:Other injury:0.148 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.140 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.115 Maternal Vital: Ht Percentile-postPregnancy:0.111 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:0.097 Maternal Vital: BMI Percentile-otherPregnancy:0.096 Diagnosis:9ccs256:Exam/eval:0.094 Maternal Maternal Procedure History:90746-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:90746-postPregnancy:1.000 Maternal Vital: PEF-postPregnancy:-0.458 Maternal Maternal Procedure History:90772-postPregnancy:-0.451 Maternal Maternal Procedure History:86580-postPregnancy:0.384 Maternal Maternal Procedure History:J1055-postPregnancy:-0.363 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.259 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.240 Maternal Diagnosis:9ccs61:Sickle cell:0.217 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.196 Maternal Maternal Procedure History:90471-postPregnancy:0.190 Maternal Maternal Procedure History:97010-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:97010-postPregnancy:1.000 Maternal Maternal Procedure History:97032-postPregnancy:0.982 Maternal Maternal Procedure History:97140-postPregnancy:0.838 Maternal Maternal Procedure History:97110-postPregnancy:0.593 Maternal Maternal Diagnosis:9ccs63:Wht blood dx-postPregnancy:-0.535 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.489 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.465 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.433 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.295 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.278 Newborn Diagnosis:9ccs220:Birth asphyx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs220:Birth asphyx:1.000 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.684 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:-0.500 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:0.500 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.398 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.304 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.297 Maternal Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:-0.289 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.255 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.253 Newborn Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs133:Oth low resp:1.000 Diagnosis:9ccs159:UTI:0.103 Newborn Diagnosis:9ccs256:Exam/eval:0.095 Maternal Diagnosis:9ccs183:HTN in preg:0.077 Diagnosis:9ccs135:Intest infct:0.044 Diagnosis:9ccs125:Bronchitis:0.044 Maternal Diagnosis:9ccs185:Long pregncy:0.043 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:-0.040 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:-0.040 Newborn Diagnosis:9ccs224:Ot perint dx:0.038 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.621 Maternal Maternal Procedure History:86703-otherPregnancy:0.171 Maternal Maternal Lab History: AFP-otherPregnancy:-0.155 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.133 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.129 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:0.129 Maternal Maternal Lab History: METAMYELOCYTE-otherPregnancy:0.129 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.128 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:-0.121 Maternal Diagnosis:9ccs238:Complic proc | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Diagnosis:9ccs238:Complic proc:1.000 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.706 Maternal Diagnosis:9ccs2617:E Codes: Adverse effects of medical drugs:0.408 Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:0.407 Maternal Maternal Lab History: PTT-otherPregnancy:-0.240 Maternal Diagnosis:9ccs89:Blindness:0.234 Maternal Maternal Lab History: PT-otherPregnancy:-0.205 Maternal Diagnosis:9ccs143:Abdom hernia:0.202 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:0.143 Maternal Diagnosis:9ccs84:Headache/mig:0.132 Newborn Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.411 [0.298 6.685] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs253:Allergy:1.000 Maternal Diagnosis:9ccs157:Ac renl fail:0.315 Maternal Diagnosis:9ccs249:Shock:0.315 Maternal Diagnosis:9ccs2603:E Codes: Fall:0.315 Maternal Diagnosis:9ccs235:Opn wnd head:0.315 Maternal Diagnosis:10ccs58:Ot nutrit dx:0.315 Maternal Maternal Procedure History:93005-postPregnancy:0.259 Newborn Diagnosis:9ccs219:Low birth wt:0.240 Maternal Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:0.224 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.224 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.790 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.709 Diagnosis:9ccs246:FUO:0.646 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:-0.645 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:-0.645 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.604 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.514 Maternal Maternal Procedure History:36415-postPregnancy:0.392 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.337 Lab:306605 BILIRUBIN DIRECT - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.507 Correlated most with: Lab:306605 BILIRUBIN DIRECT - Sunrise:1.000 Maternal Maternal Lab History: METAMYELOCYTE-otherPregnancy:0.395 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.334 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.246 Maternal Maternal Procedure History:90746-postPregnancy:0.240 Diagnosis:9ccs247:Lymph enlarg:0.206 Maternal Maternal Lab History: A/G-otherPregnancy:-0.179 Maternal Maternal Procedure History:S9470-otherPregnancy:0.177 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:-0.175 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.166 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.468 Newborn Diagnosis:9ccs191:Amnios dx:0.354 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:-0.333 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.268 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.268 Maternal Maternal Procedure History:90656-postPregnancy:0.268 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-otherPregnancy:0.250 Maternal Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:0.250 Diagnosis:9ccs51:Ot endo dsor:0.205 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:1.000 Diagnosis:9ccs232:Sprain:0.803 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.772 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.568 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.531 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.390 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:0.349 Maternal Diagnosis:9ccs98:HTN:0.328 Maternal Maternal Lab History: FREE T3-otherPregnancy:-0.308 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.247 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:1.000 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.803 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.782 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.528 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.354 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.354 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.354 Lab:323700 CULTURE THROAT W SENS - Sunrise:0.354 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.329 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.292 Maternal Diagnosis:9ccs126:Ot up rsp in | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs126:Ot up rsp in:1.000 Maternal Diagnosis:9ccs122:Pneumonia:0.577 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.187 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.179 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.128 Maternal Diagnosis:9ccs106:Dysrhythmia:0.116 Maternal Diagnosis:9ccs168:PID:0.116 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.115 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.112 Maternal Diagnosis:9ccs59:Anemia:0.110 Diagnosis:9ccs63:Wht blood dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs63:Wht blood dx:1.000 Newborn Diagnosis:9ccs143:Abdom hernia:0.353 Maternal Diagnosis:9ccs138:Esophgeal dx:0.155 Maternal Diagnosis:9ccs182:Hemorr preg:0.148 Diagnosis:9ccs209:Ot acq defor:0.121 Newborn Diagnosis:9ccs221:Resp distres:0.121 Diagnosis:9ccs168:PID:0.121 Diagnosis:9ccs159:UTI:0.099 Maternal Diagnosis:9ccs191:Amnios dx:0.091 Diagnosis:9ccs143:Abdom hernia:0.091 Maternal Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs180:Ectopic preg-postPregnancy:0.866 Maternal Maternal Lab History: HERPES 1/2 IGM-postPregnancy:-0.500 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:0.476 Maternal Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:0.354 Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:0.354 Maternal Maternal Procedure History:36415-postPregnancy:0.177 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.159 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.098 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.089 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.383 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:0.332 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.295 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.281 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.280 Maternal Maternal Lab History: TP VOLUME-postPregnancy:-0.278 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.277 Maternal Maternal Lab History: TP PERIOD-postPregnancy:0.264 Maternal Vital: Temp-otherPregnancy:0.261 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.840 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:-0.655 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.559 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:-0.423 Diagnosis:9ccs238:Complic proc:0.415 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:-0.393 Maternal Maternal Procedure History:93005-postPregnancy:-0.378 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:-0.378 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:-0.378 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.910 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.733 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.528 Maternal Maternal Procedure History:97803-otherPregnancy:0.446 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.432 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.292 Maternal Maternal Lab History: POLYS-otherPregnancy:0.275 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.270 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.270 Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:1.000 Maternal Diagnosis:9ccs239:Superfic inj:0.707 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.576 Maternal Diagnosis:10ccs58:Ot nutrit dx:0.500 Maternal Diagnosis:9ccs2603:E Codes: Fall:0.500 Maternal Diagnosis:9ccs235:Opn wnd head:0.500 Maternal Diagnosis:9ccs67:Subst-r mntl:0.500 Maternal Diagnosis:9ccs238:Complic proc:0.407 Maternal Diagnosis:9ccs2619:e codes: other specified- nec:0.353 Maternal Diagnosis:9ccs89:Blindness:0.287 Maternal Maternal Lab History: PROLACTIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: PROLACTIN-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.362 Diagnosis:9ccs199:Ulcer skin:-0.348 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.331 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.327 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.315 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.242 Diagnosis:9ccs231:Oth fracture:-0.229 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.210 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.202 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.910 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.893 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.782 Maternal Maternal Procedure History:97803-otherPregnancy:0.517 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.319 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.319 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.319 Lab:323700 CULTURE THROAT W SENS - Sunrise:0.319 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.296 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.491 Correlated most with: Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:1.000 Maternal Maternal Lab History: FREE T3-postPregnancy:-0.666 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:-0.505 Diagnosis:9ccs232:Sprain:-0.486 Maternal Maternal Lab History: FREE T3-otherPregnancy:-0.458 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.435 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:-0.426 Maternal Vital: PEF-postPregnancy:-0.412 Maternal Maternal Lab History: HEMOGLOBIN S-otherPregnancy:-0.412 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.390 Maternal Diagnosis:9ccs74:Ot mentl cnd | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 5.669 [0.795 40.431] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs74:Ot mentl cnd:1.000 Maternal Diagnosis:9ccs61:Sickle cell:0.164 Diagnosis:9ccs243:Poisn nonmed:0.155 Lab:292495 LEAD LEVEL - Sunrise:-0.134 Diagnosis:9ccs161:Ot dx kidney:0.117 Diagnosis:9ccs113:Late eff CVD:0.100 Maternal Diagnosis:9ccs184:Early labor:0.091 Newborn Diagnosis:9ccs219:Low birth wt:0.090 Maternal Diagnosis:9ccs181:Ot preg comp:0.077 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:-0.077 Maternal Maternal Lab History: FREE T3-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.513 Correlated most with: Maternal Maternal Lab History: FREE T3-postPregnancy:1.000 Maternal Maternal Lab History: FREE T3-otherPregnancy:0.766 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.684 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.666 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.577 Maternal Vital: PEF-postPregnancy:0.559 Maternal Maternal Lab History: HEMOGLOBIN S-otherPregnancy:0.559 Maternal Maternal Lab History: FREE T-4-otherPregnancy:0.327 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.293 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.280 Newborn Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs59:Anemia:1.000 Newborn Diagnosis:9ccs58:Ot nutrit dx:1.000 Lab:296169 RETICULOCYTE COUNT- LMC:-0.707 Diagnosis:9ccs238:Complic proc:0.447 Diagnosis:9ccs83:Epilepsy/cnv:0.241 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.163 Diagnosis:9ccs138:Esophgeal dx:0.131 Diagnosis:9ccs224:Ot perint dx:0.130 Diagnosis:9ccs250:Nausea/vomit:0.103 Diagnosis:9ccs159:UTI:0.103 Newborn Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs59:Anemia:1.000 Newborn Diagnosis:9ccs58:Ot nutrit dx:1.000 Lab:296169 RETICULOCYTE COUNT- LMC:-0.707 Diagnosis:9ccs238:Complic proc:0.447 Diagnosis:9ccs83:Epilepsy/cnv:0.241 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.163 Diagnosis:9ccs138:Esophgeal dx:0.131 Diagnosis:9ccs224:Ot perint dx:0.130 Diagnosis:9ccs250:Nausea/vomit:0.103 Diagnosis:9ccs159:UTI:0.103 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:1.000 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.900 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.751 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.586 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.392 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.302 Maternal Maternal Lab History: LH-postPregnancy:0.299 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.276 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.248 Maternal Maternal Lab History: FASTING-postPregnancy:-0.234 Maternal Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:1.000 Maternal Maternal Lab History: SEX HORMONE BINDING GLOBULIN-postPregnancy:-0.474 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.474 Maternal Maternal Lab History: Varicella IgG-postPregnancy:0.466 Maternal Maternal Lab History: FOLATE-postPregnancy:0.372 Maternal Maternal Procedure History:90470-postPregnancy:0.272 Maternal Maternal Procedure History:90663-postPregnancy:0.272 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.268 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.264 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.233 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:1.000 Diagnosis:9ccs232:Sprain:0.707 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.680 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.568 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.475 Maternal Maternal Lab History: TP PERIOD-postPregnancy:-0.474 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.468 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:-0.456 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.343 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.321 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:1.000 Maternal Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:0.471 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.469 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.366 Maternal Maternal Lab History: GAMMA GT-postPregnancy:-0.281 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.245 Maternal Maternal Lab History: VLDL-postPregnancy:0.225 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.213 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.191 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:-0.186 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.820 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.560 Maternal Maternal Lab History: IRON-postPregnancy:0.491 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.464 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.217 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:-0.203 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:-0.199 Maternal Maternal Procedure History:90471-postPregnancy:0.171 Maternal Maternal Lab History: BUN-postPregnancy:0.170 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.505 Correlated most with: Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:1.000 Maternal Maternal Procedure History:97014-postPregnancy:0.576 Maternal Maternal Procedure History:97112-postPregnancy:-0.372 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:-0.260 Maternal Maternal Procedure History:97035-postPregnancy:0.213 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.213 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.213 Maternal Maternal Procedure History:97001-postPregnancy:-0.183 Maternal Maternal Procedure History:97140-postPregnancy:-0.167 Maternal Maternal Lab History: FREE T-4-postPregnancy:0.147 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:1.000 Diagnosis:9ccs83:Epilepsy/cnv:0.228 Diagnosis:9ccs95:Oth nerv dx:0.146 Diagnosis:9ccs244:Other injury:0.126 Maternal Maternal Lab History: MCV-otherPregnancy:-0.126 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:0.125 Maternal Maternal Lab History: GLUCOSE POCT-otherPregnancy:-0.115 Number of Visits:0.110 Diagnosis:9ccs113:Late eff CVD:0.104 Maternal Maternal Lab History: RUBELLA-otherPregnancy:-0.102 Maternal Diagnosis:9ccs120:Hemmorhoids | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs120:Hemmorhoids:1.000 Diagnosis:9ccs51:Ot endo dsor:0.202 Maternal Maternal Procedure History:90649-postPregnancy:0.187 Newborn Diagnosis:9ccs223:Birth trauma:0.160 Maternal Maternal Procedure History:90471-postPregnancy:0.120 Maternal Maternal Procedure History:81025-postPregnancy:0.097 Maternal Vital: PL-postPregnancy:0.088 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.081 Diagnosis:9ccs250:Nausea/vomit:0.069 Maternal Maternal Procedure History:96372-postPregnancy:-0.060 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.432 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.398 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.321 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.207 Maternal Maternal Diagnosis:9ccs123:Influenza-postPregnancy:-0.199 Maternal Maternal Diagnosis:10ccs172:Ovarian cyst-postPregnancy:-0.199 Maternal Diagnosis:9ccs159:UTI:0.185 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:-0.180 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.171 Maternal Maternal Lab History: PAPP-A-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: PAPP-A-otherPregnancy:1.000 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.589 Maternal Diagnosis:9ccs3:Oth bact inf:0.577 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.528 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.491 Maternal Maternal Lab History: GLUCOSE POCT-otherPregnancy:0.432 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.418 Maternal Maternal Lab History: FOLATE-otherPregnancy:0.408 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:0.408 Maternal Maternal Lab History: IRON-otherPregnancy:0.408 Maternal Maternal Lab History: NT MoM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: NT MoM-otherPregnancy:1.000 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.895 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.488 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.415 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.355 Newborn Diagnosis:9ccs220:Birth asphyx:-0.304 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:0.304 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:-0.304 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.283 Maternal Diagnosis:9ccs3:Oth bact inf:0.257 Diagnosis:9ccs171:Menstrual dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs171:Menstrual dx:1.000 Maternal Diagnosis:9ccs192:Umbil cord:0.126 Maternal Maternal Lab History: LDL-postPregnancy:-0.107 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:-0.103 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:-0.092 Diagnosis:9ccs224:Ot perint dx:0.089 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:-0.062 Maternal Diagnosis:9ccs185:Long pregncy:0.061 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.060 Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:-0.056 Maternal Maternal Lab History: 2 HOUR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 3.408 [0.809 14.349] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: 2 HOUR-postPregnancy:1.000 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.620 Maternal Maternal Procedure History:99211-otherPregnancy:0.514 Maternal Maternal Lab History: TSH-postPregnancy:-0.507 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.470 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.416 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.365 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.343 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.324 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:0.255 Maternal Maternal Lab History: PT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 5.669 [0.795 40.431] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: PT-otherPregnancy:1.000 Maternal Maternal Lab History: INR-otherPregnancy:0.833 Maternal Maternal Lab History: PTT-otherPregnancy:0.465 Maternal Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.458 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:0.394 Maternal Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:-0.290 Maternal Vital: RR-otherPregnancy:0.289 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.225 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.206 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.206 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.836 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.429 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.429 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.429 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.429 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.398 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.321 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.311 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.295 * Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 11.346 [1.025 125.601] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.984 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.359 Maternal Maternal Lab History: LH-postPregnancy:0.339 Maternal Maternal Lab History: TSH-otherPregnancy:-0.328 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.328 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:-0.328 Maternal Maternal Lab History: FOLATE-otherPregnancy:-0.328 Maternal Maternal Lab History: IRON-otherPregnancy:-0.328 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.319 Maternal Maternal Diagnosis:9ccs63:Wht blood dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs63:Wht blood dx-postPregnancy:1.000 Maternal Maternal Procedure History:97032-postPregnancy:-0.612 Maternal Maternal Procedure History:97010-postPregnancy:-0.535 Maternal Maternal Procedure History:97110-postPregnancy:-0.354 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.268 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.263 Maternal Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:-0.236 Maternal Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:0.204 Maternal Maternal Lab History: SODIUM-postPregnancy:0.185 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.181 Maternal Maternal Procedure History:97140-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Procedure History:97140-postPregnancy:1.000 Maternal Maternal Procedure History:97010-postPregnancy:0.838 Maternal Maternal Procedure History:97032-postPregnancy:0.768 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.704 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.537 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.500 Maternal Maternal Procedure History:97110-postPregnancy:0.369 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.341 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.321 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.282 Maternal Maternal Diagnosis:9ccs180:Ectopic preg-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs180:Ectopic preg-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:0.866 Maternal Maternal Lab History: HERPES 1/2 IGM-postPregnancy:-0.577 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:0.549 Maternal Maternal Procedure History:90472-postPregnancy:-0.399 Maternal Maternal Procedure History:36415-postPregnancy:0.205 Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:0.204 Maternal Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:0.204 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.184 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:-0.143 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.661 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.645 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:-0.645 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.577 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.577 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:-0.550 Maternal Maternal Lab History: eGFR-otherPregnancy:-0.530 Diagnosis:9ccs246:FUO:-0.500 Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:0.500 Maternal Diagnosis:9ccs6:Hepatitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.509 Correlated most with: Maternal Diagnosis:9ccs6:Hepatitis:1.000 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.334 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.181 Maternal Maternal Procedure History:90656-postPregnancy:0.146 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:-0.122 Maternal Diagnosis:9ccs48:Thyroid dsor:0.109 Maternal Diagnosis:9ccs7:Viral infect:0.104 Diagnosis:9ccs213:Cardiac anom:0.102 Newborn Diagnosis:9ccs213:Cardiac anom:0.097 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.094 Lab:296169 RETICULOCYTE COUNT- LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:296169 RETICULOCYTE COUNT- LMC:1.000 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.707 Newborn Diagnosis:9ccs59:Anemia:-0.707 Diagnosis:9ccs238:Complic proc:-0.317 Lab:295669 BILIRUBIN DIRECT - LMC:-0.218 Lab:294203 BILIRUBIN TOTAL - LMC:-0.210 Diagnosis:9ccs83:Epilepsy/cnv:-0.172 Diagnosis:9ccs234:Crush injury:0.142 Diagnosis:9ccs258:Other screen:0.128 Diagnosis:9ccs89:Blindness:0.124 Maternal Maternal Procedure History:97530-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Procedure History:97530-postPregnancy:1.000 Maternal Maternal Procedure History:97112-postPregnancy:-0.679 Maternal Maternal Procedure History:97110-postPregnancy:-0.411 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:-0.396 Maternal Maternal Lab History: FOLATE-postPregnancy:0.325 Maternal Maternal Procedure History:97001-postPregnancy:0.323 Maternal Maternal Procedure History:97035-postPregnancy:0.289 Diagnosis:9ccs76:Meningitis:0.219 Maternal Maternal Procedure History:97140-postPregnancy:0.204 Maternal Diagnosis:9ccs62:Coag/hemr dx:-0.167 Diagnosis:9ccs230:Fx leg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs230:Fx leg:1.000 Diagnosis:9ccs62:Coag/hemr dx:0.447 Diagnosis:9ccs134:Ot uppr resp:0.085 Diagnosis:9ccs239:Superfic inj:0.077 Maternal Diagnosis:9ccs10:Immuniz/scrn:0.071 Diagnosis:9ccs133:Oth low resp:0.069 Diagnosis:9ccs125:Bronchitis:0.044 Maternal Diagnosis:9ccs181:Ot preg comp:0.038 Diagnosis:9ccs253:Allergy:-0.024 Diagnosis:9ccs92:Otitis media:-0.021 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:1.000 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.431 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.413 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.390 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:-0.386 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:-0.362 Maternal Maternal Diagnosis:9ccs123:Influenza-postPregnancy:0.362 Maternal Maternal Procedure History:87880-postPregnancy:0.330 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.295 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.288 Diagnosis:9ccs49:DiabMel no c | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs49:DiabMel no c:1.000 Diagnosis:9ccs64:Ot hematl dx:0.353 Diagnosis:9ccs0:No DX:0.106 Diagnosis:9ccs159:UTI:0.103 Maternal Diagnosis:9ccs187:Malposition:0.095 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.059 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.059 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.046 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.046 Maternal Diagnosis:9ccs190:Fetal distrs:0.045 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.550 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.537 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.527 Maternal Maternal Lab History: LIPASE-otherPregnancy:0.489 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.450 Maternal Maternal Lab History: T-3 UPTAKE-postPregnancy:-0.441 Maternal Maternal Lab History: T-4-postPregnancy:-0.441 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.391 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.379 Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.788 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.344 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.339 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.285 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.279 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.277 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.256 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:-0.229 Maternal Maternal Lab History: PT-postPregnancy:0.178 Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:1.000 Maternal Diagnosis:9ccs238:Complic proc:0.706 Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:0.576 Maternal Diagnosis:9ccs89:Blindness:0.332 Maternal Diagnosis:9ccs143:Abdom hernia:0.287 Maternal Diagnosis:9ccs84:Headache/mig:0.190 Diagnosis:9ccs215:gu cong anom:0.141 Maternal Diagnosis:9ccs106:Dysrhythmia:0.116 Diagnosis:9ccs122:Pneumonia:0.096 Maternal Diagnosis:9ccs189:Prev c-sectn:0.096 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 5.669 [0.795 40.431] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:1.000 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.258 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.214 Maternal Maternal Lab History: HCG-postPregnancy:-0.195 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.171 Maternal Maternal Lab History: RUBELLA-otherPregnancy:0.160 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:-0.157 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.151 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:-0.150 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.146 Maternal Diagnosis:9ccs75:Hx mental dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs75:Hx mental dx:1.000 Newborn Diagnosis:9ccs197:Skin infectn:0.577 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.376 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.170 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.140 Diagnosis:10ccs58:Ot nutrit dx:0.129 Maternal Maternal Procedure History:90471-otherPregnancy:0.126 Maternal Vital: BP-postPregnancy:-0.124 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.107 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.102 Maternal Diagnosis:9ccs56:Cystic fibro | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs56:Cystic fibro:1.000 Diagnosis:9ccs204:Ot joint dx:0.377 Lab:292495 LEAD LEVEL - Sunrise:0.272 Diagnosis:9ccs113:Late eff CVD:0.106 Maternal Diagnosis:9ccs183:HTN in preg:0.077 Maternal Diagnosis:9ccs189:Prev c-sectn:0.055 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.052 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.052 Diagnosis:9ccs155:Other GI dx:0.041 Diagnosis:9ccs126:Ot up rsp in:-0.040 Maternal Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.404 Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:-0.354 Maternal Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:-0.354 Maternal Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:0.354 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.320 Maternal Maternal Lab History: LDL-otherPregnancy:0.267 Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:0.250 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.247 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.213 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.958 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.849 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.539 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.528 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.447 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.357 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.318 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.315 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.311 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:1.000 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.522 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.488 Lab:323825 STREP SCREEN THROAT - Sunrise:0.487 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.477 Maternal Maternal Lab History: HERPES I IgG-otherPregnancy:0.445 Maternal Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:-0.445 Maternal Maternal Lab History: HCG-otherPregnancy:-0.370 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.344 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.343 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.493 Correlated most with: Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:1.000 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.895 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.633 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.522 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.418 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.406 Maternal Diagnosis:9ccs3:Oth bact inf:0.337 Maternal Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:-0.310 Newborn Diagnosis:9ccs220:Birth asphyx:-0.297 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:0.297 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.556 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:-0.408 Maternal Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:-0.404 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.347 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.230 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.210 Maternal Maternal Lab History: FASTING-otherPregnancy:-0.177 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.157 Diagnosis:9ccs147:Anal/rectal:-0.145 Maternal Maternal Lab History: TP VOLUME-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: TP VOLUME-otherPregnancy:1.000 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.688 Maternal Vital: Wt Percentile-otherPregnancy:0.581 Maternal Maternal Procedure History:93005-otherPregnancy:-0.525 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.490 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.335 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.325 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.290 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.248 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.232 Maternal Maternal Lab History: URIC ACID-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: URIC ACID-otherPregnancy:1.000 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.566 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:-0.335 Maternal Maternal Lab History: A/G-otherPregnancy:-0.330 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.310 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.295 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.260 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.241 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.235 Maternal Maternal Lab History: A/G-postPregnancy:-0.234 Maternal Maternal Procedure History:97014-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Procedure History:97014-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.576 Maternal Maternal Procedure History:97110-postPregnancy:0.536 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.376 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:-0.299 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.262 Maternal Maternal Procedure History:97035-postPregnancy:0.244 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.244 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.244 Newborn Diagnosis:9ccs220:Birth asphyx:-0.195 Maternal Maternal Lab History: BICARBONATE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: BICARBONATE-postPregnancy:1.000 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.778 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:-0.692 Maternal Maternal Lab History: PO2-postPregnancy:-0.671 Maternal Maternal Procedure History:97140-postPregnancy:-0.500 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.493 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.477 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.476 Maternal Maternal Procedure History:97010-postPregnancy:-0.433 Maternal Maternal Procedure History:97032-postPregnancy:-0.397 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:1.000 Maternal Maternal Lab History: METAMYELOCYTE-otherPregnancy:0.560 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.334 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.305 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.278 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.255 Maternal Maternal Lab History: T-3(Total)-postPregnancy:0.235 Maternal Maternal Procedure History:S9470-otherPregnancy:0.234 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:-0.219 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.212 Diagnosis:9ccs120:Hemmorhoids | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs120:Hemmorhoids:1.000 Diagnosis:9ccs3:Oth bact inf:0.315 Diagnosis:9ccs154:Gastroent:0.203 Newborn Diagnosis:9ccs94:Other ear dx:-0.131 Number of Visits:0.110 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.104 Diagnosis:9ccs250:Nausea/vomit:0.103 Maternal Diagnosis:9ccs187:Malposition:0.095 Diagnosis:9ccs128:Asthma:0.095 Maternal Diagnosis:9ccs192:Umbil cord:0.089 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:1.000 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.633 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.589 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.285 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.283 Maternal Maternal Lab History: URIC ACID-otherPregnancy:-0.260 Maternal Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:-0.260 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.259 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.251 Maternal Diagnosis:9ccs3:Oth bact inf:0.239 Newborn Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:1.000 Maternal Maternal Lab History: VARICELLA IGM-postPregnancy:0.289 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.285 Newborn Diagnosis:9ccs219:Low birth wt:0.272 Maternal Diagnosis:9ccs50:DiabMel w/cm:0.248 Newborn Diagnosis:9ccs253:Allergy:0.220 Maternal Maternal Lab History: UIBC-postPregnancy:0.206 Maternal Diagnosis:9ccs184:Early labor:0.201 Newborn Diagnosis:9ccs256:Exam/eval:0.197 Maternal Maternal Procedure History:86580-postPregnancy:0.174 Diagnosis:9ccs246:FUO | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs246:FUO:1.000 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.646 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.613 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.550 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:-0.500 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:-0.500 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.468 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.366 Maternal Maternal Procedure History:36415-postPregnancy:0.284 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.257 Maternal Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:1.000 Maternal Maternal Lab History: GTT 90 MIN-postPregnancy:0.423 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:-0.231 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.170 Maternal Maternal Lab History: 2 HOUR-postPregnancy:-0.167 Maternal Maternal Lab History: VLDL-postPregnancy:-0.166 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:-0.156 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.151 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.127 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.105 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.556 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.349 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.251 Maternal Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:0.247 Maternal Maternal Lab History: FASTING-otherPregnancy:0.215 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.195 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.194 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.175 Diagnosis:9ccs117:Ot circul dx:0.153 * Vital: HC Percentile-gain13to19 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 11.346 [1.025 125.601] | indivs AUC:0.507 Correlated most with: Maternal Maternal Procedure History:97014-postPregnancy:-0.371 Diagnosis:9ccs16:Liver/ibd ca:-0.310 Maternal Maternal Procedure History:97110-postPregnancy:-0.256 Newborn Diagnosis:9ccs216:Nerv cong an:-0.219 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.191 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.139 Diagnosis:9ccs216:Nerv cong an:-0.110 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.104 Maternal Maternal Procedure History:86703-postPregnancy:-0.103 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.101 Diagnosis:9ccs236:Opn wnd extr | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs236:Opn wnd extr:1.000 Diagnosis:9ccs229:Fx arm:0.407 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:0.119 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.100 Maternal Diagnosis:9ccs192:Umbil cord:0.058 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:-0.058 Diagnosis:9ccs197:Skin infectn:0.046 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:-0.045 Maternal Diagnosis:9ccs10:Immuniz/scrn:0.044 Maternal Maternal Lab History: MCV-postPregnancy:0.041 Maternal Diagnosis:9ccs198:Ot infl skin | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs198:Ot infl skin:1.000 Maternal Diagnosis:9ccs149:Biliary dx:0.180 Diagnosis:9ccs161:Ot dx kidney:0.137 Maternal Maternal Procedure History:90649-postPregnancy:-0.110 Newborn Diagnosis:9ccs256:Exam/eval:0.106 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.095 Newborn Diagnosis:9ccs94:Other ear dx:-0.071 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:0.059 Maternal Maternal Lab History: MCV-postPregnancy:0.056 Diagnosis:9ccs10:Immuniz/scrn:-0.055 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.910 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.849 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.567 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.411 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.395 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.362 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.342 Diagnosis:9ccs252:Fatigue:-0.336 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.326 Maternal Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs253:Allergy:1.000 Maternal Diagnosis:9ccs106:Dysrhythmia:0.145 Diagnosis:9ccs0:No DX:0.071 Maternal Diagnosis:9ccs190:Fetal distrs:0.064 Diagnosis:9ccs200:Oth skin dx:0.056 Diagnosis:9ccs126:Ot up rsp in:-0.056 Newborn Diagnosis:9ccs222:Perint jaund:0.046 Maternal Diagnosis:9ccs191:Amnios dx:0.045 Maternal Diagnosis:9ccs195:Ot compl bir:0.040 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.037 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.958 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.910 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.664 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.491 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.487 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.384 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.371 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.327 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.322 Maternal Vital: RR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 3.777 [0.628 22.717] | indivs AUC:0.509 Correlated most with: Maternal Vital: RR-otherPregnancy:1.000 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:0.339 Diagnosis:9ccs75:Hx mental dx:0.305 Maternal Maternal Lab History: PT-otherPregnancy:0.289 Maternal Maternal Lab History: INR-otherPregnancy:0.289 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:-0.224 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:-0.193 Maternal Vital: Temp-otherPregnancy:0.191 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.185 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.169 Maternal Maternal Lab History: MUMPS IGG-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: MUMPS IGG-postPregnancy:1.000 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:0.353 Maternal Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:-0.257 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.249 Maternal Maternal Lab History: eGFR-postPregnancy:-0.229 Maternal Maternal Procedure History:90649-postPregnancy:-0.159 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.123 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.120 Maternal Maternal Procedure History:81025-postPregnancy:0.115 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:-0.109 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 3.777 [0.628 22.717] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:1.000 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.837 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.749 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.716 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.448 Maternal Vital: Wt Percentile-otherPregnancy:-0.364 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.362 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.335 Maternal Maternal Procedure History:93005-otherPregnancy:0.329 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.300 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:1.000 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.692 Maternal Maternal Procedure History:97140-postPregnancy:0.537 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.513 Maternal Maternal Procedure History:97010-postPregnancy:0.465 Maternal Maternal Procedure History:97032-postPregnancy:0.426 Maternal Maternal Procedure History:97110-postPregnancy:0.320 Maternal Maternal Lab History: PO2-postPregnancy:0.277 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.258 Maternal Maternal Lab History: PTT-postPregnancy:-0.226 Lab:294199 BILIRUBIN SCAN - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:294199 BILIRUBIN SCAN - LMC:1.000 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.128 Maternal Maternal Lab History: NT MoM-postPregnancy:-0.101 Diagnosis:9ccs127:COPD:0.092 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.086 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.081 Maternal Maternal Lab History: APF MoM-postPregnancy:-0.078 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.071 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:-0.063 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:-0.050 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:1.000 Maternal Maternal Lab History: ESTRADIOL-postPregnancy:-0.366 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.347 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.331 Maternal Maternal Lab History: RETICULOCYTES-postPregnancy:0.262 Maternal Maternal Lab History: CHr(RETIC HGB CONTENT)-postPregnancy:0.262 Maternal Maternal Lab History: SEX HORMONE BINDING GLOBULIN-postPregnancy:-0.262 Diagnosis:9ccs231:Oth fracture:0.237 Maternal Maternal Lab History: AST-postPregnancy:0.180 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.163 Maternal Maternal Lab History: PO2-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: PO2-postPregnancy:1.000 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.689 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.671 Maternal Maternal Lab History: PREVIOUS PAP RESULT-postPregnancy:-0.644 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.611 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.574 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.470 Maternal Diagnosis:9ccs117:Ot circul dx:0.456 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.408 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:-0.391 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.491 Correlated most with: Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.709 Maternal Maternal Lab History: LIPASE-otherPregnancy:0.663 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.610 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.527 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.521 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.404 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.341 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.260 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:-0.234 Maternal Maternal Lab History: GFR Calculation-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: GFR Calculation-otherPregnancy:1.000 Maternal Maternal Lab History: GFR in African American-otherPregnancy:1.000 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.468 Lab:323825 STREP SCREEN THROAT - Sunrise:0.423 Maternal Maternal Lab History: HERPES I IgG-otherPregnancy:0.386 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.369 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.343 Maternal Maternal Lab History: PH-otherPregnancy:0.321 Maternal Maternal Lab History: BUN-otherPregnancy:-0.265 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:-0.210 Maternal Diagnosis:9ccs9:Sexual Infxs | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs9:Sexual Infxs:1.000 Maternal Maternal Lab History: AFP-otherPregnancy:0.281 Diagnosis:9ccs238:Complic proc:0.257 Diagnosis:9ccs47:Ot bnign neo:0.186 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.125 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.097 Diagnosis:9ccs89:Blindness:0.096 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.095 Maternal Maternal Lab History: WEIGHT-otherPregnancy:-0.070 Diagnosis:9ccs244:Other injury:0.070 Maternal Maternal Lab History: OXACILLIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: OXACILLIN-postPregnancy:1.000 Maternal Maternal Lab History: APF MoM-postPregnancy:0.410 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.316 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.175 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.169 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.167 Maternal Maternal Lab History: AFP-postPregnancy:-0.143 Diagnosis:9ccs209:Ot acq defor:0.130 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:-0.110 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:-0.100 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.798 Maternal Maternal Lab History: MICRO/CREAT RATIO-postPregnancy:0.791 Maternal Maternal Lab History: MICROALBUMIN-postPregnancy:0.791 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.777 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.632 Maternal Maternal Diagnosis:10ccs4:Mycoses-postPregnancy:0.632 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.632 Maternal Vital: SpO2-postPregnancy:-0.542 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.518 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.836 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.500 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.500 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.500 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.500 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.464 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.405 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.398 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.318 Maternal Maternal Lab History: INR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: INR-otherPregnancy:1.000 Maternal Maternal Lab History: PT-otherPregnancy:0.833 Maternal Maternal Lab History: PTT-otherPregnancy:0.549 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.412 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.410 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:0.339 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.335 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.328 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:0.325 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:-0.323 Diagnosis:9ccs2619:e codes: other specified- nec | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs228:Fx skull fac:1.000 Diagnosis:9ccs2619:e codes: other specified- nec:1.000 Diagnosis:9ccs147:Anal/rectal:0.249 Diagnosis:9ccs258:Other screen:0.178 Diagnosis:9ccs256:Exam/eval:0.085 Diagnosis:9ccs136:Teeth dx:0.084 Diagnosis:9ccs239:Superfic inj:0.077 Diagnosis:9ccs222:Perint jaund:0.072 Diagnosis:9ccs133:Oth low resp:0.069 Maternal Diagnosis:9ccs189:Prev c-sectn:0.055 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.509 Correlated most with: Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:1.000 Maternal Maternal Procedure History:36416-postPregnancy:0.857 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.215 Newborn Diagnosis:9ccs223:Birth trauma:0.206 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:-0.185 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.176 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:-0.163 Maternal Diagnosis:9ccs188:Pelvic obstr:0.162 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:-0.150 Maternal Diagnosis:9ccs128:Asthma:0.143 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:1.000 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.964 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.900 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.516 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.344 Maternal Maternal Lab History: LH-postPregnancy:0.276 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.265 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.252 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.226 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.218 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.489 Correlated most with: Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:1.000 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.539 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.431 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.359 Diagnosis:9ccs204:Ot joint dx:0.319 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.291 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.253 Maternal Vital: BMI Percentile-otherPregnancy:-0.233 Maternal Maternal Lab History: LDL-otherPregnancy:0.191 Diagnosis:9ccs211:Ot conn tiss:0.189 Lab:321981 BILIRUBIN TOTAL - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.507 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:1.000 Maternal Maternal Procedure History:99211-otherPregnancy:0.391 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.343 Maternal Maternal Lab History: TSH-postPregnancy:-0.339 Maternal Maternal Procedure History:90746-postPregnancy:0.259 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.227 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.227 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.212 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.208 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.206 Maternal Maternal Lab History: UIBC-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: UIBC-postPregnancy:1.000 Maternal Maternal Lab History: FERRITIN-postPregnancy:-0.731 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.723 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.663 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.550 Maternal Maternal Lab History: CHr(RETIC HGB CONTENT)-postPregnancy:-0.480 Maternal Maternal Lab History: RETICULOCYTES-postPregnancy:-0.480 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.354 Diagnosis:9ccs129:Asp pneumon:0.286 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.283 Maternal Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.527 Maternal Maternal Lab History: PT-otherPregnancy:-0.290 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.258 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.230 Maternal Maternal Procedure History:S9470-postPregnancy:-0.192 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.164 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.158 Maternal Maternal Lab History: INR-otherPregnancy:-0.158 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.145 Maternal Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs163:Other GU dx:0.202 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.178 Maternal Diagnosis:9ccs59:Anemia:0.139 Diagnosis:9ccs124:Tonsillitis:0.124 Diagnosis:9ccs127:COPD:0.075 Diagnosis:9ccs159:UTI:0.069 Maternal Vital: PL-postPregnancy:-0.068 Newborn Diagnosis:9ccs219:Low birth wt:0.064 Maternal Maternal Procedure History:96372-postPregnancy:-0.060 Diagnosis:9ccs231:Oth fracture | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs231:Oth fracture:1.000 Diagnosis:9ccs229:Fx arm:0.332 Diagnosis:9ccs223:Birth trauma:0.255 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.237 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.229 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.166 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.140 Diagnosis:10ccs58:Ot nutrit dx:0.129 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.123 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.115 Vital: HC Percentile-avg13to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs2604:E Codes: Fire/burn:0.310 Diagnosis:10ccs238:Complic proc:0.310 Diagnosis:9ccs163:Other GU dx:-0.238 Diagnosis:9ccs219:Low birth wt:-0.163 Maternal Diagnosis:9ccs128:Asthma:-0.132 Diagnosis:9ccs204:Ot joint dx:0.117 Diagnosis:9ccs242:Poisn ot med:0.117 Diagnosis:9ccs224:Ot perint dx:-0.111 Maternal Maternal Procedure History:86703-postPregnancy:0.101 Diagnosis:9ccs113:Late eff CVD:-0.092 Lab:323700 CULTURE THROAT W SENS - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:323700 CULTURE THROAT W SENS - Sunrise:1.000 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.506 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.500 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.500 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.500 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.500 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.464 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.429 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.354 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.319 Maternal Maternal Lab History: T-3(Total)-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: T-3(Total)-postPregnancy:1.000 Maternal Maternal Lab History: T-3 UPTAKE-postPregnancy:0.609 Maternal Maternal Lab History: T-4-postPregnancy:0.609 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.537 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.430 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.328 Maternal Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.314 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.274 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.265 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.264 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.539 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.517 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.491 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.451 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.434 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.412 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.376 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:-0.328 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.327 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.560 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.559 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.411 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.371 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.357 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.354 Maternal Maternal Lab History: IRON-postPregnancy:-0.351 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.280 Maternal Diagnosis:9ccs93:Dizziness:0.274 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:1.000 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.964 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.751 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.423 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.281 Maternal Maternal Lab History: LH-postPregnancy:0.236 Maternal Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:-0.231 Maternal Maternal Lab History: VLDL-postPregnancy:0.226 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.224 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.223 Maternal Maternal Lab History: GLUCOSE POCT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: GLUCOSE POCT-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy:0.874 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.633 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.622 Maternal Maternal Procedure History:93005-otherPregnancy:0.608 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.432 Maternal Diagnosis:9ccs194:Forceps del:0.431 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.299 Maternal Maternal Lab History: PAPP-A-postPregnancy:0.296 Diagnosis:9ccs205:Back problem:0.249 Maternal Maternal Lab History: 1 HOUR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.507 Correlated most with: Maternal Maternal Lab History: 1 HOUR-postPregnancy:1.000 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.656 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.620 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.448 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.417 Maternal Maternal Lab History: FASTING-postPregnancy:0.370 Maternal Maternal Procedure History:99211-otherPregnancy:0.356 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.336 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.321 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.319 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:1.000 Maternal Maternal Lab History: PT-otherPregnancy:0.394 Maternal Vital: RR-otherPregnancy:0.339 Maternal Maternal Lab History: INR-otherPregnancy:0.325 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.230 Maternal Maternal Lab History: PTT-otherPregnancy:-0.210 Newborn Diagnosis:9ccs47:Ot bnign neo:-0.203 Maternal Maternal Procedure History:86703-otherPregnancy:0.169 Maternal Vital: RR-postPregnancy:-0.146 Maternal Maternal Lab History: SODIUM-otherPregnancy:0.124 Maternal Maternal Lab History: GFR in African American-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: GFR in African American-otherPregnancy:1.000 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:1.000 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.467 Lab:323825 STREP SCREEN THROAT - Sunrise:0.424 Maternal Maternal Lab History: HERPES I IgG-otherPregnancy:0.386 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.369 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.344 Maternal Maternal Lab History: PH-otherPregnancy:0.321 Maternal Maternal Lab History: BUN-otherPregnancy:-0.265 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:-0.210 Diagnosis:9ccs232:Sprain | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs232:Sprain:1.000 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.962 Maternal Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.803 Maternal Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.707 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.661 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.486 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:0.434 Maternal Diagnosis:9ccs98:HTN:0.408 Maternal Maternal Lab History: FREE T3-otherPregnancy:-0.384 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.333 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:1.000 Newborn Diagnosis:9ccs197:Skin infectn:-0.652 Newborn Diagnosis:9ccs5:HIV infectn:0.475 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:-0.420 Maternal Diagnosis:9ccs75:Hx mental dx:-0.376 Maternal Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.336 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.305 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.274 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.228 Maternal Maternal Lab History: T-3 UPTAKE-postPregnancy:-0.225 Maternal Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs217:Ot cong anom:1.000 Maternal Diagnosis:9ccs215:gu cong anom:0.353 Maternal Maternal Procedure History:90471-postPregnancy:0.283 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.282 Diagnosis:9ccs76:Meningitis:0.187 Diagnosis:9ccs140:Gastritis:0.187 Maternal Maternal Procedure History:90649-postPregnancy:0.187 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.159 Maternal Maternal Lab History: NT MoM-postPregnancy:0.131 Maternal Maternal Lab History: A/G-postPregnancy:0.112 Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:1.000 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.355 Maternal Diagnosis:9ccs93:Dizziness:-0.354 Maternal Diagnosis:9ccs250:Nausea/vomit:-0.354 Maternal Maternal Lab History: TSH-otherPregnancy:-0.354 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.218 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:0.205 Maternal Maternal Lab History: LDL-otherPregnancy:0.201 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.193 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.191 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.750 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.664 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.573 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.567 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.528 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.506 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.500 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.500 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.500 Vital: HC Percentile-gain16to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:0.447 Maternal Maternal Lab History: HERPES I IgG-otherPregnancy:0.408 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.363 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.316 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.315 Diagnosis:10ccs238:Complic proc:-0.293 Diagnosis:9ccs2604:E Codes: Fire/burn:-0.293 Maternal Maternal Procedure History:97014-postPregnancy:0.190 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.171 Diagnosis:9ccs163:Other GU dx:0.167 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.573 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.559 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.500 Maternal Maternal Lab History: eGFR-otherPregnancy:-0.459 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.433 Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:0.433 Maternal Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:0.433 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.433 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.433 Maternal Maternal Procedure History:36416-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.509 Correlated most with: Maternal Maternal Procedure History:36416-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.857 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.215 Newborn Diagnosis:9ccs223:Birth trauma:0.211 Maternal Maternal Lab History: CHLORIDE-postPregnancy:-0.202 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.180 Maternal Diagnosis:9ccs188:Pelvic obstr:0.165 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.164 Maternal Maternal Procedure History:97140-postPregnancy:-0.163 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.155 Maternal Maternal Procedure History:97032-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:97032-postPregnancy:1.000 Maternal Maternal Procedure History:97010-postPregnancy:0.982 Maternal Maternal Procedure History:97140-postPregnancy:0.768 Maternal Maternal Procedure History:97110-postPregnancy:0.647 Maternal Maternal Diagnosis:9ccs63:Wht blood dx-postPregnancy:-0.612 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.426 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.410 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.397 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.271 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.255 Maternal Maternal Lab History: O2 SATURATION-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: O2 SATURATION-postPregnancy:1.000 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.820 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.817 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.778 Maternal Maternal Lab History: PO2-postPregnancy:0.689 Maternal Maternal Lab History: PREVIOUS PAP RESULT-postPregnancy:-0.414 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.376 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.344 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:-0.325 Maternal Maternal Procedure History:97140-postPregnancy:0.321 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:-0.645 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.632 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.627 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.615 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:-0.612 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:-0.550 Diagnosis:9ccs246:FUO:-0.500 Maternal Maternal Lab History: MICRO/CREAT RATIO-postPregnancy:0.500 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.500 Maternal Diagnosis:9ccs130:Pleurisy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs130:Pleurisy:1.000 Maternal Diagnosis:9ccs155:Other GI dx:0.315 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.287 Maternal Diagnosis:9ccs128:Asthma:0.221 Maternal Diagnosis:9ccs60:Acut p-h anm:0.138 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:-0.116 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.099 Maternal Maternal Lab History: INR-postPregnancy:-0.085 Diagnosis:9ccs113:Late eff CVD:0.071 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.070 Maternal Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs200:Oth skin dx:1.000 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.257 Lab:295669 BILIRUBIN DIRECT - LMC:-0.224 Diagnosis:9ccs251:Abdomnl pain:0.157 Diagnosis:9ccs128:Asthma:0.106 Diagnosis:9ccs124:Tonsillitis:0.099 Diagnosis:9ccs213:Cardiac anom:0.072 Diagnosis:9ccs224:Ot perint dx:0.070 Diagnosis:9ccs137:Mouth dx:0.064 Diagnosis:9ccs127:COPD:0.058 Maternal Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.203 Maternal Diagnosis:9ccs168:PID:0.171 Diagnosis:9ccs48:Thyroid dsor:-0.167 Maternal Maternal Procedure History:90656-postPregnancy:-0.146 Diagnosis:9ccs55:Fluid/elc dx:-0.106 Newborn Diagnosis:9ccs213:Cardiac anom:-0.103 Diagnosis:9ccs83:Epilepsy/cnv:-0.100 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.093 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.093 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.854 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.745 Maternal Maternal Lab History: eGFR-otherPregnancy:-0.684 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.645 Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:0.645 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.645 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.645 Maternal Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:0.645 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.634 Maternal Maternal Lab History: LDL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.489 Correlated most with: Maternal Maternal Lab History: LDL-otherPregnancy:1.000 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.864 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.851 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.635 Maternal Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:-0.377 Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:-0.377 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.325 Maternal Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:0.267 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.252 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.238 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:1.000 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.996 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.820 Maternal Maternal Lab History: PO2-postPregnancy:0.611 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.476 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.445 Maternal Maternal Lab History: PREVIOUS PAP RESULT-postPregnancy:-0.422 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.308 Maternal Diagnosis:9ccs117:Ot circul dx:0.299 Maternal Maternal Procedure History:97140-postPregnancy:0.282 Maternal Diagnosis:9ccs121:Oth vein dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs121:Oth vein dx:1.000 Maternal Diagnosis:9ccs143:Abdom hernia:0.500 Diagnosis:9ccs240:Burns:0.288 Diagnosis:9ccs153:GI hemorrhag:0.241 Maternal Diagnosis:9ccs259:Unclassified:0.181 Diagnosis:9ccs217:Ot cong anom:0.079 Maternal Diagnosis:9ccs183:HTN in preg:0.077 Maternal Diagnosis:9ccs176:Contraceptiv:0.074 Diagnosis:9ccs222:Perint jaund:0.072 Diagnosis:9ccs135:Intest infct:0.044 Maternal Diagnosis:9ccs50:DiabMel w/cm | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs50:DiabMel w/cm:1.000 Maternal Diagnosis:9ccs138:Esophgeal dx:0.315 Newborn Diagnosis:9ccs221:Resp distres:0.248 Maternal Diagnosis:9ccs196:Nml preg/del:-0.194 Diagnosis:9ccs147:Anal/rectal:0.174 Newborn Diagnosis:9ccs223:Birth trauma:0.160 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.158 Maternal Maternal Lab History: WEIGHT-postPregnancy:-0.156 Maternal Diagnosis:9ccs106:Dysrhythmia:0.145 Maternal Maternal Lab History: TP VOLUME-postPregnancy:-0.144 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:1.000 Maternal Diagnosis:9ccs3:Oth bact inf:-0.764 Maternal Maternal Lab History: IRON-otherPregnancy:-0.540 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.540 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:-0.540 Maternal Maternal Lab History: FOLATE-otherPregnancy:-0.540 Maternal Maternal Lab History: PAPP-A-otherPregnancy:-0.491 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.446 Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.430 Maternal Maternal Lab History: HCG-otherPregnancy:-0.346 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.440 Maternal Maternal Diagnosis:9ccs123:Influenza-postPregnancy:0.408 Maternal Maternal Procedure History:87880-postPregnancy:0.373 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.373 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.316 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.295 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:-0.238 Maternal Diagnosis:9ccs204:Ot joint dx:-0.204 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:-0.174 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:1.000 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:1.000 Maternal Vital: SpO2-otherPregnancy:-0.687 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.315 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.293 Maternal Diagnosis:9ccs245:Syncope:-0.289 Maternal Maternal Lab History: POLYS-postPregnancy:0.197 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:-0.185 Maternal Maternal Lab History: MONOS-postPregnancy:-0.178 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.171 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:1.000 Maternal Maternal Lab History: TSH-otherPregnancy:0.484 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.484 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:0.484 Maternal Maternal Lab History: IRON-otherPregnancy:0.484 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:0.484 Maternal Maternal Lab History: FOLATE-otherPregnancy:0.484 Maternal Maternal Procedure History:96372-otherPregnancy:-0.459 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.388 Maternal Maternal Lab History: FERRITIN-otherPregnancy:0.341 Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.498 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:0.430 Diagnosis:9ccs140:Gastritis:0.256 Maternal Diagnosis:9ccs7:Viral infect:0.256 Maternal Maternal Lab History: PH-otherPregnancy:-0.210 Maternal Maternal Procedure History:90471-otherPregnancy:0.202 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.194 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:-0.190 Maternal Maternal Lab History: POLYS-otherPregnancy:0.109 Maternal Maternal Procedure History:97803-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:97803-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.517 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.487 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.446 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.359 Maternal Maternal Lab History: THYROGLOBULIN AB-postPregnancy:0.289 Maternal Maternal Lab History: NT MoM-postPregnancy:-0.193 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.188 Maternal Maternal Procedure History:86703-otherPregnancy:0.184 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.167 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:0.667 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:-0.378 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.370 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.354 Maternal Maternal Procedure History:97035-postPregnancy:-0.289 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.289 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.289 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.289 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.247 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.489 Correlated most with: Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:1.000 Maternal Maternal Lab History: LDL-otherPregnancy:0.851 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.665 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.605 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.539 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.326 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.323 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.288 Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:-0.264 Maternal Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:-0.264 Maternal Diagnosis:9ccs245:Syncope | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs245:Syncope:1.000 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:-0.289 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:-0.289 Maternal Maternal Lab History: A/G-postPregnancy:0.202 Maternal Maternal Lab History: MONOS-postPregnancy:0.161 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.154 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.114 Maternal Vital: Temp-postPregnancy:-0.111 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.111 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.110 Maternal Maternal Lab History: INHMOM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: INHMOM-otherPregnancy:1.000 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.662 Maternal Maternal Lab History: GLUCOSE POCT-otherPregnancy:0.622 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.543 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.528 Maternal Maternal Procedure History:93005-otherPregnancy:0.512 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy:0.512 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.417 Newborn Diagnosis:9ccs220:Birth asphyx:-0.398 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:0.397 Maternal Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.527 Maternal Maternal Lab History: PT-otherPregnancy:-0.458 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.408 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.364 Maternal Maternal Lab History: INR-otherPregnancy:-0.250 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:0.217 Maternal Diagnosis:9ccs168:PID:0.192 Maternal Maternal Lab History: VLDL-postPregnancy:0.190 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.185 Maternal Maternal Lab History: APF MoM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: APF MoM-otherPregnancy:1.000 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.662 Maternal Maternal Lab History: GLUCOSE POCT-otherPregnancy:0.633 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy:0.520 Maternal Maternal Procedure History:93005-otherPregnancy:0.520 Maternal Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:0.399 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.380 Maternal Diagnosis:9ccs194:Forceps del:0.368 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.339 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:-0.334 Diagnosis:9ccs129:Asp pneumon | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs129:Asp pneumon:1.000 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:-0.689 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:-0.424 Maternal Maternal Lab History: UIBC-postPregnancy:0.286 Maternal Maternal Procedure History:81000-postPregnancy:0.257 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:-0.181 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.147 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.142 Diagnosis:9ccs138:Esophgeal dx:0.131 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:-0.130 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.289 Maternal Maternal Procedure History:36415-postPregnancy:0.260 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:0.248 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.244 Maternal Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy:0.203 Maternal Maternal Procedure History:90656-postPregnancy:-0.197 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:-0.193 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.178 Maternal Maternal Procedure History:90471-postPregnancy:0.178 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.866 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.764 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.745 Maternal Maternal Lab History: eGFR-otherPregnancy:-0.612 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.577 Maternal Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:0.577 Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:0.577 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.577 Maternal Maternal Procedure History:90658-postPregnancy:0.531 Maternal Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.667 Newborn Diagnosis:9ccs47:Ot bnign neo:-0.408 Maternal Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:0.192 Maternal Maternal Procedure History:90746-postPregnancy:0.168 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:-0.146 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.125 Maternal Maternal Lab History: WEIGHT-postPregnancy:-0.123 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.119 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:-0.100 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:1.000 Maternal Maternal Lab History: TSH-postPregnancy:0.423 Maternal Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.207 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.207 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:-0.190 Maternal Maternal Lab History: RETIC HGB-postPregnancy:0.188 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.169 Maternal Maternal Procedure History:97035-postPregnancy:-0.169 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.169 Diagnosis:9ccs76:Meningitis:0.160 Newborn Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.507 Correlated most with: Newborn Diagnosis:9ccs95:Oth nerv dx:1.000 Diagnosis:9ccs16:Liver/ibd ca:0.447 Newborn Diagnosis:9ccs216:Nerv cong an:0.315 Maternal Maternal Lab History: FREE T-4-otherPregnancy:0.242 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.236 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.228 Maternal Maternal Lab History: FASTING-otherPregnancy:-0.222 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.205 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.198 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.162 Maternal Maternal Lab History: MONOCYTE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: MONOCYTE-otherPregnancy:1.000 Maternal Maternal Lab History: METAMYELOCYTE-otherPregnancy:-0.694 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.425 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.420 Newborn Diagnosis:9ccs5:HIV infectn:-0.319 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.299 Newborn Diagnosis:9ccs197:Skin infectn:0.295 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.228 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.226 Maternal Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.226 Maternal Maternal Lab History: HEMOGLOBIN S-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN S-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.612 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.581 Maternal Maternal Lab History: FREE T3-postPregnancy:0.559 Maternal Maternal Lab History: FREE T3-otherPregnancy:0.558 Maternal Vital: PEF-postPregnancy:0.500 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.412 Maternal Maternal Lab History: FREE T-4-otherPregnancy:0.303 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.239 Maternal Maternal Lab History: FREE T-4-postPregnancy:0.232 Maternal Maternal Diagnosis:9ccs219:Low birth wt-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs219:Low birth wt-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:0.577 Maternal Vital: Ht Percentile-otherPregnancy:-0.318 Maternal Maternal Lab History: LACTIC ACID-postPregnancy:0.289 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.270 Maternal Diagnosis:9ccs196:Nml preg/del:-0.227 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.167 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.139 Maternal Diagnosis:9ccs149:Biliary dx:-0.129 Maternal Maternal Lab History: PH-otherPregnancy:0.129 Diagnosis:9ccs228:Fx skull fac | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs228:Fx skull fac:1.000 Diagnosis:9ccs2619:e codes: other specified- nec:1.000 Diagnosis:9ccs147:Anal/rectal:0.249 Diagnosis:9ccs258:Other screen:0.178 Diagnosis:9ccs256:Exam/eval:0.085 Diagnosis:9ccs136:Teeth dx:0.084 Diagnosis:9ccs239:Superfic inj:0.077 Diagnosis:9ccs222:Perint jaund:0.072 Diagnosis:9ccs133:Oth low resp:0.069 Maternal Diagnosis:9ccs189:Prev c-sectn:0.055 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.484 Correlated most with: Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.688 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.635 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.568 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:-0.508 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.350 Maternal Vital: SpO2-otherPregnancy:0.332 Maternal Maternal Lab History: INR-otherPregnancy:0.328 Maternal Maternal Lab History: LH-postPregnancy:-0.323 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.292 Maternal Diagnosis:9ccs250:Nausea/vomit | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs250:Nausea/vomit:1.000 Maternal Diagnosis:9ccs93:Dizziness:0.499 Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:-0.354 Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:0.354 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.274 Maternal Maternal Lab History: WEIGHT-postPregnancy:-0.210 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:-0.158 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.151 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.149 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:-0.142 Maternal Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs47:Ot bnign neo:1.000 Maternal Diagnosis:9ccs168:PID:0.207 Newborn Diagnosis:9ccs259:Unclassified:0.114 Diagnosis:9ccs0:No DX:0.106 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.068 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.068 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.068 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.067 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.061 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.061 Maternal Maternal Lab History: AMP/SULBACTAM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: AMP/SULBACTAM-postPregnancy:1.000 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.660 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.517 Maternal Maternal Lab History: PATIENT-postPregnancy:-0.500 Maternal Maternal Lab History: APTT-postPregnancy:-0.500 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:0.480 Maternal Maternal Lab History: INR-postPregnancy:-0.310 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:-0.261 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:-0.244 Diagnosis:9ccs117:Ot circul dx:0.236 Maternal Maternal Procedure History:93005-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:93005-postPregnancy:1.000 Diagnosis:9ccs245:Syncope:0.578 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.528 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:-0.378 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.370 Maternal Diagnosis:9ccs69:Affective dx:0.366 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.333 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:-0.298 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.289 Newborn Diagnosis:9ccs253:Allergy:0.259 Maternal Diagnosis:9ccs205:Back problem | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs205:Back problem:1.000 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.133 Maternal Diagnosis:9ccs259:Unclassified:0.126 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.082 Maternal Maternal Lab History: URINE PH-postPregnancy:-0.074 Maternal Diagnosis:9ccs59:Anemia:0.065 Maternal Diagnosis:9ccs192:Umbil cord:0.058 Diagnosis:9ccs122:Pneumonia:0.057 Diagnosis:9ccs200:Oth skin dx:0.056 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:-0.055 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:1.000 Maternal Maternal Lab History: RETICULOCYTES-postPregnancy:0.500 Maternal Maternal Lab History: CHr(RETIC HGB CONTENT)-postPregnancy:0.500 Maternal Maternal Lab History: SEX HORMONE BINDING GLOBULIN-postPregnancy:-0.500 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.408 Maternal Maternal Lab History: FASTING-otherPregnancy:0.194 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.192 Diagnosis:9ccs147:Anal/rectal:0.178 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.175 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.163 Maternal Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs136:Teeth dx:1.000 Diagnosis:9ccs255:Social admin:-0.108 Maternal Diagnosis:9ccs184:Early labor:0.097 Newborn Diagnosis:9ccs222:Perint jaund:0.073 Maternal Diagnosis:9ccs10:Immuniz/scrn:0.071 Diagnosis:9ccs10:Immuniz/scrn:-0.053 MatDeliveryAge:0.043 Diagnosis:9ccs126:Ot up rsp in:-0.040 Maternal Diagnosis:9ccs181:Ot preg comp:0.038 Maternal Diagnosis:9ccs193:OB-related perin trauma:0.029 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:1.000 Maternal Maternal Lab History: UIBC-postPregnancy:-0.723 Diagnosis:9ccs129:Asp pneumon:-0.689 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.676 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.659 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:0.622 Maternal Maternal Lab History: CHr(RETIC HGB CONTENT)-postPregnancy:0.538 Maternal Maternal Lab History: RETICULOCYTES-postPregnancy:0.538 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.292 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.281 Maternal Vital: SpO2-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.509 Correlated most with: Maternal Vital: SpO2-otherPregnancy:1.000 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:-0.687 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:-0.687 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.417 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.391 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.339 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.332 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:-0.326 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:-0.302 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.243 Maternal Diagnosis:9ccs4:Mycoses | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs4:Mycoses:1.000 Diagnosis:9ccs204:Ot joint dx:0.377 Maternal Diagnosis:9ccs259:Unclassified:0.181 Maternal Diagnosis:9ccs49:DiabMel no c:0.175 Newborn Diagnosis:9ccs259:Unclassified:0.114 Diagnosis:9ccs94:Other ear dx:0.082 Diagnosis:9ccs217:Ot cong anom:0.079 Diagnosis:9ccs239:Superfic inj:0.077 Maternal Diagnosis:9ccs186:DM in preg:0.074 Maternal Diagnosis:9ccs176:Contraceptiv:0.074 Maternal Maternal Lab History: RET %-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: RET %-postPregnancy:1.000 Maternal Maternal Lab History: RET ABS-postPregnancy:0.998 Maternal Maternal Lab History: RETIC HGB-postPregnancy:-0.746 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:-0.321 Maternal Maternal Diagnosis:10ccs84:Headache/mig-postPregnancy:0.300 Maternal Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:-0.271 Maternal Maternal Lab History: FOLATE-postPregnancy:-0.226 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:-0.225 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.212 Maternal Maternal Procedure History:97035-postPregnancy:-0.201 Maternal Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs219:Low birth wt-otherPregnancy:0.577 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.445 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.399 Maternal Maternal Diagnosis:10ccs84:Headache/mig-postPregnancy:0.354 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.310 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.290 Maternal Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.289 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.260 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.234 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.489 Correlated most with: Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:1.000 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.656 Maternal Maternal Lab History: LH-postPregnancy:-0.388 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.359 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:-0.349 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.348 Maternal Maternal Lab History: FASTING-postPregnancy:0.327 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.310 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.280 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.260 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:1.000 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.892 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.749 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.556 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.556 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.490 Maternal Vital: Wt Percentile-otherPregnancy:-0.457 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.449 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.428 Maternal Maternal Procedure History:93005-otherPregnancy:0.413 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.397 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.387 Maternal Maternal Lab History: VLDL-postPregnancy:-0.336 Maternal Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:0.298 Maternal Maternal Lab History: HBV DNA-postPregnancy:-0.298 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.265 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:-0.245 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.244 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.209 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.505 Correlated most with: Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.378 Maternal Diagnosis:9ccs6:Hepatitis:0.334 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:-0.264 Maternal Maternal Procedure History:90656-postPregnancy:0.235 Maternal Maternal Procedure History:90471-otherPregnancy:0.193 Maternal Vital: SpO2-otherPregnancy:0.191 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:-0.185 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:-0.185 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.162 Maternal Maternal Lab History: TRANSFERRIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: TRANSFERRIN-postPregnancy:1.000 Maternal Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:0.583 Maternal Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.500 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.390 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:-0.307 Maternal Diagnosis:9ccs5:HIV infectn:0.289 Maternal Maternal Lab History: IRON-postPregnancy:-0.247 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.186 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:0.181 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.159 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:1.000 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:1.000 Maternal Vital: SpO2-otherPregnancy:-0.687 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.315 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.293 Maternal Diagnosis:9ccs245:Syncope:-0.289 Maternal Maternal Lab History: POLYS-postPregnancy:0.197 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:-0.185 Maternal Maternal Lab History: MONOS-postPregnancy:-0.178 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.171 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.489 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:1.000 Maternal Maternal Lab History: LDL-otherPregnancy:0.864 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.665 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.462 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.351 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:-0.302 Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:-0.271 Maternal Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:-0.271 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.265 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:-0.265 Maternal Diagnosis:9ccs204:Ot joint dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs204:Ot joint dx:1.000 Maternal Diagnosis:9ccs155:Other GI dx:0.315 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.204 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.181 Maternal Diagnosis:9ccs106:Dysrhythmia:0.145 Maternal Diagnosis:9ccs168:PID:0.145 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.129 Diagnosis:9ccs124:Tonsillitis:0.124 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.103 Diagnosis:9ccs143:Abdom hernia:0.097 Diagnosis:9ccs188:Pelvic obstr | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs188:Pelvic obstr:1.000 Newborn Diagnosis:9ccs176:Contraceptiv:0.707 Maternal Maternal Lab History: ESTRADIOL-postPregnancy:0.500 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.485 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.303 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.280 Maternal Diagnosis:9ccs188:Pelvic obstr:0.252 Maternal Maternal Lab History: HCG-postPregnancy:0.247 Maternal Diagnosis:9ccs149:Biliary dx:0.222 Maternal Maternal Lab History: INHMOM-postPregnancy:0.185 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.491 Correlated most with: Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:1.000 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:0.469 Maternal Maternal Lab History: VLDL-postPregnancy:0.270 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.244 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.225 Maternal Maternal Procedure History:99211-otherPregnancy:-0.223 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.220 Maternal Maternal Lab History: 2 HOUR-postPregnancy:-0.196 Maternal Maternal Lab History: TSH-postPregnancy:0.194 Maternal Maternal Lab History: TSH-otherPregnancy:-0.194 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:1.000 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.892 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.716 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.688 Maternal Vital: Wt Percentile-otherPregnancy:0.617 Maternal Maternal Procedure History:93005-otherPregnancy:-0.557 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.389 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:0.389 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.314 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.309 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:1.000 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.408 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.335 Maternal Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:0.320 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.206 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.203 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.189 Maternal Maternal Lab History: RDW-otherPregnancy:-0.188 Maternal Maternal Procedure History:36415-otherPregnancy:0.178 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.167 Maternal Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:1.000 Newborn Diagnosis:9ccs5:HIV infectn:0.707 Maternal Maternal Lab History: TRANSFERRIN-postPregnancy:-0.500 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.496 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:0.336 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.271 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.271 Diagnosis:9ccs216:Nerv cong an:0.251 Maternal Maternal Lab History: IRON-postPregnancy:0.247 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.239 Diagnosis:9ccs2620:E Codes: Unspecified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2620:E Codes: Unspecified:1.000 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:-0.285 Maternal Maternal Lab History: PH-otherPregnancy:0.278 Diagnosis:10ccs58:Ot nutrit dx:0.228 Diagnosis:9ccs2603:E Codes: Fall:0.172 Maternal Maternal Procedure History:90656-otherPregnancy:-0.111 Diagnosis:9ccs94:Other ear dx:0.082 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.079 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.074 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.073 Maternal Maternal Lab History: APTT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: APTT-postPregnancy:1.000 Maternal Maternal Lab History: PATIENT-postPregnancy:1.000 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.517 Maternal Maternal Lab History: AMP/SULBACTAM-postPregnancy:-0.500 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.480 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.261 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.244 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.217 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.198 Maternal Maternal Lab History: AFP-postPregnancy:0.195 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.866 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.451 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.397 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.337 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.333 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.292 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.289 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.289 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.289 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:1.000 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.449 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.445 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.376 Diagnosis:9ccs168:PID:0.273 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:-0.258 Diagnosis:9ccs205:Back problem:0.223 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:-0.195 Maternal Maternal Lab History: PO2-postPregnancy:-0.180 Maternal Maternal Lab History: PH-otherPregnancy:0.179 Maternal Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:1.000 Maternal Maternal Procedure History:J1055-postPregnancy:-0.455 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.356 Maternal Maternal Procedure History:90772-postPregnancy:-0.348 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.341 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.340 Maternal Maternal Lab History: FASTING-otherPregnancy:0.251 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.249 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:-0.243 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.235 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:1.000 Maternal Maternal Lab History: INR-otherPregnancy:0.339 Maternal Maternal Lab History: URIC ACID-otherPregnancy:-0.335 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:0.257 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.255 Maternal Maternal Lab History: PTT-otherPregnancy:0.238 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.190 Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:-0.178 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.173 Maternal Maternal Lab History: GLUCOSE POCT-otherPregnancy:0.173 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.509 Correlated most with: Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:1.000 Maternal Maternal Lab History: FREE T3-postPregnancy:0.684 Maternal Maternal Lab History: FREE T3-otherPregnancy:0.684 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.632 Maternal Vital: PEF-postPregnancy:0.612 Maternal Maternal Lab History: HEMOGLOBIN S-otherPregnancy:0.612 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.505 Maternal Maternal Lab History: FREE T-4-otherPregnancy:0.372 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.284 Maternal Maternal Lab History: FREE T-4-postPregnancy:0.284 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:1.000 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.996 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.817 Maternal Maternal Lab History: PO2-postPregnancy:-0.574 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.493 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.449 Maternal Maternal Lab History: PREVIOUS PAP RESULT-postPregnancy:0.397 Maternal Maternal Procedure History:97140-postPregnancy:-0.341 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.326 Maternal Maternal Procedure History:97010-postPregnancy:-0.295 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.507 Correlated most with: Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:1.000 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.462 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.359 Maternal Maternal Lab History: FREE T-4-otherPregnancy:0.324 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:-0.317 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.270 Maternal Maternal Lab History: LDL-otherPregnancy:-0.238 Maternal Maternal Lab History: LDH-otherPregnancy:-0.214 Newborn Diagnosis:9ccs95:Oth nerv dx:0.205 Diagnosis:9ccs204:Ot joint dx:0.200 Newborn Diagnosis:9ccs176:Contraceptiv | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs176:Contraceptiv:1.000 Maternal Maternal Lab History: ESTRADIOL-postPregnancy:0.707 Diagnosis:9ccs188:Pelvic obstr:0.707 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.685 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.429 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.396 Maternal Diagnosis:9ccs149:Biliary dx:0.315 Maternal Diagnosis:9ccs188:Pelvic obstr:0.178 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.143 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:-0.140 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.452 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.392 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.385 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.344 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.333 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.323 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.281 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.262 Newborn Diagnosis:9ccs5:HIV infectn:-0.243 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.484 Correlated most with: Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.818 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.688 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.659 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:-0.634 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.437 Maternal Maternal Lab History: INR-otherPregnancy:0.410 Maternal Vital: SpO2-otherPregnancy:0.391 Maternal Maternal Lab History: PTT-otherPregnancy:0.344 Maternal Maternal Lab History: LDH-postPregnancy:0.343 Maternal Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:-0.387 Diagnosis:9ccs145:Int obstruct:-0.365 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:-0.333 Maternal Maternal Lab History: T-3(Total)-postPregnancy:0.314 Maternal Maternal Lab History: T-3 UPTAKE-postPregnancy:0.258 Maternal Maternal Lab History: T-4-postPregnancy:0.258 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.228 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.183 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.167 Diagnosis:9ccs106:Dysrhythmia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs106:Dysrhythmia:1.000 Diagnosis:9ccs105:Conduction:0.707 Lab:292495 LEAD LEVEL - Sunrise:-0.190 Diagnosis:9ccs219:Low birth wt:0.136 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.128 Diagnosis:9ccs124:Tonsillitis:0.124 Diagnosis:9ccs47:Ot bnign neo:0.112 Maternal Maternal Lab History: WBC-postPregnancy:0.098 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.096 Diagnosis:9ccs213:Cardiac anom:0.092 Maternal Maternal Lab History: 3 HOUR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: 3 HOUR-postPregnancy:1.000 Maternal Maternal Lab History: APTT-postPregnancy:0.517 Maternal Maternal Lab History: PATIENT-postPregnancy:0.517 Maternal Maternal Lab History: AMP/SULBACTAM-postPregnancy:-0.517 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.496 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.348 Maternal Maternal Lab History: INR-postPregnancy:0.321 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.257 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.257 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.252 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.689 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.506 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.449 Maternal Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.354 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:-0.324 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:-0.295 Maternal Maternal Lab History: FREE T3-postPregnancy:0.239 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.223 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.220 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.488 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:-0.385 Lab:294495 LEAD, BLOOD - LMC:-0.356 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.326 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.307 Maternal Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:0.290 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.283 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.260 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.259 Maternal Maternal Lab History: TSH-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.491 Correlated most with: Maternal Maternal Lab History: TSH-postPregnancy:1.000 Maternal Maternal Procedure History:99211-otherPregnancy:-0.577 Maternal Maternal Lab History: 2 HOUR-postPregnancy:-0.507 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.423 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.339 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.334 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.334 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.306 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.303 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.194 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:1.000 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.781 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.714 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:0.622 Maternal Maternal Lab History: CHr(RETIC HGB CONTENT)-postPregnancy:0.607 Maternal Maternal Lab History: RETICULOCYTES-postPregnancy:0.607 Maternal Maternal Lab History: UIBC-postPregnancy:-0.550 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.333 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.325 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.294 Maternal Maternal Lab History: PTT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.493 Correlated most with: Maternal Maternal Lab History: PTT-otherPregnancy:1.000 Maternal Maternal Lab History: INR-otherPregnancy:0.549 Maternal Maternal Lab History: PT-otherPregnancy:0.465 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.346 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.344 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.282 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.276 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:-0.271 Maternal Diagnosis:9ccs238:Complic proc:-0.240 Maternal Maternal Lab History: FIBRINOGEN-otherPregnancy:0.238 Maternal Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.451 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.438 Maternal Maternal Procedure History:97112-postPregnancy:0.406 Maternal Maternal Lab History: RETIC HGB-postPregnancy:0.321 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.298 Newborn Diagnosis:9ccs220:Birth asphyx:-0.289 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:0.289 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:-0.289 Maternal Maternal Lab History: RET %-postPregnancy:-0.271 Maternal Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:1.000 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:0.471 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.384 Maternal Maternal Lab History: GAMMA GT-postPregnancy:-0.318 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:-0.174 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.166 Maternal Maternal Lab History: LDL-postPregnancy:-0.146 Maternal Maternal Lab History: eGFR-postPregnancy:0.137 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.135 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:-0.102 Maternal Maternal Lab History: AMYLASE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: AMYLASE-otherPregnancy:1.000 Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:-0.301 Maternal Maternal Lab History: LIPASE-otherPregnancy:0.261 Maternal Maternal Lab History: AST-otherPregnancy:-0.236 Maternal Maternal Lab History: ALT-otherPregnancy:-0.228 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.219 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.215 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.191 Diagnosis:9ccs167:Breast dx:-0.188 Maternal Maternal Lab History: HCG-postPregnancy:-0.177 Maternal Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:1.000 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:-0.587 Maternal Maternal Lab History: TRANSFERRIN-postPregnancy:0.583 Maternal Maternal Lab History: MUMPS IGG-postPregnancy:-0.257 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.185 Maternal Maternal Lab History: eGFR-postPregnancy:-0.150 Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:-0.145 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.139 Diagnosis:9ccs3:Oth bact inf:0.138 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:0.126 Maternal Diagnosis:9ccs44:Neoplsm unsp | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs44:Neoplsm unsp:1.000 Diagnosis:9ccs2:Septicemia:0.408 Maternal Diagnosis:9ccs259:Unclassified:0.181 Diagnosis:9ccs4:Mycoses:0.071 Maternal Diagnosis:9ccs10:Immuniz/scrn:0.071 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.050 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.050 Maternal Vital: BP-postPregnancy:-0.049 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:-0.045 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.041 Maternal Diagnosis:9ccs239:Superfic inj | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs239:Superfic inj:1.000 Maternal Diagnosis:9ccs235:Opn wnd head:0.707 Maternal Diagnosis:9ccs2603:E Codes: Fall:0.707 Maternal Diagnosis:9ccs67:Subst-r mntl:0.707 Maternal Diagnosis:10ccs58:Ot nutrit dx:0.707 Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:0.707 Maternal Diagnosis:9ccs2619:e codes: other specified- nec:0.499 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.315 Newborn Diagnosis:9ccs253:Allergy:0.222 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.196 Newborn Diagnosis:9ccs191:Amnios dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:1.000 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.354 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.331 Maternal Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:-0.236 Maternal Maternal Lab History: PAPP-A-postPregnancy:0.194 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.190 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.190 Maternal Maternal Procedure History:90656-postPregnancy:0.179 Maternal Diagnosis:9ccs149:Biliary dx:0.155 Diagnosis:9ccs51:Ot endo dsor:0.141 Maternal Maternal Lab History: LIPASE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: LIPASE-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.663 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.659 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.566 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.492 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.489 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.422 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.285 Maternal Maternal Lab History: AMYLASE-otherPregnancy:0.261 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.242 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:1.000 Diagnosis:9ccs145:Int obstruct:-0.500 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:-0.456 Maternal Maternal Lab History: T-3(Total)-postPregnancy:0.430 Maternal Maternal Lab History: T-3 UPTAKE-postPregnancy:0.354 Maternal Maternal Lab History: T-4-postPregnancy:0.354 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.312 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.269 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.238 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.228 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.511 Correlated most with: Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:1.000 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.877 Maternal Maternal Procedure History:99401-postPregnancy:0.317 Newborn Diagnosis:9ccs96:Hrt valve dx:0.235 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.234 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.232 Maternal Maternal Lab History: LIPASE-otherPregnancy:-0.217 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:-0.200 Maternal Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:-0.186 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.181 Newborn Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs136:Teeth dx:1.000 Diagnosis:9ccs255:Social admin:-0.102 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:-0.100 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:-0.091 Maternal Vital: BMI-otherPregnancy:0.087 Diagnosis:9ccs10:Immuniz/scrn:-0.074 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:0.074 Maternal Diagnosis:9ccs128:Asthma:0.073 Newborn Diagnosis:9ccs217:Ot cong anom:0.062 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.051 Vital: BP-avg10to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs212:Ot bone dx:0.205 Maternal Maternal Lab History: RUBELLA-postPregnancy:-0.163 Maternal Diagnosis:9ccs188:Pelvic obstr:-0.128 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.082 Maternal Vital: SpO2-postPregnancy:0.079 Diagnosis:9ccs0:No DX:0.079 Maternal Maternal Lab History: URINE PH-postPregnancy:0.074 Maternal Maternal Lab History: POTASSIUM-postPregnancy:0.072 Diagnosis:9ccs128:Asthma:0.071 Maternal Diagnosis:9ccs192:Umbil cord:-0.068 Maternal Maternal Lab History: GENTAMICIN TROUGH-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:1.000 Newborn Diagnosis:9ccs253:Allergy:0.224 Maternal Maternal Lab History: CALCIUM-postPregnancy:-0.171 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.157 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.135 Maternal Maternal Lab History: MCV-postPregnancy:-0.110 Maternal Maternal Lab History: MCH-postPregnancy:-0.095 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:-0.093 Diagnosis:9ccs255:Social admin:-0.080 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:-0.074 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:1.000 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.866 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.661 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:-0.655 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.645 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.641 Maternal Maternal Lab History: eGFR-otherPregnancy:-0.530 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.516 Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:0.500 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.500 Lab:292208 CBC/DIFF/PLT - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Lab:292208 CBC/DIFF/PLT - Sunrise:1.000 Maternal Diagnosis:9ccs7:Viral infect:-0.110 Newborn Diagnosis:9ccs213:Cardiac anom:-0.103 Maternal Maternal Lab History: URINE PH-postPregnancy:0.094 Diagnosis:9ccs113:Late eff CVD:0.091 Diagnosis:9ccs122:Pneumonia:0.076 Lab:295669 BILIRUBIN DIRECT - LMC:-0.071 Diagnosis:9ccs4:Mycoses:-0.065 Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy:-0.061 Diagnosis:9ccs213:Cardiac anom:-0.056 Vital: BP-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs138:Esophgeal dx:-0.317 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.271 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.266 Diagnosis:9ccs168:PID:-0.251 Diagnosis:9ccs63:Wht blood dx:-0.251 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.245 Maternal Maternal Lab History: A/G-postPregnancy:0.184 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.167 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.145 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:-0.129 Diagnosis:9ccs132:Lung externl | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs132:Lung externl:1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.163 Diagnosis:9ccs128:Asthma:0.095 Diagnosis:9ccs122:Pneumonia:0.087 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs135:Intest infct:0.044 Diagnosis:9ccs125:Bronchitis:0.044 Diagnosis:9ccs90:Eye infectn:0.044 MatDeliveryAge:-0.044 Maternal Diagnosis:9ccs185:Long pregncy:0.043 Maternal Diagnosis:9ccs1:Tuberculosis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs1:Tuberculosis:1.000 Diagnosis:9ccs159:UTI:0.103 Diagnosis:9ccs122:Pneumonia:0.087 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:0.080 Maternal Diagnosis:9ccs176:Contraceptiv:0.074 Maternal Vital: HR-postPregnancy:-0.072 Maternal Maternal Lab History: RBC-postPregnancy:0.070 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.046 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.046 Maternal Maternal Lab History: MPV-postPregnancy:-0.042 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.782 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.578 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.504 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.481 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.434 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:-0.419 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.370 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.333 Maternal Maternal Procedure History:93005-postPregnancy:-0.333 Diagnosis:9ccs70:Schizo/rl dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs70:Schizo/rl dx:1.000 Diagnosis:9ccs95:Oth nerv dx:0.152 Diagnosis:9ccs113:Late eff CVD:0.106 Diagnosis:9ccs94:Other ear dx:0.082 Diagnosis:9ccs74:Ot mentl cnd:0.079 Diagnosis:9ccs151:Oth liver dx:0.073 Diagnosis:9ccs222:Perint jaund:0.072 Maternal Maternal Lab History: MCV-postPregnancy:0.058 Maternal Maternal Procedure History:36415-postPregnancy:-0.048 Maternal Diagnosis:9ccs190:Fetal distrs:0.045 Maternal Maternal Lab History: PATIENT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: APTT-postPregnancy:1.000 Maternal Maternal Lab History: PATIENT-postPregnancy:1.000 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.517 Maternal Maternal Lab History: AMP/SULBACTAM-postPregnancy:-0.500 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.480 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.261 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.244 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.217 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.198 Maternal Maternal Lab History: AFP-postPregnancy:0.195 Maternal Maternal Lab History: FOLATE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: FOLATE-postPregnancy:1.000 Maternal Maternal Procedure History:97035-postPregnancy:0.563 Maternal Maternal Procedure History:97001-postPregnancy:-0.504 Maternal Maternal Lab History: SEX HORMONE BINDING GLOBULIN-postPregnancy:-0.392 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.392 Maternal Maternal Lab History: Varicella IgG-postPregnancy:0.385 Maternal Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.372 Maternal Diagnosis:9ccs62:Coag/hemr dx:-0.326 Maternal Maternal Procedure History:97530-postPregnancy:0.325 Maternal Maternal Procedure History:90656-postPregnancy:-0.295 Maternal Maternal Diagnosis:10ccs4:Mycoses-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:10ccs4:Mycoses-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.632 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.627 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.615 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.500 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.500 Maternal Maternal Lab History: MICRO/CREAT RATIO-postPregnancy:0.500 Maternal Maternal Lab History: MICROALBUMIN-postPregnancy:0.500 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.489 Maternal Vital: SpO2-postPregnancy:-0.429 Maternal Maternal Diagnosis:10ccs59:Anemia-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:10ccs59:Anemia-postPregnancy:1.000 Maternal Maternal Procedure History:90663-postPregnancy:0.782 Maternal Maternal Procedure History:90470-postPregnancy:0.782 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.439 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.374 Maternal Maternal Lab History: ALT-postPregnancy:0.318 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.312 Maternal Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:0.289 Maternal Maternal Diagnosis:10ccs4:Mycoses-postPregnancy:0.289 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.257 Maternal Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:1.000 Newborn Diagnosis:9ccs47:Ot bnign neo:-0.472 Newborn Diagnosis:9ccs191:Amnios dx:-0.236 Maternal Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:0.192 Maternal Maternal Lab History: MONOS-otherPregnancy:-0.165 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.148 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.138 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.137 Maternal Maternal Procedure History:36415-otherPregnancy:0.136 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:0.118 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.489 Correlated most with: Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.462 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.423 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.418 Maternal Maternal Procedure History:87880-postPregnancy:0.401 Maternal Maternal Diagnosis:9ccs123:Influenza-postPregnancy:0.387 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.384 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.316 Maternal Maternal Procedure History:93005-postPregnancy:-0.298 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.280 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy:1.000 Maternal Maternal Lab History: BILE ACIDS-postPregnancy:0.854 Maternal Maternal Lab History: CHOLIC ACID-postPregnancy:0.813 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.774 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:-0.414 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.192 Maternal Vital: Ht Percentile-otherPregnancy:-0.188 Maternal Maternal Lab History: LACTIC ACID-postPregnancy:0.171 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.158 Diagnosis:9ccs219:Low birth wt:0.133 Maternal Maternal Lab History: BILE ACIDS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: BILE ACIDS-postPregnancy:1.000 Maternal Maternal Lab History: CHOLIC ACID-postPregnancy:0.996 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.989 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy:0.854 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:-0.529 Maternal Vital: Ht Percentile-otherPregnancy:-0.193 Maternal Maternal Lab History: LACTIC ACID-postPregnancy:0.175 Diagnosis:9ccs219:Low birth wt:0.169 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.165 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.148 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:1.000 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.605 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:-0.500 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.439 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.408 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.377 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.369 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.369 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.343 Maternal Maternal Procedure History:81025-otherPregnancy:0.327 Maternal Maternal Lab History: FERRITIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: FERRITIN-otherPregnancy:1.000 Maternal Maternal Lab History: TSH-otherPregnancy:0.352 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.352 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.341 Maternal Maternal Procedure History:96372-otherPregnancy:-0.334 Maternal Diagnosis:9ccs3:Oth bact inf:-0.311 Maternal Maternal Procedure History:86703-postPregnancy:0.263 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:-0.244 Maternal Maternal Lab History: RDW-otherPregnancy:-0.243 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:0.238 Maternal Maternal Lab History: TSH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: TSH-otherPregnancy:1.000 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:0.500 Maternal Maternal Lab History: FOLATE-otherPregnancy:0.500 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.500 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:0.500 Maternal Maternal Lab History: IRON-otherPregnancy:0.500 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.484 Maternal Maternal Procedure History:96372-otherPregnancy:-0.474 Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:-0.354 Maternal Maternal Lab History: FERRITIN-otherPregnancy:0.352 Maternal Maternal Lab History: T-3 UPTAKE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: T-4-postPregnancy:1.000 Maternal Maternal Lab History: T-3 UPTAKE-postPregnancy:1.000 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.624 Maternal Maternal Lab History: T-3(Total)-postPregnancy:0.609 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.441 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.354 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.269 Maternal Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.258 Maternal Vital: Wt Change-otherPregnancy:0.238 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.225 Diagnosis:9ccs210:SLE | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs210:SLE:1.000 Diagnosis:9ccs52:Nutrit defic:0.500 Diagnosis:9ccs62:Coag/hemr dx:0.447 Diagnosis:9ccs212:Ot bone dx:0.288 Diagnosis:9ccs89:Blindness:0.172 Maternal Diagnosis:9ccs176:Contraceptiv:0.074 Diagnosis:9ccs198:Ot infl skin:0.067 Maternal Diagnosis:9ccs189:Prev c-sectn:0.055 Diagnosis:9ccs10:Immuniz/scrn:-0.053 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.046 Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.512 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.387 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.349 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.208 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.193 Maternal Diagnosis:9ccs168:PID:-0.148 Diagnosis:9ccs234:Crush injury:-0.142 Maternal Maternal Lab History: FASTING-postPregnancy:-0.140 Maternal Maternal Lab History: Varicella IgG-postPregnancy:0.137 Diagnosis:9ccs2604:E Codes: Fire/burn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2604:E Codes: Fire/burn:1.000 Diagnosis:10ccs238:Complic proc:1.000 Diagnosis:9ccs204:Ot joint dx:0.377 Diagnosis:9ccs242:Poisn ot med:0.377 Diagnosis:9ccs251:Abdomnl pain:0.276 Diagnosis:9ccs167:Breast dx:0.266 Diagnosis:9ccs59:Anemia:0.083 Diagnosis:9ccs197:Skin infectn:0.073 Diagnosis:9ccs222:Perint jaund:0.072 Maternal Diagnosis:9ccs10:Immuniz/scrn:0.071 Vital: BMI Percentile-gain5to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:-0.577 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.402 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.294 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.293 Diagnosis:9ccs204:Ot joint dx:0.268 Maternal Maternal Procedure History:S9470-otherPregnancy:-0.224 Maternal Maternal Lab History: FASTING-otherPregnancy:-0.218 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:-0.216 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.189 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:0.187 Diagnosis:9ccs233:Intracrn inj | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs233:Intracrn inj:1.000 Diagnosis:9ccs2:Septicemia:0.408 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.408 Diagnosis:9ccs83:Epilepsy/cnv:0.241 Maternal Maternal Lab History: ESTRIOL-postPregnancy:-0.178 Diagnosis:9ccs89:Blindness:0.172 Maternal Maternal Lab History: AFP-postPregnancy:-0.123 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.104 Diagnosis:9ccs250:Nausea/vomit:0.103 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:-0.101 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 5.669 [0.795 40.431] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:1.000 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.837 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.428 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.385 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.328 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.311 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.300 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.292 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.240 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.203 * Maternal Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 11.346 [1.025 125.601] | indivs AUC:0.509 Correlated most with: Maternal Diagnosis:9ccs95:Oth nerv dx:1.000 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.219 Diagnosis:9ccs141:Ot dx stomch:0.180 Maternal Maternal Lab History: POTASSIUM-postPregnancy:0.148 Maternal Maternal Lab History: MCV-postPregnancy:-0.134 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:-0.130 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.124 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:0.120 Diagnosis:9ccs219:Low birth wt:0.109 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:-0.108 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:1.000 Maternal Maternal Lab History: LDL-otherPregnancy:-0.635 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.605 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.488 Maternal Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:-0.452 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.355 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.351 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.266 Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:0.256 Maternal Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:0.256 Maternal Maternal Lab History: RETICULOCYTES-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: RETICULOCYTES-postPregnancy:1.000 Maternal Maternal Lab History: CHr(RETIC HGB CONTENT)-postPregnancy:1.000 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.644 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.643 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:0.607 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:0.538 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.500 Maternal Maternal Lab History: SEX HORMONE BINDING GLOBULIN-postPregnancy:-0.500 Maternal Maternal Lab History: UIBC-postPregnancy:-0.480 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.274 Maternal Maternal Lab History: LH-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: LH-postPregnancy:1.000 Maternal Maternal Lab History: FASTING-postPregnancy:-0.524 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:-0.453 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.388 Maternal Maternal Lab History: FASTING-otherPregnancy:-0.381 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.339 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.323 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.307 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.299 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.291 Maternal Maternal Procedure History:97035-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Procedure History:97035-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:-0.612 Maternal Maternal Lab History: FOLATE-postPregnancy:0.563 Maternal Maternal Procedure History:97001-postPregnancy:-0.559 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.500 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.500 Maternal Maternal Lab History: FREE T-4-postPregnancy:0.384 Maternal Maternal Lab History: URIC ACID-postPregnancy:-0.293 Maternal Diagnosis:9ccs62:Coag/hemr dx:-0.289 Maternal Maternal Procedure History:97530-postPregnancy:0.289 Maternal Maternal Diagnosis:10ccs258:Other screen-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:1.000 Maternal Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.661 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.645 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.577 Maternal Maternal Lab History: eGFR-otherPregnancy:-0.530 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.500 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.500 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.500 Maternal Maternal Procedure History:90658-postPregnancy:0.460 Diagnosis:9ccs118:Phlebitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs118:Phlebitis:1.000 Diagnosis:9ccs216:Nerv cong an:0.353 Newborn Diagnosis:9ccs96:Hrt valve dx:0.266 Diagnosis:9ccs83:Epilepsy/cnv:0.241 Diagnosis:9ccs211:Ot conn tiss:0.222 Diagnosis:9ccs143:Abdom hernia:0.141 Diagnosis:9ccs127:COPD:0.111 Diagnosis:9ccs113:Late eff CVD:0.106 Diagnosis:9ccs122:Pneumonia:0.087 Diagnosis:9ccs134:Ot uppr resp:0.085 Maternal Maternal Lab History: ESTRADIOL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ESTRADIOL-postPregnancy:1.000 Newborn Diagnosis:9ccs176:Contraceptiv:0.707 Diagnosis:9ccs188:Pelvic obstr:0.500 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.484 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.366 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.303 Maternal Maternal Lab History: LH-postPregnancy:-0.289 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.280 Maternal Diagnosis:9ccs149:Biliary dx:0.224 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.142 Diagnosis:9ccs2618:E Codes: Other specified and classifiable | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2618:E Codes: Other specified and classifiable:1.000 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.688 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.578 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.437 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.417 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.376 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.321 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.289 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.279 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.263 Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:1.000 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:-0.332 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.266 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:-0.263 Maternal Maternal Procedure History:90656-postPregnancy:-0.253 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:-0.204 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:-0.184 Diagnosis:9ccs153:GI hemorrhag:0.172 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.160 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.144 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:1.000 Maternal Maternal Lab History: CHOLIC ACID-postPregnancy:0.992 Maternal Maternal Lab History: BILE ACIDS-postPregnancy:0.989 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy:0.774 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:-0.535 Maternal Vital: Ht Percentile-otherPregnancy:-0.225 Maternal Maternal Lab History: LACTIC ACID-postPregnancy:0.204 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.183 Diagnosis:9ccs219:Low birth wt:0.171 Maternal Vital: Ht Percentile-postPregnancy:-0.159 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.661 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.645 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.577 Maternal Maternal Procedure History:90658-postPregnancy:0.544 Maternal Maternal Lab History: eGFR-otherPregnancy:-0.530 Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:0.500 Maternal Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:0.500 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.500 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.500 Maternal Maternal Lab History: GTT 90 MIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: GTT 90 MIN-postPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:0.423 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.163 Maternal Maternal Lab History: 2 HOUR-postPregnancy:-0.155 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.154 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.115 Maternal Maternal Lab History: VLDL-postPregnancy:0.111 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.104 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.100 Maternal Maternal Lab History: PT-postPregnancy:-0.086 Lab:306025 PPD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Lab:306025 PPD:1.000 Maternal Diagnosis:9ccs172:Ovarian cyst:0.364 Diagnosis:9ccs61:Sickle cell:0.272 Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.147 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.135 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.124 Maternal Maternal Procedure History:86703-postPregnancy:-0.114 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:0.088 Maternal Diagnosis:9ccs187:Malposition:0.082 Newborn Diagnosis:9ccs256:Exam/eval:0.082 Maternal Maternal Lab History: MICRO/CREAT RATIO-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: MICRO/CREAT RATIO-postPregnancy:1.000 Maternal Maternal Lab History: MICROALBUMIN-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.791 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.627 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.615 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.500 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.500 Maternal Maternal Diagnosis:10ccs4:Mycoses-postPregnancy:0.500 Maternal Vital: SpO2-postPregnancy:-0.429 Diagnosis:9ccs242:Poisn ot med:0.268 Maternal Maternal Lab History: FOLATE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: IRON-otherPregnancy:1.000 Maternal Maternal Lab History: FOLATE-otherPregnancy:1.000 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:1.000 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:1.000 Maternal Diagnosis:9ccs3:Oth bact inf:0.707 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.540 Maternal Maternal Lab History: TSH-otherPregnancy:0.500 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.500 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.484 Maternal Maternal Procedure History:96372-otherPregnancy:-0.474 Maternal Maternal Lab History: eGFR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: eGFR-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:-0.701 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:-0.684 Maternal Maternal Lab History: eGFR-postPregnancy:0.631 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:-0.612 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:-0.530 Maternal Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:-0.530 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:-0.530 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:-0.530 Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:-0.530 Maternal Maternal Lab History: VARICELLA IGM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: VARICELLA IGM-postPregnancy:1.000 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.479 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:-0.295 Newborn Diagnosis:9ccs221:Resp distres:0.289 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.267 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.266 Maternal Maternal Lab History: RUBELLA-postPregnancy:0.250 Maternal Maternal Procedure History:86580-postPregnancy:0.200 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.196 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.186 Maternal Maternal Lab History: PREVIOUS PAP RESULT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: PREVIOUS PAP RESULT-postPregnancy:1.000 Maternal Maternal Lab History: PO2-postPregnancy:-0.644 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.422 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.414 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.397 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.372 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:-0.365 Maternal Diagnosis:9ccs117:Ot circul dx:-0.354 Maternal Diagnosis:9ccs83:Epilepsy/cnv:-0.317 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:0.303 Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:1.000 Maternal Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.661 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.645 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.577 Maternal Maternal Lab History: eGFR-otherPregnancy:-0.530 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.500 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.500 Maternal Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.500 Maternal Maternal Procedure History:90658-postPregnancy:0.460 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.500 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.373 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:0.351 Maternal Vital: Ht Percentile-postPregnancy:0.217 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.217 Maternal Vital: Ht Percentile-otherPregnancy:0.208 Maternal Maternal Procedure History:36415-otherPregnancy:-0.180 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.156 Maternal Maternal Lab History: POLYS-otherPregnancy:0.135 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.511 Correlated most with: Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.384 Maternal Maternal Procedure History:81025-otherPregnancy:0.365 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.358 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.355 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.344 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.331 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.304 Maternal Vital: PL-otherPregnancy:-0.268 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.214 Maternal Diagnosis:9ccs24:Breast cancr | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs24:Breast cancr:1.000 Newborn Diagnosis:9ccs259:Unclassified:0.114 Diagnosis:9ccs127:COPD:0.111 Diagnosis:9ccs136:Teeth dx:0.084 Maternal Diagnosis:9ccs186:DM in preg:0.074 Diagnosis:9ccs197:Skin infectn:0.073 Diagnosis:9ccs4:Mycoses:0.071 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.058 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.058 MatDeliveryAge:0.055 Maternal Maternal Lab History: CHOLIC ACID-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: CHOLIC ACID-postPregnancy:1.000 Maternal Maternal Lab History: BILE ACIDS-postPregnancy:0.996 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.992 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy:0.813 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:-0.530 Diagnosis:9ccs219:Low birth wt:0.170 Maternal Vital: Ht Percentile-otherPregnancy:-0.161 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.158 Maternal Vital: Ht Percentile-postPregnancy:-0.151 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.147 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE POCT-otherPregnancy:0.874 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.520 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.512 Maternal Maternal Procedure History:93005-otherPregnancy:0.500 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.356 Maternal Diagnosis:9ccs194:Forceps del:0.354 Maternal Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:-0.354 Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.298 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.245 Maternal Diagnosis:9ccs122:Pneumonia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs122:Pneumonia:1.000 Maternal Diagnosis:9ccs126:Ot up rsp in:0.577 Maternal Diagnosis:9ccs106:Dysrhythmia:0.207 Maternal Diagnosis:9ccs59:Anemia:0.098 Diagnosis:9ccs58:Ot nutrit dx:0.075 Maternal Diagnosis:9ccs190:Fetal distrs:0.045 Maternal Diagnosis:9ccs185:Long pregncy:0.043 Diagnosis:9ccs126:Ot up rsp in:-0.040 Maternal Diagnosis:9ccs181:Ot preg comp:0.038 Newborn Diagnosis:9ccs224:Ot perint dx:0.038 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:1.000 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.556 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.500 Maternal Maternal Lab History: TSH-otherPregnancy:-0.500 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:-0.500 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.500 Maternal Maternal Lab History: FOLATE-otherPregnancy:-0.500 Maternal Maternal Lab History: IRON-otherPregnancy:-0.500 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.484 Maternal Maternal Procedure History:96372-otherPregnancy:0.474 Maternal Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.509 Correlated most with: Maternal Diagnosis:9ccs133:Oth low resp:1.000 Maternal Maternal Procedure History:J7300-postPregnancy:0.397 Maternal Maternal Procedure History:58300-postPregnancy:0.346 Diagnosis:9ccs234:Crush injury:0.138 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:-0.126 Maternal Diagnosis:9ccs259:Unclassified:0.126 Diagnosis:9ccs197:Skin infectn:0.103 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.075 Diagnosis:9ccs113:Late eff CVD:0.071 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:-0.063 Maternal Maternal Lab History: LACTIC ACID-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: LACTIC ACID-postPregnancy:1.000 Maternal Vital: Ht Percentile-otherPregnancy:-0.550 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.289 Maternal Maternal Diagnosis:9ccs219:Low birth wt-otherPregnancy:0.289 Maternal Maternal Lab History: LDH-postPregnancy:0.234 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:0.229 Maternal Diagnosis:9ccs149:Biliary dx:-0.224 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.204 Maternal Maternal Lab History: INR-postPregnancy:-0.188 Diagnosis:9ccs123:Influenza:0.183 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:1.000 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.866 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.750 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.506 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.500 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.500 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.500 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.487 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.464 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.447 Maternal Maternal Lab History: LEAD LEVEL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: LEAD LEVEL-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.152 Maternal Diagnosis:9ccs168:PID:0.148 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.141 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.138 Maternal Vital: BMI-postPregnancy:0.125 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.123 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.094 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.094 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:-0.092 Maternal Maternal Diagnosis:9ccs127:COPD-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.491 Correlated most with: Maternal Maternal Diagnosis:9ccs127:COPD-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.731 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.359 Maternal Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:-0.354 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.313 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.311 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:-0.250 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.248 Maternal Maternal Lab History: FREE T3-postPregnancy:-0.228 Maternal Maternal Lab History: FREE T3-otherPregnancy:-0.228 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:-0.612 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.506 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.500 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.500 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.500 Maternal Maternal Procedure History:97035-postPregnancy:0.500 Lab:323700 CULTURE THROAT W SENS - Sunrise:0.500 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.500 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.464 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.683 Newborn Diagnosis:9ccs220:Birth asphyx:-0.500 Maternal Maternal Lab History: T-3(Total)-otherPregnancy:-0.500 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.397 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.304 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.297 Maternal Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:0.289 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.254 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.253 Maternal Maternal Lab History: RETIC HGB-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: RETIC HGB-postPregnancy:1.000 Maternal Maternal Lab History: RET ABS-postPregnancy:-0.747 Maternal Maternal Lab History: RET %-postPregnancy:-0.746 Maternal Maternal Lab History: IRON-postPregnancy:0.404 Maternal Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:0.321 Maternal Maternal Diagnosis:10ccs84:Headache/mig-postPregnancy:-0.271 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.238 Maternal Maternal Lab History: FOLATE-postPregnancy:-0.233 Diagnosis:9ccs240:Burns:-0.228 Maternal Maternal Procedure History:97035-postPregnancy:-0.207 Vital: HC Percentile-avg16to19 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Procedure History:97014-postPregnancy:0.553 Maternal Maternal Procedure History:97110-postPregnancy:0.381 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.285 Diagnosis:9ccs2604:E Codes: Fire/burn:0.267 Diagnosis:10ccs238:Complic proc:0.267 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.138 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.136 Maternal Maternal Lab History: WEIGHT-postPregnancy:-0.132 Maternal Maternal Procedure History:97001-postPregnancy:0.127 Diagnosis:9ccs138:Esophgeal dx:-0.109 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: IRON-otherPregnancy:1.000 Maternal Maternal Lab History: FOLATE-otherPregnancy:1.000 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:1.000 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:1.000 Maternal Diagnosis:9ccs3:Oth bact inf:0.707 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.540 Maternal Maternal Lab History: TSH-otherPregnancy:0.500 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.500 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.484 Maternal Maternal Procedure History:96372-otherPregnancy:-0.474 Maternal Diagnosis:9ccs235:Opn wnd head | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs2603:E Codes: Fall:1.000 Maternal Diagnosis:10ccs58:Ot nutrit dx:1.000 Maternal Diagnosis:9ccs235:Opn wnd head:1.000 Maternal Diagnosis:9ccs239:Superfic inj:0.707 Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:0.500 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.447 Newborn Diagnosis:9ccs253:Allergy:0.315 Diagnosis:9ccs215:gu cong anom:0.249 Diagnosis:9ccs211:Ot conn tiss:0.222 Diagnosis:9ccs219:Low birth wt:0.195 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.600 Maternal Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.504 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.437 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.364 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.328 Maternal Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:0.315 Maternal Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:0.315 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.306 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:-0.293 Maternal Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs55:Fluid/elc dx:1.000 Diagnosis:9ccs94:Other ear dx:0.082 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs4:Mycoses:0.071 Diagnosis:9ccs10:Immuniz/scrn:-0.053 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.052 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.052 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.046 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.046 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.045 Vital: BP-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs215:gu cong anom:0.354 Diagnosis:9ccs214:GI cong anom:0.205 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:-0.160 Maternal Diagnosis:9ccs168:PID:-0.148 Diagnosis:9ccs247:Lymph enlarg:-0.142 Maternal Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.109 Maternal Maternal Procedure History:99401-postPregnancy:0.103 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.103 Diagnosis:9ccs224:Ot perint dx:0.095 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.091 Maternal Maternal Lab History: HERPES 1/2 IGM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: HERPES 1/2 IGM-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs180:Ectopic preg-postPregnancy:-0.577 Maternal Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:-0.500 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:-0.404 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.209 Maternal Maternal Procedure History:36415-postPregnancy:-0.177 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.172 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.159 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.156 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.153 Maternal Maternal Lab History: SEX HORMONE BINDING GLOBULIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: SEX HORMONE BINDING GLOBULIN-postPregnancy:1.000 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.500 Maternal Maternal Lab History: RETICULOCYTES-postPregnancy:-0.500 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:-0.500 Maternal Maternal Lab History: CHr(RETIC HGB CONTENT)-postPregnancy:-0.500 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.491 Maternal Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:-0.474 Maternal Maternal Lab History: FOLATE-postPregnancy:-0.392 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.282 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:0.279 Maternal Maternal Lab History: HBV DNA-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: HBV DNA-postPregnancy:1.000 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.298 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.194 Diagnosis:9ccs154:Gastroent:0.168 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:-0.155 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:-0.150 Maternal Maternal Procedure History:90656-postPregnancy:-0.144 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.137 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.119 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.115 Maternal Maternal Lab History: CHr(RETIC HGB CONTENT)-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: CHr(RETIC HGB CONTENT)-postPregnancy:1.000 Maternal Maternal Lab History: RETICULOCYTES-postPregnancy:1.000 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.644 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.643 Maternal Maternal Lab History: VITAMIN B-12-postPregnancy:0.607 Maternal Maternal Lab History: IRON % SATURATION-postPregnancy:0.538 Maternal Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.500 Maternal Maternal Lab History: SEX HORMONE BINDING GLOBULIN-postPregnancy:-0.500 Maternal Maternal Lab History: UIBC-postPregnancy:-0.480 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.274 Maternal Maternal Lab History: T-4-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: T-3 UPTAKE-postPregnancy:1.000 Maternal Maternal Lab History: T-4-postPregnancy:1.000 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.624 Maternal Maternal Lab History: T-3(Total)-postPregnancy:0.609 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.441 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.354 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.269 Maternal Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.258 Maternal Vital: Wt Change-otherPregnancy:0.238 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.225 Maternal Maternal Procedure History:93005-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Procedure History:93005-otherPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE POCT-otherPregnancy:0.608 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.557 Maternal Vital: Wt Percentile-otherPregnancy:-0.554 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.525 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.520 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.512 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy:0.500 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.413 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.356 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.639 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.634 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.632 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.627 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.615 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.519 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.508 Maternal Maternal Lab History: MICRO/CREAT RATIO-postPregnancy:0.500 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.500 Maternal Maternal Lab History: RET ABS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: RET ABS-postPregnancy:1.000 Maternal Maternal Lab History: RET %-postPregnancy:0.998 Maternal Maternal Lab History: RETIC HGB-postPregnancy:-0.747 Maternal Maternal Diagnosis:10ccs84:Headache/mig-postPregnancy:0.320 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:-0.278 Maternal Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:-0.261 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:-0.241 Maternal Maternal Lab History: FOLATE-postPregnancy:-0.239 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.222 Maternal Maternal Procedure History:97035-postPregnancy:-0.212 Maternal Maternal Lab History: HERPES I IgG-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: HERPES I IgG-otherPregnancy:1.000 Lab:323825 STREP SCREEN THROAT - Sunrise:0.548 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.445 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.386 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.386 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:-0.375 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.210 Maternal Maternal Lab History: HCG-otherPregnancy:-0.204 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.204 Diagnosis:9ccs76:Meningitis:0.190 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:-0.591 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:-0.264 Maternal Diagnosis:9ccs84:Headache/mig:0.236 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.232 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:-0.226 Maternal Vital: BMI-postPregnancy:-0.194 Maternal Vital: Ht Percentile-otherPregnancy:0.192 Maternal Maternal Lab History: ANION GAP-postPregnancy:0.185 Maternal Maternal Procedure History:90471-otherPregnancy:0.154 Maternal Diagnosis:9ccs93:Dizziness | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs93:Dizziness:1.000 Maternal Diagnosis:9ccs250:Nausea/vomit:0.499 Maternal Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:-0.354 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.274 Maternal Vital: PL-otherPregnancy:-0.178 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:-0.158 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.149 Diagnosis:9ccs258:Other screen:0.124 Maternal Maternal Lab History: WEIGHT-postPregnancy:-0.121 Maternal Vital: RR-postPregnancy:-0.119 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: IRON-otherPregnancy:1.000 Maternal Maternal Lab History: FOLATE-otherPregnancy:1.000 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:1.000 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:1.000 Maternal Diagnosis:9ccs3:Oth bact inf:0.707 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.540 Maternal Maternal Lab History: TSH-otherPregnancy:0.500 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.500 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.484 Maternal Maternal Procedure History:96372-otherPregnancy:-0.474 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.612 Maternal Maternal Lab History: SEX HORMONE BINDING GLOBULIN-postPregnancy:-0.500 Maternal Maternal Procedure History:97035-postPregnancy:-0.500 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.500 Maternal Maternal Lab History: Varicella IgG-postPregnancy:0.491 Maternal Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.474 Maternal Maternal Lab History: FOLATE-postPregnancy:0.392 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.345 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.293 Maternal Diagnosis:9ccs67:Subst-r mntl | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs67:Subst-r mntl:1.000 Maternal Diagnosis:9ccs239:Superfic inj:0.707 Maternal Diagnosis:9ccs2619:e codes: other specified- nec:0.707 Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:0.500 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.277 Maternal Maternal Lab History: LDH-postPregnancy:0.243 Maternal Maternal Lab History: PT-postPregnancy:-0.194 Maternal Maternal Lab History: URIC ACID-postPregnancy:-0.152 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.138 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:-0.133 Maternal Diagnosis:9ccs102:Chest pain | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs102:Chest pain:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.104 Maternal Diagnosis:9ccs184:Early labor:0.097 Newborn Diagnosis:9ccs219:Low birth wt:0.096 Newborn Diagnosis:9ccs256:Exam/eval:0.095 Diagnosis:9ccs259:Unclassified:0.091 Diagnosis:9ccs134:Ot uppr resp:0.085 Diagnosis:9ccs96:Hrt valve dx:0.077 Newborn Diagnosis:9ccs222:Perint jaund:0.073 Maternal Diagnosis:9ccs191:Amnios dx:0.072 Maternal Maternal Lab History: T-3(Total)-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: T-3(Total)-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.683 Newborn Diagnosis:9ccs220:Birth asphyx:0.500 Maternal Maternal Lab History: PROGESTERONE-otherPregnancy:-0.500 Maternal Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.500 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:-0.439 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:-0.433 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.408 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.397 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.396 Maternal Maternal Diagnosis:10ccs84:Headache/mig-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:10ccs84:Headache/mig-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:0.354 Maternal Maternal Lab History: RET ABS-postPregnancy:0.320 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.318 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.314 Maternal Maternal Lab History: RET %-postPregnancy:0.300 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.282 Maternal Maternal Lab History: RETIC HGB-postPregnancy:-0.271 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.219 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.205 Maternal Diagnosis:10ccs58:Ot nutrit dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs2603:E Codes: Fall:1.000 Maternal Diagnosis:10ccs58:Ot nutrit dx:1.000 Maternal Diagnosis:9ccs235:Opn wnd head:1.000 Maternal Diagnosis:9ccs239:Superfic inj:0.707 Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:0.500 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.447 Newborn Diagnosis:9ccs253:Allergy:0.315 Diagnosis:9ccs215:gu cong anom:0.249 Diagnosis:9ccs211:Ot conn tiss:0.222 Diagnosis:9ccs219:Low birth wt:0.195 Diagnosis:9ccs225:Joint injury | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs225:Joint injury:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.097 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.096 Diagnosis:9ccs239:Superfic inj:0.077 Newborn Diagnosis:9ccs222:Perint jaund:0.073 Diagnosis:9ccs197:Skin infectn:0.073 Diagnosis:9ccs222:Perint jaund:0.072 Diagnosis:9ccs4:Mycoses:0.071 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.046 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.046 Diagnosis:9ccs196:Nml preg/del | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs196:Nml preg/del:1.000 Diagnosis:9ccs2603:E Codes: Fall:0.120 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.072 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.072 Diagnosis:9ccs197:Skin infectn:0.046 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.045 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.045 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.043 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.043 Diagnosis:9ccs198:Ot infl skin:0.041 Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs221:Resp distres:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.152 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.152 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.099 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.098 Diagnosis:9ccs128:Asthma:0.095 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.090 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.090 Diagnosis:9ccs122:Pneumonia:0.087 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.086 Newborn Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs216:Nerv cong an:1.000 Diagnosis:9ccs16:Liver/ibd ca:0.707 Newborn Diagnosis:9ccs95:Oth nerv dx:0.315 Maternal Maternal Lab History: AFP-postPregnancy:0.305 Maternal Maternal Lab History: FASTING-postPregnancy:-0.293 Diagnosis:9ccs2:Septicemia:0.287 Diagnosis:9ccs216:Nerv cong an:0.248 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.149 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.139 Maternal Maternal Lab History: MONOS-otherPregnancy:0.115 Maternal Diagnosis:9ccs53:Hyperlipidem | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs53:Hyperlipidem:1.000 Maternal Vital: Wt Percentile-postPregnancy:0.229 Diagnosis:9ccs208:Acq foot def:0.171 Diagnosis:9ccs211:Ot conn tiss:0.125 Diagnosis:9ccs259:Unclassified:0.101 Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.096 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.095 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.084 Maternal Diagnosis:9ccs176:Contraceptiv:0.081 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:-0.074 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.533 Maternal Maternal Diagnosis:9ccs62:Coag/hemr dx-otherPregnancy:0.500 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.373 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:-0.362 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:0.351 Maternal Vital: Ht Percentile-postPregnancy:0.263 Maternal Vital: Ht Percentile-otherPregnancy:0.208 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.156 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.141 Maternal Maternal Lab History: IRON-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: IRON-otherPregnancy:1.000 Maternal Maternal Lab History: FOLATE-otherPregnancy:1.000 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:1.000 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:1.000 Maternal Diagnosis:9ccs3:Oth bact inf:0.707 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.540 Maternal Maternal Lab History: TSH-otherPregnancy:0.500 Maternal Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.500 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.484 Maternal Maternal Procedure History:96372-otherPregnancy:-0.474 Maternal Maternal Lab History: THYROGLOBULIN AB-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: THYROGLOBULIN AB-postPregnancy:1.000 Maternal Maternal Procedure History:97803-otherPregnancy:0.289 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.164 Newborn Diagnosis:9ccs223:Birth trauma:0.163 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:-0.138 Maternal Maternal Lab History: BASOPHIL-otherPregnancy:-0.124 Maternal Maternal Lab History: AST-otherPregnancy:-0.123 Newborn Diagnosis:9ccs94:Other ear dx:-0.096 Maternal Maternal Lab History: BUN-otherPregnancy:-0.094 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.084 Maternal Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.495 Correlated most with: Maternal Diagnosis:9ccs155:Other GI dx:1.000 Maternal Diagnosis:9ccs210:SLE:0.315 Maternal Diagnosis:9ccs204:Ot joint dx:0.315 Maternal Diagnosis:9ccs130:Pleurisy:0.315 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:-0.190 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.158 Maternal Diagnosis:9ccs128:Asthma:0.135 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.129 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:-0.129 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.115 Maternal Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-otherPregnancy:0.500 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.320 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:0.289 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:-0.258 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.250 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:-0.204 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:-0.192 Maternal Maternal Procedure History:90471-otherPregnancy:-0.191 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.176 Diagnosis:9ccs145:Int obstruct | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs145:Int obstruct:1.000 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.913 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.538 Maternal Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.500 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:-0.457 Maternal Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:-0.365 Diagnosis:9ccs214:GI cong anom:0.288 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:-0.199 Maternal Diagnosis:9ccs188:Pelvic obstr:0.178 Maternal Maternal Procedure History:86580-otherPregnancy:0.123 Diagnosis:9ccs199:Ulcer skin | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs199:Ulcer skin:1.000 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.370 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.348 Diagnosis:9ccs214:GI cong anom:0.288 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:-0.181 Maternal Diagnosis:9ccs188:Pelvic obstr:0.178 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.176 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.134 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.128 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.126 Maternal Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs3:Oth bact inf:1.000 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.764 Maternal Maternal Lab History: VITAMIN B-12-otherPregnancy:0.707 Maternal Maternal Lab History: FOLATE-otherPregnancy:0.707 Maternal Maternal Lab History: IRON-otherPregnancy:0.707 Maternal Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:0.707 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.577 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.477 Maternal Maternal Lab History: HCG-otherPregnancy:0.348 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.337 Diagnosis:9ccs16:Liver/ibd ca | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs16:Liver/ibd ca:1.000 Newborn Diagnosis:9ccs216:Nerv cong an:0.707 Newborn Diagnosis:9ccs95:Oth nerv dx:0.447 Diagnosis:9ccs216:Nerv cong an:0.353 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.142 Maternal Maternal Lab History: LDH-postPregnancy:-0.119 Maternal Maternal Lab History: MPV-postPregnancy:0.118 Maternal Maternal Lab History: URINE PH-postPregnancy:-0.105 Diagnosis:9ccs250:Nausea/vomit:0.103 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:0.094 Maternal Diagnosis:9ccs2603:E Codes: Fall | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs2603:E Codes: Fall:1.000 Maternal Diagnosis:10ccs58:Ot nutrit dx:1.000 Maternal Diagnosis:9ccs235:Opn wnd head:1.000 Maternal Diagnosis:9ccs239:Superfic inj:0.707 Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:0.500 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.447 Newborn Diagnosis:9ccs253:Allergy:0.315 Diagnosis:9ccs215:gu cong anom:0.249 Diagnosis:9ccs211:Ot conn tiss:0.222 Diagnosis:9ccs219:Low birth wt:0.195 Maternal Vital: PEF-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.509 Correlated most with: Maternal Vital: PEF-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.612 Maternal Maternal Lab History: FREE T3-postPregnancy:0.559 Maternal Maternal Lab History: FREE T3-otherPregnancy:0.558 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.516 Maternal Maternal Lab History: HEMOGLOBIN S-otherPregnancy:0.500 Maternal Maternal Procedure History:90746-postPregnancy:-0.458 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.412 Maternal Maternal Procedure History:86580-postPregnancy:-0.403 Maternal Maternal Lab History: FREE T-4-otherPregnancy:0.303 Maternal Maternal Lab History: MICROALBUMIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: MICRO/CREAT RATIO-postPregnancy:1.000 Maternal Maternal Lab History: MICROALBUMIN-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.791 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.627 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.615 Maternal Maternal Diagnosis:10ccs4:Mycoses-postPregnancy:0.500 Maternal Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.500 Maternal Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.500 Maternal Vital: SpO2-postPregnancy:-0.429 Diagnosis:9ccs242:Poisn ot med:0.268 Maternal Maternal Lab History: METAMYELOCYTE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: METAMYELOCYTE-otherPregnancy:1.000 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:-0.694 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.560 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.400 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.395 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:-0.326 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.311 Maternal Maternal Procedure History:S9470-otherPregnancy:0.276 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.235 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.194 Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.540 Maternal Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:-0.535 Maternal Maternal Lab History: CHOLIC ACID-postPregnancy:-0.530 Maternal Maternal Lab History: BILE ACIDS-postPregnancy:-0.529 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.423 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy:-0.414 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.196 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.187 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.177 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:0.500 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:0.289 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.250 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.210 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.176 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:-0.161 Maternal Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.157 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.156 Maternal Maternal Procedure History:90471-otherPregnancy:-0.154 Diagnosis:10ccs238:Complic proc | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2604:E Codes: Fire/burn:1.000 Diagnosis:10ccs238:Complic proc:1.000 Diagnosis:9ccs204:Ot joint dx:0.377 Diagnosis:9ccs242:Poisn ot med:0.377 Diagnosis:9ccs251:Abdomnl pain:0.276 Diagnosis:9ccs167:Breast dx:0.266 Diagnosis:9ccs59:Anemia:0.083 Diagnosis:9ccs197:Skin infectn:0.073 Diagnosis:9ccs222:Perint jaund:0.072 Maternal Diagnosis:9ccs10:Immuniz/scrn:0.071 Newborn Diagnosis:9ccs197:Skin infectn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs197:Skin infectn:1.000 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.652 Maternal Diagnosis:9ccs75:Hx mental dx:0.577 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.295 Maternal Maternal Procedure History:90471-otherPregnancy:0.218 Diagnosis:9ccs209:Ot acq defor:0.181 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.176 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.173 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:-0.149 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.142 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:1.000 Maternal Maternal Procedure History:96372-otherPregnancy:0.548 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-otherPregnancy:0.289 Maternal Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:0.289 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.250 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.193 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.186 Maternal Maternal Procedure History:36415-otherPregnancy:-0.156 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:-0.153 Maternal Maternal Procedure History:86703-otherPregnancy:-0.145 Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs89:Blindness-postPregnancy:1.000 Maternal Maternal Procedure History:97035-postPregnancy:-0.612 Maternal Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.612 Maternal Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.612 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.438 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.423 Maternal Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.354 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.341 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.338 Maternal Maternal Procedure History:97014-postPregnancy:-0.299 Newborn Diagnosis:9ccs5:HIV infectn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs5:HIV infectn:1.000 Maternal Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.707 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:0.475 Maternal Diagnosis:9ccs5:HIV infectn:0.408 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.384 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.383 Diagnosis:9ccs216:Nerv cong an:0.353 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.338 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:-0.319 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:-0.318 Diagnosis:9ccs252:Fatigue | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs252:Fatigue:1.000 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.336 Diagnosis:9ccs208:Acq foot def:0.301 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.289 Maternal Maternal Lab History: MONOS-otherPregnancy:0.266 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.238 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.215 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.192 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.191 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:-0.183 Vital : 0.737090913928 Number of Visits : 0.0070514261125 MatDeliveryAge : 0.00573911735691 Maternal Vital : 0.0279513587902 Maternal Maternal Lab History : 0.0943195855643 Census : 0.0730722508627 Maternal Diagnosis : 0.0119885824021 Maternal Maternal Diagnosis : 0.0130989849543 Diagnosis : 0.0203334309265 Maternal Maternal Procedure History : 0.00504628726367 Lab : 0.00150397951891 Newborn Diagnosis : 0.00280408232004 Time to run analysis 2:08:42.780996 Total Time elapsed 13:06:12.361476 ----------------------------------------------------- girls no_min no_census lasso regression Running batch 1 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 2, alpha = 0.001, R^2 train: 0.972, R^2 test: -0.688 Bootstrap CV 2, alpha = 0.005, R^2 train: 0.887, R^2 test: -0.096 Bootstrap CV 2, alpha = 0.01, R^2 train: 0.798, R^2 test: 0.130 Bootstrap CV 2, alpha = 0.1, R^2 train: 0.392, R^2 test: 0.276 best alpha via bootstrap CV: 0.1 AUC Train: 0.813, Explained Variance Score Train: 0.392 AUC Validation: 0.830, Explained Variance Score Validation: 0.278 AUC Test: 0.812, Explained Variance Score Test: 0.347
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 1, alpha = 0.001, R^2 train: 0.900, R^2 test: -0.884 Bootstrap CV 1, alpha = 0.005, R^2 train: 0.758, R^2 test: 0.069 Bootstrap CV 1, alpha = 0.01, R^2 train: 0.636, R^2 test: 0.222 Bootstrap CV 1, alpha = 0.1, R^2 train: 0.340, R^2 test: 0.345 best alpha via bootstrap CV: 0.1 AUC Train: 0.822, Explained Variance Score Train: 0.340 AUC Validation: 0.900, Explained Variance Score Validation: 0.347 AUC Test: 0.810, Explained Variance Score Test: 0.342
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 0, alpha = 0.001, R^2 train: 0.954, R^2 test: -0.530 Bootstrap CV 0, alpha = 0.005, R^2 train: 0.834, R^2 test: -0.046 Bootstrap CV 0, alpha = 0.01, R^2 train: 0.727, R^2 test: 0.067 Bootstrap CV 0, alpha = 0.1, R^2 train: 0.322, R^2 test: 0.233 best alpha via bootstrap CV: 0.1 AUC Train: 0.790, Explained Variance Score Train: 0.322 AUC Validation: 0.708, Explained Variance Score Validation: 0.234 AUC Test: 0.811, Explained Variance Score Test: 0.287 Bootstrap CV 8, alpha = 0.001, R^2 train: 0.964, R^2 test: -0.185 Bootstrap CV 8, alpha = 0.005, R^2 train: 0.847, R^2 test: 0.160 Bootstrap CV 8, alpha = 0.01, R^2 train: 0.767, R^2 test: 0.230 Bootstrap CV 8, alpha = 0.1, R^2 train: 0.337, R^2 test: 0.282 best alpha via bootstrap CV: 0.1 AUC Train: 0.823, Explained Variance Score Train: 0.337 AUC Validation: 0.862, Explained Variance Score Validation: 0.283 AUC Test: 0.802, Explained Variance Score Test: 0.306
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 5, alpha = 0.001, R^2 train: 0.949, R^2 test: -1.436 Bootstrap CV 5, alpha = 0.005, R^2 train: 0.840, R^2 test: -0.370 Bootstrap CV 5, alpha = 0.01, R^2 train: 0.769, R^2 test: -0.107 Bootstrap CV 5, alpha = 0.1, R^2 train: 0.450, R^2 test: 0.164 best alpha via bootstrap CV: 0.1 AUC Train: 0.828, Explained Variance Score Train: 0.450 AUC Validation: 0.692, Explained Variance Score Validation: 0.166 AUC Test: 0.815, Explained Variance Score Test: 0.384 Bootstrap CV 6, alpha = 0.001, R^2 train: 0.928, R^2 test: -0.295 Bootstrap CV 6, alpha = 0.005, R^2 train: 0.786, R^2 test: 0.109 Bootstrap CV 6, alpha = 0.01, R^2 train: 0.682, R^2 test: 0.136 Bootstrap CV 6, alpha = 0.1, R^2 train: 0.329, R^2 test: 0.295 best alpha via bootstrap CV: 0.1 AUC Train: 0.777, Explained Variance Score Train: 0.329 AUC Validation: 0.739, Explained Variance Score Validation: 0.312 AUC Test: 0.814, Explained Variance Score Test: 0.319 Bootstrap CV 4, alpha = 0.001, R^2 train: 0.930, R^2 test: -1.437 Bootstrap CV 4, alpha = 0.005, R^2 train: 0.795, R^2 test: 0.012 Bootstrap CV 4, alpha = 0.01, R^2 train: 0.694, R^2 test: 0.209 Bootstrap CV 4, alpha = 0.1, R^2 train: 0.360, R^2 test: 0.236 best alpha via bootstrap CV: 0.1 AUC Train: 0.803, Explained Variance Score Train: 0.360 AUC Validation: 0.734, Explained Variance Score Validation: 0.238 AUC Test: 0.801, Explained Variance Score Test: 0.319 Bootstrap CV 3, alpha = 0.001, R^2 train: 0.938, R^2 test: -1.858 Bootstrap CV 3, alpha = 0.005, R^2 train: 0.803, R^2 test: -0.293 Bootstrap CV 3, alpha = 0.01, R^2 train: 0.706, R^2 test: -0.120 Bootstrap CV 3, alpha = 0.1, R^2 train: 0.426, R^2 test: 0.185 best alpha via bootstrap CV: 0.1 AUC Train: 0.864, Explained Variance Score Train: 0.426 AUC Validation: 0.719, Explained Variance Score Validation: 0.187 AUC Test: 0.803, Explained Variance Score Test: 0.311 Bootstrap CV 14, alpha = 0.001, R^2 train: 0.941, R^2 test: -1.362 Bootstrap CV 14, alpha = 0.005, R^2 train: 0.737, R^2 test: 0.010 Bootstrap CV 14, alpha = 0.01, R^2 train: 0.628, R^2 test: 0.108 Bootstrap CV 14, alpha = 0.1, R^2 train: 0.307, R^2 test: 0.267 best alpha via bootstrap CV: 0.1 AUC Train: 0.758, Explained Variance Score Train: 0.307 AUC Validation: 0.756, Explained Variance Score Validation: 0.291 AUC Test: 0.800, Explained Variance Score Test: 0.317 Bootstrap CV 12, alpha = 0.001, R^2 train: 0.923, R^2 test: -0.720 Bootstrap CV 12, alpha = 0.005, R^2 train: 0.812, R^2 test: -0.108 Bootstrap CV 12, alpha = 0.01, R^2 train: 0.693, R^2 test: 0.003 Bootstrap CV 12, alpha = 0.1, R^2 train: 0.333, R^2 test: 0.290 best alpha via bootstrap CV: 0.1 AUC Train: 0.725, Explained Variance Score Train: 0.333 AUC Validation: 0.830, Explained Variance Score Validation: 0.307 AUC Test: 0.803, Explained Variance Score Test: 0.342 Bootstrap CV 10, alpha = 0.001, R^2 train: 0.939, R^2 test: -0.907 Bootstrap CV 10, alpha = 0.005, R^2 train: 0.744, R^2 test: 0.056 Bootstrap CV 10, alpha = 0.01, R^2 train: 0.650, R^2 test: 0.232 Bootstrap CV 10, alpha = 0.1, R^2 train: 0.343, R^2 test: 0.293 best alpha via bootstrap CV: 0.1 AUC Train: 0.771, Explained Variance Score Train: 0.343 AUC Validation: 0.719, Explained Variance Score Validation: 0.293 AUC Test: 0.791, Explained Variance Score Test: 0.289 Bootstrap CV 7, alpha = 0.001, R^2 train: 0.944, R^2 test: -2.319 Bootstrap CV 7, alpha = 0.005, R^2 train: 0.801, R^2 test: -0.522 Bootstrap CV 7, alpha = 0.01, R^2 train: 0.696, R^2 test: -0.188 Bootstrap CV 7, alpha = 0.1, R^2 train: 0.288, R^2 test: 0.210 best alpha via bootstrap CV: 0.1 AUC Train: 0.797, Explained Variance Score Train: 0.288 AUC Validation: 0.654, Explained Variance Score Validation: 0.225 AUC Test: 0.818, Explained Variance Score Test: 0.316 Bootstrap CV 13, alpha = 0.001, R^2 train: 0.974, R^2 test: -2.112 Bootstrap CV 13, alpha = 0.005, R^2 train: 0.857, R^2 test: -0.469 Bootstrap CV 13, alpha = 0.01, R^2 train: 0.743, R^2 test: -0.014 Bootstrap CV 13, alpha = 0.1, R^2 train: 0.386, R^2 test: 0.207 best alpha via bootstrap CV: 0.1 AUC Train: 0.754, Explained Variance Score Train: 0.386 AUC Validation: 0.949, Explained Variance Score Validation: 0.294 AUC Test: 0.825, Explained Variance Score Test: 0.379 Bootstrap CV 11, alpha = 0.001, R^2 train: 0.955, R^2 test: -0.744 Bootstrap CV 11, alpha = 0.005, R^2 train: 0.807, R^2 test: -0.039 Bootstrap CV 11, alpha = 0.01, R^2 train: 0.695, R^2 test: 0.095 Bootstrap CV 11, alpha = 0.1, R^2 train: 0.413, R^2 test: 0.200 best alpha via bootstrap CV: 0.1 AUC Train: 0.844, Explained Variance Score Train: 0.413 AUC Validation: 0.720, Explained Variance Score Validation: 0.200 AUC Test: 0.795, Explained Variance Score Test: 0.320 Bootstrap CV 15, alpha = 0.001, R^2 train: 0.934, R^2 test: -0.670 Bootstrap CV 15, alpha = 0.005, R^2 train: 0.828, R^2 test: -0.058 Bootstrap CV 15, alpha = 0.01, R^2 train: 0.735, R^2 test: 0.208 Bootstrap CV 15, alpha = 0.1, R^2 train: 0.368, R^2 test: 0.441 best alpha via bootstrap CV: 0.1 AUC Train: 0.834, Explained Variance Score Train: 0.368 AUC Validation: 0.806, Explained Variance Score Validation: 0.449 AUC Test: 0.827, Explained Variance Score Test: 0.370 Bootstrap CV 9, alpha = 0.001, R^2 train: 0.956, R^2 test: -0.445 Bootstrap CV 9, alpha = 0.005, R^2 train: 0.805, R^2 test: -0.047 Bootstrap CV 9, alpha = 0.01, R^2 train: 0.665, R^2 test: 0.086 Bootstrap CV 9, alpha = 0.1, R^2 train: 0.343, R^2 test: 0.170 best alpha via bootstrap CV: 0.1 AUC Train: 0.781, Explained Variance Score Train: 0.343 AUC Validation: 0.690, Explained Variance Score Validation: 0.174 AUC Test: 0.785, Explained Variance Score Test: 0.283 Running batch 2 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 16, alpha = 0.001, R^2 train: 0.892, R^2 test: -1.363 Bootstrap CV 16, alpha = 0.005, R^2 train: 0.679, R^2 test: -0.046 Bootstrap CV 16, alpha = 0.01, R^2 train: 0.542, R^2 test: 0.122 Bootstrap CV 16, alpha = 0.1, R^2 train: 0.276, R^2 test: 0.166 best alpha via bootstrap CV: 0.1 AUC Train: 0.809, Explained Variance Score Train: 0.276 AUC Validation: 0.735, Explained Variance Score Validation: 0.168 AUC Test: 0.800, Explained Variance Score Test: 0.289
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 22, alpha = 0.001, R^2 train: 0.877, R^2 test: -0.748 Bootstrap CV 22, alpha = 0.005, R^2 train: 0.683, R^2 test: 0.074 Bootstrap CV 22, alpha = 0.01, R^2 train: 0.562, R^2 test: 0.158 Bootstrap CV 22, alpha = 0.1, R^2 train: 0.213, R^2 test: 0.180 best alpha via bootstrap CV: 0.1 AUC Train: 0.721, Explained Variance Score Train: 0.213 AUC Validation: 0.756, Explained Variance Score Validation: 0.182 AUC Test: 0.806, Explained Variance Score Test: 0.242
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 20, alpha = 0.001, R^2 train: 0.942, R^2 test: -0.708 Bootstrap CV 20, alpha = 0.005, R^2 train: 0.801, R^2 test: -0.031 Bootstrap CV 20, alpha = 0.01, R^2 train: 0.691, R^2 test: 0.137 Bootstrap CV 20, alpha = 0.1, R^2 train: 0.329, R^2 test: 0.274 best alpha via bootstrap CV: 0.1 AUC Train: 0.803, Explained Variance Score Train: 0.329 AUC Validation: 0.771, Explained Variance Score Validation: 0.275 AUC Test: 0.799, Explained Variance Score Test: 0.326
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 23, alpha = 0.001, R^2 train: 0.822, R^2 test: -0.724 Bootstrap CV 23, alpha = 0.005, R^2 train: 0.671, R^2 test: -0.023 Bootstrap CV 23, alpha = 0.01, R^2 train: 0.573, R^2 test: 0.074 Bootstrap CV 23, alpha = 0.1, R^2 train: 0.231, R^2 test: 0.258 best alpha via bootstrap CV: 0.1 AUC Train: 0.790, Explained Variance Score Train: 0.231 AUC Validation: 0.772, Explained Variance Score Validation: 0.261 AUC Test: 0.789, Explained Variance Score Test: 0.261 Bootstrap CV 17, alpha = 0.001, R^2 train: 0.972, R^2 test: -2.097 Bootstrap CV 17, alpha = 0.005, R^2 train: 0.866, R^2 test: -1.236 Bootstrap CV 17, alpha = 0.01, R^2 train: 0.767, R^2 test: -0.587 Bootstrap CV 17, alpha = 0.1, R^2 train: 0.377, R^2 test: 0.221 best alpha via bootstrap CV: 0.1 AUC Train: 0.785, Explained Variance Score Train: 0.377 AUC Validation: 0.764, Explained Variance Score Validation: 0.250 AUC Test: 0.820, Explained Variance Score Test: 0.347 Bootstrap CV 18, alpha = 0.001, R^2 train: 0.930, R^2 test: -1.281 Bootstrap CV 18, alpha = 0.005, R^2 train: 0.763, R^2 test: -0.023 Bootstrap CV 18, alpha = 0.01, R^2 train: 0.640, R^2 test: 0.084 Bootstrap CV 18, alpha = 0.1, R^2 train: 0.279, R^2 test: 0.159 best alpha via bootstrap CV: 0.1 AUC Train: 0.735, Explained Variance Score Train: 0.279 AUC Validation: 0.807, Explained Variance Score Validation: 0.217 AUC Test: 0.796, Explained Variance Score Test: 0.299
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 24, alpha = 0.001, R^2 train: 0.966, R^2 test: -0.753 Bootstrap CV 24, alpha = 0.005, R^2 train: 0.836, R^2 test: -0.126 Bootstrap CV 24, alpha = 0.01, R^2 train: 0.735, R^2 test: 0.063 Bootstrap CV 24, alpha = 0.1, R^2 train: 0.371, R^2 test: 0.243 best alpha via bootstrap CV: 0.1 AUC Train: 0.810, Explained Variance Score Train: 0.371 AUC Validation: 0.690, Explained Variance Score Validation: 0.249 AUC Test: 0.802, Explained Variance Score Test: 0.298
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 25, alpha = 0.001, R^2 train: 0.965, R^2 test: -1.272 Bootstrap CV 25, alpha = 0.005, R^2 train: 0.810, R^2 test: -0.215 Bootstrap CV 25, alpha = 0.01, R^2 train: 0.709, R^2 test: 0.076 Bootstrap CV 25, alpha = 0.1, R^2 train: 0.328, R^2 test: 0.218 best alpha via bootstrap CV: 0.1 AUC Train: 0.782, Explained Variance Score Train: 0.328 AUC Validation: 0.851, Explained Variance Score Validation: 0.228 AUC Test: 0.812, Explained Variance Score Test: 0.325 Bootstrap CV 26, alpha = 0.001, R^2 train: 0.974, R^2 test: -0.290 Bootstrap CV 26, alpha = 0.005, R^2 train: 0.863, R^2 test: 0.085 Bootstrap CV 26, alpha = 0.01, R^2 train: 0.771, R^2 test: 0.207 Bootstrap CV 26, alpha = 0.1, R^2 train: 0.445, R^2 test: 0.333 best alpha via bootstrap CV: 0.1 AUC Train: 0.755, Explained Variance Score Train: 0.445 AUC Validation: 0.800, Explained Variance Score Validation: 0.334 AUC Test: 0.815, Explained Variance Score Test: 0.364
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 21, alpha = 0.001, R^2 train: 0.938, R^2 test: -0.610 Bootstrap CV 21, alpha = 0.005, R^2 train: 0.828, R^2 test: 0.084 Bootstrap CV 21, alpha = 0.01, R^2 train: 0.735, R^2 test: 0.246 Bootstrap CV 21, alpha = 0.1, R^2 train: 0.391, R^2 test: 0.377 best alpha via bootstrap CV: 0.1 AUC Train: 0.769, Explained Variance Score Train: 0.391 AUC Validation: 0.790, Explained Variance Score Validation: 0.386 AUC Test: 0.794, Explained Variance Score Test: 0.331 Bootstrap CV 19, alpha = 0.001, R^2 train: 0.968, R^2 test: -1.650 Bootstrap CV 19, alpha = 0.005, R^2 train: 0.821, R^2 test: -0.403 Bootstrap CV 19, alpha = 0.01, R^2 train: 0.727, R^2 test: -0.086 Bootstrap CV 19, alpha = 0.1, R^2 train: 0.348, R^2 test: 0.236 best alpha via bootstrap CV: 0.1 AUC Train: 0.849, Explained Variance Score Train: 0.348 AUC Validation: 0.740, Explained Variance Score Validation: 0.245 AUC Test: 0.785, Explained Variance Score Test: 0.289 Bootstrap CV 29, alpha = 0.001, R^2 train: 0.967, R^2 test: -0.939 Bootstrap CV 29, alpha = 0.005, R^2 train: 0.837, R^2 test: 0.052 Bootstrap CV 29, alpha = 0.01, R^2 train: 0.754, R^2 test: 0.182 Bootstrap CV 29, alpha = 0.1, R^2 train: 0.445, R^2 test: 0.222 best alpha via bootstrap CV: 0.1 AUC Train: 0.831, Explained Variance Score Train: 0.445 AUC Validation: 0.757, Explained Variance Score Validation: 0.224 AUC Test: 0.805, Explained Variance Score Test: 0.357 Bootstrap CV 27, alpha = 0.001, R^2 train: 0.909, R^2 test: -1.692 Bootstrap CV 27, alpha = 0.005, R^2 train: 0.750, R^2 test: -0.178 Bootstrap CV 27, alpha = 0.01, R^2 train: 0.643, R^2 test: -0.012 Bootstrap CV 27, alpha = 0.1, R^2 train: 0.362, R^2 test: 0.253 best alpha via bootstrap CV: 0.1 AUC Train: 0.768, Explained Variance Score Train: 0.362 AUC Validation: 0.787, Explained Variance Score Validation: 0.257 AUC Test: 0.810, Explained Variance Score Test: 0.312 Bootstrap CV 31, alpha = 0.001, R^2 train: 0.902, R^2 test: -0.992 Bootstrap CV 31, alpha = 0.005, R^2 train: 0.737, R^2 test: -0.090 Bootstrap CV 31, alpha = 0.01, R^2 train: 0.615, R^2 test: 0.085 Bootstrap CV 31, alpha = 0.1, R^2 train: 0.338, R^2 test: 0.216 best alpha via bootstrap CV: 0.1 AUC Train: 0.763, Explained Variance Score Train: 0.338 AUC Validation: 0.799, Explained Variance Score Validation: 0.217 AUC Test: 0.803, Explained Variance Score Test: 0.310 Bootstrap CV 30, alpha = 0.001, R^2 train: 0.923, R^2 test: -0.878 Bootstrap CV 30, alpha = 0.005, R^2 train: 0.804, R^2 test: -0.161 Bootstrap CV 30, alpha = 0.01, R^2 train: 0.730, R^2 test: -0.023 Bootstrap CV 30, alpha = 0.1, R^2 train: 0.424, R^2 test: 0.229 best alpha via bootstrap CV: 0.1 AUC Train: 0.894, Explained Variance Score Train: 0.424 AUC Validation: 0.710, Explained Variance Score Validation: 0.238 AUC Test: 0.812, Explained Variance Score Test: 0.289 Bootstrap CV 28, alpha = 0.001, R^2 train: 0.959, R^2 test: -1.327 Bootstrap CV 28, alpha = 0.005, R^2 train: 0.833, R^2 test: -0.374 Bootstrap CV 28, alpha = 0.01, R^2 train: 0.744, R^2 test: -0.196 Bootstrap CV 28, alpha = 0.1, R^2 train: 0.366, R^2 test: 0.299 best alpha via bootstrap CV: 0.1 AUC Train: 0.774, Explained Variance Score Train: 0.366 AUC Validation: 0.847, Explained Variance Score Validation: 0.356 AUC Test: 0.812, Explained Variance Score Test: 0.316 Running batch 3 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 33, alpha = 0.001, R^2 train: 0.961, R^2 test: -1.221 Bootstrap CV 33, alpha = 0.005, R^2 train: 0.826, R^2 test: -0.271 Bootstrap CV 33, alpha = 0.01, R^2 train: 0.736, R^2 test: -0.033 Bootstrap CV 33, alpha = 0.1, R^2 train: 0.396, R^2 test: 0.221 best alpha via bootstrap CV: 0.1 AUC Train: 0.798, Explained Variance Score Train: 0.396 AUC Validation: 0.666, Explained Variance Score Validation: 0.227 AUC Test: 0.814, Explained Variance Score Test: 0.343 Bootstrap CV 35, alpha = 0.001, R^2 train: 0.953, R^2 test: -1.705 Bootstrap CV 35, alpha = 0.005, R^2 train: 0.798, R^2 test: -0.277 Bootstrap CV 35, alpha = 0.01, R^2 train: 0.665, R^2 test: -0.027 Bootstrap CV 35, alpha = 0.1, R^2 train: 0.333, R^2 test: 0.276 best alpha via bootstrap CV: 0.1 AUC Train: 0.770, Explained Variance Score Train: 0.333 AUC Validation: 0.833, Explained Variance Score Validation: 0.278 AUC Test: 0.804, Explained Variance Score Test: 0.335
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 32, alpha = 0.001, R^2 train: 0.932, R^2 test: -1.585 Bootstrap CV 32, alpha = 0.005, R^2 train: 0.761, R^2 test: 0.043 Bootstrap CV 32, alpha = 0.01, R^2 train: 0.678, R^2 test: 0.183 Bootstrap CV 32, alpha = 0.1, R^2 train: 0.399, R^2 test: 0.357 best alpha via bootstrap CV: 0.1 AUC Train: 0.838, Explained Variance Score Train: 0.399 AUC Validation: 0.807, Explained Variance Score Validation: 0.358 AUC Test: 0.815, Explained Variance Score Test: 0.355
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 38, alpha = 0.001, R^2 train: 0.827, R^2 test: -1.995 Bootstrap CV 38, alpha = 0.005, R^2 train: 0.638, R^2 test: -0.128 Bootstrap CV 38, alpha = 0.01, R^2 train: 0.553, R^2 test: 0.094 Bootstrap CV 38, alpha = 0.1, R^2 train: 0.306, R^2 test: 0.274 best alpha via bootstrap CV: 0.1 AUC Train: 0.856, Explained Variance Score Train: 0.306 AUC Validation: 0.746, Explained Variance Score Validation: 0.283 AUC Test: 0.805, Explained Variance Score Test: 0.324
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 39, alpha = 0.001, R^2 train: 0.946, R^2 test: -0.671 Bootstrap CV 39, alpha = 0.005, R^2 train: 0.807, R^2 test: -0.153 Bootstrap CV 39, alpha = 0.01, R^2 train: 0.723, R^2 test: 0.015 Bootstrap CV 39, alpha = 0.1, R^2 train: 0.437, R^2 test: 0.183 best alpha via bootstrap CV: 0.1 AUC Train: 0.832, Explained Variance Score Train: 0.437 AUC Validation: 0.658, Explained Variance Score Validation: 0.183 AUC Test: 0.816, Explained Variance Score Test: 0.346
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 41, alpha = 0.001, R^2 train: 0.937, R^2 test: -1.380 Bootstrap CV 41, alpha = 0.005, R^2 train: 0.779, R^2 test: -0.013 Bootstrap CV 41, alpha = 0.01, R^2 train: 0.685, R^2 test: 0.143 Bootstrap CV 41, alpha = 0.1, R^2 train: 0.344, R^2 test: 0.306 best alpha via bootstrap CV: 0.1 AUC Train: 0.745, Explained Variance Score Train: 0.344 AUC Validation: 0.785, Explained Variance Score Validation: 0.307 AUC Test: 0.794, Explained Variance Score Test: 0.302 Bootstrap CV 34, alpha = 0.001, R^2 train: 0.912, R^2 test: -1.316 Bootstrap CV 34, alpha = 0.005, R^2 train: 0.771, R^2 test: -0.062 Bootstrap CV 34, alpha = 0.01, R^2 train: 0.655, R^2 test: 0.138 Bootstrap CV 34, alpha = 0.1, R^2 train: 0.348, R^2 test: 0.266 best alpha via bootstrap CV: 0.1 AUC Train: 0.797, Explained Variance Score Train: 0.348 AUC Validation: 0.823, Explained Variance Score Validation: 0.266 AUC Test: 0.809, Explained Variance Score Test: 0.333 Bootstrap CV 37, alpha = 0.001, R^2 train: 0.963, R^2 test: -1.339 Bootstrap CV 37, alpha = 0.005, R^2 train: 0.824, R^2 test: -0.312 Bootstrap CV 37, alpha = 0.01, R^2 train: 0.724, R^2 test: -0.105 Bootstrap CV 37, alpha = 0.1, R^2 train: 0.411, R^2 test: 0.172 best alpha via bootstrap CV: 0.1 AUC Train: 0.877, Explained Variance Score Train: 0.411 AUC Validation: 0.644, Explained Variance Score Validation: 0.172 AUC Test: 0.803, Explained Variance Score Test: 0.326 Bootstrap CV 36, alpha = 0.001, R^2 train: 0.912, R^2 test: -0.917 Bootstrap CV 36, alpha = 0.005, R^2 train: 0.752, R^2 test: 0.123 Bootstrap CV 36, alpha = 0.01, R^2 train: 0.655, R^2 test: 0.209 Bootstrap CV 36, alpha = 0.1, R^2 train: 0.434, R^2 test: 0.293 best alpha via bootstrap CV: 0.1 AUC Train: 0.809, Explained Variance Score Train: 0.434 AUC Validation: 0.784, Explained Variance Score Validation: 0.313 AUC Test: 0.796, Explained Variance Score Test: 0.329 Bootstrap CV 40, alpha = 0.001, R^2 train: 0.930, R^2 test: -0.416 Bootstrap CV 40, alpha = 0.005, R^2 train: 0.800, R^2 test: 0.123 Bootstrap CV 40, alpha = 0.01, R^2 train: 0.710, R^2 test: 0.248 Bootstrap CV 40, alpha = 0.1, R^2 train: 0.425, R^2 test: 0.323 best alpha via bootstrap CV: 0.1 AUC Train: 0.855, Explained Variance Score Train: 0.425 AUC Validation: 0.820, Explained Variance Score Validation: 0.327 AUC Test: 0.813, Explained Variance Score Test: 0.353 Bootstrap CV 46, alpha = 0.001, R^2 train: 0.966, R^2 test: -1.104 Bootstrap CV 46, alpha = 0.005, R^2 train: 0.848, R^2 test: -0.081 Bootstrap CV 46, alpha = 0.01, R^2 train: 0.771, R^2 test: 0.143 Bootstrap CV 46, alpha = 0.1, R^2 train: 0.445, R^2 test: 0.360 best alpha via bootstrap CV: 0.1 AUC Train: 0.774, Explained Variance Score Train: 0.445 AUC Validation: 0.839, Explained Variance Score Validation: 0.364 AUC Test: 0.812, Explained Variance Score Test: 0.377 Bootstrap CV 43, alpha = 0.001, R^2 train: 0.948, R^2 test: -1.033 Bootstrap CV 43, alpha = 0.005, R^2 train: 0.813, R^2 test: -0.001 Bootstrap CV 43, alpha = 0.01, R^2 train: 0.722, R^2 test: 0.143 Bootstrap CV 43, alpha = 0.1, R^2 train: 0.399, R^2 test: 0.332 best alpha via bootstrap CV: 0.1 AUC Train: 0.813, Explained Variance Score Train: 0.399 AUC Validation: 0.824, Explained Variance Score Validation: 0.333 AUC Test: 0.797, Explained Variance Score Test: 0.335
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 45, alpha = 0.001, R^2 train: 0.925, R^2 test: -0.988 Bootstrap CV 45, alpha = 0.005, R^2 train: 0.788, R^2 test: 0.004 Bootstrap CV 45, alpha = 0.01, R^2 train: 0.688, R^2 test: 0.126 Bootstrap CV 45, alpha = 0.1, R^2 train: 0.397, R^2 test: 0.296 best alpha via bootstrap CV: 0.1 AUC Train: 0.898, Explained Variance Score Train: 0.397 AUC Validation: 0.771, Explained Variance Score Validation: 0.298 AUC Test: 0.806, Explained Variance Score Test: 0.334 Bootstrap CV 42, alpha = 0.001, R^2 train: 0.951, R^2 test: -2.243 Bootstrap CV 42, alpha = 0.005, R^2 train: 0.799, R^2 test: -0.581 Bootstrap CV 42, alpha = 0.01, R^2 train: 0.690, R^2 test: -0.315 Bootstrap CV 42, alpha = 0.1, R^2 train: 0.314, R^2 test: 0.144 best alpha via bootstrap CV: 0.1 AUC Train: 0.815, Explained Variance Score Train: 0.314 AUC Validation: 0.742, Explained Variance Score Validation: 0.161 AUC Test: 0.786, Explained Variance Score Test: 0.284 Bootstrap CV 44, alpha = 0.001, R^2 train: 0.949, R^2 test: -0.133 Bootstrap CV 44, alpha = 0.005, R^2 train: 0.806, R^2 test: 0.243 Bootstrap CV 44, alpha = 0.01, R^2 train: 0.711, R^2 test: 0.277 Bootstrap CV 44, alpha = 0.1, R^2 train: 0.411, R^2 test: 0.260 best alpha via bootstrap CV: 0.1 AUC Train: 0.829, Explained Variance Score Train: 0.411 AUC Validation: 0.803, Explained Variance Score Validation: 0.265 AUC Test: 0.791, Explained Variance Score Test: 0.307 Bootstrap CV 47, alpha = 0.001, R^2 train: 0.955, R^2 test: -0.948 Bootstrap CV 47, alpha = 0.005, R^2 train: 0.840, R^2 test: 0.059 Bootstrap CV 47, alpha = 0.01, R^2 train: 0.738, R^2 test: 0.218 Bootstrap CV 47, alpha = 0.1, R^2 train: 0.440, R^2 test: 0.387 best alpha via bootstrap CV: 0.1 AUC Train: 0.840, Explained Variance Score Train: 0.440 AUC Validation: 0.794, Explained Variance Score Validation: 0.396 AUC Test: 0.816, Explained Variance Score Test: 0.346 Running batch 4 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 49, alpha = 0.001, R^2 train: 0.941, R^2 test: -0.980 Bootstrap CV 49, alpha = 0.005, R^2 train: 0.773, R^2 test: 0.025 Bootstrap CV 49, alpha = 0.01, R^2 train: 0.658, R^2 test: 0.169 Bootstrap CV 49, alpha = 0.1, R^2 train: 0.412, R^2 test: 0.250 best alpha via bootstrap CV: 0.1 AUC Train: 0.825, Explained Variance Score Train: 0.412 AUC Validation: 0.721, Explained Variance Score Validation: 0.250 AUC Test: 0.799, Explained Variance Score Test: 0.309
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 50, alpha = 0.001, R^2 train: 0.934, R^2 test: -1.135 Bootstrap CV 50, alpha = 0.005, R^2 train: 0.789, R^2 test: -0.018 Bootstrap CV 50, alpha = 0.01, R^2 train: 0.674, R^2 test: 0.235 Bootstrap CV 50, alpha = 0.1, R^2 train: 0.291, R^2 test: 0.299 best alpha via bootstrap CV: 0.1 AUC Train: 0.790, Explained Variance Score Train: 0.291 AUC Validation: 0.836, Explained Variance Score Validation: 0.306 AUC Test: 0.771, Explained Variance Score Test: 0.224
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 51, alpha = 0.001, R^2 train: 0.871, R^2 test: -2.818 Bootstrap CV 51, alpha = 0.005, R^2 train: 0.723, R^2 test: -0.690 Bootstrap CV 51, alpha = 0.01, R^2 train: 0.617, R^2 test: -0.267 Bootstrap CV 51, alpha = 0.1, R^2 train: 0.285, R^2 test: 0.190 best alpha via bootstrap CV: 0.1 AUC Train: 0.742, Explained Variance Score Train: 0.285 AUC Validation: 0.644, Explained Variance Score Validation: 0.216 AUC Test: 0.790, Explained Variance Score Test: 0.271 Bootstrap CV 53, alpha = 0.001, R^2 train: 0.959, R^2 test: -1.362 Bootstrap CV 53, alpha = 0.005, R^2 train: 0.837, R^2 test: -0.391 Bootstrap CV 53, alpha = 0.01, R^2 train: 0.723, R^2 test: -0.032 Bootstrap CV 53, alpha = 0.1, R^2 train: 0.348, R^2 test: 0.252 best alpha via bootstrap CV: 0.1 AUC Train: 0.811, Explained Variance Score Train: 0.348 AUC Validation: 0.716, Explained Variance Score Validation: 0.257 AUC Test: 0.813, Explained Variance Score Test: 0.323 Bootstrap CV 52, alpha = 0.001, R^2 train: 0.948, R^2 test: -1.350 Bootstrap CV 52, alpha = 0.005, R^2 train: 0.820, R^2 test: -0.353 Bootstrap CV 52, alpha = 0.01, R^2 train: 0.721, R^2 test: -0.131 Bootstrap CV 52, alpha = 0.1, R^2 train: 0.328, R^2 test: 0.295 best alpha via bootstrap CV: 0.1 AUC Train: 0.781, Explained Variance Score Train: 0.328 AUC Validation: 0.784, Explained Variance Score Validation: 0.299 AUC Test: 0.814, Explained Variance Score Test: 0.293 Bootstrap CV 55, alpha = 0.001, R^2 train: 0.929, R^2 test: -2.558 Bootstrap CV 55, alpha = 0.005, R^2 train: 0.752, R^2 test: -0.695 Bootstrap CV 55, alpha = 0.01, R^2 train: 0.615, R^2 test: -0.252 Bootstrap CV 55, alpha = 0.1, R^2 train: 0.315, R^2 test: 0.146 best alpha via bootstrap CV: 0.1 AUC Train: 0.783, Explained Variance Score Train: 0.315 AUC Validation: 0.831, Explained Variance Score Validation: 0.189 AUC Test: 0.801, Explained Variance Score Test: 0.316 Bootstrap CV 54, alpha = 0.001, R^2 train: 0.937, R^2 test: -0.297 Bootstrap CV 54, alpha = 0.005, R^2 train: 0.790, R^2 test: 0.313 Bootstrap CV 54, alpha = 0.01, R^2 train: 0.660, R^2 test: 0.361 Bootstrap CV 54, alpha = 0.1, R^2 train: 0.357, R^2 test: 0.346 best alpha via bootstrap CV: 0.1 AUC Train: 0.786, Explained Variance Score Train: 0.357 AUC Validation: 0.789, Explained Variance Score Validation: 0.346 AUC Test: 0.790, Explained Variance Score Test: 0.273
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 57, alpha = 0.001, R^2 train: 0.943, R^2 test: -1.985 Bootstrap CV 57, alpha = 0.005, R^2 train: 0.795, R^2 test: -0.387 Bootstrap CV 57, alpha = 0.01, R^2 train: 0.692, R^2 test: -0.042 Bootstrap CV 57, alpha = 0.1, R^2 train: 0.413, R^2 test: 0.313 best alpha via bootstrap CV: 0.1 AUC Train: 0.855, Explained Variance Score Train: 0.413 AUC Validation: 0.782, Explained Variance Score Validation: 0.319 AUC Test: 0.793, Explained Variance Score Test: 0.313 Bootstrap CV 56, alpha = 0.001, R^2 train: 0.968, R^2 test: -1.625 Bootstrap CV 56, alpha = 0.005, R^2 train: 0.846, R^2 test: -0.451 Bootstrap CV 56, alpha = 0.01, R^2 train: 0.738, R^2 test: -0.164 Bootstrap CV 56, alpha = 0.1, R^2 train: 0.380, R^2 test: 0.289 best alpha via bootstrap CV: 0.1 AUC Train: 0.813, Explained Variance Score Train: 0.380 AUC Validation: 0.804, Explained Variance Score Validation: 0.339 AUC Test: 0.814, Explained Variance Score Test: 0.370 Bootstrap CV 58, alpha = 0.001, R^2 train: 0.944, R^2 test: -1.187 Bootstrap CV 58, alpha = 0.005, R^2 train: 0.861, R^2 test: -0.341 Bootstrap CV 58, alpha = 0.01, R^2 train: 0.786, R^2 test: -0.130 Bootstrap CV 58, alpha = 0.1, R^2 train: 0.484, R^2 test: 0.182 best alpha via bootstrap CV: 0.1 AUC Train: 0.852, Explained Variance Score Train: 0.484 AUC Validation: 0.807, Explained Variance Score Validation: 0.184 AUC Test: 0.825, Explained Variance Score Test: 0.392 Bootstrap CV 61, alpha = 0.001, R^2 train: 0.858, R^2 test: -2.110 Bootstrap CV 61, alpha = 0.005, R^2 train: 0.728, R^2 test: -0.612 Bootstrap CV 61, alpha = 0.01, R^2 train: 0.626, R^2 test: -0.267 Bootstrap CV 61, alpha = 0.1, R^2 train: 0.346, R^2 test: 0.018 best alpha via bootstrap CV: 0.1 AUC Train: 0.805, Explained Variance Score Train: 0.346 AUC Validation: 0.620, Explained Variance Score Validation: 0.018 AUC Test: 0.801, Explained Variance Score Test: 0.340 Bootstrap CV 48, alpha = 0.001, R^2 train: 0.955, R^2 test: -1.910 Bootstrap CV 48, alpha = 0.005, R^2 train: 0.822, R^2 test: -0.474 Bootstrap CV 48, alpha = 0.01, R^2 train: 0.738, R^2 test: -0.209 Bootstrap CV 48, alpha = 0.1, R^2 train: 0.436, R^2 test: 0.143 best alpha via bootstrap CV: 0.1 AUC Train: 0.841, Explained Variance Score Train: 0.436 AUC Validation: 0.654, Explained Variance Score Validation: 0.143 AUC Test: 0.809, Explained Variance Score Test: 0.344 Bootstrap CV 63, alpha = 0.001, R^2 train: 0.921, R^2 test: -0.661 Bootstrap CV 63, alpha = 0.005, R^2 train: 0.777, R^2 test: -0.049 Bootstrap CV 63, alpha = 0.01, R^2 train: 0.647, R^2 test: 0.121 Bootstrap CV 63, alpha = 0.1, R^2 train: 0.318, R^2 test: 0.277 best alpha via bootstrap CV: 0.1 AUC Train: 0.782, Explained Variance Score Train: 0.318 AUC Validation: 0.718, Explained Variance Score Validation: 0.279 AUC Test: 0.800, Explained Variance Score Test: 0.323 Bootstrap CV 59, alpha = 0.001, R^2 train: 0.958, R^2 test: -1.777 Bootstrap CV 59, alpha = 0.005, R^2 train: 0.796, R^2 test: -0.272 Bootstrap CV 59, alpha = 0.01, R^2 train: 0.671, R^2 test: -0.030 Bootstrap CV 59, alpha = 0.1, R^2 train: 0.304, R^2 test: 0.121 best alpha via bootstrap CV: 0.1 AUC Train: 0.786, Explained Variance Score Train: 0.304 AUC Validation: 0.597, Explained Variance Score Validation: 0.121 AUC Test: 0.796, Explained Variance Score Test: 0.279 Bootstrap CV 60, alpha = 0.001, R^2 train: 0.948, R^2 test: -0.300 Bootstrap CV 60, alpha = 0.005, R^2 train: 0.790, R^2 test: 0.175 Bootstrap CV 60, alpha = 0.01, R^2 train: 0.661, R^2 test: 0.218 Bootstrap CV 60, alpha = 0.1, R^2 train: 0.345, R^2 test: 0.232 best alpha via bootstrap CV: 0.1 AUC Train: 0.746, Explained Variance Score Train: 0.345 AUC Validation: 0.672, Explained Variance Score Validation: 0.233 AUC Test: 0.812, Explained Variance Score Test: 0.295 Bootstrap CV 62, alpha = 0.001, R^2 train: 0.911, R^2 test: -1.486 Bootstrap CV 62, alpha = 0.005, R^2 train: 0.773, R^2 test: -0.151 Bootstrap CV 62, alpha = 0.01, R^2 train: 0.671, R^2 test: 0.136 Bootstrap CV 62, alpha = 0.1, R^2 train: 0.308, R^2 test: 0.332 best alpha via bootstrap CV: 0.1 AUC Train: 0.768, Explained Variance Score Train: 0.308 AUC Validation: 0.747, Explained Variance Score Validation: 0.347 AUC Test: 0.810, Explained Variance Score Test: 0.304 Running batch 5 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 64, alpha = 0.001, R^2 train: 0.946, R^2 test: -0.637 Bootstrap CV 64, alpha = 0.005, R^2 train: 0.819, R^2 test: -0.267 Bootstrap CV 64, alpha = 0.01, R^2 train: 0.715, R^2 test: -0.105 Bootstrap CV 64, alpha = 0.1, R^2 train: 0.332, R^2 test: 0.193 best alpha via bootstrap CV: 0.1 AUC Train: 0.838, Explained Variance Score Train: 0.332 AUC Validation: 0.721, Explained Variance Score Validation: 0.212 AUC Test: 0.807, Explained Variance Score Test: 0.290
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 65, alpha = 0.001, R^2 train: 0.903, R^2 test: -1.287 Bootstrap CV 65, alpha = 0.005, R^2 train: 0.768, R^2 test: -0.273 Bootstrap CV 65, alpha = 0.01, R^2 train: 0.673, R^2 test: -0.007 Bootstrap CV 65, alpha = 0.1, R^2 train: 0.348, R^2 test: 0.197 best alpha via bootstrap CV: 0.1 AUC Train: 0.791, Explained Variance Score Train: 0.348 AUC Validation: 0.735, Explained Variance Score Validation: 0.256 AUC Test: 0.811, Explained Variance Score Test: 0.315 Bootstrap CV 68, alpha = 0.001, R^2 train: 0.890, R^2 test: -0.548 Bootstrap CV 68, alpha = 0.005, R^2 train: 0.742, R^2 test: 0.032 Bootstrap CV 68, alpha = 0.01, R^2 train: 0.642, R^2 test: 0.203 Bootstrap CV 68, alpha = 0.1, R^2 train: 0.279, R^2 test: 0.315 best alpha via bootstrap CV: 0.1 AUC Train: 0.759, Explained Variance Score Train: 0.279 AUC Validation: 0.867, Explained Variance Score Validation: 0.315 AUC Test: 0.799, Explained Variance Score Test: 0.277
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 69, alpha = 0.001, R^2 train: 0.956, R^2 test: -2.351 Bootstrap CV 69, alpha = 0.005, R^2 train: 0.861, R^2 test: -0.646 Bootstrap CV 69, alpha = 0.01, R^2 train: 0.762, R^2 test: -0.253 Bootstrap CV 69, alpha = 0.1, R^2 train: 0.443, R^2 test: 0.272 best alpha via bootstrap CV: 0.1 AUC Train: 0.827, Explained Variance Score Train: 0.443 AUC Validation: 0.886, Explained Variance Score Validation: 0.276 AUC Test: 0.821, Explained Variance Score Test: 0.362 Bootstrap CV 66, alpha = 0.001, R^2 train: 0.952, R^2 test: -1.312 Bootstrap CV 66, alpha = 0.005, R^2 train: 0.828, R^2 test: -0.339 Bootstrap CV 66, alpha = 0.01, R^2 train: 0.732, R^2 test: -0.115 Bootstrap CV 66, alpha = 0.1, R^2 train: 0.440, R^2 test: 0.183 best alpha via bootstrap CV: 0.1 AUC Train: 0.848, Explained Variance Score Train: 0.440 AUC Validation: 0.667, Explained Variance Score Validation: 0.186 AUC Test: 0.807, Explained Variance Score Test: 0.347 Bootstrap CV 67, alpha = 0.001, R^2 train: 0.957, R^2 test: -0.093 Bootstrap CV 67, alpha = 0.005, R^2 train: 0.840, R^2 test: 0.120 Bootstrap CV 67, alpha = 0.01, R^2 train: 0.744, R^2 test: 0.178 Bootstrap CV 67, alpha = 0.1, R^2 train: 0.396, R^2 test: 0.266 best alpha via bootstrap CV: 0.1 AUC Train: 0.779, Explained Variance Score Train: 0.396 AUC Validation: 0.829, Explained Variance Score Validation: 0.320 AUC Test: 0.804, Explained Variance Score Test: 0.324 Bootstrap CV 71, alpha = 0.001, R^2 train: 0.912, R^2 test: -2.199 Bootstrap CV 71, alpha = 0.005, R^2 train: 0.753, R^2 test: -0.083 Bootstrap CV 71, alpha = 0.01, R^2 train: 0.661, R^2 test: 0.101 Bootstrap CV 71, alpha = 0.1, R^2 train: 0.374, R^2 test: 0.240 best alpha via bootstrap CV: 0.1 AUC Train: 0.780, Explained Variance Score Train: 0.374 AUC Validation: 0.765, Explained Variance Score Validation: 0.250 AUC Test: 0.802, Explained Variance Score Test: 0.345
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 72, alpha = 0.001, R^2 train: 0.915, R^2 test: -1.511 Bootstrap CV 72, alpha = 0.005, R^2 train: 0.741, R^2 test: -0.099 Bootstrap CV 72, alpha = 0.01, R^2 train: 0.653, R^2 test: 0.094 Bootstrap CV 72, alpha = 0.1, R^2 train: 0.320, R^2 test: 0.331 best alpha via bootstrap CV: 0.1 AUC Train: 0.798, Explained Variance Score Train: 0.320 AUC Validation: 0.770, Explained Variance Score Validation: 0.333 AUC Test: 0.792, Explained Variance Score Test: 0.313
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 70, alpha = 0.001, R^2 train: 0.933, R^2 test: -0.703 Bootstrap CV 70, alpha = 0.005, R^2 train: 0.770, R^2 test: 0.021 Bootstrap CV 70, alpha = 0.01, R^2 train: 0.614, R^2 test: 0.203 Bootstrap CV 70, alpha = 0.1, R^2 train: 0.288, R^2 test: 0.257 best alpha via bootstrap CV: 0.01 AUC Train: 0.933, Explained Variance Score Train: 0.614 AUC Validation: 0.757, Explained Variance Score Validation: 0.203 AUC Test: 0.796, Explained Variance Score Test: 0.297 Bootstrap CV 73, alpha = 0.001, R^2 train: 0.947, R^2 test: -0.787 Bootstrap CV 73, alpha = 0.005, R^2 train: 0.811, R^2 test: -0.161 Bootstrap CV 73, alpha = 0.01, R^2 train: 0.711, R^2 test: 0.016 Bootstrap CV 73, alpha = 0.1, R^2 train: 0.304, R^2 test: 0.313 best alpha via bootstrap CV: 0.1 AUC Train: 0.770, Explained Variance Score Train: 0.304 AUC Validation: 0.758, Explained Variance Score Validation: 0.316 AUC Test: 0.800, Explained Variance Score Test: 0.306 Bootstrap CV 74, alpha = 0.001, R^2 train: 0.942, R^2 test: -5.024 Bootstrap CV 74, alpha = 0.005, R^2 train: 0.796, R^2 test: -1.320 Bootstrap CV 74, alpha = 0.01, R^2 train: 0.691, R^2 test: -0.546 Bootstrap CV 74, alpha = 0.1, R^2 train: 0.299, R^2 test: 0.206 best alpha via bootstrap CV: 0.1 AUC Train: 0.801, Explained Variance Score Train: 0.299 AUC Validation: 0.672, Explained Variance Score Validation: 0.211 AUC Test: 0.819, Explained Variance Score Test: 0.256 Bootstrap CV 77, alpha = 0.001, R^2 train: 0.959, R^2 test: -0.391 Bootstrap CV 77, alpha = 0.005, R^2 train: 0.851, R^2 test: 0.081 Bootstrap CV 77, alpha = 0.01, R^2 train: 0.779, R^2 test: 0.198 Bootstrap CV 77, alpha = 0.1, R^2 train: 0.428, R^2 test: 0.408 best alpha via bootstrap CV: 0.1 AUC Train: 0.787, Explained Variance Score Train: 0.428 AUC Validation: 0.848, Explained Variance Score Validation: 0.410 AUC Test: 0.803, Explained Variance Score Test: 0.364 Bootstrap CV 75, alpha = 0.001, R^2 train: 0.918, R^2 test: -1.976 Bootstrap CV 75, alpha = 0.005, R^2 train: 0.797, R^2 test: -0.437 Bootstrap CV 75, alpha = 0.01, R^2 train: 0.702, R^2 test: -0.071 Bootstrap CV 75, alpha = 0.1, R^2 train: 0.407, R^2 test: 0.242 best alpha via bootstrap CV: 0.1 AUC Train: 0.810, Explained Variance Score Train: 0.407 AUC Validation: 0.713, Explained Variance Score Validation: 0.249 AUC Test: 0.809, Explained Variance Score Test: 0.320 Bootstrap CV 79, alpha = 0.001, R^2 train: 0.891, R^2 test: -0.790 Bootstrap CV 79, alpha = 0.005, R^2 train: 0.747, R^2 test: -0.091 Bootstrap CV 79, alpha = 0.01, R^2 train: 0.666, R^2 test: 0.122 Bootstrap CV 79, alpha = 0.1, R^2 train: 0.324, R^2 test: 0.317 best alpha via bootstrap CV: 0.1 AUC Train: 0.789, Explained Variance Score Train: 0.324 AUC Validation: 0.837, Explained Variance Score Validation: 0.325 AUC Test: 0.807, Explained Variance Score Test: 0.327 Bootstrap CV 76, alpha = 0.001, R^2 train: 0.969, R^2 test: -1.842 Bootstrap CV 76, alpha = 0.005, R^2 train: 0.854, R^2 test: -0.377 Bootstrap CV 76, alpha = 0.01, R^2 train: 0.749, R^2 test: 0.005 Bootstrap CV 76, alpha = 0.1, R^2 train: 0.412, R^2 test: 0.249 best alpha via bootstrap CV: 0.1 AUC Train: 0.829, Explained Variance Score Train: 0.412 AUC Validation: 0.806, Explained Variance Score Validation: 0.277 AUC Test: 0.798, Explained Variance Score Test: 0.330 Bootstrap CV 78, alpha = 0.001, R^2 train: 0.915, R^2 test: -1.223 Bootstrap CV 78, alpha = 0.005, R^2 train: 0.757, R^2 test: 0.010 Bootstrap CV 78, alpha = 0.01, R^2 train: 0.660, R^2 test: 0.149 Bootstrap CV 78, alpha = 0.1, R^2 train: 0.343, R^2 test: 0.293 best alpha via bootstrap CV: 0.1 AUC Train: 0.733, Explained Variance Score Train: 0.343 AUC Validation: 0.825, Explained Variance Score Validation: 0.294 AUC Test: 0.799, Explained Variance Score Test: 0.307 Running batch 6 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 81, alpha = 0.001, R^2 train: 0.967, R^2 test: -0.810 Bootstrap CV 81, alpha = 0.005, R^2 train: 0.829, R^2 test: -0.155 Bootstrap CV 81, alpha = 0.01, R^2 train: 0.710, R^2 test: -0.099 Bootstrap CV 81, alpha = 0.1, R^2 train: 0.277, R^2 test: 0.148 best alpha via bootstrap CV: 0.1 AUC Train: 0.762, Explained Variance Score Train: 0.277 AUC Validation: 0.700, Explained Variance Score Validation: 0.150 AUC Test: 0.787, Explained Variance Score Test: 0.263 Bootstrap CV 80, alpha = 0.001, R^2 train: 0.905, R^2 test: -2.210 Bootstrap CV 80, alpha = 0.005, R^2 train: 0.765, R^2 test: -0.403 Bootstrap CV 80, alpha = 0.01, R^2 train: 0.643, R^2 test: -0.054 Bootstrap CV 80, alpha = 0.1, R^2 train: 0.322, R^2 test: 0.261 best alpha via bootstrap CV: 0.1 AUC Train: 0.769, Explained Variance Score Train: 0.322 AUC Validation: 0.755, Explained Variance Score Validation: 0.305 AUC Test: 0.805, Explained Variance Score Test: 0.318
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 82, alpha = 0.001, R^2 train: 0.945, R^2 test: -0.564 Bootstrap CV 82, alpha = 0.005, R^2 train: 0.774, R^2 test: 0.157 Bootstrap CV 82, alpha = 0.01, R^2 train: 0.692, R^2 test: 0.226 Bootstrap CV 82, alpha = 0.1, R^2 train: 0.420, R^2 test: 0.259 best alpha via bootstrap CV: 0.1 AUC Train: 0.812, Explained Variance Score Train: 0.420 AUC Validation: 0.815, Explained Variance Score Validation: 0.266 AUC Test: 0.810, Explained Variance Score Test: 0.320
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 86, alpha = 0.001, R^2 train: 0.967, R^2 test: -2.131 Bootstrap CV 86, alpha = 0.005, R^2 train: 0.843, R^2 test: -0.416 Bootstrap CV 86, alpha = 0.01, R^2 train: 0.739, R^2 test: -0.021 Bootstrap CV 86, alpha = 0.1, R^2 train: 0.302, R^2 test: 0.349 best alpha via bootstrap CV: 0.1 AUC Train: 0.770, Explained Variance Score Train: 0.302 AUC Validation: 0.817, Explained Variance Score Validation: 0.355 AUC Test: 0.803, Explained Variance Score Test: 0.309
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 84, alpha = 0.001, R^2 train: 0.954, R^2 test: -1.360 Bootstrap CV 84, alpha = 0.005, R^2 train: 0.806, R^2 test: -0.086 Bootstrap CV 84, alpha = 0.01, R^2 train: 0.687, R^2 test: 0.205 Bootstrap CV 84, alpha = 0.1, R^2 train: 0.394, R^2 test: 0.321 best alpha via bootstrap CV: 0.1 AUC Train: 0.863, Explained Variance Score Train: 0.394 AUC Validation: 0.856, Explained Variance Score Validation: 0.321 AUC Test: 0.798, Explained Variance Score Test: 0.323 Bootstrap CV 83, alpha = 0.001, R^2 train: 0.923, R^2 test: -1.173 Bootstrap CV 83, alpha = 0.005, R^2 train: 0.814, R^2 test: 0.078 Bootstrap CV 83, alpha = 0.01, R^2 train: 0.746, R^2 test: 0.217 Bootstrap CV 83, alpha = 0.1, R^2 train: 0.437, R^2 test: 0.355 best alpha via bootstrap CV: 0.1 AUC Train: 0.785, Explained Variance Score Train: 0.437 AUC Validation: 0.843, Explained Variance Score Validation: 0.356 AUC Test: 0.806, Explained Variance Score Test: 0.363 Bootstrap CV 91, alpha = 0.001, R^2 train: 0.935, R^2 test: -0.979 Bootstrap CV 91, alpha = 0.005, R^2 train: 0.802, R^2 test: -0.034 Bootstrap CV 91, alpha = 0.01, R^2 train: 0.711, R^2 test: 0.116 Bootstrap CV 91, alpha = 0.1, R^2 train: 0.404, R^2 test: 0.204 best alpha via bootstrap CV: 0.1 AUC Train: 0.825, Explained Variance Score Train: 0.404 AUC Validation: 0.710, Explained Variance Score Validation: 0.208 AUC Test: 0.794, Explained Variance Score Test: 0.308
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 88, alpha = 0.001, R^2 train: 0.901, R^2 test: -2.242 Bootstrap CV 88, alpha = 0.005, R^2 train: 0.739, R^2 test: -0.226 Bootstrap CV 88, alpha = 0.01, R^2 train: 0.637, R^2 test: 0.045 Bootstrap CV 88, alpha = 0.1, R^2 train: 0.301, R^2 test: 0.302 best alpha via bootstrap CV: 0.1 AUC Train: 0.743, Explained Variance Score Train: 0.301 AUC Validation: 0.789, Explained Variance Score Validation: 0.312 AUC Test: 0.825, Explained Variance Score Test: 0.346 Bootstrap CV 85, alpha = 0.001, R^2 train: 0.913, R^2 test: -1.748 Bootstrap CV 85, alpha = 0.005, R^2 train: 0.741, R^2 test: 0.140 Bootstrap CV 85, alpha = 0.01, R^2 train: 0.634, R^2 test: 0.309 Bootstrap CV 85, alpha = 0.1, R^2 train: 0.379, R^2 test: 0.353 best alpha via bootstrap CV: 0.1 AUC Train: 0.817, Explained Variance Score Train: 0.379 AUC Validation: 0.809, Explained Variance Score Validation: 0.364 AUC Test: 0.791, Explained Variance Score Test: 0.292 Bootstrap CV 87, alpha = 0.001, R^2 train: 0.935, R^2 test: -2.548 Bootstrap CV 87, alpha = 0.005, R^2 train: 0.769, R^2 test: -0.493 Bootstrap CV 87, alpha = 0.01, R^2 train: 0.657, R^2 test: -0.058 Bootstrap CV 87, alpha = 0.1, R^2 train: 0.279, R^2 test: 0.345 best alpha via bootstrap CV: 0.1 AUC Train: 0.736, Explained Variance Score Train: 0.279 AUC Validation: 0.821, Explained Variance Score Validation: 0.345 AUC Test: 0.802, Explained Variance Score Test: 0.302 Bootstrap CV 90, alpha = 0.001, R^2 train: 0.895, R^2 test: -2.182 Bootstrap CV 90, alpha = 0.005, R^2 train: 0.733, R^2 test: -0.251 Bootstrap CV 90, alpha = 0.01, R^2 train: 0.617, R^2 test: 0.031 Bootstrap CV 90, alpha = 0.1, R^2 train: 0.282, R^2 test: 0.283 best alpha via bootstrap CV: 0.1 AUC Train: 0.840, Explained Variance Score Train: 0.282 AUC Validation: 0.752, Explained Variance Score Validation: 0.290 AUC Test: 0.788, Explained Variance Score Test: 0.277 Bootstrap CV 89, alpha = 0.001, R^2 train: 0.960, R^2 test: -0.196 Bootstrap CV 89, alpha = 0.005, R^2 train: 0.809, R^2 test: 0.215 Bootstrap CV 89, alpha = 0.01, R^2 train: 0.701, R^2 test: 0.271 Bootstrap CV 89, alpha = 0.1, R^2 train: 0.343, R^2 test: 0.270 best alpha via bootstrap CV: 0.1 AUC Train: 0.827, Explained Variance Score Train: 0.343 AUC Validation: 0.681, Explained Variance Score Validation: 0.283 AUC Test: 0.803, Explained Variance Score Test: 0.308
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 94, alpha = 0.001, R^2 train: 0.966, R^2 test: -0.698 Bootstrap CV 94, alpha = 0.005, R^2 train: 0.855, R^2 test: -0.075 Bootstrap CV 94, alpha = 0.01, R^2 train: 0.753, R^2 test: 0.082 Bootstrap CV 94, alpha = 0.1, R^2 train: 0.396, R^2 test: 0.211 best alpha via bootstrap CV: 0.1 AUC Train: 0.826, Explained Variance Score Train: 0.396 AUC Validation: 0.657, Explained Variance Score Validation: 0.211 AUC Test: 0.798, Explained Variance Score Test: 0.310 Bootstrap CV 93, alpha = 0.001, R^2 train: 0.969, R^2 test: -1.609 Bootstrap CV 93, alpha = 0.005, R^2 train: 0.838, R^2 test: -0.305 Bootstrap CV 93, alpha = 0.01, R^2 train: 0.729, R^2 test: 0.054 Bootstrap CV 93, alpha = 0.1, R^2 train: 0.391, R^2 test: 0.334 best alpha via bootstrap CV: 0.1 AUC Train: 0.805, Explained Variance Score Train: 0.391 AUC Validation: 0.780, Explained Variance Score Validation: 0.339 AUC Test: 0.816, Explained Variance Score Test: 0.368 Bootstrap CV 95, alpha = 0.001, R^2 train: 0.959, R^2 test: -1.031 Bootstrap CV 95, alpha = 0.005, R^2 train: 0.867, R^2 test: -0.379 Bootstrap CV 95, alpha = 0.01, R^2 train: 0.805, R^2 test: -0.165 Bootstrap CV 95, alpha = 0.1, R^2 train: 0.385, R^2 test: 0.465 best alpha via bootstrap CV: 0.1 AUC Train: 0.791, Explained Variance Score Train: 0.385 AUC Validation: 0.869, Explained Variance Score Validation: 0.466 AUC Test: 0.814, Explained Variance Score Test: 0.374 Bootstrap CV 92, alpha = 0.001, R^2 train: 0.902, R^2 test: -0.954 Bootstrap CV 92, alpha = 0.005, R^2 train: 0.768, R^2 test: -0.179 Bootstrap CV 92, alpha = 0.01, R^2 train: 0.665, R^2 test: 0.107 Bootstrap CV 92, alpha = 0.1, R^2 train: 0.336, R^2 test: 0.327 best alpha via bootstrap CV: 0.1 AUC Train: 0.801, Explained Variance Score Train: 0.336 AUC Validation: 0.753, Explained Variance Score Validation: 0.333 AUC Test: 0.808, Explained Variance Score Test: 0.323 Running batch 7 of 7 with 4 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 96, alpha = 0.001, R^2 train: 0.951, R^2 test: -1.184 Bootstrap CV 96, alpha = 0.005, R^2 train: 0.797, R^2 test: 0.022 Bootstrap CV 96, alpha = 0.01, R^2 train: 0.694, R^2 test: 0.185 Bootstrap CV 96, alpha = 0.1, R^2 train: 0.347, R^2 test: 0.260 best alpha via bootstrap CV: 0.1 AUC Train: 0.828, Explained Variance Score Train: 0.347 AUC Validation: 0.801, Explained Variance Score Validation: 0.279 AUC Test: 0.803, Explained Variance Score Test: 0.324 Bootstrap CV 99, alpha = 0.001, R^2 train: 0.943, R^2 test: -0.522 Bootstrap CV 99, alpha = 0.005, R^2 train: 0.813, R^2 test: -0.058 Bootstrap CV 99, alpha = 0.01, R^2 train: 0.717, R^2 test: 0.084 Bootstrap CV 99, alpha = 0.1, R^2 train: 0.418, R^2 test: 0.151 best alpha via bootstrap CV: 0.1 AUC Train: 0.842, Explained Variance Score Train: 0.418 AUC Validation: 0.728, Explained Variance Score Validation: 0.172 AUC Test: 0.817, Explained Variance Score Test: 0.336 Bootstrap CV 98, alpha = 0.001, R^2 train: 0.947, R^2 test: -0.502 Bootstrap CV 98, alpha = 0.005, R^2 train: 0.847, R^2 test: 0.038 Bootstrap CV 98, alpha = 0.01, R^2 train: 0.764, R^2 test: 0.143 Bootstrap CV 98, alpha = 0.1, R^2 train: 0.354, R^2 test: 0.220 best alpha via bootstrap CV: 0.1 AUC Train: 0.760, Explained Variance Score Train: 0.354 AUC Validation: 0.740, Explained Variance Score Validation: 0.236 AUC Test: 0.812, Explained Variance Score Test: 0.358 Bootstrap CV 97, alpha = 0.001, R^2 train: 0.943, R^2 test: -3.557 Bootstrap CV 97, alpha = 0.005, R^2 train: 0.811, R^2 test: -0.323 Bootstrap CV 97, alpha = 0.01, R^2 train: 0.709, R^2 test: -0.129 Bootstrap CV 97, alpha = 0.1, R^2 train: 0.372, R^2 test: 0.111 best alpha via bootstrap CV: 0.1 AUC Train: 0.806, Explained Variance Score Train: 0.372 AUC Validation: 0.726, Explained Variance Score Validation: 0.112 AUC Test: 0.831, Explained Variance Score Test: 0.354 total Variables 2026 and total subjects: 1698 ->AUC validation: 0.766 95% CI: [0.753 , 0.779] ->AUC test: 0.805 95% CI: [0.803 , 0.807] ->R^2 validation: 0.269 95% CI: [0.254 , 0.283] ->R^2 test: 0.320 95% CI: [0.314 , 0.327] ->Explained Variance validation: 0.259 95% CI: [0.244 , 0.273] ->Explained Variance test: 0.315 95% CI: [0.309 , 0.322] Test set metrics: @threshold:1.770, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:1.709, sens:0.018, spec:1.000, ppv:1.000, acc:0.841, f1:0.036, mcc:0.000, total+:1, total-:338 @threshold:1.705, sens:0.036, spec:1.000, ppv:1.000, acc:0.844, f1:0.070, mcc:0.000, total+:2, total-:337 @threshold:1.417, sens:0.109, spec:0.996, ppv:0.857, acc:0.853, f1:0.194, mcc:0.297, total+:7, total-:332 @threshold:1.341, sens:0.127, spec:0.996, ppv:0.875, acc:0.855, f1:0.222, mcc:0.326, total+:8, total-:331 @threshold:1.319, sens:0.164, spec:0.993, ppv:0.818, acc:0.858, f1:0.273, mcc:0.176, total+:11, total-:328 @threshold:1.155, sens:0.182, spec:0.993, ppv:0.833, acc:0.861, f1:0.299, mcc:0.188, total+:12, total-:327 @threshold:1.129, sens:0.182, spec:0.989, ppv:0.769, acc:0.858, f1:0.294, mcc:0.119, total+:13, total-:326 @threshold:1.122, sens:0.200, spec:0.989, ppv:0.786, acc:0.861, f1:0.319, mcc:0.126, total+:14, total-:325 @threshold:1.026, sens:0.218, spec:0.986, ppv:0.750, acc:0.861, f1:0.338, mcc:0.096, total+:16, total-:323 @threshold:0.930, sens:0.236, spec:0.975, ppv:0.650, acc:0.855, f1:0.347, mcc:0.051, total+:20, total-:319 @threshold:0.819, sens:0.255, spec:0.972, ppv:0.636, acc:0.855, f1:0.364, mcc:0.046, total+:22, total-:317 @threshold:0.773, sens:0.273, spec:0.958, ppv:0.556, acc:0.847, f1:0.366, mcc:0.029, total+:27, total-:312 @threshold:0.760, sens:0.273, spec:0.954, ppv:0.536, acc:0.844, f1:0.361, mcc:0.026, total+:28, total-:311 @threshold:0.730, sens:0.291, spec:0.951, ppv:0.533, acc:0.844, f1:0.376, mcc:0.025, total+:30, total-:309 @threshold:0.666, sens:0.327, spec:0.947, ppv:0.545, acc:0.847, f1:0.409, mcc:0.025, total+:33, total-:306 @threshold:0.620, sens:0.345, spec:0.940, ppv:0.528, acc:0.844, f1:0.418, mcc:0.022, total+:36, total-:303 @threshold:0.613, sens:0.345, spec:0.937, ppv:0.514, acc:0.841, f1:0.413, mcc:0.020, total+:37, total-:302 @threshold:0.611, sens:0.364, spec:0.937, ppv:0.526, acc:0.844, f1:0.430, mcc:0.021, total+:38, total-:301 @threshold:0.580, sens:0.418, spec:0.933, ppv:0.548, acc:0.850, f1:0.474, mcc:0.023, total+:42, total-:297 @threshold:0.558, sens:0.436, spec:0.933, ppv:0.558, acc:0.853, f1:0.490, mcc:0.024, total+:43, total-:296 @threshold:0.541, sens:0.436, spec:0.930, ppv:0.545, acc:0.850, f1:0.485, mcc:0.022, total+:44, total-:295 @threshold:0.540, sens:0.455, spec:0.930, ppv:0.556, acc:0.853, f1:0.500, mcc:0.023, total+:45, total-:294 @threshold:0.510, sens:0.491, spec:0.926, ppv:0.562, acc:0.855, f1:0.524, mcc:0.023, total+:48, total-:291 @threshold:0.477, sens:0.509, spec:0.908, ppv:0.519, acc:0.844, f1:0.514, mcc:0.018, total+:54, total-:285 @threshold:0.474, sens:0.509, spec:0.905, ppv:0.509, acc:0.841, f1:0.509, mcc:0.017, total+:55, total-:284 @threshold:0.407, sens:0.527, spec:0.873, ppv:0.446, acc:0.817, f1:0.483, mcc:0.012, total+:65, total-:274 @threshold:0.402, sens:0.527, spec:0.870, ppv:0.439, acc:0.814, f1:0.479, mcc:0.011, total+:66, total-:273 @threshold:0.353, sens:0.545, spec:0.849, ppv:0.411, acc:0.799, f1:0.469, mcc:0.009, total+:73, total-:266 @threshold:0.348, sens:0.545, spec:0.845, ppv:0.405, acc:0.796, f1:0.465, mcc:0.009, total+:74, total-:265 @threshold:0.340, sens:0.564, spec:0.845, ppv:0.413, acc:0.799, f1:0.477, mcc:0.009, total+:75, total-:264 @threshold:0.337, sens:0.564, spec:0.842, ppv:0.408, acc:0.796, f1:0.473, mcc:0.009, total+:76, total-:263 @threshold:0.308, sens:0.582, spec:0.838, ppv:0.410, acc:0.796, f1:0.481, mcc:0.009, total+:78, total-:261 @threshold:0.307, sens:0.582, spec:0.835, ppv:0.405, acc:0.794, f1:0.478, mcc:0.009, total+:79, total-:260 @threshold:0.307, sens:0.600, spec:0.835, ppv:0.412, acc:0.796, f1:0.489, mcc:0.009, total+:80, total-:259 @threshold:0.303, sens:0.600, spec:0.831, ppv:0.407, acc:0.794, f1:0.485, mcc:0.009, total+:81, total-:258 @threshold:0.288, sens:0.618, spec:0.820, ppv:0.400, acc:0.788, f1:0.486, mcc:0.008, total+:85, total-:254 @threshold:0.264, sens:0.636, spec:0.817, ppv:0.402, acc:0.788, f1:0.493, mcc:0.008, total+:87, total-:252 @threshold:0.163, sens:0.655, spec:0.761, ppv:0.346, acc:0.743, f1:0.453, mcc:0.006, total+:104, total-:235 @threshold:0.154, sens:0.673, spec:0.757, ppv:0.349, acc:0.743, f1:0.460, mcc:0.006, total+:106, total-:233 @threshold:0.146, sens:0.691, spec:0.754, ppv:0.352, acc:0.743, f1:0.466, mcc:0.006, total+:108, total-:231 @threshold:0.145, sens:0.691, spec:0.750, ppv:0.349, acc:0.740, f1:0.463, mcc:0.006, total+:109, total-:230 @threshold:0.120, sens:0.709, spec:0.729, ppv:0.336, acc:0.726, f1:0.456, mcc:0.005, total+:116, total-:223 @threshold:0.117, sens:0.709, spec:0.725, ppv:0.333, acc:0.723, f1:0.453, mcc:0.005, total+:117, total-:222 @threshold:0.065, sens:0.727, spec:0.708, ppv:0.325, acc:0.711, f1:0.449, mcc:0.005, total+:123, total-:216 @threshold:0.061, sens:0.727, spec:0.704, ppv:0.323, acc:0.708, f1:0.447, mcc:0.005, total+:124, total-:215 @threshold:0.055, sens:0.745, spec:0.694, ppv:0.320, acc:0.702, f1:0.448, mcc:0.005, total+:128, total-:211 @threshold:0.044, sens:0.745, spec:0.690, ppv:0.318, acc:0.699, f1:0.446, mcc:0.005, total+:129, total-:210 @threshold:0.033, sens:0.764, spec:0.673, ppv:0.311, acc:0.687, f1:0.442, mcc:0.004, total+:135, total-:204 @threshold:0.028, sens:0.764, spec:0.669, ppv:0.309, acc:0.684, f1:0.440, mcc:0.004, total+:136, total-:203 @threshold:-0.007, sens:0.782, spec:0.648, ppv:0.301, acc:0.670, f1:0.434, mcc:0.004, total+:143, total-:196 @threshold:-0.015, sens:0.800, spec:0.644, ppv:0.303, acc:0.670, f1:0.440, mcc:0.004, total+:145, total-:194 @threshold:-0.025, sens:0.818, spec:0.637, ppv:0.304, acc:0.667, f1:0.443, mcc:0.004, total+:148, total-:191 @threshold:-0.032, sens:0.818, spec:0.634, ppv:0.302, acc:0.664, f1:0.441, mcc:0.004, total+:149, total-:190 @threshold:-0.043, sens:0.818, spec:0.620, ppv:0.294, acc:0.652, f1:0.433, mcc:0.004, total+:153, total-:186 @threshold:-0.049, sens:0.818, spec:0.616, ppv:0.292, acc:0.649, f1:0.431, mcc:0.004, total+:154, total-:185 @threshold:-0.086, sens:0.836, spec:0.599, ppv:0.287, acc:0.637, f1:0.428, mcc:0.004, total+:160, total-:179 @threshold:-0.100, sens:0.836, spec:0.595, ppv:0.286, acc:0.634, f1:0.426, mcc:0.004, total+:161, total-:178 @threshold:-0.101, sens:0.855, spec:0.595, ppv:0.290, acc:0.637, f1:0.433, mcc:0.004, total+:162, total-:177 @threshold:-0.101, sens:0.855, spec:0.592, ppv:0.288, acc:0.634, f1:0.431, mcc:0.004, total+:163, total-:176 @threshold:-0.116, sens:0.855, spec:0.577, ppv:0.281, acc:0.622, f1:0.423, mcc:0.004, total+:167, total-:172 @threshold:-0.116, sens:0.855, spec:0.574, ppv:0.280, acc:0.619, f1:0.422, mcc:0.004, total+:168, total-:171 @threshold:-0.136, sens:0.873, spec:0.556, ppv:0.276, acc:0.608, f1:0.419, mcc:0.003, total+:174, total-:165 @threshold:-0.136, sens:0.873, spec:0.553, ppv:0.274, acc:0.605, f1:0.417, mcc:0.003, total+:175, total-:164 @threshold:-0.152, sens:0.891, spec:0.546, ppv:0.275, acc:0.602, f1:0.421, mcc:0.003, total+:178, total-:161 @threshold:-0.153, sens:0.891, spec:0.542, ppv:0.274, acc:0.599, f1:0.419, mcc:0.003, total+:179, total-:160 @threshold:-0.162, sens:0.909, spec:0.532, ppv:0.273, acc:0.593, f1:0.420, mcc:0.003, total+:183, total-:156 @threshold:-0.163, sens:0.909, spec:0.528, ppv:0.272, acc:0.590, f1:0.418, mcc:0.003, total+:184, total-:155 @threshold:-0.175, sens:0.927, spec:0.521, ppv:0.273, acc:0.587, f1:0.421, mcc:0.003, total+:187, total-:152 @threshold:-0.183, sens:0.927, spec:0.518, ppv:0.271, acc:0.584, f1:0.420, mcc:0.003, total+:188, total-:151 @threshold:-0.201, sens:0.945, spec:0.507, ppv:0.271, acc:0.578, f1:0.421, mcc:0.003, total+:192, total-:147 @threshold:-0.205, sens:0.945, spec:0.504, ppv:0.269, acc:0.575, f1:0.419, mcc:0.003, total+:193, total-:146 @threshold:-0.261, sens:0.964, spec:0.447, ppv:0.252, acc:0.531, f1:0.400, mcc:0.003, total+:210, total-:129 @threshold:-0.261, sens:0.964, spec:0.444, ppv:0.251, acc:0.528, f1:0.398, mcc:0.003, total+:211, total-:128 @threshold:-0.662, sens:0.982, spec:0.165, ppv:0.186, acc:0.298, f1:0.312, mcc:0.002, total+:291, total-:48 @threshold:-0.667, sens:0.982, spec:0.162, ppv:0.185, acc:0.295, f1:0.311, mcc:0.002, total+:292, total-:47 @threshold:-1.779, sens:1.000, spec:0.004, ppv:0.163, acc:0.165, f1:0.280, mcc:0.001, total+:338, total-:1 * Vital: Wt for Length ZScore-latest | coef 0.113 95% CI: [0.094 , 0.132] | OR_adj 1.119 [1.098 1.141] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.783 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.093 Diagnosis:9ccs48:Thyroid dsor:-0.071 Number of Visits:0.070 Diagnosis:9ccs259:Unclassified:-0.067 Newborn Diagnosis:9ccs59:Anemia:-0.061 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.061 Diagnosis:9ccs74:Ot mentl cnd:0.060 Diagnosis:9ccs94:Other ear dx:0.055 Diagnosis:9ccs61:Sickle cell:-0.053 Diagnosis:9ccs58:Ot nutrit dx:0.053 * Vital: BMI-latest | coef 0.092 95% CI: [0.070 , 0.113] | OR_adj 1.096 [1.072 1.120] | occ: 1621 | OR_unadj: 4.766 [3.528 6.438] | indivs AUC:0.795 Correlated most with: Diagnosis:9ccs221:Resp distres:-0.116 Diagnosis:9ccs58:Ot nutrit dx:0.077 Diagnosis:9ccs259:Unclassified:-0.071 Diagnosis:9ccs126:Ot up rsp in:0.070 Diagnosis:9ccs48:Thyroid dsor:-0.064 Diagnosis:9ccs74:Ot mentl cnd:0.058 Diagnosis:9ccs247:Lymph enlarg:0.057 Diagnosis:9ccs253:Allergy:0.053 Diagnosis:9ccs233:Intracrn inj:0.053 Newborn Diagnosis:9ccs59:Anemia:-0.049 * Vital: BMI-avg19to24 | coef 0.076 95% CI: [0.055 , 0.096] | OR_adj 1.079 [1.057 1.101] | occ: 1354 | OR_unadj: 4.046 [3.062 5.347] | indivs AUC:0.772 Correlated most with: Diagnosis:9ccs259:Unclassified:-0.086 Diagnosis:9ccs48:Thyroid dsor:-0.079 Diagnosis:9ccs133:Oth low resp:-0.064 Diagnosis:9ccs233:Intracrn inj:0.059 Newborn Diagnosis:9ccs59:Anemia:-0.059 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.059 Diagnosis:9ccs198:Ot infl skin:-0.057 Diagnosis:9ccs10:Immuniz/scrn:-0.054 Diagnosis:9ccs221:Resp distres:-0.052 Diagnosis:9ccs167:Breast dx:-0.050 * Vital: BMI-avg13to16 | coef 0.058 95% CI: [0.045 , 0.071] | OR_adj 1.060 [1.046 1.074] | occ: 1286 | OR_unadj: 3.814 [2.889 5.036] | indivs AUC:0.725 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.085 Diagnosis:9ccs5:HIV infectn:0.074 Diagnosis:9ccs153:GI hemorrhag:-0.068 Diagnosis:9ccs242:Poisn ot med:0.067 Diagnosis:9ccs118:Phlebitis:0.066 Newborn Diagnosis:9ccs59:Anemia:-0.065 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.065 Diagnosis:9ccs171:Menstrual dx:-0.065 Diagnosis:9ccs210:SLE:0.063 Diagnosis:9ccs48:Thyroid dsor:-0.063 * Vital: Wt for Length ZScore-avg16to19 | coef 0.053 95% CI: [0.040 , 0.067] | OR_adj 1.055 [1.041 1.069] | occ: 1267 | OR_unadj: 3.111 [2.368 4.088] | indivs AUC:0.781 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.074 Diagnosis:9ccs87:Retinal dx:-0.073 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.065 Diagnosis:9ccs230:Fx leg:-0.065 Diagnosis:9ccs92:Otitis media:0.065 Diagnosis:9ccs234:Crush injury:0.059 Diagnosis:9ccs217:Ot cong anom:-0.059 Diagnosis:9ccs232:Sprain:-0.057 Lab:294147 FREE T4 - LMC:0.054 Diagnosis:9ccs96:Hrt valve dx:-0.054 * Vital: BMI-gain0to24 | coef 0.039 95% CI: [0.022 , 0.057] | OR_adj 1.040 [1.022 1.058] | occ: 1338 | OR_unadj: 3.923 [2.973 5.177] | indivs AUC:0.778 Correlated most with: Diagnosis:9ccs259:Unclassified:-0.084 Diagnosis:9ccs48:Thyroid dsor:-0.079 Diagnosis:9ccs133:Oth low resp:-0.066 Diagnosis:9ccs233:Intracrn inj:0.060 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.059 Newborn Diagnosis:9ccs59:Anemia:-0.059 Diagnosis:9ccs198:Ot infl skin:-0.059 Diagnosis:9ccs61:Sickle cell:-0.052 Diagnosis:9ccs221:Resp distres:-0.052 Diagnosis:9ccs0:No DX:-0.051 * Vital: Wt for Len Percentile-avg13to16 | coef 0.021 95% CI: [0.013 , 0.030] | OR_adj 1.021 [1.013 1.030] | occ: 1286 | OR_unadj: 3.426 [2.597 4.520] | indivs AUC:0.718 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.082 Diagnosis:9ccs48:Thyroid dsor:-0.071 Diagnosis:9ccs171:Menstrual dx:-0.064 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.058 Newborn Diagnosis:9ccs59:Anemia:-0.058 Diagnosis:9ccs58:Ot nutrit dx:-0.058 Diagnosis:9ccs87:Retinal dx:-0.055 Diagnosis:9ccs10:Immuniz/scrn:-0.055 Diagnosis:9ccs143:Abdom hernia:0.054 Diagnosis:9ccs92:Otitis media:0.054 * Vital: Wt-latest | coef 0.019 95% CI: [0.013 , 0.025] | OR_adj 1.019 [1.013 1.026] | occ: 1626 | OR_unadj: 3.500 [2.571 4.766] | indivs AUC:0.761 Correlated most with: Number of Visits:0.377 Diagnosis:9ccs126:Ot up rsp in:0.281 Diagnosis:9ccs10:Immuniz/scrn:0.260 Diagnosis:9ccs92:Otitis media:0.212 Diagnosis:9ccs7:Viral infect:0.178 Diagnosis:9ccs257:Ot aftercare:0.155 Diagnosis:9ccs135:Intest infct:0.138 Diagnosis:9ccs90:Eye infectn:0.129 Diagnosis:9ccs125:Bronchitis:0.109 Diagnosis:9ccs74:Ot mentl cnd:0.105 * Vital: Wt for Length ZScore-avg3to5 | coef 0.019 95% CI: [0.012 , 0.026] | OR_adj 1.019 [1.012 1.027] | occ: 1299 | OR_unadj: 1.902 [1.455 2.486] | indivs AUC:0.604 Correlated most with: Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.077 Newborn Diagnosis:9ccs59:Anemia:-0.077 Diagnosis:9ccs240:Burns:-0.068 Diagnosis:9ccs171:Menstrual dx:-0.064 Diagnosis:9ccs72:Anxiety dx:-0.062 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.060 Diagnosis:9ccs199:Ulcer skin:-0.053 Diagnosis:9ccs125:Bronchitis:0.053 Newborn Diagnosis:9ccs214:GI cong anom:0.052 Diagnosis:9ccs76:Meningitis:0.052 * Vital: Wt for Len Percentile-latest | coef 0.016 95% CI: [0.008 , 0.024] | OR_adj 1.016 [1.008 1.024] | occ: 1535 | OR_unadj: 4.512 [3.322 6.127] | indivs AUC:0.778 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.082 Diagnosis:9ccs259:Unclassified:-0.073 Diagnosis:9ccs74:Ot mentl cnd:0.061 Diagnosis:9ccs143:Abdom hernia:0.056 Diagnosis:9ccs188:Pelvic obstr:-0.055 Diagnosis:9ccs167:Breast dx:-0.054 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.053 Newborn Diagnosis:9ccs59:Anemia:-0.053 Diagnosis:9ccs171:Menstrual dx:-0.052 Diagnosis:9ccs208:Acq foot def:0.051 * Vital: Wt for Length ZScore-avg13to16 | coef 0.016 95% CI: [0.008 , 0.024] | OR_adj 1.016 [1.008 1.024] | occ: 1287 | OR_unadj: 3.550 [2.689 4.687] | indivs AUC:0.715 Correlated most with: Newborn Diagnosis:9ccs59:Anemia:-0.080 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.080 Diagnosis:9ccs125:Bronchitis:0.076 Diagnosis:9ccs48:Thyroid dsor:-0.070 Diagnosis:9ccs171:Menstrual dx:-0.066 Diagnosis:9ccs242:Poisn ot med:0.065 Diagnosis:9ccs87:Retinal dx:-0.062 Diagnosis:9ccs10:Immuniz/scrn:-0.061 Diagnosis:9ccs5:HIV infectn:0.060 Diagnosis:9ccs118:Phlebitis:0.058 Newborn Diagnosis:9ccs155:Other GI dx | coef 0.012 95% CI: [-0.011 , 0.034] | OR_adj 1.012 [0.989 1.035] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs155:Other GI dx:1.000 Diagnosis:9ccs255:Social admin:-0.108 Diagnosis:9ccs10:Immuniz/scrn:-0.053 Diagnosis:9ccs126:Ot up rsp in:-0.040 Newborn Diagnosis:9ccs224:Ot perint dx:0.038 Diagnosis:9ccs253:Allergy:-0.024 Diagnosis:9ccs92:Otitis media:-0.021 Diagnosis:9ccs257:Ot aftercare:-0.021 Diagnosis:9ccs7:Viral infect:-0.021 Diagnosis:9ccs200:Oth skin dx:-0.015 * Vital: Wt-avg16to19 | coef 0.009 95% CI: [0.002 , 0.016] | OR_adj 1.009 [1.002 1.016] | occ: 1298 | OR_unadj: 3.060 [2.331 4.017] | indivs AUC:0.736 Correlated most with: Diagnosis:9ccs87:Retinal dx:-0.073 Diagnosis:9ccs48:Thyroid dsor:-0.070 Diagnosis:9ccs128:Asthma:0.064 Lab:297262 HEMOGLOBIN (HEMOCUE):0.064 Diagnosis:9ccs215:gu cong anom:0.061 Newborn Diagnosis:9ccs219:Low birth wt:-0.060 Newborn Diagnosis:9ccs214:GI cong anom:0.059 Diagnosis:9ccs238:Complic proc:-0.059 Diagnosis:9ccs205:Back problem:-0.059 Diagnosis:9ccs217:Ot cong anom:-0.058 * Vital: Wt-avg19to24 | coef 0.009 95% CI: [0.003 , 0.014] | OR_adj 1.009 [1.003 1.014] | occ: 1372 | OR_unadj: 3.824 [2.897 5.047] | indivs AUC:0.770 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.075 Lab:297262 HEMOGLOBIN (HEMOCUE):0.066 Lab:294495 LEAD, BLOOD - LMC:0.057 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.051 Diagnosis:9ccs5:HIV infectn:0.051 Newborn Diagnosis:9ccs5:HIV infectn:-0.051 Diagnosis:9ccs128:Asthma:0.048 Newborn Diagnosis:9ccs214:GI cong anom:0.047 Diagnosis:9ccs124:Tonsillitis:0.047 Newborn Diagnosis:9ccs59:Anemia:-0.047 * Vital: Wt for Length ZScore-avg1to3 | coef 0.007 95% CI: [0.003 , 0.011] | OR_adj 1.007 [1.003 1.011] | occ: 1348 | OR_unadj: 1.471 [1.126 1.921] | indivs AUC:0.589 Correlated most with: Diagnosis:9ccs259:Unclassified:-0.078 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.078 Newborn Diagnosis:9ccs59:Anemia:-0.078 Newborn Diagnosis:9ccs221:Resp distres:-0.066 Diagnosis:9ccs147:Anal/rectal:0.065 Lab:306025 PPD:0.065 Diagnosis:9ccs64:Ot hematl dx:-0.062 Diagnosis:9ccs125:Bronchitis:0.060 Diagnosis:9ccs238:Complic proc:-0.058 Diagnosis:9ccs217:Ot cong anom:-0.056 * Vital: Wt Change-avg19to24 | coef 0.007 95% CI: [0.001 , 0.013] | OR_adj 1.007 [1.001 1.013] | occ: 880 | OR_unadj: 2.064 [1.510 2.823] | indivs AUC:0.612 Correlated most with: Number of Visits:-0.186 Diagnosis:9ccs92:Otitis media:-0.142 Diagnosis:9ccs126:Ot up rsp in:-0.126 Diagnosis:9ccs133:Oth low resp:-0.099 Diagnosis:9ccs125:Bronchitis:-0.085 Diagnosis:9ccs127:COPD:-0.080 Diagnosis:9ccs257:Ot aftercare:-0.078 Diagnosis:9ccs5:HIV infectn:0.068 Diagnosis:9ccs217:Ot cong anom:0.066 Diagnosis:9ccs7:Viral infect:-0.066 * Vital: Wt-gain0to24 | coef 0.006 95% CI: [0.001 , 0.011] | OR_adj 1.006 [1.001 1.011] | occ: 1357 | OR_unadj: 3.724 [2.823 4.912] | indivs AUC:0.775 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.076 Lab:297262 HEMOGLOBIN (HEMOCUE):0.067 Lab:294495 LEAD, BLOOD - LMC:0.058 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.051 Diagnosis:9ccs5:HIV infectn:0.051 Newborn Diagnosis:9ccs5:HIV infectn:-0.051 Newborn Diagnosis:9ccs214:GI cong anom:0.048 Newborn Diagnosis:9ccs59:Anemia:-0.047 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.047 Diagnosis:9ccs124:Tonsillitis:0.047 Vital: Temp-latest | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.009] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.465 Correlated most with: Diagnosis:9ccs70:Schizo/rl dx:0.115 Lab:294495 LEAD, BLOOD - LMC:0.090 Diagnosis:9ccs154:Gastroent:-0.089 Lab:323700 CULTURE THROAT W SENS - Sunrise:0.065 Diagnosis:9ccs167:Breast dx:0.063 Diagnosis:9ccs92:Otitis media:0.056 Diagnosis:9ccs125:Bronchitis:0.054 Diagnosis:9ccs126:Ot up rsp in:0.052 Newborn Diagnosis:9ccs143:Abdom hernia:0.051 Diagnosis:9ccs254:Rehab:0.051 * Vital: Wt for Len Percentile-avg7to10 | coef 0.005 95% CI: [0.002 , 0.009] | OR_adj 1.005 [1.002 1.009] | occ: 1304 | OR_unadj: 2.608 [1.991 3.417] | indivs AUC:0.622 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.070 Diagnosis:9ccs171:Menstrual dx:-0.064 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.061 Diagnosis:9ccs200:Oth skin dx:-0.058 Diagnosis:9ccs217:Ot cong anom:-0.056 Diagnosis:9ccs245:Syncope:-0.054 Diagnosis:9ccs222:Perint jaund:-0.052 Lab:297262 HEMOGLOBIN (HEMOCUE):0.050 Lab:292495 LEAD LEVEL - Sunrise:0.049 Diagnosis:9ccs232:Sprain:-0.049 * Vital: Wt for Length Zscore-avg10to13 | coef 0.005 95% CI: [0.002 , 0.009] | OR_adj 1.005 [1.002 1.009] | occ: 1381 | OR_unadj: 2.955 [2.245 3.890] | indivs AUC:0.694 Correlated most with: Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.085 Newborn Diagnosis:9ccs59:Anemia:-0.085 Newborn Diagnosis:9ccs223:Birth trauma:0.073 Diagnosis:9ccs219:Low birth wt:-0.070 Diagnosis:9ccs10:Immuniz/scrn:-0.067 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.066 Diagnosis:9ccs48:Thyroid dsor:-0.066 Newborn Diagnosis:9ccs214:GI cong anom:0.064 Lab:294199 BILIRUBIN SCAN - LMC:-0.064 Diagnosis:9ccs242:Poisn ot med:0.062 * Vital: Wt-gain16to24 | coef -0.005 95% CI: [-0.009 , -0.001] | OR_adj 0.995 [0.991 0.999] | occ: 1425 | OR_unadj: 2.121 [1.581 2.845] | indivs AUC:0.582 Correlated most with: Newborn Diagnosis:9ccs133:Oth low resp:-0.076 Number of Visits:-0.074 Diagnosis:9ccs233:Intracrn inj:0.064 Diagnosis:9ccs138:Esophgeal dx:-0.058 Diagnosis:9ccs4:Mycoses:-0.056 Diagnosis:9ccs63:Wht blood dx:-0.055 Diagnosis:9ccs128:Asthma:-0.055 Diagnosis:9ccs61:Sickle cell:-0.051 Lab:292495 LEAD LEVEL - Sunrise:0.050 Newborn Diagnosis:9ccs256:Exam/eval:-0.047 * Vital: Wt for Length ZScore-avg19to24 | coef 0.004 95% CI: [-0.000 , 0.008] | OR_adj 1.004 [1.000 1.008] | occ: 1347 | OR_unadj: 3.737 [2.826 4.943] | indivs AUC:0.763 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.091 Diagnosis:9ccs259:Unclassified:-0.086 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.079 Newborn Diagnosis:9ccs59:Anemia:-0.079 Diagnosis:9ccs221:Resp distres:-0.071 Lab:296169 RETICULOCYTE COUNT- LMC:0.056 Diagnosis:9ccs10:Immuniz/scrn:-0.052 Diagnosis:9ccs143:Abdom hernia:0.051 Diagnosis:9ccs133:Oth low resp:-0.051 Diagnosis:9ccs198:Ot infl skin:-0.047 * Vital: Wt-gain7to13 | coef -0.004 95% CI: [-0.008 , -0.000] | OR_adj 0.996 [0.992 1.000] | occ: 1465 | OR_unadj: 1.582 [1.200 2.085] | indivs AUC:0.584 Correlated most with: Diagnosis:9ccs5:HIV infectn:-0.077 Newborn Diagnosis:9ccs143:Abdom hernia:0.067 Diagnosis:9ccs10:Immuniz/scrn:-0.066 Diagnosis:9ccs16:Liver/ibd ca:0.066 Lab:292495 LEAD LEVEL - Sunrise:-0.061 Diagnosis:9ccs232:Sprain:-0.061 Diagnosis:9ccs52:Nutrit defic:-0.060 Diagnosis:9ccs153:GI hemorrhag:-0.058 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.055 Diagnosis:9ccs197:Skin infectn:-0.051 * Vital: Wt for Length ZScore-avg7to10 | coef 0.004 95% CI: [0.001 , 0.006] | OR_adj 1.004 [1.001 1.007] | occ: 1331 | OR_unadj: 2.704 [2.060 3.548] | indivs AUC:0.643 Correlated most with: Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.084 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.076 Newborn Diagnosis:9ccs59:Anemia:-0.076 Diagnosis:9ccs125:Bronchitis:0.072 Diagnosis:9ccs171:Menstrual dx:-0.071 Diagnosis:9ccs217:Ot cong anom:-0.067 Diagnosis:9ccs48:Thyroid dsor:-0.060 Diagnosis:9ccs132:Lung externl:-0.059 Diagnosis:9ccs232:Sprain:-0.057 Diagnosis:9ccs87:Retinal dx:-0.057 * Vital: BMI-avg16to19 | coef 0.004 95% CI: [0.000 , 0.007] | OR_adj 1.004 [1.000 1.007] | occ: 1269 | OR_unadj: 3.131 [2.385 4.111] | indivs AUC:0.792 Correlated most with: Diagnosis:9ccs133:Oth low resp:-0.070 Diagnosis:9ccs48:Thyroid dsor:-0.069 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.067 Diagnosis:9ccs92:Otitis media:0.062 Diagnosis:9ccs234:Crush injury:0.059 Diagnosis:9ccs256:Exam/eval:-0.058 Diagnosis:9ccs230:Fx leg:-0.054 Diagnosis:9ccs87:Retinal dx:-0.054 Lab:294147 FREE T4 - LMC:0.053 Newborn Diagnosis:9ccs214:GI cong anom:0.052 * Vital: Wt-avg10to13 | coef 0.004 95% CI: [0.001 , 0.007] | OR_adj 1.004 [1.001 1.007] | occ: 1399 | OR_unadj: 2.696 [2.056 3.535] | indivs AUC:0.688 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.094 Diagnosis:9ccs219:Low birth wt:-0.083 Diagnosis:9ccs87:Retinal dx:-0.075 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.075 Newborn Diagnosis:9ccs223:Birth trauma:0.074 Newborn Diagnosis:9ccs214:GI cong anom:0.074 Newborn Diagnosis:9ccs215:gu cong anom:0.070 Lab:297262 HEMOGLOBIN (HEMOCUE):0.070 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.067 Newborn Diagnosis:9ccs59:Anemia:-0.067 * Vital: Wt for Len Percentile-avg10to13 | coef 0.003 95% CI: [0.000 , 0.007] | OR_adj 1.003 [1.000 1.007] | occ: 1379 | OR_unadj: 2.986 [2.269 3.930] | indivs AUC:0.700 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.079 Diagnosis:9ccs48:Thyroid dsor:-0.075 Diagnosis:9ccs10:Immuniz/scrn:-0.071 Diagnosis:9ccs219:Low birth wt:-0.062 Lab:294199 BILIRUBIN SCAN - LMC:-0.060 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.054 Lab:297262 HEMOGLOBIN (HEMOCUE):0.054 Diagnosis:9ccs259:Unclassified:-0.053 Diagnosis:9ccs87:Retinal dx:-0.052 Diagnosis:9ccs138:Esophgeal dx:-0.049 * Vital: Wt for Len Percentile-avg16to19 | coef 0.003 95% CI: [0.000 , 0.007] | OR_adj 1.003 [1.000 1.007] | occ: 1269 | OR_unadj: 2.937 [2.233 3.864] | indivs AUC:0.772 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.073 Diagnosis:9ccs234:Crush injury:0.072 Diagnosis:9ccs92:Otitis media:0.068 Diagnosis:9ccs87:Retinal dx:-0.061 Diagnosis:9ccs230:Fx leg:-0.059 Diagnosis:9ccs96:Hrt valve dx:-0.057 Lab:294147 FREE T4 - LMC:0.057 Diagnosis:9ccs232:Sprain:-0.057 MatDeliveryAge:-0.056 Lab:294205 TSH REFLEX TO FT4 - LMC:0.054 * Number of Visits | coef -0.003 95% CI: [-0.005 , -0.001] | OR_adj 0.997 [0.995 0.999] | occ: 1645 | OR_unadj: 0.708 [0.535 0.936] | indivs AUC:0.478 Correlated most with: Number of Visits:1.000 Diagnosis:9ccs126:Ot up rsp in:0.430 Diagnosis:9ccs92:Otitis media:0.408 Diagnosis:9ccs7:Viral infect:0.408 Diagnosis:9ccs133:Oth low resp:0.337 Diagnosis:9ccs257:Ot aftercare:0.325 Diagnosis:9ccs135:Intest infct:0.310 Diagnosis:9ccs155:Other GI dx:0.304 Diagnosis:9ccs90:Eye infectn:0.286 Diagnosis:9ccs10:Immuniz/scrn:0.277 Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.003 95% CI: [-0.003 , 0.009] | OR_adj 1.003 [0.997 1.009] | occ: 1611 | OR_unadj: 1.569 [0.777 3.170] | indivs AUC:0.512 Correlated most with: Newborn Diagnosis:9ccs10:Immuniz/scrn:1.000 Newborn Diagnosis:9ccs94:Other ear dx:0.316 Newborn Diagnosis:9ccs219:Low birth wt:-0.312 Newborn Diagnosis:9ccs259:Unclassified:-0.304 Newborn Diagnosis:9ccs0:No DX:-0.234 Newborn Diagnosis:9ccs256:Exam/eval:-0.206 Newborn Diagnosis:9ccs222:Perint jaund:-0.181 Newborn Diagnosis:9ccs221:Resp distres:-0.140 Diagnosis:9ccs219:Low birth wt:-0.123 Newborn Diagnosis:9ccs253:Allergy:-0.122 * Vital: BMI-avg10to13 | coef 0.003 95% CI: [0.000 , 0.006] | OR_adj 1.003 [1.000 1.006] | occ: 1380 | OR_unadj: 2.656 [2.025 3.483] | indivs AUC:0.689 Correlated most with: Diagnosis:9ccs242:Poisn ot med:0.072 Newborn Diagnosis:9ccs223:Birth trauma:0.071 Newborn Diagnosis:9ccs59:Anemia:-0.068 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.068 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.067 Diagnosis:9ccs125:Bronchitis:0.064 Diagnosis:9ccs234:Crush injury:0.063 Newborn Diagnosis:9ccs214:GI cong anom:0.063 Diagnosis:9ccs48:Thyroid dsor:-0.061 Lab:294199 BILIRUBIN SCAN - LMC:-0.059 * Vital: BMI-avg7to10 | coef 0.003 95% CI: [-0.001 , 0.006] | OR_adj 1.003 [0.999 1.006] | occ: 1333 | OR_unadj: 2.458 [1.877 3.218] | indivs AUC:0.623 Correlated most with: Diagnosis:9ccs120:Hemmorhoids:0.117 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.097 Newborn Diagnosis:9ccs59:Anemia:-0.067 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.067 Diagnosis:9ccs125:Bronchitis:0.064 Diagnosis:9ccs171:Menstrual dx:-0.063 Diagnosis:9ccs5:HIV infectn:0.060 Diagnosis:9ccs217:Ot cong anom:-0.059 Diagnosis:9ccs3:Oth bact inf:0.058 Diagnosis:9ccs48:Thyroid dsor:-0.057 Vital: Ht Percentile-gain16to24 | coef 0.003 95% CI: [-0.001 , 0.007] | OR_adj 1.003 [0.999 1.007] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.554 Correlated most with: Diagnosis:9ccs0:No DX:0.102 Diagnosis:9ccs258:Other screen:-0.095 Diagnosis:9ccs51:Ot endo dsor:-0.076 Lab:296169 RETICULOCYTE COUNT- LMC:-0.074 Diagnosis:9ccs259:Unclassified:0.067 Newborn Diagnosis:9ccs224:Ot perint dx:-0.066 Diagnosis:9ccs213:Cardiac anom:-0.065 Lab:294203 BILIRUBIN TOTAL - LMC:-0.062 Diagnosis:9ccs8:Oth infectns:0.061 Diagnosis:9ccs168:PID:-0.061 * Vital: Wt-avg13to16 | coef 0.003 95% CI: [-0.002 , 0.008] | OR_adj 1.003 [0.998 1.008] | occ: 1308 | OR_unadj: 3.224 [2.452 4.240] | indivs AUC:0.703 Correlated most with: Diagnosis:9ccs242:Poisn ot med:0.085 Diagnosis:9ccs87:Retinal dx:-0.072 Newborn Diagnosis:9ccs214:GI cong anom:0.070 Diagnosis:9ccs48:Thyroid dsor:-0.067 Newborn Diagnosis:9ccs219:Low birth wt:-0.065 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.064 Newborn Diagnosis:9ccs59:Anemia:-0.064 Diagnosis:9ccs124:Tonsillitis:0.062 Newborn Diagnosis:9ccs133:Oth low resp:0.057 Lab:297262 HEMOGLOBIN (HEMOCUE):0.056 * Vital: Wt-avg7to10 | coef 0.003 95% CI: [-0.000 , 0.005] | OR_adj 1.003 [1.000 1.005] | occ: 1355 | OR_unadj: 2.480 [1.894 3.248] | indivs AUC:0.633 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.112 Diagnosis:9ccs219:Low birth wt:-0.091 Diagnosis:9ccs87:Retinal dx:-0.085 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.084 Diagnosis:9ccs238:Complic proc:-0.079 Diagnosis:9ccs125:Bronchitis:0.075 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.069 Newborn Diagnosis:9ccs59:Anemia:-0.069 Newborn Diagnosis:9ccs214:GI cong anom:0.068 Lab:297262 HEMOGLOBIN (HEMOCUE):0.059 Vital: HC-latest | coef 0.002 95% CI: [0.000 , 0.005] | OR_adj 1.002 [1.000 1.005] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.592 Correlated most with: Number of Visits:0.302 Diagnosis:9ccs126:Ot up rsp in:0.252 Diagnosis:9ccs10:Immuniz/scrn:0.246 Diagnosis:9ccs92:Otitis media:0.214 Diagnosis:9ccs257:Ot aftercare:0.211 Diagnosis:9ccs7:Viral infect:0.160 Diagnosis:9ccs125:Bronchitis:0.152 Diagnosis:9ccs135:Intest infct:0.150 Diagnosis:9ccs90:Eye infectn:0.137 Diagnosis:9ccs96:Hrt valve dx:0.100 * Vital: Wt Percentile-latest | coef 0.002 95% CI: [0.000 , 0.005] | OR_adj 1.002 [1.000 1.005] | occ: 1028 | OR_unadj: 2.134 [1.631 2.792] | indivs AUC:0.737 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.087 Newborn Diagnosis:9ccs5:HIV infectn:-0.079 Newborn Diagnosis:9ccs59:Anemia:-0.072 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.072 Diagnosis:9ccs236:Opn wnd extr:-0.071 Diagnosis:9ccs245:Syncope:-0.068 Diagnosis:9ccs16:Liver/ibd ca:-0.068 Diagnosis:9ccs89:Blindness:0.066 Diagnosis:9ccs199:Ulcer skin:-0.065 Newborn Diagnosis:9ccs200:Oth skin dx:-0.064 * Vital: Wt Change-latest | coef 0.002 95% CI: [0.000 , 0.005] | OR_adj 1.002 [1.000 1.005] | occ: 979 | OR_unadj: 1.660 [1.219 2.259] | indivs AUC:0.608 Correlated most with: Number of Visits:-0.181 Diagnosis:9ccs126:Ot up rsp in:-0.138 Diagnosis:9ccs92:Otitis media:-0.120 Diagnosis:9ccs125:Bronchitis:-0.110 Newborn Diagnosis:9ccs143:Abdom hernia:0.097 Diagnosis:9ccs133:Oth low resp:-0.082 Newborn Diagnosis:9ccs0:No DX:0.081 Diagnosis:9ccs135:Intest infct:-0.079 Diagnosis:9ccs257:Ot aftercare:-0.078 Diagnosis:9ccs7:Viral infect:-0.071 * Vital: BMI-avg5to7 | coef 0.002 95% CI: [-0.000 , 0.005] | OR_adj 1.002 [1.000 1.005] | occ: 1293 | OR_unadj: 2.167 [1.657 2.835] | indivs AUC:0.634 Correlated most with: Diagnosis:9ccs238:Complic proc:-0.089 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.077 Newborn Diagnosis:9ccs59:Anemia:-0.077 Diagnosis:9ccs145:Int obstruct:-0.068 Newborn Diagnosis:9ccs219:Low birth wt:-0.067 Lab:294199 BILIRUBIN SCAN - LMC:-0.061 Diagnosis:9ccs219:Low birth wt:-0.059 Lab:296169 RETICULOCYTE COUNT- LMC:0.054 Newborn Diagnosis:9ccs213:Cardiac anom:-0.054 Newborn Diagnosis:9ccs253:Allergy:-0.052 * Vital: Wt for Length ZScore-avg5to7 | coef 0.002 95% CI: [-0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 1297 | OR_unadj: 2.431 [1.856 3.184] | indivs AUC:0.646 Correlated most with: Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.094 Newborn Diagnosis:9ccs59:Anemia:-0.094 Diagnosis:9ccs238:Complic proc:-0.091 Lab:294199 BILIRUBIN SCAN - LMC:-0.077 Lab:296169 RETICULOCYTE COUNT- LMC:0.066 Newborn Diagnosis:9ccs219:Low birth wt:-0.055 Diagnosis:9ccs92:Otitis media:0.055 Diagnosis:9ccs219:Low birth wt:-0.052 Newborn Diagnosis:9ccs213:Cardiac anom:-0.051 Diagnosis:9ccs245:Syncope:-0.050 * Vital: Wt for Len Percentile-avg5to7 | coef 0.002 95% CI: [-0.002 , 0.005] | OR_adj 1.002 [0.998 1.006] | occ: 966 | OR_unadj: 1.961 [1.497 2.571] | indivs AUC:0.562 Correlated most with: Diagnosis:9ccs222:Perint jaund:-0.059 Diagnosis:9ccs75:Hx mental dx:0.058 Diagnosis:9ccs217:Ot cong anom:-0.055 Diagnosis:9ccs245:Syncope:-0.054 Diagnosis:9ccs213:Cardiac anom:-0.052 Diagnosis:9ccs5:HIV infectn:0.051 Diagnosis:9ccs72:Anxiety dx:-0.050 Diagnosis:9ccs132:Lung externl:-0.050 Diagnosis:9ccs125:Bronchitis:0.050 Diagnosis:9ccs211:Ot conn tiss:0.050 * Vital: Wt for Len Percentile-gain3to7 | coef 0.002 95% CI: [-0.001 , 0.004] | OR_adj 1.002 [0.999 1.004] | occ: 947 | OR_unadj: 1.643 [1.240 2.177] | indivs AUC:0.541 Correlated most with: Diagnosis:9ccs155:Other GI dx:-0.100 Diagnosis:9ccs59:Anemia:0.062 Diagnosis:9ccs211:Ot conn tiss:0.058 Diagnosis:9ccs137:Mouth dx:0.058 Diagnosis:9ccs128:Asthma:0.054 Diagnosis:9ccs153:GI hemorrhag:-0.053 Diagnosis:9ccs5:HIV infectn:0.053 Lab:292208 CBC/DIFF/PLT - Sunrise:0.051 Diagnosis:9ccs140:Gastritis:-0.049 Newborn Diagnosis:9ccs133:Oth low resp:0.048 Vital: RR-avg16to19 | coef -0.002 95% CI: [-0.005 , 0.002] | OR_adj 0.998 [0.995 1.002] | occ: 154 | OR_unadj: 1.347 [0.768 2.362] | indivs AUC:0.513 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.092 Diagnosis:9ccs240:Burns:0.091 Diagnosis:9ccs125:Bronchitis:0.057 Diagnosis:9ccs95:Oth nerv dx:-0.053 Diagnosis:9ccs239:Superfic inj:0.051 Diagnosis:9ccs2:Septicemia:0.051 Diagnosis:9ccs133:Oth low resp:0.050 Diagnosis:9ccs105:Conduction:0.050 Diagnosis:9ccs123:Influenza:0.049 Diagnosis:9ccs197:Skin infectn:0.041 Vital: BMI-gain5to10 | coef -0.002 95% CI: [-0.005 , 0.001] | OR_adj 0.998 [0.995 1.001] | occ: 1455 | OR_unadj: 1.104 [0.834 1.462] | indivs AUC:0.488 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.095 Diagnosis:9ccs236:Opn wnd extr:0.085 Diagnosis:9ccs256:Exam/eval:-0.062 Newborn Diagnosis:9ccs94:Other ear dx:-0.061 Diagnosis:9ccs2619:e codes: other specified- nec:-0.061 Diagnosis:9ccs228:Fx skull fac:-0.061 Diagnosis:9ccs200:Oth skin dx:-0.061 Newborn Diagnosis:9ccs143:Abdom hernia:-0.057 Diagnosis:9ccs16:Liver/ibd ca:-0.057 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.051 Vital: Ht Percentile-avg0to1 | coef -0.002 95% CI: [-0.005 , 0.002] | OR_adj 0.998 [0.995 1.002] | occ: 307 | OR_unadj: 0.763 [0.457 1.274] | indivs AUC:0.527 Correlated most with: Diagnosis:9ccs44:Neoplsm unsp:0.142 Diagnosis:9ccs211:Ot conn tiss:0.085 Newborn Diagnosis:9ccs200:Oth skin dx:-0.084 Newborn Diagnosis:9ccs219:Low birth wt:-0.074 Lab:294203 BILIRUBIN TOTAL - LMC:-0.074 Diagnosis:9ccs140:Gastritis:0.066 Newborn Diagnosis:9ccs214:GI cong anom:-0.064 Diagnosis:9ccs168:PID:0.060 Diagnosis:9ccs208:Acq foot def:0.060 Diagnosis:9ccs224:Ot perint dx:0.059 Vital: Wt for Len Percentile-gain5to10 | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 1245 | OR_unadj: 0.990 [0.750 1.306] | indivs AUC:0.481 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:0.105 Lab:292495 LEAD LEVEL - Sunrise:0.094 Diagnosis:9ccs228:Fx skull fac:-0.070 Diagnosis:9ccs2619:e codes: other specified- nec:-0.070 Diagnosis:9ccs200:Oth skin dx:-0.069 Diagnosis:9ccs95:Oth nerv dx:-0.059 Diagnosis:9ccs256:Exam/eval:-0.059 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.058 Diagnosis:9ccs223:Birth trauma:-0.054 Newborn Diagnosis:9ccs221:Resp distres:0.053 * Vital: Wt Percentile-avg16to19 | coef 0.002 95% CI: [-0.002 , 0.005] | OR_adj 1.002 [0.998 1.005] | occ: 747 | OR_unadj: 1.781 [1.341 2.364] | indivs AUC:0.649 Correlated most with: Newborn Diagnosis:9ccs59:Anemia:-0.086 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.086 Diagnosis:9ccs48:Thyroid dsor:-0.085 Diagnosis:9ccs230:Fx leg:-0.082 Diagnosis:9ccs208:Acq foot def:0.072 Diagnosis:9ccs205:Back problem:-0.071 Diagnosis:9ccs236:Opn wnd extr:-0.067 Newborn Diagnosis:9ccs219:Low birth wt:-0.064 Lab:294199 BILIRUBIN SCAN - LMC:-0.064 Lab:294205 TSH REFLEX TO FT4 - LMC:0.062 Vital: Wt for Length ZScore-gain1to5 | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 1394 | OR_unadj: 1.181 [0.903 1.546] | indivs AUC:0.536 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:0.111 Diagnosis:9ccs147:Anal/rectal:0.103 Diagnosis:9ccs219:Low birth wt:0.092 Lab:306025 PPD:0.089 Diagnosis:9ccs125:Bronchitis:0.064 Lab:294203 BILIRUBIN TOTAL - LMC:-0.063 Diagnosis:9ccs74:Ot mentl cnd:0.062 Newborn Diagnosis:9ccs253:Allergy:0.057 Diagnosis:9ccs61:Sickle cell:-0.054 Diagnosis:9ccs128:Asthma:0.051 MatDeliveryAge | coef 0.001 95% CI: [0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.518 Correlated most with: MatDeliveryAge:1.000 Newborn Diagnosis:9ccs259:Unclassified:0.105 Number of Visits:0.088 Diagnosis:9ccs136:Teeth dx:0.080 Diagnosis:9ccs87:Retinal dx:0.071 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.069 Diagnosis:9ccs95:Oth nerv dx:0.061 Diagnosis:9ccs10:Immuniz/scrn:0.061 Diagnosis:9ccs126:Ot up rsp in:0.059 Diagnosis:9ccs254:Rehab:0.059 Vital: Wt for Length ZScore-gain5to10 | coef -0.001 95% CI: [-0.003 , 0.001] | OR_adj 0.999 [0.997 1.001] | occ: 1438 | OR_unadj: 1.002 [0.766 1.310] | indivs AUC:0.523 Correlated most with: Newborn Diagnosis:9ccs220:Birth asphyx:-0.070 Lab:294199 BILIRUBIN SCAN - LMC:-0.063 Lab:292495 LEAD LEVEL - Sunrise:-0.059 Newborn Diagnosis:9ccs219:Low birth wt:-0.059 Newborn Diagnosis:9ccs221:Resp distres:-0.058 Diagnosis:9ccs58:Ot nutrit dx:0.058 Diagnosis:9ccs236:Opn wnd extr:-0.055 Diagnosis:9ccs52:Nutrit defic:0.055 Diagnosis:9ccs145:Int obstruct:-0.054 Diagnosis:9ccs196:Nml preg/del:-0.054 Newborn Diagnosis:9ccs219:Low birth wt | coef 0.001 95% CI: [-0.001 , 0.004] | OR_adj 1.001 [0.999 1.004] | occ: 102 | OR_unadj: 1.051 [0.606 1.824] | indivs AUC:0.494 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:1.000 Diagnosis:9ccs219:Low birth wt:0.413 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.312 Newborn Diagnosis:9ccs256:Exam/eval:0.306 Newborn Diagnosis:9ccs221:Resp distres:0.272 Newborn Diagnosis:9ccs222:Perint jaund:0.264 Newborn Diagnosis:9ccs253:Allergy:0.240 Diagnosis:9ccs74:Ot mentl cnd:0.126 Newborn Diagnosis:9ccs94:Other ear dx:-0.120 Diagnosis:9ccs143:Abdom hernia:0.104 * Vital: HC-avg10to13 | coef -0.001 95% CI: [-0.004 , 0.001] | OR_adj 0.999 [0.996 1.001] | occ: 1158 | OR_unadj: 1.481 [1.134 1.934] | indivs AUC:0.587 Correlated most with: Newborn Diagnosis:9ccs5:HIV infectn:-0.099 Diagnosis:9ccs132:Lung externl:-0.075 Diagnosis:9ccs87:Retinal dx:-0.069 Diagnosis:9ccs73:Preadult dx:0.061 Diagnosis:9ccs49:DiabMel no c:0.061 Diagnosis:9ccs70:Schizo/rl dx:-0.058 Diagnosis:9ccs147:Anal/rectal:0.054 Diagnosis:9ccs163:Other GU dx:0.053 Diagnosis:9ccs238:Complic proc:-0.052 Diagnosis:9ccs242:Poisn ot med:0.049 * Vital: Wt-avg3to5 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1316 | OR_unadj: 1.676 [1.282 2.190] | indivs AUC:0.597 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.220 Diagnosis:9ccs219:Low birth wt:-0.108 Diagnosis:9ccs87:Retinal dx:-0.092 Newborn Diagnosis:9ccs222:Perint jaund:-0.085 Newborn Diagnosis:9ccs221:Resp distres:-0.080 Diagnosis:9ccs143:Abdom hernia:-0.078 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.076 Diagnosis:9ccs125:Bronchitis:0.076 Diagnosis:9ccs3:Oth bact inf:0.073 Newborn Diagnosis:9ccs200:Oth skin dx:-0.072 Vital: Ht Percentile-avg1to3 | coef -0.001 95% CI: [-0.004 , 0.001] | OR_adj 0.999 [0.996 1.001] | occ: 375 | OR_unadj: 0.643 [0.396 1.043] | indivs AUC:0.469 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.107 Diagnosis:9ccs44:Neoplsm unsp:0.104 Newborn Diagnosis:9ccs200:Oth skin dx:-0.076 Diagnosis:9ccs70:Schizo/rl dx:-0.076 Diagnosis:9ccs208:Acq foot def:0.072 Diagnosis:9ccs168:PID:0.066 Diagnosis:9ccs8:Oth infectns:0.066 Diagnosis:9ccs252:Fatigue:0.065 Diagnosis:9ccs224:Ot perint dx:0.063 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.062 Diagnosis:9ccs155:Other GI dx | coef -0.001 95% CI: [-0.004 , 0.001] | OR_adj 0.999 [0.996 1.001] | occ: 446 | OR_unadj: 0.796 [0.581 1.090] | indivs AUC:0.428 Correlated most with: Diagnosis:9ccs155:Other GI dx:1.000 Number of Visits:0.304 Diagnosis:9ccs200:Oth skin dx:0.168 Diagnosis:9ccs7:Viral infect:0.153 Diagnosis:9ccs126:Ot up rsp in:0.144 Diagnosis:9ccs239:Superfic inj:0.136 Diagnosis:9ccs10:Immuniz/scrn:0.130 Diagnosis:9ccs250:Nausea/vomit:0.124 Diagnosis:9ccs133:Oth low resp:0.116 Diagnosis:9ccs91:Other eye dx:0.113 Vital: HC-gain3to7 | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 1310 | OR_unadj: 1.076 [0.825 1.404] | indivs AUC:0.578 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.075 Lab:292495 LEAD LEVEL - Sunrise:-0.071 Diagnosis:9ccs246:FUO:0.070 Diagnosis:9ccs236:Opn wnd extr:-0.069 Diagnosis:9ccs196:Nml preg/del:0.069 Diagnosis:9ccs113:Late eff CVD:0.059 Diagnosis:9ccs240:Burns:-0.055 Diagnosis:9ccs8:Oth infectns:0.054 Newborn Diagnosis:9ccs222:Perint jaund:-0.054 Diagnosis:9ccs125:Bronchitis:-0.054 * Vital: BMI-avg3to5 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1296 | OR_unadj: 1.871 [1.431 2.447] | indivs AUC:0.611 Correlated most with: Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.080 Diagnosis:9ccs125:Bronchitis:0.071 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.071 Newborn Diagnosis:9ccs59:Anemia:-0.071 Newborn Diagnosis:9ccs219:Low birth wt:-0.070 Diagnosis:9ccs92:Otitis media:0.065 Diagnosis:9ccs238:Complic proc:-0.059 Diagnosis:9ccs171:Menstrual dx:-0.059 Diagnosis:9ccs72:Anxiety dx:-0.057 Newborn Diagnosis:9ccs214:GI cong anom:0.056 Vital: Wt for Length ZScore-avg0to1 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1309 | OR_unadj: 1.211 [0.926 1.584] | indivs AUC:0.579 Correlated most with: Diagnosis:9ccs219:Low birth wt:-0.096 Newborn Diagnosis:9ccs219:Low birth wt:-0.095 Diagnosis:10ccs58:Ot nutrit dx:0.069 Diagnosis:9ccs222:Perint jaund:-0.067 Newborn Diagnosis:9ccs224:Ot perint dx:0.064 Lab:296169 RETICULOCYTE COUNT- LMC:0.062 Diagnosis:9ccs2603:E Codes: Fall:0.062 Diagnosis:9ccs236:Opn wnd extr:0.060 Newborn Diagnosis:9ccs256:Exam/eval:-0.057 Diagnosis:9ccs161:Ot dx kidney:0.054 * Vital: Wt for Len Percentile-gain10to16 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1273 | OR_unadj: 1.672 [1.280 2.183] | indivs AUC:0.545 Correlated most with: Diagnosis:9ccs5:HIV infectn:0.078 Diagnosis:9ccs163:Other GU dx:-0.077 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.063 Diagnosis:9ccs92:Otitis media:0.060 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.057 Newborn Diagnosis:9ccs219:Low birth wt:0.056 Newborn Diagnosis:9ccs215:gu cong anom:-0.053 Diagnosis:9ccs175:Ot femal gen:-0.050 Newborn Diagnosis:9ccs253:Allergy:0.048 Newborn Diagnosis:9ccs47:Ot bnign neo:0.048 Diagnosis:9ccs122:Pneumonia | coef -0.001 95% CI: [-0.003 , 0.001] | OR_adj 0.999 [0.997 1.001] | occ: 123 | OR_unadj: 1.174 [0.719 1.916] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs122:Pneumonia:1.000 Number of Visits:0.235 Diagnosis:9ccs128:Asthma:0.211 Diagnosis:9ccs125:Bronchitis:0.164 Diagnosis:9ccs133:Oth low resp:0.161 Diagnosis:9ccs127:COPD:0.147 Diagnosis:9ccs92:Otitis media:0.145 Diagnosis:9ccs126:Ot up rsp in:0.115 Diagnosis:9ccs59:Anemia:0.103 Diagnosis:9ccs90:Eye infectn:0.091 Vital: Wt for Length ZScore-gain10to16 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1476 | OR_unadj: 1.137 [0.870 1.485] | indivs AUC:0.558 Correlated most with: Diagnosis:9ccs199:Ulcer skin:-0.083 Diagnosis:9ccs5:HIV infectn:-0.078 Diagnosis:9ccs120:Hemmorhoids:-0.071 Diagnosis:9ccs118:Phlebitis:0.069 Diagnosis:9ccs16:Liver/ibd ca:0.064 Diagnosis:9ccs113:Late eff CVD:0.063 Newborn Diagnosis:9ccs216:Nerv cong an:0.062 Diagnosis:9ccs95:Oth nerv dx:0.059 Newborn Diagnosis:9ccs94:Other ear dx:0.059 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.058 Vital: HC-gain0to3 | coef -0.001 95% CI: [-0.003 , 0.001] | OR_adj 0.999 [0.997 1.001] | occ: 1332 | OR_unadj: 0.871 [0.636 1.192] | indivs AUC:0.490 Correlated most with: Number of Visits:0.117 Diagnosis:9ccs126:Ot up rsp in:0.073 Diagnosis:9ccs137:Mouth dx:0.072 Diagnosis:9ccs49:DiabMel no c:-0.070 Newborn Diagnosis:9ccs143:Abdom hernia:-0.065 Diagnosis:9ccs92:Otitis media:0.062 Diagnosis:9ccs16:Liver/ibd ca:0.060 Newborn Diagnosis:9ccs133:Oth low resp:0.059 Diagnosis:9ccs159:UTI:0.055 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.054 Vital: HC-gain13to19 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1080 | OR_unadj: 0.985 [0.755 1.286] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs128:Asthma:0.079 Newborn Diagnosis:9ccs223:Birth trauma:0.070 Diagnosis:9ccs171:Menstrual dx:-0.058 Diagnosis:9ccs96:Hrt valve dx:0.058 Diagnosis:9ccs10:Immuniz/scrn:0.055 Diagnosis:9ccs257:Ot aftercare:0.050 Diagnosis:9ccs243:Poisn nonmed:-0.049 Diagnosis:9ccs163:Other GU dx:0.048 Diagnosis:9ccs228:Fx skull fac:0.047 Diagnosis:9ccs2619:e codes: other specified- nec:0.047 Vital: Wt for Length ZScore-gain3to7 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1431 | OR_unadj: 0.985 [0.752 1.290] | indivs AUC:0.510 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:0.085 Diagnosis:9ccs52:Nutrit defic:-0.075 Lab:306025 PPD:-0.064 Diagnosis:9ccs127:COPD:0.056 Diagnosis:9ccs95:Oth nerv dx:0.055 Newborn Diagnosis:9ccs256:Exam/eval:0.052 Diagnosis:9ccs200:Oth skin dx:0.052 Diagnosis:9ccs122:Pneumonia:-0.050 Diagnosis:9ccs253:Allergy:0.050 Diagnosis:9ccs5:HIV infectn:-0.048 * Vital: Ht-gain7to13 | coef -0.001 95% CI: [-0.003 , 0.001] | OR_adj 0.999 [0.997 1.001] | occ: 1451 | OR_unadj: 1.379 [1.027 1.851] | indivs AUC:0.532 Correlated most with: Diagnosis:9ccs232:Sprain:-0.066 Diagnosis:9ccs5:HIV infectn:-0.063 Diagnosis:9ccs52:Nutrit defic:-0.062 Diagnosis:9ccs10:Immuniz/scrn:-0.060 Newborn Diagnosis:9ccs143:Abdom hernia:0.060 Diagnosis:9ccs2619:e codes: other specified- nec:0.059 Diagnosis:9ccs228:Fx skull fac:0.059 Lab:292495 LEAD LEVEL - Sunrise:-0.057 Diagnosis:9ccs16:Liver/ibd ca:0.057 Diagnosis:9ccs2603:E Codes: Fall:-0.054 Vital: HC-gain5to10 | coef -0.001 95% CI: [-0.002 , 0.000] | OR_adj 0.999 [0.998 1.000] | occ: 1305 | OR_unadj: 1.028 [0.772 1.370] | indivs AUC:0.434 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.079 Diagnosis:9ccs251:Abdomnl pain:-0.067 Diagnosis:9ccs234:Crush injury:-0.064 Diagnosis:9ccs236:Opn wnd extr:0.064 Lab:292208 CBC/DIFF/PLT - Sunrise:0.058 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.057 Diagnosis:9ccs231:Oth fracture:-0.055 Diagnosis:9ccs8:Oth infectns:-0.054 Newborn Diagnosis:9ccs256:Exam/eval:-0.051 Diagnosis:9ccs92:Otitis media:0.050 Vital: Wt for Len Percentile-avg3to5 | coef -0.001 95% CI: [-0.003 , 0.001] | OR_adj 0.999 [0.997 1.001] | occ: 228 | OR_unadj: 1.556 [0.962 2.517] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs75:Hx mental dx:0.075 Newborn Diagnosis:9ccs134:Ot uppr resp:0.075 Diagnosis:9ccs120:Hemmorhoids:-0.069 Diagnosis:9ccs136:Teeth dx:0.067 Diagnosis:9ccs155:Other GI dx:0.066 Newborn Diagnosis:9ccs217:Ot cong anom:-0.063 Diagnosis:9ccs16:Liver/ibd ca:-0.058 Diagnosis:9ccs127:COPD:-0.058 Diagnosis:9ccs106:Dysrhythmia:-0.057 Diagnosis:9ccs171:Menstrual dx:-0.057 Vital: HR-avg16to19 | coef -0.001 95% CI: [-0.003 , 0.001] | OR_adj 0.999 [0.997 1.001] | occ: 364 | OR_unadj: 0.933 [0.582 1.496] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs106:Dysrhythmia:0.124 Diagnosis:9ccs240:Burns:0.086 Diagnosis:9ccs217:Ot cong anom:0.077 Diagnosis:9ccs161:Ot dx kidney:0.073 Diagnosis:9ccs63:Wht blood dx:0.071 Diagnosis:9ccs90:Eye infectn:0.071 Diagnosis:9ccs219:Low birth wt:0.070 Diagnosis:9ccs159:UTI:0.063 Diagnosis:9ccs91:Other eye dx:0.061 Diagnosis:9ccs230:Fx leg:-0.059 Vital: Wt Percentile-gain16to24 | coef -0.001 95% CI: [-0.003 , 0.001] | OR_adj 0.999 [0.997 1.001] | occ: 961 | OR_unadj: 1.048 [0.733 1.496] | indivs AUC:0.531 Correlated most with: Diagnosis:9ccs0:No DX:0.084 Diagnosis:9ccs74:Ot mentl cnd:0.077 Diagnosis:9ccs233:Intracrn inj:0.072 Diagnosis:9ccs63:Wht blood dx:-0.065 Diagnosis:9ccs168:PID:-0.064 Diagnosis:9ccs61:Sickle cell:-0.063 Diagnosis:9ccs208:Acq foot def:-0.062 Diagnosis:9ccs257:Ot aftercare:-0.059 Newborn Diagnosis:9ccs224:Ot perint dx:-0.059 Lab:292495 LEAD LEVEL - Sunrise:0.054 * Vital: Ht Percentile-latest | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1043 | OR_unadj: 1.325 [1.003 1.751] | indivs AUC:0.562 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.098 Diagnosis:9ccs89:Blindness:0.081 Diagnosis:9ccs128:Asthma:0.065 Lab:294203 BILIRUBIN TOTAL - LMC:-0.064 Newborn Diagnosis:9ccs214:GI cong anom:0.060 Newborn Diagnosis:9ccs215:gu cong anom:0.059 Newborn Diagnosis:9ccs200:Oth skin dx:-0.058 Diagnosis:9ccs2:Septicemia:0.054 Newborn Diagnosis:9ccs5:HIV infectn:-0.053 Diagnosis:9ccs137:Mouth dx:0.052 * Vital: Wt Percentile-gain13to19 | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 826 | OR_unadj: 0.644 [0.432 0.961] | indivs AUC:0.495 Correlated most with: Newborn Diagnosis:9ccs143:Abdom hernia:-0.086 Diagnosis:9ccs0:No DX:0.079 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.078 Diagnosis:9ccs257:Ot aftercare:0.076 Diagnosis:9ccs49:DiabMel no c:0.064 Diagnosis:9ccs91:Other eye dx:-0.063 Diagnosis:9ccs128:Asthma:0.056 Diagnosis:9ccs208:Acq foot def:0.055 Diagnosis:9ccs7:Viral infect:0.055 Number of Visits:0.052 Vital: Wt-avg0to1 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1336 | OR_unadj: 1.096 [0.838 1.434] | indivs AUC:0.526 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.362 Diagnosis:9ccs219:Low birth wt:-0.222 Newborn Diagnosis:9ccs221:Resp distres:-0.150 Newborn Diagnosis:9ccs256:Exam/eval:-0.139 Newborn Diagnosis:9ccs224:Ot perint dx:0.130 Newborn Diagnosis:9ccs253:Allergy:-0.111 Newborn Diagnosis:9ccs222:Perint jaund:-0.107 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.105 Diagnosis:9ccs222:Perint jaund:-0.098 Diagnosis:9ccs143:Abdom hernia:-0.082 * Vital: Wt-gain3to7 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1439 | OR_unadj: 1.333 [1.022 1.740] | indivs AUC:0.560 Correlated most with: Diagnosis:9ccs236:Opn wnd extr:-0.093 Lab:292495 LEAD LEVEL - Sunrise:-0.091 Diagnosis:9ccs92:Otitis media:0.074 Diagnosis:9ccs128:Asthma:0.068 Diagnosis:9ccs5:HIV infectn:0.064 Diagnosis:9ccs126:Ot up rsp in:0.064 Diagnosis:9ccs7:Viral infect:0.063 Newborn Diagnosis:9ccs220:Birth asphyx:-0.057 Number of Visits:0.055 Diagnosis:9ccs233:Intracrn inj:0.055 Vital: Wt for Length ZScore-gain7to13 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1460 | OR_unadj: 1.296 [0.993 1.692] | indivs AUC:0.536 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.089 Newborn Diagnosis:9ccs220:Birth asphyx:0.083 Diagnosis:9ccs199:Ulcer skin:0.081 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.073 Lab:297262 HEMOGLOBIN (HEMOCUE):0.069 Diagnosis:9ccs120:Hemmorhoids:0.066 Diagnosis:9ccs236:Opn wnd extr:0.060 Lab:294199 BILIRUBIN SCAN - LMC:0.059 Diagnosis:9ccs232:Sprain:-0.058 Diagnosis:9ccs145:Int obstruct:0.056 * Vital: HC-avg19to24 | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 917 | OR_unadj: 1.767 [1.333 2.341] | indivs AUC:0.534 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.119 Newborn Diagnosis:9ccs5:HIV infectn:-0.105 Diagnosis:9ccs83:Epilepsy/cnv:-0.101 Diagnosis:9ccs90:Eye infectn:0.070 Diagnosis:9ccs70:Schizo/rl dx:-0.065 Diagnosis:9ccs94:Other ear dx:-0.063 Diagnosis:9ccs49:DiabMel no c:0.063 Diagnosis:9ccs247:Lymph enlarg:0.062 Diagnosis:9ccs87:Retinal dx:-0.061 Newborn Diagnosis:9ccs197:Skin infectn:-0.057 Vital: Ht-gain3to7 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1405 | OR_unadj: 1.120 [0.858 1.461] | indivs AUC:0.523 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:-0.091 Diagnosis:9ccs236:Opn wnd extr:-0.083 Diagnosis:9ccs246:FUO:0.081 Diagnosis:9ccs240:Burns:-0.071 Diagnosis:9ccs113:Late eff CVD:0.069 Diagnosis:9ccs7:Viral infect:0.062 Diagnosis:9ccs92:Otitis media:0.060 Diagnosis:9ccs126:Ot up rsp in:0.057 Diagnosis:9ccs105:Conduction:0.057 Diagnosis:9ccs128:Asthma:0.056 Vital: Ht-gain0to3 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1394 | OR_unadj: 0.853 [0.644 1.129] | indivs AUC:0.537 Correlated most with: Number of Visits:0.136 Diagnosis:9ccs126:Ot up rsp in:0.108 Newborn Diagnosis:9ccs143:Abdom hernia:-0.089 Diagnosis:9ccs16:Liver/ibd ca:0.082 Newborn Diagnosis:9ccs133:Oth low resp:0.080 Diagnosis:9ccs10:Immuniz/scrn:0.076 Diagnosis:9ccs92:Otitis media:0.074 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.072 Newborn Diagnosis:9ccs256:Exam/eval:0.068 Diagnosis:9ccs122:Pneumonia:0.064 Vital: Wt-gain13to19 | coef -0.001 95% CI: [-0.002 , 0.000] | OR_adj 0.999 [0.998 1.000] | occ: 1408 | OR_unadj: 1.117 [0.855 1.458] | indivs AUC:0.590 Correlated most with: Diagnosis:9ccs233:Intracrn inj:-0.066 Number of Visits:0.065 Newborn Diagnosis:9ccs143:Abdom hernia:-0.063 Diagnosis:9ccs7:Viral infect:0.062 Diagnosis:9ccs257:Ot aftercare:0.057 Diagnosis:9ccs96:Hrt valve dx:0.050 Diagnosis:9ccs250:Nausea/vomit:0.049 Lab:323700 CULTURE THROAT W SENS - Sunrise:0.048 Diagnosis:9ccs133:Oth low resp:0.047 Diagnosis:9ccs128:Asthma:0.045 Vital: HR-avg13to16 | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 363 | OR_unadj: 1.048 [0.669 1.642] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs2620:E Codes: Unspecified:0.129 Diagnosis:9ccs140:Gastritis:0.111 Diagnosis:9ccs105:Conduction:-0.106 Diagnosis:9ccs240:Burns:0.076 Diagnosis:9ccs106:Dysrhythmia:-0.075 Diagnosis:9ccs168:PID:0.074 Diagnosis:9ccs10:Immuniz/scrn:0.068 Diagnosis:9ccs163:Other GU dx:0.068 Diagnosis:9ccs190:Fetal distrs:0.068 Diagnosis:9ccs257:Ot aftercare:0.065 * Diagnosis:9ccs222:Perint jaund | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 174 | OR_unadj: 0.582 [0.346 0.978] | indivs AUC:0.466 Correlated most with: Diagnosis:9ccs222:Perint jaund:1.000 Diagnosis:9ccs151:Oth liver dx:0.187 Lab:294203 BILIRUBIN TOTAL - LMC:-0.151 Newborn Diagnosis:9ccs222:Perint jaund:0.115 Diagnosis:9ccs188:Pelvic obstr:0.102 Diagnosis:9ccs155:Other GI dx:0.090 Diagnosis:9ccs257:Ot aftercare:0.087 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.077 Diagnosis:9ccs154:Gastroent:0.075 Diagnosis:9ccs228:Fx skull fac:0.072 * Vital: BMI-gain7to13 | coef -0.001 95% CI: [-0.001 , 0.000] | OR_adj 0.999 [0.999 1.000] | occ: 1475 | OR_unadj: 1.324 [1.001 1.752] | indivs AUC:0.542 Correlated most with: Diagnosis:9ccs5:HIV infectn:-0.075 Diagnosis:9ccs10:Immuniz/scrn:-0.068 Diagnosis:9ccs16:Liver/ibd ca:0.068 Newborn Diagnosis:9ccs143:Abdom hernia:0.064 Diagnosis:9ccs52:Nutrit defic:-0.060 Lab:292495 LEAD LEVEL - Sunrise:-0.059 Diagnosis:9ccs228:Fx skull fac:0.059 Diagnosis:9ccs2619:e codes: other specified- nec:0.059 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.056 Diagnosis:9ccs153:GI hemorrhag:-0.054 Diagnosis:9ccs135:Intest infct | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 394 | OR_unadj: 1.151 [0.847 1.565] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs135:Intest infct:1.000 Number of Visits:0.310 Diagnosis:9ccs126:Ot up rsp in:0.190 Diagnosis:9ccs92:Otitis media:0.183 Diagnosis:9ccs7:Viral infect:0.156 Diagnosis:9ccs10:Immuniz/scrn:0.147 Diagnosis:9ccs125:Bronchitis:0.131 Diagnosis:9ccs253:Allergy:0.129 Diagnosis:9ccs255:Social admin:0.124 Diagnosis:9ccs257:Ot aftercare:0.120 Vital: Wt-gain1to5 | coef -0.001 95% CI: [-0.002 , 0.000] | OR_adj 0.999 [0.998 1.000] | occ: 1425 | OR_unadj: 1.212 [0.922 1.593] | indivs AUC:0.535 Correlated most with: Number of Visits:0.186 Diagnosis:9ccs126:Ot up rsp in:0.121 Diagnosis:9ccs7:Viral infect:0.096 Diagnosis:9ccs239:Superfic inj:0.084 Diagnosis:9ccs154:Gastroent:-0.075 Diagnosis:9ccs135:Intest infct:0.074 Diagnosis:9ccs233:Intracrn inj:-0.071 Diagnosis:9ccs159:UTI:0.068 Diagnosis:9ccs225:Joint injury:0.068 Diagnosis:9ccs5:HIV infectn:-0.066 Vital: Ht-gain5to10 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1429 | OR_unadj: 1.097 [0.806 1.493] | indivs AUC:0.492 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.079 Diagnosis:9ccs236:Opn wnd extr:0.072 Diagnosis:9ccs89:Blindness:0.064 Diagnosis:9ccs16:Liver/ibd ca:-0.064 Newborn Diagnosis:9ccs94:Other ear dx:-0.062 Newborn Diagnosis:9ccs143:Abdom hernia:-0.062 Diagnosis:9ccs2619:e codes: other specified- nec:-0.060 Diagnosis:9ccs228:Fx skull fac:-0.060 Diagnosis:9ccs142:Appendicitis:0.058 Diagnosis:9ccs200:Oth skin dx:-0.057 Vital: Wt Percentile-gain5to10 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 582 | OR_unadj: 1.002 [0.659 1.525] | indivs AUC:0.473 Correlated most with: Newborn Diagnosis:9ccs143:Abdom hernia:-0.093 Diagnosis:9ccs5:HIV infectn:0.091 Diagnosis:9ccs254:Rehab:0.090 Diagnosis:9ccs145:Int obstruct:0.079 Newborn Diagnosis:9ccs253:Allergy:0.068 Diagnosis:9ccs89:Blindness:0.068 Newborn Diagnosis:9ccs220:Birth asphyx:0.066 Lab:292495 LEAD LEVEL - Sunrise:0.062 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.062 Diagnosis:9ccs211:Ot conn tiss:-0.059 Vital: Wt Change-avg7to10 | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 515 | OR_unadj: 0.986 [0.640 1.520] | indivs AUC:0.446 Correlated most with: Diagnosis:9ccs199:Ulcer skin:0.220 Diagnosis:9ccs252:Fatigue:0.116 Newborn Diagnosis:9ccs220:Birth asphyx:0.105 Diagnosis:9ccs145:Int obstruct:-0.102 Newborn Diagnosis:9ccs214:GI cong anom:0.096 Diagnosis:9ccs47:Ot bnign neo:0.073 Diagnosis:9ccs256:Exam/eval:0.069 Diagnosis:9ccs125:Bronchitis:-0.065 Diagnosis:9ccs259:Unclassified:-0.057 Diagnosis:9ccs190:Fetal distrs:0.055 Vital: Ht-gain1to5 | coef -0.001 95% CI: [-0.001 , 0.000] | OR_adj 0.999 [0.999 1.000] | occ: 1420 | OR_unadj: 0.786 [0.598 1.035] | indivs AUC:0.479 Correlated most with: Number of Visits:0.163 Diagnosis:9ccs126:Ot up rsp in:0.103 Diagnosis:9ccs135:Intest infct:0.079 Diagnosis:9ccs154:Gastroent:-0.070 Diagnosis:9ccs225:Joint injury:0.069 Diagnosis:9ccs239:Superfic inj:0.068 Diagnosis:9ccs257:Ot aftercare:0.067 Diagnosis:9ccs159:UTI:0.067 Newborn Diagnosis:9ccs143:Abdom hernia:0.066 Diagnosis:9ccs7:Viral infect:0.065 Vital: BMI-gain3to7 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1430 | OR_unadj: 1.091 [0.835 1.425] | indivs AUC:0.512 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:-0.095 Diagnosis:9ccs236:Opn wnd extr:-0.087 Diagnosis:9ccs246:FUO:0.081 Diagnosis:9ccs92:Otitis media:0.065 Diagnosis:9ccs5:HIV infectn:0.064 Diagnosis:9ccs233:Intracrn inj:0.061 Diagnosis:9ccs210:SLE:0.060 Diagnosis:9ccs240:Burns:-0.059 Diagnosis:9ccs7:Viral infect:0.057 Newborn Diagnosis:9ccs220:Birth asphyx:-0.055 Vital: Ht Percentile-avg5to7 | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 465 | OR_unadj: 1.007 [0.684 1.483] | indivs AUC:0.524 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.108 Newborn Diagnosis:9ccs200:Oth skin dx:-0.081 Newborn Diagnosis:9ccs221:Resp distres:-0.069 Diagnosis:9ccs70:Schizo/rl dx:0.067 Diagnosis:9ccs63:Wht blood dx:0.065 Diagnosis:9ccs230:Fx leg:-0.063 Diagnosis:9ccs118:Phlebitis:-0.062 Diagnosis:9ccs222:Perint jaund:0.062 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.060 Diagnosis:9ccs140:Gastritis:-0.058 Vital: Wt for Len Percentile-gain16to24 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1289 | OR_unadj: 0.818 [0.613 1.091] | indivs AUC:0.488 Correlated most with: Newborn Diagnosis:9ccs133:Oth low resp:-0.072 Diagnosis:9ccs61:Sickle cell:-0.068 Diagnosis:9ccs233:Intracrn inj:0.067 Diagnosis:9ccs234:Crush injury:-0.064 Number of Visits:-0.062 Diagnosis:9ccs4:Mycoses:-0.054 Lab:292495 LEAD LEVEL - Sunrise:0.050 Diagnosis:9ccs94:Other ear dx:-0.050 Newborn Diagnosis:9ccs94:Other ear dx:0.048 Diagnosis:9ccs138:Esophgeal dx:-0.046 * Newborn Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 105 | OR_unadj: 1.637 [1.010 2.653] | indivs AUC:0.517 Correlated most with: Newborn Diagnosis:9ccs256:Exam/eval:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.306 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.206 Newborn Diagnosis:9ccs221:Resp distres:0.197 Newborn Diagnosis:9ccs222:Perint jaund:0.192 Diagnosis:9ccs219:Low birth wt:0.187 Newborn Diagnosis:9ccs224:Ot perint dx:0.127 Newborn Diagnosis:9ccs253:Allergy:0.108 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.095 Diagnosis:9ccs87:Retinal dx:0.095 Vital: Ht Percentile-avg3to5 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 415 | OR_unadj: 0.745 [0.479 1.157] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.097 Diagnosis:9ccs44:Neoplsm unsp:0.074 Diagnosis:9ccs61:Sickle cell:-0.068 Newborn Diagnosis:9ccs253:Allergy:-0.067 Diagnosis:9ccs175:Ot femal gen:0.066 Diagnosis:9ccs168:PID:0.065 Newborn Diagnosis:9ccs197:Skin infectn:-0.065 Diagnosis:9ccs96:Hrt valve dx:-0.065 Newborn Diagnosis:9ccs200:Oth skin dx:-0.064 Diagnosis:9ccs118:Phlebitis:-0.059 Vital: Temp-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1313 | OR_unadj: 0.989 [0.753 1.299] | indivs AUC:0.470 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.102 Number of Visits:0.090 Diagnosis:9ccs229:Fx arm:-0.067 Diagnosis:9ccs246:FUO:0.064 Diagnosis:9ccs118:Phlebitis:0.063 Diagnosis:9ccs234:Crush injury:0.062 Diagnosis:9ccs247:Lymph enlarg:0.061 Diagnosis:9ccs254:Rehab:0.060 Diagnosis:9ccs217:Ot cong anom:-0.060 Diagnosis:9ccs197:Skin infectn:-0.059 Vital: Wt-gain10to16 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1422 | OR_unadj: 1.239 [0.917 1.676] | indivs AUC:0.579 Correlated most with: Diagnosis:9ccs5:HIV infectn:0.075 Diagnosis:9ccs52:Nutrit defic:0.064 Number of Visits:0.063 Diagnosis:9ccs96:Hrt valve dx:-0.063 Diagnosis:9ccs92:Otitis media:0.061 Newborn Diagnosis:9ccs215:gu cong anom:-0.061 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.058 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.058 Diagnosis:9ccs232:Sprain:0.054 Lab:295669 BILIRUBIN DIRECT - LMC:-0.052 Vital: HC-gain10to16 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1222 | OR_unadj: 1.142 [0.874 1.492] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs256:Exam/eval:-0.077 Diagnosis:9ccs154:Gastroent:-0.070 Diagnosis:9ccs190:Fetal distrs:-0.057 Diagnosis:9ccs92:Otitis media:0.056 Diagnosis:9ccs5:HIV infectn:0.056 Diagnosis:9ccs48:Thyroid dsor:0.055 Diagnosis:9ccs250:Nausea/vomit:-0.055 Diagnosis:9ccs10:Immuniz/scrn:-0.054 Diagnosis:9ccs96:Hrt valve dx:-0.053 Diagnosis:9ccs52:Nutrit defic:0.053 Diagnosis:9ccs125:Bronchitis | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 394 | OR_unadj: 0.939 [0.683 1.292] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs125:Bronchitis:1.000 Number of Visits:0.248 Diagnosis:9ccs128:Asthma:0.241 Diagnosis:9ccs92:Otitis media:0.228 Diagnosis:9ccs257:Ot aftercare:0.216 Diagnosis:9ccs126:Ot up rsp in:0.165 Diagnosis:9ccs122:Pneumonia:0.164 Diagnosis:9ccs7:Viral infect:0.159 Diagnosis:9ccs133:Oth low resp:0.156 Diagnosis:9ccs135:Intest infct:0.131 Vital: Wt Change-avg13to16 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 654 | OR_unadj: 1.355 [0.943 1.946] | indivs AUC:0.524 Correlated most with: Number of Visits:-0.118 Newborn Diagnosis:9ccs143:Abdom hernia:0.110 Diagnosis:9ccs126:Ot up rsp in:-0.089 Diagnosis:9ccs63:Wht blood dx:0.082 Diagnosis:9ccs155:Other GI dx:-0.082 Diagnosis:9ccs133:Oth low resp:-0.079 Newborn Diagnosis:9ccs221:Resp distres:0.078 Diagnosis:9ccs143:Abdom hernia:0.077 Diagnosis:9ccs125:Bronchitis:-0.073 Diagnosis:9ccs136:Teeth dx:-0.070 Vital: BMI-gain10to16 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1448 | OR_unadj: 1.186 [0.893 1.575] | indivs AUC:0.540 Correlated most with: Diagnosis:9ccs5:HIV infectn:0.079 Diagnosis:9ccs52:Nutrit defic:0.069 Diagnosis:9ccs163:Other GU dx:-0.067 Diagnosis:9ccs92:Otitis media:0.065 Diagnosis:9ccs232:Sprain:0.059 Newborn Diagnosis:9ccs5:HIV infectn:-0.056 Diagnosis:9ccs221:Resp distres:-0.053 Diagnosis:9ccs96:Hrt valve dx:-0.052 Newborn Diagnosis:9ccs215:gu cong anom:-0.051 Newborn Diagnosis:9ccs253:Allergy:0.051 Vital: HC-gain1to5 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1346 | OR_unadj: 0.866 [0.657 1.140] | indivs AUC:0.519 Correlated most with: Number of Visits:0.099 Diagnosis:9ccs125:Bronchitis:0.091 Diagnosis:9ccs154:Gastroent:-0.089 Newborn Diagnosis:9ccs222:Perint jaund:0.077 Diagnosis:9ccs163:Other GU dx:0.076 Diagnosis:9ccs126:Ot up rsp in:0.075 Diagnosis:9ccs196:Nml preg/del:-0.074 Diagnosis:9ccs257:Ot aftercare:0.063 Diagnosis:9ccs7:Viral infect:0.062 Diagnosis:9ccs113:Late eff CVD:-0.059 * Vital: Wt Percentile-avg13to16 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 679 | OR_unadj: 1.935 [1.451 2.581] | indivs AUC:0.643 Correlated most with: Diagnosis:9ccs230:Fx leg:-0.089 Diagnosis:9ccs199:Ulcer skin:-0.069 Diagnosis:9ccs242:Poisn ot med:0.067 Diagnosis:9ccs89:Blindness:0.063 Lab:294199 BILIRUBIN SCAN - LMC:-0.061 Newborn Diagnosis:9ccs214:GI cong anom:0.060 Diagnosis:9ccs204:Ot joint dx:0.059 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.056 Diagnosis:9ccs117:Ot circul dx:-0.054 Lab:323825 STREP SCREEN THROAT - Sunrise:0.053 Vital: Temp-avg0to1 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.490 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.092 Diagnosis:9ccs118:Phlebitis:0.071 Newborn Diagnosis:9ccs214:GI cong anom:-0.064 Diagnosis:9ccs76:Meningitis:0.063 Diagnosis:9ccs216:Nerv cong an:0.063 Diagnosis:9ccs58:Ot nutrit dx:-0.063 Diagnosis:9ccs7:Viral infect:-0.061 Diagnosis:9ccs120:Hemmorhoids:-0.057 Diagnosis:9ccs92:Otitis media:0.057 Diagnosis:9ccs214:GI cong anom:0.056 Vital: Ht Percentile-gain10to16 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 768 | OR_unadj: 0.941 [0.680 1.302] | indivs AUC:0.513 Correlated most with: Newborn Diagnosis:9ccs55:Fluid/elc dx:0.094 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.085 Newborn Diagnosis:9ccs214:GI cong anom:0.084 Lab:294495 LEAD, BLOOD - LMC:0.084 Diagnosis:9ccs125:Bronchitis:-0.077 Lab:295669 BILIRUBIN DIRECT - LMC:-0.069 Diagnosis:9ccs0:No DX:0.063 Diagnosis:9ccs96:Hrt valve dx:-0.062 Diagnosis:9ccs223:Birth trauma:-0.053 Diagnosis:9ccs2:Septicemia:-0.051 * Vital: Wt Percentile-avg19to24 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 921 | OR_unadj: 2.119 [1.615 2.779] | indivs AUC:0.706 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.101 Newborn Diagnosis:9ccs5:HIV infectn:-0.088 Newborn Diagnosis:9ccs59:Anemia:-0.076 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.076 Diagnosis:9ccs245:Syncope:-0.068 Lab:294147 FREE T4 - LMC:0.068 Newborn Diagnosis:9ccs219:Low birth wt:-0.066 Diagnosis:9ccs199:Ulcer skin:-0.062 Diagnosis:9ccs89:Blindness:0.061 Diagnosis:9ccs253:Allergy:0.058 * Vital: Wt for Len Percentile-avg19to24 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1351 | OR_unadj: 3.535 [2.668 4.684] | indivs AUC:0.770 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.098 Diagnosis:9ccs259:Unclassified:-0.086 Newborn Diagnosis:9ccs59:Anemia:-0.061 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.061 Diagnosis:9ccs143:Abdom hernia:0.058 Diagnosis:9ccs188:Pelvic obstr:-0.057 Diagnosis:9ccs167:Breast dx:-0.055 Diagnosis:9ccs171:Menstrual dx:-0.048 Diagnosis:9ccs74:Ot mentl cnd:0.048 Diagnosis:9ccs61:Sickle cell:-0.048 Vital: Temp-avg5to7 | coef -0.000 95% CI: [-0.001 , 0.001] | OR_adj 1.000 [0.999 1.001] | occ: 1315 | OR_unadj: 1.008 [0.763 1.331] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs94:Other ear dx:0.078 Diagnosis:9ccs123:Influenza:0.061 Diagnosis:9ccs234:Crush injury:0.060 Diagnosis:9ccs90:Eye infectn:0.056 Diagnosis:9ccs134:Ot uppr resp:0.055 Number of Visits:0.054 Diagnosis:9ccs151:Oth liver dx:0.052 Diagnosis:9ccs219:Low birth wt:-0.052 Diagnosis:9ccs217:Ot cong anom:-0.050 Diagnosis:9ccs52:Nutrit defic:0.049 Vital: Ht-gain10to16 | coef -0.000 95% CI: [-0.002 , 0.001] | OR_adj 1.000 [0.998 1.001] | occ: 1404 | OR_unadj: 1.132 [0.839 1.528] | indivs AUC:0.537 Correlated most with: Diagnosis:9ccs92:Otitis media:0.067 Diagnosis:9ccs52:Nutrit defic:0.063 Diagnosis:9ccs232:Sprain:0.061 Diagnosis:9ccs5:HIV infectn:0.061 Diagnosis:9ccs221:Resp distres:-0.057 Diagnosis:9ccs96:Hrt valve dx:-0.056 Number of Visits:0.054 Newborn Diagnosis:9ccs215:gu cong anom:-0.053 Newborn Diagnosis:9ccs5:HIV infectn:-0.052 Diagnosis:9ccs245:Syncope:0.049 Vital: Ht-avg1to3 | coef 0.000 95% CI: [-0.001 , 0.001] | OR_adj 1.000 [0.999 1.001] | occ: 1348 | OR_unadj: 0.914 [0.694 1.204] | indivs AUC:0.517 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.303 Diagnosis:9ccs219:Low birth wt:-0.175 Diagnosis:9ccs87:Retinal dx:-0.138 Newborn Diagnosis:9ccs222:Perint jaund:-0.123 Diagnosis:9ccs143:Abdom hernia:-0.119 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117 Newborn Diagnosis:9ccs256:Exam/eval:-0.112 Newborn Diagnosis:9ccs94:Other ear dx:0.089 Newborn Diagnosis:9ccs253:Allergy:-0.079 Newborn Diagnosis:9ccs55:Fluid/elc dx:-0.071 Vital: Wt Change-avg0to1 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 223 | OR_unadj: 0.616 [0.325 1.165] | indivs AUC:0.504 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:0.107 Newborn Diagnosis:9ccs197:Skin infectn:0.103 Diagnosis:9ccs151:Oth liver dx:-0.084 Diagnosis:9ccs214:GI cong anom:0.070 Diagnosis:9ccs222:Perint jaund:-0.068 Diagnosis:9ccs168:PID:-0.061 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.059 Newborn Diagnosis:9ccs96:Hrt valve dx:0.059 Diagnosis:9ccs118:Phlebitis:-0.057 Diagnosis:9ccs76:Meningitis:0.054 Vital: Ht-avg10to13 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1381 | OR_unadj: 1.307 [0.998 1.712] | indivs AUC:0.544 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.118 Diagnosis:9ccs87:Retinal dx:-0.075 Diagnosis:9ccs238:Complic proc:-0.074 Diagnosis:9ccs64:Ot hematl dx:0.073 Newborn Diagnosis:9ccs5:HIV infectn:-0.069 Diagnosis:9ccs208:Acq foot def:0.069 Diagnosis:9ccs2:Septicemia:0.067 Diagnosis:9ccs73:Preadult dx:0.064 Newborn Diagnosis:9ccs215:gu cong anom:0.061 Newborn Diagnosis:9ccs134:Ot uppr resp:0.058 Diagnosis:9ccs7:Viral infect | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 718 | OR_unadj: 0.855 [0.651 1.122] | indivs AUC:0.467 Correlated most with: Diagnosis:9ccs7:Viral infect:1.000 Number of Visits:0.408 Diagnosis:9ccs126:Ot up rsp in:0.236 Diagnosis:9ccs10:Immuniz/scrn:0.207 Diagnosis:9ccs90:Eye infectn:0.205 Diagnosis:9ccs255:Social admin:0.187 Diagnosis:9ccs133:Oth low resp:0.182 Diagnosis:9ccs92:Otitis media:0.174 Diagnosis:9ccs257:Ot aftercare:0.169 Diagnosis:9ccs125:Bronchitis:0.159 * Vital: BMI Percentile-avg19to24 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 288 | OR_unadj: 1.640 [1.099 2.447] | indivs AUC:0.528 Correlated most with: Newborn Diagnosis:9ccs59:Anemia:-0.115 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.115 Diagnosis:9ccs259:Unclassified:-0.113 Diagnosis:9ccs44:Neoplsm unsp:-0.108 Diagnosis:9ccs70:Schizo/rl dx:-0.092 Lab:296169 RETICULOCYTE COUNT- LMC:0.081 Diagnosis:9ccs196:Nml preg/del:-0.069 Diagnosis:9ccs215:gu cong anom:0.066 Diagnosis:9ccs118:Phlebitis:0.064 Diagnosis:9ccs240:Burns:-0.063 Vital: Wt Percentile-gain7to13 | coef -0.000 95% CI: [-0.002 , 0.002] | OR_adj 1.000 [0.998 1.002] | occ: 698 | OR_unadj: 1.247 [0.851 1.830] | indivs AUC:0.515 Correlated most with: Diagnosis:9ccs5:HIV infectn:-0.110 Newborn Diagnosis:9ccs143:Abdom hernia:0.081 Diagnosis:10ccs238:Complic proc:0.077 Diagnosis:9ccs2604:E Codes: Fire/burn:0.077 Diagnosis:9ccs153:GI hemorrhag:-0.063 Diagnosis:9ccs124:Tonsillitis:0.060 Newborn Diagnosis:9ccs94:Other ear dx:-0.060 Diagnosis:9ccs239:Superfic inj:-0.056 Lab:294199 BILIRUBIN SCAN - LMC:-0.056 Diagnosis:9ccs204:Ot joint dx:0.054 Vital: Ht Percentile-avg16to19 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 749 | OR_unadj: 1.248 [0.920 1.693] | indivs AUC:0.505 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:0.081 Newborn Diagnosis:9ccs219:Low birth wt:-0.078 Diagnosis:9ccs128:Asthma:0.071 Diagnosis:9ccs89:Blindness:0.064 Newborn Diagnosis:9ccs59:Anemia:-0.062 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.062 Diagnosis:9ccs51:Ot endo dsor:0.060 Newborn Diagnosis:9ccs215:gu cong anom:0.060 Lab:296169 RETICULOCYTE COUNT- LMC:0.060 Lab:297262 HEMOGLOBIN (HEMOCUE):0.058 * Vital: Wt Percentile-avg10to13 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 664 | OR_unadj: 1.806 [1.346 2.423] | indivs AUC:0.618 Correlated most with: Lab:294199 BILIRUBIN SCAN - LMC:-0.091 Diagnosis:9ccs230:Fx leg:-0.088 Newborn Diagnosis:9ccs219:Low birth wt:-0.078 Diagnosis:9ccs199:Ulcer skin:-0.071 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.070 Diagnosis:9ccs208:Acq foot def:0.061 Diagnosis:9ccs245:Syncope:-0.059 Diagnosis:9ccs89:Blindness:0.058 Diagnosis:9ccs48:Thyroid dsor:-0.055 Lab:294203 BILIRUBIN TOTAL - LMC:-0.054 Vital: Wt for Len Percentile-gain7to13 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1290 | OR_unadj: 0.991 [0.753 1.305] | indivs AUC:0.576 Correlated most with: Diagnosis:9ccs5:HIV infectn:-0.081 Diagnosis:9ccs16:Liver/ibd ca:0.069 Diagnosis:9ccs210:SLE:0.068 Diagnosis:9ccs10:Immuniz/scrn:-0.067 Newborn Diagnosis:9ccs143:Abdom hernia:0.063 Diagnosis:9ccs153:GI hemorrhag:-0.057 Lab:292208 CBC/DIFF/PLT - Sunrise:-0.055 Diagnosis:9ccs143:Abdom hernia:0.055 Lab:292495 LEAD LEVEL - Sunrise:-0.054 Newborn Diagnosis:9ccs216:Nerv cong an:0.053 Vital: Ht-avg7to10 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1332 | OR_unadj: 1.262 [0.963 1.654] | indivs AUC:0.531 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.129 Diagnosis:9ccs87:Retinal dx:-0.084 Diagnosis:9ccs219:Low birth wt:-0.079 Diagnosis:9ccs238:Complic proc:-0.075 Diagnosis:9ccs73:Preadult dx:0.072 Newborn Diagnosis:9ccs5:HIV infectn:-0.070 Newborn Diagnosis:9ccs224:Ot perint dx:0.069 Diagnosis:9ccs123:Influenza:0.066 Diagnosis:9ccs208:Acq foot def:0.066 Lab:323825 STREP SCREEN THROAT - Sunrise:0.066 Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 116 | OR_unadj: 1.341 [0.705 2.553] | indivs AUC:0.522 Correlated most with: Lab:295669 BILIRUBIN DIRECT - LMC:1.000 Lab:296169 RETICULOCYTE COUNT- LMC:-0.218 Lab:294203 BILIRUBIN TOTAL - LMC:0.191 Newborn Diagnosis:9ccs214:GI cong anom:0.089 Lab:294495 LEAD, BLOOD - LMC:-0.087 Diagnosis:9ccs234:Crush injury:-0.085 Diagnosis:9ccs140:Gastritis:-0.082 Diagnosis:9ccs223:Birth trauma:0.079 Diagnosis:9ccs76:Meningitis:-0.072 Lab:292208 CBC/DIFF/PLT - Sunrise:-0.071 Vital: HR-latest | coef 0.000 95% CI: [-0.001 , 0.001] | OR_adj 1.000 [0.999 1.001] | occ: 1010 | OR_unadj: 0.762 [0.553 1.050] | indivs AUC:0.540 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:0.112 Diagnosis:9ccs70:Schizo/rl dx:0.083 Diagnosis:9ccs217:Ot cong anom:0.083 Diagnosis:9ccs221:Resp distres:0.071 Newborn Diagnosis:9ccs256:Exam/eval:0.069 Diagnosis:9ccs106:Dysrhythmia:0.069 Diagnosis:9ccs47:Ot bnign neo:0.063 Diagnosis:9ccs122:Pneumonia:-0.063 Diagnosis:9ccs92:Otitis media:-0.060 Diagnosis:9ccs167:Breast dx:0.060 Vital: Ht Percentile-gain1to5 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 465 | OR_unadj: 0.736 [0.477 1.135] | indivs AUC:0.478 Correlated most with: Diagnosis:9ccs195:Ot compl bir:-0.087 Diagnosis:9ccs252:Fatigue:-0.075 Newborn Diagnosis:9ccs197:Skin infectn:-0.067 Diagnosis:9ccs242:Poisn ot med:0.066 Newborn Diagnosis:9ccs143:Abdom hernia:0.064 Diagnosis:9ccs140:Gastritis:-0.061 Diagnosis:9ccs48:Thyroid dsor:-0.060 Diagnosis:9ccs96:Hrt valve dx:-0.058 Newborn Diagnosis:9ccs222:Perint jaund:0.056 Diagnosis:9ccs213:Cardiac anom:-0.051 Vital: HC-gain16to24 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1064 | OR_unadj: 0.868 [0.662 1.137] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs171:Menstrual dx:0.061 Lab:292495 LEAD LEVEL - Sunrise:0.060 Diagnosis:9ccs209:Ot acq defor:0.056 Newborn Diagnosis:9ccs256:Exam/eval:-0.054 Diagnosis:9ccs214:GI cong anom:-0.049 Diagnosis:9ccs251:Abdomnl pain:-0.049 Diagnosis:9ccs95:Oth nerv dx:0.048 Diagnosis:9ccs140:Gastritis:0.048 Diagnosis:9ccs256:Exam/eval:-0.047 Diagnosis:9ccs213:Cardiac anom:-0.046 Vital: Wt for Length ZScore-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1309 | OR_unadj: 1.211 [0.926 1.584] | indivs AUC:0.579 Correlated most with: Diagnosis:9ccs219:Low birth wt:-0.096 Newborn Diagnosis:9ccs219:Low birth wt:-0.095 Diagnosis:10ccs58:Ot nutrit dx:0.069 Diagnosis:9ccs222:Perint jaund:-0.067 Newborn Diagnosis:9ccs224:Ot perint dx:0.064 Lab:296169 RETICULOCYTE COUNT- LMC:0.062 Diagnosis:9ccs2603:E Codes: Fall:0.062 Diagnosis:9ccs236:Opn wnd extr:0.060 Newborn Diagnosis:9ccs256:Exam/eval:-0.057 Diagnosis:9ccs161:Ot dx kidney:0.054 Diagnosis:9ccs4:Mycoses | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 178 | OR_unadj: 0.912 [0.584 1.423] | indivs AUC:0.473 Correlated most with: Diagnosis:9ccs4:Mycoses:1.000 Diagnosis:9ccs253:Allergy:0.177 Number of Visits:0.151 Diagnosis:9ccs200:Oth skin dx:0.102 Diagnosis:9ccs7:Viral infect:0.077 Diagnosis:9ccs256:Exam/eval:0.076 Diagnosis:9ccs126:Ot up rsp in:0.072 Diagnosis:9ccs145:Int obstruct:0.071 Diagnosis:9ccs225:Joint injury:0.071 Diagnosis:9ccs2620:E Codes: Unspecified:0.071 * Vital: Wt for Length ZScore-gain0to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.783 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.093 Diagnosis:9ccs48:Thyroid dsor:-0.071 Number of Visits:0.070 Diagnosis:9ccs259:Unclassified:-0.067 Newborn Diagnosis:9ccs59:Anemia:-0.061 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.061 Diagnosis:9ccs74:Ot mentl cnd:0.060 Diagnosis:9ccs94:Other ear dx:0.055 Diagnosis:9ccs61:Sickle cell:-0.053 Diagnosis:9ccs58:Ot nutrit dx:0.053 * Vital: BMI-gain16to24 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1447 | OR_unadj: 1.625 [1.206 2.189] | indivs AUC:0.498 Correlated most with: Number of Visits:-0.068 Diagnosis:9ccs233:Intracrn inj:0.064 Newborn Diagnosis:9ccs133:Oth low resp:-0.064 Diagnosis:9ccs4:Mycoses:-0.059 Diagnosis:9ccs61:Sickle cell:-0.057 Newborn Diagnosis:9ccs256:Exam/eval:-0.052 Diagnosis:9ccs138:Esophgeal dx:-0.052 Diagnosis:9ccs63:Wht blood dx:-0.049 Diagnosis:9ccs234:Crush injury:-0.047 Lab:292495 LEAD LEVEL - Sunrise:0.047 Vital: Ht Percentile-gain7to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 713 | OR_unadj: 1.104 [0.782 1.559] | indivs AUC:0.479 Correlated most with: Diagnosis:9ccs120:Hemmorhoids:0.080 Diagnosis:9ccs245:Syncope:-0.076 Newborn Diagnosis:9ccs94:Other ear dx:-0.072 Diagnosis:9ccs217:Ot cong anom:-0.070 Diagnosis:9ccs2604:E Codes: Fire/burn:0.068 Diagnosis:10ccs238:Complic proc:0.068 Diagnosis:9ccs124:Tonsillitis:0.066 Diagnosis:10ccs58:Ot nutrit dx:0.065 Newborn Diagnosis:9ccs143:Abdom hernia:0.065 Diagnosis:9ccs219:Low birth wt:0.064 * Vital: Wt-gain5to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1444 | OR_unadj: 1.450 [1.102 1.909] | indivs AUC:0.564 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.096 Diagnosis:9ccs236:Opn wnd extr:0.077 Diagnosis:9ccs16:Liver/ibd ca:-0.072 Newborn Diagnosis:9ccs143:Abdom hernia:-0.068 Diagnosis:9ccs200:Oth skin dx:-0.066 Newborn Diagnosis:9ccs94:Other ear dx:-0.065 Diagnosis:9ccs142:Appendicitis:0.061 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.056 Newborn Diagnosis:9ccs216:Nerv cong an:-0.055 Diagnosis:9ccs223:Birth trauma:-0.055 Vital: HR-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 237 | OR_unadj: 0.904 [0.524 1.561] | indivs AUC:0.523 Correlated most with: Newborn Diagnosis:9ccs133:Oth low resp:0.222 Newborn Diagnosis:9ccs256:Exam/eval:0.091 Diagnosis:9ccs167:Breast dx:0.081 Diagnosis:9ccs254:Rehab:0.075 Diagnosis:9ccs106:Dysrhythmia:0.071 MatDeliveryAge:0.068 Newborn Diagnosis:9ccs221:Resp distres:0.067 Diagnosis:9ccs161:Ot dx kidney:0.066 Newborn Diagnosis:9ccs223:Birth trauma:-0.064 Diagnosis:9ccs74:Ot mentl cnd:-0.061 Vital: Ht Percentile-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 390 | OR_unadj: 0.716 [0.445 1.152] | indivs AUC:0.420 Correlated most with: Diagnosis:9ccs145:Int obstruct:0.117 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.083 Lab:296169 RETICULOCYTE COUNT- LMC:0.063 Diagnosis:9ccs95:Oth nerv dx:-0.060 Diagnosis:9ccs231:Oth fracture:-0.059 Diagnosis:9ccs122:Pneumonia:0.055 Lab:294205 TSH REFLEX TO FT4 - LMC:0.053 Diagnosis:9ccs200:Oth skin dx:0.051 Diagnosis:9ccs245:Syncope:-0.051 Newborn Diagnosis:9ccs214:GI cong anom:0.050 Vital : 0.618385446567 Newborn Diagnosis : 0.0163838028339 Number of Visits : -0.00331018876832 MatDeliveryAge : 0.0014689326497 Diagnosis : -0.00301973222855 Lab : 0.000143162635991 Time to run analysis 0:00:45.645783 Total Time elapsed 13:06:58.007484 ----------------------------------------------------- girls no_min no_census randomforest regression Running batch 1 of 7 with 16 nodes Bootstrap CV 10, alpha = (3000, 2, 1), R^2 train: 0.889, R^2 test: 0.155 Bootstrap CV 10, alpha = (3000, 2, 2), R^2 train: 0.829, R^2 test: 0.164 Bootstrap CV 10, alpha = (3000, 2, 5), R^2 train: 0.678, R^2 test: 0.151 Bootstrap CV 10, alpha = (3000, 2, 7), R^2 train: 0.604, R^2 test: 0.155 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.960, Explained Variance Score Train: 0.678 AUC Validation: 0.768, Explained Variance Score Validation: 0.153 AUC Test: 0.789, Explained Variance Score Test: 0.290 Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.893, R^2 test: 0.171 Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.839, R^2 test: 0.178 Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.707, R^2 test: 0.185 Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.637, R^2 test: 0.195 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.945, Explained Variance Score Train: 0.707 AUC Validation: 0.784, Explained Variance Score Validation: 0.201 AUC Test: 0.779, Explained Variance Score Test: 0.259 Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.220 Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.839, R^2 test: 0.240 Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.697, R^2 test: 0.269 Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.625, R^2 test: 0.266 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.963, Explained Variance Score Train: 0.697 AUC Validation: 0.719, Explained Variance Score Validation: 0.328 AUC Test: 0.805, Explained Variance Score Test: 0.291 Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.003 Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.814, R^2 test: 0.107 Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.695, R^2 test: 0.168 Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.637, R^2 test: 0.151 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.986, Explained Variance Score Train: 0.814 AUC Validation: 0.739, Explained Variance Score Validation: 0.107 AUC Test: 0.778, Explained Variance Score Test: 0.361 Bootstrap CV 14, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.236 Bootstrap CV 14, alpha = (3000, 2, 2), R^2 train: 0.833, R^2 test: 0.218 Bootstrap CV 14, alpha = (3000, 2, 5), R^2 train: 0.688, R^2 test: 0.229 Bootstrap CV 14, alpha = (3000, 2, 7), R^2 train: 0.626, R^2 test: 0.226 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.976, Explained Variance Score Train: 0.894 AUC Validation: 0.711, Explained Variance Score Validation: 0.240 AUC Test: 0.791, Explained Variance Score Test: 0.287 Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.902, R^2 test: 0.274 Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.876, R^2 test: 0.266 Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.770, R^2 test: 0.253 Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.703, R^2 test: 0.249 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.990, Explained Variance Score Train: 0.876 AUC Validation: 0.800, Explained Variance Score Validation: 0.298 AUC Test: 0.777, Explained Variance Score Test: 0.258 Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.876, R^2 test: 0.075 Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.810, R^2 test: 0.124 Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.677, R^2 test: 0.139 Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.615, R^2 test: 0.155 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.993, Explained Variance Score Train: 0.810 AUC Validation: 0.704, Explained Variance Score Validation: 0.146 AUC Test: 0.793, Explained Variance Score Test: 0.340 Bootstrap CV 11, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.285 Bootstrap CV 11, alpha = (3000, 2, 2), R^2 train: 0.845, R^2 test: 0.292 Bootstrap CV 11, alpha = (3000, 2, 5), R^2 train: 0.720, R^2 test: 0.283 Bootstrap CV 11, alpha = (3000, 2, 7), R^2 train: 0.646, R^2 test: 0.272 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.992, Explained Variance Score Train: 0.896 AUC Validation: 0.810, Explained Variance Score Validation: 0.294 AUC Test: 0.808, Explained Variance Score Test: 0.332 Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.904, R^2 test: 0.384 Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.856, R^2 test: 0.389 Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.710, R^2 test: 0.404 Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.657, R^2 test: 0.403 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.986, Explained Variance Score Train: 0.856 AUC Validation: 0.798, Explained Variance Score Validation: 0.391 AUC Test: 0.780, Explained Variance Score Test: 0.333 Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.288 Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.826, R^2 test: 0.283 Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.690, R^2 test: 0.240 Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.629, R^2 test: 0.248 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.963, Explained Variance Score Train: 0.690 AUC Validation: 0.697, Explained Variance Score Validation: 0.248 AUC Test: 0.775, Explained Variance Score Test: 0.283 Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.910, R^2 test: 0.257 Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.875, R^2 test: 0.270 Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.732, R^2 test: 0.280 Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.672, R^2 test: 0.305 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.981, Explained Variance Score Train: 0.875 AUC Validation: 0.749, Explained Variance Score Validation: 0.282 AUC Test: 0.784, Explained Variance Score Test: 0.348 Bootstrap CV 12, alpha = (3000, 2, 1), R^2 train: 0.879, R^2 test: 0.223 Bootstrap CV 12, alpha = (3000, 2, 2), R^2 train: 0.833, R^2 test: 0.213 Bootstrap CV 12, alpha = (3000, 2, 5), R^2 train: 0.712, R^2 test: 0.209 Bootstrap CV 12, alpha = (3000, 2, 7), R^2 train: 0.643, R^2 test: 0.212 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.967, Explained Variance Score Train: 0.712 AUC Validation: 0.818, Explained Variance Score Validation: 0.228 AUC Test: 0.782, Explained Variance Score Test: 0.279 Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.889, R^2 test: -0.054 Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.804, R^2 test: -0.058 Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.633, R^2 test: 0.153 Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.549, R^2 test: 0.235 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.935, Explained Variance Score Train: 0.549 AUC Validation: 0.805, Explained Variance Score Validation: 0.269 AUC Test: 0.776, Explained Variance Score Test: 0.320 Bootstrap CV 15, alpha = (3000, 2, 1), R^2 train: 0.877, R^2 test: 0.080 Bootstrap CV 15, alpha = (3000, 2, 2), R^2 train: 0.803, R^2 test: 0.111 Bootstrap CV 15, alpha = (3000, 2, 5), R^2 train: 0.683, R^2 test: 0.178 Bootstrap CV 15, alpha = (3000, 2, 7), R^2 train: 0.613, R^2 test: 0.185 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.947, Explained Variance Score Train: 0.683 AUC Validation: 0.638, Explained Variance Score Validation: 0.192 AUC Test: 0.793, Explained Variance Score Test: 0.292 Bootstrap CV 13, alpha = (3000, 2, 1), R^2 train: 0.878, R^2 test: 0.178 Bootstrap CV 13, alpha = (3000, 2, 2), R^2 train: 0.815, R^2 test: 0.199 Bootstrap CV 13, alpha = (3000, 2, 5), R^2 train: 0.662, R^2 test: 0.279 Bootstrap CV 13, alpha = (3000, 2, 7), R^2 train: 0.580, R^2 test: 0.300 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.991, Explained Variance Score Train: 0.815 AUC Validation: 0.743, Explained Variance Score Validation: 0.199 AUC Test: 0.803, Explained Variance Score Test: 0.355 Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.920, R^2 test: 0.331 Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.865, R^2 test: 0.304 Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.722, R^2 test: 0.262 Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.657, R^2 test: 0.228 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.994, Explained Variance Score Train: 0.920 AUC Validation: 0.757, Explained Variance Score Validation: 0.338 AUC Test: 0.779, Explained Variance Score Test: 0.321 Running batch 2 of 7 with 16 nodes Bootstrap CV 21, alpha = (3000, 2, 1), R^2 train: 0.874, R^2 test: 0.132 Bootstrap CV 21, alpha = (3000, 2, 2), R^2 train: 0.812, R^2 test: 0.165 Bootstrap CV 21, alpha = (3000, 2, 5), R^2 train: 0.695, R^2 test: 0.169 Bootstrap CV 21, alpha = (3000, 2, 7), R^2 train: 0.632, R^2 test: 0.172 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.958, Explained Variance Score Train: 0.632 AUC Validation: 0.706, Explained Variance Score Validation: 0.176 AUC Test: 0.791, Explained Variance Score Test: 0.249 Bootstrap CV 23, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.364 Bootstrap CV 23, alpha = (3000, 2, 2), R^2 train: 0.815, R^2 test: 0.409 Bootstrap CV 23, alpha = (3000, 2, 5), R^2 train: 0.694, R^2 test: 0.404 Bootstrap CV 23, alpha = (3000, 2, 7), R^2 train: 0.643, R^2 test: 0.395 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.957, Explained Variance Score Train: 0.695 AUC Validation: 0.838, Explained Variance Score Validation: 0.405 AUC Test: 0.822, Explained Variance Score Test: 0.350 Bootstrap CV 27, alpha = (3000, 2, 1), R^2 train: 0.886, R^2 test: 0.297 Bootstrap CV 27, alpha = (3000, 2, 2), R^2 train: 0.848, R^2 test: 0.299 Bootstrap CV 27, alpha = (3000, 2, 5), R^2 train: 0.722, R^2 test: 0.294 Bootstrap CV 27, alpha = (3000, 2, 7), R^2 train: 0.654, R^2 test: 0.292 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.978, Explained Variance Score Train: 0.848 AUC Validation: 0.775, Explained Variance Score Validation: 0.308 AUC Test: 0.774, Explained Variance Score Test: 0.245 Bootstrap CV 24, alpha = (3000, 2, 1), R^2 train: 0.899, R^2 test: -0.039 Bootstrap CV 24, alpha = (3000, 2, 2), R^2 train: 0.846, R^2 test: -0.018 Bootstrap CV 24, alpha = (3000, 2, 5), R^2 train: 0.676, R^2 test: 0.061 Bootstrap CV 24, alpha = (3000, 2, 7), R^2 train: 0.608, R^2 test: 0.086 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.985, Explained Variance Score Train: 0.846 AUC Validation: 0.678, Explained Variance Score Validation: 0.009 AUC Test: 0.789, Explained Variance Score Test: 0.349 Bootstrap CV 25, alpha = (3000, 2, 1), R^2 train: 0.901, R^2 test: 0.371 Bootstrap CV 25, alpha = (3000, 2, 2), R^2 train: 0.867, R^2 test: 0.366 Bootstrap CV 25, alpha = (3000, 2, 5), R^2 train: 0.746, R^2 test: 0.357 Bootstrap CV 25, alpha = (3000, 2, 7), R^2 train: 0.678, R^2 test: 0.352 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.987, Explained Variance Score Train: 0.867 AUC Validation: 0.807, Explained Variance Score Validation: 0.366 AUC Test: 0.786, Explained Variance Score Test: 0.303 Bootstrap CV 18, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.145 Bootstrap CV 18, alpha = (3000, 2, 2), R^2 train: 0.836, R^2 test: 0.149 Bootstrap CV 18, alpha = (3000, 2, 5), R^2 train: 0.700, R^2 test: 0.131 Bootstrap CV 18, alpha = (3000, 2, 7), R^2 train: 0.625, R^2 test: 0.121 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.964, Explained Variance Score Train: 0.700 AUC Validation: 0.788, Explained Variance Score Validation: 0.165 AUC Test: 0.769, Explained Variance Score Test: 0.284 Bootstrap CV 16, alpha = (3000, 2, 1), R^2 train: 0.883, R^2 test: 0.248 Bootstrap CV 16, alpha = (3000, 2, 2), R^2 train: 0.797, R^2 test: 0.294 Bootstrap CV 16, alpha = (3000, 2, 5), R^2 train: 0.641, R^2 test: 0.272 Bootstrap CV 16, alpha = (3000, 2, 7), R^2 train: 0.568, R^2 test: 0.254 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.976, Explained Variance Score Train: 0.797 AUC Validation: 0.762, Explained Variance Score Validation: 0.313 AUC Test: 0.807, Explained Variance Score Test: 0.339 Bootstrap CV 17, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.209 Bootstrap CV 17, alpha = (3000, 2, 2), R^2 train: 0.838, R^2 test: 0.221 Bootstrap CV 17, alpha = (3000, 2, 5), R^2 train: 0.705, R^2 test: 0.191 Bootstrap CV 17, alpha = (3000, 2, 7), R^2 train: 0.631, R^2 test: 0.187 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.987, Explained Variance Score Train: 0.838 AUC Validation: 0.596, Explained Variance Score Validation: 0.223 AUC Test: 0.766, Explained Variance Score Test: 0.281 Bootstrap CV 19, alpha = (3000, 2, 1), R^2 train: 0.893, R^2 test: 0.213 Bootstrap CV 19, alpha = (3000, 2, 2), R^2 train: 0.860, R^2 test: 0.231 Bootstrap CV 19, alpha = (3000, 2, 5), R^2 train: 0.735, R^2 test: 0.237 Bootstrap CV 19, alpha = (3000, 2, 7), R^2 train: 0.664, R^2 test: 0.230 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.934, Explained Variance Score Train: 0.664 AUC Validation: 0.816, Explained Variance Score Validation: 0.234 AUC Test: 0.811, Explained Variance Score Test: 0.287 Bootstrap CV 30, alpha = (3000, 2, 1), R^2 train: 0.886, R^2 test: 0.229 Bootstrap CV 30, alpha = (3000, 2, 2), R^2 train: 0.806, R^2 test: 0.186 Bootstrap CV 30, alpha = (3000, 2, 5), R^2 train: 0.650, R^2 test: 0.164 Bootstrap CV 30, alpha = (3000, 2, 7), R^2 train: 0.582, R^2 test: 0.172 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.991, Explained Variance Score Train: 0.886 AUC Validation: 0.754, Explained Variance Score Validation: 0.233 AUC Test: 0.792, Explained Variance Score Test: 0.293 Bootstrap CV 26, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.281 Bootstrap CV 26, alpha = (3000, 2, 2), R^2 train: 0.861, R^2 test: 0.284 Bootstrap CV 26, alpha = (3000, 2, 5), R^2 train: 0.735, R^2 test: 0.296 Bootstrap CV 26, alpha = (3000, 2, 7), R^2 train: 0.661, R^2 test: 0.303 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.937, Explained Variance Score Train: 0.661 AUC Validation: 0.709, Explained Variance Score Validation: 0.306 AUC Test: 0.775, Explained Variance Score Test: 0.237 Bootstrap CV 22, alpha = (3000, 2, 1), R^2 train: 0.908, R^2 test: 0.323 Bootstrap CV 22, alpha = (3000, 2, 2), R^2 train: 0.860, R^2 test: 0.346 Bootstrap CV 22, alpha = (3000, 2, 5), R^2 train: 0.734, R^2 test: 0.340 Bootstrap CV 22, alpha = (3000, 2, 7), R^2 train: 0.672, R^2 test: 0.331 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.994, Explained Variance Score Train: 0.908 AUC Validation: 0.772, Explained Variance Score Validation: 0.326 AUC Test: 0.791, Explained Variance Score Test: 0.300 Bootstrap CV 20, alpha = (3000, 2, 1), R^2 train: 0.903, R^2 test: -0.099 Bootstrap CV 20, alpha = (3000, 2, 2), R^2 train: 0.846, R^2 test: -0.058 Bootstrap CV 20, alpha = (3000, 2, 5), R^2 train: 0.740, R^2 test: 0.055 Bootstrap CV 20, alpha = (3000, 2, 7), R^2 train: 0.674, R^2 test: 0.068 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.975, Explained Variance Score Train: 0.846 AUC Validation: 0.696, Explained Variance Score Validation: 0.033 AUC Test: 0.805, Explained Variance Score Test: 0.324 Bootstrap CV 29, alpha = (3000, 2, 1), R^2 train: 0.905, R^2 test: 0.368 Bootstrap CV 29, alpha = (3000, 2, 2), R^2 train: 0.864, R^2 test: 0.368 Bootstrap CV 29, alpha = (3000, 2, 5), R^2 train: 0.724, R^2 test: 0.364 Bootstrap CV 29, alpha = (3000, 2, 7), R^2 train: 0.656, R^2 test: 0.354 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.994, Explained Variance Score Train: 0.864 AUC Validation: 0.818, Explained Variance Score Validation: 0.370 AUC Test: 0.817, Explained Variance Score Test: 0.355 Bootstrap CV 31, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.283 Bootstrap CV 31, alpha = (3000, 2, 2), R^2 train: 0.839, R^2 test: 0.301 Bootstrap CV 31, alpha = (3000, 2, 5), R^2 train: 0.633, R^2 test: 0.267 Bootstrap CV 31, alpha = (3000, 2, 7), R^2 train: 0.553, R^2 test: 0.270 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.987, Explained Variance Score Train: 0.839 AUC Validation: 0.892, Explained Variance Score Validation: 0.303 AUC Test: 0.778, Explained Variance Score Test: 0.331 Bootstrap CV 28, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.257 Bootstrap CV 28, alpha = (3000, 2, 2), R^2 train: 0.847, R^2 test: 0.218 Bootstrap CV 28, alpha = (3000, 2, 5), R^2 train: 0.701, R^2 test: 0.233 Bootstrap CV 28, alpha = (3000, 2, 7), R^2 train: 0.623, R^2 test: 0.246 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.991, Explained Variance Score Train: 0.896 AUC Validation: 0.776, Explained Variance Score Validation: 0.258 AUC Test: 0.814, Explained Variance Score Test: 0.365 Running batch 3 of 7 with 16 nodes Bootstrap CV 45, alpha = (3000, 2, 1), R^2 train: 0.908, R^2 test: 0.365 Bootstrap CV 45, alpha = (3000, 2, 2), R^2 train: 0.875, R^2 test: 0.371 Bootstrap CV 45, alpha = (3000, 2, 5), R^2 train: 0.769, R^2 test: 0.356 Bootstrap CV 45, alpha = (3000, 2, 7), R^2 train: 0.703, R^2 test: 0.353 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.957, Explained Variance Score Train: 0.703 AUC Validation: 0.851, Explained Variance Score Validation: 0.360 AUC Test: 0.778, Explained Variance Score Test: 0.265 Bootstrap CV 36, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.291 Bootstrap CV 36, alpha = (3000, 2, 2), R^2 train: 0.830, R^2 test: 0.278 Bootstrap CV 36, alpha = (3000, 2, 5), R^2 train: 0.712, R^2 test: 0.238 Bootstrap CV 36, alpha = (3000, 2, 7), R^2 train: 0.650, R^2 test: 0.236 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.984, Explained Variance Score Train: 0.830 AUC Validation: 0.832, Explained Variance Score Validation: 0.281 AUC Test: 0.793, Explained Variance Score Test: 0.360 Bootstrap CV 35, alpha = (3000, 2, 1), R^2 train: 0.901, R^2 test: 0.284 Bootstrap CV 35, alpha = (3000, 2, 2), R^2 train: 0.856, R^2 test: 0.341 Bootstrap CV 35, alpha = (3000, 2, 5), R^2 train: 0.726, R^2 test: 0.327 Bootstrap CV 35, alpha = (3000, 2, 7), R^2 train: 0.658, R^2 test: 0.315 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.974, Explained Variance Score Train: 0.856 AUC Validation: 0.817, Explained Variance Score Validation: 0.357 AUC Test: 0.810, Explained Variance Score Test: 0.349 Bootstrap CV 34, alpha = (3000, 2, 1), R^2 train: 0.902, R^2 test: 0.308 Bootstrap CV 34, alpha = (3000, 2, 2), R^2 train: 0.857, R^2 test: 0.306 Bootstrap CV 34, alpha = (3000, 2, 5), R^2 train: 0.710, R^2 test: 0.355 Bootstrap CV 34, alpha = (3000, 2, 7), R^2 train: 0.640, R^2 test: 0.361 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.989, Explained Variance Score Train: 0.902 AUC Validation: 0.791, Explained Variance Score Validation: 0.312 AUC Test: 0.814, Explained Variance Score Test: 0.351 Bootstrap CV 33, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.302 Bootstrap CV 33, alpha = (3000, 2, 2), R^2 train: 0.848, R^2 test: 0.330 Bootstrap CV 33, alpha = (3000, 2, 5), R^2 train: 0.683, R^2 test: 0.380 Bootstrap CV 33, alpha = (3000, 2, 7), R^2 train: 0.604, R^2 test: 0.395 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.939, Explained Variance Score Train: 0.604 AUC Validation: 0.805, Explained Variance Score Validation: 0.411 AUC Test: 0.793, Explained Variance Score Test: 0.288 Bootstrap CV 32, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.364 Bootstrap CV 32, alpha = (3000, 2, 2), R^2 train: 0.817, R^2 test: 0.305 Bootstrap CV 32, alpha = (3000, 2, 5), R^2 train: 0.675, R^2 test: 0.286 Bootstrap CV 32, alpha = (3000, 2, 7), R^2 train: 0.615, R^2 test: 0.274 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.993, Explained Variance Score Train: 0.892 AUC Validation: 0.856, Explained Variance Score Validation: 0.375 AUC Test: 0.794, Explained Variance Score Test: 0.309 Bootstrap CV 38, alpha = (3000, 2, 1), R^2 train: 0.884, R^2 test: 0.224 Bootstrap CV 38, alpha = (3000, 2, 2), R^2 train: 0.804, R^2 test: 0.260 Bootstrap CV 38, alpha = (3000, 2, 5), R^2 train: 0.646, R^2 test: 0.275 Bootstrap CV 38, alpha = (3000, 2, 7), R^2 train: 0.577, R^2 test: 0.254 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.952, Explained Variance Score Train: 0.646 AUC Validation: 0.826, Explained Variance Score Validation: 0.277 AUC Test: 0.791, Explained Variance Score Test: 0.323 Bootstrap CV 37, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.246 Bootstrap CV 37, alpha = (3000, 2, 2), R^2 train: 0.822, R^2 test: 0.280 Bootstrap CV 37, alpha = (3000, 2, 5), R^2 train: 0.651, R^2 test: 0.317 Bootstrap CV 37, alpha = (3000, 2, 7), R^2 train: 0.584, R^2 test: 0.302 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.972, Explained Variance Score Train: 0.822 AUC Validation: 0.731, Explained Variance Score Validation: 0.284 AUC Test: 0.797, Explained Variance Score Test: 0.304 Bootstrap CV 47, alpha = (3000, 2, 1), R^2 train: 0.916, R^2 test: 0.269 Bootstrap CV 47, alpha = (3000, 2, 2), R^2 train: 0.882, R^2 test: 0.271 Bootstrap CV 47, alpha = (3000, 2, 5), R^2 train: 0.750, R^2 test: 0.296 Bootstrap CV 47, alpha = (3000, 2, 7), R^2 train: 0.667, R^2 test: 0.297 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.990, Explained Variance Score Train: 0.916 AUC Validation: 0.768, Explained Variance Score Validation: 0.269 AUC Test: 0.805, Explained Variance Score Test: 0.356 Bootstrap CV 39, alpha = (3000, 2, 1), R^2 train: 0.893, R^2 test: 0.327 Bootstrap CV 39, alpha = (3000, 2, 2), R^2 train: 0.857, R^2 test: 0.323 Bootstrap CV 39, alpha = (3000, 2, 5), R^2 train: 0.725, R^2 test: 0.331 Bootstrap CV 39, alpha = (3000, 2, 7), R^2 train: 0.651, R^2 test: 0.331 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.991, Explained Variance Score Train: 0.893 AUC Validation: 0.856, Explained Variance Score Validation: 0.331 AUC Test: 0.808, Explained Variance Score Test: 0.324 Bootstrap CV 40, alpha = (3000, 2, 1), R^2 train: 0.893, R^2 test: 0.106 Bootstrap CV 40, alpha = (3000, 2, 2), R^2 train: 0.835, R^2 test: 0.154 Bootstrap CV 40, alpha = (3000, 2, 5), R^2 train: 0.716, R^2 test: 0.214 Bootstrap CV 40, alpha = (3000, 2, 7), R^2 train: 0.639, R^2 test: 0.240 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.964, Explained Variance Score Train: 0.835 AUC Validation: 0.654, Explained Variance Score Validation: 0.183 AUC Test: 0.791, Explained Variance Score Test: 0.316 Bootstrap CV 42, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: -0.093 Bootstrap CV 42, alpha = (3000, 2, 2), R^2 train: 0.825, R^2 test: -0.220 Bootstrap CV 42, alpha = (3000, 2, 5), R^2 train: 0.658, R^2 test: -0.072 Bootstrap CV 42, alpha = (3000, 2, 7), R^2 train: 0.593, R^2 test: -0.034 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.983, Explained Variance Score Train: 0.825 AUC Validation: 0.614, Explained Variance Score Validation: -0.204 AUC Test: 0.809, Explained Variance Score Test: 0.324 Bootstrap CV 41, alpha = (3000, 2, 1), R^2 train: 0.906, R^2 test: 0.297 Bootstrap CV 41, alpha = (3000, 2, 2), R^2 train: 0.880, R^2 test: 0.285 Bootstrap CV 41, alpha = (3000, 2, 5), R^2 train: 0.757, R^2 test: 0.291 Bootstrap CV 41, alpha = (3000, 2, 7), R^2 train: 0.685, R^2 test: 0.318 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.990, Explained Variance Score Train: 0.906 AUC Validation: 0.860, Explained Variance Score Validation: 0.334 AUC Test: 0.806, Explained Variance Score Test: 0.358 Bootstrap CV 46, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.287 Bootstrap CV 46, alpha = (3000, 2, 2), R^2 train: 0.844, R^2 test: 0.302 Bootstrap CV 46, alpha = (3000, 2, 5), R^2 train: 0.714, R^2 test: 0.282 Bootstrap CV 46, alpha = (3000, 2, 7), R^2 train: 0.651, R^2 test: 0.279 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.990, Explained Variance Score Train: 0.844 AUC Validation: 0.809, Explained Variance Score Validation: 0.343 AUC Test: 0.781, Explained Variance Score Test: 0.321 Bootstrap CV 44, alpha = (3000, 2, 1), R^2 train: 0.883, R^2 test: 0.164 Bootstrap CV 44, alpha = (3000, 2, 2), R^2 train: 0.826, R^2 test: 0.175 Bootstrap CV 44, alpha = (3000, 2, 5), R^2 train: 0.673, R^2 test: 0.211 Bootstrap CV 44, alpha = (3000, 2, 7), R^2 train: 0.605, R^2 test: 0.209 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.983, Explained Variance Score Train: 0.826 AUC Validation: 0.726, Explained Variance Score Validation: 0.178 AUC Test: 0.810, Explained Variance Score Test: 0.312 Bootstrap CV 43, alpha = (3000, 2, 1), R^2 train: 0.893, R^2 test: 0.233 Bootstrap CV 43, alpha = (3000, 2, 2), R^2 train: 0.830, R^2 test: 0.239 Bootstrap CV 43, alpha = (3000, 2, 5), R^2 train: 0.691, R^2 test: 0.239 Bootstrap CV 43, alpha = (3000, 2, 7), R^2 train: 0.626, R^2 test: 0.225 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.996, Explained Variance Score Train: 0.893 AUC Validation: 0.671, Explained Variance Score Validation: 0.240 AUC Test: 0.802, Explained Variance Score Test: 0.301 Running batch 4 of 7 with 16 nodes Bootstrap CV 48, alpha = (3000, 2, 1), R^2 train: 0.883, R^2 test: 0.289 Bootstrap CV 48, alpha = (3000, 2, 2), R^2 train: 0.810, R^2 test: 0.304 Bootstrap CV 48, alpha = (3000, 2, 5), R^2 train: 0.668, R^2 test: 0.290 Bootstrap CV 48, alpha = (3000, 2, 7), R^2 train: 0.596, R^2 test: 0.281 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.941, Explained Variance Score Train: 0.596 AUC Validation: 0.740, Explained Variance Score Validation: 0.285 AUC Test: 0.803, Explained Variance Score Test: 0.314 Bootstrap CV 60, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.140 Bootstrap CV 60, alpha = (3000, 2, 2), R^2 train: 0.845, R^2 test: 0.115 Bootstrap CV 60, alpha = (3000, 2, 5), R^2 train: 0.722, R^2 test: 0.122 Bootstrap CV 60, alpha = (3000, 2, 7), R^2 train: 0.654, R^2 test: 0.125 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.981, Explained Variance Score Train: 0.845 AUC Validation: 0.692, Explained Variance Score Validation: 0.129 AUC Test: 0.788, Explained Variance Score Test: 0.278 Bootstrap CV 55, alpha = (3000, 2, 1), R^2 train: 0.914, R^2 test: 0.227 Bootstrap CV 55, alpha = (3000, 2, 2), R^2 train: 0.846, R^2 test: 0.220 Bootstrap CV 55, alpha = (3000, 2, 5), R^2 train: 0.668, R^2 test: 0.266 Bootstrap CV 55, alpha = (3000, 2, 7), R^2 train: 0.593, R^2 test: 0.293 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.944, Explained Variance Score Train: 0.668 AUC Validation: 0.748, Explained Variance Score Validation: 0.267 AUC Test: 0.810, Explained Variance Score Test: 0.349 Bootstrap CV 56, alpha = (3000, 2, 1), R^2 train: 0.911, R^2 test: 0.187 Bootstrap CV 56, alpha = (3000, 2, 2), R^2 train: 0.846, R^2 test: 0.185 Bootstrap CV 56, alpha = (3000, 2, 5), R^2 train: 0.669, R^2 test: 0.220 Bootstrap CV 56, alpha = (3000, 2, 7), R^2 train: 0.587, R^2 test: 0.190 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.944, Explained Variance Score Train: 0.669 AUC Validation: 0.745, Explained Variance Score Validation: 0.222 AUC Test: 0.804, Explained Variance Score Test: 0.315 Bootstrap CV 54, alpha = (3000, 2, 1), R^2 train: 0.909, R^2 test: 0.278 Bootstrap CV 54, alpha = (3000, 2, 2), R^2 train: 0.835, R^2 test: 0.295 Bootstrap CV 54, alpha = (3000, 2, 5), R^2 train: 0.745, R^2 test: 0.269 Bootstrap CV 54, alpha = (3000, 2, 7), R^2 train: 0.682, R^2 test: 0.253 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.979, Explained Variance Score Train: 0.835 AUC Validation: 0.823, Explained Variance Score Validation: 0.311 AUC Test: 0.817, Explained Variance Score Test: 0.330 Bootstrap CV 50, alpha = (3000, 2, 1), R^2 train: 0.913, R^2 test: 0.425 Bootstrap CV 50, alpha = (3000, 2, 2), R^2 train: 0.888, R^2 test: 0.421 Bootstrap CV 50, alpha = (3000, 2, 5), R^2 train: 0.787, R^2 test: 0.428 Bootstrap CV 50, alpha = (3000, 2, 7), R^2 train: 0.717, R^2 test: 0.434 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.988, Explained Variance Score Train: 0.888 AUC Validation: 0.855, Explained Variance Score Validation: 0.427 AUC Test: 0.782, Explained Variance Score Test: 0.319 Bootstrap CV 49, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: -0.101 Bootstrap CV 49, alpha = (3000, 2, 2), R^2 train: 0.811, R^2 test: -0.095 Bootstrap CV 49, alpha = (3000, 2, 5), R^2 train: 0.619, R^2 test: -0.054 Bootstrap CV 49, alpha = (3000, 2, 7), R^2 train: 0.551, R^2 test: -0.039 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.987, Explained Variance Score Train: 0.811 AUC Validation: 0.633, Explained Variance Score Validation: -0.095 AUC Test: 0.816, Explained Variance Score Test: 0.365 Bootstrap CV 51, alpha = (3000, 2, 1), R^2 train: 0.908, R^2 test: 0.094 Bootstrap CV 51, alpha = (3000, 2, 2), R^2 train: 0.877, R^2 test: 0.108 Bootstrap CV 51, alpha = (3000, 2, 5), R^2 train: 0.767, R^2 test: 0.164 Bootstrap CV 51, alpha = (3000, 2, 7), R^2 train: 0.706, R^2 test: 0.168 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.952, Explained Variance Score Train: 0.706 AUC Validation: 0.622, Explained Variance Score Validation: 0.168 AUC Test: 0.794, Explained Variance Score Test: 0.316 Bootstrap CV 52, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.109 Bootstrap CV 52, alpha = (3000, 2, 2), R^2 train: 0.863, R^2 test: 0.129 Bootstrap CV 52, alpha = (3000, 2, 5), R^2 train: 0.737, R^2 test: 0.131 Bootstrap CV 52, alpha = (3000, 2, 7), R^2 train: 0.664, R^2 test: 0.128 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.935, Explained Variance Score Train: 0.664 AUC Validation: 0.752, Explained Variance Score Validation: 0.147 AUC Test: 0.804, Explained Variance Score Test: 0.298 Bootstrap CV 63, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.364 Bootstrap CV 63, alpha = (3000, 2, 2), R^2 train: 0.861, R^2 test: 0.365 Bootstrap CV 63, alpha = (3000, 2, 5), R^2 train: 0.729, R^2 test: 0.378 Bootstrap CV 63, alpha = (3000, 2, 7), R^2 train: 0.657, R^2 test: 0.398 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.993, Explained Variance Score Train: 0.895 AUC Validation: 0.915, Explained Variance Score Validation: 0.399 AUC Test: 0.783, Explained Variance Score Test: 0.312 Bootstrap CV 61, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.230 Bootstrap CV 61, alpha = (3000, 2, 2), R^2 train: 0.814, R^2 test: 0.219 Bootstrap CV 61, alpha = (3000, 2, 5), R^2 train: 0.688, R^2 test: 0.231 Bootstrap CV 61, alpha = (3000, 2, 7), R^2 train: 0.626, R^2 test: 0.239 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.966, Explained Variance Score Train: 0.814 AUC Validation: 0.789, Explained Variance Score Validation: 0.222 AUC Test: 0.804, Explained Variance Score Test: 0.317 Bootstrap CV 57, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.218 Bootstrap CV 57, alpha = (3000, 2, 2), R^2 train: 0.842, R^2 test: 0.219 Bootstrap CV 57, alpha = (3000, 2, 5), R^2 train: 0.704, R^2 test: 0.233 Bootstrap CV 57, alpha = (3000, 2, 7), R^2 train: 0.630, R^2 test: 0.232 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.988, Explained Variance Score Train: 0.891 AUC Validation: 0.737, Explained Variance Score Validation: 0.219 AUC Test: 0.797, Explained Variance Score Test: 0.327 Bootstrap CV 58, alpha = (3000, 2, 1), R^2 train: 0.893, R^2 test: 0.248 Bootstrap CV 58, alpha = (3000, 2, 2), R^2 train: 0.850, R^2 test: 0.268 Bootstrap CV 58, alpha = (3000, 2, 5), R^2 train: 0.719, R^2 test: 0.266 Bootstrap CV 58, alpha = (3000, 2, 7), R^2 train: 0.651, R^2 test: 0.264 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.970, Explained Variance Score Train: 0.651 AUC Validation: 0.831, Explained Variance Score Validation: 0.264 AUC Test: 0.798, Explained Variance Score Test: 0.291 Bootstrap CV 53, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.367 Bootstrap CV 53, alpha = (3000, 2, 2), R^2 train: 0.846, R^2 test: 0.331 Bootstrap CV 53, alpha = (3000, 2, 5), R^2 train: 0.696, R^2 test: 0.335 Bootstrap CV 53, alpha = (3000, 2, 7), R^2 train: 0.621, R^2 test: 0.287 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.950, Explained Variance Score Train: 0.696 AUC Validation: 0.858, Explained Variance Score Validation: 0.336 AUC Test: 0.787, Explained Variance Score Test: 0.323 Bootstrap CV 62, alpha = (3000, 2, 1), R^2 train: 0.903, R^2 test: 0.180 Bootstrap CV 62, alpha = (3000, 2, 2), R^2 train: 0.851, R^2 test: 0.241 Bootstrap CV 62, alpha = (3000, 2, 5), R^2 train: 0.731, R^2 test: 0.250 Bootstrap CV 62, alpha = (3000, 2, 7), R^2 train: 0.663, R^2 test: 0.232 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.990, Explained Variance Score Train: 0.851 AUC Validation: 0.734, Explained Variance Score Validation: 0.252 AUC Test: 0.798, Explained Variance Score Test: 0.372 Bootstrap CV 59, alpha = (3000, 2, 1), R^2 train: 0.899, R^2 test: 0.250 Bootstrap CV 59, alpha = (3000, 2, 2), R^2 train: 0.843, R^2 test: 0.303 Bootstrap CV 59, alpha = (3000, 2, 5), R^2 train: 0.720, R^2 test: 0.299 Bootstrap CV 59, alpha = (3000, 2, 7), R^2 train: 0.651, R^2 test: 0.288 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.975, Explained Variance Score Train: 0.843 AUC Validation: 0.797, Explained Variance Score Validation: 0.307 AUC Test: 0.807, Explained Variance Score Test: 0.359 Running batch 5 of 7 with 16 nodes Bootstrap CV 73, alpha = (3000, 2, 1), R^2 train: 0.902, R^2 test: 0.354 Bootstrap CV 73, alpha = (3000, 2, 2), R^2 train: 0.862, R^2 test: 0.355 Bootstrap CV 73, alpha = (3000, 2, 5), R^2 train: 0.740, R^2 test: 0.337 Bootstrap CV 73, alpha = (3000, 2, 7), R^2 train: 0.668, R^2 test: 0.336 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.949, Explained Variance Score Train: 0.668 AUC Validation: 0.828, Explained Variance Score Validation: 0.337 AUC Test: 0.811, Explained Variance Score Test: 0.328 Bootstrap CV 76, alpha = (3000, 2, 1), R^2 train: 0.885, R^2 test: 0.240 Bootstrap CV 76, alpha = (3000, 2, 2), R^2 train: 0.844, R^2 test: 0.238 Bootstrap CV 76, alpha = (3000, 2, 5), R^2 train: 0.718, R^2 test: 0.243 Bootstrap CV 76, alpha = (3000, 2, 7), R^2 train: 0.645, R^2 test: 0.248 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.955, Explained Variance Score Train: 0.718 AUC Validation: 0.736, Explained Variance Score Validation: 0.246 AUC Test: 0.784, Explained Variance Score Test: 0.256 Bootstrap CV 65, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.331 Bootstrap CV 65, alpha = (3000, 2, 2), R^2 train: 0.843, R^2 test: 0.341 Bootstrap CV 65, alpha = (3000, 2, 5), R^2 train: 0.708, R^2 test: 0.324 Bootstrap CV 65, alpha = (3000, 2, 7), R^2 train: 0.636, R^2 test: 0.321 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.995, Explained Variance Score Train: 0.843 AUC Validation: 0.821, Explained Variance Score Validation: 0.341 AUC Test: 0.801, Explained Variance Score Test: 0.325 Bootstrap CV 64, alpha = (3000, 2, 1), R^2 train: 0.908, R^2 test: 0.142 Bootstrap CV 64, alpha = (3000, 2, 2), R^2 train: 0.828, R^2 test: 0.238 Bootstrap CV 64, alpha = (3000, 2, 5), R^2 train: 0.691, R^2 test: 0.296 Bootstrap CV 64, alpha = (3000, 2, 7), R^2 train: 0.618, R^2 test: 0.280 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.976, Explained Variance Score Train: 0.828 AUC Validation: 0.815, Explained Variance Score Validation: 0.240 AUC Test: 0.797, Explained Variance Score Test: 0.363 Bootstrap CV 68, alpha = (3000, 2, 1), R^2 train: 0.882, R^2 test: 0.223 Bootstrap CV 68, alpha = (3000, 2, 2), R^2 train: 0.811, R^2 test: 0.236 Bootstrap CV 68, alpha = (3000, 2, 5), R^2 train: 0.675, R^2 test: 0.237 Bootstrap CV 68, alpha = (3000, 2, 7), R^2 train: 0.603, R^2 test: 0.232 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.951, Explained Variance Score Train: 0.675 AUC Validation: 0.816, Explained Variance Score Validation: 0.290 AUC Test: 0.803, Explained Variance Score Test: 0.310 Bootstrap CV 71, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.117 Bootstrap CV 71, alpha = (3000, 2, 2), R^2 train: 0.821, R^2 test: 0.083 Bootstrap CV 71, alpha = (3000, 2, 5), R^2 train: 0.622, R^2 test: 0.014 Bootstrap CV 71, alpha = (3000, 2, 7), R^2 train: 0.560, R^2 test: 0.070 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.975, Explained Variance Score Train: 0.821 AUC Validation: 0.683, Explained Variance Score Validation: 0.106 AUC Test: 0.818, Explained Variance Score Test: 0.362 Bootstrap CV 66, alpha = (3000, 2, 1), R^2 train: 0.908, R^2 test: -0.210 Bootstrap CV 66, alpha = (3000, 2, 2), R^2 train: 0.868, R^2 test: -0.182 Bootstrap CV 66, alpha = (3000, 2, 5), R^2 train: 0.745, R^2 test: -0.131 Bootstrap CV 66, alpha = (3000, 2, 7), R^2 train: 0.684, R^2 test: -0.116 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.952, Explained Variance Score Train: 0.684 AUC Validation: 0.665, Explained Variance Score Validation: -0.090 AUC Test: 0.803, Explained Variance Score Test: 0.342 Bootstrap CV 67, alpha = (3000, 2, 1), R^2 train: 0.906, R^2 test: 0.167 Bootstrap CV 67, alpha = (3000, 2, 2), R^2 train: 0.878, R^2 test: 0.194 Bootstrap CV 67, alpha = (3000, 2, 5), R^2 train: 0.769, R^2 test: 0.215 Bootstrap CV 67, alpha = (3000, 2, 7), R^2 train: 0.703, R^2 test: 0.213 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.992, Explained Variance Score Train: 0.878 AUC Validation: 0.665, Explained Variance Score Validation: 0.202 AUC Test: 0.791, Explained Variance Score Test: 0.323 Bootstrap CV 72, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.318 Bootstrap CV 72, alpha = (3000, 2, 2), R^2 train: 0.830, R^2 test: 0.305 Bootstrap CV 72, alpha = (3000, 2, 5), R^2 train: 0.722, R^2 test: 0.275 Bootstrap CV 72, alpha = (3000, 2, 7), R^2 train: 0.654, R^2 test: 0.257 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.987, Explained Variance Score Train: 0.830 AUC Validation: 0.811, Explained Variance Score Validation: 0.305 AUC Test: 0.802, Explained Variance Score Test: 0.322 Bootstrap CV 69, alpha = (3000, 2, 1), R^2 train: 0.904, R^2 test: 0.251 Bootstrap CV 69, alpha = (3000, 2, 2), R^2 train: 0.852, R^2 test: 0.273 Bootstrap CV 69, alpha = (3000, 2, 5), R^2 train: 0.720, R^2 test: 0.271 Bootstrap CV 69, alpha = (3000, 2, 7), R^2 train: 0.643, R^2 test: 0.284 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.959, Explained Variance Score Train: 0.720 AUC Validation: 0.698, Explained Variance Score Validation: 0.271 AUC Test: 0.812, Explained Variance Score Test: 0.326 Bootstrap CV 70, alpha = (3000, 2, 1), R^2 train: 0.865, R^2 test: 0.192 Bootstrap CV 70, alpha = (3000, 2, 2), R^2 train: 0.804, R^2 test: 0.199 Bootstrap CV 70, alpha = (3000, 2, 5), R^2 train: 0.649, R^2 test: 0.197 Bootstrap CV 70, alpha = (3000, 2, 7), R^2 train: 0.576, R^2 test: 0.203 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.948, Explained Variance Score Train: 0.576 AUC Validation: 0.779, Explained Variance Score Validation: 0.203 AUC Test: 0.809, Explained Variance Score Test: 0.297 Bootstrap CV 77, alpha = (3000, 2, 1), R^2 train: 0.900, R^2 test: 0.277 Bootstrap CV 77, alpha = (3000, 2, 2), R^2 train: 0.870, R^2 test: 0.278 Bootstrap CV 77, alpha = (3000, 2, 5), R^2 train: 0.752, R^2 test: 0.288 Bootstrap CV 77, alpha = (3000, 2, 7), R^2 train: 0.684, R^2 test: 0.295 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.966, Explained Variance Score Train: 0.752 AUC Validation: 0.750, Explained Variance Score Validation: 0.288 AUC Test: 0.807, Explained Variance Score Test: 0.329 Bootstrap CV 79, alpha = (3000, 2, 1), R^2 train: 0.915, R^2 test: -0.084 Bootstrap CV 79, alpha = (3000, 2, 2), R^2 train: 0.863, R^2 test: -0.206 Bootstrap CV 79, alpha = (3000, 2, 5), R^2 train: 0.739, R^2 test: -0.042 Bootstrap CV 79, alpha = (3000, 2, 7), R^2 train: 0.679, R^2 test: 0.006 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.991, Explained Variance Score Train: 0.915 AUC Validation: 0.820, Explained Variance Score Validation: -0.048 AUC Test: 0.773, Explained Variance Score Test: 0.256 Bootstrap CV 75, alpha = (3000, 2, 1), R^2 train: 0.890, R^2 test: 0.296 Bootstrap CV 75, alpha = (3000, 2, 2), R^2 train: 0.815, R^2 test: 0.337 Bootstrap CV 75, alpha = (3000, 2, 5), R^2 train: 0.618, R^2 test: 0.391 Bootstrap CV 75, alpha = (3000, 2, 7), R^2 train: 0.534, R^2 test: 0.390 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.968, Explained Variance Score Train: 0.619 AUC Validation: 0.790, Explained Variance Score Validation: 0.391 AUC Test: 0.792, Explained Variance Score Test: 0.340 Bootstrap CV 74, alpha = (3000, 2, 1), R^2 train: 0.893, R^2 test: 0.194 Bootstrap CV 74, alpha = (3000, 2, 2), R^2 train: 0.842, R^2 test: 0.185 Bootstrap CV 74, alpha = (3000, 2, 5), R^2 train: 0.708, R^2 test: 0.199 Bootstrap CV 74, alpha = (3000, 2, 7), R^2 train: 0.641, R^2 test: 0.202 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.985, Explained Variance Score Train: 0.893 AUC Validation: 0.651, Explained Variance Score Validation: 0.212 AUC Test: 0.785, Explained Variance Score Test: 0.331 Bootstrap CV 78, alpha = (3000, 2, 1), R^2 train: 0.902, R^2 test: 0.086 Bootstrap CV 78, alpha = (3000, 2, 2), R^2 train: 0.854, R^2 test: 0.117 Bootstrap CV 78, alpha = (3000, 2, 5), R^2 train: 0.729, R^2 test: 0.169 Bootstrap CV 78, alpha = (3000, 2, 7), R^2 train: 0.664, R^2 test: 0.181 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.993, Explained Variance Score Train: 0.854 AUC Validation: 0.677, Explained Variance Score Validation: 0.118 AUC Test: 0.806, Explained Variance Score Test: 0.341 Running batch 6 of 7 with 16 nodes Bootstrap CV 87, alpha = (3000, 2, 1), R^2 train: 0.900, R^2 test: 0.245 Bootstrap CV 87, alpha = (3000, 2, 2), R^2 train: 0.868, R^2 test: 0.248 Bootstrap CV 87, alpha = (3000, 2, 5), R^2 train: 0.750, R^2 test: 0.264 Bootstrap CV 87, alpha = (3000, 2, 7), R^2 train: 0.686, R^2 test: 0.272 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.923, Explained Variance Score Train: 0.686 AUC Validation: 0.820, Explained Variance Score Validation: 0.284 AUC Test: 0.791, Explained Variance Score Test: 0.286 Bootstrap CV 89, alpha = (3000, 2, 1), R^2 train: 0.885, R^2 test: 0.266 Bootstrap CV 89, alpha = (3000, 2, 2), R^2 train: 0.798, R^2 test: 0.213 Bootstrap CV 89, alpha = (3000, 2, 5), R^2 train: 0.649, R^2 test: 0.268 Bootstrap CV 89, alpha = (3000, 2, 7), R^2 train: 0.583, R^2 test: 0.281 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.934, Explained Variance Score Train: 0.583 AUC Validation: 0.860, Explained Variance Score Validation: 0.291 AUC Test: 0.786, Explained Variance Score Test: 0.310 Bootstrap CV 82, alpha = (3000, 2, 1), R^2 train: 0.889, R^2 test: 0.402 Bootstrap CV 82, alpha = (3000, 2, 2), R^2 train: 0.837, R^2 test: 0.412 Bootstrap CV 82, alpha = (3000, 2, 5), R^2 train: 0.678, R^2 test: 0.438 Bootstrap CV 82, alpha = (3000, 2, 7), R^2 train: 0.601, R^2 test: 0.445 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.940, Explained Variance Score Train: 0.601 AUC Validation: 0.831, Explained Variance Score Validation: 0.454 AUC Test: 0.806, Explained Variance Score Test: 0.348 Bootstrap CV 83, alpha = (3000, 2, 1), R^2 train: 0.911, R^2 test: 0.315 Bootstrap CV 83, alpha = (3000, 2, 2), R^2 train: 0.863, R^2 test: 0.337 Bootstrap CV 83, alpha = (3000, 2, 5), R^2 train: 0.734, R^2 test: 0.284 Bootstrap CV 83, alpha = (3000, 2, 7), R^2 train: 0.678, R^2 test: 0.254 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.957, Explained Variance Score Train: 0.734 AUC Validation: 0.802, Explained Variance Score Validation: 0.288 AUC Test: 0.798, Explained Variance Score Test: 0.326 Bootstrap CV 80, alpha = (3000, 2, 1), R^2 train: 0.903, R^2 test: 0.198 Bootstrap CV 80, alpha = (3000, 2, 2), R^2 train: 0.877, R^2 test: 0.184 Bootstrap CV 80, alpha = (3000, 2, 5), R^2 train: 0.772, R^2 test: 0.204 Bootstrap CV 80, alpha = (3000, 2, 7), R^2 train: 0.699, R^2 test: 0.213 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.994, Explained Variance Score Train: 0.877 AUC Validation: 0.673, Explained Variance Score Validation: 0.184 AUC Test: 0.795, Explained Variance Score Test: 0.323 Bootstrap CV 88, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.108 Bootstrap CV 88, alpha = (3000, 2, 2), R^2 train: 0.844, R^2 test: 0.072 Bootstrap CV 88, alpha = (3000, 2, 5), R^2 train: 0.715, R^2 test: 0.092 Bootstrap CV 88, alpha = (3000, 2, 7), R^2 train: 0.643, R^2 test: 0.116 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.989, Explained Variance Score Train: 0.844 AUC Validation: 0.704, Explained Variance Score Validation: 0.073 AUC Test: 0.802, Explained Variance Score Test: 0.338 Bootstrap CV 95, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.023 Bootstrap CV 95, alpha = (3000, 2, 2), R^2 train: 0.816, R^2 test: 0.110 Bootstrap CV 95, alpha = (3000, 2, 5), R^2 train: 0.617, R^2 test: 0.064 Bootstrap CV 95, alpha = (3000, 2, 7), R^2 train: 0.540, R^2 test: 0.097 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.984, Explained Variance Score Train: 0.816 AUC Validation: 0.711, Explained Variance Score Validation: 0.145 AUC Test: 0.785, Explained Variance Score Test: 0.321 Bootstrap CV 93, alpha = (3000, 2, 1), R^2 train: 0.899, R^2 test: 0.264 Bootstrap CV 93, alpha = (3000, 2, 2), R^2 train: 0.828, R^2 test: 0.252 Bootstrap CV 93, alpha = (3000, 2, 5), R^2 train: 0.640, R^2 test: 0.281 Bootstrap CV 93, alpha = (3000, 2, 7), R^2 train: 0.571, R^2 test: 0.277 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.985, Explained Variance Score Train: 0.828 AUC Validation: 0.717, Explained Variance Score Validation: 0.256 AUC Test: 0.784, Explained Variance Score Test: 0.341 Bootstrap CV 90, alpha = (3000, 2, 1), R^2 train: 0.912, R^2 test: 0.409 Bootstrap CV 90, alpha = (3000, 2, 2), R^2 train: 0.886, R^2 test: 0.408 Bootstrap CV 90, alpha = (3000, 2, 5), R^2 train: 0.791, R^2 test: 0.406 Bootstrap CV 90, alpha = (3000, 2, 7), R^2 train: 0.725, R^2 test: 0.409 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.942, Explained Variance Score Train: 0.725 AUC Validation: 0.780, Explained Variance Score Validation: 0.426 AUC Test: 0.803, Explained Variance Score Test: 0.307 Bootstrap CV 92, alpha = (3000, 2, 1), R^2 train: 0.890, R^2 test: 0.148 Bootstrap CV 92, alpha = (3000, 2, 2), R^2 train: 0.824, R^2 test: 0.288 Bootstrap CV 92, alpha = (3000, 2, 5), R^2 train: 0.682, R^2 test: 0.286 Bootstrap CV 92, alpha = (3000, 2, 7), R^2 train: 0.604, R^2 test: 0.287 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.990, Explained Variance Score Train: 0.824 AUC Validation: 0.781, Explained Variance Score Validation: 0.293 AUC Test: 0.805, Explained Variance Score Test: 0.370 Bootstrap CV 86, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.340 Bootstrap CV 86, alpha = (3000, 2, 2), R^2 train: 0.833, R^2 test: 0.336 Bootstrap CV 86, alpha = (3000, 2, 5), R^2 train: 0.683, R^2 test: 0.327 Bootstrap CV 86, alpha = (3000, 2, 7), R^2 train: 0.615, R^2 test: 0.309 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.983, Explained Variance Score Train: 0.833 AUC Validation: 0.830, Explained Variance Score Validation: 0.350 AUC Test: 0.814, Explained Variance Score Test: 0.359 Bootstrap CV 84, alpha = (3000, 2, 1), R^2 train: 0.883, R^2 test: 0.231 Bootstrap CV 84, alpha = (3000, 2, 2), R^2 train: 0.821, R^2 test: 0.220 Bootstrap CV 84, alpha = (3000, 2, 5), R^2 train: 0.670, R^2 test: 0.199 Bootstrap CV 84, alpha = (3000, 2, 7), R^2 train: 0.600, R^2 test: 0.195 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.928, Explained Variance Score Train: 0.600 AUC Validation: 0.868, Explained Variance Score Validation: 0.195 AUC Test: 0.801, Explained Variance Score Test: 0.296 Bootstrap CV 91, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.405 Bootstrap CV 91, alpha = (3000, 2, 2), R^2 train: 0.829, R^2 test: 0.402 Bootstrap CV 91, alpha = (3000, 2, 5), R^2 train: 0.673, R^2 test: 0.425 Bootstrap CV 91, alpha = (3000, 2, 7), R^2 train: 0.575, R^2 test: 0.430 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.948, Explained Variance Score Train: 0.673 AUC Validation: 0.797, Explained Variance Score Validation: 0.436 AUC Test: 0.777, Explained Variance Score Test: 0.298 Bootstrap CV 94, alpha = (3000, 2, 1), R^2 train: 0.873, R^2 test: 0.322 Bootstrap CV 94, alpha = (3000, 2, 2), R^2 train: 0.789, R^2 test: 0.340 Bootstrap CV 94, alpha = (3000, 2, 5), R^2 train: 0.643, R^2 test: 0.355 Bootstrap CV 94, alpha = (3000, 2, 7), R^2 train: 0.572, R^2 test: 0.363 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.947, Explained Variance Score Train: 0.643 AUC Validation: 0.810, Explained Variance Score Validation: 0.356 AUC Test: 0.802, Explained Variance Score Test: 0.322 Bootstrap CV 81, alpha = (3000, 2, 1), R^2 train: 0.904, R^2 test: 0.277 Bootstrap CV 81, alpha = (3000, 2, 2), R^2 train: 0.868, R^2 test: 0.297 Bootstrap CV 81, alpha = (3000, 2, 5), R^2 train: 0.743, R^2 test: 0.252 Bootstrap CV 81, alpha = (3000, 2, 7), R^2 train: 0.675, R^2 test: 0.233 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.985, Explained Variance Score Train: 0.868 AUC Validation: 0.763, Explained Variance Score Validation: 0.300 AUC Test: 0.774, Explained Variance Score Test: 0.321 Bootstrap CV 85, alpha = (3000, 2, 1), R^2 train: 0.902, R^2 test: 0.173 Bootstrap CV 85, alpha = (3000, 2, 2), R^2 train: 0.876, R^2 test: 0.173 Bootstrap CV 85, alpha = (3000, 2, 5), R^2 train: 0.753, R^2 test: 0.192 Bootstrap CV 85, alpha = (3000, 2, 7), R^2 train: 0.680, R^2 test: 0.196 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.996, Explained Variance Score Train: 0.902 AUC Validation: 0.720, Explained Variance Score Validation: 0.181 AUC Test: 0.796, Explained Variance Score Test: 0.298 Running batch 7 of 7 with 4 nodes Bootstrap CV 97, alpha = (3000, 2, 1), R^2 train: 0.909, R^2 test: 0.114 Bootstrap CV 97, alpha = (3000, 2, 2), R^2 train: 0.848, R^2 test: 0.171 Bootstrap CV 97, alpha = (3000, 2, 5), R^2 train: 0.679, R^2 test: 0.226 Bootstrap CV 97, alpha = (3000, 2, 7), R^2 train: 0.604, R^2 test: 0.215 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.939, Explained Variance Score Train: 0.604 AUC Validation: 0.780, Explained Variance Score Validation: 0.298 AUC Test: 0.825, Explained Variance Score Test: 0.340 Bootstrap CV 96, alpha = (3000, 2, 1), R^2 train: 0.911, R^2 test: 0.065 Bootstrap CV 96, alpha = (3000, 2, 2), R^2 train: 0.880, R^2 test: 0.054 Bootstrap CV 96, alpha = (3000, 2, 5), R^2 train: 0.772, R^2 test: 0.078 Bootstrap CV 96, alpha = (3000, 2, 7), R^2 train: 0.704, R^2 test: 0.104 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.978, Explained Variance Score Train: 0.880 AUC Validation: 0.726, Explained Variance Score Validation: 0.054 AUC Test: 0.814, Explained Variance Score Test: 0.343 Bootstrap CV 99, alpha = (3000, 2, 1), R^2 train: 0.879, R^2 test: 0.273 Bootstrap CV 99, alpha = (3000, 2, 2), R^2 train: 0.801, R^2 test: 0.299 Bootstrap CV 99, alpha = (3000, 2, 5), R^2 train: 0.627, R^2 test: 0.246 Bootstrap CV 99, alpha = (3000, 2, 7), R^2 train: 0.542, R^2 test: 0.237 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.918, Explained Variance Score Train: 0.542 AUC Validation: 0.764, Explained Variance Score Validation: 0.244 AUC Test: 0.810, Explained Variance Score Test: 0.281 Bootstrap CV 98, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.251 Bootstrap CV 98, alpha = (3000, 2, 2), R^2 train: 0.845, R^2 test: 0.240 Bootstrap CV 98, alpha = (3000, 2, 5), R^2 train: 0.705, R^2 test: 0.259 Bootstrap CV 98, alpha = (3000, 2, 7), R^2 train: 0.634, R^2 test: 0.258 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.986, Explained Variance Score Train: 0.845 AUC Validation: 0.782, Explained Variance Score Validation: 0.241 AUC Test: 0.757, Explained Variance Score Test: 0.287 total Variables 2026 and total subjects: 1698 ->AUC validation: 0.765 95% CI: [0.752 , 0.778] ->AUC test: 0.796 95% CI: [0.793 , 0.798] ->R^2 validation: 0.249 95% CI: [0.226 , 0.272] ->R^2 test: 0.318 95% CI: [0.312 , 0.324] ->Explained Variance validation: 0.237 95% CI: [0.214 , 0.261] ->Explained Variance test: 0.313 95% CI: [0.307 , 0.320] Test set metrics: @threshold:2.216, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:1.216, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:1.114, sens:0.018, spec:0.996, ppv:0.500, acc:0.838, f1:0.035, mcc:0.077, total+:2, total-:337 @threshold:1.084, sens:0.036, spec:0.993, ppv:0.500, acc:0.838, f1:0.068, mcc:0.055, total+:4, total-:335 @threshold:0.922, sens:0.127, spec:0.989, ppv:0.700, acc:0.850, f1:0.215, mcc:0.092, total+:10, total-:329 @threshold:0.874, sens:0.145, spec:0.982, ppv:0.615, acc:0.847, f1:0.235, mcc:0.054, total+:13, total-:326 @threshold:0.839, sens:0.164, spec:0.979, ppv:0.600, acc:0.847, f1:0.257, mcc:0.046, total+:15, total-:324 @threshold:0.824, sens:0.182, spec:0.979, ppv:0.625, acc:0.850, f1:0.282, mcc:0.051, total+:16, total-:323 @threshold:0.816, sens:0.182, spec:0.975, ppv:0.588, acc:0.847, f1:0.278, mcc:0.041, total+:17, total-:322 @threshold:0.797, sens:0.200, spec:0.972, ppv:0.579, acc:0.847, f1:0.297, mcc:0.038, total+:19, total-:320 @threshold:0.794, sens:0.218, spec:0.968, ppv:0.571, acc:0.847, f1:0.316, mcc:0.035, total+:21, total-:318 @threshold:0.791, sens:0.236, spec:0.968, ppv:0.591, acc:0.850, f1:0.338, mcc:0.037, total+:22, total-:317 @threshold:0.787, sens:0.255, spec:0.965, ppv:0.583, acc:0.850, f1:0.354, mcc:0.034, total+:24, total-:315 @threshold:0.753, sens:0.273, spec:0.954, ppv:0.536, acc:0.844, f1:0.361, mcc:0.026, total+:28, total-:311 @threshold:0.746, sens:0.273, spec:0.951, ppv:0.517, acc:0.841, f1:0.357, mcc:0.023, total+:29, total-:310 @threshold:0.694, sens:0.291, spec:0.933, ppv:0.457, acc:0.829, f1:0.356, mcc:0.016, total+:35, total-:304 @threshold:0.689, sens:0.291, spec:0.930, ppv:0.444, acc:0.826, f1:0.352, mcc:0.015, total+:36, total-:303 @threshold:0.684, sens:0.309, spec:0.930, ppv:0.459, acc:0.829, f1:0.370, mcc:0.016, total+:37, total-:302 @threshold:0.679, sens:0.309, spec:0.926, ppv:0.447, acc:0.826, f1:0.366, mcc:0.015, total+:38, total-:301 @threshold:0.676, sens:0.327, spec:0.923, ppv:0.450, acc:0.826, f1:0.379, mcc:0.014, total+:40, total-:299 @threshold:0.676, sens:0.327, spec:0.919, ppv:0.439, acc:0.823, f1:0.375, mcc:0.013, total+:41, total-:298 @threshold:0.659, sens:0.345, spec:0.915, ppv:0.442, acc:0.823, f1:0.388, mcc:0.013, total+:43, total-:296 @threshold:0.657, sens:0.345, spec:0.912, ppv:0.432, acc:0.820, f1:0.384, mcc:0.013, total+:44, total-:295 @threshold:0.652, sens:0.364, spec:0.908, ppv:0.435, acc:0.820, f1:0.396, mcc:0.013, total+:46, total-:293 @threshold:0.633, sens:0.436, spec:0.905, ppv:0.471, acc:0.829, f1:0.453, mcc:0.015, total+:51, total-:288 @threshold:0.630, sens:0.455, spec:0.905, ppv:0.481, acc:0.832, f1:0.467, mcc:0.015, total+:52, total-:287 @threshold:0.629, sens:0.455, spec:0.901, ppv:0.472, acc:0.829, f1:0.463, mcc:0.014, total+:53, total-:286 @threshold:0.621, sens:0.473, spec:0.901, ppv:0.481, acc:0.832, f1:0.477, mcc:0.015, total+:54, total-:285 @threshold:0.590, sens:0.491, spec:0.898, ppv:0.482, acc:0.832, f1:0.486, mcc:0.015, total+:56, total-:283 @threshold:0.590, sens:0.509, spec:0.898, ppv:0.491, acc:0.835, f1:0.500, mcc:0.015, total+:57, total-:282 @threshold:0.586, sens:0.509, spec:0.894, ppv:0.483, acc:0.832, f1:0.496, mcc:0.015, total+:58, total-:281 @threshold:0.561, sens:0.527, spec:0.891, ppv:0.483, acc:0.832, f1:0.504, mcc:0.014, total+:60, total-:279 @threshold:0.551, sens:0.545, spec:0.887, ppv:0.484, acc:0.832, f1:0.513, mcc:0.014, total+:62, total-:277 @threshold:0.540, sens:0.564, spec:0.884, ppv:0.484, acc:0.832, f1:0.521, mcc:0.014, total+:64, total-:275 @threshold:0.539, sens:0.564, spec:0.880, ppv:0.477, acc:0.829, f1:0.517, mcc:0.014, total+:65, total-:274 @threshold:0.513, sens:0.582, spec:0.877, ppv:0.478, acc:0.829, f1:0.525, mcc:0.014, total+:67, total-:272 @threshold:0.503, sens:0.582, spec:0.873, ppv:0.471, acc:0.826, f1:0.520, mcc:0.013, total+:68, total-:271 @threshold:0.486, sens:0.600, spec:0.859, ppv:0.452, acc:0.817, f1:0.516, mcc:0.012, total+:73, total-:266 @threshold:0.484, sens:0.600, spec:0.856, ppv:0.446, acc:0.814, f1:0.512, mcc:0.011, total+:74, total-:265 @threshold:0.472, sens:0.618, spec:0.852, ppv:0.447, acc:0.814, f1:0.519, mcc:0.011, total+:76, total-:263 @threshold:0.467, sens:0.618, spec:0.849, ppv:0.442, acc:0.811, f1:0.515, mcc:0.011, total+:77, total-:262 @threshold:0.408, sens:0.636, spec:0.803, ppv:0.385, acc:0.776, f1:0.479, mcc:0.008, total+:91, total-:248 @threshold:0.408, sens:0.636, spec:0.799, ppv:0.380, acc:0.773, f1:0.476, mcc:0.007, total+:92, total-:247 @threshold:0.393, sens:0.655, spec:0.792, ppv:0.379, acc:0.770, f1:0.480, mcc:0.007, total+:95, total-:244 @threshold:0.392, sens:0.655, spec:0.789, ppv:0.375, acc:0.767, f1:0.477, mcc:0.007, total+:96, total-:243 @threshold:0.377, sens:0.673, spec:0.785, ppv:0.378, acc:0.767, f1:0.484, mcc:0.007, total+:98, total-:241 @threshold:0.375, sens:0.673, spec:0.782, ppv:0.374, acc:0.764, f1:0.481, mcc:0.007, total+:99, total-:240 @threshold:0.370, sens:0.691, spec:0.782, ppv:0.380, acc:0.767, f1:0.490, mcc:0.007, total+:100, total-:239 @threshold:0.369, sens:0.691, spec:0.778, ppv:0.376, acc:0.764, f1:0.487, mcc:0.007, total+:101, total-:238 @threshold:0.300, sens:0.709, spec:0.739, ppv:0.345, acc:0.735, f1:0.464, mcc:0.006, total+:113, total-:226 @threshold:0.290, sens:0.709, spec:0.736, ppv:0.342, acc:0.732, f1:0.462, mcc:0.006, total+:114, total-:225 @threshold:0.249, sens:0.727, spec:0.722, ppv:0.336, acc:0.723, f1:0.460, mcc:0.005, total+:119, total-:220 @threshold:0.243, sens:0.727, spec:0.718, ppv:0.333, acc:0.720, f1:0.457, mcc:0.005, total+:120, total-:219 @threshold:0.211, sens:0.745, spec:0.697, ppv:0.323, acc:0.705, f1:0.451, mcc:0.005, total+:127, total-:212 @threshold:0.195, sens:0.745, spec:0.694, ppv:0.320, acc:0.702, f1:0.448, mcc:0.005, total+:128, total-:211 @threshold:0.171, sens:0.764, spec:0.676, ppv:0.313, acc:0.690, f1:0.444, mcc:0.005, total+:134, total-:205 @threshold:0.165, sens:0.782, spec:0.673, ppv:0.316, acc:0.690, f1:0.450, mcc:0.005, total+:136, total-:203 @threshold:0.116, sens:0.800, spec:0.634, ppv:0.297, acc:0.661, f1:0.433, mcc:0.004, total+:148, total-:191 @threshold:0.115, sens:0.800, spec:0.630, ppv:0.295, acc:0.658, f1:0.431, mcc:0.004, total+:149, total-:190 @threshold:0.058, sens:0.818, spec:0.595, ppv:0.281, acc:0.631, f1:0.419, mcc:0.004, total+:160, total-:179 @threshold:0.052, sens:0.818, spec:0.592, ppv:0.280, acc:0.628, f1:0.417, mcc:0.003, total+:161, total-:178 @threshold:0.033, sens:0.836, spec:0.581, ppv:0.279, acc:0.622, f1:0.418, mcc:0.003, total+:165, total-:174 @threshold:0.028, sens:0.836, spec:0.577, ppv:0.277, acc:0.619, f1:0.416, mcc:0.003, total+:166, total-:173 @threshold:0.025, sens:0.855, spec:0.577, ppv:0.281, acc:0.622, f1:0.423, mcc:0.004, total+:167, total-:172 @threshold:0.024, sens:0.855, spec:0.574, ppv:0.280, acc:0.619, f1:0.422, mcc:0.004, total+:168, total-:171 @threshold:-0.043, sens:0.873, spec:0.511, ppv:0.257, acc:0.569, f1:0.397, mcc:0.003, total+:187, total-:152 @threshold:-0.045, sens:0.873, spec:0.507, ppv:0.255, acc:0.566, f1:0.395, mcc:0.003, total+:188, total-:151 @threshold:-0.051, sens:0.891, spec:0.504, ppv:0.258, acc:0.566, f1:0.400, mcc:0.003, total+:190, total-:149 @threshold:-0.054, sens:0.891, spec:0.500, ppv:0.257, acc:0.563, f1:0.398, mcc:0.003, total+:191, total-:148 @threshold:-0.085, sens:0.909, spec:0.468, ppv:0.249, acc:0.540, f1:0.391, mcc:0.003, total+:201, total-:138 @threshold:-0.086, sens:0.909, spec:0.465, ppv:0.248, acc:0.537, f1:0.389, mcc:0.003, total+:202, total-:137 @threshold:-0.122, sens:0.927, spec:0.440, ppv:0.243, acc:0.519, f1:0.385, mcc:0.003, total+:210, total-:129 @threshold:-0.124, sens:0.927, spec:0.437, ppv:0.242, acc:0.516, f1:0.383, mcc:0.003, total+:211, total-:128 @threshold:-0.171, sens:0.945, spec:0.391, ppv:0.231, acc:0.481, f1:0.371, mcc:0.002, total+:225, total-:114 @threshold:-0.185, sens:0.945, spec:0.387, ppv:0.230, acc:0.478, f1:0.370, mcc:0.002, total+:226, total-:113 @threshold:-0.301, sens:0.964, spec:0.250, ppv:0.199, acc:0.366, f1:0.330, mcc:0.002, total+:266, total-:73 @threshold:-0.302, sens:0.964, spec:0.246, ppv:0.199, acc:0.363, f1:0.329, mcc:0.002, total+:267, total-:72 @threshold:-0.356, sens:0.982, spec:0.201, ppv:0.192, acc:0.327, f1:0.321, mcc:0.002, total+:281, total-:58 @threshold:-0.361, sens:0.982, spec:0.197, ppv:0.191, acc:0.324, f1:0.320, mcc:0.002, total+:282, total-:57 @threshold:-0.767, sens:1.000, spec:0.004, ppv:0.163, acc:0.165, f1:0.280, mcc:0.001, total+:338, total-:1 * Vital: BMI-latest | coef 0.095 95% CI: [0.082 , 0.108] | OR_adj 1.100 [1.086 1.114] | occ: 1621 | OR_unadj: 4.766 [3.528 6.438] | indivs AUC:0.795 Correlated most with: Diagnosis:9ccs221:Resp distres:-0.116 Diagnosis:9ccs58:Ot nutrit dx:0.077 Diagnosis:9ccs259:Unclassified:-0.071 Diagnosis:9ccs126:Ot up rsp in:0.070 Diagnosis:9ccs48:Thyroid dsor:-0.064 Diagnosis:9ccs74:Ot mentl cnd:0.058 Diagnosis:9ccs247:Lymph enlarg:0.057 Diagnosis:9ccs253:Allergy:0.053 Diagnosis:9ccs233:Intracrn inj:0.053 Newborn Diagnosis:9ccs59:Anemia:-0.049 * Vital: BMI-avg19to24 | coef 0.039 95% CI: [0.032 , 0.046] | OR_adj 1.040 [1.032 1.047] | occ: 1354 | OR_unadj: 4.046 [3.062 5.347] | indivs AUC:0.772 Correlated most with: Diagnosis:9ccs259:Unclassified:-0.086 Diagnosis:9ccs48:Thyroid dsor:-0.079 Diagnosis:9ccs133:Oth low resp:-0.064 Diagnosis:9ccs233:Intracrn inj:0.059 Newborn Diagnosis:9ccs59:Anemia:-0.059 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.059 Diagnosis:9ccs198:Ot infl skin:-0.057 Diagnosis:9ccs10:Immuniz/scrn:-0.054 Diagnosis:9ccs221:Resp distres:-0.052 Diagnosis:9ccs167:Breast dx:-0.050 * Vital: Wt for Length ZScore-latest | coef 0.036 95% CI: [0.031 , 0.040] | OR_adj 1.036 [1.031 1.041] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.783 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.093 Diagnosis:9ccs48:Thyroid dsor:-0.071 Number of Visits:0.070 Diagnosis:9ccs259:Unclassified:-0.067 Newborn Diagnosis:9ccs59:Anemia:-0.061 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.061 Diagnosis:9ccs74:Ot mentl cnd:0.060 Diagnosis:9ccs94:Other ear dx:0.055 Diagnosis:9ccs61:Sickle cell:-0.053 Diagnosis:9ccs58:Ot nutrit dx:0.053 * Vital: Wt for Length ZScore-gain0to24 | coef 0.035 95% CI: [0.031 , 0.040] | OR_adj 1.036 [1.031 1.041] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.783 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.093 Diagnosis:9ccs48:Thyroid dsor:-0.071 Number of Visits:0.070 Diagnosis:9ccs259:Unclassified:-0.067 Newborn Diagnosis:9ccs59:Anemia:-0.061 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.061 Diagnosis:9ccs74:Ot mentl cnd:0.060 Diagnosis:9ccs94:Other ear dx:0.055 Diagnosis:9ccs61:Sickle cell:-0.053 Diagnosis:9ccs58:Ot nutrit dx:0.053 * Vital: BMI-avg16to19 | coef 0.027 95% CI: [0.021 , 0.034] | OR_adj 1.028 [1.021 1.035] | occ: 1269 | OR_unadj: 3.131 [2.385 4.111] | indivs AUC:0.792 Correlated most with: Diagnosis:9ccs133:Oth low resp:-0.070 Diagnosis:9ccs48:Thyroid dsor:-0.069 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.067 Diagnosis:9ccs92:Otitis media:0.062 Diagnosis:9ccs234:Crush injury:0.059 Diagnosis:9ccs256:Exam/eval:-0.058 Diagnosis:9ccs230:Fx leg:-0.054 Diagnosis:9ccs87:Retinal dx:-0.054 Lab:294147 FREE T4 - LMC:0.053 Newborn Diagnosis:9ccs214:GI cong anom:0.052 * Vital: Wt for Length ZScore-avg19to24 | coef 0.026 95% CI: [0.021 , 0.032] | OR_adj 1.027 [1.021 1.033] | occ: 1347 | OR_unadj: 3.737 [2.826 4.943] | indivs AUC:0.763 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.091 Diagnosis:9ccs259:Unclassified:-0.086 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.079 Newborn Diagnosis:9ccs59:Anemia:-0.079 Diagnosis:9ccs221:Resp distres:-0.071 Lab:296169 RETICULOCYTE COUNT- LMC:0.056 Diagnosis:9ccs10:Immuniz/scrn:-0.052 Diagnosis:9ccs143:Abdom hernia:0.051 Diagnosis:9ccs133:Oth low resp:-0.051 Diagnosis:9ccs198:Ot infl skin:-0.047 * Vital: BMI-gain0to24 | coef 0.024 95% CI: [0.018 , 0.029] | OR_adj 1.024 [1.019 1.029] | occ: 1338 | OR_unadj: 3.923 [2.973 5.177] | indivs AUC:0.778 Correlated most with: Diagnosis:9ccs259:Unclassified:-0.084 Diagnosis:9ccs48:Thyroid dsor:-0.079 Diagnosis:9ccs133:Oth low resp:-0.066 Diagnosis:9ccs233:Intracrn inj:0.060 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.059 Newborn Diagnosis:9ccs59:Anemia:-0.059 Diagnosis:9ccs198:Ot infl skin:-0.059 Diagnosis:9ccs61:Sickle cell:-0.052 Diagnosis:9ccs221:Resp distres:-0.052 Diagnosis:9ccs0:No DX:-0.051 * Vital: Wt-avg16to19 | coef 0.022 95% CI: [0.015 , 0.028] | OR_adj 1.022 [1.015 1.029] | occ: 1298 | OR_unadj: 3.060 [2.331 4.017] | indivs AUC:0.736 Correlated most with: Diagnosis:9ccs87:Retinal dx:-0.073 Diagnosis:9ccs48:Thyroid dsor:-0.070 Diagnosis:9ccs128:Asthma:0.064 Lab:297262 HEMOGLOBIN (HEMOCUE):0.064 Diagnosis:9ccs215:gu cong anom:0.061 Newborn Diagnosis:9ccs219:Low birth wt:-0.060 Newborn Diagnosis:9ccs214:GI cong anom:0.059 Diagnosis:9ccs238:Complic proc:-0.059 Diagnosis:9ccs205:Back problem:-0.059 Diagnosis:9ccs217:Ot cong anom:-0.058 * Vital: BMI-avg13to16 | coef 0.021 95% CI: [0.016 , 0.026] | OR_adj 1.021 [1.016 1.026] | occ: 1286 | OR_unadj: 3.814 [2.889 5.036] | indivs AUC:0.725 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.085 Diagnosis:9ccs5:HIV infectn:0.074 Diagnosis:9ccs153:GI hemorrhag:-0.068 Diagnosis:9ccs242:Poisn ot med:0.067 Diagnosis:9ccs118:Phlebitis:0.066 Newborn Diagnosis:9ccs59:Anemia:-0.065 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.065 Diagnosis:9ccs171:Menstrual dx:-0.065 Diagnosis:9ccs210:SLE:0.063 Diagnosis:9ccs48:Thyroid dsor:-0.063 * Vital: Wt for Length ZScore-avg13to16 | coef 0.019 95% CI: [0.014 , 0.024] | OR_adj 1.020 [1.015 1.025] | occ: 1287 | OR_unadj: 3.550 [2.689 4.687] | indivs AUC:0.715 Correlated most with: Newborn Diagnosis:9ccs59:Anemia:-0.080 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.080 Diagnosis:9ccs125:Bronchitis:0.076 Diagnosis:9ccs48:Thyroid dsor:-0.070 Diagnosis:9ccs171:Menstrual dx:-0.066 Diagnosis:9ccs242:Poisn ot med:0.065 Diagnosis:9ccs87:Retinal dx:-0.062 Diagnosis:9ccs10:Immuniz/scrn:-0.061 Diagnosis:9ccs5:HIV infectn:0.060 Diagnosis:9ccs118:Phlebitis:0.058 * Vital: Wt for Length ZScore-avg16to19 | coef 0.019 95% CI: [0.015 , 0.022] | OR_adj 1.019 [1.015 1.023] | occ: 1267 | OR_unadj: 3.111 [2.368 4.088] | indivs AUC:0.781 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.074 Diagnosis:9ccs87:Retinal dx:-0.073 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.065 Diagnosis:9ccs230:Fx leg:-0.065 Diagnosis:9ccs92:Otitis media:0.065 Diagnosis:9ccs234:Crush injury:0.059 Diagnosis:9ccs217:Ot cong anom:-0.059 Diagnosis:9ccs232:Sprain:-0.057 Lab:294147 FREE T4 - LMC:0.054 Diagnosis:9ccs96:Hrt valve dx:-0.054 * Vital: Wt-latest | coef 0.018 95% CI: [0.015 , 0.022] | OR_adj 1.018 [1.015 1.022] | occ: 1626 | OR_unadj: 3.500 [2.571 4.766] | indivs AUC:0.761 Correlated most with: Number of Visits:0.377 Diagnosis:9ccs126:Ot up rsp in:0.281 Diagnosis:9ccs10:Immuniz/scrn:0.260 Diagnosis:9ccs92:Otitis media:0.212 Diagnosis:9ccs7:Viral infect:0.178 Diagnosis:9ccs257:Ot aftercare:0.155 Diagnosis:9ccs135:Intest infct:0.138 Diagnosis:9ccs90:Eye infectn:0.129 Diagnosis:9ccs125:Bronchitis:0.109 Diagnosis:9ccs74:Ot mentl cnd:0.105 * Vital: Wt-avg13to16 | coef 0.018 95% CI: [0.012 , 0.024] | OR_adj 1.018 [1.012 1.024] | occ: 1308 | OR_unadj: 3.224 [2.452 4.240] | indivs AUC:0.703 Correlated most with: Diagnosis:9ccs242:Poisn ot med:0.085 Diagnosis:9ccs87:Retinal dx:-0.072 Newborn Diagnosis:9ccs214:GI cong anom:0.070 Diagnosis:9ccs48:Thyroid dsor:-0.067 Newborn Diagnosis:9ccs219:Low birth wt:-0.065 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.064 Newborn Diagnosis:9ccs59:Anemia:-0.064 Diagnosis:9ccs124:Tonsillitis:0.062 Newborn Diagnosis:9ccs133:Oth low resp:0.057 Lab:297262 HEMOGLOBIN (HEMOCUE):0.056 MatDeliveryAge | coef 0.017 95% CI: [0.015 , 0.018] | OR_adj 1.017 [1.015 1.018] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.518 Correlated most with: MatDeliveryAge:1.000 Newborn Diagnosis:9ccs259:Unclassified:0.105 Number of Visits:0.088 Diagnosis:9ccs136:Teeth dx:0.080 Diagnosis:9ccs87:Retinal dx:0.071 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.069 Diagnosis:9ccs95:Oth nerv dx:0.061 Diagnosis:9ccs10:Immuniz/scrn:0.061 Diagnosis:9ccs126:Ot up rsp in:0.059 Diagnosis:9ccs254:Rehab:0.059 * Number of Visits | coef 0.016 95% CI: [0.012 , 0.019] | OR_adj 1.016 [1.012 1.019] | occ: 1645 | OR_unadj: 0.708 [0.535 0.936] | indivs AUC:0.478 Correlated most with: Number of Visits:1.000 Diagnosis:9ccs126:Ot up rsp in:0.430 Diagnosis:9ccs92:Otitis media:0.408 Diagnosis:9ccs7:Viral infect:0.408 Diagnosis:9ccs133:Oth low resp:0.337 Diagnosis:9ccs257:Ot aftercare:0.325 Diagnosis:9ccs135:Intest infct:0.310 Diagnosis:9ccs155:Other GI dx:0.304 Diagnosis:9ccs90:Eye infectn:0.286 Diagnosis:9ccs10:Immuniz/scrn:0.277 * Vital: Wt for Len Percentile-avg19to24 | coef 0.014 95% CI: [0.011 , 0.017] | OR_adj 1.014 [1.011 1.017] | occ: 1351 | OR_unadj: 3.535 [2.668 4.684] | indivs AUC:0.770 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.098 Diagnosis:9ccs259:Unclassified:-0.086 Newborn Diagnosis:9ccs59:Anemia:-0.061 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.061 Diagnosis:9ccs143:Abdom hernia:0.058 Diagnosis:9ccs188:Pelvic obstr:-0.057 Diagnosis:9ccs167:Breast dx:-0.055 Diagnosis:9ccs171:Menstrual dx:-0.048 Diagnosis:9ccs74:Ot mentl cnd:0.048 Diagnosis:9ccs61:Sickle cell:-0.048 * Vital: Wt for Len Percentile-avg16to19 | coef 0.013 95% CI: [0.010 , 0.017] | OR_adj 1.013 [1.010 1.017] | occ: 1269 | OR_unadj: 2.937 [2.233 3.864] | indivs AUC:0.772 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.073 Diagnosis:9ccs234:Crush injury:0.072 Diagnosis:9ccs92:Otitis media:0.068 Diagnosis:9ccs87:Retinal dx:-0.061 Diagnosis:9ccs230:Fx leg:-0.059 Diagnosis:9ccs96:Hrt valve dx:-0.057 Lab:294147 FREE T4 - LMC:0.057 Diagnosis:9ccs232:Sprain:-0.057 MatDeliveryAge:-0.056 Lab:294205 TSH REFLEX TO FT4 - LMC:0.054 * Vital: Wt-avg19to24 | coef 0.011 95% CI: [0.008 , 0.015] | OR_adj 1.011 [1.008 1.015] | occ: 1372 | OR_unadj: 3.824 [2.897 5.047] | indivs AUC:0.770 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.075 Lab:297262 HEMOGLOBIN (HEMOCUE):0.066 Lab:294495 LEAD, BLOOD - LMC:0.057 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.051 Diagnosis:9ccs5:HIV infectn:0.051 Newborn Diagnosis:9ccs5:HIV infectn:-0.051 Diagnosis:9ccs128:Asthma:0.048 Newborn Diagnosis:9ccs214:GI cong anom:0.047 Diagnosis:9ccs124:Tonsillitis:0.047 Newborn Diagnosis:9ccs59:Anemia:-0.047 * Vital: Wt for Len Percentile-latest | coef 0.011 95% CI: [0.009 , 0.013] | OR_adj 1.011 [1.009 1.013] | occ: 1535 | OR_unadj: 4.512 [3.322 6.127] | indivs AUC:0.778 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.082 Diagnosis:9ccs259:Unclassified:-0.073 Diagnosis:9ccs74:Ot mentl cnd:0.061 Diagnosis:9ccs143:Abdom hernia:0.056 Diagnosis:9ccs188:Pelvic obstr:-0.055 Diagnosis:9ccs167:Breast dx:-0.054 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.053 Newborn Diagnosis:9ccs59:Anemia:-0.053 Diagnosis:9ccs171:Menstrual dx:-0.052 Diagnosis:9ccs208:Acq foot def:0.051 * Vital: Wt for Len Percentile-avg13to16 | coef 0.011 95% CI: [0.008 , 0.013] | OR_adj 1.011 [1.008 1.013] | occ: 1286 | OR_unadj: 3.426 [2.597 4.520] | indivs AUC:0.718 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.082 Diagnosis:9ccs48:Thyroid dsor:-0.071 Diagnosis:9ccs171:Menstrual dx:-0.064 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.058 Newborn Diagnosis:9ccs59:Anemia:-0.058 Diagnosis:9ccs58:Ot nutrit dx:-0.058 Diagnosis:9ccs87:Retinal dx:-0.055 Diagnosis:9ccs10:Immuniz/scrn:-0.055 Diagnosis:9ccs143:Abdom hernia:0.054 Diagnosis:9ccs92:Otitis media:0.054 * Vital: Wt for Len Percentile-gain0to24 | coef 0.010 95% CI: [0.007 , 0.014] | OR_adj 1.010 [1.007 1.014] | occ: 1335 | OR_unadj: 3.367 [2.548 4.450] | indivs AUC:0.775 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.098 Diagnosis:9ccs259:Unclassified:-0.084 Newborn Diagnosis:9ccs59:Anemia:-0.061 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.061 Diagnosis:9ccs188:Pelvic obstr:-0.057 Diagnosis:9ccs167:Breast dx:-0.057 Diagnosis:9ccs143:Abdom hernia:0.052 Diagnosis:9ccs198:Ot infl skin:-0.048 Diagnosis:9ccs171:Menstrual dx:-0.048 Diagnosis:9ccs61:Sickle cell:-0.048 * Vital: Wt for Length Zscore-avg10to13 | coef 0.009 95% CI: [0.007 , 0.011] | OR_adj 1.009 [1.007 1.011] | occ: 1381 | OR_unadj: 2.955 [2.245 3.890] | indivs AUC:0.694 Correlated most with: Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.085 Newborn Diagnosis:9ccs59:Anemia:-0.085 Newborn Diagnosis:9ccs223:Birth trauma:0.073 Diagnosis:9ccs219:Low birth wt:-0.070 Diagnosis:9ccs10:Immuniz/scrn:-0.067 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.066 Diagnosis:9ccs48:Thyroid dsor:-0.066 Newborn Diagnosis:9ccs214:GI cong anom:0.064 Lab:294199 BILIRUBIN SCAN - LMC:-0.064 Diagnosis:9ccs242:Poisn ot med:0.062 * Vital: Wt-gain0to24 | coef 0.008 95% CI: [0.007 , 0.010] | OR_adj 1.009 [1.007 1.011] | occ: 1357 | OR_unadj: 3.724 [2.823 4.912] | indivs AUC:0.775 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.076 Lab:297262 HEMOGLOBIN (HEMOCUE):0.067 Lab:294495 LEAD, BLOOD - LMC:0.058 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.051 Diagnosis:9ccs5:HIV infectn:0.051 Newborn Diagnosis:9ccs5:HIV infectn:-0.051 Newborn Diagnosis:9ccs214:GI cong anom:0.048 Newborn Diagnosis:9ccs59:Anemia:-0.047 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.047 Diagnosis:9ccs124:Tonsillitis:0.047 * Vital: Wt-gain16to24 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1425 | OR_unadj: 2.121 [1.581 2.845] | indivs AUC:0.582 Correlated most with: Newborn Diagnosis:9ccs133:Oth low resp:-0.076 Number of Visits:-0.074 Diagnosis:9ccs233:Intracrn inj:0.064 Diagnosis:9ccs138:Esophgeal dx:-0.058 Diagnosis:9ccs4:Mycoses:-0.056 Diagnosis:9ccs63:Wht blood dx:-0.055 Diagnosis:9ccs128:Asthma:-0.055 Diagnosis:9ccs61:Sickle cell:-0.051 Lab:292495 LEAD LEVEL - Sunrise:0.050 Newborn Diagnosis:9ccs256:Exam/eval:-0.047 * Vital: BMI-avg10to13 | coef 0.008 95% CI: [0.006 , 0.010] | OR_adj 1.008 [1.006 1.010] | occ: 1380 | OR_unadj: 2.656 [2.025 3.483] | indivs AUC:0.689 Correlated most with: Diagnosis:9ccs242:Poisn ot med:0.072 Newborn Diagnosis:9ccs223:Birth trauma:0.071 Newborn Diagnosis:9ccs59:Anemia:-0.068 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.068 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.067 Diagnosis:9ccs125:Bronchitis:0.064 Diagnosis:9ccs234:Crush injury:0.063 Newborn Diagnosis:9ccs214:GI cong anom:0.063 Diagnosis:9ccs48:Thyroid dsor:-0.061 Lab:294199 BILIRUBIN SCAN - LMC:-0.059 * Vital: Wt-avg10to13 | coef 0.008 95% CI: [0.006 , 0.009] | OR_adj 1.008 [1.006 1.009] | occ: 1399 | OR_unadj: 2.696 [2.056 3.535] | indivs AUC:0.688 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.094 Diagnosis:9ccs219:Low birth wt:-0.083 Diagnosis:9ccs87:Retinal dx:-0.075 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.075 Newborn Diagnosis:9ccs223:Birth trauma:0.074 Newborn Diagnosis:9ccs214:GI cong anom:0.074 Newborn Diagnosis:9ccs215:gu cong anom:0.070 Lab:297262 HEMOGLOBIN (HEMOCUE):0.070 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.067 Newborn Diagnosis:9ccs59:Anemia:-0.067 * Vital: BMI-gain16to24 | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 1447 | OR_unadj: 1.625 [1.206 2.189] | indivs AUC:0.498 Correlated most with: Number of Visits:-0.068 Diagnosis:9ccs233:Intracrn inj:0.064 Newborn Diagnosis:9ccs133:Oth low resp:-0.064 Diagnosis:9ccs4:Mycoses:-0.059 Diagnosis:9ccs61:Sickle cell:-0.057 Newborn Diagnosis:9ccs256:Exam/eval:-0.052 Diagnosis:9ccs138:Esophgeal dx:-0.052 Diagnosis:9ccs63:Wht blood dx:-0.049 Diagnosis:9ccs234:Crush injury:-0.047 Lab:292495 LEAD LEVEL - Sunrise:0.047 * Vital: BMI-avg3to5 | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 1296 | OR_unadj: 1.871 [1.431 2.447] | indivs AUC:0.611 Correlated most with: Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.080 Diagnosis:9ccs125:Bronchitis:0.071 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.071 Newborn Diagnosis:9ccs59:Anemia:-0.071 Newborn Diagnosis:9ccs219:Low birth wt:-0.070 Diagnosis:9ccs92:Otitis media:0.065 Diagnosis:9ccs238:Complic proc:-0.059 Diagnosis:9ccs171:Menstrual dx:-0.059 Diagnosis:9ccs72:Anxiety dx:-0.057 Newborn Diagnosis:9ccs214:GI cong anom:0.056 * Vital: Wt-avg7to10 | coef 0.006 95% CI: [0.004 , 0.009] | OR_adj 1.006 [1.004 1.009] | occ: 1355 | OR_unadj: 2.480 [1.894 3.248] | indivs AUC:0.633 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.112 Diagnosis:9ccs219:Low birth wt:-0.091 Diagnosis:9ccs87:Retinal dx:-0.085 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.084 Diagnosis:9ccs238:Complic proc:-0.079 Diagnosis:9ccs125:Bronchitis:0.075 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.069 Newborn Diagnosis:9ccs59:Anemia:-0.069 Newborn Diagnosis:9ccs214:GI cong anom:0.068 Lab:297262 HEMOGLOBIN (HEMOCUE):0.059 * Vital: BMI-avg7to10 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.009] | occ: 1333 | OR_unadj: 2.458 [1.877 3.218] | indivs AUC:0.623 Correlated most with: Diagnosis:9ccs120:Hemmorhoids:0.117 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.097 Newborn Diagnosis:9ccs59:Anemia:-0.067 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.067 Diagnosis:9ccs125:Bronchitis:0.064 Diagnosis:9ccs171:Menstrual dx:-0.063 Diagnosis:9ccs5:HIV infectn:0.060 Diagnosis:9ccs217:Ot cong anom:-0.059 Diagnosis:9ccs3:Oth bact inf:0.058 Diagnosis:9ccs48:Thyroid dsor:-0.057 * Vital: Wt for Length ZScore-avg1to3 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1348 | OR_unadj: 1.471 [1.126 1.921] | indivs AUC:0.589 Correlated most with: Diagnosis:9ccs259:Unclassified:-0.078 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.078 Newborn Diagnosis:9ccs59:Anemia:-0.078 Newborn Diagnosis:9ccs221:Resp distres:-0.066 Diagnosis:9ccs147:Anal/rectal:0.065 Lab:306025 PPD:0.065 Diagnosis:9ccs64:Ot hematl dx:-0.062 Diagnosis:9ccs125:Bronchitis:0.060 Diagnosis:9ccs238:Complic proc:-0.058 Diagnosis:9ccs217:Ot cong anom:-0.056 * Vital: Wt-gain7to13 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1465 | OR_unadj: 1.582 [1.200 2.085] | indivs AUC:0.584 Correlated most with: Diagnosis:9ccs5:HIV infectn:-0.077 Newborn Diagnosis:9ccs143:Abdom hernia:0.067 Diagnosis:9ccs10:Immuniz/scrn:-0.066 Diagnosis:9ccs16:Liver/ibd ca:0.066 Lab:292495 LEAD LEVEL - Sunrise:-0.061 Diagnosis:9ccs232:Sprain:-0.061 Diagnosis:9ccs52:Nutrit defic:-0.060 Diagnosis:9ccs153:GI hemorrhag:-0.058 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.055 Diagnosis:9ccs197:Skin infectn:-0.051 * Vital: Wt for Length ZScore-avg7to10 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1331 | OR_unadj: 2.704 [2.060 3.548] | indivs AUC:0.643 Correlated most with: Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.084 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.076 Newborn Diagnosis:9ccs59:Anemia:-0.076 Diagnosis:9ccs125:Bronchitis:0.072 Diagnosis:9ccs171:Menstrual dx:-0.071 Diagnosis:9ccs217:Ot cong anom:-0.067 Diagnosis:9ccs48:Thyroid dsor:-0.060 Diagnosis:9ccs132:Lung externl:-0.059 Diagnosis:9ccs232:Sprain:-0.057 Diagnosis:9ccs87:Retinal dx:-0.057 Vital: Ht-gain16to24 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1417 | OR_unadj: 1.402 [0.978 2.008] | indivs AUC:0.553 Correlated most with: Diagnosis:9ccs4:Mycoses:-0.065 Newborn Diagnosis:9ccs133:Oth low resp:-0.063 Number of Visits:-0.061 Diagnosis:9ccs138:Esophgeal dx:-0.058 Diagnosis:9ccs233:Intracrn inj:0.052 Newborn Diagnosis:9ccs256:Exam/eval:-0.052 Diagnosis:9ccs61:Sickle cell:-0.052 Newborn Diagnosis:9ccs94:Other ear dx:0.050 Diagnosis:9ccs63:Wht blood dx:-0.048 Diagnosis:9ccs259:Unclassified:0.048 * Vital: BMI-gain7to13 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1475 | OR_unadj: 1.324 [1.001 1.752] | indivs AUC:0.542 Correlated most with: Diagnosis:9ccs5:HIV infectn:-0.075 Diagnosis:9ccs10:Immuniz/scrn:-0.068 Diagnosis:9ccs16:Liver/ibd ca:0.068 Newborn Diagnosis:9ccs143:Abdom hernia:0.064 Diagnosis:9ccs52:Nutrit defic:-0.060 Lab:292495 LEAD LEVEL - Sunrise:-0.059 Diagnosis:9ccs228:Fx skull fac:0.059 Diagnosis:9ccs2619:e codes: other specified- nec:0.059 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.056 Diagnosis:9ccs153:GI hemorrhag:-0.054 * Vital: Wt for Length ZScore-avg3to5 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1299 | OR_unadj: 1.902 [1.455 2.486] | indivs AUC:0.604 Correlated most with: Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.077 Newborn Diagnosis:9ccs59:Anemia:-0.077 Diagnosis:9ccs240:Burns:-0.068 Diagnosis:9ccs171:Menstrual dx:-0.064 Diagnosis:9ccs72:Anxiety dx:-0.062 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.060 Diagnosis:9ccs199:Ulcer skin:-0.053 Diagnosis:9ccs125:Bronchitis:0.053 Newborn Diagnosis:9ccs214:GI cong anom:0.052 Diagnosis:9ccs76:Meningitis:0.052 * Vital: Wt Percentile-latest | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1028 | OR_unadj: 2.134 [1.631 2.792] | indivs AUC:0.737 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.087 Newborn Diagnosis:9ccs5:HIV infectn:-0.079 Newborn Diagnosis:9ccs59:Anemia:-0.072 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.072 Diagnosis:9ccs236:Opn wnd extr:-0.071 Diagnosis:9ccs245:Syncope:-0.068 Diagnosis:9ccs16:Liver/ibd ca:-0.068 Diagnosis:9ccs89:Blindness:0.066 Diagnosis:9ccs199:Ulcer skin:-0.065 Newborn Diagnosis:9ccs200:Oth skin dx:-0.064 * Vital: BMI-avg1to3 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1340 | OR_unadj: 1.980 [1.513 2.590] | indivs AUC:0.662 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.109 Diagnosis:9ccs219:Low birth wt:-0.084 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.076 Diagnosis:9ccs125:Bronchitis:0.071 Diagnosis:9ccs147:Anal/rectal:0.070 Newborn Diagnosis:9ccs59:Anemia:-0.068 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.068 Newborn Diagnosis:9ccs256:Exam/eval:-0.065 Newborn Diagnosis:9ccs221:Resp distres:-0.059 Diagnosis:9ccs238:Complic proc:-0.057 Vital: Wt for Length ZScore-gain5to10 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1438 | OR_unadj: 1.002 [0.766 1.310] | indivs AUC:0.523 Correlated most with: Newborn Diagnosis:9ccs220:Birth asphyx:-0.070 Lab:294199 BILIRUBIN SCAN - LMC:-0.063 Lab:292495 LEAD LEVEL - Sunrise:-0.059 Newborn Diagnosis:9ccs219:Low birth wt:-0.059 Newborn Diagnosis:9ccs221:Resp distres:-0.058 Diagnosis:9ccs58:Ot nutrit dx:0.058 Diagnosis:9ccs236:Opn wnd extr:-0.055 Diagnosis:9ccs52:Nutrit defic:0.055 Diagnosis:9ccs145:Int obstruct:-0.054 Diagnosis:9ccs196:Nml preg/del:-0.054 Vital: Wt for Len Percentile-gain16to24 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1289 | OR_unadj: 0.818 [0.613 1.091] | indivs AUC:0.488 Correlated most with: Newborn Diagnosis:9ccs133:Oth low resp:-0.072 Diagnosis:9ccs61:Sickle cell:-0.068 Diagnosis:9ccs233:Intracrn inj:0.067 Diagnosis:9ccs234:Crush injury:-0.064 Number of Visits:-0.062 Diagnosis:9ccs4:Mycoses:-0.054 Lab:292495 LEAD LEVEL - Sunrise:0.050 Diagnosis:9ccs94:Other ear dx:-0.050 Newborn Diagnosis:9ccs94:Other ear dx:0.048 Diagnosis:9ccs138:Esophgeal dx:-0.046 * Vital: BMI-avg0to1 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1326 | OR_unadj: 1.323 [1.012 1.730] | indivs AUC:0.621 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.237 Diagnosis:9ccs219:Low birth wt:-0.162 Newborn Diagnosis:9ccs224:Ot perint dx:0.093 Newborn Diagnosis:9ccs221:Resp distres:-0.090 Newborn Diagnosis:9ccs253:Allergy:-0.090 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.087 Newborn Diagnosis:9ccs256:Exam/eval:-0.084 Diagnosis:9ccs222:Perint jaund:-0.063 Lab:296169 RETICULOCYTE COUNT- LMC:0.059 Diagnosis:9ccs74:Ot mentl cnd:-0.057 Vital: BMI-gain1to5 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1421 | OR_unadj: 1.007 [0.771 1.314] | indivs AUC:0.507 Correlated most with: Number of Visits:0.129 Diagnosis:9ccs126:Ot up rsp in:0.101 Diagnosis:9ccs239:Superfic inj:0.070 Diagnosis:9ccs135:Intest infct:0.068 Diagnosis:9ccs154:Gastroent:-0.068 Diagnosis:9ccs5:HIV infectn:-0.066 Diagnosis:9ccs217:Ot cong anom:0.065 Diagnosis:9ccs159:UTI:0.065 Diagnosis:9ccs233:Intracrn inj:-0.064 Diagnosis:9ccs225:Joint injury:0.062 * Vital: Wt-avg5to7 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1315 | OR_unadj: 2.102 [1.606 2.750] | indivs AUC:0.606 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.190 Diagnosis:9ccs238:Complic proc:-0.108 Newborn Diagnosis:9ccs221:Resp distres:-0.103 Diagnosis:9ccs219:Low birth wt:-0.091 Newborn Diagnosis:9ccs59:Anemia:-0.084 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.084 Diagnosis:9ccs87:Retinal dx:-0.083 Newborn Diagnosis:9ccs253:Allergy:-0.072 Newborn Diagnosis:9ccs200:Oth skin dx:-0.071 Diagnosis:9ccs138:Esophgeal dx:-0.069 Vital: Wt for Len Percentile-gain7to13 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1290 | OR_unadj: 0.991 [0.753 1.305] | indivs AUC:0.576 Correlated most with: Diagnosis:9ccs5:HIV infectn:-0.081 Diagnosis:9ccs16:Liver/ibd ca:0.069 Diagnosis:9ccs210:SLE:0.068 Diagnosis:9ccs10:Immuniz/scrn:-0.067 Newborn Diagnosis:9ccs143:Abdom hernia:0.063 Diagnosis:9ccs153:GI hemorrhag:-0.057 Lab:292208 CBC/DIFF/PLT - Sunrise:-0.055 Diagnosis:9ccs143:Abdom hernia:0.055 Lab:292495 LEAD LEVEL - Sunrise:-0.054 Newborn Diagnosis:9ccs216:Nerv cong an:0.053 Vital: Temp-avg7to10 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1351 | OR_unadj: 0.832 [0.534 1.296] | indivs AUC:0.478 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.195 Diagnosis:9ccs255:Social admin:-0.173 Diagnosis:9ccs7:Viral infect:-0.111 Number of Visits:-0.107 Diagnosis:9ccs126:Ot up rsp in:-0.105 Diagnosis:9ccs74:Ot mentl cnd:-0.095 Diagnosis:9ccs217:Ot cong anom:-0.094 Diagnosis:9ccs257:Ot aftercare:-0.090 Diagnosis:9ccs197:Skin infectn:-0.074 Diagnosis:9ccs58:Ot nutrit dx:-0.066 Vital: Temp-avg5to7 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1315 | OR_unadj: 1.008 [0.763 1.331] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs94:Other ear dx:0.078 Diagnosis:9ccs123:Influenza:0.061 Diagnosis:9ccs234:Crush injury:0.060 Diagnosis:9ccs90:Eye infectn:0.056 Diagnosis:9ccs134:Ot uppr resp:0.055 Number of Visits:0.054 Diagnosis:9ccs151:Oth liver dx:0.052 Diagnosis:9ccs219:Low birth wt:-0.052 Diagnosis:9ccs217:Ot cong anom:-0.050 Diagnosis:9ccs52:Nutrit defic:0.049 * Vital: BMI-gain0to3 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1391 | OR_unadj: 1.452 [1.110 1.899] | indivs AUC:0.557 Correlated most with: Number of Visits:0.140 Diagnosis:9ccs126:Ot up rsp in:0.116 Newborn Diagnosis:9ccs133:Oth low resp:0.090 Diagnosis:9ccs92:Otitis media:0.082 Diagnosis:9ccs16:Liver/ibd ca:0.079 Newborn Diagnosis:9ccs143:Abdom hernia:-0.077 Diagnosis:9ccs128:Asthma:0.069 Newborn Diagnosis:9ccs256:Exam/eval:0.068 Diagnosis:9ccs122:Pneumonia:0.068 Diagnosis:9ccs87:Retinal dx:0.065 Vital: Temp-avg19to24 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1373 | OR_unadj: 1.181 [0.894 1.561] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs133:Oth low resp:-0.092 Lab:294495 LEAD, BLOOD - LMC:0.081 Diagnosis:9ccs154:Gastroent:-0.068 Diagnosis:9ccs92:Otitis media:0.066 Diagnosis:9ccs10:Immuniz/scrn:-0.065 Diagnosis:9ccs238:Complic proc:0.065 Diagnosis:9ccs254:Rehab:0.062 Diagnosis:9ccs200:Oth skin dx:-0.060 Diagnosis:9ccs242:Poisn ot med:-0.055 Diagnosis:9ccs125:Bronchitis:0.055 Vital: Wt-gain10to16 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1422 | OR_unadj: 1.239 [0.917 1.676] | indivs AUC:0.579 Correlated most with: Diagnosis:9ccs5:HIV infectn:0.075 Diagnosis:9ccs52:Nutrit defic:0.064 Number of Visits:0.063 Diagnosis:9ccs96:Hrt valve dx:-0.063 Diagnosis:9ccs92:Otitis media:0.061 Newborn Diagnosis:9ccs215:gu cong anom:-0.061 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.058 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.058 Diagnosis:9ccs232:Sprain:0.054 Lab:295669 BILIRUBIN DIRECT - LMC:-0.052 Vital: Temp-latest | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.465 Correlated most with: Diagnosis:9ccs70:Schizo/rl dx:0.115 Lab:294495 LEAD, BLOOD - LMC:0.090 Diagnosis:9ccs154:Gastroent:-0.089 Lab:323700 CULTURE THROAT W SENS - Sunrise:0.065 Diagnosis:9ccs167:Breast dx:0.063 Diagnosis:9ccs92:Otitis media:0.056 Diagnosis:9ccs125:Bronchitis:0.054 Diagnosis:9ccs126:Ot up rsp in:0.052 Newborn Diagnosis:9ccs143:Abdom hernia:0.051 Diagnosis:9ccs254:Rehab:0.051 Vital: Wt for Length ZScore-gain16to24 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1432 | OR_unadj: 1.066 [0.815 1.393] | indivs AUC:0.594 Correlated most with: Diagnosis:9ccs233:Intracrn inj:-0.060 Diagnosis:9ccs94:Other ear dx:0.055 Diagnosis:9ccs154:Gastroent:0.055 Diagnosis:9ccs7:Viral infect:0.054 Diagnosis:9ccs153:GI hemorrhag:0.054 Diagnosis:9ccs224:Ot perint dx:0.053 Newborn Diagnosis:9ccs143:Abdom hernia:-0.052 Diagnosis:9ccs141:Ot dx stomch:0.051 Newborn Diagnosis:9ccs223:Birth trauma:0.048 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.047 Vital: HC-latest | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.592 Correlated most with: Number of Visits:0.302 Diagnosis:9ccs126:Ot up rsp in:0.252 Diagnosis:9ccs10:Immuniz/scrn:0.246 Diagnosis:9ccs92:Otitis media:0.214 Diagnosis:9ccs257:Ot aftercare:0.211 Diagnosis:9ccs7:Viral infect:0.160 Diagnosis:9ccs125:Bronchitis:0.152 Diagnosis:9ccs135:Intest infct:0.150 Diagnosis:9ccs90:Eye infectn:0.137 Diagnosis:9ccs96:Hrt valve dx:0.100 Vital: Wt for Length ZScore-gain3to7 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1431 | OR_unadj: 0.985 [0.752 1.290] | indivs AUC:0.510 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:0.085 Diagnosis:9ccs52:Nutrit defic:-0.075 Lab:306025 PPD:-0.064 Diagnosis:9ccs127:COPD:0.056 Diagnosis:9ccs95:Oth nerv dx:0.055 Newborn Diagnosis:9ccs256:Exam/eval:0.052 Diagnosis:9ccs200:Oth skin dx:0.052 Diagnosis:9ccs122:Pneumonia:-0.050 Diagnosis:9ccs253:Allergy:0.050 Diagnosis:9ccs5:HIV infectn:-0.048 Vital: Temp-avg0to1 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.490 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.092 Diagnosis:9ccs118:Phlebitis:0.071 Newborn Diagnosis:9ccs214:GI cong anom:-0.064 Diagnosis:9ccs76:Meningitis:0.063 Diagnosis:9ccs216:Nerv cong an:0.063 Diagnosis:9ccs58:Ot nutrit dx:-0.063 Diagnosis:9ccs7:Viral infect:-0.061 Diagnosis:9ccs120:Hemmorhoids:-0.057 Diagnosis:9ccs92:Otitis media:0.057 Diagnosis:9ccs214:GI cong anom:0.056 Vital: Wt for Len Percentile-gain5to10 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1245 | OR_unadj: 0.990 [0.750 1.306] | indivs AUC:0.481 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:0.105 Lab:292495 LEAD LEVEL - Sunrise:0.094 Diagnosis:9ccs228:Fx skull fac:-0.070 Diagnosis:9ccs2619:e codes: other specified- nec:-0.070 Diagnosis:9ccs200:Oth skin dx:-0.069 Diagnosis:9ccs95:Oth nerv dx:-0.059 Diagnosis:9ccs256:Exam/eval:-0.059 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.058 Diagnosis:9ccs223:Birth trauma:-0.054 Newborn Diagnosis:9ccs221:Resp distres:0.053 * Vital: Wt for Len Percentile-avg10to13 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1379 | OR_unadj: 2.986 [2.269 3.930] | indivs AUC:0.700 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.079 Diagnosis:9ccs48:Thyroid dsor:-0.075 Diagnosis:9ccs10:Immuniz/scrn:-0.071 Diagnosis:9ccs219:Low birth wt:-0.062 Lab:294199 BILIRUBIN SCAN - LMC:-0.060 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.054 Lab:297262 HEMOGLOBIN (HEMOCUE):0.054 Diagnosis:9ccs259:Unclassified:-0.053 Diagnosis:9ccs87:Retinal dx:-0.052 Diagnosis:9ccs138:Esophgeal dx:-0.049 Vital: Temp-avg1to3 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1348 | OR_unadj: 1.102 [0.834 1.456] | indivs AUC:0.527 Correlated most with: Diagnosis:9ccs90:Eye infectn:-0.077 Diagnosis:9ccs7:Viral infect:-0.077 Newborn Diagnosis:9ccs191:Amnios dx:-0.071 Diagnosis:9ccs154:Gastroent:-0.067 Diagnosis:9ccs118:Phlebitis:0.061 Diagnosis:9ccs197:Skin infectn:-0.058 Diagnosis:9ccs219:Low birth wt:-0.056 Diagnosis:9ccs253:Allergy:0.052 Diagnosis:9ccs229:Fx arm:-0.052 Diagnosis:9ccs252:Fatigue:0.052 Vital: Wt for Length ZScore-gain10to16 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1476 | OR_unadj: 1.137 [0.870 1.485] | indivs AUC:0.558 Correlated most with: Diagnosis:9ccs199:Ulcer skin:-0.083 Diagnosis:9ccs5:HIV infectn:-0.078 Diagnosis:9ccs120:Hemmorhoids:-0.071 Diagnosis:9ccs118:Phlebitis:0.069 Diagnosis:9ccs16:Liver/ibd ca:0.064 Diagnosis:9ccs113:Late eff CVD:0.063 Newborn Diagnosis:9ccs216:Nerv cong an:0.062 Diagnosis:9ccs95:Oth nerv dx:0.059 Newborn Diagnosis:9ccs94:Other ear dx:0.059 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.058 Vital: Wt for Length ZScore-gain1to5 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1394 | OR_unadj: 1.181 [0.903 1.546] | indivs AUC:0.536 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:0.111 Diagnosis:9ccs147:Anal/rectal:0.103 Diagnosis:9ccs219:Low birth wt:0.092 Lab:306025 PPD:0.089 Diagnosis:9ccs125:Bronchitis:0.064 Lab:294203 BILIRUBIN TOTAL - LMC:-0.063 Diagnosis:9ccs74:Ot mentl cnd:0.062 Newborn Diagnosis:9ccs253:Allergy:0.057 Diagnosis:9ccs61:Sickle cell:-0.054 Diagnosis:9ccs128:Asthma:0.051 Vital: Wt for Length ZScore-gain7to13 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1460 | OR_unadj: 1.296 [0.993 1.692] | indivs AUC:0.536 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.089 Newborn Diagnosis:9ccs220:Birth asphyx:0.083 Diagnosis:9ccs199:Ulcer skin:0.081 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.073 Lab:297262 HEMOGLOBIN (HEMOCUE):0.069 Diagnosis:9ccs120:Hemmorhoids:0.066 Diagnosis:9ccs236:Opn wnd extr:0.060 Lab:294199 BILIRUBIN SCAN - LMC:0.059 Diagnosis:9ccs232:Sprain:-0.058 Diagnosis:9ccs145:Int obstruct:0.056 * Vital: Wt-avg1to3 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1353 | OR_unadj: 1.405 [1.071 1.842] | indivs AUC:0.600 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.278 Diagnosis:9ccs219:Low birth wt:-0.169 Newborn Diagnosis:9ccs256:Exam/eval:-0.136 Newborn Diagnosis:9ccs221:Resp distres:-0.113 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.099 Diagnosis:9ccs87:Retinal dx:-0.097 Diagnosis:9ccs143:Abdom hernia:-0.090 Diagnosis:9ccs125:Bronchitis:0.087 Newborn Diagnosis:9ccs222:Perint jaund:-0.075 Diagnosis:9ccs238:Complic proc:-0.075 Vital: Wt-gain13to19 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1408 | OR_unadj: 1.117 [0.855 1.458] | indivs AUC:0.590 Correlated most with: Diagnosis:9ccs233:Intracrn inj:-0.066 Number of Visits:0.065 Newborn Diagnosis:9ccs143:Abdom hernia:-0.063 Diagnosis:9ccs7:Viral infect:0.062 Diagnosis:9ccs257:Ot aftercare:0.057 Diagnosis:9ccs96:Hrt valve dx:0.050 Diagnosis:9ccs250:Nausea/vomit:0.049 Lab:323700 CULTURE THROAT W SENS - Sunrise:0.048 Diagnosis:9ccs133:Oth low resp:0.047 Diagnosis:9ccs128:Asthma:0.045 * Vital: Ht-gain7to13 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1451 | OR_unadj: 1.379 [1.027 1.851] | indivs AUC:0.532 Correlated most with: Diagnosis:9ccs232:Sprain:-0.066 Diagnosis:9ccs5:HIV infectn:-0.063 Diagnosis:9ccs52:Nutrit defic:-0.062 Diagnosis:9ccs10:Immuniz/scrn:-0.060 Newborn Diagnosis:9ccs143:Abdom hernia:0.060 Diagnosis:9ccs2619:e codes: other specified- nec:0.059 Diagnosis:9ccs228:Fx skull fac:0.059 Lab:292495 LEAD LEVEL - Sunrise:-0.057 Diagnosis:9ccs16:Liver/ibd ca:0.057 Diagnosis:9ccs2603:E Codes: Fall:-0.054 Vital: Temp-avg3to5 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1313 | OR_unadj: 0.989 [0.753 1.299] | indivs AUC:0.470 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.102 Number of Visits:0.090 Diagnosis:9ccs229:Fx arm:-0.067 Diagnosis:9ccs246:FUO:0.064 Diagnosis:9ccs118:Phlebitis:0.063 Diagnosis:9ccs234:Crush injury:0.062 Diagnosis:9ccs247:Lymph enlarg:0.061 Diagnosis:9ccs254:Rehab:0.060 Diagnosis:9ccs217:Ot cong anom:-0.060 Diagnosis:9ccs197:Skin infectn:-0.059 Vital: HC-gain0to3 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1332 | OR_unadj: 0.871 [0.636 1.192] | indivs AUC:0.490 Correlated most with: Number of Visits:0.117 Diagnosis:9ccs126:Ot up rsp in:0.073 Diagnosis:9ccs137:Mouth dx:0.072 Diagnosis:9ccs49:DiabMel no c:-0.070 Newborn Diagnosis:9ccs143:Abdom hernia:-0.065 Diagnosis:9ccs92:Otitis media:0.062 Diagnosis:9ccs16:Liver/ibd ca:0.060 Newborn Diagnosis:9ccs133:Oth low resp:0.059 Diagnosis:9ccs159:UTI:0.055 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.054 Vital: Ht-gain10to16 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1404 | OR_unadj: 1.132 [0.839 1.528] | indivs AUC:0.537 Correlated most with: Diagnosis:9ccs92:Otitis media:0.067 Diagnosis:9ccs52:Nutrit defic:0.063 Diagnosis:9ccs232:Sprain:0.061 Diagnosis:9ccs5:HIV infectn:0.061 Diagnosis:9ccs221:Resp distres:-0.057 Diagnosis:9ccs96:Hrt valve dx:-0.056 Number of Visits:0.054 Newborn Diagnosis:9ccs215:gu cong anom:-0.053 Newborn Diagnosis:9ccs5:HIV infectn:-0.052 Diagnosis:9ccs245:Syncope:0.049 * Vital: Wt-avg3to5 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1316 | OR_unadj: 1.676 [1.282 2.190] | indivs AUC:0.597 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.220 Diagnosis:9ccs219:Low birth wt:-0.108 Diagnosis:9ccs87:Retinal dx:-0.092 Newborn Diagnosis:9ccs222:Perint jaund:-0.085 Newborn Diagnosis:9ccs221:Resp distres:-0.080 Diagnosis:9ccs143:Abdom hernia:-0.078 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.076 Diagnosis:9ccs125:Bronchitis:0.076 Diagnosis:9ccs3:Oth bact inf:0.073 Newborn Diagnosis:9ccs200:Oth skin dx:-0.072 Vital: Wt-gain1to5 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1425 | OR_unadj: 1.212 [0.922 1.593] | indivs AUC:0.535 Correlated most with: Number of Visits:0.186 Diagnosis:9ccs126:Ot up rsp in:0.121 Diagnosis:9ccs7:Viral infect:0.096 Diagnosis:9ccs239:Superfic inj:0.084 Diagnosis:9ccs154:Gastroent:-0.075 Diagnosis:9ccs135:Intest infct:0.074 Diagnosis:9ccs233:Intracrn inj:-0.071 Diagnosis:9ccs159:UTI:0.068 Diagnosis:9ccs225:Joint injury:0.068 Diagnosis:9ccs5:HIV infectn:-0.066 * Vital: Wt-gain0to3 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1401 | OR_unadj: 1.349 [1.031 1.765] | indivs AUC:0.605 Correlated most with: Number of Visits:0.150 Diagnosis:9ccs126:Ot up rsp in:0.121 Diagnosis:9ccs92:Otitis media:0.100 Newborn Diagnosis:9ccs143:Abdom hernia:-0.085 Newborn Diagnosis:9ccs133:Oth low resp:0.084 Diagnosis:9ccs10:Immuniz/scrn:0.083 Diagnosis:9ccs16:Liver/ibd ca:0.077 Diagnosis:9ccs137:Mouth dx:0.071 Diagnosis:9ccs128:Asthma:0.066 Diagnosis:9ccs122:Pneumonia:0.064 Diagnosis:9ccs255:Social admin | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1616 | OR_unadj: 0.664 [0.382 1.152] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs255:Social admin:1.000 Diagnosis:9ccs10:Immuniz/scrn:0.458 Diagnosis:9ccs126:Ot up rsp in:0.355 Diagnosis:9ccs253:Allergy:0.212 Diagnosis:9ccs92:Otitis media:0.192 Diagnosis:9ccs257:Ot aftercare:0.190 Diagnosis:9ccs7:Viral infect:0.187 Number of Visits:0.148 Diagnosis:9ccs90:Eye infectn:0.125 Diagnosis:9ccs125:Bronchitis:0.124 * Vital: Wt-gain5to10 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1444 | OR_unadj: 1.450 [1.102 1.909] | indivs AUC:0.564 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.096 Diagnosis:9ccs236:Opn wnd extr:0.077 Diagnosis:9ccs16:Liver/ibd ca:-0.072 Newborn Diagnosis:9ccs143:Abdom hernia:-0.068 Diagnosis:9ccs200:Oth skin dx:-0.066 Newborn Diagnosis:9ccs94:Other ear dx:-0.065 Diagnosis:9ccs142:Appendicitis:0.061 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.056 Newborn Diagnosis:9ccs216:Nerv cong an:-0.055 Diagnosis:9ccs223:Birth trauma:-0.055 Vital: Ht-gain0to3 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1394 | OR_unadj: 0.853 [0.644 1.129] | indivs AUC:0.537 Correlated most with: Number of Visits:0.136 Diagnosis:9ccs126:Ot up rsp in:0.108 Newborn Diagnosis:9ccs143:Abdom hernia:-0.089 Diagnosis:9ccs16:Liver/ibd ca:0.082 Newborn Diagnosis:9ccs133:Oth low resp:0.080 Diagnosis:9ccs10:Immuniz/scrn:0.076 Diagnosis:9ccs92:Otitis media:0.074 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.072 Newborn Diagnosis:9ccs256:Exam/eval:0.068 Diagnosis:9ccs122:Pneumonia:0.064 * Vital: Wt-gain3to7 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1439 | OR_unadj: 1.333 [1.022 1.740] | indivs AUC:0.560 Correlated most with: Diagnosis:9ccs236:Opn wnd extr:-0.093 Lab:292495 LEAD LEVEL - Sunrise:-0.091 Diagnosis:9ccs92:Otitis media:0.074 Diagnosis:9ccs128:Asthma:0.068 Diagnosis:9ccs5:HIV infectn:0.064 Diagnosis:9ccs126:Ot up rsp in:0.064 Diagnosis:9ccs7:Viral infect:0.063 Newborn Diagnosis:9ccs220:Birth asphyx:-0.057 Number of Visits:0.055 Diagnosis:9ccs233:Intracrn inj:0.055 Vital: Ht-gain13to19 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1378 | OR_unadj: 0.895 [0.685 1.171] | indivs AUC:0.438 Correlated most with: Diagnosis:9ccs233:Intracrn inj:-0.056 Newborn Diagnosis:9ccs143:Abdom hernia:-0.055 Number of Visits:0.054 Diagnosis:9ccs7:Viral infect:0.053 Diagnosis:9ccs221:Resp distres:0.052 Diagnosis:9ccs163:Other GU dx:0.050 Diagnosis:9ccs133:Oth low resp:0.048 Newborn Diagnosis:9ccs5:HIV infectn:0.047 Diagnosis:9ccs257:Ot aftercare:0.046 Diagnosis:9ccs161:Ot dx kidney:0.044 Vital: BMI-gain3to7 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1430 | OR_unadj: 1.091 [0.835 1.425] | indivs AUC:0.512 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:-0.095 Diagnosis:9ccs236:Opn wnd extr:-0.087 Diagnosis:9ccs246:FUO:0.081 Diagnosis:9ccs92:Otitis media:0.065 Diagnosis:9ccs5:HIV infectn:0.064 Diagnosis:9ccs233:Intracrn inj:0.061 Diagnosis:9ccs210:SLE:0.060 Diagnosis:9ccs240:Burns:-0.059 Diagnosis:9ccs7:Viral infect:0.057 Newborn Diagnosis:9ccs220:Birth asphyx:-0.055 * Vital: Wt for Len Percentile-avg7to10 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1304 | OR_unadj: 2.608 [1.991 3.417] | indivs AUC:0.622 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.070 Diagnosis:9ccs171:Menstrual dx:-0.064 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.061 Diagnosis:9ccs200:Oth skin dx:-0.058 Diagnosis:9ccs217:Ot cong anom:-0.056 Diagnosis:9ccs245:Syncope:-0.054 Diagnosis:9ccs222:Perint jaund:-0.052 Lab:297262 HEMOGLOBIN (HEMOCUE):0.050 Lab:292495 LEAD LEVEL - Sunrise:0.049 Diagnosis:9ccs232:Sprain:-0.049 Vital: BMI-gain10to16 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1448 | OR_unadj: 1.186 [0.893 1.575] | indivs AUC:0.540 Correlated most with: Diagnosis:9ccs5:HIV infectn:0.079 Diagnosis:9ccs52:Nutrit defic:0.069 Diagnosis:9ccs163:Other GU dx:-0.067 Diagnosis:9ccs92:Otitis media:0.065 Diagnosis:9ccs232:Sprain:0.059 Newborn Diagnosis:9ccs5:HIV infectn:-0.056 Diagnosis:9ccs221:Resp distres:-0.053 Diagnosis:9ccs96:Hrt valve dx:-0.052 Newborn Diagnosis:9ccs215:gu cong anom:-0.051 Newborn Diagnosis:9ccs253:Allergy:0.051 Vital: Temp-avg10to13 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1399 | OR_unadj: 1.016 [0.764 1.351] | indivs AUC:0.560 Correlated most with: Diagnosis:9ccs175:Ot femal gen:-0.199 Diagnosis:9ccs223:Birth trauma:-0.120 Diagnosis:9ccs247:Lymph enlarg:-0.090 Newborn Diagnosis:9ccs259:Unclassified:-0.079 MatDeliveryAge:-0.070 Diagnosis:9ccs259:Unclassified:-0.067 Diagnosis:9ccs10:Immuniz/scrn:-0.064 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.063 Diagnosis:9ccs251:Abdomnl pain:0.054 Diagnosis:9ccs136:Teeth dx:-0.046 Vital: HC-avg1to3 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1229 | OR_unadj: 0.920 [0.701 1.208] | indivs AUC:0.492 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.212 Diagnosis:9ccs219:Low birth wt:-0.111 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.099 Diagnosis:9ccs75:Hx mental dx:0.093 Newborn Diagnosis:9ccs256:Exam/eval:-0.090 Newborn Diagnosis:9ccs221:Resp distres:-0.079 Newborn Diagnosis:9ccs253:Allergy:-0.077 Diagnosis:9ccs123:Influenza:0.077 Diagnosis:9ccs200:Oth skin dx:0.070 Newborn Diagnosis:9ccs5:HIV infectn:-0.068 Vital: Ht-latest | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1614 | OR_unadj: 1.271 [0.956 1.688] | indivs AUC:0.560 Correlated most with: Number of Visits:0.447 Diagnosis:9ccs10:Immuniz/scrn:0.345 Diagnosis:9ccs126:Ot up rsp in:0.315 Diagnosis:9ccs92:Otitis media:0.265 Diagnosis:9ccs7:Viral infect:0.206 Diagnosis:9ccs257:Ot aftercare:0.188 Diagnosis:9ccs135:Intest infct:0.156 Diagnosis:9ccs90:Eye infectn:0.148 Diagnosis:9ccs128:Asthma:0.117 Diagnosis:9ccs221:Resp distres:0.115 Vital: Ht-gain1to5 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1420 | OR_unadj: 0.786 [0.598 1.035] | indivs AUC:0.479 Correlated most with: Number of Visits:0.163 Diagnosis:9ccs126:Ot up rsp in:0.103 Diagnosis:9ccs135:Intest infct:0.079 Diagnosis:9ccs154:Gastroent:-0.070 Diagnosis:9ccs225:Joint injury:0.069 Diagnosis:9ccs239:Superfic inj:0.068 Diagnosis:9ccs257:Ot aftercare:0.067 Diagnosis:9ccs159:UTI:0.067 Newborn Diagnosis:9ccs143:Abdom hernia:0.066 Diagnosis:9ccs7:Viral infect:0.065 Vital: Temp-avg13to16 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1313 | OR_unadj: 1.227 [0.936 1.609] | indivs AUC:0.567 Correlated most with: Diagnosis:9ccs92:Otitis media:0.145 Diagnosis:9ccs124:Tonsillitis:0.081 Diagnosis:9ccs154:Gastroent:-0.068 Number of Visits:0.065 Diagnosis:9ccs159:UTI:0.062 Newborn Diagnosis:9ccs94:Other ear dx:0.061 Diagnosis:9ccs126:Ot up rsp in:0.059 Diagnosis:9ccs4:Mycoses:0.046 Diagnosis:9ccs243:Poisn nonmed:0.046 Diagnosis:9ccs215:gu cong anom:0.046 Vital: Temp-avg16to19 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1297 | OR_unadj: 0.872 [0.571 1.331] | indivs AUC:0.514 Correlated most with: Diagnosis:9ccs255:Social admin:-0.143 Diagnosis:9ccs10:Immuniz/scrn:-0.132 Number of Visits:-0.118 Diagnosis:9ccs257:Ot aftercare:-0.106 Diagnosis:9ccs126:Ot up rsp in:-0.093 Diagnosis:9ccs7:Viral infect:-0.091 Diagnosis:9ccs239:Superfic inj:-0.070 Diagnosis:9ccs74:Ot mentl cnd:-0.070 Diagnosis:9ccs155:Other GI dx:-0.067 Diagnosis:9ccs59:Anemia:-0.063 Vital: Ht-avg7to10 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1332 | OR_unadj: 1.262 [0.963 1.654] | indivs AUC:0.531 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.129 Diagnosis:9ccs87:Retinal dx:-0.084 Diagnosis:9ccs219:Low birth wt:-0.079 Diagnosis:9ccs238:Complic proc:-0.075 Diagnosis:9ccs73:Preadult dx:0.072 Newborn Diagnosis:9ccs5:HIV infectn:-0.070 Newborn Diagnosis:9ccs224:Ot perint dx:0.069 Diagnosis:9ccs123:Influenza:0.066 Diagnosis:9ccs208:Acq foot def:0.066 Lab:323825 STREP SCREEN THROAT - Sunrise:0.066 * Vital: Wt for Length ZScore-avg5to7 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1297 | OR_unadj: 2.431 [1.856 3.184] | indivs AUC:0.646 Correlated most with: Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.094 Newborn Diagnosis:9ccs59:Anemia:-0.094 Diagnosis:9ccs238:Complic proc:-0.091 Lab:294199 BILIRUBIN SCAN - LMC:-0.077 Lab:296169 RETICULOCYTE COUNT- LMC:0.066 Newborn Diagnosis:9ccs219:Low birth wt:-0.055 Diagnosis:9ccs92:Otitis media:0.055 Diagnosis:9ccs219:Low birth wt:-0.052 Newborn Diagnosis:9ccs213:Cardiac anom:-0.051 Diagnosis:9ccs245:Syncope:-0.050 Vital: HC-avg0to1 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1191 | OR_unadj: 1.052 [0.803 1.378] | indivs AUC:0.538 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.256 Diagnosis:9ccs219:Low birth wt:-0.160 Newborn Diagnosis:9ccs256:Exam/eval:-0.107 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.091 Newborn Diagnosis:9ccs94:Other ear dx:0.089 Newborn Diagnosis:9ccs222:Perint jaund:-0.083 Diagnosis:9ccs63:Wht blood dx:-0.064 Diagnosis:9ccs197:Skin infectn:0.062 Diagnosis:9ccs222:Perint jaund:-0.061 Newborn Diagnosis:9ccs221:Resp distres:-0.061 Vital: HC-gain1to5 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1346 | OR_unadj: 0.866 [0.657 1.140] | indivs AUC:0.519 Correlated most with: Number of Visits:0.099 Diagnosis:9ccs125:Bronchitis:0.091 Diagnosis:9ccs154:Gastroent:-0.089 Newborn Diagnosis:9ccs222:Perint jaund:0.077 Diagnosis:9ccs163:Other GU dx:0.076 Diagnosis:9ccs126:Ot up rsp in:0.075 Diagnosis:9ccs196:Nml preg/del:-0.074 Diagnosis:9ccs257:Ot aftercare:0.063 Diagnosis:9ccs7:Viral infect:0.062 Diagnosis:9ccs113:Late eff CVD:-0.059 Vital: HR-latest | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1010 | OR_unadj: 0.762 [0.553 1.050] | indivs AUC:0.540 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:0.112 Diagnosis:9ccs70:Schizo/rl dx:0.083 Diagnosis:9ccs217:Ot cong anom:0.083 Diagnosis:9ccs221:Resp distres:0.071 Newborn Diagnosis:9ccs256:Exam/eval:0.069 Diagnosis:9ccs106:Dysrhythmia:0.069 Diagnosis:9ccs47:Ot bnign neo:0.063 Diagnosis:9ccs122:Pneumonia:-0.063 Diagnosis:9ccs92:Otitis media:-0.060 Diagnosis:9ccs167:Breast dx:0.060 * Vital: HC-avg7to10 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1133 | OR_unadj: 1.714 [1.288 2.282] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs213:Cardiac anom:0.068 Diagnosis:9ccs133:Oth low resp:-0.067 Diagnosis:9ccs123:Influenza:-0.058 Newborn Diagnosis:9ccs259:Unclassified:0.048 Diagnosis:9ccs159:UTI:-0.048 Newborn Diagnosis:9ccs5:HIV infectn:-0.043 Diagnosis:9ccs92:Otitis media:0.043 Diagnosis:9ccs96:Hrt valve dx:0.041 Diagnosis:9ccs197:Skin infectn:-0.040 Diagnosis:9ccs74:Ot mentl cnd:-0.035 Vital: BMI-gain13to19 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1431 | OR_unadj: 0.840 [0.643 1.097] | indivs AUC:0.566 Correlated most with: Diagnosis:9ccs163:Other GU dx:0.065 Diagnosis:9ccs233:Intracrn inj:-0.056 Newborn Diagnosis:9ccs143:Abdom hernia:-0.054 Diagnosis:9ccs141:Ot dx stomch:0.053 Newborn Diagnosis:9ccs5:HIV infectn:0.053 Diagnosis:9ccs221:Resp distres:0.052 Diagnosis:9ccs7:Viral infect:0.048 Diagnosis:9ccs10:Immuniz/scrn:0.048 Number of Visits:0.046 Diagnosis:9ccs257:Ot aftercare:0.043 * Vital: Wt for Length ZScore-gain13to19 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1451 | OR_unadj: 1.313 [1.006 1.713] | indivs AUC:0.514 Correlated most with: Diagnosis:9ccs5:HIV infectn:0.092 Newborn Diagnosis:9ccs223:Birth trauma:-0.077 Diagnosis:9ccs163:Other GU dx:-0.065 Newborn Diagnosis:9ccs222:Perint jaund:0.065 Diagnosis:9ccs240:Burns:-0.063 Diagnosis:9ccs143:Abdom hernia:0.059 Newborn Diagnosis:9ccs219:Low birth wt:0.058 Diagnosis:9ccs247:Lymph enlarg:-0.057 Diagnosis:9ccs221:Resp distres:0.055 Number of Visits:0.053 Vital: Wt-avg0to1 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1336 | OR_unadj: 1.096 [0.838 1.434] | indivs AUC:0.526 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.362 Diagnosis:9ccs219:Low birth wt:-0.222 Newborn Diagnosis:9ccs221:Resp distres:-0.150 Newborn Diagnosis:9ccs256:Exam/eval:-0.139 Newborn Diagnosis:9ccs224:Ot perint dx:0.130 Newborn Diagnosis:9ccs253:Allergy:-0.111 Newborn Diagnosis:9ccs222:Perint jaund:-0.107 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.105 Diagnosis:9ccs222:Perint jaund:-0.098 Diagnosis:9ccs143:Abdom hernia:-0.082 * Vital: HC-avg5to7 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1123 | OR_unadj: 1.500 [1.143 1.967] | indivs AUC:0.535 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.118 Newborn Diagnosis:9ccs5:HIV infectn:-0.096 Newborn Diagnosis:9ccs221:Resp distres:-0.085 Diagnosis:9ccs219:Low birth wt:-0.070 Diagnosis:9ccs147:Anal/rectal:0.061 Diagnosis:9ccs74:Ot mentl cnd:-0.060 Diagnosis:9ccs234:Crush injury:0.055 Diagnosis:9ccs257:Ot aftercare:0.053 Diagnosis:9ccs73:Preadult dx:0.053 Diagnosis:9ccs230:Fx leg:-0.052 * Vital: HC-avg10to13 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1158 | OR_unadj: 1.481 [1.134 1.934] | indivs AUC:0.587 Correlated most with: Newborn Diagnosis:9ccs5:HIV infectn:-0.099 Diagnosis:9ccs132:Lung externl:-0.075 Diagnosis:9ccs87:Retinal dx:-0.069 Diagnosis:9ccs73:Preadult dx:0.061 Diagnosis:9ccs49:DiabMel no c:0.061 Diagnosis:9ccs70:Schizo/rl dx:-0.058 Diagnosis:9ccs147:Anal/rectal:0.054 Diagnosis:9ccs163:Other GU dx:0.053 Diagnosis:9ccs238:Complic proc:-0.052 Diagnosis:9ccs242:Poisn ot med:0.049 * Vital: BMI-avg5to7 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.004] | occ: 1293 | OR_unadj: 2.167 [1.657 2.835] | indivs AUC:0.634 Correlated most with: Diagnosis:9ccs238:Complic proc:-0.089 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.077 Newborn Diagnosis:9ccs59:Anemia:-0.077 Diagnosis:9ccs145:Int obstruct:-0.068 Newborn Diagnosis:9ccs219:Low birth wt:-0.067 Lab:294199 BILIRUBIN SCAN - LMC:-0.061 Diagnosis:9ccs219:Low birth wt:-0.059 Lab:296169 RETICULOCYTE COUNT- LMC:0.054 Newborn Diagnosis:9ccs213:Cardiac anom:-0.054 Newborn Diagnosis:9ccs253:Allergy:-0.052 Vital: HC-avg3to5 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1129 | OR_unadj: 1.116 [0.845 1.474] | indivs AUC:0.490 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.133 Newborn Diagnosis:9ccs5:HIV infectn:-0.096 Diagnosis:9ccs219:Low birth wt:-0.093 Newborn Diagnosis:9ccs94:Other ear dx:0.092 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.072 Newborn Diagnosis:9ccs256:Exam/eval:-0.069 Newborn Diagnosis:9ccs200:Oth skin dx:-0.064 Diagnosis:9ccs125:Bronchitis:0.061 Newborn Diagnosis:9ccs220:Birth asphyx:0.058 Diagnosis:9ccs230:Fx leg:-0.054 * Vital: HC-avg13to16 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 990 | OR_unadj: 1.619 [1.234 2.125] | indivs AUC:0.603 Correlated most with: Diagnosis:9ccs87:Retinal dx:-0.075 Lab:294205 TSH REFLEX TO FT4 - LMC:0.068 Diagnosis:9ccs73:Preadult dx:0.061 Diagnosis:9ccs92:Otitis media:0.056 Diagnosis:9ccs90:Eye infectn:0.056 Newborn Diagnosis:9ccs59:Anemia:-0.055 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.055 Diagnosis:9ccs70:Schizo/rl dx:-0.055 Newborn Diagnosis:9ccs197:Skin infectn:-0.055 Diagnosis:9ccs49:DiabMel no c:0.055 Vital: HC-gain7to13 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1298 | OR_unadj: 1.240 [0.922 1.668] | indivs AUC:0.586 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.069 Diagnosis:9ccs251:Abdomnl pain:0.066 Diagnosis:9ccs231:Oth fracture:0.054 Diagnosis:9ccs5:HIV infectn:-0.053 Diagnosis:9ccs232:Sprain:-0.052 Diagnosis:9ccs211:Ot conn tiss:0.052 Diagnosis:9ccs52:Nutrit defic:-0.052 Diagnosis:9ccs221:Resp distres:-0.052 Diagnosis:9ccs2619:e codes: other specified- nec:0.050 Diagnosis:9ccs228:Fx skull fac:0.050 Vital: Ht-avg1to3 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1348 | OR_unadj: 0.914 [0.694 1.204] | indivs AUC:0.517 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.303 Diagnosis:9ccs219:Low birth wt:-0.175 Diagnosis:9ccs87:Retinal dx:-0.138 Newborn Diagnosis:9ccs222:Perint jaund:-0.123 Diagnosis:9ccs143:Abdom hernia:-0.119 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117 Newborn Diagnosis:9ccs256:Exam/eval:-0.112 Newborn Diagnosis:9ccs94:Other ear dx:0.089 Newborn Diagnosis:9ccs253:Allergy:-0.079 Newborn Diagnosis:9ccs55:Fluid/elc dx:-0.071 Vital: Ht-gain5to10 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1429 | OR_unadj: 1.097 [0.806 1.493] | indivs AUC:0.492 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.079 Diagnosis:9ccs236:Opn wnd extr:0.072 Diagnosis:9ccs89:Blindness:0.064 Diagnosis:9ccs16:Liver/ibd ca:-0.064 Newborn Diagnosis:9ccs94:Other ear dx:-0.062 Newborn Diagnosis:9ccs143:Abdom hernia:-0.062 Diagnosis:9ccs2619:e codes: other specified- nec:-0.060 Diagnosis:9ccs228:Fx skull fac:-0.060 Diagnosis:9ccs142:Appendicitis:0.058 Diagnosis:9ccs200:Oth skin dx:-0.057 Vital: Ht-avg10to13 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1381 | OR_unadj: 1.307 [0.998 1.712] | indivs AUC:0.544 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.118 Diagnosis:9ccs87:Retinal dx:-0.075 Diagnosis:9ccs238:Complic proc:-0.074 Diagnosis:9ccs64:Ot hematl dx:0.073 Newborn Diagnosis:9ccs5:HIV infectn:-0.069 Diagnosis:9ccs208:Acq foot def:0.069 Diagnosis:9ccs2:Septicemia:0.067 Diagnosis:9ccs73:Preadult dx:0.064 Newborn Diagnosis:9ccs215:gu cong anom:0.061 Newborn Diagnosis:9ccs134:Ot uppr resp:0.058 Vital: BMI-gain5to10 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1455 | OR_unadj: 1.104 [0.834 1.462] | indivs AUC:0.488 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.095 Diagnosis:9ccs236:Opn wnd extr:0.085 Diagnosis:9ccs256:Exam/eval:-0.062 Newborn Diagnosis:9ccs94:Other ear dx:-0.061 Diagnosis:9ccs2619:e codes: other specified- nec:-0.061 Diagnosis:9ccs228:Fx skull fac:-0.061 Diagnosis:9ccs200:Oth skin dx:-0.061 Newborn Diagnosis:9ccs143:Abdom hernia:-0.057 Diagnosis:9ccs16:Liver/ibd ca:-0.057 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.051 Vital: HC-gain16to24 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1064 | OR_unadj: 0.868 [0.662 1.137] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs171:Menstrual dx:0.061 Lab:292495 LEAD LEVEL - Sunrise:0.060 Diagnosis:9ccs209:Ot acq defor:0.056 Newborn Diagnosis:9ccs256:Exam/eval:-0.054 Diagnosis:9ccs214:GI cong anom:-0.049 Diagnosis:9ccs251:Abdomnl pain:-0.049 Diagnosis:9ccs95:Oth nerv dx:0.048 Diagnosis:9ccs140:Gastritis:0.048 Diagnosis:9ccs256:Exam/eval:-0.047 Diagnosis:9ccs213:Cardiac anom:-0.046 * Vital: HC-avg16to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 930 | OR_unadj: 1.811 [1.365 2.403] | indivs AUC:0.545 Correlated most with: Diagnosis:9ccs51:Ot endo dsor:-0.094 Diagnosis:9ccs204:Ot joint dx:-0.075 Diagnosis:9ccs2604:E Codes: Fire/burn:-0.074 Diagnosis:10ccs238:Complic proc:-0.074 Diagnosis:9ccs75:Hx mental dx:-0.073 Diagnosis:9ccs253:Allergy:0.064 Diagnosis:9ccs230:Fx leg:-0.062 Diagnosis:9ccs59:Anemia:-0.060 Diagnosis:9ccs236:Opn wnd extr:-0.060 Diagnosis:9ccs134:Ot uppr resp:0.060 * Vital: Wt Percentile-avg16to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 747 | OR_unadj: 1.781 [1.341 2.364] | indivs AUC:0.649 Correlated most with: Newborn Diagnosis:9ccs59:Anemia:-0.086 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.086 Diagnosis:9ccs48:Thyroid dsor:-0.085 Diagnosis:9ccs230:Fx leg:-0.082 Diagnosis:9ccs208:Acq foot def:0.072 Diagnosis:9ccs205:Back problem:-0.071 Diagnosis:9ccs236:Opn wnd extr:-0.067 Newborn Diagnosis:9ccs219:Low birth wt:-0.064 Lab:294199 BILIRUBIN SCAN - LMC:-0.064 Lab:294205 TSH REFLEX TO FT4 - LMC:0.062 Vital: Ht-gain3to7 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1405 | OR_unadj: 1.120 [0.858 1.461] | indivs AUC:0.523 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:-0.091 Diagnosis:9ccs236:Opn wnd extr:-0.083 Diagnosis:9ccs246:FUO:0.081 Diagnosis:9ccs240:Burns:-0.071 Diagnosis:9ccs113:Late eff CVD:0.069 Diagnosis:9ccs7:Viral infect:0.062 Diagnosis:9ccs92:Otitis media:0.060 Diagnosis:9ccs126:Ot up rsp in:0.057 Diagnosis:9ccs105:Conduction:0.057 Diagnosis:9ccs128:Asthma:0.056 Vital: HC-gain3to7 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1310 | OR_unadj: 1.076 [0.825 1.404] | indivs AUC:0.578 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.075 Lab:292495 LEAD LEVEL - Sunrise:-0.071 Diagnosis:9ccs246:FUO:0.070 Diagnosis:9ccs236:Opn wnd extr:-0.069 Diagnosis:9ccs196:Nml preg/del:0.069 Diagnosis:9ccs113:Late eff CVD:0.059 Diagnosis:9ccs240:Burns:-0.055 Diagnosis:9ccs8:Oth infectns:0.054 Newborn Diagnosis:9ccs222:Perint jaund:-0.054 Diagnosis:9ccs125:Bronchitis:-0.054 Newborn Diagnosis:9ccs155:Other GI dx | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs155:Other GI dx:1.000 Diagnosis:9ccs255:Social admin:-0.108 Diagnosis:9ccs10:Immuniz/scrn:-0.053 Diagnosis:9ccs126:Ot up rsp in:-0.040 Newborn Diagnosis:9ccs224:Ot perint dx:0.038 Diagnosis:9ccs253:Allergy:-0.024 Diagnosis:9ccs92:Otitis media:-0.021 Diagnosis:9ccs257:Ot aftercare:-0.021 Diagnosis:9ccs7:Viral infect:-0.021 Diagnosis:9ccs200:Oth skin dx:-0.015 Vital: HC-gain5to10 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1305 | OR_unadj: 1.028 [0.772 1.370] | indivs AUC:0.434 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.079 Diagnosis:9ccs251:Abdomnl pain:-0.067 Diagnosis:9ccs234:Crush injury:-0.064 Diagnosis:9ccs236:Opn wnd extr:0.064 Lab:292208 CBC/DIFF/PLT - Sunrise:0.058 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.057 Diagnosis:9ccs231:Oth fracture:-0.055 Diagnosis:9ccs8:Oth infectns:-0.054 Newborn Diagnosis:9ccs256:Exam/eval:-0.051 Diagnosis:9ccs92:Otitis media:0.050 Vital: HC-gain10to16 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1222 | OR_unadj: 1.142 [0.874 1.492] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs256:Exam/eval:-0.077 Diagnosis:9ccs154:Gastroent:-0.070 Diagnosis:9ccs190:Fetal distrs:-0.057 Diagnosis:9ccs92:Otitis media:0.056 Diagnosis:9ccs5:HIV infectn:0.056 Diagnosis:9ccs48:Thyroid dsor:0.055 Diagnosis:9ccs250:Nausea/vomit:-0.055 Diagnosis:9ccs10:Immuniz/scrn:-0.054 Diagnosis:9ccs96:Hrt valve dx:-0.053 Diagnosis:9ccs52:Nutrit defic:0.053 Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 491 | OR_unadj: 0.892 [0.662 1.202] | indivs AUC:0.481 Correlated most with: Newborn Diagnosis:9ccs224:Ot perint dx:1.000 Newborn Diagnosis:9ccs96:Hrt valve dx:0.129 Newborn Diagnosis:9ccs256:Exam/eval:0.127 Newborn Diagnosis:9ccs222:Perint jaund:0.105 Newborn Diagnosis:9ccs95:Oth nerv dx:0.085 Diagnosis:9ccs253:Allergy:-0.080 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.070 Newborn Diagnosis:9ccs253:Allergy:0.070 Newborn Diagnosis:9ccs200:Oth skin dx:0.060 Diagnosis:9ccs234:Crush injury:-0.056 Vital: HC-gain13to19 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1080 | OR_unadj: 0.985 [0.755 1.286] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs128:Asthma:0.079 Newborn Diagnosis:9ccs223:Birth trauma:0.070 Diagnosis:9ccs171:Menstrual dx:-0.058 Diagnosis:9ccs96:Hrt valve dx:0.058 Diagnosis:9ccs10:Immuniz/scrn:0.055 Diagnosis:9ccs257:Ot aftercare:0.050 Diagnosis:9ccs243:Poisn nonmed:-0.049 Diagnosis:9ccs163:Other GU dx:0.048 Diagnosis:9ccs228:Fx skull fac:0.047 Diagnosis:9ccs2619:e codes: other specified- nec:0.047 * Vital: Wt for Len Percentile-avg5to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 966 | OR_unadj: 1.961 [1.497 2.571] | indivs AUC:0.562 Correlated most with: Diagnosis:9ccs222:Perint jaund:-0.059 Diagnosis:9ccs75:Hx mental dx:0.058 Diagnosis:9ccs217:Ot cong anom:-0.055 Diagnosis:9ccs245:Syncope:-0.054 Diagnosis:9ccs213:Cardiac anom:-0.052 Diagnosis:9ccs5:HIV infectn:0.051 Diagnosis:9ccs72:Anxiety dx:-0.050 Diagnosis:9ccs132:Lung externl:-0.050 Diagnosis:9ccs125:Bronchitis:0.050 Diagnosis:9ccs211:Ot conn tiss:0.050 Vital: Wt Percentile-gain16to24 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 961 | OR_unadj: 1.048 [0.733 1.496] | indivs AUC:0.531 Correlated most with: Diagnosis:9ccs0:No DX:0.084 Diagnosis:9ccs74:Ot mentl cnd:0.077 Diagnosis:9ccs233:Intracrn inj:0.072 Diagnosis:9ccs63:Wht blood dx:-0.065 Diagnosis:9ccs168:PID:-0.064 Diagnosis:9ccs61:Sickle cell:-0.063 Diagnosis:9ccs208:Acq foot def:-0.062 Diagnosis:9ccs257:Ot aftercare:-0.059 Newborn Diagnosis:9ccs224:Ot perint dx:-0.059 Lab:292495 LEAD LEVEL - Sunrise:0.054 * Vital: Wt Change-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 979 | OR_unadj: 1.660 [1.219 2.259] | indivs AUC:0.608 Correlated most with: Number of Visits:-0.181 Diagnosis:9ccs126:Ot up rsp in:-0.138 Diagnosis:9ccs92:Otitis media:-0.120 Diagnosis:9ccs125:Bronchitis:-0.110 Newborn Diagnosis:9ccs143:Abdom hernia:0.097 Diagnosis:9ccs133:Oth low resp:-0.082 Newborn Diagnosis:9ccs0:No DX:0.081 Diagnosis:9ccs135:Intest infct:-0.079 Diagnosis:9ccs257:Ot aftercare:-0.078 Diagnosis:9ccs7:Viral infect:-0.071 Vital: Ht-avg5to7 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1293 | OR_unadj: 1.103 [0.839 1.451] | indivs AUC:0.484 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.219 Newborn Diagnosis:9ccs221:Resp distres:-0.116 Diagnosis:9ccs87:Retinal dx:-0.106 Newborn Diagnosis:9ccs222:Perint jaund:-0.087 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.085 Newborn Diagnosis:9ccs200:Oth skin dx:-0.084 Diagnosis:9ccs219:Low birth wt:-0.083 Diagnosis:9ccs210:SLE:-0.079 Newborn Diagnosis:9ccs5:HIV infectn:-0.072 Diagnosis:9ccs124:Tonsillitis:0.072 * Vital: Wt Change-avg19to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 880 | OR_unadj: 2.064 [1.510 2.823] | indivs AUC:0.612 Correlated most with: Number of Visits:-0.186 Diagnosis:9ccs92:Otitis media:-0.142 Diagnosis:9ccs126:Ot up rsp in:-0.126 Diagnosis:9ccs133:Oth low resp:-0.099 Diagnosis:9ccs125:Bronchitis:-0.085 Diagnosis:9ccs127:COPD:-0.080 Diagnosis:9ccs257:Ot aftercare:-0.078 Diagnosis:9ccs5:HIV infectn:0.068 Diagnosis:9ccs217:Ot cong anom:0.066 Diagnosis:9ccs7:Viral infect:-0.066 * Vital: Ht-avg16to19 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1265 | OR_unadj: 1.417 [1.082 1.855] | indivs AUC:0.507 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.120 Newborn Diagnosis:9ccs5:HIV infectn:-0.085 Newborn Diagnosis:9ccs221:Resp distres:-0.072 Diagnosis:9ccs128:Asthma:0.067 Diagnosis:9ccs223:Birth trauma:0.067 Diagnosis:9ccs137:Mouth dx:0.066 Newborn Diagnosis:9ccs215:gu cong anom:0.064 Newborn Diagnosis:9ccs213:Cardiac anom:0.063 Diagnosis:9ccs87:Retinal dx:-0.062 Diagnosis:9ccs205:Back problem:-0.060 * Vital: Ht-avg13to16 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1287 | OR_unadj: 1.332 [1.019 1.741] | indivs AUC:0.515 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.120 Diagnosis:9ccs2:Septicemia:0.082 Diagnosis:9ccs58:Ot nutrit dx:-0.073 Diagnosis:9ccs238:Complic proc:-0.071 Diagnosis:9ccs87:Retinal dx:-0.066 Diagnosis:9ccs222:Perint jaund:0.059 Newborn Diagnosis:9ccs221:Resp distres:-0.058 Lab:323825 STREP SCREEN THROAT - Sunrise:0.057 Diagnosis:10ccs58:Ot nutrit dx:0.055 Diagnosis:9ccs64:Ot hematl dx:0.055 Vital: Ht-avg0to1 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1326 | OR_unadj: 0.954 [0.722 1.262] | indivs AUC:0.490 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.348 Diagnosis:9ccs219:Low birth wt:-0.204 Newborn Diagnosis:9ccs221:Resp distres:-0.162 Newborn Diagnosis:9ccs222:Perint jaund:-0.135 Newborn Diagnosis:9ccs256:Exam/eval:-0.126 Diagnosis:9ccs143:Abdom hernia:-0.112 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.103 Newborn Diagnosis:9ccs253:Allergy:-0.101 Diagnosis:9ccs200:Oth skin dx:0.079 Newborn Diagnosis:9ccs224:Ot perint dx:0.074 Vital: Ht-avg3to5 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1296 | OR_unadj: 0.876 [0.661 1.159] | indivs AUC:0.509 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.251 Diagnosis:9ccs87:Retinal dx:-0.116 Newborn Diagnosis:9ccs221:Resp distres:-0.104 Diagnosis:9ccs219:Low birth wt:-0.099 Newborn Diagnosis:9ccs222:Perint jaund:-0.097 Newborn Diagnosis:9ccs256:Exam/eval:-0.091 Diagnosis:9ccs143:Abdom hernia:-0.083 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.077 Newborn Diagnosis:9ccs253:Allergy:-0.076 Newborn Diagnosis:9ccs200:Oth skin dx:-0.075 * Vital: Wt Percentile-avg10to13 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 664 | OR_unadj: 1.806 [1.346 2.423] | indivs AUC:0.618 Correlated most with: Lab:294199 BILIRUBIN SCAN - LMC:-0.091 Diagnosis:9ccs230:Fx leg:-0.088 Newborn Diagnosis:9ccs219:Low birth wt:-0.078 Diagnosis:9ccs199:Ulcer skin:-0.071 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.070 Diagnosis:9ccs208:Acq foot def:0.061 Diagnosis:9ccs245:Syncope:-0.059 Diagnosis:9ccs89:Blindness:0.058 Diagnosis:9ccs48:Thyroid dsor:-0.055 Lab:294203 BILIRUBIN TOTAL - LMC:-0.054 * Vital: Wt for Len Percentile-gain10to16 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1273 | OR_unadj: 1.672 [1.280 2.183] | indivs AUC:0.545 Correlated most with: Diagnosis:9ccs5:HIV infectn:0.078 Diagnosis:9ccs163:Other GU dx:-0.077 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.063 Diagnosis:9ccs92:Otitis media:0.060 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.057 Newborn Diagnosis:9ccs219:Low birth wt:0.056 Newborn Diagnosis:9ccs215:gu cong anom:-0.053 Diagnosis:9ccs175:Ot femal gen:-0.050 Newborn Diagnosis:9ccs253:Allergy:0.048 Newborn Diagnosis:9ccs47:Ot bnign neo:0.048 Vital: Wt for Len Percentile-gain13to19 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1254 | OR_unadj: 1.030 [0.785 1.351] | indivs AUC:0.532 Correlated most with: Diagnosis:9ccs7:Viral infect:0.069 Diagnosis:9ccs163:Other GU dx:0.067 Diagnosis:9ccs233:Intracrn inj:-0.066 Newborn Diagnosis:9ccs143:Abdom hernia:-0.061 Number of Visits:0.059 Diagnosis:9ccs10:Immuniz/scrn:0.051 Lab:323700 CULTURE THROAT W SENS - Sunrise:0.046 Diagnosis:9ccs91:Other eye dx:-0.046 Diagnosis:9ccs141:Ot dx stomch:0.044 Diagnosis:9ccs208:Acq foot def:0.044 * Vital: Wt Percentile-avg19to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 921 | OR_unadj: 2.119 [1.615 2.779] | indivs AUC:0.706 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.101 Newborn Diagnosis:9ccs5:HIV infectn:-0.088 Newborn Diagnosis:9ccs59:Anemia:-0.076 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.076 Diagnosis:9ccs245:Syncope:-0.068 Lab:294147 FREE T4 - LMC:0.068 Newborn Diagnosis:9ccs219:Low birth wt:-0.066 Diagnosis:9ccs199:Ulcer skin:-0.062 Diagnosis:9ccs89:Blindness:0.061 Diagnosis:9ccs253:Allergy:0.058 Vital: Ht Percentile-gain16to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.554 Correlated most with: Diagnosis:9ccs0:No DX:0.102 Diagnosis:9ccs258:Other screen:-0.095 Diagnosis:9ccs51:Ot endo dsor:-0.076 Lab:296169 RETICULOCYTE COUNT- LMC:-0.074 Diagnosis:9ccs259:Unclassified:0.067 Newborn Diagnosis:9ccs224:Ot perint dx:-0.066 Diagnosis:9ccs213:Cardiac anom:-0.065 Lab:294203 BILIRUBIN TOTAL - LMC:-0.062 Diagnosis:9ccs8:Oth infectns:0.061 Diagnosis:9ccs168:PID:-0.061 Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1611 | OR_unadj: 1.569 [0.777 3.170] | indivs AUC:0.512 Correlated most with: Newborn Diagnosis:9ccs10:Immuniz/scrn:1.000 Newborn Diagnosis:9ccs94:Other ear dx:0.316 Newborn Diagnosis:9ccs219:Low birth wt:-0.312 Newborn Diagnosis:9ccs259:Unclassified:-0.304 Newborn Diagnosis:9ccs0:No DX:-0.234 Newborn Diagnosis:9ccs256:Exam/eval:-0.206 Newborn Diagnosis:9ccs222:Perint jaund:-0.181 Newborn Diagnosis:9ccs221:Resp distres:-0.140 Diagnosis:9ccs219:Low birth wt:-0.123 Newborn Diagnosis:9ccs253:Allergy:-0.122 Vital: Wt Percentile-gain7to13 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 698 | OR_unadj: 1.247 [0.851 1.830] | indivs AUC:0.515 Correlated most with: Diagnosis:9ccs5:HIV infectn:-0.110 Newborn Diagnosis:9ccs143:Abdom hernia:0.081 Diagnosis:10ccs238:Complic proc:0.077 Diagnosis:9ccs2604:E Codes: Fire/burn:0.077 Diagnosis:9ccs153:GI hemorrhag:-0.063 Diagnosis:9ccs124:Tonsillitis:0.060 Newborn Diagnosis:9ccs94:Other ear dx:-0.060 Diagnosis:9ccs239:Superfic inj:-0.056 Lab:294199 BILIRUBIN SCAN - LMC:-0.056 Diagnosis:9ccs204:Ot joint dx:0.054 Vital: Wt for Length ZScore-gain0to3 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1309 | OR_unadj: 1.211 [0.926 1.584] | indivs AUC:0.579 Correlated most with: Diagnosis:9ccs219:Low birth wt:-0.096 Newborn Diagnosis:9ccs219:Low birth wt:-0.095 Diagnosis:10ccs58:Ot nutrit dx:0.069 Diagnosis:9ccs222:Perint jaund:-0.067 Newborn Diagnosis:9ccs224:Ot perint dx:0.064 Lab:296169 RETICULOCYTE COUNT- LMC:0.062 Diagnosis:9ccs2603:E Codes: Fall:0.062 Diagnosis:9ccs236:Opn wnd extr:0.060 Newborn Diagnosis:9ccs256:Exam/eval:-0.057 Diagnosis:9ccs161:Ot dx kidney:0.054 Newborn Diagnosis:9ccs219:Low birth wt | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 102 | OR_unadj: 1.051 [0.606 1.824] | indivs AUC:0.494 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:1.000 Diagnosis:9ccs219:Low birth wt:0.413 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.312 Newborn Diagnosis:9ccs256:Exam/eval:0.306 Newborn Diagnosis:9ccs221:Resp distres:0.272 Newborn Diagnosis:9ccs222:Perint jaund:0.264 Newborn Diagnosis:9ccs253:Allergy:0.240 Diagnosis:9ccs74:Ot mentl cnd:0.126 Newborn Diagnosis:9ccs94:Other ear dx:-0.120 Diagnosis:9ccs143:Abdom hernia:0.104 Vital: Wt for Length ZScore-avg0to1 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1309 | OR_unadj: 1.211 [0.926 1.584] | indivs AUC:0.579 Correlated most with: Diagnosis:9ccs219:Low birth wt:-0.096 Newborn Diagnosis:9ccs219:Low birth wt:-0.095 Diagnosis:10ccs58:Ot nutrit dx:0.069 Diagnosis:9ccs222:Perint jaund:-0.067 Newborn Diagnosis:9ccs224:Ot perint dx:0.064 Lab:296169 RETICULOCYTE COUNT- LMC:0.062 Diagnosis:9ccs2603:E Codes: Fall:0.062 Diagnosis:9ccs236:Opn wnd extr:0.060 Newborn Diagnosis:9ccs256:Exam/eval:-0.057 Diagnosis:9ccs161:Ot dx kidney:0.054 * Vital: Wt Change-avg16to19 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 712 | OR_unadj: 1.794 [1.198 2.685] | indivs AUC:0.516 Correlated most with: Number of Visits:-0.238 Diagnosis:9ccs90:Eye infectn:-0.120 Diagnosis:9ccs257:Ot aftercare:-0.120 Diagnosis:9ccs10:Immuniz/scrn:-0.119 Diagnosis:9ccs135:Intest infct:-0.119 Diagnosis:9ccs126:Ot up rsp in:-0.116 Diagnosis:9ccs92:Otitis media:-0.111 Diagnosis:9ccs242:Poisn ot med:-0.100 Diagnosis:9ccs7:Viral infect:-0.099 Diagnosis:9ccs133:Oth low resp:-0.093 * Vital: Ht Percentile-latest | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1043 | OR_unadj: 1.325 [1.003 1.751] | indivs AUC:0.562 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.098 Diagnosis:9ccs89:Blindness:0.081 Diagnosis:9ccs128:Asthma:0.065 Lab:294203 BILIRUBIN TOTAL - LMC:-0.064 Newborn Diagnosis:9ccs214:GI cong anom:0.060 Newborn Diagnosis:9ccs215:gu cong anom:0.059 Newborn Diagnosis:9ccs200:Oth skin dx:-0.058 Diagnosis:9ccs2:Septicemia:0.054 Newborn Diagnosis:9ccs5:HIV infectn:-0.053 Diagnosis:9ccs137:Mouth dx:0.052 * Vital: Wt for Len Percentile-gain3to7 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 947 | OR_unadj: 1.643 [1.240 2.177] | indivs AUC:0.541 Correlated most with: Diagnosis:9ccs155:Other GI dx:-0.100 Diagnosis:9ccs59:Anemia:0.062 Diagnosis:9ccs211:Ot conn tiss:0.058 Diagnosis:9ccs137:Mouth dx:0.058 Diagnosis:9ccs128:Asthma:0.054 Diagnosis:9ccs153:GI hemorrhag:-0.053 Diagnosis:9ccs5:HIV infectn:0.053 Lab:292208 CBC/DIFF/PLT - Sunrise:0.051 Diagnosis:9ccs140:Gastritis:-0.049 Newborn Diagnosis:9ccs133:Oth low resp:0.048 * Vital: Wt Percentile-gain0to24 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 906 | OR_unadj: 1.985 [1.512 2.606] | indivs AUC:0.707 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.101 Newborn Diagnosis:9ccs5:HIV infectn:-0.088 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.077 Newborn Diagnosis:9ccs59:Anemia:-0.077 Lab:294147 FREE T4 - LMC:0.068 Diagnosis:9ccs245:Syncope:-0.068 Newborn Diagnosis:9ccs219:Low birth wt:-0.065 Diagnosis:9ccs89:Blindness:0.062 Diagnosis:9ccs199:Ulcer skin:-0.062 Diagnosis:9ccs253:Allergy:0.057 Vital: Ht-avg19to24 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1340 | OR_unadj: 1.266 [0.970 1.652] | indivs AUC:0.550 Correlated most with: Diagnosis:9ccs221:Resp distres:0.091 Diagnosis:9ccs128:Asthma:0.088 Number of Visits:0.085 Newborn Diagnosis:9ccs219:Low birth wt:-0.084 Diagnosis:9ccs200:Oth skin dx:0.083 Newborn Diagnosis:9ccs5:HIV infectn:-0.075 Diagnosis:9ccs64:Ot hematl dx:0.074 Lab:294495 LEAD, BLOOD - LMC:0.070 Diagnosis:9ccs259:Unclassified:0.068 Lab:323825 STREP SCREEN THROAT - Sunrise:0.067 Vital: Ht Percentile-avg10to13 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 671 | OR_unadj: 1.232 [0.896 1.694] | indivs AUC:0.559 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.102 Diagnosis:9ccs230:Fx leg:-0.064 Diagnosis:9ccs89:Blindness:0.061 Diagnosis:10ccs58:Ot nutrit dx:0.059 Newborn Diagnosis:9ccs221:Resp distres:-0.055 Lab:323825 STREP SCREEN THROAT - Sunrise:0.052 Newborn Diagnosis:9ccs220:Birth asphyx:-0.052 Diagnosis:9ccs256:Exam/eval:0.051 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.050 Diagnosis:9ccs70:Schizo/rl dx:0.049 Vital: Ht-gain0to24 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1325 | OR_unadj: 1.215 [0.931 1.585] | indivs AUC:0.551 Correlated most with: Diagnosis:9ccs221:Resp distres:0.092 Diagnosis:9ccs200:Oth skin dx:0.088 Newborn Diagnosis:9ccs219:Low birth wt:-0.087 Diagnosis:9ccs128:Asthma:0.083 Number of Visits:0.082 Newborn Diagnosis:9ccs5:HIV infectn:-0.075 Diagnosis:9ccs64:Ot hematl dx:0.075 Diagnosis:9ccs259:Unclassified:0.072 Lab:294495 LEAD, BLOOD - LMC:0.070 Lab:323825 STREP SCREEN THROAT - Sunrise:0.067 * Vital: Wt Percentile-avg13to16 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 679 | OR_unadj: 1.935 [1.451 2.581] | indivs AUC:0.643 Correlated most with: Diagnosis:9ccs230:Fx leg:-0.089 Diagnosis:9ccs199:Ulcer skin:-0.069 Diagnosis:9ccs242:Poisn ot med:0.067 Diagnosis:9ccs89:Blindness:0.063 Lab:294199 BILIRUBIN SCAN - LMC:-0.061 Newborn Diagnosis:9ccs214:GI cong anom:0.060 Diagnosis:9ccs204:Ot joint dx:0.059 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.056 Diagnosis:9ccs117:Ot circul dx:-0.054 Lab:323825 STREP SCREEN THROAT - Sunrise:0.053 * Vital: RR-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 725 | OR_unadj: 0.663 [0.457 0.960] | indivs AUC:0.444 Correlated most with: Diagnosis:9ccs151:Oth liver dx:0.128 Diagnosis:9ccs10:Immuniz/scrn:0.079 Diagnosis:9ccs73:Preadult dx:-0.079 Diagnosis:9ccs257:Ot aftercare:0.074 Diagnosis:9ccs222:Perint jaund:0.073 Newborn Diagnosis:9ccs219:Low birth wt:0.070 Diagnosis:9ccs223:Birth trauma:0.066 Newborn Diagnosis:9ccs197:Skin infectn:0.065 Diagnosis:9ccs224:Ot perint dx:0.064 Diagnosis:9ccs128:Asthma:0.063 * Vital: BMI Percentile-avg19to24 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 288 | OR_unadj: 1.640 [1.099 2.447] | indivs AUC:0.528 Correlated most with: Newborn Diagnosis:9ccs59:Anemia:-0.115 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.115 Diagnosis:9ccs259:Unclassified:-0.113 Diagnosis:9ccs44:Neoplsm unsp:-0.108 Diagnosis:9ccs70:Schizo/rl dx:-0.092 Lab:296169 RETICULOCYTE COUNT- LMC:0.081 Diagnosis:9ccs196:Nml preg/del:-0.069 Diagnosis:9ccs215:gu cong anom:0.066 Diagnosis:9ccs118:Phlebitis:0.064 Diagnosis:9ccs240:Burns:-0.063 * Vital: Wt Percentile-avg7to10 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 548 | OR_unadj: 1.684 [1.224 2.316] | indivs AUC:0.570 Correlated most with: Diagnosis:9ccs230:Fx leg:-0.098 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.083 Diagnosis:9ccs199:Ulcer skin:-0.081 Newborn Diagnosis:9ccs200:Oth skin dx:-0.080 Diagnosis:9ccs245:Syncope:-0.078 Diagnosis:9ccs171:Menstrual dx:-0.076 Newborn Diagnosis:9ccs219:Low birth wt:-0.074 Diagnosis:9ccs208:Acq foot def:0.074 Lab:294199 BILIRUBIN SCAN - LMC:-0.067 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.060 * Vital: Wt Percentile-gain13to19 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 826 | OR_unadj: 0.644 [0.432 0.961] | indivs AUC:0.495 Correlated most with: Newborn Diagnosis:9ccs143:Abdom hernia:-0.086 Diagnosis:9ccs0:No DX:0.079 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.078 Diagnosis:9ccs257:Ot aftercare:0.076 Diagnosis:9ccs49:DiabMel no c:0.064 Diagnosis:9ccs91:Other eye dx:-0.063 Diagnosis:9ccs128:Asthma:0.056 Diagnosis:9ccs208:Acq foot def:0.055 Diagnosis:9ccs7:Viral infect:0.055 Number of Visits:0.052 Vital: Wt Change-avg10to13 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 631 | OR_unadj: 1.185 [0.802 1.752] | indivs AUC:0.443 Correlated most with: Diagnosis:9ccs256:Exam/eval:0.095 Number of Visits:-0.083 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.078 Diagnosis:9ccs133:Oth low resp:-0.078 Diagnosis:9ccs136:Teeth dx:-0.078 Diagnosis:9ccs125:Bronchitis:-0.077 Diagnosis:9ccs96:Hrt valve dx:-0.070 Diagnosis:9ccs113:Late eff CVD:0.063 Diagnosis:9ccs128:Asthma:-0.063 Newborn Diagnosis:9ccs143:Abdom hernia:0.062 * Vital: HC-avg19to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 917 | OR_unadj: 1.767 [1.333 2.341] | indivs AUC:0.534 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.119 Newborn Diagnosis:9ccs5:HIV infectn:-0.105 Diagnosis:9ccs83:Epilepsy/cnv:-0.101 Diagnosis:9ccs90:Eye infectn:0.070 Diagnosis:9ccs70:Schizo/rl dx:-0.065 Diagnosis:9ccs94:Other ear dx:-0.063 Diagnosis:9ccs49:DiabMel no c:0.063 Diagnosis:9ccs247:Lymph enlarg:0.062 Diagnosis:9ccs87:Retinal dx:-0.061 Newborn Diagnosis:9ccs197:Skin infectn:-0.057 Vital: HR-avg7to10 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 420 | OR_unadj: 0.906 [0.585 1.403] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs106:Dysrhythmia:0.125 Lab:292208 CBC/DIFF/PLT - Sunrise:-0.089 Diagnosis:9ccs10:Immuniz/scrn:0.089 Diagnosis:9ccs217:Ot cong anom:0.086 Diagnosis:9ccs231:Oth fracture:0.083 Diagnosis:9ccs125:Bronchitis:0.082 Diagnosis:9ccs229:Fx arm:0.080 Diagnosis:9ccs257:Ot aftercare:0.064 Diagnosis:9ccs7:Viral infect:0.063 Diagnosis:9ccs76:Meningitis:-0.063 Vital: Ht Percentile-gain13to19 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 832 | OR_unadj: 0.955 [0.693 1.316] | indivs AUC:0.478 Correlated most with: Newborn Diagnosis:9ccs143:Abdom hernia:-0.085 Diagnosis:9ccs171:Menstrual dx:-0.082 Diagnosis:9ccs49:DiabMel no c:0.071 Diagnosis:9ccs136:Teeth dx:-0.064 Diagnosis:9ccs163:Other GU dx:0.057 Diagnosis:9ccs208:Acq foot def:0.051 Diagnosis:9ccs211:Ot conn tiss:0.051 Newborn Diagnosis:9ccs215:gu cong anom:0.051 Diagnosis:9ccs125:Bronchitis:0.051 Diagnosis:9ccs143:Abdom hernia:-0.051 * Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1406 | OR_unadj: 0.719 [0.517 0.999] | indivs AUC:0.515 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:1.000 Diagnosis:9ccs255:Social admin:0.458 Diagnosis:9ccs126:Ot up rsp in:0.312 Number of Visits:0.277 Diagnosis:9ccs7:Viral infect:0.207 Diagnosis:9ccs257:Ot aftercare:0.194 Diagnosis:9ccs92:Otitis media:0.191 Diagnosis:9ccs253:Allergy:0.179 Diagnosis:9ccs135:Intest infct:0.147 Diagnosis:9ccs90:Eye infectn:0.143 * Vital: HC-gain0to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 903 | OR_unadj: 1.731 [1.303 2.298] | indivs AUC:0.539 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.120 Newborn Diagnosis:9ccs5:HIV infectn:-0.106 Diagnosis:9ccs83:Epilepsy/cnv:-0.102 Diagnosis:9ccs90:Eye infectn:0.069 Diagnosis:9ccs94:Other ear dx:-0.066 Diagnosis:9ccs70:Schizo/rl dx:-0.065 Diagnosis:9ccs49:DiabMel no c:0.063 Diagnosis:9ccs87:Retinal dx:-0.061 Newborn Diagnosis:9ccs197:Skin infectn:-0.058 Diagnosis:9ccs247:Lymph enlarg:0.058 Newborn Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 169 | OR_unadj: 1.244 [0.818 1.892] | indivs AUC:0.503 Correlated most with: Newborn Diagnosis:9ccs222:Perint jaund:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.264 Newborn Diagnosis:9ccs256:Exam/eval:0.192 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.181 Newborn Diagnosis:9ccs253:Allergy:0.154 Newborn Diagnosis:9ccs221:Resp distres:0.149 Diagnosis:9ccs219:Low birth wt:0.119 Diagnosis:9ccs222:Perint jaund:0.115 Newborn Diagnosis:9ccs224:Ot perint dx:0.105 Number of Visits:0.103 Vital: HR-avg13to16 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 363 | OR_unadj: 1.048 [0.669 1.642] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs2620:E Codes: Unspecified:0.129 Diagnosis:9ccs140:Gastritis:0.111 Diagnosis:9ccs105:Conduction:-0.106 Diagnosis:9ccs240:Burns:0.076 Diagnosis:9ccs106:Dysrhythmia:-0.075 Diagnosis:9ccs168:PID:0.074 Diagnosis:9ccs10:Immuniz/scrn:0.068 Diagnosis:9ccs163:Other GU dx:0.068 Diagnosis:9ccs190:Fetal distrs:0.068 Diagnosis:9ccs257:Ot aftercare:0.065 Vital: Ht Percentile-gain10to16 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 768 | OR_unadj: 0.941 [0.680 1.302] | indivs AUC:0.513 Correlated most with: Newborn Diagnosis:9ccs55:Fluid/elc dx:0.094 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.085 Newborn Diagnosis:9ccs214:GI cong anom:0.084 Lab:294495 LEAD, BLOOD - LMC:0.084 Diagnosis:9ccs125:Bronchitis:-0.077 Lab:295669 BILIRUBIN DIRECT - LMC:-0.069 Diagnosis:9ccs0:No DX:0.063 Diagnosis:9ccs96:Hrt valve dx:-0.062 Diagnosis:9ccs223:Birth trauma:-0.053 Diagnosis:9ccs2:Septicemia:-0.051 Vital: Ht Percentile-gain7to13 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 713 | OR_unadj: 1.104 [0.782 1.559] | indivs AUC:0.479 Correlated most with: Diagnosis:9ccs120:Hemmorhoids:0.080 Diagnosis:9ccs245:Syncope:-0.076 Newborn Diagnosis:9ccs94:Other ear dx:-0.072 Diagnosis:9ccs217:Ot cong anom:-0.070 Diagnosis:9ccs2604:E Codes: Fire/burn:0.068 Diagnosis:10ccs238:Complic proc:0.068 Diagnosis:9ccs124:Tonsillitis:0.066 Diagnosis:10ccs58:Ot nutrit dx:0.065 Newborn Diagnosis:9ccs143:Abdom hernia:0.065 Diagnosis:9ccs219:Low birth wt:0.064 * Vital: Ht Percentile-gain0to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 899 | OR_unadj: 1.356 [1.016 1.808] | indivs AUC:0.595 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.083 Diagnosis:9ccs89:Blindness:0.078 Diagnosis:9ccs128:Asthma:0.077 Newborn Diagnosis:9ccs214:GI cong anom:0.069 Lab:294203 BILIRUBIN TOTAL - LMC:-0.064 Lab:294495 LEAD, BLOOD - LMC:0.063 Lab:323825 STREP SCREEN THROAT - Sunrise:0.062 Diagnosis:9ccs64:Ot hematl dx:0.061 Newborn Diagnosis:9ccs5:HIV infectn:-0.060 Newborn Diagnosis:9ccs215:gu cong anom:0.055 Vital: Wt Percentile-gain10to16 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 753 | OR_unadj: 0.793 [0.556 1.132] | indivs AUC:0.490 Correlated most with: Diagnosis:9ccs5:HIV infectn:0.094 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.080 Newborn Diagnosis:9ccs214:GI cong anom:0.070 Lab:292495 LEAD LEVEL - Sunrise:0.067 Diagnosis:9ccs213:Cardiac anom:-0.062 Diagnosis:9ccs0:No DX:0.062 Diagnosis:9ccs96:Hrt valve dx:-0.054 Lab:294203 BILIRUBIN TOTAL - LMC:0.048 Diagnosis:9ccs137:Mouth dx:-0.048 Diagnosis:9ccs197:Skin infectn:0.044 Vital: Wt Change-avg13to16 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 654 | OR_unadj: 1.355 [0.943 1.946] | indivs AUC:0.524 Correlated most with: Number of Visits:-0.118 Newborn Diagnosis:9ccs143:Abdom hernia:0.110 Diagnosis:9ccs126:Ot up rsp in:-0.089 Diagnosis:9ccs63:Wht blood dx:0.082 Diagnosis:9ccs155:Other GI dx:-0.082 Diagnosis:9ccs133:Oth low resp:-0.079 Newborn Diagnosis:9ccs221:Resp distres:0.078 Diagnosis:9ccs143:Abdom hernia:0.077 Diagnosis:9ccs125:Bronchitis:-0.073 Diagnosis:9ccs136:Teeth dx:-0.070 Vital: Ht Percentile-gain1to5 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 465 | OR_unadj: 0.736 [0.477 1.135] | indivs AUC:0.478 Correlated most with: Diagnosis:9ccs195:Ot compl bir:-0.087 Diagnosis:9ccs252:Fatigue:-0.075 Newborn Diagnosis:9ccs197:Skin infectn:-0.067 Diagnosis:9ccs242:Poisn ot med:0.066 Newborn Diagnosis:9ccs143:Abdom hernia:0.064 Diagnosis:9ccs140:Gastritis:-0.061 Diagnosis:9ccs48:Thyroid dsor:-0.060 Diagnosis:9ccs96:Hrt valve dx:-0.058 Newborn Diagnosis:9ccs222:Perint jaund:0.056 Diagnosis:9ccs213:Cardiac anom:-0.051 Diagnosis:9ccs253:Allergy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 840 | OR_unadj: 0.970 [0.744 1.266] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs253:Allergy:1.000 Number of Visits:0.271 Diagnosis:9ccs255:Social admin:0.212 Diagnosis:9ccs200:Oth skin dx:0.201 Diagnosis:9ccs10:Immuniz/scrn:0.179 Diagnosis:9ccs4:Mycoses:0.177 Diagnosis:9ccs126:Ot up rsp in:0.157 Diagnosis:9ccs257:Ot aftercare:0.157 Diagnosis:9ccs7:Viral infect:0.155 Diagnosis:9ccs239:Superfic inj:0.139 Vital: HR-avg16to19 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 364 | OR_unadj: 0.933 [0.582 1.496] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs106:Dysrhythmia:0.124 Diagnosis:9ccs240:Burns:0.086 Diagnosis:9ccs217:Ot cong anom:0.077 Diagnosis:9ccs161:Ot dx kidney:0.073 Diagnosis:9ccs63:Wht blood dx:0.071 Diagnosis:9ccs90:Eye infectn:0.071 Diagnosis:9ccs219:Low birth wt:0.070 Diagnosis:9ccs159:UTI:0.063 Diagnosis:9ccs91:Other eye dx:0.061 Diagnosis:9ccs230:Fx leg:-0.059 Newborn Diagnosis:9ccs253:Allergy | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 10 | OR_unadj: 1.411 [0.298 6.685] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs253:Allergy:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.240 Diagnosis:9ccs245:Syncope:0.222 Newborn Diagnosis:9ccs221:Resp distres:0.220 Newborn Diagnosis:9ccs222:Perint jaund:0.154 Diagnosis:9ccs215:gu cong anom:0.152 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.122 Newborn Diagnosis:9ccs94:Other ear dx:-0.115 Newborn Diagnosis:9ccs256:Exam/eval:0.108 Diagnosis:9ccs64:Ot hematl dx:0.107 Vital: Ht Percentile-avg13to16 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 688 | OR_unadj: 1.313 [0.962 1.791] | indivs AUC:0.508 Correlated most with: Diagnosis:10ccs58:Ot nutrit dx:0.089 Lab:323825 STREP SCREEN THROAT - Sunrise:0.084 Newborn Diagnosis:9ccs219:Low birth wt:-0.082 Newborn Diagnosis:9ccs221:Resp distres:-0.071 Newborn Diagnosis:9ccs214:GI cong anom:0.068 Diagnosis:9ccs242:Poisn ot med:0.066 Diagnosis:9ccs171:Menstrual dx:0.065 Diagnosis:9ccs2603:E Codes: Fall:0.060 Diagnosis:9ccs90:Eye infectn:0.058 Newborn Diagnosis:9ccs200:Oth skin dx:-0.057 Vital: Ht Percentile-avg16to19 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 749 | OR_unadj: 1.248 [0.920 1.693] | indivs AUC:0.505 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:0.081 Newborn Diagnosis:9ccs219:Low birth wt:-0.078 Diagnosis:9ccs128:Asthma:0.071 Diagnosis:9ccs89:Blindness:0.064 Newborn Diagnosis:9ccs59:Anemia:-0.062 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.062 Diagnosis:9ccs51:Ot endo dsor:0.060 Newborn Diagnosis:9ccs215:gu cong anom:0.060 Lab:296169 RETICULOCYTE COUNT- LMC:0.060 Lab:297262 HEMOGLOBIN (HEMOCUE):0.058 Vital: Ht Percentile-gain5to10 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 606 | OR_unadj: 0.842 [0.579 1.225] | indivs AUC:0.463 Correlated most with: Newborn Diagnosis:9ccs143:Abdom hernia:-0.089 Diagnosis:9ccs145:Int obstruct:0.070 Diagnosis:9ccs171:Menstrual dx:0.064 Diagnosis:9ccs89:Blindness:0.063 Diagnosis:9ccs70:Schizo/rl dx:-0.061 Diagnosis:9ccs214:GI cong anom:0.059 Diagnosis:9ccs199:Ulcer skin:0.059 Diagnosis:9ccs167:Breast dx:-0.059 Diagnosis:9ccs113:Late eff CVD:-0.053 Diagnosis:9ccs211:Ot conn tiss:-0.050 Vital: Ht Percentile-avg7to10 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 564 | OR_unadj: 1.079 [0.760 1.532] | indivs AUC:0.530 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.104 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.086 Diagnosis:9ccs230:Fx leg:-0.073 Newborn Diagnosis:9ccs221:Resp distres:-0.066 Diagnosis:9ccs167:Breast dx:-0.064 Newborn Diagnosis:9ccs200:Oth skin dx:-0.062 Diagnosis:9ccs118:Phlebitis:-0.061 Diagnosis:9ccs168:PID:0.059 Diagnosis:9ccs208:Acq foot def:0.057 Diagnosis:9ccs252:Fatigue:0.053 * Newborn Diagnosis:9ccs256:Exam/eval | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 105 | OR_unadj: 1.637 [1.010 2.653] | indivs AUC:0.517 Correlated most with: Newborn Diagnosis:9ccs256:Exam/eval:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.306 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.206 Newborn Diagnosis:9ccs221:Resp distres:0.197 Newborn Diagnosis:9ccs222:Perint jaund:0.192 Diagnosis:9ccs219:Low birth wt:0.187 Newborn Diagnosis:9ccs224:Ot perint dx:0.127 Newborn Diagnosis:9ccs253:Allergy:0.108 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.095 Diagnosis:9ccs87:Retinal dx:0.095 * Vital: Ht Percentile-avg19to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 916 | OR_unadj: 1.365 [1.025 1.817] | indivs AUC:0.591 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.091 Diagnosis:9ccs128:Asthma:0.079 Diagnosis:9ccs89:Blindness:0.079 Newborn Diagnosis:9ccs214:GI cong anom:0.069 Lab:294203 BILIRUBIN TOTAL - LMC:-0.066 Lab:294495 LEAD, BLOOD - LMC:0.062 Lab:323825 STREP SCREEN THROAT - Sunrise:0.061 Diagnosis:9ccs64:Ot hematl dx:0.061 Newborn Diagnosis:9ccs5:HIV infectn:-0.059 Newborn Diagnosis:9ccs215:gu cong anom:0.056 Vital: Wt Percentile-gain1to5 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 439 | OR_unadj: 1.179 [0.767 1.814] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs129:Asp pneumon:0.087 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.070 Newborn Diagnosis:9ccs222:Perint jaund:0.067 Diagnosis:9ccs91:Other eye dx:0.063 Diagnosis:9ccs213:Cardiac anom:-0.062 Diagnosis:9ccs124:Tonsillitis:-0.061 Newborn Diagnosis:9ccs143:Abdom hernia:0.057 Diagnosis:9ccs256:Exam/eval:0.056 Diagnosis:9ccs89:Blindness:0.049 Diagnosis:9ccs96:Hrt valve dx:-0.049 Vital: Wt for Len Percentile-avg3to5 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 228 | OR_unadj: 1.556 [0.962 2.517] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs75:Hx mental dx:0.075 Newborn Diagnosis:9ccs134:Ot uppr resp:0.075 Diagnosis:9ccs120:Hemmorhoids:-0.069 Diagnosis:9ccs136:Teeth dx:0.067 Diagnosis:9ccs155:Other GI dx:0.066 Newborn Diagnosis:9ccs217:Ot cong anom:-0.063 Diagnosis:9ccs16:Liver/ibd ca:-0.058 Diagnosis:9ccs127:COPD:-0.058 Diagnosis:9ccs106:Dysrhythmia:-0.057 Diagnosis:9ccs171:Menstrual dx:-0.057 Diagnosis:9ccs197:Skin infectn | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 171 | OR_unadj: 1.339 [0.889 2.017] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs197:Skin infectn:1.000 Number of Visits:0.102 Diagnosis:9ccs92:Otitis media:0.090 Diagnosis:9ccs136:Teeth dx:0.088 Diagnosis:9ccs137:Mouth dx:0.083 Diagnosis:9ccs239:Superfic inj:0.080 Diagnosis:9ccs229:Fx arm:0.079 Diagnosis:9ccs2:Septicemia:0.079 Diagnosis:9ccs90:Eye infectn:0.077 Diagnosis:9ccs255:Social admin:0.075 Diagnosis:9ccs126:Ot up rsp in | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1234 | OR_unadj: 1.180 [0.868 1.604] | indivs AUC:0.541 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:1.000 Number of Visits:0.430 Diagnosis:9ccs255:Social admin:0.355 Diagnosis:9ccs92:Otitis media:0.337 Diagnosis:9ccs10:Immuniz/scrn:0.312 Diagnosis:9ccs7:Viral infect:0.236 Diagnosis:9ccs257:Ot aftercare:0.228 Diagnosis:9ccs90:Eye infectn:0.191 Diagnosis:9ccs135:Intest infct:0.190 Diagnosis:9ccs133:Oth low resp:0.167 Vital: Ht Percentile-avg3to5 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 415 | OR_unadj: 0.745 [0.479 1.157] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.097 Diagnosis:9ccs44:Neoplsm unsp:0.074 Diagnosis:9ccs61:Sickle cell:-0.068 Newborn Diagnosis:9ccs253:Allergy:-0.067 Diagnosis:9ccs175:Ot femal gen:0.066 Diagnosis:9ccs168:PID:0.065 Newborn Diagnosis:9ccs197:Skin infectn:-0.065 Diagnosis:9ccs96:Hrt valve dx:-0.065 Newborn Diagnosis:9ccs200:Oth skin dx:-0.064 Diagnosis:9ccs118:Phlebitis:-0.059 Vital: BMI Percentile-latest | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 258 | OR_unadj: 1.431 [0.924 2.214] | indivs AUC:0.525 Correlated most with: Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.121 Newborn Diagnosis:9ccs59:Anemia:-0.121 Diagnosis:9ccs259:Unclassified:-0.114 Diagnosis:9ccs70:Schizo/rl dx:-0.097 Lab:296169 RETICULOCYTE COUNT- LMC:0.086 Diagnosis:9ccs58:Ot nutrit dx:0.081 Diagnosis:9ccs188:Pelvic obstr:-0.074 Diagnosis:9ccs196:Nml preg/del:-0.072 Diagnosis:9ccs215:gu cong anom:0.070 Diagnosis:9ccs118:Phlebitis:0.069 Newborn Diagnosis:9ccs94:Other ear dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1642 | OR_unadj: 1.497 [0.635 3.528] | indivs AUC:0.509 Correlated most with: Newborn Diagnosis:9ccs94:Other ear dx:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.316 Newborn Diagnosis:9ccs0:No DX:-0.294 Diagnosis:9ccs87:Retinal dx:-0.131 Diagnosis:9ccs120:Hemmorhoids:-0.131 Newborn Diagnosis:9ccs55:Fluid/elc dx:-0.131 Newborn Diagnosis:9ccs219:Low birth wt:-0.120 Newborn Diagnosis:9ccs253:Allergy:-0.115 Newborn Diagnosis:9ccs214:GI cong anom:-0.090 Newborn Diagnosis:9ccs222:Perint jaund:-0.071 Vital: HR-avg19to24 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 442 | OR_unadj: 0.945 [0.614 1.454] | indivs AUC:0.567 Correlated most with: Diagnosis:9ccs70:Schizo/rl dx:0.140 Diagnosis:9ccs132:Lung externl:-0.090 Diagnosis:9ccs213:Cardiac anom:-0.072 Diagnosis:9ccs245:Syncope:0.069 Newborn Diagnosis:9ccs134:Ot uppr resp:-0.063 Diagnosis:9ccs10:Immuniz/scrn:0.060 Diagnosis:10ccs58:Ot nutrit dx:-0.060 Diagnosis:9ccs231:Oth fracture:0.057 Diagnosis:9ccs251:Abdomnl pain:0.055 Diagnosis:9ccs151:Oth liver dx:0.054 Diagnosis:9ccs257:Ot aftercare | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 730 | OR_unadj: 0.962 [0.735 1.259] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs257:Ot aftercare:1.000 Number of Visits:0.325 Diagnosis:9ccs126:Ot up rsp in:0.228 Diagnosis:9ccs92:Otitis media:0.226 Diagnosis:9ccs125:Bronchitis:0.216 Diagnosis:9ccs10:Immuniz/scrn:0.194 Diagnosis:9ccs255:Social admin:0.190 Diagnosis:9ccs7:Viral infect:0.169 Diagnosis:9ccs253:Allergy:0.157 Diagnosis:9ccs128:Asthma:0.152 Vital: BMI Percentile-gain16to24 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 241 | OR_unadj: 1.517 [0.978 2.352] | indivs AUC:0.523 Correlated most with: Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.129 Newborn Diagnosis:9ccs59:Anemia:-0.129 Diagnosis:9ccs259:Unclassified:-0.114 Diagnosis:9ccs70:Schizo/rl dx:-0.103 Lab:296169 RETICULOCYTE COUNT- LMC:0.091 Diagnosis:9ccs196:Nml preg/del:-0.077 Diagnosis:9ccs58:Ot nutrit dx:0.073 Diagnosis:9ccs215:gu cong anom:0.072 Diagnosis:9ccs240:Burns:-0.071 Diagnosis:9ccs118:Phlebitis:0.070 Vital: HR-avg10to13 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 403 | OR_unadj: 1.043 [0.671 1.621] | indivs AUC:0.460 Correlated most with: Diagnosis:9ccs221:Resp distres:0.123 Diagnosis:9ccs252:Fatigue:0.091 Diagnosis:9ccs10:Immuniz/scrn:0.088 Diagnosis:9ccs212:Ot bone dx:0.069 Newborn Diagnosis:9ccs191:Amnios dx:0.067 Diagnosis:9ccs7:Viral infect:0.061 Diagnosis:9ccs105:Conduction:-0.057 Newborn Diagnosis:9ccs214:GI cong anom:0.057 Diagnosis:9ccs117:Ot circul dx:0.055 Diagnosis:9ccs251:Abdomnl pain:0.055 * Vital: Wt Percentile-avg5to7 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 447 | OR_unadj: 1.467 [1.036 2.078] | indivs AUC:0.563 Correlated most with: Diagnosis:9ccs230:Fx leg:-0.105 Newborn Diagnosis:9ccs219:Low birth wt:-0.091 Lab:294199 BILIRUBIN SCAN - LMC:-0.088 Diagnosis:9ccs208:Acq foot def:0.086 Diagnosis:9ccs217:Ot cong anom:-0.077 Newborn Diagnosis:9ccs200:Oth skin dx:-0.075 Diagnosis:9ccs117:Ot circul dx:-0.069 Diagnosis:9ccs242:Poisn ot med:0.067 Diagnosis:9ccs92:Otitis media:0.065 Newborn Diagnosis:9ccs221:Resp distres:-0.064 Vital: BMI Percentile-gain0to24 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 241 | OR_unadj: 1.517 [0.978 2.352] | indivs AUC:0.523 Correlated most with: Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.129 Newborn Diagnosis:9ccs59:Anemia:-0.129 Diagnosis:9ccs259:Unclassified:-0.114 Diagnosis:9ccs70:Schizo/rl dx:-0.103 Lab:296169 RETICULOCYTE COUNT- LMC:0.091 Diagnosis:9ccs196:Nml preg/del:-0.077 Diagnosis:9ccs58:Ot nutrit dx:0.073 Diagnosis:9ccs215:gu cong anom:0.072 Diagnosis:9ccs240:Burns:-0.071 Diagnosis:9ccs118:Phlebitis:0.070 Vital: Ht Percentile-gain3to7 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 513 | OR_unadj: 0.862 [0.579 1.284] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs70:Schizo/rl dx:0.099 Diagnosis:9ccs145:Int obstruct:-0.089 Diagnosis:9ccs92:Otitis media:0.085 Lab:306025 PPD:0.075 Diagnosis:9ccs136:Teeth dx:0.069 Diagnosis:9ccs74:Ot mentl cnd:0.066 Diagnosis:9ccs2620:E Codes: Unspecified:0.064 Diagnosis:9ccs113:Late eff CVD:0.062 Diagnosis:9ccs161:Ot dx kidney:0.061 Diagnosis:9ccs59:Anemia:0.060 Diagnosis:9ccs7:Viral infect | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 718 | OR_unadj: 0.855 [0.651 1.122] | indivs AUC:0.467 Correlated most with: Diagnosis:9ccs7:Viral infect:1.000 Number of Visits:0.408 Diagnosis:9ccs126:Ot up rsp in:0.236 Diagnosis:9ccs10:Immuniz/scrn:0.207 Diagnosis:9ccs90:Eye infectn:0.205 Diagnosis:9ccs255:Social admin:0.187 Diagnosis:9ccs133:Oth low resp:0.182 Diagnosis:9ccs92:Otitis media:0.174 Diagnosis:9ccs257:Ot aftercare:0.169 Diagnosis:9ccs125:Bronchitis:0.159 Vital: Wt Percentile-gain5to10 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 582 | OR_unadj: 1.002 [0.659 1.525] | indivs AUC:0.473 Correlated most with: Newborn Diagnosis:9ccs143:Abdom hernia:-0.093 Diagnosis:9ccs5:HIV infectn:0.091 Diagnosis:9ccs254:Rehab:0.090 Diagnosis:9ccs145:Int obstruct:0.079 Newborn Diagnosis:9ccs253:Allergy:0.068 Diagnosis:9ccs89:Blindness:0.068 Newborn Diagnosis:9ccs220:Birth asphyx:0.066 Lab:292495 LEAD LEVEL - Sunrise:0.062 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.062 Diagnosis:9ccs211:Ot conn tiss:-0.059 Vital: Ht Percentile-avg5to7 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 465 | OR_unadj: 1.007 [0.684 1.483] | indivs AUC:0.524 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.108 Newborn Diagnosis:9ccs200:Oth skin dx:-0.081 Newborn Diagnosis:9ccs221:Resp distres:-0.069 Diagnosis:9ccs70:Schizo/rl dx:0.067 Diagnosis:9ccs63:Wht blood dx:0.065 Diagnosis:9ccs230:Fx leg:-0.063 Diagnosis:9ccs118:Phlebitis:-0.062 Diagnosis:9ccs222:Perint jaund:0.062 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.060 Diagnosis:9ccs140:Gastritis:-0.058 Newborn Diagnosis:9ccs0:No DX | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs0:No DX:1.000 Newborn Diagnosis:9ccs94:Other ear dx:-0.294 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.234 Diagnosis:9ccs214:GI cong anom:0.125 Diagnosis:9ccs209:Ot acq defor:0.075 Diagnosis:9ccs2603:E Codes: Fall:0.071 Diagnosis:9ccs126:Ot up rsp in:-0.040 Diagnosis:9ccs255:Social admin:-0.038 Newborn Diagnosis:9ccs224:Ot perint dx:-0.035 Diagnosis:9ccs253:Allergy:0.033 Vital: Wt Change-avg7to10 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 515 | OR_unadj: 0.986 [0.640 1.520] | indivs AUC:0.446 Correlated most with: Diagnosis:9ccs199:Ulcer skin:0.220 Diagnosis:9ccs252:Fatigue:0.116 Newborn Diagnosis:9ccs220:Birth asphyx:0.105 Diagnosis:9ccs145:Int obstruct:-0.102 Newborn Diagnosis:9ccs214:GI cong anom:0.096 Diagnosis:9ccs47:Ot bnign neo:0.073 Diagnosis:9ccs256:Exam/eval:0.069 Diagnosis:9ccs125:Bronchitis:-0.065 Diagnosis:9ccs259:Unclassified:-0.057 Diagnosis:9ccs190:Fetal distrs:0.055 Vital: HR-avg1to3 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 273 | OR_unadj: 0.877 [0.537 1.434] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs117:Ot circul dx:0.089 Diagnosis:9ccs259:Unclassified:0.080 Diagnosis:9ccs214:GI cong anom:-0.079 Diagnosis:9ccs167:Breast dx:0.072 Newborn Diagnosis:9ccs256:Exam/eval:0.072 Diagnosis:9ccs244:Other injury:0.063 Diagnosis:9ccs122:Pneumonia:-0.062 Newborn Diagnosis:9ccs219:Low birth wt:0.060 Diagnosis:9ccs10:Immuniz/scrn:0.057 Diagnosis:9ccs198:Ot infl skin:0.057 Diagnosis:9ccs92:Otitis media | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 737 | OR_unadj: 1.137 [0.871 1.485] | indivs AUC:0.553 Correlated most with: Diagnosis:9ccs92:Otitis media:1.000 Number of Visits:0.408 Diagnosis:9ccs126:Ot up rsp in:0.337 Diagnosis:9ccs90:Eye infectn:0.231 Diagnosis:9ccs125:Bronchitis:0.228 Diagnosis:9ccs257:Ot aftercare:0.226 Diagnosis:9ccs255:Social admin:0.192 Diagnosis:9ccs10:Immuniz/scrn:0.191 Diagnosis:9ccs135:Intest infct:0.183 Diagnosis:9ccs7:Viral infect:0.174 Vital: HR-avg3to5 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 237 | OR_unadj: 0.904 [0.524 1.561] | indivs AUC:0.523 Correlated most with: Newborn Diagnosis:9ccs133:Oth low resp:0.222 Newborn Diagnosis:9ccs256:Exam/eval:0.091 Diagnosis:9ccs167:Breast dx:0.081 Diagnosis:9ccs254:Rehab:0.075 Diagnosis:9ccs106:Dysrhythmia:0.071 MatDeliveryAge:0.068 Newborn Diagnosis:9ccs221:Resp distres:0.067 Diagnosis:9ccs161:Ot dx kidney:0.066 Newborn Diagnosis:9ccs223:Birth trauma:-0.064 Diagnosis:9ccs74:Ot mentl cnd:-0.061 Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 446 | OR_unadj: 0.796 [0.581 1.090] | indivs AUC:0.428 Correlated most with: Diagnosis:9ccs155:Other GI dx:1.000 Number of Visits:0.304 Diagnosis:9ccs200:Oth skin dx:0.168 Diagnosis:9ccs7:Viral infect:0.153 Diagnosis:9ccs126:Ot up rsp in:0.144 Diagnosis:9ccs239:Superfic inj:0.136 Diagnosis:9ccs10:Immuniz/scrn:0.130 Diagnosis:9ccs250:Nausea/vomit:0.124 Diagnosis:9ccs133:Oth low resp:0.116 Diagnosis:9ccs91:Other eye dx:0.113 Vital: RR-avg7to10 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 231 | OR_unadj: 0.785 [0.423 1.459] | indivs AUC:0.514 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:0.128 Diagnosis:9ccs125:Bronchitis:0.117 Diagnosis:9ccs106:Dysrhythmia:0.102 Diagnosis:9ccs257:Ot aftercare:0.095 Lab:292208 CBC/DIFF/PLT - Sunrise:-0.091 Diagnosis:9ccs90:Eye infectn:0.083 Diagnosis:9ccs7:Viral infect:0.081 Diagnosis:9ccs232:Sprain:-0.079 Diagnosis:9ccs247:Lymph enlarg:0.073 Diagnosis:9ccs133:Oth low resp:0.062 Vital: Wt Change-avg5to7 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 420 | OR_unadj: 0.968 [0.619 1.514] | indivs AUC:0.474 Correlated most with: Diagnosis:9ccs145:Int obstruct:0.122 Newborn Diagnosis:9ccs197:Skin infectn:0.093 Diagnosis:9ccs252:Fatigue:0.083 Newborn Diagnosis:9ccs214:GI cong anom:0.074 Diagnosis:9ccs124:Tonsillitis:-0.068 Diagnosis:9ccs47:Ot bnign neo:0.065 Diagnosis:9ccs208:Acq foot def:0.059 Lab:295669 BILIRUBIN DIRECT - LMC:0.054 Lab:306025 PPD:-0.054 Diagnosis:9ccs243:Poisn nonmed:-0.053 * Vital: Wt Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 408 | OR_unadj: 1.512 [1.054 2.171] | indivs AUC:0.532 Correlated most with: Diagnosis:9ccs195:Ot compl bir:-0.107 Diagnosis:9ccs117:Ot circul dx:-0.095 Newborn Diagnosis:9ccs200:Oth skin dx:-0.094 Newborn Diagnosis:9ccs219:Low birth wt:-0.089 Diagnosis:9ccs242:Poisn ot med:0.079 Diagnosis:9ccs118:Phlebitis:-0.075 Diagnosis:9ccs217:Ot cong anom:-0.074 Diagnosis:9ccs61:Sickle cell:-0.069 Diagnosis:9ccs208:Acq foot def:0.067 Diagnosis:9ccs256:Exam/eval:0.057 * Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 461 | OR_unadj: 0.717 [0.522 0.985] | indivs AUC:0.465 Correlated most with: Diagnosis:9ccs200:Oth skin dx:1.000 Number of Visits:0.231 Diagnosis:9ccs253:Allergy:0.201 Diagnosis:9ccs155:Other GI dx:0.168 Diagnosis:9ccs7:Viral infect:0.158 Diagnosis:9ccs256:Exam/eval:0.140 Diagnosis:9ccs239:Superfic inj:0.138 Diagnosis:9ccs126:Ot up rsp in:0.119 Diagnosis:9ccs255:Social admin:0.113 Diagnosis:9ccs10:Immuniz/scrn:0.106 * Diagnosis:9ccs222:Perint jaund | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 174 | OR_unadj: 0.582 [0.346 0.978] | indivs AUC:0.466 Correlated most with: Diagnosis:9ccs222:Perint jaund:1.000 Diagnosis:9ccs151:Oth liver dx:0.187 Lab:294203 BILIRUBIN TOTAL - LMC:-0.151 Newborn Diagnosis:9ccs222:Perint jaund:0.115 Diagnosis:9ccs188:Pelvic obstr:0.102 Diagnosis:9ccs155:Other GI dx:0.090 Diagnosis:9ccs257:Ot aftercare:0.087 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.077 Diagnosis:9ccs154:Gastroent:0.075 Diagnosis:9ccs228:Fx skull fac:0.072 * Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 160 | OR_unadj: 1.600 [1.067 2.397] | indivs AUC:0.527 Correlated most with: Diagnosis:9ccs58:Ot nutrit dx:1.000 Number of Visits:0.140 Diagnosis:9ccs74:Ot mentl cnd:0.102 Lab:294203 BILIRUBIN TOTAL - LMC:0.092 Diagnosis:9ccs256:Exam/eval:0.090 Diagnosis:9ccs253:Allergy:0.088 Diagnosis:9ccs155:Other GI dx:0.087 Diagnosis:9ccs134:Ot uppr resp:0.085 Diagnosis:9ccs250:Nausea/vomit:0.078 Diagnosis:9ccs132:Lung externl:0.075 Vital: HR-avg5to7 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 274 | OR_unadj: 0.881 [0.526 1.476] | indivs AUC:0.533 Correlated most with: Diagnosis:9ccs145:Int obstruct:-0.133 Diagnosis:9ccs246:FUO:-0.104 Newborn Diagnosis:9ccs94:Other ear dx:-0.077 Newborn Diagnosis:9ccs221:Resp distres:0.075 Diagnosis:9ccs125:Bronchitis:0.073 Lab:294147 FREE T4 - LMC:0.072 Diagnosis:9ccs244:Other injury:0.068 Diagnosis:9ccs135:Intest infct:0.068 Diagnosis:9ccs10:Immuniz/scrn:0.065 Number of Visits:0.065 Diagnosis:9ccs125:Bronchitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 394 | OR_unadj: 0.939 [0.683 1.292] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs125:Bronchitis:1.000 Number of Visits:0.248 Diagnosis:9ccs128:Asthma:0.241 Diagnosis:9ccs92:Otitis media:0.228 Diagnosis:9ccs257:Ot aftercare:0.216 Diagnosis:9ccs126:Ot up rsp in:0.165 Diagnosis:9ccs122:Pneumonia:0.164 Diagnosis:9ccs7:Viral infect:0.159 Diagnosis:9ccs133:Oth low resp:0.156 Diagnosis:9ccs135:Intest infct:0.131 Vital: Ht Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 375 | OR_unadj: 0.643 [0.396 1.043] | indivs AUC:0.469 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.107 Diagnosis:9ccs44:Neoplsm unsp:0.104 Newborn Diagnosis:9ccs200:Oth skin dx:-0.076 Diagnosis:9ccs70:Schizo/rl dx:-0.076 Diagnosis:9ccs208:Acq foot def:0.072 Diagnosis:9ccs168:PID:0.066 Diagnosis:9ccs8:Oth infectns:0.066 Diagnosis:9ccs252:Fatigue:0.065 Diagnosis:9ccs224:Ot perint dx:0.063 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.062 Vital: Wt Change-avg3to5 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 376 | OR_unadj: 1.188 [0.778 1.816] | indivs AUC:0.535 Correlated most with: Newborn Diagnosis:9ccs220:Birth asphyx:0.117 Diagnosis:9ccs44:Neoplsm unsp:0.078 Diagnosis:9ccs140:Gastritis:-0.075 Newborn Diagnosis:9ccs197:Skin infectn:0.074 Newborn Diagnosis:9ccs214:GI cong anom:0.073 Newborn Diagnosis:9ccs143:Abdom hernia:0.069 Diagnosis:9ccs242:Poisn ot med:-0.066 Diagnosis:9ccs195:Ot compl bir:-0.066 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.065 Diagnosis:9ccs143:Abdom hernia:0.060 Vital: Wt Percentile-gain3to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 491 | OR_unadj: 0.943 [0.621 1.433] | indivs AUC:0.527 Correlated most with: Diagnosis:9ccs145:Int obstruct:-0.111 Newborn Diagnosis:9ccs220:Birth asphyx:-0.092 Diagnosis:9ccs92:Otitis media:0.077 Diagnosis:9ccs70:Schizo/rl dx:0.074 Diagnosis:9ccs230:Fx leg:-0.073 Diagnosis:9ccs2620:E Codes: Unspecified:0.064 Diagnosis:9ccs257:Ot aftercare:0.061 Diagnosis:9ccs89:Blindness:-0.060 Diagnosis:9ccs147:Anal/rectal:-0.056 Diagnosis:9ccs125:Bronchitis:0.056 Lab:297262 HEMOGLOBIN (HEMOCUE) | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 37 | OR_unadj: nan [ nan nan] | indivs AUC:0.501 Correlated most with: Lab:297262 HEMOGLOBIN (HEMOCUE):1.000 Diagnosis:9ccs59:Anemia:-0.165 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.163 Newborn Diagnosis:9ccs59:Anemia:-0.163 Diagnosis:9ccs132:Lung externl:-0.163 Lab:306025 PPD:-0.135 Diagnosis:9ccs76:Meningitis:-0.120 Lab:296169 RETICULOCYTE COUNT- LMC:0.118 Diagnosis:9ccs231:Oth fracture:-0.090 Diagnosis:9ccs224:Ot perint dx:-0.084 Vital: Ht Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 390 | OR_unadj: 0.716 [0.445 1.152] | indivs AUC:0.420 Correlated most with: Diagnosis:9ccs145:Int obstruct:0.117 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.083 Lab:296169 RETICULOCYTE COUNT- LMC:0.063 Diagnosis:9ccs95:Oth nerv dx:-0.060 Diagnosis:9ccs231:Oth fracture:-0.059 Diagnosis:9ccs122:Pneumonia:0.055 Lab:294205 TSH REFLEX TO FT4 - LMC:0.053 Diagnosis:9ccs200:Oth skin dx:0.051 Diagnosis:9ccs245:Syncope:-0.051 Newborn Diagnosis:9ccs214:GI cong anom:0.050 Vital: RR-avg10to13 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 215 | OR_unadj: 1.323 [0.778 2.248] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs128:Asthma:0.108 Diagnosis:9ccs221:Resp distres:0.106 Newborn Diagnosis:9ccs136:Teeth dx:0.089 Diagnosis:9ccs48:Thyroid dsor:0.088 Diagnosis:9ccs10:Immuniz/scrn:0.083 Diagnosis:9ccs16:Liver/ibd ca:-0.081 Diagnosis:9ccs234:Crush injury:0.073 Diagnosis:9ccs7:Viral infect:0.071 Diagnosis:9ccs105:Conduction:-0.057 Diagnosis:9ccs142:Appendicitis:-0.057 Newborn Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 74 | OR_unadj: 1.095 [0.581 2.061] | indivs AUC:0.506 Correlated most with: Newborn Diagnosis:9ccs259:Unclassified:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.304 MatDeliveryAge:0.105 Newborn Diagnosis:9ccs222:Perint jaund:0.093 Newborn Diagnosis:9ccs219:Low birth wt:0.080 Diagnosis:9ccs147:Anal/rectal:0.069 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.066 Diagnosis:9ccs75:Hx mental dx:0.060 Diagnosis:9ccs125:Bronchitis:0.054 Diagnosis:9ccs212:Ot bone dx:0.051 Newborn Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 19 | OR_unadj: 1.510 [0.497 4.587] | indivs AUC:0.504 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:1.000 Diagnosis:9ccs223:Birth trauma:0.196 Diagnosis:9ccs153:GI hemorrhag:0.102 Diagnosis:9ccs47:Ot bnign neo:0.099 Newborn Diagnosis:9ccs256:Exam/eval:0.089 Diagnosis:9ccs154:Gastroent:0.082 Diagnosis:9ccs242:Poisn ot med:0.081 Diagnosis:9ccs247:Lymph enlarg:0.080 Newborn Diagnosis:9ccs222:Perint jaund:0.077 Newborn Diagnosis:9ccs221:Resp distres:0.074 Vital: Wt Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 372 | OR_unadj: 0.999 [0.638 1.563] | indivs AUC:0.490 Correlated most with: Diagnosis:9ccs145:Int obstruct:0.122 Diagnosis:9ccs127:COPD:0.074 Diagnosis:9ccs253:Allergy:0.068 Diagnosis:9ccs122:Pneumonia:0.066 Diagnosis:10ccs58:Ot nutrit dx:0.066 Diagnosis:9ccs58:Ot nutrit dx:-0.061 Diagnosis:9ccs195:Ot compl bir:-0.061 Diagnosis:9ccs2603:E Codes: Fall:0.058 Diagnosis:9ccs44:Neoplsm unsp:-0.056 Diagnosis:9ccs211:Ot conn tiss:0.056 Diagnosis:9ccs90:Eye infectn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 400 | OR_unadj: 1.181 [0.871 1.601] | indivs AUC:0.560 Correlated most with: Diagnosis:9ccs90:Eye infectn:1.000 Number of Visits:0.286 Diagnosis:9ccs92:Otitis media:0.231 Diagnosis:9ccs7:Viral infect:0.205 Diagnosis:9ccs126:Ot up rsp in:0.191 Diagnosis:9ccs10:Immuniz/scrn:0.143 Diagnosis:9ccs125:Bronchitis:0.129 Diagnosis:9ccs255:Social admin:0.125 Diagnosis:9ccs133:Oth low resp:0.117 Diagnosis:9ccs135:Intest infct:0.112 Vital: RR-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 144 | OR_unadj: 0.813 [0.383 1.729] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs106:Dysrhythmia:0.114 Diagnosis:9ccs128:Asthma:0.103 Diagnosis:9ccs219:Low birth wt:0.083 Diagnosis:9ccs0:No DX:0.066 Diagnosis:9ccs232:Sprain:-0.062 Diagnosis:9ccs125:Bronchitis:0.061 Diagnosis:9ccs90:Eye infectn:0.059 Diagnosis:9ccs223:Birth trauma:0.056 Diagnosis:9ccs127:COPD:0.054 Diagnosis:9ccs153:GI hemorrhag:0.054 Newborn Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 16 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs213:Cardiac anom:0.330 Diagnosis:9ccs96:Hrt valve dx:0.181 Lab:292208 CBC/DIFF/PLT - Sunrise:-0.103 Newborn Diagnosis:9ccs200:Oth skin dx:0.089 Diagnosis:9ccs59:Anemia:0.084 Newborn Diagnosis:9ccs221:Resp distres:0.082 Newborn Diagnosis:9ccs253:Allergy:0.072 Diagnosis:9ccs212:Ot bone dx:0.065 Diagnosis:9ccs91:Other eye dx:0.059 Diagnosis:9ccs135:Intest infct | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 394 | OR_unadj: 1.151 [0.847 1.565] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs135:Intest infct:1.000 Number of Visits:0.310 Diagnosis:9ccs126:Ot up rsp in:0.190 Diagnosis:9ccs92:Otitis media:0.183 Diagnosis:9ccs7:Viral infect:0.156 Diagnosis:9ccs10:Immuniz/scrn:0.147 Diagnosis:9ccs125:Bronchitis:0.131 Diagnosis:9ccs253:Allergy:0.129 Diagnosis:9ccs255:Social admin:0.124 Diagnosis:9ccs257:Ot aftercare:0.120 Vital: Wt Change-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 329 | OR_unadj: 1.015 [0.648 1.588] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs118:Phlebitis:0.093 Lab:295669 BILIRUBIN DIRECT - LMC:0.088 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.081 Diagnosis:9ccs195:Ot compl bir:-0.077 Newborn Diagnosis:9ccs191:Amnios dx:0.076 Diagnosis:9ccs147:Anal/rectal:0.073 Diagnosis:9ccs44:Neoplsm unsp:0.069 Diagnosis:9ccs230:Fx leg:-0.067 Diagnosis:9ccs117:Ot circul dx:-0.067 Newborn Diagnosis:9ccs223:Birth trauma:-0.065 Vital: HR-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 209 | OR_unadj: 0.618 [0.317 1.205] | indivs AUC:0.448 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:-0.137 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.134 Newborn Diagnosis:9ccs253:Allergy:0.094 Diagnosis:9ccs245:Syncope:0.075 Diagnosis:9ccs188:Pelvic obstr:0.075 Diagnosis:9ccs231:Oth fracture:-0.068 Diagnosis:9ccs190:Fetal distrs:-0.064 Diagnosis:9ccs229:Fx arm:-0.052 Diagnosis:9ccs224:Ot perint dx:0.052 Diagnosis:9ccs252:Fatigue:0.052 Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 155 | OR_unadj: 0.872 [0.539 1.410] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.525 Diagnosis:9ccs117:Ot circul dx:0.230 Newborn Diagnosis:9ccs96:Hrt valve dx:0.220 Newborn Diagnosis:9ccs213:Cardiac anom:0.181 Diagnosis:9ccs259:Unclassified:0.096 Diagnosis:9ccs10:Immuniz/scrn:0.090 Diagnosis:9ccs257:Ot aftercare:0.088 Number of Visits:0.077 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.077 Newborn Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 1.025 [0.477 2.203] | indivs AUC:0.481 Correlated most with: Newborn Diagnosis:9ccs217:Ot cong anom:1.000 Diagnosis:9ccs142:Appendicitis:0.137 Diagnosis:9ccs211:Ot conn tiss:0.107 Lab:296169 RETICULOCYTE COUNT- LMC:0.100 Newborn Diagnosis:9ccs214:GI cong anom:0.094 Diagnosis:9ccs245:Syncope:0.094 Diagnosis:9ccs217:Ot cong anom:0.090 Diagnosis:9ccs147:Anal/rectal:0.089 Newborn Diagnosis:9ccs253:Allergy:0.076 Diagnosis:9ccs208:Acq foot def:0.071 Vital: RR-avg16to19 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 154 | OR_unadj: 1.347 [0.768 2.362] | indivs AUC:0.513 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.092 Diagnosis:9ccs240:Burns:0.091 Diagnosis:9ccs125:Bronchitis:0.057 Diagnosis:9ccs95:Oth nerv dx:-0.053 Diagnosis:9ccs239:Superfic inj:0.051 Diagnosis:9ccs2:Septicemia:0.051 Diagnosis:9ccs133:Oth low resp:0.050 Diagnosis:9ccs105:Conduction:0.050 Diagnosis:9ccs123:Influenza:0.049 Diagnosis:9ccs197:Skin infectn:0.041 Diagnosis:9ccs239:Superfic inj | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 152 | OR_unadj: 0.949 [0.591 1.522] | indivs AUC:0.469 Correlated most with: Diagnosis:9ccs239:Superfic inj:1.000 Number of Visits:0.203 Diagnosis:9ccs253:Allergy:0.139 Diagnosis:9ccs200:Oth skin dx:0.138 Diagnosis:9ccs155:Other GI dx:0.136 Diagnosis:9ccs256:Exam/eval:0.120 Diagnosis:9ccs126:Ot up rsp in:0.114 Diagnosis:9ccs133:Oth low resp:0.112 Diagnosis:9ccs246:FUO:0.110 Newborn Diagnosis:9ccs220:Birth asphyx:0.110 * Vital: RR-avg5to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 164 | OR_unadj: 0.339 [0.136 0.845] | indivs AUC:0.492 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.128 Diagnosis:9ccs246:FUO:-0.099 Number of Visits:0.095 Diagnosis:9ccs10:Immuniz/scrn:0.092 Diagnosis:9ccs231:Oth fracture:0.092 Newborn Diagnosis:9ccs133:Oth low resp:-0.085 Diagnosis:9ccs106:Dysrhythmia:0.084 Diagnosis:9ccs2620:E Codes: Unspecified:0.077 Lab:306025 PPD:0.072 Diagnosis:9ccs135:Intest infct:0.068 Vital: RR-avg13to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 163 | OR_unadj: 0.770 [0.363 1.632] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.100 Diagnosis:9ccs141:Ot dx stomch:-0.093 Diagnosis:9ccs257:Ot aftercare:0.068 Diagnosis:9ccs113:Late eff CVD:-0.060 Diagnosis:9ccs128:Asthma:0.058 Newborn Diagnosis:9ccs191:Amnios dx:0.057 Diagnosis:9ccs247:Lymph enlarg:0.057 Diagnosis:9ccs95:Oth nerv dx:-0.056 Diagnosis:9ccs91:Other eye dx:0.051 Newborn Diagnosis:9ccs224:Ot perint dx:-0.046 Vital: Wt for Len Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 223 | OR_unadj: 1.424 [0.856 2.368] | indivs AUC:0.512 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:-0.094 Newborn Diagnosis:9ccs253:Allergy:-0.084 Newborn Diagnosis:9ccs134:Ot uppr resp:0.073 Diagnosis:9ccs4:Mycoses:0.060 Diagnosis:9ccs215:gu cong anom:-0.058 Diagnosis:9ccs134:Ot uppr resp:0.056 Diagnosis:9ccs136:Teeth dx:0.055 Diagnosis:9ccs223:Birth trauma:0.053 Diagnosis:9ccs259:Unclassified:0.053 Diagnosis:9ccs120:Hemmorhoids:-0.052 Vital: RR-avg19to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 166 | OR_unadj: 0.936 [0.487 1.798] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs123:Influenza:0.137 Diagnosis:9ccs59:Anemia:0.100 Diagnosis:9ccs132:Lung externl:-0.096 Diagnosis:9ccs89:Blindness:0.069 Diagnosis:9ccs168:PID:0.053 Diagnosis:9ccs151:Oth liver dx:0.052 Lab:294203 BILIRUBIN TOTAL - LMC:-0.050 Newborn Diagnosis:9ccs191:Amnios dx:0.048 Diagnosis:9ccs222:Perint jaund:0.047 Diagnosis:9ccs141:Ot dx stomch:-0.045 Diagnosis:9ccs4:Mycoses | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 178 | OR_unadj: 0.912 [0.584 1.423] | indivs AUC:0.473 Correlated most with: Diagnosis:9ccs4:Mycoses:1.000 Diagnosis:9ccs253:Allergy:0.177 Number of Visits:0.151 Diagnosis:9ccs200:Oth skin dx:0.102 Diagnosis:9ccs7:Viral infect:0.077 Diagnosis:9ccs256:Exam/eval:0.076 Diagnosis:9ccs126:Ot up rsp in:0.072 Diagnosis:9ccs145:Int obstruct:0.071 Diagnosis:9ccs225:Joint injury:0.071 Diagnosis:9ccs2620:E Codes: Unspecified:0.071 Vital: RR-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 162 | OR_unadj: 1.250 [0.715 2.185] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs73:Preadult dx:-0.220 Newborn Diagnosis:9ccs197:Skin infectn:0.097 Diagnosis:9ccs250:Nausea/vomit:-0.097 Newborn Diagnosis:9ccs219:Low birth wt:0.092 Diagnosis:9ccs74:Ot mentl cnd:0.089 Diagnosis:9ccs153:GI hemorrhag:0.084 Newborn Diagnosis:9ccs259:Unclassified:0.072 Diagnosis:9ccs143:Abdom hernia:-0.070 Diagnosis:9ccs8:Oth infectns:-0.069 Diagnosis:9ccs7:Viral infect:0.067 Vital: RR-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 140 | OR_unadj: 0.974 [0.474 2.002] | indivs AUC:0.496 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:-0.086 Diagnosis:9ccs224:Ot perint dx:0.079 Diagnosis:9ccs175:Ot femal gen:-0.064 Diagnosis:9ccs231:Oth fracture:-0.060 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.058 Newborn Diagnosis:9ccs59:Anemia:-0.058 Diagnosis:9ccs229:Fx arm:-0.051 Diagnosis:9ccs143:Abdom hernia:-0.049 Diagnosis:9ccs126:Ot up rsp in:-0.044 Lab:296169 RETICULOCYTE COUNT- LMC:0.041 Vital: Wt Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 358 | OR_unadj: 1.211 [0.811 1.809] | indivs AUC:0.584 Correlated most with: Diagnosis:9ccs117:Ot circul dx:-0.117 Newborn Diagnosis:9ccs219:Low birth wt:-0.111 Diagnosis:9ccs16:Liver/ibd ca:-0.091 Newborn Diagnosis:9ccs200:Oth skin dx:-0.087 Diagnosis:9ccs230:Fx leg:-0.074 Diagnosis:9ccs195:Ot compl bir:-0.071 Diagnosis:9ccs217:Ot cong anom:-0.068 Diagnosis:9ccs145:Int obstruct:0.066 Newborn Diagnosis:9ccs216:Nerv cong an:-0.064 Diagnosis:9ccs208:Acq foot def:0.063 Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 1.277 [0.612 2.665] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs143:Abdom hernia:1.000 Newborn Diagnosis:9ccs143:Abdom hernia:0.141 Diagnosis:9ccs73:Preadult dx:0.141 Diagnosis:9ccs118:Phlebitis:0.141 Diagnosis:9ccs87:Retinal dx:0.141 Diagnosis:9ccs142:Appendicitis:0.141 Diagnosis:9ccs5:HIV infectn:0.141 Diagnosis:9ccs95:Oth nerv dx:0.131 Newborn Diagnosis:9ccs219:Low birth wt:0.104 Diagnosis:9ccs219:Low birth wt:0.093 Vital: Ht Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 307 | OR_unadj: 0.763 [0.457 1.274] | indivs AUC:0.527 Correlated most with: Diagnosis:9ccs44:Neoplsm unsp:0.142 Diagnosis:9ccs211:Ot conn tiss:0.085 Newborn Diagnosis:9ccs200:Oth skin dx:-0.084 Newborn Diagnosis:9ccs219:Low birth wt:-0.074 Lab:294203 BILIRUBIN TOTAL - LMC:-0.074 Diagnosis:9ccs140:Gastritis:0.066 Newborn Diagnosis:9ccs214:GI cong anom:-0.064 Diagnosis:9ccs168:PID:0.060 Diagnosis:9ccs208:Acq foot def:0.060 Diagnosis:9ccs224:Ot perint dx:0.059 Diagnosis:9ccs134:Ot uppr resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 127 | OR_unadj: 1.126 [0.691 1.835] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:1.000 Number of Visits:0.199 Diagnosis:9ccs62:Coag/hemr dx:0.150 Diagnosis:9ccs133:Oth low resp:0.134 Diagnosis:9ccs126:Ot up rsp in:0.114 Diagnosis:9ccs90:Eye infectn:0.095 Diagnosis:9ccs123:Influenza:0.093 Diagnosis:9ccs73:Preadult dx:0.085 Diagnosis:9ccs72:Anxiety dx:0.085 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.085 Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 135 | OR_unadj: 0.978 [0.596 1.604] | indivs AUC:0.528 Correlated most with: Diagnosis:9ccs59:Anemia:1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.165 Diagnosis:9ccs122:Pneumonia:0.103 Diagnosis:9ccs159:UTI:0.096 Diagnosis:9ccs243:Poisn nonmed:0.091 Number of Visits:0.090 Diagnosis:9ccs92:Otitis media:0.090 Diagnosis:9ccs10:Immuniz/scrn:0.088 Newborn Diagnosis:9ccs213:Cardiac anom:0.084 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.083 * Diagnosis:9ccs234:Crush injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 2.704 [1.154 6.333] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs234:Crush injury:1.000 Lab:296169 RETICULOCYTE COUNT- LMC:0.142 Lab:295669 BILIRUBIN DIRECT - LMC:-0.085 Diagnosis:9ccs238:Complic proc:0.084 Lab:294203 BILIRUBIN TOTAL - LMC:-0.080 Diagnosis:9ccs242:Poisn ot med:0.068 Diagnosis:9ccs127:COPD:0.067 Diagnosis:9ccs247:Lymph enlarg:0.066 Newborn Diagnosis:9ccs221:Resp distres:0.063 Diagnosis:9ccs64:Ot hematl dx:0.063 Newborn Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs200:Oth skin dx:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.122 Diagnosis:9ccs95:Oth nerv dx:0.108 Newborn Diagnosis:9ccs219:Low birth wt:0.100 Newborn Diagnosis:9ccs213:Cardiac anom:0.089 Diagnosis:9ccs255:Social admin:-0.071 Newborn Diagnosis:9ccs224:Ot perint dx:0.060 Newborn Diagnosis:9ccs256:Exam/eval:0.060 Diagnosis:9ccs92:Otitis media:-0.056 Diagnosis:9ccs74:Ot mentl cnd:0.046 Vital: Wt Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 305 | OR_unadj: 0.948 [0.596 1.507] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs44:Neoplsm unsp:0.110 Newborn Diagnosis:9ccs219:Low birth wt:-0.097 Diagnosis:9ccs118:Phlebitis:-0.094 Newborn Diagnosis:9ccs200:Oth skin dx:-0.078 Newborn Diagnosis:9ccs224:Ot perint dx:0.072 Newborn Diagnosis:9ccs197:Skin infectn:-0.066 Diagnosis:9ccs163:Other GU dx:0.055 Diagnosis:9ccs51:Ot endo dsor:-0.054 Newborn Diagnosis:9ccs214:GI cong anom:-0.054 Newborn Diagnosis:9ccs256:Exam/eval:-0.053 Diagnosis:9ccs74:Ot mentl cnd | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 146 | OR_unadj: 1.311 [0.844 2.037] | indivs AUC:0.543 Correlated most with: Diagnosis:9ccs74:Ot mentl cnd:1.000 Diagnosis:9ccs95:Oth nerv dx:0.195 Diagnosis:9ccs113:Late eff CVD:0.180 Number of Visits:0.177 Newborn Diagnosis:9ccs219:Low birth wt:0.126 Diagnosis:9ccs159:UTI:0.115 Diagnosis:9ccs94:Other ear dx:0.111 Diagnosis:9ccs58:Ot nutrit dx:0.102 Diagnosis:9ccs238:Complic proc:0.100 Diagnosis:9ccs217:Ot cong anom:0.099 Vital: Wt Change-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 223 | OR_unadj: 0.616 [0.325 1.165] | indivs AUC:0.504 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:0.107 Newborn Diagnosis:9ccs197:Skin infectn:0.103 Diagnosis:9ccs151:Oth liver dx:-0.084 Diagnosis:9ccs214:GI cong anom:0.070 Diagnosis:9ccs222:Perint jaund:-0.068 Diagnosis:9ccs168:PID:-0.061 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.059 Newborn Diagnosis:9ccs96:Hrt valve dx:0.059 Diagnosis:9ccs118:Phlebitis:-0.057 Diagnosis:9ccs76:Meningitis:0.054 Diagnosis:9ccs198:Ot infl skin | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 195 | OR_unadj: 0.769 [0.490 1.205] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs198:Ot infl skin:1.000 Diagnosis:9ccs253:Allergy:0.131 Diagnosis:9ccs200:Oth skin dx:0.104 Diagnosis:9ccs94:Other ear dx:0.084 Diagnosis:9ccs133:Oth low resp:0.084 Number of Visits:0.083 Diagnosis:9ccs211:Ot conn tiss:0.081 Diagnosis:9ccs61:Sickle cell:0.075 Diagnosis:9ccs257:Ot aftercare:0.075 Diagnosis:9ccs259:Unclassified:0.074 Vital: HC Percentile-latest | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.129 [0.428 2.977] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:-0.169 Diagnosis:10ccs238:Complic proc:0.147 Diagnosis:9ccs2604:E Codes: Fire/burn:0.147 Diagnosis:9ccs16:Liver/ibd ca:0.133 Lab:323825 STREP SCREEN THROAT - Sunrise:0.122 Newborn Diagnosis:9ccs216:Nerv cong an:0.094 Diagnosis:9ccs163:Other GU dx:0.068 Newborn Diagnosis:9ccs95:Oth nerv dx:0.059 Diagnosis:9ccs59:Anemia:0.058 Diagnosis:9ccs204:Ot joint dx:0.056 Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 56 | OR_unadj: 0.668 [0.283 1.575] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:1.000 Diagnosis:9ccs129:Asp pneumon:0.131 Diagnosis:9ccs87:Retinal dx:0.131 Newborn Diagnosis:9ccs59:Anemia:0.131 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.131 Diagnosis:9ccs89:Blindness:0.117 Diagnosis:9ccs238:Complic proc:0.112 Lab:296169 RETICULOCYTE COUNT- LMC:-0.096 Diagnosis:9ccs250:Nausea/vomit:0.090 Diagnosis:9ccs247:Lymph enlarg:0.087 Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs3:Oth bact inf:1.000 Diagnosis:9ccs120:Hemmorhoids:0.315 Number of Visits:0.094 Diagnosis:9ccs159:UTI:0.085 Diagnosis:9ccs200:Oth skin dx:0.074 Diagnosis:9ccs257:Ot aftercare:0.073 Diagnosis:9ccs92:Otitis media:0.057 Diagnosis:9ccs154:Gastroent:0.056 Diagnosis:9ccs250:Nausea/vomit:0.051 Diagnosis:9ccs125:Bronchitis:0.049 Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 140 | OR_unadj: 0.818 [0.490 1.368] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs91:Other eye dx:1.000 Diagnosis:9ccs89:Blindness:0.284 Diagnosis:9ccs217:Ot cong anom:0.181 Number of Visits:0.151 Diagnosis:9ccs155:Other GI dx:0.113 Diagnosis:9ccs90:Eye infectn:0.101 Diagnosis:9ccs10:Immuniz/scrn:0.086 Diagnosis:9ccs233:Intracrn inj:0.081 Diagnosis:9ccs120:Hemmorhoids:0.081 Diagnosis:9ccs199:Ulcer skin:0.081 Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 116 | OR_unadj: 1.341 [0.705 2.553] | indivs AUC:0.522 Correlated most with: Lab:295669 BILIRUBIN DIRECT - LMC:1.000 Lab:296169 RETICULOCYTE COUNT- LMC:-0.218 Lab:294203 BILIRUBIN TOTAL - LMC:0.191 Newborn Diagnosis:9ccs214:GI cong anom:0.089 Lab:294495 LEAD, BLOOD - LMC:-0.087 Diagnosis:9ccs234:Crush injury:-0.085 Diagnosis:9ccs140:Gastritis:-0.082 Diagnosis:9ccs223:Birth trauma:0.079 Diagnosis:9ccs76:Meningitis:-0.072 Lab:292208 CBC/DIFF/PLT - Sunrise:-0.071 Diagnosis:9ccs247:Lymph enlarg | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 1.416 [0.527 3.808] | indivs AUC:0.515 Correlated most with: Diagnosis:9ccs247:Lymph enlarg:1.000 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.206 Diagnosis:9ccs254:Rehab:0.199 Diagnosis:9ccs246:FUO:0.138 Diagnosis:9ccs138:Esophgeal dx:0.087 Newborn Diagnosis:9ccs223:Birth trauma:0.080 Diagnosis:9ccs223:Birth trauma:0.077 Diagnosis:9ccs48:Thyroid dsor:0.075 Lab:292495 LEAD LEVEL - Sunrise:0.069 Diagnosis:9ccs242:Poisn ot med:0.068 Diagnosis:9ccs113:Late eff CVD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 1.437 [0.830 2.488] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs113:Late eff CVD:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.180 Diagnosis:9ccs94:Other ear dx:0.141 Diagnosis:9ccs83:Epilepsy/cnv:0.113 Diagnosis:9ccs145:Int obstruct:0.106 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.106 Diagnosis:9ccs70:Schizo/rl dx:0.106 Diagnosis:9ccs118:Phlebitis:0.106 Number of Visits:0.098 Lab:292208 CBC/DIFF/PLT - Sunrise:0.091 Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 136 | OR_unadj: 0.734 [0.428 1.260] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs94:Other ear dx:1.000 Number of Visits:0.213 Diagnosis:9ccs113:Late eff CVD:0.141 Diagnosis:9ccs126:Ot up rsp in:0.123 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.116 Diagnosis:9ccs74:Ot mentl cnd:0.111 Diagnosis:9ccs155:Other GI dx:0.100 Diagnosis:9ccs257:Ot aftercare:0.099 Diagnosis:9ccs135:Intest infct:0.095 Diagnosis:9ccs239:Superfic inj:0.090 Diagnosis:9ccs151:Oth liver dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 168 | OR_unadj: 0.696 [0.423 1.144] | indivs AUC:0.532 Correlated most with: Diagnosis:9ccs151:Oth liver dx:1.000 Diagnosis:9ccs222:Perint jaund:0.187 Lab:294203 BILIRUBIN TOTAL - LMC:-0.128 Diagnosis:9ccs10:Immuniz/scrn:0.099 Number of Visits:0.095 Diagnosis:9ccs224:Ot perint dx:0.092 Diagnosis:9ccs257:Ot aftercare:0.087 Diagnosis:9ccs126:Ot up rsp in:0.079 Diagnosis:9ccs140:Gastritis:0.079 Diagnosis:9ccs155:Other GI dx:0.076 Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 0.917 [0.429 1.960] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs224:Ot perint dx:1.000 Diagnosis:9ccs168:PID:0.178 Diagnosis:9ccs205:Back problem:0.140 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.130 Newborn Diagnosis:9ccs59:Anemia:0.130 Diagnosis:9ccs219:Low birth wt:0.110 Diagnosis:9ccs163:Other GU dx:0.101 Lab:296169 RETICULOCYTE COUNT- LMC:-0.095 Diagnosis:9ccs151:Oth liver dx:0.092 Diagnosis:9ccs76:Meningitis:0.091 Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 148 | OR_unadj: 0.870 [0.532 1.422] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs217:Ot cong anom:1.000 Diagnosis:9ccs89:Blindness:0.259 Diagnosis:9ccs91:Other eye dx:0.181 Diagnosis:9ccs47:Ot bnign neo:0.154 Diagnosis:9ccs95:Oth nerv dx:0.112 Number of Visits:0.110 Diagnosis:9ccs257:Ot aftercare:0.107 Diagnosis:9ccs10:Immuniz/scrn:0.102 Diagnosis:9ccs216:Nerv cong an:0.101 Diagnosis:9ccs74:Ot mentl cnd:0.099 Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 115 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.512 Correlated most with: Lab:294203 BILIRUBIN TOTAL - LMC:1.000 Lab:296169 RETICULOCYTE COUNT- LMC:-0.210 Lab:295669 BILIRUBIN DIRECT - LMC:0.191 Diagnosis:9ccs222:Perint jaund:-0.151 Diagnosis:9ccs151:Oth liver dx:-0.128 Lab:294495 LEAD, BLOOD - LMC:-0.100 Diagnosis:9ccs58:Ot nutrit dx:0.092 Diagnosis:9ccs234:Crush injury:-0.080 Diagnosis:9ccs89:Blindness:-0.064 Newborn Diagnosis:9ccs217:Ot cong anom:-0.044 Newborn Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs136:Teeth dx:1.000 Diagnosis:9ccs255:Social admin:-0.102 Diagnosis:9ccs10:Immuniz/scrn:-0.074 Newborn Diagnosis:9ccs217:Ot cong anom:0.062 Newborn Diagnosis:9ccs259:Unclassified:0.049 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.044 Diagnosis:9ccs128:Asthma:0.038 Diagnosis:9ccs200:Oth skin dx:-0.030 Diagnosis:9ccs155:Other GI dx:-0.029 Number of Visits:-0.028 Diagnosis:9ccs244:Other injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.363 [0.696 2.667] | indivs AUC:0.512 Correlated most with: Diagnosis:9ccs244:Other injury:1.000 Number of Visits:0.151 Diagnosis:9ccs229:Fx arm:0.148 Diagnosis:9ccs163:Other GU dx:0.101 Diagnosis:9ccs2603:E Codes: Fall:0.092 Diagnosis:9ccs135:Intest infct:0.091 Diagnosis:9ccs155:Other GI dx:0.089 Diagnosis:9ccs188:Pelvic obstr:0.089 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.089 Diagnosis:9ccs126:Ot up rsp in:0.085 Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 130 | OR_unadj: 0.777 [0.452 1.334] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs136:Teeth dx:1.000 Number of Visits:0.169 Diagnosis:9ccs258:Other screen:0.143 Diagnosis:9ccs7:Viral infect:0.130 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.119 Diagnosis:9ccs10:Immuniz/scrn:0.102 Diagnosis:9ccs140:Gastritis:0.096 Diagnosis:9ccs133:Oth low resp:0.088 Diagnosis:9ccs197:Skin infectn:0.088 Diagnosis:9ccs2619:e codes: other specified- nec:0.084 Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 129 | OR_unadj: 0.612 [0.339 1.102] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs256:Exam/eval:1.000 Number of Visits:0.179 Diagnosis:9ccs133:Oth low resp:0.146 Diagnosis:9ccs200:Oth skin dx:0.140 Diagnosis:9ccs239:Superfic inj:0.120 Diagnosis:9ccs155:Other GI dx:0.112 Diagnosis:9ccs229:Fx arm:0.094 Diagnosis:9ccs7:Viral infect:0.092 Diagnosis:9ccs58:Ot nutrit dx:0.090 Diagnosis:9ccs129:Asp pneumon:0.085 Diagnosis:9ccs75:Hx mental dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs75:Hx mental dx:1.000 Diagnosis:9ccs123:Influenza:0.146 Diagnosis:9ccs244:Other injury:0.070 Newborn Diagnosis:9ccs259:Unclassified:0.060 Diagnosis:9ccs128:Asthma:0.047 Diagnosis:9ccs256:Exam/eval:0.041 Diagnosis:9ccs136:Teeth dx:0.041 Diagnosis:9ccs91:Other eye dx:0.038 Diagnosis:9ccs200:Oth skin dx:0.037 Diagnosis:9ccs92:Otitis media:-0.037 Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 189 | OR_unadj: 0.638 [0.393 1.036] | indivs AUC:0.466 Correlated most with: Diagnosis:9ccs133:Oth low resp:1.000 Number of Visits:0.337 Diagnosis:9ccs128:Asthma:0.220 Diagnosis:9ccs7:Viral infect:0.182 Diagnosis:9ccs126:Ot up rsp in:0.167 Diagnosis:9ccs127:COPD:0.166 Diagnosis:9ccs122:Pneumonia:0.161 Diagnosis:9ccs125:Bronchitis:0.156 Diagnosis:9ccs257:Ot aftercare:0.147 Diagnosis:9ccs256:Exam/eval:0.146 Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 84 | OR_unadj: 0.664 [0.328 1.344] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs0:No DX:1.000 Diagnosis:9ccs49:DiabMel no c:0.106 Diagnosis:9ccs10:Immuniz/scrn:0.104 Diagnosis:9ccs159:UTI:0.067 Diagnosis:9ccs123:Influenza:0.066 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.062 Diagnosis:9ccs250:Nausea/vomit:-0.054 Diagnosis:9ccs243:Poisn nonmed:0.053 Lab:292208 CBC/DIFF/PLT - Sunrise:-0.046 Diagnosis:9ccs212:Ot bone dx:0.046 Diagnosis:9ccs128:Asthma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 105 | OR_unadj: 1.094 [0.640 1.873] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs128:Asthma:1.000 Number of Visits:0.250 Diagnosis:9ccs125:Bronchitis:0.241 Diagnosis:9ccs133:Oth low resp:0.220 Diagnosis:9ccs122:Pneumonia:0.211 Diagnosis:9ccs257:Ot aftercare:0.152 Diagnosis:9ccs92:Otitis media:0.150 Diagnosis:9ccs126:Ot up rsp in:0.130 Diagnosis:9ccs7:Viral infect:0.112 Diagnosis:9ccs127:COPD:0.109 Diagnosis:9ccs122:Pneumonia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 123 | OR_unadj: 1.174 [0.719 1.916] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs122:Pneumonia:1.000 Number of Visits:0.235 Diagnosis:9ccs128:Asthma:0.211 Diagnosis:9ccs125:Bronchitis:0.164 Diagnosis:9ccs133:Oth low resp:0.161 Diagnosis:9ccs127:COPD:0.147 Diagnosis:9ccs92:Otitis media:0.145 Diagnosis:9ccs126:Ot up rsp in:0.115 Diagnosis:9ccs59:Anemia:0.103 Diagnosis:9ccs90:Eye infectn:0.091 Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 113 | OR_unadj: 0.653 [0.353 1.206] | indivs AUC:0.516 Correlated most with: Diagnosis:9ccs259:Unclassified:1.000 Diagnosis:9ccs61:Sickle cell:0.111 Number of Visits:0.108 Diagnosis:9ccs96:Hrt valve dx:0.096 Diagnosis:9ccs242:Poisn ot med:0.093 Diagnosis:9ccs254:Rehab:0.091 Lab:294147 FREE T4 - LMC:0.084 Diagnosis:9ccs134:Ot uppr resp:0.077 Diagnosis:9ccs55:Fluid/elc dx:0.076 Diagnosis:9ccs250:Nausea/vomit:0.075 Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 42 | OR_unadj: 1.336 [0.611 2.920] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs95:Oth nerv dx:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.195 Diagnosis:9ccs70:Schizo/rl dx:0.152 Diagnosis:9ccs87:Retinal dx:0.152 Diagnosis:9ccs143:Abdom hernia:0.131 Diagnosis:9ccs208:Acq foot def:0.129 Number of Visits:0.116 Diagnosis:9ccs217:Ot cong anom:0.112 Newborn Diagnosis:9ccs200:Oth skin dx:0.108 Diagnosis:9ccs216:Nerv cong an:0.100 Diagnosis:9ccs250:Nausea/vomit | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 1.460 [0.855 2.494] | indivs AUC:0.543 Correlated most with: Diagnosis:9ccs250:Nausea/vomit:1.000 Number of Visits:0.168 Diagnosis:9ccs155:Other GI dx:0.124 Diagnosis:9ccs141:Ot dx stomch:0.120 Diagnosis:9ccs233:Intracrn inj:0.103 Diagnosis:9ccs73:Preadult dx:0.103 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.103 Newborn Diagnosis:9ccs59:Anemia:0.103 Diagnosis:9ccs120:Hemmorhoids:0.103 Newborn Diagnosis:9ccs176:Contraceptiv:0.103 Vital: HC Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.493 Correlated most with: Diagnosis:10ccs238:Complic proc:-0.361 Diagnosis:9ccs2604:E Codes: Fire/burn:-0.361 Diagnosis:9ccs204:Ot joint dx:-0.137 Diagnosis:9ccs242:Poisn ot med:-0.137 Diagnosis:9ccs251:Abdomnl pain:-0.100 Diagnosis:9ccs167:Breast dx:-0.097 Newborn Diagnosis:9ccs213:Cardiac anom:0.085 Diagnosis:9ccs3:Oth bact inf:0.074 Diagnosis:9ccs151:Oth liver dx:0.053 Diagnosis:9ccs259:Unclassified:0.051 Vital: HC Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs16:Liver/ibd ca:0.260 Diagnosis:9ccs87:Retinal dx:0.227 Newborn Diagnosis:9ccs216:Nerv cong an:0.184 Newborn Diagnosis:9ccs0:No DX:0.119 Newborn Diagnosis:9ccs95:Oth nerv dx:0.116 Diagnosis:9ccs238:Complic proc:0.102 Diagnosis:9ccs216:Nerv cong an:0.092 Diagnosis:9ccs250:Nausea/vomit:0.085 Diagnosis:9ccs214:GI cong anom:0.077 Diagnosis:9ccs138:Esophgeal dx:0.076 Diagnosis:9ccs209:Ot acq defor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.191 [0.026 1.409] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs209:Ot acq defor:1.000 Newborn Diagnosis:9ccs143:Abdom hernia:0.181 Newborn Diagnosis:9ccs197:Skin infectn:0.181 Diagnosis:9ccs252:Fatigue:0.181 Diagnosis:9ccs52:Nutrit defic:0.178 Diagnosis:9ccs63:Wht blood dx:0.121 Diagnosis:9ccs208:Acq foot def:0.101 Diagnosis:9ccs51:Ot endo dsor:0.095 Diagnosis:9ccs212:Ot bone dx:0.095 Newborn Diagnosis:9ccs0:No DX:0.075 Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 90 | OR_unadj: 1.134 [0.641 2.008] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs159:UTI:1.000 Diagnosis:9ccs161:Ot dx kidney:0.240 Number of Visits:0.205 Diagnosis:9ccs257:Ot aftercare:0.118 Diagnosis:9ccs74:Ot mentl cnd:0.115 Diagnosis:9ccs125:Bronchitis:0.113 Diagnosis:9ccs92:Otitis media:0.106 Diagnosis:9ccs163:Other GU dx:0.106 Newborn Diagnosis:9ccs134:Ot uppr resp:0.103 Newborn Diagnosis:9ccs133:Oth low resp:0.103 Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.209 [0.345 4.239] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:1.000 Diagnosis:9ccs245:Syncope:0.341 Diagnosis:9ccs233:Intracrn inj:0.241 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.241 Newborn Diagnosis:9ccs59:Anemia:0.241 Diagnosis:9ccs118:Phlebitis:0.241 Diagnosis:9ccs48:Thyroid dsor:0.193 Lab:296169 RETICULOCYTE COUNT- LMC:-0.172 Diagnosis:9ccs113:Late eff CVD:0.113 Diagnosis:9ccs238:Complic proc:0.104 Diagnosis:9ccs127:COPD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: 0.936 [0.487 1.798] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs127:COPD:1.000 Number of Visits:0.203 Diagnosis:9ccs133:Oth low resp:0.166 Diagnosis:9ccs122:Pneumonia:0.147 Diagnosis:9ccs240:Burns:0.117 Diagnosis:9ccs125:Bronchitis:0.115 Diagnosis:9ccs73:Preadult dx:0.111 Diagnosis:9ccs118:Phlebitis:0.111 Diagnosis:9ccs128:Asthma:0.109 Diagnosis:9ccs126:Ot up rsp in:0.108 Diagnosis:9ccs52:Nutrit defic | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 5.669 [0.795 40.431] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs52:Nutrit defic:1.000 Diagnosis:9ccs210:SLE:0.500 Diagnosis:9ccs62:Coag/hemr dx:0.222 Diagnosis:9ccs209:Ot acq defor:0.178 Diagnosis:9ccs51:Ot endo dsor:0.141 Diagnosis:9ccs212:Ot bone dx:0.141 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.101 Diagnosis:9ccs8:Oth infectns:0.084 Diagnosis:9ccs89:Blindness:0.081 Diagnosis:9ccs138:Esophgeal dx:0.059 Diagnosis:9ccs137:Mouth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 0.988 [0.498 1.960] | indivs AUC:0.532 Correlated most with: Diagnosis:9ccs137:Mouth dx:1.000 Number of Visits:0.135 Diagnosis:9ccs7:Viral infect:0.127 Diagnosis:9ccs92:Otitis media:0.103 Diagnosis:9ccs197:Skin infectn:0.083 Diagnosis:9ccs136:Teeth dx:0.078 Diagnosis:9ccs126:Ot up rsp in:0.077 Newborn Diagnosis:9ccs223:Birth trauma:0.065 Diagnosis:9ccs151:Oth liver dx:0.065 Diagnosis:9ccs229:Fx arm:0.064 Newborn Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs215:gu cong anom:1.000 Diagnosis:9ccs161:Ot dx kidney:0.400 Diagnosis:9ccs215:gu cong anom:0.245 Newborn Diagnosis:9ccs214:GI cong anom:0.234 Diagnosis:9ccs2:Septicemia:0.132 Newborn Diagnosis:9ccs200:Oth skin dx:0.122 Diagnosis:9ccs141:Ot dx stomch:0.100 Diagnosis:9ccs223:Birth trauma:0.067 Diagnosis:9ccs234:Crush injury:0.058 Number of Visits:0.055 Diagnosis:9ccs2603:E Codes: Fall | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 1.006 [0.385 2.630] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs2603:E Codes: Fall:1.000 Diagnosis:10ccs58:Ot nutrit dx:0.756 Diagnosis:9ccs2620:E Codes: Unspecified:0.172 Newborn Diagnosis:9ccs95:Oth nerv dx:0.150 Diagnosis:9ccs196:Nml preg/del:0.120 Diagnosis:9ccs231:Oth fracture:0.096 Diagnosis:9ccs244:Other injury:0.092 Diagnosis:9ccs155:Other GI dx:0.090 Number of Visits:0.073 Newborn Diagnosis:9ccs0:No DX:0.071 Newborn Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.272 Newborn Diagnosis:9ccs253:Allergy:0.220 Newborn Diagnosis:9ccs256:Exam/eval:0.197 Newborn Diagnosis:9ccs222:Perint jaund:0.149 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.140 Diagnosis:9ccs63:Wht blood dx:0.121 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.117 Diagnosis:9ccs140:Gastritis:0.089 Diagnosis:9ccs167:Breast dx:0.089 Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.994 [0.289 3.416] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs223:Birth trauma:1.000 Diagnosis:9ccs231:Oth fracture:0.255 Newborn Diagnosis:9ccs223:Birth trauma:0.196 Lab:295669 BILIRUBIN DIRECT - LMC:0.079 Diagnosis:9ccs247:Lymph enlarg:0.077 Newborn Diagnosis:9ccs215:gu cong anom:0.067 Diagnosis:9ccs257:Ot aftercare:0.060 Diagnosis:9ccs259:Unclassified:0.058 Diagnosis:9ccs212:Ot bone dx:0.056 Diagnosis:9ccs51:Ot endo dsor:0.056 Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs47:Ot bnign neo:1.000 Newborn Diagnosis:9ccs47:Ot bnign neo:0.163 Diagnosis:9ccs252:Fatigue:0.163 Diagnosis:9ccs217:Ot cong anom:0.154 Diagnosis:9ccs123:Influenza:0.115 Diagnosis:9ccs106:Dysrhythmia:0.112 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.104 Newborn Diagnosis:9ccs223:Birth trauma:0.099 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.097 Diagnosis:9ccs44:Neoplsm unsp:0.076 Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 0.697 [0.295 1.646] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs96:Hrt valve dx:0.525 Newborn Diagnosis:9ccs213:Cardiac anom:0.330 Diagnosis:9ccs117:Ot circul dx:0.310 Newborn Diagnosis:9ccs96:Hrt valve dx:0.280 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.134 Newborn Diagnosis:9ccs134:Ot uppr resp:0.134 Diagnosis:9ccs105:Conduction:0.134 Diagnosis:9ccs106:Dysrhythmia:0.092 Lab:292495 LEAD LEVEL - Sunrise:-0.074 Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 0.732 [0.218 2.455] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs219:Low birth wt:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.413 Newborn Diagnosis:9ccs256:Exam/eval:0.187 Diagnosis:9ccs106:Dysrhythmia:0.136 Newborn Diagnosis:9ccs220:Birth asphyx:0.136 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.123 Newborn Diagnosis:9ccs222:Perint jaund:0.119 Diagnosis:9ccs224:Ot perint dx:0.110 Diagnosis:9ccs140:Gastritis:0.095 Diagnosis:9ccs143:Abdom hernia:0.093 * Vital: HC Percentile-gain13to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 11.346 [1.025 125.601] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs16:Liver/ibd ca:-0.310 Newborn Diagnosis:9ccs216:Nerv cong an:-0.219 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.139 Diagnosis:9ccs216:Nerv cong an:-0.110 Diagnosis:9ccs163:Other GU dx:-0.082 Diagnosis:9ccs153:GI hemorrhag:-0.077 Newborn Diagnosis:9ccs223:Birth trauma:-0.073 Diagnosis:9ccs138:Esophgeal dx:0.073 Diagnosis:9ccs154:Gastroent:-0.065 Diagnosis:9ccs219:Low birth wt:-0.056 Vital: HC Percentile-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:-0.292 Diagnosis:9ccs138:Esophgeal dx:-0.108 Diagnosis:9ccs250:Nausea/vomit:-0.100 Diagnosis:9ccs74:Ot mentl cnd:-0.082 Diagnosis:9ccs133:Oth low resp:-0.071 Newborn Diagnosis:9ccs222:Perint jaund:-0.068 Diagnosis:9ccs198:Ot infl skin:-0.066 Diagnosis:9ccs58:Ot nutrit dx:-0.063 Diagnosis:9ccs134:Ot uppr resp:-0.059 Diagnosis:9ccs2604:E Codes: Fire/burn:-0.058 Diagnosis:9ccs140:Gastritis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs140:Gastritis:1.000 Lab:294205 TSH REFLEX TO FT4 - LMC:0.228 Diagnosis:9ccs136:Teeth dx:0.096 Diagnosis:9ccs219:Low birth wt:0.095 Newborn Diagnosis:9ccs221:Resp distres:0.089 Lab:294147 FREE T4 - LMC:0.083 Lab:295669 BILIRUBIN DIRECT - LMC:-0.082 Diagnosis:9ccs7:Viral infect:0.080 Diagnosis:9ccs151:Oth liver dx:0.079 Lab:294495 LEAD, BLOOD - LMC:-0.077 Diagnosis:9ccs258:Other screen | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.384 [0.091 1.618] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs258:Other screen:1.000 Diagnosis:9ccs2619:e codes: other specified- nec:0.178 Diagnosis:9ccs228:Fx skull fac:0.178 Diagnosis:9ccs136:Teeth dx:0.143 Lab:296169 RETICULOCYTE COUNT- LMC:0.128 Newborn Diagnosis:9ccs214:GI cong anom:0.124 Diagnosis:9ccs239:Superfic inj:0.096 Diagnosis:9ccs214:GI cong anom:0.094 Diagnosis:9ccs133:Oth low resp:0.092 Diagnosis:9ccs155:Other GI dx:0.079 Vital: HC Percentile-gain16to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:0.447 Diagnosis:9ccs2604:E Codes: Fire/burn:-0.293 Diagnosis:10ccs238:Complic proc:-0.293 Diagnosis:9ccs163:Other GU dx:0.167 Diagnosis:9ccs76:Meningitis:0.155 Diagnosis:9ccs204:Ot joint dx:-0.111 Diagnosis:9ccs242:Poisn ot med:-0.111 Diagnosis:9ccs94:Other ear dx:0.103 Diagnosis:9ccs251:Abdomnl pain:-0.082 Diagnosis:9ccs167:Breast dx:-0.079 Diagnosis:9ccs167:Breast dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.431 [0.056 3.310] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs167:Breast dx:1.000 Diagnosis:10ccs238:Complic proc:0.266 Diagnosis:9ccs2604:E Codes: Fire/burn:0.266 Diagnosis:9ccs48:Thyroid dsor:0.104 Diagnosis:9ccs204:Ot joint dx:0.096 Diagnosis:9ccs242:Poisn ot med:0.096 Diagnosis:9ccs168:PID:0.089 Newborn Diagnosis:9ccs221:Resp distres:0.089 Diagnosis:9ccs51:Ot endo dsor:0.070 Diagnosis:9ccs251:Abdomnl pain:0.067 Diagnosis:9ccs238:Complic proc | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs238:Complic proc:1.000 Diagnosis:9ccs87:Retinal dx:0.447 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.447 Newborn Diagnosis:9ccs59:Anemia:0.447 Lab:296169 RETICULOCYTE COUNT- LMC:-0.317 Diagnosis:9ccs138:Esophgeal dx:0.112 Diagnosis:9ccs83:Epilepsy/cnv:0.104 Diagnosis:9ccs74:Ot mentl cnd:0.100 Diagnosis:9ccs234:Crush injury:0.084 Newborn Diagnosis:9ccs219:Low birth wt:0.078 Vital: HC Percentile-gain5to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.514 Correlated most with: Diagnosis:9ccs16:Liver/ibd ca:-0.226 Diagnosis:9ccs87:Retinal dx:-0.187 Newborn Diagnosis:9ccs216:Nerv cong an:-0.160 Diagnosis:9ccs3:Oth bact inf:0.124 Diagnosis:9ccs163:Other GU dx:0.114 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.101 Diagnosis:9ccs2604:E Codes: Fire/burn:0.093 Diagnosis:10ccs238:Complic proc:0.093 Diagnosis:9ccs238:Complic proc:-0.084 Diagnosis:9ccs216:Nerv cong an:-0.080 Vital: HC Percentile-gain3to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs16:Liver/ibd ca:0.283 Newborn Diagnosis:9ccs216:Nerv cong an:0.200 Newborn Diagnosis:9ccs95:Oth nerv dx:0.127 Diagnosis:9ccs216:Nerv cong an:0.100 Diagnosis:9ccs163:Other GU dx:-0.088 Diagnosis:10ccs58:Ot nutrit dx:-0.077 Diagnosis:9ccs7:Viral infect:0.067 Diagnosis:9ccs258:Other screen:-0.060 Diagnosis:9ccs2603:E Codes: Fall:-0.059 Diagnosis:9ccs8:Oth infectns:-0.057 Vital: HC Percentile-avg5to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs16:Liver/ibd ca:0.151 Diagnosis:9ccs2604:E Codes: Fire/burn:0.131 Diagnosis:10ccs238:Complic proc:0.131 Newborn Diagnosis:9ccs216:Nerv cong an:0.107 Diagnosis:9ccs239:Superfic inj:-0.080 Newborn Diagnosis:9ccs95:Oth nerv dx:0.068 Diagnosis:9ccs10:Immuniz/scrn:0.060 Diagnosis:9ccs216:Nerv cong an:0.054 Diagnosis:9ccs204:Ot joint dx:0.050 Diagnosis:9ccs242:Poisn ot med:0.050 Diagnosis:9ccs76:Meningitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.938 [0.209 4.218] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs76:Meningitis:1.000 Lab:323825 STREP SCREEN THROAT - Sunrise:0.208 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.120 Diagnosis:9ccs224:Ot perint dx:0.091 Number of Visits:0.087 Diagnosis:9ccs243:Poisn nonmed:0.078 Lab:292495 LEAD LEVEL - Sunrise:-0.072 Lab:295669 BILIRUBIN DIRECT - LMC:-0.072 Diagnosis:9ccs59:Anemia:0.070 Diagnosis:9ccs140:Gastritis:0.064 Vital: HC Percentile-avg16to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:10ccs238:Complic proc:0.267 Diagnosis:9ccs2604:E Codes: Fire/burn:0.267 Diagnosis:9ccs138:Esophgeal dx:-0.109 Diagnosis:9ccs204:Ot joint dx:0.101 Diagnosis:9ccs242:Poisn ot med:0.101 Diagnosis:9ccs251:Abdomnl pain:0.074 Diagnosis:9ccs167:Breast dx:0.072 Diagnosis:9ccs256:Exam/eval:0.049 Diagnosis:9ccs59:Anemia:-0.048 Diagnosis:9ccs239:Superfic inj:0.045 Diagnosis:9ccs8:Oth infectns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.599 [0.181 1.985] | indivs AUC:0.518 Correlated most with: Diagnosis:9ccs8:Oth infectns:1.000 Diagnosis:9ccs73:Preadult dx:0.178 Diagnosis:9ccs44:Neoplsm unsp:0.175 Diagnosis:9ccs253:Allergy:0.085 Diagnosis:9ccs52:Nutrit defic:0.084 Number of Visits:0.079 Diagnosis:9ccs200:Oth skin dx:0.075 Newborn Diagnosis:9ccs223:Birth trauma:0.069 Diagnosis:9ccs257:Ot aftercare:0.068 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.060 Vital: HC Percentile-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs87:Retinal dx:-0.680 Diagnosis:9ccs238:Complic proc:-0.304 Diagnosis:9ccs2604:E Codes: Fire/burn:-0.239 Diagnosis:10ccs238:Complic proc:-0.239 Diagnosis:9ccs3:Oth bact inf:0.144 Diagnosis:9ccs95:Oth nerv dx:-0.106 Diagnosis:9ccs143:Abdom hernia:-0.099 Diagnosis:9ccs204:Ot joint dx:-0.091 Diagnosis:9ccs242:Poisn ot med:-0.091 Newborn Diagnosis:9ccs0:No DX:0.090 Vital: HC Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs16:Liver/ibd ca:-0.190 Newborn Diagnosis:9ccs216:Nerv cong an:-0.135 Diagnosis:9ccs87:Retinal dx:0.091 Newborn Diagnosis:9ccs0:No DX:-0.088 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.085 Diagnosis:10ccs58:Ot nutrit dx:0.079 Diagnosis:9ccs134:Ot uppr resp:0.074 Diagnosis:9ccs216:Nerv cong an:-0.067 Diagnosis:9ccs3:Oth bact inf:-0.067 Diagnosis:9ccs257:Ot aftercare:-0.065 Diagnosis:9ccs154:Gastroent | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: nan [ nan nan] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs154:Gastroent:1.000 Diagnosis:9ccs120:Hemmorhoids:0.203 Diagnosis:9ccs153:GI hemorrhag:0.188 Diagnosis:9ccs155:Other GI dx:0.099 Diagnosis:9ccs62:Coag/hemr dx:0.086 Diagnosis:9ccs250:Nausea/vomit:0.084 Newborn Diagnosis:9ccs223:Birth trauma:0.082 Diagnosis:9ccs253:Allergy:0.081 Diagnosis:9ccs256:Exam/eval:0.079 Diagnosis:9ccs222:Perint jaund:0.075 Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.745 [0.564 5.394] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs161:Ot dx kidney:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.400 Diagnosis:9ccs159:UTI:0.240 Newborn Diagnosis:9ccs214:GI cong anom:0.169 Diagnosis:9ccs95:Oth nerv dx:0.098 Diagnosis:9ccs74:Ot mentl cnd:0.096 Diagnosis:9ccs175:Ot femal gen:0.086 Diagnosis:9ccs257:Ot aftercare:0.080 Diagnosis:9ccs168:PID:0.079 Diagnosis:9ccs63:Wht blood dx:0.079 Diagnosis:9ccs64:Ot hematl dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs64:Ot hematl dx:1.000 Diagnosis:9ccs49:DiabMel no c:0.353 Diagnosis:9ccs190:Fetal distrs:0.248 Diagnosis:9ccs61:Sickle cell:0.232 Diagnosis:9ccs62:Coag/hemr dx:0.155 Newborn Diagnosis:9ccs253:Allergy:0.107 Diagnosis:9ccs59:Anemia:0.075 Diagnosis:9ccs154:Gastroent:0.065 Diagnosis:9ccs234:Crush injury:0.063 Diagnosis:9ccs2603:E Codes: Fall:0.053 Diagnosis:9ccs123:Influenza | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs123:Influenza:1.000 Diagnosis:9ccs73:Preadult dx:0.257 Diagnosis:9ccs75:Hx mental dx:0.146 Number of Visits:0.125 Diagnosis:9ccs47:Ot bnign neo:0.115 Diagnosis:9ccs134:Ot uppr resp:0.093 Diagnosis:9ccs122:Pneumonia:0.071 Diagnosis:9ccs133:Oth low resp:0.067 Diagnosis:9ccs0:No DX:0.066 Diagnosis:9ccs126:Ot up rsp in:0.058 Diagnosis:9ccs124:Tonsillitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.832 [0.289 2.398] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs124:Tonsillitis:1.000 Diagnosis:9ccs105:Conduction:0.178 Lab:323700 CULTURE THROAT W SENS - Sunrise:0.128 Diagnosis:9ccs106:Dysrhythmia:0.124 Lab:292495 LEAD LEVEL - Sunrise:-0.097 Diagnosis:9ccs127:COPD:0.097 Diagnosis:9ccs92:Otitis media:0.094 Number of Visits:0.082 Diagnosis:9ccs135:Intest infct:0.071 Diagnosis:9ccs48:Thyroid dsor:0.066 Diagnosis:10ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.057 [0.306 3.653] | indivs AUC:0.500 Correlated most with: Diagnosis:10ccs58:Ot nutrit dx:1.000 Diagnosis:9ccs2603:E Codes: Fall:0.756 Diagnosis:9ccs2620:E Codes: Unspecified:0.228 Diagnosis:9ccs231:Oth fracture:0.129 Diagnosis:9ccs155:Other GI dx:0.089 Diagnosis:9ccs175:Ot femal gen:0.081 Diagnosis:9ccs219:Low birth wt:0.078 Diagnosis:9ccs244:Other injury:0.073 Diagnosis:9ccs239:Superfic inj:0.065 Diagnosis:9ccs125:Bronchitis:0.061 Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.773 [0.270 2.219] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs89:Blindness:1.000 Diagnosis:9ccs91:Other eye dx:0.284 Diagnosis:9ccs217:Ot cong anom:0.259 Diagnosis:9ccs210:SLE:0.172 Diagnosis:9ccs233:Intracrn inj:0.172 Diagnosis:9ccs62:Coag/hemr dx:0.150 Lab:296169 RETICULOCYTE COUNT- LMC:0.124 Diagnosis:9ccs138:Esophgeal dx:0.117 Number of Visits:0.101 Diagnosis:9ccs212:Ot bone dx:0.090 Diagnosis:9ccs153:GI hemorrhag | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.749 [0.170 3.295] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs153:GI hemorrhag:1.000 Diagnosis:9ccs154:Gastroent:0.188 Diagnosis:9ccs147:Anal/rectal:0.113 Newborn Diagnosis:9ccs223:Birth trauma:0.102 Diagnosis:9ccs155:Other GI dx:0.101 Diagnosis:9ccs159:UTI:0.082 Number of Visits:0.078 Diagnosis:9ccs217:Ot cong anom:0.074 Diagnosis:9ccs257:Ot aftercare:0.068 Diagnosis:9ccs222:Perint jaund:0.064 Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.623 [0.144 2.701] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs211:Ot conn tiss:1.000 Diagnosis:9ccs118:Phlebitis:0.222 Diagnosis:9ccs204:Ot joint dx:0.163 Diagnosis:9ccs208:Acq foot def:0.127 Newborn Diagnosis:9ccs96:Hrt valve dx:0.111 Newborn Diagnosis:9ccs217:Ot cong anom:0.107 Diagnosis:9ccs147:Anal/rectal:0.102 Diagnosis:9ccs74:Ot mentl cnd:0.083 Diagnosis:9ccs198:Ot infl skin:0.081 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.079 Vital: HC Percentile-gain10to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.516 Correlated most with: Diagnosis:9ccs2604:E Codes: Fire/burn:0.351 Diagnosis:10ccs238:Complic proc:0.351 Diagnosis:9ccs87:Retinal dx:-0.202 Diagnosis:9ccs204:Ot joint dx:0.133 Diagnosis:9ccs242:Poisn ot med:0.133 Diagnosis:9ccs251:Abdomnl pain:0.098 Diagnosis:9ccs167:Breast dx:0.094 Diagnosis:9ccs238:Complic proc:-0.090 Diagnosis:9ccs153:GI hemorrhag:0.086 Newborn Diagnosis:9ccs223:Birth trauma:0.081 Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.803 [0.181 3.555] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs215:gu cong anom:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.245 Newborn Diagnosis:9ccs253:Allergy:0.152 Diagnosis:9ccs163:Other GU dx:0.137 Diagnosis:9ccs2:Septicemia:0.097 Diagnosis:9ccs143:Abdom hernia:0.092 Diagnosis:9ccs175:Ot femal gen:0.089 Diagnosis:9ccs219:Low birth wt:0.087 Diagnosis:9ccs168:PID:0.082 Newborn Diagnosis:9ccs221:Resp distres:0.082 Vital: HC Percentile-avg13to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs2604:E Codes: Fire/burn:0.310 Diagnosis:10ccs238:Complic proc:0.310 Diagnosis:9ccs163:Other GU dx:-0.238 Diagnosis:9ccs219:Low birth wt:-0.163 Diagnosis:9ccs204:Ot joint dx:0.117 Diagnosis:9ccs242:Poisn ot med:0.117 Diagnosis:9ccs224:Ot perint dx:-0.111 Diagnosis:9ccs113:Late eff CVD:-0.092 Diagnosis:9ccs159:UTI:-0.089 Diagnosis:9ccs251:Abdomnl pain:0.086 Diagnosis:9ccs251:Abdomnl pain | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.467 [0.060 3.610] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:1.000 Diagnosis:9ccs2604:E Codes: Fire/burn:0.276 Diagnosis:10ccs238:Complic proc:0.276 Diagnosis:9ccs246:FUO:0.194 Diagnosis:9ccs62:Coag/hemr dx:0.120 Diagnosis:9ccs204:Ot joint dx:0.100 Diagnosis:9ccs242:Poisn ot med:0.100 Diagnosis:9ccs175:Ot femal gen:0.100 Diagnosis:9ccs168:PID:0.093 Diagnosis:9ccs155:Other GI dx:0.086 Vital: BP-latest | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:0.196 Diagnosis:9ccs214:GI cong anom:0.093 Diagnosis:9ccs4:Mycoses:0.087 Diagnosis:9ccs233:Intracrn inj:-0.079 Diagnosis:9ccs222:Perint jaund:0.068 Diagnosis:9ccs200:Oth skin dx:0.054 Diagnosis:9ccs168:PID:-0.048 Diagnosis:9ccs63:Wht blood dx:-0.048 Diagnosis:9ccs197:Skin infectn:0.047 Diagnosis:9ccs151:Oth liver dx:0.045 Diagnosis:9ccs61:Sickle cell | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs61:Sickle cell:1.000 Lab:306025 PPD:0.272 Diagnosis:9ccs190:Fetal distrs:0.234 Diagnosis:9ccs64:Ot hematl dx:0.232 Diagnosis:9ccs259:Unclassified:0.111 Newborn Diagnosis:9ccs256:Exam/eval:0.082 Diagnosis:9ccs198:Ot infl skin:0.075 Lab:295669 BILIRUBIN DIRECT - LMC:0.070 Diagnosis:9ccs239:Superfic inj:0.062 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.045 Diagnosis:9ccs147:Anal/rectal | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs147:Anal/rectal:1.000 Diagnosis:9ccs2619:e codes: other specified- nec:0.249 Diagnosis:9ccs228:Fx skull fac:0.249 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.174 Diagnosis:9ccs153:GI hemorrhag:0.113 Diagnosis:9ccs211:Ot conn tiss:0.102 Diagnosis:9ccs155:Other GI dx:0.094 Newborn Diagnosis:9ccs217:Ot cong anom:0.089 Diagnosis:9ccs219:Low birth wt:0.087 Newborn Diagnosis:9ccs221:Resp distres:0.082 Diagnosis:9ccs240:Burns | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs240:Burns:1.000 Diagnosis:9ccs127:COPD:0.117 Diagnosis:9ccs2:Septicemia:0.113 Diagnosis:9ccs175:Ot femal gen:0.104 Diagnosis:9ccs141:Ot dx stomch:0.085 Diagnosis:9ccs133:Oth low resp:0.082 Diagnosis:9ccs239:Superfic inj:0.072 Diagnosis:9ccs128:Asthma:0.066 Diagnosis:9ccs153:GI hemorrhag:0.062 Diagnosis:9ccs155:Other GI dx:0.061 Vital: BP-avg19to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs134:Ot uppr resp:0.623 Diagnosis:9ccs233:Intracrn inj:-0.303 Diagnosis:9ccs2:Septicemia:-0.124 Diagnosis:9ccs159:UTI:0.085 Diagnosis:9ccs58:Ot nutrit dx:0.083 Diagnosis:9ccs224:Ot perint dx:-0.082 Diagnosis:9ccs83:Epilepsy/cnv:-0.074 Diagnosis:9ccs208:Acq foot def:0.068 Diagnosis:9ccs135:Intest infct:-0.054 Diagnosis:9ccs253:Allergy:-0.053 Diagnosis:9ccs243:Poisn nonmed | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs243:Poisn nonmed:1.000 Lab:292495 LEAD LEVEL - Sunrise:-0.414 Diagnosis:9ccs242:Poisn ot med:0.115 Lab:294495 LEAD, BLOOD - LMC:-0.092 Diagnosis:9ccs59:Anemia:0.091 Diagnosis:9ccs163:Other GU dx:0.085 Diagnosis:9ccs76:Meningitis:0.078 Diagnosis:9ccs55:Fluid/elc dx:0.075 Diagnosis:9ccs92:Otitis media:0.057 Diagnosis:9ccs239:Superfic inj:0.057 Diagnosis:9ccs2:Septicemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2:Septicemia:1.000 Diagnosis:9ccs233:Intracrn inj:0.408 Newborn Diagnosis:9ccs216:Nerv cong an:0.287 Newborn Diagnosis:9ccs215:gu cong anom:0.132 Diagnosis:9ccs240:Burns:0.113 Diagnosis:9ccs215:gu cong anom:0.097 Diagnosis:9ccs83:Epilepsy/cnv:0.094 Diagnosis:9ccs197:Skin infectn:0.079 Diagnosis:9ccs89:Blindness:0.064 Diagnosis:9ccs122:Pneumonia:0.060 Lab:294205 TSH REFLEX TO FT4 - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:1.000 Lab:294147 FREE T4 - LMC:0.502 Diagnosis:9ccs140:Gastritis:0.228 Diagnosis:9ccs48:Thyroid dsor:-0.167 Diagnosis:9ccs94:Other ear dx:0.076 Diagnosis:9ccs91:Other eye dx:0.075 Diagnosis:9ccs217:Ot cong anom:0.073 Diagnosis:9ccs197:Skin infectn:0.069 Diagnosis:9ccs4:Mycoses:0.067 Diagnosis:9ccs198:Ot infl skin:0.065 Diagnosis:9ccs231:Oth fracture | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs231:Oth fracture:1.000 Diagnosis:9ccs229:Fx arm:0.332 Diagnosis:9ccs223:Birth trauma:0.255 Diagnosis:10ccs58:Ot nutrit dx:0.129 Diagnosis:9ccs2603:E Codes: Fall:0.096 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.090 Diagnosis:9ccs239:Superfic inj:0.085 Diagnosis:9ccs244:Other injury:0.070 Diagnosis:9ccs127:COPD:0.058 Diagnosis:9ccs122:Pneumonia:0.042 Diagnosis:9ccs212:Ot bone dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.128 [0.246 5.176] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs212:Ot bone dx:1.000 Diagnosis:9ccs210:SLE:0.288 Diagnosis:9ccs254:Rehab:0.288 Diagnosis:9ccs52:Nutrit defic:0.141 Diagnosis:9ccs62:Coag/hemr dx:0.125 Diagnosis:9ccs209:Ot acq defor:0.095 Diagnosis:9ccs89:Blindness:0.090 Diagnosis:9ccs51:Ot endo dsor:0.077 Newborn Diagnosis:9ccs96:Hrt valve dx:0.070 Newborn Diagnosis:9ccs222:Perint jaund:0.066 Lab:292495 LEAD LEVEL - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.502 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:1.000 Diagnosis:9ccs243:Poisn nonmed:-0.414 Diagnosis:9ccs105:Conduction:-0.268 Diagnosis:9ccs106:Dysrhythmia:-0.190 Diagnosis:9ccs204:Ot joint dx:0.103 Diagnosis:9ccs124:Tonsillitis:-0.097 Lab:294495 LEAD, BLOOD - LMC:0.077 Diagnosis:9ccs213:Cardiac anom:-0.074 Number of Visits:-0.074 Diagnosis:9ccs76:Meningitis:-0.072 Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.400 [0.052 3.055] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs55:Fluid/elc dx:1.000 Diagnosis:9ccs204:Ot joint dx:0.092 Diagnosis:9ccs242:Poisn ot med:0.092 Diagnosis:9ccs219:Low birth wt:0.091 Lab:294147 FREE T4 - LMC:0.086 Diagnosis:9ccs239:Superfic inj:0.081 Diagnosis:9ccs89:Blindness:0.078 Diagnosis:9ccs259:Unclassified:0.076 Diagnosis:9ccs243:Poisn nonmed:0.075 Diagnosis:9ccs95:Oth nerv dx:0.066 Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs163:Other GU dx:1.000 Diagnosis:9ccs168:PID:0.200 Diagnosis:9ccs215:gu cong anom:0.137 Diagnosis:9ccs159:UTI:0.106 Diagnosis:9ccs242:Poisn ot med:0.104 Diagnosis:9ccs175:Ot femal gen:0.104 Diagnosis:9ccs244:Other injury:0.101 Diagnosis:9ccs224:Ot perint dx:0.101 Number of Visits:0.089 Diagnosis:9ccs243:Poisn nonmed:0.085 Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:1.000 Diagnosis:9ccs230:Fx leg:0.447 Diagnosis:9ccs210:SLE:0.447 Diagnosis:9ccs52:Nutrit defic:0.222 Diagnosis:9ccs64:Ot hematl dx:0.155 Diagnosis:9ccs134:Ot uppr resp:0.150 Diagnosis:9ccs89:Blindness:0.150 Diagnosis:9ccs212:Ot bone dx:0.125 Diagnosis:9ccs251:Abdomnl pain:0.120 Diagnosis:9ccs154:Gastroent:0.086 Diagnosis:9ccs168:PID | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs168:PID:1.000 Diagnosis:9ccs205:Back problem:0.200 Diagnosis:9ccs163:Other GU dx:0.200 Diagnosis:9ccs224:Ot perint dx:0.178 Diagnosis:9ccs63:Wht blood dx:0.121 Diagnosis:9ccs251:Abdomnl pain:0.093 Diagnosis:9ccs167:Breast dx:0.089 Diagnosis:9ccs215:gu cong anom:0.082 Diagnosis:9ccs147:Anal/rectal:0.082 Diagnosis:9ccs161:Ot dx kidney:0.079 Newborn Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.511 Correlated most with: Newborn Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.280 Diagnosis:9ccs118:Phlebitis:0.266 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.266 Diagnosis:9ccs96:Hrt valve dx:0.220 Newborn Diagnosis:9ccs224:Ot perint dx:0.129 Diagnosis:9ccs211:Ot conn tiss:0.111 Diagnosis:9ccs216:Nerv cong an:0.089 Newborn Diagnosis:9ccs221:Resp distres:0.089 Diagnosis:9ccs117:Ot circul dx:0.083 Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs216:Nerv cong an:1.000 Newborn Diagnosis:9ccs5:HIV infectn:0.353 Diagnosis:9ccs118:Phlebitis:0.353 Diagnosis:9ccs16:Liver/ibd ca:0.353 Newborn Diagnosis:9ccs216:Nerv cong an:0.248 Newborn Diagnosis:9ccs95:Oth nerv dx:0.155 Diagnosis:9ccs208:Acq foot def:0.102 Diagnosis:9ccs217:Ot cong anom:0.101 Diagnosis:9ccs95:Oth nerv dx:0.100 Newborn Diagnosis:9ccs96:Hrt valve dx:0.089 Lab:294147 FREE T4 - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500 Correlated most with: Lab:294147 FREE T4 - LMC:1.000 Lab:294205 TSH REFLEX TO FT4 - LMC:0.502 Diagnosis:9ccs48:Thyroid dsor:-0.353 Diagnosis:9ccs204:Ot joint dx:0.126 Diagnosis:9ccs242:Poisn ot med:0.126 Diagnosis:9ccs55:Fluid/elc dx:0.086 Diagnosis:9ccs259:Unclassified:0.084 Diagnosis:9ccs140:Gastritis:0.083 Diagnosis:9ccs59:Anemia:-0.077 Diagnosis:9ccs89:Blindness:0.058 Diagnosis:9ccs214:GI cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs214:GI cong anom:1.000 Diagnosis:9ccs145:Int obstruct:0.288 Diagnosis:9ccs199:Ulcer skin:0.288 Newborn Diagnosis:9ccs0:No DX:0.125 Number of Visits:0.101 Diagnosis:9ccs239:Superfic inj:0.097 Diagnosis:9ccs258:Other screen:0.094 Diagnosis:9ccs133:Oth low resp:0.082 Diagnosis:9ccs136:Teeth dx:0.081 Diagnosis:9ccs4:Mycoses:0.063 Diagnosis:9ccs233:Intracrn inj | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs233:Intracrn inj:1.000 Diagnosis:9ccs2:Septicemia:0.408 Diagnosis:9ccs83:Epilepsy/cnv:0.241 Diagnosis:9ccs89:Blindness:0.172 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.104 Diagnosis:9ccs250:Nausea/vomit:0.103 Diagnosis:9ccs122:Pneumonia:0.087 Diagnosis:9ccs91:Other eye dx:0.081 Diagnosis:9ccs74:Ot mentl cnd:0.079 Diagnosis:9ccs125:Bronchitis:0.044 Diagnosis:9ccs51:Ot endo dsor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs51:Ot endo dsor:1.000 Newborn Diagnosis:9ccs191:Amnios dx:0.141 Diagnosis:9ccs52:Nutrit defic:0.141 Diagnosis:9ccs48:Thyroid dsor:0.113 Diagnosis:9ccs217:Ot cong anom:0.099 Diagnosis:9ccs209:Ot acq defor:0.095 Diagnosis:9ccs208:Acq foot def:0.081 Diagnosis:9ccs212:Ot bone dx:0.077 Diagnosis:9ccs167:Breast dx:0.070 Diagnosis:9ccs128:Asthma:0.066 Diagnosis:9ccs242:Poisn ot med | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs242:Poisn ot med:1.000 Diagnosis:10ccs238:Complic proc:0.377 Diagnosis:9ccs2604:E Codes: Fire/burn:0.377 Diagnosis:9ccs204:Ot joint dx:0.283 Lab:294147 FREE T4 - LMC:0.126 Diagnosis:9ccs243:Poisn nonmed:0.115 Diagnosis:9ccs163:Other GU dx:0.104 Diagnosis:9ccs251:Abdomnl pain:0.100 Diagnosis:9ccs167:Breast dx:0.096 Diagnosis:9ccs259:Unclassified:0.093 Diagnosis:9ccs210:SLE | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs210:SLE:1.000 Diagnosis:9ccs52:Nutrit defic:0.500 Diagnosis:9ccs62:Coag/hemr dx:0.447 Diagnosis:9ccs212:Ot bone dx:0.288 Diagnosis:9ccs89:Blindness:0.172 Diagnosis:9ccs198:Ot infl skin:0.067 Diagnosis:9ccs10:Immuniz/scrn:-0.053 Diagnosis:9ccs90:Eye infectn:0.044 Diagnosis:9ccs200:Oth skin dx:0.040 Diagnosis:9ccs7:Viral infect:0.028 Vital: Wt for Len Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.507 Correlated most with: Lab:297262 HEMOGLOBIN (HEMOCUE):0.133 Newborn Diagnosis:9ccs221:Resp distres:0.095 Newborn Diagnosis:9ccs253:Allergy:0.085 Diagnosis:9ccs239:Superfic inj:-0.068 Diagnosis:9ccs215:gu cong anom:0.067 Diagnosis:9ccs197:Skin infectn:-0.065 Diagnosis:9ccs90:Eye infectn:0.046 Diagnosis:9ccs155:Other GI dx:0.044 MatDeliveryAge:0.044 Diagnosis:9ccs224:Ot perint dx:0.036 Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:1.000 Lab:294147 FREE T4 - LMC:-0.353 Diagnosis:9ccs83:Epilepsy/cnv:0.193 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.167 Diagnosis:9ccs51:Ot endo dsor:0.113 Diagnosis:9ccs167:Breast dx:0.104 Diagnosis:9ccs247:Lymph enlarg:0.075 Number of Visits:0.071 Diagnosis:9ccs7:Viral infect:0.070 Diagnosis:9ccs124:Tonsillitis:0.066 Diagnosis:9ccs205:Back problem | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs205:Back problem:1.000 Diagnosis:9ccs245:Syncope:0.202 Diagnosis:9ccs168:PID:0.200 Diagnosis:9ccs44:Neoplsm unsp:0.141 Diagnosis:9ccs224:Ot perint dx:0.140 Number of Visits:0.101 Diagnosis:9ccs117:Ot circul dx:0.091 Diagnosis:9ccs89:Blindness:0.090 Newborn Diagnosis:9ccs253:Allergy:0.085 Diagnosis:9ccs257:Ot aftercare:0.083 Diagnosis:9ccs208:Acq foot def | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs208:Acq foot def:1.000 Diagnosis:9ccs252:Fatigue:0.301 Diagnosis:9ccs95:Oth nerv dx:0.129 Diagnosis:9ccs211:Ot conn tiss:0.127 Diagnosis:9ccs216:Nerv cong an:0.102 Diagnosis:9ccs209:Ot acq defor:0.101 Diagnosis:9ccs51:Ot endo dsor:0.081 Newborn Diagnosis:9ccs217:Ot cong anom:0.071 Diagnosis:9ccs259:Unclassified:0.067 Diagnosis:9ccs198:Ot infl skin:0.063 Diagnosis:9ccs141:Ot dx stomch | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:1.000 Diagnosis:9ccs250:Nausea/vomit:0.120 Newborn Diagnosis:9ccs215:gu cong anom:0.100 Diagnosis:9ccs240:Burns:0.085 Diagnosis:9ccs215:gu cong anom:0.072 Diagnosis:9ccs138:Esophgeal dx:0.072 Diagnosis:9ccs224:Ot perint dx:0.071 Diagnosis:9ccs161:Ot dx kidney:0.070 Diagnosis:9ccs136:Teeth dx:0.065 Diagnosis:9ccs155:Other GI dx:0.059 Vital: Wt for Len Percentile-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.489 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:0.068 Newborn Diagnosis:9ccs253:Allergy:0.060 Diagnosis:9ccs256:Exam/eval:-0.058 Diagnosis:9ccs258:Other screen:-0.057 Diagnosis:9ccs215:gu cong anom:0.048 Diagnosis:9ccs92:Otitis media:0.037 Diagnosis:9ccs155:Other GI dx:0.032 MatDeliveryAge:0.031 Diagnosis:9ccs7:Viral infect:0.028 Diagnosis:9ccs224:Ot perint dx:0.026 Vital: HC Percentile-avg7to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs87:Retinal dx:-0.821 Diagnosis:10ccs238:Complic proc:0.425 Diagnosis:9ccs2604:E Codes: Fire/burn:0.425 Diagnosis:9ccs238:Complic proc:-0.367 Diagnosis:9ccs204:Ot joint dx:0.161 Diagnosis:9ccs242:Poisn ot med:0.161 Diagnosis:9ccs95:Oth nerv dx:-0.128 Diagnosis:9ccs143:Abdom hernia:-0.119 Diagnosis:9ccs251:Abdomnl pain:0.118 Diagnosis:9ccs167:Breast dx:0.114 Vital: HC Percentile-gain7to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.484 Correlated most with: Diagnosis:10ccs238:Complic proc:-0.391 Diagnosis:9ccs2604:E Codes: Fire/burn:-0.391 Diagnosis:9ccs16:Liver/ibd ca:0.236 Diagnosis:9ccs87:Retinal dx:0.213 Newborn Diagnosis:9ccs216:Nerv cong an:0.167 Diagnosis:9ccs204:Ot joint dx:-0.148 Diagnosis:9ccs242:Poisn ot med:-0.148 Diagnosis:9ccs3:Oth bact inf:-0.121 Diagnosis:9ccs251:Abdomnl pain:-0.109 Newborn Diagnosis:9ccs95:Oth nerv dx:0.106 Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs117:Ot circul dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.310 Diagnosis:9ccs96:Hrt valve dx:0.230 Diagnosis:9ccs205:Back problem:0.091 Newborn Diagnosis:9ccs96:Hrt valve dx:0.083 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.057 Diagnosis:9ccs124:Tonsillitis:0.051 Diagnosis:9ccs8:Oth infectns:0.051 Diagnosis:9ccs258:Other screen:0.051 Diagnosis:9ccs200:Oth skin dx:-0.045 Diagnosis:9ccs230:Fx leg | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs230:Fx leg:1.000 Diagnosis:9ccs62:Coag/hemr dx:0.447 Diagnosis:9ccs134:Ot uppr resp:0.085 Diagnosis:9ccs239:Superfic inj:0.077 Diagnosis:9ccs133:Oth low resp:0.069 Diagnosis:9ccs125:Bronchitis:0.044 Diagnosis:9ccs253:Allergy:-0.024 Diagnosis:9ccs92:Otitis media:-0.021 Diagnosis:9ccs257:Ot aftercare:-0.021 Diagnosis:9ccs7:Viral infect:-0.021 Diagnosis:9ccs70:Schizo/rl dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs70:Schizo/rl dx:1.000 Diagnosis:9ccs95:Oth nerv dx:0.152 Diagnosis:9ccs113:Late eff CVD:0.106 Diagnosis:9ccs94:Other ear dx:0.082 Diagnosis:9ccs74:Ot mentl cnd:0.079 Diagnosis:9ccs151:Oth liver dx:0.073 Diagnosis:9ccs222:Perint jaund:0.072 Diagnosis:9ccs257:Ot aftercare:0.028 Diagnosis:9ccs253:Allergy:-0.024 Diagnosis:9ccs92:Otitis media:-0.021 Diagnosis:9ccs49:DiabMel no c | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs49:DiabMel no c:1.000 Diagnosis:9ccs64:Ot hematl dx:0.353 Diagnosis:9ccs0:No DX:0.106 Diagnosis:9ccs159:UTI:0.103 Diagnosis:9ccs125:Bronchitis:0.044 Diagnosis:9ccs126:Ot up rsp in:-0.040 Diagnosis:9ccs257:Ot aftercare:0.028 Diagnosis:9ccs253:Allergy:-0.024 Diagnosis:9ccs92:Otitis media:-0.021 Diagnosis:9ccs7:Viral infect:-0.021 Lab:294495 LEAD, BLOOD - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:294495 LEAD, BLOOD - LMC:1.000 Lab:294203 BILIRUBIN TOTAL - LMC:-0.100 Diagnosis:9ccs243:Poisn nonmed:-0.092 Lab:295669 BILIRUBIN DIRECT - LMC:-0.087 Diagnosis:9ccs140:Gastritis:-0.077 Lab:292495 LEAD LEVEL - Sunrise:0.077 Diagnosis:9ccs151:Oth liver dx:0.070 Diagnosis:9ccs83:Epilepsy/cnv:-0.070 Diagnosis:9ccs222:Perint jaund:0.069 Diagnosis:9ccs124:Tonsillitis:-0.052 Diagnosis:9ccs204:Ot joint dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs204:Ot joint dx:1.000 Diagnosis:9ccs2604:E Codes: Fire/burn:0.377 Diagnosis:10ccs238:Complic proc:0.377 Diagnosis:9ccs242:Poisn ot med:0.283 Diagnosis:9ccs211:Ot conn tiss:0.163 Lab:294147 FREE T4 - LMC:0.126 Lab:292495 LEAD LEVEL - Sunrise:0.103 Diagnosis:9ccs251:Abdomnl pain:0.100 Diagnosis:9ccs167:Breast dx:0.096 Diagnosis:9ccs55:Fluid/elc dx:0.092 Newborn Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.507 Correlated most with: Newborn Diagnosis:9ccs95:Oth nerv dx:1.000 Diagnosis:9ccs16:Liver/ibd ca:0.447 Newborn Diagnosis:9ccs216:Nerv cong an:0.315 Diagnosis:9ccs216:Nerv cong an:0.155 Diagnosis:9ccs2603:E Codes: Fall:0.150 Newborn Diagnosis:9ccs224:Ot perint dx:0.085 Diagnosis:9ccs10:Immuniz/scrn:-0.062 Diagnosis:9ccs95:Oth nerv dx:0.061 Diagnosis:9ccs138:Esophgeal dx:0.051 Diagnosis:9ccs257:Ot aftercare:-0.047 Vital: BMI Percentile-gain5to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs204:Ot joint dx:0.268 Diagnosis:9ccs127:COPD:0.082 Diagnosis:9ccs128:Asthma:0.071 Diagnosis:9ccs133:Oth low resp:0.055 Diagnosis:9ccs125:Bronchitis:0.041 Diagnosis:9ccs126:Ot up rsp in:0.039 Diagnosis:9ccs7:Viral infect:-0.035 Diagnosis:9ccs92:Otitis media:0.035 Diagnosis:9ccs253:Allergy:-0.034 Number of Visits:0.019 Lab:323700 CULTURE THROAT W SENS - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:323700 CULTURE THROAT W SENS - Sunrise:1.000 Diagnosis:9ccs124:Tonsillitis:0.128 Diagnosis:9ccs122:Pneumonia:-0.066 Diagnosis:9ccs134:Ot uppr resp:-0.065 Diagnosis:9ccs239:Superfic inj:-0.060 Diagnosis:9ccs96:Hrt valve dx:0.060 Diagnosis:9ccs4:Mycoses:-0.056 Diagnosis:9ccs133:Oth low resp:0.055 Diagnosis:9ccs125:Bronchitis:-0.041 Diagnosis:9ccs135:Intest infct:0.041 Newborn Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs58:Ot nutrit dx:1.000 Newborn Diagnosis:9ccs59:Anemia:1.000 Lab:296169 RETICULOCYTE COUNT- LMC:-0.707 Diagnosis:9ccs238:Complic proc:0.447 Diagnosis:9ccs83:Epilepsy/cnv:0.241 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.163 Diagnosis:9ccs138:Esophgeal dx:0.131 Diagnosis:9ccs224:Ot perint dx:0.130 Diagnosis:9ccs250:Nausea/vomit:0.103 Diagnosis:9ccs159:UTI:0.103 Diagnosis:9ccs63:Wht blood dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs63:Wht blood dx:1.000 Newborn Diagnosis:9ccs143:Abdom hernia:0.353 Diagnosis:9ccs209:Ot acq defor:0.121 Newborn Diagnosis:9ccs221:Resp distres:0.121 Diagnosis:9ccs168:PID:0.121 Diagnosis:9ccs159:UTI:0.099 Diagnosis:9ccs143:Abdom hernia:0.091 Diagnosis:9ccs161:Ot dx kidney:0.079 Diagnosis:9ccs257:Ot aftercare:0.062 MatDeliveryAge:0.043 Newborn Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs58:Ot nutrit dx:1.000 Newborn Diagnosis:9ccs59:Anemia:1.000 Lab:296169 RETICULOCYTE COUNT- LMC:-0.707 Diagnosis:9ccs238:Complic proc:0.447 Diagnosis:9ccs83:Epilepsy/cnv:0.241 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.163 Diagnosis:9ccs138:Esophgeal dx:0.131 Diagnosis:9ccs224:Ot perint dx:0.130 Diagnosis:9ccs250:Nausea/vomit:0.103 Diagnosis:9ccs159:UTI:0.103 Diagnosis:9ccs2618:E Codes: Other specified and classifiable | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2618:E Codes: Other specified and classifiable:1.000 Diagnosis:9ccs147:Anal/rectal:0.174 Diagnosis:9ccs136:Teeth dx:0.119 Diagnosis:9ccs94:Other ear dx:0.116 Diagnosis:9ccs244:Other injury:0.089 Diagnosis:9ccs125:Bronchitis:0.062 Diagnosis:9ccs256:Exam/eval:0.055 Diagnosis:9ccs7:Viral infect:0.040 Number of Visits:0.024 Diagnosis:9ccs135:Intest infct:0.022 Newborn Diagnosis:9ccs214:GI cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs214:GI cong anom:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.234 Diagnosis:9ccs161:Ot dx kidney:0.169 Diagnosis:9ccs258:Other screen:0.124 Newborn Diagnosis:9ccs217:Ot cong anom:0.094 Newborn Diagnosis:9ccs94:Other ear dx:-0.090 Lab:295669 BILIRUBIN DIRECT - LMC:0.089 Diagnosis:9ccs127:COPD:0.075 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.070 Diagnosis:9ccs250:Nausea/vomit:0.069 Lab:294199 BILIRUBIN SCAN - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:294199 BILIRUBIN SCAN - LMC:1.000 Diagnosis:9ccs127:COPD:0.092 Diagnosis:9ccs239:Superfic inj:0.049 Diagnosis:9ccs133:Oth low resp:-0.045 Diagnosis:9ccs198:Ot infl skin:-0.044 Diagnosis:9ccs92:Otitis media:0.039 Diagnosis:9ccs155:Other GI dx:0.032 Newborn Diagnosis:9ccs224:Ot perint dx:-0.031 Number of Visits:0.017 Diagnosis:9ccs7:Viral infect:0.010 Vital: BP-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs214:GI cong anom:0.205 Diagnosis:9ccs247:Lymph enlarg:-0.142 Diagnosis:9ccs224:Ot perint dx:0.095 Diagnosis:9ccs250:Nausea/vomit:0.077 Diagnosis:9ccs256:Exam/eval:-0.065 Diagnosis:9ccs239:Superfic inj:0.060 Diagnosis:9ccs222:Perint jaund:0.057 Diagnosis:9ccs198:Ot infl skin:0.054 Diagnosis:9ccs90:Eye infectn:-0.040 Number of Visits:0.040 Lab:306605 BILIRUBIN DIRECT - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.507 Correlated most with: Lab:306605 BILIRUBIN DIRECT - Sunrise:1.000 Diagnosis:9ccs247:Lymph enlarg:0.206 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.105 Diagnosis:9ccs47:Ot bnign neo:-0.097 Diagnosis:9ccs138:Esophgeal dx:-0.070 Newborn Diagnosis:9ccs259:Unclassified:0.066 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.065 Diagnosis:9ccs0:No DX:0.062 Diagnosis:9ccs126:Ot up rsp in:0.054 Diagnosis:9ccs217:Ot cong anom:-0.050 Diagnosis:9ccs175:Ot femal gen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs175:Ot femal gen:1.000 Diagnosis:9ccs240:Burns:0.104 Diagnosis:9ccs163:Other GU dx:0.104 Diagnosis:9ccs251:Abdomnl pain:0.100 Diagnosis:9ccs215:gu cong anom:0.089 Diagnosis:9ccs161:Ot dx kidney:0.086 Diagnosis:10ccs58:Ot nutrit dx:0.081 Diagnosis:9ccs198:Ot infl skin:0.063 Diagnosis:9ccs2603:E Codes: Fall:0.058 Diagnosis:9ccs92:Otitis media:0.055 Diagnosis:9ccs44:Neoplsm unsp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs44:Neoplsm unsp:1.000 Diagnosis:9ccs8:Oth infectns:0.175 Diagnosis:9ccs205:Back problem:0.141 Diagnosis:9ccs89:Blindness:0.081 Diagnosis:9ccs47:Ot bnign neo:0.076 Diagnosis:9ccs217:Ot cong anom:0.071 Diagnosis:9ccs224:Ot perint dx:0.058 Diagnosis:9ccs257:Ot aftercare:0.056 Number of Visits:0.055 Diagnosis:9ccs137:Mouth dx:0.053 Vital: BP-avg16to19 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs96:Hrt valve dx:-0.068 Diagnosis:9ccs59:Anemia:0.066 Diagnosis:9ccs197:Skin infectn:-0.047 Diagnosis:9ccs90:Eye infectn:0.042 Diagnosis:9ccs200:Oth skin dx:0.037 Diagnosis:9ccs257:Ot aftercare:0.033 Diagnosis:9ccs253:Allergy:0.032 Diagnosis:9ccs213:Cardiac anom:-0.018 Number of Visits:0.018 Diagnosis:9ccs159:UTI:-0.014 Lab:321981 BILIRUBIN TOTAL - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.507 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:1.000 Diagnosis:9ccs47:Ot bnign neo:-0.104 Diagnosis:9ccs52:Nutrit defic:-0.101 Diagnosis:9ccs222:Perint jaund:0.077 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.065 Diagnosis:9ccs217:Ot cong anom:-0.054 Diagnosis:9ccs239:Superfic inj:-0.053 Diagnosis:9ccs200:Oth skin dx:-0.045 Diagnosis:9ccs247:Lymph enlarg:0.040 Diagnosis:9ccs138:Esophgeal dx:0.039 Diagnosis:9ccs229:Fx arm | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs229:Fx arm:1.000 Diagnosis:9ccs236:Opn wnd extr:0.407 Diagnosis:9ccs231:Oth fracture:0.332 Diagnosis:9ccs244:Other injury:0.148 Diagnosis:9ccs256:Exam/eval:0.094 Diagnosis:9ccs197:Skin infectn:0.079 Diagnosis:9ccs137:Mouth dx:0.064 Diagnosis:9ccs127:COPD:0.058 MatDeliveryAge:-0.043 Diagnosis:9ccs94:Other ear dx:0.039 Vital: BP-avg10to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs212:Ot bone dx:0.205 Diagnosis:9ccs0:No DX:0.079 Diagnosis:9ccs128:Asthma:0.071 MatDeliveryAge:0.067 Diagnosis:9ccs197:Skin infectn:0.057 Diagnosis:9ccs125:Bronchitis:0.041 Newborn Diagnosis:9ccs224:Ot perint dx:-0.038 Diagnosis:9ccs7:Viral infect:0.035 Diagnosis:9ccs257:Ot aftercare:0.035 Number of Visits:0.028 Diagnosis:9ccs236:Opn wnd extr | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs236:Opn wnd extr:1.000 Diagnosis:9ccs229:Fx arm:0.407 Diagnosis:9ccs197:Skin infectn:0.046 Diagnosis:9ccs253:Allergy:0.035 Diagnosis:9ccs257:Ot aftercare:-0.030 Diagnosis:9ccs7:Viral infect:-0.029 Diagnosis:9ccs90:Eye infectn:0.021 Diagnosis:9ccs200:Oth skin dx:-0.021 Diagnosis:9ccs125:Bronchitis:-0.019 Diagnosis:9ccs135:Intest infct:-0.019 Diagnosis:9ccs129:Asp pneumon | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs129:Asp pneumon:1.000 Diagnosis:9ccs138:Esophgeal dx:0.131 Diagnosis:9ccs128:Asthma:0.095 Diagnosis:9ccs122:Pneumonia:0.087 Diagnosis:9ccs134:Ot uppr resp:0.085 Diagnosis:9ccs256:Exam/eval:0.085 Newborn Diagnosis:9ccs222:Perint jaund:0.073 Diagnosis:9ccs133:Oth low resp:0.069 Number of Visits:0.050 Diagnosis:9ccs135:Intest infct:0.044 Newborn Diagnosis:9ccs220:Birth asphyx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs220:Birth asphyx:1.000 Diagnosis:9ccs219:Low birth wt:0.136 Diagnosis:9ccs239:Superfic inj:0.110 Newborn Diagnosis:9ccs219:Low birth wt:0.064 Newborn Diagnosis:9ccs256:Exam/eval:0.062 Diagnosis:9ccs122:Pneumonia:0.057 Diagnosis:9ccs256:Exam/eval:0.055 Diagnosis:9ccs253:Allergy:0.035 Diagnosis:9ccs7:Viral infect:-0.029 Diagnosis:9ccs126:Ot up rsp in:0.021 Lab:296169 RETICULOCYTE COUNT- LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:296169 RETICULOCYTE COUNT- LMC:1.000 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.707 Newborn Diagnosis:9ccs59:Anemia:-0.707 Diagnosis:9ccs238:Complic proc:-0.317 Lab:295669 BILIRUBIN DIRECT - LMC:-0.218 Lab:294203 BILIRUBIN TOTAL - LMC:-0.210 Diagnosis:9ccs83:Epilepsy/cnv:-0.172 Diagnosis:9ccs234:Crush injury:0.142 Diagnosis:9ccs258:Other screen:0.128 Diagnosis:9ccs89:Blindness:0.124 Newborn Diagnosis:9ccs191:Amnios dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:1.000 Diagnosis:9ccs51:Ot endo dsor:0.141 Diagnosis:9ccs213:Cardiac anom:0.060 Diagnosis:9ccs253:Allergy:0.049 Newborn Diagnosis:9ccs256:Exam/eval:0.038 Diagnosis:9ccs122:Pneumonia:0.033 Diagnosis:9ccs7:Viral infect:0.032 Diagnosis:9ccs155:Other GI dx:-0.029 Diagnosis:9ccs217:Ot cong anom:0.028 Diagnosis:9ccs239:Superfic inj:0.027 Vital: HC Percentile-avg10to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs87:Retinal dx:-0.681 Diagnosis:9ccs238:Complic proc:-0.305 Diagnosis:9ccs95:Oth nerv dx:-0.106 Newborn Diagnosis:9ccs96:Hrt valve dx:0.096 Newborn Diagnosis:9ccs94:Other ear dx:0.093 Diagnosis:9ccs138:Esophgeal dx:-0.093 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.075 Newborn Diagnosis:9ccs219:Low birth wt:-0.070 Diagnosis:9ccs140:Gastritis:0.069 Newborn Diagnosis:9ccs256:Exam/eval:-0.069 Lab:323825 STREP SCREEN THROAT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:1.000 Diagnosis:9ccs76:Meningitis:0.208 Newborn Diagnosis:9ccs221:Resp distres:-0.117 Diagnosis:9ccs159:UTI:0.084 Diagnosis:9ccs211:Ot conn tiss:-0.079 Diagnosis:9ccs128:Asthma:0.078 Diagnosis:9ccs250:Nausea/vomit:-0.072 Diagnosis:9ccs59:Anemia:0.070 Diagnosis:9ccs94:Other ear dx:0.069 Diagnosis:9ccs239:Superfic inj:0.066 Diagnosis:9ccs2620:E Codes: Unspecified | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2620:E Codes: Unspecified:1.000 Diagnosis:10ccs58:Ot nutrit dx:0.228 Diagnosis:9ccs2603:E Codes: Fall:0.172 Diagnosis:9ccs94:Other ear dx:0.082 Diagnosis:9ccs4:Mycoses:0.071 Diagnosis:9ccs198:Ot infl skin:0.067 Diagnosis:9ccs135:Intest infct:0.044 Diagnosis:9ccs125:Bronchitis:0.044 Diagnosis:9ccs155:Other GI dx:0.041 Diagnosis:9ccs200:Oth skin dx:0.040 Diagnosis:9ccs232:Sprain | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs232:Sprain:1.000 Diagnosis:9ccs122:Pneumonia:0.087 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs257:Ot aftercare:0.028 Diagnosis:9ccs92:Otitis media:0.028 Diagnosis:9ccs253:Allergy:0.025 Diagnosis:9ccs7:Viral infect:-0.021 Newborn Diagnosis:9ccs224:Ot perint dx:-0.015 MatDeliveryAge:-0.015 Diagnosis:9ccs126:Ot up rsp in:0.015 Diagnosis:9ccs120:Hemmorhoids | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs120:Hemmorhoids:1.000 Diagnosis:9ccs3:Oth bact inf:0.315 Diagnosis:9ccs154:Gastroent:0.203 Newborn Diagnosis:9ccs94:Other ear dx:-0.131 Number of Visits:0.110 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.104 Diagnosis:9ccs250:Nausea/vomit:0.103 Diagnosis:9ccs128:Asthma:0.095 Diagnosis:9ccs91:Other eye dx:0.081 Diagnosis:9ccs222:Perint jaund:0.072 Diagnosis:9ccs190:Fetal distrs | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs190:Fetal distrs:1.000 Diagnosis:9ccs64:Ot hematl dx:0.248 Diagnosis:9ccs61:Sickle cell:0.234 Diagnosis:9ccs91:Other eye dx:0.052 Diagnosis:9ccs239:Superfic inj:0.049 Diagnosis:9ccs151:Oth liver dx:0.046 Diagnosis:9ccs222:Perint jaund:0.045 Diagnosis:9ccs135:Intest infct:0.022 Diagnosis:9ccs90:Eye infectn:0.021 Diagnosis:9ccs126:Ot up rsp in:0.021 Diagnosis:9ccs171:Menstrual dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs171:Menstrual dx:1.000 Diagnosis:9ccs224:Ot perint dx:0.089 Newborn Diagnosis:9ccs224:Ot perint dx:0.054 Diagnosis:9ccs217:Ot cong anom:0.050 Diagnosis:9ccs92:Otitis media:-0.030 Diagnosis:9ccs7:Viral infect:-0.029 Number of Visits:-0.021 Diagnosis:9ccs200:Oth skin dx:-0.021 Diagnosis:9ccs155:Other GI dx:-0.020 Diagnosis:9ccs90:Eye infectn:-0.019 Diagnosis:9ccs118:Phlebitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs118:Phlebitis:1.000 Diagnosis:9ccs216:Nerv cong an:0.353 Newborn Diagnosis:9ccs96:Hrt valve dx:0.266 Diagnosis:9ccs83:Epilepsy/cnv:0.241 Diagnosis:9ccs211:Ot conn tiss:0.222 Diagnosis:9ccs143:Abdom hernia:0.141 Diagnosis:9ccs127:COPD:0.111 Diagnosis:9ccs113:Late eff CVD:0.106 Diagnosis:9ccs122:Pneumonia:0.087 Diagnosis:9ccs134:Ot uppr resp:0.085 Diagnosis:9ccs246:FUO | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs246:FUO:1.000 Diagnosis:9ccs251:Abdomnl pain:0.194 Diagnosis:9ccs247:Lymph enlarg:0.138 Diagnosis:9ccs239:Superfic inj:0.110 Diagnosis:9ccs10:Immuniz/scrn:-0.075 Diagnosis:9ccs250:Nausea/vomit:0.069 Diagnosis:9ccs259:Unclassified:0.060 Diagnosis:9ccs155:Other GI dx:0.058 Diagnosis:9ccs59:Anemia:0.053 Diagnosis:9ccs94:Other ear dx:0.053 Diagnosis:9ccs132:Lung externl | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs132:Lung externl:1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.163 Diagnosis:9ccs128:Asthma:0.095 Diagnosis:9ccs122:Pneumonia:0.087 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs135:Intest infct:0.044 Diagnosis:9ccs125:Bronchitis:0.044 Diagnosis:9ccs90:Eye infectn:0.044 MatDeliveryAge:-0.044 Newborn Diagnosis:9ccs224:Ot perint dx:0.038 Newborn Diagnosis:9ccs5:HIV infectn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs5:HIV infectn:1.000 Diagnosis:9ccs216:Nerv cong an:0.353 Diagnosis:9ccs257:Ot aftercare:0.028 Diagnosis:9ccs253:Allergy:0.025 MatDeliveryAge:-0.023 Diagnosis:9ccs92:Otitis media:-0.021 Diagnosis:9ccs7:Viral infect:-0.021 Newborn Diagnosis:9ccs224:Ot perint dx:-0.015 Diagnosis:9ccs126:Ot up rsp in:0.015 Diagnosis:9ccs200:Oth skin dx:-0.015 Diagnosis:9ccs142:Appendicitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs142:Appendicitis:1.000 Diagnosis:9ccs143:Abdom hernia:0.141 Newborn Diagnosis:9ccs217:Ot cong anom:0.137 Diagnosis:9ccs217:Ot cong anom:0.079 Diagnosis:9ccs10:Immuniz/scrn:-0.053 Diagnosis:9ccs135:Intest infct:0.044 Diagnosis:9ccs125:Bronchitis:0.044 Diagnosis:9ccs90:Eye infectn:0.044 Diagnosis:9ccs155:Other GI dx:0.041 Diagnosis:9ccs200:Oth skin dx:0.040 Diagnosis:9ccs245:Syncope | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs245:Syncope:1.000 Diagnosis:9ccs83:Epilepsy/cnv:0.341 Newborn Diagnosis:9ccs253:Allergy:0.222 Diagnosis:9ccs205:Back problem:0.202 Newborn Diagnosis:9ccs217:Ot cong anom:0.094 Diagnosis:9ccs224:Ot perint dx:0.089 Diagnosis:9ccs113:Late eff CVD:0.071 Diagnosis:9ccs128:Asthma:0.062 Diagnosis:9ccs256:Exam/eval:0.055 Diagnosis:9ccs94:Other ear dx:0.053 Lab:306025 PPD | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Lab:306025 PPD:1.000 Diagnosis:9ccs61:Sickle cell:0.272 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.135 Newborn Diagnosis:9ccs256:Exam/eval:0.082 Diagnosis:9ccs134:Ot uppr resp:0.075 Diagnosis:9ccs59:Anemia:0.073 Newborn Diagnosis:9ccs222:Perint jaund:-0.066 Diagnosis:9ccs213:Cardiac anom:-0.064 Diagnosis:9ccs138:Esophgeal dx:-0.063 Diagnosis:9ccs198:Ot infl skin:0.062 Vital: BP-avg7to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:0.197 Diagnosis:9ccs59:Anemia:-0.063 Diagnosis:9ccs151:Oth liver dx:0.057 Diagnosis:9ccs197:Skin infectn:0.057 Diagnosis:9ccs222:Perint jaund:0.057 Diagnosis:9ccs135:Intest infct:0.041 Diagnosis:9ccs90:Eye infectn:0.040 Diagnosis:9ccs155:Other GI dx:-0.039 Diagnosis:9ccs200:Oth skin dx:0.039 Newborn Diagnosis:9ccs224:Ot perint dx:0.038 Vital: BP-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs168:PID:-0.251 Diagnosis:9ccs63:Wht blood dx:-0.251 Diagnosis:9ccs217:Ot cong anom:-0.061 Diagnosis:9ccs239:Superfic inj:0.060 Diagnosis:9ccs96:Hrt valve dx:-0.060 Diagnosis:9ccs222:Perint jaund:-0.057 Diagnosis:9ccs90:Eye infectn:-0.040 Diagnosis:9ccs155:Other GI dx:0.039 Diagnosis:9ccs126:Ot up rsp in:-0.039 MatDeliveryAge:0.035 Vital: BP-avg5to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs145:Int obstruct:0.707 Diagnosis:9ccs214:GI cong anom:0.205 Diagnosis:9ccs209:Ot acq defor:-0.130 Newborn Diagnosis:9ccs217:Ot cong anom:-0.100 Diagnosis:9ccs213:Cardiac anom:-0.098 Diagnosis:9ccs113:Late eff CVD:0.079 Diagnosis:9ccs159:UTI:0.077 Diagnosis:9ccs94:Other ear dx:0.063 Diagnosis:9ccs74:Ot mentl cnd:-0.061 Diagnosis:9ccs217:Ot cong anom:-0.061 Diagnosis:9ccs254:Rehab | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs254:Rehab:1.000 Diagnosis:9ccs212:Ot bone dx:0.288 Diagnosis:9ccs247:Lymph enlarg:0.199 Diagnosis:9ccs259:Unclassified:0.091 Diagnosis:9ccs136:Teeth dx:0.084 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs151:Oth liver dx:0.073 Number of Visits:0.060 MatDeliveryAge:0.059 Diagnosis:9ccs125:Bronchitis:0.044 Newborn Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs216:Nerv cong an:1.000 Diagnosis:9ccs16:Liver/ibd ca:0.707 Newborn Diagnosis:9ccs95:Oth nerv dx:0.315 Diagnosis:9ccs2:Septicemia:0.287 Diagnosis:9ccs216:Nerv cong an:0.248 Diagnosis:9ccs127:COPD:0.075 Diagnosis:9ccs250:Nausea/vomit:0.069 Diagnosis:9ccs159:UTI:0.069 Diagnosis:9ccs259:Unclassified:0.060 Diagnosis:9ccs155:Other GI dx:0.058 Lab:292208 CBC/DIFF/PLT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Lab:292208 CBC/DIFF/PLT - Sunrise:1.000 Newborn Diagnosis:9ccs213:Cardiac anom:-0.103 Diagnosis:9ccs113:Late eff CVD:0.091 Diagnosis:9ccs122:Pneumonia:0.076 Lab:295669 BILIRUBIN DIRECT - LMC:-0.071 Diagnosis:9ccs4:Mycoses:-0.065 Diagnosis:9ccs213:Cardiac anom:-0.056 Diagnosis:9ccs224:Ot perint dx:-0.055 Diagnosis:9ccs0:No DX:-0.046 Diagnosis:9ccs155:Other GI dx:0.045 Diagnosis:9ccs2619:e codes: other specified- nec | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2619:e codes: other specified- nec:1.000 Diagnosis:9ccs228:Fx skull fac:1.000 Diagnosis:9ccs147:Anal/rectal:0.249 Diagnosis:9ccs258:Other screen:0.178 Diagnosis:9ccs256:Exam/eval:0.085 Diagnosis:9ccs136:Teeth dx:0.084 Diagnosis:9ccs239:Superfic inj:0.077 Diagnosis:9ccs222:Perint jaund:0.072 Diagnosis:9ccs133:Oth low resp:0.069 Number of Visits:0.053 Diagnosis:10ccs238:Complic proc | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:10ccs238:Complic proc:1.000 Diagnosis:9ccs2604:E Codes: Fire/burn:1.000 Diagnosis:9ccs204:Ot joint dx:0.377 Diagnosis:9ccs242:Poisn ot med:0.377 Diagnosis:9ccs251:Abdomnl pain:0.276 Diagnosis:9ccs167:Breast dx:0.266 Diagnosis:9ccs59:Anemia:0.083 Diagnosis:9ccs197:Skin infectn:0.073 Diagnosis:9ccs222:Perint jaund:0.072 Diagnosis:9ccs135:Intest infct:0.044 Newborn Diagnosis:9ccs176:Contraceptiv | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs176:Contraceptiv:1.000 Diagnosis:9ccs188:Pelvic obstr:0.707 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.104 Diagnosis:9ccs250:Nausea/vomit:0.103 Diagnosis:9ccs136:Teeth dx:0.084 Diagnosis:9ccs74:Ot mentl cnd:0.079 Diagnosis:9ccs222:Perint jaund:0.072 Diagnosis:9ccs198:Ot infl skin:0.067 Diagnosis:9ccs135:Intest infct:0.044 Newborn Diagnosis:9ccs224:Ot perint dx:0.038 Diagnosis:9ccs72:Anxiety dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs72:Anxiety dx:1.000 Diagnosis:9ccs134:Ot uppr resp:0.085 Diagnosis:9ccs256:Exam/eval:0.085 Diagnosis:9ccs136:Teeth dx:0.084 Diagnosis:9ccs74:Ot mentl cnd:0.079 Diagnosis:9ccs217:Ot cong anom:0.079 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs90:Eye infectn:0.044 Number of Visits:0.043 Diagnosis:9ccs155:Other GI dx:0.041 Diagnosis:9ccs145:Int obstruct | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs145:Int obstruct:1.000 Diagnosis:9ccs214:GI cong anom:0.288 Diagnosis:9ccs113:Late eff CVD:0.106 Diagnosis:9ccs159:UTI:0.103 Diagnosis:9ccs94:Other ear dx:0.082 Diagnosis:9ccs239:Superfic inj:0.077 Diagnosis:9ccs151:Oth liver dx:0.073 Diagnosis:9ccs4:Mycoses:0.071 Diagnosis:9ccs198:Ot infl skin:0.067 Diagnosis:9ccs200:Oth skin dx:0.040 Diagnosis:9ccs196:Nml preg/del | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs196:Nml preg/del:1.000 Diagnosis:9ccs2603:E Codes: Fall:0.120 Diagnosis:9ccs197:Skin infectn:0.046 Diagnosis:9ccs198:Ot infl skin:0.041 Diagnosis:9ccs7:Viral infect:0.040 Diagnosis:9ccs92:Otitis media:0.039 Diagnosis:9ccs253:Allergy:-0.034 Diagnosis:9ccs257:Ot aftercare:-0.030 Number of Visits:0.028 Newborn Diagnosis:9ccs224:Ot perint dx:-0.022 Newborn Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs133:Oth low resp:1.000 Diagnosis:9ccs159:UTI:0.103 Newborn Diagnosis:9ccs256:Exam/eval:0.095 Diagnosis:9ccs135:Intest infct:0.044 Diagnosis:9ccs125:Bronchitis:0.044 Newborn Diagnosis:9ccs224:Ot perint dx:0.038 Diagnosis:9ccs257:Ot aftercare:0.028 Diagnosis:9ccs92:Otitis media:0.028 Diagnosis:9ccs253:Allergy:-0.024 Diagnosis:9ccs7:Viral infect:-0.021 Diagnosis:9ccs228:Fx skull fac | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2619:e codes: other specified- nec:1.000 Diagnosis:9ccs228:Fx skull fac:1.000 Diagnosis:9ccs147:Anal/rectal:0.249 Diagnosis:9ccs258:Other screen:0.178 Diagnosis:9ccs256:Exam/eval:0.085 Diagnosis:9ccs136:Teeth dx:0.084 Diagnosis:9ccs239:Superfic inj:0.077 Diagnosis:9ccs222:Perint jaund:0.072 Diagnosis:9ccs133:Oth low resp:0.069 Number of Visits:0.053 Diagnosis:9ccs106:Dysrhythmia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs106:Dysrhythmia:1.000 Diagnosis:9ccs105:Conduction:0.707 Lab:292495 LEAD LEVEL - Sunrise:-0.190 Diagnosis:9ccs219:Low birth wt:0.136 Diagnosis:9ccs124:Tonsillitis:0.124 Diagnosis:9ccs47:Ot bnign neo:0.112 Diagnosis:9ccs213:Cardiac anom:0.092 Diagnosis:9ccs125:Bronchitis:0.062 Diagnosis:9ccs128:Asthma:0.062 Diagnosis:9ccs122:Pneumonia:0.057 Newborn Diagnosis:9ccs197:Skin infectn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs197:Skin infectn:1.000 Diagnosis:9ccs209:Ot acq defor:0.181 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs198:Ot infl skin:0.067 Diagnosis:9ccs135:Intest infct:0.044 Diagnosis:9ccs155:Other GI dx:0.041 MatDeliveryAge:-0.031 Diagnosis:9ccs7:Viral infect:0.028 Diagnosis:9ccs253:Allergy:0.025 Diagnosis:9ccs92:Otitis media:-0.021 Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs221:Resp distres:1.000 Diagnosis:9ccs128:Asthma:0.095 Diagnosis:9ccs122:Pneumonia:0.087 Diagnosis:9ccs133:Oth low resp:0.069 Diagnosis:9ccs135:Intest infct:0.044 Diagnosis:9ccs7:Viral infect:0.028 Diagnosis:9ccs92:Otitis media:0.028 Diagnosis:9ccs253:Allergy:0.025 Diagnosis:9ccs257:Ot aftercare:-0.021 Number of Visits:0.017 Diagnosis:9ccs188:Pelvic obstr | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs188:Pelvic obstr:1.000 Newborn Diagnosis:9ccs176:Contraceptiv:0.707 Diagnosis:9ccs222:Perint jaund:0.102 Diagnosis:9ccs244:Other injury:0.089 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.070 Diagnosis:9ccs250:Nausea/vomit:0.069 Diagnosis:9ccs136:Teeth dx:0.055 Diagnosis:9ccs74:Ot mentl cnd:0.051 Diagnosis:9ccs58:Ot nutrit dx:0.048 Diagnosis:9ccs4:Mycoses:0.044 Diagnosis:9ccs225:Joint injury | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs225:Joint injury:1.000 Diagnosis:9ccs239:Superfic inj:0.077 Newborn Diagnosis:9ccs222:Perint jaund:0.073 Diagnosis:9ccs197:Skin infectn:0.073 Diagnosis:9ccs222:Perint jaund:0.072 Diagnosis:9ccs4:Mycoses:0.071 Diagnosis:9ccs200:Oth skin dx:0.040 Newborn Diagnosis:9ccs224:Ot perint dx:0.038 Diagnosis:9ccs7:Viral infect:0.028 Diagnosis:9ccs257:Ot aftercare:0.028 Diagnosis:9ccs199:Ulcer skin | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs199:Ulcer skin:1.000 Diagnosis:9ccs214:GI cong anom:0.288 Diagnosis:9ccs250:Nausea/vomit:0.103 Diagnosis:9ccs134:Ot uppr resp:0.085 Diagnosis:9ccs256:Exam/eval:0.085 Diagnosis:9ccs136:Teeth dx:0.084 Diagnosis:9ccs91:Other eye dx:0.081 Diagnosis:9ccs239:Superfic inj:0.077 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs4:Mycoses:0.071 Diagnosis:9ccs252:Fatigue | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs252:Fatigue:1.000 Diagnosis:9ccs208:Acq foot def:0.301 Diagnosis:9ccs209:Ot acq defor:0.181 Diagnosis:9ccs47:Ot bnign neo:0.163 Diagnosis:9ccs136:Teeth dx:0.084 Diagnosis:9ccs217:Ot cong anom:0.079 Diagnosis:9ccs96:Hrt valve dx:0.077 Diagnosis:9ccs197:Skin infectn:0.073 Diagnosis:9ccs7:Viral infect:0.028 Diagnosis:9ccs92:Otitis media:0.028 Diagnosis:9ccs2604:E Codes: Fire/burn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:10ccs238:Complic proc:1.000 Diagnosis:9ccs2604:E Codes: Fire/burn:1.000 Diagnosis:9ccs204:Ot joint dx:0.377 Diagnosis:9ccs242:Poisn ot med:0.377 Diagnosis:9ccs251:Abdomnl pain:0.276 Diagnosis:9ccs167:Breast dx:0.266 Diagnosis:9ccs59:Anemia:0.083 Diagnosis:9ccs197:Skin infectn:0.073 Diagnosis:9ccs222:Perint jaund:0.072 Diagnosis:9ccs135:Intest infct:0.044 Diagnosis:9ccs16:Liver/ibd ca | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs16:Liver/ibd ca:1.000 Newborn Diagnosis:9ccs216:Nerv cong an:0.707 Newborn Diagnosis:9ccs95:Oth nerv dx:0.447 Diagnosis:9ccs216:Nerv cong an:0.353 Diagnosis:9ccs250:Nausea/vomit:0.103 Diagnosis:9ccs155:Other GI dx:0.041 Newborn Diagnosis:9ccs224:Ot perint dx:0.038 Diagnosis:9ccs253:Allergy:-0.024 Diagnosis:9ccs92:Otitis media:-0.021 Diagnosis:9ccs257:Ot aftercare:-0.021 Vital : 0.937114933675 MatDeliveryAge : 0.016562151921 Number of Visits : 0.0156421733325 Diagnosis : 0.0153928153678 Newborn Diagnosis : 0.014666271193 Lab : 0.000621654510641 Time to run analysis 0:26:48.448677 Total Time elapsed 13:33:46.456949 ----------------------------------------------------- girls no_min no_census gradientboost regression Running batch 1 of 7 with 16 nodes Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.773, R^2 test: 0.042 Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.836, R^2 test: 0.014 Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.820, R^2 test: 0.067 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.977, Explained Variance Score Train: 0.825 AUC Validation: 0.618, Explained Variance Score Validation: 0.066 AUC Test: 0.774, Explained Variance Score Test: 0.336 Bootstrap CV 13, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.821, R^2 test: 0.224 Bootstrap CV 13, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.889, R^2 test: 0.247 Bootstrap CV 13, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.870, R^2 test: 0.228 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.983, Explained Variance Score Train: 0.899 AUC Validation: 0.830, Explained Variance Score Validation: 0.219 AUC Test: 0.818, Explained Variance Score Test: 0.333 Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.825, R^2 test: 0.165 Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.857, R^2 test: 0.154 Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.907, R^2 test: 0.153 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.951, Explained Variance Score Train: 0.834 AUC Validation: 0.820, Explained Variance Score Validation: 0.133 AUC Test: 0.791, Explained Variance Score Test: 0.311 Bootstrap CV 14, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.804, R^2 test: 0.249 Bootstrap CV 14, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.827, R^2 test: 0.229 Bootstrap CV 14, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.870, R^2 test: 0.252 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.977, Explained Variance Score Train: 0.838 AUC Validation: 0.801, Explained Variance Score Validation: 0.226 AUC Test: 0.747, Explained Variance Score Test: 0.244 Bootstrap CV 11, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.851, R^2 test: 0.186 Bootstrap CV 11, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.905, R^2 test: 0.191 Bootstrap CV 11, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.912, R^2 test: 0.170 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.974, Explained Variance Score Train: 0.882 AUC Validation: 0.840, Explained Variance Score Validation: 0.202 AUC Test: 0.787, Explained Variance Score Test: 0.300 Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.756, R^2 test: 0.273 Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.921, R^2 test: 0.276 Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.900, R^2 test: 0.268 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.959, Explained Variance Score Train: 0.912 AUC Validation: 0.732, Explained Variance Score Validation: 0.284 AUC Test: 0.785, Explained Variance Score Test: 0.313 Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.821, R^2 test: 0.162 Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.875, R^2 test: 0.159 Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.887, R^2 test: 0.125 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.957, Explained Variance Score Train: 0.847 AUC Validation: 0.776, Explained Variance Score Validation: 0.178 AUC Test: 0.791, Explained Variance Score Test: 0.332 Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.847, R^2 test: 0.258 Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.888, R^2 test: 0.226 Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.906, R^2 test: 0.231 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.986, Explained Variance Score Train: 0.905 AUC Validation: 0.666, Explained Variance Score Validation: 0.211 AUC Test: 0.778, Explained Variance Score Test: 0.284 Bootstrap CV 12, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.797, R^2 test: 0.266 Bootstrap CV 12, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.864, R^2 test: 0.269 Bootstrap CV 12, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.931, R^2 test: 0.197 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.967, Explained Variance Score Train: 0.849 AUC Validation: 0.803, Explained Variance Score Validation: 0.266 AUC Test: 0.767, Explained Variance Score Test: 0.263 Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.669, R^2 test: 0.178 Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.799, R^2 test: 0.216 Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.839, R^2 test: 0.141 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.943, Explained Variance Score Train: 0.813 AUC Validation: 0.760, Explained Variance Score Validation: 0.141 AUC Test: 0.760, Explained Variance Score Test: 0.288 Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.798, R^2 test: 0.273 Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.863, R^2 test: 0.265 Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.912, R^2 test: 0.255 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.949, Explained Variance Score Train: 0.871 AUC Validation: 0.777, Explained Variance Score Validation: 0.281 AUC Test: 0.810, Explained Variance Score Test: 0.284 Bootstrap CV 10, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.785, R^2 test: 0.186 Bootstrap CV 10, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.829, R^2 test: 0.162 Bootstrap CV 10, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.865, R^2 test: 0.171 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.962, Explained Variance Score Train: 0.764 AUC Validation: 0.775, Explained Variance Score Validation: 0.176 AUC Test: 0.776, Explained Variance Score Test: 0.230 Bootstrap CV 15, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.698, R^2 test: 0.349 Bootstrap CV 15, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.722, R^2 test: 0.327 Bootstrap CV 15, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.811, R^2 test: 0.349 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.936, Explained Variance Score Train: 0.787 AUC Validation: 0.696, Explained Variance Score Validation: 0.345 AUC Test: 0.794, Explained Variance Score Test: 0.328 Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.863, R^2 test: 0.128 Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.888, R^2 test: 0.153 Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.931, R^2 test: 0.157 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.978, Explained Variance Score Train: 0.912 AUC Validation: 0.717, Explained Variance Score Validation: 0.200 AUC Test: 0.792, Explained Variance Score Test: 0.275 Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.756, R^2 test: 0.189 Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.792, R^2 test: 0.205 Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.823, R^2 test: 0.207 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.958, Explained Variance Score Train: 0.808 AUC Validation: 0.810, Explained Variance Score Validation: 0.266 AUC Test: 0.773, Explained Variance Score Test: 0.273 Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.778, R^2 test: 0.288 Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.827, R^2 test: 0.300 Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.916, R^2 test: 0.266 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.967, Explained Variance Score Train: 0.870 AUC Validation: 0.857, Explained Variance Score Validation: 0.291 AUC Test: 0.814, Explained Variance Score Test: 0.318 Running batch 2 of 7 with 16 nodes Bootstrap CV 16, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.851, R^2 test: 0.361 Bootstrap CV 16, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.893, R^2 test: 0.272 Bootstrap CV 16, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.926, R^2 test: 0.275 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.988, Explained Variance Score Train: 0.882 AUC Validation: 0.851, Explained Variance Score Validation: 0.297 AUC Test: 0.735, Explained Variance Score Test: 0.233 Bootstrap CV 27, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.668, R^2 test: 0.207 Bootstrap CV 27, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.701, R^2 test: 0.186 Bootstrap CV 27, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.706, R^2 test: 0.241 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.922, Explained Variance Score Train: 0.684 AUC Validation: 0.649, Explained Variance Score Validation: 0.197 AUC Test: 0.772, Explained Variance Score Test: 0.285 Bootstrap CV 19, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.792, R^2 test: 0.099 Bootstrap CV 19, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.839, R^2 test: 0.097 Bootstrap CV 19, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.835, R^2 test: 0.090 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.965, Explained Variance Score Train: 0.847 AUC Validation: 0.742, Explained Variance Score Validation: 0.107 AUC Test: 0.762, Explained Variance Score Test: 0.267 Bootstrap CV 26, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.809, R^2 test: 0.273 Bootstrap CV 26, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.853, R^2 test: 0.241 Bootstrap CV 26, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.902, R^2 test: 0.218 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.995, Explained Variance Score Train: 0.817 AUC Validation: 0.772, Explained Variance Score Validation: 0.273 AUC Test: 0.774, Explained Variance Score Test: 0.298 Bootstrap CV 23, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.777, R^2 test: 0.168 Bootstrap CV 23, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.857, R^2 test: 0.154 Bootstrap CV 23, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.839, R^2 test: 0.141 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.964, Explained Variance Score Train: 0.832 AUC Validation: 0.717, Explained Variance Score Validation: 0.151 AUC Test: 0.780, Explained Variance Score Test: 0.241 Bootstrap CV 31, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.893, R^2 test: 0.188 Bootstrap CV 31, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.934, R^2 test: 0.205 Bootstrap CV 31, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.955, R^2 test: 0.211 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.998, Explained Variance Score Train: 0.922 AUC Validation: 0.744, Explained Variance Score Validation: 0.232 AUC Test: 0.776, Explained Variance Score Test: 0.282 Bootstrap CV 20, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.837, R^2 test: 0.237 Bootstrap CV 20, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.900, R^2 test: 0.251 Bootstrap CV 20, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.890, R^2 test: 0.267 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.966, Explained Variance Score Train: 0.887 AUC Validation: 0.725, Explained Variance Score Validation: 0.252 AUC Test: 0.774, Explained Variance Score Test: 0.273 Bootstrap CV 21, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.739, R^2 test: 0.205 Bootstrap CV 21, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.757, R^2 test: 0.262 Bootstrap CV 21, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.781, R^2 test: 0.246 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.967, Explained Variance Score Train: 0.801 AUC Validation: 0.696, Explained Variance Score Validation: 0.268 AUC Test: 0.801, Explained Variance Score Test: 0.338 Bootstrap CV 24, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.657, R^2 test: 0.295 Bootstrap CV 24, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.838, R^2 test: 0.257 Bootstrap CV 24, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.801, R^2 test: 0.239 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.949, Explained Variance Score Train: 0.784 AUC Validation: 0.757, Explained Variance Score Validation: 0.273 AUC Test: 0.786, Explained Variance Score Test: 0.220 Bootstrap CV 30, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.779, R^2 test: 0.158 Bootstrap CV 30, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.810, R^2 test: 0.173 Bootstrap CV 30, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.823, R^2 test: 0.175 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.936, Explained Variance Score Train: 0.814 AUC Validation: 0.821, Explained Variance Score Validation: 0.203 AUC Test: 0.784, Explained Variance Score Test: 0.238 Bootstrap CV 18, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.763, R^2 test: 0.130 Bootstrap CV 18, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.792, R^2 test: 0.160 Bootstrap CV 18, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.841, R^2 test: 0.148 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.945, Explained Variance Score Train: 0.803 AUC Validation: 0.757, Explained Variance Score Validation: 0.181 AUC Test: 0.796, Explained Variance Score Test: 0.234 Bootstrap CV 28, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.663, R^2 test: 0.147 Bootstrap CV 28, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.690, R^2 test: 0.144 Bootstrap CV 28, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.847, R^2 test: 0.191 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.957, Explained Variance Score Train: 0.802 AUC Validation: 0.643, Explained Variance Score Validation: 0.183 AUC Test: 0.799, Explained Variance Score Test: 0.330 Bootstrap CV 25, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.662, R^2 test: 0.388 Bootstrap CV 25, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.796, R^2 test: 0.379 Bootstrap CV 25, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.824, R^2 test: 0.385 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.943, Explained Variance Score Train: 0.787 AUC Validation: 0.795, Explained Variance Score Validation: 0.411 AUC Test: 0.787, Explained Variance Score Test: 0.315 Bootstrap CV 22, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.831, R^2 test: 0.072 Bootstrap CV 22, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.888, R^2 test: 0.077 Bootstrap CV 22, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.877, R^2 test: 0.123 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.960, Explained Variance Score Train: 0.884 AUC Validation: 0.689, Explained Variance Score Validation: 0.164 AUC Test: 0.788, Explained Variance Score Test: 0.311 Bootstrap CV 17, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.820, R^2 test: 0.124 Bootstrap CV 17, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.868, R^2 test: 0.159 Bootstrap CV 17, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.891, R^2 test: 0.147 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.959, Explained Variance Score Train: 0.929 AUC Validation: 0.643, Explained Variance Score Validation: 0.070 AUC Test: 0.804, Explained Variance Score Test: 0.264 Bootstrap CV 29, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.818, R^2 test: 0.113 Bootstrap CV 29, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.874, R^2 test: 0.114 Bootstrap CV 29, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.914, R^2 test: 0.121 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.973, Explained Variance Score Train: 0.932 AUC Validation: 0.662, Explained Variance Score Validation: 0.187 AUC Test: 0.798, Explained Variance Score Test: 0.301 Running batch 3 of 7 with 16 nodes Bootstrap CV 33, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.797, R^2 test: 0.190 Bootstrap CV 33, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.837, R^2 test: 0.198 Bootstrap CV 33, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.827, R^2 test: 0.198 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.965, Explained Variance Score Train: 0.814 AUC Validation: 0.690, Explained Variance Score Validation: 0.222 AUC Test: 0.801, Explained Variance Score Test: 0.316 Bootstrap CV 45, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.817, R^2 test: 0.290 Bootstrap CV 45, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.845, R^2 test: 0.250 Bootstrap CV 45, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.856, R^2 test: 0.261 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.974, Explained Variance Score Train: 0.842 AUC Validation: 0.769, Explained Variance Score Validation: 0.243 AUC Test: 0.777, Explained Variance Score Test: 0.299 Bootstrap CV 41, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.831, R^2 test: 0.128 Bootstrap CV 41, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.833, R^2 test: 0.136 Bootstrap CV 41, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.863, R^2 test: 0.148 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.862 AUC Validation: 0.691, Explained Variance Score Validation: 0.121 AUC Test: 0.737, Explained Variance Score Test: 0.196 Bootstrap CV 43, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.777, R^2 test: 0.170 Bootstrap CV 43, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.834, R^2 test: 0.189 Bootstrap CV 43, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.848, R^2 test: 0.206 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.961, Explained Variance Score Train: 0.850 AUC Validation: 0.834, Explained Variance Score Validation: 0.181 AUC Test: 0.789, Explained Variance Score Test: 0.314 Bootstrap CV 42, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.733, R^2 test: 0.088 Bootstrap CV 42, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.730, R^2 test: 0.094 Bootstrap CV 42, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.774, R^2 test: 0.094 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.947, Explained Variance Score Train: 0.744 AUC Validation: 0.679, Explained Variance Score Validation: 0.139 AUC Test: 0.783, Explained Variance Score Test: 0.254 Bootstrap CV 35, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.771, R^2 test: 0.204 Bootstrap CV 35, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.879, R^2 test: 0.174 Bootstrap CV 35, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.942, R^2 test: 0.207 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.988, Explained Variance Score Train: 0.827 AUC Validation: 0.631, Explained Variance Score Validation: 0.158 AUC Test: 0.779, Explained Variance Score Test: 0.260 Bootstrap CV 47, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.867, R^2 test: 0.277 Bootstrap CV 47, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.933, R^2 test: 0.257 Bootstrap CV 47, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.961, R^2 test: 0.250 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.987, Explained Variance Score Train: 0.942 AUC Validation: 0.805, Explained Variance Score Validation: 0.242 AUC Test: 0.766, Explained Variance Score Test: 0.280 Bootstrap CV 40, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.851, R^2 test: 0.058 Bootstrap CV 40, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.922, R^2 test: 0.067 Bootstrap CV 40, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.949, R^2 test: 0.116 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.997, Explained Variance Score Train: 0.954 AUC Validation: 0.732, Explained Variance Score Validation: 0.081 AUC Test: 0.758, Explained Variance Score Test: 0.257 Bootstrap CV 34, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.808, R^2 test: 0.202 Bootstrap CV 34, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.873, R^2 test: 0.201 Bootstrap CV 34, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.873, R^2 test: 0.205 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.992, Explained Variance Score Train: 0.877 AUC Validation: 0.901, Explained Variance Score Validation: 0.221 AUC Test: 0.746, Explained Variance Score Test: 0.200 Bootstrap CV 39, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.726, R^2 test: 0.172 Bootstrap CV 39, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.847, R^2 test: 0.189 Bootstrap CV 39, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.882, R^2 test: 0.182 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.962, Explained Variance Score Train: 0.819 AUC Validation: 0.752, Explained Variance Score Validation: 0.264 AUC Test: 0.768, Explained Variance Score Test: 0.247 Bootstrap CV 37, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.722, R^2 test: 0.112 Bootstrap CV 37, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.815, R^2 test: 0.160 Bootstrap CV 37, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.838, R^2 test: 0.177 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.932, Explained Variance Score Train: 0.745 AUC Validation: 0.754, Explained Variance Score Validation: 0.184 AUC Test: 0.771, Explained Variance Score Test: 0.301 Bootstrap CV 36, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.806, R^2 test: 0.228 Bootstrap CV 36, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.832, R^2 test: 0.251 Bootstrap CV 36, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.866, R^2 test: 0.272 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.861 AUC Validation: 0.786, Explained Variance Score Validation: 0.267 AUC Test: 0.799, Explained Variance Score Test: 0.290 Bootstrap CV 46, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.780, R^2 test: 0.141 Bootstrap CV 46, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.850, R^2 test: 0.114 Bootstrap CV 46, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.883, R^2 test: 0.129 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.981, Explained Variance Score Train: 0.880 AUC Validation: 0.690, Explained Variance Score Validation: 0.140 AUC Test: 0.759, Explained Variance Score Test: 0.268 Bootstrap CV 38, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.796, R^2 test: 0.175 Bootstrap CV 38, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.820, R^2 test: 0.195 Bootstrap CV 38, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.828, R^2 test: 0.151 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.970, Explained Variance Score Train: 0.852 AUC Validation: 0.702, Explained Variance Score Validation: 0.164 AUC Test: 0.764, Explained Variance Score Test: 0.272 Bootstrap CV 32, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.673, R^2 test: 0.081 Bootstrap CV 32, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.742, R^2 test: 0.027 Bootstrap CV 32, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.846, R^2 test: 0.055 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.964, Explained Variance Score Train: 0.866 AUC Validation: 0.743, Explained Variance Score Validation: -0.072 AUC Test: 0.769, Explained Variance Score Test: 0.262 Bootstrap CV 44, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.699, R^2 test: 0.208 Bootstrap CV 44, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.762, R^2 test: 0.189 Bootstrap CV 44, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.792, R^2 test: 0.201 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.989, Explained Variance Score Train: 0.834 AUC Validation: 0.746, Explained Variance Score Validation: 0.241 AUC Test: 0.790, Explained Variance Score Test: 0.262 Running batch 4 of 7 with 16 nodes Bootstrap CV 57, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.848, R^2 test: 0.232 Bootstrap CV 57, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.854, R^2 test: 0.220 Bootstrap CV 57, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.894, R^2 test: 0.233 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.972, Explained Variance Score Train: 0.838 AUC Validation: 0.708, Explained Variance Score Validation: 0.228 AUC Test: 0.806, Explained Variance Score Test: 0.298 Bootstrap CV 54, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.763, R^2 test: 0.173 Bootstrap CV 54, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.811, R^2 test: 0.183 Bootstrap CV 54, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.821, R^2 test: 0.193 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.958, Explained Variance Score Train: 0.765 AUC Validation: 0.818, Explained Variance Score Validation: 0.255 AUC Test: 0.830, Explained Variance Score Test: 0.290 Bootstrap CV 56, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.896, R^2 test: 0.330 Bootstrap CV 56, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.878, R^2 test: 0.243 Bootstrap CV 56, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.893, R^2 test: 0.291 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.962, Explained Variance Score Train: 0.914 AUC Validation: 0.772, Explained Variance Score Validation: 0.335 AUC Test: 0.801, Explained Variance Score Test: 0.357 Bootstrap CV 51, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.857, R^2 test: 0.264 Bootstrap CV 51, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.890, R^2 test: 0.340 Bootstrap CV 51, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.883, R^2 test: 0.299 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.978, Explained Variance Score Train: 0.837 AUC Validation: 0.886, Explained Variance Score Validation: 0.279 AUC Test: 0.800, Explained Variance Score Test: 0.321 Bootstrap CV 62, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.794, R^2 test: 0.208 Bootstrap CV 62, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.789, R^2 test: 0.241 Bootstrap CV 62, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.839, R^2 test: 0.240 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.972, Explained Variance Score Train: 0.810 AUC Validation: 0.710, Explained Variance Score Validation: 0.249 AUC Test: 0.801, Explained Variance Score Test: 0.296 Bootstrap CV 58, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.824, R^2 test: 0.393 Bootstrap CV 58, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.912, R^2 test: 0.409 Bootstrap CV 58, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.869, R^2 test: 0.409 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.966, Explained Variance Score Train: 0.868 AUC Validation: 0.833, Explained Variance Score Validation: 0.419 AUC Test: 0.792, Explained Variance Score Test: 0.313 Bootstrap CV 53, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.794, R^2 test: 0.155 Bootstrap CV 53, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.871, R^2 test: 0.157 Bootstrap CV 53, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.922, R^2 test: 0.169 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.972, Explained Variance Score Train: 0.864 AUC Validation: 0.716, Explained Variance Score Validation: 0.165 AUC Test: 0.740, Explained Variance Score Test: 0.200 Bootstrap CV 63, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.840, R^2 test: 0.194 Bootstrap CV 63, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.872, R^2 test: 0.191 Bootstrap CV 63, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.936, R^2 test: 0.149 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.966, Explained Variance Score Train: 0.917 AUC Validation: 0.654, Explained Variance Score Validation: 0.187 AUC Test: 0.780, Explained Variance Score Test: 0.276 Bootstrap CV 61, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.777, R^2 test: 0.332 Bootstrap CV 61, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.877, R^2 test: 0.277 Bootstrap CV 61, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.866, R^2 test: 0.300 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.862 AUC Validation: 0.835, Explained Variance Score Validation: 0.273 AUC Test: 0.776, Explained Variance Score Test: 0.329 Bootstrap CV 48, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.883, R^2 test: 0.439 Bootstrap CV 48, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.896, R^2 test: 0.350 Bootstrap CV 48, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.886, R^2 test: 0.418 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.983, Explained Variance Score Train: 0.899 AUC Validation: 0.838, Explained Variance Score Validation: 0.406 AUC Test: 0.776, Explained Variance Score Test: 0.322 Bootstrap CV 52, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.708, R^2 test: 0.170 Bootstrap CV 52, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.787, R^2 test: 0.142 Bootstrap CV 52, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.828, R^2 test: 0.187 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.942, Explained Variance Score Train: 0.761 AUC Validation: 0.718, Explained Variance Score Validation: 0.188 AUC Test: 0.776, Explained Variance Score Test: 0.285 Bootstrap CV 55, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.797, R^2 test: 0.045 Bootstrap CV 55, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.838, R^2 test: 0.035 Bootstrap CV 55, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.837, R^2 test: 0.055 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.962, Explained Variance Score Train: 0.824 AUC Validation: 0.677, Explained Variance Score Validation: 0.070 AUC Test: 0.800, Explained Variance Score Test: 0.302 Bootstrap CV 49, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.870, R^2 test: 0.277 Bootstrap CV 49, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.922, R^2 test: 0.276 Bootstrap CV 49, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.962, R^2 test: 0.286 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.985, Explained Variance Score Train: 0.955 AUC Validation: 0.731, Explained Variance Score Validation: 0.293 AUC Test: 0.772, Explained Variance Score Test: 0.263 Bootstrap CV 60, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.746, R^2 test: 0.195 Bootstrap CV 60, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.850, R^2 test: 0.218 Bootstrap CV 60, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.851, R^2 test: 0.213 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.956, Explained Variance Score Train: 0.847 AUC Validation: 0.807, Explained Variance Score Validation: 0.239 AUC Test: 0.787, Explained Variance Score Test: 0.226 Bootstrap CV 59, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.767, R^2 test: 0.167 Bootstrap CV 59, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.842, R^2 test: 0.150 Bootstrap CV 59, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.860, R^2 test: 0.162 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.838 AUC Validation: 0.720, Explained Variance Score Validation: 0.223 AUC Test: 0.783, Explained Variance Score Test: 0.306 Bootstrap CV 50, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.821, R^2 test: 0.126 Bootstrap CV 50, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.887, R^2 test: 0.039 Bootstrap CV 50, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.916, R^2 test: 0.093 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.966, Explained Variance Score Train: 0.924 AUC Validation: 0.792, Explained Variance Score Validation: 0.097 AUC Test: 0.752, Explained Variance Score Test: 0.241 Running batch 5 of 7 with 16 nodes Bootstrap CV 73, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.934, R^2 test: 0.337 Bootstrap CV 73, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.949, R^2 test: 0.323 Bootstrap CV 73, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.963, R^2 test: 0.329 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.986, Explained Variance Score Train: 0.920 AUC Validation: 0.783, Explained Variance Score Validation: 0.347 AUC Test: 0.765, Explained Variance Score Test: 0.242 Bootstrap CV 67, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.775, R^2 test: 0.273 Bootstrap CV 67, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.862, R^2 test: 0.293 Bootstrap CV 67, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.899, R^2 test: 0.278 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.962, Explained Variance Score Train: 0.906 AUC Validation: 0.723, Explained Variance Score Validation: 0.352 AUC Test: 0.804, Explained Variance Score Test: 0.292 Bootstrap CV 64, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.790, R^2 test: 0.096 Bootstrap CV 64, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.855, R^2 test: 0.150 Bootstrap CV 64, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.859, R^2 test: 0.165 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.954, Explained Variance Score Train: 0.863 AUC Validation: 0.735, Explained Variance Score Validation: 0.195 AUC Test: 0.753, Explained Variance Score Test: 0.288 Bootstrap CV 69, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.895, R^2 test: 0.367 Bootstrap CV 69, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.903, R^2 test: 0.360 Bootstrap CV 69, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.952, R^2 test: 0.377 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.984, Explained Variance Score Train: 0.931 AUC Validation: 0.803, Explained Variance Score Validation: 0.373 AUC Test: 0.795, Explained Variance Score Test: 0.311 Bootstrap CV 66, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.705, R^2 test: 0.314 Bootstrap CV 66, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.728, R^2 test: 0.295 Bootstrap CV 66, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.773, R^2 test: 0.357 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.945, Explained Variance Score Train: 0.733 AUC Validation: 0.748, Explained Variance Score Validation: 0.333 AUC Test: 0.788, Explained Variance Score Test: 0.259 Bootstrap CV 68, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.676, R^2 test: 0.363 Bootstrap CV 68, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.761, R^2 test: 0.349 Bootstrap CV 68, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.806, R^2 test: 0.347 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.956, Explained Variance Score Train: 0.789 AUC Validation: 0.880, Explained Variance Score Validation: 0.378 AUC Test: 0.780, Explained Variance Score Test: 0.294 Bootstrap CV 77, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.814, R^2 test: 0.258 Bootstrap CV 77, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.857, R^2 test: 0.259 Bootstrap CV 77, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.867, R^2 test: 0.253 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.983, Explained Variance Score Train: 0.885 AUC Validation: 0.734, Explained Variance Score Validation: 0.286 AUC Test: 0.757, Explained Variance Score Test: 0.200 Bootstrap CV 72, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.843, R^2 test: 0.155 Bootstrap CV 72, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.892, R^2 test: 0.182 Bootstrap CV 72, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.943, R^2 test: 0.159 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.972, Explained Variance Score Train: 0.919 AUC Validation: 0.676, Explained Variance Score Validation: 0.196 AUC Test: 0.784, Explained Variance Score Test: 0.259 Bootstrap CV 78, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.680, R^2 test: 0.300 Bootstrap CV 78, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.792, R^2 test: 0.250 Bootstrap CV 78, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.855, R^2 test: 0.241 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.814 AUC Validation: 0.741, Explained Variance Score Validation: 0.237 AUC Test: 0.788, Explained Variance Score Test: 0.316 Bootstrap CV 65, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.681, R^2 test: 0.252 Bootstrap CV 65, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.887, R^2 test: 0.328 Bootstrap CV 65, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.916, R^2 test: 0.327 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.955, Explained Variance Score Train: 0.864 AUC Validation: 0.767, Explained Variance Score Validation: 0.279 AUC Test: 0.806, Explained Variance Score Test: 0.347 Bootstrap CV 79, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.824, R^2 test: 0.186 Bootstrap CV 79, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.893, R^2 test: 0.135 Bootstrap CV 79, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.917, R^2 test: 0.158 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.953, Explained Variance Score Train: 0.845 AUC Validation: 0.738, Explained Variance Score Validation: 0.217 AUC Test: 0.795, Explained Variance Score Test: 0.269 Bootstrap CV 71, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.674, R^2 test: 0.250 Bootstrap CV 71, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.707, R^2 test: 0.210 Bootstrap CV 71, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.751, R^2 test: 0.236 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.968, Explained Variance Score Train: 0.762 AUC Validation: 0.779, Explained Variance Score Validation: 0.231 AUC Test: 0.783, Explained Variance Score Test: 0.297 Bootstrap CV 76, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.870, R^2 test: 0.063 Bootstrap CV 76, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.904, R^2 test: 0.067 Bootstrap CV 76, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.885, R^2 test: 0.034 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.992, Explained Variance Score Train: 0.910 AUC Validation: 0.699, Explained Variance Score Validation: 0.122 AUC Test: 0.798, Explained Variance Score Test: 0.282 Bootstrap CV 75, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.725, R^2 test: 0.225 Bootstrap CV 75, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.840, R^2 test: 0.202 Bootstrap CV 75, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.845, R^2 test: 0.172 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.946, Explained Variance Score Train: 0.884 AUC Validation: 0.854, Explained Variance Score Validation: 0.220 AUC Test: 0.805, Explained Variance Score Test: 0.315 Bootstrap CV 74, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.652, R^2 test: 0.128 Bootstrap CV 74, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.827, R^2 test: 0.085 Bootstrap CV 74, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.797, R^2 test: 0.227 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.977, Explained Variance Score Train: 0.850 AUC Validation: 0.731, Explained Variance Score Validation: 0.187 AUC Test: 0.777, Explained Variance Score Test: 0.305 Bootstrap CV 70, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.864, R^2 test: 0.073 Bootstrap CV 70, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.918, R^2 test: 0.024 Bootstrap CV 70, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.965, R^2 test: 0.019 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.968, Explained Variance Score Train: 0.943 AUC Validation: 0.614, Explained Variance Score Validation: -0.018 AUC Test: 0.783, Explained Variance Score Test: 0.311 Running batch 6 of 7 with 16 nodes Bootstrap CV 89, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.703, R^2 test: 0.145 Bootstrap CV 89, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.793, R^2 test: 0.093 Bootstrap CV 89, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.823, R^2 test: 0.085 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.976, Explained Variance Score Train: 0.807 AUC Validation: 0.814, Explained Variance Score Validation: 0.114 AUC Test: 0.812, Explained Variance Score Test: 0.301 Bootstrap CV 83, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.775, R^2 test: 0.144 Bootstrap CV 83, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.860, R^2 test: 0.107 Bootstrap CV 83, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.906, R^2 test: 0.144 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.912 AUC Validation: 0.629, Explained Variance Score Validation: 0.074 AUC Test: 0.798, Explained Variance Score Test: 0.334 Bootstrap CV 92, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.701, R^2 test: 0.180 Bootstrap CV 92, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.746, R^2 test: 0.204 Bootstrap CV 92, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.748, R^2 test: 0.187 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.937, Explained Variance Score Train: 0.717 AUC Validation: 0.786, Explained Variance Score Validation: 0.202 AUC Test: 0.772, Explained Variance Score Test: 0.304 Bootstrap CV 80, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.729, R^2 test: 0.183 Bootstrap CV 80, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.728, R^2 test: 0.155 Bootstrap CV 80, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.794, R^2 test: 0.146 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.964, Explained Variance Score Train: 0.779 AUC Validation: 0.725, Explained Variance Score Validation: 0.194 AUC Test: 0.809, Explained Variance Score Test: 0.278 Bootstrap CV 95, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.849, R^2 test: -0.009 Bootstrap CV 95, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.884, R^2 test: -0.032 Bootstrap CV 95, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.907, R^2 test: -0.035 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.968, Explained Variance Score Train: 0.919 AUC Validation: 0.587, Explained Variance Score Validation: -0.061 AUC Test: 0.750, Explained Variance Score Test: 0.301 Bootstrap CV 88, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.726, R^2 test: 0.280 Bootstrap CV 88, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.785, R^2 test: 0.315 Bootstrap CV 88, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.886, R^2 test: 0.296 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.956, Explained Variance Score Train: 0.769 AUC Validation: 0.782, Explained Variance Score Validation: 0.371 AUC Test: 0.810, Explained Variance Score Test: 0.321 Bootstrap CV 84, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.816, R^2 test: 0.037 Bootstrap CV 84, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.879, R^2 test: 0.020 Bootstrap CV 84, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.919, R^2 test: 0.013 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.982, Explained Variance Score Train: 0.901 AUC Validation: 0.597, Explained Variance Score Validation: 0.019 AUC Test: 0.769, Explained Variance Score Test: 0.263 Bootstrap CV 94, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.865, R^2 test: 0.212 Bootstrap CV 94, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.838, R^2 test: 0.209 Bootstrap CV 94, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.887, R^2 test: 0.189 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.968, Explained Variance Score Train: 0.878 AUC Validation: 0.795, Explained Variance Score Validation: 0.230 AUC Test: 0.805, Explained Variance Score Test: 0.305 Bootstrap CV 93, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.814, R^2 test: 0.339 Bootstrap CV 93, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.842, R^2 test: 0.352 Bootstrap CV 93, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.915, R^2 test: 0.306 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.979, Explained Variance Score Train: 0.879 AUC Validation: 0.784, Explained Variance Score Validation: 0.323 AUC Test: 0.778, Explained Variance Score Test: 0.240 Bootstrap CV 87, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.718, R^2 test: 0.276 Bootstrap CV 87, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.747, R^2 test: 0.255 Bootstrap CV 87, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.800, R^2 test: 0.284 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.984, Explained Variance Score Train: 0.818 AUC Validation: 0.831, Explained Variance Score Validation: 0.318 AUC Test: 0.768, Explained Variance Score Test: 0.300 Bootstrap CV 85, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.801, R^2 test: 0.274 Bootstrap CV 85, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.821, R^2 test: 0.289 Bootstrap CV 85, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.845, R^2 test: 0.299 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.922, Explained Variance Score Train: 0.856 AUC Validation: 0.729, Explained Variance Score Validation: 0.326 AUC Test: 0.799, Explained Variance Score Test: 0.284 Bootstrap CV 81, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.808, R^2 test: 0.190 Bootstrap CV 81, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.825, R^2 test: 0.218 Bootstrap CV 81, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.825, R^2 test: 0.218 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.968, Explained Variance Score Train: 0.840 AUC Validation: 0.771, Explained Variance Score Validation: 0.236 AUC Test: 0.786, Explained Variance Score Test: 0.256 Bootstrap CV 86, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.706, R^2 test: 0.304 Bootstrap CV 86, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.752, R^2 test: 0.313 Bootstrap CV 86, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.740, R^2 test: 0.330 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.932, Explained Variance Score Train: 0.749 AUC Validation: 0.879, Explained Variance Score Validation: 0.304 AUC Test: 0.732, Explained Variance Score Test: 0.177 Bootstrap CV 82, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.766, R^2 test: 0.372 Bootstrap CV 82, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.825, R^2 test: 0.440 Bootstrap CV 82, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.856, R^2 test: 0.491 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.919, Explained Variance Score Train: 0.868 AUC Validation: 0.808, Explained Variance Score Validation: 0.447 AUC Test: 0.772, Explained Variance Score Test: 0.288 Bootstrap CV 90, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.694, R^2 test: 0.175 Bootstrap CV 90, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.747, R^2 test: 0.208 Bootstrap CV 90, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.761, R^2 test: 0.249 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.967, Explained Variance Score Train: 0.807 AUC Validation: 0.764, Explained Variance Score Validation: 0.254 AUC Test: 0.814, Explained Variance Score Test: 0.334 Bootstrap CV 91, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.852, R^2 test: 0.325 Bootstrap CV 91, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.877, R^2 test: 0.278 Bootstrap CV 91, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.902, R^2 test: 0.277 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.989, Explained Variance Score Train: 0.910 AUC Validation: 0.835, Explained Variance Score Validation: 0.252 AUC Test: 0.797, Explained Variance Score Test: 0.299 Running batch 7 of 7 with 4 nodes Bootstrap CV 97, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.824, R^2 test: 0.209 Bootstrap CV 97, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.882, R^2 test: 0.200 Bootstrap CV 97, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.929, R^2 test: 0.203 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.970, Explained Variance Score Train: 0.930 AUC Validation: 0.718, Explained Variance Score Validation: 0.225 AUC Test: 0.812, Explained Variance Score Test: 0.347 Bootstrap CV 96, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.683, R^2 test: 0.210 Bootstrap CV 96, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.813, R^2 test: 0.175 Bootstrap CV 96, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.810, R^2 test: 0.193 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.965, Explained Variance Score Train: 0.842 AUC Validation: 0.729, Explained Variance Score Validation: 0.190 AUC Test: 0.803, Explained Variance Score Test: 0.294 Bootstrap CV 99, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.645, R^2 test: 0.239 Bootstrap CV 99, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.788, R^2 test: 0.266 Bootstrap CV 99, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.812, R^2 test: 0.282 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.965, Explained Variance Score Train: 0.754 AUC Validation: 0.722, Explained Variance Score Validation: 0.240 AUC Test: 0.784, Explained Variance Score Test: 0.289 Bootstrap CV 98, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.805, R^2 test: 0.176 Bootstrap CV 98, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.922, R^2 test: 0.166 Bootstrap CV 98, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.879, R^2 test: 0.187 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.983, Explained Variance Score Train: 0.950 AUC Validation: 0.758, Explained Variance Score Validation: 0.232 AUC Test: 0.783, Explained Variance Score Test: 0.317 total Variables 2026 and total subjects: 1698 ->AUC validation: 0.751 95% CI: [0.738 , 0.764] ->AUC test: 0.783 95% CI: [0.779 , 0.787] ->R^2 validation: 0.221 95% CI: [0.202 , 0.239] ->R^2 test: 0.285 95% CI: [0.278 , 0.292] ->Explained Variance validation: 0.204 95% CI: [0.184 , 0.223] ->Explained Variance test: 0.269 95% CI: [0.261 , 0.277] Test set metrics: @threshold:2.020, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:1.332, sens:0.036, spec:1.000, ppv:1.000, acc:0.844, f1:0.070, mcc:0.000, total+:2, total-:337 @threshold:1.264, sens:0.055, spec:0.996, ppv:0.750, acc:0.844, f1:0.102, mcc:0.190, total+:4, total-:335 @threshold:1.111, sens:0.073, spec:0.993, ppv:0.667, acc:0.844, f1:0.131, mcc:0.100, total+:6, total-:333 @threshold:1.089, sens:0.091, spec:0.993, ppv:0.714, acc:0.847, f1:0.161, mcc:0.118, total+:7, total-:332 @threshold:0.994, sens:0.091, spec:0.989, ppv:0.625, acc:0.844, f1:0.159, mcc:0.071, total+:8, total-:331 @threshold:0.957, sens:0.109, spec:0.986, ppv:0.600, acc:0.844, f1:0.185, mcc:0.056, total+:10, total-:329 @threshold:0.933, sens:0.145, spec:0.982, ppv:0.615, acc:0.847, f1:0.235, mcc:0.054, total+:13, total-:326 @threshold:0.900, sens:0.164, spec:0.979, ppv:0.600, acc:0.847, f1:0.257, mcc:0.046, total+:15, total-:324 @threshold:0.880, sens:0.200, spec:0.975, ppv:0.611, acc:0.850, f1:0.301, mcc:0.045, total+:18, total-:321 @threshold:0.759, sens:0.218, spec:0.965, ppv:0.545, acc:0.844, f1:0.312, mcc:0.030, total+:22, total-:317 @threshold:0.692, sens:0.218, spec:0.961, ppv:0.522, acc:0.841, f1:0.308, mcc:0.026, total+:23, total-:316 @threshold:0.574, sens:0.236, spec:0.961, ppv:0.542, acc:0.844, f1:0.329, mcc:0.028, total+:24, total-:315 @threshold:0.513, sens:0.291, spec:0.958, ppv:0.571, acc:0.850, f1:0.386, mcc:0.030, total+:28, total-:311 @threshold:0.511, sens:0.309, spec:0.958, ppv:0.586, acc:0.853, f1:0.405, mcc:0.032, total+:29, total-:310 @threshold:0.503, sens:0.309, spec:0.954, ppv:0.567, acc:0.850, f1:0.400, mcc:0.029, total+:30, total-:309 @threshold:0.492, sens:0.327, spec:0.951, ppv:0.562, acc:0.850, f1:0.414, mcc:0.027, total+:32, total-:307 @threshold:0.437, sens:0.400, spec:0.947, ppv:0.595, acc:0.858, f1:0.478, mcc:0.030, total+:37, total-:302 @threshold:0.418, sens:0.418, spec:0.947, ppv:0.605, acc:0.861, f1:0.495, mcc:0.031, total+:38, total-:301 @threshold:0.413, sens:0.418, spec:0.944, ppv:0.590, acc:0.858, f1:0.489, mcc:0.028, total+:39, total-:300 @threshold:0.345, sens:0.436, spec:0.923, ppv:0.522, acc:0.844, f1:0.475, mcc:0.019, total+:46, total-:293 @threshold:0.336, sens:0.455, spec:0.919, ppv:0.521, acc:0.844, f1:0.485, mcc:0.019, total+:48, total-:291 @threshold:0.323, sens:0.473, spec:0.915, ppv:0.520, acc:0.844, f1:0.495, mcc:0.019, total+:50, total-:289 @threshold:0.294, sens:0.491, spec:0.912, ppv:0.519, acc:0.844, f1:0.505, mcc:0.018, total+:52, total-:287 @threshold:0.242, sens:0.509, spec:0.887, ppv:0.467, acc:0.826, f1:0.487, mcc:0.013, total+:60, total-:279 @threshold:0.236, sens:0.509, spec:0.884, ppv:0.459, acc:0.823, f1:0.483, mcc:0.013, total+:61, total-:278 @threshold:0.152, sens:0.527, spec:0.831, ppv:0.377, acc:0.782, f1:0.439, mcc:0.008, total+:77, total-:262 @threshold:0.145, sens:0.527, spec:0.827, ppv:0.372, acc:0.779, f1:0.436, mcc:0.007, total+:78, total-:261 @threshold:0.108, sens:0.545, spec:0.803, ppv:0.349, acc:0.761, f1:0.426, mcc:0.006, total+:86, total-:253 @threshold:0.103, sens:0.564, spec:0.799, ppv:0.352, acc:0.761, f1:0.434, mcc:0.006, total+:88, total-:251 @threshold:0.086, sens:0.582, spec:0.792, ppv:0.352, acc:0.758, f1:0.438, mcc:0.006, total+:91, total-:248 @threshold:0.085, sens:0.582, spec:0.789, ppv:0.348, acc:0.755, f1:0.435, mcc:0.006, total+:92, total-:247 @threshold:0.016, sens:0.600, spec:0.718, ppv:0.292, acc:0.699, f1:0.393, mcc:0.004, total+:113, total-:226 @threshold:0.009, sens:0.600, spec:0.715, ppv:0.289, acc:0.696, f1:0.391, mcc:0.004, total+:114, total-:225 @threshold:0.004, sens:0.618, spec:0.711, ppv:0.293, acc:0.696, f1:0.398, mcc:0.004, total+:116, total-:223 @threshold:0.000, sens:0.618, spec:0.708, ppv:0.291, acc:0.693, f1:0.395, mcc:0.004, total+:117, total-:222 @threshold:-0.017, sens:0.636, spec:0.683, ppv:0.280, acc:0.676, f1:0.389, mcc:0.003, total+:125, total-:214 @threshold:-0.019, sens:0.636, spec:0.680, ppv:0.278, acc:0.673, f1:0.387, mcc:0.003, total+:126, total-:213 @threshold:-0.020, sens:0.655, spec:0.680, ppv:0.283, acc:0.676, f1:0.396, mcc:0.004, total+:127, total-:212 @threshold:-0.024, sens:0.673, spec:0.676, ppv:0.287, acc:0.676, f1:0.402, mcc:0.004, total+:129, total-:210 @threshold:-0.033, sens:0.691, spec:0.658, ppv:0.281, acc:0.664, f1:0.400, mcc:0.003, total+:135, total-:204 @threshold:-0.033, sens:0.691, spec:0.655, ppv:0.279, acc:0.661, f1:0.398, mcc:0.003, total+:136, total-:203 @threshold:-0.034, sens:0.709, spec:0.648, ppv:0.281, acc:0.658, f1:0.402, mcc:0.003, total+:139, total-:200 @threshold:-0.036, sens:0.709, spec:0.644, ppv:0.279, acc:0.655, f1:0.400, mcc:0.003, total+:140, total-:199 @threshold:-0.071, sens:0.727, spec:0.602, ppv:0.261, acc:0.622, f1:0.385, mcc:0.003, total+:153, total-:186 @threshold:-0.071, sens:0.727, spec:0.599, ppv:0.260, acc:0.619, f1:0.383, mcc:0.003, total+:154, total-:185 @threshold:-0.099, sens:0.745, spec:0.574, ppv:0.253, acc:0.602, f1:0.378, mcc:0.003, total+:162, total-:177 @threshold:-0.100, sens:0.745, spec:0.570, ppv:0.252, acc:0.599, f1:0.376, mcc:0.003, total+:163, total-:176 @threshold:-0.130, sens:0.764, spec:0.539, ppv:0.243, acc:0.575, f1:0.368, mcc:0.002, total+:173, total-:166 @threshold:-0.131, sens:0.764, spec:0.535, ppv:0.241, acc:0.572, f1:0.367, mcc:0.002, total+:174, total-:165 @threshold:-0.147, sens:0.782, spec:0.525, ppv:0.242, acc:0.566, f1:0.369, mcc:0.002, total+:178, total-:161 @threshold:-0.151, sens:0.782, spec:0.521, ppv:0.240, acc:0.563, f1:0.368, mcc:0.002, total+:179, total-:160 @threshold:-0.156, sens:0.800, spec:0.514, ppv:0.242, acc:0.560, f1:0.371, mcc:0.002, total+:182, total-:157 @threshold:-0.159, sens:0.800, spec:0.511, ppv:0.240, acc:0.558, f1:0.370, mcc:0.002, total+:183, total-:156 @threshold:-0.199, sens:0.818, spec:0.468, ppv:0.230, acc:0.525, f1:0.359, mcc:0.002, total+:196, total-:143 @threshold:-0.203, sens:0.818, spec:0.465, ppv:0.228, acc:0.522, f1:0.357, mcc:0.002, total+:197, total-:142 @threshold:-0.207, sens:0.836, spec:0.465, ppv:0.232, acc:0.525, f1:0.364, mcc:0.002, total+:198, total-:141 @threshold:-0.215, sens:0.855, spec:0.461, ppv:0.235, acc:0.525, f1:0.369, mcc:0.002, total+:200, total-:139 @threshold:-0.239, sens:0.873, spec:0.430, ppv:0.229, acc:0.501, f1:0.362, mcc:0.002, total+:210, total-:129 @threshold:-0.241, sens:0.873, spec:0.426, ppv:0.227, acc:0.499, f1:0.361, mcc:0.002, total+:211, total-:128 @threshold:-0.255, sens:0.891, spec:0.408, ppv:0.226, acc:0.487, f1:0.360, mcc:0.002, total+:217, total-:122 @threshold:-0.258, sens:0.891, spec:0.405, ppv:0.225, acc:0.484, f1:0.359, mcc:0.002, total+:218, total-:121 @threshold:-0.259, sens:0.909, spec:0.405, ppv:0.228, acc:0.487, f1:0.365, mcc:0.002, total+:219, total-:120 @threshold:-0.260, sens:0.909, spec:0.401, ppv:0.227, acc:0.484, f1:0.364, mcc:0.002, total+:220, total-:119 @threshold:-0.293, sens:0.927, spec:0.380, ppv:0.225, acc:0.469, f1:0.362, mcc:0.002, total+:227, total-:112 @threshold:-0.300, sens:0.927, spec:0.377, ppv:0.224, acc:0.466, f1:0.360, mcc:0.002, total+:228, total-:111 @threshold:-0.472, sens:0.945, spec:0.222, ppv:0.190, acc:0.339, f1:0.317, mcc:0.002, total+:273, total-:66 @threshold:-0.476, sens:0.945, spec:0.218, ppv:0.190, acc:0.336, f1:0.316, mcc:0.002, total+:274, total-:65 @threshold:-0.520, sens:0.964, spec:0.187, ppv:0.187, acc:0.313, f1:0.313, mcc:0.002, total+:284, total-:55 @threshold:-0.535, sens:0.964, spec:0.183, ppv:0.186, acc:0.310, f1:0.312, mcc:0.002, total+:285, total-:54 @threshold:-0.639, sens:0.982, spec:0.120, ppv:0.178, acc:0.260, f1:0.301, mcc:0.001, total+:304, total-:35 @threshold:-0.645, sens:0.982, spec:0.116, ppv:0.177, acc:0.257, f1:0.300, mcc:0.001, total+:305, total-:34 @threshold:-1.286, sens:1.000, spec:0.004, ppv:0.163, acc:0.165, f1:0.280, mcc:0.001, total+:338, total-:1 * Vital: BMI-latest | coef 0.011 95% CI: [0.009 , 0.012] | OR_adj 1.011 [1.009 1.012] | occ: 1621 | OR_unadj: 4.766 [3.528 6.438] | indivs AUC:0.795 Correlated most with: Diagnosis:9ccs221:Resp distres:-0.116 Diagnosis:9ccs58:Ot nutrit dx:0.077 Diagnosis:9ccs259:Unclassified:-0.071 Diagnosis:9ccs126:Ot up rsp in:0.070 Diagnosis:9ccs48:Thyroid dsor:-0.064 Diagnosis:9ccs74:Ot mentl cnd:0.058 Diagnosis:9ccs247:Lymph enlarg:0.057 Diagnosis:9ccs253:Allergy:0.053 Diagnosis:9ccs233:Intracrn inj:0.053 Newborn Diagnosis:9ccs59:Anemia:-0.049 Vital: Temp-avg13to16 | coef 0.009 95% CI: [0.008 , 0.011] | OR_adj 1.009 [1.008 1.011] | occ: 1313 | OR_unadj: 1.227 [0.936 1.609] | indivs AUC:0.567 Correlated most with: Diagnosis:9ccs92:Otitis media:0.145 Diagnosis:9ccs124:Tonsillitis:0.081 Diagnosis:9ccs154:Gastroent:-0.068 Number of Visits:0.065 Diagnosis:9ccs159:UTI:0.062 Newborn Diagnosis:9ccs94:Other ear dx:0.061 Diagnosis:9ccs126:Ot up rsp in:0.059 Diagnosis:9ccs4:Mycoses:0.046 Diagnosis:9ccs243:Poisn nonmed:0.046 Diagnosis:9ccs215:gu cong anom:0.046 Vital: Wt for Length ZScore-gain5to10 | coef 0.009 95% CI: [0.008 , 0.010] | OR_adj 1.009 [1.008 1.010] | occ: 1438 | OR_unadj: 1.002 [0.766 1.310] | indivs AUC:0.523 Correlated most with: Newborn Diagnosis:9ccs220:Birth asphyx:-0.070 Lab:294199 BILIRUBIN SCAN - LMC:-0.063 Lab:292495 LEAD LEVEL - Sunrise:-0.059 Newborn Diagnosis:9ccs219:Low birth wt:-0.059 Newborn Diagnosis:9ccs221:Resp distres:-0.058 Diagnosis:9ccs58:Ot nutrit dx:0.058 Diagnosis:9ccs236:Opn wnd extr:-0.055 Diagnosis:9ccs52:Nutrit defic:0.055 Diagnosis:9ccs145:Int obstruct:-0.054 Diagnosis:9ccs196:Nml preg/del:-0.054 * Number of Visits | coef 0.009 95% CI: [0.008 , 0.010] | OR_adj 1.009 [1.008 1.010] | occ: 1645 | OR_unadj: 0.708 [0.535 0.936] | indivs AUC:0.478 Correlated most with: Number of Visits:1.000 Diagnosis:9ccs126:Ot up rsp in:0.430 Diagnosis:9ccs92:Otitis media:0.408 Diagnosis:9ccs7:Viral infect:0.408 Diagnosis:9ccs133:Oth low resp:0.337 Diagnosis:9ccs257:Ot aftercare:0.325 Diagnosis:9ccs135:Intest infct:0.310 Diagnosis:9ccs155:Other GI dx:0.304 Diagnosis:9ccs90:Eye infectn:0.286 Diagnosis:9ccs10:Immuniz/scrn:0.277 MatDeliveryAge | coef 0.009 95% CI: [0.008 , 0.010] | OR_adj 1.009 [1.008 1.010] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.518 Correlated most with: MatDeliveryAge:1.000 Newborn Diagnosis:9ccs259:Unclassified:0.105 Number of Visits:0.088 Diagnosis:9ccs136:Teeth dx:0.080 Diagnosis:9ccs87:Retinal dx:0.071 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.069 Diagnosis:9ccs95:Oth nerv dx:0.061 Diagnosis:9ccs10:Immuniz/scrn:0.061 Diagnosis:9ccs126:Ot up rsp in:0.059 Diagnosis:9ccs254:Rehab:0.059 Vital: Temp-avg5to7 | coef 0.009 95% CI: [0.008 , 0.010] | OR_adj 1.009 [1.008 1.010] | occ: 1315 | OR_unadj: 1.008 [0.763 1.331] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs94:Other ear dx:0.078 Diagnosis:9ccs123:Influenza:0.061 Diagnosis:9ccs234:Crush injury:0.060 Diagnosis:9ccs90:Eye infectn:0.056 Diagnosis:9ccs134:Ot uppr resp:0.055 Number of Visits:0.054 Diagnosis:9ccs151:Oth liver dx:0.052 Diagnosis:9ccs219:Low birth wt:-0.052 Diagnosis:9ccs217:Ot cong anom:-0.050 Diagnosis:9ccs52:Nutrit defic:0.049 Vital: Temp-avg10to13 | coef 0.009 95% CI: [0.008 , 0.010] | OR_adj 1.009 [1.008 1.010] | occ: 1399 | OR_unadj: 1.016 [0.764 1.351] | indivs AUC:0.560 Correlated most with: Diagnosis:9ccs175:Ot femal gen:-0.199 Diagnosis:9ccs223:Birth trauma:-0.120 Diagnosis:9ccs247:Lymph enlarg:-0.090 Newborn Diagnosis:9ccs259:Unclassified:-0.079 MatDeliveryAge:-0.070 Diagnosis:9ccs259:Unclassified:-0.067 Diagnosis:9ccs10:Immuniz/scrn:-0.064 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.063 Diagnosis:9ccs251:Abdomnl pain:0.054 Diagnosis:9ccs136:Teeth dx:-0.046 * Vital: Wt Change-latest | coef 0.008 95% CI: [0.007 , 0.010] | OR_adj 1.008 [1.007 1.010] | occ: 979 | OR_unadj: 1.660 [1.219 2.259] | indivs AUC:0.608 Correlated most with: Number of Visits:-0.181 Diagnosis:9ccs126:Ot up rsp in:-0.138 Diagnosis:9ccs92:Otitis media:-0.120 Diagnosis:9ccs125:Bronchitis:-0.110 Newborn Diagnosis:9ccs143:Abdom hernia:0.097 Diagnosis:9ccs133:Oth low resp:-0.082 Newborn Diagnosis:9ccs0:No DX:0.081 Diagnosis:9ccs135:Intest infct:-0.079 Diagnosis:9ccs257:Ot aftercare:-0.078 Diagnosis:9ccs7:Viral infect:-0.071 * Vital: Wt-gain7to13 | coef 0.008 95% CI: [0.006 , 0.011] | OR_adj 1.008 [1.006 1.011] | occ: 1465 | OR_unadj: 1.582 [1.200 2.085] | indivs AUC:0.584 Correlated most with: Diagnosis:9ccs5:HIV infectn:-0.077 Newborn Diagnosis:9ccs143:Abdom hernia:0.067 Diagnosis:9ccs10:Immuniz/scrn:-0.066 Diagnosis:9ccs16:Liver/ibd ca:0.066 Lab:292495 LEAD LEVEL - Sunrise:-0.061 Diagnosis:9ccs232:Sprain:-0.061 Diagnosis:9ccs52:Nutrit defic:-0.060 Diagnosis:9ccs153:GI hemorrhag:-0.058 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.055 Diagnosis:9ccs197:Skin infectn:-0.051 Vital: Temp-avg0to1 | coef 0.008 95% CI: [0.008 , 0.009] | OR_adj 1.008 [1.008 1.009] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.490 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.092 Diagnosis:9ccs118:Phlebitis:0.071 Newborn Diagnosis:9ccs214:GI cong anom:-0.064 Diagnosis:9ccs76:Meningitis:0.063 Diagnosis:9ccs216:Nerv cong an:0.063 Diagnosis:9ccs58:Ot nutrit dx:-0.063 Diagnosis:9ccs7:Viral infect:-0.061 Diagnosis:9ccs120:Hemmorhoids:-0.057 Diagnosis:9ccs92:Otitis media:0.057 Diagnosis:9ccs214:GI cong anom:0.056 Vital: Temp-avg19to24 | coef 0.008 95% CI: [0.008 , 0.009] | OR_adj 1.008 [1.008 1.009] | occ: 1373 | OR_unadj: 1.181 [0.894 1.561] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs133:Oth low resp:-0.092 Lab:294495 LEAD, BLOOD - LMC:0.081 Diagnosis:9ccs154:Gastroent:-0.068 Diagnosis:9ccs92:Otitis media:0.066 Diagnosis:9ccs10:Immuniz/scrn:-0.065 Diagnosis:9ccs238:Complic proc:0.065 Diagnosis:9ccs254:Rehab:0.062 Diagnosis:9ccs200:Oth skin dx:-0.060 Diagnosis:9ccs242:Poisn ot med:-0.055 Diagnosis:9ccs125:Bronchitis:0.055 Vital: Temp-avg3to5 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1313 | OR_unadj: 0.989 [0.753 1.299] | indivs AUC:0.470 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.102 Number of Visits:0.090 Diagnosis:9ccs229:Fx arm:-0.067 Diagnosis:9ccs246:FUO:0.064 Diagnosis:9ccs118:Phlebitis:0.063 Diagnosis:9ccs234:Crush injury:0.062 Diagnosis:9ccs247:Lymph enlarg:0.061 Diagnosis:9ccs254:Rehab:0.060 Diagnosis:9ccs217:Ot cong anom:-0.060 Diagnosis:9ccs197:Skin infectn:-0.059 * Vital: Wt for Length ZScore-avg1to3 | coef 0.008 95% CI: [0.007 , 0.010] | OR_adj 1.008 [1.007 1.010] | occ: 1348 | OR_unadj: 1.471 [1.126 1.921] | indivs AUC:0.589 Correlated most with: Diagnosis:9ccs259:Unclassified:-0.078 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.078 Newborn Diagnosis:9ccs59:Anemia:-0.078 Newborn Diagnosis:9ccs221:Resp distres:-0.066 Diagnosis:9ccs147:Anal/rectal:0.065 Lab:306025 PPD:0.065 Diagnosis:9ccs64:Ot hematl dx:-0.062 Diagnosis:9ccs125:Bronchitis:0.060 Diagnosis:9ccs238:Complic proc:-0.058 Diagnosis:9ccs217:Ot cong anom:-0.056 * Vital: Wt for Length ZScore-gain13to19 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1451 | OR_unadj: 1.313 [1.006 1.713] | indivs AUC:0.514 Correlated most with: Diagnosis:9ccs5:HIV infectn:0.092 Newborn Diagnosis:9ccs223:Birth trauma:-0.077 Diagnosis:9ccs163:Other GU dx:-0.065 Newborn Diagnosis:9ccs222:Perint jaund:0.065 Diagnosis:9ccs240:Burns:-0.063 Diagnosis:9ccs143:Abdom hernia:0.059 Newborn Diagnosis:9ccs219:Low birth wt:0.058 Diagnosis:9ccs247:Lymph enlarg:-0.057 Diagnosis:9ccs221:Resp distres:0.055 Number of Visits:0.053 * Vital: Wt-gain3to7 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1439 | OR_unadj: 1.333 [1.022 1.740] | indivs AUC:0.560 Correlated most with: Diagnosis:9ccs236:Opn wnd extr:-0.093 Lab:292495 LEAD LEVEL - Sunrise:-0.091 Diagnosis:9ccs92:Otitis media:0.074 Diagnosis:9ccs128:Asthma:0.068 Diagnosis:9ccs5:HIV infectn:0.064 Diagnosis:9ccs126:Ot up rsp in:0.064 Diagnosis:9ccs7:Viral infect:0.063 Newborn Diagnosis:9ccs220:Birth asphyx:-0.057 Number of Visits:0.055 Diagnosis:9ccs233:Intracrn inj:0.055 * Vital: BMI-avg0to1 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1326 | OR_unadj: 1.323 [1.012 1.730] | indivs AUC:0.621 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.237 Diagnosis:9ccs219:Low birth wt:-0.162 Newborn Diagnosis:9ccs224:Ot perint dx:0.093 Newborn Diagnosis:9ccs221:Resp distres:-0.090 Newborn Diagnosis:9ccs253:Allergy:-0.090 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.087 Newborn Diagnosis:9ccs256:Exam/eval:-0.084 Diagnosis:9ccs222:Perint jaund:-0.063 Lab:296169 RETICULOCYTE COUNT- LMC:0.059 Diagnosis:9ccs74:Ot mentl cnd:-0.057 Vital: Wt-avg0to1 | coef 0.008 95% CI: [0.006 , 0.009] | OR_adj 1.008 [1.006 1.010] | occ: 1336 | OR_unadj: 1.096 [0.838 1.434] | indivs AUC:0.526 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.362 Diagnosis:9ccs219:Low birth wt:-0.222 Newborn Diagnosis:9ccs221:Resp distres:-0.150 Newborn Diagnosis:9ccs256:Exam/eval:-0.139 Newborn Diagnosis:9ccs224:Ot perint dx:0.130 Newborn Diagnosis:9ccs253:Allergy:-0.111 Newborn Diagnosis:9ccs222:Perint jaund:-0.107 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.105 Diagnosis:9ccs222:Perint jaund:-0.098 Diagnosis:9ccs143:Abdom hernia:-0.082 Vital: Temp-latest | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.465 Correlated most with: Diagnosis:9ccs70:Schizo/rl dx:0.115 Lab:294495 LEAD, BLOOD - LMC:0.090 Diagnosis:9ccs154:Gastroent:-0.089 Lab:323700 CULTURE THROAT W SENS - Sunrise:0.065 Diagnosis:9ccs167:Breast dx:0.063 Diagnosis:9ccs92:Otitis media:0.056 Diagnosis:9ccs125:Bronchitis:0.054 Diagnosis:9ccs126:Ot up rsp in:0.052 Newborn Diagnosis:9ccs143:Abdom hernia:0.051 Diagnosis:9ccs254:Rehab:0.051 Vital: Temp-avg7to10 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1351 | OR_unadj: 0.832 [0.534 1.296] | indivs AUC:0.478 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.195 Diagnosis:9ccs255:Social admin:-0.173 Diagnosis:9ccs7:Viral infect:-0.111 Number of Visits:-0.107 Diagnosis:9ccs126:Ot up rsp in:-0.105 Diagnosis:9ccs74:Ot mentl cnd:-0.095 Diagnosis:9ccs217:Ot cong anom:-0.094 Diagnosis:9ccs257:Ot aftercare:-0.090 Diagnosis:9ccs197:Skin infectn:-0.074 Diagnosis:9ccs58:Ot nutrit dx:-0.066 Vital: Temp-avg1to3 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1348 | OR_unadj: 1.102 [0.834 1.456] | indivs AUC:0.527 Correlated most with: Diagnosis:9ccs90:Eye infectn:-0.077 Diagnosis:9ccs7:Viral infect:-0.077 Newborn Diagnosis:9ccs191:Amnios dx:-0.071 Diagnosis:9ccs154:Gastroent:-0.067 Diagnosis:9ccs118:Phlebitis:0.061 Diagnosis:9ccs197:Skin infectn:-0.058 Diagnosis:9ccs219:Low birth wt:-0.056 Diagnosis:9ccs253:Allergy:0.052 Diagnosis:9ccs229:Fx arm:-0.052 Diagnosis:9ccs252:Fatigue:0.052 Vital: Temp-avg16to19 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1297 | OR_unadj: 0.872 [0.571 1.331] | indivs AUC:0.514 Correlated most with: Diagnosis:9ccs255:Social admin:-0.143 Diagnosis:9ccs10:Immuniz/scrn:-0.132 Number of Visits:-0.118 Diagnosis:9ccs257:Ot aftercare:-0.106 Diagnosis:9ccs126:Ot up rsp in:-0.093 Diagnosis:9ccs7:Viral infect:-0.091 Diagnosis:9ccs239:Superfic inj:-0.070 Diagnosis:9ccs74:Ot mentl cnd:-0.070 Diagnosis:9ccs155:Other GI dx:-0.067 Diagnosis:9ccs59:Anemia:-0.063 Vital: Wt for Length ZScore-gain1to5 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1394 | OR_unadj: 1.181 [0.903 1.546] | indivs AUC:0.536 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:0.111 Diagnosis:9ccs147:Anal/rectal:0.103 Diagnosis:9ccs219:Low birth wt:0.092 Lab:306025 PPD:0.089 Diagnosis:9ccs125:Bronchitis:0.064 Lab:294203 BILIRUBIN TOTAL - LMC:-0.063 Diagnosis:9ccs74:Ot mentl cnd:0.062 Newborn Diagnosis:9ccs253:Allergy:0.057 Diagnosis:9ccs61:Sickle cell:-0.054 Diagnosis:9ccs128:Asthma:0.051 * Vital: Wt-gain16to24 | coef 0.008 95% CI: [0.006 , 0.009] | OR_adj 1.008 [1.006 1.009] | occ: 1425 | OR_unadj: 2.121 [1.581 2.845] | indivs AUC:0.582 Correlated most with: Newborn Diagnosis:9ccs133:Oth low resp:-0.076 Number of Visits:-0.074 Diagnosis:9ccs233:Intracrn inj:0.064 Diagnosis:9ccs138:Esophgeal dx:-0.058 Diagnosis:9ccs4:Mycoses:-0.056 Diagnosis:9ccs63:Wht blood dx:-0.055 Diagnosis:9ccs128:Asthma:-0.055 Diagnosis:9ccs61:Sickle cell:-0.051 Lab:292495 LEAD LEVEL - Sunrise:0.050 Newborn Diagnosis:9ccs256:Exam/eval:-0.047 * Vital: BMI-gain0to3 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1391 | OR_unadj: 1.452 [1.110 1.899] | indivs AUC:0.557 Correlated most with: Number of Visits:0.140 Diagnosis:9ccs126:Ot up rsp in:0.116 Newborn Diagnosis:9ccs133:Oth low resp:0.090 Diagnosis:9ccs92:Otitis media:0.082 Diagnosis:9ccs16:Liver/ibd ca:0.079 Newborn Diagnosis:9ccs143:Abdom hernia:-0.077 Diagnosis:9ccs128:Asthma:0.069 Newborn Diagnosis:9ccs256:Exam/eval:0.068 Diagnosis:9ccs122:Pneumonia:0.068 Diagnosis:9ccs87:Retinal dx:0.065 * Vital: BMI-avg16to19 | coef 0.008 95% CI: [0.007 , 0.008] | OR_adj 1.008 [1.007 1.008] | occ: 1269 | OR_unadj: 3.131 [2.385 4.111] | indivs AUC:0.792 Correlated most with: Diagnosis:9ccs133:Oth low resp:-0.070 Diagnosis:9ccs48:Thyroid dsor:-0.069 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.067 Diagnosis:9ccs92:Otitis media:0.062 Diagnosis:9ccs234:Crush injury:0.059 Diagnosis:9ccs256:Exam/eval:-0.058 Diagnosis:9ccs230:Fx leg:-0.054 Diagnosis:9ccs87:Retinal dx:-0.054 Lab:294147 FREE T4 - LMC:0.053 Newborn Diagnosis:9ccs214:GI cong anom:0.052 * Vital: BMI-avg1to3 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1340 | OR_unadj: 1.980 [1.513 2.590] | indivs AUC:0.662 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.109 Diagnosis:9ccs219:Low birth wt:-0.084 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.076 Diagnosis:9ccs125:Bronchitis:0.071 Diagnosis:9ccs147:Anal/rectal:0.070 Newborn Diagnosis:9ccs59:Anemia:-0.068 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.068 Newborn Diagnosis:9ccs256:Exam/eval:-0.065 Newborn Diagnosis:9ccs221:Resp distres:-0.059 Diagnosis:9ccs238:Complic proc:-0.057 Vital: BMI-gain1to5 | coef 0.008 95% CI: [0.006 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1421 | OR_unadj: 1.007 [0.771 1.314] | indivs AUC:0.507 Correlated most with: Number of Visits:0.129 Diagnosis:9ccs126:Ot up rsp in:0.101 Diagnosis:9ccs239:Superfic inj:0.070 Diagnosis:9ccs135:Intest infct:0.068 Diagnosis:9ccs154:Gastroent:-0.068 Diagnosis:9ccs5:HIV infectn:-0.066 Diagnosis:9ccs217:Ot cong anom:0.065 Diagnosis:9ccs159:UTI:0.065 Diagnosis:9ccs233:Intracrn inj:-0.064 Diagnosis:9ccs225:Joint injury:0.062 Vital: Wt for Length ZScore-gain7to13 | coef 0.008 95% CI: [0.007 , 0.008] | OR_adj 1.008 [1.007 1.008] | occ: 1460 | OR_unadj: 1.296 [0.993 1.692] | indivs AUC:0.536 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.089 Newborn Diagnosis:9ccs220:Birth asphyx:0.083 Diagnosis:9ccs199:Ulcer skin:0.081 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.073 Lab:297262 HEMOGLOBIN (HEMOCUE):0.069 Diagnosis:9ccs120:Hemmorhoids:0.066 Diagnosis:9ccs236:Opn wnd extr:0.060 Lab:294199 BILIRUBIN SCAN - LMC:0.059 Diagnosis:9ccs232:Sprain:-0.058 Diagnosis:9ccs145:Int obstruct:0.056 * Vital: Wt for Length ZScore-avg3to5 | coef 0.007 95% CI: [0.007 , 0.008] | OR_adj 1.007 [1.007 1.008] | occ: 1299 | OR_unadj: 1.902 [1.455 2.486] | indivs AUC:0.604 Correlated most with: Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.077 Newborn Diagnosis:9ccs59:Anemia:-0.077 Diagnosis:9ccs240:Burns:-0.068 Diagnosis:9ccs171:Menstrual dx:-0.064 Diagnosis:9ccs72:Anxiety dx:-0.062 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.060 Diagnosis:9ccs199:Ulcer skin:-0.053 Diagnosis:9ccs125:Bronchitis:0.053 Newborn Diagnosis:9ccs214:GI cong anom:0.052 Diagnosis:9ccs76:Meningitis:0.052 * Vital: BMI-avg3to5 | coef 0.007 95% CI: [0.007 , 0.008] | OR_adj 1.007 [1.007 1.008] | occ: 1296 | OR_unadj: 1.871 [1.431 2.447] | indivs AUC:0.611 Correlated most with: Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.080 Diagnosis:9ccs125:Bronchitis:0.071 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.071 Newborn Diagnosis:9ccs59:Anemia:-0.071 Newborn Diagnosis:9ccs219:Low birth wt:-0.070 Diagnosis:9ccs92:Otitis media:0.065 Diagnosis:9ccs238:Complic proc:-0.059 Diagnosis:9ccs171:Menstrual dx:-0.059 Diagnosis:9ccs72:Anxiety dx:-0.057 Newborn Diagnosis:9ccs214:GI cong anom:0.056 Vital: Wt-gain1to5 | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 1425 | OR_unadj: 1.212 [0.922 1.593] | indivs AUC:0.535 Correlated most with: Number of Visits:0.186 Diagnosis:9ccs126:Ot up rsp in:0.121 Diagnosis:9ccs7:Viral infect:0.096 Diagnosis:9ccs239:Superfic inj:0.084 Diagnosis:9ccs154:Gastroent:-0.075 Diagnosis:9ccs135:Intest infct:0.074 Diagnosis:9ccs233:Intracrn inj:-0.071 Diagnosis:9ccs159:UTI:0.068 Diagnosis:9ccs225:Joint injury:0.068 Diagnosis:9ccs5:HIV infectn:-0.066 * Vital: Wt-gain0to3 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.009] | occ: 1401 | OR_unadj: 1.349 [1.031 1.765] | indivs AUC:0.605 Correlated most with: Number of Visits:0.150 Diagnosis:9ccs126:Ot up rsp in:0.121 Diagnosis:9ccs92:Otitis media:0.100 Newborn Diagnosis:9ccs143:Abdom hernia:-0.085 Newborn Diagnosis:9ccs133:Oth low resp:0.084 Diagnosis:9ccs10:Immuniz/scrn:0.083 Diagnosis:9ccs16:Liver/ibd ca:0.077 Diagnosis:9ccs137:Mouth dx:0.071 Diagnosis:9ccs128:Asthma:0.066 Diagnosis:9ccs122:Pneumonia:0.064 Vital: Wt Percentile-gain16to24 | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 961 | OR_unadj: 1.048 [0.733 1.496] | indivs AUC:0.531 Correlated most with: Diagnosis:9ccs0:No DX:0.084 Diagnosis:9ccs74:Ot mentl cnd:0.077 Diagnosis:9ccs233:Intracrn inj:0.072 Diagnosis:9ccs63:Wht blood dx:-0.065 Diagnosis:9ccs168:PID:-0.064 Diagnosis:9ccs61:Sickle cell:-0.063 Diagnosis:9ccs208:Acq foot def:-0.062 Diagnosis:9ccs257:Ot aftercare:-0.059 Newborn Diagnosis:9ccs224:Ot perint dx:-0.059 Lab:292495 LEAD LEVEL - Sunrise:0.054 Vital: Wt for Length ZScore-gain16to24 | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 1432 | OR_unadj: 1.066 [0.815 1.393] | indivs AUC:0.594 Correlated most with: Diagnosis:9ccs233:Intracrn inj:-0.060 Diagnosis:9ccs94:Other ear dx:0.055 Diagnosis:9ccs154:Gastroent:0.055 Diagnosis:9ccs7:Viral infect:0.054 Diagnosis:9ccs153:GI hemorrhag:0.054 Diagnosis:9ccs224:Ot perint dx:0.053 Newborn Diagnosis:9ccs143:Abdom hernia:-0.052 Diagnosis:9ccs141:Ot dx stomch:0.051 Newborn Diagnosis:9ccs223:Birth trauma:0.048 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.047 * Vital: BMI-avg13to16 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1286 | OR_unadj: 3.814 [2.889 5.036] | indivs AUC:0.725 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.085 Diagnosis:9ccs5:HIV infectn:0.074 Diagnosis:9ccs153:GI hemorrhag:-0.068 Diagnosis:9ccs242:Poisn ot med:0.067 Diagnosis:9ccs118:Phlebitis:0.066 Newborn Diagnosis:9ccs59:Anemia:-0.065 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.065 Diagnosis:9ccs171:Menstrual dx:-0.065 Diagnosis:9ccs210:SLE:0.063 Diagnosis:9ccs48:Thyroid dsor:-0.063 * Vital: Wt Percentile-latest | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 1028 | OR_unadj: 2.134 [1.631 2.792] | indivs AUC:0.737 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.087 Newborn Diagnosis:9ccs5:HIV infectn:-0.079 Newborn Diagnosis:9ccs59:Anemia:-0.072 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.072 Diagnosis:9ccs236:Opn wnd extr:-0.071 Diagnosis:9ccs245:Syncope:-0.068 Diagnosis:9ccs16:Liver/ibd ca:-0.068 Diagnosis:9ccs89:Blindness:0.066 Diagnosis:9ccs199:Ulcer skin:-0.065 Newborn Diagnosis:9ccs200:Oth skin dx:-0.064 * Vital: BMI-avg10to13 | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 1380 | OR_unadj: 2.656 [2.025 3.483] | indivs AUC:0.689 Correlated most with: Diagnosis:9ccs242:Poisn ot med:0.072 Newborn Diagnosis:9ccs223:Birth trauma:0.071 Newborn Diagnosis:9ccs59:Anemia:-0.068 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.068 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.067 Diagnosis:9ccs125:Bronchitis:0.064 Diagnosis:9ccs234:Crush injury:0.063 Newborn Diagnosis:9ccs214:GI cong anom:0.063 Diagnosis:9ccs48:Thyroid dsor:-0.061 Lab:294199 BILIRUBIN SCAN - LMC:-0.059 Vital: Wt for Length ZScore-gain3to7 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1431 | OR_unadj: 0.985 [0.752 1.290] | indivs AUC:0.510 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:0.085 Diagnosis:9ccs52:Nutrit defic:-0.075 Lab:306025 PPD:-0.064 Diagnosis:9ccs127:COPD:0.056 Diagnosis:9ccs95:Oth nerv dx:0.055 Newborn Diagnosis:9ccs256:Exam/eval:0.052 Diagnosis:9ccs200:Oth skin dx:0.052 Diagnosis:9ccs122:Pneumonia:-0.050 Diagnosis:9ccs253:Allergy:0.050 Diagnosis:9ccs5:HIV infectn:-0.048 Vital: Ht Percentile-gain16to24 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.554 Correlated most with: Diagnosis:9ccs0:No DX:0.102 Diagnosis:9ccs258:Other screen:-0.095 Diagnosis:9ccs51:Ot endo dsor:-0.076 Lab:296169 RETICULOCYTE COUNT- LMC:-0.074 Diagnosis:9ccs259:Unclassified:0.067 Newborn Diagnosis:9ccs224:Ot perint dx:-0.066 Diagnosis:9ccs213:Cardiac anom:-0.065 Lab:294203 BILIRUBIN TOTAL - LMC:-0.062 Diagnosis:9ccs8:Oth infectns:0.061 Diagnosis:9ccs168:PID:-0.061 Vital: BMI-gain3to7 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1430 | OR_unadj: 1.091 [0.835 1.425] | indivs AUC:0.512 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:-0.095 Diagnosis:9ccs236:Opn wnd extr:-0.087 Diagnosis:9ccs246:FUO:0.081 Diagnosis:9ccs92:Otitis media:0.065 Diagnosis:9ccs5:HIV infectn:0.064 Diagnosis:9ccs233:Intracrn inj:0.061 Diagnosis:9ccs210:SLE:0.060 Diagnosis:9ccs240:Burns:-0.059 Diagnosis:9ccs7:Viral infect:0.057 Newborn Diagnosis:9ccs220:Birth asphyx:-0.055 * Vital: BMI-avg19to24 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1354 | OR_unadj: 4.046 [3.062 5.347] | indivs AUC:0.772 Correlated most with: Diagnosis:9ccs259:Unclassified:-0.086 Diagnosis:9ccs48:Thyroid dsor:-0.079 Diagnosis:9ccs133:Oth low resp:-0.064 Diagnosis:9ccs233:Intracrn inj:0.059 Newborn Diagnosis:9ccs59:Anemia:-0.059 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.059 Diagnosis:9ccs198:Ot infl skin:-0.057 Diagnosis:9ccs10:Immuniz/scrn:-0.054 Diagnosis:9ccs221:Resp distres:-0.052 Diagnosis:9ccs167:Breast dx:-0.050 * Vital: Wt Change-avg19to24 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 880 | OR_unadj: 2.064 [1.510 2.823] | indivs AUC:0.612 Correlated most with: Number of Visits:-0.186 Diagnosis:9ccs92:Otitis media:-0.142 Diagnosis:9ccs126:Ot up rsp in:-0.126 Diagnosis:9ccs133:Oth low resp:-0.099 Diagnosis:9ccs125:Bronchitis:-0.085 Diagnosis:9ccs127:COPD:-0.080 Diagnosis:9ccs257:Ot aftercare:-0.078 Diagnosis:9ccs5:HIV infectn:0.068 Diagnosis:9ccs217:Ot cong anom:0.066 Diagnosis:9ccs7:Viral infect:-0.066 * Vital: Wt-gain5to10 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1444 | OR_unadj: 1.450 [1.102 1.909] | indivs AUC:0.564 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.096 Diagnosis:9ccs236:Opn wnd extr:0.077 Diagnosis:9ccs16:Liver/ibd ca:-0.072 Newborn Diagnosis:9ccs143:Abdom hernia:-0.068 Diagnosis:9ccs200:Oth skin dx:-0.066 Newborn Diagnosis:9ccs94:Other ear dx:-0.065 Diagnosis:9ccs142:Appendicitis:0.061 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.056 Newborn Diagnosis:9ccs216:Nerv cong an:-0.055 Diagnosis:9ccs223:Birth trauma:-0.055 Vital: Wt for Length ZScore-gain10to16 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1476 | OR_unadj: 1.137 [0.870 1.485] | indivs AUC:0.558 Correlated most with: Diagnosis:9ccs199:Ulcer skin:-0.083 Diagnosis:9ccs5:HIV infectn:-0.078 Diagnosis:9ccs120:Hemmorhoids:-0.071 Diagnosis:9ccs118:Phlebitis:0.069 Diagnosis:9ccs16:Liver/ibd ca:0.064 Diagnosis:9ccs113:Late eff CVD:0.063 Newborn Diagnosis:9ccs216:Nerv cong an:0.062 Diagnosis:9ccs95:Oth nerv dx:0.059 Newborn Diagnosis:9ccs94:Other ear dx:0.059 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.058 * Vital: Wt-avg5to7 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1315 | OR_unadj: 2.102 [1.606 2.750] | indivs AUC:0.606 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.190 Diagnosis:9ccs238:Complic proc:-0.108 Newborn Diagnosis:9ccs221:Resp distres:-0.103 Diagnosis:9ccs219:Low birth wt:-0.091 Newborn Diagnosis:9ccs59:Anemia:-0.084 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.084 Diagnosis:9ccs87:Retinal dx:-0.083 Newborn Diagnosis:9ccs253:Allergy:-0.072 Newborn Diagnosis:9ccs200:Oth skin dx:-0.071 Diagnosis:9ccs138:Esophgeal dx:-0.069 Vital: HR-latest | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1010 | OR_unadj: 0.762 [0.553 1.050] | indivs AUC:0.540 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:0.112 Diagnosis:9ccs70:Schizo/rl dx:0.083 Diagnosis:9ccs217:Ot cong anom:0.083 Diagnosis:9ccs221:Resp distres:0.071 Newborn Diagnosis:9ccs256:Exam/eval:0.069 Diagnosis:9ccs106:Dysrhythmia:0.069 Diagnosis:9ccs47:Ot bnign neo:0.063 Diagnosis:9ccs122:Pneumonia:-0.063 Diagnosis:9ccs92:Otitis media:-0.060 Diagnosis:9ccs167:Breast dx:0.060 Vital: HC-gain1to5 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1346 | OR_unadj: 0.866 [0.657 1.140] | indivs AUC:0.519 Correlated most with: Number of Visits:0.099 Diagnosis:9ccs125:Bronchitis:0.091 Diagnosis:9ccs154:Gastroent:-0.089 Newborn Diagnosis:9ccs222:Perint jaund:0.077 Diagnosis:9ccs163:Other GU dx:0.076 Diagnosis:9ccs126:Ot up rsp in:0.075 Diagnosis:9ccs196:Nml preg/del:-0.074 Diagnosis:9ccs257:Ot aftercare:0.063 Diagnosis:9ccs7:Viral infect:0.062 Diagnosis:9ccs113:Late eff CVD:-0.059 * Vital: Ht-gain7to13 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1451 | OR_unadj: 1.379 [1.027 1.851] | indivs AUC:0.532 Correlated most with: Diagnosis:9ccs232:Sprain:-0.066 Diagnosis:9ccs5:HIV infectn:-0.063 Diagnosis:9ccs52:Nutrit defic:-0.062 Diagnosis:9ccs10:Immuniz/scrn:-0.060 Newborn Diagnosis:9ccs143:Abdom hernia:0.060 Diagnosis:9ccs2619:e codes: other specified- nec:0.059 Diagnosis:9ccs228:Fx skull fac:0.059 Lab:292495 LEAD LEVEL - Sunrise:-0.057 Diagnosis:9ccs16:Liver/ibd ca:0.057 Diagnosis:9ccs2603:E Codes: Fall:-0.054 * Vital: BMI-avg7to10 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1333 | OR_unadj: 2.458 [1.877 3.218] | indivs AUC:0.623 Correlated most with: Diagnosis:9ccs120:Hemmorhoids:0.117 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.097 Newborn Diagnosis:9ccs59:Anemia:-0.067 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.067 Diagnosis:9ccs125:Bronchitis:0.064 Diagnosis:9ccs171:Menstrual dx:-0.063 Diagnosis:9ccs5:HIV infectn:0.060 Diagnosis:9ccs217:Ot cong anom:-0.059 Diagnosis:9ccs3:Oth bact inf:0.058 Diagnosis:9ccs48:Thyroid dsor:-0.057 Vital: BMI-gain5to10 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1455 | OR_unadj: 1.104 [0.834 1.462] | indivs AUC:0.488 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.095 Diagnosis:9ccs236:Opn wnd extr:0.085 Diagnosis:9ccs256:Exam/eval:-0.062 Newborn Diagnosis:9ccs94:Other ear dx:-0.061 Diagnosis:9ccs2619:e codes: other specified- nec:-0.061 Diagnosis:9ccs228:Fx skull fac:-0.061 Diagnosis:9ccs200:Oth skin dx:-0.061 Newborn Diagnosis:9ccs143:Abdom hernia:-0.057 Diagnosis:9ccs16:Liver/ibd ca:-0.057 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.051 Vital: HC-gain0to3 | coef 0.007 95% CI: [0.006 , 0.007] | OR_adj 1.007 [1.006 1.007] | occ: 1332 | OR_unadj: 0.871 [0.636 1.192] | indivs AUC:0.490 Correlated most with: Number of Visits:0.117 Diagnosis:9ccs126:Ot up rsp in:0.073 Diagnosis:9ccs137:Mouth dx:0.072 Diagnosis:9ccs49:DiabMel no c:-0.070 Newborn Diagnosis:9ccs143:Abdom hernia:-0.065 Diagnosis:9ccs92:Otitis media:0.062 Diagnosis:9ccs16:Liver/ibd ca:0.060 Newborn Diagnosis:9ccs133:Oth low resp:0.059 Diagnosis:9ccs159:UTI:0.055 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.054 Vital: Ht-avg7to10 | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1332 | OR_unadj: 1.262 [0.963 1.654] | indivs AUC:0.531 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.129 Diagnosis:9ccs87:Retinal dx:-0.084 Diagnosis:9ccs219:Low birth wt:-0.079 Diagnosis:9ccs238:Complic proc:-0.075 Diagnosis:9ccs73:Preadult dx:0.072 Newborn Diagnosis:9ccs5:HIV infectn:-0.070 Newborn Diagnosis:9ccs224:Ot perint dx:0.069 Diagnosis:9ccs123:Influenza:0.066 Diagnosis:9ccs208:Acq foot def:0.066 Lab:323825 STREP SCREEN THROAT - Sunrise:0.066 Vital: Ht-latest | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1614 | OR_unadj: 1.271 [0.956 1.688] | indivs AUC:0.560 Correlated most with: Number of Visits:0.447 Diagnosis:9ccs10:Immuniz/scrn:0.345 Diagnosis:9ccs126:Ot up rsp in:0.315 Diagnosis:9ccs92:Otitis media:0.265 Diagnosis:9ccs7:Viral infect:0.206 Diagnosis:9ccs257:Ot aftercare:0.188 Diagnosis:9ccs135:Intest infct:0.156 Diagnosis:9ccs90:Eye infectn:0.148 Diagnosis:9ccs128:Asthma:0.117 Diagnosis:9ccs221:Resp distres:0.115 * Vital: BMI-gain16to24 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1447 | OR_unadj: 1.625 [1.206 2.189] | indivs AUC:0.498 Correlated most with: Number of Visits:-0.068 Diagnosis:9ccs233:Intracrn inj:0.064 Newborn Diagnosis:9ccs133:Oth low resp:-0.064 Diagnosis:9ccs4:Mycoses:-0.059 Diagnosis:9ccs61:Sickle cell:-0.057 Newborn Diagnosis:9ccs256:Exam/eval:-0.052 Diagnosis:9ccs138:Esophgeal dx:-0.052 Diagnosis:9ccs63:Wht blood dx:-0.049 Diagnosis:9ccs234:Crush injury:-0.047 Lab:292495 LEAD LEVEL - Sunrise:0.047 Vital: Ht-gain0to3 | coef 0.006 95% CI: [0.006 , 0.007] | OR_adj 1.006 [1.006 1.007] | occ: 1394 | OR_unadj: 0.853 [0.644 1.129] | indivs AUC:0.537 Correlated most with: Number of Visits:0.136 Diagnosis:9ccs126:Ot up rsp in:0.108 Newborn Diagnosis:9ccs143:Abdom hernia:-0.089 Diagnosis:9ccs16:Liver/ibd ca:0.082 Newborn Diagnosis:9ccs133:Oth low resp:0.080 Diagnosis:9ccs10:Immuniz/scrn:0.076 Diagnosis:9ccs92:Otitis media:0.074 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.072 Newborn Diagnosis:9ccs256:Exam/eval:0.068 Diagnosis:9ccs122:Pneumonia:0.064 * Vital: BMI-gain7to13 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1475 | OR_unadj: 1.324 [1.001 1.752] | indivs AUC:0.542 Correlated most with: Diagnosis:9ccs5:HIV infectn:-0.075 Diagnosis:9ccs10:Immuniz/scrn:-0.068 Diagnosis:9ccs16:Liver/ibd ca:0.068 Newborn Diagnosis:9ccs143:Abdom hernia:0.064 Diagnosis:9ccs52:Nutrit defic:-0.060 Lab:292495 LEAD LEVEL - Sunrise:-0.059 Diagnosis:9ccs228:Fx skull fac:0.059 Diagnosis:9ccs2619:e codes: other specified- nec:0.059 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.056 Diagnosis:9ccs153:GI hemorrhag:-0.054 Vital: Ht-gain5to10 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.008] | occ: 1429 | OR_unadj: 1.097 [0.806 1.493] | indivs AUC:0.492 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.079 Diagnosis:9ccs236:Opn wnd extr:0.072 Diagnosis:9ccs89:Blindness:0.064 Diagnosis:9ccs16:Liver/ibd ca:-0.064 Newborn Diagnosis:9ccs94:Other ear dx:-0.062 Newborn Diagnosis:9ccs143:Abdom hernia:-0.062 Diagnosis:9ccs2619:e codes: other specified- nec:-0.060 Diagnosis:9ccs228:Fx skull fac:-0.060 Diagnosis:9ccs142:Appendicitis:0.058 Diagnosis:9ccs200:Oth skin dx:-0.057 Vital: HC-latest | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.592 Correlated most with: Number of Visits:0.302 Diagnosis:9ccs126:Ot up rsp in:0.252 Diagnosis:9ccs10:Immuniz/scrn:0.246 Diagnosis:9ccs92:Otitis media:0.214 Diagnosis:9ccs257:Ot aftercare:0.211 Diagnosis:9ccs7:Viral infect:0.160 Diagnosis:9ccs125:Bronchitis:0.152 Diagnosis:9ccs135:Intest infct:0.150 Diagnosis:9ccs90:Eye infectn:0.137 Diagnosis:9ccs96:Hrt valve dx:0.100 * Vital: Wt for Length ZScore-avg16to19 | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1267 | OR_unadj: 3.111 [2.368 4.088] | indivs AUC:0.781 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.074 Diagnosis:9ccs87:Retinal dx:-0.073 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.065 Diagnosis:9ccs230:Fx leg:-0.065 Diagnosis:9ccs92:Otitis media:0.065 Diagnosis:9ccs234:Crush injury:0.059 Diagnosis:9ccs217:Ot cong anom:-0.059 Diagnosis:9ccs232:Sprain:-0.057 Lab:294147 FREE T4 - LMC:0.054 Diagnosis:9ccs96:Hrt valve dx:-0.054 Vital: Wt for Len Percentile-gain16to24 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1289 | OR_unadj: 0.818 [0.613 1.091] | indivs AUC:0.488 Correlated most with: Newborn Diagnosis:9ccs133:Oth low resp:-0.072 Diagnosis:9ccs61:Sickle cell:-0.068 Diagnosis:9ccs233:Intracrn inj:0.067 Diagnosis:9ccs234:Crush injury:-0.064 Number of Visits:-0.062 Diagnosis:9ccs4:Mycoses:-0.054 Lab:292495 LEAD LEVEL - Sunrise:0.050 Diagnosis:9ccs94:Other ear dx:-0.050 Newborn Diagnosis:9ccs94:Other ear dx:0.048 Diagnosis:9ccs138:Esophgeal dx:-0.046 * Vital: Wt Change-avg16to19 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 712 | OR_unadj: 1.794 [1.198 2.685] | indivs AUC:0.516 Correlated most with: Number of Visits:-0.238 Diagnosis:9ccs90:Eye infectn:-0.120 Diagnosis:9ccs257:Ot aftercare:-0.120 Diagnosis:9ccs10:Immuniz/scrn:-0.119 Diagnosis:9ccs135:Intest infct:-0.119 Diagnosis:9ccs126:Ot up rsp in:-0.116 Diagnosis:9ccs92:Otitis media:-0.111 Diagnosis:9ccs242:Poisn ot med:-0.100 Diagnosis:9ccs7:Viral infect:-0.099 Diagnosis:9ccs133:Oth low resp:-0.093 Vital: Wt-gain10to16 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1422 | OR_unadj: 1.239 [0.917 1.676] | indivs AUC:0.579 Correlated most with: Diagnosis:9ccs5:HIV infectn:0.075 Diagnosis:9ccs52:Nutrit defic:0.064 Number of Visits:0.063 Diagnosis:9ccs96:Hrt valve dx:-0.063 Diagnosis:9ccs92:Otitis media:0.061 Newborn Diagnosis:9ccs215:gu cong anom:-0.061 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.058 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.058 Diagnosis:9ccs232:Sprain:0.054 Lab:295669 BILIRUBIN DIRECT - LMC:-0.052 Vital: Ht-gain16to24 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1417 | OR_unadj: 1.402 [0.978 2.008] | indivs AUC:0.553 Correlated most with: Diagnosis:9ccs4:Mycoses:-0.065 Newborn Diagnosis:9ccs133:Oth low resp:-0.063 Number of Visits:-0.061 Diagnosis:9ccs138:Esophgeal dx:-0.058 Diagnosis:9ccs233:Intracrn inj:0.052 Newborn Diagnosis:9ccs256:Exam/eval:-0.052 Diagnosis:9ccs61:Sickle cell:-0.052 Newborn Diagnosis:9ccs94:Other ear dx:0.050 Diagnosis:9ccs63:Wht blood dx:-0.048 Diagnosis:9ccs259:Unclassified:0.048 Vital: Ht-gain1to5 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1420 | OR_unadj: 0.786 [0.598 1.035] | indivs AUC:0.479 Correlated most with: Number of Visits:0.163 Diagnosis:9ccs126:Ot up rsp in:0.103 Diagnosis:9ccs135:Intest infct:0.079 Diagnosis:9ccs154:Gastroent:-0.070 Diagnosis:9ccs225:Joint injury:0.069 Diagnosis:9ccs239:Superfic inj:0.068 Diagnosis:9ccs257:Ot aftercare:0.067 Diagnosis:9ccs159:UTI:0.067 Newborn Diagnosis:9ccs143:Abdom hernia:0.066 Diagnosis:9ccs7:Viral infect:0.065 Vital: Ht-avg10to13 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1381 | OR_unadj: 1.307 [0.998 1.712] | indivs AUC:0.544 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.118 Diagnosis:9ccs87:Retinal dx:-0.075 Diagnosis:9ccs238:Complic proc:-0.074 Diagnosis:9ccs64:Ot hematl dx:0.073 Newborn Diagnosis:9ccs5:HIV infectn:-0.069 Diagnosis:9ccs208:Acq foot def:0.069 Diagnosis:9ccs2:Septicemia:0.067 Diagnosis:9ccs73:Preadult dx:0.064 Newborn Diagnosis:9ccs215:gu cong anom:0.061 Newborn Diagnosis:9ccs134:Ot uppr resp:0.058 * Vital: Wt-avg1to3 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1353 | OR_unadj: 1.405 [1.071 1.842] | indivs AUC:0.600 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.278 Diagnosis:9ccs219:Low birth wt:-0.169 Newborn Diagnosis:9ccs256:Exam/eval:-0.136 Newborn Diagnosis:9ccs221:Resp distres:-0.113 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.099 Diagnosis:9ccs87:Retinal dx:-0.097 Diagnosis:9ccs143:Abdom hernia:-0.090 Diagnosis:9ccs125:Bronchitis:0.087 Newborn Diagnosis:9ccs222:Perint jaund:-0.075 Diagnosis:9ccs238:Complic proc:-0.075 * Vital: Wt for Length ZScore-avg19to24 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1347 | OR_unadj: 3.737 [2.826 4.943] | indivs AUC:0.763 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.091 Diagnosis:9ccs259:Unclassified:-0.086 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.079 Newborn Diagnosis:9ccs59:Anemia:-0.079 Diagnosis:9ccs221:Resp distres:-0.071 Lab:296169 RETICULOCYTE COUNT- LMC:0.056 Diagnosis:9ccs10:Immuniz/scrn:-0.052 Diagnosis:9ccs143:Abdom hernia:0.051 Diagnosis:9ccs133:Oth low resp:-0.051 Diagnosis:9ccs198:Ot infl skin:-0.047 * Vital: Wt for Length ZScore-avg5to7 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1297 | OR_unadj: 2.431 [1.856 3.184] | indivs AUC:0.646 Correlated most with: Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.094 Newborn Diagnosis:9ccs59:Anemia:-0.094 Diagnosis:9ccs238:Complic proc:-0.091 Lab:294199 BILIRUBIN SCAN - LMC:-0.077 Lab:296169 RETICULOCYTE COUNT- LMC:0.066 Newborn Diagnosis:9ccs219:Low birth wt:-0.055 Diagnosis:9ccs92:Otitis media:0.055 Diagnosis:9ccs219:Low birth wt:-0.052 Newborn Diagnosis:9ccs213:Cardiac anom:-0.051 Diagnosis:9ccs245:Syncope:-0.050 * Vital: Wt for Length ZScore-avg13to16 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1287 | OR_unadj: 3.550 [2.689 4.687] | indivs AUC:0.715 Correlated most with: Newborn Diagnosis:9ccs59:Anemia:-0.080 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.080 Diagnosis:9ccs125:Bronchitis:0.076 Diagnosis:9ccs48:Thyroid dsor:-0.070 Diagnosis:9ccs171:Menstrual dx:-0.066 Diagnosis:9ccs242:Poisn ot med:0.065 Diagnosis:9ccs87:Retinal dx:-0.062 Diagnosis:9ccs10:Immuniz/scrn:-0.061 Diagnosis:9ccs5:HIV infectn:0.060 Diagnosis:9ccs118:Phlebitis:0.058 * Vital: Wt-latest | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1626 | OR_unadj: 3.500 [2.571 4.766] | indivs AUC:0.761 Correlated most with: Number of Visits:0.377 Diagnosis:9ccs126:Ot up rsp in:0.281 Diagnosis:9ccs10:Immuniz/scrn:0.260 Diagnosis:9ccs92:Otitis media:0.212 Diagnosis:9ccs7:Viral infect:0.178 Diagnosis:9ccs257:Ot aftercare:0.155 Diagnosis:9ccs135:Intest infct:0.138 Diagnosis:9ccs90:Eye infectn:0.129 Diagnosis:9ccs125:Bronchitis:0.109 Diagnosis:9ccs74:Ot mentl cnd:0.105 * Vital: Ht Percentile-latest | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1043 | OR_unadj: 1.325 [1.003 1.751] | indivs AUC:0.562 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.098 Diagnosis:9ccs89:Blindness:0.081 Diagnosis:9ccs128:Asthma:0.065 Lab:294203 BILIRUBIN TOTAL - LMC:-0.064 Newborn Diagnosis:9ccs214:GI cong anom:0.060 Newborn Diagnosis:9ccs215:gu cong anom:0.059 Newborn Diagnosis:9ccs200:Oth skin dx:-0.058 Diagnosis:9ccs2:Septicemia:0.054 Newborn Diagnosis:9ccs5:HIV infectn:-0.053 Diagnosis:9ccs137:Mouth dx:0.052 * Vital: Wt for Length Zscore-avg10to13 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1381 | OR_unadj: 2.955 [2.245 3.890] | indivs AUC:0.694 Correlated most with: Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.085 Newborn Diagnosis:9ccs59:Anemia:-0.085 Newborn Diagnosis:9ccs223:Birth trauma:0.073 Diagnosis:9ccs219:Low birth wt:-0.070 Diagnosis:9ccs10:Immuniz/scrn:-0.067 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.066 Diagnosis:9ccs48:Thyroid dsor:-0.066 Newborn Diagnosis:9ccs214:GI cong anom:0.064 Lab:294199 BILIRUBIN SCAN - LMC:-0.064 Diagnosis:9ccs242:Poisn ot med:0.062 * Vital: BMI-gain0to24 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1338 | OR_unadj: 3.923 [2.973 5.177] | indivs AUC:0.778 Correlated most with: Diagnosis:9ccs259:Unclassified:-0.084 Diagnosis:9ccs48:Thyroid dsor:-0.079 Diagnosis:9ccs133:Oth low resp:-0.066 Diagnosis:9ccs233:Intracrn inj:0.060 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.059 Newborn Diagnosis:9ccs59:Anemia:-0.059 Diagnosis:9ccs198:Ot infl skin:-0.059 Diagnosis:9ccs61:Sickle cell:-0.052 Diagnosis:9ccs221:Resp distres:-0.052 Diagnosis:9ccs0:No DX:-0.051 Vital: Ht-avg1to3 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1348 | OR_unadj: 0.914 [0.694 1.204] | indivs AUC:0.517 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.303 Diagnosis:9ccs219:Low birth wt:-0.175 Diagnosis:9ccs87:Retinal dx:-0.138 Newborn Diagnosis:9ccs222:Perint jaund:-0.123 Diagnosis:9ccs143:Abdom hernia:-0.119 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117 Newborn Diagnosis:9ccs256:Exam/eval:-0.112 Newborn Diagnosis:9ccs94:Other ear dx:0.089 Newborn Diagnosis:9ccs253:Allergy:-0.079 Newborn Diagnosis:9ccs55:Fluid/elc dx:-0.071 * Vital: Wt for Length ZScore-gain0to24 | coef 0.006 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.006] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.783 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.093 Diagnosis:9ccs48:Thyroid dsor:-0.071 Number of Visits:0.070 Diagnosis:9ccs259:Unclassified:-0.067 Newborn Diagnosis:9ccs59:Anemia:-0.061 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.061 Diagnosis:9ccs74:Ot mentl cnd:0.060 Diagnosis:9ccs94:Other ear dx:0.055 Diagnosis:9ccs61:Sickle cell:-0.053 Diagnosis:9ccs58:Ot nutrit dx:0.053 * Vital: Wt Percentile-gain13to19 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 826 | OR_unadj: 0.644 [0.432 0.961] | indivs AUC:0.495 Correlated most with: Newborn Diagnosis:9ccs143:Abdom hernia:-0.086 Diagnosis:9ccs0:No DX:0.079 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.078 Diagnosis:9ccs257:Ot aftercare:0.076 Diagnosis:9ccs49:DiabMel no c:0.064 Diagnosis:9ccs91:Other eye dx:-0.063 Diagnosis:9ccs128:Asthma:0.056 Diagnosis:9ccs208:Acq foot def:0.055 Diagnosis:9ccs7:Viral infect:0.055 Number of Visits:0.052 * Vital: BMI-avg5to7 | coef 0.006 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.006] | occ: 1293 | OR_unadj: 2.167 [1.657 2.835] | indivs AUC:0.634 Correlated most with: Diagnosis:9ccs238:Complic proc:-0.089 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.077 Newborn Diagnosis:9ccs59:Anemia:-0.077 Diagnosis:9ccs145:Int obstruct:-0.068 Newborn Diagnosis:9ccs219:Low birth wt:-0.067 Lab:294199 BILIRUBIN SCAN - LMC:-0.061 Diagnosis:9ccs219:Low birth wt:-0.059 Lab:296169 RETICULOCYTE COUNT- LMC:0.054 Newborn Diagnosis:9ccs213:Cardiac anom:-0.054 Newborn Diagnosis:9ccs253:Allergy:-0.052 Vital: HC-gain7to13 | coef 0.006 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.006] | occ: 1298 | OR_unadj: 1.240 [0.922 1.668] | indivs AUC:0.586 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.069 Diagnosis:9ccs251:Abdomnl pain:0.066 Diagnosis:9ccs231:Oth fracture:0.054 Diagnosis:9ccs5:HIV infectn:-0.053 Diagnosis:9ccs232:Sprain:-0.052 Diagnosis:9ccs211:Ot conn tiss:0.052 Diagnosis:9ccs52:Nutrit defic:-0.052 Diagnosis:9ccs221:Resp distres:-0.052 Diagnosis:9ccs2619:e codes: other specified- nec:0.050 Diagnosis:9ccs228:Fx skull fac:0.050 * Vital: Wt for Length ZScore-latest | coef 0.006 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.006] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.783 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.093 Diagnosis:9ccs48:Thyroid dsor:-0.071 Number of Visits:0.070 Diagnosis:9ccs259:Unclassified:-0.067 Newborn Diagnosis:9ccs59:Anemia:-0.061 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.061 Diagnosis:9ccs74:Ot mentl cnd:0.060 Diagnosis:9ccs94:Other ear dx:0.055 Diagnosis:9ccs61:Sickle cell:-0.053 Diagnosis:9ccs58:Ot nutrit dx:0.053 Vital: BMI-gain13to19 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1431 | OR_unadj: 0.840 [0.643 1.097] | indivs AUC:0.566 Correlated most with: Diagnosis:9ccs163:Other GU dx:0.065 Diagnosis:9ccs233:Intracrn inj:-0.056 Newborn Diagnosis:9ccs143:Abdom hernia:-0.054 Diagnosis:9ccs141:Ot dx stomch:0.053 Newborn Diagnosis:9ccs5:HIV infectn:0.053 Diagnosis:9ccs221:Resp distres:0.052 Diagnosis:9ccs7:Viral infect:0.048 Diagnosis:9ccs10:Immuniz/scrn:0.048 Number of Visits:0.046 Diagnosis:9ccs257:Ot aftercare:0.043 Vital: HC-gain16to24 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.006] | occ: 1064 | OR_unadj: 0.868 [0.662 1.137] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs171:Menstrual dx:0.061 Lab:292495 LEAD LEVEL - Sunrise:0.060 Diagnosis:9ccs209:Ot acq defor:0.056 Newborn Diagnosis:9ccs256:Exam/eval:-0.054 Diagnosis:9ccs214:GI cong anom:-0.049 Diagnosis:9ccs251:Abdomnl pain:-0.049 Diagnosis:9ccs95:Oth nerv dx:0.048 Diagnosis:9ccs140:Gastritis:0.048 Diagnosis:9ccs256:Exam/eval:-0.047 Diagnosis:9ccs213:Cardiac anom:-0.046 Vital: Ht Percentile-gain10to16 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 768 | OR_unadj: 0.941 [0.680 1.302] | indivs AUC:0.513 Correlated most with: Newborn Diagnosis:9ccs55:Fluid/elc dx:0.094 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.085 Newborn Diagnosis:9ccs214:GI cong anom:0.084 Lab:294495 LEAD, BLOOD - LMC:0.084 Diagnosis:9ccs125:Bronchitis:-0.077 Lab:295669 BILIRUBIN DIRECT - LMC:-0.069 Diagnosis:9ccs0:No DX:0.063 Diagnosis:9ccs96:Hrt valve dx:-0.062 Diagnosis:9ccs223:Birth trauma:-0.053 Diagnosis:9ccs2:Septicemia:-0.051 Vital: Wt for Len Percentile-gain5to10 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1245 | OR_unadj: 0.990 [0.750 1.306] | indivs AUC:0.481 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:0.105 Lab:292495 LEAD LEVEL - Sunrise:0.094 Diagnosis:9ccs228:Fx skull fac:-0.070 Diagnosis:9ccs2619:e codes: other specified- nec:-0.070 Diagnosis:9ccs200:Oth skin dx:-0.069 Diagnosis:9ccs95:Oth nerv dx:-0.059 Diagnosis:9ccs256:Exam/eval:-0.059 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.058 Diagnosis:9ccs223:Birth trauma:-0.054 Newborn Diagnosis:9ccs221:Resp distres:0.053 * Vital: Wt for Length ZScore-avg7to10 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1331 | OR_unadj: 2.704 [2.060 3.548] | indivs AUC:0.643 Correlated most with: Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.084 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.076 Newborn Diagnosis:9ccs59:Anemia:-0.076 Diagnosis:9ccs125:Bronchitis:0.072 Diagnosis:9ccs171:Menstrual dx:-0.071 Diagnosis:9ccs217:Ot cong anom:-0.067 Diagnosis:9ccs48:Thyroid dsor:-0.060 Diagnosis:9ccs132:Lung externl:-0.059 Diagnosis:9ccs232:Sprain:-0.057 Diagnosis:9ccs87:Retinal dx:-0.057 Vital: Ht-gain10to16 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1404 | OR_unadj: 1.132 [0.839 1.528] | indivs AUC:0.537 Correlated most with: Diagnosis:9ccs92:Otitis media:0.067 Diagnosis:9ccs52:Nutrit defic:0.063 Diagnosis:9ccs232:Sprain:0.061 Diagnosis:9ccs5:HIV infectn:0.061 Diagnosis:9ccs221:Resp distres:-0.057 Diagnosis:9ccs96:Hrt valve dx:-0.056 Number of Visits:0.054 Newborn Diagnosis:9ccs215:gu cong anom:-0.053 Newborn Diagnosis:9ccs5:HIV infectn:-0.052 Diagnosis:9ccs245:Syncope:0.049 Vital: HC-gain10to16 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1222 | OR_unadj: 1.142 [0.874 1.492] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs256:Exam/eval:-0.077 Diagnosis:9ccs154:Gastroent:-0.070 Diagnosis:9ccs190:Fetal distrs:-0.057 Diagnosis:9ccs92:Otitis media:0.056 Diagnosis:9ccs5:HIV infectn:0.056 Diagnosis:9ccs48:Thyroid dsor:0.055 Diagnosis:9ccs250:Nausea/vomit:-0.055 Diagnosis:9ccs10:Immuniz/scrn:-0.054 Diagnosis:9ccs96:Hrt valve dx:-0.053 Diagnosis:9ccs52:Nutrit defic:0.053 Vital: Ht Percentile-gain7to13 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 713 | OR_unadj: 1.104 [0.782 1.559] | indivs AUC:0.479 Correlated most with: Diagnosis:9ccs120:Hemmorhoids:0.080 Diagnosis:9ccs245:Syncope:-0.076 Newborn Diagnosis:9ccs94:Other ear dx:-0.072 Diagnosis:9ccs217:Ot cong anom:-0.070 Diagnosis:9ccs2604:E Codes: Fire/burn:0.068 Diagnosis:10ccs238:Complic proc:0.068 Diagnosis:9ccs124:Tonsillitis:0.066 Diagnosis:10ccs58:Ot nutrit dx:0.065 Newborn Diagnosis:9ccs143:Abdom hernia:0.065 Diagnosis:9ccs219:Low birth wt:0.064 Vital: Wt-gain13to19 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1408 | OR_unadj: 1.117 [0.855 1.458] | indivs AUC:0.590 Correlated most with: Diagnosis:9ccs233:Intracrn inj:-0.066 Number of Visits:0.065 Newborn Diagnosis:9ccs143:Abdom hernia:-0.063 Diagnosis:9ccs7:Viral infect:0.062 Diagnosis:9ccs257:Ot aftercare:0.057 Diagnosis:9ccs96:Hrt valve dx:0.050 Diagnosis:9ccs250:Nausea/vomit:0.049 Lab:323700 CULTURE THROAT W SENS - Sunrise:0.048 Diagnosis:9ccs133:Oth low resp:0.047 Diagnosis:9ccs128:Asthma:0.045 Vital: HC-gain5to10 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1305 | OR_unadj: 1.028 [0.772 1.370] | indivs AUC:0.434 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.079 Diagnosis:9ccs251:Abdomnl pain:-0.067 Diagnosis:9ccs234:Crush injury:-0.064 Diagnosis:9ccs236:Opn wnd extr:0.064 Lab:292208 CBC/DIFF/PLT - Sunrise:0.058 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.057 Diagnosis:9ccs231:Oth fracture:-0.055 Diagnosis:9ccs8:Oth infectns:-0.054 Newborn Diagnosis:9ccs256:Exam/eval:-0.051 Diagnosis:9ccs92:Otitis media:0.050 Vital: HC-gain3to7 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1310 | OR_unadj: 1.076 [0.825 1.404] | indivs AUC:0.578 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.075 Lab:292495 LEAD LEVEL - Sunrise:-0.071 Diagnosis:9ccs246:FUO:0.070 Diagnosis:9ccs236:Opn wnd extr:-0.069 Diagnosis:9ccs196:Nml preg/del:0.069 Diagnosis:9ccs113:Late eff CVD:0.059 Diagnosis:9ccs240:Burns:-0.055 Diagnosis:9ccs8:Oth infectns:0.054 Newborn Diagnosis:9ccs222:Perint jaund:-0.054 Diagnosis:9ccs125:Bronchitis:-0.054 Vital: Wt Percentile-gain10to16 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 753 | OR_unadj: 0.793 [0.556 1.132] | indivs AUC:0.490 Correlated most with: Diagnosis:9ccs5:HIV infectn:0.094 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.080 Newborn Diagnosis:9ccs214:GI cong anom:0.070 Lab:292495 LEAD LEVEL - Sunrise:0.067 Diagnosis:9ccs213:Cardiac anom:-0.062 Diagnosis:9ccs0:No DX:0.062 Diagnosis:9ccs96:Hrt valve dx:-0.054 Lab:294203 BILIRUBIN TOTAL - LMC:0.048 Diagnosis:9ccs137:Mouth dx:-0.048 Diagnosis:9ccs197:Skin infectn:0.044 Vital: BMI-gain10to16 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1448 | OR_unadj: 1.186 [0.893 1.575] | indivs AUC:0.540 Correlated most with: Diagnosis:9ccs5:HIV infectn:0.079 Diagnosis:9ccs52:Nutrit defic:0.069 Diagnosis:9ccs163:Other GU dx:-0.067 Diagnosis:9ccs92:Otitis media:0.065 Diagnosis:9ccs232:Sprain:0.059 Newborn Diagnosis:9ccs5:HIV infectn:-0.056 Diagnosis:9ccs221:Resp distres:-0.053 Diagnosis:9ccs96:Hrt valve dx:-0.052 Newborn Diagnosis:9ccs215:gu cong anom:-0.051 Newborn Diagnosis:9ccs253:Allergy:0.051 Vital: Ht Percentile-avg16to19 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 749 | OR_unadj: 1.248 [0.920 1.693] | indivs AUC:0.505 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:0.081 Newborn Diagnosis:9ccs219:Low birth wt:-0.078 Diagnosis:9ccs128:Asthma:0.071 Diagnosis:9ccs89:Blindness:0.064 Newborn Diagnosis:9ccs59:Anemia:-0.062 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.062 Diagnosis:9ccs51:Ot endo dsor:0.060 Newborn Diagnosis:9ccs215:gu cong anom:0.060 Lab:296169 RETICULOCYTE COUNT- LMC:0.060 Lab:297262 HEMOGLOBIN (HEMOCUE):0.058 Vital: Ht-avg3to5 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1296 | OR_unadj: 0.876 [0.661 1.159] | indivs AUC:0.509 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.251 Diagnosis:9ccs87:Retinal dx:-0.116 Newborn Diagnosis:9ccs221:Resp distres:-0.104 Diagnosis:9ccs219:Low birth wt:-0.099 Newborn Diagnosis:9ccs222:Perint jaund:-0.097 Newborn Diagnosis:9ccs256:Exam/eval:-0.091 Diagnosis:9ccs143:Abdom hernia:-0.083 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.077 Newborn Diagnosis:9ccs253:Allergy:-0.076 Newborn Diagnosis:9ccs200:Oth skin dx:-0.075 * Vital: Wt-avg16to19 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1298 | OR_unadj: 3.060 [2.331 4.017] | indivs AUC:0.736 Correlated most with: Diagnosis:9ccs87:Retinal dx:-0.073 Diagnosis:9ccs48:Thyroid dsor:-0.070 Diagnosis:9ccs128:Asthma:0.064 Lab:297262 HEMOGLOBIN (HEMOCUE):0.064 Diagnosis:9ccs215:gu cong anom:0.061 Newborn Diagnosis:9ccs219:Low birth wt:-0.060 Newborn Diagnosis:9ccs214:GI cong anom:0.059 Diagnosis:9ccs238:Complic proc:-0.059 Diagnosis:9ccs205:Back problem:-0.059 Diagnosis:9ccs217:Ot cong anom:-0.058 Vital: Wt Change-avg10to13 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 631 | OR_unadj: 1.185 [0.802 1.752] | indivs AUC:0.443 Correlated most with: Diagnosis:9ccs256:Exam/eval:0.095 Number of Visits:-0.083 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.078 Diagnosis:9ccs133:Oth low resp:-0.078 Diagnosis:9ccs136:Teeth dx:-0.078 Diagnosis:9ccs125:Bronchitis:-0.077 Diagnosis:9ccs96:Hrt valve dx:-0.070 Diagnosis:9ccs113:Late eff CVD:0.063 Diagnosis:9ccs128:Asthma:-0.063 Newborn Diagnosis:9ccs143:Abdom hernia:0.062 Vital: HC-avg0to1 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1191 | OR_unadj: 1.052 [0.803 1.378] | indivs AUC:0.538 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.256 Diagnosis:9ccs219:Low birth wt:-0.160 Newborn Diagnosis:9ccs256:Exam/eval:-0.107 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.091 Newborn Diagnosis:9ccs94:Other ear dx:0.089 Newborn Diagnosis:9ccs222:Perint jaund:-0.083 Diagnosis:9ccs63:Wht blood dx:-0.064 Diagnosis:9ccs197:Skin infectn:0.062 Diagnosis:9ccs222:Perint jaund:-0.061 Newborn Diagnosis:9ccs221:Resp distres:-0.061 Vital: Ht-gain13to19 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1378 | OR_unadj: 0.895 [0.685 1.171] | indivs AUC:0.438 Correlated most with: Diagnosis:9ccs233:Intracrn inj:-0.056 Newborn Diagnosis:9ccs143:Abdom hernia:-0.055 Number of Visits:0.054 Diagnosis:9ccs7:Viral infect:0.053 Diagnosis:9ccs221:Resp distres:0.052 Diagnosis:9ccs163:Other GU dx:0.050 Diagnosis:9ccs133:Oth low resp:0.048 Newborn Diagnosis:9ccs5:HIV infectn:0.047 Diagnosis:9ccs257:Ot aftercare:0.046 Diagnosis:9ccs161:Ot dx kidney:0.044 Vital: Wt Percentile-gain7to13 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 698 | OR_unadj: 1.247 [0.851 1.830] | indivs AUC:0.515 Correlated most with: Diagnosis:9ccs5:HIV infectn:-0.110 Newborn Diagnosis:9ccs143:Abdom hernia:0.081 Diagnosis:10ccs238:Complic proc:0.077 Diagnosis:9ccs2604:E Codes: Fire/burn:0.077 Diagnosis:9ccs153:GI hemorrhag:-0.063 Diagnosis:9ccs124:Tonsillitis:0.060 Newborn Diagnosis:9ccs94:Other ear dx:-0.060 Diagnosis:9ccs239:Superfic inj:-0.056 Lab:294199 BILIRUBIN SCAN - LMC:-0.056 Diagnosis:9ccs204:Ot joint dx:0.054 Vital: Wt for Len Percentile-gain7to13 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1290 | OR_unadj: 0.991 [0.753 1.305] | indivs AUC:0.576 Correlated most with: Diagnosis:9ccs5:HIV infectn:-0.081 Diagnosis:9ccs16:Liver/ibd ca:0.069 Diagnosis:9ccs210:SLE:0.068 Diagnosis:9ccs10:Immuniz/scrn:-0.067 Newborn Diagnosis:9ccs143:Abdom hernia:0.063 Diagnosis:9ccs153:GI hemorrhag:-0.057 Lab:292208 CBC/DIFF/PLT - Sunrise:-0.055 Diagnosis:9ccs143:Abdom hernia:0.055 Lab:292495 LEAD LEVEL - Sunrise:-0.054 Newborn Diagnosis:9ccs216:Nerv cong an:0.053 * Vital: HC-avg10to13 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1158 | OR_unadj: 1.481 [1.134 1.934] | indivs AUC:0.587 Correlated most with: Newborn Diagnosis:9ccs5:HIV infectn:-0.099 Diagnosis:9ccs132:Lung externl:-0.075 Diagnosis:9ccs87:Retinal dx:-0.069 Diagnosis:9ccs73:Preadult dx:0.061 Diagnosis:9ccs49:DiabMel no c:0.061 Diagnosis:9ccs70:Schizo/rl dx:-0.058 Diagnosis:9ccs147:Anal/rectal:0.054 Diagnosis:9ccs163:Other GU dx:0.053 Diagnosis:9ccs238:Complic proc:-0.052 Diagnosis:9ccs242:Poisn ot med:0.049 Vital: HC-avg1to3 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1229 | OR_unadj: 0.920 [0.701 1.208] | indivs AUC:0.492 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.212 Diagnosis:9ccs219:Low birth wt:-0.111 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.099 Diagnosis:9ccs75:Hx mental dx:0.093 Newborn Diagnosis:9ccs256:Exam/eval:-0.090 Newborn Diagnosis:9ccs221:Resp distres:-0.079 Newborn Diagnosis:9ccs253:Allergy:-0.077 Diagnosis:9ccs123:Influenza:0.077 Diagnosis:9ccs200:Oth skin dx:0.070 Newborn Diagnosis:9ccs5:HIV infectn:-0.068 * Vital: Wt-avg7to10 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1355 | OR_unadj: 2.480 [1.894 3.248] | indivs AUC:0.633 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.112 Diagnosis:9ccs219:Low birth wt:-0.091 Diagnosis:9ccs87:Retinal dx:-0.085 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.084 Diagnosis:9ccs238:Complic proc:-0.079 Diagnosis:9ccs125:Bronchitis:0.075 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.069 Newborn Diagnosis:9ccs59:Anemia:-0.069 Newborn Diagnosis:9ccs214:GI cong anom:0.068 Lab:297262 HEMOGLOBIN (HEMOCUE):0.059 Vital: Ht-gain3to7 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1405 | OR_unadj: 1.120 [0.858 1.461] | indivs AUC:0.523 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:-0.091 Diagnosis:9ccs236:Opn wnd extr:-0.083 Diagnosis:9ccs246:FUO:0.081 Diagnosis:9ccs240:Burns:-0.071 Diagnosis:9ccs113:Late eff CVD:0.069 Diagnosis:9ccs7:Viral infect:0.062 Diagnosis:9ccs92:Otitis media:0.060 Diagnosis:9ccs126:Ot up rsp in:0.057 Diagnosis:9ccs105:Conduction:0.057 Diagnosis:9ccs128:Asthma:0.056 * Vital: HC-avg7to10 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1133 | OR_unadj: 1.714 [1.288 2.282] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs213:Cardiac anom:0.068 Diagnosis:9ccs133:Oth low resp:-0.067 Diagnosis:9ccs123:Influenza:-0.058 Newborn Diagnosis:9ccs259:Unclassified:0.048 Diagnosis:9ccs159:UTI:-0.048 Newborn Diagnosis:9ccs5:HIV infectn:-0.043 Diagnosis:9ccs92:Otitis media:0.043 Diagnosis:9ccs96:Hrt valve dx:0.041 Diagnosis:9ccs197:Skin infectn:-0.040 Diagnosis:9ccs74:Ot mentl cnd:-0.035 * Vital: Wt-avg3to5 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.006] | occ: 1316 | OR_unadj: 1.676 [1.282 2.190] | indivs AUC:0.597 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.220 Diagnosis:9ccs219:Low birth wt:-0.108 Diagnosis:9ccs87:Retinal dx:-0.092 Newborn Diagnosis:9ccs222:Perint jaund:-0.085 Newborn Diagnosis:9ccs221:Resp distres:-0.080 Diagnosis:9ccs143:Abdom hernia:-0.078 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.076 Diagnosis:9ccs125:Bronchitis:0.076 Diagnosis:9ccs3:Oth bact inf:0.073 Newborn Diagnosis:9ccs200:Oth skin dx:-0.072 Vital: Ht Percentile-gain5to10 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 606 | OR_unadj: 0.842 [0.579 1.225] | indivs AUC:0.463 Correlated most with: Newborn Diagnosis:9ccs143:Abdom hernia:-0.089 Diagnosis:9ccs145:Int obstruct:0.070 Diagnosis:9ccs171:Menstrual dx:0.064 Diagnosis:9ccs89:Blindness:0.063 Diagnosis:9ccs70:Schizo/rl dx:-0.061 Diagnosis:9ccs214:GI cong anom:0.059 Diagnosis:9ccs199:Ulcer skin:0.059 Diagnosis:9ccs167:Breast dx:-0.059 Diagnosis:9ccs113:Late eff CVD:-0.053 Diagnosis:9ccs211:Ot conn tiss:-0.050 Vital: HC-gain13to19 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1080 | OR_unadj: 0.985 [0.755 1.286] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs128:Asthma:0.079 Newborn Diagnosis:9ccs223:Birth trauma:0.070 Diagnosis:9ccs171:Menstrual dx:-0.058 Diagnosis:9ccs96:Hrt valve dx:0.058 Diagnosis:9ccs10:Immuniz/scrn:0.055 Diagnosis:9ccs257:Ot aftercare:0.050 Diagnosis:9ccs243:Poisn nonmed:-0.049 Diagnosis:9ccs163:Other GU dx:0.048 Diagnosis:9ccs228:Fx skull fac:0.047 Diagnosis:9ccs2619:e codes: other specified- nec:0.047 Vital: Ht-avg0to1 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1326 | OR_unadj: 0.954 [0.722 1.262] | indivs AUC:0.490 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.348 Diagnosis:9ccs219:Low birth wt:-0.204 Newborn Diagnosis:9ccs221:Resp distres:-0.162 Newborn Diagnosis:9ccs222:Perint jaund:-0.135 Newborn Diagnosis:9ccs256:Exam/eval:-0.126 Diagnosis:9ccs143:Abdom hernia:-0.112 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.103 Newborn Diagnosis:9ccs253:Allergy:-0.101 Diagnosis:9ccs200:Oth skin dx:0.079 Newborn Diagnosis:9ccs224:Ot perint dx:0.074 * Vital: Wt for Len Percentile-gain10to16 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1273 | OR_unadj: 1.672 [1.280 2.183] | indivs AUC:0.545 Correlated most with: Diagnosis:9ccs5:HIV infectn:0.078 Diagnosis:9ccs163:Other GU dx:-0.077 Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.063 Diagnosis:9ccs92:Otitis media:0.060 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.057 Newborn Diagnosis:9ccs219:Low birth wt:0.056 Newborn Diagnosis:9ccs215:gu cong anom:-0.053 Diagnosis:9ccs175:Ot femal gen:-0.050 Newborn Diagnosis:9ccs253:Allergy:0.048 Newborn Diagnosis:9ccs47:Ot bnign neo:0.048 * Vital: Wt-avg13to16 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1308 | OR_unadj: 3.224 [2.452 4.240] | indivs AUC:0.703 Correlated most with: Diagnosis:9ccs242:Poisn ot med:0.085 Diagnosis:9ccs87:Retinal dx:-0.072 Newborn Diagnosis:9ccs214:GI cong anom:0.070 Diagnosis:9ccs48:Thyroid dsor:-0.067 Newborn Diagnosis:9ccs219:Low birth wt:-0.065 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.064 Newborn Diagnosis:9ccs59:Anemia:-0.064 Diagnosis:9ccs124:Tonsillitis:0.062 Newborn Diagnosis:9ccs133:Oth low resp:0.057 Lab:297262 HEMOGLOBIN (HEMOCUE):0.056 Vital: Wt Change-avg13to16 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 654 | OR_unadj: 1.355 [0.943 1.946] | indivs AUC:0.524 Correlated most with: Number of Visits:-0.118 Newborn Diagnosis:9ccs143:Abdom hernia:0.110 Diagnosis:9ccs126:Ot up rsp in:-0.089 Diagnosis:9ccs63:Wht blood dx:0.082 Diagnosis:9ccs155:Other GI dx:-0.082 Diagnosis:9ccs133:Oth low resp:-0.079 Newborn Diagnosis:9ccs221:Resp distres:0.078 Diagnosis:9ccs143:Abdom hernia:0.077 Diagnosis:9ccs125:Bronchitis:-0.073 Diagnosis:9ccs136:Teeth dx:-0.070 Vital: Ht Percentile-gain13to19 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 832 | OR_unadj: 0.955 [0.693 1.316] | indivs AUC:0.478 Correlated most with: Newborn Diagnosis:9ccs143:Abdom hernia:-0.085 Diagnosis:9ccs171:Menstrual dx:-0.082 Diagnosis:9ccs49:DiabMel no c:0.071 Diagnosis:9ccs136:Teeth dx:-0.064 Diagnosis:9ccs163:Other GU dx:0.057 Diagnosis:9ccs208:Acq foot def:0.051 Diagnosis:9ccs211:Ot conn tiss:0.051 Newborn Diagnosis:9ccs215:gu cong anom:0.051 Diagnosis:9ccs125:Bronchitis:0.051 Diagnosis:9ccs143:Abdom hernia:-0.051 * Vital: Ht-avg13to16 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1287 | OR_unadj: 1.332 [1.019 1.741] | indivs AUC:0.515 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.120 Diagnosis:9ccs2:Septicemia:0.082 Diagnosis:9ccs58:Ot nutrit dx:-0.073 Diagnosis:9ccs238:Complic proc:-0.071 Diagnosis:9ccs87:Retinal dx:-0.066 Diagnosis:9ccs222:Perint jaund:0.059 Newborn Diagnosis:9ccs221:Resp distres:-0.058 Lab:323825 STREP SCREEN THROAT - Sunrise:0.057 Diagnosis:10ccs58:Ot nutrit dx:0.055 Diagnosis:9ccs64:Ot hematl dx:0.055 Vital: Ht-avg5to7 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1293 | OR_unadj: 1.103 [0.839 1.451] | indivs AUC:0.484 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.219 Newborn Diagnosis:9ccs221:Resp distres:-0.116 Diagnosis:9ccs87:Retinal dx:-0.106 Newborn Diagnosis:9ccs222:Perint jaund:-0.087 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.085 Newborn Diagnosis:9ccs200:Oth skin dx:-0.084 Diagnosis:9ccs219:Low birth wt:-0.083 Diagnosis:9ccs210:SLE:-0.079 Newborn Diagnosis:9ccs5:HIV infectn:-0.072 Diagnosis:9ccs124:Tonsillitis:0.072 * Vital: Wt-avg10to13 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1399 | OR_unadj: 2.696 [2.056 3.535] | indivs AUC:0.688 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.094 Diagnosis:9ccs219:Low birth wt:-0.083 Diagnosis:9ccs87:Retinal dx:-0.075 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.075 Newborn Diagnosis:9ccs223:Birth trauma:0.074 Newborn Diagnosis:9ccs214:GI cong anom:0.074 Newborn Diagnosis:9ccs215:gu cong anom:0.070 Lab:297262 HEMOGLOBIN (HEMOCUE):0.070 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.067 Newborn Diagnosis:9ccs59:Anemia:-0.067 Vital: Wt Percentile-gain5to10 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 582 | OR_unadj: 1.002 [0.659 1.525] | indivs AUC:0.473 Correlated most with: Newborn Diagnosis:9ccs143:Abdom hernia:-0.093 Diagnosis:9ccs5:HIV infectn:0.091 Diagnosis:9ccs254:Rehab:0.090 Diagnosis:9ccs145:Int obstruct:0.079 Newborn Diagnosis:9ccs253:Allergy:0.068 Diagnosis:9ccs89:Blindness:0.068 Newborn Diagnosis:9ccs220:Birth asphyx:0.066 Lab:292495 LEAD LEVEL - Sunrise:0.062 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.062 Diagnosis:9ccs211:Ot conn tiss:-0.059 * Vital: Ht-avg16to19 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1265 | OR_unadj: 1.417 [1.082 1.855] | indivs AUC:0.507 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.120 Newborn Diagnosis:9ccs5:HIV infectn:-0.085 Newborn Diagnosis:9ccs221:Resp distres:-0.072 Diagnosis:9ccs128:Asthma:0.067 Diagnosis:9ccs223:Birth trauma:0.067 Diagnosis:9ccs137:Mouth dx:0.066 Newborn Diagnosis:9ccs215:gu cong anom:0.064 Newborn Diagnosis:9ccs213:Cardiac anom:0.063 Diagnosis:9ccs87:Retinal dx:-0.062 Diagnosis:9ccs205:Back problem:-0.060 Vital: Wt for Length ZScore-gain0to3 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1309 | OR_unadj: 1.211 [0.926 1.584] | indivs AUC:0.579 Correlated most with: Diagnosis:9ccs219:Low birth wt:-0.096 Newborn Diagnosis:9ccs219:Low birth wt:-0.095 Diagnosis:10ccs58:Ot nutrit dx:0.069 Diagnosis:9ccs222:Perint jaund:-0.067 Newborn Diagnosis:9ccs224:Ot perint dx:0.064 Lab:296169 RETICULOCYTE COUNT- LMC:0.062 Diagnosis:9ccs2603:E Codes: Fall:0.062 Diagnosis:9ccs236:Opn wnd extr:0.060 Newborn Diagnosis:9ccs256:Exam/eval:-0.057 Diagnosis:9ccs161:Ot dx kidney:0.054 Vital: Wt for Length ZScore-avg0to1 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1309 | OR_unadj: 1.211 [0.926 1.584] | indivs AUC:0.579 Correlated most with: Diagnosis:9ccs219:Low birth wt:-0.096 Newborn Diagnosis:9ccs219:Low birth wt:-0.095 Diagnosis:10ccs58:Ot nutrit dx:0.069 Diagnosis:9ccs222:Perint jaund:-0.067 Newborn Diagnosis:9ccs224:Ot perint dx:0.064 Lab:296169 RETICULOCYTE COUNT- LMC:0.062 Diagnosis:9ccs2603:E Codes: Fall:0.062 Diagnosis:9ccs236:Opn wnd extr:0.060 Newborn Diagnosis:9ccs256:Exam/eval:-0.057 Diagnosis:9ccs161:Ot dx kidney:0.054 Vital: Wt for Len Percentile-gain13to19 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1254 | OR_unadj: 1.030 [0.785 1.351] | indivs AUC:0.532 Correlated most with: Diagnosis:9ccs7:Viral infect:0.069 Diagnosis:9ccs163:Other GU dx:0.067 Diagnosis:9ccs233:Intracrn inj:-0.066 Newborn Diagnosis:9ccs143:Abdom hernia:-0.061 Number of Visits:0.059 Diagnosis:9ccs10:Immuniz/scrn:0.051 Lab:323700 CULTURE THROAT W SENS - Sunrise:0.046 Diagnosis:9ccs91:Other eye dx:-0.046 Diagnosis:9ccs141:Ot dx stomch:0.044 Diagnosis:9ccs208:Acq foot def:0.044 * Vital: RR-latest | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 725 | OR_unadj: 0.663 [0.457 0.960] | indivs AUC:0.444 Correlated most with: Diagnosis:9ccs151:Oth liver dx:0.128 Diagnosis:9ccs10:Immuniz/scrn:0.079 Diagnosis:9ccs73:Preadult dx:-0.079 Diagnosis:9ccs257:Ot aftercare:0.074 Diagnosis:9ccs222:Perint jaund:0.073 Newborn Diagnosis:9ccs219:Low birth wt:0.070 Diagnosis:9ccs223:Birth trauma:0.066 Newborn Diagnosis:9ccs197:Skin infectn:0.065 Diagnosis:9ccs224:Ot perint dx:0.064 Diagnosis:9ccs128:Asthma:0.063 Vital: Ht Percentile-avg7to10 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 564 | OR_unadj: 1.079 [0.760 1.532] | indivs AUC:0.530 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.104 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.086 Diagnosis:9ccs230:Fx leg:-0.073 Newborn Diagnosis:9ccs221:Resp distres:-0.066 Diagnosis:9ccs167:Breast dx:-0.064 Newborn Diagnosis:9ccs200:Oth skin dx:-0.062 Diagnosis:9ccs118:Phlebitis:-0.061 Diagnosis:9ccs168:PID:0.059 Diagnosis:9ccs208:Acq foot def:0.057 Diagnosis:9ccs252:Fatigue:0.053 Vital: HC-avg3to5 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1129 | OR_unadj: 1.116 [0.845 1.474] | indivs AUC:0.490 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.133 Newborn Diagnosis:9ccs5:HIV infectn:-0.096 Diagnosis:9ccs219:Low birth wt:-0.093 Newborn Diagnosis:9ccs94:Other ear dx:0.092 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.072 Newborn Diagnosis:9ccs256:Exam/eval:-0.069 Newborn Diagnosis:9ccs200:Oth skin dx:-0.064 Diagnosis:9ccs125:Bronchitis:0.061 Newborn Diagnosis:9ccs220:Birth asphyx:0.058 Diagnosis:9ccs230:Fx leg:-0.054 * Vital: Wt-avg19to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1372 | OR_unadj: 3.824 [2.897 5.047] | indivs AUC:0.770 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.075 Lab:297262 HEMOGLOBIN (HEMOCUE):0.066 Lab:294495 LEAD, BLOOD - LMC:0.057 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.051 Diagnosis:9ccs5:HIV infectn:0.051 Newborn Diagnosis:9ccs5:HIV infectn:-0.051 Diagnosis:9ccs128:Asthma:0.048 Newborn Diagnosis:9ccs214:GI cong anom:0.047 Diagnosis:9ccs124:Tonsillitis:0.047 Newborn Diagnosis:9ccs59:Anemia:-0.047 * Vital: HC-avg13to16 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 990 | OR_unadj: 1.619 [1.234 2.125] | indivs AUC:0.603 Correlated most with: Diagnosis:9ccs87:Retinal dx:-0.075 Lab:294205 TSH REFLEX TO FT4 - LMC:0.068 Diagnosis:9ccs73:Preadult dx:0.061 Diagnosis:9ccs92:Otitis media:0.056 Diagnosis:9ccs90:Eye infectn:0.056 Newborn Diagnosis:9ccs59:Anemia:-0.055 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.055 Diagnosis:9ccs70:Schizo/rl dx:-0.055 Newborn Diagnosis:9ccs197:Skin infectn:-0.055 Diagnosis:9ccs49:DiabMel no c:0.055 * Vital: HC-avg5to7 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1123 | OR_unadj: 1.500 [1.143 1.967] | indivs AUC:0.535 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.118 Newborn Diagnosis:9ccs5:HIV infectn:-0.096 Newborn Diagnosis:9ccs221:Resp distres:-0.085 Diagnosis:9ccs219:Low birth wt:-0.070 Diagnosis:9ccs147:Anal/rectal:0.061 Diagnosis:9ccs74:Ot mentl cnd:-0.060 Diagnosis:9ccs234:Crush injury:0.055 Diagnosis:9ccs257:Ot aftercare:0.053 Diagnosis:9ccs73:Preadult dx:0.053 Diagnosis:9ccs230:Fx leg:-0.052 Vital: Wt Change-avg7to10 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 515 | OR_unadj: 0.986 [0.640 1.520] | indivs AUC:0.446 Correlated most with: Diagnosis:9ccs199:Ulcer skin:0.220 Diagnosis:9ccs252:Fatigue:0.116 Newborn Diagnosis:9ccs220:Birth asphyx:0.105 Diagnosis:9ccs145:Int obstruct:-0.102 Newborn Diagnosis:9ccs214:GI cong anom:0.096 Diagnosis:9ccs47:Ot bnign neo:0.073 Diagnosis:9ccs256:Exam/eval:0.069 Diagnosis:9ccs125:Bronchitis:-0.065 Diagnosis:9ccs259:Unclassified:-0.057 Diagnosis:9ccs190:Fetal distrs:0.055 Vital: Ht-avg19to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1340 | OR_unadj: 1.266 [0.970 1.652] | indivs AUC:0.550 Correlated most with: Diagnosis:9ccs221:Resp distres:0.091 Diagnosis:9ccs128:Asthma:0.088 Number of Visits:0.085 Newborn Diagnosis:9ccs219:Low birth wt:-0.084 Diagnosis:9ccs200:Oth skin dx:0.083 Newborn Diagnosis:9ccs5:HIV infectn:-0.075 Diagnosis:9ccs64:Ot hematl dx:0.074 Lab:294495 LEAD, BLOOD - LMC:0.070 Diagnosis:9ccs259:Unclassified:0.068 Lab:323825 STREP SCREEN THROAT - Sunrise:0.067 * Vital: Wt Percentile-avg16to19 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 747 | OR_unadj: 1.781 [1.341 2.364] | indivs AUC:0.649 Correlated most with: Newborn Diagnosis:9ccs59:Anemia:-0.086 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.086 Diagnosis:9ccs48:Thyroid dsor:-0.085 Diagnosis:9ccs230:Fx leg:-0.082 Diagnosis:9ccs208:Acq foot def:0.072 Diagnosis:9ccs205:Back problem:-0.071 Diagnosis:9ccs236:Opn wnd extr:-0.067 Newborn Diagnosis:9ccs219:Low birth wt:-0.064 Lab:294199 BILIRUBIN SCAN - LMC:-0.064 Lab:294205 TSH REFLEX TO FT4 - LMC:0.062 * Vital: Ht Percentile-avg19to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 916 | OR_unadj: 1.365 [1.025 1.817] | indivs AUC:0.591 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.091 Diagnosis:9ccs128:Asthma:0.079 Diagnosis:9ccs89:Blindness:0.079 Newborn Diagnosis:9ccs214:GI cong anom:0.069 Lab:294203 BILIRUBIN TOTAL - LMC:-0.066 Lab:294495 LEAD, BLOOD - LMC:0.062 Lab:323825 STREP SCREEN THROAT - Sunrise:0.061 Diagnosis:9ccs64:Ot hematl dx:0.061 Newborn Diagnosis:9ccs5:HIV infectn:-0.059 Newborn Diagnosis:9ccs215:gu cong anom:0.056 * Vital: Wt-gain0to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1357 | OR_unadj: 3.724 [2.823 4.912] | indivs AUC:0.775 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.076 Lab:297262 HEMOGLOBIN (HEMOCUE):0.067 Lab:294495 LEAD, BLOOD - LMC:0.058 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.051 Diagnosis:9ccs5:HIV infectn:0.051 Newborn Diagnosis:9ccs5:HIV infectn:-0.051 Newborn Diagnosis:9ccs214:GI cong anom:0.048 Newborn Diagnosis:9ccs59:Anemia:-0.047 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.047 Diagnosis:9ccs124:Tonsillitis:0.047 Vital: HR-avg19to24 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 442 | OR_unadj: 0.945 [0.614 1.454] | indivs AUC:0.567 Correlated most with: Diagnosis:9ccs70:Schizo/rl dx:0.140 Diagnosis:9ccs132:Lung externl:-0.090 Diagnosis:9ccs213:Cardiac anom:-0.072 Diagnosis:9ccs245:Syncope:0.069 Newborn Diagnosis:9ccs134:Ot uppr resp:-0.063 Diagnosis:9ccs10:Immuniz/scrn:0.060 Diagnosis:10ccs58:Ot nutrit dx:-0.060 Diagnosis:9ccs231:Oth fracture:0.057 Diagnosis:9ccs251:Abdomnl pain:0.055 Diagnosis:9ccs151:Oth liver dx:0.054 Vital: Ht Percentile-avg10to13 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 671 | OR_unadj: 1.232 [0.896 1.694] | indivs AUC:0.559 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.102 Diagnosis:9ccs230:Fx leg:-0.064 Diagnosis:9ccs89:Blindness:0.061 Diagnosis:10ccs58:Ot nutrit dx:0.059 Newborn Diagnosis:9ccs221:Resp distres:-0.055 Lab:323825 STREP SCREEN THROAT - Sunrise:0.052 Newborn Diagnosis:9ccs220:Birth asphyx:-0.052 Diagnosis:9ccs256:Exam/eval:0.051 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.050 Diagnosis:9ccs70:Schizo/rl dx:0.049 * Vital: Wt for Len Percentile-gain3to7 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 947 | OR_unadj: 1.643 [1.240 2.177] | indivs AUC:0.541 Correlated most with: Diagnosis:9ccs155:Other GI dx:-0.100 Diagnosis:9ccs59:Anemia:0.062 Diagnosis:9ccs211:Ot conn tiss:0.058 Diagnosis:9ccs137:Mouth dx:0.058 Diagnosis:9ccs128:Asthma:0.054 Diagnosis:9ccs153:GI hemorrhag:-0.053 Diagnosis:9ccs5:HIV infectn:0.053 Lab:292208 CBC/DIFF/PLT - Sunrise:0.051 Diagnosis:9ccs140:Gastritis:-0.049 Newborn Diagnosis:9ccs133:Oth low resp:0.048 Vital: HR-avg7to10 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 420 | OR_unadj: 0.906 [0.585 1.403] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs106:Dysrhythmia:0.125 Lab:292208 CBC/DIFF/PLT - Sunrise:-0.089 Diagnosis:9ccs10:Immuniz/scrn:0.089 Diagnosis:9ccs217:Ot cong anom:0.086 Diagnosis:9ccs231:Oth fracture:0.083 Diagnosis:9ccs125:Bronchitis:0.082 Diagnosis:9ccs229:Fx arm:0.080 Diagnosis:9ccs257:Ot aftercare:0.064 Diagnosis:9ccs7:Viral infect:0.063 Diagnosis:9ccs76:Meningitis:-0.063 Vital: HR-avg10to13 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 403 | OR_unadj: 1.043 [0.671 1.621] | indivs AUC:0.460 Correlated most with: Diagnosis:9ccs221:Resp distres:0.123 Diagnosis:9ccs252:Fatigue:0.091 Diagnosis:9ccs10:Immuniz/scrn:0.088 Diagnosis:9ccs212:Ot bone dx:0.069 Newborn Diagnosis:9ccs191:Amnios dx:0.067 Diagnosis:9ccs7:Viral infect:0.061 Diagnosis:9ccs105:Conduction:-0.057 Newborn Diagnosis:9ccs214:GI cong anom:0.057 Diagnosis:9ccs117:Ot circul dx:0.055 Diagnosis:9ccs251:Abdomnl pain:0.055 Vital: HR-avg13to16 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 363 | OR_unadj: 1.048 [0.669 1.642] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs2620:E Codes: Unspecified:0.129 Diagnosis:9ccs140:Gastritis:0.111 Diagnosis:9ccs105:Conduction:-0.106 Diagnosis:9ccs240:Burns:0.076 Diagnosis:9ccs106:Dysrhythmia:-0.075 Diagnosis:9ccs168:PID:0.074 Diagnosis:9ccs10:Immuniz/scrn:0.068 Diagnosis:9ccs163:Other GU dx:0.068 Diagnosis:9ccs190:Fetal distrs:0.068 Diagnosis:9ccs257:Ot aftercare:0.065 * Vital: HC-avg16to19 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 930 | OR_unadj: 1.811 [1.365 2.403] | indivs AUC:0.545 Correlated most with: Diagnosis:9ccs51:Ot endo dsor:-0.094 Diagnosis:9ccs204:Ot joint dx:-0.075 Diagnosis:9ccs2604:E Codes: Fire/burn:-0.074 Diagnosis:10ccs238:Complic proc:-0.074 Diagnosis:9ccs75:Hx mental dx:-0.073 Diagnosis:9ccs253:Allergy:0.064 Diagnosis:9ccs230:Fx leg:-0.062 Diagnosis:9ccs59:Anemia:-0.060 Diagnosis:9ccs236:Opn wnd extr:-0.060 Diagnosis:9ccs134:Ot uppr resp:0.060 * Vital: Ht Percentile-gain0to24 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 899 | OR_unadj: 1.356 [1.016 1.808] | indivs AUC:0.595 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.083 Diagnosis:9ccs89:Blindness:0.078 Diagnosis:9ccs128:Asthma:0.077 Newborn Diagnosis:9ccs214:GI cong anom:0.069 Lab:294203 BILIRUBIN TOTAL - LMC:-0.064 Lab:294495 LEAD, BLOOD - LMC:0.063 Lab:323825 STREP SCREEN THROAT - Sunrise:0.062 Diagnosis:9ccs64:Ot hematl dx:0.061 Newborn Diagnosis:9ccs5:HIV infectn:-0.060 Newborn Diagnosis:9ccs215:gu cong anom:0.055 Vital: Ht-gain0to24 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1325 | OR_unadj: 1.215 [0.931 1.585] | indivs AUC:0.551 Correlated most with: Diagnosis:9ccs221:Resp distres:0.092 Diagnosis:9ccs200:Oth skin dx:0.088 Newborn Diagnosis:9ccs219:Low birth wt:-0.087 Diagnosis:9ccs128:Asthma:0.083 Number of Visits:0.082 Newborn Diagnosis:9ccs5:HIV infectn:-0.075 Diagnosis:9ccs64:Ot hematl dx:0.075 Diagnosis:9ccs259:Unclassified:0.072 Lab:294495 LEAD, BLOOD - LMC:0.070 Lab:323825 STREP SCREEN THROAT - Sunrise:0.067 Vital: HR-avg16to19 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 364 | OR_unadj: 0.933 [0.582 1.496] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs106:Dysrhythmia:0.124 Diagnosis:9ccs240:Burns:0.086 Diagnosis:9ccs217:Ot cong anom:0.077 Diagnosis:9ccs161:Ot dx kidney:0.073 Diagnosis:9ccs63:Wht blood dx:0.071 Diagnosis:9ccs90:Eye infectn:0.071 Diagnosis:9ccs219:Low birth wt:0.070 Diagnosis:9ccs159:UTI:0.063 Diagnosis:9ccs91:Other eye dx:0.061 Diagnosis:9ccs230:Fx leg:-0.059 Vital: Ht Percentile-avg13to16 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 688 | OR_unadj: 1.313 [0.962 1.791] | indivs AUC:0.508 Correlated most with: Diagnosis:10ccs58:Ot nutrit dx:0.089 Lab:323825 STREP SCREEN THROAT - Sunrise:0.084 Newborn Diagnosis:9ccs219:Low birth wt:-0.082 Newborn Diagnosis:9ccs221:Resp distres:-0.071 Newborn Diagnosis:9ccs214:GI cong anom:0.068 Diagnosis:9ccs242:Poisn ot med:0.066 Diagnosis:9ccs171:Menstrual dx:0.065 Diagnosis:9ccs2603:E Codes: Fall:0.060 Diagnosis:9ccs90:Eye infectn:0.058 Newborn Diagnosis:9ccs200:Oth skin dx:-0.057 Vital: Wt Change-avg5to7 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 420 | OR_unadj: 0.968 [0.619 1.514] | indivs AUC:0.474 Correlated most with: Diagnosis:9ccs145:Int obstruct:0.122 Newborn Diagnosis:9ccs197:Skin infectn:0.093 Diagnosis:9ccs252:Fatigue:0.083 Newborn Diagnosis:9ccs214:GI cong anom:0.074 Diagnosis:9ccs124:Tonsillitis:-0.068 Diagnosis:9ccs47:Ot bnign neo:0.065 Diagnosis:9ccs208:Acq foot def:0.059 Lab:295669 BILIRUBIN DIRECT - LMC:0.054 Lab:306025 PPD:-0.054 Diagnosis:9ccs243:Poisn nonmed:-0.053 Vital: Wt Change-avg1to3 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 329 | OR_unadj: 1.015 [0.648 1.588] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs118:Phlebitis:0.093 Lab:295669 BILIRUBIN DIRECT - LMC:0.088 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.081 Diagnosis:9ccs195:Ot compl bir:-0.077 Newborn Diagnosis:9ccs191:Amnios dx:0.076 Diagnosis:9ccs147:Anal/rectal:0.073 Diagnosis:9ccs44:Neoplsm unsp:0.069 Diagnosis:9ccs230:Fx leg:-0.067 Diagnosis:9ccs117:Ot circul dx:-0.067 Newborn Diagnosis:9ccs223:Birth trauma:-0.065 Vital: Ht Percentile-gain3to7 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 513 | OR_unadj: 0.862 [0.579 1.284] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs70:Schizo/rl dx:0.099 Diagnosis:9ccs145:Int obstruct:-0.089 Diagnosis:9ccs92:Otitis media:0.085 Lab:306025 PPD:0.075 Diagnosis:9ccs136:Teeth dx:0.069 Diagnosis:9ccs74:Ot mentl cnd:0.066 Diagnosis:9ccs2620:E Codes: Unspecified:0.064 Diagnosis:9ccs113:Late eff CVD:0.062 Diagnosis:9ccs161:Ot dx kidney:0.061 Diagnosis:9ccs59:Anemia:0.060 Vital: Ht Percentile-gain0to3 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 390 | OR_unadj: 0.716 [0.445 1.152] | indivs AUC:0.420 Correlated most with: Diagnosis:9ccs145:Int obstruct:0.117 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.083 Lab:296169 RETICULOCYTE COUNT- LMC:0.063 Diagnosis:9ccs95:Oth nerv dx:-0.060 Diagnosis:9ccs231:Oth fracture:-0.059 Diagnosis:9ccs122:Pneumonia:0.055 Lab:294205 TSH REFLEX TO FT4 - LMC:0.053 Diagnosis:9ccs200:Oth skin dx:0.051 Diagnosis:9ccs245:Syncope:-0.051 Newborn Diagnosis:9ccs214:GI cong anom:0.050 Vital: Ht Percentile-gain1to5 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 465 | OR_unadj: 0.736 [0.477 1.135] | indivs AUC:0.478 Correlated most with: Diagnosis:9ccs195:Ot compl bir:-0.087 Diagnosis:9ccs252:Fatigue:-0.075 Newborn Diagnosis:9ccs197:Skin infectn:-0.067 Diagnosis:9ccs242:Poisn ot med:0.066 Newborn Diagnosis:9ccs143:Abdom hernia:0.064 Diagnosis:9ccs140:Gastritis:-0.061 Diagnosis:9ccs48:Thyroid dsor:-0.060 Diagnosis:9ccs96:Hrt valve dx:-0.058 Newborn Diagnosis:9ccs222:Perint jaund:0.056 Diagnosis:9ccs213:Cardiac anom:-0.051 Vital: Wt Percentile-gain0to3 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 372 | OR_unadj: 0.999 [0.638 1.563] | indivs AUC:0.490 Correlated most with: Diagnosis:9ccs145:Int obstruct:0.122 Diagnosis:9ccs127:COPD:0.074 Diagnosis:9ccs253:Allergy:0.068 Diagnosis:9ccs122:Pneumonia:0.066 Diagnosis:10ccs58:Ot nutrit dx:0.066 Diagnosis:9ccs58:Ot nutrit dx:-0.061 Diagnosis:9ccs195:Ot compl bir:-0.061 Diagnosis:9ccs2603:E Codes: Fall:0.058 Diagnosis:9ccs44:Neoplsm unsp:-0.056 Diagnosis:9ccs211:Ot conn tiss:0.056 * Vital: Wt for Len Percentile-avg5to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 966 | OR_unadj: 1.961 [1.497 2.571] | indivs AUC:0.562 Correlated most with: Diagnosis:9ccs222:Perint jaund:-0.059 Diagnosis:9ccs75:Hx mental dx:0.058 Diagnosis:9ccs217:Ot cong anom:-0.055 Diagnosis:9ccs245:Syncope:-0.054 Diagnosis:9ccs213:Cardiac anom:-0.052 Diagnosis:9ccs5:HIV infectn:0.051 Diagnosis:9ccs72:Anxiety dx:-0.050 Diagnosis:9ccs132:Lung externl:-0.050 Diagnosis:9ccs125:Bronchitis:0.050 Diagnosis:9ccs211:Ot conn tiss:0.050 * Vital: Wt for Len Percentile-avg13to16 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1286 | OR_unadj: 3.426 [2.597 4.520] | indivs AUC:0.718 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.082 Diagnosis:9ccs48:Thyroid dsor:-0.071 Diagnosis:9ccs171:Menstrual dx:-0.064 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.058 Newborn Diagnosis:9ccs59:Anemia:-0.058 Diagnosis:9ccs58:Ot nutrit dx:-0.058 Diagnosis:9ccs87:Retinal dx:-0.055 Diagnosis:9ccs10:Immuniz/scrn:-0.055 Diagnosis:9ccs143:Abdom hernia:0.054 Diagnosis:9ccs92:Otitis media:0.054 Vital: Wt Percentile-gain3to7 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 491 | OR_unadj: 0.943 [0.621 1.433] | indivs AUC:0.527 Correlated most with: Diagnosis:9ccs145:Int obstruct:-0.111 Newborn Diagnosis:9ccs220:Birth asphyx:-0.092 Diagnosis:9ccs92:Otitis media:0.077 Diagnosis:9ccs70:Schizo/rl dx:0.074 Diagnosis:9ccs230:Fx leg:-0.073 Diagnosis:9ccs2620:E Codes: Unspecified:0.064 Diagnosis:9ccs257:Ot aftercare:0.061 Diagnosis:9ccs89:Blindness:-0.060 Diagnosis:9ccs147:Anal/rectal:-0.056 Diagnosis:9ccs125:Bronchitis:0.056 * Vital: Wt Percentile-avg13to16 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 679 | OR_unadj: 1.935 [1.451 2.581] | indivs AUC:0.643 Correlated most with: Diagnosis:9ccs230:Fx leg:-0.089 Diagnosis:9ccs199:Ulcer skin:-0.069 Diagnosis:9ccs242:Poisn ot med:0.067 Diagnosis:9ccs89:Blindness:0.063 Lab:294199 BILIRUBIN SCAN - LMC:-0.061 Newborn Diagnosis:9ccs214:GI cong anom:0.060 Diagnosis:9ccs204:Ot joint dx:0.059 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.056 Diagnosis:9ccs117:Ot circul dx:-0.054 Lab:323825 STREP SCREEN THROAT - Sunrise:0.053 Vital: Wt Percentile-gain1to5 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 439 | OR_unadj: 1.179 [0.767 1.814] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs129:Asp pneumon:0.087 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.070 Newborn Diagnosis:9ccs222:Perint jaund:0.067 Diagnosis:9ccs91:Other eye dx:0.063 Diagnosis:9ccs213:Cardiac anom:-0.062 Diagnosis:9ccs124:Tonsillitis:-0.061 Newborn Diagnosis:9ccs143:Abdom hernia:0.057 Diagnosis:9ccs256:Exam/eval:0.056 Diagnosis:9ccs89:Blindness:0.049 Diagnosis:9ccs96:Hrt valve dx:-0.049 * Vital: HC-avg19to24 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 917 | OR_unadj: 1.767 [1.333 2.341] | indivs AUC:0.534 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.119 Newborn Diagnosis:9ccs5:HIV infectn:-0.105 Diagnosis:9ccs83:Epilepsy/cnv:-0.101 Diagnosis:9ccs90:Eye infectn:0.070 Diagnosis:9ccs70:Schizo/rl dx:-0.065 Diagnosis:9ccs94:Other ear dx:-0.063 Diagnosis:9ccs49:DiabMel no c:0.063 Diagnosis:9ccs247:Lymph enlarg:0.062 Diagnosis:9ccs87:Retinal dx:-0.061 Newborn Diagnosis:9ccs197:Skin infectn:-0.057 Vital: HR-avg1to3 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 273 | OR_unadj: 0.877 [0.537 1.434] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs117:Ot circul dx:0.089 Diagnosis:9ccs259:Unclassified:0.080 Diagnosis:9ccs214:GI cong anom:-0.079 Diagnosis:9ccs167:Breast dx:0.072 Newborn Diagnosis:9ccs256:Exam/eval:0.072 Diagnosis:9ccs244:Other injury:0.063 Diagnosis:9ccs122:Pneumonia:-0.062 Newborn Diagnosis:9ccs219:Low birth wt:0.060 Diagnosis:9ccs10:Immuniz/scrn:0.057 Diagnosis:9ccs198:Ot infl skin:0.057 Vital: Ht Percentile-avg5to7 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 465 | OR_unadj: 1.007 [0.684 1.483] | indivs AUC:0.524 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.108 Newborn Diagnosis:9ccs200:Oth skin dx:-0.081 Newborn Diagnosis:9ccs221:Resp distres:-0.069 Diagnosis:9ccs70:Schizo/rl dx:0.067 Diagnosis:9ccs63:Wht blood dx:0.065 Diagnosis:9ccs230:Fx leg:-0.063 Diagnosis:9ccs118:Phlebitis:-0.062 Diagnosis:9ccs222:Perint jaund:0.062 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.060 Diagnosis:9ccs140:Gastritis:-0.058 * Vital: Wt Percentile-avg10to13 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 664 | OR_unadj: 1.806 [1.346 2.423] | indivs AUC:0.618 Correlated most with: Lab:294199 BILIRUBIN SCAN - LMC:-0.091 Diagnosis:9ccs230:Fx leg:-0.088 Newborn Diagnosis:9ccs219:Low birth wt:-0.078 Diagnosis:9ccs199:Ulcer skin:-0.071 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.070 Diagnosis:9ccs208:Acq foot def:0.061 Diagnosis:9ccs245:Syncope:-0.059 Diagnosis:9ccs89:Blindness:0.058 Diagnosis:9ccs48:Thyroid dsor:-0.055 Lab:294203 BILIRUBIN TOTAL - LMC:-0.054 * Vital: Wt Percentile-avg19to24 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 921 | OR_unadj: 2.119 [1.615 2.779] | indivs AUC:0.706 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.101 Newborn Diagnosis:9ccs5:HIV infectn:-0.088 Newborn Diagnosis:9ccs59:Anemia:-0.076 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.076 Diagnosis:9ccs245:Syncope:-0.068 Lab:294147 FREE T4 - LMC:0.068 Newborn Diagnosis:9ccs219:Low birth wt:-0.066 Diagnosis:9ccs199:Ulcer skin:-0.062 Diagnosis:9ccs89:Blindness:0.061 Diagnosis:9ccs253:Allergy:0.058 * Vital: Wt for Len Percentile-avg16to19 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1269 | OR_unadj: 2.937 [2.233 3.864] | indivs AUC:0.772 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.073 Diagnosis:9ccs234:Crush injury:0.072 Diagnosis:9ccs92:Otitis media:0.068 Diagnosis:9ccs87:Retinal dx:-0.061 Diagnosis:9ccs230:Fx leg:-0.059 Diagnosis:9ccs96:Hrt valve dx:-0.057 Lab:294147 FREE T4 - LMC:0.057 Diagnosis:9ccs232:Sprain:-0.057 MatDeliveryAge:-0.056 Lab:294205 TSH REFLEX TO FT4 - LMC:0.054 * Vital: Wt Percentile-avg7to10 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 548 | OR_unadj: 1.684 [1.224 2.316] | indivs AUC:0.570 Correlated most with: Diagnosis:9ccs230:Fx leg:-0.098 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.083 Diagnosis:9ccs199:Ulcer skin:-0.081 Newborn Diagnosis:9ccs200:Oth skin dx:-0.080 Diagnosis:9ccs245:Syncope:-0.078 Diagnosis:9ccs171:Menstrual dx:-0.076 Newborn Diagnosis:9ccs219:Low birth wt:-0.074 Diagnosis:9ccs208:Acq foot def:0.074 Lab:294199 BILIRUBIN SCAN - LMC:-0.067 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.060 Vital: Wt Change-avg3to5 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 376 | OR_unadj: 1.188 [0.778 1.816] | indivs AUC:0.535 Correlated most with: Newborn Diagnosis:9ccs220:Birth asphyx:0.117 Diagnosis:9ccs44:Neoplsm unsp:0.078 Diagnosis:9ccs140:Gastritis:-0.075 Newborn Diagnosis:9ccs197:Skin infectn:0.074 Newborn Diagnosis:9ccs214:GI cong anom:0.073 Newborn Diagnosis:9ccs143:Abdom hernia:0.069 Diagnosis:9ccs242:Poisn ot med:-0.066 Diagnosis:9ccs195:Ot compl bir:-0.066 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.065 Diagnosis:9ccs143:Abdom hernia:0.060 * Vital: Wt Percentile-gain0to24 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 906 | OR_unadj: 1.985 [1.512 2.606] | indivs AUC:0.707 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.101 Newborn Diagnosis:9ccs5:HIV infectn:-0.088 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.077 Newborn Diagnosis:9ccs59:Anemia:-0.077 Lab:294147 FREE T4 - LMC:0.068 Diagnosis:9ccs245:Syncope:-0.068 Newborn Diagnosis:9ccs219:Low birth wt:-0.065 Diagnosis:9ccs89:Blindness:0.062 Diagnosis:9ccs199:Ulcer skin:-0.062 Diagnosis:9ccs253:Allergy:0.057 * Vital: Wt for Len Percentile-avg19to24 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1351 | OR_unadj: 3.535 [2.668 4.684] | indivs AUC:0.770 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.098 Diagnosis:9ccs259:Unclassified:-0.086 Newborn Diagnosis:9ccs59:Anemia:-0.061 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.061 Diagnosis:9ccs143:Abdom hernia:0.058 Diagnosis:9ccs188:Pelvic obstr:-0.057 Diagnosis:9ccs167:Breast dx:-0.055 Diagnosis:9ccs171:Menstrual dx:-0.048 Diagnosis:9ccs74:Ot mentl cnd:0.048 Diagnosis:9ccs61:Sickle cell:-0.048 * Vital: Wt for Len Percentile-avg7to10 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1304 | OR_unadj: 2.608 [1.991 3.417] | indivs AUC:0.622 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.070 Diagnosis:9ccs171:Menstrual dx:-0.064 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.061 Diagnosis:9ccs200:Oth skin dx:-0.058 Diagnosis:9ccs217:Ot cong anom:-0.056 Diagnosis:9ccs245:Syncope:-0.054 Diagnosis:9ccs222:Perint jaund:-0.052 Lab:297262 HEMOGLOBIN (HEMOCUE):0.050 Lab:292495 LEAD LEVEL - Sunrise:0.049 Diagnosis:9ccs232:Sprain:-0.049 * Diagnosis:9ccs10:Immuniz/scrn | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1406 | OR_unadj: 0.719 [0.517 0.999] | indivs AUC:0.515 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:1.000 Diagnosis:9ccs255:Social admin:0.458 Diagnosis:9ccs126:Ot up rsp in:0.312 Number of Visits:0.277 Diagnosis:9ccs7:Viral infect:0.207 Diagnosis:9ccs257:Ot aftercare:0.194 Diagnosis:9ccs92:Otitis media:0.191 Diagnosis:9ccs253:Allergy:0.179 Diagnosis:9ccs135:Intest infct:0.147 Diagnosis:9ccs90:Eye infectn:0.143 Vital: Ht Percentile-avg3to5 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 415 | OR_unadj: 0.745 [0.479 1.157] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.097 Diagnosis:9ccs44:Neoplsm unsp:0.074 Diagnosis:9ccs61:Sickle cell:-0.068 Newborn Diagnosis:9ccs253:Allergy:-0.067 Diagnosis:9ccs175:Ot femal gen:0.066 Diagnosis:9ccs168:PID:0.065 Newborn Diagnosis:9ccs197:Skin infectn:-0.065 Diagnosis:9ccs96:Hrt valve dx:-0.065 Newborn Diagnosis:9ccs200:Oth skin dx:-0.064 Diagnosis:9ccs118:Phlebitis:-0.059 * Vital: Wt Percentile-avg5to7 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 447 | OR_unadj: 1.467 [1.036 2.078] | indivs AUC:0.563 Correlated most with: Diagnosis:9ccs230:Fx leg:-0.105 Newborn Diagnosis:9ccs219:Low birth wt:-0.091 Lab:294199 BILIRUBIN SCAN - LMC:-0.088 Diagnosis:9ccs208:Acq foot def:0.086 Diagnosis:9ccs217:Ot cong anom:-0.077 Newborn Diagnosis:9ccs200:Oth skin dx:-0.075 Diagnosis:9ccs117:Ot circul dx:-0.069 Diagnosis:9ccs242:Poisn ot med:0.067 Diagnosis:9ccs92:Otitis media:0.065 Newborn Diagnosis:9ccs221:Resp distres:-0.064 * Vital: Wt for Len Percentile-avg10to13 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1379 | OR_unadj: 2.986 [2.269 3.930] | indivs AUC:0.700 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.079 Diagnosis:9ccs48:Thyroid dsor:-0.075 Diagnosis:9ccs10:Immuniz/scrn:-0.071 Diagnosis:9ccs219:Low birth wt:-0.062 Lab:294199 BILIRUBIN SCAN - LMC:-0.060 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.054 Lab:297262 HEMOGLOBIN (HEMOCUE):0.054 Diagnosis:9ccs259:Unclassified:-0.053 Diagnosis:9ccs87:Retinal dx:-0.052 Diagnosis:9ccs138:Esophgeal dx:-0.049 Vital: HR-avg5to7 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 274 | OR_unadj: 0.881 [0.526 1.476] | indivs AUC:0.533 Correlated most with: Diagnosis:9ccs145:Int obstruct:-0.133 Diagnosis:9ccs246:FUO:-0.104 Newborn Diagnosis:9ccs94:Other ear dx:-0.077 Newborn Diagnosis:9ccs221:Resp distres:0.075 Diagnosis:9ccs125:Bronchitis:0.073 Lab:294147 FREE T4 - LMC:0.072 Diagnosis:9ccs244:Other injury:0.068 Diagnosis:9ccs135:Intest infct:0.068 Diagnosis:9ccs10:Immuniz/scrn:0.065 Number of Visits:0.065 Vital: Ht Percentile-avg1to3 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 375 | OR_unadj: 0.643 [0.396 1.043] | indivs AUC:0.469 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.107 Diagnosis:9ccs44:Neoplsm unsp:0.104 Newborn Diagnosis:9ccs200:Oth skin dx:-0.076 Diagnosis:9ccs70:Schizo/rl dx:-0.076 Diagnosis:9ccs208:Acq foot def:0.072 Diagnosis:9ccs168:PID:0.066 Diagnosis:9ccs8:Oth infectns:0.066 Diagnosis:9ccs252:Fatigue:0.065 Diagnosis:9ccs224:Ot perint dx:0.063 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.062 * Vital: HC-gain0to24 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 903 | OR_unadj: 1.731 [1.303 2.298] | indivs AUC:0.539 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.120 Newborn Diagnosis:9ccs5:HIV infectn:-0.106 Diagnosis:9ccs83:Epilepsy/cnv:-0.102 Diagnosis:9ccs90:Eye infectn:0.069 Diagnosis:9ccs94:Other ear dx:-0.066 Diagnosis:9ccs70:Schizo/rl dx:-0.065 Diagnosis:9ccs49:DiabMel no c:0.063 Diagnosis:9ccs87:Retinal dx:-0.061 Newborn Diagnosis:9ccs197:Skin infectn:-0.058 Diagnosis:9ccs247:Lymph enlarg:0.058 Vital: HR-avg0to1 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 209 | OR_unadj: 0.618 [0.317 1.205] | indivs AUC:0.448 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:-0.137 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.134 Newborn Diagnosis:9ccs253:Allergy:0.094 Diagnosis:9ccs245:Syncope:0.075 Diagnosis:9ccs188:Pelvic obstr:0.075 Diagnosis:9ccs231:Oth fracture:-0.068 Diagnosis:9ccs190:Fetal distrs:-0.064 Diagnosis:9ccs229:Fx arm:-0.052 Diagnosis:9ccs224:Ot perint dx:0.052 Diagnosis:9ccs252:Fatigue:0.052 Vital: Wt Percentile-avg1to3 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 358 | OR_unadj: 1.211 [0.811 1.809] | indivs AUC:0.584 Correlated most with: Diagnosis:9ccs117:Ot circul dx:-0.117 Newborn Diagnosis:9ccs219:Low birth wt:-0.111 Diagnosis:9ccs16:Liver/ibd ca:-0.091 Newborn Diagnosis:9ccs200:Oth skin dx:-0.087 Diagnosis:9ccs230:Fx leg:-0.074 Diagnosis:9ccs195:Ot compl bir:-0.071 Diagnosis:9ccs217:Ot cong anom:-0.068 Diagnosis:9ccs145:Int obstruct:0.066 Newborn Diagnosis:9ccs216:Nerv cong an:-0.064 Diagnosis:9ccs208:Acq foot def:0.063 * Vital: Wt for Len Percentile-gain0to24 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1335 | OR_unadj: 3.367 [2.548 4.450] | indivs AUC:0.775 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.098 Diagnosis:9ccs259:Unclassified:-0.084 Newborn Diagnosis:9ccs59:Anemia:-0.061 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.061 Diagnosis:9ccs188:Pelvic obstr:-0.057 Diagnosis:9ccs167:Breast dx:-0.057 Diagnosis:9ccs143:Abdom hernia:0.052 Diagnosis:9ccs198:Ot infl skin:-0.048 Diagnosis:9ccs171:Menstrual dx:-0.048 Diagnosis:9ccs61:Sickle cell:-0.048 Vital: Ht Percentile-avg0to1 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 307 | OR_unadj: 0.763 [0.457 1.274] | indivs AUC:0.527 Correlated most with: Diagnosis:9ccs44:Neoplsm unsp:0.142 Diagnosis:9ccs211:Ot conn tiss:0.085 Newborn Diagnosis:9ccs200:Oth skin dx:-0.084 Newborn Diagnosis:9ccs219:Low birth wt:-0.074 Lab:294203 BILIRUBIN TOTAL - LMC:-0.074 Diagnosis:9ccs140:Gastritis:0.066 Newborn Diagnosis:9ccs214:GI cong anom:-0.064 Diagnosis:9ccs168:PID:0.060 Diagnosis:9ccs208:Acq foot def:0.060 Diagnosis:9ccs224:Ot perint dx:0.059 Vital: HR-avg3to5 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 237 | OR_unadj: 0.904 [0.524 1.561] | indivs AUC:0.523 Correlated most with: Newborn Diagnosis:9ccs133:Oth low resp:0.222 Newborn Diagnosis:9ccs256:Exam/eval:0.091 Diagnosis:9ccs167:Breast dx:0.081 Diagnosis:9ccs254:Rehab:0.075 Diagnosis:9ccs106:Dysrhythmia:0.071 MatDeliveryAge:0.068 Newborn Diagnosis:9ccs221:Resp distres:0.067 Diagnosis:9ccs161:Ot dx kidney:0.066 Newborn Diagnosis:9ccs223:Birth trauma:-0.064 Diagnosis:9ccs74:Ot mentl cnd:-0.061 Vital: RR-avg7to10 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 231 | OR_unadj: 0.785 [0.423 1.459] | indivs AUC:0.514 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:0.128 Diagnosis:9ccs125:Bronchitis:0.117 Diagnosis:9ccs106:Dysrhythmia:0.102 Diagnosis:9ccs257:Ot aftercare:0.095 Lab:292208 CBC/DIFF/PLT - Sunrise:-0.091 Diagnosis:9ccs90:Eye infectn:0.083 Diagnosis:9ccs7:Viral infect:0.081 Diagnosis:9ccs232:Sprain:-0.079 Diagnosis:9ccs247:Lymph enlarg:0.073 Diagnosis:9ccs133:Oth low resp:0.062 * Vital: Wt Percentile-avg3to5 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 408 | OR_unadj: 1.512 [1.054 2.171] | indivs AUC:0.532 Correlated most with: Diagnosis:9ccs195:Ot compl bir:-0.107 Diagnosis:9ccs117:Ot circul dx:-0.095 Newborn Diagnosis:9ccs200:Oth skin dx:-0.094 Newborn Diagnosis:9ccs219:Low birth wt:-0.089 Diagnosis:9ccs242:Poisn ot med:0.079 Diagnosis:9ccs118:Phlebitis:-0.075 Diagnosis:9ccs217:Ot cong anom:-0.074 Diagnosis:9ccs61:Sickle cell:-0.069 Diagnosis:9ccs208:Acq foot def:0.067 Diagnosis:9ccs256:Exam/eval:0.057 * Vital: BMI Percentile-avg19to24 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 288 | OR_unadj: 1.640 [1.099 2.447] | indivs AUC:0.528 Correlated most with: Newborn Diagnosis:9ccs59:Anemia:-0.115 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.115 Diagnosis:9ccs259:Unclassified:-0.113 Diagnosis:9ccs44:Neoplsm unsp:-0.108 Diagnosis:9ccs70:Schizo/rl dx:-0.092 Lab:296169 RETICULOCYTE COUNT- LMC:0.081 Diagnosis:9ccs196:Nml preg/del:-0.069 Diagnosis:9ccs215:gu cong anom:0.066 Diagnosis:9ccs118:Phlebitis:0.064 Diagnosis:9ccs240:Burns:-0.063 Vital: Wt Percentile-avg0to1 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 305 | OR_unadj: 0.948 [0.596 1.507] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs44:Neoplsm unsp:0.110 Newborn Diagnosis:9ccs219:Low birth wt:-0.097 Diagnosis:9ccs118:Phlebitis:-0.094 Newborn Diagnosis:9ccs200:Oth skin dx:-0.078 Newborn Diagnosis:9ccs224:Ot perint dx:0.072 Newborn Diagnosis:9ccs197:Skin infectn:-0.066 Diagnosis:9ccs163:Other GU dx:0.055 Diagnosis:9ccs51:Ot endo dsor:-0.054 Newborn Diagnosis:9ccs214:GI cong anom:-0.054 Newborn Diagnosis:9ccs256:Exam/eval:-0.053 Vital: RR-avg10to13 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 215 | OR_unadj: 1.323 [0.778 2.248] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs128:Asthma:0.108 Diagnosis:9ccs221:Resp distres:0.106 Newborn Diagnosis:9ccs136:Teeth dx:0.089 Diagnosis:9ccs48:Thyroid dsor:0.088 Diagnosis:9ccs10:Immuniz/scrn:0.083 Diagnosis:9ccs16:Liver/ibd ca:-0.081 Diagnosis:9ccs234:Crush injury:0.073 Diagnosis:9ccs7:Viral infect:0.071 Diagnosis:9ccs105:Conduction:-0.057 Diagnosis:9ccs142:Appendicitis:-0.057 Vital: Wt Change-avg0to1 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 223 | OR_unadj: 0.616 [0.325 1.165] | indivs AUC:0.504 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:0.107 Newborn Diagnosis:9ccs197:Skin infectn:0.103 Diagnosis:9ccs151:Oth liver dx:-0.084 Diagnosis:9ccs214:GI cong anom:0.070 Diagnosis:9ccs222:Perint jaund:-0.068 Diagnosis:9ccs168:PID:-0.061 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.059 Newborn Diagnosis:9ccs96:Hrt valve dx:0.059 Diagnosis:9ccs118:Phlebitis:-0.057 Diagnosis:9ccs76:Meningitis:0.054 * Vital: RR-avg5to7 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 164 | OR_unadj: 0.339 [0.136 0.845] | indivs AUC:0.492 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.128 Diagnosis:9ccs246:FUO:-0.099 Number of Visits:0.095 Diagnosis:9ccs10:Immuniz/scrn:0.092 Diagnosis:9ccs231:Oth fracture:0.092 Newborn Diagnosis:9ccs133:Oth low resp:-0.085 Diagnosis:9ccs106:Dysrhythmia:0.084 Diagnosis:9ccs2620:E Codes: Unspecified:0.077 Lab:306025 PPD:0.072 Diagnosis:9ccs135:Intest infct:0.068 * Vital: Wt for Len Percentile-latest | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1535 | OR_unadj: 4.512 [3.322 6.127] | indivs AUC:0.778 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.082 Diagnosis:9ccs259:Unclassified:-0.073 Diagnosis:9ccs74:Ot mentl cnd:0.061 Diagnosis:9ccs143:Abdom hernia:0.056 Diagnosis:9ccs188:Pelvic obstr:-0.055 Diagnosis:9ccs167:Breast dx:-0.054 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.053 Newborn Diagnosis:9ccs59:Anemia:-0.053 Diagnosis:9ccs171:Menstrual dx:-0.052 Diagnosis:9ccs208:Acq foot def:0.051 Vital: RR-avg1to3 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 162 | OR_unadj: 1.250 [0.715 2.185] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs73:Preadult dx:-0.220 Newborn Diagnosis:9ccs197:Skin infectn:0.097 Diagnosis:9ccs250:Nausea/vomit:-0.097 Newborn Diagnosis:9ccs219:Low birth wt:0.092 Diagnosis:9ccs74:Ot mentl cnd:0.089 Diagnosis:9ccs153:GI hemorrhag:0.084 Newborn Diagnosis:9ccs259:Unclassified:0.072 Diagnosis:9ccs143:Abdom hernia:-0.070 Diagnosis:9ccs8:Oth infectns:-0.069 Diagnosis:9ccs7:Viral infect:0.067 Vital: RR-avg19to24 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 166 | OR_unadj: 0.936 [0.487 1.798] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs123:Influenza:0.137 Diagnosis:9ccs59:Anemia:0.100 Diagnosis:9ccs132:Lung externl:-0.096 Diagnosis:9ccs89:Blindness:0.069 Diagnosis:9ccs168:PID:0.053 Diagnosis:9ccs151:Oth liver dx:0.052 Lab:294203 BILIRUBIN TOTAL - LMC:-0.050 Newborn Diagnosis:9ccs191:Amnios dx:0.048 Diagnosis:9ccs222:Perint jaund:0.047 Diagnosis:9ccs141:Ot dx stomch:-0.045 Diagnosis:9ccs90:Eye infectn | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 400 | OR_unadj: 1.181 [0.871 1.601] | indivs AUC:0.560 Correlated most with: Diagnosis:9ccs90:Eye infectn:1.000 Number of Visits:0.286 Diagnosis:9ccs92:Otitis media:0.231 Diagnosis:9ccs7:Viral infect:0.205 Diagnosis:9ccs126:Ot up rsp in:0.191 Diagnosis:9ccs10:Immuniz/scrn:0.143 Diagnosis:9ccs125:Bronchitis:0.129 Diagnosis:9ccs255:Social admin:0.125 Diagnosis:9ccs133:Oth low resp:0.117 Diagnosis:9ccs135:Intest infct:0.112 Vital: RR-avg16to19 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 154 | OR_unadj: 1.347 [0.768 2.362] | indivs AUC:0.513 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.092 Diagnosis:9ccs240:Burns:0.091 Diagnosis:9ccs125:Bronchitis:0.057 Diagnosis:9ccs95:Oth nerv dx:-0.053 Diagnosis:9ccs239:Superfic inj:0.051 Diagnosis:9ccs2:Septicemia:0.051 Diagnosis:9ccs133:Oth low resp:0.050 Diagnosis:9ccs105:Conduction:0.050 Diagnosis:9ccs123:Influenza:0.049 Diagnosis:9ccs197:Skin infectn:0.041 Vital: RR-avg0to1 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 140 | OR_unadj: 0.974 [0.474 2.002] | indivs AUC:0.496 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:-0.086 Diagnosis:9ccs224:Ot perint dx:0.079 Diagnosis:9ccs175:Ot femal gen:-0.064 Diagnosis:9ccs231:Oth fracture:-0.060 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.058 Newborn Diagnosis:9ccs59:Anemia:-0.058 Diagnosis:9ccs229:Fx arm:-0.051 Diagnosis:9ccs143:Abdom hernia:-0.049 Diagnosis:9ccs126:Ot up rsp in:-0.044 Lab:296169 RETICULOCYTE COUNT- LMC:0.041 Vital: RR-avg3to5 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 144 | OR_unadj: 0.813 [0.383 1.729] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs106:Dysrhythmia:0.114 Diagnosis:9ccs128:Asthma:0.103 Diagnosis:9ccs219:Low birth wt:0.083 Diagnosis:9ccs0:No DX:0.066 Diagnosis:9ccs232:Sprain:-0.062 Diagnosis:9ccs125:Bronchitis:0.061 Diagnosis:9ccs90:Eye infectn:0.059 Diagnosis:9ccs223:Birth trauma:0.056 Diagnosis:9ccs127:COPD:0.054 Diagnosis:9ccs153:GI hemorrhag:0.054 Vital: BMI Percentile-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 258 | OR_unadj: 1.431 [0.924 2.214] | indivs AUC:0.525 Correlated most with: Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.121 Newborn Diagnosis:9ccs59:Anemia:-0.121 Diagnosis:9ccs259:Unclassified:-0.114 Diagnosis:9ccs70:Schizo/rl dx:-0.097 Lab:296169 RETICULOCYTE COUNT- LMC:0.086 Diagnosis:9ccs58:Ot nutrit dx:0.081 Diagnosis:9ccs188:Pelvic obstr:-0.074 Diagnosis:9ccs196:Nml preg/del:-0.072 Diagnosis:9ccs215:gu cong anom:0.070 Diagnosis:9ccs118:Phlebitis:0.069 Vital: RR-avg13to16 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 163 | OR_unadj: 0.770 [0.363 1.632] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.100 Diagnosis:9ccs141:Ot dx stomch:-0.093 Diagnosis:9ccs257:Ot aftercare:0.068 Diagnosis:9ccs113:Late eff CVD:-0.060 Diagnosis:9ccs128:Asthma:0.058 Newborn Diagnosis:9ccs191:Amnios dx:0.057 Diagnosis:9ccs247:Lymph enlarg:0.057 Diagnosis:9ccs95:Oth nerv dx:-0.056 Diagnosis:9ccs91:Other eye dx:0.051 Newborn Diagnosis:9ccs224:Ot perint dx:-0.046 Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 116 | OR_unadj: 1.341 [0.705 2.553] | indivs AUC:0.522 Correlated most with: Lab:295669 BILIRUBIN DIRECT - LMC:1.000 Lab:296169 RETICULOCYTE COUNT- LMC:-0.218 Lab:294203 BILIRUBIN TOTAL - LMC:0.191 Newborn Diagnosis:9ccs214:GI cong anom:0.089 Lab:294495 LEAD, BLOOD - LMC:-0.087 Diagnosis:9ccs234:Crush injury:-0.085 Diagnosis:9ccs140:Gastritis:-0.082 Diagnosis:9ccs223:Birth trauma:0.079 Diagnosis:9ccs76:Meningitis:-0.072 Lab:292208 CBC/DIFF/PLT - Sunrise:-0.071 Vital: BMI Percentile-gain16to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 241 | OR_unadj: 1.517 [0.978 2.352] | indivs AUC:0.523 Correlated most with: Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.129 Newborn Diagnosis:9ccs59:Anemia:-0.129 Diagnosis:9ccs259:Unclassified:-0.114 Diagnosis:9ccs70:Schizo/rl dx:-0.103 Lab:296169 RETICULOCYTE COUNT- LMC:0.091 Diagnosis:9ccs196:Nml preg/del:-0.077 Diagnosis:9ccs58:Ot nutrit dx:0.073 Diagnosis:9ccs215:gu cong anom:0.072 Diagnosis:9ccs240:Burns:-0.071 Diagnosis:9ccs118:Phlebitis:0.070 Newborn Diagnosis:9ccs259:Unclassified | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 74 | OR_unadj: 1.095 [0.581 2.061] | indivs AUC:0.506 Correlated most with: Newborn Diagnosis:9ccs259:Unclassified:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.304 MatDeliveryAge:0.105 Newborn Diagnosis:9ccs222:Perint jaund:0.093 Newborn Diagnosis:9ccs219:Low birth wt:0.080 Diagnosis:9ccs147:Anal/rectal:0.069 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.066 Diagnosis:9ccs75:Hx mental dx:0.060 Diagnosis:9ccs125:Bronchitis:0.054 Diagnosis:9ccs212:Ot bone dx:0.051 Vital: BMI Percentile-gain0to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 241 | OR_unadj: 1.517 [0.978 2.352] | indivs AUC:0.523 Correlated most with: Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.129 Newborn Diagnosis:9ccs59:Anemia:-0.129 Diagnosis:9ccs259:Unclassified:-0.114 Diagnosis:9ccs70:Schizo/rl dx:-0.103 Lab:296169 RETICULOCYTE COUNT- LMC:0.091 Diagnosis:9ccs196:Nml preg/del:-0.077 Diagnosis:9ccs58:Ot nutrit dx:0.073 Diagnosis:9ccs215:gu cong anom:0.072 Diagnosis:9ccs240:Burns:-0.071 Diagnosis:9ccs118:Phlebitis:0.070 Vital: Wt for Len Percentile-avg3to5 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 228 | OR_unadj: 1.556 [0.962 2.517] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs75:Hx mental dx:0.075 Newborn Diagnosis:9ccs134:Ot uppr resp:0.075 Diagnosis:9ccs120:Hemmorhoids:-0.069 Diagnosis:9ccs136:Teeth dx:0.067 Diagnosis:9ccs155:Other GI dx:0.066 Newborn Diagnosis:9ccs217:Ot cong anom:-0.063 Diagnosis:9ccs16:Liver/ibd ca:-0.058 Diagnosis:9ccs127:COPD:-0.058 Diagnosis:9ccs106:Dysrhythmia:-0.057 Diagnosis:9ccs171:Menstrual dx:-0.057 Diagnosis:9ccs255:Social admin | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1616 | OR_unadj: 0.664 [0.382 1.152] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs255:Social admin:1.000 Diagnosis:9ccs10:Immuniz/scrn:0.458 Diagnosis:9ccs126:Ot up rsp in:0.355 Diagnosis:9ccs253:Allergy:0.212 Diagnosis:9ccs92:Otitis media:0.192 Diagnosis:9ccs257:Ot aftercare:0.190 Diagnosis:9ccs7:Viral infect:0.187 Number of Visits:0.148 Diagnosis:9ccs90:Eye infectn:0.125 Diagnosis:9ccs125:Bronchitis:0.124 Diagnosis:9ccs126:Ot up rsp in | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1234 | OR_unadj: 1.180 [0.868 1.604] | indivs AUC:0.541 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:1.000 Number of Visits:0.430 Diagnosis:9ccs255:Social admin:0.355 Diagnosis:9ccs92:Otitis media:0.337 Diagnosis:9ccs10:Immuniz/scrn:0.312 Diagnosis:9ccs7:Viral infect:0.236 Diagnosis:9ccs257:Ot aftercare:0.228 Diagnosis:9ccs90:Eye infectn:0.191 Diagnosis:9ccs135:Intest infct:0.190 Diagnosis:9ccs133:Oth low resp:0.167 Vital: Wt for Len Percentile-gain1to5 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 223 | OR_unadj: 1.424 [0.856 2.368] | indivs AUC:0.512 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:-0.094 Newborn Diagnosis:9ccs253:Allergy:-0.084 Newborn Diagnosis:9ccs134:Ot uppr resp:0.073 Diagnosis:9ccs4:Mycoses:0.060 Diagnosis:9ccs215:gu cong anom:-0.058 Diagnosis:9ccs134:Ot uppr resp:0.056 Diagnosis:9ccs136:Teeth dx:0.055 Diagnosis:9ccs223:Birth trauma:0.053 Diagnosis:9ccs259:Unclassified:0.053 Diagnosis:9ccs120:Hemmorhoids:-0.052 Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 115 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.512 Correlated most with: Lab:294203 BILIRUBIN TOTAL - LMC:1.000 Lab:296169 RETICULOCYTE COUNT- LMC:-0.210 Lab:295669 BILIRUBIN DIRECT - LMC:0.191 Diagnosis:9ccs222:Perint jaund:-0.151 Diagnosis:9ccs151:Oth liver dx:-0.128 Lab:294495 LEAD, BLOOD - LMC:-0.100 Diagnosis:9ccs58:Ot nutrit dx:0.092 Diagnosis:9ccs234:Crush injury:-0.080 Diagnosis:9ccs89:Blindness:-0.064 Newborn Diagnosis:9ccs217:Ot cong anom:-0.044 Diagnosis:9ccs125:Bronchitis | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 394 | OR_unadj: 0.939 [0.683 1.292] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs125:Bronchitis:1.000 Number of Visits:0.248 Diagnosis:9ccs128:Asthma:0.241 Diagnosis:9ccs92:Otitis media:0.228 Diagnosis:9ccs257:Ot aftercare:0.216 Diagnosis:9ccs126:Ot up rsp in:0.165 Diagnosis:9ccs122:Pneumonia:0.164 Diagnosis:9ccs7:Viral infect:0.159 Diagnosis:9ccs133:Oth low resp:0.156 Diagnosis:9ccs135:Intest infct:0.131 Diagnosis:9ccs197:Skin infectn | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 171 | OR_unadj: 1.339 [0.889 2.017] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs197:Skin infectn:1.000 Number of Visits:0.102 Diagnosis:9ccs92:Otitis media:0.090 Diagnosis:9ccs136:Teeth dx:0.088 Diagnosis:9ccs137:Mouth dx:0.083 Diagnosis:9ccs239:Superfic inj:0.080 Diagnosis:9ccs229:Fx arm:0.079 Diagnosis:9ccs2:Septicemia:0.079 Diagnosis:9ccs90:Eye infectn:0.077 Diagnosis:9ccs255:Social admin:0.075 Diagnosis:9ccs92:Otitis media | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 737 | OR_unadj: 1.137 [0.871 1.485] | indivs AUC:0.553 Correlated most with: Diagnosis:9ccs92:Otitis media:1.000 Number of Visits:0.408 Diagnosis:9ccs126:Ot up rsp in:0.337 Diagnosis:9ccs90:Eye infectn:0.231 Diagnosis:9ccs125:Bronchitis:0.228 Diagnosis:9ccs257:Ot aftercare:0.226 Diagnosis:9ccs255:Social admin:0.192 Diagnosis:9ccs10:Immuniz/scrn:0.191 Diagnosis:9ccs135:Intest infct:0.183 Diagnosis:9ccs7:Viral infect:0.174 Diagnosis:9ccs122:Pneumonia | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 123 | OR_unadj: 1.174 [0.719 1.916] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs122:Pneumonia:1.000 Number of Visits:0.235 Diagnosis:9ccs128:Asthma:0.211 Diagnosis:9ccs125:Bronchitis:0.164 Diagnosis:9ccs133:Oth low resp:0.161 Diagnosis:9ccs127:COPD:0.147 Diagnosis:9ccs92:Otitis media:0.145 Diagnosis:9ccs126:Ot up rsp in:0.115 Diagnosis:9ccs59:Anemia:0.103 Diagnosis:9ccs90:Eye infectn:0.091 Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 491 | OR_unadj: 0.892 [0.662 1.202] | indivs AUC:0.481 Correlated most with: Newborn Diagnosis:9ccs224:Ot perint dx:1.000 Newborn Diagnosis:9ccs96:Hrt valve dx:0.129 Newborn Diagnosis:9ccs256:Exam/eval:0.127 Newborn Diagnosis:9ccs222:Perint jaund:0.105 Newborn Diagnosis:9ccs95:Oth nerv dx:0.085 Diagnosis:9ccs253:Allergy:-0.080 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.070 Newborn Diagnosis:9ccs253:Allergy:0.070 Newborn Diagnosis:9ccs200:Oth skin dx:0.060 Diagnosis:9ccs234:Crush injury:-0.056 Diagnosis:9ccs155:Other GI dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 446 | OR_unadj: 0.796 [0.581 1.090] | indivs AUC:0.428 Correlated most with: Diagnosis:9ccs155:Other GI dx:1.000 Number of Visits:0.304 Diagnosis:9ccs200:Oth skin dx:0.168 Diagnosis:9ccs7:Viral infect:0.153 Diagnosis:9ccs126:Ot up rsp in:0.144 Diagnosis:9ccs239:Superfic inj:0.136 Diagnosis:9ccs10:Immuniz/scrn:0.130 Diagnosis:9ccs250:Nausea/vomit:0.124 Diagnosis:9ccs133:Oth low resp:0.116 Diagnosis:9ccs91:Other eye dx:0.113 Diagnosis:9ccs253:Allergy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 840 | OR_unadj: 0.970 [0.744 1.266] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs253:Allergy:1.000 Number of Visits:0.271 Diagnosis:9ccs255:Social admin:0.212 Diagnosis:9ccs200:Oth skin dx:0.201 Diagnosis:9ccs10:Immuniz/scrn:0.179 Diagnosis:9ccs4:Mycoses:0.177 Diagnosis:9ccs126:Ot up rsp in:0.157 Diagnosis:9ccs257:Ot aftercare:0.157 Diagnosis:9ccs7:Viral infect:0.155 Diagnosis:9ccs239:Superfic inj:0.139 * Diagnosis:9ccs200:Oth skin dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 461 | OR_unadj: 0.717 [0.522 0.985] | indivs AUC:0.465 Correlated most with: Diagnosis:9ccs200:Oth skin dx:1.000 Number of Visits:0.231 Diagnosis:9ccs253:Allergy:0.201 Diagnosis:9ccs155:Other GI dx:0.168 Diagnosis:9ccs7:Viral infect:0.158 Diagnosis:9ccs256:Exam/eval:0.140 Diagnosis:9ccs239:Superfic inj:0.138 Diagnosis:9ccs126:Ot up rsp in:0.119 Diagnosis:9ccs255:Social admin:0.113 Diagnosis:9ccs10:Immuniz/scrn:0.106 * Newborn Diagnosis:9ccs256:Exam/eval | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 105 | OR_unadj: 1.637 [1.010 2.653] | indivs AUC:0.517 Correlated most with: Newborn Diagnosis:9ccs256:Exam/eval:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.306 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.206 Newborn Diagnosis:9ccs221:Resp distres:0.197 Newborn Diagnosis:9ccs222:Perint jaund:0.192 Diagnosis:9ccs219:Low birth wt:0.187 Newborn Diagnosis:9ccs224:Ot perint dx:0.127 Newborn Diagnosis:9ccs253:Allergy:0.108 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.095 Diagnosis:9ccs87:Retinal dx:0.095 Diagnosis:9ccs74:Ot mentl cnd | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 146 | OR_unadj: 1.311 [0.844 2.037] | indivs AUC:0.543 Correlated most with: Diagnosis:9ccs74:Ot mentl cnd:1.000 Diagnosis:9ccs95:Oth nerv dx:0.195 Diagnosis:9ccs113:Late eff CVD:0.180 Number of Visits:0.177 Newborn Diagnosis:9ccs219:Low birth wt:0.126 Diagnosis:9ccs159:UTI:0.115 Diagnosis:9ccs94:Other ear dx:0.111 Diagnosis:9ccs58:Ot nutrit dx:0.102 Diagnosis:9ccs238:Complic proc:0.100 Diagnosis:9ccs217:Ot cong anom:0.099 Diagnosis:9ccs7:Viral infect | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 718 | OR_unadj: 0.855 [0.651 1.122] | indivs AUC:0.467 Correlated most with: Diagnosis:9ccs7:Viral infect:1.000 Number of Visits:0.408 Diagnosis:9ccs126:Ot up rsp in:0.236 Diagnosis:9ccs10:Immuniz/scrn:0.207 Diagnosis:9ccs90:Eye infectn:0.205 Diagnosis:9ccs255:Social admin:0.187 Diagnosis:9ccs133:Oth low resp:0.182 Diagnosis:9ccs92:Otitis media:0.174 Diagnosis:9ccs257:Ot aftercare:0.169 Diagnosis:9ccs125:Bronchitis:0.159 Diagnosis:9ccs59:Anemia | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 135 | OR_unadj: 0.978 [0.596 1.604] | indivs AUC:0.528 Correlated most with: Diagnosis:9ccs59:Anemia:1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.165 Diagnosis:9ccs122:Pneumonia:0.103 Diagnosis:9ccs159:UTI:0.096 Diagnosis:9ccs243:Poisn nonmed:0.091 Number of Visits:0.090 Diagnosis:9ccs92:Otitis media:0.090 Diagnosis:9ccs10:Immuniz/scrn:0.088 Newborn Diagnosis:9ccs213:Cardiac anom:0.084 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.083 Diagnosis:9ccs217:Ot cong anom | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 148 | OR_unadj: 0.870 [0.532 1.422] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs217:Ot cong anom:1.000 Diagnosis:9ccs89:Blindness:0.259 Diagnosis:9ccs91:Other eye dx:0.181 Diagnosis:9ccs47:Ot bnign neo:0.154 Diagnosis:9ccs95:Oth nerv dx:0.112 Number of Visits:0.110 Diagnosis:9ccs257:Ot aftercare:0.107 Diagnosis:9ccs10:Immuniz/scrn:0.102 Diagnosis:9ccs216:Nerv cong an:0.101 Diagnosis:9ccs74:Ot mentl cnd:0.099 Lab:297262 HEMOGLOBIN (HEMOCUE) | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 37 | OR_unadj: nan [ nan nan] | indivs AUC:0.501 Correlated most with: Lab:297262 HEMOGLOBIN (HEMOCUE):1.000 Diagnosis:9ccs59:Anemia:-0.165 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.163 Newborn Diagnosis:9ccs59:Anemia:-0.163 Diagnosis:9ccs132:Lung externl:-0.163 Lab:306025 PPD:-0.135 Diagnosis:9ccs76:Meningitis:-0.120 Lab:296169 RETICULOCYTE COUNT- LMC:0.118 Diagnosis:9ccs231:Oth fracture:-0.090 Diagnosis:9ccs224:Ot perint dx:-0.084 Diagnosis:9ccs256:Exam/eval | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 129 | OR_unadj: 0.612 [0.339 1.102] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs256:Exam/eval:1.000 Number of Visits:0.179 Diagnosis:9ccs133:Oth low resp:0.146 Diagnosis:9ccs200:Oth skin dx:0.140 Diagnosis:9ccs239:Superfic inj:0.120 Diagnosis:9ccs155:Other GI dx:0.112 Diagnosis:9ccs229:Fx arm:0.094 Diagnosis:9ccs7:Viral infect:0.092 Diagnosis:9ccs58:Ot nutrit dx:0.090 Diagnosis:9ccs129:Asp pneumon:0.085 * Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 174 | OR_unadj: 0.582 [0.346 0.978] | indivs AUC:0.466 Correlated most with: Diagnosis:9ccs222:Perint jaund:1.000 Diagnosis:9ccs151:Oth liver dx:0.187 Lab:294203 BILIRUBIN TOTAL - LMC:-0.151 Newborn Diagnosis:9ccs222:Perint jaund:0.115 Diagnosis:9ccs188:Pelvic obstr:0.102 Diagnosis:9ccs155:Other GI dx:0.090 Diagnosis:9ccs257:Ot aftercare:0.087 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.077 Diagnosis:9ccs154:Gastroent:0.075 Diagnosis:9ccs228:Fx skull fac:0.072 Diagnosis:9ccs257:Ot aftercare | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 730 | OR_unadj: 0.962 [0.735 1.259] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs257:Ot aftercare:1.000 Number of Visits:0.325 Diagnosis:9ccs126:Ot up rsp in:0.228 Diagnosis:9ccs92:Otitis media:0.226 Diagnosis:9ccs125:Bronchitis:0.216 Diagnosis:9ccs10:Immuniz/scrn:0.194 Diagnosis:9ccs255:Social admin:0.190 Diagnosis:9ccs7:Viral infect:0.169 Diagnosis:9ccs253:Allergy:0.157 Diagnosis:9ccs128:Asthma:0.152 Diagnosis:9ccs135:Intest infct | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 394 | OR_unadj: 1.151 [0.847 1.565] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs135:Intest infct:1.000 Number of Visits:0.310 Diagnosis:9ccs126:Ot up rsp in:0.190 Diagnosis:9ccs92:Otitis media:0.183 Diagnosis:9ccs7:Viral infect:0.156 Diagnosis:9ccs10:Immuniz/scrn:0.147 Diagnosis:9ccs125:Bronchitis:0.131 Diagnosis:9ccs253:Allergy:0.129 Diagnosis:9ccs255:Social admin:0.124 Diagnosis:9ccs257:Ot aftercare:0.120 * Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 160 | OR_unadj: 1.600 [1.067 2.397] | indivs AUC:0.527 Correlated most with: Diagnosis:9ccs58:Ot nutrit dx:1.000 Number of Visits:0.140 Diagnosis:9ccs74:Ot mentl cnd:0.102 Lab:294203 BILIRUBIN TOTAL - LMC:0.092 Diagnosis:9ccs256:Exam/eval:0.090 Diagnosis:9ccs253:Allergy:0.088 Diagnosis:9ccs155:Other GI dx:0.087 Diagnosis:9ccs134:Ot uppr resp:0.085 Diagnosis:9ccs250:Nausea/vomit:0.078 Diagnosis:9ccs132:Lung externl:0.075 Diagnosis:9ccs4:Mycoses | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 178 | OR_unadj: 0.912 [0.584 1.423] | indivs AUC:0.473 Correlated most with: Diagnosis:9ccs4:Mycoses:1.000 Diagnosis:9ccs253:Allergy:0.177 Number of Visits:0.151 Diagnosis:9ccs200:Oth skin dx:0.102 Diagnosis:9ccs7:Viral infect:0.077 Diagnosis:9ccs256:Exam/eval:0.076 Diagnosis:9ccs126:Ot up rsp in:0.072 Diagnosis:9ccs145:Int obstruct:0.071 Diagnosis:9ccs225:Joint injury:0.071 Diagnosis:9ccs2620:E Codes: Unspecified:0.071 Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 189 | OR_unadj: 0.638 [0.393 1.036] | indivs AUC:0.466 Correlated most with: Diagnosis:9ccs133:Oth low resp:1.000 Number of Visits:0.337 Diagnosis:9ccs128:Asthma:0.220 Diagnosis:9ccs7:Viral infect:0.182 Diagnosis:9ccs126:Ot up rsp in:0.167 Diagnosis:9ccs127:COPD:0.166 Diagnosis:9ccs122:Pneumonia:0.161 Diagnosis:9ccs125:Bronchitis:0.156 Diagnosis:9ccs257:Ot aftercare:0.147 Diagnosis:9ccs256:Exam/eval:0.146 Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 56 | OR_unadj: 0.668 [0.283 1.575] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:1.000 Diagnosis:9ccs129:Asp pneumon:0.131 Diagnosis:9ccs87:Retinal dx:0.131 Newborn Diagnosis:9ccs59:Anemia:0.131 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.131 Diagnosis:9ccs89:Blindness:0.117 Diagnosis:9ccs238:Complic proc:0.112 Lab:296169 RETICULOCYTE COUNT- LMC:-0.096 Diagnosis:9ccs250:Nausea/vomit:0.090 Diagnosis:9ccs247:Lymph enlarg:0.087 Newborn Diagnosis:9ccs222:Perint jaund | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 169 | OR_unadj: 1.244 [0.818 1.892] | indivs AUC:0.503 Correlated most with: Newborn Diagnosis:9ccs222:Perint jaund:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.264 Newborn Diagnosis:9ccs256:Exam/eval:0.192 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.181 Newborn Diagnosis:9ccs253:Allergy:0.154 Newborn Diagnosis:9ccs221:Resp distres:0.149 Diagnosis:9ccs219:Low birth wt:0.119 Diagnosis:9ccs222:Perint jaund:0.115 Newborn Diagnosis:9ccs224:Ot perint dx:0.105 Number of Visits:0.103 Diagnosis:9ccs151:Oth liver dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 168 | OR_unadj: 0.696 [0.423 1.144] | indivs AUC:0.532 Correlated most with: Diagnosis:9ccs151:Oth liver dx:1.000 Diagnosis:9ccs222:Perint jaund:0.187 Lab:294203 BILIRUBIN TOTAL - LMC:-0.128 Diagnosis:9ccs10:Immuniz/scrn:0.099 Number of Visits:0.095 Diagnosis:9ccs224:Ot perint dx:0.092 Diagnosis:9ccs257:Ot aftercare:0.087 Diagnosis:9ccs126:Ot up rsp in:0.079 Diagnosis:9ccs140:Gastritis:0.079 Diagnosis:9ccs155:Other GI dx:0.076 Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 155 | OR_unadj: 0.872 [0.539 1.410] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.525 Diagnosis:9ccs117:Ot circul dx:0.230 Newborn Diagnosis:9ccs96:Hrt valve dx:0.220 Newborn Diagnosis:9ccs213:Cardiac anom:0.181 Diagnosis:9ccs259:Unclassified:0.096 Diagnosis:9ccs10:Immuniz/scrn:0.090 Diagnosis:9ccs257:Ot aftercare:0.088 Number of Visits:0.077 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.077 Diagnosis:9ccs198:Ot infl skin | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 195 | OR_unadj: 0.769 [0.490 1.205] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs198:Ot infl skin:1.000 Diagnosis:9ccs253:Allergy:0.131 Diagnosis:9ccs200:Oth skin dx:0.104 Diagnosis:9ccs94:Other ear dx:0.084 Diagnosis:9ccs133:Oth low resp:0.084 Number of Visits:0.083 Diagnosis:9ccs211:Ot conn tiss:0.081 Diagnosis:9ccs61:Sickle cell:0.075 Diagnosis:9ccs257:Ot aftercare:0.075 Diagnosis:9ccs259:Unclassified:0.074 Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 130 | OR_unadj: 0.777 [0.452 1.334] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs136:Teeth dx:1.000 Number of Visits:0.169 Diagnosis:9ccs258:Other screen:0.143 Diagnosis:9ccs7:Viral infect:0.130 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.119 Diagnosis:9ccs10:Immuniz/scrn:0.102 Diagnosis:9ccs140:Gastritis:0.096 Diagnosis:9ccs133:Oth low resp:0.088 Diagnosis:9ccs197:Skin infectn:0.088 Diagnosis:9ccs2619:e codes: other specified- nec:0.084 Diagnosis:9ccs134:Ot uppr resp | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 127 | OR_unadj: 1.126 [0.691 1.835] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:1.000 Number of Visits:0.199 Diagnosis:9ccs62:Coag/hemr dx:0.150 Diagnosis:9ccs133:Oth low resp:0.134 Diagnosis:9ccs126:Ot up rsp in:0.114 Diagnosis:9ccs90:Eye infectn:0.095 Diagnosis:9ccs123:Influenza:0.093 Diagnosis:9ccs73:Preadult dx:0.085 Diagnosis:9ccs72:Anxiety dx:0.085 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.085 Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 136 | OR_unadj: 0.734 [0.428 1.260] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs94:Other ear dx:1.000 Number of Visits:0.213 Diagnosis:9ccs113:Late eff CVD:0.141 Diagnosis:9ccs126:Ot up rsp in:0.123 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.116 Diagnosis:9ccs74:Ot mentl cnd:0.111 Diagnosis:9ccs155:Other GI dx:0.100 Diagnosis:9ccs257:Ot aftercare:0.099 Diagnosis:9ccs135:Intest infct:0.095 Diagnosis:9ccs239:Superfic inj:0.090 Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 84 | OR_unadj: 0.664 [0.328 1.344] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs0:No DX:1.000 Diagnosis:9ccs49:DiabMel no c:0.106 Diagnosis:9ccs10:Immuniz/scrn:0.104 Diagnosis:9ccs159:UTI:0.067 Diagnosis:9ccs123:Influenza:0.066 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.062 Diagnosis:9ccs250:Nausea/vomit:-0.054 Diagnosis:9ccs243:Poisn nonmed:0.053 Lab:292208 CBC/DIFF/PLT - Sunrise:-0.046 Diagnosis:9ccs212:Ot bone dx:0.046 Newborn Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 52 | OR_unadj: 1.025 [0.477 2.203] | indivs AUC:0.481 Correlated most with: Newborn Diagnosis:9ccs217:Ot cong anom:1.000 Diagnosis:9ccs142:Appendicitis:0.137 Diagnosis:9ccs211:Ot conn tiss:0.107 Lab:296169 RETICULOCYTE COUNT- LMC:0.100 Newborn Diagnosis:9ccs214:GI cong anom:0.094 Diagnosis:9ccs245:Syncope:0.094 Diagnosis:9ccs217:Ot cong anom:0.090 Diagnosis:9ccs147:Anal/rectal:0.089 Newborn Diagnosis:9ccs253:Allergy:0.076 Diagnosis:9ccs208:Acq foot def:0.071 Diagnosis:9ccs113:Late eff CVD | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 85 | OR_unadj: 1.437 [0.830 2.488] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs113:Late eff CVD:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.180 Diagnosis:9ccs94:Other ear dx:0.141 Diagnosis:9ccs83:Epilepsy/cnv:0.113 Diagnosis:9ccs145:Int obstruct:0.106 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.106 Diagnosis:9ccs70:Schizo/rl dx:0.106 Diagnosis:9ccs118:Phlebitis:0.106 Number of Visits:0.098 Lab:292208 CBC/DIFF/PLT - Sunrise:0.091 Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 90 | OR_unadj: 1.134 [0.641 2.008] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs159:UTI:1.000 Diagnosis:9ccs161:Ot dx kidney:0.240 Number of Visits:0.205 Diagnosis:9ccs257:Ot aftercare:0.118 Diagnosis:9ccs74:Ot mentl cnd:0.115 Diagnosis:9ccs125:Bronchitis:0.113 Diagnosis:9ccs92:Otitis media:0.106 Diagnosis:9ccs163:Other GU dx:0.106 Newborn Diagnosis:9ccs134:Ot uppr resp:0.103 Newborn Diagnosis:9ccs133:Oth low resp:0.103 Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 113 | OR_unadj: 0.653 [0.353 1.206] | indivs AUC:0.516 Correlated most with: Diagnosis:9ccs259:Unclassified:1.000 Diagnosis:9ccs61:Sickle cell:0.111 Number of Visits:0.108 Diagnosis:9ccs96:Hrt valve dx:0.096 Diagnosis:9ccs242:Poisn ot med:0.093 Diagnosis:9ccs254:Rehab:0.091 Lab:294147 FREE T4 - LMC:0.084 Diagnosis:9ccs134:Ot uppr resp:0.077 Diagnosis:9ccs55:Fluid/elc dx:0.076 Diagnosis:9ccs250:Nausea/vomit:0.075 Diagnosis:9ccs239:Superfic inj | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 152 | OR_unadj: 0.949 [0.591 1.522] | indivs AUC:0.469 Correlated most with: Diagnosis:9ccs239:Superfic inj:1.000 Number of Visits:0.203 Diagnosis:9ccs253:Allergy:0.139 Diagnosis:9ccs200:Oth skin dx:0.138 Diagnosis:9ccs155:Other GI dx:0.136 Diagnosis:9ccs256:Exam/eval:0.120 Diagnosis:9ccs126:Ot up rsp in:0.114 Diagnosis:9ccs133:Oth low resp:0.112 Diagnosis:9ccs246:FUO:0.110 Newborn Diagnosis:9ccs220:Birth asphyx:0.110 Diagnosis:9ccs127:COPD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: 0.936 [0.487 1.798] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs127:COPD:1.000 Number of Visits:0.203 Diagnosis:9ccs133:Oth low resp:0.166 Diagnosis:9ccs122:Pneumonia:0.147 Diagnosis:9ccs240:Burns:0.117 Diagnosis:9ccs125:Bronchitis:0.115 Diagnosis:9ccs73:Preadult dx:0.111 Diagnosis:9ccs118:Phlebitis:0.111 Diagnosis:9ccs128:Asthma:0.109 Diagnosis:9ccs126:Ot up rsp in:0.108 Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 140 | OR_unadj: 0.818 [0.490 1.368] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs91:Other eye dx:1.000 Diagnosis:9ccs89:Blindness:0.284 Diagnosis:9ccs217:Ot cong anom:0.181 Number of Visits:0.151 Diagnosis:9ccs155:Other GI dx:0.113 Diagnosis:9ccs90:Eye infectn:0.101 Diagnosis:9ccs10:Immuniz/scrn:0.086 Diagnosis:9ccs233:Intracrn inj:0.081 Diagnosis:9ccs120:Hemmorhoids:0.081 Diagnosis:9ccs199:Ulcer skin:0.081 Diagnosis:9ccs244:Other injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.363 [0.696 2.667] | indivs AUC:0.512 Correlated most with: Diagnosis:9ccs244:Other injury:1.000 Number of Visits:0.151 Diagnosis:9ccs229:Fx arm:0.148 Diagnosis:9ccs163:Other GU dx:0.101 Diagnosis:9ccs2603:E Codes: Fall:0.092 Diagnosis:9ccs135:Intest infct:0.091 Diagnosis:9ccs155:Other GI dx:0.089 Diagnosis:9ccs188:Pelvic obstr:0.089 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.089 Diagnosis:9ccs126:Ot up rsp in:0.085 Diagnosis:9ccs128:Asthma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 105 | OR_unadj: 1.094 [0.640 1.873] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs128:Asthma:1.000 Number of Visits:0.250 Diagnosis:9ccs125:Bronchitis:0.241 Diagnosis:9ccs133:Oth low resp:0.220 Diagnosis:9ccs122:Pneumonia:0.211 Diagnosis:9ccs257:Ot aftercare:0.152 Diagnosis:9ccs92:Otitis media:0.150 Diagnosis:9ccs126:Ot up rsp in:0.130 Diagnosis:9ccs7:Viral infect:0.112 Diagnosis:9ccs127:COPD:0.109 Diagnosis:9ccs250:Nausea/vomit | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 1.460 [0.855 2.494] | indivs AUC:0.543 Correlated most with: Diagnosis:9ccs250:Nausea/vomit:1.000 Number of Visits:0.168 Diagnosis:9ccs155:Other GI dx:0.124 Diagnosis:9ccs141:Ot dx stomch:0.120 Diagnosis:9ccs233:Intracrn inj:0.103 Diagnosis:9ccs73:Preadult dx:0.103 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.103 Newborn Diagnosis:9ccs59:Anemia:0.103 Diagnosis:9ccs120:Hemmorhoids:0.103 Newborn Diagnosis:9ccs176:Contraceptiv:0.103 Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 0.697 [0.295 1.646] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs96:Hrt valve dx:0.525 Newborn Diagnosis:9ccs213:Cardiac anom:0.330 Diagnosis:9ccs117:Ot circul dx:0.310 Newborn Diagnosis:9ccs96:Hrt valve dx:0.280 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.134 Newborn Diagnosis:9ccs134:Ot uppr resp:0.134 Diagnosis:9ccs105:Conduction:0.134 Diagnosis:9ccs106:Dysrhythmia:0.092 Lab:292495 LEAD LEVEL - Sunrise:-0.074 Diagnosis:9ccs137:Mouth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 0.988 [0.498 1.960] | indivs AUC:0.532 Correlated most with: Diagnosis:9ccs137:Mouth dx:1.000 Number of Visits:0.135 Diagnosis:9ccs7:Viral infect:0.127 Diagnosis:9ccs92:Otitis media:0.103 Diagnosis:9ccs197:Skin infectn:0.083 Diagnosis:9ccs136:Teeth dx:0.078 Diagnosis:9ccs126:Ot up rsp in:0.077 Newborn Diagnosis:9ccs223:Birth trauma:0.065 Diagnosis:9ccs151:Oth liver dx:0.065 Diagnosis:9ccs229:Fx arm:0.064 Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 1.277 [0.612 2.665] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs143:Abdom hernia:1.000 Newborn Diagnosis:9ccs143:Abdom hernia:0.141 Diagnosis:9ccs73:Preadult dx:0.141 Diagnosis:9ccs118:Phlebitis:0.141 Diagnosis:9ccs87:Retinal dx:0.141 Diagnosis:9ccs142:Appendicitis:0.141 Diagnosis:9ccs5:HIV infectn:0.141 Diagnosis:9ccs95:Oth nerv dx:0.131 Newborn Diagnosis:9ccs219:Low birth wt:0.104 Diagnosis:9ccs219:Low birth wt:0.093 Newborn Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 102 | OR_unadj: 1.051 [0.606 1.824] | indivs AUC:0.494 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:1.000 Diagnosis:9ccs219:Low birth wt:0.413 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.312 Newborn Diagnosis:9ccs256:Exam/eval:0.306 Newborn Diagnosis:9ccs221:Resp distres:0.272 Newborn Diagnosis:9ccs222:Perint jaund:0.264 Newborn Diagnosis:9ccs253:Allergy:0.240 Diagnosis:9ccs74:Ot mentl cnd:0.126 Newborn Diagnosis:9ccs94:Other ear dx:-0.120 Diagnosis:9ccs143:Abdom hernia:0.104 Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1611 | OR_unadj: 1.569 [0.777 3.170] | indivs AUC:0.512 Correlated most with: Newborn Diagnosis:9ccs10:Immuniz/scrn:1.000 Newborn Diagnosis:9ccs94:Other ear dx:0.316 Newborn Diagnosis:9ccs219:Low birth wt:-0.312 Newborn Diagnosis:9ccs259:Unclassified:-0.304 Newborn Diagnosis:9ccs0:No DX:-0.234 Newborn Diagnosis:9ccs256:Exam/eval:-0.206 Newborn Diagnosis:9ccs222:Perint jaund:-0.181 Newborn Diagnosis:9ccs221:Resp distres:-0.140 Diagnosis:9ccs219:Low birth wt:-0.123 Newborn Diagnosis:9ccs253:Allergy:-0.122 Newborn Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1642 | OR_unadj: 1.497 [0.635 3.528] | indivs AUC:0.509 Correlated most with: Newborn Diagnosis:9ccs94:Other ear dx:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.316 Newborn Diagnosis:9ccs0:No DX:-0.294 Diagnosis:9ccs87:Retinal dx:-0.131 Diagnosis:9ccs120:Hemmorhoids:-0.131 Newborn Diagnosis:9ccs55:Fluid/elc dx:-0.131 Newborn Diagnosis:9ccs219:Low birth wt:-0.120 Newborn Diagnosis:9ccs253:Allergy:-0.115 Newborn Diagnosis:9ccs214:GI cong anom:-0.090 Newborn Diagnosis:9ccs222:Perint jaund:-0.071 Diagnosis:9ccs2603:E Codes: Fall | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 1.006 [0.385 2.630] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs2603:E Codes: Fall:1.000 Diagnosis:10ccs58:Ot nutrit dx:0.756 Diagnosis:9ccs2620:E Codes: Unspecified:0.172 Newborn Diagnosis:9ccs95:Oth nerv dx:0.150 Diagnosis:9ccs196:Nml preg/del:0.120 Diagnosis:9ccs231:Oth fracture:0.096 Diagnosis:9ccs244:Other injury:0.092 Diagnosis:9ccs155:Other GI dx:0.090 Number of Visits:0.073 Newborn Diagnosis:9ccs0:No DX:0.071 Vital: HC Percentile-latest | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.129 [0.428 2.977] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:-0.169 Diagnosis:10ccs238:Complic proc:0.147 Diagnosis:9ccs2604:E Codes: Fire/burn:0.147 Diagnosis:9ccs16:Liver/ibd ca:0.133 Lab:323825 STREP SCREEN THROAT - Sunrise:0.122 Newborn Diagnosis:9ccs216:Nerv cong an:0.094 Diagnosis:9ccs163:Other GU dx:0.068 Newborn Diagnosis:9ccs95:Oth nerv dx:0.059 Diagnosis:9ccs59:Anemia:0.058 Diagnosis:9ccs204:Ot joint dx:0.056 Diagnosis:9ccs209:Ot acq defor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.191 [0.026 1.409] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs209:Ot acq defor:1.000 Newborn Diagnosis:9ccs143:Abdom hernia:0.181 Newborn Diagnosis:9ccs197:Skin infectn:0.181 Diagnosis:9ccs252:Fatigue:0.181 Diagnosis:9ccs52:Nutrit defic:0.178 Diagnosis:9ccs63:Wht blood dx:0.121 Diagnosis:9ccs208:Acq foot def:0.101 Diagnosis:9ccs51:Ot endo dsor:0.095 Diagnosis:9ccs212:Ot bone dx:0.095 Newborn Diagnosis:9ccs0:No DX:0.075 Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs47:Ot bnign neo:1.000 Newborn Diagnosis:9ccs47:Ot bnign neo:0.163 Diagnosis:9ccs252:Fatigue:0.163 Diagnosis:9ccs217:Ot cong anom:0.154 Diagnosis:9ccs123:Influenza:0.115 Diagnosis:9ccs106:Dysrhythmia:0.112 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.104 Newborn Diagnosis:9ccs223:Birth trauma:0.099 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.097 Diagnosis:9ccs44:Neoplsm unsp:0.076 Vital: BP-latest | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:0.196 Diagnosis:9ccs214:GI cong anom:0.093 Diagnosis:9ccs4:Mycoses:0.087 Diagnosis:9ccs233:Intracrn inj:-0.079 Diagnosis:9ccs222:Perint jaund:0.068 Diagnosis:9ccs200:Oth skin dx:0.054 Diagnosis:9ccs168:PID:-0.048 Diagnosis:9ccs63:Wht blood dx:-0.048 Diagnosis:9ccs197:Skin infectn:0.047 Diagnosis:9ccs151:Oth liver dx:0.045 Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 0.917 [0.429 1.960] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs224:Ot perint dx:1.000 Diagnosis:9ccs168:PID:0.178 Diagnosis:9ccs205:Back problem:0.140 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.130 Newborn Diagnosis:9ccs59:Anemia:0.130 Diagnosis:9ccs219:Low birth wt:0.110 Diagnosis:9ccs163:Other GU dx:0.101 Lab:296169 RETICULOCYTE COUNT- LMC:-0.095 Diagnosis:9ccs151:Oth liver dx:0.092 Diagnosis:9ccs76:Meningitis:0.091 Diagnosis:9ccs168:PID | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs168:PID:1.000 Diagnosis:9ccs205:Back problem:0.200 Diagnosis:9ccs163:Other GU dx:0.200 Diagnosis:9ccs224:Ot perint dx:0.178 Diagnosis:9ccs63:Wht blood dx:0.121 Diagnosis:9ccs251:Abdomnl pain:0.093 Diagnosis:9ccs167:Breast dx:0.089 Diagnosis:9ccs215:gu cong anom:0.082 Diagnosis:9ccs147:Anal/rectal:0.082 Diagnosis:9ccs161:Ot dx kidney:0.079 Diagnosis:9ccs247:Lymph enlarg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 1.416 [0.527 3.808] | indivs AUC:0.515 Correlated most with: Diagnosis:9ccs247:Lymph enlarg:1.000 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.206 Diagnosis:9ccs254:Rehab:0.199 Diagnosis:9ccs246:FUO:0.138 Diagnosis:9ccs138:Esophgeal dx:0.087 Newborn Diagnosis:9ccs223:Birth trauma:0.080 Diagnosis:9ccs223:Birth trauma:0.077 Diagnosis:9ccs48:Thyroid dsor:0.075 Lab:292495 LEAD LEVEL - Sunrise:0.069 Diagnosis:9ccs242:Poisn ot med:0.068 Diagnosis:9ccs251:Abdomnl pain | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.467 [0.060 3.610] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:1.000 Diagnosis:9ccs2604:E Codes: Fire/burn:0.276 Diagnosis:10ccs238:Complic proc:0.276 Diagnosis:9ccs246:FUO:0.194 Diagnosis:9ccs62:Coag/hemr dx:0.120 Diagnosis:9ccs204:Ot joint dx:0.100 Diagnosis:9ccs242:Poisn ot med:0.100 Diagnosis:9ccs175:Ot femal gen:0.100 Diagnosis:9ccs168:PID:0.093 Diagnosis:9ccs155:Other GI dx:0.086 Diagnosis:9ccs124:Tonsillitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.832 [0.289 2.398] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs124:Tonsillitis:1.000 Diagnosis:9ccs105:Conduction:0.178 Lab:323700 CULTURE THROAT W SENS - Sunrise:0.128 Diagnosis:9ccs106:Dysrhythmia:0.124 Lab:292495 LEAD LEVEL - Sunrise:-0.097 Diagnosis:9ccs127:COPD:0.097 Diagnosis:9ccs92:Otitis media:0.094 Number of Visits:0.082 Diagnosis:9ccs135:Intest infct:0.071 Diagnosis:9ccs48:Thyroid dsor:0.066 Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 42 | OR_unadj: 1.336 [0.611 2.920] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs95:Oth nerv dx:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.195 Diagnosis:9ccs70:Schizo/rl dx:0.152 Diagnosis:9ccs87:Retinal dx:0.152 Diagnosis:9ccs143:Abdom hernia:0.131 Diagnosis:9ccs208:Acq foot def:0.129 Number of Visits:0.116 Diagnosis:9ccs217:Ot cong anom:0.112 Newborn Diagnosis:9ccs200:Oth skin dx:0.108 Diagnosis:9ccs216:Nerv cong an:0.100 Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.745 [0.564 5.394] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs161:Ot dx kidney:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.400 Diagnosis:9ccs159:UTI:0.240 Newborn Diagnosis:9ccs214:GI cong anom:0.169 Diagnosis:9ccs95:Oth nerv dx:0.098 Diagnosis:9ccs74:Ot mentl cnd:0.096 Diagnosis:9ccs175:Ot femal gen:0.086 Diagnosis:9ccs257:Ot aftercare:0.080 Diagnosis:9ccs168:PID:0.079 Diagnosis:9ccs63:Wht blood dx:0.079 Diagnosis:9ccs153:GI hemorrhag | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.749 [0.170 3.295] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs153:GI hemorrhag:1.000 Diagnosis:9ccs154:Gastroent:0.188 Diagnosis:9ccs147:Anal/rectal:0.113 Newborn Diagnosis:9ccs223:Birth trauma:0.102 Diagnosis:9ccs155:Other GI dx:0.101 Diagnosis:9ccs159:UTI:0.082 Number of Visits:0.078 Diagnosis:9ccs217:Ot cong anom:0.074 Diagnosis:9ccs257:Ot aftercare:0.068 Diagnosis:9ccs222:Perint jaund:0.064 Diagnosis:9ccs154:Gastroent | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: nan [ nan nan] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs154:Gastroent:1.000 Diagnosis:9ccs120:Hemmorhoids:0.203 Diagnosis:9ccs153:GI hemorrhag:0.188 Diagnosis:9ccs155:Other GI dx:0.099 Diagnosis:9ccs62:Coag/hemr dx:0.086 Diagnosis:9ccs250:Nausea/vomit:0.084 Newborn Diagnosis:9ccs223:Birth trauma:0.082 Diagnosis:9ccs253:Allergy:0.081 Diagnosis:9ccs256:Exam/eval:0.079 Diagnosis:9ccs222:Perint jaund:0.075 Diagnosis:9ccs167:Breast dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.431 [0.056 3.310] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs167:Breast dx:1.000 Diagnosis:10ccs238:Complic proc:0.266 Diagnosis:9ccs2604:E Codes: Fire/burn:0.266 Diagnosis:9ccs48:Thyroid dsor:0.104 Diagnosis:9ccs204:Ot joint dx:0.096 Diagnosis:9ccs242:Poisn ot med:0.096 Diagnosis:9ccs168:PID:0.089 Newborn Diagnosis:9ccs221:Resp distres:0.089 Diagnosis:9ccs51:Ot endo dsor:0.070 Diagnosis:9ccs251:Abdomnl pain:0.067 Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.773 [0.270 2.219] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs89:Blindness:1.000 Diagnosis:9ccs91:Other eye dx:0.284 Diagnosis:9ccs217:Ot cong anom:0.259 Diagnosis:9ccs210:SLE:0.172 Diagnosis:9ccs233:Intracrn inj:0.172 Diagnosis:9ccs62:Coag/hemr dx:0.150 Lab:296169 RETICULOCYTE COUNT- LMC:0.124 Diagnosis:9ccs138:Esophgeal dx:0.117 Number of Visits:0.101 Diagnosis:9ccs212:Ot bone dx:0.090 * Diagnosis:9ccs234:Crush injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 2.704 [1.154 6.333] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs234:Crush injury:1.000 Lab:296169 RETICULOCYTE COUNT- LMC:0.142 Lab:295669 BILIRUBIN DIRECT - LMC:-0.085 Diagnosis:9ccs238:Complic proc:0.084 Lab:294203 BILIRUBIN TOTAL - LMC:-0.080 Diagnosis:9ccs242:Poisn ot med:0.068 Diagnosis:9ccs127:COPD:0.067 Diagnosis:9ccs247:Lymph enlarg:0.066 Newborn Diagnosis:9ccs221:Resp distres:0.063 Diagnosis:9ccs64:Ot hematl dx:0.063 Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.623 [0.144 2.701] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs211:Ot conn tiss:1.000 Diagnosis:9ccs118:Phlebitis:0.222 Diagnosis:9ccs204:Ot joint dx:0.163 Diagnosis:9ccs208:Acq foot def:0.127 Newborn Diagnosis:9ccs96:Hrt valve dx:0.111 Newborn Diagnosis:9ccs217:Ot cong anom:0.107 Diagnosis:9ccs147:Anal/rectal:0.102 Diagnosis:9ccs74:Ot mentl cnd:0.083 Diagnosis:9ccs198:Ot infl skin:0.081 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.079 Vital: HC Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs16:Liver/ibd ca:0.260 Diagnosis:9ccs87:Retinal dx:0.227 Newborn Diagnosis:9ccs216:Nerv cong an:0.184 Newborn Diagnosis:9ccs0:No DX:0.119 Newborn Diagnosis:9ccs95:Oth nerv dx:0.116 Diagnosis:9ccs238:Complic proc:0.102 Diagnosis:9ccs216:Nerv cong an:0.092 Diagnosis:9ccs250:Nausea/vomit:0.085 Diagnosis:9ccs214:GI cong anom:0.077 Diagnosis:9ccs138:Esophgeal dx:0.076 Diagnosis:10ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.057 [0.306 3.653] | indivs AUC:0.500 Correlated most with: Diagnosis:10ccs58:Ot nutrit dx:1.000 Diagnosis:9ccs2603:E Codes: Fall:0.756 Diagnosis:9ccs2620:E Codes: Unspecified:0.228 Diagnosis:9ccs231:Oth fracture:0.129 Diagnosis:9ccs155:Other GI dx:0.089 Diagnosis:9ccs175:Ot femal gen:0.081 Diagnosis:9ccs219:Low birth wt:0.078 Diagnosis:9ccs244:Other injury:0.073 Diagnosis:9ccs239:Superfic inj:0.065 Diagnosis:9ccs125:Bronchitis:0.061 Diagnosis:9ccs243:Poisn nonmed | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs243:Poisn nonmed:1.000 Lab:292495 LEAD LEVEL - Sunrise:-0.414 Diagnosis:9ccs242:Poisn ot med:0.115 Lab:294495 LEAD, BLOOD - LMC:-0.092 Diagnosis:9ccs59:Anemia:0.091 Diagnosis:9ccs163:Other GU dx:0.085 Diagnosis:9ccs76:Meningitis:0.078 Diagnosis:9ccs55:Fluid/elc dx:0.075 Diagnosis:9ccs92:Otitis media:0.057 Diagnosis:9ccs239:Superfic inj:0.057 Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 0.732 [0.218 2.455] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs219:Low birth wt:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.413 Newborn Diagnosis:9ccs256:Exam/eval:0.187 Diagnosis:9ccs106:Dysrhythmia:0.136 Newborn Diagnosis:9ccs220:Birth asphyx:0.136 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.123 Newborn Diagnosis:9ccs222:Perint jaund:0.119 Diagnosis:9ccs224:Ot perint dx:0.110 Diagnosis:9ccs140:Gastritis:0.095 Diagnosis:9ccs143:Abdom hernia:0.093 Diagnosis:9ccs240:Burns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs240:Burns:1.000 Diagnosis:9ccs127:COPD:0.117 Diagnosis:9ccs2:Septicemia:0.113 Diagnosis:9ccs175:Ot femal gen:0.104 Diagnosis:9ccs141:Ot dx stomch:0.085 Diagnosis:9ccs133:Oth low resp:0.082 Diagnosis:9ccs239:Superfic inj:0.072 Diagnosis:9ccs128:Asthma:0.066 Diagnosis:9ccs153:GI hemorrhag:0.062 Diagnosis:9ccs155:Other GI dx:0.061 Newborn Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs213:Cardiac anom:0.330 Diagnosis:9ccs96:Hrt valve dx:0.181 Lab:292208 CBC/DIFF/PLT - Sunrise:-0.103 Newborn Diagnosis:9ccs200:Oth skin dx:0.089 Diagnosis:9ccs59:Anemia:0.084 Newborn Diagnosis:9ccs221:Resp distres:0.082 Newborn Diagnosis:9ccs253:Allergy:0.072 Diagnosis:9ccs212:Ot bone dx:0.065 Diagnosis:9ccs91:Other eye dx:0.059 Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.994 [0.289 3.416] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs223:Birth trauma:1.000 Diagnosis:9ccs231:Oth fracture:0.255 Newborn Diagnosis:9ccs223:Birth trauma:0.196 Lab:295669 BILIRUBIN DIRECT - LMC:0.079 Diagnosis:9ccs247:Lymph enlarg:0.077 Newborn Diagnosis:9ccs215:gu cong anom:0.067 Diagnosis:9ccs257:Ot aftercare:0.060 Diagnosis:9ccs259:Unclassified:0.058 Diagnosis:9ccs212:Ot bone dx:0.056 Diagnosis:9ccs51:Ot endo dsor:0.056 Diagnosis:9ccs258:Other screen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.384 [0.091 1.618] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs258:Other screen:1.000 Diagnosis:9ccs2619:e codes: other specified- nec:0.178 Diagnosis:9ccs228:Fx skull fac:0.178 Diagnosis:9ccs136:Teeth dx:0.143 Lab:296169 RETICULOCYTE COUNT- LMC:0.128 Newborn Diagnosis:9ccs214:GI cong anom:0.124 Diagnosis:9ccs239:Superfic inj:0.096 Diagnosis:9ccs214:GI cong anom:0.094 Diagnosis:9ccs133:Oth low resp:0.092 Diagnosis:9ccs155:Other GI dx:0.079 Diagnosis:9ccs123:Influenza | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs123:Influenza:1.000 Diagnosis:9ccs73:Preadult dx:0.257 Diagnosis:9ccs75:Hx mental dx:0.146 Number of Visits:0.125 Diagnosis:9ccs47:Ot bnign neo:0.115 Diagnosis:9ccs134:Ot uppr resp:0.093 Diagnosis:9ccs122:Pneumonia:0.071 Diagnosis:9ccs133:Oth low resp:0.067 Diagnosis:9ccs0:No DX:0.066 Diagnosis:9ccs126:Ot up rsp in:0.058 Lab:292495 LEAD LEVEL - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.502 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:1.000 Diagnosis:9ccs243:Poisn nonmed:-0.414 Diagnosis:9ccs105:Conduction:-0.268 Diagnosis:9ccs106:Dysrhythmia:-0.190 Diagnosis:9ccs204:Ot joint dx:0.103 Diagnosis:9ccs124:Tonsillitis:-0.097 Lab:294495 LEAD, BLOOD - LMC:0.077 Diagnosis:9ccs213:Cardiac anom:-0.074 Number of Visits:-0.074 Diagnosis:9ccs76:Meningitis:-0.072 Newborn Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs200:Oth skin dx:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.122 Diagnosis:9ccs95:Oth nerv dx:0.108 Newborn Diagnosis:9ccs219:Low birth wt:0.100 Newborn Diagnosis:9ccs213:Cardiac anom:0.089 Diagnosis:9ccs255:Social admin:-0.071 Newborn Diagnosis:9ccs224:Ot perint dx:0.060 Newborn Diagnosis:9ccs256:Exam/eval:0.060 Diagnosis:9ccs92:Otitis media:-0.056 Diagnosis:9ccs74:Ot mentl cnd:0.046 Newborn Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.511 Correlated most with: Newborn Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.280 Diagnosis:9ccs118:Phlebitis:0.266 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.266 Diagnosis:9ccs96:Hrt valve dx:0.220 Newborn Diagnosis:9ccs224:Ot perint dx:0.129 Diagnosis:9ccs211:Ot conn tiss:0.111 Diagnosis:9ccs216:Nerv cong an:0.089 Newborn Diagnosis:9ccs221:Resp distres:0.089 Diagnosis:9ccs117:Ot circul dx:0.083 Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.209 [0.345 4.239] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:1.000 Diagnosis:9ccs245:Syncope:0.341 Diagnosis:9ccs233:Intracrn inj:0.241 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.241 Newborn Diagnosis:9ccs59:Anemia:0.241 Diagnosis:9ccs118:Phlebitis:0.241 Diagnosis:9ccs48:Thyroid dsor:0.193 Lab:296169 RETICULOCYTE COUNT- LMC:-0.172 Diagnosis:9ccs113:Late eff CVD:0.113 Diagnosis:9ccs238:Complic proc:0.104 Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.400 [0.052 3.055] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs55:Fluid/elc dx:1.000 Diagnosis:9ccs204:Ot joint dx:0.092 Diagnosis:9ccs242:Poisn ot med:0.092 Diagnosis:9ccs219:Low birth wt:0.091 Lab:294147 FREE T4 - LMC:0.086 Diagnosis:9ccs239:Superfic inj:0.081 Diagnosis:9ccs89:Blindness:0.078 Diagnosis:9ccs259:Unclassified:0.076 Diagnosis:9ccs243:Poisn nonmed:0.075 Diagnosis:9ccs95:Oth nerv dx:0.066 Diagnosis:9ccs8:Oth infectns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.599 [0.181 1.985] | indivs AUC:0.518 Correlated most with: Diagnosis:9ccs8:Oth infectns:1.000 Diagnosis:9ccs73:Preadult dx:0.178 Diagnosis:9ccs44:Neoplsm unsp:0.175 Diagnosis:9ccs253:Allergy:0.085 Diagnosis:9ccs52:Nutrit defic:0.084 Number of Visits:0.079 Diagnosis:9ccs200:Oth skin dx:0.075 Newborn Diagnosis:9ccs223:Birth trauma:0.069 Diagnosis:9ccs257:Ot aftercare:0.068 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.060 Diagnosis:9ccs147:Anal/rectal | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs147:Anal/rectal:1.000 Diagnosis:9ccs2619:e codes: other specified- nec:0.249 Diagnosis:9ccs228:Fx skull fac:0.249 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.174 Diagnosis:9ccs153:GI hemorrhag:0.113 Diagnosis:9ccs211:Ot conn tiss:0.102 Diagnosis:9ccs155:Other GI dx:0.094 Newborn Diagnosis:9ccs217:Ot cong anom:0.089 Diagnosis:9ccs219:Low birth wt:0.087 Newborn Diagnosis:9ccs221:Resp distres:0.082 Vital: HC Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.493 Correlated most with: Diagnosis:10ccs238:Complic proc:-0.361 Diagnosis:9ccs2604:E Codes: Fire/burn:-0.361 Diagnosis:9ccs204:Ot joint dx:-0.137 Diagnosis:9ccs242:Poisn ot med:-0.137 Diagnosis:9ccs251:Abdomnl pain:-0.100 Diagnosis:9ccs167:Breast dx:-0.097 Newborn Diagnosis:9ccs213:Cardiac anom:0.085 Diagnosis:9ccs3:Oth bact inf:0.074 Diagnosis:9ccs151:Oth liver dx:0.053 Diagnosis:9ccs259:Unclassified:0.051 Newborn Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.510 [0.497 4.587] | indivs AUC:0.504 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:1.000 Diagnosis:9ccs223:Birth trauma:0.196 Diagnosis:9ccs153:GI hemorrhag:0.102 Diagnosis:9ccs47:Ot bnign neo:0.099 Newborn Diagnosis:9ccs256:Exam/eval:0.089 Diagnosis:9ccs154:Gastroent:0.082 Diagnosis:9ccs242:Poisn ot med:0.081 Diagnosis:9ccs247:Lymph enlarg:0.080 Newborn Diagnosis:9ccs222:Perint jaund:0.077 Newborn Diagnosis:9ccs221:Resp distres:0.074 Diagnosis:9ccs64:Ot hematl dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs64:Ot hematl dx:1.000 Diagnosis:9ccs49:DiabMel no c:0.353 Diagnosis:9ccs190:Fetal distrs:0.248 Diagnosis:9ccs61:Sickle cell:0.232 Diagnosis:9ccs62:Coag/hemr dx:0.155 Newborn Diagnosis:9ccs253:Allergy:0.107 Diagnosis:9ccs59:Anemia:0.075 Diagnosis:9ccs154:Gastroent:0.065 Diagnosis:9ccs234:Crush injury:0.063 Diagnosis:9ccs2603:E Codes: Fall:0.053 Diagnosis:9ccs212:Ot bone dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.128 [0.246 5.176] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs212:Ot bone dx:1.000 Diagnosis:9ccs210:SLE:0.288 Diagnosis:9ccs254:Rehab:0.288 Diagnosis:9ccs52:Nutrit defic:0.141 Diagnosis:9ccs62:Coag/hemr dx:0.125 Diagnosis:9ccs209:Ot acq defor:0.095 Diagnosis:9ccs89:Blindness:0.090 Diagnosis:9ccs51:Ot endo dsor:0.077 Newborn Diagnosis:9ccs96:Hrt valve dx:0.070 Newborn Diagnosis:9ccs222:Perint jaund:0.066 Vital: BP-avg19to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs134:Ot uppr resp:0.623 Diagnosis:9ccs233:Intracrn inj:-0.303 Diagnosis:9ccs2:Septicemia:-0.124 Diagnosis:9ccs159:UTI:0.085 Diagnosis:9ccs58:Ot nutrit dx:0.083 Diagnosis:9ccs224:Ot perint dx:-0.082 Diagnosis:9ccs83:Epilepsy/cnv:-0.074 Diagnosis:9ccs208:Acq foot def:0.068 Diagnosis:9ccs135:Intest infct:-0.054 Diagnosis:9ccs253:Allergy:-0.053 Vital: BP-avg16to19 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs96:Hrt valve dx:-0.068 Diagnosis:9ccs59:Anemia:0.066 Diagnosis:9ccs197:Skin infectn:-0.047 Diagnosis:9ccs90:Eye infectn:0.042 Diagnosis:9ccs200:Oth skin dx:0.037 Diagnosis:9ccs257:Ot aftercare:0.033 Diagnosis:9ccs253:Allergy:0.032 Diagnosis:9ccs213:Cardiac anom:-0.018 Number of Visits:0.018 Diagnosis:9ccs159:UTI:-0.014 Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs163:Other GU dx:1.000 Diagnosis:9ccs168:PID:0.200 Diagnosis:9ccs215:gu cong anom:0.137 Diagnosis:9ccs159:UTI:0.106 Diagnosis:9ccs242:Poisn ot med:0.104 Diagnosis:9ccs175:Ot femal gen:0.104 Diagnosis:9ccs244:Other injury:0.101 Diagnosis:9ccs224:Ot perint dx:0.101 Number of Visits:0.089 Diagnosis:9ccs243:Poisn nonmed:0.085 Vital: HC Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs16:Liver/ibd ca:-0.190 Newborn Diagnosis:9ccs216:Nerv cong an:-0.135 Diagnosis:9ccs87:Retinal dx:0.091 Newborn Diagnosis:9ccs0:No DX:-0.088 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.085 Diagnosis:10ccs58:Ot nutrit dx:0.079 Diagnosis:9ccs134:Ot uppr resp:0.074 Diagnosis:9ccs216:Nerv cong an:-0.067 Diagnosis:9ccs3:Oth bact inf:-0.067 Diagnosis:9ccs257:Ot aftercare:-0.065 Vital: HC Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs87:Retinal dx:-0.680 Diagnosis:9ccs238:Complic proc:-0.304 Diagnosis:9ccs2604:E Codes: Fire/burn:-0.239 Diagnosis:10ccs238:Complic proc:-0.239 Diagnosis:9ccs3:Oth bact inf:0.144 Diagnosis:9ccs95:Oth nerv dx:-0.106 Diagnosis:9ccs143:Abdom hernia:-0.099 Diagnosis:9ccs204:Ot joint dx:-0.091 Diagnosis:9ccs242:Poisn ot med:-0.091 Newborn Diagnosis:9ccs0:No DX:0.090 Diagnosis:9ccs238:Complic proc | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs238:Complic proc:1.000 Diagnosis:9ccs87:Retinal dx:0.447 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.447 Newborn Diagnosis:9ccs59:Anemia:0.447 Lab:296169 RETICULOCYTE COUNT- LMC:-0.317 Diagnosis:9ccs138:Esophgeal dx:0.112 Diagnosis:9ccs83:Epilepsy/cnv:0.104 Diagnosis:9ccs74:Ot mentl cnd:0.100 Diagnosis:9ccs234:Crush injury:0.084 Newborn Diagnosis:9ccs219:Low birth wt:0.078 Diagnosis:9ccs76:Meningitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.938 [0.209 4.218] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs76:Meningitis:1.000 Lab:323825 STREP SCREEN THROAT - Sunrise:0.208 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.120 Diagnosis:9ccs224:Ot perint dx:0.091 Number of Visits:0.087 Diagnosis:9ccs243:Poisn nonmed:0.078 Lab:292495 LEAD LEVEL - Sunrise:-0.072 Lab:295669 BILIRUBIN DIRECT - LMC:-0.072 Diagnosis:9ccs59:Anemia:0.070 Diagnosis:9ccs140:Gastritis:0.064 Newborn Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs0:No DX:1.000 Newborn Diagnosis:9ccs94:Other ear dx:-0.294 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.234 Diagnosis:9ccs214:GI cong anom:0.125 Diagnosis:9ccs209:Ot acq defor:0.075 Diagnosis:9ccs2603:E Codes: Fall:0.071 Diagnosis:9ccs126:Ot up rsp in:-0.040 Diagnosis:9ccs255:Social admin:-0.038 Newborn Diagnosis:9ccs224:Ot perint dx:-0.035 Diagnosis:9ccs253:Allergy:0.033 Vital: HC Percentile-gain5to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.514 Correlated most with: Diagnosis:9ccs16:Liver/ibd ca:-0.226 Diagnosis:9ccs87:Retinal dx:-0.187 Newborn Diagnosis:9ccs216:Nerv cong an:-0.160 Diagnosis:9ccs3:Oth bact inf:0.124 Diagnosis:9ccs163:Other GU dx:0.114 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.101 Diagnosis:9ccs2604:E Codes: Fire/burn:0.093 Diagnosis:10ccs238:Complic proc:0.093 Diagnosis:9ccs238:Complic proc:-0.084 Diagnosis:9ccs216:Nerv cong an:-0.080 Diagnosis:9ccs61:Sickle cell | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs61:Sickle cell:1.000 Lab:306025 PPD:0.272 Diagnosis:9ccs190:Fetal distrs:0.234 Diagnosis:9ccs64:Ot hematl dx:0.232 Diagnosis:9ccs259:Unclassified:0.111 Newborn Diagnosis:9ccs256:Exam/eval:0.082 Diagnosis:9ccs198:Ot infl skin:0.075 Lab:295669 BILIRUBIN DIRECT - LMC:0.070 Diagnosis:9ccs239:Superfic inj:0.062 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.045 Diagnosis:9ccs208:Acq foot def | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs208:Acq foot def:1.000 Diagnosis:9ccs252:Fatigue:0.301 Diagnosis:9ccs95:Oth nerv dx:0.129 Diagnosis:9ccs211:Ot conn tiss:0.127 Diagnosis:9ccs216:Nerv cong an:0.102 Diagnosis:9ccs209:Ot acq defor:0.101 Diagnosis:9ccs51:Ot endo dsor:0.081 Newborn Diagnosis:9ccs217:Ot cong anom:0.071 Diagnosis:9ccs259:Unclassified:0.067 Diagnosis:9ccs198:Ot infl skin:0.063 Newborn Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.507 Correlated most with: Newborn Diagnosis:9ccs95:Oth nerv dx:1.000 Diagnosis:9ccs16:Liver/ibd ca:0.447 Newborn Diagnosis:9ccs216:Nerv cong an:0.315 Diagnosis:9ccs216:Nerv cong an:0.155 Diagnosis:9ccs2603:E Codes: Fall:0.150 Newborn Diagnosis:9ccs224:Ot perint dx:0.085 Diagnosis:9ccs10:Immuniz/scrn:-0.062 Diagnosis:9ccs95:Oth nerv dx:0.061 Diagnosis:9ccs138:Esophgeal dx:0.051 Diagnosis:9ccs257:Ot aftercare:-0.047 Diagnosis:9ccs205:Back problem | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs205:Back problem:1.000 Diagnosis:9ccs245:Syncope:0.202 Diagnosis:9ccs168:PID:0.200 Diagnosis:9ccs44:Neoplsm unsp:0.141 Diagnosis:9ccs224:Ot perint dx:0.140 Number of Visits:0.101 Diagnosis:9ccs117:Ot circul dx:0.091 Diagnosis:9ccs89:Blindness:0.090 Newborn Diagnosis:9ccs253:Allergy:0.085 Diagnosis:9ccs257:Ot aftercare:0.083 Diagnosis:9ccs140:Gastritis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs140:Gastritis:1.000 Lab:294205 TSH REFLEX TO FT4 - LMC:0.228 Diagnosis:9ccs136:Teeth dx:0.096 Diagnosis:9ccs219:Low birth wt:0.095 Newborn Diagnosis:9ccs221:Resp distres:0.089 Lab:294147 FREE T4 - LMC:0.083 Lab:295669 BILIRUBIN DIRECT - LMC:-0.082 Diagnosis:9ccs7:Viral infect:0.080 Diagnosis:9ccs151:Oth liver dx:0.079 Lab:294495 LEAD, BLOOD - LMC:-0.077 Diagnosis:9ccs51:Ot endo dsor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs51:Ot endo dsor:1.000 Newborn Diagnosis:9ccs191:Amnios dx:0.141 Diagnosis:9ccs52:Nutrit defic:0.141 Diagnosis:9ccs48:Thyroid dsor:0.113 Diagnosis:9ccs217:Ot cong anom:0.099 Diagnosis:9ccs209:Ot acq defor:0.095 Diagnosis:9ccs208:Acq foot def:0.081 Diagnosis:9ccs212:Ot bone dx:0.077 Diagnosis:9ccs167:Breast dx:0.070 Diagnosis:9ccs128:Asthma:0.066 Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs3:Oth bact inf:1.000 Diagnosis:9ccs120:Hemmorhoids:0.315 Number of Visits:0.094 Diagnosis:9ccs159:UTI:0.085 Diagnosis:9ccs200:Oth skin dx:0.074 Diagnosis:9ccs257:Ot aftercare:0.073 Diagnosis:9ccs92:Otitis media:0.057 Diagnosis:9ccs154:Gastroent:0.056 Diagnosis:9ccs250:Nausea/vomit:0.051 Diagnosis:9ccs125:Bronchitis:0.049 Diagnosis:9ccs75:Hx mental dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs75:Hx mental dx:1.000 Diagnosis:9ccs123:Influenza:0.146 Diagnosis:9ccs244:Other injury:0.070 Newborn Diagnosis:9ccs259:Unclassified:0.060 Diagnosis:9ccs128:Asthma:0.047 Diagnosis:9ccs256:Exam/eval:0.041 Diagnosis:9ccs136:Teeth dx:0.041 Diagnosis:9ccs91:Other eye dx:0.038 Diagnosis:9ccs200:Oth skin dx:0.037 Diagnosis:9ccs92:Otitis media:-0.037 Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs216:Nerv cong an:1.000 Newborn Diagnosis:9ccs5:HIV infectn:0.353 Diagnosis:9ccs118:Phlebitis:0.353 Diagnosis:9ccs16:Liver/ibd ca:0.353 Newborn Diagnosis:9ccs216:Nerv cong an:0.248 Newborn Diagnosis:9ccs95:Oth nerv dx:0.155 Diagnosis:9ccs208:Acq foot def:0.102 Diagnosis:9ccs217:Ot cong anom:0.101 Diagnosis:9ccs95:Oth nerv dx:0.100 Newborn Diagnosis:9ccs96:Hrt valve dx:0.089 Diagnosis:9ccs175:Ot femal gen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs175:Ot femal gen:1.000 Diagnosis:9ccs240:Burns:0.104 Diagnosis:9ccs163:Other GU dx:0.104 Diagnosis:9ccs251:Abdomnl pain:0.100 Diagnosis:9ccs215:gu cong anom:0.089 Diagnosis:9ccs161:Ot dx kidney:0.086 Diagnosis:10ccs58:Ot nutrit dx:0.081 Diagnosis:9ccs198:Ot infl skin:0.063 Diagnosis:9ccs2603:E Codes: Fall:0.058 Diagnosis:9ccs92:Otitis media:0.055 Vital: HC Percentile-avg7to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs87:Retinal dx:-0.821 Diagnosis:10ccs238:Complic proc:0.425 Diagnosis:9ccs2604:E Codes: Fire/burn:0.425 Diagnosis:9ccs238:Complic proc:-0.367 Diagnosis:9ccs204:Ot joint dx:0.161 Diagnosis:9ccs242:Poisn ot med:0.161 Diagnosis:9ccs95:Oth nerv dx:-0.128 Diagnosis:9ccs143:Abdom hernia:-0.119 Diagnosis:9ccs251:Abdomnl pain:0.118 Diagnosis:9ccs167:Breast dx:0.114 Vital: HC Percentile-gain7to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.484 Correlated most with: Diagnosis:10ccs238:Complic proc:-0.391 Diagnosis:9ccs2604:E Codes: Fire/burn:-0.391 Diagnosis:9ccs16:Liver/ibd ca:0.236 Diagnosis:9ccs87:Retinal dx:0.213 Newborn Diagnosis:9ccs216:Nerv cong an:0.167 Diagnosis:9ccs204:Ot joint dx:-0.148 Diagnosis:9ccs242:Poisn ot med:-0.148 Diagnosis:9ccs3:Oth bact inf:-0.121 Diagnosis:9ccs251:Abdomnl pain:-0.109 Newborn Diagnosis:9ccs95:Oth nerv dx:0.106 Diagnosis:9ccs245:Syncope | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs245:Syncope:1.000 Diagnosis:9ccs83:Epilepsy/cnv:0.341 Newborn Diagnosis:9ccs253:Allergy:0.222 Diagnosis:9ccs205:Back problem:0.202 Newborn Diagnosis:9ccs217:Ot cong anom:0.094 Diagnosis:9ccs224:Ot perint dx:0.089 Diagnosis:9ccs113:Late eff CVD:0.071 Diagnosis:9ccs128:Asthma:0.062 Diagnosis:9ccs256:Exam/eval:0.055 Diagnosis:9ccs94:Other ear dx:0.053 Newborn Diagnosis:9ccs214:GI cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs214:GI cong anom:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.234 Diagnosis:9ccs161:Ot dx kidney:0.169 Diagnosis:9ccs258:Other screen:0.124 Newborn Diagnosis:9ccs217:Ot cong anom:0.094 Newborn Diagnosis:9ccs94:Other ear dx:-0.090 Lab:295669 BILIRUBIN DIRECT - LMC:0.089 Diagnosis:9ccs127:COPD:0.075 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.070 Diagnosis:9ccs250:Nausea/vomit:0.069 Diagnosis:9ccs141:Ot dx stomch | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:1.000 Diagnosis:9ccs250:Nausea/vomit:0.120 Newborn Diagnosis:9ccs215:gu cong anom:0.100 Diagnosis:9ccs240:Burns:0.085 Diagnosis:9ccs215:gu cong anom:0.072 Diagnosis:9ccs138:Esophgeal dx:0.072 Diagnosis:9ccs224:Ot perint dx:0.071 Diagnosis:9ccs161:Ot dx kidney:0.070 Diagnosis:9ccs136:Teeth dx:0.065 Diagnosis:9ccs155:Other GI dx:0.059 Vital: Wt for Len Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.489 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:0.068 Newborn Diagnosis:9ccs253:Allergy:0.060 Diagnosis:9ccs256:Exam/eval:-0.058 Diagnosis:9ccs258:Other screen:-0.057 Diagnosis:9ccs215:gu cong anom:0.048 Diagnosis:9ccs92:Otitis media:0.037 Diagnosis:9ccs155:Other GI dx:0.032 MatDeliveryAge:0.031 Diagnosis:9ccs7:Viral infect:0.028 Diagnosis:9ccs224:Ot perint dx:0.026 Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.803 [0.181 3.555] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs215:gu cong anom:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.245 Newborn Diagnosis:9ccs253:Allergy:0.152 Diagnosis:9ccs163:Other GU dx:0.137 Diagnosis:9ccs2:Septicemia:0.097 Diagnosis:9ccs143:Abdom hernia:0.092 Diagnosis:9ccs175:Ot femal gen:0.089 Diagnosis:9ccs219:Low birth wt:0.087 Diagnosis:9ccs168:PID:0.082 Newborn Diagnosis:9ccs221:Resp distres:0.082 Diagnosis:9ccs2:Septicemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2:Septicemia:1.000 Diagnosis:9ccs233:Intracrn inj:0.408 Newborn Diagnosis:9ccs216:Nerv cong an:0.287 Newborn Diagnosis:9ccs215:gu cong anom:0.132 Diagnosis:9ccs240:Burns:0.113 Diagnosis:9ccs215:gu cong anom:0.097 Diagnosis:9ccs83:Epilepsy/cnv:0.094 Diagnosis:9ccs197:Skin infectn:0.079 Diagnosis:9ccs89:Blindness:0.064 Diagnosis:9ccs122:Pneumonia:0.060 Vital: HC Percentile-gain3to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs16:Liver/ibd ca:0.283 Newborn Diagnosis:9ccs216:Nerv cong an:0.200 Newborn Diagnosis:9ccs95:Oth nerv dx:0.127 Diagnosis:9ccs216:Nerv cong an:0.100 Diagnosis:9ccs163:Other GU dx:-0.088 Diagnosis:10ccs58:Ot nutrit dx:-0.077 Diagnosis:9ccs7:Viral infect:0.067 Diagnosis:9ccs258:Other screen:-0.060 Diagnosis:9ccs2603:E Codes: Fall:-0.059 Diagnosis:9ccs8:Oth infectns:-0.057 Vital: HC Percentile-avg5to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs16:Liver/ibd ca:0.151 Diagnosis:9ccs2604:E Codes: Fire/burn:0.131 Diagnosis:10ccs238:Complic proc:0.131 Newborn Diagnosis:9ccs216:Nerv cong an:0.107 Diagnosis:9ccs239:Superfic inj:-0.080 Newborn Diagnosis:9ccs95:Oth nerv dx:0.068 Diagnosis:9ccs10:Immuniz/scrn:0.060 Diagnosis:9ccs216:Nerv cong an:0.054 Diagnosis:9ccs204:Ot joint dx:0.050 Diagnosis:9ccs242:Poisn ot med:0.050 Diagnosis:9ccs44:Neoplsm unsp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs44:Neoplsm unsp:1.000 Diagnosis:9ccs8:Oth infectns:0.175 Diagnosis:9ccs205:Back problem:0.141 Diagnosis:9ccs89:Blindness:0.081 Diagnosis:9ccs47:Ot bnign neo:0.076 Diagnosis:9ccs217:Ot cong anom:0.071 Diagnosis:9ccs224:Ot perint dx:0.058 Diagnosis:9ccs257:Ot aftercare:0.056 Number of Visits:0.055 Diagnosis:9ccs137:Mouth dx:0.053 Diagnosis:9ccs63:Wht blood dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs63:Wht blood dx:1.000 Newborn Diagnosis:9ccs143:Abdom hernia:0.353 Diagnosis:9ccs209:Ot acq defor:0.121 Newborn Diagnosis:9ccs221:Resp distres:0.121 Diagnosis:9ccs168:PID:0.121 Diagnosis:9ccs159:UTI:0.099 Diagnosis:9ccs143:Abdom hernia:0.091 Diagnosis:9ccs161:Ot dx kidney:0.079 Diagnosis:9ccs257:Ot aftercare:0.062 MatDeliveryAge:0.043 Lab:323825 STREP SCREEN THROAT - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:1.000 Diagnosis:9ccs76:Meningitis:0.208 Newborn Diagnosis:9ccs221:Resp distres:-0.117 Diagnosis:9ccs159:UTI:0.084 Diagnosis:9ccs211:Ot conn tiss:-0.079 Diagnosis:9ccs128:Asthma:0.078 Diagnosis:9ccs250:Nausea/vomit:-0.072 Diagnosis:9ccs59:Anemia:0.070 Diagnosis:9ccs94:Other ear dx:0.069 Diagnosis:9ccs239:Superfic inj:0.066 Vital: HC Percentile-gain10to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.516 Correlated most with: Diagnosis:9ccs2604:E Codes: Fire/burn:0.351 Diagnosis:10ccs238:Complic proc:0.351 Diagnosis:9ccs87:Retinal dx:-0.202 Diagnosis:9ccs204:Ot joint dx:0.133 Diagnosis:9ccs242:Poisn ot med:0.133 Diagnosis:9ccs251:Abdomnl pain:0.098 Diagnosis:9ccs167:Breast dx:0.094 Diagnosis:9ccs238:Complic proc:-0.090 Diagnosis:9ccs153:GI hemorrhag:0.086 Newborn Diagnosis:9ccs223:Birth trauma:0.081 Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:1.000 Diagnosis:9ccs230:Fx leg:0.447 Diagnosis:9ccs210:SLE:0.447 Diagnosis:9ccs52:Nutrit defic:0.222 Diagnosis:9ccs64:Ot hematl dx:0.155 Diagnosis:9ccs134:Ot uppr resp:0.150 Diagnosis:9ccs89:Blindness:0.150 Diagnosis:9ccs212:Ot bone dx:0.125 Diagnosis:9ccs251:Abdomnl pain:0.120 Diagnosis:9ccs154:Gastroent:0.086 Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs117:Ot circul dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.310 Diagnosis:9ccs96:Hrt valve dx:0.230 Diagnosis:9ccs205:Back problem:0.091 Newborn Diagnosis:9ccs96:Hrt valve dx:0.083 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.057 Diagnosis:9ccs124:Tonsillitis:0.051 Diagnosis:9ccs8:Oth infectns:0.051 Diagnosis:9ccs258:Other screen:0.051 Diagnosis:9ccs200:Oth skin dx:-0.045 Lab:294495 LEAD, BLOOD - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:294495 LEAD, BLOOD - LMC:1.000 Lab:294203 BILIRUBIN TOTAL - LMC:-0.100 Diagnosis:9ccs243:Poisn nonmed:-0.092 Lab:295669 BILIRUBIN DIRECT - LMC:-0.087 Diagnosis:9ccs140:Gastritis:-0.077 Lab:292495 LEAD LEVEL - Sunrise:0.077 Diagnosis:9ccs151:Oth liver dx:0.070 Diagnosis:9ccs83:Epilepsy/cnv:-0.070 Diagnosis:9ccs222:Perint jaund:0.069 Diagnosis:9ccs124:Tonsillitis:-0.052 Vital: HC Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:-0.292 Diagnosis:9ccs138:Esophgeal dx:-0.108 Diagnosis:9ccs250:Nausea/vomit:-0.100 Diagnosis:9ccs74:Ot mentl cnd:-0.082 Diagnosis:9ccs133:Oth low resp:-0.071 Newborn Diagnosis:9ccs222:Perint jaund:-0.068 Diagnosis:9ccs198:Ot infl skin:-0.066 Diagnosis:9ccs58:Ot nutrit dx:-0.063 Diagnosis:9ccs134:Ot uppr resp:-0.059 Diagnosis:9ccs2604:E Codes: Fire/burn:-0.058 Diagnosis:9ccs229:Fx arm | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs229:Fx arm:1.000 Diagnosis:9ccs236:Opn wnd extr:0.407 Diagnosis:9ccs231:Oth fracture:0.332 Diagnosis:9ccs244:Other injury:0.148 Diagnosis:9ccs256:Exam/eval:0.094 Diagnosis:9ccs197:Skin infectn:0.079 Diagnosis:9ccs137:Mouth dx:0.064 Diagnosis:9ccs127:COPD:0.058 MatDeliveryAge:-0.043 Diagnosis:9ccs94:Other ear dx:0.039 Newborn Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs215:gu cong anom:1.000 Diagnosis:9ccs161:Ot dx kidney:0.400 Diagnosis:9ccs215:gu cong anom:0.245 Newborn Diagnosis:9ccs214:GI cong anom:0.234 Diagnosis:9ccs2:Septicemia:0.132 Newborn Diagnosis:9ccs200:Oth skin dx:0.122 Diagnosis:9ccs141:Ot dx stomch:0.100 Diagnosis:9ccs223:Birth trauma:0.067 Diagnosis:9ccs234:Crush injury:0.058 Number of Visits:0.055 Diagnosis:9ccs214:GI cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs214:GI cong anom:1.000 Diagnosis:9ccs145:Int obstruct:0.288 Diagnosis:9ccs199:Ulcer skin:0.288 Newborn Diagnosis:9ccs0:No DX:0.125 Number of Visits:0.101 Diagnosis:9ccs239:Superfic inj:0.097 Diagnosis:9ccs258:Other screen:0.094 Diagnosis:9ccs133:Oth low resp:0.082 Diagnosis:9ccs136:Teeth dx:0.081 Diagnosis:9ccs4:Mycoses:0.063 Diagnosis:9ccs246:FUO | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs246:FUO:1.000 Diagnosis:9ccs251:Abdomnl pain:0.194 Diagnosis:9ccs247:Lymph enlarg:0.138 Diagnosis:9ccs239:Superfic inj:0.110 Diagnosis:9ccs10:Immuniz/scrn:-0.075 Diagnosis:9ccs250:Nausea/vomit:0.069 Diagnosis:9ccs259:Unclassified:0.060 Diagnosis:9ccs155:Other GI dx:0.058 Diagnosis:9ccs59:Anemia:0.053 Diagnosis:9ccs94:Other ear dx:0.053 Diagnosis:9ccs242:Poisn ot med | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs242:Poisn ot med:1.000 Diagnosis:10ccs238:Complic proc:0.377 Diagnosis:9ccs2604:E Codes: Fire/burn:0.377 Diagnosis:9ccs204:Ot joint dx:0.283 Lab:294147 FREE T4 - LMC:0.126 Diagnosis:9ccs243:Poisn nonmed:0.115 Diagnosis:9ccs163:Other GU dx:0.104 Diagnosis:9ccs251:Abdomnl pain:0.100 Diagnosis:9ccs167:Breast dx:0.096 Diagnosis:9ccs259:Unclassified:0.093 Vital: Wt for Len Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.507 Correlated most with: Lab:297262 HEMOGLOBIN (HEMOCUE):0.133 Newborn Diagnosis:9ccs221:Resp distres:0.095 Newborn Diagnosis:9ccs253:Allergy:0.085 Diagnosis:9ccs239:Superfic inj:-0.068 Diagnosis:9ccs215:gu cong anom:0.067 Diagnosis:9ccs197:Skin infectn:-0.065 Diagnosis:9ccs90:Eye infectn:0.046 Diagnosis:9ccs155:Other GI dx:0.044 MatDeliveryAge:0.044 Diagnosis:9ccs224:Ot perint dx:0.036 Diagnosis:9ccs232:Sprain | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs232:Sprain:1.000 Diagnosis:9ccs122:Pneumonia:0.087 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs257:Ot aftercare:0.028 Diagnosis:9ccs92:Otitis media:0.028 Diagnosis:9ccs253:Allergy:0.025 Diagnosis:9ccs7:Viral infect:-0.021 Newborn Diagnosis:9ccs224:Ot perint dx:-0.015 MatDeliveryAge:-0.015 Diagnosis:9ccs126:Ot up rsp in:0.015 Diagnosis:9ccs204:Ot joint dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs204:Ot joint dx:1.000 Diagnosis:9ccs2604:E Codes: Fire/burn:0.377 Diagnosis:10ccs238:Complic proc:0.377 Diagnosis:9ccs242:Poisn ot med:0.283 Diagnosis:9ccs211:Ot conn tiss:0.163 Lab:294147 FREE T4 - LMC:0.126 Lab:292495 LEAD LEVEL - Sunrise:0.103 Diagnosis:9ccs251:Abdomnl pain:0.100 Diagnosis:9ccs167:Breast dx:0.096 Diagnosis:9ccs55:Fluid/elc dx:0.092 Diagnosis:9ccs49:DiabMel no c | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs49:DiabMel no c:1.000 Diagnosis:9ccs64:Ot hematl dx:0.353 Diagnosis:9ccs0:No DX:0.106 Diagnosis:9ccs159:UTI:0.103 Diagnosis:9ccs125:Bronchitis:0.044 Diagnosis:9ccs126:Ot up rsp in:-0.040 Diagnosis:9ccs257:Ot aftercare:0.028 Diagnosis:9ccs253:Allergy:-0.024 Diagnosis:9ccs92:Otitis media:-0.021 Diagnosis:9ccs7:Viral infect:-0.021 Newborn Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.411 [0.298 6.685] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs253:Allergy:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.240 Diagnosis:9ccs245:Syncope:0.222 Newborn Diagnosis:9ccs221:Resp distres:0.220 Newborn Diagnosis:9ccs222:Perint jaund:0.154 Diagnosis:9ccs215:gu cong anom:0.152 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.122 Newborn Diagnosis:9ccs94:Other ear dx:-0.115 Newborn Diagnosis:9ccs256:Exam/eval:0.108 Diagnosis:9ccs64:Ot hematl dx:0.107 Newborn Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs136:Teeth dx:1.000 Diagnosis:9ccs255:Social admin:-0.102 Diagnosis:9ccs10:Immuniz/scrn:-0.074 Newborn Diagnosis:9ccs217:Ot cong anom:0.062 Newborn Diagnosis:9ccs259:Unclassified:0.049 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.044 Diagnosis:9ccs128:Asthma:0.038 Diagnosis:9ccs200:Oth skin dx:-0.030 Diagnosis:9ccs155:Other GI dx:-0.029 Number of Visits:-0.028 Lab:306605 BILIRUBIN DIRECT - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.507 Correlated most with: Lab:306605 BILIRUBIN DIRECT - Sunrise:1.000 Diagnosis:9ccs247:Lymph enlarg:0.206 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.105 Diagnosis:9ccs47:Ot bnign neo:-0.097 Diagnosis:9ccs138:Esophgeal dx:-0.070 Newborn Diagnosis:9ccs259:Unclassified:0.066 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.065 Diagnosis:9ccs0:No DX:0.062 Diagnosis:9ccs126:Ot up rsp in:0.054 Diagnosis:9ccs217:Ot cong anom:-0.050 Diagnosis:9ccs129:Asp pneumon | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs129:Asp pneumon:1.000 Diagnosis:9ccs138:Esophgeal dx:0.131 Diagnosis:9ccs128:Asthma:0.095 Diagnosis:9ccs122:Pneumonia:0.087 Diagnosis:9ccs134:Ot uppr resp:0.085 Diagnosis:9ccs256:Exam/eval:0.085 Newborn Diagnosis:9ccs222:Perint jaund:0.073 Diagnosis:9ccs133:Oth low resp:0.069 Number of Visits:0.050 Diagnosis:9ccs135:Intest infct:0.044 Newborn Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.272 Newborn Diagnosis:9ccs253:Allergy:0.220 Newborn Diagnosis:9ccs256:Exam/eval:0.197 Newborn Diagnosis:9ccs222:Perint jaund:0.149 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.140 Diagnosis:9ccs63:Wht blood dx:0.121 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.117 Diagnosis:9ccs140:Gastritis:0.089 Diagnosis:9ccs167:Breast dx:0.089 Lab:294205 TSH REFLEX TO FT4 - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:1.000 Lab:294147 FREE T4 - LMC:0.502 Diagnosis:9ccs140:Gastritis:0.228 Diagnosis:9ccs48:Thyroid dsor:-0.167 Diagnosis:9ccs94:Other ear dx:0.076 Diagnosis:9ccs91:Other eye dx:0.075 Diagnosis:9ccs217:Ot cong anom:0.073 Diagnosis:9ccs197:Skin infectn:0.069 Diagnosis:9ccs4:Mycoses:0.067 Diagnosis:9ccs198:Ot infl skin:0.065 Vital: BMI Percentile-gain5to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs204:Ot joint dx:0.268 Diagnosis:9ccs127:COPD:0.082 Diagnosis:9ccs128:Asthma:0.071 Diagnosis:9ccs133:Oth low resp:0.055 Diagnosis:9ccs125:Bronchitis:0.041 Diagnosis:9ccs126:Ot up rsp in:0.039 Diagnosis:9ccs7:Viral infect:-0.035 Diagnosis:9ccs92:Otitis media:0.035 Diagnosis:9ccs253:Allergy:-0.034 Number of Visits:0.019 Lab:294147 FREE T4 - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500 Correlated most with: Lab:294147 FREE T4 - LMC:1.000 Lab:294205 TSH REFLEX TO FT4 - LMC:0.502 Diagnosis:9ccs48:Thyroid dsor:-0.353 Diagnosis:9ccs204:Ot joint dx:0.126 Diagnosis:9ccs242:Poisn ot med:0.126 Diagnosis:9ccs55:Fluid/elc dx:0.086 Diagnosis:9ccs259:Unclassified:0.084 Diagnosis:9ccs140:Gastritis:0.083 Diagnosis:9ccs59:Anemia:-0.077 Diagnosis:9ccs89:Blindness:0.058 Lab:294199 BILIRUBIN SCAN - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:294199 BILIRUBIN SCAN - LMC:1.000 Diagnosis:9ccs127:COPD:0.092 Diagnosis:9ccs239:Superfic inj:0.049 Diagnosis:9ccs133:Oth low resp:-0.045 Diagnosis:9ccs198:Ot infl skin:-0.044 Diagnosis:9ccs92:Otitis media:0.039 Diagnosis:9ccs155:Other GI dx:0.032 Newborn Diagnosis:9ccs224:Ot perint dx:-0.031 Number of Visits:0.017 Diagnosis:9ccs7:Viral infect:0.010 Lab:321981 BILIRUBIN TOTAL - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.507 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:1.000 Diagnosis:9ccs47:Ot bnign neo:-0.104 Diagnosis:9ccs52:Nutrit defic:-0.101 Diagnosis:9ccs222:Perint jaund:0.077 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.065 Diagnosis:9ccs217:Ot cong anom:-0.054 Diagnosis:9ccs239:Superfic inj:-0.053 Diagnosis:9ccs200:Oth skin dx:-0.045 Diagnosis:9ccs247:Lymph enlarg:0.040 Diagnosis:9ccs138:Esophgeal dx:0.039 * Vital: HC Percentile-gain13to19 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 11.346 [1.025 125.601] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs16:Liver/ibd ca:-0.310 Newborn Diagnosis:9ccs216:Nerv cong an:-0.219 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.139 Diagnosis:9ccs216:Nerv cong an:-0.110 Diagnosis:9ccs163:Other GU dx:-0.082 Diagnosis:9ccs153:GI hemorrhag:-0.077 Newborn Diagnosis:9ccs223:Birth trauma:-0.073 Diagnosis:9ccs138:Esophgeal dx:0.073 Diagnosis:9ccs154:Gastroent:-0.065 Diagnosis:9ccs219:Low birth wt:-0.056 Diagnosis:9ccs72:Anxiety dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs72:Anxiety dx:1.000 Diagnosis:9ccs134:Ot uppr resp:0.085 Diagnosis:9ccs256:Exam/eval:0.085 Diagnosis:9ccs136:Teeth dx:0.084 Diagnosis:9ccs74:Ot mentl cnd:0.079 Diagnosis:9ccs217:Ot cong anom:0.079 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs90:Eye infectn:0.044 Number of Visits:0.043 Diagnosis:9ccs155:Other GI dx:0.041 Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:1.000 Lab:294147 FREE T4 - LMC:-0.353 Diagnosis:9ccs83:Epilepsy/cnv:0.193 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.167 Diagnosis:9ccs51:Ot endo dsor:0.113 Diagnosis:9ccs167:Breast dx:0.104 Diagnosis:9ccs247:Lymph enlarg:0.075 Number of Visits:0.071 Diagnosis:9ccs7:Viral infect:0.070 Diagnosis:9ccs124:Tonsillitis:0.066 Diagnosis:9ccs188:Pelvic obstr | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs188:Pelvic obstr:1.000 Newborn Diagnosis:9ccs176:Contraceptiv:0.707 Diagnosis:9ccs222:Perint jaund:0.102 Diagnosis:9ccs244:Other injury:0.089 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.070 Diagnosis:9ccs250:Nausea/vomit:0.069 Diagnosis:9ccs136:Teeth dx:0.055 Diagnosis:9ccs74:Ot mentl cnd:0.051 Diagnosis:9ccs58:Ot nutrit dx:0.048 Diagnosis:9ccs4:Mycoses:0.044 Diagnosis:9ccs2620:E Codes: Unspecified | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2620:E Codes: Unspecified:1.000 Diagnosis:10ccs58:Ot nutrit dx:0.228 Diagnosis:9ccs2603:E Codes: Fall:0.172 Diagnosis:9ccs94:Other ear dx:0.082 Diagnosis:9ccs4:Mycoses:0.071 Diagnosis:9ccs198:Ot infl skin:0.067 Diagnosis:9ccs135:Intest infct:0.044 Diagnosis:9ccs125:Bronchitis:0.044 Diagnosis:9ccs155:Other GI dx:0.041 Diagnosis:9ccs200:Oth skin dx:0.040 Diagnosis:9ccs190:Fetal distrs | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs190:Fetal distrs:1.000 Diagnosis:9ccs64:Ot hematl dx:0.248 Diagnosis:9ccs61:Sickle cell:0.234 Diagnosis:9ccs91:Other eye dx:0.052 Diagnosis:9ccs239:Superfic inj:0.049 Diagnosis:9ccs151:Oth liver dx:0.046 Diagnosis:9ccs222:Perint jaund:0.045 Diagnosis:9ccs135:Intest infct:0.022 Diagnosis:9ccs90:Eye infectn:0.021 Diagnosis:9ccs126:Ot up rsp in:0.021 Vital: HC Percentile-avg10to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs87:Retinal dx:-0.681 Diagnosis:9ccs238:Complic proc:-0.305 Diagnosis:9ccs95:Oth nerv dx:-0.106 Newborn Diagnosis:9ccs96:Hrt valve dx:0.096 Newborn Diagnosis:9ccs94:Other ear dx:0.093 Diagnosis:9ccs138:Esophgeal dx:-0.093 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.075 Newborn Diagnosis:9ccs219:Low birth wt:-0.070 Diagnosis:9ccs140:Gastritis:0.069 Newborn Diagnosis:9ccs256:Exam/eval:-0.069 Vital: BP-avg7to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:0.197 Diagnosis:9ccs59:Anemia:-0.063 Diagnosis:9ccs151:Oth liver dx:0.057 Diagnosis:9ccs197:Skin infectn:0.057 Diagnosis:9ccs222:Perint jaund:0.057 Diagnosis:9ccs135:Intest infct:0.041 Diagnosis:9ccs90:Eye infectn:0.040 Diagnosis:9ccs155:Other GI dx:-0.039 Diagnosis:9ccs200:Oth skin dx:0.039 Newborn Diagnosis:9ccs224:Ot perint dx:0.038 Diagnosis:9ccs52:Nutrit defic | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 5.669 [0.795 40.431] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs52:Nutrit defic:1.000 Diagnosis:9ccs210:SLE:0.500 Diagnosis:9ccs62:Coag/hemr dx:0.222 Diagnosis:9ccs209:Ot acq defor:0.178 Diagnosis:9ccs51:Ot endo dsor:0.141 Diagnosis:9ccs212:Ot bone dx:0.141 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.101 Diagnosis:9ccs8:Oth infectns:0.084 Diagnosis:9ccs89:Blindness:0.081 Diagnosis:9ccs138:Esophgeal dx:0.059 Diagnosis:9ccs171:Menstrual dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs171:Menstrual dx:1.000 Diagnosis:9ccs224:Ot perint dx:0.089 Newborn Diagnosis:9ccs224:Ot perint dx:0.054 Diagnosis:9ccs217:Ot cong anom:0.050 Diagnosis:9ccs92:Otitis media:-0.030 Diagnosis:9ccs7:Viral infect:-0.029 Number of Visits:-0.021 Diagnosis:9ccs200:Oth skin dx:-0.021 Diagnosis:9ccs155:Other GI dx:-0.020 Diagnosis:9ccs90:Eye infectn:-0.019 Diagnosis:9ccs236:Opn wnd extr | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs236:Opn wnd extr:1.000 Diagnosis:9ccs229:Fx arm:0.407 Diagnosis:9ccs197:Skin infectn:0.046 Diagnosis:9ccs253:Allergy:0.035 Diagnosis:9ccs257:Ot aftercare:-0.030 Diagnosis:9ccs7:Viral infect:-0.029 Diagnosis:9ccs90:Eye infectn:0.021 Diagnosis:9ccs200:Oth skin dx:-0.021 Diagnosis:9ccs125:Bronchitis:-0.019 Diagnosis:9ccs135:Intest infct:-0.019 Diagnosis:9ccs254:Rehab | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs254:Rehab:1.000 Diagnosis:9ccs212:Ot bone dx:0.288 Diagnosis:9ccs247:Lymph enlarg:0.199 Diagnosis:9ccs259:Unclassified:0.091 Diagnosis:9ccs136:Teeth dx:0.084 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs151:Oth liver dx:0.073 Number of Visits:0.060 MatDeliveryAge:0.059 Diagnosis:9ccs125:Bronchitis:0.044 Newborn Diagnosis:9ccs191:Amnios dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:1.000 Diagnosis:9ccs51:Ot endo dsor:0.141 Diagnosis:9ccs213:Cardiac anom:0.060 Diagnosis:9ccs253:Allergy:0.049 Newborn Diagnosis:9ccs256:Exam/eval:0.038 Diagnosis:9ccs122:Pneumonia:0.033 Diagnosis:9ccs7:Viral infect:0.032 Diagnosis:9ccs155:Other GI dx:-0.029 Diagnosis:9ccs217:Ot cong anom:0.028 Diagnosis:9ccs239:Superfic inj:0.027 Diagnosis:9ccs231:Oth fracture | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs231:Oth fracture:1.000 Diagnosis:9ccs229:Fx arm:0.332 Diagnosis:9ccs223:Birth trauma:0.255 Diagnosis:10ccs58:Ot nutrit dx:0.129 Diagnosis:9ccs2603:E Codes: Fall:0.096 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.090 Diagnosis:9ccs239:Superfic inj:0.085 Diagnosis:9ccs244:Other injury:0.070 Diagnosis:9ccs127:COPD:0.058 Diagnosis:9ccs122:Pneumonia:0.042 Diagnosis:9ccs142:Appendicitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs142:Appendicitis:1.000 Diagnosis:9ccs143:Abdom hernia:0.141 Newborn Diagnosis:9ccs217:Ot cong anom:0.137 Diagnosis:9ccs217:Ot cong anom:0.079 Diagnosis:9ccs10:Immuniz/scrn:-0.053 Diagnosis:9ccs135:Intest infct:0.044 Diagnosis:9ccs125:Bronchitis:0.044 Diagnosis:9ccs90:Eye infectn:0.044 Diagnosis:9ccs155:Other GI dx:0.041 Diagnosis:9ccs200:Oth skin dx:0.040 Diagnosis:9ccs252:Fatigue | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs252:Fatigue:1.000 Diagnosis:9ccs208:Acq foot def:0.301 Diagnosis:9ccs209:Ot acq defor:0.181 Diagnosis:9ccs47:Ot bnign neo:0.163 Diagnosis:9ccs136:Teeth dx:0.084 Diagnosis:9ccs217:Ot cong anom:0.079 Diagnosis:9ccs96:Hrt valve dx:0.077 Diagnosis:9ccs197:Skin infectn:0.073 Diagnosis:9ccs7:Viral infect:0.028 Diagnosis:9ccs92:Otitis media:0.028 Vital: HC Percentile-avg13to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs2604:E Codes: Fire/burn:0.310 Diagnosis:10ccs238:Complic proc:0.310 Diagnosis:9ccs163:Other GU dx:-0.238 Diagnosis:9ccs219:Low birth wt:-0.163 Diagnosis:9ccs204:Ot joint dx:0.117 Diagnosis:9ccs242:Poisn ot med:0.117 Diagnosis:9ccs224:Ot perint dx:-0.111 Diagnosis:9ccs113:Late eff CVD:-0.092 Diagnosis:9ccs159:UTI:-0.089 Diagnosis:9ccs251:Abdomnl pain:0.086 Diagnosis:9ccs120:Hemmorhoids | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs120:Hemmorhoids:1.000 Diagnosis:9ccs3:Oth bact inf:0.315 Diagnosis:9ccs154:Gastroent:0.203 Newborn Diagnosis:9ccs94:Other ear dx:-0.131 Number of Visits:0.110 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.104 Diagnosis:9ccs250:Nausea/vomit:0.103 Diagnosis:9ccs128:Asthma:0.095 Diagnosis:9ccs91:Other eye dx:0.081 Diagnosis:9ccs222:Perint jaund:0.072 Diagnosis:9ccs225:Joint injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs225:Joint injury:1.000 Diagnosis:9ccs239:Superfic inj:0.077 Newborn Diagnosis:9ccs222:Perint jaund:0.073 Diagnosis:9ccs197:Skin infectn:0.073 Diagnosis:9ccs222:Perint jaund:0.072 Diagnosis:9ccs4:Mycoses:0.071 Diagnosis:9ccs200:Oth skin dx:0.040 Newborn Diagnosis:9ccs224:Ot perint dx:0.038 Diagnosis:9ccs7:Viral infect:0.028 Diagnosis:9ccs257:Ot aftercare:0.028 Vital: HC Percentile-gain16to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:0.447 Diagnosis:9ccs2604:E Codes: Fire/burn:-0.293 Diagnosis:10ccs238:Complic proc:-0.293 Diagnosis:9ccs163:Other GU dx:0.167 Diagnosis:9ccs76:Meningitis:0.155 Diagnosis:9ccs204:Ot joint dx:-0.111 Diagnosis:9ccs242:Poisn ot med:-0.111 Diagnosis:9ccs94:Other ear dx:0.103 Diagnosis:9ccs251:Abdomnl pain:-0.082 Diagnosis:9ccs167:Breast dx:-0.079 Newborn Diagnosis:9ccs176:Contraceptiv | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs176:Contraceptiv:1.000 Diagnosis:9ccs188:Pelvic obstr:0.707 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.104 Diagnosis:9ccs250:Nausea/vomit:0.103 Diagnosis:9ccs136:Teeth dx:0.084 Diagnosis:9ccs74:Ot mentl cnd:0.079 Diagnosis:9ccs222:Perint jaund:0.072 Diagnosis:9ccs198:Ot infl skin:0.067 Diagnosis:9ccs135:Intest infct:0.044 Newborn Diagnosis:9ccs224:Ot perint dx:0.038 Lab:296169 RETICULOCYTE COUNT- LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:296169 RETICULOCYTE COUNT- LMC:1.000 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.707 Newborn Diagnosis:9ccs59:Anemia:-0.707 Diagnosis:9ccs238:Complic proc:-0.317 Lab:295669 BILIRUBIN DIRECT - LMC:-0.218 Lab:294203 BILIRUBIN TOTAL - LMC:-0.210 Diagnosis:9ccs83:Epilepsy/cnv:-0.172 Diagnosis:9ccs234:Crush injury:0.142 Diagnosis:9ccs258:Other screen:0.128 Diagnosis:9ccs89:Blindness:0.124 Vital: BP-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs214:GI cong anom:0.205 Diagnosis:9ccs247:Lymph enlarg:-0.142 Diagnosis:9ccs224:Ot perint dx:0.095 Diagnosis:9ccs250:Nausea/vomit:0.077 Diagnosis:9ccs256:Exam/eval:-0.065 Diagnosis:9ccs239:Superfic inj:0.060 Diagnosis:9ccs222:Perint jaund:0.057 Diagnosis:9ccs198:Ot infl skin:0.054 Diagnosis:9ccs90:Eye infectn:-0.040 Number of Visits:0.040 Lab:292208 CBC/DIFF/PLT - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Lab:292208 CBC/DIFF/PLT - Sunrise:1.000 Newborn Diagnosis:9ccs213:Cardiac anom:-0.103 Diagnosis:9ccs113:Late eff CVD:0.091 Diagnosis:9ccs122:Pneumonia:0.076 Lab:295669 BILIRUBIN DIRECT - LMC:-0.071 Diagnosis:9ccs4:Mycoses:-0.065 Diagnosis:9ccs213:Cardiac anom:-0.056 Diagnosis:9ccs224:Ot perint dx:-0.055 Diagnosis:9ccs0:No DX:-0.046 Diagnosis:9ccs155:Other GI dx:0.045 Lab:323700 CULTURE THROAT W SENS - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:323700 CULTURE THROAT W SENS - Sunrise:1.000 Diagnosis:9ccs124:Tonsillitis:0.128 Diagnosis:9ccs122:Pneumonia:-0.066 Diagnosis:9ccs134:Ot uppr resp:-0.065 Diagnosis:9ccs239:Superfic inj:-0.060 Diagnosis:9ccs96:Hrt valve dx:0.060 Diagnosis:9ccs4:Mycoses:-0.056 Diagnosis:9ccs133:Oth low resp:0.055 Diagnosis:9ccs125:Bronchitis:-0.041 Diagnosis:9ccs135:Intest infct:0.041 Diagnosis:9ccs132:Lung externl | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs132:Lung externl:1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.163 Diagnosis:9ccs128:Asthma:0.095 Diagnosis:9ccs122:Pneumonia:0.087 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs135:Intest infct:0.044 Diagnosis:9ccs125:Bronchitis:0.044 Diagnosis:9ccs90:Eye infectn:0.044 MatDeliveryAge:-0.044 Newborn Diagnosis:9ccs224:Ot perint dx:0.038 Diagnosis:9ccs2618:E Codes: Other specified and classifiable | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2618:E Codes: Other specified and classifiable:1.000 Diagnosis:9ccs147:Anal/rectal:0.174 Diagnosis:9ccs136:Teeth dx:0.119 Diagnosis:9ccs94:Other ear dx:0.116 Diagnosis:9ccs244:Other injury:0.089 Diagnosis:9ccs125:Bronchitis:0.062 Diagnosis:9ccs256:Exam/eval:0.055 Diagnosis:9ccs7:Viral infect:0.040 Number of Visits:0.024 Diagnosis:9ccs135:Intest infct:0.022 Newborn Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs216:Nerv cong an:1.000 Diagnosis:9ccs16:Liver/ibd ca:0.707 Newborn Diagnosis:9ccs95:Oth nerv dx:0.315 Diagnosis:9ccs2:Septicemia:0.287 Diagnosis:9ccs216:Nerv cong an:0.248 Diagnosis:9ccs127:COPD:0.075 Diagnosis:9ccs250:Nausea/vomit:0.069 Diagnosis:9ccs159:UTI:0.069 Diagnosis:9ccs259:Unclassified:0.060 Diagnosis:9ccs155:Other GI dx:0.058 Diagnosis:9ccs70:Schizo/rl dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs70:Schizo/rl dx:1.000 Diagnosis:9ccs95:Oth nerv dx:0.152 Diagnosis:9ccs113:Late eff CVD:0.106 Diagnosis:9ccs94:Other ear dx:0.082 Diagnosis:9ccs74:Ot mentl cnd:0.079 Diagnosis:9ccs151:Oth liver dx:0.073 Diagnosis:9ccs222:Perint jaund:0.072 Diagnosis:9ccs257:Ot aftercare:0.028 Diagnosis:9ccs253:Allergy:-0.024 Diagnosis:9ccs92:Otitis media:-0.021 Diagnosis:9ccs228:Fx skull fac | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2619:e codes: other specified- nec:1.000 Diagnosis:9ccs228:Fx skull fac:1.000 Diagnosis:9ccs147:Anal/rectal:0.249 Diagnosis:9ccs258:Other screen:0.178 Diagnosis:9ccs256:Exam/eval:0.085 Diagnosis:9ccs136:Teeth dx:0.084 Diagnosis:9ccs239:Superfic inj:0.077 Diagnosis:9ccs222:Perint jaund:0.072 Diagnosis:9ccs133:Oth low resp:0.069 Number of Visits:0.053 Vital: BP-avg5to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs145:Int obstruct:0.707 Diagnosis:9ccs214:GI cong anom:0.205 Diagnosis:9ccs209:Ot acq defor:-0.130 Newborn Diagnosis:9ccs217:Ot cong anom:-0.100 Diagnosis:9ccs213:Cardiac anom:-0.098 Diagnosis:9ccs113:Late eff CVD:0.079 Diagnosis:9ccs159:UTI:0.077 Diagnosis:9ccs94:Other ear dx:0.063 Diagnosis:9ccs74:Ot mentl cnd:-0.061 Diagnosis:9ccs217:Ot cong anom:-0.061 Newborn Diagnosis:9ccs220:Birth asphyx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs220:Birth asphyx:1.000 Diagnosis:9ccs219:Low birth wt:0.136 Diagnosis:9ccs239:Superfic inj:0.110 Newborn Diagnosis:9ccs219:Low birth wt:0.064 Newborn Diagnosis:9ccs256:Exam/eval:0.062 Diagnosis:9ccs122:Pneumonia:0.057 Diagnosis:9ccs256:Exam/eval:0.055 Diagnosis:9ccs253:Allergy:0.035 Diagnosis:9ccs7:Viral infect:-0.029 Diagnosis:9ccs126:Ot up rsp in:0.021 Diagnosis:9ccs2619:e codes: other specified- nec | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2619:e codes: other specified- nec:1.000 Diagnosis:9ccs228:Fx skull fac:1.000 Diagnosis:9ccs147:Anal/rectal:0.249 Diagnosis:9ccs258:Other screen:0.178 Diagnosis:9ccs256:Exam/eval:0.085 Diagnosis:9ccs136:Teeth dx:0.084 Diagnosis:9ccs239:Superfic inj:0.077 Diagnosis:9ccs222:Perint jaund:0.072 Diagnosis:9ccs133:Oth low resp:0.069 Number of Visits:0.053 Newborn Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs58:Ot nutrit dx:1.000 Newborn Diagnosis:9ccs59:Anemia:1.000 Lab:296169 RETICULOCYTE COUNT- LMC:-0.707 Diagnosis:9ccs238:Complic proc:0.447 Diagnosis:9ccs83:Epilepsy/cnv:0.241 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.163 Diagnosis:9ccs138:Esophgeal dx:0.131 Diagnosis:9ccs224:Ot perint dx:0.130 Diagnosis:9ccs250:Nausea/vomit:0.103 Diagnosis:9ccs159:UTI:0.103 Vital: BP-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs168:PID:-0.251 Diagnosis:9ccs63:Wht blood dx:-0.251 Diagnosis:9ccs217:Ot cong anom:-0.061 Diagnosis:9ccs239:Superfic inj:0.060 Diagnosis:9ccs96:Hrt valve dx:-0.060 Diagnosis:9ccs222:Perint jaund:-0.057 Diagnosis:9ccs90:Eye infectn:-0.040 Diagnosis:9ccs155:Other GI dx:0.039 Diagnosis:9ccs126:Ot up rsp in:-0.039 MatDeliveryAge:0.035 Newborn Diagnosis:9ccs5:HIV infectn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs5:HIV infectn:1.000 Diagnosis:9ccs216:Nerv cong an:0.353 Diagnosis:9ccs257:Ot aftercare:0.028 Diagnosis:9ccs253:Allergy:0.025 MatDeliveryAge:-0.023 Diagnosis:9ccs92:Otitis media:-0.021 Diagnosis:9ccs7:Viral infect:-0.021 Newborn Diagnosis:9ccs224:Ot perint dx:-0.015 Diagnosis:9ccs126:Ot up rsp in:0.015 Diagnosis:9ccs200:Oth skin dx:-0.015 Diagnosis:9ccs233:Intracrn inj | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs233:Intracrn inj:1.000 Diagnosis:9ccs2:Septicemia:0.408 Diagnosis:9ccs83:Epilepsy/cnv:0.241 Diagnosis:9ccs89:Blindness:0.172 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.104 Diagnosis:9ccs250:Nausea/vomit:0.103 Diagnosis:9ccs122:Pneumonia:0.087 Diagnosis:9ccs91:Other eye dx:0.081 Diagnosis:9ccs74:Ot mentl cnd:0.079 Diagnosis:9ccs125:Bronchitis:0.044 Diagnosis:9ccs118:Phlebitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs118:Phlebitis:1.000 Diagnosis:9ccs216:Nerv cong an:0.353 Newborn Diagnosis:9ccs96:Hrt valve dx:0.266 Diagnosis:9ccs83:Epilepsy/cnv:0.241 Diagnosis:9ccs211:Ot conn tiss:0.222 Diagnosis:9ccs143:Abdom hernia:0.141 Diagnosis:9ccs127:COPD:0.111 Diagnosis:9ccs113:Late eff CVD:0.106 Diagnosis:9ccs122:Pneumonia:0.087 Diagnosis:9ccs134:Ot uppr resp:0.085 Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs221:Resp distres:1.000 Diagnosis:9ccs128:Asthma:0.095 Diagnosis:9ccs122:Pneumonia:0.087 Diagnosis:9ccs133:Oth low resp:0.069 Diagnosis:9ccs135:Intest infct:0.044 Diagnosis:9ccs7:Viral infect:0.028 Diagnosis:9ccs92:Otitis media:0.028 Diagnosis:9ccs253:Allergy:0.025 Diagnosis:9ccs257:Ot aftercare:-0.021 Number of Visits:0.017 Vital: HC Percentile-avg16to19 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:10ccs238:Complic proc:0.267 Diagnosis:9ccs2604:E Codes: Fire/burn:0.267 Diagnosis:9ccs138:Esophgeal dx:-0.109 Diagnosis:9ccs204:Ot joint dx:0.101 Diagnosis:9ccs242:Poisn ot med:0.101 Diagnosis:9ccs251:Abdomnl pain:0.074 Diagnosis:9ccs167:Breast dx:0.072 Diagnosis:9ccs256:Exam/eval:0.049 Diagnosis:9ccs59:Anemia:-0.048 Diagnosis:9ccs239:Superfic inj:0.045 Newborn Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs58:Ot nutrit dx:1.000 Newborn Diagnosis:9ccs59:Anemia:1.000 Lab:296169 RETICULOCYTE COUNT- LMC:-0.707 Diagnosis:9ccs238:Complic proc:0.447 Diagnosis:9ccs83:Epilepsy/cnv:0.241 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.163 Diagnosis:9ccs138:Esophgeal dx:0.131 Diagnosis:9ccs224:Ot perint dx:0.130 Diagnosis:9ccs250:Nausea/vomit:0.103 Diagnosis:9ccs159:UTI:0.103 Diagnosis:9ccs210:SLE | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs210:SLE:1.000 Diagnosis:9ccs52:Nutrit defic:0.500 Diagnosis:9ccs62:Coag/hemr dx:0.447 Diagnosis:9ccs212:Ot bone dx:0.288 Diagnosis:9ccs89:Blindness:0.172 Diagnosis:9ccs198:Ot infl skin:0.067 Diagnosis:9ccs10:Immuniz/scrn:-0.053 Diagnosis:9ccs90:Eye infectn:0.044 Diagnosis:9ccs200:Oth skin dx:0.040 Diagnosis:9ccs7:Viral infect:0.028 Diagnosis:9ccs230:Fx leg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs230:Fx leg:1.000 Diagnosis:9ccs62:Coag/hemr dx:0.447 Diagnosis:9ccs134:Ot uppr resp:0.085 Diagnosis:9ccs239:Superfic inj:0.077 Diagnosis:9ccs133:Oth low resp:0.069 Diagnosis:9ccs125:Bronchitis:0.044 Diagnosis:9ccs253:Allergy:-0.024 Diagnosis:9ccs92:Otitis media:-0.021 Diagnosis:9ccs257:Ot aftercare:-0.021 Diagnosis:9ccs7:Viral infect:-0.021 Newborn Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs155:Other GI dx:1.000 Diagnosis:9ccs255:Social admin:-0.108 Diagnosis:9ccs10:Immuniz/scrn:-0.053 Diagnosis:9ccs126:Ot up rsp in:-0.040 Newborn Diagnosis:9ccs224:Ot perint dx:0.038 Diagnosis:9ccs253:Allergy:-0.024 Diagnosis:9ccs92:Otitis media:-0.021 Diagnosis:9ccs257:Ot aftercare:-0.021 Diagnosis:9ccs7:Viral infect:-0.021 Diagnosis:9ccs200:Oth skin dx:-0.015 Diagnosis:10ccs238:Complic proc | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:10ccs238:Complic proc:1.000 Diagnosis:9ccs2604:E Codes: Fire/burn:1.000 Diagnosis:9ccs204:Ot joint dx:0.377 Diagnosis:9ccs242:Poisn ot med:0.377 Diagnosis:9ccs251:Abdomnl pain:0.276 Diagnosis:9ccs167:Breast dx:0.266 Diagnosis:9ccs59:Anemia:0.083 Diagnosis:9ccs197:Skin infectn:0.073 Diagnosis:9ccs222:Perint jaund:0.072 Diagnosis:9ccs135:Intest infct:0.044 Newborn Diagnosis:9ccs197:Skin infectn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs197:Skin infectn:1.000 Diagnosis:9ccs209:Ot acq defor:0.181 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs198:Ot infl skin:0.067 Diagnosis:9ccs135:Intest infct:0.044 Diagnosis:9ccs155:Other GI dx:0.041 MatDeliveryAge:-0.031 Diagnosis:9ccs7:Viral infect:0.028 Diagnosis:9ccs253:Allergy:0.025 Diagnosis:9ccs92:Otitis media:-0.021 Diagnosis:9ccs106:Dysrhythmia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs106:Dysrhythmia:1.000 Diagnosis:9ccs105:Conduction:0.707 Lab:292495 LEAD LEVEL - Sunrise:-0.190 Diagnosis:9ccs219:Low birth wt:0.136 Diagnosis:9ccs124:Tonsillitis:0.124 Diagnosis:9ccs47:Ot bnign neo:0.112 Diagnosis:9ccs213:Cardiac anom:0.092 Diagnosis:9ccs125:Bronchitis:0.062 Diagnosis:9ccs128:Asthma:0.062 Diagnosis:9ccs122:Pneumonia:0.057 Diagnosis:9ccs196:Nml preg/del | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs196:Nml preg/del:1.000 Diagnosis:9ccs2603:E Codes: Fall:0.120 Diagnosis:9ccs197:Skin infectn:0.046 Diagnosis:9ccs198:Ot infl skin:0.041 Diagnosis:9ccs7:Viral infect:0.040 Diagnosis:9ccs92:Otitis media:0.039 Diagnosis:9ccs253:Allergy:-0.034 Diagnosis:9ccs257:Ot aftercare:-0.030 Number of Visits:0.028 Newborn Diagnosis:9ccs224:Ot perint dx:-0.022 Vital: BP-avg10to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs212:Ot bone dx:0.205 Diagnosis:9ccs0:No DX:0.079 Diagnosis:9ccs128:Asthma:0.071 MatDeliveryAge:0.067 Diagnosis:9ccs197:Skin infectn:0.057 Diagnosis:9ccs125:Bronchitis:0.041 Newborn Diagnosis:9ccs224:Ot perint dx:-0.038 Diagnosis:9ccs7:Viral infect:0.035 Diagnosis:9ccs257:Ot aftercare:0.035 Number of Visits:0.028 Lab:306025 PPD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Lab:306025 PPD:1.000 Diagnosis:9ccs61:Sickle cell:0.272 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.135 Newborn Diagnosis:9ccs256:Exam/eval:0.082 Diagnosis:9ccs134:Ot uppr resp:0.075 Diagnosis:9ccs59:Anemia:0.073 Newborn Diagnosis:9ccs222:Perint jaund:-0.066 Diagnosis:9ccs213:Cardiac anom:-0.064 Diagnosis:9ccs138:Esophgeal dx:-0.063 Diagnosis:9ccs198:Ot infl skin:0.062 Diagnosis:9ccs145:Int obstruct | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs145:Int obstruct:1.000 Diagnosis:9ccs214:GI cong anom:0.288 Diagnosis:9ccs113:Late eff CVD:0.106 Diagnosis:9ccs159:UTI:0.103 Diagnosis:9ccs94:Other ear dx:0.082 Diagnosis:9ccs239:Superfic inj:0.077 Diagnosis:9ccs151:Oth liver dx:0.073 Diagnosis:9ccs4:Mycoses:0.071 Diagnosis:9ccs198:Ot infl skin:0.067 Diagnosis:9ccs200:Oth skin dx:0.040 Diagnosis:9ccs199:Ulcer skin | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs199:Ulcer skin:1.000 Diagnosis:9ccs214:GI cong anom:0.288 Diagnosis:9ccs250:Nausea/vomit:0.103 Diagnosis:9ccs134:Ot uppr resp:0.085 Diagnosis:9ccs256:Exam/eval:0.085 Diagnosis:9ccs136:Teeth dx:0.084 Diagnosis:9ccs91:Other eye dx:0.081 Diagnosis:9ccs239:Superfic inj:0.077 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs4:Mycoses:0.071 Newborn Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs133:Oth low resp:1.000 Diagnosis:9ccs159:UTI:0.103 Newborn Diagnosis:9ccs256:Exam/eval:0.095 Diagnosis:9ccs135:Intest infct:0.044 Diagnosis:9ccs125:Bronchitis:0.044 Newborn Diagnosis:9ccs224:Ot perint dx:0.038 Diagnosis:9ccs257:Ot aftercare:0.028 Diagnosis:9ccs92:Otitis media:0.028 Diagnosis:9ccs253:Allergy:-0.024 Diagnosis:9ccs7:Viral infect:-0.021 Diagnosis:9ccs2604:E Codes: Fire/burn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:10ccs238:Complic proc:1.000 Diagnosis:9ccs2604:E Codes: Fire/burn:1.000 Diagnosis:9ccs204:Ot joint dx:0.377 Diagnosis:9ccs242:Poisn ot med:0.377 Diagnosis:9ccs251:Abdomnl pain:0.276 Diagnosis:9ccs167:Breast dx:0.266 Diagnosis:9ccs59:Anemia:0.083 Diagnosis:9ccs197:Skin infectn:0.073 Diagnosis:9ccs222:Perint jaund:0.072 Diagnosis:9ccs135:Intest infct:0.044 Diagnosis:9ccs16:Liver/ibd ca | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs16:Liver/ibd ca:1.000 Newborn Diagnosis:9ccs216:Nerv cong an:0.707 Newborn Diagnosis:9ccs95:Oth nerv dx:0.447 Diagnosis:9ccs216:Nerv cong an:0.353 Diagnosis:9ccs250:Nausea/vomit:0.103 Diagnosis:9ccs155:Other GI dx:0.041 Newborn Diagnosis:9ccs224:Ot perint dx:0.038 Diagnosis:9ccs253:Allergy:-0.024 Diagnosis:9ccs92:Otitis media:-0.021 Diagnosis:9ccs257:Ot aftercare:-0.021 Vital : 0.945321571002 Number of Visits : 0.00895940584829 MatDeliveryAge : 0.00892237750444 Diagnosis : 0.0296204418278 Lab : 0.00263127059721 Newborn Diagnosis : 0.00454493322078 Time to run analysis 0:13:37.245989 Total Time elapsed 13:47:23.703250 ----------------------------------------------------- girls no_min no_wt_bmi lasso regression Running batch 1 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 8, alpha = 0.001, R^2 train: 0.897, R^2 test: -1.981 Bootstrap CV 8, alpha = 0.005, R^2 train: 0.668, R^2 test: -0.466 Bootstrap CV 8, alpha = 0.01, R^2 train: 0.532, R^2 test: -0.266 Bootstrap CV 8, alpha = 0.1, R^2 train: 0.115, R^2 test: 0.034 best alpha via bootstrap CV: 0.1 AUC Train: 0.744, Explained Variance Score Train: 0.115 AUC Validation: 0.604, Explained Variance Score Validation: 0.046 AUC Test: 0.605, Explained Variance Score Test: 0.032
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 7, alpha = 0.001, R^2 train: 0.885, R^2 test: -1.120 Bootstrap CV 7, alpha = 0.005, R^2 train: 0.687, R^2 test: -0.222 Bootstrap CV 7, alpha = 0.01, R^2 train: 0.556, R^2 test: -0.062 Bootstrap CV 7, alpha = 0.1, R^2 train: 0.040, R^2 test: -0.027 best alpha via bootstrap CV: 0.1 AUC Train: 0.670, Explained Variance Score Train: 0.040 AUC Validation: 0.507, Explained Variance Score Validation: -0.017 AUC Test: 0.520, Explained Variance Score Test: -0.004 Bootstrap CV 3, alpha = 0.001, R^2 train: 0.878, R^2 test: -1.518 Bootstrap CV 3, alpha = 0.005, R^2 train: 0.707, R^2 test: -0.549 Bootstrap CV 3, alpha = 0.01, R^2 train: 0.539, R^2 test: -0.317 Bootstrap CV 3, alpha = 0.1, R^2 train: 0.054, R^2 test: -0.003 best alpha via bootstrap CV: 0.1 AUC Train: 0.683, Explained Variance Score Train: 0.054 AUC Validation: 0.555, Explained Variance Score Validation: -0.003 AUC Test: 0.622, Explained Variance Score Test: 0.034 Bootstrap CV 10, alpha = 0.001, R^2 train: 0.883, R^2 test: -2.576 Bootstrap CV 10, alpha = 0.005, R^2 train: 0.702, R^2 test: -1.231 Bootstrap CV 10, alpha = 0.01, R^2 train: 0.583, R^2 test: -0.680 Bootstrap CV 10, alpha = 0.1, R^2 train: 0.112, R^2 test: -0.105 best alpha via bootstrap CV: 0.1 AUC Train: 0.685, Explained Variance Score Train: 0.112 AUC Validation: 0.505, Explained Variance Score Validation: -0.041 AUC Test: 0.584, Explained Variance Score Test: 0.023 Bootstrap CV 11, alpha = 0.001, R^2 train: 0.832, R^2 test: -2.240 Bootstrap CV 11, alpha = 0.005, R^2 train: 0.655, R^2 test: -0.725 Bootstrap CV 11, alpha = 0.01, R^2 train: 0.519, R^2 test: -0.445 Bootstrap CV 11, alpha = 0.1, R^2 train: 0.028, R^2 test: -0.011 best alpha via bootstrap CV: 0.1 AUC Train: 0.651, Explained Variance Score Train: 0.028 AUC Validation: 0.542, Explained Variance Score Validation: 0.001 AUC Test: 0.611, Explained Variance Score Test: 0.012 Bootstrap CV 0, alpha = 0.001, R^2 train: 0.927, R^2 test: -3.778 Bootstrap CV 0, alpha = 0.005, R^2 train: 0.744, R^2 test: -1.225 Bootstrap CV 0, alpha = 0.01, R^2 train: 0.582, R^2 test: -0.569 Bootstrap CV 0, alpha = 0.1, R^2 train: 0.031, R^2 test: -0.007 best alpha via bootstrap CV: 0.1 AUC Train: 0.627, Explained Variance Score Train: 0.031 AUC Validation: 0.628, Explained Variance Score Validation: 0.022 AUC Test: 0.561, Explained Variance Score Test: 0.000 Bootstrap CV 12, alpha = 0.001, R^2 train: 0.920, R^2 test: -3.154 Bootstrap CV 12, alpha = 0.005, R^2 train: 0.738, R^2 test: -0.930 Bootstrap CV 12, alpha = 0.01, R^2 train: 0.566, R^2 test: -0.454 Bootstrap CV 12, alpha = 0.1, R^2 train: 0.094, R^2 test: -0.077 best alpha via bootstrap CV: 0.1 AUC Train: 0.687, Explained Variance Score Train: 0.094 AUC Validation: 0.537, Explained Variance Score Validation: -0.039 AUC Test: 0.543, Explained Variance Score Test: 0.004 Bootstrap CV 9, alpha = 0.001, R^2 train: 0.884, R^2 test: -1.192 Bootstrap CV 9, alpha = 0.005, R^2 train: 0.711, R^2 test: -0.477 Bootstrap CV 9, alpha = 0.01, R^2 train: 0.584, R^2 test: -0.212 Bootstrap CV 9, alpha = 0.1, R^2 train: 0.001, R^2 test: -0.019 best alpha via bootstrap CV: 0.1 AUC Train: 0.679, Explained Variance Score Train: 0.001 AUC Validation: 0.492, Explained Variance Score Validation: 0.000 AUC Test: 0.545, Explained Variance Score Test: 0.000 Bootstrap CV 4, alpha = 0.001, R^2 train: 0.934, R^2 test: -3.243 Bootstrap CV 4, alpha = 0.005, R^2 train: 0.750, R^2 test: -1.269 Bootstrap CV 4, alpha = 0.01, R^2 train: 0.588, R^2 test: -0.739 Bootstrap CV 4, alpha = 0.1, R^2 train: 0.063, R^2 test: -0.134 best alpha via bootstrap CV: 0.1 AUC Train: 0.683, Explained Variance Score Train: 0.063 AUC Validation: 0.369, Explained Variance Score Validation: -0.070 AUC Test: 0.507, Explained Variance Score Test: -0.001 Bootstrap CV 15, alpha = 0.001, R^2 train: 0.919, R^2 test: -1.208 Bootstrap CV 15, alpha = 0.005, R^2 train: 0.714, R^2 test: -0.459 Bootstrap CV 15, alpha = 0.01, R^2 train: 0.567, R^2 test: -0.207 Bootstrap CV 15, alpha = 0.1, R^2 train: 0.105, R^2 test: 0.028 best alpha via bootstrap CV: 0.1 AUC Train: 0.704, Explained Variance Score Train: 0.105 AUC Validation: 0.674, Explained Variance Score Validation: 0.043 AUC Test: 0.614, Explained Variance Score Test: 0.050 Bootstrap CV 6, alpha = 0.001, R^2 train: 0.881, R^2 test: -3.289 Bootstrap CV 6, alpha = 0.005, R^2 train: 0.643, R^2 test: -0.961 Bootstrap CV 6, alpha = 0.01, R^2 train: 0.491, R^2 test: -0.597 Bootstrap CV 6, alpha = 0.1, R^2 train: 0.032, R^2 test: -0.075 best alpha via bootstrap CV: 0.1 AUC Train: 0.675, Explained Variance Score Train: 0.032 AUC Validation: 0.601, Explained Variance Score Validation: -0.011 AUC Test: 0.552, Explained Variance Score Test: 0.008 Bootstrap CV 2, alpha = 0.001, R^2 train: 0.869, R^2 test: -1.650 Bootstrap CV 2, alpha = 0.005, R^2 train: 0.632, R^2 test: -0.692 Bootstrap CV 2, alpha = 0.01, R^2 train: 0.497, R^2 test: -0.435 Bootstrap CV 2, alpha = 0.1, R^2 train: 0.085, R^2 test: -0.058 best alpha via bootstrap CV: 0.1 AUC Train: 0.705, Explained Variance Score Train: 0.085 AUC Validation: 0.565, Explained Variance Score Validation: -0.050 AUC Test: 0.555, Explained Variance Score Test: 0.002 Bootstrap CV 14, alpha = 0.001, R^2 train: 0.805, R^2 test: -1.558 Bootstrap CV 14, alpha = 0.005, R^2 train: 0.594, R^2 test: -0.264 Bootstrap CV 14, alpha = 0.01, R^2 train: 0.480, R^2 test: -0.138 Bootstrap CV 14, alpha = 0.1, R^2 train: 0.025, R^2 test: -0.010 best alpha via bootstrap CV: 0.1 AUC Train: 0.682, Explained Variance Score Train: 0.025 AUC Validation: 0.428, Explained Variance Score Validation: -0.009 AUC Test: 0.591, Explained Variance Score Test: 0.014 Bootstrap CV 5, alpha = 0.001, R^2 train: 0.875, R^2 test: -2.607 Bootstrap CV 5, alpha = 0.005, R^2 train: 0.701, R^2 test: -0.663 Bootstrap CV 5, alpha = 0.01, R^2 train: 0.584, R^2 test: -0.438 Bootstrap CV 5, alpha = 0.1, R^2 train: 0.036, R^2 test: -0.024 best alpha via bootstrap CV: 0.1 AUC Train: 0.643, Explained Variance Score Train: 0.036 AUC Validation: 0.530, Explained Variance Score Validation: -0.018 AUC Test: 0.605, Explained Variance Score Test: 0.029 Bootstrap CV 1, alpha = 0.001, R^2 train: 0.923, R^2 test: -0.951 Bootstrap CV 1, alpha = 0.005, R^2 train: 0.760, R^2 test: -0.411 Bootstrap CV 1, alpha = 0.01, R^2 train: 0.607, R^2 test: -0.279 Bootstrap CV 1, alpha = 0.1, R^2 train: 0.145, R^2 test: -0.007 best alpha via bootstrap CV: 0.1 AUC Train: 0.655, Explained Variance Score Train: 0.145 AUC Validation: 0.614, Explained Variance Score Validation: 0.001 AUC Test: 0.580, Explained Variance Score Test: 0.039 Bootstrap CV 13, alpha = 0.001, R^2 train: 0.846, R^2 test: -0.690 Bootstrap CV 13, alpha = 0.005, R^2 train: 0.644, R^2 test: -0.116 Bootstrap CV 13, alpha = 0.01, R^2 train: 0.500, R^2 test: -0.109 Bootstrap CV 13, alpha = 0.1, R^2 train: 0.068, R^2 test: -0.018 best alpha via bootstrap CV: 0.1 AUC Train: 0.705, Explained Variance Score Train: 0.068 AUC Validation: 0.442, Explained Variance Score Validation: -0.008 AUC Test: 0.504, Explained Variance Score Test: -0.003 Running batch 2 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 22, alpha = 0.001, R^2 train: 0.747, R^2 test: -0.863 Bootstrap CV 22, alpha = 0.005, R^2 train: 0.545, R^2 test: -0.163 Bootstrap CV 22, alpha = 0.01, R^2 train: 0.426, R^2 test: -0.110 Bootstrap CV 22, alpha = 0.1, R^2 train: 0.000, R^2 test: -0.014 best alpha via bootstrap CV: 0.1 AUC Train: 0.500, Explained Variance Score Train: 0.000 AUC Validation: 0.500, Explained Variance Score Validation: 0.000 AUC Test: 0.500, Explained Variance Score Test: 0.000 Bootstrap CV 23, alpha = 0.001, R^2 train: 0.867, R^2 test: -3.638 Bootstrap CV 23, alpha = 0.005, R^2 train: 0.601, R^2 test: -0.778 Bootstrap CV 23, alpha = 0.01, R^2 train: 0.454, R^2 test: -0.408 Bootstrap CV 23, alpha = 0.1, R^2 train: 0.008, R^2 test: -0.006 best alpha via bootstrap CV: 0.1 AUC Train: 0.665, Explained Variance Score Train: 0.008 AUC Validation: 0.542, Explained Variance Score Validation: -0.006 AUC Test: 0.512, Explained Variance Score Test: -0.002
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 16, alpha = 0.001, R^2 train: 0.856, R^2 test: -2.354 Bootstrap CV 16, alpha = 0.005, R^2 train: 0.604, R^2 test: -0.478 Bootstrap CV 16, alpha = 0.01, R^2 train: 0.475, R^2 test: -0.166 Bootstrap CV 16, alpha = 0.1, R^2 train: 0.016, R^2 test: 0.005 best alpha via bootstrap CV: 0.1 AUC Train: 0.653, Explained Variance Score Train: 0.016 AUC Validation: 0.612, Explained Variance Score Validation: 0.005 AUC Test: 0.557, Explained Variance Score Test: 0.003
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 25, alpha = 0.001, R^2 train: 0.891, R^2 test: -2.810 Bootstrap CV 25, alpha = 0.005, R^2 train: 0.698, R^2 test: -1.014 Bootstrap CV 25, alpha = 0.01, R^2 train: 0.517, R^2 test: -0.617 Bootstrap CV 25, alpha = 0.1, R^2 train: 0.087, R^2 test: -0.033 best alpha via bootstrap CV: 0.1 AUC Train: 0.693, Explained Variance Score Train: 0.087 AUC Validation: 0.490, Explained Variance Score Validation: -0.032 AUC Test: 0.573, Explained Variance Score Test: 0.029 Bootstrap CV 18, alpha = 0.001, R^2 train: 0.874, R^2 test: -1.391 Bootstrap CV 18, alpha = 0.005, R^2 train: 0.668, R^2 test: -0.479 Bootstrap CV 18, alpha = 0.01, R^2 train: 0.491, R^2 test: -0.362 Bootstrap CV 18, alpha = 0.1, R^2 train: 0.037, R^2 test: -0.102 best alpha via bootstrap CV: 0.1 AUC Train: 0.693, Explained Variance Score Train: 0.037 AUC Validation: 0.478, Explained Variance Score Validation: -0.016 AUC Test: 0.562, Explained Variance Score Test: 0.017 Bootstrap CV 20, alpha = 0.001, R^2 train: 0.864, R^2 test: -1.687 Bootstrap CV 20, alpha = 0.005, R^2 train: 0.685, R^2 test: -0.460 Bootstrap CV 20, alpha = 0.01, R^2 train: 0.588, R^2 test: -0.218 Bootstrap CV 20, alpha = 0.1, R^2 train: 0.064, R^2 test: 0.009 best alpha via bootstrap CV: 0.1 AUC Train: 0.726, Explained Variance Score Train: 0.064 AUC Validation: 0.612, Explained Variance Score Validation: 0.012 AUC Test: 0.599, Explained Variance Score Test: 0.030 Bootstrap CV 26, alpha = 0.001, R^2 train: 0.756, R^2 test: -1.355 Bootstrap CV 26, alpha = 0.005, R^2 train: 0.560, R^2 test: -0.294 Bootstrap CV 26, alpha = 0.01, R^2 train: 0.431, R^2 test: -0.101 Bootstrap CV 26, alpha = 0.1, R^2 train: 0.043, R^2 test: 0.030 best alpha via bootstrap CV: 0.1 AUC Train: 0.710, Explained Variance Score Train: 0.043 AUC Validation: 0.595, Explained Variance Score Validation: 0.030 AUC Test: 0.587, Explained Variance Score Test: 0.018 Bootstrap CV 19, alpha = 0.001, R^2 train: 0.883, R^2 test: -0.711 Bootstrap CV 19, alpha = 0.005, R^2 train: 0.719, R^2 test: -0.330 Bootstrap CV 19, alpha = 0.01, R^2 train: 0.586, R^2 test: -0.207 Bootstrap CV 19, alpha = 0.1, R^2 train: 0.058, R^2 test: -0.001 best alpha via bootstrap CV: 0.1 AUC Train: 0.712, Explained Variance Score Train: 0.058 AUC Validation: 0.613, Explained Variance Score Validation: 0.007 AUC Test: 0.584, Explained Variance Score Test: 0.017 Bootstrap CV 30, alpha = 0.001, R^2 train: 0.900, R^2 test: -2.797 Bootstrap CV 30, alpha = 0.005, R^2 train: 0.706, R^2 test: -0.595 Bootstrap CV 30, alpha = 0.01, R^2 train: 0.590, R^2 test: -0.334 Bootstrap CV 30, alpha = 0.1, R^2 train: 0.110, R^2 test: -0.055 best alpha via bootstrap CV: 0.1 AUC Train: 0.697, Explained Variance Score Train: 0.110 AUC Validation: 0.398, Explained Variance Score Validation: -0.030 AUC Test: 0.602, Explained Variance Score Test: 0.039 Bootstrap CV 28, alpha = 0.001, R^2 train: 0.890, R^2 test: -4.250 Bootstrap CV 28, alpha = 0.005, R^2 train: 0.676, R^2 test: -0.918 Bootstrap CV 28, alpha = 0.01, R^2 train: 0.529, R^2 test: -0.440 Bootstrap CV 28, alpha = 0.1, R^2 train: 0.076, R^2 test: -0.000 best alpha via bootstrap CV: 0.1 AUC Train: 0.688, Explained Variance Score Train: 0.076 AUC Validation: 0.570, Explained Variance Score Validation: 0.016 AUC Test: 0.555, Explained Variance Score Test: 0.008 Bootstrap CV 31, alpha = 0.001, R^2 train: 0.814, R^2 test: -1.672 Bootstrap CV 31, alpha = 0.005, R^2 train: 0.636, R^2 test: -0.578 Bootstrap CV 31, alpha = 0.01, R^2 train: 0.466, R^2 test: -0.299 Bootstrap CV 31, alpha = 0.1, R^2 train: 0.052, R^2 test: 0.045 best alpha via bootstrap CV: 0.1 AUC Train: 0.554, Explained Variance Score Train: 0.052 AUC Validation: 0.682, Explained Variance Score Validation: 0.045 AUC Test: 0.599, Explained Variance Score Test: 0.040 Bootstrap CV 29, alpha = 0.001, R^2 train: 0.875, R^2 test: -5.421 Bootstrap CV 29, alpha = 0.005, R^2 train: 0.688, R^2 test: -1.492 Bootstrap CV 29, alpha = 0.01, R^2 train: 0.577, R^2 test: -0.861 Bootstrap CV 29, alpha = 0.1, R^2 train: 0.131, R^2 test: -0.064 best alpha via bootstrap CV: 0.1 AUC Train: 0.777, Explained Variance Score Train: 0.131 AUC Validation: 0.631, Explained Variance Score Validation: -0.041 AUC Test: 0.607, Explained Variance Score Test: -0.002 Bootstrap CV 27, alpha = 0.001, R^2 train: 0.907, R^2 test: -6.413 Bootstrap CV 27, alpha = 0.005, R^2 train: 0.715, R^2 test: -1.631 Bootstrap CV 27, alpha = 0.01, R^2 train: 0.577, R^2 test: -0.634 Bootstrap CV 27, alpha = 0.1, R^2 train: 0.042, R^2 test: -0.016 best alpha via bootstrap CV: 0.1 AUC Train: 0.673, Explained Variance Score Train: 0.042 AUC Validation: 0.528, Explained Variance Score Validation: -0.005 AUC Test: 0.494, Explained Variance Score Test: -0.004 Bootstrap CV 17, alpha = 0.001, R^2 train: 0.887, R^2 test: -5.004 Bootstrap CV 17, alpha = 0.005, R^2 train: 0.686, R^2 test: -1.132 Bootstrap CV 17, alpha = 0.01, R^2 train: 0.523, R^2 test: -0.537 Bootstrap CV 17, alpha = 0.1, R^2 train: 0.045, R^2 test: -0.032 best alpha via bootstrap CV: 0.1 AUC Train: 0.684, Explained Variance Score Train: 0.045 AUC Validation: 0.512, Explained Variance Score Validation: -0.029 AUC Test: 0.485, Explained Variance Score Test: -0.012 Bootstrap CV 21, alpha = 0.001, R^2 train: 0.898, R^2 test: -3.276 Bootstrap CV 21, alpha = 0.005, R^2 train: 0.741, R^2 test: -1.365 Bootstrap CV 21, alpha = 0.01, R^2 train: 0.602, R^2 test: -0.656 Bootstrap CV 21, alpha = 0.1, R^2 train: 0.019, R^2 test: 0.005 best alpha via bootstrap CV: 0.1 AUC Train: 0.582, Explained Variance Score Train: 0.019 AUC Validation: 0.504, Explained Variance Score Validation: 0.007 AUC Test: 0.440, Explained Variance Score Test: -0.004 Bootstrap CV 24, alpha = 0.001, R^2 train: 0.877, R^2 test: -4.189 Bootstrap CV 24, alpha = 0.005, R^2 train: 0.715, R^2 test: -1.624 Bootstrap CV 24, alpha = 0.01, R^2 train: 0.590, R^2 test: -0.686 Bootstrap CV 24, alpha = 0.1, R^2 train: 0.021, R^2 test: -0.019 best alpha via bootstrap CV: 0.1 AUC Train: 0.588, Explained Variance Score Train: 0.021 AUC Validation: 0.486, Explained Variance Score Validation: -0.003 AUC Test: 0.587, Explained Variance Score Test: 0.006 Running batch 3 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 32, alpha = 0.001, R^2 train: 0.883, R^2 test: -0.506 Bootstrap CV 32, alpha = 0.005, R^2 train: 0.685, R^2 test: -0.108 Bootstrap CV 32, alpha = 0.01, R^2 train: 0.520, R^2 test: 0.025 Bootstrap CV 32, alpha = 0.1, R^2 train: 0.030, R^2 test: 0.015 best alpha via bootstrap CV: 0.1 AUC Train: 0.679, Explained Variance Score Train: 0.030 AUC Validation: 0.626, Explained Variance Score Validation: 0.016 AUC Test: 0.490, Explained Variance Score Test: -0.010 Bootstrap CV 39, alpha = 0.001, R^2 train: 0.782, R^2 test: -0.980 Bootstrap CV 39, alpha = 0.005, R^2 train: 0.593, R^2 test: -0.234 Bootstrap CV 39, alpha = 0.01, R^2 train: 0.448, R^2 test: -0.050 Bootstrap CV 39, alpha = 0.1, R^2 train: 0.051, R^2 test: -0.001 best alpha via bootstrap CV: 0.1 AUC Train: 0.713, Explained Variance Score Train: 0.051 AUC Validation: 0.600, Explained Variance Score Validation: 0.020 AUC Test: 0.563, Explained Variance Score Test: 0.018 Bootstrap CV 46, alpha = 0.001, R^2 train: 0.908, R^2 test: -1.399 Bootstrap CV 46, alpha = 0.005, R^2 train: 0.683, R^2 test: -0.266 Bootstrap CV 46, alpha = 0.01, R^2 train: 0.558, R^2 test: -0.085 Bootstrap CV 46, alpha = 0.1, R^2 train: 0.023, R^2 test: -0.009 best alpha via bootstrap CV: 0.1 AUC Train: 0.637, Explained Variance Score Train: 0.023 AUC Validation: 0.591, Explained Variance Score Validation: 0.016 AUC Test: 0.560, Explained Variance Score Test: 0.009 Bootstrap CV 38, alpha = 0.001, R^2 train: 0.909, R^2 test: -0.583 Bootstrap CV 38, alpha = 0.005, R^2 train: 0.665, R^2 test: -0.060 Bootstrap CV 38, alpha = 0.01, R^2 train: 0.513, R^2 test: 0.013 Bootstrap CV 38, alpha = 0.1, R^2 train: 0.038, R^2 test: 0.005 best alpha via bootstrap CV: 0.1 AUC Train: 0.668, Explained Variance Score Train: 0.038 AUC Validation: 0.592, Explained Variance Score Validation: 0.006 AUC Test: 0.529, Explained Variance Score Test: -0.001 Bootstrap CV 33, alpha = 0.001, R^2 train: 0.911, R^2 test: -1.991 Bootstrap CV 33, alpha = 0.005, R^2 train: 0.665, R^2 test: -0.336 Bootstrap CV 33, alpha = 0.01, R^2 train: 0.484, R^2 test: -0.043 Bootstrap CV 33, alpha = 0.1, R^2 train: 0.009, R^2 test: -0.011 best alpha via bootstrap CV: 0.1 AUC Train: 0.620, Explained Variance Score Train: 0.009 AUC Validation: 0.517, Explained Variance Score Validation: -0.001 AUC Test: 0.459, Explained Variance Score Test: -0.001 Bootstrap CV 43, alpha = 0.001, R^2 train: 0.916, R^2 test: -2.300 Bootstrap CV 43, alpha = 0.005, R^2 train: 0.697, R^2 test: -0.657 Bootstrap CV 43, alpha = 0.01, R^2 train: 0.561, R^2 test: -0.321 Bootstrap CV 43, alpha = 0.1, R^2 train: 0.001, R^2 test: -0.006 best alpha via bootstrap CV: 0.1 AUC Train: 0.533, Explained Variance Score Train: 0.001 AUC Validation: 0.442, Explained Variance Score Validation: 0.001 AUC Test: 0.510, Explained Variance Score Test: 0.000 Bootstrap CV 40, alpha = 0.001, R^2 train: 0.865, R^2 test: -0.947 Bootstrap CV 40, alpha = 0.005, R^2 train: 0.603, R^2 test: -0.427 Bootstrap CV 40, alpha = 0.01, R^2 train: 0.446, R^2 test: -0.273 Bootstrap CV 40, alpha = 0.1, R^2 train: 0.005, R^2 test: -0.001 best alpha via bootstrap CV: 0.1 AUC Train: 0.614, Explained Variance Score Train: 0.005 AUC Validation: 0.426, Explained Variance Score Validation: 0.001 AUC Test: 0.535, Explained Variance Score Test: 0.002 Bootstrap CV 34, alpha = 0.001, R^2 train: 0.936, R^2 test: -3.275 Bootstrap CV 34, alpha = 0.005, R^2 train: 0.724, R^2 test: -0.913 Bootstrap CV 34, alpha = 0.01, R^2 train: 0.594, R^2 test: -0.538 Bootstrap CV 34, alpha = 0.1, R^2 train: 0.083, R^2 test: -0.095 best alpha via bootstrap CV: 0.1 AUC Train: 0.773, Explained Variance Score Train: 0.083 AUC Validation: 0.519, Explained Variance Score Validation: -0.014 AUC Test: 0.561, Explained Variance Score Test: 0.018 Bootstrap CV 44, alpha = 0.001, R^2 train: 0.897, R^2 test: -2.993 Bootstrap CV 44, alpha = 0.005, R^2 train: 0.700, R^2 test: -0.943 Bootstrap CV 44, alpha = 0.01, R^2 train: 0.534, R^2 test: -0.429 Bootstrap CV 44, alpha = 0.1, R^2 train: 0.068, R^2 test: 0.025 best alpha via bootstrap CV: 0.1 AUC Train: 0.703, Explained Variance Score Train: 0.068 AUC Validation: 0.591, Explained Variance Score Validation: 0.031 AUC Test: 0.608, Explained Variance Score Test: 0.033 Bootstrap CV 42, alpha = 0.001, R^2 train: 0.897, R^2 test: -1.001 Bootstrap CV 42, alpha = 0.005, R^2 train: 0.676, R^2 test: -0.192 Bootstrap CV 42, alpha = 0.01, R^2 train: 0.512, R^2 test: -0.077 Bootstrap CV 42, alpha = 0.1, R^2 train: 0.076, R^2 test: 0.010 best alpha via bootstrap CV: 0.1 AUC Train: 0.705, Explained Variance Score Train: 0.076 AUC Validation: 0.563, Explained Variance Score Validation: 0.014 AUC Test: 0.629, Explained Variance Score Test: 0.024 Bootstrap CV 41, alpha = 0.001, R^2 train: 0.910, R^2 test: -2.754 Bootstrap CV 41, alpha = 0.005, R^2 train: 0.698, R^2 test: -1.195 Bootstrap CV 41, alpha = 0.01, R^2 train: 0.563, R^2 test: -0.711 Bootstrap CV 41, alpha = 0.1, R^2 train: 0.034, R^2 test: -0.033 best alpha via bootstrap CV: 0.1 AUC Train: 0.674, Explained Variance Score Train: 0.034 AUC Validation: 0.543, Explained Variance Score Validation: -0.021 AUC Test: 0.463, Explained Variance Score Test: -0.011 Bootstrap CV 45, alpha = 0.001, R^2 train: 0.903, R^2 test: -4.759 Bootstrap CV 45, alpha = 0.005, R^2 train: 0.717, R^2 test: -1.194 Bootstrap CV 45, alpha = 0.01, R^2 train: 0.585, R^2 test: -0.784 Bootstrap CV 45, alpha = 0.1, R^2 train: 0.053, R^2 test: -0.036 best alpha via bootstrap CV: 0.1 AUC Train: 0.679, Explained Variance Score Train: 0.053 AUC Validation: 0.471, Explained Variance Score Validation: -0.022 AUC Test: 0.581, Explained Variance Score Test: 0.015 Bootstrap CV 37, alpha = 0.001, R^2 train: 0.875, R^2 test: -2.956 Bootstrap CV 37, alpha = 0.005, R^2 train: 0.680, R^2 test: -0.649 Bootstrap CV 37, alpha = 0.01, R^2 train: 0.535, R^2 test: -0.321 Bootstrap CV 37, alpha = 0.1, R^2 train: 0.105, R^2 test: 0.001 best alpha via bootstrap CV: 0.1 AUC Train: 0.709, Explained Variance Score Train: 0.105 AUC Validation: 0.657, Explained Variance Score Validation: 0.021 AUC Test: 0.596, Explained Variance Score Test: 0.028 Bootstrap CV 47, alpha = 0.001, R^2 train: 0.866, R^2 test: -3.737 Bootstrap CV 47, alpha = 0.005, R^2 train: 0.642, R^2 test: -0.982 Bootstrap CV 47, alpha = 0.01, R^2 train: 0.501, R^2 test: -0.387 Bootstrap CV 47, alpha = 0.1, R^2 train: 0.049, R^2 test: -0.020 best alpha via bootstrap CV: 0.1 AUC Train: 0.702, Explained Variance Score Train: 0.049 AUC Validation: 0.480, Explained Variance Score Validation: -0.016 AUC Test: 0.509, Explained Variance Score Test: 0.012 Bootstrap CV 35, alpha = 0.001, R^2 train: 0.881, R^2 test: -2.881 Bootstrap CV 35, alpha = 0.005, R^2 train: 0.666, R^2 test: -0.856 Bootstrap CV 35, alpha = 0.01, R^2 train: 0.470, R^2 test: -0.221 Bootstrap CV 35, alpha = 0.1, R^2 train: 0.066, R^2 test: 0.025 best alpha via bootstrap CV: 0.1 AUC Train: 0.672, Explained Variance Score Train: 0.066 AUC Validation: 0.574, Explained Variance Score Validation: 0.026 AUC Test: 0.607, Explained Variance Score Test: 0.043 Bootstrap CV 36, alpha = 0.001, R^2 train: 0.873, R^2 test: -1.382 Bootstrap CV 36, alpha = 0.005, R^2 train: 0.668, R^2 test: -0.545 Bootstrap CV 36, alpha = 0.01, R^2 train: 0.539, R^2 test: -0.306 Bootstrap CV 36, alpha = 0.1, R^2 train: 0.053, R^2 test: -0.029 best alpha via bootstrap CV: 0.1 AUC Train: 0.537, Explained Variance Score Train: 0.053 AUC Validation: 0.430, Explained Variance Score Validation: -0.016 AUC Test: 0.548, Explained Variance Score Test: 0.005 Running batch 4 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 55, alpha = 0.001, R^2 train: 0.902, R^2 test: -3.298 Bootstrap CV 55, alpha = 0.005, R^2 train: 0.692, R^2 test: -0.789 Bootstrap CV 55, alpha = 0.01, R^2 train: 0.578, R^2 test: -0.515 Bootstrap CV 55, alpha = 0.1, R^2 train: 0.068, R^2 test: -0.013 best alpha via bootstrap CV: 0.1 AUC Train: 0.703, Explained Variance Score Train: 0.068 AUC Validation: 0.510, Explained Variance Score Validation: -0.003 AUC Test: 0.642, Explained Variance Score Test: 0.044 Bootstrap CV 51, alpha = 0.001, R^2 train: 0.890, R^2 test: -1.135 Bootstrap CV 51, alpha = 0.005, R^2 train: 0.704, R^2 test: -0.484 Bootstrap CV 51, alpha = 0.01, R^2 train: 0.531, R^2 test: -0.210 Bootstrap CV 51, alpha = 0.1, R^2 train: 0.022, R^2 test: -0.016 best alpha via bootstrap CV: 0.1 AUC Train: 0.618, Explained Variance Score Train: 0.022 AUC Validation: 0.475, Explained Variance Score Validation: -0.003 AUC Test: 0.536, Explained Variance Score Test: 0.007 Bootstrap CV 59, alpha = 0.001, R^2 train: 0.867, R^2 test: -1.942 Bootstrap CV 59, alpha = 0.005, R^2 train: 0.650, R^2 test: -0.407 Bootstrap CV 59, alpha = 0.01, R^2 train: 0.511, R^2 test: -0.118 Bootstrap CV 59, alpha = 0.1, R^2 train: 0.037, R^2 test: -0.038 best alpha via bootstrap CV: 0.1 AUC Train: 0.653, Explained Variance Score Train: 0.037 AUC Validation: 0.478, Explained Variance Score Validation: 0.005 AUC Test: 0.532, Explained Variance Score Test: 0.003
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 52, alpha = 0.001, R^2 train: 0.898, R^2 test: -5.320 Bootstrap CV 52, alpha = 0.005, R^2 train: 0.698, R^2 test: -1.777 Bootstrap CV 52, alpha = 0.01, R^2 train: 0.521, R^2 test: -0.780 Bootstrap CV 52, alpha = 0.1, R^2 train: 0.084, R^2 test: -0.053 best alpha via bootstrap CV: 0.1 AUC Train: 0.640, Explained Variance Score Train: 0.084 AUC Validation: 0.532, Explained Variance Score Validation: -0.034 AUC Test: 0.550, Explained Variance Score Test: -0.021 Bootstrap CV 49, alpha = 0.001, R^2 train: 0.879, R^2 test: -1.391 Bootstrap CV 49, alpha = 0.005, R^2 train: 0.681, R^2 test: -0.520 Bootstrap CV 49, alpha = 0.01, R^2 train: 0.528, R^2 test: -0.235 Bootstrap CV 49, alpha = 0.1, R^2 train: 0.033, R^2 test: 0.004 best alpha via bootstrap CV: 0.1 AUC Train: 0.704, Explained Variance Score Train: 0.033 AUC Validation: 0.578, Explained Variance Score Validation: 0.021 AUC Test: 0.540, Explained Variance Score Test: 0.015
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 58, alpha = 0.001, R^2 train: 0.863, R^2 test: -0.782 Bootstrap CV 58, alpha = 0.005, R^2 train: 0.706, R^2 test: -0.277 Bootstrap CV 58, alpha = 0.01, R^2 train: 0.557, R^2 test: -0.135 Bootstrap CV 58, alpha = 0.1, R^2 train: 0.033, R^2 test: 0.009 best alpha via bootstrap CV: 0.1 AUC Train: 0.638, Explained Variance Score Train: 0.033 AUC Validation: 0.571, Explained Variance Score Validation: 0.010 AUC Test: 0.557, Explained Variance Score Test: 0.005 Bootstrap CV 56, alpha = 0.001, R^2 train: 0.903, R^2 test: -1.779 Bootstrap CV 56, alpha = 0.005, R^2 train: 0.709, R^2 test: -0.381 Bootstrap CV 56, alpha = 0.01, R^2 train: 0.549, R^2 test: -0.151 Bootstrap CV 56, alpha = 0.1, R^2 train: 0.066, R^2 test: 0.008 best alpha via bootstrap CV: 0.1 AUC Train: 0.745, Explained Variance Score Train: 0.066 AUC Validation: 0.644, Explained Variance Score Validation: 0.030 AUC Test: 0.604, Explained Variance Score Test: 0.041 Bootstrap CV 62, alpha = 0.001, R^2 train: 0.872, R^2 test: -1.777 Bootstrap CV 62, alpha = 0.005, R^2 train: 0.652, R^2 test: -0.510 Bootstrap CV 62, alpha = 0.01, R^2 train: 0.520, R^2 test: -0.258 Bootstrap CV 62, alpha = 0.1, R^2 train: 0.090, R^2 test: -0.043 best alpha via bootstrap CV: 0.1 AUC Train: 0.727, Explained Variance Score Train: 0.090 AUC Validation: 0.479, Explained Variance Score Validation: -0.035 AUC Test: 0.586, Explained Variance Score Test: 0.001 Bootstrap CV 54, alpha = 0.001, R^2 train: 0.801, R^2 test: -0.971 Bootstrap CV 54, alpha = 0.005, R^2 train: 0.574, R^2 test: -0.297 Bootstrap CV 54, alpha = 0.01, R^2 train: 0.435, R^2 test: -0.169 Bootstrap CV 54, alpha = 0.1, R^2 train: 0.000, R^2 test: -0.013 best alpha via bootstrap CV: 0.1 AUC Train: 0.500, Explained Variance Score Train: 0.000 AUC Validation: 0.500, Explained Variance Score Validation: 0.000 AUC Test: 0.500, Explained Variance Score Test: 0.000 Bootstrap CV 60, alpha = 0.001, R^2 train: 0.814, R^2 test: -1.745 Bootstrap CV 60, alpha = 0.005, R^2 train: 0.602, R^2 test: -0.362 Bootstrap CV 60, alpha = 0.01, R^2 train: 0.413, R^2 test: -0.185 Bootstrap CV 60, alpha = 0.1, R^2 train: 0.032, R^2 test: 0.003 best alpha via bootstrap CV: 0.1 AUC Train: 0.736, Explained Variance Score Train: 0.032 AUC Validation: 0.566, Explained Variance Score Validation: 0.008 AUC Test: 0.561, Explained Variance Score Test: 0.011 Bootstrap CV 50, alpha = 0.001, R^2 train: 0.873, R^2 test: -5.695 Bootstrap CV 50, alpha = 0.005, R^2 train: 0.679, R^2 test: -2.027 Bootstrap CV 50, alpha = 0.01, R^2 train: 0.561, R^2 test: -1.067 Bootstrap CV 50, alpha = 0.1, R^2 train: 0.101, R^2 test: -0.107 best alpha via bootstrap CV: 0.1 AUC Train: 0.798, Explained Variance Score Train: 0.101 AUC Validation: 0.417, Explained Variance Score Validation: -0.090 AUC Test: 0.597, Explained Variance Score Test: 0.014 Bootstrap CV 48, alpha = 0.001, R^2 train: 0.906, R^2 test: -0.653 Bootstrap CV 48, alpha = 0.005, R^2 train: 0.654, R^2 test: -0.135 Bootstrap CV 48, alpha = 0.01, R^2 train: 0.501, R^2 test: -0.072 Bootstrap CV 48, alpha = 0.1, R^2 train: 0.075, R^2 test: -0.002 best alpha via bootstrap CV: 0.1 AUC Train: 0.826, Explained Variance Score Train: 0.075 AUC Validation: 0.551, Explained Variance Score Validation: 0.012 AUC Test: 0.616, Explained Variance Score Test: 0.027 Bootstrap CV 61, alpha = 0.001, R^2 train: 0.860, R^2 test: -1.810 Bootstrap CV 61, alpha = 0.005, R^2 train: 0.703, R^2 test: -0.479 Bootstrap CV 61, alpha = 0.01, R^2 train: 0.553, R^2 test: -0.207 Bootstrap CV 61, alpha = 0.1, R^2 train: 0.016, R^2 test: -0.021 best alpha via bootstrap CV: 0.1 AUC Train: 0.694, Explained Variance Score Train: 0.016 AUC Validation: 0.471, Explained Variance Score Validation: 0.001 AUC Test: 0.535, Explained Variance Score Test: 0.005 Bootstrap CV 53, alpha = 0.001, R^2 train: 0.889, R^2 test: -2.133 Bootstrap CV 53, alpha = 0.005, R^2 train: 0.606, R^2 test: -0.203 Bootstrap CV 53, alpha = 0.01, R^2 train: 0.460, R^2 test: -0.059 Bootstrap CV 53, alpha = 0.1, R^2 train: 0.008, R^2 test: -0.009 best alpha via bootstrap CV: 0.1 AUC Train: 0.609, Explained Variance Score Train: 0.008 AUC Validation: 0.330, Explained Variance Score Validation: -0.008 AUC Test: 0.474, Explained Variance Score Test: 0.000 Bootstrap CV 57, alpha = 0.001, R^2 train: 0.888, R^2 test: -1.925 Bootstrap CV 57, alpha = 0.005, R^2 train: 0.674, R^2 test: -0.782 Bootstrap CV 57, alpha = 0.01, R^2 train: 0.498, R^2 test: -0.346 Bootstrap CV 57, alpha = 0.1, R^2 train: 0.044, R^2 test: -0.006 best alpha via bootstrap CV: 0.1 AUC Train: 0.726, Explained Variance Score Train: 0.044 AUC Validation: 0.490, Explained Variance Score Validation: -0.003 AUC Test: 0.587, Explained Variance Score Test: 0.037 Bootstrap CV 63, alpha = 0.001, R^2 train: 0.902, R^2 test: -2.264 Bootstrap CV 63, alpha = 0.005, R^2 train: 0.724, R^2 test: -0.972 Bootstrap CV 63, alpha = 0.01, R^2 train: 0.582, R^2 test: -0.669 Bootstrap CV 63, alpha = 0.1, R^2 train: 0.093, R^2 test: 0.011 best alpha via bootstrap CV: 0.1 AUC Train: 0.773, Explained Variance Score Train: 0.093 AUC Validation: 0.646, Explained Variance Score Validation: 0.039 AUC Test: 0.627, Explained Variance Score Test: 0.049 Running batch 5 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 72, alpha = 0.001, R^2 train: 0.918, R^2 test: -3.407 Bootstrap CV 72, alpha = 0.005, R^2 train: 0.705, R^2 test: -0.778 Bootstrap CV 72, alpha = 0.01, R^2 train: 0.570, R^2 test: -0.503 Bootstrap CV 72, alpha = 0.1, R^2 train: 0.031, R^2 test: 0.009 best alpha via bootstrap CV: 0.1 AUC Train: 0.764, Explained Variance Score Train: 0.031 AUC Validation: 0.519, Explained Variance Score Validation: 0.013 AUC Test: 0.596, Explained Variance Score Test: 0.022
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 64, alpha = 0.001, R^2 train: 0.824, R^2 test: -2.361 Bootstrap CV 64, alpha = 0.005, R^2 train: 0.555, R^2 test: -0.301 Bootstrap CV 64, alpha = 0.01, R^2 train: 0.419, R^2 test: -0.063 Bootstrap CV 64, alpha = 0.1, R^2 train: 0.073, R^2 test: 0.059 best alpha via bootstrap CV: 0.1 AUC Train: 0.661, Explained Variance Score Train: 0.073 AUC Validation: 0.717, Explained Variance Score Validation: 0.068 AUC Test: 0.634, Explained Variance Score Test: 0.049 Bootstrap CV 69, alpha = 0.001, R^2 train: 0.854, R^2 test: -3.691 Bootstrap CV 69, alpha = 0.005, R^2 train: 0.616, R^2 test: -0.684 Bootstrap CV 69, alpha = 0.01, R^2 train: 0.473, R^2 test: -0.339 Bootstrap CV 69, alpha = 0.1, R^2 train: 0.030, R^2 test: 0.020 best alpha via bootstrap CV: 0.1 AUC Train: 0.536, Explained Variance Score Train: 0.030 AUC Validation: 0.615, Explained Variance Score Validation: 0.020 AUC Test: 0.527, Explained Variance Score Test: 0.009
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 78, alpha = 0.001, R^2 train: 0.878, R^2 test: -2.196 Bootstrap CV 78, alpha = 0.005, R^2 train: 0.630, R^2 test: -0.547 Bootstrap CV 78, alpha = 0.01, R^2 train: 0.488, R^2 test: -0.189 Bootstrap CV 78, alpha = 0.1, R^2 train: 0.032, R^2 test: -0.004 best alpha via bootstrap CV: 0.1 AUC Train: 0.661, Explained Variance Score Train: 0.032 AUC Validation: 0.545, Explained Variance Score Validation: -0.003 AUC Test: 0.549, Explained Variance Score Test: 0.002 Bootstrap CV 73, alpha = 0.001, R^2 train: 0.920, R^2 test: -2.926 Bootstrap CV 73, alpha = 0.005, R^2 train: 0.706, R^2 test: -0.994 Bootstrap CV 73, alpha = 0.01, R^2 train: 0.562, R^2 test: -0.484 Bootstrap CV 73, alpha = 0.1, R^2 train: 0.050, R^2 test: -0.026 best alpha via bootstrap CV: 0.1 AUC Train: 0.681, Explained Variance Score Train: 0.050 AUC Validation: 0.464, Explained Variance Score Validation: -0.018 AUC Test: 0.582, Explained Variance Score Test: 0.000 Bootstrap CV 76, alpha = 0.001, R^2 train: 0.891, R^2 test: -0.302 Bootstrap CV 76, alpha = 0.005, R^2 train: 0.698, R^2 test: -0.010 Bootstrap CV 76, alpha = 0.01, R^2 train: 0.551, R^2 test: 0.010 Bootstrap CV 76, alpha = 0.1, R^2 train: 0.005, R^2 test: 0.000 best alpha via bootstrap CV: 0.1 AUC Train: 0.667, Explained Variance Score Train: 0.005 AUC Validation: 0.459, Explained Variance Score Validation: 0.000 AUC Test: 0.519, Explained Variance Score Test: 0.001 Bootstrap CV 65, alpha = 0.001, R^2 train: 0.886, R^2 test: -2.949 Bootstrap CV 65, alpha = 0.005, R^2 train: 0.709, R^2 test: -0.761 Bootstrap CV 65, alpha = 0.01, R^2 train: 0.608, R^2 test: -0.456 Bootstrap CV 65, alpha = 0.1, R^2 train: 0.096, R^2 test: -0.122 best alpha via bootstrap CV: 0.1 AUC Train: 0.768, Explained Variance Score Train: 0.096 AUC Validation: 0.540, Explained Variance Score Validation: -0.034 AUC Test: 0.536, Explained Variance Score Test: -0.003 Bootstrap CV 67, alpha = 0.001, R^2 train: 0.887, R^2 test: -2.722 Bootstrap CV 67, alpha = 0.005, R^2 train: 0.648, R^2 test: -0.808 Bootstrap CV 67, alpha = 0.01, R^2 train: 0.505, R^2 test: -0.523 Bootstrap CV 67, alpha = 0.1, R^2 train: 0.030, R^2 test: -0.004 best alpha via bootstrap CV: 0.1 AUC Train: 0.741, Explained Variance Score Train: 0.030 AUC Validation: 0.506, Explained Variance Score Validation: -0.003 AUC Test: 0.509, Explained Variance Score Test: 0.005 Bootstrap CV 79, alpha = 0.001, R^2 train: 0.891, R^2 test: -3.968 Bootstrap CV 79, alpha = 0.005, R^2 train: 0.616, R^2 test: -0.831 Bootstrap CV 79, alpha = 0.01, R^2 train: 0.487, R^2 test: -0.380 Bootstrap CV 79, alpha = 0.1, R^2 train: 0.054, R^2 test: -0.021 best alpha via bootstrap CV: 0.1 AUC Train: 0.678, Explained Variance Score Train: 0.054 AUC Validation: 0.416, Explained Variance Score Validation: 0.008 AUC Test: 0.591, Explained Variance Score Test: 0.021 Bootstrap CV 74, alpha = 0.001, R^2 train: 0.882, R^2 test: -3.334 Bootstrap CV 74, alpha = 0.005, R^2 train: 0.703, R^2 test: -1.354 Bootstrap CV 74, alpha = 0.01, R^2 train: 0.574, R^2 test: -0.773 Bootstrap CV 74, alpha = 0.1, R^2 train: 0.073, R^2 test: -0.009 best alpha via bootstrap CV: 0.1 AUC Train: 0.707, Explained Variance Score Train: 0.073 AUC Validation: 0.653, Explained Variance Score Validation: 0.012 AUC Test: 0.617, Explained Variance Score Test: 0.058 Bootstrap CV 77, alpha = 0.001, R^2 train: 0.835, R^2 test: -3.323 Bootstrap CV 77, alpha = 0.005, R^2 train: 0.611, R^2 test: -0.897 Bootstrap CV 77, alpha = 0.01, R^2 train: 0.452, R^2 test: -0.367 Bootstrap CV 77, alpha = 0.1, R^2 train: 0.045, R^2 test: -0.008 best alpha via bootstrap CV: 0.1 AUC Train: 0.599, Explained Variance Score Train: 0.045 AUC Validation: 0.658, Explained Variance Score Validation: 0.007 AUC Test: 0.479, Explained Variance Score Test: -0.007 Bootstrap CV 66, alpha = 0.001, R^2 train: 0.841, R^2 test: -1.322 Bootstrap CV 66, alpha = 0.005, R^2 train: 0.586, R^2 test: -0.286 Bootstrap CV 66, alpha = 0.01, R^2 train: 0.441, R^2 test: -0.047 Bootstrap CV 66, alpha = 0.1, R^2 train: 0.033, R^2 test: 0.006 best alpha via bootstrap CV: 0.1 AUC Train: 0.498, Explained Variance Score Train: 0.033 AUC Validation: 0.491, Explained Variance Score Validation: 0.009 AUC Test: 0.465, Explained Variance Score Test: -0.005 Bootstrap CV 70, alpha = 0.001, R^2 train: 0.891, R^2 test: -1.280 Bootstrap CV 70, alpha = 0.005, R^2 train: 0.665, R^2 test: -0.281 Bootstrap CV 70, alpha = 0.01, R^2 train: 0.527, R^2 test: -0.243 Bootstrap CV 70, alpha = 0.1, R^2 train: 0.018, R^2 test: -0.001 best alpha via bootstrap CV: 0.1 AUC Train: 0.630, Explained Variance Score Train: 0.018 AUC Validation: 0.568, Explained Variance Score Validation: -0.001 AUC Test: 0.537, Explained Variance Score Test: 0.009 Bootstrap CV 71, alpha = 0.001, R^2 train: 0.872, R^2 test: -3.588 Bootstrap CV 71, alpha = 0.005, R^2 train: 0.628, R^2 test: -0.742 Bootstrap CV 71, alpha = 0.01, R^2 train: 0.476, R^2 test: -0.388 Bootstrap CV 71, alpha = 0.1, R^2 train: 0.033, R^2 test: -0.010 best alpha via bootstrap CV: 0.1 AUC Train: 0.609, Explained Variance Score Train: 0.033 AUC Validation: 0.520, Explained Variance Score Validation: -0.007 AUC Test: 0.524, Explained Variance Score Test: 0.005 Bootstrap CV 68, alpha = 0.001, R^2 train: 0.919, R^2 test: -2.766 Bootstrap CV 68, alpha = 0.005, R^2 train: 0.690, R^2 test: -0.938 Bootstrap CV 68, alpha = 0.01, R^2 train: 0.536, R^2 test: -0.420 Bootstrap CV 68, alpha = 0.1, R^2 train: 0.040, R^2 test: -0.005 best alpha via bootstrap CV: 0.1 AUC Train: 0.754, Explained Variance Score Train: 0.040 AUC Validation: 0.505, Explained Variance Score Validation: -0.004 AUC Test: 0.575, Explained Variance Score Test: 0.018 Bootstrap CV 75, alpha = 0.001, R^2 train: 0.902, R^2 test: -5.486 Bootstrap CV 75, alpha = 0.005, R^2 train: 0.731, R^2 test: -1.838 Bootstrap CV 75, alpha = 0.01, R^2 train: 0.595, R^2 test: -0.886 Bootstrap CV 75, alpha = 0.1, R^2 train: 0.065, R^2 test: -0.072 best alpha via bootstrap CV: 0.1 AUC Train: 0.681, Explained Variance Score Train: 0.065 AUC Validation: 0.571, Explained Variance Score Validation: 0.017 AUC Test: 0.576, Explained Variance Score Test: 0.026 Running batch 6 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 82, alpha = 0.001, R^2 train: 0.886, R^2 test: -1.499 Bootstrap CV 82, alpha = 0.005, R^2 train: 0.700, R^2 test: -0.479 Bootstrap CV 82, alpha = 0.01, R^2 train: 0.536, R^2 test: -0.254 Bootstrap CV 82, alpha = 0.1, R^2 train: 0.024, R^2 test: -0.025 best alpha via bootstrap CV: 0.1 AUC Train: 0.623, Explained Variance Score Train: 0.024 AUC Validation: 0.370, Explained Variance Score Validation: -0.017 AUC Test: 0.498, Explained Variance Score Test: -0.006 Bootstrap CV 95, alpha = 0.001, R^2 train: 0.885, R^2 test: -1.510 Bootstrap CV 95, alpha = 0.005, R^2 train: 0.655, R^2 test: -0.236 Bootstrap CV 95, alpha = 0.01, R^2 train: 0.481, R^2 test: -0.019 Bootstrap CV 95, alpha = 0.1, R^2 train: 0.013, R^2 test: -0.008 best alpha via bootstrap CV: 0.1 AUC Train: 0.555, Explained Variance Score Train: 0.013 AUC Validation: 0.634, Explained Variance Score Validation: 0.009 AUC Test: 0.538, Explained Variance Score Test: 0.005 Bootstrap CV 93, alpha = 0.001, R^2 train: 0.904, R^2 test: -9.137 Bootstrap CV 93, alpha = 0.005, R^2 train: 0.734, R^2 test: -2.446 Bootstrap CV 93, alpha = 0.01, R^2 train: 0.600, R^2 test: -1.286 Bootstrap CV 93, alpha = 0.1, R^2 train: 0.108, R^2 test: -0.448 best alpha via bootstrap CV: 0.1 AUC Train: 0.713, Explained Variance Score Train: 0.108 AUC Validation: 0.189, Explained Variance Score Validation: -0.133 AUC Test: 0.508, Explained Variance Score Test: -0.011 Bootstrap CV 86, alpha = 0.001, R^2 train: 0.895, R^2 test: -3.145 Bootstrap CV 86, alpha = 0.005, R^2 train: 0.647, R^2 test: -0.539 Bootstrap CV 86, alpha = 0.01, R^2 train: 0.505, R^2 test: -0.296 Bootstrap CV 86, alpha = 0.1, R^2 train: 0.051, R^2 test: -0.034 best alpha via bootstrap CV: 0.1 AUC Train: 0.676, Explained Variance Score Train: 0.051 AUC Validation: 0.674, Explained Variance Score Validation: 0.025 AUC Test: 0.612, Explained Variance Score Test: 0.036 Bootstrap CV 85, alpha = 0.001, R^2 train: 0.883, R^2 test: -1.803 Bootstrap CV 85, alpha = 0.005, R^2 train: 0.646, R^2 test: -0.734 Bootstrap CV 85, alpha = 0.01, R^2 train: 0.510, R^2 test: -0.381 Bootstrap CV 85, alpha = 0.1, R^2 train: 0.026, R^2 test: -0.018 best alpha via bootstrap CV: 0.1 AUC Train: 0.581, Explained Variance Score Train: 0.026 AUC Validation: 0.357, Explained Variance Score Validation: -0.017 AUC Test: 0.504, Explained Variance Score Test: 0.002 Bootstrap CV 80, alpha = 0.001, R^2 train: 0.895, R^2 test: -3.868 Bootstrap CV 80, alpha = 0.005, R^2 train: 0.697, R^2 test: -0.828 Bootstrap CV 80, alpha = 0.01, R^2 train: 0.548, R^2 test: -0.456 Bootstrap CV 80, alpha = 0.1, R^2 train: 0.116, R^2 test: -0.048 best alpha via bootstrap CV: 0.1 AUC Train: 0.687, Explained Variance Score Train: 0.116 AUC Validation: 0.409, Explained Variance Score Validation: -0.043 AUC Test: 0.593, Explained Variance Score Test: 0.046 Bootstrap CV 83, alpha = 0.001, R^2 train: 0.908, R^2 test: -1.224 Bootstrap CV 83, alpha = 0.005, R^2 train: 0.695, R^2 test: -0.344 Bootstrap CV 83, alpha = 0.01, R^2 train: 0.542, R^2 test: -0.216 Bootstrap CV 83, alpha = 0.1, R^2 train: 0.030, R^2 test: -0.015 best alpha via bootstrap CV: 0.1 AUC Train: 0.644, Explained Variance Score Train: 0.030 AUC Validation: 0.586, Explained Variance Score Validation: 0.011 AUC Test: 0.538, Explained Variance Score Test: 0.010 Bootstrap CV 84, alpha = 0.001, R^2 train: 0.928, R^2 test: -1.506 Bootstrap CV 84, alpha = 0.005, R^2 train: 0.674, R^2 test: -0.490 Bootstrap CV 84, alpha = 0.01, R^2 train: 0.530, R^2 test: -0.334 Bootstrap CV 84, alpha = 0.1, R^2 train: 0.038, R^2 test: -0.009 best alpha via bootstrap CV: 0.1 AUC Train: 0.650, Explained Variance Score Train: 0.038 AUC Validation: 0.591, Explained Variance Score Validation: -0.004 AUC Test: 0.631, Explained Variance Score Test: 0.021 Bootstrap CV 92, alpha = 0.001, R^2 train: 0.909, R^2 test: -2.075 Bootstrap CV 92, alpha = 0.005, R^2 train: 0.733, R^2 test: -0.803 Bootstrap CV 92, alpha = 0.01, R^2 train: 0.587, R^2 test: -0.510 Bootstrap CV 92, alpha = 0.1, R^2 train: 0.038, R^2 test: -0.019 best alpha via bootstrap CV: 0.1 AUC Train: 0.689, Explained Variance Score Train: 0.038 AUC Validation: 0.485, Explained Variance Score Validation: -0.018 AUC Test: 0.516, Explained Variance Score Test: 0.005 Bootstrap CV 89, alpha = 0.001, R^2 train: 0.906, R^2 test: -4.030 Bootstrap CV 89, alpha = 0.005, R^2 train: 0.670, R^2 test: -0.889 Bootstrap CV 89, alpha = 0.01, R^2 train: 0.524, R^2 test: -0.508 Bootstrap CV 89, alpha = 0.1, R^2 train: 0.027, R^2 test: -0.018 best alpha via bootstrap CV: 0.1 AUC Train: 0.638, Explained Variance Score Train: 0.027 AUC Validation: 0.518, Explained Variance Score Validation: -0.005 AUC Test: 0.538, Explained Variance Score Test: 0.008 Bootstrap CV 90, alpha = 0.001, R^2 train: 0.929, R^2 test: -0.865 Bootstrap CV 90, alpha = 0.005, R^2 train: 0.710, R^2 test: -0.402 Bootstrap CV 90, alpha = 0.01, R^2 train: 0.542, R^2 test: -0.285 Bootstrap CV 90, alpha = 0.1, R^2 train: 0.047, R^2 test: -0.033 best alpha via bootstrap CV: 0.1 AUC Train: 0.733, Explained Variance Score Train: 0.047 AUC Validation: 0.509, Explained Variance Score Validation: -0.004 AUC Test: 0.552, Explained Variance Score Test: 0.008 Bootstrap CV 81, alpha = 0.001, R^2 train: 0.881, R^2 test: -1.267 Bootstrap CV 81, alpha = 0.005, R^2 train: 0.672, R^2 test: -0.437 Bootstrap CV 81, alpha = 0.01, R^2 train: 0.539, R^2 test: -0.308 Bootstrap CV 81, alpha = 0.1, R^2 train: 0.009, R^2 test: -0.093 best alpha via bootstrap CV: 0.1 AUC Train: 0.584, Explained Variance Score Train: 0.009 AUC Validation: 0.547, Explained Variance Score Validation: 0.003 AUC Test: 0.495, Explained Variance Score Test: -0.001 Bootstrap CV 87, alpha = 0.001, R^2 train: 0.916, R^2 test: -2.296 Bootstrap CV 87, alpha = 0.005, R^2 train: 0.705, R^2 test: -0.944 Bootstrap CV 87, alpha = 0.01, R^2 train: 0.555, R^2 test: -0.569 Bootstrap CV 87, alpha = 0.1, R^2 train: 0.045, R^2 test: -0.027 best alpha via bootstrap CV: 0.1 AUC Train: 0.655, Explained Variance Score Train: 0.045 AUC Validation: 0.588, Explained Variance Score Validation: 0.012 AUC Test: 0.594, Explained Variance Score Test: 0.028 Bootstrap CV 94, alpha = 0.001, R^2 train: 0.842, R^2 test: -0.814 Bootstrap CV 94, alpha = 0.005, R^2 train: 0.606, R^2 test: -0.370 Bootstrap CV 94, alpha = 0.01, R^2 train: 0.448, R^2 test: -0.272 Bootstrap CV 94, alpha = 0.1, R^2 train: 0.000, R^2 test: -0.030 best alpha via bootstrap CV: 0.1 AUC Train: 0.500, Explained Variance Score Train: 0.000 AUC Validation: 0.500, Explained Variance Score Validation: 0.000 AUC Test: 0.500, Explained Variance Score Test: -0.000 Bootstrap CV 91, alpha = 0.001, R^2 train: 0.930, R^2 test: -2.613 Bootstrap CV 91, alpha = 0.005, R^2 train: 0.729, R^2 test: -0.982 Bootstrap CV 91, alpha = 0.01, R^2 train: 0.570, R^2 test: -0.641 Bootstrap CV 91, alpha = 0.1, R^2 train: 0.025, R^2 test: -0.064 best alpha via bootstrap CV: 0.1 AUC Train: 0.619, Explained Variance Score Train: 0.025 AUC Validation: 0.467, Explained Variance Score Validation: -0.004 AUC Test: 0.560, Explained Variance Score Test: 0.004 Bootstrap CV 88, alpha = 0.001, R^2 train: 0.863, R^2 test: -2.872 Bootstrap CV 88, alpha = 0.005, R^2 train: 0.693, R^2 test: -1.101 Bootstrap CV 88, alpha = 0.01, R^2 train: 0.534, R^2 test: -0.620 Bootstrap CV 88, alpha = 0.1, R^2 train: 0.058, R^2 test: -0.025 best alpha via bootstrap CV: 0.1 AUC Train: 0.674, Explained Variance Score Train: 0.058 AUC Validation: 0.430, Explained Variance Score Validation: -0.009 AUC Test: 0.606, Explained Variance Score Test: 0.040 Running batch 7 of 7 with 4 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 96, alpha = 0.001, R^2 train: 0.906, R^2 test: -2.505 Bootstrap CV 96, alpha = 0.005, R^2 train: 0.712, R^2 test: -0.792 Bootstrap CV 96, alpha = 0.01, R^2 train: 0.597, R^2 test: -0.530 Bootstrap CV 96, alpha = 0.1, R^2 train: 0.080, R^2 test: -0.012 best alpha via bootstrap CV: 0.1 AUC Train: 0.686, Explained Variance Score Train: 0.080 AUC Validation: 0.468, Explained Variance Score Validation: 0.030 AUC Test: 0.537, Explained Variance Score Test: 0.010 Bootstrap CV 98, alpha = 0.001, R^2 train: 0.857, R^2 test: -2.101 Bootstrap CV 98, alpha = 0.005, R^2 train: 0.627, R^2 test: -0.513 Bootstrap CV 98, alpha = 0.01, R^2 train: 0.488, R^2 test: -0.286 Bootstrap CV 98, alpha = 0.1, R^2 train: 0.035, R^2 test: -0.013 best alpha via bootstrap CV: 0.1 AUC Train: 0.742, Explained Variance Score Train: 0.035 AUC Validation: 0.580, Explained Variance Score Validation: 0.016 AUC Test: 0.573, Explained Variance Score Test: 0.015 Bootstrap CV 99, alpha = 0.001, R^2 train: 0.886, R^2 test: -2.372 Bootstrap CV 99, alpha = 0.005, R^2 train: 0.663, R^2 test: -0.545 Bootstrap CV 99, alpha = 0.01, R^2 train: 0.513, R^2 test: -0.168 Bootstrap CV 99, alpha = 0.1, R^2 train: 0.084, R^2 test: 0.022 best alpha via bootstrap CV: 0.1 AUC Train: 0.736, Explained Variance Score Train: 0.084 AUC Validation: 0.531, Explained Variance Score Validation: 0.022 AUC Test: 0.608, Explained Variance Score Test: 0.032 Bootstrap CV 97, alpha = 0.001, R^2 train: 0.890, R^2 test: -3.622 Bootstrap CV 97, alpha = 0.005, R^2 train: 0.665, R^2 test: -0.583 Bootstrap CV 97, alpha = 0.01, R^2 train: 0.491, R^2 test: -0.115 Bootstrap CV 97, alpha = 0.1, R^2 train: 0.034, R^2 test: 0.026 best alpha via bootstrap CV: 0.1 AUC Train: 0.561, Explained Variance Score Train: 0.034 AUC Validation: 0.684, Explained Variance Score Validation: 0.032 AUC Test: 0.596, Explained Variance Score Test: 0.013 total Variables 1918 and total subjects: 1698 ->AUC validation: 0.531 95% CI: [0.514 , 0.548] ->AUC test: 0.557 95% CI: [0.548 , 0.565] ->R^2 validation: -0.002 95% CI: [-0.007 , 0.003] ->R^2 test: 0.013 95% CI: [0.010 , 0.016] ->Explained Variance validation: -0.023 95% CI: [-0.034 , -0.012] ->Explained Variance test: 0.006 95% CI: [0.003 , 0.010] Test set metrics: @threshold:0.910, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:-0.090, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 Vital: HC-latest | coef 0.028 95% CI: [0.019 , 0.038] | OR_adj 1.029 [1.019 1.039] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.592 Correlated most with: Number of Visits:0.302 Diagnosis:9ccs126:Ot up rsp in:0.252 Diagnosis:9ccs10:Immuniz/scrn:0.246 Diagnosis:9ccs92:Otitis media:0.214 Diagnosis:9ccs257:Ot aftercare:0.211 Diagnosis:9ccs7:Viral infect:0.160 Diagnosis:9ccs125:Bronchitis:0.152 Diagnosis:9ccs135:Intest infct:0.150 Diagnosis:9ccs90:Eye infectn:0.137 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.111 * Vital: HC-avg10to13 | coef 0.013 95% CI: [0.006 , 0.021] | OR_adj 1.013 [1.006 1.021] | occ: 1158 | OR_unadj: 1.481 [1.134 1.934] | indivs AUC:0.587 Correlated most with: Newborn Diagnosis:9ccs5:HIV infectn:-0.099 Diagnosis:9ccs132:Lung externl:-0.075 Diagnosis:9ccs87:Retinal dx:-0.069 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.064 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.064 Diagnosis:9ccs73:Preadult dx:0.061 Diagnosis:9ccs49:DiabMel no c:0.061 Diagnosis:9ccs70:Schizo/rl dx:-0.058 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.056 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.056 * Vital: Ht Percentile-latest | coef 0.011 95% CI: [0.005 , 0.018] | OR_adj 1.011 [1.005 1.018] | occ: 1043 | OR_unadj: 1.325 [1.003 1.751] | indivs AUC:0.562 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.098 Diagnosis:9ccs89:Blindness:0.081 Diagnosis:9ccs128:Asthma:0.065 Lab:294203 BILIRUBIN TOTAL - LMC:-0.064 Newborn Diagnosis:9ccs214:GI cong anom:0.060 Newborn Diagnosis:9ccs215:gu cong anom:0.059 Newborn Diagnosis:9ccs200:Oth skin dx:-0.058 Diagnosis:9ccs2:Septicemia:0.054 Newborn Diagnosis:9ccs5:HIV infectn:-0.053 Diagnosis:9ccs137:Mouth dx:0.052 * Vital: HC-avg5to7 | coef 0.011 95% CI: [0.003 , 0.019] | OR_adj 1.011 [1.003 1.020] | occ: 1123 | OR_unadj: 1.500 [1.143 1.967] | indivs AUC:0.535 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.118 Newborn Diagnosis:9ccs5:HIV infectn:-0.096 Newborn Diagnosis:9ccs221:Resp distres:-0.085 Diagnosis:9ccs219:Low birth wt:-0.070 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.062 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.062 Diagnosis:9ccs147:Anal/rectal:0.061 Diagnosis:9ccs74:Ot mentl cnd:-0.060 Diagnosis:9ccs234:Crush injury:0.055 Diagnosis:9ccs257:Ot aftercare:0.053 MatDeliveryAge | coef 0.009 95% CI: [0.005 , 0.014] | OR_adj 1.010 [1.005 1.014] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.518 Correlated most with: MatDeliveryAge:1.000 Newborn Diagnosis:9ccs259:Unclassified:0.105 Number of Visits:0.088 Diagnosis:9ccs136:Teeth dx:0.080 Diagnosis:9ccs87:Retinal dx:0.071 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.069 Diagnosis:9ccs95:Oth nerv dx:0.061 Diagnosis:9ccs10:Immuniz/scrn:0.061 Diagnosis:9ccs126:Ot up rsp in:0.059 Diagnosis:9ccs254:Rehab:0.059 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.009 95% CI: [0.003 , 0.016] | OR_adj 1.009 [1.003 1.016] | occ: 1057 | OR_unadj: 1.438 [1.084 1.906] | indivs AUC:0.568 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.991 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.521 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.520 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.495 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.493 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.475 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.474 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.397 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.397 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth | coef 0.007 95% CI: [0.003 , 0.012] | OR_adj 1.007 [1.003 1.012] | occ: 1053 | OR_unadj: 1.251 [0.935 1.674] | indivs AUC:0.578 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.299 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.296 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.278 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.277 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.270 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.269 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.250 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.249 Vital: Temp-latest | coef 0.007 95% CI: [0.003 , 0.011] | OR_adj 1.007 [1.003 1.011] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.465 Correlated most with: Diagnosis:9ccs70:Schizo/rl dx:0.115 Lab:294495 LEAD, BLOOD - LMC:0.090 Diagnosis:9ccs154:Gastroent:-0.089 Lab:323700 CULTURE THROAT W SENS - Sunrise:0.065 Diagnosis:9ccs167:Breast dx:0.063 Diagnosis:9ccs92:Otitis media:0.056 Diagnosis:9ccs125:Bronchitis:0.054 Diagnosis:9ccs126:Ot up rsp in:0.052 Newborn Diagnosis:9ccs143:Abdom hernia:0.051 Diagnosis:9ccs254:Rehab:0.051 * Vital: Ht-avg13to16 | coef 0.006 95% CI: [-0.000 , 0.011] | OR_adj 1.006 [1.000 1.011] | occ: 1287 | OR_unadj: 1.332 [1.019 1.741] | indivs AUC:0.515 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.120 Diagnosis:9ccs2:Septicemia:0.082 Diagnosis:9ccs58:Ot nutrit dx:-0.073 Diagnosis:9ccs238:Complic proc:-0.071 Diagnosis:9ccs87:Retinal dx:-0.066 Diagnosis:9ccs222:Perint jaund:0.059 Newborn Diagnosis:9ccs221:Resp distres:-0.058 Lab:323825 STREP SCREEN THROAT - Sunrise:0.057 Diagnosis:10ccs58:Ot nutrit dx:0.055 Diagnosis:9ccs64:Ot hematl dx:0.055 Vital: Ht-avg10to13 | coef 0.004 95% CI: [0.001 , 0.007] | OR_adj 1.004 [1.001 1.007] | occ: 1381 | OR_unadj: 1.307 [0.998 1.712] | indivs AUC:0.544 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.118 Diagnosis:9ccs87:Retinal dx:-0.075 Diagnosis:9ccs238:Complic proc:-0.074 Diagnosis:9ccs64:Ot hematl dx:0.073 Newborn Diagnosis:9ccs5:HIV infectn:-0.069 Diagnosis:9ccs208:Acq foot def:0.069 Diagnosis:9ccs2:Septicemia:0.067 Diagnosis:9ccs73:Preadult dx:0.064 Newborn Diagnosis:9ccs215:gu cong anom:0.061 Newborn Diagnosis:9ccs134:Ot uppr resp:0.058 * Vital: Ht Percentile-avg19to24 | coef 0.003 95% CI: [0.001 , 0.006] | OR_adj 1.003 [1.001 1.006] | occ: 916 | OR_unadj: 1.365 [1.025 1.817] | indivs AUC:0.591 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.091 Diagnosis:9ccs128:Asthma:0.079 Diagnosis:9ccs89:Blindness:0.079 Newborn Diagnosis:9ccs214:GI cong anom:0.069 Lab:294203 BILIRUBIN TOTAL - LMC:-0.066 Lab:294495 LEAD, BLOOD - LMC:0.062 Lab:323825 STREP SCREEN THROAT - Sunrise:0.061 Diagnosis:9ccs64:Ot hematl dx:0.061 Newborn Diagnosis:9ccs5:HIV infectn:-0.059 Newborn Diagnosis:9ccs215:gu cong anom:0.056 * Number of Visits | coef -0.003 95% CI: [-0.005 , -0.001] | OR_adj 0.997 [0.995 0.999] | occ: 1645 | OR_unadj: 0.708 [0.535 0.936] | indivs AUC:0.478 Correlated most with: Number of Visits:1.000 Diagnosis:9ccs126:Ot up rsp in:0.430 Diagnosis:9ccs92:Otitis media:0.408 Diagnosis:9ccs7:Viral infect:0.408 Diagnosis:9ccs133:Oth low resp:0.337 Diagnosis:9ccs257:Ot aftercare:0.325 Diagnosis:9ccs135:Intest infct:0.310 Diagnosis:9ccs155:Other GI dx:0.304 Diagnosis:9ccs90:Eye infectn:0.286 Diagnosis:9ccs10:Immuniz/scrn:0.277 * Vital: Ht Percentile-gain0to24 | coef 0.003 95% CI: [-0.000 , 0.007] | OR_adj 1.003 [1.000 1.007] | occ: 899 | OR_unadj: 1.356 [1.016 1.808] | indivs AUC:0.595 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.083 Diagnosis:9ccs89:Blindness:0.078 Diagnosis:9ccs128:Asthma:0.077 Newborn Diagnosis:9ccs214:GI cong anom:0.069 Lab:294203 BILIRUBIN TOTAL - LMC:-0.064 Lab:294495 LEAD, BLOOD - LMC:0.063 Lab:323825 STREP SCREEN THROAT - Sunrise:0.062 Diagnosis:9ccs64:Ot hematl dx:0.061 Newborn Diagnosis:9ccs5:HIV infectn:-0.060 Newborn Diagnosis:9ccs215:gu cong anom:0.055 Vital: Ht Percentile-avg16to19 | coef 0.003 95% CI: [0.000 , 0.006] | OR_adj 1.003 [1.000 1.006] | occ: 749 | OR_unadj: 1.248 [0.920 1.693] | indivs AUC:0.505 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:0.081 Newborn Diagnosis:9ccs219:Low birth wt:-0.078 Diagnosis:9ccs128:Asthma:0.071 Diagnosis:9ccs89:Blindness:0.064 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.062 Newborn Diagnosis:9ccs59:Anemia:-0.062 Diagnosis:9ccs51:Ot endo dsor:0.060 Newborn Diagnosis:9ccs215:gu cong anom:0.060 Lab:296169 RETICULOCYTE COUNT- LMC:0.060 Lab:297262 HEMOGLOBIN (HEMOCUE):0.058 Vital: Ht-gain5to10 | coef -0.003 95% CI: [-0.006 , 0.000] | OR_adj 0.997 [0.995 1.000] | occ: 1429 | OR_unadj: 1.097 [0.806 1.493] | indivs AUC:0.492 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.079 Diagnosis:9ccs236:Opn wnd extr:0.072 Diagnosis:9ccs89:Blindness:0.064 Diagnosis:9ccs16:Liver/ibd ca:-0.064 Newborn Diagnosis:9ccs94:Other ear dx:-0.062 Newborn Diagnosis:9ccs143:Abdom hernia:-0.062 Diagnosis:9ccs2619:e codes: other specified- nec:-0.060 Diagnosis:9ccs228:Fx skull fac:-0.060 Diagnosis:9ccs142:Appendicitis:0.058 Diagnosis:9ccs200:Oth skin dx:-0.057 Vital: HC-gain1to5 | coef -0.002 95% CI: [-0.005 , 0.000] | OR_adj 0.998 [0.995 1.000] | occ: 1346 | OR_unadj: 0.866 [0.657 1.140] | indivs AUC:0.519 Correlated most with: Number of Visits:0.099 Diagnosis:9ccs125:Bronchitis:0.091 Diagnosis:9ccs154:Gastroent:-0.089 Newborn Diagnosis:9ccs222:Perint jaund:0.077 Diagnosis:9ccs163:Other GU dx:0.076 Diagnosis:9ccs126:Ot up rsp in:0.075 Diagnosis:9ccs196:Nml preg/del:-0.074 Diagnosis:9ccs257:Ot aftercare:0.063 Diagnosis:9ccs7:Viral infect:0.062 Diagnosis:9ccs113:Late eff CVD:-0.059 * Vital: HC-avg13to16 | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 990 | OR_unadj: 1.619 [1.234 2.125] | indivs AUC:0.603 Correlated most with: Diagnosis:9ccs87:Retinal dx:-0.075 Lab:294205 TSH REFLEX TO FT4 - LMC:0.068 Diagnosis:9ccs73:Preadult dx:0.061 Diagnosis:9ccs92:Otitis media:0.056 Diagnosis:9ccs90:Eye infectn:0.056 Newborn Diagnosis:9ccs59:Anemia:-0.055 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.055 Diagnosis:9ccs70:Schizo/rl dx:-0.055 Newborn Diagnosis:9ccs197:Skin infectn:-0.055 Diagnosis:9ccs49:DiabMel no c:0.055 Vital: Ht Percentile-gain1to5 | coef 0.002 95% CI: [-0.001 , 0.005] | OR_adj 1.002 [0.999 1.005] | occ: 465 | OR_unadj: 0.736 [0.477 1.135] | indivs AUC:0.478 Correlated most with: Diagnosis:9ccs195:Ot compl bir:-0.087 Diagnosis:9ccs252:Fatigue:-0.075 Newborn Diagnosis:9ccs197:Skin infectn:-0.067 Diagnosis:9ccs242:Poisn ot med:0.066 Newborn Diagnosis:9ccs143:Abdom hernia:0.064 Diagnosis:9ccs140:Gastritis:-0.061 Diagnosis:9ccs48:Thyroid dsor:-0.060 Diagnosis:9ccs96:Hrt valve dx:-0.058 Newborn Diagnosis:9ccs222:Perint jaund:0.056 Diagnosis:9ccs213:Cardiac anom:-0.051 Vital: HR-latest | coef -0.002 95% CI: [-0.004 , -0.000] | OR_adj 0.998 [0.996 1.000] | occ: 1010 | OR_unadj: 0.762 [0.553 1.050] | indivs AUC:0.540 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:0.112 Diagnosis:9ccs70:Schizo/rl dx:0.083 Diagnosis:9ccs217:Ot cong anom:0.083 Diagnosis:9ccs221:Resp distres:0.071 Newborn Diagnosis:9ccs256:Exam/eval:0.069 Diagnosis:9ccs106:Dysrhythmia:0.069 Diagnosis:9ccs47:Ot bnign neo:0.063 Diagnosis:9ccs122:Pneumonia:-0.063 Diagnosis:9ccs92:Otitis media:-0.060 Diagnosis:9ccs167:Breast dx:0.060 * Vital: Ht-gain7to13 | coef -0.002 95% CI: [-0.005 , 0.001] | OR_adj 0.998 [0.995 1.001] | occ: 1451 | OR_unadj: 1.379 [1.027 1.851] | indivs AUC:0.532 Correlated most with: Diagnosis:9ccs232:Sprain:-0.066 Diagnosis:9ccs5:HIV infectn:-0.063 Diagnosis:9ccs52:Nutrit defic:-0.062 Diagnosis:9ccs10:Immuniz/scrn:-0.060 Newborn Diagnosis:9ccs143:Abdom hernia:0.060 Diagnosis:9ccs2619:e codes: other specified- nec:0.059 Diagnosis:9ccs228:Fx skull fac:0.059 Lab:292495 LEAD LEVEL - Sunrise:-0.057 Diagnosis:9ccs16:Liver/ibd ca:0.057 Diagnosis:9ccs2603:E Codes: Fall:-0.054 Vital: Ht-gain3to7 | coef 0.002 95% CI: [-0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 1405 | OR_unadj: 1.120 [0.858 1.461] | indivs AUC:0.523 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:-0.091 Diagnosis:9ccs236:Opn wnd extr:-0.083 Diagnosis:9ccs246:FUO:0.081 Diagnosis:9ccs240:Burns:-0.071 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.069 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.069 Diagnosis:9ccs113:Late eff CVD:0.069 Diagnosis:9ccs7:Viral infect:0.062 Diagnosis:9ccs92:Otitis media:0.060 Diagnosis:9ccs126:Ot up rsp in:0.057 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 1055 | OR_unadj: 1.153 [0.870 1.529] | indivs AUC:0.515 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.999 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.277 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.276 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.188 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.188 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.164 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.164 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.153 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.153 Vital: Temp-avg0to1 | coef -0.002 95% CI: [-0.004 , 0.000] | OR_adj 0.998 [0.996 1.000] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.490 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.092 Diagnosis:9ccs118:Phlebitis:0.071 Newborn Diagnosis:9ccs214:GI cong anom:-0.064 Diagnosis:9ccs76:Meningitis:0.063 Diagnosis:9ccs216:Nerv cong an:0.063 Diagnosis:9ccs58:Ot nutrit dx:-0.063 Diagnosis:9ccs7:Viral infect:-0.061 Diagnosis:9ccs120:Hemmorhoids:-0.057 Diagnosis:9ccs92:Otitis media:0.057 Diagnosis:9ccs214:GI cong anom:0.056 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth | coef -0.002 95% CI: [-0.004 , 0.000] | OR_adj 0.998 [0.996 1.000] | occ: 1057 | OR_unadj: 0.956 [0.714 1.280] | indivs AUC:0.483 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.696 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.694 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.655 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.654 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.635 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.634 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.351 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.350 Vital: Ht-avg1to3 | coef 0.002 95% CI: [-0.002 , 0.005] | OR_adj 1.002 [0.998 1.005] | occ: 1348 | OR_unadj: 0.914 [0.694 1.204] | indivs AUC:0.517 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.303 Diagnosis:9ccs219:Low birth wt:-0.175 Diagnosis:9ccs87:Retinal dx:-0.138 Newborn Diagnosis:9ccs222:Perint jaund:-0.123 Diagnosis:9ccs143:Abdom hernia:-0.119 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117 Newborn Diagnosis:9ccs256:Exam/eval:-0.112 Newborn Diagnosis:9ccs94:Other ear dx:0.089 Newborn Diagnosis:9ccs253:Allergy:-0.079 Newborn Diagnosis:9ccs55:Fluid/elc dx:-0.071 Vital: HC-gain3to7 | coef 0.002 95% CI: [-0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 1310 | OR_unadj: 1.076 [0.825 1.404] | indivs AUC:0.578 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.075 Lab:292495 LEAD LEVEL - Sunrise:-0.071 Diagnosis:9ccs246:FUO:0.070 Diagnosis:9ccs236:Opn wnd extr:-0.069 Diagnosis:9ccs196:Nml preg/del:0.069 Diagnosis:9ccs113:Late eff CVD:0.059 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.057 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.057 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.056 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.056 Vital: Ht-gain13to19 | coef -0.002 95% CI: [-0.004 , 0.001] | OR_adj 0.998 [0.996 1.001] | occ: 1378 | OR_unadj: 0.895 [0.685 1.171] | indivs AUC:0.438 Correlated most with: Diagnosis:9ccs233:Intracrn inj:-0.056 Newborn Diagnosis:9ccs143:Abdom hernia:-0.055 Number of Visits:0.054 Diagnosis:9ccs7:Viral infect:0.053 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.053 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.053 Diagnosis:9ccs221:Resp distres:0.052 Diagnosis:9ccs163:Other GU dx:0.050 Diagnosis:9ccs133:Oth low resp:0.048 Newborn Diagnosis:9ccs5:HIV infectn:0.047 Vital: Ht-gain10to16 | coef -0.001 95% CI: [-0.003 , 0.000] | OR_adj 0.999 [0.997 1.000] | occ: 1404 | OR_unadj: 1.132 [0.839 1.528] | indivs AUC:0.537 Correlated most with: Diagnosis:9ccs92:Otitis media:0.067 Diagnosis:9ccs52:Nutrit defic:0.063 Diagnosis:9ccs232:Sprain:0.061 Diagnosis:9ccs5:HIV infectn:0.061 Diagnosis:9ccs221:Resp distres:-0.057 Diagnosis:9ccs96:Hrt valve dx:-0.056 Number of Visits:0.054 Newborn Diagnosis:9ccs215:gu cong anom:-0.053 Newborn Diagnosis:9ccs5:HIV infectn:-0.052 Diagnosis:9ccs245:Syncope:0.049 * Vital: HC-avg16to19 | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 930 | OR_unadj: 1.811 [1.365 2.403] | indivs AUC:0.545 Correlated most with: Diagnosis:9ccs51:Ot endo dsor:-0.094 Diagnosis:9ccs204:Ot joint dx:-0.075 Diagnosis:10ccs238:Complic proc:-0.074 Diagnosis:9ccs2604:E Codes: Fire/burn:-0.074 Diagnosis:9ccs75:Hx mental dx:-0.073 Diagnosis:9ccs253:Allergy:0.064 Diagnosis:9ccs230:Fx leg:-0.062 Diagnosis:9ccs59:Anemia:-0.060 Diagnosis:9ccs236:Opn wnd extr:-0.060 Diagnosis:9ccs134:Ot uppr resp:0.060 * Vital: Ht-avg16to19 | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 1265 | OR_unadj: 1.417 [1.082 1.855] | indivs AUC:0.507 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.120 Newborn Diagnosis:9ccs5:HIV infectn:-0.085 Newborn Diagnosis:9ccs221:Resp distres:-0.072 Diagnosis:9ccs128:Asthma:0.067 Diagnosis:9ccs223:Birth trauma:0.067 Diagnosis:9ccs137:Mouth dx:0.066 Newborn Diagnosis:9ccs215:gu cong anom:0.064 Newborn Diagnosis:9ccs213:Cardiac anom:0.063 Diagnosis:9ccs87:Retinal dx:-0.062 Diagnosis:9ccs205:Back problem:-0.060 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest | coef 0.001 95% CI: [-0.001 , 0.004] | OR_adj 1.001 [0.999 1.004] | occ: 1060 | OR_unadj: 1.146 [0.862 1.522] | indivs AUC:0.533 Correlated most with: Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.394 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.393 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.391 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.391 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.381 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.380 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.340 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.340 Vital: Ht Percentile-gain16to24 | coef 0.001 95% CI: [-0.001 , 0.004] | OR_adj 1.001 [0.999 1.004] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.554 Correlated most with: Diagnosis:9ccs0:No DX:0.102 Diagnosis:9ccs258:Other screen:-0.095 Diagnosis:9ccs51:Ot endo dsor:-0.076 Lab:296169 RETICULOCYTE COUNT- LMC:-0.074 Diagnosis:9ccs259:Unclassified:0.067 Newborn Diagnosis:9ccs224:Ot perint dx:-0.066 Diagnosis:9ccs213:Cardiac anom:-0.065 Lab:294203 BILIRUBIN TOTAL - LMC:-0.062 Diagnosis:9ccs8:Oth infectns:0.061 Diagnosis:9ccs168:PID:-0.061 Vital: Ht-avg0to1 | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 1326 | OR_unadj: 0.954 [0.722 1.262] | indivs AUC:0.490 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.348 Diagnosis:9ccs219:Low birth wt:-0.204 Newborn Diagnosis:9ccs221:Resp distres:-0.162 Newborn Diagnosis:9ccs222:Perint jaund:-0.135 Newborn Diagnosis:9ccs256:Exam/eval:-0.126 Diagnosis:9ccs143:Abdom hernia:-0.112 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.103 Newborn Diagnosis:9ccs253:Allergy:-0.101 Diagnosis:9ccs200:Oth skin dx:0.079 Newborn Diagnosis:9ccs224:Ot perint dx:0.074 Vital: Ht-latest | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1614 | OR_unadj: 1.271 [0.956 1.688] | indivs AUC:0.560 Correlated most with: Number of Visits:0.447 Diagnosis:9ccs10:Immuniz/scrn:0.345 Diagnosis:9ccs126:Ot up rsp in:0.315 Diagnosis:9ccs92:Otitis media:0.265 Diagnosis:9ccs7:Viral infect:0.206 Diagnosis:9ccs257:Ot aftercare:0.188 Diagnosis:9ccs135:Intest infct:0.156 Diagnosis:9ccs90:Eye infectn:0.148 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.138 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.137 Vital: Ht Percentile-gain10to16 | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 768 | OR_unadj: 0.941 [0.680 1.302] | indivs AUC:0.513 Correlated most with: Newborn Diagnosis:9ccs55:Fluid/elc dx:0.094 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.085 Newborn Diagnosis:9ccs214:GI cong anom:0.084 Lab:294495 LEAD, BLOOD - LMC:0.084 Diagnosis:9ccs125:Bronchitis:-0.077 Lab:295669 BILIRUBIN DIRECT - LMC:-0.069 Diagnosis:9ccs0:No DX:0.063 Diagnosis:9ccs96:Hrt valve dx:-0.062 Diagnosis:9ccs223:Birth trauma:-0.053 Diagnosis:9ccs2:Septicemia:-0.051 Vital: Temp-avg5to7 | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 1315 | OR_unadj: 1.008 [0.763 1.331] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs94:Other ear dx:0.078 Diagnosis:9ccs123:Influenza:0.061 Diagnosis:9ccs234:Crush injury:0.060 Diagnosis:9ccs90:Eye infectn:0.056 Diagnosis:9ccs134:Ot uppr resp:0.055 Number of Visits:0.054 Diagnosis:9ccs151:Oth liver dx:0.052 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.052 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.052 Diagnosis:9ccs219:Low birth wt:-0.052 Vital: Ht Percentile-gain7to13 | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 713 | OR_unadj: 1.104 [0.782 1.559] | indivs AUC:0.479 Correlated most with: Diagnosis:9ccs120:Hemmorhoids:0.080 Diagnosis:9ccs245:Syncope:-0.076 Newborn Diagnosis:9ccs94:Other ear dx:-0.072 Diagnosis:9ccs217:Ot cong anom:-0.070 Diagnosis:9ccs2604:E Codes: Fire/burn:0.068 Diagnosis:10ccs238:Complic proc:0.068 Diagnosis:9ccs124:Tonsillitis:0.066 Diagnosis:10ccs58:Ot nutrit dx:0.065 Newborn Diagnosis:9ccs143:Abdom hernia:0.065 Diagnosis:9ccs219:Low birth wt:0.064 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 1057 | OR_unadj: 1.115 [0.833 1.493] | indivs AUC:0.511 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.997 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.947 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.945 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.769 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.768 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.759 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.757 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.713 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.711 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 1059 | OR_unadj: 1.147 [0.861 1.527] | indivs AUC:0.541 Correlated most with: Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:1.000 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.999 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.731 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.731 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.655 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.652 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.635 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.634 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.608 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.605 Vital: RR-avg13to16 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 163 | OR_unadj: 0.770 [0.363 1.632] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.100 Diagnosis:9ccs141:Ot dx stomch:-0.093 Diagnosis:9ccs257:Ot aftercare:0.068 Diagnosis:9ccs113:Late eff CVD:-0.060 Diagnosis:9ccs128:Asthma:0.058 Newborn Diagnosis:9ccs191:Amnios dx:0.057 Diagnosis:9ccs247:Lymph enlarg:0.057 Diagnosis:9ccs95:Oth nerv dx:-0.056 Diagnosis:9ccs91:Other eye dx:0.051 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.051 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1058 | OR_unadj: 1.146 [0.865 1.519] | indivs AUC:0.509 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.999 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.278 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.277 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.188 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.187 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.163 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.162 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.153 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.151 Vital: Ht-gain0to3 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1394 | OR_unadj: 0.853 [0.644 1.129] | indivs AUC:0.537 Correlated most with: Number of Visits:0.136 Diagnosis:9ccs126:Ot up rsp in:0.108 Newborn Diagnosis:9ccs143:Abdom hernia:-0.089 Diagnosis:9ccs16:Liver/ibd ca:0.082 Newborn Diagnosis:9ccs133:Oth low resp:0.080 Diagnosis:9ccs10:Immuniz/scrn:0.076 Diagnosis:9ccs92:Otitis media:0.074 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.072 Newborn Diagnosis:9ccs256:Exam/eval:0.068 Diagnosis:9ccs122:Pneumonia:0.064 Vital: HC-avg3to5 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1129 | OR_unadj: 1.116 [0.845 1.474] | indivs AUC:0.490 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.133 Newborn Diagnosis:9ccs5:HIV infectn:-0.096 Diagnosis:9ccs219:Low birth wt:-0.093 Newborn Diagnosis:9ccs94:Other ear dx:0.092 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.072 Newborn Diagnosis:9ccs256:Exam/eval:-0.069 Newborn Diagnosis:9ccs200:Oth skin dx:-0.064 Diagnosis:9ccs125:Bronchitis:0.061 Newborn Diagnosis:9ccs220:Birth asphyx:0.058 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.057 Vital: HC-gain10to16 | coef -0.001 95% CI: [-0.002 , 0.000] | OR_adj 0.999 [0.998 1.000] | occ: 1222 | OR_unadj: 1.142 [0.874 1.492] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs256:Exam/eval:-0.077 Diagnosis:9ccs154:Gastroent:-0.070 Diagnosis:9ccs190:Fetal distrs:-0.057 Diagnosis:9ccs92:Otitis media:0.056 Diagnosis:9ccs5:HIV infectn:0.056 Diagnosis:9ccs48:Thyroid dsor:0.055 Diagnosis:9ccs250:Nausea/vomit:-0.055 Diagnosis:9ccs10:Immuniz/scrn:-0.054 Diagnosis:9ccs96:Hrt valve dx:-0.053 Diagnosis:9ccs52:Nutrit defic:0.053 Census:Percent; Estimate; Percent bachelor's degree or higher-latest | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 1059 | OR_unadj: 1.050 [0.773 1.426] | indivs AUC:0.466 Correlated most with: Census:Percent; Estimate; Percent bachelor's degree or higher-latest:1.000 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.998 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.947 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.945 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.930 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.928 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.779 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.776 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.722 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.722 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1059 | OR_unadj: 1.048 [0.775 1.417] | indivs AUC:0.436 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.999 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.930 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.928 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.769 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.768 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.706 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.705 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.665 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.663 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1060 | OR_unadj: 0.956 [0.714 1.280] | indivs AUC:0.475 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.695 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.695 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.654 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.654 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.635 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.635 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.350 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.350 Vital: Ht-gain1to5 | coef 0.001 95% CI: [-0.002 , 0.003] | OR_adj 1.001 [0.998 1.003] | occ: 1420 | OR_unadj: 0.786 [0.598 1.035] | indivs AUC:0.479 Correlated most with: Number of Visits:0.163 Diagnosis:9ccs126:Ot up rsp in:0.103 Diagnosis:9ccs135:Intest infct:0.079 Diagnosis:9ccs154:Gastroent:-0.070 Diagnosis:9ccs225:Joint injury:0.069 Diagnosis:9ccs239:Superfic inj:0.068 Diagnosis:9ccs257:Ot aftercare:0.067 Diagnosis:9ccs159:UTI:0.067 Newborn Diagnosis:9ccs143:Abdom hernia:0.066 Diagnosis:9ccs7:Viral infect:0.065 Vital: HC-gain0to3 | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 1332 | OR_unadj: 0.871 [0.636 1.192] | indivs AUC:0.490 Correlated most with: Number of Visits:0.117 Diagnosis:9ccs126:Ot up rsp in:0.073 Diagnosis:9ccs137:Mouth dx:0.072 Diagnosis:9ccs49:DiabMel no c:-0.070 Newborn Diagnosis:9ccs143:Abdom hernia:-0.065 Diagnosis:9ccs92:Otitis media:0.062 Diagnosis:9ccs16:Liver/ibd ca:0.060 Newborn Diagnosis:9ccs133:Oth low resp:0.059 Diagnosis:9ccs159:UTI:0.055 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.054 Vital: HC-gain5to10 | coef -0.001 95% CI: [-0.002 , 0.000] | OR_adj 0.999 [0.998 1.000] | occ: 1305 | OR_unadj: 1.028 [0.772 1.370] | indivs AUC:0.434 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.079 Diagnosis:9ccs251:Abdomnl pain:-0.067 Diagnosis:9ccs234:Crush injury:-0.064 Diagnosis:9ccs236:Opn wnd extr:0.064 Lab:292208 CBC/DIFF/PLT - Sunrise:0.058 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.057 Diagnosis:9ccs231:Oth fracture:-0.055 Diagnosis:9ccs8:Oth infectns:-0.054 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.051 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.051 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1056 | OR_unadj: 1.052 [0.778 1.422] | indivs AUC:0.441 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.999 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.930 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.928 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.769 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.767 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.706 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.704 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.664 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.663 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1046 | OR_unadj: 1.400 [1.051 1.866] | indivs AUC:0.527 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.998 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.466 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.465 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.381 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.379 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.268 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.267 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.219 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.217 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1057 | OR_unadj: 1.248 [0.940 1.656] | indivs AUC:0.485 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.999 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.466 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.465 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.360 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.360 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.255 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.254 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.241 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.239 Vital: Ht-gain16to24 | coef 0.001 95% CI: [-0.003 , 0.004] | OR_adj 1.001 [0.997 1.004] | occ: 1417 | OR_unadj: 1.402 [0.978 2.008] | indivs AUC:0.553 Correlated most with: Diagnosis:9ccs4:Mycoses:-0.065 Newborn Diagnosis:9ccs133:Oth low resp:-0.063 Number of Visits:-0.061 Diagnosis:9ccs138:Esophgeal dx:-0.058 Diagnosis:9ccs233:Intracrn inj:0.052 Newborn Diagnosis:9ccs256:Exam/eval:-0.052 Diagnosis:9ccs61:Sickle cell:-0.052 Newborn Diagnosis:9ccs94:Other ear dx:0.050 Diagnosis:9ccs63:Wht blood dx:-0.048 Diagnosis:9ccs259:Unclassified:0.048 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 997 | OR_unadj: 1.196 [0.884 1.617] | indivs AUC:0.502 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.999 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.459 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.457 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.450 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.449 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.403 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.402 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.342 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.339 Vital: Ht Percentile-avg10to13 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 671 | OR_unadj: 1.232 [0.896 1.694] | indivs AUC:0.559 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.102 Diagnosis:9ccs230:Fx leg:-0.064 Diagnosis:9ccs89:Blindness:0.061 Diagnosis:10ccs58:Ot nutrit dx:0.059 Newborn Diagnosis:9ccs221:Resp distres:-0.055 Lab:323825 STREP SCREEN THROAT - Sunrise:0.052 Newborn Diagnosis:9ccs220:Birth asphyx:-0.052 Diagnosis:9ccs256:Exam/eval:0.051 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.050 Diagnosis:9ccs70:Schizo/rl dx:0.049 Vital: Ht-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1296 | OR_unadj: 0.876 [0.661 1.159] | indivs AUC:0.509 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.251 Diagnosis:9ccs87:Retinal dx:-0.116 Newborn Diagnosis:9ccs221:Resp distres:-0.104 Diagnosis:9ccs219:Low birth wt:-0.099 Newborn Diagnosis:9ccs222:Perint jaund:-0.097 Newborn Diagnosis:9ccs256:Exam/eval:-0.091 Diagnosis:9ccs143:Abdom hernia:-0.083 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.077 Newborn Diagnosis:9ccs253:Allergy:-0.076 Newborn Diagnosis:9ccs200:Oth skin dx:-0.075 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1056 | OR_unadj: 1.154 [0.867 1.537] | indivs AUC:0.546 Correlated most with: Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:1.000 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.999 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.731 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.730 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.656 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.654 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.636 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.635 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.609 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.607 * Vital: RR-latest | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 725 | OR_unadj: 0.663 [0.457 0.960] | indivs AUC:0.444 Correlated most with: Diagnosis:9ccs151:Oth liver dx:0.128 Diagnosis:9ccs10:Immuniz/scrn:0.079 Diagnosis:9ccs73:Preadult dx:-0.079 Diagnosis:9ccs257:Ot aftercare:0.074 Diagnosis:9ccs222:Perint jaund:0.073 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.071 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.071 Newborn Diagnosis:9ccs219:Low birth wt:0.070 Diagnosis:9ccs223:Birth trauma:0.066 Newborn Diagnosis:9ccs197:Skin infectn:0.065 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth | coef 0.000 95% CI: [-0.001 , 0.001] | OR_adj 1.000 [0.999 1.001] | occ: 1043 | OR_unadj: 1.400 [1.051 1.866] | indivs AUC:0.532 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.998 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.466 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.466 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.380 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.380 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.267 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.267 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.218 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.217 Vital: Ht Percentile-gain3to7 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 513 | OR_unadj: 0.862 [0.579 1.284] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs70:Schizo/rl dx:0.099 Diagnosis:9ccs145:Int obstruct:-0.089 Diagnosis:9ccs92:Otitis media:0.085 Lab:306025 PPD:0.075 Diagnosis:9ccs136:Teeth dx:0.069 Diagnosis:9ccs74:Ot mentl cnd:0.066 Diagnosis:9ccs2620:E Codes: Unspecified:0.064 Diagnosis:9ccs113:Late eff CVD:0.062 Diagnosis:9ccs161:Ot dx kidney:0.061 Diagnosis:9ccs59:Anemia:0.060 Vital: HC-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1229 | OR_unadj: 0.920 [0.701 1.208] | indivs AUC:0.492 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.212 Diagnosis:9ccs219:Low birth wt:-0.111 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.099 Diagnosis:9ccs75:Hx mental dx:0.093 Newborn Diagnosis:9ccs256:Exam/eval:-0.090 Newborn Diagnosis:9ccs221:Resp distres:-0.079 Newborn Diagnosis:9ccs253:Allergy:-0.077 Diagnosis:9ccs123:Influenza:0.077 Diagnosis:9ccs200:Oth skin dx:0.070 Newborn Diagnosis:9ccs5:HIV infectn:-0.068 Vital: Ht Percentile-gain13to19 | coef -0.000 95% CI: [-0.002 , 0.001] | OR_adj 1.000 [0.998 1.001] | occ: 832 | OR_unadj: 0.955 [0.693 1.316] | indivs AUC:0.478 Correlated most with: Newborn Diagnosis:9ccs143:Abdom hernia:-0.085 Diagnosis:9ccs171:Menstrual dx:-0.082 Diagnosis:9ccs49:DiabMel no c:0.071 Diagnosis:9ccs136:Teeth dx:-0.064 Diagnosis:9ccs163:Other GU dx:0.057 Diagnosis:9ccs208:Acq foot def:0.051 Diagnosis:9ccs211:Ot conn tiss:0.051 Newborn Diagnosis:9ccs215:gu cong anom:0.051 Diagnosis:9ccs125:Bronchitis:0.051 Diagnosis:9ccs143:Abdom hernia:-0.051 Vital: HC-gain7to13 | coef 0.000 95% CI: [-0.002 , 0.003] | OR_adj 1.000 [0.998 1.003] | occ: 1298 | OR_unadj: 1.240 [0.922 1.668] | indivs AUC:0.586 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.069 Diagnosis:9ccs251:Abdomnl pain:0.066 Diagnosis:9ccs231:Oth fracture:0.054 Diagnosis:9ccs5:HIV infectn:-0.053 Diagnosis:9ccs232:Sprain:-0.052 Diagnosis:9ccs211:Ot conn tiss:0.052 Diagnosis:9ccs52:Nutrit defic:-0.052 Diagnosis:9ccs221:Resp distres:-0.052 Diagnosis:9ccs2619:e codes: other specified- nec:0.050 Diagnosis:9ccs228:Fx skull fac:0.050 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest | coef 0.000 95% CI: [-0.002 , 0.002] | OR_adj 1.000 [0.998 1.002] | occ: 1060 | OR_unadj: 1.261 [0.951 1.673] | indivs AUC:0.492 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.999 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.466 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.466 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.360 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.360 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.255 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.252 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.241 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.239 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth | coef -0.000 95% CI: [-0.001 , 0.001] | OR_adj 1.000 [0.999 1.001] | occ: 1055 | OR_unadj: 1.063 [0.788 1.433] | indivs AUC:0.501 Correlated most with: Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:1.000 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.998 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.731 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.731 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.719 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.718 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.710 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.708 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.653 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.652 Census:Percent; Estimate; Percent high school graduate or higher-birth | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1057 | OR_unadj: 1.134 [0.857 1.501] | indivs AUC:0.502 Correlated most with: Census:Percent; Estimate; Percent high school graduate or higher-birth:1.000 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.933 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.931 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.914 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.912 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.778 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.776 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.759 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.757 Vital: HC-gain13to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1080 | OR_unadj: 0.985 [0.755 1.286] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs128:Asthma:0.079 Newborn Diagnosis:9ccs223:Birth trauma:0.070 Diagnosis:9ccs171:Menstrual dx:-0.058 Diagnosis:9ccs96:Hrt valve dx:0.058 Diagnosis:9ccs10:Immuniz/scrn:0.055 Diagnosis:9ccs257:Ot aftercare:0.050 Diagnosis:9ccs243:Poisn nonmed:-0.049 Diagnosis:9ccs163:Other GU dx:0.048 Diagnosis:9ccs228:Fx skull fac:0.047 Diagnosis:9ccs2619:e codes: other specified- nec:0.047 Vital: HC-gain16to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1064 | OR_unadj: 0.868 [0.662 1.137] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs171:Menstrual dx:0.061 Lab:292495 LEAD LEVEL - Sunrise:0.060 Diagnosis:9ccs209:Ot acq defor:0.056 Newborn Diagnosis:9ccs256:Exam/eval:-0.054 Diagnosis:9ccs214:GI cong anom:-0.049 Diagnosis:9ccs251:Abdomnl pain:-0.049 Diagnosis:9ccs95:Oth nerv dx:0.048 Diagnosis:9ccs140:Gastritis:0.048 Diagnosis:9ccs256:Exam/eval:-0.047 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.047 Vital: Ht Percentile-avg13to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 688 | OR_unadj: 1.313 [0.962 1.791] | indivs AUC:0.508 Correlated most with: Diagnosis:10ccs58:Ot nutrit dx:0.089 Lab:323825 STREP SCREEN THROAT - Sunrise:0.084 Newborn Diagnosis:9ccs219:Low birth wt:-0.082 Newborn Diagnosis:9ccs221:Resp distres:-0.071 Newborn Diagnosis:9ccs214:GI cong anom:0.068 Diagnosis:9ccs242:Poisn ot med:0.066 Diagnosis:9ccs171:Menstrual dx:0.065 Diagnosis:9ccs2603:E Codes: Fall:0.060 Diagnosis:9ccs90:Eye infectn:0.058 Newborn Diagnosis:9ccs200:Oth skin dx:-0.057 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1060 | OR_unadj: 1.111 [0.830 1.488] | indivs AUC:0.504 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.997 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.947 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.944 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.769 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.767 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.760 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.757 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.714 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.711 Vital: Ht-avg5to7 | coef -0.000 95% CI: [-0.002 , 0.002] | OR_adj 1.000 [0.998 1.002] | occ: 1293 | OR_unadj: 1.103 [0.839 1.451] | indivs AUC:0.484 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.219 Newborn Diagnosis:9ccs221:Resp distres:-0.116 Diagnosis:9ccs87:Retinal dx:-0.106 Newborn Diagnosis:9ccs222:Perint jaund:-0.087 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.085 Newborn Diagnosis:9ccs200:Oth skin dx:-0.084 Diagnosis:9ccs219:Low birth wt:-0.083 Diagnosis:9ccs210:SLE:-0.079 Newborn Diagnosis:9ccs5:HIV infectn:-0.072 Diagnosis:9ccs124:Tonsillitis:0.072 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1057 | OR_unadj: 0.957 [0.702 1.304] | indivs AUC:0.506 Correlated most with: Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:1.000 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.997 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.914 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.912 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.721 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.719 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.713 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.711 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.709 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.708 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1010 | OR_unadj: 0.881 [0.647 1.199] | indivs AUC:0.494 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.587 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.586 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.582 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.581 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.482 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.481 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.475 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.474 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 994 | OR_unadj: 1.205 [0.891 1.630] | indivs AUC:0.509 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.999 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.458 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.457 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.449 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.448 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.403 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.402 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.342 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.341 Vital : 0.0987616937005 MatDeliveryAge : 0.00946888689608 Census : 0.0198471338329 Number of Visits : -0.00329727474461 Time to run analysis 0:00:50.717467 Total Time elapsed 13:48:14.422900 ----------------------------------------------------- girls no_min no_wt_bmi randomforest regression Running batch 1 of 7 with 16 nodes Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.839, R^2 test: -0.048 Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.754, R^2 test: -0.023 Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.585, R^2 test: -0.002 Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.500, R^2 test: 0.001 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.966, Explained Variance Score Train: 0.500 AUC Validation: 0.655, Explained Variance Score Validation: 0.012 AUC Test: 0.568, Explained Variance Score Test: 0.023 Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.859, R^2 test: -0.284 Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.787, R^2 test: -0.258 Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.612, R^2 test: -0.196 Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.518, R^2 test: -0.181 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.975, Explained Variance Score Train: 0.612 AUC Validation: 0.399, Explained Variance Score Validation: -0.160 AUC Test: 0.597, Explained Variance Score Test: 0.016 Bootstrap CV 11, alpha = (3000, 2, 1), R^2 train: 0.863, R^2 test: 0.050 Bootstrap CV 11, alpha = (3000, 2, 2), R^2 train: 0.785, R^2 test: 0.034 Bootstrap CV 11, alpha = (3000, 2, 5), R^2 train: 0.602, R^2 test: 0.034 Bootstrap CV 11, alpha = (3000, 2, 7), R^2 train: 0.520, R^2 test: 0.035 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.966, Explained Variance Score Train: 0.520 AUC Validation: 0.685, Explained Variance Score Validation: 0.039 AUC Test: 0.521, Explained Variance Score Test: 0.004 Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.871, R^2 test: 0.139 Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.827, R^2 test: 0.142 Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.668, R^2 test: 0.128 Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.575, R^2 test: 0.116 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.963, Explained Variance Score Train: 0.575 AUC Validation: 0.727, Explained Variance Score Validation: 0.136 AUC Test: 0.588, Explained Variance Score Test: 0.051 Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.843, R^2 test: -0.035 Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.736, R^2 test: 0.031 Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.512, R^2 test: -0.018 Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.428, R^2 test: -0.047 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.982, Explained Variance Score Train: 0.513 AUC Validation: 0.593, Explained Variance Score Validation: 0.025 AUC Test: 0.539, Explained Variance Score Test: 0.018 Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.874, R^2 test: 0.041 Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.829, R^2 test: 0.043 Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.664, R^2 test: 0.008 Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.574, R^2 test: 0.006 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.998, Explained Variance Score Train: 0.829 AUC Validation: 0.648, Explained Variance Score Validation: 0.048 AUC Test: 0.575, Explained Variance Score Test: 0.022 Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.860, R^2 test: -0.247 Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.771, R^2 test: -0.105 Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.577, R^2 test: -0.029 Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.485, R^2 test: -0.005 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.951, Explained Variance Score Train: 0.485 AUC Validation: 0.595, Explained Variance Score Validation: -0.004 AUC Test: 0.578, Explained Variance Score Test: 0.038 Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.848, R^2 test: -0.082 Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.741, R^2 test: -0.001 Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.574, R^2 test: 0.026 Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.490, R^2 test: 0.027 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.964, Explained Variance Score Train: 0.574 AUC Validation: 0.630, Explained Variance Score Validation: 0.035 AUC Test: 0.596, Explained Variance Score Test: 0.037 Bootstrap CV 10, alpha = (3000, 2, 1), R^2 train: 0.868, R^2 test: 0.042 Bootstrap CV 10, alpha = (3000, 2, 2), R^2 train: 0.796, R^2 test: 0.075 Bootstrap CV 10, alpha = (3000, 2, 5), R^2 train: 0.605, R^2 test: 0.099 Bootstrap CV 10, alpha = (3000, 2, 7), R^2 train: 0.512, R^2 test: 0.105 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.984, Explained Variance Score Train: 0.512 AUC Validation: 0.713, Explained Variance Score Validation: 0.105 AUC Test: 0.504, Explained Variance Score Test: -0.008 Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.846, R^2 test: -0.289 Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.687, R^2 test: -0.056 Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.487, R^2 test: -0.021 Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.406, R^2 test: -0.023 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.966, Explained Variance Score Train: 0.487 AUC Validation: 0.625, Explained Variance Score Validation: -0.021 AUC Test: 0.534, Explained Variance Score Test: -0.034 Bootstrap CV 12, alpha = (3000, 2, 1), R^2 train: 0.866, R^2 test: 0.020 Bootstrap CV 12, alpha = (3000, 2, 2), R^2 train: 0.803, R^2 test: 0.005 Bootstrap CV 12, alpha = (3000, 2, 5), R^2 train: 0.617, R^2 test: 0.010 Bootstrap CV 12, alpha = (3000, 2, 7), R^2 train: 0.524, R^2 test: 0.018 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.989, Explained Variance Score Train: 0.803 AUC Validation: 0.649, Explained Variance Score Validation: 0.049 AUC Test: 0.569, Explained Variance Score Test: -0.021 Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.846, R^2 test: -0.217 Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.777, R^2 test: -0.183 Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.580, R^2 test: -0.181 Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.489, R^2 test: -0.181 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.976, Explained Variance Score Train: 0.581 AUC Validation: 0.313, Explained Variance Score Validation: -0.171 AUC Test: 0.554, Explained Variance Score Test: 0.011 Bootstrap CV 13, alpha = (3000, 2, 1), R^2 train: 0.857, R^2 test: -0.054 Bootstrap CV 13, alpha = (3000, 2, 2), R^2 train: 0.781, R^2 test: -0.109 Bootstrap CV 13, alpha = (3000, 2, 5), R^2 train: 0.580, R^2 test: -0.001 Bootstrap CV 13, alpha = (3000, 2, 7), R^2 train: 0.485, R^2 test: -0.002 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.936, Explained Variance Score Train: 0.485 AUC Validation: 0.602, Explained Variance Score Validation: 0.000 AUC Test: 0.641, Explained Variance Score Test: 0.082 Bootstrap CV 15, alpha = (3000, 2, 1), R^2 train: 0.860, R^2 test: 0.040 Bootstrap CV 15, alpha = (3000, 2, 2), R^2 train: 0.812, R^2 test: 0.018 Bootstrap CV 15, alpha = (3000, 2, 5), R^2 train: 0.637, R^2 test: 0.032 Bootstrap CV 15, alpha = (3000, 2, 7), R^2 train: 0.542, R^2 test: 0.043 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.949, Explained Variance Score Train: 0.542 AUC Validation: 0.665, Explained Variance Score Validation: 0.048 AUC Test: 0.569, Explained Variance Score Test: 0.030 Bootstrap CV 14, alpha = (3000, 2, 1), R^2 train: 0.845, R^2 test: -0.217 Bootstrap CV 14, alpha = (3000, 2, 2), R^2 train: 0.771, R^2 test: -0.166 Bootstrap CV 14, alpha = (3000, 2, 5), R^2 train: 0.591, R^2 test: -0.047 Bootstrap CV 14, alpha = (3000, 2, 7), R^2 train: 0.495, R^2 test: -0.034 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.951, Explained Variance Score Train: 0.495 AUC Validation: 0.614, Explained Variance Score Validation: -0.009 AUC Test: 0.582, Explained Variance Score Test: 0.020 Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.858, R^2 test: 0.054 Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.772, R^2 test: 0.094 Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.586, R^2 test: 0.105 Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.496, R^2 test: 0.111 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.976, Explained Variance Score Train: 0.586 AUC Validation: 0.699, Explained Variance Score Validation: 0.106 AUC Test: 0.608, Explained Variance Score Test: 0.027 Running batch 2 of 7 with 16 nodes Bootstrap CV 16, alpha = (3000, 2, 1), R^2 train: 0.852, R^2 test: -0.417 Bootstrap CV 16, alpha = (3000, 2, 2), R^2 train: 0.758, R^2 test: -0.202 Bootstrap CV 16, alpha = (3000, 2, 5), R^2 train: 0.556, R^2 test: -0.116 Bootstrap CV 16, alpha = (3000, 2, 7), R^2 train: 0.468, R^2 test: -0.105 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.923, Explained Variance Score Train: 0.468 AUC Validation: 0.535, Explained Variance Score Validation: -0.083 AUC Test: 0.591, Explained Variance Score Test: 0.036 Bootstrap CV 26, alpha = (3000, 2, 1), R^2 train: 0.872, R^2 test: -0.100 Bootstrap CV 26, alpha = (3000, 2, 2), R^2 train: 0.783, R^2 test: -0.084 Bootstrap CV 26, alpha = (3000, 2, 5), R^2 train: 0.559, R^2 test: -0.006 Bootstrap CV 26, alpha = (3000, 2, 7), R^2 train: 0.479, R^2 test: 0.015 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.967, Explained Variance Score Train: 0.479 AUC Validation: 0.696, Explained Variance Score Validation: 0.017 AUC Test: 0.567, Explained Variance Score Test: -0.004 Bootstrap CV 23, alpha = (3000, 2, 1), R^2 train: 0.839, R^2 test: -0.138 Bootstrap CV 23, alpha = (3000, 2, 2), R^2 train: 0.758, R^2 test: -0.071 Bootstrap CV 23, alpha = (3000, 2, 5), R^2 train: 0.564, R^2 test: -0.008 Bootstrap CV 23, alpha = (3000, 2, 7), R^2 train: 0.467, R^2 test: -0.009 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.953, Explained Variance Score Train: 0.564 AUC Validation: 0.536, Explained Variance Score Validation: 0.013 AUC Test: 0.596, Explained Variance Score Test: 0.046 Bootstrap CV 24, alpha = (3000, 2, 1), R^2 train: 0.826, R^2 test: -0.184 Bootstrap CV 24, alpha = (3000, 2, 2), R^2 train: 0.698, R^2 test: -0.076 Bootstrap CV 24, alpha = (3000, 2, 5), R^2 train: 0.490, R^2 test: -0.035 Bootstrap CV 24, alpha = (3000, 2, 7), R^2 train: 0.416, R^2 test: -0.018 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.946, Explained Variance Score Train: 0.416 AUC Validation: 0.520, Explained Variance Score Validation: -0.011 AUC Test: 0.540, Explained Variance Score Test: -0.002 Bootstrap CV 22, alpha = (3000, 2, 1), R^2 train: 0.858, R^2 test: -1.239 Bootstrap CV 22, alpha = (3000, 2, 2), R^2 train: 0.729, R^2 test: -0.410 Bootstrap CV 22, alpha = (3000, 2, 5), R^2 train: 0.528, R^2 test: -0.126 Bootstrap CV 22, alpha = (3000, 2, 7), R^2 train: 0.449, R^2 test: -0.094 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.923, Explained Variance Score Train: 0.449 AUC Validation: 0.477, Explained Variance Score Validation: -0.092 AUC Test: 0.580, Explained Variance Score Test: 0.012 Bootstrap CV 19, alpha = (3000, 2, 1), R^2 train: 0.855, R^2 test: 0.057 Bootstrap CV 19, alpha = (3000, 2, 2), R^2 train: 0.796, R^2 test: 0.041 Bootstrap CV 19, alpha = (3000, 2, 5), R^2 train: 0.617, R^2 test: 0.018 Bootstrap CV 19, alpha = (3000, 2, 7), R^2 train: 0.520, R^2 test: 0.030 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.981, Explained Variance Score Train: 0.617 AUC Validation: 0.632, Explained Variance Score Validation: 0.019 AUC Test: 0.614, Explained Variance Score Test: 0.036 Bootstrap CV 17, alpha = (3000, 2, 1), R^2 train: 0.844, R^2 test: -0.092 Bootstrap CV 17, alpha = (3000, 2, 2), R^2 train: 0.767, R^2 test: -0.071 Bootstrap CV 17, alpha = (3000, 2, 5), R^2 train: 0.555, R^2 test: -0.005 Bootstrap CV 17, alpha = (3000, 2, 7), R^2 train: 0.460, R^2 test: -0.012 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.976, Explained Variance Score Train: 0.555 AUC Validation: 0.769, Explained Variance Score Validation: 0.053 AUC Test: 0.576, Explained Variance Score Test: 0.017 Bootstrap CV 25, alpha = (3000, 2, 1), R^2 train: 0.852, R^2 test: -0.061 Bootstrap CV 25, alpha = (3000, 2, 2), R^2 train: 0.757, R^2 test: -0.064 Bootstrap CV 25, alpha = (3000, 2, 5), R^2 train: 0.560, R^2 test: -0.003 Bootstrap CV 25, alpha = (3000, 2, 7), R^2 train: 0.481, R^2 test: -0.005 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.995, Explained Variance Score Train: 0.852 AUC Validation: 0.522, Explained Variance Score Validation: -0.040 AUC Test: 0.599, Explained Variance Score Test: 0.075 Bootstrap CV 28, alpha = (3000, 2, 1), R^2 train: 0.861, R^2 test: -0.080 Bootstrap CV 28, alpha = (3000, 2, 2), R^2 train: 0.796, R^2 test: -0.098 Bootstrap CV 28, alpha = (3000, 2, 5), R^2 train: 0.622, R^2 test: -0.113 Bootstrap CV 28, alpha = (3000, 2, 7), R^2 train: 0.532, R^2 test: -0.095 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.977, Explained Variance Score Train: 0.532 AUC Validation: 0.493, Explained Variance Score Validation: -0.080 AUC Test: 0.597, Explained Variance Score Test: 0.028 Bootstrap CV 21, alpha = (3000, 2, 1), R^2 train: 0.814, R^2 test: 0.025 Bootstrap CV 21, alpha = (3000, 2, 2), R^2 train: 0.663, R^2 test: 0.029 Bootstrap CV 21, alpha = (3000, 2, 5), R^2 train: 0.459, R^2 test: 0.023 Bootstrap CV 21, alpha = (3000, 2, 7), R^2 train: 0.386, R^2 test: 0.047 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.959, Explained Variance Score Train: 0.460 AUC Validation: 0.631, Explained Variance Score Validation: 0.024 AUC Test: 0.570, Explained Variance Score Test: 0.015 Bootstrap CV 18, alpha = (3000, 2, 1), R^2 train: 0.826, R^2 test: -0.041 Bootstrap CV 18, alpha = (3000, 2, 2), R^2 train: 0.709, R^2 test: -0.028 Bootstrap CV 18, alpha = (3000, 2, 5), R^2 train: 0.526, R^2 test: 0.002 Bootstrap CV 18, alpha = (3000, 2, 7), R^2 train: 0.452, R^2 test: 0.017 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.965, Explained Variance Score Train: 0.452 AUC Validation: 0.636, Explained Variance Score Validation: 0.023 AUC Test: 0.591, Explained Variance Score Test: 0.021 Bootstrap CV 30, alpha = (3000, 2, 1), R^2 train: 0.850, R^2 test: 0.000 Bootstrap CV 30, alpha = (3000, 2, 2), R^2 train: 0.788, R^2 test: 0.021 Bootstrap CV 30, alpha = (3000, 2, 5), R^2 train: 0.595, R^2 test: 0.026 Bootstrap CV 30, alpha = (3000, 2, 7), R^2 train: 0.500, R^2 test: 0.043 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.971, Explained Variance Score Train: 0.595 AUC Validation: 0.540, Explained Variance Score Validation: 0.028 AUC Test: 0.631, Explained Variance Score Test: 0.058 Bootstrap CV 27, alpha = (3000, 2, 1), R^2 train: 0.849, R^2 test: -0.097 Bootstrap CV 27, alpha = (3000, 2, 2), R^2 train: 0.774, R^2 test: -0.107 Bootstrap CV 27, alpha = (3000, 2, 5), R^2 train: 0.564, R^2 test: -0.093 Bootstrap CV 27, alpha = (3000, 2, 7), R^2 train: 0.467, R^2 test: -0.053 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.968, Explained Variance Score Train: 0.467 AUC Validation: 0.503, Explained Variance Score Validation: -0.049 AUC Test: 0.526, Explained Variance Score Test: 0.015 Bootstrap CV 29, alpha = (3000, 2, 1), R^2 train: 0.837, R^2 test: -0.650 Bootstrap CV 29, alpha = (3000, 2, 2), R^2 train: 0.752, R^2 test: -0.300 Bootstrap CV 29, alpha = (3000, 2, 5), R^2 train: 0.546, R^2 test: -0.202 Bootstrap CV 29, alpha = (3000, 2, 7), R^2 train: 0.460, R^2 test: -0.154 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.954, Explained Variance Score Train: 0.460 AUC Validation: 0.368, Explained Variance Score Validation: -0.088 AUC Test: 0.590, Explained Variance Score Test: 0.051 Bootstrap CV 31, alpha = (3000, 2, 1), R^2 train: 0.856, R^2 test: -0.094 Bootstrap CV 31, alpha = (3000, 2, 2), R^2 train: 0.781, R^2 test: -0.101 Bootstrap CV 31, alpha = (3000, 2, 5), R^2 train: 0.581, R^2 test: -0.067 Bootstrap CV 31, alpha = (3000, 2, 7), R^2 train: 0.483, R^2 test: -0.037 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.945, Explained Variance Score Train: 0.483 AUC Validation: 0.553, Explained Variance Score Validation: -0.037 AUC Test: 0.587, Explained Variance Score Test: 0.021 Bootstrap CV 20, alpha = (3000, 2, 1), R^2 train: 0.852, R^2 test: 0.029 Bootstrap CV 20, alpha = (3000, 2, 2), R^2 train: 0.773, R^2 test: 0.078 Bootstrap CV 20, alpha = (3000, 2, 5), R^2 train: 0.576, R^2 test: 0.086 Bootstrap CV 20, alpha = (3000, 2, 7), R^2 train: 0.472, R^2 test: 0.081 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.993, Explained Variance Score Train: 0.774 AUC Validation: 0.672, Explained Variance Score Validation: 0.079 AUC Test: 0.585, Explained Variance Score Test: 0.058 Running batch 3 of 7 with 16 nodes Bootstrap CV 38, alpha = (3000, 2, 1), R^2 train: 0.842, R^2 test: -0.074 Bootstrap CV 38, alpha = (3000, 2, 2), R^2 train: 0.754, R^2 test: -0.068 Bootstrap CV 38, alpha = (3000, 2, 5), R^2 train: 0.588, R^2 test: -0.047 Bootstrap CV 38, alpha = (3000, 2, 7), R^2 train: 0.498, R^2 test: -0.039 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.955, Explained Variance Score Train: 0.498 AUC Validation: 0.460, Explained Variance Score Validation: -0.038 AUC Test: 0.547, Explained Variance Score Test: 0.004 Bootstrap CV 40, alpha = (3000, 2, 1), R^2 train: 0.866, R^2 test: 0.049 Bootstrap CV 40, alpha = (3000, 2, 2), R^2 train: 0.813, R^2 test: 0.070 Bootstrap CV 40, alpha = (3000, 2, 5), R^2 train: 0.632, R^2 test: 0.082 Bootstrap CV 40, alpha = (3000, 2, 7), R^2 train: 0.546, R^2 test: 0.096 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.962, Explained Variance Score Train: 0.632 AUC Validation: 0.675, Explained Variance Score Validation: 0.082 AUC Test: 0.560, Explained Variance Score Test: 0.030 Bootstrap CV 35, alpha = (3000, 2, 1), R^2 train: 0.857, R^2 test: -0.039 Bootstrap CV 35, alpha = (3000, 2, 2), R^2 train: 0.813, R^2 test: -0.037 Bootstrap CV 35, alpha = (3000, 2, 5), R^2 train: 0.638, R^2 test: -0.032 Bootstrap CV 35, alpha = (3000, 2, 7), R^2 train: 0.537, R^2 test: -0.027 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.977, Explained Variance Score Train: 0.538 AUC Validation: 0.540, Explained Variance Score Validation: -0.020 AUC Test: 0.520, Explained Variance Score Test: 0.010 Bootstrap CV 37, alpha = (3000, 2, 1), R^2 train: 0.846, R^2 test: -0.018 Bootstrap CV 37, alpha = (3000, 2, 2), R^2 train: 0.723, R^2 test: -0.012 Bootstrap CV 37, alpha = (3000, 2, 5), R^2 train: 0.549, R^2 test: 0.008 Bootstrap CV 37, alpha = (3000, 2, 7), R^2 train: 0.470, R^2 test: 0.010 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.979, Explained Variance Score Train: 0.471 AUC Validation: 0.622, Explained Variance Score Validation: 0.029 AUC Test: 0.556, Explained Variance Score Test: -0.015 Bootstrap CV 33, alpha = (3000, 2, 1), R^2 train: 0.864, R^2 test: -0.161 Bootstrap CV 33, alpha = (3000, 2, 2), R^2 train: 0.808, R^2 test: -0.088 Bootstrap CV 33, alpha = (3000, 2, 5), R^2 train: 0.620, R^2 test: -0.071 Bootstrap CV 33, alpha = (3000, 2, 7), R^2 train: 0.535, R^2 test: -0.064 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.994, Explained Variance Score Train: 0.808 AUC Validation: 0.540, Explained Variance Score Validation: -0.069 AUC Test: 0.539, Explained Variance Score Test: 0.009 Bootstrap CV 44, alpha = (3000, 2, 1), R^2 train: 0.862, R^2 test: -0.105 Bootstrap CV 44, alpha = (3000, 2, 2), R^2 train: 0.801, R^2 test: -0.127 Bootstrap CV 44, alpha = (3000, 2, 5), R^2 train: 0.613, R^2 test: -0.071 Bootstrap CV 44, alpha = (3000, 2, 7), R^2 train: 0.522, R^2 test: -0.048 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.966, Explained Variance Score Train: 0.522 AUC Validation: 0.538, Explained Variance Score Validation: -0.045 AUC Test: 0.584, Explained Variance Score Test: 0.015 Bootstrap CV 42, alpha = (3000, 2, 1), R^2 train: 0.852, R^2 test: -0.193 Bootstrap CV 42, alpha = (3000, 2, 2), R^2 train: 0.793, R^2 test: -0.173 Bootstrap CV 42, alpha = (3000, 2, 5), R^2 train: 0.595, R^2 test: -0.086 Bootstrap CV 42, alpha = (3000, 2, 7), R^2 train: 0.504, R^2 test: -0.051 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.973, Explained Variance Score Train: 0.504 AUC Validation: 0.577, Explained Variance Score Validation: -0.037 AUC Test: 0.575, Explained Variance Score Test: 0.008 Bootstrap CV 45, alpha = (3000, 2, 1), R^2 train: 0.845, R^2 test: -0.116 Bootstrap CV 45, alpha = (3000, 2, 2), R^2 train: 0.752, R^2 test: 0.026 Bootstrap CV 45, alpha = (3000, 2, 5), R^2 train: 0.559, R^2 test: 0.107 Bootstrap CV 45, alpha = (3000, 2, 7), R^2 train: 0.462, R^2 test: 0.114 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.965, Explained Variance Score Train: 0.463 AUC Validation: 0.785, Explained Variance Score Validation: 0.117 AUC Test: 0.608, Explained Variance Score Test: 0.061 Bootstrap CV 32, alpha = (3000, 2, 1), R^2 train: 0.874, R^2 test: -0.075 Bootstrap CV 32, alpha = (3000, 2, 2), R^2 train: 0.829, R^2 test: -0.054 Bootstrap CV 32, alpha = (3000, 2, 5), R^2 train: 0.667, R^2 test: -0.032 Bootstrap CV 32, alpha = (3000, 2, 7), R^2 train: 0.586, R^2 test: -0.023 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.992, Explained Variance Score Train: 0.830 AUC Validation: 0.599, Explained Variance Score Validation: -0.029 AUC Test: 0.573, Explained Variance Score Test: 0.021 Bootstrap CV 34, alpha = (3000, 2, 1), R^2 train: 0.854, R^2 test: -0.023 Bootstrap CV 34, alpha = (3000, 2, 2), R^2 train: 0.779, R^2 test: -0.040 Bootstrap CV 34, alpha = (3000, 2, 5), R^2 train: 0.597, R^2 test: -0.027 Bootstrap CV 34, alpha = (3000, 2, 7), R^2 train: 0.506, R^2 test: -0.026 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.954, Explained Variance Score Train: 0.507 AUC Validation: 0.601, Explained Variance Score Validation: -0.016 AUC Test: 0.555, Explained Variance Score Test: 0.020 Bootstrap CV 39, alpha = (3000, 2, 1), R^2 train: 0.857, R^2 test: -0.238 Bootstrap CV 39, alpha = (3000, 2, 2), R^2 train: 0.766, R^2 test: -0.233 Bootstrap CV 39, alpha = (3000, 2, 5), R^2 train: 0.604, R^2 test: -0.181 Bootstrap CV 39, alpha = (3000, 2, 7), R^2 train: 0.527, R^2 test: -0.170 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.959, Explained Variance Score Train: 0.528 AUC Validation: 0.583, Explained Variance Score Validation: -0.075 AUC Test: 0.594, Explained Variance Score Test: 0.022 Bootstrap CV 43, alpha = (3000, 2, 1), R^2 train: 0.852, R^2 test: -0.083 Bootstrap CV 43, alpha = (3000, 2, 2), R^2 train: 0.768, R^2 test: -0.087 Bootstrap CV 43, alpha = (3000, 2, 5), R^2 train: 0.571, R^2 test: -0.026 Bootstrap CV 43, alpha = (3000, 2, 7), R^2 train: 0.479, R^2 test: -0.013 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.985, Explained Variance Score Train: 0.571 AUC Validation: 0.553, Explained Variance Score Validation: -0.024 AUC Test: 0.566, Explained Variance Score Test: 0.063 Bootstrap CV 46, alpha = (3000, 2, 1), R^2 train: 0.850, R^2 test: -0.119 Bootstrap CV 46, alpha = (3000, 2, 2), R^2 train: 0.768, R^2 test: -0.065 Bootstrap CV 46, alpha = (3000, 2, 5), R^2 train: 0.575, R^2 test: -0.017 Bootstrap CV 46, alpha = (3000, 2, 7), R^2 train: 0.485, R^2 test: -0.011 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.986, Explained Variance Score Train: 0.768 AUC Validation: 0.476, Explained Variance Score Validation: -0.064 AUC Test: 0.567, Explained Variance Score Test: 0.028 Bootstrap CV 36, alpha = (3000, 2, 1), R^2 train: 0.856, R^2 test: -0.141 Bootstrap CV 36, alpha = (3000, 2, 2), R^2 train: 0.786, R^2 test: -0.103 Bootstrap CV 36, alpha = (3000, 2, 5), R^2 train: 0.572, R^2 test: 0.030 Bootstrap CV 36, alpha = (3000, 2, 7), R^2 train: 0.483, R^2 test: 0.031 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.944, Explained Variance Score Train: 0.483 AUC Validation: 0.636, Explained Variance Score Validation: 0.033 AUC Test: 0.596, Explained Variance Score Test: 0.024 Bootstrap CV 41, alpha = (3000, 2, 1), R^2 train: 0.866, R^2 test: -0.001 Bootstrap CV 41, alpha = (3000, 2, 2), R^2 train: 0.808, R^2 test: -0.039 Bootstrap CV 41, alpha = (3000, 2, 5), R^2 train: 0.644, R^2 test: -0.052 Bootstrap CV 41, alpha = (3000, 2, 7), R^2 train: 0.558, R^2 test: -0.052 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.994, Explained Variance Score Train: 0.808 AUC Validation: 0.542, Explained Variance Score Validation: -0.034 AUC Test: 0.598, Explained Variance Score Test: 0.049 Bootstrap CV 47, alpha = (3000, 2, 1), R^2 train: 0.842, R^2 test: 0.032 Bootstrap CV 47, alpha = (3000, 2, 2), R^2 train: 0.758, R^2 test: 0.006 Bootstrap CV 47, alpha = (3000, 2, 5), R^2 train: 0.541, R^2 test: -0.021 Bootstrap CV 47, alpha = (3000, 2, 7), R^2 train: 0.450, R^2 test: -0.013 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.991, Explained Variance Score Train: 0.759 AUC Validation: 0.522, Explained Variance Score Validation: 0.010 AUC Test: 0.589, Explained Variance Score Test: 0.043 Running batch 4 of 7 with 16 nodes Bootstrap CV 63, alpha = (3000, 2, 1), R^2 train: 0.848, R^2 test: -0.032 Bootstrap CV 63, alpha = (3000, 2, 2), R^2 train: 0.754, R^2 test: -0.016 Bootstrap CV 63, alpha = (3000, 2, 5), R^2 train: 0.588, R^2 test: 0.017 Bootstrap CV 63, alpha = (3000, 2, 7), R^2 train: 0.500, R^2 test: 0.056 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.978, Explained Variance Score Train: 0.500 AUC Validation: 0.637, Explained Variance Score Validation: 0.060 AUC Test: 0.558, Explained Variance Score Test: 0.019 Bootstrap CV 50, alpha = (3000, 2, 1), R^2 train: 0.864, R^2 test: -0.633 Bootstrap CV 50, alpha = (3000, 2, 2), R^2 train: 0.749, R^2 test: -0.463 Bootstrap CV 50, alpha = (3000, 2, 5), R^2 train: 0.530, R^2 test: -0.093 Bootstrap CV 50, alpha = (3000, 2, 7), R^2 train: 0.447, R^2 test: -0.059 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.955, Explained Variance Score Train: 0.447 AUC Validation: 0.578, Explained Variance Score Validation: -0.048 AUC Test: 0.580, Explained Variance Score Test: 0.005 Bootstrap CV 49, alpha = (3000, 2, 1), R^2 train: 0.856, R^2 test: 0.049 Bootstrap CV 49, alpha = (3000, 2, 2), R^2 train: 0.792, R^2 test: 0.089 Bootstrap CV 49, alpha = (3000, 2, 5), R^2 train: 0.598, R^2 test: 0.122 Bootstrap CV 49, alpha = (3000, 2, 7), R^2 train: 0.507, R^2 test: 0.129 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.960, Explained Variance Score Train: 0.598 AUC Validation: 0.778, Explained Variance Score Validation: 0.124 AUC Test: 0.584, Explained Variance Score Test: 0.026 Bootstrap CV 56, alpha = (3000, 2, 1), R^2 train: 0.861, R^2 test: -0.363 Bootstrap CV 56, alpha = (3000, 2, 2), R^2 train: 0.805, R^2 test: -0.414 Bootstrap CV 56, alpha = (3000, 2, 5), R^2 train: 0.609, R^2 test: -0.192 Bootstrap CV 56, alpha = (3000, 2, 7), R^2 train: 0.531, R^2 test: -0.158 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.965, Explained Variance Score Train: 0.531 AUC Validation: 0.738, Explained Variance Score Validation: -0.076 AUC Test: 0.509, Explained Variance Score Test: -0.053 Bootstrap CV 48, alpha = (3000, 2, 1), R^2 train: 0.857, R^2 test: -0.013 Bootstrap CV 48, alpha = (3000, 2, 2), R^2 train: 0.803, R^2 test: -0.020 Bootstrap CV 48, alpha = (3000, 2, 5), R^2 train: 0.625, R^2 test: -0.013 Bootstrap CV 48, alpha = (3000, 2, 7), R^2 train: 0.524, R^2 test: -0.007 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.999, Explained Variance Score Train: 0.857 AUC Validation: 0.546, Explained Variance Score Validation: 0.020 AUC Test: 0.613, Explained Variance Score Test: 0.050 Bootstrap CV 51, alpha = (3000, 2, 1), R^2 train: 0.859, R^2 test: 0.089 Bootstrap CV 51, alpha = (3000, 2, 2), R^2 train: 0.805, R^2 test: 0.119 Bootstrap CV 51, alpha = (3000, 2, 5), R^2 train: 0.617, R^2 test: 0.133 Bootstrap CV 51, alpha = (3000, 2, 7), R^2 train: 0.521, R^2 test: 0.121 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.993, Explained Variance Score Train: 0.860 AUC Validation: 0.601, Explained Variance Score Validation: 0.090 AUC Test: 0.601, Explained Variance Score Test: 0.030 Bootstrap CV 55, alpha = (3000, 2, 1), R^2 train: 0.861, R^2 test: -0.072 Bootstrap CV 55, alpha = (3000, 2, 2), R^2 train: 0.775, R^2 test: -0.154 Bootstrap CV 55, alpha = (3000, 2, 5), R^2 train: 0.589, R^2 test: -0.043 Bootstrap CV 55, alpha = (3000, 2, 7), R^2 train: 0.504, R^2 test: -0.033 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.933, Explained Variance Score Train: 0.505 AUC Validation: 0.561, Explained Variance Score Validation: -0.020 AUC Test: 0.519, Explained Variance Score Test: -0.018 Bootstrap CV 52, alpha = (3000, 2, 1), R^2 train: 0.818, R^2 test: 0.003 Bootstrap CV 52, alpha = (3000, 2, 2), R^2 train: 0.684, R^2 test: -0.043 Bootstrap CV 52, alpha = (3000, 2, 5), R^2 train: 0.460, R^2 test: -0.010 Bootstrap CV 52, alpha = (3000, 2, 7), R^2 train: 0.389, R^2 test: -0.008 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.951, Explained Variance Score Train: 0.460 AUC Validation: 0.556, Explained Variance Score Validation: -0.010 AUC Test: 0.601, Explained Variance Score Test: 0.036 Bootstrap CV 61, alpha = (3000, 2, 1), R^2 train: 0.846, R^2 test: -0.077 Bootstrap CV 61, alpha = (3000, 2, 2), R^2 train: 0.717, R^2 test: -0.039 Bootstrap CV 61, alpha = (3000, 2, 5), R^2 train: 0.524, R^2 test: -0.065 Bootstrap CV 61, alpha = (3000, 2, 7), R^2 train: 0.443, R^2 test: -0.076 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.964, Explained Variance Score Train: 0.524 AUC Validation: 0.587, Explained Variance Score Validation: -0.057 AUC Test: 0.562, Explained Variance Score Test: -0.010 Bootstrap CV 62, alpha = (3000, 2, 1), R^2 train: 0.859, R^2 test: -0.334 Bootstrap CV 62, alpha = (3000, 2, 2), R^2 train: 0.790, R^2 test: -0.230 Bootstrap CV 62, alpha = (3000, 2, 5), R^2 train: 0.583, R^2 test: -0.149 Bootstrap CV 62, alpha = (3000, 2, 7), R^2 train: 0.486, R^2 test: -0.133 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.922, Explained Variance Score Train: 0.486 AUC Validation: 0.470, Explained Variance Score Validation: -0.133 AUC Test: 0.554, Explained Variance Score Test: -0.017 Bootstrap CV 53, alpha = (3000, 2, 1), R^2 train: 0.855, R^2 test: -0.260 Bootstrap CV 53, alpha = (3000, 2, 2), R^2 train: 0.784, R^2 test: -0.107 Bootstrap CV 53, alpha = (3000, 2, 5), R^2 train: 0.586, R^2 test: -0.017 Bootstrap CV 53, alpha = (3000, 2, 7), R^2 train: 0.501, R^2 test: -0.003 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.969, Explained Variance Score Train: 0.501 AUC Validation: 0.752, Explained Variance Score Validation: 0.032 AUC Test: 0.635, Explained Variance Score Test: 0.074 Bootstrap CV 58, alpha = (3000, 2, 1), R^2 train: 0.865, R^2 test: -0.423 Bootstrap CV 58, alpha = (3000, 2, 2), R^2 train: 0.802, R^2 test: -0.354 Bootstrap CV 58, alpha = (3000, 2, 5), R^2 train: 0.618, R^2 test: -0.167 Bootstrap CV 58, alpha = (3000, 2, 7), R^2 train: 0.525, R^2 test: -0.113 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.944, Explained Variance Score Train: 0.525 AUC Validation: 0.385, Explained Variance Score Validation: -0.061 AUC Test: 0.606, Explained Variance Score Test: 0.057 Bootstrap CV 59, alpha = (3000, 2, 1), R^2 train: 0.862, R^2 test: -0.147 Bootstrap CV 59, alpha = (3000, 2, 2), R^2 train: 0.791, R^2 test: -0.098 Bootstrap CV 59, alpha = (3000, 2, 5), R^2 train: 0.600, R^2 test: -0.071 Bootstrap CV 59, alpha = (3000, 2, 7), R^2 train: 0.515, R^2 test: -0.061 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.959, Explained Variance Score Train: 0.600 AUC Validation: 0.646, Explained Variance Score Validation: 0.009 AUC Test: 0.598, Explained Variance Score Test: 0.035 Bootstrap CV 57, alpha = (3000, 2, 1), R^2 train: 0.852, R^2 test: -0.185 Bootstrap CV 57, alpha = (3000, 2, 2), R^2 train: 0.758, R^2 test: -0.108 Bootstrap CV 57, alpha = (3000, 2, 5), R^2 train: 0.564, R^2 test: -0.031 Bootstrap CV 57, alpha = (3000, 2, 7), R^2 train: 0.476, R^2 test: -0.037 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.989, Explained Variance Score Train: 0.758 AUC Validation: 0.593, Explained Variance Score Validation: -0.071 AUC Test: 0.587, Explained Variance Score Test: 0.024 Bootstrap CV 60, alpha = (3000, 2, 1), R^2 train: 0.869, R^2 test: -0.063 Bootstrap CV 60, alpha = (3000, 2, 2), R^2 train: 0.804, R^2 test: -0.052 Bootstrap CV 60, alpha = (3000, 2, 5), R^2 train: 0.611, R^2 test: -0.063 Bootstrap CV 60, alpha = (3000, 2, 7), R^2 train: 0.531, R^2 test: -0.048 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.921, Explained Variance Score Train: 0.531 AUC Validation: 0.528, Explained Variance Score Validation: -0.048 AUC Test: 0.580, Explained Variance Score Test: 0.035 Bootstrap CV 54, alpha = (3000, 2, 1), R^2 train: 0.865, R^2 test: -0.022 Bootstrap CV 54, alpha = (3000, 2, 2), R^2 train: 0.785, R^2 test: 0.024 Bootstrap CV 54, alpha = (3000, 2, 5), R^2 train: 0.578, R^2 test: 0.011 Bootstrap CV 54, alpha = (3000, 2, 7), R^2 train: 0.481, R^2 test: 0.020 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.995, Explained Variance Score Train: 0.865 AUC Validation: 0.494, Explained Variance Score Validation: -0.021 AUC Test: 0.604, Explained Variance Score Test: 0.021 Running batch 5 of 7 with 16 nodes Bootstrap CV 65, alpha = (3000, 2, 1), R^2 train: 0.863, R^2 test: -0.071 Bootstrap CV 65, alpha = (3000, 2, 2), R^2 train: 0.800, R^2 test: -0.041 Bootstrap CV 65, alpha = (3000, 2, 5), R^2 train: 0.605, R^2 test: -0.004 Bootstrap CV 65, alpha = (3000, 2, 7), R^2 train: 0.512, R^2 test: 0.008 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.929, Explained Variance Score Train: 0.512 AUC Validation: 0.581, Explained Variance Score Validation: 0.012 AUC Test: 0.600, Explained Variance Score Test: 0.053 Bootstrap CV 66, alpha = (3000, 2, 1), R^2 train: 0.860, R^2 test: -0.035 Bootstrap CV 66, alpha = (3000, 2, 2), R^2 train: 0.807, R^2 test: 0.003 Bootstrap CV 66, alpha = (3000, 2, 5), R^2 train: 0.624, R^2 test: 0.038 Bootstrap CV 66, alpha = (3000, 2, 7), R^2 train: 0.536, R^2 test: 0.041 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.962, Explained Variance Score Train: 0.536 AUC Validation: 0.772, Explained Variance Score Validation: 0.071 AUC Test: 0.550, Explained Variance Score Test: 0.025 Bootstrap CV 68, alpha = (3000, 2, 1), R^2 train: 0.850, R^2 test: -0.044 Bootstrap CV 68, alpha = (3000, 2, 2), R^2 train: 0.771, R^2 test: -0.025 Bootstrap CV 68, alpha = (3000, 2, 5), R^2 train: 0.593, R^2 test: -0.001 Bootstrap CV 68, alpha = (3000, 2, 7), R^2 train: 0.502, R^2 test: 0.005 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.966, Explained Variance Score Train: 0.593 AUC Validation: 0.559, Explained Variance Score Validation: 0.011 AUC Test: 0.577, Explained Variance Score Test: 0.010 Bootstrap CV 75, alpha = (3000, 2, 1), R^2 train: 0.862, R^2 test: -0.127 Bootstrap CV 75, alpha = (3000, 2, 2), R^2 train: 0.819, R^2 test: -0.136 Bootstrap CV 75, alpha = (3000, 2, 5), R^2 train: 0.663, R^2 test: -0.112 Bootstrap CV 75, alpha = (3000, 2, 7), R^2 train: 0.574, R^2 test: -0.103 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.997, Explained Variance Score Train: 0.819 AUC Validation: 0.451, Explained Variance Score Validation: -0.132 AUC Test: 0.613, Explained Variance Score Test: 0.048 Bootstrap CV 72, alpha = (3000, 2, 1), R^2 train: 0.855, R^2 test: -0.201 Bootstrap CV 72, alpha = (3000, 2, 2), R^2 train: 0.773, R^2 test: -0.128 Bootstrap CV 72, alpha = (3000, 2, 5), R^2 train: 0.574, R^2 test: -0.071 Bootstrap CV 72, alpha = (3000, 2, 7), R^2 train: 0.481, R^2 test: -0.060 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.987, Explained Variance Score Train: 0.774 AUC Validation: 0.575, Explained Variance Score Validation: -0.099 AUC Test: 0.519, Explained Variance Score Test: 0.002 Bootstrap CV 71, alpha = (3000, 2, 1), R^2 train: 0.858, R^2 test: -0.374 Bootstrap CV 71, alpha = (3000, 2, 2), R^2 train: 0.769, R^2 test: -0.135 Bootstrap CV 71, alpha = (3000, 2, 5), R^2 train: 0.569, R^2 test: -0.013 Bootstrap CV 71, alpha = (3000, 2, 7), R^2 train: 0.488, R^2 test: 0.000 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.987, Explained Variance Score Train: 0.769 AUC Validation: 0.572, Explained Variance Score Validation: -0.135 AUC Test: 0.546, Explained Variance Score Test: -0.004 Bootstrap CV 64, alpha = (3000, 2, 1), R^2 train: 0.864, R^2 test: -0.056 Bootstrap CV 64, alpha = (3000, 2, 2), R^2 train: 0.797, R^2 test: -0.048 Bootstrap CV 64, alpha = (3000, 2, 5), R^2 train: 0.609, R^2 test: -0.037 Bootstrap CV 64, alpha = (3000, 2, 7), R^2 train: 0.518, R^2 test: -0.031 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.930, Explained Variance Score Train: 0.518 AUC Validation: 0.573, Explained Variance Score Validation: -0.025 AUC Test: 0.581, Explained Variance Score Test: 0.022 Bootstrap CV 77, alpha = (3000, 2, 1), R^2 train: 0.849, R^2 test: -0.167 Bootstrap CV 77, alpha = (3000, 2, 2), R^2 train: 0.766, R^2 test: -0.084 Bootstrap CV 77, alpha = (3000, 2, 5), R^2 train: 0.573, R^2 test: -0.022 Bootstrap CV 77, alpha = (3000, 2, 7), R^2 train: 0.484, R^2 test: -0.014 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.937, Explained Variance Score Train: 0.484 AUC Validation: 0.627, Explained Variance Score Validation: 0.008 AUC Test: 0.547, Explained Variance Score Test: 0.019 Bootstrap CV 73, alpha = (3000, 2, 1), R^2 train: 0.832, R^2 test: -0.050 Bootstrap CV 73, alpha = (3000, 2, 2), R^2 train: 0.705, R^2 test: -0.130 Bootstrap CV 73, alpha = (3000, 2, 5), R^2 train: 0.507, R^2 test: -0.030 Bootstrap CV 73, alpha = (3000, 2, 7), R^2 train: 0.424, R^2 test: -0.028 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.945, Explained Variance Score Train: 0.507 AUC Validation: 0.520, Explained Variance Score Validation: 0.011 AUC Test: 0.577, Explained Variance Score Test: -0.001 Bootstrap CV 70, alpha = (3000, 2, 1), R^2 train: 0.844, R^2 test: -0.143 Bootstrap CV 70, alpha = (3000, 2, 2), R^2 train: 0.737, R^2 test: -0.230 Bootstrap CV 70, alpha = (3000, 2, 5), R^2 train: 0.538, R^2 test: -0.187 Bootstrap CV 70, alpha = (3000, 2, 7), R^2 train: 0.461, R^2 test: -0.184 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.992, Explained Variance Score Train: 0.737 AUC Validation: 0.598, Explained Variance Score Validation: -0.135 AUC Test: 0.568, Explained Variance Score Test: 0.033 Bootstrap CV 67, alpha = (3000, 2, 1), R^2 train: 0.854, R^2 test: -0.081 Bootstrap CV 67, alpha = (3000, 2, 2), R^2 train: 0.717, R^2 test: -0.086 Bootstrap CV 67, alpha = (3000, 2, 5), R^2 train: 0.515, R^2 test: -0.025 Bootstrap CV 67, alpha = (3000, 2, 7), R^2 train: 0.434, R^2 test: -0.025 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.934, Explained Variance Score Train: 0.434 AUC Validation: 0.606, Explained Variance Score Validation: -0.002 AUC Test: 0.567, Explained Variance Score Test: 0.009 Bootstrap CV 76, alpha = (3000, 2, 1), R^2 train: 0.842, R^2 test: -0.035 Bootstrap CV 76, alpha = (3000, 2, 2), R^2 train: 0.742, R^2 test: -0.099 Bootstrap CV 76, alpha = (3000, 2, 5), R^2 train: 0.519, R^2 test: -0.070 Bootstrap CV 76, alpha = (3000, 2, 7), R^2 train: 0.439, R^2 test: -0.045 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.949, Explained Variance Score Train: 0.439 AUC Validation: 0.585, Explained Variance Score Validation: -0.037 AUC Test: 0.568, Explained Variance Score Test: 0.027 Bootstrap CV 69, alpha = (3000, 2, 1), R^2 train: 0.858, R^2 test: -0.054 Bootstrap CV 69, alpha = (3000, 2, 2), R^2 train: 0.775, R^2 test: 0.026 Bootstrap CV 69, alpha = (3000, 2, 5), R^2 train: 0.567, R^2 test: -0.010 Bootstrap CV 69, alpha = (3000, 2, 7), R^2 train: 0.470, R^2 test: -0.010 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.953, Explained Variance Score Train: 0.471 AUC Validation: 0.596, Explained Variance Score Validation: -0.006 AUC Test: 0.624, Explained Variance Score Test: 0.033 Bootstrap CV 74, alpha = (3000, 2, 1), R^2 train: 0.856, R^2 test: -0.097 Bootstrap CV 74, alpha = (3000, 2, 2), R^2 train: 0.806, R^2 test: -0.063 Bootstrap CV 74, alpha = (3000, 2, 5), R^2 train: 0.623, R^2 test: -0.020 Bootstrap CV 74, alpha = (3000, 2, 7), R^2 train: 0.523, R^2 test: -0.007 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.980, Explained Variance Score Train: 0.523 AUC Validation: 0.572, Explained Variance Score Validation: -0.004 AUC Test: 0.507, Explained Variance Score Test: -0.032 Bootstrap CV 79, alpha = (3000, 2, 1), R^2 train: 0.849, R^2 test: -0.035 Bootstrap CV 79, alpha = (3000, 2, 2), R^2 train: 0.763, R^2 test: -0.019 Bootstrap CV 79, alpha = (3000, 2, 5), R^2 train: 0.567, R^2 test: 0.008 Bootstrap CV 79, alpha = (3000, 2, 7), R^2 train: 0.476, R^2 test: 0.009 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.965, Explained Variance Score Train: 0.567 AUC Validation: 0.640, Explained Variance Score Validation: 0.045 AUC Test: 0.594, Explained Variance Score Test: 0.054 Bootstrap CV 78, alpha = (3000, 2, 1), R^2 train: 0.858, R^2 test: -0.103 Bootstrap CV 78, alpha = (3000, 2, 2), R^2 train: 0.790, R^2 test: -0.139 Bootstrap CV 78, alpha = (3000, 2, 5), R^2 train: 0.582, R^2 test: -0.080 Bootstrap CV 78, alpha = (3000, 2, 7), R^2 train: 0.487, R^2 test: -0.087 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.994, Explained Variance Score Train: 0.790 AUC Validation: 0.518, Explained Variance Score Validation: -0.122 AUC Test: 0.617, Explained Variance Score Test: 0.055 Running batch 6 of 7 with 16 nodes Bootstrap CV 84, alpha = (3000, 2, 1), R^2 train: 0.863, R^2 test: 0.133 Bootstrap CV 84, alpha = (3000, 2, 2), R^2 train: 0.815, R^2 test: 0.096 Bootstrap CV 84, alpha = (3000, 2, 5), R^2 train: 0.637, R^2 test: 0.087 Bootstrap CV 84, alpha = (3000, 2, 7), R^2 train: 0.542, R^2 test: 0.090 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.964, Explained Variance Score Train: 0.637 AUC Validation: 0.602, Explained Variance Score Validation: 0.088 AUC Test: 0.568, Explained Variance Score Test: 0.027 Bootstrap CV 83, alpha = (3000, 2, 1), R^2 train: 0.858, R^2 test: 0.027 Bootstrap CV 83, alpha = (3000, 2, 2), R^2 train: 0.804, R^2 test: 0.043 Bootstrap CV 83, alpha = (3000, 2, 5), R^2 train: 0.621, R^2 test: 0.044 Bootstrap CV 83, alpha = (3000, 2, 7), R^2 train: 0.527, R^2 test: 0.037 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.968, Explained Variance Score Train: 0.527 AUC Validation: 0.519, Explained Variance Score Validation: 0.038 AUC Test: 0.568, Explained Variance Score Test: 0.010 Bootstrap CV 87, alpha = (3000, 2, 1), R^2 train: 0.851, R^2 test: 0.015 Bootstrap CV 87, alpha = (3000, 2, 2), R^2 train: 0.792, R^2 test: 0.014 Bootstrap CV 87, alpha = (3000, 2, 5), R^2 train: 0.621, R^2 test: 0.027 Bootstrap CV 87, alpha = (3000, 2, 7), R^2 train: 0.532, R^2 test: 0.025 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.953, Explained Variance Score Train: 0.621 AUC Validation: 0.515, Explained Variance Score Validation: 0.027 AUC Test: 0.592, Explained Variance Score Test: 0.056 Bootstrap CV 88, alpha = (3000, 2, 1), R^2 train: 0.821, R^2 test: -0.264 Bootstrap CV 88, alpha = (3000, 2, 2), R^2 train: 0.706, R^2 test: -0.207 Bootstrap CV 88, alpha = (3000, 2, 5), R^2 train: 0.488, R^2 test: -0.104 Bootstrap CV 88, alpha = (3000, 2, 7), R^2 train: 0.398, R^2 test: -0.070 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.948, Explained Variance Score Train: 0.398 AUC Validation: 0.591, Explained Variance Score Validation: -0.047 AUC Test: 0.530, Explained Variance Score Test: -0.017 Bootstrap CV 86, alpha = (3000, 2, 1), R^2 train: 0.836, R^2 test: -0.165 Bootstrap CV 86, alpha = (3000, 2, 2), R^2 train: 0.726, R^2 test: -0.194 Bootstrap CV 86, alpha = (3000, 2, 5), R^2 train: 0.545, R^2 test: -0.129 Bootstrap CV 86, alpha = (3000, 2, 7), R^2 train: 0.451, R^2 test: -0.104 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.991, Explained Variance Score Train: 0.726 AUC Validation: 0.531, Explained Variance Score Validation: -0.175 AUC Test: 0.602, Explained Variance Score Test: 0.032 Bootstrap CV 80, alpha = (3000, 2, 1), R^2 train: 0.856, R^2 test: -0.026 Bootstrap CV 80, alpha = (3000, 2, 2), R^2 train: 0.788, R^2 test: -0.011 Bootstrap CV 80, alpha = (3000, 2, 5), R^2 train: 0.589, R^2 test: -0.011 Bootstrap CV 80, alpha = (3000, 2, 7), R^2 train: 0.495, R^2 test: -0.012 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.957, Explained Variance Score Train: 0.495 AUC Validation: 0.477, Explained Variance Score Validation: -0.003 AUC Test: 0.542, Explained Variance Score Test: 0.005 Bootstrap CV 89, alpha = (3000, 2, 1), R^2 train: 0.847, R^2 test: -0.057 Bootstrap CV 89, alpha = (3000, 2, 2), R^2 train: 0.783, R^2 test: -0.073 Bootstrap CV 89, alpha = (3000, 2, 5), R^2 train: 0.578, R^2 test: -0.063 Bootstrap CV 89, alpha = (3000, 2, 7), R^2 train: 0.476, R^2 test: -0.093 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.926, Explained Variance Score Train: 0.476 AUC Validation: 0.437, Explained Variance Score Validation: -0.059 AUC Test: 0.602, Explained Variance Score Test: 0.031 Bootstrap CV 81, alpha = (3000, 2, 1), R^2 train: 0.865, R^2 test: -0.106 Bootstrap CV 81, alpha = (3000, 2, 2), R^2 train: 0.791, R^2 test: -0.073 Bootstrap CV 81, alpha = (3000, 2, 5), R^2 train: 0.598, R^2 test: -0.022 Bootstrap CV 81, alpha = (3000, 2, 7), R^2 train: 0.509, R^2 test: -0.021 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.950, Explained Variance Score Train: 0.509 AUC Validation: 0.534, Explained Variance Score Validation: -0.021 AUC Test: 0.583, Explained Variance Score Test: -0.002 Bootstrap CV 90, alpha = (3000, 2, 1), R^2 train: 0.873, R^2 test: 0.124 Bootstrap CV 90, alpha = (3000, 2, 2), R^2 train: 0.803, R^2 test: 0.117 Bootstrap CV 90, alpha = (3000, 2, 5), R^2 train: 0.621, R^2 test: 0.048 Bootstrap CV 90, alpha = (3000, 2, 7), R^2 train: 0.553, R^2 test: 0.057 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.969, Explained Variance Score Train: 0.553 AUC Validation: 0.756, Explained Variance Score Validation: 0.065 AUC Test: 0.577, Explained Variance Score Test: 0.026 Bootstrap CV 95, alpha = (3000, 2, 1), R^2 train: 0.856, R^2 test: -0.267 Bootstrap CV 95, alpha = (3000, 2, 2), R^2 train: 0.788, R^2 test: -0.277 Bootstrap CV 95, alpha = (3000, 2, 5), R^2 train: 0.583, R^2 test: -0.182 Bootstrap CV 95, alpha = (3000, 2, 7), R^2 train: 0.499, R^2 test: -0.119 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.990, Explained Variance Score Train: 0.856 AUC Validation: 0.630, Explained Variance Score Validation: -0.094 AUC Test: 0.586, Explained Variance Score Test: 0.019 Bootstrap CV 91, alpha = (3000, 2, 1), R^2 train: 0.860, R^2 test: -0.057 Bootstrap CV 91, alpha = (3000, 2, 2), R^2 train: 0.813, R^2 test: -0.051 Bootstrap CV 91, alpha = (3000, 2, 5), R^2 train: 0.615, R^2 test: 0.004 Bootstrap CV 91, alpha = (3000, 2, 7), R^2 train: 0.522, R^2 test: 0.010 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.939, Explained Variance Score Train: 0.522 AUC Validation: 0.606, Explained Variance Score Validation: 0.024 AUC Test: 0.548, Explained Variance Score Test: 0.023 Bootstrap CV 85, alpha = (3000, 2, 1), R^2 train: 0.863, R^2 test: -0.041 Bootstrap CV 85, alpha = (3000, 2, 2), R^2 train: 0.817, R^2 test: -0.042 Bootstrap CV 85, alpha = (3000, 2, 5), R^2 train: 0.651, R^2 test: -0.021 Bootstrap CV 85, alpha = (3000, 2, 7), R^2 train: 0.559, R^2 test: 0.005 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 1.000, Explained Variance Score Train: 0.863 AUC Validation: 0.504, Explained Variance Score Validation: -0.025 AUC Test: 0.550, Explained Variance Score Test: -0.009 Bootstrap CV 92, alpha = (3000, 2, 1), R^2 train: 0.849, R^2 test: -0.314 Bootstrap CV 92, alpha = (3000, 2, 2), R^2 train: 0.786, R^2 test: -0.103 Bootstrap CV 92, alpha = (3000, 2, 5), R^2 train: 0.599, R^2 test: -0.104 Bootstrap CV 92, alpha = (3000, 2, 7), R^2 train: 0.509, R^2 test: -0.087 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.974, Explained Variance Score Train: 0.509 AUC Validation: 0.477, Explained Variance Score Validation: -0.081 AUC Test: 0.570, Explained Variance Score Test: 0.014 Bootstrap CV 82, alpha = (3000, 2, 1), R^2 train: 0.848, R^2 test: -0.045 Bootstrap CV 82, alpha = (3000, 2, 2), R^2 train: 0.764, R^2 test: -0.053 Bootstrap CV 82, alpha = (3000, 2, 5), R^2 train: 0.548, R^2 test: -0.068 Bootstrap CV 82, alpha = (3000, 2, 7), R^2 train: 0.462, R^2 test: -0.065 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.980, Explained Variance Score Train: 0.462 AUC Validation: 0.420, Explained Variance Score Validation: -0.064 AUC Test: 0.564, Explained Variance Score Test: -0.006 Bootstrap CV 93, alpha = (3000, 2, 1), R^2 train: 0.835, R^2 test: -0.204 Bootstrap CV 93, alpha = (3000, 2, 2), R^2 train: 0.760, R^2 test: -0.073 Bootstrap CV 93, alpha = (3000, 2, 5), R^2 train: 0.568, R^2 test: -0.021 Bootstrap CV 93, alpha = (3000, 2, 7), R^2 train: 0.477, R^2 test: -0.015 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.998, Explained Variance Score Train: 0.760 AUC Validation: 0.485, Explained Variance Score Validation: -0.070 AUC Test: 0.607, Explained Variance Score Test: 0.033 Bootstrap CV 94, alpha = (3000, 2, 1), R^2 train: 0.861, R^2 test: -0.029 Bootstrap CV 94, alpha = (3000, 2, 2), R^2 train: 0.794, R^2 test: -0.023 Bootstrap CV 94, alpha = (3000, 2, 5), R^2 train: 0.612, R^2 test: -0.016 Bootstrap CV 94, alpha = (3000, 2, 7), R^2 train: 0.520, R^2 test: -0.013 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.994, Explained Variance Score Train: 0.861 AUC Validation: 0.653, Explained Variance Score Validation: -0.014 AUC Test: 0.559, Explained Variance Score Test: 0.026 Running batch 7 of 7 with 4 nodes Bootstrap CV 97, alpha = (3000, 2, 1), R^2 train: 0.857, R^2 test: -0.429 Bootstrap CV 97, alpha = (3000, 2, 2), R^2 train: 0.711, R^2 test: -0.115 Bootstrap CV 97, alpha = (3000, 2, 5), R^2 train: 0.514, R^2 test: -0.026 Bootstrap CV 97, alpha = (3000, 2, 7), R^2 train: 0.432, R^2 test: -0.015 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.975, Explained Variance Score Train: 0.432 AUC Validation: 0.493, Explained Variance Score Validation: -0.015 AUC Test: 0.571, Explained Variance Score Test: 0.044 Bootstrap CV 98, alpha = (3000, 2, 1), R^2 train: 0.874, R^2 test: -0.020 Bootstrap CV 98, alpha = (3000, 2, 2), R^2 train: 0.820, R^2 test: -0.008 Bootstrap CV 98, alpha = (3000, 2, 5), R^2 train: 0.664, R^2 test: -0.002 Bootstrap CV 98, alpha = (3000, 2, 7), R^2 train: 0.579, R^2 test: -0.000 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.990, Explained Variance Score Train: 0.874 AUC Validation: 0.559, Explained Variance Score Validation: 0.007 AUC Test: 0.575, Explained Variance Score Test: 0.029 Bootstrap CV 96, alpha = (3000, 2, 1), R^2 train: 0.841, R^2 test: -0.035 Bootstrap CV 96, alpha = (3000, 2, 2), R^2 train: 0.723, R^2 test: -0.033 Bootstrap CV 96, alpha = (3000, 2, 5), R^2 train: 0.544, R^2 test: -0.007 Bootstrap CV 96, alpha = (3000, 2, 7), R^2 train: 0.445, R^2 test: 0.020 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.969, Explained Variance Score Train: 0.545 AUC Validation: 0.688, Explained Variance Score Validation: -0.002 AUC Test: 0.588, Explained Variance Score Test: 0.012 Bootstrap CV 99, alpha = (3000, 2, 1), R^2 train: 0.854, R^2 test: 0.036 Bootstrap CV 99, alpha = (3000, 2, 2), R^2 train: 0.772, R^2 test: -0.117 Bootstrap CV 99, alpha = (3000, 2, 5), R^2 train: 0.577, R^2 test: -0.016 Bootstrap CV 99, alpha = (3000, 2, 7), R^2 train: 0.485, R^2 test: 0.007 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.980, Explained Variance Score Train: 0.577 AUC Validation: 0.518, Explained Variance Score Validation: -0.009 AUC Test: 0.601, Explained Variance Score Test: 0.053 total Variables 1918 and total subjects: 1698 ->AUC validation: 0.579 95% CI: [0.562 , 0.597] ->AUC test: 0.575 95% CI: [0.570 , 0.581] ->R^2 validation: -0.013 95% CI: [-0.026 , -0.001] ->R^2 test: 0.023 95% CI: [0.018 , 0.027] ->Explained Variance validation: -0.031 95% CI: [-0.045 , -0.016] ->Explained Variance test: 0.018 95% CI: [0.013 , 0.023] Test set metrics: @threshold:1.588, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:0.588, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:0.541, sens:0.000, spec:0.989, ppv:0.000, acc:0.829, f1:0.000, mcc:-0.015, total+:3, total-:336 @threshold:0.519, sens:0.018, spec:0.986, ppv:0.200, acc:0.829, f1:0.033, mcc:0.003, total+:5, total-:334 @threshold:0.384, sens:0.036, spec:0.968, ppv:0.182, acc:0.817, f1:0.061, mcc:0.001, total+:11, total-:328 @threshold:0.383, sens:0.036, spec:0.965, ppv:0.167, acc:0.814, f1:0.060, mcc:0.000, total+:12, total-:327 @threshold:0.340, sens:0.055, spec:0.944, ppv:0.158, acc:0.799, f1:0.081, mcc:-0.000, total+:19, total-:320 @threshold:0.334, sens:0.055, spec:0.940, ppv:0.150, acc:0.796, f1:0.080, mcc:-0.001, total+:20, total-:319 @threshold:0.295, sens:0.073, spec:0.933, ppv:0.174, acc:0.794, f1:0.103, mcc:0.001, total+:23, total-:316 @threshold:0.286, sens:0.073, spec:0.930, ppv:0.167, acc:0.791, f1:0.101, mcc:0.000, total+:24, total-:315 @threshold:0.234, sens:0.091, spec:0.880, ppv:0.128, acc:0.752, f1:0.106, mcc:-0.001, total+:39, total-:300 @threshold:0.233, sens:0.091, spec:0.877, ppv:0.125, acc:0.749, f1:0.105, mcc:-0.001, total+:40, total-:299 @threshold:0.227, sens:0.109, spec:0.870, ppv:0.140, acc:0.746, f1:0.122, mcc:-0.001, total+:43, total-:296 @threshold:0.224, sens:0.109, spec:0.866, ppv:0.136, acc:0.743, f1:0.121, mcc:-0.001, total+:44, total-:295 @threshold:0.218, sens:0.127, spec:0.863, ppv:0.152, acc:0.743, f1:0.139, mcc:-0.000, total+:46, total-:293 @threshold:0.218, sens:0.127, spec:0.859, ppv:0.149, acc:0.740, f1:0.137, mcc:-0.000, total+:47, total-:292 @threshold:0.217, sens:0.145, spec:0.859, ppv:0.167, acc:0.743, f1:0.155, mcc:0.000, total+:48, total-:291 @threshold:0.209, sens:0.145, spec:0.856, ppv:0.163, acc:0.740, f1:0.154, mcc:0.000, total+:49, total-:290 @threshold:0.199, sens:0.164, spec:0.852, ppv:0.176, acc:0.740, f1:0.170, mcc:0.000, total+:51, total-:288 @threshold:0.198, sens:0.164, spec:0.849, ppv:0.173, acc:0.737, f1:0.168, mcc:0.000, total+:52, total-:287 @threshold:0.193, sens:0.182, spec:0.842, ppv:0.182, acc:0.735, f1:0.182, mcc:0.001, total+:55, total-:284 @threshold:0.190, sens:0.182, spec:0.838, ppv:0.179, acc:0.732, f1:0.180, mcc:0.001, total+:56, total-:283 @threshold:0.177, sens:0.200, spec:0.835, ppv:0.190, acc:0.732, f1:0.195, mcc:0.001, total+:58, total-:281 @threshold:0.173, sens:0.200, spec:0.831, ppv:0.186, acc:0.729, f1:0.193, mcc:0.001, total+:59, total-:280 @threshold:0.171, sens:0.218, spec:0.831, ppv:0.200, acc:0.732, f1:0.209, mcc:0.001, total+:60, total-:279 @threshold:0.160, sens:0.236, spec:0.827, ppv:0.210, acc:0.732, f1:0.222, mcc:0.001, total+:62, total-:277 @threshold:0.153, sens:0.255, spec:0.810, ppv:0.206, acc:0.720, f1:0.228, mcc:0.001, total+:68, total-:271 @threshold:0.148, sens:0.255, spec:0.806, ppv:0.203, acc:0.717, f1:0.226, mcc:0.001, total+:69, total-:270 @threshold:0.114, sens:0.273, spec:0.771, ppv:0.188, acc:0.690, f1:0.222, mcc:0.001, total+:80, total-:259 @threshold:0.111, sens:0.273, spec:0.768, ppv:0.185, acc:0.687, f1:0.221, mcc:0.001, total+:81, total-:258 @threshold:0.104, sens:0.291, spec:0.757, ppv:0.188, acc:0.681, f1:0.229, mcc:0.001, total+:85, total-:254 @threshold:0.101, sens:0.291, spec:0.754, ppv:0.186, acc:0.678, f1:0.227, mcc:0.001, total+:86, total-:253 @threshold:0.098, sens:0.309, spec:0.754, ppv:0.195, acc:0.681, f1:0.239, mcc:0.001, total+:87, total-:252 @threshold:0.098, sens:0.309, spec:0.750, ppv:0.193, acc:0.678, f1:0.238, mcc:0.001, total+:88, total-:251 @threshold:0.087, sens:0.327, spec:0.739, ppv:0.196, acc:0.673, f1:0.245, mcc:0.001, total+:92, total-:247 @threshold:0.083, sens:0.345, spec:0.736, ppv:0.202, acc:0.673, f1:0.255, mcc:0.001, total+:94, total-:245 @threshold:0.081, sens:0.364, spec:0.729, ppv:0.206, acc:0.670, f1:0.263, mcc:0.001, total+:97, total-:242 @threshold:0.079, sens:0.364, spec:0.725, ppv:0.204, acc:0.667, f1:0.261, mcc:0.001, total+:98, total-:241 @threshold:0.033, sens:0.382, spec:0.658, ppv:0.178, acc:0.614, f1:0.243, mcc:0.000, total+:118, total-:221 @threshold:0.030, sens:0.382, spec:0.655, ppv:0.176, acc:0.611, f1:0.241, mcc:0.000, total+:119, total-:220 @threshold:-0.004, sens:0.400, spec:0.623, ppv:0.171, acc:0.587, f1:0.239, mcc:0.000, total+:129, total-:210 @threshold:-0.012, sens:0.418, spec:0.620, ppv:0.176, acc:0.587, f1:0.247, mcc:0.000, total+:131, total-:208 @threshold:-0.012, sens:0.436, spec:0.620, ppv:0.182, acc:0.590, f1:0.257, mcc:0.001, total+:132, total-:207 @threshold:-0.013, sens:0.436, spec:0.616, ppv:0.180, acc:0.587, f1:0.255, mcc:0.001, total+:133, total-:206 @threshold:-0.024, sens:0.455, spec:0.602, ppv:0.181, acc:0.578, f1:0.259, mcc:0.001, total+:138, total-:201 @threshold:-0.025, sens:0.473, spec:0.599, ppv:0.186, acc:0.578, f1:0.267, mcc:0.001, total+:140, total-:199 @threshold:-0.054, sens:0.491, spec:0.563, ppv:0.179, acc:0.552, f1:0.262, mcc:0.000, total+:151, total-:188 @threshold:-0.054, sens:0.491, spec:0.560, ppv:0.178, acc:0.549, f1:0.261, mcc:0.000, total+:152, total-:187 @threshold:-0.073, sens:0.509, spec:0.535, ppv:0.175, acc:0.531, f1:0.260, mcc:0.000, total+:160, total-:179 @threshold:-0.078, sens:0.527, spec:0.532, ppv:0.179, acc:0.531, f1:0.267, mcc:0.000, total+:162, total-:177 @threshold:-0.101, sens:0.545, spec:0.482, ppv:0.169, acc:0.493, f1:0.259, mcc:0.000, total+:177, total-:162 @threshold:-0.103, sens:0.545, spec:0.479, ppv:0.169, acc:0.490, f1:0.258, mcc:0.000, total+:178, total-:161 @threshold:-0.104, sens:0.564, spec:0.475, ppv:0.172, acc:0.490, f1:0.264, mcc:0.000, total+:180, total-:159 @threshold:-0.106, sens:0.582, spec:0.472, ppv:0.176, acc:0.490, f1:0.270, mcc:0.000, total+:182, total-:157 @threshold:-0.117, sens:0.600, spec:0.465, ppv:0.178, acc:0.487, f1:0.275, mcc:0.001, total+:185, total-:154 @threshold:-0.117, sens:0.600, spec:0.461, ppv:0.177, acc:0.484, f1:0.274, mcc:0.000, total+:186, total-:153 @threshold:-0.120, sens:0.618, spec:0.461, ppv:0.182, acc:0.487, f1:0.281, mcc:0.001, total+:187, total-:152 @threshold:-0.122, sens:0.618, spec:0.458, ppv:0.181, acc:0.484, f1:0.280, mcc:0.001, total+:188, total-:151 @threshold:-0.123, sens:0.636, spec:0.454, ppv:0.184, acc:0.484, f1:0.286, mcc:0.001, total+:190, total-:149 @threshold:-0.126, sens:0.636, spec:0.451, ppv:0.183, acc:0.481, f1:0.285, mcc:0.001, total+:191, total-:148 @threshold:-0.132, sens:0.655, spec:0.437, ppv:0.184, acc:0.472, f1:0.287, mcc:0.001, total+:196, total-:143 @threshold:-0.134, sens:0.655, spec:0.433, ppv:0.183, acc:0.469, f1:0.286, mcc:0.001, total+:197, total-:142 @threshold:-0.168, sens:0.673, spec:0.394, ppv:0.177, acc:0.440, f1:0.280, mcc:0.001, total+:209, total-:130 @threshold:-0.169, sens:0.673, spec:0.391, ppv:0.176, acc:0.437, f1:0.279, mcc:0.000, total+:210, total-:129 @threshold:-0.187, sens:0.691, spec:0.363, ppv:0.174, acc:0.416, f1:0.277, mcc:0.000, total+:219, total-:120 @threshold:-0.188, sens:0.691, spec:0.359, ppv:0.173, acc:0.413, f1:0.276, mcc:0.000, total+:220, total-:119 @threshold:-0.192, sens:0.709, spec:0.359, ppv:0.176, acc:0.416, f1:0.283, mcc:0.001, total+:221, total-:118 @threshold:-0.193, sens:0.709, spec:0.356, ppv:0.176, acc:0.413, f1:0.282, mcc:0.000, total+:222, total-:117 @threshold:-0.200, sens:0.727, spec:0.356, ppv:0.179, acc:0.416, f1:0.288, mcc:0.001, total+:223, total-:116 @threshold:-0.200, sens:0.727, spec:0.352, ppv:0.179, acc:0.413, f1:0.287, mcc:0.001, total+:224, total-:115 @threshold:-0.200, sens:0.745, spec:0.352, ppv:0.182, acc:0.416, f1:0.293, mcc:0.001, total+:225, total-:114 @threshold:-0.200, sens:0.745, spec:0.349, ppv:0.181, acc:0.413, f1:0.292, mcc:0.001, total+:226, total-:113 @threshold:-0.227, sens:0.764, spec:0.310, ppv:0.176, acc:0.383, f1:0.287, mcc:0.001, total+:238, total-:101 @threshold:-0.229, sens:0.764, spec:0.306, ppv:0.176, acc:0.381, f1:0.286, mcc:0.001, total+:239, total-:100 @threshold:-0.233, sens:0.782, spec:0.303, ppv:0.178, acc:0.381, f1:0.291, mcc:0.001, total+:241, total-:98 @threshold:-0.234, sens:0.782, spec:0.299, ppv:0.178, acc:0.378, f1:0.290, mcc:0.001, total+:242, total-:97 @threshold:-0.243, sens:0.800, spec:0.289, ppv:0.179, acc:0.372, f1:0.292, mcc:0.001, total+:246, total-:93 @threshold:-0.247, sens:0.800, spec:0.285, ppv:0.178, acc:0.369, f1:0.291, mcc:0.001, total+:247, total-:92 @threshold:-0.251, sens:0.818, spec:0.278, ppv:0.180, acc:0.366, f1:0.295, mcc:0.001, total+:250, total-:89 @threshold:-0.252, sens:0.818, spec:0.275, ppv:0.179, acc:0.363, f1:0.294, mcc:0.001, total+:251, total-:88 @threshold:-0.264, sens:0.836, spec:0.264, ppv:0.180, acc:0.357, f1:0.297, mcc:0.001, total+:255, total-:84 @threshold:-0.265, sens:0.836, spec:0.261, ppv:0.180, acc:0.354, f1:0.296, mcc:0.001, total+:256, total-:83 @threshold:-0.276, sens:0.855, spec:0.222, ppv:0.175, acc:0.324, f1:0.291, mcc:0.001, total+:268, total-:71 @threshold:-0.277, sens:0.855, spec:0.218, ppv:0.175, acc:0.322, f1:0.290, mcc:0.001, total+:269, total-:70 @threshold:-0.287, sens:0.873, spec:0.208, ppv:0.176, acc:0.316, f1:0.293, mcc:0.001, total+:273, total-:66 @threshold:-0.287, sens:0.873, spec:0.204, ppv:0.175, acc:0.313, f1:0.292, mcc:0.001, total+:274, total-:65 @threshold:-0.294, sens:0.891, spec:0.197, ppv:0.177, acc:0.310, f1:0.295, mcc:0.001, total+:277, total-:62 @threshold:-0.295, sens:0.891, spec:0.194, ppv:0.176, acc:0.307, f1:0.294, mcc:0.001, total+:278, total-:61 @threshold:-0.296, sens:0.909, spec:0.194, ppv:0.179, acc:0.310, f1:0.299, mcc:0.001, total+:279, total-:60 @threshold:-0.296, sens:0.909, spec:0.190, ppv:0.179, acc:0.307, f1:0.299, mcc:0.001, total+:280, total-:59 @threshold:-0.352, sens:0.927, spec:0.116, ppv:0.169, acc:0.248, f1:0.286, mcc:0.001, total+:302, total-:37 @threshold:-0.354, sens:0.927, spec:0.113, ppv:0.168, acc:0.245, f1:0.285, mcc:0.001, total+:303, total-:36 @threshold:-0.382, sens:0.945, spec:0.088, ppv:0.167, acc:0.227, f1:0.284, mcc:0.001, total+:311, total-:28 @threshold:-0.384, sens:0.945, spec:0.085, ppv:0.167, acc:0.224, f1:0.283, mcc:0.001, total+:312, total-:27 @threshold:-0.429, sens:0.964, spec:0.063, ppv:0.166, acc:0.209, f1:0.283, mcc:0.001, total+:319, total-:20 @threshold:-0.430, sens:0.964, spec:0.060, ppv:0.166, acc:0.206, f1:0.283, mcc:0.001, total+:320, total-:19 @threshold:-0.516, sens:0.982, spec:0.011, ppv:0.161, acc:0.168, f1:0.277, mcc:-0.001, total+:335, total-:4 @threshold:-0.523, sens:0.982, spec:0.007, ppv:0.161, acc:0.165, f1:0.276, mcc:-0.002, total+:336, total-:3 @threshold:-0.600, sens:1.000, spec:0.004, ppv:0.163, acc:0.165, f1:0.280, mcc:0.001, total+:338, total-:1 MatDeliveryAge | coef 0.026 95% CI: [0.023 , 0.029] | OR_adj 1.026 [1.023 1.029] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.518 Correlated most with: MatDeliveryAge:1.000 Newborn Diagnosis:9ccs259:Unclassified:0.105 Number of Visits:0.088 Diagnosis:9ccs136:Teeth dx:0.080 Diagnosis:9ccs87:Retinal dx:0.071 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.069 Diagnosis:9ccs95:Oth nerv dx:0.061 Diagnosis:9ccs10:Immuniz/scrn:0.061 Diagnosis:9ccs126:Ot up rsp in:0.059 Diagnosis:9ccs254:Rehab:0.059 Vital: Ht-gain16to24 | coef 0.025 95% CI: [0.021 , 0.030] | OR_adj 1.026 [1.021 1.031] | occ: 1417 | OR_unadj: 1.402 [0.978 2.008] | indivs AUC:0.553 Correlated most with: Diagnosis:9ccs4:Mycoses:-0.065 Newborn Diagnosis:9ccs133:Oth low resp:-0.063 Number of Visits:-0.061 Diagnosis:9ccs138:Esophgeal dx:-0.058 Diagnosis:9ccs233:Intracrn inj:0.052 Newborn Diagnosis:9ccs256:Exam/eval:-0.052 Diagnosis:9ccs61:Sickle cell:-0.052 Newborn Diagnosis:9ccs94:Other ear dx:0.050 Diagnosis:9ccs63:Wht blood dx:-0.048 Diagnosis:9ccs259:Unclassified:0.048 Vital: HC-latest | coef 0.024 95% CI: [0.020 , 0.028] | OR_adj 1.024 [1.020 1.028] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.592 Correlated most with: Number of Visits:0.302 Diagnosis:9ccs126:Ot up rsp in:0.252 Diagnosis:9ccs10:Immuniz/scrn:0.246 Diagnosis:9ccs92:Otitis media:0.214 Diagnosis:9ccs257:Ot aftercare:0.211 Diagnosis:9ccs7:Viral infect:0.160 Diagnosis:9ccs125:Bronchitis:0.152 Diagnosis:9ccs135:Intest infct:0.150 Diagnosis:9ccs90:Eye infectn:0.137 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.111 * Vital: Ht-gain7to13 | coef 0.021 95% CI: [0.017 , 0.026] | OR_adj 1.022 [1.017 1.026] | occ: 1451 | OR_unadj: 1.379 [1.027 1.851] | indivs AUC:0.532 Correlated most with: Diagnosis:9ccs232:Sprain:-0.066 Diagnosis:9ccs5:HIV infectn:-0.063 Diagnosis:9ccs52:Nutrit defic:-0.062 Diagnosis:9ccs10:Immuniz/scrn:-0.060 Newborn Diagnosis:9ccs143:Abdom hernia:0.060 Diagnosis:9ccs2619:e codes: other specified- nec:0.059 Diagnosis:9ccs228:Fx skull fac:0.059 Lab:292495 LEAD LEVEL - Sunrise:-0.057 Diagnosis:9ccs16:Liver/ibd ca:0.057 Diagnosis:9ccs2603:E Codes: Fall:-0.054 * Vital: HC-avg16to19 | coef 0.020 95% CI: [0.016 , 0.025] | OR_adj 1.021 [1.016 1.025] | occ: 930 | OR_unadj: 1.811 [1.365 2.403] | indivs AUC:0.545 Correlated most with: Diagnosis:9ccs51:Ot endo dsor:-0.094 Diagnosis:9ccs204:Ot joint dx:-0.075 Diagnosis:10ccs238:Complic proc:-0.074 Diagnosis:9ccs2604:E Codes: Fire/burn:-0.074 Diagnosis:9ccs75:Hx mental dx:-0.073 Diagnosis:9ccs253:Allergy:0.064 Diagnosis:9ccs230:Fx leg:-0.062 Diagnosis:9ccs59:Anemia:-0.060 Diagnosis:9ccs236:Opn wnd extr:-0.060 Diagnosis:9ccs134:Ot uppr resp:0.060 Vital: Temp-avg19to24 | coef 0.020 95% CI: [0.016 , 0.023] | OR_adj 1.020 [1.016 1.023] | occ: 1373 | OR_unadj: 1.181 [0.894 1.561] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs133:Oth low resp:-0.092 Lab:294495 LEAD, BLOOD - LMC:0.081 Diagnosis:9ccs154:Gastroent:-0.068 Diagnosis:9ccs92:Otitis media:0.066 Diagnosis:9ccs10:Immuniz/scrn:-0.065 Diagnosis:9ccs238:Complic proc:0.065 Diagnosis:9ccs254:Rehab:0.062 Diagnosis:9ccs200:Oth skin dx:-0.060 Diagnosis:9ccs242:Poisn ot med:-0.055 Diagnosis:9ccs125:Bronchitis:0.055 * Vital: HC-avg7to10 | coef 0.018 95% CI: [0.015 , 0.021] | OR_adj 1.018 [1.015 1.021] | occ: 1133 | OR_unadj: 1.714 [1.288 2.282] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs213:Cardiac anom:0.068 Diagnosis:9ccs133:Oth low resp:-0.067 Diagnosis:9ccs123:Influenza:-0.058 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.050 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.050 Newborn Diagnosis:9ccs259:Unclassified:0.048 Diagnosis:9ccs159:UTI:-0.048 Newborn Diagnosis:9ccs5:HIV infectn:-0.043 Diagnosis:9ccs92:Otitis media:0.043 Diagnosis:9ccs96:Hrt valve dx:0.041 * Vital: HC-avg5to7 | coef 0.017 95% CI: [0.013 , 0.021] | OR_adj 1.017 [1.014 1.021] | occ: 1123 | OR_unadj: 1.500 [1.143 1.967] | indivs AUC:0.535 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.118 Newborn Diagnosis:9ccs5:HIV infectn:-0.096 Newborn Diagnosis:9ccs221:Resp distres:-0.085 Diagnosis:9ccs219:Low birth wt:-0.070 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.062 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.062 Diagnosis:9ccs147:Anal/rectal:0.061 Diagnosis:9ccs74:Ot mentl cnd:-0.060 Diagnosis:9ccs234:Crush injury:0.055 Diagnosis:9ccs257:Ot aftercare:0.053 Vital: HC-avg3to5 | coef 0.017 95% CI: [0.013 , 0.020] | OR_adj 1.017 [1.013 1.020] | occ: 1129 | OR_unadj: 1.116 [0.845 1.474] | indivs AUC:0.490 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.133 Newborn Diagnosis:9ccs5:HIV infectn:-0.096 Diagnosis:9ccs219:Low birth wt:-0.093 Newborn Diagnosis:9ccs94:Other ear dx:0.092 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.072 Newborn Diagnosis:9ccs256:Exam/eval:-0.069 Newborn Diagnosis:9ccs200:Oth skin dx:-0.064 Diagnosis:9ccs125:Bronchitis:0.061 Newborn Diagnosis:9ccs220:Birth asphyx:0.058 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.057 * Vital: HC-avg10to13 | coef 0.016 95% CI: [0.014 , 0.019] | OR_adj 1.017 [1.014 1.019] | occ: 1158 | OR_unadj: 1.481 [1.134 1.934] | indivs AUC:0.587 Correlated most with: Newborn Diagnosis:9ccs5:HIV infectn:-0.099 Diagnosis:9ccs132:Lung externl:-0.075 Diagnosis:9ccs87:Retinal dx:-0.069 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.064 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.064 Diagnosis:9ccs73:Preadult dx:0.061 Diagnosis:9ccs49:DiabMel no c:0.061 Diagnosis:9ccs70:Schizo/rl dx:-0.058 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.056 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.056 * Number of Visits | coef 0.016 95% CI: [0.015 , 0.018] | OR_adj 1.016 [1.015 1.018] | occ: 1645 | OR_unadj: 0.708 [0.535 0.936] | indivs AUC:0.478 Correlated most with: Number of Visits:1.000 Diagnosis:9ccs126:Ot up rsp in:0.430 Diagnosis:9ccs92:Otitis media:0.408 Diagnosis:9ccs7:Viral infect:0.408 Diagnosis:9ccs133:Oth low resp:0.337 Diagnosis:9ccs257:Ot aftercare:0.325 Diagnosis:9ccs135:Intest infct:0.310 Diagnosis:9ccs155:Other GI dx:0.304 Diagnosis:9ccs90:Eye infectn:0.286 Diagnosis:9ccs10:Immuniz/scrn:0.277 * Vital: HC-avg13to16 | coef 0.015 95% CI: [0.013 , 0.018] | OR_adj 1.016 [1.013 1.019] | occ: 990 | OR_unadj: 1.619 [1.234 2.125] | indivs AUC:0.603 Correlated most with: Diagnosis:9ccs87:Retinal dx:-0.075 Lab:294205 TSH REFLEX TO FT4 - LMC:0.068 Diagnosis:9ccs73:Preadult dx:0.061 Diagnosis:9ccs92:Otitis media:0.056 Diagnosis:9ccs90:Eye infectn:0.056 Newborn Diagnosis:9ccs59:Anemia:-0.055 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.055 Diagnosis:9ccs70:Schizo/rl dx:-0.055 Newborn Diagnosis:9ccs197:Skin infectn:-0.055 Diagnosis:9ccs49:DiabMel no c:0.055 Vital: Ht-gain10to16 | coef 0.015 95% CI: [0.013 , 0.017] | OR_adj 1.015 [1.013 1.017] | occ: 1404 | OR_unadj: 1.132 [0.839 1.528] | indivs AUC:0.537 Correlated most with: Diagnosis:9ccs92:Otitis media:0.067 Diagnosis:9ccs52:Nutrit defic:0.063 Diagnosis:9ccs232:Sprain:0.061 Diagnosis:9ccs5:HIV infectn:0.061 Diagnosis:9ccs221:Resp distres:-0.057 Diagnosis:9ccs96:Hrt valve dx:-0.056 Number of Visits:0.054 Newborn Diagnosis:9ccs215:gu cong anom:-0.053 Newborn Diagnosis:9ccs5:HIV infectn:-0.052 Diagnosis:9ccs245:Syncope:0.049 Vital: Ht-gain13to19 | coef 0.014 95% CI: [0.012 , 0.017] | OR_adj 1.014 [1.012 1.017] | occ: 1378 | OR_unadj: 0.895 [0.685 1.171] | indivs AUC:0.438 Correlated most with: Diagnosis:9ccs233:Intracrn inj:-0.056 Newborn Diagnosis:9ccs143:Abdom hernia:-0.055 Number of Visits:0.054 Diagnosis:9ccs7:Viral infect:0.053 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.053 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.053 Diagnosis:9ccs221:Resp distres:0.052 Diagnosis:9ccs163:Other GU dx:0.050 Diagnosis:9ccs133:Oth low resp:0.048 Newborn Diagnosis:9ccs5:HIV infectn:0.047 Vital: Temp-avg3to5 | coef 0.014 95% CI: [0.012 , 0.017] | OR_adj 1.014 [1.012 1.017] | occ: 1313 | OR_unadj: 0.989 [0.753 1.299] | indivs AUC:0.470 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.102 Number of Visits:0.090 Diagnosis:9ccs229:Fx arm:-0.067 Diagnosis:9ccs246:FUO:0.064 Diagnosis:9ccs118:Phlebitis:0.063 Diagnosis:9ccs234:Crush injury:0.062 Diagnosis:9ccs247:Lymph enlarg:0.061 Diagnosis:9ccs254:Rehab:0.060 Diagnosis:9ccs217:Ot cong anom:-0.060 Diagnosis:9ccs197:Skin infectn:-0.059 Vital: Temp-avg1to3 | coef 0.014 95% CI: [0.012 , 0.016] | OR_adj 1.014 [1.012 1.016] | occ: 1348 | OR_unadj: 1.102 [0.834 1.456] | indivs AUC:0.527 Correlated most with: Diagnosis:9ccs90:Eye infectn:-0.077 Diagnosis:9ccs7:Viral infect:-0.077 Newborn Diagnosis:9ccs191:Amnios dx:-0.071 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.068 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.068 Diagnosis:9ccs154:Gastroent:-0.067 Diagnosis:9ccs118:Phlebitis:0.061 Diagnosis:9ccs197:Skin infectn:-0.058 Diagnosis:9ccs219:Low birth wt:-0.056 Diagnosis:9ccs253:Allergy:0.052 Vital: HC-gain1to5 | coef 0.014 95% CI: [0.012 , 0.016] | OR_adj 1.014 [1.012 1.016] | occ: 1346 | OR_unadj: 0.866 [0.657 1.140] | indivs AUC:0.519 Correlated most with: Number of Visits:0.099 Diagnosis:9ccs125:Bronchitis:0.091 Diagnosis:9ccs154:Gastroent:-0.089 Newborn Diagnosis:9ccs222:Perint jaund:0.077 Diagnosis:9ccs163:Other GU dx:0.076 Diagnosis:9ccs126:Ot up rsp in:0.075 Diagnosis:9ccs196:Nml preg/del:-0.074 Diagnosis:9ccs257:Ot aftercare:0.063 Diagnosis:9ccs7:Viral infect:0.062 Diagnosis:9ccs113:Late eff CVD:-0.059 Vital: HC-avg1to3 | coef 0.014 95% CI: [0.011 , 0.016] | OR_adj 1.014 [1.011 1.016] | occ: 1229 | OR_unadj: 0.920 [0.701 1.208] | indivs AUC:0.492 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.212 Diagnosis:9ccs219:Low birth wt:-0.111 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.099 Diagnosis:9ccs75:Hx mental dx:0.093 Newborn Diagnosis:9ccs256:Exam/eval:-0.090 Newborn Diagnosis:9ccs221:Resp distres:-0.079 Newborn Diagnosis:9ccs253:Allergy:-0.077 Diagnosis:9ccs123:Influenza:0.077 Diagnosis:9ccs200:Oth skin dx:0.070 Newborn Diagnosis:9ccs5:HIV infectn:-0.068 Vital: Temp-latest | coef 0.013 95% CI: [0.011 , 0.015] | OR_adj 1.013 [1.011 1.015] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.465 Correlated most with: Diagnosis:9ccs70:Schizo/rl dx:0.115 Lab:294495 LEAD, BLOOD - LMC:0.090 Diagnosis:9ccs154:Gastroent:-0.089 Lab:323700 CULTURE THROAT W SENS - Sunrise:0.065 Diagnosis:9ccs167:Breast dx:0.063 Diagnosis:9ccs92:Otitis media:0.056 Diagnosis:9ccs125:Bronchitis:0.054 Diagnosis:9ccs126:Ot up rsp in:0.052 Newborn Diagnosis:9ccs143:Abdom hernia:0.051 Diagnosis:9ccs254:Rehab:0.051 Vital: Temp-avg7to10 | coef 0.013 95% CI: [0.011 , 0.015] | OR_adj 1.013 [1.011 1.015] | occ: 1351 | OR_unadj: 0.832 [0.534 1.296] | indivs AUC:0.478 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.195 Diagnosis:9ccs255:Social admin:-0.173 Diagnosis:9ccs7:Viral infect:-0.111 Number of Visits:-0.107 Diagnosis:9ccs126:Ot up rsp in:-0.105 Diagnosis:9ccs74:Ot mentl cnd:-0.095 Diagnosis:9ccs217:Ot cong anom:-0.094 Diagnosis:9ccs257:Ot aftercare:-0.090 Diagnosis:9ccs197:Skin infectn:-0.074 Diagnosis:9ccs58:Ot nutrit dx:-0.066 Vital: Temp-avg5to7 | coef 0.013 95% CI: [0.011 , 0.014] | OR_adj 1.013 [1.011 1.014] | occ: 1315 | OR_unadj: 1.008 [0.763 1.331] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs94:Other ear dx:0.078 Diagnosis:9ccs123:Influenza:0.061 Diagnosis:9ccs234:Crush injury:0.060 Diagnosis:9ccs90:Eye infectn:0.056 Diagnosis:9ccs134:Ot uppr resp:0.055 Number of Visits:0.054 Diagnosis:9ccs151:Oth liver dx:0.052 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.052 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.052 Diagnosis:9ccs219:Low birth wt:-0.052 Vital: Temp-avg0to1 | coef 0.013 95% CI: [0.011 , 0.014] | OR_adj 1.013 [1.011 1.014] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.490 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.092 Diagnosis:9ccs118:Phlebitis:0.071 Newborn Diagnosis:9ccs214:GI cong anom:-0.064 Diagnosis:9ccs76:Meningitis:0.063 Diagnosis:9ccs216:Nerv cong an:0.063 Diagnosis:9ccs58:Ot nutrit dx:-0.063 Diagnosis:9ccs7:Viral infect:-0.061 Diagnosis:9ccs120:Hemmorhoids:-0.057 Diagnosis:9ccs92:Otitis media:0.057 Diagnosis:9ccs214:GI cong anom:0.056 Vital: Ht-gain0to3 | coef 0.013 95% CI: [0.011 , 0.014] | OR_adj 1.013 [1.011 1.014] | occ: 1394 | OR_unadj: 0.853 [0.644 1.129] | indivs AUC:0.537 Correlated most with: Number of Visits:0.136 Diagnosis:9ccs126:Ot up rsp in:0.108 Newborn Diagnosis:9ccs143:Abdom hernia:-0.089 Diagnosis:9ccs16:Liver/ibd ca:0.082 Newborn Diagnosis:9ccs133:Oth low resp:0.080 Diagnosis:9ccs10:Immuniz/scrn:0.076 Diagnosis:9ccs92:Otitis media:0.074 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.072 Newborn Diagnosis:9ccs256:Exam/eval:0.068 Diagnosis:9ccs122:Pneumonia:0.064 Vital: Temp-avg10to13 | coef 0.013 95% CI: [0.011 , 0.014] | OR_adj 1.013 [1.011 1.014] | occ: 1399 | OR_unadj: 1.016 [0.764 1.351] | indivs AUC:0.560 Correlated most with: Diagnosis:9ccs175:Ot femal gen:-0.199 Diagnosis:9ccs223:Birth trauma:-0.120 Diagnosis:9ccs247:Lymph enlarg:-0.090 Newborn Diagnosis:9ccs259:Unclassified:-0.079 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:-0.079 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:-0.079 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.071 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.070 MatDeliveryAge:-0.070 Diagnosis:9ccs259:Unclassified:-0.067 Vital: HC-gain3to7 | coef 0.012 95% CI: [0.010 , 0.014] | OR_adj 1.012 [1.010 1.014] | occ: 1310 | OR_unadj: 1.076 [0.825 1.404] | indivs AUC:0.578 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.075 Lab:292495 LEAD LEVEL - Sunrise:-0.071 Diagnosis:9ccs246:FUO:0.070 Diagnosis:9ccs236:Opn wnd extr:-0.069 Diagnosis:9ccs196:Nml preg/del:0.069 Diagnosis:9ccs113:Late eff CVD:0.059 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.057 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.057 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.056 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.056 Vital: HC-gain0to3 | coef 0.012 95% CI: [0.011 , 0.014] | OR_adj 1.012 [1.011 1.014] | occ: 1332 | OR_unadj: 0.871 [0.636 1.192] | indivs AUC:0.490 Correlated most with: Number of Visits:0.117 Diagnosis:9ccs126:Ot up rsp in:0.073 Diagnosis:9ccs137:Mouth dx:0.072 Diagnosis:9ccs49:DiabMel no c:-0.070 Newborn Diagnosis:9ccs143:Abdom hernia:-0.065 Diagnosis:9ccs92:Otitis media:0.062 Diagnosis:9ccs16:Liver/ibd ca:0.060 Newborn Diagnosis:9ccs133:Oth low resp:0.059 Diagnosis:9ccs159:UTI:0.055 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.054 Vital: Temp-avg16to19 | coef 0.012 95% CI: [0.009 , 0.014] | OR_adj 1.012 [1.009 1.015] | occ: 1297 | OR_unadj: 0.872 [0.571 1.331] | indivs AUC:0.514 Correlated most with: Diagnosis:9ccs255:Social admin:-0.143 Diagnosis:9ccs10:Immuniz/scrn:-0.132 Number of Visits:-0.118 Diagnosis:9ccs257:Ot aftercare:-0.106 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.102 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.102 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.097 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.097 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.094 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.094 Vital: Ht-gain3to7 | coef 0.012 95% CI: [0.010 , 0.014] | OR_adj 1.012 [1.010 1.014] | occ: 1405 | OR_unadj: 1.120 [0.858 1.461] | indivs AUC:0.523 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:-0.091 Diagnosis:9ccs236:Opn wnd extr:-0.083 Diagnosis:9ccs246:FUO:0.081 Diagnosis:9ccs240:Burns:-0.071 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.069 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.069 Diagnosis:9ccs113:Late eff CVD:0.069 Diagnosis:9ccs7:Viral infect:0.062 Diagnosis:9ccs92:Otitis media:0.060 Diagnosis:9ccs126:Ot up rsp in:0.057 Vital: HC-gain10to16 | coef 0.012 95% CI: [0.009 , 0.014] | OR_adj 1.012 [1.010 1.014] | occ: 1222 | OR_unadj: 1.142 [0.874 1.492] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs256:Exam/eval:-0.077 Diagnosis:9ccs154:Gastroent:-0.070 Diagnosis:9ccs190:Fetal distrs:-0.057 Diagnosis:9ccs92:Otitis media:0.056 Diagnosis:9ccs5:HIV infectn:0.056 Diagnosis:9ccs48:Thyroid dsor:0.055 Diagnosis:9ccs250:Nausea/vomit:-0.055 Diagnosis:9ccs10:Immuniz/scrn:-0.054 Diagnosis:9ccs96:Hrt valve dx:-0.053 Diagnosis:9ccs52:Nutrit defic:0.053 Vital: Ht-latest | coef 0.011 95% CI: [0.010 , 0.012] | OR_adj 1.011 [1.010 1.012] | occ: 1614 | OR_unadj: 1.271 [0.956 1.688] | indivs AUC:0.560 Correlated most with: Number of Visits:0.447 Diagnosis:9ccs10:Immuniz/scrn:0.345 Diagnosis:9ccs126:Ot up rsp in:0.315 Diagnosis:9ccs92:Otitis media:0.265 Diagnosis:9ccs7:Viral infect:0.206 Diagnosis:9ccs257:Ot aftercare:0.188 Diagnosis:9ccs135:Intest infct:0.156 Diagnosis:9ccs90:Eye infectn:0.148 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.138 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.137 Vital: HC-gain7to13 | coef 0.011 95% CI: [0.009 , 0.013] | OR_adj 1.011 [1.009 1.013] | occ: 1298 | OR_unadj: 1.240 [0.922 1.668] | indivs AUC:0.586 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.069 Diagnosis:9ccs251:Abdomnl pain:0.066 Diagnosis:9ccs231:Oth fracture:0.054 Diagnosis:9ccs5:HIV infectn:-0.053 Diagnosis:9ccs232:Sprain:-0.052 Diagnosis:9ccs211:Ot conn tiss:0.052 Diagnosis:9ccs52:Nutrit defic:-0.052 Diagnosis:9ccs221:Resp distres:-0.052 Diagnosis:9ccs2619:e codes: other specified- nec:0.050 Diagnosis:9ccs228:Fx skull fac:0.050 Vital: Ht-gain1to5 | coef 0.011 95% CI: [0.010 , 0.012] | OR_adj 1.011 [1.010 1.012] | occ: 1420 | OR_unadj: 0.786 [0.598 1.035] | indivs AUC:0.479 Correlated most with: Number of Visits:0.163 Diagnosis:9ccs126:Ot up rsp in:0.103 Diagnosis:9ccs135:Intest infct:0.079 Diagnosis:9ccs154:Gastroent:-0.070 Diagnosis:9ccs225:Joint injury:0.069 Diagnosis:9ccs239:Superfic inj:0.068 Diagnosis:9ccs257:Ot aftercare:0.067 Diagnosis:9ccs159:UTI:0.067 Newborn Diagnosis:9ccs143:Abdom hernia:0.066 Diagnosis:9ccs7:Viral infect:0.065 Vital: Temp-avg13to16 | coef 0.011 95% CI: [0.009 , 0.012] | OR_adj 1.011 [1.009 1.012] | occ: 1313 | OR_unadj: 1.227 [0.936 1.609] | indivs AUC:0.567 Correlated most with: Diagnosis:9ccs92:Otitis media:0.145 Diagnosis:9ccs124:Tonsillitis:0.081 Diagnosis:9ccs154:Gastroent:-0.068 Number of Visits:0.065 Diagnosis:9ccs159:UTI:0.062 Newborn Diagnosis:9ccs94:Other ear dx:0.061 Diagnosis:9ccs126:Ot up rsp in:0.059 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.052 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.052 Diagnosis:9ccs4:Mycoses:0.046 Vital: Ht-avg10to13 | coef 0.011 95% CI: [0.009 , 0.012] | OR_adj 1.011 [1.009 1.013] | occ: 1381 | OR_unadj: 1.307 [0.998 1.712] | indivs AUC:0.544 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.118 Diagnosis:9ccs87:Retinal dx:-0.075 Diagnosis:9ccs238:Complic proc:-0.074 Diagnosis:9ccs64:Ot hematl dx:0.073 Newborn Diagnosis:9ccs5:HIV infectn:-0.069 Diagnosis:9ccs208:Acq foot def:0.069 Diagnosis:9ccs2:Septicemia:0.067 Diagnosis:9ccs73:Preadult dx:0.064 Newborn Diagnosis:9ccs215:gu cong anom:0.061 Newborn Diagnosis:9ccs134:Ot uppr resp:0.058 Vital: Ht-gain5to10 | coef 0.010 95% CI: [0.009 , 0.012] | OR_adj 1.011 [1.009 1.012] | occ: 1429 | OR_unadj: 1.097 [0.806 1.493] | indivs AUC:0.492 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.079 Diagnosis:9ccs236:Opn wnd extr:0.072 Diagnosis:9ccs89:Blindness:0.064 Diagnosis:9ccs16:Liver/ibd ca:-0.064 Newborn Diagnosis:9ccs94:Other ear dx:-0.062 Newborn Diagnosis:9ccs143:Abdom hernia:-0.062 Diagnosis:9ccs2619:e codes: other specified- nec:-0.060 Diagnosis:9ccs228:Fx skull fac:-0.060 Diagnosis:9ccs142:Appendicitis:0.058 Diagnosis:9ccs200:Oth skin dx:-0.057 Vital: Ht-avg1to3 | coef 0.010 95% CI: [0.008 , 0.012] | OR_adj 1.010 [1.008 1.012] | occ: 1348 | OR_unadj: 0.914 [0.694 1.204] | indivs AUC:0.517 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.303 Diagnosis:9ccs219:Low birth wt:-0.175 Diagnosis:9ccs87:Retinal dx:-0.138 Newborn Diagnosis:9ccs222:Perint jaund:-0.123 Diagnosis:9ccs143:Abdom hernia:-0.119 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117 Newborn Diagnosis:9ccs256:Exam/eval:-0.112 Newborn Diagnosis:9ccs94:Other ear dx:0.089 Newborn Diagnosis:9ccs253:Allergy:-0.079 Newborn Diagnosis:9ccs55:Fluid/elc dx:-0.071 Vital: HC-gain16to24 | coef 0.010 95% CI: [0.009 , 0.012] | OR_adj 1.010 [1.009 1.012] | occ: 1064 | OR_unadj: 0.868 [0.662 1.137] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs171:Menstrual dx:0.061 Lab:292495 LEAD LEVEL - Sunrise:0.060 Diagnosis:9ccs209:Ot acq defor:0.056 Newborn Diagnosis:9ccs256:Exam/eval:-0.054 Diagnosis:9ccs214:GI cong anom:-0.049 Diagnosis:9ccs251:Abdomnl pain:-0.049 Diagnosis:9ccs95:Oth nerv dx:0.048 Diagnosis:9ccs140:Gastritis:0.048 Diagnosis:9ccs256:Exam/eval:-0.047 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.047 * Vital: Ht Percentile-latest | coef 0.010 95% CI: [0.008 , 0.012] | OR_adj 1.010 [1.008 1.012] | occ: 1043 | OR_unadj: 1.325 [1.003 1.751] | indivs AUC:0.562 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.098 Diagnosis:9ccs89:Blindness:0.081 Diagnosis:9ccs128:Asthma:0.065 Lab:294203 BILIRUBIN TOTAL - LMC:-0.064 Newborn Diagnosis:9ccs214:GI cong anom:0.060 Newborn Diagnosis:9ccs215:gu cong anom:0.059 Newborn Diagnosis:9ccs200:Oth skin dx:-0.058 Diagnosis:9ccs2:Septicemia:0.054 Newborn Diagnosis:9ccs5:HIV infectn:-0.053 Diagnosis:9ccs137:Mouth dx:0.052 Vital: Ht-avg7to10 | coef 0.010 95% CI: [0.008 , 0.011] | OR_adj 1.010 [1.008 1.011] | occ: 1332 | OR_unadj: 1.262 [0.963 1.654] | indivs AUC:0.531 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.129 Diagnosis:9ccs87:Retinal dx:-0.084 Diagnosis:9ccs219:Low birth wt:-0.079 Diagnosis:9ccs238:Complic proc:-0.075 Diagnosis:9ccs73:Preadult dx:0.072 Newborn Diagnosis:9ccs5:HIV infectn:-0.070 Newborn Diagnosis:9ccs224:Ot perint dx:0.069 Diagnosis:9ccs123:Influenza:0.066 Diagnosis:9ccs208:Acq foot def:0.066 Lab:323825 STREP SCREEN THROAT - Sunrise:0.066 Vital: HR-latest | coef 0.009 95% CI: [0.008 , 0.011] | OR_adj 1.009 [1.008 1.011] | occ: 1010 | OR_unadj: 0.762 [0.553 1.050] | indivs AUC:0.540 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:0.112 Diagnosis:9ccs70:Schizo/rl dx:0.083 Diagnosis:9ccs217:Ot cong anom:0.083 Diagnosis:9ccs221:Resp distres:0.071 Newborn Diagnosis:9ccs256:Exam/eval:0.069 Diagnosis:9ccs106:Dysrhythmia:0.069 Diagnosis:9ccs47:Ot bnign neo:0.063 Diagnosis:9ccs122:Pneumonia:-0.063 Diagnosis:9ccs92:Otitis media:-0.060 Diagnosis:9ccs167:Breast dx:0.060 Vital: HC-gain13to19 | coef 0.009 95% CI: [0.008 , 0.011] | OR_adj 1.009 [1.008 1.011] | occ: 1080 | OR_unadj: 0.985 [0.755 1.286] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs128:Asthma:0.079 Newborn Diagnosis:9ccs223:Birth trauma:0.070 Diagnosis:9ccs171:Menstrual dx:-0.058 Diagnosis:9ccs96:Hrt valve dx:0.058 Diagnosis:9ccs10:Immuniz/scrn:0.055 Diagnosis:9ccs257:Ot aftercare:0.050 Diagnosis:9ccs243:Poisn nonmed:-0.049 Diagnosis:9ccs163:Other GU dx:0.048 Diagnosis:9ccs228:Fx skull fac:0.047 Diagnosis:9ccs2619:e codes: other specified- nec:0.047 * Vital: Ht-avg16to19 | coef 0.009 95% CI: [0.008 , 0.010] | OR_adj 1.009 [1.008 1.010] | occ: 1265 | OR_unadj: 1.417 [1.082 1.855] | indivs AUC:0.507 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.120 Newborn Diagnosis:9ccs5:HIV infectn:-0.085 Newborn Diagnosis:9ccs221:Resp distres:-0.072 Diagnosis:9ccs128:Asthma:0.067 Diagnosis:9ccs223:Birth trauma:0.067 Diagnosis:9ccs137:Mouth dx:0.066 Newborn Diagnosis:9ccs215:gu cong anom:0.064 Newborn Diagnosis:9ccs213:Cardiac anom:0.063 Diagnosis:9ccs87:Retinal dx:-0.062 Diagnosis:9ccs205:Back problem:-0.060 Vital: HC-avg0to1 | coef 0.009 95% CI: [0.008 , 0.010] | OR_adj 1.009 [1.008 1.010] | occ: 1191 | OR_unadj: 1.052 [0.803 1.378] | indivs AUC:0.538 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.256 Diagnosis:9ccs219:Low birth wt:-0.160 Newborn Diagnosis:9ccs256:Exam/eval:-0.107 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.091 Newborn Diagnosis:9ccs94:Other ear dx:0.089 Newborn Diagnosis:9ccs222:Perint jaund:-0.083 Diagnosis:9ccs63:Wht blood dx:-0.064 Diagnosis:9ccs197:Skin infectn:0.062 Diagnosis:9ccs222:Perint jaund:-0.061 Newborn Diagnosis:9ccs221:Resp distres:-0.061 * Vital: Ht-avg13to16 | coef 0.009 95% CI: [0.007 , 0.010] | OR_adj 1.009 [1.007 1.010] | occ: 1287 | OR_unadj: 1.332 [1.019 1.741] | indivs AUC:0.515 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.120 Diagnosis:9ccs2:Septicemia:0.082 Diagnosis:9ccs58:Ot nutrit dx:-0.073 Diagnosis:9ccs238:Complic proc:-0.071 Diagnosis:9ccs87:Retinal dx:-0.066 Diagnosis:9ccs222:Perint jaund:0.059 Newborn Diagnosis:9ccs221:Resp distres:-0.058 Lab:323825 STREP SCREEN THROAT - Sunrise:0.057 Diagnosis:10ccs58:Ot nutrit dx:0.055 Diagnosis:9ccs64:Ot hematl dx:0.055 Vital: Ht-avg0to1 | coef 0.008 95% CI: [0.007 , 0.010] | OR_adj 1.009 [1.007 1.010] | occ: 1326 | OR_unadj: 0.954 [0.722 1.262] | indivs AUC:0.490 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.348 Diagnosis:9ccs219:Low birth wt:-0.204 Newborn Diagnosis:9ccs221:Resp distres:-0.162 Newborn Diagnosis:9ccs222:Perint jaund:-0.135 Newborn Diagnosis:9ccs256:Exam/eval:-0.126 Diagnosis:9ccs143:Abdom hernia:-0.112 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.103 Newborn Diagnosis:9ccs253:Allergy:-0.101 Diagnosis:9ccs200:Oth skin dx:0.079 Newborn Diagnosis:9ccs224:Ot perint dx:0.074 Vital: Ht-avg5to7 | coef 0.008 95% CI: [0.007 , 0.010] | OR_adj 1.008 [1.007 1.010] | occ: 1293 | OR_unadj: 1.103 [0.839 1.451] | indivs AUC:0.484 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.219 Newborn Diagnosis:9ccs221:Resp distres:-0.116 Diagnosis:9ccs87:Retinal dx:-0.106 Newborn Diagnosis:9ccs222:Perint jaund:-0.087 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.085 Newborn Diagnosis:9ccs200:Oth skin dx:-0.084 Diagnosis:9ccs219:Low birth wt:-0.083 Diagnosis:9ccs210:SLE:-0.079 Newborn Diagnosis:9ccs5:HIV infectn:-0.072 Diagnosis:9ccs124:Tonsillitis:0.072 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.008 95% CI: [0.006 , 0.010] | OR_adj 1.008 [1.006 1.010] | occ: 1055 | OR_unadj: 1.275 [0.954 1.704] | indivs AUC:0.584 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.299 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.296 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.278 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.277 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.270 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.269 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.250 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.249 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth | coef 0.008 95% CI: [0.006 , 0.010] | OR_adj 1.008 [1.006 1.010] | occ: 1053 | OR_unadj: 1.251 [0.935 1.674] | indivs AUC:0.578 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.299 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.296 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.278 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.277 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.270 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.269 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.250 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.249 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.008 95% CI: [0.006 , 0.010] | OR_adj 1.008 [1.006 1.010] | occ: 1057 | OR_unadj: 1.438 [1.084 1.906] | indivs AUC:0.568 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.991 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.521 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.520 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.495 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.493 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.475 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.474 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.397 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.397 Vital: HC-gain5to10 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1305 | OR_unadj: 1.028 [0.772 1.370] | indivs AUC:0.434 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.079 Diagnosis:9ccs251:Abdomnl pain:-0.067 Diagnosis:9ccs234:Crush injury:-0.064 Diagnosis:9ccs236:Opn wnd extr:0.064 Lab:292208 CBC/DIFF/PLT - Sunrise:0.058 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.057 Diagnosis:9ccs231:Oth fracture:-0.055 Diagnosis:9ccs8:Oth infectns:-0.054 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.051 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.051 Vital: Ht Percentile-gain16to24 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.554 Correlated most with: Diagnosis:9ccs0:No DX:0.102 Diagnosis:9ccs258:Other screen:-0.095 Diagnosis:9ccs51:Ot endo dsor:-0.076 Lab:296169 RETICULOCYTE COUNT- LMC:-0.074 Diagnosis:9ccs259:Unclassified:0.067 Newborn Diagnosis:9ccs224:Ot perint dx:-0.066 Diagnosis:9ccs213:Cardiac anom:-0.065 Lab:294203 BILIRUBIN TOTAL - LMC:-0.062 Diagnosis:9ccs8:Oth infectns:0.061 Diagnosis:9ccs168:PID:-0.061 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1060 | OR_unadj: 1.433 [1.080 1.900] | indivs AUC:0.564 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.991 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.523 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.516 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.497 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.490 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.476 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.470 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.399 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.394 * Vital: HC-avg19to24 | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 917 | OR_unadj: 1.767 [1.333 2.341] | indivs AUC:0.534 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.119 Newborn Diagnosis:9ccs5:HIV infectn:-0.105 Diagnosis:9ccs83:Epilepsy/cnv:-0.101 Diagnosis:9ccs90:Eye infectn:0.070 Diagnosis:9ccs70:Schizo/rl dx:-0.065 Diagnosis:9ccs94:Other ear dx:-0.063 Diagnosis:9ccs49:DiabMel no c:0.063 Diagnosis:9ccs247:Lymph enlarg:0.062 Diagnosis:9ccs87:Retinal dx:-0.061 Newborn Diagnosis:9ccs197:Skin infectn:-0.057 * Vital: HC-gain0to24 | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 903 | OR_unadj: 1.731 [1.303 2.298] | indivs AUC:0.539 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.120 Newborn Diagnosis:9ccs5:HIV infectn:-0.106 Diagnosis:9ccs83:Epilepsy/cnv:-0.102 Diagnosis:9ccs90:Eye infectn:0.069 Diagnosis:9ccs94:Other ear dx:-0.066 Diagnosis:9ccs70:Schizo/rl dx:-0.065 Diagnosis:9ccs49:DiabMel no c:0.063 Diagnosis:9ccs87:Retinal dx:-0.061 Newborn Diagnosis:9ccs197:Skin infectn:-0.058 Diagnosis:9ccs247:Lymph enlarg:0.058 Vital: Ht-avg3to5 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1296 | OR_unadj: 0.876 [0.661 1.159] | indivs AUC:0.509 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.251 Diagnosis:9ccs87:Retinal dx:-0.116 Newborn Diagnosis:9ccs221:Resp distres:-0.104 Diagnosis:9ccs219:Low birth wt:-0.099 Newborn Diagnosis:9ccs222:Perint jaund:-0.097 Newborn Diagnosis:9ccs256:Exam/eval:-0.091 Diagnosis:9ccs143:Abdom hernia:-0.083 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.077 Newborn Diagnosis:9ccs253:Allergy:-0.076 Newborn Diagnosis:9ccs200:Oth skin dx:-0.075 Vital: Ht Percentile-gain13to19 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 832 | OR_unadj: 0.955 [0.693 1.316] | indivs AUC:0.478 Correlated most with: Newborn Diagnosis:9ccs143:Abdom hernia:-0.085 Diagnosis:9ccs171:Menstrual dx:-0.082 Diagnosis:9ccs49:DiabMel no c:0.071 Diagnosis:9ccs136:Teeth dx:-0.064 Diagnosis:9ccs163:Other GU dx:0.057 Diagnosis:9ccs208:Acq foot def:0.051 Diagnosis:9ccs211:Ot conn tiss:0.051 Newborn Diagnosis:9ccs215:gu cong anom:0.051 Diagnosis:9ccs125:Bronchitis:0.051 Diagnosis:9ccs143:Abdom hernia:-0.051 Vital: Ht-avg19to24 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1340 | OR_unadj: 1.266 [0.970 1.652] | indivs AUC:0.550 Correlated most with: Diagnosis:9ccs221:Resp distres:0.091 Diagnosis:9ccs128:Asthma:0.088 Number of Visits:0.085 Newborn Diagnosis:9ccs219:Low birth wt:-0.084 Diagnosis:9ccs200:Oth skin dx:0.083 Newborn Diagnosis:9ccs5:HIV infectn:-0.075 Diagnosis:9ccs64:Ot hematl dx:0.074 Lab:294495 LEAD, BLOOD - LMC:0.070 Diagnosis:9ccs259:Unclassified:0.068 Lab:323825 STREP SCREEN THROAT - Sunrise:0.067 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1055 | OR_unadj: 1.153 [0.870 1.529] | indivs AUC:0.515 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.999 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.277 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.276 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.188 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.188 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.164 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.164 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.153 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.153 Vital: HR-avg7to10 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 420 | OR_unadj: 0.906 [0.585 1.403] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs106:Dysrhythmia:0.125 Lab:292208 CBC/DIFF/PLT - Sunrise:-0.089 Diagnosis:9ccs10:Immuniz/scrn:0.089 Diagnosis:9ccs217:Ot cong anom:0.086 Diagnosis:9ccs231:Oth fracture:0.083 Diagnosis:9ccs125:Bronchitis:0.082 Diagnosis:9ccs229:Fx arm:0.080 Diagnosis:9ccs257:Ot aftercare:0.064 Diagnosis:9ccs7:Viral infect:0.063 Diagnosis:9ccs76:Meningitis:-0.063 Vital: Ht Percentile-gain7to13 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 713 | OR_unadj: 1.104 [0.782 1.559] | indivs AUC:0.479 Correlated most with: Diagnosis:9ccs120:Hemmorhoids:0.080 Diagnosis:9ccs245:Syncope:-0.076 Newborn Diagnosis:9ccs94:Other ear dx:-0.072 Diagnosis:9ccs217:Ot cong anom:-0.070 Diagnosis:9ccs2604:E Codes: Fire/burn:0.068 Diagnosis:10ccs238:Complic proc:0.068 Diagnosis:9ccs124:Tonsillitis:0.066 Diagnosis:10ccs58:Ot nutrit dx:0.065 Newborn Diagnosis:9ccs143:Abdom hernia:0.065 Diagnosis:9ccs219:Low birth wt:0.064 Vital: Ht Percentile-avg10to13 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 671 | OR_unadj: 1.232 [0.896 1.694] | indivs AUC:0.559 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.102 Diagnosis:9ccs230:Fx leg:-0.064 Diagnosis:9ccs89:Blindness:0.061 Diagnosis:10ccs58:Ot nutrit dx:0.059 Newborn Diagnosis:9ccs221:Resp distres:-0.055 Lab:323825 STREP SCREEN THROAT - Sunrise:0.052 Newborn Diagnosis:9ccs220:Birth asphyx:-0.052 Diagnosis:9ccs256:Exam/eval:0.051 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.050 Diagnosis:9ccs70:Schizo/rl dx:0.049 Diagnosis:9ccs255:Social admin | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1616 | OR_unadj: 0.664 [0.382 1.152] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs255:Social admin:1.000 Diagnosis:9ccs10:Immuniz/scrn:0.458 Diagnosis:9ccs126:Ot up rsp in:0.355 Diagnosis:9ccs253:Allergy:0.212 Diagnosis:9ccs92:Otitis media:0.192 Diagnosis:9ccs257:Ot aftercare:0.190 Diagnosis:9ccs7:Viral infect:0.187 Number of Visits:0.148 Diagnosis:9ccs90:Eye infectn:0.125 Diagnosis:9ccs125:Bronchitis:0.124 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1058 | OR_unadj: 1.146 [0.865 1.519] | indivs AUC:0.509 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.999 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.278 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.277 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.188 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.187 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.163 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.162 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.153 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.151 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1059 | OR_unadj: 1.048 [0.775 1.417] | indivs AUC:0.436 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.999 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.930 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.928 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.769 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.768 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.706 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.705 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.665 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.663 Vital: HR-avg13to16 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 363 | OR_unadj: 1.048 [0.669 1.642] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs2620:E Codes: Unspecified:0.129 Diagnosis:9ccs140:Gastritis:0.111 Diagnosis:9ccs105:Conduction:-0.106 Diagnosis:9ccs240:Burns:0.076 Diagnosis:9ccs106:Dysrhythmia:-0.075 Diagnosis:9ccs168:PID:0.074 Diagnosis:9ccs10:Immuniz/scrn:0.068 Diagnosis:9ccs163:Other GU dx:0.068 Diagnosis:9ccs190:Fetal distrs:0.068 Diagnosis:9ccs257:Ot aftercare:0.065 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1056 | OR_unadj: 1.052 [0.778 1.422] | indivs AUC:0.441 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.999 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.930 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.928 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.769 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.767 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.706 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.704 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.664 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.663 Vital: Ht Percentile-avg16to19 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 749 | OR_unadj: 1.248 [0.920 1.693] | indivs AUC:0.505 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:0.081 Newborn Diagnosis:9ccs219:Low birth wt:-0.078 Diagnosis:9ccs128:Asthma:0.071 Diagnosis:9ccs89:Blindness:0.064 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.062 Newborn Diagnosis:9ccs59:Anemia:-0.062 Diagnosis:9ccs51:Ot endo dsor:0.060 Newborn Diagnosis:9ccs215:gu cong anom:0.060 Lab:296169 RETICULOCYTE COUNT- LMC:0.060 Lab:297262 HEMOGLOBIN (HEMOCUE):0.058 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1060 | OR_unadj: 1.146 [0.862 1.522] | indivs AUC:0.533 Correlated most with: Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.394 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.393 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.391 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.391 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.381 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.380 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.340 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.340 Vital: Ht-gain0to24 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1325 | OR_unadj: 1.215 [0.931 1.585] | indivs AUC:0.551 Correlated most with: Diagnosis:9ccs221:Resp distres:0.092 Diagnosis:9ccs200:Oth skin dx:0.088 Newborn Diagnosis:9ccs219:Low birth wt:-0.087 Diagnosis:9ccs128:Asthma:0.083 Number of Visits:0.082 Newborn Diagnosis:9ccs5:HIV infectn:-0.075 Diagnosis:9ccs64:Ot hematl dx:0.075 Diagnosis:9ccs259:Unclassified:0.072 Lab:294495 LEAD, BLOOD - LMC:0.070 Lab:323825 STREP SCREEN THROAT - Sunrise:0.067 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1057 | OR_unadj: 1.125 [0.846 1.496] | indivs AUC:0.529 Correlated most with: Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.394 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.393 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.391 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.391 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.380 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.379 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.341 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.340 Vital: Ht Percentile-gain10to16 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 768 | OR_unadj: 0.941 [0.680 1.302] | indivs AUC:0.513 Correlated most with: Newborn Diagnosis:9ccs55:Fluid/elc dx:0.094 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.085 Newborn Diagnosis:9ccs214:GI cong anom:0.084 Lab:294495 LEAD, BLOOD - LMC:0.084 Diagnosis:9ccs125:Bronchitis:-0.077 Lab:295669 BILIRUBIN DIRECT - LMC:-0.069 Diagnosis:9ccs0:No DX:0.063 Diagnosis:9ccs96:Hrt valve dx:-0.062 Diagnosis:9ccs223:Birth trauma:-0.053 Diagnosis:9ccs2:Septicemia:-0.051 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1060 | OR_unadj: 1.261 [0.951 1.673] | indivs AUC:0.492 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.999 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.466 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.466 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.360 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.360 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.255 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.252 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.241 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.239 Vital: Ht Percentile-avg3to5 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 415 | OR_unadj: 0.745 [0.479 1.157] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.097 Diagnosis:9ccs44:Neoplsm unsp:0.074 Diagnosis:9ccs61:Sickle cell:-0.068 Newborn Diagnosis:9ccs253:Allergy:-0.067 Diagnosis:9ccs175:Ot femal gen:0.066 Diagnosis:9ccs168:PID:0.065 Newborn Diagnosis:9ccs197:Skin infectn:-0.065 Diagnosis:9ccs96:Hrt valve dx:-0.065 Newborn Diagnosis:9ccs200:Oth skin dx:-0.064 Diagnosis:9ccs118:Phlebitis:-0.059 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1057 | OR_unadj: 1.248 [0.940 1.656] | indivs AUC:0.485 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.999 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.466 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.465 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.360 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.360 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.255 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.254 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.241 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.239 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1013 | OR_unadj: 0.877 [0.644 1.195] | indivs AUC:0.488 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.587 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.586 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.582 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.581 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.483 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.481 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.476 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.474 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1046 | OR_unadj: 1.400 [1.051 1.866] | indivs AUC:0.527 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.998 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.466 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.465 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.381 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.379 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.268 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.267 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.219 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.217 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 994 | OR_unadj: 1.205 [0.891 1.630] | indivs AUC:0.509 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.999 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.458 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.457 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.449 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.448 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.403 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.402 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.342 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.341 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 997 | OR_unadj: 1.196 [0.884 1.617] | indivs AUC:0.502 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.999 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.459 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.457 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.450 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.449 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.403 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.402 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.342 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.339 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1043 | OR_unadj: 1.400 [1.051 1.866] | indivs AUC:0.532 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.998 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.466 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.466 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.380 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.380 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.267 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.267 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.218 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.217 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1060 | OR_unadj: 0.956 [0.714 1.280] | indivs AUC:0.475 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.695 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.695 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.654 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.654 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.635 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.635 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.350 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.350 Vital: Ht Percentile-avg5to7 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 465 | OR_unadj: 1.007 [0.684 1.483] | indivs AUC:0.524 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.108 Newborn Diagnosis:9ccs200:Oth skin dx:-0.081 Newborn Diagnosis:9ccs221:Resp distres:-0.069 Diagnosis:9ccs70:Schizo/rl dx:0.067 Diagnosis:9ccs63:Wht blood dx:0.065 Diagnosis:9ccs230:Fx leg:-0.063 Diagnosis:9ccs118:Phlebitis:-0.062 Diagnosis:9ccs222:Perint jaund:0.062 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.060 Diagnosis:9ccs140:Gastritis:-0.058 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1010 | OR_unadj: 0.881 [0.647 1.199] | indivs AUC:0.494 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.587 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.586 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.582 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.581 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.482 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.481 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.475 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.474 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1057 | OR_unadj: 0.956 [0.714 1.280] | indivs AUC:0.483 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.696 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.694 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.655 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.654 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.635 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.634 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.351 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.350 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1056 | OR_unadj: 1.154 [0.867 1.537] | indivs AUC:0.546 Correlated most with: Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:1.000 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.999 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.731 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.730 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.656 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.654 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.636 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.635 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.609 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.607 Vital: Ht Percentile-gain1to5 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 465 | OR_unadj: 0.736 [0.477 1.135] | indivs AUC:0.478 Correlated most with: Diagnosis:9ccs195:Ot compl bir:-0.087 Diagnosis:9ccs252:Fatigue:-0.075 Newborn Diagnosis:9ccs197:Skin infectn:-0.067 Diagnosis:9ccs242:Poisn ot med:0.066 Newborn Diagnosis:9ccs143:Abdom hernia:0.064 Diagnosis:9ccs140:Gastritis:-0.061 Diagnosis:9ccs48:Thyroid dsor:-0.060 Diagnosis:9ccs96:Hrt valve dx:-0.058 Newborn Diagnosis:9ccs222:Perint jaund:0.056 Diagnosis:9ccs213:Cardiac anom:-0.051 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1055 | OR_unadj: 1.063 [0.788 1.433] | indivs AUC:0.501 Correlated most with: Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:1.000 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.998 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.731 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.731 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.719 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.718 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.710 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.708 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.653 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.652 Vital: HR-avg16to19 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 364 | OR_unadj: 0.933 [0.582 1.496] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs106:Dysrhythmia:0.124 Diagnosis:9ccs240:Burns:0.086 Diagnosis:9ccs217:Ot cong anom:0.077 Diagnosis:9ccs161:Ot dx kidney:0.073 Diagnosis:9ccs63:Wht blood dx:0.071 Diagnosis:9ccs90:Eye infectn:0.071 Diagnosis:9ccs219:Low birth wt:0.070 Diagnosis:9ccs159:UTI:0.063 Diagnosis:9ccs91:Other eye dx:0.061 Diagnosis:9ccs230:Fx leg:-0.059 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1059 | OR_unadj: 1.147 [0.861 1.527] | indivs AUC:0.541 Correlated most with: Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:1.000 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.999 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.731 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.731 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.655 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.652 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.635 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.634 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.608 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.605 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1058 | OR_unadj: 1.063 [0.788 1.433] | indivs AUC:0.492 Correlated most with: Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:1.000 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.998 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.731 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.730 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.718 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.714 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.708 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.704 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.652 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.650 Vital: Ht Percentile-avg7to10 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 564 | OR_unadj: 1.079 [0.760 1.532] | indivs AUC:0.530 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.104 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.086 Diagnosis:9ccs230:Fx leg:-0.073 Newborn Diagnosis:9ccs221:Resp distres:-0.066 Diagnosis:9ccs167:Breast dx:-0.064 Newborn Diagnosis:9ccs200:Oth skin dx:-0.062 Diagnosis:9ccs118:Phlebitis:-0.061 Diagnosis:9ccs168:PID:0.059 Diagnosis:9ccs208:Acq foot def:0.057 Diagnosis:9ccs252:Fatigue:0.053 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1059 | OR_unadj: 1.001 [0.752 1.332] | indivs AUC:0.494 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.999 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.933 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.931 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.722 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.720 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.710 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.708 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.689 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.687 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1056 | OR_unadj: 0.986 [0.740 1.313] | indivs AUC:0.488 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.933 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.931 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.721 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.720 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.709 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.708 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.688 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.686 Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 491 | OR_unadj: 0.892 [0.662 1.202] | indivs AUC:0.481 Correlated most with: Newborn Diagnosis:9ccs224:Ot perint dx:1.000 Newborn Diagnosis:9ccs96:Hrt valve dx:0.129 Newborn Diagnosis:9ccs256:Exam/eval:0.127 Newborn Diagnosis:9ccs222:Perint jaund:0.105 Newborn Diagnosis:9ccs95:Oth nerv dx:0.085 Diagnosis:9ccs253:Allergy:-0.080 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.070 Newborn Diagnosis:9ccs253:Allergy:0.070 Newborn Diagnosis:9ccs200:Oth skin dx:0.060 Diagnosis:9ccs234:Crush injury:-0.056 * Vital: Ht Percentile-gain0to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 899 | OR_unadj: 1.356 [1.016 1.808] | indivs AUC:0.595 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.083 Diagnosis:9ccs89:Blindness:0.078 Diagnosis:9ccs128:Asthma:0.077 Newborn Diagnosis:9ccs214:GI cong anom:0.069 Lab:294203 BILIRUBIN TOTAL - LMC:-0.064 Lab:294495 LEAD, BLOOD - LMC:0.063 Lab:323825 STREP SCREEN THROAT - Sunrise:0.062 Diagnosis:9ccs64:Ot hematl dx:0.061 Newborn Diagnosis:9ccs5:HIV infectn:-0.060 Newborn Diagnosis:9ccs215:gu cong anom:0.055 Vital: Ht Percentile-gain5to10 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 606 | OR_unadj: 0.842 [0.579 1.225] | indivs AUC:0.463 Correlated most with: Newborn Diagnosis:9ccs143:Abdom hernia:-0.089 Diagnosis:9ccs145:Int obstruct:0.070 Diagnosis:9ccs171:Menstrual dx:0.064 Diagnosis:9ccs89:Blindness:0.063 Diagnosis:9ccs70:Schizo/rl dx:-0.061 Diagnosis:9ccs214:GI cong anom:0.059 Diagnosis:9ccs199:Ulcer skin:0.059 Diagnosis:9ccs167:Breast dx:-0.059 Diagnosis:9ccs113:Late eff CVD:-0.053 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.051 * Vital: RR-latest | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 725 | OR_unadj: 0.663 [0.457 0.960] | indivs AUC:0.444 Correlated most with: Diagnosis:9ccs151:Oth liver dx:0.128 Diagnosis:9ccs10:Immuniz/scrn:0.079 Diagnosis:9ccs73:Preadult dx:-0.079 Diagnosis:9ccs257:Ot aftercare:0.074 Diagnosis:9ccs222:Perint jaund:0.073 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.071 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.071 Newborn Diagnosis:9ccs219:Low birth wt:0.070 Diagnosis:9ccs223:Birth trauma:0.066 Newborn Diagnosis:9ccs197:Skin infectn:0.065 Vital: HR-avg19to24 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 442 | OR_unadj: 0.945 [0.614 1.454] | indivs AUC:0.567 Correlated most with: Diagnosis:9ccs70:Schizo/rl dx:0.140 Diagnosis:9ccs132:Lung externl:-0.090 Diagnosis:9ccs213:Cardiac anom:-0.072 Diagnosis:9ccs245:Syncope:0.069 Newborn Diagnosis:9ccs134:Ot uppr resp:-0.063 Diagnosis:9ccs10:Immuniz/scrn:0.060 Diagnosis:10ccs58:Ot nutrit dx:-0.060 Diagnosis:9ccs231:Oth fracture:0.057 Diagnosis:9ccs251:Abdomnl pain:0.055 Diagnosis:9ccs151:Oth liver dx:0.054 * Diagnosis:9ccs10:Immuniz/scrn | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1406 | OR_unadj: 0.719 [0.517 0.999] | indivs AUC:0.515 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:1.000 Diagnosis:9ccs255:Social admin:0.458 Diagnosis:9ccs126:Ot up rsp in:0.312 Number of Visits:0.277 Diagnosis:9ccs7:Viral infect:0.207 Diagnosis:9ccs257:Ot aftercare:0.194 Diagnosis:9ccs92:Otitis media:0.191 Diagnosis:9ccs253:Allergy:0.179 Diagnosis:9ccs135:Intest infct:0.147 Diagnosis:9ccs90:Eye infectn:0.143 * Vital: Ht Percentile-avg19to24 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 916 | OR_unadj: 1.365 [1.025 1.817] | indivs AUC:0.591 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.091 Diagnosis:9ccs128:Asthma:0.079 Diagnosis:9ccs89:Blindness:0.079 Newborn Diagnosis:9ccs214:GI cong anom:0.069 Lab:294203 BILIRUBIN TOTAL - LMC:-0.066 Lab:294495 LEAD, BLOOD - LMC:0.062 Lab:323825 STREP SCREEN THROAT - Sunrise:0.061 Diagnosis:9ccs64:Ot hematl dx:0.061 Newborn Diagnosis:9ccs5:HIV infectn:-0.059 Newborn Diagnosis:9ccs215:gu cong anom:0.056 Vital: Ht Percentile-gain3to7 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 513 | OR_unadj: 0.862 [0.579 1.284] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs70:Schizo/rl dx:0.099 Diagnosis:9ccs145:Int obstruct:-0.089 Diagnosis:9ccs92:Otitis media:0.085 Lab:306025 PPD:0.075 Diagnosis:9ccs136:Teeth dx:0.069 Diagnosis:9ccs74:Ot mentl cnd:0.066 Diagnosis:9ccs2620:E Codes: Unspecified:0.064 Diagnosis:9ccs113:Late eff CVD:0.062 Diagnosis:9ccs161:Ot dx kidney:0.061 Diagnosis:9ccs59:Anemia:0.060 * Diagnosis:9ccs58:Ot nutrit dx | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 160 | OR_unadj: 1.600 [1.067 2.397] | indivs AUC:0.527 Correlated most with: Diagnosis:9ccs58:Ot nutrit dx:1.000 Number of Visits:0.140 Diagnosis:9ccs74:Ot mentl cnd:0.102 Lab:294203 BILIRUBIN TOTAL - LMC:0.092 Diagnosis:9ccs256:Exam/eval:0.090 Diagnosis:9ccs253:Allergy:0.088 Diagnosis:9ccs155:Other GI dx:0.087 Diagnosis:9ccs134:Ot uppr resp:0.085 Diagnosis:9ccs250:Nausea/vomit:0.078 Diagnosis:9ccs132:Lung externl:0.075 Vital: Ht Percentile-avg13to16 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 688 | OR_unadj: 1.313 [0.962 1.791] | indivs AUC:0.508 Correlated most with: Diagnosis:10ccs58:Ot nutrit dx:0.089 Lab:323825 STREP SCREEN THROAT - Sunrise:0.084 Newborn Diagnosis:9ccs219:Low birth wt:-0.082 Newborn Diagnosis:9ccs221:Resp distres:-0.071 Newborn Diagnosis:9ccs214:GI cong anom:0.068 Diagnosis:9ccs242:Poisn ot med:0.066 Diagnosis:9ccs171:Menstrual dx:0.065 Diagnosis:9ccs2603:E Codes: Fall:0.060 Diagnosis:9ccs90:Eye infectn:0.058 Newborn Diagnosis:9ccs200:Oth skin dx:-0.057 Diagnosis:9ccs197:Skin infectn | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 171 | OR_unadj: 1.339 [0.889 2.017] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs197:Skin infectn:1.000 Number of Visits:0.102 Diagnosis:9ccs92:Otitis media:0.090 Diagnosis:9ccs136:Teeth dx:0.088 Diagnosis:9ccs137:Mouth dx:0.083 Diagnosis:9ccs239:Superfic inj:0.080 Diagnosis:9ccs229:Fx arm:0.079 Diagnosis:9ccs2:Septicemia:0.079 Diagnosis:9ccs90:Eye infectn:0.077 Diagnosis:9ccs255:Social admin:0.075 Census:Percent; Estimate; Percent bachelor's degree or higher-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1059 | OR_unadj: 1.050 [0.773 1.426] | indivs AUC:0.466 Correlated most with: Census:Percent; Estimate; Percent bachelor's degree or higher-latest:1.000 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.998 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.947 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.945 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.930 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.928 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.779 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.776 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.722 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.722 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1060 | OR_unadj: 1.111 [0.830 1.488] | indivs AUC:0.504 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.997 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.947 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.944 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.769 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.767 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.760 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.757 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.714 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.711 Census:Percent; Estimate; Percent bachelor's degree or higher-birth | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1056 | OR_unadj: 1.054 [0.776 1.431] | indivs AUC:0.473 Correlated most with: Census:Percent; Estimate; Percent bachelor's degree or higher-birth:1.000 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.998 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.947 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.944 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.930 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.928 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.778 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.776 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.721 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.721 * Newborn Diagnosis:9ccs256:Exam/eval | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 105 | OR_unadj: 1.637 [1.010 2.653] | indivs AUC:0.517 Correlated most with: Newborn Diagnosis:9ccs256:Exam/eval:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.306 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.206 Newborn Diagnosis:9ccs221:Resp distres:0.197 Newborn Diagnosis:9ccs222:Perint jaund:0.192 Diagnosis:9ccs219:Low birth wt:0.187 Newborn Diagnosis:9ccs224:Ot perint dx:0.127 Newborn Diagnosis:9ccs253:Allergy:0.108 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.095 Diagnosis:9ccs87:Retinal dx:0.095 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1057 | OR_unadj: 1.115 [0.833 1.493] | indivs AUC:0.511 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.997 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.947 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.945 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.769 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.768 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.759 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.757 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.713 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.711 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1060 | OR_unadj: 0.950 [0.691 1.307] | indivs AUC:0.516 Correlated most with: Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:1.000 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.997 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.915 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.912 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.722 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.719 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.714 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.711 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.710 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.708 Census:Percent; Estimate; Percent high school graduate or higher-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1060 | OR_unadj: 1.130 [0.854 1.496] | indivs AUC:0.496 Correlated most with: Census:Percent; Estimate; Percent high school graduate or higher-latest:1.000 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.933 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.931 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.915 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.912 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.779 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.776 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.760 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.757 Vital: HR-avg1to3 | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 273 | OR_unadj: 0.877 [0.537 1.434] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs117:Ot circul dx:0.089 Diagnosis:9ccs259:Unclassified:0.080 Diagnosis:9ccs214:GI cong anom:-0.079 Diagnosis:9ccs167:Breast dx:0.072 Newborn Diagnosis:9ccs256:Exam/eval:0.072 Diagnosis:9ccs244:Other injury:0.063 Diagnosis:9ccs122:Pneumonia:-0.062 Newborn Diagnosis:9ccs219:Low birth wt:0.060 Diagnosis:9ccs10:Immuniz/scrn:0.057 Diagnosis:9ccs198:Ot infl skin:0.057 Census:Percent; Estimate; Percent high school graduate or higher-birth | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1057 | OR_unadj: 1.134 [0.857 1.501] | indivs AUC:0.502 Correlated most with: Census:Percent; Estimate; Percent high school graduate or higher-birth:1.000 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.933 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.931 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.914 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.912 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.778 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.776 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.759 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.757 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1057 | OR_unadj: 0.957 [0.702 1.304] | indivs AUC:0.506 Correlated most with: Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:1.000 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.997 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.914 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.912 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.721 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.719 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.713 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.711 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.709 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.708 Diagnosis:9ccs239:Superfic inj | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 152 | OR_unadj: 0.949 [0.591 1.522] | indivs AUC:0.469 Correlated most with: Diagnosis:9ccs239:Superfic inj:1.000 Number of Visits:0.203 Diagnosis:9ccs253:Allergy:0.139 Diagnosis:9ccs200:Oth skin dx:0.138 Diagnosis:9ccs155:Other GI dx:0.136 Diagnosis:9ccs256:Exam/eval:0.120 Diagnosis:9ccs126:Ot up rsp in:0.114 Diagnosis:9ccs133:Oth low resp:0.112 Diagnosis:9ccs246:FUO:0.110 Newborn Diagnosis:9ccs220:Birth asphyx:0.110 Diagnosis:9ccs253:Allergy | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 840 | OR_unadj: 0.970 [0.744 1.266] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs253:Allergy:1.000 Number of Visits:0.271 Diagnosis:9ccs255:Social admin:0.212 Diagnosis:9ccs200:Oth skin dx:0.201 Diagnosis:9ccs10:Immuniz/scrn:0.179 Diagnosis:9ccs4:Mycoses:0.177 Diagnosis:9ccs126:Ot up rsp in:0.157 Diagnosis:9ccs257:Ot aftercare:0.157 Diagnosis:9ccs7:Viral infect:0.155 Diagnosis:9ccs239:Superfic inj:0.139 Newborn Diagnosis:9ccs219:Low birth wt | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 102 | OR_unadj: 1.051 [0.606 1.824] | indivs AUC:0.494 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:1.000 Diagnosis:9ccs219:Low birth wt:0.413 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.312 Newborn Diagnosis:9ccs256:Exam/eval:0.306 Newborn Diagnosis:9ccs221:Resp distres:0.272 Newborn Diagnosis:9ccs222:Perint jaund:0.264 Newborn Diagnosis:9ccs253:Allergy:0.240 Diagnosis:9ccs74:Ot mentl cnd:0.126 Newborn Diagnosis:9ccs94:Other ear dx:-0.120 Diagnosis:9ccs143:Abdom hernia:0.104 Vital: Ht Percentile-avg1to3 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 375 | OR_unadj: 0.643 [0.396 1.043] | indivs AUC:0.469 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.107 Diagnosis:9ccs44:Neoplsm unsp:0.104 Newborn Diagnosis:9ccs200:Oth skin dx:-0.076 Diagnosis:9ccs70:Schizo/rl dx:-0.076 Diagnosis:9ccs208:Acq foot def:0.072 Diagnosis:9ccs168:PID:0.066 Diagnosis:9ccs8:Oth infectns:0.066 Diagnosis:9ccs252:Fatigue:0.065 Diagnosis:9ccs224:Ot perint dx:0.063 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.062 Vital: Ht Percentile-gain0to3 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 390 | OR_unadj: 0.716 [0.445 1.152] | indivs AUC:0.420 Correlated most with: Diagnosis:9ccs145:Int obstruct:0.117 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.083 Lab:296169 RETICULOCYTE COUNT- LMC:0.063 Diagnosis:9ccs95:Oth nerv dx:-0.060 Diagnosis:9ccs231:Oth fracture:-0.059 Diagnosis:9ccs122:Pneumonia:0.055 Lab:294205 TSH REFLEX TO FT4 - LMC:0.053 Diagnosis:9ccs200:Oth skin dx:0.051 Diagnosis:9ccs245:Syncope:-0.051 Newborn Diagnosis:9ccs214:GI cong anom:0.050 Diagnosis:9ccs7:Viral infect | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 718 | OR_unadj: 0.855 [0.651 1.122] | indivs AUC:0.467 Correlated most with: Diagnosis:9ccs7:Viral infect:1.000 Number of Visits:0.408 Diagnosis:9ccs126:Ot up rsp in:0.236 Diagnosis:9ccs10:Immuniz/scrn:0.207 Diagnosis:9ccs90:Eye infectn:0.205 Diagnosis:9ccs255:Social admin:0.187 Diagnosis:9ccs133:Oth low resp:0.182 Diagnosis:9ccs92:Otitis media:0.174 Diagnosis:9ccs257:Ot aftercare:0.169 Diagnosis:9ccs125:Bronchitis:0.159 Vital: HR-avg10to13 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 403 | OR_unadj: 1.043 [0.671 1.621] | indivs AUC:0.460 Correlated most with: Diagnosis:9ccs221:Resp distres:0.123 Diagnosis:9ccs252:Fatigue:0.091 Diagnosis:9ccs10:Immuniz/scrn:0.088 Diagnosis:9ccs212:Ot bone dx:0.069 Newborn Diagnosis:9ccs191:Amnios dx:0.067 Diagnosis:9ccs7:Viral infect:0.061 Diagnosis:9ccs105:Conduction:-0.057 Newborn Diagnosis:9ccs214:GI cong anom:0.057 Diagnosis:9ccs117:Ot circul dx:0.055 Diagnosis:9ccs251:Abdomnl pain:0.055 Diagnosis:9ccs126:Ot up rsp in | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1234 | OR_unadj: 1.180 [0.868 1.604] | indivs AUC:0.541 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:1.000 Number of Visits:0.430 Diagnosis:9ccs255:Social admin:0.355 Diagnosis:9ccs92:Otitis media:0.337 Diagnosis:9ccs10:Immuniz/scrn:0.312 Diagnosis:9ccs7:Viral infect:0.236 Diagnosis:9ccs257:Ot aftercare:0.228 Diagnosis:9ccs90:Eye infectn:0.191 Diagnosis:9ccs135:Intest infct:0.190 Diagnosis:9ccs133:Oth low resp:0.167 Diagnosis:9ccs257:Ot aftercare | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 730 | OR_unadj: 0.962 [0.735 1.259] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs257:Ot aftercare:1.000 Number of Visits:0.325 Diagnosis:9ccs126:Ot up rsp in:0.228 Diagnosis:9ccs92:Otitis media:0.226 Diagnosis:9ccs125:Bronchitis:0.216 Diagnosis:9ccs10:Immuniz/scrn:0.194 Diagnosis:9ccs255:Social admin:0.190 Diagnosis:9ccs7:Viral infect:0.169 Diagnosis:9ccs253:Allergy:0.157 Diagnosis:9ccs128:Asthma:0.152 Newborn Diagnosis:9ccs222:Perint jaund | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 169 | OR_unadj: 1.244 [0.818 1.892] | indivs AUC:0.503 Correlated most with: Newborn Diagnosis:9ccs222:Perint jaund:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.264 Newborn Diagnosis:9ccs256:Exam/eval:0.192 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.181 Newborn Diagnosis:9ccs253:Allergy:0.154 Newborn Diagnosis:9ccs221:Resp distres:0.149 Diagnosis:9ccs219:Low birth wt:0.119 Diagnosis:9ccs222:Perint jaund:0.115 Newborn Diagnosis:9ccs224:Ot perint dx:0.105 Number of Visits:0.103 Vital: HR-avg3to5 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 237 | OR_unadj: 0.904 [0.524 1.561] | indivs AUC:0.523 Correlated most with: Newborn Diagnosis:9ccs133:Oth low resp:0.222 Newborn Diagnosis:9ccs256:Exam/eval:0.091 Diagnosis:9ccs167:Breast dx:0.081 Diagnosis:9ccs254:Rehab:0.075 Diagnosis:9ccs106:Dysrhythmia:0.071 MatDeliveryAge:0.068 Newborn Diagnosis:9ccs221:Resp distres:0.067 Diagnosis:9ccs161:Ot dx kidney:0.066 Newborn Diagnosis:9ccs223:Birth trauma:-0.064 Diagnosis:9ccs74:Ot mentl cnd:-0.061 Vital: RR-avg7to10 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 231 | OR_unadj: 0.785 [0.423 1.459] | indivs AUC:0.514 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:0.128 Diagnosis:9ccs125:Bronchitis:0.117 Diagnosis:9ccs106:Dysrhythmia:0.102 Diagnosis:9ccs257:Ot aftercare:0.095 Lab:292208 CBC/DIFF/PLT - Sunrise:-0.091 Diagnosis:9ccs90:Eye infectn:0.083 Diagnosis:9ccs7:Viral infect:0.081 Diagnosis:9ccs232:Sprain:-0.079 Diagnosis:9ccs247:Lymph enlarg:0.073 Diagnosis:9ccs133:Oth low resp:0.062 Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1611 | OR_unadj: 1.569 [0.777 3.170] | indivs AUC:0.512 Correlated most with: Newborn Diagnosis:9ccs10:Immuniz/scrn:1.000 Newborn Diagnosis:9ccs94:Other ear dx:0.316 Newborn Diagnosis:9ccs219:Low birth wt:-0.312 Newborn Diagnosis:9ccs259:Unclassified:-0.304 Newborn Diagnosis:9ccs0:No DX:-0.234 Newborn Diagnosis:9ccs256:Exam/eval:-0.206 Newborn Diagnosis:9ccs222:Perint jaund:-0.181 Newborn Diagnosis:9ccs221:Resp distres:-0.140 Diagnosis:9ccs219:Low birth wt:-0.123 Newborn Diagnosis:9ccs253:Allergy:-0.122 Newborn Diagnosis:9ccs155:Other GI dx | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs155:Other GI dx:1.000 Diagnosis:9ccs255:Social admin:-0.108 Diagnosis:9ccs10:Immuniz/scrn:-0.053 Diagnosis:9ccs126:Ot up rsp in:-0.040 Newborn Diagnosis:9ccs224:Ot perint dx:0.038 Diagnosis:9ccs253:Allergy:-0.024 Diagnosis:9ccs92:Otitis media:-0.021 Diagnosis:9ccs257:Ot aftercare:-0.021 Diagnosis:9ccs7:Viral infect:-0.021 Diagnosis:9ccs200:Oth skin dx:-0.015 Diagnosis:9ccs92:Otitis media | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 737 | OR_unadj: 1.137 [0.871 1.485] | indivs AUC:0.553 Correlated most with: Diagnosis:9ccs92:Otitis media:1.000 Number of Visits:0.408 Diagnosis:9ccs126:Ot up rsp in:0.337 Diagnosis:9ccs90:Eye infectn:0.231 Diagnosis:9ccs125:Bronchitis:0.228 Diagnosis:9ccs257:Ot aftercare:0.226 Diagnosis:9ccs255:Social admin:0.192 Diagnosis:9ccs10:Immuniz/scrn:0.191 Diagnosis:9ccs135:Intest infct:0.183 Diagnosis:9ccs7:Viral infect:0.174 Newborn Diagnosis:9ccs223:Birth trauma | coef 0.001 95% CI: [0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 19 | OR_unadj: 1.510 [0.497 4.587] | indivs AUC:0.504 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:1.000 Diagnosis:9ccs223:Birth trauma:0.196 Diagnosis:9ccs153:GI hemorrhag:0.102 Diagnosis:9ccs47:Ot bnign neo:0.099 Newborn Diagnosis:9ccs256:Exam/eval:0.089 Diagnosis:9ccs154:Gastroent:0.082 Diagnosis:9ccs242:Poisn ot med:0.081 Diagnosis:9ccs247:Lymph enlarg:0.080 Newborn Diagnosis:9ccs222:Perint jaund:0.077 Newborn Diagnosis:9ccs221:Resp distres:0.074 Diagnosis:9ccs155:Other GI dx | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 446 | OR_unadj: 0.796 [0.581 1.090] | indivs AUC:0.428 Correlated most with: Diagnosis:9ccs155:Other GI dx:1.000 Number of Visits:0.304 Diagnosis:9ccs200:Oth skin dx:0.168 Diagnosis:9ccs7:Viral infect:0.153 Diagnosis:9ccs126:Ot up rsp in:0.144 Diagnosis:9ccs239:Superfic inj:0.136 Diagnosis:9ccs10:Immuniz/scrn:0.130 Diagnosis:9ccs250:Nausea/vomit:0.124 Diagnosis:9ccs133:Oth low resp:0.116 Diagnosis:9ccs91:Other eye dx:0.113 Vital: HR-avg5to7 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 274 | OR_unadj: 0.881 [0.526 1.476] | indivs AUC:0.533 Correlated most with: Diagnosis:9ccs145:Int obstruct:-0.133 Diagnosis:9ccs246:FUO:-0.104 Newborn Diagnosis:9ccs94:Other ear dx:-0.077 Newborn Diagnosis:9ccs221:Resp distres:0.075 Diagnosis:9ccs125:Bronchitis:0.073 Lab:294147 FREE T4 - LMC:0.072 Diagnosis:9ccs244:Other injury:0.068 Diagnosis:9ccs135:Intest infct:0.068 Diagnosis:9ccs10:Immuniz/scrn:0.065 Number of Visits:0.065 * Diagnosis:9ccs200:Oth skin dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 461 | OR_unadj: 0.717 [0.522 0.985] | indivs AUC:0.465 Correlated most with: Diagnosis:9ccs200:Oth skin dx:1.000 Number of Visits:0.231 Diagnosis:9ccs253:Allergy:0.201 Diagnosis:9ccs155:Other GI dx:0.168 Diagnosis:9ccs7:Viral infect:0.158 Diagnosis:9ccs256:Exam/eval:0.140 Diagnosis:9ccs239:Superfic inj:0.138 Diagnosis:9ccs126:Ot up rsp in:0.119 Diagnosis:9ccs255:Social admin:0.113 Diagnosis:9ccs10:Immuniz/scrn:0.106 Vital: RR-avg16to19 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 154 | OR_unadj: 1.347 [0.768 2.362] | indivs AUC:0.513 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.092 Diagnosis:9ccs240:Burns:0.091 Diagnosis:9ccs125:Bronchitis:0.057 Diagnosis:9ccs95:Oth nerv dx:-0.053 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.052 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.051 Diagnosis:9ccs239:Superfic inj:0.051 Diagnosis:9ccs2:Septicemia:0.051 Diagnosis:9ccs133:Oth low resp:0.050 Diagnosis:9ccs105:Conduction:0.050 Diagnosis:9ccs90:Eye infectn | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 400 | OR_unadj: 1.181 [0.871 1.601] | indivs AUC:0.560 Correlated most with: Diagnosis:9ccs90:Eye infectn:1.000 Number of Visits:0.286 Diagnosis:9ccs92:Otitis media:0.231 Diagnosis:9ccs7:Viral infect:0.205 Diagnosis:9ccs126:Ot up rsp in:0.191 Diagnosis:9ccs10:Immuniz/scrn:0.143 Diagnosis:9ccs125:Bronchitis:0.129 Diagnosis:9ccs255:Social admin:0.125 Diagnosis:9ccs133:Oth low resp:0.117 Diagnosis:9ccs135:Intest infct:0.112 Diagnosis:9ccs244:Other injury | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 57 | OR_unadj: 1.363 [0.696 2.667] | indivs AUC:0.512 Correlated most with: Diagnosis:9ccs244:Other injury:1.000 Number of Visits:0.151 Diagnosis:9ccs229:Fx arm:0.148 Diagnosis:9ccs163:Other GU dx:0.101 Diagnosis:9ccs2603:E Codes: Fall:0.092 Diagnosis:9ccs135:Intest infct:0.091 Diagnosis:9ccs155:Other GI dx:0.089 Diagnosis:9ccs188:Pelvic obstr:0.089 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.089 Diagnosis:9ccs126:Ot up rsp in:0.085 Diagnosis:9ccs125:Bronchitis | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 394 | OR_unadj: 0.939 [0.683 1.292] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs125:Bronchitis:1.000 Number of Visits:0.248 Diagnosis:9ccs128:Asthma:0.241 Diagnosis:9ccs92:Otitis media:0.228 Diagnosis:9ccs257:Ot aftercare:0.216 Diagnosis:9ccs126:Ot up rsp in:0.165 Diagnosis:9ccs122:Pneumonia:0.164 Diagnosis:9ccs7:Viral infect:0.159 Diagnosis:9ccs133:Oth low resp:0.156 Diagnosis:9ccs135:Intest infct:0.131 Vital: Ht Percentile-avg0to1 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 307 | OR_unadj: 0.763 [0.457 1.274] | indivs AUC:0.527 Correlated most with: Diagnosis:9ccs44:Neoplsm unsp:0.142 Diagnosis:9ccs211:Ot conn tiss:0.085 Newborn Diagnosis:9ccs200:Oth skin dx:-0.084 Newborn Diagnosis:9ccs219:Low birth wt:-0.074 Lab:294203 BILIRUBIN TOTAL - LMC:-0.074 Diagnosis:9ccs140:Gastritis:0.066 Newborn Diagnosis:9ccs214:GI cong anom:-0.064 Diagnosis:9ccs168:PID:0.060 Diagnosis:9ccs208:Acq foot def:0.060 Diagnosis:9ccs224:Ot perint dx:0.059 Vital: RR-avg10to13 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 215 | OR_unadj: 1.323 [0.778 2.248] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs128:Asthma:0.108 Diagnosis:9ccs221:Resp distres:0.106 Newborn Diagnosis:9ccs136:Teeth dx:0.089 Diagnosis:9ccs48:Thyroid dsor:0.088 Diagnosis:9ccs10:Immuniz/scrn:0.083 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.081 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.081 Diagnosis:9ccs16:Liver/ibd ca:-0.081 Diagnosis:9ccs234:Crush injury:0.073 Diagnosis:9ccs7:Viral infect:0.071 Vital: RR-avg19to24 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 166 | OR_unadj: 0.936 [0.487 1.798] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs123:Influenza:0.137 Diagnosis:9ccs59:Anemia:0.100 Diagnosis:9ccs132:Lung externl:-0.096 Diagnosis:9ccs89:Blindness:0.069 Diagnosis:9ccs168:PID:0.053 Diagnosis:9ccs151:Oth liver dx:0.052 Lab:294203 BILIRUBIN TOTAL - LMC:-0.050 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.050 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.049 Newborn Diagnosis:9ccs191:Amnios dx:0.048 Diagnosis:9ccs135:Intest infct | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 394 | OR_unadj: 1.151 [0.847 1.565] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs135:Intest infct:1.000 Number of Visits:0.310 Diagnosis:9ccs126:Ot up rsp in:0.190 Diagnosis:9ccs92:Otitis media:0.183 Diagnosis:9ccs7:Viral infect:0.156 Diagnosis:9ccs10:Immuniz/scrn:0.147 Diagnosis:9ccs125:Bronchitis:0.131 Diagnosis:9ccs253:Allergy:0.129 Diagnosis:9ccs255:Social admin:0.124 Diagnosis:9ccs257:Ot aftercare:0.120 Vital: RR-avg13to16 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 163 | OR_unadj: 0.770 [0.363 1.632] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.100 Diagnosis:9ccs141:Ot dx stomch:-0.093 Diagnosis:9ccs257:Ot aftercare:0.068 Diagnosis:9ccs113:Late eff CVD:-0.060 Diagnosis:9ccs128:Asthma:0.058 Newborn Diagnosis:9ccs191:Amnios dx:0.057 Diagnosis:9ccs247:Lymph enlarg:0.057 Diagnosis:9ccs95:Oth nerv dx:-0.056 Diagnosis:9ccs91:Other eye dx:0.051 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.051 Newborn Diagnosis:9ccs259:Unclassified | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 74 | OR_unadj: 1.095 [0.581 2.061] | indivs AUC:0.506 Correlated most with: Newborn Diagnosis:9ccs259:Unclassified:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.304 MatDeliveryAge:0.105 Newborn Diagnosis:9ccs222:Perint jaund:0.093 Newborn Diagnosis:9ccs219:Low birth wt:0.080 Diagnosis:9ccs147:Anal/rectal:0.069 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.066 Diagnosis:9ccs75:Hx mental dx:0.060 Diagnosis:9ccs125:Bronchitis:0.054 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.051 Vital: HR-avg0to1 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 209 | OR_unadj: 0.618 [0.317 1.205] | indivs AUC:0.448 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:-0.137 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.134 Newborn Diagnosis:9ccs253:Allergy:0.094 Diagnosis:9ccs245:Syncope:0.075 Diagnosis:9ccs188:Pelvic obstr:0.075 Diagnosis:9ccs231:Oth fracture:-0.068 Diagnosis:9ccs190:Fetal distrs:-0.064 Diagnosis:9ccs229:Fx arm:-0.052 Diagnosis:9ccs224:Ot perint dx:0.052 Diagnosis:9ccs252:Fatigue:0.052 Diagnosis:9ccs75:Hx mental dx | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 3 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs75:Hx mental dx:1.000 Diagnosis:9ccs123:Influenza:0.146 Diagnosis:9ccs244:Other injury:0.070 Newborn Diagnosis:9ccs259:Unclassified:0.060 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.054 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.053 Diagnosis:9ccs128:Asthma:0.047 Diagnosis:9ccs256:Exam/eval:0.041 Diagnosis:9ccs136:Teeth dx:0.041 Diagnosis:9ccs91:Other eye dx:0.038 Diagnosis:9ccs95:Oth nerv dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 42 | OR_unadj: 1.336 [0.611 2.920] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs95:Oth nerv dx:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.195 Diagnosis:9ccs70:Schizo/rl dx:0.152 Diagnosis:9ccs87:Retinal dx:0.152 Diagnosis:9ccs143:Abdom hernia:0.131 Diagnosis:9ccs208:Acq foot def:0.129 Number of Visits:0.116 Diagnosis:9ccs217:Ot cong anom:0.112 Newborn Diagnosis:9ccs200:Oth skin dx:0.108 Diagnosis:9ccs216:Nerv cong an:0.100 Vital: RR-avg1to3 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 162 | OR_unadj: 1.250 [0.715 2.185] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs73:Preadult dx:-0.220 Newborn Diagnosis:9ccs197:Skin infectn:0.097 Diagnosis:9ccs250:Nausea/vomit:-0.097 Newborn Diagnosis:9ccs219:Low birth wt:0.092 Diagnosis:9ccs74:Ot mentl cnd:0.089 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.085 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.085 Diagnosis:9ccs153:GI hemorrhag:0.084 Newborn Diagnosis:9ccs259:Unclassified:0.072 Diagnosis:9ccs143:Abdom hernia:-0.070 Diagnosis:9ccs96:Hrt valve dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 155 | OR_unadj: 0.872 [0.539 1.410] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.525 Diagnosis:9ccs117:Ot circul dx:0.230 Newborn Diagnosis:9ccs96:Hrt valve dx:0.220 Newborn Diagnosis:9ccs213:Cardiac anom:0.181 Diagnosis:9ccs259:Unclassified:0.096 Diagnosis:9ccs10:Immuniz/scrn:0.090 Diagnosis:9ccs257:Ot aftercare:0.088 Number of Visits:0.077 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.077 Diagnosis:9ccs4:Mycoses | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 178 | OR_unadj: 0.912 [0.584 1.423] | indivs AUC:0.473 Correlated most with: Diagnosis:9ccs4:Mycoses:1.000 Diagnosis:9ccs253:Allergy:0.177 Number of Visits:0.151 Diagnosis:9ccs200:Oth skin dx:0.102 Diagnosis:9ccs7:Viral infect:0.077 Diagnosis:9ccs256:Exam/eval:0.076 Diagnosis:9ccs126:Ot up rsp in:0.072 Diagnosis:9ccs145:Int obstruct:0.071 Diagnosis:9ccs225:Joint injury:0.071 Diagnosis:9ccs2620:E Codes: Unspecified:0.071 * Vital: RR-avg5to7 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 164 | OR_unadj: 0.339 [0.136 0.845] | indivs AUC:0.492 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.128 Diagnosis:9ccs246:FUO:-0.099 Number of Visits:0.095 Diagnosis:9ccs10:Immuniz/scrn:0.092 Diagnosis:9ccs231:Oth fracture:0.092 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.086 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.086 Newborn Diagnosis:9ccs133:Oth low resp:-0.085 Diagnosis:9ccs106:Dysrhythmia:0.084 Diagnosis:9ccs2620:E Codes: Unspecified:0.077 Vital: RR-avg0to1 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 140 | OR_unadj: 0.974 [0.474 2.002] | indivs AUC:0.496 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:-0.086 Diagnosis:9ccs224:Ot perint dx:0.079 Diagnosis:9ccs175:Ot femal gen:-0.064 Diagnosis:9ccs231:Oth fracture:-0.060 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.058 Newborn Diagnosis:9ccs59:Anemia:-0.058 Diagnosis:9ccs229:Fx arm:-0.051 Diagnosis:9ccs143:Abdom hernia:-0.049 Diagnosis:9ccs126:Ot up rsp in:-0.044 Lab:296169 RETICULOCYTE COUNT- LMC:0.041 Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 116 | OR_unadj: 1.341 [0.705 2.553] | indivs AUC:0.522 Correlated most with: Lab:295669 BILIRUBIN DIRECT - LMC:1.000 Lab:296169 RETICULOCYTE COUNT- LMC:-0.218 Lab:294203 BILIRUBIN TOTAL - LMC:0.191 Newborn Diagnosis:9ccs214:GI cong anom:0.089 Lab:294495 LEAD, BLOOD - LMC:-0.087 Diagnosis:9ccs234:Crush injury:-0.085 Diagnosis:9ccs140:Gastritis:-0.082 Diagnosis:9ccs223:Birth trauma:0.079 Diagnosis:9ccs76:Meningitis:-0.072 Lab:292208 CBC/DIFF/PLT - Sunrise:-0.071 Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 148 | OR_unadj: 0.870 [0.532 1.422] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs217:Ot cong anom:1.000 Diagnosis:9ccs89:Blindness:0.259 Diagnosis:9ccs91:Other eye dx:0.181 Diagnosis:9ccs47:Ot bnign neo:0.154 Diagnosis:9ccs95:Oth nerv dx:0.112 Number of Visits:0.110 Diagnosis:9ccs257:Ot aftercare:0.107 Diagnosis:9ccs10:Immuniz/scrn:0.102 Diagnosis:9ccs216:Nerv cong an:0.101 Diagnosis:9ccs74:Ot mentl cnd:0.099 Vital: RR-avg3to5 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 144 | OR_unadj: 0.813 [0.383 1.729] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs106:Dysrhythmia:0.114 Diagnosis:9ccs128:Asthma:0.103 Diagnosis:9ccs219:Low birth wt:0.083 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.073 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.073 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.071 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.071 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.070 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.070 Diagnosis:9ccs0:No DX:0.066 Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 136 | OR_unadj: 0.734 [0.428 1.260] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs94:Other ear dx:1.000 Number of Visits:0.213 Diagnosis:9ccs113:Late eff CVD:0.141 Diagnosis:9ccs126:Ot up rsp in:0.123 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.116 Diagnosis:9ccs74:Ot mentl cnd:0.111 Diagnosis:9ccs155:Other GI dx:0.100 Diagnosis:9ccs257:Ot aftercare:0.099 Diagnosis:9ccs135:Intest infct:0.095 Diagnosis:9ccs239:Superfic inj:0.090 Diagnosis:9ccs122:Pneumonia | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 123 | OR_unadj: 1.174 [0.719 1.916] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs122:Pneumonia:1.000 Number of Visits:0.235 Diagnosis:9ccs128:Asthma:0.211 Diagnosis:9ccs125:Bronchitis:0.164 Diagnosis:9ccs133:Oth low resp:0.161 Diagnosis:9ccs127:COPD:0.147 Diagnosis:9ccs92:Otitis media:0.145 Diagnosis:9ccs126:Ot up rsp in:0.115 Diagnosis:9ccs59:Anemia:0.103 Diagnosis:9ccs90:Eye infectn:0.091 Newborn Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1642 | OR_unadj: 1.497 [0.635 3.528] | indivs AUC:0.509 Correlated most with: Newborn Diagnosis:9ccs94:Other ear dx:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.316 Newborn Diagnosis:9ccs0:No DX:-0.294 Diagnosis:9ccs87:Retinal dx:-0.131 Diagnosis:9ccs120:Hemmorhoids:-0.131 Newborn Diagnosis:9ccs55:Fluid/elc dx:-0.131 Newborn Diagnosis:9ccs219:Low birth wt:-0.120 Newborn Diagnosis:9ccs253:Allergy:-0.115 Newborn Diagnosis:9ccs214:GI cong anom:-0.090 Newborn Diagnosis:9ccs222:Perint jaund:-0.071 Newborn Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs0:No DX:1.000 Newborn Diagnosis:9ccs94:Other ear dx:-0.294 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.234 Diagnosis:9ccs214:GI cong anom:0.125 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.092 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.091 Diagnosis:9ccs209:Ot acq defor:0.075 Diagnosis:9ccs2603:E Codes: Fall:0.071 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.055 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.055 Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 135 | OR_unadj: 0.978 [0.596 1.604] | indivs AUC:0.528 Correlated most with: Diagnosis:9ccs59:Anemia:1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.165 Diagnosis:9ccs122:Pneumonia:0.103 Diagnosis:9ccs159:UTI:0.096 Diagnosis:9ccs243:Poisn nonmed:0.091 Number of Visits:0.090 Diagnosis:9ccs92:Otitis media:0.090 Diagnosis:9ccs10:Immuniz/scrn:0.088 Newborn Diagnosis:9ccs213:Cardiac anom:0.084 Newborn Diagnosis:9ccs59:Anemia:0.083 Newborn Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 52 | OR_unadj: 1.025 [0.477 2.203] | indivs AUC:0.481 Correlated most with: Newborn Diagnosis:9ccs217:Ot cong anom:1.000 Diagnosis:9ccs142:Appendicitis:0.137 Diagnosis:9ccs211:Ot conn tiss:0.107 Lab:296169 RETICULOCYTE COUNT- LMC:0.100 Newborn Diagnosis:9ccs214:GI cong anom:0.094 Diagnosis:9ccs245:Syncope:0.094 Diagnosis:9ccs217:Ot cong anom:0.090 Diagnosis:9ccs147:Anal/rectal:0.089 Newborn Diagnosis:9ccs253:Allergy:0.076 Diagnosis:9ccs208:Acq foot def:0.071 Diagnosis:9ccs198:Ot infl skin | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 195 | OR_unadj: 0.769 [0.490 1.205] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs198:Ot infl skin:1.000 Diagnosis:9ccs253:Allergy:0.131 Diagnosis:9ccs200:Oth skin dx:0.104 Diagnosis:9ccs94:Other ear dx:0.084 Diagnosis:9ccs133:Oth low resp:0.084 Number of Visits:0.083 Diagnosis:9ccs211:Ot conn tiss:0.081 Diagnosis:9ccs61:Sickle cell:0.075 Diagnosis:9ccs257:Ot aftercare:0.075 Diagnosis:9ccs259:Unclassified:0.074 Diagnosis:9ccs74:Ot mentl cnd | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 146 | OR_unadj: 1.311 [0.844 2.037] | indivs AUC:0.543 Correlated most with: Diagnosis:9ccs74:Ot mentl cnd:1.000 Diagnosis:9ccs95:Oth nerv dx:0.195 Diagnosis:9ccs113:Late eff CVD:0.180 Number of Visits:0.177 Newborn Diagnosis:9ccs219:Low birth wt:0.126 Diagnosis:9ccs159:UTI:0.115 Diagnosis:9ccs94:Other ear dx:0.111 Diagnosis:9ccs58:Ot nutrit dx:0.102 Diagnosis:9ccs238:Complic proc:0.100 Diagnosis:9ccs217:Ot cong anom:0.099 Diagnosis:9ccs250:Nausea/vomit | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 89 | OR_unadj: 1.460 [0.855 2.494] | indivs AUC:0.543 Correlated most with: Diagnosis:9ccs250:Nausea/vomit:1.000 Number of Visits:0.168 Diagnosis:9ccs155:Other GI dx:0.124 Diagnosis:9ccs141:Ot dx stomch:0.120 Diagnosis:9ccs233:Intracrn inj:0.103 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.103 Diagnosis:9ccs73:Preadult dx:0.103 Newborn Diagnosis:9ccs59:Anemia:0.103 Diagnosis:9ccs120:Hemmorhoids:0.103 Newborn Diagnosis:9ccs176:Contraceptiv:0.103 Diagnosis:9ccs134:Ot uppr resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 127 | OR_unadj: 1.126 [0.691 1.835] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:1.000 Number of Visits:0.199 Diagnosis:9ccs62:Coag/hemr dx:0.150 Diagnosis:9ccs133:Oth low resp:0.134 Diagnosis:9ccs126:Ot up rsp in:0.114 Diagnosis:9ccs90:Eye infectn:0.095 Diagnosis:9ccs123:Influenza:0.093 Diagnosis:9ccs72:Anxiety dx:0.085 Diagnosis:9ccs73:Preadult dx:0.085 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.085 Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 49 | OR_unadj: 1.277 [0.612 2.665] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs143:Abdom hernia:1.000 Newborn Diagnosis:9ccs143:Abdom hernia:0.141 Diagnosis:9ccs73:Preadult dx:0.141 Diagnosis:9ccs118:Phlebitis:0.141 Diagnosis:9ccs87:Retinal dx:0.141 Diagnosis:9ccs142:Appendicitis:0.141 Diagnosis:9ccs5:HIV infectn:0.141 Diagnosis:9ccs95:Oth nerv dx:0.131 Newborn Diagnosis:9ccs219:Low birth wt:0.104 Diagnosis:9ccs219:Low birth wt:0.093 Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 140 | OR_unadj: 0.818 [0.490 1.368] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs91:Other eye dx:1.000 Diagnosis:9ccs89:Blindness:0.284 Diagnosis:9ccs217:Ot cong anom:0.181 Number of Visits:0.151 Diagnosis:9ccs155:Other GI dx:0.113 Diagnosis:9ccs90:Eye infectn:0.101 Diagnosis:9ccs10:Immuniz/scrn:0.086 Diagnosis:9ccs233:Intracrn inj:0.081 Diagnosis:9ccs120:Hemmorhoids:0.081 Diagnosis:9ccs199:Ulcer skin:0.081 Diagnosis:9ccs113:Late eff CVD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 1.437 [0.830 2.488] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs113:Late eff CVD:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.180 Diagnosis:9ccs94:Other ear dx:0.141 Diagnosis:9ccs83:Epilepsy/cnv:0.113 Diagnosis:9ccs145:Int obstruct:0.106 Diagnosis:9ccs70:Schizo/rl dx:0.106 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.106 Diagnosis:9ccs118:Phlebitis:0.106 Number of Visits:0.098 Lab:292208 CBC/DIFF/PLT - Sunrise:0.091 * Diagnosis:9ccs222:Perint jaund | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 174 | OR_unadj: 0.582 [0.346 0.978] | indivs AUC:0.466 Correlated most with: Diagnosis:9ccs222:Perint jaund:1.000 Diagnosis:9ccs151:Oth liver dx:0.187 Lab:294203 BILIRUBIN TOTAL - LMC:-0.151 Newborn Diagnosis:9ccs222:Perint jaund:0.115 Diagnosis:9ccs188:Pelvic obstr:0.102 Diagnosis:9ccs155:Other GI dx:0.090 Diagnosis:9ccs257:Ot aftercare:0.087 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.077 Diagnosis:9ccs154:Gastroent:0.075 Diagnosis:9ccs2619:e codes: other specified- nec:0.072 Diagnosis:9ccs128:Asthma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 105 | OR_unadj: 1.094 [0.640 1.873] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs128:Asthma:1.000 Number of Visits:0.250 Diagnosis:9ccs125:Bronchitis:0.241 Diagnosis:9ccs133:Oth low resp:0.220 Diagnosis:9ccs122:Pneumonia:0.211 Diagnosis:9ccs257:Ot aftercare:0.152 Diagnosis:9ccs92:Otitis media:0.150 Diagnosis:9ccs126:Ot up rsp in:0.130 Diagnosis:9ccs7:Viral infect:0.112 Diagnosis:9ccs127:COPD:0.109 Newborn Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.272 Newborn Diagnosis:9ccs253:Allergy:0.220 Newborn Diagnosis:9ccs256:Exam/eval:0.197 Newborn Diagnosis:9ccs222:Perint jaund:0.149 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.140 Diagnosis:9ccs63:Wht blood dx:0.121 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.117 Diagnosis:9ccs140:Gastritis:0.089 Diagnosis:9ccs167:Breast dx:0.089 * Diagnosis:9ccs234:Crush injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 2.704 [1.154 6.333] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs234:Crush injury:1.000 Lab:296169 RETICULOCYTE COUNT- LMC:0.142 Lab:295669 BILIRUBIN DIRECT - LMC:-0.085 Diagnosis:9ccs238:Complic proc:0.084 Lab:294203 BILIRUBIN TOTAL - LMC:-0.080 Diagnosis:9ccs242:Poisn ot med:0.068 Diagnosis:9ccs127:COPD:0.067 Diagnosis:9ccs247:Lymph enlarg:0.066 Newborn Diagnosis:9ccs221:Resp distres:0.063 Diagnosis:9ccs64:Ot hematl dx:0.063 Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 16 | OR_unadj: 0.803 [0.181 3.555] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs215:gu cong anom:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.245 Newborn Diagnosis:9ccs253:Allergy:0.152 Diagnosis:9ccs163:Other GU dx:0.137 Diagnosis:9ccs2:Septicemia:0.097 Diagnosis:9ccs143:Abdom hernia:0.092 Diagnosis:9ccs175:Ot femal gen:0.089 Diagnosis:9ccs219:Low birth wt:0.087 Diagnosis:9ccs168:PID:0.082 Newborn Diagnosis:9ccs221:Resp distres:0.082 Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 130 | OR_unadj: 0.777 [0.452 1.334] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs136:Teeth dx:1.000 Number of Visits:0.169 Diagnosis:9ccs258:Other screen:0.143 Diagnosis:9ccs7:Viral infect:0.130 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.119 Diagnosis:9ccs10:Immuniz/scrn:0.102 Diagnosis:9ccs140:Gastritis:0.096 Diagnosis:9ccs133:Oth low resp:0.088 Diagnosis:9ccs197:Skin infectn:0.088 Diagnosis:9ccs228:Fx skull fac:0.084 Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 17 | OR_unadj: 1.745 [0.564 5.394] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs161:Ot dx kidney:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.400 Diagnosis:9ccs159:UTI:0.240 Newborn Diagnosis:9ccs214:GI cong anom:0.169 Diagnosis:9ccs95:Oth nerv dx:0.098 Diagnosis:9ccs74:Ot mentl cnd:0.096 Diagnosis:9ccs175:Ot femal gen:0.086 Diagnosis:9ccs257:Ot aftercare:0.080 Diagnosis:9ccs168:PID:0.079 Diagnosis:9ccs63:Wht blood dx:0.079 Diagnosis:9ccs2:Septicemia | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 6 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2:Septicemia:1.000 Diagnosis:9ccs233:Intracrn inj:0.408 Newborn Diagnosis:9ccs216:Nerv cong an:0.287 Newborn Diagnosis:9ccs215:gu cong anom:0.132 Diagnosis:9ccs240:Burns:0.113 Diagnosis:9ccs215:gu cong anom:0.097 Diagnosis:9ccs83:Epilepsy/cnv:0.094 Diagnosis:9ccs197:Skin infectn:0.079 Diagnosis:9ccs89:Blindness:0.064 Diagnosis:9ccs122:Pneumonia:0.060 Vital: HC Percentile-latest | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.129 [0.428 2.977] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:-0.169 Diagnosis:10ccs238:Complic proc:0.147 Diagnosis:9ccs2604:E Codes: Fire/burn:0.147 Diagnosis:9ccs16:Liver/ibd ca:0.133 Lab:323825 STREP SCREEN THROAT - Sunrise:0.122 Newborn Diagnosis:9ccs216:Nerv cong an:0.094 Diagnosis:9ccs163:Other GU dx:0.068 Newborn Diagnosis:9ccs95:Oth nerv dx:0.059 Diagnosis:9ccs59:Anemia:0.058 Diagnosis:9ccs204:Ot joint dx:0.056 Newborn Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 10 | OR_unadj: 1.411 [0.298 6.685] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs253:Allergy:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.240 Diagnosis:9ccs245:Syncope:0.222 Newborn Diagnosis:9ccs221:Resp distres:0.220 Newborn Diagnosis:9ccs222:Perint jaund:0.154 Diagnosis:9ccs215:gu cong anom:0.152 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.122 Newborn Diagnosis:9ccs94:Other ear dx:-0.115 Newborn Diagnosis:9ccs256:Exam/eval:0.108 Diagnosis:9ccs64:Ot hematl dx:0.107 Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 115 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.512 Correlated most with: Lab:294203 BILIRUBIN TOTAL - LMC:1.000 Lab:296169 RETICULOCYTE COUNT- LMC:-0.210 Lab:295669 BILIRUBIN DIRECT - LMC:0.191 Diagnosis:9ccs222:Perint jaund:-0.151 Diagnosis:9ccs151:Oth liver dx:-0.128 Lab:294495 LEAD, BLOOD - LMC:-0.100 Diagnosis:9ccs58:Ot nutrit dx:0.092 Diagnosis:9ccs234:Crush injury:-0.080 Diagnosis:9ccs89:Blindness:-0.064 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.056 Diagnosis:9ccs151:Oth liver dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 168 | OR_unadj: 0.696 [0.423 1.144] | indivs AUC:0.532 Correlated most with: Diagnosis:9ccs151:Oth liver dx:1.000 Diagnosis:9ccs222:Perint jaund:0.187 Lab:294203 BILIRUBIN TOTAL - LMC:-0.128 Diagnosis:9ccs10:Immuniz/scrn:0.099 Number of Visits:0.095 Diagnosis:9ccs224:Ot perint dx:0.092 Diagnosis:9ccs257:Ot aftercare:0.087 Diagnosis:9ccs126:Ot up rsp in:0.079 Diagnosis:9ccs140:Gastritis:0.079 Diagnosis:9ccs155:Other GI dx:0.076 Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 0.917 [0.429 1.960] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs224:Ot perint dx:1.000 Diagnosis:9ccs168:PID:0.178 Diagnosis:9ccs205:Back problem:0.140 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.130 Newborn Diagnosis:9ccs59:Anemia:0.130 Diagnosis:9ccs219:Low birth wt:0.110 Diagnosis:9ccs163:Other GU dx:0.101 Lab:296169 RETICULOCYTE COUNT- LMC:-0.095 Diagnosis:9ccs151:Oth liver dx:0.092 Diagnosis:9ccs76:Meningitis:0.091 Diagnosis:9ccs52:Nutrit defic | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 5.669 [0.795 40.431] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs52:Nutrit defic:1.000 Diagnosis:9ccs210:SLE:0.500 Diagnosis:9ccs62:Coag/hemr dx:0.222 Diagnosis:9ccs209:Ot acq defor:0.178 Diagnosis:9ccs51:Ot endo dsor:0.141 Diagnosis:9ccs212:Ot bone dx:0.141 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.101 Diagnosis:9ccs8:Oth infectns:0.084 Diagnosis:9ccs89:Blindness:0.081 Diagnosis:9ccs138:Esophgeal dx:0.059 Diagnosis:9ccs247:Lymph enlarg | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 25 | OR_unadj: 1.416 [0.527 3.808] | indivs AUC:0.515 Correlated most with: Diagnosis:9ccs247:Lymph enlarg:1.000 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.206 Diagnosis:9ccs254:Rehab:0.199 Diagnosis:9ccs246:FUO:0.138 Diagnosis:9ccs138:Esophgeal dx:0.087 Newborn Diagnosis:9ccs223:Birth trauma:0.080 Diagnosis:9ccs223:Birth trauma:0.077 Diagnosis:9ccs48:Thyroid dsor:0.075 Lab:292495 LEAD LEVEL - Sunrise:0.069 Diagnosis:9ccs242:Poisn ot med:0.068 Vital: BP-avg19to24 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs134:Ot uppr resp:0.623 Diagnosis:9ccs233:Intracrn inj:-0.303 Diagnosis:9ccs2:Septicemia:-0.124 Diagnosis:9ccs159:UTI:0.085 Diagnosis:9ccs58:Ot nutrit dx:0.083 Diagnosis:9ccs224:Ot perint dx:-0.082 Diagnosis:9ccs83:Epilepsy/cnv:-0.074 Diagnosis:9ccs208:Acq foot def:0.068 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.068 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.068 Diagnosis:9ccs233:Intracrn inj | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs233:Intracrn inj:1.000 Diagnosis:9ccs2:Septicemia:0.408 Diagnosis:9ccs83:Epilepsy/cnv:0.241 Diagnosis:9ccs89:Blindness:0.172 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.104 Diagnosis:9ccs250:Nausea/vomit:0.103 Diagnosis:9ccs122:Pneumonia:0.087 Diagnosis:9ccs91:Other eye dx:0.081 Diagnosis:9ccs74:Ot mentl cnd:0.079 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.047 Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 189 | OR_unadj: 0.638 [0.393 1.036] | indivs AUC:0.466 Correlated most with: Diagnosis:9ccs133:Oth low resp:1.000 Number of Visits:0.337 Diagnosis:9ccs128:Asthma:0.220 Diagnosis:9ccs7:Viral infect:0.182 Diagnosis:9ccs126:Ot up rsp in:0.167 Diagnosis:9ccs127:COPD:0.166 Diagnosis:9ccs122:Pneumonia:0.161 Diagnosis:9ccs125:Bronchitis:0.156 Diagnosis:9ccs257:Ot aftercare:0.147 Diagnosis:9ccs256:Exam/eval:0.146 Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.209 [0.345 4.239] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:1.000 Diagnosis:9ccs245:Syncope:0.341 Diagnosis:9ccs233:Intracrn inj:0.241 Newborn Diagnosis:9ccs59:Anemia:0.241 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.241 Diagnosis:9ccs118:Phlebitis:0.241 Diagnosis:9ccs48:Thyroid dsor:0.193 Lab:296169 RETICULOCYTE COUNT- LMC:-0.172 Diagnosis:9ccs113:Late eff CVD:0.113 Diagnosis:9ccs238:Complic proc:0.104 Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 129 | OR_unadj: 0.612 [0.339 1.102] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs256:Exam/eval:1.000 Number of Visits:0.179 Diagnosis:9ccs133:Oth low resp:0.146 Diagnosis:9ccs200:Oth skin dx:0.140 Diagnosis:9ccs239:Superfic inj:0.120 Diagnosis:9ccs155:Other GI dx:0.112 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.099 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.099 Diagnosis:9ccs229:Fx arm:0.094 Diagnosis:9ccs7:Viral infect:0.092 Diagnosis:9ccs140:Gastritis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs140:Gastritis:1.000 Lab:294205 TSH REFLEX TO FT4 - LMC:0.228 Diagnosis:9ccs136:Teeth dx:0.096 Diagnosis:9ccs219:Low birth wt:0.095 Newborn Diagnosis:9ccs221:Resp distres:0.089 Lab:294147 FREE T4 - LMC:0.083 Lab:295669 BILIRUBIN DIRECT - LMC:-0.082 Diagnosis:9ccs7:Viral infect:0.080 Diagnosis:9ccs151:Oth liver dx:0.079 Lab:294495 LEAD, BLOOD - LMC:-0.077 Diagnosis:9ccs147:Anal/rectal | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs147:Anal/rectal:1.000 Diagnosis:9ccs2619:e codes: other specified- nec:0.249 Diagnosis:9ccs228:Fx skull fac:0.249 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.174 Diagnosis:9ccs153:GI hemorrhag:0.113 Diagnosis:9ccs211:Ot conn tiss:0.102 Diagnosis:9ccs155:Other GI dx:0.094 Newborn Diagnosis:9ccs217:Ot cong anom:0.089 Diagnosis:9ccs219:Low birth wt:0.087 Newborn Diagnosis:9ccs221:Resp distres:0.082 Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 113 | OR_unadj: 0.653 [0.353 1.206] | indivs AUC:0.516 Correlated most with: Diagnosis:9ccs259:Unclassified:1.000 Diagnosis:9ccs61:Sickle cell:0.111 Number of Visits:0.108 Diagnosis:9ccs96:Hrt valve dx:0.096 Diagnosis:9ccs242:Poisn ot med:0.093 Diagnosis:9ccs254:Rehab:0.091 Lab:294147 FREE T4 - LMC:0.084 Diagnosis:9ccs134:Ot uppr resp:0.077 Diagnosis:9ccs55:Fluid/elc dx:0.076 Diagnosis:9ccs250:Nausea/vomit:0.075 * Vital: HC Percentile-gain13to19 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 11.346 [1.025 125.601] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs16:Liver/ibd ca:-0.310 Newborn Diagnosis:9ccs216:Nerv cong an:-0.219 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.139 Diagnosis:9ccs216:Nerv cong an:-0.110 Diagnosis:9ccs163:Other GU dx:-0.082 Diagnosis:9ccs153:GI hemorrhag:-0.077 Newborn Diagnosis:9ccs223:Birth trauma:-0.073 Diagnosis:9ccs138:Esophgeal dx:0.073 Diagnosis:9ccs154:Gastroent:-0.065 Diagnosis:9ccs219:Low birth wt:-0.056 Diagnosis:9ccs243:Poisn nonmed | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs243:Poisn nonmed:1.000 Lab:292495 LEAD LEVEL - Sunrise:-0.414 Diagnosis:9ccs242:Poisn ot med:0.115 Lab:294495 LEAD, BLOOD - LMC:-0.092 Diagnosis:9ccs59:Anemia:0.091 Diagnosis:9ccs163:Other GU dx:0.085 Diagnosis:9ccs76:Meningitis:0.078 Diagnosis:9ccs55:Fluid/elc dx:0.075 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.060 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.060 Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 90 | OR_unadj: 1.134 [0.641 2.008] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs159:UTI:1.000 Diagnosis:9ccs161:Ot dx kidney:0.240 Number of Visits:0.205 Diagnosis:9ccs257:Ot aftercare:0.118 Diagnosis:9ccs74:Ot mentl cnd:0.115 Diagnosis:9ccs125:Bronchitis:0.113 Diagnosis:9ccs92:Otitis media:0.106 Diagnosis:9ccs163:Other GU dx:0.106 Newborn Diagnosis:9ccs134:Ot uppr resp:0.103 Newborn Diagnosis:9ccs133:Oth low resp:0.103 Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 84 | OR_unadj: 0.664 [0.328 1.344] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs0:No DX:1.000 Diagnosis:9ccs49:DiabMel no c:0.106 Diagnosis:9ccs10:Immuniz/scrn:0.104 Diagnosis:9ccs159:UTI:0.067 Diagnosis:9ccs123:Influenza:0.066 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.062 Diagnosis:9ccs250:Nausea/vomit:-0.054 Diagnosis:9ccs243:Poisn nonmed:0.053 Lab:292208 CBC/DIFF/PLT - Sunrise:-0.046 Diagnosis:9ccs212:Ot bone dx:0.046 Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 0.732 [0.218 2.455] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs219:Low birth wt:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.413 Newborn Diagnosis:9ccs256:Exam/eval:0.187 Diagnosis:9ccs106:Dysrhythmia:0.136 Newborn Diagnosis:9ccs220:Birth asphyx:0.136 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.123 Newborn Diagnosis:9ccs222:Perint jaund:0.119 Diagnosis:9ccs224:Ot perint dx:0.110 Diagnosis:9ccs140:Gastritis:0.095 Diagnosis:9ccs143:Abdom hernia:0.093 Vital: HC Percentile-avg0to1 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs2604:E Codes: Fire/burn:-0.361 Diagnosis:10ccs238:Complic proc:-0.361 Diagnosis:9ccs204:Ot joint dx:-0.137 Diagnosis:9ccs242:Poisn ot med:-0.137 Diagnosis:9ccs251:Abdomnl pain:-0.100 Diagnosis:9ccs167:Breast dx:-0.097 Newborn Diagnosis:9ccs213:Cardiac anom:0.085 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.077 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.077 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.077 Vital: HC Percentile-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:-0.292 Diagnosis:9ccs138:Esophgeal dx:-0.108 Diagnosis:9ccs250:Nausea/vomit:-0.100 Diagnosis:9ccs74:Ot mentl cnd:-0.082 Diagnosis:9ccs133:Oth low resp:-0.071 Newborn Diagnosis:9ccs222:Perint jaund:-0.068 Diagnosis:9ccs198:Ot infl skin:-0.066 Diagnosis:9ccs58:Ot nutrit dx:-0.063 Diagnosis:9ccs134:Ot uppr resp:-0.059 Diagnosis:10ccs238:Complic proc:-0.058 Vital: HC Percentile-gain3to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs16:Liver/ibd ca:0.283 Newborn Diagnosis:9ccs216:Nerv cong an:0.200 Newborn Diagnosis:9ccs95:Oth nerv dx:0.127 Diagnosis:9ccs216:Nerv cong an:0.100 Diagnosis:9ccs163:Other GU dx:-0.088 Diagnosis:10ccs58:Ot nutrit dx:-0.077 Diagnosis:9ccs7:Viral infect:0.067 Diagnosis:9ccs258:Other screen:-0.060 Diagnosis:9ccs2603:E Codes: Fall:-0.059 Diagnosis:9ccs8:Oth infectns:-0.057 Diagnosis:9ccs127:COPD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: 0.936 [0.487 1.798] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs127:COPD:1.000 Number of Visits:0.203 Diagnosis:9ccs133:Oth low resp:0.166 Diagnosis:9ccs122:Pneumonia:0.147 Diagnosis:9ccs240:Burns:0.117 Diagnosis:9ccs125:Bronchitis:0.115 Diagnosis:9ccs118:Phlebitis:0.111 Diagnosis:9ccs73:Preadult dx:0.111 Diagnosis:9ccs128:Asthma:0.109 Diagnosis:9ccs126:Ot up rsp in:0.108 Lab:297262 HEMOGLOBIN (HEMOCUE) | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: nan [ nan nan] | indivs AUC:0.501 Correlated most with: Lab:297262 HEMOGLOBIN (HEMOCUE):1.000 Diagnosis:9ccs59:Anemia:-0.165 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.163 Newborn Diagnosis:9ccs59:Anemia:-0.163 Diagnosis:9ccs132:Lung externl:-0.163 Lab:306025 PPD:-0.135 Diagnosis:9ccs76:Meningitis:-0.120 Lab:296169 RETICULOCYTE COUNT- LMC:0.118 Diagnosis:9ccs231:Oth fracture:-0.090 Diagnosis:9ccs224:Ot perint dx:-0.084 Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs3:Oth bact inf:1.000 Diagnosis:9ccs120:Hemmorhoids:0.315 Number of Visits:0.094 Diagnosis:9ccs159:UTI:0.085 Diagnosis:9ccs200:Oth skin dx:0.074 Diagnosis:9ccs257:Ot aftercare:0.073 Diagnosis:9ccs92:Otitis media:0.057 Diagnosis:9ccs154:Gastroent:0.056 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.052 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.052 Vital: HC Percentile-avg5to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs16:Liver/ibd ca:0.151 Diagnosis:9ccs2604:E Codes: Fire/burn:0.131 Diagnosis:10ccs238:Complic proc:0.131 Newborn Diagnosis:9ccs216:Nerv cong an:0.107 Diagnosis:9ccs239:Superfic inj:-0.080 Newborn Diagnosis:9ccs95:Oth nerv dx:0.068 Diagnosis:9ccs10:Immuniz/scrn:0.060 Diagnosis:9ccs216:Nerv cong an:0.054 Diagnosis:9ccs204:Ot joint dx:0.050 Diagnosis:9ccs242:Poisn ot med:0.050 Vital: HC Percentile-gain5to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.514 Correlated most with: Diagnosis:9ccs16:Liver/ibd ca:-0.226 Diagnosis:9ccs87:Retinal dx:-0.187 Newborn Diagnosis:9ccs216:Nerv cong an:-0.160 Diagnosis:9ccs3:Oth bact inf:0.124 Diagnosis:9ccs163:Other GU dx:0.114 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.101 Diagnosis:9ccs2604:E Codes: Fire/burn:0.093 Diagnosis:10ccs238:Complic proc:0.093 Diagnosis:9ccs238:Complic proc:-0.084 Diagnosis:9ccs216:Nerv cong an:-0.080 Vital: HC Percentile-avg16to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:10ccs238:Complic proc:0.267 Diagnosis:9ccs2604:E Codes: Fire/burn:0.267 Diagnosis:9ccs138:Esophgeal dx:-0.109 Diagnosis:9ccs204:Ot joint dx:0.101 Diagnosis:9ccs242:Poisn ot med:0.101 Diagnosis:9ccs251:Abdomnl pain:0.074 Diagnosis:9ccs167:Breast dx:0.072 Diagnosis:9ccs256:Exam/eval:0.049 Diagnosis:9ccs59:Anemia:-0.048 Diagnosis:9ccs239:Superfic inj:0.045 Vital: BP-latest | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:0.196 Diagnosis:9ccs214:GI cong anom:0.093 Diagnosis:9ccs4:Mycoses:0.087 Diagnosis:9ccs233:Intracrn inj:-0.079 Diagnosis:9ccs222:Perint jaund:0.068 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.068 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.067 Diagnosis:9ccs200:Oth skin dx:0.054 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.051 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.051 Diagnosis:9ccs137:Mouth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 0.988 [0.498 1.960] | indivs AUC:0.532 Correlated most with: Diagnosis:9ccs137:Mouth dx:1.000 Number of Visits:0.135 Diagnosis:9ccs7:Viral infect:0.127 Diagnosis:9ccs92:Otitis media:0.103 Diagnosis:9ccs197:Skin infectn:0.083 Diagnosis:9ccs136:Teeth dx:0.078 Diagnosis:9ccs126:Ot up rsp in:0.077 Newborn Diagnosis:9ccs223:Birth trauma:0.065 Diagnosis:9ccs151:Oth liver dx:0.065 Diagnosis:9ccs229:Fx arm:0.064 Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 0.697 [0.295 1.646] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs96:Hrt valve dx:0.525 Newborn Diagnosis:9ccs213:Cardiac anom:0.330 Diagnosis:9ccs117:Ot circul dx:0.310 Newborn Diagnosis:9ccs96:Hrt valve dx:0.280 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.134 Diagnosis:9ccs105:Conduction:0.134 Newborn Diagnosis:9ccs134:Ot uppr resp:0.134 Diagnosis:9ccs106:Dysrhythmia:0.092 Lab:292495 LEAD LEVEL - Sunrise:-0.074 Newborn Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs213:Cardiac anom:0.330 Diagnosis:9ccs96:Hrt valve dx:0.181 Lab:292208 CBC/DIFF/PLT - Sunrise:-0.103 Newborn Diagnosis:9ccs200:Oth skin dx:0.089 Diagnosis:9ccs59:Anemia:0.084 Newborn Diagnosis:9ccs221:Resp distres:0.082 Newborn Diagnosis:9ccs253:Allergy:0.072 Diagnosis:9ccs212:Ot bone dx:0.065 Diagnosis:9ccs91:Other eye dx:0.059 Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 56 | OR_unadj: 0.668 [0.283 1.575] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:1.000 Diagnosis:9ccs129:Asp pneumon:0.131 Diagnosis:9ccs87:Retinal dx:0.131 Newborn Diagnosis:9ccs59:Anemia:0.131 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.131 Diagnosis:9ccs89:Blindness:0.117 Diagnosis:9ccs238:Complic proc:0.112 Lab:296169 RETICULOCYTE COUNT- LMC:-0.096 Diagnosis:9ccs250:Nausea/vomit:0.090 Diagnosis:9ccs247:Lymph enlarg:0.087 Vital: HC Percentile-gain16to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:0.447 Diagnosis:10ccs238:Complic proc:-0.293 Diagnosis:9ccs2604:E Codes: Fire/burn:-0.293 Diagnosis:9ccs163:Other GU dx:0.167 Diagnosis:9ccs76:Meningitis:0.155 Diagnosis:9ccs204:Ot joint dx:-0.111 Diagnosis:9ccs242:Poisn ot med:-0.111 Diagnosis:9ccs94:Other ear dx:0.103 Diagnosis:9ccs251:Abdomnl pain:-0.082 Diagnosis:9ccs167:Breast dx:-0.079 Vital: HC Percentile-avg13to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs2604:E Codes: Fire/burn:0.310 Diagnosis:10ccs238:Complic proc:0.310 Diagnosis:9ccs163:Other GU dx:-0.238 Diagnosis:9ccs219:Low birth wt:-0.163 Diagnosis:9ccs204:Ot joint dx:0.117 Diagnosis:9ccs242:Poisn ot med:0.117 Diagnosis:9ccs224:Ot perint dx:-0.111 Diagnosis:9ccs113:Late eff CVD:-0.092 Diagnosis:9ccs159:UTI:-0.089 Diagnosis:9ccs251:Abdomnl pain:0.086 Vital: HC Percentile-gain1to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs16:Liver/ibd ca:-0.190 Newborn Diagnosis:9ccs216:Nerv cong an:-0.135 Diagnosis:9ccs87:Retinal dx:0.091 Newborn Diagnosis:9ccs0:No DX:-0.088 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.085 Diagnosis:10ccs58:Ot nutrit dx:0.079 Diagnosis:9ccs134:Ot uppr resp:0.074 Diagnosis:9ccs216:Nerv cong an:-0.067 Diagnosis:9ccs3:Oth bact inf:-0.067 Diagnosis:9ccs257:Ot aftercare:-0.065 Vital: HC Percentile-gain10to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.516 Correlated most with: Diagnosis:10ccs238:Complic proc:0.351 Diagnosis:9ccs2604:E Codes: Fire/burn:0.351 Diagnosis:9ccs87:Retinal dx:-0.202 Diagnosis:9ccs204:Ot joint dx:0.133 Diagnosis:9ccs242:Poisn ot med:0.133 Diagnosis:9ccs251:Abdomnl pain:0.098 Diagnosis:9ccs167:Breast dx:0.094 Diagnosis:9ccs238:Complic proc:-0.090 Diagnosis:9ccs153:GI hemorrhag:0.086 Newborn Diagnosis:9ccs223:Birth trauma:0.081 Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.994 [0.289 3.416] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs223:Birth trauma:1.000 Diagnosis:9ccs231:Oth fracture:0.255 Newborn Diagnosis:9ccs223:Birth trauma:0.196 Lab:295669 BILIRUBIN DIRECT - LMC:0.079 Diagnosis:9ccs247:Lymph enlarg:0.077 Newborn Diagnosis:9ccs215:gu cong anom:0.067 Diagnosis:9ccs257:Ot aftercare:0.060 Diagnosis:9ccs259:Unclassified:0.058 Diagnosis:9ccs212:Ot bone dx:0.056 Diagnosis:9ccs51:Ot endo dsor:0.056 Newborn Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs200:Oth skin dx:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.122 Diagnosis:9ccs95:Oth nerv dx:0.108 Newborn Diagnosis:9ccs219:Low birth wt:0.100 Newborn Diagnosis:9ccs213:Cardiac anom:0.089 Diagnosis:9ccs255:Social admin:-0.071 Newborn Diagnosis:9ccs224:Ot perint dx:0.060 Newborn Diagnosis:9ccs256:Exam/eval:0.060 Diagnosis:9ccs92:Otitis media:-0.056 Diagnosis:9ccs74:Ot mentl cnd:0.046 Vital: HC Percentile-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs16:Liver/ibd ca:0.260 Diagnosis:9ccs87:Retinal dx:0.227 Newborn Diagnosis:9ccs216:Nerv cong an:0.184 Newborn Diagnosis:9ccs0:No DX:0.119 Newborn Diagnosis:9ccs95:Oth nerv dx:0.116 Diagnosis:9ccs238:Complic proc:0.102 Diagnosis:9ccs216:Nerv cong an:0.092 Diagnosis:9ccs250:Nausea/vomit:0.085 Diagnosis:9ccs214:GI cong anom:0.077 Diagnosis:9ccs138:Esophgeal dx:0.076 Diagnosis:9ccs242:Poisn ot med | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs242:Poisn ot med:1.000 Diagnosis:9ccs2604:E Codes: Fire/burn:0.377 Diagnosis:10ccs238:Complic proc:0.377 Diagnosis:9ccs204:Ot joint dx:0.283 Lab:294147 FREE T4 - LMC:0.126 Diagnosis:9ccs243:Poisn nonmed:0.115 Diagnosis:9ccs163:Other GU dx:0.104 Diagnosis:9ccs251:Abdomnl pain:0.100 Diagnosis:9ccs167:Breast dx:0.096 Diagnosis:9ccs259:Unclassified:0.093 Newborn Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs215:gu cong anom:1.000 Diagnosis:9ccs161:Ot dx kidney:0.400 Diagnosis:9ccs215:gu cong anom:0.245 Newborn Diagnosis:9ccs214:GI cong anom:0.234 Diagnosis:9ccs2:Septicemia:0.132 Newborn Diagnosis:9ccs200:Oth skin dx:0.122 Diagnosis:9ccs141:Ot dx stomch:0.100 Diagnosis:9ccs223:Birth trauma:0.067 Diagnosis:9ccs234:Crush injury:0.058 Number of Visits:0.055 Diagnosis:9ccs251:Abdomnl pain | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.467 [0.060 3.610] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:1.000 Diagnosis:10ccs238:Complic proc:0.276 Diagnosis:9ccs2604:E Codes: Fire/burn:0.276 Diagnosis:9ccs246:FUO:0.194 Diagnosis:9ccs62:Coag/hemr dx:0.120 Diagnosis:9ccs204:Ot joint dx:0.100 Diagnosis:9ccs242:Poisn ot med:0.100 Diagnosis:9ccs175:Ot femal gen:0.100 Diagnosis:9ccs168:PID:0.093 Diagnosis:9ccs155:Other GI dx:0.086 Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs47:Ot bnign neo:1.000 Newborn Diagnosis:9ccs47:Ot bnign neo:0.163 Diagnosis:9ccs252:Fatigue:0.163 Diagnosis:9ccs217:Ot cong anom:0.154 Diagnosis:9ccs123:Influenza:0.115 Diagnosis:9ccs106:Dysrhythmia:0.112 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.104 Newborn Diagnosis:9ccs223:Birth trauma:0.099 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.097 Diagnosis:9ccs44:Neoplsm unsp:0.076 Vital: HC Percentile-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs87:Retinal dx:-0.680 Diagnosis:9ccs238:Complic proc:-0.304 Diagnosis:10ccs238:Complic proc:-0.239 Diagnosis:9ccs2604:E Codes: Fire/burn:-0.239 Diagnosis:9ccs3:Oth bact inf:0.144 Diagnosis:9ccs95:Oth nerv dx:-0.106 Diagnosis:9ccs143:Abdom hernia:-0.099 Diagnosis:9ccs204:Ot joint dx:-0.091 Diagnosis:9ccs242:Poisn ot med:-0.091 Newborn Diagnosis:9ccs0:No DX:0.090 Diagnosis:10ccs58:Ot nutrit dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.057 [0.306 3.653] | indivs AUC:0.500 Correlated most with: Diagnosis:10ccs58:Ot nutrit dx:1.000 Diagnosis:9ccs2603:E Codes: Fall:0.756 Diagnosis:9ccs2620:E Codes: Unspecified:0.228 Diagnosis:9ccs231:Oth fracture:0.129 Diagnosis:9ccs155:Other GI dx:0.089 Diagnosis:9ccs175:Ot femal gen:0.081 Diagnosis:9ccs219:Low birth wt:0.078 Diagnosis:9ccs244:Other injury:0.073 Diagnosis:9ccs239:Superfic inj:0.065 Diagnosis:9ccs125:Bronchitis:0.061 Diagnosis:9ccs124:Tonsillitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.832 [0.289 2.398] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs124:Tonsillitis:1.000 Diagnosis:9ccs105:Conduction:0.178 Lab:323700 CULTURE THROAT W SENS - Sunrise:0.128 Diagnosis:9ccs106:Dysrhythmia:0.124 Lab:292495 LEAD LEVEL - Sunrise:-0.097 Diagnosis:9ccs127:COPD:0.097 Diagnosis:9ccs92:Otitis media:0.094 Number of Visits:0.082 Diagnosis:9ccs135:Intest infct:0.071 Diagnosis:9ccs48:Thyroid dsor:0.066 Diagnosis:9ccs2603:E Codes: Fall | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 1.006 [0.385 2.630] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs2603:E Codes: Fall:1.000 Diagnosis:10ccs58:Ot nutrit dx:0.756 Diagnosis:9ccs2620:E Codes: Unspecified:0.172 Newborn Diagnosis:9ccs95:Oth nerv dx:0.150 Diagnosis:9ccs196:Nml preg/del:0.120 Diagnosis:9ccs231:Oth fracture:0.096 Diagnosis:9ccs244:Other injury:0.092 Diagnosis:9ccs155:Other GI dx:0.090 Number of Visits:0.073 Newborn Diagnosis:9ccs0:No DX:0.071 Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.773 [0.270 2.219] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs89:Blindness:1.000 Diagnosis:9ccs91:Other eye dx:0.284 Diagnosis:9ccs217:Ot cong anom:0.259 Diagnosis:9ccs210:SLE:0.172 Diagnosis:9ccs233:Intracrn inj:0.172 Diagnosis:9ccs62:Coag/hemr dx:0.150 Lab:296169 RETICULOCYTE COUNT- LMC:0.124 Diagnosis:9ccs138:Esophgeal dx:0.117 Number of Visits:0.101 Diagnosis:9ccs212:Ot bone dx:0.090 Diagnosis:9ccs209:Ot acq defor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.191 [0.026 1.409] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs209:Ot acq defor:1.000 Newborn Diagnosis:9ccs143:Abdom hernia:0.181 Newborn Diagnosis:9ccs197:Skin infectn:0.181 Diagnosis:9ccs252:Fatigue:0.181 Diagnosis:9ccs52:Nutrit defic:0.178 Diagnosis:9ccs63:Wht blood dx:0.121 Diagnosis:9ccs208:Acq foot def:0.101 Diagnosis:9ccs51:Ot endo dsor:0.095 Diagnosis:9ccs212:Ot bone dx:0.095 Newborn Diagnosis:9ccs0:No DX:0.075 Diagnosis:9ccs212:Ot bone dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.128 [0.246 5.176] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs212:Ot bone dx:1.000 Diagnosis:9ccs210:SLE:0.288 Diagnosis:9ccs254:Rehab:0.288 Diagnosis:9ccs52:Nutrit defic:0.141 Diagnosis:9ccs62:Coag/hemr dx:0.125 Diagnosis:9ccs209:Ot acq defor:0.095 Diagnosis:9ccs89:Blindness:0.090 Diagnosis:9ccs51:Ot endo dsor:0.077 Newborn Diagnosis:9ccs96:Hrt valve dx:0.070 Newborn Diagnosis:9ccs222:Perint jaund:0.066 Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs216:Nerv cong an:1.000 Newborn Diagnosis:9ccs5:HIV infectn:0.353 Diagnosis:9ccs118:Phlebitis:0.353 Diagnosis:9ccs16:Liver/ibd ca:0.353 Newborn Diagnosis:9ccs216:Nerv cong an:0.248 Newborn Diagnosis:9ccs95:Oth nerv dx:0.155 Diagnosis:9ccs208:Acq foot def:0.102 Diagnosis:9ccs217:Ot cong anom:0.101 Diagnosis:9ccs95:Oth nerv dx:0.100 Newborn Diagnosis:9ccs96:Hrt valve dx:0.089 Newborn Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs136:Teeth dx:1.000 Diagnosis:9ccs255:Social admin:-0.102 Diagnosis:9ccs10:Immuniz/scrn:-0.074 Newborn Diagnosis:9ccs217:Ot cong anom:0.062 Newborn Diagnosis:9ccs259:Unclassified:0.049 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.044 Diagnosis:9ccs128:Asthma:0.038 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.031 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.031 Diagnosis:9ccs200:Oth skin dx:-0.030 Diagnosis:9ccs154:Gastroent | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: nan [ nan nan] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs154:Gastroent:1.000 Diagnosis:9ccs120:Hemmorhoids:0.203 Diagnosis:9ccs153:GI hemorrhag:0.188 Diagnosis:9ccs155:Other GI dx:0.099 Diagnosis:9ccs62:Coag/hemr dx:0.086 Diagnosis:9ccs250:Nausea/vomit:0.084 Newborn Diagnosis:9ccs223:Birth trauma:0.082 Diagnosis:9ccs253:Allergy:0.081 Diagnosis:9ccs256:Exam/eval:0.079 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.075 Lab:292495 LEAD LEVEL - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.502 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:1.000 Diagnosis:9ccs243:Poisn nonmed:-0.414 Diagnosis:9ccs105:Conduction:-0.268 Diagnosis:9ccs106:Dysrhythmia:-0.190 Diagnosis:9ccs204:Ot joint dx:0.103 Diagnosis:9ccs124:Tonsillitis:-0.097 Lab:294495 LEAD, BLOOD - LMC:0.077 Diagnosis:9ccs213:Cardiac anom:-0.074 Number of Visits:-0.074 Diagnosis:9ccs76:Meningitis:-0.072 Diagnosis:9ccs204:Ot joint dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs204:Ot joint dx:1.000 Diagnosis:10ccs238:Complic proc:0.377 Diagnosis:9ccs2604:E Codes: Fire/burn:0.377 Diagnosis:9ccs242:Poisn ot med:0.283 Diagnosis:9ccs211:Ot conn tiss:0.163 Lab:294147 FREE T4 - LMC:0.126 Lab:292495 LEAD LEVEL - Sunrise:0.103 Diagnosis:9ccs251:Abdomnl pain:0.100 Diagnosis:9ccs167:Breast dx:0.096 Diagnosis:9ccs55:Fluid/elc dx:0.092 Diagnosis:9ccs123:Influenza | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs123:Influenza:1.000 Diagnosis:9ccs73:Preadult dx:0.257 Diagnosis:9ccs75:Hx mental dx:0.146 Number of Visits:0.125 Diagnosis:9ccs47:Ot bnign neo:0.115 Diagnosis:9ccs134:Ot uppr resp:0.093 Diagnosis:9ccs122:Pneumonia:0.071 Diagnosis:9ccs133:Oth low resp:0.067 Diagnosis:9ccs0:No DX:0.066 Diagnosis:9ccs126:Ot up rsp in:0.058 Diagnosis:9ccs167:Breast dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.431 [0.056 3.310] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs167:Breast dx:1.000 Diagnosis:10ccs238:Complic proc:0.266 Diagnosis:9ccs2604:E Codes: Fire/burn:0.266 Diagnosis:9ccs48:Thyroid dsor:0.104 Diagnosis:9ccs204:Ot joint dx:0.096 Diagnosis:9ccs242:Poisn ot med:0.096 Diagnosis:9ccs168:PID:0.089 Newborn Diagnosis:9ccs221:Resp distres:0.089 Diagnosis:9ccs51:Ot endo dsor:0.070 Diagnosis:9ccs251:Abdomnl pain:0.067 Lab:294205 TSH REFLEX TO FT4 - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:1.000 Lab:294147 FREE T4 - LMC:0.502 Diagnosis:9ccs140:Gastritis:0.228 Diagnosis:9ccs48:Thyroid dsor:-0.167 Diagnosis:9ccs94:Other ear dx:0.076 Diagnosis:9ccs91:Other eye dx:0.075 Diagnosis:9ccs217:Ot cong anom:0.073 Diagnosis:9ccs197:Skin infectn:0.069 Diagnosis:9ccs4:Mycoses:0.067 Diagnosis:9ccs198:Ot infl skin:0.065 Diagnosis:9ccs76:Meningitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.938 [0.209 4.218] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs76:Meningitis:1.000 Lab:323825 STREP SCREEN THROAT - Sunrise:0.208 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.120 Diagnosis:9ccs224:Ot perint dx:0.091 Number of Visits:0.087 Diagnosis:9ccs243:Poisn nonmed:0.078 Lab:292495 LEAD LEVEL - Sunrise:-0.072 Lab:295669 BILIRUBIN DIRECT - LMC:-0.072 Diagnosis:9ccs59:Anemia:0.070 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.064 Diagnosis:9ccs51:Ot endo dsor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs51:Ot endo dsor:1.000 Newborn Diagnosis:9ccs191:Amnios dx:0.141 Diagnosis:9ccs52:Nutrit defic:0.141 Diagnosis:9ccs48:Thyroid dsor:0.113 Diagnosis:9ccs217:Ot cong anom:0.099 Diagnosis:9ccs209:Ot acq defor:0.095 Diagnosis:9ccs208:Acq foot def:0.081 Diagnosis:9ccs212:Ot bone dx:0.077 Diagnosis:9ccs167:Breast dx:0.070 Diagnosis:9ccs128:Asthma:0.066 Diagnosis:9ccs240:Burns | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs240:Burns:1.000 Diagnosis:9ccs127:COPD:0.117 Diagnosis:9ccs2:Septicemia:0.113 Diagnosis:9ccs175:Ot femal gen:0.104 Diagnosis:9ccs141:Ot dx stomch:0.085 Diagnosis:9ccs133:Oth low resp:0.082 Diagnosis:9ccs239:Superfic inj:0.072 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.067 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.067 Diagnosis:9ccs128:Asthma:0.066 Diagnosis:9ccs8:Oth infectns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.599 [0.181 1.985] | indivs AUC:0.518 Correlated most with: Diagnosis:9ccs8:Oth infectns:1.000 Diagnosis:9ccs73:Preadult dx:0.178 Diagnosis:9ccs44:Neoplsm unsp:0.175 Diagnosis:9ccs253:Allergy:0.085 Diagnosis:9ccs52:Nutrit defic:0.084 Number of Visits:0.079 Diagnosis:9ccs200:Oth skin dx:0.075 Newborn Diagnosis:9ccs223:Birth trauma:0.069 Diagnosis:9ccs257:Ot aftercare:0.068 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.060 Diagnosis:9ccs258:Other screen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.384 [0.091 1.618] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs258:Other screen:1.000 Diagnosis:9ccs2619:e codes: other specified- nec:0.178 Diagnosis:9ccs228:Fx skull fac:0.178 Diagnosis:9ccs136:Teeth dx:0.143 Lab:296169 RETICULOCYTE COUNT- LMC:0.128 Newborn Diagnosis:9ccs214:GI cong anom:0.124 Diagnosis:9ccs239:Superfic inj:0.096 Diagnosis:9ccs214:GI cong anom:0.094 Diagnosis:9ccs133:Oth low resp:0.092 Diagnosis:9ccs155:Other GI dx:0.079 Diagnosis:9ccs64:Ot hematl dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs64:Ot hematl dx:1.000 Diagnosis:9ccs49:DiabMel no c:0.353 Diagnosis:9ccs190:Fetal distrs:0.248 Diagnosis:9ccs61:Sickle cell:0.232 Diagnosis:9ccs62:Coag/hemr dx:0.155 Newborn Diagnosis:9ccs253:Allergy:0.107 Diagnosis:9ccs59:Anemia:0.075 Diagnosis:9ccs154:Gastroent:0.065 Diagnosis:9ccs234:Crush injury:0.063 Diagnosis:9ccs2603:E Codes: Fall:0.053 Newborn Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.511 Correlated most with: Newborn Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.280 Diagnosis:9ccs118:Phlebitis:0.266 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.266 Diagnosis:9ccs96:Hrt valve dx:0.220 Newborn Diagnosis:9ccs224:Ot perint dx:0.129 Diagnosis:9ccs211:Ot conn tiss:0.111 Diagnosis:9ccs216:Nerv cong an:0.089 Newborn Diagnosis:9ccs221:Resp distres:0.089 Diagnosis:9ccs117:Ot circul dx:0.083 Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs117:Ot circul dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.310 Diagnosis:9ccs96:Hrt valve dx:0.230 Diagnosis:9ccs205:Back problem:0.091 Newborn Diagnosis:9ccs96:Hrt valve dx:0.083 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.057 Diagnosis:9ccs124:Tonsillitis:0.051 Diagnosis:9ccs8:Oth infectns:0.051 Diagnosis:9ccs258:Other screen:0.051 Diagnosis:9ccs200:Oth skin dx:-0.045 Diagnosis:9ccs153:GI hemorrhag | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.749 [0.170 3.295] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs153:GI hemorrhag:1.000 Diagnosis:9ccs154:Gastroent:0.188 Diagnosis:9ccs147:Anal/rectal:0.113 Newborn Diagnosis:9ccs223:Birth trauma:0.102 Diagnosis:9ccs155:Other GI dx:0.101 Diagnosis:9ccs159:UTI:0.082 Number of Visits:0.078 Diagnosis:9ccs217:Ot cong anom:0.074 Diagnosis:9ccs257:Ot aftercare:0.068 Diagnosis:9ccs222:Perint jaund:0.064 Lab:294147 FREE T4 - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500 Correlated most with: Lab:294147 FREE T4 - LMC:1.000 Lab:294205 TSH REFLEX TO FT4 - LMC:0.502 Diagnosis:9ccs48:Thyroid dsor:-0.353 Diagnosis:9ccs204:Ot joint dx:0.126 Diagnosis:9ccs242:Poisn ot med:0.126 Diagnosis:9ccs55:Fluid/elc dx:0.086 Diagnosis:9ccs259:Unclassified:0.084 Diagnosis:9ccs140:Gastritis:0.083 Diagnosis:9ccs59:Anemia:-0.077 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.068 Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.623 [0.144 2.701] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs211:Ot conn tiss:1.000 Diagnosis:9ccs118:Phlebitis:0.222 Diagnosis:9ccs204:Ot joint dx:0.163 Diagnosis:9ccs208:Acq foot def:0.127 Newborn Diagnosis:9ccs96:Hrt valve dx:0.111 Newborn Diagnosis:9ccs217:Ot cong anom:0.107 Diagnosis:9ccs147:Anal/rectal:0.102 Diagnosis:9ccs74:Ot mentl cnd:0.083 Diagnosis:9ccs198:Ot infl skin:0.081 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.079 Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.400 [0.052 3.055] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs55:Fluid/elc dx:1.000 Diagnosis:9ccs204:Ot joint dx:0.092 Diagnosis:9ccs242:Poisn ot med:0.092 Diagnosis:9ccs219:Low birth wt:0.091 Lab:294147 FREE T4 - LMC:0.086 Diagnosis:9ccs239:Superfic inj:0.081 Diagnosis:9ccs89:Blindness:0.078 Diagnosis:9ccs259:Unclassified:0.076 Diagnosis:9ccs243:Poisn nonmed:0.075 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.066 Newborn Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs133:Oth low resp:1.000 Diagnosis:9ccs159:UTI:0.103 Newborn Diagnosis:9ccs256:Exam/eval:0.095 Diagnosis:9ccs135:Intest infct:0.044 Diagnosis:9ccs125:Bronchitis:0.044 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:-0.040 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:-0.040 Newborn Diagnosis:9ccs224:Ot perint dx:0.038 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.033 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.033 Diagnosis:9ccs61:Sickle cell | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs61:Sickle cell:1.000 Lab:306025 PPD:0.272 Diagnosis:9ccs190:Fetal distrs:0.234 Diagnosis:9ccs64:Ot hematl dx:0.232 Diagnosis:9ccs259:Unclassified:0.111 Newborn Diagnosis:9ccs256:Exam/eval:0.082 Diagnosis:9ccs198:Ot infl skin:0.075 Lab:295669 BILIRUBIN DIRECT - LMC:0.070 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.069 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.069 Diagnosis:9ccs168:PID | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs168:PID:1.000 Diagnosis:9ccs205:Back problem:0.200 Diagnosis:9ccs163:Other GU dx:0.200 Diagnosis:9ccs224:Ot perint dx:0.178 Diagnosis:9ccs63:Wht blood dx:0.121 Diagnosis:9ccs251:Abdomnl pain:0.093 Diagnosis:9ccs167:Breast dx:0.089 Diagnosis:9ccs215:gu cong anom:0.082 Diagnosis:9ccs147:Anal/rectal:0.082 Diagnosis:9ccs161:Ot dx kidney:0.079 Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs163:Other GU dx:1.000 Diagnosis:9ccs168:PID:0.200 Diagnosis:9ccs215:gu cong anom:0.137 Diagnosis:9ccs159:UTI:0.106 Diagnosis:9ccs242:Poisn ot med:0.104 Diagnosis:9ccs175:Ot femal gen:0.104 Diagnosis:9ccs244:Other injury:0.101 Diagnosis:9ccs224:Ot perint dx:0.101 Number of Visits:0.089 Diagnosis:9ccs243:Poisn nonmed:0.085 Vital: HC Percentile-avg7to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs87:Retinal dx:-0.821 Diagnosis:9ccs2604:E Codes: Fire/burn:0.425 Diagnosis:10ccs238:Complic proc:0.425 Diagnosis:9ccs238:Complic proc:-0.367 Diagnosis:9ccs204:Ot joint dx:0.161 Diagnosis:9ccs242:Poisn ot med:0.161 Diagnosis:9ccs95:Oth nerv dx:-0.128 Diagnosis:9ccs143:Abdom hernia:-0.119 Diagnosis:9ccs251:Abdomnl pain:0.118 Diagnosis:9ccs167:Breast dx:0.114 Lab:306025 PPD | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Lab:306025 PPD:1.000 Diagnosis:9ccs61:Sickle cell:0.272 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.135 Newborn Diagnosis:9ccs256:Exam/eval:0.082 Diagnosis:9ccs134:Ot uppr resp:0.075 Diagnosis:9ccs59:Anemia:0.073 Newborn Diagnosis:9ccs222:Perint jaund:-0.066 Diagnosis:9ccs213:Cardiac anom:-0.064 Diagnosis:9ccs138:Esophgeal dx:-0.063 Diagnosis:9ccs198:Ot infl skin:0.062 Vital: HC Percentile-gain7to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs2604:E Codes: Fire/burn:-0.391 Diagnosis:10ccs238:Complic proc:-0.391 Diagnosis:9ccs16:Liver/ibd ca:0.236 Diagnosis:9ccs87:Retinal dx:0.213 Newborn Diagnosis:9ccs216:Nerv cong an:0.167 Diagnosis:9ccs204:Ot joint dx:-0.148 Diagnosis:9ccs242:Poisn ot med:-0.148 Diagnosis:9ccs3:Oth bact inf:-0.121 Diagnosis:9ccs251:Abdomnl pain:-0.109 Newborn Diagnosis:9ccs95:Oth nerv dx:0.106 Lab:296169 RETICULOCYTE COUNT- LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:296169 RETICULOCYTE COUNT- LMC:1.000 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.707 Newborn Diagnosis:9ccs59:Anemia:-0.707 Diagnosis:9ccs238:Complic proc:-0.317 Lab:295669 BILIRUBIN DIRECT - LMC:-0.218 Lab:294203 BILIRUBIN TOTAL - LMC:-0.210 Diagnosis:9ccs83:Epilepsy/cnv:-0.172 Diagnosis:9ccs234:Crush injury:0.142 Diagnosis:9ccs258:Other screen:0.128 Diagnosis:9ccs89:Blindness:0.124 Diagnosis:9ccs214:GI cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs214:GI cong anom:1.000 Diagnosis:9ccs145:Int obstruct:0.288 Diagnosis:9ccs199:Ulcer skin:0.288 Newborn Diagnosis:9ccs0:No DX:0.125 Number of Visits:0.101 Diagnosis:9ccs239:Superfic inj:0.097 Diagnosis:9ccs258:Other screen:0.094 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.091 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.091 Diagnosis:9ccs133:Oth low resp:0.082 Diagnosis:9ccs205:Back problem | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs205:Back problem:1.000 Diagnosis:9ccs245:Syncope:0.202 Diagnosis:9ccs168:PID:0.200 Diagnosis:9ccs44:Neoplsm unsp:0.141 Diagnosis:9ccs224:Ot perint dx:0.140 Number of Visits:0.101 Diagnosis:9ccs117:Ot circul dx:0.091 Diagnosis:9ccs89:Blindness:0.090 Newborn Diagnosis:9ccs253:Allergy:0.085 Diagnosis:9ccs257:Ot aftercare:0.083 Vital: HC Percentile-avg10to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs87:Retinal dx:-0.681 Diagnosis:9ccs238:Complic proc:-0.305 Diagnosis:9ccs95:Oth nerv dx:-0.106 Newborn Diagnosis:9ccs96:Hrt valve dx:0.096 Newborn Diagnosis:9ccs94:Other ear dx:0.093 Diagnosis:9ccs138:Esophgeal dx:-0.093 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.075 Newborn Diagnosis:9ccs219:Low birth wt:-0.070 Diagnosis:9ccs140:Gastritis:0.069 Newborn Diagnosis:9ccs256:Exam/eval:-0.069 Diagnosis:9ccs63:Wht blood dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs63:Wht blood dx:1.000 Newborn Diagnosis:9ccs143:Abdom hernia:0.353 Diagnosis:9ccs209:Ot acq defor:0.121 Newborn Diagnosis:9ccs221:Resp distres:0.121 Diagnosis:9ccs168:PID:0.121 Diagnosis:9ccs159:UTI:0.099 Diagnosis:9ccs143:Abdom hernia:0.091 Diagnosis:9ccs161:Ot dx kidney:0.079 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.069 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.069 Lab:321981 BILIRUBIN TOTAL - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.507 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:1.000 Diagnosis:9ccs47:Ot bnign neo:-0.104 Diagnosis:9ccs52:Nutrit defic:-0.101 Diagnosis:9ccs222:Perint jaund:0.077 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.065 Diagnosis:9ccs217:Ot cong anom:-0.054 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.054 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.054 Diagnosis:9ccs239:Superfic inj:-0.053 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:-0.049 Diagnosis:9ccs141:Ot dx stomch | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:1.000 Diagnosis:9ccs250:Nausea/vomit:0.120 Newborn Diagnosis:9ccs215:gu cong anom:0.100 Diagnosis:9ccs240:Burns:0.085 Diagnosis:9ccs215:gu cong anom:0.072 Diagnosis:9ccs138:Esophgeal dx:0.072 Diagnosis:9ccs224:Ot perint dx:0.071 Diagnosis:9ccs161:Ot dx kidney:0.070 Diagnosis:9ccs136:Teeth dx:0.065 Diagnosis:9ccs155:Other GI dx:0.059 Diagnosis:9ccs208:Acq foot def | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs208:Acq foot def:1.000 Diagnosis:9ccs252:Fatigue:0.301 Diagnosis:9ccs95:Oth nerv dx:0.129 Diagnosis:9ccs211:Ot conn tiss:0.127 Diagnosis:9ccs216:Nerv cong an:0.102 Diagnosis:9ccs209:Ot acq defor:0.101 Diagnosis:9ccs51:Ot endo dsor:0.081 Newborn Diagnosis:9ccs217:Ot cong anom:0.071 Diagnosis:9ccs259:Unclassified:0.067 Diagnosis:9ccs198:Ot infl skin:0.063 Diagnosis:9ccs245:Syncope | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs245:Syncope:1.000 Diagnosis:9ccs83:Epilepsy/cnv:0.341 Newborn Diagnosis:9ccs253:Allergy:0.222 Diagnosis:9ccs205:Back problem:0.202 Newborn Diagnosis:9ccs217:Ot cong anom:0.094 Diagnosis:9ccs224:Ot perint dx:0.089 Diagnosis:9ccs113:Late eff CVD:0.071 Diagnosis:9ccs128:Asthma:0.062 Diagnosis:9ccs256:Exam/eval:0.055 Diagnosis:9ccs94:Other ear dx:0.053 Diagnosis:9ccs246:FUO | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs246:FUO:1.000 Diagnosis:9ccs251:Abdomnl pain:0.194 Diagnosis:9ccs247:Lymph enlarg:0.138 Diagnosis:9ccs239:Superfic inj:0.110 Diagnosis:9ccs10:Immuniz/scrn:-0.075 Diagnosis:9ccs250:Nausea/vomit:0.069 Diagnosis:9ccs259:Unclassified:0.060 Diagnosis:9ccs155:Other GI dx:0.058 Diagnosis:9ccs59:Anemia:0.053 Diagnosis:9ccs94:Other ear dx:0.053 Newborn Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs59:Anemia:1.000 Newborn Diagnosis:9ccs58:Ot nutrit dx:1.000 Lab:296169 RETICULOCYTE COUNT- LMC:-0.707 Diagnosis:9ccs238:Complic proc:0.447 Diagnosis:9ccs83:Epilepsy/cnv:0.241 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.163 Diagnosis:9ccs138:Esophgeal dx:0.131 Diagnosis:9ccs224:Ot perint dx:0.130 Diagnosis:9ccs250:Nausea/vomit:0.103 Diagnosis:9ccs159:UTI:0.103 Lab:294495 LEAD, BLOOD - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:294495 LEAD, BLOOD - LMC:1.000 Lab:294203 BILIRUBIN TOTAL - LMC:-0.100 Diagnosis:9ccs243:Poisn nonmed:-0.092 Lab:295669 BILIRUBIN DIRECT - LMC:-0.087 Diagnosis:9ccs140:Gastritis:-0.077 Lab:292495 LEAD LEVEL - Sunrise:0.077 Diagnosis:9ccs151:Oth liver dx:0.070 Diagnosis:9ccs83:Epilepsy/cnv:-0.070 Diagnosis:9ccs222:Perint jaund:0.069 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.064 Lab:306605 BILIRUBIN DIRECT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.507 Correlated most with: Lab:306605 BILIRUBIN DIRECT - Sunrise:1.000 Diagnosis:9ccs247:Lymph enlarg:0.206 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.105 Diagnosis:9ccs47:Ot bnign neo:-0.097 Diagnosis:9ccs138:Esophgeal dx:-0.070 Newborn Diagnosis:9ccs259:Unclassified:0.066 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.065 Diagnosis:9ccs0:No DX:0.062 Diagnosis:9ccs126:Ot up rsp in:0.054 Diagnosis:9ccs217:Ot cong anom:-0.050 Diagnosis:9ccs70:Schizo/rl dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs70:Schizo/rl dx:1.000 Diagnosis:9ccs95:Oth nerv dx:0.152 Diagnosis:9ccs113:Late eff CVD:0.106 Diagnosis:9ccs94:Other ear dx:0.082 Diagnosis:9ccs74:Ot mentl cnd:0.079 Diagnosis:9ccs151:Oth liver dx:0.073 Diagnosis:9ccs222:Perint jaund:0.072 Diagnosis:9ccs257:Ot aftercare:0.028 Diagnosis:9ccs253:Allergy:-0.024 Diagnosis:9ccs92:Otitis media:-0.021 Diagnosis:9ccs238:Complic proc | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs238:Complic proc:1.000 Diagnosis:9ccs87:Retinal dx:0.447 Newborn Diagnosis:9ccs59:Anemia:0.447 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.447 Lab:296169 RETICULOCYTE COUNT- LMC:-0.317 Diagnosis:9ccs138:Esophgeal dx:0.112 Diagnosis:9ccs83:Epilepsy/cnv:0.104 Diagnosis:9ccs74:Ot mentl cnd:0.100 Diagnosis:9ccs234:Crush injury:0.084 Newborn Diagnosis:9ccs219:Low birth wt:0.078 Vital: BP-avg16to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs96:Hrt valve dx:-0.068 Diagnosis:9ccs59:Anemia:0.066 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.048 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.048 Diagnosis:9ccs197:Skin infectn:-0.047 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.044 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.044 Diagnosis:9ccs90:Eye infectn:0.042 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.040 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.040 Newborn Diagnosis:9ccs191:Amnios dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:1.000 Diagnosis:9ccs51:Ot endo dsor:0.141 Diagnosis:9ccs213:Cardiac anom:0.060 Diagnosis:9ccs253:Allergy:0.049 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.039 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.039 Newborn Diagnosis:9ccs256:Exam/eval:0.038 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.038 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.038 Diagnosis:9ccs122:Pneumonia:0.033 Newborn Diagnosis:9ccs214:GI cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs214:GI cong anom:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.234 Diagnosis:9ccs161:Ot dx kidney:0.169 Diagnosis:9ccs258:Other screen:0.124 Newborn Diagnosis:9ccs217:Ot cong anom:0.094 Newborn Diagnosis:9ccs94:Other ear dx:-0.090 Lab:295669 BILIRUBIN DIRECT - LMC:0.089 Diagnosis:9ccs127:COPD:0.075 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.070 Diagnosis:9ccs250:Nausea/vomit:0.069 Diagnosis:9ccs231:Oth fracture | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs231:Oth fracture:1.000 Diagnosis:9ccs229:Fx arm:0.332 Diagnosis:9ccs223:Birth trauma:0.255 Diagnosis:10ccs58:Ot nutrit dx:0.129 Diagnosis:9ccs2603:E Codes: Fall:0.096 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.090 Diagnosis:9ccs239:Superfic inj:0.085 Diagnosis:9ccs244:Other injury:0.070 Diagnosis:9ccs127:COPD:0.058 Diagnosis:9ccs122:Pneumonia:0.042 Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:1.000 Lab:294147 FREE T4 - LMC:-0.353 Diagnosis:9ccs83:Epilepsy/cnv:0.193 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.167 Diagnosis:9ccs51:Ot endo dsor:0.113 Diagnosis:9ccs167:Breast dx:0.104 Diagnosis:9ccs247:Lymph enlarg:0.075 Number of Visits:0.071 Diagnosis:9ccs7:Viral infect:0.070 Diagnosis:9ccs124:Tonsillitis:0.066 Lab:323700 CULTURE THROAT W SENS - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:323700 CULTURE THROAT W SENS - Sunrise:1.000 Diagnosis:9ccs124:Tonsillitis:0.128 Diagnosis:9ccs122:Pneumonia:-0.066 Diagnosis:9ccs134:Ot uppr resp:-0.065 Diagnosis:9ccs239:Superfic inj:-0.060 Diagnosis:9ccs96:Hrt valve dx:0.060 Diagnosis:9ccs4:Mycoses:-0.056 Diagnosis:9ccs133:Oth low resp:0.055 Diagnosis:9ccs125:Bronchitis:-0.041 Diagnosis:9ccs135:Intest infct:0.041 Lab:294199 BILIRUBIN SCAN - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:294199 BILIRUBIN SCAN - LMC:1.000 Diagnosis:9ccs127:COPD:0.092 Diagnosis:9ccs239:Superfic inj:0.049 Diagnosis:9ccs133:Oth low resp:-0.045 Diagnosis:9ccs198:Ot infl skin:-0.044 Diagnosis:9ccs92:Otitis media:0.039 Diagnosis:9ccs155:Other GI dx:0.032 Newborn Diagnosis:9ccs224:Ot perint dx:-0.031 Number of Visits:0.017 Diagnosis:9ccs7:Viral infect:0.010 Diagnosis:9ccs229:Fx arm | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs229:Fx arm:1.000 Diagnosis:9ccs236:Opn wnd extr:0.407 Diagnosis:9ccs231:Oth fracture:0.332 Diagnosis:9ccs244:Other injury:0.148 Diagnosis:9ccs256:Exam/eval:0.094 Diagnosis:9ccs197:Skin infectn:0.079 Diagnosis:9ccs137:Mouth dx:0.064 Diagnosis:9ccs127:COPD:0.058 MatDeliveryAge:-0.043 Diagnosis:9ccs94:Other ear dx:0.039 Vital: BP-avg10to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs212:Ot bone dx:0.205 Diagnosis:9ccs0:No DX:0.079 Diagnosis:9ccs128:Asthma:0.071 MatDeliveryAge:0.067 Diagnosis:9ccs197:Skin infectn:0.057 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.046 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.046 Diagnosis:9ccs125:Bronchitis:0.041 Newborn Diagnosis:9ccs224:Ot perint dx:-0.038 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.036 Diagnosis:9ccs49:DiabMel no c | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs49:DiabMel no c:1.000 Diagnosis:9ccs64:Ot hematl dx:0.353 Diagnosis:9ccs0:No DX:0.106 Diagnosis:9ccs159:UTI:0.103 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.059 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.059 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.046 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.046 Diagnosis:9ccs125:Bronchitis:0.044 Diagnosis:9ccs126:Ot up rsp in:-0.040 Diagnosis:9ccs44:Neoplsm unsp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs44:Neoplsm unsp:1.000 Diagnosis:9ccs8:Oth infectns:0.175 Diagnosis:9ccs205:Back problem:0.141 Diagnosis:9ccs89:Blindness:0.081 Diagnosis:9ccs47:Ot bnign neo:0.076 Diagnosis:9ccs217:Ot cong anom:0.071 Diagnosis:9ccs224:Ot perint dx:0.058 Diagnosis:9ccs257:Ot aftercare:0.056 Number of Visits:0.055 Diagnosis:9ccs137:Mouth dx:0.053 Diagnosis:9ccs171:Menstrual dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs171:Menstrual dx:1.000 Diagnosis:9ccs224:Ot perint dx:0.089 Newborn Diagnosis:9ccs224:Ot perint dx:0.054 Diagnosis:9ccs217:Ot cong anom:0.050 Diagnosis:9ccs92:Otitis media:-0.030 Diagnosis:9ccs7:Viral infect:-0.029 Number of Visits:-0.021 Diagnosis:9ccs200:Oth skin dx:-0.021 Diagnosis:9ccs155:Other GI dx:-0.020 Diagnosis:9ccs90:Eye infectn:-0.019 Newborn Diagnosis:9ccs220:Birth asphyx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs220:Birth asphyx:1.000 Diagnosis:9ccs219:Low birth wt:0.136 Diagnosis:9ccs239:Superfic inj:0.110 Newborn Diagnosis:9ccs219:Low birth wt:0.064 Newborn Diagnosis:9ccs256:Exam/eval:0.062 Diagnosis:9ccs122:Pneumonia:0.057 Diagnosis:9ccs256:Exam/eval:0.055 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.047 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.047 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.041 Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:1.000 Diagnosis:9ccs230:Fx leg:0.447 Diagnosis:9ccs210:SLE:0.447 Diagnosis:9ccs52:Nutrit defic:0.222 Diagnosis:9ccs64:Ot hematl dx:0.155 Diagnosis:9ccs134:Ot uppr resp:0.150 Diagnosis:9ccs89:Blindness:0.150 Diagnosis:9ccs212:Ot bone dx:0.125 Diagnosis:9ccs251:Abdomnl pain:0.120 Diagnosis:9ccs154:Gastroent:0.086 Diagnosis:9ccs120:Hemmorhoids | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs120:Hemmorhoids:1.000 Diagnosis:9ccs3:Oth bact inf:0.315 Diagnosis:9ccs154:Gastroent:0.203 Newborn Diagnosis:9ccs94:Other ear dx:-0.131 Number of Visits:0.110 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.104 Diagnosis:9ccs250:Nausea/vomit:0.103 Diagnosis:9ccs128:Asthma:0.095 Diagnosis:9ccs91:Other eye dx:0.081 Diagnosis:9ccs222:Perint jaund:0.072 Lab:323825 STREP SCREEN THROAT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:1.000 Diagnosis:9ccs76:Meningitis:0.208 Newborn Diagnosis:9ccs221:Resp distres:-0.117 Diagnosis:9ccs159:UTI:0.084 Diagnosis:9ccs211:Ot conn tiss:-0.079 Diagnosis:9ccs128:Asthma:0.078 Diagnosis:9ccs250:Nausea/vomit:-0.072 Diagnosis:9ccs59:Anemia:0.070 Diagnosis:9ccs94:Other ear dx:0.069 Diagnosis:9ccs239:Superfic inj:0.066 Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs221:Resp distres:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.152 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.152 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.099 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.098 Diagnosis:9ccs128:Asthma:0.095 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.090 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.090 Diagnosis:9ccs122:Pneumonia:0.087 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.086 Diagnosis:9ccs2618:E Codes: Other specified and classifiable | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2618:E Codes: Other specified and classifiable:1.000 Diagnosis:9ccs147:Anal/rectal:0.174 Diagnosis:9ccs136:Teeth dx:0.119 Diagnosis:9ccs94:Other ear dx:0.116 Diagnosis:9ccs244:Other injury:0.089 Diagnosis:9ccs125:Bronchitis:0.062 Diagnosis:9ccs256:Exam/eval:0.055 Diagnosis:9ccs7:Viral infect:0.040 Number of Visits:0.024 Diagnosis:9ccs135:Intest infct:0.022 Diagnosis:9ccs129:Asp pneumon | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs129:Asp pneumon:1.000 Diagnosis:9ccs138:Esophgeal dx:0.131 Diagnosis:9ccs128:Asthma:0.095 Diagnosis:9ccs122:Pneumonia:0.087 Diagnosis:9ccs134:Ot uppr resp:0.085 Diagnosis:9ccs256:Exam/eval:0.085 Newborn Diagnosis:9ccs222:Perint jaund:0.073 Diagnosis:9ccs133:Oth low resp:0.069 Number of Visits:0.050 Diagnosis:9ccs135:Intest infct:0.044 Diagnosis:9ccs252:Fatigue | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs252:Fatigue:1.000 Diagnosis:9ccs208:Acq foot def:0.301 Diagnosis:9ccs209:Ot acq defor:0.181 Diagnosis:9ccs47:Ot bnign neo:0.163 Diagnosis:9ccs136:Teeth dx:0.084 Diagnosis:9ccs217:Ot cong anom:0.079 Diagnosis:9ccs96:Hrt valve dx:0.077 Diagnosis:9ccs197:Skin infectn:0.073 Diagnosis:9ccs7:Viral infect:0.028 Diagnosis:9ccs92:Otitis media:0.028 Diagnosis:9ccs118:Phlebitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs118:Phlebitis:1.000 Diagnosis:9ccs216:Nerv cong an:0.353 Newborn Diagnosis:9ccs96:Hrt valve dx:0.266 Diagnosis:9ccs83:Epilepsy/cnv:0.241 Diagnosis:9ccs211:Ot conn tiss:0.222 Diagnosis:9ccs143:Abdom hernia:0.141 Diagnosis:9ccs127:COPD:0.111 Diagnosis:9ccs113:Late eff CVD:0.106 Diagnosis:9ccs122:Pneumonia:0.087 Diagnosis:9ccs134:Ot uppr resp:0.085 Newborn Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.507 Correlated most with: Newborn Diagnosis:9ccs95:Oth nerv dx:1.000 Diagnosis:9ccs16:Liver/ibd ca:0.447 Newborn Diagnosis:9ccs216:Nerv cong an:0.315 Diagnosis:9ccs216:Nerv cong an:0.155 Diagnosis:9ccs2603:E Codes: Fall:0.150 Newborn Diagnosis:9ccs224:Ot perint dx:0.085 Diagnosis:9ccs10:Immuniz/scrn:-0.062 Diagnosis:9ccs95:Oth nerv dx:0.061 Diagnosis:9ccs138:Esophgeal dx:0.051 Diagnosis:9ccs257:Ot aftercare:-0.047 Diagnosis:9ccs175:Ot femal gen | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs175:Ot femal gen:1.000 Diagnosis:9ccs240:Burns:0.104 Diagnosis:9ccs163:Other GU dx:0.104 Diagnosis:9ccs251:Abdomnl pain:0.100 Diagnosis:9ccs215:gu cong anom:0.089 Diagnosis:9ccs161:Ot dx kidney:0.086 Diagnosis:10ccs58:Ot nutrit dx:0.081 Diagnosis:9ccs198:Ot infl skin:0.063 Diagnosis:9ccs2603:E Codes: Fall:0.058 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.056 Diagnosis:9ccs190:Fetal distrs | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs190:Fetal distrs:1.000 Diagnosis:9ccs64:Ot hematl dx:0.248 Diagnosis:9ccs61:Sickle cell:0.234 Diagnosis:9ccs91:Other eye dx:0.052 Diagnosis:9ccs239:Superfic inj:0.049 Diagnosis:9ccs151:Oth liver dx:0.046 Diagnosis:9ccs222:Perint jaund:0.045 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.036 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.036 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.023 Diagnosis:9ccs188:Pelvic obstr | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs188:Pelvic obstr:1.000 Newborn Diagnosis:9ccs176:Contraceptiv:0.707 Diagnosis:9ccs222:Perint jaund:0.102 Diagnosis:9ccs244:Other injury:0.089 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.070 Diagnosis:9ccs250:Nausea/vomit:0.069 Diagnosis:9ccs136:Teeth dx:0.055 Diagnosis:9ccs74:Ot mentl cnd:0.051 Diagnosis:9ccs58:Ot nutrit dx:0.048 Diagnosis:9ccs4:Mycoses:0.044 Vital: BP-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs168:PID:-0.251 Diagnosis:9ccs63:Wht blood dx:-0.251 Diagnosis:9ccs217:Ot cong anom:-0.061 Diagnosis:9ccs239:Superfic inj:0.060 Diagnosis:9ccs96:Hrt valve dx:-0.060 Diagnosis:9ccs222:Perint jaund:-0.057 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.044 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.044 Diagnosis:9ccs90:Eye infectn:-0.040 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.040 Newborn Diagnosis:9ccs176:Contraceptiv | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs176:Contraceptiv:1.000 Diagnosis:9ccs188:Pelvic obstr:0.707 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.104 Diagnosis:9ccs250:Nausea/vomit:0.103 Diagnosis:9ccs136:Teeth dx:0.084 Diagnosis:9ccs74:Ot mentl cnd:0.079 Diagnosis:9ccs222:Perint jaund:0.072 Diagnosis:9ccs198:Ot infl skin:0.067 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.049 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.049 Vital: BP-avg7to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:0.197 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.076 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.076 Diagnosis:9ccs59:Anemia:-0.063 Diagnosis:9ccs151:Oth liver dx:0.057 Diagnosis:9ccs197:Skin infectn:0.057 Diagnosis:9ccs222:Perint jaund:0.057 Diagnosis:9ccs135:Intest infct:0.041 Diagnosis:9ccs90:Eye infectn:0.040 Diagnosis:9ccs155:Other GI dx:-0.039 Diagnosis:9ccs230:Fx leg | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs230:Fx leg:1.000 Diagnosis:9ccs62:Coag/hemr dx:0.447 Diagnosis:9ccs134:Ot uppr resp:0.085 Diagnosis:9ccs239:Superfic inj:0.077 Diagnosis:9ccs133:Oth low resp:0.069 Diagnosis:9ccs125:Bronchitis:0.044 Diagnosis:9ccs253:Allergy:-0.024 Diagnosis:9ccs92:Otitis media:-0.021 Diagnosis:9ccs257:Ot aftercare:-0.021 Diagnosis:9ccs7:Viral infect:-0.021 Newborn Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs216:Nerv cong an:1.000 Diagnosis:9ccs16:Liver/ibd ca:0.707 Newborn Diagnosis:9ccs95:Oth nerv dx:0.315 Diagnosis:9ccs2:Septicemia:0.287 Diagnosis:9ccs216:Nerv cong an:0.248 Diagnosis:9ccs127:COPD:0.075 Diagnosis:9ccs250:Nausea/vomit:0.069 Diagnosis:9ccs159:UTI:0.069 Diagnosis:9ccs259:Unclassified:0.060 Diagnosis:9ccs155:Other GI dx:0.058 Vital: BP-avg5to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs145:Int obstruct:0.707 Diagnosis:9ccs214:GI cong anom:0.205 Diagnosis:9ccs209:Ot acq defor:-0.130 Newborn Diagnosis:9ccs217:Ot cong anom:-0.100 Diagnosis:9ccs213:Cardiac anom:-0.098 Diagnosis:9ccs113:Late eff CVD:0.079 Diagnosis:9ccs159:UTI:0.077 Diagnosis:9ccs94:Other ear dx:0.063 Diagnosis:9ccs74:Ot mentl cnd:-0.061 Diagnosis:9ccs217:Ot cong anom:-0.061 Lab:292208 CBC/DIFF/PLT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Lab:292208 CBC/DIFF/PLT - Sunrise:1.000 Newborn Diagnosis:9ccs213:Cardiac anom:-0.103 Diagnosis:9ccs113:Late eff CVD:0.091 Diagnosis:9ccs122:Pneumonia:0.076 Lab:295669 BILIRUBIN DIRECT - LMC:-0.071 Diagnosis:9ccs4:Mycoses:-0.065 Diagnosis:9ccs213:Cardiac anom:-0.056 Diagnosis:9ccs224:Ot perint dx:-0.055 Diagnosis:9ccs0:No DX:-0.046 Diagnosis:9ccs155:Other GI dx:0.045 Newborn Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs59:Anemia:1.000 Newborn Diagnosis:9ccs58:Ot nutrit dx:1.000 Lab:296169 RETICULOCYTE COUNT- LMC:-0.707 Diagnosis:9ccs238:Complic proc:0.447 Diagnosis:9ccs83:Epilepsy/cnv:0.241 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.163 Diagnosis:9ccs138:Esophgeal dx:0.131 Diagnosis:9ccs224:Ot perint dx:0.130 Diagnosis:9ccs250:Nausea/vomit:0.103 Diagnosis:9ccs159:UTI:0.103 Diagnosis:9ccs106:Dysrhythmia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs106:Dysrhythmia:1.000 Diagnosis:9ccs105:Conduction:0.707 Lab:292495 LEAD LEVEL - Sunrise:-0.190 Diagnosis:9ccs219:Low birth wt:0.136 Diagnosis:9ccs124:Tonsillitis:0.124 Diagnosis:9ccs47:Ot bnign neo:0.112 Diagnosis:9ccs213:Cardiac anom:0.092 Diagnosis:9ccs125:Bronchitis:0.062 Diagnosis:9ccs128:Asthma:0.062 Diagnosis:9ccs122:Pneumonia:0.057 Diagnosis:9ccs254:Rehab | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs254:Rehab:1.000 Diagnosis:9ccs212:Ot bone dx:0.288 Diagnosis:9ccs247:Lymph enlarg:0.199 Diagnosis:9ccs259:Unclassified:0.091 Diagnosis:9ccs136:Teeth dx:0.084 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs151:Oth liver dx:0.073 Number of Visits:0.060 MatDeliveryAge:0.059 Diagnosis:9ccs125:Bronchitis:0.044 Diagnosis:9ccs2604:E Codes: Fire/burn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:10ccs238:Complic proc:1.000 Diagnosis:9ccs2604:E Codes: Fire/burn:1.000 Diagnosis:9ccs204:Ot joint dx:0.377 Diagnosis:9ccs242:Poisn ot med:0.377 Diagnosis:9ccs251:Abdomnl pain:0.276 Diagnosis:9ccs167:Breast dx:0.266 Diagnosis:9ccs59:Anemia:0.083 Diagnosis:9ccs197:Skin infectn:0.073 Diagnosis:9ccs222:Perint jaund:0.072 Diagnosis:9ccs135:Intest infct:0.044 Diagnosis:9ccs2620:E Codes: Unspecified | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2620:E Codes: Unspecified:1.000 Diagnosis:10ccs58:Ot nutrit dx:0.228 Diagnosis:9ccs2603:E Codes: Fall:0.172 Diagnosis:9ccs94:Other ear dx:0.082 Diagnosis:9ccs4:Mycoses:0.071 Diagnosis:9ccs198:Ot infl skin:0.067 Diagnosis:9ccs135:Intest infct:0.044 Diagnosis:9ccs125:Bronchitis:0.044 Diagnosis:9ccs155:Other GI dx:0.041 Diagnosis:9ccs200:Oth skin dx:0.040 Diagnosis:9ccs225:Joint injury | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs225:Joint injury:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.097 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.096 Diagnosis:9ccs239:Superfic inj:0.077 Newborn Diagnosis:9ccs222:Perint jaund:0.073 Diagnosis:9ccs197:Skin infectn:0.073 Diagnosis:9ccs222:Perint jaund:0.072 Diagnosis:9ccs4:Mycoses:0.071 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.046 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.046 Diagnosis:10ccs238:Complic proc | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:10ccs238:Complic proc:1.000 Diagnosis:9ccs2604:E Codes: Fire/burn:1.000 Diagnosis:9ccs204:Ot joint dx:0.377 Diagnosis:9ccs242:Poisn ot med:0.377 Diagnosis:9ccs251:Abdomnl pain:0.276 Diagnosis:9ccs167:Breast dx:0.266 Diagnosis:9ccs59:Anemia:0.083 Diagnosis:9ccs197:Skin infectn:0.073 Diagnosis:9ccs222:Perint jaund:0.072 Diagnosis:9ccs135:Intest infct:0.044 Diagnosis:9ccs2619:e codes: other specified- nec | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2619:e codes: other specified- nec:1.000 Diagnosis:9ccs228:Fx skull fac:1.000 Diagnosis:9ccs147:Anal/rectal:0.249 Diagnosis:9ccs258:Other screen:0.178 Diagnosis:9ccs256:Exam/eval:0.085 Diagnosis:9ccs136:Teeth dx:0.084 Diagnosis:9ccs239:Superfic inj:0.077 Diagnosis:9ccs222:Perint jaund:0.072 Diagnosis:9ccs133:Oth low resp:0.069 Number of Visits:0.053 Newborn Diagnosis:9ccs197:Skin infectn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs197:Skin infectn:1.000 Diagnosis:9ccs209:Ot acq defor:0.181 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs198:Ot infl skin:0.067 Diagnosis:9ccs135:Intest infct:0.044 Diagnosis:9ccs155:Other GI dx:0.041 MatDeliveryAge:-0.031 Diagnosis:9ccs7:Viral infect:0.028 Diagnosis:9ccs253:Allergy:0.025 Diagnosis:9ccs92:Otitis media:-0.021 Diagnosis:9ccs132:Lung externl | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs132:Lung externl:1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.163 Diagnosis:9ccs128:Asthma:0.095 Diagnosis:9ccs122:Pneumonia:0.087 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs135:Intest infct:0.044 Diagnosis:9ccs125:Bronchitis:0.044 Diagnosis:9ccs90:Eye infectn:0.044 MatDeliveryAge:-0.044 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.041 Diagnosis:9ccs228:Fx skull fac | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2619:e codes: other specified- nec:1.000 Diagnosis:9ccs228:Fx skull fac:1.000 Diagnosis:9ccs147:Anal/rectal:0.249 Diagnosis:9ccs258:Other screen:0.178 Diagnosis:9ccs256:Exam/eval:0.085 Diagnosis:9ccs136:Teeth dx:0.084 Diagnosis:9ccs239:Superfic inj:0.077 Diagnosis:9ccs222:Perint jaund:0.072 Diagnosis:9ccs133:Oth low resp:0.069 Number of Visits:0.053 Diagnosis:9ccs142:Appendicitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs142:Appendicitis:1.000 Diagnosis:9ccs143:Abdom hernia:0.141 Newborn Diagnosis:9ccs217:Ot cong anom:0.137 Diagnosis:9ccs217:Ot cong anom:0.079 Diagnosis:9ccs10:Immuniz/scrn:-0.053 Diagnosis:9ccs135:Intest infct:0.044 Diagnosis:9ccs125:Bronchitis:0.044 Diagnosis:9ccs90:Eye infectn:0.044 Diagnosis:9ccs155:Other GI dx:0.041 Diagnosis:9ccs200:Oth skin dx:0.040 Diagnosis:9ccs72:Anxiety dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs72:Anxiety dx:1.000 Diagnosis:9ccs134:Ot uppr resp:0.085 Diagnosis:9ccs256:Exam/eval:0.085 Diagnosis:9ccs136:Teeth dx:0.084 Diagnosis:9ccs74:Ot mentl cnd:0.079 Diagnosis:9ccs217:Ot cong anom:0.079 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs90:Eye infectn:0.044 Number of Visits:0.043 Diagnosis:9ccs155:Other GI dx:0.041 MatDeliveryAge : 0.0256281862104 Vital : 0.739744895096 Number of Visits : 0.0160775562825 Census : 0.156755401646 Diagnosis : 0.0442331973384 Newborn Diagnosis : 0.0167465632607 Lab : 0.000814200166243 Time to run analysis 0:21:50.541033 Total Time elapsed 14:10:04.964779 ----------------------------------------------------- girls no_min no_wt_bmi gradientboost regression Running batch 1 of 7 with 16 nodes Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.702, R^2 test: 0.007 Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.804, R^2 test: -0.038 Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.757, R^2 test: 0.024 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.951, Explained Variance Score Train: 0.672 AUC Validation: 0.650, Explained Variance Score Validation: 0.024 AUC Test: 0.565, Explained Variance Score Test: -0.013 Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.634, R^2 test: -0.010 Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.861, R^2 test: -0.105 Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.814, R^2 test: -0.091 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.963, Explained Variance Score Train: 0.788 AUC Validation: 0.565, Explained Variance Score Validation: -0.016 AUC Test: 0.550, Explained Variance Score Test: -0.002 Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.523, R^2 test: -0.160 Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.742, R^2 test: -0.288 Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.669, R^2 test: -0.249 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.946, Explained Variance Score Train: 0.610 AUC Validation: 0.533, Explained Variance Score Validation: -0.145 AUC Test: 0.534, Explained Variance Score Test: 0.001 Bootstrap CV 12, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.696, R^2 test: 0.034 Bootstrap CV 12, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.871, R^2 test: 0.026 Bootstrap CV 12, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.867, R^2 test: 0.005 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.941, Explained Variance Score Train: 0.740 AUC Validation: 0.661, Explained Variance Score Validation: 0.079 AUC Test: 0.557, Explained Variance Score Test: -0.007 Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.597, R^2 test: -0.137 Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.685, R^2 test: -0.235 Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.763, R^2 test: -0.212 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.937, Explained Variance Score Train: 0.592 AUC Validation: 0.417, Explained Variance Score Validation: -0.146 AUC Test: 0.570, Explained Variance Score Test: -0.009 Bootstrap CV 10, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.567, R^2 test: -0.074 Bootstrap CV 10, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.619, R^2 test: -0.091 Bootstrap CV 10, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.689, R^2 test: -0.070 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.967, Explained Variance Score Train: 0.601 AUC Validation: 0.562, Explained Variance Score Validation: -0.003 AUC Test: 0.587, Explained Variance Score Test: 0.027 Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.738, R^2 test: -0.042 Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.795, R^2 test: -0.073 Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.802, R^2 test: -0.113 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.951, Explained Variance Score Train: 0.743 AUC Validation: 0.576, Explained Variance Score Validation: -0.066 AUC Test: 0.597, Explained Variance Score Test: -0.010 Bootstrap CV 14, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.717, R^2 test: -0.080 Bootstrap CV 14, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.762, R^2 test: -0.086 Bootstrap CV 14, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.829, R^2 test: -0.127 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.734 AUC Validation: 0.574, Explained Variance Score Validation: -0.054 AUC Test: 0.615, Explained Variance Score Test: 0.022 Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.663, R^2 test: -0.059 Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.704, R^2 test: -0.040 Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.785, R^2 test: -0.012 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.966, Explained Variance Score Train: 0.743 AUC Validation: 0.589, Explained Variance Score Validation: -0.104 AUC Test: 0.536, Explained Variance Score Test: -0.005 Bootstrap CV 13, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.748, R^2 test: -0.051 Bootstrap CV 13, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.778, R^2 test: -0.098 Bootstrap CV 13, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.765, R^2 test: -0.059 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.946, Explained Variance Score Train: 0.782 AUC Validation: 0.549, Explained Variance Score Validation: -0.083 AUC Test: 0.445, Explained Variance Score Test: -0.033 Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.714, R^2 test: -0.039 Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.829, R^2 test: -0.031 Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.882, R^2 test: -0.078 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.786 AUC Validation: 0.644, Explained Variance Score Validation: -0.053 AUC Test: 0.525, Explained Variance Score Test: -0.037 Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.648, R^2 test: -0.014 Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.693, R^2 test: 0.030 Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.713, R^2 test: -0.006 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.913, Explained Variance Score Train: 0.620 AUC Validation: 0.609, Explained Variance Score Validation: 0.030 AUC Test: 0.518, Explained Variance Score Test: -0.002 Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.524, R^2 test: -0.035 Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.531, R^2 test: -0.025 Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.772, R^2 test: -0.073 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.961, Explained Variance Score Train: 0.628 AUC Validation: 0.550, Explained Variance Score Validation: -0.050 AUC Test: 0.513, Explained Variance Score Test: -0.020 Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.739, R^2 test: -0.019 Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.777, R^2 test: -0.050 Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.830, R^2 test: -0.053 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.950, Explained Variance Score Train: 0.842 AUC Validation: 0.597, Explained Variance Score Validation: -0.048 AUC Test: 0.594, Explained Variance Score Test: 0.026 Bootstrap CV 15, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.561, R^2 test: -0.119 Bootstrap CV 15, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.632, R^2 test: -0.112 Bootstrap CV 15, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.795, R^2 test: -0.098 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.934, Explained Variance Score Train: 0.737 AUC Validation: 0.523, Explained Variance Score Validation: -0.043 AUC Test: 0.538, Explained Variance Score Test: -0.006 Bootstrap CV 11, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.676, R^2 test: -0.018 Bootstrap CV 11, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.742, R^2 test: -0.012 Bootstrap CV 11, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.808, R^2 test: -0.041 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.963, Explained Variance Score Train: 0.807 AUC Validation: 0.555, Explained Variance Score Validation: -0.012 AUC Test: 0.566, Explained Variance Score Test: -0.009 Running batch 2 of 7 with 16 nodes Bootstrap CV 19, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.575, R^2 test: -0.148 Bootstrap CV 19, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.619, R^2 test: -0.160 Bootstrap CV 19, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.678, R^2 test: -0.131 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.875, Explained Variance Score Train: 0.523 AUC Validation: 0.555, Explained Variance Score Validation: -0.020 AUC Test: 0.530, Explained Variance Score Test: -0.001 Bootstrap CV 16, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.588, R^2 test: -0.117 Bootstrap CV 16, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.736, R^2 test: -0.149 Bootstrap CV 16, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.756, R^2 test: -0.142 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.908, Explained Variance Score Train: 0.590 AUC Validation: 0.533, Explained Variance Score Validation: -0.096 AUC Test: 0.561, Explained Variance Score Test: 0.018 Bootstrap CV 23, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.594, R^2 test: -0.136 Bootstrap CV 23, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.699, R^2 test: -0.185 Bootstrap CV 23, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.766, R^2 test: -0.112 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.937, Explained Variance Score Train: 0.651 AUC Validation: 0.620, Explained Variance Score Validation: -0.036 AUC Test: 0.528, Explained Variance Score Test: 0.014 Bootstrap CV 20, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.794, R^2 test: -0.054 Bootstrap CV 20, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.842, R^2 test: -0.039 Bootstrap CV 20, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.878, R^2 test: -0.078 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.983, Explained Variance Score Train: 0.877 AUC Validation: 0.623, Explained Variance Score Validation: -0.017 AUC Test: 0.556, Explained Variance Score Test: 0.001 Bootstrap CV 28, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.593, R^2 test: -0.222 Bootstrap CV 28, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.746, R^2 test: -0.134 Bootstrap CV 28, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.816, R^2 test: -0.119 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.968, Explained Variance Score Train: 0.721 AUC Validation: 0.513, Explained Variance Score Validation: -0.006 AUC Test: 0.502, Explained Variance Score Test: 0.022 Bootstrap CV 18, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.540, R^2 test: -0.179 Bootstrap CV 18, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.621, R^2 test: -0.148 Bootstrap CV 18, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.651, R^2 test: -0.230 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.947, Explained Variance Score Train: 0.613 AUC Validation: 0.613, Explained Variance Score Validation: -0.089 AUC Test: 0.582, Explained Variance Score Test: -0.010 Bootstrap CV 29, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.784, R^2 test: 0.092 Bootstrap CV 29, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.866, R^2 test: 0.118 Bootstrap CV 29, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.904, R^2 test: 0.063 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.958, Explained Variance Score Train: 0.837 AUC Validation: 0.866, Explained Variance Score Validation: 0.152 AUC Test: 0.576, Explained Variance Score Test: -0.011 Bootstrap CV 30, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.645, R^2 test: -0.035 Bootstrap CV 30, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.715, R^2 test: -0.083 Bootstrap CV 30, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.776, R^2 test: -0.103 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.749 AUC Validation: 0.491, Explained Variance Score Validation: -0.093 AUC Test: 0.588, Explained Variance Score Test: -0.008 Bootstrap CV 31, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.626, R^2 test: -0.064 Bootstrap CV 31, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.662, R^2 test: -0.118 Bootstrap CV 31, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.793, R^2 test: -0.073 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.964, Explained Variance Score Train: 0.589 AUC Validation: 0.480, Explained Variance Score Validation: -0.036 AUC Test: 0.540, Explained Variance Score Test: 0.001 Bootstrap CV 17, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.714, R^2 test: 0.097 Bootstrap CV 17, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.751, R^2 test: 0.073 Bootstrap CV 17, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.843, R^2 test: 0.067 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.958, Explained Variance Score Train: 0.814 AUC Validation: 0.775, Explained Variance Score Validation: 0.103 AUC Test: 0.510, Explained Variance Score Test: -0.029 Bootstrap CV 21, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.745, R^2 test: -0.014 Bootstrap CV 21, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.828, R^2 test: -0.011 Bootstrap CV 21, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.794, R^2 test: -0.008 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.994, Explained Variance Score Train: 0.847 AUC Validation: 0.472, Explained Variance Score Validation: -0.030 AUC Test: 0.600, Explained Variance Score Test: 0.021 Bootstrap CV 24, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.760, R^2 test: -0.046 Bootstrap CV 24, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.794, R^2 test: -0.059 Bootstrap CV 24, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.845, R^2 test: -0.043 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.966, Explained Variance Score Train: 0.841 AUC Validation: 0.489, Explained Variance Score Validation: -0.013 AUC Test: 0.550, Explained Variance Score Test: 0.001 Bootstrap CV 25, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.773, R^2 test: 0.103 Bootstrap CV 25, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.825, R^2 test: 0.095 Bootstrap CV 25, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.871, R^2 test: 0.094 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.963, Explained Variance Score Train: 0.840 AUC Validation: 0.726, Explained Variance Score Validation: 0.093 AUC Test: 0.595, Explained Variance Score Test: 0.016 Bootstrap CV 26, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.682, R^2 test: -0.092 Bootstrap CV 26, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.739, R^2 test: -0.075 Bootstrap CV 26, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.800, R^2 test: -0.119 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.974, Explained Variance Score Train: 0.782 AUC Validation: 0.438, Explained Variance Score Validation: -0.038 AUC Test: 0.521, Explained Variance Score Test: -0.022 Bootstrap CV 27, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.652, R^2 test: -0.036 Bootstrap CV 27, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.704, R^2 test: -0.030 Bootstrap CV 27, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.765, R^2 test: -0.047 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.948, Explained Variance Score Train: 0.762 AUC Validation: 0.530, Explained Variance Score Validation: -0.005 AUC Test: 0.503, Explained Variance Score Test: -0.015 Bootstrap CV 22, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.745, R^2 test: -0.026 Bootstrap CV 22, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.855, R^2 test: -0.033 Bootstrap CV 22, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.906, R^2 test: -0.089 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.980, Explained Variance Score Train: 0.916 AUC Validation: 0.470, Explained Variance Score Validation: -0.158 AUC Test: 0.564, Explained Variance Score Test: 0.004 Running batch 3 of 7 with 16 nodes Bootstrap CV 41, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.500, R^2 test: -0.042 Bootstrap CV 41, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.683, R^2 test: -0.115 Bootstrap CV 41, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.731, R^2 test: -0.107 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.949, Explained Variance Score Train: 0.511 AUC Validation: 0.515, Explained Variance Score Validation: -0.047 AUC Test: 0.543, Explained Variance Score Test: -0.005 Bootstrap CV 38, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.630, R^2 test: -0.008 Bootstrap CV 38, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.759, R^2 test: 0.021 Bootstrap CV 38, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.714, R^2 test: -0.050 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.969, Explained Variance Score Train: 0.651 AUC Validation: 0.584, Explained Variance Score Validation: -0.009 AUC Test: 0.578, Explained Variance Score Test: 0.006 Bootstrap CV 34, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.736, R^2 test: -0.023 Bootstrap CV 34, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.848, R^2 test: -0.030 Bootstrap CV 34, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.810, R^2 test: -0.027 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.981, Explained Variance Score Train: 0.664 AUC Validation: 0.633, Explained Variance Score Validation: 0.038 AUC Test: 0.531, Explained Variance Score Test: -0.006 Bootstrap CV 45, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.713, R^2 test: -0.037 Bootstrap CV 45, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.764, R^2 test: -0.047 Bootstrap CV 45, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.788, R^2 test: -0.055 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.951, Explained Variance Score Train: 0.756 AUC Validation: 0.515, Explained Variance Score Validation: -0.012 AUC Test: 0.492, Explained Variance Score Test: -0.027 Bootstrap CV 36, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.694, R^2 test: -0.133 Bootstrap CV 36, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.743, R^2 test: -0.094 Bootstrap CV 36, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.784, R^2 test: -0.100 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.958, Explained Variance Score Train: 0.690 AUC Validation: 0.555, Explained Variance Score Validation: -0.058 AUC Test: 0.542, Explained Variance Score Test: -0.024 Bootstrap CV 35, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.633, R^2 test: -0.084 Bootstrap CV 35, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.709, R^2 test: -0.122 Bootstrap CV 35, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.789, R^2 test: -0.087 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.958, Explained Variance Score Train: 0.660 AUC Validation: 0.631, Explained Variance Score Validation: -0.031 AUC Test: 0.531, Explained Variance Score Test: 0.024 Bootstrap CV 44, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.800, R^2 test: 0.018 Bootstrap CV 44, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.851, R^2 test: -0.008 Bootstrap CV 44, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.893, R^2 test: -0.029 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.948, Explained Variance Score Train: 0.738 AUC Validation: 0.506, Explained Variance Score Validation: 0.026 AUC Test: 0.569, Explained Variance Score Test: 0.016 Bootstrap CV 33, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.691, R^2 test: 0.117 Bootstrap CV 33, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.723, R^2 test: 0.126 Bootstrap CV 33, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.740, R^2 test: 0.103 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.968, Explained Variance Score Train: 0.719 AUC Validation: 0.812, Explained Variance Score Validation: 0.129 AUC Test: 0.501, Explained Variance Score Test: -0.034 Bootstrap CV 40, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.656, R^2 test: -0.031 Bootstrap CV 40, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.686, R^2 test: -0.056 Bootstrap CV 40, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.777, R^2 test: -0.051 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.772 AUC Validation: 0.563, Explained Variance Score Validation: -0.042 AUC Test: 0.525, Explained Variance Score Test: -0.012 Bootstrap CV 46, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.639, R^2 test: -0.116 Bootstrap CV 46, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.731, R^2 test: -0.115 Bootstrap CV 46, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.789, R^2 test: -0.104 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.955, Explained Variance Score Train: 0.761 AUC Validation: 0.509, Explained Variance Score Validation: -0.014 AUC Test: 0.549, Explained Variance Score Test: -0.024 Bootstrap CV 37, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.714, R^2 test: -0.039 Bootstrap CV 37, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.825, R^2 test: -0.096 Bootstrap CV 37, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.862, R^2 test: -0.107 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.916, Explained Variance Score Train: 0.708 AUC Validation: 0.430, Explained Variance Score Validation: -0.074 AUC Test: 0.594, Explained Variance Score Test: 0.008 Bootstrap CV 47, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.664, R^2 test: -0.000 Bootstrap CV 47, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.712, R^2 test: 0.036 Bootstrap CV 47, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.714, R^2 test: 0.015 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.968, Explained Variance Score Train: 0.711 AUC Validation: 0.741, Explained Variance Score Validation: 0.040 AUC Test: 0.548, Explained Variance Score Test: -0.002 Bootstrap CV 42, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.679, R^2 test: -0.006 Bootstrap CV 42, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.821, R^2 test: -0.008 Bootstrap CV 42, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.806, R^2 test: -0.049 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.962, Explained Variance Score Train: 0.739 AUC Validation: 0.544, Explained Variance Score Validation: -0.046 AUC Test: 0.581, Explained Variance Score Test: 0.032 Bootstrap CV 32, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.683, R^2 test: -0.019 Bootstrap CV 32, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.716, R^2 test: 0.003 Bootstrap CV 32, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.852, R^2 test: 0.010 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.973, Explained Variance Score Train: 0.863 AUC Validation: 0.582, Explained Variance Score Validation: 0.060 AUC Test: 0.617, Explained Variance Score Test: 0.047 Bootstrap CV 39, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.651, R^2 test: -0.110 Bootstrap CV 39, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.717, R^2 test: -0.071 Bootstrap CV 39, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.817, R^2 test: -0.089 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.970, Explained Variance Score Train: 0.761 AUC Validation: 0.427, Explained Variance Score Validation: -0.074 AUC Test: 0.545, Explained Variance Score Test: 0.005 Bootstrap CV 43, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.731, R^2 test: 0.047 Bootstrap CV 43, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.788, R^2 test: 0.008 Bootstrap CV 43, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.834, R^2 test: -0.012 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.937, Explained Variance Score Train: 0.842 AUC Validation: 0.648, Explained Variance Score Validation: 0.013 AUC Test: 0.601, Explained Variance Score Test: 0.033 Running batch 4 of 7 with 16 nodes Bootstrap CV 48, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.850, R^2 test: -0.083 Bootstrap CV 48, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.893, R^2 test: -0.111 Bootstrap CV 48, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.906, R^2 test: -0.053 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.962, Explained Variance Score Train: 0.842 AUC Validation: 0.577, Explained Variance Score Validation: -0.093 AUC Test: 0.566, Explained Variance Score Test: -0.003 Bootstrap CV 58, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.430, R^2 test: -0.068 Bootstrap CV 58, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.458, R^2 test: -0.035 Bootstrap CV 58, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.582, R^2 test: -0.067 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.901, Explained Variance Score Train: 0.434 AUC Validation: 0.520, Explained Variance Score Validation: -0.018 AUC Test: 0.573, Explained Variance Score Test: 0.016 Bootstrap CV 51, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.608, R^2 test: -0.073 Bootstrap CV 51, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.685, R^2 test: -0.094 Bootstrap CV 51, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.822, R^2 test: -0.087 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.968, Explained Variance Score Train: 0.665 AUC Validation: 0.575, Explained Variance Score Validation: -0.091 AUC Test: 0.555, Explained Variance Score Test: 0.020 Bootstrap CV 53, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.747, R^2 test: 0.057 Bootstrap CV 53, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.810, R^2 test: 0.069 Bootstrap CV 53, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.831, R^2 test: 0.074 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.951, Explained Variance Score Train: 0.764 AUC Validation: 0.792, Explained Variance Score Validation: 0.038 AUC Test: 0.581, Explained Variance Score Test: 0.038 Bootstrap CV 57, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.721, R^2 test: -0.249 Bootstrap CV 57, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.774, R^2 test: -0.224 Bootstrap CV 57, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.770, R^2 test: -0.245 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.970, Explained Variance Score Train: 0.785 AUC Validation: 0.440, Explained Variance Score Validation: -0.175 AUC Test: 0.546, Explained Variance Score Test: -0.016 Bootstrap CV 61, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.624, R^2 test: 0.095 Bootstrap CV 61, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.665, R^2 test: 0.070 Bootstrap CV 61, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.733, R^2 test: 0.036 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.945, Explained Variance Score Train: 0.681 AUC Validation: 0.625, Explained Variance Score Validation: 0.060 AUC Test: 0.611, Explained Variance Score Test: 0.029 Bootstrap CV 54, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.652, R^2 test: -0.115 Bootstrap CV 54, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.805, R^2 test: -0.159 Bootstrap CV 54, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.902, R^2 test: -0.179 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.996, Explained Variance Score Train: 0.728 AUC Validation: 0.605, Explained Variance Score Validation: -0.078 AUC Test: 0.525, Explained Variance Score Test: -0.043 Bootstrap CV 59, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.591, R^2 test: 0.069 Bootstrap CV 59, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.644, R^2 test: 0.056 Bootstrap CV 59, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.679, R^2 test: 0.079 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.942, Explained Variance Score Train: 0.626 AUC Validation: 0.683, Explained Variance Score Validation: 0.059 AUC Test: 0.585, Explained Variance Score Test: 0.021 Bootstrap CV 56, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.676, R^2 test: -0.058 Bootstrap CV 56, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.680, R^2 test: -0.036 Bootstrap CV 56, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.757, R^2 test: -0.017 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.743 AUC Validation: 0.518, Explained Variance Score Validation: -0.056 AUC Test: 0.624, Explained Variance Score Test: 0.024 Bootstrap CV 55, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.632, R^2 test: 0.004 Bootstrap CV 55, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.635, R^2 test: -0.004 Bootstrap CV 55, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.672, R^2 test: 0.043 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.954, Explained Variance Score Train: 0.544 AUC Validation: 0.557, Explained Variance Score Validation: -0.005 AUC Test: 0.572, Explained Variance Score Test: 0.019 Bootstrap CV 49, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.678, R^2 test: -0.051 Bootstrap CV 49, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.755, R^2 test: -0.043 Bootstrap CV 49, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.756, R^2 test: -0.052 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.958, Explained Variance Score Train: 0.703 AUC Validation: 0.483, Explained Variance Score Validation: -0.043 AUC Test: 0.490, Explained Variance Score Test: -0.071 Bootstrap CV 50, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.785, R^2 test: -0.114 Bootstrap CV 50, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.810, R^2 test: -0.063 Bootstrap CV 50, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.866, R^2 test: -0.105 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.964, Explained Variance Score Train: 0.804 AUC Validation: 0.543, Explained Variance Score Validation: -0.057 AUC Test: 0.562, Explained Variance Score Test: 0.002 Bootstrap CV 63, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.596, R^2 test: -0.016 Bootstrap CV 63, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.791, R^2 test: -0.054 Bootstrap CV 63, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.844, R^2 test: -0.086 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.989, Explained Variance Score Train: 0.826 AUC Validation: 0.464, Explained Variance Score Validation: -0.079 AUC Test: 0.585, Explained Variance Score Test: 0.012 Bootstrap CV 62, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.678, R^2 test: -0.064 Bootstrap CV 62, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.706, R^2 test: -0.070 Bootstrap CV 62, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.746, R^2 test: -0.107 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.958, Explained Variance Score Train: 0.745 AUC Validation: 0.427, Explained Variance Score Validation: -0.099 AUC Test: 0.618, Explained Variance Score Test: 0.027 Bootstrap CV 52, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.664, R^2 test: 0.001 Bootstrap CV 52, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.785, R^2 test: -0.010 Bootstrap CV 52, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.833, R^2 test: 0.021 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.901 AUC Validation: 0.651, Explained Variance Score Validation: 0.033 AUC Test: 0.580, Explained Variance Score Test: 0.020 Bootstrap CV 60, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.833, R^2 test: -0.118 Bootstrap CV 60, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.883, R^2 test: -0.125 Bootstrap CV 60, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.930, R^2 test: -0.121 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.985, Explained Variance Score Train: 0.886 AUC Validation: 0.607, Explained Variance Score Validation: -0.008 AUC Test: 0.549, Explained Variance Score Test: 0.016 Running batch 5 of 7 with 16 nodes Bootstrap CV 65, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.603, R^2 test: -0.009 Bootstrap CV 65, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.652, R^2 test: -0.036 Bootstrap CV 65, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.644, R^2 test: -0.046 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.918, Explained Variance Score Train: 0.570 AUC Validation: 0.510, Explained Variance Score Validation: -0.017 AUC Test: 0.520, Explained Variance Score Test: -0.008 Bootstrap CV 73, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.783, R^2 test: 0.111 Bootstrap CV 73, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.901, R^2 test: 0.075 Bootstrap CV 73, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.876, R^2 test: 0.067 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.829 AUC Validation: 0.614, Explained Variance Score Validation: 0.065 AUC Test: 0.574, Explained Variance Score Test: -0.017 Bootstrap CV 72, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.799, R^2 test: -0.062 Bootstrap CV 72, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.837, R^2 test: -0.066 Bootstrap CV 72, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.885, R^2 test: -0.063 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.926, Explained Variance Score Train: 0.784 AUC Validation: 0.604, Explained Variance Score Validation: -0.021 AUC Test: 0.519, Explained Variance Score Test: -0.013 Bootstrap CV 70, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.670, R^2 test: -0.076 Bootstrap CV 70, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.733, R^2 test: -0.056 Bootstrap CV 70, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.733, R^2 test: -0.033 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.935, Explained Variance Score Train: 0.712 AUC Validation: 0.597, Explained Variance Score Validation: -0.044 AUC Test: 0.515, Explained Variance Score Test: -0.017 Bootstrap CV 77, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.604, R^2 test: 0.017 Bootstrap CV 77, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.795, R^2 test: 0.057 Bootstrap CV 77, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.873, R^2 test: 0.079 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.981, Explained Variance Score Train: 0.794 AUC Validation: 0.730, Explained Variance Score Validation: 0.080 AUC Test: 0.525, Explained Variance Score Test: -0.045 Bootstrap CV 79, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.531, R^2 test: -0.037 Bootstrap CV 79, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.704, R^2 test: -0.006 Bootstrap CV 79, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.694, R^2 test: 0.010 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.937, Explained Variance Score Train: 0.697 AUC Validation: 0.634, Explained Variance Score Validation: 0.028 AUC Test: 0.586, Explained Variance Score Test: 0.018 Bootstrap CV 75, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.739, R^2 test: -0.060 Bootstrap CV 75, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.841, R^2 test: -0.058 Bootstrap CV 75, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.895, R^2 test: -0.095 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.976, Explained Variance Score Train: 0.820 AUC Validation: 0.502, Explained Variance Score Validation: -0.002 AUC Test: 0.543, Explained Variance Score Test: -0.011 Bootstrap CV 67, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.666, R^2 test: -0.071 Bootstrap CV 67, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.735, R^2 test: -0.083 Bootstrap CV 67, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.841, R^2 test: -0.106 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.972, Explained Variance Score Train: 0.721 AUC Validation: 0.595, Explained Variance Score Validation: -0.034 AUC Test: 0.446, Explained Variance Score Test: -0.075 Bootstrap CV 76, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.741, R^2 test: -0.008 Bootstrap CV 76, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.824, R^2 test: -0.021 Bootstrap CV 76, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.857, R^2 test: 0.000 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.969, Explained Variance Score Train: 0.845 AUC Validation: 0.512, Explained Variance Score Validation: -0.014 AUC Test: 0.500, Explained Variance Score Test: -0.003 Bootstrap CV 69, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.649, R^2 test: 0.033 Bootstrap CV 69, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.742, R^2 test: 0.026 Bootstrap CV 69, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.752, R^2 test: 0.061 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.938, Explained Variance Score Train: 0.699 AUC Validation: 0.703, Explained Variance Score Validation: 0.090 AUC Test: 0.606, Explained Variance Score Test: -0.027 Bootstrap CV 66, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.780, R^2 test: -0.045 Bootstrap CV 66, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.854, R^2 test: 0.006 Bootstrap CV 66, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.882, R^2 test: -0.010 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.979, Explained Variance Score Train: 0.867 AUC Validation: 0.562, Explained Variance Score Validation: -0.017 AUC Test: 0.589, Explained Variance Score Test: 0.028 Bootstrap CV 71, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.708, R^2 test: -0.012 Bootstrap CV 71, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.760, R^2 test: -0.003 Bootstrap CV 71, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.828, R^2 test: 0.006 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.958, Explained Variance Score Train: 0.829 AUC Validation: 0.531, Explained Variance Score Validation: 0.048 AUC Test: 0.516, Explained Variance Score Test: -0.059 Bootstrap CV 78, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.647, R^2 test: -0.115 Bootstrap CV 78, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.679, R^2 test: -0.090 Bootstrap CV 78, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.785, R^2 test: -0.164 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.979, Explained Variance Score Train: 0.758 AUC Validation: 0.498, Explained Variance Score Validation: -0.127 AUC Test: 0.522, Explained Variance Score Test: -0.022 Bootstrap CV 64, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.546, R^2 test: -0.038 Bootstrap CV 64, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.615, R^2 test: -0.060 Bootstrap CV 64, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.626, R^2 test: -0.031 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.915, Explained Variance Score Train: 0.695 AUC Validation: 0.516, Explained Variance Score Validation: -0.072 AUC Test: 0.520, Explained Variance Score Test: -0.035 Bootstrap CV 74, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.650, R^2 test: 0.055 Bootstrap CV 74, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.764, R^2 test: 0.057 Bootstrap CV 74, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.789, R^2 test: 0.051 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.945, Explained Variance Score Train: 0.771 AUC Validation: 0.718, Explained Variance Score Validation: 0.051 AUC Test: 0.563, Explained Variance Score Test: 0.028 Bootstrap CV 68, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.778, R^2 test: -0.047 Bootstrap CV 68, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.836, R^2 test: -0.093 Bootstrap CV 68, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.858, R^2 test: -0.065 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.977, Explained Variance Score Train: 0.904 AUC Validation: 0.385, Explained Variance Score Validation: -0.114 AUC Test: 0.523, Explained Variance Score Test: -0.040 Running batch 6 of 7 with 16 nodes Bootstrap CV 91, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.695, R^2 test: 0.048 Bootstrap CV 91, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.730, R^2 test: 0.072 Bootstrap CV 91, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.764, R^2 test: 0.044 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.960, Explained Variance Score Train: 0.658 AUC Validation: 0.605, Explained Variance Score Validation: 0.070 AUC Test: 0.533, Explained Variance Score Test: -0.005 Bootstrap CV 92, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.534, R^2 test: -0.010 Bootstrap CV 92, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.683, R^2 test: -0.006 Bootstrap CV 92, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.773, R^2 test: -0.036 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.948, Explained Variance Score Train: 0.599 AUC Validation: 0.664, Explained Variance Score Validation: 0.023 AUC Test: 0.537, Explained Variance Score Test: -0.011 Bootstrap CV 87, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.716, R^2 test: 0.008 Bootstrap CV 87, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.811, R^2 test: -0.029 Bootstrap CV 87, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.842, R^2 test: 0.004 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.964, Explained Variance Score Train: 0.796 AUC Validation: 0.554, Explained Variance Score Validation: -0.007 AUC Test: 0.545, Explained Variance Score Test: 0.005 Bootstrap CV 82, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.707, R^2 test: 0.010 Bootstrap CV 82, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.796, R^2 test: 0.002 Bootstrap CV 82, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.877, R^2 test: 0.032 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.943, Explained Variance Score Train: 0.683 AUC Validation: 0.677, Explained Variance Score Validation: 0.039 AUC Test: 0.497, Explained Variance Score Test: -0.037 Bootstrap CV 85, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.608, R^2 test: 0.084 Bootstrap CV 85, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.698, R^2 test: 0.080 Bootstrap CV 85, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.704, R^2 test: 0.057 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.952, Explained Variance Score Train: 0.649 AUC Validation: 0.650, Explained Variance Score Validation: 0.067 AUC Test: 0.578, Explained Variance Score Test: 0.028 Bootstrap CV 84, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.488, R^2 test: -0.025 Bootstrap CV 84, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.587, R^2 test: -0.062 Bootstrap CV 84, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.755, R^2 test: -0.076 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.926, Explained Variance Score Train: 0.501 AUC Validation: 0.627, Explained Variance Score Validation: 0.009 AUC Test: 0.511, Explained Variance Score Test: -0.036 Bootstrap CV 86, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.547, R^2 test: -0.088 Bootstrap CV 86, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.650, R^2 test: -0.102 Bootstrap CV 86, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.651, R^2 test: -0.074 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.947, Explained Variance Score Train: 0.545 AUC Validation: 0.556, Explained Variance Score Validation: -0.041 AUC Test: 0.515, Explained Variance Score Test: -0.024 Bootstrap CV 81, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.700, R^2 test: -0.051 Bootstrap CV 81, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.811, R^2 test: -0.052 Bootstrap CV 81, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.876, R^2 test: -0.076 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.982, Explained Variance Score Train: 0.850 AUC Validation: 0.397, Explained Variance Score Validation: -0.036 AUC Test: 0.556, Explained Variance Score Test: -0.008 Bootstrap CV 88, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.754, R^2 test: -0.167 Bootstrap CV 88, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.796, R^2 test: -0.183 Bootstrap CV 88, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.828, R^2 test: -0.178 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.962, Explained Variance Score Train: 0.807 AUC Validation: 0.536, Explained Variance Score Validation: -0.075 AUC Test: 0.586, Explained Variance Score Test: -0.002 Bootstrap CV 95, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.774, R^2 test: -0.046 Bootstrap CV 95, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.865, R^2 test: -0.087 Bootstrap CV 95, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.872, R^2 test: -0.042 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.943, Explained Variance Score Train: 0.763 AUC Validation: 0.451, Explained Variance Score Validation: -0.045 AUC Test: 0.550, Explained Variance Score Test: -0.004 Bootstrap CV 93, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.651, R^2 test: -0.056 Bootstrap CV 93, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.761, R^2 test: -0.063 Bootstrap CV 93, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.835, R^2 test: -0.045 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.949, Explained Variance Score Train: 0.810 AUC Validation: 0.366, Explained Variance Score Validation: -0.025 AUC Test: 0.492, Explained Variance Score Test: -0.056 Bootstrap CV 80, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.712, R^2 test: -0.017 Bootstrap CV 80, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.788, R^2 test: -0.046 Bootstrap CV 80, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.816, R^2 test: -0.018 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.966, Explained Variance Score Train: 0.822 AUC Validation: 0.597, Explained Variance Score Validation: -0.047 AUC Test: 0.539, Explained Variance Score Test: -0.020 Bootstrap CV 90, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.623, R^2 test: 0.036 Bootstrap CV 90, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.717, R^2 test: 0.008 Bootstrap CV 90, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.758, R^2 test: 0.018 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.790 AUC Validation: 0.659, Explained Variance Score Validation: 0.024 AUC Test: 0.612, Explained Variance Score Test: 0.006 Bootstrap CV 89, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.629, R^2 test: 0.034 Bootstrap CV 89, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.699, R^2 test: 0.032 Bootstrap CV 89, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.731, R^2 test: 0.062 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.961, Explained Variance Score Train: 0.835 AUC Validation: 0.743, Explained Variance Score Validation: 0.130 AUC Test: 0.578, Explained Variance Score Test: -0.009 Bootstrap CV 94, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.787, R^2 test: -0.005 Bootstrap CV 94, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.870, R^2 test: 0.023 Bootstrap CV 94, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.927, R^2 test: -0.032 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.994, Explained Variance Score Train: 0.905 AUC Validation: 0.624, Explained Variance Score Validation: 0.044 AUC Test: 0.570, Explained Variance Score Test: 0.009 Bootstrap CV 83, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.746, R^2 test: -0.061 Bootstrap CV 83, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.752, R^2 test: -0.078 Bootstrap CV 83, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.815, R^2 test: -0.058 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.988, Explained Variance Score Train: 0.851 AUC Validation: 0.580, Explained Variance Score Validation: -0.053 AUC Test: 0.531, Explained Variance Score Test: 0.015 Running batch 7 of 7 with 4 nodes Bootstrap CV 96, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.694, R^2 test: -0.064 Bootstrap CV 96, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.759, R^2 test: -0.076 Bootstrap CV 96, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.784, R^2 test: -0.073 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.965, Explained Variance Score Train: 0.703 AUC Validation: 0.540, Explained Variance Score Validation: -0.005 AUC Test: 0.563, Explained Variance Score Test: 0.044 Bootstrap CV 97, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.721, R^2 test: -0.090 Bootstrap CV 97, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.735, R^2 test: -0.151 Bootstrap CV 97, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.882, R^2 test: -0.164 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.987, Explained Variance Score Train: 0.854 AUC Validation: 0.526, Explained Variance Score Validation: -0.027 AUC Test: 0.629, Explained Variance Score Test: 0.019 Bootstrap CV 99, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.699, R^2 test: -0.014 Bootstrap CV 99, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.802, R^2 test: -0.037 Bootstrap CV 99, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.797, R^2 test: -0.075 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.982, Explained Variance Score Train: 0.814 AUC Validation: 0.592, Explained Variance Score Validation: -0.067 AUC Test: 0.596, Explained Variance Score Test: 0.029 Bootstrap CV 98, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.761, R^2 test: -0.111 Bootstrap CV 98, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.814, R^2 test: -0.140 Bootstrap CV 98, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.793, R^2 test: -0.137 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.980, Explained Variance Score Train: 0.810 AUC Validation: 0.524, Explained Variance Score Validation: -0.094 AUC Test: 0.612, Explained Variance Score Test: 0.048 total Variables 1918 and total subjects: 1698 ->AUC validation: 0.573 95% CI: [0.555 , 0.591] ->AUC test: 0.553 95% CI: [0.545 , 0.560] ->R^2 validation: -0.019 95% CI: [-0.032 , -0.007] ->R^2 test: -0.002 95% CI: [-0.007 , 0.003] ->Explained Variance validation: -0.043 95% CI: [-0.057 , -0.029] ->Explained Variance test: -0.029 95% CI: [-0.036 , -0.023] Test set metrics: @threshold:2.076, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:1.076, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:0.882, sens:0.000, spec:0.996, ppv:0.000, acc:0.835, f1:0.000, mcc:-0.026, total+:1, total-:338 @threshold:0.565, sens:0.018, spec:0.979, ppv:0.143, acc:0.823, f1:0.032, mcc:-0.001, total+:7, total-:332 @threshold:0.513, sens:0.036, spec:0.975, ppv:0.222, acc:0.823, f1:0.062, mcc:0.004, total+:9, total-:330 @threshold:0.503, sens:0.055, spec:0.968, ppv:0.250, acc:0.820, f1:0.090, mcc:0.006, total+:12, total-:327 @threshold:0.494, sens:0.055, spec:0.965, ppv:0.231, acc:0.817, f1:0.088, mcc:0.004, total+:13, total-:326 @threshold:0.453, sens:0.073, spec:0.961, ppv:0.267, acc:0.817, f1:0.114, mcc:0.006, total+:15, total-:324 @threshold:0.437, sens:0.091, spec:0.958, ppv:0.294, acc:0.817, f1:0.139, mcc:0.008, total+:17, total-:322 @threshold:0.433, sens:0.109, spec:0.958, ppv:0.333, acc:0.820, f1:0.164, mcc:0.010, total+:18, total-:321 @threshold:0.422, sens:0.109, spec:0.954, ppv:0.316, acc:0.817, f1:0.162, mcc:0.009, total+:19, total-:320 @threshold:0.415, sens:0.127, spec:0.951, ppv:0.333, acc:0.817, f1:0.184, mcc:0.009, total+:21, total-:318 @threshold:0.393, sens:0.127, spec:0.947, ppv:0.318, acc:0.814, f1:0.182, mcc:0.008, total+:22, total-:317 @threshold:0.374, sens:0.145, spec:0.940, ppv:0.320, acc:0.811, f1:0.200, mcc:0.008, total+:25, total-:314 @threshold:0.374, sens:0.145, spec:0.937, ppv:0.308, acc:0.808, f1:0.198, mcc:0.007, total+:26, total-:313 @threshold:0.357, sens:0.164, spec:0.923, ppv:0.290, acc:0.799, f1:0.209, mcc:0.006, total+:31, total-:308 @threshold:0.340, sens:0.164, spec:0.919, ppv:0.281, acc:0.796, f1:0.207, mcc:0.005, total+:32, total-:307 @threshold:0.330, sens:0.182, spec:0.915, ppv:0.294, acc:0.796, f1:0.225, mcc:0.006, total+:34, total-:305 @threshold:0.312, sens:0.182, spec:0.912, ppv:0.286, acc:0.794, f1:0.222, mcc:0.005, total+:35, total-:304 @threshold:0.309, sens:0.200, spec:0.912, ppv:0.306, acc:0.796, f1:0.242, mcc:0.006, total+:36, total-:303 @threshold:0.307, sens:0.200, spec:0.908, ppv:0.297, acc:0.794, f1:0.239, mcc:0.006, total+:37, total-:302 @threshold:0.299, sens:0.218, spec:0.905, ppv:0.308, acc:0.794, f1:0.255, mcc:0.006, total+:39, total-:300 @threshold:0.293, sens:0.218, spec:0.901, ppv:0.300, acc:0.791, f1:0.253, mcc:0.006, total+:40, total-:299 @threshold:0.246, sens:0.236, spec:0.873, ppv:0.265, acc:0.770, f1:0.250, mcc:0.004, total+:49, total-:290 @threshold:0.237, sens:0.255, spec:0.870, ppv:0.275, acc:0.770, f1:0.264, mcc:0.004, total+:51, total-:288 @threshold:0.205, sens:0.273, spec:0.863, ppv:0.278, acc:0.767, f1:0.275, mcc:0.004, total+:54, total-:285 @threshold:0.200, sens:0.273, spec:0.859, ppv:0.273, acc:0.764, f1:0.273, mcc:0.004, total+:55, total-:284 @threshold:0.183, sens:0.291, spec:0.849, ppv:0.271, acc:0.758, f1:0.281, mcc:0.004, total+:59, total-:280 @threshold:0.175, sens:0.291, spec:0.845, ppv:0.267, acc:0.755, f1:0.278, mcc:0.004, total+:60, total-:279 @threshold:0.123, sens:0.309, spec:0.806, ppv:0.236, acc:0.726, f1:0.268, mcc:0.002, total+:72, total-:267 @threshold:0.117, sens:0.327, spec:0.803, ppv:0.243, acc:0.726, f1:0.279, mcc:0.002, total+:74, total-:265 @threshold:0.112, sens:0.345, spec:0.803, ppv:0.253, acc:0.729, f1:0.292, mcc:0.003, total+:75, total-:264 @threshold:0.099, sens:0.382, spec:0.799, ppv:0.269, acc:0.732, f1:0.316, mcc:0.003, total+:78, total-:261 @threshold:0.064, sens:0.400, spec:0.764, ppv:0.247, acc:0.705, f1:0.306, mcc:0.003, total+:89, total-:250 @threshold:0.062, sens:0.400, spec:0.761, ppv:0.244, acc:0.702, f1:0.303, mcc:0.002, total+:90, total-:249 @threshold:0.059, sens:0.418, spec:0.754, ppv:0.247, acc:0.699, f1:0.311, mcc:0.003, total+:93, total-:246 @threshold:0.057, sens:0.418, spec:0.750, ppv:0.245, acc:0.696, f1:0.309, mcc:0.002, total+:94, total-:245 @threshold:0.056, sens:0.436, spec:0.750, ppv:0.253, acc:0.699, f1:0.320, mcc:0.003, total+:95, total-:244 @threshold:0.055, sens:0.436, spec:0.746, ppv:0.250, acc:0.696, f1:0.318, mcc:0.003, total+:96, total-:243 @threshold:0.009, sens:0.455, spec:0.704, ppv:0.229, acc:0.664, f1:0.305, mcc:0.002, total+:109, total-:230 @threshold:0.008, sens:0.455, spec:0.701, ppv:0.227, acc:0.661, f1:0.303, mcc:0.002, total+:110, total-:229 @threshold:-0.029, sens:0.473, spec:0.662, ppv:0.213, acc:0.631, f1:0.294, mcc:0.001, total+:122, total-:217 @threshold:-0.035, sens:0.473, spec:0.658, ppv:0.211, acc:0.628, f1:0.292, mcc:0.001, total+:123, total-:216 @threshold:-0.042, sens:0.491, spec:0.651, ppv:0.214, acc:0.625, f1:0.298, mcc:0.001, total+:126, total-:213 @threshold:-0.043, sens:0.491, spec:0.648, ppv:0.213, acc:0.622, f1:0.297, mcc:0.001, total+:127, total-:212 @threshold:-0.074, sens:0.509, spec:0.623, ppv:0.207, acc:0.605, f1:0.295, mcc:0.001, total+:135, total-:204 @threshold:-0.079, sens:0.509, spec:0.620, ppv:0.206, acc:0.602, f1:0.293, mcc:0.001, total+:136, total-:203 @threshold:-0.093, sens:0.527, spec:0.602, ppv:0.204, acc:0.590, f1:0.294, mcc:0.001, total+:142, total-:197 @threshold:-0.093, sens:0.527, spec:0.599, ppv:0.203, acc:0.587, f1:0.293, mcc:0.001, total+:143, total-:196 @threshold:-0.104, sens:0.545, spec:0.588, ppv:0.204, acc:0.581, f1:0.297, mcc:0.001, total+:147, total-:192 @threshold:-0.105, sens:0.545, spec:0.585, ppv:0.203, acc:0.578, f1:0.296, mcc:0.001, total+:148, total-:191 @threshold:-0.116, sens:0.564, spec:0.556, ppv:0.197, acc:0.558, f1:0.292, mcc:0.001, total+:157, total-:182 @threshold:-0.117, sens:0.564, spec:0.553, ppv:0.196, acc:0.555, f1:0.291, mcc:0.001, total+:158, total-:181 @threshold:-0.126, sens:0.582, spec:0.549, ppv:0.200, acc:0.555, f1:0.298, mcc:0.001, total+:160, total-:179 @threshold:-0.129, sens:0.600, spec:0.546, ppv:0.204, acc:0.555, f1:0.304, mcc:0.001, total+:162, total-:177 @threshold:-0.139, sens:0.618, spec:0.539, ppv:0.206, acc:0.552, f1:0.309, mcc:0.001, total+:165, total-:174 @threshold:-0.139, sens:0.618, spec:0.535, ppv:0.205, acc:0.549, f1:0.308, mcc:0.001, total+:166, total-:173 @threshold:-0.175, sens:0.636, spec:0.479, ppv:0.191, acc:0.504, f1:0.294, mcc:0.001, total+:183, total-:156 @threshold:-0.178, sens:0.636, spec:0.475, ppv:0.190, acc:0.501, f1:0.293, mcc:0.001, total+:184, total-:155 @threshold:-0.193, sens:0.655, spec:0.461, ppv:0.190, acc:0.493, f1:0.295, mcc:0.001, total+:189, total-:150 @threshold:-0.198, sens:0.673, spec:0.458, ppv:0.194, acc:0.493, f1:0.301, mcc:0.001, total+:191, total-:148 @threshold:-0.200, sens:0.691, spec:0.458, ppv:0.198, acc:0.496, f1:0.308, mcc:0.001, total+:192, total-:147 @threshold:-0.201, sens:0.691, spec:0.454, ppv:0.197, acc:0.493, f1:0.306, mcc:0.001, total+:193, total-:146 @threshold:-0.215, sens:0.709, spec:0.433, ppv:0.195, acc:0.478, f1:0.306, mcc:0.001, total+:200, total-:139 @threshold:-0.216, sens:0.709, spec:0.430, ppv:0.194, acc:0.475, f1:0.305, mcc:0.001, total+:201, total-:138 @threshold:-0.243, sens:0.727, spec:0.394, ppv:0.189, acc:0.448, f1:0.300, mcc:0.001, total+:212, total-:127 @threshold:-0.244, sens:0.727, spec:0.391, ppv:0.188, acc:0.445, f1:0.299, mcc:0.001, total+:213, total-:126 @threshold:-0.256, sens:0.745, spec:0.380, ppv:0.189, acc:0.440, f1:0.301, mcc:0.001, total+:217, total-:122 @threshold:-0.265, sens:0.745, spec:0.377, ppv:0.188, acc:0.437, f1:0.300, mcc:0.001, total+:218, total-:121 @threshold:-0.270, sens:0.764, spec:0.377, ppv:0.192, acc:0.440, f1:0.307, mcc:0.001, total+:219, total-:120 @threshold:-0.272, sens:0.764, spec:0.373, ppv:0.191, acc:0.437, f1:0.305, mcc:0.001, total+:220, total-:119 @threshold:-0.377, sens:0.782, spec:0.232, ppv:0.165, acc:0.322, f1:0.272, mcc:0.000, total+:261, total-:78 @threshold:-0.378, sens:0.782, spec:0.229, ppv:0.164, acc:0.319, f1:0.271, mcc:0.000, total+:262, total-:77 @threshold:-0.410, sens:0.800, spec:0.197, ppv:0.162, acc:0.295, f1:0.269, mcc:-0.000, total+:272, total-:67 @threshold:-0.412, sens:0.800, spec:0.194, ppv:0.161, acc:0.292, f1:0.268, mcc:-0.000, total+:273, total-:66 @threshold:-0.448, sens:0.818, spec:0.162, ppv:0.159, acc:0.268, f1:0.266, mcc:-0.000, total+:283, total-:56 @threshold:-0.449, sens:0.818, spec:0.158, ppv:0.158, acc:0.265, f1:0.265, mcc:-0.000, total+:284, total-:55 @threshold:-0.451, sens:0.836, spec:0.158, ppv:0.161, acc:0.268, f1:0.271, mcc:-0.000, total+:285, total-:54 @threshold:-0.451, sens:0.836, spec:0.155, ppv:0.161, acc:0.265, f1:0.270, mcc:-0.000, total+:286, total-:53 @threshold:-0.478, sens:0.855, spec:0.137, ppv:0.161, acc:0.254, f1:0.271, mcc:-0.000, total+:292, total-:47 @threshold:-0.481, sens:0.855, spec:0.134, ppv:0.160, acc:0.251, f1:0.270, mcc:-0.000, total+:293, total-:46 @threshold:-0.494, sens:0.873, spec:0.123, ppv:0.162, acc:0.245, f1:0.273, mcc:-0.000, total+:297, total-:42 @threshold:-0.506, sens:0.873, spec:0.120, ppv:0.161, acc:0.242, f1:0.272, mcc:-0.000, total+:298, total-:41 @threshold:-0.546, sens:0.891, spec:0.088, ppv:0.159, acc:0.218, f1:0.270, mcc:-0.000, total+:308, total-:31 @threshold:-0.548, sens:0.891, spec:0.085, ppv:0.159, acc:0.215, f1:0.269, mcc:-0.000, total+:309, total-:30 @threshold:-0.562, sens:0.909, spec:0.081, ppv:0.161, acc:0.215, f1:0.273, mcc:-0.000, total+:311, total-:28 @threshold:-0.607, sens:0.927, spec:0.077, ppv:0.163, acc:0.215, f1:0.277, mcc:0.000, total+:313, total-:26 @threshold:-0.637, sens:0.945, spec:0.063, ppv:0.164, acc:0.206, f1:0.279, mcc:0.000, total+:318, total-:21 @threshold:-0.646, sens:0.945, spec:0.060, ppv:0.163, acc:0.204, f1:0.278, mcc:0.000, total+:319, total-:20 @threshold:-0.659, sens:0.964, spec:0.049, ppv:0.164, acc:0.198, f1:0.280, mcc:0.000, total+:323, total-:16 @threshold:-0.663, sens:0.964, spec:0.046, ppv:0.164, acc:0.195, f1:0.280, mcc:0.000, total+:324, total-:15 @threshold:-0.833, sens:0.982, spec:0.004, ppv:0.160, acc:0.162, f1:0.276, mcc:-0.006, total+:337, total-:2 @threshold:-0.847, sens:0.982, spec:0.000, ppv:0.160, acc:0.159, f1:0.275, mcc:0.000, total+:338, total-:1 Vital: Temp-avg10to13 | coef 0.018 95% CI: [0.015 , 0.020] | OR_adj 1.018 [1.015 1.021] | occ: 1399 | OR_unadj: 1.016 [0.764 1.351] | indivs AUC:0.560 Correlated most with: Diagnosis:9ccs175:Ot femal gen:-0.199 Diagnosis:9ccs223:Birth trauma:-0.120 Diagnosis:9ccs247:Lymph enlarg:-0.090 Newborn Diagnosis:9ccs259:Unclassified:-0.079 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:-0.079 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:-0.079 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.071 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.070 MatDeliveryAge:-0.070 Diagnosis:9ccs259:Unclassified:-0.067 Vital: Ht Percentile-gain16to24 | coef 0.016 95% CI: [0.013 , 0.019] | OR_adj 1.016 [1.014 1.019] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.554 Correlated most with: Diagnosis:9ccs0:No DX:0.102 Diagnosis:9ccs258:Other screen:-0.095 Diagnosis:9ccs51:Ot endo dsor:-0.076 Lab:296169 RETICULOCYTE COUNT- LMC:-0.074 Diagnosis:9ccs259:Unclassified:0.067 Newborn Diagnosis:9ccs224:Ot perint dx:-0.066 Diagnosis:9ccs213:Cardiac anom:-0.065 Lab:294203 BILIRUBIN TOTAL - LMC:-0.062 Diagnosis:9ccs8:Oth infectns:0.061 Diagnosis:9ccs168:PID:-0.061 Vital: Temp-avg5to7 | coef 0.016 95% CI: [0.014 , 0.017] | OR_adj 1.016 [1.014 1.018] | occ: 1315 | OR_unadj: 1.008 [0.763 1.331] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs94:Other ear dx:0.078 Diagnosis:9ccs123:Influenza:0.061 Diagnosis:9ccs234:Crush injury:0.060 Diagnosis:9ccs90:Eye infectn:0.056 Diagnosis:9ccs134:Ot uppr resp:0.055 Number of Visits:0.054 Diagnosis:9ccs151:Oth liver dx:0.052 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.052 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.052 Diagnosis:9ccs219:Low birth wt:-0.052 Vital: Temp-avg0to1 | coef 0.014 95% CI: [0.013 , 0.016] | OR_adj 1.015 [1.013 1.016] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.490 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.092 Diagnosis:9ccs118:Phlebitis:0.071 Newborn Diagnosis:9ccs214:GI cong anom:-0.064 Diagnosis:9ccs76:Meningitis:0.063 Diagnosis:9ccs216:Nerv cong an:0.063 Diagnosis:9ccs58:Ot nutrit dx:-0.063 Diagnosis:9ccs7:Viral infect:-0.061 Diagnosis:9ccs120:Hemmorhoids:-0.057 Diagnosis:9ccs92:Otitis media:0.057 Diagnosis:9ccs214:GI cong anom:0.056 Vital: Temp-avg19to24 | coef 0.014 95% CI: [0.012 , 0.016] | OR_adj 1.014 [1.012 1.016] | occ: 1373 | OR_unadj: 1.181 [0.894 1.561] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs133:Oth low resp:-0.092 Lab:294495 LEAD, BLOOD - LMC:0.081 Diagnosis:9ccs154:Gastroent:-0.068 Diagnosis:9ccs92:Otitis media:0.066 Diagnosis:9ccs10:Immuniz/scrn:-0.065 Diagnosis:9ccs238:Complic proc:0.065 Diagnosis:9ccs254:Rehab:0.062 Diagnosis:9ccs200:Oth skin dx:-0.060 Diagnosis:9ccs242:Poisn ot med:-0.055 Diagnosis:9ccs125:Bronchitis:0.055 Vital: Temp-avg3to5 | coef 0.014 95% CI: [0.012 , 0.015] | OR_adj 1.014 [1.012 1.015] | occ: 1313 | OR_unadj: 0.989 [0.753 1.299] | indivs AUC:0.470 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.102 Number of Visits:0.090 Diagnosis:9ccs229:Fx arm:-0.067 Diagnosis:9ccs246:FUO:0.064 Diagnosis:9ccs118:Phlebitis:0.063 Diagnosis:9ccs234:Crush injury:0.062 Diagnosis:9ccs247:Lymph enlarg:0.061 Diagnosis:9ccs254:Rehab:0.060 Diagnosis:9ccs217:Ot cong anom:-0.060 Diagnosis:9ccs197:Skin infectn:-0.059 Vital: Temp-avg1to3 | coef 0.014 95% CI: [0.012 , 0.015] | OR_adj 1.014 [1.012 1.015] | occ: 1348 | OR_unadj: 1.102 [0.834 1.456] | indivs AUC:0.527 Correlated most with: Diagnosis:9ccs90:Eye infectn:-0.077 Diagnosis:9ccs7:Viral infect:-0.077 Newborn Diagnosis:9ccs191:Amnios dx:-0.071 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.068 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.068 Diagnosis:9ccs154:Gastroent:-0.067 Diagnosis:9ccs118:Phlebitis:0.061 Diagnosis:9ccs197:Skin infectn:-0.058 Diagnosis:9ccs219:Low birth wt:-0.056 Diagnosis:9ccs253:Allergy:0.052 * Number of Visits | coef 0.013 95% CI: [0.011 , 0.016] | OR_adj 1.014 [1.011 1.016] | occ: 1645 | OR_unadj: 0.708 [0.535 0.936] | indivs AUC:0.478 Correlated most with: Number of Visits:1.000 Diagnosis:9ccs126:Ot up rsp in:0.430 Diagnosis:9ccs92:Otitis media:0.408 Diagnosis:9ccs7:Viral infect:0.408 Diagnosis:9ccs133:Oth low resp:0.337 Diagnosis:9ccs257:Ot aftercare:0.325 Diagnosis:9ccs135:Intest infct:0.310 Diagnosis:9ccs155:Other GI dx:0.304 Diagnosis:9ccs90:Eye infectn:0.286 Diagnosis:9ccs10:Immuniz/scrn:0.277 MatDeliveryAge | coef 0.013 95% CI: [0.012 , 0.015] | OR_adj 1.013 [1.012 1.015] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.518 Correlated most with: MatDeliveryAge:1.000 Newborn Diagnosis:9ccs259:Unclassified:0.105 Number of Visits:0.088 Diagnosis:9ccs136:Teeth dx:0.080 Diagnosis:9ccs87:Retinal dx:0.071 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.069 Diagnosis:9ccs95:Oth nerv dx:0.061 Diagnosis:9ccs10:Immuniz/scrn:0.061 Diagnosis:9ccs126:Ot up rsp in:0.059 Diagnosis:9ccs254:Rehab:0.059 Vital: HR-latest | coef 0.013 95% CI: [0.011 , 0.015] | OR_adj 1.013 [1.011 1.015] | occ: 1010 | OR_unadj: 0.762 [0.553 1.050] | indivs AUC:0.540 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:0.112 Diagnosis:9ccs70:Schizo/rl dx:0.083 Diagnosis:9ccs217:Ot cong anom:0.083 Diagnosis:9ccs221:Resp distres:0.071 Newborn Diagnosis:9ccs256:Exam/eval:0.069 Diagnosis:9ccs106:Dysrhythmia:0.069 Diagnosis:9ccs47:Ot bnign neo:0.063 Diagnosis:9ccs122:Pneumonia:-0.063 Diagnosis:9ccs92:Otitis media:-0.060 Diagnosis:9ccs167:Breast dx:0.060 Vital: Temp-avg13to16 | coef 0.013 95% CI: [0.012 , 0.014] | OR_adj 1.013 [1.012 1.014] | occ: 1313 | OR_unadj: 1.227 [0.936 1.609] | indivs AUC:0.567 Correlated most with: Diagnosis:9ccs92:Otitis media:0.145 Diagnosis:9ccs124:Tonsillitis:0.081 Diagnosis:9ccs154:Gastroent:-0.068 Number of Visits:0.065 Diagnosis:9ccs159:UTI:0.062 Newborn Diagnosis:9ccs94:Other ear dx:0.061 Diagnosis:9ccs126:Ot up rsp in:0.059 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.052 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.052 Diagnosis:9ccs4:Mycoses:0.046 Vital: Temp-latest | coef 0.013 95% CI: [0.011 , 0.014] | OR_adj 1.013 [1.011 1.014] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.465 Correlated most with: Diagnosis:9ccs70:Schizo/rl dx:0.115 Lab:294495 LEAD, BLOOD - LMC:0.090 Diagnosis:9ccs154:Gastroent:-0.089 Lab:323700 CULTURE THROAT W SENS - Sunrise:0.065 Diagnosis:9ccs167:Breast dx:0.063 Diagnosis:9ccs92:Otitis media:0.056 Diagnosis:9ccs125:Bronchitis:0.054 Diagnosis:9ccs126:Ot up rsp in:0.052 Newborn Diagnosis:9ccs143:Abdom hernia:0.051 Diagnosis:9ccs254:Rehab:0.051 Vital: Ht-gain16to24 | coef 0.013 95% CI: [0.011 , 0.014] | OR_adj 1.013 [1.011 1.014] | occ: 1417 | OR_unadj: 1.402 [0.978 2.008] | indivs AUC:0.553 Correlated most with: Diagnosis:9ccs4:Mycoses:-0.065 Newborn Diagnosis:9ccs133:Oth low resp:-0.063 Number of Visits:-0.061 Diagnosis:9ccs138:Esophgeal dx:-0.058 Diagnosis:9ccs233:Intracrn inj:0.052 Newborn Diagnosis:9ccs256:Exam/eval:-0.052 Diagnosis:9ccs61:Sickle cell:-0.052 Newborn Diagnosis:9ccs94:Other ear dx:0.050 Diagnosis:9ccs63:Wht blood dx:-0.048 Diagnosis:9ccs259:Unclassified:0.048 Vital: Ht-gain3to7 | coef 0.013 95% CI: [0.011 , 0.014] | OR_adj 1.013 [1.011 1.014] | occ: 1405 | OR_unadj: 1.120 [0.858 1.461] | indivs AUC:0.523 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:-0.091 Diagnosis:9ccs236:Opn wnd extr:-0.083 Diagnosis:9ccs246:FUO:0.081 Diagnosis:9ccs240:Burns:-0.071 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.069 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.069 Diagnosis:9ccs113:Late eff CVD:0.069 Diagnosis:9ccs7:Viral infect:0.062 Diagnosis:9ccs92:Otitis media:0.060 Diagnosis:9ccs126:Ot up rsp in:0.057 Vital: HC-latest | coef 0.013 95% CI: [0.011 , 0.015] | OR_adj 1.013 [1.011 1.015] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.592 Correlated most with: Number of Visits:0.302 Diagnosis:9ccs126:Ot up rsp in:0.252 Diagnosis:9ccs10:Immuniz/scrn:0.246 Diagnosis:9ccs92:Otitis media:0.214 Diagnosis:9ccs257:Ot aftercare:0.211 Diagnosis:9ccs7:Viral infect:0.160 Diagnosis:9ccs125:Bronchitis:0.152 Diagnosis:9ccs135:Intest infct:0.150 Diagnosis:9ccs90:Eye infectn:0.137 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.111 Vital: Temp-avg7to10 | coef 0.012 95% CI: [0.011 , 0.014] | OR_adj 1.013 [1.011 1.014] | occ: 1351 | OR_unadj: 0.832 [0.534 1.296] | indivs AUC:0.478 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.195 Diagnosis:9ccs255:Social admin:-0.173 Diagnosis:9ccs7:Viral infect:-0.111 Number of Visits:-0.107 Diagnosis:9ccs126:Ot up rsp in:-0.105 Diagnosis:9ccs74:Ot mentl cnd:-0.095 Diagnosis:9ccs217:Ot cong anom:-0.094 Diagnosis:9ccs257:Ot aftercare:-0.090 Diagnosis:9ccs197:Skin infectn:-0.074 Diagnosis:9ccs58:Ot nutrit dx:-0.066 Vital: Ht-gain0to3 | coef 0.012 95% CI: [0.011 , 0.014] | OR_adj 1.012 [1.011 1.014] | occ: 1394 | OR_unadj: 0.853 [0.644 1.129] | indivs AUC:0.537 Correlated most with: Number of Visits:0.136 Diagnosis:9ccs126:Ot up rsp in:0.108 Newborn Diagnosis:9ccs143:Abdom hernia:-0.089 Diagnosis:9ccs16:Liver/ibd ca:0.082 Newborn Diagnosis:9ccs133:Oth low resp:0.080 Diagnosis:9ccs10:Immuniz/scrn:0.076 Diagnosis:9ccs92:Otitis media:0.074 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.072 Newborn Diagnosis:9ccs256:Exam/eval:0.068 Diagnosis:9ccs122:Pneumonia:0.064 Vital: HC-gain0to3 | coef 0.012 95% CI: [0.011 , 0.014] | OR_adj 1.012 [1.011 1.014] | occ: 1332 | OR_unadj: 0.871 [0.636 1.192] | indivs AUC:0.490 Correlated most with: Number of Visits:0.117 Diagnosis:9ccs126:Ot up rsp in:0.073 Diagnosis:9ccs137:Mouth dx:0.072 Diagnosis:9ccs49:DiabMel no c:-0.070 Newborn Diagnosis:9ccs143:Abdom hernia:-0.065 Diagnosis:9ccs92:Otitis media:0.062 Diagnosis:9ccs16:Liver/ibd ca:0.060 Newborn Diagnosis:9ccs133:Oth low resp:0.059 Diagnosis:9ccs159:UTI:0.055 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.054 * Vital: Ht Percentile-latest | coef 0.012 95% CI: [0.010 , 0.014] | OR_adj 1.012 [1.010 1.014] | occ: 1043 | OR_unadj: 1.325 [1.003 1.751] | indivs AUC:0.562 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.098 Diagnosis:9ccs89:Blindness:0.081 Diagnosis:9ccs128:Asthma:0.065 Lab:294203 BILIRUBIN TOTAL - LMC:-0.064 Newborn Diagnosis:9ccs214:GI cong anom:0.060 Newborn Diagnosis:9ccs215:gu cong anom:0.059 Newborn Diagnosis:9ccs200:Oth skin dx:-0.058 Diagnosis:9ccs2:Septicemia:0.054 Newborn Diagnosis:9ccs5:HIV infectn:-0.053 Diagnosis:9ccs137:Mouth dx:0.052 Vital: Ht-gain13to19 | coef 0.012 95% CI: [0.010 , 0.014] | OR_adj 1.012 [1.010 1.014] | occ: 1378 | OR_unadj: 0.895 [0.685 1.171] | indivs AUC:0.438 Correlated most with: Diagnosis:9ccs233:Intracrn inj:-0.056 Newborn Diagnosis:9ccs143:Abdom hernia:-0.055 Number of Visits:0.054 Diagnosis:9ccs7:Viral infect:0.053 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.053 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.053 Diagnosis:9ccs221:Resp distres:0.052 Diagnosis:9ccs163:Other GU dx:0.050 Diagnosis:9ccs133:Oth low resp:0.048 Newborn Diagnosis:9ccs5:HIV infectn:0.047 Vital: HC-gain3to7 | coef 0.012 95% CI: [0.010 , 0.014] | OR_adj 1.012 [1.010 1.014] | occ: 1310 | OR_unadj: 1.076 [0.825 1.404] | indivs AUC:0.578 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.075 Lab:292495 LEAD LEVEL - Sunrise:-0.071 Diagnosis:9ccs246:FUO:0.070 Diagnosis:9ccs236:Opn wnd extr:-0.069 Diagnosis:9ccs196:Nml preg/del:0.069 Diagnosis:9ccs113:Late eff CVD:0.059 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.057 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.057 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.056 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.056 * Vital: Ht-gain7to13 | coef 0.012 95% CI: [0.011 , 0.013] | OR_adj 1.012 [1.011 1.013] | occ: 1451 | OR_unadj: 1.379 [1.027 1.851] | indivs AUC:0.532 Correlated most with: Diagnosis:9ccs232:Sprain:-0.066 Diagnosis:9ccs5:HIV infectn:-0.063 Diagnosis:9ccs52:Nutrit defic:-0.062 Diagnosis:9ccs10:Immuniz/scrn:-0.060 Newborn Diagnosis:9ccs143:Abdom hernia:0.060 Diagnosis:9ccs2619:e codes: other specified- nec:0.059 Diagnosis:9ccs228:Fx skull fac:0.059 Lab:292495 LEAD LEVEL - Sunrise:-0.057 Diagnosis:9ccs16:Liver/ibd ca:0.057 Diagnosis:9ccs2603:E Codes: Fall:-0.054 Vital: Ht-gain1to5 | coef 0.012 95% CI: [0.011 , 0.013] | OR_adj 1.012 [1.011 1.013] | occ: 1420 | OR_unadj: 0.786 [0.598 1.035] | indivs AUC:0.479 Correlated most with: Number of Visits:0.163 Diagnosis:9ccs126:Ot up rsp in:0.103 Diagnosis:9ccs135:Intest infct:0.079 Diagnosis:9ccs154:Gastroent:-0.070 Diagnosis:9ccs225:Joint injury:0.069 Diagnosis:9ccs239:Superfic inj:0.068 Diagnosis:9ccs257:Ot aftercare:0.067 Diagnosis:9ccs159:UTI:0.067 Newborn Diagnosis:9ccs143:Abdom hernia:0.066 Diagnosis:9ccs7:Viral infect:0.065 Vital: Ht-gain5to10 | coef 0.012 95% CI: [0.010 , 0.013] | OR_adj 1.012 [1.010 1.013] | occ: 1429 | OR_unadj: 1.097 [0.806 1.493] | indivs AUC:0.492 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.079 Diagnosis:9ccs236:Opn wnd extr:0.072 Diagnosis:9ccs89:Blindness:0.064 Diagnosis:9ccs16:Liver/ibd ca:-0.064 Newborn Diagnosis:9ccs94:Other ear dx:-0.062 Newborn Diagnosis:9ccs143:Abdom hernia:-0.062 Diagnosis:9ccs2619:e codes: other specified- nec:-0.060 Diagnosis:9ccs228:Fx skull fac:-0.060 Diagnosis:9ccs142:Appendicitis:0.058 Diagnosis:9ccs200:Oth skin dx:-0.057 Vital: HC-gain1to5 | coef 0.012 95% CI: [0.010 , 0.013] | OR_adj 1.012 [1.010 1.013] | occ: 1346 | OR_unadj: 0.866 [0.657 1.140] | indivs AUC:0.519 Correlated most with: Number of Visits:0.099 Diagnosis:9ccs125:Bronchitis:0.091 Diagnosis:9ccs154:Gastroent:-0.089 Newborn Diagnosis:9ccs222:Perint jaund:0.077 Diagnosis:9ccs163:Other GU dx:0.076 Diagnosis:9ccs126:Ot up rsp in:0.075 Diagnosis:9ccs196:Nml preg/del:-0.074 Diagnosis:9ccs257:Ot aftercare:0.063 Diagnosis:9ccs7:Viral infect:0.062 Diagnosis:9ccs113:Late eff CVD:-0.059 Vital: Temp-avg16to19 | coef 0.012 95% CI: [0.010 , 0.013] | OR_adj 1.012 [1.010 1.013] | occ: 1297 | OR_unadj: 0.872 [0.571 1.331] | indivs AUC:0.514 Correlated most with: Diagnosis:9ccs255:Social admin:-0.143 Diagnosis:9ccs10:Immuniz/scrn:-0.132 Number of Visits:-0.118 Diagnosis:9ccs257:Ot aftercare:-0.106 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.102 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.102 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.097 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.097 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.094 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.094 Vital: HC-gain16to24 | coef 0.011 95% CI: [0.010 , 0.013] | OR_adj 1.012 [1.010 1.013] | occ: 1064 | OR_unadj: 0.868 [0.662 1.137] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs171:Menstrual dx:0.061 Lab:292495 LEAD LEVEL - Sunrise:0.060 Diagnosis:9ccs209:Ot acq defor:0.056 Newborn Diagnosis:9ccs256:Exam/eval:-0.054 Diagnosis:9ccs214:GI cong anom:-0.049 Diagnosis:9ccs251:Abdomnl pain:-0.049 Diagnosis:9ccs95:Oth nerv dx:0.048 Diagnosis:9ccs140:Gastritis:0.048 Diagnosis:9ccs256:Exam/eval:-0.047 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.047 Vital: HC-gain7to13 | coef 0.011 95% CI: [0.010 , 0.013] | OR_adj 1.012 [1.010 1.013] | occ: 1298 | OR_unadj: 1.240 [0.922 1.668] | indivs AUC:0.586 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.069 Diagnosis:9ccs251:Abdomnl pain:0.066 Diagnosis:9ccs231:Oth fracture:0.054 Diagnosis:9ccs5:HIV infectn:-0.053 Diagnosis:9ccs232:Sprain:-0.052 Diagnosis:9ccs211:Ot conn tiss:0.052 Diagnosis:9ccs52:Nutrit defic:-0.052 Diagnosis:9ccs221:Resp distres:-0.052 Diagnosis:9ccs2619:e codes: other specified- nec:0.050 Diagnosis:9ccs228:Fx skull fac:0.050 Vital: HC-gain5to10 | coef 0.011 95% CI: [0.010 , 0.013] | OR_adj 1.011 [1.010 1.013] | occ: 1305 | OR_unadj: 1.028 [0.772 1.370] | indivs AUC:0.434 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.079 Diagnosis:9ccs251:Abdomnl pain:-0.067 Diagnosis:9ccs234:Crush injury:-0.064 Diagnosis:9ccs236:Opn wnd extr:0.064 Lab:292208 CBC/DIFF/PLT - Sunrise:0.058 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.057 Diagnosis:9ccs231:Oth fracture:-0.055 Diagnosis:9ccs8:Oth infectns:-0.054 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.051 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.051 Vital: HC-avg1to3 | coef 0.011 95% CI: [0.009 , 0.013] | OR_adj 1.011 [1.009 1.013] | occ: 1229 | OR_unadj: 0.920 [0.701 1.208] | indivs AUC:0.492 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.212 Diagnosis:9ccs219:Low birth wt:-0.111 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.099 Diagnosis:9ccs75:Hx mental dx:0.093 Newborn Diagnosis:9ccs256:Exam/eval:-0.090 Newborn Diagnosis:9ccs221:Resp distres:-0.079 Newborn Diagnosis:9ccs253:Allergy:-0.077 Diagnosis:9ccs123:Influenza:0.077 Diagnosis:9ccs200:Oth skin dx:0.070 Newborn Diagnosis:9ccs5:HIV infectn:-0.068 Vital: HC-gain10to16 | coef 0.011 95% CI: [0.009 , 0.013] | OR_adj 1.011 [1.009 1.013] | occ: 1222 | OR_unadj: 1.142 [0.874 1.492] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs256:Exam/eval:-0.077 Diagnosis:9ccs154:Gastroent:-0.070 Diagnosis:9ccs190:Fetal distrs:-0.057 Diagnosis:9ccs92:Otitis media:0.056 Diagnosis:9ccs5:HIV infectn:0.056 Diagnosis:9ccs48:Thyroid dsor:0.055 Diagnosis:9ccs250:Nausea/vomit:-0.055 Diagnosis:9ccs10:Immuniz/scrn:-0.054 Diagnosis:9ccs96:Hrt valve dx:-0.053 Diagnosis:9ccs52:Nutrit defic:0.053 Vital: Ht-gain10to16 | coef 0.011 95% CI: [0.010 , 0.012] | OR_adj 1.011 [1.010 1.012] | occ: 1404 | OR_unadj: 1.132 [0.839 1.528] | indivs AUC:0.537 Correlated most with: Diagnosis:9ccs92:Otitis media:0.067 Diagnosis:9ccs52:Nutrit defic:0.063 Diagnosis:9ccs232:Sprain:0.061 Diagnosis:9ccs5:HIV infectn:0.061 Diagnosis:9ccs221:Resp distres:-0.057 Diagnosis:9ccs96:Hrt valve dx:-0.056 Number of Visits:0.054 Newborn Diagnosis:9ccs215:gu cong anom:-0.053 Newborn Diagnosis:9ccs5:HIV infectn:-0.052 Diagnosis:9ccs245:Syncope:0.049 * Vital: HC-avg7to10 | coef 0.011 95% CI: [0.009 , 0.012] | OR_adj 1.011 [1.009 1.012] | occ: 1133 | OR_unadj: 1.714 [1.288 2.282] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs213:Cardiac anom:0.068 Diagnosis:9ccs133:Oth low resp:-0.067 Diagnosis:9ccs123:Influenza:-0.058 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.050 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.050 Newborn Diagnosis:9ccs259:Unclassified:0.048 Diagnosis:9ccs159:UTI:-0.048 Newborn Diagnosis:9ccs5:HIV infectn:-0.043 Diagnosis:9ccs92:Otitis media:0.043 Diagnosis:9ccs96:Hrt valve dx:0.041 Vital: Ht-avg3to5 | coef 0.010 95% CI: [0.009 , 0.012] | OR_adj 1.011 [1.009 1.012] | occ: 1296 | OR_unadj: 0.876 [0.661 1.159] | indivs AUC:0.509 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.251 Diagnosis:9ccs87:Retinal dx:-0.116 Newborn Diagnosis:9ccs221:Resp distres:-0.104 Diagnosis:9ccs219:Low birth wt:-0.099 Newborn Diagnosis:9ccs222:Perint jaund:-0.097 Newborn Diagnosis:9ccs256:Exam/eval:-0.091 Diagnosis:9ccs143:Abdom hernia:-0.083 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.077 Newborn Diagnosis:9ccs253:Allergy:-0.076 Newborn Diagnosis:9ccs200:Oth skin dx:-0.075 Vital: Ht-avg10to13 | coef 0.010 95% CI: [0.009 , 0.012] | OR_adj 1.010 [1.009 1.012] | occ: 1381 | OR_unadj: 1.307 [0.998 1.712] | indivs AUC:0.544 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.118 Diagnosis:9ccs87:Retinal dx:-0.075 Diagnosis:9ccs238:Complic proc:-0.074 Diagnosis:9ccs64:Ot hematl dx:0.073 Newborn Diagnosis:9ccs5:HIV infectn:-0.069 Diagnosis:9ccs208:Acq foot def:0.069 Diagnosis:9ccs2:Septicemia:0.067 Diagnosis:9ccs73:Preadult dx:0.064 Newborn Diagnosis:9ccs215:gu cong anom:0.061 Newborn Diagnosis:9ccs134:Ot uppr resp:0.058 Vital: Ht Percentile-gain7to13 | coef 0.010 95% CI: [0.009 , 0.011] | OR_adj 1.010 [1.009 1.011] | occ: 713 | OR_unadj: 1.104 [0.782 1.559] | indivs AUC:0.479 Correlated most with: Diagnosis:9ccs120:Hemmorhoids:0.080 Diagnosis:9ccs245:Syncope:-0.076 Newborn Diagnosis:9ccs94:Other ear dx:-0.072 Diagnosis:9ccs217:Ot cong anom:-0.070 Diagnosis:9ccs2604:E Codes: Fire/burn:0.068 Diagnosis:10ccs238:Complic proc:0.068 Diagnosis:9ccs124:Tonsillitis:0.066 Diagnosis:10ccs58:Ot nutrit dx:0.065 Newborn Diagnosis:9ccs143:Abdom hernia:0.065 Diagnosis:9ccs219:Low birth wt:0.064 Vital: Ht-avg0to1 | coef 0.010 95% CI: [0.009 , 0.011] | OR_adj 1.010 [1.009 1.011] | occ: 1326 | OR_unadj: 0.954 [0.722 1.262] | indivs AUC:0.490 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.348 Diagnosis:9ccs219:Low birth wt:-0.204 Newborn Diagnosis:9ccs221:Resp distres:-0.162 Newborn Diagnosis:9ccs222:Perint jaund:-0.135 Newborn Diagnosis:9ccs256:Exam/eval:-0.126 Diagnosis:9ccs143:Abdom hernia:-0.112 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.103 Newborn Diagnosis:9ccs253:Allergy:-0.101 Diagnosis:9ccs200:Oth skin dx:0.079 Newborn Diagnosis:9ccs224:Ot perint dx:0.074 Vital: Ht-avg7to10 | coef 0.010 95% CI: [0.009 , 0.012] | OR_adj 1.010 [1.009 1.012] | occ: 1332 | OR_unadj: 1.262 [0.963 1.654] | indivs AUC:0.531 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.129 Diagnosis:9ccs87:Retinal dx:-0.084 Diagnosis:9ccs219:Low birth wt:-0.079 Diagnosis:9ccs238:Complic proc:-0.075 Diagnosis:9ccs73:Preadult dx:0.072 Newborn Diagnosis:9ccs5:HIV infectn:-0.070 Newborn Diagnosis:9ccs224:Ot perint dx:0.069 Diagnosis:9ccs123:Influenza:0.066 Diagnosis:9ccs208:Acq foot def:0.066 Lab:323825 STREP SCREEN THROAT - Sunrise:0.066 Vital: Ht Percentile-gain10to16 | coef 0.010 95% CI: [0.008 , 0.012] | OR_adj 1.010 [1.008 1.012] | occ: 768 | OR_unadj: 0.941 [0.680 1.302] | indivs AUC:0.513 Correlated most with: Newborn Diagnosis:9ccs55:Fluid/elc dx:0.094 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.085 Newborn Diagnosis:9ccs214:GI cong anom:0.084 Lab:294495 LEAD, BLOOD - LMC:0.084 Diagnosis:9ccs125:Bronchitis:-0.077 Lab:295669 BILIRUBIN DIRECT - LMC:-0.069 Diagnosis:9ccs0:No DX:0.063 Diagnosis:9ccs96:Hrt valve dx:-0.062 Diagnosis:9ccs223:Birth trauma:-0.053 Diagnosis:9ccs2:Septicemia:-0.051 Vital: Ht-avg1to3 | coef 0.010 95% CI: [0.009 , 0.011] | OR_adj 1.010 [1.009 1.011] | occ: 1348 | OR_unadj: 0.914 [0.694 1.204] | indivs AUC:0.517 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.303 Diagnosis:9ccs219:Low birth wt:-0.175 Diagnosis:9ccs87:Retinal dx:-0.138 Newborn Diagnosis:9ccs222:Perint jaund:-0.123 Diagnosis:9ccs143:Abdom hernia:-0.119 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117 Newborn Diagnosis:9ccs256:Exam/eval:-0.112 Newborn Diagnosis:9ccs94:Other ear dx:0.089 Newborn Diagnosis:9ccs253:Allergy:-0.079 Newborn Diagnosis:9ccs55:Fluid/elc dx:-0.071 Vital: HC-gain13to19 | coef 0.010 95% CI: [0.009 , 0.011] | OR_adj 1.010 [1.009 1.011] | occ: 1080 | OR_unadj: 0.985 [0.755 1.286] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs128:Asthma:0.079 Newborn Diagnosis:9ccs223:Birth trauma:0.070 Diagnosis:9ccs171:Menstrual dx:-0.058 Diagnosis:9ccs96:Hrt valve dx:0.058 Diagnosis:9ccs10:Immuniz/scrn:0.055 Diagnosis:9ccs257:Ot aftercare:0.050 Diagnosis:9ccs243:Poisn nonmed:-0.049 Diagnosis:9ccs163:Other GU dx:0.048 Diagnosis:9ccs228:Fx skull fac:0.047 Diagnosis:9ccs2619:e codes: other specified- nec:0.047 * Vital: HC-avg10to13 | coef 0.010 95% CI: [0.008 , 0.011] | OR_adj 1.010 [1.008 1.011] | occ: 1158 | OR_unadj: 1.481 [1.134 1.934] | indivs AUC:0.587 Correlated most with: Newborn Diagnosis:9ccs5:HIV infectn:-0.099 Diagnosis:9ccs132:Lung externl:-0.075 Diagnosis:9ccs87:Retinal dx:-0.069 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.064 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.064 Diagnosis:9ccs73:Preadult dx:0.061 Diagnosis:9ccs49:DiabMel no c:0.061 Diagnosis:9ccs70:Schizo/rl dx:-0.058 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.056 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.056 Vital: Ht-latest | coef 0.010 95% CI: [0.008 , 0.011] | OR_adj 1.010 [1.008 1.011] | occ: 1614 | OR_unadj: 1.271 [0.956 1.688] | indivs AUC:0.560 Correlated most with: Number of Visits:0.447 Diagnosis:9ccs10:Immuniz/scrn:0.345 Diagnosis:9ccs126:Ot up rsp in:0.315 Diagnosis:9ccs92:Otitis media:0.265 Diagnosis:9ccs7:Viral infect:0.206 Diagnosis:9ccs257:Ot aftercare:0.188 Diagnosis:9ccs135:Intest infct:0.156 Diagnosis:9ccs90:Eye infectn:0.148 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.138 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.137 Vital: Ht Percentile-avg16to19 | coef 0.010 95% CI: [0.008 , 0.011] | OR_adj 1.010 [1.008 1.011] | occ: 749 | OR_unadj: 1.248 [0.920 1.693] | indivs AUC:0.505 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:0.081 Newborn Diagnosis:9ccs219:Low birth wt:-0.078 Diagnosis:9ccs128:Asthma:0.071 Diagnosis:9ccs89:Blindness:0.064 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.062 Newborn Diagnosis:9ccs59:Anemia:-0.062 Diagnosis:9ccs51:Ot endo dsor:0.060 Newborn Diagnosis:9ccs215:gu cong anom:0.060 Lab:296169 RETICULOCYTE COUNT- LMC:0.060 Lab:297262 HEMOGLOBIN (HEMOCUE):0.058 * Vital: HC-avg13to16 | coef 0.009 95% CI: [0.008 , 0.011] | OR_adj 1.009 [1.008 1.011] | occ: 990 | OR_unadj: 1.619 [1.234 2.125] | indivs AUC:0.603 Correlated most with: Diagnosis:9ccs87:Retinal dx:-0.075 Lab:294205 TSH REFLEX TO FT4 - LMC:0.068 Diagnosis:9ccs73:Preadult dx:0.061 Diagnosis:9ccs92:Otitis media:0.056 Diagnosis:9ccs90:Eye infectn:0.056 Newborn Diagnosis:9ccs59:Anemia:-0.055 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.055 Diagnosis:9ccs70:Schizo/rl dx:-0.055 Newborn Diagnosis:9ccs197:Skin infectn:-0.055 Diagnosis:9ccs49:DiabMel no c:0.055 * Vital: HC-avg5to7 | coef 0.009 95% CI: [0.008 , 0.011] | OR_adj 1.009 [1.008 1.011] | occ: 1123 | OR_unadj: 1.500 [1.143 1.967] | indivs AUC:0.535 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.118 Newborn Diagnosis:9ccs5:HIV infectn:-0.096 Newborn Diagnosis:9ccs221:Resp distres:-0.085 Diagnosis:9ccs219:Low birth wt:-0.070 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.062 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.062 Diagnosis:9ccs147:Anal/rectal:0.061 Diagnosis:9ccs74:Ot mentl cnd:-0.060 Diagnosis:9ccs234:Crush injury:0.055 Diagnosis:9ccs257:Ot aftercare:0.053 Vital: HC-avg0to1 | coef 0.009 95% CI: [0.008 , 0.011] | OR_adj 1.009 [1.008 1.011] | occ: 1191 | OR_unadj: 1.052 [0.803 1.378] | indivs AUC:0.538 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.256 Diagnosis:9ccs219:Low birth wt:-0.160 Newborn Diagnosis:9ccs256:Exam/eval:-0.107 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.091 Newborn Diagnosis:9ccs94:Other ear dx:0.089 Newborn Diagnosis:9ccs222:Perint jaund:-0.083 Diagnosis:9ccs63:Wht blood dx:-0.064 Diagnosis:9ccs197:Skin infectn:0.062 Diagnosis:9ccs222:Perint jaund:-0.061 Newborn Diagnosis:9ccs221:Resp distres:-0.061 * Vital: Ht-avg16to19 | coef 0.009 95% CI: [0.008 , 0.010] | OR_adj 1.009 [1.008 1.010] | occ: 1265 | OR_unadj: 1.417 [1.082 1.855] | indivs AUC:0.507 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.120 Newborn Diagnosis:9ccs5:HIV infectn:-0.085 Newborn Diagnosis:9ccs221:Resp distres:-0.072 Diagnosis:9ccs128:Asthma:0.067 Diagnosis:9ccs223:Birth trauma:0.067 Diagnosis:9ccs137:Mouth dx:0.066 Newborn Diagnosis:9ccs215:gu cong anom:0.064 Newborn Diagnosis:9ccs213:Cardiac anom:0.063 Diagnosis:9ccs87:Retinal dx:-0.062 Diagnosis:9ccs205:Back problem:-0.060 Vital: Ht Percentile-gain13to19 | coef 0.009 95% CI: [0.008 , 0.010] | OR_adj 1.009 [1.008 1.010] | occ: 832 | OR_unadj: 0.955 [0.693 1.316] | indivs AUC:0.478 Correlated most with: Newborn Diagnosis:9ccs143:Abdom hernia:-0.085 Diagnosis:9ccs171:Menstrual dx:-0.082 Diagnosis:9ccs49:DiabMel no c:0.071 Diagnosis:9ccs136:Teeth dx:-0.064 Diagnosis:9ccs163:Other GU dx:0.057 Diagnosis:9ccs208:Acq foot def:0.051 Diagnosis:9ccs211:Ot conn tiss:0.051 Newborn Diagnosis:9ccs215:gu cong anom:0.051 Diagnosis:9ccs125:Bronchitis:0.051 Diagnosis:9ccs143:Abdom hernia:-0.051 Vital: Ht Percentile-gain5to10 | coef 0.009 95% CI: [0.008 , 0.010] | OR_adj 1.009 [1.008 1.010] | occ: 606 | OR_unadj: 0.842 [0.579 1.225] | indivs AUC:0.463 Correlated most with: Newborn Diagnosis:9ccs143:Abdom hernia:-0.089 Diagnosis:9ccs145:Int obstruct:0.070 Diagnosis:9ccs171:Menstrual dx:0.064 Diagnosis:9ccs89:Blindness:0.063 Diagnosis:9ccs70:Schizo/rl dx:-0.061 Diagnosis:9ccs214:GI cong anom:0.059 Diagnosis:9ccs199:Ulcer skin:0.059 Diagnosis:9ccs167:Breast dx:-0.059 Diagnosis:9ccs113:Late eff CVD:-0.053 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.051 Vital: HC-avg3to5 | coef 0.009 95% CI: [0.007 , 0.010] | OR_adj 1.009 [1.007 1.010] | occ: 1129 | OR_unadj: 1.116 [0.845 1.474] | indivs AUC:0.490 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.133 Newborn Diagnosis:9ccs5:HIV infectn:-0.096 Diagnosis:9ccs219:Low birth wt:-0.093 Newborn Diagnosis:9ccs94:Other ear dx:0.092 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.072 Newborn Diagnosis:9ccs256:Exam/eval:-0.069 Newborn Diagnosis:9ccs200:Oth skin dx:-0.064 Diagnosis:9ccs125:Bronchitis:0.061 Newborn Diagnosis:9ccs220:Birth asphyx:0.058 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.057 Vital: HR-avg7to10 | coef 0.009 95% CI: [0.007 , 0.010] | OR_adj 1.009 [1.007 1.010] | occ: 420 | OR_unadj: 0.906 [0.585 1.403] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs106:Dysrhythmia:0.125 Lab:292208 CBC/DIFF/PLT - Sunrise:-0.089 Diagnosis:9ccs10:Immuniz/scrn:0.089 Diagnosis:9ccs217:Ot cong anom:0.086 Diagnosis:9ccs231:Oth fracture:0.083 Diagnosis:9ccs125:Bronchitis:0.082 Diagnosis:9ccs229:Fx arm:0.080 Diagnosis:9ccs257:Ot aftercare:0.064 Diagnosis:9ccs7:Viral infect:0.063 Diagnosis:9ccs76:Meningitis:-0.063 * Vital: Ht-avg13to16 | coef 0.009 95% CI: [0.008 , 0.010] | OR_adj 1.009 [1.008 1.010] | occ: 1287 | OR_unadj: 1.332 [1.019 1.741] | indivs AUC:0.515 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.120 Diagnosis:9ccs2:Septicemia:0.082 Diagnosis:9ccs58:Ot nutrit dx:-0.073 Diagnosis:9ccs238:Complic proc:-0.071 Diagnosis:9ccs87:Retinal dx:-0.066 Diagnosis:9ccs222:Perint jaund:0.059 Newborn Diagnosis:9ccs221:Resp distres:-0.058 Lab:323825 STREP SCREEN THROAT - Sunrise:0.057 Diagnosis:10ccs58:Ot nutrit dx:0.055 Diagnosis:9ccs64:Ot hematl dx:0.055 Vital: Ht-avg5to7 | coef 0.009 95% CI: [0.007 , 0.010] | OR_adj 1.009 [1.007 1.010] | occ: 1293 | OR_unadj: 1.103 [0.839 1.451] | indivs AUC:0.484 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.219 Newborn Diagnosis:9ccs221:Resp distres:-0.116 Diagnosis:9ccs87:Retinal dx:-0.106 Newborn Diagnosis:9ccs222:Perint jaund:-0.087 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.085 Newborn Diagnosis:9ccs200:Oth skin dx:-0.084 Diagnosis:9ccs219:Low birth wt:-0.083 Diagnosis:9ccs210:SLE:-0.079 Newborn Diagnosis:9ccs5:HIV infectn:-0.072 Diagnosis:9ccs124:Tonsillitis:0.072 * Vital: HC-avg16to19 | coef 0.009 95% CI: [0.007 , 0.010] | OR_adj 1.009 [1.007 1.010] | occ: 930 | OR_unadj: 1.811 [1.365 2.403] | indivs AUC:0.545 Correlated most with: Diagnosis:9ccs51:Ot endo dsor:-0.094 Diagnosis:9ccs204:Ot joint dx:-0.075 Diagnosis:10ccs238:Complic proc:-0.074 Diagnosis:9ccs2604:E Codes: Fire/burn:-0.074 Diagnosis:9ccs75:Hx mental dx:-0.073 Diagnosis:9ccs253:Allergy:0.064 Diagnosis:9ccs230:Fx leg:-0.062 Diagnosis:9ccs59:Anemia:-0.060 Diagnosis:9ccs236:Opn wnd extr:-0.060 Diagnosis:9ccs134:Ot uppr resp:0.060 Vital: Ht Percentile-gain3to7 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.010] | occ: 513 | OR_unadj: 0.862 [0.579 1.284] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs70:Schizo/rl dx:0.099 Diagnosis:9ccs145:Int obstruct:-0.089 Diagnosis:9ccs92:Otitis media:0.085 Lab:306025 PPD:0.075 Diagnosis:9ccs136:Teeth dx:0.069 Diagnosis:9ccs74:Ot mentl cnd:0.066 Diagnosis:9ccs2620:E Codes: Unspecified:0.064 Diagnosis:9ccs113:Late eff CVD:0.062 Diagnosis:9ccs161:Ot dx kidney:0.061 Diagnosis:9ccs59:Anemia:0.060 * Vital: Ht Percentile-avg19to24 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 916 | OR_unadj: 1.365 [1.025 1.817] | indivs AUC:0.591 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.091 Diagnosis:9ccs128:Asthma:0.079 Diagnosis:9ccs89:Blindness:0.079 Newborn Diagnosis:9ccs214:GI cong anom:0.069 Lab:294203 BILIRUBIN TOTAL - LMC:-0.066 Lab:294495 LEAD, BLOOD - LMC:0.062 Lab:323825 STREP SCREEN THROAT - Sunrise:0.061 Diagnosis:9ccs64:Ot hematl dx:0.061 Newborn Diagnosis:9ccs5:HIV infectn:-0.059 Newborn Diagnosis:9ccs215:gu cong anom:0.056 Vital: Ht Percentile-gain1to5 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 465 | OR_unadj: 0.736 [0.477 1.135] | indivs AUC:0.478 Correlated most with: Diagnosis:9ccs195:Ot compl bir:-0.087 Diagnosis:9ccs252:Fatigue:-0.075 Newborn Diagnosis:9ccs197:Skin infectn:-0.067 Diagnosis:9ccs242:Poisn ot med:0.066 Newborn Diagnosis:9ccs143:Abdom hernia:0.064 Diagnosis:9ccs140:Gastritis:-0.061 Diagnosis:9ccs48:Thyroid dsor:-0.060 Diagnosis:9ccs96:Hrt valve dx:-0.058 Newborn Diagnosis:9ccs222:Perint jaund:0.056 Diagnosis:9ccs213:Cardiac anom:-0.051 Vital: Ht Percentile-avg13to16 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 688 | OR_unadj: 1.313 [0.962 1.791] | indivs AUC:0.508 Correlated most with: Diagnosis:10ccs58:Ot nutrit dx:0.089 Lab:323825 STREP SCREEN THROAT - Sunrise:0.084 Newborn Diagnosis:9ccs219:Low birth wt:-0.082 Newborn Diagnosis:9ccs221:Resp distres:-0.071 Newborn Diagnosis:9ccs214:GI cong anom:0.068 Diagnosis:9ccs242:Poisn ot med:0.066 Diagnosis:9ccs171:Menstrual dx:0.065 Diagnosis:9ccs2603:E Codes: Fall:0.060 Diagnosis:9ccs90:Eye infectn:0.058 Newborn Diagnosis:9ccs200:Oth skin dx:-0.057 Vital: HR-avg19to24 | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 442 | OR_unadj: 0.945 [0.614 1.454] | indivs AUC:0.567 Correlated most with: Diagnosis:9ccs70:Schizo/rl dx:0.140 Diagnosis:9ccs132:Lung externl:-0.090 Diagnosis:9ccs213:Cardiac anom:-0.072 Diagnosis:9ccs245:Syncope:0.069 Newborn Diagnosis:9ccs134:Ot uppr resp:-0.063 Diagnosis:9ccs10:Immuniz/scrn:0.060 Diagnosis:10ccs58:Ot nutrit dx:-0.060 Diagnosis:9ccs231:Oth fracture:0.057 Diagnosis:9ccs251:Abdomnl pain:0.055 Diagnosis:9ccs151:Oth liver dx:0.054 Vital: Ht-avg19to24 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1340 | OR_unadj: 1.266 [0.970 1.652] | indivs AUC:0.550 Correlated most with: Diagnosis:9ccs221:Resp distres:0.091 Diagnosis:9ccs128:Asthma:0.088 Number of Visits:0.085 Newborn Diagnosis:9ccs219:Low birth wt:-0.084 Diagnosis:9ccs200:Oth skin dx:0.083 Newborn Diagnosis:9ccs5:HIV infectn:-0.075 Diagnosis:9ccs64:Ot hematl dx:0.074 Lab:294495 LEAD, BLOOD - LMC:0.070 Diagnosis:9ccs259:Unclassified:0.068 Lab:323825 STREP SCREEN THROAT - Sunrise:0.067 * Vital: Ht Percentile-gain0to24 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 899 | OR_unadj: 1.356 [1.016 1.808] | indivs AUC:0.595 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.083 Diagnosis:9ccs89:Blindness:0.078 Diagnosis:9ccs128:Asthma:0.077 Newborn Diagnosis:9ccs214:GI cong anom:0.069 Lab:294203 BILIRUBIN TOTAL - LMC:-0.064 Lab:294495 LEAD, BLOOD - LMC:0.063 Lab:323825 STREP SCREEN THROAT - Sunrise:0.062 Diagnosis:9ccs64:Ot hematl dx:0.061 Newborn Diagnosis:9ccs5:HIV infectn:-0.060 Newborn Diagnosis:9ccs215:gu cong anom:0.055 Vital: Ht Percentile-avg7to10 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 564 | OR_unadj: 1.079 [0.760 1.532] | indivs AUC:0.530 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.104 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.086 Diagnosis:9ccs230:Fx leg:-0.073 Newborn Diagnosis:9ccs221:Resp distres:-0.066 Diagnosis:9ccs167:Breast dx:-0.064 Newborn Diagnosis:9ccs200:Oth skin dx:-0.062 Diagnosis:9ccs118:Phlebitis:-0.061 Diagnosis:9ccs168:PID:0.059 Diagnosis:9ccs208:Acq foot def:0.057 Diagnosis:9ccs252:Fatigue:0.053 Vital: HR-avg10to13 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 403 | OR_unadj: 1.043 [0.671 1.621] | indivs AUC:0.460 Correlated most with: Diagnosis:9ccs221:Resp distres:0.123 Diagnosis:9ccs252:Fatigue:0.091 Diagnosis:9ccs10:Immuniz/scrn:0.088 Diagnosis:9ccs212:Ot bone dx:0.069 Newborn Diagnosis:9ccs191:Amnios dx:0.067 Diagnosis:9ccs7:Viral infect:0.061 Diagnosis:9ccs105:Conduction:-0.057 Newborn Diagnosis:9ccs214:GI cong anom:0.057 Diagnosis:9ccs117:Ot circul dx:0.055 Diagnosis:9ccs251:Abdomnl pain:0.055 Vital: Ht Percentile-avg10to13 | coef 0.007 95% CI: [0.006 , 0.007] | OR_adj 1.007 [1.006 1.007] | occ: 671 | OR_unadj: 1.232 [0.896 1.694] | indivs AUC:0.559 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.102 Diagnosis:9ccs230:Fx leg:-0.064 Diagnosis:9ccs89:Blindness:0.061 Diagnosis:10ccs58:Ot nutrit dx:0.059 Newborn Diagnosis:9ccs221:Resp distres:-0.055 Lab:323825 STREP SCREEN THROAT - Sunrise:0.052 Newborn Diagnosis:9ccs220:Birth asphyx:-0.052 Diagnosis:9ccs256:Exam/eval:0.051 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.050 Diagnosis:9ccs70:Schizo/rl dx:0.049 Vital: Ht Percentile-avg1to3 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 375 | OR_unadj: 0.643 [0.396 1.043] | indivs AUC:0.469 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.107 Diagnosis:9ccs44:Neoplsm unsp:0.104 Newborn Diagnosis:9ccs200:Oth skin dx:-0.076 Diagnosis:9ccs70:Schizo/rl dx:-0.076 Diagnosis:9ccs208:Acq foot def:0.072 Diagnosis:9ccs168:PID:0.066 Diagnosis:9ccs8:Oth infectns:0.066 Diagnosis:9ccs252:Fatigue:0.065 Diagnosis:9ccs224:Ot perint dx:0.063 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.062 Vital: HR-avg16to19 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 364 | OR_unadj: 0.933 [0.582 1.496] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs106:Dysrhythmia:0.124 Diagnosis:9ccs240:Burns:0.086 Diagnosis:9ccs217:Ot cong anom:0.077 Diagnosis:9ccs161:Ot dx kidney:0.073 Diagnosis:9ccs63:Wht blood dx:0.071 Diagnosis:9ccs90:Eye infectn:0.071 Diagnosis:9ccs219:Low birth wt:0.070 Diagnosis:9ccs159:UTI:0.063 Diagnosis:9ccs91:Other eye dx:0.061 Diagnosis:9ccs230:Fx leg:-0.059 Vital: Ht Percentile-gain0to3 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 390 | OR_unadj: 0.716 [0.445 1.152] | indivs AUC:0.420 Correlated most with: Diagnosis:9ccs145:Int obstruct:0.117 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.083 Lab:296169 RETICULOCYTE COUNT- LMC:0.063 Diagnosis:9ccs95:Oth nerv dx:-0.060 Diagnosis:9ccs231:Oth fracture:-0.059 Diagnosis:9ccs122:Pneumonia:0.055 Lab:294205 TSH REFLEX TO FT4 - LMC:0.053 Diagnosis:9ccs200:Oth skin dx:0.051 Diagnosis:9ccs245:Syncope:-0.051 Newborn Diagnosis:9ccs214:GI cong anom:0.050 * Vital: RR-latest | coef 0.006 95% CI: [0.006 , 0.007] | OR_adj 1.006 [1.006 1.007] | occ: 725 | OR_unadj: 0.663 [0.457 0.960] | indivs AUC:0.444 Correlated most with: Diagnosis:9ccs151:Oth liver dx:0.128 Diagnosis:9ccs10:Immuniz/scrn:0.079 Diagnosis:9ccs73:Preadult dx:-0.079 Diagnosis:9ccs257:Ot aftercare:0.074 Diagnosis:9ccs222:Perint jaund:0.073 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.071 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.071 Newborn Diagnosis:9ccs219:Low birth wt:0.070 Diagnosis:9ccs223:Birth trauma:0.066 Newborn Diagnosis:9ccs197:Skin infectn:0.065 Vital: Ht Percentile-avg3to5 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 415 | OR_unadj: 0.745 [0.479 1.157] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.097 Diagnosis:9ccs44:Neoplsm unsp:0.074 Diagnosis:9ccs61:Sickle cell:-0.068 Newborn Diagnosis:9ccs253:Allergy:-0.067 Diagnosis:9ccs175:Ot femal gen:0.066 Diagnosis:9ccs168:PID:0.065 Newborn Diagnosis:9ccs197:Skin infectn:-0.065 Diagnosis:9ccs96:Hrt valve dx:-0.065 Newborn Diagnosis:9ccs200:Oth skin dx:-0.064 Diagnosis:9ccs118:Phlebitis:-0.059 Vital: Ht-gain0to24 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1325 | OR_unadj: 1.215 [0.931 1.585] | indivs AUC:0.551 Correlated most with: Diagnosis:9ccs221:Resp distres:0.092 Diagnosis:9ccs200:Oth skin dx:0.088 Newborn Diagnosis:9ccs219:Low birth wt:-0.087 Diagnosis:9ccs128:Asthma:0.083 Number of Visits:0.082 Newborn Diagnosis:9ccs5:HIV infectn:-0.075 Diagnosis:9ccs64:Ot hematl dx:0.075 Diagnosis:9ccs259:Unclassified:0.072 Lab:294495 LEAD, BLOOD - LMC:0.070 Lab:323825 STREP SCREEN THROAT - Sunrise:0.067 Vital: HR-avg13to16 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 363 | OR_unadj: 1.048 [0.669 1.642] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs2620:E Codes: Unspecified:0.129 Diagnosis:9ccs140:Gastritis:0.111 Diagnosis:9ccs105:Conduction:-0.106 Diagnosis:9ccs240:Burns:0.076 Diagnosis:9ccs106:Dysrhythmia:-0.075 Diagnosis:9ccs168:PID:0.074 Diagnosis:9ccs10:Immuniz/scrn:0.068 Diagnosis:9ccs163:Other GU dx:0.068 Diagnosis:9ccs190:Fetal distrs:0.068 Diagnosis:9ccs257:Ot aftercare:0.065 Vital: Ht Percentile-avg5to7 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 465 | OR_unadj: 1.007 [0.684 1.483] | indivs AUC:0.524 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.108 Newborn Diagnosis:9ccs200:Oth skin dx:-0.081 Newborn Diagnosis:9ccs221:Resp distres:-0.069 Diagnosis:9ccs70:Schizo/rl dx:0.067 Diagnosis:9ccs63:Wht blood dx:0.065 Diagnosis:9ccs230:Fx leg:-0.063 Diagnosis:9ccs118:Phlebitis:-0.062 Diagnosis:9ccs222:Perint jaund:0.062 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.060 Diagnosis:9ccs140:Gastritis:-0.058 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.006 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.006] | occ: 1055 | OR_unadj: 1.153 [0.870 1.529] | indivs AUC:0.515 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.999 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.277 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.276 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.188 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.188 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.164 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.164 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.153 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.153 Vital: HR-avg5to7 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 274 | OR_unadj: 0.881 [0.526 1.476] | indivs AUC:0.533 Correlated most with: Diagnosis:9ccs145:Int obstruct:-0.133 Diagnosis:9ccs246:FUO:-0.104 Newborn Diagnosis:9ccs94:Other ear dx:-0.077 Newborn Diagnosis:9ccs221:Resp distres:0.075 Diagnosis:9ccs125:Bronchitis:0.073 Lab:294147 FREE T4 - LMC:0.072 Diagnosis:9ccs244:Other injury:0.068 Diagnosis:9ccs135:Intest infct:0.068 Diagnosis:9ccs10:Immuniz/scrn:0.065 Number of Visits:0.065 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1058 | OR_unadj: 1.146 [0.865 1.519] | indivs AUC:0.509 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.999 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.278 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.277 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.188 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.187 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.163 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.162 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.153 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.151 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1055 | OR_unadj: 1.275 [0.954 1.704] | indivs AUC:0.584 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.299 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.296 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.278 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.277 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.270 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.269 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.250 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.249 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1053 | OR_unadj: 1.251 [0.935 1.674] | indivs AUC:0.578 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.299 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.296 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.278 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.277 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.270 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.269 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.250 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.249 * Vital: HC-avg19to24 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 917 | OR_unadj: 1.767 [1.333 2.341] | indivs AUC:0.534 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.119 Newborn Diagnosis:9ccs5:HIV infectn:-0.105 Diagnosis:9ccs83:Epilepsy/cnv:-0.101 Diagnosis:9ccs90:Eye infectn:0.070 Diagnosis:9ccs70:Schizo/rl dx:-0.065 Diagnosis:9ccs94:Other ear dx:-0.063 Diagnosis:9ccs49:DiabMel no c:0.063 Diagnosis:9ccs247:Lymph enlarg:0.062 Diagnosis:9ccs87:Retinal dx:-0.061 Newborn Diagnosis:9ccs197:Skin infectn:-0.057 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1057 | OR_unadj: 1.438 [1.084 1.906] | indivs AUC:0.568 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.991 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.521 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.520 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.495 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.493 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.475 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.474 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.397 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.397 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 997 | OR_unadj: 1.196 [0.884 1.617] | indivs AUC:0.502 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.999 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.459 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.457 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.450 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.449 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.403 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.402 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.342 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.339 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1059 | OR_unadj: 1.048 [0.775 1.417] | indivs AUC:0.436 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.999 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.930 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.928 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.769 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.768 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.706 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.705 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.665 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.663 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 994 | OR_unadj: 1.205 [0.891 1.630] | indivs AUC:0.509 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.999 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.458 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.457 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.449 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.448 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.403 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.402 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.342 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.341 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1060 | OR_unadj: 1.261 [0.951 1.673] | indivs AUC:0.492 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.999 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.466 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.466 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.360 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.360 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.255 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.252 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.241 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.239 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1060 | OR_unadj: 0.956 [0.714 1.280] | indivs AUC:0.475 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.695 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.695 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.654 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.654 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.635 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.635 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.350 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.350 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1060 | OR_unadj: 1.433 [1.080 1.900] | indivs AUC:0.564 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.991 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.523 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.516 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.497 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.490 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.476 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.470 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.399 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.394 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1013 | OR_unadj: 0.877 [0.644 1.195] | indivs AUC:0.488 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.587 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.586 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.582 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.581 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.483 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.481 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.476 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.474 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1057 | OR_unadj: 0.956 [0.714 1.280] | indivs AUC:0.483 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.696 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.694 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.655 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.654 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.635 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.634 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.351 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.350 * Vital: HC-gain0to24 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 903 | OR_unadj: 1.731 [1.303 2.298] | indivs AUC:0.539 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.120 Newborn Diagnosis:9ccs5:HIV infectn:-0.106 Diagnosis:9ccs83:Epilepsy/cnv:-0.102 Diagnosis:9ccs90:Eye infectn:0.069 Diagnosis:9ccs94:Other ear dx:-0.066 Diagnosis:9ccs70:Schizo/rl dx:-0.065 Diagnosis:9ccs49:DiabMel no c:0.063 Diagnosis:9ccs87:Retinal dx:-0.061 Newborn Diagnosis:9ccs197:Skin infectn:-0.058 Diagnosis:9ccs247:Lymph enlarg:0.058 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1056 | OR_unadj: 1.052 [0.778 1.422] | indivs AUC:0.441 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.999 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.930 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.928 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.769 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.767 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.706 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.704 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.664 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.663 Vital: HR-avg1to3 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 273 | OR_unadj: 0.877 [0.537 1.434] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs117:Ot circul dx:0.089 Diagnosis:9ccs259:Unclassified:0.080 Diagnosis:9ccs214:GI cong anom:-0.079 Diagnosis:9ccs167:Breast dx:0.072 Newborn Diagnosis:9ccs256:Exam/eval:0.072 Diagnosis:9ccs244:Other injury:0.063 Diagnosis:9ccs122:Pneumonia:-0.062 Newborn Diagnosis:9ccs219:Low birth wt:0.060 Diagnosis:9ccs10:Immuniz/scrn:0.057 Diagnosis:9ccs198:Ot infl skin:0.057 Vital: HR-avg3to5 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 237 | OR_unadj: 0.904 [0.524 1.561] | indivs AUC:0.523 Correlated most with: Newborn Diagnosis:9ccs133:Oth low resp:0.222 Newborn Diagnosis:9ccs256:Exam/eval:0.091 Diagnosis:9ccs167:Breast dx:0.081 Diagnosis:9ccs254:Rehab:0.075 Diagnosis:9ccs106:Dysrhythmia:0.071 MatDeliveryAge:0.068 Newborn Diagnosis:9ccs221:Resp distres:0.067 Diagnosis:9ccs161:Ot dx kidney:0.066 Newborn Diagnosis:9ccs223:Birth trauma:-0.064 Diagnosis:9ccs74:Ot mentl cnd:-0.061 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1046 | OR_unadj: 1.400 [1.051 1.866] | indivs AUC:0.527 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.998 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.466 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.465 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.381 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.379 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.268 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.267 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.219 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.217 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1057 | OR_unadj: 1.248 [0.940 1.656] | indivs AUC:0.485 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.999 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.466 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.465 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.360 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.360 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.255 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.254 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.241 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.239 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1043 | OR_unadj: 1.400 [1.051 1.866] | indivs AUC:0.532 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.998 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.466 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.466 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.380 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.380 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.267 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.267 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.218 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.217 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1060 | OR_unadj: 1.146 [0.862 1.522] | indivs AUC:0.533 Correlated most with: Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.394 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.393 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.391 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.391 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.381 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.380 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.340 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.340 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1057 | OR_unadj: 1.125 [0.846 1.496] | indivs AUC:0.529 Correlated most with: Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.394 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.393 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.391 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.391 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.380 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.379 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.341 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.340 Vital: Ht Percentile-avg0to1 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 307 | OR_unadj: 0.763 [0.457 1.274] | indivs AUC:0.527 Correlated most with: Diagnosis:9ccs44:Neoplsm unsp:0.142 Diagnosis:9ccs211:Ot conn tiss:0.085 Newborn Diagnosis:9ccs200:Oth skin dx:-0.084 Newborn Diagnosis:9ccs219:Low birth wt:-0.074 Lab:294203 BILIRUBIN TOTAL - LMC:-0.074 Diagnosis:9ccs140:Gastritis:0.066 Newborn Diagnosis:9ccs214:GI cong anom:-0.064 Diagnosis:9ccs168:PID:0.060 Diagnosis:9ccs208:Acq foot def:0.060 Diagnosis:9ccs224:Ot perint dx:0.059 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1010 | OR_unadj: 0.881 [0.647 1.199] | indivs AUC:0.494 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.587 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.586 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.582 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.581 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.482 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.481 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.475 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.474 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1058 | OR_unadj: 1.063 [0.788 1.433] | indivs AUC:0.492 Correlated most with: Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:1.000 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.998 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.731 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.730 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.718 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.714 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.708 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.704 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.652 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.650 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1055 | OR_unadj: 1.063 [0.788 1.433] | indivs AUC:0.501 Correlated most with: Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:1.000 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.998 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.731 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.731 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.719 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.718 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.710 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.708 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.653 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.652 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1056 | OR_unadj: 1.154 [0.867 1.537] | indivs AUC:0.546 Correlated most with: Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:1.000 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.999 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.731 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.730 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.656 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.654 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.636 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.635 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.609 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.607 Vital: HR-avg0to1 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 209 | OR_unadj: 0.618 [0.317 1.205] | indivs AUC:0.448 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:-0.137 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.134 Newborn Diagnosis:9ccs253:Allergy:0.094 Diagnosis:9ccs245:Syncope:0.075 Diagnosis:9ccs188:Pelvic obstr:0.075 Diagnosis:9ccs231:Oth fracture:-0.068 Diagnosis:9ccs190:Fetal distrs:-0.064 Diagnosis:9ccs229:Fx arm:-0.052 Diagnosis:9ccs224:Ot perint dx:0.052 Diagnosis:9ccs252:Fatigue:0.052 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1059 | OR_unadj: 1.147 [0.861 1.527] | indivs AUC:0.541 Correlated most with: Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:1.000 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.999 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.731 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.731 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.655 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.652 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.635 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.634 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.608 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.605 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1060 | OR_unadj: 0.950 [0.691 1.307] | indivs AUC:0.516 Correlated most with: Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:1.000 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.997 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.915 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.912 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.722 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.719 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.714 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.711 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.710 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.708 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1056 | OR_unadj: 0.986 [0.740 1.313] | indivs AUC:0.488 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.933 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.931 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.721 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.720 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.709 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.708 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.688 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.686 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1057 | OR_unadj: 0.957 [0.702 1.304] | indivs AUC:0.506 Correlated most with: Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:1.000 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.997 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.914 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.912 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.721 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.719 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.713 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.711 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.709 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.708 Vital: RR-avg7to10 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 231 | OR_unadj: 0.785 [0.423 1.459] | indivs AUC:0.514 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:0.128 Diagnosis:9ccs125:Bronchitis:0.117 Diagnosis:9ccs106:Dysrhythmia:0.102 Diagnosis:9ccs257:Ot aftercare:0.095 Lab:292208 CBC/DIFF/PLT - Sunrise:-0.091 Diagnosis:9ccs90:Eye infectn:0.083 Diagnosis:9ccs7:Viral infect:0.081 Diagnosis:9ccs232:Sprain:-0.079 Diagnosis:9ccs247:Lymph enlarg:0.073 Diagnosis:9ccs133:Oth low resp:0.062 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1059 | OR_unadj: 1.001 [0.752 1.332] | indivs AUC:0.494 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.999 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.933 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.931 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.722 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.720 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.710 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.708 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.689 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.687 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1060 | OR_unadj: 1.111 [0.830 1.488] | indivs AUC:0.504 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.997 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.947 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.944 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.769 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.767 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.760 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.757 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.714 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.711 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1057 | OR_unadj: 1.115 [0.833 1.493] | indivs AUC:0.511 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.997 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.947 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.945 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.769 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.768 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.759 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.757 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.713 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.711 * Vital: RR-avg5to7 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 164 | OR_unadj: 0.339 [0.136 0.845] | indivs AUC:0.492 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.128 Diagnosis:9ccs246:FUO:-0.099 Number of Visits:0.095 Diagnosis:9ccs10:Immuniz/scrn:0.092 Diagnosis:9ccs231:Oth fracture:0.092 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.086 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.086 Newborn Diagnosis:9ccs133:Oth low resp:-0.085 Diagnosis:9ccs106:Dysrhythmia:0.084 Diagnosis:9ccs2620:E Codes: Unspecified:0.077 Vital: RR-avg10to13 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 215 | OR_unadj: 1.323 [0.778 2.248] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs128:Asthma:0.108 Diagnosis:9ccs221:Resp distres:0.106 Newborn Diagnosis:9ccs136:Teeth dx:0.089 Diagnosis:9ccs48:Thyroid dsor:0.088 Diagnosis:9ccs10:Immuniz/scrn:0.083 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.081 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.081 Diagnosis:9ccs16:Liver/ibd ca:-0.081 Diagnosis:9ccs234:Crush injury:0.073 Diagnosis:9ccs7:Viral infect:0.071 Vital: RR-avg0to1 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 140 | OR_unadj: 0.974 [0.474 2.002] | indivs AUC:0.496 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:-0.086 Diagnosis:9ccs224:Ot perint dx:0.079 Diagnosis:9ccs175:Ot femal gen:-0.064 Diagnosis:9ccs231:Oth fracture:-0.060 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.058 Newborn Diagnosis:9ccs59:Anemia:-0.058 Diagnosis:9ccs229:Fx arm:-0.051 Diagnosis:9ccs143:Abdom hernia:-0.049 Diagnosis:9ccs126:Ot up rsp in:-0.044 Lab:296169 RETICULOCYTE COUNT- LMC:0.041 Census:Percent; Estimate; Percent high school graduate or higher-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1060 | OR_unadj: 1.130 [0.854 1.496] | indivs AUC:0.496 Correlated most with: Census:Percent; Estimate; Percent high school graduate or higher-latest:1.000 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.933 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.931 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.915 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.912 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.779 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.776 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.760 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.757 Census:Percent; Estimate; Percent high school graduate or higher-birth | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1057 | OR_unadj: 1.134 [0.857 1.501] | indivs AUC:0.502 Correlated most with: Census:Percent; Estimate; Percent high school graduate or higher-birth:1.000 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.933 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.931 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.914 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.912 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.778 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.776 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.759 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.757 Vital: RR-avg19to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 166 | OR_unadj: 0.936 [0.487 1.798] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs123:Influenza:0.137 Diagnosis:9ccs59:Anemia:0.100 Diagnosis:9ccs132:Lung externl:-0.096 Diagnosis:9ccs89:Blindness:0.069 Diagnosis:9ccs168:PID:0.053 Diagnosis:9ccs151:Oth liver dx:0.052 Lab:294203 BILIRUBIN TOTAL - LMC:-0.050 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.050 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.049 Newborn Diagnosis:9ccs191:Amnios dx:0.048 Census:Percent; Estimate; Percent bachelor's degree or higher-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1059 | OR_unadj: 1.050 [0.773 1.426] | indivs AUC:0.466 Correlated most with: Census:Percent; Estimate; Percent bachelor's degree or higher-latest:1.000 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.998 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.947 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.945 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.930 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.928 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.779 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.776 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.722 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.722 Census:Percent; Estimate; Percent bachelor's degree or higher-birth | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1056 | OR_unadj: 1.054 [0.776 1.431] | indivs AUC:0.473 Correlated most with: Census:Percent; Estimate; Percent bachelor's degree or higher-birth:1.000 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.998 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.947 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.944 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.930 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.928 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.778 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.776 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.721 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.721 Vital: RR-avg1to3 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 162 | OR_unadj: 1.250 [0.715 2.185] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs73:Preadult dx:-0.220 Newborn Diagnosis:9ccs197:Skin infectn:0.097 Diagnosis:9ccs250:Nausea/vomit:-0.097 Newborn Diagnosis:9ccs219:Low birth wt:0.092 Diagnosis:9ccs74:Ot mentl cnd:0.089 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.085 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.085 Diagnosis:9ccs153:GI hemorrhag:0.084 Newborn Diagnosis:9ccs259:Unclassified:0.072 Diagnosis:9ccs143:Abdom hernia:-0.070 Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 116 | OR_unadj: 1.341 [0.705 2.553] | indivs AUC:0.522 Correlated most with: Lab:295669 BILIRUBIN DIRECT - LMC:1.000 Lab:296169 RETICULOCYTE COUNT- LMC:-0.218 Lab:294203 BILIRUBIN TOTAL - LMC:0.191 Newborn Diagnosis:9ccs214:GI cong anom:0.089 Lab:294495 LEAD, BLOOD - LMC:-0.087 Diagnosis:9ccs234:Crush injury:-0.085 Diagnosis:9ccs140:Gastritis:-0.082 Diagnosis:9ccs223:Birth trauma:0.079 Diagnosis:9ccs76:Meningitis:-0.072 Lab:292208 CBC/DIFF/PLT - Sunrise:-0.071 Vital: RR-avg16to19 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 154 | OR_unadj: 1.347 [0.768 2.362] | indivs AUC:0.513 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:0.092 Diagnosis:9ccs240:Burns:0.091 Diagnosis:9ccs125:Bronchitis:0.057 Diagnosis:9ccs95:Oth nerv dx:-0.053 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.052 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.051 Diagnosis:9ccs239:Superfic inj:0.051 Diagnosis:9ccs2:Septicemia:0.051 Diagnosis:9ccs133:Oth low resp:0.050 Diagnosis:9ccs105:Conduction:0.050 Diagnosis:9ccs239:Superfic inj | coef 0.002 95% CI: [-0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 152 | OR_unadj: 0.949 [0.591 1.522] | indivs AUC:0.469 Correlated most with: Diagnosis:9ccs239:Superfic inj:1.000 Number of Visits:0.203 Diagnosis:9ccs253:Allergy:0.139 Diagnosis:9ccs200:Oth skin dx:0.138 Diagnosis:9ccs155:Other GI dx:0.136 Diagnosis:9ccs256:Exam/eval:0.120 Diagnosis:9ccs126:Ot up rsp in:0.114 Diagnosis:9ccs133:Oth low resp:0.112 Diagnosis:9ccs246:FUO:0.110 Newborn Diagnosis:9ccs220:Birth asphyx:0.110 Vital: RR-avg13to16 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 163 | OR_unadj: 0.770 [0.363 1.632] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.100 Diagnosis:9ccs141:Ot dx stomch:-0.093 Diagnosis:9ccs257:Ot aftercare:0.068 Diagnosis:9ccs113:Late eff CVD:-0.060 Diagnosis:9ccs128:Asthma:0.058 Newborn Diagnosis:9ccs191:Amnios dx:0.057 Diagnosis:9ccs247:Lymph enlarg:0.057 Diagnosis:9ccs95:Oth nerv dx:-0.056 Diagnosis:9ccs91:Other eye dx:0.051 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.051 Vital: RR-avg3to5 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 144 | OR_unadj: 0.813 [0.383 1.729] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs106:Dysrhythmia:0.114 Diagnosis:9ccs128:Asthma:0.103 Diagnosis:9ccs219:Low birth wt:0.083 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.073 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.073 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.071 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.071 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.070 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.070 Diagnosis:9ccs0:No DX:0.066 Diagnosis:9ccs7:Viral infect | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 718 | OR_unadj: 0.855 [0.651 1.122] | indivs AUC:0.467 Correlated most with: Diagnosis:9ccs7:Viral infect:1.000 Number of Visits:0.408 Diagnosis:9ccs126:Ot up rsp in:0.236 Diagnosis:9ccs10:Immuniz/scrn:0.207 Diagnosis:9ccs90:Eye infectn:0.205 Diagnosis:9ccs255:Social admin:0.187 Diagnosis:9ccs133:Oth low resp:0.182 Diagnosis:9ccs92:Otitis media:0.174 Diagnosis:9ccs257:Ot aftercare:0.169 Diagnosis:9ccs125:Bronchitis:0.159 * Diagnosis:9ccs200:Oth skin dx | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 461 | OR_unadj: 0.717 [0.522 0.985] | indivs AUC:0.465 Correlated most with: Diagnosis:9ccs200:Oth skin dx:1.000 Number of Visits:0.231 Diagnosis:9ccs253:Allergy:0.201 Diagnosis:9ccs155:Other GI dx:0.168 Diagnosis:9ccs7:Viral infect:0.158 Diagnosis:9ccs256:Exam/eval:0.140 Diagnosis:9ccs239:Superfic inj:0.138 Diagnosis:9ccs126:Ot up rsp in:0.119 Diagnosis:9ccs255:Social admin:0.113 Diagnosis:9ccs10:Immuniz/scrn:0.106 Diagnosis:9ccs90:Eye infectn | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 400 | OR_unadj: 1.181 [0.871 1.601] | indivs AUC:0.560 Correlated most with: Diagnosis:9ccs90:Eye infectn:1.000 Number of Visits:0.286 Diagnosis:9ccs92:Otitis media:0.231 Diagnosis:9ccs7:Viral infect:0.205 Diagnosis:9ccs126:Ot up rsp in:0.191 Diagnosis:9ccs10:Immuniz/scrn:0.143 Diagnosis:9ccs125:Bronchitis:0.129 Diagnosis:9ccs255:Social admin:0.125 Diagnosis:9ccs133:Oth low resp:0.117 Diagnosis:9ccs135:Intest infct:0.112 Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 115 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.512 Correlated most with: Lab:294203 BILIRUBIN TOTAL - LMC:1.000 Lab:296169 RETICULOCYTE COUNT- LMC:-0.210 Lab:295669 BILIRUBIN DIRECT - LMC:0.191 Diagnosis:9ccs222:Perint jaund:-0.151 Diagnosis:9ccs151:Oth liver dx:-0.128 Lab:294495 LEAD, BLOOD - LMC:-0.100 Diagnosis:9ccs58:Ot nutrit dx:0.092 Diagnosis:9ccs234:Crush injury:-0.080 Diagnosis:9ccs89:Blindness:-0.064 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.056 * Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1406 | OR_unadj: 0.719 [0.517 0.999] | indivs AUC:0.515 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:1.000 Diagnosis:9ccs255:Social admin:0.458 Diagnosis:9ccs126:Ot up rsp in:0.312 Number of Visits:0.277 Diagnosis:9ccs7:Viral infect:0.207 Diagnosis:9ccs257:Ot aftercare:0.194 Diagnosis:9ccs92:Otitis media:0.191 Diagnosis:9ccs253:Allergy:0.179 Diagnosis:9ccs135:Intest infct:0.147 Diagnosis:9ccs90:Eye infectn:0.143 Diagnosis:9ccs126:Ot up rsp in | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1234 | OR_unadj: 1.180 [0.868 1.604] | indivs AUC:0.541 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:1.000 Number of Visits:0.430 Diagnosis:9ccs255:Social admin:0.355 Diagnosis:9ccs92:Otitis media:0.337 Diagnosis:9ccs10:Immuniz/scrn:0.312 Diagnosis:9ccs7:Viral infect:0.236 Diagnosis:9ccs257:Ot aftercare:0.228 Diagnosis:9ccs90:Eye infectn:0.191 Diagnosis:9ccs135:Intest infct:0.190 Diagnosis:9ccs133:Oth low resp:0.167 Diagnosis:9ccs151:Oth liver dx | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 168 | OR_unadj: 0.696 [0.423 1.144] | indivs AUC:0.532 Correlated most with: Diagnosis:9ccs151:Oth liver dx:1.000 Diagnosis:9ccs222:Perint jaund:0.187 Lab:294203 BILIRUBIN TOTAL - LMC:-0.128 Diagnosis:9ccs10:Immuniz/scrn:0.099 Number of Visits:0.095 Diagnosis:9ccs224:Ot perint dx:0.092 Diagnosis:9ccs257:Ot aftercare:0.087 Diagnosis:9ccs126:Ot up rsp in:0.079 Diagnosis:9ccs140:Gastritis:0.079 Diagnosis:9ccs155:Other GI dx:0.076 Diagnosis:9ccs253:Allergy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 840 | OR_unadj: 0.970 [0.744 1.266] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs253:Allergy:1.000 Number of Visits:0.271 Diagnosis:9ccs255:Social admin:0.212 Diagnosis:9ccs200:Oth skin dx:0.201 Diagnosis:9ccs10:Immuniz/scrn:0.179 Diagnosis:9ccs4:Mycoses:0.177 Diagnosis:9ccs126:Ot up rsp in:0.157 Diagnosis:9ccs257:Ot aftercare:0.157 Diagnosis:9ccs7:Viral infect:0.155 Diagnosis:9ccs239:Superfic inj:0.139 Newborn Diagnosis:9ccs259:Unclassified | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 74 | OR_unadj: 1.095 [0.581 2.061] | indivs AUC:0.506 Correlated most with: Newborn Diagnosis:9ccs259:Unclassified:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.304 MatDeliveryAge:0.105 Newborn Diagnosis:9ccs222:Perint jaund:0.093 Newborn Diagnosis:9ccs219:Low birth wt:0.080 Diagnosis:9ccs147:Anal/rectal:0.069 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.066 Diagnosis:9ccs75:Hx mental dx:0.060 Diagnosis:9ccs125:Bronchitis:0.054 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.051 * Newborn Diagnosis:9ccs256:Exam/eval | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 105 | OR_unadj: 1.637 [1.010 2.653] | indivs AUC:0.517 Correlated most with: Newborn Diagnosis:9ccs256:Exam/eval:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.306 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.206 Newborn Diagnosis:9ccs221:Resp distres:0.197 Newborn Diagnosis:9ccs222:Perint jaund:0.192 Diagnosis:9ccs219:Low birth wt:0.187 Newborn Diagnosis:9ccs224:Ot perint dx:0.127 Newborn Diagnosis:9ccs253:Allergy:0.108 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.095 Diagnosis:9ccs87:Retinal dx:0.095 Diagnosis:9ccs59:Anemia | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 135 | OR_unadj: 0.978 [0.596 1.604] | indivs AUC:0.528 Correlated most with: Diagnosis:9ccs59:Anemia:1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.165 Diagnosis:9ccs122:Pneumonia:0.103 Diagnosis:9ccs159:UTI:0.096 Diagnosis:9ccs243:Poisn nonmed:0.091 Number of Visits:0.090 Diagnosis:9ccs92:Otitis media:0.090 Diagnosis:9ccs10:Immuniz/scrn:0.088 Newborn Diagnosis:9ccs213:Cardiac anom:0.084 Newborn Diagnosis:9ccs59:Anemia:0.083 Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 491 | OR_unadj: 0.892 [0.662 1.202] | indivs AUC:0.481 Correlated most with: Newborn Diagnosis:9ccs224:Ot perint dx:1.000 Newborn Diagnosis:9ccs96:Hrt valve dx:0.129 Newborn Diagnosis:9ccs256:Exam/eval:0.127 Newborn Diagnosis:9ccs222:Perint jaund:0.105 Newborn Diagnosis:9ccs95:Oth nerv dx:0.085 Diagnosis:9ccs253:Allergy:-0.080 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.070 Newborn Diagnosis:9ccs253:Allergy:0.070 Newborn Diagnosis:9ccs200:Oth skin dx:0.060 Diagnosis:9ccs234:Crush injury:-0.056 Diagnosis:9ccs198:Ot infl skin | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 195 | OR_unadj: 0.769 [0.490 1.205] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs198:Ot infl skin:1.000 Diagnosis:9ccs253:Allergy:0.131 Diagnosis:9ccs200:Oth skin dx:0.104 Diagnosis:9ccs94:Other ear dx:0.084 Diagnosis:9ccs133:Oth low resp:0.084 Number of Visits:0.083 Diagnosis:9ccs211:Ot conn tiss:0.081 Diagnosis:9ccs61:Sickle cell:0.075 Diagnosis:9ccs257:Ot aftercare:0.075 Diagnosis:9ccs259:Unclassified:0.074 Diagnosis:9ccs197:Skin infectn | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 171 | OR_unadj: 1.339 [0.889 2.017] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs197:Skin infectn:1.000 Number of Visits:0.102 Diagnosis:9ccs92:Otitis media:0.090 Diagnosis:9ccs136:Teeth dx:0.088 Diagnosis:9ccs137:Mouth dx:0.083 Diagnosis:9ccs239:Superfic inj:0.080 Diagnosis:9ccs229:Fx arm:0.079 Diagnosis:9ccs2:Septicemia:0.079 Diagnosis:9ccs90:Eye infectn:0.077 Diagnosis:9ccs255:Social admin:0.075 * Diagnosis:9ccs58:Ot nutrit dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 160 | OR_unadj: 1.600 [1.067 2.397] | indivs AUC:0.527 Correlated most with: Diagnosis:9ccs58:Ot nutrit dx:1.000 Number of Visits:0.140 Diagnosis:9ccs74:Ot mentl cnd:0.102 Lab:294203 BILIRUBIN TOTAL - LMC:0.092 Diagnosis:9ccs256:Exam/eval:0.090 Diagnosis:9ccs253:Allergy:0.088 Diagnosis:9ccs155:Other GI dx:0.087 Diagnosis:9ccs134:Ot uppr resp:0.085 Diagnosis:9ccs250:Nausea/vomit:0.078 Diagnosis:9ccs132:Lung externl:0.075 Diagnosis:9ccs125:Bronchitis | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 394 | OR_unadj: 0.939 [0.683 1.292] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs125:Bronchitis:1.000 Number of Visits:0.248 Diagnosis:9ccs128:Asthma:0.241 Diagnosis:9ccs92:Otitis media:0.228 Diagnosis:9ccs257:Ot aftercare:0.216 Diagnosis:9ccs126:Ot up rsp in:0.165 Diagnosis:9ccs122:Pneumonia:0.164 Diagnosis:9ccs7:Viral infect:0.159 Diagnosis:9ccs133:Oth low resp:0.156 Diagnosis:9ccs135:Intest infct:0.131 Diagnosis:9ccs250:Nausea/vomit | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 89 | OR_unadj: 1.460 [0.855 2.494] | indivs AUC:0.543 Correlated most with: Diagnosis:9ccs250:Nausea/vomit:1.000 Number of Visits:0.168 Diagnosis:9ccs155:Other GI dx:0.124 Diagnosis:9ccs141:Ot dx stomch:0.120 Diagnosis:9ccs233:Intracrn inj:0.103 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.103 Diagnosis:9ccs73:Preadult dx:0.103 Newborn Diagnosis:9ccs59:Anemia:0.103 Diagnosis:9ccs120:Hemmorhoids:0.103 Newborn Diagnosis:9ccs176:Contraceptiv:0.103 Diagnosis:9ccs217:Ot cong anom | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 148 | OR_unadj: 0.870 [0.532 1.422] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs217:Ot cong anom:1.000 Diagnosis:9ccs89:Blindness:0.259 Diagnosis:9ccs91:Other eye dx:0.181 Diagnosis:9ccs47:Ot bnign neo:0.154 Diagnosis:9ccs95:Oth nerv dx:0.112 Number of Visits:0.110 Diagnosis:9ccs257:Ot aftercare:0.107 Diagnosis:9ccs10:Immuniz/scrn:0.102 Diagnosis:9ccs216:Nerv cong an:0.101 Diagnosis:9ccs74:Ot mentl cnd:0.099 Diagnosis:9ccs135:Intest infct | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 394 | OR_unadj: 1.151 [0.847 1.565] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs135:Intest infct:1.000 Number of Visits:0.310 Diagnosis:9ccs126:Ot up rsp in:0.190 Diagnosis:9ccs92:Otitis media:0.183 Diagnosis:9ccs7:Viral infect:0.156 Diagnosis:9ccs10:Immuniz/scrn:0.147 Diagnosis:9ccs125:Bronchitis:0.131 Diagnosis:9ccs253:Allergy:0.129 Diagnosis:9ccs255:Social admin:0.124 Diagnosis:9ccs257:Ot aftercare:0.120 Diagnosis:9ccs133:Oth low resp | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 189 | OR_unadj: 0.638 [0.393 1.036] | indivs AUC:0.466 Correlated most with: Diagnosis:9ccs133:Oth low resp:1.000 Number of Visits:0.337 Diagnosis:9ccs128:Asthma:0.220 Diagnosis:9ccs7:Viral infect:0.182 Diagnosis:9ccs126:Ot up rsp in:0.167 Diagnosis:9ccs127:COPD:0.166 Diagnosis:9ccs122:Pneumonia:0.161 Diagnosis:9ccs125:Bronchitis:0.156 Diagnosis:9ccs257:Ot aftercare:0.147 Diagnosis:9ccs256:Exam/eval:0.146 * Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 174 | OR_unadj: 0.582 [0.346 0.978] | indivs AUC:0.466 Correlated most with: Diagnosis:9ccs222:Perint jaund:1.000 Diagnosis:9ccs151:Oth liver dx:0.187 Lab:294203 BILIRUBIN TOTAL - LMC:-0.151 Newborn Diagnosis:9ccs222:Perint jaund:0.115 Diagnosis:9ccs188:Pelvic obstr:0.102 Diagnosis:9ccs155:Other GI dx:0.090 Diagnosis:9ccs257:Ot aftercare:0.087 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.077 Diagnosis:9ccs154:Gastroent:0.075 Diagnosis:9ccs2619:e codes: other specified- nec:0.072 Diagnosis:9ccs4:Mycoses | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 178 | OR_unadj: 0.912 [0.584 1.423] | indivs AUC:0.473 Correlated most with: Diagnosis:9ccs4:Mycoses:1.000 Diagnosis:9ccs253:Allergy:0.177 Number of Visits:0.151 Diagnosis:9ccs200:Oth skin dx:0.102 Diagnosis:9ccs7:Viral infect:0.077 Diagnosis:9ccs256:Exam/eval:0.076 Diagnosis:9ccs126:Ot up rsp in:0.072 Diagnosis:9ccs145:Int obstruct:0.071 Diagnosis:9ccs225:Joint injury:0.071 Diagnosis:9ccs2620:E Codes: Unspecified:0.071 Diagnosis:9ccs256:Exam/eval | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 129 | OR_unadj: 0.612 [0.339 1.102] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs256:Exam/eval:1.000 Number of Visits:0.179 Diagnosis:9ccs133:Oth low resp:0.146 Diagnosis:9ccs200:Oth skin dx:0.140 Diagnosis:9ccs239:Superfic inj:0.120 Diagnosis:9ccs155:Other GI dx:0.112 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.099 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.099 Diagnosis:9ccs229:Fx arm:0.094 Diagnosis:9ccs7:Viral infect:0.092 Diagnosis:9ccs136:Teeth dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 130 | OR_unadj: 0.777 [0.452 1.334] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs136:Teeth dx:1.000 Number of Visits:0.169 Diagnosis:9ccs258:Other screen:0.143 Diagnosis:9ccs7:Viral infect:0.130 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.119 Diagnosis:9ccs10:Immuniz/scrn:0.102 Diagnosis:9ccs140:Gastritis:0.096 Diagnosis:9ccs133:Oth low resp:0.088 Diagnosis:9ccs197:Skin infectn:0.088 Diagnosis:9ccs228:Fx skull fac:0.084 Diagnosis:9ccs257:Ot aftercare | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 730 | OR_unadj: 0.962 [0.735 1.259] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs257:Ot aftercare:1.000 Number of Visits:0.325 Diagnosis:9ccs126:Ot up rsp in:0.228 Diagnosis:9ccs92:Otitis media:0.226 Diagnosis:9ccs125:Bronchitis:0.216 Diagnosis:9ccs10:Immuniz/scrn:0.194 Diagnosis:9ccs255:Social admin:0.190 Diagnosis:9ccs7:Viral infect:0.169 Diagnosis:9ccs253:Allergy:0.157 Diagnosis:9ccs128:Asthma:0.152 Newborn Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 169 | OR_unadj: 1.244 [0.818 1.892] | indivs AUC:0.503 Correlated most with: Newborn Diagnosis:9ccs222:Perint jaund:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.264 Newborn Diagnosis:9ccs256:Exam/eval:0.192 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.181 Newborn Diagnosis:9ccs253:Allergy:0.154 Newborn Diagnosis:9ccs221:Resp distres:0.149 Diagnosis:9ccs219:Low birth wt:0.119 Diagnosis:9ccs222:Perint jaund:0.115 Newborn Diagnosis:9ccs224:Ot perint dx:0.105 Number of Visits:0.103 Diagnosis:9ccs122:Pneumonia | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 123 | OR_unadj: 1.174 [0.719 1.916] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs122:Pneumonia:1.000 Number of Visits:0.235 Diagnosis:9ccs128:Asthma:0.211 Diagnosis:9ccs125:Bronchitis:0.164 Diagnosis:9ccs133:Oth low resp:0.161 Diagnosis:9ccs127:COPD:0.147 Diagnosis:9ccs92:Otitis media:0.145 Diagnosis:9ccs126:Ot up rsp in:0.115 Diagnosis:9ccs59:Anemia:0.103 Diagnosis:9ccs90:Eye infectn:0.091 Diagnosis:9ccs259:Unclassified | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 113 | OR_unadj: 0.653 [0.353 1.206] | indivs AUC:0.516 Correlated most with: Diagnosis:9ccs259:Unclassified:1.000 Diagnosis:9ccs61:Sickle cell:0.111 Number of Visits:0.108 Diagnosis:9ccs96:Hrt valve dx:0.096 Diagnosis:9ccs242:Poisn ot med:0.093 Diagnosis:9ccs254:Rehab:0.091 Lab:294147 FREE T4 - LMC:0.084 Diagnosis:9ccs134:Ot uppr resp:0.077 Diagnosis:9ccs55:Fluid/elc dx:0.076 Diagnosis:9ccs250:Nausea/vomit:0.075 Diagnosis:9ccs155:Other GI dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 446 | OR_unadj: 0.796 [0.581 1.090] | indivs AUC:0.428 Correlated most with: Diagnosis:9ccs155:Other GI dx:1.000 Number of Visits:0.304 Diagnosis:9ccs200:Oth skin dx:0.168 Diagnosis:9ccs7:Viral infect:0.153 Diagnosis:9ccs126:Ot up rsp in:0.144 Diagnosis:9ccs239:Superfic inj:0.136 Diagnosis:9ccs10:Immuniz/scrn:0.130 Diagnosis:9ccs250:Nausea/vomit:0.124 Diagnosis:9ccs133:Oth low resp:0.116 Diagnosis:9ccs91:Other eye dx:0.113 Diagnosis:9ccs91:Other eye dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 140 | OR_unadj: 0.818 [0.490 1.368] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs91:Other eye dx:1.000 Diagnosis:9ccs89:Blindness:0.284 Diagnosis:9ccs217:Ot cong anom:0.181 Number of Visits:0.151 Diagnosis:9ccs155:Other GI dx:0.113 Diagnosis:9ccs90:Eye infectn:0.101 Diagnosis:9ccs10:Immuniz/scrn:0.086 Diagnosis:9ccs233:Intracrn inj:0.081 Diagnosis:9ccs120:Hemmorhoids:0.081 Diagnosis:9ccs199:Ulcer skin:0.081 Diagnosis:9ccs92:Otitis media | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 737 | OR_unadj: 1.137 [0.871 1.485] | indivs AUC:0.553 Correlated most with: Diagnosis:9ccs92:Otitis media:1.000 Number of Visits:0.408 Diagnosis:9ccs126:Ot up rsp in:0.337 Diagnosis:9ccs90:Eye infectn:0.231 Diagnosis:9ccs125:Bronchitis:0.228 Diagnosis:9ccs257:Ot aftercare:0.226 Diagnosis:9ccs255:Social admin:0.192 Diagnosis:9ccs10:Immuniz/scrn:0.191 Diagnosis:9ccs135:Intest infct:0.183 Diagnosis:9ccs7:Viral infect:0.174 Diagnosis:9ccs134:Ot uppr resp | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 127 | OR_unadj: 1.126 [0.691 1.835] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:1.000 Number of Visits:0.199 Diagnosis:9ccs62:Coag/hemr dx:0.150 Diagnosis:9ccs133:Oth low resp:0.134 Diagnosis:9ccs126:Ot up rsp in:0.114 Diagnosis:9ccs90:Eye infectn:0.095 Diagnosis:9ccs123:Influenza:0.093 Diagnosis:9ccs72:Anxiety dx:0.085 Diagnosis:9ccs73:Preadult dx:0.085 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.085 Diagnosis:9ccs96:Hrt valve dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 155 | OR_unadj: 0.872 [0.539 1.410] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.525 Diagnosis:9ccs117:Ot circul dx:0.230 Newborn Diagnosis:9ccs96:Hrt valve dx:0.220 Newborn Diagnosis:9ccs213:Cardiac anom:0.181 Diagnosis:9ccs259:Unclassified:0.096 Diagnosis:9ccs10:Immuniz/scrn:0.090 Diagnosis:9ccs257:Ot aftercare:0.088 Number of Visits:0.077 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.077 Diagnosis:9ccs127:COPD | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 77 | OR_unadj: 0.936 [0.487 1.798] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs127:COPD:1.000 Number of Visits:0.203 Diagnosis:9ccs133:Oth low resp:0.166 Diagnosis:9ccs122:Pneumonia:0.147 Diagnosis:9ccs240:Burns:0.117 Diagnosis:9ccs125:Bronchitis:0.115 Diagnosis:9ccs118:Phlebitis:0.111 Diagnosis:9ccs73:Preadult dx:0.111 Diagnosis:9ccs128:Asthma:0.109 Diagnosis:9ccs126:Ot up rsp in:0.108 Diagnosis:9ccs113:Late eff CVD | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 85 | OR_unadj: 1.437 [0.830 2.488] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs113:Late eff CVD:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.180 Diagnosis:9ccs94:Other ear dx:0.141 Diagnosis:9ccs83:Epilepsy/cnv:0.113 Diagnosis:9ccs145:Int obstruct:0.106 Diagnosis:9ccs70:Schizo/rl dx:0.106 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.106 Diagnosis:9ccs118:Phlebitis:0.106 Number of Visits:0.098 Lab:292208 CBC/DIFF/PLT - Sunrise:0.091 Diagnosis:9ccs255:Social admin | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1616 | OR_unadj: 0.664 [0.382 1.152] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs255:Social admin:1.000 Diagnosis:9ccs10:Immuniz/scrn:0.458 Diagnosis:9ccs126:Ot up rsp in:0.355 Diagnosis:9ccs253:Allergy:0.212 Diagnosis:9ccs92:Otitis media:0.192 Diagnosis:9ccs257:Ot aftercare:0.190 Diagnosis:9ccs7:Viral infect:0.187 Number of Visits:0.148 Diagnosis:9ccs90:Eye infectn:0.125 Diagnosis:9ccs125:Bronchitis:0.124 Diagnosis:9ccs74:Ot mentl cnd | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 146 | OR_unadj: 1.311 [0.844 2.037] | indivs AUC:0.543 Correlated most with: Diagnosis:9ccs74:Ot mentl cnd:1.000 Diagnosis:9ccs95:Oth nerv dx:0.195 Diagnosis:9ccs113:Late eff CVD:0.180 Number of Visits:0.177 Newborn Diagnosis:9ccs219:Low birth wt:0.126 Diagnosis:9ccs159:UTI:0.115 Diagnosis:9ccs94:Other ear dx:0.111 Diagnosis:9ccs58:Ot nutrit dx:0.102 Diagnosis:9ccs238:Complic proc:0.100 Diagnosis:9ccs217:Ot cong anom:0.099 Diagnosis:9ccs0:No DX | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 84 | OR_unadj: 0.664 [0.328 1.344] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs0:No DX:1.000 Diagnosis:9ccs49:DiabMel no c:0.106 Diagnosis:9ccs10:Immuniz/scrn:0.104 Diagnosis:9ccs159:UTI:0.067 Diagnosis:9ccs123:Influenza:0.066 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.062 Diagnosis:9ccs250:Nausea/vomit:-0.054 Diagnosis:9ccs243:Poisn nonmed:0.053 Lab:292208 CBC/DIFF/PLT - Sunrise:-0.046 Diagnosis:9ccs212:Ot bone dx:0.046 Diagnosis:9ccs94:Other ear dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 136 | OR_unadj: 0.734 [0.428 1.260] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs94:Other ear dx:1.000 Number of Visits:0.213 Diagnosis:9ccs113:Late eff CVD:0.141 Diagnosis:9ccs126:Ot up rsp in:0.123 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.116 Diagnosis:9ccs74:Ot mentl cnd:0.111 Diagnosis:9ccs155:Other GI dx:0.100 Diagnosis:9ccs257:Ot aftercare:0.099 Diagnosis:9ccs135:Intest infct:0.095 Diagnosis:9ccs239:Superfic inj:0.090 Diagnosis:9ccs213:Cardiac anom | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 54 | OR_unadj: 0.697 [0.295 1.646] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs96:Hrt valve dx:0.525 Newborn Diagnosis:9ccs213:Cardiac anom:0.330 Diagnosis:9ccs117:Ot circul dx:0.310 Newborn Diagnosis:9ccs96:Hrt valve dx:0.280 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.134 Diagnosis:9ccs105:Conduction:0.134 Newborn Diagnosis:9ccs134:Ot uppr resp:0.134 Diagnosis:9ccs106:Dysrhythmia:0.092 Lab:292495 LEAD LEVEL - Sunrise:-0.074 Diagnosis:9ccs137:Mouth dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 67 | OR_unadj: 0.988 [0.498 1.960] | indivs AUC:0.532 Correlated most with: Diagnosis:9ccs137:Mouth dx:1.000 Number of Visits:0.135 Diagnosis:9ccs7:Viral infect:0.127 Diagnosis:9ccs92:Otitis media:0.103 Diagnosis:9ccs197:Skin infectn:0.083 Diagnosis:9ccs136:Teeth dx:0.078 Diagnosis:9ccs126:Ot up rsp in:0.077 Newborn Diagnosis:9ccs223:Birth trauma:0.065 Diagnosis:9ccs151:Oth liver dx:0.065 Diagnosis:9ccs229:Fx arm:0.064 Newborn Diagnosis:9ccs217:Ot cong anom | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 52 | OR_unadj: 1.025 [0.477 2.203] | indivs AUC:0.481 Correlated most with: Newborn Diagnosis:9ccs217:Ot cong anom:1.000 Diagnosis:9ccs142:Appendicitis:0.137 Diagnosis:9ccs211:Ot conn tiss:0.107 Lab:296169 RETICULOCYTE COUNT- LMC:0.100 Newborn Diagnosis:9ccs214:GI cong anom:0.094 Diagnosis:9ccs245:Syncope:0.094 Diagnosis:9ccs217:Ot cong anom:0.090 Diagnosis:9ccs147:Anal/rectal:0.089 Newborn Diagnosis:9ccs253:Allergy:0.076 Diagnosis:9ccs208:Acq foot def:0.071 Diagnosis:9ccs128:Asthma | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 105 | OR_unadj: 1.094 [0.640 1.873] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs128:Asthma:1.000 Number of Visits:0.250 Diagnosis:9ccs125:Bronchitis:0.241 Diagnosis:9ccs133:Oth low resp:0.220 Diagnosis:9ccs122:Pneumonia:0.211 Diagnosis:9ccs257:Ot aftercare:0.152 Diagnosis:9ccs92:Otitis media:0.150 Diagnosis:9ccs126:Ot up rsp in:0.130 Diagnosis:9ccs7:Viral infect:0.112 Diagnosis:9ccs127:COPD:0.109 Diagnosis:9ccs224:Ot perint dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 57 | OR_unadj: 0.917 [0.429 1.960] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs224:Ot perint dx:1.000 Diagnosis:9ccs168:PID:0.178 Diagnosis:9ccs205:Back problem:0.140 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.130 Newborn Diagnosis:9ccs59:Anemia:0.130 Diagnosis:9ccs219:Low birth wt:0.110 Diagnosis:9ccs163:Other GU dx:0.101 Lab:296169 RETICULOCYTE COUNT- LMC:-0.095 Diagnosis:9ccs151:Oth liver dx:0.092 Diagnosis:9ccs76:Meningitis:0.091 Diagnosis:9ccs159:UTI | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 90 | OR_unadj: 1.134 [0.641 2.008] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs159:UTI:1.000 Diagnosis:9ccs161:Ot dx kidney:0.240 Number of Visits:0.205 Diagnosis:9ccs257:Ot aftercare:0.118 Diagnosis:9ccs74:Ot mentl cnd:0.115 Diagnosis:9ccs125:Bronchitis:0.113 Diagnosis:9ccs92:Otitis media:0.106 Diagnosis:9ccs163:Other GU dx:0.106 Newborn Diagnosis:9ccs134:Ot uppr resp:0.103 Newborn Diagnosis:9ccs133:Oth low resp:0.103 Newborn Diagnosis:9ccs94:Other ear dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1642 | OR_unadj: 1.497 [0.635 3.528] | indivs AUC:0.509 Correlated most with: Newborn Diagnosis:9ccs94:Other ear dx:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.316 Newborn Diagnosis:9ccs0:No DX:-0.294 Diagnosis:9ccs87:Retinal dx:-0.131 Diagnosis:9ccs120:Hemmorhoids:-0.131 Newborn Diagnosis:9ccs55:Fluid/elc dx:-0.131 Newborn Diagnosis:9ccs219:Low birth wt:-0.120 Newborn Diagnosis:9ccs253:Allergy:-0.115 Newborn Diagnosis:9ccs214:GI cong anom:-0.090 Newborn Diagnosis:9ccs222:Perint jaund:-0.071 Diagnosis:9ccs138:Esophgeal dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 56 | OR_unadj: 0.668 [0.283 1.575] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:1.000 Diagnosis:9ccs129:Asp pneumon:0.131 Diagnosis:9ccs87:Retinal dx:0.131 Newborn Diagnosis:9ccs59:Anemia:0.131 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.131 Diagnosis:9ccs89:Blindness:0.117 Diagnosis:9ccs238:Complic proc:0.112 Lab:296169 RETICULOCYTE COUNT- LMC:-0.096 Diagnosis:9ccs250:Nausea/vomit:0.090 Diagnosis:9ccs247:Lymph enlarg:0.087 Diagnosis:9ccs209:Ot acq defor | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 30 | OR_unadj: 0.191 [0.026 1.409] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs209:Ot acq defor:1.000 Newborn Diagnosis:9ccs143:Abdom hernia:0.181 Newborn Diagnosis:9ccs197:Skin infectn:0.181 Diagnosis:9ccs252:Fatigue:0.181 Diagnosis:9ccs52:Nutrit defic:0.178 Diagnosis:9ccs63:Wht blood dx:0.121 Diagnosis:9ccs208:Acq foot def:0.101 Diagnosis:9ccs51:Ot endo dsor:0.095 Diagnosis:9ccs212:Ot bone dx:0.095 Newborn Diagnosis:9ccs0:No DX:0.075 Vital: HC Percentile-latest | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 57 | OR_unadj: 1.129 [0.428 2.977] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:-0.169 Diagnosis:10ccs238:Complic proc:0.147 Diagnosis:9ccs2604:E Codes: Fire/burn:0.147 Diagnosis:9ccs16:Liver/ibd ca:0.133 Lab:323825 STREP SCREEN THROAT - Sunrise:0.122 Newborn Diagnosis:9ccs216:Nerv cong an:0.094 Diagnosis:9ccs163:Other GU dx:0.068 Newborn Diagnosis:9ccs95:Oth nerv dx:0.059 Diagnosis:9ccs59:Anemia:0.058 Diagnosis:9ccs204:Ot joint dx:0.056 Lab:297262 HEMOGLOBIN (HEMOCUE) | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 37 | OR_unadj: nan [ nan nan] | indivs AUC:0.501 Correlated most with: Lab:297262 HEMOGLOBIN (HEMOCUE):1.000 Diagnosis:9ccs59:Anemia:-0.165 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.163 Newborn Diagnosis:9ccs59:Anemia:-0.163 Diagnosis:9ccs132:Lung externl:-0.163 Lab:306025 PPD:-0.135 Diagnosis:9ccs76:Meningitis:-0.120 Lab:296169 RETICULOCYTE COUNT- LMC:0.118 Diagnosis:9ccs231:Oth fracture:-0.090 Diagnosis:9ccs224:Ot perint dx:-0.084 Diagnosis:9ccs251:Abdomnl pain | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 13 | OR_unadj: 0.467 [0.060 3.610] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:1.000 Diagnosis:10ccs238:Complic proc:0.276 Diagnosis:9ccs2604:E Codes: Fire/burn:0.276 Diagnosis:9ccs246:FUO:0.194 Diagnosis:9ccs62:Coag/hemr dx:0.120 Diagnosis:9ccs204:Ot joint dx:0.100 Diagnosis:9ccs242:Poisn ot med:0.100 Diagnosis:9ccs175:Ot femal gen:0.100 Diagnosis:9ccs168:PID:0.093 Diagnosis:9ccs155:Other GI dx:0.086 Diagnosis:9ccs2603:E Codes: Fall | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 33 | OR_unadj: 1.006 [0.385 2.630] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs2603:E Codes: Fall:1.000 Diagnosis:10ccs58:Ot nutrit dx:0.756 Diagnosis:9ccs2620:E Codes: Unspecified:0.172 Newborn Diagnosis:9ccs95:Oth nerv dx:0.150 Diagnosis:9ccs196:Nml preg/del:0.120 Diagnosis:9ccs231:Oth fracture:0.096 Diagnosis:9ccs244:Other injury:0.092 Diagnosis:9ccs155:Other GI dx:0.090 Number of Visits:0.073 Newborn Diagnosis:9ccs0:No DX:0.071 Newborn Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 102 | OR_unadj: 1.051 [0.606 1.824] | indivs AUC:0.494 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:1.000 Diagnosis:9ccs219:Low birth wt:0.413 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.312 Newborn Diagnosis:9ccs256:Exam/eval:0.306 Newborn Diagnosis:9ccs221:Resp distres:0.272 Newborn Diagnosis:9ccs222:Perint jaund:0.264 Newborn Diagnosis:9ccs253:Allergy:0.240 Diagnosis:9ccs74:Ot mentl cnd:0.126 Newborn Diagnosis:9ccs94:Other ear dx:-0.120 Diagnosis:9ccs143:Abdom hernia:0.104 Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 37 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs47:Ot bnign neo:1.000 Newborn Diagnosis:9ccs47:Ot bnign neo:0.163 Diagnosis:9ccs252:Fatigue:0.163 Diagnosis:9ccs217:Ot cong anom:0.154 Diagnosis:9ccs123:Influenza:0.115 Diagnosis:9ccs106:Dysrhythmia:0.112 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.104 Newborn Diagnosis:9ccs223:Birth trauma:0.099 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.097 Diagnosis:9ccs44:Neoplsm unsp:0.076 Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1611 | OR_unadj: 1.569 [0.777 3.170] | indivs AUC:0.512 Correlated most with: Newborn Diagnosis:9ccs10:Immuniz/scrn:1.000 Newborn Diagnosis:9ccs94:Other ear dx:0.316 Newborn Diagnosis:9ccs219:Low birth wt:-0.312 Newborn Diagnosis:9ccs259:Unclassified:-0.304 Newborn Diagnosis:9ccs0:No DX:-0.234 Newborn Diagnosis:9ccs256:Exam/eval:-0.206 Newborn Diagnosis:9ccs222:Perint jaund:-0.181 Newborn Diagnosis:9ccs221:Resp distres:-0.140 Diagnosis:9ccs219:Low birth wt:-0.123 Newborn Diagnosis:9ccs253:Allergy:-0.122 Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 42 | OR_unadj: 1.336 [0.611 2.920] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs95:Oth nerv dx:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.195 Diagnosis:9ccs70:Schizo/rl dx:0.152 Diagnosis:9ccs87:Retinal dx:0.152 Diagnosis:9ccs143:Abdom hernia:0.131 Diagnosis:9ccs208:Acq foot def:0.129 Number of Visits:0.116 Diagnosis:9ccs217:Ot cong anom:0.112 Newborn Diagnosis:9ccs200:Oth skin dx:0.108 Diagnosis:9ccs216:Nerv cong an:0.100 Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 49 | OR_unadj: 1.277 [0.612 2.665] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs143:Abdom hernia:1.000 Newborn Diagnosis:9ccs143:Abdom hernia:0.141 Diagnosis:9ccs73:Preadult dx:0.141 Diagnosis:9ccs118:Phlebitis:0.141 Diagnosis:9ccs87:Retinal dx:0.141 Diagnosis:9ccs142:Appendicitis:0.141 Diagnosis:9ccs5:HIV infectn:0.141 Diagnosis:9ccs95:Oth nerv dx:0.131 Newborn Diagnosis:9ccs219:Low birth wt:0.104 Diagnosis:9ccs219:Low birth wt:0.093 Diagnosis:9ccs247:Lymph enlarg | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 25 | OR_unadj: 1.416 [0.527 3.808] | indivs AUC:0.515 Correlated most with: Diagnosis:9ccs247:Lymph enlarg:1.000 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.206 Diagnosis:9ccs254:Rehab:0.199 Diagnosis:9ccs246:FUO:0.138 Diagnosis:9ccs138:Esophgeal dx:0.087 Newborn Diagnosis:9ccs223:Birth trauma:0.080 Diagnosis:9ccs223:Birth trauma:0.077 Diagnosis:9ccs48:Thyroid dsor:0.075 Lab:292495 LEAD LEVEL - Sunrise:0.069 Diagnosis:9ccs242:Poisn ot med:0.068 Diagnosis:9ccs244:Other injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.363 [0.696 2.667] | indivs AUC:0.512 Correlated most with: Diagnosis:9ccs244:Other injury:1.000 Number of Visits:0.151 Diagnosis:9ccs229:Fx arm:0.148 Diagnosis:9ccs163:Other GU dx:0.101 Diagnosis:9ccs2603:E Codes: Fall:0.092 Diagnosis:9ccs135:Intest infct:0.091 Diagnosis:9ccs155:Other GI dx:0.089 Diagnosis:9ccs188:Pelvic obstr:0.089 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.089 Diagnosis:9ccs126:Ot up rsp in:0.085 Diagnosis:10ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.057 [0.306 3.653] | indivs AUC:0.500 Correlated most with: Diagnosis:10ccs58:Ot nutrit dx:1.000 Diagnosis:9ccs2603:E Codes: Fall:0.756 Diagnosis:9ccs2620:E Codes: Unspecified:0.228 Diagnosis:9ccs231:Oth fracture:0.129 Diagnosis:9ccs155:Other GI dx:0.089 Diagnosis:9ccs175:Ot femal gen:0.081 Diagnosis:9ccs219:Low birth wt:0.078 Diagnosis:9ccs244:Other injury:0.073 Diagnosis:9ccs239:Superfic inj:0.065 Diagnosis:9ccs125:Bronchitis:0.061 Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.773 [0.270 2.219] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs89:Blindness:1.000 Diagnosis:9ccs91:Other eye dx:0.284 Diagnosis:9ccs217:Ot cong anom:0.259 Diagnosis:9ccs210:SLE:0.172 Diagnosis:9ccs233:Intracrn inj:0.172 Diagnosis:9ccs62:Coag/hemr dx:0.150 Lab:296169 RETICULOCYTE COUNT- LMC:0.124 Diagnosis:9ccs138:Esophgeal dx:0.117 Number of Visits:0.101 Diagnosis:9ccs212:Ot bone dx:0.090 Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.400 [0.052 3.055] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs55:Fluid/elc dx:1.000 Diagnosis:9ccs204:Ot joint dx:0.092 Diagnosis:9ccs242:Poisn ot med:0.092 Diagnosis:9ccs219:Low birth wt:0.091 Lab:294147 FREE T4 - LMC:0.086 Diagnosis:9ccs239:Superfic inj:0.081 Diagnosis:9ccs89:Blindness:0.078 Diagnosis:9ccs259:Unclassified:0.076 Diagnosis:9ccs243:Poisn nonmed:0.075 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.066 * Diagnosis:9ccs234:Crush injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 2.704 [1.154 6.333] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs234:Crush injury:1.000 Lab:296169 RETICULOCYTE COUNT- LMC:0.142 Lab:295669 BILIRUBIN DIRECT - LMC:-0.085 Diagnosis:9ccs238:Complic proc:0.084 Lab:294203 BILIRUBIN TOTAL - LMC:-0.080 Diagnosis:9ccs242:Poisn ot med:0.068 Diagnosis:9ccs127:COPD:0.067 Diagnosis:9ccs247:Lymph enlarg:0.066 Newborn Diagnosis:9ccs221:Resp distres:0.063 Diagnosis:9ccs64:Ot hematl dx:0.063 Diagnosis:9ccs124:Tonsillitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.832 [0.289 2.398] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs124:Tonsillitis:1.000 Diagnosis:9ccs105:Conduction:0.178 Lab:323700 CULTURE THROAT W SENS - Sunrise:0.128 Diagnosis:9ccs106:Dysrhythmia:0.124 Lab:292495 LEAD LEVEL - Sunrise:-0.097 Diagnosis:9ccs127:COPD:0.097 Diagnosis:9ccs92:Otitis media:0.094 Number of Visits:0.082 Diagnosis:9ccs135:Intest infct:0.071 Diagnosis:9ccs48:Thyroid dsor:0.066 Diagnosis:9ccs243:Poisn nonmed | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs243:Poisn nonmed:1.000 Lab:292495 LEAD LEVEL - Sunrise:-0.414 Diagnosis:9ccs242:Poisn ot med:0.115 Lab:294495 LEAD, BLOOD - LMC:-0.092 Diagnosis:9ccs59:Anemia:0.091 Diagnosis:9ccs163:Other GU dx:0.085 Diagnosis:9ccs76:Meningitis:0.078 Diagnosis:9ccs55:Fluid/elc dx:0.075 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.060 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.060 Diagnosis:9ccs171:Menstrual dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs171:Menstrual dx:1.000 Diagnosis:9ccs224:Ot perint dx:0.089 Newborn Diagnosis:9ccs224:Ot perint dx:0.054 Diagnosis:9ccs217:Ot cong anom:0.050 Diagnosis:9ccs92:Otitis media:-0.030 Diagnosis:9ccs7:Viral infect:-0.029 Number of Visits:-0.021 Diagnosis:9ccs200:Oth skin dx:-0.021 Diagnosis:9ccs155:Other GI dx:-0.020 Diagnosis:9ccs90:Eye infectn:-0.019 Vital: HC Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs16:Liver/ibd ca:0.260 Diagnosis:9ccs87:Retinal dx:0.227 Newborn Diagnosis:9ccs216:Nerv cong an:0.184 Newborn Diagnosis:9ccs0:No DX:0.119 Newborn Diagnosis:9ccs95:Oth nerv dx:0.116 Diagnosis:9ccs238:Complic proc:0.102 Diagnosis:9ccs216:Nerv cong an:0.092 Diagnosis:9ccs250:Nausea/vomit:0.085 Diagnosis:9ccs214:GI cong anom:0.077 Diagnosis:9ccs138:Esophgeal dx:0.076 Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.209 [0.345 4.239] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:1.000 Diagnosis:9ccs245:Syncope:0.341 Diagnosis:9ccs233:Intracrn inj:0.241 Newborn Diagnosis:9ccs59:Anemia:0.241 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.241 Diagnosis:9ccs118:Phlebitis:0.241 Diagnosis:9ccs48:Thyroid dsor:0.193 Lab:296169 RETICULOCYTE COUNT- LMC:-0.172 Diagnosis:9ccs113:Late eff CVD:0.113 Diagnosis:9ccs238:Complic proc:0.104 Diagnosis:9ccs258:Other screen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.384 [0.091 1.618] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs258:Other screen:1.000 Diagnosis:9ccs2619:e codes: other specified- nec:0.178 Diagnosis:9ccs228:Fx skull fac:0.178 Diagnosis:9ccs136:Teeth dx:0.143 Lab:296169 RETICULOCYTE COUNT- LMC:0.128 Newborn Diagnosis:9ccs214:GI cong anom:0.124 Diagnosis:9ccs239:Superfic inj:0.096 Diagnosis:9ccs214:GI cong anom:0.094 Diagnosis:9ccs133:Oth low resp:0.092 Diagnosis:9ccs155:Other GI dx:0.079 Vital: BP-latest | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:0.196 Diagnosis:9ccs214:GI cong anom:0.093 Diagnosis:9ccs4:Mycoses:0.087 Diagnosis:9ccs233:Intracrn inj:-0.079 Diagnosis:9ccs222:Perint jaund:0.068 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.068 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.067 Diagnosis:9ccs200:Oth skin dx:0.054 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.051 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.051 Diagnosis:9ccs2:Septicemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2:Septicemia:1.000 Diagnosis:9ccs233:Intracrn inj:0.408 Newborn Diagnosis:9ccs216:Nerv cong an:0.287 Newborn Diagnosis:9ccs215:gu cong anom:0.132 Diagnosis:9ccs240:Burns:0.113 Diagnosis:9ccs215:gu cong anom:0.097 Diagnosis:9ccs83:Epilepsy/cnv:0.094 Diagnosis:9ccs197:Skin infectn:0.079 Diagnosis:9ccs89:Blindness:0.064 Diagnosis:9ccs122:Pneumonia:0.060 Diagnosis:9ccs167:Breast dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.431 [0.056 3.310] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs167:Breast dx:1.000 Diagnosis:10ccs238:Complic proc:0.266 Diagnosis:9ccs2604:E Codes: Fire/burn:0.266 Diagnosis:9ccs48:Thyroid dsor:0.104 Diagnosis:9ccs204:Ot joint dx:0.096 Diagnosis:9ccs242:Poisn ot med:0.096 Diagnosis:9ccs168:PID:0.089 Newborn Diagnosis:9ccs221:Resp distres:0.089 Diagnosis:9ccs51:Ot endo dsor:0.070 Diagnosis:9ccs251:Abdomnl pain:0.067 Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 0.732 [0.218 2.455] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs219:Low birth wt:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.413 Newborn Diagnosis:9ccs256:Exam/eval:0.187 Diagnosis:9ccs106:Dysrhythmia:0.136 Newborn Diagnosis:9ccs220:Birth asphyx:0.136 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.123 Newborn Diagnosis:9ccs222:Perint jaund:0.119 Diagnosis:9ccs224:Ot perint dx:0.110 Diagnosis:9ccs140:Gastritis:0.095 Diagnosis:9ccs143:Abdom hernia:0.093 Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.623 [0.144 2.701] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs211:Ot conn tiss:1.000 Diagnosis:9ccs118:Phlebitis:0.222 Diagnosis:9ccs204:Ot joint dx:0.163 Diagnosis:9ccs208:Acq foot def:0.127 Newborn Diagnosis:9ccs96:Hrt valve dx:0.111 Newborn Diagnosis:9ccs217:Ot cong anom:0.107 Diagnosis:9ccs147:Anal/rectal:0.102 Diagnosis:9ccs74:Ot mentl cnd:0.083 Diagnosis:9ccs198:Ot infl skin:0.081 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.079 Diagnosis:9ccs154:Gastroent | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: nan [ nan nan] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs154:Gastroent:1.000 Diagnosis:9ccs120:Hemmorhoids:0.203 Diagnosis:9ccs153:GI hemorrhag:0.188 Diagnosis:9ccs155:Other GI dx:0.099 Diagnosis:9ccs62:Coag/hemr dx:0.086 Diagnosis:9ccs250:Nausea/vomit:0.084 Newborn Diagnosis:9ccs223:Birth trauma:0.082 Diagnosis:9ccs253:Allergy:0.081 Diagnosis:9ccs256:Exam/eval:0.079 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.075 Vital: HC Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs2604:E Codes: Fire/burn:-0.361 Diagnosis:10ccs238:Complic proc:-0.361 Diagnosis:9ccs204:Ot joint dx:-0.137 Diagnosis:9ccs242:Poisn ot med:-0.137 Diagnosis:9ccs251:Abdomnl pain:-0.100 Diagnosis:9ccs167:Breast dx:-0.097 Newborn Diagnosis:9ccs213:Cardiac anom:0.085 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.077 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.077 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.077 Diagnosis:9ccs8:Oth infectns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.599 [0.181 1.985] | indivs AUC:0.518 Correlated most with: Diagnosis:9ccs8:Oth infectns:1.000 Diagnosis:9ccs73:Preadult dx:0.178 Diagnosis:9ccs44:Neoplsm unsp:0.175 Diagnosis:9ccs253:Allergy:0.085 Diagnosis:9ccs52:Nutrit defic:0.084 Number of Visits:0.079 Diagnosis:9ccs200:Oth skin dx:0.075 Newborn Diagnosis:9ccs223:Birth trauma:0.069 Diagnosis:9ccs257:Ot aftercare:0.068 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.060 Diagnosis:9ccs153:GI hemorrhag | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.749 [0.170 3.295] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs153:GI hemorrhag:1.000 Diagnosis:9ccs154:Gastroent:0.188 Diagnosis:9ccs147:Anal/rectal:0.113 Newborn Diagnosis:9ccs223:Birth trauma:0.102 Diagnosis:9ccs155:Other GI dx:0.101 Diagnosis:9ccs159:UTI:0.082 Number of Visits:0.078 Diagnosis:9ccs217:Ot cong anom:0.074 Diagnosis:9ccs257:Ot aftercare:0.068 Diagnosis:9ccs222:Perint jaund:0.064 Newborn Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.510 [0.497 4.587] | indivs AUC:0.504 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:1.000 Diagnosis:9ccs223:Birth trauma:0.196 Diagnosis:9ccs153:GI hemorrhag:0.102 Diagnosis:9ccs47:Ot bnign neo:0.099 Newborn Diagnosis:9ccs256:Exam/eval:0.089 Diagnosis:9ccs154:Gastroent:0.082 Diagnosis:9ccs242:Poisn ot med:0.081 Diagnosis:9ccs247:Lymph enlarg:0.080 Newborn Diagnosis:9ccs222:Perint jaund:0.077 Newborn Diagnosis:9ccs221:Resp distres:0.074 Diagnosis:9ccs205:Back problem | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs205:Back problem:1.000 Diagnosis:9ccs245:Syncope:0.202 Diagnosis:9ccs168:PID:0.200 Diagnosis:9ccs44:Neoplsm unsp:0.141 Diagnosis:9ccs224:Ot perint dx:0.140 Number of Visits:0.101 Diagnosis:9ccs117:Ot circul dx:0.091 Diagnosis:9ccs89:Blindness:0.090 Newborn Diagnosis:9ccs253:Allergy:0.085 Diagnosis:9ccs257:Ot aftercare:0.083 Diagnosis:9ccs123:Influenza | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs123:Influenza:1.000 Diagnosis:9ccs73:Preadult dx:0.257 Diagnosis:9ccs75:Hx mental dx:0.146 Number of Visits:0.125 Diagnosis:9ccs47:Ot bnign neo:0.115 Diagnosis:9ccs134:Ot uppr resp:0.093 Diagnosis:9ccs122:Pneumonia:0.071 Diagnosis:9ccs133:Oth low resp:0.067 Diagnosis:9ccs0:No DX:0.066 Diagnosis:9ccs126:Ot up rsp in:0.058 Newborn Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs213:Cardiac anom:0.330 Diagnosis:9ccs96:Hrt valve dx:0.181 Lab:292208 CBC/DIFF/PLT - Sunrise:-0.103 Newborn Diagnosis:9ccs200:Oth skin dx:0.089 Diagnosis:9ccs59:Anemia:0.084 Newborn Diagnosis:9ccs221:Resp distres:0.082 Newborn Diagnosis:9ccs253:Allergy:0.072 Diagnosis:9ccs212:Ot bone dx:0.065 Diagnosis:9ccs91:Other eye dx:0.059 Vital: BP-avg19to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs134:Ot uppr resp:0.623 Diagnosis:9ccs233:Intracrn inj:-0.303 Diagnosis:9ccs2:Septicemia:-0.124 Diagnosis:9ccs159:UTI:0.085 Diagnosis:9ccs58:Ot nutrit dx:0.083 Diagnosis:9ccs224:Ot perint dx:-0.082 Diagnosis:9ccs83:Epilepsy/cnv:-0.074 Diagnosis:9ccs208:Acq foot def:0.068 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.068 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.068 Diagnosis:9ccs76:Meningitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.938 [0.209 4.218] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs76:Meningitis:1.000 Lab:323825 STREP SCREEN THROAT - Sunrise:0.208 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.120 Diagnosis:9ccs224:Ot perint dx:0.091 Number of Visits:0.087 Diagnosis:9ccs243:Poisn nonmed:0.078 Lab:292495 LEAD LEVEL - Sunrise:-0.072 Lab:295669 BILIRUBIN DIRECT - LMC:-0.072 Diagnosis:9ccs59:Anemia:0.070 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.064 Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.745 [0.564 5.394] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs161:Ot dx kidney:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.400 Diagnosis:9ccs159:UTI:0.240 Newborn Diagnosis:9ccs214:GI cong anom:0.169 Diagnosis:9ccs95:Oth nerv dx:0.098 Diagnosis:9ccs74:Ot mentl cnd:0.096 Diagnosis:9ccs175:Ot femal gen:0.086 Diagnosis:9ccs257:Ot aftercare:0.080 Diagnosis:9ccs168:PID:0.079 Diagnosis:9ccs63:Wht blood dx:0.079 Diagnosis:9ccs168:PID | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs168:PID:1.000 Diagnosis:9ccs205:Back problem:0.200 Diagnosis:9ccs163:Other GU dx:0.200 Diagnosis:9ccs224:Ot perint dx:0.178 Diagnosis:9ccs63:Wht blood dx:0.121 Diagnosis:9ccs251:Abdomnl pain:0.093 Diagnosis:9ccs167:Breast dx:0.089 Diagnosis:9ccs215:gu cong anom:0.082 Diagnosis:9ccs147:Anal/rectal:0.082 Diagnosis:9ccs161:Ot dx kidney:0.079 Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs163:Other GU dx:1.000 Diagnosis:9ccs168:PID:0.200 Diagnosis:9ccs215:gu cong anom:0.137 Diagnosis:9ccs159:UTI:0.106 Diagnosis:9ccs242:Poisn ot med:0.104 Diagnosis:9ccs175:Ot femal gen:0.104 Diagnosis:9ccs244:Other injury:0.101 Diagnosis:9ccs224:Ot perint dx:0.101 Number of Visits:0.089 Diagnosis:9ccs243:Poisn nonmed:0.085 Diagnosis:9ccs212:Ot bone dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.128 [0.246 5.176] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs212:Ot bone dx:1.000 Diagnosis:9ccs210:SLE:0.288 Diagnosis:9ccs254:Rehab:0.288 Diagnosis:9ccs52:Nutrit defic:0.141 Diagnosis:9ccs62:Coag/hemr dx:0.125 Diagnosis:9ccs209:Ot acq defor:0.095 Diagnosis:9ccs89:Blindness:0.090 Diagnosis:9ccs51:Ot endo dsor:0.077 Newborn Diagnosis:9ccs96:Hrt valve dx:0.070 Newborn Diagnosis:9ccs222:Perint jaund:0.066 Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs117:Ot circul dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.310 Diagnosis:9ccs96:Hrt valve dx:0.230 Diagnosis:9ccs205:Back problem:0.091 Newborn Diagnosis:9ccs96:Hrt valve dx:0.083 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.057 Diagnosis:9ccs124:Tonsillitis:0.051 Diagnosis:9ccs8:Oth infectns:0.051 Diagnosis:9ccs258:Other screen:0.051 Diagnosis:9ccs200:Oth skin dx:-0.045 Vital: HC Percentile-avg5to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs16:Liver/ibd ca:0.151 Diagnosis:9ccs2604:E Codes: Fire/burn:0.131 Diagnosis:10ccs238:Complic proc:0.131 Newborn Diagnosis:9ccs216:Nerv cong an:0.107 Diagnosis:9ccs239:Superfic inj:-0.080 Newborn Diagnosis:9ccs95:Oth nerv dx:0.068 Diagnosis:9ccs10:Immuniz/scrn:0.060 Diagnosis:9ccs216:Nerv cong an:0.054 Diagnosis:9ccs204:Ot joint dx:0.050 Diagnosis:9ccs242:Poisn ot med:0.050 Lab:292495 LEAD LEVEL - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.502 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:1.000 Diagnosis:9ccs243:Poisn nonmed:-0.414 Diagnosis:9ccs105:Conduction:-0.268 Diagnosis:9ccs106:Dysrhythmia:-0.190 Diagnosis:9ccs204:Ot joint dx:0.103 Diagnosis:9ccs124:Tonsillitis:-0.097 Lab:294495 LEAD, BLOOD - LMC:0.077 Diagnosis:9ccs213:Cardiac anom:-0.074 Number of Visits:-0.074 Diagnosis:9ccs76:Meningitis:-0.072 Diagnosis:9ccs240:Burns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs240:Burns:1.000 Diagnosis:9ccs127:COPD:0.117 Diagnosis:9ccs2:Septicemia:0.113 Diagnosis:9ccs175:Ot femal gen:0.104 Diagnosis:9ccs141:Ot dx stomch:0.085 Diagnosis:9ccs133:Oth low resp:0.082 Diagnosis:9ccs239:Superfic inj:0.072 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.067 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.067 Diagnosis:9ccs128:Asthma:0.066 Diagnosis:9ccs64:Ot hematl dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs64:Ot hematl dx:1.000 Diagnosis:9ccs49:DiabMel no c:0.353 Diagnosis:9ccs190:Fetal distrs:0.248 Diagnosis:9ccs61:Sickle cell:0.232 Diagnosis:9ccs62:Coag/hemr dx:0.155 Newborn Diagnosis:9ccs253:Allergy:0.107 Diagnosis:9ccs59:Anemia:0.075 Diagnosis:9ccs154:Gastroent:0.065 Diagnosis:9ccs234:Crush injury:0.063 Diagnosis:9ccs2603:E Codes: Fall:0.053 Diagnosis:9ccs147:Anal/rectal | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs147:Anal/rectal:1.000 Diagnosis:9ccs2619:e codes: other specified- nec:0.249 Diagnosis:9ccs228:Fx skull fac:0.249 Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.174 Diagnosis:9ccs153:GI hemorrhag:0.113 Diagnosis:9ccs211:Ot conn tiss:0.102 Diagnosis:9ccs155:Other GI dx:0.094 Newborn Diagnosis:9ccs217:Ot cong anom:0.089 Diagnosis:9ccs219:Low birth wt:0.087 Newborn Diagnosis:9ccs221:Resp distres:0.082 Diagnosis:9ccs51:Ot endo dsor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs51:Ot endo dsor:1.000 Newborn Diagnosis:9ccs191:Amnios dx:0.141 Diagnosis:9ccs52:Nutrit defic:0.141 Diagnosis:9ccs48:Thyroid dsor:0.113 Diagnosis:9ccs217:Ot cong anom:0.099 Diagnosis:9ccs209:Ot acq defor:0.095 Diagnosis:9ccs208:Acq foot def:0.081 Diagnosis:9ccs212:Ot bone dx:0.077 Diagnosis:9ccs167:Breast dx:0.070 Diagnosis:9ccs128:Asthma:0.066 Vital: HC Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:-0.292 Diagnosis:9ccs138:Esophgeal dx:-0.108 Diagnosis:9ccs250:Nausea/vomit:-0.100 Diagnosis:9ccs74:Ot mentl cnd:-0.082 Diagnosis:9ccs133:Oth low resp:-0.071 Newborn Diagnosis:9ccs222:Perint jaund:-0.068 Diagnosis:9ccs198:Ot infl skin:-0.066 Diagnosis:9ccs58:Ot nutrit dx:-0.063 Diagnosis:9ccs134:Ot uppr resp:-0.059 Diagnosis:10ccs238:Complic proc:-0.058 Vital: HC Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs16:Liver/ibd ca:-0.190 Newborn Diagnosis:9ccs216:Nerv cong an:-0.135 Diagnosis:9ccs87:Retinal dx:0.091 Newborn Diagnosis:9ccs0:No DX:-0.088 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.085 Diagnosis:10ccs58:Ot nutrit dx:0.079 Diagnosis:9ccs134:Ot uppr resp:0.074 Diagnosis:9ccs216:Nerv cong an:-0.067 Diagnosis:9ccs3:Oth bact inf:-0.067 Diagnosis:9ccs257:Ot aftercare:-0.065 Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.994 [0.289 3.416] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs223:Birth trauma:1.000 Diagnosis:9ccs231:Oth fracture:0.255 Newborn Diagnosis:9ccs223:Birth trauma:0.196 Lab:295669 BILIRUBIN DIRECT - LMC:0.079 Diagnosis:9ccs247:Lymph enlarg:0.077 Newborn Diagnosis:9ccs215:gu cong anom:0.067 Diagnosis:9ccs257:Ot aftercare:0.060 Diagnosis:9ccs259:Unclassified:0.058 Diagnosis:9ccs212:Ot bone dx:0.056 Diagnosis:9ccs51:Ot endo dsor:0.056 Diagnosis:9ccs140:Gastritis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs140:Gastritis:1.000 Lab:294205 TSH REFLEX TO FT4 - LMC:0.228 Diagnosis:9ccs136:Teeth dx:0.096 Diagnosis:9ccs219:Low birth wt:0.095 Newborn Diagnosis:9ccs221:Resp distres:0.089 Lab:294147 FREE T4 - LMC:0.083 Lab:295669 BILIRUBIN DIRECT - LMC:-0.082 Diagnosis:9ccs7:Viral infect:0.080 Diagnosis:9ccs151:Oth liver dx:0.079 Lab:294495 LEAD, BLOOD - LMC:-0.077 Lab:306025 PPD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Lab:306025 PPD:1.000 Diagnosis:9ccs61:Sickle cell:0.272 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.135 Newborn Diagnosis:9ccs256:Exam/eval:0.082 Diagnosis:9ccs134:Ot uppr resp:0.075 Diagnosis:9ccs59:Anemia:0.073 Newborn Diagnosis:9ccs222:Perint jaund:-0.066 Diagnosis:9ccs213:Cardiac anom:-0.064 Diagnosis:9ccs138:Esophgeal dx:-0.063 Diagnosis:9ccs198:Ot infl skin:0.062 Newborn Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.511 Correlated most with: Newborn Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.280 Diagnosis:9ccs118:Phlebitis:0.266 Newborn Diagnosis:9ccs55:Fluid/elc dx:0.266 Diagnosis:9ccs96:Hrt valve dx:0.220 Newborn Diagnosis:9ccs224:Ot perint dx:0.129 Diagnosis:9ccs211:Ot conn tiss:0.111 Diagnosis:9ccs216:Nerv cong an:0.089 Newborn Diagnosis:9ccs221:Resp distres:0.089 Diagnosis:9ccs117:Ot circul dx:0.083 Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs3:Oth bact inf:1.000 Diagnosis:9ccs120:Hemmorhoids:0.315 Number of Visits:0.094 Diagnosis:9ccs159:UTI:0.085 Diagnosis:9ccs200:Oth skin dx:0.074 Diagnosis:9ccs257:Ot aftercare:0.073 Diagnosis:9ccs92:Otitis media:0.057 Diagnosis:9ccs154:Gastroent:0.056 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.052 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.052 Diagnosis:9ccs214:GI cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs214:GI cong anom:1.000 Diagnosis:9ccs145:Int obstruct:0.288 Diagnosis:9ccs199:Ulcer skin:0.288 Newborn Diagnosis:9ccs0:No DX:0.125 Number of Visits:0.101 Diagnosis:9ccs239:Superfic inj:0.097 Diagnosis:9ccs258:Other screen:0.094 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.091 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.091 Diagnosis:9ccs133:Oth low resp:0.082 Vital: HC Percentile-gain5to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.514 Correlated most with: Diagnosis:9ccs16:Liver/ibd ca:-0.226 Diagnosis:9ccs87:Retinal dx:-0.187 Newborn Diagnosis:9ccs216:Nerv cong an:-0.160 Diagnosis:9ccs3:Oth bact inf:0.124 Diagnosis:9ccs163:Other GU dx:0.114 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.101 Diagnosis:9ccs2604:E Codes: Fire/burn:0.093 Diagnosis:10ccs238:Complic proc:0.093 Diagnosis:9ccs238:Complic proc:-0.084 Diagnosis:9ccs216:Nerv cong an:-0.080 Newborn Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs215:gu cong anom:1.000 Diagnosis:9ccs161:Ot dx kidney:0.400 Diagnosis:9ccs215:gu cong anom:0.245 Newborn Diagnosis:9ccs214:GI cong anom:0.234 Diagnosis:9ccs2:Septicemia:0.132 Newborn Diagnosis:9ccs200:Oth skin dx:0.122 Diagnosis:9ccs141:Ot dx stomch:0.100 Diagnosis:9ccs223:Birth trauma:0.067 Diagnosis:9ccs234:Crush injury:0.058 Number of Visits:0.055 Newborn Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs200:Oth skin dx:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.122 Diagnosis:9ccs95:Oth nerv dx:0.108 Newborn Diagnosis:9ccs219:Low birth wt:0.100 Newborn Diagnosis:9ccs213:Cardiac anom:0.089 Diagnosis:9ccs255:Social admin:-0.071 Newborn Diagnosis:9ccs224:Ot perint dx:0.060 Newborn Diagnosis:9ccs256:Exam/eval:0.060 Diagnosis:9ccs92:Otitis media:-0.056 Diagnosis:9ccs74:Ot mentl cnd:0.046 Newborn Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs216:Nerv cong an:1.000 Diagnosis:9ccs16:Liver/ibd ca:0.707 Newborn Diagnosis:9ccs95:Oth nerv dx:0.315 Diagnosis:9ccs2:Septicemia:0.287 Diagnosis:9ccs216:Nerv cong an:0.248 Diagnosis:9ccs127:COPD:0.075 Diagnosis:9ccs250:Nausea/vomit:0.069 Diagnosis:9ccs159:UTI:0.069 Diagnosis:9ccs259:Unclassified:0.060 Diagnosis:9ccs155:Other GI dx:0.058 Diagnosis:9ccs75:Hx mental dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs75:Hx mental dx:1.000 Diagnosis:9ccs123:Influenza:0.146 Diagnosis:9ccs244:Other injury:0.070 Newborn Diagnosis:9ccs259:Unclassified:0.060 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.054 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.053 Diagnosis:9ccs128:Asthma:0.047 Diagnosis:9ccs256:Exam/eval:0.041 Diagnosis:9ccs136:Teeth dx:0.041 Diagnosis:9ccs91:Other eye dx:0.038 Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.803 [0.181 3.555] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs215:gu cong anom:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.245 Newborn Diagnosis:9ccs253:Allergy:0.152 Diagnosis:9ccs163:Other GU dx:0.137 Diagnosis:9ccs2:Septicemia:0.097 Diagnosis:9ccs143:Abdom hernia:0.092 Diagnosis:9ccs175:Ot femal gen:0.089 Diagnosis:9ccs219:Low birth wt:0.087 Diagnosis:9ccs168:PID:0.082 Newborn Diagnosis:9ccs221:Resp distres:0.082 Diagnosis:9ccs61:Sickle cell | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs61:Sickle cell:1.000 Lab:306025 PPD:0.272 Diagnosis:9ccs190:Fetal distrs:0.234 Diagnosis:9ccs64:Ot hematl dx:0.232 Diagnosis:9ccs259:Unclassified:0.111 Newborn Diagnosis:9ccs256:Exam/eval:0.082 Diagnosis:9ccs198:Ot infl skin:0.075 Lab:295669 BILIRUBIN DIRECT - LMC:0.070 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.069 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.069 Diagnosis:9ccs208:Acq foot def | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs208:Acq foot def:1.000 Diagnosis:9ccs252:Fatigue:0.301 Diagnosis:9ccs95:Oth nerv dx:0.129 Diagnosis:9ccs211:Ot conn tiss:0.127 Diagnosis:9ccs216:Nerv cong an:0.102 Diagnosis:9ccs209:Ot acq defor:0.101 Diagnosis:9ccs51:Ot endo dsor:0.081 Newborn Diagnosis:9ccs217:Ot cong anom:0.071 Diagnosis:9ccs259:Unclassified:0.067 Diagnosis:9ccs198:Ot infl skin:0.063 Vital: HC Percentile-gain7to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs2604:E Codes: Fire/burn:-0.391 Diagnosis:10ccs238:Complic proc:-0.391 Diagnosis:9ccs16:Liver/ibd ca:0.236 Diagnosis:9ccs87:Retinal dx:0.213 Newborn Diagnosis:9ccs216:Nerv cong an:0.167 Diagnosis:9ccs204:Ot joint dx:-0.148 Diagnosis:9ccs242:Poisn ot med:-0.148 Diagnosis:9ccs3:Oth bact inf:-0.121 Diagnosis:9ccs251:Abdomnl pain:-0.109 Newborn Diagnosis:9ccs95:Oth nerv dx:0.106 Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:1.000 Diagnosis:9ccs230:Fx leg:0.447 Diagnosis:9ccs210:SLE:0.447 Diagnosis:9ccs52:Nutrit defic:0.222 Diagnosis:9ccs64:Ot hematl dx:0.155 Diagnosis:9ccs134:Ot uppr resp:0.150 Diagnosis:9ccs89:Blindness:0.150 Diagnosis:9ccs212:Ot bone dx:0.125 Diagnosis:9ccs251:Abdomnl pain:0.120 Diagnosis:9ccs154:Gastroent:0.086 Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs216:Nerv cong an:1.000 Newborn Diagnosis:9ccs5:HIV infectn:0.353 Diagnosis:9ccs118:Phlebitis:0.353 Diagnosis:9ccs16:Liver/ibd ca:0.353 Newborn Diagnosis:9ccs216:Nerv cong an:0.248 Newborn Diagnosis:9ccs95:Oth nerv dx:0.155 Diagnosis:9ccs208:Acq foot def:0.102 Diagnosis:9ccs217:Ot cong anom:0.101 Diagnosis:9ccs95:Oth nerv dx:0.100 Newborn Diagnosis:9ccs96:Hrt valve dx:0.089 Diagnosis:9ccs44:Neoplsm unsp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs44:Neoplsm unsp:1.000 Diagnosis:9ccs8:Oth infectns:0.175 Diagnosis:9ccs205:Back problem:0.141 Diagnosis:9ccs89:Blindness:0.081 Diagnosis:9ccs47:Ot bnign neo:0.076 Diagnosis:9ccs217:Ot cong anom:0.071 Diagnosis:9ccs224:Ot perint dx:0.058 Diagnosis:9ccs257:Ot aftercare:0.056 Number of Visits:0.055 Diagnosis:9ccs137:Mouth dx:0.053 Diagnosis:9ccs142:Appendicitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs142:Appendicitis:1.000 Diagnosis:9ccs143:Abdom hernia:0.141 Newborn Diagnosis:9ccs217:Ot cong anom:0.137 Diagnosis:9ccs217:Ot cong anom:0.079 Diagnosis:9ccs10:Immuniz/scrn:-0.053 Diagnosis:9ccs135:Intest infct:0.044 Diagnosis:9ccs125:Bronchitis:0.044 Diagnosis:9ccs90:Eye infectn:0.044 Diagnosis:9ccs155:Other GI dx:0.041 Diagnosis:9ccs200:Oth skin dx:0.040 Vital: HC Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs87:Retinal dx:-0.680 Diagnosis:9ccs238:Complic proc:-0.304 Diagnosis:10ccs238:Complic proc:-0.239 Diagnosis:9ccs2604:E Codes: Fire/burn:-0.239 Diagnosis:9ccs3:Oth bact inf:0.144 Diagnosis:9ccs95:Oth nerv dx:-0.106 Diagnosis:9ccs143:Abdom hernia:-0.099 Diagnosis:9ccs204:Ot joint dx:-0.091 Diagnosis:9ccs242:Poisn ot med:-0.091 Newborn Diagnosis:9ccs0:No DX:0.090 Diagnosis:9ccs242:Poisn ot med | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs242:Poisn ot med:1.000 Diagnosis:9ccs2604:E Codes: Fire/burn:0.377 Diagnosis:10ccs238:Complic proc:0.377 Diagnosis:9ccs204:Ot joint dx:0.283 Lab:294147 FREE T4 - LMC:0.126 Diagnosis:9ccs243:Poisn nonmed:0.115 Diagnosis:9ccs163:Other GU dx:0.104 Diagnosis:9ccs251:Abdomnl pain:0.100 Diagnosis:9ccs167:Breast dx:0.096 Diagnosis:9ccs259:Unclassified:0.093 Vital: BP-avg16to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs96:Hrt valve dx:-0.068 Diagnosis:9ccs59:Anemia:0.066 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.048 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.048 Diagnosis:9ccs197:Skin infectn:-0.047 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.044 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.044 Diagnosis:9ccs90:Eye infectn:0.042 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.040 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.040 Newborn Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.272 Newborn Diagnosis:9ccs253:Allergy:0.220 Newborn Diagnosis:9ccs256:Exam/eval:0.197 Newborn Diagnosis:9ccs222:Perint jaund:0.149 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.140 Diagnosis:9ccs63:Wht blood dx:0.121 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.117 Diagnosis:9ccs140:Gastritis:0.089 Diagnosis:9ccs167:Breast dx:0.089 Newborn Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.411 [0.298 6.685] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs253:Allergy:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.240 Diagnosis:9ccs245:Syncope:0.222 Newborn Diagnosis:9ccs221:Resp distres:0.220 Newborn Diagnosis:9ccs222:Perint jaund:0.154 Diagnosis:9ccs215:gu cong anom:0.152 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.122 Newborn Diagnosis:9ccs94:Other ear dx:-0.115 Newborn Diagnosis:9ccs256:Exam/eval:0.108 Diagnosis:9ccs64:Ot hematl dx:0.107 Vital: HC Percentile-avg7to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs87:Retinal dx:-0.821 Diagnosis:9ccs2604:E Codes: Fire/burn:0.425 Diagnosis:10ccs238:Complic proc:0.425 Diagnosis:9ccs238:Complic proc:-0.367 Diagnosis:9ccs204:Ot joint dx:0.161 Diagnosis:9ccs242:Poisn ot med:0.161 Diagnosis:9ccs95:Oth nerv dx:-0.128 Diagnosis:9ccs143:Abdom hernia:-0.119 Diagnosis:9ccs251:Abdomnl pain:0.118 Diagnosis:9ccs167:Breast dx:0.114 Vital: HC Percentile-gain3to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs16:Liver/ibd ca:0.283 Newborn Diagnosis:9ccs216:Nerv cong an:0.200 Newborn Diagnosis:9ccs95:Oth nerv dx:0.127 Diagnosis:9ccs216:Nerv cong an:0.100 Diagnosis:9ccs163:Other GU dx:-0.088 Diagnosis:10ccs58:Ot nutrit dx:-0.077 Diagnosis:9ccs7:Viral infect:0.067 Diagnosis:9ccs258:Other screen:-0.060 Diagnosis:9ccs2603:E Codes: Fall:-0.059 Diagnosis:9ccs8:Oth infectns:-0.057 Diagnosis:9ccs63:Wht blood dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs63:Wht blood dx:1.000 Newborn Diagnosis:9ccs143:Abdom hernia:0.353 Diagnosis:9ccs209:Ot acq defor:0.121 Newborn Diagnosis:9ccs221:Resp distres:0.121 Diagnosis:9ccs168:PID:0.121 Diagnosis:9ccs159:UTI:0.099 Diagnosis:9ccs143:Abdom hernia:0.091 Diagnosis:9ccs161:Ot dx kidney:0.079 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.069 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.069 Diagnosis:9ccs141:Ot dx stomch | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:1.000 Diagnosis:9ccs250:Nausea/vomit:0.120 Newborn Diagnosis:9ccs215:gu cong anom:0.100 Diagnosis:9ccs240:Burns:0.085 Diagnosis:9ccs215:gu cong anom:0.072 Diagnosis:9ccs138:Esophgeal dx:0.072 Diagnosis:9ccs224:Ot perint dx:0.071 Diagnosis:9ccs161:Ot dx kidney:0.070 Diagnosis:9ccs136:Teeth dx:0.065 Diagnosis:9ccs155:Other GI dx:0.059 Diagnosis:9ccs232:Sprain | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs232:Sprain:1.000 Diagnosis:9ccs122:Pneumonia:0.087 Diagnosis:9ccs58:Ot nutrit dx:0.075 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.066 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.065 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.051 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.051 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.050 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.050 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.042 Diagnosis:9ccs246:FUO | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs246:FUO:1.000 Diagnosis:9ccs251:Abdomnl pain:0.194 Diagnosis:9ccs247:Lymph enlarg:0.138 Diagnosis:9ccs239:Superfic inj:0.110 Diagnosis:9ccs10:Immuniz/scrn:-0.075 Diagnosis:9ccs250:Nausea/vomit:0.069 Diagnosis:9ccs259:Unclassified:0.060 Diagnosis:9ccs155:Other GI dx:0.058 Diagnosis:9ccs59:Anemia:0.053 Diagnosis:9ccs94:Other ear dx:0.053 Diagnosis:9ccs175:Ot femal gen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs175:Ot femal gen:1.000 Diagnosis:9ccs240:Burns:0.104 Diagnosis:9ccs163:Other GU dx:0.104 Diagnosis:9ccs251:Abdomnl pain:0.100 Diagnosis:9ccs215:gu cong anom:0.089 Diagnosis:9ccs161:Ot dx kidney:0.086 Diagnosis:10ccs58:Ot nutrit dx:0.081 Diagnosis:9ccs198:Ot infl skin:0.063 Diagnosis:9ccs2603:E Codes: Fall:0.058 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.056 Newborn Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs0:No DX:1.000 Newborn Diagnosis:9ccs94:Other ear dx:-0.294 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.234 Diagnosis:9ccs214:GI cong anom:0.125 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.092 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.091 Diagnosis:9ccs209:Ot acq defor:0.075 Diagnosis:9ccs2603:E Codes: Fall:0.071 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.055 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.055 Lab:294495 LEAD, BLOOD - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:294495 LEAD, BLOOD - LMC:1.000 Lab:294203 BILIRUBIN TOTAL - LMC:-0.100 Diagnosis:9ccs243:Poisn nonmed:-0.092 Lab:295669 BILIRUBIN DIRECT - LMC:-0.087 Diagnosis:9ccs140:Gastritis:-0.077 Lab:292495 LEAD LEVEL - Sunrise:0.077 Diagnosis:9ccs151:Oth liver dx:0.070 Diagnosis:9ccs83:Epilepsy/cnv:-0.070 Diagnosis:9ccs222:Perint jaund:0.069 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.064 Diagnosis:9ccs204:Ot joint dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs204:Ot joint dx:1.000 Diagnosis:10ccs238:Complic proc:0.377 Diagnosis:9ccs2604:E Codes: Fire/burn:0.377 Diagnosis:9ccs242:Poisn ot med:0.283 Diagnosis:9ccs211:Ot conn tiss:0.163 Lab:294147 FREE T4 - LMC:0.126 Lab:292495 LEAD LEVEL - Sunrise:0.103 Diagnosis:9ccs251:Abdomnl pain:0.100 Diagnosis:9ccs167:Breast dx:0.096 Diagnosis:9ccs55:Fluid/elc dx:0.092 Diagnosis:9ccs245:Syncope | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs245:Syncope:1.000 Diagnosis:9ccs83:Epilepsy/cnv:0.341 Newborn Diagnosis:9ccs253:Allergy:0.222 Diagnosis:9ccs205:Back problem:0.202 Newborn Diagnosis:9ccs217:Ot cong anom:0.094 Diagnosis:9ccs224:Ot perint dx:0.089 Diagnosis:9ccs113:Late eff CVD:0.071 Diagnosis:9ccs128:Asthma:0.062 Diagnosis:9ccs256:Exam/eval:0.055 Diagnosis:9ccs94:Other ear dx:0.053 Newborn Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.507 Correlated most with: Newborn Diagnosis:9ccs95:Oth nerv dx:1.000 Diagnosis:9ccs16:Liver/ibd ca:0.447 Newborn Diagnosis:9ccs216:Nerv cong an:0.315 Diagnosis:9ccs216:Nerv cong an:0.155 Diagnosis:9ccs2603:E Codes: Fall:0.150 Newborn Diagnosis:9ccs224:Ot perint dx:0.085 Diagnosis:9ccs10:Immuniz/scrn:-0.062 Diagnosis:9ccs95:Oth nerv dx:0.061 Diagnosis:9ccs138:Esophgeal dx:0.051 Diagnosis:9ccs257:Ot aftercare:-0.047 Diagnosis:9ccs129:Asp pneumon | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs129:Asp pneumon:1.000 Diagnosis:9ccs138:Esophgeal dx:0.131 Diagnosis:9ccs128:Asthma:0.095 Diagnosis:9ccs122:Pneumonia:0.087 Diagnosis:9ccs134:Ot uppr resp:0.085 Diagnosis:9ccs256:Exam/eval:0.085 Newborn Diagnosis:9ccs222:Perint jaund:0.073 Diagnosis:9ccs133:Oth low resp:0.069 Number of Visits:0.050 Diagnosis:9ccs135:Intest infct:0.044 Lab:321981 BILIRUBIN TOTAL - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.507 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:1.000 Diagnosis:9ccs47:Ot bnign neo:-0.104 Diagnosis:9ccs52:Nutrit defic:-0.101 Diagnosis:9ccs222:Perint jaund:0.077 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.065 Diagnosis:9ccs217:Ot cong anom:-0.054 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.054 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.054 Diagnosis:9ccs239:Superfic inj:-0.053 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:-0.049 Lab:306605 BILIRUBIN DIRECT - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.507 Correlated most with: Lab:306605 BILIRUBIN DIRECT - Sunrise:1.000 Diagnosis:9ccs247:Lymph enlarg:0.206 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.105 Diagnosis:9ccs47:Ot bnign neo:-0.097 Diagnosis:9ccs138:Esophgeal dx:-0.070 Newborn Diagnosis:9ccs259:Unclassified:0.066 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.065 Diagnosis:9ccs0:No DX:0.062 Diagnosis:9ccs126:Ot up rsp in:0.054 Diagnosis:9ccs217:Ot cong anom:-0.050 Diagnosis:9ccs229:Fx arm | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs229:Fx arm:1.000 Diagnosis:9ccs236:Opn wnd extr:0.407 Diagnosis:9ccs231:Oth fracture:0.332 Diagnosis:9ccs244:Other injury:0.148 Diagnosis:9ccs256:Exam/eval:0.094 Diagnosis:9ccs197:Skin infectn:0.079 Diagnosis:9ccs137:Mouth dx:0.064 Diagnosis:9ccs127:COPD:0.058 MatDeliveryAge:-0.043 Diagnosis:9ccs94:Other ear dx:0.039 Diagnosis:9ccs52:Nutrit defic | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 5.669 [0.795 40.431] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs52:Nutrit defic:1.000 Diagnosis:9ccs210:SLE:0.500 Diagnosis:9ccs62:Coag/hemr dx:0.222 Diagnosis:9ccs209:Ot acq defor:0.178 Diagnosis:9ccs51:Ot endo dsor:0.141 Diagnosis:9ccs212:Ot bone dx:0.141 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.101 Diagnosis:9ccs8:Oth infectns:0.084 Diagnosis:9ccs89:Blindness:0.081 Diagnosis:9ccs138:Esophgeal dx:0.059 Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:1.000 Lab:294147 FREE T4 - LMC:-0.353 Diagnosis:9ccs83:Epilepsy/cnv:0.193 Lab:294205 TSH REFLEX TO FT4 - LMC:-0.167 Diagnosis:9ccs51:Ot endo dsor:0.113 Diagnosis:9ccs167:Breast dx:0.104 Diagnosis:9ccs247:Lymph enlarg:0.075 Number of Visits:0.071 Diagnosis:9ccs7:Viral infect:0.070 Diagnosis:9ccs124:Tonsillitis:0.066 Diagnosis:9ccs199:Ulcer skin | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs199:Ulcer skin:1.000 Diagnosis:9ccs214:GI cong anom:0.288 Diagnosis:9ccs250:Nausea/vomit:0.103 Diagnosis:9ccs134:Ot uppr resp:0.085 Diagnosis:9ccs256:Exam/eval:0.085 Diagnosis:9ccs136:Teeth dx:0.084 Diagnosis:9ccs91:Other eye dx:0.081 Diagnosis:9ccs239:Superfic inj:0.077 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs4:Mycoses:0.071 Lab:294147 FREE T4 - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500 Correlated most with: Lab:294147 FREE T4 - LMC:1.000 Lab:294205 TSH REFLEX TO FT4 - LMC:0.502 Diagnosis:9ccs48:Thyroid dsor:-0.353 Diagnosis:9ccs204:Ot joint dx:0.126 Diagnosis:9ccs242:Poisn ot med:0.126 Diagnosis:9ccs55:Fluid/elc dx:0.086 Diagnosis:9ccs259:Unclassified:0.084 Diagnosis:9ccs140:Gastritis:0.083 Diagnosis:9ccs59:Anemia:-0.077 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.068 Diagnosis:9ccs190:Fetal distrs | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs190:Fetal distrs:1.000 Diagnosis:9ccs64:Ot hematl dx:0.248 Diagnosis:9ccs61:Sickle cell:0.234 Diagnosis:9ccs91:Other eye dx:0.052 Diagnosis:9ccs239:Superfic inj:0.049 Diagnosis:9ccs151:Oth liver dx:0.046 Diagnosis:9ccs222:Perint jaund:0.045 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.036 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.036 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.023 Diagnosis:9ccs238:Complic proc | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs238:Complic proc:1.000 Diagnosis:9ccs87:Retinal dx:0.447 Newborn Diagnosis:9ccs59:Anemia:0.447 Newborn Diagnosis:9ccs58:Ot nutrit dx:0.447 Lab:296169 RETICULOCYTE COUNT- LMC:-0.317 Diagnosis:9ccs138:Esophgeal dx:0.112 Diagnosis:9ccs83:Epilepsy/cnv:0.104 Diagnosis:9ccs74:Ot mentl cnd:0.100 Diagnosis:9ccs234:Crush injury:0.084 Newborn Diagnosis:9ccs219:Low birth wt:0.078 Vital: HC Percentile-gain10to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.516 Correlated most with: Diagnosis:10ccs238:Complic proc:0.351 Diagnosis:9ccs2604:E Codes: Fire/burn:0.351 Diagnosis:9ccs87:Retinal dx:-0.202 Diagnosis:9ccs204:Ot joint dx:0.133 Diagnosis:9ccs242:Poisn ot med:0.133 Diagnosis:9ccs251:Abdomnl pain:0.098 Diagnosis:9ccs167:Breast dx:0.094 Diagnosis:9ccs238:Complic proc:-0.090 Diagnosis:9ccs153:GI hemorrhag:0.086 Newborn Diagnosis:9ccs223:Birth trauma:0.081 Lab:294205 TSH REFLEX TO FT4 - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:294205 TSH REFLEX TO FT4 - LMC:1.000 Lab:294147 FREE T4 - LMC:0.502 Diagnosis:9ccs140:Gastritis:0.228 Diagnosis:9ccs48:Thyroid dsor:-0.167 Diagnosis:9ccs94:Other ear dx:0.076 Diagnosis:9ccs91:Other eye dx:0.075 Diagnosis:9ccs217:Ot cong anom:0.073 Diagnosis:9ccs197:Skin infectn:0.069 Diagnosis:9ccs4:Mycoses:0.067 Diagnosis:9ccs198:Ot infl skin:0.065 Vital: HC Percentile-avg10to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs87:Retinal dx:-0.681 Diagnosis:9ccs238:Complic proc:-0.305 Diagnosis:9ccs95:Oth nerv dx:-0.106 Newborn Diagnosis:9ccs96:Hrt valve dx:0.096 Newborn Diagnosis:9ccs94:Other ear dx:0.093 Diagnosis:9ccs138:Esophgeal dx:-0.093 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.075 Newborn Diagnosis:9ccs219:Low birth wt:-0.070 Diagnosis:9ccs140:Gastritis:0.069 Newborn Diagnosis:9ccs256:Exam/eval:-0.069 Lab:296169 RETICULOCYTE COUNT- LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:296169 RETICULOCYTE COUNT- LMC:1.000 Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.707 Newborn Diagnosis:9ccs59:Anemia:-0.707 Diagnosis:9ccs238:Complic proc:-0.317 Lab:295669 BILIRUBIN DIRECT - LMC:-0.218 Lab:294203 BILIRUBIN TOTAL - LMC:-0.210 Diagnosis:9ccs83:Epilepsy/cnv:-0.172 Diagnosis:9ccs234:Crush injury:0.142 Diagnosis:9ccs258:Other screen:0.128 Diagnosis:9ccs89:Blindness:0.124 Diagnosis:9ccs236:Opn wnd extr | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs236:Opn wnd extr:1.000 Diagnosis:9ccs229:Fx arm:0.407 Diagnosis:9ccs197:Skin infectn:0.046 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.040 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.040 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.035 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.035 Diagnosis:9ccs253:Allergy:0.035 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.033 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.033 Diagnosis:9ccs132:Lung externl | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs132:Lung externl:1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.163 Diagnosis:9ccs128:Asthma:0.095 Diagnosis:9ccs122:Pneumonia:0.087 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs135:Intest infct:0.044 Diagnosis:9ccs125:Bronchitis:0.044 Diagnosis:9ccs90:Eye infectn:0.044 MatDeliveryAge:-0.044 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.041 Vital: BP-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs214:GI cong anom:0.205 Diagnosis:9ccs247:Lymph enlarg:-0.142 Diagnosis:9ccs224:Ot perint dx:0.095 Diagnosis:9ccs250:Nausea/vomit:0.077 Diagnosis:9ccs256:Exam/eval:-0.065 Diagnosis:9ccs239:Superfic inj:0.060 Diagnosis:9ccs222:Perint jaund:0.057 Diagnosis:9ccs198:Ot infl skin:0.054 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.045 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.045 * Vital: HC Percentile-gain13to19 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 11.346 [1.025 125.601] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs16:Liver/ibd ca:-0.310 Newborn Diagnosis:9ccs216:Nerv cong an:-0.219 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.139 Diagnosis:9ccs216:Nerv cong an:-0.110 Diagnosis:9ccs163:Other GU dx:-0.082 Diagnosis:9ccs153:GI hemorrhag:-0.077 Newborn Diagnosis:9ccs223:Birth trauma:-0.073 Diagnosis:9ccs138:Esophgeal dx:0.073 Diagnosis:9ccs154:Gastroent:-0.065 Diagnosis:9ccs219:Low birth wt:-0.056 Vital: BP-avg5to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs145:Int obstruct:0.707 Diagnosis:9ccs214:GI cong anom:0.205 Diagnosis:9ccs209:Ot acq defor:-0.130 Newborn Diagnosis:9ccs217:Ot cong anom:-0.100 Diagnosis:9ccs213:Cardiac anom:-0.098 Diagnosis:9ccs113:Late eff CVD:0.079 Diagnosis:9ccs159:UTI:0.077 Diagnosis:9ccs94:Other ear dx:0.063 Diagnosis:9ccs74:Ot mentl cnd:-0.061 Diagnosis:9ccs217:Ot cong anom:-0.061 Newborn Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs155:Other GI dx:1.000 Diagnosis:9ccs255:Social admin:-0.108 Diagnosis:9ccs10:Immuniz/scrn:-0.053 Diagnosis:9ccs126:Ot up rsp in:-0.040 Newborn Diagnosis:9ccs224:Ot perint dx:0.038 Diagnosis:9ccs253:Allergy:-0.024 Diagnosis:9ccs92:Otitis media:-0.021 Diagnosis:9ccs257:Ot aftercare:-0.021 Diagnosis:9ccs7:Viral infect:-0.021 Diagnosis:9ccs200:Oth skin dx:-0.015 Newborn Diagnosis:9ccs220:Birth asphyx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs220:Birth asphyx:1.000 Diagnosis:9ccs219:Low birth wt:0.136 Diagnosis:9ccs239:Superfic inj:0.110 Newborn Diagnosis:9ccs219:Low birth wt:0.064 Newborn Diagnosis:9ccs256:Exam/eval:0.062 Diagnosis:9ccs122:Pneumonia:0.057 Diagnosis:9ccs256:Exam/eval:0.055 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.047 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.047 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.041 Vital: HC Percentile-avg13to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs2604:E Codes: Fire/burn:0.310 Diagnosis:10ccs238:Complic proc:0.310 Diagnosis:9ccs163:Other GU dx:-0.238 Diagnosis:9ccs219:Low birth wt:-0.163 Diagnosis:9ccs204:Ot joint dx:0.117 Diagnosis:9ccs242:Poisn ot med:0.117 Diagnosis:9ccs224:Ot perint dx:-0.111 Diagnosis:9ccs113:Late eff CVD:-0.092 Diagnosis:9ccs159:UTI:-0.089 Diagnosis:9ccs251:Abdomnl pain:0.086 Lab:294199 BILIRUBIN SCAN - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:294199 BILIRUBIN SCAN - LMC:1.000 Diagnosis:9ccs127:COPD:0.092 Diagnosis:9ccs239:Superfic inj:0.049 Diagnosis:9ccs133:Oth low resp:-0.045 Diagnosis:9ccs198:Ot infl skin:-0.044 Diagnosis:9ccs92:Otitis media:0.039 Diagnosis:9ccs155:Other GI dx:0.032 Newborn Diagnosis:9ccs224:Ot perint dx:-0.031 Number of Visits:0.017 Diagnosis:9ccs7:Viral infect:0.010 Diagnosis:9ccs188:Pelvic obstr | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs188:Pelvic obstr:1.000 Newborn Diagnosis:9ccs176:Contraceptiv:0.707 Diagnosis:9ccs222:Perint jaund:0.102 Diagnosis:9ccs244:Other injury:0.089 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.070 Diagnosis:9ccs250:Nausea/vomit:0.069 Diagnosis:9ccs136:Teeth dx:0.055 Diagnosis:9ccs74:Ot mentl cnd:0.051 Diagnosis:9ccs58:Ot nutrit dx:0.048 Diagnosis:9ccs4:Mycoses:0.044 Diagnosis:9ccs230:Fx leg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs230:Fx leg:1.000 Diagnosis:9ccs62:Coag/hemr dx:0.447 Diagnosis:9ccs134:Ot uppr resp:0.085 Diagnosis:9ccs239:Superfic inj:0.077 Diagnosis:9ccs133:Oth low resp:0.069 Diagnosis:9ccs125:Bronchitis:0.044 Diagnosis:9ccs253:Allergy:-0.024 Diagnosis:9ccs92:Otitis media:-0.021 Diagnosis:9ccs257:Ot aftercare:-0.021 Diagnosis:9ccs7:Viral infect:-0.021 Diagnosis:9ccs231:Oth fracture | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs231:Oth fracture:1.000 Diagnosis:9ccs229:Fx arm:0.332 Diagnosis:9ccs223:Birth trauma:0.255 Diagnosis:10ccs58:Ot nutrit dx:0.129 Diagnosis:9ccs2603:E Codes: Fall:0.096 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.090 Diagnosis:9ccs239:Superfic inj:0.085 Diagnosis:9ccs244:Other injury:0.070 Diagnosis:9ccs127:COPD:0.058 Diagnosis:9ccs122:Pneumonia:0.042 Diagnosis:9ccs72:Anxiety dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs72:Anxiety dx:1.000 Diagnosis:9ccs134:Ot uppr resp:0.085 Diagnosis:9ccs256:Exam/eval:0.085 Diagnosis:9ccs136:Teeth dx:0.084 Diagnosis:9ccs74:Ot mentl cnd:0.079 Diagnosis:9ccs217:Ot cong anom:0.079 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs90:Eye infectn:0.044 Number of Visits:0.043 Diagnosis:9ccs155:Other GI dx:0.041 Vital: BP-avg7to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:0.197 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.076 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.076 Diagnosis:9ccs59:Anemia:-0.063 Diagnosis:9ccs151:Oth liver dx:0.057 Diagnosis:9ccs197:Skin infectn:0.057 Diagnosis:9ccs222:Perint jaund:0.057 Diagnosis:9ccs135:Intest infct:0.041 Diagnosis:9ccs90:Eye infectn:0.040 Diagnosis:9ccs155:Other GI dx:-0.039 Lab:323700 CULTURE THROAT W SENS - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Lab:323700 CULTURE THROAT W SENS - Sunrise:1.000 Diagnosis:9ccs124:Tonsillitis:0.128 Diagnosis:9ccs122:Pneumonia:-0.066 Diagnosis:9ccs134:Ot uppr resp:-0.065 Diagnosis:9ccs239:Superfic inj:-0.060 Diagnosis:9ccs96:Hrt valve dx:0.060 Diagnosis:9ccs4:Mycoses:-0.056 Diagnosis:9ccs133:Oth low resp:0.055 Diagnosis:9ccs125:Bronchitis:-0.041 Diagnosis:9ccs135:Intest infct:0.041 Newborn Diagnosis:9ccs214:GI cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs214:GI cong anom:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.234 Diagnosis:9ccs161:Ot dx kidney:0.169 Diagnosis:9ccs258:Other screen:0.124 Newborn Diagnosis:9ccs217:Ot cong anom:0.094 Newborn Diagnosis:9ccs94:Other ear dx:-0.090 Lab:295669 BILIRUBIN DIRECT - LMC:0.089 Diagnosis:9ccs127:COPD:0.075 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.070 Diagnosis:9ccs250:Nausea/vomit:0.069 Vital: HC Percentile-gain16to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:0.447 Diagnosis:10ccs238:Complic proc:-0.293 Diagnosis:9ccs2604:E Codes: Fire/burn:-0.293 Diagnosis:9ccs163:Other GU dx:0.167 Diagnosis:9ccs76:Meningitis:0.155 Diagnosis:9ccs204:Ot joint dx:-0.111 Diagnosis:9ccs242:Poisn ot med:-0.111 Diagnosis:9ccs94:Other ear dx:0.103 Diagnosis:9ccs251:Abdomnl pain:-0.082 Diagnosis:9ccs167:Breast dx:-0.079 Diagnosis:9ccs2619:e codes: other specified- nec | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2619:e codes: other specified- nec:1.000 Diagnosis:9ccs228:Fx skull fac:1.000 Diagnosis:9ccs147:Anal/rectal:0.249 Diagnosis:9ccs258:Other screen:0.178 Diagnosis:9ccs256:Exam/eval:0.085 Diagnosis:9ccs136:Teeth dx:0.084 Diagnosis:9ccs239:Superfic inj:0.077 Diagnosis:9ccs222:Perint jaund:0.072 Diagnosis:9ccs133:Oth low resp:0.069 Number of Visits:0.053 Diagnosis:9ccs70:Schizo/rl dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs70:Schizo/rl dx:1.000 Diagnosis:9ccs95:Oth nerv dx:0.152 Diagnosis:9ccs113:Late eff CVD:0.106 Diagnosis:9ccs94:Other ear dx:0.082 Diagnosis:9ccs74:Ot mentl cnd:0.079 Diagnosis:9ccs151:Oth liver dx:0.073 Diagnosis:9ccs222:Perint jaund:0.072 Diagnosis:9ccs257:Ot aftercare:0.028 Diagnosis:9ccs253:Allergy:-0.024 Diagnosis:9ccs92:Otitis media:-0.021 Lab:323825 STREP SCREEN THROAT - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:1.000 Diagnosis:9ccs76:Meningitis:0.208 Newborn Diagnosis:9ccs221:Resp distres:-0.117 Diagnosis:9ccs159:UTI:0.084 Diagnosis:9ccs211:Ot conn tiss:-0.079 Diagnosis:9ccs128:Asthma:0.078 Diagnosis:9ccs250:Nausea/vomit:-0.072 Diagnosis:9ccs59:Anemia:0.070 Diagnosis:9ccs94:Other ear dx:0.069 Diagnosis:9ccs239:Superfic inj:0.066 Diagnosis:9ccs196:Nml preg/del | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs196:Nml preg/del:1.000 Diagnosis:9ccs2603:E Codes: Fall:0.120 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.072 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.072 Diagnosis:9ccs197:Skin infectn:0.046 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.045 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.045 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.043 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.043 Diagnosis:9ccs198:Ot infl skin:0.041 Diagnosis:9ccs120:Hemmorhoids | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs120:Hemmorhoids:1.000 Diagnosis:9ccs3:Oth bact inf:0.315 Diagnosis:9ccs154:Gastroent:0.203 Newborn Diagnosis:9ccs94:Other ear dx:-0.131 Number of Visits:0.110 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.104 Diagnosis:9ccs250:Nausea/vomit:0.103 Diagnosis:9ccs128:Asthma:0.095 Diagnosis:9ccs91:Other eye dx:0.081 Diagnosis:9ccs222:Perint jaund:0.072 Diagnosis:9ccs2620:E Codes: Unspecified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2620:E Codes: Unspecified:1.000 Diagnosis:10ccs58:Ot nutrit dx:0.228 Diagnosis:9ccs2603:E Codes: Fall:0.172 Diagnosis:9ccs94:Other ear dx:0.082 Diagnosis:9ccs4:Mycoses:0.071 Diagnosis:9ccs198:Ot infl skin:0.067 Diagnosis:9ccs135:Intest infct:0.044 Diagnosis:9ccs125:Bronchitis:0.044 Diagnosis:9ccs155:Other GI dx:0.041 Diagnosis:9ccs200:Oth skin dx:0.040 Diagnosis:9ccs145:Int obstruct | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs145:Int obstruct:1.000 Diagnosis:9ccs214:GI cong anom:0.288 Diagnosis:9ccs113:Late eff CVD:0.106 Diagnosis:9ccs159:UTI:0.103 Diagnosis:9ccs94:Other ear dx:0.082 Diagnosis:9ccs239:Superfic inj:0.077 Diagnosis:9ccs151:Oth liver dx:0.073 Diagnosis:9ccs4:Mycoses:0.071 Diagnosis:9ccs198:Ot infl skin:0.067 Diagnosis:9ccs200:Oth skin dx:0.040 Vital: BP-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs168:PID:-0.251 Diagnosis:9ccs63:Wht blood dx:-0.251 Diagnosis:9ccs217:Ot cong anom:-0.061 Diagnosis:9ccs239:Superfic inj:0.060 Diagnosis:9ccs96:Hrt valve dx:-0.060 Diagnosis:9ccs222:Perint jaund:-0.057 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.044 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.044 Diagnosis:9ccs90:Eye infectn:-0.040 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.040 Newborn Diagnosis:9ccs191:Amnios dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs191:Amnios dx:1.000 Diagnosis:9ccs51:Ot endo dsor:0.141 Diagnosis:9ccs213:Cardiac anom:0.060 Diagnosis:9ccs253:Allergy:0.049 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.039 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.039 Newborn Diagnosis:9ccs256:Exam/eval:0.038 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.038 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.038 Diagnosis:9ccs122:Pneumonia:0.033 Diagnosis:9ccs228:Fx skull fac | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2619:e codes: other specified- nec:1.000 Diagnosis:9ccs228:Fx skull fac:1.000 Diagnosis:9ccs147:Anal/rectal:0.249 Diagnosis:9ccs258:Other screen:0.178 Diagnosis:9ccs256:Exam/eval:0.085 Diagnosis:9ccs136:Teeth dx:0.084 Diagnosis:9ccs239:Superfic inj:0.077 Diagnosis:9ccs222:Perint jaund:0.072 Diagnosis:9ccs133:Oth low resp:0.069 Number of Visits:0.053 Newborn Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs136:Teeth dx:1.000 Diagnosis:9ccs255:Social admin:-0.102 Diagnosis:9ccs10:Immuniz/scrn:-0.074 Newborn Diagnosis:9ccs217:Ot cong anom:0.062 Newborn Diagnosis:9ccs259:Unclassified:0.049 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.044 Diagnosis:9ccs128:Asthma:0.038 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.031 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.031 Diagnosis:9ccs200:Oth skin dx:-0.030 Diagnosis:9ccs49:DiabMel no c | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs49:DiabMel no c:1.000 Diagnosis:9ccs64:Ot hematl dx:0.353 Diagnosis:9ccs0:No DX:0.106 Diagnosis:9ccs159:UTI:0.103 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.059 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.059 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.046 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.046 Diagnosis:9ccs125:Bronchitis:0.044 Diagnosis:9ccs126:Ot up rsp in:-0.040 Vital: HC Percentile-avg16to19 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:10ccs238:Complic proc:0.267 Diagnosis:9ccs2604:E Codes: Fire/burn:0.267 Diagnosis:9ccs138:Esophgeal dx:-0.109 Diagnosis:9ccs204:Ot joint dx:0.101 Diagnosis:9ccs242:Poisn ot med:0.101 Diagnosis:9ccs251:Abdomnl pain:0.074 Diagnosis:9ccs167:Breast dx:0.072 Diagnosis:9ccs256:Exam/eval:0.049 Diagnosis:9ccs59:Anemia:-0.048 Diagnosis:9ccs239:Superfic inj:0.045 Vital: BP-avg10to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs212:Ot bone dx:0.205 Diagnosis:9ccs0:No DX:0.079 Diagnosis:9ccs128:Asthma:0.071 MatDeliveryAge:0.067 Diagnosis:9ccs197:Skin infectn:0.057 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.046 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.046 Diagnosis:9ccs125:Bronchitis:0.041 Newborn Diagnosis:9ccs224:Ot perint dx:-0.038 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.036 Diagnosis:9ccs106:Dysrhythmia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs106:Dysrhythmia:1.000 Diagnosis:9ccs105:Conduction:0.707 Lab:292495 LEAD LEVEL - Sunrise:-0.190 Diagnosis:9ccs219:Low birth wt:0.136 Diagnosis:9ccs124:Tonsillitis:0.124 Diagnosis:9ccs47:Ot bnign neo:0.112 Diagnosis:9ccs213:Cardiac anom:0.092 Diagnosis:9ccs125:Bronchitis:0.062 Diagnosis:9ccs128:Asthma:0.062 Diagnosis:9ccs122:Pneumonia:0.057 Diagnosis:9ccs252:Fatigue | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs252:Fatigue:1.000 Diagnosis:9ccs208:Acq foot def:0.301 Diagnosis:9ccs209:Ot acq defor:0.181 Diagnosis:9ccs47:Ot bnign neo:0.163 Diagnosis:9ccs136:Teeth dx:0.084 Diagnosis:9ccs217:Ot cong anom:0.079 Diagnosis:9ccs96:Hrt valve dx:0.077 Diagnosis:9ccs197:Skin infectn:0.073 Diagnosis:9ccs7:Viral infect:0.028 Diagnosis:9ccs92:Otitis media:0.028 Diagnosis:9ccs210:SLE | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs210:SLE:1.000 Diagnosis:9ccs52:Nutrit defic:0.500 Diagnosis:9ccs62:Coag/hemr dx:0.447 Diagnosis:9ccs212:Ot bone dx:0.288 Diagnosis:9ccs89:Blindness:0.172 Diagnosis:9ccs198:Ot infl skin:0.067 Diagnosis:9ccs10:Immuniz/scrn:-0.053 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.046 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.046 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.044 Diagnosis:9ccs254:Rehab | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs254:Rehab:1.000 Diagnosis:9ccs212:Ot bone dx:0.288 Diagnosis:9ccs247:Lymph enlarg:0.199 Diagnosis:9ccs259:Unclassified:0.091 Diagnosis:9ccs136:Teeth dx:0.084 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs151:Oth liver dx:0.073 Number of Visits:0.060 MatDeliveryAge:0.059 Diagnosis:9ccs125:Bronchitis:0.044 Newborn Diagnosis:9ccs176:Contraceptiv | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs176:Contraceptiv:1.000 Diagnosis:9ccs188:Pelvic obstr:0.707 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.104 Diagnosis:9ccs250:Nausea/vomit:0.103 Diagnosis:9ccs136:Teeth dx:0.084 Diagnosis:9ccs74:Ot mentl cnd:0.079 Diagnosis:9ccs222:Perint jaund:0.072 Diagnosis:9ccs198:Ot infl skin:0.067 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.049 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.049 Diagnosis:9ccs2618:E Codes: Other specified and classifiable | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2618:E Codes: Other specified and classifiable:1.000 Diagnosis:9ccs147:Anal/rectal:0.174 Diagnosis:9ccs136:Teeth dx:0.119 Diagnosis:9ccs94:Other ear dx:0.116 Diagnosis:9ccs244:Other injury:0.089 Diagnosis:9ccs125:Bronchitis:0.062 Diagnosis:9ccs256:Exam/eval:0.055 Diagnosis:9ccs7:Viral infect:0.040 Number of Visits:0.024 Diagnosis:9ccs135:Intest infct:0.022 Newborn Diagnosis:9ccs197:Skin infectn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs197:Skin infectn:1.000 Diagnosis:9ccs209:Ot acq defor:0.181 Diagnosis:9ccs58:Ot nutrit dx:0.075 Diagnosis:9ccs198:Ot infl skin:0.067 Diagnosis:9ccs135:Intest infct:0.044 Diagnosis:9ccs155:Other GI dx:0.041 MatDeliveryAge:-0.031 Diagnosis:9ccs7:Viral infect:0.028 Diagnosis:9ccs253:Allergy:0.025 Diagnosis:9ccs92:Otitis media:-0.021 Newborn Diagnosis:9ccs5:HIV infectn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs5:HIV infectn:1.000 Diagnosis:9ccs216:Nerv cong an:0.353 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.071 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.071 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.053 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.053 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.036 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.036 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.036 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.036 Diagnosis:9ccs225:Joint injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs225:Joint injury:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.097 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.096 Diagnosis:9ccs239:Superfic inj:0.077 Newborn Diagnosis:9ccs222:Perint jaund:0.073 Diagnosis:9ccs197:Skin infectn:0.073 Diagnosis:9ccs222:Perint jaund:0.072 Diagnosis:9ccs4:Mycoses:0.071 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.046 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.046 Newborn Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs133:Oth low resp:1.000 Diagnosis:9ccs159:UTI:0.103 Newborn Diagnosis:9ccs256:Exam/eval:0.095 Diagnosis:9ccs135:Intest infct:0.044 Diagnosis:9ccs125:Bronchitis:0.044 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:-0.040 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:-0.040 Newborn Diagnosis:9ccs224:Ot perint dx:0.038 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.033 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.033 Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs221:Resp distres:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.152 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.152 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.099 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.098 Diagnosis:9ccs128:Asthma:0.095 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.090 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.090 Diagnosis:9ccs122:Pneumonia:0.087 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.086 Newborn Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs59:Anemia:1.000 Newborn Diagnosis:9ccs58:Ot nutrit dx:1.000 Lab:296169 RETICULOCYTE COUNT- LMC:-0.707 Diagnosis:9ccs238:Complic proc:0.447 Diagnosis:9ccs83:Epilepsy/cnv:0.241 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.163 Diagnosis:9ccs138:Esophgeal dx:0.131 Diagnosis:9ccs224:Ot perint dx:0.130 Diagnosis:9ccs250:Nausea/vomit:0.103 Diagnosis:9ccs159:UTI:0.103 Diagnosis:9ccs233:Intracrn inj | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs233:Intracrn inj:1.000 Diagnosis:9ccs2:Septicemia:0.408 Diagnosis:9ccs83:Epilepsy/cnv:0.241 Diagnosis:9ccs89:Blindness:0.172 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.104 Diagnosis:9ccs250:Nausea/vomit:0.103 Diagnosis:9ccs122:Pneumonia:0.087 Diagnosis:9ccs91:Other eye dx:0.081 Diagnosis:9ccs74:Ot mentl cnd:0.079 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.047 Lab:292208 CBC/DIFF/PLT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Lab:292208 CBC/DIFF/PLT - Sunrise:1.000 Newborn Diagnosis:9ccs213:Cardiac anom:-0.103 Diagnosis:9ccs113:Late eff CVD:0.091 Diagnosis:9ccs122:Pneumonia:0.076 Lab:295669 BILIRUBIN DIRECT - LMC:-0.071 Diagnosis:9ccs4:Mycoses:-0.065 Diagnosis:9ccs213:Cardiac anom:-0.056 Diagnosis:9ccs224:Ot perint dx:-0.055 Diagnosis:9ccs0:No DX:-0.046 Diagnosis:9ccs155:Other GI dx:0.045 Diagnosis:9ccs16:Liver/ibd ca | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs16:Liver/ibd ca:1.000 Newborn Diagnosis:9ccs216:Nerv cong an:0.707 Newborn Diagnosis:9ccs95:Oth nerv dx:0.447 Diagnosis:9ccs216:Nerv cong an:0.353 Diagnosis:9ccs250:Nausea/vomit:0.103 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.057 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.057 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.046 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.046 Diagnosis:9ccs155:Other GI dx:0.041 Diagnosis:9ccs118:Phlebitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs118:Phlebitis:1.000 Diagnosis:9ccs216:Nerv cong an:0.353 Newborn Diagnosis:9ccs96:Hrt valve dx:0.266 Diagnosis:9ccs83:Epilepsy/cnv:0.241 Diagnosis:9ccs211:Ot conn tiss:0.222 Diagnosis:9ccs143:Abdom hernia:0.141 Diagnosis:9ccs127:COPD:0.111 Diagnosis:9ccs113:Late eff CVD:0.106 Diagnosis:9ccs122:Pneumonia:0.087 Diagnosis:9ccs134:Ot uppr resp:0.085 Diagnosis:9ccs2604:E Codes: Fire/burn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:10ccs238:Complic proc:1.000 Diagnosis:9ccs2604:E Codes: Fire/burn:1.000 Diagnosis:9ccs204:Ot joint dx:0.377 Diagnosis:9ccs242:Poisn ot med:0.377 Diagnosis:9ccs251:Abdomnl pain:0.276 Diagnosis:9ccs167:Breast dx:0.266 Diagnosis:9ccs59:Anemia:0.083 Diagnosis:9ccs197:Skin infectn:0.073 Diagnosis:9ccs222:Perint jaund:0.072 Diagnosis:9ccs135:Intest infct:0.044 Newborn Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs59:Anemia:1.000 Newborn Diagnosis:9ccs58:Ot nutrit dx:1.000 Lab:296169 RETICULOCYTE COUNT- LMC:-0.707 Diagnosis:9ccs238:Complic proc:0.447 Diagnosis:9ccs83:Epilepsy/cnv:0.241 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.163 Diagnosis:9ccs138:Esophgeal dx:0.131 Diagnosis:9ccs224:Ot perint dx:0.130 Diagnosis:9ccs250:Nausea/vomit:0.103 Diagnosis:9ccs159:UTI:0.103 Vital : 0.776331070317 Number of Visits : 0.013469856907 MatDeliveryAge : 0.0131791212327 Census : 0.135438540011 Lab : 0.00438620109882 Diagnosis : 0.0497535327657 Newborn Diagnosis : 0.00744167766849 Time to run analysis 0:10:28.370944 Total Time elapsed 14:20:33.336034 ----------------------------------------------------- girls no_min wfl_19_24 lasso regression Running batch 1 of 7 with 16 nodes Bootstrap CV 8, alpha = 0.001, R^2 train: 0.217, R^2 test: 0.307 Bootstrap CV 8, alpha = 0.005, R^2 train: 0.217, R^2 test: 0.305 Bootstrap CV 8, alpha = 0.01, R^2 train: 0.217, R^2 test: 0.303 Bootstrap CV 8, alpha = 0.1, R^2 train: 0.205, R^2 test: 0.254 best alpha via bootstrap CV: 0.001 AUC Train: 0.717, Explained Variance Score Train: 0.217 AUC Validation: 0.750, Explained Variance Score Validation: 0.323 AUC Test: 0.763, Explained Variance Score Test: 0.272 Bootstrap CV 4, alpha = 0.001, R^2 train: 0.266, R^2 test: 0.257 Bootstrap CV 4, alpha = 0.005, R^2 train: 0.266, R^2 test: 0.256 Bootstrap CV 4, alpha = 0.01, R^2 train: 0.265, R^2 test: 0.255 Bootstrap CV 4, alpha = 0.1, R^2 train: 0.248, R^2 test: 0.219 best alpha via bootstrap CV: 0.001 AUC Train: 0.713, Explained Variance Score Train: 0.266 AUC Validation: 0.800, Explained Variance Score Validation: 0.261 AUC Test: 0.763, Explained Variance Score Test: 0.292 Bootstrap CV 6, alpha = 0.001, R^2 train: 0.233, R^2 test: 0.318 Bootstrap CV 6, alpha = 0.005, R^2 train: 0.233, R^2 test: 0.317 Bootstrap CV 6, alpha = 0.01, R^2 train: 0.233, R^2 test: 0.316 Bootstrap CV 6, alpha = 0.1, R^2 train: 0.221, R^2 test: 0.282 best alpha via bootstrap CV: 0.001 AUC Train: 0.755, Explained Variance Score Train: 0.233 AUC Validation: 0.800, Explained Variance Score Validation: 0.344 AUC Test: 0.763, Explained Variance Score Test: 0.293 Bootstrap CV 5, alpha = 0.001, R^2 train: 0.224, R^2 test: 0.324 Bootstrap CV 5, alpha = 0.005, R^2 train: 0.224, R^2 test: 0.324 Bootstrap CV 5, alpha = 0.01, R^2 train: 0.224, R^2 test: 0.323 Bootstrap CV 5, alpha = 0.1, R^2 train: 0.212, R^2 test: 0.303 best alpha via bootstrap CV: 0.001 AUC Train: 0.772, Explained Variance Score Train: 0.224 AUC Validation: 0.723, Explained Variance Score Validation: 0.339 AUC Test: 0.763, Explained Variance Score Test: 0.290 Bootstrap CV 7, alpha = 0.001, R^2 train: 0.378, R^2 test: 0.253 Bootstrap CV 7, alpha = 0.005, R^2 train: 0.378, R^2 test: 0.254 Bootstrap CV 7, alpha = 0.01, R^2 train: 0.377, R^2 test: 0.255 Bootstrap CV 7, alpha = 0.1, R^2 train: 0.363, R^2 test: 0.259 best alpha via bootstrap CV: 0.001 AUC Train: 0.814, Explained Variance Score Train: 0.378 AUC Validation: 0.705, Explained Variance Score Validation: 0.254 AUC Test: 0.763, Explained Variance Score Test: 0.294 Bootstrap CV 1, alpha = 0.001, R^2 train: 0.195, R^2 test: 0.095 Bootstrap CV 1, alpha = 0.005, R^2 train: 0.195, R^2 test: 0.096 Bootstrap CV 1, alpha = 0.01, R^2 train: 0.194, R^2 test: 0.098 Bootstrap CV 1, alpha = 0.1, R^2 train: 0.180, R^2 test: 0.112 best alpha via bootstrap CV: 0.001 AUC Train: 0.705, Explained Variance Score Train: 0.195 AUC Validation: 0.716, Explained Variance Score Validation: 0.123 AUC Test: 0.763, Explained Variance Score Test: 0.282 Bootstrap CV 10, alpha = 0.001, R^2 train: 0.263, R^2 test: 0.145 Bootstrap CV 10, alpha = 0.005, R^2 train: 0.263, R^2 test: 0.146 Bootstrap CV 10, alpha = 0.01, R^2 train: 0.263, R^2 test: 0.146 Bootstrap CV 10, alpha = 0.1, R^2 train: 0.251, R^2 test: 0.148 best alpha via bootstrap CV: 0.001 AUC Train: 0.744, Explained Variance Score Train: 0.263 AUC Validation: 0.675, Explained Variance Score Validation: 0.150 AUC Test: 0.763, Explained Variance Score Test: 0.296 Bootstrap CV 3, alpha = 0.001, R^2 train: 0.170, R^2 test: 0.249 Bootstrap CV 3, alpha = 0.005, R^2 train: 0.170, R^2 test: 0.247 Bootstrap CV 3, alpha = 0.01, R^2 train: 0.170, R^2 test: 0.244 Bootstrap CV 3, alpha = 0.1, R^2 train: 0.154, R^2 test: 0.191 best alpha via bootstrap CV: 0.001 AUC Train: 0.729, Explained Variance Score Train: 0.170 AUC Validation: 0.747, Explained Variance Score Validation: 0.251 AUC Test: 0.763, Explained Variance Score Test: 0.270 Bootstrap CV 9, alpha = 0.001, R^2 train: 0.193, R^2 test: 0.280 Bootstrap CV 9, alpha = 0.005, R^2 train: 0.193, R^2 test: 0.279 Bootstrap CV 9, alpha = 0.01, R^2 train: 0.193, R^2 test: 0.278 Bootstrap CV 9, alpha = 0.1, R^2 train: 0.183, R^2 test: 0.248 best alpha via bootstrap CV: 0.001 AUC Train: 0.755, Explained Variance Score Train: 0.193 AUC Validation: 0.789, Explained Variance Score Validation: 0.280 AUC Test: 0.763, Explained Variance Score Test: 0.289 Bootstrap CV 0, alpha = 0.001, R^2 train: 0.242, R^2 test: 0.324 Bootstrap CV 0, alpha = 0.005, R^2 train: 0.242, R^2 test: 0.323 Bootstrap CV 0, alpha = 0.01, R^2 train: 0.242, R^2 test: 0.323 Bootstrap CV 0, alpha = 0.1, R^2 train: 0.228, R^2 test: 0.296 best alpha via bootstrap CV: 0.001 AUC Train: 0.724, Explained Variance Score Train: 0.242 AUC Validation: 0.774, Explained Variance Score Validation: 0.324 AUC Test: 0.763, Explained Variance Score Test: 0.287 Bootstrap CV 12, alpha = 0.001, R^2 train: 0.279, R^2 test: 0.092 Bootstrap CV 12, alpha = 0.005, R^2 train: 0.279, R^2 test: 0.094 Bootstrap CV 12, alpha = 0.01, R^2 train: 0.279, R^2 test: 0.096 Bootstrap CV 12, alpha = 0.1, R^2 train: 0.269, R^2 test: 0.118 best alpha via bootstrap CV: 0.001 AUC Train: 0.784, Explained Variance Score Train: 0.279 AUC Validation: 0.742, Explained Variance Score Validation: 0.130 AUC Test: 0.763, Explained Variance Score Test: 0.299 Bootstrap CV 2, alpha = 0.001, R^2 train: 0.163, R^2 test: 0.142 Bootstrap CV 2, alpha = 0.005, R^2 train: 0.163, R^2 test: 0.142 Bootstrap CV 2, alpha = 0.01, R^2 train: 0.163, R^2 test: 0.142 Bootstrap CV 2, alpha = 0.1, R^2 train: 0.148, R^2 test: 0.130 best alpha via bootstrap CV: 0.001 AUC Train: 0.765, Explained Variance Score Train: 0.163 AUC Validation: 0.789, Explained Variance Score Validation: 0.161 AUC Test: 0.763, Explained Variance Score Test: 0.283 Bootstrap CV 11, alpha = 0.001, R^2 train: 0.238, R^2 test: 0.318 Bootstrap CV 11, alpha = 0.005, R^2 train: 0.238, R^2 test: 0.319 Bootstrap CV 11, alpha = 0.01, R^2 train: 0.238, R^2 test: 0.321 Bootstrap CV 11, alpha = 0.1, R^2 train: 0.224, R^2 test: 0.328 best alpha via bootstrap CV: 0.001 AUC Train: 0.775, Explained Variance Score Train: 0.238 AUC Validation: 0.774, Explained Variance Score Validation: 0.325 AUC Test: 0.763, Explained Variance Score Test: 0.300 Bootstrap CV 14, alpha = 0.001, R^2 train: 0.227, R^2 test: 0.210 Bootstrap CV 14, alpha = 0.005, R^2 train: 0.227, R^2 test: 0.209 Bootstrap CV 14, alpha = 0.01, R^2 train: 0.227, R^2 test: 0.209 Bootstrap CV 14, alpha = 0.1, R^2 train: 0.215, R^2 test: 0.189 best alpha via bootstrap CV: 0.001 AUC Train: 0.754, Explained Variance Score Train: 0.227 AUC Validation: 0.747, Explained Variance Score Validation: 0.216 AUC Test: 0.763, Explained Variance Score Test: 0.288 Bootstrap CV 13, alpha = 0.001, R^2 train: 0.250, R^2 test: 0.280 Bootstrap CV 13, alpha = 0.005, R^2 train: 0.249, R^2 test: 0.279 Bootstrap CV 13, alpha = 0.01, R^2 train: 0.249, R^2 test: 0.278 Bootstrap CV 13, alpha = 0.1, R^2 train: 0.238, R^2 test: 0.252 best alpha via bootstrap CV: 0.001 AUC Train: 0.773, Explained Variance Score Train: 0.250 AUC Validation: 0.764, Explained Variance Score Validation: 0.281 AUC Test: 0.763, Explained Variance Score Test: 0.281 Bootstrap CV 15, alpha = 0.001, R^2 train: 0.331, R^2 test: 0.226 Bootstrap CV 15, alpha = 0.005, R^2 train: 0.331, R^2 test: 0.226 Bootstrap CV 15, alpha = 0.01, R^2 train: 0.330, R^2 test: 0.227 Bootstrap CV 15, alpha = 0.1, R^2 train: 0.317, R^2 test: 0.228 best alpha via bootstrap CV: 0.001 AUC Train: 0.771, Explained Variance Score Train: 0.331 AUC Validation: 0.760, Explained Variance Score Validation: 0.227 AUC Test: 0.763, Explained Variance Score Test: 0.292 Running batch 2 of 7 with 16 nodes Bootstrap CV 24, alpha = 0.001, R^2 train: 0.182, R^2 test: 0.192 Bootstrap CV 24, alpha = 0.005, R^2 train: 0.182, R^2 test: 0.191 Bootstrap CV 24, alpha = 0.01, R^2 train: 0.182, R^2 test: 0.190 Bootstrap CV 24, alpha = 0.1, R^2 train: 0.170, R^2 test: 0.166 best alpha via bootstrap CV: 0.001 AUC Train: 0.726, Explained Variance Score Train: 0.182 AUC Validation: 0.742, Explained Variance Score Validation: 0.192 AUC Test: 0.763, Explained Variance Score Test: 0.287 Bootstrap CV 20, alpha = 0.001, R^2 train: 0.272, R^2 test: 0.411 Bootstrap CV 20, alpha = 0.005, R^2 train: 0.272, R^2 test: 0.410 Bootstrap CV 20, alpha = 0.01, R^2 train: 0.272, R^2 test: 0.408 Bootstrap CV 20, alpha = 0.1, R^2 train: 0.259, R^2 test: 0.364 best alpha via bootstrap CV: 0.001 AUC Train: 0.779, Explained Variance Score Train: 0.272 AUC Validation: 0.822, Explained Variance Score Validation: 0.417 AUC Test: 0.763, Explained Variance Score Test: 0.296 Bootstrap CV 21, alpha = 0.001, R^2 train: 0.176, R^2 test: 0.344 Bootstrap CV 21, alpha = 0.005, R^2 train: 0.176, R^2 test: 0.343 Bootstrap CV 21, alpha = 0.01, R^2 train: 0.176, R^2 test: 0.341 Bootstrap CV 21, alpha = 0.1, R^2 train: 0.155, R^2 test: 0.280 best alpha via bootstrap CV: 0.001 AUC Train: 0.685, Explained Variance Score Train: 0.176 AUC Validation: 0.956, Explained Variance Score Validation: 0.345 AUC Test: 0.763, Explained Variance Score Test: 0.280 Bootstrap CV 23, alpha = 0.001, R^2 train: 0.222, R^2 test: 0.255 Bootstrap CV 23, alpha = 0.005, R^2 train: 0.221, R^2 test: 0.256 Bootstrap CV 23, alpha = 0.01, R^2 train: 0.221, R^2 test: 0.257 Bootstrap CV 23, alpha = 0.1, R^2 train: 0.208, R^2 test: 0.252 best alpha via bootstrap CV: 0.001 AUC Train: 0.720, Explained Variance Score Train: 0.222 AUC Validation: 0.809, Explained Variance Score Validation: 0.260 AUC Test: 0.763, Explained Variance Score Test: 0.294 Bootstrap CV 22, alpha = 0.001, R^2 train: 0.258, R^2 test: 0.001 Bootstrap CV 22, alpha = 0.005, R^2 train: 0.258, R^2 test: 0.004 Bootstrap CV 22, alpha = 0.01, R^2 train: 0.258, R^2 test: 0.006 Bootstrap CV 22, alpha = 0.1, R^2 train: 0.245, R^2 test: 0.045 best alpha via bootstrap CV: 0.001 AUC Train: 0.755, Explained Variance Score Train: 0.258 AUC Validation: 0.577, Explained Variance Score Validation: 0.021 AUC Test: 0.763, Explained Variance Score Test: 0.291 Bootstrap CV 29, alpha = 0.001, R^2 train: 0.178, R^2 test: 0.284 Bootstrap CV 29, alpha = 0.005, R^2 train: 0.178, R^2 test: 0.283 Bootstrap CV 29, alpha = 0.01, R^2 train: 0.178, R^2 test: 0.281 Bootstrap CV 29, alpha = 0.1, R^2 train: 0.165, R^2 test: 0.238 best alpha via bootstrap CV: 0.001 AUC Train: 0.685, Explained Variance Score Train: 0.178 AUC Validation: 0.743, Explained Variance Score Validation: 0.288 AUC Test: 0.763, Explained Variance Score Test: 0.275 Bootstrap CV 19, alpha = 0.001, R^2 train: 0.239, R^2 test: 0.137 Bootstrap CV 19, alpha = 0.005, R^2 train: 0.239, R^2 test: 0.137 Bootstrap CV 19, alpha = 0.01, R^2 train: 0.239, R^2 test: 0.136 Bootstrap CV 19, alpha = 0.1, R^2 train: 0.225, R^2 test: 0.122 best alpha via bootstrap CV: 0.001 AUC Train: 0.742, Explained Variance Score Train: 0.239 AUC Validation: 0.718, Explained Variance Score Validation: 0.145 AUC Test: 0.763, Explained Variance Score Test: 0.275 Bootstrap CV 16, alpha = 0.001, R^2 train: 0.246, R^2 test: 0.267 Bootstrap CV 16, alpha = 0.005, R^2 train: 0.246, R^2 test: 0.267 Bootstrap CV 16, alpha = 0.01, R^2 train: 0.246, R^2 test: 0.268 Bootstrap CV 16, alpha = 0.1, R^2 train: 0.236, R^2 test: 0.264 best alpha via bootstrap CV: 0.001 AUC Train: 0.734, Explained Variance Score Train: 0.246 AUC Validation: 0.739, Explained Variance Score Validation: 0.273 AUC Test: 0.763, Explained Variance Score Test: 0.289 Bootstrap CV 17, alpha = 0.001, R^2 train: 0.186, R^2 test: 0.348 Bootstrap CV 17, alpha = 0.005, R^2 train: 0.186, R^2 test: 0.346 Bootstrap CV 17, alpha = 0.01, R^2 train: 0.186, R^2 test: 0.343 Bootstrap CV 17, alpha = 0.1, R^2 train: 0.171, R^2 test: 0.287 best alpha via bootstrap CV: 0.001 AUC Train: 0.739, Explained Variance Score Train: 0.186 AUC Validation: 0.814, Explained Variance Score Validation: 0.351 AUC Test: 0.763, Explained Variance Score Test: 0.281 Bootstrap CV 25, alpha = 0.001, R^2 train: 0.277, R^2 test: 0.277 Bootstrap CV 25, alpha = 0.005, R^2 train: 0.277, R^2 test: 0.276 Bootstrap CV 25, alpha = 0.01, R^2 train: 0.277, R^2 test: 0.276 Bootstrap CV 25, alpha = 0.1, R^2 train: 0.269, R^2 test: 0.258 best alpha via bootstrap CV: 0.001 AUC Train: 0.771, Explained Variance Score Train: 0.277 AUC Validation: 0.727, Explained Variance Score Validation: 0.278 AUC Test: 0.763, Explained Variance Score Test: 0.293 Bootstrap CV 28, alpha = 0.001, R^2 train: 0.275, R^2 test: 0.216 Bootstrap CV 28, alpha = 0.005, R^2 train: 0.275, R^2 test: 0.215 Bootstrap CV 28, alpha = 0.01, R^2 train: 0.275, R^2 test: 0.214 Bootstrap CV 28, alpha = 0.1, R^2 train: 0.263, R^2 test: 0.194 best alpha via bootstrap CV: 0.001 AUC Train: 0.771, Explained Variance Score Train: 0.275 AUC Validation: 0.844, Explained Variance Score Validation: 0.220 AUC Test: 0.763, Explained Variance Score Test: 0.288 Bootstrap CV 27, alpha = 0.001, R^2 train: 0.191, R^2 test: 0.253 Bootstrap CV 27, alpha = 0.005, R^2 train: 0.191, R^2 test: 0.252 Bootstrap CV 27, alpha = 0.01, R^2 train: 0.191, R^2 test: 0.251 Bootstrap CV 27, alpha = 0.1, R^2 train: 0.176, R^2 test: 0.220 best alpha via bootstrap CV: 0.001 AUC Train: 0.729, Explained Variance Score Train: 0.191 AUC Validation: 0.603, Explained Variance Score Validation: 0.253 AUC Test: 0.763, Explained Variance Score Test: 0.274 Bootstrap CV 26, alpha = 0.001, R^2 train: 0.265, R^2 test: 0.292 Bootstrap CV 26, alpha = 0.005, R^2 train: 0.265, R^2 test: 0.291 Bootstrap CV 26, alpha = 0.01, R^2 train: 0.264, R^2 test: 0.291 Bootstrap CV 26, alpha = 0.1, R^2 train: 0.249, R^2 test: 0.267 best alpha via bootstrap CV: 0.001 AUC Train: 0.708, Explained Variance Score Train: 0.265 AUC Validation: 0.805, Explained Variance Score Validation: 0.292 AUC Test: 0.763, Explained Variance Score Test: 0.293 Bootstrap CV 30, alpha = 0.001, R^2 train: 0.268, R^2 test: 0.307 Bootstrap CV 30, alpha = 0.005, R^2 train: 0.268, R^2 test: 0.307 Bootstrap CV 30, alpha = 0.01, R^2 train: 0.268, R^2 test: 0.306 Bootstrap CV 30, alpha = 0.1, R^2 train: 0.256, R^2 test: 0.278 best alpha via bootstrap CV: 0.001 AUC Train: 0.760, Explained Variance Score Train: 0.268 AUC Validation: 0.836, Explained Variance Score Validation: 0.314 AUC Test: 0.763, Explained Variance Score Test: 0.293 Bootstrap CV 18, alpha = 0.001, R^2 train: 0.155, R^2 test: 0.212 Bootstrap CV 18, alpha = 0.005, R^2 train: 0.155, R^2 test: 0.212 Bootstrap CV 18, alpha = 0.01, R^2 train: 0.155, R^2 test: 0.211 Bootstrap CV 18, alpha = 0.1, R^2 train: 0.147, R^2 test: 0.193 best alpha via bootstrap CV: 0.001 AUC Train: 0.673, Explained Variance Score Train: 0.155 AUC Validation: 0.722, Explained Variance Score Validation: 0.226 AUC Test: 0.763, Explained Variance Score Test: 0.290 Bootstrap CV 31, alpha = 0.001, R^2 train: 0.248, R^2 test: 0.140 Bootstrap CV 31, alpha = 0.005, R^2 train: 0.248, R^2 test: 0.139 Bootstrap CV 31, alpha = 0.01, R^2 train: 0.248, R^2 test: 0.138 Bootstrap CV 31, alpha = 0.1, R^2 train: 0.233, R^2 test: 0.116 best alpha via bootstrap CV: 0.001 AUC Train: 0.721, Explained Variance Score Train: 0.248 AUC Validation: 0.809, Explained Variance Score Validation: 0.152 AUC Test: 0.763, Explained Variance Score Test: 0.282 Running batch 3 of 7 with 16 nodes Bootstrap CV 32, alpha = 0.001, R^2 train: 0.248, R^2 test: 0.335 Bootstrap CV 32, alpha = 0.005, R^2 train: 0.248, R^2 test: 0.335 Bootstrap CV 32, alpha = 0.01, R^2 train: 0.247, R^2 test: 0.334 Bootstrap CV 32, alpha = 0.1, R^2 train: 0.223, R^2 test: 0.294 best alpha via bootstrap CV: 0.001 AUC Train: 0.761, Explained Variance Score Train: 0.248 AUC Validation: 0.779, Explained Variance Score Validation: 0.340 AUC Test: 0.763, Explained Variance Score Test: 0.297 Bootstrap CV 37, alpha = 0.001, R^2 train: 0.239, R^2 test: 0.289 Bootstrap CV 37, alpha = 0.005, R^2 train: 0.239, R^2 test: 0.288 Bootstrap CV 37, alpha = 0.01, R^2 train: 0.238, R^2 test: 0.286 Bootstrap CV 37, alpha = 0.1, R^2 train: 0.218, R^2 test: 0.243 best alpha via bootstrap CV: 0.001 AUC Train: 0.762, Explained Variance Score Train: 0.239 AUC Validation: 0.721, Explained Variance Score Validation: 0.295 AUC Test: 0.763, Explained Variance Score Test: 0.290 Bootstrap CV 36, alpha = 0.001, R^2 train: 0.132, R^2 test: 0.285 Bootstrap CV 36, alpha = 0.005, R^2 train: 0.132, R^2 test: 0.284 Bootstrap CV 36, alpha = 0.01, R^2 train: 0.132, R^2 test: 0.283 Bootstrap CV 36, alpha = 0.1, R^2 train: 0.119, R^2 test: 0.238 best alpha via bootstrap CV: 0.001 AUC Train: 0.639, Explained Variance Score Train: 0.132 AUC Validation: 0.872, Explained Variance Score Validation: 0.290 AUC Test: 0.763, Explained Variance Score Test: 0.275 Bootstrap CV 39, alpha = 0.001, R^2 train: 0.284, R^2 test: 0.195 Bootstrap CV 39, alpha = 0.005, R^2 train: 0.283, R^2 test: 0.197 Bootstrap CV 39, alpha = 0.01, R^2 train: 0.283, R^2 test: 0.199 Bootstrap CV 39, alpha = 0.1, R^2 train: 0.268, R^2 test: 0.220 best alpha via bootstrap CV: 0.001 AUC Train: 0.763, Explained Variance Score Train: 0.284 AUC Validation: 0.729, Explained Variance Score Validation: 0.204 AUC Test: 0.763, Explained Variance Score Test: 0.296 Bootstrap CV 34, alpha = 0.001, R^2 train: 0.227, R^2 test: 0.262 Bootstrap CV 34, alpha = 0.005, R^2 train: 0.227, R^2 test: 0.263 Bootstrap CV 34, alpha = 0.01, R^2 train: 0.227, R^2 test: 0.264 Bootstrap CV 34, alpha = 0.1, R^2 train: 0.211, R^2 test: 0.259 best alpha via bootstrap CV: 0.001 AUC Train: 0.718, Explained Variance Score Train: 0.227 AUC Validation: 0.730, Explained Variance Score Validation: 0.281 AUC Test: 0.763, Explained Variance Score Test: 0.293 Bootstrap CV 40, alpha = 0.001, R^2 train: 0.235, R^2 test: 0.268 Bootstrap CV 40, alpha = 0.005, R^2 train: 0.235, R^2 test: 0.269 Bootstrap CV 40, alpha = 0.01, R^2 train: 0.235, R^2 test: 0.270 Bootstrap CV 40, alpha = 0.1, R^2 train: 0.216, R^2 test: 0.266 best alpha via bootstrap CV: 0.001 AUC Train: 0.748, Explained Variance Score Train: 0.235 AUC Validation: 0.740, Explained Variance Score Validation: 0.283 AUC Test: 0.763, Explained Variance Score Test: 0.287 Bootstrap CV 38, alpha = 0.001, R^2 train: 0.314, R^2 test: 0.223 Bootstrap CV 38, alpha = 0.005, R^2 train: 0.314, R^2 test: 0.224 Bootstrap CV 38, alpha = 0.01, R^2 train: 0.314, R^2 test: 0.224 Bootstrap CV 38, alpha = 0.1, R^2 train: 0.303, R^2 test: 0.225 best alpha via bootstrap CV: 0.001 AUC Train: 0.757, Explained Variance Score Train: 0.314 AUC Validation: 0.681, Explained Variance Score Validation: 0.241 AUC Test: 0.763, Explained Variance Score Test: 0.298 Bootstrap CV 35, alpha = 0.001, R^2 train: 0.194, R^2 test: 0.251 Bootstrap CV 35, alpha = 0.005, R^2 train: 0.194, R^2 test: 0.250 Bootstrap CV 35, alpha = 0.01, R^2 train: 0.194, R^2 test: 0.249 Bootstrap CV 35, alpha = 0.1, R^2 train: 0.183, R^2 test: 0.226 best alpha via bootstrap CV: 0.001 AUC Train: 0.751, Explained Variance Score Train: 0.194 AUC Validation: 0.735, Explained Variance Score Validation: 0.254 AUC Test: 0.763, Explained Variance Score Test: 0.298 Bootstrap CV 33, alpha = 0.001, R^2 train: 0.191, R^2 test: 0.124 Bootstrap CV 33, alpha = 0.005, R^2 train: 0.191, R^2 test: 0.125 Bootstrap CV 33, alpha = 0.01, R^2 train: 0.190, R^2 test: 0.126 Bootstrap CV 33, alpha = 0.1, R^2 train: 0.172, R^2 test: 0.122 best alpha via bootstrap CV: 0.001 AUC Train: 0.758, Explained Variance Score Train: 0.191 AUC Validation: 0.762, Explained Variance Score Validation: 0.169 AUC Test: 0.763, Explained Variance Score Test: 0.279 Bootstrap CV 43, alpha = 0.001, R^2 train: 0.247, R^2 test: 0.198 Bootstrap CV 43, alpha = 0.005, R^2 train: 0.247, R^2 test: 0.197 Bootstrap CV 43, alpha = 0.01, R^2 train: 0.247, R^2 test: 0.196 Bootstrap CV 43, alpha = 0.1, R^2 train: 0.228, R^2 test: 0.165 best alpha via bootstrap CV: 0.001 AUC Train: 0.767, Explained Variance Score Train: 0.247 AUC Validation: 0.716, Explained Variance Score Validation: 0.240 AUC Test: 0.763, Explained Variance Score Test: 0.280 Bootstrap CV 44, alpha = 0.001, R^2 train: 0.266, R^2 test: 0.179 Bootstrap CV 44, alpha = 0.005, R^2 train: 0.266, R^2 test: 0.178 Bootstrap CV 44, alpha = 0.01, R^2 train: 0.266, R^2 test: 0.177 Bootstrap CV 44, alpha = 0.1, R^2 train: 0.243, R^2 test: 0.147 best alpha via bootstrap CV: 0.001 AUC Train: 0.719, Explained Variance Score Train: 0.266 AUC Validation: 0.713, Explained Variance Score Validation: 0.205 AUC Test: 0.763, Explained Variance Score Test: 0.288 Bootstrap CV 42, alpha = 0.001, R^2 train: 0.244, R^2 test: 0.235 Bootstrap CV 42, alpha = 0.005, R^2 train: 0.244, R^2 test: 0.234 Bootstrap CV 42, alpha = 0.01, R^2 train: 0.243, R^2 test: 0.233 Bootstrap CV 42, alpha = 0.1, R^2 train: 0.230, R^2 test: 0.206 best alpha via bootstrap CV: 0.001 AUC Train: 0.762, Explained Variance Score Train: 0.244 AUC Validation: 0.777, Explained Variance Score Validation: 0.260 AUC Test: 0.763, Explained Variance Score Test: 0.282 Bootstrap CV 41, alpha = 0.001, R^2 train: 0.228, R^2 test: 0.025 Bootstrap CV 41, alpha = 0.005, R^2 train: 0.228, R^2 test: 0.026 Bootstrap CV 41, alpha = 0.01, R^2 train: 0.228, R^2 test: 0.028 Bootstrap CV 41, alpha = 0.1, R^2 train: 0.210, R^2 test: 0.050 best alpha via bootstrap CV: 0.001 AUC Train: 0.742, Explained Variance Score Train: 0.228 AUC Validation: 0.610, Explained Variance Score Validation: 0.059 AUC Test: 0.763, Explained Variance Score Test: 0.279 Bootstrap CV 45, alpha = 0.001, R^2 train: 0.158, R^2 test: 0.296 Bootstrap CV 45, alpha = 0.005, R^2 train: 0.158, R^2 test: 0.294 Bootstrap CV 45, alpha = 0.01, R^2 train: 0.158, R^2 test: 0.292 Bootstrap CV 45, alpha = 0.1, R^2 train: 0.143, R^2 test: 0.239 best alpha via bootstrap CV: 0.001 AUC Train: 0.677, Explained Variance Score Train: 0.158 AUC Validation: 0.793, Explained Variance Score Validation: 0.301 AUC Test: 0.763, Explained Variance Score Test: 0.276 Bootstrap CV 47, alpha = 0.001, R^2 train: 0.265, R^2 test: 0.332 Bootstrap CV 47, alpha = 0.005, R^2 train: 0.265, R^2 test: 0.332 Bootstrap CV 47, alpha = 0.01, R^2 train: 0.265, R^2 test: 0.331 Bootstrap CV 47, alpha = 0.1, R^2 train: 0.253, R^2 test: 0.305 best alpha via bootstrap CV: 0.001 AUC Train: 0.699, Explained Variance Score Train: 0.265 AUC Validation: 0.806, Explained Variance Score Validation: 0.336 AUC Test: 0.763, Explained Variance Score Test: 0.291 Bootstrap CV 46, alpha = 0.001, R^2 train: 0.280, R^2 test: 0.269 Bootstrap CV 46, alpha = 0.005, R^2 train: 0.280, R^2 test: 0.270 Bootstrap CV 46, alpha = 0.01, R^2 train: 0.279, R^2 test: 0.270 Bootstrap CV 46, alpha = 0.1, R^2 train: 0.267, R^2 test: 0.260 best alpha via bootstrap CV: 0.001 AUC Train: 0.747, Explained Variance Score Train: 0.280 AUC Validation: 0.624, Explained Variance Score Validation: 0.291 AUC Test: 0.763, Explained Variance Score Test: 0.294 Running batch 4 of 7 with 16 nodes Bootstrap CV 56, alpha = 0.001, R^2 train: 0.164, R^2 test: 0.075 Bootstrap CV 56, alpha = 0.005, R^2 train: 0.164, R^2 test: 0.076 Bootstrap CV 56, alpha = 0.01, R^2 train: 0.164, R^2 test: 0.078 Bootstrap CV 56, alpha = 0.1, R^2 train: 0.149, R^2 test: 0.082 best alpha via bootstrap CV: 0.001 AUC Train: 0.676, Explained Variance Score Train: 0.164 AUC Validation: 0.704, Explained Variance Score Validation: 0.125 AUC Test: 0.763, Explained Variance Score Test: 0.266 Bootstrap CV 57, alpha = 0.001, R^2 train: 0.164, R^2 test: 0.108 Bootstrap CV 57, alpha = 0.005, R^2 train: 0.164, R^2 test: 0.109 Bootstrap CV 57, alpha = 0.01, R^2 train: 0.164, R^2 test: 0.111 Bootstrap CV 57, alpha = 0.1, R^2 train: 0.145, R^2 test: 0.120 best alpha via bootstrap CV: 0.001 AUC Train: 0.657, Explained Variance Score Train: 0.164 AUC Validation: 0.674, Explained Variance Score Validation: 0.112 AUC Test: 0.763, Explained Variance Score Test: 0.287 Bootstrap CV 51, alpha = 0.001, R^2 train: 0.229, R^2 test: 0.186 Bootstrap CV 51, alpha = 0.005, R^2 train: 0.229, R^2 test: 0.186 Bootstrap CV 51, alpha = 0.01, R^2 train: 0.229, R^2 test: 0.187 Bootstrap CV 51, alpha = 0.1, R^2 train: 0.213, R^2 test: 0.181 best alpha via bootstrap CV: 0.001 AUC Train: 0.745, Explained Variance Score Train: 0.229 AUC Validation: 0.584, Explained Variance Score Validation: 0.186 AUC Test: 0.763, Explained Variance Score Test: 0.280 Bootstrap CV 52, alpha = 0.001, R^2 train: 0.218, R^2 test: 0.143 Bootstrap CV 52, alpha = 0.005, R^2 train: 0.218, R^2 test: 0.143 Bootstrap CV 52, alpha = 0.01, R^2 train: 0.218, R^2 test: 0.142 Bootstrap CV 52, alpha = 0.1, R^2 train: 0.205, R^2 test: 0.132 best alpha via bootstrap CV: 0.001 AUC Train: 0.702, Explained Variance Score Train: 0.218 AUC Validation: 0.641, Explained Variance Score Validation: 0.149 AUC Test: 0.763, Explained Variance Score Test: 0.296 Bootstrap CV 50, alpha = 0.001, R^2 train: 0.236, R^2 test: 0.242 Bootstrap CV 50, alpha = 0.005, R^2 train: 0.236, R^2 test: 0.242 Bootstrap CV 50, alpha = 0.01, R^2 train: 0.236, R^2 test: 0.242 Bootstrap CV 50, alpha = 0.1, R^2 train: 0.225, R^2 test: 0.238 best alpha via bootstrap CV: 0.001 AUC Train: 0.764, Explained Variance Score Train: 0.236 AUC Validation: 0.704, Explained Variance Score Validation: 0.244 AUC Test: 0.763, Explained Variance Score Test: 0.292 Bootstrap CV 53, alpha = 0.001, R^2 train: 0.204, R^2 test: 0.173 Bootstrap CV 53, alpha = 0.005, R^2 train: 0.204, R^2 test: 0.174 Bootstrap CV 53, alpha = 0.01, R^2 train: 0.204, R^2 test: 0.174 Bootstrap CV 53, alpha = 0.1, R^2 train: 0.189, R^2 test: 0.167 best alpha via bootstrap CV: 0.001 AUC Train: 0.738, Explained Variance Score Train: 0.204 AUC Validation: 0.747, Explained Variance Score Validation: 0.179 AUC Test: 0.763, Explained Variance Score Test: 0.286 Bootstrap CV 54, alpha = 0.001, R^2 train: 0.202, R^2 test: 0.202 Bootstrap CV 54, alpha = 0.005, R^2 train: 0.202, R^2 test: 0.202 Bootstrap CV 54, alpha = 0.01, R^2 train: 0.202, R^2 test: 0.202 Bootstrap CV 54, alpha = 0.1, R^2 train: 0.183, R^2 test: 0.181 best alpha via bootstrap CV: 0.001 AUC Train: 0.688, Explained Variance Score Train: 0.202 AUC Validation: 0.715, Explained Variance Score Validation: 0.206 AUC Test: 0.763, Explained Variance Score Test: 0.272 Bootstrap CV 49, alpha = 0.001, R^2 train: 0.246, R^2 test: 0.330 Bootstrap CV 49, alpha = 0.005, R^2 train: 0.246, R^2 test: 0.329 Bootstrap CV 49, alpha = 0.01, R^2 train: 0.246, R^2 test: 0.329 Bootstrap CV 49, alpha = 0.1, R^2 train: 0.236, R^2 test: 0.311 best alpha via bootstrap CV: 0.001 AUC Train: 0.728, Explained Variance Score Train: 0.246 AUC Validation: 0.813, Explained Variance Score Validation: 0.337 AUC Test: 0.763, Explained Variance Score Test: 0.297 Bootstrap CV 48, alpha = 0.001, R^2 train: 0.270, R^2 test: 0.236 Bootstrap CV 48, alpha = 0.005, R^2 train: 0.270, R^2 test: 0.237 Bootstrap CV 48, alpha = 0.01, R^2 train: 0.270, R^2 test: 0.239 Bootstrap CV 48, alpha = 0.1, R^2 train: 0.254, R^2 test: 0.247 best alpha via bootstrap CV: 0.001 AUC Train: 0.734, Explained Variance Score Train: 0.270 AUC Validation: 0.732, Explained Variance Score Validation: 0.266 AUC Test: 0.763, Explained Variance Score Test: 0.297 Bootstrap CV 59, alpha = 0.001, R^2 train: 0.169, R^2 test: 0.332 Bootstrap CV 59, alpha = 0.005, R^2 train: 0.169, R^2 test: 0.331 Bootstrap CV 59, alpha = 0.01, R^2 train: 0.169, R^2 test: 0.330 Bootstrap CV 59, alpha = 0.1, R^2 train: 0.156, R^2 test: 0.284 best alpha via bootstrap CV: 0.001 AUC Train: 0.692, Explained Variance Score Train: 0.169 AUC Validation: 0.775, Explained Variance Score Validation: 0.332 AUC Test: 0.763, Explained Variance Score Test: 0.283 Bootstrap CV 63, alpha = 0.001, R^2 train: 0.365, R^2 test: 0.212 Bootstrap CV 63, alpha = 0.005, R^2 train: 0.365, R^2 test: 0.212 Bootstrap CV 63, alpha = 0.01, R^2 train: 0.365, R^2 test: 0.213 Bootstrap CV 63, alpha = 0.1, R^2 train: 0.353, R^2 test: 0.216 best alpha via bootstrap CV: 0.001 AUC Train: 0.809, Explained Variance Score Train: 0.365 AUC Validation: 0.747, Explained Variance Score Validation: 0.217 AUC Test: 0.763, Explained Variance Score Test: 0.297 Bootstrap CV 61, alpha = 0.001, R^2 train: 0.157, R^2 test: 0.193 Bootstrap CV 61, alpha = 0.005, R^2 train: 0.157, R^2 test: 0.192 Bootstrap CV 61, alpha = 0.01, R^2 train: 0.157, R^2 test: 0.191 Bootstrap CV 61, alpha = 0.1, R^2 train: 0.137, R^2 test: 0.154 best alpha via bootstrap CV: 0.001 AUC Train: 0.682, Explained Variance Score Train: 0.157 AUC Validation: 0.800, Explained Variance Score Validation: 0.194 AUC Test: 0.763, Explained Variance Score Test: 0.264 Bootstrap CV 55, alpha = 0.001, R^2 train: 0.277, R^2 test: 0.244 Bootstrap CV 55, alpha = 0.005, R^2 train: 0.277, R^2 test: 0.246 Bootstrap CV 55, alpha = 0.01, R^2 train: 0.277, R^2 test: 0.248 Bootstrap CV 55, alpha = 0.1, R^2 train: 0.263, R^2 test: 0.265 best alpha via bootstrap CV: 0.001 AUC Train: 0.813, Explained Variance Score Train: 0.277 AUC Validation: 0.718, Explained Variance Score Validation: 0.258 AUC Test: 0.763, Explained Variance Score Test: 0.298 Bootstrap CV 60, alpha = 0.001, R^2 train: 0.286, R^2 test: 0.148 Bootstrap CV 60, alpha = 0.005, R^2 train: 0.286, R^2 test: 0.147 Bootstrap CV 60, alpha = 0.01, R^2 train: 0.286, R^2 test: 0.146 Bootstrap CV 60, alpha = 0.1, R^2 train: 0.268, R^2 test: 0.113 best alpha via bootstrap CV: 0.001 AUC Train: 0.819, Explained Variance Score Train: 0.286 AUC Validation: 0.703, Explained Variance Score Validation: 0.219 AUC Test: 0.763, Explained Variance Score Test: 0.277 Bootstrap CV 62, alpha = 0.001, R^2 train: 0.225, R^2 test: 0.271 Bootstrap CV 62, alpha = 0.005, R^2 train: 0.225, R^2 test: 0.270 Bootstrap CV 62, alpha = 0.01, R^2 train: 0.224, R^2 test: 0.268 Bootstrap CV 62, alpha = 0.1, R^2 train: 0.209, R^2 test: 0.229 best alpha via bootstrap CV: 0.001 AUC Train: 0.779, Explained Variance Score Train: 0.225 AUC Validation: 0.842, Explained Variance Score Validation: 0.274 AUC Test: 0.763, Explained Variance Score Test: 0.264 Bootstrap CV 58, alpha = 0.001, R^2 train: 0.199, R^2 test: 0.260 Bootstrap CV 58, alpha = 0.005, R^2 train: 0.199, R^2 test: 0.260 Bootstrap CV 58, alpha = 0.01, R^2 train: 0.199, R^2 test: 0.259 Bootstrap CV 58, alpha = 0.1, R^2 train: 0.186, R^2 test: 0.231 best alpha via bootstrap CV: 0.001 AUC Train: 0.710, Explained Variance Score Train: 0.199 AUC Validation: 0.724, Explained Variance Score Validation: 0.285 AUC Test: 0.763, Explained Variance Score Test: 0.289 Running batch 5 of 7 with 16 nodes Bootstrap CV 72, alpha = 0.001, R^2 train: 0.216, R^2 test: 0.056 Bootstrap CV 72, alpha = 0.005, R^2 train: 0.216, R^2 test: 0.058 Bootstrap CV 72, alpha = 0.01, R^2 train: 0.216, R^2 test: 0.060 Bootstrap CV 72, alpha = 0.1, R^2 train: 0.203, R^2 test: 0.083 best alpha via bootstrap CV: 0.001 AUC Train: 0.729, Explained Variance Score Train: 0.216 AUC Validation: 0.647, Explained Variance Score Validation: 0.057 AUC Test: 0.763, Explained Variance Score Test: 0.288 Bootstrap CV 74, alpha = 0.001, R^2 train: 0.151, R^2 test: 0.306 Bootstrap CV 74, alpha = 0.005, R^2 train: 0.151, R^2 test: 0.305 Bootstrap CV 74, alpha = 0.01, R^2 train: 0.151, R^2 test: 0.303 Bootstrap CV 74, alpha = 0.1, R^2 train: 0.139, R^2 test: 0.254 best alpha via bootstrap CV: 0.001 AUC Train: 0.664, Explained Variance Score Train: 0.151 AUC Validation: 0.774, Explained Variance Score Validation: 0.307 AUC Test: 0.763, Explained Variance Score Test: 0.289 Bootstrap CV 73, alpha = 0.001, R^2 train: 0.237, R^2 test: 0.154 Bootstrap CV 73, alpha = 0.005, R^2 train: 0.237, R^2 test: 0.153 Bootstrap CV 73, alpha = 0.01, R^2 train: 0.236, R^2 test: 0.153 Bootstrap CV 73, alpha = 0.1, R^2 train: 0.222, R^2 test: 0.135 best alpha via bootstrap CV: 0.001 AUC Train: 0.772, Explained Variance Score Train: 0.237 AUC Validation: 0.791, Explained Variance Score Validation: 0.175 AUC Test: 0.763, Explained Variance Score Test: 0.260 Bootstrap CV 65, alpha = 0.001, R^2 train: 0.243, R^2 test: 0.229 Bootstrap CV 65, alpha = 0.005, R^2 train: 0.243, R^2 test: 0.229 Bootstrap CV 65, alpha = 0.01, R^2 train: 0.242, R^2 test: 0.228 Bootstrap CV 65, alpha = 0.1, R^2 train: 0.231, R^2 test: 0.211 best alpha via bootstrap CV: 0.001 AUC Train: 0.743, Explained Variance Score Train: 0.243 AUC Validation: 0.775, Explained Variance Score Validation: 0.246 AUC Test: 0.763, Explained Variance Score Test: 0.283 Bootstrap CV 64, alpha = 0.001, R^2 train: 0.169, R^2 test: 0.196 Bootstrap CV 64, alpha = 0.005, R^2 train: 0.169, R^2 test: 0.197 Bootstrap CV 64, alpha = 0.01, R^2 train: 0.169, R^2 test: 0.197 Bootstrap CV 64, alpha = 0.1, R^2 train: 0.157, R^2 test: 0.190 best alpha via bootstrap CV: 0.001 AUC Train: 0.695, Explained Variance Score Train: 0.169 AUC Validation: 0.744, Explained Variance Score Validation: 0.223 AUC Test: 0.763, Explained Variance Score Test: 0.294 Bootstrap CV 69, alpha = 0.001, R^2 train: 0.243, R^2 test: 0.313 Bootstrap CV 69, alpha = 0.005, R^2 train: 0.243, R^2 test: 0.312 Bootstrap CV 69, alpha = 0.01, R^2 train: 0.243, R^2 test: 0.311 Bootstrap CV 69, alpha = 0.1, R^2 train: 0.228, R^2 test: 0.276 best alpha via bootstrap CV: 0.001 AUC Train: 0.737, Explained Variance Score Train: 0.243 AUC Validation: 0.776, Explained Variance Score Validation: 0.329 AUC Test: 0.763, Explained Variance Score Test: 0.272 Bootstrap CV 71, alpha = 0.001, R^2 train: 0.162, R^2 test: 0.347 Bootstrap CV 71, alpha = 0.005, R^2 train: 0.162, R^2 test: 0.345 Bootstrap CV 71, alpha = 0.01, R^2 train: 0.162, R^2 test: 0.343 Bootstrap CV 71, alpha = 0.1, R^2 train: 0.153, R^2 test: 0.298 best alpha via bootstrap CV: 0.001 AUC Train: 0.738, Explained Variance Score Train: 0.162 AUC Validation: 0.778, Explained Variance Score Validation: 0.348 AUC Test: 0.763, Explained Variance Score Test: 0.279 Bootstrap CV 68, alpha = 0.001, R^2 train: 0.167, R^2 test: 0.269 Bootstrap CV 68, alpha = 0.005, R^2 train: 0.167, R^2 test: 0.269 Bootstrap CV 68, alpha = 0.01, R^2 train: 0.167, R^2 test: 0.268 Bootstrap CV 68, alpha = 0.1, R^2 train: 0.159, R^2 test: 0.245 best alpha via bootstrap CV: 0.001 AUC Train: 0.754, Explained Variance Score Train: 0.167 AUC Validation: 0.774, Explained Variance Score Validation: 0.269 AUC Test: 0.763, Explained Variance Score Test: 0.282 Bootstrap CV 70, alpha = 0.001, R^2 train: 0.266, R^2 test: 0.215 Bootstrap CV 70, alpha = 0.005, R^2 train: 0.266, R^2 test: 0.216 Bootstrap CV 70, alpha = 0.01, R^2 train: 0.266, R^2 test: 0.217 Bootstrap CV 70, alpha = 0.1, R^2 train: 0.253, R^2 test: 0.218 best alpha via bootstrap CV: 0.001 AUC Train: 0.704, Explained Variance Score Train: 0.266 AUC Validation: 0.691, Explained Variance Score Validation: 0.220 AUC Test: 0.763, Explained Variance Score Test: 0.300 Bootstrap CV 67, alpha = 0.001, R^2 train: 0.171, R^2 test: 0.390 Bootstrap CV 67, alpha = 0.005, R^2 train: 0.171, R^2 test: 0.389 Bootstrap CV 67, alpha = 0.01, R^2 train: 0.171, R^2 test: 0.389 Bootstrap CV 67, alpha = 0.1, R^2 train: 0.161, R^2 test: 0.360 best alpha via bootstrap CV: 0.001 AUC Train: 0.725, Explained Variance Score Train: 0.171 AUC Validation: 0.857, Explained Variance Score Validation: 0.400 AUC Test: 0.763, Explained Variance Score Test: 0.294 Bootstrap CV 77, alpha = 0.001, R^2 train: 0.179, R^2 test: 0.351 Bootstrap CV 77, alpha = 0.005, R^2 train: 0.179, R^2 test: 0.351 Bootstrap CV 77, alpha = 0.01, R^2 train: 0.179, R^2 test: 0.351 Bootstrap CV 77, alpha = 0.1, R^2 train: 0.170, R^2 test: 0.329 best alpha via bootstrap CV: 0.005 AUC Train: 0.705, Explained Variance Score Train: 0.179 AUC Validation: 0.798, Explained Variance Score Validation: 0.352 AUC Test: 0.763, Explained Variance Score Test: 0.301 Bootstrap CV 78, alpha = 0.001, R^2 train: 0.329, R^2 test: 0.132 Bootstrap CV 78, alpha = 0.005, R^2 train: 0.329, R^2 test: 0.133 Bootstrap CV 78, alpha = 0.01, R^2 train: 0.329, R^2 test: 0.134 Bootstrap CV 78, alpha = 0.1, R^2 train: 0.316, R^2 test: 0.151 best alpha via bootstrap CV: 0.001 AUC Train: 0.772, Explained Variance Score Train: 0.329 AUC Validation: 0.616, Explained Variance Score Validation: 0.132 AUC Test: 0.763, Explained Variance Score Test: 0.293 Bootstrap CV 75, alpha = 0.001, R^2 train: 0.242, R^2 test: 0.203 Bootstrap CV 75, alpha = 0.005, R^2 train: 0.242, R^2 test: 0.203 Bootstrap CV 75, alpha = 0.01, R^2 train: 0.241, R^2 test: 0.203 Bootstrap CV 75, alpha = 0.1, R^2 train: 0.228, R^2 test: 0.198 best alpha via bootstrap CV: 0.001 AUC Train: 0.750, Explained Variance Score Train: 0.242 AUC Validation: 0.631, Explained Variance Score Validation: 0.207 AUC Test: 0.763, Explained Variance Score Test: 0.292 Bootstrap CV 79, alpha = 0.001, R^2 train: 0.284, R^2 test: 0.145 Bootstrap CV 79, alpha = 0.005, R^2 train: 0.284, R^2 test: 0.145 Bootstrap CV 79, alpha = 0.01, R^2 train: 0.284, R^2 test: 0.145 Bootstrap CV 79, alpha = 0.1, R^2 train: 0.261, R^2 test: 0.138 best alpha via bootstrap CV: 0.001 AUC Train: 0.742, Explained Variance Score Train: 0.284 AUC Validation: 0.706, Explained Variance Score Validation: 0.145 AUC Test: 0.763, Explained Variance Score Test: 0.290 Bootstrap CV 76, alpha = 0.001, R^2 train: 0.246, R^2 test: 0.318 Bootstrap CV 76, alpha = 0.005, R^2 train: 0.245, R^2 test: 0.318 Bootstrap CV 76, alpha = 0.01, R^2 train: 0.245, R^2 test: 0.318 Bootstrap CV 76, alpha = 0.1, R^2 train: 0.229, R^2 test: 0.299 best alpha via bootstrap CV: 0.001 AUC Train: 0.769, Explained Variance Score Train: 0.246 AUC Validation: 0.798, Explained Variance Score Validation: 0.319 AUC Test: 0.763, Explained Variance Score Test: 0.295 Bootstrap CV 66, alpha = 0.001, R^2 train: 0.355, R^2 test: 0.138 Bootstrap CV 66, alpha = 0.005, R^2 train: 0.355, R^2 test: 0.139 Bootstrap CV 66, alpha = 0.01, R^2 train: 0.355, R^2 test: 0.139 Bootstrap CV 66, alpha = 0.1, R^2 train: 0.341, R^2 test: 0.142 best alpha via bootstrap CV: 0.001 AUC Train: 0.796, Explained Variance Score Train: 0.355 AUC Validation: 0.782, Explained Variance Score Validation: 0.140 AUC Test: 0.763, Explained Variance Score Test: 0.297 Running batch 6 of 7 with 16 nodes Bootstrap CV 89, alpha = 0.001, R^2 train: 0.365, R^2 test: 0.035 Bootstrap CV 89, alpha = 0.005, R^2 train: 0.365, R^2 test: 0.037 Bootstrap CV 89, alpha = 0.01, R^2 train: 0.365, R^2 test: 0.039 Bootstrap CV 89, alpha = 0.1, R^2 train: 0.354, R^2 test: 0.072 best alpha via bootstrap CV: 0.1 AUC Train: 0.859, Explained Variance Score Train: 0.354 AUC Validation: 0.721, Explained Variance Score Validation: 0.073 AUC Test: 0.763, Explained Variance Score Test: 0.300 Bootstrap CV 80, alpha = 0.001, R^2 train: 0.245, R^2 test: 0.240 Bootstrap CV 80, alpha = 0.005, R^2 train: 0.245, R^2 test: 0.239 Bootstrap CV 80, alpha = 0.01, R^2 train: 0.245, R^2 test: 0.239 Bootstrap CV 80, alpha = 0.1, R^2 train: 0.226, R^2 test: 0.211 best alpha via bootstrap CV: 0.001 AUC Train: 0.737, Explained Variance Score Train: 0.245 AUC Validation: 0.684, Explained Variance Score Validation: 0.248 AUC Test: 0.763, Explained Variance Score Test: 0.277 Bootstrap CV 81, alpha = 0.001, R^2 train: 0.222, R^2 test: 0.263 Bootstrap CV 81, alpha = 0.005, R^2 train: 0.222, R^2 test: 0.261 Bootstrap CV 81, alpha = 0.01, R^2 train: 0.222, R^2 test: 0.259 Bootstrap CV 81, alpha = 0.1, R^2 train: 0.205, R^2 test: 0.209 best alpha via bootstrap CV: 0.001 AUC Train: 0.791, Explained Variance Score Train: 0.222 AUC Validation: 0.755, Explained Variance Score Validation: 0.285 AUC Test: 0.763, Explained Variance Score Test: 0.266 Bootstrap CV 84, alpha = 0.001, R^2 train: 0.352, R^2 test: 0.130 Bootstrap CV 84, alpha = 0.005, R^2 train: 0.351, R^2 test: 0.131 Bootstrap CV 84, alpha = 0.01, R^2 train: 0.351, R^2 test: 0.132 Bootstrap CV 84, alpha = 0.1, R^2 train: 0.339, R^2 test: 0.145 best alpha via bootstrap CV: 0.005 AUC Train: 0.813, Explained Variance Score Train: 0.351 AUC Validation: 0.730, Explained Variance Score Validation: 0.151 AUC Test: 0.763, Explained Variance Score Test: 0.301 Bootstrap CV 88, alpha = 0.001, R^2 train: 0.342, R^2 test: 0.167 Bootstrap CV 88, alpha = 0.005, R^2 train: 0.342, R^2 test: 0.169 Bootstrap CV 88, alpha = 0.01, R^2 train: 0.342, R^2 test: 0.171 Bootstrap CV 88, alpha = 0.1, R^2 train: 0.331, R^2 test: 0.192 best alpha via bootstrap CV: 0.001 AUC Train: 0.791, Explained Variance Score Train: 0.342 AUC Validation: 0.665, Explained Variance Score Validation: 0.167 AUC Test: 0.763, Explained Variance Score Test: 0.297 Bootstrap CV 87, alpha = 0.001, R^2 train: 0.352, R^2 test: 0.125 Bootstrap CV 87, alpha = 0.005, R^2 train: 0.351, R^2 test: 0.124 Bootstrap CV 87, alpha = 0.01, R^2 train: 0.351, R^2 test: 0.124 Bootstrap CV 87, alpha = 0.1, R^2 train: 0.332, R^2 test: 0.110 best alpha via bootstrap CV: 0.001 AUC Train: 0.819, Explained Variance Score Train: 0.352 AUC Validation: 0.685, Explained Variance Score Validation: 0.156 AUC Test: 0.763, Explained Variance Score Test: 0.291 Bootstrap CV 86, alpha = 0.001, R^2 train: 0.206, R^2 test: 0.111 Bootstrap CV 86, alpha = 0.005, R^2 train: 0.206, R^2 test: 0.110 Bootstrap CV 86, alpha = 0.01, R^2 train: 0.206, R^2 test: 0.109 Bootstrap CV 86, alpha = 0.1, R^2 train: 0.183, R^2 test: 0.082 best alpha via bootstrap CV: 0.001 AUC Train: 0.735, Explained Variance Score Train: 0.206 AUC Validation: 0.700, Explained Variance Score Validation: 0.140 AUC Test: 0.763, Explained Variance Score Test: 0.275 Bootstrap CV 94, alpha = 0.001, R^2 train: 0.180, R^2 test: 0.167 Bootstrap CV 94, alpha = 0.005, R^2 train: 0.180, R^2 test: 0.167 Bootstrap CV 94, alpha = 0.01, R^2 train: 0.180, R^2 test: 0.166 Bootstrap CV 94, alpha = 0.1, R^2 train: 0.165, R^2 test: 0.149 best alpha via bootstrap CV: 0.001 AUC Train: 0.676, Explained Variance Score Train: 0.180 AUC Validation: 0.752, Explained Variance Score Validation: 0.175 AUC Test: 0.763, Explained Variance Score Test: 0.281 Bootstrap CV 83, alpha = 0.001, R^2 train: 0.339, R^2 test: 0.268 Bootstrap CV 83, alpha = 0.005, R^2 train: 0.339, R^2 test: 0.268 Bootstrap CV 83, alpha = 0.01, R^2 train: 0.339, R^2 test: 0.268 Bootstrap CV 83, alpha = 0.1, R^2 train: 0.320, R^2 test: 0.257 best alpha via bootstrap CV: 0.001 AUC Train: 0.830, Explained Variance Score Train: 0.339 AUC Validation: 0.773, Explained Variance Score Validation: 0.268 AUC Test: 0.763, Explained Variance Score Test: 0.299 Bootstrap CV 82, alpha = 0.001, R^2 train: 0.301, R^2 test: 0.388 Bootstrap CV 82, alpha = 0.005, R^2 train: 0.301, R^2 test: 0.389 Bootstrap CV 82, alpha = 0.01, R^2 train: 0.301, R^2 test: 0.389 Bootstrap CV 82, alpha = 0.1, R^2 train: 0.287, R^2 test: 0.377 best alpha via bootstrap CV: 0.001 AUC Train: 0.800, Explained Variance Score Train: 0.301 AUC Validation: 0.810, Explained Variance Score Validation: 0.390 AUC Test: 0.763, Explained Variance Score Test: 0.299 Bootstrap CV 85, alpha = 0.001, R^2 train: 0.213, R^2 test: 0.184 Bootstrap CV 85, alpha = 0.005, R^2 train: 0.212, R^2 test: 0.184 Bootstrap CV 85, alpha = 0.01, R^2 train: 0.212, R^2 test: 0.184 Bootstrap CV 85, alpha = 0.1, R^2 train: 0.199, R^2 test: 0.167 best alpha via bootstrap CV: 0.001 AUC Train: 0.718, Explained Variance Score Train: 0.213 AUC Validation: 0.784, Explained Variance Score Validation: 0.189 AUC Test: 0.763, Explained Variance Score Test: 0.290 Bootstrap CV 91, alpha = 0.001, R^2 train: 0.239, R^2 test: 0.260 Bootstrap CV 91, alpha = 0.005, R^2 train: 0.239, R^2 test: 0.261 Bootstrap CV 91, alpha = 0.01, R^2 train: 0.239, R^2 test: 0.261 Bootstrap CV 91, alpha = 0.1, R^2 train: 0.228, R^2 test: 0.261 best alpha via bootstrap CV: 0.01 AUC Train: 0.791, Explained Variance Score Train: 0.239 AUC Validation: 0.734, Explained Variance Score Validation: 0.262 AUC Test: 0.763, Explained Variance Score Test: 0.300 Bootstrap CV 90, alpha = 0.001, R^2 train: 0.177, R^2 test: 0.240 Bootstrap CV 90, alpha = 0.005, R^2 train: 0.177, R^2 test: 0.240 Bootstrap CV 90, alpha = 0.01, R^2 train: 0.177, R^2 test: 0.239 Bootstrap CV 90, alpha = 0.1, R^2 train: 0.158, R^2 test: 0.205 best alpha via bootstrap CV: 0.001 AUC Train: 0.776, Explained Variance Score Train: 0.177 AUC Validation: 0.698, Explained Variance Score Validation: 0.243 AUC Test: 0.763, Explained Variance Score Test: 0.289 Bootstrap CV 95, alpha = 0.001, R^2 train: 0.184, R^2 test: -0.067 Bootstrap CV 95, alpha = 0.005, R^2 train: 0.184, R^2 test: -0.064 Bootstrap CV 95, alpha = 0.01, R^2 train: 0.184, R^2 test: -0.061 Bootstrap CV 95, alpha = 0.1, R^2 train: 0.169, R^2 test: -0.018 best alpha via bootstrap CV: 0.001 AUC Train: 0.698, Explained Variance Score Train: 0.184 AUC Validation: 0.568, Explained Variance Score Validation: -0.022 AUC Test: 0.763, Explained Variance Score Test: 0.271 Bootstrap CV 93, alpha = 0.001, R^2 train: 0.105, R^2 test: 0.219 Bootstrap CV 93, alpha = 0.005, R^2 train: 0.105, R^2 test: 0.218 Bootstrap CV 93, alpha = 0.01, R^2 train: 0.105, R^2 test: 0.217 Bootstrap CV 93, alpha = 0.1, R^2 train: 0.090, R^2 test: 0.178 best alpha via bootstrap CV: 0.001 AUC Train: 0.708, Explained Variance Score Train: 0.105 AUC Validation: 0.695, Explained Variance Score Validation: 0.222 AUC Test: 0.763, Explained Variance Score Test: 0.280 Bootstrap CV 92, alpha = 0.001, R^2 train: 0.215, R^2 test: 0.227 Bootstrap CV 92, alpha = 0.005, R^2 train: 0.215, R^2 test: 0.228 Bootstrap CV 92, alpha = 0.01, R^2 train: 0.215, R^2 test: 0.228 Bootstrap CV 92, alpha = 0.1, R^2 train: 0.202, R^2 test: 0.221 best alpha via bootstrap CV: 0.001 AUC Train: 0.736, Explained Variance Score Train: 0.215 AUC Validation: 0.791, Explained Variance Score Validation: 0.241 AUC Test: 0.763, Explained Variance Score Test: 0.293 Running batch 7 of 7 with 4 nodes Bootstrap CV 97, alpha = 0.001, R^2 train: 0.197, R^2 test: 0.114 Bootstrap CV 97, alpha = 0.005, R^2 train: 0.197, R^2 test: 0.116 Bootstrap CV 97, alpha = 0.01, R^2 train: 0.197, R^2 test: 0.118 Bootstrap CV 97, alpha = 0.1, R^2 train: 0.186, R^2 test: 0.140 best alpha via bootstrap CV: 0.001 AUC Train: 0.756, Explained Variance Score Train: 0.197 AUC Validation: 0.744, Explained Variance Score Validation: 0.122 AUC Test: 0.763, Explained Variance Score Test: 0.297 Bootstrap CV 99, alpha = 0.001, R^2 train: 0.127, R^2 test: 0.184 Bootstrap CV 99, alpha = 0.005, R^2 train: 0.127, R^2 test: 0.183 Bootstrap CV 99, alpha = 0.01, R^2 train: 0.127, R^2 test: 0.181 Bootstrap CV 99, alpha = 0.1, R^2 train: 0.113, R^2 test: 0.135 best alpha via bootstrap CV: 0.001 AUC Train: 0.658, Explained Variance Score Train: 0.127 AUC Validation: 0.706, Explained Variance Score Validation: 0.222 AUC Test: 0.763, Explained Variance Score Test: 0.259 Bootstrap CV 96, alpha = 0.001, R^2 train: 0.343, R^2 test: 0.127 Bootstrap CV 96, alpha = 0.005, R^2 train: 0.343, R^2 test: 0.129 Bootstrap CV 96, alpha = 0.01, R^2 train: 0.343, R^2 test: 0.131 Bootstrap CV 96, alpha = 0.1, R^2 train: 0.329, R^2 test: 0.160 best alpha via bootstrap CV: 0.001 AUC Train: 0.783, Explained Variance Score Train: 0.343 AUC Validation: 0.656, Explained Variance Score Validation: 0.137 AUC Test: 0.763, Explained Variance Score Test: 0.300 Bootstrap CV 98, alpha = 0.001, R^2 train: 0.214, R^2 test: 0.222 Bootstrap CV 98, alpha = 0.005, R^2 train: 0.213, R^2 test: 0.222 Bootstrap CV 98, alpha = 0.01, R^2 train: 0.213, R^2 test: 0.221 Bootstrap CV 98, alpha = 0.1, R^2 train: 0.201, R^2 test: 0.196 best alpha via bootstrap CV: 0.001 AUC Train: 0.761, Explained Variance Score Train: 0.214 AUC Validation: 0.679, Explained Variance Score Validation: 0.239 AUC Test: 0.763, Explained Variance Score Test: 0.299 total Variables 1 and total subjects: 1698 ->AUC validation: 0.740 95% CI: [0.727 , 0.753] ->AUC test: 0.763 95% CI: [0.763 , 0.763] ->R^2 validation: 0.234 95% CI: [0.218 , 0.251] ->R^2 test: 0.287 95% CI: [0.285 , 0.289] ->Explained Variance validation: 0.223 95% CI: [0.206 , 0.240] ->Explained Variance test: 0.283 95% CI: [0.281 , 0.286] Test set metrics: @threshold:1.639, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:1.440, sens:0.018, spec:0.996, ppv:0.500, acc:0.838, f1:0.035, mcc:0.077, total+:2, total-:337 @threshold:1.437, sens:0.018, spec:0.993, ppv:0.333, acc:0.835, f1:0.034, mcc:0.024, total+:3, total-:336 @threshold:1.355, sens:0.036, spec:0.993, ppv:0.500, acc:0.838, f1:0.068, mcc:0.055, total+:4, total-:335 @threshold:1.116, sens:0.091, spec:0.989, ppv:0.625, acc:0.844, f1:0.159, mcc:0.071, total+:8, total-:331 @threshold:1.015, sens:0.109, spec:0.986, ppv:0.600, acc:0.844, f1:0.185, mcc:0.056, total+:10, total-:329 @threshold:0.945, sens:0.127, spec:0.982, ppv:0.583, acc:0.844, f1:0.209, mcc:0.048, total+:12, total-:327 @threshold:0.907, sens:0.145, spec:0.982, ppv:0.615, acc:0.847, f1:0.235, mcc:0.054, total+:13, total-:326 @threshold:0.880, sens:0.145, spec:0.979, ppv:0.571, acc:0.844, f1:0.232, mcc:0.042, total+:14, total-:325 @threshold:0.877, sens:0.164, spec:0.979, ppv:0.600, acc:0.847, f1:0.257, mcc:0.046, total+:15, total-:324 @threshold:0.831, sens:0.182, spec:0.975, ppv:0.588, acc:0.847, f1:0.278, mcc:0.041, total+:17, total-:322 @threshold:0.823, sens:0.200, spec:0.975, ppv:0.611, acc:0.850, f1:0.301, mcc:0.045, total+:18, total-:321 @threshold:0.810, sens:0.218, spec:0.972, ppv:0.600, acc:0.850, f1:0.320, mcc:0.041, total+:20, total-:319 @threshold:0.746, sens:0.236, spec:0.968, ppv:0.591, acc:0.850, f1:0.338, mcc:0.037, total+:22, total-:317 @threshold:0.702, sens:0.273, spec:0.965, ppv:0.600, acc:0.853, f1:0.375, mcc:0.037, total+:25, total-:314 @threshold:0.699, sens:0.291, spec:0.965, ppv:0.615, acc:0.855, f1:0.395, mcc:0.039, total+:26, total-:313 @threshold:0.585, sens:0.309, spec:0.961, ppv:0.607, acc:0.855, f1:0.410, mcc:0.036, total+:28, total-:311 @threshold:0.584, sens:0.327, spec:0.961, ppv:0.621, acc:0.858, f1:0.429, mcc:0.038, total+:29, total-:310 @threshold:0.572, sens:0.327, spec:0.958, ppv:0.600, acc:0.855, f1:0.424, mcc:0.034, total+:30, total-:309 @threshold:0.535, sens:0.345, spec:0.947, ppv:0.559, acc:0.850, f1:0.427, mcc:0.026, total+:34, total-:305 @threshold:0.503, sens:0.382, spec:0.944, ppv:0.568, acc:0.853, f1:0.457, mcc:0.026, total+:37, total-:302 @threshold:0.500, sens:0.400, spec:0.944, ppv:0.579, acc:0.855, f1:0.473, mcc:0.027, total+:38, total-:301 @threshold:0.472, sens:0.400, spec:0.940, ppv:0.564, acc:0.853, f1:0.468, mcc:0.025, total+:39, total-:300 @threshold:0.460, sens:0.418, spec:0.937, ppv:0.561, acc:0.853, f1:0.479, mcc:0.024, total+:41, total-:298 @threshold:0.457, sens:0.418, spec:0.933, ppv:0.548, acc:0.850, f1:0.474, mcc:0.023, total+:42, total-:297 @threshold:0.436, sens:0.436, spec:0.923, ppv:0.522, acc:0.844, f1:0.475, mcc:0.019, total+:46, total-:293 @threshold:0.428, sens:0.436, spec:0.919, ppv:0.511, acc:0.841, f1:0.471, mcc:0.018, total+:47, total-:292 @threshold:0.371, sens:0.455, spec:0.894, ppv:0.455, acc:0.823, f1:0.455, mcc:0.013, total+:55, total-:284 @threshold:0.362, sens:0.455, spec:0.891, ppv:0.446, acc:0.820, f1:0.450, mcc:0.012, total+:56, total-:283 @threshold:0.351, sens:0.473, spec:0.880, ppv:0.433, acc:0.814, f1:0.452, mcc:0.011, total+:60, total-:279 @threshold:0.338, sens:0.473, spec:0.877, ppv:0.426, acc:0.811, f1:0.448, mcc:0.011, total+:61, total-:278 @threshold:0.303, sens:0.491, spec:0.845, ppv:0.380, acc:0.788, f1:0.429, mcc:0.008, total+:71, total-:268 @threshold:0.301, sens:0.491, spec:0.842, ppv:0.375, acc:0.785, f1:0.425, mcc:0.008, total+:72, total-:267 @threshold:0.294, sens:0.491, spec:0.835, ppv:0.365, acc:0.779, f1:0.419, mcc:0.007, total+:74, total-:265 @threshold:0.290, sens:0.509, spec:0.835, ppv:0.373, acc:0.782, f1:0.431, mcc:0.008, total+:75, total-:264 @threshold:0.290, sens:0.509, spec:0.831, ppv:0.368, acc:0.779, f1:0.427, mcc:0.007, total+:76, total-:263 @threshold:0.285, sens:0.527, spec:0.827, ppv:0.372, acc:0.779, f1:0.436, mcc:0.007, total+:78, total-:261 @threshold:0.270, sens:0.527, spec:0.824, ppv:0.367, acc:0.776, f1:0.433, mcc:0.007, total+:79, total-:260 @threshold:0.265, sens:0.545, spec:0.820, ppv:0.370, acc:0.776, f1:0.441, mcc:0.007, total+:81, total-:258 @threshold:0.264, sens:0.545, spec:0.817, ppv:0.366, acc:0.773, f1:0.438, mcc:0.007, total+:82, total-:257 @threshold:0.254, sens:0.564, spec:0.817, ppv:0.373, acc:0.776, f1:0.449, mcc:0.007, total+:83, total-:256 @threshold:0.247, sens:0.564, spec:0.813, ppv:0.369, acc:0.773, f1:0.446, mcc:0.007, total+:84, total-:255 @threshold:0.232, sens:0.582, spec:0.810, ppv:0.372, acc:0.773, f1:0.454, mcc:0.007, total+:86, total-:253 @threshold:0.231, sens:0.582, spec:0.806, ppv:0.368, acc:0.770, f1:0.451, mcc:0.007, total+:87, total-:252 @threshold:0.216, sens:0.582, spec:0.796, ppv:0.356, acc:0.761, f1:0.441, mcc:0.006, total+:90, total-:249 @threshold:0.193, sens:0.582, spec:0.792, ppv:0.352, acc:0.758, f1:0.438, mcc:0.006, total+:91, total-:248 @threshold:0.175, sens:0.582, spec:0.785, ppv:0.344, acc:0.752, f1:0.432, mcc:0.006, total+:93, total-:246 @threshold:0.174, sens:0.582, spec:0.782, ppv:0.340, acc:0.749, f1:0.430, mcc:0.006, total+:94, total-:245 @threshold:0.151, sens:0.600, spec:0.771, ppv:0.337, acc:0.743, f1:0.431, mcc:0.006, total+:98, total-:241 @threshold:0.148, sens:0.600, spec:0.768, ppv:0.333, acc:0.740, f1:0.429, mcc:0.005, total+:99, total-:240 @threshold:0.132, sens:0.600, spec:0.757, ppv:0.324, acc:0.732, f1:0.420, mcc:0.005, total+:102, total-:237 @threshold:0.128, sens:0.600, spec:0.754, ppv:0.320, acc:0.729, f1:0.418, mcc:0.005, total+:103, total-:236 @threshold:0.097, sens:0.618, spec:0.725, ppv:0.304, acc:0.708, f1:0.407, mcc:0.004, total+:112, total-:227 @threshold:0.095, sens:0.618, spec:0.722, ppv:0.301, acc:0.705, f1:0.405, mcc:0.004, total+:113, total-:226 @threshold:0.078, sens:0.618, spec:0.704, ppv:0.288, acc:0.690, f1:0.393, mcc:0.004, total+:118, total-:221 @threshold:0.072, sens:0.636, spec:0.701, ppv:0.292, acc:0.690, f1:0.400, mcc:0.004, total+:120, total-:219 @threshold:0.008, sens:0.655, spec:0.658, ppv:0.271, acc:0.658, f1:0.383, mcc:0.003, total+:133, total-:206 @threshold:0.006, sens:0.655, spec:0.655, ppv:0.269, acc:0.655, f1:0.381, mcc:0.003, total+:134, total-:205 @threshold:-0.036, sens:0.873, spec:0.405, ppv:0.221, acc:0.481, f1:0.353, mcc:0.002, total+:217, total-:122 @threshold:-0.039, sens:0.873, spec:0.401, ppv:0.220, acc:0.478, f1:0.352, mcc:0.002, total+:218, total-:121 @threshold:-0.048, sens:0.891, spec:0.401, ppv:0.224, acc:0.481, f1:0.358, mcc:0.002, total+:219, total-:120 @threshold:-0.048, sens:0.891, spec:0.394, ppv:0.222, acc:0.475, f1:0.355, mcc:0.002, total+:221, total-:118 @threshold:-0.051, sens:0.909, spec:0.391, ppv:0.224, acc:0.475, f1:0.360, mcc:0.002, total+:223, total-:116 @threshold:-0.056, sens:0.909, spec:0.387, ppv:0.223, acc:0.472, f1:0.358, mcc:0.002, total+:224, total-:115 @threshold:-0.079, sens:0.927, spec:0.370, ppv:0.222, acc:0.460, f1:0.358, mcc:0.002, total+:230, total-:109 @threshold:-0.082, sens:0.927, spec:0.366, ppv:0.221, acc:0.457, f1:0.357, mcc:0.002, total+:231, total-:108 @threshold:-0.093, sens:0.945, spec:0.359, ppv:0.222, acc:0.454, f1:0.360, mcc:0.002, total+:234, total-:105 @threshold:-0.110, sens:0.945, spec:0.356, ppv:0.221, acc:0.451, f1:0.359, mcc:0.002, total+:235, total-:104 @threshold:-0.124, sens:0.945, spec:0.338, ppv:0.217, acc:0.437, f1:0.353, mcc:0.002, total+:240, total-:99 @threshold:-0.127, sens:0.945, spec:0.335, ppv:0.216, acc:0.434, f1:0.351, mcc:0.002, total+:241, total-:98 @threshold:-0.180, sens:0.964, spec:0.310, ppv:0.213, acc:0.416, f1:0.349, mcc:0.002, total+:249, total-:90 @threshold:-0.184, sens:0.964, spec:0.306, ppv:0.212, acc:0.413, f1:0.348, mcc:0.002, total+:250, total-:89 @threshold:-0.205, sens:0.964, spec:0.285, ppv:0.207, acc:0.395, f1:0.341, mcc:0.002, total+:256, total-:83 @threshold:-0.220, sens:0.964, spec:0.282, ppv:0.206, acc:0.392, f1:0.340, mcc:0.002, total+:257, total-:82 @threshold:-0.243, sens:0.982, spec:0.271, ppv:0.207, acc:0.386, f1:0.342, mcc:0.002, total+:261, total-:78 @threshold:-0.254, sens:0.982, spec:0.268, ppv:0.206, acc:0.383, f1:0.341, mcc:0.002, total+:262, total-:77 @threshold:-0.323, sens:1.000, spec:0.218, ppv:0.199, acc:0.345, f1:0.331, mcc:0.002, total+:277, total-:62 @threshold:-0.326, sens:1.000, spec:0.215, ppv:0.198, acc:0.342, f1:0.330, mcc:0.002, total+:278, total-:61 @threshold:-0.336, sens:1.000, spec:0.208, ppv:0.196, acc:0.336, f1:0.328, mcc:0.002, total+:280, total-:59 @threshold:-0.342, sens:1.000, spec:0.204, ppv:0.196, acc:0.333, f1:0.327, mcc:0.002, total+:281, total-:58 @threshold:-0.471, sens:1.000, spec:0.155, ppv:0.186, acc:0.292, f1:0.314, mcc:0.002, total+:295, total-:44 @threshold:-0.478, sens:1.000, spec:0.151, ppv:0.186, acc:0.289, f1:0.313, mcc:0.002, total+:296, total-:43 @threshold:-1.327, sens:1.000, spec:0.004, ppv:0.163, acc:0.165, f1:0.280, mcc:0.001, total+:338, total-:1 * Vital: Wt for Length ZScore-avg19to24 | coef 0.521 95% CI: [0.510 , 0.532] | OR_adj 1.684 [1.666 1.703] | occ: 1347 | OR_unadj: 3.737 [2.826 4.943] | indivs AUC:0.763 Correlated most with: Vital : 0.521310699339 Time to run analysis 0:00:35.395098 Total Time elapsed 14:21:08.732283 ----------------------------------------------------- girls no_min wfl_19_24 randomforest regression Running batch 1 of 7 with 16 nodes Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.567, R^2 test: 0.069 Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.453, R^2 test: 0.135 Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.349, R^2 test: 0.176 Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.319, R^2 test: 0.194 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.779, Explained Variance Score Train: 0.319 AUC Validation: 0.834, Explained Variance Score Validation: 0.194 AUC Test: 0.716, Explained Variance Score Test: 0.234 Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.612, R^2 test: 0.244 Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.489, R^2 test: 0.262 Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.378, R^2 test: 0.281 Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.353, R^2 test: 0.293 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.797, Explained Variance Score Train: 0.353 AUC Validation: 0.814, Explained Variance Score Validation: 0.309 AUC Test: 0.759, Explained Variance Score Test: 0.255 Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.604, R^2 test: -0.103 Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.452, R^2 test: 0.116 Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.326, R^2 test: 0.240 Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.303, R^2 test: 0.265 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.788, Explained Variance Score Train: 0.303 AUC Validation: 0.790, Explained Variance Score Validation: 0.277 AUC Test: 0.757, Explained Variance Score Test: 0.269 Bootstrap CV 12, alpha = (3000, 2, 1), R^2 train: 0.641, R^2 test: 0.042 Bootstrap CV 12, alpha = (3000, 2, 2), R^2 train: 0.506, R^2 test: 0.185 Bootstrap CV 12, alpha = (3000, 2, 5), R^2 train: 0.370, R^2 test: 0.267 Bootstrap CV 12, alpha = (3000, 2, 7), R^2 train: 0.333, R^2 test: 0.274 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.796, Explained Variance Score Train: 0.333 AUC Validation: 0.831, Explained Variance Score Validation: 0.274 AUC Test: 0.747, Explained Variance Score Test: 0.223 Bootstrap CV 10, alpha = (3000, 2, 1), R^2 train: 0.636, R^2 test: -0.086 Bootstrap CV 10, alpha = (3000, 2, 2), R^2 train: 0.514, R^2 test: 0.088 Bootstrap CV 10, alpha = (3000, 2, 5), R^2 train: 0.377, R^2 test: 0.197 Bootstrap CV 10, alpha = (3000, 2, 7), R^2 train: 0.348, R^2 test: 0.200 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.815, Explained Variance Score Train: 0.348 AUC Validation: 0.728, Explained Variance Score Validation: 0.200 AUC Test: 0.771, Explained Variance Score Test: 0.275 Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.757, R^2 test: 0.000 Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.649, R^2 test: 0.152 Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.563, R^2 test: 0.237 Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.525, R^2 test: 0.258 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.885, Explained Variance Score Train: 0.525 AUC Validation: 0.830, Explained Variance Score Validation: 0.268 AUC Test: 0.761, Explained Variance Score Test: 0.248 Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.642, R^2 test: -0.028 Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.463, R^2 test: 0.127 Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.293, R^2 test: 0.217 Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.262, R^2 test: 0.229 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.812, Explained Variance Score Train: 0.262 AUC Validation: 0.784, Explained Variance Score Validation: 0.231 AUC Test: 0.753, Explained Variance Score Test: 0.227 Bootstrap CV 15, alpha = (3000, 2, 1), R^2 train: 0.637, R^2 test: 0.068 Bootstrap CV 15, alpha = (3000, 2, 2), R^2 train: 0.473, R^2 test: 0.156 Bootstrap CV 15, alpha = (3000, 2, 5), R^2 train: 0.314, R^2 test: 0.261 Bootstrap CV 15, alpha = (3000, 2, 7), R^2 train: 0.278, R^2 test: 0.264 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.801, Explained Variance Score Train: 0.314 AUC Validation: 0.794, Explained Variance Score Validation: 0.293 AUC Test: 0.734, Explained Variance Score Test: 0.240 Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.574, R^2 test: 0.258 Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.439, R^2 test: 0.377 Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.346, R^2 test: 0.441 Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.323, R^2 test: 0.446 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.813, Explained Variance Score Train: 0.323 AUC Validation: 0.818, Explained Variance Score Validation: 0.448 AUC Test: 0.739, Explained Variance Score Test: 0.229 Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.745, R^2 test: 0.191 Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.589, R^2 test: 0.214 Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.468, R^2 test: 0.195 Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.436, R^2 test: 0.202 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.765, Explained Variance Score Train: 0.436 AUC Validation: 0.624, Explained Variance Score Validation: 0.202 AUC Test: 0.757, Explained Variance Score Test: 0.255 Bootstrap CV 11, alpha = (3000, 2, 1), R^2 train: 0.556, R^2 test: 0.303 Bootstrap CV 11, alpha = (3000, 2, 2), R^2 train: 0.456, R^2 test: 0.304 Bootstrap CV 11, alpha = (3000, 2, 5), R^2 train: 0.369, R^2 test: 0.328 Bootstrap CV 11, alpha = (3000, 2, 7), R^2 train: 0.331, R^2 test: 0.322 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.837, Explained Variance Score Train: 0.331 AUC Validation: 0.771, Explained Variance Score Validation: 0.347 AUC Test: 0.753, Explained Variance Score Test: 0.261 Bootstrap CV 13, alpha = (3000, 2, 1), R^2 train: 0.598, R^2 test: -0.068 Bootstrap CV 13, alpha = (3000, 2, 2), R^2 train: 0.453, R^2 test: -0.004 Bootstrap CV 13, alpha = (3000, 2, 5), R^2 train: 0.337, R^2 test: 0.062 Bootstrap CV 13, alpha = (3000, 2, 7), R^2 train: 0.316, R^2 test: 0.091 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.870, Explained Variance Score Train: 0.316 AUC Validation: 0.733, Explained Variance Score Validation: 0.096 AUC Test: 0.745, Explained Variance Score Test: 0.212 Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.711, R^2 test: -0.220 Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.568, R^2 test: -0.027 Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.368, R^2 test: 0.106 Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.325, R^2 test: 0.125 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.788, Explained Variance Score Train: 0.325 AUC Validation: 0.594, Explained Variance Score Validation: 0.125 AUC Test: 0.752, Explained Variance Score Test: 0.257 Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.605, R^2 test: 0.264 Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.447, R^2 test: 0.271 Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.314, R^2 test: 0.285 Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.288, R^2 test: 0.270 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.788, Explained Variance Score Train: 0.288 AUC Validation: 0.770, Explained Variance Score Validation: 0.272 AUC Test: 0.747, Explained Variance Score Test: 0.252 Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.655, R^2 test: -0.116 Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.437, R^2 test: 0.017 Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.266, R^2 test: 0.096 Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.240, R^2 test: 0.106 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.729, Explained Variance Score Train: 0.240 AUC Validation: 0.687, Explained Variance Score Validation: 0.123 AUC Test: 0.737, Explained Variance Score Test: 0.191 Bootstrap CV 14, alpha = (3000, 2, 1), R^2 train: 0.502, R^2 test: -0.026 Bootstrap CV 14, alpha = (3000, 2, 2), R^2 train: 0.386, R^2 test: 0.128 Bootstrap CV 14, alpha = (3000, 2, 5), R^2 train: 0.257, R^2 test: 0.239 Bootstrap CV 14, alpha = (3000, 2, 7), R^2 train: 0.229, R^2 test: 0.241 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.791, Explained Variance Score Train: 0.229 AUC Validation: 0.791, Explained Variance Score Validation: 0.262 AUC Test: 0.748, Explained Variance Score Test: 0.212 Running batch 2 of 7 with 16 nodes Bootstrap CV 26, alpha = (3000, 2, 1), R^2 train: 0.550, R^2 test: 0.038 Bootstrap CV 26, alpha = (3000, 2, 2), R^2 train: 0.380, R^2 test: 0.094 Bootstrap CV 26, alpha = (3000, 2, 5), R^2 train: 0.271, R^2 test: 0.139 Bootstrap CV 26, alpha = (3000, 2, 7), R^2 train: 0.243, R^2 test: 0.149 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.755, Explained Variance Score Train: 0.243 AUC Validation: 0.675, Explained Variance Score Validation: 0.153 AUC Test: 0.760, Explained Variance Score Test: 0.244 Bootstrap CV 29, alpha = (3000, 2, 1), R^2 train: 0.671, R^2 test: -0.044 Bootstrap CV 29, alpha = (3000, 2, 2), R^2 train: 0.501, R^2 test: 0.052 Bootstrap CV 29, alpha = (3000, 2, 5), R^2 train: 0.355, R^2 test: 0.086 Bootstrap CV 29, alpha = (3000, 2, 7), R^2 train: 0.329, R^2 test: 0.096 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.794, Explained Variance Score Train: 0.330 AUC Validation: 0.749, Explained Variance Score Validation: 0.128 AUC Test: 0.760, Explained Variance Score Test: 0.238 Bootstrap CV 20, alpha = (3000, 2, 1), R^2 train: 0.666, R^2 test: 0.084 Bootstrap CV 20, alpha = (3000, 2, 2), R^2 train: 0.483, R^2 test: 0.099 Bootstrap CV 20, alpha = (3000, 2, 5), R^2 train: 0.327, R^2 test: 0.173 Bootstrap CV 20, alpha = (3000, 2, 7), R^2 train: 0.282, R^2 test: 0.182 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.740, Explained Variance Score Train: 0.282 AUC Validation: 0.603, Explained Variance Score Validation: 0.183 AUC Test: 0.729, Explained Variance Score Test: 0.251 Bootstrap CV 21, alpha = (3000, 2, 1), R^2 train: 0.665, R^2 test: -0.187 Bootstrap CV 21, alpha = (3000, 2, 2), R^2 train: 0.503, R^2 test: 0.024 Bootstrap CV 21, alpha = (3000, 2, 5), R^2 train: 0.336, R^2 test: 0.195 Bootstrap CV 21, alpha = (3000, 2, 7), R^2 train: 0.314, R^2 test: 0.196 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.786, Explained Variance Score Train: 0.314 AUC Validation: 0.745, Explained Variance Score Validation: 0.196 AUC Test: 0.757, Explained Variance Score Test: 0.234 Bootstrap CV 27, alpha = (3000, 2, 1), R^2 train: 0.721, R^2 test: -0.115 Bootstrap CV 27, alpha = (3000, 2, 2), R^2 train: 0.562, R^2 test: -0.060 Bootstrap CV 27, alpha = (3000, 2, 5), R^2 train: 0.427, R^2 test: 0.029 Bootstrap CV 27, alpha = (3000, 2, 7), R^2 train: 0.388, R^2 test: 0.047 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.805, Explained Variance Score Train: 0.388 AUC Validation: 0.768, Explained Variance Score Validation: 0.118 AUC Test: 0.731, Explained Variance Score Test: 0.227 Bootstrap CV 17, alpha = (3000, 2, 1), R^2 train: 0.647, R^2 test: 0.052 Bootstrap CV 17, alpha = (3000, 2, 2), R^2 train: 0.464, R^2 test: 0.112 Bootstrap CV 17, alpha = (3000, 2, 5), R^2 train: 0.299, R^2 test: 0.167 Bootstrap CV 17, alpha = (3000, 2, 7), R^2 train: 0.271, R^2 test: 0.177 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.806, Explained Variance Score Train: 0.271 AUC Validation: 0.706, Explained Variance Score Validation: 0.177 AUC Test: 0.763, Explained Variance Score Test: 0.231 Bootstrap CV 23, alpha = (3000, 2, 1), R^2 train: 0.647, R^2 test: -0.186 Bootstrap CV 23, alpha = (3000, 2, 2), R^2 train: 0.498, R^2 test: -0.149 Bootstrap CV 23, alpha = (3000, 2, 5), R^2 train: 0.321, R^2 test: -0.070 Bootstrap CV 23, alpha = (3000, 2, 7), R^2 train: 0.291, R^2 test: -0.040 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.762, Explained Variance Score Train: 0.291 AUC Validation: 0.811, Explained Variance Score Validation: 0.064 AUC Test: 0.719, Explained Variance Score Test: 0.206 Bootstrap CV 24, alpha = (3000, 2, 1), R^2 train: 0.698, R^2 test: 0.141 Bootstrap CV 24, alpha = (3000, 2, 2), R^2 train: 0.525, R^2 test: 0.210 Bootstrap CV 24, alpha = (3000, 2, 5), R^2 train: 0.403, R^2 test: 0.248 Bootstrap CV 24, alpha = (3000, 2, 7), R^2 train: 0.373, R^2 test: 0.236 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.821, Explained Variance Score Train: 0.373 AUC Validation: 0.682, Explained Variance Score Validation: 0.238 AUC Test: 0.723, Explained Variance Score Test: 0.226 Bootstrap CV 19, alpha = (3000, 2, 1), R^2 train: 0.670, R^2 test: -0.736 Bootstrap CV 19, alpha = (3000, 2, 2), R^2 train: 0.422, R^2 test: -0.111 Bootstrap CV 19, alpha = (3000, 2, 5), R^2 train: 0.205, R^2 test: 0.188 Bootstrap CV 19, alpha = (3000, 2, 7), R^2 train: 0.164, R^2 test: 0.225 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.730, Explained Variance Score Train: 0.164 AUC Validation: 0.779, Explained Variance Score Validation: 0.226 AUC Test: 0.705, Explained Variance Score Test: 0.161 Bootstrap CV 30, alpha = (3000, 2, 1), R^2 train: 0.554, R^2 test: -0.080 Bootstrap CV 30, alpha = (3000, 2, 2), R^2 train: 0.395, R^2 test: 0.036 Bootstrap CV 30, alpha = (3000, 2, 5), R^2 train: 0.282, R^2 test: 0.078 Bootstrap CV 30, alpha = (3000, 2, 7), R^2 train: 0.249, R^2 test: 0.066 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.780, Explained Variance Score Train: 0.249 AUC Validation: 0.684, Explained Variance Score Validation: 0.113 AUC Test: 0.726, Explained Variance Score Test: 0.208 Bootstrap CV 16, alpha = (3000, 2, 1), R^2 train: 0.497, R^2 test: 0.011 Bootstrap CV 16, alpha = (3000, 2, 2), R^2 train: 0.392, R^2 test: 0.123 Bootstrap CV 16, alpha = (3000, 2, 5), R^2 train: 0.288, R^2 test: 0.115 Bootstrap CV 16, alpha = (3000, 2, 7), R^2 train: 0.252, R^2 test: 0.088 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.745, Explained Variance Score Train: 0.288 AUC Validation: 0.674, Explained Variance Score Validation: 0.116 AUC Test: 0.717, Explained Variance Score Test: 0.192 Bootstrap CV 22, alpha = (3000, 2, 1), R^2 train: 0.612, R^2 test: -0.255 Bootstrap CV 22, alpha = (3000, 2, 2), R^2 train: 0.507, R^2 test: 0.029 Bootstrap CV 22, alpha = (3000, 2, 5), R^2 train: 0.354, R^2 test: 0.171 Bootstrap CV 22, alpha = (3000, 2, 7), R^2 train: 0.322, R^2 test: 0.205 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.798, Explained Variance Score Train: 0.322 AUC Validation: 0.828, Explained Variance Score Validation: 0.247 AUC Test: 0.725, Explained Variance Score Test: 0.219 Bootstrap CV 25, alpha = (3000, 2, 1), R^2 train: 0.645, R^2 test: 0.037 Bootstrap CV 25, alpha = (3000, 2, 2), R^2 train: 0.506, R^2 test: 0.074 Bootstrap CV 25, alpha = (3000, 2, 5), R^2 train: 0.418, R^2 test: 0.131 Bootstrap CV 25, alpha = (3000, 2, 7), R^2 train: 0.387, R^2 test: 0.127 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.794, Explained Variance Score Train: 0.387 AUC Validation: 0.673, Explained Variance Score Validation: 0.127 AUC Test: 0.731, Explained Variance Score Test: 0.229 Bootstrap CV 18, alpha = (3000, 2, 1), R^2 train: 0.667, R^2 test: -0.013 Bootstrap CV 18, alpha = (3000, 2, 2), R^2 train: 0.523, R^2 test: 0.091 Bootstrap CV 18, alpha = (3000, 2, 5), R^2 train: 0.368, R^2 test: 0.092 Bootstrap CV 18, alpha = (3000, 2, 7), R^2 train: 0.345, R^2 test: 0.091 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.792, Explained Variance Score Train: 0.345 AUC Validation: 0.683, Explained Variance Score Validation: 0.098 AUC Test: 0.731, Explained Variance Score Test: 0.250 Bootstrap CV 31, alpha = (3000, 2, 1), R^2 train: 0.526, R^2 test: 0.087 Bootstrap CV 31, alpha = (3000, 2, 2), R^2 train: 0.406, R^2 test: 0.186 Bootstrap CV 31, alpha = (3000, 2, 5), R^2 train: 0.304, R^2 test: 0.215 Bootstrap CV 31, alpha = (3000, 2, 7), R^2 train: 0.283, R^2 test: 0.234 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.816, Explained Variance Score Train: 0.283 AUC Validation: 0.795, Explained Variance Score Validation: 0.264 AUC Test: 0.714, Explained Variance Score Test: 0.144 Bootstrap CV 28, alpha = (3000, 2, 1), R^2 train: 0.565, R^2 test: -0.313 Bootstrap CV 28, alpha = (3000, 2, 2), R^2 train: 0.408, R^2 test: -0.101 Bootstrap CV 28, alpha = (3000, 2, 5), R^2 train: 0.272, R^2 test: 0.061 Bootstrap CV 28, alpha = (3000, 2, 7), R^2 train: 0.245, R^2 test: 0.089 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.727, Explained Variance Score Train: 0.245 AUC Validation: 0.688, Explained Variance Score Validation: 0.089 AUC Test: 0.749, Explained Variance Score Test: 0.198 Running batch 3 of 7 with 16 nodes Bootstrap CV 40, alpha = (3000, 2, 1), R^2 train: 0.642, R^2 test: -0.089 Bootstrap CV 40, alpha = (3000, 2, 2), R^2 train: 0.528, R^2 test: 0.081 Bootstrap CV 40, alpha = (3000, 2, 5), R^2 train: 0.430, R^2 test: 0.203 Bootstrap CV 40, alpha = (3000, 2, 7), R^2 train: 0.387, R^2 test: 0.252 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.821, Explained Variance Score Train: 0.387 AUC Validation: 0.720, Explained Variance Score Validation: 0.265 AUC Test: 0.736, Explained Variance Score Test: 0.203 Bootstrap CV 38, alpha = (3000, 2, 1), R^2 train: 0.574, R^2 test: 0.012 Bootstrap CV 38, alpha = (3000, 2, 2), R^2 train: 0.450, R^2 test: 0.191 Bootstrap CV 38, alpha = (3000, 2, 5), R^2 train: 0.353, R^2 test: 0.263 Bootstrap CV 38, alpha = (3000, 2, 7), R^2 train: 0.326, R^2 test: 0.250 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.830, Explained Variance Score Train: 0.326 AUC Validation: 0.750, Explained Variance Score Validation: 0.256 AUC Test: 0.765, Explained Variance Score Test: 0.276 Bootstrap CV 45, alpha = (3000, 2, 1), R^2 train: 0.547, R^2 test: -0.350 Bootstrap CV 45, alpha = (3000, 2, 2), R^2 train: 0.418, R^2 test: 0.011 Bootstrap CV 45, alpha = (3000, 2, 5), R^2 train: 0.262, R^2 test: 0.133 Bootstrap CV 45, alpha = (3000, 2, 7), R^2 train: 0.236, R^2 test: 0.169 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.748, Explained Variance Score Train: 0.236 AUC Validation: 0.702, Explained Variance Score Validation: 0.198 AUC Test: 0.718, Explained Variance Score Test: 0.162 Bootstrap CV 44, alpha = (3000, 2, 1), R^2 train: 0.683, R^2 test: -0.192 Bootstrap CV 44, alpha = (3000, 2, 2), R^2 train: 0.537, R^2 test: 0.019 Bootstrap CV 44, alpha = (3000, 2, 5), R^2 train: 0.328, R^2 test: 0.273 Bootstrap CV 44, alpha = (3000, 2, 7), R^2 train: 0.288, R^2 test: 0.318 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.747, Explained Variance Score Train: 0.288 AUC Validation: 0.862, Explained Variance Score Validation: 0.374 AUC Test: 0.770, Explained Variance Score Test: 0.246 Bootstrap CV 34, alpha = (3000, 2, 1), R^2 train: 0.734, R^2 test: -0.330 Bootstrap CV 34, alpha = (3000, 2, 2), R^2 train: 0.511, R^2 test: -0.002 Bootstrap CV 34, alpha = (3000, 2, 5), R^2 train: 0.371, R^2 test: 0.074 Bootstrap CV 34, alpha = (3000, 2, 7), R^2 train: 0.347, R^2 test: 0.087 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.806, Explained Variance Score Train: 0.347 AUC Validation: 0.640, Explained Variance Score Validation: 0.088 AUC Test: 0.757, Explained Variance Score Test: 0.246 Bootstrap CV 37, alpha = (3000, 2, 1), R^2 train: 0.629, R^2 test: -0.212 Bootstrap CV 37, alpha = (3000, 2, 2), R^2 train: 0.502, R^2 test: -0.069 Bootstrap CV 37, alpha = (3000, 2, 5), R^2 train: 0.311, R^2 test: 0.051 Bootstrap CV 37, alpha = (3000, 2, 7), R^2 train: 0.249, R^2 test: 0.143 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.690, Explained Variance Score Train: 0.249 AUC Validation: 0.763, Explained Variance Score Validation: 0.185 AUC Test: 0.740, Explained Variance Score Test: 0.241 Bootstrap CV 46, alpha = (3000, 2, 1), R^2 train: 0.660, R^2 test: 0.075 Bootstrap CV 46, alpha = (3000, 2, 2), R^2 train: 0.499, R^2 test: 0.165 Bootstrap CV 46, alpha = (3000, 2, 5), R^2 train: 0.350, R^2 test: 0.222 Bootstrap CV 46, alpha = (3000, 2, 7), R^2 train: 0.309, R^2 test: 0.221 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.856, Explained Variance Score Train: 0.350 AUC Validation: 0.678, Explained Variance Score Validation: 0.233 AUC Test: 0.746, Explained Variance Score Test: 0.237 Bootstrap CV 42, alpha = (3000, 2, 1), R^2 train: 0.501, R^2 test: 0.061 Bootstrap CV 42, alpha = (3000, 2, 2), R^2 train: 0.395, R^2 test: 0.175 Bootstrap CV 42, alpha = (3000, 2, 5), R^2 train: 0.254, R^2 test: 0.101 Bootstrap CV 42, alpha = (3000, 2, 7), R^2 train: 0.238, R^2 test: 0.114 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.758, Explained Variance Score Train: 0.238 AUC Validation: 0.797, Explained Variance Score Validation: 0.142 AUC Test: 0.723, Explained Variance Score Test: 0.201 Bootstrap CV 47, alpha = (3000, 2, 1), R^2 train: 0.707, R^2 test: 0.063 Bootstrap CV 47, alpha = (3000, 2, 2), R^2 train: 0.498, R^2 test: 0.166 Bootstrap CV 47, alpha = (3000, 2, 5), R^2 train: 0.325, R^2 test: 0.204 Bootstrap CV 47, alpha = (3000, 2, 7), R^2 train: 0.300, R^2 test: 0.214 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.707, Explained Variance Score Train: 0.300 AUC Validation: 0.832, Explained Variance Score Validation: 0.215 AUC Test: 0.735, Explained Variance Score Test: 0.245 Bootstrap CV 36, alpha = (3000, 2, 1), R^2 train: 0.774, R^2 test: -0.070 Bootstrap CV 36, alpha = (3000, 2, 2), R^2 train: 0.590, R^2 test: -0.008 Bootstrap CV 36, alpha = (3000, 2, 5), R^2 train: 0.453, R^2 test: 0.096 Bootstrap CV 36, alpha = (3000, 2, 7), R^2 train: 0.399, R^2 test: 0.167 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.835, Explained Variance Score Train: 0.399 AUC Validation: 0.727, Explained Variance Score Validation: 0.172 AUC Test: 0.726, Explained Variance Score Test: 0.231 Bootstrap CV 41, alpha = (3000, 2, 1), R^2 train: 0.624, R^2 test: 0.181 Bootstrap CV 41, alpha = (3000, 2, 2), R^2 train: 0.478, R^2 test: 0.195 Bootstrap CV 41, alpha = (3000, 2, 5), R^2 train: 0.362, R^2 test: 0.194 Bootstrap CV 41, alpha = (3000, 2, 7), R^2 train: 0.340, R^2 test: 0.196 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.782, Explained Variance Score Train: 0.362 AUC Validation: 0.777, Explained Variance Score Validation: 0.195 AUC Test: 0.744, Explained Variance Score Test: 0.260 Bootstrap CV 39, alpha = (3000, 2, 1), R^2 train: 0.664, R^2 test: -0.105 Bootstrap CV 39, alpha = (3000, 2, 2), R^2 train: 0.520, R^2 test: 0.055 Bootstrap CV 39, alpha = (3000, 2, 5), R^2 train: 0.397, R^2 test: 0.089 Bootstrap CV 39, alpha = (3000, 2, 7), R^2 train: 0.375, R^2 test: 0.143 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.842, Explained Variance Score Train: 0.375 AUC Validation: 0.861, Explained Variance Score Validation: 0.174 AUC Test: 0.728, Explained Variance Score Test: 0.227 Bootstrap CV 33, alpha = (3000, 2, 1), R^2 train: 0.688, R^2 test: 0.269 Bootstrap CV 33, alpha = (3000, 2, 2), R^2 train: 0.522, R^2 test: 0.320 Bootstrap CV 33, alpha = (3000, 2, 5), R^2 train: 0.349, R^2 test: 0.295 Bootstrap CV 33, alpha = (3000, 2, 7), R^2 train: 0.319, R^2 test: 0.283 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.750, Explained Variance Score Train: 0.319 AUC Validation: 0.792, Explained Variance Score Validation: 0.283 AUC Test: 0.743, Explained Variance Score Test: 0.261 Bootstrap CV 43, alpha = (3000, 2, 1), R^2 train: 0.716, R^2 test: -0.368 Bootstrap CV 43, alpha = (3000, 2, 2), R^2 train: 0.543, R^2 test: -0.151 Bootstrap CV 43, alpha = (3000, 2, 5), R^2 train: 0.424, R^2 test: -0.147 Bootstrap CV 43, alpha = (3000, 2, 7), R^2 train: 0.391, R^2 test: -0.097 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.827, Explained Variance Score Train: 0.391 AUC Validation: 0.605, Explained Variance Score Validation: -0.083 AUC Test: 0.738, Explained Variance Score Test: 0.253 Bootstrap CV 35, alpha = (3000, 2, 1), R^2 train: 0.705, R^2 test: -0.328 Bootstrap CV 35, alpha = (3000, 2, 2), R^2 train: 0.498, R^2 test: 0.144 Bootstrap CV 35, alpha = (3000, 2, 5), R^2 train: 0.311, R^2 test: 0.327 Bootstrap CV 35, alpha = (3000, 2, 7), R^2 train: 0.273, R^2 test: 0.330 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.773, Explained Variance Score Train: 0.273 AUC Validation: 0.803, Explained Variance Score Validation: 0.338 AUC Test: 0.750, Explained Variance Score Test: 0.215 Bootstrap CV 32, alpha = (3000, 2, 1), R^2 train: 0.558, R^2 test: -0.177 Bootstrap CV 32, alpha = (3000, 2, 2), R^2 train: 0.423, R^2 test: 0.078 Bootstrap CV 32, alpha = (3000, 2, 5), R^2 train: 0.292, R^2 test: 0.142 Bootstrap CV 32, alpha = (3000, 2, 7), R^2 train: 0.269, R^2 test: 0.163 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.787, Explained Variance Score Train: 0.269 AUC Validation: 0.700, Explained Variance Score Validation: 0.164 AUC Test: 0.736, Explained Variance Score Test: 0.188 Running batch 4 of 7 with 16 nodes Bootstrap CV 61, alpha = (3000, 2, 1), R^2 train: 0.747, R^2 test: -0.068 Bootstrap CV 61, alpha = (3000, 2, 2), R^2 train: 0.574, R^2 test: 0.000 Bootstrap CV 61, alpha = (3000, 2, 5), R^2 train: 0.445, R^2 test: 0.082 Bootstrap CV 61, alpha = (3000, 2, 7), R^2 train: 0.397, R^2 test: 0.064 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.791, Explained Variance Score Train: 0.397 AUC Validation: 0.675, Explained Variance Score Validation: 0.065 AUC Test: 0.748, Explained Variance Score Test: 0.240 Bootstrap CV 54, alpha = (3000, 2, 1), R^2 train: 0.578, R^2 test: -0.310 Bootstrap CV 54, alpha = (3000, 2, 2), R^2 train: 0.479, R^2 test: -0.055 Bootstrap CV 54, alpha = (3000, 2, 5), R^2 train: 0.346, R^2 test: 0.124 Bootstrap CV 54, alpha = (3000, 2, 7), R^2 train: 0.309, R^2 test: 0.140 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.839, Explained Variance Score Train: 0.309 AUC Validation: 0.661, Explained Variance Score Validation: 0.143 AUC Test: 0.743, Explained Variance Score Test: 0.261 Bootstrap CV 49, alpha = (3000, 2, 1), R^2 train: 0.691, R^2 test: -0.209 Bootstrap CV 49, alpha = (3000, 2, 2), R^2 train: 0.520, R^2 test: -0.062 Bootstrap CV 49, alpha = (3000, 2, 5), R^2 train: 0.427, R^2 test: 0.037 Bootstrap CV 49, alpha = (3000, 2, 7), R^2 train: 0.401, R^2 test: 0.079 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.805, Explained Variance Score Train: 0.401 AUC Validation: 0.636, Explained Variance Score Validation: 0.080 AUC Test: 0.740, Explained Variance Score Test: 0.237 Bootstrap CV 50, alpha = (3000, 2, 1), R^2 train: 0.537, R^2 test: 0.173 Bootstrap CV 50, alpha = (3000, 2, 2), R^2 train: 0.390, R^2 test: 0.179 Bootstrap CV 50, alpha = (3000, 2, 5), R^2 train: 0.297, R^2 test: 0.152 Bootstrap CV 50, alpha = (3000, 2, 7), R^2 train: 0.271, R^2 test: 0.148 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.766, Explained Variance Score Train: 0.271 AUC Validation: 0.752, Explained Variance Score Validation: 0.148 AUC Test: 0.734, Explained Variance Score Test: 0.184 Bootstrap CV 60, alpha = (3000, 2, 1), R^2 train: 0.630, R^2 test: -0.064 Bootstrap CV 60, alpha = (3000, 2, 2), R^2 train: 0.459, R^2 test: 0.037 Bootstrap CV 60, alpha = (3000, 2, 5), R^2 train: 0.336, R^2 test: 0.074 Bootstrap CV 60, alpha = (3000, 2, 7), R^2 train: 0.318, R^2 test: 0.075 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.783, Explained Variance Score Train: 0.318 AUC Validation: 0.736, Explained Variance Score Validation: 0.099 AUC Test: 0.764, Explained Variance Score Test: 0.259 Bootstrap CV 51, alpha = (3000, 2, 1), R^2 train: 0.624, R^2 test: 0.056 Bootstrap CV 51, alpha = (3000, 2, 2), R^2 train: 0.471, R^2 test: 0.151 Bootstrap CV 51, alpha = (3000, 2, 5), R^2 train: 0.318, R^2 test: 0.210 Bootstrap CV 51, alpha = (3000, 2, 7), R^2 train: 0.284, R^2 test: 0.194 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.766, Explained Variance Score Train: 0.284 AUC Validation: 0.720, Explained Variance Score Validation: 0.194 AUC Test: 0.769, Explained Variance Score Test: 0.262 Bootstrap CV 55, alpha = (3000, 2, 1), R^2 train: 0.765, R^2 test: -0.513 Bootstrap CV 55, alpha = (3000, 2, 2), R^2 train: 0.608, R^2 test: -0.259 Bootstrap CV 55, alpha = (3000, 2, 5), R^2 train: 0.462, R^2 test: -0.156 Bootstrap CV 55, alpha = (3000, 2, 7), R^2 train: 0.437, R^2 test: -0.132 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.810, Explained Variance Score Train: 0.437 AUC Validation: 0.659, Explained Variance Score Validation: -0.128 AUC Test: 0.716, Explained Variance Score Test: 0.195 Bootstrap CV 58, alpha = (3000, 2, 1), R^2 train: 0.592, R^2 test: -0.070 Bootstrap CV 58, alpha = (3000, 2, 2), R^2 train: 0.434, R^2 test: -0.048 Bootstrap CV 58, alpha = (3000, 2, 5), R^2 train: 0.300, R^2 test: 0.132 Bootstrap CV 58, alpha = (3000, 2, 7), R^2 train: 0.275, R^2 test: 0.145 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.787, Explained Variance Score Train: 0.275 AUC Validation: 0.739, Explained Variance Score Validation: 0.165 AUC Test: 0.739, Explained Variance Score Test: 0.223 Bootstrap CV 53, alpha = (3000, 2, 1), R^2 train: 0.628, R^2 test: -0.096 Bootstrap CV 53, alpha = (3000, 2, 2), R^2 train: 0.470, R^2 test: 0.021 Bootstrap CV 53, alpha = (3000, 2, 5), R^2 train: 0.338, R^2 test: 0.099 Bootstrap CV 53, alpha = (3000, 2, 7), R^2 train: 0.292, R^2 test: 0.109 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.796, Explained Variance Score Train: 0.292 AUC Validation: 0.780, Explained Variance Score Validation: 0.125 AUC Test: 0.727, Explained Variance Score Test: 0.229 Bootstrap CV 48, alpha = (3000, 2, 1), R^2 train: 0.563, R^2 test: 0.077 Bootstrap CV 48, alpha = (3000, 2, 2), R^2 train: 0.459, R^2 test: 0.131 Bootstrap CV 48, alpha = (3000, 2, 5), R^2 train: 0.338, R^2 test: 0.123 Bootstrap CV 48, alpha = (3000, 2, 7), R^2 train: 0.301, R^2 test: 0.114 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.822, Explained Variance Score Train: 0.338 AUC Validation: 0.745, Explained Variance Score Validation: 0.124 AUC Test: 0.754, Explained Variance Score Test: 0.203 Bootstrap CV 62, alpha = (3000, 2, 1), R^2 train: 0.714, R^2 test: 0.048 Bootstrap CV 62, alpha = (3000, 2, 2), R^2 train: 0.591, R^2 test: 0.151 Bootstrap CV 62, alpha = (3000, 2, 5), R^2 train: 0.464, R^2 test: 0.192 Bootstrap CV 62, alpha = (3000, 2, 7), R^2 train: 0.435, R^2 test: 0.205 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.840, Explained Variance Score Train: 0.435 AUC Validation: 0.742, Explained Variance Score Validation: 0.205 AUC Test: 0.723, Explained Variance Score Test: 0.232 Bootstrap CV 56, alpha = (3000, 2, 1), R^2 train: 0.718, R^2 test: -0.210 Bootstrap CV 56, alpha = (3000, 2, 2), R^2 train: 0.535, R^2 test: -0.056 Bootstrap CV 56, alpha = (3000, 2, 5), R^2 train: 0.380, R^2 test: 0.064 Bootstrap CV 56, alpha = (3000, 2, 7), R^2 train: 0.347, R^2 test: 0.088 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.824, Explained Variance Score Train: 0.347 AUC Validation: 0.750, Explained Variance Score Validation: 0.152 AUC Test: 0.739, Explained Variance Score Test: 0.245 Bootstrap CV 52, alpha = (3000, 2, 1), R^2 train: 0.688, R^2 test: -0.244 Bootstrap CV 52, alpha = (3000, 2, 2), R^2 train: 0.550, R^2 test: -0.144 Bootstrap CV 52, alpha = (3000, 2, 5), R^2 train: 0.437, R^2 test: -0.053 Bootstrap CV 52, alpha = (3000, 2, 7), R^2 train: 0.399, R^2 test: -0.016 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.831, Explained Variance Score Train: 0.399 AUC Validation: 0.721, Explained Variance Score Validation: -0.016 AUC Test: 0.733, Explained Variance Score Test: 0.206 Bootstrap CV 57, alpha = (3000, 2, 1), R^2 train: 0.662, R^2 test: -0.414 Bootstrap CV 57, alpha = (3000, 2, 2), R^2 train: 0.469, R^2 test: -0.095 Bootstrap CV 57, alpha = (3000, 2, 5), R^2 train: 0.334, R^2 test: 0.044 Bootstrap CV 57, alpha = (3000, 2, 7), R^2 train: 0.303, R^2 test: 0.058 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.817, Explained Variance Score Train: 0.303 AUC Validation: 0.706, Explained Variance Score Validation: 0.058 AUC Test: 0.759, Explained Variance Score Test: 0.244 Bootstrap CV 59, alpha = (3000, 2, 1), R^2 train: 0.725, R^2 test: -0.245 Bootstrap CV 59, alpha = (3000, 2, 2), R^2 train: 0.516, R^2 test: -0.114 Bootstrap CV 59, alpha = (3000, 2, 5), R^2 train: 0.316, R^2 test: 0.001 Bootstrap CV 59, alpha = (3000, 2, 7), R^2 train: 0.285, R^2 test: 0.009 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.787, Explained Variance Score Train: 0.285 AUC Validation: 0.606, Explained Variance Score Validation: 0.049 AUC Test: 0.712, Explained Variance Score Test: 0.205 Bootstrap CV 63, alpha = (3000, 2, 1), R^2 train: 0.543, R^2 test: -0.095 Bootstrap CV 63, alpha = (3000, 2, 2), R^2 train: 0.424, R^2 test: -0.056 Bootstrap CV 63, alpha = (3000, 2, 5), R^2 train: 0.249, R^2 test: 0.078 Bootstrap CV 63, alpha = (3000, 2, 7), R^2 train: 0.208, R^2 test: 0.103 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.754, Explained Variance Score Train: 0.208 AUC Validation: 0.594, Explained Variance Score Validation: 0.108 AUC Test: 0.710, Explained Variance Score Test: 0.199 Running batch 5 of 7 with 16 nodes Bootstrap CV 79, alpha = (3000, 2, 1), R^2 train: 0.598, R^2 test: 0.048 Bootstrap CV 79, alpha = (3000, 2, 2), R^2 train: 0.457, R^2 test: 0.105 Bootstrap CV 79, alpha = (3000, 2, 5), R^2 train: 0.327, R^2 test: 0.200 Bootstrap CV 79, alpha = (3000, 2, 7), R^2 train: 0.296, R^2 test: 0.205 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.781, Explained Variance Score Train: 0.296 AUC Validation: 0.722, Explained Variance Score Validation: 0.206 AUC Test: 0.763, Explained Variance Score Test: 0.266 Bootstrap CV 67, alpha = (3000, 2, 1), R^2 train: 0.609, R^2 test: -0.530 Bootstrap CV 67, alpha = (3000, 2, 2), R^2 train: 0.460, R^2 test: -0.172 Bootstrap CV 67, alpha = (3000, 2, 5), R^2 train: 0.328, R^2 test: 0.090 Bootstrap CV 67, alpha = (3000, 2, 7), R^2 train: 0.297, R^2 test: 0.162 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.815, Explained Variance Score Train: 0.297 AUC Validation: 0.685, Explained Variance Score Validation: 0.166 AUC Test: 0.768, Explained Variance Score Test: 0.225 Bootstrap CV 78, alpha = (3000, 2, 1), R^2 train: 0.788, R^2 test: -0.695 Bootstrap CV 78, alpha = (3000, 2, 2), R^2 train: 0.533, R^2 test: -0.143 Bootstrap CV 78, alpha = (3000, 2, 5), R^2 train: 0.301, R^2 test: 0.092 Bootstrap CV 78, alpha = (3000, 2, 7), R^2 train: 0.266, R^2 test: 0.132 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.805, Explained Variance Score Train: 0.266 AUC Validation: 0.707, Explained Variance Score Validation: 0.136 AUC Test: 0.724, Explained Variance Score Test: 0.175 Bootstrap CV 73, alpha = (3000, 2, 1), R^2 train: 0.608, R^2 test: 0.120 Bootstrap CV 73, alpha = (3000, 2, 2), R^2 train: 0.459, R^2 test: 0.164 Bootstrap CV 73, alpha = (3000, 2, 5), R^2 train: 0.308, R^2 test: 0.196 Bootstrap CV 73, alpha = (3000, 2, 7), R^2 train: 0.278, R^2 test: 0.210 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.779, Explained Variance Score Train: 0.278 AUC Validation: 0.756, Explained Variance Score Validation: 0.215 AUC Test: 0.752, Explained Variance Score Test: 0.254 Bootstrap CV 64, alpha = (3000, 2, 1), R^2 train: 0.673, R^2 test: 0.023 Bootstrap CV 64, alpha = (3000, 2, 2), R^2 train: 0.509, R^2 test: 0.100 Bootstrap CV 64, alpha = (3000, 2, 5), R^2 train: 0.384, R^2 test: 0.143 Bootstrap CV 64, alpha = (3000, 2, 7), R^2 train: 0.350, R^2 test: 0.138 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.798, Explained Variance Score Train: 0.350 AUC Validation: 0.648, Explained Variance Score Validation: 0.151 AUC Test: 0.724, Explained Variance Score Test: 0.224 Bootstrap CV 74, alpha = (3000, 2, 1), R^2 train: 0.538, R^2 test: -0.109 Bootstrap CV 74, alpha = (3000, 2, 2), R^2 train: 0.433, R^2 test: -0.053 Bootstrap CV 74, alpha = (3000, 2, 5), R^2 train: 0.313, R^2 test: -0.058 Bootstrap CV 74, alpha = (3000, 2, 7), R^2 train: 0.276, R^2 test: -0.034 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.768, Explained Variance Score Train: 0.276 AUC Validation: 0.603, Explained Variance Score Validation: -0.034 AUC Test: 0.756, Explained Variance Score Test: 0.263 Bootstrap CV 77, alpha = (3000, 2, 1), R^2 train: 0.681, R^2 test: -0.066 Bootstrap CV 77, alpha = (3000, 2, 2), R^2 train: 0.507, R^2 test: 0.044 Bootstrap CV 77, alpha = (3000, 2, 5), R^2 train: 0.378, R^2 test: 0.116 Bootstrap CV 77, alpha = (3000, 2, 7), R^2 train: 0.356, R^2 test: 0.130 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.778, Explained Variance Score Train: 0.356 AUC Validation: 0.737, Explained Variance Score Validation: 0.171 AUC Test: 0.748, Explained Variance Score Test: 0.249 Bootstrap CV 72, alpha = (3000, 2, 1), R^2 train: 0.576, R^2 test: 0.195 Bootstrap CV 72, alpha = (3000, 2, 2), R^2 train: 0.457, R^2 test: 0.300 Bootstrap CV 72, alpha = (3000, 2, 5), R^2 train: 0.327, R^2 test: 0.336 Bootstrap CV 72, alpha = (3000, 2, 7), R^2 train: 0.298, R^2 test: 0.343 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.842, Explained Variance Score Train: 0.298 AUC Validation: 0.838, Explained Variance Score Validation: 0.344 AUC Test: 0.731, Explained Variance Score Test: 0.243 Bootstrap CV 66, alpha = (3000, 2, 1), R^2 train: 0.730, R^2 test: -0.766 Bootstrap CV 66, alpha = (3000, 2, 2), R^2 train: 0.566, R^2 test: -0.371 Bootstrap CV 66, alpha = (3000, 2, 5), R^2 train: 0.417, R^2 test: -0.230 Bootstrap CV 66, alpha = (3000, 2, 7), R^2 train: 0.377, R^2 test: -0.209 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.837, Explained Variance Score Train: 0.377 AUC Validation: 0.680, Explained Variance Score Validation: -0.088 AUC Test: 0.752, Explained Variance Score Test: 0.232 Bootstrap CV 70, alpha = (3000, 2, 1), R^2 train: 0.544, R^2 test: 0.006 Bootstrap CV 70, alpha = (3000, 2, 2), R^2 train: 0.427, R^2 test: 0.119 Bootstrap CV 70, alpha = (3000, 2, 5), R^2 train: 0.323, R^2 test: 0.279 Bootstrap CV 70, alpha = (3000, 2, 7), R^2 train: 0.292, R^2 test: 0.328 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.814, Explained Variance Score Train: 0.292 AUC Validation: 0.820, Explained Variance Score Validation: 0.344 AUC Test: 0.711, Explained Variance Score Test: 0.217 Bootstrap CV 68, alpha = (3000, 2, 1), R^2 train: 0.620, R^2 test: 0.205 Bootstrap CV 68, alpha = (3000, 2, 2), R^2 train: 0.469, R^2 test: 0.230 Bootstrap CV 68, alpha = (3000, 2, 5), R^2 train: 0.323, R^2 test: 0.248 Bootstrap CV 68, alpha = (3000, 2, 7), R^2 train: 0.297, R^2 test: 0.259 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.791, Explained Variance Score Train: 0.297 AUC Validation: 0.744, Explained Variance Score Validation: 0.270 AUC Test: 0.746, Explained Variance Score Test: 0.228 Bootstrap CV 65, alpha = (3000, 2, 1), R^2 train: 0.702, R^2 test: 0.013 Bootstrap CV 65, alpha = (3000, 2, 2), R^2 train: 0.532, R^2 test: 0.112 Bootstrap CV 65, alpha = (3000, 2, 5), R^2 train: 0.357, R^2 test: 0.132 Bootstrap CV 65, alpha = (3000, 2, 7), R^2 train: 0.325, R^2 test: 0.138 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.801, Explained Variance Score Train: 0.325 AUC Validation: 0.631, Explained Variance Score Validation: 0.147 AUC Test: 0.715, Explained Variance Score Test: 0.211 Bootstrap CV 75, alpha = (3000, 2, 1), R^2 train: 0.617, R^2 test: -0.026 Bootstrap CV 75, alpha = (3000, 2, 2), R^2 train: 0.460, R^2 test: 0.047 Bootstrap CV 75, alpha = (3000, 2, 5), R^2 train: 0.350, R^2 test: 0.043 Bootstrap CV 75, alpha = (3000, 2, 7), R^2 train: 0.325, R^2 test: 0.080 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.760, Explained Variance Score Train: 0.325 AUC Validation: 0.617, Explained Variance Score Validation: 0.094 AUC Test: 0.732, Explained Variance Score Test: 0.202 Bootstrap CV 71, alpha = (3000, 2, 1), R^2 train: 0.731, R^2 test: -0.155 Bootstrap CV 71, alpha = (3000, 2, 2), R^2 train: 0.558, R^2 test: -0.081 Bootstrap CV 71, alpha = (3000, 2, 5), R^2 train: 0.403, R^2 test: 0.007 Bootstrap CV 71, alpha = (3000, 2, 7), R^2 train: 0.367, R^2 test: 0.046 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.822, Explained Variance Score Train: 0.367 AUC Validation: 0.615, Explained Variance Score Validation: 0.061 AUC Test: 0.744, Explained Variance Score Test: 0.255 Bootstrap CV 69, alpha = (3000, 2, 1), R^2 train: 0.657, R^2 test: 0.136 Bootstrap CV 69, alpha = (3000, 2, 2), R^2 train: 0.469, R^2 test: 0.203 Bootstrap CV 69, alpha = (3000, 2, 5), R^2 train: 0.343, R^2 test: 0.286 Bootstrap CV 69, alpha = (3000, 2, 7), R^2 train: 0.305, R^2 test: 0.297 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.795, Explained Variance Score Train: 0.305 AUC Validation: 0.701, Explained Variance Score Validation: 0.301 AUC Test: 0.734, Explained Variance Score Test: 0.244 Bootstrap CV 76, alpha = (3000, 2, 1), R^2 train: 0.477, R^2 test: -0.103 Bootstrap CV 76, alpha = (3000, 2, 2), R^2 train: 0.362, R^2 test: 0.064 Bootstrap CV 76, alpha = (3000, 2, 5), R^2 train: 0.239, R^2 test: 0.117 Bootstrap CV 76, alpha = (3000, 2, 7), R^2 train: 0.223, R^2 test: 0.154 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.768, Explained Variance Score Train: 0.223 AUC Validation: 0.635, Explained Variance Score Validation: 0.154 AUC Test: 0.705, Explained Variance Score Test: 0.153 Running batch 6 of 7 with 16 nodes Bootstrap CV 81, alpha = (3000, 2, 1), R^2 train: 0.695, R^2 test: -0.024 Bootstrap CV 81, alpha = (3000, 2, 2), R^2 train: 0.537, R^2 test: 0.139 Bootstrap CV 81, alpha = (3000, 2, 5), R^2 train: 0.395, R^2 test: 0.219 Bootstrap CV 81, alpha = (3000, 2, 7), R^2 train: 0.374, R^2 test: 0.230 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.790, Explained Variance Score Train: 0.374 AUC Validation: 0.783, Explained Variance Score Validation: 0.231 AUC Test: 0.760, Explained Variance Score Test: 0.255 Bootstrap CV 85, alpha = (3000, 2, 1), R^2 train: 0.629, R^2 test: -0.756 Bootstrap CV 85, alpha = (3000, 2, 2), R^2 train: 0.509, R^2 test: -0.430 Bootstrap CV 85, alpha = (3000, 2, 5), R^2 train: 0.392, R^2 test: -0.183 Bootstrap CV 85, alpha = (3000, 2, 7), R^2 train: 0.366, R^2 test: -0.084 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.845, Explained Variance Score Train: 0.366 AUC Validation: 0.662, Explained Variance Score Validation: -0.083 AUC Test: 0.759, Explained Variance Score Test: 0.193 Bootstrap CV 92, alpha = (3000, 2, 1), R^2 train: 0.732, R^2 test: -0.477 Bootstrap CV 92, alpha = (3000, 2, 2), R^2 train: 0.542, R^2 test: -0.180 Bootstrap CV 92, alpha = (3000, 2, 5), R^2 train: 0.389, R^2 test: 0.013 Bootstrap CV 92, alpha = (3000, 2, 7), R^2 train: 0.355, R^2 test: 0.048 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.838, Explained Variance Score Train: 0.355 AUC Validation: 0.727, Explained Variance Score Validation: 0.055 AUC Test: 0.716, Explained Variance Score Test: 0.157 Bootstrap CV 93, alpha = (3000, 2, 1), R^2 train: 0.686, R^2 test: -0.034 Bootstrap CV 93, alpha = (3000, 2, 2), R^2 train: 0.537, R^2 test: 0.046 Bootstrap CV 93, alpha = (3000, 2, 5), R^2 train: 0.427, R^2 test: 0.083 Bootstrap CV 93, alpha = (3000, 2, 7), R^2 train: 0.381, R^2 test: 0.122 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.782, Explained Variance Score Train: 0.381 AUC Validation: 0.804, Explained Variance Score Validation: 0.129 AUC Test: 0.754, Explained Variance Score Test: 0.274 Bootstrap CV 95, alpha = (3000, 2, 1), R^2 train: 0.731, R^2 test: 0.051 Bootstrap CV 95, alpha = (3000, 2, 2), R^2 train: 0.560, R^2 test: 0.181 Bootstrap CV 95, alpha = (3000, 2, 5), R^2 train: 0.435, R^2 test: 0.238 Bootstrap CV 95, alpha = (3000, 2, 7), R^2 train: 0.410, R^2 test: 0.232 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.781, Explained Variance Score Train: 0.410 AUC Validation: 0.796, Explained Variance Score Validation: 0.260 AUC Test: 0.748, Explained Variance Score Test: 0.248 Bootstrap CV 94, alpha = (3000, 2, 1), R^2 train: 0.616, R^2 test: 0.092 Bootstrap CV 94, alpha = (3000, 2, 2), R^2 train: 0.462, R^2 test: 0.259 Bootstrap CV 94, alpha = (3000, 2, 5), R^2 train: 0.350, R^2 test: 0.300 Bootstrap CV 94, alpha = (3000, 2, 7), R^2 train: 0.306, R^2 test: 0.288 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.784, Explained Variance Score Train: 0.306 AUC Validation: 0.775, Explained Variance Score Validation: 0.290 AUC Test: 0.761, Explained Variance Score Test: 0.269 Bootstrap CV 86, alpha = (3000, 2, 1), R^2 train: 0.643, R^2 test: 0.001 Bootstrap CV 86, alpha = (3000, 2, 2), R^2 train: 0.498, R^2 test: 0.100 Bootstrap CV 86, alpha = (3000, 2, 5), R^2 train: 0.357, R^2 test: 0.146 Bootstrap CV 86, alpha = (3000, 2, 7), R^2 train: 0.332, R^2 test: 0.154 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.783, Explained Variance Score Train: 0.332 AUC Validation: 0.766, Explained Variance Score Validation: 0.192 AUC Test: 0.732, Explained Variance Score Test: 0.227 Bootstrap CV 82, alpha = (3000, 2, 1), R^2 train: 0.633, R^2 test: -0.180 Bootstrap CV 82, alpha = (3000, 2, 2), R^2 train: 0.469, R^2 test: 0.106 Bootstrap CV 82, alpha = (3000, 2, 5), R^2 train: 0.291, R^2 test: 0.202 Bootstrap CV 82, alpha = (3000, 2, 7), R^2 train: 0.254, R^2 test: 0.218 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.812, Explained Variance Score Train: 0.254 AUC Validation: 0.748, Explained Variance Score Validation: 0.219 AUC Test: 0.723, Explained Variance Score Test: 0.172 Bootstrap CV 83, alpha = (3000, 2, 1), R^2 train: 0.646, R^2 test: -0.183 Bootstrap CV 83, alpha = (3000, 2, 2), R^2 train: 0.491, R^2 test: -0.022 Bootstrap CV 83, alpha = (3000, 2, 5), R^2 train: 0.356, R^2 test: 0.064 Bootstrap CV 83, alpha = (3000, 2, 7), R^2 train: 0.311, R^2 test: 0.052 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.774, Explained Variance Score Train: 0.311 AUC Validation: 0.716, Explained Variance Score Validation: 0.077 AUC Test: 0.744, Explained Variance Score Test: 0.240 Bootstrap CV 91, alpha = (3000, 2, 1), R^2 train: 0.671, R^2 test: 0.121 Bootstrap CV 91, alpha = (3000, 2, 2), R^2 train: 0.557, R^2 test: 0.142 Bootstrap CV 91, alpha = (3000, 2, 5), R^2 train: 0.441, R^2 test: 0.144 Bootstrap CV 91, alpha = (3000, 2, 7), R^2 train: 0.405, R^2 test: 0.140 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.828, Explained Variance Score Train: 0.405 AUC Validation: 0.795, Explained Variance Score Validation: 0.142 AUC Test: 0.749, Explained Variance Score Test: 0.247 Bootstrap CV 88, alpha = (3000, 2, 1), R^2 train: 0.748, R^2 test: 0.118 Bootstrap CV 88, alpha = (3000, 2, 2), R^2 train: 0.560, R^2 test: 0.175 Bootstrap CV 88, alpha = (3000, 2, 5), R^2 train: 0.434, R^2 test: 0.184 Bootstrap CV 88, alpha = (3000, 2, 7), R^2 train: 0.409, R^2 test: 0.178 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.817, Explained Variance Score Train: 0.409 AUC Validation: 0.898, Explained Variance Score Validation: 0.187 AUC Test: 0.719, Explained Variance Score Test: 0.221 Bootstrap CV 87, alpha = (3000, 2, 1), R^2 train: 0.727, R^2 test: -0.156 Bootstrap CV 87, alpha = (3000, 2, 2), R^2 train: 0.571, R^2 test: -0.029 Bootstrap CV 87, alpha = (3000, 2, 5), R^2 train: 0.399, R^2 test: 0.069 Bootstrap CV 87, alpha = (3000, 2, 7), R^2 train: 0.366, R^2 test: 0.069 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.794, Explained Variance Score Train: 0.366 AUC Validation: 0.718, Explained Variance Score Validation: 0.069 AUC Test: 0.730, Explained Variance Score Test: 0.239 Bootstrap CV 90, alpha = (3000, 2, 1), R^2 train: 0.604, R^2 test: -0.097 Bootstrap CV 90, alpha = (3000, 2, 2), R^2 train: 0.433, R^2 test: 0.131 Bootstrap CV 90, alpha = (3000, 2, 5), R^2 train: 0.274, R^2 test: 0.172 Bootstrap CV 90, alpha = (3000, 2, 7), R^2 train: 0.242, R^2 test: 0.167 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.776, Explained Variance Score Train: 0.242 AUC Validation: 0.702, Explained Variance Score Validation: 0.167 AUC Test: 0.737, Explained Variance Score Test: 0.183 Bootstrap CV 84, alpha = (3000, 2, 1), R^2 train: 0.646, R^2 test: -0.578 Bootstrap CV 84, alpha = (3000, 2, 2), R^2 train: 0.520, R^2 test: -0.414 Bootstrap CV 84, alpha = (3000, 2, 5), R^2 train: 0.407, R^2 test: -0.269 Bootstrap CV 84, alpha = (3000, 2, 7), R^2 train: 0.383, R^2 test: -0.237 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.790, Explained Variance Score Train: 0.383 AUC Validation: 0.590, Explained Variance Score Validation: -0.228 AUC Test: 0.736, Explained Variance Score Test: 0.232 Bootstrap CV 80, alpha = (3000, 2, 1), R^2 train: 0.545, R^2 test: -0.325 Bootstrap CV 80, alpha = (3000, 2, 2), R^2 train: 0.377, R^2 test: 0.045 Bootstrap CV 80, alpha = (3000, 2, 5), R^2 train: 0.217, R^2 test: 0.180 Bootstrap CV 80, alpha = (3000, 2, 7), R^2 train: 0.185, R^2 test: 0.175 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.710, Explained Variance Score Train: 0.217 AUC Validation: 0.724, Explained Variance Score Validation: 0.180 AUC Test: 0.715, Explained Variance Score Test: 0.186 Bootstrap CV 89, alpha = (3000, 2, 1), R^2 train: 0.624, R^2 test: -0.627 Bootstrap CV 89, alpha = (3000, 2, 2), R^2 train: 0.500, R^2 test: -0.396 Bootstrap CV 89, alpha = (3000, 2, 5), R^2 train: 0.356, R^2 test: -0.382 Bootstrap CV 89, alpha = (3000, 2, 7), R^2 train: 0.331, R^2 test: -0.278 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.782, Explained Variance Score Train: 0.331 AUC Validation: 0.593, Explained Variance Score Validation: -0.127 AUC Test: 0.703, Explained Variance Score Test: 0.194 Running batch 7 of 7 with 4 nodes Bootstrap CV 96, alpha = (3000, 2, 1), R^2 train: 0.700, R^2 test: 0.113 Bootstrap CV 96, alpha = (3000, 2, 2), R^2 train: 0.550, R^2 test: 0.139 Bootstrap CV 96, alpha = (3000, 2, 5), R^2 train: 0.406, R^2 test: 0.175 Bootstrap CV 96, alpha = (3000, 2, 7), R^2 train: 0.379, R^2 test: 0.171 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.842, Explained Variance Score Train: 0.379 AUC Validation: 0.640, Explained Variance Score Validation: 0.171 AUC Test: 0.743, Explained Variance Score Test: 0.233 Bootstrap CV 99, alpha = (3000, 2, 1), R^2 train: 0.630, R^2 test: 0.028 Bootstrap CV 99, alpha = (3000, 2, 2), R^2 train: 0.481, R^2 test: 0.196 Bootstrap CV 99, alpha = (3000, 2, 5), R^2 train: 0.365, R^2 test: 0.233 Bootstrap CV 99, alpha = (3000, 2, 7), R^2 train: 0.336, R^2 test: 0.229 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.778, Explained Variance Score Train: 0.336 AUC Validation: 0.775, Explained Variance Score Validation: 0.242 AUC Test: 0.737, Explained Variance Score Test: 0.231 Bootstrap CV 98, alpha = (3000, 2, 1), R^2 train: 0.801, R^2 test: -0.268 Bootstrap CV 98, alpha = (3000, 2, 2), R^2 train: 0.655, R^2 test: -0.172 Bootstrap CV 98, alpha = (3000, 2, 5), R^2 train: 0.517, R^2 test: -0.056 Bootstrap CV 98, alpha = (3000, 2, 7), R^2 train: 0.489, R^2 test: -0.023 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.897, Explained Variance Score Train: 0.489 AUC Validation: 0.666, Explained Variance Score Validation: 0.000 AUC Test: 0.729, Explained Variance Score Test: 0.232 Bootstrap CV 97, alpha = (3000, 2, 1), R^2 train: 0.643, R^2 test: 0.230 Bootstrap CV 97, alpha = (3000, 2, 2), R^2 train: 0.479, R^2 test: 0.302 Bootstrap CV 97, alpha = (3000, 2, 5), R^2 train: 0.307, R^2 test: 0.291 Bootstrap CV 97, alpha = (3000, 2, 7), R^2 train: 0.275, R^2 test: 0.313 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.791, Explained Variance Score Train: 0.275 AUC Validation: 0.775, Explained Variance Score Validation: 0.373 AUC Test: 0.726, Explained Variance Score Test: 0.225 total Variables 1 and total subjects: 1698 ->AUC validation: 0.728 95% CI: [0.714 , 0.742] ->AUC test: 0.739 95% CI: [0.736 , 0.742] ->R^2 validation: 0.164 95% CI: [0.142 , 0.186] ->R^2 test: 0.227 95% CI: [0.221 , 0.233] ->Explained Variance validation: 0.149 95% CI: [0.125 , 0.172] ->Explained Variance test: 0.222 95% CI: [0.216 , 0.228] Test set metrics: @threshold:2.383, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:1.383, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:1.383, sens:0.236, spec:0.972, ppv:0.619, acc:0.853, f1:0.342, mcc:0.043, total+:21, total-:318 @threshold:1.337, sens:0.236, spec:0.968, ppv:0.591, acc:0.850, f1:0.338, mcc:0.037, total+:22, total-:317 @threshold:1.202, sens:0.273, spec:0.965, ppv:0.600, acc:0.853, f1:0.375, mcc:0.037, total+:25, total-:314 @threshold:1.190, sens:0.291, spec:0.965, ppv:0.615, acc:0.855, f1:0.395, mcc:0.039, total+:26, total-:313 @threshold:0.482, sens:0.309, spec:0.961, ppv:0.607, acc:0.855, f1:0.410, mcc:0.036, total+:28, total-:311 @threshold:0.482, sens:0.327, spec:0.961, ppv:0.621, acc:0.858, f1:0.429, mcc:0.038, total+:29, total-:310 @threshold:0.482, sens:0.327, spec:0.958, ppv:0.600, acc:0.855, f1:0.424, mcc:0.034, total+:30, total-:309 @threshold:0.480, sens:0.345, spec:0.958, ppv:0.613, acc:0.858, f1:0.442, mcc:0.035, total+:31, total-:308 @threshold:0.464, sens:0.382, spec:0.944, ppv:0.568, acc:0.853, f1:0.457, mcc:0.026, total+:37, total-:302 @threshold:0.464, sens:0.400, spec:0.940, ppv:0.564, acc:0.853, f1:0.468, mcc:0.025, total+:39, total-:300 @threshold:0.445, sens:0.418, spec:0.940, ppv:0.575, acc:0.855, f1:0.484, mcc:0.026, total+:40, total-:299 @threshold:0.444, sens:0.418, spec:0.933, ppv:0.548, acc:0.850, f1:0.474, mcc:0.023, total+:42, total-:297 @threshold:0.444, sens:0.436, spec:0.933, ppv:0.558, acc:0.853, f1:0.490, mcc:0.024, total+:43, total-:296 @threshold:0.426, sens:0.436, spec:0.923, ppv:0.522, acc:0.844, f1:0.475, mcc:0.019, total+:46, total-:293 @threshold:0.419, sens:0.436, spec:0.919, ppv:0.511, acc:0.841, f1:0.471, mcc:0.018, total+:47, total-:292 @threshold:0.370, sens:0.455, spec:0.908, ppv:0.490, acc:0.835, f1:0.472, mcc:0.016, total+:51, total-:288 @threshold:0.366, sens:0.455, spec:0.905, ppv:0.481, acc:0.832, f1:0.467, mcc:0.015, total+:52, total-:287 @threshold:0.354, sens:0.455, spec:0.898, ppv:0.463, acc:0.826, f1:0.459, mcc:0.014, total+:54, total-:285 @threshold:0.354, sens:0.455, spec:0.894, ppv:0.455, acc:0.823, f1:0.455, mcc:0.013, total+:55, total-:284 @threshold:0.353, sens:0.473, spec:0.894, ppv:0.464, acc:0.826, f1:0.468, mcc:0.014, total+:56, total-:283 @threshold:0.350, sens:0.473, spec:0.884, ppv:0.441, acc:0.817, f1:0.456, mcc:0.012, total+:59, total-:280 @threshold:0.344, sens:0.473, spec:0.877, ppv:0.426, acc:0.811, f1:0.448, mcc:0.011, total+:61, total-:278 @threshold:0.319, sens:0.473, spec:0.873, ppv:0.419, acc:0.808, f1:0.444, mcc:0.010, total+:62, total-:277 @threshold:0.319, sens:0.473, spec:0.859, ppv:0.394, acc:0.796, f1:0.430, mcc:0.009, total+:66, total-:273 @threshold:0.319, sens:0.473, spec:0.852, ppv:0.382, acc:0.791, f1:0.423, mcc:0.008, total+:68, total-:271 @threshold:0.318, sens:0.473, spec:0.849, ppv:0.377, acc:0.788, f1:0.419, mcc:0.008, total+:69, total-:270 @threshold:0.312, sens:0.473, spec:0.838, ppv:0.361, acc:0.779, f1:0.409, mcc:0.007, total+:72, total-:267 @threshold:0.311, sens:0.473, spec:0.835, ppv:0.356, acc:0.776, f1:0.406, mcc:0.007, total+:73, total-:266 @threshold:0.309, sens:0.491, spec:0.835, ppv:0.365, acc:0.779, f1:0.419, mcc:0.007, total+:74, total-:265 @threshold:0.294, sens:0.509, spec:0.824, ppv:0.359, acc:0.773, f1:0.421, mcc:0.007, total+:78, total-:261 @threshold:0.278, sens:0.509, spec:0.820, ppv:0.354, acc:0.770, f1:0.418, mcc:0.007, total+:79, total-:260 @threshold:0.275, sens:0.527, spec:0.820, ppv:0.362, acc:0.773, f1:0.430, mcc:0.007, total+:80, total-:259 @threshold:0.274, sens:0.527, spec:0.810, ppv:0.349, acc:0.764, f1:0.420, mcc:0.006, total+:83, total-:256 @threshold:0.270, sens:0.545, spec:0.806, ppv:0.353, acc:0.764, f1:0.429, mcc:0.006, total+:85, total-:254 @threshold:0.270, sens:0.545, spec:0.803, ppv:0.349, acc:0.761, f1:0.426, mcc:0.006, total+:86, total-:253 @threshold:0.269, sens:0.564, spec:0.799, ppv:0.352, acc:0.761, f1:0.434, mcc:0.006, total+:88, total-:251 @threshold:0.267, sens:0.564, spec:0.796, ppv:0.348, acc:0.758, f1:0.431, mcc:0.006, total+:89, total-:250 @threshold:0.262, sens:0.582, spec:0.796, ppv:0.356, acc:0.761, f1:0.441, mcc:0.006, total+:90, total-:249 @threshold:0.207, sens:0.582, spec:0.792, ppv:0.352, acc:0.758, f1:0.438, mcc:0.006, total+:91, total-:248 @threshold:0.206, sens:0.600, spec:0.782, ppv:0.347, acc:0.752, f1:0.440, mcc:0.006, total+:95, total-:244 @threshold:0.190, sens:0.618, spec:0.761, ppv:0.333, acc:0.737, f1:0.433, mcc:0.005, total+:102, total-:237 @threshold:0.189, sens:0.618, spec:0.757, ppv:0.330, acc:0.735, f1:0.430, mcc:0.005, total+:103, total-:236 @threshold:0.188, sens:0.618, spec:0.746, ppv:0.321, acc:0.726, f1:0.422, mcc:0.005, total+:106, total-:233 @threshold:0.168, sens:0.618, spec:0.743, ppv:0.318, acc:0.723, f1:0.420, mcc:0.005, total+:107, total-:232 @threshold:-0.040, sens:0.618, spec:0.732, ppv:0.309, acc:0.714, f1:0.412, mcc:0.004, total+:110, total-:229 @threshold:-0.141, sens:0.836, spec:0.504, ppv:0.246, acc:0.558, f1:0.380, mcc:0.003, total+:187, total-:152 @threshold:-0.143, sens:0.836, spec:0.496, ppv:0.243, acc:0.552, f1:0.377, mcc:0.003, total+:189, total-:150 @threshold:-0.143, sens:0.836, spec:0.493, ppv:0.242, acc:0.549, f1:0.376, mcc:0.002, total+:190, total-:149 @threshold:-0.169, sens:0.836, spec:0.482, ppv:0.238, acc:0.540, f1:0.371, mcc:0.002, total+:193, total-:146 @threshold:-0.173, sens:0.836, spec:0.472, ppv:0.235, acc:0.531, f1:0.367, mcc:0.002, total+:196, total-:143 @threshold:-0.175, sens:0.836, spec:0.465, ppv:0.232, acc:0.525, f1:0.364, mcc:0.002, total+:198, total-:141 @threshold:-0.184, sens:0.836, spec:0.461, ppv:0.231, acc:0.522, f1:0.362, mcc:0.002, total+:199, total-:140 @threshold:-0.185, sens:0.836, spec:0.454, ppv:0.229, acc:0.516, f1:0.359, mcc:0.002, total+:201, total-:138 @threshold:-0.187, sens:0.855, spec:0.451, ppv:0.232, acc:0.516, f1:0.364, mcc:0.002, total+:203, total-:136 @threshold:-0.187, sens:0.873, spec:0.451, ppv:0.235, acc:0.519, f1:0.371, mcc:0.002, total+:204, total-:135 @threshold:-0.188, sens:0.873, spec:0.444, ppv:0.233, acc:0.513, f1:0.368, mcc:0.002, total+:206, total-:133 @threshold:-0.196, sens:0.873, spec:0.440, ppv:0.232, acc:0.510, f1:0.366, mcc:0.002, total+:207, total-:132 @threshold:-0.256, sens:0.873, spec:0.430, ppv:0.229, acc:0.501, f1:0.362, mcc:0.002, total+:210, total-:129 @threshold:-0.257, sens:0.873, spec:0.426, ppv:0.227, acc:0.499, f1:0.361, mcc:0.002, total+:211, total-:128 @threshold:-0.286, sens:0.891, spec:0.415, ppv:0.228, acc:0.493, f1:0.363, mcc:0.002, total+:215, total-:124 @threshold:-0.286, sens:0.891, spec:0.412, ppv:0.227, acc:0.490, f1:0.362, mcc:0.002, total+:216, total-:123 @threshold:-0.291, sens:0.909, spec:0.408, ppv:0.229, acc:0.490, f1:0.366, mcc:0.002, total+:218, total-:121 @threshold:-0.292, sens:0.909, spec:0.405, ppv:0.228, acc:0.487, f1:0.365, mcc:0.002, total+:219, total-:120 @threshold:-0.306, sens:0.927, spec:0.373, ppv:0.223, acc:0.463, f1:0.359, mcc:0.002, total+:229, total-:110 @threshold:-0.306, sens:0.927, spec:0.366, ppv:0.221, acc:0.457, f1:0.357, mcc:0.002, total+:231, total-:108 @threshold:-0.307, sens:0.945, spec:0.366, ppv:0.224, acc:0.460, f1:0.362, mcc:0.002, total+:232, total-:107 @threshold:-0.309, sens:0.964, spec:0.356, ppv:0.225, acc:0.454, f1:0.364, mcc:0.002, total+:236, total-:103 @threshold:-0.311, sens:0.964, spec:0.345, ppv:0.222, acc:0.445, f1:0.361, mcc:0.002, total+:239, total-:100 @threshold:-0.311, sens:0.964, spec:0.338, ppv:0.220, acc:0.440, f1:0.358, mcc:0.002, total+:241, total-:98 @threshold:-0.311, sens:0.982, spec:0.338, ppv:0.223, acc:0.442, f1:0.364, mcc:0.002, total+:242, total-:97 @threshold:-0.312, sens:0.982, spec:0.335, ppv:0.222, acc:0.440, f1:0.362, mcc:0.002, total+:243, total-:96 @threshold:-0.314, sens:0.982, spec:0.320, ppv:0.219, acc:0.428, f1:0.358, mcc:0.002, total+:247, total-:92 @threshold:-0.340, sens:0.982, spec:0.317, ppv:0.218, acc:0.425, f1:0.356, mcc:0.002, total+:248, total-:91 @threshold:-0.384, sens:0.982, spec:0.306, ppv:0.215, acc:0.416, f1:0.353, mcc:0.002, total+:251, total-:88 @threshold:-0.386, sens:0.982, spec:0.303, ppv:0.214, acc:0.413, f1:0.352, mcc:0.002, total+:252, total-:87 @threshold:-0.388, sens:0.982, spec:0.292, ppv:0.212, acc:0.404, f1:0.348, mcc:0.002, total+:255, total-:84 @threshold:-0.388, sens:0.982, spec:0.289, ppv:0.211, acc:0.401, f1:0.347, mcc:0.002, total+:256, total-:83 @threshold:-0.399, sens:0.982, spec:0.278, ppv:0.208, acc:0.392, f1:0.344, mcc:0.002, total+:259, total-:80 @threshold:-0.401, sens:0.982, spec:0.268, ppv:0.206, acc:0.383, f1:0.341, mcc:0.002, total+:262, total-:77 @threshold:-0.408, sens:0.982, spec:0.261, ppv:0.205, acc:0.378, f1:0.339, mcc:0.002, total+:264, total-:75 @threshold:-0.422, sens:0.982, spec:0.243, ppv:0.201, acc:0.363, f1:0.333, mcc:0.002, total+:269, total-:70 @threshold:-0.422, sens:0.982, spec:0.239, ppv:0.200, acc:0.360, f1:0.332, mcc:0.002, total+:270, total-:69 @threshold:-0.431, sens:0.982, spec:0.215, ppv:0.195, acc:0.339, f1:0.325, mcc:0.002, total+:277, total-:62 @threshold:-0.433, sens:0.982, spec:0.211, ppv:0.194, acc:0.336, f1:0.324, mcc:0.002, total+:278, total-:61 @threshold:-0.525, sens:1.000, spec:0.194, ppv:0.194, acc:0.324, f1:0.324, mcc:0.002, total+:284, total-:55 @threshold:-0.540, sens:1.000, spec:0.190, ppv:0.193, acc:0.322, f1:0.324, mcc:0.002, total+:285, total-:54 @threshold:-0.547, sens:1.000, spec:0.183, ppv:0.192, acc:0.316, f1:0.322, mcc:0.002, total+:287, total-:52 @threshold:-0.553, sens:1.000, spec:0.180, ppv:0.191, acc:0.313, f1:0.321, mcc:0.002, total+:288, total-:51 @threshold:-0.554, sens:1.000, spec:0.173, ppv:0.190, acc:0.307, f1:0.319, mcc:0.002, total+:290, total-:49 @threshold:-0.554, sens:1.000, spec:0.162, ppv:0.188, acc:0.298, f1:0.316, mcc:0.002, total+:293, total-:46 @threshold:-0.558, sens:1.000, spec:0.155, ppv:0.186, acc:0.292, f1:0.314, mcc:0.002, total+:295, total-:44 @threshold:-0.587, sens:1.000, spec:0.141, ppv:0.184, acc:0.280, f1:0.311, mcc:0.002, total+:299, total-:40 @threshold:-0.589, sens:1.000, spec:0.137, ppv:0.183, acc:0.277, f1:0.310, mcc:0.002, total+:300, total-:39 @threshold:-0.681, sens:1.000, spec:0.116, ppv:0.180, acc:0.260, f1:0.305, mcc:0.002, total+:306, total-:33 @threshold:-0.685, sens:1.000, spec:0.106, ppv:0.178, acc:0.251, f1:0.302, mcc:0.002, total+:309, total-:30 @threshold:-0.719, sens:1.000, spec:0.088, ppv:0.175, acc:0.236, f1:0.298, mcc:0.002, total+:314, total-:25 @threshold:-0.738, sens:1.000, spec:0.085, ppv:0.175, acc:0.233, f1:0.297, mcc:0.002, total+:315, total-:24 @threshold:-0.786, sens:1.000, spec:0.074, ppv:0.173, acc:0.224, f1:0.295, mcc:0.002, total+:318, total-:21 @threshold:-0.788, sens:1.000, spec:0.070, ppv:0.172, acc:0.221, f1:0.294, mcc:0.002, total+:319, total-:20 @threshold:-0.815, sens:1.000, spec:0.063, ppv:0.171, acc:0.215, f1:0.293, mcc:0.002, total+:321, total-:18 * Vital: Wt for Length ZScore-avg19to24 | coef 1.000 95% CI: [1.000 , 1.000] | OR_adj 2.718 [2.718 2.718] | occ: 1347 | OR_unadj: 3.737 [2.826 4.943] | indivs AUC:0.763 Correlated most with: Vital : 1.0 Time to run analysis 0:06:13.610452 Total Time elapsed 14:27:22.343287 ----------------------------------------------------- girls no_min wfl_19_24 gradientboost regression Running batch 1 of 7 with 16 nodes Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.436, R^2 test: -0.189 Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.436, R^2 test: -0.189 Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.436, R^2 test: -0.189 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.774, Explained Variance Score Train: 0.442 AUC Validation: 0.744, Explained Variance Score Validation: -0.162 AUC Test: 0.744, Explained Variance Score Test: 0.206 Bootstrap CV 13, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.280, R^2 test: 0.262 Bootstrap CV 13, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.280, R^2 test: 0.262 Bootstrap CV 13, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.280, R^2 test: 0.262 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.850, Explained Variance Score Train: 0.310 AUC Validation: 0.607, Explained Variance Score Validation: 0.310 AUC Test: 0.756, Explained Variance Score Test: 0.265 Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.194, R^2 test: 0.139 Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.194, R^2 test: 0.139 Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.194, R^2 test: 0.139 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.751, Explained Variance Score Train: 0.228 AUC Validation: 0.680, Explained Variance Score Validation: 0.140 AUC Test: 0.733, Explained Variance Score Test: 0.137 Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.429, R^2 test: 0.074 Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.429, R^2 test: 0.074 Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.429, R^2 test: 0.074 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.859, Explained Variance Score Train: 0.443 AUC Validation: 0.697, Explained Variance Score Validation: 0.076 AUC Test: 0.729, Explained Variance Score Test: 0.235 Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.429, R^2 test: 0.152 Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.429, R^2 test: 0.152 Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.429, R^2 test: 0.152 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.823, Explained Variance Score Train: 0.444 AUC Validation: 0.752, Explained Variance Score Validation: 0.167 AUC Test: 0.744, Explained Variance Score Test: 0.164 Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.393, R^2 test: 0.216 Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.393, R^2 test: 0.216 Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.393, R^2 test: 0.216 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.799, Explained Variance Score Train: 0.420 AUC Validation: 0.717, Explained Variance Score Validation: 0.244 AUC Test: 0.704, Explained Variance Score Test: 0.206 Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.356, R^2 test: 0.118 Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.356, R^2 test: 0.118 Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.356, R^2 test: 0.118 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.817, Explained Variance Score Train: 0.376 AUC Validation: 0.694, Explained Variance Score Validation: 0.147 AUC Test: 0.702, Explained Variance Score Test: 0.216 Bootstrap CV 14, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.498, R^2 test: 0.106 Bootstrap CV 14, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.502, R^2 test: 0.095 Bootstrap CV 14, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.502, R^2 test: 0.095 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.837, Explained Variance Score Train: 0.517 AUC Validation: 0.745, Explained Variance Score Validation: 0.142 AUC Test: 0.755, Explained Variance Score Test: 0.261 Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.376, R^2 test: 0.093 Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.376, R^2 test: 0.093 Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.376, R^2 test: 0.093 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.820, Explained Variance Score Train: 0.395 AUC Validation: 0.696, Explained Variance Score Validation: 0.112 AUC Test: 0.734, Explained Variance Score Test: 0.144 Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.245, R^2 test: -0.036 Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.245, R^2 test: -0.036 Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.245, R^2 test: -0.036 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.808, Explained Variance Score Train: 0.281 AUC Validation: 0.612, Explained Variance Score Validation: -0.016 AUC Test: 0.719, Explained Variance Score Test: 0.046 Bootstrap CV 15, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.344, R^2 test: 0.095 Bootstrap CV 15, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.344, R^2 test: 0.095 Bootstrap CV 15, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.344, R^2 test: 0.095 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.835, Explained Variance Score Train: 0.375 AUC Validation: 0.742, Explained Variance Score Validation: 0.193 AUC Test: 0.748, Explained Variance Score Test: 0.189 Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.353, R^2 test: 0.199 Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.357, R^2 test: 0.198 Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.382, R^2 test: 0.215 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.800, Explained Variance Score Train: 0.375 AUC Validation: 0.757, Explained Variance Score Validation: 0.242 AUC Test: 0.758, Explained Variance Score Test: 0.274 Bootstrap CV 10, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.220, R^2 test: 0.191 Bootstrap CV 10, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.220, R^2 test: 0.191 Bootstrap CV 10, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.220, R^2 test: 0.191 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.757, Explained Variance Score Train: 0.265 AUC Validation: 0.847, Explained Variance Score Validation: 0.226 AUC Test: 0.747, Explained Variance Score Test: 0.204 Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.487, R^2 test: -0.013 Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.488, R^2 test: -0.014 Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.488, R^2 test: -0.014 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.841, Explained Variance Score Train: 0.502 AUC Validation: 0.689, Explained Variance Score Validation: -0.011 AUC Test: 0.722, Explained Variance Score Test: 0.090 Bootstrap CV 11, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.222, R^2 test: 0.097 Bootstrap CV 11, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.222, R^2 test: 0.097 Bootstrap CV 11, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.222, R^2 test: 0.097 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.840, Explained Variance Score Train: 0.266 AUC Validation: 0.725, Explained Variance Score Validation: 0.190 AUC Test: 0.682, Explained Variance Score Test: 0.152 Bootstrap CV 12, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.316, R^2 test: 0.224 Bootstrap CV 12, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.318, R^2 test: 0.223 Bootstrap CV 12, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.318, R^2 test: 0.223 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.794, Explained Variance Score Train: 0.343 AUC Validation: 0.727, Explained Variance Score Validation: 0.292 AUC Test: 0.750, Explained Variance Score Test: 0.218 Running batch 2 of 7 with 16 nodes Bootstrap CV 30, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.508, R^2 test: -0.052 Bootstrap CV 30, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.508, R^2 test: -0.052 Bootstrap CV 30, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.508, R^2 test: -0.052 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.830, Explained Variance Score Train: 0.517 AUC Validation: 0.578, Explained Variance Score Validation: -0.008 AUC Test: 0.704, Explained Variance Score Test: 0.144 Bootstrap CV 26, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.233, R^2 test: 0.102 Bootstrap CV 26, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.233, R^2 test: 0.102 Bootstrap CV 26, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.233, R^2 test: 0.102 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.795, Explained Variance Score Train: 0.278 AUC Validation: 0.637, Explained Variance Score Validation: 0.174 AUC Test: 0.726, Explained Variance Score Test: 0.219 Bootstrap CV 16, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.412, R^2 test: 0.022 Bootstrap CV 16, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.421, R^2 test: 0.019 Bootstrap CV 16, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.421, R^2 test: 0.019 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.809, Explained Variance Score Train: 0.434 AUC Validation: 0.690, Explained Variance Score Validation: 0.051 AUC Test: 0.723, Explained Variance Score Test: 0.208 Bootstrap CV 31, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.184, R^2 test: 0.112 Bootstrap CV 31, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.184, R^2 test: 0.112 Bootstrap CV 31, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.184, R^2 test: 0.112 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.728, Explained Variance Score Train: 0.215 AUC Validation: 0.764, Explained Variance Score Validation: 0.169 AUC Test: 0.715, Explained Variance Score Test: 0.165 Bootstrap CV 29, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.190, R^2 test: 0.151 Bootstrap CV 29, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.190, R^2 test: 0.151 Bootstrap CV 29, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.190, R^2 test: 0.151 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.748, Explained Variance Score Train: 0.234 AUC Validation: 0.655, Explained Variance Score Validation: 0.155 AUC Test: 0.638, Explained Variance Score Test: 0.056 Bootstrap CV 27, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.469, R^2 test: 0.184 Bootstrap CV 27, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.470, R^2 test: 0.183 Bootstrap CV 27, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.470, R^2 test: 0.183 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.815, Explained Variance Score Train: 0.492 AUC Validation: 0.683, Explained Variance Score Validation: 0.195 AUC Test: 0.738, Explained Variance Score Test: 0.230 Bootstrap CV 23, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.391, R^2 test: 0.264 Bootstrap CV 23, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.391, R^2 test: 0.264 Bootstrap CV 23, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.391, R^2 test: 0.264 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.816, Explained Variance Score Train: 0.415 AUC Validation: 0.724, Explained Variance Score Validation: 0.264 AUC Test: 0.728, Explained Variance Score Test: 0.150 Bootstrap CV 20, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.300, R^2 test: 0.174 Bootstrap CV 20, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.300, R^2 test: 0.174 Bootstrap CV 20, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.300, R^2 test: 0.174 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.836, Explained Variance Score Train: 0.329 AUC Validation: 0.741, Explained Variance Score Validation: 0.266 AUC Test: 0.724, Explained Variance Score Test: 0.218 Bootstrap CV 25, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.336, R^2 test: 0.168 Bootstrap CV 25, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.337, R^2 test: 0.168 Bootstrap CV 25, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.337, R^2 test: 0.168 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.787, Explained Variance Score Train: 0.378 AUC Validation: 0.857, Explained Variance Score Validation: 0.186 AUC Test: 0.736, Explained Variance Score Test: 0.171 Bootstrap CV 19, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.419, R^2 test: 0.268 Bootstrap CV 19, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.420, R^2 test: 0.265 Bootstrap CV 19, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.420, R^2 test: 0.265 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.772, Explained Variance Score Train: 0.454 AUC Validation: 0.860, Explained Variance Score Validation: 0.293 AUC Test: 0.753, Explained Variance Score Test: 0.184 Bootstrap CV 24, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.405, R^2 test: 0.141 Bootstrap CV 24, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.405, R^2 test: 0.141 Bootstrap CV 24, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.405, R^2 test: 0.141 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.883, Explained Variance Score Train: 0.418 AUC Validation: 0.707, Explained Variance Score Validation: 0.144 AUC Test: 0.735, Explained Variance Score Test: 0.172 Bootstrap CV 22, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.306, R^2 test: 0.181 Bootstrap CV 22, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.359, R^2 test: 0.168 Bootstrap CV 22, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.361, R^2 test: 0.168 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.736, Explained Variance Score Train: 0.333 AUC Validation: 0.806, Explained Variance Score Validation: 0.224 AUC Test: 0.748, Explained Variance Score Test: 0.149 Bootstrap CV 17, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.320, R^2 test: 0.300 Bootstrap CV 17, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.322, R^2 test: 0.300 Bootstrap CV 17, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.322, R^2 test: 0.300 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.831, Explained Variance Score Train: 0.359 AUC Validation: 0.742, Explained Variance Score Validation: 0.301 AUC Test: 0.669, Explained Variance Score Test: 0.099 Bootstrap CV 21, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.424, R^2 test: 0.360 Bootstrap CV 21, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.425, R^2 test: 0.359 Bootstrap CV 21, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.428, R^2 test: 0.353 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.825, Explained Variance Score Train: 0.456 AUC Validation: 0.841, Explained Variance Score Validation: 0.391 AUC Test: 0.739, Explained Variance Score Test: 0.258 Bootstrap CV 28, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.414, R^2 test: 0.148 Bootstrap CV 28, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.414, R^2 test: 0.148 Bootstrap CV 28, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.414, R^2 test: 0.148 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.830, Explained Variance Score Train: 0.431 AUC Validation: 0.715, Explained Variance Score Validation: 0.151 AUC Test: 0.730, Explained Variance Score Test: 0.205 Bootstrap CV 18, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.447, R^2 test: 0.015 Bootstrap CV 18, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.447, R^2 test: 0.014 Bootstrap CV 18, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.447, R^2 test: 0.016 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.847, Explained Variance Score Train: 0.464 AUC Validation: 0.704, Explained Variance Score Validation: 0.017 AUC Test: 0.737, Explained Variance Score Test: 0.193 Running batch 3 of 7 with 16 nodes Bootstrap CV 33, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.303, R^2 test: 0.276 Bootstrap CV 33, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.303, R^2 test: 0.276 Bootstrap CV 33, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.303, R^2 test: 0.276 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.753, Explained Variance Score Train: 0.337 AUC Validation: 0.760, Explained Variance Score Validation: 0.310 AUC Test: 0.693, Explained Variance Score Test: 0.083 Bootstrap CV 40, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.348, R^2 test: -0.008 Bootstrap CV 40, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.348, R^2 test: -0.008 Bootstrap CV 40, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.348, R^2 test: -0.008 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.804, Explained Variance Score Train: 0.359 AUC Validation: 0.651, Explained Variance Score Validation: 0.054 AUC Test: 0.725, Explained Variance Score Test: 0.168 Bootstrap CV 32, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.465, R^2 test: 0.117 Bootstrap CV 32, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.465, R^2 test: 0.117 Bootstrap CV 32, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.465, R^2 test: 0.117 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.823, Explained Variance Score Train: 0.480 AUC Validation: 0.693, Explained Variance Score Validation: 0.123 AUC Test: 0.742, Explained Variance Score Test: 0.198 Bootstrap CV 47, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.237, R^2 test: 0.109 Bootstrap CV 47, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.237, R^2 test: 0.109 Bootstrap CV 47, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.237, R^2 test: 0.109 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.791, Explained Variance Score Train: 0.267 AUC Validation: 0.723, Explained Variance Score Validation: 0.163 AUC Test: 0.709, Explained Variance Score Test: 0.150 Bootstrap CV 38, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.366, R^2 test: 0.196 Bootstrap CV 38, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.366, R^2 test: 0.196 Bootstrap CV 38, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.366, R^2 test: 0.196 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.835, Explained Variance Score Train: 0.390 AUC Validation: 0.784, Explained Variance Score Validation: 0.254 AUC Test: 0.726, Explained Variance Score Test: 0.214 Bootstrap CV 41, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.469, R^2 test: 0.135 Bootstrap CV 41, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.469, R^2 test: 0.135 Bootstrap CV 41, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.469, R^2 test: 0.135 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.847, Explained Variance Score Train: 0.489 AUC Validation: 0.694, Explained Variance Score Validation: 0.137 AUC Test: 0.694, Explained Variance Score Test: 0.112 Bootstrap CV 35, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.425, R^2 test: 0.229 Bootstrap CV 35, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.425, R^2 test: 0.229 Bootstrap CV 35, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.434, R^2 test: 0.217 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.782, Explained Variance Score Train: 0.452 AUC Validation: 0.797, Explained Variance Score Validation: 0.245 AUC Test: 0.725, Explained Variance Score Test: 0.223 Bootstrap CV 37, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.311, R^2 test: 0.153 Bootstrap CV 37, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.313, R^2 test: 0.153 Bootstrap CV 37, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.314, R^2 test: 0.153 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.795, Explained Variance Score Train: 0.338 AUC Validation: 0.717, Explained Variance Score Validation: 0.194 AUC Test: 0.735, Explained Variance Score Test: 0.176 Bootstrap CV 44, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.455, R^2 test: -0.095 Bootstrap CV 44, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.455, R^2 test: -0.095 Bootstrap CV 44, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.455, R^2 test: -0.095 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.820, Explained Variance Score Train: 0.473 AUC Validation: 0.683, Explained Variance Score Validation: 0.010 AUC Test: 0.762, Explained Variance Score Test: 0.276 Bootstrap CV 39, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.372, R^2 test: 0.091 Bootstrap CV 39, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.372, R^2 test: 0.091 Bootstrap CV 39, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.372, R^2 test: 0.091 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.817, Explained Variance Score Train: 0.421 AUC Validation: 0.664, Explained Variance Score Validation: 0.169 AUC Test: 0.704, Explained Variance Score Test: 0.170 Bootstrap CV 45, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.323, R^2 test: -0.029 Bootstrap CV 45, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.323, R^2 test: -0.029 Bootstrap CV 45, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.323, R^2 test: -0.029 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.828, Explained Variance Score Train: 0.361 AUC Validation: 0.617, Explained Variance Score Validation: 0.016 AUC Test: 0.715, Explained Variance Score Test: 0.206 Bootstrap CV 34, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.395, R^2 test: 0.206 Bootstrap CV 34, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.396, R^2 test: 0.206 Bootstrap CV 34, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.396, R^2 test: 0.206 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.841, Explained Variance Score Train: 0.409 AUC Validation: 0.765, Explained Variance Score Validation: 0.254 AUC Test: 0.729, Explained Variance Score Test: 0.176 Bootstrap CV 36, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.295, R^2 test: 0.104 Bootstrap CV 36, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.296, R^2 test: 0.103 Bootstrap CV 36, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.300, R^2 test: 0.103 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.787, Explained Variance Score Train: 0.343 AUC Validation: 0.764, Explained Variance Score Validation: 0.169 AUC Test: 0.710, Explained Variance Score Test: 0.228 Bootstrap CV 46, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.287, R^2 test: 0.208 Bootstrap CV 46, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.289, R^2 test: 0.208 Bootstrap CV 46, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.289, R^2 test: 0.208 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.763, Explained Variance Score Train: 0.334 AUC Validation: 0.692, Explained Variance Score Validation: 0.248 AUC Test: 0.727, Explained Variance Score Test: 0.142 Bootstrap CV 43, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.442, R^2 test: 0.078 Bootstrap CV 43, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.442, R^2 test: 0.078 Bootstrap CV 43, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.442, R^2 test: 0.078 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.869, Explained Variance Score Train: 0.475 AUC Validation: 0.725, Explained Variance Score Validation: 0.112 AUC Test: 0.731, Explained Variance Score Test: 0.173 Bootstrap CV 42, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.295, R^2 test: 0.038 Bootstrap CV 42, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.299, R^2 test: 0.033 Bootstrap CV 42, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.299, R^2 test: 0.033 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.798, Explained Variance Score Train: 0.322 AUC Validation: 0.735, Explained Variance Score Validation: 0.058 AUC Test: 0.728, Explained Variance Score Test: 0.141 Running batch 4 of 7 with 16 nodes Bootstrap CV 53, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.457, R^2 test: 0.345 Bootstrap CV 53, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.494, R^2 test: 0.350 Bootstrap CV 53, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.503, R^2 test: 0.357 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.882, Explained Variance Score Train: 0.509 AUC Validation: 0.847, Explained Variance Score Validation: 0.365 AUC Test: 0.751, Explained Variance Score Test: 0.237 Bootstrap CV 55, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.371, R^2 test: 0.076 Bootstrap CV 55, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.372, R^2 test: 0.076 Bootstrap CV 55, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.372, R^2 test: 0.076 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.808, Explained Variance Score Train: 0.391 AUC Validation: 0.646, Explained Variance Score Validation: 0.123 AUC Test: 0.726, Explained Variance Score Test: 0.148 Bootstrap CV 56, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.324, R^2 test: 0.095 Bootstrap CV 56, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.324, R^2 test: 0.095 Bootstrap CV 56, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.324, R^2 test: 0.095 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.762, Explained Variance Score Train: 0.346 AUC Validation: 0.660, Explained Variance Score Validation: 0.112 AUC Test: 0.744, Explained Variance Score Test: 0.192 Bootstrap CV 63, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.228, R^2 test: 0.369 Bootstrap CV 63, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.228, R^2 test: 0.369 Bootstrap CV 63, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.228, R^2 test: 0.369 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.757, Explained Variance Score Train: 0.247 AUC Validation: 0.704, Explained Variance Score Validation: 0.376 AUC Test: 0.738, Explained Variance Score Test: 0.123 Bootstrap CV 62, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.286, R^2 test: 0.401 Bootstrap CV 62, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.287, R^2 test: 0.400 Bootstrap CV 62, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.287, R^2 test: 0.400 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.711, Explained Variance Score Train: 0.313 AUC Validation: 0.724, Explained Variance Score Validation: 0.423 AUC Test: 0.754, Explained Variance Score Test: 0.189 Bootstrap CV 48, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.279, R^2 test: 0.246 Bootstrap CV 48, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.279, R^2 test: 0.246 Bootstrap CV 48, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.279, R^2 test: 0.246 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.761, Explained Variance Score Train: 0.313 AUC Validation: 0.832, Explained Variance Score Validation: 0.342 AUC Test: 0.750, Explained Variance Score Test: 0.207 Bootstrap CV 52, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.370, R^2 test: 0.098 Bootstrap CV 52, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.370, R^2 test: 0.098 Bootstrap CV 52, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.370, R^2 test: 0.098 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.855, Explained Variance Score Train: 0.397 AUC Validation: 0.512, Explained Variance Score Validation: 0.104 AUC Test: 0.699, Explained Variance Score Test: 0.131 Bootstrap CV 54, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.384, R^2 test: 0.009 Bootstrap CV 54, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.384, R^2 test: 0.009 Bootstrap CV 54, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.384, R^2 test: 0.009 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.826, Explained Variance Score Train: 0.432 AUC Validation: 0.731, Explained Variance Score Validation: 0.096 AUC Test: 0.746, Explained Variance Score Test: 0.219 Bootstrap CV 61, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.357, R^2 test: 0.215 Bootstrap CV 61, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.357, R^2 test: 0.215 Bootstrap CV 61, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.357, R^2 test: 0.215 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.821, Explained Variance Score Train: 0.368 AUC Validation: 0.777, Explained Variance Score Validation: 0.215 AUC Test: 0.708, Explained Variance Score Test: 0.104 Bootstrap CV 58, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.272, R^2 test: 0.162 Bootstrap CV 58, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.272, R^2 test: 0.162 Bootstrap CV 58, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.272, R^2 test: 0.162 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.817, Explained Variance Score Train: 0.300 AUC Validation: 0.743, Explained Variance Score Validation: 0.169 AUC Test: 0.695, Explained Variance Score Test: 0.112 Bootstrap CV 49, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.334, R^2 test: 0.248 Bootstrap CV 49, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.334, R^2 test: 0.248 Bootstrap CV 49, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.334, R^2 test: 0.248 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.848, Explained Variance Score Train: 0.355 AUC Validation: 0.785, Explained Variance Score Validation: 0.258 AUC Test: 0.728, Explained Variance Score Test: 0.210 Bootstrap CV 50, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.271, R^2 test: 0.092 Bootstrap CV 50, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.271, R^2 test: 0.092 Bootstrap CV 50, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.271, R^2 test: 0.092 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.827, Explained Variance Score Train: 0.280 AUC Validation: 0.674, Explained Variance Score Validation: 0.123 AUC Test: 0.691, Explained Variance Score Test: 0.227 Bootstrap CV 51, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.420, R^2 test: 0.188 Bootstrap CV 51, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.420, R^2 test: 0.188 Bootstrap CV 51, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.420, R^2 test: 0.188 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.812, Explained Variance Score Train: 0.437 AUC Validation: 0.824, Explained Variance Score Validation: 0.228 AUC Test: 0.727, Explained Variance Score Test: 0.153 Bootstrap CV 59, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.435, R^2 test: 0.081 Bootstrap CV 59, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.435, R^2 test: 0.081 Bootstrap CV 59, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.435, R^2 test: 0.081 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.829, Explained Variance Score Train: 0.444 AUC Validation: 0.640, Explained Variance Score Validation: 0.116 AUC Test: 0.671, Explained Variance Score Test: 0.127 Bootstrap CV 60, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.264, R^2 test: 0.273 Bootstrap CV 60, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.264, R^2 test: 0.273 Bootstrap CV 60, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.264, R^2 test: 0.273 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.790, Explained Variance Score Train: 0.312 AUC Validation: 0.780, Explained Variance Score Validation: 0.351 AUC Test: 0.754, Explained Variance Score Test: 0.233 Bootstrap CV 57, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.408, R^2 test: 0.135 Bootstrap CV 57, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.408, R^2 test: 0.135 Bootstrap CV 57, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.408, R^2 test: 0.135 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.828, Explained Variance Score Train: 0.427 AUC Validation: 0.687, Explained Variance Score Validation: 0.138 AUC Test: 0.725, Explained Variance Score Test: 0.133 Running batch 5 of 7 with 16 nodes Bootstrap CV 68, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.480, R^2 test: -0.054 Bootstrap CV 68, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.481, R^2 test: -0.055 Bootstrap CV 68, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.481, R^2 test: -0.055 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.823, Explained Variance Score Train: 0.500 AUC Validation: 0.629, Explained Variance Score Validation: 0.022 AUC Test: 0.725, Explained Variance Score Test: 0.231 Bootstrap CV 72, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.209, R^2 test: 0.180 Bootstrap CV 72, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.209, R^2 test: 0.180 Bootstrap CV 72, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.209, R^2 test: 0.180 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.713, Explained Variance Score Train: 0.254 AUC Validation: 0.687, Explained Variance Score Validation: 0.216 AUC Test: 0.741, Explained Variance Score Test: 0.171 Bootstrap CV 74, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.320, R^2 test: 0.224 Bootstrap CV 74, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.320, R^2 test: 0.224 Bootstrap CV 74, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.320, R^2 test: 0.224 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.812, Explained Variance Score Train: 0.346 AUC Validation: 0.817, Explained Variance Score Validation: 0.241 AUC Test: 0.742, Explained Variance Score Test: 0.181 Bootstrap CV 77, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.310, R^2 test: 0.153 Bootstrap CV 77, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.310, R^2 test: 0.153 Bootstrap CV 77, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.310, R^2 test: 0.153 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.797, Explained Variance Score Train: 0.354 AUC Validation: 0.707, Explained Variance Score Validation: 0.214 AUC Test: 0.752, Explained Variance Score Test: 0.250 Bootstrap CV 79, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.383, R^2 test: 0.124 Bootstrap CV 79, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.383, R^2 test: 0.124 Bootstrap CV 79, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.383, R^2 test: 0.124 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.804, Explained Variance Score Train: 0.405 AUC Validation: 0.527, Explained Variance Score Validation: 0.128 AUC Test: 0.715, Explained Variance Score Test: 0.165 Bootstrap CV 70, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.412, R^2 test: -0.113 Bootstrap CV 70, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.412, R^2 test: -0.113 Bootstrap CV 70, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.412, R^2 test: -0.113 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.744, Explained Variance Score Train: 0.426 AUC Validation: 0.585, Explained Variance Score Validation: -0.076 AUC Test: 0.669, Explained Variance Score Test: 0.161 Bootstrap CV 76, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.412, R^2 test: 0.079 Bootstrap CV 76, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.412, R^2 test: 0.079 Bootstrap CV 76, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.412, R^2 test: 0.079 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.818, Explained Variance Score Train: 0.424 AUC Validation: 0.676, Explained Variance Score Validation: 0.080 AUC Test: 0.709, Explained Variance Score Test: 0.151 Bootstrap CV 73, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.383, R^2 test: -0.249 Bootstrap CV 73, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.383, R^2 test: -0.249 Bootstrap CV 73, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.383, R^2 test: -0.249 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.773, Explained Variance Score Train: 0.417 AUC Validation: 0.712, Explained Variance Score Validation: -0.238 AUC Test: 0.715, Explained Variance Score Test: 0.150 Bootstrap CV 75, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.309, R^2 test: 0.014 Bootstrap CV 75, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.317, R^2 test: 0.014 Bootstrap CV 75, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.317, R^2 test: 0.014 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.758, Explained Variance Score Train: 0.334 AUC Validation: 0.560, Explained Variance Score Validation: 0.023 AUC Test: 0.684, Explained Variance Score Test: 0.169 Bootstrap CV 71, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.574, R^2 test: 0.053 Bootstrap CV 71, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.574, R^2 test: 0.053 Bootstrap CV 71, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.574, R^2 test: 0.053 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.837, Explained Variance Score Train: 0.595 AUC Validation: 0.767, Explained Variance Score Validation: 0.056 AUC Test: 0.740, Explained Variance Score Test: 0.203 Bootstrap CV 67, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.318, R^2 test: 0.088 Bootstrap CV 67, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.318, R^2 test: 0.088 Bootstrap CV 67, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.318, R^2 test: 0.088 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.737, Explained Variance Score Train: 0.346 AUC Validation: 0.690, Explained Variance Score Validation: 0.094 AUC Test: 0.722, Explained Variance Score Test: 0.136 Bootstrap CV 65, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.214, R^2 test: -0.078 Bootstrap CV 65, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.214, R^2 test: -0.078 Bootstrap CV 65, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.214, R^2 test: -0.078 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.770, Explained Variance Score Train: 0.252 AUC Validation: 0.682, Explained Variance Score Validation: 0.013 AUC Test: 0.721, Explained Variance Score Test: 0.118 Bootstrap CV 69, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.429, R^2 test: -0.014 Bootstrap CV 69, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.429, R^2 test: -0.014 Bootstrap CV 69, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.429, R^2 test: -0.014 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.850, Explained Variance Score Train: 0.451 AUC Validation: 0.627, Explained Variance Score Validation: -0.014 AUC Test: 0.699, Explained Variance Score Test: 0.080 Bootstrap CV 64, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.308, R^2 test: 0.158 Bootstrap CV 64, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.308, R^2 test: 0.158 Bootstrap CV 64, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.308, R^2 test: 0.158 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.727, Explained Variance Score Train: 0.338 AUC Validation: 0.742, Explained Variance Score Validation: 0.259 AUC Test: 0.735, Explained Variance Score Test: 0.215 Bootstrap CV 66, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.423, R^2 test: 0.122 Bootstrap CV 66, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.423, R^2 test: 0.122 Bootstrap CV 66, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.423, R^2 test: 0.122 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.824, Explained Variance Score Train: 0.449 AUC Validation: 0.667, Explained Variance Score Validation: 0.221 AUC Test: 0.761, Explained Variance Score Test: 0.257 Bootstrap CV 78, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.358, R^2 test: 0.112 Bootstrap CV 78, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.358, R^2 test: 0.112 Bootstrap CV 78, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.358, R^2 test: 0.112 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.797, Explained Variance Score Train: 0.378 AUC Validation: 0.690, Explained Variance Score Validation: 0.126 AUC Test: 0.755, Explained Variance Score Test: 0.211 Running batch 6 of 7 with 16 nodes Bootstrap CV 92, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.362, R^2 test: 0.164 Bootstrap CV 92, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.363, R^2 test: 0.164 Bootstrap CV 92, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.363, R^2 test: 0.164 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.846, Explained Variance Score Train: 0.381 AUC Validation: 0.760, Explained Variance Score Validation: 0.194 AUC Test: 0.745, Explained Variance Score Test: 0.187 Bootstrap CV 89, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.425, R^2 test: 0.225 Bootstrap CV 89, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.425, R^2 test: 0.225 Bootstrap CV 89, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.425, R^2 test: 0.225 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.845, Explained Variance Score Train: 0.439 AUC Validation: 0.781, Explained Variance Score Validation: 0.239 AUC Test: 0.725, Explained Variance Score Test: 0.101 Bootstrap CV 87, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.531, R^2 test: -0.081 Bootstrap CV 87, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.531, R^2 test: -0.081 Bootstrap CV 87, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.531, R^2 test: -0.081 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.862, Explained Variance Score Train: 0.538 AUC Validation: 0.804, Explained Variance Score Validation: -0.064 AUC Test: 0.754, Explained Variance Score Test: 0.239 Bootstrap CV 81, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.320, R^2 test: 0.068 Bootstrap CV 81, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.320, R^2 test: 0.068 Bootstrap CV 81, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.320, R^2 test: 0.068 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.782, Explained Variance Score Train: 0.364 AUC Validation: 0.770, Explained Variance Score Validation: 0.100 AUC Test: 0.744, Explained Variance Score Test: 0.240 Bootstrap CV 85, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.370, R^2 test: -0.261 Bootstrap CV 85, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.370, R^2 test: -0.261 Bootstrap CV 85, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.370, R^2 test: -0.261 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.821, Explained Variance Score Train: 0.383 AUC Validation: 0.569, Explained Variance Score Validation: -0.261 AUC Test: 0.743, Explained Variance Score Test: 0.244 Bootstrap CV 94, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.372, R^2 test: 0.106 Bootstrap CV 94, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.372, R^2 test: 0.106 Bootstrap CV 94, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.372, R^2 test: 0.106 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.798, Explained Variance Score Train: 0.396 AUC Validation: 0.561, Explained Variance Score Validation: 0.140 AUC Test: 0.744, Explained Variance Score Test: 0.240 Bootstrap CV 80, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.442, R^2 test: 0.474 Bootstrap CV 80, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.442, R^2 test: 0.475 Bootstrap CV 80, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.443, R^2 test: 0.474 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.810, Explained Variance Score Train: 0.464 AUC Validation: 0.882, Explained Variance Score Validation: 0.476 AUC Test: 0.703, Explained Variance Score Test: 0.076 Bootstrap CV 93, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.380, R^2 test: -0.030 Bootstrap CV 93, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.380, R^2 test: -0.030 Bootstrap CV 93, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.380, R^2 test: -0.030 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.790, Explained Variance Score Train: 0.403 AUC Validation: 0.688, Explained Variance Score Validation: 0.104 AUC Test: 0.758, Explained Variance Score Test: 0.194 Bootstrap CV 90, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.154, R^2 test: 0.276 Bootstrap CV 90, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.154, R^2 test: 0.276 Bootstrap CV 90, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.154, R^2 test: 0.276 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.728, Explained Variance Score Train: 0.195 AUC Validation: 0.785, Explained Variance Score Validation: 0.294 AUC Test: 0.714, Explained Variance Score Test: 0.180 Bootstrap CV 83, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.428, R^2 test: 0.058 Bootstrap CV 83, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.428, R^2 test: 0.055 Bootstrap CV 83, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.428, R^2 test: 0.055 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.843, Explained Variance Score Train: 0.459 AUC Validation: 0.657, Explained Variance Score Validation: 0.068 AUC Test: 0.749, Explained Variance Score Test: 0.283 Bootstrap CV 82, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.475, R^2 test: 0.167 Bootstrap CV 82, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.475, R^2 test: 0.167 Bootstrap CV 82, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.475, R^2 test: 0.167 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.837, Explained Variance Score Train: 0.483 AUC Validation: 0.768, Explained Variance Score Validation: 0.182 AUC Test: 0.760, Explained Variance Score Test: 0.258 Bootstrap CV 91, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.414, R^2 test: 0.161 Bootstrap CV 91, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.471, R^2 test: 0.103 Bootstrap CV 91, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.491, R^2 test: 0.049 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.827, Explained Variance Score Train: 0.441 AUC Validation: 0.719, Explained Variance Score Validation: 0.175 AUC Test: 0.723, Explained Variance Score Test: 0.187 Bootstrap CV 88, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.281, R^2 test: 0.176 Bootstrap CV 88, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.281, R^2 test: 0.176 Bootstrap CV 88, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.281, R^2 test: 0.176 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.766, Explained Variance Score Train: 0.323 AUC Validation: 0.820, Explained Variance Score Validation: 0.237 AUC Test: 0.727, Explained Variance Score Test: 0.246 Bootstrap CV 84, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.417, R^2 test: -0.022 Bootstrap CV 84, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.440, R^2 test: -0.025 Bootstrap CV 84, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.446, R^2 test: -0.025 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.846, Explained Variance Score Train: 0.468 AUC Validation: 0.657, Explained Variance Score Validation: 0.060 AUC Test: 0.716, Explained Variance Score Test: 0.211 Bootstrap CV 86, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.251, R^2 test: 0.163 Bootstrap CV 86, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.254, R^2 test: 0.163 Bootstrap CV 86, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.254, R^2 test: 0.163 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.699, Explained Variance Score Train: 0.273 AUC Validation: 0.692, Explained Variance Score Validation: 0.169 AUC Test: 0.739, Explained Variance Score Test: 0.190 Bootstrap CV 95, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.338, R^2 test: 0.125 Bootstrap CV 95, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.338, R^2 test: 0.125 Bootstrap CV 95, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.338, R^2 test: 0.125 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.784, Explained Variance Score Train: 0.366 AUC Validation: 0.680, Explained Variance Score Validation: 0.146 AUC Test: 0.688, Explained Variance Score Test: 0.115 Running batch 7 of 7 with 4 nodes Bootstrap CV 98, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.210, R^2 test: 0.220 Bootstrap CV 98, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.210, R^2 test: 0.220 Bootstrap CV 98, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.210, R^2 test: 0.220 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.737, Explained Variance Score Train: 0.256 AUC Validation: 0.818, Explained Variance Score Validation: 0.241 AUC Test: 0.718, Explained Variance Score Test: 0.182 Bootstrap CV 99, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.187, R^2 test: 0.258 Bootstrap CV 99, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.187, R^2 test: 0.258 Bootstrap CV 99, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.187, R^2 test: 0.258 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.753, Explained Variance Score Train: 0.219 AUC Validation: 0.769, Explained Variance Score Validation: 0.259 AUC Test: 0.728, Explained Variance Score Test: 0.145 Bootstrap CV 96, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.257, R^2 test: -0.037 Bootstrap CV 96, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.257, R^2 test: -0.037 Bootstrap CV 96, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.257, R^2 test: -0.037 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.796, Explained Variance Score Train: 0.284 AUC Validation: 0.633, Explained Variance Score Validation: 0.064 AUC Test: 0.672, Explained Variance Score Test: 0.099 Bootstrap CV 97, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.309, R^2 test: -0.030 Bootstrap CV 97, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.309, R^2 test: -0.030 Bootstrap CV 97, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.309, R^2 test: -0.030 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.824, Explained Variance Score Train: 0.349 AUC Validation: 0.685, Explained Variance Score Validation: 0.038 AUC Test: 0.735, Explained Variance Score Test: 0.217 total Variables 1 and total subjects: 1698 ->AUC validation: 0.714 95% CI: [0.700 , 0.729] ->AUC test: 0.726 95% CI: [0.721 , 0.731] ->R^2 validation: 0.156 95% CI: [0.131 , 0.180] ->R^2 test: 0.181 95% CI: [0.171 , 0.191] ->Explained Variance validation: 0.121 95% CI: [0.096 , 0.146] ->Explained Variance test: 0.142 95% CI: [0.132 , 0.152] Test set metrics: @threshold:3.627, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:2.627, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:0.961, sens:0.127, spec:0.982, ppv:0.583, acc:0.844, f1:0.209, mcc:0.048, total+:12, total-:327 @threshold:0.553, sens:0.145, spec:0.982, ppv:0.615, acc:0.847, f1:0.235, mcc:0.054, total+:13, total-:326 @threshold:0.403, sens:0.200, spec:0.975, ppv:0.611, acc:0.850, f1:0.301, mcc:0.045, total+:18, total-:321 @threshold:0.358, sens:0.236, spec:0.972, ppv:0.619, acc:0.853, f1:0.342, mcc:0.043, total+:21, total-:318 @threshold:0.223, sens:0.255, spec:0.968, ppv:0.609, acc:0.853, f1:0.359, mcc:0.040, total+:23, total-:316 @threshold:0.218, sens:0.309, spec:0.912, ppv:0.405, acc:0.814, f1:0.351, mcc:0.011, total+:42, total-:297 @threshold:0.218, sens:0.327, spec:0.908, ppv:0.409, acc:0.814, f1:0.364, mcc:0.011, total+:44, total-:295 @threshold:0.132, sens:0.382, spec:0.894, ppv:0.412, acc:0.811, f1:0.396, mcc:0.011, total+:51, total-:288 @threshold:0.088, sens:0.400, spec:0.894, ppv:0.423, acc:0.814, f1:0.411, mcc:0.011, total+:52, total-:287 @threshold:0.082, sens:0.455, spec:0.880, ppv:0.424, acc:0.811, f1:0.439, mcc:0.011, total+:59, total-:280 @threshold:0.066, sens:0.473, spec:0.877, ppv:0.426, acc:0.811, f1:0.448, mcc:0.011, total+:61, total-:278 @threshold:0.024, sens:0.473, spec:0.873, ppv:0.419, acc:0.808, f1:0.444, mcc:0.010, total+:62, total-:277 @threshold:-0.013, sens:0.509, spec:0.870, ppv:0.431, acc:0.811, f1:0.467, mcc:0.011, total+:65, total-:274 @threshold:-0.027, sens:0.527, spec:0.842, ppv:0.392, acc:0.791, f1:0.450, mcc:0.008, total+:74, total-:265 @threshold:-0.028, sens:0.527, spec:0.835, ppv:0.382, acc:0.785, f1:0.443, mcc:0.008, total+:76, total-:263 @threshold:-0.068, sens:0.600, spec:0.775, ppv:0.340, acc:0.746, f1:0.434, mcc:0.006, total+:97, total-:242 @threshold:-0.121, sens:0.655, spec:0.718, ppv:0.310, acc:0.708, f1:0.421, mcc:0.004, total+:116, total-:223 @threshold:-0.123, sens:0.655, spec:0.711, ppv:0.305, acc:0.702, f1:0.416, mcc:0.004, total+:118, total-:221 @threshold:-0.143, sens:0.655, spec:0.694, ppv:0.293, acc:0.687, f1:0.404, mcc:0.004, total+:123, total-:216 @threshold:-0.145, sens:0.655, spec:0.683, ppv:0.286, acc:0.678, f1:0.398, mcc:0.004, total+:126, total-:213 @threshold:-0.166, sens:0.655, spec:0.662, ppv:0.273, acc:0.661, f1:0.385, mcc:0.003, total+:132, total-:207 @threshold:-0.228, sens:0.655, spec:0.658, ppv:0.271, acc:0.658, f1:0.383, mcc:0.003, total+:133, total-:206 @threshold:-0.242, sens:0.655, spec:0.644, ppv:0.263, acc:0.646, f1:0.375, mcc:0.003, total+:137, total-:202 @threshold:-0.272, sens:0.891, spec:0.356, ppv:0.211, acc:0.442, f1:0.341, mcc:0.002, total+:232, total-:107 @threshold:-0.298, sens:0.891, spec:0.345, ppv:0.209, acc:0.434, f1:0.338, mcc:0.002, total+:235, total-:104 @threshold:-0.354, sens:0.945, spec:0.299, ppv:0.207, acc:0.404, f1:0.340, mcc:0.002, total+:251, total-:88 @threshold:-0.376, sens:0.964, spec:0.292, ppv:0.209, acc:0.401, f1:0.343, mcc:0.002, total+:254, total-:85 @threshold:-0.380, sens:0.964, spec:0.285, ppv:0.207, acc:0.395, f1:0.341, mcc:0.002, total+:256, total-:83 @threshold:-0.381, sens:0.982, spec:0.257, ppv:0.204, acc:0.375, f1:0.338, mcc:0.002, total+:265, total-:74 @threshold:-0.405, sens:0.982, spec:0.232, ppv:0.199, acc:0.354, f1:0.330, mcc:0.002, total+:272, total-:67 @threshold:-0.412, sens:0.982, spec:0.215, ppv:0.195, acc:0.339, f1:0.325, mcc:0.002, total+:277, total-:62 @threshold:-0.439, sens:1.000, spec:0.211, ppv:0.197, acc:0.339, f1:0.329, mcc:0.002, total+:279, total-:60 @threshold:-0.492, sens:1.000, spec:0.194, ppv:0.194, acc:0.324, f1:0.324, mcc:0.002, total+:284, total-:55 @threshold:-0.564, sens:1.000, spec:0.180, ppv:0.191, acc:0.313, f1:0.321, mcc:0.002, total+:288, total-:51 @threshold:-0.609, sens:1.000, spec:0.169, ppv:0.189, acc:0.304, f1:0.318, mcc:0.002, total+:291, total-:48 @threshold:-0.611, sens:1.000, spec:0.162, ppv:0.188, acc:0.298, f1:0.316, mcc:0.002, total+:293, total-:46 @threshold:-0.671, sens:1.000, spec:0.151, ppv:0.186, acc:0.289, f1:0.313, mcc:0.002, total+:296, total-:43 @threshold:-0.714, sens:1.000, spec:0.120, ppv:0.180, acc:0.263, f1:0.306, mcc:0.002, total+:305, total-:34 @threshold:-0.729, sens:1.000, spec:0.116, ppv:0.180, acc:0.260, f1:0.305, mcc:0.002, total+:306, total-:33 @threshold:-0.835, sens:1.000, spec:0.095, ppv:0.176, acc:0.242, f1:0.300, mcc:0.002, total+:312, total-:27 @threshold:-0.852, sens:1.000, spec:0.088, ppv:0.175, acc:0.236, f1:0.298, mcc:0.002, total+:314, total-:25 @threshold:-0.852, sens:1.000, spec:0.077, ppv:0.174, acc:0.227, f1:0.296, mcc:0.002, total+:317, total-:22 @threshold:-1.017, sens:1.000, spec:0.039, ppv:0.168, acc:0.195, f1:0.287, mcc:0.001, total+:328, total-:11 @threshold:-1.244, sens:1.000, spec:0.028, ppv:0.166, acc:0.186, f1:0.285, mcc:0.001, total+:331, total-:8 @threshold:-1.410, sens:1.000, spec:0.021, ppv:0.165, acc:0.180, f1:0.284, mcc:0.001, total+:333, total-:6 @threshold:-1.438, sens:1.000, spec:0.011, ppv:0.164, acc:0.171, f1:0.281, mcc:0.001, total+:336, total-:3 @threshold:-1.657, sens:1.000, spec:0.004, ppv:0.163, acc:0.165, f1:0.280, mcc:0.001, total+:338, total-:1 * Vital: Wt for Length ZScore-avg19to24 | coef 1.000 95% CI: [1.000 , 1.000] | OR_adj 2.718 [2.718 2.718] | occ: 1347 | OR_unadj: 3.737 [2.826 4.943] | indivs AUC:0.763 Correlated most with: Vital : 1.0 Time to run analysis 0:01:59.646361 Total Time elapsed 14:29:21.990023 ----------------------------------------------------- girls no_min wfl_latest lasso regression Running batch 1 of 7 with 16 nodes Bootstrap CV 8, alpha = 0.001, R^2 train: 0.329, R^2 test: 0.176 Bootstrap CV 8, alpha = 0.005, R^2 train: 0.329, R^2 test: 0.177 Bootstrap CV 8, alpha = 0.01, R^2 train: 0.329, R^2 test: 0.180 Bootstrap CV 8, alpha = 0.1, R^2 train: 0.318, R^2 test: 0.206 best alpha via bootstrap CV: 0.1 AUC Train: 0.752, Explained Variance Score Train: 0.318 AUC Validation: 0.697, Explained Variance Score Validation: 0.229 AUC Test: 0.783, Explained Variance Score Test: 0.254 Bootstrap CV 4, alpha = 0.001, R^2 train: 0.279, R^2 test: 0.367 Bootstrap CV 4, alpha = 0.005, R^2 train: 0.279, R^2 test: 0.368 Bootstrap CV 4, alpha = 0.01, R^2 train: 0.278, R^2 test: 0.369 Bootstrap CV 4, alpha = 0.1, R^2 train: 0.264, R^2 test: 0.369 best alpha via bootstrap CV: 0.01 AUC Train: 0.783, Explained Variance Score Train: 0.278 AUC Validation: 0.895, Explained Variance Score Validation: 0.383 AUC Test: 0.783, Explained Variance Score Test: 0.253 Bootstrap CV 5, alpha = 0.001, R^2 train: 0.199, R^2 test: 0.262 Bootstrap CV 5, alpha = 0.005, R^2 train: 0.199, R^2 test: 0.261 Bootstrap CV 5, alpha = 0.01, R^2 train: 0.199, R^2 test: 0.260 Bootstrap CV 5, alpha = 0.1, R^2 train: 0.191, R^2 test: 0.240 best alpha via bootstrap CV: 0.001 AUC Train: 0.774, Explained Variance Score Train: 0.199 AUC Validation: 0.728, Explained Variance Score Validation: 0.264 AUC Test: 0.783, Explained Variance Score Test: 0.254 Bootstrap CV 3, alpha = 0.001, R^2 train: 0.239, R^2 test: 0.208 Bootstrap CV 3, alpha = 0.005, R^2 train: 0.239, R^2 test: 0.208 Bootstrap CV 3, alpha = 0.01, R^2 train: 0.238, R^2 test: 0.207 Bootstrap CV 3, alpha = 0.1, R^2 train: 0.225, R^2 test: 0.187 best alpha via bootstrap CV: 0.001 AUC Train: 0.773, Explained Variance Score Train: 0.239 AUC Validation: 0.756, Explained Variance Score Validation: 0.209 AUC Test: 0.783, Explained Variance Score Test: 0.252 Bootstrap CV 2, alpha = 0.001, R^2 train: 0.231, R^2 test: 0.173 Bootstrap CV 2, alpha = 0.005, R^2 train: 0.231, R^2 test: 0.175 Bootstrap CV 2, alpha = 0.01, R^2 train: 0.231, R^2 test: 0.176 Bootstrap CV 2, alpha = 0.1, R^2 train: 0.220, R^2 test: 0.189 best alpha via bootstrap CV: 0.01 AUC Train: 0.737, Explained Variance Score Train: 0.231 AUC Validation: 0.739, Explained Variance Score Validation: 0.196 AUC Test: 0.783, Explained Variance Score Test: 0.255 Bootstrap CV 6, alpha = 0.001, R^2 train: 0.368, R^2 test: 0.089 Bootstrap CV 6, alpha = 0.005, R^2 train: 0.368, R^2 test: 0.091 Bootstrap CV 6, alpha = 0.01, R^2 train: 0.368, R^2 test: 0.094 Bootstrap CV 6, alpha = 0.1, R^2 train: 0.356, R^2 test: 0.132 best alpha via bootstrap CV: 0.1 AUC Train: 0.826, Explained Variance Score Train: 0.356 AUC Validation: 0.623, Explained Variance Score Validation: 0.140 AUC Test: 0.783, Explained Variance Score Test: 0.254 Bootstrap CV 7, alpha = 0.001, R^2 train: 0.240, R^2 test: 0.183 Bootstrap CV 7, alpha = 0.005, R^2 train: 0.240, R^2 test: 0.184 Bootstrap CV 7, alpha = 0.01, R^2 train: 0.240, R^2 test: 0.184 Bootstrap CV 7, alpha = 0.1, R^2 train: 0.225, R^2 test: 0.177 best alpha via bootstrap CV: 0.001 AUC Train: 0.709, Explained Variance Score Train: 0.240 AUC Validation: 0.770, Explained Variance Score Validation: 0.184 AUC Test: 0.783, Explained Variance Score Test: 0.255 Bootstrap CV 0, alpha = 0.001, R^2 train: 0.325, R^2 test: 0.205 Bootstrap CV 0, alpha = 0.005, R^2 train: 0.325, R^2 test: 0.206 Bootstrap CV 0, alpha = 0.01, R^2 train: 0.325, R^2 test: 0.206 Bootstrap CV 0, alpha = 0.1, R^2 train: 0.311, R^2 test: 0.207 best alpha via bootstrap CV: 0.01 AUC Train: 0.812, Explained Variance Score Train: 0.325 AUC Validation: 0.733, Explained Variance Score Validation: 0.217 AUC Test: 0.783, Explained Variance Score Test: 0.253 Bootstrap CV 10, alpha = 0.001, R^2 train: 0.272, R^2 test: 0.256 Bootstrap CV 10, alpha = 0.005, R^2 train: 0.272, R^2 test: 0.255 Bootstrap CV 10, alpha = 0.01, R^2 train: 0.272, R^2 test: 0.254 Bootstrap CV 10, alpha = 0.1, R^2 train: 0.256, R^2 test: 0.221 best alpha via bootstrap CV: 0.01 AUC Train: 0.745, Explained Variance Score Train: 0.272 AUC Validation: 0.796, Explained Variance Score Validation: 0.256 AUC Test: 0.783, Explained Variance Score Test: 0.255 Bootstrap CV 13, alpha = 0.001, R^2 train: 0.278, R^2 test: 0.325 Bootstrap CV 13, alpha = 0.005, R^2 train: 0.278, R^2 test: 0.326 Bootstrap CV 13, alpha = 0.01, R^2 train: 0.278, R^2 test: 0.326 Bootstrap CV 13, alpha = 0.1, R^2 train: 0.263, R^2 test: 0.314 best alpha via bootstrap CV: 0.001 AUC Train: 0.753, Explained Variance Score Train: 0.278 AUC Validation: 0.835, Explained Variance Score Validation: 0.328 AUC Test: 0.783, Explained Variance Score Test: 0.255 Bootstrap CV 1, alpha = 0.001, R^2 train: 0.270, R^2 test: 0.128 Bootstrap CV 1, alpha = 0.005, R^2 train: 0.270, R^2 test: 0.128 Bootstrap CV 1, alpha = 0.01, R^2 train: 0.270, R^2 test: 0.129 Bootstrap CV 1, alpha = 0.1, R^2 train: 0.255, R^2 test: 0.137 best alpha via bootstrap CV: 0.001 AUC Train: 0.749, Explained Variance Score Train: 0.270 AUC Validation: 0.663, Explained Variance Score Validation: 0.131 AUC Test: 0.783, Explained Variance Score Test: 0.253 Bootstrap CV 11, alpha = 0.001, R^2 train: 0.259, R^2 test: 0.261 Bootstrap CV 11, alpha = 0.005, R^2 train: 0.259, R^2 test: 0.262 Bootstrap CV 11, alpha = 0.01, R^2 train: 0.259, R^2 test: 0.262 Bootstrap CV 11, alpha = 0.1, R^2 train: 0.250, R^2 test: 0.259 best alpha via bootstrap CV: 0.1 AUC Train: 0.751, Explained Variance Score Train: 0.250 AUC Validation: 0.726, Explained Variance Score Validation: 0.264 AUC Test: 0.783, Explained Variance Score Test: 0.255 Bootstrap CV 12, alpha = 0.001, R^2 train: 0.245, R^2 test: 0.317 Bootstrap CV 12, alpha = 0.005, R^2 train: 0.245, R^2 test: 0.317 Bootstrap CV 12, alpha = 0.01, R^2 train: 0.245, R^2 test: 0.315 Bootstrap CV 12, alpha = 0.1, R^2 train: 0.233, R^2 test: 0.284 best alpha via bootstrap CV: 0.001 AUC Train: 0.773, Explained Variance Score Train: 0.245 AUC Validation: 0.816, Explained Variance Score Validation: 0.320 AUC Test: 0.783, Explained Variance Score Test: 0.247 Bootstrap CV 14, alpha = 0.001, R^2 train: 0.241, R^2 test: 0.324 Bootstrap CV 14, alpha = 0.005, R^2 train: 0.241, R^2 test: 0.323 Bootstrap CV 14, alpha = 0.01, R^2 train: 0.240, R^2 test: 0.321 Bootstrap CV 14, alpha = 0.1, R^2 train: 0.230, R^2 test: 0.284 best alpha via bootstrap CV: 0.001 AUC Train: 0.769, Explained Variance Score Train: 0.241 AUC Validation: 0.932, Explained Variance Score Validation: 0.327 AUC Test: 0.783, Explained Variance Score Test: 0.255 Bootstrap CV 9, alpha = 0.001, R^2 train: 0.337, R^2 test: 0.262 Bootstrap CV 9, alpha = 0.005, R^2 train: 0.337, R^2 test: 0.261 Bootstrap CV 9, alpha = 0.01, R^2 train: 0.337, R^2 test: 0.261 Bootstrap CV 9, alpha = 0.1, R^2 train: 0.329, R^2 test: 0.245 best alpha via bootstrap CV: 0.1 AUC Train: 0.826, Explained Variance Score Train: 0.329 AUC Validation: 0.748, Explained Variance Score Validation: 0.265 AUC Test: 0.783, Explained Variance Score Test: 0.255 Bootstrap CV 15, alpha = 0.001, R^2 train: 0.213, R^2 test: 0.265 Bootstrap CV 15, alpha = 0.005, R^2 train: 0.213, R^2 test: 0.266 Bootstrap CV 15, alpha = 0.01, R^2 train: 0.213, R^2 test: 0.266 Bootstrap CV 15, alpha = 0.1, R^2 train: 0.203, R^2 test: 0.259 best alpha via bootstrap CV: 0.01 AUC Train: 0.761, Explained Variance Score Train: 0.213 AUC Validation: 0.710, Explained Variance Score Validation: 0.266 AUC Test: 0.783, Explained Variance Score Test: 0.255 Running batch 2 of 7 with 16 nodes Bootstrap CV 21, alpha = 0.001, R^2 train: 0.201, R^2 test: 0.256 Bootstrap CV 21, alpha = 0.005, R^2 train: 0.201, R^2 test: 0.254 Bootstrap CV 21, alpha = 0.01, R^2 train: 0.201, R^2 test: 0.252 Bootstrap CV 21, alpha = 0.1, R^2 train: 0.181, R^2 test: 0.199 best alpha via bootstrap CV: 0.001 AUC Train: 0.708, Explained Variance Score Train: 0.201 AUC Validation: 0.761, Explained Variance Score Validation: 0.262 AUC Test: 0.783, Explained Variance Score Test: 0.242 Bootstrap CV 24, alpha = 0.001, R^2 train: 0.302, R^2 test: 0.365 Bootstrap CV 24, alpha = 0.005, R^2 train: 0.302, R^2 test: 0.364 Bootstrap CV 24, alpha = 0.01, R^2 train: 0.302, R^2 test: 0.363 Bootstrap CV 24, alpha = 0.1, R^2 train: 0.286, R^2 test: 0.334 best alpha via bootstrap CV: 0.001 AUC Train: 0.720, Explained Variance Score Train: 0.302 AUC Validation: 0.856, Explained Variance Score Validation: 0.385 AUC Test: 0.783, Explained Variance Score Test: 0.255 Bootstrap CV 22, alpha = 0.001, R^2 train: 0.266, R^2 test: 0.312 Bootstrap CV 22, alpha = 0.005, R^2 train: 0.266, R^2 test: 0.314 Bootstrap CV 22, alpha = 0.01, R^2 train: 0.266, R^2 test: 0.316 Bootstrap CV 22, alpha = 0.1, R^2 train: 0.252, R^2 test: 0.329 best alpha via bootstrap CV: 0.1 AUC Train: 0.735, Explained Variance Score Train: 0.252 AUC Validation: 0.728, Explained Variance Score Validation: 0.330 AUC Test: 0.783, Explained Variance Score Test: 0.254 Bootstrap CV 23, alpha = 0.001, R^2 train: 0.315, R^2 test: 0.176 Bootstrap CV 23, alpha = 0.005, R^2 train: 0.315, R^2 test: 0.177 Bootstrap CV 23, alpha = 0.01, R^2 train: 0.315, R^2 test: 0.177 Bootstrap CV 23, alpha = 0.1, R^2 train: 0.304, R^2 test: 0.181 best alpha via bootstrap CV: 0.1 AUC Train: 0.820, Explained Variance Score Train: 0.304 AUC Validation: 0.683, Explained Variance Score Validation: 0.185 AUC Test: 0.783, Explained Variance Score Test: 0.254 Bootstrap CV 18, alpha = 0.001, R^2 train: 0.363, R^2 test: 0.284 Bootstrap CV 18, alpha = 0.005, R^2 train: 0.363, R^2 test: 0.284 Bootstrap CV 18, alpha = 0.01, R^2 train: 0.363, R^2 test: 0.284 Bootstrap CV 18, alpha = 0.1, R^2 train: 0.351, R^2 test: 0.274 best alpha via bootstrap CV: 0.1 AUC Train: 0.851, Explained Variance Score Train: 0.351 AUC Validation: 0.775, Explained Variance Score Validation: 0.296 AUC Test: 0.783, Explained Variance Score Test: 0.253 Bootstrap CV 17, alpha = 0.001, R^2 train: 0.364, R^2 test: 0.388 Bootstrap CV 17, alpha = 0.005, R^2 train: 0.364, R^2 test: 0.387 Bootstrap CV 17, alpha = 0.01, R^2 train: 0.364, R^2 test: 0.386 Bootstrap CV 17, alpha = 0.1, R^2 train: 0.351, R^2 test: 0.357 best alpha via bootstrap CV: 0.1 AUC Train: 0.797, Explained Variance Score Train: 0.351 AUC Validation: 0.802, Explained Variance Score Validation: 0.358 AUC Test: 0.783, Explained Variance Score Test: 0.253 Bootstrap CV 25, alpha = 0.001, R^2 train: 0.263, R^2 test: 0.224 Bootstrap CV 25, alpha = 0.005, R^2 train: 0.263, R^2 test: 0.223 Bootstrap CV 25, alpha = 0.01, R^2 train: 0.262, R^2 test: 0.223 Bootstrap CV 25, alpha = 0.1, R^2 train: 0.246, R^2 test: 0.201 best alpha via bootstrap CV: 0.001 AUC Train: 0.763, Explained Variance Score Train: 0.263 AUC Validation: 0.706, Explained Variance Score Validation: 0.232 AUC Test: 0.783, Explained Variance Score Test: 0.254 Bootstrap CV 26, alpha = 0.001, R^2 train: 0.355, R^2 test: 0.241 Bootstrap CV 26, alpha = 0.005, R^2 train: 0.355, R^2 test: 0.241 Bootstrap CV 26, alpha = 0.01, R^2 train: 0.355, R^2 test: 0.242 Bootstrap CV 26, alpha = 0.1, R^2 train: 0.341, R^2 test: 0.234 best alpha via bootstrap CV: 0.01 AUC Train: 0.797, Explained Variance Score Train: 0.355 AUC Validation: 0.819, Explained Variance Score Validation: 0.247 AUC Test: 0.783, Explained Variance Score Test: 0.254 Bootstrap CV 31, alpha = 0.001, R^2 train: 0.210, R^2 test: 0.241 Bootstrap CV 31, alpha = 0.005, R^2 train: 0.210, R^2 test: 0.242 Bootstrap CV 31, alpha = 0.01, R^2 train: 0.210, R^2 test: 0.243 Bootstrap CV 31, alpha = 0.1, R^2 train: 0.198, R^2 test: 0.240 best alpha via bootstrap CV: 0.001 AUC Train: 0.710, Explained Variance Score Train: 0.210 AUC Validation: 0.678, Explained Variance Score Validation: 0.251 AUC Test: 0.783, Explained Variance Score Test: 0.252 Bootstrap CV 20, alpha = 0.001, R^2 train: 0.228, R^2 test: 0.309 Bootstrap CV 20, alpha = 0.005, R^2 train: 0.228, R^2 test: 0.308 Bootstrap CV 20, alpha = 0.01, R^2 train: 0.228, R^2 test: 0.306 Bootstrap CV 20, alpha = 0.1, R^2 train: 0.216, R^2 test: 0.267 best alpha via bootstrap CV: 0.01 AUC Train: 0.701, Explained Variance Score Train: 0.228 AUC Validation: 0.751, Explained Variance Score Validation: 0.312 AUC Test: 0.783, Explained Variance Score Test: 0.255 Bootstrap CV 19, alpha = 0.001, R^2 train: 0.241, R^2 test: 0.141 Bootstrap CV 19, alpha = 0.005, R^2 train: 0.241, R^2 test: 0.143 Bootstrap CV 19, alpha = 0.01, R^2 train: 0.241, R^2 test: 0.144 Bootstrap CV 19, alpha = 0.1, R^2 train: 0.229, R^2 test: 0.161 best alpha via bootstrap CV: 0.001 AUC Train: 0.712, Explained Variance Score Train: 0.241 AUC Validation: 0.702, Explained Variance Score Validation: 0.144 AUC Test: 0.783, Explained Variance Score Test: 0.255 Bootstrap CV 16, alpha = 0.001, R^2 train: 0.337, R^2 test: 0.164 Bootstrap CV 16, alpha = 0.005, R^2 train: 0.337, R^2 test: 0.165 Bootstrap CV 16, alpha = 0.01, R^2 train: 0.337, R^2 test: 0.167 Bootstrap CV 16, alpha = 0.1, R^2 train: 0.329, R^2 test: 0.185 best alpha via bootstrap CV: 0.1 AUC Train: 0.813, Explained Variance Score Train: 0.329 AUC Validation: 0.738, Explained Variance Score Validation: 0.209 AUC Test: 0.783, Explained Variance Score Test: 0.254 Bootstrap CV 27, alpha = 0.001, R^2 train: 0.243, R^2 test: 0.124 Bootstrap CV 27, alpha = 0.005, R^2 train: 0.243, R^2 test: 0.126 Bootstrap CV 27, alpha = 0.01, R^2 train: 0.243, R^2 test: 0.129 Bootstrap CV 27, alpha = 0.1, R^2 train: 0.232, R^2 test: 0.163 best alpha via bootstrap CV: 0.01 AUC Train: 0.684, Explained Variance Score Train: 0.243 AUC Validation: 0.764, Explained Variance Score Validation: 0.151 AUC Test: 0.783, Explained Variance Score Test: 0.255 Bootstrap CV 28, alpha = 0.001, R^2 train: 0.336, R^2 test: 0.235 Bootstrap CV 28, alpha = 0.005, R^2 train: 0.336, R^2 test: 0.237 Bootstrap CV 28, alpha = 0.01, R^2 train: 0.336, R^2 test: 0.238 Bootstrap CV 28, alpha = 0.1, R^2 train: 0.322, R^2 test: 0.256 best alpha via bootstrap CV: 0.1 AUC Train: 0.794, Explained Variance Score Train: 0.322 AUC Validation: 0.802, Explained Variance Score Validation: 0.258 AUC Test: 0.783, Explained Variance Score Test: 0.255 Bootstrap CV 29, alpha = 0.001, R^2 train: 0.227, R^2 test: 0.264 Bootstrap CV 29, alpha = 0.005, R^2 train: 0.227, R^2 test: 0.263 Bootstrap CV 29, alpha = 0.01, R^2 train: 0.227, R^2 test: 0.262 Bootstrap CV 29, alpha = 0.1, R^2 train: 0.215, R^2 test: 0.241 best alpha via bootstrap CV: 0.001 AUC Train: 0.755, Explained Variance Score Train: 0.227 AUC Validation: 0.768, Explained Variance Score Validation: 0.264 AUC Test: 0.783, Explained Variance Score Test: 0.248 Bootstrap CV 30, alpha = 0.001, R^2 train: 0.279, R^2 test: 0.273 Bootstrap CV 30, alpha = 0.005, R^2 train: 0.279, R^2 test: 0.272 Bootstrap CV 30, alpha = 0.01, R^2 train: 0.279, R^2 test: 0.271 Bootstrap CV 30, alpha = 0.1, R^2 train: 0.267, R^2 test: 0.249 best alpha via bootstrap CV: 0.005 AUC Train: 0.756, Explained Variance Score Train: 0.279 AUC Validation: 0.745, Explained Variance Score Validation: 0.274 AUC Test: 0.783, Explained Variance Score Test: 0.255 Running batch 3 of 7 with 16 nodes Bootstrap CV 41, alpha = 0.001, R^2 train: 0.318, R^2 test: 0.297 Bootstrap CV 41, alpha = 0.005, R^2 train: 0.318, R^2 test: 0.297 Bootstrap CV 41, alpha = 0.01, R^2 train: 0.318, R^2 test: 0.297 Bootstrap CV 41, alpha = 0.1, R^2 train: 0.308, R^2 test: 0.295 best alpha via bootstrap CV: 0.1 AUC Train: 0.816, Explained Variance Score Train: 0.308 AUC Validation: 0.811, Explained Variance Score Validation: 0.296 AUC Test: 0.783, Explained Variance Score Test: 0.255 Bootstrap CV 36, alpha = 0.001, R^2 train: 0.250, R^2 test: 0.354 Bootstrap CV 36, alpha = 0.005, R^2 train: 0.250, R^2 test: 0.354 Bootstrap CV 36, alpha = 0.01, R^2 train: 0.250, R^2 test: 0.355 Bootstrap CV 36, alpha = 0.1, R^2 train: 0.241, R^2 test: 0.351 best alpha via bootstrap CV: 0.1 AUC Train: 0.706, Explained Variance Score Train: 0.241 AUC Validation: 0.832, Explained Variance Score Validation: 0.353 AUC Test: 0.783, Explained Variance Score Test: 0.255 Bootstrap CV 33, alpha = 0.001, R^2 train: 0.217, R^2 test: 0.285 Bootstrap CV 33, alpha = 0.005, R^2 train: 0.217, R^2 test: 0.283 Bootstrap CV 33, alpha = 0.01, R^2 train: 0.217, R^2 test: 0.281 Bootstrap CV 33, alpha = 0.1, R^2 train: 0.203, R^2 test: 0.234 best alpha via bootstrap CV: 0.001 AUC Train: 0.667, Explained Variance Score Train: 0.217 AUC Validation: 0.796, Explained Variance Score Validation: 0.296 AUC Test: 0.783, Explained Variance Score Test: 0.249 Bootstrap CV 34, alpha = 0.001, R^2 train: 0.280, R^2 test: 0.147 Bootstrap CV 34, alpha = 0.005, R^2 train: 0.280, R^2 test: 0.149 Bootstrap CV 34, alpha = 0.01, R^2 train: 0.280, R^2 test: 0.151 Bootstrap CV 34, alpha = 0.1, R^2 train: 0.266, R^2 test: 0.170 best alpha via bootstrap CV: 0.005 AUC Train: 0.749, Explained Variance Score Train: 0.280 AUC Validation: 0.668, Explained Variance Score Validation: 0.149 AUC Test: 0.783, Explained Variance Score Test: 0.255 Bootstrap CV 35, alpha = 0.001, R^2 train: 0.261, R^2 test: 0.271 Bootstrap CV 35, alpha = 0.005, R^2 train: 0.261, R^2 test: 0.270 Bootstrap CV 35, alpha = 0.01, R^2 train: 0.261, R^2 test: 0.268 Bootstrap CV 35, alpha = 0.1, R^2 train: 0.249, R^2 test: 0.239 best alpha via bootstrap CV: 0.001 AUC Train: 0.715, Explained Variance Score Train: 0.261 AUC Validation: 0.842, Explained Variance Score Validation: 0.273 AUC Test: 0.783, Explained Variance Score Test: 0.254 Bootstrap CV 40, alpha = 0.001, R^2 train: 0.291, R^2 test: 0.106 Bootstrap CV 40, alpha = 0.005, R^2 train: 0.291, R^2 test: 0.109 Bootstrap CV 40, alpha = 0.01, R^2 train: 0.291, R^2 test: 0.112 Bootstrap CV 40, alpha = 0.1, R^2 train: 0.281, R^2 test: 0.153 best alpha via bootstrap CV: 0.1 AUC Train: 0.799, Explained Variance Score Train: 0.281 AUC Validation: 0.709, Explained Variance Score Validation: 0.165 AUC Test: 0.783, Explained Variance Score Test: 0.255 Bootstrap CV 37, alpha = 0.001, R^2 train: 0.211, R^2 test: 0.271 Bootstrap CV 37, alpha = 0.005, R^2 train: 0.211, R^2 test: 0.270 Bootstrap CV 37, alpha = 0.01, R^2 train: 0.211, R^2 test: 0.268 Bootstrap CV 37, alpha = 0.1, R^2 train: 0.195, R^2 test: 0.223 best alpha via bootstrap CV: 0.001 AUC Train: 0.747, Explained Variance Score Train: 0.211 AUC Validation: 0.761, Explained Variance Score Validation: 0.277 AUC Test: 0.783, Explained Variance Score Test: 0.254 Bootstrap CV 39, alpha = 0.001, R^2 train: 0.267, R^2 test: 0.169 Bootstrap CV 39, alpha = 0.005, R^2 train: 0.267, R^2 test: 0.169 Bootstrap CV 39, alpha = 0.01, R^2 train: 0.267, R^2 test: 0.170 Bootstrap CV 39, alpha = 0.1, R^2 train: 0.254, R^2 test: 0.167 best alpha via bootstrap CV: 0.001 AUC Train: 0.796, Explained Variance Score Train: 0.267 AUC Validation: 0.651, Explained Variance Score Validation: 0.225 AUC Test: 0.783, Explained Variance Score Test: 0.255 Bootstrap CV 42, alpha = 0.001, R^2 train: 0.230, R^2 test: 0.302 Bootstrap CV 42, alpha = 0.005, R^2 train: 0.230, R^2 test: 0.301 Bootstrap CV 42, alpha = 0.01, R^2 train: 0.230, R^2 test: 0.299 Bootstrap CV 42, alpha = 0.1, R^2 train: 0.219, R^2 test: 0.269 best alpha via bootstrap CV: 0.001 AUC Train: 0.735, Explained Variance Score Train: 0.230 AUC Validation: 0.734, Explained Variance Score Validation: 0.306 AUC Test: 0.783, Explained Variance Score Test: 0.255 Bootstrap CV 43, alpha = 0.001, R^2 train: 0.293, R^2 test: 0.300 Bootstrap CV 43, alpha = 0.005, R^2 train: 0.293, R^2 test: 0.301 Bootstrap CV 43, alpha = 0.01, R^2 train: 0.293, R^2 test: 0.303 Bootstrap CV 43, alpha = 0.1, R^2 train: 0.284, R^2 test: 0.314 best alpha via bootstrap CV: 0.1 AUC Train: 0.730, Explained Variance Score Train: 0.284 AUC Validation: 0.828, Explained Variance Score Validation: 0.314 AUC Test: 0.783, Explained Variance Score Test: 0.252 Bootstrap CV 38, alpha = 0.001, R^2 train: 0.191, R^2 test: 0.423 Bootstrap CV 38, alpha = 0.005, R^2 train: 0.191, R^2 test: 0.422 Bootstrap CV 38, alpha = 0.01, R^2 train: 0.191, R^2 test: 0.420 Bootstrap CV 38, alpha = 0.1, R^2 train: 0.181, R^2 test: 0.371 best alpha via bootstrap CV: 0.001 AUC Train: 0.756, Explained Variance Score Train: 0.191 AUC Validation: 0.824, Explained Variance Score Validation: 0.432 AUC Test: 0.783, Explained Variance Score Test: 0.252 Bootstrap CV 46, alpha = 0.001, R^2 train: 0.364, R^2 test: 0.242 Bootstrap CV 46, alpha = 0.005, R^2 train: 0.364, R^2 test: 0.243 Bootstrap CV 46, alpha = 0.01, R^2 train: 0.363, R^2 test: 0.244 Bootstrap CV 46, alpha = 0.1, R^2 train: 0.357, R^2 test: 0.260 best alpha via bootstrap CV: 0.1 AUC Train: 0.807, Explained Variance Score Train: 0.357 AUC Validation: 0.781, Explained Variance Score Validation: 0.263 AUC Test: 0.783, Explained Variance Score Test: 0.253 Bootstrap CV 44, alpha = 0.001, R^2 train: 0.194, R^2 test: 0.172 Bootstrap CV 44, alpha = 0.005, R^2 train: 0.194, R^2 test: 0.171 Bootstrap CV 44, alpha = 0.01, R^2 train: 0.194, R^2 test: 0.170 Bootstrap CV 44, alpha = 0.1, R^2 train: 0.179, R^2 test: 0.143 best alpha via bootstrap CV: 0.001 AUC Train: 0.707, Explained Variance Score Train: 0.194 AUC Validation: 0.695, Explained Variance Score Validation: 0.180 AUC Test: 0.783, Explained Variance Score Test: 0.236 Bootstrap CV 32, alpha = 0.001, R^2 train: 0.224, R^2 test: 0.253 Bootstrap CV 32, alpha = 0.005, R^2 train: 0.224, R^2 test: 0.253 Bootstrap CV 32, alpha = 0.01, R^2 train: 0.224, R^2 test: 0.252 Bootstrap CV 32, alpha = 0.1, R^2 train: 0.212, R^2 test: 0.230 best alpha via bootstrap CV: 0.001 AUC Train: 0.703, Explained Variance Score Train: 0.224 AUC Validation: 0.693, Explained Variance Score Validation: 0.253 AUC Test: 0.783, Explained Variance Score Test: 0.252 Bootstrap CV 45, alpha = 0.001, R^2 train: 0.299, R^2 test: 0.250 Bootstrap CV 45, alpha = 0.005, R^2 train: 0.299, R^2 test: 0.252 Bootstrap CV 45, alpha = 0.01, R^2 train: 0.298, R^2 test: 0.255 Bootstrap CV 45, alpha = 0.1, R^2 train: 0.284, R^2 test: 0.281 best alpha via bootstrap CV: 0.1 AUC Train: 0.783, Explained Variance Score Train: 0.284 AUC Validation: 0.795, Explained Variance Score Validation: 0.284 AUC Test: 0.783, Explained Variance Score Test: 0.252 Bootstrap CV 47, alpha = 0.001, R^2 train: 0.180, R^2 test: 0.306 Bootstrap CV 47, alpha = 0.005, R^2 train: 0.180, R^2 test: 0.304 Bootstrap CV 47, alpha = 0.01, R^2 train: 0.180, R^2 test: 0.302 Bootstrap CV 47, alpha = 0.1, R^2 train: 0.166, R^2 test: 0.250 best alpha via bootstrap CV: 0.001 AUC Train: 0.632, Explained Variance Score Train: 0.180 AUC Validation: 0.778, Explained Variance Score Validation: 0.317 AUC Test: 0.783, Explained Variance Score Test: 0.248 Running batch 4 of 7 with 16 nodes Bootstrap CV 57, alpha = 0.001, R^2 train: 0.238, R^2 test: 0.102 Bootstrap CV 57, alpha = 0.005, R^2 train: 0.238, R^2 test: 0.104 Bootstrap CV 57, alpha = 0.01, R^2 train: 0.237, R^2 test: 0.108 Bootstrap CV 57, alpha = 0.1, R^2 train: 0.224, R^2 test: 0.145 best alpha via bootstrap CV: 0.01 AUC Train: 0.781, Explained Variance Score Train: 0.237 AUC Validation: 0.676, Explained Variance Score Validation: 0.125 AUC Test: 0.783, Explained Variance Score Test: 0.254 Bootstrap CV 51, alpha = 0.001, R^2 train: 0.269, R^2 test: 0.376 Bootstrap CV 51, alpha = 0.005, R^2 train: 0.269, R^2 test: 0.374 Bootstrap CV 51, alpha = 0.01, R^2 train: 0.269, R^2 test: 0.372 Bootstrap CV 51, alpha = 0.1, R^2 train: 0.252, R^2 test: 0.322 best alpha via bootstrap CV: 0.001 AUC Train: 0.802, Explained Variance Score Train: 0.269 AUC Validation: 0.785, Explained Variance Score Validation: 0.381 AUC Test: 0.783, Explained Variance Score Test: 0.252 Bootstrap CV 50, alpha = 0.001, R^2 train: 0.354, R^2 test: 0.313 Bootstrap CV 50, alpha = 0.005, R^2 train: 0.354, R^2 test: 0.313 Bootstrap CV 50, alpha = 0.01, R^2 train: 0.354, R^2 test: 0.314 Bootstrap CV 50, alpha = 0.1, R^2 train: 0.343, R^2 test: 0.308 best alpha via bootstrap CV: 0.01 AUC Train: 0.840, Explained Variance Score Train: 0.354 AUC Validation: 0.697, Explained Variance Score Validation: 0.319 AUC Test: 0.783, Explained Variance Score Test: 0.253 Bootstrap CV 52, alpha = 0.001, R^2 train: 0.298, R^2 test: 0.198 Bootstrap CV 52, alpha = 0.005, R^2 train: 0.298, R^2 test: 0.199 Bootstrap CV 52, alpha = 0.01, R^2 train: 0.298, R^2 test: 0.200 Bootstrap CV 52, alpha = 0.1, R^2 train: 0.286, R^2 test: 0.205 best alpha via bootstrap CV: 0.01 AUC Train: 0.756, Explained Variance Score Train: 0.298 AUC Validation: 0.694, Explained Variance Score Validation: 0.202 AUC Test: 0.783, Explained Variance Score Test: 0.253 Bootstrap CV 53, alpha = 0.001, R^2 train: 0.280, R^2 test: 0.291 Bootstrap CV 53, alpha = 0.005, R^2 train: 0.280, R^2 test: 0.290 Bootstrap CV 53, alpha = 0.01, R^2 train: 0.280, R^2 test: 0.289 Bootstrap CV 53, alpha = 0.1, R^2 train: 0.266, R^2 test: 0.259 best alpha via bootstrap CV: 0.001 AUC Train: 0.801, Explained Variance Score Train: 0.280 AUC Validation: 0.743, Explained Variance Score Validation: 0.294 AUC Test: 0.783, Explained Variance Score Test: 0.255 Bootstrap CV 55, alpha = 0.001, R^2 train: 0.232, R^2 test: 0.315 Bootstrap CV 55, alpha = 0.005, R^2 train: 0.232, R^2 test: 0.315 Bootstrap CV 55, alpha = 0.01, R^2 train: 0.232, R^2 test: 0.314 Bootstrap CV 55, alpha = 0.1, R^2 train: 0.222, R^2 test: 0.295 best alpha via bootstrap CV: 0.001 AUC Train: 0.776, Explained Variance Score Train: 0.232 AUC Validation: 0.808, Explained Variance Score Validation: 0.390 AUC Test: 0.783, Explained Variance Score Test: 0.254 Bootstrap CV 56, alpha = 0.001, R^2 train: 0.271, R^2 test: 0.238 Bootstrap CV 56, alpha = 0.005, R^2 train: 0.271, R^2 test: 0.239 Bootstrap CV 56, alpha = 0.01, R^2 train: 0.271, R^2 test: 0.239 Bootstrap CV 56, alpha = 0.1, R^2 train: 0.260, R^2 test: 0.241 best alpha via bootstrap CV: 0.01 AUC Train: 0.740, Explained Variance Score Train: 0.271 AUC Validation: 0.816, Explained Variance Score Validation: 0.240 AUC Test: 0.783, Explained Variance Score Test: 0.255 Bootstrap CV 58, alpha = 0.001, R^2 train: 0.279, R^2 test: 0.196 Bootstrap CV 58, alpha = 0.005, R^2 train: 0.279, R^2 test: 0.195 Bootstrap CV 58, alpha = 0.01, R^2 train: 0.279, R^2 test: 0.194 Bootstrap CV 58, alpha = 0.1, R^2 train: 0.266, R^2 test: 0.169 best alpha via bootstrap CV: 0.005 AUC Train: 0.768, Explained Variance Score Train: 0.279 AUC Validation: 0.711, Explained Variance Score Validation: 0.206 AUC Test: 0.783, Explained Variance Score Test: 0.255 Bootstrap CV 49, alpha = 0.001, R^2 train: 0.307, R^2 test: 0.234 Bootstrap CV 49, alpha = 0.005, R^2 train: 0.307, R^2 test: 0.233 Bootstrap CV 49, alpha = 0.01, R^2 train: 0.307, R^2 test: 0.231 Bootstrap CV 49, alpha = 0.1, R^2 train: 0.292, R^2 test: 0.201 best alpha via bootstrap CV: 0.01 AUC Train: 0.750, Explained Variance Score Train: 0.307 AUC Validation: 0.727, Explained Variance Score Validation: 0.275 AUC Test: 0.783, Explained Variance Score Test: 0.255 Bootstrap CV 48, alpha = 0.001, R^2 train: 0.269, R^2 test: 0.285 Bootstrap CV 48, alpha = 0.005, R^2 train: 0.269, R^2 test: 0.287 Bootstrap CV 48, alpha = 0.01, R^2 train: 0.268, R^2 test: 0.288 Bootstrap CV 48, alpha = 0.1, R^2 train: 0.260, R^2 test: 0.299 best alpha via bootstrap CV: 0.01 AUC Train: 0.730, Explained Variance Score Train: 0.268 AUC Validation: 0.760, Explained Variance Score Validation: 0.289 AUC Test: 0.783, Explained Variance Score Test: 0.253 Bootstrap CV 60, alpha = 0.001, R^2 train: 0.246, R^2 test: 0.245 Bootstrap CV 60, alpha = 0.005, R^2 train: 0.246, R^2 test: 0.244 Bootstrap CV 60, alpha = 0.01, R^2 train: 0.246, R^2 test: 0.243 Bootstrap CV 60, alpha = 0.1, R^2 train: 0.232, R^2 test: 0.214 best alpha via bootstrap CV: 0.001 AUC Train: 0.746, Explained Variance Score Train: 0.246 AUC Validation: 0.697, Explained Variance Score Validation: 0.245 AUC Test: 0.783, Explained Variance Score Test: 0.251 Bootstrap CV 61, alpha = 0.001, R^2 train: 0.224, R^2 test: 0.277 Bootstrap CV 61, alpha = 0.005, R^2 train: 0.224, R^2 test: 0.276 Bootstrap CV 61, alpha = 0.01, R^2 train: 0.224, R^2 test: 0.275 Bootstrap CV 61, alpha = 0.1, R^2 train: 0.209, R^2 test: 0.245 best alpha via bootstrap CV: 0.001 AUC Train: 0.748, Explained Variance Score Train: 0.224 AUC Validation: 0.854, Explained Variance Score Validation: 0.277 AUC Test: 0.783, Explained Variance Score Test: 0.254 Bootstrap CV 54, alpha = 0.001, R^2 train: 0.220, R^2 test: 0.092 Bootstrap CV 54, alpha = 0.005, R^2 train: 0.220, R^2 test: 0.093 Bootstrap CV 54, alpha = 0.01, R^2 train: 0.220, R^2 test: 0.094 Bootstrap CV 54, alpha = 0.1, R^2 train: 0.209, R^2 test: 0.104 best alpha via bootstrap CV: 0.001 AUC Train: 0.760, Explained Variance Score Train: 0.220 AUC Validation: 0.654, Explained Variance Score Validation: 0.094 AUC Test: 0.783, Explained Variance Score Test: 0.253 Bootstrap CV 62, alpha = 0.001, R^2 train: 0.348, R^2 test: 0.177 Bootstrap CV 62, alpha = 0.005, R^2 train: 0.348, R^2 test: 0.179 Bootstrap CV 62, alpha = 0.01, R^2 train: 0.348, R^2 test: 0.180 Bootstrap CV 62, alpha = 0.1, R^2 train: 0.334, R^2 test: 0.196 best alpha via bootstrap CV: 0.01 AUC Train: 0.788, Explained Variance Score Train: 0.348 AUC Validation: 0.742, Explained Variance Score Validation: 0.197 AUC Test: 0.783, Explained Variance Score Test: 0.253 Bootstrap CV 59, alpha = 0.001, R^2 train: 0.278, R^2 test: 0.271 Bootstrap CV 59, alpha = 0.005, R^2 train: 0.278, R^2 test: 0.270 Bootstrap CV 59, alpha = 0.01, R^2 train: 0.278, R^2 test: 0.269 Bootstrap CV 59, alpha = 0.1, R^2 train: 0.266, R^2 test: 0.243 best alpha via bootstrap CV: 0.01 AUC Train: 0.837, Explained Variance Score Train: 0.278 AUC Validation: 0.796, Explained Variance Score Validation: 0.275 AUC Test: 0.783, Explained Variance Score Test: 0.255 Bootstrap CV 63, alpha = 0.001, R^2 train: 0.199, R^2 test: 0.278 Bootstrap CV 63, alpha = 0.005, R^2 train: 0.199, R^2 test: 0.278 Bootstrap CV 63, alpha = 0.01, R^2 train: 0.199, R^2 test: 0.277 Bootstrap CV 63, alpha = 0.1, R^2 train: 0.184, R^2 test: 0.251 best alpha via bootstrap CV: 0.001 AUC Train: 0.723, Explained Variance Score Train: 0.199 AUC Validation: 0.787, Explained Variance Score Validation: 0.279 AUC Test: 0.783, Explained Variance Score Test: 0.252 Running batch 5 of 7 with 16 nodes Bootstrap CV 73, alpha = 0.001, R^2 train: 0.376, R^2 test: 0.129 Bootstrap CV 73, alpha = 0.005, R^2 train: 0.376, R^2 test: 0.130 Bootstrap CV 73, alpha = 0.01, R^2 train: 0.376, R^2 test: 0.131 Bootstrap CV 73, alpha = 0.1, R^2 train: 0.365, R^2 test: 0.152 best alpha via bootstrap CV: 0.1 AUC Train: 0.786, Explained Variance Score Train: 0.365 AUC Validation: 0.761, Explained Variance Score Validation: 0.159 AUC Test: 0.783, Explained Variance Score Test: 0.254 Bootstrap CV 65, alpha = 0.001, R^2 train: 0.227, R^2 test: 0.226 Bootstrap CV 65, alpha = 0.005, R^2 train: 0.227, R^2 test: 0.226 Bootstrap CV 65, alpha = 0.01, R^2 train: 0.227, R^2 test: 0.226 Bootstrap CV 65, alpha = 0.1, R^2 train: 0.214, R^2 test: 0.212 best alpha via bootstrap CV: 0.001 AUC Train: 0.758, Explained Variance Score Train: 0.227 AUC Validation: 0.721, Explained Variance Score Validation: 0.229 AUC Test: 0.783, Explained Variance Score Test: 0.255 Bootstrap CV 67, alpha = 0.001, R^2 train: 0.310, R^2 test: 0.162 Bootstrap CV 67, alpha = 0.005, R^2 train: 0.310, R^2 test: 0.162 Bootstrap CV 67, alpha = 0.01, R^2 train: 0.310, R^2 test: 0.162 Bootstrap CV 67, alpha = 0.1, R^2 train: 0.295, R^2 test: 0.150 best alpha via bootstrap CV: 0.01 AUC Train: 0.746, Explained Variance Score Train: 0.310 AUC Validation: 0.700, Explained Variance Score Validation: 0.188 AUC Test: 0.783, Explained Variance Score Test: 0.255 Bootstrap CV 68, alpha = 0.001, R^2 train: 0.337, R^2 test: 0.148 Bootstrap CV 68, alpha = 0.005, R^2 train: 0.337, R^2 test: 0.150 Bootstrap CV 68, alpha = 0.01, R^2 train: 0.337, R^2 test: 0.152 Bootstrap CV 68, alpha = 0.1, R^2 train: 0.326, R^2 test: 0.174 best alpha via bootstrap CV: 0.1 AUC Train: 0.806, Explained Variance Score Train: 0.326 AUC Validation: 0.725, Explained Variance Score Validation: 0.183 AUC Test: 0.783, Explained Variance Score Test: 0.254 Bootstrap CV 69, alpha = 0.001, R^2 train: 0.276, R^2 test: 0.408 Bootstrap CV 69, alpha = 0.005, R^2 train: 0.276, R^2 test: 0.409 Bootstrap CV 69, alpha = 0.01, R^2 train: 0.276, R^2 test: 0.410 Bootstrap CV 69, alpha = 0.1, R^2 train: 0.264, R^2 test: 0.405 best alpha via bootstrap CV: 0.1 AUC Train: 0.799, Explained Variance Score Train: 0.264 AUC Validation: 0.790, Explained Variance Score Validation: 0.406 AUC Test: 0.783, Explained Variance Score Test: 0.254 Bootstrap CV 70, alpha = 0.001, R^2 train: 0.291, R^2 test: 0.327 Bootstrap CV 70, alpha = 0.005, R^2 train: 0.291, R^2 test: 0.326 Bootstrap CV 70, alpha = 0.01, R^2 train: 0.291, R^2 test: 0.325 Bootstrap CV 70, alpha = 0.1, R^2 train: 0.280, R^2 test: 0.295 best alpha via bootstrap CV: 0.01 AUC Train: 0.769, Explained Variance Score Train: 0.291 AUC Validation: 0.821, Explained Variance Score Validation: 0.329 AUC Test: 0.783, Explained Variance Score Test: 0.254 Bootstrap CV 71, alpha = 0.001, R^2 train: 0.318, R^2 test: 0.043 Bootstrap CV 71, alpha = 0.005, R^2 train: 0.318, R^2 test: 0.046 Bootstrap CV 71, alpha = 0.01, R^2 train: 0.318, R^2 test: 0.050 Bootstrap CV 71, alpha = 0.1, R^2 train: 0.305, R^2 test: 0.103 best alpha via bootstrap CV: 0.1 AUC Train: 0.782, Explained Variance Score Train: 0.305 AUC Validation: 0.670, Explained Variance Score Validation: 0.109 AUC Test: 0.783, Explained Variance Score Test: 0.253 Bootstrap CV 72, alpha = 0.001, R^2 train: 0.211, R^2 test: 0.381 Bootstrap CV 72, alpha = 0.005, R^2 train: 0.211, R^2 test: 0.380 Bootstrap CV 72, alpha = 0.01, R^2 train: 0.211, R^2 test: 0.379 Bootstrap CV 72, alpha = 0.1, R^2 train: 0.199, R^2 test: 0.340 best alpha via bootstrap CV: 0.01 AUC Train: 0.756, Explained Variance Score Train: 0.211 AUC Validation: 0.765, Explained Variance Score Validation: 0.380 AUC Test: 0.783, Explained Variance Score Test: 0.255 Bootstrap CV 64, alpha = 0.001, R^2 train: 0.326, R^2 test: 0.228 Bootstrap CV 64, alpha = 0.005, R^2 train: 0.326, R^2 test: 0.228 Bootstrap CV 64, alpha = 0.01, R^2 train: 0.326, R^2 test: 0.229 Bootstrap CV 64, alpha = 0.1, R^2 train: 0.316, R^2 test: 0.234 best alpha via bootstrap CV: 0.1 AUC Train: 0.814, Explained Variance Score Train: 0.316 AUC Validation: 0.738, Explained Variance Score Validation: 0.251 AUC Test: 0.783, Explained Variance Score Test: 0.255 Bootstrap CV 79, alpha = 0.001, R^2 train: 0.233, R^2 test: 0.140 Bootstrap CV 79, alpha = 0.005, R^2 train: 0.233, R^2 test: 0.141 Bootstrap CV 79, alpha = 0.01, R^2 train: 0.233, R^2 test: 0.142 Bootstrap CV 79, alpha = 0.1, R^2 train: 0.217, R^2 test: 0.151 best alpha via bootstrap CV: 0.001 AUC Train: 0.758, Explained Variance Score Train: 0.233 AUC Validation: 0.745, Explained Variance Score Validation: 0.147 AUC Test: 0.783, Explained Variance Score Test: 0.250 Bootstrap CV 66, alpha = 0.001, R^2 train: 0.199, R^2 test: 0.319 Bootstrap CV 66, alpha = 0.005, R^2 train: 0.199, R^2 test: 0.318 Bootstrap CV 66, alpha = 0.01, R^2 train: 0.199, R^2 test: 0.316 Bootstrap CV 66, alpha = 0.1, R^2 train: 0.183, R^2 test: 0.268 best alpha via bootstrap CV: 0.001 AUC Train: 0.765, Explained Variance Score Train: 0.199 AUC Validation: 0.794, Explained Variance Score Validation: 0.327 AUC Test: 0.783, Explained Variance Score Test: 0.250 Bootstrap CV 76, alpha = 0.001, R^2 train: 0.297, R^2 test: 0.293 Bootstrap CV 76, alpha = 0.005, R^2 train: 0.297, R^2 test: 0.295 Bootstrap CV 76, alpha = 0.01, R^2 train: 0.297, R^2 test: 0.296 Bootstrap CV 76, alpha = 0.1, R^2 train: 0.288, R^2 test: 0.314 best alpha via bootstrap CV: 0.1 AUC Train: 0.739, Explained Variance Score Train: 0.288 AUC Validation: 0.757, Explained Variance Score Validation: 0.353 AUC Test: 0.783, Explained Variance Score Test: 0.251 Bootstrap CV 74, alpha = 0.001, R^2 train: 0.221, R^2 test: 0.310 Bootstrap CV 74, alpha = 0.005, R^2 train: 0.221, R^2 test: 0.309 Bootstrap CV 74, alpha = 0.01, R^2 train: 0.221, R^2 test: 0.308 Bootstrap CV 74, alpha = 0.1, R^2 train: 0.206, R^2 test: 0.276 best alpha via bootstrap CV: 0.001 AUC Train: 0.734, Explained Variance Score Train: 0.221 AUC Validation: 0.724, Explained Variance Score Validation: 0.313 AUC Test: 0.783, Explained Variance Score Test: 0.254 Bootstrap CV 78, alpha = 0.001, R^2 train: 0.262, R^2 test: 0.284 Bootstrap CV 78, alpha = 0.005, R^2 train: 0.262, R^2 test: 0.283 Bootstrap CV 78, alpha = 0.01, R^2 train: 0.262, R^2 test: 0.282 Bootstrap CV 78, alpha = 0.1, R^2 train: 0.252, R^2 test: 0.254 best alpha via bootstrap CV: 0.001 AUC Train: 0.772, Explained Variance Score Train: 0.262 AUC Validation: 0.805, Explained Variance Score Validation: 0.297 AUC Test: 0.783, Explained Variance Score Test: 0.255 Bootstrap CV 75, alpha = 0.001, R^2 train: 0.249, R^2 test: 0.279 Bootstrap CV 75, alpha = 0.005, R^2 train: 0.249, R^2 test: 0.279 Bootstrap CV 75, alpha = 0.01, R^2 train: 0.249, R^2 test: 0.279 Bootstrap CV 75, alpha = 0.1, R^2 train: 0.236, R^2 test: 0.263 best alpha via bootstrap CV: 0.001 AUC Train: 0.781, Explained Variance Score Train: 0.249 AUC Validation: 0.793, Explained Variance Score Validation: 0.283 AUC Test: 0.783, Explained Variance Score Test: 0.255 Bootstrap CV 77, alpha = 0.001, R^2 train: 0.242, R^2 test: 0.332 Bootstrap CV 77, alpha = 0.005, R^2 train: 0.242, R^2 test: 0.332 Bootstrap CV 77, alpha = 0.01, R^2 train: 0.242, R^2 test: 0.333 Bootstrap CV 77, alpha = 0.1, R^2 train: 0.232, R^2 test: 0.328 best alpha via bootstrap CV: 0.01 AUC Train: 0.717, Explained Variance Score Train: 0.242 AUC Validation: 0.750, Explained Variance Score Validation: 0.334 AUC Test: 0.783, Explained Variance Score Test: 0.254 Running batch 6 of 7 with 16 nodes Bootstrap CV 86, alpha = 0.001, R^2 train: 0.306, R^2 test: 0.221 Bootstrap CV 86, alpha = 0.005, R^2 train: 0.306, R^2 test: 0.221 Bootstrap CV 86, alpha = 0.01, R^2 train: 0.306, R^2 test: 0.222 Bootstrap CV 86, alpha = 0.1, R^2 train: 0.297, R^2 test: 0.224 best alpha via bootstrap CV: 0.1 AUC Train: 0.753, Explained Variance Score Train: 0.297 AUC Validation: 0.690, Explained Variance Score Validation: 0.258 AUC Test: 0.783, Explained Variance Score Test: 0.254 Bootstrap CV 89, alpha = 0.001, R^2 train: 0.319, R^2 test: 0.341 Bootstrap CV 89, alpha = 0.005, R^2 train: 0.319, R^2 test: 0.341 Bootstrap CV 89, alpha = 0.01, R^2 train: 0.319, R^2 test: 0.341 Bootstrap CV 89, alpha = 0.1, R^2 train: 0.307, R^2 test: 0.332 best alpha via bootstrap CV: 0.1 AUC Train: 0.751, Explained Variance Score Train: 0.307 AUC Validation: 0.834, Explained Variance Score Validation: 0.341 AUC Test: 0.783, Explained Variance Score Test: 0.254 Bootstrap CV 90, alpha = 0.001, R^2 train: 0.322, R^2 test: 0.268 Bootstrap CV 90, alpha = 0.005, R^2 train: 0.322, R^2 test: 0.269 Bootstrap CV 90, alpha = 0.01, R^2 train: 0.322, R^2 test: 0.270 Bootstrap CV 90, alpha = 0.1, R^2 train: 0.313, R^2 test: 0.277 best alpha via bootstrap CV: 0.1 AUC Train: 0.770, Explained Variance Score Train: 0.313 AUC Validation: 0.773, Explained Variance Score Validation: 0.282 AUC Test: 0.783, Explained Variance Score Test: 0.254 Bootstrap CV 85, alpha = 0.001, R^2 train: 0.290, R^2 test: 0.314 Bootstrap CV 85, alpha = 0.005, R^2 train: 0.290, R^2 test: 0.313 Bootstrap CV 85, alpha = 0.01, R^2 train: 0.290, R^2 test: 0.311 Bootstrap CV 85, alpha = 0.1, R^2 train: 0.274, R^2 test: 0.267 best alpha via bootstrap CV: 0.01 AUC Train: 0.746, Explained Variance Score Train: 0.290 AUC Validation: 0.817, Explained Variance Score Validation: 0.382 AUC Test: 0.783, Explained Variance Score Test: 0.255 Bootstrap CV 82, alpha = 0.001, R^2 train: 0.244, R^2 test: 0.186 Bootstrap CV 82, alpha = 0.005, R^2 train: 0.244, R^2 test: 0.187 Bootstrap CV 82, alpha = 0.01, R^2 train: 0.244, R^2 test: 0.187 Bootstrap CV 82, alpha = 0.1, R^2 train: 0.231, R^2 test: 0.186 best alpha via bootstrap CV: 0.005 AUC Train: 0.773, Explained Variance Score Train: 0.244 AUC Validation: 0.719, Explained Variance Score Validation: 0.187 AUC Test: 0.783, Explained Variance Score Test: 0.255 Bootstrap CV 83, alpha = 0.001, R^2 train: 0.146, R^2 test: 0.200 Bootstrap CV 83, alpha = 0.005, R^2 train: 0.146, R^2 test: 0.199 Bootstrap CV 83, alpha = 0.01, R^2 train: 0.146, R^2 test: 0.198 Bootstrap CV 83, alpha = 0.1, R^2 train: 0.129, R^2 test: 0.160 best alpha via bootstrap CV: 0.001 AUC Train: 0.588, Explained Variance Score Train: 0.146 AUC Validation: 0.654, Explained Variance Score Validation: 0.200 AUC Test: 0.783, Explained Variance Score Test: 0.234 Bootstrap CV 88, alpha = 0.001, R^2 train: 0.285, R^2 test: 0.193 Bootstrap CV 88, alpha = 0.005, R^2 train: 0.285, R^2 test: 0.194 Bootstrap CV 88, alpha = 0.01, R^2 train: 0.284, R^2 test: 0.194 Bootstrap CV 88, alpha = 0.1, R^2 train: 0.268, R^2 test: 0.192 best alpha via bootstrap CV: 0.01 AUC Train: 0.789, Explained Variance Score Train: 0.284 AUC Validation: 0.660, Explained Variance Score Validation: 0.195 AUC Test: 0.783, Explained Variance Score Test: 0.254 Bootstrap CV 84, alpha = 0.001, R^2 train: 0.232, R^2 test: 0.291 Bootstrap CV 84, alpha = 0.005, R^2 train: 0.232, R^2 test: 0.290 Bootstrap CV 84, alpha = 0.01, R^2 train: 0.232, R^2 test: 0.289 Bootstrap CV 84, alpha = 0.1, R^2 train: 0.215, R^2 test: 0.252 best alpha via bootstrap CV: 0.001 AUC Train: 0.770, Explained Variance Score Train: 0.232 AUC Validation: 0.680, Explained Variance Score Validation: 0.291 AUC Test: 0.783, Explained Variance Score Test: 0.254 Bootstrap CV 81, alpha = 0.001, R^2 train: 0.295, R^2 test: 0.409 Bootstrap CV 81, alpha = 0.005, R^2 train: 0.295, R^2 test: 0.409 Bootstrap CV 81, alpha = 0.01, R^2 train: 0.295, R^2 test: 0.409 Bootstrap CV 81, alpha = 0.1, R^2 train: 0.288, R^2 test: 0.396 best alpha via bootstrap CV: 0.1 AUC Train: 0.741, Explained Variance Score Train: 0.288 AUC Validation: 0.799, Explained Variance Score Validation: 0.427 AUC Test: 0.783, Explained Variance Score Test: 0.255 Bootstrap CV 87, alpha = 0.001, R^2 train: 0.246, R^2 test: 0.319 Bootstrap CV 87, alpha = 0.005, R^2 train: 0.246, R^2 test: 0.318 Bootstrap CV 87, alpha = 0.01, R^2 train: 0.246, R^2 test: 0.318 Bootstrap CV 87, alpha = 0.1, R^2 train: 0.237, R^2 test: 0.304 best alpha via bootstrap CV: 0.01 AUC Train: 0.793, Explained Variance Score Train: 0.246 AUC Validation: 0.794, Explained Variance Score Validation: 0.319 AUC Test: 0.783, Explained Variance Score Test: 0.254 Bootstrap CV 80, alpha = 0.001, R^2 train: 0.273, R^2 test: 0.252 Bootstrap CV 80, alpha = 0.005, R^2 train: 0.273, R^2 test: 0.252 Bootstrap CV 80, alpha = 0.01, R^2 train: 0.273, R^2 test: 0.251 Bootstrap CV 80, alpha = 0.1, R^2 train: 0.261, R^2 test: 0.231 best alpha via bootstrap CV: 0.01 AUC Train: 0.782, Explained Variance Score Train: 0.273 AUC Validation: 0.661, Explained Variance Score Validation: 0.252 AUC Test: 0.783, Explained Variance Score Test: 0.255 Bootstrap CV 92, alpha = 0.001, R^2 train: 0.267, R^2 test: 0.311 Bootstrap CV 92, alpha = 0.005, R^2 train: 0.267, R^2 test: 0.310 Bootstrap CV 92, alpha = 0.01, R^2 train: 0.267, R^2 test: 0.309 Bootstrap CV 92, alpha = 0.1, R^2 train: 0.255, R^2 test: 0.281 best alpha via bootstrap CV: 0.001 AUC Train: 0.796, Explained Variance Score Train: 0.267 AUC Validation: 0.764, Explained Variance Score Validation: 0.317 AUC Test: 0.783, Explained Variance Score Test: 0.254 Bootstrap CV 94, alpha = 0.001, R^2 train: 0.249, R^2 test: 0.229 Bootstrap CV 94, alpha = 0.005, R^2 train: 0.249, R^2 test: 0.229 Bootstrap CV 94, alpha = 0.01, R^2 train: 0.249, R^2 test: 0.228 Bootstrap CV 94, alpha = 0.1, R^2 train: 0.238, R^2 test: 0.208 best alpha via bootstrap CV: 0.01 AUC Train: 0.681, Explained Variance Score Train: 0.249 AUC Validation: 0.754, Explained Variance Score Validation: 0.237 AUC Test: 0.783, Explained Variance Score Test: 0.254 Bootstrap CV 93, alpha = 0.001, R^2 train: 0.280, R^2 test: 0.253 Bootstrap CV 93, alpha = 0.005, R^2 train: 0.279, R^2 test: 0.254 Bootstrap CV 93, alpha = 0.01, R^2 train: 0.279, R^2 test: 0.255 Bootstrap CV 93, alpha = 0.1, R^2 train: 0.267, R^2 test: 0.260 best alpha via bootstrap CV: 0.01 AUC Train: 0.833, Explained Variance Score Train: 0.279 AUC Validation: 0.755, Explained Variance Score Validation: 0.262 AUC Test: 0.783, Explained Variance Score Test: 0.255 Bootstrap CV 95, alpha = 0.001, R^2 train: 0.342, R^2 test: 0.136 Bootstrap CV 95, alpha = 0.005, R^2 train: 0.342, R^2 test: 0.138 Bootstrap CV 95, alpha = 0.01, R^2 train: 0.342, R^2 test: 0.140 Bootstrap CV 95, alpha = 0.1, R^2 train: 0.331, R^2 test: 0.167 best alpha via bootstrap CV: 0.1 AUC Train: 0.819, Explained Variance Score Train: 0.331 AUC Validation: 0.705, Explained Variance Score Validation: 0.167 AUC Test: 0.783, Explained Variance Score Test: 0.255 Bootstrap CV 91, alpha = 0.001, R^2 train: 0.208, R^2 test: 0.202 Bootstrap CV 91, alpha = 0.005, R^2 train: 0.208, R^2 test: 0.201 Bootstrap CV 91, alpha = 0.01, R^2 train: 0.208, R^2 test: 0.200 Bootstrap CV 91, alpha = 0.1, R^2 train: 0.197, R^2 test: 0.175 best alpha via bootstrap CV: 0.001 AUC Train: 0.755, Explained Variance Score Train: 0.208 AUC Validation: 0.693, Explained Variance Score Validation: 0.202 AUC Test: 0.783, Explained Variance Score Test: 0.241 Running batch 7 of 7 with 4 nodes Bootstrap CV 97, alpha = 0.001, R^2 train: 0.253, R^2 test: 0.203 Bootstrap CV 97, alpha = 0.005, R^2 train: 0.253, R^2 test: 0.204 Bootstrap CV 97, alpha = 0.01, R^2 train: 0.253, R^2 test: 0.205 Bootstrap CV 97, alpha = 0.1, R^2 train: 0.240, R^2 test: 0.217 best alpha via bootstrap CV: 0.001 AUC Train: 0.770, Explained Variance Score Train: 0.253 AUC Validation: 0.755, Explained Variance Score Validation: 0.223 AUC Test: 0.783, Explained Variance Score Test: 0.255 Bootstrap CV 99, alpha = 0.001, R^2 train: 0.229, R^2 test: 0.275 Bootstrap CV 99, alpha = 0.005, R^2 train: 0.229, R^2 test: 0.274 Bootstrap CV 99, alpha = 0.01, R^2 train: 0.229, R^2 test: 0.274 Bootstrap CV 99, alpha = 0.1, R^2 train: 0.220, R^2 test: 0.260 best alpha via bootstrap CV: 0.01 AUC Train: 0.693, Explained Variance Score Train: 0.229 AUC Validation: 0.710, Explained Variance Score Validation: 0.274 AUC Test: 0.783, Explained Variance Score Test: 0.254 Bootstrap CV 96, alpha = 0.001, R^2 train: 0.366, R^2 test: 0.120 Bootstrap CV 96, alpha = 0.005, R^2 train: 0.366, R^2 test: 0.122 Bootstrap CV 96, alpha = 0.01, R^2 train: 0.366, R^2 test: 0.125 Bootstrap CV 96, alpha = 0.1, R^2 train: 0.358, R^2 test: 0.170 best alpha via bootstrap CV: 0.1 AUC Train: 0.764, Explained Variance Score Train: 0.358 AUC Validation: 0.649, Explained Variance Score Validation: 0.170 AUC Test: 0.783, Explained Variance Score Test: 0.242 Bootstrap CV 98, alpha = 0.001, R^2 train: 0.304, R^2 test: 0.327 Bootstrap CV 98, alpha = 0.005, R^2 train: 0.304, R^2 test: 0.326 Bootstrap CV 98, alpha = 0.01, R^2 train: 0.304, R^2 test: 0.324 Bootstrap CV 98, alpha = 0.1, R^2 train: 0.289, R^2 test: 0.287 best alpha via bootstrap CV: 0.01 AUC Train: 0.731, Explained Variance Score Train: 0.304 AUC Validation: 0.783, Explained Variance Score Validation: 0.325 AUC Test: 0.783, Explained Variance Score Test: 0.254 total Variables 1 and total subjects: 1698 ->AUC validation: 0.751 95% CI: [0.740 , 0.762] ->AUC test: 0.783 95% CI: [0.783 , 0.783] ->R^2 validation: 0.262 95% CI: [0.248 , 0.276] ->R^2 test: 0.253 95% CI: [0.252 , 0.254] ->Explained Variance validation: 0.253 95% CI: [0.239 , 0.267] ->Explained Variance test: 0.246 95% CI: [0.244 , 0.248] Test set metrics: @threshold:2.655, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:1.655, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:1.534, sens:0.000, spec:0.996, ppv:0.000, acc:0.835, f1:0.000, mcc:-0.026, total+:1, total-:338 @threshold:1.473, sens:0.018, spec:0.996, ppv:0.500, acc:0.838, f1:0.035, mcc:0.077, total+:2, total-:337 @threshold:1.447, sens:0.018, spec:0.993, ppv:0.333, acc:0.835, f1:0.034, mcc:0.024, total+:3, total-:336 @threshold:1.365, sens:0.036, spec:0.993, ppv:0.500, acc:0.838, f1:0.068, mcc:0.055, total+:4, total-:335 @threshold:1.171, sens:0.145, spec:0.989, ppv:0.727, acc:0.853, f1:0.242, mcc:0.102, total+:11, total-:328 @threshold:1.047, sens:0.164, spec:0.986, ppv:0.692, acc:0.853, f1:0.265, mcc:0.078, total+:13, total-:326 @threshold:1.014, sens:0.182, spec:0.982, ppv:0.667, acc:0.853, f1:0.286, mcc:0.064, total+:15, total-:324 @threshold:0.978, sens:0.200, spec:0.979, ppv:0.647, acc:0.853, f1:0.306, mcc:0.055, total+:17, total-:322 @threshold:0.888, sens:0.200, spec:0.975, ppv:0.611, acc:0.850, f1:0.301, mcc:0.045, total+:18, total-:321 @threshold:0.886, sens:0.218, spec:0.975, ppv:0.632, acc:0.853, f1:0.324, mcc:0.048, total+:19, total-:320 @threshold:0.871, sens:0.218, spec:0.972, ppv:0.600, acc:0.850, f1:0.320, mcc:0.041, total+:20, total-:319 @threshold:0.754, sens:0.236, spec:0.958, ppv:0.520, acc:0.841, f1:0.325, mcc:0.025, total+:25, total-:314 @threshold:0.751, sens:0.236, spec:0.954, ppv:0.500, acc:0.838, f1:0.321, mcc:0.022, total+:26, total-:313 @threshold:0.739, sens:0.255, spec:0.954, ppv:0.519, acc:0.841, f1:0.341, mcc:0.024, total+:27, total-:312 @threshold:0.689, sens:0.255, spec:0.951, ppv:0.500, acc:0.838, f1:0.337, mcc:0.022, total+:28, total-:311 @threshold:0.679, sens:0.273, spec:0.944, ppv:0.484, acc:0.835, f1:0.349, mcc:0.019, total+:31, total-:308 @threshold:0.621, sens:0.291, spec:0.933, ppv:0.457, acc:0.829, f1:0.356, mcc:0.016, total+:35, total-:304 @threshold:0.620, sens:0.291, spec:0.930, ppv:0.444, acc:0.826, f1:0.352, mcc:0.015, total+:36, total-:303 @threshold:0.619, sens:0.309, spec:0.930, ppv:0.459, acc:0.829, f1:0.370, mcc:0.016, total+:37, total-:302 @threshold:0.605, sens:0.327, spec:0.923, ppv:0.450, acc:0.826, f1:0.379, mcc:0.014, total+:40, total-:299 @threshold:0.598, sens:0.327, spec:0.919, ppv:0.439, acc:0.823, f1:0.375, mcc:0.013, total+:41, total-:298 @threshold:0.587, sens:0.345, spec:0.919, ppv:0.452, acc:0.826, f1:0.392, mcc:0.014, total+:42, total-:297 @threshold:0.579, sens:0.364, spec:0.915, ppv:0.455, acc:0.826, f1:0.404, mcc:0.014, total+:44, total-:295 @threshold:0.576, sens:0.382, spec:0.915, ppv:0.467, acc:0.829, f1:0.420, mcc:0.015, total+:45, total-:294 @threshold:0.561, sens:0.382, spec:0.908, ppv:0.447, acc:0.823, f1:0.412, mcc:0.013, total+:47, total-:292 @threshold:0.519, sens:0.400, spec:0.905, ppv:0.449, acc:0.823, f1:0.423, mcc:0.013, total+:49, total-:290 @threshold:0.517, sens:0.400, spec:0.901, ppv:0.440, acc:0.820, f1:0.419, mcc:0.013, total+:50, total-:289 @threshold:0.494, sens:0.418, spec:0.901, ppv:0.451, acc:0.823, f1:0.434, mcc:0.013, total+:51, total-:288 @threshold:0.464, sens:0.473, spec:0.898, ppv:0.473, acc:0.829, f1:0.473, mcc:0.014, total+:55, total-:284 @threshold:0.438, sens:0.491, spec:0.894, ppv:0.474, acc:0.829, f1:0.482, mcc:0.014, total+:57, total-:282 @threshold:0.435, sens:0.491, spec:0.891, ppv:0.466, acc:0.826, f1:0.478, mcc:0.013, total+:58, total-:281 @threshold:0.430, sens:0.509, spec:0.887, ppv:0.467, acc:0.826, f1:0.487, mcc:0.013, total+:60, total-:279 @threshold:0.430, sens:0.509, spec:0.884, ppv:0.459, acc:0.823, f1:0.483, mcc:0.013, total+:61, total-:278 @threshold:0.422, sens:0.509, spec:0.877, ppv:0.444, acc:0.817, f1:0.475, mcc:0.012, total+:63, total-:276 @threshold:0.410, sens:0.527, spec:0.877, ppv:0.453, acc:0.820, f1:0.487, mcc:0.012, total+:64, total-:275 @threshold:0.377, sens:0.545, spec:0.863, ppv:0.435, acc:0.811, f1:0.484, mcc:0.011, total+:69, total-:270 @threshold:0.369, sens:0.545, spec:0.859, ppv:0.429, acc:0.808, f1:0.480, mcc:0.010, total+:70, total-:269 @threshold:0.357, sens:0.564, spec:0.856, ppv:0.431, acc:0.808, f1:0.488, mcc:0.010, total+:72, total-:267 @threshold:0.341, sens:0.564, spec:0.852, ppv:0.425, acc:0.805, f1:0.484, mcc:0.010, total+:73, total-:266 @threshold:0.334, sens:0.564, spec:0.842, ppv:0.408, acc:0.796, f1:0.473, mcc:0.009, total+:76, total-:263 @threshold:0.308, sens:0.582, spec:0.838, ppv:0.410, acc:0.796, f1:0.481, mcc:0.009, total+:78, total-:261 @threshold:0.304, sens:0.582, spec:0.827, ppv:0.395, acc:0.788, f1:0.471, mcc:0.008, total+:81, total-:258 @threshold:0.301, sens:0.582, spec:0.824, ppv:0.390, acc:0.785, f1:0.467, mcc:0.008, total+:82, total-:257 @threshold:0.295, sens:0.600, spec:0.824, ppv:0.398, acc:0.788, f1:0.478, mcc:0.008, total+:83, total-:256 @threshold:0.295, sens:0.600, spec:0.817, ppv:0.388, acc:0.782, f1:0.471, mcc:0.008, total+:85, total-:254 @threshold:0.292, sens:0.600, spec:0.813, ppv:0.384, acc:0.779, f1:0.468, mcc:0.008, total+:86, total-:253 @threshold:0.272, sens:0.600, spec:0.799, ppv:0.367, acc:0.767, f1:0.455, mcc:0.007, total+:90, total-:249 @threshold:0.257, sens:0.636, spec:0.796, ppv:0.376, acc:0.770, f1:0.473, mcc:0.007, total+:93, total-:246 @threshold:0.245, sens:0.655, spec:0.796, ppv:0.383, acc:0.773, f1:0.483, mcc:0.007, total+:94, total-:245 @threshold:0.237, sens:0.655, spec:0.785, ppv:0.371, acc:0.764, f1:0.474, mcc:0.007, total+:97, total-:242 @threshold:0.225, sens:0.655, spec:0.778, ppv:0.364, acc:0.758, f1:0.468, mcc:0.007, total+:99, total-:240 @threshold:0.199, sens:0.655, spec:0.768, ppv:0.353, acc:0.749, f1:0.459, mcc:0.006, total+:102, total-:237 @threshold:0.170, sens:0.655, spec:0.754, ppv:0.340, acc:0.737, f1:0.447, mcc:0.006, total+:106, total-:233 @threshold:0.168, sens:0.655, spec:0.750, ppv:0.336, acc:0.735, f1:0.444, mcc:0.005, total+:107, total-:232 @threshold:0.161, sens:0.655, spec:0.743, ppv:0.330, acc:0.729, f1:0.439, mcc:0.005, total+:109, total-:230 @threshold:0.154, sens:0.655, spec:0.739, ppv:0.327, acc:0.726, f1:0.436, mcc:0.005, total+:110, total-:229 @threshold:0.154, sens:0.673, spec:0.739, ppv:0.333, acc:0.729, f1:0.446, mcc:0.005, total+:111, total-:228 @threshold:0.115, sens:0.673, spec:0.704, ppv:0.306, acc:0.699, f1:0.420, mcc:0.004, total+:121, total-:218 @threshold:0.100, sens:0.673, spec:0.701, ppv:0.303, acc:0.696, f1:0.418, mcc:0.004, total+:122, total-:217 @threshold:0.099, sens:0.673, spec:0.694, ppv:0.298, acc:0.690, f1:0.413, mcc:0.004, total+:124, total-:215 @threshold:0.095, sens:0.691, spec:0.694, ppv:0.304, acc:0.693, f1:0.422, mcc:0.004, total+:125, total-:214 @threshold:0.087, sens:0.691, spec:0.680, ppv:0.295, acc:0.681, f1:0.413, mcc:0.004, total+:129, total-:210 @threshold:0.082, sens:0.709, spec:0.673, ppv:0.295, acc:0.678, f1:0.417, mcc:0.004, total+:132, total-:207 @threshold:0.077, sens:0.727, spec:0.669, ppv:0.299, acc:0.678, f1:0.423, mcc:0.004, total+:134, total-:205 @threshold:0.057, sens:0.727, spec:0.655, ppv:0.290, acc:0.667, f1:0.415, mcc:0.004, total+:138, total-:201 @threshold:0.055, sens:0.727, spec:0.651, ppv:0.288, acc:0.664, f1:0.412, mcc:0.004, total+:139, total-:200 @threshold:0.054, sens:0.727, spec:0.634, ppv:0.278, acc:0.649, f1:0.402, mcc:0.003, total+:144, total-:195 @threshold:0.046, sens:0.727, spec:0.630, ppv:0.276, acc:0.646, f1:0.400, mcc:0.003, total+:145, total-:194 @threshold:0.035, sens:0.727, spec:0.620, ppv:0.270, acc:0.637, f1:0.394, mcc:0.003, total+:148, total-:191 @threshold:0.029, sens:0.727, spec:0.616, ppv:0.268, acc:0.634, f1:0.392, mcc:0.003, total+:149, total-:190 @threshold:0.029, sens:0.745, spec:0.616, ppv:0.273, acc:0.637, f1:0.400, mcc:0.003, total+:150, total-:189 @threshold:0.010, sens:0.745, spec:0.613, ppv:0.272, acc:0.634, f1:0.398, mcc:0.003, total+:151, total-:188 @threshold:-0.017, sens:0.764, spec:0.606, ppv:0.273, acc:0.631, f1:0.402, mcc:0.003, total+:154, total-:185 @threshold:-0.022, sens:0.782, spec:0.606, ppv:0.277, acc:0.634, f1:0.410, mcc:0.003, total+:155, total-:184 @threshold:-0.024, sens:0.782, spec:0.602, ppv:0.276, acc:0.631, f1:0.408, mcc:0.003, total+:156, total-:183 @threshold:-0.029, sens:0.836, spec:0.563, ppv:0.271, acc:0.608, f1:0.409, mcc:0.003, total+:170, total-:169 @threshold:-0.030, sens:0.855, spec:0.563, ppv:0.275, acc:0.611, f1:0.416, mcc:0.003, total+:171, total-:168 @threshold:-0.042, sens:0.855, spec:0.560, ppv:0.273, acc:0.608, f1:0.414, mcc:0.003, total+:172, total-:167 @threshold:-0.043, sens:0.855, spec:0.546, ppv:0.267, acc:0.596, f1:0.407, mcc:0.003, total+:176, total-:163 @threshold:-0.043, sens:0.873, spec:0.542, ppv:0.270, acc:0.596, f1:0.412, mcc:0.003, total+:178, total-:161 @threshold:-0.043, sens:0.873, spec:0.535, ppv:0.267, acc:0.590, f1:0.409, mcc:0.003, total+:180, total-:159 @threshold:-0.047, sens:0.873, spec:0.514, ppv:0.258, acc:0.572, f1:0.398, mcc:0.003, total+:186, total-:153 @threshold:-0.063, sens:0.873, spec:0.511, ppv:0.257, acc:0.569, f1:0.397, mcc:0.003, total+:187, total-:152 @threshold:-0.088, sens:0.873, spec:0.500, ppv:0.253, acc:0.560, f1:0.392, mcc:0.003, total+:190, total-:149 @threshold:-0.094, sens:0.873, spec:0.489, ppv:0.249, acc:0.552, f1:0.387, mcc:0.003, total+:193, total-:146 @threshold:-0.105, sens:0.873, spec:0.486, ppv:0.247, acc:0.549, f1:0.386, mcc:0.003, total+:194, total-:145 @threshold:-0.106, sens:0.873, spec:0.468, ppv:0.241, acc:0.534, f1:0.378, mcc:0.003, total+:199, total-:140 @threshold:-0.128, sens:0.873, spec:0.465, ppv:0.240, acc:0.531, f1:0.376, mcc:0.003, total+:200, total-:139 @threshold:-0.136, sens:0.891, spec:0.465, ppv:0.244, acc:0.534, f1:0.383, mcc:0.003, total+:201, total-:138 @threshold:-0.136, sens:0.891, spec:0.454, ppv:0.240, acc:0.525, f1:0.378, mcc:0.003, total+:204, total-:135 @threshold:-0.177, sens:0.891, spec:0.430, ppv:0.232, acc:0.504, f1:0.368, mcc:0.002, total+:211, total-:128 @threshold:-0.179, sens:0.891, spec:0.426, ppv:0.231, acc:0.501, f1:0.367, mcc:0.002, total+:212, total-:127 @threshold:-0.189, sens:0.891, spec:0.415, ppv:0.228, acc:0.493, f1:0.363, mcc:0.002, total+:215, total-:124 @threshold:-0.193, sens:0.891, spec:0.412, ppv:0.227, acc:0.490, f1:0.362, mcc:0.002, total+:216, total-:123 @threshold:-0.212, sens:0.909, spec:0.408, ppv:0.229, acc:0.490, f1:0.366, mcc:0.002, total+:218, total-:121 @threshold:-0.215, sens:0.909, spec:0.405, ppv:0.228, acc:0.487, f1:0.365, mcc:0.002, total+:219, total-:120 @threshold:-0.241, sens:0.927, spec:0.394, ppv:0.229, acc:0.481, f1:0.367, mcc:0.002, total+:223, total-:116 @threshold:-0.250, sens:0.927, spec:0.391, ppv:0.228, acc:0.478, f1:0.366, mcc:0.002, total+:224, total-:115 @threshold:-0.266, sens:0.945, spec:0.370, ppv:0.225, acc:0.463, f1:0.364, mcc:0.002, total+:231, total-:108 @threshold:-0.267, sens:0.945, spec:0.366, ppv:0.224, acc:0.460, f1:0.362, mcc:0.002, total+:232, total-:107 @threshold:-0.268, sens:0.964, spec:0.366, ppv:0.227, acc:0.463, f1:0.368, mcc:0.002, total+:233, total-:106 @threshold:-0.275, sens:0.964, spec:0.356, ppv:0.225, acc:0.454, f1:0.364, mcc:0.002, total+:236, total-:103 @threshold:-0.282, sens:0.964, spec:0.352, ppv:0.224, acc:0.451, f1:0.363, mcc:0.002, total+:237, total-:102 @threshold:-0.318, sens:0.964, spec:0.335, ppv:0.219, acc:0.437, f1:0.357, mcc:0.002, total+:242, total-:97 @threshold:-0.322, sens:0.964, spec:0.331, ppv:0.218, acc:0.434, f1:0.356, mcc:0.002, total+:243, total-:96 @threshold:-0.324, sens:0.964, spec:0.324, ppv:0.216, acc:0.428, f1:0.353, mcc:0.002, total+:245, total-:94 @threshold:-0.337, sens:0.964, spec:0.320, ppv:0.215, acc:0.425, f1:0.352, mcc:0.002, total+:246, total-:93 @threshold:-0.399, sens:0.964, spec:0.292, ppv:0.209, acc:0.401, f1:0.343, mcc:0.002, total+:254, total-:85 @threshold:-0.406, sens:0.964, spec:0.289, ppv:0.208, acc:0.398, f1:0.342, mcc:0.002, total+:255, total-:84 @threshold:-0.438, sens:0.964, spec:0.268, ppv:0.203, acc:0.381, f1:0.335, mcc:0.002, total+:261, total-:78 @threshold:-0.469, sens:0.964, spec:0.264, ppv:0.202, acc:0.378, f1:0.334, mcc:0.002, total+:262, total-:77 @threshold:-0.539, sens:0.964, spec:0.229, ppv:0.195, acc:0.348, f1:0.324, mcc:0.002, total+:272, total-:67 @threshold:-0.550, sens:0.964, spec:0.225, ppv:0.194, acc:0.345, f1:0.323, mcc:0.002, total+:273, total-:66 @threshold:-0.560, sens:0.964, spec:0.211, ppv:0.191, acc:0.333, f1:0.319, mcc:0.002, total+:277, total-:62 @threshold:-0.563, sens:0.964, spec:0.208, ppv:0.191, acc:0.330, f1:0.318, mcc:0.002, total+:278, total-:61 @threshold:-0.626, sens:0.982, spec:0.187, ppv:0.189, acc:0.316, f1:0.318, mcc:0.002, total+:285, total-:54 @threshold:-0.629, sens:0.982, spec:0.183, ppv:0.189, acc:0.313, f1:0.317, mcc:0.002, total+:286, total-:53 @threshold:-0.641, sens:0.982, spec:0.169, ppv:0.186, acc:0.301, f1:0.313, mcc:0.002, total+:290, total-:49 @threshold:-0.647, sens:0.982, spec:0.165, ppv:0.186, acc:0.298, f1:0.312, mcc:0.002, total+:291, total-:48 @threshold:-0.665, sens:0.982, spec:0.151, ppv:0.183, acc:0.286, f1:0.309, mcc:0.002, total+:295, total-:44 @threshold:-0.672, sens:0.982, spec:0.148, ppv:0.182, acc:0.283, f1:0.308, mcc:0.002, total+:296, total-:43 @threshold:-0.673, sens:1.000, spec:0.148, ppv:0.185, acc:0.286, f1:0.312, mcc:0.002, total+:297, total-:42 @threshold:-0.701, sens:1.000, spec:0.144, ppv:0.185, acc:0.283, f1:0.312, mcc:0.002, total+:298, total-:41 @threshold:-0.754, sens:1.000, spec:0.116, ppv:0.180, acc:0.260, f1:0.305, mcc:0.002, total+:306, total-:33 @threshold:-0.760, sens:1.000, spec:0.106, ppv:0.178, acc:0.251, f1:0.302, mcc:0.002, total+:309, total-:30 @threshold:-0.765, sens:1.000, spec:0.099, ppv:0.177, acc:0.245, f1:0.301, mcc:0.002, total+:311, total-:28 @threshold:-0.774, sens:1.000, spec:0.095, ppv:0.176, acc:0.242, f1:0.300, mcc:0.002, total+:312, total-:27 @threshold:-1.120, sens:1.000, spec:0.035, ppv:0.167, acc:0.192, f1:0.286, mcc:0.001, total+:329, total-:10 @threshold:-1.161, sens:1.000, spec:0.032, ppv:0.167, acc:0.189, f1:0.286, mcc:0.001, total+:330, total-:9 @threshold:-2.461, sens:1.000, spec:0.004, ppv:0.163, acc:0.165, f1:0.280, mcc:0.001, total+:338, total-:1 * Vital: Wt for Length ZScore-latest | coef 0.493 95% CI: [0.485 , 0.502] | OR_adj 1.638 [1.624 1.651] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.783 Correlated most with: Vital : 0.493344872409 Time to run analysis 0:00:34.393966 Total Time elapsed 14:29:56.384832 ----------------------------------------------------- girls no_min wfl_latest randomforest regression Running batch 1 of 7 with 16 nodes Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.660, R^2 test: 0.018 Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.558, R^2 test: 0.032 Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.447, R^2 test: 0.086 Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.398, R^2 test: 0.108 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.848, Explained Variance Score Train: 0.398 AUC Validation: 0.661, Explained Variance Score Validation: 0.108 AUC Test: 0.776, Explained Variance Score Test: 0.243 Bootstrap CV 13, alpha = (3000, 2, 1), R^2 train: 0.792, R^2 test: -0.110 Bootstrap CV 13, alpha = (3000, 2, 2), R^2 train: 0.609, R^2 test: -0.032 Bootstrap CV 13, alpha = (3000, 2, 5), R^2 train: 0.397, R^2 test: 0.079 Bootstrap CV 13, alpha = (3000, 2, 7), R^2 train: 0.355, R^2 test: 0.138 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.859, Explained Variance Score Train: 0.355 AUC Validation: 0.713, Explained Variance Score Validation: 0.138 AUC Test: 0.772, Explained Variance Score Test: 0.237 Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.683, R^2 test: -0.267 Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.543, R^2 test: -0.115 Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.397, R^2 test: -0.013 Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.327, R^2 test: 0.022 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.791, Explained Variance Score Train: 0.327 AUC Validation: 0.668, Explained Variance Score Validation: 0.047 AUC Test: 0.765, Explained Variance Score Test: 0.230 Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.769, R^2 test: -0.604 Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.577, R^2 test: -0.168 Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.378, R^2 test: -0.063 Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.328, R^2 test: -0.006 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.817, Explained Variance Score Train: 0.378 AUC Validation: 0.719, Explained Variance Score Validation: -0.012 AUC Test: 0.767, Explained Variance Score Test: 0.262 Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.804, R^2 test: -0.908 Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.587, R^2 test: -0.888 Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.394, R^2 test: -0.360 Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.355, R^2 test: -0.203 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.843, Explained Variance Score Train: 0.355 AUC Validation: 0.586, Explained Variance Score Validation: -0.188 AUC Test: 0.747, Explained Variance Score Test: 0.179 Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.797, R^2 test: -0.350 Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.619, R^2 test: -0.037 Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.375, R^2 test: 0.094 Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.331, R^2 test: 0.098 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.800, Explained Variance Score Train: 0.331 AUC Validation: 0.654, Explained Variance Score Validation: 0.101 AUC Test: 0.758, Explained Variance Score Test: 0.212 Bootstrap CV 10, alpha = (3000, 2, 1), R^2 train: 0.694, R^2 test: 0.187 Bootstrap CV 10, alpha = (3000, 2, 2), R^2 train: 0.556, R^2 test: 0.237 Bootstrap CV 10, alpha = (3000, 2, 5), R^2 train: 0.407, R^2 test: 0.294 Bootstrap CV 10, alpha = (3000, 2, 7), R^2 train: 0.375, R^2 test: 0.326 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.830, Explained Variance Score Train: 0.375 AUC Validation: 0.816, Explained Variance Score Validation: 0.327 AUC Test: 0.742, Explained Variance Score Test: 0.215 Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.694, R^2 test: -0.212 Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.494, R^2 test: -0.015 Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.328, R^2 test: 0.086 Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.288, R^2 test: 0.101 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.793, Explained Variance Score Train: 0.288 AUC Validation: 0.609, Explained Variance Score Validation: 0.121 AUC Test: 0.729, Explained Variance Score Test: 0.155 Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.659, R^2 test: -0.077 Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.517, R^2 test: 0.097 Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.414, R^2 test: 0.117 Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.385, R^2 test: 0.122 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.822, Explained Variance Score Train: 0.385 AUC Validation: 0.680, Explained Variance Score Validation: 0.127 AUC Test: 0.785, Explained Variance Score Test: 0.264 Bootstrap CV 14, alpha = (3000, 2, 1), R^2 train: 0.772, R^2 test: 0.281 Bootstrap CV 14, alpha = (3000, 2, 2), R^2 train: 0.595, R^2 test: 0.238 Bootstrap CV 14, alpha = (3000, 2, 5), R^2 train: 0.449, R^2 test: 0.240 Bootstrap CV 14, alpha = (3000, 2, 7), R^2 train: 0.405, R^2 test: 0.263 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.838, Explained Variance Score Train: 0.405 AUC Validation: 0.860, Explained Variance Score Validation: 0.263 AUC Test: 0.758, Explained Variance Score Test: 0.210 Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.662, R^2 test: 0.048 Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.550, R^2 test: 0.177 Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.447, R^2 test: 0.198 Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.422, R^2 test: 0.191 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.867, Explained Variance Score Train: 0.447 AUC Validation: 0.682, Explained Variance Score Validation: 0.211 AUC Test: 0.786, Explained Variance Score Test: 0.243 Bootstrap CV 12, alpha = (3000, 2, 1), R^2 train: 0.717, R^2 test: -0.082 Bootstrap CV 12, alpha = (3000, 2, 2), R^2 train: 0.587, R^2 test: 0.089 Bootstrap CV 12, alpha = (3000, 2, 5), R^2 train: 0.439, R^2 test: 0.286 Bootstrap CV 12, alpha = (3000, 2, 7), R^2 train: 0.405, R^2 test: 0.283 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.830, Explained Variance Score Train: 0.405 AUC Validation: 0.706, Explained Variance Score Validation: 0.283 AUC Test: 0.777, Explained Variance Score Test: 0.251 Bootstrap CV 11, alpha = (3000, 2, 1), R^2 train: 0.695, R^2 test: -0.196 Bootstrap CV 11, alpha = (3000, 2, 2), R^2 train: 0.505, R^2 test: -0.139 Bootstrap CV 11, alpha = (3000, 2, 5), R^2 train: 0.332, R^2 test: 0.064 Bootstrap CV 11, alpha = (3000, 2, 7), R^2 train: 0.274, R^2 test: 0.125 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.807, Explained Variance Score Train: 0.274 AUC Validation: 0.641, Explained Variance Score Validation: 0.139 AUC Test: 0.802, Explained Variance Score Test: 0.263 Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.710, R^2 test: 0.301 Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.579, R^2 test: 0.261 Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.451, R^2 test: 0.213 Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.434, R^2 test: 0.221 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.871, Explained Variance Score Train: 0.434 AUC Validation: 0.758, Explained Variance Score Validation: 0.223 AUC Test: 0.771, Explained Variance Score Test: 0.191 Bootstrap CV 15, alpha = (3000, 2, 1), R^2 train: 0.773, R^2 test: 0.041 Bootstrap CV 15, alpha = (3000, 2, 2), R^2 train: 0.527, R^2 test: 0.182 Bootstrap CV 15, alpha = (3000, 2, 5), R^2 train: 0.371, R^2 test: 0.174 Bootstrap CV 15, alpha = (3000, 2, 7), R^2 train: 0.344, R^2 test: 0.131 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.873, Explained Variance Score Train: 0.344 AUC Validation: 0.553, Explained Variance Score Validation: 0.132 AUC Test: 0.778, Explained Variance Score Test: 0.251 Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.753, R^2 test: 0.071 Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.577, R^2 test: 0.165 Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.420, R^2 test: 0.199 Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.379, R^2 test: 0.195 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.836, Explained Variance Score Train: 0.379 AUC Validation: 0.741, Explained Variance Score Validation: 0.197 AUC Test: 0.776, Explained Variance Score Test: 0.251 Running batch 2 of 7 with 16 nodes Bootstrap CV 22, alpha = (3000, 2, 1), R^2 train: 0.765, R^2 test: 0.006 Bootstrap CV 22, alpha = (3000, 2, 2), R^2 train: 0.569, R^2 test: 0.103 Bootstrap CV 22, alpha = (3000, 2, 5), R^2 train: 0.454, R^2 test: 0.174 Bootstrap CV 22, alpha = (3000, 2, 7), R^2 train: 0.421, R^2 test: 0.172 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.830, Explained Variance Score Train: 0.421 AUC Validation: 0.662, Explained Variance Score Validation: 0.174 AUC Test: 0.772, Explained Variance Score Test: 0.248 Bootstrap CV 17, alpha = (3000, 2, 1), R^2 train: 0.693, R^2 test: 0.307 Bootstrap CV 17, alpha = (3000, 2, 2), R^2 train: 0.502, R^2 test: 0.291 Bootstrap CV 17, alpha = (3000, 2, 5), R^2 train: 0.366, R^2 test: 0.280 Bootstrap CV 17, alpha = (3000, 2, 7), R^2 train: 0.328, R^2 test: 0.270 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.833, Explained Variance Score Train: 0.328 AUC Validation: 0.773, Explained Variance Score Validation: 0.270 AUC Test: 0.762, Explained Variance Score Test: 0.201 Bootstrap CV 18, alpha = (3000, 2, 1), R^2 train: 0.755, R^2 test: 0.105 Bootstrap CV 18, alpha = (3000, 2, 2), R^2 train: 0.582, R^2 test: 0.163 Bootstrap CV 18, alpha = (3000, 2, 5), R^2 train: 0.396, R^2 test: 0.156 Bootstrap CV 18, alpha = (3000, 2, 7), R^2 train: 0.358, R^2 test: 0.185 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.819, Explained Variance Score Train: 0.358 AUC Validation: 0.757, Explained Variance Score Validation: 0.198 AUC Test: 0.746, Explained Variance Score Test: 0.190 Bootstrap CV 31, alpha = (3000, 2, 1), R^2 train: 0.743, R^2 test: -0.170 Bootstrap CV 31, alpha = (3000, 2, 2), R^2 train: 0.545, R^2 test: -0.103 Bootstrap CV 31, alpha = (3000, 2, 5), R^2 train: 0.428, R^2 test: 0.045 Bootstrap CV 31, alpha = (3000, 2, 7), R^2 train: 0.384, R^2 test: 0.076 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.760, Explained Variance Score Train: 0.384 AUC Validation: 0.720, Explained Variance Score Validation: 0.079 AUC Test: 0.756, Explained Variance Score Test: 0.206 Bootstrap CV 25, alpha = (3000, 2, 1), R^2 train: 0.729, R^2 test: 0.059 Bootstrap CV 25, alpha = (3000, 2, 2), R^2 train: 0.495, R^2 test: 0.141 Bootstrap CV 25, alpha = (3000, 2, 5), R^2 train: 0.388, R^2 test: 0.194 Bootstrap CV 25, alpha = (3000, 2, 7), R^2 train: 0.348, R^2 test: 0.206 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.837, Explained Variance Score Train: 0.348 AUC Validation: 0.786, Explained Variance Score Validation: 0.213 AUC Test: 0.743, Explained Variance Score Test: 0.212 Bootstrap CV 20, alpha = (3000, 2, 1), R^2 train: 0.767, R^2 test: 0.053 Bootstrap CV 20, alpha = (3000, 2, 2), R^2 train: 0.618, R^2 test: 0.123 Bootstrap CV 20, alpha = (3000, 2, 5), R^2 train: 0.403, R^2 test: 0.193 Bootstrap CV 20, alpha = (3000, 2, 7), R^2 train: 0.358, R^2 test: 0.211 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.894, Explained Variance Score Train: 0.618 AUC Validation: 0.749, Explained Variance Score Validation: 0.150 AUC Test: 0.738, Explained Variance Score Test: 0.223 Bootstrap CV 28, alpha = (3000, 2, 1), R^2 train: 0.740, R^2 test: 0.066 Bootstrap CV 28, alpha = (3000, 2, 2), R^2 train: 0.486, R^2 test: 0.254 Bootstrap CV 28, alpha = (3000, 2, 5), R^2 train: 0.326, R^2 test: 0.294 Bootstrap CV 28, alpha = (3000, 2, 7), R^2 train: 0.295, R^2 test: 0.300 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.807, Explained Variance Score Train: 0.295 AUC Validation: 0.914, Explained Variance Score Validation: 0.315 AUC Test: 0.798, Explained Variance Score Test: 0.273 Bootstrap CV 30, alpha = (3000, 2, 1), R^2 train: 0.712, R^2 test: -0.039 Bootstrap CV 30, alpha = (3000, 2, 2), R^2 train: 0.568, R^2 test: 0.198 Bootstrap CV 30, alpha = (3000, 2, 5), R^2 train: 0.451, R^2 test: 0.287 Bootstrap CV 30, alpha = (3000, 2, 7), R^2 train: 0.423, R^2 test: 0.294 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.859, Explained Variance Score Train: 0.423 AUC Validation: 0.778, Explained Variance Score Validation: 0.298 AUC Test: 0.773, Explained Variance Score Test: 0.270 Bootstrap CV 16, alpha = (3000, 2, 1), R^2 train: 0.746, R^2 test: -0.220 Bootstrap CV 16, alpha = (3000, 2, 2), R^2 train: 0.601, R^2 test: -0.149 Bootstrap CV 16, alpha = (3000, 2, 5), R^2 train: 0.460, R^2 test: -0.081 Bootstrap CV 16, alpha = (3000, 2, 7), R^2 train: 0.431, R^2 test: -0.039 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.857, Explained Variance Score Train: 0.431 AUC Validation: 0.586, Explained Variance Score Validation: -0.037 AUC Test: 0.778, Explained Variance Score Test: 0.247 Bootstrap CV 19, alpha = (3000, 2, 1), R^2 train: 0.757, R^2 test: -0.196 Bootstrap CV 19, alpha = (3000, 2, 2), R^2 train: 0.585, R^2 test: 0.182 Bootstrap CV 19, alpha = (3000, 2, 5), R^2 train: 0.446, R^2 test: 0.309 Bootstrap CV 19, alpha = (3000, 2, 7), R^2 train: 0.392, R^2 test: 0.304 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.813, Explained Variance Score Train: 0.392 AUC Validation: 0.829, Explained Variance Score Validation: 0.304 AUC Test: 0.776, Explained Variance Score Test: 0.218 Bootstrap CV 27, alpha = (3000, 2, 1), R^2 train: 0.686, R^2 test: 0.032 Bootstrap CV 27, alpha = (3000, 2, 2), R^2 train: 0.515, R^2 test: 0.140 Bootstrap CV 27, alpha = (3000, 2, 5), R^2 train: 0.291, R^2 test: 0.207 Bootstrap CV 27, alpha = (3000, 2, 7), R^2 train: 0.256, R^2 test: 0.211 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.722, Explained Variance Score Train: 0.256 AUC Validation: 0.705, Explained Variance Score Validation: 0.225 AUC Test: 0.742, Explained Variance Score Test: 0.222 Bootstrap CV 21, alpha = (3000, 2, 1), R^2 train: 0.750, R^2 test: 0.112 Bootstrap CV 21, alpha = (3000, 2, 2), R^2 train: 0.580, R^2 test: 0.145 Bootstrap CV 21, alpha = (3000, 2, 5), R^2 train: 0.419, R^2 test: 0.220 Bootstrap CV 21, alpha = (3000, 2, 7), R^2 train: 0.372, R^2 test: 0.193 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.826, Explained Variance Score Train: 0.372 AUC Validation: 0.783, Explained Variance Score Validation: 0.258 AUC Test: 0.771, Explained Variance Score Test: 0.243 Bootstrap CV 23, alpha = (3000, 2, 1), R^2 train: 0.760, R^2 test: 0.068 Bootstrap CV 23, alpha = (3000, 2, 2), R^2 train: 0.641, R^2 test: 0.179 Bootstrap CV 23, alpha = (3000, 2, 5), R^2 train: 0.436, R^2 test: 0.281 Bootstrap CV 23, alpha = (3000, 2, 7), R^2 train: 0.384, R^2 test: 0.311 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.794, Explained Variance Score Train: 0.384 AUC Validation: 0.685, Explained Variance Score Validation: 0.317 AUC Test: 0.795, Explained Variance Score Test: 0.255 Bootstrap CV 26, alpha = (3000, 2, 1), R^2 train: 0.647, R^2 test: 0.033 Bootstrap CV 26, alpha = (3000, 2, 2), R^2 train: 0.539, R^2 test: 0.120 Bootstrap CV 26, alpha = (3000, 2, 5), R^2 train: 0.405, R^2 test: 0.146 Bootstrap CV 26, alpha = (3000, 2, 7), R^2 train: 0.369, R^2 test: 0.130 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.882, Explained Variance Score Train: 0.405 AUC Validation: 0.709, Explained Variance Score Validation: 0.191 AUC Test: 0.750, Explained Variance Score Test: 0.210 Bootstrap CV 24, alpha = (3000, 2, 1), R^2 train: 0.711, R^2 test: -0.149 Bootstrap CV 24, alpha = (3000, 2, 2), R^2 train: 0.544, R^2 test: 0.059 Bootstrap CV 24, alpha = (3000, 2, 5), R^2 train: 0.368, R^2 test: 0.179 Bootstrap CV 24, alpha = (3000, 2, 7), R^2 train: 0.319, R^2 test: 0.181 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.832, Explained Variance Score Train: 0.319 AUC Validation: 0.748, Explained Variance Score Validation: 0.181 AUC Test: 0.777, Explained Variance Score Test: 0.251 Bootstrap CV 29, alpha = (3000, 2, 1), R^2 train: 0.695, R^2 test: -0.192 Bootstrap CV 29, alpha = (3000, 2, 2), R^2 train: 0.546, R^2 test: -0.118 Bootstrap CV 29, alpha = (3000, 2, 5), R^2 train: 0.445, R^2 test: -0.016 Bootstrap CV 29, alpha = (3000, 2, 7), R^2 train: 0.407, R^2 test: 0.053 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.845, Explained Variance Score Train: 0.407 AUC Validation: 0.634, Explained Variance Score Validation: 0.053 AUC Test: 0.770, Explained Variance Score Test: 0.232 Running batch 3 of 7 with 16 nodes Bootstrap CV 41, alpha = (3000, 2, 1), R^2 train: 0.812, R^2 test: -0.077 Bootstrap CV 41, alpha = (3000, 2, 2), R^2 train: 0.583, R^2 test: 0.070 Bootstrap CV 41, alpha = (3000, 2, 5), R^2 train: 0.393, R^2 test: 0.191 Bootstrap CV 41, alpha = (3000, 2, 7), R^2 train: 0.364, R^2 test: 0.233 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.759, Explained Variance Score Train: 0.364 AUC Validation: 0.747, Explained Variance Score Validation: 0.241 AUC Test: 0.763, Explained Variance Score Test: 0.181 Bootstrap CV 45, alpha = (3000, 2, 1), R^2 train: 0.746, R^2 test: 0.144 Bootstrap CV 45, alpha = (3000, 2, 2), R^2 train: 0.602, R^2 test: 0.137 Bootstrap CV 45, alpha = (3000, 2, 5), R^2 train: 0.464, R^2 test: 0.177 Bootstrap CV 45, alpha = (3000, 2, 7), R^2 train: 0.423, R^2 test: 0.165 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.819, Explained Variance Score Train: 0.423 AUC Validation: 0.736, Explained Variance Score Validation: 0.170 AUC Test: 0.774, Explained Variance Score Test: 0.243 Bootstrap CV 43, alpha = (3000, 2, 1), R^2 train: 0.729, R^2 test: -0.492 Bootstrap CV 43, alpha = (3000, 2, 2), R^2 train: 0.528, R^2 test: -0.519 Bootstrap CV 43, alpha = (3000, 2, 5), R^2 train: 0.380, R^2 test: -0.224 Bootstrap CV 43, alpha = (3000, 2, 7), R^2 train: 0.342, R^2 test: -0.122 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.815, Explained Variance Score Train: 0.342 AUC Validation: 0.849, Explained Variance Score Validation: -0.050 AUC Test: 0.777, Explained Variance Score Test: 0.224 Bootstrap CV 39, alpha = (3000, 2, 1), R^2 train: 0.677, R^2 test: 0.093 Bootstrap CV 39, alpha = (3000, 2, 2), R^2 train: 0.543, R^2 test: 0.202 Bootstrap CV 39, alpha = (3000, 2, 5), R^2 train: 0.368, R^2 test: 0.302 Bootstrap CV 39, alpha = (3000, 2, 7), R^2 train: 0.330, R^2 test: 0.297 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.832, Explained Variance Score Train: 0.330 AUC Validation: 0.763, Explained Variance Score Validation: 0.297 AUC Test: 0.771, Explained Variance Score Test: 0.244 Bootstrap CV 47, alpha = (3000, 2, 1), R^2 train: 0.693, R^2 test: 0.321 Bootstrap CV 47, alpha = (3000, 2, 2), R^2 train: 0.537, R^2 test: 0.326 Bootstrap CV 47, alpha = (3000, 2, 5), R^2 train: 0.407, R^2 test: 0.345 Bootstrap CV 47, alpha = (3000, 2, 7), R^2 train: 0.357, R^2 test: 0.324 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.806, Explained Variance Score Train: 0.357 AUC Validation: 0.746, Explained Variance Score Validation: 0.332 AUC Test: 0.737, Explained Variance Score Test: 0.206 Bootstrap CV 44, alpha = (3000, 2, 1), R^2 train: 0.721, R^2 test: -0.126 Bootstrap CV 44, alpha = (3000, 2, 2), R^2 train: 0.542, R^2 test: -0.041 Bootstrap CV 44, alpha = (3000, 2, 5), R^2 train: 0.372, R^2 test: -0.061 Bootstrap CV 44, alpha = (3000, 2, 7), R^2 train: 0.325, R^2 test: -0.026 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.811, Explained Variance Score Train: 0.372 AUC Validation: 0.600, Explained Variance Score Validation: -0.054 AUC Test: 0.794, Explained Variance Score Test: 0.271 Bootstrap CV 32, alpha = (3000, 2, 1), R^2 train: 0.759, R^2 test: -0.310 Bootstrap CV 32, alpha = (3000, 2, 2), R^2 train: 0.633, R^2 test: -0.176 Bootstrap CV 32, alpha = (3000, 2, 5), R^2 train: 0.529, R^2 test: -0.015 Bootstrap CV 32, alpha = (3000, 2, 7), R^2 train: 0.513, R^2 test: -0.004 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.909, Explained Variance Score Train: 0.513 AUC Validation: 0.614, Explained Variance Score Validation: -0.003 AUC Test: 0.764, Explained Variance Score Test: 0.222 Bootstrap CV 46, alpha = (3000, 2, 1), R^2 train: 0.751, R^2 test: -0.014 Bootstrap CV 46, alpha = (3000, 2, 2), R^2 train: 0.612, R^2 test: 0.121 Bootstrap CV 46, alpha = (3000, 2, 5), R^2 train: 0.474, R^2 test: 0.299 Bootstrap CV 46, alpha = (3000, 2, 7), R^2 train: 0.430, R^2 test: 0.323 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.834, Explained Variance Score Train: 0.474 AUC Validation: 0.810, Explained Variance Score Validation: 0.306 AUC Test: 0.747, Explained Variance Score Test: 0.212 Bootstrap CV 37, alpha = (3000, 2, 1), R^2 train: 0.791, R^2 test: -0.081 Bootstrap CV 37, alpha = (3000, 2, 2), R^2 train: 0.580, R^2 test: -0.011 Bootstrap CV 37, alpha = (3000, 2, 5), R^2 train: 0.427, R^2 test: 0.041 Bootstrap CV 37, alpha = (3000, 2, 7), R^2 train: 0.387, R^2 test: 0.053 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.828, Explained Variance Score Train: 0.387 AUC Validation: 0.671, Explained Variance Score Validation: 0.086 AUC Test: 0.802, Explained Variance Score Test: 0.257 Bootstrap CV 36, alpha = (3000, 2, 1), R^2 train: 0.812, R^2 test: 0.017 Bootstrap CV 36, alpha = (3000, 2, 2), R^2 train: 0.639, R^2 test: 0.162 Bootstrap CV 36, alpha = (3000, 2, 5), R^2 train: 0.457, R^2 test: 0.268 Bootstrap CV 36, alpha = (3000, 2, 7), R^2 train: 0.414, R^2 test: 0.276 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.847, Explained Variance Score Train: 0.414 AUC Validation: 0.746, Explained Variance Score Validation: 0.278 AUC Test: 0.779, Explained Variance Score Test: 0.235 Bootstrap CV 33, alpha = (3000, 2, 1), R^2 train: 0.686, R^2 test: 0.039 Bootstrap CV 33, alpha = (3000, 2, 2), R^2 train: 0.554, R^2 test: 0.140 Bootstrap CV 33, alpha = (3000, 2, 5), R^2 train: 0.366, R^2 test: 0.211 Bootstrap CV 33, alpha = (3000, 2, 7), R^2 train: 0.323, R^2 test: 0.239 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.808, Explained Variance Score Train: 0.323 AUC Validation: 0.733, Explained Variance Score Validation: 0.247 AUC Test: 0.743, Explained Variance Score Test: 0.189 Bootstrap CV 42, alpha = (3000, 2, 1), R^2 train: 0.747, R^2 test: 0.187 Bootstrap CV 42, alpha = (3000, 2, 2), R^2 train: 0.602, R^2 test: 0.294 Bootstrap CV 42, alpha = (3000, 2, 5), R^2 train: 0.455, R^2 test: 0.360 Bootstrap CV 42, alpha = (3000, 2, 7), R^2 train: 0.418, R^2 test: 0.380 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.803, Explained Variance Score Train: 0.418 AUC Validation: 0.931, Explained Variance Score Validation: 0.380 AUC Test: 0.762, Explained Variance Score Test: 0.235 Bootstrap CV 34, alpha = (3000, 2, 1), R^2 train: 0.738, R^2 test: 0.011 Bootstrap CV 34, alpha = (3000, 2, 2), R^2 train: 0.550, R^2 test: 0.110 Bootstrap CV 34, alpha = (3000, 2, 5), R^2 train: 0.381, R^2 test: 0.134 Bootstrap CV 34, alpha = (3000, 2, 7), R^2 train: 0.350, R^2 test: 0.141 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.811, Explained Variance Score Train: 0.350 AUC Validation: 0.808, Explained Variance Score Validation: 0.147 AUC Test: 0.746, Explained Variance Score Test: 0.201 Bootstrap CV 40, alpha = (3000, 2, 1), R^2 train: 0.754, R^2 test: -0.174 Bootstrap CV 40, alpha = (3000, 2, 2), R^2 train: 0.538, R^2 test: 0.269 Bootstrap CV 40, alpha = (3000, 2, 5), R^2 train: 0.436, R^2 test: 0.322 Bootstrap CV 40, alpha = (3000, 2, 7), R^2 train: 0.413, R^2 test: 0.312 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.844, Explained Variance Score Train: 0.413 AUC Validation: 0.815, Explained Variance Score Validation: 0.322 AUC Test: 0.779, Explained Variance Score Test: 0.245 Bootstrap CV 35, alpha = (3000, 2, 1), R^2 train: 0.762, R^2 test: 0.037 Bootstrap CV 35, alpha = (3000, 2, 2), R^2 train: 0.634, R^2 test: 0.158 Bootstrap CV 35, alpha = (3000, 2, 5), R^2 train: 0.470, R^2 test: 0.324 Bootstrap CV 35, alpha = (3000, 2, 7), R^2 train: 0.411, R^2 test: 0.332 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.856, Explained Variance Score Train: 0.411 AUC Validation: 0.820, Explained Variance Score Validation: 0.333 AUC Test: 0.774, Explained Variance Score Test: 0.222 Bootstrap CV 38, alpha = (3000, 2, 1), R^2 train: 0.765, R^2 test: -0.424 Bootstrap CV 38, alpha = (3000, 2, 2), R^2 train: 0.510, R^2 test: -0.038 Bootstrap CV 38, alpha = (3000, 2, 5), R^2 train: 0.332, R^2 test: 0.061 Bootstrap CV 38, alpha = (3000, 2, 7), R^2 train: 0.277, R^2 test: 0.127 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.799, Explained Variance Score Train: 0.277 AUC Validation: 0.787, Explained Variance Score Validation: 0.138 AUC Test: 0.783, Explained Variance Score Test: 0.220 Running batch 4 of 7 with 16 nodes Bootstrap CV 57, alpha = (3000, 2, 1), R^2 train: 0.777, R^2 test: 0.023 Bootstrap CV 57, alpha = (3000, 2, 2), R^2 train: 0.618, R^2 test: 0.175 Bootstrap CV 57, alpha = (3000, 2, 5), R^2 train: 0.452, R^2 test: 0.257 Bootstrap CV 57, alpha = (3000, 2, 7), R^2 train: 0.407, R^2 test: 0.236 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.786, Explained Variance Score Train: 0.407 AUC Validation: 0.854, Explained Variance Score Validation: 0.242 AUC Test: 0.763, Explained Variance Score Test: 0.225 Bootstrap CV 54, alpha = (3000, 2, 1), R^2 train: 0.709, R^2 test: 0.133 Bootstrap CV 54, alpha = (3000, 2, 2), R^2 train: 0.589, R^2 test: 0.190 Bootstrap CV 54, alpha = (3000, 2, 5), R^2 train: 0.471, R^2 test: 0.274 Bootstrap CV 54, alpha = (3000, 2, 7), R^2 train: 0.430, R^2 test: 0.273 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.829, Explained Variance Score Train: 0.430 AUC Validation: 0.745, Explained Variance Score Validation: 0.275 AUC Test: 0.765, Explained Variance Score Test: 0.252 Bootstrap CV 59, alpha = (3000, 2, 1), R^2 train: 0.671, R^2 test: -0.109 Bootstrap CV 59, alpha = (3000, 2, 2), R^2 train: 0.514, R^2 test: 0.018 Bootstrap CV 59, alpha = (3000, 2, 5), R^2 train: 0.393, R^2 test: 0.147 Bootstrap CV 59, alpha = (3000, 2, 7), R^2 train: 0.363, R^2 test: 0.170 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.849, Explained Variance Score Train: 0.363 AUC Validation: 0.744, Explained Variance Score Validation: 0.204 AUC Test: 0.748, Explained Variance Score Test: 0.195 Bootstrap CV 53, alpha = (3000, 2, 1), R^2 train: 0.785, R^2 test: -0.902 Bootstrap CV 53, alpha = (3000, 2, 2), R^2 train: 0.641, R^2 test: -0.520 Bootstrap CV 53, alpha = (3000, 2, 5), R^2 train: 0.482, R^2 test: -0.186 Bootstrap CV 53, alpha = (3000, 2, 7), R^2 train: 0.394, R^2 test: -0.019 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.856, Explained Variance Score Train: 0.394 AUC Validation: 0.826, Explained Variance Score Validation: -0.015 AUC Test: 0.771, Explained Variance Score Test: 0.217 Bootstrap CV 52, alpha = (3000, 2, 1), R^2 train: 0.516, R^2 test: -0.079 Bootstrap CV 52, alpha = (3000, 2, 2), R^2 train: 0.400, R^2 test: 0.047 Bootstrap CV 52, alpha = (3000, 2, 5), R^2 train: 0.250, R^2 test: 0.200 Bootstrap CV 52, alpha = (3000, 2, 7), R^2 train: 0.223, R^2 test: 0.227 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.775, Explained Variance Score Train: 0.223 AUC Validation: 0.853, Explained Variance Score Validation: 0.227 AUC Test: 0.760, Explained Variance Score Test: 0.222 Bootstrap CV 63, alpha = (3000, 2, 1), R^2 train: 0.809, R^2 test: -0.062 Bootstrap CV 63, alpha = (3000, 2, 2), R^2 train: 0.639, R^2 test: 0.124 Bootstrap CV 63, alpha = (3000, 2, 5), R^2 train: 0.500, R^2 test: 0.156 Bootstrap CV 63, alpha = (3000, 2, 7), R^2 train: 0.463, R^2 test: 0.179 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.803, Explained Variance Score Train: 0.463 AUC Validation: 0.782, Explained Variance Score Validation: 0.207 AUC Test: 0.766, Explained Variance Score Test: 0.226 Bootstrap CV 48, alpha = (3000, 2, 1), R^2 train: 0.695, R^2 test: -0.156 Bootstrap CV 48, alpha = (3000, 2, 2), R^2 train: 0.506, R^2 test: -0.115 Bootstrap CV 48, alpha = (3000, 2, 5), R^2 train: 0.363, R^2 test: -0.063 Bootstrap CV 48, alpha = (3000, 2, 7), R^2 train: 0.329, R^2 test: -0.076 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.853, Explained Variance Score Train: 0.329 AUC Validation: 0.802, Explained Variance Score Validation: -0.045 AUC Test: 0.786, Explained Variance Score Test: 0.257 Bootstrap CV 50, alpha = (3000, 2, 1), R^2 train: 0.730, R^2 test: -0.133 Bootstrap CV 50, alpha = (3000, 2, 2), R^2 train: 0.598, R^2 test: -0.053 Bootstrap CV 50, alpha = (3000, 2, 5), R^2 train: 0.465, R^2 test: 0.016 Bootstrap CV 50, alpha = (3000, 2, 7), R^2 train: 0.423, R^2 test: 0.044 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.885, Explained Variance Score Train: 0.465 AUC Validation: 0.798, Explained Variance Score Validation: 0.080 AUC Test: 0.797, Explained Variance Score Test: 0.270 Bootstrap CV 55, alpha = (3000, 2, 1), R^2 train: 0.691, R^2 test: 0.132 Bootstrap CV 55, alpha = (3000, 2, 2), R^2 train: 0.539, R^2 test: 0.231 Bootstrap CV 55, alpha = (3000, 2, 5), R^2 train: 0.394, R^2 test: 0.231 Bootstrap CV 55, alpha = (3000, 2, 7), R^2 train: 0.368, R^2 test: 0.238 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.856, Explained Variance Score Train: 0.368 AUC Validation: 0.731, Explained Variance Score Validation: 0.244 AUC Test: 0.799, Explained Variance Score Test: 0.271 Bootstrap CV 58, alpha = (3000, 2, 1), R^2 train: 0.708, R^2 test: -0.269 Bootstrap CV 58, alpha = (3000, 2, 2), R^2 train: 0.561, R^2 test: -0.123 Bootstrap CV 58, alpha = (3000, 2, 5), R^2 train: 0.439, R^2 test: -0.035 Bootstrap CV 58, alpha = (3000, 2, 7), R^2 train: 0.419, R^2 test: -0.015 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.859, Explained Variance Score Train: 0.419 AUC Validation: 0.652, Explained Variance Score Validation: -0.009 AUC Test: 0.767, Explained Variance Score Test: 0.207 Bootstrap CV 61, alpha = (3000, 2, 1), R^2 train: 0.797, R^2 test: -0.434 Bootstrap CV 61, alpha = (3000, 2, 2), R^2 train: 0.641, R^2 test: -0.086 Bootstrap CV 61, alpha = (3000, 2, 5), R^2 train: 0.502, R^2 test: 0.209 Bootstrap CV 61, alpha = (3000, 2, 7), R^2 train: 0.465, R^2 test: 0.253 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.863, Explained Variance Score Train: 0.465 AUC Validation: 0.769, Explained Variance Score Validation: 0.263 AUC Test: 0.789, Explained Variance Score Test: 0.257 Bootstrap CV 60, alpha = (3000, 2, 1), R^2 train: 0.734, R^2 test: 0.089 Bootstrap CV 60, alpha = (3000, 2, 2), R^2 train: 0.553, R^2 test: 0.173 Bootstrap CV 60, alpha = (3000, 2, 5), R^2 train: 0.378, R^2 test: 0.354 Bootstrap CV 60, alpha = (3000, 2, 7), R^2 train: 0.345, R^2 test: 0.348 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.816, Explained Variance Score Train: 0.345 AUC Validation: 0.807, Explained Variance Score Validation: 0.349 AUC Test: 0.753, Explained Variance Score Test: 0.221 Bootstrap CV 51, alpha = (3000, 2, 1), R^2 train: 0.790, R^2 test: 0.044 Bootstrap CV 51, alpha = (3000, 2, 2), R^2 train: 0.588, R^2 test: 0.161 Bootstrap CV 51, alpha = (3000, 2, 5), R^2 train: 0.398, R^2 test: 0.266 Bootstrap CV 51, alpha = (3000, 2, 7), R^2 train: 0.338, R^2 test: 0.295 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.852, Explained Variance Score Train: 0.338 AUC Validation: 0.693, Explained Variance Score Validation: 0.298 AUC Test: 0.803, Explained Variance Score Test: 0.280 Bootstrap CV 62, alpha = (3000, 2, 1), R^2 train: 0.647, R^2 test: -0.082 Bootstrap CV 62, alpha = (3000, 2, 2), R^2 train: 0.489, R^2 test: -0.002 Bootstrap CV 62, alpha = (3000, 2, 5), R^2 train: 0.348, R^2 test: 0.080 Bootstrap CV 62, alpha = (3000, 2, 7), R^2 train: 0.314, R^2 test: 0.095 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.793, Explained Variance Score Train: 0.314 AUC Validation: 0.683, Explained Variance Score Validation: 0.096 AUC Test: 0.760, Explained Variance Score Test: 0.214 Bootstrap CV 56, alpha = (3000, 2, 1), R^2 train: 0.699, R^2 test: -0.142 Bootstrap CV 56, alpha = (3000, 2, 2), R^2 train: 0.554, R^2 test: 0.014 Bootstrap CV 56, alpha = (3000, 2, 5), R^2 train: 0.397, R^2 test: 0.104 Bootstrap CV 56, alpha = (3000, 2, 7), R^2 train: 0.367, R^2 test: 0.130 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.852, Explained Variance Score Train: 0.367 AUC Validation: 0.660, Explained Variance Score Validation: 0.133 AUC Test: 0.769, Explained Variance Score Test: 0.212 Bootstrap CV 49, alpha = (3000, 2, 1), R^2 train: 0.817, R^2 test: -0.145 Bootstrap CV 49, alpha = (3000, 2, 2), R^2 train: 0.613, R^2 test: -0.009 Bootstrap CV 49, alpha = (3000, 2, 5), R^2 train: 0.437, R^2 test: 0.173 Bootstrap CV 49, alpha = (3000, 2, 7), R^2 train: 0.411, R^2 test: 0.221 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.812, Explained Variance Score Train: 0.411 AUC Validation: 0.780, Explained Variance Score Validation: 0.237 AUC Test: 0.780, Explained Variance Score Test: 0.217 Running batch 5 of 7 with 16 nodes Bootstrap CV 77, alpha = (3000, 2, 1), R^2 train: 0.750, R^2 test: 0.192 Bootstrap CV 77, alpha = (3000, 2, 2), R^2 train: 0.581, R^2 test: 0.186 Bootstrap CV 77, alpha = (3000, 2, 5), R^2 train: 0.439, R^2 test: 0.250 Bootstrap CV 77, alpha = (3000, 2, 7), R^2 train: 0.396, R^2 test: 0.229 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.847, Explained Variance Score Train: 0.396 AUC Validation: 0.708, Explained Variance Score Validation: 0.231 AUC Test: 0.770, Explained Variance Score Test: 0.234 Bootstrap CV 70, alpha = (3000, 2, 1), R^2 train: 0.789, R^2 test: 0.211 Bootstrap CV 70, alpha = (3000, 2, 2), R^2 train: 0.667, R^2 test: 0.271 Bootstrap CV 70, alpha = (3000, 2, 5), R^2 train: 0.492, R^2 test: 0.386 Bootstrap CV 70, alpha = (3000, 2, 7), R^2 train: 0.455, R^2 test: 0.379 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.854, Explained Variance Score Train: 0.492 AUC Validation: 0.787, Explained Variance Score Validation: 0.396 AUC Test: 0.770, Explained Variance Score Test: 0.238 Bootstrap CV 72, alpha = (3000, 2, 1), R^2 train: 0.746, R^2 test: 0.222 Bootstrap CV 72, alpha = (3000, 2, 2), R^2 train: 0.521, R^2 test: 0.344 Bootstrap CV 72, alpha = (3000, 2, 5), R^2 train: 0.363, R^2 test: 0.354 Bootstrap CV 72, alpha = (3000, 2, 7), R^2 train: 0.319, R^2 test: 0.338 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.828, Explained Variance Score Train: 0.319 AUC Validation: 0.732, Explained Variance Score Validation: 0.355 AUC Test: 0.779, Explained Variance Score Test: 0.268 Bootstrap CV 64, alpha = (3000, 2, 1), R^2 train: 0.765, R^2 test: 0.109 Bootstrap CV 64, alpha = (3000, 2, 2), R^2 train: 0.607, R^2 test: 0.143 Bootstrap CV 64, alpha = (3000, 2, 5), R^2 train: 0.478, R^2 test: 0.119 Bootstrap CV 64, alpha = (3000, 2, 7), R^2 train: 0.441, R^2 test: 0.150 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.878, Explained Variance Score Train: 0.441 AUC Validation: 0.737, Explained Variance Score Validation: 0.152 AUC Test: 0.762, Explained Variance Score Test: 0.241 Bootstrap CV 71, alpha = (3000, 2, 1), R^2 train: 0.789, R^2 test: -0.210 Bootstrap CV 71, alpha = (3000, 2, 2), R^2 train: 0.639, R^2 test: -0.040 Bootstrap CV 71, alpha = (3000, 2, 5), R^2 train: 0.504, R^2 test: -0.028 Bootstrap CV 71, alpha = (3000, 2, 7), R^2 train: 0.458, R^2 test: 0.014 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.906, Explained Variance Score Train: 0.458 AUC Validation: 0.738, Explained Variance Score Validation: 0.044 AUC Test: 0.781, Explained Variance Score Test: 0.270 Bootstrap CV 73, alpha = (3000, 2, 1), R^2 train: 0.679, R^2 test: -0.010 Bootstrap CV 73, alpha = (3000, 2, 2), R^2 train: 0.497, R^2 test: 0.168 Bootstrap CV 73, alpha = (3000, 2, 5), R^2 train: 0.365, R^2 test: 0.250 Bootstrap CV 73, alpha = (3000, 2, 7), R^2 train: 0.322, R^2 test: 0.263 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.820, Explained Variance Score Train: 0.322 AUC Validation: 0.786, Explained Variance Score Validation: 0.271 AUC Test: 0.771, Explained Variance Score Test: 0.223 Bootstrap CV 78, alpha = (3000, 2, 1), R^2 train: 0.783, R^2 test: 0.135 Bootstrap CV 78, alpha = (3000, 2, 2), R^2 train: 0.592, R^2 test: 0.216 Bootstrap CV 78, alpha = (3000, 2, 5), R^2 train: 0.405, R^2 test: 0.248 Bootstrap CV 78, alpha = (3000, 2, 7), R^2 train: 0.350, R^2 test: 0.238 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.855, Explained Variance Score Train: 0.350 AUC Validation: 0.691, Explained Variance Score Validation: 0.240 AUC Test: 0.775, Explained Variance Score Test: 0.214 Bootstrap CV 68, alpha = (3000, 2, 1), R^2 train: 0.681, R^2 test: 0.058 Bootstrap CV 68, alpha = (3000, 2, 2), R^2 train: 0.525, R^2 test: 0.205 Bootstrap CV 68, alpha = (3000, 2, 5), R^2 train: 0.388, R^2 test: 0.297 Bootstrap CV 68, alpha = (3000, 2, 7), R^2 train: 0.361, R^2 test: 0.327 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.819, Explained Variance Score Train: 0.361 AUC Validation: 0.759, Explained Variance Score Validation: 0.328 AUC Test: 0.771, Explained Variance Score Test: 0.259 Bootstrap CV 67, alpha = (3000, 2, 1), R^2 train: 0.748, R^2 test: 0.098 Bootstrap CV 67, alpha = (3000, 2, 2), R^2 train: 0.592, R^2 test: 0.120 Bootstrap CV 67, alpha = (3000, 2, 5), R^2 train: 0.445, R^2 test: 0.193 Bootstrap CV 67, alpha = (3000, 2, 7), R^2 train: 0.410, R^2 test: 0.205 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.856, Explained Variance Score Train: 0.410 AUC Validation: 0.748, Explained Variance Score Validation: 0.209 AUC Test: 0.764, Explained Variance Score Test: 0.234 Bootstrap CV 65, alpha = (3000, 2, 1), R^2 train: 0.787, R^2 test: -0.113 Bootstrap CV 65, alpha = (3000, 2, 2), R^2 train: 0.591, R^2 test: -0.049 Bootstrap CV 65, alpha = (3000, 2, 5), R^2 train: 0.412, R^2 test: 0.064 Bootstrap CV 65, alpha = (3000, 2, 7), R^2 train: 0.355, R^2 test: 0.146 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.836, Explained Variance Score Train: 0.355 AUC Validation: 0.699, Explained Variance Score Validation: 0.164 AUC Test: 0.788, Explained Variance Score Test: 0.235 Bootstrap CV 69, alpha = (3000, 2, 1), R^2 train: 0.730, R^2 test: -0.296 Bootstrap CV 69, alpha = (3000, 2, 2), R^2 train: 0.563, R^2 test: -0.330 Bootstrap CV 69, alpha = (3000, 2, 5), R^2 train: 0.436, R^2 test: -0.170 Bootstrap CV 69, alpha = (3000, 2, 7), R^2 train: 0.369, R^2 test: -0.081 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.869, Explained Variance Score Train: 0.369 AUC Validation: 0.740, Explained Variance Score Validation: -0.063 AUC Test: 0.768, Explained Variance Score Test: 0.234 Bootstrap CV 66, alpha = (3000, 2, 1), R^2 train: 0.813, R^2 test: -0.139 Bootstrap CV 66, alpha = (3000, 2, 2), R^2 train: 0.618, R^2 test: 0.030 Bootstrap CV 66, alpha = (3000, 2, 5), R^2 train: 0.420, R^2 test: 0.161 Bootstrap CV 66, alpha = (3000, 2, 7), R^2 train: 0.355, R^2 test: 0.183 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.796, Explained Variance Score Train: 0.355 AUC Validation: 0.773, Explained Variance Score Validation: 0.196 AUC Test: 0.730, Explained Variance Score Test: 0.215 Bootstrap CV 79, alpha = (3000, 2, 1), R^2 train: 0.740, R^2 test: 0.138 Bootstrap CV 79, alpha = (3000, 2, 2), R^2 train: 0.590, R^2 test: 0.207 Bootstrap CV 79, alpha = (3000, 2, 5), R^2 train: 0.438, R^2 test: 0.206 Bootstrap CV 79, alpha = (3000, 2, 7), R^2 train: 0.403, R^2 test: 0.169 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.888, Explained Variance Score Train: 0.438 AUC Validation: 0.708, Explained Variance Score Validation: 0.219 AUC Test: 0.759, Explained Variance Score Test: 0.226 Bootstrap CV 74, alpha = (3000, 2, 1), R^2 train: 0.845, R^2 test: 0.142 Bootstrap CV 74, alpha = (3000, 2, 2), R^2 train: 0.706, R^2 test: 0.260 Bootstrap CV 74, alpha = (3000, 2, 5), R^2 train: 0.498, R^2 test: 0.376 Bootstrap CV 74, alpha = (3000, 2, 7), R^2 train: 0.460, R^2 test: 0.351 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.872, Explained Variance Score Train: 0.460 AUC Validation: 0.744, Explained Variance Score Validation: 0.357 AUC Test: 0.762, Explained Variance Score Test: 0.211 Bootstrap CV 75, alpha = (3000, 2, 1), R^2 train: 0.783, R^2 test: -0.060 Bootstrap CV 75, alpha = (3000, 2, 2), R^2 train: 0.530, R^2 test: 0.002 Bootstrap CV 75, alpha = (3000, 2, 5), R^2 train: 0.398, R^2 test: 0.162 Bootstrap CV 75, alpha = (3000, 2, 7), R^2 train: 0.323, R^2 test: 0.221 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.793, Explained Variance Score Train: 0.323 AUC Validation: 0.829, Explained Variance Score Validation: 0.231 AUC Test: 0.786, Explained Variance Score Test: 0.242 Bootstrap CV 76, alpha = (3000, 2, 1), R^2 train: 0.745, R^2 test: 0.142 Bootstrap CV 76, alpha = (3000, 2, 2), R^2 train: 0.605, R^2 test: 0.330 Bootstrap CV 76, alpha = (3000, 2, 5), R^2 train: 0.410, R^2 test: 0.461 Bootstrap CV 76, alpha = (3000, 2, 7), R^2 train: 0.364, R^2 test: 0.468 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.794, Explained Variance Score Train: 0.364 AUC Validation: 0.820, Explained Variance Score Validation: 0.471 AUC Test: 0.782, Explained Variance Score Test: 0.253 Running batch 6 of 7 with 16 nodes Bootstrap CV 94, alpha = (3000, 2, 1), R^2 train: 0.749, R^2 test: 0.075 Bootstrap CV 94, alpha = (3000, 2, 2), R^2 train: 0.573, R^2 test: 0.105 Bootstrap CV 94, alpha = (3000, 2, 5), R^2 train: 0.426, R^2 test: 0.108 Bootstrap CV 94, alpha = (3000, 2, 7), R^2 train: 0.393, R^2 test: 0.094 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.784, Explained Variance Score Train: 0.393 AUC Validation: 0.632, Explained Variance Score Validation: 0.126 AUC Test: 0.766, Explained Variance Score Test: 0.242 Bootstrap CV 90, alpha = (3000, 2, 1), R^2 train: 0.727, R^2 test: -0.120 Bootstrap CV 90, alpha = (3000, 2, 2), R^2 train: 0.549, R^2 test: 0.028 Bootstrap CV 90, alpha = (3000, 2, 5), R^2 train: 0.407, R^2 test: 0.105 Bootstrap CV 90, alpha = (3000, 2, 7), R^2 train: 0.377, R^2 test: 0.146 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.839, Explained Variance Score Train: 0.377 AUC Validation: 0.752, Explained Variance Score Validation: 0.178 AUC Test: 0.773, Explained Variance Score Test: 0.260 Bootstrap CV 89, alpha = (3000, 2, 1), R^2 train: 0.755, R^2 test: -0.264 Bootstrap CV 89, alpha = (3000, 2, 2), R^2 train: 0.577, R^2 test: -0.090 Bootstrap CV 89, alpha = (3000, 2, 5), R^2 train: 0.452, R^2 test: -0.005 Bootstrap CV 89, alpha = (3000, 2, 7), R^2 train: 0.408, R^2 test: 0.008 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.843, Explained Variance Score Train: 0.408 AUC Validation: 0.718, Explained Variance Score Validation: 0.011 AUC Test: 0.808, Explained Variance Score Test: 0.261 Bootstrap CV 86, alpha = (3000, 2, 1), R^2 train: 0.745, R^2 test: 0.079 Bootstrap CV 86, alpha = (3000, 2, 2), R^2 train: 0.563, R^2 test: 0.233 Bootstrap CV 86, alpha = (3000, 2, 5), R^2 train: 0.432, R^2 test: 0.259 Bootstrap CV 86, alpha = (3000, 2, 7), R^2 train: 0.406, R^2 test: 0.241 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.830, Explained Variance Score Train: 0.432 AUC Validation: 0.771, Explained Variance Score Validation: 0.260 AUC Test: 0.784, Explained Variance Score Test: 0.272 Bootstrap CV 85, alpha = (3000, 2, 1), R^2 train: 0.755, R^2 test: 0.213 Bootstrap CV 85, alpha = (3000, 2, 2), R^2 train: 0.570, R^2 test: 0.266 Bootstrap CV 85, alpha = (3000, 2, 5), R^2 train: 0.431, R^2 test: 0.273 Bootstrap CV 85, alpha = (3000, 2, 7), R^2 train: 0.383, R^2 test: 0.254 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.863, Explained Variance Score Train: 0.431 AUC Validation: 0.734, Explained Variance Score Validation: 0.275 AUC Test: 0.761, Explained Variance Score Test: 0.246 Bootstrap CV 80, alpha = (3000, 2, 1), R^2 train: 0.762, R^2 test: -0.006 Bootstrap CV 80, alpha = (3000, 2, 2), R^2 train: 0.579, R^2 test: 0.184 Bootstrap CV 80, alpha = (3000, 2, 5), R^2 train: 0.385, R^2 test: 0.228 Bootstrap CV 80, alpha = (3000, 2, 7), R^2 train: 0.341, R^2 test: 0.228 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.845, Explained Variance Score Train: 0.341 AUC Validation: 0.807, Explained Variance Score Validation: 0.264 AUC Test: 0.760, Explained Variance Score Test: 0.218 Bootstrap CV 87, alpha = (3000, 2, 1), R^2 train: 0.686, R^2 test: 0.151 Bootstrap CV 87, alpha = (3000, 2, 2), R^2 train: 0.570, R^2 test: 0.211 Bootstrap CV 87, alpha = (3000, 2, 5), R^2 train: 0.416, R^2 test: 0.225 Bootstrap CV 87, alpha = (3000, 2, 7), R^2 train: 0.381, R^2 test: 0.219 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.859, Explained Variance Score Train: 0.381 AUC Validation: 0.793, Explained Variance Score Validation: 0.222 AUC Test: 0.766, Explained Variance Score Test: 0.218 Bootstrap CV 93, alpha = (3000, 2, 1), R^2 train: 0.793, R^2 test: 0.212 Bootstrap CV 93, alpha = (3000, 2, 2), R^2 train: 0.621, R^2 test: 0.269 Bootstrap CV 93, alpha = (3000, 2, 5), R^2 train: 0.446, R^2 test: 0.252 Bootstrap CV 93, alpha = (3000, 2, 7), R^2 train: 0.398, R^2 test: 0.242 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.799, Explained Variance Score Train: 0.398 AUC Validation: 0.695, Explained Variance Score Validation: 0.243 AUC Test: 0.773, Explained Variance Score Test: 0.226 Bootstrap CV 92, alpha = (3000, 2, 1), R^2 train: 0.721, R^2 test: -0.112 Bootstrap CV 92, alpha = (3000, 2, 2), R^2 train: 0.581, R^2 test: 0.079 Bootstrap CV 92, alpha = (3000, 2, 5), R^2 train: 0.426, R^2 test: 0.211 Bootstrap CV 92, alpha = (3000, 2, 7), R^2 train: 0.388, R^2 test: 0.210 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.846, Explained Variance Score Train: 0.388 AUC Validation: 0.789, Explained Variance Score Validation: 0.217 AUC Test: 0.774, Explained Variance Score Test: 0.257 Bootstrap CV 84, alpha = (3000, 2, 1), R^2 train: 0.617, R^2 test: 0.133 Bootstrap CV 84, alpha = (3000, 2, 2), R^2 train: 0.526, R^2 test: 0.187 Bootstrap CV 84, alpha = (3000, 2, 5), R^2 train: 0.415, R^2 test: 0.209 Bootstrap CV 84, alpha = (3000, 2, 7), R^2 train: 0.393, R^2 test: 0.222 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.878, Explained Variance Score Train: 0.393 AUC Validation: 0.732, Explained Variance Score Validation: 0.231 AUC Test: 0.781, Explained Variance Score Test: 0.258 Bootstrap CV 91, alpha = (3000, 2, 1), R^2 train: 0.815, R^2 test: 0.194 Bootstrap CV 91, alpha = (3000, 2, 2), R^2 train: 0.602, R^2 test: 0.259 Bootstrap CV 91, alpha = (3000, 2, 5), R^2 train: 0.463, R^2 test: 0.282 Bootstrap CV 91, alpha = (3000, 2, 7), R^2 train: 0.436, R^2 test: 0.316 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.867, Explained Variance Score Train: 0.436 AUC Validation: 0.825, Explained Variance Score Validation: 0.316 AUC Test: 0.760, Explained Variance Score Test: 0.206 Bootstrap CV 81, alpha = (3000, 2, 1), R^2 train: 0.710, R^2 test: 0.318 Bootstrap CV 81, alpha = (3000, 2, 2), R^2 train: 0.545, R^2 test: 0.333 Bootstrap CV 81, alpha = (3000, 2, 5), R^2 train: 0.431, R^2 test: 0.330 Bootstrap CV 81, alpha = (3000, 2, 7), R^2 train: 0.395, R^2 test: 0.306 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.847, Explained Variance Score Train: 0.395 AUC Validation: 0.907, Explained Variance Score Validation: 0.328 AUC Test: 0.775, Explained Variance Score Test: 0.257 Bootstrap CV 95, alpha = (3000, 2, 1), R^2 train: 0.707, R^2 test: 0.048 Bootstrap CV 95, alpha = (3000, 2, 2), R^2 train: 0.549, R^2 test: 0.138 Bootstrap CV 95, alpha = (3000, 2, 5), R^2 train: 0.386, R^2 test: 0.235 Bootstrap CV 95, alpha = (3000, 2, 7), R^2 train: 0.342, R^2 test: 0.244 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.797, Explained Variance Score Train: 0.342 AUC Validation: 0.729, Explained Variance Score Validation: 0.245 AUC Test: 0.780, Explained Variance Score Test: 0.225 Bootstrap CV 83, alpha = (3000, 2, 1), R^2 train: 0.817, R^2 test: -0.807 Bootstrap CV 83, alpha = (3000, 2, 2), R^2 train: 0.631, R^2 test: -0.322 Bootstrap CV 83, alpha = (3000, 2, 5), R^2 train: 0.498, R^2 test: -0.086 Bootstrap CV 83, alpha = (3000, 2, 7), R^2 train: 0.457, R^2 test: -0.032 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.893, Explained Variance Score Train: 0.498 AUC Validation: 0.579, Explained Variance Score Validation: -0.086 AUC Test: 0.746, Explained Variance Score Test: 0.181 Bootstrap CV 82, alpha = (3000, 2, 1), R^2 train: 0.749, R^2 test: 0.131 Bootstrap CV 82, alpha = (3000, 2, 2), R^2 train: 0.609, R^2 test: 0.195 Bootstrap CV 82, alpha = (3000, 2, 5), R^2 train: 0.444, R^2 test: 0.266 Bootstrap CV 82, alpha = (3000, 2, 7), R^2 train: 0.400, R^2 test: 0.273 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.824, Explained Variance Score Train: 0.400 AUC Validation: 0.779, Explained Variance Score Validation: 0.281 AUC Test: 0.776, Explained Variance Score Test: 0.246 Bootstrap CV 88, alpha = (3000, 2, 1), R^2 train: 0.670, R^2 test: 0.086 Bootstrap CV 88, alpha = (3000, 2, 2), R^2 train: 0.499, R^2 test: 0.157 Bootstrap CV 88, alpha = (3000, 2, 5), R^2 train: 0.355, R^2 test: 0.221 Bootstrap CV 88, alpha = (3000, 2, 7), R^2 train: 0.312, R^2 test: 0.241 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.797, Explained Variance Score Train: 0.312 AUC Validation: 0.769, Explained Variance Score Validation: 0.244 AUC Test: 0.746, Explained Variance Score Test: 0.196 Running batch 7 of 7 with 4 nodes Bootstrap CV 98, alpha = (3000, 2, 1), R^2 train: 0.666, R^2 test: 0.023 Bootstrap CV 98, alpha = (3000, 2, 2), R^2 train: 0.524, R^2 test: 0.115 Bootstrap CV 98, alpha = (3000, 2, 5), R^2 train: 0.367, R^2 test: 0.151 Bootstrap CV 98, alpha = (3000, 2, 7), R^2 train: 0.335, R^2 test: 0.172 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.824, Explained Variance Score Train: 0.335 AUC Validation: 0.689, Explained Variance Score Validation: 0.177 AUC Test: 0.748, Explained Variance Score Test: 0.206 Bootstrap CV 96, alpha = (3000, 2, 1), R^2 train: 0.804, R^2 test: -0.346 Bootstrap CV 96, alpha = (3000, 2, 2), R^2 train: 0.622, R^2 test: -0.167 Bootstrap CV 96, alpha = (3000, 2, 5), R^2 train: 0.485, R^2 test: -0.070 Bootstrap CV 96, alpha = (3000, 2, 7), R^2 train: 0.449, R^2 test: -0.014 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.856, Explained Variance Score Train: 0.449 AUC Validation: 0.689, Explained Variance Score Validation: -0.014 AUC Test: 0.757, Explained Variance Score Test: 0.220 Bootstrap CV 99, alpha = (3000, 2, 1), R^2 train: 0.713, R^2 test: -0.020 Bootstrap CV 99, alpha = (3000, 2, 2), R^2 train: 0.563, R^2 test: 0.157 Bootstrap CV 99, alpha = (3000, 2, 5), R^2 train: 0.390, R^2 test: 0.291 Bootstrap CV 99, alpha = (3000, 2, 7), R^2 train: 0.351, R^2 test: 0.306 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.835, Explained Variance Score Train: 0.351 AUC Validation: 0.789, Explained Variance Score Validation: 0.307 AUC Test: 0.765, Explained Variance Score Test: 0.223 Bootstrap CV 97, alpha = (3000, 2, 1), R^2 train: 0.788, R^2 test: 0.268 Bootstrap CV 97, alpha = (3000, 2, 2), R^2 train: 0.624, R^2 test: 0.412 Bootstrap CV 97, alpha = (3000, 2, 5), R^2 train: 0.439, R^2 test: 0.463 Bootstrap CV 97, alpha = (3000, 2, 7), R^2 train: 0.395, R^2 test: 0.397 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.873, Explained Variance Score Train: 0.395 AUC Validation: 0.854, Explained Variance Score Validation: 0.410 AUC Test: 0.769, Explained Variance Score Test: 0.159 total Variables 1 and total subjects: 1698 ->AUC validation: 0.742 95% CI: [0.728 , 0.757] ->AUC test: 0.769 95% CI: [0.766 , 0.772] ->R^2 validation: 0.194 95% CI: [0.170 , 0.218] ->R^2 test: 0.231 95% CI: [0.226 , 0.236] ->Explained Variance validation: 0.183 95% CI: [0.158 , 0.208] ->Explained Variance test: 0.226 95% CI: [0.221 , 0.231] Test set metrics: @threshold:2.528, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:1.528, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:1.526, sens:0.145, spec:0.989, ppv:0.727, acc:0.853, f1:0.242, mcc:0.102, total+:11, total-:328 @threshold:1.218, sens:0.164, spec:0.986, ppv:0.692, acc:0.853, f1:0.265, mcc:0.078, total+:13, total-:326 @threshold:1.211, sens:0.182, spec:0.982, ppv:0.667, acc:0.853, f1:0.286, mcc:0.064, total+:15, total-:324 @threshold:1.136, sens:0.200, spec:0.979, ppv:0.647, acc:0.853, f1:0.306, mcc:0.055, total+:17, total-:322 @threshold:1.006, sens:0.218, spec:0.972, ppv:0.600, acc:0.850, f1:0.320, mcc:0.041, total+:20, total-:319 @threshold:0.999, sens:0.236, spec:0.968, ppv:0.591, acc:0.850, f1:0.338, mcc:0.037, total+:22, total-:317 @threshold:0.999, sens:0.236, spec:0.965, ppv:0.565, acc:0.847, f1:0.333, mcc:0.032, total+:23, total-:316 @threshold:0.998, sens:0.255, spec:0.965, ppv:0.583, acc:0.850, f1:0.354, mcc:0.034, total+:24, total-:315 @threshold:0.976, sens:0.273, spec:0.958, ppv:0.556, acc:0.847, f1:0.366, mcc:0.029, total+:27, total-:312 @threshold:0.962, sens:0.291, spec:0.954, ppv:0.552, acc:0.847, f1:0.381, mcc:0.027, total+:29, total-:310 @threshold:0.952, sens:0.291, spec:0.951, ppv:0.533, acc:0.844, f1:0.376, mcc:0.025, total+:30, total-:309 @threshold:0.947, sens:0.309, spec:0.947, ppv:0.531, acc:0.844, f1:0.391, mcc:0.024, total+:32, total-:307 @threshold:0.844, sens:0.345, spec:0.944, ppv:0.543, acc:0.847, f1:0.422, mcc:0.024, total+:35, total-:304 @threshold:0.810, sens:0.345, spec:0.940, ppv:0.528, acc:0.844, f1:0.418, mcc:0.022, total+:36, total-:303 @threshold:0.801, sens:0.382, spec:0.937, ppv:0.538, acc:0.847, f1:0.447, mcc:0.022, total+:39, total-:300 @threshold:0.735, sens:0.400, spec:0.937, ppv:0.550, acc:0.850, f1:0.463, mcc:0.023, total+:40, total-:299 @threshold:0.735, sens:0.400, spec:0.933, ppv:0.537, acc:0.847, f1:0.458, mcc:0.022, total+:41, total-:298 @threshold:0.728, sens:0.418, spec:0.930, ppv:0.535, acc:0.847, f1:0.469, mcc:0.021, total+:43, total-:296 @threshold:0.727, sens:0.418, spec:0.926, ppv:0.523, acc:0.844, f1:0.465, mcc:0.020, total+:44, total-:295 @threshold:0.727, sens:0.436, spec:0.919, ppv:0.511, acc:0.841, f1:0.471, mcc:0.018, total+:47, total-:292 @threshold:0.727, sens:0.455, spec:0.919, ppv:0.521, acc:0.844, f1:0.485, mcc:0.019, total+:48, total-:291 @threshold:0.727, sens:0.455, spec:0.915, ppv:0.510, acc:0.841, f1:0.481, mcc:0.018, total+:49, total-:290 @threshold:0.709, sens:0.473, spec:0.908, ppv:0.500, acc:0.838, f1:0.486, mcc:0.017, total+:52, total-:287 @threshold:0.675, sens:0.473, spec:0.905, ppv:0.491, acc:0.835, f1:0.481, mcc:0.016, total+:53, total-:286 @threshold:0.590, sens:0.491, spec:0.894, ppv:0.474, acc:0.829, f1:0.482, mcc:0.014, total+:57, total-:282 @threshold:0.575, sens:0.491, spec:0.891, ppv:0.466, acc:0.826, f1:0.478, mcc:0.013, total+:58, total-:281 @threshold:0.555, sens:0.509, spec:0.884, ppv:0.459, acc:0.823, f1:0.483, mcc:0.013, total+:61, total-:278 @threshold:0.554, sens:0.509, spec:0.880, ppv:0.452, acc:0.820, f1:0.479, mcc:0.012, total+:62, total-:277 @threshold:0.547, sens:0.509, spec:0.873, ppv:0.438, acc:0.814, f1:0.471, mcc:0.011, total+:64, total-:275 @threshold:0.545, sens:0.527, spec:0.873, ppv:0.446, acc:0.817, f1:0.483, mcc:0.012, total+:65, total-:274 @threshold:0.536, sens:0.527, spec:0.863, ppv:0.426, acc:0.808, f1:0.472, mcc:0.010, total+:68, total-:271 @threshold:0.422, sens:0.527, spec:0.838, ppv:0.387, acc:0.788, f1:0.446, mcc:0.008, total+:75, total-:264 @threshold:0.422, sens:0.545, spec:0.831, ppv:0.385, acc:0.785, f1:0.451, mcc:0.008, total+:78, total-:261 @threshold:0.418, sens:0.564, spec:0.827, ppv:0.388, acc:0.785, f1:0.459, mcc:0.008, total+:80, total-:259 @threshold:0.412, sens:0.564, spec:0.817, ppv:0.373, acc:0.776, f1:0.449, mcc:0.007, total+:83, total-:256 @threshold:0.395, sens:0.564, spec:0.813, ppv:0.369, acc:0.773, f1:0.446, mcc:0.007, total+:84, total-:255 @threshold:0.374, sens:0.582, spec:0.796, ppv:0.356, acc:0.761, f1:0.441, mcc:0.006, total+:90, total-:249 @threshold:0.358, sens:0.582, spec:0.789, ppv:0.348, acc:0.755, f1:0.435, mcc:0.006, total+:92, total-:247 @threshold:0.349, sens:0.582, spec:0.771, ppv:0.330, acc:0.740, f1:0.421, mcc:0.005, total+:97, total-:242 @threshold:0.245, sens:0.582, spec:0.768, ppv:0.327, acc:0.737, f1:0.418, mcc:0.005, total+:98, total-:241 @threshold:0.239, sens:0.582, spec:0.761, ppv:0.320, acc:0.732, f1:0.413, mcc:0.005, total+:100, total-:239 @threshold:0.203, sens:0.600, spec:0.761, ppv:0.327, acc:0.735, f1:0.423, mcc:0.005, total+:101, total-:238 @threshold:0.184, sens:0.618, spec:0.754, ppv:0.327, acc:0.732, f1:0.428, mcc:0.005, total+:104, total-:235 @threshold:0.184, sens:0.618, spec:0.750, ppv:0.324, acc:0.729, f1:0.425, mcc:0.005, total+:105, total-:234 @threshold:0.175, sens:0.618, spec:0.743, ppv:0.318, acc:0.723, f1:0.420, mcc:0.005, total+:107, total-:232 @threshold:0.175, sens:0.636, spec:0.739, ppv:0.321, acc:0.723, f1:0.427, mcc:0.005, total+:109, total-:230 @threshold:0.173, sens:0.655, spec:0.739, ppv:0.327, acc:0.726, f1:0.436, mcc:0.005, total+:110, total-:229 @threshold:0.172, sens:0.655, spec:0.736, ppv:0.324, acc:0.723, f1:0.434, mcc:0.005, total+:111, total-:228 @threshold:0.171, sens:0.691, spec:0.732, ppv:0.333, acc:0.726, f1:0.450, mcc:0.005, total+:114, total-:225 @threshold:0.171, sens:0.691, spec:0.722, ppv:0.325, acc:0.717, f1:0.442, mcc:0.005, total+:117, total-:222 @threshold:0.171, sens:0.709, spec:0.718, ppv:0.328, acc:0.717, f1:0.448, mcc:0.005, total+:119, total-:220 @threshold:0.171, sens:0.709, spec:0.711, ppv:0.322, acc:0.711, f1:0.443, mcc:0.005, total+:121, total-:218 @threshold:0.170, sens:0.709, spec:0.708, ppv:0.320, acc:0.708, f1:0.441, mcc:0.005, total+:122, total-:217 @threshold:0.169, sens:0.727, spec:0.676, ppv:0.303, acc:0.684, f1:0.428, mcc:0.004, total+:132, total-:207 @threshold:0.128, sens:0.727, spec:0.665, ppv:0.296, acc:0.676, f1:0.421, mcc:0.004, total+:135, total-:204 @threshold:0.090, sens:0.727, spec:0.658, ppv:0.292, acc:0.670, f1:0.417, mcc:0.004, total+:137, total-:202 @threshold:0.068, sens:0.727, spec:0.634, ppv:0.278, acc:0.649, f1:0.402, mcc:0.003, total+:144, total-:195 @threshold:0.057, sens:0.727, spec:0.613, ppv:0.267, acc:0.631, f1:0.390, mcc:0.003, total+:150, total-:189 @threshold:0.053, sens:0.727, spec:0.606, ppv:0.263, acc:0.625, f1:0.386, mcc:0.003, total+:152, total-:187 @threshold:0.050, sens:0.727, spec:0.595, ppv:0.258, acc:0.617, f1:0.381, mcc:0.003, total+:155, total-:184 @threshold:-0.037, sens:0.727, spec:0.588, ppv:0.255, acc:0.611, f1:0.377, mcc:0.003, total+:157, total-:182 @threshold:-0.038, sens:0.745, spec:0.585, ppv:0.258, acc:0.611, f1:0.383, mcc:0.003, total+:159, total-:180 @threshold:-0.091, sens:0.745, spec:0.577, ppv:0.255, acc:0.605, f1:0.380, mcc:0.003, total+:161, total-:178 @threshold:-0.138, sens:0.764, spec:0.577, ppv:0.259, acc:0.608, f1:0.387, mcc:0.003, total+:162, total-:177 @threshold:-0.142, sens:0.764, spec:0.574, ppv:0.258, acc:0.605, f1:0.385, mcc:0.003, total+:163, total-:176 @threshold:-0.160, sens:0.782, spec:0.570, ppv:0.261, acc:0.605, f1:0.391, mcc:0.003, total+:165, total-:174 @threshold:-0.160, sens:0.782, spec:0.567, ppv:0.259, acc:0.602, f1:0.389, mcc:0.003, total+:166, total-:173 @threshold:-0.172, sens:0.800, spec:0.567, ppv:0.263, acc:0.605, f1:0.396, mcc:0.003, total+:167, total-:172 @threshold:-0.176, sens:0.800, spec:0.560, ppv:0.260, acc:0.599, f1:0.393, mcc:0.003, total+:169, total-:170 @threshold:-0.183, sens:0.800, spec:0.556, ppv:0.259, acc:0.596, f1:0.391, mcc:0.003, total+:170, total-:169 @threshold:-0.192, sens:0.800, spec:0.546, ppv:0.254, acc:0.587, f1:0.386, mcc:0.003, total+:173, total-:166 @threshold:-0.195, sens:0.800, spec:0.539, ppv:0.251, acc:0.581, f1:0.383, mcc:0.003, total+:175, total-:164 @threshold:-0.195, sens:0.800, spec:0.535, ppv:0.250, acc:0.578, f1:0.381, mcc:0.003, total+:176, total-:163 @threshold:-0.199, sens:0.800, spec:0.528, ppv:0.247, acc:0.572, f1:0.378, mcc:0.003, total+:178, total-:161 @threshold:-0.213, sens:0.818, spec:0.528, ppv:0.251, acc:0.575, f1:0.385, mcc:0.003, total+:179, total-:160 @threshold:-0.216, sens:0.818, spec:0.525, ppv:0.250, acc:0.572, f1:0.383, mcc:0.003, total+:180, total-:159 @threshold:-0.219, sens:0.818, spec:0.514, ppv:0.246, acc:0.563, f1:0.378, mcc:0.003, total+:183, total-:156 @threshold:-0.220, sens:0.818, spec:0.507, ppv:0.243, acc:0.558, f1:0.375, mcc:0.002, total+:185, total-:154 @threshold:-0.221, sens:0.818, spec:0.504, ppv:0.242, acc:0.555, f1:0.373, mcc:0.002, total+:186, total-:153 @threshold:-0.223, sens:0.818, spec:0.496, ppv:0.239, acc:0.549, f1:0.370, mcc:0.002, total+:188, total-:151 @threshold:-0.232, sens:0.891, spec:0.451, ppv:0.239, acc:0.522, f1:0.377, mcc:0.003, total+:205, total-:134 @threshold:-0.261, sens:0.891, spec:0.447, ppv:0.238, acc:0.519, f1:0.375, mcc:0.002, total+:206, total-:133 @threshold:-0.261, sens:0.891, spec:0.423, ppv:0.230, acc:0.499, f1:0.366, mcc:0.002, total+:213, total-:126 @threshold:-0.289, sens:0.891, spec:0.419, ppv:0.229, acc:0.496, f1:0.364, mcc:0.002, total+:214, total-:125 @threshold:-0.294, sens:0.891, spec:0.412, ppv:0.227, acc:0.490, f1:0.362, mcc:0.002, total+:216, total-:123 @threshold:-0.300, sens:0.891, spec:0.408, ppv:0.226, acc:0.487, f1:0.360, mcc:0.002, total+:217, total-:122 @threshold:-0.305, sens:0.891, spec:0.401, ppv:0.224, acc:0.481, f1:0.358, mcc:0.002, total+:219, total-:120 @threshold:-0.308, sens:0.891, spec:0.398, ppv:0.223, acc:0.478, f1:0.356, mcc:0.002, total+:220, total-:119 @threshold:-0.320, sens:0.891, spec:0.391, ppv:0.221, acc:0.472, f1:0.354, mcc:0.002, total+:222, total-:117 @threshold:-0.325, sens:0.909, spec:0.373, ppv:0.219, acc:0.460, f1:0.353, mcc:0.002, total+:228, total-:111 @threshold:-0.329, sens:0.909, spec:0.370, ppv:0.218, acc:0.457, f1:0.352, mcc:0.002, total+:229, total-:110 @threshold:-0.331, sens:0.927, spec:0.352, ppv:0.217, acc:0.445, f1:0.352, mcc:0.002, total+:235, total-:104 @threshold:-0.341, sens:0.927, spec:0.349, ppv:0.216, acc:0.442, f1:0.351, mcc:0.002, total+:236, total-:103 @threshold:-0.344, sens:0.945, spec:0.324, ppv:0.213, acc:0.425, f1:0.348, mcc:0.002, total+:244, total-:95 @threshold:-0.349, sens:0.945, spec:0.320, ppv:0.212, acc:0.422, f1:0.347, mcc:0.002, total+:245, total-:94 @threshold:-0.358, sens:0.945, spec:0.310, ppv:0.210, acc:0.413, f1:0.343, mcc:0.002, total+:248, total-:91 @threshold:-0.366, sens:0.945, spec:0.306, ppv:0.209, acc:0.410, f1:0.342, mcc:0.002, total+:249, total-:90 @threshold:-0.371, sens:0.945, spec:0.285, ppv:0.204, acc:0.392, f1:0.335, mcc:0.002, total+:255, total-:84 @threshold:-0.372, sens:0.945, spec:0.282, ppv:0.203, acc:0.389, f1:0.334, mcc:0.002, total+:256, total-:83 @threshold:-0.375, sens:0.945, spec:0.257, ppv:0.198, acc:0.369, f1:0.327, mcc:0.002, total+:263, total-:76 @threshold:-0.417, sens:0.945, spec:0.246, ppv:0.195, acc:0.360, f1:0.324, mcc:0.002, total+:266, total-:73 @threshold:-0.427, sens:0.945, spec:0.243, ppv:0.195, acc:0.357, f1:0.323, mcc:0.002, total+:267, total-:72 @threshold:-0.428, sens:0.945, spec:0.236, ppv:0.193, acc:0.351, f1:0.321, mcc:0.002, total+:269, total-:70 @threshold:-0.429, sens:0.945, spec:0.225, ppv:0.191, acc:0.342, f1:0.318, mcc:0.002, total+:272, total-:67 @threshold:-0.430, sens:0.945, spec:0.201, ppv:0.186, acc:0.322, f1:0.311, mcc:0.001, total+:279, total-:60 @threshold:-0.431, sens:0.945, spec:0.194, ppv:0.185, acc:0.316, f1:0.310, mcc:0.001, total+:281, total-:58 @threshold:-0.433, sens:0.945, spec:0.176, ppv:0.182, acc:0.301, f1:0.305, mcc:0.001, total+:286, total-:53 @threshold:-0.434, sens:0.945, spec:0.173, ppv:0.181, acc:0.298, f1:0.304, mcc:0.001, total+:287, total-:52 @threshold:-0.441, sens:0.964, spec:0.173, ppv:0.184, acc:0.301, f1:0.309, mcc:0.001, total+:288, total-:51 @threshold:-0.460, sens:0.982, spec:0.165, ppv:0.186, acc:0.298, f1:0.312, mcc:0.002, total+:291, total-:48 @threshold:-0.527, sens:0.982, spec:0.158, ppv:0.184, acc:0.292, f1:0.310, mcc:0.002, total+:293, total-:46 @threshold:-0.532, sens:0.982, spec:0.155, ppv:0.184, acc:0.289, f1:0.309, mcc:0.002, total+:294, total-:45 @threshold:-0.540, sens:0.982, spec:0.148, ppv:0.182, acc:0.283, f1:0.308, mcc:0.002, total+:296, total-:43 @threshold:-0.541, sens:0.982, spec:0.144, ppv:0.182, acc:0.280, f1:0.307, mcc:0.002, total+:297, total-:42 @threshold:-0.559, sens:1.000, spec:0.137, ppv:0.183, acc:0.277, f1:0.310, mcc:0.002, total+:300, total-:39 @threshold:-0.566, sens:1.000, spec:0.134, ppv:0.183, acc:0.274, f1:0.309, mcc:0.002, total+:301, total-:38 @threshold:-0.575, sens:1.000, spec:0.116, ppv:0.180, acc:0.260, f1:0.305, mcc:0.002, total+:306, total-:33 @threshold:-0.580, sens:1.000, spec:0.102, ppv:0.177, acc:0.248, f1:0.301, mcc:0.002, total+:310, total-:29 @threshold:-0.581, sens:1.000, spec:0.099, ppv:0.177, acc:0.245, f1:0.301, mcc:0.002, total+:311, total-:28 @threshold:-0.581, sens:1.000, spec:0.077, ppv:0.174, acc:0.227, f1:0.296, mcc:0.002, total+:317, total-:22 @threshold:-0.624, sens:1.000, spec:0.067, ppv:0.172, acc:0.218, f1:0.293, mcc:0.002, total+:320, total-:19 @threshold:-0.637, sens:1.000, spec:0.063, ppv:0.171, acc:0.215, f1:0.293, mcc:0.002, total+:321, total-:18 @threshold:-0.739, sens:1.000, spec:0.056, ppv:0.170, acc:0.209, f1:0.291, mcc:0.002, total+:323, total-:16 * Vital: Wt for Length ZScore-latest | coef 1.000 95% CI: [1.000 , 1.000] | OR_adj 2.718 [2.718 2.718] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.783 Correlated most with: Vital : 1.0 Time to run analysis 0:06:06.463680 Total Time elapsed 14:36:02.849181 ----------------------------------------------------- girls no_min wfl_latest gradientboost regression Running batch 1 of 7 with 16 nodes Bootstrap CV 14, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.375, R^2 test: 0.249 Bootstrap CV 14, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.375, R^2 test: 0.249 Bootstrap CV 14, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.375, R^2 test: 0.249 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.824, Explained Variance Score Train: 0.396 AUC Validation: 0.814, Explained Variance Score Validation: 0.249 AUC Test: 0.760, Explained Variance Score Test: 0.226 Bootstrap CV 13, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.471, R^2 test: 0.186 Bootstrap CV 13, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.471, R^2 test: 0.186 Bootstrap CV 13, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.471, R^2 test: 0.186 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.864, Explained Variance Score Train: 0.504 AUC Validation: 0.772, Explained Variance Score Validation: 0.233 AUC Test: 0.763, Explained Variance Score Test: 0.286 Bootstrap CV 12, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.528, R^2 test: 0.117 Bootstrap CV 12, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.528, R^2 test: 0.117 Bootstrap CV 12, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.528, R^2 test: 0.117 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.909, Explained Variance Score Train: 0.544 AUC Validation: 0.688, Explained Variance Score Validation: 0.142 AUC Test: 0.722, Explained Variance Score Test: 0.028 Bootstrap CV 11, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.470, R^2 test: 0.074 Bootstrap CV 11, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.470, R^2 test: 0.074 Bootstrap CV 11, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.470, R^2 test: 0.074 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.837, Explained Variance Score Train: 0.495 AUC Validation: 0.645, Explained Variance Score Validation: 0.086 AUC Test: 0.770, Explained Variance Score Test: 0.265 Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.439, R^2 test: 0.250 Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.439, R^2 test: 0.250 Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.439, R^2 test: 0.250 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.812, Explained Variance Score Train: 0.469 AUC Validation: 0.812, Explained Variance Score Validation: 0.273 AUC Test: 0.773, Explained Variance Score Test: 0.273 Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.500, R^2 test: -0.141 Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.500, R^2 test: -0.141 Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.501, R^2 test: -0.142 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.909, Explained Variance Score Train: 0.517 AUC Validation: 0.746, Explained Variance Score Validation: -0.139 AUC Test: 0.748, Explained Variance Score Test: 0.158 Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.427, R^2 test: 0.261 Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.435, R^2 test: 0.256 Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.435, R^2 test: 0.256 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.831, Explained Variance Score Train: 0.458 AUC Validation: 0.726, Explained Variance Score Validation: 0.268 AUC Test: 0.749, Explained Variance Score Test: 0.213 Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.376, R^2 test: -0.022 Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.389, R^2 test: -0.032 Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.389, R^2 test: -0.032 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.858, Explained Variance Score Train: 0.390 AUC Validation: 0.638, Explained Variance Score Validation: 0.059 AUC Test: 0.714, Explained Variance Score Test: 0.091 Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.345, R^2 test: 0.090 Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.345, R^2 test: 0.090 Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.345, R^2 test: 0.090 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.791, Explained Variance Score Train: 0.363 AUC Validation: 0.716, Explained Variance Score Validation: 0.128 AUC Test: 0.749, Explained Variance Score Test: 0.063 Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.469, R^2 test: 0.057 Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.471, R^2 test: 0.053 Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.471, R^2 test: 0.053 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.782, Explained Variance Score Train: 0.474 AUC Validation: 0.681, Explained Variance Score Validation: 0.058 AUC Test: 0.768, Explained Variance Score Test: 0.225 Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.421, R^2 test: 0.200 Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.434, R^2 test: 0.200 Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.436, R^2 test: 0.200 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.793, Explained Variance Score Train: 0.452 AUC Validation: 0.655, Explained Variance Score Validation: 0.201 AUC Test: 0.797, Explained Variance Score Test: 0.198 Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.431, R^2 test: 0.031 Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.431, R^2 test: 0.031 Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.431, R^2 test: 0.031 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.648, Explained Variance Score Train: 0.442 AUC Validation: 0.809, Explained Variance Score Validation: 0.080 AUC Test: 0.752, Explained Variance Score Test: 0.075 Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.436, R^2 test: 0.112 Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.456, R^2 test: 0.002 Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.456, R^2 test: -0.006 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.773, Explained Variance Score Train: 0.447 AUC Validation: 0.716, Explained Variance Score Validation: 0.189 AUC Test: 0.650, Explained Variance Score Test: 0.042 Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.358, R^2 test: -0.089 Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.358, R^2 test: -0.089 Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.358, R^2 test: -0.089 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.805, Explained Variance Score Train: 0.389 AUC Validation: 0.739, Explained Variance Score Validation: -0.063 AUC Test: 0.721, Explained Variance Score Test: 0.099 Bootstrap CV 15, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.384, R^2 test: -0.014 Bootstrap CV 15, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.448, R^2 test: -0.083 Bootstrap CV 15, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.468, R^2 test: -0.114 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.812, Explained Variance Score Train: 0.470 AUC Validation: 0.573, Explained Variance Score Validation: -0.073 AUC Test: 0.744, Explained Variance Score Test: 0.163 Bootstrap CV 10, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.283, R^2 test: -0.006 Bootstrap CV 10, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.283, R^2 test: -0.006 Bootstrap CV 10, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.283, R^2 test: -0.006 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.800, Explained Variance Score Train: 0.328 AUC Validation: 0.643, Explained Variance Score Validation: 0.028 AUC Test: 0.727, Explained Variance Score Test: 0.217 Running batch 2 of 7 with 16 nodes Bootstrap CV 24, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.357, R^2 test: 0.159 Bootstrap CV 24, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.389, R^2 test: 0.127 Bootstrap CV 24, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.389, R^2 test: 0.127 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.850, Explained Variance Score Train: 0.375 AUC Validation: 0.748, Explained Variance Score Validation: 0.204 AUC Test: 0.690, Explained Variance Score Test: 0.192 Bootstrap CV 26, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.411, R^2 test: 0.233 Bootstrap CV 26, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.411, R^2 test: 0.232 Bootstrap CV 26, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.411, R^2 test: 0.232 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.859, Explained Variance Score Train: 0.439 AUC Validation: 0.876, Explained Variance Score Validation: 0.251 AUC Test: 0.737, Explained Variance Score Test: 0.183 Bootstrap CV 22, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.183, R^2 test: 0.229 Bootstrap CV 22, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.183, R^2 test: 0.229 Bootstrap CV 22, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.183, R^2 test: 0.229 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.705, Explained Variance Score Train: 0.215 AUC Validation: 0.750, Explained Variance Score Validation: 0.236 AUC Test: 0.721, Explained Variance Score Test: 0.196 Bootstrap CV 28, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.291, R^2 test: 0.236 Bootstrap CV 28, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.291, R^2 test: 0.236 Bootstrap CV 28, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.291, R^2 test: 0.236 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.837, Explained Variance Score Train: 0.337 AUC Validation: 0.620, Explained Variance Score Validation: 0.287 AUC Test: 0.759, Explained Variance Score Test: 0.199 Bootstrap CV 29, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.409, R^2 test: 0.408 Bootstrap CV 29, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.409, R^2 test: 0.408 Bootstrap CV 29, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.409, R^2 test: 0.408 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.840, Explained Variance Score Train: 0.442 AUC Validation: 0.834, Explained Variance Score Validation: 0.408 AUC Test: 0.733, Explained Variance Score Test: 0.165 Bootstrap CV 31, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.448, R^2 test: 0.236 Bootstrap CV 31, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.448, R^2 test: 0.236 Bootstrap CV 31, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.448, R^2 test: 0.236 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.859, Explained Variance Score Train: 0.482 AUC Validation: 0.716, Explained Variance Score Validation: 0.269 AUC Test: 0.722, Explained Variance Score Test: 0.116 Bootstrap CV 25, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.318, R^2 test: 0.123 Bootstrap CV 25, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.320, R^2 test: 0.124 Bootstrap CV 25, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.320, R^2 test: 0.124 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.742, Explained Variance Score Train: 0.350 AUC Validation: 0.740, Explained Variance Score Validation: 0.193 AUC Test: 0.752, Explained Variance Score Test: 0.157 Bootstrap CV 20, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.308, R^2 test: 0.066 Bootstrap CV 20, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.308, R^2 test: 0.066 Bootstrap CV 20, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.308, R^2 test: 0.066 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.817, Explained Variance Score Train: 0.335 AUC Validation: 0.668, Explained Variance Score Validation: 0.212 AUC Test: 0.709, Explained Variance Score Test: 0.196 Bootstrap CV 30, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.350, R^2 test: -0.013 Bootstrap CV 30, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.350, R^2 test: -0.013 Bootstrap CV 30, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.350, R^2 test: -0.013 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.813, Explained Variance Score Train: 0.386 AUC Validation: 0.799, Explained Variance Score Validation: -0.011 AUC Test: 0.763, Explained Variance Score Test: 0.140 Bootstrap CV 19, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.448, R^2 test: -0.013 Bootstrap CV 19, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.448, R^2 test: -0.013 Bootstrap CV 19, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.481, R^2 test: -0.013 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.830, Explained Variance Score Train: 0.466 AUC Validation: 0.722, Explained Variance Score Validation: -0.006 AUC Test: 0.742, Explained Variance Score Test: 0.174 Bootstrap CV 17, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.681, R^2 test: -0.058 Bootstrap CV 17, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.692, R^2 test: -0.062 Bootstrap CV 17, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.694, R^2 test: -0.064 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.839, Explained Variance Score Train: 0.687 AUC Validation: 0.613, Explained Variance Score Validation: -0.042 AUC Test: 0.751, Explained Variance Score Test: -0.030 Bootstrap CV 21, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.422, R^2 test: 0.019 Bootstrap CV 21, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.424, R^2 test: 0.008 Bootstrap CV 21, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.424, R^2 test: 0.008 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.784, Explained Variance Score Train: 0.440 AUC Validation: 0.695, Explained Variance Score Validation: 0.085 AUC Test: 0.782, Explained Variance Score Test: 0.172 Bootstrap CV 23, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.448, R^2 test: -0.007 Bootstrap CV 23, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.448, R^2 test: -0.007 Bootstrap CV 23, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.448, R^2 test: -0.007 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.867, Explained Variance Score Train: 0.478 AUC Validation: 0.730, Explained Variance Score Validation: 0.079 AUC Test: 0.759, Explained Variance Score Test: 0.225 Bootstrap CV 27, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.380, R^2 test: 0.176 Bootstrap CV 27, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.380, R^2 test: 0.176 Bootstrap CV 27, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.380, R^2 test: 0.176 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.799, Explained Variance Score Train: 0.406 AUC Validation: 0.741, Explained Variance Score Validation: 0.178 AUC Test: 0.698, Explained Variance Score Test: 0.213 Bootstrap CV 16, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.436, R^2 test: 0.201 Bootstrap CV 16, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.436, R^2 test: 0.201 Bootstrap CV 16, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.436, R^2 test: 0.201 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.842, Explained Variance Score Train: 0.471 AUC Validation: 0.797, Explained Variance Score Validation: 0.219 AUC Test: 0.775, Explained Variance Score Test: 0.226 Bootstrap CV 18, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.302, R^2 test: 0.166 Bootstrap CV 18, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.305, R^2 test: 0.170 Bootstrap CV 18, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.308, R^2 test: 0.174 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.821, Explained Variance Score Train: 0.345 AUC Validation: 0.796, Explained Variance Score Validation: 0.192 AUC Test: 0.727, Explained Variance Score Test: 0.202 Running batch 3 of 7 with 16 nodes Bootstrap CV 35, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.382, R^2 test: 0.111 Bootstrap CV 35, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.382, R^2 test: 0.111 Bootstrap CV 35, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.382, R^2 test: 0.111 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.824, Explained Variance Score Train: 0.413 AUC Validation: 0.776, Explained Variance Score Validation: 0.119 AUC Test: 0.719, Explained Variance Score Test: 0.181 Bootstrap CV 39, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.376, R^2 test: -0.075 Bootstrap CV 39, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.376, R^2 test: -0.075 Bootstrap CV 39, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.376, R^2 test: -0.075 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.804, Explained Variance Score Train: 0.406 AUC Validation: 0.731, Explained Variance Score Validation: -0.027 AUC Test: 0.766, Explained Variance Score Test: 0.250 Bootstrap CV 34, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.509, R^2 test: -0.053 Bootstrap CV 34, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.509, R^2 test: -0.053 Bootstrap CV 34, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.509, R^2 test: -0.053 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.847, Explained Variance Score Train: 0.527 AUC Validation: 0.635, Explained Variance Score Validation: 0.032 AUC Test: 0.733, Explained Variance Score Test: 0.249 Bootstrap CV 42, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.479, R^2 test: -0.051 Bootstrap CV 42, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.480, R^2 test: -0.053 Bootstrap CV 42, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.486, R^2 test: -0.055 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.852, Explained Variance Score Train: 0.505 AUC Validation: 0.670, Explained Variance Score Validation: -0.044 AUC Test: 0.755, Explained Variance Score Test: 0.245 Bootstrap CV 33, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.411, R^2 test: 0.177 Bootstrap CV 33, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.411, R^2 test: 0.177 Bootstrap CV 33, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.411, R^2 test: 0.177 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.822, Explained Variance Score Train: 0.434 AUC Validation: 0.657, Explained Variance Score Validation: 0.230 AUC Test: 0.759, Explained Variance Score Test: 0.250 Bootstrap CV 36, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.442, R^2 test: 0.149 Bootstrap CV 36, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.442, R^2 test: 0.149 Bootstrap CV 36, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.442, R^2 test: 0.149 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.826, Explained Variance Score Train: 0.449 AUC Validation: 0.745, Explained Variance Score Validation: 0.164 AUC Test: 0.739, Explained Variance Score Test: 0.222 Bootstrap CV 37, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.409, R^2 test: 0.143 Bootstrap CV 37, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.409, R^2 test: 0.143 Bootstrap CV 37, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.409, R^2 test: 0.143 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.796, Explained Variance Score Train: 0.429 AUC Validation: 0.540, Explained Variance Score Validation: 0.195 AUC Test: 0.690, Explained Variance Score Test: 0.179 Bootstrap CV 45, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.681, R^2 test: 0.155 Bootstrap CV 45, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.681, R^2 test: 0.155 Bootstrap CV 45, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.681, R^2 test: 0.155 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.874, Explained Variance Score Train: 0.688 AUC Validation: 0.776, Explained Variance Score Validation: 0.155 AUC Test: 0.700, Explained Variance Score Test: 0.010 Bootstrap CV 41, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.440, R^2 test: 0.141 Bootstrap CV 41, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.440, R^2 test: 0.141 Bootstrap CV 41, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.440, R^2 test: 0.141 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.848, Explained Variance Score Train: 0.452 AUC Validation: 0.696, Explained Variance Score Validation: 0.147 AUC Test: 0.739, Explained Variance Score Test: 0.221 Bootstrap CV 40, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.485, R^2 test: 0.028 Bootstrap CV 40, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.485, R^2 test: 0.028 Bootstrap CV 40, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.485, R^2 test: 0.028 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.858, Explained Variance Score Train: 0.497 AUC Validation: 0.601, Explained Variance Score Validation: 0.043 AUC Test: 0.758, Explained Variance Score Test: 0.181 Bootstrap CV 46, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.493, R^2 test: 0.209 Bootstrap CV 46, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.498, R^2 test: 0.210 Bootstrap CV 46, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.502, R^2 test: 0.209 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.871, Explained Variance Score Train: 0.513 AUC Validation: 0.736, Explained Variance Score Validation: 0.225 AUC Test: 0.789, Explained Variance Score Test: 0.253 Bootstrap CV 43, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.241, R^2 test: 0.166 Bootstrap CV 43, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.241, R^2 test: 0.166 Bootstrap CV 43, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.241, R^2 test: 0.166 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.774, Explained Variance Score Train: 0.288 AUC Validation: 0.656, Explained Variance Score Validation: 0.195 AUC Test: 0.768, Explained Variance Score Test: 0.253 Bootstrap CV 38, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.285, R^2 test: 0.220 Bootstrap CV 38, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.281, R^2 test: 0.220 Bootstrap CV 38, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.286, R^2 test: 0.221 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.766, Explained Variance Score Train: 0.324 AUC Validation: 0.813, Explained Variance Score Validation: 0.221 AUC Test: 0.759, Explained Variance Score Test: 0.153 Bootstrap CV 32, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.361, R^2 test: -0.053 Bootstrap CV 32, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.373, R^2 test: -0.057 Bootstrap CV 32, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.396, R^2 test: -0.068 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.842, Explained Variance Score Train: 0.394 AUC Validation: 0.644, Explained Variance Score Validation: -0.045 AUC Test: 0.719, Explained Variance Score Test: 0.169 Bootstrap CV 47, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.290, R^2 test: 0.232 Bootstrap CV 47, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.290, R^2 test: 0.232 Bootstrap CV 47, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.290, R^2 test: 0.232 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.721, Explained Variance Score Train: 0.319 AUC Validation: 0.785, Explained Variance Score Validation: 0.242 AUC Test: 0.710, Explained Variance Score Test: 0.200 Bootstrap CV 44, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.563, R^2 test: -0.321 Bootstrap CV 44, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.563, R^2 test: -0.321 Bootstrap CV 44, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.563, R^2 test: -0.321 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.911, Explained Variance Score Train: 0.572 AUC Validation: 0.734, Explained Variance Score Validation: -0.228 AUC Test: 0.760, Explained Variance Score Test: 0.144 Running batch 4 of 7 with 16 nodes Bootstrap CV 59, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.397, R^2 test: 0.053 Bootstrap CV 59, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.397, R^2 test: 0.053 Bootstrap CV 59, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.397, R^2 test: 0.053 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.791, Explained Variance Score Train: 0.422 AUC Validation: 0.650, Explained Variance Score Validation: 0.067 AUC Test: 0.758, Explained Variance Score Test: 0.256 Bootstrap CV 50, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.451, R^2 test: -0.035 Bootstrap CV 50, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.451, R^2 test: -0.035 Bootstrap CV 50, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.451, R^2 test: -0.035 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.833, Explained Variance Score Train: 0.466 AUC Validation: 0.663, Explained Variance Score Validation: -0.031 AUC Test: 0.720, Explained Variance Score Test: 0.177 Bootstrap CV 54, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.369, R^2 test: 0.323 Bootstrap CV 54, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.373, R^2 test: 0.323 Bootstrap CV 54, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.396, R^2 test: 0.325 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.784, Explained Variance Score Train: 0.414 AUC Validation: 0.727, Explained Variance Score Validation: 0.358 AUC Test: 0.741, Explained Variance Score Test: 0.248 Bootstrap CV 56, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.270, R^2 test: 0.207 Bootstrap CV 56, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.270, R^2 test: 0.207 Bootstrap CV 56, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.270, R^2 test: 0.207 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.804, Explained Variance Score Train: 0.298 AUC Validation: 0.763, Explained Variance Score Validation: 0.222 AUC Test: 0.738, Explained Variance Score Test: 0.118 Bootstrap CV 55, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.386, R^2 test: 0.343 Bootstrap CV 55, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.386, R^2 test: 0.343 Bootstrap CV 55, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.386, R^2 test: 0.343 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.786, Explained Variance Score Train: 0.410 AUC Validation: 0.770, Explained Variance Score Validation: 0.344 AUC Test: 0.737, Explained Variance Score Test: 0.144 Bootstrap CV 53, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.339, R^2 test: 0.041 Bootstrap CV 53, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.339, R^2 test: 0.041 Bootstrap CV 53, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.339, R^2 test: 0.041 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.787, Explained Variance Score Train: 0.366 AUC Validation: 0.738, Explained Variance Score Validation: 0.102 AUC Test: 0.765, Explained Variance Score Test: 0.198 Bootstrap CV 57, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.389, R^2 test: 0.187 Bootstrap CV 57, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.389, R^2 test: 0.187 Bootstrap CV 57, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.389, R^2 test: 0.187 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.812, Explained Variance Score Train: 0.422 AUC Validation: 0.733, Explained Variance Score Validation: 0.204 AUC Test: 0.763, Explained Variance Score Test: 0.202 Bootstrap CV 48, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.387, R^2 test: 0.199 Bootstrap CV 48, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.387, R^2 test: 0.199 Bootstrap CV 48, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.387, R^2 test: 0.199 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.809, Explained Variance Score Train: 0.410 AUC Validation: 0.730, Explained Variance Score Validation: 0.233 AUC Test: 0.750, Explained Variance Score Test: 0.206 Bootstrap CV 60, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.541, R^2 test: -0.080 Bootstrap CV 60, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.541, R^2 test: -0.080 Bootstrap CV 60, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.541, R^2 test: -0.080 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.809, Explained Variance Score Train: 0.546 AUC Validation: 0.719, Explained Variance Score Validation: -0.079 AUC Test: 0.715, Explained Variance Score Test: 0.001 Bootstrap CV 49, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.526, R^2 test: 0.167 Bootstrap CV 49, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.526, R^2 test: 0.167 Bootstrap CV 49, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.526, R^2 test: 0.167 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.805, Explained Variance Score Train: 0.555 AUC Validation: 0.772, Explained Variance Score Validation: 0.217 AUC Test: 0.783, Explained Variance Score Test: 0.180 Bootstrap CV 58, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.357, R^2 test: 0.124 Bootstrap CV 58, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.360, R^2 test: 0.113 Bootstrap CV 58, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.389, R^2 test: -0.248 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.824, Explained Variance Score Train: 0.391 AUC Validation: 0.807, Explained Variance Score Validation: 0.150 AUC Test: 0.752, Explained Variance Score Test: 0.162 Bootstrap CV 62, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.486, R^2 test: 0.109 Bootstrap CV 62, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.486, R^2 test: 0.109 Bootstrap CV 62, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.486, R^2 test: 0.109 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.763, Explained Variance Score Train: 0.499 AUC Validation: 0.734, Explained Variance Score Validation: 0.115 AUC Test: 0.777, Explained Variance Score Test: 0.242 Bootstrap CV 51, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.485, R^2 test: 0.118 Bootstrap CV 51, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.487, R^2 test: 0.118 Bootstrap CV 51, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.487, R^2 test: 0.118 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.847, Explained Variance Score Train: 0.515 AUC Validation: 0.656, Explained Variance Score Validation: 0.131 AUC Test: 0.750, Explained Variance Score Test: 0.231 Bootstrap CV 61, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.316, R^2 test: 0.088 Bootstrap CV 61, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.316, R^2 test: 0.088 Bootstrap CV 61, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.316, R^2 test: 0.088 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.826, Explained Variance Score Train: 0.334 AUC Validation: 0.593, Explained Variance Score Validation: 0.106 AUC Test: 0.683, Explained Variance Score Test: 0.163 Bootstrap CV 63, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.477, R^2 test: -0.221 Bootstrap CV 63, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.477, R^2 test: -0.221 Bootstrap CV 63, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.477, R^2 test: -0.221 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.858, Explained Variance Score Train: 0.497 AUC Validation: 0.485, Explained Variance Score Validation: -0.173 AUC Test: 0.702, Explained Variance Score Test: -0.008 Bootstrap CV 52, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.551, R^2 test: -0.040 Bootstrap CV 52, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.551, R^2 test: -0.040 Bootstrap CV 52, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.551, R^2 test: -0.040 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.830, Explained Variance Score Train: 0.575 AUC Validation: 0.644, Explained Variance Score Validation: -0.026 AUC Test: 0.751, Explained Variance Score Test: 0.164 Running batch 5 of 7 with 16 nodes Bootstrap CV 67, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.420, R^2 test: 0.256 Bootstrap CV 67, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.422, R^2 test: 0.260 Bootstrap CV 67, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.422, R^2 test: 0.260 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.836, Explained Variance Score Train: 0.439 AUC Validation: 0.751, Explained Variance Score Validation: 0.256 AUC Test: 0.753, Explained Variance Score Test: 0.042 Bootstrap CV 72, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.532, R^2 test: 0.120 Bootstrap CV 72, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.536, R^2 test: 0.088 Bootstrap CV 72, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.536, R^2 test: 0.087 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.878, Explained Variance Score Train: 0.549 AUC Validation: 0.659, Explained Variance Score Validation: 0.239 AUC Test: 0.781, Explained Variance Score Test: 0.257 Bootstrap CV 73, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.468, R^2 test: -0.109 Bootstrap CV 73, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.468, R^2 test: -0.109 Bootstrap CV 73, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.468, R^2 test: -0.109 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.879, Explained Variance Score Train: 0.491 AUC Validation: 0.626, Explained Variance Score Validation: -0.006 AUC Test: 0.760, Explained Variance Score Test: 0.244 Bootstrap CV 78, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.373, R^2 test: 0.234 Bootstrap CV 78, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.373, R^2 test: 0.234 Bootstrap CV 78, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.373, R^2 test: 0.234 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.790, Explained Variance Score Train: 0.396 AUC Validation: 0.722, Explained Variance Score Validation: 0.251 AUC Test: 0.740, Explained Variance Score Test: 0.163 Bootstrap CV 71, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.468, R^2 test: 0.204 Bootstrap CV 71, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.519, R^2 test: 0.187 Bootstrap CV 71, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.529, R^2 test: 0.180 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.821, Explained Variance Score Train: 0.484 AUC Validation: 0.785, Explained Variance Score Validation: 0.209 AUC Test: 0.663, Explained Variance Score Test: 0.105 Bootstrap CV 77, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.413, R^2 test: 0.051 Bootstrap CV 77, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.413, R^2 test: 0.051 Bootstrap CV 77, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.413, R^2 test: 0.051 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.823, Explained Variance Score Train: 0.424 AUC Validation: 0.698, Explained Variance Score Validation: 0.120 AUC Test: 0.760, Explained Variance Score Test: 0.176 Bootstrap CV 66, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.391, R^2 test: 0.056 Bootstrap CV 66, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.391, R^2 test: 0.056 Bootstrap CV 66, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.391, R^2 test: 0.056 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.838, Explained Variance Score Train: 0.408 AUC Validation: 0.732, Explained Variance Score Validation: 0.070 AUC Test: 0.769, Explained Variance Score Test: 0.207 Bootstrap CV 74, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.361, R^2 test: 0.217 Bootstrap CV 74, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.362, R^2 test: 0.196 Bootstrap CV 74, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.362, R^2 test: 0.196 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.798, Explained Variance Score Train: 0.381 AUC Validation: 0.728, Explained Variance Score Validation: 0.232 AUC Test: 0.778, Explained Variance Score Test: 0.242 Bootstrap CV 64, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.376, R^2 test: 0.107 Bootstrap CV 64, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.383, R^2 test: 0.106 Bootstrap CV 64, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.385, R^2 test: 0.101 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.815, Explained Variance Score Train: 0.413 AUC Validation: 0.629, Explained Variance Score Validation: 0.132 AUC Test: 0.769, Explained Variance Score Test: 0.234 Bootstrap CV 68, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.399, R^2 test: 0.140 Bootstrap CV 68, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.399, R^2 test: 0.140 Bootstrap CV 68, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.399, R^2 test: 0.140 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.769, Explained Variance Score Train: 0.421 AUC Validation: 0.698, Explained Variance Score Validation: 0.147 AUC Test: 0.765, Explained Variance Score Test: 0.234 Bootstrap CV 75, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.406, R^2 test: 0.193 Bootstrap CV 75, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.406, R^2 test: 0.193 Bootstrap CV 75, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.406, R^2 test: 0.193 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.835, Explained Variance Score Train: 0.437 AUC Validation: 0.675, Explained Variance Score Validation: 0.221 AUC Test: 0.773, Explained Variance Score Test: 0.220 Bootstrap CV 65, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.408, R^2 test: 0.070 Bootstrap CV 65, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.408, R^2 test: 0.070 Bootstrap CV 65, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.408, R^2 test: 0.070 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.831, Explained Variance Score Train: 0.430 AUC Validation: 0.666, Explained Variance Score Validation: 0.079 AUC Test: 0.774, Explained Variance Score Test: 0.229 Bootstrap CV 76, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.361, R^2 test: -1.014 Bootstrap CV 76, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.361, R^2 test: -1.014 Bootstrap CV 76, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.361, R^2 test: -1.014 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.811, Explained Variance Score Train: 0.404 AUC Validation: 0.751, Explained Variance Score Validation: -0.981 AUC Test: 0.736, Explained Variance Score Test: -0.048 Bootstrap CV 70, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.318, R^2 test: 0.148 Bootstrap CV 70, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.318, R^2 test: 0.148 Bootstrap CV 70, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.318, R^2 test: 0.148 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.798, Explained Variance Score Train: 0.345 AUC Validation: 0.696, Explained Variance Score Validation: 0.198 AUC Test: 0.730, Explained Variance Score Test: 0.111 Bootstrap CV 69, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.441, R^2 test: 0.184 Bootstrap CV 69, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.441, R^2 test: 0.184 Bootstrap CV 69, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.441, R^2 test: 0.184 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.853, Explained Variance Score Train: 0.468 AUC Validation: 0.776, Explained Variance Score Validation: 0.190 AUC Test: 0.737, Explained Variance Score Test: 0.216 Bootstrap CV 79, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.498, R^2 test: 0.129 Bootstrap CV 79, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.498, R^2 test: 0.129 Bootstrap CV 79, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.498, R^2 test: 0.129 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.899, Explained Variance Score Train: 0.516 AUC Validation: 0.696, Explained Variance Score Validation: 0.176 AUC Test: 0.730, Explained Variance Score Test: 0.051 Running batch 6 of 7 with 16 nodes Bootstrap CV 86, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.391, R^2 test: 0.177 Bootstrap CV 86, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.391, R^2 test: 0.177 Bootstrap CV 86, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.391, R^2 test: 0.177 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.775, Explained Variance Score Train: 0.415 AUC Validation: 0.761, Explained Variance Score Validation: 0.190 AUC Test: 0.778, Explained Variance Score Test: 0.166 Bootstrap CV 84, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.273, R^2 test: 0.000 Bootstrap CV 84, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.273, R^2 test: 0.000 Bootstrap CV 84, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.273, R^2 test: 0.000 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.795, Explained Variance Score Train: 0.326 AUC Validation: 0.707, Explained Variance Score Validation: 0.021 AUC Test: 0.646, Explained Variance Score Test: 0.160 Bootstrap CV 94, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.379, R^2 test: 0.390 Bootstrap CV 94, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.379, R^2 test: 0.390 Bootstrap CV 94, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.379, R^2 test: 0.390 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.846, Explained Variance Score Train: 0.402 AUC Validation: 0.808, Explained Variance Score Validation: 0.399 AUC Test: 0.728, Explained Variance Score Test: 0.272 Bootstrap CV 89, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.434, R^2 test: 0.090 Bootstrap CV 89, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.434, R^2 test: 0.090 Bootstrap CV 89, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.434, R^2 test: 0.090 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.835, Explained Variance Score Train: 0.441 AUC Validation: 0.735, Explained Variance Score Validation: 0.105 AUC Test: 0.707, Explained Variance Score Test: 0.054 Bootstrap CV 80, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.314, R^2 test: 0.188 Bootstrap CV 80, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.314, R^2 test: 0.188 Bootstrap CV 80, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.314, R^2 test: 0.188 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.799, Explained Variance Score Train: 0.344 AUC Validation: 0.750, Explained Variance Score Validation: 0.205 AUC Test: 0.710, Explained Variance Score Test: 0.196 Bootstrap CV 90, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.506, R^2 test: 0.128 Bootstrap CV 90, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.495, R^2 test: 0.113 Bootstrap CV 90, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.489, R^2 test: 0.105 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.903, Explained Variance Score Train: 0.526 AUC Validation: 0.753, Explained Variance Score Validation: 0.252 AUC Test: 0.774, Explained Variance Score Test: 0.203 Bootstrap CV 93, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.357, R^2 test: 0.088 Bootstrap CV 93, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.357, R^2 test: 0.088 Bootstrap CV 93, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.357, R^2 test: 0.088 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.758, Explained Variance Score Train: 0.396 AUC Validation: 0.680, Explained Variance Score Validation: 0.162 AUC Test: 0.751, Explained Variance Score Test: 0.204 Bootstrap CV 81, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.396, R^2 test: 0.266 Bootstrap CV 81, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.396, R^2 test: 0.266 Bootstrap CV 81, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.396, R^2 test: 0.266 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.865, Explained Variance Score Train: 0.417 AUC Validation: 0.743, Explained Variance Score Validation: 0.283 AUC Test: 0.727, Explained Variance Score Test: 0.141 Bootstrap CV 92, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.400, R^2 test: 0.069 Bootstrap CV 92, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.405, R^2 test: 0.067 Bootstrap CV 92, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.406, R^2 test: 0.062 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.846, Explained Variance Score Train: 0.426 AUC Validation: 0.692, Explained Variance Score Validation: 0.070 AUC Test: 0.726, Explained Variance Score Test: 0.185 Bootstrap CV 91, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.462, R^2 test: 0.027 Bootstrap CV 91, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.462, R^2 test: 0.027 Bootstrap CV 91, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.462, R^2 test: 0.027 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.765, Explained Variance Score Train: 0.475 AUC Validation: 0.670, Explained Variance Score Validation: 0.057 AUC Test: 0.731, Explained Variance Score Test: 0.201 Bootstrap CV 88, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.463, R^2 test: -0.045 Bootstrap CV 88, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.485, R^2 test: -0.069 Bootstrap CV 88, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.494, R^2 test: -0.059 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.822, Explained Variance Score Train: 0.483 AUC Validation: 0.569, Explained Variance Score Validation: -0.020 AUC Test: 0.628, Explained Variance Score Test: 0.045 Bootstrap CV 87, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.432, R^2 test: -0.211 Bootstrap CV 87, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.432, R^2 test: -0.211 Bootstrap CV 87, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.432, R^2 test: -0.211 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.823, Explained Variance Score Train: 0.455 AUC Validation: 0.633, Explained Variance Score Validation: -0.197 AUC Test: 0.754, Explained Variance Score Test: -0.061 Bootstrap CV 82, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.253, R^2 test: 0.014 Bootstrap CV 82, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.253, R^2 test: 0.014 Bootstrap CV 82, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.253, R^2 test: 0.014 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.824, Explained Variance Score Train: 0.293 AUC Validation: 0.642, Explained Variance Score Validation: 0.040 AUC Test: 0.736, Explained Variance Score Test: 0.129 Bootstrap CV 95, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.322, R^2 test: -0.389 Bootstrap CV 95, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.322, R^2 test: -0.389 Bootstrap CV 95, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.322, R^2 test: -0.389 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.780, Explained Variance Score Train: 0.343 AUC Validation: 0.560, Explained Variance Score Validation: -0.255 AUC Test: 0.722, Explained Variance Score Test: 0.004 Bootstrap CV 85, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.376, R^2 test: 0.189 Bootstrap CV 85, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.380, R^2 test: 0.184 Bootstrap CV 85, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.416, R^2 test: 0.182 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.848, Explained Variance Score Train: 0.410 AUC Validation: 0.778, Explained Variance Score Validation: 0.267 AUC Test: 0.751, Explained Variance Score Test: 0.131 Bootstrap CV 83, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.329, R^2 test: -0.213 Bootstrap CV 83, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.397, R^2 test: -0.361 Bootstrap CV 83, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.399, R^2 test: -0.367 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.732, Explained Variance Score Train: 0.355 AUC Validation: 0.595, Explained Variance Score Validation: -0.196 AUC Test: 0.712, Explained Variance Score Test: 0.095 Running batch 7 of 7 with 4 nodes Bootstrap CV 97, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.252, R^2 test: 0.006 Bootstrap CV 97, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.252, R^2 test: 0.006 Bootstrap CV 97, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.252, R^2 test: 0.006 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.810, Explained Variance Score Train: 0.301 AUC Validation: 0.609, Explained Variance Score Validation: 0.066 AUC Test: 0.749, Explained Variance Score Test: 0.148 Bootstrap CV 99, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.461, R^2 test: -0.019 Bootstrap CV 99, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.461, R^2 test: -0.019 Bootstrap CV 99, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.461, R^2 test: -0.019 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.847, Explained Variance Score Train: 0.479 AUC Validation: 0.786, Explained Variance Score Validation: -0.016 AUC Test: 0.770, Explained Variance Score Test: 0.228 Bootstrap CV 96, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.350, R^2 test: -0.002 Bootstrap CV 96, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.350, R^2 test: -0.002 Bootstrap CV 96, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.350, R^2 test: -0.002 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.827, Explained Variance Score Train: 0.374 AUC Validation: 0.599, Explained Variance Score Validation: 0.075 AUC Test: 0.745, Explained Variance Score Test: 0.157 Bootstrap CV 98, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.255, R^2 test: 0.095 Bootstrap CV 98, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.255, R^2 test: 0.095 Bootstrap CV 98, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.255, R^2 test: 0.095 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.810, Explained Variance Score Train: 0.287 AUC Validation: 0.793, Explained Variance Score Validation: 0.100 AUC Test: 0.766, Explained Variance Score Test: 0.244 total Variables 1 and total subjects: 1698 ->AUC validation: 0.707 95% CI: [0.693 , 0.721] ->AUC test: 0.741 95% CI: [0.735 , 0.747] ->R^2 validation: 0.112 95% CI: [0.078 , 0.146] ->R^2 test: 0.168 95% CI: [0.153 , 0.183] ->Explained Variance validation: 0.080 95% CI: [0.046 , 0.115] ->Explained Variance test: 0.128 95% CI: [0.111 , 0.144] Test set metrics: @threshold:4.206, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:3.206, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:0.534, sens:0.073, spec:0.989, ppv:0.571, acc:0.841, f1:0.129, mcc:0.059, total+:7, total-:332 @threshold:0.532, sens:0.109, spec:0.982, ppv:0.545, acc:0.841, f1:0.182, mcc:0.042, total+:11, total-:328 @threshold:0.501, sens:0.109, spec:0.958, ppv:0.333, acc:0.820, f1:0.164, mcc:0.010, total+:18, total-:321 @threshold:0.495, sens:0.200, spec:0.915, ppv:0.314, acc:0.799, f1:0.244, mcc:0.007, total+:35, total-:304 @threshold:0.486, sens:0.255, spec:0.905, ppv:0.341, acc:0.799, f1:0.292, mcc:0.008, total+:41, total-:298 @threshold:0.463, sens:0.345, spec:0.877, ppv:0.352, acc:0.791, f1:0.349, mcc:0.007, total+:54, total-:285 @threshold:0.458, sens:0.345, spec:0.859, ppv:0.322, acc:0.776, f1:0.333, mcc:0.006, total+:59, total-:280 @threshold:0.347, sens:0.364, spec:0.859, ppv:0.333, acc:0.779, f1:0.348, mcc:0.006, total+:60, total-:279 @threshold:0.271, sens:0.400, spec:0.838, ppv:0.324, acc:0.767, f1:0.358, mcc:0.006, total+:68, total-:271 @threshold:0.254, sens:0.527, spec:0.757, ppv:0.296, acc:0.720, f1:0.379, mcc:0.004, total+:98, total-:241 @threshold:0.215, sens:0.527, spec:0.746, ppv:0.287, acc:0.711, f1:0.372, mcc:0.004, total+:101, total-:238 @threshold:0.195, sens:0.618, spec:0.743, ppv:0.318, acc:0.723, f1:0.420, mcc:0.005, total+:107, total-:232 @threshold:0.182, sens:0.636, spec:0.743, ppv:0.324, acc:0.726, f1:0.429, mcc:0.005, total+:108, total-:231 @threshold:0.181, sens:0.636, spec:0.739, ppv:0.321, acc:0.723, f1:0.427, mcc:0.005, total+:109, total-:230 @threshold:0.152, sens:0.636, spec:0.722, ppv:0.307, acc:0.708, f1:0.414, mcc:0.004, total+:114, total-:225 @threshold:0.091, sens:0.691, spec:0.662, ppv:0.284, acc:0.667, f1:0.402, mcc:0.004, total+:134, total-:205 @threshold:-0.051, sens:0.691, spec:0.655, ppv:0.279, acc:0.661, f1:0.398, mcc:0.003, total+:136, total-:203 @threshold:-0.167, sens:0.709, spec:0.651, ppv:0.283, acc:0.661, f1:0.404, mcc:0.004, total+:138, total-:201 @threshold:-0.174, sens:0.727, spec:0.651, ppv:0.288, acc:0.664, f1:0.412, mcc:0.004, total+:139, total-:200 @threshold:-0.183, sens:0.745, spec:0.644, ppv:0.289, acc:0.661, f1:0.416, mcc:0.004, total+:142, total-:197 @threshold:-0.202, sens:0.764, spec:0.627, ppv:0.284, acc:0.649, f1:0.414, mcc:0.004, total+:148, total-:191 @threshold:-0.222, sens:0.764, spec:0.606, ppv:0.273, acc:0.631, f1:0.402, mcc:0.003, total+:154, total-:185 @threshold:-0.230, sens:0.782, spec:0.588, ppv:0.269, acc:0.619, f1:0.400, mcc:0.003, total+:160, total-:179 @threshold:-0.294, sens:0.782, spec:0.549, ppv:0.251, acc:0.587, f1:0.381, mcc:0.003, total+:171, total-:168 @threshold:-0.309, sens:0.782, spec:0.532, ppv:0.244, acc:0.572, f1:0.372, mcc:0.002, total+:176, total-:163 @threshold:-0.324, sens:0.800, spec:0.514, ppv:0.242, acc:0.560, f1:0.371, mcc:0.002, total+:182, total-:157 @threshold:-0.331, sens:0.818, spec:0.504, ppv:0.242, acc:0.555, f1:0.373, mcc:0.002, total+:186, total-:153 @threshold:-0.354, sens:0.818, spec:0.493, ppv:0.238, acc:0.546, f1:0.369, mcc:0.002, total+:189, total-:150 @threshold:-0.356, sens:0.818, spec:0.489, ppv:0.237, acc:0.543, f1:0.367, mcc:0.002, total+:190, total-:149 @threshold:-0.358, sens:0.836, spec:0.489, ppv:0.241, acc:0.546, f1:0.374, mcc:0.002, total+:191, total-:148 @threshold:-0.393, sens:0.855, spec:0.472, ppv:0.239, acc:0.534, f1:0.373, mcc:0.002, total+:197, total-:142 @threshold:-0.394, sens:0.855, spec:0.465, ppv:0.236, acc:0.528, f1:0.370, mcc:0.002, total+:199, total-:140 @threshold:-0.402, sens:0.855, spec:0.440, ppv:0.228, acc:0.507, f1:0.360, mcc:0.002, total+:206, total-:133 @threshold:-0.406, sens:0.855, spec:0.419, ppv:0.222, acc:0.490, f1:0.352, mcc:0.002, total+:212, total-:127 @threshold:-0.406, sens:0.855, spec:0.384, ppv:0.212, acc:0.460, f1:0.339, mcc:0.002, total+:222, total-:117 @threshold:-0.425, sens:0.855, spec:0.352, ppv:0.203, acc:0.434, f1:0.329, mcc:0.002, total+:231, total-:108 @threshold:-0.435, sens:0.855, spec:0.345, ppv:0.202, acc:0.428, f1:0.326, mcc:0.002, total+:233, total-:106 @threshold:-0.438, sens:0.855, spec:0.327, ppv:0.197, acc:0.413, f1:0.321, mcc:0.001, total+:238, total-:101 @threshold:-0.519, sens:0.873, spec:0.306, ppv:0.196, acc:0.398, f1:0.320, mcc:0.001, total+:245, total-:94 @threshold:-0.534, sens:0.873, spec:0.303, ppv:0.195, acc:0.395, f1:0.319, mcc:0.001, total+:246, total-:93 @threshold:-0.541, sens:0.945, spec:0.257, ppv:0.198, acc:0.369, f1:0.327, mcc:0.002, total+:263, total-:76 @threshold:-0.546, sens:0.945, spec:0.197, ppv:0.186, acc:0.319, f1:0.310, mcc:0.001, total+:280, total-:59 @threshold:-0.552, sens:0.964, spec:0.190, ppv:0.187, acc:0.316, f1:0.314, mcc:0.002, total+:283, total-:56 @threshold:-0.584, sens:0.982, spec:0.176, ppv:0.188, acc:0.307, f1:0.315, mcc:0.002, total+:288, total-:51 @threshold:-0.588, sens:0.982, spec:0.144, ppv:0.182, acc:0.280, f1:0.307, mcc:0.002, total+:297, total-:42 @threshold:-0.654, sens:0.982, spec:0.137, ppv:0.181, acc:0.274, f1:0.305, mcc:0.002, total+:299, total-:40 @threshold:-0.659, sens:1.000, spec:0.060, ppv:0.171, acc:0.212, f1:0.292, mcc:0.002, total+:322, total-:17 @threshold:-1.203, sens:1.000, spec:0.056, ppv:0.170, acc:0.209, f1:0.291, mcc:0.002, total+:323, total-:16 @threshold:-1.223, sens:1.000, spec:0.049, ppv:0.169, acc:0.204, f1:0.289, mcc:0.002, total+:325, total-:14 @threshold:-1.373, sens:1.000, spec:0.025, ppv:0.166, acc:0.183, f1:0.284, mcc:0.001, total+:332, total-:7 @threshold:-2.246, sens:1.000, spec:0.011, ppv:0.164, acc:0.171, f1:0.281, mcc:0.001, total+:336, total-:3 @threshold:-2.776, sens:1.000, spec:0.004, ppv:0.163, acc:0.165, f1:0.280, mcc:0.001, total+:338, total-:1 * Vital: Wt for Length ZScore-latest | coef 1.000 95% CI: [1.000 , 1.000] | OR_adj 2.718 [2.718 2.718] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.783 Correlated most with: Vital : 1.0 Time to run analysis 0:01:56.206822 Total Time elapsed 14:37:59.056637 ----------------------------------------------------- girls no_min bmi_19_24 lasso regression Running batch 1 of 7 with 16 nodes Bootstrap CV 6, alpha = 0.001, R^2 train: 0.295, R^2 test: 0.263 Bootstrap CV 6, alpha = 0.005, R^2 train: 0.295, R^2 test: 0.263 Bootstrap CV 6, alpha = 0.01, R^2 train: 0.295, R^2 test: 0.262 Bootstrap CV 6, alpha = 0.1, R^2 train: 0.283, R^2 test: 0.246 best alpha via bootstrap CV: 0.001 AUC Train: 0.753, Explained Variance Score Train: 0.295 AUC Validation: 0.748, Explained Variance Score Validation: 0.265 AUC Test: 0.772, Explained Variance Score Test: 0.319 Bootstrap CV 10, alpha = 0.001, R^2 train: 0.225, R^2 test: 0.219 Bootstrap CV 10, alpha = 0.005, R^2 train: 0.225, R^2 test: 0.218 Bootstrap CV 10, alpha = 0.01, R^2 train: 0.225, R^2 test: 0.217 Bootstrap CV 10, alpha = 0.1, R^2 train: 0.210, R^2 test: 0.193 best alpha via bootstrap CV: 0.001 AUC Train: 0.693, Explained Variance Score Train: 0.225 AUC Validation: 0.881, Explained Variance Score Validation: 0.224 AUC Test: 0.772, Explained Variance Score Test: 0.301 Bootstrap CV 3, alpha = 0.001, R^2 train: 0.299, R^2 test: 0.288 Bootstrap CV 3, alpha = 0.005, R^2 train: 0.299, R^2 test: 0.288 Bootstrap CV 3, alpha = 0.01, R^2 train: 0.299, R^2 test: 0.287 Bootstrap CV 3, alpha = 0.1, R^2 train: 0.284, R^2 test: 0.268 best alpha via bootstrap CV: 0.001 AUC Train: 0.764, Explained Variance Score Train: 0.299 AUC Validation: 0.837, Explained Variance Score Validation: 0.288 AUC Test: 0.772, Explained Variance Score Test: 0.325 Bootstrap CV 9, alpha = 0.001, R^2 train: 0.192, R^2 test: 0.342 Bootstrap CV 9, alpha = 0.005, R^2 train: 0.192, R^2 test: 0.340 Bootstrap CV 9, alpha = 0.01, R^2 train: 0.191, R^2 test: 0.338 Bootstrap CV 9, alpha = 0.1, R^2 train: 0.182, R^2 test: 0.294 best alpha via bootstrap CV: 0.001 AUC Train: 0.741, Explained Variance Score Train: 0.192 AUC Validation: 0.849, Explained Variance Score Validation: 0.342 AUC Test: 0.772, Explained Variance Score Test: 0.311 Bootstrap CV 2, alpha = 0.001, R^2 train: 0.283, R^2 test: 0.030 Bootstrap CV 2, alpha = 0.005, R^2 train: 0.283, R^2 test: 0.031 Bootstrap CV 2, alpha = 0.01, R^2 train: 0.283, R^2 test: 0.032 Bootstrap CV 2, alpha = 0.1, R^2 train: 0.269, R^2 test: 0.043 best alpha via bootstrap CV: 0.001 AUC Train: 0.786, Explained Variance Score Train: 0.283 AUC Validation: 0.599, Explained Variance Score Validation: 0.080 AUC Test: 0.772, Explained Variance Score Test: 0.326 Bootstrap CV 7, alpha = 0.001, R^2 train: 0.241, R^2 test: 0.260 Bootstrap CV 7, alpha = 0.005, R^2 train: 0.241, R^2 test: 0.259 Bootstrap CV 7, alpha = 0.01, R^2 train: 0.241, R^2 test: 0.258 Bootstrap CV 7, alpha = 0.1, R^2 train: 0.225, R^2 test: 0.228 best alpha via bootstrap CV: 0.001 AUC Train: 0.749, Explained Variance Score Train: 0.241 AUC Validation: 0.753, Explained Variance Score Validation: 0.284 AUC Test: 0.772, Explained Variance Score Test: 0.313 Bootstrap CV 1, alpha = 0.001, R^2 train: 0.203, R^2 test: 0.306 Bootstrap CV 1, alpha = 0.005, R^2 train: 0.203, R^2 test: 0.305 Bootstrap CV 1, alpha = 0.01, R^2 train: 0.203, R^2 test: 0.303 Bootstrap CV 1, alpha = 0.1, R^2 train: 0.187, R^2 test: 0.259 best alpha via bootstrap CV: 0.001 AUC Train: 0.701, Explained Variance Score Train: 0.203 AUC Validation: 0.781, Explained Variance Score Validation: 0.310 AUC Test: 0.772, Explained Variance Score Test: 0.302 Bootstrap CV 5, alpha = 0.001, R^2 train: 0.236, R^2 test: 0.187 Bootstrap CV 5, alpha = 0.005, R^2 train: 0.236, R^2 test: 0.186 Bootstrap CV 5, alpha = 0.01, R^2 train: 0.236, R^2 test: 0.186 Bootstrap CV 5, alpha = 0.1, R^2 train: 0.212, R^2 test: 0.162 best alpha via bootstrap CV: 0.001 AUC Train: 0.667, Explained Variance Score Train: 0.236 AUC Validation: 0.807, Explained Variance Score Validation: 0.189 AUC Test: 0.772, Explained Variance Score Test: 0.309 Bootstrap CV 4, alpha = 0.001, R^2 train: 0.302, R^2 test: 0.428 Bootstrap CV 4, alpha = 0.005, R^2 train: 0.302, R^2 test: 0.427 Bootstrap CV 4, alpha = 0.01, R^2 train: 0.302, R^2 test: 0.425 Bootstrap CV 4, alpha = 0.1, R^2 train: 0.293, R^2 test: 0.387 best alpha via bootstrap CV: 0.001 AUC Train: 0.813, Explained Variance Score Train: 0.302 AUC Validation: 0.805, Explained Variance Score Validation: 0.430 AUC Test: 0.772, Explained Variance Score Test: 0.330 Bootstrap CV 13, alpha = 0.001, R^2 train: 0.308, R^2 test: 0.220 Bootstrap CV 13, alpha = 0.005, R^2 train: 0.308, R^2 test: 0.221 Bootstrap CV 13, alpha = 0.01, R^2 train: 0.308, R^2 test: 0.222 Bootstrap CV 13, alpha = 0.1, R^2 train: 0.296, R^2 test: 0.237 best alpha via bootstrap CV: 0.001 AUC Train: 0.785, Explained Variance Score Train: 0.308 AUC Validation: 0.667, Explained Variance Score Validation: 0.246 AUC Test: 0.772, Explained Variance Score Test: 0.333 Bootstrap CV 8, alpha = 0.001, R^2 train: 0.322, R^2 test: 0.341 Bootstrap CV 8, alpha = 0.005, R^2 train: 0.322, R^2 test: 0.341 Bootstrap CV 8, alpha = 0.01, R^2 train: 0.322, R^2 test: 0.341 Bootstrap CV 8, alpha = 0.1, R^2 train: 0.315, R^2 test: 0.326 best alpha via bootstrap CV: 0.01 AUC Train: 0.753, Explained Variance Score Train: 0.322 AUC Validation: 0.877, Explained Variance Score Validation: 0.372 AUC Test: 0.772, Explained Variance Score Test: 0.333 Bootstrap CV 0, alpha = 0.001, R^2 train: 0.459, R^2 test: 0.242 Bootstrap CV 0, alpha = 0.005, R^2 train: 0.459, R^2 test: 0.244 Bootstrap CV 0, alpha = 0.01, R^2 train: 0.458, R^2 test: 0.247 Bootstrap CV 0, alpha = 0.1, R^2 train: 0.451, R^2 test: 0.286 best alpha via bootstrap CV: 0.1 AUC Train: 0.818, Explained Variance Score Train: 0.451 AUC Validation: 0.777, Explained Variance Score Validation: 0.287 AUC Test: 0.772, Explained Variance Score Test: 0.332 Bootstrap CV 15, alpha = 0.001, R^2 train: 0.211, R^2 test: 0.145 Bootstrap CV 15, alpha = 0.005, R^2 train: 0.211, R^2 test: 0.146 Bootstrap CV 15, alpha = 0.01, R^2 train: 0.211, R^2 test: 0.148 Bootstrap CV 15, alpha = 0.1, R^2 train: 0.183, R^2 test: 0.149 best alpha via bootstrap CV: 0.001 AUC Train: 0.705, Explained Variance Score Train: 0.211 AUC Validation: 0.627, Explained Variance Score Validation: 0.145 AUC Test: 0.772, Explained Variance Score Test: 0.314 Bootstrap CV 11, alpha = 0.001, R^2 train: 0.212, R^2 test: 0.279 Bootstrap CV 11, alpha = 0.005, R^2 train: 0.212, R^2 test: 0.277 Bootstrap CV 11, alpha = 0.01, R^2 train: 0.212, R^2 test: 0.274 Bootstrap CV 11, alpha = 0.1, R^2 train: 0.197, R^2 test: 0.219 best alpha via bootstrap CV: 0.001 AUC Train: 0.767, Explained Variance Score Train: 0.212 AUC Validation: 0.818, Explained Variance Score Validation: 0.291 AUC Test: 0.772, Explained Variance Score Test: 0.288 Bootstrap CV 12, alpha = 0.001, R^2 train: 0.335, R^2 test: 0.439 Bootstrap CV 12, alpha = 0.005, R^2 train: 0.335, R^2 test: 0.438 Bootstrap CV 12, alpha = 0.01, R^2 train: 0.335, R^2 test: 0.436 Bootstrap CV 12, alpha = 0.1, R^2 train: 0.321, R^2 test: 0.392 best alpha via bootstrap CV: 0.001 AUC Train: 0.789, Explained Variance Score Train: 0.335 AUC Validation: 0.876, Explained Variance Score Validation: 0.439 AUC Test: 0.772, Explained Variance Score Test: 0.332 Bootstrap CV 14, alpha = 0.001, R^2 train: 0.190, R^2 test: 0.315 Bootstrap CV 14, alpha = 0.005, R^2 train: 0.190, R^2 test: 0.315 Bootstrap CV 14, alpha = 0.01, R^2 train: 0.190, R^2 test: 0.315 Bootstrap CV 14, alpha = 0.1, R^2 train: 0.181, R^2 test: 0.300 best alpha via bootstrap CV: 0.001 AUC Train: 0.719, Explained Variance Score Train: 0.190 AUC Validation: 0.731, Explained Variance Score Validation: 0.319 AUC Test: 0.772, Explained Variance Score Test: 0.325 Running batch 2 of 7 with 16 nodes Bootstrap CV 24, alpha = 0.001, R^2 train: 0.285, R^2 test: 0.234 Bootstrap CV 24, alpha = 0.005, R^2 train: 0.285, R^2 test: 0.234 Bootstrap CV 24, alpha = 0.01, R^2 train: 0.285, R^2 test: 0.233 Bootstrap CV 24, alpha = 0.1, R^2 train: 0.271, R^2 test: 0.213 best alpha via bootstrap CV: 0.001 AUC Train: 0.757, Explained Variance Score Train: 0.285 AUC Validation: 0.750, Explained Variance Score Validation: 0.235 AUC Test: 0.772, Explained Variance Score Test: 0.332 Bootstrap CV 25, alpha = 0.001, R^2 train: 0.280, R^2 test: 0.061 Bootstrap CV 25, alpha = 0.005, R^2 train: 0.280, R^2 test: 0.062 Bootstrap CV 25, alpha = 0.01, R^2 train: 0.280, R^2 test: 0.064 Bootstrap CV 25, alpha = 0.1, R^2 train: 0.270, R^2 test: 0.085 best alpha via bootstrap CV: 0.001 AUC Train: 0.754, Explained Variance Score Train: 0.280 AUC Validation: 0.646, Explained Variance Score Validation: 0.064 AUC Test: 0.772, Explained Variance Score Test: 0.326 Bootstrap CV 18, alpha = 0.001, R^2 train: 0.192, R^2 test: 0.266 Bootstrap CV 18, alpha = 0.005, R^2 train: 0.192, R^2 test: 0.264 Bootstrap CV 18, alpha = 0.01, R^2 train: 0.192, R^2 test: 0.263 Bootstrap CV 18, alpha = 0.1, R^2 train: 0.174, R^2 test: 0.220 best alpha via bootstrap CV: 0.001 AUC Train: 0.748, Explained Variance Score Train: 0.192 AUC Validation: 0.840, Explained Variance Score Validation: 0.266 AUC Test: 0.772, Explained Variance Score Test: 0.317 Bootstrap CV 17, alpha = 0.001, R^2 train: 0.412, R^2 test: 0.176 Bootstrap CV 17, alpha = 0.005, R^2 train: 0.412, R^2 test: 0.177 Bootstrap CV 17, alpha = 0.01, R^2 train: 0.411, R^2 test: 0.178 Bootstrap CV 17, alpha = 0.1, R^2 train: 0.404, R^2 test: 0.196 best alpha via bootstrap CV: 0.01 AUC Train: 0.814, Explained Variance Score Train: 0.411 AUC Validation: 0.678, Explained Variance Score Validation: 0.184 AUC Test: 0.772, Explained Variance Score Test: 0.333 Bootstrap CV 20, alpha = 0.001, R^2 train: 0.301, R^2 test: 0.022 Bootstrap CV 20, alpha = 0.005, R^2 train: 0.301, R^2 test: 0.026 Bootstrap CV 20, alpha = 0.01, R^2 train: 0.301, R^2 test: 0.031 Bootstrap CV 20, alpha = 0.1, R^2 train: 0.284, R^2 test: 0.096 best alpha via bootstrap CV: 0.001 AUC Train: 0.790, Explained Variance Score Train: 0.301 AUC Validation: 0.772, Explained Variance Score Validation: 0.029 AUC Test: 0.772, Explained Variance Score Test: 0.329 Bootstrap CV 23, alpha = 0.001, R^2 train: 0.208, R^2 test: 0.345 Bootstrap CV 23, alpha = 0.005, R^2 train: 0.208, R^2 test: 0.344 Bootstrap CV 23, alpha = 0.01, R^2 train: 0.208, R^2 test: 0.342 Bootstrap CV 23, alpha = 0.1, R^2 train: 0.196, R^2 test: 0.294 best alpha via bootstrap CV: 0.001 AUC Train: 0.689, Explained Variance Score Train: 0.208 AUC Validation: 0.848, Explained Variance Score Validation: 0.373 AUC Test: 0.772, Explained Variance Score Test: 0.316 Bootstrap CV 21, alpha = 0.001, R^2 train: 0.301, R^2 test: 0.200 Bootstrap CV 21, alpha = 0.005, R^2 train: 0.301, R^2 test: 0.202 Bootstrap CV 21, alpha = 0.01, R^2 train: 0.301, R^2 test: 0.205 Bootstrap CV 21, alpha = 0.1, R^2 train: 0.292, R^2 test: 0.235 best alpha via bootstrap CV: 0.01 AUC Train: 0.751, Explained Variance Score Train: 0.301 AUC Validation: 0.672, Explained Variance Score Validation: 0.205 AUC Test: 0.772, Explained Variance Score Test: 0.333 Bootstrap CV 22, alpha = 0.001, R^2 train: 0.257, R^2 test: 0.136 Bootstrap CV 22, alpha = 0.005, R^2 train: 0.257, R^2 test: 0.137 Bootstrap CV 22, alpha = 0.01, R^2 train: 0.257, R^2 test: 0.137 Bootstrap CV 22, alpha = 0.1, R^2 train: 0.237, R^2 test: 0.132 best alpha via bootstrap CV: 0.001 AUC Train: 0.821, Explained Variance Score Train: 0.257 AUC Validation: 0.716, Explained Variance Score Validation: 0.179 AUC Test: 0.772, Explained Variance Score Test: 0.325 Bootstrap CV 29, alpha = 0.001, R^2 train: 0.171, R^2 test: 0.414 Bootstrap CV 29, alpha = 0.005, R^2 train: 0.171, R^2 test: 0.412 Bootstrap CV 29, alpha = 0.01, R^2 train: 0.171, R^2 test: 0.409 Bootstrap CV 29, alpha = 0.1, R^2 train: 0.153, R^2 test: 0.336 best alpha via bootstrap CV: 0.001 AUC Train: 0.764, Explained Variance Score Train: 0.171 AUC Validation: 0.888, Explained Variance Score Validation: 0.418 AUC Test: 0.772, Explained Variance Score Test: 0.302 Bootstrap CV 16, alpha = 0.001, R^2 train: 0.164, R^2 test: 0.332 Bootstrap CV 16, alpha = 0.005, R^2 train: 0.164, R^2 test: 0.330 Bootstrap CV 16, alpha = 0.01, R^2 train: 0.164, R^2 test: 0.328 Bootstrap CV 16, alpha = 0.1, R^2 train: 0.153, R^2 test: 0.284 best alpha via bootstrap CV: 0.001 AUC Train: 0.715, Explained Variance Score Train: 0.164 AUC Validation: 0.812, Explained Variance Score Validation: 0.332 AUC Test: 0.772, Explained Variance Score Test: 0.309 Bootstrap CV 26, alpha = 0.001, R^2 train: 0.393, R^2 test: 0.112 Bootstrap CV 26, alpha = 0.005, R^2 train: 0.392, R^2 test: 0.115 Bootstrap CV 26, alpha = 0.01, R^2 train: 0.392, R^2 test: 0.118 Bootstrap CV 26, alpha = 0.1, R^2 train: 0.380, R^2 test: 0.168 best alpha via bootstrap CV: 0.1 AUC Train: 0.816, Explained Variance Score Train: 0.380 AUC Validation: 0.689, Explained Variance Score Validation: 0.186 AUC Test: 0.772, Explained Variance Score Test: 0.333 Bootstrap CV 30, alpha = 0.001, R^2 train: 0.308, R^2 test: 0.328 Bootstrap CV 30, alpha = 0.005, R^2 train: 0.308, R^2 test: 0.326 Bootstrap CV 30, alpha = 0.01, R^2 train: 0.308, R^2 test: 0.324 Bootstrap CV 30, alpha = 0.1, R^2 train: 0.290, R^2 test: 0.275 best alpha via bootstrap CV: 0.001 AUC Train: 0.771, Explained Variance Score Train: 0.308 AUC Validation: 0.747, Explained Variance Score Validation: 0.329 AUC Test: 0.772, Explained Variance Score Test: 0.326 Bootstrap CV 31, alpha = 0.001, R^2 train: 0.427, R^2 test: 0.141 Bootstrap CV 31, alpha = 0.005, R^2 train: 0.427, R^2 test: 0.143 Bootstrap CV 31, alpha = 0.01, R^2 train: 0.427, R^2 test: 0.145 Bootstrap CV 31, alpha = 0.1, R^2 train: 0.419, R^2 test: 0.171 best alpha via bootstrap CV: 0.1 AUC Train: 0.806, Explained Variance Score Train: 0.419 AUC Validation: 0.669, Explained Variance Score Validation: 0.177 AUC Test: 0.772, Explained Variance Score Test: 0.334 Bootstrap CV 27, alpha = 0.001, R^2 train: 0.382, R^2 test: 0.017 Bootstrap CV 27, alpha = 0.005, R^2 train: 0.382, R^2 test: 0.021 Bootstrap CV 27, alpha = 0.01, R^2 train: 0.382, R^2 test: 0.024 Bootstrap CV 27, alpha = 0.1, R^2 train: 0.370, R^2 test: 0.080 best alpha via bootstrap CV: 0.01 AUC Train: 0.751, Explained Variance Score Train: 0.382 AUC Validation: 0.673, Explained Variance Score Validation: 0.076 AUC Test: 0.772, Explained Variance Score Test: 0.334 Bootstrap CV 19, alpha = 0.001, R^2 train: 0.268, R^2 test: 0.172 Bootstrap CV 19, alpha = 0.005, R^2 train: 0.268, R^2 test: 0.172 Bootstrap CV 19, alpha = 0.01, R^2 train: 0.268, R^2 test: 0.172 Bootstrap CV 19, alpha = 0.1, R^2 train: 0.258, R^2 test: 0.170 best alpha via bootstrap CV: 0.001 AUC Train: 0.780, Explained Variance Score Train: 0.268 AUC Validation: 0.720, Explained Variance Score Validation: 0.173 AUC Test: 0.772, Explained Variance Score Test: 0.323 Bootstrap CV 28, alpha = 0.001, R^2 train: 0.321, R^2 test: 0.186 Bootstrap CV 28, alpha = 0.005, R^2 train: 0.321, R^2 test: 0.186 Bootstrap CV 28, alpha = 0.01, R^2 train: 0.320, R^2 test: 0.186 Bootstrap CV 28, alpha = 0.1, R^2 train: 0.306, R^2 test: 0.179 best alpha via bootstrap CV: 0.001 AUC Train: 0.770, Explained Variance Score Train: 0.321 AUC Validation: 0.720, Explained Variance Score Validation: 0.194 AUC Test: 0.772, Explained Variance Score Test: 0.327 Running batch 3 of 7 with 16 nodes Bootstrap CV 40, alpha = 0.001, R^2 train: 0.334, R^2 test: 0.276 Bootstrap CV 40, alpha = 0.005, R^2 train: 0.334, R^2 test: 0.276 Bootstrap CV 40, alpha = 0.01, R^2 train: 0.334, R^2 test: 0.276 Bootstrap CV 40, alpha = 0.1, R^2 train: 0.323, R^2 test: 0.270 best alpha via bootstrap CV: 0.001 AUC Train: 0.753, Explained Variance Score Train: 0.334 AUC Validation: 0.833, Explained Variance Score Validation: 0.308 AUC Test: 0.772, Explained Variance Score Test: 0.334 Bootstrap CV 33, alpha = 0.001, R^2 train: 0.391, R^2 test: 0.346 Bootstrap CV 33, alpha = 0.005, R^2 train: 0.391, R^2 test: 0.347 Bootstrap CV 33, alpha = 0.01, R^2 train: 0.391, R^2 test: 0.349 Bootstrap CV 33, alpha = 0.1, R^2 train: 0.380, R^2 test: 0.358 best alpha via bootstrap CV: 0.1 AUC Train: 0.790, Explained Variance Score Train: 0.380 AUC Validation: 0.767, Explained Variance Score Validation: 0.358 AUC Test: 0.772, Explained Variance Score Test: 0.333 Bootstrap CV 36, alpha = 0.001, R^2 train: 0.141, R^2 test: 0.192 Bootstrap CV 36, alpha = 0.005, R^2 train: 0.141, R^2 test: 0.191 Bootstrap CV 36, alpha = 0.01, R^2 train: 0.141, R^2 test: 0.188 Bootstrap CV 36, alpha = 0.1, R^2 train: 0.127, R^2 test: 0.142 best alpha via bootstrap CV: 0.001 AUC Train: 0.695, Explained Variance Score Train: 0.141 AUC Validation: 0.661, Explained Variance Score Validation: 0.206 AUC Test: 0.772, Explained Variance Score Test: 0.260 Bootstrap CV 34, alpha = 0.001, R^2 train: 0.339, R^2 test: 0.181 Bootstrap CV 34, alpha = 0.005, R^2 train: 0.339, R^2 test: 0.185 Bootstrap CV 34, alpha = 0.01, R^2 train: 0.339, R^2 test: 0.190 Bootstrap CV 34, alpha = 0.1, R^2 train: 0.313, R^2 test: 0.246 best alpha via bootstrap CV: 0.005 AUC Train: 0.788, Explained Variance Score Train: 0.339 AUC Validation: 0.708, Explained Variance Score Validation: 0.187 AUC Test: 0.772, Explained Variance Score Test: 0.334 Bootstrap CV 37, alpha = 0.001, R^2 train: 0.237, R^2 test: 0.376 Bootstrap CV 37, alpha = 0.005, R^2 train: 0.237, R^2 test: 0.374 Bootstrap CV 37, alpha = 0.01, R^2 train: 0.236, R^2 test: 0.372 Bootstrap CV 37, alpha = 0.1, R^2 train: 0.222, R^2 test: 0.318 best alpha via bootstrap CV: 0.001 AUC Train: 0.785, Explained Variance Score Train: 0.237 AUC Validation: 0.772, Explained Variance Score Validation: 0.378 AUC Test: 0.772, Explained Variance Score Test: 0.316 Bootstrap CV 39, alpha = 0.001, R^2 train: 0.169, R^2 test: 0.257 Bootstrap CV 39, alpha = 0.005, R^2 train: 0.169, R^2 test: 0.255 Bootstrap CV 39, alpha = 0.01, R^2 train: 0.169, R^2 test: 0.252 Bootstrap CV 39, alpha = 0.1, R^2 train: 0.148, R^2 test: 0.185 best alpha via bootstrap CV: 0.001 AUC Train: 0.746, Explained Variance Score Train: 0.169 AUC Validation: 0.754, Explained Variance Score Validation: 0.260 AUC Test: 0.772, Explained Variance Score Test: 0.285 Bootstrap CV 38, alpha = 0.001, R^2 train: 0.274, R^2 test: 0.281 Bootstrap CV 38, alpha = 0.005, R^2 train: 0.273, R^2 test: 0.281 Bootstrap CV 38, alpha = 0.01, R^2 train: 0.273, R^2 test: 0.281 Bootstrap CV 38, alpha = 0.1, R^2 train: 0.260, R^2 test: 0.269 best alpha via bootstrap CV: 0.001 AUC Train: 0.675, Explained Variance Score Train: 0.274 AUC Validation: 0.718, Explained Variance Score Validation: 0.281 AUC Test: 0.772, Explained Variance Score Test: 0.330 Bootstrap CV 32, alpha = 0.001, R^2 train: 0.188, R^2 test: 0.304 Bootstrap CV 32, alpha = 0.005, R^2 train: 0.188, R^2 test: 0.304 Bootstrap CV 32, alpha = 0.01, R^2 train: 0.187, R^2 test: 0.303 Bootstrap CV 32, alpha = 0.1, R^2 train: 0.164, R^2 test: 0.264 best alpha via bootstrap CV: 0.001 AUC Train: 0.793, Explained Variance Score Train: 0.188 AUC Validation: 0.816, Explained Variance Score Validation: 0.305 AUC Test: 0.772, Explained Variance Score Test: 0.316 Bootstrap CV 35, alpha = 0.001, R^2 train: 0.272, R^2 test: -0.043 Bootstrap CV 35, alpha = 0.005, R^2 train: 0.272, R^2 test: -0.039 Bootstrap CV 35, alpha = 0.01, R^2 train: 0.272, R^2 test: -0.034 Bootstrap CV 35, alpha = 0.1, R^2 train: 0.258, R^2 test: 0.037 best alpha via bootstrap CV: 0.005 AUC Train: 0.749, Explained Variance Score Train: 0.272 AUC Validation: 0.759, Explained Variance Score Validation: -0.036 AUC Test: 0.772, Explained Variance Score Test: 0.334 Bootstrap CV 41, alpha = 0.001, R^2 train: 0.371, R^2 test: 0.438 Bootstrap CV 41, alpha = 0.005, R^2 train: 0.371, R^2 test: 0.437 Bootstrap CV 41, alpha = 0.01, R^2 train: 0.371, R^2 test: 0.436 Bootstrap CV 41, alpha = 0.1, R^2 train: 0.356, R^2 test: 0.411 best alpha via bootstrap CV: 0.001 AUC Train: 0.813, Explained Variance Score Train: 0.371 AUC Validation: 0.774, Explained Variance Score Validation: 0.443 AUC Test: 0.772, Explained Variance Score Test: 0.334 Bootstrap CV 45, alpha = 0.001, R^2 train: 0.256, R^2 test: 0.183 Bootstrap CV 45, alpha = 0.005, R^2 train: 0.256, R^2 test: 0.184 Bootstrap CV 45, alpha = 0.01, R^2 train: 0.256, R^2 test: 0.186 Bootstrap CV 45, alpha = 0.1, R^2 train: 0.235, R^2 test: 0.192 best alpha via bootstrap CV: 0.001 AUC Train: 0.786, Explained Variance Score Train: 0.256 AUC Validation: 0.601, Explained Variance Score Validation: 0.184 AUC Test: 0.772, Explained Variance Score Test: 0.328 Bootstrap CV 44, alpha = 0.001, R^2 train: 0.192, R^2 test: 0.184 Bootstrap CV 44, alpha = 0.005, R^2 train: 0.192, R^2 test: 0.184 Bootstrap CV 44, alpha = 0.01, R^2 train: 0.191, R^2 test: 0.183 Bootstrap CV 44, alpha = 0.1, R^2 train: 0.177, R^2 test: 0.161 best alpha via bootstrap CV: 0.001 AUC Train: 0.724, Explained Variance Score Train: 0.192 AUC Validation: 0.659, Explained Variance Score Validation: 0.185 AUC Test: 0.772, Explained Variance Score Test: 0.301 Bootstrap CV 42, alpha = 0.001, R^2 train: 0.158, R^2 test: 0.340 Bootstrap CV 42, alpha = 0.005, R^2 train: 0.158, R^2 test: 0.337 Bootstrap CV 42, alpha = 0.01, R^2 train: 0.158, R^2 test: 0.333 Bootstrap CV 42, alpha = 0.1, R^2 train: 0.139, R^2 test: 0.252 best alpha via bootstrap CV: 0.001 AUC Train: 0.749, Explained Variance Score Train: 0.158 AUC Validation: 0.789, Explained Variance Score Validation: 0.342 AUC Test: 0.772, Explained Variance Score Test: 0.282 Bootstrap CV 46, alpha = 0.001, R^2 train: 0.320, R^2 test: 0.273 Bootstrap CV 46, alpha = 0.005, R^2 train: 0.320, R^2 test: 0.273 Bootstrap CV 46, alpha = 0.01, R^2 train: 0.320, R^2 test: 0.274 Bootstrap CV 46, alpha = 0.1, R^2 train: 0.304, R^2 test: 0.264 best alpha via bootstrap CV: 0.001 AUC Train: 0.823, Explained Variance Score Train: 0.320 AUC Validation: 0.797, Explained Variance Score Validation: 0.273 AUC Test: 0.772, Explained Variance Score Test: 0.333 Bootstrap CV 43, alpha = 0.001, R^2 train: 0.266, R^2 test: 0.422 Bootstrap CV 43, alpha = 0.005, R^2 train: 0.266, R^2 test: 0.420 Bootstrap CV 43, alpha = 0.01, R^2 train: 0.266, R^2 test: 0.418 Bootstrap CV 43, alpha = 0.1, R^2 train: 0.248, R^2 test: 0.362 best alpha via bootstrap CV: 0.001 AUC Train: 0.726, Explained Variance Score Train: 0.266 AUC Validation: 0.819, Explained Variance Score Validation: 0.425 AUC Test: 0.772, Explained Variance Score Test: 0.334 Bootstrap CV 47, alpha = 0.001, R^2 train: 0.287, R^2 test: 0.361 Bootstrap CV 47, alpha = 0.005, R^2 train: 0.287, R^2 test: 0.361 Bootstrap CV 47, alpha = 0.01, R^2 train: 0.287, R^2 test: 0.360 Bootstrap CV 47, alpha = 0.1, R^2 train: 0.273, R^2 test: 0.336 best alpha via bootstrap CV: 0.001 AUC Train: 0.724, Explained Variance Score Train: 0.287 AUC Validation: 0.729, Explained Variance Score Validation: 0.390 AUC Test: 0.772, Explained Variance Score Test: 0.332 Running batch 4 of 7 with 16 nodes Bootstrap CV 57, alpha = 0.001, R^2 train: 0.217, R^2 test: 0.321 Bootstrap CV 57, alpha = 0.005, R^2 train: 0.217, R^2 test: 0.320 Bootstrap CV 57, alpha = 0.01, R^2 train: 0.216, R^2 test: 0.319 Bootstrap CV 57, alpha = 0.1, R^2 train: 0.203, R^2 test: 0.285 best alpha via bootstrap CV: 0.001 AUC Train: 0.733, Explained Variance Score Train: 0.217 AUC Validation: 0.783, Explained Variance Score Validation: 0.322 AUC Test: 0.772, Explained Variance Score Test: 0.316 Bootstrap CV 52, alpha = 0.001, R^2 train: 0.233, R^2 test: 0.275 Bootstrap CV 52, alpha = 0.005, R^2 train: 0.233, R^2 test: 0.274 Bootstrap CV 52, alpha = 0.01, R^2 train: 0.233, R^2 test: 0.273 Bootstrap CV 52, alpha = 0.1, R^2 train: 0.221, R^2 test: 0.251 best alpha via bootstrap CV: 0.001 AUC Train: 0.734, Explained Variance Score Train: 0.233 AUC Validation: 0.753, Explained Variance Score Validation: 0.276 AUC Test: 0.772, Explained Variance Score Test: 0.314 Bootstrap CV 49, alpha = 0.001, R^2 train: 0.140, R^2 test: 0.243 Bootstrap CV 49, alpha = 0.005, R^2 train: 0.140, R^2 test: 0.242 Bootstrap CV 49, alpha = 0.01, R^2 train: 0.140, R^2 test: 0.239 Bootstrap CV 49, alpha = 0.1, R^2 train: 0.121, R^2 test: 0.181 best alpha via bootstrap CV: 0.001 AUC Train: 0.664, Explained Variance Score Train: 0.140 AUC Validation: 0.807, Explained Variance Score Validation: 0.247 AUC Test: 0.772, Explained Variance Score Test: 0.300 Bootstrap CV 53, alpha = 0.001, R^2 train: 0.321, R^2 test: 0.111 Bootstrap CV 53, alpha = 0.005, R^2 train: 0.320, R^2 test: 0.112 Bootstrap CV 53, alpha = 0.01, R^2 train: 0.320, R^2 test: 0.114 Bootstrap CV 53, alpha = 0.1, R^2 train: 0.307, R^2 test: 0.129 best alpha via bootstrap CV: 0.001 AUC Train: 0.754, Explained Variance Score Train: 0.321 AUC Validation: 0.651, Explained Variance Score Validation: 0.113 AUC Test: 0.772, Explained Variance Score Test: 0.333 Bootstrap CV 56, alpha = 0.001, R^2 train: 0.257, R^2 test: 0.283 Bootstrap CV 56, alpha = 0.005, R^2 train: 0.257, R^2 test: 0.282 Bootstrap CV 56, alpha = 0.01, R^2 train: 0.257, R^2 test: 0.280 Bootstrap CV 56, alpha = 0.1, R^2 train: 0.240, R^2 test: 0.240 best alpha via bootstrap CV: 0.001 AUC Train: 0.743, Explained Variance Score Train: 0.257 AUC Validation: 0.797, Explained Variance Score Validation: 0.293 AUC Test: 0.772, Explained Variance Score Test: 0.324 Bootstrap CV 54, alpha = 0.001, R^2 train: 0.246, R^2 test: 0.203 Bootstrap CV 54, alpha = 0.005, R^2 train: 0.246, R^2 test: 0.202 Bootstrap CV 54, alpha = 0.01, R^2 train: 0.246, R^2 test: 0.201 Bootstrap CV 54, alpha = 0.1, R^2 train: 0.229, R^2 test: 0.170 best alpha via bootstrap CV: 0.001 AUC Train: 0.728, Explained Variance Score Train: 0.246 AUC Validation: 0.649, Explained Variance Score Validation: 0.220 AUC Test: 0.772, Explained Variance Score Test: 0.313 Bootstrap CV 55, alpha = 0.001, R^2 train: 0.187, R^2 test: 0.370 Bootstrap CV 55, alpha = 0.005, R^2 train: 0.187, R^2 test: 0.368 Bootstrap CV 55, alpha = 0.01, R^2 train: 0.186, R^2 test: 0.365 Bootstrap CV 55, alpha = 0.1, R^2 train: 0.170, R^2 test: 0.300 best alpha via bootstrap CV: 0.001 AUC Train: 0.717, Explained Variance Score Train: 0.187 AUC Validation: 0.873, Explained Variance Score Validation: 0.374 AUC Test: 0.772, Explained Variance Score Test: 0.320 Bootstrap CV 58, alpha = 0.001, R^2 train: 0.364, R^2 test: 0.241 Bootstrap CV 58, alpha = 0.005, R^2 train: 0.364, R^2 test: 0.243 Bootstrap CV 58, alpha = 0.01, R^2 train: 0.363, R^2 test: 0.245 Bootstrap CV 58, alpha = 0.1, R^2 train: 0.353, R^2 test: 0.279 best alpha via bootstrap CV: 0.1 AUC Train: 0.817, Explained Variance Score Train: 0.353 AUC Validation: 0.743, Explained Variance Score Validation: 0.280 AUC Test: 0.772, Explained Variance Score Test: 0.332 Bootstrap CV 48, alpha = 0.001, R^2 train: 0.310, R^2 test: 0.289 Bootstrap CV 48, alpha = 0.005, R^2 train: 0.310, R^2 test: 0.290 Bootstrap CV 48, alpha = 0.01, R^2 train: 0.310, R^2 test: 0.292 Bootstrap CV 48, alpha = 0.1, R^2 train: 0.295, R^2 test: 0.303 best alpha via bootstrap CV: 0.001 AUC Train: 0.742, Explained Variance Score Train: 0.310 AUC Validation: 0.750, Explained Variance Score Validation: 0.311 AUC Test: 0.772, Explained Variance Score Test: 0.333 Bootstrap CV 51, alpha = 0.001, R^2 train: 0.306, R^2 test: 0.259 Bootstrap CV 51, alpha = 0.005, R^2 train: 0.306, R^2 test: 0.260 Bootstrap CV 51, alpha = 0.01, R^2 train: 0.306, R^2 test: 0.261 Bootstrap CV 51, alpha = 0.1, R^2 train: 0.298, R^2 test: 0.269 best alpha via bootstrap CV: 0.01 AUC Train: 0.753, Explained Variance Score Train: 0.306 AUC Validation: 0.712, Explained Variance Score Validation: 0.262 AUC Test: 0.772, Explained Variance Score Test: 0.334 Bootstrap CV 59, alpha = 0.001, R^2 train: 0.186, R^2 test: 0.342 Bootstrap CV 59, alpha = 0.005, R^2 train: 0.186, R^2 test: 0.341 Bootstrap CV 59, alpha = 0.01, R^2 train: 0.185, R^2 test: 0.339 Bootstrap CV 59, alpha = 0.1, R^2 train: 0.173, R^2 test: 0.292 best alpha via bootstrap CV: 0.001 AUC Train: 0.690, Explained Variance Score Train: 0.186 AUC Validation: 0.775, Explained Variance Score Validation: 0.347 AUC Test: 0.772, Explained Variance Score Test: 0.315 Bootstrap CV 50, alpha = 0.001, R^2 train: 0.326, R^2 test: 0.266 Bootstrap CV 50, alpha = 0.005, R^2 train: 0.326, R^2 test: 0.267 Bootstrap CV 50, alpha = 0.01, R^2 train: 0.326, R^2 test: 0.268 Bootstrap CV 50, alpha = 0.1, R^2 train: 0.311, R^2 test: 0.278 best alpha via bootstrap CV: 0.01 AUC Train: 0.751, Explained Variance Score Train: 0.326 AUC Validation: 0.713, Explained Variance Score Validation: 0.269 AUC Test: 0.772, Explained Variance Score Test: 0.333 Bootstrap CV 60, alpha = 0.001, R^2 train: 0.178, R^2 test: 0.252 Bootstrap CV 60, alpha = 0.005, R^2 train: 0.178, R^2 test: 0.251 Bootstrap CV 60, alpha = 0.01, R^2 train: 0.177, R^2 test: 0.250 Bootstrap CV 60, alpha = 0.1, R^2 train: 0.153, R^2 test: 0.194 best alpha via bootstrap CV: 0.001 AUC Train: 0.698, Explained Variance Score Train: 0.178 AUC Validation: 0.783, Explained Variance Score Validation: 0.295 AUC Test: 0.772, Explained Variance Score Test: 0.305 Bootstrap CV 61, alpha = 0.001, R^2 train: 0.194, R^2 test: 0.097 Bootstrap CV 61, alpha = 0.005, R^2 train: 0.194, R^2 test: 0.097 Bootstrap CV 61, alpha = 0.01, R^2 train: 0.194, R^2 test: 0.098 Bootstrap CV 61, alpha = 0.1, R^2 train: 0.180, R^2 test: 0.101 best alpha via bootstrap CV: 0.001 AUC Train: 0.750, Explained Variance Score Train: 0.194 AUC Validation: 0.601, Explained Variance Score Validation: 0.107 AUC Test: 0.772, Explained Variance Score Test: 0.314 Bootstrap CV 63, alpha = 0.001, R^2 train: 0.123, R^2 test: 0.077 Bootstrap CV 63, alpha = 0.005, R^2 train: 0.123, R^2 test: 0.077 Bootstrap CV 63, alpha = 0.01, R^2 train: 0.123, R^2 test: 0.078 Bootstrap CV 63, alpha = 0.1, R^2 train: 0.108, R^2 test: 0.070 best alpha via bootstrap CV: 0.001 AUC Train: 0.736, Explained Variance Score Train: 0.123 AUC Validation: 0.764, Explained Variance Score Validation: 0.111 AUC Test: 0.772, Explained Variance Score Test: 0.269 Bootstrap CV 62, alpha = 0.001, R^2 train: 0.348, R^2 test: 0.032 Bootstrap CV 62, alpha = 0.005, R^2 train: 0.348, R^2 test: 0.035 Bootstrap CV 62, alpha = 0.01, R^2 train: 0.348, R^2 test: 0.040 Bootstrap CV 62, alpha = 0.1, R^2 train: 0.334, R^2 test: 0.101 best alpha via bootstrap CV: 0.001 AUC Train: 0.824, Explained Variance Score Train: 0.348 AUC Validation: 0.702, Explained Variance Score Validation: 0.056 AUC Test: 0.772, Explained Variance Score Test: 0.334 Running batch 5 of 7 with 16 nodes Bootstrap CV 72, alpha = 0.001, R^2 train: 0.288, R^2 test: 0.226 Bootstrap CV 72, alpha = 0.005, R^2 train: 0.288, R^2 test: 0.227 Bootstrap CV 72, alpha = 0.01, R^2 train: 0.288, R^2 test: 0.228 Bootstrap CV 72, alpha = 0.1, R^2 train: 0.268, R^2 test: 0.225 best alpha via bootstrap CV: 0.001 AUC Train: 0.786, Explained Variance Score Train: 0.288 AUC Validation: 0.727, Explained Variance Score Validation: 0.227 AUC Test: 0.772, Explained Variance Score Test: 0.331 Bootstrap CV 66, alpha = 0.001, R^2 train: 0.268, R^2 test: 0.271 Bootstrap CV 66, alpha = 0.005, R^2 train: 0.268, R^2 test: 0.270 Bootstrap CV 66, alpha = 0.01, R^2 train: 0.268, R^2 test: 0.270 Bootstrap CV 66, alpha = 0.1, R^2 train: 0.257, R^2 test: 0.254 best alpha via bootstrap CV: 0.001 AUC Train: 0.739, Explained Variance Score Train: 0.268 AUC Validation: 0.775, Explained Variance Score Validation: 0.272 AUC Test: 0.772, Explained Variance Score Test: 0.330 Bootstrap CV 67, alpha = 0.001, R^2 train: 0.386, R^2 test: 0.311 Bootstrap CV 67, alpha = 0.005, R^2 train: 0.386, R^2 test: 0.312 Bootstrap CV 67, alpha = 0.01, R^2 train: 0.385, R^2 test: 0.314 Bootstrap CV 67, alpha = 0.1, R^2 train: 0.375, R^2 test: 0.324 best alpha via bootstrap CV: 0.1 AUC Train: 0.778, Explained Variance Score Train: 0.375 AUC Validation: 0.732, Explained Variance Score Validation: 0.325 AUC Test: 0.772, Explained Variance Score Test: 0.333 Bootstrap CV 68, alpha = 0.001, R^2 train: 0.250, R^2 test: 0.381 Bootstrap CV 68, alpha = 0.005, R^2 train: 0.250, R^2 test: 0.381 Bootstrap CV 68, alpha = 0.01, R^2 train: 0.250, R^2 test: 0.381 Bootstrap CV 68, alpha = 0.1, R^2 train: 0.239, R^2 test: 0.361 best alpha via bootstrap CV: 0.001 AUC Train: 0.709, Explained Variance Score Train: 0.250 AUC Validation: 0.824, Explained Variance Score Validation: 0.383 AUC Test: 0.772, Explained Variance Score Test: 0.334 Bootstrap CV 69, alpha = 0.001, R^2 train: 0.304, R^2 test: 0.292 Bootstrap CV 69, alpha = 0.005, R^2 train: 0.304, R^2 test: 0.293 Bootstrap CV 69, alpha = 0.01, R^2 train: 0.304, R^2 test: 0.294 Bootstrap CV 69, alpha = 0.1, R^2 train: 0.277, R^2 test: 0.281 best alpha via bootstrap CV: 0.01 AUC Train: 0.784, Explained Variance Score Train: 0.304 AUC Validation: 0.765, Explained Variance Score Validation: 0.297 AUC Test: 0.772, Explained Variance Score Test: 0.334 Bootstrap CV 64, alpha = 0.001, R^2 train: 0.277, R^2 test: 0.291 Bootstrap CV 64, alpha = 0.005, R^2 train: 0.277, R^2 test: 0.291 Bootstrap CV 64, alpha = 0.01, R^2 train: 0.277, R^2 test: 0.291 Bootstrap CV 64, alpha = 0.1, R^2 train: 0.264, R^2 test: 0.274 best alpha via bootstrap CV: 0.001 AUC Train: 0.749, Explained Variance Score Train: 0.277 AUC Validation: 0.765, Explained Variance Score Validation: 0.303 AUC Test: 0.772, Explained Variance Score Test: 0.331 Bootstrap CV 70, alpha = 0.001, R^2 train: 0.393, R^2 test: 0.062 Bootstrap CV 70, alpha = 0.005, R^2 train: 0.393, R^2 test: 0.063 Bootstrap CV 70, alpha = 0.01, R^2 train: 0.393, R^2 test: 0.064 Bootstrap CV 70, alpha = 0.1, R^2 train: 0.382, R^2 test: 0.082 best alpha via bootstrap CV: 0.1 AUC Train: 0.815, Explained Variance Score Train: 0.382 AUC Validation: 0.655, Explained Variance Score Validation: 0.089 AUC Test: 0.772, Explained Variance Score Test: 0.332 Bootstrap CV 65, alpha = 0.001, R^2 train: 0.263, R^2 test: 0.291 Bootstrap CV 65, alpha = 0.005, R^2 train: 0.263, R^2 test: 0.290 Bootstrap CV 65, alpha = 0.01, R^2 train: 0.263, R^2 test: 0.289 Bootstrap CV 65, alpha = 0.1, R^2 train: 0.250, R^2 test: 0.265 best alpha via bootstrap CV: 0.001 AUC Train: 0.812, Explained Variance Score Train: 0.263 AUC Validation: 0.783, Explained Variance Score Validation: 0.291 AUC Test: 0.772, Explained Variance Score Test: 0.315 Bootstrap CV 74, alpha = 0.001, R^2 train: 0.252, R^2 test: 0.159 Bootstrap CV 74, alpha = 0.005, R^2 train: 0.252, R^2 test: 0.159 Bootstrap CV 74, alpha = 0.01, R^2 train: 0.252, R^2 test: 0.159 Bootstrap CV 74, alpha = 0.1, R^2 train: 0.237, R^2 test: 0.150 best alpha via bootstrap CV: 0.001 AUC Train: 0.695, Explained Variance Score Train: 0.252 AUC Validation: 0.743, Explained Variance Score Validation: 0.161 AUC Test: 0.772, Explained Variance Score Test: 0.303 Bootstrap CV 71, alpha = 0.001, R^2 train: 0.339, R^2 test: 0.336 Bootstrap CV 71, alpha = 0.005, R^2 train: 0.339, R^2 test: 0.335 Bootstrap CV 71, alpha = 0.01, R^2 train: 0.339, R^2 test: 0.335 Bootstrap CV 71, alpha = 0.1, R^2 train: 0.330, R^2 test: 0.320 best alpha via bootstrap CV: 0.001 AUC Train: 0.732, Explained Variance Score Train: 0.339 AUC Validation: 0.700, Explained Variance Score Validation: 0.340 AUC Test: 0.772, Explained Variance Score Test: 0.333 Bootstrap CV 73, alpha = 0.001, R^2 train: 0.288, R^2 test: 0.249 Bootstrap CV 73, alpha = 0.005, R^2 train: 0.288, R^2 test: 0.248 Bootstrap CV 73, alpha = 0.01, R^2 train: 0.287, R^2 test: 0.247 Bootstrap CV 73, alpha = 0.1, R^2 train: 0.273, R^2 test: 0.219 best alpha via bootstrap CV: 0.001 AUC Train: 0.719, Explained Variance Score Train: 0.288 AUC Validation: 0.750, Explained Variance Score Validation: 0.257 AUC Test: 0.772, Explained Variance Score Test: 0.325 Bootstrap CV 78, alpha = 0.001, R^2 train: 0.198, R^2 test: 0.279 Bootstrap CV 78, alpha = 0.005, R^2 train: 0.198, R^2 test: 0.278 Bootstrap CV 78, alpha = 0.01, R^2 train: 0.198, R^2 test: 0.278 Bootstrap CV 78, alpha = 0.1, R^2 train: 0.182, R^2 test: 0.251 best alpha via bootstrap CV: 0.001 AUC Train: 0.680, Explained Variance Score Train: 0.198 AUC Validation: 0.877, Explained Variance Score Validation: 0.284 AUC Test: 0.772, Explained Variance Score Test: 0.310 Bootstrap CV 76, alpha = 0.001, R^2 train: 0.229, R^2 test: 0.192 Bootstrap CV 76, alpha = 0.005, R^2 train: 0.229, R^2 test: 0.192 Bootstrap CV 76, alpha = 0.01, R^2 train: 0.229, R^2 test: 0.191 Bootstrap CV 76, alpha = 0.1, R^2 train: 0.209, R^2 test: 0.167 best alpha via bootstrap CV: 0.001 AUC Train: 0.708, Explained Variance Score Train: 0.229 AUC Validation: 0.838, Explained Variance Score Validation: 0.208 AUC Test: 0.772, Explained Variance Score Test: 0.321 Bootstrap CV 75, alpha = 0.001, R^2 train: 0.226, R^2 test: 0.324 Bootstrap CV 75, alpha = 0.005, R^2 train: 0.226, R^2 test: 0.324 Bootstrap CV 75, alpha = 0.01, R^2 train: 0.226, R^2 test: 0.325 Bootstrap CV 75, alpha = 0.1, R^2 train: 0.213, R^2 test: 0.318 best alpha via bootstrap CV: 0.001 AUC Train: 0.749, Explained Variance Score Train: 0.226 AUC Validation: 0.822, Explained Variance Score Validation: 0.328 AUC Test: 0.772, Explained Variance Score Test: 0.332 Bootstrap CV 79, alpha = 0.001, R^2 train: 0.222, R^2 test: 0.286 Bootstrap CV 79, alpha = 0.005, R^2 train: 0.222, R^2 test: 0.284 Bootstrap CV 79, alpha = 0.01, R^2 train: 0.222, R^2 test: 0.282 Bootstrap CV 79, alpha = 0.1, R^2 train: 0.201, R^2 test: 0.226 best alpha via bootstrap CV: 0.001 AUC Train: 0.708, Explained Variance Score Train: 0.222 AUC Validation: 0.738, Explained Variance Score Validation: 0.293 AUC Test: 0.772, Explained Variance Score Test: 0.307 Bootstrap CV 77, alpha = 0.001, R^2 train: 0.282, R^2 test: 0.226 Bootstrap CV 77, alpha = 0.005, R^2 train: 0.282, R^2 test: 0.227 Bootstrap CV 77, alpha = 0.01, R^2 train: 0.282, R^2 test: 0.227 Bootstrap CV 77, alpha = 0.1, R^2 train: 0.267, R^2 test: 0.224 best alpha via bootstrap CV: 0.001 AUC Train: 0.776, Explained Variance Score Train: 0.282 AUC Validation: 0.770, Explained Variance Score Validation: 0.228 AUC Test: 0.772, Explained Variance Score Test: 0.322 Running batch 6 of 7 with 16 nodes Bootstrap CV 89, alpha = 0.001, R^2 train: 0.261, R^2 test: 0.279 Bootstrap CV 89, alpha = 0.005, R^2 train: 0.261, R^2 test: 0.279 Bootstrap CV 89, alpha = 0.01, R^2 train: 0.261, R^2 test: 0.279 Bootstrap CV 89, alpha = 0.1, R^2 train: 0.248, R^2 test: 0.264 best alpha via bootstrap CV: 0.001 AUC Train: 0.758, Explained Variance Score Train: 0.261 AUC Validation: 0.735, Explained Variance Score Validation: 0.279 AUC Test: 0.772, Explained Variance Score Test: 0.326 Bootstrap CV 85, alpha = 0.001, R^2 train: 0.191, R^2 test: 0.205 Bootstrap CV 85, alpha = 0.005, R^2 train: 0.191, R^2 test: 0.206 Bootstrap CV 85, alpha = 0.01, R^2 train: 0.191, R^2 test: 0.207 Bootstrap CV 85, alpha = 0.1, R^2 train: 0.171, R^2 test: 0.206 best alpha via bootstrap CV: 0.001 AUC Train: 0.754, Explained Variance Score Train: 0.191 AUC Validation: 0.765, Explained Variance Score Validation: 0.205 AUC Test: 0.772, Explained Variance Score Test: 0.327 Bootstrap CV 81, alpha = 0.001, R^2 train: 0.366, R^2 test: 0.256 Bootstrap CV 81, alpha = 0.005, R^2 train: 0.366, R^2 test: 0.256 Bootstrap CV 81, alpha = 0.01, R^2 train: 0.366, R^2 test: 0.255 Bootstrap CV 81, alpha = 0.1, R^2 train: 0.356, R^2 test: 0.246 best alpha via bootstrap CV: 0.001 AUC Train: 0.821, Explained Variance Score Train: 0.366 AUC Validation: 0.835, Explained Variance Score Validation: 0.256 AUC Test: 0.772, Explained Variance Score Test: 0.334 Bootstrap CV 83, alpha = 0.001, R^2 train: 0.263, R^2 test: 0.199 Bootstrap CV 83, alpha = 0.005, R^2 train: 0.263, R^2 test: 0.199 Bootstrap CV 83, alpha = 0.01, R^2 train: 0.263, R^2 test: 0.200 Bootstrap CV 83, alpha = 0.1, R^2 train: 0.245, R^2 test: 0.201 best alpha via bootstrap CV: 0.001 AUC Train: 0.749, Explained Variance Score Train: 0.263 AUC Validation: 0.708, Explained Variance Score Validation: 0.202 AUC Test: 0.772, Explained Variance Score Test: 0.328 Bootstrap CV 84, alpha = 0.001, R^2 train: 0.307, R^2 test: 0.375 Bootstrap CV 84, alpha = 0.005, R^2 train: 0.307, R^2 test: 0.375 Bootstrap CV 84, alpha = 0.01, R^2 train: 0.307, R^2 test: 0.374 Bootstrap CV 84, alpha = 0.1, R^2 train: 0.289, R^2 test: 0.342 best alpha via bootstrap CV: 0.001 AUC Train: 0.785, Explained Variance Score Train: 0.307 AUC Validation: 0.830, Explained Variance Score Validation: 0.377 AUC Test: 0.772, Explained Variance Score Test: 0.333 Bootstrap CV 90, alpha = 0.001, R^2 train: 0.090, R^2 test: 0.288 Bootstrap CV 90, alpha = 0.005, R^2 train: 0.090, R^2 test: 0.285 Bootstrap CV 90, alpha = 0.01, R^2 train: 0.090, R^2 test: 0.281 Bootstrap CV 90, alpha = 0.1, R^2 train: 0.076, R^2 test: 0.198 best alpha via bootstrap CV: 0.001 AUC Train: 0.625, Explained Variance Score Train: 0.090 AUC Validation: 0.831, Explained Variance Score Validation: 0.288 AUC Test: 0.772, Explained Variance Score Test: 0.272 Bootstrap CV 80, alpha = 0.001, R^2 train: 0.223, R^2 test: 0.314 Bootstrap CV 80, alpha = 0.005, R^2 train: 0.223, R^2 test: 0.313 Bootstrap CV 80, alpha = 0.01, R^2 train: 0.223, R^2 test: 0.312 Bootstrap CV 80, alpha = 0.1, R^2 train: 0.204, R^2 test: 0.267 best alpha via bootstrap CV: 0.001 AUC Train: 0.712, Explained Variance Score Train: 0.223 AUC Validation: 0.767, Explained Variance Score Validation: 0.324 AUC Test: 0.772, Explained Variance Score Test: 0.316 Bootstrap CV 88, alpha = 0.001, R^2 train: 0.384, R^2 test: 0.319 Bootstrap CV 88, alpha = 0.005, R^2 train: 0.384, R^2 test: 0.318 Bootstrap CV 88, alpha = 0.01, R^2 train: 0.384, R^2 test: 0.317 Bootstrap CV 88, alpha = 0.1, R^2 train: 0.370, R^2 test: 0.295 best alpha via bootstrap CV: 0.001 AUC Train: 0.783, Explained Variance Score Train: 0.384 AUC Validation: 0.764, Explained Variance Score Validation: 0.322 AUC Test: 0.772, Explained Variance Score Test: 0.329 Bootstrap CV 87, alpha = 0.001, R^2 train: 0.458, R^2 test: -0.046 Bootstrap CV 87, alpha = 0.005, R^2 train: 0.458, R^2 test: -0.044 Bootstrap CV 87, alpha = 0.01, R^2 train: 0.458, R^2 test: -0.042 Bootstrap CV 87, alpha = 0.1, R^2 train: 0.450, R^2 test: -0.003 best alpha via bootstrap CV: 0.1 AUC Train: 0.822, Explained Variance Score Train: 0.450 AUC Validation: 0.534, Explained Variance Score Validation: 0.005 AUC Test: 0.772, Explained Variance Score Test: 0.334 Bootstrap CV 91, alpha = 0.001, R^2 train: 0.283, R^2 test: 0.326 Bootstrap CV 91, alpha = 0.005, R^2 train: 0.283, R^2 test: 0.326 Bootstrap CV 91, alpha = 0.01, R^2 train: 0.283, R^2 test: 0.325 Bootstrap CV 91, alpha = 0.1, R^2 train: 0.272, R^2 test: 0.306 best alpha via bootstrap CV: 0.001 AUC Train: 0.710, Explained Variance Score Train: 0.283 AUC Validation: 0.754, Explained Variance Score Validation: 0.331 AUC Test: 0.772, Explained Variance Score Test: 0.330 Bootstrap CV 86, alpha = 0.001, R^2 train: 0.130, R^2 test: 0.389 Bootstrap CV 86, alpha = 0.005, R^2 train: 0.129, R^2 test: 0.385 Bootstrap CV 86, alpha = 0.01, R^2 train: 0.129, R^2 test: 0.379 Bootstrap CV 86, alpha = 0.1, R^2 train: 0.113, R^2 test: 0.274 best alpha via bootstrap CV: 0.001 AUC Train: 0.673, Explained Variance Score Train: 0.130 AUC Validation: 0.815, Explained Variance Score Validation: 0.393 AUC Test: 0.772, Explained Variance Score Test: 0.293 Bootstrap CV 82, alpha = 0.001, R^2 train: 0.267, R^2 test: 0.290 Bootstrap CV 82, alpha = 0.005, R^2 train: 0.267, R^2 test: 0.290 Bootstrap CV 82, alpha = 0.01, R^2 train: 0.266, R^2 test: 0.289 Bootstrap CV 82, alpha = 0.1, R^2 train: 0.256, R^2 test: 0.268 best alpha via bootstrap CV: 0.001 AUC Train: 0.741, Explained Variance Score Train: 0.267 AUC Validation: 0.773, Explained Variance Score Validation: 0.292 AUC Test: 0.772, Explained Variance Score Test: 0.321 Bootstrap CV 94, alpha = 0.001, R^2 train: 0.197, R^2 test: 0.106 Bootstrap CV 94, alpha = 0.005, R^2 train: 0.197, R^2 test: 0.106 Bootstrap CV 94, alpha = 0.01, R^2 train: 0.197, R^2 test: 0.107 Bootstrap CV 94, alpha = 0.1, R^2 train: 0.184, R^2 test: 0.109 best alpha via bootstrap CV: 0.001 AUC Train: 0.686, Explained Variance Score Train: 0.197 AUC Validation: 0.724, Explained Variance Score Validation: 0.108 AUC Test: 0.772, Explained Variance Score Test: 0.293 Bootstrap CV 92, alpha = 0.001, R^2 train: 0.202, R^2 test: 0.234 Bootstrap CV 92, alpha = 0.005, R^2 train: 0.202, R^2 test: 0.233 Bootstrap CV 92, alpha = 0.01, R^2 train: 0.202, R^2 test: 0.231 Bootstrap CV 92, alpha = 0.1, R^2 train: 0.188, R^2 test: 0.198 best alpha via bootstrap CV: 0.001 AUC Train: 0.728, Explained Variance Score Train: 0.202 AUC Validation: 0.820, Explained Variance Score Validation: 0.237 AUC Test: 0.772, Explained Variance Score Test: 0.310 Bootstrap CV 95, alpha = 0.001, R^2 train: 0.351, R^2 test: 0.293 Bootstrap CV 95, alpha = 0.005, R^2 train: 0.351, R^2 test: 0.295 Bootstrap CV 95, alpha = 0.01, R^2 train: 0.350, R^2 test: 0.297 Bootstrap CV 95, alpha = 0.1, R^2 train: 0.341, R^2 test: 0.320 best alpha via bootstrap CV: 0.1 AUC Train: 0.776, Explained Variance Score Train: 0.341 AUC Validation: 0.815, Explained Variance Score Validation: 0.325 AUC Test: 0.772, Explained Variance Score Test: 0.332 Bootstrap CV 93, alpha = 0.001, R^2 train: 0.199, R^2 test: 0.291 Bootstrap CV 93, alpha = 0.005, R^2 train: 0.199, R^2 test: 0.292 Bootstrap CV 93, alpha = 0.01, R^2 train: 0.199, R^2 test: 0.293 Bootstrap CV 93, alpha = 0.1, R^2 train: 0.182, R^2 test: 0.278 best alpha via bootstrap CV: 0.001 AUC Train: 0.785, Explained Variance Score Train: 0.199 AUC Validation: 0.694, Explained Variance Score Validation: 0.295 AUC Test: 0.772, Explained Variance Score Test: 0.305 Running batch 7 of 7 with 4 nodes Bootstrap CV 98, alpha = 0.001, R^2 train: 0.152, R^2 test: 0.292 Bootstrap CV 98, alpha = 0.005, R^2 train: 0.152, R^2 test: 0.290 Bootstrap CV 98, alpha = 0.01, R^2 train: 0.152, R^2 test: 0.288 Bootstrap CV 98, alpha = 0.1, R^2 train: 0.142, R^2 test: 0.238 best alpha via bootstrap CV: 0.001 AUC Train: 0.720, Explained Variance Score Train: 0.152 AUC Validation: 0.850, Explained Variance Score Validation: 0.303 AUC Test: 0.772, Explained Variance Score Test: 0.284 Bootstrap CV 99, alpha = 0.001, R^2 train: 0.332, R^2 test: 0.280 Bootstrap CV 99, alpha = 0.005, R^2 train: 0.332, R^2 test: 0.281 Bootstrap CV 99, alpha = 0.01, R^2 train: 0.332, R^2 test: 0.282 Bootstrap CV 99, alpha = 0.1, R^2 train: 0.323, R^2 test: 0.290 best alpha via bootstrap CV: 0.01 AUC Train: 0.786, Explained Variance Score Train: 0.332 AUC Validation: 0.736, Explained Variance Score Validation: 0.283 AUC Test: 0.772, Explained Variance Score Test: 0.333 Bootstrap CV 97, alpha = 0.001, R^2 train: 0.236, R^2 test: 0.293 Bootstrap CV 97, alpha = 0.005, R^2 train: 0.236, R^2 test: 0.292 Bootstrap CV 97, alpha = 0.01, R^2 train: 0.236, R^2 test: 0.290 Bootstrap CV 97, alpha = 0.1, R^2 train: 0.219, R^2 test: 0.249 best alpha via bootstrap CV: 0.001 AUC Train: 0.715, Explained Variance Score Train: 0.236 AUC Validation: 0.814, Explained Variance Score Validation: 0.302 AUC Test: 0.772, Explained Variance Score Test: 0.316 Bootstrap CV 96, alpha = 0.001, R^2 train: 0.297, R^2 test: 0.223 Bootstrap CV 96, alpha = 0.005, R^2 train: 0.297, R^2 test: 0.223 Bootstrap CV 96, alpha = 0.01, R^2 train: 0.297, R^2 test: 0.222 Bootstrap CV 96, alpha = 0.1, R^2 train: 0.288, R^2 test: 0.210 best alpha via bootstrap CV: 0.001 AUC Train: 0.822, Explained Variance Score Train: 0.297 AUC Validation: 0.717, Explained Variance Score Validation: 0.250 AUC Test: 0.772, Explained Variance Score Test: 0.324 total Variables 1 and total subjects: 1698 ->AUC validation: 0.756 95% CI: [0.743 , 0.770] ->AUC test: 0.772 95% CI: [0.772 , 0.772] ->R^2 validation: 0.260 95% CI: [0.241 , 0.279] ->R^2 test: 0.320 95% CI: [0.317 , 0.323] ->Explained Variance validation: 0.252 95% CI: [0.232 , 0.271] ->Explained Variance test: 0.317 95% CI: [0.314 , 0.321] Test set metrics: @threshold:2.678, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:2.652, sens:0.018, spec:1.000, ppv:1.000, acc:0.841, f1:0.036, mcc:0.000, total+:1, total-:338 @threshold:2.297, sens:0.036, spec:0.996, ppv:0.667, acc:0.841, f1:0.069, mcc:0.141, total+:3, total-:336 @threshold:2.160, sens:0.055, spec:0.993, ppv:0.600, acc:0.841, f1:0.100, mcc:0.079, total+:5, total-:334 @threshold:2.048, sens:0.073, spec:0.993, ppv:0.667, acc:0.844, f1:0.131, mcc:0.100, total+:6, total-:333 @threshold:1.660, sens:0.109, spec:0.989, ppv:0.667, acc:0.847, f1:0.188, mcc:0.082, total+:9, total-:330 @threshold:1.524, sens:0.127, spec:0.986, ppv:0.636, acc:0.847, f1:0.212, mcc:0.064, total+:11, total-:328 @threshold:1.488, sens:0.145, spec:0.982, ppv:0.615, acc:0.847, f1:0.235, mcc:0.054, total+:13, total-:326 @threshold:1.405, sens:0.164, spec:0.982, ppv:0.643, acc:0.850, f1:0.261, mcc:0.059, total+:14, total-:325 @threshold:1.334, sens:0.182, spec:0.979, ppv:0.625, acc:0.850, f1:0.282, mcc:0.051, total+:16, total-:323 @threshold:1.289, sens:0.200, spec:0.975, ppv:0.611, acc:0.850, f1:0.301, mcc:0.045, total+:18, total-:321 @threshold:1.191, sens:0.218, spec:0.972, ppv:0.600, acc:0.850, f1:0.320, mcc:0.041, total+:20, total-:319 @threshold:1.189, sens:0.236, spec:0.972, ppv:0.619, acc:0.853, f1:0.342, mcc:0.043, total+:21, total-:318 @threshold:1.041, sens:0.291, spec:0.968, ppv:0.640, acc:0.858, f1:0.400, mcc:0.044, total+:25, total-:314 @threshold:1.027, sens:0.309, spec:0.968, ppv:0.654, acc:0.861, f1:0.420, mcc:0.046, total+:26, total-:313 @threshold:0.982, sens:0.327, spec:0.965, ppv:0.643, acc:0.861, f1:0.434, mcc:0.042, total+:28, total-:311 @threshold:0.974, sens:0.345, spec:0.965, ppv:0.655, acc:0.864, f1:0.452, mcc:0.044, total+:29, total-:310 @threshold:0.969, sens:0.345, spec:0.961, ppv:0.633, acc:0.861, f1:0.447, mcc:0.039, total+:30, total-:309 @threshold:0.797, sens:0.364, spec:0.951, ppv:0.588, acc:0.855, f1:0.449, mcc:0.030, total+:34, total-:305 @threshold:0.791, sens:0.364, spec:0.947, ppv:0.571, acc:0.853, f1:0.444, mcc:0.027, total+:35, total-:304 @threshold:0.785, sens:0.382, spec:0.944, ppv:0.568, acc:0.853, f1:0.457, mcc:0.026, total+:37, total-:302 @threshold:0.779, sens:0.382, spec:0.940, ppv:0.553, acc:0.850, f1:0.452, mcc:0.024, total+:38, total-:301 @threshold:0.718, sens:0.400, spec:0.937, ppv:0.550, acc:0.850, f1:0.463, mcc:0.023, total+:40, total-:299 @threshold:0.712, sens:0.400, spec:0.933, ppv:0.537, acc:0.847, f1:0.458, mcc:0.022, total+:41, total-:298 @threshold:0.700, sens:0.418, spec:0.933, ppv:0.548, acc:0.850, f1:0.474, mcc:0.023, total+:42, total-:297 @threshold:0.689, sens:0.418, spec:0.930, ppv:0.535, acc:0.847, f1:0.469, mcc:0.021, total+:43, total-:296 @threshold:0.681, sens:0.436, spec:0.930, ppv:0.545, acc:0.850, f1:0.485, mcc:0.022, total+:44, total-:295 @threshold:0.658, sens:0.436, spec:0.926, ppv:0.533, acc:0.847, f1:0.480, mcc:0.021, total+:45, total-:294 @threshold:0.633, sens:0.436, spec:0.919, ppv:0.511, acc:0.841, f1:0.471, mcc:0.018, total+:47, total-:292 @threshold:0.595, sens:0.455, spec:0.905, ppv:0.481, acc:0.832, f1:0.467, mcc:0.015, total+:52, total-:287 @threshold:0.571, sens:0.455, spec:0.901, ppv:0.472, acc:0.829, f1:0.463, mcc:0.014, total+:53, total-:286 @threshold:0.517, sens:0.473, spec:0.887, ppv:0.448, acc:0.820, f1:0.460, mcc:0.012, total+:58, total-:281 @threshold:0.505, sens:0.473, spec:0.884, ppv:0.441, acc:0.817, f1:0.456, mcc:0.012, total+:59, total-:280 @threshold:0.437, sens:0.491, spec:0.866, ppv:0.415, acc:0.805, f1:0.450, mcc:0.010, total+:65, total-:274 @threshold:0.436, sens:0.491, spec:0.863, ppv:0.409, acc:0.802, f1:0.446, mcc:0.010, total+:66, total-:273 @threshold:0.432, sens:0.509, spec:0.863, ppv:0.418, acc:0.805, f1:0.459, mcc:0.010, total+:67, total-:272 @threshold:0.426, sens:0.509, spec:0.859, ppv:0.412, acc:0.802, f1:0.455, mcc:0.010, total+:68, total-:271 @threshold:0.422, sens:0.527, spec:0.859, ppv:0.420, acc:0.805, f1:0.468, mcc:0.010, total+:69, total-:270 @threshold:0.418, sens:0.527, spec:0.856, ppv:0.414, acc:0.802, f1:0.464, mcc:0.010, total+:70, total-:269 @threshold:0.414, sens:0.527, spec:0.849, ppv:0.403, acc:0.796, f1:0.457, mcc:0.009, total+:72, total-:267 @threshold:0.407, sens:0.527, spec:0.845, ppv:0.397, acc:0.794, f1:0.453, mcc:0.009, total+:73, total-:266 @threshold:0.379, sens:0.545, spec:0.842, ppv:0.400, acc:0.794, f1:0.462, mcc:0.009, total+:75, total-:264 @threshold:0.376, sens:0.545, spec:0.838, ppv:0.395, acc:0.791, f1:0.458, mcc:0.008, total+:76, total-:263 @threshold:0.373, sens:0.545, spec:0.827, ppv:0.380, acc:0.782, f1:0.448, mcc:0.008, total+:79, total-:260 @threshold:0.372, sens:0.545, spec:0.824, ppv:0.375, acc:0.779, f1:0.444, mcc:0.007, total+:80, total-:259 @threshold:0.341, sens:0.564, spec:0.820, ppv:0.378, acc:0.779, f1:0.453, mcc:0.008, total+:82, total-:257 @threshold:0.337, sens:0.564, spec:0.817, ppv:0.373, acc:0.776, f1:0.449, mcc:0.007, total+:83, total-:256 @threshold:0.336, sens:0.582, spec:0.817, ppv:0.381, acc:0.779, f1:0.460, mcc:0.008, total+:84, total-:255 @threshold:0.335, sens:0.582, spec:0.813, ppv:0.376, acc:0.776, f1:0.457, mcc:0.007, total+:85, total-:254 @threshold:0.304, sens:0.600, spec:0.799, ppv:0.367, acc:0.767, f1:0.455, mcc:0.007, total+:90, total-:249 @threshold:0.302, sens:0.600, spec:0.796, ppv:0.363, acc:0.764, f1:0.452, mcc:0.007, total+:91, total-:248 @threshold:0.273, sens:0.618, spec:0.789, ppv:0.362, acc:0.761, f1:0.456, mcc:0.007, total+:94, total-:245 @threshold:0.268, sens:0.618, spec:0.785, ppv:0.358, acc:0.758, f1:0.453, mcc:0.006, total+:95, total-:244 @threshold:0.225, sens:0.618, spec:0.768, ppv:0.340, acc:0.743, f1:0.439, mcc:0.006, total+:100, total-:239 @threshold:0.210, sens:0.618, spec:0.764, ppv:0.337, acc:0.740, f1:0.436, mcc:0.006, total+:101, total-:238 @threshold:0.198, sens:0.636, spec:0.764, ppv:0.343, acc:0.743, f1:0.446, mcc:0.006, total+:102, total-:237 @threshold:0.196, sens:0.636, spec:0.761, ppv:0.340, acc:0.740, f1:0.443, mcc:0.006, total+:103, total-:236 @threshold:0.125, sens:0.636, spec:0.718, ppv:0.304, acc:0.705, f1:0.412, mcc:0.004, total+:115, total-:224 @threshold:0.125, sens:0.636, spec:0.715, ppv:0.302, acc:0.702, f1:0.409, mcc:0.004, total+:116, total-:223 @threshold:0.109, sens:0.655, spec:0.708, ppv:0.303, acc:0.699, f1:0.414, mcc:0.004, total+:119, total-:220 @threshold:0.102, sens:0.655, spec:0.704, ppv:0.300, acc:0.696, f1:0.411, mcc:0.004, total+:120, total-:219 @threshold:0.096, sens:0.655, spec:0.690, ppv:0.290, acc:0.684, f1:0.402, mcc:0.004, total+:124, total-:215 @threshold:0.090, sens:0.655, spec:0.687, ppv:0.288, acc:0.681, f1:0.400, mcc:0.004, total+:125, total-:214 @threshold:0.052, sens:0.655, spec:0.673, ppv:0.279, acc:0.670, f1:0.391, mcc:0.003, total+:129, total-:210 @threshold:0.049, sens:0.655, spec:0.669, ppv:0.277, acc:0.667, f1:0.389, mcc:0.003, total+:130, total-:209 @threshold:0.009, sens:0.855, spec:0.433, ppv:0.226, acc:0.501, f1:0.357, mcc:0.002, total+:208, total-:131 @threshold:0.001, sens:0.855, spec:0.430, ppv:0.225, acc:0.499, f1:0.356, mcc:0.002, total+:209, total-:130 @threshold:-0.000, sens:0.873, spec:0.430, ppv:0.229, acc:0.501, f1:0.362, mcc:0.002, total+:210, total-:129 @threshold:-0.020, sens:0.873, spec:0.426, ppv:0.227, acc:0.499, f1:0.361, mcc:0.002, total+:211, total-:128 @threshold:-0.028, sens:0.891, spec:0.426, ppv:0.231, acc:0.501, f1:0.367, mcc:0.002, total+:212, total-:127 @threshold:-0.035, sens:0.891, spec:0.423, ppv:0.230, acc:0.499, f1:0.366, mcc:0.002, total+:213, total-:126 @threshold:-0.049, sens:0.909, spec:0.419, ppv:0.233, acc:0.499, f1:0.370, mcc:0.002, total+:215, total-:124 @threshold:-0.055, sens:0.909, spec:0.415, ppv:0.231, acc:0.496, f1:0.369, mcc:0.002, total+:216, total-:123 @threshold:-0.068, sens:0.909, spec:0.408, ppv:0.229, acc:0.490, f1:0.366, mcc:0.002, total+:218, total-:121 @threshold:-0.074, sens:0.927, spec:0.405, ppv:0.232, acc:0.490, f1:0.371, mcc:0.002, total+:220, total-:119 @threshold:-0.080, sens:0.927, spec:0.401, ppv:0.231, acc:0.487, f1:0.370, mcc:0.002, total+:221, total-:118 @threshold:-0.097, sens:0.945, spec:0.401, ppv:0.234, acc:0.490, f1:0.375, mcc:0.003, total+:222, total-:117 @threshold:-0.101, sens:0.945, spec:0.398, ppv:0.233, acc:0.487, f1:0.374, mcc:0.003, total+:223, total-:116 @threshold:-0.125, sens:0.945, spec:0.377, ppv:0.227, acc:0.469, f1:0.366, mcc:0.002, total+:229, total-:110 @threshold:-0.126, sens:0.945, spec:0.373, ppv:0.226, acc:0.466, f1:0.365, mcc:0.002, total+:230, total-:109 @threshold:-0.141, sens:0.945, spec:0.352, ppv:0.220, acc:0.448, f1:0.357, mcc:0.002, total+:236, total-:103 @threshold:-0.151, sens:0.945, spec:0.349, ppv:0.219, acc:0.445, f1:0.356, mcc:0.002, total+:237, total-:102 @threshold:-0.169, sens:0.964, spec:0.345, ppv:0.222, acc:0.445, f1:0.361, mcc:0.002, total+:239, total-:100 @threshold:-0.175, sens:0.964, spec:0.342, ppv:0.221, acc:0.442, f1:0.359, mcc:0.002, total+:240, total-:99 @threshold:-0.180, sens:0.964, spec:0.327, ppv:0.217, acc:0.431, f1:0.355, mcc:0.002, total+:244, total-:95 @threshold:-0.200, sens:0.964, spec:0.317, ppv:0.215, acc:0.422, f1:0.351, mcc:0.002, total+:247, total-:92 @threshold:-0.203, sens:0.964, spec:0.313, ppv:0.214, acc:0.419, f1:0.350, mcc:0.002, total+:248, total-:91 @threshold:-0.204, sens:0.982, spec:0.313, ppv:0.217, acc:0.422, f1:0.355, mcc:0.002, total+:249, total-:90 @threshold:-0.223, sens:0.982, spec:0.310, ppv:0.216, acc:0.419, f1:0.354, mcc:0.002, total+:250, total-:89 @threshold:-0.350, sens:0.982, spec:0.246, ppv:0.201, acc:0.366, f1:0.334, mcc:0.002, total+:268, total-:71 @threshold:-0.366, sens:0.982, spec:0.243, ppv:0.201, acc:0.363, f1:0.333, mcc:0.002, total+:269, total-:70 @threshold:-0.383, sens:1.000, spec:0.243, ppv:0.204, acc:0.366, f1:0.338, mcc:0.002, total+:270, total-:69 @threshold:-0.416, sens:1.000, spec:0.225, ppv:0.200, acc:0.351, f1:0.333, mcc:0.002, total+:275, total-:64 @threshold:-0.470, sens:1.000, spec:0.208, ppv:0.196, acc:0.336, f1:0.328, mcc:0.002, total+:280, total-:59 @threshold:-0.505, sens:1.000, spec:0.194, ppv:0.194, acc:0.324, f1:0.324, mcc:0.002, total+:284, total-:55 @threshold:-0.520, sens:1.000, spec:0.183, ppv:0.192, acc:0.316, f1:0.322, mcc:0.002, total+:287, total-:52 @threshold:-0.847, sens:1.000, spec:0.081, ppv:0.174, acc:0.230, f1:0.296, mcc:0.002, total+:316, total-:23 @threshold:-0.847, sens:1.000, spec:0.077, ppv:0.174, acc:0.227, f1:0.296, mcc:0.002, total+:317, total-:22 @threshold:-0.918, sens:1.000, spec:0.063, ppv:0.171, acc:0.215, f1:0.293, mcc:0.002, total+:321, total-:18 @threshold:-0.920, sens:1.000, spec:0.060, ppv:0.171, acc:0.212, f1:0.292, mcc:0.002, total+:322, total-:17 @threshold:-1.503, sens:1.000, spec:0.004, ppv:0.163, acc:0.165, f1:0.280, mcc:0.001, total+:338, total-:1 * Vital: BMI-avg19to24 | coef 0.563 95% CI: [0.546 , 0.579] | OR_adj 1.755 [1.726 1.785] | occ: 1354 | OR_unadj: 4.046 [3.062 5.347] | indivs AUC:0.772 Correlated most with: Vital : 0.562534627243 Time to run analysis 0:00:34.327343 Total Time elapsed 14:38:33.384579 ----------------------------------------------------- girls no_min bmi_19_24 randomforest regression Running batch 1 of 7 with 16 nodes Bootstrap CV 14, alpha = (3000, 2, 1), R^2 train: 0.727, R^2 test: 0.123 Bootstrap CV 14, alpha = (3000, 2, 2), R^2 train: 0.414, R^2 test: 0.360 Bootstrap CV 14, alpha = (3000, 2, 5), R^2 train: 0.312, R^2 test: 0.389 Bootstrap CV 14, alpha = (3000, 2, 7), R^2 train: 0.286, R^2 test: 0.372 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.777, Explained Variance Score Train: 0.312 AUC Validation: 0.833, Explained Variance Score Validation: 0.389 AUC Test: 0.741, Explained Variance Score Test: 0.289 Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.516, R^2 test: 0.123 Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.371, R^2 test: 0.178 Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.269, R^2 test: 0.198 Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.251, R^2 test: 0.202 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.770, Explained Variance Score Train: 0.251 AUC Validation: 0.701, Explained Variance Score Validation: 0.204 AUC Test: 0.757, Explained Variance Score Test: 0.246 Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.771, R^2 test: 0.002 Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.623, R^2 test: 0.028 Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.462, R^2 test: 0.098 Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.409, R^2 test: 0.113 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.847, Explained Variance Score Train: 0.409 AUC Validation: 0.687, Explained Variance Score Validation: 0.131 AUC Test: 0.759, Explained Variance Score Test: 0.298 Bootstrap CV 15, alpha = (3000, 2, 1), R^2 train: 0.603, R^2 test: -0.092 Bootstrap CV 15, alpha = (3000, 2, 2), R^2 train: 0.452, R^2 test: 0.068 Bootstrap CV 15, alpha = (3000, 2, 5), R^2 train: 0.315, R^2 test: 0.217 Bootstrap CV 15, alpha = (3000, 2, 7), R^2 train: 0.282, R^2 test: 0.232 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.761, Explained Variance Score Train: 0.315 AUC Validation: 0.822, Explained Variance Score Validation: 0.254 AUC Test: 0.758, Explained Variance Score Test: 0.272 Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.767, R^2 test: 0.227 Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.528, R^2 test: 0.297 Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.381, R^2 test: 0.340 Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.357, R^2 test: 0.345 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.876, Explained Variance Score Train: 0.357 AUC Validation: 0.838, Explained Variance Score Validation: 0.348 AUC Test: 0.735, Explained Variance Score Test: 0.291 Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.635, R^2 test: 0.165 Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.446, R^2 test: 0.262 Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.336, R^2 test: 0.319 Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.308, R^2 test: 0.343 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.763, Explained Variance Score Train: 0.308 AUC Validation: 0.765, Explained Variance Score Validation: 0.349 AUC Test: 0.778, Explained Variance Score Test: 0.295 Bootstrap CV 12, alpha = (3000, 2, 1), R^2 train: 0.714, R^2 test: 0.131 Bootstrap CV 12, alpha = (3000, 2, 2), R^2 train: 0.549, R^2 test: 0.238 Bootstrap CV 12, alpha = (3000, 2, 5), R^2 train: 0.440, R^2 test: 0.226 Bootstrap CV 12, alpha = (3000, 2, 7), R^2 train: 0.410, R^2 test: 0.232 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.816, Explained Variance Score Train: 0.410 AUC Validation: 0.769, Explained Variance Score Validation: 0.232 AUC Test: 0.752, Explained Variance Score Test: 0.307 Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.691, R^2 test: -0.503 Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.550, R^2 test: -0.357 Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.429, R^2 test: -0.159 Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.411, R^2 test: -0.164 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.798, Explained Variance Score Train: 0.411 AUC Validation: 0.699, Explained Variance Score Validation: -0.146 AUC Test: 0.750, Explained Variance Score Test: 0.300 Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.576, R^2 test: 0.131 Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.416, R^2 test: 0.212 Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.272, R^2 test: 0.290 Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.248, R^2 test: 0.293 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.796, Explained Variance Score Train: 0.272 AUC Validation: 0.737, Explained Variance Score Validation: 0.322 AUC Test: 0.745, Explained Variance Score Test: 0.255 Bootstrap CV 11, alpha = (3000, 2, 1), R^2 train: 0.739, R^2 test: -0.188 Bootstrap CV 11, alpha = (3000, 2, 2), R^2 train: 0.583, R^2 test: 0.015 Bootstrap CV 11, alpha = (3000, 2, 5), R^2 train: 0.469, R^2 test: 0.148 Bootstrap CV 11, alpha = (3000, 2, 7), R^2 train: 0.419, R^2 test: 0.193 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.814, Explained Variance Score Train: 0.419 AUC Validation: 0.799, Explained Variance Score Validation: 0.194 AUC Test: 0.744, Explained Variance Score Test: 0.268 Bootstrap CV 10, alpha = (3000, 2, 1), R^2 train: 0.516, R^2 test: 0.157 Bootstrap CV 10, alpha = (3000, 2, 2), R^2 train: 0.407, R^2 test: 0.149 Bootstrap CV 10, alpha = (3000, 2, 5), R^2 train: 0.318, R^2 test: 0.193 Bootstrap CV 10, alpha = (3000, 2, 7), R^2 train: 0.291, R^2 test: 0.201 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.757, Explained Variance Score Train: 0.291 AUC Validation: 0.758, Explained Variance Score Validation: 0.201 AUC Test: 0.750, Explained Variance Score Test: 0.265 Bootstrap CV 13, alpha = (3000, 2, 1), R^2 train: 0.710, R^2 test: 0.053 Bootstrap CV 13, alpha = (3000, 2, 2), R^2 train: 0.531, R^2 test: 0.151 Bootstrap CV 13, alpha = (3000, 2, 5), R^2 train: 0.359, R^2 test: 0.249 Bootstrap CV 13, alpha = (3000, 2, 7), R^2 train: 0.305, R^2 test: 0.294 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.714, Explained Variance Score Train: 0.305 AUC Validation: 0.870, Explained Variance Score Validation: 0.294 AUC Test: 0.757, Explained Variance Score Test: 0.243 Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.709, R^2 test: 0.147 Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.539, R^2 test: 0.319 Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.417, R^2 test: 0.391 Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.353, R^2 test: 0.396 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.781, Explained Variance Score Train: 0.353 AUC Validation: 0.845, Explained Variance Score Validation: 0.398 AUC Test: 0.746, Explained Variance Score Test: 0.270 Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.697, R^2 test: -0.139 Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.542, R^2 test: 0.058 Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.409, R^2 test: 0.231 Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.367, R^2 test: 0.250 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.782, Explained Variance Score Train: 0.367 AUC Validation: 0.786, Explained Variance Score Validation: 0.258 AUC Test: 0.764, Explained Variance Score Test: 0.246 Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.640, R^2 test: -0.176 Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.511, R^2 test: 0.012 Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.403, R^2 test: 0.104 Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.375, R^2 test: 0.130 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.810, Explained Variance Score Train: 0.403 AUC Validation: 0.704, Explained Variance Score Validation: 0.105 AUC Test: 0.784, Explained Variance Score Test: 0.284 Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.705, R^2 test: -0.001 Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.556, R^2 test: 0.082 Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.436, R^2 test: 0.149 Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.390, R^2 test: 0.159 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.848, Explained Variance Score Train: 0.390 AUC Validation: 0.702, Explained Variance Score Validation: 0.198 AUC Test: 0.767, Explained Variance Score Test: 0.283 Running batch 2 of 7 with 16 nodes Bootstrap CV 30, alpha = (3000, 2, 1), R^2 train: 0.746, R^2 test: 0.213 Bootstrap CV 30, alpha = (3000, 2, 2), R^2 train: 0.600, R^2 test: 0.296 Bootstrap CV 30, alpha = (3000, 2, 5), R^2 train: 0.479, R^2 test: 0.369 Bootstrap CV 30, alpha = (3000, 2, 7), R^2 train: 0.434, R^2 test: 0.360 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.853, Explained Variance Score Train: 0.434 AUC Validation: 0.786, Explained Variance Score Validation: 0.361 AUC Test: 0.738, Explained Variance Score Test: 0.280 Bootstrap CV 28, alpha = (3000, 2, 1), R^2 train: 0.679, R^2 test: -0.034 Bootstrap CV 28, alpha = (3000, 2, 2), R^2 train: 0.575, R^2 test: -0.066 Bootstrap CV 28, alpha = (3000, 2, 5), R^2 train: 0.443, R^2 test: -0.124 Bootstrap CV 28, alpha = (3000, 2, 7), R^2 train: 0.416, R^2 test: -0.139 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.854, Explained Variance Score Train: 0.416 AUC Validation: 0.678, Explained Variance Score Validation: -0.124 AUC Test: 0.750, Explained Variance Score Test: 0.263 Bootstrap CV 19, alpha = (3000, 2, 1), R^2 train: 0.631, R^2 test: 0.194 Bootstrap CV 19, alpha = (3000, 2, 2), R^2 train: 0.444, R^2 test: 0.276 Bootstrap CV 19, alpha = (3000, 2, 5), R^2 train: 0.291, R^2 test: 0.305 Bootstrap CV 19, alpha = (3000, 2, 7), R^2 train: 0.239, R^2 test: 0.266 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.756, Explained Variance Score Train: 0.291 AUC Validation: 0.631, Explained Variance Score Validation: 0.305 AUC Test: 0.744, Explained Variance Score Test: 0.248 Bootstrap CV 18, alpha = (3000, 2, 1), R^2 train: 0.635, R^2 test: 0.158 Bootstrap CV 18, alpha = (3000, 2, 2), R^2 train: 0.529, R^2 test: 0.185 Bootstrap CV 18, alpha = (3000, 2, 5), R^2 train: 0.437, R^2 test: 0.219 Bootstrap CV 18, alpha = (3000, 2, 7), R^2 train: 0.419, R^2 test: 0.218 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.830, Explained Variance Score Train: 0.419 AUC Validation: 0.812, Explained Variance Score Validation: 0.221 AUC Test: 0.759, Explained Variance Score Test: 0.293 Bootstrap CV 22, alpha = (3000, 2, 1), R^2 train: 0.568, R^2 test: -0.046 Bootstrap CV 22, alpha = (3000, 2, 2), R^2 train: 0.417, R^2 test: 0.053 Bootstrap CV 22, alpha = (3000, 2, 5), R^2 train: 0.331, R^2 test: 0.137 Bootstrap CV 22, alpha = (3000, 2, 7), R^2 train: 0.308, R^2 test: 0.153 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.812, Explained Variance Score Train: 0.308 AUC Validation: 0.625, Explained Variance Score Validation: 0.153 AUC Test: 0.743, Explained Variance Score Test: 0.299 Bootstrap CV 25, alpha = (3000, 2, 1), R^2 train: 0.659, R^2 test: 0.013 Bootstrap CV 25, alpha = (3000, 2, 2), R^2 train: 0.537, R^2 test: 0.138 Bootstrap CV 25, alpha = (3000, 2, 5), R^2 train: 0.357, R^2 test: 0.228 Bootstrap CV 25, alpha = (3000, 2, 7), R^2 train: 0.328, R^2 test: 0.236 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.772, Explained Variance Score Train: 0.328 AUC Validation: 0.671, Explained Variance Score Validation: 0.237 AUC Test: 0.769, Explained Variance Score Test: 0.305 Bootstrap CV 27, alpha = (3000, 2, 1), R^2 train: 0.712, R^2 test: -0.689 Bootstrap CV 27, alpha = (3000, 2, 2), R^2 train: 0.525, R^2 test: -0.250 Bootstrap CV 27, alpha = (3000, 2, 5), R^2 train: 0.367, R^2 test: -0.005 Bootstrap CV 27, alpha = (3000, 2, 7), R^2 train: 0.335, R^2 test: 0.043 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.821, Explained Variance Score Train: 0.367 AUC Validation: 0.692, Explained Variance Score Validation: 0.022 AUC Test: 0.798, Explained Variance Score Test: 0.307 Bootstrap CV 16, alpha = (3000, 2, 1), R^2 train: 0.673, R^2 test: 0.136 Bootstrap CV 16, alpha = (3000, 2, 2), R^2 train: 0.473, R^2 test: 0.266 Bootstrap CV 16, alpha = (3000, 2, 5), R^2 train: 0.324, R^2 test: 0.325 Bootstrap CV 16, alpha = (3000, 2, 7), R^2 train: 0.279, R^2 test: 0.328 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.769, Explained Variance Score Train: 0.279 AUC Validation: 0.762, Explained Variance Score Validation: 0.332 AUC Test: 0.770, Explained Variance Score Test: 0.273 Bootstrap CV 17, alpha = (3000, 2, 1), R^2 train: 0.641, R^2 test: -0.035 Bootstrap CV 17, alpha = (3000, 2, 2), R^2 train: 0.505, R^2 test: 0.055 Bootstrap CV 17, alpha = (3000, 2, 5), R^2 train: 0.319, R^2 test: 0.242 Bootstrap CV 17, alpha = (3000, 2, 7), R^2 train: 0.270, R^2 test: 0.240 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.797, Explained Variance Score Train: 0.270 AUC Validation: 0.728, Explained Variance Score Validation: 0.292 AUC Test: 0.752, Explained Variance Score Test: 0.271 Bootstrap CV 24, alpha = (3000, 2, 1), R^2 train: 0.692, R^2 test: 0.198 Bootstrap CV 24, alpha = (3000, 2, 2), R^2 train: 0.572, R^2 test: 0.204 Bootstrap CV 24, alpha = (3000, 2, 5), R^2 train: 0.417, R^2 test: 0.257 Bootstrap CV 24, alpha = (3000, 2, 7), R^2 train: 0.390, R^2 test: 0.263 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.791, Explained Variance Score Train: 0.390 AUC Validation: 0.747, Explained Variance Score Validation: 0.289 AUC Test: 0.741, Explained Variance Score Test: 0.269 Bootstrap CV 29, alpha = (3000, 2, 1), R^2 train: 0.574, R^2 test: -0.230 Bootstrap CV 29, alpha = (3000, 2, 2), R^2 train: 0.408, R^2 test: -0.102 Bootstrap CV 29, alpha = (3000, 2, 5), R^2 train: 0.308, R^2 test: 0.008 Bootstrap CV 29, alpha = (3000, 2, 7), R^2 train: 0.273, R^2 test: 0.049 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.774, Explained Variance Score Train: 0.273 AUC Validation: 0.720, Explained Variance Score Validation: 0.070 AUC Test: 0.734, Explained Variance Score Test: 0.254 Bootstrap CV 31, alpha = (3000, 2, 1), R^2 train: 0.615, R^2 test: 0.156 Bootstrap CV 31, alpha = (3000, 2, 2), R^2 train: 0.454, R^2 test: 0.185 Bootstrap CV 31, alpha = (3000, 2, 5), R^2 train: 0.346, R^2 test: 0.224 Bootstrap CV 31, alpha = (3000, 2, 7), R^2 train: 0.309, R^2 test: 0.233 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.829, Explained Variance Score Train: 0.309 AUC Validation: 0.741, Explained Variance Score Validation: 0.233 AUC Test: 0.762, Explained Variance Score Test: 0.217 Bootstrap CV 20, alpha = (3000, 2, 1), R^2 train: 0.624, R^2 test: 0.130 Bootstrap CV 20, alpha = (3000, 2, 2), R^2 train: 0.410, R^2 test: 0.226 Bootstrap CV 20, alpha = (3000, 2, 5), R^2 train: 0.295, R^2 test: 0.262 Bootstrap CV 20, alpha = (3000, 2, 7), R^2 train: 0.263, R^2 test: 0.271 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.758, Explained Variance Score Train: 0.263 AUC Validation: 0.768, Explained Variance Score Validation: 0.272 AUC Test: 0.761, Explained Variance Score Test: 0.258 Bootstrap CV 26, alpha = (3000, 2, 1), R^2 train: 0.691, R^2 test: -0.207 Bootstrap CV 26, alpha = (3000, 2, 2), R^2 train: 0.569, R^2 test: -0.041 Bootstrap CV 26, alpha = (3000, 2, 5), R^2 train: 0.429, R^2 test: 0.075 Bootstrap CV 26, alpha = (3000, 2, 7), R^2 train: 0.396, R^2 test: 0.100 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.828, Explained Variance Score Train: 0.396 AUC Validation: 0.678, Explained Variance Score Validation: 0.101 AUC Test: 0.740, Explained Variance Score Test: 0.269 Bootstrap CV 23, alpha = (3000, 2, 1), R^2 train: 0.746, R^2 test: 0.141 Bootstrap CV 23, alpha = (3000, 2, 2), R^2 train: 0.605, R^2 test: 0.154 Bootstrap CV 23, alpha = (3000, 2, 5), R^2 train: 0.445, R^2 test: 0.180 Bootstrap CV 23, alpha = (3000, 2, 7), R^2 train: 0.416, R^2 test: 0.171 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.878, Explained Variance Score Train: 0.416 AUC Validation: 0.649, Explained Variance Score Validation: 0.222 AUC Test: 0.744, Explained Variance Score Test: 0.258 Bootstrap CV 21, alpha = (3000, 2, 1), R^2 train: 0.660, R^2 test: -0.010 Bootstrap CV 21, alpha = (3000, 2, 2), R^2 train: 0.427, R^2 test: 0.209 Bootstrap CV 21, alpha = (3000, 2, 5), R^2 train: 0.293, R^2 test: 0.259 Bootstrap CV 21, alpha = (3000, 2, 7), R^2 train: 0.257, R^2 test: 0.267 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.823, Explained Variance Score Train: 0.293 AUC Validation: 0.729, Explained Variance Score Validation: 0.263 AUC Test: 0.765, Explained Variance Score Test: 0.296 Running batch 3 of 7 with 16 nodes Bootstrap CV 41, alpha = (3000, 2, 1), R^2 train: 0.658, R^2 test: -0.062 Bootstrap CV 41, alpha = (3000, 2, 2), R^2 train: 0.517, R^2 test: -0.005 Bootstrap CV 41, alpha = (3000, 2, 5), R^2 train: 0.348, R^2 test: -0.001 Bootstrap CV 41, alpha = (3000, 2, 7), R^2 train: 0.327, R^2 test: 0.009 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.821, Explained Variance Score Train: 0.327 AUC Validation: 0.674, Explained Variance Score Validation: 0.010 AUC Test: 0.745, Explained Variance Score Test: 0.265 Bootstrap CV 46, alpha = (3000, 2, 1), R^2 train: 0.544, R^2 test: 0.169 Bootstrap CV 46, alpha = (3000, 2, 2), R^2 train: 0.398, R^2 test: 0.213 Bootstrap CV 46, alpha = (3000, 2, 5), R^2 train: 0.271, R^2 test: 0.260 Bootstrap CV 46, alpha = (3000, 2, 7), R^2 train: 0.231, R^2 test: 0.299 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.753, Explained Variance Score Train: 0.231 AUC Validation: 0.805, Explained Variance Score Validation: 0.309 AUC Test: 0.748, Explained Variance Score Test: 0.274 Bootstrap CV 47, alpha = (3000, 2, 1), R^2 train: 0.627, R^2 test: 0.133 Bootstrap CV 47, alpha = (3000, 2, 2), R^2 train: 0.408, R^2 test: 0.296 Bootstrap CV 47, alpha = (3000, 2, 5), R^2 train: 0.278, R^2 test: 0.376 Bootstrap CV 47, alpha = (3000, 2, 7), R^2 train: 0.244, R^2 test: 0.369 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.765, Explained Variance Score Train: 0.244 AUC Validation: 0.732, Explained Variance Score Validation: 0.371 AUC Test: 0.753, Explained Variance Score Test: 0.276 Bootstrap CV 45, alpha = (3000, 2, 1), R^2 train: 0.660, R^2 test: 0.090 Bootstrap CV 45, alpha = (3000, 2, 2), R^2 train: 0.490, R^2 test: 0.114 Bootstrap CV 45, alpha = (3000, 2, 5), R^2 train: 0.358, R^2 test: 0.165 Bootstrap CV 45, alpha = (3000, 2, 7), R^2 train: 0.337, R^2 test: 0.167 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.788, Explained Variance Score Train: 0.337 AUC Validation: 0.729, Explained Variance Score Validation: 0.187 AUC Test: 0.768, Explained Variance Score Test: 0.296 Bootstrap CV 37, alpha = (3000, 2, 1), R^2 train: 0.620, R^2 test: 0.297 Bootstrap CV 37, alpha = (3000, 2, 2), R^2 train: 0.447, R^2 test: 0.213 Bootstrap CV 37, alpha = (3000, 2, 5), R^2 train: 0.325, R^2 test: 0.381 Bootstrap CV 37, alpha = (3000, 2, 7), R^2 train: 0.283, R^2 test: 0.399 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.801, Explained Variance Score Train: 0.283 AUC Validation: 0.798, Explained Variance Score Validation: 0.400 AUC Test: 0.745, Explained Variance Score Test: 0.274 Bootstrap CV 42, alpha = (3000, 2, 1), R^2 train: 0.645, R^2 test: -0.036 Bootstrap CV 42, alpha = (3000, 2, 2), R^2 train: 0.508, R^2 test: 0.111 Bootstrap CV 42, alpha = (3000, 2, 5), R^2 train: 0.337, R^2 test: 0.163 Bootstrap CV 42, alpha = (3000, 2, 7), R^2 train: 0.310, R^2 test: 0.154 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.816, Explained Variance Score Train: 0.337 AUC Validation: 0.659, Explained Variance Score Validation: 0.164 AUC Test: 0.765, Explained Variance Score Test: 0.298 Bootstrap CV 35, alpha = (3000, 2, 1), R^2 train: 0.680, R^2 test: 0.143 Bootstrap CV 35, alpha = (3000, 2, 2), R^2 train: 0.514, R^2 test: 0.165 Bootstrap CV 35, alpha = (3000, 2, 5), R^2 train: 0.368, R^2 test: 0.202 Bootstrap CV 35, alpha = (3000, 2, 7), R^2 train: 0.314, R^2 test: 0.219 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.840, Explained Variance Score Train: 0.314 AUC Validation: 0.698, Explained Variance Score Validation: 0.224 AUC Test: 0.765, Explained Variance Score Test: 0.239 Bootstrap CV 39, alpha = (3000, 2, 1), R^2 train: 0.738, R^2 test: -0.107 Bootstrap CV 39, alpha = (3000, 2, 2), R^2 train: 0.559, R^2 test: 0.020 Bootstrap CV 39, alpha = (3000, 2, 5), R^2 train: 0.375, R^2 test: 0.148 Bootstrap CV 39, alpha = (3000, 2, 7), R^2 train: 0.321, R^2 test: 0.151 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.832, Explained Variance Score Train: 0.321 AUC Validation: 0.725, Explained Variance Score Validation: 0.161 AUC Test: 0.782, Explained Variance Score Test: 0.283 Bootstrap CV 33, alpha = (3000, 2, 1), R^2 train: 0.816, R^2 test: -0.022 Bootstrap CV 33, alpha = (3000, 2, 2), R^2 train: 0.622, R^2 test: 0.087 Bootstrap CV 33, alpha = (3000, 2, 5), R^2 train: 0.422, R^2 test: 0.089 Bootstrap CV 33, alpha = (3000, 2, 7), R^2 train: 0.368, R^2 test: 0.097 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.820, Explained Variance Score Train: 0.368 AUC Validation: 0.640, Explained Variance Score Validation: 0.115 AUC Test: 0.774, Explained Variance Score Test: 0.313 Bootstrap CV 43, alpha = (3000, 2, 1), R^2 train: 0.651, R^2 test: 0.310 Bootstrap CV 43, alpha = (3000, 2, 2), R^2 train: 0.517, R^2 test: 0.367 Bootstrap CV 43, alpha = (3000, 2, 5), R^2 train: 0.411, R^2 test: 0.347 Bootstrap CV 43, alpha = (3000, 2, 7), R^2 train: 0.374, R^2 test: 0.295 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.816, Explained Variance Score Train: 0.374 AUC Validation: 0.757, Explained Variance Score Validation: 0.295 AUC Test: 0.729, Explained Variance Score Test: 0.256 Bootstrap CV 36, alpha = (3000, 2, 1), R^2 train: 0.494, R^2 test: -0.141 Bootstrap CV 36, alpha = (3000, 2, 2), R^2 train: 0.359, R^2 test: -0.060 Bootstrap CV 36, alpha = (3000, 2, 5), R^2 train: 0.278, R^2 test: 0.015 Bootstrap CV 36, alpha = (3000, 2, 7), R^2 train: 0.259, R^2 test: 0.039 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.833, Explained Variance Score Train: 0.259 AUC Validation: 0.516, Explained Variance Score Validation: 0.061 AUC Test: 0.732, Explained Variance Score Test: 0.187 Bootstrap CV 34, alpha = (3000, 2, 1), R^2 train: 0.557, R^2 test: -0.049 Bootstrap CV 34, alpha = (3000, 2, 2), R^2 train: 0.469, R^2 test: 0.026 Bootstrap CV 34, alpha = (3000, 2, 5), R^2 train: 0.375, R^2 test: 0.057 Bootstrap CV 34, alpha = (3000, 2, 7), R^2 train: 0.341, R^2 test: 0.090 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.821, Explained Variance Score Train: 0.341 AUC Validation: 0.774, Explained Variance Score Validation: 0.090 AUC Test: 0.771, Explained Variance Score Test: 0.239 Bootstrap CV 38, alpha = (3000, 2, 1), R^2 train: 0.679, R^2 test: -0.116 Bootstrap CV 38, alpha = (3000, 2, 2), R^2 train: 0.470, R^2 test: -0.021 Bootstrap CV 38, alpha = (3000, 2, 5), R^2 train: 0.344, R^2 test: 0.093 Bootstrap CV 38, alpha = (3000, 2, 7), R^2 train: 0.317, R^2 test: 0.083 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.805, Explained Variance Score Train: 0.344 AUC Validation: 0.672, Explained Variance Score Validation: 0.094 AUC Test: 0.750, Explained Variance Score Test: 0.270 Bootstrap CV 32, alpha = (3000, 2, 1), R^2 train: 0.711, R^2 test: 0.095 Bootstrap CV 32, alpha = (3000, 2, 2), R^2 train: 0.490, R^2 test: 0.099 Bootstrap CV 32, alpha = (3000, 2, 5), R^2 train: 0.320, R^2 test: 0.108 Bootstrap CV 32, alpha = (3000, 2, 7), R^2 train: 0.285, R^2 test: 0.138 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.772, Explained Variance Score Train: 0.285 AUC Validation: 0.715, Explained Variance Score Validation: 0.162 AUC Test: 0.736, Explained Variance Score Test: 0.157 Bootstrap CV 44, alpha = (3000, 2, 1), R^2 train: 0.630, R^2 test: -0.017 Bootstrap CV 44, alpha = (3000, 2, 2), R^2 train: 0.420, R^2 test: -0.080 Bootstrap CV 44, alpha = (3000, 2, 5), R^2 train: 0.334, R^2 test: 0.022 Bootstrap CV 44, alpha = (3000, 2, 7), R^2 train: 0.312, R^2 test: 0.033 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.808, Explained Variance Score Train: 0.312 AUC Validation: 0.724, Explained Variance Score Validation: 0.047 AUC Test: 0.798, Explained Variance Score Test: 0.307 Bootstrap CV 40, alpha = (3000, 2, 1), R^2 train: 0.625, R^2 test: 0.042 Bootstrap CV 40, alpha = (3000, 2, 2), R^2 train: 0.514, R^2 test: 0.071 Bootstrap CV 40, alpha = (3000, 2, 5), R^2 train: 0.414, R^2 test: 0.107 Bootstrap CV 40, alpha = (3000, 2, 7), R^2 train: 0.371, R^2 test: 0.156 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.819, Explained Variance Score Train: 0.371 AUC Validation: 0.732, Explained Variance Score Validation: 0.163 AUC Test: 0.760, Explained Variance Score Test: 0.273 Running batch 4 of 7 with 16 nodes Bootstrap CV 56, alpha = (3000, 2, 1), R^2 train: 0.668, R^2 test: 0.227 Bootstrap CV 56, alpha = (3000, 2, 2), R^2 train: 0.552, R^2 test: 0.290 Bootstrap CV 56, alpha = (3000, 2, 5), R^2 train: 0.447, R^2 test: 0.261 Bootstrap CV 56, alpha = (3000, 2, 7), R^2 train: 0.421, R^2 test: 0.241 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.806, Explained Variance Score Train: 0.421 AUC Validation: 0.714, Explained Variance Score Validation: 0.242 AUC Test: 0.760, Explained Variance Score Test: 0.296 Bootstrap CV 58, alpha = (3000, 2, 1), R^2 train: 0.688, R^2 test: 0.247 Bootstrap CV 58, alpha = (3000, 2, 2), R^2 train: 0.548, R^2 test: 0.331 Bootstrap CV 58, alpha = (3000, 2, 5), R^2 train: 0.397, R^2 test: 0.342 Bootstrap CV 58, alpha = (3000, 2, 7), R^2 train: 0.365, R^2 test: 0.329 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.831, Explained Variance Score Train: 0.365 AUC Validation: 0.810, Explained Variance Score Validation: 0.364 AUC Test: 0.741, Explained Variance Score Test: 0.274 Bootstrap CV 52, alpha = (3000, 2, 1), R^2 train: 0.586, R^2 test: 0.066 Bootstrap CV 52, alpha = (3000, 2, 2), R^2 train: 0.442, R^2 test: 0.167 Bootstrap CV 52, alpha = (3000, 2, 5), R^2 train: 0.333, R^2 test: 0.222 Bootstrap CV 52, alpha = (3000, 2, 7), R^2 train: 0.308, R^2 test: 0.226 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.825, Explained Variance Score Train: 0.308 AUC Validation: 0.773, Explained Variance Score Validation: 0.238 AUC Test: 0.714, Explained Variance Score Test: 0.144 Bootstrap CV 53, alpha = (3000, 2, 1), R^2 train: 0.699, R^2 test: 0.011 Bootstrap CV 53, alpha = (3000, 2, 2), R^2 train: 0.513, R^2 test: 0.181 Bootstrap CV 53, alpha = (3000, 2, 5), R^2 train: 0.324, R^2 test: 0.334 Bootstrap CV 53, alpha = (3000, 2, 7), R^2 train: 0.296, R^2 test: 0.348 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.835, Explained Variance Score Train: 0.296 AUC Validation: 0.765, Explained Variance Score Validation: 0.348 AUC Test: 0.757, Explained Variance Score Test: 0.262 Bootstrap CV 60, alpha = (3000, 2, 1), R^2 train: 0.567, R^2 test: 0.143 Bootstrap CV 60, alpha = (3000, 2, 2), R^2 train: 0.359, R^2 test: 0.113 Bootstrap CV 60, alpha = (3000, 2, 5), R^2 train: 0.255, R^2 test: 0.168 Bootstrap CV 60, alpha = (3000, 2, 7), R^2 train: 0.218, R^2 test: 0.195 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.772, Explained Variance Score Train: 0.218 AUC Validation: 0.782, Explained Variance Score Validation: 0.207 AUC Test: 0.752, Explained Variance Score Test: 0.286 Bootstrap CV 48, alpha = (3000, 2, 1), R^2 train: 0.602, R^2 test: 0.052 Bootstrap CV 48, alpha = (3000, 2, 2), R^2 train: 0.453, R^2 test: 0.108 Bootstrap CV 48, alpha = (3000, 2, 5), R^2 train: 0.314, R^2 test: 0.130 Bootstrap CV 48, alpha = (3000, 2, 7), R^2 train: 0.278, R^2 test: 0.180 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.746, Explained Variance Score Train: 0.278 AUC Validation: 0.767, Explained Variance Score Validation: 0.192 AUC Test: 0.768, Explained Variance Score Test: 0.276 Bootstrap CV 63, alpha = (3000, 2, 1), R^2 train: 0.621, R^2 test: 0.203 Bootstrap CV 63, alpha = (3000, 2, 2), R^2 train: 0.469, R^2 test: 0.221 Bootstrap CV 63, alpha = (3000, 2, 5), R^2 train: 0.341, R^2 test: 0.243 Bootstrap CV 63, alpha = (3000, 2, 7), R^2 train: 0.322, R^2 test: 0.242 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.796, Explained Variance Score Train: 0.322 AUC Validation: 0.854, Explained Variance Score Validation: 0.245 AUC Test: 0.760, Explained Variance Score Test: 0.271 Bootstrap CV 61, alpha = (3000, 2, 1), R^2 train: 0.544, R^2 test: -0.052 Bootstrap CV 61, alpha = (3000, 2, 2), R^2 train: 0.393, R^2 test: 0.075 Bootstrap CV 61, alpha = (3000, 2, 5), R^2 train: 0.235, R^2 test: 0.110 Bootstrap CV 61, alpha = (3000, 2, 7), R^2 train: 0.195, R^2 test: 0.092 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.742, Explained Variance Score Train: 0.195 AUC Validation: 0.750, Explained Variance Score Validation: 0.092 AUC Test: 0.762, Explained Variance Score Test: 0.223 Bootstrap CV 49, alpha = (3000, 2, 1), R^2 train: 0.712, R^2 test: 0.068 Bootstrap CV 49, alpha = (3000, 2, 2), R^2 train: 0.556, R^2 test: 0.206 Bootstrap CV 49, alpha = (3000, 2, 5), R^2 train: 0.309, R^2 test: 0.293 Bootstrap CV 49, alpha = (3000, 2, 7), R^2 train: 0.273, R^2 test: 0.283 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.767, Explained Variance Score Train: 0.273 AUC Validation: 0.726, Explained Variance Score Validation: 0.283 AUC Test: 0.750, Explained Variance Score Test: 0.264 Bootstrap CV 51, alpha = (3000, 2, 1), R^2 train: 0.643, R^2 test: 0.250 Bootstrap CV 51, alpha = (3000, 2, 2), R^2 train: 0.458, R^2 test: 0.280 Bootstrap CV 51, alpha = (3000, 2, 5), R^2 train: 0.305, R^2 test: 0.331 Bootstrap CV 51, alpha = (3000, 2, 7), R^2 train: 0.274, R^2 test: 0.333 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.758, Explained Variance Score Train: 0.274 AUC Validation: 0.908, Explained Variance Score Validation: 0.345 AUC Test: 0.764, Explained Variance Score Test: 0.233 Bootstrap CV 55, alpha = (3000, 2, 1), R^2 train: 0.623, R^2 test: -0.067 Bootstrap CV 55, alpha = (3000, 2, 2), R^2 train: 0.478, R^2 test: 0.016 Bootstrap CV 55, alpha = (3000, 2, 5), R^2 train: 0.345, R^2 test: 0.127 Bootstrap CV 55, alpha = (3000, 2, 7), R^2 train: 0.319, R^2 test: 0.141 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.819, Explained Variance Score Train: 0.319 AUC Validation: 0.750, Explained Variance Score Validation: 0.173 AUC Test: 0.760, Explained Variance Score Test: 0.263 Bootstrap CV 50, alpha = (3000, 2, 1), R^2 train: 0.691, R^2 test: -0.441 Bootstrap CV 50, alpha = (3000, 2, 2), R^2 train: 0.585, R^2 test: -0.232 Bootstrap CV 50, alpha = (3000, 2, 5), R^2 train: 0.457, R^2 test: -0.032 Bootstrap CV 50, alpha = (3000, 2, 7), R^2 train: 0.429, R^2 test: 0.015 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.865, Explained Variance Score Train: 0.429 AUC Validation: 0.708, Explained Variance Score Validation: 0.062 AUC Test: 0.756, Explained Variance Score Test: 0.289 Bootstrap CV 57, alpha = (3000, 2, 1), R^2 train: 0.762, R^2 test: -0.066 Bootstrap CV 57, alpha = (3000, 2, 2), R^2 train: 0.587, R^2 test: 0.058 Bootstrap CV 57, alpha = (3000, 2, 5), R^2 train: 0.451, R^2 test: 0.098 Bootstrap CV 57, alpha = (3000, 2, 7), R^2 train: 0.386, R^2 test: 0.159 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.822, Explained Variance Score Train: 0.386 AUC Validation: 0.651, Explained Variance Score Validation: 0.165 AUC Test: 0.769, Explained Variance Score Test: 0.288 Bootstrap CV 59, alpha = (3000, 2, 1), R^2 train: 0.617, R^2 test: 0.072 Bootstrap CV 59, alpha = (3000, 2, 2), R^2 train: 0.481, R^2 test: 0.112 Bootstrap CV 59, alpha = (3000, 2, 5), R^2 train: 0.362, R^2 test: 0.155 Bootstrap CV 59, alpha = (3000, 2, 7), R^2 train: 0.336, R^2 test: 0.168 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.787, Explained Variance Score Train: 0.336 AUC Validation: 0.761, Explained Variance Score Validation: 0.168 AUC Test: 0.741, Explained Variance Score Test: 0.290 Bootstrap CV 54, alpha = (3000, 2, 1), R^2 train: 0.736, R^2 test: 0.221 Bootstrap CV 54, alpha = (3000, 2, 2), R^2 train: 0.506, R^2 test: 0.221 Bootstrap CV 54, alpha = (3000, 2, 5), R^2 train: 0.367, R^2 test: 0.274 Bootstrap CV 54, alpha = (3000, 2, 7), R^2 train: 0.338, R^2 test: 0.278 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.873, Explained Variance Score Train: 0.338 AUC Validation: 0.781, Explained Variance Score Validation: 0.278 AUC Test: 0.747, Explained Variance Score Test: 0.278 Bootstrap CV 62, alpha = (3000, 2, 1), R^2 train: 0.609, R^2 test: 0.124 Bootstrap CV 62, alpha = (3000, 2, 2), R^2 train: 0.381, R^2 test: 0.168 Bootstrap CV 62, alpha = (3000, 2, 5), R^2 train: 0.270, R^2 test: 0.151 Bootstrap CV 62, alpha = (3000, 2, 7), R^2 train: 0.238, R^2 test: 0.153 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.775, Explained Variance Score Train: 0.238 AUC Validation: 0.726, Explained Variance Score Validation: 0.164 AUC Test: 0.775, Explained Variance Score Test: 0.287 Running batch 5 of 7 with 16 nodes Bootstrap CV 68, alpha = (3000, 2, 1), R^2 train: 0.675, R^2 test: 0.010 Bootstrap CV 68, alpha = (3000, 2, 2), R^2 train: 0.540, R^2 test: 0.110 Bootstrap CV 68, alpha = (3000, 2, 5), R^2 train: 0.419, R^2 test: 0.232 Bootstrap CV 68, alpha = (3000, 2, 7), R^2 train: 0.393, R^2 test: 0.244 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.825, Explained Variance Score Train: 0.393 AUC Validation: 0.760, Explained Variance Score Validation: 0.246 AUC Test: 0.754, Explained Variance Score Test: 0.283 Bootstrap CV 71, alpha = (3000, 2, 1), R^2 train: 0.714, R^2 test: 0.116 Bootstrap CV 71, alpha = (3000, 2, 2), R^2 train: 0.605, R^2 test: 0.117 Bootstrap CV 71, alpha = (3000, 2, 5), R^2 train: 0.501, R^2 test: 0.049 Bootstrap CV 71, alpha = (3000, 2, 7), R^2 train: 0.434, R^2 test: 0.060 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.839, Explained Variance Score Train: 0.434 AUC Validation: 0.757, Explained Variance Score Validation: 0.064 AUC Test: 0.758, Explained Variance Score Test: 0.225 Bootstrap CV 65, alpha = (3000, 2, 1), R^2 train: 0.615, R^2 test: -0.623 Bootstrap CV 65, alpha = (3000, 2, 2), R^2 train: 0.447, R^2 test: -0.324 Bootstrap CV 65, alpha = (3000, 2, 5), R^2 train: 0.293, R^2 test: -0.044 Bootstrap CV 65, alpha = (3000, 2, 7), R^2 train: 0.261, R^2 test: -0.005 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.802, Explained Variance Score Train: 0.261 AUC Validation: 0.513, Explained Variance Score Validation: -0.005 AUC Test: 0.777, Explained Variance Score Test: 0.271 Bootstrap CV 67, alpha = (3000, 2, 1), R^2 train: 0.712, R^2 test: -0.262 Bootstrap CV 67, alpha = (3000, 2, 2), R^2 train: 0.578, R^2 test: -0.082 Bootstrap CV 67, alpha = (3000, 2, 5), R^2 train: 0.425, R^2 test: 0.004 Bootstrap CV 67, alpha = (3000, 2, 7), R^2 train: 0.395, R^2 test: 0.000 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.820, Explained Variance Score Train: 0.425 AUC Validation: 0.690, Explained Variance Score Validation: 0.009 AUC Test: 0.729, Explained Variance Score Test: 0.216 Bootstrap CV 72, alpha = (3000, 2, 1), R^2 train: 0.680, R^2 test: 0.375 Bootstrap CV 72, alpha = (3000, 2, 2), R^2 train: 0.529, R^2 test: 0.404 Bootstrap CV 72, alpha = (3000, 2, 5), R^2 train: 0.440, R^2 test: 0.417 Bootstrap CV 72, alpha = (3000, 2, 7), R^2 train: 0.394, R^2 test: 0.419 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.823, Explained Variance Score Train: 0.440 AUC Validation: 0.802, Explained Variance Score Validation: 0.419 AUC Test: 0.744, Explained Variance Score Test: 0.277 Bootstrap CV 74, alpha = (3000, 2, 1), R^2 train: 0.722, R^2 test: -0.107 Bootstrap CV 74, alpha = (3000, 2, 2), R^2 train: 0.542, R^2 test: -0.017 Bootstrap CV 74, alpha = (3000, 2, 5), R^2 train: 0.388, R^2 test: 0.075 Bootstrap CV 74, alpha = (3000, 2, 7), R^2 train: 0.344, R^2 test: 0.138 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.814, Explained Variance Score Train: 0.344 AUC Validation: 0.697, Explained Variance Score Validation: 0.139 AUC Test: 0.778, Explained Variance Score Test: 0.277 Bootstrap CV 76, alpha = (3000, 2, 1), R^2 train: 0.679, R^2 test: -0.089 Bootstrap CV 76, alpha = (3000, 2, 2), R^2 train: 0.573, R^2 test: -0.090 Bootstrap CV 76, alpha = (3000, 2, 5), R^2 train: 0.454, R^2 test: -0.055 Bootstrap CV 76, alpha = (3000, 2, 7), R^2 train: 0.403, R^2 test: -0.008 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.844, Explained Variance Score Train: 0.403 AUC Validation: 0.695, Explained Variance Score Validation: -0.007 AUC Test: 0.765, Explained Variance Score Test: 0.284 Bootstrap CV 77, alpha = (3000, 2, 1), R^2 train: 0.633, R^2 test: 0.059 Bootstrap CV 77, alpha = (3000, 2, 2), R^2 train: 0.428, R^2 test: 0.146 Bootstrap CV 77, alpha = (3000, 2, 5), R^2 train: 0.277, R^2 test: 0.191 Bootstrap CV 77, alpha = (3000, 2, 7), R^2 train: 0.240, R^2 test: 0.191 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.709, Explained Variance Score Train: 0.240 AUC Validation: 0.724, Explained Variance Score Validation: 0.197 AUC Test: 0.749, Explained Variance Score Test: 0.222 Bootstrap CV 70, alpha = (3000, 2, 1), R^2 train: 0.648, R^2 test: 0.001 Bootstrap CV 70, alpha = (3000, 2, 2), R^2 train: 0.476, R^2 test: 0.132 Bootstrap CV 70, alpha = (3000, 2, 5), R^2 train: 0.328, R^2 test: 0.274 Bootstrap CV 70, alpha = (3000, 2, 7), R^2 train: 0.298, R^2 test: 0.276 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.832, Explained Variance Score Train: 0.298 AUC Validation: 0.719, Explained Variance Score Validation: 0.277 AUC Test: 0.773, Explained Variance Score Test: 0.238 Bootstrap CV 73, alpha = (3000, 2, 1), R^2 train: 0.561, R^2 test: 0.232 Bootstrap CV 73, alpha = (3000, 2, 2), R^2 train: 0.414, R^2 test: 0.245 Bootstrap CV 73, alpha = (3000, 2, 5), R^2 train: 0.284, R^2 test: 0.245 Bootstrap CV 73, alpha = (3000, 2, 7), R^2 train: 0.255, R^2 test: 0.227 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.896, Explained Variance Score Train: 0.414 AUC Validation: 0.794, Explained Variance Score Validation: 0.258 AUC Test: 0.732, Explained Variance Score Test: 0.208 Bootstrap CV 75, alpha = (3000, 2, 1), R^2 train: 0.648, R^2 test: -0.066 Bootstrap CV 75, alpha = (3000, 2, 2), R^2 train: 0.511, R^2 test: 0.060 Bootstrap CV 75, alpha = (3000, 2, 5), R^2 train: 0.387, R^2 test: 0.155 Bootstrap CV 75, alpha = (3000, 2, 7), R^2 train: 0.357, R^2 test: 0.179 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.844, Explained Variance Score Train: 0.357 AUC Validation: 0.681, Explained Variance Score Validation: 0.212 AUC Test: 0.763, Explained Variance Score Test: 0.257 Bootstrap CV 66, alpha = (3000, 2, 1), R^2 train: 0.790, R^2 test: -0.098 Bootstrap CV 66, alpha = (3000, 2, 2), R^2 train: 0.577, R^2 test: 0.120 Bootstrap CV 66, alpha = (3000, 2, 5), R^2 train: 0.435, R^2 test: 0.229 Bootstrap CV 66, alpha = (3000, 2, 7), R^2 train: 0.396, R^2 test: 0.242 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.822, Explained Variance Score Train: 0.396 AUC Validation: 0.739, Explained Variance Score Validation: 0.243 AUC Test: 0.757, Explained Variance Score Test: 0.265 Bootstrap CV 79, alpha = (3000, 2, 1), R^2 train: 0.676, R^2 test: -0.022 Bootstrap CV 79, alpha = (3000, 2, 2), R^2 train: 0.537, R^2 test: 0.038 Bootstrap CV 79, alpha = (3000, 2, 5), R^2 train: 0.396, R^2 test: 0.055 Bootstrap CV 79, alpha = (3000, 2, 7), R^2 train: 0.369, R^2 test: 0.055 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.762, Explained Variance Score Train: 0.369 AUC Validation: 0.701, Explained Variance Score Validation: 0.070 AUC Test: 0.758, Explained Variance Score Test: 0.263 Bootstrap CV 78, alpha = (3000, 2, 1), R^2 train: 0.514, R^2 test: 0.105 Bootstrap CV 78, alpha = (3000, 2, 2), R^2 train: 0.408, R^2 test: 0.155 Bootstrap CV 78, alpha = (3000, 2, 5), R^2 train: 0.316, R^2 test: 0.233 Bootstrap CV 78, alpha = (3000, 2, 7), R^2 train: 0.296, R^2 test: 0.243 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.827, Explained Variance Score Train: 0.296 AUC Validation: 0.794, Explained Variance Score Validation: 0.249 AUC Test: 0.773, Explained Variance Score Test: 0.236 Bootstrap CV 64, alpha = (3000, 2, 1), R^2 train: 0.589, R^2 test: 0.038 Bootstrap CV 64, alpha = (3000, 2, 2), R^2 train: 0.438, R^2 test: 0.114 Bootstrap CV 64, alpha = (3000, 2, 5), R^2 train: 0.308, R^2 test: 0.162 Bootstrap CV 64, alpha = (3000, 2, 7), R^2 train: 0.271, R^2 test: 0.193 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.751, Explained Variance Score Train: 0.271 AUC Validation: 0.704, Explained Variance Score Validation: 0.195 AUC Test: 0.736, Explained Variance Score Test: 0.220 Bootstrap CV 69, alpha = (3000, 2, 1), R^2 train: 0.653, R^2 test: 0.257 Bootstrap CV 69, alpha = (3000, 2, 2), R^2 train: 0.476, R^2 test: 0.282 Bootstrap CV 69, alpha = (3000, 2, 5), R^2 train: 0.332, R^2 test: 0.265 Bootstrap CV 69, alpha = (3000, 2, 7), R^2 train: 0.299, R^2 test: 0.261 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.768, Explained Variance Score Train: 0.332 AUC Validation: 0.787, Explained Variance Score Validation: 0.266 AUC Test: 0.732, Explained Variance Score Test: 0.238 Running batch 6 of 7 with 16 nodes Bootstrap CV 90, alpha = (3000, 2, 1), R^2 train: 0.652, R^2 test: 0.113 Bootstrap CV 90, alpha = (3000, 2, 2), R^2 train: 0.499, R^2 test: 0.167 Bootstrap CV 90, alpha = (3000, 2, 5), R^2 train: 0.347, R^2 test: 0.199 Bootstrap CV 90, alpha = (3000, 2, 7), R^2 train: 0.310, R^2 test: 0.200 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.723, Explained Variance Score Train: 0.310 AUC Validation: 0.782, Explained Variance Score Validation: 0.253 AUC Test: 0.760, Explained Variance Score Test: 0.269 Bootstrap CV 93, alpha = (3000, 2, 1), R^2 train: 0.688, R^2 test: -0.149 Bootstrap CV 93, alpha = (3000, 2, 2), R^2 train: 0.517, R^2 test: 0.195 Bootstrap CV 93, alpha = (3000, 2, 5), R^2 train: 0.344, R^2 test: 0.235 Bootstrap CV 93, alpha = (3000, 2, 7), R^2 train: 0.317, R^2 test: 0.238 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.852, Explained Variance Score Train: 0.317 AUC Validation: 0.840, Explained Variance Score Validation: 0.247 AUC Test: 0.789, Explained Variance Score Test: 0.263 Bootstrap CV 86, alpha = (3000, 2, 1), R^2 train: 0.703, R^2 test: 0.080 Bootstrap CV 86, alpha = (3000, 2, 2), R^2 train: 0.559, R^2 test: 0.176 Bootstrap CV 86, alpha = (3000, 2, 5), R^2 train: 0.422, R^2 test: 0.240 Bootstrap CV 86, alpha = (3000, 2, 7), R^2 train: 0.387, R^2 test: 0.230 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.802, Explained Variance Score Train: 0.387 AUC Validation: 0.709, Explained Variance Score Validation: 0.232 AUC Test: 0.776, Explained Variance Score Test: 0.296 Bootstrap CV 94, alpha = (3000, 2, 1), R^2 train: 0.602, R^2 test: -0.199 Bootstrap CV 94, alpha = (3000, 2, 2), R^2 train: 0.444, R^2 test: -0.008 Bootstrap CV 94, alpha = (3000, 2, 5), R^2 train: 0.324, R^2 test: 0.089 Bootstrap CV 94, alpha = (3000, 2, 7), R^2 train: 0.301, R^2 test: 0.131 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.793, Explained Variance Score Train: 0.301 AUC Validation: 0.660, Explained Variance Score Validation: 0.138 AUC Test: 0.773, Explained Variance Score Test: 0.287 Bootstrap CV 83, alpha = (3000, 2, 1), R^2 train: 0.749, R^2 test: 0.231 Bootstrap CV 83, alpha = (3000, 2, 2), R^2 train: 0.612, R^2 test: 0.239 Bootstrap CV 83, alpha = (3000, 2, 5), R^2 train: 0.457, R^2 test: 0.224 Bootstrap CV 83, alpha = (3000, 2, 7), R^2 train: 0.424, R^2 test: 0.219 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.826, Explained Variance Score Train: 0.457 AUC Validation: 0.699, Explained Variance Score Validation: 0.226 AUC Test: 0.775, Explained Variance Score Test: 0.289 Bootstrap CV 87, alpha = (3000, 2, 1), R^2 train: 0.562, R^2 test: 0.113 Bootstrap CV 87, alpha = (3000, 2, 2), R^2 train: 0.443, R^2 test: 0.106 Bootstrap CV 87, alpha = (3000, 2, 5), R^2 train: 0.334, R^2 test: 0.142 Bootstrap CV 87, alpha = (3000, 2, 7), R^2 train: 0.302, R^2 test: 0.159 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.795, Explained Variance Score Train: 0.302 AUC Validation: 0.739, Explained Variance Score Validation: 0.165 AUC Test: 0.764, Explained Variance Score Test: 0.240 Bootstrap CV 92, alpha = (3000, 2, 1), R^2 train: 0.535, R^2 test: -0.331 Bootstrap CV 92, alpha = (3000, 2, 2), R^2 train: 0.414, R^2 test: -0.287 Bootstrap CV 92, alpha = (3000, 2, 5), R^2 train: 0.321, R^2 test: -0.121 Bootstrap CV 92, alpha = (3000, 2, 7), R^2 train: 0.303, R^2 test: -0.086 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.844, Explained Variance Score Train: 0.321 AUC Validation: 0.601, Explained Variance Score Validation: -0.118 AUC Test: 0.734, Explained Variance Score Test: 0.263 Bootstrap CV 81, alpha = (3000, 2, 1), R^2 train: 0.717, R^2 test: 0.099 Bootstrap CV 81, alpha = (3000, 2, 2), R^2 train: 0.628, R^2 test: 0.173 Bootstrap CV 81, alpha = (3000, 2, 5), R^2 train: 0.481, R^2 test: 0.300 Bootstrap CV 81, alpha = (3000, 2, 7), R^2 train: 0.426, R^2 test: 0.308 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.869, Explained Variance Score Train: 0.426 AUC Validation: 0.750, Explained Variance Score Validation: 0.322 AUC Test: 0.756, Explained Variance Score Test: 0.276 Bootstrap CV 89, alpha = (3000, 2, 1), R^2 train: 0.657, R^2 test: -0.240 Bootstrap CV 89, alpha = (3000, 2, 2), R^2 train: 0.511, R^2 test: -0.093 Bootstrap CV 89, alpha = (3000, 2, 5), R^2 train: 0.381, R^2 test: 0.067 Bootstrap CV 89, alpha = (3000, 2, 7), R^2 train: 0.344, R^2 test: 0.093 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.813, Explained Variance Score Train: 0.344 AUC Validation: 0.571, Explained Variance Score Validation: 0.111 AUC Test: 0.751, Explained Variance Score Test: 0.243 Bootstrap CV 85, alpha = (3000, 2, 1), R^2 train: 0.583, R^2 test: 0.143 Bootstrap CV 85, alpha = (3000, 2, 2), R^2 train: 0.394, R^2 test: 0.188 Bootstrap CV 85, alpha = (3000, 2, 5), R^2 train: 0.288, R^2 test: 0.208 Bootstrap CV 85, alpha = (3000, 2, 7), R^2 train: 0.262, R^2 test: 0.193 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.820, Explained Variance Score Train: 0.288 AUC Validation: 0.745, Explained Variance Score Validation: 0.258 AUC Test: 0.796, Explained Variance Score Test: 0.285 Bootstrap CV 88, alpha = (3000, 2, 1), R^2 train: 0.659, R^2 test: 0.208 Bootstrap CV 88, alpha = (3000, 2, 2), R^2 train: 0.452, R^2 test: 0.258 Bootstrap CV 88, alpha = (3000, 2, 5), R^2 train: 0.333, R^2 test: 0.289 Bootstrap CV 88, alpha = (3000, 2, 7), R^2 train: 0.313, R^2 test: 0.293 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.812, Explained Variance Score Train: 0.313 AUC Validation: 0.755, Explained Variance Score Validation: 0.298 AUC Test: 0.762, Explained Variance Score Test: 0.282 Bootstrap CV 82, alpha = (3000, 2, 1), R^2 train: 0.621, R^2 test: 0.154 Bootstrap CV 82, alpha = (3000, 2, 2), R^2 train: 0.482, R^2 test: 0.151 Bootstrap CV 82, alpha = (3000, 2, 5), R^2 train: 0.365, R^2 test: 0.180 Bootstrap CV 82, alpha = (3000, 2, 7), R^2 train: 0.336, R^2 test: 0.178 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.778, Explained Variance Score Train: 0.336 AUC Validation: 0.656, Explained Variance Score Validation: 0.185 AUC Test: 0.760, Explained Variance Score Test: 0.243 Bootstrap CV 80, alpha = (3000, 2, 1), R^2 train: 0.644, R^2 test: 0.080 Bootstrap CV 80, alpha = (3000, 2, 2), R^2 train: 0.513, R^2 test: 0.121 Bootstrap CV 80, alpha = (3000, 2, 5), R^2 train: 0.390, R^2 test: 0.131 Bootstrap CV 80, alpha = (3000, 2, 7), R^2 train: 0.367, R^2 test: 0.155 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.815, Explained Variance Score Train: 0.367 AUC Validation: 0.666, Explained Variance Score Validation: 0.162 AUC Test: 0.753, Explained Variance Score Test: 0.233 Bootstrap CV 95, alpha = (3000, 2, 1), R^2 train: 0.703, R^2 test: 0.253 Bootstrap CV 95, alpha = (3000, 2, 2), R^2 train: 0.583, R^2 test: 0.278 Bootstrap CV 95, alpha = (3000, 2, 5), R^2 train: 0.470, R^2 test: 0.303 Bootstrap CV 95, alpha = (3000, 2, 7), R^2 train: 0.444, R^2 test: 0.298 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.848, Explained Variance Score Train: 0.444 AUC Validation: 0.766, Explained Variance Score Validation: 0.299 AUC Test: 0.769, Explained Variance Score Test: 0.278 Bootstrap CV 91, alpha = (3000, 2, 1), R^2 train: 0.661, R^2 test: 0.111 Bootstrap CV 91, alpha = (3000, 2, 2), R^2 train: 0.560, R^2 test: 0.160 Bootstrap CV 91, alpha = (3000, 2, 5), R^2 train: 0.441, R^2 test: 0.241 Bootstrap CV 91, alpha = (3000, 2, 7), R^2 train: 0.418, R^2 test: 0.263 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.869, Explained Variance Score Train: 0.418 AUC Validation: 0.808, Explained Variance Score Validation: 0.267 AUC Test: 0.764, Explained Variance Score Test: 0.282 Bootstrap CV 84, alpha = (3000, 2, 1), R^2 train: 0.599, R^2 test: 0.032 Bootstrap CV 84, alpha = (3000, 2, 2), R^2 train: 0.451, R^2 test: 0.110 Bootstrap CV 84, alpha = (3000, 2, 5), R^2 train: 0.311, R^2 test: 0.174 Bootstrap CV 84, alpha = (3000, 2, 7), R^2 train: 0.279, R^2 test: 0.185 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.763, Explained Variance Score Train: 0.279 AUC Validation: 0.781, Explained Variance Score Validation: 0.188 AUC Test: 0.714, Explained Variance Score Test: 0.151 Running batch 7 of 7 with 4 nodes Bootstrap CV 98, alpha = (3000, 2, 1), R^2 train: 0.650, R^2 test: -0.043 Bootstrap CV 98, alpha = (3000, 2, 2), R^2 train: 0.495, R^2 test: 0.093 Bootstrap CV 98, alpha = (3000, 2, 5), R^2 train: 0.363, R^2 test: 0.171 Bootstrap CV 98, alpha = (3000, 2, 7), R^2 train: 0.330, R^2 test: 0.166 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.806, Explained Variance Score Train: 0.330 AUC Validation: 0.741, Explained Variance Score Validation: 0.184 AUC Test: 0.749, Explained Variance Score Test: 0.233 Bootstrap CV 99, alpha = (3000, 2, 1), R^2 train: 0.787, R^2 test: 0.122 Bootstrap CV 99, alpha = (3000, 2, 2), R^2 train: 0.572, R^2 test: 0.089 Bootstrap CV 99, alpha = (3000, 2, 5), R^2 train: 0.423, R^2 test: 0.205 Bootstrap CV 99, alpha = (3000, 2, 7), R^2 train: 0.386, R^2 test: 0.224 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.788, Explained Variance Score Train: 0.386 AUC Validation: 0.823, Explained Variance Score Validation: 0.226 AUC Test: 0.773, Explained Variance Score Test: 0.287 Bootstrap CV 97, alpha = (3000, 2, 1), R^2 train: 0.789, R^2 test: 0.195 Bootstrap CV 97, alpha = (3000, 2, 2), R^2 train: 0.603, R^2 test: 0.278 Bootstrap CV 97, alpha = (3000, 2, 5), R^2 train: 0.432, R^2 test: 0.311 Bootstrap CV 97, alpha = (3000, 2, 7), R^2 train: 0.387, R^2 test: 0.308 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.860, Explained Variance Score Train: 0.387 AUC Validation: 0.656, Explained Variance Score Validation: 0.321 AUC Test: 0.749, Explained Variance Score Test: 0.266 Bootstrap CV 96, alpha = (3000, 2, 1), R^2 train: 0.662, R^2 test: -0.633 Bootstrap CV 96, alpha = (3000, 2, 2), R^2 train: 0.511, R^2 test: -0.385 Bootstrap CV 96, alpha = (3000, 2, 5), R^2 train: 0.402, R^2 test: -0.169 Bootstrap CV 96, alpha = (3000, 2, 7), R^2 train: 0.354, R^2 test: -0.068 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.778, Explained Variance Score Train: 0.354 AUC Validation: 0.718, Explained Variance Score Validation: -0.018 AUC Test: 0.742, Explained Variance Score Test: 0.265 total Variables 1 and total subjects: 1698 ->AUC validation: 0.733 95% CI: [0.720 , 0.747] ->AUC test: 0.756 95% CI: [0.753 , 0.760] ->R^2 validation: 0.202 95% CI: [0.179 , 0.224] ->R^2 test: 0.264 95% CI: [0.258 , 0.270] ->Explained Variance validation: 0.191 95% CI: [0.168 , 0.214] ->Explained Variance test: 0.261 95% CI: [0.254 , 0.267] Test set metrics: @threshold:0.985, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:0.984, sens:0.018, spec:1.000, ppv:1.000, acc:0.841, f1:0.036, mcc:0.000, total+:1, total-:338 @threshold:0.984, sens:0.018, spec:0.996, ppv:0.500, acc:0.838, f1:0.035, mcc:0.077, total+:2, total-:337 @threshold:0.982, sens:0.036, spec:0.989, ppv:0.400, acc:0.835, f1:0.067, mcc:0.029, total+:5, total-:334 @threshold:0.980, sens:0.036, spec:0.986, ppv:0.333, acc:0.832, f1:0.066, mcc:0.017, total+:6, total-:333 @threshold:0.977, sens:0.036, spec:0.979, ppv:0.250, acc:0.826, f1:0.063, mcc:0.007, total+:8, total-:331 @threshold:0.977, sens:0.055, spec:0.979, ppv:0.333, acc:0.829, f1:0.094, mcc:0.014, total+:9, total-:330 @threshold:0.974, sens:0.073, spec:0.972, ppv:0.333, acc:0.826, f1:0.119, mcc:0.012, total+:12, total-:327 @threshold:0.967, sens:0.091, spec:0.968, ppv:0.357, acc:0.826, f1:0.145, mcc:0.013, total+:14, total-:325 @threshold:0.821, sens:0.091, spec:0.944, ppv:0.238, acc:0.805, f1:0.132, mcc:0.004, total+:21, total-:318 @threshold:0.811, sens:0.091, spec:0.940, ppv:0.227, acc:0.802, f1:0.130, mcc:0.003, total+:22, total-:317 @threshold:0.810, sens:0.109, spec:0.940, ppv:0.261, acc:0.805, f1:0.154, mcc:0.005, total+:23, total-:316 @threshold:0.797, sens:0.145, spec:0.937, ppv:0.308, acc:0.808, f1:0.198, mcc:0.007, total+:26, total-:313 @threshold:0.793, sens:0.164, spec:0.933, ppv:0.321, acc:0.808, f1:0.217, mcc:0.008, total+:28, total-:311 @threshold:0.791, sens:0.164, spec:0.930, ppv:0.310, acc:0.805, f1:0.214, mcc:0.007, total+:29, total-:310 @threshold:0.779, sens:0.164, spec:0.923, ppv:0.290, acc:0.799, f1:0.209, mcc:0.006, total+:31, total-:308 @threshold:0.767, sens:0.455, spec:0.891, ppv:0.446, acc:0.820, f1:0.450, mcc:0.012, total+:56, total-:283 @threshold:0.371, sens:0.473, spec:0.884, ppv:0.441, acc:0.817, f1:0.456, mcc:0.012, total+:59, total-:280 @threshold:0.369, sens:0.473, spec:0.880, ppv:0.433, acc:0.814, f1:0.452, mcc:0.011, total+:60, total-:279 @threshold:0.298, sens:0.673, spec:0.658, ppv:0.276, acc:0.661, f1:0.392, mcc:0.003, total+:134, total-:205 @threshold:0.130, sens:0.691, spec:0.641, ppv:0.271, acc:0.649, f1:0.390, mcc:0.003, total+:140, total-:199 @threshold:0.128, sens:0.691, spec:0.623, ppv:0.262, acc:0.634, f1:0.380, mcc:0.003, total+:145, total-:194 @threshold:0.111, sens:0.691, spec:0.613, ppv:0.257, acc:0.625, f1:0.374, mcc:0.003, total+:148, total-:191 @threshold:0.052, sens:0.691, spec:0.609, ppv:0.255, acc:0.622, f1:0.373, mcc:0.003, total+:149, total-:190 @threshold:0.046, sens:0.709, spec:0.602, ppv:0.257, acc:0.619, f1:0.377, mcc:0.003, total+:152, total-:187 @threshold:0.043, sens:0.709, spec:0.599, ppv:0.255, acc:0.617, f1:0.375, mcc:0.003, total+:153, total-:186 @threshold:0.041, sens:0.727, spec:0.599, ppv:0.260, acc:0.619, f1:0.383, mcc:0.003, total+:154, total-:185 @threshold:0.041, sens:0.727, spec:0.588, ppv:0.255, acc:0.611, f1:0.377, mcc:0.003, total+:157, total-:182 @threshold:0.039, sens:0.745, spec:0.581, ppv:0.256, acc:0.608, f1:0.381, mcc:0.003, total+:160, total-:179 @threshold:0.038, sens:0.745, spec:0.570, ppv:0.252, acc:0.599, f1:0.376, mcc:0.003, total+:163, total-:176 @threshold:0.026, sens:0.764, spec:0.553, ppv:0.249, acc:0.587, f1:0.375, mcc:0.003, total+:169, total-:170 @threshold:0.026, sens:0.764, spec:0.549, ppv:0.247, acc:0.584, f1:0.373, mcc:0.003, total+:170, total-:169 @threshold:0.025, sens:0.800, spec:0.542, ppv:0.253, acc:0.584, f1:0.384, mcc:0.003, total+:174, total-:165 @threshold:0.018, sens:0.800, spec:0.539, ppv:0.251, acc:0.581, f1:0.383, mcc:0.003, total+:175, total-:164 @threshold:0.004, sens:0.818, spec:0.528, ppv:0.251, acc:0.575, f1:0.385, mcc:0.003, total+:179, total-:160 @threshold:0.004, sens:0.818, spec:0.525, ppv:0.250, acc:0.572, f1:0.383, mcc:0.003, total+:180, total-:159 @threshold:-0.005, sens:0.818, spec:0.518, ppv:0.247, acc:0.566, f1:0.380, mcc:0.003, total+:182, total-:157 @threshold:-0.048, sens:0.818, spec:0.504, ppv:0.242, acc:0.555, f1:0.373, mcc:0.002, total+:186, total-:153 @threshold:-0.050, sens:0.818, spec:0.500, ppv:0.241, acc:0.552, f1:0.372, mcc:0.002, total+:187, total-:152 @threshold:-0.051, sens:0.836, spec:0.496, ppv:0.243, acc:0.552, f1:0.377, mcc:0.003, total+:189, total-:150 @threshold:-0.051, sens:0.836, spec:0.489, ppv:0.241, acc:0.546, f1:0.374, mcc:0.002, total+:191, total-:148 @threshold:-0.059, sens:0.836, spec:0.472, ppv:0.235, acc:0.531, f1:0.367, mcc:0.002, total+:196, total-:143 @threshold:-0.083, sens:0.836, spec:0.468, ppv:0.234, acc:0.528, f1:0.365, mcc:0.002, total+:197, total-:142 @threshold:-0.102, sens:0.836, spec:0.461, ppv:0.231, acc:0.522, f1:0.362, mcc:0.002, total+:199, total-:140 @threshold:-0.112, sens:0.855, spec:0.454, ppv:0.233, acc:0.519, f1:0.366, mcc:0.002, total+:202, total-:137 @threshold:-0.113, sens:0.855, spec:0.451, ppv:0.232, acc:0.516, f1:0.364, mcc:0.002, total+:203, total-:136 @threshold:-0.129, sens:0.855, spec:0.433, ppv:0.226, acc:0.501, f1:0.357, mcc:0.002, total+:208, total-:131 @threshold:-0.129, sens:0.855, spec:0.430, ppv:0.225, acc:0.499, f1:0.356, mcc:0.002, total+:209, total-:130 @threshold:-0.132, sens:0.873, spec:0.430, ppv:0.229, acc:0.501, f1:0.362, mcc:0.002, total+:210, total-:129 @threshold:-0.133, sens:0.873, spec:0.426, ppv:0.227, acc:0.499, f1:0.361, mcc:0.002, total+:211, total-:128 @threshold:-0.134, sens:0.891, spec:0.426, ppv:0.231, acc:0.501, f1:0.367, mcc:0.002, total+:212, total-:127 @threshold:-0.143, sens:0.891, spec:0.415, ppv:0.228, acc:0.493, f1:0.363, mcc:0.002, total+:215, total-:124 @threshold:-0.145, sens:0.891, spec:0.408, ppv:0.226, acc:0.487, f1:0.360, mcc:0.002, total+:217, total-:122 @threshold:-0.145, sens:0.891, spec:0.405, ppv:0.225, acc:0.484, f1:0.359, mcc:0.002, total+:218, total-:121 @threshold:-0.178, sens:0.891, spec:0.380, ppv:0.218, acc:0.463, f1:0.350, mcc:0.002, total+:225, total-:114 @threshold:-0.189, sens:0.891, spec:0.377, ppv:0.217, acc:0.460, f1:0.349, mcc:0.002, total+:226, total-:113 @threshold:-0.190, sens:0.909, spec:0.377, ppv:0.220, acc:0.463, f1:0.355, mcc:0.002, total+:227, total-:112 @threshold:-0.203, sens:0.909, spec:0.359, ppv:0.216, acc:0.448, f1:0.348, mcc:0.002, total+:232, total-:107 @threshold:-0.205, sens:0.909, spec:0.356, ppv:0.215, acc:0.445, f1:0.347, mcc:0.002, total+:233, total-:106 @threshold:-0.210, sens:0.909, spec:0.342, ppv:0.211, acc:0.434, f1:0.342, mcc:0.002, total+:237, total-:102 @threshold:-0.211, sens:0.909, spec:0.338, ppv:0.210, acc:0.431, f1:0.341, mcc:0.002, total+:238, total-:101 @threshold:-0.240, sens:0.909, spec:0.289, ppv:0.198, acc:0.389, f1:0.326, mcc:0.002, total+:252, total-:87 @threshold:-0.245, sens:0.909, spec:0.285, ppv:0.198, acc:0.386, f1:0.325, mcc:0.002, total+:253, total-:86 @threshold:-0.246, sens:0.909, spec:0.271, ppv:0.195, acc:0.375, f1:0.321, mcc:0.001, total+:257, total-:82 @threshold:-0.252, sens:0.909, spec:0.268, ppv:0.194, acc:0.372, f1:0.319, mcc:0.001, total+:258, total-:81 @threshold:-0.308, sens:0.909, spec:0.243, ppv:0.189, acc:0.351, f1:0.312, mcc:0.001, total+:265, total-:74 @threshold:-0.310, sens:0.909, spec:0.239, ppv:0.188, acc:0.348, f1:0.312, mcc:0.001, total+:266, total-:73 @threshold:-0.322, sens:0.927, spec:0.236, ppv:0.190, acc:0.348, f1:0.316, mcc:0.001, total+:268, total-:71 @threshold:-0.341, sens:0.927, spec:0.232, ppv:0.190, acc:0.345, f1:0.315, mcc:0.001, total+:269, total-:70 @threshold:-0.349, sens:0.927, spec:0.218, ppv:0.187, acc:0.333, f1:0.311, mcc:0.001, total+:273, total-:66 @threshold:-0.349, sens:0.927, spec:0.215, ppv:0.186, acc:0.330, f1:0.310, mcc:0.001, total+:274, total-:65 @threshold:-0.353, sens:0.945, spec:0.211, ppv:0.188, acc:0.330, f1:0.314, mcc:0.001, total+:276, total-:63 @threshold:-0.353, sens:0.945, spec:0.208, ppv:0.188, acc:0.327, f1:0.313, mcc:0.001, total+:277, total-:62 @threshold:-0.359, sens:0.945, spec:0.197, ppv:0.186, acc:0.319, f1:0.310, mcc:0.001, total+:280, total-:59 @threshold:-0.359, sens:0.945, spec:0.194, ppv:0.185, acc:0.316, f1:0.310, mcc:0.001, total+:281, total-:58 @threshold:-0.361, sens:0.945, spec:0.176, ppv:0.182, acc:0.301, f1:0.305, mcc:0.001, total+:286, total-:53 @threshold:-0.362, sens:0.945, spec:0.169, ppv:0.181, acc:0.295, f1:0.303, mcc:0.001, total+:288, total-:51 @threshold:-0.362, sens:0.945, spec:0.165, ppv:0.180, acc:0.292, f1:0.302, mcc:0.001, total+:289, total-:50 @threshold:-0.366, sens:0.964, spec:0.158, ppv:0.182, acc:0.289, f1:0.305, mcc:0.001, total+:292, total-:47 @threshold:-0.369, sens:0.982, spec:0.158, ppv:0.184, acc:0.292, f1:0.310, mcc:0.002, total+:293, total-:46 @threshold:-0.370, sens:0.982, spec:0.155, ppv:0.184, acc:0.289, f1:0.309, mcc:0.002, total+:294, total-:45 @threshold:-0.574, sens:1.000, spec:0.113, ppv:0.179, acc:0.257, f1:0.304, mcc:0.002, total+:307, total-:32 @threshold:-0.582, sens:1.000, spec:0.109, ppv:0.179, acc:0.254, f1:0.303, mcc:0.002, total+:308, total-:31 @threshold:-0.833, sens:1.000, spec:0.099, ppv:0.177, acc:0.245, f1:0.301, mcc:0.002, total+:311, total-:28 @threshold:-0.909, sens:1.000, spec:0.095, ppv:0.176, acc:0.242, f1:0.300, mcc:0.002, total+:312, total-:27 @threshold:-0.909, sens:1.000, spec:0.088, ppv:0.175, acc:0.236, f1:0.298, mcc:0.002, total+:314, total-:25 @threshold:-0.940, sens:1.000, spec:0.067, ppv:0.172, acc:0.218, f1:0.293, mcc:0.002, total+:320, total-:19 @threshold:-0.940, sens:1.000, spec:0.063, ppv:0.171, acc:0.215, f1:0.293, mcc:0.002, total+:321, total-:18 @threshold:-0.941, sens:1.000, spec:0.049, ppv:0.169, acc:0.204, f1:0.289, mcc:0.002, total+:325, total-:14 @threshold:-0.941, sens:1.000, spec:0.039, ppv:0.168, acc:0.195, f1:0.287, mcc:0.001, total+:328, total-:11 * Vital: BMI-avg19to24 | coef 1.000 95% CI: [1.000 , 1.000] | OR_adj 2.718 [2.718 2.718] | occ: 1354 | OR_unadj: 4.046 [3.062 5.347] | indivs AUC:0.772 Correlated most with: Vital : 1.0 Time to run analysis 0:06:02.546415 Total Time elapsed 14:44:35.931642 ----------------------------------------------------- girls no_min bmi_19_24 gradientboost regression Running batch 1 of 7 with 16 nodes Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.272, R^2 test: 0.220 Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.272, R^2 test: 0.220 Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.272, R^2 test: 0.220 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.816, Explained Variance Score Train: 0.307 AUC Validation: 0.850, Explained Variance Score Validation: 0.279 AUC Test: 0.725, Explained Variance Score Test: 0.140 Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.296, R^2 test: 0.309 Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.296, R^2 test: 0.309 Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.296, R^2 test: 0.309 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.843, Explained Variance Score Train: 0.315 AUC Validation: 0.781, Explained Variance Score Validation: 0.309 AUC Test: 0.684, Explained Variance Score Test: 0.240 Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.279, R^2 test: 0.170 Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.347, R^2 test: 0.144 Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.350, R^2 test: 0.157 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.715, Explained Variance Score Train: 0.311 AUC Validation: 0.786, Explained Variance Score Validation: 0.210 AUC Test: 0.704, Explained Variance Score Test: 0.232 Bootstrap CV 14, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.302, R^2 test: 0.094 Bootstrap CV 14, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.302, R^2 test: 0.094 Bootstrap CV 14, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.302, R^2 test: 0.094 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.768, Explained Variance Score Train: 0.339 AUC Validation: 0.662, Explained Variance Score Validation: 0.121 AUC Test: 0.737, Explained Variance Score Test: 0.175 Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.291, R^2 test: 0.168 Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.291, R^2 test: 0.168 Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.291, R^2 test: 0.168 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.808, Explained Variance Score Train: 0.320 AUC Validation: 0.714, Explained Variance Score Validation: 0.192 AUC Test: 0.705, Explained Variance Score Test: 0.166 Bootstrap CV 15, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.263, R^2 test: 0.012 Bootstrap CV 15, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.263, R^2 test: 0.012 Bootstrap CV 15, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.263, R^2 test: 0.012 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.772, Explained Variance Score Train: 0.301 AUC Validation: 0.549, Explained Variance Score Validation: 0.056 AUC Test: 0.732, Explained Variance Score Test: 0.251 Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.279, R^2 test: -0.017 Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.279, R^2 test: -0.017 Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.279, R^2 test: -0.017 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.752, Explained Variance Score Train: 0.300 AUC Validation: 0.610, Explained Variance Score Validation: 0.056 AUC Test: 0.741, Explained Variance Score Test: 0.164 Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.409, R^2 test: 0.094 Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.409, R^2 test: 0.094 Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.409, R^2 test: 0.094 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.800, Explained Variance Score Train: 0.432 AUC Validation: 0.613, Explained Variance Score Validation: 0.111 AUC Test: 0.690, Explained Variance Score Test: 0.117 Bootstrap CV 13, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.384, R^2 test: 0.252 Bootstrap CV 13, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.384, R^2 test: 0.252 Bootstrap CV 13, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.384, R^2 test: 0.252 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.776, Explained Variance Score Train: 0.395 AUC Validation: 0.693, Explained Variance Score Validation: 0.276 AUC Test: 0.701, Explained Variance Score Test: 0.126 Bootstrap CV 11, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.431, R^2 test: 0.105 Bootstrap CV 11, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.441, R^2 test: 0.109 Bootstrap CV 11, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.441, R^2 test: 0.109 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.848, Explained Variance Score Train: 0.445 AUC Validation: 0.668, Explained Variance Score Validation: 0.158 AUC Test: 0.766, Explained Variance Score Test: 0.277 Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.338, R^2 test: 0.220 Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.338, R^2 test: 0.220 Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.338, R^2 test: 0.220 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.846, Explained Variance Score Train: 0.368 AUC Validation: 0.788, Explained Variance Score Validation: 0.308 AUC Test: 0.730, Explained Variance Score Test: 0.226 Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.531, R^2 test: 0.121 Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.531, R^2 test: 0.121 Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.531, R^2 test: 0.121 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.816, Explained Variance Score Train: 0.555 AUC Validation: 0.685, Explained Variance Score Validation: 0.163 AUC Test: 0.743, Explained Variance Score Test: 0.306 Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.412, R^2 test: 0.022 Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.412, R^2 test: 0.022 Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.412, R^2 test: 0.022 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.833, Explained Variance Score Train: 0.439 AUC Validation: 0.697, Explained Variance Score Validation: 0.106 AUC Test: 0.744, Explained Variance Score Test: 0.231 Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.492, R^2 test: 0.281 Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.492, R^2 test: 0.281 Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.492, R^2 test: 0.281 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.860, Explained Variance Score Train: 0.522 AUC Validation: 0.875, Explained Variance Score Validation: 0.329 AUC Test: 0.760, Explained Variance Score Test: 0.221 Bootstrap CV 10, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.398, R^2 test: 0.072 Bootstrap CV 10, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.398, R^2 test: 0.072 Bootstrap CV 10, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.398, R^2 test: 0.072 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.762, Explained Variance Score Train: 0.432 AUC Validation: 0.634, Explained Variance Score Validation: 0.146 AUC Test: 0.743, Explained Variance Score Test: 0.260 Bootstrap CV 12, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.399, R^2 test: 0.286 Bootstrap CV 12, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.396, R^2 test: 0.286 Bootstrap CV 12, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.397, R^2 test: 0.286 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.751, Explained Variance Score Train: 0.424 AUC Validation: 0.629, Explained Variance Score Validation: 0.294 AUC Test: 0.710, Explained Variance Score Test: 0.123 Running batch 2 of 7 with 16 nodes Bootstrap CV 23, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.425, R^2 test: 0.091 Bootstrap CV 23, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.425, R^2 test: 0.091 Bootstrap CV 23, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.425, R^2 test: 0.091 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.826, Explained Variance Score Train: 0.442 AUC Validation: 0.664, Explained Variance Score Validation: 0.125 AUC Test: 0.749, Explained Variance Score Test: 0.210 Bootstrap CV 29, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.369, R^2 test: -0.090 Bootstrap CV 29, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.369, R^2 test: -0.090 Bootstrap CV 29, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.369, R^2 test: -0.090 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.775, Explained Variance Score Train: 0.396 AUC Validation: 0.738, Explained Variance Score Validation: -0.040 AUC Test: 0.752, Explained Variance Score Test: 0.160 Bootstrap CV 17, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.515, R^2 test: 0.261 Bootstrap CV 17, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.515, R^2 test: 0.261 Bootstrap CV 17, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.515, R^2 test: 0.261 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.802, Explained Variance Score Train: 0.535 AUC Validation: 0.824, Explained Variance Score Validation: 0.294 AUC Test: 0.747, Explained Variance Score Test: 0.289 Bootstrap CV 19, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.276, R^2 test: 0.086 Bootstrap CV 19, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.276, R^2 test: 0.086 Bootstrap CV 19, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.276, R^2 test: 0.086 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.790, Explained Variance Score Train: 0.302 AUC Validation: 0.727, Explained Variance Score Validation: 0.087 AUC Test: 0.744, Explained Variance Score Test: 0.281 Bootstrap CV 24, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.415, R^2 test: 0.056 Bootstrap CV 24, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.417, R^2 test: 0.053 Bootstrap CV 24, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.417, R^2 test: 0.053 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.813, Explained Variance Score Train: 0.431 AUC Validation: 0.684, Explained Variance Score Validation: 0.070 AUC Test: 0.746, Explained Variance Score Test: 0.292 Bootstrap CV 31, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.481, R^2 test: -0.088 Bootstrap CV 31, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.481, R^2 test: -0.088 Bootstrap CV 31, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.481, R^2 test: -0.088 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.890, Explained Variance Score Train: 0.499 AUC Validation: 0.529, Explained Variance Score Validation: -0.085 AUC Test: 0.738, Explained Variance Score Test: 0.233 Bootstrap CV 25, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.385, R^2 test: 0.001 Bootstrap CV 25, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.418, R^2 test: -0.003 Bootstrap CV 25, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.446, R^2 test: -0.011 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.831, Explained Variance Score Train: 0.403 AUC Validation: 0.580, Explained Variance Score Validation: 0.083 AUC Test: 0.657, Explained Variance Score Test: 0.091 Bootstrap CV 28, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.323, R^2 test: 0.093 Bootstrap CV 28, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.323, R^2 test: 0.093 Bootstrap CV 28, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.323, R^2 test: 0.093 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.786, Explained Variance Score Train: 0.370 AUC Validation: 0.617, Explained Variance Score Validation: 0.108 AUC Test: 0.738, Explained Variance Score Test: 0.173 Bootstrap CV 26, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.431, R^2 test: 0.028 Bootstrap CV 26, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.431, R^2 test: 0.028 Bootstrap CV 26, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.431, R^2 test: 0.028 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.833, Explained Variance Score Train: 0.451 AUC Validation: 0.713, Explained Variance Score Validation: 0.041 AUC Test: 0.739, Explained Variance Score Test: 0.219 Bootstrap CV 22, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.376, R^2 test: 0.156 Bootstrap CV 22, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.419, R^2 test: 0.124 Bootstrap CV 22, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.423, R^2 test: 0.123 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.790, Explained Variance Score Train: 0.399 AUC Validation: 0.796, Explained Variance Score Validation: 0.207 AUC Test: 0.771, Explained Variance Score Test: 0.219 Bootstrap CV 21, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.475, R^2 test: 0.137 Bootstrap CV 21, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.475, R^2 test: 0.134 Bootstrap CV 21, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.475, R^2 test: 0.134 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.703, Explained Variance Score Train: 0.499 AUC Validation: 0.727, Explained Variance Score Validation: 0.179 AUC Test: 0.669, Explained Variance Score Test: 0.106 Bootstrap CV 20, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.443, R^2 test: 0.205 Bootstrap CV 20, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.444, R^2 test: 0.207 Bootstrap CV 20, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.444, R^2 test: 0.207 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.776, Explained Variance Score Train: 0.457 AUC Validation: 0.714, Explained Variance Score Validation: 0.294 AUC Test: 0.771, Explained Variance Score Test: 0.272 Bootstrap CV 18, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.432, R^2 test: 0.034 Bootstrap CV 18, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.512, R^2 test: -0.030 Bootstrap CV 18, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.512, R^2 test: -0.030 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.832, Explained Variance Score Train: 0.446 AUC Validation: 0.696, Explained Variance Score Validation: 0.088 AUC Test: 0.705, Explained Variance Score Test: 0.156 Bootstrap CV 30, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.503, R^2 test: 0.205 Bootstrap CV 30, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.514, R^2 test: 0.205 Bootstrap CV 30, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.514, R^2 test: 0.205 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.830, Explained Variance Score Train: 0.531 AUC Validation: 0.796, Explained Variance Score Validation: 0.237 AUC Test: 0.758, Explained Variance Score Test: 0.170 Bootstrap CV 16, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.293, R^2 test: 0.142 Bootstrap CV 16, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.302, R^2 test: 0.184 Bootstrap CV 16, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.302, R^2 test: 0.185 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.773, Explained Variance Score Train: 0.333 AUC Validation: 0.732, Explained Variance Score Validation: 0.200 AUC Test: 0.756, Explained Variance Score Test: 0.272 Bootstrap CV 27, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.275, R^2 test: 0.081 Bootstrap CV 27, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.276, R^2 test: 0.081 Bootstrap CV 27, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.321, R^2 test: 0.083 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.782, Explained Variance Score Train: 0.330 AUC Validation: 0.652, Explained Variance Score Validation: 0.107 AUC Test: 0.741, Explained Variance Score Test: 0.242 Running batch 3 of 7 with 16 nodes Bootstrap CV 36, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.473, R^2 test: 0.157 Bootstrap CV 36, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.500, R^2 test: 0.142 Bootstrap CV 36, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.502, R^2 test: 0.142 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.777, Explained Variance Score Train: 0.501 AUC Validation: 0.719, Explained Variance Score Validation: 0.198 AUC Test: 0.730, Explained Variance Score Test: 0.276 Bootstrap CV 38, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.419, R^2 test: 0.255 Bootstrap CV 38, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.419, R^2 test: 0.255 Bootstrap CV 38, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.419, R^2 test: 0.255 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.779, Explained Variance Score Train: 0.442 AUC Validation: 0.834, Explained Variance Score Validation: 0.256 AUC Test: 0.699, Explained Variance Score Test: 0.077 Bootstrap CV 32, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.401, R^2 test: 0.058 Bootstrap CV 32, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.401, R^2 test: 0.058 Bootstrap CV 32, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.401, R^2 test: 0.058 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.861, Explained Variance Score Train: 0.414 AUC Validation: 0.624, Explained Variance Score Validation: 0.109 AUC Test: 0.753, Explained Variance Score Test: 0.268 Bootstrap CV 35, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.289, R^2 test: 0.217 Bootstrap CV 35, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.289, R^2 test: 0.217 Bootstrap CV 35, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.289, R^2 test: 0.217 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.793, Explained Variance Score Train: 0.332 AUC Validation: 0.779, Explained Variance Score Validation: 0.236 AUC Test: 0.721, Explained Variance Score Test: 0.162 Bootstrap CV 39, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.261, R^2 test: 0.121 Bootstrap CV 39, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.261, R^2 test: 0.121 Bootstrap CV 39, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.261, R^2 test: 0.121 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.791, Explained Variance Score Train: 0.295 AUC Validation: 0.657, Explained Variance Score Validation: 0.140 AUC Test: 0.719, Explained Variance Score Test: 0.187 Bootstrap CV 44, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.363, R^2 test: 0.093 Bootstrap CV 44, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.363, R^2 test: 0.093 Bootstrap CV 44, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.363, R^2 test: 0.093 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.797, Explained Variance Score Train: 0.394 AUC Validation: 0.617, Explained Variance Score Validation: 0.134 AUC Test: 0.744, Explained Variance Score Test: 0.258 Bootstrap CV 47, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.245, R^2 test: 0.140 Bootstrap CV 47, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.245, R^2 test: 0.140 Bootstrap CV 47, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.245, R^2 test: 0.140 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.718, Explained Variance Score Train: 0.276 AUC Validation: 0.752, Explained Variance Score Validation: 0.164 AUC Test: 0.741, Explained Variance Score Test: 0.199 Bootstrap CV 43, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.294, R^2 test: 0.113 Bootstrap CV 43, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.294, R^2 test: 0.113 Bootstrap CV 43, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.294, R^2 test: 0.113 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.742, Explained Variance Score Train: 0.315 AUC Validation: 0.652, Explained Variance Score Validation: 0.141 AUC Test: 0.773, Explained Variance Score Test: 0.241 Bootstrap CV 34, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.464, R^2 test: 0.176 Bootstrap CV 34, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.464, R^2 test: 0.176 Bootstrap CV 34, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.464, R^2 test: 0.176 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.805, Explained Variance Score Train: 0.487 AUC Validation: 0.670, Explained Variance Score Validation: 0.193 AUC Test: 0.723, Explained Variance Score Test: 0.146 Bootstrap CV 33, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.451, R^2 test: -0.015 Bootstrap CV 33, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.451, R^2 test: -0.015 Bootstrap CV 33, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.451, R^2 test: -0.015 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.848, Explained Variance Score Train: 0.478 AUC Validation: 0.703, Explained Variance Score Validation: -0.014 AUC Test: 0.796, Explained Variance Score Test: 0.310 Bootstrap CV 42, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.369, R^2 test: -0.053 Bootstrap CV 42, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.369, R^2 test: -0.053 Bootstrap CV 42, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.369, R^2 test: -0.053 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.795, Explained Variance Score Train: 0.413 AUC Validation: 0.748, Explained Variance Score Validation: -0.051 AUC Test: 0.714, Explained Variance Score Test: 0.228 Bootstrap CV 45, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.456, R^2 test: 0.374 Bootstrap CV 45, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.516, R^2 test: 0.381 Bootstrap CV 45, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.516, R^2 test: 0.380 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.784, Explained Variance Score Train: 0.485 AUC Validation: 0.740, Explained Variance Score Validation: 0.416 AUC Test: 0.742, Explained Variance Score Test: 0.320 Bootstrap CV 41, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.170, R^2 test: 0.079 Bootstrap CV 41, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.170, R^2 test: 0.079 Bootstrap CV 41, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.170, R^2 test: 0.079 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.760, Explained Variance Score Train: 0.226 AUC Validation: 0.699, Explained Variance Score Validation: 0.117 AUC Test: 0.737, Explained Variance Score Test: 0.177 Bootstrap CV 40, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.441, R^2 test: 0.180 Bootstrap CV 40, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.441, R^2 test: 0.180 Bootstrap CV 40, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.441, R^2 test: 0.180 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.806, Explained Variance Score Train: 0.468 AUC Validation: 0.676, Explained Variance Score Validation: 0.199 AUC Test: 0.743, Explained Variance Score Test: 0.190 Bootstrap CV 37, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.372, R^2 test: 0.142 Bootstrap CV 37, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.375, R^2 test: 0.136 Bootstrap CV 37, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.375, R^2 test: 0.136 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.774, Explained Variance Score Train: 0.406 AUC Validation: 0.767, Explained Variance Score Validation: 0.202 AUC Test: 0.720, Explained Variance Score Test: 0.124 Bootstrap CV 46, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.533, R^2 test: 0.056 Bootstrap CV 46, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.534, R^2 test: 0.056 Bootstrap CV 46, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.531, R^2 test: 0.043 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.863, Explained Variance Score Train: 0.547 AUC Validation: 0.684, Explained Variance Score Validation: 0.063 AUC Test: 0.761, Explained Variance Score Test: 0.276 Running batch 4 of 7 with 16 nodes Bootstrap CV 57, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.436, R^2 test: 0.355 Bootstrap CV 57, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.436, R^2 test: 0.355 Bootstrap CV 57, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.436, R^2 test: 0.355 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.793, Explained Variance Score Train: 0.462 AUC Validation: 0.780, Explained Variance Score Validation: 0.356 AUC Test: 0.731, Explained Variance Score Test: 0.210 Bootstrap CV 58, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.230, R^2 test: 0.072 Bootstrap CV 58, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.230, R^2 test: 0.072 Bootstrap CV 58, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.230, R^2 test: 0.072 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.805, Explained Variance Score Train: 0.283 AUC Validation: 0.633, Explained Variance Score Validation: 0.150 AUC Test: 0.759, Explained Variance Score Test: 0.221 Bootstrap CV 51, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.388, R^2 test: 0.253 Bootstrap CV 51, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.388, R^2 test: 0.253 Bootstrap CV 51, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.388, R^2 test: 0.253 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.814, Explained Variance Score Train: 0.415 AUC Validation: 0.865, Explained Variance Score Validation: 0.300 AUC Test: 0.754, Explained Variance Score Test: 0.263 Bootstrap CV 52, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.534, R^2 test: 0.193 Bootstrap CV 52, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.534, R^2 test: 0.193 Bootstrap CV 52, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.534, R^2 test: 0.193 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.887, Explained Variance Score Train: 0.540 AUC Validation: 0.751, Explained Variance Score Validation: 0.222 AUC Test: 0.745, Explained Variance Score Test: 0.254 Bootstrap CV 53, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.291, R^2 test: 0.182 Bootstrap CV 53, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.291, R^2 test: 0.182 Bootstrap CV 53, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.291, R^2 test: 0.182 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.861, Explained Variance Score Train: 0.318 AUC Validation: 0.692, Explained Variance Score Validation: 0.266 AUC Test: 0.753, Explained Variance Score Test: 0.244 Bootstrap CV 55, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.422, R^2 test: -0.132 Bootstrap CV 55, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.422, R^2 test: -0.132 Bootstrap CV 55, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.422, R^2 test: -0.132 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.783, Explained Variance Score Train: 0.448 AUC Validation: 0.652, Explained Variance Score Validation: -0.114 AUC Test: 0.698, Explained Variance Score Test: 0.265 Bootstrap CV 60, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.332, R^2 test: 0.449 Bootstrap CV 60, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.332, R^2 test: 0.449 Bootstrap CV 60, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.332, R^2 test: 0.449 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.787, Explained Variance Score Train: 0.369 AUC Validation: 0.745, Explained Variance Score Validation: 0.491 AUC Test: 0.756, Explained Variance Score Test: 0.210 Bootstrap CV 50, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.412, R^2 test: 0.335 Bootstrap CV 50, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.412, R^2 test: 0.335 Bootstrap CV 50, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.412, R^2 test: 0.335 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.816, Explained Variance Score Train: 0.441 AUC Validation: 0.738, Explained Variance Score Validation: 0.369 AUC Test: 0.773, Explained Variance Score Test: 0.250 Bootstrap CV 62, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.506, R^2 test: 0.028 Bootstrap CV 62, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.510, R^2 test: 0.022 Bootstrap CV 62, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.510, R^2 test: 0.022 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.769, Explained Variance Score Train: 0.529 AUC Validation: 0.707, Explained Variance Score Validation: 0.035 AUC Test: 0.746, Explained Variance Score Test: 0.202 Bootstrap CV 48, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.305, R^2 test: 0.128 Bootstrap CV 48, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.305, R^2 test: 0.128 Bootstrap CV 48, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.305, R^2 test: 0.128 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.832, Explained Variance Score Train: 0.342 AUC Validation: 0.754, Explained Variance Score Validation: 0.196 AUC Test: 0.735, Explained Variance Score Test: 0.256 Bootstrap CV 63, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.415, R^2 test: -0.007 Bootstrap CV 63, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.415, R^2 test: -0.008 Bootstrap CV 63, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.415, R^2 test: -0.008 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.877, Explained Variance Score Train: 0.428 AUC Validation: 0.756, Explained Variance Score Validation: 0.030 AUC Test: 0.734, Explained Variance Score Test: 0.096 Bootstrap CV 61, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.313, R^2 test: 0.296 Bootstrap CV 61, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.313, R^2 test: 0.296 Bootstrap CV 61, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.313, R^2 test: 0.296 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.788, Explained Variance Score Train: 0.341 AUC Validation: 0.811, Explained Variance Score Validation: 0.298 AUC Test: 0.771, Explained Variance Score Test: 0.289 Bootstrap CV 49, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.326, R^2 test: 0.150 Bootstrap CV 49, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.327, R^2 test: 0.150 Bootstrap CV 49, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.327, R^2 test: 0.150 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.775, Explained Variance Score Train: 0.361 AUC Validation: 0.922, Explained Variance Score Validation: 0.150 AUC Test: 0.763, Explained Variance Score Test: 0.220 Bootstrap CV 54, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.502, R^2 test: 0.213 Bootstrap CV 54, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.502, R^2 test: 0.213 Bootstrap CV 54, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.502, R^2 test: 0.213 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.794, Explained Variance Score Train: 0.520 AUC Validation: 0.699, Explained Variance Score Validation: 0.271 AUC Test: 0.749, Explained Variance Score Test: 0.162 Bootstrap CV 59, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.384, R^2 test: 0.169 Bootstrap CV 59, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.387, R^2 test: 0.145 Bootstrap CV 59, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.387, R^2 test: 0.145 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.811, Explained Variance Score Train: 0.400 AUC Validation: 0.735, Explained Variance Score Validation: 0.192 AUC Test: 0.708, Explained Variance Score Test: 0.239 Bootstrap CV 56, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.407, R^2 test: 0.185 Bootstrap CV 56, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.408, R^2 test: 0.185 Bootstrap CV 56, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.408, R^2 test: 0.185 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.781, Explained Variance Score Train: 0.420 AUC Validation: 0.660, Explained Variance Score Validation: 0.214 AUC Test: 0.740, Explained Variance Score Test: 0.266 Running batch 5 of 7 with 16 nodes Bootstrap CV 71, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.535, R^2 test: 0.077 Bootstrap CV 71, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.535, R^2 test: 0.077 Bootstrap CV 71, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.535, R^2 test: 0.077 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.839, Explained Variance Score Train: 0.550 AUC Validation: 0.599, Explained Variance Score Validation: 0.090 AUC Test: 0.754, Explained Variance Score Test: 0.219 Bootstrap CV 65, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.375, R^2 test: 0.257 Bootstrap CV 65, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.376, R^2 test: 0.255 Bootstrap CV 65, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.376, R^2 test: 0.255 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.771, Explained Variance Score Train: 0.409 AUC Validation: 0.925, Explained Variance Score Validation: 0.283 AUC Test: 0.754, Explained Variance Score Test: 0.224 Bootstrap CV 75, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.338, R^2 test: 0.248 Bootstrap CV 75, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.338, R^2 test: 0.248 Bootstrap CV 75, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.338, R^2 test: 0.248 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.800, Explained Variance Score Train: 0.362 AUC Validation: 0.711, Explained Variance Score Validation: 0.271 AUC Test: 0.773, Explained Variance Score Test: 0.317 Bootstrap CV 78, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.370, R^2 test: 0.234 Bootstrap CV 78, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.370, R^2 test: 0.234 Bootstrap CV 78, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.370, R^2 test: 0.234 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.812, Explained Variance Score Train: 0.394 AUC Validation: 0.766, Explained Variance Score Validation: 0.235 AUC Test: 0.757, Explained Variance Score Test: 0.253 Bootstrap CV 79, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.290, R^2 test: 0.213 Bootstrap CV 79, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.290, R^2 test: 0.213 Bootstrap CV 79, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.290, R^2 test: 0.213 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.821, Explained Variance Score Train: 0.332 AUC Validation: 0.719, Explained Variance Score Validation: 0.291 AUC Test: 0.688, Explained Variance Score Test: 0.097 Bootstrap CV 77, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.354, R^2 test: 0.040 Bootstrap CV 77, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.354, R^2 test: 0.040 Bootstrap CV 77, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.354, R^2 test: 0.040 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.833, Explained Variance Score Train: 0.380 AUC Validation: 0.697, Explained Variance Score Validation: 0.069 AUC Test: 0.735, Explained Variance Score Test: 0.226 Bootstrap CV 70, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.323, R^2 test: 0.265 Bootstrap CV 70, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.323, R^2 test: 0.265 Bootstrap CV 70, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.323, R^2 test: 0.265 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.811, Explained Variance Score Train: 0.347 AUC Validation: 0.782, Explained Variance Score Validation: 0.265 AUC Test: 0.750, Explained Variance Score Test: 0.195 Bootstrap CV 67, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.249, R^2 test: 0.072 Bootstrap CV 67, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.254, R^2 test: 0.072 Bootstrap CV 67, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.254, R^2 test: 0.072 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.747, Explained Variance Score Train: 0.277 AUC Validation: 0.673, Explained Variance Score Validation: 0.110 AUC Test: 0.624, Explained Variance Score Test: 0.068 Bootstrap CV 66, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.173, R^2 test: -0.029 Bootstrap CV 66, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.173, R^2 test: -0.029 Bootstrap CV 66, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.173, R^2 test: -0.029 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.768, Explained Variance Score Train: 0.216 AUC Validation: 0.684, Explained Variance Score Validation: 0.144 AUC Test: 0.723, Explained Variance Score Test: 0.165 Bootstrap CV 74, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.462, R^2 test: -0.110 Bootstrap CV 74, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.462, R^2 test: -0.110 Bootstrap CV 74, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.462, R^2 test: -0.110 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.832, Explained Variance Score Train: 0.477 AUC Validation: 0.597, Explained Variance Score Validation: -0.099 AUC Test: 0.748, Explained Variance Score Test: 0.276 Bootstrap CV 68, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.519, R^2 test: 0.048 Bootstrap CV 68, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.519, R^2 test: 0.048 Bootstrap CV 68, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.519, R^2 test: 0.048 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.804, Explained Variance Score Train: 0.532 AUC Validation: 0.677, Explained Variance Score Validation: 0.068 AUC Test: 0.731, Explained Variance Score Test: 0.206 Bootstrap CV 76, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.348, R^2 test: 0.083 Bootstrap CV 76, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.370, R^2 test: 0.083 Bootstrap CV 76, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.371, R^2 test: 0.083 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.761, Explained Variance Score Train: 0.382 AUC Validation: 0.730, Explained Variance Score Validation: 0.203 AUC Test: 0.715, Explained Variance Score Test: 0.194 Bootstrap CV 64, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.325, R^2 test: 0.232 Bootstrap CV 64, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.325, R^2 test: 0.232 Bootstrap CV 64, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.325, R^2 test: 0.232 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.809, Explained Variance Score Train: 0.346 AUC Validation: 0.757, Explained Variance Score Validation: 0.287 AUC Test: 0.725, Explained Variance Score Test: 0.288 Bootstrap CV 73, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.345, R^2 test: 0.139 Bootstrap CV 73, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.349, R^2 test: 0.139 Bootstrap CV 73, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.349, R^2 test: 0.139 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.787, Explained Variance Score Train: 0.374 AUC Validation: 0.716, Explained Variance Score Validation: 0.164 AUC Test: 0.737, Explained Variance Score Test: 0.182 Bootstrap CV 69, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.422, R^2 test: 0.233 Bootstrap CV 69, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.422, R^2 test: 0.233 Bootstrap CV 69, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.422, R^2 test: 0.233 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.795, Explained Variance Score Train: 0.431 AUC Validation: 0.700, Explained Variance Score Validation: 0.258 AUC Test: 0.736, Explained Variance Score Test: 0.308 Bootstrap CV 72, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.447, R^2 test: 0.023 Bootstrap CV 72, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.468, R^2 test: -0.000 Bootstrap CV 72, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.468, R^2 test: -0.000 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.834, Explained Variance Score Train: 0.490 AUC Validation: 0.616, Explained Variance Score Validation: 0.025 AUC Test: 0.739, Explained Variance Score Test: 0.252 Running batch 6 of 7 with 16 nodes Bootstrap CV 82, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.377, R^2 test: 0.021 Bootstrap CV 82, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.377, R^2 test: 0.021 Bootstrap CV 82, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.377, R^2 test: 0.021 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.804, Explained Variance Score Train: 0.409 AUC Validation: 0.686, Explained Variance Score Validation: 0.086 AUC Test: 0.727, Explained Variance Score Test: 0.162 Bootstrap CV 88, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.324, R^2 test: 0.264 Bootstrap CV 88, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.335, R^2 test: 0.256 Bootstrap CV 88, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.356, R^2 test: 0.240 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.807, Explained Variance Score Train: 0.369 AUC Validation: 0.689, Explained Variance Score Validation: 0.295 AUC Test: 0.704, Explained Variance Score Test: 0.170 Bootstrap CV 90, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.368, R^2 test: 0.103 Bootstrap CV 90, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.368, R^2 test: 0.103 Bootstrap CV 90, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.368, R^2 test: 0.103 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.813, Explained Variance Score Train: 0.393 AUC Validation: 0.723, Explained Variance Score Validation: 0.195 AUC Test: 0.737, Explained Variance Score Test: 0.219 Bootstrap CV 87, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.392, R^2 test: 0.210 Bootstrap CV 87, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.432, R^2 test: 0.130 Bootstrap CV 87, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.432, R^2 test: 0.130 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.831, Explained Variance Score Train: 0.412 AUC Validation: 0.704, Explained Variance Score Validation: 0.219 AUC Test: 0.767, Explained Variance Score Test: 0.283 Bootstrap CV 93, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.255, R^2 test: 0.055 Bootstrap CV 93, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.255, R^2 test: 0.055 Bootstrap CV 93, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.255, R^2 test: 0.055 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.788, Explained Variance Score Train: 0.290 AUC Validation: 0.719, Explained Variance Score Validation: 0.067 AUC Test: 0.734, Explained Variance Score Test: 0.166 Bootstrap CV 83, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.459, R^2 test: 0.212 Bootstrap CV 83, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.459, R^2 test: 0.212 Bootstrap CV 83, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.459, R^2 test: 0.212 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.862, Explained Variance Score Train: 0.483 AUC Validation: 0.731, Explained Variance Score Validation: 0.212 AUC Test: 0.737, Explained Variance Score Test: 0.253 Bootstrap CV 81, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.359, R^2 test: 0.035 Bootstrap CV 81, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.359, R^2 test: 0.035 Bootstrap CV 81, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.359, R^2 test: 0.035 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.791, Explained Variance Score Train: 0.384 AUC Validation: 0.719, Explained Variance Score Validation: 0.049 AUC Test: 0.752, Explained Variance Score Test: 0.290 Bootstrap CV 92, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.372, R^2 test: 0.251 Bootstrap CV 92, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.372, R^2 test: 0.251 Bootstrap CV 92, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.372, R^2 test: 0.251 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.827, Explained Variance Score Train: 0.409 AUC Validation: 0.775, Explained Variance Score Validation: 0.260 AUC Test: 0.771, Explained Variance Score Test: 0.247 Bootstrap CV 85, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.379, R^2 test: 0.269 Bootstrap CV 85, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.379, R^2 test: 0.264 Bootstrap CV 85, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.379, R^2 test: 0.264 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.831, Explained Variance Score Train: 0.398 AUC Validation: 0.806, Explained Variance Score Validation: 0.328 AUC Test: 0.717, Explained Variance Score Test: 0.153 Bootstrap CV 84, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.409, R^2 test: -0.092 Bootstrap CV 84, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.409, R^2 test: -0.093 Bootstrap CV 84, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.409, R^2 test: -0.093 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.777, Explained Variance Score Train: 0.440 AUC Validation: 0.607, Explained Variance Score Validation: -0.025 AUC Test: 0.715, Explained Variance Score Test: 0.255 Bootstrap CV 95, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.458, R^2 test: -0.002 Bootstrap CV 95, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.458, R^2 test: -0.002 Bootstrap CV 95, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.458, R^2 test: -0.002 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.792, Explained Variance Score Train: 0.472 AUC Validation: 0.719, Explained Variance Score Validation: 0.030 AUC Test: 0.697, Explained Variance Score Test: 0.131 Bootstrap CV 86, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.287, R^2 test: 0.224 Bootstrap CV 86, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.295, R^2 test: 0.199 Bootstrap CV 86, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.295, R^2 test: 0.198 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.758, Explained Variance Score Train: 0.317 AUC Validation: 0.780, Explained Variance Score Validation: 0.279 AUC Test: 0.724, Explained Variance Score Test: 0.268 Bootstrap CV 94, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.180, R^2 test: 0.063 Bootstrap CV 94, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.180, R^2 test: 0.063 Bootstrap CV 94, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.180, R^2 test: 0.063 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.779, Explained Variance Score Train: 0.225 AUC Validation: 0.599, Explained Variance Score Validation: 0.104 AUC Test: 0.727, Explained Variance Score Test: 0.272 Bootstrap CV 91, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.358, R^2 test: 0.225 Bootstrap CV 91, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.358, R^2 test: 0.225 Bootstrap CV 91, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.358, R^2 test: 0.225 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.764, Explained Variance Score Train: 0.383 AUC Validation: 0.785, Explained Variance Score Validation: 0.269 AUC Test: 0.741, Explained Variance Score Test: 0.286 Bootstrap CV 80, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.333, R^2 test: 0.243 Bootstrap CV 80, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.333, R^2 test: 0.243 Bootstrap CV 80, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.333, R^2 test: 0.243 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.811, Explained Variance Score Train: 0.378 AUC Validation: 0.708, Explained Variance Score Validation: 0.325 AUC Test: 0.738, Explained Variance Score Test: 0.199 Bootstrap CV 89, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.190, R^2 test: 0.148 Bootstrap CV 89, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.190, R^2 test: 0.148 Bootstrap CV 89, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.190, R^2 test: 0.148 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.735, Explained Variance Score Train: 0.225 AUC Validation: 0.677, Explained Variance Score Validation: 0.187 AUC Test: 0.738, Explained Variance Score Test: 0.233 Running batch 7 of 7 with 4 nodes Bootstrap CV 97, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.426, R^2 test: 0.118 Bootstrap CV 97, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.426, R^2 test: 0.118 Bootstrap CV 97, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.426, R^2 test: 0.118 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.897, Explained Variance Score Train: 0.457 AUC Validation: 0.742, Explained Variance Score Validation: 0.175 AUC Test: 0.717, Explained Variance Score Test: 0.207 Bootstrap CV 96, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.493, R^2 test: 0.210 Bootstrap CV 96, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.493, R^2 test: 0.210 Bootstrap CV 96, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.493, R^2 test: 0.210 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.845, Explained Variance Score Train: 0.530 AUC Validation: 0.774, Explained Variance Score Validation: 0.284 AUC Test: 0.748, Explained Variance Score Test: 0.276 Bootstrap CV 98, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.536, R^2 test: 0.062 Bootstrap CV 98, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.536, R^2 test: 0.062 Bootstrap CV 98, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.536, R^2 test: 0.062 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.798, Explained Variance Score Train: 0.558 AUC Validation: 0.733, Explained Variance Score Validation: 0.068 AUC Test: 0.732, Explained Variance Score Test: 0.130 Bootstrap CV 99, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.324, R^2 test: 0.180 Bootstrap CV 99, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.324, R^2 test: 0.180 Bootstrap CV 99, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.324, R^2 test: 0.180 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.778, Explained Variance Score Train: 0.357 AUC Validation: 0.712, Explained Variance Score Validation: 0.235 AUC Test: 0.767, Explained Variance Score Test: 0.298 total Variables 1 and total subjects: 1698 ->AUC validation: 0.714 95% CI: [0.700 , 0.728] ->AUC test: 0.735 95% CI: [0.730 , 0.740] ->R^2 validation: 0.173 95% CI: [0.151 , 0.196] ->R^2 test: 0.217 95% CI: [0.205 , 0.229] ->Explained Variance validation: 0.136 95% CI: [0.114 , 0.158] ->Explained Variance test: 0.186 95% CI: [0.173 , 0.200] Test set metrics: @threshold:3.180, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:2.180, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:1.824, sens:0.036, spec:0.996, ppv:0.667, acc:0.841, f1:0.069, mcc:0.141, total+:3, total-:336 @threshold:1.236, sens:0.109, spec:0.989, ppv:0.667, acc:0.847, f1:0.188, mcc:0.082, total+:9, total-:330 @threshold:1.003, sens:0.127, spec:0.989, ppv:0.700, acc:0.850, f1:0.215, mcc:0.092, total+:10, total-:329 @threshold:0.997, sens:0.164, spec:0.982, ppv:0.643, acc:0.850, f1:0.261, mcc:0.059, total+:14, total-:325 @threshold:0.996, sens:0.182, spec:0.975, ppv:0.588, acc:0.847, f1:0.278, mcc:0.041, total+:17, total-:322 @threshold:0.668, sens:0.218, spec:0.972, ppv:0.600, acc:0.850, f1:0.320, mcc:0.041, total+:20, total-:319 @threshold:0.496, sens:0.236, spec:0.968, ppv:0.591, acc:0.850, f1:0.338, mcc:0.037, total+:22, total-:317 @threshold:0.490, sens:0.236, spec:0.965, ppv:0.565, acc:0.847, f1:0.333, mcc:0.032, total+:23, total-:316 @threshold:0.311, sens:0.255, spec:0.965, ppv:0.583, acc:0.850, f1:0.354, mcc:0.034, total+:24, total-:315 @threshold:0.242, sens:0.255, spec:0.958, ppv:0.538, acc:0.844, f1:0.346, mcc:0.027, total+:26, total-:313 @threshold:0.168, sens:0.273, spec:0.947, ppv:0.500, acc:0.838, f1:0.353, mcc:0.021, total+:30, total-:309 @threshold:0.166, sens:0.291, spec:0.940, ppv:0.485, acc:0.835, f1:0.364, mcc:0.019, total+:33, total-:306 @threshold:0.117, sens:0.327, spec:0.908, ppv:0.409, acc:0.814, f1:0.364, mcc:0.011, total+:44, total-:295 @threshold:0.112, sens:0.345, spec:0.901, ppv:0.404, acc:0.811, f1:0.373, mcc:0.011, total+:47, total-:292 @threshold:0.024, sens:0.364, spec:0.891, ppv:0.392, acc:0.805, f1:0.377, mcc:0.010, total+:51, total-:288 @threshold:0.015, sens:0.382, spec:0.891, ppv:0.404, acc:0.808, f1:0.393, mcc:0.010, total+:52, total-:287 @threshold:-0.019, sens:0.400, spec:0.887, ppv:0.407, acc:0.808, f1:0.404, mcc:0.010, total+:54, total-:285 @threshold:-0.033, sens:0.418, spec:0.870, ppv:0.383, acc:0.796, f1:0.400, mcc:0.009, total+:60, total-:279 @threshold:-0.035, sens:0.436, spec:0.820, ppv:0.320, acc:0.758, f1:0.369, mcc:0.005, total+:75, total-:264 @threshold:-0.093, sens:0.491, spec:0.789, ppv:0.310, acc:0.740, f1:0.380, mcc:0.005, total+:87, total-:252 @threshold:-0.102, sens:0.491, spec:0.782, ppv:0.303, acc:0.735, f1:0.375, mcc:0.004, total+:89, total-:250 @threshold:-0.123, sens:0.527, spec:0.757, ppv:0.296, acc:0.720, f1:0.379, mcc:0.004, total+:98, total-:241 @threshold:-0.125, sens:0.527, spec:0.750, ppv:0.290, acc:0.714, f1:0.374, mcc:0.004, total+:100, total-:239 @threshold:-0.149, sens:0.527, spec:0.704, ppv:0.257, acc:0.676, f1:0.345, mcc:0.003, total+:113, total-:226 @threshold:-0.178, sens:0.527, spec:0.701, ppv:0.254, acc:0.673, f1:0.343, mcc:0.003, total+:114, total-:225 @threshold:-0.194, sens:0.545, spec:0.697, ppv:0.259, acc:0.673, f1:0.351, mcc:0.003, total+:116, total-:223 @threshold:-0.206, sens:0.618, spec:0.690, ppv:0.279, acc:0.678, f1:0.384, mcc:0.003, total+:122, total-:217 @threshold:-0.224, sens:0.636, spec:0.680, ppv:0.278, acc:0.673, f1:0.387, mcc:0.003, total+:126, total-:213 @threshold:-0.237, sens:0.636, spec:0.673, ppv:0.273, acc:0.667, f1:0.383, mcc:0.003, total+:128, total-:211 @threshold:-0.247, sens:0.673, spec:0.665, ppv:0.280, acc:0.667, f1:0.396, mcc:0.003, total+:132, total-:207 @threshold:-0.256, sens:0.673, spec:0.644, ppv:0.268, acc:0.649, f1:0.383, mcc:0.003, total+:138, total-:201 @threshold:-0.262, sens:0.691, spec:0.641, ppv:0.271, acc:0.649, f1:0.390, mcc:0.003, total+:140, total-:199 @threshold:-0.262, sens:0.691, spec:0.627, ppv:0.264, acc:0.637, f1:0.382, mcc:0.003, total+:144, total-:195 @threshold:-0.263, sens:0.727, spec:0.609, ppv:0.265, acc:0.628, f1:0.388, mcc:0.003, total+:151, total-:188 @threshold:-0.265, sens:0.764, spec:0.461, ppv:0.215, acc:0.510, f1:0.336, mcc:0.002, total+:195, total-:144 @threshold:-0.268, sens:0.782, spec:0.401, ppv:0.202, acc:0.463, f1:0.321, mcc:0.001, total+:213, total-:126 @threshold:-0.273, sens:0.982, spec:0.180, ppv:0.188, acc:0.310, f1:0.316, mcc:0.002, total+:287, total-:52 @threshold:-0.316, sens:1.000, spec:0.169, ppv:0.189, acc:0.304, f1:0.318, mcc:0.002, total+:291, total-:48 @threshold:-0.377, sens:1.000, spec:0.162, ppv:0.188, acc:0.298, f1:0.316, mcc:0.002, total+:293, total-:46 @threshold:-0.386, sens:1.000, spec:0.151, ppv:0.186, acc:0.289, f1:0.313, mcc:0.002, total+:296, total-:43 @threshold:-0.450, sens:1.000, spec:0.137, ppv:0.183, acc:0.277, f1:0.310, mcc:0.002, total+:300, total-:39 @threshold:-0.511, sens:1.000, spec:0.134, ppv:0.183, acc:0.274, f1:0.309, mcc:0.002, total+:301, total-:38 @threshold:-0.562, sens:1.000, spec:0.109, ppv:0.179, acc:0.254, f1:0.303, mcc:0.002, total+:308, total-:31 @threshold:-0.664, sens:1.000, spec:0.099, ppv:0.177, acc:0.245, f1:0.301, mcc:0.002, total+:311, total-:28 @threshold:-0.675, sens:1.000, spec:0.085, ppv:0.175, acc:0.233, f1:0.297, mcc:0.002, total+:315, total-:24 @threshold:-0.683, sens:1.000, spec:0.074, ppv:0.173, acc:0.224, f1:0.295, mcc:0.002, total+:318, total-:21 @threshold:-0.717, sens:1.000, spec:0.060, ppv:0.171, acc:0.212, f1:0.292, mcc:0.002, total+:322, total-:17 @threshold:-0.751, sens:1.000, spec:0.053, ppv:0.170, acc:0.206, f1:0.290, mcc:0.002, total+:324, total-:15 @threshold:-0.843, sens:1.000, spec:0.025, ppv:0.166, acc:0.183, f1:0.284, mcc:0.001, total+:332, total-:7 @threshold:-1.798, sens:1.000, spec:0.011, ppv:0.164, acc:0.171, f1:0.281, mcc:0.001, total+:336, total-:3 * Vital: BMI-avg19to24 | coef 1.000 95% CI: [1.000 , 1.000] | OR_adj 2.718 [2.718 2.718] | occ: 1354 | OR_unadj: 4.046 [3.062 5.347] | indivs AUC:0.772 Correlated most with: Vital : 1.0 Time to run analysis 0:01:57.940489 Total Time elapsed 14:46:33.872611 ----------------------------------------------------- girls no_min bmi_latest lasso regression Running batch 1 of 7 with 16 nodes Bootstrap CV 4, alpha = 0.001, R^2 train: 0.183, R^2 test: 0.338 Bootstrap CV 4, alpha = 0.005, R^2 train: 0.183, R^2 test: 0.335 Bootstrap CV 4, alpha = 0.01, R^2 train: 0.183, R^2 test: 0.331 Bootstrap CV 4, alpha = 0.1, R^2 train: 0.167, R^2 test: 0.260 best alpha via bootstrap CV: 0.001 AUC Train: 0.691, Explained Variance Score Train: 0.183 AUC Validation: 0.833, Explained Variance Score Validation: 0.339 AUC Test: 0.795, Explained Variance Score Test: 0.284 Bootstrap CV 8, alpha = 0.001, R^2 train: 0.177, R^2 test: 0.155 Bootstrap CV 8, alpha = 0.005, R^2 train: 0.177, R^2 test: 0.154 Bootstrap CV 8, alpha = 0.01, R^2 train: 0.177, R^2 test: 0.152 Bootstrap CV 8, alpha = 0.1, R^2 train: 0.159, R^2 test: 0.108 best alpha via bootstrap CV: 0.001 AUC Train: 0.699, Explained Variance Score Train: 0.177 AUC Validation: 0.718, Explained Variance Score Validation: 0.230 AUC Test: 0.795, Explained Variance Score Test: 0.274 Bootstrap CV 5, alpha = 0.001, R^2 train: 0.286, R^2 test: 0.315 Bootstrap CV 5, alpha = 0.005, R^2 train: 0.286, R^2 test: 0.314 Bootstrap CV 5, alpha = 0.01, R^2 train: 0.286, R^2 test: 0.312 Bootstrap CV 5, alpha = 0.1, R^2 train: 0.275, R^2 test: 0.279 best alpha via bootstrap CV: 0.001 AUC Train: 0.768, Explained Variance Score Train: 0.286 AUC Validation: 0.751, Explained Variance Score Validation: 0.319 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 7, alpha = 0.001, R^2 train: 0.268, R^2 test: 0.312 Bootstrap CV 7, alpha = 0.005, R^2 train: 0.268, R^2 test: 0.310 Bootstrap CV 7, alpha = 0.01, R^2 train: 0.268, R^2 test: 0.308 Bootstrap CV 7, alpha = 0.1, R^2 train: 0.242, R^2 test: 0.255 best alpha via bootstrap CV: 0.001 AUC Train: 0.809, Explained Variance Score Train: 0.268 AUC Validation: 0.766, Explained Variance Score Validation: 0.319 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 9, alpha = 0.001, R^2 train: 0.249, R^2 test: 0.450 Bootstrap CV 9, alpha = 0.005, R^2 train: 0.249, R^2 test: 0.449 Bootstrap CV 9, alpha = 0.01, R^2 train: 0.249, R^2 test: 0.448 Bootstrap CV 9, alpha = 0.1, R^2 train: 0.237, R^2 test: 0.419 best alpha via bootstrap CV: 0.005 AUC Train: 0.761, Explained Variance Score Train: 0.249 AUC Validation: 0.809, Explained Variance Score Validation: 0.458 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 0, alpha = 0.001, R^2 train: 0.188, R^2 test: 0.298 Bootstrap CV 0, alpha = 0.005, R^2 train: 0.187, R^2 test: 0.297 Bootstrap CV 0, alpha = 0.01, R^2 train: 0.187, R^2 test: 0.296 Bootstrap CV 0, alpha = 0.1, R^2 train: 0.175, R^2 test: 0.262 best alpha via bootstrap CV: 0.001 AUC Train: 0.726, Explained Variance Score Train: 0.188 AUC Validation: 0.797, Explained Variance Score Validation: 0.306 AUC Test: 0.795, Explained Variance Score Test: 0.286 Bootstrap CV 6, alpha = 0.001, R^2 train: 0.297, R^2 test: 0.286 Bootstrap CV 6, alpha = 0.005, R^2 train: 0.297, R^2 test: 0.287 Bootstrap CV 6, alpha = 0.01, R^2 train: 0.297, R^2 test: 0.288 Bootstrap CV 6, alpha = 0.1, R^2 train: 0.285, R^2 test: 0.291 best alpha via bootstrap CV: 0.1 AUC Train: 0.695, Explained Variance Score Train: 0.285 AUC Validation: 0.746, Explained Variance Score Validation: 0.293 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 11, alpha = 0.001, R^2 train: 0.323, R^2 test: 0.136 Bootstrap CV 11, alpha = 0.005, R^2 train: 0.323, R^2 test: 0.137 Bootstrap CV 11, alpha = 0.01, R^2 train: 0.323, R^2 test: 0.137 Bootstrap CV 11, alpha = 0.1, R^2 train: 0.311, R^2 test: 0.140 best alpha via bootstrap CV: 0.01 AUC Train: 0.743, Explained Variance Score Train: 0.323 AUC Validation: 0.651, Explained Variance Score Validation: 0.138 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 3, alpha = 0.001, R^2 train: 0.244, R^2 test: 0.231 Bootstrap CV 3, alpha = 0.005, R^2 train: 0.244, R^2 test: 0.232 Bootstrap CV 3, alpha = 0.01, R^2 train: 0.244, R^2 test: 0.234 Bootstrap CV 3, alpha = 0.1, R^2 train: 0.229, R^2 test: 0.245 best alpha via bootstrap CV: 0.01 AUC Train: 0.683, Explained Variance Score Train: 0.244 AUC Validation: 0.666, Explained Variance Score Validation: 0.246 AUC Test: 0.795, Explained Variance Score Test: 0.294 Bootstrap CV 10, alpha = 0.001, R^2 train: 0.220, R^2 test: 0.337 Bootstrap CV 10, alpha = 0.005, R^2 train: 0.220, R^2 test: 0.336 Bootstrap CV 10, alpha = 0.01, R^2 train: 0.220, R^2 test: 0.334 Bootstrap CV 10, alpha = 0.1, R^2 train: 0.205, R^2 test: 0.291 best alpha via bootstrap CV: 0.001 AUC Train: 0.766, Explained Variance Score Train: 0.220 AUC Validation: 0.814, Explained Variance Score Validation: 0.341 AUC Test: 0.795, Explained Variance Score Test: 0.288 Bootstrap CV 1, alpha = 0.001, R^2 train: 0.261, R^2 test: 0.145 Bootstrap CV 1, alpha = 0.005, R^2 train: 0.261, R^2 test: 0.148 Bootstrap CV 1, alpha = 0.01, R^2 train: 0.261, R^2 test: 0.151 Bootstrap CV 1, alpha = 0.1, R^2 train: 0.251, R^2 test: 0.193 best alpha via bootstrap CV: 0.1 AUC Train: 0.774, Explained Variance Score Train: 0.251 AUC Validation: 0.714, Explained Variance Score Validation: 0.196 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 2, alpha = 0.001, R^2 train: 0.333, R^2 test: 0.185 Bootstrap CV 2, alpha = 0.005, R^2 train: 0.333, R^2 test: 0.186 Bootstrap CV 2, alpha = 0.01, R^2 train: 0.333, R^2 test: 0.186 Bootstrap CV 2, alpha = 0.1, R^2 train: 0.320, R^2 test: 0.189 best alpha via bootstrap CV: 0.01 AUC Train: 0.796, Explained Variance Score Train: 0.333 AUC Validation: 0.653, Explained Variance Score Validation: 0.196 AUC Test: 0.795, Explained Variance Score Test: 0.294 Bootstrap CV 12, alpha = 0.001, R^2 train: 0.232, R^2 test: 0.215 Bootstrap CV 12, alpha = 0.005, R^2 train: 0.232, R^2 test: 0.216 Bootstrap CV 12, alpha = 0.01, R^2 train: 0.232, R^2 test: 0.216 Bootstrap CV 12, alpha = 0.1, R^2 train: 0.213, R^2 test: 0.206 best alpha via bootstrap CV: 0.001 AUC Train: 0.737, Explained Variance Score Train: 0.232 AUC Validation: 0.698, Explained Variance Score Validation: 0.218 AUC Test: 0.795, Explained Variance Score Test: 0.291 Bootstrap CV 14, alpha = 0.001, R^2 train: 0.261, R^2 test: 0.311 Bootstrap CV 14, alpha = 0.005, R^2 train: 0.261, R^2 test: 0.310 Bootstrap CV 14, alpha = 0.01, R^2 train: 0.261, R^2 test: 0.308 Bootstrap CV 14, alpha = 0.1, R^2 train: 0.246, R^2 test: 0.271 best alpha via bootstrap CV: 0.001 AUC Train: 0.762, Explained Variance Score Train: 0.261 AUC Validation: 0.838, Explained Variance Score Validation: 0.336 AUC Test: 0.795, Explained Variance Score Test: 0.294 Bootstrap CV 13, alpha = 0.001, R^2 train: 0.325, R^2 test: 0.188 Bootstrap CV 13, alpha = 0.005, R^2 train: 0.325, R^2 test: 0.191 Bootstrap CV 13, alpha = 0.01, R^2 train: 0.325, R^2 test: 0.194 Bootstrap CV 13, alpha = 0.1, R^2 train: 0.314, R^2 test: 0.240 best alpha via bootstrap CV: 0.01 AUC Train: 0.791, Explained Variance Score Train: 0.325 AUC Validation: 0.794, Explained Variance Score Validation: 0.237 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 15, alpha = 0.001, R^2 train: 0.119, R^2 test: 0.231 Bootstrap CV 15, alpha = 0.005, R^2 train: 0.119, R^2 test: 0.229 Bootstrap CV 15, alpha = 0.01, R^2 train: 0.119, R^2 test: 0.226 Bootstrap CV 15, alpha = 0.1, R^2 train: 0.100, R^2 test: 0.162 best alpha via bootstrap CV: 0.001 AUC Train: 0.717, Explained Variance Score Train: 0.119 AUC Validation: 0.764, Explained Variance Score Validation: 0.231 AUC Test: 0.795, Explained Variance Score Test: 0.257 Running batch 2 of 7 with 16 nodes Bootstrap CV 25, alpha = 0.001, R^2 train: 0.313, R^2 test: 0.192 Bootstrap CV 25, alpha = 0.005, R^2 train: 0.313, R^2 test: 0.194 Bootstrap CV 25, alpha = 0.01, R^2 train: 0.313, R^2 test: 0.196 Bootstrap CV 25, alpha = 0.1, R^2 train: 0.301, R^2 test: 0.218 best alpha via bootstrap CV: 0.01 AUC Train: 0.788, Explained Variance Score Train: 0.313 AUC Validation: 0.747, Explained Variance Score Validation: 0.231 AUC Test: 0.795, Explained Variance Score Test: 0.294 Bootstrap CV 26, alpha = 0.001, R^2 train: 0.360, R^2 test: 0.095 Bootstrap CV 26, alpha = 0.005, R^2 train: 0.359, R^2 test: 0.097 Bootstrap CV 26, alpha = 0.01, R^2 train: 0.359, R^2 test: 0.099 Bootstrap CV 26, alpha = 0.1, R^2 train: 0.342, R^2 test: 0.125 best alpha via bootstrap CV: 0.1 AUC Train: 0.761, Explained Variance Score Train: 0.342 AUC Validation: 0.671, Explained Variance Score Validation: 0.125 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 20, alpha = 0.001, R^2 train: 0.290, R^2 test: 0.263 Bootstrap CV 20, alpha = 0.005, R^2 train: 0.290, R^2 test: 0.262 Bootstrap CV 20, alpha = 0.01, R^2 train: 0.290, R^2 test: 0.262 Bootstrap CV 20, alpha = 0.1, R^2 train: 0.278, R^2 test: 0.245 best alpha via bootstrap CV: 0.001 AUC Train: 0.754, Explained Variance Score Train: 0.290 AUC Validation: 0.798, Explained Variance Score Validation: 0.290 AUC Test: 0.795, Explained Variance Score Test: 0.291 Bootstrap CV 21, alpha = 0.001, R^2 train: 0.257, R^2 test: 0.178 Bootstrap CV 21, alpha = 0.005, R^2 train: 0.257, R^2 test: 0.179 Bootstrap CV 21, alpha = 0.01, R^2 train: 0.257, R^2 test: 0.181 Bootstrap CV 21, alpha = 0.1, R^2 train: 0.237, R^2 test: 0.185 best alpha via bootstrap CV: 0.001 AUC Train: 0.859, Explained Variance Score Train: 0.257 AUC Validation: 0.720, Explained Variance Score Validation: 0.178 AUC Test: 0.795, Explained Variance Score Test: 0.288 Bootstrap CV 24, alpha = 0.001, R^2 train: 0.362, R^2 test: 0.056 Bootstrap CV 24, alpha = 0.005, R^2 train: 0.362, R^2 test: 0.059 Bootstrap CV 24, alpha = 0.01, R^2 train: 0.362, R^2 test: 0.061 Bootstrap CV 24, alpha = 0.1, R^2 train: 0.348, R^2 test: 0.098 best alpha via bootstrap CV: 0.01 AUC Train: 0.770, Explained Variance Score Train: 0.362 AUC Validation: 0.666, Explained Variance Score Validation: 0.062 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 18, alpha = 0.001, R^2 train: 0.256, R^2 test: 0.218 Bootstrap CV 18, alpha = 0.005, R^2 train: 0.256, R^2 test: 0.220 Bootstrap CV 18, alpha = 0.01, R^2 train: 0.255, R^2 test: 0.222 Bootstrap CV 18, alpha = 0.1, R^2 train: 0.236, R^2 test: 0.234 best alpha via bootstrap CV: 0.001 AUC Train: 0.718, Explained Variance Score Train: 0.256 AUC Validation: 0.781, Explained Variance Score Validation: 0.232 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 19, alpha = 0.001, R^2 train: 0.257, R^2 test: 0.419 Bootstrap CV 19, alpha = 0.005, R^2 train: 0.257, R^2 test: 0.417 Bootstrap CV 19, alpha = 0.01, R^2 train: 0.257, R^2 test: 0.415 Bootstrap CV 19, alpha = 0.1, R^2 train: 0.244, R^2 test: 0.364 best alpha via bootstrap CV: 0.001 AUC Train: 0.763, Explained Variance Score Train: 0.257 AUC Validation: 0.835, Explained Variance Score Validation: 0.429 AUC Test: 0.795, Explained Variance Score Test: 0.294 Bootstrap CV 22, alpha = 0.001, R^2 train: 0.226, R^2 test: 0.215 Bootstrap CV 22, alpha = 0.005, R^2 train: 0.226, R^2 test: 0.216 Bootstrap CV 22, alpha = 0.01, R^2 train: 0.226, R^2 test: 0.216 Bootstrap CV 22, alpha = 0.1, R^2 train: 0.214, R^2 test: 0.214 best alpha via bootstrap CV: 0.01 AUC Train: 0.719, Explained Variance Score Train: 0.226 AUC Validation: 0.741, Explained Variance Score Validation: 0.221 AUC Test: 0.795, Explained Variance Score Test: 0.293 Bootstrap CV 23, alpha = 0.001, R^2 train: 0.282, R^2 test: 0.194 Bootstrap CV 23, alpha = 0.005, R^2 train: 0.282, R^2 test: 0.196 Bootstrap CV 23, alpha = 0.01, R^2 train: 0.282, R^2 test: 0.198 Bootstrap CV 23, alpha = 0.1, R^2 train: 0.264, R^2 test: 0.222 best alpha via bootstrap CV: 0.1 AUC Train: 0.686, Explained Variance Score Train: 0.264 AUC Validation: 0.789, Explained Variance Score Validation: 0.225 AUC Test: 0.795, Explained Variance Score Test: 0.291 Bootstrap CV 17, alpha = 0.001, R^2 train: 0.259, R^2 test: 0.231 Bootstrap CV 17, alpha = 0.005, R^2 train: 0.259, R^2 test: 0.230 Bootstrap CV 17, alpha = 0.01, R^2 train: 0.259, R^2 test: 0.230 Bootstrap CV 17, alpha = 0.1, R^2 train: 0.248, R^2 test: 0.211 best alpha via bootstrap CV: 0.001 AUC Train: 0.725, Explained Variance Score Train: 0.259 AUC Validation: 0.794, Explained Variance Score Validation: 0.237 AUC Test: 0.795, Explained Variance Score Test: 0.286 Bootstrap CV 16, alpha = 0.001, R^2 train: 0.234, R^2 test: 0.206 Bootstrap CV 16, alpha = 0.005, R^2 train: 0.234, R^2 test: 0.206 Bootstrap CV 16, alpha = 0.01, R^2 train: 0.234, R^2 test: 0.206 Bootstrap CV 16, alpha = 0.1, R^2 train: 0.218, R^2 test: 0.192 best alpha via bootstrap CV: 0.001 AUC Train: 0.772, Explained Variance Score Train: 0.234 AUC Validation: 0.725, Explained Variance Score Validation: 0.219 AUC Test: 0.795, Explained Variance Score Test: 0.291 Bootstrap CV 30, alpha = 0.001, R^2 train: 0.253, R^2 test: 0.370 Bootstrap CV 30, alpha = 0.005, R^2 train: 0.253, R^2 test: 0.368 Bootstrap CV 30, alpha = 0.01, R^2 train: 0.253, R^2 test: 0.366 Bootstrap CV 30, alpha = 0.1, R^2 train: 0.240, R^2 test: 0.322 best alpha via bootstrap CV: 0.01 AUC Train: 0.757, Explained Variance Score Train: 0.253 AUC Validation: 0.848, Explained Variance Score Validation: 0.368 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 29, alpha = 0.001, R^2 train: 0.353, R^2 test: 0.178 Bootstrap CV 29, alpha = 0.005, R^2 train: 0.353, R^2 test: 0.180 Bootstrap CV 29, alpha = 0.01, R^2 train: 0.353, R^2 test: 0.181 Bootstrap CV 29, alpha = 0.1, R^2 train: 0.337, R^2 test: 0.192 best alpha via bootstrap CV: 0.01 AUC Train: 0.825, Explained Variance Score Train: 0.353 AUC Validation: 0.723, Explained Variance Score Validation: 0.188 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 28, alpha = 0.001, R^2 train: 0.272, R^2 test: 0.440 Bootstrap CV 28, alpha = 0.005, R^2 train: 0.272, R^2 test: 0.438 Bootstrap CV 28, alpha = 0.01, R^2 train: 0.272, R^2 test: 0.436 Bootstrap CV 28, alpha = 0.1, R^2 train: 0.261, R^2 test: 0.391 best alpha via bootstrap CV: 0.001 AUC Train: 0.738, Explained Variance Score Train: 0.272 AUC Validation: 0.882, Explained Variance Score Validation: 0.442 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 27, alpha = 0.001, R^2 train: 0.337, R^2 test: 0.151 Bootstrap CV 27, alpha = 0.005, R^2 train: 0.337, R^2 test: 0.152 Bootstrap CV 27, alpha = 0.01, R^2 train: 0.337, R^2 test: 0.153 Bootstrap CV 27, alpha = 0.1, R^2 train: 0.326, R^2 test: 0.166 best alpha via bootstrap CV: 0.01 AUC Train: 0.811, Explained Variance Score Train: 0.337 AUC Validation: 0.688, Explained Variance Score Validation: 0.159 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 31, alpha = 0.001, R^2 train: 0.266, R^2 test: 0.364 Bootstrap CV 31, alpha = 0.005, R^2 train: 0.266, R^2 test: 0.363 Bootstrap CV 31, alpha = 0.01, R^2 train: 0.266, R^2 test: 0.362 Bootstrap CV 31, alpha = 0.1, R^2 train: 0.257, R^2 test: 0.335 best alpha via bootstrap CV: 0.001 AUC Train: 0.737, Explained Variance Score Train: 0.266 AUC Validation: 0.779, Explained Variance Score Validation: 0.364 AUC Test: 0.795, Explained Variance Score Test: 0.295 Running batch 3 of 7 with 16 nodes Bootstrap CV 37, alpha = 0.001, R^2 train: 0.289, R^2 test: 0.313 Bootstrap CV 37, alpha = 0.005, R^2 train: 0.289, R^2 test: 0.313 Bootstrap CV 37, alpha = 0.01, R^2 train: 0.289, R^2 test: 0.313 Bootstrap CV 37, alpha = 0.1, R^2 train: 0.282, R^2 test: 0.308 best alpha via bootstrap CV: 0.1 AUC Train: 0.730, Explained Variance Score Train: 0.282 AUC Validation: 0.829, Explained Variance Score Validation: 0.332 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 40, alpha = 0.001, R^2 train: 0.280, R^2 test: 0.063 Bootstrap CV 40, alpha = 0.005, R^2 train: 0.280, R^2 test: 0.066 Bootstrap CV 40, alpha = 0.01, R^2 train: 0.280, R^2 test: 0.068 Bootstrap CV 40, alpha = 0.1, R^2 train: 0.270, R^2 test: 0.106 best alpha via bootstrap CV: 0.1 AUC Train: 0.732, Explained Variance Score Train: 0.270 AUC Validation: 0.720, Explained Variance Score Validation: 0.111 AUC Test: 0.795, Explained Variance Score Test: 0.293 Bootstrap CV 41, alpha = 0.001, R^2 train: 0.312, R^2 test: 0.061 Bootstrap CV 41, alpha = 0.005, R^2 train: 0.312, R^2 test: 0.065 Bootstrap CV 41, alpha = 0.01, R^2 train: 0.312, R^2 test: 0.069 Bootstrap CV 41, alpha = 0.1, R^2 train: 0.295, R^2 test: 0.126 best alpha via bootstrap CV: 0.01 AUC Train: 0.795, Explained Variance Score Train: 0.312 AUC Validation: 0.622, Explained Variance Score Validation: 0.082 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 32, alpha = 0.001, R^2 train: 0.402, R^2 test: 0.182 Bootstrap CV 32, alpha = 0.005, R^2 train: 0.402, R^2 test: 0.183 Bootstrap CV 32, alpha = 0.01, R^2 train: 0.402, R^2 test: 0.185 Bootstrap CV 32, alpha = 0.1, R^2 train: 0.395, R^2 test: 0.208 best alpha via bootstrap CV: 0.1 AUC Train: 0.800, Explained Variance Score Train: 0.395 AUC Validation: 0.799, Explained Variance Score Validation: 0.219 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 35, alpha = 0.001, R^2 train: 0.189, R^2 test: 0.300 Bootstrap CV 35, alpha = 0.005, R^2 train: 0.189, R^2 test: 0.299 Bootstrap CV 35, alpha = 0.01, R^2 train: 0.189, R^2 test: 0.298 Bootstrap CV 35, alpha = 0.1, R^2 train: 0.172, R^2 test: 0.254 best alpha via bootstrap CV: 0.001 AUC Train: 0.764, Explained Variance Score Train: 0.189 AUC Validation: 0.797, Explained Variance Score Validation: 0.305 AUC Test: 0.795, Explained Variance Score Test: 0.281 Bootstrap CV 38, alpha = 0.001, R^2 train: 0.267, R^2 test: 0.175 Bootstrap CV 38, alpha = 0.005, R^2 train: 0.267, R^2 test: 0.176 Bootstrap CV 38, alpha = 0.01, R^2 train: 0.267, R^2 test: 0.178 Bootstrap CV 38, alpha = 0.1, R^2 train: 0.246, R^2 test: 0.187 best alpha via bootstrap CV: 0.01 AUC Train: 0.764, Explained Variance Score Train: 0.267 AUC Validation: 0.691, Explained Variance Score Validation: 0.179 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 36, alpha = 0.001, R^2 train: 0.263, R^2 test: 0.324 Bootstrap CV 36, alpha = 0.005, R^2 train: 0.263, R^2 test: 0.323 Bootstrap CV 36, alpha = 0.01, R^2 train: 0.263, R^2 test: 0.322 Bootstrap CV 36, alpha = 0.1, R^2 train: 0.243, R^2 test: 0.288 best alpha via bootstrap CV: 0.001 AUC Train: 0.791, Explained Variance Score Train: 0.263 AUC Validation: 0.752, Explained Variance Score Validation: 0.330 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 39, alpha = 0.001, R^2 train: 0.156, R^2 test: 0.363 Bootstrap CV 39, alpha = 0.005, R^2 train: 0.156, R^2 test: 0.359 Bootstrap CV 39, alpha = 0.01, R^2 train: 0.156, R^2 test: 0.354 Bootstrap CV 39, alpha = 0.1, R^2 train: 0.136, R^2 test: 0.257 best alpha via bootstrap CV: 0.001 AUC Train: 0.679, Explained Variance Score Train: 0.156 AUC Validation: 0.827, Explained Variance Score Validation: 0.363 AUC Test: 0.795, Explained Variance Score Test: 0.273 Bootstrap CV 33, alpha = 0.001, R^2 train: 0.216, R^2 test: 0.110 Bootstrap CV 33, alpha = 0.005, R^2 train: 0.216, R^2 test: 0.112 Bootstrap CV 33, alpha = 0.01, R^2 train: 0.216, R^2 test: 0.115 Bootstrap CV 33, alpha = 0.1, R^2 train: 0.201, R^2 test: 0.143 best alpha via bootstrap CV: 0.005 AUC Train: 0.710, Explained Variance Score Train: 0.216 AUC Validation: 0.755, Explained Variance Score Validation: 0.112 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 47, alpha = 0.001, R^2 train: 0.346, R^2 test: 0.037 Bootstrap CV 47, alpha = 0.005, R^2 train: 0.346, R^2 test: 0.043 Bootstrap CV 47, alpha = 0.01, R^2 train: 0.345, R^2 test: 0.051 Bootstrap CV 47, alpha = 0.1, R^2 train: 0.336, R^2 test: 0.162 best alpha via bootstrap CV: 0.1 AUC Train: 0.765, Explained Variance Score Train: 0.336 AUC Validation: 0.841, Explained Variance Score Validation: 0.167 AUC Test: 0.795, Explained Variance Score Test: 0.294 Bootstrap CV 43, alpha = 0.001, R^2 train: 0.257, R^2 test: 0.161 Bootstrap CV 43, alpha = 0.005, R^2 train: 0.257, R^2 test: 0.161 Bootstrap CV 43, alpha = 0.01, R^2 train: 0.257, R^2 test: 0.161 Bootstrap CV 43, alpha = 0.1, R^2 train: 0.245, R^2 test: 0.155 best alpha via bootstrap CV: 0.005 AUC Train: 0.757, Explained Variance Score Train: 0.257 AUC Validation: 0.676, Explained Variance Score Validation: 0.249 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 45, alpha = 0.001, R^2 train: 0.183, R^2 test: 0.234 Bootstrap CV 45, alpha = 0.005, R^2 train: 0.183, R^2 test: 0.232 Bootstrap CV 45, alpha = 0.01, R^2 train: 0.183, R^2 test: 0.229 Bootstrap CV 45, alpha = 0.1, R^2 train: 0.167, R^2 test: 0.176 best alpha via bootstrap CV: 0.001 AUC Train: 0.673, Explained Variance Score Train: 0.183 AUC Validation: 0.830, Explained Variance Score Validation: 0.282 AUC Test: 0.795, Explained Variance Score Test: 0.274 Bootstrap CV 34, alpha = 0.001, R^2 train: 0.282, R^2 test: 0.268 Bootstrap CV 34, alpha = 0.005, R^2 train: 0.282, R^2 test: 0.268 Bootstrap CV 34, alpha = 0.01, R^2 train: 0.282, R^2 test: 0.268 Bootstrap CV 34, alpha = 0.1, R^2 train: 0.270, R^2 test: 0.254 best alpha via bootstrap CV: 0.01 AUC Train: 0.688, Explained Variance Score Train: 0.282 AUC Validation: 0.706, Explained Variance Score Validation: 0.268 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 46, alpha = 0.001, R^2 train: 0.273, R^2 test: 0.342 Bootstrap CV 46, alpha = 0.005, R^2 train: 0.273, R^2 test: 0.341 Bootstrap CV 46, alpha = 0.01, R^2 train: 0.273, R^2 test: 0.339 Bootstrap CV 46, alpha = 0.1, R^2 train: 0.257, R^2 test: 0.296 best alpha via bootstrap CV: 0.01 AUC Train: 0.768, Explained Variance Score Train: 0.273 AUC Validation: 0.735, Explained Variance Score Validation: 0.350 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 42, alpha = 0.001, R^2 train: 0.239, R^2 test: 0.355 Bootstrap CV 42, alpha = 0.005, R^2 train: 0.239, R^2 test: 0.354 Bootstrap CV 42, alpha = 0.01, R^2 train: 0.239, R^2 test: 0.354 Bootstrap CV 42, alpha = 0.1, R^2 train: 0.219, R^2 test: 0.321 best alpha via bootstrap CV: 0.001 AUC Train: 0.728, Explained Variance Score Train: 0.239 AUC Validation: 0.808, Explained Variance Score Validation: 0.368 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 44, alpha = 0.001, R^2 train: 0.262, R^2 test: 0.258 Bootstrap CV 44, alpha = 0.005, R^2 train: 0.262, R^2 test: 0.259 Bootstrap CV 44, alpha = 0.01, R^2 train: 0.262, R^2 test: 0.259 Bootstrap CV 44, alpha = 0.1, R^2 train: 0.254, R^2 test: 0.253 best alpha via bootstrap CV: 0.01 AUC Train: 0.760, Explained Variance Score Train: 0.262 AUC Validation: 0.832, Explained Variance Score Validation: 0.265 AUC Test: 0.795, Explained Variance Score Test: 0.295 Running batch 4 of 7 with 16 nodes Bootstrap CV 55, alpha = 0.001, R^2 train: 0.258, R^2 test: 0.222 Bootstrap CV 55, alpha = 0.005, R^2 train: 0.258, R^2 test: 0.222 Bootstrap CV 55, alpha = 0.01, R^2 train: 0.257, R^2 test: 0.222 Bootstrap CV 55, alpha = 0.1, R^2 train: 0.247, R^2 test: 0.207 best alpha via bootstrap CV: 0.001 AUC Train: 0.700, Explained Variance Score Train: 0.258 AUC Validation: 0.806, Explained Variance Score Validation: 0.277 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 56, alpha = 0.001, R^2 train: 0.345, R^2 test: 0.229 Bootstrap CV 56, alpha = 0.005, R^2 train: 0.345, R^2 test: 0.230 Bootstrap CV 56, alpha = 0.01, R^2 train: 0.344, R^2 test: 0.231 Bootstrap CV 56, alpha = 0.1, R^2 train: 0.334, R^2 test: 0.236 best alpha via bootstrap CV: 0.1 AUC Train: 0.828, Explained Variance Score Train: 0.334 AUC Validation: 0.632, Explained Variance Score Validation: 0.247 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 58, alpha = 0.001, R^2 train: 0.396, R^2 test: 0.252 Bootstrap CV 58, alpha = 0.005, R^2 train: 0.396, R^2 test: 0.254 Bootstrap CV 58, alpha = 0.01, R^2 train: 0.396, R^2 test: 0.256 Bootstrap CV 58, alpha = 0.1, R^2 train: 0.379, R^2 test: 0.274 best alpha via bootstrap CV: 0.1 AUC Train: 0.815, Explained Variance Score Train: 0.379 AUC Validation: 0.756, Explained Variance Score Validation: 0.285 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 57, alpha = 0.001, R^2 train: 0.319, R^2 test: 0.338 Bootstrap CV 57, alpha = 0.005, R^2 train: 0.319, R^2 test: 0.337 Bootstrap CV 57, alpha = 0.01, R^2 train: 0.319, R^2 test: 0.336 Bootstrap CV 57, alpha = 0.1, R^2 train: 0.300, R^2 test: 0.301 best alpha via bootstrap CV: 0.01 AUC Train: 0.736, Explained Variance Score Train: 0.319 AUC Validation: 0.823, Explained Variance Score Validation: 0.336 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 48, alpha = 0.001, R^2 train: 0.239, R^2 test: 0.294 Bootstrap CV 48, alpha = 0.005, R^2 train: 0.239, R^2 test: 0.292 Bootstrap CV 48, alpha = 0.01, R^2 train: 0.239, R^2 test: 0.290 Bootstrap CV 48, alpha = 0.1, R^2 train: 0.222, R^2 test: 0.245 best alpha via bootstrap CV: 0.001 AUC Train: 0.712, Explained Variance Score Train: 0.239 AUC Validation: 0.780, Explained Variance Score Validation: 0.297 AUC Test: 0.795, Explained Variance Score Test: 0.290 Bootstrap CV 50, alpha = 0.001, R^2 train: 0.319, R^2 test: 0.382 Bootstrap CV 50, alpha = 0.005, R^2 train: 0.319, R^2 test: 0.380 Bootstrap CV 50, alpha = 0.01, R^2 train: 0.319, R^2 test: 0.379 Bootstrap CV 50, alpha = 0.1, R^2 train: 0.307, R^2 test: 0.341 best alpha via bootstrap CV: 0.001 AUC Train: 0.798, Explained Variance Score Train: 0.319 AUC Validation: 0.833, Explained Variance Score Validation: 0.383 AUC Test: 0.795, Explained Variance Score Test: 0.293 Bootstrap CV 49, alpha = 0.001, R^2 train: 0.234, R^2 test: 0.222 Bootstrap CV 49, alpha = 0.005, R^2 train: 0.234, R^2 test: 0.222 Bootstrap CV 49, alpha = 0.01, R^2 train: 0.234, R^2 test: 0.222 Bootstrap CV 49, alpha = 0.1, R^2 train: 0.216, R^2 test: 0.211 best alpha via bootstrap CV: 0.001 AUC Train: 0.727, Explained Variance Score Train: 0.234 AUC Validation: 0.744, Explained Variance Score Validation: 0.248 AUC Test: 0.795, Explained Variance Score Test: 0.294 Bootstrap CV 53, alpha = 0.001, R^2 train: 0.233, R^2 test: 0.303 Bootstrap CV 53, alpha = 0.005, R^2 train: 0.233, R^2 test: 0.302 Bootstrap CV 53, alpha = 0.01, R^2 train: 0.233, R^2 test: 0.301 Bootstrap CV 53, alpha = 0.1, R^2 train: 0.223, R^2 test: 0.278 best alpha via bootstrap CV: 0.001 AUC Train: 0.702, Explained Variance Score Train: 0.233 AUC Validation: 0.730, Explained Variance Score Validation: 0.324 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 54, alpha = 0.001, R^2 train: 0.258, R^2 test: 0.124 Bootstrap CV 54, alpha = 0.005, R^2 train: 0.258, R^2 test: 0.125 Bootstrap CV 54, alpha = 0.01, R^2 train: 0.258, R^2 test: 0.127 Bootstrap CV 54, alpha = 0.1, R^2 train: 0.245, R^2 test: 0.144 best alpha via bootstrap CV: 0.001 AUC Train: 0.767, Explained Variance Score Train: 0.258 AUC Validation: 0.787, Explained Variance Score Validation: 0.202 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 51, alpha = 0.001, R^2 train: 0.312, R^2 test: 0.361 Bootstrap CV 51, alpha = 0.005, R^2 train: 0.312, R^2 test: 0.360 Bootstrap CV 51, alpha = 0.01, R^2 train: 0.312, R^2 test: 0.358 Bootstrap CV 51, alpha = 0.1, R^2 train: 0.301, R^2 test: 0.321 best alpha via bootstrap CV: 0.01 AUC Train: 0.756, Explained Variance Score Train: 0.312 AUC Validation: 0.702, Explained Variance Score Validation: 0.358 AUC Test: 0.795, Explained Variance Score Test: 0.294 Bootstrap CV 52, alpha = 0.001, R^2 train: 0.268, R^2 test: -0.069 Bootstrap CV 52, alpha = 0.005, R^2 train: 0.268, R^2 test: -0.066 Bootstrap CV 52, alpha = 0.01, R^2 train: 0.268, R^2 test: -0.062 Bootstrap CV 52, alpha = 0.1, R^2 train: 0.256, R^2 test: -0.004 best alpha via bootstrap CV: 0.01 AUC Train: 0.685, Explained Variance Score Train: 0.268 AUC Validation: 0.489, Explained Variance Score Validation: -0.061 AUC Test: 0.795, Explained Variance Score Test: 0.294 Bootstrap CV 62, alpha = 0.001, R^2 train: 0.309, R^2 test: 0.342 Bootstrap CV 62, alpha = 0.005, R^2 train: 0.309, R^2 test: 0.341 Bootstrap CV 62, alpha = 0.01, R^2 train: 0.309, R^2 test: 0.340 Bootstrap CV 62, alpha = 0.1, R^2 train: 0.290, R^2 test: 0.312 best alpha via bootstrap CV: 0.001 AUC Train: 0.833, Explained Variance Score Train: 0.309 AUC Validation: 0.751, Explained Variance Score Validation: 0.342 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 61, alpha = 0.001, R^2 train: 0.238, R^2 test: 0.240 Bootstrap CV 61, alpha = 0.005, R^2 train: 0.238, R^2 test: 0.239 Bootstrap CV 61, alpha = 0.01, R^2 train: 0.238, R^2 test: 0.239 Bootstrap CV 61, alpha = 0.1, R^2 train: 0.229, R^2 test: 0.219 best alpha via bootstrap CV: 0.001 AUC Train: 0.731, Explained Variance Score Train: 0.238 AUC Validation: 0.729, Explained Variance Score Validation: 0.242 AUC Test: 0.795, Explained Variance Score Test: 0.290 Bootstrap CV 60, alpha = 0.001, R^2 train: 0.326, R^2 test: -0.480 Bootstrap CV 60, alpha = 0.005, R^2 train: 0.326, R^2 test: -0.471 Bootstrap CV 60, alpha = 0.01, R^2 train: 0.326, R^2 test: -0.460 Bootstrap CV 60, alpha = 0.1, R^2 train: 0.317, R^2 test: -0.276 best alpha via bootstrap CV: 0.01 AUC Train: 0.767, Explained Variance Score Train: 0.326 AUC Validation: 0.672, Explained Variance Score Validation: -0.449 AUC Test: 0.795, Explained Variance Score Test: 0.294 Bootstrap CV 59, alpha = 0.001, R^2 train: 0.281, R^2 test: 0.286 Bootstrap CV 59, alpha = 0.005, R^2 train: 0.281, R^2 test: 0.285 Bootstrap CV 59, alpha = 0.01, R^2 train: 0.281, R^2 test: 0.284 Bootstrap CV 59, alpha = 0.1, R^2 train: 0.263, R^2 test: 0.253 best alpha via bootstrap CV: 0.01 AUC Train: 0.774, Explained Variance Score Train: 0.281 AUC Validation: 0.786, Explained Variance Score Validation: 0.284 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 63, alpha = 0.001, R^2 train: 0.395, R^2 test: 0.175 Bootstrap CV 63, alpha = 0.005, R^2 train: 0.395, R^2 test: 0.176 Bootstrap CV 63, alpha = 0.01, R^2 train: 0.395, R^2 test: 0.177 Bootstrap CV 63, alpha = 0.1, R^2 train: 0.384, R^2 test: 0.193 best alpha via bootstrap CV: 0.1 AUC Train: 0.761, Explained Variance Score Train: 0.384 AUC Validation: 0.753, Explained Variance Score Validation: 0.203 AUC Test: 0.795, Explained Variance Score Test: 0.295 Running batch 5 of 7 with 16 nodes Bootstrap CV 73, alpha = 0.001, R^2 train: 0.311, R^2 test: 0.119 Bootstrap CV 73, alpha = 0.005, R^2 train: 0.311, R^2 test: 0.122 Bootstrap CV 73, alpha = 0.01, R^2 train: 0.311, R^2 test: 0.125 Bootstrap CV 73, alpha = 0.1, R^2 train: 0.298, R^2 test: 0.167 best alpha via bootstrap CV: 0.1 AUC Train: 0.794, Explained Variance Score Train: 0.298 AUC Validation: 0.653, Explained Variance Score Validation: 0.167 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 74, alpha = 0.001, R^2 train: 0.339, R^2 test: 0.248 Bootstrap CV 74, alpha = 0.005, R^2 train: 0.339, R^2 test: 0.248 Bootstrap CV 74, alpha = 0.01, R^2 train: 0.339, R^2 test: 0.248 Bootstrap CV 74, alpha = 0.1, R^2 train: 0.328, R^2 test: 0.238 best alpha via bootstrap CV: 0.01 AUC Train: 0.793, Explained Variance Score Train: 0.339 AUC Validation: 0.787, Explained Variance Score Validation: 0.253 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 69, alpha = 0.001, R^2 train: 0.383, R^2 test: 0.280 Bootstrap CV 69, alpha = 0.005, R^2 train: 0.383, R^2 test: 0.282 Bootstrap CV 69, alpha = 0.01, R^2 train: 0.383, R^2 test: 0.283 Bootstrap CV 69, alpha = 0.1, R^2 train: 0.373, R^2 test: 0.302 best alpha via bootstrap CV: 0.1 AUC Train: 0.808, Explained Variance Score Train: 0.373 AUC Validation: 0.728, Explained Variance Score Validation: 0.311 AUC Test: 0.795, Explained Variance Score Test: 0.280 Bootstrap CV 66, alpha = 0.001, R^2 train: 0.353, R^2 test: 0.311 Bootstrap CV 66, alpha = 0.005, R^2 train: 0.353, R^2 test: 0.310 Bootstrap CV 66, alpha = 0.01, R^2 train: 0.353, R^2 test: 0.310 Bootstrap CV 66, alpha = 0.1, R^2 train: 0.342, R^2 test: 0.295 best alpha via bootstrap CV: 0.1 AUC Train: 0.777, Explained Variance Score Train: 0.342 AUC Validation: 0.803, Explained Variance Score Validation: 0.296 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 68, alpha = 0.001, R^2 train: 0.222, R^2 test: 0.304 Bootstrap CV 68, alpha = 0.005, R^2 train: 0.222, R^2 test: 0.303 Bootstrap CV 68, alpha = 0.01, R^2 train: 0.222, R^2 test: 0.303 Bootstrap CV 68, alpha = 0.1, R^2 train: 0.212, R^2 test: 0.282 best alpha via bootstrap CV: 0.001 AUC Train: 0.655, Explained Variance Score Train: 0.222 AUC Validation: 0.838, Explained Variance Score Validation: 0.304 AUC Test: 0.795, Explained Variance Score Test: 0.294 Bootstrap CV 70, alpha = 0.001, R^2 train: 0.235, R^2 test: 0.264 Bootstrap CV 70, alpha = 0.005, R^2 train: 0.235, R^2 test: 0.262 Bootstrap CV 70, alpha = 0.01, R^2 train: 0.235, R^2 test: 0.261 Bootstrap CV 70, alpha = 0.1, R^2 train: 0.218, R^2 test: 0.222 best alpha via bootstrap CV: 0.001 AUC Train: 0.767, Explained Variance Score Train: 0.235 AUC Validation: 0.760, Explained Variance Score Validation: 0.285 AUC Test: 0.795, Explained Variance Score Test: 0.290 Bootstrap CV 71, alpha = 0.001, R^2 train: 0.253, R^2 test: 0.254 Bootstrap CV 71, alpha = 0.005, R^2 train: 0.253, R^2 test: 0.254 Bootstrap CV 71, alpha = 0.01, R^2 train: 0.253, R^2 test: 0.253 Bootstrap CV 71, alpha = 0.1, R^2 train: 0.237, R^2 test: 0.225 best alpha via bootstrap CV: 0.001 AUC Train: 0.746, Explained Variance Score Train: 0.253 AUC Validation: 0.768, Explained Variance Score Validation: 0.258 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 67, alpha = 0.001, R^2 train: 0.256, R^2 test: 0.277 Bootstrap CV 67, alpha = 0.005, R^2 train: 0.256, R^2 test: 0.276 Bootstrap CV 67, alpha = 0.01, R^2 train: 0.256, R^2 test: 0.274 Bootstrap CV 67, alpha = 0.1, R^2 train: 0.236, R^2 test: 0.229 best alpha via bootstrap CV: 0.001 AUC Train: 0.765, Explained Variance Score Train: 0.256 AUC Validation: 0.748, Explained Variance Score Validation: 0.315 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 72, alpha = 0.001, R^2 train: 0.177, R^2 test: 0.189 Bootstrap CV 72, alpha = 0.005, R^2 train: 0.177, R^2 test: 0.190 Bootstrap CV 72, alpha = 0.01, R^2 train: 0.177, R^2 test: 0.190 Bootstrap CV 72, alpha = 0.1, R^2 train: 0.162, R^2 test: 0.172 best alpha via bootstrap CV: 0.001 AUC Train: 0.702, Explained Variance Score Train: 0.177 AUC Validation: 0.577, Explained Variance Score Validation: 0.272 AUC Test: 0.795, Explained Variance Score Test: 0.281 Bootstrap CV 64, alpha = 0.001, R^2 train: 0.196, R^2 test: 0.408 Bootstrap CV 64, alpha = 0.005, R^2 train: 0.195, R^2 test: 0.406 Bootstrap CV 64, alpha = 0.01, R^2 train: 0.195, R^2 test: 0.403 Bootstrap CV 64, alpha = 0.1, R^2 train: 0.175, R^2 test: 0.324 best alpha via bootstrap CV: 0.001 AUC Train: 0.744, Explained Variance Score Train: 0.196 AUC Validation: 0.817, Explained Variance Score Validation: 0.423 AUC Test: 0.795, Explained Variance Score Test: 0.292 Bootstrap CV 77, alpha = 0.001, R^2 train: 0.216, R^2 test: 0.127 Bootstrap CV 77, alpha = 0.005, R^2 train: 0.216, R^2 test: 0.129 Bootstrap CV 77, alpha = 0.01, R^2 train: 0.216, R^2 test: 0.130 Bootstrap CV 77, alpha = 0.1, R^2 train: 0.198, R^2 test: 0.140 best alpha via bootstrap CV: 0.001 AUC Train: 0.715, Explained Variance Score Train: 0.216 AUC Validation: 0.729, Explained Variance Score Validation: 0.130 AUC Test: 0.795, Explained Variance Score Test: 0.294 Bootstrap CV 75, alpha = 0.001, R^2 train: 0.260, R^2 test: 0.187 Bootstrap CV 75, alpha = 0.005, R^2 train: 0.259, R^2 test: 0.188 Bootstrap CV 75, alpha = 0.01, R^2 train: 0.259, R^2 test: 0.188 Bootstrap CV 75, alpha = 0.1, R^2 train: 0.246, R^2 test: 0.181 best alpha via bootstrap CV: 0.001 AUC Train: 0.782, Explained Variance Score Train: 0.260 AUC Validation: 0.880, Explained Variance Score Validation: 0.188 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 78, alpha = 0.001, R^2 train: 0.251, R^2 test: 0.158 Bootstrap CV 78, alpha = 0.005, R^2 train: 0.251, R^2 test: 0.160 Bootstrap CV 78, alpha = 0.01, R^2 train: 0.251, R^2 test: 0.163 Bootstrap CV 78, alpha = 0.1, R^2 train: 0.237, R^2 test: 0.193 best alpha via bootstrap CV: 0.01 AUC Train: 0.763, Explained Variance Score Train: 0.251 AUC Validation: 0.791, Explained Variance Score Validation: 0.186 AUC Test: 0.795, Explained Variance Score Test: 0.294 Bootstrap CV 65, alpha = 0.001, R^2 train: 0.336, R^2 test: 0.311 Bootstrap CV 65, alpha = 0.005, R^2 train: 0.336, R^2 test: 0.312 Bootstrap CV 65, alpha = 0.01, R^2 train: 0.335, R^2 test: 0.313 Bootstrap CV 65, alpha = 0.1, R^2 train: 0.322, R^2 test: 0.321 best alpha via bootstrap CV: 0.1 AUC Train: 0.843, Explained Variance Score Train: 0.322 AUC Validation: 0.721, Explained Variance Score Validation: 0.321 AUC Test: 0.795, Explained Variance Score Test: 0.293 Bootstrap CV 76, alpha = 0.001, R^2 train: 0.229, R^2 test: 0.233 Bootstrap CV 76, alpha = 0.005, R^2 train: 0.229, R^2 test: 0.233 Bootstrap CV 76, alpha = 0.01, R^2 train: 0.229, R^2 test: 0.233 Bootstrap CV 76, alpha = 0.1, R^2 train: 0.220, R^2 test: 0.223 best alpha via bootstrap CV: 0.01 AUC Train: 0.744, Explained Variance Score Train: 0.229 AUC Validation: 0.694, Explained Variance Score Validation: 0.240 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 79, alpha = 0.001, R^2 train: 0.287, R^2 test: 0.265 Bootstrap CV 79, alpha = 0.005, R^2 train: 0.287, R^2 test: 0.265 Bootstrap CV 79, alpha = 0.01, R^2 train: 0.286, R^2 test: 0.265 Bootstrap CV 79, alpha = 0.1, R^2 train: 0.275, R^2 test: 0.252 best alpha via bootstrap CV: 0.01 AUC Train: 0.778, Explained Variance Score Train: 0.286 AUC Validation: 0.860, Explained Variance Score Validation: 0.299 AUC Test: 0.795, Explained Variance Score Test: 0.295 Running batch 6 of 7 with 16 nodes Bootstrap CV 84, alpha = 0.001, R^2 train: 0.266, R^2 test: 0.404 Bootstrap CV 84, alpha = 0.005, R^2 train: 0.266, R^2 test: 0.402 Bootstrap CV 84, alpha = 0.01, R^2 train: 0.266, R^2 test: 0.400 Bootstrap CV 84, alpha = 0.1, R^2 train: 0.248, R^2 test: 0.339 best alpha via bootstrap CV: 0.001 AUC Train: 0.703, Explained Variance Score Train: 0.266 AUC Validation: 0.885, Explained Variance Score Validation: 0.408 AUC Test: 0.795, Explained Variance Score Test: 0.285 Bootstrap CV 87, alpha = 0.001, R^2 train: 0.238, R^2 test: 0.280 Bootstrap CV 87, alpha = 0.005, R^2 train: 0.238, R^2 test: 0.280 Bootstrap CV 87, alpha = 0.01, R^2 train: 0.238, R^2 test: 0.279 Bootstrap CV 87, alpha = 0.1, R^2 train: 0.223, R^2 test: 0.249 best alpha via bootstrap CV: 0.001 AUC Train: 0.789, Explained Variance Score Train: 0.238 AUC Validation: 0.813, Explained Variance Score Validation: 0.283 AUC Test: 0.795, Explained Variance Score Test: 0.294 Bootstrap CV 86, alpha = 0.001, R^2 train: 0.371, R^2 test: 0.306 Bootstrap CV 86, alpha = 0.005, R^2 train: 0.371, R^2 test: 0.307 Bootstrap CV 86, alpha = 0.01, R^2 train: 0.371, R^2 test: 0.308 Bootstrap CV 86, alpha = 0.1, R^2 train: 0.357, R^2 test: 0.315 best alpha via bootstrap CV: 0.1 AUC Train: 0.776, Explained Variance Score Train: 0.357 AUC Validation: 0.733, Explained Variance Score Validation: 0.321 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 85, alpha = 0.001, R^2 train: 0.357, R^2 test: 0.285 Bootstrap CV 85, alpha = 0.005, R^2 train: 0.357, R^2 test: 0.285 Bootstrap CV 85, alpha = 0.01, R^2 train: 0.357, R^2 test: 0.285 Bootstrap CV 85, alpha = 0.1, R^2 train: 0.341, R^2 test: 0.266 best alpha via bootstrap CV: 0.01 AUC Train: 0.766, Explained Variance Score Train: 0.357 AUC Validation: 0.652, Explained Variance Score Validation: 0.286 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 88, alpha = 0.001, R^2 train: 0.240, R^2 test: 0.246 Bootstrap CV 88, alpha = 0.005, R^2 train: 0.240, R^2 test: 0.247 Bootstrap CV 88, alpha = 0.01, R^2 train: 0.240, R^2 test: 0.247 Bootstrap CV 88, alpha = 0.1, R^2 train: 0.222, R^2 test: 0.234 best alpha via bootstrap CV: 0.01 AUC Train: 0.716, Explained Variance Score Train: 0.240 AUC Validation: 0.762, Explained Variance Score Validation: 0.250 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 81, alpha = 0.001, R^2 train: 0.347, R^2 test: 0.389 Bootstrap CV 81, alpha = 0.005, R^2 train: 0.347, R^2 test: 0.389 Bootstrap CV 81, alpha = 0.01, R^2 train: 0.347, R^2 test: 0.389 Bootstrap CV 81, alpha = 0.1, R^2 train: 0.336, R^2 test: 0.383 best alpha via bootstrap CV: 0.1 AUC Train: 0.798, Explained Variance Score Train: 0.336 AUC Validation: 0.767, Explained Variance Score Validation: 0.383 AUC Test: 0.795, Explained Variance Score Test: 0.294 Bootstrap CV 90, alpha = 0.001, R^2 train: 0.237, R^2 test: -0.214 Bootstrap CV 90, alpha = 0.005, R^2 train: 0.237, R^2 test: -0.209 Bootstrap CV 90, alpha = 0.01, R^2 train: 0.237, R^2 test: -0.203 Bootstrap CV 90, alpha = 0.1, R^2 train: 0.225, R^2 test: -0.108 best alpha via bootstrap CV: 0.001 AUC Train: 0.737, Explained Variance Score Train: 0.237 AUC Validation: 0.561, Explained Variance Score Validation: -0.181 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 89, alpha = 0.001, R^2 train: 0.389, R^2 test: 0.182 Bootstrap CV 89, alpha = 0.005, R^2 train: 0.389, R^2 test: 0.184 Bootstrap CV 89, alpha = 0.01, R^2 train: 0.389, R^2 test: 0.187 Bootstrap CV 89, alpha = 0.1, R^2 train: 0.383, R^2 test: 0.230 best alpha via bootstrap CV: 0.1 AUC Train: 0.794, Explained Variance Score Train: 0.383 AUC Validation: 0.771, Explained Variance Score Validation: 0.230 AUC Test: 0.795, Explained Variance Score Test: 0.275 Bootstrap CV 80, alpha = 0.001, R^2 train: 0.222, R^2 test: 0.082 Bootstrap CV 80, alpha = 0.005, R^2 train: 0.222, R^2 test: 0.082 Bootstrap CV 80, alpha = 0.01, R^2 train: 0.222, R^2 test: 0.083 Bootstrap CV 80, alpha = 0.1, R^2 train: 0.204, R^2 test: 0.085 best alpha via bootstrap CV: 0.001 AUC Train: 0.738, Explained Variance Score Train: 0.222 AUC Validation: 0.589, Explained Variance Score Validation: 0.087 AUC Test: 0.795, Explained Variance Score Test: 0.283 Bootstrap CV 83, alpha = 0.001, R^2 train: 0.280, R^2 test: 0.390 Bootstrap CV 83, alpha = 0.005, R^2 train: 0.280, R^2 test: 0.389 Bootstrap CV 83, alpha = 0.01, R^2 train: 0.279, R^2 test: 0.388 Bootstrap CV 83, alpha = 0.1, R^2 train: 0.269, R^2 test: 0.353 best alpha via bootstrap CV: 0.001 AUC Train: 0.771, Explained Variance Score Train: 0.280 AUC Validation: 0.811, Explained Variance Score Validation: 0.391 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 93, alpha = 0.001, R^2 train: 0.365, R^2 test: 0.227 Bootstrap CV 93, alpha = 0.005, R^2 train: 0.365, R^2 test: 0.228 Bootstrap CV 93, alpha = 0.01, R^2 train: 0.365, R^2 test: 0.229 Bootstrap CV 93, alpha = 0.1, R^2 train: 0.355, R^2 test: 0.238 best alpha via bootstrap CV: 0.1 AUC Train: 0.774, Explained Variance Score Train: 0.355 AUC Validation: 0.778, Explained Variance Score Validation: 0.242 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 94, alpha = 0.001, R^2 train: 0.337, R^2 test: 0.365 Bootstrap CV 94, alpha = 0.005, R^2 train: 0.337, R^2 test: 0.364 Bootstrap CV 94, alpha = 0.01, R^2 train: 0.337, R^2 test: 0.363 Bootstrap CV 94, alpha = 0.1, R^2 train: 0.323, R^2 test: 0.332 best alpha via bootstrap CV: 0.01 AUC Train: 0.769, Explained Variance Score Train: 0.337 AUC Validation: 0.717, Explained Variance Score Validation: 0.364 AUC Test: 0.795, Explained Variance Score Test: 0.294 Bootstrap CV 91, alpha = 0.001, R^2 train: 0.314, R^2 test: -0.097 Bootstrap CV 91, alpha = 0.005, R^2 train: 0.314, R^2 test: -0.092 Bootstrap CV 91, alpha = 0.01, R^2 train: 0.313, R^2 test: -0.085 Bootstrap CV 91, alpha = 0.1, R^2 train: 0.299, R^2 test: 0.015 best alpha via bootstrap CV: 0.1 AUC Train: 0.773, Explained Variance Score Train: 0.299 AUC Validation: 0.649, Explained Variance Score Validation: 0.041 AUC Test: 0.795, Explained Variance Score Test: 0.293 Bootstrap CV 92, alpha = 0.001, R^2 train: 0.283, R^2 test: 0.314 Bootstrap CV 92, alpha = 0.005, R^2 train: 0.283, R^2 test: 0.312 Bootstrap CV 92, alpha = 0.01, R^2 train: 0.283, R^2 test: 0.311 Bootstrap CV 92, alpha = 0.1, R^2 train: 0.265, R^2 test: 0.270 best alpha via bootstrap CV: 0.001 AUC Train: 0.771, Explained Variance Score Train: 0.283 AUC Validation: 0.779, Explained Variance Score Validation: 0.314 AUC Test: 0.795, Explained Variance Score Test: 0.292 Bootstrap CV 82, alpha = 0.001, R^2 train: 0.223, R^2 test: 0.280 Bootstrap CV 82, alpha = 0.005, R^2 train: 0.223, R^2 test: 0.279 Bootstrap CV 82, alpha = 0.01, R^2 train: 0.223, R^2 test: 0.278 Bootstrap CV 82, alpha = 0.1, R^2 train: 0.210, R^2 test: 0.246 best alpha via bootstrap CV: 0.001 AUC Train: 0.741, Explained Variance Score Train: 0.223 AUC Validation: 0.766, Explained Variance Score Validation: 0.310 AUC Test: 0.795, Explained Variance Score Test: 0.294 Bootstrap CV 95, alpha = 0.001, R^2 train: 0.209, R^2 test: 0.316 Bootstrap CV 95, alpha = 0.005, R^2 train: 0.209, R^2 test: 0.315 Bootstrap CV 95, alpha = 0.01, R^2 train: 0.208, R^2 test: 0.314 Bootstrap CV 95, alpha = 0.1, R^2 train: 0.188, R^2 test: 0.276 best alpha via bootstrap CV: 0.001 AUC Train: 0.749, Explained Variance Score Train: 0.209 AUC Validation: 0.771, Explained Variance Score Validation: 0.316 AUC Test: 0.795, Explained Variance Score Test: 0.295 Running batch 7 of 7 with 4 nodes Bootstrap CV 98, alpha = 0.001, R^2 train: 0.231, R^2 test: 0.230 Bootstrap CV 98, alpha = 0.005, R^2 train: 0.231, R^2 test: 0.230 Bootstrap CV 98, alpha = 0.01, R^2 train: 0.230, R^2 test: 0.229 Bootstrap CV 98, alpha = 0.1, R^2 train: 0.213, R^2 test: 0.204 best alpha via bootstrap CV: 0.001 AUC Train: 0.716, Explained Variance Score Train: 0.231 AUC Validation: 0.706, Explained Variance Score Validation: 0.261 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 99, alpha = 0.001, R^2 train: 0.311, R^2 test: -0.195 Bootstrap CV 99, alpha = 0.005, R^2 train: 0.311, R^2 test: -0.190 Bootstrap CV 99, alpha = 0.01, R^2 train: 0.311, R^2 test: -0.184 Bootstrap CV 99, alpha = 0.1, R^2 train: 0.301, R^2 test: -0.091 best alpha via bootstrap CV: 0.1 AUC Train: 0.731, Explained Variance Score Train: 0.301 AUC Validation: 0.600, Explained Variance Score Validation: -0.083 AUC Test: 0.795, Explained Variance Score Test: 0.295 Bootstrap CV 97, alpha = 0.001, R^2 train: 0.312, R^2 test: 0.082 Bootstrap CV 97, alpha = 0.005, R^2 train: 0.312, R^2 test: 0.083 Bootstrap CV 97, alpha = 0.01, R^2 train: 0.312, R^2 test: 0.084 Bootstrap CV 97, alpha = 0.1, R^2 train: 0.302, R^2 test: 0.100 best alpha via bootstrap CV: 0.01 AUC Train: 0.804, Explained Variance Score Train: 0.312 AUC Validation: 0.572, Explained Variance Score Validation: 0.111 AUC Test: 0.795, Explained Variance Score Test: 0.294 Bootstrap CV 96, alpha = 0.001, R^2 train: 0.104, R^2 test: 0.214 Bootstrap CV 96, alpha = 0.005, R^2 train: 0.104, R^2 test: 0.210 Bootstrap CV 96, alpha = 0.01, R^2 train: 0.104, R^2 test: 0.206 Bootstrap CV 96, alpha = 0.1, R^2 train: 0.083, R^2 test: 0.117 best alpha via bootstrap CV: 0.001 AUC Train: 0.675, Explained Variance Score Train: 0.104 AUC Validation: 0.784, Explained Variance Score Validation: 0.240 AUC Test: 0.795, Explained Variance Score Test: 0.238 total Variables 1 and total subjects: 1698 ->AUC validation: 0.748 95% CI: [0.733 , 0.763] ->AUC test: 0.795 95% CI: [0.795 , 0.795] ->R^2 validation: 0.247 95% CI: [0.222 , 0.272] ->R^2 test: 0.292 95% CI: [0.290 , 0.293] ->Explained Variance validation: 0.234 95% CI: [0.209 , 0.260] ->Explained Variance test: 0.287 95% CI: [0.285 , 0.290] Test set metrics: @threshold:1.976, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:1.593, sens:0.018, spec:1.000, ppv:1.000, acc:0.841, f1:0.036, mcc:0.000, total+:1, total-:338 @threshold:1.394, sens:0.018, spec:0.996, ppv:0.500, acc:0.838, f1:0.035, mcc:0.077, total+:2, total-:337 @threshold:1.350, sens:0.036, spec:0.996, ppv:0.667, acc:0.841, f1:0.069, mcc:0.141, total+:3, total-:336 @threshold:1.234, sens:0.073, spec:0.993, ppv:0.667, acc:0.844, f1:0.131, mcc:0.100, total+:6, total-:333 @threshold:1.205, sens:0.091, spec:0.993, ppv:0.714, acc:0.847, f1:0.161, mcc:0.118, total+:7, total-:332 @threshold:1.072, sens:0.145, spec:0.989, ppv:0.727, acc:0.853, f1:0.242, mcc:0.102, total+:11, total-:328 @threshold:1.035, sens:0.164, spec:0.989, ppv:0.750, acc:0.855, f1:0.269, mcc:0.110, total+:12, total-:327 @threshold:1.030, sens:0.164, spec:0.986, ppv:0.692, acc:0.853, f1:0.265, mcc:0.078, total+:13, total-:326 @threshold:0.941, sens:0.182, spec:0.986, ppv:0.714, acc:0.855, f1:0.290, mcc:0.084, total+:14, total-:325 @threshold:0.907, sens:0.182, spec:0.982, ppv:0.667, acc:0.853, f1:0.286, mcc:0.064, total+:15, total-:324 @threshold:0.870, sens:0.200, spec:0.982, ppv:0.688, acc:0.855, f1:0.310, mcc:0.069, total+:16, total-:323 @threshold:0.836, sens:0.200, spec:0.979, ppv:0.647, acc:0.853, f1:0.306, mcc:0.055, total+:17, total-:322 @threshold:0.805, sens:0.218, spec:0.968, ppv:0.571, acc:0.847, f1:0.316, mcc:0.035, total+:21, total-:318 @threshold:0.788, sens:0.218, spec:0.965, ppv:0.545, acc:0.844, f1:0.312, mcc:0.030, total+:22, total-:317 @threshold:0.732, sens:0.236, spec:0.958, ppv:0.520, acc:0.841, f1:0.325, mcc:0.025, total+:25, total-:314 @threshold:0.676, sens:0.236, spec:0.954, ppv:0.500, acc:0.838, f1:0.321, mcc:0.022, total+:26, total-:313 @threshold:0.608, sens:0.255, spec:0.954, ppv:0.519, acc:0.841, f1:0.341, mcc:0.024, total+:27, total-:312 @threshold:0.567, sens:0.273, spec:0.947, ppv:0.500, acc:0.838, f1:0.353, mcc:0.021, total+:30, total-:309 @threshold:0.543, sens:0.291, spec:0.944, ppv:0.500, acc:0.838, f1:0.368, mcc:0.020, total+:32, total-:307 @threshold:0.531, sens:0.309, spec:0.944, ppv:0.515, acc:0.841, f1:0.386, mcc:0.022, total+:33, total-:306 @threshold:0.524, sens:0.309, spec:0.940, ppv:0.500, acc:0.838, f1:0.382, mcc:0.020, total+:34, total-:305 @threshold:0.521, sens:0.327, spec:0.940, ppv:0.514, acc:0.841, f1:0.400, mcc:0.021, total+:35, total-:304 @threshold:0.519, sens:0.327, spec:0.937, ppv:0.500, acc:0.838, f1:0.396, mcc:0.019, total+:36, total-:303 @threshold:0.516, sens:0.345, spec:0.930, ppv:0.487, acc:0.835, f1:0.404, mcc:0.018, total+:39, total-:300 @threshold:0.497, sens:0.364, spec:0.926, ppv:0.488, acc:0.835, f1:0.417, mcc:0.017, total+:41, total-:298 @threshold:0.487, sens:0.382, spec:0.926, ppv:0.500, acc:0.838, f1:0.433, mcc:0.018, total+:42, total-:297 @threshold:0.482, sens:0.400, spec:0.923, ppv:0.500, acc:0.838, f1:0.444, mcc:0.018, total+:44, total-:295 @threshold:0.470, sens:0.418, spec:0.915, ppv:0.489, acc:0.835, f1:0.451, mcc:0.016, total+:47, total-:292 @threshold:0.463, sens:0.436, spec:0.915, ppv:0.500, acc:0.838, f1:0.466, mcc:0.017, total+:48, total-:291 @threshold:0.441, sens:0.473, spec:0.908, ppv:0.500, acc:0.838, f1:0.486, mcc:0.017, total+:52, total-:287 @threshold:0.439, sens:0.473, spec:0.905, ppv:0.491, acc:0.835, f1:0.481, mcc:0.016, total+:53, total-:286 @threshold:0.424, sens:0.491, spec:0.901, ppv:0.491, acc:0.835, f1:0.491, mcc:0.016, total+:55, total-:284 @threshold:0.417, sens:0.509, spec:0.901, ppv:0.500, acc:0.838, f1:0.505, mcc:0.016, total+:56, total-:283 @threshold:0.393, sens:0.509, spec:0.898, ppv:0.491, acc:0.835, f1:0.500, mcc:0.015, total+:57, total-:282 @threshold:0.381, sens:0.509, spec:0.887, ppv:0.467, acc:0.826, f1:0.487, mcc:0.013, total+:60, total-:279 @threshold:0.366, sens:0.509, spec:0.884, ppv:0.459, acc:0.823, f1:0.483, mcc:0.013, total+:61, total-:278 @threshold:0.342, sens:0.509, spec:0.873, ppv:0.438, acc:0.814, f1:0.471, mcc:0.011, total+:64, total-:275 @threshold:0.339, sens:0.527, spec:0.873, ppv:0.446, acc:0.817, f1:0.483, mcc:0.012, total+:65, total-:274 @threshold:0.334, sens:0.527, spec:0.870, ppv:0.439, acc:0.814, f1:0.479, mcc:0.011, total+:66, total-:273 @threshold:0.313, sens:0.545, spec:0.870, ppv:0.448, acc:0.817, f1:0.492, mcc:0.012, total+:67, total-:272 @threshold:0.310, sens:0.564, spec:0.863, ppv:0.443, acc:0.814, f1:0.496, mcc:0.011, total+:70, total-:269 @threshold:0.303, sens:0.564, spec:0.859, ppv:0.437, acc:0.811, f1:0.492, mcc:0.011, total+:71, total-:268 @threshold:0.293, sens:0.582, spec:0.859, ppv:0.444, acc:0.814, f1:0.504, mcc:0.011, total+:72, total-:267 @threshold:0.262, sens:0.600, spec:0.842, ppv:0.423, acc:0.802, f1:0.496, mcc:0.010, total+:78, total-:261 @threshold:0.257, sens:0.600, spec:0.838, ppv:0.418, acc:0.799, f1:0.493, mcc:0.009, total+:79, total-:260 @threshold:0.254, sens:0.618, spec:0.838, ppv:0.425, acc:0.802, f1:0.504, mcc:0.010, total+:80, total-:259 @threshold:0.252, sens:0.618, spec:0.824, ppv:0.405, acc:0.791, f1:0.489, mcc:0.009, total+:84, total-:255 @threshold:0.250, sens:0.618, spec:0.820, ppv:0.400, acc:0.788, f1:0.486, mcc:0.008, total+:85, total-:254 @threshold:0.230, sens:0.636, spec:0.810, ppv:0.393, acc:0.782, f1:0.486, mcc:0.008, total+:89, total-:250 @threshold:0.228, sens:0.636, spec:0.806, ppv:0.389, acc:0.779, f1:0.483, mcc:0.008, total+:90, total-:249 @threshold:0.225, sens:0.636, spec:0.796, ppv:0.376, acc:0.770, f1:0.473, mcc:0.007, total+:93, total-:246 @threshold:0.220, sens:0.655, spec:0.792, ppv:0.379, acc:0.770, f1:0.480, mcc:0.007, total+:95, total-:244 @threshold:0.199, sens:0.655, spec:0.789, ppv:0.375, acc:0.767, f1:0.477, mcc:0.007, total+:96, total-:243 @threshold:0.196, sens:0.655, spec:0.782, ppv:0.367, acc:0.761, f1:0.471, mcc:0.007, total+:98, total-:241 @threshold:0.179, sens:0.673, spec:0.775, ppv:0.366, acc:0.758, f1:0.474, mcc:0.007, total+:101, total-:238 @threshold:0.174, sens:0.673, spec:0.771, ppv:0.363, acc:0.755, f1:0.471, mcc:0.007, total+:102, total-:237 @threshold:0.167, sens:0.673, spec:0.761, ppv:0.352, acc:0.746, f1:0.463, mcc:0.006, total+:105, total-:234 @threshold:0.165, sens:0.691, spec:0.757, ppv:0.355, acc:0.746, f1:0.469, mcc:0.006, total+:107, total-:232 @threshold:0.160, sens:0.691, spec:0.750, ppv:0.349, acc:0.740, f1:0.463, mcc:0.006, total+:109, total-:230 @threshold:0.157, sens:0.691, spec:0.746, ppv:0.345, acc:0.737, f1:0.461, mcc:0.006, total+:110, total-:229 @threshold:0.148, sens:0.709, spec:0.743, ppv:0.348, acc:0.737, f1:0.467, mcc:0.006, total+:112, total-:227 @threshold:0.140, sens:0.709, spec:0.736, ppv:0.342, acc:0.732, f1:0.462, mcc:0.006, total+:114, total-:225 @threshold:0.133, sens:0.727, spec:0.736, ppv:0.348, acc:0.735, f1:0.471, mcc:0.006, total+:115, total-:224 @threshold:0.131, sens:0.727, spec:0.729, ppv:0.342, acc:0.729, f1:0.465, mcc:0.006, total+:117, total-:222 @threshold:0.128, sens:0.745, spec:0.729, ppv:0.347, acc:0.732, f1:0.474, mcc:0.006, total+:118, total-:221 @threshold:0.123, sens:0.745, spec:0.725, ppv:0.345, acc:0.729, f1:0.471, mcc:0.006, total+:119, total-:220 @threshold:0.116, sens:0.745, spec:0.715, ppv:0.336, acc:0.720, f1:0.463, mcc:0.005, total+:122, total-:217 @threshold:0.099, sens:0.745, spec:0.708, ppv:0.331, acc:0.714, f1:0.458, mcc:0.005, total+:124, total-:215 @threshold:0.097, sens:0.745, spec:0.704, ppv:0.328, acc:0.711, f1:0.456, mcc:0.005, total+:125, total-:214 @threshold:0.085, sens:0.745, spec:0.694, ppv:0.320, acc:0.702, f1:0.448, mcc:0.005, total+:128, total-:211 @threshold:0.080, sens:0.745, spec:0.690, ppv:0.318, acc:0.699, f1:0.446, mcc:0.005, total+:129, total-:210 @threshold:0.073, sens:0.745, spec:0.676, ppv:0.308, acc:0.687, f1:0.436, mcc:0.004, total+:133, total-:206 @threshold:0.065, sens:0.745, spec:0.673, ppv:0.306, acc:0.684, f1:0.434, mcc:0.004, total+:134, total-:205 @threshold:0.031, sens:0.764, spec:0.644, ppv:0.294, acc:0.664, f1:0.424, mcc:0.004, total+:143, total-:196 @threshold:0.024, sens:0.764, spec:0.634, ppv:0.288, acc:0.655, f1:0.418, mcc:0.004, total+:146, total-:193 @threshold:0.019, sens:0.764, spec:0.623, ppv:0.282, acc:0.646, f1:0.412, mcc:0.004, total+:149, total-:190 @threshold:0.017, sens:0.764, spec:0.620, ppv:0.280, acc:0.643, f1:0.410, mcc:0.003, total+:150, total-:189 @threshold:0.017, sens:0.782, spec:0.620, ppv:0.285, acc:0.646, f1:0.417, mcc:0.004, total+:151, total-:188 @threshold:0.010, sens:0.818, spec:0.585, ppv:0.276, acc:0.622, f1:0.413, mcc:0.003, total+:163, total-:176 @threshold:-0.000, sens:0.818, spec:0.581, ppv:0.274, acc:0.619, f1:0.411, mcc:0.003, total+:164, total-:175 @threshold:-0.007, sens:0.818, spec:0.567, ppv:0.268, acc:0.608, f1:0.404, mcc:0.003, total+:168, total-:171 @threshold:-0.020, sens:0.836, spec:0.556, ppv:0.267, acc:0.602, f1:0.405, mcc:0.003, total+:172, total-:167 @threshold:-0.024, sens:0.836, spec:0.553, ppv:0.266, acc:0.599, f1:0.404, mcc:0.003, total+:173, total-:166 @threshold:-0.029, sens:0.855, spec:0.546, ppv:0.267, acc:0.596, f1:0.407, mcc:0.003, total+:176, total-:163 @threshold:-0.034, sens:0.855, spec:0.539, ppv:0.264, acc:0.590, f1:0.403, mcc:0.003, total+:178, total-:161 @threshold:-0.039, sens:0.855, spec:0.535, ppv:0.263, acc:0.587, f1:0.402, mcc:0.003, total+:179, total-:160 @threshold:-0.054, sens:0.873, spec:0.518, ppv:0.259, acc:0.575, f1:0.400, mcc:0.003, total+:185, total-:154 @threshold:-0.061, sens:0.873, spec:0.511, ppv:0.257, acc:0.569, f1:0.397, mcc:0.003, total+:187, total-:152 @threshold:-0.073, sens:0.873, spec:0.493, ppv:0.250, acc:0.555, f1:0.389, mcc:0.003, total+:192, total-:147 @threshold:-0.078, sens:0.873, spec:0.489, ppv:0.249, acc:0.552, f1:0.387, mcc:0.003, total+:193, total-:146 @threshold:-0.080, sens:0.891, spec:0.486, ppv:0.251, acc:0.552, f1:0.392, mcc:0.003, total+:195, total-:144 @threshold:-0.092, sens:0.909, spec:0.482, ppv:0.254, acc:0.552, f1:0.397, mcc:0.003, total+:197, total-:142 @threshold:-0.095, sens:0.909, spec:0.479, ppv:0.253, acc:0.549, f1:0.395, mcc:0.003, total+:198, total-:141 @threshold:-0.107, sens:0.909, spec:0.447, ppv:0.242, acc:0.522, f1:0.382, mcc:0.003, total+:207, total-:132 @threshold:-0.114, sens:0.909, spec:0.440, ppv:0.239, acc:0.516, f1:0.379, mcc:0.003, total+:209, total-:130 @threshold:-0.119, sens:0.909, spec:0.437, ppv:0.238, acc:0.513, f1:0.377, mcc:0.003, total+:210, total-:129 @threshold:-0.124, sens:0.909, spec:0.430, ppv:0.236, acc:0.507, f1:0.375, mcc:0.002, total+:212, total-:127 @threshold:-0.134, sens:0.909, spec:0.426, ppv:0.235, acc:0.504, f1:0.373, mcc:0.002, total+:213, total-:126 @threshold:-0.138, sens:0.909, spec:0.419, ppv:0.233, acc:0.499, f1:0.370, mcc:0.002, total+:215, total-:124 @threshold:-0.148, sens:0.909, spec:0.415, ppv:0.231, acc:0.496, f1:0.369, mcc:0.002, total+:216, total-:123 @threshold:-0.153, sens:0.909, spec:0.405, ppv:0.228, acc:0.487, f1:0.365, mcc:0.002, total+:219, total-:120 @threshold:-0.170, sens:0.927, spec:0.391, ppv:0.228, acc:0.478, f1:0.366, mcc:0.002, total+:224, total-:115 @threshold:-0.180, sens:0.927, spec:0.373, ppv:0.223, acc:0.463, f1:0.359, mcc:0.002, total+:229, total-:110 @threshold:-0.184, sens:0.927, spec:0.366, ppv:0.221, acc:0.457, f1:0.357, mcc:0.002, total+:231, total-:108 @threshold:-0.206, sens:0.927, spec:0.363, ppv:0.220, acc:0.454, f1:0.355, mcc:0.002, total+:232, total-:107 @threshold:-0.216, sens:0.945, spec:0.356, ppv:0.221, acc:0.451, f1:0.359, mcc:0.002, total+:235, total-:104 @threshold:-0.235, sens:0.945, spec:0.327, ppv:0.214, acc:0.428, f1:0.349, mcc:0.002, total+:243, total-:96 @threshold:-0.257, sens:0.945, spec:0.317, ppv:0.211, acc:0.419, f1:0.346, mcc:0.002, total+:246, total-:93 @threshold:-0.262, sens:0.945, spec:0.310, ppv:0.210, acc:0.413, f1:0.343, mcc:0.002, total+:248, total-:91 @threshold:-0.264, sens:0.945, spec:0.299, ppv:0.207, acc:0.404, f1:0.340, mcc:0.002, total+:251, total-:88 @threshold:-0.267, sens:0.945, spec:0.296, ppv:0.206, acc:0.401, f1:0.339, mcc:0.002, total+:252, total-:87 @threshold:-0.272, sens:0.945, spec:0.289, ppv:0.205, acc:0.395, f1:0.337, mcc:0.002, total+:254, total-:85 @threshold:-0.274, sens:0.964, spec:0.289, ppv:0.208, acc:0.398, f1:0.342, mcc:0.002, total+:255, total-:84 @threshold:-0.289, sens:0.964, spec:0.278, ppv:0.205, acc:0.389, f1:0.339, mcc:0.002, total+:258, total-:81 @threshold:-0.296, sens:0.964, spec:0.275, ppv:0.205, acc:0.386, f1:0.338, mcc:0.002, total+:259, total-:80 @threshold:-0.301, sens:0.964, spec:0.257, ppv:0.201, acc:0.372, f1:0.332, mcc:0.002, total+:264, total-:75 @threshold:-0.332, sens:0.964, spec:0.236, ppv:0.196, acc:0.354, f1:0.326, mcc:0.002, total+:270, total-:69 @threshold:-0.349, sens:0.964, spec:0.225, ppv:0.194, acc:0.345, f1:0.323, mcc:0.002, total+:273, total-:66 @threshold:-0.352, sens:0.964, spec:0.218, ppv:0.193, acc:0.339, f1:0.321, mcc:0.002, total+:275, total-:64 @threshold:-0.371, sens:0.964, spec:0.204, ppv:0.190, acc:0.327, f1:0.317, mcc:0.002, total+:279, total-:60 @threshold:-0.374, sens:0.964, spec:0.201, ppv:0.189, acc:0.324, f1:0.316, mcc:0.002, total+:280, total-:59 @threshold:-0.429, sens:0.964, spec:0.176, ppv:0.185, acc:0.304, f1:0.310, mcc:0.001, total+:287, total-:52 @threshold:-0.439, sens:0.964, spec:0.173, ppv:0.184, acc:0.301, f1:0.309, mcc:0.001, total+:288, total-:51 @threshold:-0.446, sens:0.982, spec:0.158, ppv:0.184, acc:0.292, f1:0.310, mcc:0.002, total+:293, total-:46 @threshold:-0.451, sens:0.982, spec:0.155, ppv:0.184, acc:0.289, f1:0.309, mcc:0.002, total+:294, total-:45 @threshold:-0.466, sens:0.982, spec:0.141, ppv:0.181, acc:0.277, f1:0.306, mcc:0.002, total+:298, total-:41 @threshold:-0.468, sens:0.982, spec:0.137, ppv:0.181, acc:0.274, f1:0.305, mcc:0.002, total+:299, total-:40 @threshold:-0.473, sens:0.982, spec:0.127, ppv:0.179, acc:0.265, f1:0.303, mcc:0.001, total+:302, total-:37 @threshold:-0.478, sens:0.982, spec:0.120, ppv:0.178, acc:0.260, f1:0.301, mcc:0.001, total+:304, total-:35 @threshold:-0.485, sens:1.000, spec:0.120, ppv:0.180, acc:0.263, f1:0.306, mcc:0.002, total+:305, total-:34 @threshold:-0.488, sens:1.000, spec:0.116, ppv:0.180, acc:0.260, f1:0.305, mcc:0.002, total+:306, total-:33 @threshold:-0.519, sens:1.000, spec:0.109, ppv:0.179, acc:0.254, f1:0.303, mcc:0.002, total+:308, total-:31 @threshold:-0.522, sens:1.000, spec:0.106, ppv:0.178, acc:0.251, f1:0.302, mcc:0.002, total+:309, total-:30 @threshold:-0.585, sens:1.000, spec:0.077, ppv:0.174, acc:0.227, f1:0.296, mcc:0.002, total+:317, total-:22 @threshold:-0.665, sens:1.000, spec:0.060, ppv:0.171, acc:0.212, f1:0.292, mcc:0.002, total+:322, total-:17 @threshold:-0.779, sens:1.000, spec:0.046, ppv:0.169, acc:0.201, f1:0.289, mcc:0.002, total+:326, total-:13 @threshold:-0.851, sens:1.000, spec:0.035, ppv:0.167, acc:0.192, f1:0.286, mcc:0.001, total+:329, total-:10 @threshold:-1.795, sens:1.000, spec:0.004, ppv:0.163, acc:0.165, f1:0.280, mcc:0.001, total+:338, total-:1 * Vital: BMI-latest | coef 0.558 95% CI: [0.546 , 0.570] | OR_adj 1.747 [1.726 1.769] | occ: 1621 | OR_unadj: 4.766 [3.528 6.438] | indivs AUC:0.795 Correlated most with: Vital : 0.557993271192 Time to run analysis 0:00:34.518290 Total Time elapsed 14:47:08.391709 ----------------------------------------------------- girls no_min bmi_latest randomforest regression Running batch 1 of 7 with 16 nodes Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.743, R^2 test: -0.153 Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.575, R^2 test: 0.012 Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.462, R^2 test: 0.046 Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.405, R^2 test: 0.086 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.838, Explained Variance Score Train: 0.405 AUC Validation: 0.648, Explained Variance Score Validation: 0.115 AUC Test: 0.744, Explained Variance Score Test: 0.243 Bootstrap CV 14, alpha = (3000, 2, 1), R^2 train: 0.738, R^2 test: -0.001 Bootstrap CV 14, alpha = (3000, 2, 2), R^2 train: 0.581, R^2 test: 0.071 Bootstrap CV 14, alpha = (3000, 2, 5), R^2 train: 0.401, R^2 test: 0.129 Bootstrap CV 14, alpha = (3000, 2, 7), R^2 train: 0.344, R^2 test: 0.144 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.846, Explained Variance Score Train: 0.401 AUC Validation: 0.681, Explained Variance Score Validation: 0.156 AUC Test: 0.783, Explained Variance Score Test: 0.254 Bootstrap CV 13, alpha = (3000, 2, 1), R^2 train: 0.803, R^2 test: -0.335 Bootstrap CV 13, alpha = (3000, 2, 2), R^2 train: 0.657, R^2 test: -0.326 Bootstrap CV 13, alpha = (3000, 2, 5), R^2 train: 0.476, R^2 test: -0.217 Bootstrap CV 13, alpha = (3000, 2, 7), R^2 train: 0.434, R^2 test: -0.218 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.899, Explained Variance Score Train: 0.657 AUC Validation: 0.567, Explained Variance Score Validation: -0.319 AUC Test: 0.726, Explained Variance Score Test: 0.211 Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.771, R^2 test: -0.046 Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.614, R^2 test: 0.132 Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.447, R^2 test: 0.267 Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.421, R^2 test: 0.275 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.863, Explained Variance Score Train: 0.421 AUC Validation: 0.770, Explained Variance Score Validation: 0.282 AUC Test: 0.737, Explained Variance Score Test: 0.229 Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.782, R^2 test: 0.231 Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.598, R^2 test: 0.218 Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.393, R^2 test: 0.322 Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.350, R^2 test: 0.309 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.827, Explained Variance Score Train: 0.393 AUC Validation: 0.778, Explained Variance Score Validation: 0.323 AUC Test: 0.777, Explained Variance Score Test: 0.252 Bootstrap CV 10, alpha = (3000, 2, 1), R^2 train: 0.815, R^2 test: -0.055 Bootstrap CV 10, alpha = (3000, 2, 2), R^2 train: 0.652, R^2 test: 0.012 Bootstrap CV 10, alpha = (3000, 2, 5), R^2 train: 0.473, R^2 test: 0.071 Bootstrap CV 10, alpha = (3000, 2, 7), R^2 train: 0.435, R^2 test: 0.096 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.820, Explained Variance Score Train: 0.435 AUC Validation: 0.738, Explained Variance Score Validation: 0.102 AUC Test: 0.775, Explained Variance Score Test: 0.273 Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.696, R^2 test: 0.013 Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.537, R^2 test: 0.080 Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.404, R^2 test: 0.125 Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.361, R^2 test: 0.129 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.844, Explained Variance Score Train: 0.361 AUC Validation: 0.721, Explained Variance Score Validation: 0.129 AUC Test: 0.771, Explained Variance Score Test: 0.267 Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.730, R^2 test: -0.389 Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.536, R^2 test: -0.256 Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.308, R^2 test: 0.035 Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.237, R^2 test: 0.069 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.764, Explained Variance Score Train: 0.237 AUC Validation: 0.632, Explained Variance Score Validation: 0.069 AUC Test: 0.762, Explained Variance Score Test: 0.217 Bootstrap CV 12, alpha = (3000, 2, 1), R^2 train: 0.722, R^2 test: 0.109 Bootstrap CV 12, alpha = (3000, 2, 2), R^2 train: 0.563, R^2 test: 0.195 Bootstrap CV 12, alpha = (3000, 2, 5), R^2 train: 0.397, R^2 test: 0.232 Bootstrap CV 12, alpha = (3000, 2, 7), R^2 train: 0.351, R^2 test: 0.208 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.799, Explained Variance Score Train: 0.351 AUC Validation: 0.769, Explained Variance Score Validation: 0.218 AUC Test: 0.755, Explained Variance Score Test: 0.242 Bootstrap CV 11, alpha = (3000, 2, 1), R^2 train: 0.664, R^2 test: -0.033 Bootstrap CV 11, alpha = (3000, 2, 2), R^2 train: 0.488, R^2 test: 0.003 Bootstrap CV 11, alpha = (3000, 2, 5), R^2 train: 0.335, R^2 test: 0.123 Bootstrap CV 11, alpha = (3000, 2, 7), R^2 train: 0.302, R^2 test: 0.160 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.816, Explained Variance Score Train: 0.302 AUC Validation: 0.698, Explained Variance Score Validation: 0.169 AUC Test: 0.780, Explained Variance Score Test: 0.256 Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.771, R^2 test: 0.071 Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.612, R^2 test: 0.126 Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.485, R^2 test: 0.170 Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.441, R^2 test: 0.180 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.842, Explained Variance Score Train: 0.485 AUC Validation: 0.729, Explained Variance Score Validation: 0.173 AUC Test: 0.727, Explained Variance Score Test: 0.260 Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.696, R^2 test: -0.030 Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.536, R^2 test: 0.173 Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.390, R^2 test: 0.268 Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.349, R^2 test: 0.294 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.837, Explained Variance Score Train: 0.390 AUC Validation: 0.762, Explained Variance Score Validation: 0.269 AUC Test: 0.768, Explained Variance Score Test: 0.250 Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.645, R^2 test: 0.068 Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.498, R^2 test: 0.201 Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.343, R^2 test: 0.253 Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.322, R^2 test: 0.261 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.853, Explained Variance Score Train: 0.322 AUC Validation: 0.753, Explained Variance Score Validation: 0.263 AUC Test: 0.727, Explained Variance Score Test: 0.233 Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.700, R^2 test: -0.240 Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.529, R^2 test: -0.086 Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.388, R^2 test: -0.033 Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.345, R^2 test: 0.004 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.801, Explained Variance Score Train: 0.388 AUC Validation: 0.617, Explained Variance Score Validation: -0.020 AUC Test: 0.761, Explained Variance Score Test: 0.272 Bootstrap CV 15, alpha = (3000, 2, 1), R^2 train: 0.756, R^2 test: 0.008 Bootstrap CV 15, alpha = (3000, 2, 2), R^2 train: 0.645, R^2 test: 0.096 Bootstrap CV 15, alpha = (3000, 2, 5), R^2 train: 0.522, R^2 test: 0.141 Bootstrap CV 15, alpha = (3000, 2, 7), R^2 train: 0.493, R^2 test: 0.138 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.858, Explained Variance Score Train: 0.522 AUC Validation: 0.582, Explained Variance Score Validation: 0.142 AUC Test: 0.791, Explained Variance Score Test: 0.292 Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.790, R^2 test: -0.655 Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.600, R^2 test: -0.134 Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.361, R^2 test: 0.036 Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.317, R^2 test: 0.023 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.827, Explained Variance Score Train: 0.361 AUC Validation: 0.544, Explained Variance Score Validation: 0.039 AUC Test: 0.775, Explained Variance Score Test: 0.264 Running batch 2 of 7 with 16 nodes Bootstrap CV 23, alpha = (3000, 2, 1), R^2 train: 0.726, R^2 test: -0.172 Bootstrap CV 23, alpha = (3000, 2, 2), R^2 train: 0.547, R^2 test: 0.008 Bootstrap CV 23, alpha = (3000, 2, 5), R^2 train: 0.350, R^2 test: 0.193 Bootstrap CV 23, alpha = (3000, 2, 7), R^2 train: 0.302, R^2 test: 0.180 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.820, Explained Variance Score Train: 0.302 AUC Validation: 0.808, Explained Variance Score Validation: 0.238 AUC Test: 0.786, Explained Variance Score Test: 0.252 Bootstrap CV 20, alpha = (3000, 2, 1), R^2 train: 0.740, R^2 test: -0.437 Bootstrap CV 20, alpha = (3000, 2, 2), R^2 train: 0.492, R^2 test: -0.220 Bootstrap CV 20, alpha = (3000, 2, 5), R^2 train: 0.325, R^2 test: 0.130 Bootstrap CV 20, alpha = (3000, 2, 7), R^2 train: 0.286, R^2 test: 0.193 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.840, Explained Variance Score Train: 0.286 AUC Validation: 0.744, Explained Variance Score Validation: 0.206 AUC Test: 0.781, Explained Variance Score Test: 0.246 Bootstrap CV 18, alpha = (3000, 2, 1), R^2 train: 0.770, R^2 test: 0.192 Bootstrap CV 18, alpha = (3000, 2, 2), R^2 train: 0.601, R^2 test: 0.313 Bootstrap CV 18, alpha = (3000, 2, 5), R^2 train: 0.438, R^2 test: 0.367 Bootstrap CV 18, alpha = (3000, 2, 7), R^2 train: 0.411, R^2 test: 0.390 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.864, Explained Variance Score Train: 0.411 AUC Validation: 0.791, Explained Variance Score Validation: 0.391 AUC Test: 0.779, Explained Variance Score Test: 0.275 Bootstrap CV 30, alpha = (3000, 2, 1), R^2 train: 0.725, R^2 test: 0.084 Bootstrap CV 30, alpha = (3000, 2, 2), R^2 train: 0.559, R^2 test: 0.142 Bootstrap CV 30, alpha = (3000, 2, 5), R^2 train: 0.418, R^2 test: 0.170 Bootstrap CV 30, alpha = (3000, 2, 7), R^2 train: 0.371, R^2 test: 0.221 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.845, Explained Variance Score Train: 0.371 AUC Validation: 0.755, Explained Variance Score Validation: 0.221 AUC Test: 0.778, Explained Variance Score Test: 0.219 Bootstrap CV 19, alpha = (3000, 2, 1), R^2 train: 0.676, R^2 test: -0.140 Bootstrap CV 19, alpha = (3000, 2, 2), R^2 train: 0.552, R^2 test: 0.020 Bootstrap CV 19, alpha = (3000, 2, 5), R^2 train: 0.420, R^2 test: 0.135 Bootstrap CV 19, alpha = (3000, 2, 7), R^2 train: 0.375, R^2 test: 0.157 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.833, Explained Variance Score Train: 0.375 AUC Validation: 0.728, Explained Variance Score Validation: 0.160 AUC Test: 0.780, Explained Variance Score Test: 0.262 Bootstrap CV 31, alpha = (3000, 2, 1), R^2 train: 0.773, R^2 test: 0.022 Bootstrap CV 31, alpha = (3000, 2, 2), R^2 train: 0.535, R^2 test: 0.181 Bootstrap CV 31, alpha = (3000, 2, 5), R^2 train: 0.357, R^2 test: 0.201 Bootstrap CV 31, alpha = (3000, 2, 7), R^2 train: 0.322, R^2 test: 0.197 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.848, Explained Variance Score Train: 0.357 AUC Validation: 0.737, Explained Variance Score Validation: 0.201 AUC Test: 0.774, Explained Variance Score Test: 0.272 Bootstrap CV 22, alpha = (3000, 2, 1), R^2 train: 0.770, R^2 test: -0.112 Bootstrap CV 22, alpha = (3000, 2, 2), R^2 train: 0.491, R^2 test: 0.042 Bootstrap CV 22, alpha = (3000, 2, 5), R^2 train: 0.351, R^2 test: 0.121 Bootstrap CV 22, alpha = (3000, 2, 7), R^2 train: 0.332, R^2 test: 0.133 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.852, Explained Variance Score Train: 0.332 AUC Validation: 0.700, Explained Variance Score Validation: 0.133 AUC Test: 0.782, Explained Variance Score Test: 0.252 Bootstrap CV 17, alpha = (3000, 2, 1), R^2 train: 0.706, R^2 test: -0.341 Bootstrap CV 17, alpha = (3000, 2, 2), R^2 train: 0.558, R^2 test: -0.159 Bootstrap CV 17, alpha = (3000, 2, 5), R^2 train: 0.386, R^2 test: 0.036 Bootstrap CV 17, alpha = (3000, 2, 7), R^2 train: 0.333, R^2 test: 0.015 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.819, Explained Variance Score Train: 0.333 AUC Validation: 0.661, Explained Variance Score Validation: 0.022 AUC Test: 0.760, Explained Variance Score Test: 0.255 Bootstrap CV 26, alpha = (3000, 2, 1), R^2 train: 0.675, R^2 test: -0.154 Bootstrap CV 26, alpha = (3000, 2, 2), R^2 train: 0.556, R^2 test: -0.056 Bootstrap CV 26, alpha = (3000, 2, 5), R^2 train: 0.448, R^2 test: 0.062 Bootstrap CV 26, alpha = (3000, 2, 7), R^2 train: 0.421, R^2 test: 0.083 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.878, Explained Variance Score Train: 0.421 AUC Validation: 0.652, Explained Variance Score Validation: 0.089 AUC Test: 0.788, Explained Variance Score Test: 0.263 Bootstrap CV 16, alpha = (3000, 2, 1), R^2 train: 0.699, R^2 test: 0.170 Bootstrap CV 16, alpha = (3000, 2, 2), R^2 train: 0.584, R^2 test: 0.208 Bootstrap CV 16, alpha = (3000, 2, 5), R^2 train: 0.433, R^2 test: 0.252 Bootstrap CV 16, alpha = (3000, 2, 7), R^2 train: 0.364, R^2 test: 0.282 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.846, Explained Variance Score Train: 0.433 AUC Validation: 0.681, Explained Variance Score Validation: 0.253 AUC Test: 0.740, Explained Variance Score Test: 0.241 Bootstrap CV 29, alpha = (3000, 2, 1), R^2 train: 0.785, R^2 test: 0.038 Bootstrap CV 29, alpha = (3000, 2, 2), R^2 train: 0.660, R^2 test: 0.044 Bootstrap CV 29, alpha = (3000, 2, 5), R^2 train: 0.473, R^2 test: 0.145 Bootstrap CV 29, alpha = (3000, 2, 7), R^2 train: 0.435, R^2 test: 0.171 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.813, Explained Variance Score Train: 0.435 AUC Validation: 0.756, Explained Variance Score Validation: 0.184 AUC Test: 0.784, Explained Variance Score Test: 0.257 Bootstrap CV 28, alpha = (3000, 2, 1), R^2 train: 0.673, R^2 test: -0.131 Bootstrap CV 28, alpha = (3000, 2, 2), R^2 train: 0.499, R^2 test: 0.051 Bootstrap CV 28, alpha = (3000, 2, 5), R^2 train: 0.354, R^2 test: 0.191 Bootstrap CV 28, alpha = (3000, 2, 7), R^2 train: 0.317, R^2 test: 0.235 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.796, Explained Variance Score Train: 0.317 AUC Validation: 0.713, Explained Variance Score Validation: 0.243 AUC Test: 0.775, Explained Variance Score Test: 0.253 Bootstrap CV 25, alpha = (3000, 2, 1), R^2 train: 0.772, R^2 test: -0.268 Bootstrap CV 25, alpha = (3000, 2, 2), R^2 train: 0.643, R^2 test: -0.110 Bootstrap CV 25, alpha = (3000, 2, 5), R^2 train: 0.499, R^2 test: 0.034 Bootstrap CV 25, alpha = (3000, 2, 7), R^2 train: 0.454, R^2 test: 0.083 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.830, Explained Variance Score Train: 0.454 AUC Validation: 0.663, Explained Variance Score Validation: 0.086 AUC Test: 0.774, Explained Variance Score Test: 0.236 Bootstrap CV 24, alpha = (3000, 2, 1), R^2 train: 0.787, R^2 test: 0.307 Bootstrap CV 24, alpha = (3000, 2, 2), R^2 train: 0.669, R^2 test: 0.326 Bootstrap CV 24, alpha = (3000, 2, 5), R^2 train: 0.527, R^2 test: 0.279 Bootstrap CV 24, alpha = (3000, 2, 7), R^2 train: 0.505, R^2 test: 0.292 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.926, Explained Variance Score Train: 0.669 AUC Validation: 0.735, Explained Variance Score Validation: 0.328 AUC Test: 0.767, Explained Variance Score Test: 0.247 Bootstrap CV 21, alpha = (3000, 2, 1), R^2 train: 0.721, R^2 test: -0.276 Bootstrap CV 21, alpha = (3000, 2, 2), R^2 train: 0.557, R^2 test: 0.061 Bootstrap CV 21, alpha = (3000, 2, 5), R^2 train: 0.457, R^2 test: 0.197 Bootstrap CV 21, alpha = (3000, 2, 7), R^2 train: 0.440, R^2 test: 0.183 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.815, Explained Variance Score Train: 0.440 AUC Validation: 0.794, Explained Variance Score Validation: 0.244 AUC Test: 0.769, Explained Variance Score Test: 0.193 Bootstrap CV 27, alpha = (3000, 2, 1), R^2 train: 0.684, R^2 test: 0.131 Bootstrap CV 27, alpha = (3000, 2, 2), R^2 train: 0.533, R^2 test: 0.135 Bootstrap CV 27, alpha = (3000, 2, 5), R^2 train: 0.381, R^2 test: 0.139 Bootstrap CV 27, alpha = (3000, 2, 7), R^2 train: 0.331, R^2 test: 0.146 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.799, Explained Variance Score Train: 0.331 AUC Validation: 0.697, Explained Variance Score Validation: 0.170 AUC Test: 0.757, Explained Variance Score Test: 0.245 Running batch 3 of 7 with 16 nodes Bootstrap CV 33, alpha = (3000, 2, 1), R^2 train: 0.683, R^2 test: 0.172 Bootstrap CV 33, alpha = (3000, 2, 2), R^2 train: 0.517, R^2 test: 0.181 Bootstrap CV 33, alpha = (3000, 2, 5), R^2 train: 0.369, R^2 test: 0.272 Bootstrap CV 33, alpha = (3000, 2, 7), R^2 train: 0.335, R^2 test: 0.282 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.783, Explained Variance Score Train: 0.335 AUC Validation: 0.833, Explained Variance Score Validation: 0.284 AUC Test: 0.732, Explained Variance Score Test: 0.224 Bootstrap CV 44, alpha = (3000, 2, 1), R^2 train: 0.716, R^2 test: 0.173 Bootstrap CV 44, alpha = (3000, 2, 2), R^2 train: 0.553, R^2 test: 0.230 Bootstrap CV 44, alpha = (3000, 2, 5), R^2 train: 0.434, R^2 test: 0.194 Bootstrap CV 44, alpha = (3000, 2, 7), R^2 train: 0.407, R^2 test: 0.211 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.838, Explained Variance Score Train: 0.407 AUC Validation: 0.784, Explained Variance Score Validation: 0.239 AUC Test: 0.755, Explained Variance Score Test: 0.223 Bootstrap CV 46, alpha = (3000, 2, 1), R^2 train: 0.683, R^2 test: 0.018 Bootstrap CV 46, alpha = (3000, 2, 2), R^2 train: 0.562, R^2 test: 0.183 Bootstrap CV 46, alpha = (3000, 2, 5), R^2 train: 0.420, R^2 test: 0.245 Bootstrap CV 46, alpha = (3000, 2, 7), R^2 train: 0.382, R^2 test: 0.252 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.805, Explained Variance Score Train: 0.382 AUC Validation: 0.762, Explained Variance Score Validation: 0.257 AUC Test: 0.770, Explained Variance Score Test: 0.247 Bootstrap CV 41, alpha = (3000, 2, 1), R^2 train: 0.748, R^2 test: 0.041 Bootstrap CV 41, alpha = (3000, 2, 2), R^2 train: 0.590, R^2 test: 0.144 Bootstrap CV 41, alpha = (3000, 2, 5), R^2 train: 0.382, R^2 test: 0.316 Bootstrap CV 41, alpha = (3000, 2, 7), R^2 train: 0.320, R^2 test: 0.341 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.820, Explained Variance Score Train: 0.382 AUC Validation: 0.747, Explained Variance Score Validation: 0.338 AUC Test: 0.746, Explained Variance Score Test: 0.230 Bootstrap CV 42, alpha = (3000, 2, 1), R^2 train: 0.791, R^2 test: -0.102 Bootstrap CV 42, alpha = (3000, 2, 2), R^2 train: 0.646, R^2 test: 0.092 Bootstrap CV 42, alpha = (3000, 2, 5), R^2 train: 0.483, R^2 test: 0.232 Bootstrap CV 42, alpha = (3000, 2, 7), R^2 train: 0.429, R^2 test: 0.235 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.881, Explained Variance Score Train: 0.483 AUC Validation: 0.716, Explained Variance Score Validation: 0.252 AUC Test: 0.784, Explained Variance Score Test: 0.289 Bootstrap CV 37, alpha = (3000, 2, 1), R^2 train: 0.702, R^2 test: 0.038 Bootstrap CV 37, alpha = (3000, 2, 2), R^2 train: 0.597, R^2 test: 0.113 Bootstrap CV 37, alpha = (3000, 2, 5), R^2 train: 0.452, R^2 test: 0.180 Bootstrap CV 37, alpha = (3000, 2, 7), R^2 train: 0.419, R^2 test: 0.199 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.875, Explained Variance Score Train: 0.419 AUC Validation: 0.787, Explained Variance Score Validation: 0.201 AUC Test: 0.757, Explained Variance Score Test: 0.208 Bootstrap CV 38, alpha = (3000, 2, 1), R^2 train: 0.756, R^2 test: -0.129 Bootstrap CV 38, alpha = (3000, 2, 2), R^2 train: 0.526, R^2 test: 0.097 Bootstrap CV 38, alpha = (3000, 2, 5), R^2 train: 0.303, R^2 test: 0.163 Bootstrap CV 38, alpha = (3000, 2, 7), R^2 train: 0.282, R^2 test: 0.168 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.828, Explained Variance Score Train: 0.303 AUC Validation: 0.671, Explained Variance Score Validation: 0.174 AUC Test: 0.749, Explained Variance Score Test: 0.276 Bootstrap CV 47, alpha = (3000, 2, 1), R^2 train: 0.694, R^2 test: 0.073 Bootstrap CV 47, alpha = (3000, 2, 2), R^2 train: 0.569, R^2 test: 0.058 Bootstrap CV 47, alpha = (3000, 2, 5), R^2 train: 0.426, R^2 test: 0.147 Bootstrap CV 47, alpha = (3000, 2, 7), R^2 train: 0.400, R^2 test: 0.142 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.900, Explained Variance Score Train: 0.569 AUC Validation: 0.634, Explained Variance Score Validation: 0.065 AUC Test: 0.760, Explained Variance Score Test: 0.294 Bootstrap CV 40, alpha = (3000, 2, 1), R^2 train: 0.678, R^2 test: 0.008 Bootstrap CV 40, alpha = (3000, 2, 2), R^2 train: 0.493, R^2 test: 0.145 Bootstrap CV 40, alpha = (3000, 2, 5), R^2 train: 0.352, R^2 test: 0.224 Bootstrap CV 40, alpha = (3000, 2, 7), R^2 train: 0.312, R^2 test: 0.211 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.818, Explained Variance Score Train: 0.352 AUC Validation: 0.814, Explained Variance Score Validation: 0.224 AUC Test: 0.765, Explained Variance Score Test: 0.241 Bootstrap CV 45, alpha = (3000, 2, 1), R^2 train: 0.747, R^2 test: 0.144 Bootstrap CV 45, alpha = (3000, 2, 2), R^2 train: 0.528, R^2 test: 0.202 Bootstrap CV 45, alpha = (3000, 2, 5), R^2 train: 0.376, R^2 test: 0.259 Bootstrap CV 45, alpha = (3000, 2, 7), R^2 train: 0.349, R^2 test: 0.270 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.828, Explained Variance Score Train: 0.349 AUC Validation: 0.715, Explained Variance Score Validation: 0.275 AUC Test: 0.793, Explained Variance Score Test: 0.261 Bootstrap CV 35, alpha = (3000, 2, 1), R^2 train: 0.653, R^2 test: 0.037 Bootstrap CV 35, alpha = (3000, 2, 2), R^2 train: 0.516, R^2 test: 0.207 Bootstrap CV 35, alpha = (3000, 2, 5), R^2 train: 0.397, R^2 test: 0.272 Bootstrap CV 35, alpha = (3000, 2, 7), R^2 train: 0.350, R^2 test: 0.262 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.816, Explained Variance Score Train: 0.397 AUC Validation: 0.780, Explained Variance Score Validation: 0.273 AUC Test: 0.719, Explained Variance Score Test: 0.218 Bootstrap CV 43, alpha = (3000, 2, 1), R^2 train: 0.736, R^2 test: -0.349 Bootstrap CV 43, alpha = (3000, 2, 2), R^2 train: 0.583, R^2 test: -0.076 Bootstrap CV 43, alpha = (3000, 2, 5), R^2 train: 0.412, R^2 test: 0.224 Bootstrap CV 43, alpha = (3000, 2, 7), R^2 train: 0.355, R^2 test: 0.308 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.865, Explained Variance Score Train: 0.412 AUC Validation: 0.861, Explained Variance Score Validation: 0.224 AUC Test: 0.777, Explained Variance Score Test: 0.283 Bootstrap CV 32, alpha = (3000, 2, 1), R^2 train: 0.733, R^2 test: 0.080 Bootstrap CV 32, alpha = (3000, 2, 2), R^2 train: 0.565, R^2 test: 0.118 Bootstrap CV 32, alpha = (3000, 2, 5), R^2 train: 0.397, R^2 test: 0.180 Bootstrap CV 32, alpha = (3000, 2, 7), R^2 train: 0.358, R^2 test: 0.173 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.793, Explained Variance Score Train: 0.358 AUC Validation: 0.757, Explained Variance Score Validation: 0.174 AUC Test: 0.765, Explained Variance Score Test: 0.254 Bootstrap CV 39, alpha = (3000, 2, 1), R^2 train: 0.729, R^2 test: 0.189 Bootstrap CV 39, alpha = (3000, 2, 2), R^2 train: 0.591, R^2 test: 0.210 Bootstrap CV 39, alpha = (3000, 2, 5), R^2 train: 0.451, R^2 test: 0.209 Bootstrap CV 39, alpha = (3000, 2, 7), R^2 train: 0.415, R^2 test: 0.197 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.841, Explained Variance Score Train: 0.415 AUC Validation: 0.687, Explained Variance Score Validation: 0.199 AUC Test: 0.747, Explained Variance Score Test: 0.219 Bootstrap CV 34, alpha = (3000, 2, 1), R^2 train: 0.788, R^2 test: 0.134 Bootstrap CV 34, alpha = (3000, 2, 2), R^2 train: 0.664, R^2 test: 0.247 Bootstrap CV 34, alpha = (3000, 2, 5), R^2 train: 0.528, R^2 test: 0.314 Bootstrap CV 34, alpha = (3000, 2, 7), R^2 train: 0.494, R^2 test: 0.348 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.864, Explained Variance Score Train: 0.494 AUC Validation: 0.680, Explained Variance Score Validation: 0.366 AUC Test: 0.766, Explained Variance Score Test: 0.231 Bootstrap CV 36, alpha = (3000, 2, 1), R^2 train: 0.712, R^2 test: 0.067 Bootstrap CV 36, alpha = (3000, 2, 2), R^2 train: 0.560, R^2 test: 0.117 Bootstrap CV 36, alpha = (3000, 2, 5), R^2 train: 0.399, R^2 test: 0.233 Bootstrap CV 36, alpha = (3000, 2, 7), R^2 train: 0.365, R^2 test: 0.257 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.883, Explained Variance Score Train: 0.560 AUC Validation: 0.753, Explained Variance Score Validation: 0.119 AUC Test: 0.753, Explained Variance Score Test: 0.248 Running batch 4 of 7 with 16 nodes Bootstrap CV 60, alpha = (3000, 2, 1), R^2 train: 0.658, R^2 test: 0.016 Bootstrap CV 60, alpha = (3000, 2, 2), R^2 train: 0.481, R^2 test: 0.151 Bootstrap CV 60, alpha = (3000, 2, 5), R^2 train: 0.317, R^2 test: 0.272 Bootstrap CV 60, alpha = (3000, 2, 7), R^2 train: 0.276, R^2 test: 0.267 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.823, Explained Variance Score Train: 0.276 AUC Validation: 0.763, Explained Variance Score Validation: 0.270 AUC Test: 0.780, Explained Variance Score Test: 0.228 Bootstrap CV 48, alpha = (3000, 2, 1), R^2 train: 0.671, R^2 test: -0.182 Bootstrap CV 48, alpha = (3000, 2, 2), R^2 train: 0.581, R^2 test: -0.088 Bootstrap CV 48, alpha = (3000, 2, 5), R^2 train: 0.491, R^2 test: 0.020 Bootstrap CV 48, alpha = (3000, 2, 7), R^2 train: 0.463, R^2 test: 0.062 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.906, Explained Variance Score Train: 0.463 AUC Validation: 0.706, Explained Variance Score Validation: 0.066 AUC Test: 0.745, Explained Variance Score Test: 0.195 Bootstrap CV 56, alpha = (3000, 2, 1), R^2 train: 0.694, R^2 test: 0.020 Bootstrap CV 56, alpha = (3000, 2, 2), R^2 train: 0.504, R^2 test: 0.126 Bootstrap CV 56, alpha = (3000, 2, 5), R^2 train: 0.392, R^2 test: 0.227 Bootstrap CV 56, alpha = (3000, 2, 7), R^2 train: 0.370, R^2 test: 0.238 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.844, Explained Variance Score Train: 0.370 AUC Validation: 0.734, Explained Variance Score Validation: 0.241 AUC Test: 0.760, Explained Variance Score Test: 0.161 Bootstrap CV 58, alpha = (3000, 2, 1), R^2 train: 0.604, R^2 test: -0.077 Bootstrap CV 58, alpha = (3000, 2, 2), R^2 train: 0.513, R^2 test: -0.022 Bootstrap CV 58, alpha = (3000, 2, 5), R^2 train: 0.408, R^2 test: 0.099 Bootstrap CV 58, alpha = (3000, 2, 7), R^2 train: 0.390, R^2 test: 0.101 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.832, Explained Variance Score Train: 0.390 AUC Validation: 0.720, Explained Variance Score Validation: 0.107 AUC Test: 0.780, Explained Variance Score Test: 0.253 Bootstrap CV 51, alpha = (3000, 2, 1), R^2 train: 0.674, R^2 test: -0.105 Bootstrap CV 51, alpha = (3000, 2, 2), R^2 train: 0.506, R^2 test: 0.061 Bootstrap CV 51, alpha = (3000, 2, 5), R^2 train: 0.358, R^2 test: 0.163 Bootstrap CV 51, alpha = (3000, 2, 7), R^2 train: 0.322, R^2 test: 0.190 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.841, Explained Variance Score Train: 0.358 AUC Validation: 0.731, Explained Variance Score Validation: 0.164 AUC Test: 0.795, Explained Variance Score Test: 0.284 Bootstrap CV 57, alpha = (3000, 2, 1), R^2 train: 0.735, R^2 test: -0.059 Bootstrap CV 57, alpha = (3000, 2, 2), R^2 train: 0.506, R^2 test: 0.123 Bootstrap CV 57, alpha = (3000, 2, 5), R^2 train: 0.366, R^2 test: 0.190 Bootstrap CV 57, alpha = (3000, 2, 7), R^2 train: 0.319, R^2 test: 0.181 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.878, Explained Variance Score Train: 0.366 AUC Validation: 0.723, Explained Variance Score Validation: 0.193 AUC Test: 0.777, Explained Variance Score Test: 0.271 Bootstrap CV 55, alpha = (3000, 2, 1), R^2 train: 0.743, R^2 test: 0.048 Bootstrap CV 55, alpha = (3000, 2, 2), R^2 train: 0.558, R^2 test: 0.155 Bootstrap CV 55, alpha = (3000, 2, 5), R^2 train: 0.376, R^2 test: 0.213 Bootstrap CV 55, alpha = (3000, 2, 7), R^2 train: 0.336, R^2 test: 0.205 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.806, Explained Variance Score Train: 0.336 AUC Validation: 0.750, Explained Variance Score Validation: 0.205 AUC Test: 0.789, Explained Variance Score Test: 0.253 Bootstrap CV 49, alpha = (3000, 2, 1), R^2 train: 0.749, R^2 test: -0.076 Bootstrap CV 49, alpha = (3000, 2, 2), R^2 train: 0.547, R^2 test: 0.119 Bootstrap CV 49, alpha = (3000, 2, 5), R^2 train: 0.366, R^2 test: 0.208 Bootstrap CV 49, alpha = (3000, 2, 7), R^2 train: 0.323, R^2 test: 0.212 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.765, Explained Variance Score Train: 0.323 AUC Validation: 0.808, Explained Variance Score Validation: 0.227 AUC Test: 0.760, Explained Variance Score Test: 0.227 Bootstrap CV 52, alpha = (3000, 2, 1), R^2 train: 0.734, R^2 test: -0.349 Bootstrap CV 52, alpha = (3000, 2, 2), R^2 train: 0.555, R^2 test: -0.084 Bootstrap CV 52, alpha = (3000, 2, 5), R^2 train: 0.347, R^2 test: 0.142 Bootstrap CV 52, alpha = (3000, 2, 7), R^2 train: 0.305, R^2 test: 0.202 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.813, Explained Variance Score Train: 0.347 AUC Validation: 0.694, Explained Variance Score Validation: 0.153 AUC Test: 0.791, Explained Variance Score Test: 0.283 Bootstrap CV 62, alpha = (3000, 2, 1), R^2 train: 0.690, R^2 test: -0.027 Bootstrap CV 62, alpha = (3000, 2, 2), R^2 train: 0.526, R^2 test: 0.178 Bootstrap CV 62, alpha = (3000, 2, 5), R^2 train: 0.385, R^2 test: 0.191 Bootstrap CV 62, alpha = (3000, 2, 7), R^2 train: 0.336, R^2 test: 0.215 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.825, Explained Variance Score Train: 0.336 AUC Validation: 0.733, Explained Variance Score Validation: 0.229 AUC Test: 0.774, Explained Variance Score Test: 0.241 Bootstrap CV 53, alpha = (3000, 2, 1), R^2 train: 0.749, R^2 test: 0.151 Bootstrap CV 53, alpha = (3000, 2, 2), R^2 train: 0.549, R^2 test: 0.251 Bootstrap CV 53, alpha = (3000, 2, 5), R^2 train: 0.394, R^2 test: 0.274 Bootstrap CV 53, alpha = (3000, 2, 7), R^2 train: 0.363, R^2 test: 0.278 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.872, Explained Variance Score Train: 0.363 AUC Validation: 0.694, Explained Variance Score Validation: 0.307 AUC Test: 0.771, Explained Variance Score Test: 0.243 Bootstrap CV 61, alpha = (3000, 2, 1), R^2 train: 0.686, R^2 test: 0.183 Bootstrap CV 61, alpha = (3000, 2, 2), R^2 train: 0.579, R^2 test: 0.217 Bootstrap CV 61, alpha = (3000, 2, 5), R^2 train: 0.433, R^2 test: 0.272 Bootstrap CV 61, alpha = (3000, 2, 7), R^2 train: 0.397, R^2 test: 0.277 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.843, Explained Variance Score Train: 0.397 AUC Validation: 0.680, Explained Variance Score Validation: 0.310 AUC Test: 0.797, Explained Variance Score Test: 0.261 Bootstrap CV 50, alpha = (3000, 2, 1), R^2 train: 0.708, R^2 test: 0.001 Bootstrap CV 50, alpha = (3000, 2, 2), R^2 train: 0.508, R^2 test: 0.177 Bootstrap CV 50, alpha = (3000, 2, 5), R^2 train: 0.278, R^2 test: 0.254 Bootstrap CV 50, alpha = (3000, 2, 7), R^2 train: 0.230, R^2 test: 0.269 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.803, Explained Variance Score Train: 0.278 AUC Validation: 0.746, Explained Variance Score Validation: 0.299 AUC Test: 0.761, Explained Variance Score Test: 0.243 Bootstrap CV 54, alpha = (3000, 2, 1), R^2 train: 0.657, R^2 test: -0.018 Bootstrap CV 54, alpha = (3000, 2, 2), R^2 train: 0.494, R^2 test: 0.088 Bootstrap CV 54, alpha = (3000, 2, 5), R^2 train: 0.301, R^2 test: 0.139 Bootstrap CV 54, alpha = (3000, 2, 7), R^2 train: 0.261, R^2 test: 0.151 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.769, Explained Variance Score Train: 0.261 AUC Validation: 0.706, Explained Variance Score Validation: 0.151 AUC Test: 0.790, Explained Variance Score Test: 0.220 Bootstrap CV 59, alpha = (3000, 2, 1), R^2 train: 0.632, R^2 test: -0.216 Bootstrap CV 59, alpha = (3000, 2, 2), R^2 train: 0.443, R^2 test: 0.125 Bootstrap CV 59, alpha = (3000, 2, 5), R^2 train: 0.287, R^2 test: 0.260 Bootstrap CV 59, alpha = (3000, 2, 7), R^2 train: 0.264, R^2 test: 0.256 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.910, Explained Variance Score Train: 0.443 AUC Validation: 0.705, Explained Variance Score Validation: 0.164 AUC Test: 0.728, Explained Variance Score Test: 0.251 Bootstrap CV 63, alpha = (3000, 2, 1), R^2 train: 0.619, R^2 test: -0.340 Bootstrap CV 63, alpha = (3000, 2, 2), R^2 train: 0.534, R^2 test: -0.255 Bootstrap CV 63, alpha = (3000, 2, 5), R^2 train: 0.416, R^2 test: -0.101 Bootstrap CV 63, alpha = (3000, 2, 7), R^2 train: 0.393, R^2 test: -0.044 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.889, Explained Variance Score Train: 0.393 AUC Validation: 0.582, Explained Variance Score Validation: -0.034 AUC Test: 0.769, Explained Variance Score Test: 0.248 Running batch 5 of 7 with 16 nodes Bootstrap CV 75, alpha = (3000, 2, 1), R^2 train: 0.810, R^2 test: -0.327 Bootstrap CV 75, alpha = (3000, 2, 2), R^2 train: 0.595, R^2 test: -0.028 Bootstrap CV 75, alpha = (3000, 2, 5), R^2 train: 0.382, R^2 test: 0.050 Bootstrap CV 75, alpha = (3000, 2, 7), R^2 train: 0.330, R^2 test: 0.125 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.795, Explained Variance Score Train: 0.330 AUC Validation: 0.689, Explained Variance Score Validation: 0.167 AUC Test: 0.725, Explained Variance Score Test: 0.214 Bootstrap CV 72, alpha = (3000, 2, 1), R^2 train: 0.723, R^2 test: -0.565 Bootstrap CV 72, alpha = (3000, 2, 2), R^2 train: 0.503, R^2 test: 0.001 Bootstrap CV 72, alpha = (3000, 2, 5), R^2 train: 0.388, R^2 test: 0.040 Bootstrap CV 72, alpha = (3000, 2, 7), R^2 train: 0.373, R^2 test: 0.061 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.882, Explained Variance Score Train: 0.503 AUC Validation: 0.768, Explained Variance Score Validation: 0.048 AUC Test: 0.710, Explained Variance Score Test: 0.214 Bootstrap CV 69, alpha = (3000, 2, 1), R^2 train: 0.736, R^2 test: -0.016 Bootstrap CV 69, alpha = (3000, 2, 2), R^2 train: 0.570, R^2 test: 0.123 Bootstrap CV 69, alpha = (3000, 2, 5), R^2 train: 0.395, R^2 test: 0.233 Bootstrap CV 69, alpha = (3000, 2, 7), R^2 train: 0.353, R^2 test: 0.254 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.848, Explained Variance Score Train: 0.395 AUC Validation: 0.752, Explained Variance Score Validation: 0.234 AUC Test: 0.761, Explained Variance Score Test: 0.261 Bootstrap CV 73, alpha = (3000, 2, 1), R^2 train: 0.640, R^2 test: 0.120 Bootstrap CV 73, alpha = (3000, 2, 2), R^2 train: 0.478, R^2 test: 0.211 Bootstrap CV 73, alpha = (3000, 2, 5), R^2 train: 0.320, R^2 test: 0.330 Bootstrap CV 73, alpha = (3000, 2, 7), R^2 train: 0.295, R^2 test: 0.332 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.844, Explained Variance Score Train: 0.320 AUC Validation: 0.778, Explained Variance Score Validation: 0.331 AUC Test: 0.759, Explained Variance Score Test: 0.249 Bootstrap CV 77, alpha = (3000, 2, 1), R^2 train: 0.817, R^2 test: 0.126 Bootstrap CV 77, alpha = (3000, 2, 2), R^2 train: 0.657, R^2 test: 0.245 Bootstrap CV 77, alpha = (3000, 2, 5), R^2 train: 0.509, R^2 test: 0.348 Bootstrap CV 77, alpha = (3000, 2, 7), R^2 train: 0.480, R^2 test: 0.345 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.880, Explained Variance Score Train: 0.480 AUC Validation: 0.792, Explained Variance Score Validation: 0.355 AUC Test: 0.782, Explained Variance Score Test: 0.254 Bootstrap CV 64, alpha = (3000, 2, 1), R^2 train: 0.704, R^2 test: 0.109 Bootstrap CV 64, alpha = (3000, 2, 2), R^2 train: 0.553, R^2 test: 0.179 Bootstrap CV 64, alpha = (3000, 2, 5), R^2 train: 0.365, R^2 test: 0.228 Bootstrap CV 64, alpha = (3000, 2, 7), R^2 train: 0.318, R^2 test: 0.226 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.787, Explained Variance Score Train: 0.318 AUC Validation: 0.796, Explained Variance Score Validation: 0.234 AUC Test: 0.768, Explained Variance Score Test: 0.239 Bootstrap CV 65, alpha = (3000, 2, 1), R^2 train: 0.678, R^2 test: -0.079 Bootstrap CV 65, alpha = (3000, 2, 2), R^2 train: 0.558, R^2 test: 0.090 Bootstrap CV 65, alpha = (3000, 2, 5), R^2 train: 0.421, R^2 test: 0.249 Bootstrap CV 65, alpha = (3000, 2, 7), R^2 train: 0.393, R^2 test: 0.289 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.863, Explained Variance Score Train: 0.393 AUC Validation: 0.693, Explained Variance Score Validation: 0.303 AUC Test: 0.772, Explained Variance Score Test: 0.268 Bootstrap CV 68, alpha = (3000, 2, 1), R^2 train: 0.687, R^2 test: 0.040 Bootstrap CV 68, alpha = (3000, 2, 2), R^2 train: 0.504, R^2 test: 0.097 Bootstrap CV 68, alpha = (3000, 2, 5), R^2 train: 0.312, R^2 test: 0.197 Bootstrap CV 68, alpha = (3000, 2, 7), R^2 train: 0.267, R^2 test: 0.236 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.786, Explained Variance Score Train: 0.267 AUC Validation: 0.803, Explained Variance Score Validation: 0.242 AUC Test: 0.722, Explained Variance Score Test: 0.164 Bootstrap CV 76, alpha = (3000, 2, 1), R^2 train: 0.809, R^2 test: 0.102 Bootstrap CV 76, alpha = (3000, 2, 2), R^2 train: 0.672, R^2 test: 0.263 Bootstrap CV 76, alpha = (3000, 2, 5), R^2 train: 0.527, R^2 test: 0.303 Bootstrap CV 76, alpha = (3000, 2, 7), R^2 train: 0.491, R^2 test: 0.283 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.823, Explained Variance Score Train: 0.527 AUC Validation: 0.555, Explained Variance Score Validation: 0.305 AUC Test: 0.743, Explained Variance Score Test: 0.254 Bootstrap CV 79, alpha = (3000, 2, 1), R^2 train: 0.732, R^2 test: -0.272 Bootstrap CV 79, alpha = (3000, 2, 2), R^2 train: 0.511, R^2 test: -0.003 Bootstrap CV 79, alpha = (3000, 2, 5), R^2 train: 0.379, R^2 test: 0.150 Bootstrap CV 79, alpha = (3000, 2, 7), R^2 train: 0.294, R^2 test: 0.218 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.831, Explained Variance Score Train: 0.379 AUC Validation: 0.759, Explained Variance Score Validation: 0.152 AUC Test: 0.755, Explained Variance Score Test: 0.219 Bootstrap CV 67, alpha = (3000, 2, 1), R^2 train: 0.724, R^2 test: -0.236 Bootstrap CV 67, alpha = (3000, 2, 2), R^2 train: 0.557, R^2 test: -0.116 Bootstrap CV 67, alpha = (3000, 2, 5), R^2 train: 0.444, R^2 test: 0.020 Bootstrap CV 67, alpha = (3000, 2, 7), R^2 train: 0.411, R^2 test: 0.064 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.887, Explained Variance Score Train: 0.411 AUC Validation: 0.740, Explained Variance Score Validation: 0.110 AUC Test: 0.767, Explained Variance Score Test: 0.237 Bootstrap CV 71, alpha = (3000, 2, 1), R^2 train: 0.834, R^2 test: -0.011 Bootstrap CV 71, alpha = (3000, 2, 2), R^2 train: 0.668, R^2 test: 0.099 Bootstrap CV 71, alpha = (3000, 2, 5), R^2 train: 0.516, R^2 test: 0.172 Bootstrap CV 71, alpha = (3000, 2, 7), R^2 train: 0.464, R^2 test: 0.215 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.893, Explained Variance Score Train: 0.464 AUC Validation: 0.801, Explained Variance Score Validation: 0.220 AUC Test: 0.763, Explained Variance Score Test: 0.241 Bootstrap CV 74, alpha = (3000, 2, 1), R^2 train: 0.594, R^2 test: 0.190 Bootstrap CV 74, alpha = (3000, 2, 2), R^2 train: 0.413, R^2 test: 0.261 Bootstrap CV 74, alpha = (3000, 2, 5), R^2 train: 0.307, R^2 test: 0.316 Bootstrap CV 74, alpha = (3000, 2, 7), R^2 train: 0.264, R^2 test: 0.293 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.771, Explained Variance Score Train: 0.264 AUC Validation: 0.772, Explained Variance Score Validation: 0.302 AUC Test: 0.742, Explained Variance Score Test: 0.232 Bootstrap CV 66, alpha = (3000, 2, 1), R^2 train: 0.781, R^2 test: 0.057 Bootstrap CV 66, alpha = (3000, 2, 2), R^2 train: 0.609, R^2 test: 0.180 Bootstrap CV 66, alpha = (3000, 2, 5), R^2 train: 0.443, R^2 test: 0.226 Bootstrap CV 66, alpha = (3000, 2, 7), R^2 train: 0.403, R^2 test: 0.215 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.879, Explained Variance Score Train: 0.443 AUC Validation: 0.782, Explained Variance Score Validation: 0.227 AUC Test: 0.777, Explained Variance Score Test: 0.266 Bootstrap CV 70, alpha = (3000, 2, 1), R^2 train: 0.700, R^2 test: 0.288 Bootstrap CV 70, alpha = (3000, 2, 2), R^2 train: 0.565, R^2 test: 0.300 Bootstrap CV 70, alpha = (3000, 2, 5), R^2 train: 0.407, R^2 test: 0.328 Bootstrap CV 70, alpha = (3000, 2, 7), R^2 train: 0.372, R^2 test: 0.336 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.829, Explained Variance Score Train: 0.407 AUC Validation: 0.782, Explained Variance Score Validation: 0.331 AUC Test: 0.768, Explained Variance Score Test: 0.258 Bootstrap CV 78, alpha = (3000, 2, 1), R^2 train: 0.684, R^2 test: -0.269 Bootstrap CV 78, alpha = (3000, 2, 2), R^2 train: 0.553, R^2 test: -0.117 Bootstrap CV 78, alpha = (3000, 2, 5), R^2 train: 0.406, R^2 test: 0.027 Bootstrap CV 78, alpha = (3000, 2, 7), R^2 train: 0.371, R^2 test: 0.057 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.821, Explained Variance Score Train: 0.371 AUC Validation: 0.673, Explained Variance Score Validation: 0.084 AUC Test: 0.787, Explained Variance Score Test: 0.254 Running batch 6 of 7 with 16 nodes Bootstrap CV 89, alpha = (3000, 2, 1), R^2 train: 0.758, R^2 test: -0.014 Bootstrap CV 89, alpha = (3000, 2, 2), R^2 train: 0.554, R^2 test: 0.174 Bootstrap CV 89, alpha = (3000, 2, 5), R^2 train: 0.413, R^2 test: 0.204 Bootstrap CV 89, alpha = (3000, 2, 7), R^2 train: 0.377, R^2 test: 0.206 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.784, Explained Variance Score Train: 0.377 AUC Validation: 0.814, Explained Variance Score Validation: 0.206 AUC Test: 0.740, Explained Variance Score Test: 0.216 Bootstrap CV 93, alpha = (3000, 2, 1), R^2 train: 0.671, R^2 test: -0.193 Bootstrap CV 93, alpha = (3000, 2, 2), R^2 train: 0.500, R^2 test: -0.044 Bootstrap CV 93, alpha = (3000, 2, 5), R^2 train: 0.352, R^2 test: -0.025 Bootstrap CV 93, alpha = (3000, 2, 7), R^2 train: 0.309, R^2 test: -0.015 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.815, Explained Variance Score Train: 0.309 AUC Validation: 0.653, Explained Variance Score Validation: -0.014 AUC Test: 0.753, Explained Variance Score Test: 0.217 Bootstrap CV 81, alpha = (3000, 2, 1), R^2 train: 0.624, R^2 test: 0.087 Bootstrap CV 81, alpha = (3000, 2, 2), R^2 train: 0.458, R^2 test: 0.224 Bootstrap CV 81, alpha = (3000, 2, 5), R^2 train: 0.286, R^2 test: 0.196 Bootstrap CV 81, alpha = (3000, 2, 7), R^2 train: 0.251, R^2 test: 0.197 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.779, Explained Variance Score Train: 0.251 AUC Validation: 0.801, Explained Variance Score Validation: 0.204 AUC Test: 0.735, Explained Variance Score Test: 0.217 Bootstrap CV 91, alpha = (3000, 2, 1), R^2 train: 0.694, R^2 test: -0.031 Bootstrap CV 91, alpha = (3000, 2, 2), R^2 train: 0.571, R^2 test: 0.116 Bootstrap CV 91, alpha = (3000, 2, 5), R^2 train: 0.392, R^2 test: 0.239 Bootstrap CV 91, alpha = (3000, 2, 7), R^2 train: 0.349, R^2 test: 0.265 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.761, Explained Variance Score Train: 0.349 AUC Validation: 0.837, Explained Variance Score Validation: 0.267 AUC Test: 0.753, Explained Variance Score Test: 0.233 Bootstrap CV 88, alpha = (3000, 2, 1), R^2 train: 0.676, R^2 test: -0.483 Bootstrap CV 88, alpha = (3000, 2, 2), R^2 train: 0.531, R^2 test: -0.234 Bootstrap CV 88, alpha = (3000, 2, 5), R^2 train: 0.351, R^2 test: -0.094 Bootstrap CV 88, alpha = (3000, 2, 7), R^2 train: 0.311, R^2 test: -0.046 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.791, Explained Variance Score Train: 0.311 AUC Validation: 0.664, Explained Variance Score Validation: -0.004 AUC Test: 0.766, Explained Variance Score Test: 0.239 Bootstrap CV 90, alpha = (3000, 2, 1), R^2 train: 0.773, R^2 test: 0.005 Bootstrap CV 90, alpha = (3000, 2, 2), R^2 train: 0.624, R^2 test: 0.032 Bootstrap CV 90, alpha = (3000, 2, 5), R^2 train: 0.502, R^2 test: 0.084 Bootstrap CV 90, alpha = (3000, 2, 7), R^2 train: 0.466, R^2 test: 0.115 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.834, Explained Variance Score Train: 0.466 AUC Validation: 0.632, Explained Variance Score Validation: 0.115 AUC Test: 0.742, Explained Variance Score Test: 0.228 Bootstrap CV 86, alpha = (3000, 2, 1), R^2 train: 0.729, R^2 test: 0.057 Bootstrap CV 86, alpha = (3000, 2, 2), R^2 train: 0.493, R^2 test: 0.288 Bootstrap CV 86, alpha = (3000, 2, 5), R^2 train: 0.378, R^2 test: 0.327 Bootstrap CV 86, alpha = (3000, 2, 7), R^2 train: 0.350, R^2 test: 0.325 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.868, Explained Variance Score Train: 0.378 AUC Validation: 0.746, Explained Variance Score Validation: 0.333 AUC Test: 0.751, Explained Variance Score Test: 0.227 Bootstrap CV 92, alpha = (3000, 2, 1), R^2 train: 0.742, R^2 test: 0.019 Bootstrap CV 92, alpha = (3000, 2, 2), R^2 train: 0.531, R^2 test: 0.145 Bootstrap CV 92, alpha = (3000, 2, 5), R^2 train: 0.348, R^2 test: 0.182 Bootstrap CV 92, alpha = (3000, 2, 7), R^2 train: 0.312, R^2 test: 0.169 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.798, Explained Variance Score Train: 0.312 AUC Validation: 0.695, Explained Variance Score Validation: 0.169 AUC Test: 0.776, Explained Variance Score Test: 0.272 Bootstrap CV 95, alpha = (3000, 2, 1), R^2 train: 0.807, R^2 test: -0.408 Bootstrap CV 95, alpha = (3000, 2, 2), R^2 train: 0.647, R^2 test: -0.457 Bootstrap CV 95, alpha = (3000, 2, 5), R^2 train: 0.486, R^2 test: -0.298 Bootstrap CV 95, alpha = (3000, 2, 7), R^2 train: 0.445, R^2 test: -0.245 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.861, Explained Variance Score Train: 0.445 AUC Validation: 0.661, Explained Variance Score Validation: -0.220 AUC Test: 0.750, Explained Variance Score Test: 0.208 Bootstrap CV 84, alpha = (3000, 2, 1), R^2 train: 0.694, R^2 test: 0.198 Bootstrap CV 84, alpha = (3000, 2, 2), R^2 train: 0.550, R^2 test: 0.206 Bootstrap CV 84, alpha = (3000, 2, 5), R^2 train: 0.410, R^2 test: 0.215 Bootstrap CV 84, alpha = (3000, 2, 7), R^2 train: 0.377, R^2 test: 0.231 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.798, Explained Variance Score Train: 0.377 AUC Validation: 0.756, Explained Variance Score Validation: 0.242 AUC Test: 0.772, Explained Variance Score Test: 0.260 Bootstrap CV 83, alpha = (3000, 2, 1), R^2 train: 0.677, R^2 test: -0.003 Bootstrap CV 83, alpha = (3000, 2, 2), R^2 train: 0.520, R^2 test: 0.001 Bootstrap CV 83, alpha = (3000, 2, 5), R^2 train: 0.340, R^2 test: 0.163 Bootstrap CV 83, alpha = (3000, 2, 7), R^2 train: 0.302, R^2 test: 0.224 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.781, Explained Variance Score Train: 0.302 AUC Validation: 0.757, Explained Variance Score Validation: 0.263 AUC Test: 0.762, Explained Variance Score Test: 0.251 Bootstrap CV 94, alpha = (3000, 2, 1), R^2 train: 0.755, R^2 test: -0.179 Bootstrap CV 94, alpha = (3000, 2, 2), R^2 train: 0.589, R^2 test: 0.011 Bootstrap CV 94, alpha = (3000, 2, 5), R^2 train: 0.418, R^2 test: 0.169 Bootstrap CV 94, alpha = (3000, 2, 7), R^2 train: 0.378, R^2 test: 0.225 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.848, Explained Variance Score Train: 0.378 AUC Validation: 0.858, Explained Variance Score Validation: 0.238 AUC Test: 0.782, Explained Variance Score Test: 0.272 Bootstrap CV 87, alpha = (3000, 2, 1), R^2 train: 0.738, R^2 test: 0.014 Bootstrap CV 87, alpha = (3000, 2, 2), R^2 train: 0.560, R^2 test: 0.164 Bootstrap CV 87, alpha = (3000, 2, 5), R^2 train: 0.396, R^2 test: 0.309 Bootstrap CV 87, alpha = (3000, 2, 7), R^2 train: 0.335, R^2 test: 0.329 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.855, Explained Variance Score Train: 0.396 AUC Validation: 0.794, Explained Variance Score Validation: 0.310 AUC Test: 0.771, Explained Variance Score Test: 0.283 Bootstrap CV 80, alpha = (3000, 2, 1), R^2 train: 0.650, R^2 test: 0.097 Bootstrap CV 80, alpha = (3000, 2, 2), R^2 train: 0.539, R^2 test: 0.230 Bootstrap CV 80, alpha = (3000, 2, 5), R^2 train: 0.381, R^2 test: 0.287 Bootstrap CV 80, alpha = (3000, 2, 7), R^2 train: 0.351, R^2 test: 0.293 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.863, Explained Variance Score Train: 0.351 AUC Validation: 0.823, Explained Variance Score Validation: 0.293 AUC Test: 0.777, Explained Variance Score Test: 0.258 Bootstrap CV 82, alpha = (3000, 2, 1), R^2 train: 0.795, R^2 test: 0.080 Bootstrap CV 82, alpha = (3000, 2, 2), R^2 train: 0.573, R^2 test: 0.166 Bootstrap CV 82, alpha = (3000, 2, 5), R^2 train: 0.330, R^2 test: 0.199 Bootstrap CV 82, alpha = (3000, 2, 7), R^2 train: 0.275, R^2 test: 0.198 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.750, Explained Variance Score Train: 0.275 AUC Validation: 0.749, Explained Variance Score Validation: 0.204 AUC Test: 0.789, Explained Variance Score Test: 0.261 Bootstrap CV 85, alpha = (3000, 2, 1), R^2 train: 0.671, R^2 test: 0.096 Bootstrap CV 85, alpha = (3000, 2, 2), R^2 train: 0.524, R^2 test: 0.221 Bootstrap CV 85, alpha = (3000, 2, 5), R^2 train: 0.377, R^2 test: 0.208 Bootstrap CV 85, alpha = (3000, 2, 7), R^2 train: 0.341, R^2 test: 0.212 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.854, Explained Variance Score Train: 0.341 AUC Validation: 0.751, Explained Variance Score Validation: 0.229 AUC Test: 0.748, Explained Variance Score Test: 0.223 Running batch 7 of 7 with 4 nodes Bootstrap CV 99, alpha = (3000, 2, 1), R^2 train: 0.717, R^2 test: -0.027 Bootstrap CV 99, alpha = (3000, 2, 2), R^2 train: 0.536, R^2 test: 0.082 Bootstrap CV 99, alpha = (3000, 2, 5), R^2 train: 0.413, R^2 test: 0.228 Bootstrap CV 99, alpha = (3000, 2, 7), R^2 train: 0.365, R^2 test: 0.282 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.788, Explained Variance Score Train: 0.365 AUC Validation: 0.784, Explained Variance Score Validation: 0.282 AUC Test: 0.774, Explained Variance Score Test: 0.262 Bootstrap CV 97, alpha = (3000, 2, 1), R^2 train: 0.681, R^2 test: 0.248 Bootstrap CV 97, alpha = (3000, 2, 2), R^2 train: 0.526, R^2 test: 0.330 Bootstrap CV 97, alpha = (3000, 2, 5), R^2 train: 0.384, R^2 test: 0.353 Bootstrap CV 97, alpha = (3000, 2, 7), R^2 train: 0.356, R^2 test: 0.341 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.821, Explained Variance Score Train: 0.356 AUC Validation: 0.730, Explained Variance Score Validation: 0.361 AUC Test: 0.768, Explained Variance Score Test: 0.246 Bootstrap CV 98, alpha = (3000, 2, 1), R^2 train: 0.621, R^2 test: 0.053 Bootstrap CV 98, alpha = (3000, 2, 2), R^2 train: 0.452, R^2 test: 0.122 Bootstrap CV 98, alpha = (3000, 2, 5), R^2 train: 0.309, R^2 test: 0.141 Bootstrap CV 98, alpha = (3000, 2, 7), R^2 train: 0.277, R^2 test: 0.156 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.822, Explained Variance Score Train: 0.309 AUC Validation: 0.668, Explained Variance Score Validation: 0.164 AUC Test: 0.780, Explained Variance Score Test: 0.223 Bootstrap CV 96, alpha = (3000, 2, 1), R^2 train: 0.806, R^2 test: 0.099 Bootstrap CV 96, alpha = (3000, 2, 2), R^2 train: 0.612, R^2 test: 0.201 Bootstrap CV 96, alpha = (3000, 2, 5), R^2 train: 0.444, R^2 test: 0.244 Bootstrap CV 96, alpha = (3000, 2, 7), R^2 train: 0.423, R^2 test: 0.237 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.870, Explained Variance Score Train: 0.423 AUC Validation: 0.809, Explained Variance Score Validation: 0.253 AUC Test: 0.758, Explained Variance Score Test: 0.161 total Variables 1 and total subjects: 1698 ->AUC validation: 0.730 95% CI: [0.717 , 0.742] ->AUC test: 0.764 95% CI: [0.760 , 0.768] ->R^2 validation: 0.195 95% CI: [0.173 , 0.217] ->R^2 test: 0.244 95% CI: [0.239 , 0.249] ->Explained Variance validation: 0.184 95% CI: [0.162 , 0.207] ->Explained Variance test: 0.239 95% CI: [0.234 , 0.244] Test set metrics: @threshold:3.830, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:2.830, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:2.608, sens:0.018, spec:0.996, ppv:0.500, acc:0.838, f1:0.035, mcc:0.077, total+:2, total-:337 @threshold:1.846, sens:0.018, spec:0.993, ppv:0.333, acc:0.835, f1:0.034, mcc:0.024, total+:3, total-:336 @threshold:1.576, sens:0.055, spec:0.986, ppv:0.429, acc:0.835, f1:0.097, mcc:0.029, total+:7, total-:332 @threshold:1.483, sens:0.091, spec:0.982, ppv:0.500, acc:0.838, f1:0.154, mcc:0.035, total+:10, total-:329 @threshold:1.451, sens:0.109, spec:0.982, ppv:0.545, acc:0.841, f1:0.182, mcc:0.042, total+:11, total-:328 @threshold:1.365, sens:0.109, spec:0.979, ppv:0.500, acc:0.838, f1:0.179, mcc:0.032, total+:12, total-:327 @threshold:1.269, sens:0.218, spec:0.972, ppv:0.600, acc:0.850, f1:0.320, mcc:0.041, total+:20, total-:319 @threshold:0.965, sens:0.218, spec:0.968, ppv:0.571, acc:0.847, f1:0.316, mcc:0.035, total+:21, total-:318 @threshold:0.806, sens:0.255, spec:0.951, ppv:0.500, acc:0.838, f1:0.337, mcc:0.022, total+:28, total-:311 @threshold:0.797, sens:0.255, spec:0.944, ppv:0.467, acc:0.832, f1:0.329, mcc:0.018, total+:30, total-:309 @threshold:0.776, sens:0.273, spec:0.944, ppv:0.484, acc:0.835, f1:0.349, mcc:0.019, total+:31, total-:308 @threshold:0.766, sens:0.273, spec:0.933, ppv:0.441, acc:0.826, f1:0.337, mcc:0.015, total+:34, total-:305 @threshold:0.743, sens:0.291, spec:0.930, ppv:0.444, acc:0.826, f1:0.352, mcc:0.015, total+:36, total-:303 @threshold:0.739, sens:0.291, spec:0.923, ppv:0.421, acc:0.820, f1:0.344, mcc:0.013, total+:38, total-:301 @threshold:0.720, sens:0.291, spec:0.891, ppv:0.340, acc:0.794, f1:0.314, mcc:0.007, total+:47, total-:292 @threshold:0.712, sens:0.309, spec:0.887, ppv:0.347, acc:0.794, f1:0.327, mcc:0.007, total+:49, total-:290 @threshold:0.698, sens:0.309, spec:0.884, ppv:0.340, acc:0.791, f1:0.324, mcc:0.007, total+:50, total-:289 @threshold:0.697, sens:0.309, spec:0.877, ppv:0.327, acc:0.785, f1:0.318, mcc:0.006, total+:52, total-:287 @threshold:0.692, sens:0.327, spec:0.877, ppv:0.340, acc:0.788, f1:0.333, mcc:0.007, total+:53, 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sens:0.418, spec:0.778, ppv:0.267, acc:0.720, f1:0.326, mcc:0.003, total+:86, total-:253 @threshold:0.499, sens:0.436, spec:0.778, ppv:0.276, acc:0.723, f1:0.338, mcc:0.003, total+:87, total-:252 @threshold:0.456, sens:0.436, spec:0.775, ppv:0.273, acc:0.720, f1:0.336, mcc:0.003, total+:88, total-:251 @threshold:0.439, sens:0.455, spec:0.775, ppv:0.281, acc:0.723, f1:0.347, mcc:0.004, total+:89, total-:250 @threshold:0.428, sens:0.473, spec:0.764, ppv:0.280, acc:0.717, f1:0.351, mcc:0.004, total+:93, total-:246 @threshold:0.392, sens:0.473, spec:0.754, ppv:0.271, acc:0.708, f1:0.344, mcc:0.003, total+:96, total-:243 @threshold:0.380, sens:0.473, spec:0.746, ppv:0.265, acc:0.702, f1:0.340, mcc:0.003, total+:98, total-:241 @threshold:0.339, sens:0.473, spec:0.743, ppv:0.263, acc:0.699, f1:0.338, mcc:0.003, total+:99, total-:240 @threshold:0.317, sens:0.491, spec:0.739, ppv:0.267, acc:0.699, f1:0.346, mcc:0.003, total+:101, total-:238 @threshold:0.315, sens:0.509, spec:0.732, ppv:0.269, acc:0.696, f1:0.352, mcc:0.003, total+:104, total-:235 @threshold:0.315, sens:0.509, spec:0.729, ppv:0.267, acc:0.693, f1:0.350, mcc:0.003, total+:105, total-:234 @threshold:0.313, sens:0.509, spec:0.718, ppv:0.259, acc:0.684, f1:0.344, mcc:0.003, total+:108, total-:231 @threshold:0.289, sens:0.527, spec:0.708, ppv:0.259, acc:0.678, f1:0.347, mcc:0.003, total+:112, total-:227 @threshold:0.289, sens:0.545, spec:0.704, ppv:0.263, acc:0.678, f1:0.355, mcc:0.003, total+:114, total-:225 @threshold:0.288, sens:0.545, spec:0.701, ppv:0.261, acc:0.676, f1:0.353, mcc:0.003, total+:115, total-:224 @threshold:0.283, sens:0.564, spec:0.690, ppv:0.261, acc:0.670, f1:0.356, mcc:0.003, total+:119, total-:220 @threshold:0.262, sens:0.582, spec:0.687, ppv:0.264, acc:0.670, f1:0.364, mcc:0.003, total+:121, total-:218 @threshold:0.249, sens:0.600, spec:0.683, ppv:0.268, acc:0.670, f1:0.371, mcc:0.003, total+:123, total-:216 @threshold:0.247, sens:0.600, spec:0.680, ppv:0.266, acc:0.667, f1:0.369, mcc:0.003, total+:124, total-:215 @threshold:0.225, sens:0.600, spec:0.662, ppv:0.256, acc:0.652, f1:0.359, mcc:0.003, total+:129, total-:210 @threshold:0.217, sens:0.600, spec:0.658, ppv:0.254, acc:0.649, f1:0.357, mcc:0.003, total+:130, total-:209 @threshold:0.209, sens:0.618, spec:0.658, ppv:0.260, acc:0.652, f1:0.366, mcc:0.003, total+:131, total-:208 @threshold:0.208, sens:0.618, spec:0.651, ppv:0.256, acc:0.646, f1:0.362, mcc:0.003, total+:133, total-:206 @threshold:0.205, sens:0.636, spec:0.651, ppv:0.261, acc:0.649, f1:0.370, mcc:0.003, total+:134, total-:205 @threshold:0.202, sens:0.655, spec:0.644, ppv:0.263, acc:0.646, f1:0.375, mcc:0.003, total+:137, total-:202 @threshold:0.189, sens:0.673, spec:0.644, ppv:0.268, acc:0.649, f1:0.383, mcc:0.003, total+:138, total-:201 @threshold:0.158, sens:0.691, spec:0.641, ppv:0.271, acc:0.649, f1:0.390, mcc:0.003, total+:140, total-:199 @threshold:0.157, sens:0.709, spec:0.641, ppv:0.277, acc:0.652, f1:0.398, mcc:0.003, total+:141, total-:198 @threshold:0.142, sens:0.709, spec:0.627, ppv:0.269, acc:0.640, f1:0.390, mcc:0.003, total+:145, total-:194 @threshold:0.128, sens:0.709, spec:0.616, ppv:0.264, acc:0.631, f1:0.384, mcc:0.003, total+:148, total-:191 @threshold:0.104, sens:0.709, spec:0.602, ppv:0.257, acc:0.619, f1:0.377, mcc:0.003, total+:152, total-:187 @threshold:0.089, sens:0.709, spec:0.599, ppv:0.255, acc:0.617, f1:0.375, mcc:0.003, total+:153, total-:186 @threshold:0.085, sens:0.709, spec:0.592, ppv:0.252, acc:0.611, f1:0.371, mcc:0.003, total+:155, total-:184 @threshold:0.075, sens:0.709, spec:0.588, ppv:0.250, acc:0.608, f1:0.370, mcc:0.003, total+:156, total-:183 @threshold:0.075, sens:0.727, spec:0.588, ppv:0.255, acc:0.611, f1:0.377, mcc:0.003, total+:157, total-:182 @threshold:0.074, sens:0.727, spec:0.585, ppv:0.253, acc:0.608, f1:0.376, mcc:0.003, total+:158, total-:181 @threshold:0.064, sens:0.764, spec:0.581, ppv:0.261, acc:0.611, f1:0.389, mcc:0.003, total+:161, total-:178 @threshold:0.056, sens:0.764, spec:0.567, ppv:0.255, acc:0.599, f1:0.382, mcc:0.003, total+:165, total-:174 @threshold:-0.046, sens:0.782, spec:0.563, ppv:0.257, acc:0.599, f1:0.387, mcc:0.003, total+:167, total-:172 @threshold:-0.046, sens:0.782, spec:0.560, ppv:0.256, acc:0.596, f1:0.386, mcc:0.003, total+:168, total-:171 @threshold:-0.057, sens:0.782, spec:0.549, ppv:0.251, acc:0.587, f1:0.381, mcc:0.003, total+:171, total-:168 @threshold:-0.068, sens:0.782, spec:0.546, ppv:0.250, acc:0.584, f1:0.379, mcc:0.003, total+:172, total-:167 @threshold:-0.076, sens:0.800, spec:0.539, ppv:0.251, acc:0.581, f1:0.383, mcc:0.003, total+:175, total-:164 @threshold:-0.096, sens:0.800, spec:0.535, ppv:0.250, acc:0.578, f1:0.381, mcc:0.003, total+:176, total-:163 @threshold:-0.102, sens:0.836, spec:0.532, ppv:0.257, acc:0.581, f1:0.393, mcc:0.003, total+:179, total-:160 @threshold:-0.110, sens:0.836, spec:0.507, ppv:0.247, acc:0.560, f1:0.382, mcc:0.003, total+:186, total-:153 @threshold:-0.202, sens:0.836, spec:0.489, ppv:0.241, acc:0.546, f1:0.374, mcc:0.002, total+:191, total-:148 @threshold:-0.205, sens:0.836, spec:0.486, ppv:0.240, acc:0.543, f1:0.372, mcc:0.002, total+:192, total-:147 @threshold:-0.205, sens:0.836, spec:0.479, ppv:0.237, acc:0.537, f1:0.369, mcc:0.002, total+:194, total-:145 @threshold:-0.210, sens:0.836, spec:0.475, ppv:0.236, acc:0.534, f1:0.368, mcc:0.002, total+:195, total-:144 @threshold:-0.214, sens:0.836, spec:0.458, ppv:0.230, acc:0.519, f1:0.361, mcc:0.002, total+:200, total-:139 @threshold:-0.220, sens:0.836, spec:0.454, ppv:0.229, acc:0.516, f1:0.359, mcc:0.002, total+:201, total-:138 @threshold:-0.223, sens:0.836, spec:0.447, ppv:0.227, acc:0.510, f1:0.357, mcc:0.002, total+:203, total-:136 @threshold:-0.224, sens:0.836, spec:0.444, ppv:0.225, acc:0.507, f1:0.355, mcc:0.002, total+:204, total-:135 @threshold:-0.235, sens:0.836, spec:0.437, ppv:0.223, acc:0.501, f1:0.352, mcc:0.002, total+:206, total-:133 @threshold:-0.253, sens:0.855, spec:0.423, ppv:0.223, acc:0.493, f1:0.353, mcc:0.002, total+:211, total-:128 @threshold:-0.258, sens:0.855, spec:0.415, ppv:0.221, acc:0.487, f1:0.351, mcc:0.002, total+:213, total-:126 @threshold:-0.265, sens:0.873, spec:0.408, ppv:0.222, acc:0.484, f1:0.354, mcc:0.002, total+:216, total-:123 @threshold:-0.269, sens:0.873, spec:0.398, ppv:0.219, acc:0.475, f1:0.350, mcc:0.002, total+:219, total-:120 @threshold:-0.281, sens:0.891, spec:0.398, ppv:0.223, acc:0.478, f1:0.356, mcc:0.002, total+:220, total-:119 @threshold:-0.335, sens:0.909, spec:0.391, ppv:0.224, acc:0.475, f1:0.360, mcc:0.002, total+:223, total-:116 @threshold:-0.339, sens:0.909, spec:0.387, ppv:0.223, acc:0.472, f1:0.358, mcc:0.002, total+:224, total-:115 @threshold:-0.340, sens:0.927, spec:0.373, ppv:0.223, acc:0.463, f1:0.359, mcc:0.002, total+:229, total-:110 @threshold:-0.351, sens:0.927, spec:0.370, ppv:0.222, acc:0.460, f1:0.358, mcc:0.002, total+:230, total-:109 @threshold:-0.355, sens:0.927, spec:0.356, ppv:0.218, acc:0.448, f1:0.353, mcc:0.002, total+:234, total-:105 @threshold:-0.356, sens:0.927, spec:0.352, ppv:0.217, acc:0.445, f1:0.352, mcc:0.002, total+:235, total-:104 @threshold:-0.442, sens:0.927, spec:0.335, ppv:0.212, acc:0.431, f1:0.346, mcc:0.002, total+:240, total-:99 @threshold:-0.451, sens:0.927, spec:0.331, ppv:0.212, acc:0.428, f1:0.345, mcc:0.002, total+:241, total-:98 @threshold:-0.452, sens:0.945, spec:0.324, ppv:0.213, acc:0.425, f1:0.348, mcc:0.002, total+:244, total-:95 @threshold:-0.453, sens:0.945, spec:0.317, ppv:0.211, acc:0.419, f1:0.346, mcc:0.002, total+:246, total-:93 @threshold:-0.457, sens:0.945, spec:0.313, ppv:0.211, acc:0.416, f1:0.344, mcc:0.002, total+:247, total-:92 @threshold:-0.492, sens:0.945, spec:0.292, ppv:0.206, acc:0.398, f1:0.338, mcc:0.002, total+:253, total-:86 @threshold:-0.513, sens:0.945, spec:0.289, ppv:0.205, acc:0.395, f1:0.337, mcc:0.002, total+:254, total-:85 @threshold:-0.572, sens:0.945, spec:0.261, ppv:0.198, acc:0.372, f1:0.328, mcc:0.002, total+:262, total-:77 @threshold:-0.619, sens:0.945, spec:0.257, ppv:0.198, acc:0.369, f1:0.327, mcc:0.002, total+:263, total-:76 @threshold:-0.638, sens:0.945, spec:0.201, ppv:0.186, acc:0.322, f1:0.311, mcc:0.001, total+:279, total-:60 @threshold:-0.644, sens:0.945, spec:0.190, ppv:0.184, acc:0.313, f1:0.309, mcc:0.001, total+:282, total-:57 @threshold:-0.652, sens:0.945, spec:0.183, ppv:0.183, acc:0.307, f1:0.307, mcc:0.001, total+:284, total-:55 @threshold:-0.652, sens:0.945, spec:0.180, ppv:0.182, acc:0.304, f1:0.306, mcc:0.001, total+:285, total-:54 @threshold:-0.656, sens:0.945, spec:0.162, ppv:0.179, acc:0.289, f1:0.301, mcc:0.001, total+:290, total-:49 @threshold:-0.663, sens:0.945, spec:0.155, ppv:0.178, acc:0.283, f1:0.300, mcc:0.001, total+:292, total-:47 @threshold:-0.664, sens:0.945, spec:0.144, ppv:0.176, acc:0.274, f1:0.297, mcc:0.001, total+:295, total-:44 @threshold:-0.665, sens:0.945, spec:0.141, ppv:0.176, acc:0.271, f1:0.296, mcc:0.001, total+:296, total-:43 @threshold:-0.666, sens:0.945, spec:0.130, ppv:0.174, acc:0.263, f1:0.294, mcc:0.001, total+:299, total-:40 @threshold:-0.675, sens:0.964, spec:0.130, ppv:0.177, acc:0.265, f1:0.299, mcc:0.001, total+:300, total-:39 @threshold:-0.680, sens:0.964, spec:0.123, ppv:0.175, acc:0.260, f1:0.297, mcc:0.001, total+:302, total-:37 @threshold:-0.682, sens:0.964, spec:0.120, ppv:0.175, acc:0.257, f1:0.296, mcc:0.001, total+:303, total-:36 @threshold:-0.695, sens:0.964, spec:0.109, ppv:0.173, acc:0.248, f1:0.294, mcc:0.001, total+:306, total-:33 @threshold:-0.695, sens:0.964, spec:0.088, ppv:0.170, acc:0.230, f1:0.289, mcc:0.001, total+:312, total-:27 @threshold:-0.736, sens:0.964, spec:0.077, ppv:0.168, acc:0.221, f1:0.286, mcc:0.001, total+:315, total-:24 @threshold:-0.738, sens:0.964, spec:0.074, ppv:0.168, acc:0.218, f1:0.286, mcc:0.001, total+:316, total-:23 @threshold:-0.760, sens:0.982, spec:0.067, ppv:0.169, acc:0.215, f1:0.289, mcc:0.001, total+:319, total-:20 @threshold:-0.761, sens:0.982, spec:0.060, ppv:0.168, acc:0.209, f1:0.287, mcc:0.001, total+:321, total-:18 @threshold:-0.768, sens:0.982, spec:0.049, ppv:0.167, acc:0.201, f1:0.285, mcc:0.001, total+:324, total-:15 @threshold:-0.856, sens:0.982, spec:0.039, ppv:0.165, acc:0.192, f1:0.283, mcc:0.001, total+:327, total-:12 @threshold:-0.875, sens:0.982, spec:0.032, ppv:0.164, acc:0.186, f1:0.281, mcc:0.001, total+:329, total-:10 @threshold:-1.065, sens:0.982, spec:0.028, ppv:0.164, acc:0.183, f1:0.281, mcc:0.001, total+:330, total-:9 @threshold:-1.099, sens:0.982, spec:0.018, ppv:0.162, acc:0.174, f1:0.278, mcc:-0.000, total+:333, total-:6 @threshold:-1.101, sens:1.000, spec:0.011, ppv:0.164, acc:0.171, f1:0.281, mcc:0.001, total+:336, total-:3 @threshold:-1.200, sens:1.000, spec:0.007, ppv:0.163, acc:0.168, f1:0.281, mcc:0.001, total+:337, total-:2 * Vital: BMI-latest | coef 1.000 95% CI: [1.000 , 1.000] | OR_adj 2.718 [2.718 2.718] | occ: 1621 | OR_unadj: 4.766 [3.528 6.438] | indivs AUC:0.795 Correlated most with: Vital : 1.0 Time to run analysis 0:06:09.438414 Total Time elapsed 14:53:17.830613 ----------------------------------------------------- girls no_min bmi_latest gradientboost regression Running batch 1 of 7 with 16 nodes Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.480, R^2 test: 0.191 Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.480, R^2 test: 0.190 Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.480, R^2 test: 0.190 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.854, Explained Variance Score Train: 0.492 AUC Validation: 0.720, Explained Variance Score Validation: 0.204 AUC Test: 0.764, Explained Variance Score Test: 0.272 Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.585, R^2 test: 0.062 Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.586, R^2 test: 0.062 Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.586, R^2 test: 0.062 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.736, Explained Variance Score Train: 0.613 AUC Validation: 0.650, Explained Variance Score Validation: 0.128 AUC Test: 0.737, Explained Variance Score Test: 0.017 Bootstrap CV 13, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.386, R^2 test: 0.184 Bootstrap CV 13, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.386, R^2 test: 0.184 Bootstrap CV 13, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.386, R^2 test: 0.184 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.762, Explained Variance Score Train: 0.417 AUC Validation: 0.716, Explained Variance Score Validation: 0.221 AUC Test: 0.773, Explained Variance Score Test: 0.227 Bootstrap CV 15, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.450, R^2 test: 0.125 Bootstrap CV 15, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.450, R^2 test: 0.125 Bootstrap CV 15, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.450, R^2 test: 0.125 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.825, Explained Variance Score Train: 0.478 AUC Validation: 0.776, Explained Variance Score Validation: 0.196 AUC Test: 0.763, Explained Variance Score Test: 0.143 Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.390, R^2 test: 0.222 Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.390, R^2 test: 0.222 Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.390, R^2 test: 0.222 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.864, Explained Variance Score Train: 0.437 AUC Validation: 0.740, Explained Variance Score Validation: 0.238 AUC Test: 0.769, Explained Variance Score Test: 0.223 Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.378, R^2 test: 0.195 Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.381, R^2 test: 0.201 Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.381, R^2 test: 0.201 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.824, Explained Variance Score Train: 0.402 AUC Validation: 0.746, Explained Variance Score Validation: 0.217 AUC Test: 0.757, Explained Variance Score Test: 0.253 Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.483, R^2 test: -0.059 Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.484, R^2 test: -0.061 Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.484, R^2 test: -0.061 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.822, Explained Variance Score Train: 0.513 AUC Validation: 0.789, Explained Variance Score Validation: -0.008 AUC Test: 0.700, Explained Variance Score Test: -0.064 Bootstrap CV 14, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.541, R^2 test: 0.063 Bootstrap CV 14, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.541, R^2 test: 0.063 Bootstrap CV 14, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.541, R^2 test: 0.063 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.786, Explained Variance Score Train: 0.557 AUC Validation: 0.723, Explained Variance Score Validation: 0.106 AUC Test: 0.763, Explained Variance Score Test: 0.164 Bootstrap CV 11, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.374, R^2 test: 0.176 Bootstrap CV 11, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.374, R^2 test: 0.176 Bootstrap CV 11, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.374, R^2 test: 0.176 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.817, Explained Variance Score Train: 0.398 AUC Validation: 0.748, Explained Variance Score Validation: 0.212 AUC Test: 0.764, Explained Variance Score Test: 0.211 Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.378, R^2 test: 0.152 Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.393, R^2 test: 0.150 Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.393, R^2 test: 0.150 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.799, Explained Variance Score Train: 0.423 AUC Validation: 0.673, Explained Variance Score Validation: 0.153 AUC Test: 0.717, Explained Variance Score Test: 0.182 Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.419, R^2 test: 0.011 Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.419, R^2 test: 0.011 Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.419, R^2 test: 0.011 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.821, Explained Variance Score Train: 0.440 AUC Validation: 0.684, Explained Variance Score Validation: 0.098 AUC Test: 0.793, Explained Variance Score Test: 0.303 Bootstrap CV 12, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.415, R^2 test: 0.227 Bootstrap CV 12, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.415, R^2 test: 0.227 Bootstrap CV 12, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.415, R^2 test: 0.227 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.803, Explained Variance Score Train: 0.442 AUC Validation: 0.776, Explained Variance Score Validation: 0.227 AUC Test: 0.735, Explained Variance Score Test: 0.142 Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.519, R^2 test: 0.195 Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.519, R^2 test: 0.195 Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.519, R^2 test: 0.195 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.864, Explained Variance Score Train: 0.549 AUC Validation: 0.761, Explained Variance Score Validation: 0.236 AUC Test: 0.761, Explained Variance Score Test: 0.214 Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.329, R^2 test: 0.187 Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.329, R^2 test: 0.187 Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.329, R^2 test: 0.187 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.811, Explained Variance Score Train: 0.366 AUC Validation: 0.720, Explained Variance Score Validation: 0.194 AUC Test: 0.748, Explained Variance Score Test: 0.228 Bootstrap CV 10, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.507, R^2 test: 0.197 Bootstrap CV 10, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.508, R^2 test: 0.197 Bootstrap CV 10, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.508, R^2 test: 0.197 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.868, Explained Variance Score Train: 0.527 AUC Validation: 0.794, Explained Variance Score Validation: 0.244 AUC Test: 0.723, Explained Variance Score Test: 0.219 Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.455, R^2 test: 0.206 Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.561, R^2 test: 0.200 Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.623, R^2 test: 0.200 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.849, Explained Variance Score Train: 0.583 AUC Validation: 0.727, Explained Variance Score Validation: 0.274 AUC Test: 0.762, Explained Variance Score Test: 0.174 Running batch 2 of 7 with 16 nodes Bootstrap CV 17, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.380, R^2 test: 0.219 Bootstrap CV 17, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.380, R^2 test: 0.219 Bootstrap CV 17, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.380, R^2 test: 0.219 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.834, Explained Variance Score Train: 0.411 AUC Validation: 0.763, Explained Variance Score Validation: 0.235 AUC Test: 0.774, Explained Variance Score Test: 0.279 Bootstrap CV 25, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.443, R^2 test: 0.096 Bootstrap CV 25, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.443, R^2 test: 0.096 Bootstrap CV 25, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.443, R^2 test: 0.096 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.808, Explained Variance Score Train: 0.467 AUC Validation: 0.636, Explained Variance Score Validation: 0.103 AUC Test: 0.778, Explained Variance Score Test: 0.179 Bootstrap CV 26, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.358, R^2 test: 0.047 Bootstrap CV 26, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.358, R^2 test: 0.047 Bootstrap CV 26, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.358, R^2 test: 0.047 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.827, Explained Variance Score Train: 0.376 AUC Validation: 0.654, Explained Variance Score Validation: 0.081 AUC Test: 0.757, Explained Variance Score Test: 0.254 Bootstrap CV 28, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.391, R^2 test: 0.044 Bootstrap CV 28, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.391, R^2 test: 0.044 Bootstrap CV 28, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.391, R^2 test: 0.044 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.843, Explained Variance Score Train: 0.427 AUC Validation: 0.670, Explained Variance Score Validation: 0.085 AUC Test: 0.737, Explained Variance Score Test: 0.111 Bootstrap CV 16, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.370, R^2 test: 0.350 Bootstrap CV 16, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.370, R^2 test: 0.350 Bootstrap CV 16, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.370, R^2 test: 0.350 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.836, Explained Variance Score Train: 0.405 AUC Validation: 0.652, Explained Variance Score Validation: 0.356 AUC Test: 0.753, Explained Variance Score Test: 0.285 Bootstrap CV 23, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.444, R^2 test: 0.040 Bootstrap CV 23, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.444, R^2 test: 0.040 Bootstrap CV 23, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.444, R^2 test: 0.040 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.775, Explained Variance Score Train: 0.482 AUC Validation: 0.748, Explained Variance Score Validation: 0.077 AUC Test: 0.735, Explained Variance Score Test: 0.082 Bootstrap CV 19, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.359, R^2 test: 0.132 Bootstrap CV 19, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.359, R^2 test: 0.132 Bootstrap CV 19, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.359, R^2 test: 0.132 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.828, Explained Variance Score Train: 0.395 AUC Validation: 0.704, Explained Variance Score Validation: 0.193 AUC Test: 0.762, Explained Variance Score Test: 0.244 Bootstrap CV 30, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.445, R^2 test: 0.151 Bootstrap CV 30, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.445, R^2 test: 0.151 Bootstrap CV 30, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.445, R^2 test: 0.151 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.781, Explained Variance Score Train: 0.459 AUC Validation: 0.809, Explained Variance Score Validation: 0.164 AUC Test: 0.739, Explained Variance Score Test: 0.249 Bootstrap CV 22, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.286, R^2 test: 0.055 Bootstrap CV 22, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.286, R^2 test: 0.055 Bootstrap CV 22, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.286, R^2 test: 0.055 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.768, Explained Variance Score Train: 0.317 AUC Validation: 0.610, Explained Variance Score Validation: 0.073 AUC Test: 0.706, Explained Variance Score Test: 0.118 Bootstrap CV 31, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.261, R^2 test: 0.207 Bootstrap CV 31, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.261, R^2 test: 0.207 Bootstrap CV 31, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.261, R^2 test: 0.207 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.775, Explained Variance Score Train: 0.284 AUC Validation: 0.662, Explained Variance Score Validation: 0.210 AUC Test: 0.784, Explained Variance Score Test: 0.315 Bootstrap CV 21, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.437, R^2 test: -0.080 Bootstrap CV 21, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.437, R^2 test: -0.079 Bootstrap CV 21, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.437, R^2 test: -0.079 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.859, Explained Variance Score Train: 0.455 AUC Validation: 0.564, Explained Variance Score Validation: -0.080 AUC Test: 0.705, Explained Variance Score Test: 0.148 Bootstrap CV 29, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.365, R^2 test: 0.001 Bootstrap CV 29, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.365, R^2 test: 0.001 Bootstrap CV 29, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.365, R^2 test: 0.001 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.827, Explained Variance Score Train: 0.378 AUC Validation: 0.602, Explained Variance Score Validation: 0.015 AUC Test: 0.723, Explained Variance Score Test: 0.124 Bootstrap CV 27, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.467, R^2 test: 0.188 Bootstrap CV 27, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.474, R^2 test: 0.191 Bootstrap CV 27, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.482, R^2 test: 0.188 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.834, Explained Variance Score Train: 0.478 AUC Validation: 0.657, Explained Variance Score Validation: 0.202 AUC Test: 0.740, Explained Variance Score Test: 0.256 Bootstrap CV 20, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.414, R^2 test: 0.246 Bootstrap CV 20, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.414, R^2 test: 0.246 Bootstrap CV 20, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.414, R^2 test: 0.246 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.863, Explained Variance Score Train: 0.432 AUC Validation: 0.810, Explained Variance Score Validation: 0.338 AUC Test: 0.786, Explained Variance Score Test: 0.269 Bootstrap CV 24, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.258, R^2 test: 0.239 Bootstrap CV 24, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.258, R^2 test: 0.239 Bootstrap CV 24, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.258, R^2 test: 0.239 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.738, Explained Variance Score Train: 0.298 AUC Validation: 0.750, Explained Variance Score Validation: 0.281 AUC Test: 0.757, Explained Variance Score Test: 0.174 Bootstrap CV 18, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.395, R^2 test: -0.142 Bootstrap CV 18, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.395, R^2 test: -0.142 Bootstrap CV 18, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.395, R^2 test: -0.142 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.783, Explained Variance Score Train: 0.428 AUC Validation: 0.694, Explained Variance Score Validation: -0.104 AUC Test: 0.655, Explained Variance Score Test: 0.119 Running batch 3 of 7 with 16 nodes Bootstrap CV 34, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.385, R^2 test: 0.121 Bootstrap CV 34, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.385, R^2 test: 0.121 Bootstrap CV 34, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.385, R^2 test: 0.121 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.798, Explained Variance Score Train: 0.420 AUC Validation: 0.659, Explained Variance Score Validation: 0.122 AUC Test: 0.764, Explained Variance Score Test: 0.239 Bootstrap CV 45, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.394, R^2 test: 0.103 Bootstrap CV 45, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.394, R^2 test: 0.103 Bootstrap CV 45, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.394, R^2 test: 0.103 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.791, Explained Variance Score Train: 0.417 AUC Validation: 0.659, Explained Variance Score Validation: 0.114 AUC Test: 0.690, Explained Variance Score Test: 0.103 Bootstrap CV 41, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.375, R^2 test: 0.115 Bootstrap CV 41, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.375, R^2 test: 0.115 Bootstrap CV 41, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.375, R^2 test: 0.115 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.816, Explained Variance Score Train: 0.416 AUC Validation: 0.682, Explained Variance Score Validation: 0.199 AUC Test: 0.741, Explained Variance Score Test: 0.224 Bootstrap CV 38, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.486, R^2 test: -0.075 Bootstrap CV 38, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.486, R^2 test: -0.075 Bootstrap CV 38, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.486, R^2 test: -0.075 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.826, Explained Variance Score Train: 0.515 AUC Validation: 0.557, Explained Variance Score Validation: -0.074 AUC Test: 0.750, Explained Variance Score Test: 0.108 Bootstrap CV 43, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.347, R^2 test: 0.072 Bootstrap CV 43, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.347, R^2 test: 0.072 Bootstrap CV 43, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.347, R^2 test: 0.072 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.801, Explained Variance Score Train: 0.377 AUC Validation: 0.732, Explained Variance Score Validation: 0.113 AUC Test: 0.779, Explained Variance Score Test: 0.252 Bootstrap CV 44, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.432, R^2 test: 0.156 Bootstrap CV 44, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.432, R^2 test: 0.156 Bootstrap CV 44, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.432, R^2 test: 0.156 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.796, Explained Variance Score Train: 0.455 AUC Validation: 0.634, Explained Variance Score Validation: 0.213 AUC Test: 0.771, Explained Variance Score Test: 0.259 Bootstrap CV 42, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.403, R^2 test: 0.340 Bootstrap CV 42, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.405, R^2 test: 0.331 Bootstrap CV 42, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.405, R^2 test: 0.331 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.813, Explained Variance Score Train: 0.428 AUC Validation: 0.857, Explained Variance Score Validation: 0.411 AUC Test: 0.762, Explained Variance Score Test: 0.259 Bootstrap CV 47, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.356, R^2 test: 0.165 Bootstrap CV 47, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.356, R^2 test: 0.165 Bootstrap CV 47, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.356, R^2 test: 0.165 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.826, Explained Variance Score Train: 0.376 AUC Validation: 0.746, Explained Variance Score Validation: 0.211 AUC Test: 0.734, Explained Variance Score Test: 0.169 Bootstrap CV 36, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.426, R^2 test: 0.195 Bootstrap CV 36, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.484, R^2 test: 0.080 Bootstrap CV 36, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.502, R^2 test: 0.033 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.814, Explained Variance Score Train: 0.448 AUC Validation: 0.650, Explained Variance Score Validation: 0.224 AUC Test: 0.771, Explained Variance Score Test: 0.250 Bootstrap CV 37, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.266, R^2 test: 0.140 Bootstrap CV 37, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.266, R^2 test: 0.140 Bootstrap CV 37, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.266, R^2 test: 0.140 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.783, Explained Variance Score Train: 0.308 AUC Validation: 0.755, Explained Variance Score Validation: 0.185 AUC Test: 0.726, Explained Variance Score Test: 0.234 Bootstrap CV 35, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.406, R^2 test: 0.119 Bootstrap CV 35, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.406, R^2 test: 0.119 Bootstrap CV 35, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.406, R^2 test: 0.119 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.855, Explained Variance Score Train: 0.423 AUC Validation: 0.688, Explained Variance Score Validation: 0.159 AUC Test: 0.685, Explained Variance Score Test: 0.165 Bootstrap CV 39, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.376, R^2 test: 0.015 Bootstrap CV 39, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.376, R^2 test: 0.012 Bootstrap CV 39, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.376, R^2 test: 0.012 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.834, Explained Variance Score Train: 0.406 AUC Validation: 0.733, Explained Variance Score Validation: 0.038 AUC Test: 0.658, Explained Variance Score Test: -0.001 Bootstrap CV 46, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.455, R^2 test: 0.124 Bootstrap CV 46, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.455, R^2 test: 0.124 Bootstrap CV 46, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.455, R^2 test: 0.124 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.872, Explained Variance Score Train: 0.478 AUC Validation: 0.740, Explained Variance Score Validation: 0.158 AUC Test: 0.722, Explained Variance Score Test: 0.201 Bootstrap CV 33, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.522, R^2 test: 0.208 Bootstrap CV 33, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.522, R^2 test: 0.208 Bootstrap CV 33, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.522, R^2 test: 0.208 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.853, Explained Variance Score Train: 0.540 AUC Validation: 0.732, Explained Variance Score Validation: 0.214 AUC Test: 0.772, Explained Variance Score Test: 0.251 Bootstrap CV 32, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.353, R^2 test: -0.011 Bootstrap CV 32, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.353, R^2 test: -0.011 Bootstrap CV 32, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.353, R^2 test: -0.011 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.815, Explained Variance Score Train: 0.403 AUC Validation: 0.747, Explained Variance Score Validation: 0.083 AUC Test: 0.779, Explained Variance Score Test: 0.291 Bootstrap CV 40, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.234, R^2 test: 0.170 Bootstrap CV 40, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.235, R^2 test: 0.170 Bootstrap CV 40, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.236, R^2 test: 0.171 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.751, Explained Variance Score Train: 0.273 AUC Validation: 0.619, Explained Variance Score Validation: 0.201 AUC Test: 0.768, Explained Variance Score Test: 0.217 Running batch 4 of 7 with 16 nodes Bootstrap CV 53, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.406, R^2 test: 0.182 Bootstrap CV 53, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.406, R^2 test: 0.182 Bootstrap CV 53, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.406, R^2 test: 0.182 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.896, Explained Variance Score Train: 0.424 AUC Validation: 0.786, Explained Variance Score Validation: 0.209 AUC Test: 0.679, Explained Variance Score Test: 0.073 Bootstrap CV 56, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.370, R^2 test: -0.026 Bootstrap CV 56, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.370, R^2 test: -0.026 Bootstrap CV 56, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.370, R^2 test: -0.026 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.811, Explained Variance Score Train: 0.398 AUC Validation: 0.619, Explained Variance Score Validation: 0.014 AUC Test: 0.695, Explained Variance Score Test: 0.068 Bootstrap CV 60, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.430, R^2 test: 0.206 Bootstrap CV 60, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.430, R^2 test: 0.206 Bootstrap CV 60, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.430, R^2 test: 0.206 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.883, Explained Variance Score Train: 0.464 AUC Validation: 0.802, Explained Variance Score Validation: 0.208 AUC Test: 0.772, Explained Variance Score Test: 0.264 Bootstrap CV 52, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.442, R^2 test: 0.070 Bootstrap CV 52, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.442, R^2 test: 0.070 Bootstrap CV 52, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.442, R^2 test: 0.070 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.805, Explained Variance Score Train: 0.460 AUC Validation: 0.771, Explained Variance Score Validation: 0.123 AUC Test: 0.772, Explained Variance Score Test: 0.192 Bootstrap CV 50, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.360, R^2 test: -0.017 Bootstrap CV 50, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.360, R^2 test: -0.017 Bootstrap CV 50, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.360, R^2 test: -0.017 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.767, Explained Variance Score Train: 0.383 AUC Validation: 0.605, Explained Variance Score Validation: 0.057 AUC Test: 0.685, Explained Variance Score Test: -0.047 Bootstrap CV 55, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.266, R^2 test: 0.063 Bootstrap CV 55, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.266, R^2 test: 0.063 Bootstrap CV 55, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.266, R^2 test: 0.063 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.824, Explained Variance Score Train: 0.295 AUC Validation: 0.608, Explained Variance Score Validation: 0.063 AUC Test: 0.739, Explained Variance Score Test: 0.174 Bootstrap CV 49, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.354, R^2 test: -0.087 Bootstrap CV 49, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.354, R^2 test: -0.087 Bootstrap CV 49, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.354, R^2 test: -0.087 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.799, Explained Variance Score Train: 0.391 AUC Validation: 0.584, Explained Variance Score Validation: -0.059 AUC Test: 0.711, Explained Variance Score Test: 0.131 Bootstrap CV 62, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.409, R^2 test: 0.133 Bootstrap CV 62, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.411, R^2 test: 0.133 Bootstrap CV 62, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.411, R^2 test: 0.133 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.726, Explained Variance Score Train: 0.430 AUC Validation: 0.655, Explained Variance Score Validation: 0.136 AUC Test: 0.728, Explained Variance Score Test: 0.239 Bootstrap CV 63, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.429, R^2 test: 0.066 Bootstrap CV 63, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.429, R^2 test: 0.066 Bootstrap CV 63, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.429, R^2 test: 0.066 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.745, Explained Variance Score Train: 0.451 AUC Validation: 0.708, Explained Variance Score Validation: 0.077 AUC Test: 0.774, Explained Variance Score Test: 0.224 Bootstrap CV 51, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.453, R^2 test: -0.080 Bootstrap CV 51, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.453, R^2 test: -0.080 Bootstrap CV 51, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.453, R^2 test: -0.080 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.897, Explained Variance Score Train: 0.467 AUC Validation: 0.663, Explained Variance Score Validation: -0.029 AUC Test: 0.733, Explained Variance Score Test: 0.188 Bootstrap CV 57, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.220, R^2 test: 0.291 Bootstrap CV 57, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.220, R^2 test: 0.291 Bootstrap CV 57, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.220, R^2 test: 0.291 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.767, Explained Variance Score Train: 0.266 AUC Validation: 0.740, Explained Variance Score Validation: 0.393 AUC Test: 0.739, Explained Variance Score Test: 0.171 Bootstrap CV 48, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.429, R^2 test: 0.246 Bootstrap CV 48, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.429, R^2 test: 0.246 Bootstrap CV 48, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.429, R^2 test: 0.246 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.836, Explained Variance Score Train: 0.445 AUC Validation: 0.718, Explained Variance Score Validation: 0.286 AUC Test: 0.691, Explained Variance Score Test: 0.057 Bootstrap CV 61, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.500, R^2 test: 0.071 Bootstrap CV 61, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.515, R^2 test: 0.064 Bootstrap CV 61, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.515, R^2 test: 0.064 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.883, Explained Variance Score Train: 0.521 AUC Validation: 0.622, Explained Variance Score Validation: 0.079 AUC Test: 0.731, Explained Variance Score Test: 0.075 Bootstrap CV 59, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.344, R^2 test: 0.327 Bootstrap CV 59, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.344, R^2 test: 0.327 Bootstrap CV 59, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.344, R^2 test: 0.327 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.821, Explained Variance Score Train: 0.371 AUC Validation: 0.803, Explained Variance Score Validation: 0.336 AUC Test: 0.773, Explained Variance Score Test: 0.215 Bootstrap CV 54, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.395, R^2 test: -0.046 Bootstrap CV 54, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.395, R^2 test: -0.046 Bootstrap CV 54, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.395, R^2 test: -0.046 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.819, Explained Variance Score Train: 0.423 AUC Validation: 0.702, Explained Variance Score Validation: 0.034 AUC Test: 0.760, Explained Variance Score Test: 0.244 Bootstrap CV 58, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.453, R^2 test: 0.146 Bootstrap CV 58, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.453, R^2 test: 0.146 Bootstrap CV 58, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.453, R^2 test: 0.146 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.850, Explained Variance Score Train: 0.479 AUC Validation: 0.710, Explained Variance Score Validation: 0.151 AUC Test: 0.664, Explained Variance Score Test: -0.099 Running batch 5 of 7 with 16 nodes Bootstrap CV 66, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.436, R^2 test: 0.156 Bootstrap CV 66, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.436, R^2 test: 0.156 Bootstrap CV 66, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.436, R^2 test: 0.156 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.834, Explained Variance Score Train: 0.455 AUC Validation: 0.708, Explained Variance Score Validation: 0.205 AUC Test: 0.736, Explained Variance Score Test: 0.116 Bootstrap CV 68, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.290, R^2 test: 0.088 Bootstrap CV 68, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.289, R^2 test: 0.087 Bootstrap CV 68, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.289, R^2 test: 0.087 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.774, Explained Variance Score Train: 0.336 AUC Validation: 0.701, Explained Variance Score Validation: 0.122 AUC Test: 0.764, Explained Variance Score Test: 0.280 Bootstrap CV 71, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.534, R^2 test: 0.252 Bootstrap CV 71, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.554, R^2 test: 0.225 Bootstrap CV 71, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.562, R^2 test: 0.179 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.834, Explained Variance Score Train: 0.550 AUC Validation: 0.764, Explained Variance Score Validation: 0.293 AUC Test: 0.772, Explained Variance Score Test: 0.232 Bootstrap CV 65, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.383, R^2 test: 0.198 Bootstrap CV 65, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.383, R^2 test: 0.198 Bootstrap CV 65, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.383, R^2 test: 0.198 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.834, Explained Variance Score Train: 0.402 AUC Validation: 0.776, Explained Variance Score Validation: 0.198 AUC Test: 0.757, Explained Variance Score Test: 0.137 Bootstrap CV 78, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.316, R^2 test: 0.113 Bootstrap CV 78, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.316, R^2 test: 0.113 Bootstrap CV 78, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.316, R^2 test: 0.113 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.759, Explained Variance Score Train: 0.360 AUC Validation: 0.824, Explained Variance Score Validation: 0.117 AUC Test: 0.785, Explained Variance Score Test: 0.254 Bootstrap CV 79, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.287, R^2 test: 0.251 Bootstrap CV 79, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.287, R^2 test: 0.251 Bootstrap CV 79, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.287, R^2 test: 0.251 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.794, Explained Variance Score Train: 0.328 AUC Validation: 0.789, Explained Variance Score Validation: 0.266 AUC Test: 0.739, Explained Variance Score Test: 0.179 Bootstrap CV 77, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.429, R^2 test: 0.070 Bootstrap CV 77, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.429, R^2 test: 0.070 Bootstrap CV 77, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.429, R^2 test: 0.070 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.844, Explained Variance Score Train: 0.441 AUC Validation: 0.705, Explained Variance Score Validation: 0.174 AUC Test: 0.702, Explained Variance Score Test: 0.089 Bootstrap CV 67, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.409, R^2 test: 0.216 Bootstrap CV 67, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.450, R^2 test: 0.182 Bootstrap CV 67, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.457, R^2 test: 0.186 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.808, Explained Variance Score Train: 0.432 AUC Validation: 0.725, Explained Variance Score Validation: 0.230 AUC Test: 0.756, Explained Variance Score Test: 0.258 Bootstrap CV 73, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.277, R^2 test: 0.042 Bootstrap CV 73, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.277, R^2 test: 0.042 Bootstrap CV 73, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.277, R^2 test: 0.042 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.791, Explained Variance Score Train: 0.312 AUC Validation: 0.650, Explained Variance Score Validation: 0.082 AUC Test: 0.760, Explained Variance Score Test: 0.175 Bootstrap CV 72, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.552, R^2 test: 0.196 Bootstrap CV 72, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.552, R^2 test: 0.196 Bootstrap CV 72, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.552, R^2 test: 0.196 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.909, Explained Variance Score Train: 0.564 AUC Validation: 0.793, Explained Variance Score Validation: 0.216 AUC Test: 0.773, Explained Variance Score Test: 0.185 Bootstrap CV 74, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.339, R^2 test: -0.088 Bootstrap CV 74, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.339, R^2 test: -0.088 Bootstrap CV 74, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.339, R^2 test: -0.088 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.823, Explained Variance Score Train: 0.374 AUC Validation: 0.584, Explained Variance Score Validation: -0.021 AUC Test: 0.759, Explained Variance Score Test: 0.280 Bootstrap CV 70, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.579, R^2 test: 0.031 Bootstrap CV 70, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.582, R^2 test: 0.032 Bootstrap CV 70, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.590, R^2 test: 0.020 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.856, Explained Variance Score Train: 0.599 AUC Validation: 0.621, Explained Variance Score Validation: 0.144 AUC Test: 0.733, Explained Variance Score Test: 0.013 Bootstrap CV 69, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.634, R^2 test: -0.151 Bootstrap CV 69, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.641, R^2 test: -0.193 Bootstrap CV 69, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.645, R^2 test: -0.203 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.883, Explained Variance Score Train: 0.643 AUC Validation: 0.738, Explained Variance Score Validation: -0.110 AUC Test: 0.754, Explained Variance Score Test: 0.215 Bootstrap CV 75, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.322, R^2 test: 0.134 Bootstrap CV 75, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.324, R^2 test: 0.137 Bootstrap CV 75, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.324, R^2 test: 0.137 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.798, Explained Variance Score Train: 0.370 AUC Validation: 0.835, Explained Variance Score Validation: 0.210 AUC Test: 0.768, Explained Variance Score Test: 0.211 Bootstrap CV 64, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.414, R^2 test: -0.005 Bootstrap CV 64, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.414, R^2 test: -0.005 Bootstrap CV 64, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.414, R^2 test: -0.005 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.829, Explained Variance Score Train: 0.438 AUC Validation: 0.674, Explained Variance Score Validation: 0.007 AUC Test: 0.735, Explained Variance Score Test: 0.247 Bootstrap CV 76, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.431, R^2 test: 0.293 Bootstrap CV 76, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.441, R^2 test: 0.291 Bootstrap CV 76, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.442, R^2 test: 0.291 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.810, Explained Variance Score Train: 0.470 AUC Validation: 0.762, Explained Variance Score Validation: 0.302 AUC Test: 0.762, Explained Variance Score Test: 0.187 Running batch 6 of 7 with 16 nodes Bootstrap CV 90, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.401, R^2 test: 0.082 Bootstrap CV 90, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.401, R^2 test: 0.082 Bootstrap CV 90, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.401, R^2 test: 0.082 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.797, Explained Variance Score Train: 0.426 AUC Validation: 0.720, Explained Variance Score Validation: 0.099 AUC Test: 0.728, Explained Variance Score Test: 0.259 Bootstrap CV 92, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.445, R^2 test: 0.212 Bootstrap CV 92, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.445, R^2 test: 0.212 Bootstrap CV 92, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.445, R^2 test: 0.212 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.795, Explained Variance Score Train: 0.475 AUC Validation: 0.774, Explained Variance Score Validation: 0.222 AUC Test: 0.743, Explained Variance Score Test: 0.076 Bootstrap CV 89, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.538, R^2 test: 0.102 Bootstrap CV 89, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.538, R^2 test: 0.102 Bootstrap CV 89, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.538, R^2 test: 0.102 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.829, Explained Variance Score Train: 0.565 AUC Validation: 0.793, Explained Variance Score Validation: 0.131 AUC Test: 0.787, Explained Variance Score Test: 0.212 Bootstrap CV 83, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.487, R^2 test: 0.185 Bootstrap CV 83, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.487, R^2 test: 0.184 Bootstrap CV 83, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.487, R^2 test: 0.184 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.797, Explained Variance Score Train: 0.511 AUC Validation: 0.693, Explained Variance Score Validation: 0.232 AUC Test: 0.712, Explained Variance Score Test: 0.135 Bootstrap CV 95, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.570, R^2 test: 0.304 Bootstrap CV 95, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.594, R^2 test: 0.304 Bootstrap CV 95, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.599, R^2 test: 0.304 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.858, Explained Variance Score Train: 0.582 AUC Validation: 0.749, Explained Variance Score Validation: 0.310 AUC Test: 0.764, Explained Variance Score Test: 0.243 Bootstrap CV 87, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.256, R^2 test: 0.185 Bootstrap CV 87, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.256, R^2 test: 0.185 Bootstrap CV 87, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.256, R^2 test: 0.185 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.791, Explained Variance Score Train: 0.291 AUC Validation: 0.791, Explained Variance Score Validation: 0.188 AUC Test: 0.698, Explained Variance Score Test: 0.122 Bootstrap CV 93, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.394, R^2 test: 0.027 Bootstrap CV 93, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.394, R^2 test: 0.027 Bootstrap CV 93, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.394, R^2 test: 0.027 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.740, Explained Variance Score Train: 0.421 AUC Validation: 0.627, Explained Variance Score Validation: 0.123 AUC Test: 0.665, Explained Variance Score Test: -0.040 Bootstrap CV 82, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.468, R^2 test: 0.021 Bootstrap CV 82, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.468, R^2 test: 0.021 Bootstrap CV 82, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.468, R^2 test: 0.021 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.797, Explained Variance Score Train: 0.483 AUC Validation: 0.705, Explained Variance Score Validation: 0.039 AUC Test: 0.745, Explained Variance Score Test: 0.219 Bootstrap CV 85, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.348, R^2 test: 0.270 Bootstrap CV 85, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.351, R^2 test: 0.259 Bootstrap CV 85, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.351, R^2 test: 0.259 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.815, Explained Variance Score Train: 0.380 AUC Validation: 0.880, Explained Variance Score Validation: 0.271 AUC Test: 0.728, Explained Variance Score Test: 0.048 Bootstrap CV 81, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.499, R^2 test: 0.218 Bootstrap CV 81, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.499, R^2 test: 0.218 Bootstrap CV 81, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.499, R^2 test: 0.218 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.872, Explained Variance Score Train: 0.515 AUC Validation: 0.810, Explained Variance Score Validation: 0.230 AUC Test: 0.741, Explained Variance Score Test: 0.132 Bootstrap CV 88, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.330, R^2 test: 0.220 Bootstrap CV 88, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.330, R^2 test: 0.220 Bootstrap CV 88, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.330, R^2 test: 0.220 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.793, Explained Variance Score Train: 0.377 AUC Validation: 0.702, Explained Variance Score Validation: 0.247 AUC Test: 0.678, Explained Variance Score Test: 0.109 Bootstrap CV 84, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.540, R^2 test: 0.105 Bootstrap CV 84, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.540, R^2 test: 0.105 Bootstrap CV 84, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.540, R^2 test: 0.105 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.863, Explained Variance Score Train: 0.563 AUC Validation: 0.603, Explained Variance Score Validation: 0.115 AUC Test: 0.741, Explained Variance Score Test: 0.202 Bootstrap CV 86, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.449, R^2 test: 0.165 Bootstrap CV 86, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.449, R^2 test: 0.165 Bootstrap CV 86, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.449, R^2 test: 0.165 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.843, Explained Variance Score Train: 0.481 AUC Validation: 0.648, Explained Variance Score Validation: 0.220 AUC Test: 0.763, Explained Variance Score Test: 0.209 Bootstrap CV 80, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.348, R^2 test: 0.196 Bootstrap CV 80, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.387, R^2 test: 0.187 Bootstrap CV 80, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.391, R^2 test: 0.151 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.786, Explained Variance Score Train: 0.386 AUC Validation: 0.635, Explained Variance Score Validation: 0.206 AUC Test: 0.730, Explained Variance Score Test: 0.155 Bootstrap CV 91, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.533, R^2 test: -0.093 Bootstrap CV 91, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.533, R^2 test: -0.093 Bootstrap CV 91, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.533, R^2 test: -0.093 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.897, Explained Variance Score Train: 0.555 AUC Validation: 0.697, Explained Variance Score Validation: -0.067 AUC Test: 0.743, Explained Variance Score Test: 0.256 Bootstrap CV 94, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.588, R^2 test: 0.194 Bootstrap CV 94, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.588, R^2 test: 0.194 Bootstrap CV 94, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.588, R^2 test: 0.194 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.922, Explained Variance Score Train: 0.596 AUC Validation: 0.652, Explained Variance Score Validation: 0.236 AUC Test: 0.771, Explained Variance Score Test: 0.215 Running batch 7 of 7 with 4 nodes Bootstrap CV 98, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.468, R^2 test: -0.178 Bootstrap CV 98, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.468, R^2 test: -0.178 Bootstrap CV 98, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.468, R^2 test: -0.178 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.863, Explained Variance Score Train: 0.493 AUC Validation: 0.636, Explained Variance Score Validation: -0.114 AUC Test: 0.754, Explained Variance Score Test: 0.206 Bootstrap CV 96, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.356, R^2 test: 0.181 Bootstrap CV 96, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.356, R^2 test: 0.181 Bootstrap CV 96, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.356, R^2 test: 0.181 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.851, Explained Variance Score Train: 0.388 AUC Validation: 0.828, Explained Variance Score Validation: 0.213 AUC Test: 0.751, Explained Variance Score Test: 0.189 Bootstrap CV 97, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.388, R^2 test: 0.174 Bootstrap CV 97, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.391, R^2 test: 0.175 Bootstrap CV 97, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.392, R^2 test: 0.176 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.847, Explained Variance Score Train: 0.414 AUC Validation: 0.694, Explained Variance Score Validation: 0.206 AUC Test: 0.774, Explained Variance Score Test: 0.248 Bootstrap CV 99, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.368, R^2 test: 0.123 Bootstrap CV 99, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.368, R^2 test: 0.123 Bootstrap CV 99, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.368, R^2 test: 0.123 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.744, Explained Variance Score Train: 0.404 AUC Validation: 0.619, Explained Variance Score Validation: 0.177 AUC Test: 0.743, Explained Variance Score Test: 0.197 total Variables 1 and total subjects: 1698 ->AUC validation: 0.709 95% CI: [0.696 , 0.723] ->AUC test: 0.742 95% CI: [0.736 , 0.749] ->R^2 validation: 0.155 95% CI: [0.134 , 0.177] ->R^2 test: 0.180 95% CI: [0.163 , 0.196] ->Explained Variance validation: 0.121 95% CI: [0.099 , 0.143] ->Explained Variance test: 0.139 95% CI: [0.121 , 0.158] Test set metrics: @threshold:4.196, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:3.196, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:2.018, sens:0.018, spec:0.996, ppv:0.500, acc:0.838, f1:0.035, mcc:0.077, total+:2, total-:337 @threshold:1.857, sens:0.073, spec:0.993, ppv:0.667, acc:0.844, f1:0.131, mcc:0.100, total+:6, total-:333 @threshold:0.474, sens:0.109, spec:0.989, ppv:0.667, acc:0.847, f1:0.188, mcc:0.082, total+:9, total-:330 @threshold:0.404, sens:0.109, spec:0.986, ppv:0.600, acc:0.844, f1:0.185, mcc:0.056, total+:10, total-:329 @threshold:0.283, sens:0.127, spec:0.975, ppv:0.500, acc:0.838, f1:0.203, mcc:0.030, total+:14, total-:325 @threshold:0.203, sens:0.218, spec:0.961, ppv:0.522, acc:0.841, f1:0.308, mcc:0.026, total+:23, total-:316 @threshold:0.179, sens:0.273, spec:0.937, ppv:0.455, acc:0.829, f1:0.341, mcc:0.016, total+:33, total-:306 @threshold:0.176, sens:0.291, spec:0.933, ppv:0.457, acc:0.829, f1:0.356, mcc:0.016, total+:35, total-:304 @threshold:0.161, sens:0.345, spec:0.887, ppv:0.373, acc:0.799, f1:0.358, mcc:0.009, total+:51, total-:288 @threshold:0.156, sens:0.364, spec:0.884, ppv:0.377, acc:0.799, f1:0.370, mcc:0.009, total+:53, total-:286 @threshold:0.149, sens:0.364, spec:0.877, ppv:0.364, acc:0.794, f1:0.364, mcc:0.008, total+:55, total-:284 @threshold:0.149, sens:0.382, spec:0.870, ppv:0.362, acc:0.791, f1:0.372, mcc:0.008, total+:58, total-:281 @threshold:0.139, sens:0.400, spec:0.856, ppv:0.349, acc:0.782, f1:0.373, mcc:0.007, total+:63, total-:276 @threshold:0.134, sens:0.418, spec:0.835, ppv:0.329, acc:0.767, f1:0.368, mcc:0.006, total+:70, total-:269 @threshold:0.116, sens:0.418, spec:0.831, ppv:0.324, acc:0.764, f1:0.365, mcc:0.005, total+:71, total-:268 @threshold:0.077, sens:0.436, spec:0.831, ppv:0.333, acc:0.767, f1:0.378, mcc:0.006, total+:72, total-:267 @threshold:0.076, sens:0.509, spec:0.813, ppv:0.346, acc:0.764, f1:0.412, mcc:0.006, total+:81, total-:258 @threshold:0.073, sens:0.545, spec:0.806, ppv:0.353, acc:0.764, f1:0.429, mcc:0.006, total+:85, total-:254 @threshold:0.057, sens:0.564, spec:0.806, ppv:0.360, acc:0.767, f1:0.440, mcc:0.007, total+:86, total-:253 @threshold:0.014, sens:0.636, spec:0.803, ppv:0.385, acc:0.776, f1:0.479, mcc:0.008, total+:91, total-:248 @threshold:0.000, sens:0.655, spec:0.792, ppv:0.379, acc:0.770, f1:0.480, mcc:0.007, total+:95, total-:244 @threshold:-0.021, sens:0.673, spec:0.764, ppv:0.356, acc:0.749, f1:0.465, mcc:0.006, total+:104, total-:235 @threshold:-0.041, sens:0.673, spec:0.757, ppv:0.349, acc:0.743, f1:0.460, mcc:0.006, total+:106, total-:233 @threshold:-0.055, sens:0.709, spec:0.746, ppv:0.351, acc:0.740, f1:0.470, mcc:0.006, total+:111, total-:228 @threshold:-0.062, sens:0.745, spec:0.711, ppv:0.333, acc:0.717, f1:0.461, mcc:0.005, total+:123, total-:216 @threshold:-0.063, sens:0.745, spec:0.704, ppv:0.328, acc:0.711, f1:0.456, mcc:0.005, total+:125, total-:214 @threshold:-0.081, sens:0.782, spec:0.687, ppv:0.326, acc:0.702, f1:0.460, mcc:0.005, total+:132, total-:207 @threshold:-0.082, sens:0.800, spec:0.676, ppv:0.324, acc:0.696, f1:0.461, mcc:0.005, total+:136, total-:203 @threshold:-0.095, sens:0.818, spec:0.648, ppv:0.310, acc:0.676, f1:0.450, mcc:0.004, total+:145, total-:194 @threshold:-0.102, sens:0.818, spec:0.644, ppv:0.308, acc:0.673, f1:0.448, mcc:0.004, total+:146, total-:193 @threshold:-0.124, sens:0.836, spec:0.630, ppv:0.305, acc:0.664, f1:0.447, mcc:0.004, total+:151, total-:188 @threshold:-0.149, sens:0.836, spec:0.609, ppv:0.293, acc:0.646, f1:0.434, mcc:0.004, total+:157, total-:182 @threshold:-0.151, sens:0.873, spec:0.556, ppv:0.276, acc:0.608, f1:0.419, mcc:0.003, total+:174, total-:165 @threshold:-0.181, sens:0.873, spec:0.549, ppv:0.273, acc:0.602, f1:0.416, mcc:0.003, total+:176, total-:163 @threshold:-0.185, sens:0.873, spec:0.532, ppv:0.265, acc:0.587, f1:0.407, mcc:0.003, total+:181, total-:158 @threshold:-0.197, sens:0.873, spec:0.518, ppv:0.259, acc:0.575, f1:0.400, mcc:0.003, total+:185, total-:154 @threshold:-0.207, sens:0.891, spec:0.511, ppv:0.261, acc:0.572, f1:0.403, mcc:0.003, total+:188, total-:151 @threshold:-0.216, sens:0.891, spec:0.500, ppv:0.257, acc:0.563, f1:0.398, mcc:0.003, total+:191, total-:148 @threshold:-0.218, sens:0.891, spec:0.482, ppv:0.250, acc:0.549, f1:0.390, mcc:0.003, total+:196, total-:143 @threshold:-0.268, sens:0.927, spec:0.412, ppv:0.234, acc:0.496, f1:0.374, mcc:0.002, total+:218, total-:121 @threshold:-0.279, sens:0.945, spec:0.363, ppv:0.223, acc:0.457, f1:0.361, mcc:0.002, total+:233, total-:106 @threshold:-0.282, sens:0.964, spec:0.352, ppv:0.224, acc:0.451, f1:0.363, mcc:0.002, total+:237, total-:102 @threshold:-0.283, sens:0.964, spec:0.306, ppv:0.212, acc:0.413, f1:0.348, mcc:0.002, total+:250, total-:89 @threshold:-0.303, sens:0.964, spec:0.303, ppv:0.211, acc:0.410, f1:0.346, mcc:0.002, total+:251, total-:88 @threshold:-0.310, sens:0.964, spec:0.292, ppv:0.209, acc:0.401, f1:0.343, mcc:0.002, total+:254, total-:85 @threshold:-0.445, sens:0.982, spec:0.264, ppv:0.205, acc:0.381, f1:0.340, mcc:0.002, total+:263, total-:76 @threshold:-0.450, sens:0.982, spec:0.243, ppv:0.201, acc:0.363, f1:0.333, mcc:0.002, total+:269, total-:70 @threshold:-0.506, sens:0.982, spec:0.232, ppv:0.199, acc:0.354, f1:0.330, mcc:0.002, total+:272, total-:67 @threshold:-0.529, sens:0.982, spec:0.201, ppv:0.192, acc:0.327, f1:0.321, mcc:0.002, total+:281, total-:58 @threshold:-0.562, sens:0.982, spec:0.173, ppv:0.187, acc:0.304, f1:0.314, mcc:0.002, total+:289, total-:50 @threshold:-0.629, sens:1.000, spec:0.144, ppv:0.185, acc:0.283, f1:0.312, mcc:0.002, total+:298, total-:41 @threshold:-0.633, sens:1.000, spec:0.141, ppv:0.184, acc:0.280, f1:0.311, mcc:0.002, total+:299, total-:40 @threshold:-0.716, sens:1.000, spec:0.113, ppv:0.179, acc:0.257, f1:0.304, mcc:0.002, total+:307, total-:32 @threshold:-0.744, sens:1.000, spec:0.106, ppv:0.178, acc:0.251, f1:0.302, mcc:0.002, total+:309, total-:30 @threshold:-0.788, sens:1.000, spec:0.095, ppv:0.176, acc:0.242, f1:0.300, mcc:0.002, total+:312, total-:27 @threshold:-0.853, sens:1.000, spec:0.092, ppv:0.176, acc:0.239, f1:0.299, mcc:0.002, total+:313, total-:26 @threshold:-0.885, sens:1.000, spec:0.085, ppv:0.175, acc:0.233, f1:0.297, mcc:0.002, total+:315, total-:24 @threshold:-0.908, sens:1.000, spec:0.056, ppv:0.170, acc:0.209, f1:0.291, mcc:0.002, total+:323, total-:16 @threshold:-1.203, sens:1.000, spec:0.046, ppv:0.169, acc:0.201, f1:0.289, mcc:0.002, total+:326, total-:13 @threshold:-1.683, sens:1.000, spec:0.021, ppv:0.165, acc:0.180, f1:0.284, mcc:0.001, total+:333, total-:6 @threshold:-2.246, sens:1.000, spec:0.014, ppv:0.164, acc:0.174, f1:0.282, mcc:0.001, total+:335, total-:4 * Vital: BMI-latest | coef 1.000 95% CI: [1.000 , 1.000] | OR_adj 2.718 [2.718 2.718] | occ: 1621 | OR_unadj: 4.766 [3.528 6.438] | indivs AUC:0.795 Correlated most with: Vital : 1.0 Time to run analysis 0:02:02.552012 Total Time elapsed 14:55:20.382747 ----------------------------------------------------- girls min_5 full lasso regression Running batch 1 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 7, alpha = 0.001, R^2 train: 0.981, R^2 test: -1.448 Bootstrap CV 7, alpha = 0.005, R^2 train: 0.880, R^2 test: -0.169 Bootstrap CV 7, alpha = 0.01, R^2 train: 0.771, R^2 test: 0.002 Bootstrap CV 7, alpha = 0.1, R^2 train: 0.325, R^2 test: 0.216 best alpha via bootstrap CV: 0.1 AUC Train: 0.782, Explained Variance Score Train: 0.325 AUC Validation: 0.807, Explained Variance Score Validation: 0.220 AUC Test: 0.796, Explained Variance Score Test: 0.302
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 9, alpha = 0.001, R^2 train: 0.985, R^2 test: -1.926 Bootstrap CV 9, alpha = 0.005, R^2 train: 0.867, R^2 test: -0.299 Bootstrap CV 9, alpha = 0.01, R^2 train: 0.758, R^2 test: 0.072 Bootstrap CV 9, alpha = 0.1, R^2 train: 0.305, R^2 test: 0.310 best alpha via bootstrap CV: 0.1 AUC Train: 0.804, Explained Variance Score Train: 0.305 AUC Validation: 0.823, Explained Variance Score Validation: 0.323 AUC Test: 0.784, Explained Variance Score Test: 0.270 Bootstrap CV 5, alpha = 0.001, R^2 train: 0.982, R^2 test: -1.182 Bootstrap CV 5, alpha = 0.005, R^2 train: 0.833, R^2 test: 0.080 Bootstrap CV 5, alpha = 0.01, R^2 train: 0.713, R^2 test: 0.227 Bootstrap CV 5, alpha = 0.1, R^2 train: 0.368, R^2 test: 0.305 best alpha via bootstrap CV: 0.1 AUC Train: 0.865, Explained Variance Score Train: 0.368 AUC Validation: 0.794, Explained Variance Score Validation: 0.309 AUC Test: 0.796, Explained Variance Score Test: 0.295
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 3, alpha = 0.001, R^2 train: 0.987, R^2 test: -1.076 Bootstrap CV 3, alpha = 0.005, R^2 train: 0.913, R^2 test: -0.343 Bootstrap CV 3, alpha = 0.01, R^2 train: 0.822, R^2 test: 0.009 Bootstrap CV 3, alpha = 0.1, R^2 train: 0.436, R^2 test: 0.290 best alpha via bootstrap CV: 0.1 AUC Train: 0.819, Explained Variance Score Train: 0.436 AUC Validation: 0.694, Explained Variance Score Validation: 0.329 AUC Test: 0.819, Explained Variance Score Test: 0.373 Bootstrap CV 12, alpha = 0.001, R^2 train: 0.983, R^2 test: -1.001 Bootstrap CV 12, alpha = 0.005, R^2 train: 0.873, R^2 test: -0.343 Bootstrap CV 12, alpha = 0.01, R^2 train: 0.762, R^2 test: -0.111 Bootstrap CV 12, alpha = 0.1, R^2 train: 0.329, R^2 test: 0.174 best alpha via bootstrap CV: 0.1 AUC Train: 0.811, Explained Variance Score Train: 0.329 AUC Validation: 0.722, Explained Variance Score Validation: 0.174 AUC Test: 0.793, Explained Variance Score Test: 0.277 Bootstrap CV 6, alpha = 0.001, R^2 train: 0.988, R^2 test: -1.827 Bootstrap CV 6, alpha = 0.005, R^2 train: 0.905, R^2 test: -0.233 Bootstrap CV 6, alpha = 0.01, R^2 train: 0.811, R^2 test: 0.204 Bootstrap CV 6, alpha = 0.1, R^2 train: 0.311, R^2 test: 0.362 best alpha via bootstrap CV: 0.1 AUC Train: 0.818, Explained Variance Score Train: 0.311 AUC Validation: 0.847, Explained Variance Score Validation: 0.365 AUC Test: 0.802, Explained Variance Score Test: 0.327 Bootstrap CV 0, alpha = 0.001, R^2 train: 0.982, R^2 test: -1.460 Bootstrap CV 0, alpha = 0.005, R^2 train: 0.827, R^2 test: -0.112 Bootstrap CV 0, alpha = 0.01, R^2 train: 0.724, R^2 test: 0.103 Bootstrap CV 0, alpha = 0.1, R^2 train: 0.299, R^2 test: 0.200 best alpha via bootstrap CV: 0.1 AUC Train: 0.833, Explained Variance Score Train: 0.299 AUC Validation: 0.647, Explained Variance Score Validation: 0.203 AUC Test: 0.777, Explained Variance Score Test: 0.261 Bootstrap CV 14, alpha = 0.001, R^2 train: 0.989, R^2 test: -0.621 Bootstrap CV 14, alpha = 0.005, R^2 train: 0.892, R^2 test: 0.006 Bootstrap CV 14, alpha = 0.01, R^2 train: 0.785, R^2 test: 0.185 Bootstrap CV 14, alpha = 0.1, R^2 train: 0.400, R^2 test: 0.288 best alpha via bootstrap CV: 0.1 AUC Train: 0.805, Explained Variance Score Train: 0.400 AUC Validation: 0.800, Explained Variance Score Validation: 0.299 AUC Test: 0.807, Explained Variance Score Test: 0.317 Bootstrap CV 11, alpha = 0.001, R^2 train: 0.991, R^2 test: -0.791 Bootstrap CV 11, alpha = 0.005, R^2 train: 0.891, R^2 test: -0.377 Bootstrap CV 11, alpha = 0.01, R^2 train: 0.795, R^2 test: -0.123 Bootstrap CV 11, alpha = 0.1, R^2 train: 0.368, R^2 test: 0.189 best alpha via bootstrap CV: 0.1 AUC Train: 0.801, Explained Variance Score Train: 0.368 AUC Validation: 0.695, Explained Variance Score Validation: 0.196 AUC Test: 0.783, Explained Variance Score Test: 0.292 Bootstrap CV 15, alpha = 0.001, R^2 train: 0.988, R^2 test: -1.330 Bootstrap CV 15, alpha = 0.005, R^2 train: 0.856, R^2 test: -0.129 Bootstrap CV 15, alpha = 0.01, R^2 train: 0.736, R^2 test: 0.103 Bootstrap CV 15, alpha = 0.1, R^2 train: 0.314, R^2 test: 0.280 best alpha via bootstrap CV: 0.1 AUC Train: 0.744, Explained Variance Score Train: 0.314 AUC Validation: 0.674, Explained Variance Score Validation: 0.284 AUC Test: 0.792, Explained Variance Score Test: 0.310 Bootstrap CV 8, alpha = 0.001, R^2 train: 0.983, R^2 test: -1.501 Bootstrap CV 8, alpha = 0.005, R^2 train: 0.890, R^2 test: -0.282 Bootstrap CV 8, alpha = 0.01, R^2 train: 0.789, R^2 test: -0.042 Bootstrap CV 8, alpha = 0.1, R^2 train: 0.337, R^2 test: 0.263 best alpha via bootstrap CV: 0.1 AUC Train: 0.817, Explained Variance Score Train: 0.337 AUC Validation: 0.708, Explained Variance Score Validation: 0.263 AUC Test: 0.813, Explained Variance Score Test: 0.355 Bootstrap CV 10, alpha = 0.001, R^2 train: 0.987, R^2 test: -0.238 Bootstrap CV 10, alpha = 0.005, R^2 train: 0.901, R^2 test: 0.160 Bootstrap CV 10, alpha = 0.01, R^2 train: 0.803, R^2 test: 0.285 Bootstrap CV 10, alpha = 0.1, R^2 train: 0.426, R^2 test: 0.243 best alpha via bootstrap CV: 0.1 AUC Train: 0.858, Explained Variance Score Train: 0.426 AUC Validation: 0.804, Explained Variance Score Validation: 0.254 AUC Test: 0.796, Explained Variance Score Test: 0.298 Bootstrap CV 4, alpha = 0.001, R^2 train: 0.987, R^2 test: -3.946 Bootstrap CV 4, alpha = 0.005, R^2 train: 0.912, R^2 test: -0.623 Bootstrap CV 4, alpha = 0.01, R^2 train: 0.837, R^2 test: -0.131 Bootstrap CV 4, alpha = 0.1, R^2 train: 0.483, R^2 test: 0.288 best alpha via bootstrap CV: 0.1 AUC Train: 0.817, Explained Variance Score Train: 0.483 AUC Validation: 0.854, Explained Variance Score Validation: 0.289 AUC Test: 0.808, Explained Variance Score Test: 0.368 Bootstrap CV 1, alpha = 0.001, R^2 train: 0.975, R^2 test: -2.389 Bootstrap CV 1, alpha = 0.005, R^2 train: 0.832, R^2 test: -0.107 Bootstrap CV 1, alpha = 0.01, R^2 train: 0.727, R^2 test: 0.178 Bootstrap CV 1, alpha = 0.1, R^2 train: 0.276, R^2 test: 0.251 best alpha via bootstrap CV: 0.1 AUC Train: 0.763, Explained Variance Score Train: 0.276 AUC Validation: 0.735, Explained Variance Score Validation: 0.263 AUC Test: 0.800, Explained Variance Score Test: 0.292 Bootstrap CV 2, alpha = 0.001, R^2 train: 0.991, R^2 test: -1.276 Bootstrap CV 2, alpha = 0.005, R^2 train: 0.932, R^2 test: -0.511 Bootstrap CV 2, alpha = 0.01, R^2 train: 0.857, R^2 test: -0.176 Bootstrap CV 2, alpha = 0.1, R^2 train: 0.457, R^2 test: 0.213 best alpha via bootstrap CV: 0.1 AUC Train: 0.819, Explained Variance Score Train: 0.457 AUC Validation: 0.735, Explained Variance Score Validation: 0.214 AUC Test: 0.832, Explained Variance Score Test: 0.363 Bootstrap CV 13, alpha = 0.001, R^2 train: 0.983, R^2 test: -3.032 Bootstrap CV 13, alpha = 0.005, R^2 train: 0.871, R^2 test: -1.289 Bootstrap CV 13, alpha = 0.01, R^2 train: 0.783, R^2 test: -0.587 Bootstrap CV 13, alpha = 0.1, R^2 train: 0.333, R^2 test: 0.211 best alpha via bootstrap CV: 0.1 AUC Train: 0.755, Explained Variance Score Train: 0.333 AUC Validation: 0.766, Explained Variance Score Validation: 0.214 AUC Test: 0.805, Explained Variance Score Test: 0.311 Running batch 2 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 28, alpha = 0.001, R^2 train: 0.985, R^2 test: -1.944 Bootstrap CV 28, alpha = 0.005, R^2 train: 0.897, R^2 test: -0.399 Bootstrap CV 28, alpha = 0.01, R^2 train: 0.805, R^2 test: -0.109 Bootstrap CV 28, alpha = 0.1, R^2 train: 0.369, R^2 test: 0.291 best alpha via bootstrap CV: 0.1 AUC Train: 0.807, Explained Variance Score Train: 0.369 AUC Validation: 0.799, Explained Variance Score Validation: 0.307 AUC Test: 0.820, Explained Variance Score Test: 0.324 Bootstrap CV 27, alpha = 0.001, R^2 train: 0.987, R^2 test: -0.437 Bootstrap CV 27, alpha = 0.005, R^2 train: 0.861, R^2 test: -0.010 Bootstrap CV 27, alpha = 0.01, R^2 train: 0.703, R^2 test: 0.146 Bootstrap CV 27, alpha = 0.1, R^2 train: 0.222, R^2 test: 0.162 best alpha via bootstrap CV: 0.01 AUC Train: 0.966, Explained Variance Score Train: 0.703 AUC Validation: 0.733, Explained Variance Score Validation: 0.154 AUC Test: 0.734, Explained Variance Score Test: 0.255 Bootstrap CV 16, alpha = 0.001, R^2 train: 0.992, R^2 test: -1.489 Bootstrap CV 16, alpha = 0.005, R^2 train: 0.922, R^2 test: -0.706 Bootstrap CV 16, alpha = 0.01, R^2 train: 0.830, R^2 test: -0.294 Bootstrap CV 16, alpha = 0.1, R^2 train: 0.419, R^2 test: 0.199 best alpha via bootstrap CV: 0.1 AUC Train: 0.839, Explained Variance Score Train: 0.419 AUC Validation: 0.775, Explained Variance Score Validation: 0.208 AUC Test: 0.802, Explained Variance Score Test: 0.336 Bootstrap CV 19, alpha = 0.001, R^2 train: 0.986, R^2 test: -0.367 Bootstrap CV 19, alpha = 0.005, R^2 train: 0.856, R^2 test: 0.032 Bootstrap CV 19, alpha = 0.01, R^2 train: 0.710, R^2 test: 0.123 Bootstrap CV 19, alpha = 0.1, R^2 train: 0.333, R^2 test: 0.206 best alpha via bootstrap CV: 0.1 AUC Train: 0.858, Explained Variance Score Train: 0.333 AUC Validation: 0.724, Explained Variance Score Validation: 0.219 AUC Test: 0.796, Explained Variance Score Test: 0.265 Bootstrap CV 21, alpha = 0.001, R^2 train: 0.978, R^2 test: -2.264 Bootstrap CV 21, alpha = 0.005, R^2 train: 0.855, R^2 test: -0.163 Bootstrap CV 21, alpha = 0.01, R^2 train: 0.753, R^2 test: 0.137 Bootstrap CV 21, alpha = 0.1, R^2 train: 0.379, R^2 test: 0.308 best alpha via bootstrap CV: 0.1 AUC Train: 0.819, Explained Variance Score Train: 0.379 AUC Validation: 0.684, Explained Variance Score Validation: 0.315 AUC Test: 0.825, Explained Variance Score Test: 0.332 Bootstrap CV 18, alpha = 0.001, R^2 train: 0.983, R^2 test: -1.321 Bootstrap CV 18, alpha = 0.005, R^2 train: 0.898, R^2 test: -0.400 Bootstrap CV 18, alpha = 0.01, R^2 train: 0.819, R^2 test: -0.136 Bootstrap CV 18, alpha = 0.1, R^2 train: 0.446, R^2 test: 0.159 best alpha via bootstrap CV: 0.1 AUC Train: 0.821, Explained Variance Score Train: 0.446 AUC Validation: 0.685, Explained Variance Score Validation: 0.159 AUC Test: 0.798, Explained Variance Score Test: 0.319 Bootstrap CV 29, alpha = 0.001, R^2 train: 0.989, R^2 test: -0.797 Bootstrap CV 29, alpha = 0.005, R^2 train: 0.880, R^2 test: 0.079 Bootstrap CV 29, alpha = 0.01, R^2 train: 0.767, R^2 test: 0.287 Bootstrap CV 29, alpha = 0.1, R^2 train: 0.418, R^2 test: 0.411 best alpha via bootstrap CV: 0.1 AUC Train: 0.821, Explained Variance Score Train: 0.418 AUC Validation: 0.766, Explained Variance Score Validation: 0.423 AUC Test: 0.799, Explained Variance Score Test: 0.339 Bootstrap CV 26, alpha = 0.001, R^2 train: 0.976, R^2 test: -2.059 Bootstrap CV 26, alpha = 0.005, R^2 train: 0.831, R^2 test: -0.069 Bootstrap CV 26, alpha = 0.01, R^2 train: 0.719, R^2 test: 0.165 Bootstrap CV 26, alpha = 0.1, R^2 train: 0.355, R^2 test: 0.340 best alpha via bootstrap CV: 0.1 AUC Train: 0.882, Explained Variance Score Train: 0.355 AUC Validation: 0.776, Explained Variance Score Validation: 0.340 AUC Test: 0.797, Explained Variance Score Test: 0.289 Bootstrap CV 25, alpha = 0.001, R^2 train: 0.984, R^2 test: -2.351 Bootstrap CV 25, alpha = 0.005, R^2 train: 0.854, R^2 test: -0.395 Bootstrap CV 25, alpha = 0.01, R^2 train: 0.743, R^2 test: 0.011 Bootstrap CV 25, alpha = 0.1, R^2 train: 0.296, R^2 test: 0.321 best alpha via bootstrap CV: 0.1 AUC Train: 0.782, Explained Variance Score Train: 0.296 AUC Validation: 0.837, Explained Variance Score Validation: 0.323 AUC Test: 0.801, Explained Variance Score Test: 0.295 Bootstrap CV 23, alpha = 0.001, R^2 train: 0.990, R^2 test: -2.002 Bootstrap CV 23, alpha = 0.005, R^2 train: 0.895, R^2 test: -0.845 Bootstrap CV 23, alpha = 0.01, R^2 train: 0.800, R^2 test: -0.303 Bootstrap CV 23, alpha = 0.1, R^2 train: 0.371, R^2 test: 0.160 best alpha via bootstrap CV: 0.1 AUC Train: 0.809, Explained Variance Score Train: 0.371 AUC Validation: 0.583, Explained Variance Score Validation: 0.160 AUC Test: 0.817, Explained Variance Score Test: 0.338 Bootstrap CV 17, alpha = 0.001, R^2 train: 0.978, R^2 test: -0.530 Bootstrap CV 17, alpha = 0.005, R^2 train: 0.835, R^2 test: 0.084 Bootstrap CV 17, alpha = 0.01, R^2 train: 0.712, R^2 test: 0.121 Bootstrap CV 17, alpha = 0.1, R^2 train: 0.231, R^2 test: 0.260 best alpha via bootstrap CV: 0.1 AUC Train: 0.769, Explained Variance Score Train: 0.231 AUC Validation: 0.834, Explained Variance Score Validation: 0.262 AUC Test: 0.797, Explained Variance Score Test: 0.274 Bootstrap CV 20, alpha = 0.001, R^2 train: 0.980, R^2 test: -1.481 Bootstrap CV 20, alpha = 0.005, R^2 train: 0.846, R^2 test: -0.192 Bootstrap CV 20, alpha = 0.01, R^2 train: 0.720, R^2 test: 0.114 Bootstrap CV 20, alpha = 0.1, R^2 train: 0.261, R^2 test: 0.368 best alpha via bootstrap CV: 0.1 AUC Train: 0.726, Explained Variance Score Train: 0.261 AUC Validation: 0.847, Explained Variance Score Validation: 0.368 AUC Test: 0.819, Explained Variance Score Test: 0.291 Bootstrap CV 24, alpha = 0.001, R^2 train: 0.993, R^2 test: -0.726 Bootstrap CV 24, alpha = 0.005, R^2 train: 0.912, R^2 test: -0.115 Bootstrap CV 24, alpha = 0.01, R^2 train: 0.822, R^2 test: 0.013 Bootstrap CV 24, alpha = 0.1, R^2 train: 0.347, R^2 test: 0.187 best alpha via bootstrap CV: 0.1 AUC Train: 0.791, Explained Variance Score Train: 0.347 AUC Validation: 0.716, Explained Variance Score Validation: 0.188 AUC Test: 0.798, Explained Variance Score Test: 0.313 Bootstrap CV 31, alpha = 0.001, R^2 train: 0.993, R^2 test: -0.376 Bootstrap CV 31, alpha = 0.005, R^2 train: 0.916, R^2 test: 0.064 Bootstrap CV 31, alpha = 0.01, R^2 train: 0.831, R^2 test: 0.260 Bootstrap CV 31, alpha = 0.1, R^2 train: 0.472, R^2 test: 0.287 best alpha via bootstrap CV: 0.1 AUC Train: 0.835, Explained Variance Score Train: 0.472 AUC Validation: 0.742, Explained Variance Score Validation: 0.304 AUC Test: 0.804, Explained Variance Score Test: 0.351 Bootstrap CV 22, alpha = 0.001, R^2 train: 0.989, R^2 test: -1.324 Bootstrap CV 22, alpha = 0.005, R^2 train: 0.900, R^2 test: -0.536 Bootstrap CV 22, alpha = 0.01, R^2 train: 0.800, R^2 test: -0.231 Bootstrap CV 22, alpha = 0.1, R^2 train: 0.318, R^2 test: 0.173 best alpha via bootstrap CV: 0.1 AUC Train: 0.745, Explained Variance Score Train: 0.318 AUC Validation: 0.737, Explained Variance Score Validation: 0.173 AUC Test: 0.815, Explained Variance Score Test: 0.359 Bootstrap CV 30, alpha = 0.001, R^2 train: 0.990, R^2 test: -1.300 Bootstrap CV 30, alpha = 0.005, R^2 train: 0.893, R^2 test: -0.215 Bootstrap CV 30, alpha = 0.01, R^2 train: 0.783, R^2 test: 0.151 Bootstrap CV 30, alpha = 0.1, R^2 train: 0.351, R^2 test: 0.310 best alpha via bootstrap CV: 0.1 AUC Train: 0.734, Explained Variance Score Train: 0.351 AUC Validation: 0.858, Explained Variance Score Validation: 0.322 AUC Test: 0.811, Explained Variance Score Test: 0.311 Running batch 3 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 33, alpha = 0.001, R^2 train: 0.992, R^2 test: -1.599 Bootstrap CV 33, alpha = 0.005, R^2 train: 0.916, R^2 test: -0.673 Bootstrap CV 33, alpha = 0.01, R^2 train: 0.812, R^2 test: -0.302 Bootstrap CV 33, alpha = 0.1, R^2 train: 0.425, R^2 test: 0.111 best alpha via bootstrap CV: 0.1 AUC Train: 0.821, Explained Variance Score Train: 0.425 AUC Validation: 0.781, Explained Variance Score Validation: 0.196 AUC Test: 0.813, Explained Variance Score Test: 0.378 Bootstrap CV 43, alpha = 0.001, R^2 train: 0.991, R^2 test: -0.570 Bootstrap CV 43, alpha = 0.005, R^2 train: 0.894, R^2 test: -0.075 Bootstrap CV 43, alpha = 0.01, R^2 train: 0.783, R^2 test: 0.118 Bootstrap CV 43, alpha = 0.1, R^2 train: 0.318, R^2 test: 0.222 best alpha via bootstrap CV: 0.1 AUC Train: 0.771, Explained Variance Score Train: 0.318 AUC Validation: 0.811, Explained Variance Score Validation: 0.222 AUC Test: 0.787, Explained Variance Score Test: 0.252 Bootstrap CV 35, alpha = 0.001, R^2 train: 0.993, R^2 test: -0.354 Bootstrap CV 35, alpha = 0.005, R^2 train: 0.919, R^2 test: -0.057 Bootstrap CV 35, alpha = 0.01, R^2 train: 0.813, R^2 test: 0.165 Bootstrap CV 35, alpha = 0.1, R^2 train: 0.391, R^2 test: 0.362 best alpha via bootstrap CV: 0.1 AUC Train: 0.805, Explained Variance Score Train: 0.391 AUC Validation: 0.812, Explained Variance Score Validation: 0.368 AUC Test: 0.806, Explained Variance Score Test: 0.319 Bootstrap CV 32, alpha = 0.001, R^2 train: 0.983, R^2 test: -1.067 Bootstrap CV 32, alpha = 0.005, R^2 train: 0.859, R^2 test: -0.156 Bootstrap CV 32, alpha = 0.01, R^2 train: 0.740, R^2 test: 0.129 Bootstrap CV 32, alpha = 0.1, R^2 train: 0.279, R^2 test: 0.346 best alpha via bootstrap CV: 0.1 AUC Train: 0.808, Explained Variance Score Train: 0.279 AUC Validation: 0.904, Explained Variance Score Validation: 0.347 AUC Test: 0.825, Explained Variance Score Test: 0.286 Bootstrap CV 42, alpha = 0.001, R^2 train: 0.989, R^2 test: -0.583 Bootstrap CV 42, alpha = 0.005, R^2 train: 0.892, R^2 test: -0.113 Bootstrap CV 42, alpha = 0.01, R^2 train: 0.769, R^2 test: 0.161 Bootstrap CV 42, alpha = 0.1, R^2 train: 0.314, R^2 test: 0.292 best alpha via bootstrap CV: 0.1 AUC Train: 0.747, Explained Variance Score Train: 0.314 AUC Validation: 0.716, Explained Variance Score Validation: 0.301 AUC Test: 0.804, Explained Variance Score Test: 0.284 Bootstrap CV 36, alpha = 0.001, R^2 train: 0.983, R^2 test: -2.061 Bootstrap CV 36, alpha = 0.005, R^2 train: 0.853, R^2 test: -0.764 Bootstrap CV 36, alpha = 0.01, R^2 train: 0.758, R^2 test: -0.472 Bootstrap CV 36, alpha = 0.1, R^2 train: 0.376, R^2 test: 0.158 best alpha via bootstrap CV: 0.1 AUC Train: 0.816, Explained Variance Score Train: 0.376 AUC Validation: 0.872, Explained Variance Score Validation: 0.249 AUC Test: 0.807, Explained Variance Score Test: 0.321 Bootstrap CV 39, alpha = 0.001, R^2 train: 0.994, R^2 test: -0.352 Bootstrap CV 39, alpha = 0.005, R^2 train: 0.939, R^2 test: 0.092 Bootstrap CV 39, alpha = 0.01, R^2 train: 0.867, R^2 test: 0.270 Bootstrap CV 39, alpha = 0.1, R^2 train: 0.440, R^2 test: 0.326 best alpha via bootstrap CV: 0.1 AUC Train: 0.814, Explained Variance Score Train: 0.440 AUC Validation: 0.790, Explained Variance Score Validation: 0.330 AUC Test: 0.819, Explained Variance Score Test: 0.366 Bootstrap CV 37, alpha = 0.001, R^2 train: 0.992, R^2 test: -0.348 Bootstrap CV 37, alpha = 0.005, R^2 train: 0.910, R^2 test: -0.075 Bootstrap CV 37, alpha = 0.01, R^2 train: 0.804, R^2 test: 0.020 Bootstrap CV 37, alpha = 0.1, R^2 train: 0.354, R^2 test: 0.142 best alpha via bootstrap CV: 0.1 AUC Train: 0.858, Explained Variance Score Train: 0.354 AUC Validation: 0.710, Explained Variance Score Validation: 0.145 AUC Test: 0.813, Explained Variance Score Test: 0.334 Bootstrap CV 40, alpha = 0.001, R^2 train: 0.988, R^2 test: -1.583 Bootstrap CV 40, alpha = 0.005, R^2 train: 0.888, R^2 test: -0.614 Bootstrap CV 40, alpha = 0.01, R^2 train: 0.766, R^2 test: -0.304 Bootstrap CV 40, alpha = 0.1, R^2 train: 0.343, R^2 test: 0.155 best alpha via bootstrap CV: 0.1 AUC Train: 0.864, Explained Variance Score Train: 0.343 AUC Validation: 0.662, Explained Variance Score Validation: 0.162 AUC Test: 0.801, Explained Variance Score Test: 0.329 Bootstrap CV 45, alpha = 0.001, R^2 train: 0.990, R^2 test: -0.773 Bootstrap CV 45, alpha = 0.005, R^2 train: 0.884, R^2 test: -0.035 Bootstrap CV 45, alpha = 0.01, R^2 train: 0.761, R^2 test: 0.163 Bootstrap CV 45, alpha = 0.1, R^2 train: 0.345, R^2 test: 0.220 best alpha via bootstrap CV: 0.1 AUC Train: 0.798, Explained Variance Score Train: 0.345 AUC Validation: 0.766, Explained Variance Score Validation: 0.233 AUC Test: 0.791, Explained Variance Score Test: 0.335 Bootstrap CV 38, alpha = 0.001, R^2 train: 0.982, R^2 test: -0.583 Bootstrap CV 38, alpha = 0.005, R^2 train: 0.882, R^2 test: 0.189 Bootstrap CV 38, alpha = 0.01, R^2 train: 0.771, R^2 test: 0.313 Bootstrap CV 38, alpha = 0.1, R^2 train: 0.331, R^2 test: 0.432 best alpha via bootstrap CV: 0.1 AUC Train: 0.795, Explained Variance Score Train: 0.331 AUC Validation: 0.913, Explained Variance Score Validation: 0.432 AUC Test: 0.815, Explained Variance Score Test: 0.306 Bootstrap CV 47, alpha = 0.001, R^2 train: 0.991, R^2 test: -1.652 Bootstrap CV 47, alpha = 0.005, R^2 train: 0.923, R^2 test: -0.675 Bootstrap CV 47, alpha = 0.01, R^2 train: 0.833, R^2 test: -0.147 Bootstrap CV 47, alpha = 0.1, R^2 train: 0.355, R^2 test: 0.313 best alpha via bootstrap CV: 0.1 AUC Train: 0.787, Explained Variance Score Train: 0.355 AUC Validation: 0.901, Explained Variance Score Validation: 0.321 AUC Test: 0.822, Explained Variance Score Test: 0.353 Bootstrap CV 44, alpha = 0.001, R^2 train: 0.985, R^2 test: -0.968 Bootstrap CV 44, alpha = 0.005, R^2 train: 0.862, R^2 test: -0.029 Bootstrap CV 44, alpha = 0.01, R^2 train: 0.748, R^2 test: 0.150 Bootstrap CV 44, alpha = 0.1, R^2 train: 0.351, R^2 test: 0.289 best alpha via bootstrap CV: 0.1 AUC Train: 0.813, Explained Variance Score Train: 0.351 AUC Validation: 0.819, Explained Variance Score Validation: 0.303 AUC Test: 0.814, Explained Variance Score Test: 0.304 Bootstrap CV 34, alpha = 0.001, R^2 train: 0.977, R^2 test: -1.658 Bootstrap CV 34, alpha = 0.005, R^2 train: 0.860, R^2 test: -0.206 Bootstrap CV 34, alpha = 0.01, R^2 train: 0.760, R^2 test: 0.059 Bootstrap CV 34, alpha = 0.1, R^2 train: 0.290, R^2 test: 0.221 best alpha via bootstrap CV: 0.1 AUC Train: 0.769, Explained Variance Score Train: 0.290 AUC Validation: 0.724, Explained Variance Score Validation: 0.238 AUC Test: 0.795, Explained Variance Score Test: 0.304 Bootstrap CV 46, alpha = 0.001, R^2 train: 0.985, R^2 test: -0.981 Bootstrap CV 46, alpha = 0.005, R^2 train: 0.887, R^2 test: -0.269 Bootstrap CV 46, alpha = 0.01, R^2 train: 0.782, R^2 test: -0.039 Bootstrap CV 46, alpha = 0.1, R^2 train: 0.297, R^2 test: 0.171 best alpha via bootstrap CV: 0.1 AUC Train: 0.746, Explained Variance Score Train: 0.297 AUC Validation: 0.776, Explained Variance Score Validation: 0.173 AUC Test: 0.799, Explained Variance Score Test: 0.279 Bootstrap CV 41, alpha = 0.001, R^2 train: 0.987, R^2 test: -2.722 Bootstrap CV 41, alpha = 0.005, R^2 train: 0.905, R^2 test: -1.001 Bootstrap CV 41, alpha = 0.01, R^2 train: 0.820, R^2 test: -0.506 Bootstrap CV 41, alpha = 0.1, R^2 train: 0.334, R^2 test: 0.307 best alpha via bootstrap CV: 0.1 AUC Train: 0.806, Explained Variance Score Train: 0.334 AUC Validation: 0.791, Explained Variance Score Validation: 0.314 AUC Test: 0.794, Explained Variance Score Test: 0.308 Running batch 4 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 52, alpha = 0.001, R^2 train: 0.972, R^2 test: -1.524 Bootstrap CV 52, alpha = 0.005, R^2 train: 0.883, R^2 test: -0.130 Bootstrap CV 52, alpha = 0.01, R^2 train: 0.781, R^2 test: 0.093 Bootstrap CV 52, alpha = 0.1, R^2 train: 0.386, R^2 test: 0.300 best alpha via bootstrap CV: 0.1 AUC Train: 0.839, Explained Variance Score Train: 0.386 AUC Validation: 0.774, Explained Variance Score Validation: 0.303 AUC Test: 0.784, Explained Variance Score Test: 0.292 Bootstrap CV 59, alpha = 0.001, R^2 train: 0.972, R^2 test: -1.692 Bootstrap CV 59, alpha = 0.005, R^2 train: 0.889, R^2 test: -0.291 Bootstrap CV 59, alpha = 0.01, R^2 train: 0.800, R^2 test: -0.075 Bootstrap CV 59, alpha = 0.1, R^2 train: 0.424, R^2 test: 0.176 best alpha via bootstrap CV: 0.1 AUC Train: 0.862, Explained Variance Score Train: 0.424 AUC Validation: 0.677, Explained Variance Score Validation: 0.179 AUC Test: 0.780, Explained Variance Score Test: 0.322 Bootstrap CV 51, alpha = 0.001, R^2 train: 0.991, R^2 test: 0.068 Bootstrap CV 51, alpha = 0.005, R^2 train: 0.902, R^2 test: 0.245 Bootstrap CV 51, alpha = 0.01, R^2 train: 0.794, R^2 test: 0.267 Bootstrap CV 51, alpha = 0.1, R^2 train: 0.387, R^2 test: 0.275 best alpha via bootstrap CV: 0.1 AUC Train: 0.856, Explained Variance Score Train: 0.387 AUC Validation: 0.699, Explained Variance Score Validation: 0.302 AUC Test: 0.801, Explained Variance Score Test: 0.308 Bootstrap CV 50, alpha = 0.001, R^2 train: 0.990, R^2 test: -0.992 Bootstrap CV 50, alpha = 0.005, R^2 train: 0.893, R^2 test: -0.197 Bootstrap CV 50, alpha = 0.01, R^2 train: 0.795, R^2 test: 0.072 Bootstrap CV 50, alpha = 0.1, R^2 train: 0.385, R^2 test: 0.330 best alpha via bootstrap CV: 0.1 AUC Train: 0.788, Explained Variance Score Train: 0.385 AUC Validation: 0.848, Explained Variance Score Validation: 0.330 AUC Test: 0.811, Explained Variance Score Test: 0.326 Bootstrap CV 48, alpha = 0.001, R^2 train: 0.992, R^2 test: -1.001 Bootstrap CV 48, alpha = 0.005, R^2 train: 0.931, R^2 test: -0.354 Bootstrap CV 48, alpha = 0.01, R^2 train: 0.842, R^2 test: -0.159 Bootstrap CV 48, alpha = 0.1, R^2 train: 0.462, R^2 test: 0.068 best alpha via bootstrap CV: 0.1 AUC Train: 0.886, Explained Variance Score Train: 0.462 AUC Validation: 0.736, Explained Variance Score Validation: 0.080 AUC Test: 0.827, Explained Variance Score Test: 0.369 Bootstrap CV 58, alpha = 0.001, R^2 train: 0.962, R^2 test: -1.466 Bootstrap CV 58, alpha = 0.005, R^2 train: 0.839, R^2 test: -0.551 Bootstrap CV 58, alpha = 0.01, R^2 train: 0.702, R^2 test: -0.150 Bootstrap CV 58, alpha = 0.1, R^2 train: 0.279, R^2 test: 0.163 best alpha via bootstrap CV: 0.1 AUC Train: 0.759, Explained Variance Score Train: 0.279 AUC Validation: 0.703, Explained Variance Score Validation: 0.164 AUC Test: 0.791, Explained Variance Score Test: 0.268 Bootstrap CV 61, alpha = 0.001, R^2 train: 0.965, R^2 test: -1.798 Bootstrap CV 61, alpha = 0.005, R^2 train: 0.852, R^2 test: -0.129 Bootstrap CV 61, alpha = 0.01, R^2 train: 0.757, R^2 test: 0.103 Bootstrap CV 61, alpha = 0.1, R^2 train: 0.324, R^2 test: 0.335 best alpha via bootstrap CV: 0.1 AUC Train: 0.796, Explained Variance Score Train: 0.324 AUC Validation: 0.782, Explained Variance Score Validation: 0.338 AUC Test: 0.807, Explained Variance Score Test: 0.307 Bootstrap CV 53, alpha = 0.001, R^2 train: 0.991, R^2 test: -1.813 Bootstrap CV 53, alpha = 0.005, R^2 train: 0.933, R^2 test: -0.550 Bootstrap CV 53, alpha = 0.01, R^2 train: 0.860, R^2 test: -0.222 Bootstrap CV 53, alpha = 0.1, R^2 train: 0.494, R^2 test: 0.206 best alpha via bootstrap CV: 0.1 AUC Train: 0.900, Explained Variance Score Train: 0.494 AUC Validation: 0.715, Explained Variance Score Validation: 0.208 AUC Test: 0.823, Explained Variance Score Test: 0.372 Bootstrap CV 62, alpha = 0.001, R^2 train: 0.989, R^2 test: -1.067 Bootstrap CV 62, alpha = 0.005, R^2 train: 0.913, R^2 test: -0.083 Bootstrap CV 62, alpha = 0.01, R^2 train: 0.829, R^2 test: 0.077 Bootstrap CV 62, alpha = 0.1, R^2 train: 0.484, R^2 test: 0.308 best alpha via bootstrap CV: 0.1 AUC Train: 0.824, Explained Variance Score Train: 0.484 AUC Validation: 0.776, Explained Variance Score Validation: 0.308 AUC Test: 0.820, Explained Variance Score Test: 0.350 Bootstrap CV 56, alpha = 0.001, R^2 train: 0.979, R^2 test: -1.635 Bootstrap CV 56, alpha = 0.005, R^2 train: 0.834, R^2 test: -0.372 Bootstrap CV 56, alpha = 0.01, R^2 train: 0.706, R^2 test: -0.133 Bootstrap CV 56, alpha = 0.1, R^2 train: 0.313, R^2 test: 0.173 best alpha via bootstrap CV: 0.1 AUC Train: 0.808, Explained Variance Score Train: 0.313 AUC Validation: 0.660, Explained Variance Score Validation: 0.177 AUC Test: 0.817, Explained Variance Score Test: 0.309 Bootstrap CV 49, alpha = 0.001, R^2 train: 0.980, R^2 test: -1.187 Bootstrap CV 49, alpha = 0.005, R^2 train: 0.882, R^2 test: -0.120 Bootstrap CV 49, alpha = 0.01, R^2 train: 0.794, R^2 test: 0.090 Bootstrap CV 49, alpha = 0.1, R^2 train: 0.401, R^2 test: 0.353 best alpha via bootstrap CV: 0.1 AUC Train: 0.817, Explained Variance Score Train: 0.401 AUC Validation: 0.827, Explained Variance Score Validation: 0.362 AUC Test: 0.805, Explained Variance Score Test: 0.319 Bootstrap CV 63, alpha = 0.001, R^2 train: 0.980, R^2 test: -4.559 Bootstrap CV 63, alpha = 0.005, R^2 train: 0.851, R^2 test: -0.893 Bootstrap CV 63, alpha = 0.01, R^2 train: 0.738, R^2 test: -0.270 Bootstrap CV 63, alpha = 0.1, R^2 train: 0.308, R^2 test: 0.263 best alpha via bootstrap CV: 0.1 AUC Train: 0.811, Explained Variance Score Train: 0.308 AUC Validation: 0.768, Explained Variance Score Validation: 0.270 AUC Test: 0.810, Explained Variance Score Test: 0.332 Bootstrap CV 57, alpha = 0.001, R^2 train: 0.981, R^2 test: -4.458 Bootstrap CV 57, alpha = 0.005, R^2 train: 0.809, R^2 test: -0.644 Bootstrap CV 57, alpha = 0.01, R^2 train: 0.671, R^2 test: -0.115 Bootstrap CV 57, alpha = 0.1, R^2 train: 0.234, R^2 test: 0.371 best alpha via bootstrap CV: 0.1 AUC Train: 0.776, Explained Variance Score Train: 0.234 AUC Validation: 0.833, Explained Variance Score Validation: 0.386 AUC Test: 0.811, Explained Variance Score Test: 0.288 Bootstrap CV 54, alpha = 0.001, R^2 train: 0.974, R^2 test: -2.989 Bootstrap CV 54, alpha = 0.005, R^2 train: 0.817, R^2 test: -0.268 Bootstrap CV 54, alpha = 0.01, R^2 train: 0.714, R^2 test: 0.056 Bootstrap CV 54, alpha = 0.1, R^2 train: 0.380, R^2 test: 0.131 best alpha via bootstrap CV: 0.1 AUC Train: 0.875, Explained Variance Score Train: 0.380 AUC Validation: 0.639, Explained Variance Score Validation: 0.140 AUC Test: 0.798, Explained Variance Score Test: 0.310 Bootstrap CV 55, alpha = 0.001, R^2 train: 0.989, R^2 test: -0.870 Bootstrap CV 55, alpha = 0.005, R^2 train: 0.885, R^2 test: 0.056 Bootstrap CV 55, alpha = 0.01, R^2 train: 0.784, R^2 test: 0.209 Bootstrap CV 55, alpha = 0.1, R^2 train: 0.357, R^2 test: 0.288 best alpha via bootstrap CV: 0.1 AUC Train: 0.779, Explained Variance Score Train: 0.357 AUC Validation: 0.803, Explained Variance Score Validation: 0.289 AUC Test: 0.793, Explained Variance Score Test: 0.299 Bootstrap CV 60, alpha = 0.001, R^2 train: 0.989, R^2 test: -2.246 Bootstrap CV 60, alpha = 0.005, R^2 train: 0.901, R^2 test: -0.291 Bootstrap CV 60, alpha = 0.01, R^2 train: 0.803, R^2 test: -0.055 Bootstrap CV 60, alpha = 0.1, R^2 train: 0.478, R^2 test: 0.268 best alpha via bootstrap CV: 0.1 AUC Train: 0.830, Explained Variance Score Train: 0.478 AUC Validation: 0.793, Explained Variance Score Validation: 0.269 AUC Test: 0.818, Explained Variance Score Test: 0.373 Running batch 5 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 68, alpha = 0.001, R^2 train: 0.985, R^2 test: -0.170 Bootstrap CV 68, alpha = 0.005, R^2 train: 0.904, R^2 test: 0.185 Bootstrap CV 68, alpha = 0.01, R^2 train: 0.814, R^2 test: 0.249 Bootstrap CV 68, alpha = 0.1, R^2 train: 0.410, R^2 test: 0.323 best alpha via bootstrap CV: 0.1 AUC Train: 0.839, Explained Variance Score Train: 0.410 AUC Validation: 0.854, Explained Variance Score Validation: 0.334 AUC Test: 0.817, Explained Variance Score Test: 0.325 Bootstrap CV 67, alpha = 0.001, R^2 train: 0.987, R^2 test: -2.167 Bootstrap CV 67, alpha = 0.005, R^2 train: 0.905, R^2 test: -0.426 Bootstrap CV 67, alpha = 0.01, R^2 train: 0.831, R^2 test: -0.046 Bootstrap CV 67, alpha = 0.1, R^2 train: 0.441, R^2 test: 0.148 best alpha via bootstrap CV: 0.1 AUC Train: 0.815, Explained Variance Score Train: 0.441 AUC Validation: 0.804, Explained Variance Score Validation: 0.161 AUC Test: 0.817, Explained Variance Score Test: 0.374 Bootstrap CV 71, alpha = 0.001, R^2 train: 0.979, R^2 test: -1.955 Bootstrap CV 71, alpha = 0.005, R^2 train: 0.813, R^2 test: -0.362 Bootstrap CV 71, alpha = 0.01, R^2 train: 0.680, R^2 test: -0.034 Bootstrap CV 71, alpha = 0.1, R^2 train: 0.268, R^2 test: 0.233 best alpha via bootstrap CV: 0.1 AUC Train: 0.773, Explained Variance Score Train: 0.268 AUC Validation: 0.852, Explained Variance Score Validation: 0.234 AUC Test: 0.798, Explained Variance Score Test: 0.274 Bootstrap CV 64, alpha = 0.001, R^2 train: 0.991, R^2 test: -0.944 Bootstrap CV 64, alpha = 0.005, R^2 train: 0.903, R^2 test: -0.028 Bootstrap CV 64, alpha = 0.01, R^2 train: 0.815, R^2 test: 0.201 Bootstrap CV 64, alpha = 0.1, R^2 train: 0.440, R^2 test: 0.347 best alpha via bootstrap CV: 0.1 AUC Train: 0.798, Explained Variance Score Train: 0.440 AUC Validation: 0.782, Explained Variance Score Validation: 0.359 AUC Test: 0.819, Explained Variance Score Test: 0.373 Bootstrap CV 74, alpha = 0.001, R^2 train: 0.974, R^2 test: -0.406 Bootstrap CV 74, alpha = 0.005, R^2 train: 0.851, R^2 test: 0.161 Bootstrap CV 74, alpha = 0.01, R^2 train: 0.719, R^2 test: 0.239 Bootstrap CV 74, alpha = 0.1, R^2 train: 0.244, R^2 test: 0.278 best alpha via bootstrap CV: 0.1 AUC Train: 0.747, Explained Variance Score Train: 0.244 AUC Validation: 0.828, Explained Variance Score Validation: 0.278 AUC Test: 0.819, Explained Variance Score Test: 0.303 Bootstrap CV 72, alpha = 0.001, R^2 train: 0.994, R^2 test: -0.405 Bootstrap CV 72, alpha = 0.005, R^2 train: 0.929, R^2 test: 0.052 Bootstrap CV 72, alpha = 0.01, R^2 train: 0.852, R^2 test: 0.108 Bootstrap CV 72, alpha = 0.1, R^2 train: 0.461, R^2 test: 0.291 best alpha via bootstrap CV: 0.1 AUC Train: 0.791, Explained Variance Score Train: 0.461 AUC Validation: 0.713, Explained Variance Score Validation: 0.292 AUC Test: 0.800, Explained Variance Score Test: 0.362 Bootstrap CV 76, alpha = 0.001, R^2 train: 0.970, R^2 test: -2.054 Bootstrap CV 76, alpha = 0.005, R^2 train: 0.807, R^2 test: -0.262 Bootstrap CV 76, alpha = 0.01, R^2 train: 0.655, R^2 test: 0.028 Bootstrap CV 76, alpha = 0.1, R^2 train: 0.238, R^2 test: 0.224 best alpha via bootstrap CV: 0.1 AUC Train: 0.778, Explained Variance Score Train: 0.238 AUC Validation: 0.733, Explained Variance Score Validation: 0.224 AUC Test: 0.769, Explained Variance Score Test: 0.226 Bootstrap CV 75, alpha = 0.001, R^2 train: 0.990, R^2 test: -1.691 Bootstrap CV 75, alpha = 0.005, R^2 train: 0.885, R^2 test: -0.357 Bootstrap CV 75, alpha = 0.01, R^2 train: 0.763, R^2 test: 0.107 Bootstrap CV 75, alpha = 0.1, R^2 train: 0.410, R^2 test: 0.347 best alpha via bootstrap CV: 0.1 AUC Train: 0.840, Explained Variance Score Train: 0.410 AUC Validation: 0.786, Explained Variance Score Validation: 0.350 AUC Test: 0.795, Explained Variance Score Test: 0.311 Bootstrap CV 66, alpha = 0.001, R^2 train: 0.984, R^2 test: -0.323 Bootstrap CV 66, alpha = 0.005, R^2 train: 0.849, R^2 test: 0.031 Bootstrap CV 66, alpha = 0.01, R^2 train: 0.705, R^2 test: 0.182 Bootstrap CV 66, alpha = 0.1, R^2 train: 0.329, R^2 test: 0.211 best alpha via bootstrap CV: 0.1 AUC Train: 0.835, Explained Variance Score Train: 0.329 AUC Validation: 0.756, Explained Variance Score Validation: 0.233 AUC Test: 0.808, Explained Variance Score Test: 0.243 Bootstrap CV 79, alpha = 0.001, R^2 train: 0.986, R^2 test: -2.745 Bootstrap CV 79, alpha = 0.005, R^2 train: 0.841, R^2 test: -0.322 Bootstrap CV 79, alpha = 0.01, R^2 train: 0.705, R^2 test: 0.155 Bootstrap CV 79, alpha = 0.1, R^2 train: 0.262, R^2 test: 0.218 best alpha via bootstrap CV: 0.1 AUC Train: 0.756, Explained Variance Score Train: 0.262 AUC Validation: 0.880, Explained Variance Score Validation: 0.282 AUC Test: 0.798, Explained Variance Score Test: 0.266 Bootstrap CV 77, alpha = 0.001, R^2 train: 0.983, R^2 test: -1.396 Bootstrap CV 77, alpha = 0.005, R^2 train: 0.828, R^2 test: -0.341 Bootstrap CV 77, alpha = 0.01, R^2 train: 0.715, R^2 test: 0.056 Bootstrap CV 77, alpha = 0.1, R^2 train: 0.307, R^2 test: 0.377 best alpha via bootstrap CV: 0.1 AUC Train: 0.805, Explained Variance Score Train: 0.307 AUC Validation: 0.828, Explained Variance Score Validation: 0.377 AUC Test: 0.823, Explained Variance Score Test: 0.311 Bootstrap CV 65, alpha = 0.001, R^2 train: 0.992, R^2 test: -0.348 Bootstrap CV 65, alpha = 0.005, R^2 train: 0.910, R^2 test: -0.071 Bootstrap CV 65, alpha = 0.01, R^2 train: 0.794, R^2 test: 0.066 Bootstrap CV 65, alpha = 0.1, R^2 train: 0.314, R^2 test: 0.187 best alpha via bootstrap CV: 0.1 AUC Train: 0.800, Explained Variance Score Train: 0.314 AUC Validation: 0.703, Explained Variance Score Validation: 0.211 AUC Test: 0.802, Explained Variance Score Test: 0.265 Bootstrap CV 73, alpha = 0.001, R^2 train: 0.996, R^2 test: -1.548 Bootstrap CV 73, alpha = 0.005, R^2 train: 0.928, R^2 test: -0.522 Bootstrap CV 73, alpha = 0.01, R^2 train: 0.833, R^2 test: -0.107 Bootstrap CV 73, alpha = 0.1, R^2 train: 0.401, R^2 test: 0.210 best alpha via bootstrap CV: 0.1 AUC Train: 0.818, Explained Variance Score Train: 0.401 AUC Validation: 0.801, Explained Variance Score Validation: 0.210 AUC Test: 0.816, Explained Variance Score Test: 0.345 Bootstrap CV 78, alpha = 0.001, R^2 train: 0.983, R^2 test: -2.436 Bootstrap CV 78, alpha = 0.005, R^2 train: 0.843, R^2 test: -0.280 Bootstrap CV 78, alpha = 0.01, R^2 train: 0.711, R^2 test: 0.070 Bootstrap CV 78, alpha = 0.1, R^2 train: 0.344, R^2 test: 0.311 best alpha via bootstrap CV: 0.1 AUC Train: 0.783, Explained Variance Score Train: 0.344 AUC Validation: 0.836, Explained Variance Score Validation: 0.314 AUC Test: 0.805, Explained Variance Score Test: 0.331 Bootstrap CV 70, alpha = 0.001, R^2 train: 0.989, R^2 test: -0.836 Bootstrap CV 70, alpha = 0.005, R^2 train: 0.904, R^2 test: -0.126 Bootstrap CV 70, alpha = 0.01, R^2 train: 0.795, R^2 test: 0.099 Bootstrap CV 70, alpha = 0.1, R^2 train: 0.278, R^2 test: 0.274 best alpha via bootstrap CV: 0.1 AUC Train: 0.770, Explained Variance Score Train: 0.278 AUC Validation: 0.682, Explained Variance Score Validation: 0.274 AUC Test: 0.816, Explained Variance Score Test: 0.322 Bootstrap CV 69, alpha = 0.001, R^2 train: 0.989, R^2 test: -3.338 Bootstrap CV 69, alpha = 0.005, R^2 train: 0.882, R^2 test: -1.105 Bootstrap CV 69, alpha = 0.01, R^2 train: 0.755, R^2 test: -0.313 Bootstrap CV 69, alpha = 0.1, R^2 train: 0.357, R^2 test: 0.144 best alpha via bootstrap CV: 0.1 AUC Train: 0.791, Explained Variance Score Train: 0.357 AUC Validation: 0.624, Explained Variance Score Validation: 0.157 AUC Test: 0.808, Explained Variance Score Test: 0.355 Running batch 6 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 85, alpha = 0.001, R^2 train: 0.988, R^2 test: -0.565 Bootstrap CV 85, alpha = 0.005, R^2 train: 0.863, R^2 test: 0.029 Bootstrap CV 85, alpha = 0.01, R^2 train: 0.716, R^2 test: 0.178 Bootstrap CV 85, alpha = 0.1, R^2 train: 0.269, R^2 test: 0.269 best alpha via bootstrap CV: 0.1 AUC Train: 0.793, Explained Variance Score Train: 0.269 AUC Validation: 0.729, Explained Variance Score Validation: 0.272 AUC Test: 0.774, Explained Variance Score Test: 0.265
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 89, alpha = 0.001, R^2 train: 0.993, R^2 test: -1.074 Bootstrap CV 89, alpha = 0.005, R^2 train: 0.921, R^2 test: -0.179 Bootstrap CV 89, alpha = 0.01, R^2 train: 0.820, R^2 test: 0.077 Bootstrap CV 89, alpha = 0.1, R^2 train: 0.393, R^2 test: 0.329 best alpha via bootstrap CV: 0.1 AUC Train: 0.861, Explained Variance Score Train: 0.393 AUC Validation: 0.853, Explained Variance Score Validation: 0.345 AUC Test: 0.816, Explained Variance Score Test: 0.357 Bootstrap CV 95, alpha = 0.001, R^2 train: 0.990, R^2 test: -0.542 Bootstrap CV 95, alpha = 0.005, R^2 train: 0.889, R^2 test: -0.045 Bootstrap CV 95, alpha = 0.01, R^2 train: 0.772, R^2 test: 0.122 Bootstrap CV 95, alpha = 0.1, R^2 train: 0.396, R^2 test: 0.226 best alpha via bootstrap CV: 0.1 AUC Train: 0.833, Explained Variance Score Train: 0.396 AUC Validation: 0.745, Explained Variance Score Validation: 0.251 AUC Test: 0.799, Explained Variance Score Test: 0.311 Bootstrap CV 82, alpha = 0.001, R^2 train: 0.986, R^2 test: -1.538 Bootstrap CV 82, alpha = 0.005, R^2 train: 0.910, R^2 test: -0.534 Bootstrap CV 82, alpha = 0.01, R^2 train: 0.809, R^2 test: -0.283 Bootstrap CV 82, alpha = 0.1, R^2 train: 0.296, R^2 test: 0.163 best alpha via bootstrap CV: 0.1 AUC Train: 0.781, Explained Variance Score Train: 0.296 AUC Validation: 0.754, Explained Variance Score Validation: 0.165 AUC Test: 0.765, Explained Variance Score Test: 0.258 Bootstrap CV 86, alpha = 0.001, R^2 train: 0.992, R^2 test: -1.277 Bootstrap CV 86, alpha = 0.005, R^2 train: 0.918, R^2 test: -0.702 Bootstrap CV 86, alpha = 0.01, R^2 train: 0.828, R^2 test: -0.264 Bootstrap CV 86, alpha = 0.1, R^2 train: 0.417, R^2 test: 0.265 best alpha via bootstrap CV: 0.1 AUC Train: 0.847, Explained Variance Score Train: 0.417 AUC Validation: 0.846, Explained Variance Score Validation: 0.289 AUC Test: 0.819, Explained Variance Score Test: 0.358 Bootstrap CV 90, alpha = 0.001, R^2 train: 0.990, R^2 test: -1.496 Bootstrap CV 90, alpha = 0.005, R^2 train: 0.893, R^2 test: -0.226 Bootstrap CV 90, alpha = 0.01, R^2 train: 0.784, R^2 test: 0.011 Bootstrap CV 90, alpha = 0.1, R^2 train: 0.328, R^2 test: 0.299 best alpha via bootstrap CV: 0.1 AUC Train: 0.788, Explained Variance Score Train: 0.328 AUC Validation: 0.710, Explained Variance Score Validation: 0.300 AUC Test: 0.783, Explained Variance Score Test: 0.269 Bootstrap CV 81, alpha = 0.001, R^2 train: 0.992, R^2 test: -1.641 Bootstrap CV 81, alpha = 0.005, R^2 train: 0.910, R^2 test: -0.302 Bootstrap CV 81, alpha = 0.01, R^2 train: 0.806, R^2 test: 0.063 Bootstrap CV 81, alpha = 0.1, R^2 train: 0.396, R^2 test: 0.354 best alpha via bootstrap CV: 0.1 AUC Train: 0.854, Explained Variance Score Train: 0.396 AUC Validation: 0.815, Explained Variance Score Validation: 0.369 AUC Test: 0.787, Explained Variance Score Test: 0.280 Bootstrap CV 94, alpha = 0.001, R^2 train: 0.993, R^2 test: -1.122 Bootstrap CV 94, alpha = 0.005, R^2 train: 0.936, R^2 test: -0.369 Bootstrap CV 94, alpha = 0.01, R^2 train: 0.853, R^2 test: -0.093 Bootstrap CV 94, alpha = 0.1, R^2 train: 0.440, R^2 test: 0.246 best alpha via bootstrap CV: 0.1 AUC Train: 0.815, Explained Variance Score Train: 0.440 AUC Validation: 0.832, Explained Variance Score Validation: 0.256 AUC Test: 0.801, Explained Variance Score Test: 0.340 Bootstrap CV 83, alpha = 0.001, R^2 train: 0.984, R^2 test: -0.860 Bootstrap CV 83, alpha = 0.005, R^2 train: 0.875, R^2 test: -0.185 Bootstrap CV 83, alpha = 0.01, R^2 train: 0.738, R^2 test: 0.065 Bootstrap CV 83, alpha = 0.1, R^2 train: 0.304, R^2 test: 0.214 best alpha via bootstrap CV: 0.1 AUC Train: 0.805, Explained Variance Score Train: 0.304 AUC Validation: 0.679, Explained Variance Score Validation: 0.214 AUC Test: 0.807, Explained Variance Score Test: 0.297 Bootstrap CV 91, alpha = 0.001, R^2 train: 0.984, R^2 test: -0.687 Bootstrap CV 91, alpha = 0.005, R^2 train: 0.876, R^2 test: -0.067 Bootstrap CV 91, alpha = 0.01, R^2 train: 0.753, R^2 test: 0.035 Bootstrap CV 91, alpha = 0.1, R^2 train: 0.339, R^2 test: 0.254 best alpha via bootstrap CV: 0.1 AUC Train: 0.788, Explained Variance Score Train: 0.339 AUC Validation: 0.742, Explained Variance Score Validation: 0.255 AUC Test: 0.795, Explained Variance Score Test: 0.288 Bootstrap CV 93, alpha = 0.001, R^2 train: 0.981, R^2 test: -2.551 Bootstrap CV 93, alpha = 0.005, R^2 train: 0.892, R^2 test: -0.882 Bootstrap CV 93, alpha = 0.01, R^2 train: 0.767, R^2 test: -0.291 Bootstrap CV 93, alpha = 0.1, R^2 train: 0.323, R^2 test: 0.247 best alpha via bootstrap CV: 0.1 AUC Train: 0.753, Explained Variance Score Train: 0.323 AUC Validation: 0.847, Explained Variance Score Validation: 0.262 AUC Test: 0.805, Explained Variance Score Test: 0.301 Bootstrap CV 88, alpha = 0.001, R^2 train: 0.976, R^2 test: -1.105 Bootstrap CV 88, alpha = 0.005, R^2 train: 0.846, R^2 test: -0.103 Bootstrap CV 88, alpha = 0.01, R^2 train: 0.732, R^2 test: 0.184 Bootstrap CV 88, alpha = 0.1, R^2 train: 0.306, R^2 test: 0.362 best alpha via bootstrap CV: 0.1 AUC Train: 0.760, Explained Variance Score Train: 0.306 AUC Validation: 0.893, Explained Variance Score Validation: 0.367 AUC Test: 0.821, Explained Variance Score Test: 0.300 Bootstrap CV 84, alpha = 0.001, R^2 train: 0.990, R^2 test: -0.565 Bootstrap CV 84, alpha = 0.005, R^2 train: 0.898, R^2 test: -0.043 Bootstrap CV 84, alpha = 0.01, R^2 train: 0.793, R^2 test: 0.115 Bootstrap CV 84, alpha = 0.1, R^2 train: 0.356, R^2 test: 0.315 best alpha via bootstrap CV: 0.1 AUC Train: 0.839, Explained Variance Score Train: 0.356 AUC Validation: 0.728, Explained Variance Score Validation: 0.316 AUC Test: 0.812, Explained Variance Score Test: 0.330 Bootstrap CV 87, alpha = 0.001, R^2 train: 0.993, R^2 test: -1.486 Bootstrap CV 87, alpha = 0.005, R^2 train: 0.924, R^2 test: -0.536 Bootstrap CV 87, alpha = 0.01, R^2 train: 0.845, R^2 test: -0.226 Bootstrap CV 87, alpha = 0.1, R^2 train: 0.445, R^2 test: 0.290 best alpha via bootstrap CV: 0.1 AUC Train: 0.798, Explained Variance Score Train: 0.445 AUC Validation: 0.753, Explained Variance Score Validation: 0.310 AUC Test: 0.817, Explained Variance Score Test: 0.379 Bootstrap CV 80, alpha = 0.001, R^2 train: 0.985, R^2 test: -0.824 Bootstrap CV 80, alpha = 0.005, R^2 train: 0.882, R^2 test: -0.144 Bootstrap CV 80, alpha = 0.01, R^2 train: 0.775, R^2 test: 0.097 Bootstrap CV 80, alpha = 0.1, R^2 train: 0.379, R^2 test: 0.216 best alpha via bootstrap CV: 0.1 AUC Train: 0.789, Explained Variance Score Train: 0.379 AUC Validation: 0.759, Explained Variance Score Validation: 0.243 AUC Test: 0.790, Explained Variance Score Test: 0.315 Bootstrap CV 92, alpha = 0.001, R^2 train: 0.991, R^2 test: -0.811 Bootstrap CV 92, alpha = 0.005, R^2 train: 0.908, R^2 test: -0.124 Bootstrap CV 92, alpha = 0.01, R^2 train: 0.817, R^2 test: 0.104 Bootstrap CV 92, alpha = 0.1, R^2 train: 0.367, R^2 test: 0.271 best alpha via bootstrap CV: 0.1 AUC Train: 0.812, Explained Variance Score Train: 0.367 AUC Validation: 0.836, Explained Variance Score Validation: 0.282 AUC Test: 0.799, Explained Variance Score Test: 0.322 Running batch 7 of 7 with 4 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 99, alpha = 0.001, R^2 train: 0.989, R^2 test: -0.166 Bootstrap CV 99, alpha = 0.005, R^2 train: 0.889, R^2 test: 0.074 Bootstrap CV 99, alpha = 0.01, R^2 train: 0.785, R^2 test: 0.182 Bootstrap CV 99, alpha = 0.1, R^2 train: 0.372, R^2 test: 0.306 best alpha via bootstrap CV: 0.1 AUC Train: 0.786, Explained Variance Score Train: 0.372 AUC Validation: 0.727, Explained Variance Score Validation: 0.310 AUC Test: 0.804, Explained Variance Score Test: 0.322 Bootstrap CV 98, alpha = 0.001, R^2 train: 0.994, R^2 test: -2.601 Bootstrap CV 98, alpha = 0.005, R^2 train: 0.941, R^2 test: -1.329 Bootstrap CV 98, alpha = 0.01, R^2 train: 0.864, R^2 test: -0.749 Bootstrap CV 98, alpha = 0.1, R^2 train: 0.434, R^2 test: 0.093 best alpha via bootstrap CV: 0.1 AUC Train: 0.765, Explained Variance Score Train: 0.434 AUC Validation: 0.746, Explained Variance Score Validation: 0.183 AUC Test: 0.812, Explained Variance Score Test: 0.386 Bootstrap CV 97, alpha = 0.001, R^2 train: 0.994, R^2 test: -0.927 Bootstrap CV 97, alpha = 0.005, R^2 train: 0.919, R^2 test: -0.239 Bootstrap CV 97, alpha = 0.01, R^2 train: 0.813, R^2 test: 0.040 Bootstrap CV 97, alpha = 0.1, R^2 train: 0.377, R^2 test: 0.279 best alpha via bootstrap CV: 0.1 AUC Train: 0.837, Explained Variance Score Train: 0.377 AUC Validation: 0.853, Explained Variance Score Validation: 0.303 AUC Test: 0.796, Explained Variance Score Test: 0.321 Bootstrap CV 96, alpha = 0.001, R^2 train: 0.977, R^2 test: -1.922 Bootstrap CV 96, alpha = 0.005, R^2 train: 0.843, R^2 test: -0.390 Bootstrap CV 96, alpha = 0.01, R^2 train: 0.744, R^2 test: -0.172 Bootstrap CV 96, alpha = 0.1, R^2 train: 0.306, R^2 test: 0.172 best alpha via bootstrap CV: 0.1 AUC Train: 0.682, Explained Variance Score Train: 0.306 AUC Validation: 0.718, Explained Variance Score Validation: 0.174 AUC Test: 0.801, Explained Variance Score Test: 0.303 total Variables 875 and total subjects: 1698 ->AUC validation: 0.770 95% CI: [0.757 , 0.783] ->AUC test: 0.803 95% CI: [0.801 , 0.806] ->R^2 validation: 0.266 95% CI: [0.252 , 0.280] ->R^2 test: 0.315 95% CI: [0.308 , 0.322] ->Explained Variance validation: 0.256 95% CI: [0.241 , 0.270] ->Explained Variance test: 0.309 95% CI: [0.302 , 0.317] Test set metrics: @threshold:2.132, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:2.106, sens:0.018, spec:1.000, ppv:1.000, acc:0.841, f1:0.036, mcc:0.000, total+:1, total-:338 @threshold:2.072, sens:0.036, spec:1.000, ppv:1.000, acc:0.844, f1:0.070, mcc:0.000, total+:2, total-:337 @threshold:1.903, sens:0.036, spec:0.996, ppv:0.667, acc:0.841, f1:0.069, mcc:0.141, total+:3, total-:336 @threshold:1.899, sens:0.055, spec:0.996, ppv:0.750, acc:0.844, f1:0.102, mcc:0.190, total+:4, total-:335 @threshold:1.627, sens:0.109, spec:0.993, ppv:0.750, acc:0.850, f1:0.190, mcc:0.135, total+:8, total-:331 @threshold:1.472, sens:0.127, spec:0.989, ppv:0.700, acc:0.850, f1:0.215, mcc:0.092, total+:10, total-:329 @threshold:1.382, sens:0.164, spec:0.986, ppv:0.692, acc:0.853, f1:0.265, mcc:0.078, total+:13, total-:326 @threshold:1.332, sens:0.182, spec:0.986, ppv:0.714, acc:0.855, f1:0.290, mcc:0.084, total+:14, total-:325 @threshold:1.324, sens:0.182, spec:0.982, ppv:0.667, acc:0.853, f1:0.286, mcc:0.064, total+:15, total-:324 @threshold:1.216, sens:0.200, spec:0.979, ppv:0.647, acc:0.853, f1:0.306, mcc:0.055, total+:17, total-:322 @threshold:1.004, sens:0.291, spec:0.975, ppv:0.696, acc:0.864, f1:0.410, mcc:0.060, total+:23, total-:316 @threshold:0.929, sens:0.309, spec:0.972, ppv:0.680, acc:0.864, f1:0.425, mcc:0.054, total+:25, total-:314 @threshold:0.920, sens:0.309, spec:0.968, ppv:0.654, acc:0.861, f1:0.420, mcc:0.046, total+:26, total-:313 @threshold:0.879, sens:0.327, spec:0.961, ppv:0.621, acc:0.858, f1:0.429, mcc:0.038, total+:29, total-:310 @threshold:0.757, sens:0.345, spec:0.958, ppv:0.613, acc:0.858, f1:0.442, mcc:0.035, total+:31, total-:308 @threshold:0.721, sens:0.364, spec:0.954, ppv:0.606, acc:0.858, f1:0.455, mcc:0.033, total+:33, total-:306 @threshold:0.678, sens:0.364, spec:0.951, ppv:0.588, acc:0.855, f1:0.449, mcc:0.030, total+:34, total-:305 @threshold:0.604, sens:0.382, spec:0.947, ppv:0.583, acc:0.855, f1:0.462, mcc:0.029, total+:36, total-:303 @threshold:0.599, sens:0.400, spec:0.944, ppv:0.579, acc:0.855, f1:0.473, mcc:0.027, total+:38, total-:301 @threshold:0.595, sens:0.418, spec:0.944, ppv:0.590, acc:0.858, f1:0.489, mcc:0.028, total+:39, total-:300 @threshold:0.592, sens:0.436, spec:0.940, ppv:0.585, acc:0.858, f1:0.500, mcc:0.027, total+:41, total-:298 @threshold:0.557, sens:0.455, spec:0.926, ppv:0.543, acc:0.850, f1:0.495, mcc:0.021, total+:46, total-:293 @threshold:0.556, sens:0.455, spec:0.923, ppv:0.532, acc:0.847, f1:0.490, mcc:0.020, total+:47, total-:292 @threshold:0.502, sens:0.473, spec:0.908, ppv:0.500, acc:0.838, f1:0.486, mcc:0.017, total+:52, total-:287 @threshold:0.500, sens:0.473, spec:0.905, ppv:0.491, acc:0.835, f1:0.481, mcc:0.016, total+:53, total-:286 @threshold:0.480, sens:0.491, spec:0.905, ppv:0.500, acc:0.838, f1:0.495, mcc:0.016, total+:54, total-:285 @threshold:0.478, sens:0.491, spec:0.901, ppv:0.491, acc:0.835, f1:0.491, mcc:0.016, total+:55, total-:284 @threshold:0.471, sens:0.509, spec:0.901, ppv:0.500, acc:0.838, f1:0.505, mcc:0.016, total+:56, total-:283 @threshold:0.465, sens:0.509, spec:0.898, ppv:0.491, acc:0.835, f1:0.500, mcc:0.015, total+:57, total-:282 @threshold:0.446, sens:0.527, spec:0.894, ppv:0.492, acc:0.835, f1:0.509, mcc:0.015, total+:59, total-:280 @threshold:0.444, sens:0.527, spec:0.891, ppv:0.483, acc:0.832, f1:0.504, mcc:0.014, total+:60, total-:279 @threshold:0.405, sens:0.545, spec:0.870, ppv:0.448, acc:0.817, f1:0.492, mcc:0.012, total+:67, total-:272 @threshold:0.393, sens:0.545, spec:0.866, ppv:0.441, acc:0.814, f1:0.488, mcc:0.011, total+:68, total-:271 @threshold:0.317, sens:0.564, spec:0.835, ppv:0.397, acc:0.791, f1:0.466, mcc:0.009, total+:78, total-:261 @threshold:0.308, sens:0.564, spec:0.831, ppv:0.392, acc:0.788, f1:0.463, mcc:0.008, total+:79, total-:260 @threshold:0.293, sens:0.582, spec:0.813, ppv:0.376, acc:0.776, f1:0.457, mcc:0.007, total+:85, total-:254 @threshold:0.282, sens:0.582, spec:0.810, ppv:0.372, acc:0.773, f1:0.454, mcc:0.007, total+:86, total-:253 @threshold:0.282, sens:0.600, spec:0.810, ppv:0.379, acc:0.776, f1:0.465, mcc:0.007, total+:87, total-:252 @threshold:0.273, sens:0.618, spec:0.806, ppv:0.382, acc:0.776, f1:0.472, mcc:0.008, total+:89, total-:250 @threshold:0.250, sens:0.636, spec:0.796, ppv:0.376, acc:0.770, f1:0.473, mcc:0.007, total+:93, total-:246 @threshold:0.250, sens:0.636, spec:0.792, ppv:0.372, acc:0.767, f1:0.470, mcc:0.007, total+:94, total-:245 @threshold:0.170, sens:0.655, spec:0.743, ppv:0.330, acc:0.729, f1:0.439, mcc:0.005, total+:109, total-:230 @threshold:0.165, sens:0.655, spec:0.739, ppv:0.327, acc:0.726, f1:0.436, mcc:0.005, total+:110, total-:229 @threshold:0.137, sens:0.673, spec:0.732, ppv:0.327, acc:0.723, f1:0.440, mcc:0.005, total+:113, total-:226 @threshold:0.134, sens:0.673, spec:0.729, ppv:0.325, acc:0.720, f1:0.438, mcc:0.005, total+:114, total-:225 @threshold:0.134, sens:0.691, spec:0.729, ppv:0.330, acc:0.723, f1:0.447, mcc:0.005, total+:115, total-:224 @threshold:0.131, sens:0.691, spec:0.725, ppv:0.328, acc:0.720, f1:0.444, mcc:0.005, total+:116, total-:223 @threshold:0.123, sens:0.709, spec:0.722, ppv:0.331, acc:0.720, f1:0.451, mcc:0.005, total+:118, total-:221 @threshold:0.120, sens:0.709, spec:0.718, ppv:0.328, acc:0.717, f1:0.448, mcc:0.005, total+:119, total-:220 @threshold:0.066, sens:0.727, spec:0.690, ppv:0.312, acc:0.696, f1:0.437, mcc:0.005, total+:128, total-:211 @threshold:0.060, sens:0.727, spec:0.687, ppv:0.310, acc:0.693, f1:0.435, mcc:0.004, total+:129, total-:210 @threshold:0.060, sens:0.745, spec:0.687, ppv:0.315, acc:0.696, f1:0.443, mcc:0.005, total+:130, total-:209 @threshold:0.059, sens:0.745, spec:0.683, ppv:0.313, acc:0.693, f1:0.441, mcc:0.005, total+:131, total-:208 @threshold:0.053, sens:0.764, spec:0.680, ppv:0.316, acc:0.693, f1:0.447, mcc:0.005, total+:133, total-:206 @threshold:0.045, sens:0.764, spec:0.676, ppv:0.313, acc:0.690, f1:0.444, mcc:0.005, total+:134, total-:205 @threshold:-0.000, sens:0.782, spec:0.648, ppv:0.301, acc:0.670, f1:0.434, mcc:0.004, total+:143, total-:196 @threshold:-0.002, sens:0.782, spec:0.644, ppv:0.299, acc:0.667, f1:0.432, mcc:0.004, total+:144, total-:195 @threshold:-0.007, sens:0.800, spec:0.637, ppv:0.299, acc:0.664, f1:0.436, mcc:0.004, total+:147, total-:192 @threshold:-0.010, sens:0.800, spec:0.634, ppv:0.297, acc:0.661, f1:0.433, mcc:0.004, total+:148, total-:191 @threshold:-0.023, sens:0.818, spec:0.623, ppv:0.296, acc:0.655, f1:0.435, mcc:0.004, total+:152, total-:187 @threshold:-0.024, sens:0.818, spec:0.620, ppv:0.294, acc:0.652, f1:0.433, mcc:0.004, total+:153, total-:186 @threshold:-0.029, sens:0.836, spec:0.616, ppv:0.297, acc:0.652, f1:0.438, mcc:0.004, total+:155, total-:184 @threshold:-0.031, sens:0.836, spec:0.613, ppv:0.295, acc:0.649, f1:0.436, mcc:0.004, total+:156, total-:183 @threshold:-0.041, sens:0.836, spec:0.585, ppv:0.280, acc:0.625, f1:0.420, mcc:0.004, total+:164, total-:175 @threshold:-0.042, sens:0.836, spec:0.581, ppv:0.279, acc:0.622, f1:0.418, mcc:0.003, total+:165, total-:174 @threshold:-0.050, sens:0.836, spec:0.567, ppv:0.272, acc:0.611, f1:0.411, mcc:0.003, total+:169, total-:170 @threshold:-0.051, sens:0.836, spec:0.563, ppv:0.271, acc:0.608, f1:0.409, mcc:0.003, total+:170, total-:169 @threshold:-0.080, sens:0.855, spec:0.532, ppv:0.261, acc:0.584, f1:0.400, mcc:0.003, total+:180, total-:159 @threshold:-0.081, sens:0.855, spec:0.528, ppv:0.260, acc:0.581, f1:0.398, mcc:0.003, total+:181, total-:158 @threshold:-0.107, sens:0.873, spec:0.504, ppv:0.254, acc:0.563, f1:0.393, mcc:0.003, total+:189, total-:150 @threshold:-0.112, sens:0.873, spec:0.500, ppv:0.253, acc:0.560, f1:0.392, mcc:0.003, total+:190, total-:149 @threshold:-0.140, sens:0.891, spec:0.479, ppv:0.249, acc:0.546, f1:0.389, mcc:0.003, total+:197, total-:142 @threshold:-0.142, sens:0.891, spec:0.475, ppv:0.247, acc:0.543, f1:0.387, mcc:0.003, total+:198, total-:141 @threshold:-0.186, sens:0.909, spec:0.451, ppv:0.243, acc:0.525, f1:0.383, mcc:0.003, total+:206, total-:133 @threshold:-0.187, sens:0.909, spec:0.447, ppv:0.242, acc:0.522, f1:0.382, mcc:0.003, total+:207, total-:132 @threshold:-0.252, sens:0.927, spec:0.391, ppv:0.228, acc:0.478, f1:0.366, mcc:0.002, total+:224, total-:115 @threshold:-0.253, sens:0.927, spec:0.387, ppv:0.227, acc:0.475, f1:0.364, mcc:0.002, total+:225, total-:114 @threshold:-0.279, sens:0.945, spec:0.363, ppv:0.223, acc:0.457, f1:0.361, mcc:0.002, total+:233, total-:106 @threshold:-0.279, sens:0.945, spec:0.359, ppv:0.222, acc:0.454, f1:0.360, mcc:0.002, total+:234, total-:105 @threshold:-0.389, sens:0.964, spec:0.275, ppv:0.205, acc:0.386, f1:0.338, mcc:0.002, total+:259, total-:80 @threshold:-0.396, sens:0.964, spec:0.271, ppv:0.204, acc:0.383, f1:0.337, mcc:0.002, total+:260, total-:79 @threshold:-0.456, sens:0.982, spec:0.239, ppv:0.200, acc:0.360, f1:0.332, mcc:0.002, total+:270, total-:69 @threshold:-0.464, sens:0.982, spec:0.236, ppv:0.199, acc:0.357, f1:0.331, mcc:0.002, total+:271, total-:68 @threshold:-1.797, sens:1.000, spec:0.004, ppv:0.163, acc:0.165, f1:0.280, mcc:0.001, total+:338, total-:1 * Vital: Wt for Length ZScore-latest | coef 0.116 95% CI: [0.096 , 0.135] | OR_adj 1.123 [1.101 1.145] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.783 Correlated most with: Maternal Vital: Wt-postPregnancy:0.106 Diagnosis:9ccs126:Ot up rsp in:0.093 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.083 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.082 Maternal Vital: Temp-otherPregnancy:0.082 Maternal Vital: Wt-otherPregnancy:0.077 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071 Diagnosis:9ccs48:Thyroid dsor:-0.071 Number of Visits:0.070 Diagnosis:9ccs259:Unclassified:-0.067 * Vital: BMI-latest | coef 0.075 95% CI: [0.053 , 0.096] | OR_adj 1.078 [1.055 1.101] | occ: 1621 | OR_unadj: 4.766 [3.528 6.438] | indivs AUC:0.795 Correlated most with: Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.100 Maternal Vital: Wt-postPregnancy:0.098 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.093 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.080 Maternal Maternal Procedure History:99211-otherPregnancy:0.080 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.079 Diagnosis:9ccs58:Ot nutrit dx:0.077 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.075 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:0.073 Diagnosis:9ccs259:Unclassified:-0.071 * Vital: BMI-avg19to24 | coef 0.071 95% CI: [0.050 , 0.093] | OR_adj 1.074 [1.051 1.098] | occ: 1354 | OR_unadj: 4.046 [3.062 5.347] | indivs AUC:0.772 Correlated most with: Maternal Vital: Wt-postPregnancy:0.104 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.098 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.092 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.086 Diagnosis:9ccs259:Unclassified:-0.086 Diagnosis:9ccs48:Thyroid dsor:-0.079 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.077 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:0.073 Maternal Vital: Wt-otherPregnancy:0.072 Maternal Maternal Procedure History:99211-otherPregnancy:0.071 * Vital: BMI-avg13to16 | coef 0.045 95% CI: [0.031 , 0.059] | OR_adj 1.046 [1.031 1.060] | occ: 1286 | OR_unadj: 3.814 [2.889 5.036] | indivs AUC:0.725 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.089 Maternal Diagnosis:9ccs185:Long pregncy:0.089 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.086 Diagnosis:9ccs125:Bronchitis:0.085 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.070 Maternal Maternal Lab History: MCH-otherPregnancy:-0.069 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.068 Diagnosis:9ccs153:GI hemorrhag:-0.068 Diagnosis:9ccs242:Poisn ot med:0.067 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.065 * Vital: Wt for Length ZScore-avg16to19 | coef 0.039 95% CI: [0.027 , 0.051] | OR_adj 1.040 [1.028 1.052] | occ: 1267 | OR_unadj: 3.111 [2.368 4.088] | indivs AUC:0.781 Correlated most with: Maternal Vital: Wt Percentile-postPregnancy:0.093 Maternal Vital: BMI Percentile-postPregnancy:0.083 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.082 Maternal Maternal Procedure History:J1055-postPregnancy:-0.082 Maternal Diagnosis:9ccs163:Other GU dx:-0.076 Diagnosis:9ccs48:Thyroid dsor:-0.074 Maternal Vital: BMI-postPregnancy:0.072 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.069 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.068 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.068 * Vital: Wt for Len Percentile-avg13to16 | coef 0.036 95% CI: [0.025 , 0.046] | OR_adj 1.036 [1.026 1.047] | occ: 1286 | OR_unadj: 3.426 [2.597 4.520] | indivs AUC:0.718 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.087 Maternal Diagnosis:9ccs185:Long pregncy:0.085 Diagnosis:9ccs125:Bronchitis:0.082 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.072 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.071 Diagnosis:9ccs48:Thyroid dsor:-0.071 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.068 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.067 Maternal Maternal Lab History: MPV-postPregnancy:0.066 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.063 * Vital: BMI-gain0to24 | coef 0.030 95% CI: [0.015 , 0.045] | OR_adj 1.030 [1.015 1.046] | occ: 1338 | OR_unadj: 3.923 [2.973 5.177] | indivs AUC:0.778 Correlated most with: Maternal Vital: Wt-postPregnancy:0.103 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.092 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.085 Diagnosis:9ccs259:Unclassified:-0.084 Diagnosis:9ccs48:Thyroid dsor:-0.079 Maternal Vital: BP-postPregnancy:0.074 Maternal Vital: Wt-otherPregnancy:0.073 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:0.073 Maternal Maternal Procedure History:99211-otherPregnancy:0.071 * Vital: Wt-avg19to24 | coef 0.022 95% CI: [0.012 , 0.033] | OR_adj 1.022 [1.012 1.033] | occ: 1372 | OR_unadj: 3.824 [2.897 5.047] | indivs AUC:0.770 Correlated most with: Maternal Vital: Wt-postPregnancy:0.123 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.098 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.098 Maternal Vital: Wt-otherPregnancy:0.097 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.092 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.090 Maternal Vital: Ht-postPregnancy:0.084 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.082 Maternal Diagnosis:9ccs182:Hemorr preg:-0.080 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.076 * Vital: Wt for Len Percentile-latest | coef 0.017 95% CI: [0.009 , 0.025] | OR_adj 1.017 [1.010 1.025] | occ: 1535 | OR_unadj: 4.512 [3.322 6.127] | indivs AUC:0.778 Correlated most with: Maternal Vital: Wt-postPregnancy:0.090 Diagnosis:9ccs48:Thyroid dsor:-0.082 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.077 Maternal Vital: Wt-otherPregnancy:0.076 Diagnosis:9ccs259:Unclassified:-0.073 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.067 Maternal Diagnosis:9ccs185:Long pregncy:0.062 Maternal Vital: Temp-otherPregnancy:0.062 Diagnosis:9ccs74:Ot mentl cnd:0.061 * Vital: Wt for Length ZScore-avg3to5 | coef 0.015 95% CI: [0.010 , 0.021] | OR_adj 1.016 [1.010 1.021] | occ: 1299 | OR_unadj: 1.902 [1.455 2.486] | indivs AUC:0.604 Correlated most with: Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.106 Maternal Maternal Lab History: INHMOM-postPregnancy:0.089 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.087 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.085 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.084 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.080 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.078 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.078 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.077 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.077 * Vital: Wt-latest | coef 0.014 95% CI: [0.008 , 0.019] | OR_adj 1.014 [1.008 1.019] | occ: 1626 | OR_unadj: 3.500 [2.571 4.766] | indivs AUC:0.761 Correlated most with: Number of Visits:0.377 Diagnosis:9ccs126:Ot up rsp in:0.281 Diagnosis:9ccs10:Immuniz/scrn:0.260 Diagnosis:9ccs92:Otitis media:0.212 Diagnosis:9ccs7:Viral infect:0.178 Diagnosis:9ccs257:Ot aftercare:0.155 Maternal Vital: Wt-postPregnancy:0.139 Diagnosis:9ccs135:Intest infct:0.138 Diagnosis:9ccs90:Eye infectn:0.129 Maternal Maternal Procedure History:36415-otherPregnancy:-0.110 * Vital: Wt for Length ZScore-avg19to24 | coef 0.013 95% CI: [0.005 , 0.021] | OR_adj 1.013 [1.005 1.022] | occ: 1347 | OR_unadj: 3.737 [2.826 4.943] | indivs AUC:0.763 Correlated most with: Maternal Vital: Wt-postPregnancy:0.101 Diagnosis:9ccs48:Thyroid dsor:-0.091 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.091 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.086 Diagnosis:9ccs259:Unclassified:-0.086 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.082 Maternal Vital: Wt-otherPregnancy:0.081 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.067 Maternal Diagnosis:9ccs182:Hemorr preg:-0.066 Maternal Maternal Lab History: HCG-postPregnancy:-0.064 * Maternal Vital: Wt-postPregnancy | coef 0.012 95% CI: [0.005 , 0.019] | OR_adj 1.012 [1.005 1.019] | occ: 666 | OR_unadj: 1.845 [1.336 2.549] | indivs AUC:0.588 Correlated most with: Maternal Vital: Wt-postPregnancy:1.000 Maternal Vital: Wt-otherPregnancy:0.634 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.311 Maternal Vital: Ht-postPregnancy:0.298 Maternal Vital: BP-postPregnancy:0.298 Maternal Vital: BP-otherPregnancy:0.297 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.281 Maternal Maternal Lab History: MCH-postPregnancy:-0.233 Maternal Vital: BMI Percentile-postPregnancy:0.207 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.205 * Vital: Wt for Length ZScore-avg13to16 | coef 0.011 95% CI: [0.005 , 0.018] | OR_adj 1.012 [1.005 1.018] | occ: 1287 | OR_unadj: 3.550 [2.689 4.687] | indivs AUC:0.715 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090 Maternal Diagnosis:9ccs185:Long pregncy:0.087 Diagnosis:9ccs125:Bronchitis:0.076 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.075 Diagnosis:9ccs48:Thyroid dsor:-0.070 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.069 Maternal Maternal Lab History: MPV-postPregnancy:0.068 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.066 Diagnosis:9ccs242:Poisn ot med:0.065 Maternal Vital: Wt-postPregnancy:0.064 * Vital: Wt-gain0to24 | coef 0.010 95% CI: [0.003 , 0.018] | OR_adj 1.010 [1.003 1.018] | occ: 1357 | OR_unadj: 3.724 [2.823 4.912] | indivs AUC:0.775 Correlated most with: Maternal Vital: Wt-postPregnancy:0.124 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.101 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.100 Maternal Vital: Wt-otherPregnancy:0.097 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.093 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.091 Maternal Vital: Ht-postPregnancy:0.082 Maternal Diagnosis:9ccs182:Hemorr preg:-0.080 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080 Maternal Vital: BP-otherPregnancy:0.077 * Vital: Wt for Length ZScore-avg7to10 | coef 0.009 95% CI: [0.004 , 0.014] | OR_adj 1.009 [1.004 1.014] | occ: 1331 | OR_unadj: 2.704 [2.060 3.548] | indivs AUC:0.643 Correlated most with: Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.093 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.077 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.076 Maternal Vital: BMI Percentile-postPregnancy:0.075 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.075 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.075 Maternal Maternal Procedure History:81025-postPregnancy:0.074 Maternal Vital: Wt-postPregnancy:0.073 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.073 Diagnosis:9ccs125:Bronchitis:0.072 * Vital: Wt Change-avg19to24 | coef 0.009 95% CI: [0.002 , 0.015] | OR_adj 1.009 [1.002 1.015] | occ: 880 | OR_unadj: 2.064 [1.510 2.823] | indivs AUC:0.612 Correlated most with: Number of Visits:-0.186 Diagnosis:9ccs92:Otitis media:-0.142 Diagnosis:9ccs126:Ot up rsp in:-0.126 Maternal Maternal Procedure History:97014-postPregnancy:-0.105 Diagnosis:9ccs133:Oth low resp:-0.099 Maternal Maternal Lab History: PH-otherPregnancy:-0.088 Diagnosis:9ccs125:Bronchitis:-0.085 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.084 Maternal Maternal Procedure History:96372-otherPregnancy:0.081 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.081 * Vital: Wt for Length Zscore-avg10to13 | coef 0.008 95% CI: [0.003 , 0.013] | OR_adj 1.008 [1.003 1.014] | occ: 1381 | OR_unadj: 2.955 [2.245 3.890] | indivs AUC:0.694 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.112 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.095 Maternal Diagnosis:9ccs185:Long pregncy:0.079 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.075 Maternal Vital: Wt-postPregnancy:0.074 Newborn Diagnosis:9ccs223:Birth trauma:0.073 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.072 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.070 Diagnosis:9ccs219:Low birth wt:-0.070 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.069 Maternal Diagnosis:9ccs84:Headache/mig | coef 0.007 95% CI: [-0.006 , 0.020] | OR_adj 1.007 [0.994 1.020] | occ: 9 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.496 Correlated most with: Maternal Diagnosis:9ccs84:Headache/mig:1.000 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.137 Maternal Diagnosis:9ccs238:Complic proc:0.132 Maternal Vital: BMI Percentile-postPregnancy:-0.097 Maternal Diagnosis:9ccs196:Nml preg/del:-0.087 Diagnosis:9ccs215:gu cong anom:0.077 Maternal Maternal Procedure History:90471-otherPregnancy:0.073 Maternal Vital: Ht Percentile-postPregnancy:0.070 Maternal Vital: Wt Percentile-postPregnancy:-0.070 Maternal Diagnosis:9ccs168:PID:0.062 * Vital: BMI-avg16to19 | coef 0.006 95% CI: [0.002 , 0.011] | OR_adj 1.006 [1.002 1.011] | occ: 1269 | OR_unadj: 3.131 [2.385 4.111] | indivs AUC:0.792 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.087 Maternal Maternal Procedure History:J1055-postPregnancy:-0.086 Maternal Vital: BMI-postPregnancy:0.081 Maternal Vital: Wt Percentile-postPregnancy:0.073 Maternal Vital: BMI Percentile-postPregnancy:0.072 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.071 Diagnosis:9ccs133:Oth low resp:-0.070 Diagnosis:9ccs48:Thyroid dsor:-0.069 Maternal Diagnosis:9ccs106:Dysrhythmia:0.068 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.067 * Vital: Wt for Length ZScore-avg1to3 | coef 0.006 95% CI: [0.002 , 0.010] | OR_adj 1.006 [1.002 1.010] | occ: 1348 | OR_unadj: 1.471 [1.126 1.921] | indivs AUC:0.589 Correlated most with: Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.104 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:-0.084 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:-0.083 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.083 Diagnosis:9ccs259:Unclassified:-0.078 Maternal Diagnosis:9ccs5:HIV infectn:0.078 Maternal Diagnosis:9ccs189:Prev c-sectn:0.074 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.069 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.069 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.069 * Vital: Wt for Len Percentile-avg7to10 | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 1304 | OR_unadj: 2.608 [1.991 3.417] | indivs AUC:0.622 Correlated most with: Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.079 Maternal Vital: Wt-postPregnancy:0.079 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.073 Maternal Maternal Procedure History:J1055-postPregnancy:-0.072 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.071 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.071 Diagnosis:9ccs125:Bronchitis:0.070 Maternal Vital: BMI Percentile-postPregnancy:0.070 Maternal Diagnosis:9ccs163:Other GU dx:-0.067 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.065 * Vital: Wt-avg10to13 | coef 0.005 95% CI: [0.000 , 0.009] | OR_adj 1.005 [1.000 1.009] | occ: 1399 | OR_unadj: 2.696 [2.056 3.535] | indivs AUC:0.688 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.118 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.116 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.103 Maternal Vital: Wt-postPregnancy:0.102 Newborn Diagnosis:9ccs219:Low birth wt:-0.094 Diagnosis:9ccs219:Low birth wt:-0.083 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.074 Newborn Diagnosis:9ccs223:Birth trauma:0.074 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.073 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.072 * Vital: Wt-avg16to19 | coef 0.005 95% CI: [0.000 , 0.009] | OR_adj 1.005 [1.000 1.009] | occ: 1298 | OR_unadj: 3.060 [2.331 4.017] | indivs AUC:0.736 Correlated most with: Maternal Vital: Wt-postPregnancy:0.093 Maternal Diagnosis:9ccs185:Long pregncy:0.092 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.086 Maternal Vital: Wt-otherPregnancy:0.082 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.070 Diagnosis:9ccs48:Thyroid dsor:-0.070 Maternal Vital: Ht-postPregnancy:0.069 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.066 Maternal Diagnosis:9ccs182:Hemorr preg:-0.064 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.004 95% CI: [0.001 , 0.007] | OR_adj 1.004 [1.001 1.007] | occ: 1057 | OR_unadj: 1.438 [1.084 1.906] | indivs AUC:0.568 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.991 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.521 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.520 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.495 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.493 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.475 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.474 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.397 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.397 * Vital: Wt-avg7to10 | coef 0.004 95% CI: [0.001 , 0.007] | OR_adj 1.004 [1.001 1.007] | occ: 1355 | OR_unadj: 2.480 [1.894 3.248] | indivs AUC:0.633 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.112 Maternal Vital: Wt-postPregnancy:0.107 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.102 Maternal Diagnosis:9ccs185:Long pregncy:0.094 Diagnosis:9ccs219:Low birth wt:-0.091 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.083 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.082 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.081 Diagnosis:9ccs238:Complic proc:-0.079 Diagnosis:9ccs125:Bronchitis:0.075 * Vital: BMI-avg7to10 | coef 0.004 95% CI: [0.001 , 0.007] | OR_adj 1.004 [1.001 1.007] | occ: 1333 | OR_unadj: 2.458 [1.877 3.218] | indivs AUC:0.623 Correlated most with: Maternal Maternal Procedure History:90472-postPregnancy:0.103 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.085 Maternal Maternal Procedure History:81025-postPregnancy:0.084 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.082 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.080 Maternal Vital: BMI Percentile-postPregnancy:0.077 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.077 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.076 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.076 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.073 * Vital: Wt-avg3to5 | coef 0.004 95% CI: [0.000 , 0.007] | OR_adj 1.004 [1.000 1.007] | occ: 1316 | OR_unadj: 1.676 [1.282 2.190] | indivs AUC:0.597 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.220 Maternal Diagnosis:9ccs184:Early labor:-0.140 Maternal Diagnosis:9ccs185:Long pregncy:0.136 Diagnosis:9ccs219:Low birth wt:-0.108 Maternal Vital: Wt-postPregnancy:0.096 Maternal Diagnosis:9ccs128:Asthma:-0.094 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.091 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.089 Newborn Diagnosis:9ccs222:Perint jaund:-0.085 Newborn Diagnosis:9ccs221:Resp distres:-0.080 Vital: Temp-latest | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.465 Correlated most with: Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.105 Diagnosis:9ccs154:Gastroent:-0.089 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.079 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.079 Maternal Maternal Lab History: INHMOM-postPregnancy:0.078 Maternal Maternal Lab History: AST-otherPregnancy:0.075 Maternal Diagnosis:9ccs181:Ot preg comp:0.070 Maternal Diagnosis:9ccs91:Other eye dx:0.069 Maternal Diagnosis:9ccs10:Immuniz/scrn:0.069 Maternal Vital: BP-postPregnancy:-0.067 * Vital: Wt for Len Percentile-avg10to13 | coef 0.003 95% CI: [0.001 , 0.006] | OR_adj 1.003 [1.001 1.006] | occ: 1379 | OR_unadj: 2.986 [2.269 3.930] | indivs AUC:0.700 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.096 Maternal Diagnosis:9ccs185:Long pregncy:0.082 Maternal Vital: Wt-postPregnancy:0.082 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080 Diagnosis:9ccs125:Bronchitis:0.079 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.076 Diagnosis:9ccs48:Thyroid dsor:-0.075 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.074 Diagnosis:9ccs10:Immuniz/scrn:-0.071 Maternal Diagnosis:9ccs182:Hemorr preg:-0.070 * Number of Visits | coef -0.003 95% CI: [-0.006 , -0.001] | OR_adj 0.997 [0.994 0.999] | occ: 1645 | OR_unadj: 0.708 [0.535 0.936] | indivs AUC:0.478 Correlated most with: Number of Visits:1.000 Diagnosis:9ccs126:Ot up rsp in:0.430 Diagnosis:9ccs92:Otitis media:0.408 Diagnosis:9ccs7:Viral infect:0.408 Diagnosis:9ccs133:Oth low resp:0.337 Diagnosis:9ccs257:Ot aftercare:0.325 Diagnosis:9ccs135:Intest infct:0.310 Diagnosis:9ccs155:Other GI dx:0.304 Diagnosis:9ccs90:Eye infectn:0.286 Diagnosis:9ccs10:Immuniz/scrn:0.277 * Vital: Wt-gain7to13 | coef -0.003 95% CI: [-0.006 , -0.000] | OR_adj 0.997 [0.994 1.000] | occ: 1465 | OR_unadj: 1.582 [1.200 2.085] | indivs AUC:0.584 Correlated most with: Maternal Maternal Procedure History:86580-postPregnancy:-0.082 Maternal Maternal Lab History: WBC-postPregnancy:-0.070 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.067 Diagnosis:9ccs10:Immuniz/scrn:-0.066 Maternal Diagnosis:9ccs184:Early labor:-0.062 Lab:292495 LEAD LEVEL - Sunrise:-0.061 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.060 Maternal Maternal Lab History: LDL-otherPregnancy:0.059 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.058 Maternal Diagnosis:9ccs155:Other GI dx:0.058 * Vital: Wt Percentile-latest | coef 0.003 95% CI: [0.000 , 0.006] | OR_adj 1.003 [1.000 1.006] | occ: 1028 | OR_unadj: 2.134 [1.631 2.792] | indivs AUC:0.737 Correlated most with: Maternal Vital: Wt-postPregnancy:0.090 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088 Diagnosis:9ccs48:Thyroid dsor:-0.087 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.080 Maternal Vital: Ht-postPregnancy:0.074 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.070 Diagnosis:9ccs89:Blindness:0.066 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.066 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.065 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.065 Vital: HC-latest | coef 0.003 95% CI: [-0.001 , 0.007] | OR_adj 1.003 [0.999 1.007] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.592 Correlated most with: Number of Visits:0.302 Diagnosis:9ccs126:Ot up rsp in:0.252 Diagnosis:9ccs10:Immuniz/scrn:0.246 Diagnosis:9ccs92:Otitis media:0.214 Diagnosis:9ccs257:Ot aftercare:0.211 Diagnosis:9ccs7:Viral infect:0.160 Diagnosis:9ccs125:Bronchitis:0.152 Diagnosis:9ccs135:Intest infct:0.150 Diagnosis:9ccs90:Eye infectn:0.137 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.128 * Vital: Wt-avg13to16 | coef 0.003 95% CI: [-0.000 , 0.006] | OR_adj 1.003 [1.000 1.006] | occ: 1308 | OR_unadj: 3.224 [2.452 4.240] | indivs AUC:0.703 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.102 Maternal Vital: Wt-postPregnancy:0.101 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.095 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.089 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088 Diagnosis:9ccs242:Poisn ot med:0.085 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.079 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.074 Maternal Maternal Lab History: MPV-postPregnancy:0.070 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.068 * Vital: Wt for Length ZScore-avg5to7 | coef 0.003 95% CI: [-0.001 , 0.006] | OR_adj 1.003 [0.999 1.006] | occ: 1297 | OR_unadj: 2.431 [1.856 3.184] | indivs AUC:0.646 Correlated most with: Maternal Vital: SpO2-postPregnancy:-0.094 Diagnosis:9ccs238:Complic proc:-0.091 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.086 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.084 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.075 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.075 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.073 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.065 Maternal Maternal Lab History: ANION GAP-otherPregnancy:-0.065 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.061 * Vital: BMI-avg10to13 | coef 0.003 95% CI: [0.000 , 0.005] | OR_adj 1.003 [1.000 1.005] | occ: 1380 | OR_unadj: 2.656 [2.025 3.483] | indivs AUC:0.689 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.112 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.091 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.091 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.080 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.074 Diagnosis:9ccs242:Poisn ot med:0.072 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.071 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.071 Newborn Diagnosis:9ccs223:Birth trauma:0.071 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.070 Vital: Wt for Len Percentile-gain5to10 | coef 0.003 95% CI: [0.000 , 0.005] | OR_adj 1.003 [1.000 1.005] | occ: 1245 | OR_unadj: 0.990 [0.750 1.306] | indivs AUC:0.481 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:0.105 Lab:292495 LEAD LEVEL - Sunrise:0.094 Maternal Diagnosis:9ccs184:Early labor:0.093 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.086 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.077 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.075 Maternal Diagnosis:9ccs60:Acut p-h anm:0.073 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.070 Diagnosis:9ccs200:Oth skin dx:-0.069 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.065 * Vital: HC-gain0to24 | coef -0.002 95% CI: [-0.007 , 0.002] | OR_adj 0.998 [0.993 1.002] | occ: 903 | OR_unadj: 1.731 [1.303 2.298] | indivs AUC:0.539 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.120 Diagnosis:9ccs83:Epilepsy/cnv:-0.102 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.079 Maternal Vital: Ht Percentile-otherPregnancy:-0.077 Diagnosis:9ccs90:Eye infectn:0.069 Diagnosis:9ccs94:Other ear dx:-0.066 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.065 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.065 Maternal Vital: HR-otherPregnancy:0.063 Maternal Vital: Wt-postPregnancy:0.062 * Vital: BMI-avg3to5 | coef 0.002 95% CI: [-0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 1296 | OR_unadj: 1.871 [1.431 2.447] | indivs AUC:0.611 Correlated most with: Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.108 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.104 Maternal Maternal Lab History: INHMOM-postPregnancy:0.101 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.094 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.093 Maternal Vital: Wt-postPregnancy:0.085 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.085 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.085 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.084 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.080 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 1055 | OR_unadj: 1.153 [0.870 1.529] | indivs AUC:0.515 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.999 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.277 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.276 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.188 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.188 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.164 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.164 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.153 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.153 Vital: Wt Change-avg13to16 | coef 0.002 95% CI: [-0.001 , 0.005] | OR_adj 1.002 [0.999 1.005] | occ: 654 | OR_unadj: 1.355 [0.943 1.946] | indivs AUC:0.524 Correlated most with: Number of Visits:-0.118 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.115 Maternal Maternal Procedure History:87880-postPregnancy:0.102 Maternal Maternal Lab History: POLYS-postPregnancy:0.093 Maternal Diagnosis:9ccs10:Immuniz/scrn:-0.093 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.091 Diagnosis:9ccs126:Ot up rsp in:-0.089 Diagnosis:9ccs63:Wht blood dx:0.082 Diagnosis:9ccs155:Other GI dx:-0.082 Diagnosis:9ccs133:Oth low resp:-0.079 * Vital: Wt Change-latest | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 979 | OR_unadj: 1.660 [1.219 2.259] | indivs AUC:0.608 Correlated most with: Number of Visits:-0.181 Diagnosis:9ccs126:Ot up rsp in:-0.138 Diagnosis:9ccs92:Otitis media:-0.120 Diagnosis:9ccs125:Bronchitis:-0.110 Maternal Maternal Procedure History:90746-postPregnancy:-0.099 Diagnosis:9ccs133:Oth low resp:-0.082 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:-0.082 Newborn Diagnosis:9ccs0:No DX:0.081 Diagnosis:9ccs135:Intest infct:-0.079 Diagnosis:9ccs257:Ot aftercare:-0.078 * Vital: Wt for Len Percentile-avg19to24 | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 1351 | OR_unadj: 3.535 [2.668 4.684] | indivs AUC:0.770 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.098 Maternal Vital: Wt-postPregnancy:0.088 Diagnosis:9ccs259:Unclassified:-0.086 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.081 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.079 Maternal Vital: Wt-otherPregnancy:0.075 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.070 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:-0.069 Maternal Diagnosis:9ccs182:Hemorr preg:-0.069 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.065 * Maternal Diagnosis:9ccs183:HTN in preg | coef 0.002 95% CI: [-0.002 , 0.006] | OR_adj 1.002 [0.998 1.006] | occ: 155 | OR_unadj: 1.745 [1.167 2.610] | indivs AUC:0.518 Correlated most with: Maternal Diagnosis:9ccs183:HTN in preg:1.000 Maternal Diagnosis:9ccs98:HTN:0.188 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.172 Maternal Vital: BP-postPregnancy:0.157 Newborn Diagnosis:9ccs219:Low birth wt:0.144 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.134 Maternal Diagnosis:9ccs184:Early labor:0.128 Maternal Maternal Lab History: LDH-postPregnancy:0.118 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.108 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:0.105 MatDeliveryAge | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.518 Correlated most with: MatDeliveryAge:1.000 Maternal Diagnosis:9ccs176:Contraceptiv:0.265 Maternal Diagnosis:9ccs186:DM in preg:0.211 Maternal Diagnosis:9ccs189:Prev c-sectn:0.175 Maternal Vital: BP-postPregnancy:0.144 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.137 Maternal Diagnosis:9ccs49:DiabMel no c:0.137 Maternal Diagnosis:9ccs195:Ot compl bir:0.128 Maternal Vital: Wt-postPregnancy:0.124 Maternal Maternal Lab History: CREATININE-postPregnancy:0.114 Vital: HR-avg1to3 | coef -0.002 95% CI: [-0.005 , 0.002] | OR_adj 0.998 [0.995 1.002] | occ: 273 | OR_unadj: 0.877 [0.537 1.434] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs117:Ot circul dx:0.089 Maternal Diagnosis:9ccs182:Hemorr preg:0.084 Diagnosis:9ccs259:Unclassified:0.080 Diagnosis:9ccs214:GI cong anom:-0.079 Diagnosis:9ccs167:Breast dx:0.072 Newborn Diagnosis:9ccs256:Exam/eval:0.072 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.072 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.070 Maternal Maternal Lab History: CHLORIDE-postPregnancy:0.069 Diagnosis:9ccs244:Other injury:0.063 Vital: HR-avg5to7 | coef -0.002 95% CI: [-0.005 , 0.002] | OR_adj 0.998 [0.995 1.002] | occ: 274 | OR_unadj: 0.881 [0.526 1.476] | indivs AUC:0.533 Correlated most with: Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.139 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:-0.121 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.099 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.088 Maternal Maternal Procedure History:90658-postPregnancy:-0.085 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.085 Newborn Diagnosis:9ccs94:Other ear dx:-0.077 Newborn Diagnosis:9ccs221:Resp distres:0.075 Diagnosis:9ccs125:Bronchitis:0.073 Maternal Diagnosis:9ccs83:Epilepsy/cnv:-0.071 * Vital: Wt for Len Percentile-avg16to19 | coef 0.002 95% CI: [-0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 1269 | OR_unadj: 2.937 [2.233 3.864] | indivs AUC:0.772 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090 Maternal Diagnosis:9ccs163:Other GU dx:-0.084 Maternal Maternal Procedure History:J1055-postPregnancy:-0.078 Diagnosis:9ccs48:Thyroid dsor:-0.073 Diagnosis:9ccs234:Crush injury:0.072 Maternal Maternal Lab History: PH-otherPregnancy:0.071 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.069 Diagnosis:9ccs92:Otitis media:0.068 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.067 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.062 * Vital: Wt Percentile-avg7to10 | coef -0.002 95% CI: [-0.005 , 0.002] | OR_adj 0.998 [0.995 1.002] | occ: 548 | OR_unadj: 1.684 [1.224 2.316] | indivs AUC:0.570 Correlated most with: Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.109 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.099 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.099 Maternal Vital: BMI Percentile-postPregnancy:0.095 Maternal Maternal Lab History: IRON-postPregnancy:-0.090 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:-0.087 Maternal Maternal Lab History: INHMOM-postPregnancy:0.084 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.082 Maternal Maternal Procedure History:86580-postPregnancy:-0.081 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.080 Vital: HC-gain13to19 | coef 0.002 95% CI: [-0.001 , 0.004] | OR_adj 1.002 [0.999 1.004] | occ: 1080 | OR_unadj: 0.985 [0.755 1.286] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs128:Asthma:0.079 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.074 Newborn Diagnosis:9ccs223:Birth trauma:0.070 Maternal Diagnosis:9ccs46:Bnign ut neo:0.070 Maternal Diagnosis:9ccs172:Ovarian cyst:0.068 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:-0.067 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.061 Diagnosis:9ccs96:Hrt valve dx:0.058 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.058 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:0.058 * Vital: Ht-gain7to13 | coef -0.002 95% CI: [-0.005 , 0.002] | OR_adj 0.998 [0.995 1.002] | occ: 1451 | OR_unadj: 1.379 [1.027 1.851] | indivs AUC:0.532 Correlated most with: Maternal Diagnosis:9ccs69:Affective dx:-0.090 Maternal Maternal Procedure History:86580-postPregnancy:-0.077 Maternal Maternal Procedure History:36416-postPregnancy:-0.066 Maternal Diagnosis:9ccs184:Early labor:-0.061 Diagnosis:9ccs10:Immuniz/scrn:-0.060 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.058 Maternal Maternal Lab History: LDL-otherPregnancy:0.058 Maternal Diagnosis:9ccs186:DM in preg:-0.057 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.057 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.057 * Maternal Diagnosis:9ccs58:Ot nutrit dx | coef 0.002 95% CI: [-0.001 , 0.004] | OR_adj 1.002 [0.999 1.004] | occ: 27 | OR_unadj: 8.673 [3.977 18.915] | indivs AUC:0.531 Correlated most with: Maternal Diagnosis:9ccs58:Ot nutrit dx:1.000 Maternal Vital: Wt-postPregnancy:0.205 Maternal Diagnosis:9ccs181:Ot preg comp:0.180 Maternal Diagnosis:9ccs183:HTN in preg:0.172 Maternal Vital: Wt-otherPregnancy:0.155 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.154 Maternal Diagnosis:9ccs98:HTN:0.151 Lab:323825 STREP SCREEN THROAT - Sunrise:0.150 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.148 Maternal Vital: Ht Percentile-otherPregnancy:0.131 Vital: Ht-gain3to7 | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 1405 | OR_unadj: 1.120 [0.858 1.461] | indivs AUC:0.523 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:-0.091 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.087 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.080 Maternal Maternal Procedure History:86580-postPregnancy:-0.073 Diagnosis:9ccs240:Burns:-0.071 Maternal Vital: Temp-postPregnancy:0.070 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.069 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.069 Diagnosis:9ccs113:Late eff CVD:0.069 Maternal Diagnosis:9ccs98:HTN:-0.069 Maternal Maternal Lab History: POTASSIUM-postPregnancy | coef 0.001 95% CI: [-0.001 , 0.004] | OR_adj 1.001 [0.999 1.004] | occ: 332 | OR_unadj: 1.049 [0.658 1.672] | indivs AUC:0.433 Correlated most with: Maternal Maternal Lab History: POTASSIUM-postPregnancy:1.000 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:0.306 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.242 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.190 Maternal Maternal Lab History: SODIUM-postPregnancy:0.175 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.166 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.145 Maternal Maternal Lab History: URINE KETONES-postPregnancy:-0.131 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.127 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.124 * Vital: Wt for Len Percentile-avg5to7 | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 966 | OR_unadj: 1.961 [1.497 2.571] | indivs AUC:0.562 Correlated most with: Maternal Maternal Lab History: ANION GAP-otherPregnancy:-0.067 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.066 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.065 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.065 Diagnosis:9ccs222:Perint jaund:-0.059 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.057 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:-0.056 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.055 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.055 Diagnosis:9ccs217:Ot cong anom:-0.055 Vital: Wt for Length ZScore-gain1to5 | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 1394 | OR_unadj: 1.181 [0.903 1.546] | indivs AUC:0.536 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:0.133 Newborn Diagnosis:9ccs219:Low birth wt:0.111 Diagnosis:9ccs147:Anal/rectal:0.103 Diagnosis:9ccs219:Low birth wt:0.092 Maternal Diagnosis:9ccs185:Long pregncy:-0.086 Maternal Maternal Procedure History:81025-otherPregnancy:0.085 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.082 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.082 Maternal Diagnosis:9ccs46:Bnign ut neo:-0.077 Maternal Maternal Procedure History:36416-postPregnancy:-0.070 Vital: HC-avg1to3 | coef 0.001 95% CI: [-0.001 , 0.004] | OR_adj 1.001 [0.999 1.004] | occ: 1229 | OR_unadj: 0.920 [0.701 1.208] | indivs AUC:0.492 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:-0.219 Newborn Diagnosis:9ccs219:Low birth wt:-0.212 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.130 Diagnosis:9ccs219:Low birth wt:-0.111 Maternal Diagnosis:9ccs185:Long pregncy:0.101 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.099 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.097 Newborn Diagnosis:9ccs256:Exam/eval:-0.090 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.082 Maternal Maternal Lab History: FASTING-otherPregnancy:0.081 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth | coef 0.001 95% CI: [-0.001 , 0.004] | OR_adj 1.001 [0.999 1.004] | occ: 1057 | OR_unadj: 0.956 [0.714 1.280] | indivs AUC:0.483 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.696 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.694 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.655 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.654 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.635 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.634 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.351 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.350 Vital: BMI Percentile-gain16to24 | coef 0.001 95% CI: [-0.001 , 0.004] | OR_adj 1.001 [0.999 1.004] | occ: 241 | OR_unadj: 1.517 [0.978 2.352] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs259:Unclassified:-0.114 Maternal Diagnosis:9ccs138:Esophgeal dx:-0.074 Diagnosis:9ccs58:Ot nutrit dx:0.073 Maternal Maternal Lab History: FASTING-postPregnancy:0.073 Diagnosis:9ccs215:gu cong anom:0.072 Diagnosis:9ccs240:Burns:-0.071 Diagnosis:9ccs250:Nausea/vomit:-0.069 Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.068 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.065 Diagnosis:9ccs48:Thyroid dsor:-0.063 Maternal Diagnosis:9ccs195:Ot compl bir | coef 0.001 95% CI: [-0.001 , 0.004] | OR_adj 1.001 [0.999 1.004] | occ: 725 | OR_unadj: 1.290 [0.988 1.685] | indivs AUC:0.522 Correlated most with: Maternal Diagnosis:9ccs195:Ot compl bir:1.000 Newborn Diagnosis:9ccs256:Exam/eval:0.154 MatDeliveryAge:0.128 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.120 Maternal Diagnosis:9ccs191:Amnios dx:0.105 Maternal Diagnosis:9ccs190:Fetal distrs:0.102 Newborn Diagnosis:9ccs224:Ot perint dx:0.101 Maternal Diagnosis:9ccs46:Bnign ut neo:0.080 Maternal Vital: Wt-postPregnancy:0.074 Newborn Diagnosis:9ccs222:Perint jaund:0.071 Vital: BMI-gain3to7 | coef 0.001 95% CI: [-0.001 , 0.004] | OR_adj 1.001 [0.999 1.004] | occ: 1430 | OR_unadj: 1.091 [0.835 1.425] | indivs AUC:0.512 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:-0.095 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.084 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.081 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:0.081 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.079 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.079 Maternal Maternal Procedure History:86580-postPregnancy:-0.072 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.071 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.071 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.071 Maternal Maternal Procedure History:81000-postPregnancy | coef -0.001 95% CI: [-0.004 , 0.001] | OR_adj 0.999 [0.996 1.001] | occ: 337 | OR_unadj: 0.637 [0.315 1.287] | indivs AUC:0.550 Correlated most with: Maternal Maternal Procedure History:81000-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.684 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.372 Maternal Maternal Procedure History:99401-postPregnancy:0.255 Maternal Maternal Procedure History:99000-postPregnancy:0.221 Maternal Maternal Procedure History:81000-otherPregnancy:0.220 Maternal Maternal Lab History: CREATININE-postPregnancy:-0.218 Maternal Maternal Lab History: CREATININE-otherPregnancy:-0.198 Maternal Maternal Procedure History:99000-otherPregnancy:-0.178 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.173 Maternal Maternal Lab History: MONOS-postPregnancy | coef 0.001 95% CI: [-0.001 , 0.004] | OR_adj 1.001 [0.999 1.004] | occ: 144 | OR_unadj: 1.430 [0.767 2.666] | indivs AUC:0.538 Correlated most with: Maternal Maternal Lab History: MONOS-postPregnancy:1.000 Maternal Maternal Lab History: MONOS-otherPregnancy:0.269 Maternal Maternal Lab History: POLYS-postPregnancy:-0.262 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:0.186 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.170 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.154 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.141 Maternal Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:-0.127 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.122 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.116 Vital: Wt for Length ZScore-gain10to16 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.003] | occ: 1476 | OR_unadj: 1.137 [0.870 1.485] | indivs AUC:0.558 Correlated most with: Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.070 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.068 Maternal Diagnosis:9ccs5:HIV infectn:-0.067 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.064 Diagnosis:9ccs113:Late eff CVD:0.063 Diagnosis:9ccs95:Oth nerv dx:0.059 Newborn Diagnosis:9ccs94:Other ear dx:0.059 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.058 Maternal Diagnosis:9ccs168:PID:-0.055 Maternal Maternal Lab History: BUN-otherPregnancy:0.054 Diagnosis:9ccs125:Bronchitis | coef -0.001 95% CI: [-0.003 , 0.001] | OR_adj 0.999 [0.997 1.001] | occ: 394 | OR_unadj: 0.939 [0.683 1.292] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs125:Bronchitis:1.000 Number of Visits:0.248 Diagnosis:9ccs128:Asthma:0.241 Diagnosis:9ccs92:Otitis media:0.228 Diagnosis:9ccs257:Ot aftercare:0.216 Diagnosis:9ccs126:Ot up rsp in:0.165 Diagnosis:9ccs122:Pneumonia:0.164 Diagnosis:9ccs7:Viral infect:0.159 Diagnosis:9ccs133:Oth low resp:0.156 Diagnosis:9ccs135:Intest infct:0.131 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 86 | OR_unadj: 0.178 [0.024 1.313] | indivs AUC:0.493 Correlated most with: Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:1.000 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.789 Maternal Maternal Lab History: WEIGHT-otherPregnancy:-0.365 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.316 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:-0.309 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:0.305 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.240 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.224 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.176 Maternal Vital: RR-otherPregnancy:-0.169 Maternal Vital: HR-postPregnancy | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 587 | OR_unadj: 0.960 [0.669 1.378] | indivs AUC:0.514 Correlated most with: Maternal Vital: HR-postPregnancy:1.000 Maternal Vital: HR-otherPregnancy:0.327 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.169 Maternal Vital: PL-postPregnancy:0.159 Maternal Vital: PL-otherPregnancy:0.150 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.113 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.107 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.105 Maternal Vital: Wt Change-postPregnancy:0.104 Maternal Maternal Lab History: WBC-postPregnancy:0.104 Vital: Temp-avg0to1 | coef -0.001 95% CI: [-0.003 , 0.001] | OR_adj 0.999 [0.997 1.001] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.490 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.092 Maternal Maternal Procedure History:81025-postPregnancy:-0.065 Maternal Maternal Procedure History:J1055-postPregnancy:-0.065 Diagnosis:9ccs76:Meningitis:0.063 Diagnosis:9ccs216:Nerv cong an:0.063 Diagnosis:9ccs58:Ot nutrit dx:-0.063 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.063 Maternal Maternal Lab History: POLYS-postPregnancy:-0.061 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.061 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.061 Vital: BMI-gain5to10 | coef -0.001 95% CI: [-0.003 , 0.001] | OR_adj 0.999 [0.997 1.001] | occ: 1455 | OR_unadj: 1.104 [0.834 1.462] | indivs AUC:0.488 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.095 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.087 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.077 Maternal Diagnosis:9ccs149:Biliary dx:0.073 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.072 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.068 Maternal Vital: Wt Percentile-otherPregnancy:0.067 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.067 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.066 Maternal Maternal Lab History: MCV-otherPregnancy:-0.064 Diagnosis:9ccs135:Intest infct | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 394 | OR_unadj: 1.151 [0.847 1.565] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs135:Intest infct:1.000 Number of Visits:0.310 Diagnosis:9ccs126:Ot up rsp in:0.190 Diagnosis:9ccs92:Otitis media:0.183 Diagnosis:9ccs7:Viral infect:0.156 Diagnosis:9ccs10:Immuniz/scrn:0.147 Diagnosis:9ccs125:Bronchitis:0.131 Diagnosis:9ccs253:Allergy:0.129 Diagnosis:9ccs255:Social admin:0.124 Diagnosis:9ccs257:Ot aftercare:0.120 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1058 | OR_unadj: 1.146 [0.865 1.519] | indivs AUC:0.509 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.999 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.278 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.277 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.188 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.187 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.163 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.162 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.153 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.151 * Vital: Wt-gain16to24 | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 1425 | OR_unadj: 2.121 [1.581 2.845] | indivs AUC:0.582 Correlated most with: Maternal Diagnosis:9ccs189:Prev c-sectn:0.082 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.081 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.077 Maternal Diagnosis:9ccs138:Esophgeal dx:-0.076 Number of Visits:-0.074 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.070 Maternal Maternal Procedure History:86703-postPregnancy:0.070 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.065 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:-0.064 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:-0.063 Vital: HC-gain3to7 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1310 | OR_unadj: 1.076 [0.825 1.404] | indivs AUC:0.578 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.075 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.073 Lab:292495 LEAD LEVEL - Sunrise:-0.071 Maternal Maternal Procedure History:99401-postPregnancy:-0.068 Maternal Maternal Procedure History:86703-postPregnancy:-0.067 Maternal Maternal Lab History: GAMMA GT-postPregnancy:-0.066 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.065 Maternal Maternal Lab History: A/G-otherPregnancy:0.065 Maternal Diagnosis:9ccs58:Ot nutrit dx:-0.064 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.062 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1053 | OR_unadj: 1.251 [0.935 1.674] | indivs AUC:0.578 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.299 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.296 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.278 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.277 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.270 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.269 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.250 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.249 * Vital: HC-avg5to7 | coef -0.001 95% CI: [-0.003 , 0.001] | OR_adj 0.999 [0.997 1.001] | occ: 1123 | OR_unadj: 1.500 [1.143 1.967] | indivs AUC:0.535 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:-0.130 Newborn Diagnosis:9ccs219:Low birth wt:-0.118 Newborn Diagnosis:9ccs221:Resp distres:-0.085 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.082 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:-0.082 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.078 Maternal Diagnosis:9ccs106:Dysrhythmia:-0.073 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.072 Diagnosis:9ccs219:Low birth wt:-0.070 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.067 * Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy | coef -0.001 95% CI: [-0.003 , 0.001] | OR_adj 0.999 [0.997 1.001] | occ: 126 | OR_unadj: 2.633 [1.381 5.022] | indivs AUC:0.524 Correlated most with: Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:1.000 Maternal Maternal Lab History: VLDL-postPregnancy:0.763 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.672 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.390 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.364 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.265 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.225 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.217 Maternal Maternal Lab History: FASTING-postPregnancy:0.214 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.213 * Vital: RR-avg5to7 | coef -0.001 95% CI: [-0.003 , 0.001] | OR_adj 0.999 [0.997 1.001] | occ: 164 | OR_unadj: 0.339 [0.136 0.845] | indivs AUC:0.492 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.128 Maternal Maternal Procedure History:90658-postPregnancy:-0.119 Number of Visits:0.095 Diagnosis:9ccs10:Immuniz/scrn:0.092 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.091 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.089 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.086 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.086 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.086 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.084 Vital: Wt Change-avg5to7 | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 420 | OR_unadj: 0.968 [0.619 1.514] | indivs AUC:0.474 Correlated most with: Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.111 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.099 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.095 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.083 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.075 Maternal Maternal Procedure History:90772-postPregnancy:0.071 Maternal Vital: PL-otherPregnancy:-0.070 Maternal Maternal Procedure History:90471-otherPregnancy:0.069 Diagnosis:9ccs124:Tonsillitis:-0.068 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.067 Diagnosis:9ccs126:Ot up rsp in | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 1234 | OR_unadj: 1.180 [0.868 1.604] | indivs AUC:0.541 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:1.000 Number of Visits:0.430 Diagnosis:9ccs255:Social admin:0.355 Diagnosis:9ccs92:Otitis media:0.337 Diagnosis:9ccs10:Immuniz/scrn:0.312 Diagnosis:9ccs7:Viral infect:0.236 Diagnosis:9ccs257:Ot aftercare:0.228 Diagnosis:9ccs90:Eye infectn:0.191 Diagnosis:9ccs135:Intest infct:0.190 Diagnosis:9ccs133:Oth low resp:0.167 Maternal Maternal Lab History: MPV-otherPregnancy | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 247 | OR_unadj: 1.122 [0.655 1.921] | indivs AUC:0.519 Correlated most with: Maternal Maternal Lab History: MPV-otherPregnancy:1.000 Maternal Maternal Lab History: MPV-postPregnancy:0.421 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.420 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:-0.225 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.196 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:-0.190 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.168 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:0.167 Maternal Maternal Lab History: CALCIUM-otherPregnancy:-0.167 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:-0.146 Vital: Wt-gain1to5 | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 1425 | OR_unadj: 1.212 [0.922 1.593] | indivs AUC:0.535 Correlated most with: Number of Visits:0.186 Diagnosis:9ccs126:Ot up rsp in:0.121 Diagnosis:9ccs7:Viral infect:0.096 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.086 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.085 Diagnosis:9ccs239:Superfic inj:0.084 Maternal Maternal Procedure History:90472-postPregnancy:0.080 Diagnosis:9ccs154:Gastroent:-0.075 Diagnosis:9ccs135:Intest infct:0.074 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:-0.073 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest | coef -0.001 95% CI: [-0.002 , 0.000] | OR_adj 0.999 [0.998 1.000] | occ: 1059 | OR_unadj: 1.147 [0.861 1.527] | indivs AUC:0.541 Correlated most with: Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:1.000 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.999 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.731 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.731 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.655 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.652 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.635 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.634 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.608 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.605 * Vital: Wt for Length ZScore-gain13to19 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1451 | OR_unadj: 1.313 [1.006 1.713] | indivs AUC:0.514 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:-0.077 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.071 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.068 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.066 Diagnosis:9ccs163:Other GU dx:-0.065 Newborn Diagnosis:9ccs222:Perint jaund:0.065 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.063 Diagnosis:9ccs240:Burns:-0.063 Diagnosis:9ccs143:Abdom hernia:0.059 Newborn Diagnosis:9ccs219:Low birth wt:0.058 Vital: Wt-gain10to16 | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 1422 | OR_unadj: 1.239 [0.917 1.676] | indivs AUC:0.579 Correlated most with: Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.093 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.067 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.066 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.065 Maternal Maternal Procedure History:86580-postPregnancy:0.063 Number of Visits:0.063 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.063 Diagnosis:9ccs96:Hrt valve dx:-0.063 Diagnosis:9ccs92:Otitis media:0.061 Newborn Diagnosis:9ccs215:gu cong anom:-0.061 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 102 | OR_unadj: 1.593 [0.682 3.724] | indivs AUC:0.517 Correlated most with: Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.385 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.341 Maternal Maternal Procedure History:81000-otherPregnancy:0.324 Maternal Maternal Procedure History:96372-otherPregnancy:0.252 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.239 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.226 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.223 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.207 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.202 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1060 | OR_unadj: 0.956 [0.714 1.280] | indivs AUC:0.475 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.695 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.695 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.654 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.654 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.635 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.635 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.350 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.350 Maternal Maternal Lab History: URINE PH-otherPregnancy | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 236 | OR_unadj: 0.816 [0.438 1.518] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: URINE PH-otherPregnancy:1.000 Maternal Maternal Lab History: URINE PH-postPregnancy:0.210 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.173 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.147 Maternal Vital: BP-otherPregnancy:-0.140 Maternal Maternal Procedure History:S9470-otherPregnancy:0.136 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.133 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.126 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.124 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:-0.122 Maternal Maternal Procedure History:86580-postPregnancy | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 86 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Procedure History:86580-postPregnancy:1.000 Maternal Maternal Procedure History:90746-postPregnancy:0.384 Maternal Maternal Procedure History:86580-otherPregnancy:0.267 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.232 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.231 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.229 Maternal Maternal Lab History: RUBELLA-postPregnancy:0.183 Maternal Diagnosis:9ccs61:Sickle cell:0.177 Newborn Diagnosis:9ccs221:Resp distres:0.174 Maternal Maternal Lab History: ANION GAP-postPregnancy:0.172 Vital: Ht-gain0to3 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1394 | OR_unadj: 0.853 [0.644 1.129] | indivs AUC:0.537 Correlated most with: Number of Visits:0.136 Diagnosis:9ccs126:Ot up rsp in:0.108 Maternal Maternal Lab History: INR-otherPregnancy:-0.086 Diagnosis:9ccs10:Immuniz/scrn:0.076 Diagnosis:9ccs92:Otitis media:0.074 Maternal Diagnosis:9ccs7:Viral infect:-0.071 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.070 Maternal Maternal Lab History: WBC-postPregnancy:0.069 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.068 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.068 Vital: HC-gain0to3 | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 1332 | OR_unadj: 0.871 [0.636 1.192] | indivs AUC:0.490 Correlated most with: Number of Visits:0.117 Maternal Maternal Lab History: INR-otherPregnancy:-0.090 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:-0.077 Diagnosis:9ccs126:Ot up rsp in:0.073 Maternal Diagnosis:9ccs7:Viral infect:-0.072 Diagnosis:9ccs137:Mouth dx:0.072 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:-0.069 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.069 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.068 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:0.068 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 548 | OR_unadj: 1.317 [0.896 1.934] | indivs AUC:0.558 Correlated most with: Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.419 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.360 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.325 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.290 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.272 Maternal Maternal Lab History: RBC-postPregnancy:0.253 Maternal Maternal Lab History: MCH-postPregnancy:-0.237 Maternal Maternal Lab History: POLYS-postPregnancy:-0.215 Maternal Maternal Lab History: WBC-postPregnancy:-0.201 Maternal Maternal Lab History: RUBELLA-postPregnancy | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 167 | OR_unadj: 0.605 [0.258 1.421] | indivs AUC:0.476 Correlated most with: Maternal Maternal Lab History: RUBELLA-postPregnancy:1.000 Maternal Maternal Lab History: RUBELLA-otherPregnancy:0.307 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.216 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.208 Maternal Maternal Procedure History:86580-postPregnancy:0.183 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.156 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.155 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.148 Newborn Diagnosis:9ccs221:Resp distres:0.142 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.140 Maternal Maternal Lab History: SODIUM-otherPregnancy | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 222 | OR_unadj: 1.020 [0.598 1.741] | indivs AUC:0.497 Correlated most with: Maternal Maternal Lab History: SODIUM-otherPregnancy:1.000 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:0.449 Maternal Maternal Lab History: SODIUM-postPregnancy:0.265 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.264 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.216 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.188 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.173 Maternal Maternal Lab History: MCH-otherPregnancy:0.146 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.137 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.135 Vital: Temp-avg3to5 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1313 | OR_unadj: 0.989 [0.753 1.299] | indivs AUC:0.470 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.102 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.095 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.092 Number of Visits:0.090 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.087 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:-0.080 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.077 Maternal Maternal Procedure History:97014-postPregnancy:0.077 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:-0.075 Maternal Maternal Lab History: AST-otherPregnancy:0.070 Maternal Vital: BP-postPregnancy | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 666 | OR_unadj: 1.322 [0.954 1.832] | indivs AUC:0.537 Correlated most with: Maternal Vital: BP-postPregnancy:1.000 Maternal Vital: BP-otherPregnancy:0.421 Maternal Vital: Wt-postPregnancy:0.298 Maternal Vital: Wt-otherPregnancy:0.189 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.184 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.158 Maternal Diagnosis:9ccs183:HTN in preg:0.157 Maternal Maternal Lab History: URINE PH-postPregnancy:-0.153 MatDeliveryAge:0.144 Maternal Maternal Lab History: RBC-postPregnancy:0.137 * Vital: BMI-avg0to1 | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 1326 | OR_unadj: 1.323 [1.012 1.730] | indivs AUC:0.621 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.237 Maternal Diagnosis:9ccs184:Early labor:-0.227 Diagnosis:9ccs219:Low birth wt:-0.162 Maternal Diagnosis:9ccs185:Long pregncy:0.156 Newborn Diagnosis:9ccs224:Ot perint dx:0.093 Maternal Maternal Lab History: PTT-otherPregnancy:-0.093 Newborn Diagnosis:9ccs221:Resp distres:-0.090 Newborn Diagnosis:9ccs253:Allergy:-0.090 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.087 Maternal Diagnosis:9ccs183:HTN in preg:-0.085 Vital: Ht Percentile-gain16to24 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.554 Correlated most with: Diagnosis:9ccs0:No DX:0.102 Diagnosis:9ccs258:Other screen:-0.095 Maternal Maternal Procedure History:90772-postPregnancy:-0.087 Maternal Maternal Procedure History:90663-postPregnancy:0.083 Maternal Maternal Procedure History:90470-postPregnancy:0.083 Maternal Maternal Procedure History:J1055-postPregnancy:-0.082 Diagnosis:9ccs51:Ot endo dsor:-0.076 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.073 Diagnosis:9ccs259:Unclassified:0.067 Newborn Diagnosis:9ccs224:Ot perint dx:-0.066 * Vital: Wt-gain5to10 | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 1444 | OR_unadj: 1.450 [1.102 1.909] | indivs AUC:0.564 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.096 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.092 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.081 Maternal Diagnosis:9ccs149:Biliary dx:0.074 Maternal Maternal Lab History: MCV-otherPregnancy:-0.074 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:-0.072 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.072 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:-0.068 Maternal Vital: Wt-postPregnancy:0.068 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.066 * Vital: Wt Percentile-avg19to24 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 921 | OR_unadj: 2.119 [1.615 2.779] | indivs AUC:0.706 Correlated most with: Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.106 Diagnosis:9ccs48:Thyroid dsor:-0.101 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.092 Maternal Vital: Wt-postPregnancy:0.085 Maternal Vital: Ht-postPregnancy:0.078 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.076 Maternal Diagnosis:9ccs182:Hemorr preg:-0.067 Maternal Vital: Wt Percentile-postPregnancy:0.067 Maternal Vital: BP-postPregnancy:0.066 Newborn Diagnosis:9ccs219:Low birth wt:-0.066 Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 491 | OR_unadj: 0.892 [0.662 1.202] | indivs AUC:0.481 Correlated most with: Newborn Diagnosis:9ccs224:Ot perint dx:1.000 Maternal Diagnosis:9ccs185:Long pregncy:0.438 Newborn Diagnosis:9ccs96:Hrt valve dx:0.129 Newborn Diagnosis:9ccs256:Exam/eval:0.127 Newborn Diagnosis:9ccs222:Perint jaund:0.105 Maternal Diagnosis:9ccs195:Ot compl bir:0.101 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.101 Newborn Diagnosis:9ccs95:Oth nerv dx:0.085 Diagnosis:9ccs253:Allergy:-0.080 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.070 Maternal Maternal Lab History: ABS LYMPH-postPregnancy | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 487 | OR_unadj: 1.043 [0.714 1.524] | indivs AUC:0.475 Correlated most with: Maternal Maternal Lab History: ABS LYMPH-postPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.588 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.526 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.364 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.247 Maternal Maternal Lab History: RBC-postPregnancy:0.214 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.213 Maternal Maternal Lab History: WBC-postPregnancy:0.197 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.186 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.181 Vital: Wt Percentile-gain7to13 | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 698 | OR_unadj: 1.247 [0.851 1.830] | indivs AUC:0.515 Correlated most with: Maternal Vital: Wt Change-otherPregnancy:-0.110 Maternal Vital: Wt Change-postPregnancy:0.093 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.092 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.079 Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.073 Maternal Maternal Procedure History:36416-postPregnancy:0.072 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.068 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.068 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:-0.066 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.066 Vital: Ht Percentile-gain13to19 | coef -0.001 95% CI: [-0.001 , 0.000] | OR_adj 0.999 [0.999 1.000] | occ: 832 | OR_unadj: 0.955 [0.693 1.316] | indivs AUC:0.478 Correlated most with: Maternal Vital: Wt Change-postPregnancy:0.089 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.082 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.078 Maternal Vital: BMI-postPregnancy:-0.076 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.075 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.071 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.070 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.070 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.068 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:-0.068 * Vital: Wt-avg5to7 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1315 | OR_unadj: 2.102 [1.606 2.750] | indivs AUC:0.606 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.190 Maternal Diagnosis:9ccs184:Early labor:-0.126 Diagnosis:9ccs238:Complic proc:-0.108 Newborn Diagnosis:9ccs221:Resp distres:-0.103 Maternal Diagnosis:9ccs185:Long pregncy:0.102 Maternal Vital: SpO2-postPregnancy:-0.094 Diagnosis:9ccs219:Low birth wt:-0.091 Maternal Vital: Wt-postPregnancy:0.091 Maternal Vital: RR-postPregnancy:0.084 Newborn Diagnosis:9ccs253:Allergy:-0.072 Vital: HC-gain10to16 | coef -0.001 95% CI: [-0.001 , 0.000] | OR_adj 0.999 [0.999 1.000] | occ: 1222 | OR_unadj: 1.142 [0.874 1.492] | indivs AUC:0.484 Correlated most with: Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.090 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.080 Diagnosis:9ccs256:Exam/eval:-0.077 Diagnosis:9ccs154:Gastroent:-0.070 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.070 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.068 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:-0.065 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.065 Maternal Diagnosis:9ccs159:UTI:0.065 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.065 Vital: Wt for Length ZScore-avg0to1 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1309 | OR_unadj: 1.211 [0.926 1.584] | indivs AUC:0.579 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.097 Diagnosis:9ccs219:Low birth wt:-0.096 Newborn Diagnosis:9ccs219:Low birth wt:-0.095 Maternal Diagnosis:9ccs184:Early labor:-0.091 Diagnosis:10ccs58:Ot nutrit dx:0.069 Diagnosis:9ccs222:Perint jaund:-0.067 Newborn Diagnosis:9ccs224:Ot perint dx:0.064 Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.063 Diagnosis:9ccs2603:E Codes: Fall:0.062 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.062 Vital: Wt-gain13to19 | coef -0.001 95% CI: [-0.001 , 0.000] | OR_adj 0.999 [0.999 1.000] | occ: 1408 | OR_unadj: 1.117 [0.855 1.458] | indivs AUC:0.590 Correlated most with: Maternal Maternal Procedure History:86703-postPregnancy:-0.066 Number of Visits:0.065 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:-0.064 Maternal Diagnosis:9ccs46:Bnign ut neo:0.063 Maternal Maternal Lab History: AMYLASE-postPregnancy:-0.062 Diagnosis:9ccs7:Viral infect:0.062 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.062 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.061 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.060 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.060 Maternal Vital: Ht-postPregnancy | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 544 | OR_unadj: 0.933 [0.645 1.348] | indivs AUC:0.499 Correlated most with: Maternal Vital: Ht-postPregnancy:1.000 Maternal Vital: Ht-otherPregnancy:0.610 Maternal Vital: Wt-postPregnancy:0.298 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:-0.173 Maternal Vital: Wt-otherPregnancy:0.166 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.158 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.158 Maternal Vital: Ht Percentile-postPregnancy:0.142 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.142 Maternal Vital: BP-otherPregnancy:0.140 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 370 | OR_unadj: 0.918 [0.588 1.434] | indivs AUC:0.495 Correlated most with: Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.159 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.158 Maternal Vital: RR-postPregnancy:-0.132 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.127 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.116 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.114 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.112 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.108 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.103 Vital: Wt for Length ZScore-gain5to10 | coef -0.001 95% CI: [-0.001 , 0.000] | OR_adj 0.999 [0.999 1.000] | occ: 1438 | OR_unadj: 1.002 [0.766 1.310] | indivs AUC:0.523 Correlated most with: Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.099 Maternal Diagnosis:9ccs48:Thyroid dsor:-0.093 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.085 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.081 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.079 Maternal Diagnosis:9ccs98:HTN:-0.079 Maternal Maternal Procedure History:96372-otherPregnancy:-0.075 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.074 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.071 Maternal Diagnosis:9ccs184:Early labor:-0.067 * Vital: Wt for Len Percentile-gain0to24 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1335 | OR_unadj: 3.367 [2.548 4.450] | indivs AUC:0.775 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.098 Maternal Vital: Wt-postPregnancy:0.087 Diagnosis:9ccs259:Unclassified:-0.084 Maternal Vital: Wt-otherPregnancy:0.077 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071 Maternal Diagnosis:9ccs182:Hemorr preg:-0.069 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.068 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:-0.067 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.066 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.065 Vital: Wt for Length ZScore-gain3to7 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1431 | OR_unadj: 0.985 [0.752 1.290] | indivs AUC:0.510 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:0.085 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.083 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.082 Maternal Maternal Procedure History:81025-otherPregnancy:-0.082 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.081 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.081 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.080 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:0.072 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.067 Maternal Vital: Wt Change-postPregnancy:-0.064 Vital: Ht-avg5to7 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1293 | OR_unadj: 1.103 [0.839 1.451] | indivs AUC:0.484 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.219 Maternal Diagnosis:9ccs184:Early labor:-0.170 Maternal Diagnosis:9ccs193:OB-related perin trauma:0.118 Newborn Diagnosis:9ccs221:Resp distres:-0.116 Maternal Vital: Ht-postPregnancy:0.102 Maternal Diagnosis:9ccs185:Long pregncy:0.090 Newborn Diagnosis:9ccs222:Perint jaund:-0.087 Maternal Diagnosis:9ccs259:Unclassified:-0.085 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.085 Newborn Diagnosis:9ccs200:Oth skin dx:-0.084 Vital: Temp-avg5to7 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1315 | OR_unadj: 1.008 [0.763 1.331] | indivs AUC:0.495 Correlated most with: Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.085 Diagnosis:9ccs94:Other ear dx:0.078 Maternal Vital: SpO2-postPregnancy:0.072 Maternal Diagnosis:9ccs61:Sickle cell:0.067 Diagnosis:9ccs123:Influenza:0.061 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.060 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:-0.060 Diagnosis:9ccs234:Crush injury:0.060 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.059 Maternal Diagnosis:9ccs238:Complic proc:0.058 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1060 | OR_unadj: 1.146 [0.862 1.522] | indivs AUC:0.533 Correlated most with: Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.394 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.393 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.391 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.391 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.381 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.380 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.340 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.340 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 337 | OR_unadj: 1.151 [0.638 2.078] | indivs AUC:0.524 Correlated most with: Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.251 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.221 Maternal Maternal Lab History: BUN-postPregnancy:0.202 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.194 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.184 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.184 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.182 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.170 Maternal Maternal Procedure History:81025-postPregnancy:0.169 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 490 | OR_unadj: 0.750 [0.489 1.148] | indivs AUC:0.470 Correlated most with: Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:1.000 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.521 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.258 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.239 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.193 Maternal Maternal Lab History: MONOS-postPregnancy:0.186 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.157 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.136 Maternal Maternal Lab History: BUN-postPregnancy:0.128 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.126 Vital: Wt Percentile-gain16to24 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 961 | OR_unadj: 1.048 [0.733 1.496] | indivs AUC:0.531 Correlated most with: Maternal Diagnosis:9ccs138:Esophgeal dx:-0.094 Maternal Vital: BMI-otherPregnancy:-0.092 Maternal Vital: Wt Change-otherPregnancy:0.085 Diagnosis:9ccs0:No DX:0.084 Diagnosis:9ccs74:Ot mentl cnd:0.077 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.074 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.071 Maternal Maternal Procedure History:90470-postPregnancy:0.069 Maternal Maternal Procedure History:90663-postPregnancy:0.069 Maternal Maternal Procedure History:90772-postPregnancy:-0.068 Vital: Wt for Length ZScore-gain7to13 | coef -0.000 95% CI: [-0.001 , 0.001] | OR_adj 1.000 [0.999 1.001] | occ: 1460 | OR_unadj: 1.296 [0.993 1.692] | indivs AUC:0.536 Correlated most with: Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.104 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.104 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.092 Lab:292495 LEAD LEVEL - Sunrise:0.089 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.082 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.082 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.082 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.078 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.077 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.075 Maternal Maternal Lab History: ALBUMIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 321 | OR_unadj: 0.826 [0.531 1.287] | indivs AUC:0.465 Correlated most with: Maternal Maternal Lab History: ALBUMIN-postPregnancy:1.000 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.795 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.582 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.386 Maternal Maternal Lab History: SODIUM-postPregnancy:0.335 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.316 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.280 Maternal Maternal Lab History: LDH-postPregnancy:-0.272 Maternal Maternal Lab History: RBC-postPregnancy:0.268 Maternal Maternal Lab History: INR-postPregnancy:0.266 Vital: Wt Percentile-gain1to5 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 439 | OR_unadj: 1.179 [0.767 1.814] | indivs AUC:0.482 Correlated most with: Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.115 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.096 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.086 Maternal Maternal Lab History: MPV-otherPregnancy:0.080 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:0.070 Maternal Diagnosis:9ccs7:Viral infect:0.070 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.069 Newborn Diagnosis:9ccs222:Perint jaund:0.067 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.067 Maternal Diagnosis:9ccs91:Other eye dx:0.067 Vital: Ht Percentile-avg1to3 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 375 | OR_unadj: 0.643 [0.396 1.043] | indivs AUC:0.469 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.107 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.103 Maternal Diagnosis:9ccs184:Early labor:-0.102 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.089 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.085 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.079 Maternal Vital: Ht-postPregnancy:0.077 Newborn Diagnosis:9ccs200:Oth skin dx:-0.076 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.074 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.074 Vital: Wt Change-avg0to1 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 223 | OR_unadj: 0.616 [0.325 1.165] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: FASTING-postPregnancy:-0.109 Lab:323825 STREP SCREEN THROAT - Sunrise:0.107 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.105 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.096 Maternal Maternal Lab History: FASTING-otherPregnancy:-0.095 Maternal Maternal Procedure History:96372-otherPregnancy:-0.091 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.087 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.087 Diagnosis:9ccs151:Oth liver dx:-0.084 Maternal Maternal Lab History: URINE PH-otherPregnancy:0.076 Vital: HC-gain1to5 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1346 | OR_unadj: 0.866 [0.657 1.140] | indivs AUC:0.519 Correlated most with: Number of Visits:0.099 Diagnosis:9ccs125:Bronchitis:0.091 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.091 Diagnosis:9ccs154:Gastroent:-0.089 Maternal Vital: PL-otherPregnancy:-0.084 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.082 Newborn Diagnosis:9ccs222:Perint jaund:0.077 Diagnosis:9ccs163:Other GU dx:0.076 Diagnosis:9ccs126:Ot up rsp in:0.075 Maternal Vital: RR-otherPregnancy:0.073 * Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 638 | OR_unadj: 0.506 [0.287 0.890] | indivs AUC:0.477 Correlated most with: Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:1.000 Maternal Maternal Procedure History:81000-postPregnancy:0.684 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.279 Maternal Maternal Lab History: CREATININE-otherPregnancy:-0.251 Maternal Maternal Procedure History:99000-postPregnancy:0.239 Maternal Maternal Lab History: CREATININE-postPregnancy:-0.220 Maternal Maternal Lab History: POLYS-postPregnancy:0.210 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.208 Maternal Maternal Procedure History:99000-otherPregnancy:-0.192 Maternal Vital: BP-postPregnancy:-0.184 Vital: BMI-gain1to5 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1421 | OR_unadj: 1.007 [0.771 1.314] | indivs AUC:0.507 Correlated most with: Number of Visits:0.129 Diagnosis:9ccs126:Ot up rsp in:0.101 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.100 Maternal Vital: RR-otherPregnancy:0.081 Maternal Maternal Procedure History:90472-postPregnancy:0.078 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.072 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.072 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.070 Diagnosis:9ccs239:Superfic inj:0.070 Diagnosis:9ccs135:Intest infct:0.068 Vital: HR-avg7to10 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 420 | OR_unadj: 0.906 [0.585 1.403] | indivs AUC:0.482 Correlated most with: Maternal Diagnosis:9ccs187:Malposition:0.100 Diagnosis:9ccs10:Immuniz/scrn:0.089 Diagnosis:9ccs217:Ot cong anom:0.086 Maternal Maternal Procedure History:90658-postPregnancy:-0.082 Diagnosis:9ccs125:Bronchitis:0.082 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.071 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:-0.068 Diagnosis:9ccs257:Ot aftercare:0.064 Diagnosis:9ccs7:Viral infect:0.063 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.063 * Vital: Wt for Len Percentile-gain3to7 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 947 | OR_unadj: 1.643 [1.240 2.177] | indivs AUC:0.541 Correlated most with: Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.123 Diagnosis:9ccs155:Other GI dx:-0.100 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:-0.091 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.076 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.072 Maternal Maternal Lab History: ANION GAP-otherPregnancy:-0.071 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.068 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.067 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:0.066 Diagnosis:9ccs59:Anemia:0.062 * Vital: HC-avg13to16 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 990 | OR_unadj: 1.619 [1.234 2.125] | indivs AUC:0.603 Correlated most with: Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.087 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.084 Maternal Maternal Lab History: PTT-otherPregnancy:-0.079 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.079 Maternal Vital: HR-otherPregnancy:0.078 Maternal Maternal Lab History: MONOS-postPregnancy:-0.073 Maternal Vital: Ht Percentile-otherPregnancy:-0.072 Maternal Diagnosis:9ccs138:Esophgeal dx:-0.063 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.063 Maternal Diagnosis:9ccs187:Malposition:0.061 * Vital: BMI-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1391 | OR_unadj: 1.452 [1.110 1.899] | indivs AUC:0.557 Correlated most with: Number of Visits:0.140 Diagnosis:9ccs126:Ot up rsp in:0.116 Maternal Diagnosis:9ccs184:Early labor:0.084 Diagnosis:9ccs92:Otitis media:0.082 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:0.070 Diagnosis:9ccs128:Asthma:0.069 Newborn Diagnosis:9ccs256:Exam/eval:0.068 Diagnosis:9ccs122:Pneumonia:0.068 Maternal Maternal Lab History: INR-otherPregnancy:-0.067 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.065 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 281 | OR_unadj: 1.080 [0.683 1.709] | indivs AUC:0.522 Correlated most with: Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.928 Maternal Maternal Lab History: RBC-otherPregnancy:0.652 Maternal Maternal Lab History: MCV-otherPregnancy:0.361 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.335 Maternal Maternal Lab History: RDW-otherPregnancy:-0.333 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.323 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.307 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.292 Maternal Maternal Lab History: MCH-otherPregnancy:0.281 Diagnosis:9ccs239:Superfic inj | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 152 | OR_unadj: 0.949 [0.591 1.522] | indivs AUC:0.469 Correlated most with: Diagnosis:9ccs239:Superfic inj:1.000 Number of Visits:0.203 Diagnosis:9ccs253:Allergy:0.139 Diagnosis:9ccs200:Oth skin dx:0.138 Diagnosis:9ccs155:Other GI dx:0.136 Diagnosis:9ccs256:Exam/eval:0.120 Diagnosis:9ccs126:Ot up rsp in:0.114 Diagnosis:9ccs133:Oth low resp:0.112 Diagnosis:9ccs7:Viral infect:0.107 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.105 * Maternal Vital: BMI-postPregnancy | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 538 | OR_unadj: 2.540 [1.496 4.314] | indivs AUC:0.513 Correlated most with: Maternal Vital: BMI-postPregnancy:1.000 Maternal Vital: BMI-otherPregnancy:0.256 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.195 Maternal Vital: Wt-postPregnancy:0.176 Maternal Maternal Procedure History:S9470-postPregnancy:0.171 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:0.169 Maternal Maternal Lab History: RDW-otherPregnancy:0.162 Maternal Vital: Wt-otherPregnancy:0.146 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.142 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.141 Maternal Maternal Procedure History:86703-otherPregnancy | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 119 | OR_unadj: 1.416 [0.527 3.808] | indivs AUC:0.502 Correlated most with: Maternal Maternal Procedure History:86703-otherPregnancy:1.000 Maternal Maternal Procedure History:86703-postPregnancy:0.446 Maternal Maternal Procedure History:99401-otherPregnancy:0.403 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.287 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.231 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.224 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.192 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.186 Maternal Maternal Lab History: A/G-otherPregnancy:-0.184 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.184 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1010 | OR_unadj: 0.881 [0.647 1.199] | indivs AUC:0.494 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.587 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.586 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.582 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.581 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.482 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.481 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.475 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.474 Vital: HC-gain16to24 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1064 | OR_unadj: 0.868 [0.662 1.137] | indivs AUC:0.535 Correlated most with: Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.071 Maternal Maternal Procedure History:J1055-postPregnancy:-0.063 Maternal Diagnosis:9ccs159:UTI:-0.062 Lab:292495 LEAD LEVEL - Sunrise:0.060 Diagnosis:9ccs209:Ot acq defor:0.056 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.055 Maternal Maternal Procedure History:86580-postPregnancy:0.055 Newborn Diagnosis:9ccs256:Exam/eval:-0.054 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.054 Maternal Diagnosis:9ccs98:HTN:0.054 Vital: Wt-avg0to1 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1336 | OR_unadj: 1.096 [0.838 1.434] | indivs AUC:0.526 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.362 Maternal Diagnosis:9ccs184:Early labor:-0.355 Diagnosis:9ccs219:Low birth wt:-0.222 Maternal Diagnosis:9ccs185:Long pregncy:0.217 Newborn Diagnosis:9ccs221:Resp distres:-0.150 Newborn Diagnosis:9ccs256:Exam/eval:-0.139 Newborn Diagnosis:9ccs224:Ot perint dx:0.130 Maternal Diagnosis:9ccs183:HTN in preg:-0.125 Newborn Diagnosis:9ccs253:Allergy:-0.111 Newborn Diagnosis:9ccs222:Perint jaund:-0.107 * Vital: Wt-gain3to7 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1439 | OR_unadj: 1.333 [1.022 1.740] | indivs AUC:0.560 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:-0.091 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.086 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:0.084 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.083 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.082 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.078 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.077 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.077 Diagnosis:9ccs92:Otitis media:0.074 Maternal Maternal Lab History: GLOBULIN-postPregnancy:0.074 Maternal Maternal Lab History: MCV-postPregnancy | coef -0.000 95% CI: [-0.001 , 0.001] | OR_adj 1.000 [0.999 1.001] | occ: 608 | OR_unadj: 0.791 [0.553 1.133] | indivs AUC:0.471 Correlated most with: Maternal Maternal Lab History: MCV-postPregnancy:1.000 Maternal Maternal Lab History: MCH-postPregnancy:0.760 Maternal Maternal Lab History: RDW-postPregnancy:-0.547 Maternal Maternal Lab History: MCV-otherPregnancy:0.503 Maternal Maternal Lab History: RBC-postPregnancy:-0.421 Maternal Maternal Lab History: MCH-otherPregnancy:0.397 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.371 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.311 Maternal Maternal Lab History: RDW-otherPregnancy:-0.243 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.227 Vital: Wt for Len Percentile-gain13to19 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1254 | OR_unadj: 1.030 [0.785 1.351] | indivs AUC:0.532 Correlated most with: Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.071 Diagnosis:9ccs7:Viral infect:0.069 Diagnosis:9ccs163:Other GU dx:0.067 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:-0.065 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.063 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.062 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.061 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.060 Maternal Diagnosis:9ccs172:Ovarian cyst:0.059 Number of Visits:0.059 * Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 461 | OR_unadj: 0.717 [0.522 0.985] | indivs AUC:0.465 Correlated most with: Diagnosis:9ccs200:Oth skin dx:1.000 Number of Visits:0.231 Diagnosis:9ccs253:Allergy:0.201 Diagnosis:9ccs155:Other GI dx:0.168 Diagnosis:9ccs7:Viral infect:0.158 Diagnosis:9ccs256:Exam/eval:0.140 Diagnosis:9ccs239:Superfic inj:0.138 Diagnosis:9ccs126:Ot up rsp in:0.119 Diagnosis:9ccs255:Social admin:0.113 Diagnosis:9ccs10:Immuniz/scrn:0.106 Vital: Wt Percentile-gain10to16 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 753 | OR_unadj: 0.793 [0.556 1.132] | indivs AUC:0.490 Correlated most with: Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.090 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.089 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.080 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.075 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.075 Maternal Diagnosis:9ccs61:Sickle cell:-0.073 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:0.071 Maternal Maternal Procedure History:97014-postPregnancy:-0.070 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:-0.070 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.069 Vital: BMI-gain10to16 | coef -0.000 95% CI: [-0.001 , 0.001] | OR_adj 1.000 [0.999 1.001] | occ: 1448 | OR_unadj: 1.186 [0.893 1.575] | indivs AUC:0.540 Correlated most with: Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.079 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.074 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.070 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.068 Diagnosis:9ccs163:Other GU dx:-0.067 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.067 Maternal Maternal Procedure History:86580-postPregnancy:0.066 Diagnosis:9ccs92:Otitis media:0.065 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.063 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.061 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 997 | OR_unadj: 1.196 [0.884 1.617] | indivs AUC:0.502 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.999 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.459 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.457 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.450 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.449 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.403 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.402 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.342 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.339 Vital: HR-latest | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1010 | OR_unadj: 0.762 [0.553 1.050] | indivs AUC:0.540 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:0.112 Diagnosis:9ccs217:Ot cong anom:0.083 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.083 Maternal Maternal Lab History: BUN-postPregnancy:-0.081 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.071 Maternal Vital: Ht-postPregnancy:-0.071 Newborn Diagnosis:9ccs256:Exam/eval:0.069 Maternal Vital: Wt Percentile-postPregnancy:-0.067 Diagnosis:9ccs47:Ot bnign neo:0.063 Diagnosis:9ccs122:Pneumonia:-0.063 Vital: Ht-gain16to24 | coef -0.000 95% CI: [-0.001 , 0.001] | OR_adj 1.000 [0.999 1.001] | occ: 1417 | OR_unadj: 1.402 [0.978 2.008] | indivs AUC:0.553 Correlated most with: Maternal Diagnosis:9ccs189:Prev c-sectn:0.076 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.074 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.072 Diagnosis:9ccs4:Mycoses:-0.065 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.062 Number of Visits:-0.061 Maternal Maternal Procedure History:J1055-postPregnancy:-0.059 Maternal Maternal Procedure History:90772-postPregnancy:-0.059 Maternal Vital: HR-postPregnancy:0.059 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.059 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 282 | OR_unadj: 0.738 [0.443 1.231] | indivs AUC:0.471 Correlated most with: Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:1.000 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:0.261 Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.226 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.205 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.202 Maternal Maternal Lab History: WBC-postPregnancy:-0.186 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:-0.175 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:-0.146 Maternal Maternal Lab History: URINE KETONES-postPregnancy:-0.132 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:-0.129 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1013 | OR_unadj: 0.877 [0.644 1.195] | indivs AUC:0.488 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.587 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.586 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.582 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.581 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.483 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.481 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.476 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.474 * Vital: BMI-gain7to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1475 | OR_unadj: 1.324 [1.001 1.752] | indivs AUC:0.542 Correlated most with: Maternal Diagnosis:9ccs69:Affective dx:-0.083 Maternal Maternal Procedure History:86580-postPregnancy:-0.079 Diagnosis:9ccs10:Immuniz/scrn:-0.068 Maternal Maternal Procedure History:36416-postPregnancy:-0.066 Lab:292495 LEAD LEVEL - Sunrise:-0.059 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.056 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:-0.056 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.056 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:0.055 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.055 Vital: Ht-gain5to10 | coef -0.000 95% CI: [-0.001 , 0.001] | OR_adj 1.000 [0.999 1.001] | occ: 1429 | OR_unadj: 1.097 [0.806 1.493] | indivs AUC:0.492 Correlated most with: Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.081 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.081 Lab:292495 LEAD LEVEL - Sunrise:0.079 Maternal Vital: Wt Percentile-otherPregnancy:0.069 Maternal Maternal Procedure History:81000-postPregnancy:0.068 Maternal Diagnosis:9ccs98:HTN:0.066 Maternal Diagnosis:9ccs149:Biliary dx:0.065 Diagnosis:9ccs89:Blindness:0.064 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.063 Maternal Diagnosis:9ccs192:Umbil cord:-0.063 Maternal Maternal Lab History: POTASSIUM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 222 | OR_unadj: 0.922 [0.493 1.724] | indivs AUC:0.477 Correlated most with: Maternal Maternal Lab History: POTASSIUM-otherPregnancy:1.000 Maternal Maternal Lab History: POTASSIUM-postPregnancy:0.306 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.250 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.228 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.213 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.201 Maternal Maternal Lab History: MPV-otherPregnancy:-0.190 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:-0.157 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.156 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.155 Census:Percent; Estimate; Percent high school graduate or higher-birth | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1057 | OR_unadj: 1.134 [0.857 1.501] | indivs AUC:0.502 Correlated most with: Census:Percent; Estimate; Percent high school graduate or higher-birth:1.000 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.933 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.931 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.914 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.912 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.778 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.776 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.759 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.757 Vital: Ht Percentile-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 415 | OR_unadj: 0.745 [0.479 1.157] | indivs AUC:0.498 Correlated most with: Maternal Maternal Procedure History:96372-otherPregnancy:-0.100 Newborn Diagnosis:9ccs219:Low birth wt:-0.097 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.096 Maternal Diagnosis:9ccs184:Early labor:-0.095 Maternal Vital: Ht-postPregnancy:0.090 Maternal Diagnosis:9ccs185:Long pregncy:0.090 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.076 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.075 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:0.074 Maternal Diagnosis:9ccs61:Sickle cell:-0.071 * Vital: Wt Percentile-gain0to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 906 | OR_unadj: 1.985 [1.512 2.606] | indivs AUC:0.707 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.101 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.099 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090 Maternal Vital: Wt-postPregnancy:0.084 Maternal Vital: Ht-postPregnancy:0.080 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.077 Maternal Vital: BP-postPregnancy:0.070 Maternal Vital: Wt Percentile-postPregnancy:0.067 Maternal Diagnosis:9ccs182:Hemorr preg:-0.067 Newborn Diagnosis:9ccs219:Low birth wt:-0.065 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 608 | OR_unadj: 1.280 [0.909 1.803] | indivs AUC:0.518 Correlated most with: Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:1.000 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.488 Maternal Maternal Lab History: MPV-postPregnancy:-0.425 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.247 Maternal Maternal Lab History: MPV-otherPregnancy:-0.225 Maternal Maternal Lab History: WBC-otherPregnancy:0.194 Maternal Maternal Lab History: MCH-postPregnancy:-0.180 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.166 Maternal Maternal Lab History: WBC-postPregnancy:0.161 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.158 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 994 | OR_unadj: 1.205 [0.891 1.630] | indivs AUC:0.509 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.999 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.458 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.457 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.449 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.448 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.403 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.402 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.342 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.341 Vital: Ht-gain1to5 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1420 | OR_unadj: 0.786 [0.598 1.035] | indivs AUC:0.479 Correlated most with: Number of Visits:0.163 Diagnosis:9ccs126:Ot up rsp in:0.103 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.095 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.085 Maternal Vital: RR-otherPregnancy:0.083 Diagnosis:9ccs135:Intest infct:0.079 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.074 Diagnosis:9ccs154:Gastroent:-0.070 Maternal Maternal Procedure History:90472-postPregnancy:0.069 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:-0.069 Vital: Ht-avg1to3 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1348 | OR_unadj: 0.914 [0.694 1.204] | indivs AUC:0.517 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.303 Maternal Diagnosis:9ccs184:Early labor:-0.278 Diagnosis:9ccs219:Low birth wt:-0.175 Maternal Diagnosis:9ccs185:Long pregncy:0.151 Maternal Diagnosis:9ccs193:OB-related perin trauma:0.129 Newborn Diagnosis:9ccs222:Perint jaund:-0.123 Maternal Diagnosis:9ccs5:HIV infectn:-0.122 Diagnosis:9ccs143:Abdom hernia:-0.119 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117 Maternal Diagnosis:9ccs183:HTN in preg:-0.115 Vital: BMI-gain13to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1431 | OR_unadj: 0.840 [0.643 1.097] | indivs AUC:0.566 Correlated most with: Maternal Vital: Wt Percentile-otherPregnancy:0.067 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.066 Diagnosis:9ccs163:Other GU dx:0.065 Maternal Maternal Procedure History:86703-postPregnancy:-0.065 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.064 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.061 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:-0.059 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.058 Maternal Maternal Lab History: AST-postPregnancy:0.058 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.058 Vital: Ht Percentile-avg7to10 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 564 | OR_unadj: 1.079 [0.760 1.532] | indivs AUC:0.530 Correlated most with: Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.117 Maternal Vital: Ht-postPregnancy:0.107 Newborn Diagnosis:9ccs219:Low birth wt:-0.104 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.099 Maternal Diagnosis:9ccs5:HIV infectn:-0.096 Maternal Diagnosis:9ccs184:Early labor:-0.091 Maternal Diagnosis:9ccs185:Long pregncy:0.090 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.086 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.085 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.079 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy | coef -0.000 95% CI: [-0.001 , 0.001] | OR_adj 1.000 [0.999 1.001] | occ: 608 | OR_unadj: 1.051 [0.749 1.475] | indivs AUC:0.517 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:1.000 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.934 Maternal Maternal Lab History: RBC-postPregnancy:0.623 Maternal Maternal Lab History: RDW-postPregnancy:-0.413 Maternal Maternal Lab History: MCH-postPregnancy:0.380 Maternal Maternal Lab History: MCV-postPregnancy:0.371 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.354 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.323 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.280 Maternal Maternal Lab History: MCH-otherPregnancy:0.256 Maternal Maternal Lab History: MPV-postPregnancy | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 546 | OR_unadj: 1.135 [0.779 1.654] | indivs AUC:0.481 Correlated most with: Maternal Maternal Lab History: MPV-postPregnancy:1.000 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:-0.425 Maternal Maternal Lab History: MPV-otherPregnancy:0.421 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.282 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.133 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.122 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.122 Maternal Maternal Lab History: POTASSIUM-postPregnancy:-0.113 Maternal Maternal Procedure History:86703-postPregnancy:0.112 Maternal Maternal Lab History: URINE PH-postPregnancy:-0.109 Vital: Wt for Len Percentile-gain7to13 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1290 | OR_unadj: 0.991 [0.753 1.305] | indivs AUC:0.576 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.067 Maternal Diagnosis:9ccs69:Affective dx:-0.064 Maternal Maternal Procedure History:86580-postPregnancy:-0.062 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.061 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.061 Maternal Maternal Procedure History:36416-postPregnancy:-0.059 Maternal Diagnosis:9ccs185:Long pregncy:0.057 Diagnosis:9ccs153:GI hemorrhag:-0.057 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:-0.057 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.056 * Vital: Wt Percentile-avg16to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 747 | OR_unadj: 1.781 [1.341 2.364] | indivs AUC:0.649 Correlated most with: Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.106 Diagnosis:9ccs48:Thyroid dsor:-0.085 Maternal Vital: BP-postPregnancy:0.082 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.080 Maternal Vital: Wt-postPregnancy:0.073 Maternal Maternal Procedure History:90746-postPregnancy:-0.073 Diagnosis:9ccs208:Acq foot def:0.072 Maternal Vital: BMI Percentile-postPregnancy:0.072 Diagnosis:9ccs205:Back problem:-0.071 Maternal Vital: Wt Percentile-postPregnancy:0.071 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1057 | OR_unadj: 1.125 [0.846 1.496] | indivs AUC:0.529 Correlated most with: Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.394 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.393 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.391 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.391 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.380 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.379 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.341 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.340 * Vital: Wt Percentile-avg5to7 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 447 | OR_unadj: 1.467 [1.036 2.078] | indivs AUC:0.563 Correlated most with: Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.107 Maternal Maternal Procedure History:86580-postPregnancy:-0.103 Newborn Diagnosis:9ccs219:Low birth wt:-0.091 Diagnosis:9ccs208:Acq foot def:0.086 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.082 Maternal Vital: BP-postPregnancy:0.081 Maternal Maternal Procedure History:97014-postPregnancy:0.080 Diagnosis:9ccs217:Ot cong anom:-0.077 Newborn Diagnosis:9ccs200:Oth skin dx:-0.075 Maternal Diagnosis:9ccs184:Early labor:-0.075 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1058 | OR_unadj: 1.063 [0.788 1.433] | indivs AUC:0.492 Correlated most with: Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:1.000 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.998 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.731 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.730 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.718 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.714 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.708 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.704 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.652 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.650 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest | coef -0.000 95% CI: [-0.001 , 0.001] | OR_adj 1.000 [0.999 1.001] | occ: 1060 | OR_unadj: 1.261 [0.951 1.673] | indivs AUC:0.492 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.999 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.466 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.466 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.360 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.360 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.255 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.252 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.241 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.239 * Vital: Ht Percentile-latest | coef -0.000 95% CI: [-0.001 , 0.001] | OR_adj 1.000 [0.999 1.001] | occ: 1043 | OR_unadj: 1.325 [1.003 1.751] | indivs AUC:0.562 Correlated most with: Maternal Vital: Ht-postPregnancy:0.144 Newborn Diagnosis:9ccs219:Low birth wt:-0.098 Maternal Vital: Ht-otherPregnancy:0.093 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.085 Diagnosis:9ccs89:Blindness:0.081 Maternal Vital: Wt-postPregnancy:0.079 Maternal Maternal Procedure History:96372-otherPregnancy:-0.074 Maternal Maternal Lab History: RBC-otherPregnancy:0.072 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.071 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.070 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 490 | OR_unadj: 0.715 [0.479 1.067] | indivs AUC:0.503 Correlated most with: Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:1.000 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.853 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.766 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:-0.588 Maternal Maternal Lab History: WBC-postPregnancy:0.474 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.419 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.344 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.297 Maternal Maternal Lab History: RBC-postPregnancy:-0.290 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:-0.248 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1057 | OR_unadj: 1.248 [0.940 1.656] | indivs AUC:0.485 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.999 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.466 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.465 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.360 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.360 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.255 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.254 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.241 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.239 Vital: Ht-avg10to13 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1381 | OR_unadj: 1.307 [0.998 1.712] | indivs AUC:0.544 Correlated most with: Maternal Vital: Ht-postPregnancy:0.122 Newborn Diagnosis:9ccs219:Low birth wt:-0.118 Maternal Diagnosis:9ccs185:Long pregncy:0.102 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.091 Maternal Vital: Ht-otherPregnancy:0.083 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.081 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.081 Maternal Vital: Wt-postPregnancy:0.080 Maternal Diagnosis:9ccs184:Early labor:-0.079 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.074 Maternal Maternal Lab History: RBC-postPregnancy | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 608 | OR_unadj: 1.228 [0.875 1.723] | indivs AUC:0.585 Correlated most with: Maternal Maternal Lab History: RBC-postPregnancy:1.000 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.728 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.623 Maternal Maternal Lab History: MCH-postPregnancy:-0.442 Maternal Maternal Lab History: MCV-postPregnancy:-0.421 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.316 Maternal Maternal Lab History: RBC-otherPregnancy:0.292 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.290 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.278 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.268 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 38 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.346 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.305 Maternal Maternal Lab History: ANION GAP-otherPregnancy:-0.226 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.208 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.199 Maternal Vital: BMI-postPregnancy:0.195 Maternal Maternal Lab History: ANION GAP-postPregnancy:-0.189 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.188 Maternal Vital: Ht Percentile-otherPregnancy:-0.188 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1057 | OR_unadj: 0.957 [0.702 1.304] | indivs AUC:0.506 Correlated most with: Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:1.000 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.997 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.914 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.912 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.721 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.719 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.713 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.711 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.709 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.708 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 222 | OR_unadj: 1.210 [0.748 1.956] | indivs AUC:0.521 Correlated most with: Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.345 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.345 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.297 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.269 Maternal Maternal Lab History: SODIUM-otherPregnancy:0.264 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.254 Maternal Maternal Lab History: ANION GAP-otherPregnancy:-0.253 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.210 Maternal Maternal Lab History: Alk Phos-otherPregnancy:-0.197 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1055 | OR_unadj: 1.063 [0.788 1.433] | indivs AUC:0.501 Correlated most with: Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:1.000 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.998 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.731 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.731 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.719 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.718 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.710 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.708 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.653 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.652 Vital: HR-avg13to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 363 | OR_unadj: 1.048 [0.669 1.642] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs140:Gastritis:0.111 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.096 Diagnosis:9ccs240:Burns:0.076 Diagnosis:9ccs168:PID:0.074 Maternal Maternal Lab History: HCG-postPregnancy:-0.070 Maternal Diagnosis:9ccs98:HTN:0.070 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.069 Diagnosis:9ccs10:Immuniz/scrn:0.068 Diagnosis:9ccs163:Other GU dx:0.068 Maternal Diagnosis:9ccs149:Biliary dx:0.067 Maternal Vital: Wt Change-postPregnancy | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 312 | OR_unadj: 0.820 [0.518 1.298] | indivs AUC:0.528 Correlated most with: Maternal Vital: Wt Change-postPregnancy:1.000 Maternal Maternal Procedure History:99000-postPregnancy:0.136 Maternal Maternal Procedure History:81000-postPregnancy:0.133 Maternal Vital: Ht-postPregnancy:0.126 Maternal Maternal Lab History: PH-otherPregnancy:-0.123 Maternal Maternal Lab History: ANION GAP-postPregnancy:-0.122 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.121 Maternal Maternal Procedure History:90656-otherPregnancy:0.118 Maternal Vital: Wt-postPregnancy:0.112 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.109 * Vital: Wt for Length ZScore-gain0to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.783 Correlated most with: Maternal Vital: Wt-postPregnancy:0.106 Diagnosis:9ccs126:Ot up rsp in:0.093 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.083 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.082 Maternal Vital: Temp-otherPregnancy:0.082 Maternal Vital: Wt-otherPregnancy:0.077 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071 Diagnosis:9ccs48:Thyroid dsor:-0.071 Number of Visits:0.070 Diagnosis:9ccs259:Unclassified:-0.067 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 255 | OR_unadj: 0.646 [0.350 1.193] | indivs AUC:0.484 Correlated most with: Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.184 Maternal Vital: Wt Percentile-otherPregnancy:0.183 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.162 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.150 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.146 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:0.139 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.137 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:-0.136 Maternal Maternal Procedure History:36416-postPregnancy:0.123 Maternal Diagnosis:9ccs181:Ot preg comp | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 487 | OR_unadj: 1.286 [0.968 1.709] | indivs AUC:0.523 Correlated most with: Maternal Diagnosis:9ccs181:Ot preg comp:1.000 Maternal Diagnosis:9ccs10:Immuniz/scrn:0.467 Maternal Diagnosis:9ccs59:Anemia:0.379 Maternal Diagnosis:9ccs128:Asthma:0.219 Maternal Diagnosis:9ccs60:Acut p-h anm:0.182 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.180 Maternal Diagnosis:9ccs7:Viral infect:0.144 Maternal Diagnosis:9ccs48:Thyroid dsor:0.139 Maternal Diagnosis:9ccs106:Dysrhythmia:0.128 Maternal Diagnosis:9ccs168:PID:0.128 Vital: Wt for Length ZScore-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1309 | OR_unadj: 1.211 [0.926 1.584] | indivs AUC:0.579 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.097 Diagnosis:9ccs219:Low birth wt:-0.096 Newborn Diagnosis:9ccs219:Low birth wt:-0.095 Maternal Diagnosis:9ccs184:Early labor:-0.091 Diagnosis:10ccs58:Ot nutrit dx:0.069 Diagnosis:9ccs222:Perint jaund:-0.067 Newborn Diagnosis:9ccs224:Ot perint dx:0.064 Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.063 Diagnosis:9ccs2603:E Codes: Fall:0.062 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.062 Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 446 | OR_unadj: 0.796 [0.581 1.090] | indivs AUC:0.428 Correlated most with: Diagnosis:9ccs155:Other GI dx:1.000 Number of Visits:0.304 Diagnosis:9ccs200:Oth skin dx:0.168 Diagnosis:9ccs7:Viral infect:0.153 Diagnosis:9ccs126:Ot up rsp in:0.144 Diagnosis:9ccs239:Superfic inj:0.136 Diagnosis:9ccs10:Immuniz/scrn:0.130 Diagnosis:9ccs250:Nausea/vomit:0.124 Diagnosis:9ccs133:Oth low resp:0.116 Diagnosis:9ccs91:Other eye dx:0.113 Vital: BMI Percentile-gain0to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 241 | OR_unadj: 1.517 [0.978 2.352] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs259:Unclassified:-0.114 Maternal Diagnosis:9ccs138:Esophgeal dx:-0.074 Diagnosis:9ccs58:Ot nutrit dx:0.073 Maternal Maternal Lab History: FASTING-postPregnancy:0.073 Diagnosis:9ccs215:gu cong anom:0.072 Diagnosis:9ccs240:Burns:-0.071 Diagnosis:9ccs250:Nausea/vomit:-0.069 Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.068 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.065 Diagnosis:9ccs48:Thyroid dsor:-0.063 Vital: HC-gain7to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1298 | OR_unadj: 1.240 [0.922 1.668] | indivs AUC:0.586 Correlated most with: Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.082 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.073 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.072 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.071 Diagnosis:9ccs10:Immuniz/scrn:-0.069 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.069 Maternal Diagnosis:9ccs238:Complic proc:-0.067 Diagnosis:9ccs251:Abdomnl pain:0.066 Maternal Maternal Procedure History:97140-postPregnancy:-0.065 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:-0.065 Vital : 0.60802824147 Maternal Vital : 0.0127859550142 Maternal Diagnosis : 0.0115128263519 Census : 0.00786970118781 Number of Visits : -0.00312284784184 MatDeliveryAge : 0.00189838660518 Maternal Maternal Lab History : 0.00134859284105 Maternal Maternal Procedure History : -0.00227811551013 Diagnosis : -0.000413417237521 Maternal Maternal Diagnosis : -0.00213010788246 Newborn Diagnosis : 0.000595896652857 Time to run analysis 0:00:44.455859 Total Time elapsed 14:56:04.839343 ----------------------------------------------------- girls min_5 full randomforest regression Running batch 1 of 7 with 16 nodes Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.263 Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.866, R^2 test: 0.275 Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.759, R^2 test: 0.266 Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.690, R^2 test: 0.264 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.971, Explained Variance Score Train: 0.759 AUC Validation: 0.813, Explained Variance Score Validation: 0.270 AUC Test: 0.793, Explained Variance Score Test: 0.292 Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.915, R^2 test: 0.347 Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.892, R^2 test: 0.348 Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.771, R^2 test: 0.334 Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.702, R^2 test: 0.317 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.947, Explained Variance Score Train: 0.771 AUC Validation: 0.728, Explained Variance Score Validation: 0.335 AUC Test: 0.800, Explained Variance Score Test: 0.351 Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.904, R^2 test: 0.210 Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.853, R^2 test: 0.228 Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.725, R^2 test: 0.220 Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.659, R^2 test: 0.219 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.966, Explained Variance Score Train: 0.725 AUC Validation: 0.723, Explained Variance Score Validation: 0.229 AUC Test: 0.822, Explained Variance Score Test: 0.343 Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.246 Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.840, R^2 test: 0.246 Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.703, R^2 test: 0.252 Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.636, R^2 test: 0.242 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.994, Explained Variance Score Train: 0.840 AUC Validation: 0.670, Explained Variance Score Validation: 0.250 AUC Test: 0.790, Explained Variance Score Test: 0.333 Bootstrap CV 10, alpha = (3000, 2, 1), R^2 train: 0.898, R^2 test: 0.220 Bootstrap CV 10, alpha = (3000, 2, 2), R^2 train: 0.869, R^2 test: 0.218 Bootstrap CV 10, alpha = (3000, 2, 5), R^2 train: 0.749, R^2 test: 0.191 Bootstrap CV 10, alpha = (3000, 2, 7), R^2 train: 0.679, R^2 test: 0.181 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.970, Explained Variance Score Train: 0.749 AUC Validation: 0.792, Explained Variance Score Validation: 0.200 AUC Test: 0.794, Explained Variance Score Test: 0.270 Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.906, R^2 test: 0.314 Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.876, R^2 test: 0.308 Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.740, R^2 test: 0.311 Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.668, R^2 test: 0.302 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.987, Explained Variance Score Train: 0.876 AUC Validation: 0.746, Explained Variance Score Validation: 0.318 AUC Test: 0.804, Explained Variance Score Test: 0.374 Bootstrap CV 12, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.278 Bootstrap CV 12, alpha = (3000, 2, 2), R^2 train: 0.837, R^2 test: 0.287 Bootstrap CV 12, alpha = (3000, 2, 5), R^2 train: 0.687, R^2 test: 0.303 Bootstrap CV 12, alpha = (3000, 2, 7), R^2 train: 0.629, R^2 test: 0.302 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.985, Explained Variance Score Train: 0.837 AUC Validation: 0.810, Explained Variance Score Validation: 0.288 AUC Test: 0.797, Explained Variance Score Test: 0.316 Bootstrap CV 15, alpha = (3000, 2, 1), R^2 train: 0.893, R^2 test: 0.367 Bootstrap CV 15, alpha = (3000, 2, 2), R^2 train: 0.804, R^2 test: 0.392 Bootstrap CV 15, alpha = (3000, 2, 5), R^2 train: 0.648, R^2 test: 0.351 Bootstrap CV 15, alpha = (3000, 2, 7), R^2 train: 0.578, R^2 test: 0.347 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.968, Explained Variance Score Train: 0.648 AUC Validation: 0.767, Explained Variance Score Validation: 0.355 AUC Test: 0.808, Explained Variance Score Test: 0.345 Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.914, R^2 test: 0.250 Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.886, R^2 test: 0.260 Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.766, R^2 test: 0.260 Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.690, R^2 test: 0.268 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.969, Explained Variance Score Train: 0.766 AUC Validation: 0.754, Explained Variance Score Validation: 0.267 AUC Test: 0.811, Explained Variance Score Test: 0.364 Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.899, R^2 test: 0.186 Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.861, R^2 test: 0.207 Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.734, R^2 test: 0.185 Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.657, R^2 test: 0.187 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.985, Explained Variance Score Train: 0.899 AUC Validation: 0.696, Explained Variance Score Validation: 0.200 AUC Test: 0.796, Explained Variance Score Test: 0.331 Bootstrap CV 11, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.274 Bootstrap CV 11, alpha = (3000, 2, 2), R^2 train: 0.857, R^2 test: 0.304 Bootstrap CV 11, alpha = (3000, 2, 5), R^2 train: 0.734, R^2 test: 0.302 Bootstrap CV 11, alpha = (3000, 2, 7), R^2 train: 0.664, R^2 test: 0.306 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.993, Explained Variance Score Train: 0.857 AUC Validation: 0.770, Explained Variance Score Validation: 0.323 AUC Test: 0.778, Explained Variance Score Test: 0.297 Bootstrap CV 14, alpha = (3000, 2, 1), R^2 train: 0.883, R^2 test: 0.183 Bootstrap CV 14, alpha = (3000, 2, 2), R^2 train: 0.833, R^2 test: 0.184 Bootstrap CV 14, alpha = (3000, 2, 5), R^2 train: 0.687, R^2 test: 0.234 Bootstrap CV 14, alpha = (3000, 2, 7), R^2 train: 0.617, R^2 test: 0.245 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.986, Explained Variance Score Train: 0.883 AUC Validation: 0.737, Explained Variance Score Validation: 0.216 AUC Test: 0.795, Explained Variance Score Test: 0.302 Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.899, R^2 test: 0.264 Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.862, R^2 test: 0.237 Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.731, R^2 test: 0.256 Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.659, R^2 test: 0.264 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.994, Explained Variance Score Train: 0.899 AUC Validation: 0.734, Explained Variance Score Validation: 0.272 AUC Test: 0.796, Explained Variance Score Test: 0.313 Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.905, R^2 test: 0.052 Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.867, R^2 test: 0.071 Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.729, R^2 test: 0.068 Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.661, R^2 test: 0.069 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.994, Explained Variance Score Train: 0.867 AUC Validation: 0.692, Explained Variance Score Validation: 0.081 AUC Test: 0.783, Explained Variance Score Test: 0.312 Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.229 Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.846, R^2 test: 0.215 Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.704, R^2 test: 0.206 Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.625, R^2 test: 0.200 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.991, Explained Variance Score Train: 0.846 AUC Validation: 0.786, Explained Variance Score Validation: 0.216 AUC Test: 0.795, Explained Variance Score Test: 0.261 Bootstrap CV 13, alpha = (3000, 2, 1), R^2 train: 0.888, R^2 test: 0.229 Bootstrap CV 13, alpha = (3000, 2, 2), R^2 train: 0.807, R^2 test: 0.192 Bootstrap CV 13, alpha = (3000, 2, 5), R^2 train: 0.601, R^2 test: 0.168 Bootstrap CV 13, alpha = (3000, 2, 7), R^2 train: 0.535, R^2 test: 0.183 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.992, Explained Variance Score Train: 0.807 AUC Validation: 0.759, Explained Variance Score Validation: 0.220 AUC Test: 0.775, Explained Variance Score Test: 0.321 Running batch 2 of 7 with 16 nodes Bootstrap CV 26, alpha = (3000, 2, 1), R^2 train: 0.888, R^2 test: 0.257 Bootstrap CV 26, alpha = (3000, 2, 2), R^2 train: 0.838, R^2 test: 0.236 Bootstrap CV 26, alpha = (3000, 2, 5), R^2 train: 0.690, R^2 test: 0.241 Bootstrap CV 26, alpha = (3000, 2, 7), R^2 train: 0.620, R^2 test: 0.247 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.943, Explained Variance Score Train: 0.620 AUC Validation: 0.755, Explained Variance Score Validation: 0.248 AUC Test: 0.796, Explained Variance Score Test: 0.282 Bootstrap CV 22, alpha = (3000, 2, 1), R^2 train: 0.889, R^2 test: 0.305 Bootstrap CV 22, alpha = (3000, 2, 2), R^2 train: 0.851, R^2 test: 0.297 Bootstrap CV 22, alpha = (3000, 2, 5), R^2 train: 0.692, R^2 test: 0.391 Bootstrap CV 22, alpha = (3000, 2, 7), R^2 train: 0.606, R^2 test: 0.418 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.945, Explained Variance Score Train: 0.606 AUC Validation: 0.862, Explained Variance Score Validation: 0.418 AUC Test: 0.795, Explained Variance Score Test: 0.271 Bootstrap CV 25, alpha = (3000, 2, 1), R^2 train: 0.890, R^2 test: 0.140 Bootstrap CV 25, alpha = (3000, 2, 2), R^2 train: 0.849, R^2 test: 0.129 Bootstrap CV 25, alpha = (3000, 2, 5), R^2 train: 0.717, R^2 test: 0.139 Bootstrap CV 25, alpha = (3000, 2, 7), R^2 train: 0.646, R^2 test: 0.145 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.969, Explained Variance Score Train: 0.718 AUC Validation: 0.699, Explained Variance Score Validation: 0.139 AUC Test: 0.816, Explained Variance Score Test: 0.326 Bootstrap CV 28, alpha = (3000, 2, 1), R^2 train: 0.902, R^2 test: 0.331 Bootstrap CV 28, alpha = (3000, 2, 2), R^2 train: 0.866, R^2 test: 0.332 Bootstrap CV 28, alpha = (3000, 2, 5), R^2 train: 0.727, R^2 test: 0.330 Bootstrap CV 28, alpha = (3000, 2, 7), R^2 train: 0.652, R^2 test: 0.320 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.995, Explained Variance Score Train: 0.866 AUC Validation: 0.759, Explained Variance Score Validation: 0.337 AUC Test: 0.798, Explained Variance Score Test: 0.316 Bootstrap CV 29, alpha = (3000, 2, 1), R^2 train: 0.904, R^2 test: 0.284 Bootstrap CV 29, alpha = (3000, 2, 2), R^2 train: 0.855, R^2 test: 0.283 Bootstrap CV 29, alpha = (3000, 2, 5), R^2 train: 0.713, R^2 test: 0.287 Bootstrap CV 29, alpha = (3000, 2, 7), R^2 train: 0.645, R^2 test: 0.263 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.992, Explained Variance Score Train: 0.855 AUC Validation: 0.729, Explained Variance Score Validation: 0.286 AUC Test: 0.792, Explained Variance Score Test: 0.313 Bootstrap CV 20, alpha = (3000, 2, 1), R^2 train: 0.901, R^2 test: 0.182 Bootstrap CV 20, alpha = (3000, 2, 2), R^2 train: 0.873, R^2 test: 0.182 Bootstrap CV 20, alpha = (3000, 2, 5), R^2 train: 0.746, R^2 test: 0.216 Bootstrap CV 20, alpha = (3000, 2, 7), R^2 train: 0.678, R^2 test: 0.230 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.950, Explained Variance Score Train: 0.678 AUC Validation: 0.775, Explained Variance Score Validation: 0.230 AUC Test: 0.795, Explained Variance Score Test: 0.300 Bootstrap CV 21, alpha = (3000, 2, 1), R^2 train: 0.914, R^2 test: 0.060 Bootstrap CV 21, alpha = (3000, 2, 2), R^2 train: 0.848, R^2 test: 0.053 Bootstrap CV 21, alpha = (3000, 2, 5), R^2 train: 0.685, R^2 test: 0.050 Bootstrap CV 21, alpha = (3000, 2, 7), R^2 train: 0.611, R^2 test: 0.030 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.995, Explained Variance Score Train: 0.914 AUC Validation: 0.727, Explained Variance Score Validation: 0.061 AUC Test: 0.814, Explained Variance Score Test: 0.371 Bootstrap CV 19, alpha = (3000, 2, 1), R^2 train: 0.911, R^2 test: 0.091 Bootstrap CV 19, alpha = (3000, 2, 2), R^2 train: 0.844, R^2 test: 0.079 Bootstrap CV 19, alpha = (3000, 2, 5), R^2 train: 0.708, R^2 test: 0.055 Bootstrap CV 19, alpha = (3000, 2, 7), R^2 train: 0.622, R^2 test: 0.097 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.955, Explained Variance Score Train: 0.708 AUC Validation: 0.718, Explained Variance Score Validation: 0.066 AUC Test: 0.804, Explained Variance Score Test: 0.355 Bootstrap CV 18, alpha = (3000, 2, 1), R^2 train: 0.889, R^2 test: 0.057 Bootstrap CV 18, alpha = (3000, 2, 2), R^2 train: 0.823, R^2 test: 0.097 Bootstrap CV 18, alpha = (3000, 2, 5), R^2 train: 0.642, R^2 test: 0.128 Bootstrap CV 18, alpha = (3000, 2, 7), R^2 train: 0.561, R^2 test: 0.131 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.957, Explained Variance Score Train: 0.642 AUC Validation: 0.829, Explained Variance Score Validation: 0.161 AUC Test: 0.821, Explained Variance Score Test: 0.384 Bootstrap CV 16, alpha = (3000, 2, 1), R^2 train: 0.893, R^2 test: 0.311 Bootstrap CV 16, alpha = (3000, 2, 2), R^2 train: 0.849, R^2 test: 0.325 Bootstrap CV 16, alpha = (3000, 2, 5), R^2 train: 0.719, R^2 test: 0.307 Bootstrap CV 16, alpha = (3000, 2, 7), R^2 train: 0.648, R^2 test: 0.296 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.973, Explained Variance Score Train: 0.719 AUC Validation: 0.790, Explained Variance Score Validation: 0.308 AUC Test: 0.787, Explained Variance Score Test: 0.301 Bootstrap CV 17, alpha = (3000, 2, 1), R^2 train: 0.879, R^2 test: 0.212 Bootstrap CV 17, alpha = (3000, 2, 2), R^2 train: 0.839, R^2 test: 0.201 Bootstrap CV 17, alpha = (3000, 2, 5), R^2 train: 0.700, R^2 test: 0.197 Bootstrap CV 17, alpha = (3000, 2, 7), R^2 train: 0.629, R^2 test: 0.195 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.992, Explained Variance Score Train: 0.839 AUC Validation: 0.769, Explained Variance Score Validation: 0.238 AUC Test: 0.808, Explained Variance Score Test: 0.361 Bootstrap CV 27, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.226 Bootstrap CV 27, alpha = (3000, 2, 2), R^2 train: 0.851, R^2 test: 0.283 Bootstrap CV 27, alpha = (3000, 2, 5), R^2 train: 0.717, R^2 test: 0.326 Bootstrap CV 27, alpha = (3000, 2, 7), R^2 train: 0.645, R^2 test: 0.329 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.953, Explained Variance Score Train: 0.717 AUC Validation: 0.867, Explained Variance Score Validation: 0.344 AUC Test: 0.796, Explained Variance Score Test: 0.302 Bootstrap CV 23, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.226 Bootstrap CV 23, alpha = (3000, 2, 2), R^2 train: 0.851, R^2 test: 0.246 Bootstrap CV 23, alpha = (3000, 2, 5), R^2 train: 0.702, R^2 test: 0.244 Bootstrap CV 23, alpha = (3000, 2, 7), R^2 train: 0.632, R^2 test: 0.259 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.994, Explained Variance Score Train: 0.851 AUC Validation: 0.738, Explained Variance Score Validation: 0.246 AUC Test: 0.796, Explained Variance Score Test: 0.332 Bootstrap CV 24, alpha = (3000, 2, 1), R^2 train: 0.904, R^2 test: 0.172 Bootstrap CV 24, alpha = (3000, 2, 2), R^2 train: 0.838, R^2 test: 0.224 Bootstrap CV 24, alpha = (3000, 2, 5), R^2 train: 0.703, R^2 test: 0.103 Bootstrap CV 24, alpha = (3000, 2, 7), R^2 train: 0.637, R^2 test: 0.074 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.986, Explained Variance Score Train: 0.838 AUC Validation: 0.783, Explained Variance Score Validation: 0.225 AUC Test: 0.808, Explained Variance Score Test: 0.311 Bootstrap CV 30, alpha = (3000, 2, 1), R^2 train: 0.888, R^2 test: 0.202 Bootstrap CV 30, alpha = (3000, 2, 2), R^2 train: 0.849, R^2 test: 0.210 Bootstrap CV 30, alpha = (3000, 2, 5), R^2 train: 0.694, R^2 test: 0.241 Bootstrap CV 30, alpha = (3000, 2, 7), R^2 train: 0.617, R^2 test: 0.246 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.992, Explained Variance Score Train: 0.888 AUC Validation: 0.655, Explained Variance Score Validation: 0.202 AUC Test: 0.786, Explained Variance Score Test: 0.316 Bootstrap CV 31, alpha = (3000, 2, 1), R^2 train: 0.901, R^2 test: 0.251 Bootstrap CV 31, alpha = (3000, 2, 2), R^2 train: 0.834, R^2 test: 0.300 Bootstrap CV 31, alpha = (3000, 2, 5), R^2 train: 0.664, R^2 test: 0.314 Bootstrap CV 31, alpha = (3000, 2, 7), R^2 train: 0.585, R^2 test: 0.330 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.989, Explained Variance Score Train: 0.834 AUC Validation: 0.798, Explained Variance Score Validation: 0.328 AUC Test: 0.790, Explained Variance Score Test: 0.363 Running batch 3 of 7 with 16 nodes Bootstrap CV 42, alpha = (3000, 2, 1), R^2 train: 0.903, R^2 test: 0.197 Bootstrap CV 42, alpha = (3000, 2, 2), R^2 train: 0.864, R^2 test: 0.203 Bootstrap CV 42, alpha = (3000, 2, 5), R^2 train: 0.721, R^2 test: 0.267 Bootstrap CV 42, alpha = (3000, 2, 7), R^2 train: 0.648, R^2 test: 0.261 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.964, Explained Variance Score Train: 0.721 AUC Validation: 0.708, Explained Variance Score Validation: 0.270 AUC Test: 0.828, Explained Variance Score Test: 0.353 Bootstrap CV 40, alpha = (3000, 2, 1), R^2 train: 0.902, R^2 test: 0.267 Bootstrap CV 40, alpha = (3000, 2, 2), R^2 train: 0.857, R^2 test: 0.273 Bootstrap CV 40, alpha = (3000, 2, 5), R^2 train: 0.714, R^2 test: 0.285 Bootstrap CV 40, alpha = (3000, 2, 7), R^2 train: 0.637, R^2 test: 0.293 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.959, Explained Variance Score Train: 0.714 AUC Validation: 0.836, Explained Variance Score Validation: 0.286 AUC Test: 0.820, Explained Variance Score Test: 0.373 Bootstrap CV 32, alpha = (3000, 2, 1), R^2 train: 0.889, R^2 test: 0.188 Bootstrap CV 32, alpha = (3000, 2, 2), R^2 train: 0.832, R^2 test: 0.180 Bootstrap CV 32, alpha = (3000, 2, 5), R^2 train: 0.683, R^2 test: 0.178 Bootstrap CV 32, alpha = (3000, 2, 7), R^2 train: 0.605, R^2 test: 0.163 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.966, Explained Variance Score Train: 0.683 AUC Validation: 0.614, Explained Variance Score Validation: 0.178 AUC Test: 0.814, Explained Variance Score Test: 0.314 Bootstrap CV 47, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.411 Bootstrap CV 47, alpha = (3000, 2, 2), R^2 train: 0.842, R^2 test: 0.430 Bootstrap CV 47, alpha = (3000, 2, 5), R^2 train: 0.681, R^2 test: 0.422 Bootstrap CV 47, alpha = (3000, 2, 7), R^2 train: 0.617, R^2 test: 0.404 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.976, Explained Variance Score Train: 0.842 AUC Validation: 0.814, Explained Variance Score Validation: 0.432 AUC Test: 0.787, Explained Variance Score Test: 0.319 Bootstrap CV 35, alpha = (3000, 2, 1), R^2 train: 0.885, R^2 test: 0.292 Bootstrap CV 35, alpha = (3000, 2, 2), R^2 train: 0.842, R^2 test: 0.293 Bootstrap CV 35, alpha = (3000, 2, 5), R^2 train: 0.695, R^2 test: 0.293 Bootstrap CV 35, alpha = (3000, 2, 7), R^2 train: 0.618, R^2 test: 0.289 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.978, Explained Variance Score Train: 0.695 AUC Validation: 0.805, Explained Variance Score Validation: 0.321 AUC Test: 0.796, Explained Variance Score Test: 0.332 Bootstrap CV 44, alpha = (3000, 2, 1), R^2 train: 0.887, R^2 test: 0.201 Bootstrap CV 44, alpha = (3000, 2, 2), R^2 train: 0.832, R^2 test: 0.214 Bootstrap CV 44, alpha = (3000, 2, 5), R^2 train: 0.686, R^2 test: 0.253 Bootstrap CV 44, alpha = (3000, 2, 7), R^2 train: 0.609, R^2 test: 0.258 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.959, Explained Variance Score Train: 0.686 AUC Validation: 0.808, Explained Variance Score Validation: 0.272 AUC Test: 0.787, Explained Variance Score Test: 0.301 Bootstrap CV 33, alpha = (3000, 2, 1), R^2 train: 0.899, R^2 test: 0.121 Bootstrap CV 33, alpha = (3000, 2, 2), R^2 train: 0.839, R^2 test: 0.172 Bootstrap CV 33, alpha = (3000, 2, 5), R^2 train: 0.705, R^2 test: 0.146 Bootstrap CV 33, alpha = (3000, 2, 7), R^2 train: 0.641, R^2 test: 0.153 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.983, Explained Variance Score Train: 0.839 AUC Validation: 0.757, Explained Variance Score Validation: 0.172 AUC Test: 0.803, Explained Variance Score Test: 0.359 Bootstrap CV 34, alpha = (3000, 2, 1), R^2 train: 0.906, R^2 test: 0.337 Bootstrap CV 34, alpha = (3000, 2, 2), R^2 train: 0.845, R^2 test: 0.348 Bootstrap CV 34, alpha = (3000, 2, 5), R^2 train: 0.701, R^2 test: 0.355 Bootstrap CV 34, alpha = (3000, 2, 7), R^2 train: 0.634, R^2 test: 0.331 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.995, Explained Variance Score Train: 0.906 AUC Validation: 0.718, Explained Variance Score Validation: 0.347 AUC Test: 0.794, Explained Variance Score Test: 0.351 Bootstrap CV 45, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.438 Bootstrap CV 45, alpha = (3000, 2, 2), R^2 train: 0.850, R^2 test: 0.439 Bootstrap CV 45, alpha = (3000, 2, 5), R^2 train: 0.711, R^2 test: 0.399 Bootstrap CV 45, alpha = (3000, 2, 7), R^2 train: 0.640, R^2 test: 0.363 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.942, Explained Variance Score Train: 0.711 AUC Validation: 0.831, Explained Variance Score Validation: 0.401 AUC Test: 0.803, Explained Variance Score Test: 0.348 Bootstrap CV 36, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.308 Bootstrap CV 36, alpha = (3000, 2, 2), R^2 train: 0.807, R^2 test: 0.301 Bootstrap CV 36, alpha = (3000, 2, 5), R^2 train: 0.624, R^2 test: 0.302 Bootstrap CV 36, alpha = (3000, 2, 7), R^2 train: 0.558, R^2 test: 0.285 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.931, Explained Variance Score Train: 0.558 AUC Validation: 0.829, Explained Variance Score Validation: 0.291 AUC Test: 0.808, Explained Variance Score Test: 0.330 Bootstrap CV 38, alpha = (3000, 2, 1), R^2 train: 0.905, R^2 test: 0.186 Bootstrap CV 38, alpha = (3000, 2, 2), R^2 train: 0.875, R^2 test: 0.184 Bootstrap CV 38, alpha = (3000, 2, 5), R^2 train: 0.750, R^2 test: 0.191 Bootstrap CV 38, alpha = (3000, 2, 7), R^2 train: 0.680, R^2 test: 0.193 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.993, Explained Variance Score Train: 0.905 AUC Validation: 0.742, Explained Variance Score Validation: 0.208 AUC Test: 0.797, Explained Variance Score Test: 0.334 Bootstrap CV 37, alpha = (3000, 2, 1), R^2 train: 0.915, R^2 test: 0.435 Bootstrap CV 37, alpha = (3000, 2, 2), R^2 train: 0.883, R^2 test: 0.455 Bootstrap CV 37, alpha = (3000, 2, 5), R^2 train: 0.767, R^2 test: 0.463 Bootstrap CV 37, alpha = (3000, 2, 7), R^2 train: 0.706, R^2 test: 0.452 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.970, Explained Variance Score Train: 0.767 AUC Validation: 0.858, Explained Variance Score Validation: 0.464 AUC Test: 0.819, Explained Variance Score Test: 0.344 Bootstrap CV 41, alpha = (3000, 2, 1), R^2 train: 0.906, R^2 test: 0.265 Bootstrap CV 41, alpha = (3000, 2, 2), R^2 train: 0.871, R^2 test: 0.262 Bootstrap CV 41, alpha = (3000, 2, 5), R^2 train: 0.739, R^2 test: 0.284 Bootstrap CV 41, alpha = (3000, 2, 7), R^2 train: 0.675, R^2 test: 0.287 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.986, Explained Variance Score Train: 0.871 AUC Validation: 0.839, Explained Variance Score Validation: 0.287 AUC Test: 0.805, Explained Variance Score Test: 0.343 Bootstrap CV 46, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.268 Bootstrap CV 46, alpha = (3000, 2, 2), R^2 train: 0.827, R^2 test: 0.261 Bootstrap CV 46, alpha = (3000, 2, 5), R^2 train: 0.653, R^2 test: 0.243 Bootstrap CV 46, alpha = (3000, 2, 7), R^2 train: 0.586, R^2 test: 0.228 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.953, Explained Variance Score Train: 0.653 AUC Validation: 0.757, Explained Variance Score Validation: 0.244 AUC Test: 0.817, Explained Variance Score Test: 0.334 Bootstrap CV 43, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.308 Bootstrap CV 43, alpha = (3000, 2, 2), R^2 train: 0.851, R^2 test: 0.316 Bootstrap CV 43, alpha = (3000, 2, 5), R^2 train: 0.707, R^2 test: 0.366 Bootstrap CV 43, alpha = (3000, 2, 7), R^2 train: 0.635, R^2 test: 0.397 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.988, Explained Variance Score Train: 0.851 AUC Validation: 0.835, Explained Variance Score Validation: 0.356 AUC Test: 0.777, Explained Variance Score Test: 0.347 Bootstrap CV 39, alpha = (3000, 2, 1), R^2 train: 0.900, R^2 test: 0.360 Bootstrap CV 39, alpha = (3000, 2, 2), R^2 train: 0.876, R^2 test: 0.356 Bootstrap CV 39, alpha = (3000, 2, 5), R^2 train: 0.744, R^2 test: 0.341 Bootstrap CV 39, alpha = (3000, 2, 7), R^2 train: 0.672, R^2 test: 0.344 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.985, Explained Variance Score Train: 0.900 AUC Validation: 0.873, Explained Variance Score Validation: 0.361 AUC Test: 0.830, Explained Variance Score Test: 0.368 Running batch 4 of 7 with 16 nodes Bootstrap CV 50, alpha = (3000, 2, 1), R^2 train: 0.900, R^2 test: 0.217 Bootstrap CV 50, alpha = (3000, 2, 2), R^2 train: 0.831, R^2 test: 0.220 Bootstrap CV 50, alpha = (3000, 2, 5), R^2 train: 0.694, R^2 test: 0.252 Bootstrap CV 50, alpha = (3000, 2, 7), R^2 train: 0.625, R^2 test: 0.257 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.927, Explained Variance Score Train: 0.625 AUC Validation: 0.791, Explained Variance Score Validation: 0.260 AUC Test: 0.794, Explained Variance Score Test: 0.300 Bootstrap CV 54, alpha = (3000, 2, 1), R^2 train: 0.919, R^2 test: 0.181 Bootstrap CV 54, alpha = (3000, 2, 2), R^2 train: 0.897, R^2 test: 0.189 Bootstrap CV 54, alpha = (3000, 2, 5), R^2 train: 0.800, R^2 test: 0.181 Bootstrap CV 54, alpha = (3000, 2, 7), R^2 train: 0.731, R^2 test: 0.171 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.980, Explained Variance Score Train: 0.897 AUC Validation: 0.703, Explained Variance Score Validation: 0.199 AUC Test: 0.821, Explained Variance Score Test: 0.334 Bootstrap CV 48, alpha = (3000, 2, 1), R^2 train: 0.904, R^2 test: 0.217 Bootstrap CV 48, alpha = (3000, 2, 2), R^2 train: 0.848, R^2 test: 0.210 Bootstrap CV 48, alpha = (3000, 2, 5), R^2 train: 0.705, R^2 test: 0.190 Bootstrap CV 48, alpha = (3000, 2, 7), R^2 train: 0.635, R^2 test: 0.173 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.986, Explained Variance Score Train: 0.705 AUC Validation: 0.692, Explained Variance Score Validation: 0.192 AUC Test: 0.796, Explained Variance Score Test: 0.314 Bootstrap CV 63, alpha = (3000, 2, 1), R^2 train: 0.904, R^2 test: 0.300 Bootstrap CV 63, alpha = (3000, 2, 2), R^2 train: 0.868, R^2 test: 0.299 Bootstrap CV 63, alpha = (3000, 2, 5), R^2 train: 0.737, R^2 test: 0.344 Bootstrap CV 63, alpha = (3000, 2, 7), R^2 train: 0.667, R^2 test: 0.355 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.990, Explained Variance Score Train: 0.868 AUC Validation: 0.738, Explained Variance Score Validation: 0.300 AUC Test: 0.794, Explained Variance Score Test: 0.345 Bootstrap CV 59, alpha = (3000, 2, 1), R^2 train: 0.905, R^2 test: 0.020 Bootstrap CV 59, alpha = (3000, 2, 2), R^2 train: 0.870, R^2 test: 0.035 Bootstrap CV 59, alpha = (3000, 2, 5), R^2 train: 0.745, R^2 test: 0.016 Bootstrap CV 59, alpha = (3000, 2, 7), R^2 train: 0.681, R^2 test: 0.021 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.991, Explained Variance Score Train: 0.870 AUC Validation: 0.654, Explained Variance Score Validation: 0.102 AUC Test: 0.816, Explained Variance Score Test: 0.337 Bootstrap CV 60, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.015 Bootstrap CV 60, alpha = (3000, 2, 2), R^2 train: 0.863, R^2 test: 0.028 Bootstrap CV 60, alpha = (3000, 2, 5), R^2 train: 0.714, R^2 test: 0.092 Bootstrap CV 60, alpha = (3000, 2, 7), R^2 train: 0.636, R^2 test: 0.130 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.947, Explained Variance Score Train: 0.714 AUC Validation: 0.758, Explained Variance Score Validation: 0.092 AUC Test: 0.821, Explained Variance Score Test: 0.348 Bootstrap CV 56, alpha = (3000, 2, 1), R^2 train: 0.903, R^2 test: 0.284 Bootstrap CV 56, alpha = (3000, 2, 2), R^2 train: 0.874, R^2 test: 0.275 Bootstrap CV 56, alpha = (3000, 2, 5), R^2 train: 0.744, R^2 test: 0.282 Bootstrap CV 56, alpha = (3000, 2, 7), R^2 train: 0.668, R^2 test: 0.275 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.987, Explained Variance Score Train: 0.903 AUC Validation: 0.737, Explained Variance Score Validation: 0.292 AUC Test: 0.802, Explained Variance Score Test: 0.334 Bootstrap CV 52, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.236 Bootstrap CV 52, alpha = (3000, 2, 2), R^2 train: 0.835, R^2 test: 0.303 Bootstrap CV 52, alpha = (3000, 2, 5), R^2 train: 0.694, R^2 test: 0.341 Bootstrap CV 52, alpha = (3000, 2, 7), R^2 train: 0.627, R^2 test: 0.338 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.984, Explained Variance Score Train: 0.835 AUC Validation: 0.859, Explained Variance Score Validation: 0.313 AUC Test: 0.815, Explained Variance Score Test: 0.355 Bootstrap CV 49, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.307 Bootstrap CV 49, alpha = (3000, 2, 2), R^2 train: 0.831, R^2 test: 0.309 Bootstrap CV 49, alpha = (3000, 2, 5), R^2 train: 0.676, R^2 test: 0.291 Bootstrap CV 49, alpha = (3000, 2, 7), R^2 train: 0.606, R^2 test: 0.328 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.942, Explained Variance Score Train: 0.606 AUC Validation: 0.727, Explained Variance Score Validation: 0.336 AUC Test: 0.801, Explained Variance Score Test: 0.330 Bootstrap CV 51, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.185 Bootstrap CV 51, alpha = (3000, 2, 2), R^2 train: 0.859, R^2 test: 0.195 Bootstrap CV 51, alpha = (3000, 2, 5), R^2 train: 0.727, R^2 test: 0.262 Bootstrap CV 51, alpha = (3000, 2, 7), R^2 train: 0.660, R^2 test: 0.277 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.982, Explained Variance Score Train: 0.859 AUC Validation: 0.702, Explained Variance Score Validation: 0.197 AUC Test: 0.808, Explained Variance Score Test: 0.378 Bootstrap CV 55, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.179 Bootstrap CV 55, alpha = (3000, 2, 2), R^2 train: 0.850, R^2 test: 0.181 Bootstrap CV 55, alpha = (3000, 2, 5), R^2 train: 0.716, R^2 test: 0.209 Bootstrap CV 55, alpha = (3000, 2, 7), R^2 train: 0.646, R^2 test: 0.218 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.971, Explained Variance Score Train: 0.716 AUC Validation: 0.771, Explained Variance Score Validation: 0.209 AUC Test: 0.810, Explained Variance Score Test: 0.314 Bootstrap CV 61, alpha = (3000, 2, 1), R^2 train: 0.888, R^2 test: 0.340 Bootstrap CV 61, alpha = (3000, 2, 2), R^2 train: 0.843, R^2 test: 0.338 Bootstrap CV 61, alpha = (3000, 2, 5), R^2 train: 0.689, R^2 test: 0.380 Bootstrap CV 61, alpha = (3000, 2, 7), R^2 train: 0.598, R^2 test: 0.390 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.982, Explained Variance Score Train: 0.843 AUC Validation: 0.764, Explained Variance Score Validation: 0.340 AUC Test: 0.830, Explained Variance Score Test: 0.331 Bootstrap CV 62, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.200 Bootstrap CV 62, alpha = (3000, 2, 2), R^2 train: 0.843, R^2 test: 0.188 Bootstrap CV 62, alpha = (3000, 2, 5), R^2 train: 0.706, R^2 test: 0.183 Bootstrap CV 62, alpha = (3000, 2, 7), R^2 train: 0.629, R^2 test: 0.232 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.966, Explained Variance Score Train: 0.706 AUC Validation: 0.771, Explained Variance Score Validation: 0.183 AUC Test: 0.810, Explained Variance Score Test: 0.344 Bootstrap CV 57, alpha = (3000, 2, 1), R^2 train: 0.887, R^2 test: 0.254 Bootstrap CV 57, alpha = (3000, 2, 2), R^2 train: 0.853, R^2 test: 0.258 Bootstrap CV 57, alpha = (3000, 2, 5), R^2 train: 0.695, R^2 test: 0.261 Bootstrap CV 57, alpha = (3000, 2, 7), R^2 train: 0.609, R^2 test: 0.270 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.925, Explained Variance Score Train: 0.695 AUC Validation: 0.868, Explained Variance Score Validation: 0.279 AUC Test: 0.801, Explained Variance Score Test: 0.308 Bootstrap CV 58, alpha = (3000, 2, 1), R^2 train: 0.879, R^2 test: 0.116 Bootstrap CV 58, alpha = (3000, 2, 2), R^2 train: 0.810, R^2 test: 0.222 Bootstrap CV 58, alpha = (3000, 2, 5), R^2 train: 0.658, R^2 test: 0.271 Bootstrap CV 58, alpha = (3000, 2, 7), R^2 train: 0.577, R^2 test: 0.261 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.988, Explained Variance Score Train: 0.810 AUC Validation: 0.717, Explained Variance Score Validation: 0.223 AUC Test: 0.817, Explained Variance Score Test: 0.347 Bootstrap CV 53, alpha = (3000, 2, 1), R^2 train: 0.889, R^2 test: 0.259 Bootstrap CV 53, alpha = (3000, 2, 2), R^2 train: 0.818, R^2 test: 0.262 Bootstrap CV 53, alpha = (3000, 2, 5), R^2 train: 0.630, R^2 test: 0.252 Bootstrap CV 53, alpha = (3000, 2, 7), R^2 train: 0.568, R^2 test: 0.249 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.973, Explained Variance Score Train: 0.818 AUC Validation: 0.833, Explained Variance Score Validation: 0.263 AUC Test: 0.792, Explained Variance Score Test: 0.343 Running batch 5 of 7 with 16 nodes Bootstrap CV 73, alpha = (3000, 2, 1), R^2 train: 0.915, R^2 test: 0.261 Bootstrap CV 73, alpha = (3000, 2, 2), R^2 train: 0.884, R^2 test: 0.174 Bootstrap CV 73, alpha = (3000, 2, 5), R^2 train: 0.781, R^2 test: 0.229 Bootstrap CV 73, alpha = (3000, 2, 7), R^2 train: 0.715, R^2 test: 0.243 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.963, Explained Variance Score Train: 0.715 AUC Validation: 0.747, Explained Variance Score Validation: 0.248 AUC Test: 0.773, Explained Variance Score Test: 0.249 Bootstrap CV 65, alpha = (3000, 2, 1), R^2 train: 0.916, R^2 test: 0.356 Bootstrap CV 65, alpha = (3000, 2, 2), R^2 train: 0.872, R^2 test: 0.353 Bootstrap CV 65, alpha = (3000, 2, 5), R^2 train: 0.739, R^2 test: 0.311 Bootstrap CV 65, alpha = (3000, 2, 7), R^2 train: 0.664, R^2 test: 0.298 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.962, Explained Variance Score Train: 0.664 AUC Validation: 0.847, Explained Variance Score Validation: 0.305 AUC Test: 0.778, Explained Variance Score Test: 0.309 Bootstrap CV 68, alpha = (3000, 2, 1), R^2 train: 0.898, R^2 test: 0.338 Bootstrap CV 68, alpha = (3000, 2, 2), R^2 train: 0.864, R^2 test: 0.348 Bootstrap CV 68, alpha = (3000, 2, 5), R^2 train: 0.728, R^2 test: 0.288 Bootstrap CV 68, alpha = (3000, 2, 7), R^2 train: 0.655, R^2 test: 0.264 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.986, Explained Variance Score Train: 0.864 AUC Validation: 0.817, Explained Variance Score Validation: 0.353 AUC Test: 0.777, Explained Variance Score Test: 0.339 Bootstrap CV 79, alpha = (3000, 2, 1), R^2 train: 0.912, R^2 test: 0.391 Bootstrap CV 79, alpha = (3000, 2, 2), R^2 train: 0.872, R^2 test: 0.440 Bootstrap CV 79, alpha = (3000, 2, 5), R^2 train: 0.747, R^2 test: 0.455 Bootstrap CV 79, alpha = (3000, 2, 7), R^2 train: 0.665, R^2 test: 0.427 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.947, Explained Variance Score Train: 0.665 AUC Validation: 0.837, Explained Variance Score Validation: 0.429 AUC Test: 0.791, Explained Variance Score Test: 0.272 Bootstrap CV 78, alpha = (3000, 2, 1), R^2 train: 0.886, R^2 test: 0.323 Bootstrap CV 78, alpha = (3000, 2, 2), R^2 train: 0.823, R^2 test: 0.308 Bootstrap CV 78, alpha = (3000, 2, 5), R^2 train: 0.697, R^2 test: 0.233 Bootstrap CV 78, alpha = (3000, 2, 7), R^2 train: 0.633, R^2 test: 0.187 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.987, Explained Variance Score Train: 0.823 AUC Validation: 0.751, Explained Variance Score Validation: 0.309 AUC Test: 0.796, Explained Variance Score Test: 0.316 Bootstrap CV 67, alpha = (3000, 2, 1), R^2 train: 0.902, R^2 test: 0.197 Bootstrap CV 67, alpha = (3000, 2, 2), R^2 train: 0.854, R^2 test: 0.233 Bootstrap CV 67, alpha = (3000, 2, 5), R^2 train: 0.669, R^2 test: 0.279 Bootstrap CV 67, alpha = (3000, 2, 7), R^2 train: 0.599, R^2 test: 0.273 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.990, Explained Variance Score Train: 0.854 AUC Validation: 0.787, Explained Variance Score Validation: 0.237 AUC Test: 0.791, Explained Variance Score Test: 0.351 Bootstrap CV 69, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.285 Bootstrap CV 69, alpha = (3000, 2, 2), R^2 train: 0.870, R^2 test: 0.282 Bootstrap CV 69, alpha = (3000, 2, 5), R^2 train: 0.750, R^2 test: 0.267 Bootstrap CV 69, alpha = (3000, 2, 7), R^2 train: 0.679, R^2 test: 0.264 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.984, Explained Variance Score Train: 0.895 AUC Validation: 0.917, Explained Variance Score Validation: 0.287 AUC Test: 0.804, Explained Variance Score Test: 0.270 Bootstrap CV 64, alpha = (3000, 2, 1), R^2 train: 0.885, R^2 test: 0.364 Bootstrap CV 64, alpha = (3000, 2, 2), R^2 train: 0.798, R^2 test: 0.382 Bootstrap CV 64, alpha = (3000, 2, 5), R^2 train: 0.648, R^2 test: 0.325 Bootstrap CV 64, alpha = (3000, 2, 7), R^2 train: 0.577, R^2 test: 0.296 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.978, Explained Variance Score Train: 0.798 AUC Validation: 0.760, Explained Variance Score Validation: 0.389 AUC Test: 0.780, Explained Variance Score Test: 0.325 Bootstrap CV 76, alpha = (3000, 2, 1), R^2 train: 0.900, R^2 test: 0.380 Bootstrap CV 76, alpha = (3000, 2, 2), R^2 train: 0.861, R^2 test: 0.381 Bootstrap CV 76, alpha = (3000, 2, 5), R^2 train: 0.715, R^2 test: 0.377 Bootstrap CV 76, alpha = (3000, 2, 7), R^2 train: 0.647, R^2 test: 0.352 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.990, Explained Variance Score Train: 0.861 AUC Validation: 0.727, Explained Variance Score Validation: 0.382 AUC Test: 0.812, Explained Variance Score Test: 0.357 Bootstrap CV 70, alpha = (3000, 2, 1), R^2 train: 0.905, R^2 test: 0.319 Bootstrap CV 70, alpha = (3000, 2, 2), R^2 train: 0.875, R^2 test: 0.318 Bootstrap CV 70, alpha = (3000, 2, 5), R^2 train: 0.737, R^2 test: 0.320 Bootstrap CV 70, alpha = (3000, 2, 7), R^2 train: 0.671, R^2 test: 0.316 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.994, Explained Variance Score Train: 0.905 AUC Validation: 0.831, Explained Variance Score Validation: 0.320 AUC Test: 0.790, Explained Variance Score Test: 0.368 Bootstrap CV 74, alpha = (3000, 2, 1), R^2 train: 0.900, R^2 test: 0.319 Bootstrap CV 74, alpha = (3000, 2, 2), R^2 train: 0.869, R^2 test: 0.320 Bootstrap CV 74, alpha = (3000, 2, 5), R^2 train: 0.750, R^2 test: 0.340 Bootstrap CV 74, alpha = (3000, 2, 7), R^2 train: 0.676, R^2 test: 0.342 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.935, Explained Variance Score Train: 0.676 AUC Validation: 0.813, Explained Variance Score Validation: 0.364 AUC Test: 0.809, Explained Variance Score Test: 0.306 Bootstrap CV 66, alpha = (3000, 2, 1), R^2 train: 0.882, R^2 test: 0.174 Bootstrap CV 66, alpha = (3000, 2, 2), R^2 train: 0.788, R^2 test: 0.231 Bootstrap CV 66, alpha = (3000, 2, 5), R^2 train: 0.630, R^2 test: 0.251 Bootstrap CV 66, alpha = (3000, 2, 7), R^2 train: 0.560, R^2 test: 0.260 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.937, Explained Variance Score Train: 0.560 AUC Validation: 0.711, Explained Variance Score Validation: 0.261 AUC Test: 0.808, Explained Variance Score Test: 0.348 Bootstrap CV 72, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.186 Bootstrap CV 72, alpha = (3000, 2, 2), R^2 train: 0.840, R^2 test: 0.191 Bootstrap CV 72, alpha = (3000, 2, 5), R^2 train: 0.679, R^2 test: 0.150 Bootstrap CV 72, alpha = (3000, 2, 7), R^2 train: 0.611, R^2 test: 0.146 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.998, Explained Variance Score Train: 0.891 AUC Validation: 0.754, Explained Variance Score Validation: 0.195 AUC Test: 0.797, Explained Variance Score Test: 0.362 Bootstrap CV 77, alpha = (3000, 2, 1), R^2 train: 0.885, R^2 test: 0.258 Bootstrap CV 77, alpha = (3000, 2, 2), R^2 train: 0.828, R^2 test: 0.245 Bootstrap CV 77, alpha = (3000, 2, 5), R^2 train: 0.676, R^2 test: 0.214 Bootstrap CV 77, alpha = (3000, 2, 7), R^2 train: 0.607, R^2 test: 0.199 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.989, Explained Variance Score Train: 0.828 AUC Validation: 0.723, Explained Variance Score Validation: 0.261 AUC Test: 0.798, Explained Variance Score Test: 0.326 Bootstrap CV 71, alpha = (3000, 2, 1), R^2 train: 0.906, R^2 test: 0.155 Bootstrap CV 71, alpha = (3000, 2, 2), R^2 train: 0.872, R^2 test: 0.164 Bootstrap CV 71, alpha = (3000, 2, 5), R^2 train: 0.766, R^2 test: 0.198 Bootstrap CV 71, alpha = (3000, 2, 7), R^2 train: 0.705, R^2 test: 0.203 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.984, Explained Variance Score Train: 0.906 AUC Validation: 0.707, Explained Variance Score Validation: 0.156 AUC Test: 0.807, Explained Variance Score Test: 0.359 Bootstrap CV 75, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.322 Bootstrap CV 75, alpha = (3000, 2, 2), R^2 train: 0.869, R^2 test: 0.325 Bootstrap CV 75, alpha = (3000, 2, 5), R^2 train: 0.755, R^2 test: 0.319 Bootstrap CV 75, alpha = (3000, 2, 7), R^2 train: 0.688, R^2 test: 0.314 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.984, Explained Variance Score Train: 0.869 AUC Validation: 0.837, Explained Variance Score Validation: 0.326 AUC Test: 0.804, Explained Variance Score Test: 0.321 Running batch 6 of 7 with 16 nodes Bootstrap CV 91, alpha = (3000, 2, 1), R^2 train: 0.904, R^2 test: 0.159 Bootstrap CV 91, alpha = (3000, 2, 2), R^2 train: 0.869, R^2 test: 0.162 Bootstrap CV 91, alpha = (3000, 2, 5), R^2 train: 0.772, R^2 test: 0.170 Bootstrap CV 91, alpha = (3000, 2, 7), R^2 train: 0.710, R^2 test: 0.169 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.970, Explained Variance Score Train: 0.772 AUC Validation: 0.695, Explained Variance Score Validation: 0.170 AUC Test: 0.774, Explained Variance Score Test: 0.257 Bootstrap CV 88, alpha = (3000, 2, 1), R^2 train: 0.890, R^2 test: 0.185 Bootstrap CV 88, alpha = (3000, 2, 2), R^2 train: 0.853, R^2 test: 0.189 Bootstrap CV 88, alpha = (3000, 2, 5), R^2 train: 0.725, R^2 test: 0.187 Bootstrap CV 88, alpha = (3000, 2, 7), R^2 train: 0.645, R^2 test: 0.193 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.971, Explained Variance Score Train: 0.645 AUC Validation: 0.765, Explained Variance Score Validation: 0.214 AUC Test: 0.772, Explained Variance Score Test: 0.246 Bootstrap CV 86, alpha = (3000, 2, 1), R^2 train: 0.916, R^2 test: 0.463 Bootstrap CV 86, alpha = (3000, 2, 2), R^2 train: 0.874, R^2 test: 0.463 Bootstrap CV 86, alpha = (3000, 2, 5), R^2 train: 0.763, R^2 test: 0.447 Bootstrap CV 86, alpha = (3000, 2, 7), R^2 train: 0.704, R^2 test: 0.429 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.985, Explained Variance Score Train: 0.874 AUC Validation: 0.842, Explained Variance Score Validation: 0.464 AUC Test: 0.806, Explained Variance Score Test: 0.295 Bootstrap CV 80, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.232 Bootstrap CV 80, alpha = (3000, 2, 2), R^2 train: 0.866, R^2 test: 0.232 Bootstrap CV 80, alpha = (3000, 2, 5), R^2 train: 0.744, R^2 test: 0.235 Bootstrap CV 80, alpha = (3000, 2, 7), R^2 train: 0.679, R^2 test: 0.243 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.983, Explained Variance Score Train: 0.866 AUC Validation: 0.756, Explained Variance Score Validation: 0.233 AUC Test: 0.767, Explained Variance Score Test: 0.272 Bootstrap CV 89, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.336 Bootstrap CV 89, alpha = (3000, 2, 2), R^2 train: 0.844, R^2 test: 0.336 Bootstrap CV 89, alpha = (3000, 2, 5), R^2 train: 0.713, R^2 test: 0.324 Bootstrap CV 89, alpha = (3000, 2, 7), R^2 train: 0.647, R^2 test: 0.315 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.992, Explained Variance Score Train: 0.844 AUC Validation: 0.789, Explained Variance Score Validation: 0.346 AUC Test: 0.774, Explained Variance Score Test: 0.338 Bootstrap CV 95, alpha = (3000, 2, 1), R^2 train: 0.890, R^2 test: 0.347 Bootstrap CV 95, alpha = (3000, 2, 2), R^2 train: 0.851, R^2 test: 0.343 Bootstrap CV 95, alpha = (3000, 2, 5), R^2 train: 0.723, R^2 test: 0.338 Bootstrap CV 95, alpha = (3000, 2, 7), R^2 train: 0.652, R^2 test: 0.324 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.981, Explained Variance Score Train: 0.851 AUC Validation: 0.845, Explained Variance Score Validation: 0.384 AUC Test: 0.805, Explained Variance Score Test: 0.305 Bootstrap CV 84, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.170 Bootstrap CV 84, alpha = (3000, 2, 2), R^2 train: 0.852, R^2 test: 0.167 Bootstrap CV 84, alpha = (3000, 2, 5), R^2 train: 0.729, R^2 test: 0.162 Bootstrap CV 84, alpha = (3000, 2, 7), R^2 train: 0.665, R^2 test: 0.157 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.998, Explained Variance Score Train: 0.895 AUC Validation: 0.798, Explained Variance Score Validation: 0.188 AUC Test: 0.790, Explained Variance Score Test: 0.271 Bootstrap CV 90, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.191 Bootstrap CV 90, alpha = (3000, 2, 2), R^2 train: 0.851, R^2 test: 0.190 Bootstrap CV 90, alpha = (3000, 2, 5), R^2 train: 0.722, R^2 test: 0.175 Bootstrap CV 90, alpha = (3000, 2, 7), R^2 train: 0.655, R^2 test: 0.173 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.949, Explained Variance Score Train: 0.655 AUC Validation: 0.773, Explained Variance Score Validation: 0.179 AUC Test: 0.789, Explained Variance Score Test: 0.292 Bootstrap CV 93, alpha = (3000, 2, 1), R^2 train: 0.886, R^2 test: 0.215 Bootstrap CV 93, alpha = (3000, 2, 2), R^2 train: 0.851, R^2 test: 0.209 Bootstrap CV 93, alpha = (3000, 2, 5), R^2 train: 0.710, R^2 test: 0.202 Bootstrap CV 93, alpha = (3000, 2, 7), R^2 train: 0.628, R^2 test: 0.195 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.984, Explained Variance Score Train: 0.886 AUC Validation: 0.781, Explained Variance Score Validation: 0.227 AUC Test: 0.767, Explained Variance Score Test: 0.250 Bootstrap CV 85, alpha = (3000, 2, 1), R^2 train: 0.889, R^2 test: 0.208 Bootstrap CV 85, alpha = (3000, 2, 2), R^2 train: 0.832, R^2 test: 0.250 Bootstrap CV 85, alpha = (3000, 2, 5), R^2 train: 0.683, R^2 test: 0.286 Bootstrap CV 85, alpha = (3000, 2, 7), R^2 train: 0.608, R^2 test: 0.278 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.963, Explained Variance Score Train: 0.683 AUC Validation: 0.711, Explained Variance Score Validation: 0.306 AUC Test: 0.793, Explained Variance Score Test: 0.298 Bootstrap CV 83, alpha = (3000, 2, 1), R^2 train: 0.905, R^2 test: 0.312 Bootstrap CV 83, alpha = (3000, 2, 2), R^2 train: 0.870, R^2 test: 0.298 Bootstrap CV 83, alpha = (3000, 2, 5), R^2 train: 0.743, R^2 test: 0.282 Bootstrap CV 83, alpha = (3000, 2, 7), R^2 train: 0.665, R^2 test: 0.285 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.983, Explained Variance Score Train: 0.905 AUC Validation: 0.817, Explained Variance Score Validation: 0.316 AUC Test: 0.801, Explained Variance Score Test: 0.354 Bootstrap CV 92, alpha = (3000, 2, 1), R^2 train: 0.908, R^2 test: 0.222 Bootstrap CV 92, alpha = (3000, 2, 2), R^2 train: 0.859, R^2 test: 0.256 Bootstrap CV 92, alpha = (3000, 2, 5), R^2 train: 0.732, R^2 test: 0.296 Bootstrap CV 92, alpha = (3000, 2, 7), R^2 train: 0.664, R^2 test: 0.311 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.967, Explained Variance Score Train: 0.732 AUC Validation: 0.718, Explained Variance Score Validation: 0.310 AUC Test: 0.804, Explained Variance Score Test: 0.314 Bootstrap CV 94, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.142 Bootstrap CV 94, alpha = (3000, 2, 2), R^2 train: 0.832, R^2 test: 0.159 Bootstrap CV 94, alpha = (3000, 2, 5), R^2 train: 0.701, R^2 test: 0.134 Bootstrap CV 94, alpha = (3000, 2, 7), R^2 train: 0.630, R^2 test: 0.121 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.991, Explained Variance Score Train: 0.832 AUC Validation: 0.662, Explained Variance Score Validation: 0.161 AUC Test: 0.779, Explained Variance Score Test: 0.269 Bootstrap CV 82, alpha = (3000, 2, 1), R^2 train: 0.905, R^2 test: 0.270 Bootstrap CV 82, alpha = (3000, 2, 2), R^2 train: 0.878, R^2 test: 0.268 Bootstrap CV 82, alpha = (3000, 2, 5), R^2 train: 0.759, R^2 test: 0.259 Bootstrap CV 82, alpha = (3000, 2, 7), R^2 train: 0.688, R^2 test: 0.262 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.998, Explained Variance Score Train: 0.905 AUC Validation: 0.749, Explained Variance Score Validation: 0.272 AUC Test: 0.788, Explained Variance Score Test: 0.294 Bootstrap CV 81, alpha = (3000, 2, 1), R^2 train: 0.880, R^2 test: 0.145 Bootstrap CV 81, alpha = (3000, 2, 2), R^2 train: 0.804, R^2 test: 0.125 Bootstrap CV 81, alpha = (3000, 2, 5), R^2 train: 0.626, R^2 test: 0.121 Bootstrap CV 81, alpha = (3000, 2, 7), R^2 train: 0.549, R^2 test: 0.112 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.997, Explained Variance Score Train: 0.880 AUC Validation: 0.682, Explained Variance Score Validation: 0.155 AUC Test: 0.812, Explained Variance Score Test: 0.352 Bootstrap CV 87, alpha = (3000, 2, 1), R^2 train: 0.909, R^2 test: 0.395 Bootstrap CV 87, alpha = (3000, 2, 2), R^2 train: 0.875, R^2 test: 0.390 Bootstrap CV 87, alpha = (3000, 2, 5), R^2 train: 0.732, R^2 test: 0.407 Bootstrap CV 87, alpha = (3000, 2, 7), R^2 train: 0.650, R^2 test: 0.384 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.991, Explained Variance Score Train: 0.909 AUC Validation: 0.800, Explained Variance Score Validation: 0.401 AUC Test: 0.806, Explained Variance Score Test: 0.377 Running batch 7 of 7 with 4 nodes Bootstrap CV 99, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.019 Bootstrap CV 99, alpha = (3000, 2, 2), R^2 train: 0.845, R^2 test: 0.022 Bootstrap CV 99, alpha = (3000, 2, 5), R^2 train: 0.714, R^2 test: 0.066 Bootstrap CV 99, alpha = (3000, 2, 7), R^2 train: 0.642, R^2 test: 0.088 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.998, Explained Variance Score Train: 0.845 AUC Validation: 0.679, Explained Variance Score Validation: 0.034 AUC Test: 0.804, Explained Variance Score Test: 0.339 Bootstrap CV 97, alpha = (3000, 2, 1), R^2 train: 0.904, R^2 test: 0.456 Bootstrap CV 97, alpha = (3000, 2, 2), R^2 train: 0.870, R^2 test: 0.458 Bootstrap CV 97, alpha = (3000, 2, 5), R^2 train: 0.749, R^2 test: 0.447 Bootstrap CV 97, alpha = (3000, 2, 7), R^2 train: 0.674, R^2 test: 0.422 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.989, Explained Variance Score Train: 0.870 AUC Validation: 0.839, Explained Variance Score Validation: 0.458 AUC Test: 0.793, Explained Variance Score Test: 0.355 Bootstrap CV 98, alpha = (3000, 2, 1), R^2 train: 0.906, R^2 test: 0.194 Bootstrap CV 98, alpha = (3000, 2, 2), R^2 train: 0.871, R^2 test: 0.164 Bootstrap CV 98, alpha = (3000, 2, 5), R^2 train: 0.738, R^2 test: 0.147 Bootstrap CV 98, alpha = (3000, 2, 7), R^2 train: 0.663, R^2 test: 0.150 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.969, Explained Variance Score Train: 0.738 AUC Validation: 0.657, Explained Variance Score Validation: 0.170 AUC Test: 0.828, Explained Variance Score Test: 0.349 Bootstrap CV 96, alpha = (3000, 2, 1), R^2 train: 0.879, R^2 test: 0.298 Bootstrap CV 96, alpha = (3000, 2, 2), R^2 train: 0.803, R^2 test: 0.286 Bootstrap CV 96, alpha = (3000, 2, 5), R^2 train: 0.675, R^2 test: 0.290 Bootstrap CV 96, alpha = (3000, 2, 7), R^2 train: 0.604, R^2 test: 0.293 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.951, Explained Variance Score Train: 0.675 AUC Validation: 0.768, Explained Variance Score Validation: 0.316 AUC Test: 0.827, Explained Variance Score Test: 0.283 total Variables 875 and total subjects: 1698 ->AUC validation: 0.766 95% CI: [0.755 , 0.778] ->AUC test: 0.799 95% CI: [0.797 , 0.802] ->R^2 validation: 0.267 95% CI: [0.249 , 0.284] ->R^2 test: 0.324 95% CI: [0.318 , 0.331] ->Explained Variance validation: 0.258 95% CI: [0.240 , 0.276] ->Explained Variance test: 0.320 95% CI: [0.313 , 0.327] Test set metrics: @threshold:1.864, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:1.443, sens:0.018, spec:0.996, ppv:0.500, acc:0.838, f1:0.035, mcc:0.077, total+:2, total-:337 @threshold:1.315, sens:0.018, spec:0.993, ppv:0.333, acc:0.835, f1:0.034, mcc:0.024, total+:3, total-:336 @threshold:1.293, sens:0.036, spec:0.993, ppv:0.500, acc:0.838, f1:0.068, mcc:0.055, total+:4, total-:335 @threshold:1.232, sens:0.073, spec:0.989, ppv:0.571, acc:0.841, f1:0.129, mcc:0.059, total+:7, total-:332 @threshold:1.111, sens:0.091, spec:0.989, ppv:0.625, acc:0.844, f1:0.159, mcc:0.071, total+:8, total-:331 @threshold:1.053, sens:0.091, spec:0.986, ppv:0.556, acc:0.841, f1:0.156, mcc:0.048, total+:9, total-:330 @threshold:0.984, sens:0.109, spec:0.986, ppv:0.600, acc:0.844, f1:0.185, mcc:0.056, total+:10, total-:329 @threshold:0.920, sens:0.145, spec:0.982, ppv:0.615, acc:0.847, f1:0.235, mcc:0.054, total+:13, total-:326 @threshold:0.886, sens:0.164, spec:0.979, ppv:0.600, acc:0.847, f1:0.257, mcc:0.046, total+:15, total-:324 @threshold:0.872, sens:0.182, spec:0.975, ppv:0.588, acc:0.847, f1:0.278, mcc:0.041, total+:17, total-:322 @threshold:0.867, sens:0.200, spec:0.975, ppv:0.611, acc:0.850, f1:0.301, mcc:0.045, total+:18, total-:321 @threshold:0.824, sens:0.255, spec:0.972, ppv:0.636, acc:0.855, f1:0.364, mcc:0.046, total+:22, total-:317 @threshold:0.810, sens:0.273, spec:0.972, ppv:0.652, acc:0.858, f1:0.385, mcc:0.049, total+:23, total-:316 @threshold:0.785, sens:0.273, spec:0.968, ppv:0.625, acc:0.855, f1:0.380, mcc:0.042, total+:24, total-:315 @threshold:0.695, sens:0.291, spec:0.961, ppv:0.593, acc:0.853, f1:0.390, mcc:0.034, total+:27, total-:312 @threshold:0.692, sens:0.291, spec:0.958, ppv:0.571, acc:0.850, f1:0.386, mcc:0.030, total+:28, total-:311 @threshold:0.637, sens:0.309, spec:0.954, ppv:0.567, acc:0.850, f1:0.400, mcc:0.029, total+:30, total-:309 @threshold:0.600, sens:0.309, spec:0.951, ppv:0.548, acc:0.847, f1:0.395, mcc:0.026, total+:31, total-:308 @threshold:0.568, sens:0.327, spec:0.947, ppv:0.545, acc:0.847, f1:0.409, mcc:0.025, total+:33, total-:306 @threshold:0.555, sens:0.345, spec:0.944, ppv:0.543, acc:0.847, f1:0.422, mcc:0.024, total+:35, total-:304 @threshold:0.549, sens:0.364, spec:0.944, ppv:0.556, acc:0.850, f1:0.440, mcc:0.025, total+:36, total-:303 @threshold:0.543, sens:0.382, spec:0.940, ppv:0.553, acc:0.850, f1:0.452, mcc:0.024, total+:38, total-:301 @threshold:0.510, sens:0.400, spec:0.930, ppv:0.524, acc:0.844, f1:0.454, mcc:0.020, total+:42, total-:297 @threshold:0.493, sens:0.418, spec:0.926, ppv:0.523, acc:0.844, f1:0.465, mcc:0.020, total+:44, total-:295 @threshold:0.429, sens:0.436, spec:0.898, ppv:0.453, acc:0.823, f1:0.444, mcc:0.013, total+:53, total-:286 @threshold:0.427, sens:0.436, spec:0.894, ppv:0.444, acc:0.820, f1:0.440, mcc:0.012, total+:54, total-:285 @threshold:0.422, sens:0.455, spec:0.887, ppv:0.439, acc:0.817, f1:0.446, mcc:0.012, total+:57, total-:282 @threshold:0.418, sens:0.455, spec:0.884, ppv:0.431, acc:0.814, f1:0.442, mcc:0.011, total+:58, total-:281 @threshold:0.385, sens:0.473, spec:0.873, ppv:0.419, acc:0.808, f1:0.444, mcc:0.010, total+:62, total-:277 @threshold:0.369, sens:0.491, spec:0.870, ppv:0.422, acc:0.808, f1:0.454, mcc:0.010, total+:64, total-:275 @threshold:0.346, sens:0.509, spec:0.859, ppv:0.412, acc:0.802, f1:0.455, mcc:0.010, total+:68, total-:271 @threshold:0.340, sens:0.527, spec:0.856, ppv:0.414, acc:0.802, f1:0.464, mcc:0.010, total+:70, total-:269 @threshold:0.334, sens:0.545, spec:0.852, ppv:0.417, acc:0.802, f1:0.472, mcc:0.010, total+:72, total-:267 @threshold:0.318, sens:0.564, spec:0.849, ppv:0.419, acc:0.802, f1:0.481, mcc:0.010, total+:74, total-:265 @threshold:0.316, sens:0.582, spec:0.849, ppv:0.427, acc:0.805, f1:0.492, mcc:0.010, total+:75, total-:264 @threshold:0.286, sens:0.600, spec:0.845, ppv:0.429, acc:0.805, f1:0.500, mcc:0.010, total+:77, total-:262 @threshold:0.270, sens:0.618, spec:0.838, ppv:0.425, acc:0.802, f1:0.504, mcc:0.010, total+:80, total-:259 @threshold:0.269, sens:0.618, spec:0.835, ppv:0.420, acc:0.799, f1:0.500, mcc:0.010, total+:81, total-:258 @threshold:0.219, sens:0.636, spec:0.803, ppv:0.385, acc:0.776, f1:0.479, mcc:0.008, total+:91, total-:248 @threshold:0.218, sens:0.636, spec:0.799, ppv:0.380, acc:0.773, f1:0.476, mcc:0.007, total+:92, total-:247 @threshold:0.205, sens:0.655, spec:0.792, ppv:0.379, acc:0.770, f1:0.480, mcc:0.007, total+:95, total-:244 @threshold:0.201, sens:0.655, spec:0.789, ppv:0.375, acc:0.767, f1:0.477, mcc:0.007, total+:96, total-:243 @threshold:0.160, sens:0.673, spec:0.754, ppv:0.346, acc:0.740, f1:0.457, mcc:0.006, total+:107, total-:232 @threshold:0.158, sens:0.691, spec:0.750, ppv:0.349, acc:0.740, f1:0.463, mcc:0.006, total+:109, total-:230 @threshold:0.138, sens:0.709, spec:0.736, ppv:0.342, acc:0.732, f1:0.462, mcc:0.006, total+:114, total-:225 @threshold:0.126, sens:0.764, spec:0.732, ppv:0.356, acc:0.737, f1:0.486, mcc:0.006, total+:118, total-:221 @threshold:0.107, sens:0.782, spec:0.704, ppv:0.339, acc:0.717, f1:0.473, mcc:0.005, total+:127, total-:212 @threshold:0.102, sens:0.782, spec:0.701, ppv:0.336, acc:0.714, f1:0.470, mcc:0.005, total+:128, total-:211 @threshold:0.064, sens:0.800, spec:0.676, ppv:0.324, acc:0.696, f1:0.461, mcc:0.005, total+:136, total-:203 @threshold:0.063, sens:0.800, spec:0.673, ppv:0.321, acc:0.693, f1:0.458, mcc:0.005, total+:137, total-:202 @threshold:0.047, sens:0.818, spec:0.669, ppv:0.324, acc:0.693, f1:0.464, mcc:0.005, total+:139, total-:200 @threshold:0.045, sens:0.818, spec:0.665, ppv:0.321, acc:0.690, f1:0.462, mcc:0.005, total+:140, total-:199 @threshold:0.044, sens:0.836, spec:0.665, ppv:0.326, acc:0.693, f1:0.469, mcc:0.005, total+:141, total-:198 @threshold:0.043, sens:0.836, spec:0.662, ppv:0.324, acc:0.690, f1:0.467, mcc:0.005, total+:142, total-:197 @threshold:0.025, sens:0.855, spec:0.648, ppv:0.320, acc:0.681, f1:0.465, mcc:0.005, total+:147, total-:192 @threshold:0.025, sens:0.855, spec:0.644, ppv:0.318, acc:0.678, f1:0.463, mcc:0.005, total+:148, total-:191 @threshold:-0.020, sens:0.873, spec:0.599, ppv:0.296, acc:0.643, f1:0.442, mcc:0.004, total+:162, total-:177 @threshold:-0.020, sens:0.873, spec:0.595, ppv:0.294, acc:0.640, f1:0.440, mcc:0.004, total+:163, total-:176 @threshold:-0.051, sens:0.891, spec:0.585, ppv:0.293, acc:0.634, f1:0.441, mcc:0.004, total+:167, total-:172 @threshold:-0.054, sens:0.891, spec:0.581, ppv:0.292, acc:0.631, f1:0.439, mcc:0.004, total+:168, total-:171 @threshold:-0.062, sens:0.909, spec:0.577, ppv:0.294, acc:0.631, f1:0.444, mcc:0.004, total+:170, total-:169 @threshold:-0.065, sens:0.909, spec:0.574, ppv:0.292, acc:0.628, f1:0.442, mcc:0.004, total+:171, total-:168 @threshold:-0.090, sens:0.927, spec:0.556, ppv:0.288, acc:0.617, f1:0.440, mcc:0.004, total+:177, total-:162 @threshold:-0.093, sens:0.927, spec:0.553, ppv:0.287, acc:0.614, f1:0.438, mcc:0.004, total+:178, total-:161 @threshold:-0.116, sens:0.945, spec:0.507, ppv:0.271, acc:0.578, f1:0.421, mcc:0.003, total+:192, total-:147 @threshold:-0.117, sens:0.945, spec:0.504, ppv:0.269, acc:0.575, f1:0.419, mcc:0.003, total+:193, total-:146 @threshold:-0.154, sens:0.964, spec:0.454, ppv:0.255, acc:0.537, f1:0.403, mcc:0.003, total+:208, total-:131 @threshold:-0.157, sens:0.964, spec:0.451, ppv:0.254, acc:0.534, f1:0.402, mcc:0.003, total+:209, total-:130 @threshold:-0.206, sens:0.982, spec:0.377, ppv:0.234, acc:0.475, f1:0.378, mcc:0.003, total+:231, total-:108 @threshold:-0.207, sens:0.982, spec:0.373, ppv:0.233, acc:0.472, f1:0.376, mcc:0.003, total+:232, total-:107 @threshold:-0.997, sens:1.000, spec:0.004, ppv:0.163, acc:0.165, f1:0.280, mcc:0.001, total+:338, total-:1 * Vital: BMI-latest | coef 0.095 95% CI: [0.084 , 0.107] | OR_adj 1.100 [1.087 1.113] | occ: 1621 | OR_unadj: 4.766 [3.528 6.438] | indivs AUC:0.795 Correlated most with: Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.100 Maternal Vital: Wt-postPregnancy:0.098 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.093 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.080 Maternal Maternal Procedure History:99211-otherPregnancy:0.080 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.079 Diagnosis:9ccs58:Ot nutrit dx:0.077 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.075 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:0.073 Diagnosis:9ccs259:Unclassified:-0.071 * Vital: BMI-avg19to24 | coef 0.037 95% CI: [0.030 , 0.045] | OR_adj 1.038 [1.030 1.046] | occ: 1354 | OR_unadj: 4.046 [3.062 5.347] | indivs AUC:0.772 Correlated most with: Maternal Vital: Wt-postPregnancy:0.104 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.098 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.092 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.086 Diagnosis:9ccs259:Unclassified:-0.086 Diagnosis:9ccs48:Thyroid dsor:-0.079 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.077 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:0.073 Maternal Vital: Wt-otherPregnancy:0.072 Maternal Maternal Procedure History:99211-otherPregnancy:0.071 * Vital: Wt for Length ZScore-latest | coef 0.036 95% CI: [0.031 , 0.041] | OR_adj 1.037 [1.032 1.042] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.783 Correlated most with: Maternal Vital: Wt-postPregnancy:0.106 Diagnosis:9ccs126:Ot up rsp in:0.093 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.083 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.082 Maternal Vital: Temp-otherPregnancy:0.082 Maternal Vital: Wt-otherPregnancy:0.077 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071 Diagnosis:9ccs48:Thyroid dsor:-0.071 Number of Visits:0.070 Diagnosis:9ccs259:Unclassified:-0.067 * Vital: Wt for Length ZScore-gain0to24 | coef 0.036 95% CI: [0.031 , 0.040] | OR_adj 1.036 [1.031 1.041] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.783 Correlated most with: Maternal Vital: Wt-postPregnancy:0.106 Diagnosis:9ccs126:Ot up rsp in:0.093 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.083 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.082 Maternal Vital: Temp-otherPregnancy:0.082 Maternal Vital: Wt-otherPregnancy:0.077 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071 Diagnosis:9ccs48:Thyroid dsor:-0.071 Number of Visits:0.070 Diagnosis:9ccs259:Unclassified:-0.067 * Vital: BMI-avg16to19 | coef 0.027 95% CI: [0.022 , 0.032] | OR_adj 1.027 [1.022 1.032] | occ: 1269 | OR_unadj: 3.131 [2.385 4.111] | indivs AUC:0.792 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.087 Maternal Maternal Procedure History:J1055-postPregnancy:-0.086 Maternal Vital: BMI-postPregnancy:0.081 Maternal Vital: Wt Percentile-postPregnancy:0.073 Maternal Vital: BMI Percentile-postPregnancy:0.072 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.071 Diagnosis:9ccs133:Oth low resp:-0.070 Diagnosis:9ccs48:Thyroid dsor:-0.069 Maternal Diagnosis:9ccs106:Dysrhythmia:0.068 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.067 * Vital: BMI-gain0to24 | coef 0.025 95% CI: [0.021 , 0.030] | OR_adj 1.026 [1.021 1.031] | occ: 1338 | OR_unadj: 3.923 [2.973 5.177] | indivs AUC:0.778 Correlated most with: Maternal Vital: Wt-postPregnancy:0.103 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.092 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.085 Diagnosis:9ccs259:Unclassified:-0.084 Diagnosis:9ccs48:Thyroid dsor:-0.079 Maternal Vital: BP-postPregnancy:0.074 Maternal Vital: Wt-otherPregnancy:0.073 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:0.073 Maternal Maternal Procedure History:99211-otherPregnancy:0.071 * Vital: Wt for Length ZScore-avg19to24 | coef 0.020 95% CI: [0.017 , 0.024] | OR_adj 1.021 [1.017 1.025] | occ: 1347 | OR_unadj: 3.737 [2.826 4.943] | indivs AUC:0.763 Correlated most with: Maternal Vital: Wt-postPregnancy:0.101 Diagnosis:9ccs48:Thyroid dsor:-0.091 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.091 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.086 Diagnosis:9ccs259:Unclassified:-0.086 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.082 Maternal Vital: Wt-otherPregnancy:0.081 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.067 Maternal Diagnosis:9ccs182:Hemorr preg:-0.066 Maternal Maternal Lab History: HCG-postPregnancy:-0.064 * Vital: Wt for Length ZScore-avg13to16 | coef 0.019 95% CI: [0.015 , 0.022] | OR_adj 1.019 [1.015 1.023] | occ: 1287 | OR_unadj: 3.550 [2.689 4.687] | indivs AUC:0.715 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090 Maternal Diagnosis:9ccs185:Long pregncy:0.087 Diagnosis:9ccs125:Bronchitis:0.076 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.075 Diagnosis:9ccs48:Thyroid dsor:-0.070 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.069 Maternal Maternal Lab History: MPV-postPregnancy:0.068 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.066 Diagnosis:9ccs242:Poisn ot med:0.065 Maternal Vital: Wt-postPregnancy:0.064 * Vital: BMI-avg13to16 | coef 0.018 95% CI: [0.015 , 0.021] | OR_adj 1.018 [1.015 1.021] | occ: 1286 | OR_unadj: 3.814 [2.889 5.036] | indivs AUC:0.725 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.089 Maternal Diagnosis:9ccs185:Long pregncy:0.089 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.086 Diagnosis:9ccs125:Bronchitis:0.085 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.070 Maternal Maternal Lab History: MCH-otherPregnancy:-0.069 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.068 Diagnosis:9ccs153:GI hemorrhag:-0.068 Diagnosis:9ccs242:Poisn ot med:0.067 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.065 * Vital: Wt for Length ZScore-avg16to19 | coef 0.018 95% CI: [0.014 , 0.021] | OR_adj 1.018 [1.014 1.022] | occ: 1267 | OR_unadj: 3.111 [2.368 4.088] | indivs AUC:0.781 Correlated most with: Maternal Vital: Wt Percentile-postPregnancy:0.093 Maternal Vital: BMI Percentile-postPregnancy:0.083 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.082 Maternal Maternal Procedure History:J1055-postPregnancy:-0.082 Maternal Diagnosis:9ccs163:Other GU dx:-0.076 Diagnosis:9ccs48:Thyroid dsor:-0.074 Maternal Vital: BMI-postPregnancy:0.072 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.069 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.068 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.068 * Vital: Wt-latest | coef 0.017 95% CI: [0.014 , 0.021] | OR_adj 1.017 [1.014 1.021] | occ: 1626 | OR_unadj: 3.500 [2.571 4.766] | indivs AUC:0.761 Correlated most with: Number of Visits:0.377 Diagnosis:9ccs126:Ot up rsp in:0.281 Diagnosis:9ccs10:Immuniz/scrn:0.260 Diagnosis:9ccs92:Otitis media:0.212 Diagnosis:9ccs7:Viral infect:0.178 Diagnosis:9ccs257:Ot aftercare:0.155 Maternal Vital: Wt-postPregnancy:0.139 Diagnosis:9ccs135:Intest infct:0.138 Diagnosis:9ccs90:Eye infectn:0.129 Maternal Maternal Procedure History:36415-otherPregnancy:-0.110 * Vital: Wt-avg16to19 | coef 0.016 95% CI: [0.012 , 0.019] | OR_adj 1.016 [1.012 1.019] | occ: 1298 | OR_unadj: 3.060 [2.331 4.017] | indivs AUC:0.736 Correlated most with: Maternal Vital: Wt-postPregnancy:0.093 Maternal Diagnosis:9ccs185:Long pregncy:0.092 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.086 Maternal Vital: Wt-otherPregnancy:0.082 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.070 Diagnosis:9ccs48:Thyroid dsor:-0.070 Maternal Vital: Ht-postPregnancy:0.069 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.066 Maternal Diagnosis:9ccs182:Hemorr preg:-0.064 * Vital: Wt for Len Percentile-avg13to16 | coef 0.013 95% CI: [0.010 , 0.017] | OR_adj 1.014 [1.010 1.017] | occ: 1286 | OR_unadj: 3.426 [2.597 4.520] | indivs AUC:0.718 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.087 Maternal Diagnosis:9ccs185:Long pregncy:0.085 Diagnosis:9ccs125:Bronchitis:0.082 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.072 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.071 Diagnosis:9ccs48:Thyroid dsor:-0.071 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.068 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.067 Maternal Maternal Lab History: MPV-postPregnancy:0.066 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.063 * Vital: Wt-avg19to24 | coef 0.012 95% CI: [0.009 , 0.016] | OR_adj 1.012 [1.009 1.016] | occ: 1372 | OR_unadj: 3.824 [2.897 5.047] | indivs AUC:0.770 Correlated most with: Maternal Vital: Wt-postPregnancy:0.123 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.098 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.098 Maternal Vital: Wt-otherPregnancy:0.097 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.092 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.090 Maternal Vital: Ht-postPregnancy:0.084 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.082 Maternal Diagnosis:9ccs182:Hemorr preg:-0.080 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.076 * Vital: Wt for Len Percentile-avg16to19 | coef 0.012 95% CI: [0.008 , 0.016] | OR_adj 1.012 [1.008 1.016] | occ: 1269 | OR_unadj: 2.937 [2.233 3.864] | indivs AUC:0.772 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090 Maternal Diagnosis:9ccs163:Other GU dx:-0.084 Maternal Maternal Procedure History:J1055-postPregnancy:-0.078 Diagnosis:9ccs48:Thyroid dsor:-0.073 Diagnosis:9ccs234:Crush injury:0.072 Maternal Maternal Lab History: PH-otherPregnancy:0.071 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.069 Diagnosis:9ccs92:Otitis media:0.068 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.067 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.062 * Number of Visits | coef 0.012 95% CI: [0.009 , 0.015] | OR_adj 1.012 [1.009 1.015] | occ: 1645 | OR_unadj: 0.708 [0.535 0.936] | indivs AUC:0.478 Correlated most with: Number of Visits:1.000 Diagnosis:9ccs126:Ot up rsp in:0.430 Diagnosis:9ccs92:Otitis media:0.408 Diagnosis:9ccs7:Viral infect:0.408 Diagnosis:9ccs133:Oth low resp:0.337 Diagnosis:9ccs257:Ot aftercare:0.325 Diagnosis:9ccs135:Intest infct:0.310 Diagnosis:9ccs155:Other GI dx:0.304 Diagnosis:9ccs90:Eye infectn:0.286 Diagnosis:9ccs10:Immuniz/scrn:0.277 * Vital: Wt Percentile-latest | coef 0.012 95% CI: [0.007 , 0.017] | OR_adj 1.012 [1.007 1.017] | occ: 1028 | OR_unadj: 2.134 [1.631 2.792] | indivs AUC:0.737 Correlated most with: Maternal Vital: Wt-postPregnancy:0.090 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088 Diagnosis:9ccs48:Thyroid dsor:-0.087 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.080 Maternal Vital: Ht-postPregnancy:0.074 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.070 Diagnosis:9ccs89:Blindness:0.066 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.066 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.065 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.065 * Vital: Wt-avg13to16 | coef 0.011 95% CI: [0.008 , 0.015] | OR_adj 1.011 [1.008 1.015] | occ: 1308 | OR_unadj: 3.224 [2.452 4.240] | indivs AUC:0.703 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.102 Maternal Vital: Wt-postPregnancy:0.101 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.095 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.089 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088 Diagnosis:9ccs242:Poisn ot med:0.085 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.079 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.074 Maternal Maternal Lab History: MPV-postPregnancy:0.070 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.068 * Vital: Wt for Len Percentile-avg19to24 | coef 0.010 95% CI: [0.008 , 0.012] | OR_adj 1.010 [1.008 1.012] | occ: 1351 | OR_unadj: 3.535 [2.668 4.684] | indivs AUC:0.770 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.098 Maternal Vital: Wt-postPregnancy:0.088 Diagnosis:9ccs259:Unclassified:-0.086 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.081 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.079 Maternal Vital: Wt-otherPregnancy:0.075 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.070 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:-0.069 Maternal Diagnosis:9ccs182:Hemorr preg:-0.069 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.065 * Vital: Wt for Len Percentile-latest | coef 0.009 95% CI: [0.007 , 0.011] | OR_adj 1.009 [1.007 1.011] | occ: 1535 | OR_unadj: 4.512 [3.322 6.127] | indivs AUC:0.778 Correlated most with: Maternal Vital: Wt-postPregnancy:0.090 Diagnosis:9ccs48:Thyroid dsor:-0.082 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.077 Maternal Vital: Wt-otherPregnancy:0.076 Diagnosis:9ccs259:Unclassified:-0.073 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.067 Maternal Diagnosis:9ccs185:Long pregncy:0.062 Maternal Vital: Temp-otherPregnancy:0.062 Diagnosis:9ccs74:Ot mentl cnd:0.061 * Vital: Wt-gain0to24 | coef 0.009 95% CI: [0.007 , 0.011] | OR_adj 1.009 [1.007 1.011] | occ: 1357 | OR_unadj: 3.724 [2.823 4.912] | indivs AUC:0.775 Correlated most with: Maternal Vital: Wt-postPregnancy:0.124 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.101 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.100 Maternal Vital: Wt-otherPregnancy:0.097 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.093 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.091 Maternal Vital: Ht-postPregnancy:0.082 Maternal Diagnosis:9ccs182:Hemorr preg:-0.080 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080 Maternal Vital: BP-otherPregnancy:0.077 * Vital: Wt-avg10to13 | coef 0.008 95% CI: [0.006 , 0.010] | OR_adj 1.008 [1.006 1.010] | occ: 1399 | OR_unadj: 2.696 [2.056 3.535] | indivs AUC:0.688 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.118 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.116 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.103 Maternal Vital: Wt-postPregnancy:0.102 Newborn Diagnosis:9ccs219:Low birth wt:-0.094 Diagnosis:9ccs219:Low birth wt:-0.083 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.074 Newborn Diagnosis:9ccs223:Birth trauma:0.074 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.073 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.072 MatDeliveryAge | coef 0.007 95% CI: [0.007 , 0.008] | OR_adj 1.007 [1.007 1.008] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.518 Correlated most with: MatDeliveryAge:1.000 Maternal Diagnosis:9ccs176:Contraceptiv:0.265 Maternal Diagnosis:9ccs186:DM in preg:0.211 Maternal Diagnosis:9ccs189:Prev c-sectn:0.175 Maternal Vital: BP-postPregnancy:0.144 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.137 Maternal Diagnosis:9ccs49:DiabMel no c:0.137 Maternal Diagnosis:9ccs195:Ot compl bir:0.128 Maternal Vital: Wt-postPregnancy:0.124 Maternal Maternal Lab History: CREATININE-postPregnancy:0.114 * Vital: Wt for Len Percentile-gain0to24 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1335 | OR_unadj: 3.367 [2.548 4.450] | indivs AUC:0.775 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.098 Maternal Vital: Wt-postPregnancy:0.087 Diagnosis:9ccs259:Unclassified:-0.084 Maternal Vital: Wt-otherPregnancy:0.077 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071 Maternal Diagnosis:9ccs182:Hemorr preg:-0.069 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.068 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:-0.067 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.066 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.065 * Vital: Wt for Length Zscore-avg10to13 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1381 | OR_unadj: 2.955 [2.245 3.890] | indivs AUC:0.694 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.112 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.095 Maternal Diagnosis:9ccs185:Long pregncy:0.079 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.075 Maternal Vital: Wt-postPregnancy:0.074 Newborn Diagnosis:9ccs223:Birth trauma:0.073 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.072 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.070 Diagnosis:9ccs219:Low birth wt:-0.070 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.069 * Vital: Wt-gain16to24 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 1425 | OR_unadj: 2.121 [1.581 2.845] | indivs AUC:0.582 Correlated most with: Maternal Diagnosis:9ccs189:Prev c-sectn:0.082 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.081 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.077 Maternal Diagnosis:9ccs138:Esophgeal dx:-0.076 Number of Visits:-0.074 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.070 Maternal Maternal Procedure History:86703-postPregnancy:0.070 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.065 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:-0.064 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:-0.063 * Maternal Vital: Wt-postPregnancy | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 666 | OR_unadj: 1.845 [1.336 2.549] | indivs AUC:0.588 Correlated most with: Maternal Vital: Wt-postPregnancy:1.000 Maternal Vital: Wt-otherPregnancy:0.634 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.311 Maternal Vital: Ht-postPregnancy:0.298 Maternal Vital: BP-postPregnancy:0.298 Maternal Vital: BP-otherPregnancy:0.297 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.281 Maternal Maternal Lab History: MCH-postPregnancy:-0.233 Maternal Vital: BMI Percentile-postPregnancy:0.207 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.205 * Vital: BMI-avg3to5 | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1296 | OR_unadj: 1.871 [1.431 2.447] | indivs AUC:0.611 Correlated most with: Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.108 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.104 Maternal Maternal Lab History: INHMOM-postPregnancy:0.101 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.094 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.093 Maternal Vital: Wt-postPregnancy:0.085 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.085 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.085 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.084 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.080 * Vital: BMI-avg10to13 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1380 | OR_unadj: 2.656 [2.025 3.483] | indivs AUC:0.689 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.112 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.091 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.091 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.080 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.074 Diagnosis:9ccs242:Poisn ot med:0.072 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.071 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.071 Newborn Diagnosis:9ccs223:Birth trauma:0.071 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.070 * Vital: BMI-gain16to24 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.008] | occ: 1447 | OR_unadj: 1.625 [1.206 2.189] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs189:Prev c-sectn:0.074 Maternal Diagnosis:9ccs138:Esophgeal dx:-0.071 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.069 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.069 Number of Visits:-0.068 Maternal Vital: Wt Change-otherPregnancy:0.066 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.062 Maternal Maternal Lab History: MUMPS IGG-postPregnancy:0.059 Diagnosis:9ccs4:Mycoses:-0.059 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:-0.058 * Vital: BMI-avg7to10 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1333 | OR_unadj: 2.458 [1.877 3.218] | indivs AUC:0.623 Correlated most with: Maternal Maternal Procedure History:90472-postPregnancy:0.103 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.085 Maternal Maternal Procedure History:81025-postPregnancy:0.084 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.082 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.080 Maternal Vital: BMI Percentile-postPregnancy:0.077 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.077 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.076 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.076 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.073 * Vital: Wt for Length ZScore-avg7to10 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1331 | OR_unadj: 2.704 [2.060 3.548] | indivs AUC:0.643 Correlated most with: Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.093 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.077 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.076 Maternal Vital: BMI Percentile-postPregnancy:0.075 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.075 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.075 Maternal Maternal Procedure History:81025-postPregnancy:0.074 Maternal Vital: Wt-postPregnancy:0.073 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.073 Diagnosis:9ccs125:Bronchitis:0.072 Vital: Wt for Len Percentile-gain5to10 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1245 | OR_unadj: 0.990 [0.750 1.306] | indivs AUC:0.481 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:0.105 Lab:292495 LEAD LEVEL - Sunrise:0.094 Maternal Diagnosis:9ccs184:Early labor:0.093 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.086 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.077 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.075 Maternal Diagnosis:9ccs60:Acut p-h anm:0.073 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.070 Diagnosis:9ccs200:Oth skin dx:-0.069 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.065 * Vital: BMI-gain7to13 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1475 | OR_unadj: 1.324 [1.001 1.752] | indivs AUC:0.542 Correlated most with: Maternal Diagnosis:9ccs69:Affective dx:-0.083 Maternal Maternal Procedure History:86580-postPregnancy:-0.079 Diagnosis:9ccs10:Immuniz/scrn:-0.068 Maternal Maternal Procedure History:36416-postPregnancy:-0.066 Lab:292495 LEAD LEVEL - Sunrise:-0.059 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.056 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:-0.056 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.056 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:0.055 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.055 Vital: Wt for Len Percentile-gain7to13 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1290 | OR_unadj: 0.991 [0.753 1.305] | indivs AUC:0.576 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.067 Maternal Diagnosis:9ccs69:Affective dx:-0.064 Maternal Maternal Procedure History:86580-postPregnancy:-0.062 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.061 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.061 Maternal Maternal Procedure History:36416-postPregnancy:-0.059 Maternal Diagnosis:9ccs185:Long pregncy:0.057 Diagnosis:9ccs153:GI hemorrhag:-0.057 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:-0.057 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.056 Vital: Wt for Len Percentile-gain16to24 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1289 | OR_unadj: 0.818 [0.613 1.091] | indivs AUC:0.488 Correlated most with: Maternal Diagnosis:9ccs138:Esophgeal dx:-0.076 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.073 Diagnosis:9ccs61:Sickle cell:-0.068 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:-0.067 Maternal Maternal Lab History: A/G-otherPregnancy:0.066 Diagnosis:9ccs234:Crush injury:-0.064 Maternal Diagnosis:9ccs189:Prev c-sectn:0.063 Number of Visits:-0.062 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.062 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.062 * Vital: Wt-gain7to13 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1465 | OR_unadj: 1.582 [1.200 2.085] | indivs AUC:0.584 Correlated most with: Maternal Maternal Procedure History:86580-postPregnancy:-0.082 Maternal Maternal Lab History: WBC-postPregnancy:-0.070 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.067 Diagnosis:9ccs10:Immuniz/scrn:-0.066 Maternal Diagnosis:9ccs184:Early labor:-0.062 Lab:292495 LEAD LEVEL - Sunrise:-0.061 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.060 Maternal Maternal Lab History: LDL-otherPregnancy:0.059 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.058 Maternal Diagnosis:9ccs155:Other GI dx:0.058 * Vital: Wt-avg7to10 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1355 | OR_unadj: 2.480 [1.894 3.248] | indivs AUC:0.633 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.112 Maternal Vital: Wt-postPregnancy:0.107 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.102 Maternal Diagnosis:9ccs185:Long pregncy:0.094 Diagnosis:9ccs219:Low birth wt:-0.091 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.083 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.082 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.081 Diagnosis:9ccs238:Complic proc:-0.079 Diagnosis:9ccs125:Bronchitis:0.075 * Vital: BMI-avg1to3 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1340 | OR_unadj: 1.980 [1.513 2.590] | indivs AUC:0.662 Correlated most with: Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.141 Newborn Diagnosis:9ccs219:Low birth wt:-0.109 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.094 Diagnosis:9ccs219:Low birth wt:-0.084 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.082 Diagnosis:9ccs125:Bronchitis:0.071 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.070 Maternal Vital: Wt-postPregnancy:0.070 Diagnosis:9ccs147:Anal/rectal:0.070 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.069 Vital: Wt for Length ZScore-gain10to16 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1476 | OR_unadj: 1.137 [0.870 1.485] | indivs AUC:0.558 Correlated most with: Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.070 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.068 Maternal Diagnosis:9ccs5:HIV infectn:-0.067 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.064 Diagnosis:9ccs113:Late eff CVD:0.063 Diagnosis:9ccs95:Oth nerv dx:0.059 Newborn Diagnosis:9ccs94:Other ear dx:0.059 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.058 Maternal Diagnosis:9ccs168:PID:-0.055 Maternal Maternal Lab History: BUN-otherPregnancy:0.054 * Vital: Wt for Length ZScore-avg3to5 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1299 | OR_unadj: 1.902 [1.455 2.486] | indivs AUC:0.604 Correlated most with: Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.106 Maternal Maternal Lab History: INHMOM-postPregnancy:0.089 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.087 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.085 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.084 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.080 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.078 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.078 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.077 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.077 Vital: Wt-gain10to16 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1422 | OR_unadj: 1.239 [0.917 1.676] | indivs AUC:0.579 Correlated most with: Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.093 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.067 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.066 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.065 Maternal Maternal Procedure History:86580-postPregnancy:0.063 Number of Visits:0.063 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.063 Diagnosis:9ccs96:Hrt valve dx:-0.063 Diagnosis:9ccs92:Otitis media:0.061 Newborn Diagnosis:9ccs215:gu cong anom:-0.061 * Vital: Wt for Len Percentile-avg10to13 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1379 | OR_unadj: 2.986 [2.269 3.930] | indivs AUC:0.700 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.096 Maternal Diagnosis:9ccs185:Long pregncy:0.082 Maternal Vital: Wt-postPregnancy:0.082 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080 Diagnosis:9ccs125:Bronchitis:0.079 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.076 Diagnosis:9ccs48:Thyroid dsor:-0.075 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.074 Diagnosis:9ccs10:Immuniz/scrn:-0.071 Maternal Diagnosis:9ccs182:Hemorr preg:-0.070 Vital: Ht-gain16to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1417 | OR_unadj: 1.402 [0.978 2.008] | indivs AUC:0.553 Correlated most with: Maternal Diagnosis:9ccs189:Prev c-sectn:0.076 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.074 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.072 Diagnosis:9ccs4:Mycoses:-0.065 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.062 Number of Visits:-0.061 Maternal Maternal Procedure History:J1055-postPregnancy:-0.059 Maternal Maternal Procedure History:90772-postPregnancy:-0.059 Maternal Vital: HR-postPregnancy:0.059 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.059 Vital: Temp-avg19to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1373 | OR_unadj: 1.181 [0.894 1.561] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs133:Oth low resp:-0.092 Maternal Maternal Lab History: INHMOM-postPregnancy:0.085 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:-0.074 Maternal Vital: Temp-postPregnancy:0.072 Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.071 Diagnosis:9ccs154:Gastroent:-0.068 Diagnosis:9ccs92:Otitis media:0.066 Diagnosis:9ccs10:Immuniz/scrn:-0.065 Diagnosis:9ccs238:Complic proc:0.065 Maternal Vital: BP-postPregnancy:-0.063 * Vital: BMI-avg0to1 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1326 | OR_unadj: 1.323 [1.012 1.730] | indivs AUC:0.621 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.237 Maternal Diagnosis:9ccs184:Early labor:-0.227 Diagnosis:9ccs219:Low birth wt:-0.162 Maternal Diagnosis:9ccs185:Long pregncy:0.156 Newborn Diagnosis:9ccs224:Ot perint dx:0.093 Maternal Maternal Lab History: PTT-otherPregnancy:-0.093 Newborn Diagnosis:9ccs221:Resp distres:-0.090 Newborn Diagnosis:9ccs253:Allergy:-0.090 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.087 Maternal Diagnosis:9ccs183:HTN in preg:-0.085 Vital: BMI-gain1to5 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1421 | OR_unadj: 1.007 [0.771 1.314] | indivs AUC:0.507 Correlated most with: Number of Visits:0.129 Diagnosis:9ccs126:Ot up rsp in:0.101 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.100 Maternal Vital: RR-otherPregnancy:0.081 Maternal Maternal Procedure History:90472-postPregnancy:0.078 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.072 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.072 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.070 Diagnosis:9ccs239:Superfic inj:0.070 Diagnosis:9ccs135:Intest infct:0.068 * Vital: Wt-avg5to7 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1315 | OR_unadj: 2.102 [1.606 2.750] | indivs AUC:0.606 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.190 Maternal Diagnosis:9ccs184:Early labor:-0.126 Diagnosis:9ccs238:Complic proc:-0.108 Newborn Diagnosis:9ccs221:Resp distres:-0.103 Maternal Diagnosis:9ccs185:Long pregncy:0.102 Maternal Vital: SpO2-postPregnancy:-0.094 Diagnosis:9ccs219:Low birth wt:-0.091 Maternal Vital: Wt-postPregnancy:0.091 Maternal Vital: RR-postPregnancy:0.084 Newborn Diagnosis:9ccs253:Allergy:-0.072 Vital: Wt for Length ZScore-gain5to10 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1438 | OR_unadj: 1.002 [0.766 1.310] | indivs AUC:0.523 Correlated most with: Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.099 Maternal Diagnosis:9ccs48:Thyroid dsor:-0.093 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.085 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.081 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.079 Maternal Diagnosis:9ccs98:HTN:-0.079 Maternal Maternal Procedure History:96372-otherPregnancy:-0.075 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.074 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.071 Maternal Diagnosis:9ccs184:Early labor:-0.067 * Vital: BMI-gain0to3 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1391 | OR_unadj: 1.452 [1.110 1.899] | indivs AUC:0.557 Correlated most with: Number of Visits:0.140 Diagnosis:9ccs126:Ot up rsp in:0.116 Maternal Diagnosis:9ccs184:Early labor:0.084 Diagnosis:9ccs92:Otitis media:0.082 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:0.070 Diagnosis:9ccs128:Asthma:0.069 Newborn Diagnosis:9ccs256:Exam/eval:0.068 Diagnosis:9ccs122:Pneumonia:0.068 Maternal Maternal Lab History: INR-otherPregnancy:-0.067 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.065 * Vital: Wt-avg1to3 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1353 | OR_unadj: 1.405 [1.071 1.842] | indivs AUC:0.600 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.278 Maternal Diagnosis:9ccs184:Early labor:-0.237 Diagnosis:9ccs219:Low birth wt:-0.169 Maternal Diagnosis:9ccs185:Long pregncy:0.151 Newborn Diagnosis:9ccs256:Exam/eval:-0.136 Newborn Diagnosis:9ccs221:Resp distres:-0.113 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.099 Maternal Maternal Procedure History:86580-postPregnancy:-0.098 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.095 Diagnosis:9ccs143:Abdom hernia:-0.090 * Vital: Wt Percentile-avg19to24 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 921 | OR_unadj: 2.119 [1.615 2.779] | indivs AUC:0.706 Correlated most with: Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.106 Diagnosis:9ccs48:Thyroid dsor:-0.101 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.092 Maternal Vital: Wt-postPregnancy:0.085 Maternal Vital: Ht-postPregnancy:0.078 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.076 Maternal Diagnosis:9ccs182:Hemorr preg:-0.067 Maternal Vital: Wt Percentile-postPregnancy:0.067 Maternal Vital: BP-postPregnancy:0.066 Newborn Diagnosis:9ccs219:Low birth wt:-0.066 * Vital: Wt for Length ZScore-avg1to3 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1348 | OR_unadj: 1.471 [1.126 1.921] | indivs AUC:0.589 Correlated most with: Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.104 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:-0.084 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:-0.083 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.083 Diagnosis:9ccs259:Unclassified:-0.078 Maternal Diagnosis:9ccs5:HIV infectn:0.078 Maternal Diagnosis:9ccs189:Prev c-sectn:0.074 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.069 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.069 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.069 Vital: Wt-gain13to19 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1408 | OR_unadj: 1.117 [0.855 1.458] | indivs AUC:0.590 Correlated most with: Maternal Maternal Procedure History:86703-postPregnancy:-0.066 Number of Visits:0.065 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:-0.064 Maternal Diagnosis:9ccs46:Bnign ut neo:0.063 Maternal Maternal Lab History: AMYLASE-postPregnancy:-0.062 Diagnosis:9ccs7:Viral infect:0.062 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.062 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.061 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.060 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.060 Vital: Temp-latest | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.465 Correlated most with: Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.105 Diagnosis:9ccs154:Gastroent:-0.089 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.079 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.079 Maternal Maternal Lab History: INHMOM-postPregnancy:0.078 Maternal Maternal Lab History: AST-otherPregnancy:0.075 Maternal Diagnosis:9ccs181:Ot preg comp:0.070 Maternal Diagnosis:9ccs91:Other eye dx:0.069 Maternal Diagnosis:9ccs10:Immuniz/scrn:0.069 Maternal Vital: BP-postPregnancy:-0.067 * Vital: Wt-avg3to5 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1316 | OR_unadj: 1.676 [1.282 2.190] | indivs AUC:0.597 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.220 Maternal Diagnosis:9ccs184:Early labor:-0.140 Maternal Diagnosis:9ccs185:Long pregncy:0.136 Diagnosis:9ccs219:Low birth wt:-0.108 Maternal Vital: Wt-postPregnancy:0.096 Maternal Diagnosis:9ccs128:Asthma:-0.094 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.091 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.089 Newborn Diagnosis:9ccs222:Perint jaund:-0.085 Newborn Diagnosis:9ccs221:Resp distres:-0.080 Vital: Temp-avg1to3 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1348 | OR_unadj: 1.102 [0.834 1.456] | indivs AUC:0.527 Correlated most with: Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.083 Maternal Maternal Procedure History:36415-otherPregnancy:-0.077 Diagnosis:9ccs90:Eye infectn:-0.077 Diagnosis:9ccs7:Viral infect:-0.077 Maternal Maternal Lab History: MONOS-postPregnancy:0.072 Maternal Maternal Procedure History:99401-otherPregnancy:0.071 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.069 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.068 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.068 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.067 * Vital: Wt-gain0to3 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1401 | OR_unadj: 1.349 [1.031 1.765] | indivs AUC:0.605 Correlated most with: Number of Visits:0.150 Diagnosis:9ccs126:Ot up rsp in:0.121 Diagnosis:9ccs92:Otitis media:0.100 Diagnosis:9ccs10:Immuniz/scrn:0.083 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.073 Diagnosis:9ccs137:Mouth dx:0.071 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.068 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.068 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:0.066 Diagnosis:9ccs128:Asthma:0.066 Vital: HC-gain0to3 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1332 | OR_unadj: 0.871 [0.636 1.192] | indivs AUC:0.490 Correlated most with: Number of Visits:0.117 Maternal Maternal Lab History: INR-otherPregnancy:-0.090 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:-0.077 Diagnosis:9ccs126:Ot up rsp in:0.073 Maternal Diagnosis:9ccs7:Viral infect:-0.072 Diagnosis:9ccs137:Mouth dx:0.072 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:-0.069 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.069 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.068 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:0.068 Vital: Temp-avg0to1 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.490 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.092 Maternal Maternal Procedure History:81025-postPregnancy:-0.065 Maternal Maternal Procedure History:J1055-postPregnancy:-0.065 Diagnosis:9ccs76:Meningitis:0.063 Diagnosis:9ccs216:Nerv cong an:0.063 Diagnosis:9ccs58:Ot nutrit dx:-0.063 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.063 Maternal Maternal Lab History: POLYS-postPregnancy:-0.061 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.061 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.061 Vital: Temp-avg7to10 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1351 | OR_unadj: 0.832 [0.534 1.296] | indivs AUC:0.478 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.195 Diagnosis:9ccs255:Social admin:-0.173 Diagnosis:9ccs7:Viral infect:-0.111 Number of Visits:-0.107 Diagnosis:9ccs126:Ot up rsp in:-0.105 Diagnosis:9ccs74:Ot mentl cnd:-0.095 Diagnosis:9ccs217:Ot cong anom:-0.094 Diagnosis:9ccs257:Ot aftercare:-0.090 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:0.079 Diagnosis:9ccs197:Skin infectn:-0.074 * Vital: Wt for Len Percentile-avg7to10 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1304 | OR_unadj: 2.608 [1.991 3.417] | indivs AUC:0.622 Correlated most with: Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.079 Maternal Vital: Wt-postPregnancy:0.079 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.073 Maternal Maternal Procedure History:J1055-postPregnancy:-0.072 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.071 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.071 Diagnosis:9ccs125:Bronchitis:0.070 Maternal Vital: BMI Percentile-postPregnancy:0.070 Maternal Diagnosis:9ccs163:Other GU dx:-0.067 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.065 * Vital: Wt Percentile-avg16to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 747 | OR_unadj: 1.781 [1.341 2.364] | indivs AUC:0.649 Correlated most with: Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.106 Diagnosis:9ccs48:Thyroid dsor:-0.085 Maternal Vital: BP-postPregnancy:0.082 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.080 Maternal Vital: Wt-postPregnancy:0.073 Maternal Maternal Procedure History:90746-postPregnancy:-0.073 Diagnosis:9ccs208:Acq foot def:0.072 Maternal Vital: BMI Percentile-postPregnancy:0.072 Diagnosis:9ccs205:Back problem:-0.071 Maternal Vital: Wt Percentile-postPregnancy:0.071 Maternal Diagnosis:9ccs10:Immuniz/scrn | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 178 | OR_unadj: 1.268 [0.843 1.907] | indivs AUC:0.525 Correlated most with: Maternal Diagnosis:9ccs10:Immuniz/scrn:1.000 Maternal Diagnosis:9ccs181:Ot preg comp:0.467 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.114 Maternal Diagnosis:9ccs259:Unclassified:0.100 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.085 Maternal Maternal Procedure History:90470-postPregnancy:0.076 Maternal Maternal Procedure History:90663-postPregnancy:0.076 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.075 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.073 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.072 Vital: Wt for Length ZScore-gain3to7 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1431 | OR_unadj: 0.985 [0.752 1.290] | indivs AUC:0.510 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:0.085 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.083 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.082 Maternal Maternal Procedure History:81025-otherPregnancy:-0.082 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.081 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.081 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.080 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:0.072 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.067 Maternal Vital: Wt Change-postPregnancy:-0.064 Vital: HC-latest | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.592 Correlated most with: Number of Visits:0.302 Diagnosis:9ccs126:Ot up rsp in:0.252 Diagnosis:9ccs10:Immuniz/scrn:0.246 Diagnosis:9ccs92:Otitis media:0.214 Diagnosis:9ccs257:Ot aftercare:0.211 Diagnosis:9ccs7:Viral infect:0.160 Diagnosis:9ccs125:Bronchitis:0.152 Diagnosis:9ccs135:Intest infct:0.150 Diagnosis:9ccs90:Eye infectn:0.137 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.128 Vital: Wt for Length ZScore-gain16to24 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1432 | OR_unadj: 1.066 [0.815 1.393] | indivs AUC:0.594 Correlated most with: Maternal Vital: BMI-postPregnancy:0.074 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.070 Maternal Maternal Procedure History:81000-otherPregnancy:0.068 Maternal Maternal Lab History: MPV-postPregnancy:-0.065 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.065 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.065 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.064 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.062 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.061 Maternal Vital: Wt Percentile-postPregnancy:0.060 * Vital: Ht-gain7to13 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1451 | OR_unadj: 1.379 [1.027 1.851] | indivs AUC:0.532 Correlated most with: Maternal Diagnosis:9ccs69:Affective dx:-0.090 Maternal Maternal Procedure History:86580-postPregnancy:-0.077 Maternal Maternal Procedure History:36416-postPregnancy:-0.066 Maternal Diagnosis:9ccs184:Early labor:-0.061 Diagnosis:9ccs10:Immuniz/scrn:-0.060 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.058 Maternal Maternal Lab History: LDL-otherPregnancy:0.058 Maternal Diagnosis:9ccs186:DM in preg:-0.057 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.057 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.057 Vital: Wt for Length ZScore-gain7to13 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1460 | OR_unadj: 1.296 [0.993 1.692] | indivs AUC:0.536 Correlated most with: Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.104 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.104 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.092 Lab:292495 LEAD LEVEL - Sunrise:0.089 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.082 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.082 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.082 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.078 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.077 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.075 * Vital: Wt for Length ZScore-avg5to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1297 | OR_unadj: 2.431 [1.856 3.184] | indivs AUC:0.646 Correlated most with: Maternal Vital: SpO2-postPregnancy:-0.094 Diagnosis:9ccs238:Complic proc:-0.091 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.086 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.084 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.075 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.075 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.073 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.065 Maternal Maternal Lab History: ANION GAP-otherPregnancy:-0.065 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.061 * Vital: BMI-avg5to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1293 | OR_unadj: 2.167 [1.657 2.835] | indivs AUC:0.634 Correlated most with: Maternal Vital: SpO2-postPregnancy:-0.110 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.104 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.099 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.090 Diagnosis:9ccs238:Complic proc:-0.089 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.089 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.087 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.081 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:0.074 Maternal Maternal Lab History: TP PERIOD-postPregnancy:0.073 * Vital: Wt for Length ZScore-gain13to19 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1451 | OR_unadj: 1.313 [1.006 1.713] | indivs AUC:0.514 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:-0.077 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.071 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.068 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.066 Diagnosis:9ccs163:Other GU dx:-0.065 Newborn Diagnosis:9ccs222:Perint jaund:0.065 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.063 Diagnosis:9ccs240:Burns:-0.063 Diagnosis:9ccs143:Abdom hernia:0.059 Newborn Diagnosis:9ccs219:Low birth wt:0.058 Vital: BMI-gain3to7 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1430 | OR_unadj: 1.091 [0.835 1.425] | indivs AUC:0.512 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:-0.095 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.084 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.081 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:0.081 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.079 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.079 Maternal Maternal Procedure History:86580-postPregnancy:-0.072 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.071 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.071 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.071 * Vital: Wt-gain5to10 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1444 | OR_unadj: 1.450 [1.102 1.909] | indivs AUC:0.564 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.096 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.092 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.081 Maternal Diagnosis:9ccs149:Biliary dx:0.074 Maternal Maternal Lab History: MCV-otherPregnancy:-0.074 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:-0.072 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.072 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:-0.068 Maternal Vital: Wt-postPregnancy:0.068 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.066 Vital: Wt-gain1to5 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1425 | OR_unadj: 1.212 [0.922 1.593] | indivs AUC:0.535 Correlated most with: Number of Visits:0.186 Diagnosis:9ccs126:Ot up rsp in:0.121 Diagnosis:9ccs7:Viral infect:0.096 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.086 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.085 Diagnosis:9ccs239:Superfic inj:0.084 Maternal Maternal Procedure History:90472-postPregnancy:0.080 Diagnosis:9ccs154:Gastroent:-0.075 Diagnosis:9ccs135:Intest infct:0.074 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:-0.073 Vital: Ht-gain10to16 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1404 | OR_unadj: 1.132 [0.839 1.528] | indivs AUC:0.537 Correlated most with: Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.078 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.077 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.076 Maternal Diagnosis:9ccs46:Bnign ut neo:-0.075 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.075 Maternal Diagnosis:9ccs172:Ovarian cyst:-0.071 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.068 Diagnosis:9ccs92:Otitis media:0.067 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.067 Maternal Maternal Procedure History:86580-postPregnancy:0.062 * Vital: Wt Percentile-gain0to24 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 906 | OR_unadj: 1.985 [1.512 2.606] | indivs AUC:0.707 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.101 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.099 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090 Maternal Vital: Wt-postPregnancy:0.084 Maternal Vital: Ht-postPregnancy:0.080 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.077 Maternal Vital: BP-postPregnancy:0.070 Maternal Vital: Wt Percentile-postPregnancy:0.067 Maternal Diagnosis:9ccs182:Hemorr preg:-0.067 Newborn Diagnosis:9ccs219:Low birth wt:-0.065 Vital: BMI-gain10to16 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1448 | OR_unadj: 1.186 [0.893 1.575] | indivs AUC:0.540 Correlated most with: Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.079 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.074 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.070 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.068 Diagnosis:9ccs163:Other GU dx:-0.067 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.067 Maternal Maternal Procedure History:86580-postPregnancy:0.066 Diagnosis:9ccs92:Otitis media:0.065 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.063 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.061 Vital: HC-gain1to5 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1346 | OR_unadj: 0.866 [0.657 1.140] | indivs AUC:0.519 Correlated most with: Number of Visits:0.099 Diagnosis:9ccs125:Bronchitis:0.091 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.091 Diagnosis:9ccs154:Gastroent:-0.089 Maternal Vital: PL-otherPregnancy:-0.084 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.082 Newborn Diagnosis:9ccs222:Perint jaund:0.077 Diagnosis:9ccs163:Other GU dx:0.076 Diagnosis:9ccs126:Ot up rsp in:0.075 Maternal Vital: RR-otherPregnancy:0.073 Vital: Ht-gain0to3 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1394 | OR_unadj: 0.853 [0.644 1.129] | indivs AUC:0.537 Correlated most with: Number of Visits:0.136 Diagnosis:9ccs126:Ot up rsp in:0.108 Maternal Maternal Lab History: INR-otherPregnancy:-0.086 Diagnosis:9ccs10:Immuniz/scrn:0.076 Diagnosis:9ccs92:Otitis media:0.074 Maternal Diagnosis:9ccs7:Viral infect:-0.071 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.070 Maternal Maternal Lab History: WBC-postPregnancy:0.069 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.068 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.068 Vital: Temp-avg10to13 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1399 | OR_unadj: 1.016 [0.764 1.351] | indivs AUC:0.560 Correlated most with: Diagnosis:9ccs175:Ot femal gen:-0.199 Maternal Diagnosis:9ccs172:Ovarian cyst:-0.199 Maternal Diagnosis:9ccs46:Bnign ut neo:-0.146 Diagnosis:9ccs223:Birth trauma:-0.120 Maternal Diagnosis:9ccs188:Pelvic obstr:-0.105 Diagnosis:9ccs247:Lymph enlarg:-0.090 Newborn Diagnosis:9ccs259:Unclassified:-0.079 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:-0.079 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:-0.079 Maternal Diagnosis:9ccs238:Complic proc:0.075 Vital: Wt for Length ZScore-gain1to5 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1394 | OR_unadj: 1.181 [0.903 1.546] | indivs AUC:0.536 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:0.133 Newborn Diagnosis:9ccs219:Low birth wt:0.111 Diagnosis:9ccs147:Anal/rectal:0.103 Diagnosis:9ccs219:Low birth wt:0.092 Maternal Diagnosis:9ccs185:Long pregncy:-0.086 Maternal Maternal Procedure History:81025-otherPregnancy:0.085 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.082 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.082 Maternal Diagnosis:9ccs46:Bnign ut neo:-0.077 Maternal Maternal Procedure History:36416-postPregnancy:-0.070 Vital: Ht-gain1to5 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1420 | OR_unadj: 0.786 [0.598 1.035] | indivs AUC:0.479 Correlated most with: Number of Visits:0.163 Diagnosis:9ccs126:Ot up rsp in:0.103 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.095 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.085 Maternal Vital: RR-otherPregnancy:0.083 Diagnosis:9ccs135:Intest infct:0.079 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.074 Diagnosis:9ccs154:Gastroent:-0.070 Maternal Maternal Procedure History:90472-postPregnancy:0.069 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:-0.069 Vital: Temp-avg5to7 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1315 | OR_unadj: 1.008 [0.763 1.331] | indivs AUC:0.495 Correlated most with: Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.085 Diagnosis:9ccs94:Other ear dx:0.078 Maternal Vital: SpO2-postPregnancy:0.072 Maternal Diagnosis:9ccs61:Sickle cell:0.067 Diagnosis:9ccs123:Influenza:0.061 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.060 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:-0.060 Diagnosis:9ccs234:Crush injury:0.060 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.059 Maternal Diagnosis:9ccs238:Complic proc:0.058 * Vital: Wt-gain3to7 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1439 | OR_unadj: 1.333 [1.022 1.740] | indivs AUC:0.560 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:-0.091 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.086 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:0.084 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.083 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.082 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.078 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.077 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.077 Diagnosis:9ccs92:Otitis media:0.074 Maternal Maternal Lab History: GLOBULIN-postPregnancy:0.074 Vital: Temp-avg3to5 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1313 | OR_unadj: 0.989 [0.753 1.299] | indivs AUC:0.470 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.102 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.095 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.092 Number of Visits:0.090 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.087 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:-0.080 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.077 Maternal Maternal Procedure History:97014-postPregnancy:0.077 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:-0.075 Maternal Maternal Lab History: AST-otherPregnancy:0.070 Vital: Temp-avg13to16 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1313 | OR_unadj: 1.227 [0.936 1.609] | indivs AUC:0.567 Correlated most with: Diagnosis:9ccs92:Otitis media:0.145 Maternal Vital: BMI-otherPregnancy:0.130 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.124 Maternal Diagnosis:9ccs149:Biliary dx:0.085 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.082 Maternal Diagnosis:9ccs183:HTN in preg:0.081 Diagnosis:9ccs124:Tonsillitis:0.081 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.078 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.078 Maternal Maternal Lab History: FERRITIN-postPregnancy:-0.078 Vital: Wt-avg0to1 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1336 | OR_unadj: 1.096 [0.838 1.434] | indivs AUC:0.526 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.362 Maternal Diagnosis:9ccs184:Early labor:-0.355 Diagnosis:9ccs219:Low birth wt:-0.222 Maternal Diagnosis:9ccs185:Long pregncy:0.217 Newborn Diagnosis:9ccs221:Resp distres:-0.150 Newborn Diagnosis:9ccs256:Exam/eval:-0.139 Newborn Diagnosis:9ccs224:Ot perint dx:0.130 Maternal Diagnosis:9ccs183:HTN in preg:-0.125 Newborn Diagnosis:9ccs253:Allergy:-0.111 Newborn Diagnosis:9ccs222:Perint jaund:-0.107 Vital: HC-avg1to3 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1229 | OR_unadj: 0.920 [0.701 1.208] | indivs AUC:0.492 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:-0.219 Newborn Diagnosis:9ccs219:Low birth wt:-0.212 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.130 Diagnosis:9ccs219:Low birth wt:-0.111 Maternal Diagnosis:9ccs185:Long pregncy:0.101 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.099 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.097 Newborn Diagnosis:9ccs256:Exam/eval:-0.090 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.082 Maternal Maternal Lab History: FASTING-otherPregnancy:0.081 Diagnosis:9ccs255:Social admin | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1616 | OR_unadj: 0.664 [0.382 1.152] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs255:Social admin:1.000 Diagnosis:9ccs10:Immuniz/scrn:0.458 Diagnosis:9ccs126:Ot up rsp in:0.355 Diagnosis:9ccs253:Allergy:0.212 Diagnosis:9ccs92:Otitis media:0.192 Diagnosis:9ccs257:Ot aftercare:0.190 Diagnosis:9ccs7:Viral infect:0.187 Number of Visits:0.148 Diagnosis:9ccs90:Eye infectn:0.125 Diagnosis:9ccs125:Bronchitis:0.124 Vital: Temp-avg16to19 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1297 | OR_unadj: 0.872 [0.571 1.331] | indivs AUC:0.514 Correlated most with: Diagnosis:9ccs255:Social admin:-0.143 Diagnosis:9ccs10:Immuniz/scrn:-0.132 Number of Visits:-0.118 Diagnosis:9ccs257:Ot aftercare:-0.106 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.102 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.102 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.097 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.097 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.094 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.094 * Vital: Wt Change-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 979 | OR_unadj: 1.660 [1.219 2.259] | indivs AUC:0.608 Correlated most with: Number of Visits:-0.181 Diagnosis:9ccs126:Ot up rsp in:-0.138 Diagnosis:9ccs92:Otitis media:-0.120 Diagnosis:9ccs125:Bronchitis:-0.110 Maternal Maternal Procedure History:90746-postPregnancy:-0.099 Diagnosis:9ccs133:Oth low resp:-0.082 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:-0.082 Newborn Diagnosis:9ccs0:No DX:0.081 Diagnosis:9ccs135:Intest infct:-0.079 Diagnosis:9ccs257:Ot aftercare:-0.078 * Vital: HC-avg13to16 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 990 | OR_unadj: 1.619 [1.234 2.125] | indivs AUC:0.603 Correlated most with: Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.087 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.084 Maternal Maternal Lab History: PTT-otherPregnancy:-0.079 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.079 Maternal Vital: HR-otherPregnancy:0.078 Maternal Maternal Lab History: MONOS-postPregnancy:-0.073 Maternal Vital: Ht Percentile-otherPregnancy:-0.072 Maternal Diagnosis:9ccs138:Esophgeal dx:-0.063 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.063 Maternal Diagnosis:9ccs187:Malposition:0.061 Vital: Wt Percentile-gain16to24 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 961 | OR_unadj: 1.048 [0.733 1.496] | indivs AUC:0.531 Correlated most with: Maternal Diagnosis:9ccs138:Esophgeal dx:-0.094 Maternal Vital: BMI-otherPregnancy:-0.092 Maternal Vital: Wt Change-otherPregnancy:0.085 Diagnosis:9ccs0:No DX:0.084 Diagnosis:9ccs74:Ot mentl cnd:0.077 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.074 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.071 Maternal Maternal Procedure History:90470-postPregnancy:0.069 Maternal Maternal Procedure History:90663-postPregnancy:0.069 Maternal Maternal Procedure History:90772-postPregnancy:-0.068 Vital: HC-gain3to7 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1310 | OR_unadj: 1.076 [0.825 1.404] | indivs AUC:0.578 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.075 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.073 Lab:292495 LEAD LEVEL - Sunrise:-0.071 Maternal Maternal Procedure History:99401-postPregnancy:-0.068 Maternal Maternal Procedure History:86703-postPregnancy:-0.067 Maternal Maternal Lab History: GAMMA GT-postPregnancy:-0.066 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.065 Maternal Maternal Lab History: A/G-otherPregnancy:0.065 Maternal Diagnosis:9ccs58:Ot nutrit dx:-0.064 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.062 Vital: Ht-gain13to19 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1378 | OR_unadj: 0.895 [0.685 1.171] | indivs AUC:0.438 Correlated most with: Maternal Diagnosis:9ccs46:Bnign ut neo:0.079 Maternal Diagnosis:9ccs172:Ovarian cyst:0.070 Maternal Vital: Wt Percentile-otherPregnancy:0.065 Maternal Maternal Procedure History:86703-postPregnancy:-0.064 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.062 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.060 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.057 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.057 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:-0.056 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.056 Vital: Ht-avg7to10 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1332 | OR_unadj: 1.262 [0.963 1.654] | indivs AUC:0.531 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.129 Maternal Vital: Ht-postPregnancy:0.115 Maternal Diagnosis:9ccs5:HIV infectn:-0.099 Maternal Diagnosis:9ccs184:Early labor:-0.098 Maternal Diagnosis:9ccs185:Long pregncy:0.097 Maternal Diagnosis:9ccs193:OB-related perin trauma:0.094 Diagnosis:9ccs219:Low birth wt:-0.079 Maternal Vital: Wt-postPregnancy:0.076 Diagnosis:9ccs238:Complic proc:-0.075 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.074 Vital: HC-gain7to13 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1298 | OR_unadj: 1.240 [0.922 1.668] | indivs AUC:0.586 Correlated most with: Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.082 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.073 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.072 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.071 Diagnosis:9ccs10:Immuniz/scrn:-0.069 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.069 Maternal Diagnosis:9ccs238:Complic proc:-0.067 Diagnosis:9ccs251:Abdomnl pain:0.066 Maternal Maternal Procedure History:97140-postPregnancy:-0.065 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:-0.065 Vital: Ht-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1614 | OR_unadj: 1.271 [0.956 1.688] | indivs AUC:0.560 Correlated most with: Number of Visits:0.447 Diagnosis:9ccs10:Immuniz/scrn:0.345 Diagnosis:9ccs126:Ot up rsp in:0.315 Diagnosis:9ccs92:Otitis media:0.265 Diagnosis:9ccs7:Viral infect:0.206 Diagnosis:9ccs257:Ot aftercare:0.188 Diagnosis:9ccs135:Intest infct:0.156 Diagnosis:9ccs90:Eye infectn:0.148 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.138 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.137 Vital: BMI-gain5to10 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1455 | OR_unadj: 1.104 [0.834 1.462] | indivs AUC:0.488 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.095 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.087 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.077 Maternal Diagnosis:9ccs149:Biliary dx:0.073 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.072 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.068 Maternal Vital: Wt Percentile-otherPregnancy:0.067 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.067 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.066 Maternal Maternal Lab History: MCV-otherPregnancy:-0.064 Vital: Ht-gain3to7 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1405 | OR_unadj: 1.120 [0.858 1.461] | indivs AUC:0.523 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:-0.091 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.087 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.080 Maternal Maternal Procedure History:86580-postPregnancy:-0.073 Diagnosis:9ccs240:Burns:-0.071 Maternal Vital: Temp-postPregnancy:0.070 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.069 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.069 Diagnosis:9ccs113:Late eff CVD:0.069 Maternal Diagnosis:9ccs98:HTN:-0.069 Maternal Diagnosis:9ccs181:Ot preg comp | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 487 | OR_unadj: 1.286 [0.968 1.709] | indivs AUC:0.523 Correlated most with: Maternal Diagnosis:9ccs181:Ot preg comp:1.000 Maternal Diagnosis:9ccs10:Immuniz/scrn:0.467 Maternal Diagnosis:9ccs59:Anemia:0.379 Maternal Diagnosis:9ccs128:Asthma:0.219 Maternal Diagnosis:9ccs60:Acut p-h anm:0.182 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.180 Maternal Diagnosis:9ccs7:Viral infect:0.144 Maternal Diagnosis:9ccs48:Thyroid dsor:0.139 Maternal Diagnosis:9ccs106:Dysrhythmia:0.128 Maternal Diagnosis:9ccs168:PID:0.128 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1058 | OR_unadj: 1.146 [0.865 1.519] | indivs AUC:0.509 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.999 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.278 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.277 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.188 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.187 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.163 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.162 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.153 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.151 Vital: HC-avg3to5 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1129 | OR_unadj: 1.116 [0.845 1.474] | indivs AUC:0.490 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:-0.147 Newborn Diagnosis:9ccs219:Low birth wt:-0.133 Diagnosis:9ccs219:Low birth wt:-0.093 Newborn Diagnosis:9ccs94:Other ear dx:0.092 Maternal Maternal Procedure History:81000-postPregnancy:-0.077 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.073 Maternal Diagnosis:9ccs185:Long pregncy:0.072 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.072 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.070 Maternal Vital: Ht-postPregnancy:0.070 Vital: HC-gain16to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1064 | OR_unadj: 0.868 [0.662 1.137] | indivs AUC:0.535 Correlated most with: Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.071 Maternal Maternal Procedure History:J1055-postPregnancy:-0.063 Maternal Diagnosis:9ccs159:UTI:-0.062 Lab:292495 LEAD LEVEL - Sunrise:0.060 Diagnosis:9ccs209:Ot acq defor:0.056 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.055 Maternal Maternal Procedure History:86580-postPregnancy:0.055 Newborn Diagnosis:9ccs256:Exam/eval:-0.054 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.054 Maternal Diagnosis:9ccs98:HTN:0.054 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1055 | OR_unadj: 1.153 [0.870 1.529] | indivs AUC:0.515 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.999 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.277 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.276 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.188 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.188 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.164 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.164 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.153 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.153 Maternal Vital: BP-postPregnancy | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 666 | OR_unadj: 1.322 [0.954 1.832] | indivs AUC:0.537 Correlated most with: Maternal Vital: BP-postPregnancy:1.000 Maternal Vital: BP-otherPregnancy:0.421 Maternal Vital: Wt-postPregnancy:0.298 Maternal Vital: Wt-otherPregnancy:0.189 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.184 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.158 Maternal Diagnosis:9ccs183:HTN in preg:0.157 Maternal Maternal Lab History: URINE PH-postPregnancy:-0.153 MatDeliveryAge:0.144 Maternal Maternal Lab History: RBC-postPregnancy:0.137 Maternal Diagnosis:9ccs190:Fetal distrs | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 378 | OR_unadj: 0.848 [0.610 1.181] | indivs AUC:0.462 Correlated most with: Maternal Diagnosis:9ccs190:Fetal distrs:1.000 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.147 Maternal Diagnosis:9ccs185:Long pregncy:0.141 Maternal Diagnosis:9ccs195:Ot compl bir:0.102 Maternal Diagnosis:9ccs176:Contraceptiv:-0.085 Diagnosis:9ccs61:Sickle cell:0.078 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.075 Maternal Maternal Procedure History:36415-otherPregnancy:0.072 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.070 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.070 Vital: BMI-gain13to19 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1431 | OR_unadj: 0.840 [0.643 1.097] | indivs AUC:0.566 Correlated most with: Maternal Vital: Wt Percentile-otherPregnancy:0.067 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.066 Diagnosis:9ccs163:Other GU dx:0.065 Maternal Maternal Procedure History:86703-postPregnancy:-0.065 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.064 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.061 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:-0.059 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.058 Maternal Maternal Lab History: AST-postPregnancy:0.058 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.058 Vital: Ht-gain5to10 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1429 | OR_unadj: 1.097 [0.806 1.493] | indivs AUC:0.492 Correlated most with: Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.081 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.081 Lab:292495 LEAD LEVEL - Sunrise:0.079 Maternal Vital: Wt Percentile-otherPregnancy:0.069 Maternal Maternal Procedure History:81000-postPregnancy:0.068 Maternal Diagnosis:9ccs98:HTN:0.066 Maternal Diagnosis:9ccs149:Biliary dx:0.065 Diagnosis:9ccs89:Blindness:0.064 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.063 Maternal Diagnosis:9ccs192:Umbil cord:-0.063 Vital: HC-gain10to16 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1222 | OR_unadj: 1.142 [0.874 1.492] | indivs AUC:0.484 Correlated most with: Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.090 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.080 Diagnosis:9ccs256:Exam/eval:-0.077 Diagnosis:9ccs154:Gastroent:-0.070 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.070 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.068 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:-0.065 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.065 Maternal Diagnosis:9ccs159:UTI:0.065 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.065 Vital: Ht-avg5to7 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1293 | OR_unadj: 1.103 [0.839 1.451] | indivs AUC:0.484 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.219 Maternal Diagnosis:9ccs184:Early labor:-0.170 Maternal Diagnosis:9ccs193:OB-related perin trauma:0.118 Newborn Diagnosis:9ccs221:Resp distres:-0.116 Maternal Vital: Ht-postPregnancy:0.102 Maternal Diagnosis:9ccs185:Long pregncy:0.090 Newborn Diagnosis:9ccs222:Perint jaund:-0.087 Maternal Diagnosis:9ccs259:Unclassified:-0.085 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.085 Newborn Diagnosis:9ccs200:Oth skin dx:-0.084 * Vital: HC-avg7to10 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1133 | OR_unadj: 1.714 [1.288 2.282] | indivs AUC:0.535 Correlated most with: Maternal Maternal Procedure History:97140-postPregnancy:0.480 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.455 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.324 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.297 Maternal Maternal Procedure History:97110-postPregnancy:0.292 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.205 Maternal Maternal Lab History: PTT-postPregnancy:-0.184 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.183 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.170 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.169 * Vital: HC-avg16to19 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 930 | OR_unadj: 1.811 [1.365 2.403] | indivs AUC:0.545 Correlated most with: Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.096 Diagnosis:9ccs51:Ot endo dsor:-0.094 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.084 Maternal Vital: Ht Percentile-otherPregnancy:-0.084 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.084 Maternal Maternal Procedure History:90649-postPregnancy:-0.081 Diagnosis:9ccs204:Ot joint dx:-0.075 Maternal Vital: Wt-postPregnancy:0.075 Maternal Vital: Ht-postPregnancy:0.075 Maternal Maternal Procedure History:90471-postPregnancy:-0.075 * Vital: HC-avg10to13 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1158 | OR_unadj: 1.481 [1.134 1.934] | indivs AUC:0.587 Correlated most with: Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.093 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.088 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.080 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.074 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.072 Maternal Maternal Lab History: AST-postPregnancy:-0.070 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.069 Maternal Vital: Ht-postPregnancy:0.067 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.066 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.065 Vital: Ht-avg1to3 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1348 | OR_unadj: 0.914 [0.694 1.204] | indivs AUC:0.517 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.303 Maternal Diagnosis:9ccs184:Early labor:-0.278 Diagnosis:9ccs219:Low birth wt:-0.175 Maternal Diagnosis:9ccs185:Long pregncy:0.151 Maternal Diagnosis:9ccs193:OB-related perin trauma:0.129 Newborn Diagnosis:9ccs222:Perint jaund:-0.123 Maternal Diagnosis:9ccs5:HIV infectn:-0.122 Diagnosis:9ccs143:Abdom hernia:-0.119 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117 Maternal Diagnosis:9ccs183:HTN in preg:-0.115 Vital: HR-latest | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1010 | OR_unadj: 0.762 [0.553 1.050] | indivs AUC:0.540 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:0.112 Diagnosis:9ccs217:Ot cong anom:0.083 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.083 Maternal Maternal Lab History: BUN-postPregnancy:-0.081 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.071 Maternal Vital: Ht-postPregnancy:-0.071 Newborn Diagnosis:9ccs256:Exam/eval:0.069 Maternal Vital: Wt Percentile-postPregnancy:-0.067 Diagnosis:9ccs47:Ot bnign neo:0.063 Diagnosis:9ccs122:Pneumonia:-0.063 Vital: Ht-avg10to13 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1381 | OR_unadj: 1.307 [0.998 1.712] | indivs AUC:0.544 Correlated most with: Maternal Vital: Ht-postPregnancy:0.122 Newborn Diagnosis:9ccs219:Low birth wt:-0.118 Maternal Diagnosis:9ccs185:Long pregncy:0.102 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.091 Maternal Vital: Ht-otherPregnancy:0.083 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.081 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.081 Maternal Vital: Wt-postPregnancy:0.080 Maternal Diagnosis:9ccs184:Early labor:-0.079 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.074 * Vital: HC-avg5to7 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1123 | OR_unadj: 1.500 [1.143 1.967] | indivs AUC:0.535 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:-0.130 Newborn Diagnosis:9ccs219:Low birth wt:-0.118 Newborn Diagnosis:9ccs221:Resp distres:-0.085 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.082 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:-0.082 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.078 Maternal Diagnosis:9ccs106:Dysrhythmia:-0.073 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.072 Diagnosis:9ccs219:Low birth wt:-0.070 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.067 Vital: HC-gain5to10 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1305 | OR_unadj: 1.028 [0.772 1.370] | indivs AUC:0.434 Correlated most with: Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.127 Maternal Vital: Ht-otherPregnancy:-0.103 Maternal Maternal Procedure History:97140-postPregnancy:0.096 Lab:292495 LEAD LEVEL - Sunrise:0.079 Maternal Maternal Lab History: PTT-postPregnancy:-0.078 Maternal Maternal Lab History: CREATININE-postPregnancy:-0.076 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.073 Maternal Vital: BMI-postPregnancy:0.069 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.068 Diagnosis:9ccs251:Abdomnl pain:-0.067 Vital: Ht-avg3to5 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1296 | OR_unadj: 0.876 [0.661 1.159] | indivs AUC:0.509 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.251 Maternal Diagnosis:9ccs184:Early labor:-0.199 Maternal Diagnosis:9ccs185:Long pregncy:0.130 Maternal Diagnosis:9ccs193:OB-related perin trauma:0.109 Newborn Diagnosis:9ccs221:Resp distres:-0.104 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.104 Diagnosis:9ccs219:Low birth wt:-0.099 Newborn Diagnosis:9ccs222:Perint jaund:-0.097 Maternal Diagnosis:9ccs183:HTN in preg:-0.092 Newborn Diagnosis:9ccs256:Exam/eval:-0.091 * Vital: Wt for Len Percentile-gain10to16 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1273 | OR_unadj: 1.672 [1.280 2.183] | indivs AUC:0.545 Correlated most with: Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.080 Diagnosis:9ccs163:Other GU dx:-0.077 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.075 Maternal Vital: Wt Percentile-otherPregnancy:-0.065 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:0.064 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.064 Maternal Diagnosis:9ccs46:Bnign ut neo:-0.063 Maternal Diagnosis:9ccs176:Contraceptiv:0.062 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.061 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:-0.061 * Vital: Ht-avg13to16 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1287 | OR_unadj: 1.332 [1.019 1.741] | indivs AUC:0.515 Correlated most with: Maternal Vital: Ht-postPregnancy:0.136 Newborn Diagnosis:9ccs219:Low birth wt:-0.120 Maternal Vital: Wt-postPregnancy:0.098 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.092 Diagnosis:9ccs2:Septicemia:0.082 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.079 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.076 Maternal Vital: Ht-otherPregnancy:0.075 Maternal Diagnosis:9ccs184:Early labor:-0.074 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.074 * Maternal Diagnosis:9ccs183:HTN in preg | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 155 | OR_unadj: 1.745 [1.167 2.610] | indivs AUC:0.518 Correlated most with: Maternal Diagnosis:9ccs183:HTN in preg:1.000 Maternal Diagnosis:9ccs98:HTN:0.188 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.172 Maternal Vital: BP-postPregnancy:0.157 Newborn Diagnosis:9ccs219:Low birth wt:0.144 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.134 Maternal Diagnosis:9ccs184:Early labor:0.128 Maternal Maternal Lab History: LDH-postPregnancy:0.118 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.108 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:0.105 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1057 | OR_unadj: 1.438 [1.084 1.906] | indivs AUC:0.568 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.991 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.521 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.520 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.495 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.493 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.475 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.474 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.397 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.397 Vital: Ht-avg0to1 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1326 | OR_unadj: 0.954 [0.722 1.262] | indivs AUC:0.490 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.348 Maternal Diagnosis:9ccs184:Early labor:-0.342 Diagnosis:9ccs219:Low birth wt:-0.204 Newborn Diagnosis:9ccs221:Resp distres:-0.162 Maternal Diagnosis:9ccs185:Long pregncy:0.159 Newborn Diagnosis:9ccs222:Perint jaund:-0.135 Maternal Diagnosis:9ccs183:HTN in preg:-0.127 Newborn Diagnosis:9ccs256:Exam/eval:-0.126 Diagnosis:9ccs143:Abdom hernia:-0.112 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.103 Vital: HC-gain13to19 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1080 | OR_unadj: 0.985 [0.755 1.286] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs128:Asthma:0.079 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.074 Newborn Diagnosis:9ccs223:Birth trauma:0.070 Maternal Diagnosis:9ccs46:Bnign ut neo:0.070 Maternal Diagnosis:9ccs172:Ovarian cyst:0.068 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:-0.067 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.061 Diagnosis:9ccs96:Hrt valve dx:0.058 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.058 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:0.058 Vital: Ht Percentile-gain16to24 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.554 Correlated most with: Diagnosis:9ccs0:No DX:0.102 Diagnosis:9ccs258:Other screen:-0.095 Maternal Maternal Procedure History:90772-postPregnancy:-0.087 Maternal Maternal Procedure History:90663-postPregnancy:0.083 Maternal Maternal Procedure History:90470-postPregnancy:0.083 Maternal Maternal Procedure History:J1055-postPregnancy:-0.082 Diagnosis:9ccs51:Ot endo dsor:-0.076 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.073 Diagnosis:9ccs259:Unclassified:0.067 Newborn Diagnosis:9ccs224:Ot perint dx:-0.066 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1055 | OR_unadj: 1.275 [0.954 1.704] | indivs AUC:0.584 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.299 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.296 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.278 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.277 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.270 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.269 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.250 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.249 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1046 | OR_unadj: 1.400 [1.051 1.866] | indivs AUC:0.527 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.998 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.466 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.465 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.381 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.379 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.268 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.267 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.219 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.217 * Vital: Wt Change-avg16to19 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 712 | OR_unadj: 1.794 [1.198 2.685] | indivs AUC:0.516 Correlated most with: Number of Visits:-0.238 Diagnosis:9ccs90:Eye infectn:-0.120 Diagnosis:9ccs257:Ot aftercare:-0.120 Diagnosis:9ccs10:Immuniz/scrn:-0.119 Diagnosis:9ccs135:Intest infct:-0.119 Diagnosis:9ccs126:Ot up rsp in:-0.116 Diagnosis:9ccs92:Otitis media:-0.111 Diagnosis:9ccs242:Poisn ot med:-0.100 Diagnosis:9ccs7:Viral infect:-0.099 Diagnosis:9ccs133:Oth low resp:-0.093 * Vital: Ht-avg16to19 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1265 | OR_unadj: 1.417 [1.082 1.855] | indivs AUC:0.507 Correlated most with: Maternal Vital: Ht-postPregnancy:0.150 Newborn Diagnosis:9ccs219:Low birth wt:-0.120 Maternal Diagnosis:9ccs184:Early labor:-0.094 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.091 Maternal Vital: Ht-otherPregnancy:0.091 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.089 Maternal Vital: Wt-postPregnancy:0.086 Maternal Diagnosis:9ccs185:Long pregncy:0.085 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.078 Maternal Maternal Procedure History:90772-postPregnancy:0.074 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1060 | OR_unadj: 1.433 [1.080 1.900] | indivs AUC:0.564 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.991 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.523 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.516 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.497 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.490 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.476 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.470 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.399 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.394 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1043 | OR_unadj: 1.400 [1.051 1.866] | indivs AUC:0.532 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.998 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.466 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.466 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.380 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.380 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.267 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.267 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.218 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.217 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1053 | OR_unadj: 1.251 [0.935 1.674] | indivs AUC:0.578 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.299 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.296 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.278 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.277 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.270 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.269 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.250 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.249 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1060 | OR_unadj: 0.956 [0.714 1.280] | indivs AUC:0.475 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.695 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.695 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.654 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.654 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.635 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.635 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.350 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.350 * Vital: Wt Change-avg19to24 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 880 | OR_unadj: 2.064 [1.510 2.823] | indivs AUC:0.612 Correlated most with: Number of Visits:-0.186 Diagnosis:9ccs92:Otitis media:-0.142 Diagnosis:9ccs126:Ot up rsp in:-0.126 Maternal Maternal Procedure History:97014-postPregnancy:-0.105 Diagnosis:9ccs133:Oth low resp:-0.099 Maternal Maternal Lab History: PH-otherPregnancy:-0.088 Diagnosis:9ccs125:Bronchitis:-0.085 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.084 Maternal Maternal Procedure History:96372-otherPregnancy:0.081 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.081 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1013 | OR_unadj: 0.877 [0.644 1.195] | indivs AUC:0.488 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.587 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.586 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.582 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.581 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.483 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.481 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.476 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.474 Vital: HC-avg0to1 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1191 | OR_unadj: 1.052 [0.803 1.378] | indivs AUC:0.538 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:-0.279 Newborn Diagnosis:9ccs219:Low birth wt:-0.256 Diagnosis:9ccs219:Low birth wt:-0.160 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.160 Maternal Diagnosis:9ccs185:Long pregncy:0.131 Newborn Diagnosis:9ccs256:Exam/eval:-0.107 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:-0.100 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.091 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.090 Newborn Diagnosis:9ccs94:Other ear dx:0.089 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1057 | OR_unadj: 0.956 [0.714 1.280] | indivs AUC:0.483 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.696 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.694 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.655 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.654 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.635 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.634 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.351 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.350 * Vital: BMI Percentile-avg19to24 | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 288 | OR_unadj: 1.640 [1.099 2.447] | indivs AUC:0.528 Correlated most with: Diagnosis:9ccs259:Unclassified:-0.113 Maternal Maternal Lab History: FERRITIN-postPregnancy:-0.078 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.078 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.072 Maternal Diagnosis:9ccs69:Affective dx:0.069 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.069 Maternal Diagnosis:9ccs138:Esophgeal dx:-0.066 Diagnosis:9ccs215:gu cong anom:0.066 Maternal Maternal Lab History: FASTING-postPregnancy:0.066 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.066 Vital: Wt for Length ZScore-gain0to3 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1309 | OR_unadj: 1.211 [0.926 1.584] | indivs AUC:0.579 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.097 Diagnosis:9ccs219:Low birth wt:-0.096 Newborn Diagnosis:9ccs219:Low birth wt:-0.095 Maternal Diagnosis:9ccs184:Early labor:-0.091 Diagnosis:10ccs58:Ot nutrit dx:0.069 Diagnosis:9ccs222:Perint jaund:-0.067 Newborn Diagnosis:9ccs224:Ot perint dx:0.064 Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.063 Diagnosis:9ccs2603:E Codes: Fall:0.062 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.062 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1010 | OR_unadj: 0.881 [0.647 1.199] | indivs AUC:0.494 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.587 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.586 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.582 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.581 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.482 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.481 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.475 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.474 Vital: Wt for Length ZScore-avg0to1 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1309 | OR_unadj: 1.211 [0.926 1.584] | indivs AUC:0.579 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.097 Diagnosis:9ccs219:Low birth wt:-0.096 Newborn Diagnosis:9ccs219:Low birth wt:-0.095 Maternal Diagnosis:9ccs184:Early labor:-0.091 Diagnosis:10ccs58:Ot nutrit dx:0.069 Diagnosis:9ccs222:Perint jaund:-0.067 Newborn Diagnosis:9ccs224:Ot perint dx:0.064 Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.063 Diagnosis:9ccs2603:E Codes: Fall:0.062 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.062 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 997 | OR_unadj: 1.196 [0.884 1.617] | indivs AUC:0.502 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.999 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.459 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.457 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.450 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.449 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.403 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.402 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.342 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.339 * Maternal Maternal Lab History: MCH-postPregnancy | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 608 | OR_unadj: 0.593 [0.404 0.870] | indivs AUC:0.396 Correlated most with: Maternal Maternal Lab History: MCH-postPregnancy:1.000 Maternal Maternal Lab History: MCV-postPregnancy:0.760 Maternal Maternal Lab History: RDW-postPregnancy:-0.597 Maternal Maternal Lab History: RBC-postPregnancy:-0.442 Maternal Maternal Lab History: MCH-otherPregnancy:0.430 Maternal Maternal Lab History: MCV-otherPregnancy:0.403 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.380 Maternal Maternal Lab History: RDW-otherPregnancy:-0.252 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.251 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.237 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 994 | OR_unadj: 1.205 [0.891 1.630] | indivs AUC:0.509 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.999 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.458 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.457 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.449 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.448 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.403 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.402 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.342 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.341 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1060 | OR_unadj: 1.146 [0.862 1.522] | indivs AUC:0.533 Correlated most with: Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.394 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.393 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.391 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.391 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.381 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.380 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.340 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.340 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 608 | OR_unadj: 1.280 [0.909 1.803] | indivs AUC:0.518 Correlated most with: Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:1.000 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.488 Maternal Maternal Lab History: MPV-postPregnancy:-0.425 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.247 Maternal Maternal Lab History: MPV-otherPregnancy:-0.225 Maternal Maternal Lab History: WBC-otherPregnancy:0.194 Maternal Maternal Lab History: MCH-postPregnancy:-0.180 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.166 Maternal Maternal Lab History: WBC-postPregnancy:0.161 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.158 Vital: Wt for Len Percentile-gain13to19 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1254 | OR_unadj: 1.030 [0.785 1.351] | indivs AUC:0.532 Correlated most with: Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.071 Diagnosis:9ccs7:Viral infect:0.069 Diagnosis:9ccs163:Other GU dx:0.067 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:-0.065 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.063 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.062 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.061 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.060 Maternal Diagnosis:9ccs172:Ovarian cyst:0.059 Number of Visits:0.059 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1057 | OR_unadj: 1.125 [0.846 1.496] | indivs AUC:0.529 Correlated most with: Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.394 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.393 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.391 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.391 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.380 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.379 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.341 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.340 * Vital: Ht Percentile-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1043 | OR_unadj: 1.325 [1.003 1.751] | indivs AUC:0.562 Correlated most with: Maternal Vital: Ht-postPregnancy:0.144 Newborn Diagnosis:9ccs219:Low birth wt:-0.098 Maternal Vital: Ht-otherPregnancy:0.093 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.085 Diagnosis:9ccs89:Blindness:0.081 Maternal Vital: Wt-postPregnancy:0.079 Maternal Maternal Procedure History:96372-otherPregnancy:-0.074 Maternal Maternal Lab History: RBC-otherPregnancy:0.072 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.071 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.070 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1056 | OR_unadj: 1.052 [0.778 1.422] | indivs AUC:0.441 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.999 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.930 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.928 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.769 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.767 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.706 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.704 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.664 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.663 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1059 | OR_unadj: 1.048 [0.775 1.417] | indivs AUC:0.436 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.999 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.930 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.928 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.769 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.768 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.706 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.705 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.665 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.663 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1056 | OR_unadj: 1.154 [0.867 1.537] | indivs AUC:0.546 Correlated most with: Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:1.000 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.999 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.731 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.730 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.656 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.654 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.636 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.635 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.609 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.607 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1059 | OR_unadj: 1.147 [0.861 1.527] | indivs AUC:0.541 Correlated most with: Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:1.000 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.999 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.731 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.731 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.655 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.652 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.635 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.634 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.608 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.605 Vital: Wt Percentile-gain7to13 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 698 | OR_unadj: 1.247 [0.851 1.830] | indivs AUC:0.515 Correlated most with: Maternal Vital: Wt Change-otherPregnancy:-0.110 Maternal Vital: Wt Change-postPregnancy:0.093 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.092 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.079 Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.073 Maternal Maternal Procedure History:36416-postPregnancy:0.072 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.068 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.068 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:-0.066 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.066 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1057 | OR_unadj: 1.248 [0.940 1.656] | indivs AUC:0.485 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.999 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.466 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.465 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.360 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.360 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.255 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.254 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.241 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.239 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1060 | OR_unadj: 1.261 [0.951 1.673] | indivs AUC:0.492 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.999 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.466 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.466 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.360 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.360 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.255 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.252 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.241 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.239 Maternal Diagnosis:9ccs84:Headache/mig | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 9 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.496 Correlated most with: Maternal Diagnosis:9ccs84:Headache/mig:1.000 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.137 Maternal Diagnosis:9ccs238:Complic proc:0.132 Maternal Vital: BMI Percentile-postPregnancy:-0.097 Maternal Diagnosis:9ccs196:Nml preg/del:-0.087 Diagnosis:9ccs215:gu cong anom:0.077 Maternal Maternal Procedure History:90471-otherPregnancy:0.073 Maternal Vital: Ht Percentile-postPregnancy:0.070 Maternal Vital: Wt Percentile-postPregnancy:-0.070 Maternal Diagnosis:9ccs168:PID:0.062 * Vital: Wt Percentile-avg10to13 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 664 | OR_unadj: 1.806 [1.346 2.423] | indivs AUC:0.618 Correlated most with: Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.108 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.099 Maternal Diagnosis:9ccs185:Long pregncy:0.090 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.082 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.079 Newborn Diagnosis:9ccs219:Low birth wt:-0.078 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.077 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.076 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.074 Maternal Vital: BP-postPregnancy:0.073 Maternal Maternal Lab History: ABS LYMPH-postPregnancy | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 487 | OR_unadj: 1.043 [0.714 1.524] | indivs AUC:0.475 Correlated most with: Maternal Maternal Lab History: ABS LYMPH-postPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.588 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.526 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.364 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.247 Maternal Maternal Lab History: RBC-postPregnancy:0.214 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.213 Maternal Maternal Lab History: WBC-postPregnancy:0.197 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.186 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.181 Maternal Diagnosis:9ccs195:Ot compl bir | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 725 | OR_unadj: 1.290 [0.988 1.685] | indivs AUC:0.522 Correlated most with: Maternal Diagnosis:9ccs195:Ot compl bir:1.000 Newborn Diagnosis:9ccs256:Exam/eval:0.154 MatDeliveryAge:0.128 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.120 Maternal Diagnosis:9ccs191:Amnios dx:0.105 Maternal Diagnosis:9ccs190:Fetal distrs:0.102 Newborn Diagnosis:9ccs224:Ot perint dx:0.101 Maternal Diagnosis:9ccs46:Bnign ut neo:0.080 Maternal Vital: Wt-postPregnancy:0.074 Newborn Diagnosis:9ccs222:Perint jaund:0.071 Maternal Maternal Lab History: MCV-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 608 | OR_unadj: 0.791 [0.553 1.133] | indivs AUC:0.471 Correlated most with: Maternal Maternal Lab History: MCV-postPregnancy:1.000 Maternal Maternal Lab History: MCH-postPregnancy:0.760 Maternal Maternal Lab History: RDW-postPregnancy:-0.547 Maternal Maternal Lab History: MCV-otherPregnancy:0.503 Maternal Maternal Lab History: RBC-postPregnancy:-0.421 Maternal Maternal Lab History: MCH-otherPregnancy:0.397 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.371 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.311 Maternal Maternal Lab History: RDW-otherPregnancy:-0.243 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.227 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1056 | OR_unadj: 0.986 [0.740 1.313] | indivs AUC:0.488 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.933 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.931 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.721 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.720 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.709 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.708 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.688 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.686 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1055 | OR_unadj: 1.063 [0.788 1.433] | indivs AUC:0.501 Correlated most with: Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:1.000 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.998 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.731 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.731 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.719 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.718 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.710 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.708 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.653 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.652 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1060 | OR_unadj: 1.111 [0.830 1.488] | indivs AUC:0.504 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.997 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.947 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.944 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.769 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.767 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.760 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.757 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.714 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.711 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1059 | OR_unadj: 1.001 [0.752 1.332] | indivs AUC:0.494 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.999 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.933 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.931 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.722 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.720 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.710 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.708 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.689 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.687 Vital: Ht-avg19to24 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1340 | OR_unadj: 1.266 [0.970 1.652] | indivs AUC:0.550 Correlated most with: Maternal Vital: Ht-postPregnancy:0.118 Maternal Maternal Lab History: FASTING-otherPregnancy:0.101 Maternal Vital: Ht-otherPregnancy:0.098 Diagnosis:9ccs128:Asthma:0.088 Maternal Vital: Wt-postPregnancy:0.087 Number of Visits:0.085 Newborn Diagnosis:9ccs219:Low birth wt:-0.084 Diagnosis:9ccs200:Oth skin dx:0.083 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.082 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.080 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1058 | OR_unadj: 1.063 [0.788 1.433] | indivs AUC:0.492 Correlated most with: Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:1.000 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.998 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.731 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.730 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.718 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.714 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.708 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.704 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.652 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.650 Maternal Maternal Lab History: MPV-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 546 | OR_unadj: 1.135 [0.779 1.654] | indivs AUC:0.481 Correlated most with: Maternal Maternal Lab History: MPV-postPregnancy:1.000 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:-0.425 Maternal Maternal Lab History: MPV-otherPregnancy:0.421 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.282 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.133 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.122 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.122 Maternal Maternal Lab History: POTASSIUM-postPregnancy:-0.113 Maternal Maternal Procedure History:86703-postPregnancy:0.112 Maternal Maternal Lab History: URINE PH-postPregnancy:-0.109 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1057 | OR_unadj: 1.115 [0.833 1.493] | indivs AUC:0.511 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.997 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.947 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.945 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.769 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.768 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.759 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.757 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.713 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.711 * Maternal Vital: BMI-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 538 | OR_unadj: 2.540 [1.496 4.314] | indivs AUC:0.513 Correlated most with: Maternal Vital: BMI-postPregnancy:1.000 Maternal Vital: BMI-otherPregnancy:0.256 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.195 Maternal Vital: Wt-postPregnancy:0.176 Maternal Maternal Procedure History:S9470-postPregnancy:0.171 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:0.169 Maternal Maternal Lab History: RDW-otherPregnancy:0.162 Maternal Vital: Wt-otherPregnancy:0.146 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.142 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.141 * Vital: Wt for Len Percentile-avg5to7 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 966 | OR_unadj: 1.961 [1.497 2.571] | indivs AUC:0.562 Correlated most with: Maternal Maternal Lab History: ANION GAP-otherPregnancy:-0.067 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.066 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.065 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.065 Diagnosis:9ccs222:Perint jaund:-0.059 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.057 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:-0.056 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.055 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.055 Diagnosis:9ccs217:Ot cong anom:-0.055 Maternal Maternal Lab History: RDW-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 606 | OR_unadj: 1.257 [0.870 1.814] | indivs AUC:0.581 Correlated most with: Maternal Maternal Lab History: RDW-postPregnancy:1.000 Maternal Maternal Lab History: MCH-postPregnancy:-0.597 Maternal Maternal Lab History: MCV-postPregnancy:-0.547 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.413 Maternal Maternal Lab History: MCH-otherPregnancy:-0.296 Maternal Maternal Lab History: MCV-otherPregnancy:-0.293 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:-0.287 Maternal Maternal Lab History: RDW-otherPregnancy:0.262 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.196 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.151 * Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1406 | OR_unadj: 0.719 [0.517 0.999] | indivs AUC:0.515 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:1.000 Diagnosis:9ccs255:Social admin:0.458 Diagnosis:9ccs126:Ot up rsp in:0.312 Number of Visits:0.277 Diagnosis:9ccs7:Viral infect:0.207 Diagnosis:9ccs257:Ot aftercare:0.194 Diagnosis:9ccs92:Otitis media:0.191 Diagnosis:9ccs253:Allergy:0.179 Diagnosis:9ccs135:Intest infct:0.147 Diagnosis:9ccs90:Eye infectn:0.143 Vital: Ht-gain0to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1325 | OR_unadj: 1.215 [0.931 1.585] | indivs AUC:0.551 Correlated most with: Maternal Vital: Ht-postPregnancy:0.108 Maternal Maternal Lab History: FASTING-otherPregnancy:0.104 Maternal Vital: Ht-otherPregnancy:0.090 Diagnosis:9ccs200:Oth skin dx:0.088 Maternal Vital: Wt-postPregnancy:0.087 Newborn Diagnosis:9ccs219:Low birth wt:-0.087 Diagnosis:9ccs128:Asthma:0.083 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.083 Number of Visits:0.082 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.081 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 608 | OR_unadj: 1.049 [0.749 1.468] | indivs AUC:0.523 Correlated most with: Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.934 Maternal Maternal Lab History: RBC-postPregnancy:0.728 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.316 Maternal Maternal Lab History: MCV-postPregnancy:0.311 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.308 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.307 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.300 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.300 Maternal Maternal Lab History: RDW-postPregnancy:-0.287 Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 491 | OR_unadj: 0.892 [0.662 1.202] | indivs AUC:0.481 Correlated most with: Newborn Diagnosis:9ccs224:Ot perint dx:1.000 Maternal Diagnosis:9ccs185:Long pregncy:0.438 Newborn Diagnosis:9ccs96:Hrt valve dx:0.129 Newborn Diagnosis:9ccs256:Exam/eval:0.127 Newborn Diagnosis:9ccs222:Perint jaund:0.105 Maternal Diagnosis:9ccs195:Ot compl bir:0.101 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.101 Newborn Diagnosis:9ccs95:Oth nerv dx:0.085 Diagnosis:9ccs253:Allergy:-0.080 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.070 * Vital: Wt for Len Percentile-gain3to7 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 947 | OR_unadj: 1.643 [1.240 2.177] | indivs AUC:0.541 Correlated most with: Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.123 Diagnosis:9ccs155:Other GI dx:-0.100 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:-0.091 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.076 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.072 Maternal Maternal Lab History: ANION GAP-otherPregnancy:-0.071 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.068 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.067 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:0.066 Diagnosis:9ccs59:Anemia:0.062 Maternal Diagnosis:9ccs193:OB-related perin trauma | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 695 | OR_unadj: 0.781 [0.592 1.029] | indivs AUC:0.462 Correlated most with: Maternal Diagnosis:9ccs193:OB-related perin trauma:1.000 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.327 Maternal Diagnosis:9ccs187:Malposition:-0.183 Maternal Diagnosis:9ccs176:Contraceptiv:-0.123 Maternal Diagnosis:9ccs195:Ot compl bir:-0.120 MatDeliveryAge:-0.114 Maternal Diagnosis:9ccs184:Early labor:-0.108 Newborn Diagnosis:9ccs219:Low birth wt:-0.095 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:-0.088 Newborn Diagnosis:9ccs222:Perint jaund:-0.081 Maternal Vital: HR-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 587 | OR_unadj: 0.960 [0.669 1.378] | indivs AUC:0.514 Correlated most with: Maternal Vital: HR-postPregnancy:1.000 Maternal Vital: HR-otherPregnancy:0.327 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.169 Maternal Vital: PL-postPregnancy:0.159 Maternal Vital: PL-otherPregnancy:0.150 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.113 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.107 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.105 Maternal Vital: Wt Change-postPregnancy:0.104 Maternal Maternal Lab History: WBC-postPregnancy:0.104 Vital: Ht Percentile-gain10to16 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 768 | OR_unadj: 0.941 [0.680 1.302] | indivs AUC:0.513 Correlated most with: Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.099 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.086 Maternal Maternal Procedure History:97014-postPregnancy:-0.083 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.081 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.078 Diagnosis:9ccs125:Bronchitis:-0.077 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.076 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:0.074 Maternal Vital: Ht Percentile-postPregnancy:0.074 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.073 * Vital: Wt Percentile-avg13to16 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 679 | OR_unadj: 1.935 [1.451 2.581] | indivs AUC:0.643 Correlated most with: Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.105 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.101 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.085 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.080 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.079 Maternal Vital: Wt-postPregnancy:0.078 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.077 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.077 Maternal Maternal Procedure History:90746-postPregnancy:-0.075 Maternal Diagnosis:9ccs182:Hemorr preg:-0.075 * Maternal Maternal Lab History: WEIGHT-postPregnancy | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 122 | OR_unadj: 2.031 [1.064 3.878] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: WEIGHT-postPregnancy:1.000 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.335 Maternal Vital: Wt-postPregnancy:0.281 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.280 Maternal Vital: Wt-otherPregnancy:0.201 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.190 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.171 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.169 Maternal Vital: Ht-postPregnancy:0.158 Maternal Maternal Procedure History:97014-postPregnancy:-0.156 * Vital: HC-avg19to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 917 | OR_unadj: 1.767 [1.333 2.341] | indivs AUC:0.534 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.119 Diagnosis:9ccs83:Epilepsy/cnv:-0.101 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.078 Maternal Vital: Ht Percentile-otherPregnancy:-0.077 Diagnosis:9ccs90:Eye infectn:0.070 Maternal Vital: HR-otherPregnancy:0.065 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.065 Diagnosis:9ccs94:Other ear dx:-0.063 Diagnosis:9ccs247:Lymph enlarg:0.062 Maternal Vital: Wt-postPregnancy:0.058 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 548 | OR_unadj: 1.317 [0.896 1.934] | indivs AUC:0.558 Correlated most with: Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.419 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.360 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.325 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.290 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.272 Maternal Maternal Lab History: RBC-postPregnancy:0.253 Maternal Maternal Lab History: MCH-postPregnancy:-0.237 Maternal Maternal Lab History: POLYS-postPregnancy:-0.215 Maternal Maternal Lab History: WBC-postPregnancy:-0.201 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 608 | OR_unadj: 1.051 [0.749 1.475] | indivs AUC:0.517 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:1.000 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.934 Maternal Maternal Lab History: RBC-postPregnancy:0.623 Maternal Maternal Lab History: RDW-postPregnancy:-0.413 Maternal Maternal Lab History: MCH-postPregnancy:0.380 Maternal Maternal Lab History: MCV-postPregnancy:0.371 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.354 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.323 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.280 Maternal Maternal Lab History: MCH-otherPregnancy:0.256 Vital: Ht Percentile-avg10to13 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 671 | OR_unadj: 1.232 [0.896 1.694] | indivs AUC:0.559 Correlated most with: Maternal Vital: Ht-postPregnancy:0.125 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.111 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.110 Newborn Diagnosis:9ccs219:Low birth wt:-0.102 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.098 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.087 Maternal Diagnosis:9ccs184:Early labor:-0.087 Maternal Diagnosis:9ccs185:Long pregncy:0.079 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:-0.077 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:-0.076 Vital: Ht Percentile-gain13to19 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 832 | OR_unadj: 0.955 [0.693 1.316] | indivs AUC:0.478 Correlated most with: Maternal Vital: Wt Change-postPregnancy:0.089 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.082 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.078 Maternal Vital: BMI-postPregnancy:-0.076 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.075 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.071 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.070 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.070 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.068 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:-0.068 * Vital: HC-gain0to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 903 | OR_unadj: 1.731 [1.303 2.298] | indivs AUC:0.539 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.120 Diagnosis:9ccs83:Epilepsy/cnv:-0.102 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.079 Maternal Vital: Ht Percentile-otherPregnancy:-0.077 Diagnosis:9ccs90:Eye infectn:0.069 Diagnosis:9ccs94:Other ear dx:-0.066 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.065 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.065 Maternal Vital: HR-otherPregnancy:0.063 Maternal Vital: Wt-postPregnancy:0.062 Census:Percent; Estimate; Percent high school graduate or higher-birth | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1057 | OR_unadj: 1.134 [0.857 1.501] | indivs AUC:0.502 Correlated most with: Census:Percent; Estimate; Percent high school graduate or higher-birth:1.000 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.933 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.931 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.914 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.912 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.778 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.776 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.759 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.757 * Vital: Wt Percentile-avg7to10 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 548 | OR_unadj: 1.684 [1.224 2.316] | indivs AUC:0.570 Correlated most with: Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.109 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.099 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.099 Maternal Vital: BMI Percentile-postPregnancy:0.095 Maternal Maternal Lab History: IRON-postPregnancy:-0.090 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:-0.087 Maternal Maternal Lab History: INHMOM-postPregnancy:0.084 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.082 Maternal Maternal Procedure History:86580-postPregnancy:-0.081 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.080 Census:Percent; Estimate; Percent high school graduate or higher-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1060 | OR_unadj: 1.130 [0.854 1.496] | indivs AUC:0.496 Correlated most with: Census:Percent; Estimate; Percent high school graduate or higher-latest:1.000 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.933 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.931 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.915 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.912 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.779 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.776 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.760 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.757 * Vital: RR-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 725 | OR_unadj: 0.663 [0.457 0.960] | indivs AUC:0.444 Correlated most with: Diagnosis:9ccs151:Oth liver dx:0.128 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.105 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.090 Maternal Maternal Lab History: RUBELLA-otherPregnancy:0.081 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.081 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.080 Diagnosis:9ccs10:Immuniz/scrn:0.079 Maternal Maternal Procedure History:87880-postPregnancy:0.076 Diagnosis:9ccs257:Ot aftercare:0.074 Maternal Diagnosis:9ccs183:HTN in preg:0.074 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1060 | OR_unadj: 0.950 [0.691 1.307] | indivs AUC:0.516 Correlated most with: Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:1.000 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.997 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.915 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.912 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.722 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.719 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.714 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.711 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.710 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.708 Maternal Maternal Lab History: RBC-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 608 | OR_unadj: 1.228 [0.875 1.723] | indivs AUC:0.585 Correlated most with: Maternal Maternal Lab History: RBC-postPregnancy:1.000 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.728 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.623 Maternal Maternal Lab History: MCH-postPregnancy:-0.442 Maternal Maternal Lab History: MCV-postPregnancy:-0.421 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.316 Maternal Maternal Lab History: RBC-otherPregnancy:0.292 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.290 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.278 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.268 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1057 | OR_unadj: 0.957 [0.702 1.304] | indivs AUC:0.506 Correlated most with: Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:1.000 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.997 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.914 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.912 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.721 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.719 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.713 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.711 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.709 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.708 Census:Percent; Estimate; Percent bachelor's degree or higher-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1059 | OR_unadj: 1.050 [0.773 1.426] | indivs AUC:0.466 Correlated most with: Census:Percent; Estimate; Percent bachelor's degree or higher-latest:1.000 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.998 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.947 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.945 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.930 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.928 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.779 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.776 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.722 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.722 Vital: Ht Percentile-avg3to5 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 415 | OR_unadj: 0.745 [0.479 1.157] | indivs AUC:0.498 Correlated most with: Maternal Maternal Procedure History:96372-otherPregnancy:-0.100 Newborn Diagnosis:9ccs219:Low birth wt:-0.097 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.096 Maternal Diagnosis:9ccs184:Early labor:-0.095 Maternal Vital: Ht-postPregnancy:0.090 Maternal Diagnosis:9ccs185:Long pregncy:0.090 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.076 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.075 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:0.074 Maternal Diagnosis:9ccs61:Sickle cell:-0.071 Maternal Diagnosis:9ccs191:Amnios dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 172 | OR_unadj: 1.271 [0.841 1.923] | indivs AUC:0.490 Correlated most with: Maternal Diagnosis:9ccs191:Amnios dx:1.000 Newborn Diagnosis:9ccs256:Exam/eval:0.181 Maternal Diagnosis:9ccs184:Early labor:0.130 Maternal Diagnosis:9ccs195:Ot compl bir:0.105 Newborn Diagnosis:9ccs219:Low birth wt:0.104 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.091 Diagnosis:9ccs63:Wht blood dx:0.091 Maternal Diagnosis:9ccs182:Hemorr preg:0.086 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.086 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.086 * Maternal Diagnosis:9ccs189:Prev c-sectn | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 275 | OR_unadj: 1.564 [1.125 2.174] | indivs AUC:0.540 Correlated most with: Maternal Diagnosis:9ccs189:Prev c-sectn:1.000 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.327 Maternal Diagnosis:9ccs176:Contraceptiv:0.239 MatDeliveryAge:0.175 Maternal Diagnosis:9ccs168:PID:0.156 Maternal Diagnosis:9ccs190:Fetal distrs:-0.147 Maternal Diagnosis:9ccs185:Long pregncy:-0.140 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.103 Newborn Diagnosis:9ccs224:Ot perint dx:-0.101 Maternal Maternal Lab History: POTASSIUM-postPregnancy:-0.095 Vital: Wt Change-avg10to13 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 631 | OR_unadj: 1.185 [0.802 1.752] | indivs AUC:0.443 Correlated most with: Maternal Maternal Procedure History:J7300-postPregnancy:0.114 Diagnosis:9ccs256:Exam/eval:0.095 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.093 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.091 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.089 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.086 Maternal Maternal Procedure History:58300-postPregnancy:0.085 Number of Visits:-0.083 Maternal Vital: Wt Change-postPregnancy:-0.080 Maternal Vital: Ht-postPregnancy:-0.078 * Maternal Diagnosis:9ccs186:DM in preg | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 164 | OR_unadj: 2.045 [1.396 2.995] | indivs AUC:0.503 Correlated most with: Maternal Diagnosis:9ccs186:DM in preg:1.000 Maternal Diagnosis:9ccs49:DiabMel no c:0.409 Newborn Diagnosis:9ccs259:Unclassified:0.292 MatDeliveryAge:0.211 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.169 Maternal Diagnosis:9ccs176:Contraceptiv:0.135 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.123 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.106 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.104 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.095 * Vital: Wt Percentile-gain13to19 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 826 | OR_unadj: 0.644 [0.432 0.961] | indivs AUC:0.495 Correlated most with: Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:-0.087 Diagnosis:9ccs0:No DX:0.079 Diagnosis:9ccs257:Ot aftercare:0.076 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.070 Maternal Maternal Procedure History:90471-otherPregnancy:-0.069 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.068 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.068 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.066 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.066 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:-0.066 Vital: Wt Change-avg13to16 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 654 | OR_unadj: 1.355 [0.943 1.946] | indivs AUC:0.524 Correlated most with: Number of Visits:-0.118 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.115 Maternal Maternal Procedure History:87880-postPregnancy:0.102 Maternal Maternal Lab History: POLYS-postPregnancy:0.093 Maternal Diagnosis:9ccs10:Immuniz/scrn:-0.093 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.091 Diagnosis:9ccs126:Ot up rsp in:-0.089 Diagnosis:9ccs63:Wht blood dx:0.082 Diagnosis:9ccs155:Other GI dx:-0.082 Diagnosis:9ccs133:Oth low resp:-0.079 Census:Percent; Estimate; Percent bachelor's degree or higher-birth | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1056 | OR_unadj: 1.054 [0.776 1.431] | indivs AUC:0.473 Correlated most with: Census:Percent; Estimate; Percent bachelor's degree or higher-birth:1.000 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.998 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.947 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.944 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.930 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.928 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.778 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.776 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.721 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.721 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 490 | OR_unadj: 0.715 [0.479 1.067] | indivs AUC:0.503 Correlated most with: Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:1.000 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.853 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.766 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:-0.588 Maternal Maternal Lab History: WBC-postPregnancy:0.474 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.419 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.344 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.297 Maternal Maternal Lab History: RBC-postPregnancy:-0.290 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:-0.248 Vital: Ht Percentile-avg16to19 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 749 | OR_unadj: 1.248 [0.920 1.693] | indivs AUC:0.505 Correlated most with: Maternal Vital: Ht-postPregnancy:0.139 Lab:323825 STREP SCREEN THROAT - Sunrise:0.081 Maternal Maternal Lab History: PH-postPregnancy:-0.080 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.079 Newborn Diagnosis:9ccs219:Low birth wt:-0.078 Maternal Vital: Wt-postPregnancy:0.077 Maternal Diagnosis:9ccs184:Early labor:-0.077 Diagnosis:9ccs128:Asthma:0.071 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.069 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.068 Vital: HR-avg16to19 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 364 | OR_unadj: 0.933 [0.582 1.496] | indivs AUC:0.523 Correlated most with: Maternal Maternal Lab History: LDH-otherPregnancy:-0.088 Maternal Maternal Lab History: HCG-postPregnancy:-0.087 Diagnosis:9ccs240:Burns:0.086 Maternal Diagnosis:9ccs184:Early labor:0.085 Maternal Maternal Procedure History:90658-postPregnancy:-0.082 Diagnosis:9ccs217:Ot cong anom:0.077 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:-0.077 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.075 Maternal Diagnosis:9ccs191:Amnios dx:0.073 Diagnosis:9ccs161:Ot dx kidney:0.073 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 490 | OR_unadj: 0.750 [0.489 1.148] | indivs AUC:0.470 Correlated most with: Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:1.000 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.521 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.258 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.239 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.193 Maternal Maternal Lab History: MONOS-postPregnancy:0.186 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.157 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.136 Maternal Maternal Lab History: BUN-postPregnancy:0.128 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.126 Vital: Ht Percentile-gain7to13 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 713 | OR_unadj: 1.104 [0.782 1.559] | indivs AUC:0.479 Correlated most with: Maternal Vital: Wt Change-otherPregnancy:-0.089 Maternal Vital: Wt Change-postPregnancy:0.087 Maternal Diagnosis:9ccs7:Viral infect:-0.085 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.081 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.081 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.080 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.076 Maternal Diagnosis:9ccs59:Anemia:0.074 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.072 Newborn Diagnosis:9ccs94:Other ear dx:-0.072 Maternal Diagnosis:9ccs187:Malposition | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 104 | OR_unadj: 1.463 [0.889 2.408] | indivs AUC:0.510 Correlated most with: Maternal Diagnosis:9ccs187:Malposition:1.000 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.183 Maternal Diagnosis:9ccs184:Early labor:0.112 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.106 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.080 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.079 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.078 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.078 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.077 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.074 Maternal Vital: Ht-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 544 | OR_unadj: 0.933 [0.645 1.348] | indivs AUC:0.499 Correlated most with: Maternal Vital: Ht-postPregnancy:1.000 Maternal Vital: Ht-otherPregnancy:0.610 Maternal Vital: Wt-postPregnancy:0.298 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:-0.173 Maternal Vital: Wt-otherPregnancy:0.166 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.158 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.158 Maternal Vital: Ht Percentile-postPregnancy:0.142 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.142 Maternal Vital: BP-otherPregnancy:0.140 Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1611 | OR_unadj: 1.569 [0.777 3.170] | indivs AUC:0.512 Correlated most with: Newborn Diagnosis:9ccs10:Immuniz/scrn:1.000 Newborn Diagnosis:9ccs94:Other ear dx:0.316 Newborn Diagnosis:9ccs219:Low birth wt:-0.312 Newborn Diagnosis:9ccs259:Unclassified:-0.304 Newborn Diagnosis:9ccs0:No DX:-0.234 Newborn Diagnosis:9ccs256:Exam/eval:-0.206 Maternal Diagnosis:9ccs184:Early labor:-0.201 Newborn Diagnosis:9ccs222:Perint jaund:-0.181 Newborn Diagnosis:9ccs221:Resp distres:-0.140 Diagnosis:9ccs219:Low birth wt:-0.123 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 552 | OR_unadj: 1.365 [0.962 1.935] | indivs AUC:0.520 Correlated most with: Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.853 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.667 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.526 Maternal Maternal Lab History: WBC-postPregnancy:-0.525 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.427 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.360 Maternal Maternal Lab History: POLYS-postPregnancy:-0.348 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.327 Maternal Maternal Lab History: RBC-postPregnancy:0.316 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 111 | OR_unadj: 1.346 [0.643 2.819] | indivs AUC:0.475 Correlated most with: Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.404 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.401 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.368 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.349 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.345 Maternal Vital: SpO2-postPregnancy:-0.296 Maternal Maternal Procedure History:36416-postPregnancy:-0.215 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.215 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.206 Vital: Ht Percentile-gain1to5 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 465 | OR_unadj: 0.736 [0.477 1.135] | indivs AUC:0.478 Correlated most with: Maternal Maternal Procedure History:90472-postPregnancy:0.101 Maternal Maternal Lab History: MPV-otherPregnancy:0.096 Maternal Maternal Procedure History:99211-otherPregnancy:0.092 Maternal Maternal Procedure History:96372-otherPregnancy:-0.088 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.087 Maternal Maternal Lab History: FASTING-postPregnancy:-0.076 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.073 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.072 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.070 Diagnosis:9ccs242:Poisn ot med:0.066 * Vital: Ht Percentile-avg19to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 916 | OR_unadj: 1.365 [1.025 1.817] | indivs AUC:0.591 Correlated most with: Maternal Vital: Ht-postPregnancy:0.132 Newborn Diagnosis:9ccs219:Low birth wt:-0.091 Maternal Vital: Ht-otherPregnancy:0.091 Maternal Maternal Lab History: RBC-otherPregnancy:0.088 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.086 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.084 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.079 Maternal Maternal Procedure History:96372-otherPregnancy:-0.079 Diagnosis:9ccs128:Asthma:0.079 Diagnosis:9ccs89:Blindness:0.079 Vital: Ht Percentile-gain5to10 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 606 | OR_unadj: 0.842 [0.579 1.225] | indivs AUC:0.463 Correlated most with: Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.103 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.086 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:-0.077 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.075 Maternal Vital: Wt-otherPregnancy:0.070 Maternal Vital: BMI Percentile-otherPregnancy:0.070 Maternal Vital: Wt-postPregnancy:0.067 Maternal Maternal Lab History: ANION GAP-otherPregnancy:-0.067 Diagnosis:9ccs89:Blindness:0.063 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.062 Maternal Diagnosis:9ccs185:Long pregncy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 410 | OR_unadj: 1.005 [0.737 1.370] | indivs AUC:0.501 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:1.000 Newborn Diagnosis:9ccs224:Ot perint dx:0.438 Maternal Diagnosis:9ccs184:Early labor:-0.142 Maternal Diagnosis:9ccs190:Fetal distrs:0.141 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.140 Newborn Diagnosis:9ccs219:Low birth wt:-0.131 Diagnosis:9ccs253:Allergy:-0.074 Maternal Diagnosis:9ccs183:HTN in preg:-0.074 Diagnosis:9ccs219:Low birth wt:-0.070 Maternal Diagnosis:9ccs195:Ot compl bir:0.069 * Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 638 | OR_unadj: 0.506 [0.287 0.890] | indivs AUC:0.477 Correlated most with: Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:1.000 Maternal Maternal Procedure History:81000-postPregnancy:0.684 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.279 Maternal Maternal Lab History: CREATININE-otherPregnancy:-0.251 Maternal Maternal Procedure History:99000-postPregnancy:0.239 Maternal Maternal Lab History: CREATININE-postPregnancy:-0.220 Maternal Maternal Lab History: POLYS-postPregnancy:0.210 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.208 Maternal Maternal Procedure History:99000-otherPregnancy:-0.192 Maternal Vital: BP-postPregnancy:-0.184 Diagnosis:9ccs126:Ot up rsp in | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1234 | OR_unadj: 1.180 [0.868 1.604] | indivs AUC:0.541 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:1.000 Number of Visits:0.430 Diagnosis:9ccs255:Social admin:0.355 Diagnosis:9ccs92:Otitis media:0.337 Diagnosis:9ccs10:Immuniz/scrn:0.312 Diagnosis:9ccs7:Viral infect:0.236 Diagnosis:9ccs257:Ot aftercare:0.228 Diagnosis:9ccs90:Eye infectn:0.191 Diagnosis:9ccs135:Intest infct:0.190 Diagnosis:9ccs133:Oth low resp:0.167 Maternal Maternal Lab History: WBC-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 605 | OR_unadj: 0.803 [0.545 1.183] | indivs AUC:0.486 Correlated most with: Maternal Maternal Lab History: WBC-postPregnancy:1.000 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.757 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.564 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.525 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.474 Maternal Maternal Lab History: WBC-otherPregnancy:0.291 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.252 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.236 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.201 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.197 Maternal Maternal Lab History: BASOPHIL-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 519 | OR_unadj: 1.081 [0.729 1.602] | indivs AUC:0.574 Correlated most with: Maternal Maternal Lab History: BASOPHIL-postPregnancy:1.000 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.427 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.344 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.308 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.290 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.283 Maternal Maternal Lab History: RBC-postPregnancy:0.278 Maternal Maternal Lab History: WBC-postPregnancy:-0.252 Maternal Maternal Lab History: POLYS-postPregnancy:-0.244 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.203 Vital: HR-avg7to10 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 420 | OR_unadj: 0.906 [0.585 1.403] | indivs AUC:0.482 Correlated most with: Maternal Diagnosis:9ccs187:Malposition:0.100 Diagnosis:9ccs10:Immuniz/scrn:0.089 Diagnosis:9ccs217:Ot cong anom:0.086 Maternal Maternal Procedure History:90658-postPregnancy:-0.082 Diagnosis:9ccs125:Bronchitis:0.082 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.071 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:-0.068 Diagnosis:9ccs257:Ot aftercare:0.064 Diagnosis:9ccs7:Viral infect:0.063 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.063 Vital: HR-avg13to16 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 363 | OR_unadj: 1.048 [0.669 1.642] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs140:Gastritis:0.111 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.096 Diagnosis:9ccs240:Burns:0.076 Diagnosis:9ccs168:PID:0.074 Maternal Maternal Lab History: HCG-postPregnancy:-0.070 Maternal Diagnosis:9ccs98:HTN:0.070 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.069 Diagnosis:9ccs10:Immuniz/scrn:0.068 Diagnosis:9ccs163:Other GU dx:0.068 Maternal Diagnosis:9ccs149:Biliary dx:0.067 * Vital: Ht Percentile-gain0to24 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 899 | OR_unadj: 1.356 [1.016 1.808] | indivs AUC:0.595 Correlated most with: Maternal Vital: Ht-postPregnancy:0.127 Maternal Vital: Ht-otherPregnancy:0.087 Maternal Maternal Lab History: RBC-otherPregnancy:0.086 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.086 Newborn Diagnosis:9ccs219:Low birth wt:-0.083 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.083 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080 Maternal Maternal Procedure History:96372-otherPregnancy:-0.080 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.080 Diagnosis:9ccs89:Blindness:0.078 Maternal Diagnosis:9ccs59:Anemia | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 98 | OR_unadj: 0.854 [0.469 1.555] | indivs AUC:0.470 Correlated most with: Maternal Diagnosis:9ccs59:Anemia:1.000 Maternal Diagnosis:9ccs181:Ot preg comp:0.379 Maternal Diagnosis:9ccs5:HIV infectn:0.113 Maternal Maternal Lab History: MCH-postPregnancy:-0.095 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.088 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.081 Maternal Diagnosis:9ccs168:PID:0.080 Maternal Diagnosis:9ccs106:Dysrhythmia:0.080 Maternal Maternal Lab History: WBC-postPregnancy:-0.078 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.077 Vital: Wt Percentile-gain5to10 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 582 | OR_unadj: 1.002 [0.659 1.525] | indivs AUC:0.473 Correlated most with: Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.106 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.093 Maternal Vital: Wt-otherPregnancy:0.085 Maternal Vital: Wt-postPregnancy:0.085 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.081 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:-0.080 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.080 Maternal Diagnosis:9ccs60:Acut p-h anm:0.080 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.078 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:-0.077 Vital: HR-avg19to24 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 442 | OR_unadj: 0.945 [0.614 1.454] | indivs AUC:0.567 Correlated most with: Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.124 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.080 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.073 Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.073 Diagnosis:9ccs213:Cardiac anom:-0.072 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:-0.069 Maternal Maternal Procedure History:90658-postPregnancy:-0.064 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.064 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.063 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.063 Diagnosis:9ccs197:Skin infectn | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 171 | OR_unadj: 1.339 [0.889 2.017] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs197:Skin infectn:1.000 Number of Visits:0.102 Diagnosis:9ccs92:Otitis media:0.090 Diagnosis:9ccs136:Teeth dx:0.088 Diagnosis:9ccs137:Mouth dx:0.083 Diagnosis:9ccs239:Superfic inj:0.080 Diagnosis:9ccs2:Septicemia:0.079 Diagnosis:9ccs90:Eye infectn:0.077 Diagnosis:9ccs255:Social admin:0.075 Diagnosis:9ccs7:Viral infect:0.074 Vital: Wt Percentile-gain10to16 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 753 | OR_unadj: 0.793 [0.556 1.132] | indivs AUC:0.490 Correlated most with: Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.090 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.089 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.080 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.075 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.075 Maternal Diagnosis:9ccs61:Sickle cell:-0.073 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:0.071 Maternal Maternal Procedure History:97014-postPregnancy:-0.070 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:-0.070 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.069 Diagnosis:9ccs253:Allergy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 840 | OR_unadj: 0.970 [0.744 1.266] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs253:Allergy:1.000 Number of Visits:0.271 Diagnosis:9ccs255:Social admin:0.212 Diagnosis:9ccs200:Oth skin dx:0.201 Diagnosis:9ccs10:Immuniz/scrn:0.179 Diagnosis:9ccs4:Mycoses:0.177 Diagnosis:9ccs126:Ot up rsp in:0.157 Diagnosis:9ccs257:Ot aftercare:0.157 Diagnosis:9ccs7:Viral infect:0.155 Diagnosis:9ccs239:Superfic inj:0.139 Newborn Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 169 | OR_unadj: 1.244 [0.818 1.892] | indivs AUC:0.503 Correlated most with: Newborn Diagnosis:9ccs222:Perint jaund:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.264 Maternal Diagnosis:9ccs184:Early labor:0.207 Newborn Diagnosis:9ccs256:Exam/eval:0.192 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.181 Newborn Diagnosis:9ccs253:Allergy:0.154 Newborn Diagnosis:9ccs221:Resp distres:0.149 Diagnosis:9ccs219:Low birth wt:0.119 Diagnosis:9ccs222:Perint jaund:0.115 Newborn Diagnosis:9ccs224:Ot perint dx:0.105 Vital: Ht Percentile-gain3to7 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 513 | OR_unadj: 0.862 [0.579 1.284] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.107 Maternal Maternal Procedure History:90472-postPregnancy:-0.099 Diagnosis:9ccs92:Otitis media:0.085 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:-0.082 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.082 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.071 Maternal Maternal Lab History: ALT-otherPregnancy:0.070 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.070 Diagnosis:9ccs136:Teeth dx:0.069 Maternal Maternal Lab History: FASTING-postPregnancy:0.069 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 281 | OR_unadj: 1.130 [0.720 1.775] | indivs AUC:0.521 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:1.000 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.928 Maternal Maternal Lab History: MCH-otherPregnancy:0.550 Maternal Maternal Lab History: RBC-otherPregnancy:0.530 Maternal Maternal Lab History: RDW-otherPregnancy:-0.458 Maternal Maternal Lab History: MCV-otherPregnancy:0.425 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.354 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.322 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.300 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.267 Vital: Ht Percentile-avg13to16 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 688 | OR_unadj: 1.313 [0.962 1.791] | indivs AUC:0.508 Correlated most with: Maternal Vital: Ht-postPregnancy:0.131 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.099 Maternal Vital: Wt-postPregnancy:0.093 Diagnosis:10ccs58:Ot nutrit dx:0.089 Lab:323825 STREP SCREEN THROAT - Sunrise:0.084 Newborn Diagnosis:9ccs219:Low birth wt:-0.082 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.081 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.080 Maternal Diagnosis:9ccs185:Long pregncy:0.072 Newborn Diagnosis:9ccs221:Resp distres:-0.071 Vital: Ht Percentile-avg5to7 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 465 | OR_unadj: 1.007 [0.684 1.483] | indivs AUC:0.524 Correlated most with: Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.110 Newborn Diagnosis:9ccs219:Low birth wt:-0.108 Maternal Diagnosis:9ccs259:Unclassified:-0.099 Maternal Diagnosis:9ccs184:Early labor:-0.094 Maternal Maternal Procedure History:86580-postPregnancy:-0.089 Maternal Vital: Ht-postPregnancy:0.082 Newborn Diagnosis:9ccs200:Oth skin dx:-0.081 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.080 Maternal Maternal Lab History: HCG-otherPregnancy:-0.079 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.078 Newborn Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 102 | OR_unadj: 1.051 [0.606 1.824] | indivs AUC:0.494 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:1.000 Maternal Diagnosis:9ccs184:Early labor:0.722 Diagnosis:9ccs219:Low birth wt:0.413 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.312 Newborn Diagnosis:9ccs256:Exam/eval:0.306 Newborn Diagnosis:9ccs221:Resp distres:0.272 Newborn Diagnosis:9ccs222:Perint jaund:0.264 Newborn Diagnosis:9ccs253:Allergy:0.240 Maternal Diagnosis:9ccs182:Hemorr preg:0.151 Maternal Diagnosis:9ccs183:HTN in preg:0.144 * Newborn Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 105 | OR_unadj: 1.637 [1.010 2.653] | indivs AUC:0.517 Correlated most with: Newborn Diagnosis:9ccs256:Exam/eval:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.306 Maternal Diagnosis:9ccs184:Early labor:0.225 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.206 Newborn Diagnosis:9ccs221:Resp distres:0.197 Newborn Diagnosis:9ccs222:Perint jaund:0.192 Diagnosis:9ccs219:Low birth wt:0.187 Maternal Diagnosis:9ccs191:Amnios dx:0.181 Maternal Diagnosis:9ccs195:Ot compl bir:0.154 Newborn Diagnosis:9ccs224:Ot perint dx:0.127 Diagnosis:9ccs257:Ot aftercare | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 730 | OR_unadj: 0.962 [0.735 1.259] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs257:Ot aftercare:1.000 Number of Visits:0.325 Diagnosis:9ccs126:Ot up rsp in:0.228 Diagnosis:9ccs92:Otitis media:0.226 Diagnosis:9ccs125:Bronchitis:0.216 Diagnosis:9ccs10:Immuniz/scrn:0.194 Diagnosis:9ccs255:Social admin:0.190 Diagnosis:9ccs7:Viral infect:0.169 Diagnosis:9ccs253:Allergy:0.157 Diagnosis:9ccs128:Asthma:0.152 Vital: Ht Percentile-avg7to10 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 564 | OR_unadj: 1.079 [0.760 1.532] | indivs AUC:0.530 Correlated most with: Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.117 Maternal Vital: Ht-postPregnancy:0.107 Newborn Diagnosis:9ccs219:Low birth wt:-0.104 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.099 Maternal Diagnosis:9ccs5:HIV infectn:-0.096 Maternal Diagnosis:9ccs184:Early labor:-0.091 Maternal Diagnosis:9ccs185:Long pregncy:0.090 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.086 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.085 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.079 Vital: Wt for Len Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 228 | OR_unadj: 1.556 [0.962 2.517] | indivs AUC:0.535 Correlated most with: Maternal Maternal Procedure History:90472-postPregnancy:0.124 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.119 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.116 Maternal Maternal Procedure History:90663-postPregnancy:-0.092 Maternal Maternal Procedure History:90470-postPregnancy:-0.089 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.085 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.084 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.079 Maternal Maternal Lab History: TP PERIOD-postPregnancy:0.078 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:0.076 Maternal Vital: BP-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 314 | OR_unadj: 1.341 [0.868 2.070] | indivs AUC:0.539 Correlated most with: Maternal Vital: BP-otherPregnancy:1.000 Maternal Vital: Wt-otherPregnancy:0.437 Maternal Vital: BP-postPregnancy:0.421 Maternal Vital: Wt-postPregnancy:0.297 Maternal Maternal Lab History: RBC-otherPregnancy:0.293 Maternal Maternal Lab History: MCH-otherPregnancy:-0.209 Maternal Vital: Ht-otherPregnancy:0.202 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.195 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.173 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.168 Vital: Wt Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 439 | OR_unadj: 1.179 [0.767 1.814] | indivs AUC:0.482 Correlated most with: Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.115 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.096 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.086 Maternal Maternal Lab History: MPV-otherPregnancy:0.080 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:0.070 Maternal Diagnosis:9ccs7:Viral infect:0.070 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.069 Newborn Diagnosis:9ccs222:Perint jaund:0.067 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.067 Maternal Diagnosis:9ccs91:Other eye dx:0.067 Diagnosis:9ccs7:Viral infect | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 718 | OR_unadj: 0.855 [0.651 1.122] | indivs AUC:0.467 Correlated most with: Diagnosis:9ccs7:Viral infect:1.000 Number of Visits:0.408 Diagnosis:9ccs126:Ot up rsp in:0.236 Diagnosis:9ccs10:Immuniz/scrn:0.207 Diagnosis:9ccs90:Eye infectn:0.205 Diagnosis:9ccs255:Social admin:0.187 Diagnosis:9ccs133:Oth low resp:0.182 Diagnosis:9ccs92:Otitis media:0.174 Diagnosis:9ccs257:Ot aftercare:0.169 Diagnosis:9ccs125:Bronchitis:0.159 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 370 | OR_unadj: 0.918 [0.588 1.434] | indivs AUC:0.495 Correlated most with: Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.159 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.158 Maternal Vital: RR-postPregnancy:-0.132 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.127 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.116 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.114 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.112 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.108 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.103 Vital: HR-avg10to13 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 403 | OR_unadj: 1.043 [0.671 1.621] | indivs AUC:0.460 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:0.088 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.085 Maternal Maternal Lab History: PAPP-A-postPregnancy:0.078 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.072 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.071 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.071 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.070 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.070 Diagnosis:9ccs212:Ot bone dx:0.069 Maternal Maternal Lab History: MCV-otherPregnancy:0.067 Vital: HR-avg0to1 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 209 | OR_unadj: 0.618 [0.317 1.205] | indivs AUC:0.448 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:-0.137 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.126 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.126 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.121 Maternal Vital: PL-otherPregnancy:-0.121 Maternal Maternal Lab History: PT-postPregnancy:-0.112 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.111 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.105 Newborn Diagnosis:9ccs253:Allergy:0.094 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.090 Vital: Wt Percentile-gain3to7 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 491 | OR_unadj: 0.943 [0.621 1.433] | indivs AUC:0.527 Correlated most with: Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.136 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.135 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.131 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:-0.112 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.093 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.090 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.090 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:-0.088 Maternal Maternal Procedure History:96372-otherPregnancy:-0.088 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.086 Vital: Wt Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 372 | OR_unadj: 0.999 [0.638 1.563] | indivs AUC:0.490 Correlated most with: Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.124 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.118 Maternal Maternal Lab History: PAPP-A-otherPregnancy:-0.081 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.080 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.080 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.076 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.075 Diagnosis:9ccs127:COPD:0.074 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:0.072 Maternal Diagnosis:9ccs60:Acut p-h anm:-0.071 Maternal Maternal Lab History: RBC-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 281 | OR_unadj: 1.324 [0.838 2.089] | indivs AUC:0.550 Correlated most with: Maternal Maternal Lab History: RBC-otherPregnancy:1.000 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.652 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.530 Maternal Maternal Lab History: MCV-otherPregnancy:-0.469 Maternal Maternal Lab History: MCH-otherPregnancy:-0.377 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.333 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.293 Maternal Vital: BP-otherPregnancy:0.293 Maternal Maternal Lab History: RBC-postPregnancy:0.292 Maternal Maternal Lab History: MCV-postPregnancy:-0.223 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 486 | OR_unadj: 0.778 [0.504 1.201] | indivs AUC:0.497 Correlated most with: Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.766 Maternal Maternal Lab History: WBC-postPregnancy:0.757 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.667 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.611 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.325 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.283 Maternal Maternal Lab History: WBC-otherPregnancy:0.257 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.241 Maternal Maternal Lab History: RBC-postPregnancy:-0.223 Maternal Diagnosis:9ccs168:PID | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 23 | OR_unadj: 0.843 [0.249 2.858] | indivs AUC:0.493 Correlated most with: Maternal Diagnosis:9ccs168:PID:1.000 Maternal Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.192 Maternal Diagnosis:9ccs189:Prev c-sectn:0.156 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.147 Maternal Diagnosis:9ccs259:Unclassified:0.139 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.132 Maternal Diagnosis:9ccs181:Ot preg comp:0.128 Maternal Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.121 Maternal Maternal Lab History: PT-otherPregnancy:-0.105 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.104 Diagnosis:9ccs92:Otitis media | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 737 | OR_unadj: 1.137 [0.871 1.485] | indivs AUC:0.553 Correlated most with: Diagnosis:9ccs92:Otitis media:1.000 Number of Visits:0.408 Diagnosis:9ccs126:Ot up rsp in:0.337 Diagnosis:9ccs90:Eye infectn:0.231 Diagnosis:9ccs125:Bronchitis:0.228 Diagnosis:9ccs257:Ot aftercare:0.226 Diagnosis:9ccs255:Social admin:0.192 Diagnosis:9ccs10:Immuniz/scrn:0.191 Diagnosis:9ccs135:Intest infct:0.183 Diagnosis:9ccs7:Viral infect:0.174 * Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 160 | OR_unadj: 1.600 [1.067 2.397] | indivs AUC:0.527 Correlated most with: Diagnosis:9ccs58:Ot nutrit dx:1.000 Number of Visits:0.140 Diagnosis:9ccs74:Ot mentl cnd:0.102 Lab:294203 BILIRUBIN TOTAL - LMC:0.092 Diagnosis:9ccs256:Exam/eval:0.090 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.088 Diagnosis:9ccs253:Allergy:0.088 Diagnosis:9ccs155:Other GI dx:0.087 Diagnosis:9ccs134:Ot uppr resp:0.085 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.079 * Maternal Vital: Wt-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 316 | OR_unadj: 1.666 [1.070 2.593] | indivs AUC:0.543 Correlated most with: Maternal Vital: Wt-otherPregnancy:1.000 Maternal Vital: Wt-postPregnancy:0.634 Maternal Vital: BP-otherPregnancy:0.437 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.300 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.290 Maternal Vital: Ht-otherPregnancy:0.289 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.256 Maternal Vital: BMI-otherPregnancy:0.243 Maternal Vital: BMI Percentile-otherPregnancy:0.226 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.204 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 391 | OR_unadj: 1.173 [0.726 1.895] | indivs AUC:0.540 Correlated most with: Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:1.000 Maternal Maternal Procedure History:81025-postPregnancy:0.273 Maternal Maternal Procedure History:96372-postPregnancy:0.192 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.163 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.148 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.133 Maternal Maternal Procedure History:90663-postPregnancy:0.131 Maternal Maternal Procedure History:90472-postPregnancy:0.128 Maternal Maternal Procedure History:90470-postPregnancy:0.125 Maternal Vital: Wt Change-postPregnancy:0.121 Vital: Wt Change-avg5to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 420 | OR_unadj: 0.968 [0.619 1.514] | indivs AUC:0.474 Correlated most with: Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.111 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.099 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.095 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.083 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.075 Maternal Maternal Procedure History:90772-postPregnancy:0.071 Maternal Vital: PL-otherPregnancy:-0.070 Maternal Maternal Procedure History:90471-otherPregnancy:0.069 Diagnosis:9ccs124:Tonsillitis:-0.068 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.067 Vital: HR-avg1to3 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 273 | OR_unadj: 0.877 [0.537 1.434] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs117:Ot circul dx:0.089 Maternal Diagnosis:9ccs182:Hemorr preg:0.084 Diagnosis:9ccs259:Unclassified:0.080 Diagnosis:9ccs214:GI cong anom:-0.079 Diagnosis:9ccs167:Breast dx:0.072 Newborn Diagnosis:9ccs256:Exam/eval:0.072 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.072 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.070 Maternal Maternal Lab History: CHLORIDE-postPregnancy:0.069 Diagnosis:9ccs244:Other injury:0.063 Vital: BMI Percentile-latest | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 258 | OR_unadj: 1.431 [0.924 2.214] | indivs AUC:0.525 Correlated most with: Diagnosis:9ccs259:Unclassified:-0.114 Diagnosis:9ccs58:Ot nutrit dx:0.081 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.072 Maternal Maternal Lab History: FASTING-postPregnancy:0.071 Diagnosis:9ccs215:gu cong anom:0.070 Maternal Diagnosis:9ccs138:Esophgeal dx:-0.069 Diagnosis:9ccs137:Mouth dx:-0.069 Diagnosis:9ccs240:Burns:-0.068 Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.067 Maternal Maternal Lab History: MCH-otherPregnancy:-0.066 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 484 | OR_unadj: 0.861 [0.574 1.289] | indivs AUC:0.472 Correlated most with: Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:1.000 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.611 Maternal Maternal Lab History: WBC-postPregnancy:0.564 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:0.521 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.327 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.315 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.297 Maternal Maternal Lab History: WBC-otherPregnancy:0.221 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.217 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.213 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 113 | OR_unadj: 1.346 [0.643 2.819] | indivs AUC:0.521 Correlated most with: Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.458 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.292 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.267 Maternal Maternal Lab History: AFP-postPregnancy:0.219 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.169 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.147 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.129 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.126 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.118 Vital: Ht Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 390 | OR_unadj: 0.716 [0.445 1.152] | indivs AUC:0.420 Correlated most with: Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:0.146 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.140 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.129 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.108 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.100 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.085 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.074 Maternal Maternal Lab History: INR-postPregnancy:-0.074 Maternal Diagnosis:9ccs60:Acut p-h anm:-0.072 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.071 * Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 461 | OR_unadj: 0.717 [0.522 0.985] | indivs AUC:0.465 Correlated most with: Diagnosis:9ccs200:Oth skin dx:1.000 Number of Visits:0.231 Diagnosis:9ccs253:Allergy:0.201 Diagnosis:9ccs155:Other GI dx:0.168 Diagnosis:9ccs7:Viral infect:0.158 Diagnosis:9ccs256:Exam/eval:0.140 Diagnosis:9ccs239:Superfic inj:0.138 Diagnosis:9ccs126:Ot up rsp in:0.119 Diagnosis:9ccs255:Social admin:0.113 Diagnosis:9ccs10:Immuniz/scrn:0.106 Vital: Wt Change-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 376 | OR_unadj: 1.188 [0.778 1.816] | indivs AUC:0.535 Correlated most with: Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.173 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.112 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.112 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.108 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.101 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.098 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.098 Maternal Maternal Lab History: INHMOM-postPregnancy:0.087 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.086 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.085 Vital: BMI Percentile-gain0to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 241 | OR_unadj: 1.517 [0.978 2.352] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs259:Unclassified:-0.114 Maternal Diagnosis:9ccs138:Esophgeal dx:-0.074 Diagnosis:9ccs58:Ot nutrit dx:0.073 Maternal Maternal Lab History: FASTING-postPregnancy:0.073 Diagnosis:9ccs215:gu cong anom:0.072 Diagnosis:9ccs240:Burns:-0.071 Diagnosis:9ccs250:Nausea/vomit:-0.069 Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.068 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.065 Diagnosis:9ccs48:Thyroid dsor:-0.063 Vital: Ht Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 375 | OR_unadj: 0.643 [0.396 1.043] | indivs AUC:0.469 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.107 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.103 Maternal Diagnosis:9ccs184:Early labor:-0.102 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.089 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.085 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.079 Maternal Vital: Ht-postPregnancy:0.077 Newborn Diagnosis:9ccs200:Oth skin dx:-0.076 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.074 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.074 Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 446 | OR_unadj: 0.796 [0.581 1.090] | indivs AUC:0.428 Correlated most with: Diagnosis:9ccs155:Other GI dx:1.000 Number of Visits:0.304 Diagnosis:9ccs200:Oth skin dx:0.168 Diagnosis:9ccs7:Viral infect:0.153 Diagnosis:9ccs126:Ot up rsp in:0.144 Diagnosis:9ccs239:Superfic inj:0.136 Diagnosis:9ccs10:Immuniz/scrn:0.130 Diagnosis:9ccs250:Nausea/vomit:0.124 Diagnosis:9ccs133:Oth low resp:0.116 Diagnosis:9ccs91:Other eye dx:0.113 * Vital: Wt Percentile-avg5to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 447 | OR_unadj: 1.467 [1.036 2.078] | indivs AUC:0.563 Correlated most with: Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.107 Maternal Maternal Procedure History:86580-postPregnancy:-0.103 Newborn Diagnosis:9ccs219:Low birth wt:-0.091 Diagnosis:9ccs208:Acq foot def:0.086 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.082 Maternal Vital: BP-postPregnancy:0.081 Maternal Maternal Procedure History:97014-postPregnancy:0.080 Diagnosis:9ccs217:Ot cong anom:-0.077 Newborn Diagnosis:9ccs200:Oth skin dx:-0.075 Maternal Diagnosis:9ccs184:Early labor:-0.075 * Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 31 | OR_unadj: 3.054 [1.346 6.929] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:1.000 Maternal Maternal Lab History: LDH-otherPregnancy:-0.155 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.153 Maternal Maternal Procedure History:86703-postPregnancy:-0.129 Maternal Maternal Lab History: PO2-postPregnancy:0.110 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:0.108 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.105 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:-0.103 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.094 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:-0.092 Vital: Wt Change-avg7to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 515 | OR_unadj: 0.986 [0.640 1.520] | indivs AUC:0.446 Correlated most with: Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.151 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.106 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.098 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.096 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:-0.094 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.089 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.088 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.086 Maternal Maternal Lab History: NT MoM-postPregnancy:-0.085 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.083 Diagnosis:9ccs4:Mycoses | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 178 | OR_unadj: 0.912 [0.584 1.423] | indivs AUC:0.473 Correlated most with: Diagnosis:9ccs4:Mycoses:1.000 Diagnosis:9ccs253:Allergy:0.177 Number of Visits:0.151 Diagnosis:9ccs200:Oth skin dx:0.102 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.084 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.079 Diagnosis:9ccs7:Viral infect:0.077 Diagnosis:9ccs256:Exam/eval:0.076 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.072 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.072 Vital: BMI Percentile-gain16to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 241 | OR_unadj: 1.517 [0.978 2.352] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs259:Unclassified:-0.114 Maternal Diagnosis:9ccs138:Esophgeal dx:-0.074 Diagnosis:9ccs58:Ot nutrit dx:0.073 Maternal Maternal Lab History: FASTING-postPregnancy:0.073 Diagnosis:9ccs215:gu cong anom:0.072 Diagnosis:9ccs240:Burns:-0.071 Diagnosis:9ccs250:Nausea/vomit:-0.069 Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.068 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.065 Diagnosis:9ccs48:Thyroid dsor:-0.063 Maternal Maternal Lab History: AST-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 269 | OR_unadj: 0.811 [0.398 1.653] | indivs AUC:0.473 Correlated most with: Maternal Maternal Lab History: AST-postPregnancy:1.000 Maternal Maternal Lab History: ALT-postPregnancy:0.637 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.368 Maternal Maternal Lab History: LDH-postPregnancy:0.300 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.292 Maternal Maternal Lab History: PO2-postPregnancy:0.199 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.198 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.198 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.196 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.196 Maternal Maternal Lab History: hCG MoM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 168 | OR_unadj: 0.785 [0.385 1.597] | indivs AUC:0.505 Correlated most with: Maternal Maternal Lab History: hCG MoM-postPregnancy:1.000 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:0.729 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.397 Maternal Maternal Lab History: HCG-postPregnancy:0.360 Maternal Maternal Lab History: INHMOM-postPregnancy:0.268 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.244 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.240 Maternal Maternal Lab History: ESTRIOL-postPregnancy:-0.171 Maternal Maternal Lab History: WEIGHT-postPregnancy:-0.171 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.156 Maternal Maternal Lab History: RUBELLA-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 167 | OR_unadj: 0.605 [0.258 1.421] | indivs AUC:0.476 Correlated most with: Maternal Maternal Lab History: RUBELLA-postPregnancy:1.000 Maternal Maternal Lab History: RUBELLA-otherPregnancy:0.307 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.216 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.208 Maternal Maternal Procedure History:86580-postPregnancy:0.183 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.156 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.155 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.148 Newborn Diagnosis:9ccs221:Resp distres:0.142 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.140 Vital: HR-avg5to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 274 | OR_unadj: 0.881 [0.526 1.476] | indivs AUC:0.533 Correlated most with: Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.139 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:-0.121 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.099 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.088 Maternal Maternal Procedure History:90658-postPregnancy:-0.085 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.085 Newborn Diagnosis:9ccs94:Other ear dx:-0.077 Newborn Diagnosis:9ccs221:Resp distres:0.075 Diagnosis:9ccs125:Bronchitis:0.073 Maternal Diagnosis:9ccs83:Epilepsy/cnv:-0.071 Maternal Vital: HR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 291 | OR_unadj: 1.311 [0.844 2.037] | indivs AUC:0.514 Correlated most with: Maternal Vital: HR-otherPregnancy:1.000 Maternal Vital: HR-postPregnancy:0.327 Maternal Vital: PL-otherPregnancy:0.246 Maternal Maternal Lab History: AFP-otherPregnancy:0.201 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.184 Maternal Vital: BP-otherPregnancy:0.167 Maternal Vital: Ht-otherPregnancy:0.165 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.160 Maternal Maternal Procedure History:81000-postPregnancy:-0.138 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.135 Vital: Wt Change-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 329 | OR_unadj: 1.015 [0.648 1.588] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.141 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.139 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.118 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.109 Maternal Maternal Lab History: INHMOM-postPregnancy:0.103 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.103 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.098 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.096 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.091 Lab:295669 BILIRUBIN DIRECT - LMC:0.088 Maternal Vital: Temp-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 268 | OR_unadj: 1.249 [0.793 1.967] | indivs AUC:0.532 Correlated most with: Maternal Vital: Temp-postPregnancy:1.000 Maternal Vital: Temp-otherPregnancy:0.219 Maternal Maternal Lab History: A/G-postPregnancy:-0.170 Maternal Maternal Procedure History:36415-otherPregnancy:-0.153 Maternal Maternal Lab History: GLOBULIN-postPregnancy:0.145 Maternal Vital: Wt-postPregnancy:0.145 Maternal Vital: Wt-otherPregnancy:0.123 Maternal Maternal Procedure History:99000-postPregnancy:-0.121 Maternal Maternal Lab History: SODIUM-otherPregnancy:0.120 Maternal Vital: Wt Change-otherPregnancy:-0.119 Maternal Diagnosis:9ccs184:Early labor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 101 | OR_unadj: 1.521 [0.923 2.509] | indivs AUC:0.517 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.722 Diagnosis:9ccs219:Low birth wt:0.435 Newborn Diagnosis:9ccs256:Exam/eval:0.225 Newborn Diagnosis:9ccs222:Perint jaund:0.207 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.201 Newborn Diagnosis:9ccs221:Resp distres:0.201 Newborn Diagnosis:9ccs253:Allergy:0.176 Maternal Diagnosis:9ccs98:HTN:0.153 Maternal Diagnosis:9ccs182:Hemorr preg:0.152 * Maternal Diagnosis:9ccs176:Contraceptiv | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 165 | OR_unadj: 1.666 [1.121 2.475] | indivs AUC:0.533 Correlated most with: Maternal Diagnosis:9ccs176:Contraceptiv:1.000 MatDeliveryAge:0.265 Maternal Diagnosis:9ccs189:Prev c-sectn:0.239 Maternal Diagnosis:9ccs186:DM in preg:0.135 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.126 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.123 Maternal Diagnosis:9ccs259:Unclassified:0.107 Maternal Vital: SpO2-postPregnancy:-0.095 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.092 Diagnosis:9ccs215:gu cong anom:0.091 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 337 | OR_unadj: 1.151 [0.638 2.078] | indivs AUC:0.524 Correlated most with: Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.251 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.221 Maternal Maternal Lab History: BUN-postPregnancy:0.202 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.194 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.184 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.184 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.182 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.170 Maternal Maternal Procedure History:81025-postPregnancy:0.169 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 108 | OR_unadj: 0.911 [0.381 2.182] | indivs AUC:0.485 Correlated most with: Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:1.000 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.397 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:0.384 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.234 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.168 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.153 Maternal Maternal Procedure History:99211-otherPregnancy:-0.136 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.135 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.132 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.123 Vital: RR-avg16to19 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 154 | OR_unadj: 1.347 [0.768 2.362] | indivs AUC:0.513 Correlated most with: Maternal Maternal Procedure History:90658-postPregnancy:-0.120 Diagnosis:9ccs240:Burns:0.091 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.089 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.088 Maternal Maternal Procedure History:90472-postPregnancy:0.082 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:0.080 Maternal Maternal Lab History: IRON-postPregnancy:-0.078 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.074 Maternal Maternal Lab History: HCG-postPregnancy:-0.073 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:-0.070 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 160 | OR_unadj: 0.386 [0.139 1.072] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:1.000 Maternal Maternal Procedure History:99401-postPregnancy:0.504 Maternal Maternal Procedure History:81000-postPregnancy:0.372 Maternal Maternal Procedure History:86703-postPregnancy:0.322 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.286 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.279 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.253 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.240 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.231 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.219 Vital: RR-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 162 | OR_unadj: 1.250 [0.715 2.185] | indivs AUC:0.503 Correlated most with: Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.139 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.138 Diagnosis:9ccs250:Nausea/vomit:-0.097 Newborn Diagnosis:9ccs219:Low birth wt:0.092 Diagnosis:9ccs74:Ot mentl cnd:0.089 Maternal Maternal Lab History: IRON-postPregnancy:-0.087 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.086 Maternal Diagnosis:9ccs98:HTN:0.086 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.085 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.085 Vital: RR-avg10to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 215 | OR_unadj: 1.323 [0.778 2.248] | indivs AUC:0.486 Correlated most with: Maternal Maternal Lab History: PTT-otherPregnancy:-0.132 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.115 Diagnosis:9ccs128:Asthma:0.108 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.094 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.094 Diagnosis:9ccs48:Thyroid dsor:0.088 Maternal Diagnosis:9ccs238:Complic proc:0.088 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.088 Maternal Vital: Temp-otherPregnancy:0.087 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:-0.085 Newborn Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1642 | OR_unadj: 1.497 [0.635 3.528] | indivs AUC:0.509 Correlated most with: Newborn Diagnosis:9ccs94:Other ear dx:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.316 Newborn Diagnosis:9ccs0:No DX:-0.294 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:-0.138 Maternal Diagnosis:9ccs159:UTI:-0.132 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:-0.120 Newborn Diagnosis:9ccs219:Low birth wt:-0.120 Newborn Diagnosis:9ccs253:Allergy:-0.115 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.114 Maternal Diagnosis:9ccs184:Early labor:-0.107 Diagnosis:9ccs90:Eye infectn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 400 | OR_unadj: 1.181 [0.871 1.601] | indivs AUC:0.560 Correlated most with: Diagnosis:9ccs90:Eye infectn:1.000 Number of Visits:0.286 Diagnosis:9ccs92:Otitis media:0.231 Diagnosis:9ccs7:Viral infect:0.205 Diagnosis:9ccs126:Ot up rsp in:0.191 Diagnosis:9ccs10:Immuniz/scrn:0.143 Diagnosis:9ccs125:Bronchitis:0.129 Diagnosis:9ccs255:Social admin:0.125 Diagnosis:9ccs133:Oth low resp:0.117 Diagnosis:9ccs135:Intest infct:0.112 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 236 | OR_unadj: 1.482 [0.910 2.416] | indivs AUC:0.529 Correlated most with: Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:1.000 Maternal Maternal Lab History: WBC-otherPregnancy:0.823 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.703 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.617 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.552 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.241 Maternal Maternal Lab History: WBC-postPregnancy:0.236 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.227 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.192 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.174 Maternal Vital: Wt Change-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 312 | OR_unadj: 0.820 [0.518 1.298] | indivs AUC:0.528 Correlated most with: Maternal Vital: Wt Change-postPregnancy:1.000 Maternal Maternal Procedure History:99000-postPregnancy:0.136 Maternal Maternal Procedure History:81000-postPregnancy:0.133 Maternal Vital: Ht-postPregnancy:0.126 Maternal Maternal Lab History: PH-otherPregnancy:-0.123 Maternal Maternal Lab History: ANION GAP-postPregnancy:-0.122 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.121 Maternal Maternal Procedure History:90656-otherPregnancy:0.118 Maternal Vital: Wt-postPregnancy:0.112 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.109 Diagnosis:9ccs125:Bronchitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 394 | OR_unadj: 0.939 [0.683 1.292] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs125:Bronchitis:1.000 Number of Visits:0.248 Diagnosis:9ccs128:Asthma:0.241 Diagnosis:9ccs92:Otitis media:0.228 Diagnosis:9ccs257:Ot aftercare:0.216 Diagnosis:9ccs126:Ot up rsp in:0.165 Diagnosis:9ccs122:Pneumonia:0.164 Diagnosis:9ccs7:Viral infect:0.159 Diagnosis:9ccs133:Oth low resp:0.156 Diagnosis:9ccs135:Intest infct:0.131 Maternal Maternal Lab History: SODIUM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 332 | OR_unadj: 1.008 [0.627 1.620] | indivs AUC:0.458 Correlated most with: Maternal Maternal Lab History: SODIUM-postPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.335 Maternal Maternal Lab History: BUN-postPregnancy:0.311 Maternal Maternal Lab History: CHLORIDE-postPregnancy:0.298 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.287 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.273 Maternal Maternal Lab History: SODIUM-otherPregnancy:0.265 Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.215 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.184 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.180 Vital: RR-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 144 | OR_unadj: 0.813 [0.383 1.729] | indivs AUC:0.505 Correlated most with: Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.175 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.170 Maternal Maternal Procedure History:87880-postPregnancy:0.153 Maternal Maternal Procedure History:90658-postPregnancy:-0.146 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.132 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.132 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.120 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.114 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.105 Diagnosis:9ccs128:Asthma:0.103 Maternal Diagnosis:9ccs192:Umbil cord | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 117 | OR_unadj: 0.818 [0.467 1.430] | indivs AUC:0.505 Correlated most with: Maternal Diagnosis:9ccs192:Umbil cord:1.000 Maternal Maternal Procedure History:36416-postPregnancy:0.087 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.087 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.086 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.085 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:0.081 Maternal Maternal Procedure History:36415-otherPregnancy:0.076 Maternal Maternal Procedure History:86580-otherPregnancy:0.066 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:0.062 Maternal Diagnosis:9ccs6:Hepatitis:0.062 Maternal Maternal Lab History: POTASSIUM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 332 | OR_unadj: 1.049 [0.658 1.672] | indivs AUC:0.433 Correlated most with: Maternal Maternal Lab History: POTASSIUM-postPregnancy:1.000 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:0.306 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.242 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.190 Maternal Maternal Lab History: SODIUM-postPregnancy:0.175 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.166 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.145 Maternal Maternal Lab History: URINE KETONES-postPregnancy:-0.131 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.127 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.124 Maternal Maternal Lab History: CREATININE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 330 | OR_unadj: nan [ nan nan] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: CREATININE-postPregnancy:1.000 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.342 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.298 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.220 Maternal Maternal Procedure History:81000-postPregnancy:-0.218 Maternal Maternal Procedure History:99000-otherPregnancy:0.192 Maternal Maternal Procedure History:90656-otherPregnancy:0.148 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.146 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.145 Maternal Maternal Lab History: AST-postPregnancy:0.139 Vital: RR-avg13to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 163 | OR_unadj: 0.770 [0.363 1.632] | indivs AUC:0.480 Correlated most with: Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.134 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.109 Maternal Vital: Wt Percentile-otherPregnancy:0.109 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.103 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.102 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.100 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.100 Diagnosis:9ccs125:Bronchitis:0.100 Diagnosis:9ccs141:Ot dx stomch:-0.093 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.087 * Diagnosis:9ccs222:Perint jaund | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 174 | OR_unadj: 0.582 [0.346 0.978] | indivs AUC:0.466 Correlated most with: Diagnosis:9ccs222:Perint jaund:1.000 Diagnosis:9ccs151:Oth liver dx:0.187 Lab:294203 BILIRUBIN TOTAL - LMC:-0.151 Newborn Diagnosis:9ccs222:Perint jaund:0.115 Diagnosis:9ccs155:Other GI dx:0.090 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.088 Diagnosis:9ccs257:Ot aftercare:0.087 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.078 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.077 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.075 Diagnosis:9ccs135:Intest infct | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 394 | OR_unadj: 1.151 [0.847 1.565] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs135:Intest infct:1.000 Number of Visits:0.310 Diagnosis:9ccs126:Ot up rsp in:0.190 Diagnosis:9ccs92:Otitis media:0.183 Diagnosis:9ccs7:Viral infect:0.156 Diagnosis:9ccs10:Immuniz/scrn:0.147 Diagnosis:9ccs125:Bronchitis:0.131 Diagnosis:9ccs253:Allergy:0.129 Diagnosis:9ccs255:Social admin:0.124 Diagnosis:9ccs257:Ot aftercare:0.120 Diagnosis:9ccs244:Other injury | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 57 | OR_unadj: 1.363 [0.696 2.667] | indivs AUC:0.512 Correlated most with: Diagnosis:9ccs244:Other injury:1.000 Number of Visits:0.151 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.131 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.131 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.126 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.109 Maternal Maternal Lab History: LDH-postPregnancy:0.104 Diagnosis:9ccs163:Other GU dx:0.101 Maternal Diagnosis:9ccs238:Complic proc:0.099 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.099 Vital: RR-avg7to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 231 | OR_unadj: 0.785 [0.423 1.459] | indivs AUC:0.514 Correlated most with: Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.129 Diagnosis:9ccs10:Immuniz/scrn:0.128 Diagnosis:9ccs125:Bronchitis:0.117 Maternal Maternal Procedure History:90658-postPregnancy:-0.102 Diagnosis:9ccs257:Ot aftercare:0.095 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:-0.086 Diagnosis:9ccs90:Eye infectn:0.083 Diagnosis:9ccs7:Viral infect:0.081 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.077 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.073 Maternal Maternal Lab History: Alk Phos-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 320 | OR_unadj: 1.288 [0.758 2.187] | indivs AUC:0.522 Correlated most with: Maternal Maternal Lab History: Alk Phos-postPregnancy:1.000 Maternal Maternal Lab History: LDH-postPregnancy:0.396 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.386 Maternal Maternal Lab History: ALT-postPregnancy:0.374 Maternal Maternal Lab History: AST-postPregnancy:0.368 Maternal Maternal Lab History: CALCIUM-postPregnancy:-0.300 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.296 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:0.237 Maternal Maternal Lab History: INR-postPregnancy:-0.209 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.206 Newborn Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs0:No DX:1.000 Newborn Diagnosis:9ccs94:Other ear dx:-0.294 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.234 Diagnosis:9ccs214:GI cong anom:0.125 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.103 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.092 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.091 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:-0.091 Maternal Maternal Procedure History:36415-otherPregnancy:0.084 Diagnosis:9ccs209:Ot acq defor:0.075 Maternal Diagnosis:9ccs128:Asthma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 40 | OR_unadj: 0.801 [0.311 2.064] | indivs AUC:0.502 Correlated most with: Maternal Diagnosis:9ccs128:Asthma:1.000 Maternal Diagnosis:9ccs181:Ot preg comp:0.219 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.157 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.153 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.147 Maternal Maternal Procedure History:36416-postPregnancy:0.146 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.143 Maternal Diagnosis:9ccs155:Other GI dx:0.135 Maternal Maternal Procedure History:81025-otherPregnancy:0.134 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.129 Maternal Vital: Ht-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 309 | OR_unadj: 1.065 [0.679 1.670] | indivs AUC:0.526 Correlated most with: Maternal Vital: Ht-otherPregnancy:1.000 Maternal Vital: Ht-postPregnancy:0.610 Maternal Vital: Wt-otherPregnancy:0.289 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.213 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.212 Maternal Vital: BP-otherPregnancy:0.202 Maternal Vital: Wt-postPregnancy:0.196 Maternal Maternal Lab History: Alk Phos-otherPregnancy:-0.179 Maternal Vital: HR-otherPregnancy:0.165 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.158 Vital: Wt Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 305 | OR_unadj: 0.948 [0.596 1.507] | indivs AUC:0.535 Correlated most with: Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.119 Maternal Diagnosis:9ccs184:Early labor:-0.109 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.105 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.099 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.098 Maternal Diagnosis:9ccs185:Long pregncy:0.098 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.097 Newborn Diagnosis:9ccs219:Low birth wt:-0.097 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.096 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.091 Maternal Diagnosis:9ccs188:Pelvic obstr | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 1.360 [0.552 3.350] | indivs AUC:0.502 Correlated most with: Maternal Diagnosis:9ccs188:Pelvic obstr:1.000 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.165 Maternal Maternal Procedure History:36416-postPregnancy:0.165 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.162 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.156 Newborn Diagnosis:9ccs223:Birth trauma:0.153 Diagnosis:9ccs223:Birth trauma:0.148 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.124 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.118 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.113 Maternal Maternal Lab History: ESTRIOL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 164 | OR_unadj: 1.485 [0.828 2.663] | indivs AUC:0.531 Correlated most with: Maternal Maternal Lab History: ESTRIOL-postPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.458 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.253 Maternal Maternal Lab History: APF MoM-postPregnancy:0.230 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.199 Maternal Maternal Lab History: INHMOM-postPregnancy:0.175 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.171 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.156 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.139 Maternal Maternal Lab History: AFP-postPregnancy:0.135 Maternal Maternal Procedure History:99000-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 350 | OR_unadj: 0.959 [0.536 1.719] | indivs AUC:0.553 Correlated most with: Maternal Maternal Procedure History:99000-postPregnancy:1.000 Maternal Maternal Procedure History:99000-otherPregnancy:-0.253 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.239 Maternal Maternal Procedure History:81000-postPregnancy:0.221 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.161 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.145 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.139 Maternal Vital: Wt Change-postPregnancy:0.136 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.131 Maternal Maternal Lab History: CREATININE-otherPregnancy:-0.125 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 255 | OR_unadj: 0.646 [0.350 1.193] | indivs AUC:0.484 Correlated most with: Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.184 Maternal Vital: Wt Percentile-otherPregnancy:0.183 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.162 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.150 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.146 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:0.139 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.137 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:-0.136 Maternal Maternal Procedure History:36416-postPregnancy:0.123 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 282 | OR_unadj: 0.738 [0.443 1.231] | indivs AUC:0.471 Correlated most with: Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:1.000 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:0.261 Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.226 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.205 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.202 Maternal Maternal Lab History: WBC-postPregnancy:-0.186 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:-0.175 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:-0.146 Maternal Maternal Lab History: URINE KETONES-postPregnancy:-0.132 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:-0.129 Vital: RR-avg19to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 166 | OR_unadj: 0.936 [0.487 1.798] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs123:Influenza:0.137 Maternal Maternal Procedure History:90658-postPregnancy:-0.135 Diagnosis:9ccs59:Anemia:0.100 Maternal Vital: BMI Percentile-postPregnancy:-0.094 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.088 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.086 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.086 Maternal Maternal Procedure History:90471-postPregnancy:-0.078 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:-0.074 Maternal Maternal Lab History: A/G-otherPregnancy:0.073 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 321 | OR_unadj: 0.918 [0.578 1.458] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.795 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.538 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.296 Maternal Maternal Lab History: SODIUM-postPregnancy:0.287 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.254 Maternal Maternal Lab History: PTT-postPregnancy:0.241 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.233 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.230 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.228 Diagnosis:9ccs113:Late eff CVD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 1.437 [0.830 2.488] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs113:Late eff CVD:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.180 Diagnosis:9ccs94:Other ear dx:0.141 Maternal Maternal Procedure History:97001-postPregnancy:0.141 Diagnosis:9ccs83:Epilepsy/cnv:0.113 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.104 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.102 Number of Visits:0.098 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.098 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.098 Maternal Maternal Lab History: ALT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 318 | OR_unadj: 0.693 [0.342 1.405] | indivs AUC:0.460 Correlated most with: Maternal Maternal Lab History: ALT-postPregnancy:1.000 Maternal Maternal Lab History: AST-postPregnancy:0.637 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.374 Maternal Maternal Procedure History:90663-postPregnancy:0.348 Maternal Maternal Procedure History:90470-postPregnancy:0.346 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.339 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.260 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.245 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.241 Maternal Maternal Lab History: AMYLASE-postPregnancy:0.221 Vital: HR-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 237 | OR_unadj: 0.904 [0.524 1.561] | indivs AUC:0.523 Correlated most with: Maternal Maternal Procedure History:90658-postPregnancy:-0.121 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.113 Maternal Diagnosis:9ccs98:HTN:0.111 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.102 Newborn Diagnosis:9ccs256:Exam/eval:0.091 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:-0.089 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.082 Diagnosis:9ccs167:Breast dx:0.081 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.079 Maternal Diagnosis:9ccs182:Hemorr preg:0.078 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 174 | OR_unadj: 1.081 [0.588 1.987] | indivs AUC:0.538 Correlated most with: Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:1.000 Maternal Maternal Lab History: AFP-postPregnancy:0.378 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.374 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.280 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.267 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.212 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.169 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.159 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.147 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.140 Maternal Maternal Procedure History:81000-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 337 | OR_unadj: 0.637 [0.315 1.287] | indivs AUC:0.550 Correlated most with: Maternal Maternal Procedure History:81000-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.684 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.372 Maternal Maternal Procedure History:99401-postPregnancy:0.255 Maternal Maternal Procedure History:99000-postPregnancy:0.221 Maternal Maternal Procedure History:81000-otherPregnancy:0.220 Maternal Maternal Lab History: CREATININE-postPregnancy:-0.218 Maternal Maternal Lab History: CREATININE-otherPregnancy:-0.198 Maternal Maternal Procedure History:99000-otherPregnancy:-0.178 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.173 Vital: Wt for Len Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 223 | OR_unadj: 1.424 [0.856 2.368] | indivs AUC:0.512 Correlated most with: Maternal Maternal Procedure History:90472-postPregnancy:0.115 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.113 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.106 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.102 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.102 Newborn Diagnosis:9ccs221:Resp distres:-0.094 Newborn Diagnosis:9ccs253:Allergy:-0.084 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.080 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.080 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.076 Maternal Maternal Lab History: CHLORIDE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 332 | OR_unadj: 0.970 [0.615 1.529] | indivs AUC:0.483 Correlated most with: Maternal Maternal Lab History: CHLORIDE-postPregnancy:1.000 Maternal Maternal Lab History: SODIUM-postPregnancy:0.298 Maternal Maternal Procedure History:36416-postPregnancy:-0.202 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:0.172 Maternal Maternal Lab History: LDL-postPregnancy:-0.163 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:-0.159 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.145 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.143 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.141 Maternal Maternal Procedure History:90472-postPregnancy:-0.140 Newborn Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.411 [0.298 6.685] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs253:Allergy:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.240 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.224 Newborn Diagnosis:9ccs221:Resp distres:0.220 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.205 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.187 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.183 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.180 Maternal Diagnosis:9ccs184:Early labor:0.176 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.169 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 281 | OR_unadj: 1.080 [0.683 1.709] | indivs AUC:0.522 Correlated most with: Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.928 Maternal Maternal Lab History: RBC-otherPregnancy:0.652 Maternal Maternal Lab History: MCV-otherPregnancy:0.361 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.335 Maternal Maternal Lab History: RDW-otherPregnancy:-0.333 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.323 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.307 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.292 Maternal Maternal Lab History: MCH-otherPregnancy:0.281 * Vital: Wt Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 408 | OR_unadj: 1.512 [1.054 2.171] | indivs AUC:0.532 Correlated most with: Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.125 Maternal Maternal Lab History: INHMOM-postPregnancy:0.124 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.107 Maternal Diagnosis:9ccs128:Asthma:-0.099 Diagnosis:9ccs117:Ot circul dx:-0.095 Newborn Diagnosis:9ccs200:Oth skin dx:-0.094 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.093 Newborn Diagnosis:9ccs219:Low birth wt:-0.089 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.088 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.088 Vital: Wt Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 358 | OR_unadj: 1.211 [0.811 1.809] | indivs AUC:0.584 Correlated most with: Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.141 Diagnosis:9ccs117:Ot circul dx:-0.117 Maternal Maternal Lab History: INHMOM-postPregnancy:0.114 Newborn Diagnosis:9ccs219:Low birth wt:-0.111 Maternal Maternal Procedure History:86580-postPregnancy:-0.110 Maternal Diagnosis:9ccs184:Early labor:-0.110 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.107 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:-0.098 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.097 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.088 Maternal Maternal Lab History: RDW-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 280 | OR_unadj: 1.136 [0.672 1.920] | indivs AUC:0.505 Correlated most with: Maternal Maternal Lab History: RDW-otherPregnancy:1.000 Maternal Maternal Lab History: MCH-otherPregnancy:-0.618 Maternal Maternal Lab History: MCV-otherPregnancy:-0.560 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.458 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.333 Maternal Maternal Lab History: RDW-postPregnancy:0.262 Maternal Maternal Lab History: MCH-postPregnancy:-0.252 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.244 Maternal Maternal Lab History: MCV-postPregnancy:-0.243 Maternal Maternal Lab History: CALCIUM-otherPregnancy:-0.221 Maternal Vital: BMI-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 308 | OR_unadj: 1.059 [0.563 1.991] | indivs AUC:0.516 Correlated most with: Maternal Vital: BMI-otherPregnancy:1.000 Maternal Vital: BMI-postPregnancy:0.256 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.246 Maternal Vital: Wt-otherPregnancy:0.243 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.185 Maternal Maternal Lab History: RDW-otherPregnancy:0.183 Maternal Maternal Procedure History:86580-otherPregnancy:0.179 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.170 Maternal Vital: Wt-postPregnancy:0.164 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.157 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 237 | OR_unadj: 0.869 [0.425 1.778] | indivs AUC:0.515 Correlated most with: Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:1.000 Maternal Maternal Procedure History:90471-postPregnancy:0.318 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.292 Maternal Maternal Procedure History:99401-postPregnancy:0.272 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.223 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.208 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.174 Maternal Maternal Procedure History:90649-postPregnancy:0.171 Maternal Maternal Lab History: LDH-postPregnancy:-0.158 Maternal Maternal Procedure History:99401-otherPregnancy:0.150 Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 179 | OR_unadj: 0.756 [0.357 1.602] | indivs AUC:0.489 Correlated most with: Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:1.000 Maternal Maternal Lab History: SODIUM-postPregnancy:0.215 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.204 Maternal Maternal Procedure History:86703-postPregnancy:0.197 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.184 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.171 Maternal Maternal Lab History: BUN-otherPregnancy:0.161 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.136 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.125 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.123 Maternal Maternal Lab History: MCV-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 281 | OR_unadj: 0.814 [0.499 1.328] | indivs AUC:0.468 Correlated most with: Maternal Maternal Lab History: MCV-otherPregnancy:1.000 Maternal Maternal Lab History: MCH-otherPregnancy:0.792 Maternal Maternal Lab History: RDW-otherPregnancy:-0.560 Maternal Maternal Lab History: MCV-postPregnancy:0.503 Maternal Maternal Lab History: RBC-otherPregnancy:-0.469 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.425 Maternal Maternal Lab History: MCH-postPregnancy:0.403 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.361 Maternal Maternal Lab History: RDW-postPregnancy:-0.293 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.234 * Vital: RR-avg5to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 164 | OR_unadj: 0.339 [0.136 0.845] | indivs AUC:0.492 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.128 Maternal Maternal Procedure History:90658-postPregnancy:-0.119 Number of Visits:0.095 Diagnosis:9ccs10:Immuniz/scrn:0.092 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.091 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.089 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.086 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.086 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.086 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.084 Newborn Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs213:Cardiac anom:0.330 Diagnosis:9ccs96:Hrt valve dx:0.181 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.146 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.141 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.125 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.118 Maternal Diagnosis:9ccs128:Asthma:0.105 Maternal Diagnosis:9ccs6:Hepatitis:0.097 Maternal Diagnosis:9ccs163:Other GU dx:0.097 Maternal Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.418 [0.574 3.504] | indivs AUC:0.513 Correlated most with: Maternal Diagnosis:9ccs259:Unclassified:1.000 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.165 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.163 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.160 Maternal Diagnosis:9ccs168:PID:0.139 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.135 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.127 Maternal Maternal Lab History: IRON-postPregnancy:-0.127 Maternal Vital: SpO2-postPregnancy:-0.112 Maternal Diagnosis:9ccs176:Contraceptiv:0.107 Maternal Maternal Lab History: MCH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 281 | OR_unadj: 0.691 [0.420 1.135] | indivs AUC:0.440 Correlated most with: Maternal Maternal Lab History: MCH-otherPregnancy:1.000 Maternal Maternal Lab History: MCV-otherPregnancy:0.792 Maternal Maternal Lab History: RDW-otherPregnancy:-0.618 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.550 Maternal Maternal Lab History: MCH-postPregnancy:0.430 Maternal Maternal Lab History: MCV-postPregnancy:0.397 Maternal Maternal Lab History: RBC-otherPregnancy:-0.377 Maternal Maternal Lab History: RDW-postPregnancy:-0.296 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.281 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.256 Diagnosis:9ccs239:Superfic inj | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 152 | OR_unadj: 0.949 [0.591 1.522] | indivs AUC:0.469 Correlated most with: Diagnosis:9ccs239:Superfic inj:1.000 Number of Visits:0.203 Diagnosis:9ccs253:Allergy:0.139 Diagnosis:9ccs200:Oth skin dx:0.138 Diagnosis:9ccs155:Other GI dx:0.136 Diagnosis:9ccs256:Exam/eval:0.120 Diagnosis:9ccs126:Ot up rsp in:0.114 Diagnosis:9ccs133:Oth low resp:0.112 Diagnosis:9ccs7:Viral infect:0.107 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.105 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 237 | OR_unadj: 1.369 [0.873 2.146] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:1.000 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.847 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.703 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:-0.571 Maternal Maternal Lab History: WBC-otherPregnancy:0.413 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.241 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:-0.223 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.199 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.177 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.169 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 334 | OR_unadj: 0.739 [0.424 1.289] | indivs AUC:0.449 Correlated most with: Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:1.000 Maternal Maternal Lab History: PH-postPregnancy:0.319 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.272 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.269 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.253 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.223 Maternal Maternal Lab History: PO2-postPregnancy:-0.210 Maternal Maternal Lab History: UIBC-postPregnancy:-0.206 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.191 Maternal Maternal Lab History: SODIUM-postPregnancy:0.184 Maternal Maternal Lab History: AST-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 201 | OR_unadj: 0.983 [0.511 1.891] | indivs AUC:0.479 Correlated most with: Maternal Maternal Lab History: AST-otherPregnancy:1.000 Maternal Maternal Lab History: ALT-otherPregnancy:0.706 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.202 Maternal Maternal Lab History: AST-postPregnancy:0.162 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.158 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.139 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.136 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.123 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.116 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.114 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 236 | OR_unadj: 1.016 [0.619 1.668] | indivs AUC:0.517 Correlated most with: Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:1.000 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:0.261 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.192 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.180 Maternal Maternal Lab History: WBC-otherPregnancy:-0.174 Maternal Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:-0.152 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.148 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.143 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.139 Maternal Maternal Lab History: TP PERIOD-postPregnancy:-0.139 Maternal Maternal Lab History: BASOPHIL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 251 | OR_unadj: 0.750 [0.414 1.360] | indivs AUC:0.501 Correlated most with: Maternal Maternal Lab History: BASOPHIL-otherPregnancy:1.000 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.201 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.160 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:-0.158 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.151 Maternal Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.148 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.145 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.139 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.136 Maternal Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.124 Maternal Maternal Lab History: WBC-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 281 | OR_unadj: 1.232 [0.769 1.973] | indivs AUC:0.525 Correlated most with: Maternal Maternal Lab History: WBC-otherPregnancy:1.000 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.823 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.574 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.484 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.413 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.298 Maternal Maternal Lab History: WBC-postPregnancy:0.291 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.283 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.257 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.221 * Maternal Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 3.571 [1.159 11.003] | indivs AUC:0.509 Correlated most with: Maternal Diagnosis:9ccs48:Thyroid dsor:1.000 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.244 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.243 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.224 Maternal Maternal Lab History: FREE T3-postPregnancy:-0.217 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.197 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.193 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.191 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.188 Maternal Maternal Procedure History:96372-otherPregnancy:0.187 Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 135 | OR_unadj: 0.978 [0.596 1.604] | indivs AUC:0.528 Correlated most with: Diagnosis:9ccs59:Anemia:1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.165 Diagnosis:9ccs122:Pneumonia:0.103 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.096 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.096 Diagnosis:9ccs159:UTI:0.096 Diagnosis:9ccs243:Poisn nonmed:0.091 Number of Visits:0.090 Diagnosis:9ccs92:Otitis media:0.090 Diagnosis:9ccs10:Immuniz/scrn:0.088 Maternal Maternal Lab History: CALCIUM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 332 | OR_unadj: 0.847 [0.539 1.330] | indivs AUC:0.507 Correlated most with: Maternal Maternal Lab History: CALCIUM-postPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.582 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.538 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.342 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.300 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.275 Maternal Maternal Lab History: SODIUM-postPregnancy:0.273 Maternal Maternal Lab History: PTT-postPregnancy:0.271 Maternal Maternal Lab History: LDH-postPregnancy:-0.266 Maternal Maternal Lab History: INR-postPregnancy:0.255 * Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: 3.350 [1.306 8.592] | indivs AUC:0.487 Correlated most with: Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.240 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.192 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.147 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.138 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.133 Maternal Diagnosis:9ccs155:Other GI dx:-0.129 Maternal Diagnosis:9ccs106:Dysrhythmia:0.123 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.122 Maternal Maternal Lab History: SODIUM-postPregnancy:-0.121 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 113 | OR_unadj: 0.529 [0.188 1.488] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:1.000 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.729 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.384 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:-0.374 Maternal Maternal Lab History: AFP-postPregnancy:-0.348 Maternal Maternal Lab History: WEIGHT-postPregnancy:-0.335 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.305 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:-0.292 Maternal Maternal Lab History: ESTRIOL-postPregnancy:-0.253 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.244 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 275 | OR_unadj: 0.925 [0.551 1.552] | indivs AUC:0.517 Correlated most with: Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.847 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.617 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.538 Maternal Maternal Lab History: WBC-otherPregnancy:-0.484 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.392 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:-0.236 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.208 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.196 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.181 Diagnosis:9ccs134:Ot uppr resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 127 | OR_unadj: 1.126 [0.691 1.835] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:1.000 Number of Visits:0.199 Diagnosis:9ccs62:Coag/hemr dx:0.150 Diagnosis:9ccs133:Oth low resp:0.134 Diagnosis:9ccs126:Ot up rsp in:0.114 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.099 Diagnosis:9ccs90:Eye infectn:0.095 Diagnosis:9ccs123:Influenza:0.093 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.092 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.089 * Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 126 | OR_unadj: 2.547 [1.462 4.439] | indivs AUC:0.514 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:1.000 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.672 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.663 Maternal Maternal Lab History: VLDL-postPregnancy:0.512 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.420 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.278 Maternal Maternal Lab History: LDL-postPregnancy:0.278 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.208 Maternal Maternal Procedure History:90472-postPregnancy:0.195 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.194 Maternal Maternal Lab History: URINE PH-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 282 | OR_unadj: 0.705 [0.447 1.113] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: URINE PH-postPregnancy:1.000 Maternal Maternal Lab History: URINE PH-otherPregnancy:0.210 Maternal Vital: BP-postPregnancy:-0.153 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:-0.141 Maternal Maternal Lab History: AMYLASE-postPregnancy:-0.124 Maternal Vital: SpO2-postPregnancy:0.124 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.122 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.115 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:-0.114 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.113 Maternal Maternal Lab History: AFP-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 115 | OR_unadj: 0.763 [0.322 1.808] | indivs AUC:0.483 Correlated most with: Maternal Maternal Lab History: AFP-postPregnancy:1.000 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.378 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.348 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.219 Maternal Maternal Lab History: AFP-otherPregnancy:0.209 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.202 Maternal Maternal Lab History: INR-postPregnancy:0.141 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.138 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.138 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.138 Vital: Ht Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 307 | OR_unadj: 0.763 [0.457 1.274] | indivs AUC:0.527 Correlated most with: Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.102 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.095 Maternal Diagnosis:9ccs184:Early labor:-0.090 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.090 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.086 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.086 Diagnosis:9ccs211:Ot conn tiss:0.085 Newborn Diagnosis:9ccs200:Oth skin dx:-0.084 Maternal Maternal Lab History: FASTING-postPregnancy:0.079 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.078 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 221 | OR_unadj: 0.728 [0.424 1.248] | indivs AUC:0.497 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:-0.971 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.280 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.256 Maternal Maternal Lab History: HCG-otherPregnancy:-0.152 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:-0.146 Maternal Maternal Lab History: hCG MoM-otherPregnancy:-0.145 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.144 Maternal Maternal Procedure History:36416-postPregnancy:-0.142 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:-0.132 Maternal Maternal Procedure History:36415-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 133 | OR_unadj: 0.938 [0.323 2.726] | indivs AUC:0.519 Correlated most with: Maternal Maternal Procedure History:36415-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.392 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.364 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.283 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.283 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.260 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:0.247 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.235 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.230 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.218 Maternal Maternal Lab History: MPV-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 247 | OR_unadj: 1.122 [0.655 1.921] | indivs AUC:0.519 Correlated most with: Maternal Maternal Lab History: MPV-otherPregnancy:1.000 Maternal Maternal Lab History: MPV-postPregnancy:0.421 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.420 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:-0.225 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.196 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:-0.190 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.168 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:0.167 Maternal Maternal Lab History: CALCIUM-otherPregnancy:-0.167 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:-0.146 Diagnosis:9ccs198:Ot infl skin | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 195 | OR_unadj: 0.769 [0.490 1.205] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs198:Ot infl skin:1.000 Diagnosis:9ccs253:Allergy:0.131 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.106 Diagnosis:9ccs200:Oth skin dx:0.104 Diagnosis:9ccs94:Other ear dx:0.084 Diagnosis:9ccs133:Oth low resp:0.084 Number of Visits:0.083 Diagnosis:9ccs211:Ot conn tiss:0.081 Diagnosis:9ccs61:Sickle cell:0.075 Diagnosis:9ccs257:Ot aftercare:0.075 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 131 | OR_unadj: 1.045 [0.525 2.080] | indivs AUC:0.483 Correlated most with: Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.285 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.278 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.263 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.184 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.154 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.154 Maternal Maternal Procedure History:99211-otherPregnancy:0.151 Maternal Vital: BP-otherPregnancy:0.139 Maternal Maternal Procedure History:36415-otherPregnancy:0.134 Maternal Maternal Lab History: ALBUMIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 321 | OR_unadj: 0.826 [0.531 1.287] | indivs AUC:0.465 Correlated most with: Maternal Maternal Lab History: ALBUMIN-postPregnancy:1.000 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.795 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.582 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.386 Maternal Maternal Lab History: SODIUM-postPregnancy:0.335 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.316 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.280 Maternal Maternal Lab History: LDH-postPregnancy:-0.272 Maternal Maternal Lab History: RBC-postPregnancy:0.268 Maternal Maternal Lab History: INR-postPregnancy:0.266 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 236 | OR_unadj: 1.318 [0.813 2.138] | indivs AUC:0.501 Correlated most with: Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.571 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.538 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.364 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.309 Maternal Maternal Lab History: WBC-otherPregnancy:0.298 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.256 Maternal Maternal Lab History: INR-otherPregnancy:-0.184 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.179 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.161 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 203 | OR_unadj: 1.100 [0.695 1.740] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.855 Maternal Maternal Lab History: CREATININE-otherPregnancy:-0.381 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:0.280 Maternal Maternal Procedure History:99000-otherPregnancy:-0.260 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:-0.246 Maternal Maternal Procedure History:86703-otherPregnancy:0.192 Maternal Maternal Procedure History:90656-otherPregnancy:-0.183 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:-0.165 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.155 Newborn Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 74 | OR_unadj: 1.095 [0.581 2.061] | indivs AUC:0.506 Correlated most with: Newborn Diagnosis:9ccs259:Unclassified:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.304 Maternal Diagnosis:9ccs186:DM in preg:0.292 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.123 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.122 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.110 Maternal Maternal Procedure History:97140-postPregnancy:0.106 MatDeliveryAge:0.105 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.101 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.099 * Diagnosis:9ccs234:Crush injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 2.704 [1.154 6.333] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs234:Crush injury:1.000 Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.121 Maternal Maternal Procedure History:J7300-postPregnancy:0.113 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.099 Maternal Maternal Procedure History:58300-postPregnancy:0.098 Maternal Maternal Procedure History:81025-otherPregnancy:0.087 Lab:295669 BILIRUBIN DIRECT - LMC:-0.085 Diagnosis:9ccs238:Complic proc:0.084 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.081 Lab:294203 BILIRUBIN TOTAL - LMC:-0.080 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 310 | OR_unadj: 1.109 [0.701 1.756] | indivs AUC:0.476 Correlated most with: Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:1.000 Maternal Maternal Procedure History:81000-otherPregnancy:0.654 Maternal Maternal Procedure History:99401-otherPregnancy:0.312 Maternal Maternal Procedure History:36415-otherPregnancy:0.298 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.285 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.213 Maternal Vital: PL-otherPregnancy:0.211 Maternal Maternal Procedure History:90656-otherPregnancy:-0.198 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.197 Maternal Maternal Procedure History:86703-otherPregnancy:0.184 Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 140 | OR_unadj: 0.818 [0.490 1.368] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs91:Other eye dx:1.000 Diagnosis:9ccs89:Blindness:0.284 Diagnosis:9ccs217:Ot cong anom:0.181 Number of Visits:0.151 Diagnosis:9ccs155:Other GI dx:0.113 Diagnosis:9ccs90:Eye infectn:0.101 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.093 Diagnosis:9ccs10:Immuniz/scrn:0.086 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.083 Diagnosis:9ccs253:Allergy:0.080 Maternal Maternal Procedure History:81000-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 314 | OR_unadj: 1.065 [0.679 1.670] | indivs AUC:0.502 Correlated most with: Maternal Maternal Procedure History:81000-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.654 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.376 Maternal Maternal Procedure History:99401-otherPregnancy:0.329 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.324 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.249 Maternal Maternal Procedure History:81000-postPregnancy:0.220 Maternal Maternal Procedure History:90656-otherPregnancy:-0.219 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.215 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.200 Newborn Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 1.025 [0.477 2.203] | indivs AUC:0.481 Correlated most with: Newborn Diagnosis:9ccs217:Ot cong anom:1.000 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.124 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.119 Diagnosis:9ccs211:Ot conn tiss:0.107 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.106 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.091 Diagnosis:9ccs217:Ot cong anom:0.090 Diagnosis:9ccs147:Anal/rectal:0.089 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.079 Newborn Diagnosis:9ccs253:Allergy:0.076 Diagnosis:9ccs74:Ot mentl cnd | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 146 | OR_unadj: 1.311 [0.844 2.037] | indivs AUC:0.543 Correlated most with: Diagnosis:9ccs74:Ot mentl cnd:1.000 Diagnosis:9ccs95:Oth nerv dx:0.195 Diagnosis:9ccs113:Late eff CVD:0.180 Number of Visits:0.177 Newborn Diagnosis:9ccs219:Low birth wt:0.126 Diagnosis:9ccs159:UTI:0.115 Diagnosis:9ccs94:Other ear dx:0.111 Diagnosis:9ccs58:Ot nutrit dx:0.102 Diagnosis:9ccs238:Complic proc:0.100 Diagnosis:9ccs217:Ot cong anom:0.099 Maternal Maternal Lab History: CALCIUM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 222 | OR_unadj: 1.175 [0.712 1.939] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: CALCIUM-otherPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.634 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.549 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.345 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.335 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.322 Maternal Maternal Lab History: RBC-otherPregnancy:0.293 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:0.228 Maternal Maternal Lab History: RDW-otherPregnancy:-0.221 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.217 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 173 | OR_unadj: nan [ nan nan] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:1.000 Maternal Maternal Lab History: CREATININE-postPregnancy:0.342 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.247 Maternal Maternal Procedure History:99000-otherPregnancy:0.191 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.165 Maternal Maternal Procedure History:81000-postPregnancy:-0.152 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.149 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.119 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.115 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.108 Maternal Maternal Lab History: ALT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 214 | OR_unadj: 0.994 [0.483 2.045] | indivs AUC:0.481 Correlated most with: Maternal Maternal Lab History: ALT-otherPregnancy:1.000 Maternal Maternal Lab History: AST-otherPregnancy:0.706 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.295 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.195 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.180 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.163 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.157 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.154 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.154 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.152 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 226 | OR_unadj: 0.844 [0.463 1.535] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.971 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:0.261 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.246 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.161 Maternal Maternal Procedure History:36416-postPregnancy:0.149 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.146 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.141 Maternal Maternal Lab History: HCG-otherPregnancy:0.139 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:-0.124 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 222 | OR_unadj: 1.210 [0.748 1.956] | indivs AUC:0.521 Correlated most with: Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.345 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.345 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.297 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.269 Maternal Maternal Lab History: SODIUM-otherPregnancy:0.264 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.254 Maternal Maternal Lab History: ANION GAP-otherPregnancy:-0.253 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.210 Maternal Maternal Lab History: Alk Phos-otherPregnancy:-0.197 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 128 | OR_unadj: 0.276 [0.066 1.149] | indivs AUC:0.495 Correlated most with: Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.380 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.219 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.198 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.184 Maternal Maternal Procedure History:97112-postPregnancy:0.183 Maternal Maternal Procedure History:97110-postPregnancy:0.150 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.147 Maternal Maternal Procedure History:97014-postPregnancy:0.141 Maternal Vital: Wt Percentile-otherPregnancy:0.140 Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 0.917 [0.429 1.960] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs224:Ot perint dx:1.000 Diagnosis:9ccs168:PID:0.178 Maternal Maternal Lab History: A/G-otherPregnancy:-0.166 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.141 Diagnosis:9ccs205:Back problem:0.140 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.131 Maternal Maternal Procedure History:86703-postPregnancy:0.116 Maternal Diagnosis:9ccs69:Affective dx:0.111 Diagnosis:9ccs219:Low birth wt:0.110 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.107 Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 84 | OR_unadj: 0.664 [0.328 1.344] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs0:No DX:1.000 Diagnosis:9ccs10:Immuniz/scrn:0.104 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.102 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.099 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.099 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.085 Maternal Maternal Lab History: UIBC-postPregnancy:-0.082 Maternal Maternal Lab History: POTASSIUM-postPregnancy:0.081 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.077 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.077 Maternal Maternal Lab History: hCG MoM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 101 | OR_unadj: 0.542 [0.193 1.528] | indivs AUC:0.493 Correlated most with: Maternal Maternal Lab History: hCG MoM-otherPregnancy:1.000 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.789 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.430 Maternal Maternal Lab History: WEIGHT-otherPregnancy:-0.320 Maternal Maternal Lab History: HCG-otherPregnancy:0.281 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:0.244 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.244 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.174 Maternal Vital: Wt-otherPregnancy:-0.166 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.153 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 281 | OR_unadj: 0.987 [0.602 1.619] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:1.000 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.488 Maternal Maternal Lab History: MPV-otherPregnancy:-0.420 Maternal Maternal Lab History: WBC-otherPregnancy:0.283 Maternal Maternal Lab History: MPV-postPregnancy:-0.282 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.256 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:0.250 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.227 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.223 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.180 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 236 | OR_unadj: 0.969 [0.551 1.705] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:1.000 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.648 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:0.258 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.241 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.217 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.164 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.148 Maternal Maternal Lab History: PT-otherPregnancy:-0.147 Maternal Maternal Lab History: INR-otherPregnancy:-0.144 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.144 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 237 | OR_unadj: 0.759 [0.418 1.376] | indivs AUC:0.482 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.855 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.261 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.256 Maternal Maternal Procedure History:86703-otherPregnancy:-0.186 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.151 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.144 Maternal Maternal Lab History: WBC-otherPregnancy:0.134 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.132 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.129 * Maternal Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: 8.673 [3.977 18.915] | indivs AUC:0.531 Correlated most with: Maternal Diagnosis:9ccs58:Ot nutrit dx:1.000 Maternal Vital: Wt-postPregnancy:0.205 Maternal Diagnosis:9ccs181:Ot preg comp:0.180 Maternal Diagnosis:9ccs183:HTN in preg:0.172 Maternal Vital: Wt-otherPregnancy:0.155 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.154 Maternal Diagnosis:9ccs98:HTN:0.151 Lab:323825 STREP SCREEN THROAT - Sunrise:0.150 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.148 Maternal Vital: Ht Percentile-otherPregnancy:0.131 Newborn Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.510 [0.497 4.587] | indivs AUC:0.504 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:1.000 Maternal Maternal Procedure History:36416-postPregnancy:0.211 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.206 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.198 Diagnosis:9ccs223:Birth trauma:0.196 Maternal Diagnosis:9ccs188:Pelvic obstr:0.153 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.150 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.115 Diagnosis:9ccs153:GI hemorrhag:0.102 Diagnosis:9ccs47:Ot bnign neo:0.099 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 216 | OR_unadj: 0.935 [0.532 1.643] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.796 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.549 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.297 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.289 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.275 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.233 Maternal Maternal Lab History: RBC-otherPregnancy:0.206 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:0.201 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.187 Maternal Maternal Lab History: URINE PH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 236 | OR_unadj: 0.816 [0.438 1.518] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: URINE PH-otherPregnancy:1.000 Maternal Maternal Lab History: URINE PH-postPregnancy:0.210 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.173 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.147 Maternal Vital: BP-otherPregnancy:-0.140 Maternal Maternal Procedure History:S9470-otherPregnancy:0.136 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.133 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.126 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.124 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:-0.122 Maternal Maternal Lab History: CREATININE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 223 | OR_unadj: nan [ nan nan] | indivs AUC:0.481 Correlated most with: Maternal Maternal Lab History: CREATININE-otherPregnancy:1.000 Maternal Maternal Procedure History:99000-otherPregnancy:0.462 Maternal Maternal Procedure History:90656-otherPregnancy:0.386 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.381 Maternal Maternal Lab History: CREATININE-postPregnancy:0.298 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.251 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.247 Maternal Maternal Procedure History:81000-postPregnancy:-0.198 Maternal Maternal Lab History: BUN-postPregnancy:0.140 MatDeliveryAge:0.137 Vital: Wt Change-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 223 | OR_unadj: 0.616 [0.325 1.165] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: FASTING-postPregnancy:-0.109 Lab:323825 STREP SCREEN THROAT - Sunrise:0.107 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.105 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.096 Maternal Maternal Lab History: FASTING-otherPregnancy:-0.095 Maternal Maternal Procedure History:96372-otherPregnancy:-0.091 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.087 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.087 Diagnosis:9ccs151:Oth liver dx:-0.084 Maternal Maternal Lab History: URINE PH-otherPregnancy:0.076 Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 155 | OR_unadj: 0.872 [0.539 1.410] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.525 Diagnosis:9ccs117:Ot circul dx:0.230 Newborn Diagnosis:9ccs96:Hrt valve dx:0.220 Newborn Diagnosis:9ccs213:Cardiac anom:0.181 Maternal Maternal Procedure History:96372-otherPregnancy:0.107 Diagnosis:9ccs259:Unclassified:0.096 Diagnosis:9ccs10:Immuniz/scrn:0.090 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.090 Diagnosis:9ccs257:Ot aftercare:0.088 Maternal Maternal Lab History: ALBUMIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 217 | OR_unadj: 1.064 [0.613 1.847] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: ALBUMIN-otherPregnancy:1.000 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.796 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.634 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.345 Maternal Maternal Lab History: RBC-otherPregnancy:0.333 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.292 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.267 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.244 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.235 Maternal Maternal Lab History: Alk Phos-otherPregnancy:-0.216 Diagnosis:9ccs247:Lymph enlarg | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 1.416 [0.527 3.808] | indivs AUC:0.515 Correlated most with: Diagnosis:9ccs247:Lymph enlarg:1.000 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.206 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.184 Maternal Maternal Procedure History:99211-otherPregnancy:0.164 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.160 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.157 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.144 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.132 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.127 Maternal Maternal Procedure History:97112-postPregnancy:0.126 Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 116 | OR_unadj: 1.341 [0.705 2.553] | indivs AUC:0.522 Correlated most with: Lab:295669 BILIRUBIN DIRECT - LMC:1.000 Lab:294203 BILIRUBIN TOTAL - LMC:0.191 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.115 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.112 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.102 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.097 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.096 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.095 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:0.094 Maternal Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.090 Vital: HC Percentile-latest | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.129 [0.428 2.977] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:-0.169 Lab:323825 STREP SCREEN THROAT - Sunrise:0.122 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.099 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.086 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.086 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.080 Maternal Diagnosis:9ccs60:Acut p-h anm:0.079 Maternal Maternal Procedure History:97014-postPregnancy:-0.074 Maternal Maternal Lab History: RBC-postPregnancy:0.070 Diagnosis:9ccs163:Other GU dx:0.068 Diagnosis:9ccs122:Pneumonia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 123 | OR_unadj: 1.174 [0.719 1.916] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs122:Pneumonia:1.000 Number of Visits:0.235 Diagnosis:9ccs128:Asthma:0.211 Diagnosis:9ccs125:Bronchitis:0.164 Diagnosis:9ccs133:Oth low resp:0.161 Diagnosis:9ccs127:COPD:0.147 Diagnosis:9ccs92:Otitis media:0.145 Diagnosis:9ccs126:Ot up rsp in:0.115 Diagnosis:9ccs59:Anemia:0.103 Maternal Diagnosis:9ccs238:Complic proc:0.098 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 260 | OR_unadj: 0.951 [0.495 1.828] | indivs AUC:0.479 Correlated most with: Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:1.000 Maternal Maternal Procedure History:99401-otherPregnancy:0.468 Maternal Maternal Procedure History:81000-otherPregnancy:0.376 Maternal Maternal Procedure History:S9470-otherPregnancy:0.324 Maternal Maternal Procedure History:86703-otherPregnancy:0.287 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.285 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.253 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.209 Maternal Maternal Procedure History:96372-otherPregnancy:0.209 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.181 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 271 | OR_unadj: 0.887 [0.487 1.618] | indivs AUC:0.521 Correlated most with: Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:1.000 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.272 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.223 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.185 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.125 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.123 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.122 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.115 Maternal Vital: HR-otherPregnancy:-0.112 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.111 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 236 | OR_unadj: 1.333 [0.822 2.163] | indivs AUC:0.513 Correlated most with: Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:1.000 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.648 Maternal Maternal Lab History: WBC-otherPregnancy:0.574 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.552 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.315 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.309 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.236 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.223 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:0.193 Maternal Maternal Lab History: WBC-postPregnancy:0.176 Vital: HC Percentile-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: PT-postPregnancy:0.129 Maternal Maternal Lab History: AMYLASE-postPregnancy:-0.120 Newborn Diagnosis:9ccs0:No DX:0.119 Newborn Diagnosis:9ccs95:Oth nerv dx:0.116 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.111 Maternal Maternal Lab History: INR-postPregnancy:0.104 Diagnosis:9ccs238:Complic proc:0.102 Diagnosis:9ccs216:Nerv cong an:0.092 Diagnosis:9ccs250:Nausea/vomit:0.085 Diagnosis:9ccs214:GI cong anom:0.077 Maternal Maternal Lab History: POTASSIUM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 222 | OR_unadj: 0.922 [0.493 1.724] | indivs AUC:0.477 Correlated most with: Maternal Maternal Lab History: POTASSIUM-otherPregnancy:1.000 Maternal Maternal Lab History: POTASSIUM-postPregnancy:0.306 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.250 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.228 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.213 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.201 Maternal Maternal Lab History: MPV-otherPregnancy:-0.190 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:-0.157 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.156 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.155 Maternal Vital: Temp-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 122 | OR_unadj: 1.356 [0.745 2.467] | indivs AUC:0.529 Correlated most with: Maternal Vital: Temp-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.261 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.231 Maternal Vital: Temp-postPregnancy:0.219 Maternal Maternal Procedure History:36415-otherPregnancy:-0.219 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.192 Maternal Vital: RR-otherPregnancy:0.191 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.185 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:-0.182 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.179 Maternal Maternal Lab History: BUN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 117 | OR_unadj: 1.588 [0.846 2.979] | indivs AUC:0.462 Correlated most with: Maternal Maternal Lab History: BUN-postPregnancy:1.000 Maternal Maternal Lab History: SODIUM-postPregnancy:0.311 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.239 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.236 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.234 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.202 Maternal Maternal Lab History: BUN-otherPregnancy:0.200 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.192 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.183 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.170 Maternal Diagnosis:9ccs49:DiabMel no c | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 32 | OR_unadj: 1.906 [0.847 4.291] | indivs AUC:0.506 Correlated most with: Maternal Diagnosis:9ccs49:DiabMel no c:1.000 Maternal Diagnosis:9ccs186:DM in preg:0.409 MatDeliveryAge:0.137 Maternal Maternal Lab History: FASTING-postPregnancy:0.135 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.134 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.133 Maternal Maternal Lab History: FASTING-otherPregnancy:0.132 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.118 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.111 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.108 Maternal Maternal Lab History: RUBELLA-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 109 | OR_unadj: 0.994 [0.413 2.392] | indivs AUC:0.491 Correlated most with: Maternal Maternal Lab History: RUBELLA-otherPregnancy:1.000 Maternal Maternal Lab History: RUBELLA-postPregnancy:0.307 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.205 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.189 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:0.160 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.144 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.137 Maternal Maternal Lab History: LDH-otherPregnancy:-0.133 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.130 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.126 Maternal Maternal Lab History: LDH-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 104 | OR_unadj: 0.965 [0.402 2.318] | indivs AUC:0.507 Correlated most with: Maternal Maternal Lab History: LDH-postPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.403 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.396 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.343 Maternal Maternal Lab History: AST-postPregnancy:0.300 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.286 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.272 Maternal Maternal Lab History: CALCIUM-postPregnancy:-0.266 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.257 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:0.244 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 254 | OR_unadj: 1.805 [0.904 3.602] | indivs AUC:0.501 Correlated most with: Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:1.000 Maternal Maternal Procedure History:99401-otherPregnancy:0.440 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.292 Maternal Maternal Procedure History:99401-postPregnancy:0.270 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.240 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.209 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.164 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.147 Maternal Maternal Procedure History:86703-otherPregnancy:0.146 Maternal Maternal Procedure History:81000-otherPregnancy:0.140 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 95 | OR_unadj: 0.506 [0.154 1.663] | indivs AUC:0.484 Correlated most with: Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.223 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.208 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.199 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.152 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.149 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.143 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.138 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.133 Maternal Maternal Procedure History:81000-postPregnancy:0.120 Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 148 | OR_unadj: 0.870 [0.532 1.422] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs217:Ot cong anom:1.000 Diagnosis:9ccs89:Blindness:0.259 Diagnosis:9ccs91:Other eye dx:0.181 Diagnosis:9ccs47:Ot bnign neo:0.154 Diagnosis:9ccs95:Oth nerv dx:0.112 Number of Visits:0.110 Diagnosis:9ccs257:Ot aftercare:0.107 Diagnosis:9ccs10:Immuniz/scrn:0.102 Diagnosis:9ccs216:Nerv cong an:0.101 Diagnosis:9ccs74:Ot mentl cnd:0.099 Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 136 | OR_unadj: 0.734 [0.428 1.260] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs94:Other ear dx:1.000 Number of Visits:0.213 Diagnosis:9ccs113:Late eff CVD:0.141 Diagnosis:9ccs126:Ot up rsp in:0.123 Diagnosis:9ccs74:Ot mentl cnd:0.111 Diagnosis:9ccs155:Other GI dx:0.100 Diagnosis:9ccs257:Ot aftercare:0.099 Diagnosis:9ccs135:Intest infct:0.095 Diagnosis:9ccs239:Superfic inj:0.090 Diagnosis:9ccs128:Asthma:0.086 Diagnosis:9ccs151:Oth liver dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 168 | OR_unadj: 0.696 [0.423 1.144] | indivs AUC:0.532 Correlated most with: Diagnosis:9ccs151:Oth liver dx:1.000 Diagnosis:9ccs222:Perint jaund:0.187 Lab:294203 BILIRUBIN TOTAL - LMC:-0.128 Diagnosis:9ccs10:Immuniz/scrn:0.099 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.097 Number of Visits:0.095 Diagnosis:9ccs224:Ot perint dx:0.092 Maternal Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.090 Maternal Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:-0.089 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.087 Diagnosis:9ccs250:Nausea/vomit | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 1.460 [0.855 2.494] | indivs AUC:0.543 Correlated most with: Diagnosis:9ccs250:Nausea/vomit:1.000 Number of Visits:0.168 Diagnosis:9ccs155:Other GI dx:0.124 Diagnosis:9ccs141:Ot dx stomch:0.120 Diagnosis:9ccs200:Oth skin dx:0.100 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.096 Diagnosis:9ccs135:Intest infct:0.090 Diagnosis:9ccs138:Esophgeal dx:0.090 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.088 Diagnosis:9ccs90:Eye infectn:0.087 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 86 | OR_unadj: 0.864 [0.299 2.498] | indivs AUC:0.497 Correlated most with: Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.555 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.253 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.224 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.210 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.169 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.168 Maternal Vital: Ht-otherPregnancy:-0.158 Maternal Maternal Lab History: MPV-otherPregnancy:0.145 Maternal Vital: BMI-otherPregnancy:-0.144 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 142 | OR_unadj: 1.189 [0.401 3.524] | indivs AUC:0.519 Correlated most with: Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:1.000 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.388 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.385 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.383 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:0.265 Maternal Vital: Temp-otherPregnancy:0.231 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.217 Maternal Maternal Lab History: POLYS-postPregnancy:-0.210 Diagnosis:9ccs64:Ot hematl dx:0.200 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.191 Maternal Maternal Procedure History:99401-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 246 | OR_unadj: 1.278 [0.742 2.202] | indivs AUC:0.516 Correlated most with: Maternal Maternal Procedure History:99401-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.468 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.440 Maternal Maternal Procedure History:86703-otherPregnancy:0.403 Maternal Maternal Procedure History:99401-postPregnancy:0.398 Maternal Maternal Procedure History:81000-otherPregnancy:0.329 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.312 Maternal Maternal Procedure History:86703-postPregnancy:0.222 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.187 Maternal Maternal Procedure History:96372-otherPregnancy:0.155 Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 1.277 [0.612 2.665] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs143:Abdom hernia:1.000 Diagnosis:9ccs95:Oth nerv dx:0.131 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.112 Maternal Diagnosis:9ccs5:HIV infectn:0.108 Newborn Diagnosis:9ccs219:Low birth wt:0.104 Diagnosis:9ccs219:Low birth wt:0.093 Diagnosis:9ccs215:gu cong anom:0.092 Diagnosis:9ccs63:Wht blood dx:0.091 Maternal Maternal Lab History: PTT-otherPregnancy:0.091 Maternal Diagnosis:9ccs184:Early labor:0.091 Maternal Maternal Procedure History:81025-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 192 | OR_unadj: 1.195 [0.632 2.260] | indivs AUC:0.499 Correlated most with: Maternal Maternal Procedure History:81025-postPregnancy:1.000 Maternal Maternal Procedure History:J1055-postPregnancy:0.361 Maternal Maternal Procedure History:90772-postPregnancy:0.339 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.273 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.169 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.165 Maternal Maternal Procedure History:90746-postPregnancy:-0.157 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.155 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.151 Maternal Maternal Lab History: ALT-postPregnancy:0.149 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 88 | OR_unadj: 1.473 [0.635 3.420] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:1.000 Maternal Maternal Lab History: LDL-otherPregnancy:0.325 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.263 Maternal Maternal Procedure History:86703-postPregnancy:0.254 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.241 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.237 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.224 Maternal Maternal Lab History: A/G-otherPregnancy:-0.207 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.206 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.201 Maternal Maternal Lab History: GAMMA GT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 104 | OR_unadj: 0.446 [0.105 1.896] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: GAMMA GT-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.442 Maternal Maternal Lab History: AST-postPregnancy:0.292 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.284 Maternal Maternal Lab History: ALT-postPregnancy:0.260 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.248 Maternal Maternal Lab History: PO2-postPregnancy:0.235 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.227 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.226 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.220 * Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 91 | OR_unadj: 4.468 [1.938 10.303] | indivs AUC:0.516 Correlated most with: Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:1.000 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.221 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.188 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.166 Maternal Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.162 Maternal Maternal Lab History: LDH-otherPregnancy:0.160 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:0.147 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.141 Maternal Vital: Ht-otherPregnancy:0.127 Maternal Maternal Lab History: MCH-otherPregnancy:-0.120 Maternal Maternal Lab History: Alk Phos-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 215 | OR_unadj: 1.115 [0.606 2.053] | indivs AUC:0.479 Correlated most with: Maternal Maternal Lab History: Alk Phos-otherPregnancy:1.000 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:0.258 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:-0.216 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.206 Maternal Maternal Lab History: AST-otherPregnancy:0.202 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.197 Maternal Maternal Lab History: MPV-otherPregnancy:0.196 Maternal Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.185 Maternal Vital: Ht-otherPregnancy:-0.179 Maternal Maternal Lab History: VLDL-postPregnancy:0.173 * Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 70 | OR_unadj: 3.407 [1.542 7.529] | indivs AUC:0.507 Correlated most with: Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.460 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.311 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.281 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.273 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.273 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.241 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.241 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.235 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.221 Vital: RR-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 140 | OR_unadj: 0.974 [0.474 2.002] | indivs AUC:0.496 Correlated most with: Maternal Diagnosis:9ccs168:PID:0.133 Maternal Diagnosis:9ccs46:Bnign ut neo:-0.114 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.109 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.093 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.086 Diagnosis:9ccs224:Ot perint dx:0.079 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:-0.079 Maternal Diagnosis:9ccs172:Ovarian cyst:-0.076 Maternal Diagnosis:9ccs186:DM in preg:0.074 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.070 Maternal Vital: PL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 152 | OR_unadj: 0.568 [0.258 1.251] | indivs AUC:0.488 Correlated most with: Maternal Vital: PL-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:-0.169 Maternal Vital: HR-postPregnancy:0.159 Maternal Maternal Lab History: ALT-postPregnancy:0.151 Maternal Maternal Lab History: AST-postPregnancy:0.142 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.141 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.140 Maternal Vital: PL-otherPregnancy:0.139 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:-0.134 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.115 Maternal Maternal Lab History: BUN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 115 | OR_unadj: 0.873 [0.389 1.957] | indivs AUC:0.493 Correlated most with: Maternal Maternal Lab History: BUN-otherPregnancy:1.000 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.334 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.265 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.265 Maternal Maternal Lab History: HCG-otherPregnancy:0.202 Maternal Maternal Lab History: BUN-postPregnancy:0.200 Maternal Vital: Wt-otherPregnancy:-0.173 Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.161 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.161 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.157 Maternal Maternal Lab History: CHLORIDE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 222 | OR_unadj: 1.364 [0.840 2.215] | indivs AUC:0.527 Correlated most with: Maternal Maternal Lab History: CHLORIDE-otherPregnancy:1.000 Maternal Maternal Lab History: SODIUM-otherPregnancy:0.449 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:-0.289 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:-0.244 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:-0.218 Maternal Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.217 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.208 Maternal Maternal Lab History: CALCIUM-otherPregnancy:-0.208 Maternal Maternal Lab History: PT-otherPregnancy:-0.206 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.185 Maternal Maternal Procedure History:90471-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 103 | OR_unadj: 0.162 [0.022 1.192] | indivs AUC:0.493 Correlated most with: Maternal Maternal Procedure History:90471-postPregnancy:1.000 Maternal Maternal Procedure History:90649-postPregnancy:0.530 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.318 Maternal Maternal Procedure History:90658-postPregnancy:0.203 Maternal Maternal Procedure History:90746-postPregnancy:0.190 Maternal Maternal Lab History: A/G-postPregnancy:0.189 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.181 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.178 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.171 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.150 Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 189 | OR_unadj: 0.638 [0.393 1.036] | indivs AUC:0.466 Correlated most with: Diagnosis:9ccs133:Oth low resp:1.000 Number of Visits:0.337 Diagnosis:9ccs128:Asthma:0.220 Diagnosis:9ccs7:Viral infect:0.182 Diagnosis:9ccs126:Ot up rsp in:0.167 Diagnosis:9ccs127:COPD:0.166 Diagnosis:9ccs122:Pneumonia:0.161 Diagnosis:9ccs125:Bronchitis:0.156 Diagnosis:9ccs257:Ot aftercare:0.147 Diagnosis:9ccs256:Exam/eval:0.146 Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 113 | OR_unadj: 0.653 [0.353 1.206] | indivs AUC:0.516 Correlated most with: Diagnosis:9ccs259:Unclassified:1.000 Diagnosis:9ccs61:Sickle cell:0.111 Number of Visits:0.108 Diagnosis:9ccs96:Hrt valve dx:0.096 Diagnosis:9ccs242:Poisn ot med:0.093 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.089 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.087 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.085 Maternal Diagnosis:9ccs61:Sickle cell:0.078 Diagnosis:9ccs134:Ot uppr resp:0.077 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 56 | OR_unadj: 1.698 [0.464 6.213] | indivs AUC:0.521 Correlated most with: Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.423 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.257 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.248 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.211 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.174 Maternal Maternal Lab History: FREE T3-postPregnancy:0.170 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.140 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.138 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:-0.136 Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 129 | OR_unadj: 0.612 [0.339 1.102] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs256:Exam/eval:1.000 Number of Visits:0.179 Diagnosis:9ccs133:Oth low resp:0.146 Diagnosis:9ccs200:Oth skin dx:0.140 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.126 Diagnosis:9ccs239:Superfic inj:0.120 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.117 Diagnosis:9ccs155:Other GI dx:0.112 Maternal Maternal Procedure History:99401-otherPregnancy:0.100 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.099 Maternal Maternal Lab History: POLYS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 144 | OR_unadj: 1.016 [0.527 1.959] | indivs AUC:0.471 Correlated most with: Maternal Maternal Lab History: POLYS-postPregnancy:1.000 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.348 Maternal Maternal Lab History: MONOS-postPregnancy:-0.262 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.244 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.215 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:-0.210 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:-0.210 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.210 Maternal Maternal Lab History: A/G-postPregnancy:-0.167 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.159 Maternal Maternal Lab History: WEIGHT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 90 | OR_unadj: 1.629 [0.734 3.616] | indivs AUC:0.514 Correlated most with: Maternal Maternal Lab History: WEIGHT-otherPregnancy:1.000 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.365 Maternal Maternal Lab History: hCG MoM-otherPregnancy:-0.320 Maternal Vital: Wt-otherPregnancy:0.290 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.207 Maternal Vital: Wt-postPregnancy:0.183 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.174 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.169 Maternal Maternal Lab History: AFP-otherPregnancy:-0.167 Maternal Vital: Wt Percentile-otherPregnancy:-0.167 Maternal Maternal Procedure History:86703-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 119 | OR_unadj: 1.416 [0.527 3.808] | indivs AUC:0.502 Correlated most with: Maternal Maternal Procedure History:86703-otherPregnancy:1.000 Maternal Maternal Procedure History:86703-postPregnancy:0.446 Maternal Maternal Procedure History:99401-otherPregnancy:0.403 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.287 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.231 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.224 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.192 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.186 Maternal Maternal Lab History: A/G-otherPregnancy:-0.184 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.184 Maternal Maternal Lab History: SODIUM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 222 | OR_unadj: 1.020 [0.598 1.741] | indivs AUC:0.497 Correlated most with: Maternal Maternal Lab History: SODIUM-otherPregnancy:1.000 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:0.449 Maternal Maternal Lab History: SODIUM-postPregnancy:0.265 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.264 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.216 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.188 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.173 Maternal Maternal Lab History: MCH-otherPregnancy:0.146 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.137 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.135 Maternal Maternal Lab History: ESTRIOL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 91 | OR_unadj: 0.851 [0.329 2.200] | indivs AUC:0.489 Correlated most with: Maternal Maternal Lab History: ESTRIOL-otherPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.555 Maternal Maternal Lab History: AFP-otherPregnancy:0.289 Maternal Maternal Procedure History:J7300-postPregnancy:0.258 Maternal Maternal Procedure History:58300-postPregnancy:0.227 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.199 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.199 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.197 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.168 Maternal Maternal Lab History: RBC-otherPregnancy:-0.161 Maternal Maternal Procedure History:86580-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 86 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Procedure History:86580-postPregnancy:1.000 Maternal Maternal Procedure History:90746-postPregnancy:0.384 Maternal Maternal Procedure History:86580-otherPregnancy:0.267 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.232 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.231 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.229 Maternal Maternal Lab History: RUBELLA-postPregnancy:0.183 Maternal Diagnosis:9ccs61:Sickle cell:0.177 Newborn Diagnosis:9ccs221:Resp distres:0.174 Maternal Maternal Lab History: ANION GAP-postPregnancy:0.172 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 87 | OR_unadj: 0.347 [0.083 1.457] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:1.000 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.195 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.192 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.183 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.181 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.177 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:-0.175 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.171 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.147 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.129 Maternal Maternal Procedure History:86580-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 233 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.488 Correlated most with: Maternal Maternal Procedure History:86580-otherPregnancy:1.000 Maternal Maternal Procedure History:86580-postPregnancy:0.267 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.222 Maternal Vital: BMI-otherPregnancy:0.179 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.172 Maternal Maternal Lab History: PT-postPregnancy:0.151 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.144 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.142 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.141 Maternal Maternal Lab History: AMYLASE-postPregnancy:-0.133 Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 130 | OR_unadj: 0.777 [0.452 1.334] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs136:Teeth dx:1.000 Number of Visits:0.169 Diagnosis:9ccs258:Other screen:0.143 Diagnosis:9ccs7:Viral infect:0.130 Diagnosis:9ccs10:Immuniz/scrn:0.102 Diagnosis:9ccs140:Gastritis:0.096 Diagnosis:9ccs133:Oth low resp:0.088 Diagnosis:9ccs197:Skin infectn:0.088 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.085 Maternal Maternal Lab History: ALT-otherPregnancy:0.084 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 86 | OR_unadj: 0.178 [0.024 1.313] | indivs AUC:0.493 Correlated most with: Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:1.000 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.789 Maternal Maternal Lab History: WEIGHT-otherPregnancy:-0.365 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.316 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:-0.309 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:0.305 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.240 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.224 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.176 Maternal Vital: RR-otherPregnancy:-0.169 Diagnosis:9ccs128:Asthma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 105 | OR_unadj: 1.094 [0.640 1.873] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs128:Asthma:1.000 Number of Visits:0.250 Diagnosis:9ccs125:Bronchitis:0.241 Diagnosis:9ccs133:Oth low resp:0.220 Diagnosis:9ccs122:Pneumonia:0.211 Diagnosis:9ccs257:Ot aftercare:0.152 Diagnosis:9ccs92:Otitis media:0.150 Diagnosis:9ccs126:Ot up rsp in:0.130 Diagnosis:9ccs7:Viral infect:0.112 Diagnosis:9ccs127:COPD:0.109 Maternal Maternal Procedure History:36415-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 120 | OR_unadj: 0.781 [0.329 1.854] | indivs AUC:0.491 Correlated most with: Maternal Maternal Procedure History:36415-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.298 Maternal Vital: Temp-otherPregnancy:-0.219 Maternal Maternal Procedure History:36415-postPregnancy:0.214 Maternal Maternal Procedure History:S9470-postPregnancy:0.211 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.209 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:-0.205 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.202 Maternal Maternal Procedure History:81000-otherPregnancy:0.200 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.178 Maternal Maternal Procedure History:99401-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 110 | OR_unadj: 0.701 [0.209 2.344] | indivs AUC:0.511 Correlated most with: Maternal Maternal Procedure History:99401-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.504 Maternal Maternal Procedure History:86703-postPregnancy:0.481 Maternal Maternal Procedure History:99401-otherPregnancy:0.398 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.330 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.324 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.317 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.272 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.270 Maternal Maternal Procedure History:81000-postPregnancy:0.255 * Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 126 | OR_unadj: 2.633 [1.381 5.022] | indivs AUC:0.524 Correlated most with: Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:1.000 Maternal Maternal Lab History: VLDL-postPregnancy:0.763 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.672 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.390 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.364 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.265 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.225 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.217 Maternal Maternal Lab History: FASTING-postPregnancy:0.214 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.213 Maternal Maternal Lab History: MONOS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 144 | OR_unadj: 1.430 [0.767 2.666] | indivs AUC:0.538 Correlated most with: Maternal Maternal Lab History: MONOS-postPregnancy:1.000 Maternal Maternal Lab History: MONOS-otherPregnancy:0.269 Maternal Maternal Lab History: POLYS-postPregnancy:-0.262 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:0.186 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.170 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.154 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.141 Maternal Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:-0.127 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.122 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.116 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 111 | OR_unadj: 0.938 [0.323 2.726] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:1.000 Maternal Maternal Procedure History:97001-postPregnancy:0.426 Maternal Maternal Procedure History:90658-postPregnancy:0.237 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.170 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.165 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.163 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.159 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.153 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.152 Maternal Maternal Procedure History:90649-postPregnancy:0.151 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 126 | OR_unadj: 1.741 [0.922 3.285] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:1.000 Maternal Maternal Lab History: LDL-postPregnancy:0.699 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.420 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.390 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.331 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.287 Maternal Vital: Wt Percentile-otherPregnancy:0.245 Maternal Maternal Lab History: VLDL-postPregnancy:0.240 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.225 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.211 Vital: HC Percentile-gain5to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.514 Correlated most with: Maternal Maternal Procedure History:97014-postPregnancy:0.154 Diagnosis:9ccs3:Oth bact inf:0.124 Diagnosis:9ccs163:Other GU dx:0.114 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:-0.113 Maternal Maternal Procedure History:97110-postPregnancy:0.106 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.101 Maternal Diagnosis:9ccs172:Ovarian cyst:-0.101 Diagnosis:9ccs238:Complic proc:-0.084 Diagnosis:9ccs216:Nerv cong an:-0.080 Maternal Diagnosis:9ccs60:Acut p-h anm:0.080 Maternal Diagnosis:9ccs46:Bnign ut neo | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.496 Correlated most with: Maternal Diagnosis:9ccs46:Bnign ut neo:1.000 Diagnosis:9ccs215:gu cong anom:0.171 Maternal Diagnosis:9ccs172:Ovarian cyst:0.155 Maternal Diagnosis:9ccs5:HIV infectn:0.141 Diagnosis:9ccs175:Ot femal gen:0.130 Diagnosis:9ccs61:Sickle cell:0.113 Newborn Diagnosis:9ccs215:gu cong anom:0.113 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.105 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.105 Diagnosis:9ccs208:Acq foot def:0.102 Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 115 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.512 Correlated most with: Lab:294203 BILIRUBIN TOTAL - LMC:1.000 Lab:295669 BILIRUBIN DIRECT - LMC:0.191 Diagnosis:9ccs222:Perint jaund:-0.151 Diagnosis:9ccs151:Oth liver dx:-0.128 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.106 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.099 Diagnosis:9ccs58:Ot nutrit dx:0.092 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.084 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.084 Diagnosis:9ccs234:Crush injury:-0.080 Maternal Maternal Procedure History:99000-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 113 | OR_unadj: nan [ nan nan] | indivs AUC:0.497 Correlated most with: Maternal Maternal Procedure History:99000-otherPregnancy:1.000 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.462 Maternal Maternal Procedure History:90656-otherPregnancy:0.271 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.260 Maternal Maternal Procedure History:99000-postPregnancy:-0.253 Maternal Maternal Lab History: CREATININE-postPregnancy:0.192 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.192 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.191 Maternal Maternal Procedure History:81000-postPregnancy:-0.178 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.129 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 0.851 [0.329 2.200] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:1.000 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.430 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.316 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.276 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.252 Maternal Maternal Lab History: AFP-otherPregnancy:0.244 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.234 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.213 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.207 Maternal Maternal Procedure History:36415-otherPregnancy:-0.205 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 125 | OR_unadj: 0.504 [0.180 1.416] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:1.000 Maternal Maternal Procedure History:90658-postPregnancy:-0.174 Maternal Maternal Lab History: POTASSIUM-postPregnancy:-0.145 Maternal Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:-0.145 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.123 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:-0.111 Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.108 Maternal Maternal Lab History: RDW-postPregnancy:-0.104 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:-0.099 Maternal Maternal Procedure History:86703-postPregnancy:-0.098 Lab:297262 HEMOGLOBIN (HEMOCUE) | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: nan [ nan nan] | indivs AUC:0.501 Correlated most with: Lab:297262 HEMOGLOBIN (HEMOCUE):1.000 Diagnosis:9ccs59:Anemia:-0.165 Maternal Maternal Lab History: A/G-otherPregnancy:0.156 Maternal Maternal Lab History: A/G-postPregnancy:0.141 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.138 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.121 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:-0.120 Diagnosis:9ccs76:Meningitis:-0.120 Maternal Maternal Lab History: URIC ACID-otherPregnancy:-0.118 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.113 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 96 | OR_unadj: 0.938 [0.274 3.208] | indivs AUC:0.510 Correlated most with: Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.294 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.289 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.279 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.244 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.233 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.230 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.223 Maternal Maternal Procedure History:87880-postPregnancy:0.181 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.168 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 66 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.478 Correlated most with: Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:1.000 Maternal Maternal Procedure History:87880-postPregnancy:0.693 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.637 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.462 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.413 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.373 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.289 Diagnosis:9ccs223:Birth trauma:0.171 Diagnosis:9ccs211:Ot conn tiss:0.158 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.138 Maternal Maternal Procedure History:90656-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: nan [ nan nan] | indivs AUC:0.508 Correlated most with: Maternal Maternal Procedure History:90656-otherPregnancy:1.000 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.386 Maternal Maternal Procedure History:99000-otherPregnancy:0.271 Maternal Maternal Procedure History:81000-otherPregnancy:-0.219 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.198 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.183 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.177 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.169 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.156 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:-0.155 Diagnosis:9ccs127:COPD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: 0.936 [0.487 1.798] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs127:COPD:1.000 Number of Visits:0.203 Diagnosis:9ccs133:Oth low resp:0.166 Diagnosis:9ccs122:Pneumonia:0.147 Diagnosis:9ccs240:Burns:0.117 Diagnosis:9ccs125:Bronchitis:0.115 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.115 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.111 Diagnosis:9ccs128:Asthma:0.109 Diagnosis:9ccs126:Ot up rsp in:0.108 Maternal Maternal Lab History: TP PERIOD-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: TP PERIOD-postPregnancy:1.000 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:0.953 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.433 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.264 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:0.252 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.242 Maternal Maternal Lab History: TP VOLUME-postPregnancy:-0.229 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.224 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.222 Diagnosis:9ccs243:Poisn nonmed:0.213 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 2.527 [0.772 8.269] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.726 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.567 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.531 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.387 Maternal Vital: SpO2-postPregnancy:-0.373 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.368 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.331 Maternal Maternal Lab History: LDL-postPregnancy:0.305 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.259 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:1.000 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.878 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:0.281 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:-0.275 Maternal Maternal Lab History: TP PERIOD-postPregnancy:0.222 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.193 Maternal Maternal Lab History: RUBELLA-postPregnancy:0.156 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.156 Maternal Maternal Lab History: PTT-postPregnancy:0.143 Diagnosis:9ccs243:Poisn nonmed:0.137 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 39 | OR_unadj: 1.128 [0.246 5.176] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:1.000 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.267 Maternal Maternal Lab History: TP PERIOD-postPregnancy:0.242 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.236 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:0.233 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.185 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.156 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.128 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.116 Diagnosis:9ccs243:Poisn nonmed:0.114 Maternal Vital: Wt Change-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 160 | OR_unadj: 0.909 [0.487 1.699] | indivs AUC:0.492 Correlated most with: Maternal Vital: Wt Change-otherPregnancy:1.000 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.335 Maternal Maternal Lab History: PH-otherPregnancy:-0.158 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:-0.132 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:0.130 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.130 Lab:292495 LEAD LEVEL - Sunrise:0.129 Maternal Vital: Temp-postPregnancy:-0.119 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:-0.104 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.103 Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 42 | OR_unadj: 1.336 [0.611 2.920] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs95:Oth nerv dx:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.195 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.146 Diagnosis:9ccs143:Abdom hernia:0.131 Diagnosis:9ccs208:Acq foot def:0.129 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.121 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.119 Number of Visits:0.116 Diagnosis:9ccs217:Ot cong anom:0.112 Newborn Diagnosis:9ccs200:Oth skin dx:0.108 Diagnosis:9ccs167:Breast dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.431 [0.056 3.310] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs167:Breast dx:1.000 Maternal Maternal Lab History: HCG-postPregnancy:0.127 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.108 Maternal Diagnosis:9ccs163:Other GU dx:0.104 Diagnosis:9ccs48:Thyroid dsor:0.104 Maternal Diagnosis:9ccs5:HIV infectn:0.104 Maternal Maternal Lab History: AST-otherPregnancy:0.100 Maternal Maternal Lab History: INHMOM-postPregnancy:0.098 Diagnosis:9ccs204:Ot joint dx:0.096 Diagnosis:9ccs242:Poisn ot med:0.096 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 142 | OR_unadj: 0.698 [0.273 1.786] | indivs AUC:0.524 Correlated most with: Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:1.000 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.221 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.155 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.137 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.134 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.133 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.132 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.128 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.124 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.118 Vital: HC Percentile-gain3to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.491 Correlated most with: Maternal Maternal Procedure History:97014-postPregnancy:-0.193 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:-0.179 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.156 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.142 Maternal Maternal Procedure History:97110-postPregnancy:-0.133 Maternal Diagnosis:9ccs60:Acut p-h anm:-0.128 Newborn Diagnosis:9ccs95:Oth nerv dx:0.127 Maternal Diagnosis:9ccs172:Ovarian cyst:0.127 Maternal Maternal Lab History: AFP-otherPregnancy:-0.109 Diagnosis:9ccs216:Nerv cong an:0.100 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 0.900 [0.310 2.607] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.246 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.236 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.222 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.217 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.199 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.194 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.183 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.181 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.181 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.507 Correlated most with: Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.818 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.663 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.635 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.440 Maternal Maternal Lab History: INR-otherPregnancy:0.412 Maternal Maternal Lab History: LDH-postPregnancy:0.403 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.367 Maternal Maternal Lab History: PTT-otherPregnancy:0.346 Maternal Maternal Lab History: A/G-otherPregnancy:0.279 Maternal Maternal Lab History: AFP-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 86 | OR_unadj: 0.657 [0.231 1.868] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: AFP-otherPregnancy:1.000 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.412 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.289 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.244 Maternal Maternal Lab History: AFP-postPregnancy:0.209 Maternal Vital: HR-otherPregnancy:0.201 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:-0.184 Maternal Maternal Lab History: WEIGHT-otherPregnancy:-0.167 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.155 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.152 Maternal Maternal Lab History: URINE KETONES-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 74 | OR_unadj: nan [ nan nan] | indivs AUC:0.505 Correlated most with: Maternal Maternal Lab History: URINE KETONES-postPregnancy:1.000 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:0.368 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.292 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.281 Maternal Maternal Lab History: PTT-otherPregnancy:0.232 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.216 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.206 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.191 Maternal Maternal Lab History: INR-otherPregnancy:0.180 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.177 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 103 | OR_unadj: 0.633 [0.249 1.612] | indivs AUC:0.483 Correlated most with: Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:1.000 Maternal Maternal Lab History: AFP-otherPregnancy:0.412 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.309 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.253 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.228 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.219 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.212 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.170 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:-0.153 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:-0.152 Maternal Maternal Lab History: LDL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 66 | OR_unadj: 2.065 [0.953 4.477] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: LDL-postPregnancy:1.000 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.699 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.330 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.305 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.296 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.278 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.252 Maternal Vital: RR-postPregnancy:0.223 Maternal Vital: SpO2-postPregnancy:-0.221 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.205 * Maternal Maternal Lab History: TP VOLUME-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 4.562 [1.217 17.105] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: TP VOLUME-postPregnancy:1.000 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.689 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.342 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.309 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.298 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.278 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.248 Maternal Maternal Lab History: TP PERIOD-postPregnancy:-0.229 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.202 Newborn Diagnosis:9ccs200:Oth skin dx:0.165 * Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 40.510 [4.962 330.693] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:1.000 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.263 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:-0.248 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.230 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:-0.224 Maternal Maternal Lab History: TP PERIOD-postPregnancy:-0.224 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.203 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:-0.158 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.153 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.150 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 71 | OR_unadj: 2.183 [0.956 4.983] | indivs AUC:0.528 Correlated most with: Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:1.000 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.314 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.305 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.217 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.199 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.168 Maternal Maternal Lab History: LDL-postPregnancy:-0.156 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.144 Diagnosis:9ccs251:Abdomnl pain:0.142 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:-0.131 Vital: HC Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs204:Ot joint dx:-0.137 Diagnosis:9ccs242:Poisn ot med:-0.137 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.128 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:-0.113 Diagnosis:9ccs251:Abdomnl pain:-0.100 Diagnosis:9ccs167:Breast dx:-0.097 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.088 Newborn Diagnosis:9ccs213:Cardiac anom:0.085 Maternal Maternal Lab History: eGFR-postPregnancy:-0.081 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.077 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: nan [ nan nan] | indivs AUC:0.484 Correlated most with: Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:1.000 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.725 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.435 Maternal Diagnosis:9ccs98:HTN:0.393 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:0.392 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.320 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.291 Maternal Maternal Lab History: LDL-postPregnancy:0.158 Maternal Vital: BP-postPregnancy:0.158 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.137 Vital: HC Percentile-avg5to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:-0.125 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.092 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.087 Maternal Maternal Procedure History:97014-postPregnancy:-0.083 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.081 Diagnosis:9ccs239:Superfic inj:-0.080 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:-0.069 Newborn Diagnosis:9ccs95:Oth nerv dx:0.068 Maternal Diagnosis:9ccs172:Ovarian cyst:0.068 Maternal Diagnosis:9ccs191:Amnios dx:-0.066 Maternal Diagnosis:9ccs182:Hemorr preg | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.279 [0.037 2.087] | indivs AUC:0.507 Correlated most with: Maternal Diagnosis:9ccs182:Hemorr preg:1.000 Maternal Diagnosis:9ccs184:Early labor:0.152 Newborn Diagnosis:9ccs219:Low birth wt:0.151 Diagnosis:9ccs63:Wht blood dx:0.148 Maternal Maternal Lab History: PTT-otherPregnancy:0.138 Newborn Diagnosis:9ccs256:Exam/eval:0.126 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:0.103 Maternal Maternal Lab History: INR-otherPregnancy:0.100 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.098 Maternal Maternal Lab History: PT-otherPregnancy:0.090 Maternal Maternal Procedure History:90471-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 88 | OR_unadj: 1.745 [0.564 5.394] | indivs AUC:0.514 Correlated most with: Maternal Maternal Procedure History:90471-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.202 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.193 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.186 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.167 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.167 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.157 Maternal Maternal Procedure History:81000-otherPregnancy:0.157 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:-0.156 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.156 Maternal Diagnosis:9ccs149:Biliary dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.411 [0.298 6.685] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs149:Biliary dx:1.000 Maternal Vital: Ht Percentile-otherPregnancy:0.239 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.217 Maternal Maternal Lab History: AST-postPregnancy:0.159 Maternal Diagnosis:9ccs172:Ovarian cyst:0.138 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.136 Maternal Vital: BMI Percentile-otherPregnancy:0.136 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.128 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.128 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.126 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 101 | OR_unadj: 0.717 [0.280 1.836] | indivs AUC:0.477 Correlated most with: Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:1.000 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:-0.663 Maternal Maternal Lab History: VLDL-postPregnancy:-0.383 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.364 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.244 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.190 Maternal Maternal Lab History: PH-postPregnancy:0.184 Maternal Maternal Procedure History:90471-postPregnancy:0.181 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:-0.177 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.171 Maternal Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 3.777 [0.628 22.717] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs138:Esophgeal dx:1.000 Diagnosis:9ccs168:PID:0.155 Diagnosis:9ccs63:Wht blood dx:0.155 Maternal Diagnosis:9ccs196:Nml preg/del:-0.120 Maternal Diagnosis:9ccs106:Dysrhythmia:0.088 Maternal Diagnosis:9ccs60:Acut p-h anm:0.084 Maternal Diagnosis:9ccs259:Unclassified:0.075 Maternal Diagnosis:9ccs128:Asthma:0.063 Maternal Diagnosis:9ccs181:Ot preg comp:0.062 Maternal Diagnosis:9ccs186:DM in preg:0.056 Maternal Diagnosis:9ccs6:Hepatitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.509 Correlated most with: Maternal Diagnosis:9ccs6:Hepatitis:1.000 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.334 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.181 Maternal Maternal Procedure History:90656-postPregnancy:0.146 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:-0.122 Maternal Diagnosis:9ccs48:Thyroid dsor:0.109 Maternal Diagnosis:9ccs7:Viral infect:0.104 Diagnosis:9ccs213:Cardiac anom:0.102 Newborn Diagnosis:9ccs213:Cardiac anom:0.097 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.094 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:1.000 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.878 Maternal Maternal Lab History: TP PERIOD-postPregnancy:0.433 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:0.417 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.295 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.236 Diagnosis:9ccs243:Poisn nonmed:0.213 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:-0.192 Lab:292495 LEAD LEVEL - Sunrise:-0.180 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.165 Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 56 | OR_unadj: 0.668 [0.283 1.575] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:1.000 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.151 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.126 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.124 Diagnosis:9ccs89:Blindness:0.117 Diagnosis:9ccs238:Complic proc:0.112 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.111 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.106 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.105 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.096 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 90 | OR_unadj: 0.620 [0.219 1.757] | indivs AUC:0.484 Correlated most with: Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:1.000 Maternal Maternal Procedure History:86580-postPregnancy:0.232 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.228 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.213 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.184 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.176 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.172 Maternal Maternal Procedure History:90658-postPregnancy:0.170 Newborn Diagnosis:9ccs221:Resp distres:0.161 Maternal Maternal Procedure History:97001-postPregnancy:0.156 Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 0.697 [0.295 1.646] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs96:Hrt valve dx:0.525 Newborn Diagnosis:9ccs213:Cardiac anom:0.330 Diagnosis:9ccs117:Ot circul dx:0.310 Newborn Diagnosis:9ccs96:Hrt valve dx:0.280 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.124 Maternal Maternal Procedure History:97140-postPregnancy:0.123 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.123 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.121 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.120 Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 90 | OR_unadj: 1.134 [0.641 2.008] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs159:UTI:1.000 Diagnosis:9ccs161:Ot dx kidney:0.240 Number of Visits:0.205 Diagnosis:9ccs257:Ot aftercare:0.118 Diagnosis:9ccs74:Ot mentl cnd:0.115 Diagnosis:9ccs125:Bronchitis:0.113 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.109 Diagnosis:9ccs92:Otitis media:0.106 Diagnosis:9ccs163:Other GU dx:0.106 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.103 Newborn Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs200:Oth skin dx:1.000 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.296 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.268 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.258 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.199 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.175 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.165 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.134 Newborn Diagnosis:9ccs215:gu cong anom:0.122 Diagnosis:9ccs95:Oth nerv dx:0.108 Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 65 | OR_unadj: 1.128 [0.324 3.925] | indivs AUC:0.512 Correlated most with: Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy:1.000 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:0.226 Maternal Maternal Lab History: PT-postPregnancy:0.148 Maternal Maternal Lab History: INR-postPregnancy:0.142 Diagnosis:9ccs234:Crush injury:0.121 Maternal Maternal Procedure History:90658-postPregnancy:-0.118 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.093 Maternal Maternal Procedure History:96372-postPregnancy:0.092 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.087 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.087 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 102 | OR_unadj: 1.593 [0.682 3.724] | indivs AUC:0.517 Correlated most with: Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.385 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.341 Maternal Maternal Procedure History:81000-otherPregnancy:0.324 Maternal Maternal Procedure History:96372-otherPregnancy:0.252 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.239 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.226 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.223 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.207 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.202 Maternal Diagnosis:9ccs60:Acut p-h anm | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 1.074 [0.366 3.155] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs60:Acut p-h anm:1.000 Maternal Diagnosis:9ccs181:Ot preg comp:0.182 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.158 Maternal Maternal Procedure History:97112-postPregnancy:0.096 Maternal Maternal Procedure History:97001-postPregnancy:0.096 Maternal Maternal Lab History: FREE T-4-postPregnancy:0.087 Maternal Diagnosis:9ccs138:Esophgeal dx:0.084 Maternal Maternal Lab History: URIC ACID-postPregnancy:-0.084 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.079 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.079 Maternal Maternal Lab History: FREE T-4-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 5.669 [0.795 40.431] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: FREE T-4-otherPregnancy:1.000 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.725 Maternal Maternal Lab History: FREE T3-postPregnancy:0.327 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.324 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.313 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:0.312 Maternal Diagnosis:9ccs98:HTN:-0.270 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.265 Newborn Diagnosis:9ccs95:Oth nerv dx:0.242 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:-0.220 Maternal Maternal Procedure History:81025-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.519 Correlated most with: Maternal Maternal Procedure History:81025-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.341 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.329 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.311 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.306 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.306 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.269 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.246 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.237 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.236 Diagnosis:9ccs209:Ot acq defor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.191 [0.026 1.409] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs209:Ot acq defor:1.000 Diagnosis:9ccs63:Wht blood dx:0.121 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.120 Maternal Maternal Procedure History:90746-postPregnancy:0.119 Diagnosis:9ccs208:Acq foot def:0.101 Diagnosis:9ccs51:Ot endo dsor:0.095 Diagnosis:9ccs212:Ot bone dx:0.095 Maternal Maternal Procedure History:86580-postPregnancy:0.090 Maternal Maternal Lab History: HCG-otherPregnancy:0.090 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.083 Maternal Diagnosis:9ccs106:Dysrhythmia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 0.843 [0.249 2.858] | indivs AUC:0.502 Correlated most with: Maternal Diagnosis:9ccs106:Dysrhythmia:1.000 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.154 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.152 Maternal Diagnosis:9ccs181:Ot preg comp:0.128 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.123 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.106 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:-0.102 Maternal Diagnosis:9ccs155:Other GI dx:0.088 Maternal Diagnosis:9ccs138:Esophgeal dx:0.088 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.086 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:1.000 Maternal Maternal Lab History: LDL-postPregnancy:0.330 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.287 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:-0.278 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.273 Maternal Maternal Lab History: MUMPS IGG-postPregnancy:0.249 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.244 Maternal Vital: Wt Percentile-otherPregnancy:0.242 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.230 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.203 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.491 Correlated most with: Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:1.000 Maternal Maternal Lab History: TP PERIOD-postPregnancy:0.953 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.417 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.281 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.248 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:0.242 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.233 Diagnosis:9ccs243:Poisn nonmed:0.205 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.183 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.175 Diagnosis:9ccs137:Mouth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 0.988 [0.498 1.960] | indivs AUC:0.532 Correlated most with: Diagnosis:9ccs137:Mouth dx:1.000 Number of Visits:0.135 Diagnosis:9ccs7:Viral infect:0.127 Diagnosis:9ccs92:Otitis media:0.103 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.094 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.089 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.088 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.083 Diagnosis:9ccs197:Skin infectn:0.083 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.082 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 63 | OR_unadj: 1.888 [0.508 7.022] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:1.000 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.331 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.289 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.257 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.218 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.206 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.193 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.191 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.149 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.138 Maternal Maternal Procedure History:90656-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 68 | OR_unadj: nan [ nan nan] | indivs AUC:0.511 Correlated most with: Maternal Maternal Procedure History:90656-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.268 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.235 Maternal Maternal Procedure History:97001-postPregnancy:0.233 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.197 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.165 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.152 Maternal Diagnosis:9ccs6:Hepatitis:0.146 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.146 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.145 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 45 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.511 Correlated most with: Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.559 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.547 Maternal Maternal Lab History: UIBC-postPregnancy:0.354 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:-0.289 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:-0.276 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.273 Diagnosis:9ccs238:Complic proc:0.271 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:-0.217 Maternal Maternal Lab History: FERRITIN-postPregnancy:-0.196 Maternal Maternal Procedure History:J7300-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.508 Correlated most with: Maternal Maternal Procedure History:J7300-postPregnancy:1.000 Maternal Maternal Procedure History:58300-postPregnancy:0.859 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.258 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.168 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.154 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.153 Diagnosis:9ccs234:Crush injury:0.113 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.101 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:-0.098 Maternal Diagnosis:9ccs259:Unclassified:0.097 Diagnosis:9ccs2603:E Codes: Fall | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 1.006 [0.385 2.630] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs2603:E Codes: Fall:1.000 Diagnosis:10ccs58:Ot nutrit dx:0.756 Newborn Diagnosis:9ccs95:Oth nerv dx:0.150 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.140 Maternal Maternal Lab History: FASTING-postPregnancy:0.113 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.112 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.107 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:-0.107 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.104 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:-0.101 Maternal Maternal Lab History: FREE T3-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.513 Correlated most with: Maternal Maternal Lab History: FREE T3-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.666 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.577 Maternal Maternal Lab History: FREE T-4-otherPregnancy:0.327 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.293 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.280 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.258 Maternal Maternal Lab History: LDL-otherPregnancy:-0.221 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.219 Maternal Diagnosis:9ccs48:Thyroid dsor:-0.217 Maternal Maternal Lab History: FREE T-4-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: FREE T-4-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.250 Maternal Maternal Lab History: URIC ACID-postPregnancy:-0.203 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.193 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:-0.190 Maternal Maternal Procedure History:97014-postPregnancy:0.180 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.171 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.169 Maternal Maternal Lab History: FREE T3-postPregnancy:0.155 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.155 Maternal Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs163:Other GU dx:1.000 Maternal Maternal Lab History: SODIUM-otherPregnancy:-0.115 Maternal Diagnosis:9ccs196:Nml preg/del:-0.109 Newborn Diagnosis:9ccs96:Hrt valve dx:0.104 Diagnosis:9ccs140:Gastritis:0.104 Diagnosis:9ccs167:Breast dx:0.104 Diagnosis:9ccs213:Cardiac anom:0.102 Newborn Diagnosis:9ccs213:Cardiac anom:0.097 Diagnosis:10ccs58:Ot nutrit dx:0.088 Diagnosis:9ccs211:Ot conn tiss:0.085 Maternal Maternal Procedure History:86703-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.489 Correlated most with: Maternal Maternal Procedure History:86703-postPregnancy:1.000 Maternal Maternal Procedure History:99401-postPregnancy:0.481 Maternal Maternal Procedure History:86703-otherPregnancy:0.446 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.322 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.308 Maternal Maternal Lab History: A/G-otherPregnancy:-0.305 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.304 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.273 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.270 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.254 Maternal Maternal Lab History: POLYS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 88 | OR_unadj: 0.504 [0.180 1.416] | indivs AUC:0.514 Correlated most with: Maternal Maternal Lab History: POLYS-otherPregnancy:1.000 Maternal Maternal Lab History: MONOS-otherPregnancy:-0.542 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.392 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.281 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.275 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.269 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.263 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.257 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.250 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.249 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.573 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.517 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.442 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.384 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.380 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.326 Maternal Maternal Lab History: INHMOM-postPregnancy:0.322 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.254 Diagnosis:9ccs147:Anal/rectal:0.244 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: 2.012 [0.786 5.152] | indivs AUC:0.495 Correlated most with: Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:1.000 Maternal Maternal Lab History: RDW-otherPregnancy:0.244 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:0.228 Maternal Maternal Lab History: MCH-otherPregnancy:-0.219 Maternal Maternal Procedure History:96372-otherPregnancy:0.212 Maternal Maternal Lab History: MCV-otherPregnancy:-0.207 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.199 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.193 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.181 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:0.161 Maternal Maternal Procedure History:58300-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 90 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.515 Correlated most with: Maternal Maternal Procedure History:58300-postPregnancy:1.000 Maternal Maternal Procedure History:J7300-postPregnancy:0.859 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.227 Diagnosis:9ccs2:Septicemia:0.191 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.148 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.140 Diagnosis:9ccs240:Burns:0.135 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.133 Diagnosis:9ccs234:Crush injury:0.098 Maternal Vital: HR-postPregnancy:0.098 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 43 | OR_unadj: 1.413 [0.396 5.043] | indivs AUC:0.511 Correlated most with: Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.432 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.341 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.293 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.274 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.266 Maternal Maternal Procedure History:90658-postPregnancy:0.210 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.197 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.192 Maternal Diagnosis:9ccs159:UTI:0.189 Maternal Maternal Lab History: URINE KETONES-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 58 | OR_unadj: nan [ nan nan] | indivs AUC:0.480 Correlated most with: Maternal Maternal Lab History: URINE KETONES-otherPregnancy:1.000 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.368 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.332 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.265 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.218 Maternal Maternal Lab History: PTT-otherPregnancy:0.189 Maternal Maternal Lab History: MPV-otherPregnancy:0.167 Diagnosis:9ccs64:Ot hematl dx:0.166 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.164 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.161 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 112 | OR_unadj: 0.586 [0.208 1.658] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:1.000 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.263 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.262 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.216 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.176 Maternal Maternal Lab History: BUN-otherPregnancy:0.147 Maternal Maternal Lab History: PH-otherPregnancy:0.139 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.138 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.136 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.135 Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 0.732 [0.218 2.455] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs219:Low birth wt:1.000 Maternal Diagnosis:9ccs184:Early labor:0.435 Newborn Diagnosis:9ccs219:Low birth wt:0.413 Newborn Diagnosis:9ccs256:Exam/eval:0.187 Maternal Maternal Procedure History:97001-postPregnancy:0.125 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.123 Newborn Diagnosis:9ccs222:Perint jaund:0.119 Diagnosis:9ccs224:Ot perint dx:0.110 Diagnosis:9ccs140:Gastritis:0.095 Diagnosis:9ccs143:Abdom hernia:0.093 Maternal Maternal Lab History: ANION GAP-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 82 | OR_unadj: 1.075 [0.499 2.318] | indivs AUC:0.505 Correlated most with: Maternal Maternal Lab History: ANION GAP-postPregnancy:1.000 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.357 Maternal Maternal Lab History: T-3(Total)-postPregnancy:0.208 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:-0.193 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.191 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:-0.189 Maternal Vital: PL-otherPregnancy:0.172 Maternal Maternal Procedure History:86580-postPregnancy:0.172 Maternal Maternal Procedure History:S9470-otherPregnancy:0.165 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.143 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 78 | OR_unadj: 1.280 [0.557 2.938] | indivs AUC:0.507 Correlated most with: Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:1.000 Maternal Maternal Procedure History:J1055-postPregnancy:0.319 Maternal Maternal Procedure History:90772-postPregnancy:0.253 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.230 Maternal Maternal Lab History: PH-postPregnancy:-0.208 Maternal Maternal Lab History: A/G-postPregnancy:0.197 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.184 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.183 Maternal Maternal Procedure History:36416-postPregnancy:0.164 Maternal Maternal Procedure History:81025-postPregnancy:0.155 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: nan [ nan nan] | indivs AUC:0.473 Correlated most with: Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.460 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.192 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.160 Maternal Vital: RR-postPregnancy:-0.154 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.147 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:-0.129 Maternal Maternal Procedure History:99211-otherPregnancy:-0.121 Maternal Maternal Lab History: A/G-postPregnancy:-0.116 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.107 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 45 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.516 Correlated most with: Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.548 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.464 Maternal Maternal Lab History: FREE T3-postPregnancy:0.280 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.240 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.240 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.228 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.227 Diagnosis:9ccs123:Influenza:0.205 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:-0.193 Maternal Vital: RR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 2.374 [0.829 6.796] | indivs AUC:0.495 Correlated most with: Maternal Vital: RR-postPregnancy:1.000 Maternal Vital: SpO2-postPregnancy:-0.361 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.344 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.302 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.256 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.255 Maternal Maternal Lab History: LDL-postPregnancy:0.223 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.210 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.207 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.204 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 41 | OR_unadj: 0.431 [0.056 3.310] | indivs AUC:0.507 Correlated most with: Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.498 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.250 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:0.231 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.223 Newborn Diagnosis:9ccs95:Oth nerv dx:0.162 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.159 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.158 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.141 Diagnosis:9ccs140:Gastritis:0.138 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 66 | OR_unadj: 0.294 [0.039 2.204] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.236 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.227 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.224 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.197 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.192 Newborn Diagnosis:9ccs221:Resp distres:0.172 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.167 Maternal Maternal Procedure History:86580-postPregnancy:0.157 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.155 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 45 | OR_unadj: 3.254 [0.946 11.197] | indivs AUC:0.516 Correlated most with: Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:1.000 Maternal Maternal Lab History: POLYS-postPregnancy:-0.210 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.209 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.209 Maternal Maternal Procedure History:97112-postPregnancy:0.195 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.166 Maternal Vital: Wt-otherPregnancy:0.166 Maternal Vital: Wt-postPregnancy:0.163 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.160 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.158 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.335 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.307 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.244 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.198 Maternal Maternal Procedure History:81025-otherPregnancy:0.184 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.178 Maternal Maternal Procedure History:81000-postPregnancy:0.173 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.169 Newborn Diagnosis:9ccs253:Allergy:0.169 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 61 | OR_unadj: 1.418 [0.574 3.504] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.283 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.270 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.242 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.203 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.197 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.196 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.186 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.182 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.181 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 61 | OR_unadj: 0.384 [0.091 1.618] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:1.000 Maternal Maternal Lab History: NT MoM-postPregnancy:0.881 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.507 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.286 Maternal Maternal Lab History: APF MoM-postPregnancy:0.186 Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.181 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.139 Diagnosis:9ccs47:Ot bnign neo:-0.115 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:-0.115 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.112 Maternal Maternal Lab History: ANION GAP-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 96 | OR_unadj: 0.416 [0.128 1.354] | indivs AUC:0.468 Correlated most with: Maternal Maternal Lab History: ANION GAP-otherPregnancy:1.000 Maternal Maternal Lab History: ANION GAP-postPregnancy:0.357 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.253 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:-0.226 Maternal Vital: PL-otherPregnancy:0.192 Maternal Maternal Lab History: SODIUM-otherPregnancy:0.173 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.171 Maternal Vital: HR-otherPregnancy:0.160 Maternal Maternal Procedure History:S9470-otherPregnancy:0.157 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.154 Maternal Vital: BMI Percentile-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 1.691 [0.759 3.764] | indivs AUC:0.529 Correlated most with: Maternal Vital: BMI Percentile-postPregnancy:1.000 Maternal Vital: Wt Percentile-postPregnancy:0.578 Maternal Vital: BMI Percentile-otherPregnancy:0.571 Maternal Vital: Wt-postPregnancy:0.207 Maternal Vital: Wt-otherPregnancy:0.171 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.136 Maternal Maternal Procedure History:90472-postPregnancy:0.134 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.126 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.121 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.121 Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.994 [0.289 3.416] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs223:Birth trauma:1.000 Newborn Diagnosis:9ccs223:Birth trauma:0.196 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.193 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.172 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.171 Maternal Maternal Lab History: TP PERIOD-postPregnancy:0.151 Maternal Maternal Procedure History:S9470-postPregnancy:0.149 Maternal Diagnosis:9ccs188:Pelvic obstr:0.148 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.146 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:0.145 Maternal Maternal Lab History: APF MoM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 1.415 [0.469 4.266] | indivs AUC:0.514 Correlated most with: Maternal Maternal Lab History: APF MoM-postPregnancy:1.000 Maternal Maternal Lab History: INHMOM-postPregnancy:0.367 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.286 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.230 Maternal Vital: Ht Percentile-postPregnancy:0.214 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.186 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:0.180 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.165 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.163 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.146 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 0.294 [0.039 2.204] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:1.000 Maternal Maternal Procedure History:S9470-postPregnancy:0.351 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.263 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.174 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.173 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.173 Maternal Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:-0.164 Maternal Maternal Lab History: RDW-postPregnancy:0.150 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.148 Maternal Maternal Lab History: PH-postPregnancy:-0.136 Maternal Diagnosis:9ccs61:Sickle cell | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 2.838 [0.705 11.421] | indivs AUC:0.518 Correlated most with: Maternal Diagnosis:9ccs61:Sickle cell:1.000 Diagnosis:9ccs61:Sickle cell:0.218 Maternal Maternal Procedure History:90746-postPregnancy:0.217 Maternal Maternal Procedure History:86580-postPregnancy:0.177 Maternal Vital: SpO2-postPregnancy:0.122 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.120 Maternal Diagnosis:9ccs181:Ot preg comp:0.115 Maternal Vital: RR-postPregnancy:-0.109 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.089 Diagnosis:9ccs259:Unclassified:0.078 Maternal Maternal Procedure History:96372-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 43 | OR_unadj: 1.209 [0.345 4.239] | indivs AUC:0.513 Correlated most with: Maternal Maternal Procedure History:96372-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.192 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.167 Diagnosis:9ccs175:Ot femal gen:0.141 Diagnosis:9ccs240:Burns:0.108 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.108 Maternal Maternal Lab History: RBC-postPregnancy:0.108 Maternal Maternal Procedure History:90649-postPregnancy:-0.097 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.095 Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.092 Maternal Maternal Lab History: MONOS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 88 | OR_unadj: 0.864 [0.299 2.498] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: MONOS-otherPregnancy:1.000 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.542 Maternal Maternal Lab History: MONOS-postPregnancy:0.269 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.206 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.191 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:-0.176 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.172 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.165 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.154 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.147 Diagnosis:9ccs8:Oth infectns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.599 [0.181 1.985] | indivs AUC:0.518 Correlated most with: Diagnosis:9ccs8:Oth infectns:1.000 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.124 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.114 Maternal Maternal Lab History: eGFR-postPregnancy:0.114 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.113 Maternal Maternal Lab History: UIBC-postPregnancy:0.105 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.096 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.095 Maternal Maternal Lab History: HCG-otherPregnancy:0.088 Maternal Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:0.087 Maternal Maternal Lab History: GLOBULIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 68 | OR_unadj: 1.025 [0.425 2.471] | indivs AUC:0.507 Correlated most with: Maternal Maternal Lab History: GLOBULIN-postPregnancy:1.000 Maternal Maternal Lab History: A/G-postPregnancy:-0.864 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.326 Maternal Maternal Lab History: A/G-otherPregnancy:-0.264 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.224 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.192 Diagnosis:9ccs76:Meningitis:0.188 Maternal Maternal Procedure History:86703-postPregnancy:0.188 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.187 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.184 Diagnosis:9ccs243:Poisn nonmed | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs243:Poisn nonmed:1.000 Lab:292495 LEAD LEVEL - Sunrise:-0.414 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.213 Maternal Maternal Lab History: TP PERIOD-postPregnancy:0.213 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:0.205 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.137 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:0.119 Diagnosis:9ccs242:Poisn ot med:0.115 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.114 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:0.114 Maternal Vital: PL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 71 | OR_unadj: 0.773 [0.270 2.219] | indivs AUC:0.502 Correlated most with: Maternal Vital: PL-otherPregnancy:1.000 Maternal Vital: HR-otherPregnancy:0.246 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.211 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.197 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.192 Diagnosis:9ccs175:Ot femal gen:-0.188 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.188 Maternal Maternal Procedure History:81000-otherPregnancy:0.174 Maternal Maternal Lab History: ANION GAP-postPregnancy:0.172 Lab:323825 STREP SCREEN THROAT - Sunrise:0.165 Maternal Maternal Lab History: AST (SGOT)-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 0.623 [0.144 2.701] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: AST (SGOT)-postPregnancy:1.000 Maternal Maternal Lab History: VLDL-postPregnancy:0.302 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.254 Maternal Maternal Lab History: ALT-postPregnancy:0.245 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.240 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.227 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.217 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.212 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.208 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.178 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 46 | OR_unadj: 2.591 [0.893 7.522] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:1.000 Maternal Maternal Lab History: RUBELLA-otherPregnancy:0.205 Maternal Maternal Lab History: PT-otherPregnancy:0.181 Maternal Maternal Lab History: PTT-otherPregnancy:0.173 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:0.171 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.171 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.166 Maternal Maternal Procedure History:86580-otherPregnancy:0.144 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.144 Maternal Maternal Lab History: INR-otherPregnancy:0.139 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 61 | OR_unadj: 1.492 [0.552 4.032] | indivs AUC:0.519 Correlated most with: Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:1.000 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.415 Maternal Vital: Ht Percentile-otherPregnancy:0.341 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.315 Maternal Vital: Wt-postPregnancy:0.311 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.300 Maternal Vital: Wt-otherPregnancy:0.300 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.286 Maternal Maternal Lab History: INHMOM-postPregnancy:0.261 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.259 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.958 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.849 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.539 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.528 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.357 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.318 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.315 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.311 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.304 Maternal Maternal Lab History: INHMOM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 1.331 [0.444 3.987] | indivs AUC:0.521 Correlated most with: Maternal Maternal Lab History: INHMOM-postPregnancy:1.000 Maternal Maternal Lab History: APF MoM-postPregnancy:0.367 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.322 Maternal Maternal Lab History: HCG-postPregnancy:0.271 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.268 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.261 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.224 Maternal Maternal Lab History: PAPP-A-postPregnancy:0.217 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.209 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.175 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.314 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.307 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.291 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.250 Maternal Maternal Lab History: BUN-postPregnancy:0.236 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.205 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.192 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.190 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.182 Diagnosis:9ccs251:Abdomnl pain | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.467 [0.060 3.610] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:1.000 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.254 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.241 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.216 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.192 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.184 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.144 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.142 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.134 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.120 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 34 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.290 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.281 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.233 Maternal Maternal Procedure History:J1055-postPregnancy:-0.197 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.196 Maternal Maternal Lab History: FERRITIN-postPregnancy:-0.178 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.177 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.167 Maternal Maternal Procedure History:90772-postPregnancy:-0.156 Maternal Maternal Lab History: PAPP-A-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 61 | OR_unadj: 1.177 [0.445 3.114] | indivs AUC:0.512 Correlated most with: Maternal Maternal Lab History: PAPP-A-postPregnancy:1.000 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.284 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.272 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.271 Maternal Maternal Lab History: NT MoM-postPregnancy:-0.266 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.237 Maternal Maternal Lab History: INHMOM-postPregnancy:0.217 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.185 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.181 Diagnosis:9ccs205:Back problem:0.158 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:1.000 Maternal Maternal Procedure History:87880-postPregnancy:0.457 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.448 Maternal Maternal Lab History: PTT-postPregnancy:0.229 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.171 Diagnosis:9ccs123:Influenza:0.162 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.156 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:-0.137 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.122 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.119 Maternal Maternal Procedure History:J1055-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.484 Correlated most with: Maternal Maternal Procedure History:J1055-postPregnancy:1.000 Maternal Maternal Procedure History:90772-postPregnancy:0.767 Maternal Maternal Procedure History:90746-postPregnancy:-0.363 Maternal Maternal Procedure History:81025-postPregnancy:0.361 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.319 Maternal Maternal Lab History: PH-postPregnancy:-0.224 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.212 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.204 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:-0.197 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:-0.154 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.910 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.849 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.567 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.411 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.362 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.342 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.326 Newborn Diagnosis:9ccs200:Oth skin dx:0.296 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.277 Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.209 [0.345 4.239] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:1.000 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.228 Diagnosis:9ccs48:Thyroid dsor:0.193 Maternal Vital: Ht Percentile-otherPregnancy:0.190 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.158 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.130 Diagnosis:9ccs113:Late eff CVD:0.113 Maternal Diagnosis:9ccs69:Affective dx:0.104 Maternal Diagnosis:9ccs91:Other eye dx:0.104 Diagnosis:9ccs238:Complic proc:0.104 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 0.446 [0.105 1.896] | indivs AUC:0.490 Correlated most with: Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:1.000 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.507 Maternal Maternal Lab History: APF MoM-postPregnancy:0.286 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.233 Maternal Maternal Lab History: INHMOM-postPregnancy:0.224 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.156 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.149 Maternal Maternal Lab History: NT MoM-postPregnancy:0.148 Maternal Vital: Ht Percentile-otherPregnancy:-0.143 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.143 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.664 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.573 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.567 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.528 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.506 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.500 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.464 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.429 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.412 Maternal Maternal Lab History: PH-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 0.294 [0.039 2.204] | indivs AUC:0.480 Correlated most with: Maternal Maternal Lab History: PH-postPregnancy:1.000 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.319 Maternal Maternal Procedure History:J1055-postPregnancy:-0.224 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:-0.208 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.199 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.184 Maternal Maternal Procedure History:97140-postPregnancy:0.179 Maternal Vital: Ht Percentile-otherPregnancy:0.179 Maternal Maternal Procedure History:90772-postPregnancy:-0.174 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.173 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.958 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.910 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.664 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.491 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.384 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.371 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.327 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.309 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.288 Diagnosis:9ccs51:Ot endo dsor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs51:Ot endo dsor:1.000 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.262 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.260 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.213 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.208 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.205 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.192 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.186 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.172 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.159 Maternal Maternal Lab History: NT MoM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 60 | OR_unadj: 0.701 [0.209 2.344] | indivs AUC:0.512 Correlated most with: Maternal Maternal Lab History: NT MoM-postPregnancy:1.000 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.881 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.447 Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.266 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.148 Maternal Vital: Ht Percentile-otherPregnancy:0.138 Maternal Maternal Lab History: HCG-postPregnancy:0.136 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.124 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:-0.124 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.119 Maternal Maternal Lab History: A/G-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 68 | OR_unadj: 0.522 [0.159 1.719] | indivs AUC:0.493 Correlated most with: Maternal Maternal Lab History: A/G-postPregnancy:1.000 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.864 Maternal Maternal Lab History: A/G-otherPregnancy:0.324 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.258 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.235 Maternal Maternal Lab History: URIC ACID-otherPregnancy:-0.234 Diagnosis:9ccs76:Meningitis:-0.229 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.224 Maternal Maternal Procedure History:86703-postPregnancy:-0.220 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.197 Maternal Diagnosis:9ccs196:Nml preg/del | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1685 | OR_unadj: 0.589 [0.161 2.155] | indivs AUC:0.494 Correlated most with: Maternal Diagnosis:9ccs196:Nml preg/del:1.000 Maternal Diagnosis:9ccs91:Other eye dx:-0.494 Maternal Diagnosis:9ccs138:Esophgeal dx:-0.120 Maternal Diagnosis:9ccs163:Other GU dx:-0.109 Maternal Diagnosis:9ccs98:HTN:-0.109 Diagnosis:9ccs168:PID:-0.093 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.092 Maternal Diagnosis:9ccs84:Headache/mig:-0.087 Newborn Diagnosis:9ccs253:Allergy:-0.082 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:-0.074 Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs3:Oth bact inf:1.000 Maternal Maternal Lab History: eGFR-postPregnancy:-0.109 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:0.107 Maternal Maternal Lab History: RUBELLA-otherPregnancy:0.106 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.097 Number of Visits:0.094 Maternal Maternal Procedure History:99401-otherPregnancy:0.090 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.088 Maternal Vital: SpO2-postPregnancy:-0.088 Maternal Maternal Lab History: MUMPS IGG-postPregnancy:-0.087 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 0.938 [0.209 4.218] | indivs AUC:0.526 Correlated most with: Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:1.000 Maternal Maternal Lab History: NT MoM-postPregnancy:0.447 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.286 Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.271 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.221 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.217 Maternal Vital: Ht Percentile-otherPregnancy:0.200 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.200 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:-0.167 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:-0.151 * Maternal Maternal Lab History: GLUCOSE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 71 | OR_unadj: 3.090 [1.221 7.822] | indivs AUC:0.533 Correlated most with: Maternal Maternal Lab History: GLUCOSE-postPregnancy:1.000 Maternal Maternal Procedure History:97014-postPregnancy:0.376 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.258 Maternal Maternal Procedure History:97110-postPregnancy:0.240 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.233 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.212 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.206 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.197 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.189 Maternal Maternal Procedure History:90472-postPregnancy:-0.187 Maternal Maternal Procedure History:S9470-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 61 | OR_unadj: nan [ nan nan] | indivs AUC:0.514 Correlated most with: Maternal Maternal Procedure History:S9470-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.324 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.239 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.234 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.194 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.177 Maternal Maternal Lab History: ANION GAP-postPregnancy:0.165 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.162 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.159 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.157 Maternal Maternal Lab History: PTT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 2.065 [0.652 6.536] | indivs AUC:0.491 Correlated most with: Maternal Maternal Lab History: PTT-postPregnancy:1.000 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.319 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.315 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.288 Maternal Maternal Procedure History:97140-postPregnancy:-0.275 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.271 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.265 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.265 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.256 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.254 Maternal Maternal Lab History: VLDL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 66 | OR_unadj: 2.139 [0.829 5.519] | indivs AUC:0.528 Correlated most with: Maternal Maternal Lab History: VLDL-postPregnancy:1.000 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.763 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.512 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.383 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.336 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.302 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.270 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.240 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.226 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.200 Lab:292495 LEAD LEVEL - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.502 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:1.000 Diagnosis:9ccs243:Poisn nonmed:-0.414 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.180 Maternal Maternal Lab History: TP PERIOD-postPregnancy:-0.180 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:-0.173 Maternal Vital: Wt Change-otherPregnancy:0.129 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:-0.116 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:0.112 Diagnosis:9ccs204:Ot joint dx:0.103 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:-0.100 Maternal Maternal Lab History: INR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 32 | OR_unadj: 0.938 [0.209 4.218] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: INR-postPregnancy:1.000 Maternal Maternal Lab History: PT-postPregnancy:0.659 Maternal Maternal Lab History: PO2-postPregnancy:-0.351 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.334 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.321 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.295 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.269 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.268 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.266 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.263 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.539 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.517 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.491 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.412 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.327 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.318 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.296 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.295 Maternal Maternal Lab History: UIBC-postPregnancy:-0.274 Newborn Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.511 Correlated most with: Newborn Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.280 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.235 Diagnosis:9ccs96:Hrt valve dx:0.220 Newborn Diagnosis:9ccs224:Ot perint dx:0.129 Maternal Diagnosis:9ccs172:Ovarian cyst:0.115 Diagnosis:9ccs211:Ot conn tiss:0.111 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.108 Maternal Diagnosis:9ccs163:Other GU dx:0.104 Maternal Vital: RR-postPregnancy:-0.094 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.411 [0.298 6.685] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.468 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.225 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.225 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.215 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.207 Maternal Maternal Lab History: BUN-postPregnancy:0.192 Diagnosis:9ccs51:Ot endo dsor:0.192 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.169 Maternal Maternal Procedure History:90656-postPregnancy:0.165 Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs47:Ot bnign neo:1.000 Diagnosis:9ccs217:Ot cong anom:0.154 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.143 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.115 Diagnosis:9ccs123:Influenza:0.115 Maternal Maternal Lab History: NT MoM-postPregnancy:-0.114 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.108 Maternal Maternal Procedure History:87880-postPregnancy:0.107 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.104 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.104 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.585 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.251 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.169 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.167 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.153 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:-0.148 Maternal Maternal Procedure History:81000-postPregnancy:0.142 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.142 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.141 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 34 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.384 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.267 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.185 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.177 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.170 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.137 Maternal Maternal Lab History: Varicella IgG-postPregnancy:0.128 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.125 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.123 Maternal Maternal Procedure History:90649-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 0.467 [0.060 3.610] | indivs AUC:0.486 Correlated most with: Maternal Maternal Procedure History:90649-postPregnancy:1.000 Maternal Maternal Procedure History:90471-postPregnancy:0.530 Maternal Maternal Procedure History:90472-postPregnancy:0.233 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.171 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.161 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.161 Maternal Maternal Lab History: MUMPS IGG-postPregnancy:-0.159 Maternal Maternal Lab History: UIBC-postPregnancy:0.153 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.151 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.148 Maternal Maternal Lab History: PROLACTIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: PROLACTIN-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.362 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.331 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.327 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.315 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.242 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.210 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.202 Newborn Diagnosis:9ccs200:Oth skin dx:0.175 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.163 Diagnosis:9ccs154:Gastroent | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: nan [ nan nan] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs154:Gastroent:1.000 Diagnosis:9ccs153:GI hemorrhag:0.188 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.164 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.161 Maternal Maternal Lab History: A/G-postPregnancy:0.113 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.110 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.107 Diagnosis:9ccs155:Other GI dx:0.099 Maternal Diagnosis:9ccs49:DiabMel no c:0.093 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.086 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 45 | OR_unadj: 0.803 [0.181 3.555] | indivs AUC:0.507 Correlated most with: Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:1.000 Maternal Maternal Procedure History:90470-postPregnancy:0.502 Maternal Maternal Procedure History:90663-postPregnancy:0.502 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.281 Maternal Maternal Lab History: ALT-postPregnancy:0.241 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.220 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.217 Maternal Maternal Lab History: AMYLASE-postPregnancy:0.182 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.154 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.153 Maternal Maternal Lab History: LDH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 2.838 [0.705 11.421] | indivs AUC:0.491 Correlated most with: Maternal Maternal Lab History: LDH-otherPregnancy:1.000 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.528 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.220 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.218 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.214 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.189 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.162 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.160 Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:-0.155 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.153 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.474 Correlated most with: Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:1.000 Maternal Maternal Lab History: A/G-otherPregnancy:-0.300 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.272 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.264 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.257 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.250 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.241 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.236 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.227 Maternal Maternal Lab History: A/G-postPregnancy:-0.224 Diagnosis:9ccs258:Other screen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.384 [0.091 1.618] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs258:Other screen:1.000 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.152 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.152 Diagnosis:9ccs136:Teeth dx:0.143 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.142 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.120 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.111 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.103 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.097 Diagnosis:9ccs239:Superfic inj:0.096 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:1.000 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:-0.214 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.189 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.185 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.137 Maternal Maternal Procedure History:90472-postPregnancy:-0.136 Maternal Maternal Lab History: A/G-otherPregnancy:0.135 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.127 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.126 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:-0.120 Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.803 [0.181 3.555] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs215:gu cong anom:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.245 Maternal Diagnosis:9ccs46:Bnign ut neo:0.171 Newborn Diagnosis:9ccs253:Allergy:0.152 Diagnosis:9ccs163:Other GU dx:0.137 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.107 Maternal Diagnosis:9ccs5:HIV infectn:0.097 Diagnosis:9ccs2:Septicemia:0.097 Maternal Diagnosis:9ccs238:Complic proc:0.097 Diagnosis:9ccs143:Abdom hernia:0.092 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 44 | OR_unadj: 2.139 [0.829 5.519] | indivs AUC:0.523 Correlated most with: Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.335 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.334 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:-0.237 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.174 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.168 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.168 Maternal Maternal Lab History: APF MoM-postPregnancy:0.163 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.155 Maternal Maternal Procedure History:36415-postPregnancy:0.152 Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.773 [0.270 2.219] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs89:Blindness:1.000 Diagnosis:9ccs91:Other eye dx:0.284 Diagnosis:9ccs217:Ot cong anom:0.259 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.160 Diagnosis:9ccs62:Coag/hemr dx:0.150 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.135 Diagnosis:9ccs138:Esophgeal dx:0.117 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.113 Number of Visits:0.101 Diagnosis:9ccs212:Ot bone dx:0.090 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 40 | OR_unadj: nan [ nan nan] | indivs AUC:0.512 Correlated most with: Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:1.000 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.278 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.246 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.221 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.192 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.189 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.179 Maternal Maternal Procedure History:90656-otherPregnancy:-0.156 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.148 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.142 Maternal Maternal Lab History: PT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.024 [0.226 4.649] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: PT-postPregnancy:1.000 Maternal Maternal Lab History: INR-postPregnancy:0.659 Maternal Maternal Lab History: AMYLASE-postPregnancy:-0.332 Maternal Maternal Lab History: LDH-postPregnancy:-0.207 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.205 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.205 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.198 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.187 Maternal Maternal Lab History: URIC ACID-postPregnancy:-0.184 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.180 Maternal Maternal Lab History: HCG-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 0.623 [0.144 2.701] | indivs AUC:0.503 Correlated most with: Maternal Maternal Lab History: HCG-postPregnancy:1.000 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.360 Maternal Maternal Lab History: INHMOM-postPregnancy:0.271 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:-0.195 Maternal Maternal Lab History: PAPP-A-otherPregnancy:-0.138 Maternal Maternal Lab History: NT MoM-postPregnancy:0.136 Maternal Maternal Lab History: UIBC-postPregnancy:-0.135 Maternal Maternal Procedure History:90649-postPregnancy:-0.132 Diagnosis:9ccs167:Breast dx:0.127 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.121 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 42 | OR_unadj: 1.209 [0.345 4.239] | indivs AUC:0.491 Correlated most with: Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.464 Maternal Maternal Procedure History:S9470-postPregnancy:0.393 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.337 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.319 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.271 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.259 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:-0.247 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.232 Maternal Vital: Wt Percentile-otherPregnancy:0.230 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 39 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.493 Correlated most with: Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.408 Maternal Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.258 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.236 Maternal Maternal Lab History: PT-otherPregnancy:-0.225 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.215 Maternal Maternal Procedure History:J1055-postPregnancy:0.204 Maternal Maternal Procedure History:90772-postPregnancy:0.156 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.151 Maternal Diagnosis:9ccs168:PID:0.132 Diagnosis:9ccs76:Meningitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.938 [0.209 4.218] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs76:Meningitis:1.000 Maternal Maternal Lab History: A/G-otherPregnancy:-0.318 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.242 Maternal Maternal Lab History: A/G-postPregnancy:-0.229 Lab:323825 STREP SCREEN THROAT - Sunrise:0.208 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.191 Maternal Maternal Lab History: GLOBULIN-postPregnancy:0.188 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.181 Maternal Maternal Procedure History:86703-postPregnancy:0.175 Maternal Maternal Procedure History:97001-postPregnancy:0.170 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 43 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:1.000 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.317 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.244 Maternal Maternal Lab History: LDH-otherPregnancy:0.220 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.141 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.131 Diagnosis:9ccs55:Fluid/elc dx:0.128 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.128 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.123 Maternal Maternal Lab History: LDL-otherPregnancy:0.122 Diagnosis:9ccs124:Tonsillitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.832 [0.289 2.398] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs124:Tonsillitis:1.000 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.143 Maternal Vital: Wt Percentile-otherPregnancy:0.142 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.135 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.132 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.123 Lab:292495 LEAD LEVEL - Sunrise:-0.097 Diagnosis:9ccs127:COPD:0.097 Diagnosis:9ccs92:Otitis media:0.094 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.084 Maternal Vital: BMI Percentile-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 0.938 [0.209 4.218] | indivs AUC:0.505 Correlated most with: Maternal Vital: BMI Percentile-otherPregnancy:1.000 Maternal Vital: BMI Percentile-postPregnancy:0.571 Maternal Vital: Wt Percentile-otherPregnancy:0.279 Maternal Vital: Wt Percentile-postPregnancy:0.248 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.233 Maternal Vital: Wt-otherPregnancy:0.226 Maternal Vital: Ht Percentile-otherPregnancy:0.196 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.156 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.146 Maternal Maternal Procedure History:81000-otherPregnancy:0.143 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:-0.517 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.491 Maternal Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:-0.333 Diagnosis:9ccs214:GI cong anom:0.264 Maternal Diagnosis:9ccs188:Pelvic obstr:0.165 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.128 Maternal Maternal Procedure History:86580-otherPregnancy:0.122 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.115 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.105 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.448 Maternal Maternal Lab History: PTT-postPregnancy:0.315 Newborn Diagnosis:9ccs95:Oth nerv dx:0.228 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.223 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.188 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.180 Maternal Maternal Lab History: PT-postPregnancy:0.137 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.120 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:-0.112 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.562 [0.072 4.406] | indivs AUC:0.505 Correlated most with: Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.585 Maternal Vital: Wt Percentile-otherPregnancy:0.365 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.345 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.325 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.309 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.240 Maternal Maternal Procedure History:81000-otherPregnancy:0.215 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.186 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.181 Vital: HC Percentile-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs238:Complic proc:-0.304 Maternal Maternal Lab History: eGFR-postPregnancy:-0.156 Diagnosis:9ccs3:Oth bact inf:0.144 Maternal Vital: SpO2-postPregnancy:-0.135 Maternal Maternal Lab History: MUMPS IGG-postPregnancy:-0.124 Maternal Diagnosis:9ccs49:DiabMel no c:-0.121 Diagnosis:9ccs95:Oth nerv dx:-0.106 Diagnosis:9ccs143:Abdom hernia:-0.099 Diagnosis:9ccs204:Ot joint dx:-0.091 Diagnosis:9ccs242:Poisn ot med:-0.091 Newborn Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs215:gu cong anom:1.000 Diagnosis:9ccs161:Ot dx kidney:0.400 Diagnosis:9ccs215:gu cong anom:0.245 Diagnosis:9ccs2:Septicemia:0.132 Newborn Diagnosis:9ccs200:Oth skin dx:0.122 Maternal Diagnosis:9ccs46:Bnign ut neo:0.113 Diagnosis:9ccs141:Ot dx stomch:0.100 Maternal Maternal Lab History: MPV-postPregnancy:0.069 Diagnosis:9ccs223:Birth trauma:0.067 Diagnosis:9ccs234:Crush injury:0.058 Diagnosis:9ccs123:Influenza | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs123:Influenza:1.000 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.205 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.191 Maternal Maternal Procedure History:87880-postPregnancy:0.167 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.162 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.161 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.133 Number of Visits:0.125 Diagnosis:9ccs47:Ot bnign neo:0.115 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.099 * Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 17.087 [1.770 164.921] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:1.000 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.689 Maternal Diagnosis:9ccs98:HTN:0.229 Maternal Diagnosis:9ccs149:Biliary dx:0.217 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.181 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:-0.175 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.172 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.165 Maternal Maternal Lab History: TP PERIOD-postPregnancy:-0.147 Maternal Diagnosis:9ccs188:Pelvic obstr:0.124 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 38 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.346 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.305 Maternal Maternal Lab History: ANION GAP-otherPregnancy:-0.226 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.208 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.199 Maternal Vital: BMI-postPregnancy:0.195 Maternal Maternal Lab History: ANION GAP-postPregnancy:-0.189 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.188 Maternal Vital: Ht Percentile-otherPregnancy:-0.188 Diagnosis:9ccs2:Septicemia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2:Septicemia:1.000 Maternal Maternal Procedure History:58300-postPregnancy:0.191 Maternal Maternal Lab History: FASTING-postPregnancy:-0.169 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.164 Newborn Diagnosis:9ccs215:gu cong anom:0.132 Maternal Maternal Lab History: AFP-postPregnancy:0.126 Diagnosis:9ccs240:Burns:0.113 Diagnosis:9ccs215:gu cong anom:0.097 Diagnosis:9ccs83:Epilepsy/cnv:0.094 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.086 Maternal Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs159:UTI:1.000 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.242 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.204 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.189 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.185 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.157 Newborn Diagnosis:9ccs94:Other ear dx:-0.132 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.125 Maternal Diagnosis:9ccs181:Ot preg comp:0.108 Newborn Diagnosis:9ccs253:Allergy:0.107 * Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 5.688 [1.142 28.338] | indivs AUC:0.509 Correlated most with: Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:-0.393 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.385 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.320 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.289 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.225 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.220 Maternal Diagnosis:9ccs98:HTN:0.211 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.194 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.194 Maternal Maternal Lab History: 2 HOUR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 3.408 [0.809 14.349] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: 2 HOUR-postPregnancy:1.000 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.620 Maternal Maternal Procedure History:99211-otherPregnancy:0.514 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.470 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.416 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.365 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.343 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.324 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.216 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.196 Diagnosis:9ccs240:Burns | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs240:Burns:1.000 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.187 Maternal Maternal Procedure History:58300-postPregnancy:0.135 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.125 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.125 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.119 Diagnosis:9ccs127:COPD:0.117 Diagnosis:9ccs2:Septicemia:0.113 Maternal Maternal Procedure History:97112-postPregnancy:0.113 Maternal Vital: Wt Percentile-postPregnancy:-0.110 Maternal Maternal Procedure History:90472-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.511 Correlated most with: Maternal Maternal Procedure History:90472-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.349 Maternal Maternal Procedure History:90649-postPregnancy:0.233 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.195 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.187 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.144 Maternal Maternal Lab History: CHLORIDE-postPregnancy:-0.140 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.139 Maternal Maternal Lab History: VLDL-postPregnancy:0.138 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.136 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:1.000 Maternal Maternal Lab History: MUMPS IGG-postPregnancy:0.353 Maternal Maternal Lab History: TP PERIOD-postPregnancy:0.252 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:0.242 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:-0.240 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.170 Maternal Maternal Lab History: BUN-postPregnancy:-0.149 Maternal Maternal Procedure History:90746-postPregnancy:-0.143 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.139 Maternal Maternal Lab History: FERRITIN-postPregnancy:-0.128 * Vital: HC Percentile-gain13to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 11.346 [1.025 125.601] | indivs AUC:0.507 Correlated most with: Maternal Maternal Procedure History:97014-postPregnancy:-0.371 Maternal Maternal Procedure History:97110-postPregnancy:-0.256 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.191 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.139 Diagnosis:9ccs216:Nerv cong an:-0.110 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.104 Maternal Maternal Procedure History:86703-postPregnancy:-0.103 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.101 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.091 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.089 Diagnosis:9ccs212:Ot bone dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.128 [0.246 5.176] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs212:Ot bone dx:1.000 Diagnosis:9ccs62:Coag/hemr dx:0.125 Diagnosis:9ccs209:Ot acq defor:0.095 Diagnosis:9ccs89:Blindness:0.090 Diagnosis:9ccs51:Ot endo dsor:0.077 Newborn Diagnosis:9ccs96:Hrt valve dx:0.070 Maternal Diagnosis:9ccs176:Contraceptiv:0.067 Newborn Diagnosis:9ccs222:Perint jaund:0.066 Newborn Diagnosis:9ccs213:Cardiac anom:0.065 Newborn Diagnosis:9ccs223:Birth trauma:0.058 Vital: HC Percentile-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:-0.292 Maternal Maternal Procedure History:97014-postPregnancy:-0.111 Diagnosis:9ccs138:Esophgeal dx:-0.108 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.106 Diagnosis:9ccs250:Nausea/vomit:-0.100 Diagnosis:9ccs74:Ot mentl cnd:-0.082 Maternal Maternal Procedure History:97110-postPregnancy:-0.076 Diagnosis:9ccs133:Oth low resp:-0.071 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.069 Newborn Diagnosis:9ccs222:Perint jaund:-0.068 Maternal Maternal Procedure History:96372-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.505 Correlated most with: Maternal Maternal Procedure History:96372-otherPregnancy:1.000 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.459 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.329 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.311 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.261 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.252 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.238 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.233 Maternal Maternal Lab History: RDW-otherPregnancy:0.216 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.212 Diagnosis:9ccs140:Gastritis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs140:Gastritis:1.000 Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.256 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.138 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:0.121 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.108 Maternal Maternal Procedure History:90471-postPregnancy:0.107 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.107 Maternal Diagnosis:9ccs163:Other GU dx:0.104 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:-0.102 Diagnosis:9ccs136:Teeth dx:0.096 Diagnosis:9ccs214:GI cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs214:GI cong anom:1.000 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.264 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.192 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.156 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:-0.132 Newborn Diagnosis:9ccs0:No DX:0.125 Maternal Diagnosis:9ccs238:Complic proc:0.113 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.109 Maternal Maternal Lab History: HCG-postPregnancy:0.108 Maternal Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:-0.106 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: nan [ nan nan] | indivs AUC:0.505 Correlated most with: Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.360 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.291 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.252 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.221 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.221 Maternal Maternal Lab History: INR-postPregnancy:0.202 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.194 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.185 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.182 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.554 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.331 Maternal Maternal Procedure History:36415-postPregnancy:0.230 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.226 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.214 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.207 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.205 Newborn Diagnosis:9ccs223:Birth trauma:0.198 Diagnosis:9ccs223:Birth trauma:0.193 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.513 Correlated most with: Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.478 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.469 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.464 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.464 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.464 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.398 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.354 Maternal Maternal Procedure History:81025-otherPregnancy:0.341 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.329 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.560 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.559 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.411 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.371 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.357 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.354 Maternal Maternal Lab History: IRON-postPregnancy:-0.351 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.280 Maternal Maternal Lab History: TP VOLUME-postPregnancy:-0.248 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.468 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.230 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.195 Diagnosis:10ccs58:Ot nutrit dx:0.184 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.176 Diagnosis:9ccs154:Gastroent:0.164 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:0.151 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.140 Diagnosis:9ccs2603:E Codes: Fall:0.140 Maternal Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs62:Coag/hemr dx:1.000 Maternal Maternal Procedure History:97001-postPregnancy:0.259 Diagnosis:9ccs2:Septicemia:0.164 Maternal Diagnosis:9ccs60:Acut p-h anm:0.158 Maternal Maternal Lab History: IRON-postPregnancy:0.155 Maternal Maternal Procedure History:90656-postPregnancy:0.146 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.139 Maternal Maternal Procedure History:97140-postPregnancy:-0.124 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.121 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.119 Maternal Maternal Lab History: GAMMA GT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: GAMMA GT-otherPregnancy:1.000 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.586 Maternal Maternal Lab History: LDH-otherPregnancy:0.528 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.516 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.423 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.238 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.220 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.207 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.194 Maternal Vital: RR-otherPregnancy:-0.193 Maternal Maternal Procedure History:S9470-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: nan [ nan nan] | indivs AUC:0.505 Correlated most with: Maternal Maternal Procedure History:S9470-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.393 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.351 Maternal Maternal Procedure History:36415-otherPregnancy:0.211 Maternal Maternal Procedure History:99211-otherPregnancy:0.197 Maternal Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:-0.192 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.187 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.174 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.171 Maternal Vital: BMI-postPregnancy:0.171 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:1.000 Maternal Maternal Lab History: FREE T3-postPregnancy:0.293 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.253 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.236 Diagnosis:9ccs175:Ot femal gen:0.205 Maternal Maternal Lab History: A/G-otherPregnancy:0.197 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.189 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.172 Maternal Vital: HR-postPregnancy:-0.169 Maternal Maternal Lab History: A/G-postPregnancy:0.164 Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.745 [0.564 5.394] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs161:Ot dx kidney:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.400 Diagnosis:9ccs159:UTI:0.240 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.172 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.155 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.139 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.134 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.133 Maternal Vital: PL-postPregnancy:-0.103 Diagnosis:9ccs95:Oth nerv dx:0.098 Maternal Vital: Ht Percentile-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.496 Correlated most with: Maternal Vital: Ht Percentile-postPregnancy:1.000 Maternal Vital: Wt Percentile-postPregnancy:0.318 Maternal Vital: Ht Percentile-otherPregnancy:0.284 Maternal Maternal Lab History: APF MoM-postPregnancy:0.214 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.177 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:0.159 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.152 Maternal Vital: Ht-postPregnancy:0.142 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.126 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:-0.120 Maternal Maternal Lab History: COLONY COUNT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Maternal Maternal Lab History: COLONY COUNT-postPregnancy:1.000 Diagnosis:9ccs117:Ot circul dx:0.312 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.224 Maternal Maternal Lab History: POTASSIUM-postPregnancy:0.122 Maternal Vital: Ht Percentile-otherPregnancy:-0.107 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.099 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.093 Maternal Maternal Lab History: BUN-postPregnancy:-0.092 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.088 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.077 Diagnosis:10ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.057 [0.306 3.653] | indivs AUC:0.500 Correlated most with: Diagnosis:10ccs58:Ot nutrit dx:1.000 Diagnosis:9ccs2603:E Codes: Fall:0.756 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.184 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.148 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.141 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.124 Maternal Maternal Lab History: AFP-otherPregnancy:0.100 Diagnosis:9ccs155:Other GI dx:0.089 Maternal Diagnosis:9ccs163:Other GU dx:0.088 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.085 * Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 5.688 [1.142 28.338] | indivs AUC:0.516 Correlated most with: Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.367 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.336 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.298 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.292 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.212 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:-0.205 Maternal Vital: Wt-otherPregnancy:0.204 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.199 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.191 Vital: HC Percentile-gain16to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:0.447 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.363 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.316 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.315 Maternal Maternal Procedure History:97014-postPregnancy:0.190 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.171 Diagnosis:9ccs163:Other GU dx:0.167 Maternal Maternal Lab History: HCG-otherPregnancy:-0.167 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.167 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:0.160 Maternal Maternal Lab History: GFR in African American-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.562 [0.072 4.406] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: GFR in African American-postPregnancy:1.000 Maternal Maternal Lab History: GFR Calculation-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.345 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.268 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.264 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.225 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.202 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.185 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:-0.183 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.169 Maternal Maternal Procedure History:97001-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:97001-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.426 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.259 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:-0.247 Maternal Maternal Procedure History:97140-postPregnancy:-0.240 Maternal Maternal Lab History: IRON-postPregnancy:0.239 Maternal Maternal Procedure History:90656-postPregnancy:0.233 Maternal Maternal Procedure History:97112-postPregnancy:-0.222 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.204 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.183 Maternal Diagnosis:9ccs7:Viral infect | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.506 Correlated most with: Maternal Diagnosis:9ccs7:Viral infect:1.000 Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.256 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.155 Maternal Diagnosis:9ccs181:Ot preg comp:0.144 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.138 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.128 Diagnosis:9ccs62:Coag/hemr dx:0.115 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.109 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.108 Maternal Diagnosis:9ccs6:Hepatitis:0.104 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 32 | OR_unadj: 0.384 [0.091 1.618] | indivs AUC:0.493 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.468 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.262 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.254 Maternal Vital: Ht-otherPregnancy:0.213 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.203 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.200 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.194 Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.194 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.180 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.485 Correlated most with: Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.644 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.605 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.531 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.518 Maternal Vital: SpO2-postPregnancy:-0.402 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.401 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.306 Diagnosis:9ccs242:Poisn ot med:0.262 Maternal Maternal Lab History: LDL-postPregnancy:0.252 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:1.000 Maternal Maternal Procedure History:90663-postPregnancy:0.361 Maternal Maternal Procedure History:90470-postPregnancy:0.361 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.314 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.233 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.228 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.205 Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:-0.190 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.167 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.165 Maternal Maternal Procedure History:90658-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.507 Correlated most with: Maternal Maternal Procedure History:90658-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.608 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.594 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.422 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.402 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.398 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.317 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.308 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.266 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.237 Maternal Maternal Lab History: GFR Calculation-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: GFR Calculation-postPregnancy:1.000 Maternal Maternal Lab History: GFR in African American-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.344 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.268 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.265 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.225 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.201 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.186 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:-0.184 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.171 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 5.669 [0.795 40.431] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:1.000 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.258 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.214 Maternal Maternal Lab History: HCG-postPregnancy:-0.195 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.171 Maternal Maternal Lab History: RUBELLA-otherPregnancy:0.160 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:-0.157 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.151 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:-0.150 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.146 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 42 | OR_unadj: 1.128 [0.246 5.176] | indivs AUC:0.503 Correlated most with: Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.549 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.536 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.512 Maternal Maternal Procedure History:90658-postPregnancy:0.402 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.341 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.337 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.336 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.317 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.316 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.562 [0.072 4.406] | indivs AUC:0.495 Correlated most with: Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:1.000 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.496 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.421 Maternal Maternal Lab History: INR-postPregnancy:-0.334 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:-0.289 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:-0.221 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.211 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.190 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.189 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.188 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.329 [0.044 2.481] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.180 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:-0.176 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.171 Maternal Maternal Lab History: FASTING-otherPregnancy:0.169 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.149 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.145 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.142 Lab:323825 STREP SCREEN THROAT - Sunrise:0.136 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.128 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 28 | OR_unadj: 3.408 [0.809 14.349] | indivs AUC:0.509 Correlated most with: Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:1.000 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.554 Maternal Maternal Procedure History:90472-postPregnancy:0.349 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.306 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.218 Maternal Maternal Procedure History:97001-postPregnancy:0.204 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.199 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.183 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.169 Maternal Maternal Procedure History:J1055-postPregnancy:-0.154 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 1.254 [0.269 5.836] | indivs AUC:0.507 Correlated most with: Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.291 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.237 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.215 Diagnosis:9ccs141:Ot dx stomch:0.205 Diagnosis:9ccs240:Burns:0.187 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.158 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.152 Maternal Maternal Lab History: PH-postPregnancy:0.123 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.121 Maternal Maternal Lab History: FASTING-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 40 | OR_unadj: 1.128 [0.324 3.925] | indivs AUC:0.491 Correlated most with: Maternal Maternal Lab History: FASTING-otherPregnancy:1.000 Maternal Maternal Lab History: FASTING-postPregnancy:0.432 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.378 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.261 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.223 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.222 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.215 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.194 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.192 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.187 * Maternal Maternal Lab History: FASTING-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 3.799 [1.064 13.558] | indivs AUC:0.513 Correlated most with: Maternal Maternal Lab History: FASTING-postPregnancy:1.000 Maternal Maternal Lab History: FASTING-otherPregnancy:0.432 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.402 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.370 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.327 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.301 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:-0.277 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.254 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:-0.234 Diagnosis:9ccs64:Ot hematl dx:0.227 Maternal Maternal Lab History: LIPASE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: LIPASE-postPregnancy:1.000 Maternal Maternal Lab History: AMYLASE-postPregnancy:-0.353 Maternal Maternal Lab History: ALT-postPregnancy:-0.339 Maternal Maternal Procedure History:90470-postPregnancy:-0.294 Maternal Maternal Procedure History:90663-postPregnancy:-0.294 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:-0.281 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.147 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:-0.137 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:-0.135 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.123 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:1.000 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.328 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.225 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.220 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.204 Maternal Maternal Procedure History:S9470-postPregnancy:0.187 Maternal Maternal Lab History: MCV-otherPregnancy:-0.179 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.174 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:0.161 Maternal Maternal Lab History: RDW-otherPregnancy:0.159 Maternal Diagnosis:9ccs69:Affective dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs69:Affective dx:1.000 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.290 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:-0.164 Newborn Diagnosis:9ccs253:Allergy:0.138 Diagnosis:9ccs205:Back problem:0.125 Diagnosis:9ccs224:Ot perint dx:0.111 Diagnosis:9ccs83:Epilepsy/cnv:0.104 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.101 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.101 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.100 Maternal Vital: SpO2-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.504 Correlated most with: Maternal Vital: SpO2-postPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.567 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:-0.542 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.527 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:-0.402 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:-0.373 Maternal Vital: RR-postPregnancy:-0.361 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.296 Diagnosis:9ccs242:Poisn ot med:-0.230 Maternal Maternal Lab History: LDL-postPregnancy:-0.221 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 3.408 [0.809 14.349] | indivs AUC:0.516 Correlated most with: Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:1.000 Maternal Maternal Procedure History:99211-otherPregnancy:0.414 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.345 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.337 Maternal Vital: Wt Percentile-otherPregnancy:0.327 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.324 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.290 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.275 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.269 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.263 Maternal Maternal Lab History: PH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 34 | OR_unadj: nan [ nan nan] | indivs AUC:0.505 Correlated most with: Maternal Maternal Lab History: PH-otherPregnancy:1.000 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.321 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.321 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.210 Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:-0.210 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.179 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.175 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.163 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.161 Maternal Vital: Wt Change-otherPregnancy:-0.158 Diagnosis:9ccs147:Anal/rectal | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs147:Anal/rectal:1.000 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.244 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.151 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.148 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.145 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.134 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.114 Diagnosis:9ccs153:GI hemorrhag:0.113 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.107 Diagnosis:9ccs211:Ot conn tiss:0.102 Diagnosis:9ccs153:GI hemorrhag | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.749 [0.170 3.295] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs153:GI hemorrhag:1.000 Diagnosis:9ccs154:Gastroent:0.188 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.176 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.161 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.155 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.146 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.139 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.139 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.134 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.133 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.507 Correlated most with: Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.526 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.521 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.438 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.391 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.316 Maternal Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.315 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.234 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.207 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.193 Vital: BP-latest | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:0.196 Maternal Diagnosis:9ccs49:DiabMel no c:0.121 Maternal Maternal Lab History: RUBELLA-postPregnancy:-0.103 Diagnosis:9ccs214:GI cong anom:0.093 Diagnosis:9ccs4:Mycoses:0.087 Maternal Diagnosis:9ccs188:Pelvic obstr:-0.082 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.070 Diagnosis:9ccs222:Perint jaund:0.068 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.068 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.067 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.514 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.448 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.402 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.342 Maternal Maternal Lab History: ALT-otherPregnancy:0.295 Maternal Maternal Procedure History:36415-postPregnancy:0.218 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.182 Diagnosis:9ccs251:Abdomnl pain:0.144 Maternal Maternal Lab History: AST-otherPregnancy:0.139 Maternal Maternal Lab History: GLUCOSE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: GLUCOSE-otherPregnancy:1.000 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.210 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.210 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.203 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.197 Maternal Vital: BMI-postPregnancy:0.169 Maternal Vital: Wt-otherPregnancy:0.168 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.160 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:-0.154 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.151 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.509 Correlated most with: Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.503 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.491 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.491 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.336 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.329 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.329 Maternal Maternal Procedure History:90658-postPregnancy:0.317 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.245 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:0.242 Maternal Maternal Procedure History:97014-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Procedure History:97014-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.576 Maternal Maternal Procedure History:97110-postPregnancy:0.536 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.376 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.262 Maternal Maternal Lab History: FREE T-4-postPregnancy:0.180 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.160 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.157 Maternal Maternal Lab History: WEIGHT-postPregnancy:-0.156 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:-0.155 Diagnosis:9ccs64:Ot hematl dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs64:Ot hematl dx:1.000 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.251 Diagnosis:9ccs61:Sickle cell:0.232 Maternal Maternal Lab History: FASTING-postPregnancy:0.227 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.200 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.197 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.168 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:0.166 Maternal Maternal Lab History: FASTING-otherPregnancy:0.165 Diagnosis:9ccs62:Coag/hemr dx:0.155 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.491 Correlated most with: Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.378 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.273 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.225 Diagnosis:9ccs123:Influenza:0.191 Maternal Diagnosis:9ccs6:Hepatitis:0.181 Maternal Maternal Procedure History:90656-postPregnancy:0.152 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.148 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:-0.143 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:-0.137 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:1.000 Maternal Maternal Procedure History:96372-otherPregnancy:-0.459 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.388 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:-0.335 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.321 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.317 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.314 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.310 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.266 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.248 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.485 Correlated most with: Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:1.000 Maternal Maternal Procedure History:97140-postPregnancy:0.704 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.513 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.477 Maternal Maternal Procedure History:97110-postPregnancy:0.347 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.326 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.306 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.269 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.261 Maternal Maternal Lab History: PTT-postPregnancy:-0.256 Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.623 [0.144 2.701] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs211:Ot conn tiss:1.000 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.230 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.189 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.172 Diagnosis:9ccs204:Ot joint dx:0.163 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.158 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.143 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.130 Diagnosis:9ccs208:Acq foot def:0.127 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.127 Maternal Maternal Procedure History:90772-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Procedure History:90772-postPregnancy:1.000 Maternal Maternal Procedure History:J1055-postPregnancy:0.767 Maternal Maternal Procedure History:90746-postPregnancy:-0.451 Maternal Maternal Procedure History:81025-postPregnancy:0.339 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.253 Maternal Maternal Lab History: PH-postPregnancy:-0.174 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.156 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:-0.156 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.148 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.125 Newborn Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:1.000 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.285 Newborn Diagnosis:9ccs219:Low birth wt:0.272 Newborn Diagnosis:9ccs253:Allergy:0.220 Maternal Maternal Lab History: UIBC-postPregnancy:0.206 Maternal Diagnosis:9ccs184:Early labor:0.201 Newborn Diagnosis:9ccs256:Exam/eval:0.197 Maternal Maternal Procedure History:86580-postPregnancy:0.174 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.172 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.167 Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:1.000 Diagnosis:9ccs64:Ot hematl dx:0.155 Diagnosis:9ccs134:Ot uppr resp:0.150 Diagnosis:9ccs89:Blindness:0.150 Diagnosis:9ccs212:Ot bone dx:0.125 Diagnosis:9ccs251:Abdomnl pain:0.120 Maternal Diagnosis:9ccs7:Viral infect:0.115 Diagnosis:9ccs154:Gastroent:0.086 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.066 Number of Visits:0.063 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:1.000 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.685 Maternal Maternal Lab History: A/G-otherPregnancy:-0.595 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.248 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.246 Maternal Maternal Procedure History:S9470-otherPregnancy:0.239 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.235 Maternal Maternal Procedure History:86703-otherPregnancy:0.224 Maternal Maternal Procedure History:86703-postPregnancy:0.221 Maternal Maternal Lab History: PH-otherPregnancy:-0.210 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.408 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.334 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.189 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.184 Maternal Maternal Procedure History:36415-postPregnancy:0.154 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.134 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:0.125 Maternal Maternal Procedure History:36415-otherPregnancy:0.120 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.117 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.491 Correlated most with: Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:1.000 Maternal Maternal Lab History: PO2-postPregnancy:-0.391 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:-0.275 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.247 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.246 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.240 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.229 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.200 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:-0.198 Maternal Diagnosis:9ccs83:Epilepsy/cnv:-0.192 Maternal Maternal Lab History: URIC ACID-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: URIC ACID-postPregnancy:1.000 Maternal Maternal Procedure History:97140-postPregnancy:0.273 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.261 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.214 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.213 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.203 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:0.200 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.193 Maternal Maternal Lab History: PT-postPregnancy:-0.184 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.183 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.383 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:0.332 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.295 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.281 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.280 Maternal Maternal Lab History: TP VOLUME-postPregnancy:-0.278 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.277 Maternal Maternal Lab History: TP PERIOD-postPregnancy:0.264 Maternal Vital: Temp-otherPregnancy:0.261 Maternal Maternal Lab History: URINE CULTURE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: URINE CULTURE-postPregnancy:1.000 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:0.565 Maternal Maternal Lab History: RDW-otherPregnancy:0.199 Maternal Vital: Ht Percentile-postPregnancy:0.177 Maternal Maternal Lab History: AST-otherPregnancy:0.158 Maternal Vital: Ht Percentile-otherPregnancy:0.155 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.148 Maternal Vital: BMI-postPregnancy:0.142 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.139 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.137 Maternal Maternal Lab History: MAGNESIUM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: MAGNESIUM-postPregnancy:1.000 Maternal Maternal Lab History: CALCIUM-postPregnancy:-0.342 Maternal Maternal Lab History: FREE T-4-otherPregnancy:0.312 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.291 Maternal Maternal Lab History: PTT-postPregnancy:-0.288 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.276 Maternal Maternal Lab History: PO2-postPregnancy:0.262 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.254 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.253 Maternal Maternal Lab History: INR-postPregnancy:-0.251 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: nan [ nan nan] | indivs AUC:0.507 Correlated most with: Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.790 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.683 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.580 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.512 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.448 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.370 Maternal Maternal Procedure History:36415-postPregnancy:0.364 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.361 Maternal Maternal Procedure History:90658-postPregnancy:0.266 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:-0.362 Maternal Maternal Lab History: FERRITIN-postPregnancy:-0.335 Maternal Maternal Lab History: IRON-postPregnancy:-0.331 Maternal Diagnosis:9ccs5:HIV infectn:0.287 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.198 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:-0.185 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.184 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.182 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:-0.181 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.227 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:-0.224 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:-0.214 Maternal Maternal Procedure History:J1055-postPregnancy:-0.212 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.193 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.191 Maternal Vital: RR-postPregnancy:0.191 Maternal Maternal Lab History: VLDL-postPregnancy:-0.186 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.177 Maternal Maternal Lab History: FERRITIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: FERRITIN-postPregnancy:1.000 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.743 Maternal Maternal Lab History: UIBC-postPregnancy:-0.731 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.335 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.317 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.309 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.299 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.223 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.196 Maternal Maternal Lab History: IRON-postPregnancy:0.195 Maternal Maternal Lab History: MONOCYTE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.505 Correlated most with: Maternal Maternal Lab History: MONOCYTE-postPregnancy:1.000 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.425 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.421 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.216 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:-0.206 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.184 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.173 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.168 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.159 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.154 Maternal Maternal Lab History: PAPP-A-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: PAPP-A-otherPregnancy:1.000 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.589 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.528 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.491 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.418 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.380 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.379 Maternal Maternal Lab History: PAPP-A-postPregnancy:0.272 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.193 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.188 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 5.669 [0.795 40.431] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.440 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.437 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.392 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.350 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.337 Maternal Maternal Lab History: INR-otherPregnancy:-0.223 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.211 Maternal Maternal Lab History: LDH-postPregnancy:-0.192 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.191 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.358 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.307 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.280 Maternal Maternal Procedure History:81025-otherPregnancy:0.236 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.202 Newborn Diagnosis:9ccs253:Allergy:0.183 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.169 Maternal Diagnosis:9ccs48:Thyroid dsor:0.161 Maternal Maternal Procedure History:86580-postPregnancy:0.152 Maternal Vital: Wt Percentile-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.892 [0.605 5.911] | indivs AUC:0.507 Correlated most with: Maternal Vital: Wt Percentile-postPregnancy:1.000 Maternal Vital: BMI Percentile-postPregnancy:0.578 Maternal Vital: Ht Percentile-postPregnancy:0.318 Maternal Vital: BMI Percentile-otherPregnancy:0.248 Maternal Vital: Wt Percentile-otherPregnancy:0.194 Maternal Maternal Procedure History:81025-postPregnancy:0.145 Maternal Vital: Wt-postPregnancy:0.136 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.134 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.120 Diagnosis:9ccs240:Burns:-0.110 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:1.000 Maternal Maternal Lab History: IRON-postPregnancy:-0.279 Maternal Diagnosis:9ccs128:Asthma:0.153 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.148 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.147 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:-0.147 Maternal Maternal Lab History: FERRITIN-postPregnancy:-0.140 Maternal Maternal Lab History: RBC-postPregnancy:-0.136 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:-0.124 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.120 Maternal Maternal Lab History: Varicella IgG-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: Varicella IgG-postPregnancy:1.000 Newborn Diagnosis:9ccs221:Resp distres:-0.285 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.277 Maternal Maternal Lab History: RUBELLA-postPregnancy:-0.216 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:-0.192 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.168 Maternal Maternal Procedure History:90746-postPregnancy:0.161 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.141 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:-0.133 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.128 * Maternal Maternal Lab History: 2 HOUR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 3.799 [1.064 13.558] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: 2 HOUR-otherPregnancy:1.000 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.603 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.589 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.470 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.417 Maternal Maternal Procedure History:99211-otherPregnancy:0.324 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.246 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.227 Maternal Maternal Lab History: FASTING-postPregnancy:0.215 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:0.208 Vital: HC Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.184 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.145 Maternal Maternal Procedure History:97014-postPregnancy:0.127 Maternal Maternal Lab History: AFP-otherPregnancy:0.112 Maternal Maternal Lab History: PT-postPregnancy:-0.093 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:-0.091 Newborn Diagnosis:9ccs0:No DX:-0.088 Maternal Maternal Procedure History:97110-postPregnancy:0.087 Maternal Maternal Lab History: AMYLASE-postPregnancy:0.086 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.086 Maternal Maternal Lab History: A/G-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: A/G-otherPregnancy:1.000 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.727 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.595 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.397 Maternal Maternal Lab History: URIC ACID-otherPregnancy:-0.330 Maternal Maternal Lab History: A/G-postPregnancy:0.324 Diagnosis:9ccs76:Meningitis:-0.318 Maternal Maternal Procedure History:86703-postPregnancy:-0.305 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.300 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.279 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:1.000 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.468 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.467 Maternal Maternal Lab History: BUN-otherPregnancy:0.334 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:-0.299 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.255 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.230 Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.204 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.203 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:-0.203 Maternal Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs83:Epilepsy/cnv:1.000 Maternal Maternal Lab History: PO2-postPregnancy:0.408 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.268 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.262 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.252 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.235 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.231 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:-0.192 Maternal Maternal Lab History: INR-postPregnancy:-0.173 Maternal Maternal Procedure History:96372-postPregnancy:0.167 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.511 Correlated most with: Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.621 Maternal Maternal Procedure History:J7300-postPregnancy:0.153 Maternal Maternal Lab History: AFP-otherPregnancy:-0.152 Maternal Maternal Procedure History:58300-postPregnancy:0.133 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.127 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:-0.126 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.124 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.123 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.116 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.493 Correlated most with: Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:1.000 Maternal Maternal Lab History: FREE T3-postPregnancy:0.577 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.427 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.426 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.417 Maternal Maternal Lab History: FREE T-4-otherPregnancy:0.313 Maternal Maternal Procedure History:90658-postPregnancy:0.308 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.305 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.298 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.280 Maternal Vital: RR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 3.777 [0.628 22.717] | indivs AUC:0.509 Correlated most with: Maternal Vital: RR-otherPregnancy:1.000 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:0.339 Maternal Maternal Lab History: PT-otherPregnancy:0.289 Maternal Maternal Lab History: INR-otherPregnancy:0.289 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:-0.193 Maternal Vital: Temp-otherPregnancy:0.191 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.185 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.169 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:-0.147 Maternal Vital: BP-otherPregnancy:0.138 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.489 Correlated most with: Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:1.000 Maternal Diagnosis:9ccs69:Affective dx:0.290 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:-0.236 Newborn Diagnosis:9ccs253:Allergy:0.205 Diagnosis:9ccs205:Back problem:0.187 Maternal Maternal Procedure History:97140-postPregnancy:-0.169 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.160 Diagnosis:9ccs83:Epilepsy/cnv:0.158 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.151 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.146 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.510 Correlated most with: Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.610 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.606 Maternal Maternal Lab History: PO2-postPregnancy:0.470 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.450 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.438 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.397 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.308 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.307 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.302 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.511 Correlated most with: Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:1.000 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.397 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.199 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.192 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.192 Maternal Maternal Lab History: GLOBULIN-postPregnancy:0.187 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.167 Maternal Maternal Procedure History:81025-otherPregnancy:0.155 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.154 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:-0.152 Maternal Maternal Procedure History:97110-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Procedure History:97110-postPregnancy:1.000 Maternal Maternal Procedure History:97014-postPregnancy:0.536 Maternal Maternal Procedure History:97140-postPregnancy:0.369 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.347 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.320 Maternal Maternal Procedure History:97112-postPregnancy:0.302 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.298 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.288 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.240 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.203 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:1.000 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.855 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.798 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.726 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.644 Maternal Vital: SpO2-postPregnancy:-0.567 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.404 Maternal Vital: RR-postPregnancy:0.344 Diagnosis:9ccs242:Poisn ot med:0.336 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.315 Vital: HC Percentile-gain10to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.516 Correlated most with: Diagnosis:9ccs204:Ot joint dx:0.133 Diagnosis:9ccs242:Poisn ot med:0.133 Maternal Maternal Procedure History:86703-postPregnancy:0.114 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.100 Diagnosis:9ccs251:Abdomnl pain:0.098 Diagnosis:9ccs167:Breast dx:0.094 Diagnosis:9ccs238:Complic proc:-0.090 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:0.089 Maternal Maternal Lab History: PTT-postPregnancy:-0.087 Diagnosis:9ccs153:GI hemorrhag:0.086 Diagnosis:9ccs208:Acq foot def | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs208:Acq foot def:1.000 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.193 Maternal Maternal Lab History: FREE T-4-postPregnancy:0.148 Diagnosis:9ccs95:Oth nerv dx:0.129 Diagnosis:9ccs211:Ot conn tiss:0.127 Maternal Maternal Lab History: URIC ACID-postPregnancy:-0.125 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.119 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.118 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.117 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.109 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.432 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:-0.247 Maternal Diagnosis:9ccs159:UTI:0.242 Maternal Maternal Procedure History:S9470-otherPregnancy:0.194 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.191 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:-0.157 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.148 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.142 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.137 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.637 Maternal Maternal Procedure History:87880-postPregnancy:0.517 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.440 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.418 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.390 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.244 Maternal Maternal Lab History: AMYLASE-postPregnancy:0.211 Maternal Maternal Procedure History:90470-postPregnancy:0.207 Maternal Maternal Procedure History:90663-postPregnancy:0.207 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.505 Correlated most with: Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:1.000 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.565 Maternal Maternal Lab History: RDW-otherPregnancy:0.183 Maternal Vital: Ht Percentile-otherPregnancy:0.164 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.161 Maternal Vital: Ht Percentile-postPregnancy:0.159 Maternal Maternal Lab History: BUN-otherPregnancy:-0.139 Maternal Maternal Lab History: SODIUM-otherPregnancy:-0.132 Maternal Vital: Wt Change-otherPregnancy:-0.132 Maternal Vital: BMI-postPregnancy:0.121 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:1.000 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.633 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.589 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.285 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.283 Maternal Maternal Lab History: URIC ACID-otherPregnancy:-0.260 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.251 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.210 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.209 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.201 * Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 11.346 [1.025 125.601] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.984 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.349 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.335 Maternal Maternal Procedure History:96372-otherPregnancy:0.329 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.315 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.285 Maternal Maternal Lab History: FASTING-postPregnancy:-0.277 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.268 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.227 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.855 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.777 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.605 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.567 Maternal Vital: SpO2-postPregnancy:-0.527 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.345 Diagnosis:9ccs242:Poisn ot med:0.329 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.280 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.273 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.840 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.547 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:-0.414 Diagnosis:9ccs238:Complic proc:0.406 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:-0.385 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.284 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.281 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.281 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.225 Diagnosis:9ccs168:PID | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs168:PID:1.000 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.273 Diagnosis:9ccs205:Back problem:0.200 Diagnosis:9ccs163:Other GU dx:0.200 Diagnosis:9ccs224:Ot perint dx:0.178 Maternal Diagnosis:9ccs138:Esophgeal dx:0.155 Diagnosis:9ccs63:Wht blood dx:0.121 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.114 Diagnosis:9ccs251:Abdomnl pain:0.093 Maternal Diagnosis:9ccs196:Nml preg/del:-0.093 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:1.000 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.250 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:0.182 Maternal Maternal Lab History: BUN-otherPregnancy:-0.161 Maternal Diagnosis:9ccs5:HIV infectn:0.156 Maternal Maternal Lab History: LDL-otherPregnancy:0.154 Maternal Maternal Procedure History:S9470-postPregnancy:-0.148 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:0.148 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.144 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.140 Maternal Maternal Lab History: GLOBULIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: GLOBULIN-otherPregnancy:1.000 Maternal Maternal Lab History: A/G-otherPregnancy:-0.727 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.685 Maternal Maternal Lab History: GLOBULIN-postPregnancy:0.326 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.295 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.275 Maternal Maternal Procedure History:86703-postPregnancy:0.270 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.264 Maternal Maternal Lab History: FASTING-otherPregnancy:0.261 Maternal Maternal Lab History: A/G-postPregnancy:-0.258 Maternal Maternal Lab History: IRON-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: IRON-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.491 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.487 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.351 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.331 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:-0.302 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.288 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.279 Maternal Maternal Procedure History:97001-postPregnancy:0.239 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.195 Maternal Maternal Procedure History:90746-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:90746-postPregnancy:1.000 Maternal Maternal Procedure History:90772-postPregnancy:-0.451 Maternal Maternal Procedure History:86580-postPregnancy:0.384 Maternal Maternal Procedure History:J1055-postPregnancy:-0.363 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.259 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.240 Maternal Diagnosis:9ccs61:Sickle cell:0.217 Maternal Maternal Procedure History:90471-postPregnancy:0.190 Maternal Maternal Lab History: Varicella IgG-postPregnancy:0.161 Maternal Maternal Procedure History:81025-postPregnancy:-0.157 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.604 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.580 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.514 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.342 Maternal Maternal Procedure History:36415-postPregnancy:0.283 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.264 Diagnosis:9ccs214:GI cong anom:0.192 Maternal Vital: PL-otherPregnancy:0.188 Maternal Vital: Temp-otherPregnancy:0.185 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:1.000 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.269 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.266 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.266 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.238 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:-0.235 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.228 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.207 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:-0.198 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.190 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:1.000 Maternal Maternal Lab History: IRON-postPregnancy:-0.302 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:-0.247 Maternal Maternal Lab History: BUN-postPregnancy:0.239 Maternal Maternal Lab History: ANION GAP-postPregnancy:-0.193 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.182 Maternal Maternal Lab History: FERRITIN-postPregnancy:-0.153 Maternal Maternal Lab History: INR-postPregnancy:0.136 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:-0.127 Maternal Maternal Lab History: PTT-postPregnancy:-0.107 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.489 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:1.000 Maternal Maternal Lab History: LDL-otherPregnancy:0.864 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.665 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.462 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.351 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:-0.302 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.265 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:-0.265 Maternal Maternal Lab History: FREE T3-postPregnancy:-0.258 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.253 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.820 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.560 Maternal Maternal Lab History: IRON-postPregnancy:0.491 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.464 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.217 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:-0.203 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:-0.199 Maternal Maternal Procedure History:90471-postPregnancy:0.171 Maternal Maternal Lab History: BUN-postPregnancy:0.170 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.284 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.284 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.261 Lab:323825 STREP SCREEN THROAT - Sunrise:0.224 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.223 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.210 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.210 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.208 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.205 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.820 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.559 Maternal Maternal Lab History: IRON-postPregnancy:0.487 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.478 Maternal Maternal Lab History: BUN-postPregnancy:0.234 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.200 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:-0.196 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.195 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.194 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.709 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.683 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.514 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.402 Maternal Maternal Procedure History:36415-postPregnancy:0.283 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.282 Diagnosis:9ccs251:Abdomnl pain:0.216 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.206 Maternal Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:-0.173 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.556 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.251 Maternal Maternal Lab History: FASTING-otherPregnancy:0.215 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.195 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.194 Diagnosis:9ccs117:Ot circul dx:0.153 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.148 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.147 Maternal Vital: Ht-otherPregnancy:0.138 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.573 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.559 Maternal Maternal Procedure History:90658-postPregnancy:0.422 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.375 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.329 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.298 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.289 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.262 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.258 Diagnosis:9ccs63:Wht blood dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs63:Wht blood dx:1.000 Maternal Diagnosis:9ccs138:Esophgeal dx:0.155 Maternal Diagnosis:9ccs182:Hemorr preg:0.148 Diagnosis:9ccs209:Ot acq defor:0.121 Newborn Diagnosis:9ccs221:Resp distres:0.121 Diagnosis:9ccs168:PID:0.121 Diagnosis:9ccs159:UTI:0.099 Maternal Diagnosis:9ccs191:Amnios dx:0.091 Diagnosis:9ccs143:Abdom hernia:0.091 Diagnosis:9ccs161:Ot dx kidney:0.079 Maternal Maternal Procedure History:87880-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Procedure History:87880-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.693 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.517 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.457 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.401 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.373 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.330 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.181 Diagnosis:9ccs123:Influenza:0.167 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.153 Maternal Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:0.423 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.315 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:-0.206 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:-0.203 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.202 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:-0.193 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.182 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:-0.173 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.162 * Maternal Maternal Lab History: 1 HOUR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 4.562 [1.217 17.105] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: 1 HOUR-otherPregnancy:1.000 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.603 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.490 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.448 Maternal Maternal Lab History: FASTING-postPregnancy:0.402 Maternal Maternal Lab History: FASTING-otherPregnancy:0.378 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.365 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.310 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.294 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.260 * Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 11.346 [1.025 125.601] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.984 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.359 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.319 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.317 Maternal Maternal Procedure History:96372-otherPregnancy:0.311 Maternal Maternal Lab History: FASTING-postPregnancy:-0.301 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.278 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.269 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.240 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.663 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.659 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.568 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.337 Maternal Maternal Lab History: INR-otherPregnancy:0.335 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.298 Maternal Maternal Lab History: PTT-otherPregnancy:0.282 Maternal Maternal Lab History: A/G-otherPregnancy:0.270 Maternal Maternal Lab History: LDH-postPregnancy:0.257 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.634 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.573 Maternal Maternal Procedure History:90658-postPregnancy:0.398 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.375 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.335 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.329 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.285 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.280 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.266 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.509 Correlated most with: Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:1.000 Maternal Maternal Procedure History:36416-postPregnancy:0.857 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.215 Newborn Diagnosis:9ccs223:Birth trauma:0.206 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:-0.185 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.176 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:-0.163 Maternal Diagnosis:9ccs188:Pelvic obstr:0.162 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:-0.150 Maternal Diagnosis:9ccs128:Asthma:0.143 Maternal Maternal Lab History: UIBC-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: UIBC-postPregnancy:1.000 Maternal Maternal Lab History: FERRITIN-postPregnancy:-0.731 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.663 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.354 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.283 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.276 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.274 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.265 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:-0.206 Newborn Diagnosis:9ccs221:Resp distres:0.206 Diagnosis:9ccs141:Ot dx stomch | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:1.000 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.205 Diagnosis:9ccs250:Nausea/vomit:0.120 Newborn Diagnosis:9ccs215:gu cong anom:0.100 Diagnosis:9ccs240:Burns:0.085 Maternal Diagnosis:9ccs48:Thyroid dsor:0.082 Diagnosis:9ccs215:gu cong anom:0.072 Diagnosis:9ccs138:Esophgeal dx:0.072 Diagnosis:9ccs224:Ot perint dx:0.071 Diagnosis:9ccs161:Ot dx kidney:0.070 Maternal Maternal Procedure History:90663-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.505 Correlated most with: Maternal Maternal Procedure History:90663-postPregnancy:1.000 Maternal Maternal Procedure History:90470-postPregnancy:0.992 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.502 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.361 Maternal Maternal Lab History: ALT-postPregnancy:0.348 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.294 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.262 Maternal Maternal Lab History: AMYLASE-postPregnancy:0.251 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.241 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.207 Maternal Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:1.000 Maternal Maternal Lab History: GTT 90 MIN-postPregnancy:0.423 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:-0.231 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.170 Maternal Maternal Lab History: 2 HOUR-postPregnancy:-0.167 Maternal Maternal Lab History: VLDL-postPregnancy:-0.166 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:-0.156 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.151 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.127 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.105 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:1.000 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.543 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.415 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.406 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.345 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.344 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.339 Maternal Maternal Procedure History:97110-postPregnancy:-0.288 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.285 Maternal Maternal Procedure History:97014-postPregnancy:-0.262 Maternal Maternal Lab History: O2 SATURATION-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: O2 SATURATION-postPregnancy:1.000 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.820 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.817 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.778 Maternal Maternal Lab History: PO2-postPregnancy:0.689 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.376 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.344 Maternal Maternal Procedure History:97140-postPregnancy:0.321 Maternal Maternal Lab History: FERRITIN-postPregnancy:-0.309 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.306 Maternal Maternal Lab History: BICARBONATE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: BICARBONATE-postPregnancy:1.000 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.778 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:-0.692 Maternal Maternal Lab History: PO2-postPregnancy:-0.671 Maternal Maternal Procedure History:97140-postPregnancy:-0.500 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.493 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.477 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.476 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.353 Maternal Maternal Lab History: PTT-postPregnancy:0.319 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.364 Maternal Maternal Lab History: Varicella IgG-postPregnancy:0.277 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:-0.235 Maternal Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.230 Maternal Maternal Lab History: PT-otherPregnancy:-0.200 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.174 Maternal Maternal Procedure History:90471-postPregnancy:0.150 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:-0.150 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.148 Maternal Maternal Lab History: PT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 5.669 [0.795 40.431] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: PT-otherPregnancy:1.000 Maternal Maternal Lab History: INR-otherPregnancy:0.833 Maternal Maternal Lab History: PTT-otherPregnancy:0.465 Maternal Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.458 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:0.394 Maternal Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:-0.290 Maternal Vital: RR-otherPregnancy:0.289 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.225 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.206 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.206 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:1.000 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.477 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.446 Maternal Maternal Lab History: HCG-otherPregnancy:0.429 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.408 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.379 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.362 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.314 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.311 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.254 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:1.000 Maternal Maternal Lab History: A/G-otherPregnancy:0.397 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.250 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.248 Maternal Maternal Procedure History:36415-otherPregnancy:0.202 Maternal Maternal Lab History: FASTING-otherPregnancy:-0.192 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.191 Maternal Maternal Lab History: POLYS-otherPregnancy:0.177 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.168 Maternal Maternal Lab History: PH-otherPregnancy:0.163 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.289 Maternal Maternal Procedure History:36415-postPregnancy:0.260 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:0.248 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.244 Maternal Maternal Procedure History:90656-postPregnancy:-0.197 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.178 Maternal Maternal Procedure History:90471-postPregnancy:0.178 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.174 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.173 Diagnosis:9ccs205:Back problem | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs205:Back problem:1.000 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.223 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.213 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.210 Diagnosis:9ccs168:PID:0.200 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.187 Maternal Maternal Lab History: PAPP-A-postPregnancy:0.158 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.146 Diagnosis:9ccs224:Ot perint dx:0.140 Maternal Diagnosis:9ccs69:Affective dx:0.125 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.854 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.634 Maternal Maternal Procedure History:90658-postPregnancy:0.594 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.559 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.536 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.491 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.417 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.361 Maternal Maternal Procedure History:99401-postPregnancy:0.324 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.513 Correlated most with: Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.548 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.358 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.335 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.319 Maternal Maternal Procedure History:81025-otherPregnancy:0.246 Maternal Maternal Lab History: FREE T3-postPregnancy:0.219 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.204 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.198 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.186 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.333 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.238 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.236 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.235 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.233 Maternal Vital: PL-postPregnancy:-0.169 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:-0.158 Maternal Maternal Lab History: APF MoM-postPregnancy:-0.141 Maternal Maternal Procedure History:99401-postPregnancy:0.138 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:-0.517 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:-0.423 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.414 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.335 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.276 Maternal Maternal Procedure History:90470-postPregnancy:0.262 Maternal Maternal Procedure History:90663-postPregnancy:0.262 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.256 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.233 Vital: HC Percentile-avg10to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs238:Complic proc:-0.305 Maternal Diagnosis:9ccs49:DiabMel no c:-0.122 Diagnosis:9ccs95:Oth nerv dx:-0.106 Newborn Diagnosis:9ccs96:Hrt valve dx:0.096 Newborn Diagnosis:9ccs94:Other ear dx:0.093 Diagnosis:9ccs138:Esophgeal dx:-0.093 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.075 Newborn Diagnosis:9ccs219:Low birth wt:-0.070 Diagnosis:9ccs140:Gastritis:0.069 Newborn Diagnosis:9ccs256:Exam/eval:-0.069 Maternal Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.495 Correlated most with: Maternal Diagnosis:9ccs155:Other GI dx:1.000 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:-0.190 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.158 Maternal Diagnosis:9ccs128:Asthma:0.135 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.129 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:-0.129 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.115 Maternal Diagnosis:9ccs106:Dysrhythmia:0.088 Maternal Diagnosis:9ccs168:PID:0.088 Maternal Diagnosis:9ccs181:Ot preg comp:0.086 * Maternal Maternal Lab History: 3 HOUR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 4.562 [1.217 17.105] | indivs AUC:0.512 Correlated most with: Maternal Maternal Lab History: 3 HOUR-otherPregnancy:1.000 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.589 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.490 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.416 Maternal Maternal Procedure History:99211-otherPregnancy:0.344 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.336 Maternal Maternal Procedure History:81025-otherPregnancy:-0.237 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.230 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.227 Maternal Vital: Ht-otherPregnancy:-0.212 Maternal Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.527 Maternal Maternal Lab History: PT-otherPregnancy:-0.290 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.258 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.230 Maternal Maternal Procedure History:S9470-postPregnancy:-0.192 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.164 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.158 Maternal Maternal Lab History: INR-otherPregnancy:-0.158 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.145 Maternal Maternal Lab History: INR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: INR-otherPregnancy:1.000 Maternal Maternal Lab History: PT-otherPregnancy:0.833 Maternal Maternal Lab History: PTT-otherPregnancy:0.549 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.412 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.410 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.335 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.328 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:0.325 Maternal Vital: RR-otherPregnancy:0.289 Maternal Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.250 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.231 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:-0.198 Diagnosis:9ccs208:Acq foot def:0.193 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.185 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.176 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.176 Maternal Maternal Lab History: HCG-otherPregnancy:-0.173 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.154 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.149 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:1.000 Maternal Maternal Lab History: T-3(Total)-postPregnancy:0.328 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.305 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:-0.286 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.267 Diagnosis:9ccs204:Ot joint dx:0.241 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.209 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.143 Diagnosis:9ccs211:Ot conn tiss:0.143 Maternal Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.139 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:1.000 Diagnosis:9ccs83:Epilepsy/cnv:0.228 Diagnosis:9ccs95:Oth nerv dx:0.146 Diagnosis:9ccs244:Other injury:0.126 Maternal Maternal Lab History: MCV-otherPregnancy:-0.126 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:0.125 Number of Visits:0.110 Diagnosis:9ccs113:Late eff CVD:0.104 Maternal Maternal Lab History: RUBELLA-otherPregnancy:-0.102 Maternal Maternal Lab History: RBC-otherPregnancy:0.100 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.489 Correlated most with: Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:1.000 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.539 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.431 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.359 Diagnosis:9ccs204:Ot joint dx:0.319 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.291 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.253 Maternal Vital: BMI Percentile-otherPregnancy:-0.233 Maternal Maternal Lab History: LDL-otherPregnancy:0.191 Diagnosis:9ccs211:Ot conn tiss:0.189 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 5.669 [0.795 40.431] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:1.000 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.837 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.385 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.328 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.311 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.300 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.240 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.203 Maternal Diagnosis:9ccs48:Thyroid dsor:0.188 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.184 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.505 Correlated most with: Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.378 Maternal Diagnosis:9ccs6:Hepatitis:0.334 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:-0.264 Maternal Maternal Procedure History:90656-postPregnancy:0.235 Maternal Maternal Procedure History:90471-otherPregnancy:0.193 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.162 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:-0.152 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.137 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.130 Vital: BP-avg19to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs2:Septicemia:-0.124 Maternal Diagnosis:9ccs62:Coag/hemr dx:-0.124 Diagnosis:9ccs159:UTI:0.085 Diagnosis:9ccs58:Ot nutrit dx:0.083 Diagnosis:9ccs224:Ot perint dx:-0.082 Diagnosis:9ccs83:Epilepsy/cnv:-0.074 Diagnosis:9ccs208:Acq foot def:0.068 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.068 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.068 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.058 Diagnosis:9ccs204:Ot joint dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs204:Ot joint dx:1.000 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.319 Diagnosis:9ccs242:Poisn ot med:0.283 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.241 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.213 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.200 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.194 Diagnosis:9ccs211:Ot conn tiss:0.163 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.131 Maternal Vital: BMI Percentile-otherPregnancy:-0.105 Maternal Maternal Lab History: NT MoM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: NT MoM-otherPregnancy:1.000 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.895 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.488 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.415 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.355 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.283 Newborn Diagnosis:9ccs95:Oth nerv dx:0.236 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.196 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.193 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.176 Maternal Maternal Lab History: HCG-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.505 Correlated most with: Maternal Maternal Lab History: HCG-otherPregnancy:1.000 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.429 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.370 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.346 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.288 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.281 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.224 Maternal Maternal Lab History: BUN-otherPregnancy:0.202 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.199 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.173 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:1.000 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.996 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.817 Maternal Maternal Lab History: PO2-postPregnancy:-0.574 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.493 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.449 Maternal Maternal Procedure History:97140-postPregnancy:-0.341 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.326 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:-0.290 Maternal Maternal Lab History: PTT-postPregnancy:0.265 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:1.000 Maternal Maternal Lab History: PT-otherPregnancy:0.394 Maternal Vital: RR-otherPregnancy:0.339 Maternal Maternal Lab History: INR-otherPregnancy:0.325 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.230 Maternal Maternal Lab History: PTT-otherPregnancy:-0.210 Maternal Maternal Procedure History:86703-otherPregnancy:0.169 Maternal Vital: RR-postPregnancy:-0.146 Maternal Maternal Lab History: SODIUM-otherPregnancy:0.124 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.114 Maternal Maternal Lab History: HERPES I IgG-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.491 Correlated most with: Maternal Maternal Lab History: HERPES I IgG-postPregnancy:1.000 Maternal Maternal Procedure History:36415-postPregnancy:0.247 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.151 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:0.147 Maternal Maternal Lab History: ANION GAP-otherPregnancy:-0.144 Maternal Maternal Lab History: ANION GAP-postPregnancy:-0.141 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.128 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.105 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.092 Maternal Maternal Lab History: URINE PH-postPregnancy:0.090 Maternal Maternal Lab History: eGFR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: eGFR-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:-0.273 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:-0.267 Maternal Maternal Procedure History:90658-postPregnancy:-0.232 Maternal Maternal Lab History: MUMPS IGG-postPregnancy:-0.229 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:-0.179 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.179 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.157 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:-0.155 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:-0.133 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.493 Correlated most with: Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:1.000 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.895 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.633 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.522 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.418 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.406 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.266 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.238 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.229 Newborn Diagnosis:9ccs95:Oth nerv dx:0.158 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.492 Correlated most with: Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.464 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.404 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.397 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.379 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.234 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.189 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.185 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.176 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:-0.149 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 3.777 [0.628 22.717] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:1.000 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.837 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.716 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.448 Maternal Vital: Wt Percentile-otherPregnancy:-0.364 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.362 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.335 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.300 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.268 Maternal Diagnosis:9ccs48:Thyroid dsor:0.244 Maternal Maternal Lab History: URINE SUGAR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: URINE SUGAR-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:-0.286 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.272 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:0.230 Maternal Maternal Lab History: INR-otherPregnancy:-0.206 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.130 Maternal Maternal Lab History: INR-postPregnancy:-0.123 Maternal Maternal Lab History: SODIUM-otherPregnancy:0.116 Maternal Maternal Lab History: PT-postPregnancy:-0.107 Newborn Diagnosis:9ccs217:Ot cong anom:0.106 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:-0.190 Diagnosis:9ccs76:Meningitis:0.160 Diagnosis:9ccs153:GI hemorrhag:0.146 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:-0.141 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.117 Maternal Maternal Lab History: HCG-postPregnancy:0.106 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.105 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.104 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.101 Maternal Maternal Lab History: PTT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.493 Correlated most with: Maternal Maternal Lab History: PTT-otherPregnancy:1.000 Maternal Maternal Lab History: INR-otherPregnancy:0.549 Maternal Maternal Lab History: PT-otherPregnancy:0.465 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.346 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.344 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.282 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.276 Maternal Diagnosis:9ccs238:Complic proc:-0.240 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.232 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:-0.210 Maternal Maternal Lab History: TP VOLUME-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: TP VOLUME-otherPregnancy:1.000 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.688 Maternal Vital: Wt Percentile-otherPregnancy:0.581 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.335 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.325 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.290 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.248 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.232 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.230 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.203 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.798 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.777 Maternal Vital: SpO2-postPregnancy:-0.542 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.518 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.387 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.349 Diagnosis:9ccs242:Poisn ot med:0.339 Maternal Vital: RR-postPregnancy:0.302 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.286 Maternal Maternal Lab History: 1 HOUR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.507 Correlated most with: Maternal Maternal Lab History: 1 HOUR-postPregnancy:1.000 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.656 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.620 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.448 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.417 Maternal Maternal Lab History: FASTING-postPregnancy:0.370 Maternal Maternal Procedure History:99211-otherPregnancy:0.356 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.336 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.321 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.319 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:1.000 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.964 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.900 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.516 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.265 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.252 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.226 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.218 Maternal Maternal Lab History: FASTING-postPregnancy:-0.217 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.214 Maternal Diagnosis:9ccs238:Complic proc | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Diagnosis:9ccs238:Complic proc:1.000 Maternal Maternal Lab History: PTT-otherPregnancy:-0.240 Maternal Maternal Lab History: PT-otherPregnancy:-0.205 Maternal Diagnosis:9ccs84:Headache/mig:0.132 Diagnosis:9ccs214:GI cong anom:0.113 Maternal Maternal Lab History: INR-otherPregnancy:-0.112 Diagnosis:9ccs244:Other injury:0.099 Diagnosis:9ccs122:Pneumonia:0.098 Diagnosis:9ccs215:gu cong anom:0.097 Maternal Maternal Lab History: URIC ACID-otherPregnancy:-0.094 Diagnosis:9ccs61:Sickle cell | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs61:Sickle cell:1.000 Diagnosis:9ccs64:Ot hematl dx:0.232 Maternal Diagnosis:9ccs61:Sickle cell:0.218 Maternal Diagnosis:9ccs172:Ovarian cyst:0.146 Maternal Diagnosis:9ccs46:Bnign ut neo:0.113 Diagnosis:9ccs259:Unclassified:0.111 Newborn Diagnosis:9ccs256:Exam/eval:0.082 Maternal Diagnosis:9ccs190:Fetal distrs:0.078 Diagnosis:9ccs198:Ot infl skin:0.075 Lab:295669 BILIRUBIN DIRECT - LMC:0.070 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:1.000 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.431 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.413 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.390 Maternal Maternal Procedure History:87880-postPregnancy:0.330 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.295 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.288 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.280 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.270 Diagnosis:9ccs211:Ot conn tiss:0.230 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.556 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.347 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.230 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.210 Maternal Maternal Lab History: FASTING-otherPregnancy:-0.177 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.157 Diagnosis:9ccs147:Anal/rectal:-0.145 Maternal Diagnosis:9ccs128:Asthma:0.129 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:-0.129 Maternal Maternal Lab History: HERPES II IgG-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: HERPES II IgG-postPregnancy:1.000 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.743 Maternal Maternal Lab History: UIBC-postPregnancy:-0.663 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.353 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.344 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:-0.267 Maternal Maternal Lab History: PO2-postPregnancy:-0.203 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.191 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:-0.177 Maternal Maternal Lab History: PH-postPregnancy:0.171 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:1.000 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.362 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.360 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.307 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.299 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.293 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.251 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:-0.240 Maternal Maternal Lab History: PT-postPregnancy:0.187 Diagnosis:9ccs89:Blindness:0.160 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:1.000 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.692 Maternal Maternal Procedure History:97140-postPregnancy:0.537 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.513 Maternal Maternal Procedure History:97110-postPregnancy:0.320 Maternal Maternal Lab History: PO2-postPregnancy:0.277 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.258 Maternal Maternal Lab History: PTT-postPregnancy:-0.226 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.224 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.224 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.491 Correlated most with: Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.709 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.610 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.527 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.521 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.404 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.341 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.260 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:-0.234 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.190 Lab:306605 BILIRUBIN DIRECT - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.507 Correlated most with: Lab:306605 BILIRUBIN DIRECT - Sunrise:1.000 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.334 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.246 Maternal Maternal Procedure History:90746-postPregnancy:0.240 Diagnosis:9ccs247:Lymph enlarg:0.206 Maternal Maternal Lab History: A/G-otherPregnancy:-0.179 Maternal Maternal Procedure History:S9470-otherPregnancy:0.177 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:-0.175 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.166 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:-0.136 Vital: HC Percentile-gain7to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs204:Ot joint dx:-0.148 Diagnosis:9ccs242:Poisn ot med:-0.148 Diagnosis:9ccs3:Oth bact inf:-0.121 Diagnosis:9ccs251:Abdomnl pain:-0.109 Newborn Diagnosis:9ccs95:Oth nerv dx:0.106 Diagnosis:9ccs167:Breast dx:-0.105 Diagnosis:9ccs238:Complic proc:0.096 Diagnosis:9ccs216:Nerv cong an:0.084 Diagnosis:9ccs8:Oth infectns:-0.069 Newborn Diagnosis:9ccs96:Hrt valve dx:0.067 Maternal Maternal Procedure History:99211-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.509 Correlated most with: Maternal Maternal Procedure History:99211-otherPregnancy:1.000 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.514 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.414 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.391 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.356 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.344 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.324 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.223 Maternal Maternal Procedure History:S9470-postPregnancy:0.197 Maternal Maternal Lab History: FASTING-otherPregnancy:-0.167 Maternal Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.527 Maternal Maternal Lab History: PT-otherPregnancy:-0.458 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.408 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.364 Maternal Maternal Lab History: INR-otherPregnancy:-0.250 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:0.217 Maternal Diagnosis:9ccs168:PID:0.192 Maternal Maternal Lab History: VLDL-postPregnancy:0.190 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.185 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.489 Correlated most with: Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:1.000 Maternal Maternal Lab History: LDL-otherPregnancy:0.851 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.665 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.605 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.539 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.326 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.288 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.224 Diagnosis:9ccs204:Ot joint dx:0.213 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.194 Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.400 [0.052 3.055] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs55:Fluid/elc dx:1.000 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.129 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.128 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:-0.099 Maternal Maternal Procedure History:90656-postPregnancy:0.093 Diagnosis:9ccs204:Ot joint dx:0.092 Diagnosis:9ccs242:Poisn ot med:0.092 Diagnosis:9ccs219:Low birth wt:0.091 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.090 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.087 Maternal Diagnosis:9ccs5:HIV infectn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.509 Correlated most with: Maternal Diagnosis:9ccs5:HIV infectn:1.000 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.287 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:0.194 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.157 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.156 Maternal Maternal Lab History: IRON-postPregnancy:-0.143 Maternal Diagnosis:9ccs46:Bnign ut neo:0.141 Diagnosis:9ccs216:Nerv cong an:0.141 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.138 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.132 Vital: HC Percentile-avg7to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs238:Complic proc:-0.367 Diagnosis:9ccs204:Ot joint dx:0.161 Diagnosis:9ccs242:Poisn ot med:0.161 Maternal Diagnosis:9ccs49:DiabMel no c:-0.146 Diagnosis:9ccs95:Oth nerv dx:-0.128 Diagnosis:9ccs143:Abdom hernia:-0.119 Diagnosis:9ccs251:Abdomnl pain:0.118 Diagnosis:9ccs167:Breast dx:0.114 Newborn Diagnosis:9ccs94:Other ear dx:0.111 Diagnosis:9ccs138:Esophgeal dx:-0.111 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:1.000 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.449 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.445 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.376 Diagnosis:9ccs168:PID:0.273 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:-0.258 Diagnosis:9ccs205:Back problem:0.223 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:-0.195 Maternal Maternal Lab History: PO2-postPregnancy:-0.180 Maternal Maternal Lab History: PH-otherPregnancy:0.179 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:1.000 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.522 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.488 Lab:323825 STREP SCREEN THROAT - Sunrise:0.487 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.477 Maternal Maternal Lab History: HCG-otherPregnancy:-0.370 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.344 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.343 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.309 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.283 Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs163:Other GU dx:1.000 Diagnosis:9ccs168:PID:0.200 Diagnosis:9ccs215:gu cong anom:0.137 Diagnosis:9ccs159:UTI:0.106 Diagnosis:9ccs242:Poisn ot med:0.104 Diagnosis:9ccs175:Ot femal gen:0.104 Diagnosis:9ccs244:Other injury:0.101 Diagnosis:9ccs224:Ot perint dx:0.101 Number of Visits:0.089 Diagnosis:9ccs243:Poisn nonmed:0.085 Maternal Maternal Lab History: LDL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.489 Correlated most with: Maternal Maternal Lab History: LDL-otherPregnancy:1.000 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.864 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.851 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.635 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.325 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.252 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.238 Maternal Maternal Lab History: FREE T3-postPregnancy:-0.221 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:-0.198 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.191 Vital: Wt for Len Percentile-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.507 Correlated most with: Lab:297262 HEMOGLOBIN (HEMOCUE):0.133 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.109 Newborn Diagnosis:9ccs221:Resp distres:0.095 Newborn Diagnosis:9ccs253:Allergy:0.085 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.082 Diagnosis:9ccs239:Superfic inj:-0.068 Diagnosis:9ccs215:gu cong anom:0.067 Diagnosis:9ccs197:Skin infectn:-0.065 Maternal Diagnosis:9ccs106:Dysrhythmia:0.056 Diagnosis:9ccs90:Eye infectn:0.046 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:1.000 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.408 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.335 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.206 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.203 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.189 Maternal Maternal Lab History: RDW-otherPregnancy:-0.188 Maternal Maternal Procedure History:36415-otherPregnancy:0.178 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.167 Maternal Maternal Procedure History:36415-postPregnancy:0.167 Lab:321981 BILIRUBIN TOTAL - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.507 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:1.000 Maternal Maternal Procedure History:99211-otherPregnancy:0.391 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.343 Maternal Maternal Procedure History:90746-postPregnancy:0.259 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.227 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.227 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.212 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.208 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.206 Maternal Maternal Lab History: A/G-otherPregnancy:-0.193 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:1.000 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.448 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.417 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.415 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.408 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.389 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.385 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.329 Maternal Maternal Lab History: HCG-otherPregnancy:-0.288 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.257 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:1.000 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.716 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.688 Maternal Vital: Wt Percentile-otherPregnancy:0.617 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.389 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.314 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.309 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.300 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.275 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.271 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.550 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.537 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.527 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.450 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.391 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.379 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:-0.305 Maternal Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:-0.228 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:0.211 Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:1.000 Diagnosis:9ccs83:Epilepsy/cnv:0.193 Diagnosis:9ccs51:Ot endo dsor:0.113 Maternal Diagnosis:9ccs48:Thyroid dsor:0.109 Diagnosis:9ccs167:Breast dx:0.104 Maternal Diagnosis:9ccs182:Hemorr preg:0.083 Diagnosis:9ccs247:Lymph enlarg:0.075 Number of Visits:0.071 Diagnosis:9ccs7:Viral infect:0.070 Diagnosis:9ccs124:Tonsillitis:0.066 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.505 Correlated most with: Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.709 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.606 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.550 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.526 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.464 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.317 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.262 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.259 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:-0.232 Vital: HC Percentile-avg13to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs163:Other GU dx:-0.238 Diagnosis:9ccs219:Low birth wt:-0.163 Maternal Diagnosis:9ccs128:Asthma:-0.132 Diagnosis:9ccs204:Ot joint dx:0.117 Diagnosis:9ccs242:Poisn ot med:0.117 Diagnosis:9ccs224:Ot perint dx:-0.111 Maternal Maternal Procedure History:86703-postPregnancy:0.101 Diagnosis:9ccs113:Late eff CVD:-0.092 Diagnosis:9ccs159:UTI:-0.089 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.089 Maternal Maternal Procedure History:97140-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Procedure History:97140-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.704 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.537 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.500 Maternal Maternal Procedure History:97110-postPregnancy:0.369 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.341 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.321 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.282 Maternal Maternal Lab History: PTT-postPregnancy:-0.275 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.273 Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs117:Ot circul dx:1.000 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.312 Diagnosis:9ccs213:Cardiac anom:0.310 Diagnosis:9ccs96:Hrt valve dx:0.230 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.153 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.119 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.092 Diagnosis:9ccs205:Back problem:0.091 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.088 Newborn Diagnosis:9ccs96:Hrt valve dx:0.083 Maternal Maternal Lab History: GTT 90 MIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: GTT 90 MIN-postPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:0.423 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.163 Maternal Maternal Lab History: 2 HOUR-postPregnancy:-0.155 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.154 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.115 Maternal Maternal Lab History: VLDL-postPregnancy:0.111 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.104 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.100 Maternal Maternal Lab History: PT-postPregnancy:-0.086 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.489 Correlated most with: Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:1.000 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.656 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.359 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:-0.349 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.348 Maternal Maternal Lab History: FASTING-postPregnancy:0.327 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.310 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.280 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.260 Maternal Maternal Procedure History:96372-otherPregnancy:-0.233 Maternal Diagnosis:9ccs98:HTN | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.507 Correlated most with: Maternal Diagnosis:9ccs98:HTN:1.000 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.393 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.270 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.229 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.211 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.199 Maternal Diagnosis:9ccs183:HTN in preg:0.188 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.179 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:0.178 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.176 Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs216:Nerv cong an:1.000 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:0.168 Newborn Diagnosis:9ccs95:Oth nerv dx:0.155 Maternal Diagnosis:9ccs5:HIV infectn:0.141 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.136 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.136 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.120 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:-0.113 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:-0.113 Diagnosis:9ccs208:Acq foot def:0.102 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:1.000 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.964 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.751 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.423 Maternal Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:-0.231 Maternal Maternal Lab History: VLDL-postPregnancy:0.226 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.224 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.223 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.216 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.213 Diagnosis:9ccs242:Poisn ot med | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs242:Poisn ot med:1.000 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.339 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.336 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.329 Diagnosis:9ccs204:Ot joint dx:0.283 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.262 Maternal Vital: SpO2-postPregnancy:-0.230 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.217 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.173 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.159 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:1.000 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.996 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.820 Maternal Maternal Lab History: PO2-postPregnancy:0.611 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.476 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.445 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.308 Maternal Maternal Procedure History:97140-postPregnancy:0.282 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.269 Maternal Maternal Lab History: INR-postPregnancy:-0.268 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:1.000 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.900 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.751 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.586 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.302 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.276 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.248 Maternal Maternal Lab History: FASTING-postPregnancy:-0.234 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:-0.234 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.223 Maternal Maternal Lab History: URIC ACID-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: URIC ACID-otherPregnancy:1.000 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.566 Maternal Maternal Lab History: A/G-otherPregnancy:-0.330 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.310 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.295 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.260 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.241 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.235 Maternal Maternal Lab History: A/G-postPregnancy:-0.234 Maternal Maternal Procedure History:86703-postPregnancy:0.231 Maternal Maternal Procedure History:97112-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:97112-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.372 Maternal Maternal Procedure History:97110-postPregnancy:0.302 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.300 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.236 Maternal Maternal Procedure History:97001-postPregnancy:-0.222 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.195 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.183 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.142 Diagnosis:9ccs76:Meningitis:-0.139 Maternal Maternal Lab History: GFR in African American-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: GFR in African American-otherPregnancy:1.000 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:1.000 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.467 Lab:323825 STREP SCREEN THROAT - Sunrise:0.424 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.344 Maternal Maternal Lab History: PH-otherPregnancy:0.321 Maternal Maternal Lab History: BUN-otherPregnancy:-0.265 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:-0.210 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.210 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.182 Maternal Maternal Lab History: 3 HOUR-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: 3 HOUR-postPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.496 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.348 Maternal Maternal Lab History: INR-postPregnancy:0.321 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.257 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.257 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.252 Maternal Maternal Lab History: AFP-postPregnancy:0.202 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.156 Maternal Maternal Lab History: FASTING-postPregnancy:0.156 Maternal Vital: Wt Percentile-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Vital: Wt Percentile-otherPregnancy:1.000 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.617 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.581 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.365 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.364 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.327 Maternal Vital: BMI Percentile-otherPregnancy:0.279 Maternal Vital: Ht Percentile-otherPregnancy:0.248 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.245 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.242 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.840 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.559 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:-0.423 Diagnosis:9ccs238:Complic proc:0.415 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:-0.393 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.311 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.290 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:-0.276 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.223 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.507 Correlated most with: Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:1.000 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.462 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.359 Maternal Maternal Lab History: FREE T-4-otherPregnancy:0.324 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:-0.317 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.270 Maternal Maternal Lab History: LDL-otherPregnancy:-0.238 Maternal Maternal Lab History: LDH-otherPregnancy:-0.214 Newborn Diagnosis:9ccs95:Oth nerv dx:0.205 Diagnosis:9ccs204:Ot joint dx:0.200 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.491 Correlated most with: Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:1.000 Maternal Maternal Lab History: FREE T3-postPregnancy:-0.666 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.435 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:-0.426 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.341 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.280 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.266 Maternal Maternal Procedure History:96372-otherPregnancy:0.261 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.253 Maternal Maternal Procedure History:81000-otherPregnancy:0.249 Maternal Maternal Procedure History:90470-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.505 Correlated most with: Maternal Maternal Procedure History:90470-postPregnancy:1.000 Maternal Maternal Procedure History:90663-postPregnancy:0.992 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.502 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.361 Maternal Maternal Lab History: ALT-postPregnancy:0.346 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.294 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.262 Maternal Maternal Lab History: AMYLASE-postPregnancy:0.251 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.241 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.207 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:1.000 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.854 Maternal Maternal Procedure History:90658-postPregnancy:0.608 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.573 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.573 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.549 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.503 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.427 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.370 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.341 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:1.000 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.566 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.334 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.294 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.212 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.197 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.189 Maternal Maternal Lab History: FASTING-otherPregnancy:0.187 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.177 Maternal Maternal Lab History: PAPP-A-otherPregnancy:-0.169 Maternal Maternal Lab History: PO2-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: PO2-postPregnancy:1.000 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.689 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.671 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.611 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.574 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.470 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.408 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:-0.391 Maternal Maternal Lab History: INR-postPregnancy:-0.351 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.277 Maternal Maternal Lab History: MUMPS IGG-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: MUMPS IGG-postPregnancy:1.000 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:0.353 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.249 Maternal Maternal Lab History: eGFR-postPregnancy:-0.229 Maternal Maternal Procedure History:90649-postPregnancy:-0.159 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.123 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.120 Maternal Maternal Procedure History:81025-postPregnancy:0.115 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:-0.109 Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.095 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.468 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:-0.333 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.268 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.268 Maternal Maternal Procedure History:90656-postPregnancy:0.268 Diagnosis:9ccs51:Ot endo dsor:0.205 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.180 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.158 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.154 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.347 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.331 Maternal Maternal Lab History: AST-postPregnancy:0.180 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.163 Diagnosis:9ccs147:Anal/rectal:-0.151 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.148 Maternal Vital: Ht-otherPregnancy:-0.145 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.145 Maternal Maternal Lab History: ALT-postPregnancy:0.132 Maternal Maternal Procedure History:36416-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.509 Correlated most with: Maternal Maternal Procedure History:36416-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.857 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.215 Newborn Diagnosis:9ccs223:Birth trauma:0.211 Maternal Maternal Lab History: CHLORIDE-postPregnancy:-0.202 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.180 Maternal Diagnosis:9ccs188:Pelvic obstr:0.165 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.164 Maternal Maternal Procedure History:97140-postPregnancy:-0.163 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.155 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.893 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.803 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.733 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.506 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.469 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.405 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.327 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.318 Maternal Maternal Procedure History:81025-otherPregnancy:-0.311 Maternal Maternal Lab History: T-3(Total)-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: T-3(Total)-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.537 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.328 Maternal Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.314 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.274 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.265 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.264 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.257 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.257 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.235 Maternal Vital: Ht Percentile-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Vital: Ht Percentile-otherPregnancy:1.000 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.341 Maternal Vital: Ht Percentile-postPregnancy:0.284 Maternal Vital: Wt Percentile-otherPregnancy:0.248 Maternal Diagnosis:9ccs149:Biliary dx:0.239 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:-0.200 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.200 Maternal Vital: BMI Percentile-otherPregnancy:0.196 Diagnosis:9ccs83:Epilepsy/cnv:0.190 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:-0.188 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:1.000 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:-0.420 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.305 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.274 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.228 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.199 Maternal Diagnosis:9ccs5:HIV infectn:0.194 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.182 Diagnosis:9ccs216:Nerv cong an:0.168 Maternal Maternal Procedure History:81025-otherPregnancy:0.167 Maternal Maternal Lab History: GFR Calculation-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: GFR Calculation-otherPregnancy:1.000 Maternal Maternal Lab History: GFR in African American-otherPregnancy:1.000 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.468 Lab:323825 STREP SCREEN THROAT - Sunrise:0.423 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.343 Maternal Maternal Lab History: PH-otherPregnancy:0.321 Maternal Maternal Lab History: BUN-otherPregnancy:-0.265 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:-0.210 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.210 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.182 Maternal Maternal Lab History: AMYLASE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.489 Correlated most with: Maternal Maternal Lab History: AMYLASE-postPregnancy:1.000 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.353 Maternal Maternal Lab History: PT-postPregnancy:-0.332 Maternal Maternal Lab History: INR-postPregnancy:-0.260 Maternal Maternal Procedure History:90470-postPregnancy:0.251 Maternal Maternal Procedure History:90663-postPregnancy:0.251 Maternal Maternal Lab History: ALT-postPregnancy:0.221 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.211 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.190 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.182 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.484 Correlated most with: Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.818 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.688 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.659 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.437 Maternal Maternal Lab History: INR-otherPregnancy:0.410 Maternal Maternal Lab History: PTT-otherPregnancy:0.344 Maternal Maternal Lab History: LDH-postPregnancy:0.343 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.336 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.284 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.509 Correlated most with: Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.346 Maternal Maternal Procedure History:81025-otherPregnancy:0.329 Maternal Maternal Procedure History:97112-postPregnancy:0.300 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:-0.276 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:-0.264 Maternal Maternal Lab History: T-3(Total)-postPregnancy:0.257 Maternal Maternal Procedure History:97001-postPregnancy:-0.247 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.224 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.217 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:1.000 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.334 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.305 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.278 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.255 Maternal Maternal Lab History: T-3(Total)-postPregnancy:0.235 Maternal Maternal Procedure History:S9470-otherPregnancy:0.234 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:-0.219 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.212 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.210 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.484 Correlated most with: Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.688 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.635 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.568 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.350 Maternal Maternal Lab History: INR-otherPregnancy:0.328 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.292 Maternal Maternal Lab History: LDH-postPregnancy:0.286 Maternal Maternal Lab History: PTT-otherPregnancy:0.276 Maternal Maternal Lab History: FASTING-postPregnancy:0.254 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.488 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.326 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.307 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.283 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.260 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.259 Maternal Maternal Lab History: LDL-otherPregnancy:-0.252 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.232 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.223 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.440 Maternal Maternal Procedure History:87880-postPregnancy:0.373 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.373 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.316 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.295 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:-0.238 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:-0.174 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:-0.166 Maternal Maternal Lab History: POLYS-postPregnancy:0.159 Maternal Diagnosis:9ccs172:Ovarian cyst | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.507 Correlated most with: Maternal Diagnosis:9ccs172:Ovarian cyst:1.000 Diagnosis:9ccs175:Ot femal gen:0.166 Maternal Diagnosis:9ccs46:Bnign ut neo:0.155 Diagnosis:9ccs61:Sickle cell:0.146 Maternal Diagnosis:9ccs149:Biliary dx:0.138 Diagnosis:9ccs205:Back problem:0.125 Newborn Diagnosis:9ccs96:Hrt valve dx:0.115 Newborn Diagnosis:9ccs222:Perint jaund:0.091 Diagnosis:9ccs134:Ot uppr resp:0.067 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.066 Maternal Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.509 Correlated most with: Maternal Diagnosis:9ccs91:Other eye dx:1.000 Maternal Diagnosis:9ccs196:Nml preg/del:-0.494 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.113 Diagnosis:9ccs83:Epilepsy/cnv:0.104 Maternal Maternal Lab History: BUN-postPregnancy:-0.102 Maternal Vital: Temp-otherPregnancy:0.101 Maternal Maternal Procedure History:90471-otherPregnancy:0.098 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:-0.097 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.089 Maternal Vital: PL-otherPregnancy:0.087 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.910 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.893 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.782 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.319 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.296 Maternal Maternal Lab History: POLYS-otherPregnancy:0.263 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.243 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.216 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.207 Maternal Maternal Lab History: APF MoM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: APF MoM-otherPregnancy:1.000 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.662 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.380 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.339 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:-0.334 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.329 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.309 Maternal Maternal Lab History: PAPP-A-postPregnancy:0.237 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.232 Diagnosis:9ccs205:Back problem:0.213 Newborn Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.507 Correlated most with: Newborn Diagnosis:9ccs95:Oth nerv dx:1.000 Maternal Maternal Lab History: FREE T-4-otherPregnancy:0.242 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.236 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.228 Maternal Maternal Lab History: FASTING-otherPregnancy:-0.222 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.205 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.198 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.162 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.158 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.158 Maternal Maternal Lab History: MONOCYTE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: MONOCYTE-otherPregnancy:1.000 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.425 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.420 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.299 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.228 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.182 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.182 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.175 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.173 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.169 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.910 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.733 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.528 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.432 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.292 Maternal Maternal Lab History: POLYS-otherPregnancy:0.275 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.270 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.251 Maternal Diagnosis:9ccs159:UTI:0.204 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:1.000 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.803 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.782 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.528 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.354 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.329 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.292 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.284 Maternal Maternal Procedure History:81025-otherPregnancy:-0.212 Maternal Maternal Lab History: RUBELLA-postPregnancy:0.208 Vital: Wt for Len Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.489 Correlated most with: Maternal Vital: Temp-postPregnancy:-0.100 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.078 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.071 Newborn Diagnosis:9ccs221:Resp distres:0.068 Maternal Diagnosis:9ccs60:Acut p-h anm:-0.064 Newborn Diagnosis:9ccs253:Allergy:0.060 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.058 Diagnosis:9ccs256:Exam/eval:-0.058 Diagnosis:9ccs258:Other screen:-0.057 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.052 Vital: BP-avg16to19 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.073 Diagnosis:9ccs96:Hrt valve dx:-0.068 Diagnosis:9ccs59:Anemia:0.066 Maternal Diagnosis:9ccs59:Anemia:-0.061 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.059 Maternal Diagnosis:9ccs186:DM in preg:-0.055 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.054 Maternal Vital: BP-postPregnancy:0.048 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.048 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.048 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.432 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.398 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.321 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.207 Maternal Diagnosis:9ccs159:UTI:0.185 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:-0.180 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.171 Maternal Maternal Lab History: PH-otherPregnancy:-0.161 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.158 Diagnosis:9ccs238:Complic proc | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs238:Complic proc:1.000 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.415 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.406 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.271 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:-0.204 Maternal Maternal Procedure History:81025-otherPregnancy:0.194 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:-0.190 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.145 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.144 Maternal Maternal Procedure History:36415-otherPregnancy:0.141 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.505 Correlated most with: Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:1.000 Maternal Maternal Procedure History:97014-postPregnancy:0.576 Maternal Maternal Procedure History:97112-postPregnancy:-0.372 Maternal Maternal Procedure History:97001-postPregnancy:-0.183 Maternal Maternal Procedure History:97140-postPregnancy:-0.167 Maternal Maternal Lab History: FREE T-4-postPregnancy:0.147 Maternal Maternal Procedure History:97110-postPregnancy:0.135 Maternal Maternal Lab History: URIC ACID-postPregnancy:-0.125 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.119 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.117 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.836 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.429 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.398 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.321 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.311 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.295 Maternal Maternal Procedure History:81025-otherPregnancy:0.269 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.264 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.249 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:1.000 Maternal Maternal Lab History: LDL-otherPregnancy:-0.635 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.605 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.488 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.355 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.351 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.266 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.241 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.231 Newborn Diagnosis:9ccs95:Oth nerv dx:0.198 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.621 Maternal Maternal Procedure History:86703-otherPregnancy:0.171 Maternal Maternal Lab History: AFP-otherPregnancy:-0.155 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.133 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.128 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:-0.121 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:-0.113 Maternal Maternal Procedure History:86580-otherPregnancy:0.105 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.103 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:1.000 Maternal Vital: Wt Change-otherPregnancy:0.335 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.215 Maternal Maternal Lab History: FREE T3-postPregnancy:-0.160 Maternal Vital: PL-postPregnancy:-0.134 Newborn Diagnosis:9ccs217:Ot cong anom:0.124 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.120 Newborn Diagnosis:9ccs94:Other ear dx:-0.120 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.097 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.093 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:1.000 Maternal Maternal Lab History: PAPP-A-otherPregnancy:-0.491 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.446 Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.430 Maternal Maternal Lab History: HCG-otherPregnancy:-0.346 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.238 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.231 Maternal Maternal Procedure History:86580-otherPregnancy:-0.222 Lab:323825 STREP SCREEN THROAT - Sunrise:0.215 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.201 Diagnosis:9ccs175:Ot femal gen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs175:Ot femal gen:1.000 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.205 Maternal Vital: PL-otherPregnancy:-0.188 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.166 Maternal Diagnosis:9ccs172:Ovarian cyst:0.166 Maternal Maternal Procedure History:96372-postPregnancy:0.141 Maternal Diagnosis:9ccs46:Bnign ut neo:0.130 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.122 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.117 Diagnosis:9ccs240:Burns:0.104 Maternal Maternal Lab History: INHMOM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: INHMOM-otherPregnancy:1.000 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.662 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.543 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.528 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.417 Maternal Maternal Lab History: PAPP-A-postPregnancy:0.284 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.229 Diagnosis:9ccs205:Back problem:0.210 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.202 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.201 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.836 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.500 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.464 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.405 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.398 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.318 Maternal Maternal Procedure History:81025-otherPregnancy:0.306 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.304 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.292 Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.498 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:0.430 Diagnosis:9ccs140:Gastritis:0.256 Maternal Diagnosis:9ccs7:Viral infect:0.256 Maternal Maternal Lab History: PH-otherPregnancy:-0.210 Maternal Maternal Procedure History:90471-otherPregnancy:0.202 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.194 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:-0.190 Maternal Maternal Lab History: POLYS-otherPregnancy:0.109 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.397 Maternal Maternal Lab History: VLDL-postPregnancy:-0.336 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.265 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.244 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.209 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:-0.205 Maternal Maternal Lab History: FASTING-postPregnancy:-0.176 Maternal Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:0.151 Maternal Maternal Procedure History:97112-postPregnancy:0.142 Lab:323825 STREP SCREEN THROAT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:1.000 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.487 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.424 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.423 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.230 Maternal Maternal Lab History: HCG-otherPregnancy:-0.224 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.224 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:0.215 Diagnosis:9ccs76:Meningitis:0.208 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:-0.197 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.491 Correlated most with: Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:1.000 Maternal Maternal Lab History: VLDL-postPregnancy:0.270 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.244 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.225 Maternal Maternal Procedure History:99211-otherPregnancy:-0.223 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.220 Maternal Maternal Lab History: 2 HOUR-postPregnancy:-0.196 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.192 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.188 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:-0.181 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.790 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.709 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.604 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.514 Maternal Maternal Procedure History:36415-postPregnancy:0.392 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.337 Diagnosis:9ccs251:Abdomnl pain:0.254 Maternal Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:-0.203 Maternal Maternal Lab History: A/G-otherPregnancy:0.196 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.489 Correlated most with: Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.462 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.418 Maternal Maternal Procedure History:87880-postPregnancy:0.401 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.384 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.316 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.280 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:-0.236 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.209 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.168 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.511 Correlated most with: Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:1.000 Maternal Maternal Procedure History:99401-postPregnancy:0.317 Newborn Diagnosis:9ccs96:Hrt valve dx:0.235 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.234 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.232 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:-0.200 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.181 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:-0.174 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.173 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.164 Maternal Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:1.000 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:-0.333 Maternal Maternal Lab History: T-3(Total)-postPregnancy:0.314 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.228 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.167 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.167 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.152 Maternal Maternal Lab History: PAPP-A-otherPregnancy:-0.149 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.139 Maternal Maternal Procedure History:99401-otherPregnancy:0.139 Vital : 0.83946246503 Number of Visits : 0.0118224299777 MatDeliveryAge : 0.00734843281119 Maternal Vital : 0.0140092626603 Maternal Diagnosis : 0.0212007993983 Diagnosis : 0.0118557235379 Census : 0.0537711005197 Maternal Maternal Lab History : 0.0314471620053 Newborn Diagnosis : 0.00454604626398 Maternal Maternal Diagnosis : 0.0031575631148 Maternal Maternal Procedure History : 0.00121485006559 Lab : 0.000164164615049 Time to run analysis 0:32:45.699489 Total Time elapsed 15:28:50.538969 ----------------------------------------------------- girls min_5 full gradientboost regression Running batch 1 of 7 with 16 nodes Bootstrap CV 10, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.815, R^2 test: 0.192 Bootstrap CV 10, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.861, R^2 test: 0.226 Bootstrap CV 10, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.857, R^2 test: 0.198 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.964, Explained Variance Score Train: 0.795 AUC Validation: 0.829, Explained Variance Score Validation: 0.248 AUC Test: 0.778, Explained Variance Score Test: 0.307 Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.743, R^2 test: 0.201 Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.818, R^2 test: 0.170 Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.812, R^2 test: 0.188 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.941, Explained Variance Score Train: 0.734 AUC Validation: 0.788, Explained Variance Score Validation: 0.269 AUC Test: 0.801, Explained Variance Score Test: 0.239 Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.816, R^2 test: 0.121 Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.876, R^2 test: 0.132 Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.867, R^2 test: 0.114 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.984, Explained Variance Score Train: 0.860 AUC Validation: 0.667, Explained Variance Score Validation: 0.121 AUC Test: 0.790, Explained Variance Score Test: 0.272 Bootstrap CV 15, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.856, R^2 test: 0.322 Bootstrap CV 15, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.903, R^2 test: 0.325 Bootstrap CV 15, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.903, R^2 test: 0.319 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.973, Explained Variance Score Train: 0.881 AUC Validation: 0.832, Explained Variance Score Validation: 0.346 AUC Test: 0.777, Explained Variance Score Test: 0.276 Bootstrap CV 12, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.693, R^2 test: 0.089 Bootstrap CV 12, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.715, R^2 test: 0.058 Bootstrap CV 12, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.835, R^2 test: -0.205 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.939, Explained Variance Score Train: 0.775 AUC Validation: 0.792, Explained Variance Score Validation: 0.077 AUC Test: 0.796, Explained Variance Score Test: 0.285 Bootstrap CV 13, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.832, R^2 test: 0.330 Bootstrap CV 13, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.874, R^2 test: 0.380 Bootstrap CV 13, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.868, R^2 test: 0.319 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.983, Explained Variance Score Train: 0.864 AUC Validation: 0.880, Explained Variance Score Validation: 0.355 AUC Test: 0.783, Explained Variance Score Test: 0.287 Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.839, R^2 test: 0.145 Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.879, R^2 test: 0.143 Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.921, R^2 test: 0.128 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.966, Explained Variance Score Train: 0.878 AUC Validation: 0.667, Explained Variance Score Validation: 0.116 AUC Test: 0.792, Explained Variance Score Test: 0.318 Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.722, R^2 test: 0.146 Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.781, R^2 test: 0.180 Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.898, R^2 test: 0.174 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.977, Explained Variance Score Train: 0.910 AUC Validation: 0.722, Explained Variance Score Validation: 0.163 AUC Test: 0.781, Explained Variance Score Test: 0.248 Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.705, R^2 test: 0.339 Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.762, R^2 test: 0.341 Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.820, R^2 test: 0.358 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.952, Explained Variance Score Train: 0.760 AUC Validation: 0.817, Explained Variance Score Validation: 0.366 AUC Test: 0.775, Explained Variance Score Test: 0.222 Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.821, R^2 test: 0.178 Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.856, R^2 test: 0.167 Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.898, R^2 test: 0.190 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.986, Explained Variance Score Train: 0.900 AUC Validation: 0.740, Explained Variance Score Validation: 0.180 AUC Test: 0.803, Explained Variance Score Test: 0.281 Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.750, R^2 test: 0.213 Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.770, R^2 test: 0.223 Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.859, R^2 test: 0.258 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.977, Explained Variance Score Train: 0.849 AUC Validation: 0.788, Explained Variance Score Validation: 0.268 AUC Test: 0.800, Explained Variance Score Test: 0.323 Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.725, R^2 test: 0.208 Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.783, R^2 test: 0.219 Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.780, R^2 test: 0.223 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.989, Explained Variance Score Train: 0.784 AUC Validation: 0.722, Explained Variance Score Validation: 0.223 AUC Test: 0.796, Explained Variance Score Test: 0.261 Bootstrap CV 11, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.784, R^2 test: 0.159 Bootstrap CV 11, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.786, R^2 test: 0.168 Bootstrap CV 11, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.879, R^2 test: 0.149 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.958, Explained Variance Score Train: 0.832 AUC Validation: 0.759, Explained Variance Score Validation: 0.233 AUC Test: 0.799, Explained Variance Score Test: 0.281 Bootstrap CV 14, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.798, R^2 test: 0.186 Bootstrap CV 14, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.855, R^2 test: 0.229 Bootstrap CV 14, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.924, R^2 test: 0.243 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.984, Explained Variance Score Train: 0.907 AUC Validation: 0.788, Explained Variance Score Validation: 0.263 AUC Test: 0.805, Explained Variance Score Test: 0.333 Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.847, R^2 test: 0.225 Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.900, R^2 test: 0.200 Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.919, R^2 test: 0.215 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.970, Explained Variance Score Train: 0.915 AUC Validation: 0.684, Explained Variance Score Validation: 0.241 AUC Test: 0.761, Explained Variance Score Test: 0.258 Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.706, R^2 test: 0.146 Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.806, R^2 test: 0.162 Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.851, R^2 test: 0.162 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.804 AUC Validation: 0.611, Explained Variance Score Validation: 0.136 AUC Test: 0.796, Explained Variance Score Test: 0.304 Running batch 2 of 7 with 16 nodes Bootstrap CV 21, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.879, R^2 test: 0.181 Bootstrap CV 21, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.931, R^2 test: 0.162 Bootstrap CV 21, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.930, R^2 test: 0.182 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.970, Explained Variance Score Train: 0.896 AUC Validation: 0.790, Explained Variance Score Validation: 0.165 AUC Test: 0.763, Explained Variance Score Test: 0.252 Bootstrap CV 25, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.783, R^2 test: 0.139 Bootstrap CV 25, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.822, R^2 test: 0.109 Bootstrap CV 25, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.872, R^2 test: 0.110 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.942, Explained Variance Score Train: 0.779 AUC Validation: 0.686, Explained Variance Score Validation: 0.111 AUC Test: 0.795, Explained Variance Score Test: 0.292 Bootstrap CV 17, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.745, R^2 test: 0.206 Bootstrap CV 17, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.825, R^2 test: 0.172 Bootstrap CV 17, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.805, R^2 test: 0.243 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.978, Explained Variance Score Train: 0.769 AUC Validation: 0.709, Explained Variance Score Validation: 0.218 AUC Test: 0.754, Explained Variance Score Test: 0.220 Bootstrap CV 29, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.776, R^2 test: 0.126 Bootstrap CV 29, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.841, R^2 test: 0.150 Bootstrap CV 29, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.888, R^2 test: 0.150 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.974, Explained Variance Score Train: 0.818 AUC Validation: 0.726, Explained Variance Score Validation: 0.182 AUC Test: 0.779, Explained Variance Score Test: 0.249 Bootstrap CV 16, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.700, R^2 test: 0.278 Bootstrap CV 16, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.717, R^2 test: 0.303 Bootstrap CV 16, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.783, R^2 test: 0.295 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.940, Explained Variance Score Train: 0.742 AUC Validation: 0.738, Explained Variance Score Validation: 0.305 AUC Test: 0.798, Explained Variance Score Test: 0.329 Bootstrap CV 31, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.752, R^2 test: 0.243 Bootstrap CV 31, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.890, R^2 test: 0.251 Bootstrap CV 31, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.871, R^2 test: 0.237 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.987, Explained Variance Score Train: 0.833 AUC Validation: 0.829, Explained Variance Score Validation: 0.301 AUC Test: 0.819, Explained Variance Score Test: 0.287 Bootstrap CV 28, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.882, R^2 test: 0.344 Bootstrap CV 28, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.903, R^2 test: 0.290 Bootstrap CV 28, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.946, R^2 test: 0.289 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.918 AUC Validation: 0.778, Explained Variance Score Validation: 0.305 AUC Test: 0.805, Explained Variance Score Test: 0.327 Bootstrap CV 22, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.853, R^2 test: 0.452 Bootstrap CV 22, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.883, R^2 test: 0.455 Bootstrap CV 22, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.915, R^2 test: 0.469 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.972, Explained Variance Score Train: 0.909 AUC Validation: 0.923, Explained Variance Score Validation: 0.477 AUC Test: 0.790, Explained Variance Score Test: 0.300 Bootstrap CV 30, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.746, R^2 test: 0.217 Bootstrap CV 30, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.792, R^2 test: 0.246 Bootstrap CV 30, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.832, R^2 test: 0.230 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.967, Explained Variance Score Train: 0.839 AUC Validation: 0.733, Explained Variance Score Validation: 0.274 AUC Test: 0.785, Explained Variance Score Test: 0.324 Bootstrap CV 19, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.786, R^2 test: 0.302 Bootstrap CV 19, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.775, R^2 test: 0.321 Bootstrap CV 19, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.876, R^2 test: 0.294 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.973, Explained Variance Score Train: 0.842 AUC Validation: 0.772, Explained Variance Score Validation: 0.323 AUC Test: 0.808, Explained Variance Score Test: 0.356 Bootstrap CV 24, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.793, R^2 test: 0.141 Bootstrap CV 24, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.871, R^2 test: 0.116 Bootstrap CV 24, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.890, R^2 test: 0.115 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.998, Explained Variance Score Train: 0.929 AUC Validation: 0.710, Explained Variance Score Validation: 0.121 AUC Test: 0.758, Explained Variance Score Test: 0.226 Bootstrap CV 18, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.759, R^2 test: 0.148 Bootstrap CV 18, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.821, R^2 test: 0.180 Bootstrap CV 18, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.857, R^2 test: 0.144 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.966, Explained Variance Score Train: 0.864 AUC Validation: 0.615, Explained Variance Score Validation: 0.147 AUC Test: 0.780, Explained Variance Score Test: 0.288 Bootstrap CV 27, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.604, R^2 test: 0.209 Bootstrap CV 27, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.629, R^2 test: 0.240 Bootstrap CV 27, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.716, R^2 test: 0.232 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.976, Explained Variance Score Train: 0.706 AUC Validation: 0.826, Explained Variance Score Validation: 0.220 AUC Test: 0.749, Explained Variance Score Test: 0.211 Bootstrap CV 23, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.803, R^2 test: 0.259 Bootstrap CV 23, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.820, R^2 test: 0.245 Bootstrap CV 23, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.862, R^2 test: 0.249 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.962, Explained Variance Score Train: 0.873 AUC Validation: 0.772, Explained Variance Score Validation: 0.270 AUC Test: 0.784, Explained Variance Score Test: 0.308 Bootstrap CV 20, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.800, R^2 test: 0.288 Bootstrap CV 20, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.854, R^2 test: 0.260 Bootstrap CV 20, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.895, R^2 test: 0.230 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.970, Explained Variance Score Train: 0.880 AUC Validation: 0.733, Explained Variance Score Validation: 0.256 AUC Test: 0.794, Explained Variance Score Test: 0.270 Bootstrap CV 26, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.891, R^2 test: -0.069 Bootstrap CV 26, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.916, R^2 test: -0.039 Bootstrap CV 26, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.926, R^2 test: -0.043 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.979, Explained Variance Score Train: 0.924 AUC Validation: 0.527, Explained Variance Score Validation: -0.076 AUC Test: 0.804, Explained Variance Score Test: 0.311 Running batch 3 of 7 with 16 nodes Bootstrap CV 38, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.861, R^2 test: 0.124 Bootstrap CV 38, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.929, R^2 test: 0.191 Bootstrap CV 38, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.940, R^2 test: 0.154 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.977, Explained Variance Score Train: 0.896 AUC Validation: 0.734, Explained Variance Score Validation: 0.195 AUC Test: 0.788, Explained Variance Score Test: 0.221 Bootstrap CV 41, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.781, R^2 test: 0.145 Bootstrap CV 41, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.794, R^2 test: 0.122 Bootstrap CV 41, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.806, R^2 test: 0.161 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.774 AUC Validation: 0.668, Explained Variance Score Validation: 0.179 AUC Test: 0.816, Explained Variance Score Test: 0.263 Bootstrap CV 32, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.778, R^2 test: 0.026 Bootstrap CV 32, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.802, R^2 test: 0.011 Bootstrap CV 32, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.863, R^2 test: -0.072 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.959, Explained Variance Score Train: 0.776 AUC Validation: 0.621, Explained Variance Score Validation: 0.081 AUC Test: 0.792, Explained Variance Score Test: 0.220 Bootstrap CV 36, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.812, R^2 test: 0.181 Bootstrap CV 36, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.897, R^2 test: 0.164 Bootstrap CV 36, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.861, R^2 test: 0.246 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.966, Explained Variance Score Train: 0.913 AUC Validation: 0.662, Explained Variance Score Validation: 0.187 AUC Test: 0.790, Explained Variance Score Test: 0.258 Bootstrap CV 37, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.858, R^2 test: 0.294 Bootstrap CV 37, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.900, R^2 test: 0.271 Bootstrap CV 37, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.919, R^2 test: 0.294 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.985, Explained Variance Score Train: 0.833 AUC Validation: 0.773, Explained Variance Score Validation: 0.318 AUC Test: 0.788, Explained Variance Score Test: 0.280 Bootstrap CV 44, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.784, R^2 test: 0.242 Bootstrap CV 44, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.867, R^2 test: 0.250 Bootstrap CV 44, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.872, R^2 test: 0.220 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.978, Explained Variance Score Train: 0.897 AUC Validation: 0.796, Explained Variance Score Validation: 0.256 AUC Test: 0.789, Explained Variance Score Test: 0.326 Bootstrap CV 47, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.773, R^2 test: 0.266 Bootstrap CV 47, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.795, R^2 test: 0.232 Bootstrap CV 47, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.831, R^2 test: 0.247 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.964, Explained Variance Score Train: 0.815 AUC Validation: 0.717, Explained Variance Score Validation: 0.264 AUC Test: 0.793, Explained Variance Score Test: 0.303 Bootstrap CV 35, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.829, R^2 test: 0.297 Bootstrap CV 35, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.852, R^2 test: 0.301 Bootstrap CV 35, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.898, R^2 test: 0.326 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.985, Explained Variance Score Train: 0.888 AUC Validation: 0.811, Explained Variance Score Validation: 0.303 AUC Test: 0.798, Explained Variance Score Test: 0.335 Bootstrap CV 42, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.700, R^2 test: 0.214 Bootstrap CV 42, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.743, R^2 test: 0.215 Bootstrap CV 42, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.757, R^2 test: 0.219 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.957, Explained Variance Score Train: 0.732 AUC Validation: 0.739, Explained Variance Score Validation: 0.326 AUC Test: 0.797, Explained Variance Score Test: 0.306 Bootstrap CV 33, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.814, R^2 test: 0.240 Bootstrap CV 33, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.867, R^2 test: 0.223 Bootstrap CV 33, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.891, R^2 test: 0.227 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.980, Explained Variance Score Train: 0.912 AUC Validation: 0.719, Explained Variance Score Validation: 0.295 AUC Test: 0.787, Explained Variance Score Test: 0.302 Bootstrap CV 34, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.784, R^2 test: 0.286 Bootstrap CV 34, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.824, R^2 test: 0.258 Bootstrap CV 34, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.900, R^2 test: 0.292 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.977, Explained Variance Score Train: 0.781 AUC Validation: 0.759, Explained Variance Score Validation: 0.272 AUC Test: 0.776, Explained Variance Score Test: 0.253 Bootstrap CV 46, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.697, R^2 test: 0.280 Bootstrap CV 46, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.754, R^2 test: 0.258 Bootstrap CV 46, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.775, R^2 test: 0.317 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.961, Explained Variance Score Train: 0.808 AUC Validation: 0.790, Explained Variance Score Validation: 0.262 AUC Test: 0.780, Explained Variance Score Test: 0.265 Bootstrap CV 45, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.625, R^2 test: 0.224 Bootstrap CV 45, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.657, R^2 test: 0.185 Bootstrap CV 45, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.740, R^2 test: 0.231 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.948, Explained Variance Score Train: 0.732 AUC Validation: 0.824, Explained Variance Score Validation: 0.223 AUC Test: 0.791, Explained Variance Score Test: 0.246 Bootstrap CV 43, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.838, R^2 test: 0.112 Bootstrap CV 43, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.886, R^2 test: 0.162 Bootstrap CV 43, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.928, R^2 test: 0.160 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.983, Explained Variance Score Train: 0.931 AUC Validation: 0.816, Explained Variance Score Validation: 0.127 AUC Test: 0.740, Explained Variance Score Test: 0.175 Bootstrap CV 39, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.766, R^2 test: 0.262 Bootstrap CV 39, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.855, R^2 test: 0.299 Bootstrap CV 39, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.877, R^2 test: 0.310 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.972, Explained Variance Score Train: 0.838 AUC Validation: 0.795, Explained Variance Score Validation: 0.285 AUC Test: 0.763, Explained Variance Score Test: 0.203 Bootstrap CV 40, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.787, R^2 test: 0.272 Bootstrap CV 40, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.838, R^2 test: 0.264 Bootstrap CV 40, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.837, R^2 test: 0.211 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.960, Explained Variance Score Train: 0.833 AUC Validation: 0.612, Explained Variance Score Validation: 0.200 AUC Test: 0.824, Explained Variance Score Test: 0.343 Running batch 4 of 7 with 16 nodes Bootstrap CV 52, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.800, R^2 test: 0.246 Bootstrap CV 52, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.892, R^2 test: 0.268 Bootstrap CV 52, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.870, R^2 test: 0.241 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.959, Explained Variance Score Train: 0.811 AUC Validation: 0.839, Explained Variance Score Validation: 0.265 AUC Test: 0.809, Explained Variance Score Test: 0.247 Bootstrap CV 63, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.730, R^2 test: 0.265 Bootstrap CV 63, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.845, R^2 test: 0.229 Bootstrap CV 63, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.827, R^2 test: 0.243 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.980, Explained Variance Score Train: 0.901 AUC Validation: 0.748, Explained Variance Score Validation: 0.250 AUC Test: 0.765, Explained Variance Score Test: 0.271 Bootstrap CV 58, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.848, R^2 test: 0.204 Bootstrap CV 58, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.902, R^2 test: 0.222 Bootstrap CV 58, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.921, R^2 test: 0.193 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.968, Explained Variance Score Train: 0.882 AUC Validation: 0.777, Explained Variance Score Validation: 0.249 AUC Test: 0.793, Explained Variance Score Test: 0.296 Bootstrap CV 49, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.761, R^2 test: 0.180 Bootstrap CV 49, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.856, R^2 test: 0.207 Bootstrap CV 49, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.825, R^2 test: 0.120 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.976, Explained Variance Score Train: 0.881 AUC Validation: 0.896, Explained Variance Score Validation: 0.296 AUC Test: 0.766, Explained Variance Score Test: 0.285 Bootstrap CV 51, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.797, R^2 test: 0.227 Bootstrap CV 51, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.849, R^2 test: 0.297 Bootstrap CV 51, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.883, R^2 test: 0.298 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.955, Explained Variance Score Train: 0.849 AUC Validation: 0.815, Explained Variance Score Validation: 0.294 AUC Test: 0.804, Explained Variance Score Test: 0.324 Bootstrap CV 57, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.788, R^2 test: 0.237 Bootstrap CV 57, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.811, R^2 test: 0.223 Bootstrap CV 57, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.804, R^2 test: 0.211 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.945, Explained Variance Score Train: 0.828 AUC Validation: 0.738, Explained Variance Score Validation: 0.220 AUC Test: 0.795, Explained Variance Score Test: 0.315 Bootstrap CV 55, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.818, R^2 test: 0.335 Bootstrap CV 55, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.861, R^2 test: 0.358 Bootstrap CV 55, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.898, R^2 test: 0.324 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.988, Explained Variance Score Train: 0.857 AUC Validation: 0.811, Explained Variance Score Validation: 0.345 AUC Test: 0.792, Explained Variance Score Test: 0.280 Bootstrap CV 48, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.878, R^2 test: 0.119 Bootstrap CV 48, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.905, R^2 test: 0.127 Bootstrap CV 48, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.913, R^2 test: 0.122 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.982, Explained Variance Score Train: 0.916 AUC Validation: 0.752, Explained Variance Score Validation: 0.106 AUC Test: 0.792, Explained Variance Score Test: 0.310 Bootstrap CV 54, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.707, R^2 test: 0.127 Bootstrap CV 54, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.775, R^2 test: 0.154 Bootstrap CV 54, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.735, R^2 test: 0.126 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.918, Explained Variance Score Train: 0.789 AUC Validation: 0.758, Explained Variance Score Validation: 0.174 AUC Test: 0.792, Explained Variance Score Test: 0.293 Bootstrap CV 50, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.797, R^2 test: 0.205 Bootstrap CV 50, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.851, R^2 test: 0.188 Bootstrap CV 50, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.887, R^2 test: 0.194 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.982, Explained Variance Score Train: 0.892 AUC Validation: 0.709, Explained Variance Score Validation: 0.162 AUC Test: 0.781, Explained Variance Score Test: 0.247 Bootstrap CV 62, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.814, R^2 test: 0.188 Bootstrap CV 62, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.837, R^2 test: 0.148 Bootstrap CV 62, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.868, R^2 test: 0.178 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.856 AUC Validation: 0.759, Explained Variance Score Validation: 0.164 AUC Test: 0.812, Explained Variance Score Test: 0.344 Bootstrap CV 60, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.823, R^2 test: 0.106 Bootstrap CV 60, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.871, R^2 test: 0.191 Bootstrap CV 60, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.950, R^2 test: 0.291 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.983, Explained Variance Score Train: 0.873 AUC Validation: 0.781, Explained Variance Score Validation: 0.193 AUC Test: 0.779, Explained Variance Score Test: 0.274 Bootstrap CV 56, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.654, R^2 test: 0.163 Bootstrap CV 56, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.735, R^2 test: 0.169 Bootstrap CV 56, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.787, R^2 test: 0.153 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.963, Explained Variance Score Train: 0.749 AUC Validation: 0.723, Explained Variance Score Validation: 0.184 AUC Test: 0.786, Explained Variance Score Test: 0.270 Bootstrap CV 61, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.714, R^2 test: 0.235 Bootstrap CV 61, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.781, R^2 test: 0.251 Bootstrap CV 61, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.851, R^2 test: 0.254 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.983, Explained Variance Score Train: 0.868 AUC Validation: 0.817, Explained Variance Score Validation: 0.272 AUC Test: 0.773, Explained Variance Score Test: 0.277 Bootstrap CV 53, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.799, R^2 test: 0.167 Bootstrap CV 53, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.837, R^2 test: 0.110 Bootstrap CV 53, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.850, R^2 test: 0.178 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.964, Explained Variance Score Train: 0.885 AUC Validation: 0.715, Explained Variance Score Validation: 0.200 AUC Test: 0.797, Explained Variance Score Test: 0.264 Bootstrap CV 59, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.789, R^2 test: 0.209 Bootstrap CV 59, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.845, R^2 test: 0.211 Bootstrap CV 59, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.876, R^2 test: 0.186 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.877 AUC Validation: 0.818, Explained Variance Score Validation: 0.201 AUC Test: 0.798, Explained Variance Score Test: 0.344 Running batch 5 of 7 with 16 nodes Bootstrap CV 76, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.865, R^2 test: 0.239 Bootstrap CV 76, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.907, R^2 test: 0.228 Bootstrap CV 76, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.913, R^2 test: 0.233 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.987, Explained Variance Score Train: 0.861 AUC Validation: 0.664, Explained Variance Score Validation: 0.232 AUC Test: 0.797, Explained Variance Score Test: 0.316 Bootstrap CV 79, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.762, R^2 test: 0.161 Bootstrap CV 79, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.834, R^2 test: 0.166 Bootstrap CV 79, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.947, R^2 test: 0.133 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.963, Explained Variance Score Train: 0.781 AUC Validation: 0.769, Explained Variance Score Validation: 0.250 AUC Test: 0.778, Explained Variance Score Test: 0.320 Bootstrap CV 73, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.768, R^2 test: 0.201 Bootstrap CV 73, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.830, R^2 test: 0.094 Bootstrap CV 73, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.844, R^2 test: 0.088 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.981, Explained Variance Score Train: 0.768 AUC Validation: 0.727, Explained Variance Score Validation: 0.165 AUC Test: 0.780, Explained Variance Score Test: 0.267 Bootstrap CV 69, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.872, R^2 test: 0.132 Bootstrap CV 69, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.946, R^2 test: 0.199 Bootstrap CV 69, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.962, R^2 test: 0.185 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.999, Explained Variance Score Train: 0.915 AUC Validation: 0.759, Explained Variance Score Validation: 0.165 AUC Test: 0.774, Explained Variance Score Test: 0.299 Bootstrap CV 65, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.791, R^2 test: 0.154 Bootstrap CV 65, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.828, R^2 test: 0.159 Bootstrap CV 65, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.858, R^2 test: 0.156 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.964, Explained Variance Score Train: 0.851 AUC Validation: 0.642, Explained Variance Score Validation: 0.156 AUC Test: 0.792, Explained Variance Score Test: 0.271 Bootstrap CV 64, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.716, R^2 test: 0.106 Bootstrap CV 64, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.826, R^2 test: 0.157 Bootstrap CV 64, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.862, R^2 test: 0.128 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.972, Explained Variance Score Train: 0.856 AUC Validation: 0.717, Explained Variance Score Validation: 0.202 AUC Test: 0.787, Explained Variance Score Test: 0.305 Bootstrap CV 71, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.783, R^2 test: 0.240 Bootstrap CV 71, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.831, R^2 test: 0.270 Bootstrap CV 71, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.871, R^2 test: 0.263 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.973, Explained Variance Score Train: 0.873 AUC Validation: 0.816, Explained Variance Score Validation: 0.297 AUC Test: 0.812, Explained Variance Score Test: 0.339 Bootstrap CV 67, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.794, R^2 test: 0.224 Bootstrap CV 67, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.851, R^2 test: 0.245 Bootstrap CV 67, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.850, R^2 test: 0.221 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.973, Explained Variance Score Train: 0.849 AUC Validation: 0.773, Explained Variance Score Validation: 0.248 AUC Test: 0.800, Explained Variance Score Test: 0.261 Bootstrap CV 78, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.795, R^2 test: 0.302 Bootstrap CV 78, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.862, R^2 test: 0.273 Bootstrap CV 78, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.846, R^2 test: 0.297 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.991, Explained Variance Score Train: 0.875 AUC Validation: 0.843, Explained Variance Score Validation: 0.301 AUC Test: 0.778, Explained Variance Score Test: 0.236 Bootstrap CV 68, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.884, R^2 test: 0.235 Bootstrap CV 68, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.941, R^2 test: 0.244 Bootstrap CV 68, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.923, R^2 test: 0.270 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.995, Explained Variance Score Train: 0.964 AUC Validation: 0.738, Explained Variance Score Validation: 0.229 AUC Test: 0.774, Explained Variance Score Test: 0.276 Bootstrap CV 66, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.780, R^2 test: 0.213 Bootstrap CV 66, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.827, R^2 test: 0.224 Bootstrap CV 66, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.913, R^2 test: 0.335 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.989, Explained Variance Score Train: 0.900 AUC Validation: 0.865, Explained Variance Score Validation: 0.265 AUC Test: 0.787, Explained Variance Score Test: 0.254 Bootstrap CV 70, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.769, R^2 test: 0.185 Bootstrap CV 70, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.851, R^2 test: 0.180 Bootstrap CV 70, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.829, R^2 test: 0.199 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.955, Explained Variance Score Train: 0.823 AUC Validation: 0.804, Explained Variance Score Validation: 0.257 AUC Test: 0.767, Explained Variance Score Test: 0.283 Bootstrap CV 72, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.782, R^2 test: 0.303 Bootstrap CV 72, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.776, R^2 test: 0.339 Bootstrap CV 72, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.832, R^2 test: 0.345 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.989, Explained Variance Score Train: 0.888 AUC Validation: 0.781, Explained Variance Score Validation: 0.364 AUC Test: 0.772, Explained Variance Score Test: 0.291 Bootstrap CV 77, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.779, R^2 test: 0.189 Bootstrap CV 77, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.819, R^2 test: 0.164 Bootstrap CV 77, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.834, R^2 test: 0.178 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.960, Explained Variance Score Train: 0.821 AUC Validation: 0.717, Explained Variance Score Validation: 0.227 AUC Test: 0.792, Explained Variance Score Test: 0.274 Bootstrap CV 75, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.880, R^2 test: 0.261 Bootstrap CV 75, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.915, R^2 test: 0.261 Bootstrap CV 75, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.927, R^2 test: 0.288 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.980, Explained Variance Score Train: 0.946 AUC Validation: 0.684, Explained Variance Score Validation: 0.291 AUC Test: 0.775, Explained Variance Score Test: 0.324 Bootstrap CV 74, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.847, R^2 test: 0.108 Bootstrap CV 74, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.861, R^2 test: 0.095 Bootstrap CV 74, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.884, R^2 test: 0.078 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.984, Explained Variance Score Train: 0.950 AUC Validation: 0.634, Explained Variance Score Validation: 0.128 AUC Test: 0.787, Explained Variance Score Test: 0.333 Running batch 6 of 7 with 16 nodes Bootstrap CV 89, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.883, R^2 test: 0.251 Bootstrap CV 89, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.922, R^2 test: 0.250 Bootstrap CV 89, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.930, R^2 test: 0.251 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.963, Explained Variance Score Train: 0.896 AUC Validation: 0.779, Explained Variance Score Validation: 0.245 AUC Test: 0.793, Explained Variance Score Test: 0.297 Bootstrap CV 86, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.813, R^2 test: 0.238 Bootstrap CV 86, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.907, R^2 test: 0.254 Bootstrap CV 86, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.925, R^2 test: 0.256 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.943, Explained Variance Score Train: 0.892 AUC Validation: 0.841, Explained Variance Score Validation: 0.269 AUC Test: 0.785, Explained Variance Score Test: 0.307 Bootstrap CV 93, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.780, R^2 test: 0.143 Bootstrap CV 93, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.821, R^2 test: 0.158 Bootstrap CV 93, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.825, R^2 test: 0.150 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.962, Explained Variance Score Train: 0.814 AUC Validation: 0.731, Explained Variance Score Validation: 0.149 AUC Test: 0.759, Explained Variance Score Test: 0.254 Bootstrap CV 87, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.777, R^2 test: 0.087 Bootstrap CV 87, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.795, R^2 test: 0.088 Bootstrap CV 87, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.840, R^2 test: 0.082 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.966, Explained Variance Score Train: 0.882 AUC Validation: 0.554, Explained Variance Score Validation: 0.050 AUC Test: 0.763, Explained Variance Score Test: 0.262 Bootstrap CV 92, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.713, R^2 test: 0.267 Bootstrap CV 92, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.749, R^2 test: 0.262 Bootstrap CV 92, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.777, R^2 test: 0.297 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.964, Explained Variance Score Train: 0.770 AUC Validation: 0.797, Explained Variance Score Validation: 0.266 AUC Test: 0.805, Explained Variance Score Test: 0.257 Bootstrap CV 88, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.768, R^2 test: 0.140 Bootstrap CV 88, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.818, R^2 test: 0.156 Bootstrap CV 88, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.892, R^2 test: 0.163 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.983, Explained Variance Score Train: 0.864 AUC Validation: 0.687, Explained Variance Score Validation: 0.144 AUC Test: 0.769, Explained Variance Score Test: 0.241 Bootstrap CV 81, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.783, R^2 test: 0.399 Bootstrap CV 81, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.810, R^2 test: 0.387 Bootstrap CV 81, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.879, R^2 test: 0.401 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.994, Explained Variance Score Train: 0.885 AUC Validation: 0.864, Explained Variance Score Validation: 0.414 AUC Test: 0.788, Explained Variance Score Test: 0.289 Bootstrap CV 94, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.774, R^2 test: 0.206 Bootstrap CV 94, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.780, R^2 test: 0.231 Bootstrap CV 94, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.811, R^2 test: 0.240 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.992, Explained Variance Score Train: 0.840 AUC Validation: 0.819, Explained Variance Score Validation: 0.148 AUC Test: 0.809, Explained Variance Score Test: 0.297 Bootstrap CV 90, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.755, R^2 test: 0.295 Bootstrap CV 90, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.797, R^2 test: 0.262 Bootstrap CV 90, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.817, R^2 test: 0.291 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.969, Explained Variance Score Train: 0.829 AUC Validation: 0.780, Explained Variance Score Validation: 0.291 AUC Test: 0.791, Explained Variance Score Test: 0.315 Bootstrap CV 95, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.756, R^2 test: 0.216 Bootstrap CV 95, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.814, R^2 test: 0.242 Bootstrap CV 95, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.813, R^2 test: 0.227 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.946, Explained Variance Score Train: 0.831 AUC Validation: 0.768, Explained Variance Score Validation: 0.237 AUC Test: 0.756, Explained Variance Score Test: 0.218 Bootstrap CV 84, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.880, R^2 test: 0.251 Bootstrap CV 84, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.923, R^2 test: 0.236 Bootstrap CV 84, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.920, R^2 test: 0.242 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.969, Explained Variance Score Train: 0.916 AUC Validation: 0.765, Explained Variance Score Validation: 0.259 AUC Test: 0.775, Explained Variance Score Test: 0.268 Bootstrap CV 85, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.750, R^2 test: 0.178 Bootstrap CV 85, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.811, R^2 test: 0.168 Bootstrap CV 85, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.834, R^2 test: 0.170 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.980, Explained Variance Score Train: 0.844 AUC Validation: 0.687, Explained Variance Score Validation: 0.142 AUC Test: 0.774, Explained Variance Score Test: 0.321 Bootstrap CV 91, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.767, R^2 test: 0.320 Bootstrap CV 91, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.804, R^2 test: 0.298 Bootstrap CV 91, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.853, R^2 test: 0.337 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.954, Explained Variance Score Train: 0.865 AUC Validation: 0.807, Explained Variance Score Validation: 0.336 AUC Test: 0.784, Explained Variance Score Test: 0.282 Bootstrap CV 83, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.779, R^2 test: 0.202 Bootstrap CV 83, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.887, R^2 test: 0.198 Bootstrap CV 83, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.921, R^2 test: 0.205 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.974, Explained Variance Score Train: 0.889 AUC Validation: 0.731, Explained Variance Score Validation: 0.236 AUC Test: 0.773, Explained Variance Score Test: 0.285 Bootstrap CV 82, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.873, R^2 test: 0.321 Bootstrap CV 82, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.916, R^2 test: 0.348 Bootstrap CV 82, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.945, R^2 test: 0.330 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.988, Explained Variance Score Train: 0.929 AUC Validation: 0.902, Explained Variance Score Validation: 0.280 AUC Test: 0.796, Explained Variance Score Test: 0.315 Bootstrap CV 80, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.785, R^2 test: 0.247 Bootstrap CV 80, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.790, R^2 test: 0.224 Bootstrap CV 80, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.858, R^2 test: 0.210 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.986, Explained Variance Score Train: 0.850 AUC Validation: 0.808, Explained Variance Score Validation: 0.297 AUC Test: 0.798, Explained Variance Score Test: 0.294 Running batch 7 of 7 with 4 nodes Bootstrap CV 97, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.793, R^2 test: 0.354 Bootstrap CV 97, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.799, R^2 test: 0.378 Bootstrap CV 97, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.803, R^2 test: 0.351 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.955, Explained Variance Score Train: 0.788 AUC Validation: 0.866, Explained Variance Score Validation: 0.284 AUC Test: 0.756, Explained Variance Score Test: 0.245 Bootstrap CV 96, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.737, R^2 test: 0.205 Bootstrap CV 96, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.819, R^2 test: 0.227 Bootstrap CV 96, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.940, R^2 test: 0.221 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.993, Explained Variance Score Train: 0.943 AUC Validation: 0.736, Explained Variance Score Validation: 0.188 AUC Test: 0.775, Explained Variance Score Test: 0.258 Bootstrap CV 98, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.792, R^2 test: 0.105 Bootstrap CV 98, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.864, R^2 test: 0.093 Bootstrap CV 98, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.881, R^2 test: 0.032 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.954, Explained Variance Score Train: 0.910 AUC Validation: 0.841, Explained Variance Score Validation: 0.075 AUC Test: 0.767, Explained Variance Score Test: 0.285 Bootstrap CV 99, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.769, R^2 test: 0.245 Bootstrap CV 99, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.850, R^2 test: 0.235 Bootstrap CV 99, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.852, R^2 test: 0.305 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.970, Explained Variance Score Train: 0.851 AUC Validation: 0.758, Explained Variance Score Validation: 0.258 AUC Test: 0.811, Explained Variance Score Test: 0.316 total Variables 875 and total subjects: 1698 ->AUC validation: 0.757 95% CI: [0.743 , 0.771] ->AUC test: 0.786 95% CI: [0.783 , 0.789] ->R^2 validation: 0.229 95% CI: [0.213 , 0.245] ->R^2 test: 0.282 95% CI: [0.275 , 0.289] ->Explained Variance validation: 0.211 95% CI: [0.195 , 0.228] ->Explained Variance test: 0.266 95% CI: [0.258 , 0.274] Test set metrics: @threshold:1.257, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:0.998, sens:0.018, spec:0.996, ppv:0.500, acc:0.838, f1:0.035, mcc:0.077, total+:2, total-:337 @threshold:0.893, sens:0.036, spec:0.993, ppv:0.500, acc:0.838, f1:0.068, mcc:0.055, total+:4, total-:335 @threshold:0.845, sens:0.055, spec:0.993, ppv:0.600, acc:0.841, f1:0.100, mcc:0.079, total+:5, total-:334 @threshold:0.836, sens:0.055, spec:0.989, ppv:0.500, acc:0.838, f1:0.098, mcc:0.045, total+:6, total-:333 @threshold:0.816, sens:0.073, spec:0.989, ppv:0.571, acc:0.841, f1:0.129, mcc:0.059, total+:7, total-:332 @threshold:0.813, sens:0.073, spec:0.986, ppv:0.500, acc:0.838, f1:0.127, mcc:0.039, total+:8, total-:331 @threshold:0.784, sens:0.091, spec:0.982, ppv:0.500, acc:0.838, f1:0.154, mcc:0.035, total+:10, total-:329 @threshold:0.772, sens:0.091, spec:0.979, ppv:0.455, acc:0.835, f1:0.152, mcc:0.027, total+:11, total-:328 @threshold:0.670, sens:0.109, spec:0.961, ppv:0.353, acc:0.823, f1:0.167, mcc:0.012, total+:17, total-:322 @threshold:0.663, sens:0.145, spec:0.958, ppv:0.400, acc:0.826, f1:0.213, mcc:0.015, total+:20, total-:319 @threshold:0.661, sens:0.164, spec:0.958, ppv:0.429, acc:0.829, f1:0.237, mcc:0.017, total+:21, total-:318 @threshold:0.655, sens:0.164, spec:0.954, ppv:0.409, acc:0.826, f1:0.234, mcc:0.015, total+:22, total-:317 @threshold:0.653, sens:0.182, spec:0.954, ppv:0.435, acc:0.829, f1:0.256, mcc:0.017, total+:23, total-:316 @threshold:0.639, sens:0.182, spec:0.951, ppv:0.417, acc:0.826, f1:0.253, mcc:0.015, total+:24, total-:315 @threshold:0.603, sens:0.200, spec:0.937, ppv:0.379, acc:0.817, f1:0.262, mcc:0.011, total+:29, total-:310 @threshold:0.559, sens:0.255, spec:0.933, ppv:0.424, acc:0.823, f1:0.318, mcc:0.014, total+:33, total-:306 @threshold:0.533, sens:0.273, spec:0.926, ppv:0.417, acc:0.820, f1:0.330, mcc:0.013, total+:36, total-:303 @threshold:0.517, sens:0.327, spec:0.923, ppv:0.450, acc:0.826, f1:0.379, mcc:0.014, total+:40, total-:299 @threshold:0.492, sens:0.345, spec:0.912, ppv:0.432, acc:0.820, f1:0.384, mcc:0.013, total+:44, total-:295 @threshold:0.475, sens:0.364, spec:0.908, ppv:0.435, acc:0.820, f1:0.396, mcc:0.013, total+:46, total-:293 @threshold:0.439, sens:0.382, spec:0.884, ppv:0.389, acc:0.802, f1:0.385, mcc:0.009, total+:54, total-:285 @threshold:0.435, sens:0.418, spec:0.880, ppv:0.404, acc:0.805, f1:0.411, mcc:0.010, total+:57, total-:282 @threshold:0.413, sens:0.436, spec:0.877, ppv:0.407, acc:0.805, f1:0.421, mcc:0.010, total+:59, total-:280 @threshold:0.409, sens:0.436, spec:0.873, ppv:0.400, acc:0.802, f1:0.417, mcc:0.009, total+:60, total-:279 @threshold:0.381, sens:0.455, spec:0.866, ppv:0.397, acc:0.799, f1:0.424, mcc:0.009, total+:63, total-:276 @threshold:0.378, sens:0.455, spec:0.863, ppv:0.391, acc:0.796, f1:0.420, mcc:0.009, total+:64, total-:275 @threshold:0.375, sens:0.473, spec:0.863, ppv:0.400, acc:0.799, f1:0.433, mcc:0.009, total+:65, total-:274 @threshold:0.375, sens:0.473, spec:0.859, ppv:0.394, acc:0.796, f1:0.430, mcc:0.009, total+:66, total-:273 @threshold:0.366, sens:0.491, spec:0.849, ppv:0.386, acc:0.791, f1:0.432, mcc:0.008, total+:70, total-:269 @threshold:0.352, sens:0.491, spec:0.845, ppv:0.380, acc:0.788, f1:0.429, mcc:0.008, total+:71, total-:268 @threshold:0.335, sens:0.509, spec:0.842, ppv:0.384, acc:0.788, f1:0.438, mcc:0.008, total+:73, total-:266 @threshold:0.333, sens:0.509, spec:0.838, ppv:0.378, acc:0.785, f1:0.434, mcc:0.008, total+:74, total-:265 @threshold:0.325, sens:0.527, spec:0.838, ppv:0.387, acc:0.788, f1:0.446, mcc:0.008, total+:75, total-:264 @threshold:0.323, sens:0.527, spec:0.835, ppv:0.382, acc:0.785, f1:0.443, mcc:0.008, total+:76, total-:263 @threshold:0.315, sens:0.545, spec:0.827, ppv:0.380, acc:0.782, f1:0.448, mcc:0.008, total+:79, total-:260 @threshold:0.309, sens:0.545, spec:0.824, ppv:0.375, acc:0.779, f1:0.444, mcc:0.007, total+:80, total-:259 @threshold:0.282, sens:0.564, spec:0.789, ppv:0.341, acc:0.752, f1:0.425, mcc:0.006, total+:91, total-:248 @threshold:0.273, sens:0.564, spec:0.785, ppv:0.337, acc:0.749, f1:0.422, mcc:0.006, total+:92, total-:247 @threshold:0.240, sens:0.582, spec:0.782, ppv:0.340, acc:0.749, f1:0.430, mcc:0.006, total+:94, total-:245 @threshold:0.239, sens:0.582, spec:0.778, ppv:0.337, acc:0.746, f1:0.427, mcc:0.006, total+:95, total-:244 @threshold:0.232, sens:0.600, spec:0.771, ppv:0.337, acc:0.743, f1:0.431, mcc:0.006, total+:98, total-:241 @threshold:0.213, sens:0.600, spec:0.768, ppv:0.333, acc:0.740, f1:0.429, mcc:0.005, total+:99, total-:240 @threshold:0.213, sens:0.618, spec:0.768, ppv:0.340, acc:0.743, f1:0.439, mcc:0.006, total+:100, total-:239 @threshold:0.199, sens:0.636, spec:0.764, ppv:0.343, acc:0.743, f1:0.446, mcc:0.006, total+:102, total-:237 @threshold:0.194, sens:0.655, spec:0.764, ppv:0.350, acc:0.746, f1:0.456, mcc:0.006, total+:103, total-:236 @threshold:0.171, sens:0.673, spec:0.761, ppv:0.352, acc:0.746, f1:0.463, mcc:0.006, total+:105, total-:234 @threshold:0.160, sens:0.691, spec:0.757, ppv:0.355, acc:0.746, f1:0.469, mcc:0.006, total+:107, total-:232 @threshold:0.154, sens:0.691, spec:0.754, ppv:0.352, acc:0.743, f1:0.466, mcc:0.006, total+:108, total-:231 @threshold:0.149, sens:0.709, spec:0.750, ppv:0.355, acc:0.743, f1:0.473, mcc:0.006, total+:110, total-:229 @threshold:0.144, sens:0.709, spec:0.746, ppv:0.351, acc:0.740, f1:0.470, mcc:0.006, total+:111, total-:228 @threshold:0.119, sens:0.727, spec:0.736, ppv:0.348, acc:0.735, f1:0.471, mcc:0.006, total+:115, total-:224 @threshold:0.118, sens:0.727, spec:0.732, ppv:0.345, acc:0.732, f1:0.468, mcc:0.006, total+:116, total-:223 @threshold:0.117, sens:0.745, spec:0.732, ppv:0.350, acc:0.735, f1:0.477, mcc:0.006, total+:117, total-:222 @threshold:0.117, sens:0.745, spec:0.729, ppv:0.347, acc:0.732, f1:0.474, mcc:0.006, total+:118, total-:221 @threshold:0.098, sens:0.764, spec:0.729, ppv:0.353, acc:0.735, f1:0.483, mcc:0.006, total+:119, total-:220 @threshold:0.071, sens:0.764, spec:0.725, ppv:0.350, acc:0.732, f1:0.480, mcc:0.006, total+:120, total-:219 @threshold:0.003, sens:0.782, spec:0.676, ppv:0.319, acc:0.693, f1:0.453, mcc:0.005, total+:135, total-:204 @threshold:-0.000, sens:0.782, spec:0.673, ppv:0.316, acc:0.690, f1:0.450, mcc:0.005, total+:136, total-:203 @threshold:-0.118, sens:0.800, spec:0.560, ppv:0.260, acc:0.599, f1:0.393, mcc:0.003, total+:169, total-:170 @threshold:-0.120, sens:0.800, spec:0.556, ppv:0.259, acc:0.596, f1:0.391, mcc:0.003, total+:170, total-:169 @threshold:-0.158, sens:0.818, spec:0.532, ppv:0.253, acc:0.578, f1:0.386, mcc:0.003, total+:178, total-:161 @threshold:-0.158, sens:0.818, spec:0.528, ppv:0.251, acc:0.575, f1:0.385, mcc:0.003, total+:179, total-:160 @threshold:-0.168, sens:0.836, spec:0.525, ppv:0.254, acc:0.575, f1:0.390, mcc:0.003, total+:181, total-:158 @threshold:-0.171, sens:0.836, spec:0.521, ppv:0.253, acc:0.572, f1:0.388, mcc:0.003, total+:182, total-:157 @threshold:-0.174, sens:0.855, spec:0.521, ppv:0.257, acc:0.575, f1:0.395, mcc:0.003, total+:183, total-:156 @threshold:-0.177, sens:0.855, spec:0.518, ppv:0.255, acc:0.572, f1:0.393, mcc:0.003, total+:184, total-:155 @threshold:-0.233, sens:0.873, spec:0.479, ppv:0.245, acc:0.543, f1:0.382, mcc:0.003, total+:196, total-:143 @threshold:-0.236, sens:0.873, spec:0.475, ppv:0.244, acc:0.540, f1:0.381, mcc:0.003, total+:197, total-:142 @threshold:-0.239, sens:0.891, spec:0.472, ppv:0.246, acc:0.540, f1:0.386, mcc:0.003, total+:199, total-:140 @threshold:-0.243, sens:0.891, spec:0.468, ppv:0.245, acc:0.537, f1:0.384, mcc:0.003, total+:200, total-:139 @threshold:-0.255, sens:0.909, spec:0.461, ppv:0.246, acc:0.534, f1:0.388, mcc:0.003, total+:203, total-:136 @threshold:-0.259, sens:0.909, spec:0.458, ppv:0.245, acc:0.531, f1:0.386, mcc:0.003, total+:204, total-:135 @threshold:-0.395, sens:0.927, spec:0.320, ppv:0.209, acc:0.419, f1:0.341, mcc:0.002, total+:244, total-:95 @threshold:-0.399, sens:0.927, spec:0.317, ppv:0.208, acc:0.416, f1:0.340, mcc:0.002, total+:245, total-:94 @threshold:-0.426, sens:0.945, spec:0.285, ppv:0.204, acc:0.392, f1:0.335, mcc:0.002, total+:255, total-:84 @threshold:-0.431, sens:0.945, spec:0.282, ppv:0.203, acc:0.389, f1:0.334, mcc:0.002, total+:256, total-:83 @threshold:-0.575, sens:0.964, spec:0.162, ppv:0.182, acc:0.292, f1:0.306, mcc:0.001, total+:291, total-:48 @threshold:-0.576, sens:0.964, spec:0.158, ppv:0.182, acc:0.289, f1:0.305, mcc:0.001, total+:292, total-:47 @threshold:-0.719, sens:0.982, spec:0.081, ppv:0.171, acc:0.227, f1:0.292, mcc:0.001, total+:315, total-:24 @threshold:-0.722, sens:0.982, spec:0.077, ppv:0.171, acc:0.224, f1:0.291, mcc:0.001, total+:316, total-:23 @threshold:-1.116, sens:1.000, spec:0.004, ppv:0.163, acc:0.165, f1:0.280, mcc:0.001, total+:338, total-:1 * Vital: BMI-latest | coef 0.009 95% CI: [0.008 , 0.010] | OR_adj 1.009 [1.008 1.010] | occ: 1621 | OR_unadj: 4.766 [3.528 6.438] | indivs AUC:0.795 Correlated most with: Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.100 Maternal Vital: Wt-postPregnancy:0.098 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.093 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.080 Maternal Maternal Procedure History:99211-otherPregnancy:0.080 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.079 Diagnosis:9ccs58:Ot nutrit dx:0.077 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.075 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:0.073 Diagnosis:9ccs259:Unclassified:-0.071 * Vital: BMI-avg16to19 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1269 | OR_unadj: 3.131 [2.385 4.111] | indivs AUC:0.792 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.087 Maternal Maternal Procedure History:J1055-postPregnancy:-0.086 Maternal Vital: BMI-postPregnancy:0.081 Maternal Vital: Wt Percentile-postPregnancy:0.073 Maternal Vital: BMI Percentile-postPregnancy:0.072 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.071 Diagnosis:9ccs133:Oth low resp:-0.070 Diagnosis:9ccs48:Thyroid dsor:-0.069 Maternal Diagnosis:9ccs106:Dysrhythmia:0.068 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.067 Vital: Temp-avg3to5 | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 1313 | OR_unadj: 0.989 [0.753 1.299] | indivs AUC:0.470 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.102 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.095 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.092 Number of Visits:0.090 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.087 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:-0.080 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.077 Maternal Maternal Procedure History:97014-postPregnancy:0.077 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:-0.075 Maternal Maternal Lab History: AST-otherPregnancy:0.070 * Vital: Wt for Length ZScore-avg3to5 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1299 | OR_unadj: 1.902 [1.455 2.486] | indivs AUC:0.604 Correlated most with: Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.106 Maternal Maternal Lab History: INHMOM-postPregnancy:0.089 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.087 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.085 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.084 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.080 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.078 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.078 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.077 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.077 Vital: Temp-avg5to7 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1315 | OR_unadj: 1.008 [0.763 1.331] | indivs AUC:0.495 Correlated most with: Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.085 Diagnosis:9ccs94:Other ear dx:0.078 Maternal Vital: SpO2-postPregnancy:0.072 Maternal Diagnosis:9ccs61:Sickle cell:0.067 Diagnosis:9ccs123:Influenza:0.061 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.060 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:-0.060 Diagnosis:9ccs234:Crush injury:0.060 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.059 Maternal Diagnosis:9ccs238:Complic proc:0.058 * Vital: Wt for Length ZScore-avg1to3 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 1348 | OR_unadj: 1.471 [1.126 1.921] | indivs AUC:0.589 Correlated most with: Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.104 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:-0.084 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:-0.083 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.083 Diagnosis:9ccs259:Unclassified:-0.078 Maternal Diagnosis:9ccs5:HIV infectn:0.078 Maternal Diagnosis:9ccs189:Prev c-sectn:0.074 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.069 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.069 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.069 * Vital: BMI-avg13to16 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 1286 | OR_unadj: 3.814 [2.889 5.036] | indivs AUC:0.725 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.089 Maternal Diagnosis:9ccs185:Long pregncy:0.089 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.086 Diagnosis:9ccs125:Bronchitis:0.085 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.070 Maternal Maternal Lab History: MCH-otherPregnancy:-0.069 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.068 Diagnosis:9ccs153:GI hemorrhag:-0.068 Diagnosis:9ccs242:Poisn ot med:0.067 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.065 * Vital: BMI-avg19to24 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1354 | OR_unadj: 4.046 [3.062 5.347] | indivs AUC:0.772 Correlated most with: Maternal Vital: Wt-postPregnancy:0.104 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.098 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.092 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.086 Diagnosis:9ccs259:Unclassified:-0.086 Diagnosis:9ccs48:Thyroid dsor:-0.079 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.077 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:0.073 Maternal Vital: Wt-otherPregnancy:0.072 Maternal Maternal Procedure History:99211-otherPregnancy:0.071 Vital: Temp-avg19to24 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1373 | OR_unadj: 1.181 [0.894 1.561] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs133:Oth low resp:-0.092 Maternal Maternal Lab History: INHMOM-postPregnancy:0.085 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:-0.074 Maternal Vital: Temp-postPregnancy:0.072 Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.071 Diagnosis:9ccs154:Gastroent:-0.068 Diagnosis:9ccs92:Otitis media:0.066 Diagnosis:9ccs10:Immuniz/scrn:-0.065 Diagnosis:9ccs238:Complic proc:0.065 Maternal Vital: BP-postPregnancy:-0.063 * Vital: Wt-avg5to7 | coef 0.007 95% CI: [0.004 , 0.010] | OR_adj 1.007 [1.004 1.010] | occ: 1315 | OR_unadj: 2.102 [1.606 2.750] | indivs AUC:0.606 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.190 Maternal Diagnosis:9ccs184:Early labor:-0.126 Diagnosis:9ccs238:Complic proc:-0.108 Newborn Diagnosis:9ccs221:Resp distres:-0.103 Maternal Diagnosis:9ccs185:Long pregncy:0.102 Maternal Vital: SpO2-postPregnancy:-0.094 Diagnosis:9ccs219:Low birth wt:-0.091 Maternal Vital: Wt-postPregnancy:0.091 Maternal Vital: RR-postPregnancy:0.084 Newborn Diagnosis:9ccs253:Allergy:-0.072 * Vital: BMI-avg1to3 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 1340 | OR_unadj: 1.980 [1.513 2.590] | indivs AUC:0.662 Correlated most with: Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.141 Newborn Diagnosis:9ccs219:Low birth wt:-0.109 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.094 Diagnosis:9ccs219:Low birth wt:-0.084 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.082 Diagnosis:9ccs125:Bronchitis:0.071 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.070 Maternal Vital: Wt-postPregnancy:0.070 Diagnosis:9ccs147:Anal/rectal:0.070 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.069 Vital: Wt for Length ZScore-gain5to10 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1438 | OR_unadj: 1.002 [0.766 1.310] | indivs AUC:0.523 Correlated most with: Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.099 Maternal Diagnosis:9ccs48:Thyroid dsor:-0.093 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.085 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.081 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.079 Maternal Diagnosis:9ccs98:HTN:-0.079 Maternal Maternal Procedure History:96372-otherPregnancy:-0.075 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.074 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.071 Maternal Diagnosis:9ccs184:Early labor:-0.067 * Vital: BMI-avg3to5 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1296 | OR_unadj: 1.871 [1.431 2.447] | indivs AUC:0.611 Correlated most with: Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.108 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.104 Maternal Maternal Lab History: INHMOM-postPregnancy:0.101 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.094 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.093 Maternal Vital: Wt-postPregnancy:0.085 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.085 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.085 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.084 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.080 Vital: Temp-avg0to1 | coef 0.006 95% CI: [0.006 , 0.007] | OR_adj 1.006 [1.006 1.007] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.490 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.092 Maternal Maternal Procedure History:81025-postPregnancy:-0.065 Maternal Maternal Procedure History:J1055-postPregnancy:-0.065 Diagnosis:9ccs76:Meningitis:0.063 Diagnosis:9ccs216:Nerv cong an:0.063 Diagnosis:9ccs58:Ot nutrit dx:-0.063 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.063 Maternal Maternal Lab History: POLYS-postPregnancy:-0.061 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.061 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.061 MatDeliveryAge | coef 0.006 95% CI: [0.006 , 0.007] | OR_adj 1.006 [1.006 1.007] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.518 Correlated most with: MatDeliveryAge:1.000 Maternal Diagnosis:9ccs176:Contraceptiv:0.265 Maternal Diagnosis:9ccs186:DM in preg:0.211 Maternal Diagnosis:9ccs189:Prev c-sectn:0.175 Maternal Vital: BP-postPregnancy:0.144 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.137 Maternal Diagnosis:9ccs49:DiabMel no c:0.137 Maternal Diagnosis:9ccs195:Ot compl bir:0.128 Maternal Vital: Wt-postPregnancy:0.124 Maternal Maternal Lab History: CREATININE-postPregnancy:0.114 * Vital: Wt-gain3to7 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1439 | OR_unadj: 1.333 [1.022 1.740] | indivs AUC:0.560 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:-0.091 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.086 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:0.084 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.083 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.082 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.078 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.077 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.077 Diagnosis:9ccs92:Otitis media:0.074 Maternal Maternal Lab History: GLOBULIN-postPregnancy:0.074 Vital: Wt for Length ZScore-gain10to16 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.008] | occ: 1476 | OR_unadj: 1.137 [0.870 1.485] | indivs AUC:0.558 Correlated most with: Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.070 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.068 Maternal Diagnosis:9ccs5:HIV infectn:-0.067 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.064 Diagnosis:9ccs113:Late eff CVD:0.063 Diagnosis:9ccs95:Oth nerv dx:0.059 Newborn Diagnosis:9ccs94:Other ear dx:0.059 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.058 Maternal Diagnosis:9ccs168:PID:-0.055 Maternal Maternal Lab History: BUN-otherPregnancy:0.054 Vital: Temp-latest | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.465 Correlated most with: Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.105 Diagnosis:9ccs154:Gastroent:-0.089 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.079 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.079 Maternal Maternal Lab History: INHMOM-postPregnancy:0.078 Maternal Maternal Lab History: AST-otherPregnancy:0.075 Maternal Diagnosis:9ccs181:Ot preg comp:0.070 Maternal Diagnosis:9ccs91:Other eye dx:0.069 Maternal Diagnosis:9ccs10:Immuniz/scrn:0.069 Maternal Vital: BP-postPregnancy:-0.067 Vital: Temp-avg7to10 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1351 | OR_unadj: 0.832 [0.534 1.296] | indivs AUC:0.478 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.195 Diagnosis:9ccs255:Social admin:-0.173 Diagnosis:9ccs7:Viral infect:-0.111 Number of Visits:-0.107 Diagnosis:9ccs126:Ot up rsp in:-0.105 Diagnosis:9ccs74:Ot mentl cnd:-0.095 Diagnosis:9ccs217:Ot cong anom:-0.094 Diagnosis:9ccs257:Ot aftercare:-0.090 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:0.079 Diagnosis:9ccs197:Skin infectn:-0.074 * Vital: BMI-gain16to24 | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1447 | OR_unadj: 1.625 [1.206 2.189] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs189:Prev c-sectn:0.074 Maternal Diagnosis:9ccs138:Esophgeal dx:-0.071 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.069 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.069 Number of Visits:-0.068 Maternal Vital: Wt Change-otherPregnancy:0.066 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.062 Maternal Maternal Lab History: MUMPS IGG-postPregnancy:0.059 Diagnosis:9ccs4:Mycoses:-0.059 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:-0.058 * Number of Visits | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1645 | OR_unadj: 0.708 [0.535 0.936] | indivs AUC:0.478 Correlated most with: Number of Visits:1.000 Diagnosis:9ccs126:Ot up rsp in:0.430 Diagnosis:9ccs92:Otitis media:0.408 Diagnosis:9ccs7:Viral infect:0.408 Diagnosis:9ccs133:Oth low resp:0.337 Diagnosis:9ccs257:Ot aftercare:0.325 Diagnosis:9ccs135:Intest infct:0.310 Diagnosis:9ccs155:Other GI dx:0.304 Diagnosis:9ccs90:Eye infectn:0.286 Diagnosis:9ccs10:Immuniz/scrn:0.277 * Vital: Wt for Length ZScore-avg16to19 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1267 | OR_unadj: 3.111 [2.368 4.088] | indivs AUC:0.781 Correlated most with: Maternal Vital: Wt Percentile-postPregnancy:0.093 Maternal Vital: BMI Percentile-postPregnancy:0.083 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.082 Maternal Maternal Procedure History:J1055-postPregnancy:-0.082 Maternal Diagnosis:9ccs163:Other GU dx:-0.076 Diagnosis:9ccs48:Thyroid dsor:-0.074 Maternal Vital: BMI-postPregnancy:0.072 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.069 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.068 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.068 * Vital: Wt-gain16to24 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1425 | OR_unadj: 2.121 [1.581 2.845] | indivs AUC:0.582 Correlated most with: Maternal Diagnosis:9ccs189:Prev c-sectn:0.082 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.081 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.077 Maternal Diagnosis:9ccs138:Esophgeal dx:-0.076 Number of Visits:-0.074 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.070 Maternal Maternal Procedure History:86703-postPregnancy:0.070 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.065 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:-0.064 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:-0.063 * Vital: Wt-avg1to3 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1353 | OR_unadj: 1.405 [1.071 1.842] | indivs AUC:0.600 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.278 Maternal Diagnosis:9ccs184:Early labor:-0.237 Diagnosis:9ccs219:Low birth wt:-0.169 Maternal Diagnosis:9ccs185:Long pregncy:0.151 Newborn Diagnosis:9ccs256:Exam/eval:-0.136 Newborn Diagnosis:9ccs221:Resp distres:-0.113 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.099 Maternal Maternal Procedure History:86580-postPregnancy:-0.098 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.095 Diagnosis:9ccs143:Abdom hernia:-0.090 Vital: Temp-avg10to13 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1399 | OR_unadj: 1.016 [0.764 1.351] | indivs AUC:0.560 Correlated most with: Diagnosis:9ccs175:Ot femal gen:-0.199 Maternal Diagnosis:9ccs172:Ovarian cyst:-0.199 Maternal Diagnosis:9ccs46:Bnign ut neo:-0.146 Diagnosis:9ccs223:Birth trauma:-0.120 Maternal Diagnosis:9ccs188:Pelvic obstr:-0.105 Diagnosis:9ccs247:Lymph enlarg:-0.090 Newborn Diagnosis:9ccs259:Unclassified:-0.079 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:-0.079 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:-0.079 Maternal Diagnosis:9ccs238:Complic proc:0.075 * Vital: Wt for Length ZScore-avg7to10 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1331 | OR_unadj: 2.704 [2.060 3.548] | indivs AUC:0.643 Correlated most with: Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.093 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.077 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.076 Maternal Vital: BMI Percentile-postPregnancy:0.075 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.075 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.075 Maternal Maternal Procedure History:81025-postPregnancy:0.074 Maternal Vital: Wt-postPregnancy:0.073 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.073 Diagnosis:9ccs125:Bronchitis:0.072 Vital: Temp-avg1to3 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1348 | OR_unadj: 1.102 [0.834 1.456] | indivs AUC:0.527 Correlated most with: Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.083 Maternal Maternal Procedure History:36415-otherPregnancy:-0.077 Diagnosis:9ccs90:Eye infectn:-0.077 Diagnosis:9ccs7:Viral infect:-0.077 Maternal Maternal Lab History: MONOS-postPregnancy:0.072 Maternal Maternal Procedure History:99401-otherPregnancy:0.071 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.069 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.068 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.068 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.067 * Vital: Wt Change-latest | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 979 | OR_unadj: 1.660 [1.219 2.259] | indivs AUC:0.608 Correlated most with: Number of Visits:-0.181 Diagnosis:9ccs126:Ot up rsp in:-0.138 Diagnosis:9ccs92:Otitis media:-0.120 Diagnosis:9ccs125:Bronchitis:-0.110 Maternal Maternal Procedure History:90746-postPregnancy:-0.099 Diagnosis:9ccs133:Oth low resp:-0.082 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:-0.082 Newborn Diagnosis:9ccs0:No DX:0.081 Diagnosis:9ccs135:Intest infct:-0.079 Diagnosis:9ccs257:Ot aftercare:-0.078 Vital: Temp-avg13to16 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1313 | OR_unadj: 1.227 [0.936 1.609] | indivs AUC:0.567 Correlated most with: Diagnosis:9ccs92:Otitis media:0.145 Maternal Vital: BMI-otherPregnancy:0.130 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.124 Maternal Diagnosis:9ccs149:Biliary dx:0.085 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.082 Maternal Diagnosis:9ccs183:HTN in preg:0.081 Diagnosis:9ccs124:Tonsillitis:0.081 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.078 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.078 Maternal Maternal Lab History: FERRITIN-postPregnancy:-0.078 * Vital: BMI-gain0to3 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1391 | OR_unadj: 1.452 [1.110 1.899] | indivs AUC:0.557 Correlated most with: Number of Visits:0.140 Diagnosis:9ccs126:Ot up rsp in:0.116 Maternal Diagnosis:9ccs184:Early labor:0.084 Diagnosis:9ccs92:Otitis media:0.082 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:0.070 Diagnosis:9ccs128:Asthma:0.069 Newborn Diagnosis:9ccs256:Exam/eval:0.068 Diagnosis:9ccs122:Pneumonia:0.068 Maternal Maternal Lab History: INR-otherPregnancy:-0.067 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.065 * Vital: Wt for Length ZScore-gain13to19 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1451 | OR_unadj: 1.313 [1.006 1.713] | indivs AUC:0.514 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:-0.077 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.071 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.068 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.066 Diagnosis:9ccs163:Other GU dx:-0.065 Newborn Diagnosis:9ccs222:Perint jaund:0.065 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.063 Diagnosis:9ccs240:Burns:-0.063 Diagnosis:9ccs143:Abdom hernia:0.059 Newborn Diagnosis:9ccs219:Low birth wt:0.058 Vital: Wt for Length ZScore-gain1to5 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1394 | OR_unadj: 1.181 [0.903 1.546] | indivs AUC:0.536 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:0.133 Newborn Diagnosis:9ccs219:Low birth wt:0.111 Diagnosis:9ccs147:Anal/rectal:0.103 Diagnosis:9ccs219:Low birth wt:0.092 Maternal Diagnosis:9ccs185:Long pregncy:-0.086 Maternal Maternal Procedure History:81025-otherPregnancy:0.085 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.082 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.082 Maternal Diagnosis:9ccs46:Bnign ut neo:-0.077 Maternal Maternal Procedure History:36416-postPregnancy:-0.070 * Maternal Vital: Wt-postPregnancy | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 666 | OR_unadj: 1.845 [1.336 2.549] | indivs AUC:0.588 Correlated most with: Maternal Vital: Wt-postPregnancy:1.000 Maternal Vital: Wt-otherPregnancy:0.634 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.311 Maternal Vital: Ht-postPregnancy:0.298 Maternal Vital: BP-postPregnancy:0.298 Maternal Vital: BP-otherPregnancy:0.297 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.281 Maternal Maternal Lab History: MCH-postPregnancy:-0.233 Maternal Vital: BMI Percentile-postPregnancy:0.207 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.205 Vital: Temp-avg16to19 | coef 0.006 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.006] | occ: 1297 | OR_unadj: 0.872 [0.571 1.331] | indivs AUC:0.514 Correlated most with: Diagnosis:9ccs255:Social admin:-0.143 Diagnosis:9ccs10:Immuniz/scrn:-0.132 Number of Visits:-0.118 Diagnosis:9ccs257:Ot aftercare:-0.106 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.102 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.102 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.097 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.097 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.094 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.094 * Vital: BMI-avg0to1 | coef 0.006 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.006] | occ: 1326 | OR_unadj: 1.323 [1.012 1.730] | indivs AUC:0.621 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.237 Maternal Diagnosis:9ccs184:Early labor:-0.227 Diagnosis:9ccs219:Low birth wt:-0.162 Maternal Diagnosis:9ccs185:Long pregncy:0.156 Newborn Diagnosis:9ccs224:Ot perint dx:0.093 Maternal Maternal Lab History: PTT-otherPregnancy:-0.093 Newborn Diagnosis:9ccs221:Resp distres:-0.090 Newborn Diagnosis:9ccs253:Allergy:-0.090 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.087 Maternal Diagnosis:9ccs183:HTN in preg:-0.085 Vital: BMI-gain3to7 | coef 0.006 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.006] | occ: 1430 | OR_unadj: 1.091 [0.835 1.425] | indivs AUC:0.512 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:-0.095 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.084 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.081 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:0.081 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.079 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.079 Maternal Maternal Procedure History:86580-postPregnancy:-0.072 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.071 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.071 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.071 * Vital: BMI-avg10to13 | coef 0.006 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.006] | occ: 1380 | OR_unadj: 2.656 [2.025 3.483] | indivs AUC:0.689 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.112 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.091 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.091 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.080 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.074 Diagnosis:9ccs242:Poisn ot med:0.072 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.071 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.071 Newborn Diagnosis:9ccs223:Birth trauma:0.071 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.070 Vital: Wt-gain1to5 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1425 | OR_unadj: 1.212 [0.922 1.593] | indivs AUC:0.535 Correlated most with: Number of Visits:0.186 Diagnosis:9ccs126:Ot up rsp in:0.121 Diagnosis:9ccs7:Viral infect:0.096 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.086 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.085 Diagnosis:9ccs239:Superfic inj:0.084 Maternal Maternal Procedure History:90472-postPregnancy:0.080 Diagnosis:9ccs154:Gastroent:-0.075 Diagnosis:9ccs135:Intest infct:0.074 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:-0.073 * Vital: BMI-gain7to13 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.006] | occ: 1475 | OR_unadj: 1.324 [1.001 1.752] | indivs AUC:0.542 Correlated most with: Maternal Diagnosis:9ccs69:Affective dx:-0.083 Maternal Maternal Procedure History:86580-postPregnancy:-0.079 Diagnosis:9ccs10:Immuniz/scrn:-0.068 Maternal Maternal Procedure History:36416-postPregnancy:-0.066 Lab:292495 LEAD LEVEL - Sunrise:-0.059 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.056 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:-0.056 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.056 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:0.055 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.055 Vital: Ht-gain16to24 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1417 | OR_unadj: 1.402 [0.978 2.008] | indivs AUC:0.553 Correlated most with: Maternal Diagnosis:9ccs189:Prev c-sectn:0.076 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.074 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.072 Diagnosis:9ccs4:Mycoses:-0.065 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.062 Number of Visits:-0.061 Maternal Maternal Procedure History:J1055-postPregnancy:-0.059 Maternal Maternal Procedure History:90772-postPregnancy:-0.059 Maternal Vital: HR-postPregnancy:0.059 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.059 Vital: HC-gain0to3 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1332 | OR_unadj: 0.871 [0.636 1.192] | indivs AUC:0.490 Correlated most with: Number of Visits:0.117 Maternal Maternal Lab History: INR-otherPregnancy:-0.090 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:-0.077 Diagnosis:9ccs126:Ot up rsp in:0.073 Maternal Diagnosis:9ccs7:Viral infect:-0.072 Diagnosis:9ccs137:Mouth dx:0.072 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:-0.069 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.069 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.068 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:0.068 Vital: Wt-avg0to1 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1336 | OR_unadj: 1.096 [0.838 1.434] | indivs AUC:0.526 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.362 Maternal Diagnosis:9ccs184:Early labor:-0.355 Diagnosis:9ccs219:Low birth wt:-0.222 Maternal Diagnosis:9ccs185:Long pregncy:0.217 Newborn Diagnosis:9ccs221:Resp distres:-0.150 Newborn Diagnosis:9ccs256:Exam/eval:-0.139 Newborn Diagnosis:9ccs224:Ot perint dx:0.130 Maternal Diagnosis:9ccs183:HTN in preg:-0.125 Newborn Diagnosis:9ccs253:Allergy:-0.111 Newborn Diagnosis:9ccs222:Perint jaund:-0.107 Vital: Ht-gain0to3 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1394 | OR_unadj: 0.853 [0.644 1.129] | indivs AUC:0.537 Correlated most with: Number of Visits:0.136 Diagnosis:9ccs126:Ot up rsp in:0.108 Maternal Maternal Lab History: INR-otherPregnancy:-0.086 Diagnosis:9ccs10:Immuniz/scrn:0.076 Diagnosis:9ccs92:Otitis media:0.074 Maternal Diagnosis:9ccs7:Viral infect:-0.071 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.070 Maternal Maternal Lab History: WBC-postPregnancy:0.069 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.068 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.068 Vital: Wt for Length ZScore-gain16to24 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1432 | OR_unadj: 1.066 [0.815 1.393] | indivs AUC:0.594 Correlated most with: Maternal Vital: BMI-postPregnancy:0.074 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.070 Maternal Maternal Procedure History:81000-otherPregnancy:0.068 Maternal Maternal Lab History: MPV-postPregnancy:-0.065 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.065 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.065 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.064 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.062 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.061 Maternal Vital: Wt Percentile-postPregnancy:0.060 * Vital: Wt for Length ZScore-avg19to24 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1347 | OR_unadj: 3.737 [2.826 4.943] | indivs AUC:0.763 Correlated most with: Maternal Vital: Wt-postPregnancy:0.101 Diagnosis:9ccs48:Thyroid dsor:-0.091 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.091 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.086 Diagnosis:9ccs259:Unclassified:-0.086 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.082 Maternal Vital: Wt-otherPregnancy:0.081 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.067 Maternal Diagnosis:9ccs182:Hemorr preg:-0.066 Maternal Maternal Lab History: HCG-postPregnancy:-0.064 * Vital: BMI-gain0to24 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1338 | OR_unadj: 3.923 [2.973 5.177] | indivs AUC:0.778 Correlated most with: Maternal Vital: Wt-postPregnancy:0.103 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.092 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.085 Diagnosis:9ccs259:Unclassified:-0.084 Diagnosis:9ccs48:Thyroid dsor:-0.079 Maternal Vital: BP-postPregnancy:0.074 Maternal Vital: Wt-otherPregnancy:0.073 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:0.073 Maternal Maternal Procedure History:99211-otherPregnancy:0.071 * Vital: Wt for Length ZScore-gain0to24 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.783 Correlated most with: Maternal Vital: Wt-postPregnancy:0.106 Diagnosis:9ccs126:Ot up rsp in:0.093 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.083 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.082 Maternal Vital: Temp-otherPregnancy:0.082 Maternal Vital: Wt-otherPregnancy:0.077 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071 Diagnosis:9ccs48:Thyroid dsor:-0.071 Number of Visits:0.070 Diagnosis:9ccs259:Unclassified:-0.067 Vital: HC-gain16to24 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1064 | OR_unadj: 0.868 [0.662 1.137] | indivs AUC:0.535 Correlated most with: Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.071 Maternal Maternal Procedure History:J1055-postPregnancy:-0.063 Maternal Diagnosis:9ccs159:UTI:-0.062 Lab:292495 LEAD LEVEL - Sunrise:0.060 Diagnosis:9ccs209:Ot acq defor:0.056 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.055 Maternal Maternal Procedure History:86580-postPregnancy:0.055 Newborn Diagnosis:9ccs256:Exam/eval:-0.054 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.054 Maternal Diagnosis:9ccs98:HTN:0.054 Vital: Wt for Length ZScore-gain3to7 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1431 | OR_unadj: 0.985 [0.752 1.290] | indivs AUC:0.510 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:0.085 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.083 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.082 Maternal Maternal Procedure History:81025-otherPregnancy:-0.082 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.081 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.081 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.080 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:0.072 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.067 Maternal Vital: Wt Change-postPregnancy:-0.064 * Vital: Wt-gain5to10 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1444 | OR_unadj: 1.450 [1.102 1.909] | indivs AUC:0.564 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.096 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.092 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.081 Maternal Diagnosis:9ccs149:Biliary dx:0.074 Maternal Maternal Lab History: MCV-otherPregnancy:-0.074 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:-0.072 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.072 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:-0.068 Maternal Vital: Wt-postPregnancy:0.068 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.066 Vital: Ht-avg7to10 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1332 | OR_unadj: 1.262 [0.963 1.654] | indivs AUC:0.531 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.129 Maternal Vital: Ht-postPregnancy:0.115 Maternal Diagnosis:9ccs5:HIV infectn:-0.099 Maternal Diagnosis:9ccs184:Early labor:-0.098 Maternal Diagnosis:9ccs185:Long pregncy:0.097 Maternal Diagnosis:9ccs193:OB-related perin trauma:0.094 Diagnosis:9ccs219:Low birth wt:-0.079 Maternal Vital: Wt-postPregnancy:0.076 Diagnosis:9ccs238:Complic proc:-0.075 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.074 * Vital: Wt for Length ZScore-latest | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.783 Correlated most with: Maternal Vital: Wt-postPregnancy:0.106 Diagnosis:9ccs126:Ot up rsp in:0.093 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.083 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.082 Maternal Vital: Temp-otherPregnancy:0.082 Maternal Vital: Wt-otherPregnancy:0.077 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071 Diagnosis:9ccs48:Thyroid dsor:-0.071 Number of Visits:0.070 Diagnosis:9ccs259:Unclassified:-0.067 * Vital: Wt-avg7to10 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1355 | OR_unadj: 2.480 [1.894 3.248] | indivs AUC:0.633 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.112 Maternal Vital: Wt-postPregnancy:0.107 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.102 Maternal Diagnosis:9ccs185:Long pregncy:0.094 Diagnosis:9ccs219:Low birth wt:-0.091 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.083 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.082 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.081 Diagnosis:9ccs238:Complic proc:-0.079 Diagnosis:9ccs125:Bronchitis:0.075 Vital: BMI-gain5to10 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1455 | OR_unadj: 1.104 [0.834 1.462] | indivs AUC:0.488 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.095 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.087 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.077 Maternal Diagnosis:9ccs149:Biliary dx:0.073 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.072 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.068 Maternal Vital: Wt Percentile-otherPregnancy:0.067 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.067 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.066 Maternal Maternal Lab History: MCV-otherPregnancy:-0.064 Vital: Wt for Length ZScore-gain7to13 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1460 | OR_unadj: 1.296 [0.993 1.692] | indivs AUC:0.536 Correlated most with: Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.104 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.104 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.092 Lab:292495 LEAD LEVEL - Sunrise:0.089 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.082 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.082 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.082 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.078 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.077 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.075 * Vital: Wt-gain0to3 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1401 | OR_unadj: 1.349 [1.031 1.765] | indivs AUC:0.605 Correlated most with: Number of Visits:0.150 Diagnosis:9ccs126:Ot up rsp in:0.121 Diagnosis:9ccs92:Otitis media:0.100 Diagnosis:9ccs10:Immuniz/scrn:0.083 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.073 Diagnosis:9ccs137:Mouth dx:0.071 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.068 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.068 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:0.066 Diagnosis:9ccs128:Asthma:0.066 Vital: HR-latest | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1010 | OR_unadj: 0.762 [0.553 1.050] | indivs AUC:0.540 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:0.112 Diagnosis:9ccs217:Ot cong anom:0.083 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.083 Maternal Maternal Lab History: BUN-postPregnancy:-0.081 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.071 Maternal Vital: Ht-postPregnancy:-0.071 Newborn Diagnosis:9ccs256:Exam/eval:0.069 Maternal Vital: Wt Percentile-postPregnancy:-0.067 Diagnosis:9ccs47:Ot bnign neo:0.063 Diagnosis:9ccs122:Pneumonia:-0.063 Vital: Wt Percentile-gain16to24 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 961 | OR_unadj: 1.048 [0.733 1.496] | indivs AUC:0.531 Correlated most with: Maternal Diagnosis:9ccs138:Esophgeal dx:-0.094 Maternal Vital: BMI-otherPregnancy:-0.092 Maternal Vital: Wt Change-otherPregnancy:0.085 Diagnosis:9ccs0:No DX:0.084 Diagnosis:9ccs74:Ot mentl cnd:0.077 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.074 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.071 Maternal Maternal Procedure History:90470-postPregnancy:0.069 Maternal Maternal Procedure History:90663-postPregnancy:0.069 Maternal Maternal Procedure History:90772-postPregnancy:-0.068 * Vital: Wt-gain7to13 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1465 | OR_unadj: 1.582 [1.200 2.085] | indivs AUC:0.584 Correlated most with: Maternal Maternal Procedure History:86580-postPregnancy:-0.082 Maternal Maternal Lab History: WBC-postPregnancy:-0.070 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.067 Diagnosis:9ccs10:Immuniz/scrn:-0.066 Maternal Diagnosis:9ccs184:Early labor:-0.062 Lab:292495 LEAD LEVEL - Sunrise:-0.061 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.060 Maternal Maternal Lab History: LDL-otherPregnancy:0.059 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.058 Maternal Diagnosis:9ccs155:Other GI dx:0.058 * Vital: Ht-gain7to13 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1451 | OR_unadj: 1.379 [1.027 1.851] | indivs AUC:0.532 Correlated most with: Maternal Diagnosis:9ccs69:Affective dx:-0.090 Maternal Maternal Procedure History:86580-postPregnancy:-0.077 Maternal Maternal Procedure History:36416-postPregnancy:-0.066 Maternal Diagnosis:9ccs184:Early labor:-0.061 Diagnosis:9ccs10:Immuniz/scrn:-0.060 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.058 Maternal Maternal Lab History: LDL-otherPregnancy:0.058 Maternal Diagnosis:9ccs186:DM in preg:-0.057 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.057 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.057 Vital: BMI-gain1to5 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1421 | OR_unadj: 1.007 [0.771 1.314] | indivs AUC:0.507 Correlated most with: Number of Visits:0.129 Diagnosis:9ccs126:Ot up rsp in:0.101 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.100 Maternal Vital: RR-otherPregnancy:0.081 Maternal Maternal Procedure History:90472-postPregnancy:0.078 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.072 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.072 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.070 Diagnosis:9ccs239:Superfic inj:0.070 Diagnosis:9ccs135:Intest infct:0.068 Vital: HC-gain7to13 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1298 | OR_unadj: 1.240 [0.922 1.668] | indivs AUC:0.586 Correlated most with: Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.082 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.073 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.072 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.071 Diagnosis:9ccs10:Immuniz/scrn:-0.069 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.069 Maternal Diagnosis:9ccs238:Complic proc:-0.067 Diagnosis:9ccs251:Abdomnl pain:0.066 Maternal Maternal Procedure History:97140-postPregnancy:-0.065 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:-0.065 Vital: Wt-gain13to19 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1408 | OR_unadj: 1.117 [0.855 1.458] | indivs AUC:0.590 Correlated most with: Maternal Maternal Procedure History:86703-postPregnancy:-0.066 Number of Visits:0.065 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:-0.064 Maternal Diagnosis:9ccs46:Bnign ut neo:0.063 Maternal Maternal Lab History: AMYLASE-postPregnancy:-0.062 Diagnosis:9ccs7:Viral infect:0.062 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.062 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.061 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.060 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.060 * Vital: Wt for Length Zscore-avg10to13 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1381 | OR_unadj: 2.955 [2.245 3.890] | indivs AUC:0.694 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.112 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.095 Maternal Diagnosis:9ccs185:Long pregncy:0.079 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.075 Maternal Vital: Wt-postPregnancy:0.074 Newborn Diagnosis:9ccs223:Birth trauma:0.073 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.072 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.070 Diagnosis:9ccs219:Low birth wt:-0.070 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.069 * Vital: BMI-avg7to10 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1333 | OR_unadj: 2.458 [1.877 3.218] | indivs AUC:0.623 Correlated most with: Maternal Maternal Procedure History:90472-postPregnancy:0.103 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.085 Maternal Maternal Procedure History:81025-postPregnancy:0.084 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.082 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.080 Maternal Vital: BMI Percentile-postPregnancy:0.077 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.077 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.076 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.076 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.073 Vital: Ht Percentile-gain16to24 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.554 Correlated most with: Diagnosis:9ccs0:No DX:0.102 Diagnosis:9ccs258:Other screen:-0.095 Maternal Maternal Procedure History:90772-postPregnancy:-0.087 Maternal Maternal Procedure History:90663-postPregnancy:0.083 Maternal Maternal Procedure History:90470-postPregnancy:0.083 Maternal Maternal Procedure History:J1055-postPregnancy:-0.082 Diagnosis:9ccs51:Ot endo dsor:-0.076 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.073 Diagnosis:9ccs259:Unclassified:0.067 Newborn Diagnosis:9ccs224:Ot perint dx:-0.066 * Vital: Wt Change-avg16to19 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 712 | OR_unadj: 1.794 [1.198 2.685] | indivs AUC:0.516 Correlated most with: Number of Visits:-0.238 Diagnosis:9ccs90:Eye infectn:-0.120 Diagnosis:9ccs257:Ot aftercare:-0.120 Diagnosis:9ccs10:Immuniz/scrn:-0.119 Diagnosis:9ccs135:Intest infct:-0.119 Diagnosis:9ccs126:Ot up rsp in:-0.116 Diagnosis:9ccs92:Otitis media:-0.111 Diagnosis:9ccs242:Poisn ot med:-0.100 Diagnosis:9ccs7:Viral infect:-0.099 Diagnosis:9ccs133:Oth low resp:-0.093 * Vital: Wt Percentile-latest | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1028 | OR_unadj: 2.134 [1.631 2.792] | indivs AUC:0.737 Correlated most with: Maternal Vital: Wt-postPregnancy:0.090 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088 Diagnosis:9ccs48:Thyroid dsor:-0.087 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.080 Maternal Vital: Ht-postPregnancy:0.074 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.070 Diagnosis:9ccs89:Blindness:0.066 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.066 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.065 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.065 Vital: HC-gain5to10 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1305 | OR_unadj: 1.028 [0.772 1.370] | indivs AUC:0.434 Correlated most with: Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.127 Maternal Vital: Ht-otherPregnancy:-0.103 Maternal Maternal Procedure History:97140-postPregnancy:0.096 Lab:292495 LEAD LEVEL - Sunrise:0.079 Maternal Maternal Lab History: PTT-postPregnancy:-0.078 Maternal Maternal Lab History: CREATININE-postPregnancy:-0.076 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.073 Maternal Vital: BMI-postPregnancy:0.069 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.068 Diagnosis:9ccs251:Abdomnl pain:-0.067 * Vital: Wt-latest | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1626 | OR_unadj: 3.500 [2.571 4.766] | indivs AUC:0.761 Correlated most with: Number of Visits:0.377 Diagnosis:9ccs126:Ot up rsp in:0.281 Diagnosis:9ccs10:Immuniz/scrn:0.260 Diagnosis:9ccs92:Otitis media:0.212 Diagnosis:9ccs7:Viral infect:0.178 Diagnosis:9ccs257:Ot aftercare:0.155 Maternal Vital: Wt-postPregnancy:0.139 Diagnosis:9ccs135:Intest infct:0.138 Diagnosis:9ccs90:Eye infectn:0.129 Maternal Maternal Procedure History:36415-otherPregnancy:-0.110 Vital: HC-latest | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.592 Correlated most with: Number of Visits:0.302 Diagnosis:9ccs126:Ot up rsp in:0.252 Diagnosis:9ccs10:Immuniz/scrn:0.246 Diagnosis:9ccs92:Otitis media:0.214 Diagnosis:9ccs257:Ot aftercare:0.211 Diagnosis:9ccs7:Viral infect:0.160 Diagnosis:9ccs125:Bronchitis:0.152 Diagnosis:9ccs135:Intest infct:0.150 Diagnosis:9ccs90:Eye infectn:0.137 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.128 * Vital: Ht-avg13to16 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1287 | OR_unadj: 1.332 [1.019 1.741] | indivs AUC:0.515 Correlated most with: Maternal Vital: Ht-postPregnancy:0.136 Newborn Diagnosis:9ccs219:Low birth wt:-0.120 Maternal Vital: Wt-postPregnancy:0.098 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.092 Diagnosis:9ccs2:Septicemia:0.082 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.079 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.076 Maternal Vital: Ht-otherPregnancy:0.075 Maternal Diagnosis:9ccs184:Early labor:-0.074 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.074 * Vital: Wt for Length ZScore-avg13to16 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1287 | OR_unadj: 3.550 [2.689 4.687] | indivs AUC:0.715 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090 Maternal Diagnosis:9ccs185:Long pregncy:0.087 Diagnosis:9ccs125:Bronchitis:0.076 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.075 Diagnosis:9ccs48:Thyroid dsor:-0.070 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.069 Maternal Maternal Lab History: MPV-postPregnancy:0.068 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.066 Diagnosis:9ccs242:Poisn ot med:0.065 Maternal Vital: Wt-postPregnancy:0.064 * Vital: Wt-avg3to5 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1316 | OR_unadj: 1.676 [1.282 2.190] | indivs AUC:0.597 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.220 Maternal Diagnosis:9ccs184:Early labor:-0.140 Maternal Diagnosis:9ccs185:Long pregncy:0.136 Diagnosis:9ccs219:Low birth wt:-0.108 Maternal Vital: Wt-postPregnancy:0.096 Maternal Diagnosis:9ccs128:Asthma:-0.094 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.091 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.089 Newborn Diagnosis:9ccs222:Perint jaund:-0.085 Newborn Diagnosis:9ccs221:Resp distres:-0.080 Vital: Ht-gain5to10 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1429 | OR_unadj: 1.097 [0.806 1.493] | indivs AUC:0.492 Correlated most with: Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.081 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.081 Lab:292495 LEAD LEVEL - Sunrise:0.079 Maternal Vital: Wt Percentile-otherPregnancy:0.069 Maternal Maternal Procedure History:81000-postPregnancy:0.068 Maternal Diagnosis:9ccs98:HTN:0.066 Maternal Diagnosis:9ccs149:Biliary dx:0.065 Diagnosis:9ccs89:Blindness:0.064 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.063 Maternal Diagnosis:9ccs192:Umbil cord:-0.063 Vital: Ht-gain3to7 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1405 | OR_unadj: 1.120 [0.858 1.461] | indivs AUC:0.523 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:-0.091 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.087 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.080 Maternal Maternal Procedure History:86580-postPregnancy:-0.073 Diagnosis:9ccs240:Burns:-0.071 Maternal Vital: Temp-postPregnancy:0.070 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.069 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.069 Diagnosis:9ccs113:Late eff CVD:0.069 Maternal Diagnosis:9ccs98:HTN:-0.069 Vital: Wt for Len Percentile-gain5to10 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1245 | OR_unadj: 0.990 [0.750 1.306] | indivs AUC:0.481 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:0.105 Lab:292495 LEAD LEVEL - Sunrise:0.094 Maternal Diagnosis:9ccs184:Early labor:0.093 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.086 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.077 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.075 Maternal Diagnosis:9ccs60:Acut p-h anm:0.073 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.070 Diagnosis:9ccs200:Oth skin dx:-0.069 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.065 * Vital: Wt for Length ZScore-avg5to7 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.006] | occ: 1297 | OR_unadj: 2.431 [1.856 3.184] | indivs AUC:0.646 Correlated most with: Maternal Vital: SpO2-postPregnancy:-0.094 Diagnosis:9ccs238:Complic proc:-0.091 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.086 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.084 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.075 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.075 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.073 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.065 Maternal Maternal Lab History: ANION GAP-otherPregnancy:-0.065 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.061 * Vital: Wt Change-avg19to24 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 880 | OR_unadj: 2.064 [1.510 2.823] | indivs AUC:0.612 Correlated most with: Number of Visits:-0.186 Diagnosis:9ccs92:Otitis media:-0.142 Diagnosis:9ccs126:Ot up rsp in:-0.126 Maternal Maternal Procedure History:97014-postPregnancy:-0.105 Diagnosis:9ccs133:Oth low resp:-0.099 Maternal Maternal Lab History: PH-otherPregnancy:-0.088 Diagnosis:9ccs125:Bronchitis:-0.085 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.084 Maternal Maternal Procedure History:96372-otherPregnancy:0.081 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.081 * Vital: Wt-avg16to19 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1298 | OR_unadj: 3.060 [2.331 4.017] | indivs AUC:0.736 Correlated most with: Maternal Vital: Wt-postPregnancy:0.093 Maternal Diagnosis:9ccs185:Long pregncy:0.092 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.086 Maternal Vital: Wt-otherPregnancy:0.082 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.070 Diagnosis:9ccs48:Thyroid dsor:-0.070 Maternal Vital: Ht-postPregnancy:0.069 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.066 Maternal Diagnosis:9ccs182:Hemorr preg:-0.064 Vital: Wt for Len Percentile-gain7to13 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1290 | OR_unadj: 0.991 [0.753 1.305] | indivs AUC:0.576 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.067 Maternal Diagnosis:9ccs69:Affective dx:-0.064 Maternal Maternal Procedure History:86580-postPregnancy:-0.062 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.061 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.061 Maternal Maternal Procedure History:36416-postPregnancy:-0.059 Maternal Diagnosis:9ccs185:Long pregncy:0.057 Diagnosis:9ccs153:GI hemorrhag:-0.057 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:-0.057 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.056 * Vital: Ht Percentile-latest | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1043 | OR_unadj: 1.325 [1.003 1.751] | indivs AUC:0.562 Correlated most with: Maternal Vital: Ht-postPregnancy:0.144 Newborn Diagnosis:9ccs219:Low birth wt:-0.098 Maternal Vital: Ht-otherPregnancy:0.093 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.085 Diagnosis:9ccs89:Blindness:0.081 Maternal Vital: Wt-postPregnancy:0.079 Maternal Maternal Procedure History:96372-otherPregnancy:-0.074 Maternal Maternal Lab History: RBC-otherPregnancy:0.072 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.071 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.070 Vital: Wt Percentile-gain10to16 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 753 | OR_unadj: 0.793 [0.556 1.132] | indivs AUC:0.490 Correlated most with: Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.090 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.089 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.080 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.075 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.075 Maternal Diagnosis:9ccs61:Sickle cell:-0.073 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:0.071 Maternal Maternal Procedure History:97014-postPregnancy:-0.070 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:-0.070 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.069 Vital: Ht-gain1to5 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1420 | OR_unadj: 0.786 [0.598 1.035] | indivs AUC:0.479 Correlated most with: Number of Visits:0.163 Diagnosis:9ccs126:Ot up rsp in:0.103 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.095 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.085 Maternal Vital: RR-otherPregnancy:0.083 Diagnosis:9ccs135:Intest infct:0.079 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.074 Diagnosis:9ccs154:Gastroent:-0.070 Maternal Maternal Procedure History:90472-postPregnancy:0.069 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:-0.069 Vital: BMI-gain10to16 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1448 | OR_unadj: 1.186 [0.893 1.575] | indivs AUC:0.540 Correlated most with: Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.079 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.074 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.070 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.068 Diagnosis:9ccs163:Other GU dx:-0.067 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.067 Maternal Maternal Procedure History:86580-postPregnancy:0.066 Diagnosis:9ccs92:Otitis media:0.065 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.063 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.061 Vital: Wt for Len Percentile-gain16to24 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1289 | OR_unadj: 0.818 [0.613 1.091] | indivs AUC:0.488 Correlated most with: Maternal Diagnosis:9ccs138:Esophgeal dx:-0.076 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.073 Diagnosis:9ccs61:Sickle cell:-0.068 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:-0.067 Maternal Maternal Lab History: A/G-otherPregnancy:0.066 Diagnosis:9ccs234:Crush injury:-0.064 Maternal Diagnosis:9ccs189:Prev c-sectn:0.063 Number of Visits:-0.062 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.062 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.062 Vital: Ht-gain10to16 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1404 | OR_unadj: 1.132 [0.839 1.528] | indivs AUC:0.537 Correlated most with: Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.078 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.077 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.076 Maternal Diagnosis:9ccs46:Bnign ut neo:-0.075 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.075 Maternal Diagnosis:9ccs172:Ovarian cyst:-0.071 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.068 Diagnosis:9ccs92:Otitis media:0.067 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.067 Maternal Maternal Procedure History:86580-postPregnancy:0.062 * Vital: Wt-avg10to13 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1399 | OR_unadj: 2.696 [2.056 3.535] | indivs AUC:0.688 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.118 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.116 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.103 Maternal Vital: Wt-postPregnancy:0.102 Newborn Diagnosis:9ccs219:Low birth wt:-0.094 Diagnosis:9ccs219:Low birth wt:-0.083 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.074 Newborn Diagnosis:9ccs223:Birth trauma:0.074 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.073 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.072 Vital: Ht-avg10to13 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1381 | OR_unadj: 1.307 [0.998 1.712] | indivs AUC:0.544 Correlated most with: Maternal Vital: Ht-postPregnancy:0.122 Newborn Diagnosis:9ccs219:Low birth wt:-0.118 Maternal Diagnosis:9ccs185:Long pregncy:0.102 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.091 Maternal Vital: Ht-otherPregnancy:0.083 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.081 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.081 Maternal Vital: Wt-postPregnancy:0.080 Maternal Diagnosis:9ccs184:Early labor:-0.079 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.074 Vital: HC-gain1to5 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1346 | OR_unadj: 0.866 [0.657 1.140] | indivs AUC:0.519 Correlated most with: Number of Visits:0.099 Diagnosis:9ccs125:Bronchitis:0.091 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.091 Diagnosis:9ccs154:Gastroent:-0.089 Maternal Vital: PL-otherPregnancy:-0.084 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.082 Newborn Diagnosis:9ccs222:Perint jaund:0.077 Diagnosis:9ccs163:Other GU dx:0.076 Diagnosis:9ccs126:Ot up rsp in:0.075 Maternal Vital: RR-otherPregnancy:0.073 Vital: Wt-gain10to16 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1422 | OR_unadj: 1.239 [0.917 1.676] | indivs AUC:0.579 Correlated most with: Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.093 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.067 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.066 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.065 Maternal Maternal Procedure History:86580-postPregnancy:0.063 Number of Visits:0.063 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.063 Diagnosis:9ccs96:Hrt valve dx:-0.063 Diagnosis:9ccs92:Otitis media:0.061 Newborn Diagnosis:9ccs215:gu cong anom:-0.061 Vital: Ht Percentile-gain13to19 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 832 | OR_unadj: 0.955 [0.693 1.316] | indivs AUC:0.478 Correlated most with: Maternal Vital: Wt Change-postPregnancy:0.089 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.082 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.078 Maternal Vital: BMI-postPregnancy:-0.076 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.075 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.071 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.070 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.070 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.068 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:-0.068 Vital: Ht Percentile-gain7to13 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 713 | OR_unadj: 1.104 [0.782 1.559] | indivs AUC:0.479 Correlated most with: Maternal Vital: Wt Change-otherPregnancy:-0.089 Maternal Vital: Wt Change-postPregnancy:0.087 Maternal Diagnosis:9ccs7:Viral infect:-0.085 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.081 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.081 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.080 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.076 Maternal Diagnosis:9ccs59:Anemia:0.074 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.072 Newborn Diagnosis:9ccs94:Other ear dx:-0.072 * Vital: BMI-avg5to7 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1293 | OR_unadj: 2.167 [1.657 2.835] | indivs AUC:0.634 Correlated most with: Maternal Vital: SpO2-postPregnancy:-0.110 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.104 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.099 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.090 Diagnosis:9ccs238:Complic proc:-0.089 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.089 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.087 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.081 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:0.074 Maternal Maternal Lab History: TP PERIOD-postPregnancy:0.073 Vital: Wt Change-avg10to13 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 631 | OR_unadj: 1.185 [0.802 1.752] | indivs AUC:0.443 Correlated most with: Maternal Maternal Procedure History:J7300-postPregnancy:0.114 Diagnosis:9ccs256:Exam/eval:0.095 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.093 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.091 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.089 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.086 Maternal Maternal Procedure History:58300-postPregnancy:0.085 Number of Visits:-0.083 Maternal Vital: Wt Change-postPregnancy:-0.080 Maternal Vital: Ht-postPregnancy:-0.078 Maternal Vital: BP-postPregnancy | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 666 | OR_unadj: 1.322 [0.954 1.832] | indivs AUC:0.537 Correlated most with: Maternal Vital: BP-postPregnancy:1.000 Maternal Vital: BP-otherPregnancy:0.421 Maternal Vital: Wt-postPregnancy:0.298 Maternal Vital: Wt-otherPregnancy:0.189 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.184 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.158 Maternal Diagnosis:9ccs183:HTN in preg:0.157 Maternal Maternal Lab History: URINE PH-postPregnancy:-0.153 MatDeliveryAge:0.144 Maternal Maternal Lab History: RBC-postPregnancy:0.137 Vital: Ht Percentile-gain10to16 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 768 | OR_unadj: 0.941 [0.680 1.302] | indivs AUC:0.513 Correlated most with: Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.099 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.086 Maternal Maternal Procedure History:97014-postPregnancy:-0.083 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.081 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.078 Diagnosis:9ccs125:Bronchitis:-0.077 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.076 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:0.074 Maternal Vital: Ht Percentile-postPregnancy:0.074 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.073 Vital: HC-gain3to7 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1310 | OR_unadj: 1.076 [0.825 1.404] | indivs AUC:0.578 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.075 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.073 Lab:292495 LEAD LEVEL - Sunrise:-0.071 Maternal Maternal Procedure History:99401-postPregnancy:-0.068 Maternal Maternal Procedure History:86703-postPregnancy:-0.067 Maternal Maternal Lab History: GAMMA GT-postPregnancy:-0.066 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.065 Maternal Maternal Lab History: A/G-otherPregnancy:0.065 Maternal Diagnosis:9ccs58:Ot nutrit dx:-0.064 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.062 Vital: Ht-avg0to1 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1326 | OR_unadj: 0.954 [0.722 1.262] | indivs AUC:0.490 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.348 Maternal Diagnosis:9ccs184:Early labor:-0.342 Diagnosis:9ccs219:Low birth wt:-0.204 Newborn Diagnosis:9ccs221:Resp distres:-0.162 Maternal Diagnosis:9ccs185:Long pregncy:0.159 Newborn Diagnosis:9ccs222:Perint jaund:-0.135 Maternal Diagnosis:9ccs183:HTN in preg:-0.127 Newborn Diagnosis:9ccs256:Exam/eval:-0.126 Diagnosis:9ccs143:Abdom hernia:-0.112 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.103 * Maternal Vital: BMI-postPregnancy | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 538 | OR_unadj: 2.540 [1.496 4.314] | indivs AUC:0.513 Correlated most with: Maternal Vital: BMI-postPregnancy:1.000 Maternal Vital: BMI-otherPregnancy:0.256 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.195 Maternal Vital: Wt-postPregnancy:0.176 Maternal Maternal Procedure History:S9470-postPregnancy:0.171 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:0.169 Maternal Maternal Lab History: RDW-otherPregnancy:0.162 Maternal Vital: Wt-otherPregnancy:0.146 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.142 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.141 Vital: Wt for Len Percentile-gain13to19 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1254 | OR_unadj: 1.030 [0.785 1.351] | indivs AUC:0.532 Correlated most with: Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.071 Diagnosis:9ccs7:Viral infect:0.069 Diagnosis:9ccs163:Other GU dx:0.067 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:-0.065 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.063 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.062 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.061 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.060 Maternal Diagnosis:9ccs172:Ovarian cyst:0.059 Number of Visits:0.059 Vital: Ht-gain13to19 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1378 | OR_unadj: 0.895 [0.685 1.171] | indivs AUC:0.438 Correlated most with: Maternal Diagnosis:9ccs46:Bnign ut neo:0.079 Maternal Diagnosis:9ccs172:Ovarian cyst:0.070 Maternal Vital: Wt Percentile-otherPregnancy:0.065 Maternal Maternal Procedure History:86703-postPregnancy:-0.064 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.062 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.060 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.057 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.057 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:-0.056 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.056 Vital: HC-gain10to16 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1222 | OR_unadj: 1.142 [0.874 1.492] | indivs AUC:0.484 Correlated most with: Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.090 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.080 Diagnosis:9ccs256:Exam/eval:-0.077 Diagnosis:9ccs154:Gastroent:-0.070 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.070 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.068 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:-0.065 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.065 Maternal Diagnosis:9ccs159:UTI:0.065 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.065 Vital: Ht-latest | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1614 | OR_unadj: 1.271 [0.956 1.688] | indivs AUC:0.560 Correlated most with: Number of Visits:0.447 Diagnosis:9ccs10:Immuniz/scrn:0.345 Diagnosis:9ccs126:Ot up rsp in:0.315 Diagnosis:9ccs92:Otitis media:0.265 Diagnosis:9ccs7:Viral infect:0.206 Diagnosis:9ccs257:Ot aftercare:0.188 Diagnosis:9ccs135:Intest infct:0.156 Diagnosis:9ccs90:Eye infectn:0.148 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.138 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.137 Vital: HC-gain13to19 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1080 | OR_unadj: 0.985 [0.755 1.286] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs128:Asthma:0.079 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.074 Newborn Diagnosis:9ccs223:Birth trauma:0.070 Maternal Diagnosis:9ccs46:Bnign ut neo:0.070 Maternal Diagnosis:9ccs172:Ovarian cyst:0.068 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:-0.067 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.061 Diagnosis:9ccs96:Hrt valve dx:0.058 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.058 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:0.058 * Vital: Ht-avg16to19 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1265 | OR_unadj: 1.417 [1.082 1.855] | indivs AUC:0.507 Correlated most with: Maternal Vital: Ht-postPregnancy:0.150 Newborn Diagnosis:9ccs219:Low birth wt:-0.120 Maternal Diagnosis:9ccs184:Early labor:-0.094 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.091 Maternal Vital: Ht-otherPregnancy:0.091 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.089 Maternal Vital: Wt-postPregnancy:0.086 Maternal Diagnosis:9ccs185:Long pregncy:0.085 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.078 Maternal Maternal Procedure History:90772-postPregnancy:0.074 * Vital: Wt-avg13to16 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1308 | OR_unadj: 3.224 [2.452 4.240] | indivs AUC:0.703 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.102 Maternal Vital: Wt-postPregnancy:0.101 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.095 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.089 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088 Diagnosis:9ccs242:Poisn ot med:0.085 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.079 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.074 Maternal Maternal Lab History: MPV-postPregnancy:0.070 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.068 Vital: Wt Change-avg13to16 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 654 | OR_unadj: 1.355 [0.943 1.946] | indivs AUC:0.524 Correlated most with: Number of Visits:-0.118 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.115 Maternal Maternal Procedure History:87880-postPregnancy:0.102 Maternal Maternal Lab History: POLYS-postPregnancy:0.093 Maternal Diagnosis:9ccs10:Immuniz/scrn:-0.093 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.091 Diagnosis:9ccs126:Ot up rsp in:-0.089 Diagnosis:9ccs63:Wht blood dx:0.082 Diagnosis:9ccs155:Other GI dx:-0.082 Diagnosis:9ccs133:Oth low resp:-0.079 * Vital: Wt for Len Percentile-gain10to16 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1273 | OR_unadj: 1.672 [1.280 2.183] | indivs AUC:0.545 Correlated most with: Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.080 Diagnosis:9ccs163:Other GU dx:-0.077 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.075 Maternal Vital: Wt Percentile-otherPregnancy:-0.065 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:0.064 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.064 Maternal Diagnosis:9ccs46:Bnign ut neo:-0.063 Maternal Diagnosis:9ccs176:Contraceptiv:0.062 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.061 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:-0.061 Vital: Wt for Length ZScore-avg0to1 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1309 | OR_unadj: 1.211 [0.926 1.584] | indivs AUC:0.579 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.097 Diagnosis:9ccs219:Low birth wt:-0.096 Newborn Diagnosis:9ccs219:Low birth wt:-0.095 Maternal Diagnosis:9ccs184:Early labor:-0.091 Diagnosis:10ccs58:Ot nutrit dx:0.069 Diagnosis:9ccs222:Perint jaund:-0.067 Newborn Diagnosis:9ccs224:Ot perint dx:0.064 Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.063 Diagnosis:9ccs2603:E Codes: Fall:0.062 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.062 * Vital: HC-avg5to7 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1123 | OR_unadj: 1.500 [1.143 1.967] | indivs AUC:0.535 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:-0.130 Newborn Diagnosis:9ccs219:Low birth wt:-0.118 Newborn Diagnosis:9ccs221:Resp distres:-0.085 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.082 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:-0.082 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.078 Maternal Diagnosis:9ccs106:Dysrhythmia:-0.073 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.072 Diagnosis:9ccs219:Low birth wt:-0.070 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.067 Vital: Ht-avg3to5 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1296 | OR_unadj: 0.876 [0.661 1.159] | indivs AUC:0.509 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.251 Maternal Diagnosis:9ccs184:Early labor:-0.199 Maternal Diagnosis:9ccs185:Long pregncy:0.130 Maternal Diagnosis:9ccs193:OB-related perin trauma:0.109 Newborn Diagnosis:9ccs221:Resp distres:-0.104 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.104 Diagnosis:9ccs219:Low birth wt:-0.099 Newborn Diagnosis:9ccs222:Perint jaund:-0.097 Maternal Diagnosis:9ccs183:HTN in preg:-0.092 Newborn Diagnosis:9ccs256:Exam/eval:-0.091 Vital: BMI-gain13to19 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1431 | OR_unadj: 0.840 [0.643 1.097] | indivs AUC:0.566 Correlated most with: Maternal Vital: Wt Percentile-otherPregnancy:0.067 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.066 Diagnosis:9ccs163:Other GU dx:0.065 Maternal Maternal Procedure History:86703-postPregnancy:-0.065 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.064 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.061 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:-0.059 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.058 Maternal Maternal Lab History: AST-postPregnancy:0.058 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.058 Vital: Wt for Length ZScore-gain0to3 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1309 | OR_unadj: 1.211 [0.926 1.584] | indivs AUC:0.579 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:0.097 Diagnosis:9ccs219:Low birth wt:-0.096 Newborn Diagnosis:9ccs219:Low birth wt:-0.095 Maternal Diagnosis:9ccs184:Early labor:-0.091 Diagnosis:10ccs58:Ot nutrit dx:0.069 Diagnosis:9ccs222:Perint jaund:-0.067 Newborn Diagnosis:9ccs224:Ot perint dx:0.064 Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.063 Diagnosis:9ccs2603:E Codes: Fall:0.062 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.062 Vital: Ht-avg1to3 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1348 | OR_unadj: 0.914 [0.694 1.204] | indivs AUC:0.517 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.303 Maternal Diagnosis:9ccs184:Early labor:-0.278 Diagnosis:9ccs219:Low birth wt:-0.175 Maternal Diagnosis:9ccs185:Long pregncy:0.151 Maternal Diagnosis:9ccs193:OB-related perin trauma:0.129 Newborn Diagnosis:9ccs222:Perint jaund:-0.123 Maternal Diagnosis:9ccs5:HIV infectn:-0.122 Diagnosis:9ccs143:Abdom hernia:-0.119 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117 Maternal Diagnosis:9ccs183:HTN in preg:-0.115 * Vital: HC-avg7to10 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1133 | OR_unadj: 1.714 [1.288 2.282] | indivs AUC:0.535 Correlated most with: Maternal Maternal Procedure History:97140-postPregnancy:0.480 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.455 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.324 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.297 Maternal Maternal Procedure History:97110-postPregnancy:0.292 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.205 Maternal Maternal Lab History: PTT-postPregnancy:-0.184 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.183 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.170 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.169 * Vital: HC-avg13to16 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 990 | OR_unadj: 1.619 [1.234 2.125] | indivs AUC:0.603 Correlated most with: Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.087 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.084 Maternal Maternal Lab History: PTT-otherPregnancy:-0.079 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.079 Maternal Vital: HR-otherPregnancy:0.078 Maternal Maternal Lab History: MONOS-postPregnancy:-0.073 Maternal Vital: Ht Percentile-otherPregnancy:-0.072 Maternal Diagnosis:9ccs138:Esophgeal dx:-0.063 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.063 Maternal Diagnosis:9ccs187:Malposition:0.061 * Vital: HC-avg10to13 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1158 | OR_unadj: 1.481 [1.134 1.934] | indivs AUC:0.587 Correlated most with: Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.093 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.088 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.080 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.074 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.072 Maternal Maternal Lab History: AST-postPregnancy:-0.070 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.069 Maternal Vital: Ht-postPregnancy:0.067 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.066 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.065 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 994 | OR_unadj: 1.205 [0.891 1.630] | indivs AUC:0.509 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.999 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.458 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.457 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.449 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.448 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.403 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.402 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.342 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.341 Vital: HC-avg3to5 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1129 | OR_unadj: 1.116 [0.845 1.474] | indivs AUC:0.490 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:-0.147 Newborn Diagnosis:9ccs219:Low birth wt:-0.133 Diagnosis:9ccs219:Low birth wt:-0.093 Newborn Diagnosis:9ccs94:Other ear dx:0.092 Maternal Maternal Procedure History:81000-postPregnancy:-0.077 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.073 Maternal Diagnosis:9ccs185:Long pregncy:0.072 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.072 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.070 Maternal Vital: Ht-postPregnancy:0.070 Vital: HC-avg0to1 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1191 | OR_unadj: 1.052 [0.803 1.378] | indivs AUC:0.538 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:-0.279 Newborn Diagnosis:9ccs219:Low birth wt:-0.256 Diagnosis:9ccs219:Low birth wt:-0.160 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.160 Maternal Diagnosis:9ccs185:Long pregncy:0.131 Newborn Diagnosis:9ccs256:Exam/eval:-0.107 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:-0.100 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.091 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.090 Newborn Diagnosis:9ccs94:Other ear dx:0.089 * Maternal Maternal Lab History: MCH-postPregnancy | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 608 | OR_unadj: 0.593 [0.404 0.870] | indivs AUC:0.396 Correlated most with: Maternal Maternal Lab History: MCH-postPregnancy:1.000 Maternal Maternal Lab History: MCV-postPregnancy:0.760 Maternal Maternal Lab History: RDW-postPregnancy:-0.597 Maternal Maternal Lab History: RBC-postPregnancy:-0.442 Maternal Maternal Lab History: MCH-otherPregnancy:0.430 Maternal Maternal Lab History: MCV-otherPregnancy:0.403 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.380 Maternal Maternal Lab History: RDW-otherPregnancy:-0.252 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.251 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.237 * Vital: Wt Percentile-avg5to7 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 447 | OR_unadj: 1.467 [1.036 2.078] | indivs AUC:0.563 Correlated most with: Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.107 Maternal Maternal Procedure History:86580-postPregnancy:-0.103 Newborn Diagnosis:9ccs219:Low birth wt:-0.091 Diagnosis:9ccs208:Acq foot def:0.086 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.082 Maternal Vital: BP-postPregnancy:0.081 Maternal Maternal Procedure History:97014-postPregnancy:0.080 Diagnosis:9ccs217:Ot cong anom:-0.077 Newborn Diagnosis:9ccs200:Oth skin dx:-0.075 Maternal Diagnosis:9ccs184:Early labor:-0.075 Vital: Wt Change-avg1to3 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 329 | OR_unadj: 1.015 [0.648 1.588] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.141 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.139 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.118 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.109 Maternal Maternal Lab History: INHMOM-postPregnancy:0.103 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.103 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.098 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.096 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.091 Lab:295669 BILIRUBIN DIRECT - LMC:0.088 Vital: Ht Percentile-gain3to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 513 | OR_unadj: 0.862 [0.579 1.284] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.107 Maternal Maternal Procedure History:90472-postPregnancy:-0.099 Diagnosis:9ccs92:Otitis media:0.085 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:-0.082 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.082 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.071 Maternal Maternal Lab History: ALT-otherPregnancy:0.070 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.070 Diagnosis:9ccs136:Teeth dx:0.069 Maternal Maternal Lab History: FASTING-postPregnancy:0.069 * Vital: Wt Percentile-gain13to19 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 826 | OR_unadj: 0.644 [0.432 0.961] | indivs AUC:0.495 Correlated most with: Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:-0.087 Diagnosis:9ccs0:No DX:0.079 Diagnosis:9ccs257:Ot aftercare:0.076 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.070 Maternal Maternal Procedure History:90471-otherPregnancy:-0.069 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.068 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.068 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.066 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.066 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:-0.066 Vital: HC-avg1to3 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1229 | OR_unadj: 0.920 [0.701 1.208] | indivs AUC:0.492 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:-0.219 Newborn Diagnosis:9ccs219:Low birth wt:-0.212 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.130 Diagnosis:9ccs219:Low birth wt:-0.111 Maternal Diagnosis:9ccs185:Long pregncy:0.101 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.099 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.097 Newborn Diagnosis:9ccs256:Exam/eval:-0.090 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.082 Maternal Maternal Lab History: FASTING-otherPregnancy:0.081 Maternal Maternal Lab History: RDW-postPregnancy | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 606 | OR_unadj: 1.257 [0.870 1.814] | indivs AUC:0.581 Correlated most with: Maternal Maternal Lab History: RDW-postPregnancy:1.000 Maternal Maternal Lab History: MCH-postPregnancy:-0.597 Maternal Maternal Lab History: MCV-postPregnancy:-0.547 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.413 Maternal Maternal Lab History: MCH-otherPregnancy:-0.296 Maternal Maternal Lab History: MCV-otherPregnancy:-0.293 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:-0.287 Maternal Maternal Lab History: RDW-otherPregnancy:0.262 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.196 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.151 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 997 | OR_unadj: 1.196 [0.884 1.617] | indivs AUC:0.502 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.999 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.459 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.457 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.450 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.449 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.403 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.402 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.342 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.339 * Vital: HC-avg16to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 930 | OR_unadj: 1.811 [1.365 2.403] | indivs AUC:0.545 Correlated most with: Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.096 Diagnosis:9ccs51:Ot endo dsor:-0.094 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.084 Maternal Vital: Ht Percentile-otherPregnancy:-0.084 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.084 Maternal Maternal Procedure History:90649-postPregnancy:-0.081 Diagnosis:9ccs204:Ot joint dx:-0.075 Maternal Vital: Wt-postPregnancy:0.075 Maternal Vital: Ht-postPregnancy:0.075 Maternal Maternal Procedure History:90471-postPregnancy:-0.075 Vital: Ht-avg5to7 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1293 | OR_unadj: 1.103 [0.839 1.451] | indivs AUC:0.484 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.219 Maternal Diagnosis:9ccs184:Early labor:-0.170 Maternal Diagnosis:9ccs193:OB-related perin trauma:0.118 Newborn Diagnosis:9ccs221:Resp distres:-0.116 Maternal Vital: Ht-postPregnancy:0.102 Maternal Diagnosis:9ccs185:Long pregncy:0.090 Newborn Diagnosis:9ccs222:Perint jaund:-0.087 Maternal Diagnosis:9ccs259:Unclassified:-0.085 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.085 Newborn Diagnosis:9ccs200:Oth skin dx:-0.084 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1057 | OR_unadj: 1.248 [0.940 1.656] | indivs AUC:0.485 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.999 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.466 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.465 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.360 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.360 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.255 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.254 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.241 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.239 Vital: Ht Percentile-gain5to10 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 606 | OR_unadj: 0.842 [0.579 1.225] | indivs AUC:0.463 Correlated most with: Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.103 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.086 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:-0.077 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.075 Maternal Vital: Wt-otherPregnancy:0.070 Maternal Vital: BMI Percentile-otherPregnancy:0.070 Maternal Vital: Wt-postPregnancy:0.067 Maternal Maternal Lab History: ANION GAP-otherPregnancy:-0.067 Diagnosis:9ccs89:Blindness:0.063 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.062 Maternal Maternal Lab History: RBC-postPregnancy | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 608 | OR_unadj: 1.228 [0.875 1.723] | indivs AUC:0.585 Correlated most with: Maternal Maternal Lab History: RBC-postPregnancy:1.000 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.728 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.623 Maternal Maternal Lab History: MCH-postPregnancy:-0.442 Maternal Maternal Lab History: MCV-postPregnancy:-0.421 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.316 Maternal Maternal Lab History: RBC-otherPregnancy:0.292 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.290 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.278 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.268 Vital: Wt Percentile-gain3to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 491 | OR_unadj: 0.943 [0.621 1.433] | indivs AUC:0.527 Correlated most with: Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.136 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.135 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.131 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:-0.112 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.093 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.090 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.090 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:-0.088 Maternal Maternal Procedure History:96372-otherPregnancy:-0.088 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.086 Vital: Wt Percentile-gain1to5 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 439 | OR_unadj: 1.179 [0.767 1.814] | indivs AUC:0.482 Correlated most with: Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.115 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.096 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.086 Maternal Maternal Lab History: MPV-otherPregnancy:0.080 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:0.070 Maternal Diagnosis:9ccs7:Viral infect:0.070 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.069 Newborn Diagnosis:9ccs222:Perint jaund:0.067 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.067 Maternal Diagnosis:9ccs91:Other eye dx:0.067 Vital: Wt Percentile-gain7to13 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 698 | OR_unadj: 1.247 [0.851 1.830] | indivs AUC:0.515 Correlated most with: Maternal Vital: Wt Change-otherPregnancy:-0.110 Maternal Vital: Wt Change-postPregnancy:0.093 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.092 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.079 Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.073 Maternal Maternal Procedure History:36416-postPregnancy:0.072 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.068 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.068 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:-0.066 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.066 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1060 | OR_unadj: 1.261 [0.951 1.673] | indivs AUC:0.492 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.999 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.466 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.466 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.360 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.360 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.255 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.252 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.241 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.239 Maternal Vital: HR-postPregnancy | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 587 | OR_unadj: 0.960 [0.669 1.378] | indivs AUC:0.514 Correlated most with: Maternal Vital: HR-postPregnancy:1.000 Maternal Vital: HR-otherPregnancy:0.327 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.169 Maternal Vital: PL-postPregnancy:0.159 Maternal Vital: PL-otherPregnancy:0.150 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.113 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.107 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.105 Maternal Vital: Wt Change-postPregnancy:0.104 Maternal Maternal Lab History: WBC-postPregnancy:0.104 Vital: Wt Change-avg7to10 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 515 | OR_unadj: 0.986 [0.640 1.520] | indivs AUC:0.446 Correlated most with: Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.151 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.106 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.098 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.096 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:-0.094 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.089 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.088 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.086 Maternal Maternal Lab History: NT MoM-postPregnancy:-0.085 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.083 Vital: Ht Percentile-gain1to5 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 465 | OR_unadj: 0.736 [0.477 1.135] | indivs AUC:0.478 Correlated most with: Maternal Maternal Procedure History:90472-postPregnancy:0.101 Maternal Maternal Lab History: MPV-otherPregnancy:0.096 Maternal Maternal Procedure History:99211-otherPregnancy:0.092 Maternal Maternal Procedure History:96372-otherPregnancy:-0.088 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.087 Maternal Maternal Lab History: FASTING-postPregnancy:-0.076 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.073 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.072 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.070 Diagnosis:9ccs242:Poisn ot med:0.066 * Vital: Wt-avg19to24 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1372 | OR_unadj: 3.824 [2.897 5.047] | indivs AUC:0.770 Correlated most with: Maternal Vital: Wt-postPregnancy:0.123 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.098 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.098 Maternal Vital: Wt-otherPregnancy:0.097 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.092 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.090 Maternal Vital: Ht-postPregnancy:0.084 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.082 Maternal Diagnosis:9ccs182:Hemorr preg:-0.080 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.076 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1055 | OR_unadj: 1.275 [0.954 1.704] | indivs AUC:0.584 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.299 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.296 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.278 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.277 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.270 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.269 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.250 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.249 * Vital: RR-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 725 | OR_unadj: 0.663 [0.457 0.960] | indivs AUC:0.444 Correlated most with: Diagnosis:9ccs151:Oth liver dx:0.128 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.105 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.090 Maternal Maternal Lab History: RUBELLA-otherPregnancy:0.081 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.081 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.080 Diagnosis:9ccs10:Immuniz/scrn:0.079 Maternal Maternal Procedure History:87880-postPregnancy:0.076 Diagnosis:9ccs257:Ot aftercare:0.074 Maternal Diagnosis:9ccs183:HTN in preg:0.074 Maternal Maternal Lab History: MCV-postPregnancy | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 608 | OR_unadj: 0.791 [0.553 1.133] | indivs AUC:0.471 Correlated most with: Maternal Maternal Lab History: MCV-postPregnancy:1.000 Maternal Maternal Lab History: MCH-postPregnancy:0.760 Maternal Maternal Lab History: RDW-postPregnancy:-0.547 Maternal Maternal Lab History: MCV-otherPregnancy:0.503 Maternal Maternal Lab History: RBC-postPregnancy:-0.421 Maternal Maternal Lab History: MCH-otherPregnancy:0.397 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.371 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.311 Maternal Maternal Lab History: RDW-otherPregnancy:-0.243 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.227 Maternal Maternal Lab History: MPV-postPregnancy | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 546 | OR_unadj: 1.135 [0.779 1.654] | indivs AUC:0.481 Correlated most with: Maternal Maternal Lab History: MPV-postPregnancy:1.000 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:-0.425 Maternal Maternal Lab History: MPV-otherPregnancy:0.421 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.282 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.133 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.122 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.122 Maternal Maternal Lab History: POTASSIUM-postPregnancy:-0.113 Maternal Maternal Procedure History:86703-postPregnancy:0.112 Maternal Maternal Lab History: URINE PH-postPregnancy:-0.109 * Vital: Wt-gain0to24 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1357 | OR_unadj: 3.724 [2.823 4.912] | indivs AUC:0.775 Correlated most with: Maternal Vital: Wt-postPregnancy:0.124 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.101 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.100 Maternal Vital: Wt-otherPregnancy:0.097 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.093 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.091 Maternal Vital: Ht-postPregnancy:0.082 Maternal Diagnosis:9ccs182:Hemorr preg:-0.080 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080 Maternal Vital: BP-otherPregnancy:0.077 Maternal Vital: Ht-postPregnancy | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 544 | OR_unadj: 0.933 [0.645 1.348] | indivs AUC:0.499 Correlated most with: Maternal Vital: Ht-postPregnancy:1.000 Maternal Vital: Ht-otherPregnancy:0.610 Maternal Vital: Wt-postPregnancy:0.298 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:-0.173 Maternal Vital: Wt-otherPregnancy:0.166 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.158 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.158 Maternal Vital: Ht Percentile-postPregnancy:0.142 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.142 Maternal Vital: BP-otherPregnancy:0.140 Vital: HR-avg10to13 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 403 | OR_unadj: 1.043 [0.671 1.621] | indivs AUC:0.460 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:0.088 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.085 Maternal Maternal Lab History: PAPP-A-postPregnancy:0.078 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.072 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.071 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.071 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.070 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.070 Diagnosis:9ccs212:Ot bone dx:0.069 Maternal Maternal Lab History: MCV-otherPregnancy:0.067 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1060 | OR_unadj: 1.433 [1.080 1.900] | indivs AUC:0.564 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.991 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.523 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.516 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.497 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.490 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.476 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.470 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.399 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.394 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 548 | OR_unadj: 1.317 [0.896 1.934] | indivs AUC:0.558 Correlated most with: Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.419 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.360 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.325 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.290 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.272 Maternal Maternal Lab History: RBC-postPregnancy:0.253 Maternal Maternal Lab History: MCH-postPregnancy:-0.237 Maternal Maternal Lab History: POLYS-postPregnancy:-0.215 Maternal Maternal Lab History: WBC-postPregnancy:-0.201 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1057 | OR_unadj: 1.438 [1.084 1.906] | indivs AUC:0.568 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.991 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.521 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.520 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.495 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.493 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.475 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.474 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.397 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.397 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1053 | OR_unadj: 1.251 [0.935 1.674] | indivs AUC:0.578 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.299 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.296 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.278 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.277 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.270 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.269 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.250 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.249 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 608 | OR_unadj: 1.280 [0.909 1.803] | indivs AUC:0.518 Correlated most with: Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:1.000 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.488 Maternal Maternal Lab History: MPV-postPregnancy:-0.425 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.247 Maternal Maternal Lab History: MPV-otherPregnancy:-0.225 Maternal Maternal Lab History: WBC-otherPregnancy:0.194 Maternal Maternal Lab History: MCH-postPregnancy:-0.180 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.166 Maternal Maternal Lab History: WBC-postPregnancy:0.161 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.158 * Vital: Wt Percentile-avg16to19 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 747 | OR_unadj: 1.781 [1.341 2.364] | indivs AUC:0.649 Correlated most with: Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.106 Diagnosis:9ccs48:Thyroid dsor:-0.085 Maternal Vital: BP-postPregnancy:0.082 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.080 Maternal Vital: Wt-postPregnancy:0.073 Maternal Maternal Procedure History:90746-postPregnancy:-0.073 Diagnosis:9ccs208:Acq foot def:0.072 Maternal Vital: BMI Percentile-postPregnancy:0.072 Diagnosis:9ccs205:Back problem:-0.071 Maternal Vital: Wt Percentile-postPregnancy:0.071 Vital: Ht-avg19to24 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1340 | OR_unadj: 1.266 [0.970 1.652] | indivs AUC:0.550 Correlated most with: Maternal Vital: Ht-postPregnancy:0.118 Maternal Maternal Lab History: FASTING-otherPregnancy:0.101 Maternal Vital: Ht-otherPregnancy:0.098 Diagnosis:9ccs128:Asthma:0.088 Maternal Vital: Wt-postPregnancy:0.087 Number of Visits:0.085 Newborn Diagnosis:9ccs219:Low birth wt:-0.084 Diagnosis:9ccs200:Oth skin dx:0.083 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.082 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.080 Vital: HR-avg7to10 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 420 | OR_unadj: 0.906 [0.585 1.403] | indivs AUC:0.482 Correlated most with: Maternal Diagnosis:9ccs187:Malposition:0.100 Diagnosis:9ccs10:Immuniz/scrn:0.089 Diagnosis:9ccs217:Ot cong anom:0.086 Maternal Maternal Procedure History:90658-postPregnancy:-0.082 Diagnosis:9ccs125:Bronchitis:0.082 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.071 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:-0.068 Diagnosis:9ccs257:Ot aftercare:0.064 Diagnosis:9ccs7:Viral infect:0.063 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.063 Vital: HR-avg13to16 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 363 | OR_unadj: 1.048 [0.669 1.642] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs140:Gastritis:0.111 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.096 Diagnosis:9ccs240:Burns:0.076 Diagnosis:9ccs168:PID:0.074 Maternal Maternal Lab History: HCG-postPregnancy:-0.070 Maternal Diagnosis:9ccs98:HTN:0.070 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.069 Diagnosis:9ccs10:Immuniz/scrn:0.068 Diagnosis:9ccs163:Other GU dx:0.068 Maternal Diagnosis:9ccs149:Biliary dx:0.067 Maternal Maternal Lab History: ABS LYMPH-postPregnancy | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 487 | OR_unadj: 1.043 [0.714 1.524] | indivs AUC:0.475 Correlated most with: Maternal Maternal Lab History: ABS LYMPH-postPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.588 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.526 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.364 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.247 Maternal Maternal Lab History: RBC-postPregnancy:0.214 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.213 Maternal Maternal Lab History: WBC-postPregnancy:0.197 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.186 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.181 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1046 | OR_unadj: 1.400 [1.051 1.866] | indivs AUC:0.527 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.998 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.466 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.465 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.381 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.379 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.268 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.267 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.219 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.217 Vital: Ht Percentile-avg16to19 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 749 | OR_unadj: 1.248 [0.920 1.693] | indivs AUC:0.505 Correlated most with: Maternal Vital: Ht-postPregnancy:0.139 Lab:323825 STREP SCREEN THROAT - Sunrise:0.081 Maternal Maternal Lab History: PH-postPregnancy:-0.080 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.079 Newborn Diagnosis:9ccs219:Low birth wt:-0.078 Maternal Vital: Wt-postPregnancy:0.077 Maternal Diagnosis:9ccs184:Early labor:-0.077 Diagnosis:9ccs128:Asthma:0.071 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.069 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.068 Vital: Ht Percentile-gain0to3 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 390 | OR_unadj: 0.716 [0.445 1.152] | indivs AUC:0.420 Correlated most with: Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:0.146 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.140 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.129 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.108 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.100 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.085 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.074 Maternal Maternal Lab History: INR-postPregnancy:-0.074 Maternal Diagnosis:9ccs60:Acut p-h anm:-0.072 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.071 Vital: Ht Percentile-avg1to3 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 375 | OR_unadj: 0.643 [0.396 1.043] | indivs AUC:0.469 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.107 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.103 Maternal Diagnosis:9ccs184:Early labor:-0.102 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.089 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.085 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.079 Maternal Vital: Ht-postPregnancy:0.077 Newborn Diagnosis:9ccs200:Oth skin dx:-0.076 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.074 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.074 * Vital: Wt for Len Percentile-avg19to24 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1351 | OR_unadj: 3.535 [2.668 4.684] | indivs AUC:0.770 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.098 Maternal Vital: Wt-postPregnancy:0.088 Diagnosis:9ccs259:Unclassified:-0.086 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.081 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.079 Maternal Vital: Wt-otherPregnancy:0.075 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.070 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:-0.069 Maternal Diagnosis:9ccs182:Hemorr preg:-0.069 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.065 Vital: Wt Change-avg3to5 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 376 | OR_unadj: 1.188 [0.778 1.816] | indivs AUC:0.535 Correlated most with: Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.173 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.112 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.112 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.108 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.101 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.098 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.098 Maternal Maternal Lab History: INHMOM-postPregnancy:0.087 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.086 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.085 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1058 | OR_unadj: 1.146 [0.865 1.519] | indivs AUC:0.509 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.999 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.278 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.277 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.188 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.187 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.163 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.162 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.153 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.151 * Vital: Wt for Len Percentile-gain3to7 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 947 | OR_unadj: 1.643 [1.240 2.177] | indivs AUC:0.541 Correlated most with: Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.123 Diagnosis:9ccs155:Other GI dx:-0.100 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:-0.091 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.076 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.072 Maternal Maternal Lab History: ANION GAP-otherPregnancy:-0.071 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.068 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.067 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:0.066 Diagnosis:9ccs59:Anemia:0.062 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1043 | OR_unadj: 1.400 [1.051 1.866] | indivs AUC:0.532 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.998 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.466 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.466 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.380 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.380 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.267 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.267 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.218 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.217 Maternal Maternal Lab History: WBC-postPregnancy | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 605 | OR_unadj: 0.803 [0.545 1.183] | indivs AUC:0.486 Correlated most with: Maternal Maternal Lab History: WBC-postPregnancy:1.000 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.757 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.564 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.525 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.474 Maternal Maternal Lab History: WBC-otherPregnancy:0.291 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.252 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.236 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.201 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.197 Vital: Ht-gain0to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1325 | OR_unadj: 1.215 [0.931 1.585] | indivs AUC:0.551 Correlated most with: Maternal Vital: Ht-postPregnancy:0.108 Maternal Maternal Lab History: FASTING-otherPregnancy:0.104 Maternal Vital: Ht-otherPregnancy:0.090 Diagnosis:9ccs200:Oth skin dx:0.088 Maternal Vital: Wt-postPregnancy:0.087 Newborn Diagnosis:9ccs219:Low birth wt:-0.087 Diagnosis:9ccs128:Asthma:0.083 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.083 Number of Visits:0.082 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.081 Vital: Ht Percentile-avg7to10 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 564 | OR_unadj: 1.079 [0.760 1.532] | indivs AUC:0.530 Correlated most with: Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.117 Maternal Vital: Ht-postPregnancy:0.107 Newborn Diagnosis:9ccs219:Low birth wt:-0.104 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.099 Maternal Diagnosis:9ccs5:HIV infectn:-0.096 Maternal Diagnosis:9ccs184:Early labor:-0.091 Maternal Diagnosis:9ccs185:Long pregncy:0.090 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.086 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.085 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.079 Vital: Ht Percentile-avg13to16 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 688 | OR_unadj: 1.313 [0.962 1.791] | indivs AUC:0.508 Correlated most with: Maternal Vital: Ht-postPregnancy:0.131 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.099 Maternal Vital: Wt-postPregnancy:0.093 Diagnosis:10ccs58:Ot nutrit dx:0.089 Lab:323825 STREP SCREEN THROAT - Sunrise:0.084 Newborn Diagnosis:9ccs219:Low birth wt:-0.082 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.081 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.080 Maternal Diagnosis:9ccs185:Long pregncy:0.072 Newborn Diagnosis:9ccs221:Resp distres:-0.071 Vital: Wt Change-avg5to7 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 420 | OR_unadj: 0.968 [0.619 1.514] | indivs AUC:0.474 Correlated most with: Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.111 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.099 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.095 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.083 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.075 Maternal Maternal Procedure History:90772-postPregnancy:0.071 Maternal Vital: PL-otherPregnancy:-0.070 Maternal Maternal Procedure History:90471-otherPregnancy:0.069 Diagnosis:9ccs124:Tonsillitis:-0.068 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.067 Vital: HR-avg16to19 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 364 | OR_unadj: 0.933 [0.582 1.496] | indivs AUC:0.523 Correlated most with: Maternal Maternal Lab History: LDH-otherPregnancy:-0.088 Maternal Maternal Lab History: HCG-postPregnancy:-0.087 Diagnosis:9ccs240:Burns:0.086 Maternal Diagnosis:9ccs184:Early labor:0.085 Maternal Maternal Procedure History:90658-postPregnancy:-0.082 Diagnosis:9ccs217:Ot cong anom:0.077 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:-0.077 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.075 Maternal Diagnosis:9ccs191:Amnios dx:0.073 Diagnosis:9ccs161:Ot dx kidney:0.073 Vital: HR-avg19to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 442 | OR_unadj: 0.945 [0.614 1.454] | indivs AUC:0.567 Correlated most with: Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.124 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.080 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.073 Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.073 Diagnosis:9ccs213:Cardiac anom:-0.072 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:-0.069 Maternal Maternal Procedure History:90658-postPregnancy:-0.064 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.064 Maternal Maternal Lab History: INHMOM-postPregnancy:-0.063 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.063 Vital: Wt Percentile-gain5to10 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 582 | OR_unadj: 1.002 [0.659 1.525] | indivs AUC:0.473 Correlated most with: Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.106 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.093 Maternal Vital: Wt-otherPregnancy:0.085 Maternal Vital: Wt-postPregnancy:0.085 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.081 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:-0.080 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.080 Maternal Diagnosis:9ccs60:Acut p-h anm:0.080 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.078 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:-0.077 * Vital: Wt for Len Percentile-avg13to16 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1286 | OR_unadj: 3.426 [2.597 4.520] | indivs AUC:0.718 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.087 Maternal Diagnosis:9ccs185:Long pregncy:0.085 Diagnosis:9ccs125:Bronchitis:0.082 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.072 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.071 Diagnosis:9ccs48:Thyroid dsor:-0.071 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.068 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.067 Maternal Maternal Lab History: MPV-postPregnancy:0.066 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.063 Vital: Wt Percentile-gain0to3 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 372 | OR_unadj: 0.999 [0.638 1.563] | indivs AUC:0.490 Correlated most with: Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.124 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.118 Maternal Maternal Lab History: PAPP-A-otherPregnancy:-0.081 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.080 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.080 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.076 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.075 Diagnosis:9ccs127:COPD:0.074 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:0.072 Maternal Diagnosis:9ccs60:Acut p-h anm:-0.071 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1055 | OR_unadj: 1.153 [0.870 1.529] | indivs AUC:0.515 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.999 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.277 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.276 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.188 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.188 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.164 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.164 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.153 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.153 * Vital: Wt Percentile-avg10to13 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 664 | OR_unadj: 1.806 [1.346 2.423] | indivs AUC:0.618 Correlated most with: Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.108 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.099 Maternal Diagnosis:9ccs185:Long pregncy:0.090 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.082 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.079 Newborn Diagnosis:9ccs219:Low birth wt:-0.078 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.077 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.076 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.074 Maternal Vital: BP-postPregnancy:0.073 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1060 | OR_unadj: 1.146 [0.862 1.522] | indivs AUC:0.533 Correlated most with: Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.394 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.393 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.391 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.391 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.381 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.380 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.340 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.340 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 608 | OR_unadj: 1.051 [0.749 1.475] | indivs AUC:0.517 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:1.000 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.934 Maternal Maternal Lab History: RBC-postPregnancy:0.623 Maternal Maternal Lab History: RDW-postPregnancy:-0.413 Maternal Maternal Lab History: MCH-postPregnancy:0.380 Maternal Maternal Lab History: MCV-postPregnancy:0.371 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.354 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.323 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.280 Maternal Maternal Lab History: MCH-otherPregnancy:0.256 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1013 | OR_unadj: 0.877 [0.644 1.195] | indivs AUC:0.488 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.587 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.586 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.582 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.581 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.483 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.481 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.476 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.474 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1059 | OR_unadj: 1.147 [0.861 1.527] | indivs AUC:0.541 Correlated most with: Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:1.000 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.999 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.731 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.731 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.655 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.652 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.635 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.634 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.608 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.605 * Vital: Ht Percentile-avg19to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 916 | OR_unadj: 1.365 [1.025 1.817] | indivs AUC:0.591 Correlated most with: Maternal Vital: Ht-postPregnancy:0.132 Newborn Diagnosis:9ccs219:Low birth wt:-0.091 Maternal Vital: Ht-otherPregnancy:0.091 Maternal Maternal Lab History: RBC-otherPregnancy:0.088 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.086 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.084 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.079 Maternal Maternal Procedure History:96372-otherPregnancy:-0.079 Diagnosis:9ccs128:Asthma:0.079 Diagnosis:9ccs89:Blindness:0.079 Vital: Ht Percentile-avg10to13 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 671 | OR_unadj: 1.232 [0.896 1.694] | indivs AUC:0.559 Correlated most with: Maternal Vital: Ht-postPregnancy:0.125 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.111 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.110 Newborn Diagnosis:9ccs219:Low birth wt:-0.102 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.098 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.087 Maternal Diagnosis:9ccs184:Early labor:-0.087 Maternal Diagnosis:9ccs185:Long pregncy:0.079 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:-0.077 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:-0.076 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 608 | OR_unadj: 1.049 [0.749 1.468] | indivs AUC:0.523 Correlated most with: Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.934 Maternal Maternal Lab History: RBC-postPregnancy:0.728 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.316 Maternal Maternal Lab History: MCV-postPregnancy:0.311 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.308 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.307 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.300 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.300 Maternal Maternal Lab History: RDW-postPregnancy:-0.287 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1055 | OR_unadj: 1.063 [0.788 1.433] | indivs AUC:0.501 Correlated most with: Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:1.000 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.998 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.731 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.731 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.719 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.718 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.710 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.708 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.653 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.652 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1057 | OR_unadj: 1.125 [0.846 1.496] | indivs AUC:0.529 Correlated most with: Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.394 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.393 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.391 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.391 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.380 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.379 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.341 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.340 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1056 | OR_unadj: 1.154 [0.867 1.537] | indivs AUC:0.546 Correlated most with: Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:1.000 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.999 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.731 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.730 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.656 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.654 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.636 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.635 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.609 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.607 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1058 | OR_unadj: 1.063 [0.788 1.433] | indivs AUC:0.492 Correlated most with: Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:1.000 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.998 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.731 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.730 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.718 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.714 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.708 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.704 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.652 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.650 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1060 | OR_unadj: 0.956 [0.714 1.280] | indivs AUC:0.475 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.695 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.695 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.654 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.654 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.635 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.635 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.350 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.350 * Vital: HC-avg19to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 917 | OR_unadj: 1.767 [1.333 2.341] | indivs AUC:0.534 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.119 Diagnosis:9ccs83:Epilepsy/cnv:-0.101 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.078 Maternal Vital: Ht Percentile-otherPregnancy:-0.077 Diagnosis:9ccs90:Eye infectn:0.070 Maternal Vital: HR-otherPregnancy:0.065 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.065 Diagnosis:9ccs94:Other ear dx:-0.063 Diagnosis:9ccs247:Lymph enlarg:0.062 Maternal Vital: Wt-postPregnancy:0.058 Vital: Wt Percentile-avg1to3 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 358 | OR_unadj: 1.211 [0.811 1.809] | indivs AUC:0.584 Correlated most with: Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.141 Diagnosis:9ccs117:Ot circul dx:-0.117 Maternal Maternal Lab History: INHMOM-postPregnancy:0.114 Newborn Diagnosis:9ccs219:Low birth wt:-0.111 Maternal Maternal Procedure History:86580-postPregnancy:-0.110 Maternal Diagnosis:9ccs184:Early labor:-0.110 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.107 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:-0.098 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.097 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.088 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1057 | OR_unadj: 0.956 [0.714 1.280] | indivs AUC:0.483 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.696 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.694 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.655 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.654 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.635 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.634 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.351 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.350 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1010 | OR_unadj: 0.881 [0.647 1.199] | indivs AUC:0.494 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.587 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.586 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.582 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.581 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.482 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.481 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.475 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.474 Vital: Ht Percentile-avg3to5 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 415 | OR_unadj: 0.745 [0.479 1.157] | indivs AUC:0.498 Correlated most with: Maternal Maternal Procedure History:96372-otherPregnancy:-0.100 Newborn Diagnosis:9ccs219:Low birth wt:-0.097 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.096 Maternal Diagnosis:9ccs184:Early labor:-0.095 Maternal Vital: Ht-postPregnancy:0.090 Maternal Diagnosis:9ccs185:Long pregncy:0.090 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.076 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.075 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:0.074 Maternal Diagnosis:9ccs61:Sickle cell:-0.071 * Vital: Wt Percentile-avg7to10 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 548 | OR_unadj: 1.684 [1.224 2.316] | indivs AUC:0.570 Correlated most with: Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.109 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.099 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.099 Maternal Vital: BMI Percentile-postPregnancy:0.095 Maternal Maternal Lab History: IRON-postPregnancy:-0.090 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:-0.087 Maternal Maternal Lab History: INHMOM-postPregnancy:0.084 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.082 Maternal Maternal Procedure History:86580-postPregnancy:-0.081 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.080 * Vital: Wt for Len Percentile-avg7to10 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1304 | OR_unadj: 2.608 [1.991 3.417] | indivs AUC:0.622 Correlated most with: Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.079 Maternal Vital: Wt-postPregnancy:0.079 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.073 Maternal Maternal Procedure History:J1055-postPregnancy:-0.072 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.071 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.071 Diagnosis:9ccs125:Bronchitis:0.070 Maternal Vital: BMI Percentile-postPregnancy:0.070 Maternal Diagnosis:9ccs163:Other GU dx:-0.067 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.065 * Vital: Wt for Len Percentile-avg16to19 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1269 | OR_unadj: 2.937 [2.233 3.864] | indivs AUC:0.772 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090 Maternal Diagnosis:9ccs163:Other GU dx:-0.084 Maternal Maternal Procedure History:J1055-postPregnancy:-0.078 Diagnosis:9ccs48:Thyroid dsor:-0.073 Diagnosis:9ccs234:Crush injury:0.072 Maternal Maternal Lab History: PH-otherPregnancy:0.071 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.069 Diagnosis:9ccs92:Otitis media:0.068 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.067 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.062 * Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 638 | OR_unadj: 0.506 [0.287 0.890] | indivs AUC:0.477 Correlated most with: Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:1.000 Maternal Maternal Procedure History:81000-postPregnancy:0.684 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.279 Maternal Maternal Lab History: CREATININE-otherPregnancy:-0.251 Maternal Maternal Procedure History:99000-postPregnancy:0.239 Maternal Maternal Lab History: CREATININE-postPregnancy:-0.220 Maternal Maternal Lab History: POLYS-postPregnancy:0.210 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.208 Maternal Maternal Procedure History:99000-otherPregnancy:-0.192 Maternal Vital: BP-postPregnancy:-0.184 * Vital: Wt for Len Percentile-avg10to13 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1379 | OR_unadj: 2.986 [2.269 3.930] | indivs AUC:0.700 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.096 Maternal Diagnosis:9ccs185:Long pregncy:0.082 Maternal Vital: Wt-postPregnancy:0.082 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080 Diagnosis:9ccs125:Bronchitis:0.079 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.076 Diagnosis:9ccs48:Thyroid dsor:-0.075 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.074 Diagnosis:9ccs10:Immuniz/scrn:-0.071 Maternal Diagnosis:9ccs182:Hemorr preg:-0.070 * Vital: Ht Percentile-gain0to24 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 899 | OR_unadj: 1.356 [1.016 1.808] | indivs AUC:0.595 Correlated most with: Maternal Vital: Ht-postPregnancy:0.127 Maternal Vital: Ht-otherPregnancy:0.087 Maternal Maternal Lab History: RBC-otherPregnancy:0.086 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.086 Newborn Diagnosis:9ccs219:Low birth wt:-0.083 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.083 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080 Maternal Maternal Procedure History:96372-otherPregnancy:-0.080 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.080 Diagnosis:9ccs89:Blindness:0.078 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 490 | OR_unadj: 0.750 [0.489 1.148] | indivs AUC:0.470 Correlated most with: Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:1.000 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.521 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.258 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.239 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.193 Maternal Maternal Lab History: MONOS-postPregnancy:0.186 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.157 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.136 Maternal Maternal Lab History: BUN-postPregnancy:0.128 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.126 Vital: HR-avg1to3 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 273 | OR_unadj: 0.877 [0.537 1.434] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs117:Ot circul dx:0.089 Maternal Diagnosis:9ccs182:Hemorr preg:0.084 Diagnosis:9ccs259:Unclassified:0.080 Diagnosis:9ccs214:GI cong anom:-0.079 Diagnosis:9ccs167:Breast dx:0.072 Newborn Diagnosis:9ccs256:Exam/eval:0.072 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.072 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.070 Maternal Maternal Lab History: CHLORIDE-postPregnancy:0.069 Diagnosis:9ccs244:Other injury:0.063 * Vital: Wt Percentile-avg13to16 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 679 | OR_unadj: 1.935 [1.451 2.581] | indivs AUC:0.643 Correlated most with: Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.105 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.101 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.085 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.080 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.079 Maternal Vital: Wt-postPregnancy:0.078 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.077 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.077 Maternal Maternal Procedure History:90746-postPregnancy:-0.075 Maternal Diagnosis:9ccs182:Hemorr preg:-0.075 Vital: HR-avg5to7 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 274 | OR_unadj: 0.881 [0.526 1.476] | indivs AUC:0.533 Correlated most with: Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.139 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:-0.121 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.099 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.088 Maternal Maternal Procedure History:90658-postPregnancy:-0.085 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.085 Newborn Diagnosis:9ccs94:Other ear dx:-0.077 Newborn Diagnosis:9ccs221:Resp distres:0.075 Diagnosis:9ccs125:Bronchitis:0.073 Maternal Diagnosis:9ccs83:Epilepsy/cnv:-0.071 Vital: Ht Percentile-avg5to7 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 465 | OR_unadj: 1.007 [0.684 1.483] | indivs AUC:0.524 Correlated most with: Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.110 Newborn Diagnosis:9ccs219:Low birth wt:-0.108 Maternal Diagnosis:9ccs259:Unclassified:-0.099 Maternal Diagnosis:9ccs184:Early labor:-0.094 Maternal Maternal Procedure History:86580-postPregnancy:-0.089 Maternal Vital: Ht-postPregnancy:0.082 Newborn Diagnosis:9ccs200:Oth skin dx:-0.081 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.080 Maternal Maternal Lab History: HCG-otherPregnancy:-0.079 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.078 Maternal Maternal Lab History: BASOPHIL-postPregnancy | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 519 | OR_unadj: 1.081 [0.729 1.602] | indivs AUC:0.574 Correlated most with: Maternal Maternal Lab History: BASOPHIL-postPregnancy:1.000 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.427 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.344 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.308 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.290 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.283 Maternal Maternal Lab History: RBC-postPregnancy:0.278 Maternal Maternal Lab History: WBC-postPregnancy:-0.252 Maternal Maternal Lab History: POLYS-postPregnancy:-0.244 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.203 * Vital: Wt Percentile-avg19to24 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 921 | OR_unadj: 2.119 [1.615 2.779] | indivs AUC:0.706 Correlated most with: Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.106 Diagnosis:9ccs48:Thyroid dsor:-0.101 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.092 Maternal Vital: Wt-postPregnancy:0.085 Maternal Vital: Ht-postPregnancy:0.078 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.076 Maternal Diagnosis:9ccs182:Hemorr preg:-0.067 Maternal Vital: Wt Percentile-postPregnancy:0.067 Maternal Vital: BP-postPregnancy:0.066 Newborn Diagnosis:9ccs219:Low birth wt:-0.066 * Vital: Wt for Len Percentile-gain0to24 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1335 | OR_unadj: 3.367 [2.548 4.450] | indivs AUC:0.775 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.098 Maternal Vital: Wt-postPregnancy:0.087 Diagnosis:9ccs259:Unclassified:-0.084 Maternal Vital: Wt-otherPregnancy:0.077 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071 Maternal Diagnosis:9ccs182:Hemorr preg:-0.069 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.068 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:-0.067 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.066 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.065 Vital: HR-avg3to5 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 237 | OR_unadj: 0.904 [0.524 1.561] | indivs AUC:0.523 Correlated most with: Maternal Maternal Procedure History:90658-postPregnancy:-0.121 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.113 Maternal Diagnosis:9ccs98:HTN:0.111 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.102 Newborn Diagnosis:9ccs256:Exam/eval:0.091 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:-0.089 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.082 Diagnosis:9ccs167:Breast dx:0.081 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.079 Maternal Diagnosis:9ccs182:Hemorr preg:0.078 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1060 | OR_unadj: 1.111 [0.830 1.488] | indivs AUC:0.504 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.997 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.947 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.944 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.769 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.767 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.760 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.757 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.714 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.711 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1057 | OR_unadj: 1.115 [0.833 1.493] | indivs AUC:0.511 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.997 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.947 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.945 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.769 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.768 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.759 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.757 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.713 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.711 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 552 | OR_unadj: 1.365 [0.962 1.935] | indivs AUC:0.520 Correlated most with: Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.853 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.667 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.526 Maternal Maternal Lab History: WBC-postPregnancy:-0.525 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.427 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.360 Maternal Maternal Lab History: POLYS-postPregnancy:-0.348 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.327 Maternal Maternal Lab History: RBC-postPregnancy:0.316 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 490 | OR_unadj: 0.715 [0.479 1.067] | indivs AUC:0.503 Correlated most with: Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:1.000 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.853 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.766 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:-0.588 Maternal Maternal Lab History: WBC-postPregnancy:0.474 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.419 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.344 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.297 Maternal Maternal Lab History: RBC-postPregnancy:-0.290 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:-0.248 * Diagnosis:9ccs10:Immuniz/scrn | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1406 | OR_unadj: 0.719 [0.517 0.999] | indivs AUC:0.515 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:1.000 Diagnosis:9ccs255:Social admin:0.458 Diagnosis:9ccs126:Ot up rsp in:0.312 Number of Visits:0.277 Diagnosis:9ccs7:Viral infect:0.207 Diagnosis:9ccs257:Ot aftercare:0.194 Diagnosis:9ccs92:Otitis media:0.191 Diagnosis:9ccs253:Allergy:0.179 Diagnosis:9ccs135:Intest infct:0.147 Diagnosis:9ccs90:Eye infectn:0.143 * Vital: Wt Percentile-avg3to5 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 408 | OR_unadj: 1.512 [1.054 2.171] | indivs AUC:0.532 Correlated most with: Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.125 Maternal Maternal Lab History: INHMOM-postPregnancy:0.124 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.107 Maternal Diagnosis:9ccs128:Asthma:-0.099 Diagnosis:9ccs117:Ot circul dx:-0.095 Newborn Diagnosis:9ccs200:Oth skin dx:-0.094 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.093 Newborn Diagnosis:9ccs219:Low birth wt:-0.089 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.088 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.088 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1056 | OR_unadj: 0.986 [0.740 1.313] | indivs AUC:0.488 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.933 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.931 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.721 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.720 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.709 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.708 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.688 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.686 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1056 | OR_unadj: 1.052 [0.778 1.422] | indivs AUC:0.441 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.999 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.930 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.928 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.769 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.767 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.706 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.704 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.664 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.663 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1059 | OR_unadj: 1.048 [0.775 1.417] | indivs AUC:0.436 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.999 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.930 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.928 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.769 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.768 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.706 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.705 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.665 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.663 * Vital: HC-gain0to24 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 903 | OR_unadj: 1.731 [1.303 2.298] | indivs AUC:0.539 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.120 Diagnosis:9ccs83:Epilepsy/cnv:-0.102 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.079 Maternal Vital: Ht Percentile-otherPregnancy:-0.077 Diagnosis:9ccs90:Eye infectn:0.069 Diagnosis:9ccs94:Other ear dx:-0.066 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.065 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.065 Maternal Vital: HR-otherPregnancy:0.063 Maternal Vital: Wt-postPregnancy:0.062 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1060 | OR_unadj: 0.950 [0.691 1.307] | indivs AUC:0.516 Correlated most with: Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:1.000 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.997 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.915 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.912 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.722 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.719 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.714 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.711 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.710 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.708 * Vital: Wt Percentile-gain0to24 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 906 | OR_unadj: 1.985 [1.512 2.606] | indivs AUC:0.707 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.101 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.099 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090 Maternal Vital: Wt-postPregnancy:0.084 Maternal Vital: Ht-postPregnancy:0.080 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.077 Maternal Vital: BP-postPregnancy:0.070 Maternal Vital: Wt Percentile-postPregnancy:0.067 Maternal Diagnosis:9ccs182:Hemorr preg:-0.067 Newborn Diagnosis:9ccs219:Low birth wt:-0.065 * Vital: Wt for Len Percentile-avg5to7 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 966 | OR_unadj: 1.961 [1.497 2.571] | indivs AUC:0.562 Correlated most with: Maternal Maternal Lab History: ANION GAP-otherPregnancy:-0.067 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.066 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.065 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.065 Diagnosis:9ccs222:Perint jaund:-0.059 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.057 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:-0.056 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.055 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.055 Diagnosis:9ccs217:Ot cong anom:-0.055 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1059 | OR_unadj: 1.001 [0.752 1.332] | indivs AUC:0.494 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.999 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.933 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.931 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.722 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.720 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.710 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.708 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.689 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.687 Vital: Wt Percentile-avg0to1 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 305 | OR_unadj: 0.948 [0.596 1.507] | indivs AUC:0.535 Correlated most with: Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.119 Maternal Diagnosis:9ccs184:Early labor:-0.109 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.105 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.099 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.098 Maternal Diagnosis:9ccs185:Long pregncy:0.098 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.097 Newborn Diagnosis:9ccs219:Low birth wt:-0.097 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.096 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.091 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1057 | OR_unadj: 0.957 [0.702 1.304] | indivs AUC:0.506 Correlated most with: Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:1.000 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.997 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.914 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.912 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.721 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.719 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.713 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.711 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.709 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.708 Census:Percent; Estimate; Percent high school graduate or higher-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1060 | OR_unadj: 1.130 [0.854 1.496] | indivs AUC:0.496 Correlated most with: Census:Percent; Estimate; Percent high school graduate or higher-latest:1.000 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.933 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.931 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.915 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.912 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.779 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.776 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.760 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.757 Vital: HR-avg0to1 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 209 | OR_unadj: 0.618 [0.317 1.205] | indivs AUC:0.448 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:-0.137 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.126 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.126 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.121 Maternal Vital: PL-otherPregnancy:-0.121 Maternal Maternal Lab History: PT-postPregnancy:-0.112 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.111 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.105 Newborn Diagnosis:9ccs253:Allergy:0.094 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.090 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 486 | OR_unadj: 0.778 [0.504 1.201] | indivs AUC:0.497 Correlated most with: Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.766 Maternal Maternal Lab History: WBC-postPregnancy:0.757 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.667 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.611 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.325 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.283 Maternal Maternal Lab History: WBC-otherPregnancy:0.257 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.241 Maternal Maternal Lab History: RBC-postPregnancy:-0.223 * Vital: BMI Percentile-avg19to24 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 288 | OR_unadj: 1.640 [1.099 2.447] | indivs AUC:0.528 Correlated most with: Diagnosis:9ccs259:Unclassified:-0.113 Maternal Maternal Lab History: FERRITIN-postPregnancy:-0.078 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.078 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.072 Maternal Diagnosis:9ccs69:Affective dx:0.069 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.069 Maternal Diagnosis:9ccs138:Esophgeal dx:-0.066 Diagnosis:9ccs215:gu cong anom:0.066 Maternal Maternal Lab History: FASTING-postPregnancy:0.066 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.066 Census:Percent; Estimate; Percent high school graduate or higher-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1057 | OR_unadj: 1.134 [0.857 1.501] | indivs AUC:0.502 Correlated most with: Census:Percent; Estimate; Percent high school graduate or higher-birth:1.000 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.933 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.931 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.914 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.912 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.778 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.776 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.759 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.757 * Vital: RR-avg5to7 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 164 | OR_unadj: 0.339 [0.136 0.845] | indivs AUC:0.492 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.128 Maternal Maternal Procedure History:90658-postPregnancy:-0.119 Number of Visits:0.095 Diagnosis:9ccs10:Immuniz/scrn:0.092 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.091 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.089 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.086 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.086 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.086 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.084 Vital: RR-avg7to10 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 231 | OR_unadj: 0.785 [0.423 1.459] | indivs AUC:0.514 Correlated most with: Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.129 Diagnosis:9ccs10:Immuniz/scrn:0.128 Diagnosis:9ccs125:Bronchitis:0.117 Maternal Maternal Procedure History:90658-postPregnancy:-0.102 Diagnosis:9ccs257:Ot aftercare:0.095 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:-0.086 Diagnosis:9ccs90:Eye infectn:0.083 Diagnosis:9ccs7:Viral infect:0.081 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.077 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.073 Maternal Vital: Wt Change-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 312 | OR_unadj: 0.820 [0.518 1.298] | indivs AUC:0.528 Correlated most with: Maternal Vital: Wt Change-postPregnancy:1.000 Maternal Maternal Procedure History:99000-postPregnancy:0.136 Maternal Maternal Procedure History:81000-postPregnancy:0.133 Maternal Vital: Ht-postPregnancy:0.126 Maternal Maternal Lab History: PH-otherPregnancy:-0.123 Maternal Maternal Lab History: ANION GAP-postPregnancy:-0.122 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.121 Maternal Maternal Procedure History:90656-otherPregnancy:0.118 Maternal Vital: Wt-postPregnancy:0.112 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.109 Vital: RR-avg3to5 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 144 | OR_unadj: 0.813 [0.383 1.729] | indivs AUC:0.505 Correlated most with: Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.175 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.170 Maternal Maternal Procedure History:87880-postPregnancy:0.153 Maternal Maternal Procedure History:90658-postPregnancy:-0.146 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.132 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.132 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.120 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.114 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.105 Diagnosis:9ccs128:Asthma:0.103 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 255 | OR_unadj: 0.646 [0.350 1.193] | indivs AUC:0.484 Correlated most with: Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.184 Maternal Vital: Wt Percentile-otherPregnancy:0.183 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.162 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.150 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.146 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:0.139 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.137 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:-0.136 Maternal Maternal Procedure History:36416-postPregnancy:0.123 Vital: Ht Percentile-avg0to1 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 307 | OR_unadj: 0.763 [0.457 1.274] | indivs AUC:0.527 Correlated most with: Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.102 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.095 Maternal Diagnosis:9ccs184:Early labor:-0.090 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.090 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.086 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.086 Diagnosis:9ccs211:Ot conn tiss:0.085 Newborn Diagnosis:9ccs200:Oth skin dx:-0.084 Maternal Maternal Lab History: FASTING-postPregnancy:0.079 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.078 Census:Percent; Estimate; Percent bachelor's degree or higher-birth | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.002] | occ: 1056 | OR_unadj: 1.054 [0.776 1.431] | indivs AUC:0.473 Correlated most with: Census:Percent; Estimate; Percent bachelor's degree or higher-birth:1.000 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.998 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.947 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.944 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.930 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.928 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.778 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.776 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.721 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.721 Vital: Wt Change-avg0to1 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 223 | OR_unadj: 0.616 [0.325 1.165] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: FASTING-postPregnancy:-0.109 Lab:323825 STREP SCREEN THROAT - Sunrise:0.107 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.105 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.096 Maternal Maternal Lab History: FASTING-otherPregnancy:-0.095 Maternal Maternal Procedure History:96372-otherPregnancy:-0.091 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.087 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.087 Diagnosis:9ccs151:Oth liver dx:-0.084 Maternal Maternal Lab History: URINE PH-otherPregnancy:0.076 Census:Percent; Estimate; Percent bachelor's degree or higher-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1059 | OR_unadj: 1.050 [0.773 1.426] | indivs AUC:0.466 Correlated most with: Census:Percent; Estimate; Percent bachelor's degree or higher-latest:1.000 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.998 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.947 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.945 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.930 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.928 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.779 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.776 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.722 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.722 Vital: RR-avg19to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 166 | OR_unadj: 0.936 [0.487 1.798] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs123:Influenza:0.137 Maternal Maternal Procedure History:90658-postPregnancy:-0.135 Diagnosis:9ccs59:Anemia:0.100 Maternal Vital: BMI Percentile-postPregnancy:-0.094 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.088 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.086 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.086 Maternal Maternal Procedure History:90471-postPregnancy:-0.078 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:-0.074 Maternal Maternal Lab History: A/G-otherPregnancy:0.073 Maternal Vital: BP-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 314 | OR_unadj: 1.341 [0.868 2.070] | indivs AUC:0.539 Correlated most with: Maternal Vital: BP-otherPregnancy:1.000 Maternal Vital: Wt-otherPregnancy:0.437 Maternal Vital: BP-postPregnancy:0.421 Maternal Vital: Wt-postPregnancy:0.297 Maternal Maternal Lab History: RBC-otherPregnancy:0.293 Maternal Maternal Lab History: MCH-otherPregnancy:-0.209 Maternal Vital: Ht-otherPregnancy:0.202 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.195 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.173 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.168 Vital: RR-avg10to13 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 215 | OR_unadj: 1.323 [0.778 2.248] | indivs AUC:0.486 Correlated most with: Maternal Maternal Lab History: PTT-otherPregnancy:-0.132 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.115 Diagnosis:9ccs128:Asthma:0.108 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.094 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.094 Diagnosis:9ccs48:Thyroid dsor:0.088 Maternal Diagnosis:9ccs238:Complic proc:0.088 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.088 Maternal Vital: Temp-otherPregnancy:0.087 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:-0.085 Vital: RR-avg1to3 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 162 | OR_unadj: 1.250 [0.715 2.185] | indivs AUC:0.503 Correlated most with: Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.139 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.138 Diagnosis:9ccs250:Nausea/vomit:-0.097 Newborn Diagnosis:9ccs219:Low birth wt:0.092 Diagnosis:9ccs74:Ot mentl cnd:0.089 Maternal Maternal Lab History: IRON-postPregnancy:-0.087 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.086 Maternal Diagnosis:9ccs98:HTN:0.086 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.085 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.085 Maternal Vital: Temp-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 268 | OR_unadj: 1.249 [0.793 1.967] | indivs AUC:0.532 Correlated most with: Maternal Vital: Temp-postPregnancy:1.000 Maternal Vital: Temp-otherPregnancy:0.219 Maternal Maternal Lab History: A/G-postPregnancy:-0.170 Maternal Maternal Procedure History:36415-otherPregnancy:-0.153 Maternal Maternal Lab History: GLOBULIN-postPregnancy:0.145 Maternal Vital: Wt-postPregnancy:0.145 Maternal Vital: Wt-otherPregnancy:0.123 Maternal Maternal Procedure History:99000-postPregnancy:-0.121 Maternal Maternal Lab History: SODIUM-otherPregnancy:0.120 Maternal Vital: Wt Change-otherPregnancy:-0.119 Vital: RR-avg13to16 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 163 | OR_unadj: 0.770 [0.363 1.632] | indivs AUC:0.480 Correlated most with: Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.134 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.109 Maternal Vital: Wt Percentile-otherPregnancy:0.109 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.103 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.102 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.100 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.100 Diagnosis:9ccs125:Bronchitis:0.100 Diagnosis:9ccs141:Ot dx stomch:-0.093 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.087 Maternal Vital: HR-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 291 | OR_unadj: 1.311 [0.844 2.037] | indivs AUC:0.514 Correlated most with: Maternal Vital: HR-otherPregnancy:1.000 Maternal Vital: HR-postPregnancy:0.327 Maternal Vital: PL-otherPregnancy:0.246 Maternal Maternal Lab History: AFP-otherPregnancy:0.201 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.184 Maternal Vital: BP-otherPregnancy:0.167 Maternal Vital: Ht-otherPregnancy:0.165 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.160 Maternal Maternal Procedure History:81000-postPregnancy:-0.138 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.135 Vital: RR-avg16to19 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 154 | OR_unadj: 1.347 [0.768 2.362] | indivs AUC:0.513 Correlated most with: Maternal Maternal Procedure History:90658-postPregnancy:-0.120 Diagnosis:9ccs240:Burns:0.091 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.089 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.088 Maternal Maternal Procedure History:90472-postPregnancy:0.082 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:0.080 Maternal Maternal Lab History: IRON-postPregnancy:-0.078 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.074 Maternal Maternal Lab History: HCG-postPregnancy:-0.073 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:-0.070 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 282 | OR_unadj: 0.738 [0.443 1.231] | indivs AUC:0.471 Correlated most with: Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:1.000 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:0.261 Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.226 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.205 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.202 Maternal Maternal Lab History: WBC-postPregnancy:-0.186 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:-0.175 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:-0.146 Maternal Maternal Lab History: URINE KETONES-postPregnancy:-0.132 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:-0.129 * Maternal Vital: Wt-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 316 | OR_unadj: 1.666 [1.070 2.593] | indivs AUC:0.543 Correlated most with: Maternal Vital: Wt-otherPregnancy:1.000 Maternal Vital: Wt-postPregnancy:0.634 Maternal Vital: BP-otherPregnancy:0.437 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.300 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.290 Maternal Vital: Ht-otherPregnancy:0.289 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.256 Maternal Vital: BMI-otherPregnancy:0.243 Maternal Vital: BMI Percentile-otherPregnancy:0.226 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.204 Maternal Maternal Lab History: RBC-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 281 | OR_unadj: 1.324 [0.838 2.089] | indivs AUC:0.550 Correlated most with: Maternal Maternal Lab History: RBC-otherPregnancy:1.000 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.652 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.530 Maternal Maternal Lab History: MCV-otherPregnancy:-0.469 Maternal Maternal Lab History: MCH-otherPregnancy:-0.377 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.333 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.293 Maternal Vital: BP-otherPregnancy:0.293 Maternal Maternal Lab History: RBC-postPregnancy:0.292 Maternal Maternal Lab History: MCV-postPregnancy:-0.223 * Vital: Wt for Len Percentile-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1535 | OR_unadj: 4.512 [3.322 6.127] | indivs AUC:0.778 Correlated most with: Maternal Vital: Wt-postPregnancy:0.090 Diagnosis:9ccs48:Thyroid dsor:-0.082 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.077 Maternal Vital: Wt-otherPregnancy:0.076 Diagnosis:9ccs259:Unclassified:-0.073 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.067 Maternal Diagnosis:9ccs185:Long pregncy:0.062 Maternal Vital: Temp-otherPregnancy:0.062 Diagnosis:9ccs74:Ot mentl cnd:0.061 Vital: BMI Percentile-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 258 | OR_unadj: 1.431 [0.924 2.214] | indivs AUC:0.525 Correlated most with: Diagnosis:9ccs259:Unclassified:-0.114 Diagnosis:9ccs58:Ot nutrit dx:0.081 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.072 Maternal Maternal Lab History: FASTING-postPregnancy:0.071 Diagnosis:9ccs215:gu cong anom:0.070 Maternal Diagnosis:9ccs138:Esophgeal dx:-0.069 Diagnosis:9ccs137:Mouth dx:-0.069 Diagnosis:9ccs240:Burns:-0.068 Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.067 Maternal Maternal Lab History: MCH-otherPregnancy:-0.066 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 334 | OR_unadj: 0.739 [0.424 1.289] | indivs AUC:0.449 Correlated most with: Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:1.000 Maternal Maternal Lab History: PH-postPregnancy:0.319 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.272 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.269 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.253 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.223 Maternal Maternal Lab History: PO2-postPregnancy:-0.210 Maternal Maternal Lab History: UIBC-postPregnancy:-0.206 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.191 Maternal Maternal Lab History: SODIUM-postPregnancy:0.184 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 484 | OR_unadj: 0.861 [0.574 1.289] | indivs AUC:0.472 Correlated most with: Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:1.000 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.611 Maternal Maternal Lab History: WBC-postPregnancy:0.564 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:0.521 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.327 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.315 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.297 Maternal Maternal Lab History: WBC-otherPregnancy:0.221 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.217 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.213 Maternal Maternal Lab History: AST-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 269 | OR_unadj: 0.811 [0.398 1.653] | indivs AUC:0.473 Correlated most with: Maternal Maternal Lab History: AST-postPregnancy:1.000 Maternal Maternal Lab History: ALT-postPregnancy:0.637 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.368 Maternal Maternal Lab History: LDH-postPregnancy:0.300 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.292 Maternal Maternal Lab History: PO2-postPregnancy:0.199 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.198 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.198 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.196 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.196 Maternal Vital: BMI-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 308 | OR_unadj: 1.059 [0.563 1.991] | indivs AUC:0.516 Correlated most with: Maternal Vital: BMI-otherPregnancy:1.000 Maternal Vital: BMI-postPregnancy:0.256 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.246 Maternal Vital: Wt-otherPregnancy:0.243 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.185 Maternal Maternal Lab History: RDW-otherPregnancy:0.183 Maternal Maternal Procedure History:86580-otherPregnancy:0.179 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.170 Maternal Vital: Wt-postPregnancy:0.164 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.157 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 391 | OR_unadj: 1.173 [0.726 1.895] | indivs AUC:0.540 Correlated most with: Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:1.000 Maternal Maternal Procedure History:81025-postPregnancy:0.273 Maternal Maternal Procedure History:96372-postPregnancy:0.192 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.163 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.148 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.133 Maternal Maternal Procedure History:90663-postPregnancy:0.131 Maternal Maternal Procedure History:90472-postPregnancy:0.128 Maternal Maternal Procedure History:90470-postPregnancy:0.125 Maternal Vital: Wt Change-postPregnancy:0.121 Maternal Maternal Lab History: ALT-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 318 | OR_unadj: 0.693 [0.342 1.405] | indivs AUC:0.460 Correlated most with: Maternal Maternal Lab History: ALT-postPregnancy:1.000 Maternal Maternal Lab History: AST-postPregnancy:0.637 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.374 Maternal Maternal Procedure History:90663-postPregnancy:0.348 Maternal Maternal Procedure History:90470-postPregnancy:0.346 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.339 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.260 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.245 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.241 Maternal Maternal Lab History: AMYLASE-postPregnancy:0.221 Maternal Diagnosis:9ccs181:Ot preg comp | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 487 | OR_unadj: 1.286 [0.968 1.709] | indivs AUC:0.523 Correlated most with: Maternal Diagnosis:9ccs181:Ot preg comp:1.000 Maternal Diagnosis:9ccs10:Immuniz/scrn:0.467 Maternal Diagnosis:9ccs59:Anemia:0.379 Maternal Diagnosis:9ccs128:Asthma:0.219 Maternal Diagnosis:9ccs60:Acut p-h anm:0.182 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.180 Maternal Diagnosis:9ccs7:Viral infect:0.144 Maternal Diagnosis:9ccs48:Thyroid dsor:0.139 Maternal Diagnosis:9ccs106:Dysrhythmia:0.128 Maternal Diagnosis:9ccs168:PID:0.128 Maternal Maternal Lab History: Alk Phos-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 320 | OR_unadj: 1.288 [0.758 2.187] | indivs AUC:0.522 Correlated most with: Maternal Maternal Lab History: Alk Phos-postPregnancy:1.000 Maternal Maternal Lab History: LDH-postPregnancy:0.396 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.386 Maternal Maternal Lab History: ALT-postPregnancy:0.374 Maternal Maternal Lab History: AST-postPregnancy:0.368 Maternal Maternal Lab History: CALCIUM-postPregnancy:-0.300 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.296 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:0.237 Maternal Maternal Lab History: INR-postPregnancy:-0.209 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.206 Maternal Maternal Lab History: MCH-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 281 | OR_unadj: 0.691 [0.420 1.135] | indivs AUC:0.440 Correlated most with: Maternal Maternal Lab History: MCH-otherPregnancy:1.000 Maternal Maternal Lab History: MCV-otherPregnancy:0.792 Maternal Maternal Lab History: RDW-otherPregnancy:-0.618 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.550 Maternal Maternal Lab History: MCH-postPregnancy:0.430 Maternal Maternal Lab History: MCV-postPregnancy:0.397 Maternal Maternal Lab History: RBC-otherPregnancy:-0.377 Maternal Maternal Lab History: RDW-postPregnancy:-0.296 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.281 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.256 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 321 | OR_unadj: 0.918 [0.578 1.458] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.795 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.538 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.296 Maternal Maternal Lab History: SODIUM-postPregnancy:0.287 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.254 Maternal Maternal Lab History: PTT-postPregnancy:0.241 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.233 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.230 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.228 Maternal Maternal Lab History: CHLORIDE-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 332 | OR_unadj: 0.970 [0.615 1.529] | indivs AUC:0.483 Correlated most with: Maternal Maternal Lab History: CHLORIDE-postPregnancy:1.000 Maternal Maternal Lab History: SODIUM-postPregnancy:0.298 Maternal Maternal Procedure History:36416-postPregnancy:-0.202 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:0.172 Maternal Maternal Lab History: LDL-postPregnancy:-0.163 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:-0.159 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.145 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.143 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.141 Maternal Maternal Procedure History:90472-postPregnancy:-0.140 Maternal Vital: PL-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 152 | OR_unadj: 0.568 [0.258 1.251] | indivs AUC:0.488 Correlated most with: Maternal Vital: PL-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:-0.169 Maternal Vital: HR-postPregnancy:0.159 Maternal Maternal Lab History: ALT-postPregnancy:0.151 Maternal Maternal Lab History: AST-postPregnancy:0.142 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.141 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.140 Maternal Vital: PL-otherPregnancy:0.139 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:-0.134 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.115 Maternal Maternal Lab History: CREATININE-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 330 | OR_unadj: nan [ nan nan] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: CREATININE-postPregnancy:1.000 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.342 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.298 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.220 Maternal Maternal Procedure History:81000-postPregnancy:-0.218 Maternal Maternal Procedure History:99000-otherPregnancy:0.192 Maternal Maternal Procedure History:90656-otherPregnancy:0.148 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.146 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.145 Maternal Maternal Lab History: AST-postPregnancy:0.139 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 237 | OR_unadj: 0.869 [0.425 1.778] | indivs AUC:0.515 Correlated most with: Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:1.000 Maternal Maternal Procedure History:90471-postPregnancy:0.318 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.292 Maternal Maternal Procedure History:99401-postPregnancy:0.272 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.223 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.208 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.174 Maternal Maternal Procedure History:90649-postPregnancy:0.171 Maternal Maternal Lab History: LDH-postPregnancy:-0.158 Maternal Maternal Procedure History:99401-otherPregnancy:0.150 Maternal Vital: Ht-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 309 | OR_unadj: 1.065 [0.679 1.670] | indivs AUC:0.526 Correlated most with: Maternal Vital: Ht-otherPregnancy:1.000 Maternal Vital: Ht-postPregnancy:0.610 Maternal Vital: Wt-otherPregnancy:0.289 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.213 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.212 Maternal Vital: BP-otherPregnancy:0.202 Maternal Vital: Wt-postPregnancy:0.196 Maternal Maternal Lab History: Alk Phos-otherPregnancy:-0.179 Maternal Vital: HR-otherPregnancy:0.165 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.158 Maternal Maternal Lab History: POTASSIUM-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 332 | OR_unadj: 1.049 [0.658 1.672] | indivs AUC:0.433 Correlated most with: Maternal Maternal Lab History: POTASSIUM-postPregnancy:1.000 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:0.306 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.242 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.190 Maternal Maternal Lab History: SODIUM-postPregnancy:0.175 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.166 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.145 Maternal Maternal Lab History: URINE KETONES-postPregnancy:-0.131 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.127 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.124 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 337 | OR_unadj: 1.151 [0.638 2.078] | indivs AUC:0.524 Correlated most with: Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.251 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.221 Maternal Maternal Lab History: BUN-postPregnancy:0.202 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.194 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.184 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.184 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.182 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.170 Maternal Maternal Procedure History:81025-postPregnancy:0.169 Maternal Maternal Lab History: RDW-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 280 | OR_unadj: 1.136 [0.672 1.920] | indivs AUC:0.505 Correlated most with: Maternal Maternal Lab History: RDW-otherPregnancy:1.000 Maternal Maternal Lab History: MCH-otherPregnancy:-0.618 Maternal Maternal Lab History: MCV-otherPregnancy:-0.560 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.458 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.333 Maternal Maternal Lab History: RDW-postPregnancy:0.262 Maternal Maternal Lab History: MCH-postPregnancy:-0.252 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.244 Maternal Maternal Lab History: MCV-postPregnancy:-0.243 Maternal Maternal Lab History: CALCIUM-otherPregnancy:-0.221 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 281 | OR_unadj: 0.987 [0.602 1.619] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:1.000 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.488 Maternal Maternal Lab History: MPV-otherPregnancy:-0.420 Maternal Maternal Lab History: WBC-otherPregnancy:0.283 Maternal Maternal Lab History: MPV-postPregnancy:-0.282 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.256 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:0.250 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.227 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.223 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.180 Maternal Maternal Lab History: RUBELLA-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 167 | OR_unadj: 0.605 [0.258 1.421] | indivs AUC:0.476 Correlated most with: Maternal Maternal Lab History: RUBELLA-postPregnancy:1.000 Maternal Maternal Lab History: RUBELLA-otherPregnancy:0.307 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.216 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.208 Maternal Maternal Procedure History:86580-postPregnancy:0.183 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.156 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.155 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.148 Newborn Diagnosis:9ccs221:Resp distres:0.142 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.140 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 275 | OR_unadj: 0.925 [0.551 1.552] | indivs AUC:0.517 Correlated most with: Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.847 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.617 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.538 Maternal Maternal Lab History: WBC-otherPregnancy:-0.484 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.392 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:-0.236 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:0.208 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.196 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.181 * Diagnosis:9ccs200:Oth skin dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 461 | OR_unadj: 0.717 [0.522 0.985] | indivs AUC:0.465 Correlated most with: Diagnosis:9ccs200:Oth skin dx:1.000 Number of Visits:0.231 Diagnosis:9ccs253:Allergy:0.201 Diagnosis:9ccs155:Other GI dx:0.168 Diagnosis:9ccs7:Viral infect:0.158 Diagnosis:9ccs256:Exam/eval:0.140 Diagnosis:9ccs239:Superfic inj:0.138 Diagnosis:9ccs126:Ot up rsp in:0.119 Diagnosis:9ccs255:Social admin:0.113 Diagnosis:9ccs10:Immuniz/scrn:0.106 * Maternal Diagnosis:9ccs186:DM in preg | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 164 | OR_unadj: 2.045 [1.396 2.995] | indivs AUC:0.503 Correlated most with: Maternal Diagnosis:9ccs186:DM in preg:1.000 Maternal Diagnosis:9ccs49:DiabMel no c:0.409 Newborn Diagnosis:9ccs259:Unclassified:0.292 MatDeliveryAge:0.211 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.169 Maternal Diagnosis:9ccs176:Contraceptiv:0.135 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.123 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.106 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.104 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.095 Maternal Maternal Lab History: MCV-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 281 | OR_unadj: 0.814 [0.499 1.328] | indivs AUC:0.468 Correlated most with: Maternal Maternal Lab History: MCV-otherPregnancy:1.000 Maternal Maternal Lab History: MCH-otherPregnancy:0.792 Maternal Maternal Lab History: RDW-otherPregnancy:-0.560 Maternal Maternal Lab History: MCV-postPregnancy:0.503 Maternal Maternal Lab History: RBC-otherPregnancy:-0.469 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.425 Maternal Maternal Lab History: MCH-postPregnancy:0.403 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.361 Maternal Maternal Lab History: RDW-postPregnancy:-0.293 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.234 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 281 | OR_unadj: 1.130 [0.720 1.775] | indivs AUC:0.521 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:1.000 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.928 Maternal Maternal Lab History: MCH-otherPregnancy:0.550 Maternal Maternal Lab History: RBC-otherPregnancy:0.530 Maternal Maternal Lab History: RDW-otherPregnancy:-0.458 Maternal Maternal Lab History: MCV-otherPregnancy:0.425 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.354 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.322 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.300 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.267 Maternal Maternal Lab History: WBC-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 281 | OR_unadj: 1.232 [0.769 1.973] | indivs AUC:0.525 Correlated most with: Maternal Maternal Lab History: WBC-otherPregnancy:1.000 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.823 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.574 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.484 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.413 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.298 Maternal Maternal Lab History: WBC-postPregnancy:0.291 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.283 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.257 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.221 Vital: RR-avg0to1 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 140 | OR_unadj: 0.974 [0.474 2.002] | indivs AUC:0.496 Correlated most with: Maternal Diagnosis:9ccs168:PID:0.133 Maternal Diagnosis:9ccs46:Bnign ut neo:-0.114 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.109 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.093 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.086 Diagnosis:9ccs224:Ot perint dx:0.079 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:-0.079 Maternal Diagnosis:9ccs172:Ovarian cyst:-0.076 Maternal Diagnosis:9ccs186:DM in preg:0.074 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.070 Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 116 | OR_unadj: 1.341 [0.705 2.553] | indivs AUC:0.522 Correlated most with: Lab:295669 BILIRUBIN DIRECT - LMC:1.000 Lab:294203 BILIRUBIN TOTAL - LMC:0.191 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.115 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.112 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.102 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.097 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.096 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.095 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:0.094 Maternal Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.090 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 236 | OR_unadj: 1.016 [0.619 1.668] | indivs AUC:0.517 Correlated most with: Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:1.000 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:0.261 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.192 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.180 Maternal Maternal Lab History: WBC-otherPregnancy:-0.174 Maternal Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:-0.152 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.148 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.143 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.139 Maternal Maternal Lab History: TP PERIOD-postPregnancy:-0.139 Maternal Maternal Lab History: ALBUMIN-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 321 | OR_unadj: 0.826 [0.531 1.287] | indivs AUC:0.465 Correlated most with: Maternal Maternal Lab History: ALBUMIN-postPregnancy:1.000 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.795 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.582 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.386 Maternal Maternal Lab History: SODIUM-postPregnancy:0.335 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.316 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.280 Maternal Maternal Lab History: LDH-postPregnancy:-0.272 Maternal Maternal Lab History: RBC-postPregnancy:0.268 Maternal Maternal Lab History: INR-postPregnancy:0.266 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 111 | OR_unadj: 1.346 [0.643 2.819] | indivs AUC:0.475 Correlated most with: Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.404 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.401 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.368 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.349 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.345 Maternal Vital: SpO2-postPregnancy:-0.296 Maternal Maternal Procedure History:36416-postPregnancy:-0.215 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.215 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.206 Diagnosis:9ccs91:Other eye dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 140 | OR_unadj: 0.818 [0.490 1.368] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs91:Other eye dx:1.000 Diagnosis:9ccs89:Blindness:0.284 Diagnosis:9ccs217:Ot cong anom:0.181 Number of Visits:0.151 Diagnosis:9ccs155:Other GI dx:0.113 Diagnosis:9ccs90:Eye infectn:0.101 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.093 Diagnosis:9ccs10:Immuniz/scrn:0.086 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.083 Diagnosis:9ccs253:Allergy:0.080 Maternal Maternal Lab History: SODIUM-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 332 | OR_unadj: 1.008 [0.627 1.620] | indivs AUC:0.458 Correlated most with: Maternal Maternal Lab History: SODIUM-postPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.335 Maternal Maternal Lab History: BUN-postPregnancy:0.311 Maternal Maternal Lab History: CHLORIDE-postPregnancy:0.298 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.287 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.273 Maternal Maternal Lab History: SODIUM-otherPregnancy:0.265 Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.215 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.184 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.180 Diagnosis:9ccs255:Social admin | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1616 | OR_unadj: 0.664 [0.382 1.152] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs255:Social admin:1.000 Diagnosis:9ccs10:Immuniz/scrn:0.458 Diagnosis:9ccs126:Ot up rsp in:0.355 Diagnosis:9ccs253:Allergy:0.212 Diagnosis:9ccs92:Otitis media:0.192 Diagnosis:9ccs257:Ot aftercare:0.190 Diagnosis:9ccs7:Viral infect:0.187 Number of Visits:0.148 Diagnosis:9ccs90:Eye infectn:0.125 Diagnosis:9ccs125:Bronchitis:0.124 Maternal Maternal Procedure History:81000-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 314 | OR_unadj: 1.065 [0.679 1.670] | indivs AUC:0.502 Correlated most with: Maternal Maternal Procedure History:81000-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.654 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.376 Maternal Maternal Procedure History:99401-otherPregnancy:0.329 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.324 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.249 Maternal Maternal Procedure History:81000-postPregnancy:0.220 Maternal Maternal Procedure History:90656-otherPregnancy:-0.219 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.215 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.200 Maternal Maternal Procedure History:81000-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 337 | OR_unadj: 0.637 [0.315 1.287] | indivs AUC:0.550 Correlated most with: Maternal Maternal Procedure History:81000-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.684 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.372 Maternal Maternal Procedure History:99401-postPregnancy:0.255 Maternal Maternal Procedure History:99000-postPregnancy:0.221 Maternal Maternal Procedure History:81000-otherPregnancy:0.220 Maternal Maternal Lab History: CREATININE-postPregnancy:-0.218 Maternal Maternal Lab History: CREATININE-otherPregnancy:-0.198 Maternal Maternal Procedure History:99000-otherPregnancy:-0.178 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.173 Maternal Diagnosis:9ccs195:Ot compl bir | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 725 | OR_unadj: 1.290 [0.988 1.685] | indivs AUC:0.522 Correlated most with: Maternal Diagnosis:9ccs195:Ot compl bir:1.000 Newborn Diagnosis:9ccs256:Exam/eval:0.154 MatDeliveryAge:0.128 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.120 Maternal Diagnosis:9ccs191:Amnios dx:0.105 Maternal Diagnosis:9ccs190:Fetal distrs:0.102 Newborn Diagnosis:9ccs224:Ot perint dx:0.101 Maternal Diagnosis:9ccs46:Bnign ut neo:0.080 Maternal Vital: Wt-postPregnancy:0.074 Newborn Diagnosis:9ccs222:Perint jaund:0.071 Maternal Maternal Lab History: CALCIUM-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 332 | OR_unadj: 0.847 [0.539 1.330] | indivs AUC:0.507 Correlated most with: Maternal Maternal Lab History: CALCIUM-postPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.582 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.538 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.342 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.300 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.275 Maternal Maternal Lab History: SODIUM-postPregnancy:0.273 Maternal Maternal Lab History: PTT-postPregnancy:0.271 Maternal Maternal Lab History: LDH-postPregnancy:-0.266 Maternal Maternal Lab History: INR-postPregnancy:0.255 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 125 | OR_unadj: 0.504 [0.180 1.416] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:1.000 Maternal Maternal Procedure History:90658-postPregnancy:-0.174 Maternal Maternal Lab History: POTASSIUM-postPregnancy:-0.145 Maternal Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:-0.145 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.123 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:-0.111 Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.108 Maternal Maternal Lab History: RDW-postPregnancy:-0.104 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:-0.099 Maternal Maternal Procedure History:86703-postPregnancy:-0.098 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 310 | OR_unadj: 1.109 [0.701 1.756] | indivs AUC:0.476 Correlated most with: Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:1.000 Maternal Maternal Procedure History:81000-otherPregnancy:0.654 Maternal Maternal Procedure History:99401-otherPregnancy:0.312 Maternal Maternal Procedure History:36415-otherPregnancy:0.298 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.285 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.213 Maternal Vital: PL-otherPregnancy:0.211 Maternal Maternal Procedure History:90656-otherPregnancy:-0.198 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.197 Maternal Maternal Procedure History:86703-otherPregnancy:0.184 Maternal Maternal Lab History: MPV-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 247 | OR_unadj: 1.122 [0.655 1.921] | indivs AUC:0.519 Correlated most with: Maternal Maternal Lab History: MPV-otherPregnancy:1.000 Maternal Maternal Lab History: MPV-postPregnancy:0.421 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.420 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:-0.225 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.196 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:-0.190 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.168 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:0.167 Maternal Maternal Lab History: CALCIUM-otherPregnancy:-0.167 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:-0.146 Maternal Diagnosis:9ccs190:Fetal distrs | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 378 | OR_unadj: 0.848 [0.610 1.181] | indivs AUC:0.462 Correlated most with: Maternal Diagnosis:9ccs190:Fetal distrs:1.000 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.147 Maternal Diagnosis:9ccs185:Long pregncy:0.141 Maternal Diagnosis:9ccs195:Ot compl bir:0.102 Maternal Diagnosis:9ccs176:Contraceptiv:-0.085 Diagnosis:9ccs61:Sickle cell:0.078 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.075 Maternal Maternal Procedure History:36415-otherPregnancy:0.072 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.070 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.070 Maternal Maternal Lab History: ESTRIOL-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 164 | OR_unadj: 1.485 [0.828 2.663] | indivs AUC:0.531 Correlated most with: Maternal Maternal Lab History: ESTRIOL-postPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.458 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.253 Maternal Maternal Lab History: APF MoM-postPregnancy:0.230 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.199 Maternal Maternal Lab History: INHMOM-postPregnancy:0.175 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.171 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.156 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.139 Maternal Maternal Lab History: AFP-postPregnancy:0.135 Maternal Maternal Lab History: hCG MoM-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 168 | OR_unadj: 0.785 [0.385 1.597] | indivs AUC:0.505 Correlated most with: Maternal Maternal Lab History: hCG MoM-postPregnancy:1.000 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:0.729 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.397 Maternal Maternal Lab History: HCG-postPregnancy:0.360 Maternal Maternal Lab History: INHMOM-postPregnancy:0.268 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.244 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.240 Maternal Maternal Lab History: ESTRIOL-postPregnancy:-0.171 Maternal Maternal Lab History: WEIGHT-postPregnancy:-0.171 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.156 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 271 | OR_unadj: 0.887 [0.487 1.618] | indivs AUC:0.521 Correlated most with: Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:1.000 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.272 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.223 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.185 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.125 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.123 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.122 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.115 Maternal Vital: HR-otherPregnancy:-0.112 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.111 Maternal Maternal Lab History: URINE PH-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 282 | OR_unadj: 0.705 [0.447 1.113] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: URINE PH-postPregnancy:1.000 Maternal Maternal Lab History: URINE PH-otherPregnancy:0.210 Maternal Vital: BP-postPregnancy:-0.153 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:-0.141 Maternal Maternal Lab History: AMYLASE-postPregnancy:-0.124 Maternal Vital: SpO2-postPregnancy:0.124 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.122 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.115 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:-0.114 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.113 Maternal Maternal Lab History: ALT-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 214 | OR_unadj: 0.994 [0.483 2.045] | indivs AUC:0.481 Correlated most with: Maternal Maternal Lab History: ALT-otherPregnancy:1.000 Maternal Maternal Lab History: AST-otherPregnancy:0.706 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.295 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.195 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.180 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.163 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.157 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.154 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.154 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.152 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 370 | OR_unadj: 0.918 [0.588 1.434] | indivs AUC:0.495 Correlated most with: Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.159 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.158 Maternal Vital: RR-postPregnancy:-0.132 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.127 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.116 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.114 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.112 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.108 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.103 Maternal Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 178 | OR_unadj: 1.268 [0.843 1.907] | indivs AUC:0.525 Correlated most with: Maternal Diagnosis:9ccs10:Immuniz/scrn:1.000 Maternal Diagnosis:9ccs181:Ot preg comp:0.467 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.114 Maternal Diagnosis:9ccs259:Unclassified:0.100 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.085 Maternal Maternal Procedure History:90470-postPregnancy:0.076 Maternal Maternal Procedure History:90663-postPregnancy:0.076 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.075 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.073 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.072 Diagnosis:9ccs253:Allergy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 840 | OR_unadj: 0.970 [0.744 1.266] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs253:Allergy:1.000 Number of Visits:0.271 Diagnosis:9ccs255:Social admin:0.212 Diagnosis:9ccs200:Oth skin dx:0.201 Diagnosis:9ccs10:Immuniz/scrn:0.179 Diagnosis:9ccs4:Mycoses:0.177 Diagnosis:9ccs126:Ot up rsp in:0.157 Diagnosis:9ccs257:Ot aftercare:0.157 Diagnosis:9ccs7:Viral infect:0.155 Diagnosis:9ccs239:Superfic inj:0.139 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 236 | OR_unadj: 1.482 [0.910 2.416] | indivs AUC:0.529 Correlated most with: Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:1.000 Maternal Maternal Lab History: WBC-otherPregnancy:0.823 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.703 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.617 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.552 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.241 Maternal Maternal Lab History: WBC-postPregnancy:0.236 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.227 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.192 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.174 Vital: BMI Percentile-gain0to24 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 241 | OR_unadj: 1.517 [0.978 2.352] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs259:Unclassified:-0.114 Maternal Diagnosis:9ccs138:Esophgeal dx:-0.074 Diagnosis:9ccs58:Ot nutrit dx:0.073 Maternal Maternal Lab History: FASTING-postPregnancy:0.073 Diagnosis:9ccs215:gu cong anom:0.072 Diagnosis:9ccs240:Burns:-0.071 Diagnosis:9ccs250:Nausea/vomit:-0.069 Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.068 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.065 Diagnosis:9ccs48:Thyroid dsor:-0.063 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 237 | OR_unadj: 1.369 [0.873 2.146] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:1.000 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.847 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.703 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:-0.571 Maternal Maternal Lab History: WBC-otherPregnancy:0.413 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.241 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:-0.223 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.199 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.177 Maternal Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.169 Maternal Maternal Lab History: BASOPHIL-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 251 | OR_unadj: 0.750 [0.414 1.360] | indivs AUC:0.501 Correlated most with: Maternal Maternal Lab History: BASOPHIL-otherPregnancy:1.000 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.201 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.160 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:-0.158 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.151 Maternal Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.148 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.145 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.139 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.136 Maternal Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.124 Vital: BMI Percentile-gain16to24 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 241 | OR_unadj: 1.517 [0.978 2.352] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs259:Unclassified:-0.114 Maternal Diagnosis:9ccs138:Esophgeal dx:-0.074 Diagnosis:9ccs58:Ot nutrit dx:0.073 Maternal Maternal Lab History: FASTING-postPregnancy:0.073 Diagnosis:9ccs215:gu cong anom:0.072 Diagnosis:9ccs240:Burns:-0.071 Diagnosis:9ccs250:Nausea/vomit:-0.069 Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.068 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.065 Diagnosis:9ccs48:Thyroid dsor:-0.063 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 236 | OR_unadj: 1.318 [0.813 2.138] | indivs AUC:0.501 Correlated most with: Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.571 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.538 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:0.364 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.309 Maternal Maternal Lab History: WBC-otherPregnancy:0.298 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.256 Maternal Maternal Lab History: INR-otherPregnancy:-0.184 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.179 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.161 Maternal Maternal Procedure History:99000-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 350 | OR_unadj: 0.959 [0.536 1.719] | indivs AUC:0.553 Correlated most with: Maternal Maternal Procedure History:99000-postPregnancy:1.000 Maternal Maternal Procedure History:99000-otherPregnancy:-0.253 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.239 Maternal Maternal Procedure History:81000-postPregnancy:0.221 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.161 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.145 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.139 Maternal Vital: Wt Change-postPregnancy:0.136 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.131 Maternal Maternal Lab History: CREATININE-otherPregnancy:-0.125 * Maternal Maternal Lab History: WEIGHT-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 122 | OR_unadj: 2.031 [1.064 3.878] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: WEIGHT-postPregnancy:1.000 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.335 Maternal Vital: Wt-postPregnancy:0.281 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.280 Maternal Vital: Wt-otherPregnancy:0.201 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.190 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.171 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.169 Maternal Vital: Ht-postPregnancy:0.158 Maternal Maternal Procedure History:97014-postPregnancy:-0.156 Maternal Maternal Lab History: Alk Phos-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 215 | OR_unadj: 1.115 [0.606 2.053] | indivs AUC:0.479 Correlated most with: Maternal Maternal Lab History: Alk Phos-otherPregnancy:1.000 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:0.258 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:-0.216 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.206 Maternal Maternal Lab History: AST-otherPregnancy:0.202 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.197 Maternal Maternal Lab History: MPV-otherPregnancy:0.196 Maternal Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.185 Maternal Vital: Ht-otherPregnancy:-0.179 Maternal Maternal Lab History: VLDL-postPregnancy:0.173 Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 179 | OR_unadj: 0.756 [0.357 1.602] | indivs AUC:0.489 Correlated most with: Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:1.000 Maternal Maternal Lab History: SODIUM-postPregnancy:0.215 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.204 Maternal Maternal Procedure History:86703-postPregnancy:0.197 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.184 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.171 Maternal Maternal Lab History: BUN-otherPregnancy:0.161 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.136 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.125 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.123 Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 491 | OR_unadj: 0.892 [0.662 1.202] | indivs AUC:0.481 Correlated most with: Newborn Diagnosis:9ccs224:Ot perint dx:1.000 Maternal Diagnosis:9ccs185:Long pregncy:0.438 Newborn Diagnosis:9ccs96:Hrt valve dx:0.129 Newborn Diagnosis:9ccs256:Exam/eval:0.127 Newborn Diagnosis:9ccs222:Perint jaund:0.105 Maternal Diagnosis:9ccs195:Ot compl bir:0.101 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.101 Newborn Diagnosis:9ccs95:Oth nerv dx:0.085 Diagnosis:9ccs253:Allergy:-0.080 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.070 Vital: Wt for Len Percentile-avg3to5 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 228 | OR_unadj: 1.556 [0.962 2.517] | indivs AUC:0.535 Correlated most with: Maternal Maternal Procedure History:90472-postPregnancy:0.124 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.119 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.116 Maternal Maternal Procedure History:90663-postPregnancy:-0.092 Maternal Maternal Procedure History:90470-postPregnancy:-0.089 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.085 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.084 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.079 Maternal Maternal Lab History: TP PERIOD-postPregnancy:0.078 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:0.076 Diagnosis:9ccs257:Ot aftercare | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 730 | OR_unadj: 0.962 [0.735 1.259] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs257:Ot aftercare:1.000 Number of Visits:0.325 Diagnosis:9ccs126:Ot up rsp in:0.228 Diagnosis:9ccs92:Otitis media:0.226 Diagnosis:9ccs125:Bronchitis:0.216 Diagnosis:9ccs10:Immuniz/scrn:0.194 Diagnosis:9ccs255:Social admin:0.190 Diagnosis:9ccs7:Viral infect:0.169 Diagnosis:9ccs253:Allergy:0.157 Diagnosis:9ccs128:Asthma:0.152 Diagnosis:9ccs155:Other GI dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 446 | OR_unadj: 0.796 [0.581 1.090] | indivs AUC:0.428 Correlated most with: Diagnosis:9ccs155:Other GI dx:1.000 Number of Visits:0.304 Diagnosis:9ccs200:Oth skin dx:0.168 Diagnosis:9ccs7:Viral infect:0.153 Diagnosis:9ccs126:Ot up rsp in:0.144 Diagnosis:9ccs239:Superfic inj:0.136 Diagnosis:9ccs10:Immuniz/scrn:0.130 Diagnosis:9ccs250:Nausea/vomit:0.124 Diagnosis:9ccs133:Oth low resp:0.116 Diagnosis:9ccs91:Other eye dx:0.113 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 281 | OR_unadj: 1.080 [0.683 1.709] | indivs AUC:0.522 Correlated most with: Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.928 Maternal Maternal Lab History: RBC-otherPregnancy:0.652 Maternal Maternal Lab History: MCV-otherPregnancy:0.361 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.335 Maternal Maternal Lab History: RDW-otherPregnancy:-0.333 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.323 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.307 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.292 Maternal Maternal Lab History: MCH-otherPregnancy:0.281 Vital: Wt for Len Percentile-gain1to5 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 223 | OR_unadj: 1.424 [0.856 2.368] | indivs AUC:0.512 Correlated most with: Maternal Maternal Procedure History:90472-postPregnancy:0.115 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.113 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.106 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.102 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.102 Newborn Diagnosis:9ccs221:Resp distres:-0.094 Newborn Diagnosis:9ccs253:Allergy:-0.084 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.080 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.080 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.076 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 216 | OR_unadj: 0.935 [0.532 1.643] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.796 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.549 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.297 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.289 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.275 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.233 Maternal Maternal Lab History: RBC-otherPregnancy:0.206 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:0.201 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.187 Maternal Diagnosis:9ccs193:OB-related perin trauma | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 695 | OR_unadj: 0.781 [0.592 1.029] | indivs AUC:0.462 Correlated most with: Maternal Diagnosis:9ccs193:OB-related perin trauma:1.000 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.327 Maternal Diagnosis:9ccs187:Malposition:-0.183 Maternal Diagnosis:9ccs176:Contraceptiv:-0.123 Maternal Diagnosis:9ccs195:Ot compl bir:-0.120 MatDeliveryAge:-0.114 Maternal Diagnosis:9ccs184:Early labor:-0.108 Newborn Diagnosis:9ccs219:Low birth wt:-0.095 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:-0.088 Newborn Diagnosis:9ccs222:Perint jaund:-0.081 Maternal Maternal Lab History: SODIUM-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 222 | OR_unadj: 1.020 [0.598 1.741] | indivs AUC:0.497 Correlated most with: Maternal Maternal Lab History: SODIUM-otherPregnancy:1.000 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:0.449 Maternal Maternal Lab History: SODIUM-postPregnancy:0.265 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.264 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.216 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.188 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.173 Maternal Maternal Lab History: MCH-otherPregnancy:0.146 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.137 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.135 Diagnosis:9ccs197:Skin infectn | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 171 | OR_unadj: 1.339 [0.889 2.017] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs197:Skin infectn:1.000 Number of Visits:0.102 Diagnosis:9ccs92:Otitis media:0.090 Diagnosis:9ccs136:Teeth dx:0.088 Diagnosis:9ccs137:Mouth dx:0.083 Diagnosis:9ccs239:Superfic inj:0.080 Diagnosis:9ccs2:Septicemia:0.079 Diagnosis:9ccs90:Eye infectn:0.077 Diagnosis:9ccs255:Social admin:0.075 Diagnosis:9ccs7:Viral infect:0.074 Diagnosis:9ccs7:Viral infect | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 718 | OR_unadj: 0.855 [0.651 1.122] | indivs AUC:0.467 Correlated most with: Diagnosis:9ccs7:Viral infect:1.000 Number of Visits:0.408 Diagnosis:9ccs126:Ot up rsp in:0.236 Diagnosis:9ccs10:Immuniz/scrn:0.207 Diagnosis:9ccs90:Eye infectn:0.205 Diagnosis:9ccs255:Social admin:0.187 Diagnosis:9ccs133:Oth low resp:0.182 Diagnosis:9ccs92:Otitis media:0.174 Diagnosis:9ccs257:Ot aftercare:0.169 Diagnosis:9ccs125:Bronchitis:0.159 Maternal Maternal Lab History: LDH-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 104 | OR_unadj: 0.965 [0.402 2.318] | indivs AUC:0.507 Correlated most with: Maternal Maternal Lab History: LDH-postPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.403 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.396 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.343 Maternal Maternal Lab History: AST-postPregnancy:0.300 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.286 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.272 Maternal Maternal Lab History: CALCIUM-postPregnancy:-0.266 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.257 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:0.244 Maternal Maternal Lab History: BUN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 117 | OR_unadj: 1.588 [0.846 2.979] | indivs AUC:0.462 Correlated most with: Maternal Maternal Lab History: BUN-postPregnancy:1.000 Maternal Maternal Lab History: SODIUM-postPregnancy:0.311 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.239 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.236 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.234 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.202 Maternal Maternal Lab History: BUN-otherPregnancy:0.200 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.192 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.183 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.170 Maternal Maternal Lab History: POTASSIUM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 222 | OR_unadj: 0.922 [0.493 1.724] | indivs AUC:0.477 Correlated most with: Maternal Maternal Lab History: POTASSIUM-otherPregnancy:1.000 Maternal Maternal Lab History: POTASSIUM-postPregnancy:0.306 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.250 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.228 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.213 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.201 Maternal Maternal Lab History: MPV-otherPregnancy:-0.190 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:-0.157 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.156 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.155 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 254 | OR_unadj: 1.805 [0.904 3.602] | indivs AUC:0.501 Correlated most with: Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:1.000 Maternal Maternal Procedure History:99401-otherPregnancy:0.440 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.292 Maternal Maternal Procedure History:99401-postPregnancy:0.270 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.240 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.209 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.164 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.147 Maternal Maternal Procedure History:86703-otherPregnancy:0.146 Maternal Maternal Procedure History:81000-otherPregnancy:0.140 Maternal Maternal Lab History: AFP-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 115 | OR_unadj: 0.763 [0.322 1.808] | indivs AUC:0.483 Correlated most with: Maternal Maternal Lab History: AFP-postPregnancy:1.000 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.378 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.348 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.219 Maternal Maternal Lab History: AFP-otherPregnancy:0.209 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.202 Maternal Maternal Lab History: INR-postPregnancy:0.141 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.138 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.138 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.138 Diagnosis:9ccs74:Ot mentl cnd | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 146 | OR_unadj: 1.311 [0.844 2.037] | indivs AUC:0.543 Correlated most with: Diagnosis:9ccs74:Ot mentl cnd:1.000 Diagnosis:9ccs95:Oth nerv dx:0.195 Diagnosis:9ccs113:Late eff CVD:0.180 Number of Visits:0.177 Newborn Diagnosis:9ccs219:Low birth wt:0.126 Diagnosis:9ccs159:UTI:0.115 Diagnosis:9ccs94:Other ear dx:0.111 Diagnosis:9ccs58:Ot nutrit dx:0.102 Diagnosis:9ccs238:Complic proc:0.100 Diagnosis:9ccs217:Ot cong anom:0.099 Maternal Maternal Lab History: ALBUMIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 217 | OR_unadj: 1.064 [0.613 1.847] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: ALBUMIN-otherPregnancy:1.000 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.796 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.634 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.345 Maternal Maternal Lab History: RBC-otherPregnancy:0.333 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.292 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.267 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.244 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.235 Maternal Maternal Lab History: Alk Phos-otherPregnancy:-0.216 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 226 | OR_unadj: 0.844 [0.463 1.535] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.971 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:0.261 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.246 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.161 Maternal Maternal Procedure History:36416-postPregnancy:0.149 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.146 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.141 Maternal Maternal Lab History: HCG-otherPregnancy:0.139 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:-0.124 Maternal Maternal Lab History: POLYS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 144 | OR_unadj: 1.016 [0.527 1.959] | indivs AUC:0.471 Correlated most with: Maternal Maternal Lab History: POLYS-postPregnancy:1.000 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.348 Maternal Maternal Lab History: MONOS-postPregnancy:-0.262 Maternal Maternal Lab History: BASOPHIL-postPregnancy:-0.244 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:-0.215 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:-0.210 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:-0.210 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.210 Maternal Maternal Lab History: A/G-postPregnancy:-0.167 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.159 * Newborn Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 105 | OR_unadj: 1.637 [1.010 2.653] | indivs AUC:0.517 Correlated most with: Newborn Diagnosis:9ccs256:Exam/eval:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.306 Maternal Diagnosis:9ccs184:Early labor:0.225 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.206 Newborn Diagnosis:9ccs221:Resp distres:0.197 Newborn Diagnosis:9ccs222:Perint jaund:0.192 Diagnosis:9ccs219:Low birth wt:0.187 Maternal Diagnosis:9ccs191:Amnios dx:0.181 Maternal Diagnosis:9ccs195:Ot compl bir:0.154 Newborn Diagnosis:9ccs224:Ot perint dx:0.127 Diagnosis:9ccs126:Ot up rsp in | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1234 | OR_unadj: 1.180 [0.868 1.604] | indivs AUC:0.541 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:1.000 Number of Visits:0.430 Diagnosis:9ccs255:Social admin:0.355 Diagnosis:9ccs92:Otitis media:0.337 Diagnosis:9ccs10:Immuniz/scrn:0.312 Diagnosis:9ccs7:Viral infect:0.236 Diagnosis:9ccs257:Ot aftercare:0.228 Diagnosis:9ccs90:Eye infectn:0.191 Diagnosis:9ccs135:Intest infct:0.190 Diagnosis:9ccs133:Oth low resp:0.167 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 236 | OR_unadj: 0.969 [0.551 1.705] | indivs AUC:0.510 Correlated most with: Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:1.000 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.648 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:0.258 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.241 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.217 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.164 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.148 Maternal Maternal Lab History: PT-otherPregnancy:-0.147 Maternal Maternal Lab History: INR-otherPregnancy:-0.144 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.144 * Maternal Diagnosis:9ccs189:Prev c-sectn | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 275 | OR_unadj: 1.564 [1.125 2.174] | indivs AUC:0.540 Correlated most with: Maternal Diagnosis:9ccs189:Prev c-sectn:1.000 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.327 Maternal Diagnosis:9ccs176:Contraceptiv:0.239 MatDeliveryAge:0.175 Maternal Diagnosis:9ccs168:PID:0.156 Maternal Diagnosis:9ccs190:Fetal distrs:-0.147 Maternal Diagnosis:9ccs185:Long pregncy:-0.140 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.103 Newborn Diagnosis:9ccs224:Ot perint dx:-0.101 Maternal Maternal Lab History: POTASSIUM-postPregnancy:-0.095 Maternal Diagnosis:9ccs185:Long pregncy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 410 | OR_unadj: 1.005 [0.737 1.370] | indivs AUC:0.501 Correlated most with: Maternal Diagnosis:9ccs185:Long pregncy:1.000 Newborn Diagnosis:9ccs224:Ot perint dx:0.438 Maternal Diagnosis:9ccs184:Early labor:-0.142 Maternal Diagnosis:9ccs190:Fetal distrs:0.141 Maternal Diagnosis:9ccs189:Prev c-sectn:-0.140 Newborn Diagnosis:9ccs219:Low birth wt:-0.131 Diagnosis:9ccs253:Allergy:-0.074 Maternal Diagnosis:9ccs183:HTN in preg:-0.074 Diagnosis:9ccs219:Low birth wt:-0.070 Maternal Diagnosis:9ccs195:Ot compl bir:0.069 Diagnosis:9ccs198:Ot infl skin | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 195 | OR_unadj: 0.769 [0.490 1.205] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs198:Ot infl skin:1.000 Diagnosis:9ccs253:Allergy:0.131 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.106 Diagnosis:9ccs200:Oth skin dx:0.104 Diagnosis:9ccs94:Other ear dx:0.084 Diagnosis:9ccs133:Oth low resp:0.084 Number of Visits:0.083 Diagnosis:9ccs211:Ot conn tiss:0.081 Diagnosis:9ccs61:Sickle cell:0.075 Diagnosis:9ccs257:Ot aftercare:0.075 Maternal Maternal Lab History: AST-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 201 | OR_unadj: 0.983 [0.511 1.891] | indivs AUC:0.479 Correlated most with: Maternal Maternal Lab History: AST-otherPregnancy:1.000 Maternal Maternal Lab History: ALT-otherPregnancy:0.706 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.202 Maternal Maternal Lab History: AST-postPregnancy:0.162 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.158 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.139 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.136 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.123 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.116 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.114 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 113 | OR_unadj: 0.529 [0.188 1.488] | indivs AUC:0.492 Correlated most with: Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:1.000 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.729 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.384 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:-0.374 Maternal Maternal Lab History: AFP-postPregnancy:-0.348 Maternal Maternal Lab History: WEIGHT-postPregnancy:-0.335 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.305 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:-0.292 Maternal Maternal Lab History: ESTRIOL-postPregnancy:-0.253 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.244 Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 115 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.512 Correlated most with: Lab:294203 BILIRUBIN TOTAL - LMC:1.000 Lab:295669 BILIRUBIN DIRECT - LMC:0.191 Diagnosis:9ccs222:Perint jaund:-0.151 Diagnosis:9ccs151:Oth liver dx:-0.128 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.106 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.099 Diagnosis:9ccs58:Ot nutrit dx:0.092 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.084 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.084 Diagnosis:9ccs234:Crush injury:-0.080 * Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 126 | OR_unadj: 2.633 [1.381 5.022] | indivs AUC:0.524 Correlated most with: Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:1.000 Maternal Maternal Lab History: VLDL-postPregnancy:0.763 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.672 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.390 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.364 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.265 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.225 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.217 Maternal Maternal Lab History: FASTING-postPregnancy:0.214 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.213 Maternal Diagnosis:9ccs191:Amnios dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 172 | OR_unadj: 1.271 [0.841 1.923] | indivs AUC:0.490 Correlated most with: Maternal Diagnosis:9ccs191:Amnios dx:1.000 Newborn Diagnosis:9ccs256:Exam/eval:0.181 Maternal Diagnosis:9ccs184:Early labor:0.130 Maternal Diagnosis:9ccs195:Ot compl bir:0.105 Newborn Diagnosis:9ccs219:Low birth wt:0.104 Maternal Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.091 Diagnosis:9ccs63:Wht blood dx:0.091 Maternal Diagnosis:9ccs182:Hemorr preg:0.086 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.086 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.086 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 203 | OR_unadj: 1.100 [0.695 1.740] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.855 Maternal Maternal Lab History: CREATININE-otherPregnancy:-0.381 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:0.280 Maternal Maternal Procedure History:99000-otherPregnancy:-0.260 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:-0.246 Maternal Maternal Procedure History:86703-otherPregnancy:0.192 Maternal Maternal Procedure History:90656-otherPregnancy:-0.183 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:-0.165 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.155 * Diagnosis:9ccs222:Perint jaund | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 174 | OR_unadj: 0.582 [0.346 0.978] | indivs AUC:0.466 Correlated most with: Diagnosis:9ccs222:Perint jaund:1.000 Diagnosis:9ccs151:Oth liver dx:0.187 Lab:294203 BILIRUBIN TOTAL - LMC:-0.151 Newborn Diagnosis:9ccs222:Perint jaund:0.115 Diagnosis:9ccs155:Other GI dx:0.090 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.088 Diagnosis:9ccs257:Ot aftercare:0.087 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.078 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.077 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.075 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 237 | OR_unadj: 0.759 [0.418 1.376] | indivs AUC:0.482 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.855 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.261 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.256 Maternal Maternal Procedure History:86703-otherPregnancy:-0.186 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.151 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.144 Maternal Maternal Lab History: WBC-otherPregnancy:0.134 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.132 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.129 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 174 | OR_unadj: 1.081 [0.588 1.987] | indivs AUC:0.538 Correlated most with: Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:1.000 Maternal Maternal Lab History: AFP-postPregnancy:0.378 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.374 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.280 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.267 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.212 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.169 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.159 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.147 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.140 * Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 160 | OR_unadj: 1.600 [1.067 2.397] | indivs AUC:0.527 Correlated most with: Diagnosis:9ccs58:Ot nutrit dx:1.000 Number of Visits:0.140 Diagnosis:9ccs74:Ot mentl cnd:0.102 Lab:294203 BILIRUBIN TOTAL - LMC:0.092 Diagnosis:9ccs256:Exam/eval:0.090 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.088 Diagnosis:9ccs253:Allergy:0.088 Diagnosis:9ccs155:Other GI dx:0.087 Diagnosis:9ccs134:Ot uppr resp:0.085 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.079 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 126 | OR_unadj: 1.741 [0.922 3.285] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:1.000 Maternal Maternal Lab History: LDL-postPregnancy:0.699 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.420 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.390 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.331 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.287 Maternal Vital: Wt Percentile-otherPregnancy:0.245 Maternal Maternal Lab History: VLDL-postPregnancy:0.240 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.225 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.211 Maternal Maternal Lab History: URINE PH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 236 | OR_unadj: 0.816 [0.438 1.518] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: URINE PH-otherPregnancy:1.000 Maternal Maternal Lab History: URINE PH-postPregnancy:0.210 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.173 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.147 Maternal Vital: BP-otherPregnancy:-0.140 Maternal Maternal Procedure History:S9470-otherPregnancy:0.136 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.133 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.126 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.124 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:-0.122 Diagnosis:9ccs134:Ot uppr resp | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 127 | OR_unadj: 1.126 [0.691 1.835] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:1.000 Number of Visits:0.199 Diagnosis:9ccs62:Coag/hemr dx:0.150 Diagnosis:9ccs133:Oth low resp:0.134 Diagnosis:9ccs126:Ot up rsp in:0.114 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.099 Diagnosis:9ccs90:Eye infectn:0.095 Diagnosis:9ccs123:Influenza:0.093 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.092 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.089 Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 148 | OR_unadj: 0.870 [0.532 1.422] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs217:Ot cong anom:1.000 Diagnosis:9ccs89:Blindness:0.259 Diagnosis:9ccs91:Other eye dx:0.181 Diagnosis:9ccs47:Ot bnign neo:0.154 Diagnosis:9ccs95:Oth nerv dx:0.112 Number of Visits:0.110 Diagnosis:9ccs257:Ot aftercare:0.107 Diagnosis:9ccs10:Immuniz/scrn:0.102 Diagnosis:9ccs216:Nerv cong an:0.101 Diagnosis:9ccs74:Ot mentl cnd:0.099 Maternal Diagnosis:9ccs192:Umbil cord | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 117 | OR_unadj: 0.818 [0.467 1.430] | indivs AUC:0.505 Correlated most with: Maternal Diagnosis:9ccs192:Umbil cord:1.000 Maternal Maternal Procedure History:36416-postPregnancy:0.087 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.087 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.086 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.085 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:0.081 Maternal Maternal Procedure History:36415-otherPregnancy:0.076 Maternal Maternal Procedure History:86580-otherPregnancy:0.066 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:0.062 Maternal Diagnosis:9ccs6:Hepatitis:0.062 * Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 77 | OR_unadj: 3.350 [1.306 8.592] | indivs AUC:0.487 Correlated most with: Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.240 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.192 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.147 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.138 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.133 Maternal Diagnosis:9ccs155:Other GI dx:-0.129 Maternal Diagnosis:9ccs106:Dysrhythmia:0.123 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.122 Maternal Maternal Lab History: SODIUM-postPregnancy:-0.121 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 95 | OR_unadj: 0.506 [0.154 1.663] | indivs AUC:0.484 Correlated most with: Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.223 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.208 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.199 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.152 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.149 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.143 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.138 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.133 Maternal Maternal Procedure History:81000-postPregnancy:0.120 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 160 | OR_unadj: 0.386 [0.139 1.072] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:1.000 Maternal Maternal Procedure History:99401-postPregnancy:0.504 Maternal Maternal Procedure History:81000-postPregnancy:0.372 Maternal Maternal Procedure History:86703-postPregnancy:0.322 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.286 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.279 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.253 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.240 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.231 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.219 * Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 126 | OR_unadj: 2.547 [1.462 4.439] | indivs AUC:0.514 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:1.000 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.672 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.663 Maternal Maternal Lab History: VLDL-postPregnancy:0.512 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.420 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.278 Maternal Maternal Lab History: LDL-postPregnancy:0.278 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.208 Maternal Maternal Procedure History:90472-postPregnancy:0.195 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.194 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 221 | OR_unadj: 0.728 [0.424 1.248] | indivs AUC:0.497 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:-0.971 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.280 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.256 Maternal Maternal Lab History: HCG-otherPregnancy:-0.152 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:-0.146 Maternal Maternal Lab History: hCG MoM-otherPregnancy:-0.145 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.144 Maternal Maternal Procedure History:36416-postPregnancy:-0.142 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:-0.132 Diagnosis:9ccs125:Bronchitis | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 394 | OR_unadj: 0.939 [0.683 1.292] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs125:Bronchitis:1.000 Number of Visits:0.248 Diagnosis:9ccs128:Asthma:0.241 Diagnosis:9ccs92:Otitis media:0.228 Diagnosis:9ccs257:Ot aftercare:0.216 Diagnosis:9ccs126:Ot up rsp in:0.165 Diagnosis:9ccs122:Pneumonia:0.164 Diagnosis:9ccs7:Viral infect:0.159 Diagnosis:9ccs133:Oth low resp:0.156 Diagnosis:9ccs135:Intest infct:0.131 Maternal Maternal Lab History: RUBELLA-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 109 | OR_unadj: 0.994 [0.413 2.392] | indivs AUC:0.491 Correlated most with: Maternal Maternal Lab History: RUBELLA-otherPregnancy:1.000 Maternal Maternal Lab History: RUBELLA-postPregnancy:0.307 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.205 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.189 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:0.160 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.144 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.137 Maternal Maternal Lab History: LDH-otherPregnancy:-0.133 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.130 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.126 Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 155 | OR_unadj: 0.872 [0.539 1.410] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.525 Diagnosis:9ccs117:Ot circul dx:0.230 Newborn Diagnosis:9ccs96:Hrt valve dx:0.220 Newborn Diagnosis:9ccs213:Cardiac anom:0.181 Maternal Maternal Procedure History:96372-otherPregnancy:0.107 Diagnosis:9ccs259:Unclassified:0.096 Diagnosis:9ccs10:Immuniz/scrn:0.090 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.090 Diagnosis:9ccs257:Ot aftercare:0.088 Maternal Maternal Lab History: CHLORIDE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 222 | OR_unadj: 1.364 [0.840 2.215] | indivs AUC:0.527 Correlated most with: Maternal Maternal Lab History: CHLORIDE-otherPregnancy:1.000 Maternal Maternal Lab History: SODIUM-otherPregnancy:0.449 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:-0.289 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:-0.244 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:-0.218 Maternal Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.217 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.208 Maternal Maternal Lab History: CALCIUM-otherPregnancy:-0.208 Maternal Maternal Lab History: PT-otherPregnancy:-0.206 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.185 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 142 | OR_unadj: 0.698 [0.273 1.786] | indivs AUC:0.524 Correlated most with: Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:1.000 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.221 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.155 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.137 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.134 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.133 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.132 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.128 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.124 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.118 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 113 | OR_unadj: 1.346 [0.643 2.819] | indivs AUC:0.521 Correlated most with: Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.458 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.292 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.267 Maternal Maternal Lab History: AFP-postPregnancy:0.219 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.169 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.147 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.129 Maternal Maternal Lab History: hCG MoM-postPregnancy:-0.126 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.118 Maternal Maternal Lab History: hCG MoM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 101 | OR_unadj: 0.542 [0.193 1.528] | indivs AUC:0.493 Correlated most with: Maternal Maternal Lab History: hCG MoM-otherPregnancy:1.000 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.789 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.430 Maternal Maternal Lab History: WEIGHT-otherPregnancy:-0.320 Maternal Maternal Lab History: HCG-otherPregnancy:0.281 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:0.244 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.244 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.174 Maternal Vital: Wt-otherPregnancy:-0.166 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.153 Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 189 | OR_unadj: 0.638 [0.393 1.036] | indivs AUC:0.466 Correlated most with: Diagnosis:9ccs133:Oth low resp:1.000 Number of Visits:0.337 Diagnosis:9ccs128:Asthma:0.220 Diagnosis:9ccs7:Viral infect:0.182 Diagnosis:9ccs126:Ot up rsp in:0.167 Diagnosis:9ccs127:COPD:0.166 Diagnosis:9ccs122:Pneumonia:0.161 Diagnosis:9ccs125:Bronchitis:0.156 Diagnosis:9ccs257:Ot aftercare:0.147 Diagnosis:9ccs256:Exam/eval:0.146 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 101 | OR_unadj: 0.717 [0.280 1.836] | indivs AUC:0.477 Correlated most with: Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:1.000 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:-0.663 Maternal Maternal Lab History: VLDL-postPregnancy:-0.383 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.364 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.244 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.190 Maternal Maternal Lab History: PH-postPregnancy:0.184 Maternal Maternal Procedure History:90471-postPregnancy:0.181 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:-0.177 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.171 Maternal Maternal Lab History: CALCIUM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 222 | OR_unadj: 1.175 [0.712 1.939] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: CALCIUM-otherPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.634 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.549 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.345 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.335 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.322 Maternal Maternal Lab History: RBC-otherPregnancy:0.293 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:0.228 Maternal Maternal Lab History: RDW-otherPregnancy:-0.221 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.217 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 108 | OR_unadj: 0.911 [0.381 2.182] | indivs AUC:0.485 Correlated most with: Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:1.000 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.397 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:0.384 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.234 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.168 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.153 Maternal Maternal Procedure History:99211-otherPregnancy:-0.136 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.135 Maternal Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.132 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.123 Diagnosis:9ccs92:Otitis media | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 737 | OR_unadj: 1.137 [0.871 1.485] | indivs AUC:0.553 Correlated most with: Diagnosis:9ccs92:Otitis media:1.000 Number of Visits:0.408 Diagnosis:9ccs126:Ot up rsp in:0.337 Diagnosis:9ccs90:Eye infectn:0.231 Diagnosis:9ccs125:Bronchitis:0.228 Diagnosis:9ccs257:Ot aftercare:0.226 Diagnosis:9ccs255:Social admin:0.192 Diagnosis:9ccs10:Immuniz/scrn:0.191 Diagnosis:9ccs135:Intest infct:0.183 Diagnosis:9ccs7:Viral infect:0.174 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 260 | OR_unadj: 0.951 [0.495 1.828] | indivs AUC:0.479 Correlated most with: Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:1.000 Maternal Maternal Procedure History:99401-otherPregnancy:0.468 Maternal Maternal Procedure History:81000-otherPregnancy:0.376 Maternal Maternal Procedure History:S9470-otherPregnancy:0.324 Maternal Maternal Procedure History:86703-otherPregnancy:0.287 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.285 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.253 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.209 Maternal Maternal Procedure History:96372-otherPregnancy:0.209 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.181 Diagnosis:9ccs90:Eye infectn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 400 | OR_unadj: 1.181 [0.871 1.601] | indivs AUC:0.560 Correlated most with: Diagnosis:9ccs90:Eye infectn:1.000 Number of Visits:0.286 Diagnosis:9ccs92:Otitis media:0.231 Diagnosis:9ccs7:Viral infect:0.205 Diagnosis:9ccs126:Ot up rsp in:0.191 Diagnosis:9ccs10:Immuniz/scrn:0.143 Diagnosis:9ccs125:Bronchitis:0.129 Diagnosis:9ccs255:Social admin:0.125 Diagnosis:9ccs133:Oth low resp:0.117 Diagnosis:9ccs135:Intest infct:0.112 Maternal Maternal Lab History: CREATININE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 223 | OR_unadj: nan [ nan nan] | indivs AUC:0.481 Correlated most with: Maternal Maternal Lab History: CREATININE-otherPregnancy:1.000 Maternal Maternal Procedure History:99000-otherPregnancy:0.462 Maternal Maternal Procedure History:90656-otherPregnancy:0.386 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.381 Maternal Maternal Lab History: CREATININE-postPregnancy:0.298 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.251 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.247 Maternal Maternal Procedure History:81000-postPregnancy:-0.198 Maternal Maternal Lab History: BUN-postPregnancy:0.140 MatDeliveryAge:0.137 * Maternal Diagnosis:9ccs176:Contraceptiv | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 165 | OR_unadj: 1.666 [1.121 2.475] | indivs AUC:0.533 Correlated most with: Maternal Diagnosis:9ccs176:Contraceptiv:1.000 MatDeliveryAge:0.265 Maternal Diagnosis:9ccs189:Prev c-sectn:0.239 Maternal Diagnosis:9ccs186:DM in preg:0.135 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.126 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.123 Maternal Diagnosis:9ccs259:Unclassified:0.107 Maternal Vital: SpO2-postPregnancy:-0.095 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.092 Diagnosis:9ccs215:gu cong anom:0.091 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 131 | OR_unadj: 1.045 [0.525 2.080] | indivs AUC:0.483 Correlated most with: Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.285 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.278 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.263 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.184 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.154 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.154 Maternal Maternal Procedure History:99211-otherPregnancy:0.151 Maternal Vital: BP-otherPregnancy:0.139 Maternal Maternal Procedure History:36415-otherPregnancy:0.134 Diagnosis:9ccs250:Nausea/vomit | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 1.460 [0.855 2.494] | indivs AUC:0.543 Correlated most with: Diagnosis:9ccs250:Nausea/vomit:1.000 Number of Visits:0.168 Diagnosis:9ccs155:Other GI dx:0.124 Diagnosis:9ccs141:Ot dx stomch:0.120 Diagnosis:9ccs200:Oth skin dx:0.100 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.096 Diagnosis:9ccs135:Intest infct:0.090 Diagnosis:9ccs138:Esophgeal dx:0.090 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.088 Diagnosis:9ccs90:Eye infectn:0.087 Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 54 | OR_unadj: 0.697 [0.295 1.646] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs96:Hrt valve dx:0.525 Newborn Diagnosis:9ccs213:Cardiac anom:0.330 Diagnosis:9ccs117:Ot circul dx:0.310 Newborn Diagnosis:9ccs96:Hrt valve dx:0.280 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.124 Maternal Maternal Procedure History:97140-postPregnancy:0.123 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.123 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.121 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.120 Diagnosis:9ccs135:Intest infct | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 394 | OR_unadj: 1.151 [0.847 1.565] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs135:Intest infct:1.000 Number of Visits:0.310 Diagnosis:9ccs126:Ot up rsp in:0.190 Diagnosis:9ccs92:Otitis media:0.183 Diagnosis:9ccs7:Viral infect:0.156 Diagnosis:9ccs10:Immuniz/scrn:0.147 Diagnosis:9ccs125:Bronchitis:0.131 Diagnosis:9ccs253:Allergy:0.129 Diagnosis:9ccs255:Social admin:0.124 Diagnosis:9ccs257:Ot aftercare:0.120 Diagnosis:9ccs137:Mouth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 0.988 [0.498 1.960] | indivs AUC:0.532 Correlated most with: Diagnosis:9ccs137:Mouth dx:1.000 Number of Visits:0.135 Diagnosis:9ccs7:Viral infect:0.127 Diagnosis:9ccs92:Otitis media:0.103 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.094 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.089 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.088 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.083 Diagnosis:9ccs197:Skin infectn:0.083 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.082 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 222 | OR_unadj: 1.210 [0.748 1.956] | indivs AUC:0.521 Correlated most with: Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:1.000 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.345 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.345 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.297 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.269 Maternal Maternal Lab History: SODIUM-otherPregnancy:0.264 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.254 Maternal Maternal Lab History: ANION GAP-otherPregnancy:-0.253 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.210 Maternal Maternal Lab History: Alk Phos-otherPregnancy:-0.197 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 86 | OR_unadj: 0.864 [0.299 2.498] | indivs AUC:0.497 Correlated most with: Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.555 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.253 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.224 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.210 Maternal Maternal Lab History: ESTRIOL FREE-postPregnancy:0.169 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.168 Maternal Vital: Ht-otherPregnancy:-0.158 Maternal Maternal Lab History: MPV-otherPregnancy:0.145 Maternal Vital: BMI-otherPregnancy:-0.144 Maternal Vital: Wt Change-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 160 | OR_unadj: 0.909 [0.487 1.699] | indivs AUC:0.492 Correlated most with: Maternal Vital: Wt Change-otherPregnancy:1.000 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.335 Maternal Maternal Lab History: PH-otherPregnancy:-0.158 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:-0.132 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:0.130 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.130 Lab:292495 LEAD LEVEL - Sunrise:0.129 Maternal Vital: Temp-postPregnancy:-0.119 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:-0.104 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.103 Maternal Vital: Temp-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 122 | OR_unadj: 1.356 [0.745 2.467] | indivs AUC:0.529 Correlated most with: Maternal Vital: Temp-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.261 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.231 Maternal Vital: Temp-postPregnancy:0.219 Maternal Maternal Procedure History:36415-otherPregnancy:-0.219 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.192 Maternal Vital: RR-otherPregnancy:0.191 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.185 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:-0.182 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.179 Maternal Maternal Lab History: LDL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 66 | OR_unadj: 2.065 [0.953 4.477] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: LDL-postPregnancy:1.000 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.699 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.330 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.305 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.296 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.278 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.252 Maternal Vital: RR-postPregnancy:0.223 Maternal Vital: SpO2-postPregnancy:-0.221 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.205 Newborn Diagnosis:9ccs222:Perint jaund | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 169 | OR_unadj: 1.244 [0.818 1.892] | indivs AUC:0.503 Correlated most with: Newborn Diagnosis:9ccs222:Perint jaund:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.264 Maternal Diagnosis:9ccs184:Early labor:0.207 Newborn Diagnosis:9ccs256:Exam/eval:0.192 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.181 Newborn Diagnosis:9ccs253:Allergy:0.154 Newborn Diagnosis:9ccs221:Resp distres:0.149 Diagnosis:9ccs219:Low birth wt:0.119 Diagnosis:9ccs222:Perint jaund:0.115 Newborn Diagnosis:9ccs224:Ot perint dx:0.105 Maternal Diagnosis:9ccs184:Early labor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 101 | OR_unadj: 1.521 [0.923 2.509] | indivs AUC:0.517 Correlated most with: Maternal Diagnosis:9ccs184:Early labor:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.722 Diagnosis:9ccs219:Low birth wt:0.435 Newborn Diagnosis:9ccs256:Exam/eval:0.225 Newborn Diagnosis:9ccs222:Perint jaund:0.207 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.201 Newborn Diagnosis:9ccs221:Resp distres:0.201 Newborn Diagnosis:9ccs253:Allergy:0.176 Maternal Diagnosis:9ccs98:HTN:0.153 Maternal Diagnosis:9ccs182:Hemorr preg:0.152 Maternal Maternal Lab History: GAMMA GT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 104 | OR_unadj: 0.446 [0.105 1.896] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: GAMMA GT-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.442 Maternal Maternal Lab History: AST-postPregnancy:0.292 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.284 Maternal Maternal Lab History: ALT-postPregnancy:0.260 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.248 Maternal Maternal Lab History: PO2-postPregnancy:0.235 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.227 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.226 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.220 Maternal Maternal Lab History: MONOS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 144 | OR_unadj: 1.430 [0.767 2.666] | indivs AUC:0.538 Correlated most with: Maternal Maternal Lab History: MONOS-postPregnancy:1.000 Maternal Maternal Lab History: MONOS-otherPregnancy:0.269 Maternal Maternal Lab History: POLYS-postPregnancy:-0.262 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:0.186 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.170 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.154 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.141 Maternal Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:-0.127 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.122 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.116 Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 236 | OR_unadj: 1.333 [0.822 2.163] | indivs AUC:0.513 Correlated most with: Maternal Maternal Lab History: ABS MONOCYTES-otherPregnancy:1.000 Maternal Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.648 Maternal Maternal Lab History: WBC-otherPregnancy:0.574 Maternal Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.552 Maternal Maternal Lab History: ABS MONOCYTES-postPregnancy:0.315 Maternal Maternal Lab History: ABS LYMPH-otherPregnancy:0.309 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.236 Maternal Maternal Lab History: PLATELET COUNT-otherPregnancy:0.223 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:0.193 Maternal Maternal Lab History: WBC-postPregnancy:0.176 Diagnosis:9ccs122:Pneumonia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 123 | OR_unadj: 1.174 [0.719 1.916] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs122:Pneumonia:1.000 Number of Visits:0.235 Diagnosis:9ccs128:Asthma:0.211 Diagnosis:9ccs125:Bronchitis:0.164 Diagnosis:9ccs133:Oth low resp:0.161 Diagnosis:9ccs127:COPD:0.147 Diagnosis:9ccs92:Otitis media:0.145 Diagnosis:9ccs126:Ot up rsp in:0.115 Diagnosis:9ccs59:Anemia:0.103 Maternal Diagnosis:9ccs238:Complic proc:0.098 Maternal Maternal Procedure History:81025-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 192 | OR_unadj: 1.195 [0.632 2.260] | indivs AUC:0.499 Correlated most with: Maternal Maternal Procedure History:81025-postPregnancy:1.000 Maternal Maternal Procedure History:J1055-postPregnancy:0.361 Maternal Maternal Procedure History:90772-postPregnancy:0.339 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.273 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.169 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.165 Maternal Maternal Procedure History:90746-postPregnancy:-0.157 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.155 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.151 Maternal Maternal Lab History: ALT-postPregnancy:0.149 Diagnosis:9ccs244:Other injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.363 [0.696 2.667] | indivs AUC:0.512 Correlated most with: Diagnosis:9ccs244:Other injury:1.000 Number of Visits:0.151 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.131 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.131 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.126 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.109 Maternal Maternal Lab History: LDH-postPregnancy:0.104 Diagnosis:9ccs163:Other GU dx:0.101 Maternal Diagnosis:9ccs238:Complic proc:0.099 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.099 Maternal Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 98 | OR_unadj: 0.854 [0.469 1.555] | indivs AUC:0.470 Correlated most with: Maternal Diagnosis:9ccs59:Anemia:1.000 Maternal Diagnosis:9ccs181:Ot preg comp:0.379 Maternal Diagnosis:9ccs5:HIV infectn:0.113 Maternal Maternal Lab History: MCH-postPregnancy:-0.095 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.088 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.081 Maternal Diagnosis:9ccs168:PID:0.080 Maternal Diagnosis:9ccs106:Dysrhythmia:0.080 Maternal Maternal Lab History: WBC-postPregnancy:-0.078 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.077 Diagnosis:9ccs239:Superfic inj | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 152 | OR_unadj: 0.949 [0.591 1.522] | indivs AUC:0.469 Correlated most with: Diagnosis:9ccs239:Superfic inj:1.000 Number of Visits:0.203 Diagnosis:9ccs253:Allergy:0.139 Diagnosis:9ccs200:Oth skin dx:0.138 Diagnosis:9ccs155:Other GI dx:0.136 Diagnosis:9ccs256:Exam/eval:0.120 Diagnosis:9ccs126:Ot up rsp in:0.114 Diagnosis:9ccs133:Oth low resp:0.112 Diagnosis:9ccs7:Viral infect:0.107 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.105 Newborn Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 1.025 [0.477 2.203] | indivs AUC:0.481 Correlated most with: Newborn Diagnosis:9ccs217:Ot cong anom:1.000 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.124 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.119 Diagnosis:9ccs211:Ot conn tiss:0.107 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.106 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.091 Diagnosis:9ccs217:Ot cong anom:0.090 Diagnosis:9ccs147:Anal/rectal:0.089 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.079 Newborn Diagnosis:9ccs253:Allergy:0.076 Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 130 | OR_unadj: 0.777 [0.452 1.334] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs136:Teeth dx:1.000 Number of Visits:0.169 Diagnosis:9ccs258:Other screen:0.143 Diagnosis:9ccs7:Viral infect:0.130 Diagnosis:9ccs10:Immuniz/scrn:0.102 Diagnosis:9ccs140:Gastritis:0.096 Diagnosis:9ccs133:Oth low resp:0.088 Diagnosis:9ccs197:Skin infectn:0.088 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.085 Maternal Maternal Lab History: ALT-otherPregnancy:0.084 Diagnosis:9ccs4:Mycoses | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 178 | OR_unadj: 0.912 [0.584 1.423] | indivs AUC:0.473 Correlated most with: Diagnosis:9ccs4:Mycoses:1.000 Diagnosis:9ccs253:Allergy:0.177 Number of Visits:0.151 Diagnosis:9ccs200:Oth skin dx:0.102 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.084 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.079 Diagnosis:9ccs7:Viral infect:0.077 Diagnosis:9ccs256:Exam/eval:0.076 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.072 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.072 * Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 70 | OR_unadj: 3.407 [1.542 7.529] | indivs AUC:0.507 Correlated most with: Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.460 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.311 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.281 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.273 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.273 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.241 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.241 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.235 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.221 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 142 | OR_unadj: 1.189 [0.401 3.524] | indivs AUC:0.519 Correlated most with: Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:1.000 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.388 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.385 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.383 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:0.265 Maternal Vital: Temp-otherPregnancy:0.231 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.217 Maternal Maternal Lab History: POLYS-postPregnancy:-0.210 Diagnosis:9ccs64:Ot hematl dx:0.200 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.191 Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 135 | OR_unadj: 0.978 [0.596 1.604] | indivs AUC:0.528 Correlated most with: Diagnosis:9ccs59:Anemia:1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.165 Diagnosis:9ccs122:Pneumonia:0.103 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.096 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.096 Diagnosis:9ccs159:UTI:0.096 Diagnosis:9ccs243:Poisn nonmed:0.091 Number of Visits:0.090 Diagnosis:9ccs92:Otitis media:0.090 Diagnosis:9ccs10:Immuniz/scrn:0.088 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 128 | OR_unadj: 0.276 [0.066 1.149] | indivs AUC:0.495 Correlated most with: Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.380 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.219 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.198 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.184 Maternal Maternal Procedure History:97112-postPregnancy:0.183 Maternal Maternal Procedure History:97110-postPregnancy:0.150 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.147 Maternal Maternal Procedure History:97014-postPregnancy:0.141 Maternal Vital: Wt Percentile-otherPregnancy:0.140 Newborn Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 74 | OR_unadj: 1.095 [0.581 2.061] | indivs AUC:0.506 Correlated most with: Newborn Diagnosis:9ccs259:Unclassified:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.304 Maternal Diagnosis:9ccs186:DM in preg:0.292 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.123 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.122 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.110 Maternal Maternal Procedure History:97140-postPregnancy:0.106 MatDeliveryAge:0.105 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.101 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.099 Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 1.277 [0.612 2.665] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs143:Abdom hernia:1.000 Diagnosis:9ccs95:Oth nerv dx:0.131 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.112 Maternal Diagnosis:9ccs5:HIV infectn:0.108 Newborn Diagnosis:9ccs219:Low birth wt:0.104 Diagnosis:9ccs219:Low birth wt:0.093 Diagnosis:9ccs215:gu cong anom:0.092 Diagnosis:9ccs63:Wht blood dx:0.091 Maternal Maternal Lab History: PTT-otherPregnancy:0.091 Maternal Diagnosis:9ccs184:Early labor:0.091 Maternal Maternal Lab History: WEIGHT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 90 | OR_unadj: 1.629 [0.734 3.616] | indivs AUC:0.514 Correlated most with: Maternal Maternal Lab History: WEIGHT-otherPregnancy:1.000 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.365 Maternal Maternal Lab History: hCG MoM-otherPregnancy:-0.320 Maternal Vital: Wt-otherPregnancy:0.290 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.207 Maternal Vital: Wt-postPregnancy:0.183 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.174 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.169 Maternal Maternal Lab History: AFP-otherPregnancy:-0.167 Maternal Vital: Wt Percentile-otherPregnancy:-0.167 Maternal Diagnosis:9ccs49:DiabMel no c | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 32 | OR_unadj: 1.906 [0.847 4.291] | indivs AUC:0.506 Correlated most with: Maternal Diagnosis:9ccs49:DiabMel no c:1.000 Maternal Diagnosis:9ccs186:DM in preg:0.409 MatDeliveryAge:0.137 Maternal Maternal Lab History: FASTING-postPregnancy:0.135 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.134 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.133 Maternal Maternal Lab History: FASTING-otherPregnancy:0.132 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.118 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.111 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.108 Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 129 | OR_unadj: 0.612 [0.339 1.102] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs256:Exam/eval:1.000 Number of Visits:0.179 Diagnosis:9ccs133:Oth low resp:0.146 Diagnosis:9ccs200:Oth skin dx:0.140 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.126 Diagnosis:9ccs239:Superfic inj:0.120 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.117 Diagnosis:9ccs155:Other GI dx:0.112 Maternal Maternal Procedure History:99401-otherPregnancy:0.100 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.099 Diagnosis:9ccs127:COPD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: 0.936 [0.487 1.798] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs127:COPD:1.000 Number of Visits:0.203 Diagnosis:9ccs133:Oth low resp:0.166 Diagnosis:9ccs122:Pneumonia:0.147 Diagnosis:9ccs240:Burns:0.117 Diagnosis:9ccs125:Bronchitis:0.115 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.115 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.111 Diagnosis:9ccs128:Asthma:0.109 Diagnosis:9ccs126:Ot up rsp in:0.108 Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 136 | OR_unadj: 0.734 [0.428 1.260] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs94:Other ear dx:1.000 Number of Visits:0.213 Diagnosis:9ccs113:Late eff CVD:0.141 Diagnosis:9ccs126:Ot up rsp in:0.123 Diagnosis:9ccs74:Ot mentl cnd:0.111 Diagnosis:9ccs155:Other GI dx:0.100 Diagnosis:9ccs257:Ot aftercare:0.099 Diagnosis:9ccs135:Intest infct:0.095 Diagnosis:9ccs239:Superfic inj:0.090 Diagnosis:9ccs128:Asthma:0.086 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 86 | OR_unadj: 0.178 [0.024 1.313] | indivs AUC:0.493 Correlated most with: Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:1.000 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.789 Maternal Maternal Lab History: WEIGHT-otherPregnancy:-0.365 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.316 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:-0.309 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:0.305 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.240 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.224 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.176 Maternal Vital: RR-otherPregnancy:-0.169 Diagnosis:9ccs151:Oth liver dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 168 | OR_unadj: 0.696 [0.423 1.144] | indivs AUC:0.532 Correlated most with: Diagnosis:9ccs151:Oth liver dx:1.000 Diagnosis:9ccs222:Perint jaund:0.187 Lab:294203 BILIRUBIN TOTAL - LMC:-0.128 Diagnosis:9ccs10:Immuniz/scrn:0.099 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.097 Number of Visits:0.095 Diagnosis:9ccs224:Ot perint dx:0.092 Maternal Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.090 Maternal Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:-0.089 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.087 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 88 | OR_unadj: 1.473 [0.635 3.420] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:1.000 Maternal Maternal Lab History: LDL-otherPregnancy:0.325 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.263 Maternal Maternal Procedure History:86703-postPregnancy:0.254 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.241 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.237 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.224 Maternal Maternal Lab History: A/G-otherPregnancy:-0.207 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.206 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.201 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 96 | OR_unadj: 0.938 [0.274 3.208] | indivs AUC:0.510 Correlated most with: Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.294 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.289 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.279 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.244 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.233 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.230 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.223 Maternal Maternal Procedure History:87880-postPregnancy:0.181 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.168 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 87 | OR_unadj: 0.347 [0.083 1.457] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:1.000 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.195 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.192 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.183 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.181 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.177 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:-0.175 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.171 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.147 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.129 * Maternal Diagnosis:9ccs183:HTN in preg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 155 | OR_unadj: 1.745 [1.167 2.610] | indivs AUC:0.518 Correlated most with: Maternal Diagnosis:9ccs183:HTN in preg:1.000 Maternal Diagnosis:9ccs98:HTN:0.188 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.172 Maternal Vital: BP-postPregnancy:0.157 Newborn Diagnosis:9ccs219:Low birth wt:0.144 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.134 Maternal Diagnosis:9ccs184:Early labor:0.128 Maternal Maternal Lab History: LDH-postPregnancy:0.118 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.108 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:0.105 Maternal Vital: RR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 2.374 [0.829 6.796] | indivs AUC:0.495 Correlated most with: Maternal Vital: RR-postPregnancy:1.000 Maternal Vital: SpO2-postPregnancy:-0.361 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.344 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.302 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.256 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.255 Maternal Maternal Lab History: LDL-postPregnancy:0.223 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.210 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.207 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.204 Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 113 | OR_unadj: 0.653 [0.353 1.206] | indivs AUC:0.516 Correlated most with: Diagnosis:9ccs259:Unclassified:1.000 Diagnosis:9ccs61:Sickle cell:0.111 Number of Visits:0.108 Diagnosis:9ccs96:Hrt valve dx:0.096 Diagnosis:9ccs242:Poisn ot med:0.093 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.089 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.087 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.085 Maternal Diagnosis:9ccs61:Sickle cell:0.078 Diagnosis:9ccs134:Ot uppr resp:0.077 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 111 | OR_unadj: 0.938 [0.323 2.726] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:1.000 Maternal Maternal Procedure History:97001-postPregnancy:0.426 Maternal Maternal Procedure History:90658-postPregnancy:0.237 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.170 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.165 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.163 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.159 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.153 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.152 Maternal Maternal Procedure History:90649-postPregnancy:0.151 Maternal Diagnosis:9ccs187:Malposition | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 104 | OR_unadj: 1.463 [0.889 2.408] | indivs AUC:0.510 Correlated most with: Maternal Diagnosis:9ccs187:Malposition:1.000 Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.183 Maternal Diagnosis:9ccs184:Early labor:0.112 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.106 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.080 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.079 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.078 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.078 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.077 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.074 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 112 | OR_unadj: 0.586 [0.208 1.658] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:1.000 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.263 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.262 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.216 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.176 Maternal Maternal Lab History: BUN-otherPregnancy:0.147 Maternal Maternal Lab History: PH-otherPregnancy:0.139 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.138 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.136 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.135 Lab:297262 HEMOGLOBIN (HEMOCUE) | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: nan [ nan nan] | indivs AUC:0.501 Correlated most with: Lab:297262 HEMOGLOBIN (HEMOCUE):1.000 Diagnosis:9ccs59:Anemia:-0.165 Maternal Maternal Lab History: A/G-otherPregnancy:0.156 Maternal Maternal Lab History: A/G-postPregnancy:0.141 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.138 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.121 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:-0.120 Diagnosis:9ccs76:Meningitis:-0.120 Maternal Maternal Lab History: URIC ACID-otherPregnancy:-0.118 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.113 Diagnosis:9ccs113:Late eff CVD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 1.437 [0.830 2.488] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs113:Late eff CVD:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.180 Diagnosis:9ccs94:Other ear dx:0.141 Maternal Maternal Procedure History:97001-postPregnancy:0.141 Diagnosis:9ccs83:Epilepsy/cnv:0.113 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.104 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.102 Number of Visits:0.098 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.098 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.098 Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 84 | OR_unadj: 0.664 [0.328 1.344] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs0:No DX:1.000 Diagnosis:9ccs10:Immuniz/scrn:0.104 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.102 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.099 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.099 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.085 Maternal Maternal Lab History: UIBC-postPregnancy:-0.082 Maternal Maternal Lab History: POTASSIUM-postPregnancy:0.081 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.077 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.077 Maternal Maternal Procedure History:36415-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 120 | OR_unadj: 0.781 [0.329 1.854] | indivs AUC:0.491 Correlated most with: Maternal Maternal Procedure History:36415-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.298 Maternal Vital: Temp-otherPregnancy:-0.219 Maternal Maternal Procedure History:36415-postPregnancy:0.214 Maternal Maternal Procedure History:S9470-postPregnancy:0.211 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.209 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:-0.205 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.202 Maternal Maternal Procedure History:81000-otherPregnancy:0.200 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.178 Maternal Maternal Procedure History:99401-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 246 | OR_unadj: 1.278 [0.742 2.202] | indivs AUC:0.516 Correlated most with: Maternal Maternal Procedure History:99401-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.468 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.440 Maternal Maternal Procedure History:86703-otherPregnancy:0.403 Maternal Maternal Procedure History:99401-postPregnancy:0.398 Maternal Maternal Procedure History:81000-otherPregnancy:0.329 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.312 Maternal Maternal Procedure History:86703-postPregnancy:0.222 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.187 Maternal Maternal Procedure History:96372-otherPregnancy:0.155 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 90 | OR_unadj: 0.620 [0.219 1.757] | indivs AUC:0.484 Correlated most with: Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:1.000 Maternal Maternal Procedure History:86580-postPregnancy:0.232 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.228 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.213 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.184 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.176 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.172 Maternal Maternal Procedure History:90658-postPregnancy:0.170 Newborn Diagnosis:9ccs221:Resp distres:0.161 Maternal Maternal Procedure History:97001-postPregnancy:0.156 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 0.294 [0.039 2.204] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:1.000 Maternal Maternal Procedure History:S9470-postPregnancy:0.351 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.263 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.174 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.173 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.173 Maternal Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:-0.164 Maternal Maternal Lab History: RDW-postPregnancy:0.150 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.148 Maternal Maternal Lab History: PH-postPregnancy:-0.136 Newborn Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1642 | OR_unadj: 1.497 [0.635 3.528] | indivs AUC:0.509 Correlated most with: Newborn Diagnosis:9ccs94:Other ear dx:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.316 Newborn Diagnosis:9ccs0:No DX:-0.294 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:-0.138 Maternal Diagnosis:9ccs159:UTI:-0.132 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:-0.120 Newborn Diagnosis:9ccs219:Low birth wt:-0.120 Newborn Diagnosis:9ccs253:Allergy:-0.115 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.114 Maternal Diagnosis:9ccs184:Early labor:-0.107 Maternal Maternal Procedure History:36415-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 133 | OR_unadj: 0.938 [0.323 2.726] | indivs AUC:0.519 Correlated most with: Maternal Maternal Procedure History:36415-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.392 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.364 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.283 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.283 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.260 Maternal Maternal Lab History: HERPES I IgG-postPregnancy:0.247 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.235 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.230 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.218 Vital: HC Percentile-latest | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.129 [0.428 2.977] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:-0.169 Lab:323825 STREP SCREEN THROAT - Sunrise:0.122 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.099 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.086 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.086 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.080 Maternal Diagnosis:9ccs60:Acut p-h anm:0.079 Maternal Maternal Procedure History:97014-postPregnancy:-0.074 Maternal Maternal Lab History: RBC-postPregnancy:0.070 Diagnosis:9ccs163:Other GU dx:0.068 Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 56 | OR_unadj: 0.668 [0.283 1.575] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:1.000 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.151 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.126 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.124 Diagnosis:9ccs89:Blindness:0.117 Diagnosis:9ccs238:Complic proc:0.112 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.111 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.106 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.105 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.096 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 66 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.478 Correlated most with: Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:1.000 Maternal Maternal Procedure History:87880-postPregnancy:0.693 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.637 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.462 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.413 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.373 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.289 Diagnosis:9ccs223:Birth trauma:0.171 Diagnosis:9ccs211:Ot conn tiss:0.158 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.138 Maternal Diagnosis:9ccs188:Pelvic obstr | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 1.360 [0.552 3.350] | indivs AUC:0.502 Correlated most with: Maternal Diagnosis:9ccs188:Pelvic obstr:1.000 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.165 Maternal Maternal Procedure History:36416-postPregnancy:0.165 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.162 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.156 Newborn Diagnosis:9ccs223:Birth trauma:0.153 Diagnosis:9ccs223:Birth trauma:0.148 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.124 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.118 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.113 Diagnosis:9ccs209:Ot acq defor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.191 [0.026 1.409] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs209:Ot acq defor:1.000 Diagnosis:9ccs63:Wht blood dx:0.121 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.120 Maternal Maternal Procedure History:90746-postPregnancy:0.119 Diagnosis:9ccs208:Acq foot def:0.101 Diagnosis:9ccs51:Ot endo dsor:0.095 Diagnosis:9ccs212:Ot bone dx:0.095 Maternal Maternal Procedure History:86580-postPregnancy:0.090 Maternal Maternal Lab History: HCG-otherPregnancy:0.090 Maternal Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.083 Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 0.917 [0.429 1.960] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs224:Ot perint dx:1.000 Diagnosis:9ccs168:PID:0.178 Maternal Maternal Lab History: A/G-otherPregnancy:-0.166 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.141 Diagnosis:9ccs205:Back problem:0.140 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.131 Maternal Maternal Procedure History:86703-postPregnancy:0.116 Maternal Diagnosis:9ccs69:Affective dx:0.111 Diagnosis:9ccs219:Low birth wt:0.110 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.107 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 0.851 [0.329 2.200] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:1.000 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.430 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.316 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.276 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.252 Maternal Maternal Lab History: AFP-otherPregnancy:0.244 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:0.234 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.213 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.207 Maternal Maternal Procedure History:36415-otherPregnancy:-0.205 Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 90 | OR_unadj: 1.134 [0.641 2.008] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs159:UTI:1.000 Diagnosis:9ccs161:Ot dx kidney:0.240 Number of Visits:0.205 Diagnosis:9ccs257:Ot aftercare:0.118 Diagnosis:9ccs74:Ot mentl cnd:0.115 Diagnosis:9ccs125:Bronchitis:0.113 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.109 Diagnosis:9ccs92:Otitis media:0.106 Diagnosis:9ccs163:Other GU dx:0.106 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.103 Maternal Maternal Lab History: ESTRIOL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 91 | OR_unadj: 0.851 [0.329 2.200] | indivs AUC:0.489 Correlated most with: Maternal Maternal Lab History: ESTRIOL-otherPregnancy:1.000 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.555 Maternal Maternal Lab History: AFP-otherPregnancy:0.289 Maternal Maternal Procedure History:J7300-postPregnancy:0.258 Maternal Maternal Procedure History:58300-postPregnancy:0.227 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.199 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.199 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.197 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.168 Maternal Maternal Lab History: RBC-otherPregnancy:-0.161 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 44 | OR_unadj: 2.139 [0.829 5.519] | indivs AUC:0.523 Correlated most with: Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.335 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.334 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:-0.237 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.174 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.168 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.168 Maternal Maternal Lab History: APF MoM-postPregnancy:0.163 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.155 Maternal Maternal Procedure History:36415-postPregnancy:0.152 Maternal Maternal Procedure History:96372-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 43 | OR_unadj: 1.209 [0.345 4.239] | indivs AUC:0.513 Correlated most with: Maternal Maternal Procedure History:96372-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.192 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.167 Diagnosis:9ccs175:Ot femal gen:0.141 Diagnosis:9ccs240:Burns:0.108 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.108 Maternal Maternal Lab History: RBC-postPregnancy:0.108 Maternal Maternal Procedure History:90649-postPregnancy:-0.097 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.095 Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.092 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: 2.012 [0.786 5.152] | indivs AUC:0.495 Correlated most with: Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:1.000 Maternal Maternal Lab History: RDW-otherPregnancy:0.244 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:0.228 Maternal Maternal Lab History: MCH-otherPregnancy:-0.219 Maternal Maternal Procedure History:96372-otherPregnancy:0.212 Maternal Maternal Lab History: MCV-otherPregnancy:-0.207 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.199 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.193 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.181 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:0.161 Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1611 | OR_unadj: 1.569 [0.777 3.170] | indivs AUC:0.512 Correlated most with: Newborn Diagnosis:9ccs10:Immuniz/scrn:1.000 Newborn Diagnosis:9ccs94:Other ear dx:0.316 Newborn Diagnosis:9ccs219:Low birth wt:-0.312 Newborn Diagnosis:9ccs259:Unclassified:-0.304 Newborn Diagnosis:9ccs0:No DX:-0.234 Newborn Diagnosis:9ccs256:Exam/eval:-0.206 Maternal Diagnosis:9ccs184:Early labor:-0.201 Newborn Diagnosis:9ccs222:Perint jaund:-0.181 Newborn Diagnosis:9ccs221:Resp distres:-0.140 Diagnosis:9ccs219:Low birth wt:-0.123 Diagnosis:9ccs247:Lymph enlarg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 1.416 [0.527 3.808] | indivs AUC:0.515 Correlated most with: Diagnosis:9ccs247:Lymph enlarg:1.000 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.206 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.184 Maternal Maternal Procedure History:99211-otherPregnancy:0.164 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.160 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.157 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.144 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.132 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.127 Maternal Maternal Procedure History:97112-postPregnancy:0.126 Diagnosis:10ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.057 [0.306 3.653] | indivs AUC:0.500 Correlated most with: Diagnosis:10ccs58:Ot nutrit dx:1.000 Diagnosis:9ccs2603:E Codes: Fall:0.756 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.184 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.148 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.141 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.124 Maternal Maternal Lab History: AFP-otherPregnancy:0.100 Diagnosis:9ccs155:Other GI dx:0.089 Maternal Diagnosis:9ccs163:Other GU dx:0.088 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.085 * Maternal Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: 8.673 [3.977 18.915] | indivs AUC:0.531 Correlated most with: Maternal Diagnosis:9ccs58:Ot nutrit dx:1.000 Maternal Vital: Wt-postPregnancy:0.205 Maternal Diagnosis:9ccs181:Ot preg comp:0.180 Maternal Diagnosis:9ccs183:HTN in preg:0.172 Maternal Vital: Wt-otherPregnancy:0.155 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.154 Maternal Diagnosis:9ccs98:HTN:0.151 Lab:323825 STREP SCREEN THROAT - Sunrise:0.150 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.148 Maternal Vital: Ht Percentile-otherPregnancy:0.131 Maternal Maternal Lab History: BUN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 115 | OR_unadj: 0.873 [0.389 1.957] | indivs AUC:0.493 Correlated most with: Maternal Maternal Lab History: BUN-otherPregnancy:1.000 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.334 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.265 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.265 Maternal Maternal Lab History: HCG-otherPregnancy:0.202 Maternal Maternal Lab History: BUN-postPregnancy:0.200 Maternal Vital: Wt-otherPregnancy:-0.173 Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.161 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.161 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.157 Vital: BP-latest | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:0.196 Maternal Diagnosis:9ccs49:DiabMel no c:0.121 Maternal Maternal Lab History: RUBELLA-postPregnancy:-0.103 Diagnosis:9ccs214:GI cong anom:0.093 Diagnosis:9ccs4:Mycoses:0.087 Maternal Diagnosis:9ccs188:Pelvic obstr:-0.082 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.070 Diagnosis:9ccs222:Perint jaund:0.068 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.068 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.067 * Diagnosis:9ccs234:Crush injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 2.704 [1.154 6.333] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs234:Crush injury:1.000 Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.121 Maternal Maternal Procedure History:J7300-postPregnancy:0.113 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.099 Maternal Maternal Procedure History:58300-postPregnancy:0.098 Maternal Maternal Procedure History:81025-otherPregnancy:0.087 Lab:295669 BILIRUBIN DIRECT - LMC:-0.085 Diagnosis:9ccs238:Complic proc:0.084 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.081 Lab:294203 BILIRUBIN TOTAL - LMC:-0.080 Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs47:Ot bnign neo:1.000 Diagnosis:9ccs217:Ot cong anom:0.154 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.143 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.115 Diagnosis:9ccs123:Influenza:0.115 Maternal Maternal Lab History: NT MoM-postPregnancy:-0.114 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.108 Maternal Maternal Procedure History:87880-postPregnancy:0.107 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.104 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.104 Maternal Maternal Lab History: AFP-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 86 | OR_unadj: 0.657 [0.231 1.868] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: AFP-otherPregnancy:1.000 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.412 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.289 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.244 Maternal Maternal Lab History: AFP-postPregnancy:0.209 Maternal Vital: HR-otherPregnancy:0.201 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:-0.184 Maternal Maternal Lab History: WEIGHT-otherPregnancy:-0.167 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.155 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.152 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 56 | OR_unadj: 1.698 [0.464 6.213] | indivs AUC:0.521 Correlated most with: Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.423 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.257 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.248 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.211 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.174 Maternal Maternal Lab History: FREE T3-postPregnancy:0.170 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.140 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.138 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:-0.136 Maternal Maternal Procedure History:90471-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 103 | OR_unadj: 0.162 [0.022 1.192] | indivs AUC:0.493 Correlated most with: Maternal Maternal Procedure History:90471-postPregnancy:1.000 Maternal Maternal Procedure History:90649-postPregnancy:0.530 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.318 Maternal Maternal Procedure History:90658-postPregnancy:0.203 Maternal Maternal Procedure History:90746-postPregnancy:0.190 Maternal Maternal Lab History: A/G-postPregnancy:0.189 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.181 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.178 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.171 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.150 Diagnosis:9ccs128:Asthma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 105 | OR_unadj: 1.094 [0.640 1.873] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs128:Asthma:1.000 Number of Visits:0.250 Diagnosis:9ccs125:Bronchitis:0.241 Diagnosis:9ccs133:Oth low resp:0.220 Diagnosis:9ccs122:Pneumonia:0.211 Diagnosis:9ccs257:Ot aftercare:0.152 Diagnosis:9ccs92:Otitis media:0.150 Diagnosis:9ccs126:Ot up rsp in:0.130 Diagnosis:9ccs7:Viral infect:0.112 Diagnosis:9ccs127:COPD:0.109 Newborn Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 102 | OR_unadj: 1.051 [0.606 1.824] | indivs AUC:0.494 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:1.000 Maternal Diagnosis:9ccs184:Early labor:0.722 Diagnosis:9ccs219:Low birth wt:0.413 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.312 Newborn Diagnosis:9ccs256:Exam/eval:0.306 Newborn Diagnosis:9ccs221:Resp distres:0.272 Newborn Diagnosis:9ccs222:Perint jaund:0.264 Newborn Diagnosis:9ccs253:Allergy:0.240 Maternal Diagnosis:9ccs182:Hemorr preg:0.151 Maternal Diagnosis:9ccs183:HTN in preg:0.144 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 173 | OR_unadj: nan [ nan nan] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:1.000 Maternal Maternal Lab History: CREATININE-postPregnancy:0.342 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.247 Maternal Maternal Procedure History:99000-otherPregnancy:0.191 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.165 Maternal Maternal Procedure History:81000-postPregnancy:-0.152 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.149 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.119 Maternal Maternal Lab History: Alk Phos-postPregnancy:0.115 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.108 Maternal Vital: BMI Percentile-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 1.691 [0.759 3.764] | indivs AUC:0.529 Correlated most with: Maternal Vital: BMI Percentile-postPregnancy:1.000 Maternal Vital: Wt Percentile-postPregnancy:0.578 Maternal Vital: BMI Percentile-otherPregnancy:0.571 Maternal Vital: Wt-postPregnancy:0.207 Maternal Vital: Wt-otherPregnancy:0.171 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.136 Maternal Maternal Procedure History:90472-postPregnancy:0.134 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.126 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.121 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.121 Maternal Maternal Procedure History:99401-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 110 | OR_unadj: 0.701 [0.209 2.344] | indivs AUC:0.511 Correlated most with: Maternal Maternal Procedure History:99401-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.504 Maternal Maternal Procedure History:86703-postPregnancy:0.481 Maternal Maternal Procedure History:99401-otherPregnancy:0.398 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.330 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.324 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.317 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.272 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.270 Maternal Maternal Procedure History:81000-postPregnancy:0.255 Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 42 | OR_unadj: 1.336 [0.611 2.920] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs95:Oth nerv dx:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.195 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.146 Diagnosis:9ccs143:Abdom hernia:0.131 Diagnosis:9ccs208:Acq foot def:0.129 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.121 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.119 Number of Visits:0.116 Diagnosis:9ccs217:Ot cong anom:0.112 Newborn Diagnosis:9ccs200:Oth skin dx:0.108 Maternal Maternal Procedure History:99000-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 113 | OR_unadj: nan [ nan nan] | indivs AUC:0.497 Correlated most with: Maternal Maternal Procedure History:99000-otherPregnancy:1.000 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.462 Maternal Maternal Procedure History:90656-otherPregnancy:0.271 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.260 Maternal Maternal Procedure History:99000-postPregnancy:-0.253 Maternal Maternal Lab History: CREATININE-postPregnancy:0.192 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.192 Maternal Maternal Lab History: NO. OF FETUSES-postPregnancy:0.191 Maternal Maternal Procedure History:81000-postPregnancy:-0.178 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.129 Diagnosis:9ccs2603:E Codes: Fall | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 1.006 [0.385 2.630] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs2603:E Codes: Fall:1.000 Diagnosis:10ccs58:Ot nutrit dx:0.756 Newborn Diagnosis:9ccs95:Oth nerv dx:0.150 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.140 Maternal Maternal Lab History: FASTING-postPregnancy:0.113 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.112 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.107 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:-0.107 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.104 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:-0.101 Maternal Maternal Procedure History:86580-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 233 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.488 Correlated most with: Maternal Maternal Procedure History:86580-otherPregnancy:1.000 Maternal Maternal Procedure History:86580-postPregnancy:0.267 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.222 Maternal Vital: BMI-otherPregnancy:0.179 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.172 Maternal Maternal Lab History: PT-postPregnancy:0.151 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.144 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.142 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.141 Maternal Maternal Lab History: AMYLASE-postPregnancy:-0.133 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 61 | OR_unadj: 0.384 [0.091 1.618] | indivs AUC:0.488 Correlated most with: Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:1.000 Maternal Maternal Lab History: NT MoM-postPregnancy:0.881 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.507 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.286 Maternal Maternal Lab History: APF MoM-postPregnancy:0.186 Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.181 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.139 Diagnosis:9ccs47:Ot bnign neo:-0.115 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:-0.115 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.112 Maternal Maternal Lab History: APF MoM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 1.415 [0.469 4.266] | indivs AUC:0.514 Correlated most with: Maternal Maternal Lab History: APF MoM-postPregnancy:1.000 Maternal Maternal Lab History: INHMOM-postPregnancy:0.367 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.286 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.230 Maternal Vital: Ht Percentile-postPregnancy:0.214 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.186 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:0.180 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.165 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.163 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.146 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 102 | OR_unadj: 1.593 [0.682 3.724] | indivs AUC:0.517 Correlated most with: Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.385 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.341 Maternal Maternal Procedure History:81000-otherPregnancy:0.324 Maternal Maternal Procedure History:96372-otherPregnancy:0.252 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.239 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.226 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.223 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.207 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.202 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 0.900 [0.310 2.607] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.246 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.236 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.222 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.217 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.199 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.194 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.183 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.181 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.181 Maternal Maternal Lab History: POLYS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 88 | OR_unadj: 0.504 [0.180 1.416] | indivs AUC:0.514 Correlated most with: Maternal Maternal Lab History: POLYS-otherPregnancy:1.000 Maternal Maternal Lab History: MONOS-otherPregnancy:-0.542 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.392 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.281 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.275 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.269 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.263 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.257 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.250 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.249 Maternal Maternal Lab History: URINE KETONES-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 74 | OR_unadj: nan [ nan nan] | indivs AUC:0.505 Correlated most with: Maternal Maternal Lab History: URINE KETONES-postPregnancy:1.000 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:0.368 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.292 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.281 Maternal Maternal Lab History: PTT-otherPregnancy:0.232 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.216 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.206 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.191 Maternal Maternal Lab History: INR-otherPregnancy:0.180 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.177 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 66 | OR_unadj: 0.294 [0.039 2.204] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.236 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.227 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.224 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.197 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.192 Newborn Diagnosis:9ccs221:Resp distres:0.172 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.167 Maternal Maternal Procedure History:86580-postPregnancy:0.157 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.155 Diagnosis:9ccs168:PID | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs168:PID:1.000 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.273 Diagnosis:9ccs205:Back problem:0.200 Diagnosis:9ccs163:Other GU dx:0.200 Diagnosis:9ccs224:Ot perint dx:0.178 Maternal Diagnosis:9ccs138:Esophgeal dx:0.155 Diagnosis:9ccs63:Wht blood dx:0.121 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.114 Diagnosis:9ccs251:Abdomnl pain:0.093 Maternal Diagnosis:9ccs196:Nml preg/del:-0.093 Lab:292495 LEAD LEVEL - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.502 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:1.000 Diagnosis:9ccs243:Poisn nonmed:-0.414 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.180 Maternal Maternal Lab History: TP PERIOD-postPregnancy:-0.180 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:-0.173 Maternal Vital: Wt Change-otherPregnancy:0.129 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:-0.116 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:0.112 Diagnosis:9ccs204:Ot joint dx:0.103 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:-0.100 * Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 91 | OR_unadj: 4.468 [1.938 10.303] | indivs AUC:0.516 Correlated most with: Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:1.000 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.221 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.188 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.166 Maternal Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.162 Maternal Maternal Lab History: LDH-otherPregnancy:0.160 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:0.147 Maternal Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.141 Maternal Vital: Ht-otherPregnancy:0.127 Maternal Maternal Lab History: MCH-otherPregnancy:-0.120 Maternal Diagnosis:9ccs128:Asthma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 40 | OR_unadj: 0.801 [0.311 2.064] | indivs AUC:0.502 Correlated most with: Maternal Diagnosis:9ccs128:Asthma:1.000 Maternal Diagnosis:9ccs181:Ot preg comp:0.219 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.157 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.153 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.147 Maternal Maternal Procedure History:36416-postPregnancy:0.146 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.143 Maternal Diagnosis:9ccs155:Other GI dx:0.135 Maternal Maternal Procedure History:81025-otherPregnancy:0.134 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.129 Diagnosis:9ccs154:Gastroent | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: nan [ nan nan] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs154:Gastroent:1.000 Diagnosis:9ccs153:GI hemorrhag:0.188 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.164 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.161 Maternal Maternal Lab History: A/G-postPregnancy:0.113 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.110 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.107 Diagnosis:9ccs155:Other GI dx:0.099 Maternal Diagnosis:9ccs49:DiabMel no c:0.093 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.086 Maternal Maternal Procedure History:86703-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 119 | OR_unadj: 1.416 [0.527 3.808] | indivs AUC:0.502 Correlated most with: Maternal Maternal Procedure History:86703-otherPregnancy:1.000 Maternal Maternal Procedure History:86703-postPregnancy:0.446 Maternal Maternal Procedure History:99401-otherPregnancy:0.403 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.287 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.231 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.224 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.192 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.186 Maternal Maternal Lab History: A/G-otherPregnancy:-0.184 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.184 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:1.000 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:-0.214 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.189 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.185 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.137 Maternal Maternal Procedure History:90472-postPregnancy:-0.136 Maternal Maternal Lab History: A/G-otherPregnancy:0.135 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.127 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.126 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:-0.120 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.554 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.331 Maternal Maternal Procedure History:36415-postPregnancy:0.230 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.226 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.214 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.207 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.205 Newborn Diagnosis:9ccs223:Birth trauma:0.198 Diagnosis:9ccs223:Birth trauma:0.193 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 39 | OR_unadj: 1.128 [0.246 5.176] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:1.000 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.267 Maternal Maternal Lab History: TP PERIOD-postPregnancy:0.242 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.236 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:0.233 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.185 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.156 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.128 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.116 Diagnosis:9ccs243:Poisn nonmed:0.114 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 43 | OR_unadj: 1.413 [0.396 5.043] | indivs AUC:0.511 Correlated most with: Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.432 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.341 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.293 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.274 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.266 Maternal Maternal Procedure History:90658-postPregnancy:0.210 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.197 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.192 Maternal Diagnosis:9ccs159:UTI:0.189 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 103 | OR_unadj: 0.633 [0.249 1.612] | indivs AUC:0.483 Correlated most with: Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:1.000 Maternal Maternal Lab History: AFP-otherPregnancy:0.412 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.309 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.253 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.228 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.219 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.212 Maternal Maternal Lab History: BETA HCG FREE-postPregnancy:-0.170 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:-0.153 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:-0.152 Maternal Maternal Procedure History:86703-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.489 Correlated most with: Maternal Maternal Procedure History:86703-postPregnancy:1.000 Maternal Maternal Procedure History:99401-postPregnancy:0.481 Maternal Maternal Procedure History:86703-otherPregnancy:0.446 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.322 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.308 Maternal Maternal Lab History: A/G-otherPregnancy:-0.305 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.304 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.273 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.270 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.254 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 71 | OR_unadj: 2.183 [0.956 4.983] | indivs AUC:0.528 Correlated most with: Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:1.000 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.314 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.305 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.217 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.199 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.168 Maternal Maternal Lab History: LDL-postPregnancy:-0.156 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.144 Diagnosis:9ccs251:Abdomnl pain:0.142 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:-0.131 Maternal Maternal Lab History: VLDL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 66 | OR_unadj: 2.139 [0.829 5.519] | indivs AUC:0.528 Correlated most with: Maternal Maternal Lab History: VLDL-postPregnancy:1.000 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.763 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.512 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.383 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.336 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.302 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.270 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.240 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.226 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.200 Maternal Vital: PL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 71 | OR_unadj: 0.773 [0.270 2.219] | indivs AUC:0.502 Correlated most with: Maternal Vital: PL-otherPregnancy:1.000 Maternal Vital: HR-otherPregnancy:0.246 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.211 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.197 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.192 Diagnosis:9ccs175:Ot femal gen:-0.188 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.188 Maternal Maternal Procedure History:81000-otherPregnancy:0.174 Maternal Maternal Lab History: ANION GAP-postPregnancy:0.172 Lab:323825 STREP SCREEN THROAT - Sunrise:0.165 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 39 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.493 Correlated most with: Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.408 Maternal Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.258 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.236 Maternal Maternal Lab History: PT-otherPregnancy:-0.225 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:0.215 Maternal Maternal Procedure History:J1055-postPregnancy:0.204 Maternal Maternal Procedure History:90772-postPregnancy:0.156 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.151 Maternal Diagnosis:9ccs168:PID:0.132 Maternal Maternal Lab History: ANION GAP-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 96 | OR_unadj: 0.416 [0.128 1.354] | indivs AUC:0.468 Correlated most with: Maternal Maternal Lab History: ANION GAP-otherPregnancy:1.000 Maternal Maternal Lab History: ANION GAP-postPregnancy:0.357 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.253 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:-0.226 Maternal Vital: PL-otherPregnancy:0.192 Maternal Maternal Lab History: SODIUM-otherPregnancy:0.173 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.171 Maternal Vital: HR-otherPregnancy:0.160 Maternal Maternal Procedure History:S9470-otherPregnancy:0.157 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.154 Maternal Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.418 [0.574 3.504] | indivs AUC:0.513 Correlated most with: Maternal Diagnosis:9ccs259:Unclassified:1.000 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.165 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.163 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.160 Maternal Diagnosis:9ccs168:PID:0.139 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.135 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.127 Maternal Maternal Lab History: IRON-postPregnancy:-0.127 Maternal Vital: SpO2-postPregnancy:-0.112 Maternal Diagnosis:9ccs176:Contraceptiv:0.107 Maternal Maternal Lab History: ANION GAP-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 82 | OR_unadj: 1.075 [0.499 2.318] | indivs AUC:0.505 Correlated most with: Maternal Maternal Lab History: ANION GAP-postPregnancy:1.000 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.357 Maternal Maternal Lab History: T-3(Total)-postPregnancy:0.208 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:-0.193 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.191 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:-0.189 Maternal Vital: PL-otherPregnancy:0.172 Maternal Maternal Procedure History:86580-postPregnancy:0.172 Maternal Maternal Procedure History:S9470-otherPregnancy:0.165 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.143 Maternal Maternal Lab History: AST (SGOT)-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 0.623 [0.144 2.701] | indivs AUC:0.499 Correlated most with: Maternal Maternal Lab History: AST (SGOT)-postPregnancy:1.000 Maternal Maternal Lab History: VLDL-postPregnancy:0.302 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.254 Maternal Maternal Lab History: ALT-postPregnancy:0.245 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.240 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.227 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.217 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.212 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.208 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.178 Vital: HC Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: PT-postPregnancy:0.129 Maternal Maternal Lab History: AMYLASE-postPregnancy:-0.120 Newborn Diagnosis:9ccs0:No DX:0.119 Newborn Diagnosis:9ccs95:Oth nerv dx:0.116 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.111 Maternal Maternal Lab History: INR-postPregnancy:0.104 Diagnosis:9ccs238:Complic proc:0.102 Diagnosis:9ccs216:Nerv cong an:0.092 Diagnosis:9ccs250:Nausea/vomit:0.085 Diagnosis:9ccs214:GI cong anom:0.077 Maternal Maternal Lab History: GLOBULIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 68 | OR_unadj: 1.025 [0.425 2.471] | indivs AUC:0.507 Correlated most with: Maternal Maternal Lab History: GLOBULIN-postPregnancy:1.000 Maternal Maternal Lab History: A/G-postPregnancy:-0.864 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.326 Maternal Maternal Lab History: A/G-otherPregnancy:-0.264 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.224 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.192 Diagnosis:9ccs76:Meningitis:0.188 Maternal Maternal Procedure History:86703-postPregnancy:0.188 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.187 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.184 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 61 | OR_unadj: 1.418 [0.574 3.504] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.283 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.270 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.242 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.203 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.197 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.196 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.186 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.182 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.181 * Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 3.054 [1.346 6.929] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:1.000 Maternal Maternal Lab History: LDH-otherPregnancy:-0.155 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.153 Maternal Maternal Procedure History:86703-postPregnancy:-0.129 Maternal Maternal Lab History: PO2-postPregnancy:0.110 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:0.108 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.105 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:-0.103 Maternal Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.094 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:-0.092 Maternal Maternal Lab History: MONOS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 88 | OR_unadj: 0.864 [0.299 2.498] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: MONOS-otherPregnancy:1.000 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.542 Maternal Maternal Lab History: MONOS-postPregnancy:0.269 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.206 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.191 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:-0.176 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.172 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.165 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.154 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.147 Maternal Diagnosis:9ccs182:Hemorr preg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.279 [0.037 2.087] | indivs AUC:0.507 Correlated most with: Maternal Diagnosis:9ccs182:Hemorr preg:1.000 Maternal Diagnosis:9ccs184:Early labor:0.152 Newborn Diagnosis:9ccs219:Low birth wt:0.151 Diagnosis:9ccs63:Wht blood dx:0.148 Maternal Maternal Lab History: PTT-otherPregnancy:0.138 Newborn Diagnosis:9ccs256:Exam/eval:0.126 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:0.103 Maternal Maternal Lab History: INR-otherPregnancy:0.100 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.098 Maternal Maternal Lab History: PT-otherPregnancy:0.090 Diagnosis:9ccs251:Abdomnl pain | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.467 [0.060 3.610] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:1.000 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.254 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.241 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.216 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.192 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.184 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.144 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.142 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.134 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.120 Maternal Maternal Procedure History:J1055-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.484 Correlated most with: Maternal Maternal Procedure History:J1055-postPregnancy:1.000 Maternal Maternal Procedure History:90772-postPregnancy:0.767 Maternal Maternal Procedure History:90746-postPregnancy:-0.363 Maternal Maternal Procedure History:81025-postPregnancy:0.361 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.319 Maternal Maternal Lab History: PH-postPregnancy:-0.224 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.212 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.204 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:-0.197 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:-0.154 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 0.446 [0.105 1.896] | indivs AUC:0.490 Correlated most with: Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:1.000 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.507 Maternal Maternal Lab History: APF MoM-postPregnancy:0.286 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.233 Maternal Maternal Lab History: INHMOM-postPregnancy:0.224 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.156 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.149 Maternal Maternal Lab History: NT MoM-postPregnancy:0.148 Maternal Vital: Ht Percentile-otherPregnancy:-0.143 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.143 Diagnosis:9ccs8:Oth infectns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.599 [0.181 1.985] | indivs AUC:0.518 Correlated most with: Diagnosis:9ccs8:Oth infectns:1.000 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.124 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.114 Maternal Maternal Lab History: eGFR-postPregnancy:0.114 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.113 Maternal Maternal Lab History: UIBC-postPregnancy:0.105 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.096 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.095 Maternal Maternal Lab History: HCG-otherPregnancy:0.088 Maternal Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:0.087 Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.773 [0.270 2.219] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs89:Blindness:1.000 Diagnosis:9ccs91:Other eye dx:0.284 Diagnosis:9ccs217:Ot cong anom:0.259 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.160 Diagnosis:9ccs62:Coag/hemr dx:0.150 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.135 Diagnosis:9ccs138:Esophgeal dx:0.117 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.113 Number of Visits:0.101 Diagnosis:9ccs212:Ot bone dx:0.090 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 41 | OR_unadj: 0.431 [0.056 3.310] | indivs AUC:0.507 Correlated most with: Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.498 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.250 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:0.231 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.223 Newborn Diagnosis:9ccs95:Oth nerv dx:0.162 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.159 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.158 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.141 Diagnosis:9ccs140:Gastritis:0.138 Diagnosis:9ccs124:Tonsillitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.832 [0.289 2.398] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs124:Tonsillitis:1.000 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.143 Maternal Vital: Wt Percentile-otherPregnancy:0.142 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.135 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.132 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.123 Lab:292495 LEAD LEVEL - Sunrise:-0.097 Diagnosis:9ccs127:COPD:0.097 Diagnosis:9ccs92:Otitis media:0.094 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.084 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.573 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.517 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.442 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.384 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.380 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.326 Maternal Maternal Lab History: INHMOM-postPregnancy:0.322 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.254 Diagnosis:9ccs147:Anal/rectal:0.244 Maternal Maternal Lab History: URINE KETONES-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 58 | OR_unadj: nan [ nan nan] | indivs AUC:0.480 Correlated most with: Maternal Maternal Lab History: URINE KETONES-otherPregnancy:1.000 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.368 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.332 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.265 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.218 Maternal Maternal Lab History: PTT-otherPregnancy:0.189 Maternal Maternal Lab History: MPV-otherPregnancy:0.167 Diagnosis:9ccs64:Ot hematl dx:0.166 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.164 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.161 Maternal Diagnosis:9ccs60:Acut p-h anm | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 1.074 [0.366 3.155] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs60:Acut p-h anm:1.000 Maternal Diagnosis:9ccs181:Ot preg comp:0.182 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.158 Maternal Maternal Procedure History:97112-postPregnancy:0.096 Maternal Maternal Procedure History:97001-postPregnancy:0.096 Maternal Maternal Lab History: FREE T-4-postPregnancy:0.087 Maternal Diagnosis:9ccs138:Esophgeal dx:0.084 Maternal Maternal Lab History: URIC ACID-postPregnancy:-0.084 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.079 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.079 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 61 | OR_unadj: 1.492 [0.552 4.032] | indivs AUC:0.519 Correlated most with: Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:1.000 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.415 Maternal Vital: Ht Percentile-otherPregnancy:0.341 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.315 Maternal Vital: Wt-postPregnancy:0.311 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.300 Maternal Vital: Wt-otherPregnancy:0.300 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.286 Maternal Maternal Lab History: INHMOM-postPregnancy:0.261 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.259 Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 65 | OR_unadj: 1.128 [0.324 3.925] | indivs AUC:0.512 Correlated most with: Maternal Maternal Lab History: URINE UROBILINOGEN-postPregnancy:1.000 Maternal Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:0.226 Maternal Maternal Lab History: PT-postPregnancy:0.148 Maternal Maternal Lab History: INR-postPregnancy:0.142 Diagnosis:9ccs234:Crush injury:0.121 Maternal Maternal Procedure History:90658-postPregnancy:-0.118 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.093 Maternal Maternal Procedure History:96372-postPregnancy:0.092 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.087 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.087 Maternal Maternal Lab History: NT MoM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 60 | OR_unadj: 0.701 [0.209 2.344] | indivs AUC:0.512 Correlated most with: Maternal Maternal Lab History: NT MoM-postPregnancy:1.000 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.881 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.447 Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.266 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.148 Maternal Vital: Ht Percentile-otherPregnancy:0.138 Maternal Maternal Lab History: HCG-postPregnancy:0.136 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.124 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:-0.124 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.119 Maternal Maternal Procedure History:81025-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.519 Correlated most with: Maternal Maternal Procedure History:81025-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.341 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.329 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.311 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.306 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.306 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.269 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.246 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.237 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.236 * Maternal Maternal Lab History: GLUCOSE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 71 | OR_unadj: 3.090 [1.221 7.822] | indivs AUC:0.533 Correlated most with: Maternal Maternal Lab History: GLUCOSE-postPregnancy:1.000 Maternal Maternal Procedure History:97014-postPregnancy:0.376 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.258 Maternal Maternal Procedure History:97110-postPregnancy:0.240 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.233 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.212 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.206 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.197 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.189 Maternal Maternal Procedure History:90472-postPregnancy:-0.187 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 34 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.290 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.281 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.233 Maternal Maternal Procedure History:J1055-postPregnancy:-0.197 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.196 Maternal Maternal Lab History: FERRITIN-postPregnancy:-0.178 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.177 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.167 Maternal Maternal Procedure History:90772-postPregnancy:-0.156 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 45 | OR_unadj: 3.254 [0.946 11.197] | indivs AUC:0.516 Correlated most with: Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:1.000 Maternal Maternal Lab History: POLYS-postPregnancy:-0.210 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.209 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.209 Maternal Maternal Procedure History:97112-postPregnancy:0.195 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.166 Maternal Vital: Wt-otherPregnancy:0.166 Maternal Vital: Wt-postPregnancy:0.163 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.160 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.158 Maternal Maternal Procedure History:58300-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 90 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.515 Correlated most with: Maternal Maternal Procedure History:58300-postPregnancy:1.000 Maternal Maternal Procedure History:J7300-postPregnancy:0.859 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.227 Diagnosis:9ccs2:Septicemia:0.191 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.148 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.140 Diagnosis:9ccs240:Burns:0.135 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.133 Diagnosis:9ccs234:Crush injury:0.098 Maternal Vital: HR-postPregnancy:0.098 Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.745 [0.564 5.394] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs161:Ot dx kidney:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.400 Diagnosis:9ccs159:UTI:0.240 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.172 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.155 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.139 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.134 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.133 Maternal Vital: PL-postPregnancy:-0.103 Diagnosis:9ccs95:Oth nerv dx:0.098 Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.994 [0.289 3.416] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs223:Birth trauma:1.000 Newborn Diagnosis:9ccs223:Birth trauma:0.196 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.193 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.172 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.171 Maternal Maternal Lab History: TP PERIOD-postPregnancy:0.151 Maternal Maternal Procedure History:S9470-postPregnancy:0.149 Maternal Diagnosis:9ccs188:Pelvic obstr:0.148 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.146 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:0.145 Maternal Maternal Procedure History:90656-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 68 | OR_unadj: nan [ nan nan] | indivs AUC:0.511 Correlated most with: Maternal Maternal Procedure History:90656-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.268 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.235 Maternal Maternal Procedure History:97001-postPregnancy:0.233 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.197 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.165 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.152 Maternal Diagnosis:9ccs6:Hepatitis:0.146 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.146 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.145 Maternal Maternal Procedure History:J7300-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.508 Correlated most with: Maternal Maternal Procedure History:J7300-postPregnancy:1.000 Maternal Maternal Procedure History:58300-postPregnancy:0.859 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.258 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.168 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.154 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.153 Diagnosis:9ccs234:Crush injury:0.113 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.101 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:-0.098 Maternal Diagnosis:9ccs259:Unclassified:0.097 Maternal Maternal Procedure History:S9470-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 61 | OR_unadj: nan [ nan nan] | indivs AUC:0.514 Correlated most with: Maternal Maternal Procedure History:S9470-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.324 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.239 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.234 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.194 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.177 Maternal Maternal Lab History: ANION GAP-postPregnancy:0.165 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.162 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.159 Maternal Maternal Lab History: ANION GAP-otherPregnancy:0.157 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 63 | OR_unadj: 1.888 [0.508 7.022] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:1.000 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.331 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.289 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.257 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.218 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.206 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.193 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.191 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.149 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.138 Maternal Maternal Lab History: PAPP-A-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 61 | OR_unadj: 1.177 [0.445 3.114] | indivs AUC:0.512 Correlated most with: Maternal Maternal Lab History: PAPP-A-postPregnancy:1.000 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.284 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.272 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.271 Maternal Maternal Lab History: NT MoM-postPregnancy:-0.266 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.237 Maternal Maternal Lab History: INHMOM-postPregnancy:0.217 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.185 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.181 Diagnosis:9ccs205:Back problem:0.158 Maternal Maternal Lab History: A/G-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 68 | OR_unadj: 0.522 [0.159 1.719] | indivs AUC:0.493 Correlated most with: Maternal Maternal Lab History: A/G-postPregnancy:1.000 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.864 Maternal Maternal Lab History: A/G-otherPregnancy:0.324 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.258 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.235 Maternal Maternal Lab History: URIC ACID-otherPregnancy:-0.234 Diagnosis:9ccs76:Meningitis:-0.229 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.224 Maternal Maternal Procedure History:86703-postPregnancy:-0.220 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.197 Maternal Maternal Lab History: HCG-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 0.623 [0.144 2.701] | indivs AUC:0.503 Correlated most with: Maternal Maternal Lab History: HCG-postPregnancy:1.000 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.360 Maternal Maternal Lab History: INHMOM-postPregnancy:0.271 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:-0.195 Maternal Maternal Lab History: PAPP-A-otherPregnancy:-0.138 Maternal Maternal Lab History: NT MoM-postPregnancy:0.136 Maternal Maternal Lab History: UIBC-postPregnancy:-0.135 Maternal Maternal Procedure History:90649-postPregnancy:-0.132 Diagnosis:9ccs167:Breast dx:0.127 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.121 Maternal Maternal Procedure History:90656-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: nan [ nan nan] | indivs AUC:0.508 Correlated most with: Maternal Maternal Procedure History:90656-otherPregnancy:1.000 Maternal Maternal Lab History: CREATININE-otherPregnancy:0.386 Maternal Maternal Procedure History:99000-otherPregnancy:0.271 Maternal Maternal Procedure History:81000-otherPregnancy:-0.219 Maternal Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.198 Maternal Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.183 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.177 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.169 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.156 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:-0.155 Maternal Maternal Lab History: PH-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 0.294 [0.039 2.204] | indivs AUC:0.480 Correlated most with: Maternal Maternal Lab History: PH-postPregnancy:1.000 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.319 Maternal Maternal Procedure History:J1055-postPregnancy:-0.224 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:-0.208 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.199 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.184 Maternal Maternal Procedure History:97140-postPregnancy:0.179 Maternal Vital: Ht Percentile-otherPregnancy:0.179 Maternal Maternal Procedure History:90772-postPregnancy:-0.174 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.173 Diagnosis:9ccs258:Other screen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.384 [0.091 1.618] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs258:Other screen:1.000 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.152 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.152 Diagnosis:9ccs136:Teeth dx:0.143 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.142 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.120 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.111 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.103 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.097 Diagnosis:9ccs239:Superfic inj:0.096 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 34 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.384 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.267 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.185 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.177 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.170 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.137 Maternal Maternal Lab History: Varicella IgG-postPregnancy:0.128 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.125 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.123 Maternal Maternal Lab History: INHMOM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 1.331 [0.444 3.987] | indivs AUC:0.521 Correlated most with: Maternal Maternal Lab History: INHMOM-postPregnancy:1.000 Maternal Maternal Lab History: APF MoM-postPregnancy:0.367 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.322 Maternal Maternal Lab History: HCG-postPregnancy:0.271 Maternal Maternal Lab History: hCG MoM-postPregnancy:0.268 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.261 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.224 Maternal Maternal Lab History: PAPP-A-postPregnancy:0.217 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.209 Maternal Maternal Lab History: ESTRIOL-postPregnancy:0.175 Maternal Maternal Lab History: PTT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 2.065 [0.652 6.536] | indivs AUC:0.491 Correlated most with: Maternal Maternal Lab History: PTT-postPregnancy:1.000 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.319 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.315 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.288 Maternal Maternal Procedure History:97140-postPregnancy:-0.275 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.271 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.265 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.265 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.256 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.254 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 78 | OR_unadj: 1.280 [0.557 2.938] | indivs AUC:0.507 Correlated most with: Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:1.000 Maternal Maternal Procedure History:J1055-postPregnancy:0.319 Maternal Maternal Procedure History:90772-postPregnancy:0.253 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.230 Maternal Maternal Lab History: PH-postPregnancy:-0.208 Maternal Maternal Lab History: A/G-postPregnancy:0.197 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.184 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.183 Maternal Maternal Procedure History:36416-postPregnancy:0.164 Maternal Maternal Procedure History:81025-postPregnancy:0.155 Maternal Diagnosis:9ccs168:PID | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 0.843 [0.249 2.858] | indivs AUC:0.493 Correlated most with: Maternal Diagnosis:9ccs168:PID:1.000 Maternal Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.192 Maternal Diagnosis:9ccs189:Prev c-sectn:0.156 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.147 Maternal Diagnosis:9ccs259:Unclassified:0.139 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.132 Maternal Diagnosis:9ccs181:Ot preg comp:0.128 Maternal Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.121 Maternal Maternal Lab History: PT-otherPregnancy:-0.105 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.104 Diagnosis:9ccs64:Ot hematl dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs64:Ot hematl dx:1.000 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.251 Diagnosis:9ccs61:Sickle cell:0.232 Maternal Maternal Lab History: FASTING-postPregnancy:0.227 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.200 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.197 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.168 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:0.166 Maternal Maternal Lab History: FASTING-otherPregnancy:0.165 Diagnosis:9ccs62:Coag/hemr dx:0.155 Diagnosis:9ccs167:Breast dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.431 [0.056 3.310] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs167:Breast dx:1.000 Maternal Maternal Lab History: HCG-postPregnancy:0.127 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.108 Maternal Diagnosis:9ccs163:Other GU dx:0.104 Diagnosis:9ccs48:Thyroid dsor:0.104 Maternal Diagnosis:9ccs5:HIV infectn:0.104 Maternal Maternal Lab History: AST-otherPregnancy:0.100 Maternal Maternal Lab History: INHMOM-postPregnancy:0.098 Diagnosis:9ccs204:Ot joint dx:0.096 Diagnosis:9ccs242:Poisn ot med:0.096 Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs3:Oth bact inf:1.000 Maternal Maternal Lab History: eGFR-postPregnancy:-0.109 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:0.107 Maternal Maternal Lab History: RUBELLA-otherPregnancy:0.106 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.097 Number of Visits:0.094 Maternal Maternal Procedure History:99401-otherPregnancy:0.090 Maternal Maternal Lab History: EOSINOPHIL-postPregnancy:0.088 Maternal Vital: SpO2-postPregnancy:-0.088 Maternal Maternal Lab History: MUMPS IGG-postPregnancy:-0.087 Maternal Maternal Procedure History:86580-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 86 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Procedure History:86580-postPregnancy:1.000 Maternal Maternal Procedure History:90746-postPregnancy:0.384 Maternal Maternal Procedure History:86580-otherPregnancy:0.267 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.232 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.231 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.229 Maternal Maternal Lab History: RUBELLA-postPregnancy:0.183 Maternal Diagnosis:9ccs61:Sickle cell:0.177 Newborn Diagnosis:9ccs221:Resp distres:0.174 Maternal Maternal Lab History: ANION GAP-postPregnancy:0.172 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 45 | OR_unadj: 0.803 [0.181 3.555] | indivs AUC:0.507 Correlated most with: Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:1.000 Maternal Maternal Procedure History:90470-postPregnancy:0.502 Maternal Maternal Procedure History:90663-postPregnancy:0.502 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.281 Maternal Maternal Lab History: ALT-postPregnancy:0.241 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.220 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.217 Maternal Maternal Lab History: AMYLASE-postPregnancy:0.182 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.154 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.153 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 46 | OR_unadj: 2.591 [0.893 7.522] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:1.000 Maternal Maternal Lab History: RUBELLA-otherPregnancy:0.205 Maternal Maternal Lab History: PT-otherPregnancy:0.181 Maternal Maternal Lab History: PTT-otherPregnancy:0.173 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:0.171 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.171 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.166 Maternal Maternal Procedure History:86580-otherPregnancy:0.144 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.144 Maternal Maternal Lab History: INR-otherPregnancy:0.139 Maternal Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs62:Coag/hemr dx:1.000 Maternal Maternal Procedure History:97001-postPregnancy:0.259 Diagnosis:9ccs2:Septicemia:0.164 Maternal Diagnosis:9ccs60:Acut p-h anm:0.158 Maternal Maternal Lab History: IRON-postPregnancy:0.155 Maternal Maternal Procedure History:90656-postPregnancy:0.146 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.139 Maternal Maternal Procedure History:97140-postPregnancy:-0.124 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.121 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.119 Diagnosis:9ccs123:Influenza | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs123:Influenza:1.000 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.205 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.191 Maternal Maternal Procedure History:87880-postPregnancy:0.167 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.162 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.161 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.133 Number of Visits:0.125 Diagnosis:9ccs47:Ot bnign neo:0.115 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.099 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: nan [ nan nan] | indivs AUC:0.484 Correlated most with: Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:1.000 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.725 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.435 Maternal Diagnosis:9ccs98:HTN:0.393 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:0.392 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.320 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.291 Maternal Maternal Lab History: LDL-postPregnancy:0.158 Maternal Vital: BP-postPregnancy:0.158 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.137 Vital: HC Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.184 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.145 Maternal Maternal Procedure History:97014-postPregnancy:0.127 Maternal Maternal Lab History: AFP-otherPregnancy:0.112 Maternal Maternal Lab History: PT-postPregnancy:-0.093 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:-0.091 Newborn Diagnosis:9ccs0:No DX:-0.088 Maternal Maternal Procedure History:97110-postPregnancy:0.087 Maternal Maternal Lab History: AMYLASE-postPregnancy:0.086 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.086 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 43 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:1.000 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.317 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.244 Maternal Maternal Lab History: LDH-otherPregnancy:0.220 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.141 Maternal Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.131 Diagnosis:9ccs55:Fluid/elc dx:0.128 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.128 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.123 Maternal Maternal Lab History: LDL-otherPregnancy:0.122 Maternal Diagnosis:9ccs106:Dysrhythmia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 0.843 [0.249 2.858] | indivs AUC:0.502 Correlated most with: Maternal Diagnosis:9ccs106:Dysrhythmia:1.000 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.154 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.152 Maternal Diagnosis:9ccs181:Ot preg comp:0.128 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.123 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.106 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:-0.102 Maternal Diagnosis:9ccs155:Other GI dx:0.088 Maternal Diagnosis:9ccs138:Esophgeal dx:0.088 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.086 Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.623 [0.144 2.701] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs211:Ot conn tiss:1.000 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.230 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.189 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.172 Diagnosis:9ccs204:Ot joint dx:0.163 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.158 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.143 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.130 Diagnosis:9ccs208:Acq foot def:0.127 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.127 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.448 Maternal Maternal Lab History: PTT-postPregnancy:0.315 Newborn Diagnosis:9ccs95:Oth nerv dx:0.228 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.223 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.188 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.180 Maternal Maternal Lab History: PT-postPregnancy:0.137 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.120 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:-0.112 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 0.938 [0.209 4.218] | indivs AUC:0.526 Correlated most with: Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:1.000 Maternal Maternal Lab History: NT MoM-postPregnancy:0.447 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.286 Maternal Maternal Lab History: PAPP-A-postPregnancy:-0.271 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.221 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.217 Maternal Vital: Ht Percentile-otherPregnancy:0.200 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.200 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:-0.167 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:-0.151 Maternal Vital: Ht Percentile-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.496 Correlated most with: Maternal Vital: Ht Percentile-postPregnancy:1.000 Maternal Vital: Wt Percentile-postPregnancy:0.318 Maternal Vital: Ht Percentile-otherPregnancy:0.284 Maternal Maternal Lab History: APF MoM-postPregnancy:0.214 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.177 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:0.159 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.152 Maternal Vital: Ht-postPregnancy:0.142 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.126 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:-0.120 Maternal Maternal Procedure History:90471-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 88 | OR_unadj: 1.745 [0.564 5.394] | indivs AUC:0.514 Correlated most with: Maternal Maternal Procedure History:90471-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.202 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.193 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.186 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.167 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.167 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.157 Maternal Maternal Procedure History:81000-otherPregnancy:0.157 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:-0.156 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.156 Newborn Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.510 [0.497 4.587] | indivs AUC:0.504 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:1.000 Maternal Maternal Procedure History:36416-postPregnancy:0.211 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.206 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.198 Diagnosis:9ccs223:Birth trauma:0.196 Maternal Diagnosis:9ccs188:Pelvic obstr:0.153 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.150 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.115 Diagnosis:9ccs153:GI hemorrhag:0.102 Diagnosis:9ccs47:Ot bnign neo:0.099 Vital: HC Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs204:Ot joint dx:-0.137 Diagnosis:9ccs242:Poisn ot med:-0.137 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.128 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:-0.113 Diagnosis:9ccs251:Abdomnl pain:-0.100 Diagnosis:9ccs167:Breast dx:-0.097 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.088 Newborn Diagnosis:9ccs213:Cardiac anom:0.085 Maternal Maternal Lab History: eGFR-postPregnancy:-0.081 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.077 Diagnosis:9ccs147:Anal/rectal | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs147:Anal/rectal:1.000 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.244 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.151 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.148 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.145 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.134 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.114 Diagnosis:9ccs153:GI hemorrhag:0.113 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.107 Diagnosis:9ccs211:Ot conn tiss:0.102 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 45 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.511 Correlated most with: Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.559 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.547 Maternal Maternal Lab History: UIBC-postPregnancy:0.354 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:-0.289 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:-0.276 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.273 Diagnosis:9ccs238:Complic proc:0.271 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:-0.217 Maternal Maternal Lab History: FERRITIN-postPregnancy:-0.196 Diagnosis:9ccs243:Poisn nonmed | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs243:Poisn nonmed:1.000 Lab:292495 LEAD LEVEL - Sunrise:-0.414 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.213 Maternal Maternal Lab History: TP PERIOD-postPregnancy:0.213 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:0.205 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.137 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:0.119 Diagnosis:9ccs242:Poisn ot med:0.115 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.114 Maternal Maternal Lab History: MONOCYTES-5P-postPregnancy:0.114 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 42 | OR_unadj: 1.209 [0.345 4.239] | indivs AUC:0.491 Correlated most with: Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.464 Maternal Maternal Procedure History:S9470-postPregnancy:0.393 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.337 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.319 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.271 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.259 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:-0.247 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.232 Maternal Vital: Wt Percentile-otherPregnancy:0.230 Maternal Diagnosis:9ccs196:Nml preg/del | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1685 | OR_unadj: 0.589 [0.161 2.155] | indivs AUC:0.494 Correlated most with: Maternal Diagnosis:9ccs196:Nml preg/del:1.000 Maternal Diagnosis:9ccs91:Other eye dx:-0.494 Maternal Diagnosis:9ccs138:Esophgeal dx:-0.120 Maternal Diagnosis:9ccs163:Other GU dx:-0.109 Maternal Diagnosis:9ccs98:HTN:-0.109 Diagnosis:9ccs168:PID:-0.093 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.092 Maternal Diagnosis:9ccs84:Headache/mig:-0.087 Newborn Diagnosis:9ccs253:Allergy:-0.082 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:-0.074 Maternal Maternal Lab History: FREE T-4-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: FREE T-4-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.250 Maternal Maternal Lab History: URIC ACID-postPregnancy:-0.203 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.193 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:-0.190 Maternal Maternal Procedure History:97014-postPregnancy:0.180 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.171 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.169 Maternal Maternal Lab History: FREE T3-postPregnancy:0.155 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.155 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:1.000 Maternal Maternal Lab History: LDL-postPregnancy:0.330 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.287 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:-0.278 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.273 Maternal Maternal Lab History: MUMPS IGG-postPregnancy:0.249 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.244 Maternal Vital: Wt Percentile-otherPregnancy:0.242 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.230 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.203 Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs163:Other GU dx:1.000 Diagnosis:9ccs168:PID:0.200 Diagnosis:9ccs215:gu cong anom:0.137 Diagnosis:9ccs159:UTI:0.106 Diagnosis:9ccs242:Poisn ot med:0.104 Diagnosis:9ccs175:Ot femal gen:0.104 Diagnosis:9ccs244:Other injury:0.101 Diagnosis:9ccs224:Ot perint dx:0.101 Number of Visits:0.089 Diagnosis:9ccs243:Poisn nonmed:0.085 Maternal Maternal Lab History: MONOCYTE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.505 Correlated most with: Maternal Maternal Lab History: MONOCYTE-postPregnancy:1.000 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.425 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.421 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.216 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:-0.206 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.184 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.173 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.168 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.159 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.154 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.585 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.251 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.169 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.167 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.153 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:-0.148 Maternal Maternal Procedure History:81000-postPregnancy:0.142 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.142 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.141 Maternal Maternal Lab History: URINE CULTURE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: URINE CULTURE-postPregnancy:1.000 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:0.565 Maternal Maternal Lab History: RDW-otherPregnancy:0.199 Maternal Vital: Ht Percentile-postPregnancy:0.177 Maternal Maternal Lab History: AST-otherPregnancy:0.158 Maternal Vital: Ht Percentile-otherPregnancy:0.155 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.148 Maternal Vital: BMI-postPregnancy:0.142 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.139 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.137 Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.400 [0.052 3.055] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs55:Fluid/elc dx:1.000 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.129 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.128 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:-0.099 Maternal Maternal Procedure History:90656-postPregnancy:0.093 Diagnosis:9ccs204:Ot joint dx:0.092 Diagnosis:9ccs242:Poisn ot med:0.092 Diagnosis:9ccs219:Low birth wt:0.091 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.090 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.087 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.227 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:-0.224 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:-0.214 Maternal Maternal Procedure History:J1055-postPregnancy:-0.212 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.193 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.191 Maternal Vital: RR-postPregnancy:0.191 Maternal Maternal Lab History: VLDL-postPregnancy:-0.186 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.177 Maternal Diagnosis:9ccs7:Viral infect | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.506 Correlated most with: Maternal Diagnosis:9ccs7:Viral infect:1.000 Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.256 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.155 Maternal Diagnosis:9ccs181:Ot preg comp:0.144 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.138 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.128 Diagnosis:9ccs62:Coag/hemr dx:0.115 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.109 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.108 Maternal Diagnosis:9ccs6:Hepatitis:0.104 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 45 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.516 Correlated most with: Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.548 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.464 Maternal Maternal Lab History: FREE T3-postPregnancy:0.280 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.240 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.240 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.228 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.227 Diagnosis:9ccs123:Influenza:0.205 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:-0.193 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.507 Correlated most with: Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.526 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.521 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.438 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.391 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.316 Maternal Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.315 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.234 Maternal Maternal Lab History: WEIGHT-otherPregnancy:0.207 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.193 Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 0.732 [0.218 2.455] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs219:Low birth wt:1.000 Maternal Diagnosis:9ccs184:Early labor:0.435 Newborn Diagnosis:9ccs219:Low birth wt:0.413 Newborn Diagnosis:9ccs256:Exam/eval:0.187 Maternal Maternal Procedure History:97001-postPregnancy:0.125 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.123 Newborn Diagnosis:9ccs222:Perint jaund:0.119 Diagnosis:9ccs224:Ot perint dx:0.110 Diagnosis:9ccs140:Gastritis:0.095 Diagnosis:9ccs143:Abdom hernia:0.093 Maternal Maternal Lab History: TP PERIOD-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: TP PERIOD-postPregnancy:1.000 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:0.953 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.433 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.264 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:0.252 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.242 Maternal Maternal Lab History: TP VOLUME-postPregnancy:-0.229 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.224 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.222 Diagnosis:9ccs243:Poisn nonmed:0.213 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.329 [0.044 2.481] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.180 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:-0.176 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.171 Maternal Maternal Lab History: FASTING-otherPregnancy:0.169 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.149 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.145 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.142 Lab:323825 STREP SCREEN THROAT - Sunrise:0.136 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.128 Diagnosis:9ccs212:Ot bone dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.128 [0.246 5.176] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs212:Ot bone dx:1.000 Diagnosis:9ccs62:Coag/hemr dx:0.125 Diagnosis:9ccs209:Ot acq defor:0.095 Diagnosis:9ccs89:Blindness:0.090 Diagnosis:9ccs51:Ot endo dsor:0.077 Newborn Diagnosis:9ccs96:Hrt valve dx:0.070 Maternal Diagnosis:9ccs176:Contraceptiv:0.067 Newborn Diagnosis:9ccs222:Perint jaund:0.066 Newborn Diagnosis:9ccs213:Cardiac anom:0.065 Newborn Diagnosis:9ccs223:Birth trauma:0.058 Maternal Maternal Lab History: eGFR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: eGFR-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:-0.273 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:-0.267 Maternal Maternal Procedure History:90658-postPregnancy:-0.232 Maternal Maternal Lab History: MUMPS IGG-postPregnancy:-0.229 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:-0.179 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.179 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.157 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:-0.155 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:-0.133 Maternal Maternal Lab History: PT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.024 [0.226 4.649] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: PT-postPregnancy:1.000 Maternal Maternal Lab History: INR-postPregnancy:0.659 Maternal Maternal Lab History: AMYLASE-postPregnancy:-0.332 Maternal Maternal Lab History: LDH-postPregnancy:-0.207 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.205 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.205 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.198 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.187 Maternal Maternal Lab History: URIC ACID-postPregnancy:-0.184 Maternal Maternal Lab History: Alk Phos-postPregnancy:-0.180 Maternal Diagnosis:9ccs84:Headache/mig | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.496 Correlated most with: Maternal Diagnosis:9ccs84:Headache/mig:1.000 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.137 Maternal Diagnosis:9ccs238:Complic proc:0.132 Maternal Vital: BMI Percentile-postPregnancy:-0.097 Maternal Diagnosis:9ccs196:Nml preg/del:-0.087 Diagnosis:9ccs215:gu cong anom:0.077 Maternal Maternal Procedure History:90471-otherPregnancy:0.073 Maternal Vital: Ht Percentile-postPregnancy:0.070 Maternal Vital: Wt Percentile-postPregnancy:-0.070 Maternal Diagnosis:9ccs168:PID:0.062 Vital: HC Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs238:Complic proc:-0.304 Maternal Maternal Lab History: eGFR-postPregnancy:-0.156 Diagnosis:9ccs3:Oth bact inf:0.144 Maternal Vital: SpO2-postPregnancy:-0.135 Maternal Maternal Lab History: MUMPS IGG-postPregnancy:-0.124 Maternal Diagnosis:9ccs49:DiabMel no c:-0.121 Diagnosis:9ccs95:Oth nerv dx:-0.106 Diagnosis:9ccs143:Abdom hernia:-0.099 Diagnosis:9ccs204:Ot joint dx:-0.091 Diagnosis:9ccs242:Poisn ot med:-0.091 Maternal Maternal Procedure History:90649-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 0.467 [0.060 3.610] | indivs AUC:0.486 Correlated most with: Maternal Maternal Procedure History:90649-postPregnancy:1.000 Maternal Maternal Procedure History:90471-postPregnancy:0.530 Maternal Maternal Procedure History:90472-postPregnancy:0.233 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.171 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.161 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.161 Maternal Maternal Lab History: MUMPS IGG-postPregnancy:-0.159 Maternal Maternal Lab History: UIBC-postPregnancy:0.153 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.151 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.148 Vital: BP-avg16to19 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.073 Diagnosis:9ccs96:Hrt valve dx:-0.068 Diagnosis:9ccs59:Anemia:0.066 Maternal Diagnosis:9ccs59:Anemia:-0.061 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.059 Maternal Diagnosis:9ccs186:DM in preg:-0.055 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.054 Maternal Vital: BP-postPregnancy:0.048 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.048 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.048 Maternal Maternal Procedure History:90658-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.507 Correlated most with: Maternal Maternal Procedure History:90658-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.608 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.594 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.422 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.402 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.398 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.317 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.308 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.266 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.237 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 40 | OR_unadj: nan [ nan nan] | indivs AUC:0.512 Correlated most with: Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:1.000 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.278 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.246 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.221 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.192 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.189 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.179 Maternal Maternal Procedure History:90656-otherPregnancy:-0.156 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.148 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.142 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:1.000 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.543 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.415 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.406 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.345 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.344 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.339 Maternal Maternal Procedure History:97110-postPregnancy:-0.288 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.285 Maternal Maternal Procedure History:97014-postPregnancy:-0.262 Maternal Vital: BMI Percentile-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 0.938 [0.209 4.218] | indivs AUC:0.505 Correlated most with: Maternal Vital: BMI Percentile-otherPregnancy:1.000 Maternal Vital: BMI Percentile-postPregnancy:0.571 Maternal Vital: Wt Percentile-otherPregnancy:0.279 Maternal Vital: Wt Percentile-postPregnancy:0.248 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.233 Maternal Vital: Wt-otherPregnancy:0.226 Maternal Vital: Ht Percentile-otherPregnancy:0.196 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.156 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.146 Maternal Maternal Procedure History:81000-otherPregnancy:0.143 Maternal Maternal Lab History: FERRITIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: FERRITIN-postPregnancy:1.000 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.743 Maternal Maternal Lab History: UIBC-postPregnancy:-0.731 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.335 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.317 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.309 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.299 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.223 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.196 Maternal Maternal Lab History: IRON-postPregnancy:0.195 Maternal Maternal Procedure History:96372-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.505 Correlated most with: Maternal Maternal Procedure History:96372-otherPregnancy:1.000 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.459 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.329 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.311 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.261 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.252 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.238 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.233 Maternal Maternal Lab History: RDW-otherPregnancy:0.216 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.212 Newborn Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs213:Cardiac anom:0.330 Diagnosis:9ccs96:Hrt valve dx:0.181 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.146 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.141 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.125 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.118 Maternal Diagnosis:9ccs128:Asthma:0.105 Maternal Diagnosis:9ccs6:Hepatitis:0.097 Maternal Diagnosis:9ccs163:Other GU dx:0.097 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.411 [0.298 6.685] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.468 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.225 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.225 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.215 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.207 Maternal Maternal Lab History: BUN-postPregnancy:0.192 Diagnosis:9ccs51:Ot endo dsor:0.192 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.169 Maternal Maternal Procedure History:90656-postPregnancy:0.165 Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.803 [0.181 3.555] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs215:gu cong anom:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.245 Maternal Diagnosis:9ccs46:Bnign ut neo:0.171 Newborn Diagnosis:9ccs253:Allergy:0.152 Diagnosis:9ccs163:Other GU dx:0.137 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.107 Maternal Diagnosis:9ccs5:HIV infectn:0.097 Diagnosis:9ccs2:Septicemia:0.097 Maternal Diagnosis:9ccs238:Complic proc:0.097 Diagnosis:9ccs143:Abdom hernia:0.092 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 2.527 [0.772 8.269] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.726 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.567 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.531 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.387 Maternal Vital: SpO2-postPregnancy:-0.373 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.368 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.331 Maternal Maternal Lab History: LDL-postPregnancy:0.305 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.259 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.474 Correlated most with: Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:1.000 Maternal Maternal Lab History: A/G-otherPregnancy:-0.300 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.272 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.264 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.257 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.250 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.241 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.236 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.227 Maternal Maternal Lab History: A/G-postPregnancy:-0.224 Diagnosis:9ccs153:GI hemorrhag | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.749 [0.170 3.295] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs153:GI hemorrhag:1.000 Diagnosis:9ccs154:Gastroent:0.188 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:0.176 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.161 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.155 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.146 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.139 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.139 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.134 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.133 Maternal Vital: Wt Percentile-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.892 [0.605 5.911] | indivs AUC:0.507 Correlated most with: Maternal Vital: Wt Percentile-postPregnancy:1.000 Maternal Vital: BMI Percentile-postPregnancy:0.578 Maternal Vital: Ht Percentile-postPregnancy:0.318 Maternal Vital: BMI Percentile-otherPregnancy:0.248 Maternal Vital: Wt Percentile-otherPregnancy:0.194 Maternal Maternal Procedure History:81025-postPregnancy:0.145 Maternal Vital: Wt-postPregnancy:0.136 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.134 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.120 Diagnosis:9ccs240:Burns:-0.110 Lab:323825 STREP SCREEN THROAT - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:1.000 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.487 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.424 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.423 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.230 Maternal Maternal Lab History: HCG-otherPregnancy:-0.224 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.224 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:0.215 Diagnosis:9ccs76:Meningitis:0.208 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:-0.197 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 38 | OR_unadj: nan [ nan nan] | indivs AUC:0.492 Correlated most with: Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.346 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.305 Maternal Maternal Lab History: ANION GAP-otherPregnancy:-0.226 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.208 Maternal Maternal Lab History: ESTRIOL-otherPregnancy:0.199 Maternal Vital: BMI-postPregnancy:0.195 Maternal Maternal Lab History: ANION GAP-postPregnancy:-0.189 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.188 Maternal Vital: Ht Percentile-otherPregnancy:-0.188 Maternal Maternal Lab History: URIC ACID-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: URIC ACID-postPregnancy:1.000 Maternal Maternal Procedure History:97140-postPregnancy:0.273 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.261 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.214 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.213 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.203 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:0.200 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.193 Maternal Maternal Lab History: PT-postPregnancy:-0.184 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.183 Maternal Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs159:UTI:1.000 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.242 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.204 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.189 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.185 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.157 Newborn Diagnosis:9ccs94:Other ear dx:-0.132 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.125 Maternal Diagnosis:9ccs181:Ot preg comp:0.108 Newborn Diagnosis:9ccs253:Allergy:0.107 Diagnosis:9ccs205:Back problem | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs205:Back problem:1.000 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.223 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.213 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.210 Diagnosis:9ccs168:PID:0.200 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.187 Maternal Maternal Lab History: PAPP-A-postPregnancy:0.158 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.146 Diagnosis:9ccs224:Ot perint dx:0.140 Maternal Diagnosis:9ccs69:Affective dx:0.125 Maternal Maternal Lab History: PH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 34 | OR_unadj: nan [ nan nan] | indivs AUC:0.505 Correlated most with: Maternal Maternal Lab History: PH-otherPregnancy:1.000 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.321 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.321 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.210 Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:-0.210 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.179 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.175 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.163 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.161 Maternal Vital: Wt Change-otherPregnancy:-0.158 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.335 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.307 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.244 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.198 Maternal Maternal Procedure History:81025-otherPregnancy:0.184 Maternal Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.178 Maternal Maternal Procedure History:81000-postPregnancy:0.173 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.169 Newborn Diagnosis:9ccs253:Allergy:0.169 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 3.408 [0.809 14.349] | indivs AUC:0.516 Correlated most with: Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:1.000 Maternal Maternal Procedure History:99211-otherPregnancy:0.414 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.345 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.337 Maternal Vital: Wt Percentile-otherPregnancy:0.327 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.324 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.290 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.275 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.269 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.263 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.562 [0.072 4.406] | indivs AUC:0.495 Correlated most with: Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:1.000 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.496 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.421 Maternal Maternal Lab History: INR-postPregnancy:-0.334 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:-0.289 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:-0.221 Maternal Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.211 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.190 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.189 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.188 Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.209 [0.345 4.239] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:1.000 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.228 Diagnosis:9ccs48:Thyroid dsor:0.193 Maternal Vital: Ht Percentile-otherPregnancy:0.190 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.158 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.130 Diagnosis:9ccs113:Late eff CVD:0.113 Maternal Diagnosis:9ccs69:Affective dx:0.104 Maternal Diagnosis:9ccs91:Other eye dx:0.104 Diagnosis:9ccs238:Complic proc:0.104 Diagnosis:9ccs51:Ot endo dsor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs51:Ot endo dsor:1.000 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.262 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.260 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.213 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.208 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.205 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.192 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.186 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.172 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.159 Maternal Maternal Lab History: INR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 32 | OR_unadj: 0.938 [0.209 4.218] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: INR-postPregnancy:1.000 Maternal Maternal Lab History: PT-postPregnancy:0.659 Maternal Maternal Lab History: PO2-postPregnancy:-0.351 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.334 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.321 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.295 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.269 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.268 Maternal Maternal Lab History: ALBUMIN-postPregnancy:0.266 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.263 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 32 | OR_unadj: 0.384 [0.091 1.618] | indivs AUC:0.493 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.468 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.262 Maternal Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.254 Maternal Vital: Ht-otherPregnancy:0.213 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.203 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.200 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.194 Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.194 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.180 Maternal Maternal Procedure History:90772-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Procedure History:90772-postPregnancy:1.000 Maternal Maternal Procedure History:J1055-postPregnancy:0.767 Maternal Maternal Procedure History:90746-postPregnancy:-0.451 Maternal Maternal Procedure History:81025-postPregnancy:0.339 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.253 Maternal Maternal Lab History: PH-postPregnancy:-0.174 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.156 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:-0.156 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.148 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:0.125 Maternal Maternal Lab History: FASTING-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 40 | OR_unadj: 1.128 [0.324 3.925] | indivs AUC:0.491 Correlated most with: Maternal Maternal Lab History: FASTING-otherPregnancy:1.000 Maternal Maternal Lab History: FASTING-postPregnancy:0.432 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.378 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.261 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.223 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.222 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.215 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.194 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.192 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.187 Maternal Diagnosis:9ccs61:Sickle cell | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 2.838 [0.705 11.421] | indivs AUC:0.518 Correlated most with: Maternal Diagnosis:9ccs61:Sickle cell:1.000 Diagnosis:9ccs61:Sickle cell:0.218 Maternal Maternal Procedure History:90746-postPregnancy:0.217 Maternal Maternal Procedure History:86580-postPregnancy:0.177 Maternal Vital: SpO2-postPregnancy:0.122 Maternal Diagnosis:9ccs58:Ot nutrit dx:0.120 Maternal Diagnosis:9ccs181:Ot preg comp:0.115 Maternal Vital: RR-postPregnancy:-0.109 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.089 Diagnosis:9ccs259:Unclassified:0.078 Diagnosis:9ccs61:Sickle cell | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs61:Sickle cell:1.000 Diagnosis:9ccs64:Ot hematl dx:0.232 Maternal Diagnosis:9ccs61:Sickle cell:0.218 Maternal Diagnosis:9ccs172:Ovarian cyst:0.146 Maternal Diagnosis:9ccs46:Bnign ut neo:0.113 Diagnosis:9ccs259:Unclassified:0.111 Newborn Diagnosis:9ccs256:Exam/eval:0.082 Maternal Diagnosis:9ccs190:Fetal distrs:0.078 Diagnosis:9ccs198:Ot infl skin:0.075 Lab:295669 BILIRUBIN DIRECT - LMC:0.070 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:1.000 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.878 Maternal Maternal Lab History: TP PERIOD-postPregnancy:0.433 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:0.417 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.295 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.236 Diagnosis:9ccs243:Poisn nonmed:0.213 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:-0.192 Lab:292495 LEAD LEVEL - Sunrise:-0.180 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.165 Maternal Maternal Procedure History:S9470-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: nan [ nan nan] | indivs AUC:0.505 Correlated most with: Maternal Maternal Procedure History:S9470-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.393 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.351 Maternal Maternal Procedure History:36415-otherPregnancy:0.211 Maternal Maternal Procedure History:99211-otherPregnancy:0.197 Maternal Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:-0.192 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.187 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.174 Maternal Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.171 Maternal Vital: BMI-postPregnancy:0.171 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.514 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.448 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.402 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.342 Maternal Maternal Lab History: ALT-otherPregnancy:0.295 Maternal Maternal Procedure History:36415-postPregnancy:0.218 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.182 Diagnosis:9ccs251:Abdomnl pain:0.144 Maternal Maternal Lab History: AST-otherPregnancy:0.139 Diagnosis:9ccs140:Gastritis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs140:Gastritis:1.000 Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.256 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.138 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:0.121 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.108 Maternal Maternal Procedure History:90471-postPregnancy:0.107 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.107 Maternal Diagnosis:9ccs163:Other GU dx:0.104 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:-0.102 Diagnosis:9ccs136:Teeth dx:0.096 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.468 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.230 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.195 Diagnosis:10ccs58:Ot nutrit dx:0.184 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.176 Diagnosis:9ccs154:Gastroent:0.164 Maternal Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:0.151 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.140 Diagnosis:9ccs2603:E Codes: Fall:0.140 Diagnosis:9ccs141:Ot dx stomch | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:1.000 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.205 Diagnosis:9ccs250:Nausea/vomit:0.120 Newborn Diagnosis:9ccs215:gu cong anom:0.100 Diagnosis:9ccs240:Burns:0.085 Maternal Diagnosis:9ccs48:Thyroid dsor:0.082 Diagnosis:9ccs215:gu cong anom:0.072 Diagnosis:9ccs138:Esophgeal dx:0.072 Diagnosis:9ccs224:Ot perint dx:0.071 Diagnosis:9ccs161:Ot dx kidney:0.070 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.634 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.573 Maternal Maternal Procedure History:90658-postPregnancy:0.398 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.375 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.335 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.329 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.285 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.280 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.266 * Maternal Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 3.571 [1.159 11.003] | indivs AUC:0.509 Correlated most with: Maternal Diagnosis:9ccs48:Thyroid dsor:1.000 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.244 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.243 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.224 Maternal Maternal Lab History: FREE T3-postPregnancy:-0.217 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.197 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.193 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.191 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.188 Maternal Maternal Procedure History:96372-otherPregnancy:0.187 Maternal Maternal Lab History: COLONY COUNT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Maternal Maternal Lab History: COLONY COUNT-postPregnancy:1.000 Diagnosis:9ccs117:Ot circul dx:0.312 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.224 Maternal Maternal Lab History: POTASSIUM-postPregnancy:0.122 Maternal Vital: Ht Percentile-otherPregnancy:-0.107 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.099 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.093 Maternal Maternal Lab History: BUN-postPregnancy:-0.092 Maternal Maternal Lab History: PLATELET COUNT-postPregnancy:0.088 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.077 Diagnosis:9ccs175:Ot femal gen | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs175:Ot femal gen:1.000 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.205 Maternal Vital: PL-otherPregnancy:-0.188 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.166 Maternal Diagnosis:9ccs172:Ovarian cyst:0.166 Maternal Maternal Procedure History:96372-postPregnancy:0.141 Maternal Diagnosis:9ccs46:Bnign ut neo:0.130 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.122 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:-0.117 Diagnosis:9ccs240:Burns:0.104 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.513 Correlated most with: Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.548 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.358 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.335 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.319 Maternal Maternal Procedure History:81025-otherPregnancy:0.246 Maternal Maternal Lab History: FREE T3-postPregnancy:0.219 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.204 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.198 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.186 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.314 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.307 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.291 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.250 Maternal Maternal Lab History: BUN-postPregnancy:0.236 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.205 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.192 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.190 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.182 Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:1.000 Diagnosis:9ccs64:Ot hematl dx:0.155 Diagnosis:9ccs134:Ot uppr resp:0.150 Diagnosis:9ccs89:Blindness:0.150 Diagnosis:9ccs212:Ot bone dx:0.125 Diagnosis:9ccs251:Abdomnl pain:0.120 Maternal Diagnosis:9ccs7:Viral infect:0.115 Diagnosis:9ccs154:Gastroent:0.086 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.066 Number of Visits:0.063 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.562 [0.072 4.406] | indivs AUC:0.505 Correlated most with: Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.585 Maternal Vital: Wt Percentile-otherPregnancy:0.365 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.345 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.325 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.309 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.240 Maternal Maternal Procedure History:81000-otherPregnancy:0.215 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.186 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.181 Vital: HC Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:-0.292 Maternal Maternal Procedure History:97014-postPregnancy:-0.111 Diagnosis:9ccs138:Esophgeal dx:-0.108 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.106 Diagnosis:9ccs250:Nausea/vomit:-0.100 Diagnosis:9ccs74:Ot mentl cnd:-0.082 Maternal Maternal Procedure History:97110-postPregnancy:-0.076 Diagnosis:9ccs133:Oth low resp:-0.071 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.069 Newborn Diagnosis:9ccs222:Perint jaund:-0.068 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.709 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.683 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.514 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.402 Maternal Maternal Procedure History:36415-postPregnancy:0.283 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.282 Diagnosis:9ccs251:Abdomnl pain:0.216 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.206 Maternal Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:-0.173 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 1.254 [0.269 5.836] | indivs AUC:0.507 Correlated most with: Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.291 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.237 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.215 Diagnosis:9ccs141:Ot dx stomch:0.205 Diagnosis:9ccs240:Burns:0.187 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.158 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.152 Maternal Maternal Lab History: PH-postPregnancy:0.123 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.121 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.408 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.334 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.189 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.184 Maternal Maternal Procedure History:36415-postPregnancy:0.154 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.134 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:0.125 Maternal Maternal Procedure History:36415-otherPregnancy:0.120 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.117 * Maternal Maternal Lab History: TP VOLUME-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 4.562 [1.217 17.105] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: TP VOLUME-postPregnancy:1.000 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.689 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.342 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.309 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.298 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.278 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.248 Maternal Maternal Lab History: TP PERIOD-postPregnancy:-0.229 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.202 Newborn Diagnosis:9ccs200:Oth skin dx:0.165 Vital: HC Percentile-gain3to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.491 Correlated most with: Maternal Maternal Procedure History:97014-postPregnancy:-0.193 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:-0.179 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.156 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.142 Maternal Maternal Procedure History:97110-postPregnancy:-0.133 Maternal Diagnosis:9ccs60:Acut p-h anm:-0.128 Newborn Diagnosis:9ccs95:Oth nerv dx:0.127 Maternal Diagnosis:9ccs172:Ovarian cyst:0.127 Maternal Maternal Lab History: AFP-otherPregnancy:-0.109 Diagnosis:9ccs216:Nerv cong an:0.100 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.432 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:-0.247 Maternal Diagnosis:9ccs159:UTI:0.242 Maternal Maternal Procedure History:S9470-otherPregnancy:0.194 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.191 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:-0.157 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.148 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.142 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.137 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:1.000 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.250 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:0.182 Maternal Maternal Lab History: BUN-otherPregnancy:-0.161 Maternal Diagnosis:9ccs5:HIV infectn:0.156 Maternal Maternal Lab History: LDL-otherPregnancy:0.154 Maternal Maternal Procedure History:S9470-postPregnancy:-0.148 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:0.148 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.144 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.140 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.820 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.559 Maternal Maternal Lab History: IRON-postPregnancy:0.487 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.478 Maternal Maternal Lab History: BUN-postPregnancy:0.234 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.200 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:-0.196 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.195 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.194 Maternal Maternal Lab History: LDH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 2.838 [0.705 11.421] | indivs AUC:0.491 Correlated most with: Maternal Maternal Lab History: LDH-otherPregnancy:1.000 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.528 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.220 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.218 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.214 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.189 Maternal Maternal Lab History: HEMATOCRIT-otherPregnancy:0.162 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.160 Maternal Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:-0.155 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.153 Maternal Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs163:Other GU dx:1.000 Maternal Maternal Lab History: SODIUM-otherPregnancy:-0.115 Maternal Diagnosis:9ccs196:Nml preg/del:-0.109 Newborn Diagnosis:9ccs96:Hrt valve dx:0.104 Diagnosis:9ccs140:Gastritis:0.104 Diagnosis:9ccs167:Breast dx:0.104 Diagnosis:9ccs213:Cardiac anom:0.102 Newborn Diagnosis:9ccs213:Cardiac anom:0.097 Diagnosis:10ccs58:Ot nutrit dx:0.088 Diagnosis:9ccs211:Ot conn tiss:0.085 Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs117:Ot circul dx:1.000 Maternal Maternal Lab History: COLONY COUNT-postPregnancy:0.312 Diagnosis:9ccs213:Cardiac anom:0.310 Diagnosis:9ccs96:Hrt valve dx:0.230 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.153 Maternal Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.119 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.092 Diagnosis:9ccs205:Back problem:0.091 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.088 Newborn Diagnosis:9ccs96:Hrt valve dx:0.083 * Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 40.510 [4.962 330.693] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:1.000 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.263 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:-0.248 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.230 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:-0.224 Maternal Maternal Lab History: TP PERIOD-postPregnancy:-0.224 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.203 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:-0.158 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.153 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.150 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.507 Correlated most with: Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.818 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.663 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.635 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.440 Maternal Maternal Lab History: INR-otherPregnancy:0.412 Maternal Maternal Lab History: LDH-postPregnancy:0.403 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.367 Maternal Maternal Lab History: PTT-otherPregnancy:0.346 Maternal Maternal Lab History: A/G-otherPregnancy:0.279 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.491 Correlated most with: Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:1.000 Maternal Maternal Lab History: TP PERIOD-postPregnancy:0.953 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.417 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.281 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.248 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:0.242 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.233 Diagnosis:9ccs243:Poisn nonmed:0.205 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.183 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.175 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.513 Correlated most with: Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.478 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.469 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.464 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.464 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.464 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.398 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.354 Maternal Maternal Procedure History:81025-otherPregnancy:0.341 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.329 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.505 Correlated most with: Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:1.000 Maternal Maternal Lab History: URINE CULTURE-postPregnancy:0.565 Maternal Maternal Lab History: RDW-otherPregnancy:0.183 Maternal Vital: Ht Percentile-otherPregnancy:0.164 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.161 Maternal Vital: Ht Percentile-postPregnancy:0.159 Maternal Maternal Lab History: BUN-otherPregnancy:-0.139 Maternal Maternal Lab History: SODIUM-otherPregnancy:-0.132 Maternal Vital: Wt Change-otherPregnancy:-0.132 Maternal Vital: BMI-postPregnancy:0.121 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:1.000 Maternal Maternal Procedure History:87880-postPregnancy:0.457 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.448 Maternal Maternal Lab History: PTT-postPregnancy:0.229 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.171 Diagnosis:9ccs123:Influenza:0.162 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.156 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:-0.137 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.122 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.119 Vital: HC Percentile-gain5to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.514 Correlated most with: Maternal Maternal Procedure History:97014-postPregnancy:0.154 Diagnosis:9ccs3:Oth bact inf:0.124 Diagnosis:9ccs163:Other GU dx:0.114 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:-0.113 Maternal Maternal Procedure History:97110-postPregnancy:0.106 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.101 Maternal Diagnosis:9ccs172:Ovarian cyst:-0.101 Diagnosis:9ccs238:Complic proc:-0.084 Diagnosis:9ccs216:Nerv cong an:-0.080 Maternal Diagnosis:9ccs60:Acut p-h anm:0.080 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 28 | OR_unadj: 3.408 [0.809 14.349] | indivs AUC:0.509 Correlated most with: Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:1.000 Maternal Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.554 Maternal Maternal Procedure History:90472-postPregnancy:0.349 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.306 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.218 Maternal Maternal Procedure History:97001-postPregnancy:0.204 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.199 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.183 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.169 Maternal Maternal Procedure History:J1055-postPregnancy:-0.154 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.510 Correlated most with: Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.610 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.606 Maternal Maternal Lab History: PO2-postPregnancy:0.470 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.450 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.438 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.397 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.308 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.307 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.302 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:1.000 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.328 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.225 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.220 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.204 Maternal Maternal Procedure History:S9470-postPregnancy:0.187 Maternal Maternal Lab History: MCV-otherPregnancy:-0.179 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.174 Maternal Maternal Lab History: URINE CULTURE-otherPregnancy:0.161 Maternal Maternal Lab History: RDW-otherPregnancy:0.159 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:1.000 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.855 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.798 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.726 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.644 Maternal Vital: SpO2-postPregnancy:-0.567 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.404 Maternal Vital: RR-postPregnancy:0.344 Diagnosis:9ccs242:Poisn ot med:0.336 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.315 Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs216:Nerv cong an:1.000 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:0.168 Newborn Diagnosis:9ccs95:Oth nerv dx:0.155 Maternal Diagnosis:9ccs5:HIV infectn:0.141 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.136 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.136 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.120 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:-0.113 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:-0.113 Diagnosis:9ccs208:Acq foot def:0.102 Diagnosis:9ccs76:Meningitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.938 [0.209 4.218] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs76:Meningitis:1.000 Maternal Maternal Lab History: A/G-otherPregnancy:-0.318 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.242 Maternal Maternal Lab History: A/G-postPregnancy:-0.229 Lab:323825 STREP SCREEN THROAT - Sunrise:0.208 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.191 Maternal Maternal Lab History: GLOBULIN-postPregnancy:0.188 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.181 Maternal Maternal Procedure History:86703-postPregnancy:0.175 Maternal Maternal Procedure History:97001-postPregnancy:0.170 Newborn Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs0:No DX:1.000 Newborn Diagnosis:9ccs94:Other ear dx:-0.294 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.234 Diagnosis:9ccs214:GI cong anom:0.125 Maternal Maternal Lab History: EOSINOPHIL-otherPregnancy:0.103 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.092 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.091 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:-0.091 Maternal Maternal Procedure History:36415-otherPregnancy:0.084 Diagnosis:9ccs209:Ot acq defor:0.075 Maternal Maternal Lab History: GAMMA GT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: GAMMA GT-otherPregnancy:1.000 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.586 Maternal Maternal Lab History: LDH-otherPregnancy:0.528 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.516 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.423 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.238 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.220 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.207 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.194 Maternal Vital: RR-otherPregnancy:-0.193 Diagnosis:9ccs240:Burns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs240:Burns:1.000 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.187 Maternal Maternal Procedure History:58300-postPregnancy:0.135 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.125 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.125 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.119 Diagnosis:9ccs127:COPD:0.117 Diagnosis:9ccs2:Septicemia:0.113 Maternal Maternal Procedure History:97112-postPregnancy:0.113 Maternal Vital: Wt Percentile-postPregnancy:-0.110 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.231 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:-0.198 Diagnosis:9ccs208:Acq foot def:0.193 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.185 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.176 Maternal Maternal Lab History: NT MoM-otherPregnancy:-0.176 Maternal Maternal Lab History: HCG-otherPregnancy:-0.173 Maternal Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.154 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.149 Maternal Maternal Procedure History:90472-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.511 Correlated most with: Maternal Maternal Procedure History:90472-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.349 Maternal Maternal Procedure History:90649-postPregnancy:0.233 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.195 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.187 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.144 Maternal Maternal Lab History: CHLORIDE-postPregnancy:-0.140 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.139 Maternal Maternal Lab History: VLDL-postPregnancy:0.138 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.136 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:1.000 Maternal Maternal Procedure History:90663-postPregnancy:0.361 Maternal Maternal Procedure History:90470-postPregnancy:0.361 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.314 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.233 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.228 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.205 Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:-0.190 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.167 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.165 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.485 Correlated most with: Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:1.000 Maternal Maternal Procedure History:97140-postPregnancy:0.704 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.513 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.477 Maternal Maternal Procedure History:97110-postPregnancy:0.347 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.326 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.306 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.269 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.261 Maternal Maternal Lab History: PTT-postPregnancy:-0.256 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.489 Correlated most with: Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:1.000 Maternal Diagnosis:9ccs69:Affective dx:0.290 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:-0.236 Newborn Diagnosis:9ccs253:Allergy:0.205 Diagnosis:9ccs205:Back problem:0.187 Maternal Maternal Procedure History:97140-postPregnancy:-0.169 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.160 Diagnosis:9ccs83:Epilepsy/cnv:0.158 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.151 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.146 Vital: HC Percentile-gain10to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.516 Correlated most with: Diagnosis:9ccs204:Ot joint dx:0.133 Diagnosis:9ccs242:Poisn ot med:0.133 Maternal Maternal Procedure History:86703-postPregnancy:0.114 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.100 Diagnosis:9ccs251:Abdomnl pain:0.098 Diagnosis:9ccs167:Breast dx:0.094 Diagnosis:9ccs238:Complic proc:-0.090 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:0.089 Maternal Maternal Lab History: PTT-postPregnancy:-0.087 Diagnosis:9ccs153:GI hemorrhag:0.086 Newborn Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs200:Oth skin dx:1.000 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.296 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.268 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.258 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.199 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.175 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.165 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.134 Newborn Diagnosis:9ccs215:gu cong anom:0.122 Diagnosis:9ccs95:Oth nerv dx:0.108 Maternal Vital: SpO2-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.504 Correlated most with: Maternal Vital: SpO2-postPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.567 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:-0.542 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.527 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:-0.402 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:-0.373 Maternal Vital: RR-postPregnancy:-0.361 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.296 Diagnosis:9ccs242:Poisn ot med:-0.230 Maternal Maternal Lab History: LDL-postPregnancy:-0.221 Vital: HC Percentile-gain7to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs204:Ot joint dx:-0.148 Diagnosis:9ccs242:Poisn ot med:-0.148 Diagnosis:9ccs3:Oth bact inf:-0.121 Diagnosis:9ccs251:Abdomnl pain:-0.109 Newborn Diagnosis:9ccs95:Oth nerv dx:0.106 Diagnosis:9ccs167:Breast dx:-0.105 Diagnosis:9ccs238:Complic proc:0.096 Diagnosis:9ccs216:Nerv cong an:0.084 Diagnosis:9ccs8:Oth infectns:-0.069 Newborn Diagnosis:9ccs96:Hrt valve dx:0.067 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.491 Correlated most with: Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.378 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.273 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.225 Diagnosis:9ccs123:Influenza:0.191 Maternal Diagnosis:9ccs6:Hepatitis:0.181 Maternal Maternal Procedure History:90656-postPregnancy:0.152 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.148 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:-0.143 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:-0.137 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.364 Maternal Maternal Lab History: Varicella IgG-postPregnancy:0.277 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:-0.235 Maternal Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.230 Maternal Maternal Lab History: PT-otherPregnancy:-0.200 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.174 Maternal Maternal Procedure History:90471-postPregnancy:0.150 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:-0.150 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.148 Newborn Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.411 [0.298 6.685] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs253:Allergy:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.240 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.224 Newborn Diagnosis:9ccs221:Resp distres:0.220 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.205 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.187 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.183 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.180 Maternal Diagnosis:9ccs184:Early labor:0.176 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.169 * Maternal Maternal Lab History: 2 HOUR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 3.799 [1.064 13.558] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: 2 HOUR-otherPregnancy:1.000 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.603 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.589 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.470 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.417 Maternal Maternal Procedure History:99211-otherPregnancy:0.324 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.246 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.227 Maternal Maternal Lab History: FASTING-postPregnancy:0.215 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:0.208 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:1.000 Maternal Maternal Lab History: IRON-postPregnancy:-0.302 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:-0.247 Maternal Maternal Lab History: BUN-postPregnancy:0.239 Maternal Maternal Lab History: ANION GAP-postPregnancy:-0.193 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.182 Maternal Maternal Lab History: FERRITIN-postPregnancy:-0.153 Maternal Maternal Lab History: INR-postPregnancy:0.136 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:-0.127 Maternal Maternal Lab History: PTT-postPregnancy:-0.107 Newborn Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs215:gu cong anom:1.000 Diagnosis:9ccs161:Ot dx kidney:0.400 Diagnosis:9ccs215:gu cong anom:0.245 Diagnosis:9ccs2:Septicemia:0.132 Newborn Diagnosis:9ccs200:Oth skin dx:0.122 Maternal Diagnosis:9ccs46:Bnign ut neo:0.113 Diagnosis:9ccs141:Ot dx stomch:0.100 Maternal Maternal Lab History: MPV-postPregnancy:0.069 Diagnosis:9ccs223:Birth trauma:0.067 Diagnosis:9ccs234:Crush injury:0.058 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.468 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:-0.333 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.268 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.268 Maternal Maternal Procedure History:90656-postPregnancy:0.268 Diagnosis:9ccs51:Ot endo dsor:0.205 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.180 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.158 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.154 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:-0.517 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.491 Maternal Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:-0.333 Diagnosis:9ccs214:GI cong anom:0.264 Maternal Diagnosis:9ccs188:Pelvic obstr:0.165 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.128 Maternal Maternal Procedure History:86580-otherPregnancy:0.122 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.115 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.105 Maternal Maternal Lab History: GFR in African American-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.562 [0.072 4.406] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: GFR in African American-postPregnancy:1.000 Maternal Maternal Lab History: GFR Calculation-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.345 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.268 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.264 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.225 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.202 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.185 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:-0.183 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.169 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 42 | OR_unadj: 1.128 [0.246 5.176] | indivs AUC:0.503 Correlated most with: Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.549 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.536 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.512 Maternal Maternal Procedure History:90658-postPregnancy:0.402 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.341 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.337 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.336 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.317 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.316 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.509 Correlated most with: Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.503 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.491 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.491 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.336 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.329 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.329 Maternal Maternal Procedure History:90658-postPregnancy:0.317 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.245 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:0.242 Vital: BP-avg19to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs2:Septicemia:-0.124 Maternal Diagnosis:9ccs62:Coag/hemr dx:-0.124 Diagnosis:9ccs159:UTI:0.085 Diagnosis:9ccs58:Ot nutrit dx:0.083 Diagnosis:9ccs224:Ot perint dx:-0.082 Diagnosis:9ccs83:Epilepsy/cnv:-0.074 Diagnosis:9ccs208:Acq foot def:0.068 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.068 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.068 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.058 Maternal Maternal Lab History: URINE SUGAR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: URINE SUGAR-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:-0.286 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.272 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:0.230 Maternal Maternal Lab History: INR-otherPregnancy:-0.206 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.130 Maternal Maternal Lab History: INR-postPregnancy:-0.123 Maternal Maternal Lab History: SODIUM-otherPregnancy:0.116 Maternal Maternal Lab History: PT-postPregnancy:-0.107 Newborn Diagnosis:9ccs217:Ot cong anom:0.106 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: nan [ nan nan] | indivs AUC:0.507 Correlated most with: Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.790 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.683 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.580 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.512 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.448 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.370 Maternal Maternal Procedure History:36415-postPregnancy:0.364 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.361 Maternal Maternal Procedure History:90658-postPregnancy:0.266 Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: nan [ nan nan] | indivs AUC:0.473 Correlated most with: Maternal Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.460 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.192 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.160 Maternal Vital: RR-postPregnancy:-0.154 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.147 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:-0.129 Maternal Maternal Procedure History:99211-otherPregnancy:-0.121 Maternal Maternal Lab History: A/G-postPregnancy:-0.116 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.107 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.663 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.659 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.568 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.337 Maternal Maternal Lab History: INR-otherPregnancy:0.335 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.298 Maternal Maternal Lab History: PTT-otherPregnancy:0.282 Maternal Maternal Lab History: A/G-otherPregnancy:0.270 Maternal Maternal Lab History: LDH-postPregnancy:0.257 Maternal Maternal Lab History: Varicella IgG-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: Varicella IgG-postPregnancy:1.000 Newborn Diagnosis:9ccs221:Resp distres:-0.285 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.277 Maternal Maternal Lab History: RUBELLA-postPregnancy:-0.216 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:-0.192 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.168 Maternal Maternal Procedure History:90746-postPregnancy:0.161 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.141 Maternal Maternal Lab History: AST (SGOT)-postPregnancy:-0.133 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.128 Maternal Maternal Lab History: HERPES I IgG-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.491 Correlated most with: Maternal Maternal Lab History: HERPES I IgG-postPregnancy:1.000 Maternal Maternal Procedure History:36415-postPregnancy:0.247 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.151 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:0.147 Maternal Maternal Lab History: ANION GAP-otherPregnancy:-0.144 Maternal Maternal Lab History: ANION GAP-postPregnancy:-0.141 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.128 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.105 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.092 Maternal Maternal Lab History: URINE PH-postPregnancy:0.090 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:1.000 Maternal Maternal Lab History: FREE T3-postPregnancy:0.293 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.253 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.236 Diagnosis:9ccs175:Ot femal gen:0.205 Maternal Maternal Lab History: A/G-otherPregnancy:0.197 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.189 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.172 Maternal Vital: HR-postPregnancy:-0.169 Maternal Maternal Lab History: A/G-postPregnancy:0.164 Diagnosis:9ccs204:Ot joint dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs204:Ot joint dx:1.000 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.319 Diagnosis:9ccs242:Poisn ot med:0.283 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.241 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.213 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.200 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.194 Diagnosis:9ccs211:Ot conn tiss:0.163 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.131 Maternal Vital: BMI Percentile-otherPregnancy:-0.105 Maternal Maternal Lab History: HERPES II IgG-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.494 Correlated most with: Maternal Maternal Lab History: HERPES II IgG-postPregnancy:1.000 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.743 Maternal Maternal Lab History: UIBC-postPregnancy:-0.663 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.353 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.344 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:-0.267 Maternal Maternal Lab History: PO2-postPregnancy:-0.203 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.191 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:-0.177 Maternal Maternal Lab History: PH-postPregnancy:0.171 Maternal Maternal Lab History: FREE T-4-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 5.669 [0.795 40.431] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: FREE T-4-otherPregnancy:1.000 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.725 Maternal Maternal Lab History: FREE T3-postPregnancy:0.327 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.324 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.313 Maternal Maternal Lab History: MAGNESIUM-postPregnancy:0.312 Maternal Diagnosis:9ccs98:HTN:-0.270 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.265 Newborn Diagnosis:9ccs95:Oth nerv dx:0.242 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:-0.220 Vital: HC Percentile-avg5to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:-0.125 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:0.092 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:0.087 Maternal Maternal Procedure History:97014-postPregnancy:-0.083 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.081 Diagnosis:9ccs239:Superfic inj:-0.080 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:-0.069 Newborn Diagnosis:9ccs95:Oth nerv dx:0.068 Maternal Diagnosis:9ccs172:Ovarian cyst:0.068 Maternal Diagnosis:9ccs191:Amnios dx:-0.066 Maternal Maternal Procedure History:90746-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:90746-postPregnancy:1.000 Maternal Maternal Procedure History:90772-postPregnancy:-0.451 Maternal Maternal Procedure History:86580-postPregnancy:0.384 Maternal Maternal Procedure History:J1055-postPregnancy:-0.363 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.259 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.240 Maternal Diagnosis:9ccs61:Sickle cell:0.217 Maternal Maternal Procedure History:90471-postPregnancy:0.190 Maternal Maternal Lab History: Varicella IgG-postPregnancy:0.161 Maternal Maternal Procedure History:81025-postPregnancy:-0.157 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:1.000 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.878 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:0.281 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:-0.275 Maternal Maternal Lab History: TP PERIOD-postPregnancy:0.222 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.193 Maternal Maternal Lab History: RUBELLA-postPregnancy:0.156 Maternal Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.156 Maternal Maternal Lab History: PTT-postPregnancy:0.143 Diagnosis:9ccs243:Poisn nonmed:0.137 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.491 Correlated most with: Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:1.000 Maternal Maternal Lab History: PO2-postPregnancy:-0.391 Maternal Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:-0.275 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.247 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.246 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.240 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.229 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.200 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:-0.198 Maternal Diagnosis:9ccs83:Epilepsy/cnv:-0.192 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.493 Correlated most with: Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:1.000 Maternal Maternal Lab History: FREE T3-postPregnancy:0.577 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.427 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.426 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.417 Maternal Maternal Lab History: FREE T-4-otherPregnancy:0.313 Maternal Maternal Procedure History:90658-postPregnancy:0.308 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.305 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.298 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.280 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:1.000 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.362 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.360 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.307 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.299 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.293 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.251 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:-0.240 Maternal Maternal Lab History: PT-postPregnancy:0.187 Diagnosis:9ccs89:Blindness:0.160 * Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 5.688 [1.142 28.338] | indivs AUC:0.516 Correlated most with: Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.367 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.336 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.298 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.292 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.212 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:-0.205 Maternal Vital: Wt-otherPregnancy:0.204 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.199 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.191 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.284 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.284 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.261 Lab:323825 STREP SCREEN THROAT - Sunrise:0.224 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.223 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.210 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.210 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.208 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.205 Maternal Maternal Lab History: MAGNESIUM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: MAGNESIUM-postPregnancy:1.000 Maternal Maternal Lab History: CALCIUM-postPregnancy:-0.342 Maternal Maternal Lab History: FREE T-4-otherPregnancy:0.312 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.291 Maternal Maternal Lab History: PTT-postPregnancy:-0.288 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.276 Maternal Maternal Lab History: PO2-postPregnancy:0.262 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.254 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.253 Maternal Maternal Lab History: INR-postPregnancy:-0.251 Diagnosis:9ccs208:Acq foot def | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs208:Acq foot def:1.000 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.193 Maternal Maternal Lab History: FREE T-4-postPregnancy:0.148 Diagnosis:9ccs95:Oth nerv dx:0.129 Diagnosis:9ccs211:Ot conn tiss:0.127 Maternal Maternal Lab History: URIC ACID-postPregnancy:-0.125 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.119 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.118 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.117 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.109 Maternal Diagnosis:9ccs6:Hepatitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.509 Correlated most with: Maternal Diagnosis:9ccs6:Hepatitis:1.000 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.334 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.181 Maternal Maternal Procedure History:90656-postPregnancy:0.146 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:-0.122 Maternal Diagnosis:9ccs48:Thyroid dsor:0.109 Maternal Diagnosis:9ccs7:Viral infect:0.104 Diagnosis:9ccs213:Cardiac anom:0.102 Newborn Diagnosis:9ccs213:Cardiac anom:0.097 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.094 Vital: HC Percentile-avg7to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs238:Complic proc:-0.367 Diagnosis:9ccs204:Ot joint dx:0.161 Diagnosis:9ccs242:Poisn ot med:0.161 Maternal Diagnosis:9ccs49:DiabMel no c:-0.146 Diagnosis:9ccs95:Oth nerv dx:-0.128 Diagnosis:9ccs143:Abdom hernia:-0.119 Diagnosis:9ccs251:Abdomnl pain:0.118 Diagnosis:9ccs167:Breast dx:0.114 Newborn Diagnosis:9ccs94:Other ear dx:0.111 Diagnosis:9ccs138:Esophgeal dx:-0.111 Newborn Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.511 Correlated most with: Newborn Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.280 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.235 Diagnosis:9ccs96:Hrt valve dx:0.220 Newborn Diagnosis:9ccs224:Ot perint dx:0.129 Maternal Diagnosis:9ccs172:Ovarian cyst:0.115 Diagnosis:9ccs211:Ot conn tiss:0.111 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.108 Maternal Diagnosis:9ccs163:Other GU dx:0.104 Maternal Vital: RR-postPregnancy:-0.094 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.485 Correlated most with: Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.644 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.605 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.531 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.518 Maternal Vital: SpO2-postPregnancy:-0.402 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.401 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.306 Diagnosis:9ccs242:Poisn ot med:0.262 Maternal Maternal Lab History: LDL-postPregnancy:0.252 Maternal Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs83:Epilepsy/cnv:1.000 Maternal Maternal Lab History: PO2-postPregnancy:0.408 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.268 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.262 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.252 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.235 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.231 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:-0.192 Maternal Maternal Lab History: INR-postPregnancy:-0.173 Maternal Maternal Procedure History:96372-postPregnancy:0.167 Diagnosis:9ccs214:GI cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs214:GI cong anom:1.000 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.264 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.192 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.156 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:-0.132 Newborn Diagnosis:9ccs0:No DX:0.125 Maternal Diagnosis:9ccs238:Complic proc:0.113 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.109 Maternal Maternal Lab History: HCG-postPregnancy:0.108 Maternal Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:-0.106 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.637 Maternal Maternal Procedure History:87880-postPregnancy:0.517 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.440 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.418 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.390 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.244 Maternal Maternal Lab History: AMYLASE-postPregnancy:0.211 Maternal Maternal Procedure History:90470-postPregnancy:0.207 Maternal Maternal Procedure History:90663-postPregnancy:0.207 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:1.000 Maternal Maternal Lab History: IRON-postPregnancy:-0.279 Maternal Diagnosis:9ccs128:Asthma:0.153 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.148 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.147 Maternal Maternal Lab History: HEMATOCRIT-postPregnancy:-0.147 Maternal Maternal Lab History: FERRITIN-postPregnancy:-0.140 Maternal Maternal Lab History: RBC-postPregnancy:-0.136 Maternal Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:-0.124 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.120 Maternal Diagnosis:9ccs46:Bnign ut neo | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.496 Correlated most with: Maternal Diagnosis:9ccs46:Bnign ut neo:1.000 Diagnosis:9ccs215:gu cong anom:0.171 Maternal Diagnosis:9ccs172:Ovarian cyst:0.155 Maternal Diagnosis:9ccs5:HIV infectn:0.141 Diagnosis:9ccs175:Ot femal gen:0.130 Diagnosis:9ccs61:Sickle cell:0.113 Newborn Diagnosis:9ccs215:gu cong anom:0.113 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.105 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.105 Diagnosis:9ccs208:Acq foot def:0.102 * Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 5.688 [1.142 28.338] | indivs AUC:0.509 Correlated most with: Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:-0.393 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.385 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.320 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.289 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.225 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.220 Maternal Diagnosis:9ccs98:HTN:0.211 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.194 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.194 Diagnosis:9ccs238:Complic proc | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs238:Complic proc:1.000 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.415 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.406 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.271 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:-0.204 Maternal Maternal Procedure History:81025-otherPregnancy:0.194 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:-0.190 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.145 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.144 Maternal Maternal Procedure History:36415-otherPregnancy:0.141 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:1.000 Maternal Maternal Lab History: T-3(Total)-postPregnancy:0.328 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.305 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:-0.286 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.267 Diagnosis:9ccs204:Ot joint dx:0.241 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.209 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.143 Diagnosis:9ccs211:Ot conn tiss:0.143 Maternal Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.139 Maternal Maternal Lab History: GFR Calculation-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: GFR Calculation-postPregnancy:1.000 Maternal Maternal Lab History: GFR in African American-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.344 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.268 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.265 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.225 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.201 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.186 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:-0.184 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.171 Maternal Maternal Lab History: IRON-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: IRON-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.491 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.487 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.351 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.331 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:-0.302 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.288 Maternal Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.279 Maternal Maternal Procedure History:97001-postPregnancy:0.239 Maternal Maternal Lab History: FERRITIN-postPregnancy:0.195 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.840 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.547 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:-0.414 Diagnosis:9ccs238:Complic proc:0.406 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:-0.385 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.284 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.281 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.281 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.225 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.505 Correlated most with: Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.709 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.606 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.550 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.526 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.464 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.317 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.262 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.259 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:-0.232 Maternal Maternal Lab History: Immunoglobulin E-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: Immunoglobulin E-postPregnancy:1.000 Maternal Vital: Wt Change-otherPregnancy:0.335 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.215 Maternal Maternal Lab History: FREE T3-postPregnancy:-0.160 Maternal Vital: PL-postPregnancy:-0.134 Newborn Diagnosis:9ccs217:Ot cong anom:0.124 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.120 Newborn Diagnosis:9ccs94:Other ear dx:-0.120 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.097 Maternal Maternal Lab History: BASOPHIL-postPregnancy:0.093 Maternal Diagnosis:9ccs238:Complic proc | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Diagnosis:9ccs238:Complic proc:1.000 Maternal Maternal Lab History: PTT-otherPregnancy:-0.240 Maternal Maternal Lab History: PT-otherPregnancy:-0.205 Maternal Diagnosis:9ccs84:Headache/mig:0.132 Diagnosis:9ccs214:GI cong anom:0.113 Maternal Maternal Lab History: INR-otherPregnancy:-0.112 Diagnosis:9ccs244:Other injury:0.099 Diagnosis:9ccs122:Pneumonia:0.098 Diagnosis:9ccs215:gu cong anom:0.097 Maternal Maternal Lab History: URIC ACID-otherPregnancy:-0.094 Maternal Maternal Procedure History:97112-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:97112-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.372 Maternal Maternal Procedure History:97110-postPregnancy:0.302 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.300 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.236 Maternal Maternal Procedure History:97001-postPregnancy:-0.222 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.195 Maternal Maternal Diagnosis:9ccs168:PID-postPregnancy:0.183 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.142 Diagnosis:9ccs76:Meningitis:-0.139 Diagnosis:9ccs242:Poisn ot med | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs242:Poisn ot med:1.000 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.339 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.336 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.329 Diagnosis:9ccs204:Ot joint dx:0.283 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.262 Maternal Vital: SpO2-postPregnancy:-0.230 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.217 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.173 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.159 Maternal Maternal Procedure History:90470-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.505 Correlated most with: Maternal Maternal Procedure History:90470-postPregnancy:1.000 Maternal Maternal Procedure History:90663-postPregnancy:0.992 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.502 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.361 Maternal Maternal Lab History: ALT-postPregnancy:0.346 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.294 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.262 Maternal Maternal Lab History: AMYLASE-postPregnancy:0.251 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.241 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.207 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:-0.362 Maternal Maternal Lab History: FERRITIN-postPregnancy:-0.335 Maternal Maternal Lab History: IRON-postPregnancy:-0.331 Maternal Diagnosis:9ccs5:HIV infectn:0.287 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.198 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:-0.185 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.184 Maternal Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.182 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:-0.181 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.604 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.580 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.514 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.342 Maternal Maternal Procedure History:36415-postPregnancy:0.283 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.264 Diagnosis:9ccs214:GI cong anom:0.192 Maternal Vital: PL-otherPregnancy:0.188 Maternal Vital: Temp-otherPregnancy:0.185 Maternal Maternal Procedure History:97110-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Procedure History:97110-postPregnancy:1.000 Maternal Maternal Procedure History:97014-postPregnancy:0.536 Maternal Maternal Procedure History:97140-postPregnancy:0.369 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.347 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.320 Maternal Maternal Procedure History:97112-postPregnancy:0.302 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.298 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.288 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.240 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.203 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: nan [ nan nan] | indivs AUC:0.505 Correlated most with: Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.360 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.291 Maternal Maternal Lab History: 3 HOUR-postPregnancy:0.252 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.221 Maternal Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.221 Maternal Maternal Lab History: INR-postPregnancy:0.202 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.194 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.185 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.182 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:1.000 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.468 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.467 Maternal Maternal Lab History: BUN-otherPregnancy:0.334 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:-0.299 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.255 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.230 Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.204 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.203 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:-0.203 Maternal Maternal Lab History: PROLACTIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: PROLACTIN-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.362 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.331 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.327 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.315 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.242 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.210 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.202 Newborn Diagnosis:9ccs200:Oth skin dx:0.175 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.163 Maternal Vital: Ht Percentile-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Vital: Ht Percentile-otherPregnancy:1.000 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.341 Maternal Vital: Ht Percentile-postPregnancy:0.284 Maternal Vital: Wt Percentile-otherPregnancy:0.248 Maternal Diagnosis:9ccs149:Biliary dx:0.239 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:-0.200 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.200 Maternal Vital: BMI Percentile-otherPregnancy:0.196 Diagnosis:9ccs83:Epilepsy/cnv:0.190 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:-0.188 Diagnosis:9ccs2:Septicemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2:Septicemia:1.000 Maternal Maternal Procedure History:58300-postPregnancy:0.191 Maternal Maternal Lab History: FASTING-postPregnancy:-0.169 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.164 Newborn Diagnosis:9ccs215:gu cong anom:0.132 Maternal Maternal Lab History: AFP-postPregnancy:0.126 Diagnosis:9ccs240:Burns:0.113 Diagnosis:9ccs215:gu cong anom:0.097 Diagnosis:9ccs83:Epilepsy/cnv:0.094 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.086 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:1.000 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.477 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.446 Maternal Maternal Lab History: HCG-otherPregnancy:0.429 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.408 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.379 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.362 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.314 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.311 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.254 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.493 Correlated most with: Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:1.000 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.895 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.633 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.522 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.418 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.406 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.266 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.238 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.229 Newborn Diagnosis:9ccs95:Oth nerv dx:0.158 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:1.000 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.685 Maternal Maternal Lab History: A/G-otherPregnancy:-0.595 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.248 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.246 Maternal Maternal Procedure History:S9470-otherPregnancy:0.239 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.235 Maternal Maternal Procedure History:86703-otherPregnancy:0.224 Maternal Maternal Procedure History:86703-postPregnancy:0.221 Maternal Maternal Lab History: PH-otherPregnancy:-0.210 * Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 17.087 [1.770 164.921] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:1.000 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.689 Maternal Diagnosis:9ccs98:HTN:0.229 Maternal Diagnosis:9ccs149:Biliary dx:0.217 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.181 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:-0.175 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.172 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.165 Maternal Maternal Lab History: TP PERIOD-postPregnancy:-0.147 Maternal Diagnosis:9ccs188:Pelvic obstr:0.124 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:1.000 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.448 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.417 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.415 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.408 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.389 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.385 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.329 Maternal Maternal Lab History: HCG-otherPregnancy:-0.288 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.257 Vital: HC Percentile-avg10to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs238:Complic proc:-0.305 Maternal Diagnosis:9ccs49:DiabMel no c:-0.122 Diagnosis:9ccs95:Oth nerv dx:-0.106 Newborn Diagnosis:9ccs96:Hrt valve dx:0.096 Newborn Diagnosis:9ccs94:Other ear dx:0.093 Diagnosis:9ccs138:Esophgeal dx:-0.093 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.075 Newborn Diagnosis:9ccs219:Low birth wt:-0.070 Diagnosis:9ccs140:Gastritis:0.069 Newborn Diagnosis:9ccs256:Exam/eval:-0.069 Maternal Maternal Lab History: HCG-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.505 Correlated most with: Maternal Maternal Lab History: HCG-otherPregnancy:1.000 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.429 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.370 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.346 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.288 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.281 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.224 Maternal Maternal Lab History: BUN-otherPregnancy:0.202 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.199 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.173 Maternal Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.509 Correlated most with: Maternal Diagnosis:9ccs91:Other eye dx:1.000 Maternal Diagnosis:9ccs196:Nml preg/del:-0.494 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.113 Diagnosis:9ccs83:Epilepsy/cnv:0.104 Maternal Maternal Lab History: BUN-postPregnancy:-0.102 Maternal Vital: Temp-otherPregnancy:0.101 Maternal Maternal Procedure History:90471-otherPregnancy:0.098 Maternal Maternal Lab History: ABS LYMPH-postPregnancy:-0.097 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.089 Maternal Vital: PL-otherPregnancy:0.087 Maternal Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 3.777 [0.628 22.717] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs138:Esophgeal dx:1.000 Diagnosis:9ccs168:PID:0.155 Diagnosis:9ccs63:Wht blood dx:0.155 Maternal Diagnosis:9ccs196:Nml preg/del:-0.120 Maternal Diagnosis:9ccs106:Dysrhythmia:0.088 Maternal Diagnosis:9ccs60:Acut p-h anm:0.084 Maternal Diagnosis:9ccs259:Unclassified:0.075 Maternal Diagnosis:9ccs128:Asthma:0.063 Maternal Diagnosis:9ccs181:Ot preg comp:0.062 Maternal Diagnosis:9ccs186:DM in preg:0.056 Maternal Maternal Lab History: NT MoM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: NT MoM-otherPregnancy:1.000 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.895 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.488 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.415 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.355 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.283 Newborn Diagnosis:9ccs95:Oth nerv dx:0.236 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.196 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.193 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.176 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.358 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.307 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.280 Maternal Maternal Procedure History:81025-otherPregnancy:0.236 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.202 Newborn Diagnosis:9ccs253:Allergy:0.183 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.169 Maternal Diagnosis:9ccs48:Thyroid dsor:0.161 Maternal Maternal Procedure History:86580-postPregnancy:0.152 * Maternal Maternal Lab History: FASTING-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 3.799 [1.064 13.558] | indivs AUC:0.513 Correlated most with: Maternal Maternal Lab History: FASTING-postPregnancy:1.000 Maternal Maternal Lab History: FASTING-otherPregnancy:0.432 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.402 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.370 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.327 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.301 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:-0.277 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.254 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:-0.234 Diagnosis:9ccs64:Ot hematl dx:0.227 Maternal Maternal Lab History: PAPP-A-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: PAPP-A-otherPregnancy:1.000 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.589 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.528 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.491 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.418 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.380 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.379 Maternal Maternal Lab History: PAPP-A-postPregnancy:0.272 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.193 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.188 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.333 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.238 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.236 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.235 Maternal Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.233 Maternal Vital: PL-postPregnancy:-0.169 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:-0.158 Maternal Maternal Lab History: APF MoM-postPregnancy:-0.141 Maternal Maternal Procedure History:99401-postPregnancy:0.138 Maternal Diagnosis:9ccs149:Biliary dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.411 [0.298 6.685] | indivs AUC:0.498 Correlated most with: Maternal Diagnosis:9ccs149:Biliary dx:1.000 Maternal Vital: Ht Percentile-otherPregnancy:0.239 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.217 Maternal Maternal Lab History: AST-postPregnancy:0.159 Maternal Diagnosis:9ccs172:Ovarian cyst:0.138 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.136 Maternal Vital: BMI Percentile-otherPregnancy:0.136 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.128 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.128 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.126 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:1.000 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:-0.517 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:-0.423 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.414 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.335 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.276 Maternal Maternal Procedure History:90470-postPregnancy:0.262 Maternal Maternal Procedure History:90663-postPregnancy:0.262 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.256 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.233 Maternal Maternal Lab History: A/G-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: A/G-otherPregnancy:1.000 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.727 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.595 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.397 Maternal Maternal Lab History: URIC ACID-otherPregnancy:-0.330 Maternal Maternal Lab History: A/G-postPregnancy:0.324 Diagnosis:9ccs76:Meningitis:-0.318 Maternal Maternal Procedure History:86703-postPregnancy:-0.305 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.300 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.279 Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:1.000 Diagnosis:9ccs83:Epilepsy/cnv:0.193 Diagnosis:9ccs51:Ot endo dsor:0.113 Maternal Diagnosis:9ccs48:Thyroid dsor:0.109 Diagnosis:9ccs167:Breast dx:0.104 Maternal Diagnosis:9ccs182:Hemorr preg:0.083 Diagnosis:9ccs247:Lymph enlarg:0.075 Number of Visits:0.071 Diagnosis:9ccs7:Viral infect:0.070 Diagnosis:9ccs124:Tonsillitis:0.066 Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:-0.190 Diagnosis:9ccs76:Meningitis:0.160 Diagnosis:9ccs153:GI hemorrhag:0.146 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:-0.141 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.117 Maternal Maternal Lab History: HCG-postPregnancy:0.106 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.105 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.104 Maternal Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.101 Maternal Maternal Lab History: GLOBULIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: GLOBULIN-otherPregnancy:1.000 Maternal Maternal Lab History: A/G-otherPregnancy:-0.727 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.685 Maternal Maternal Lab History: GLOBULIN-postPregnancy:0.326 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.295 Maternal Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.275 Maternal Maternal Procedure History:86703-postPregnancy:0.270 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.264 Maternal Maternal Lab History: FASTING-otherPregnancy:0.261 Maternal Maternal Lab History: A/G-postPregnancy:-0.258 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 5.669 [0.795 40.431] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.440 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.437 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.392 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.350 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.337 Maternal Maternal Lab History: INR-otherPregnancy:-0.223 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.211 Maternal Maternal Lab History: LDH-postPregnancy:-0.192 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.191 Maternal Diagnosis:9ccs5:HIV infectn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.509 Correlated most with: Maternal Diagnosis:9ccs5:HIV infectn:1.000 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.287 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:0.194 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.157 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.156 Maternal Maternal Lab History: IRON-postPregnancy:-0.143 Maternal Diagnosis:9ccs46:Bnign ut neo:0.141 Diagnosis:9ccs216:Nerv cong an:0.141 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.138 Maternal Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.132 Vital: Wt for Len Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.489 Correlated most with: Maternal Vital: Temp-postPregnancy:-0.100 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.078 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.071 Newborn Diagnosis:9ccs221:Resp distres:0.068 Maternal Diagnosis:9ccs60:Acut p-h anm:-0.064 Newborn Diagnosis:9ccs253:Allergy:0.060 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.058 Diagnosis:9ccs256:Exam/eval:-0.058 Diagnosis:9ccs258:Other screen:-0.057 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.052 Maternal Diagnosis:9ccs69:Affective dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.500 Correlated most with: Maternal Diagnosis:9ccs69:Affective dx:1.000 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.290 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:-0.164 Newborn Diagnosis:9ccs253:Allergy:0.138 Diagnosis:9ccs205:Back problem:0.125 Diagnosis:9ccs224:Ot perint dx:0.111 Diagnosis:9ccs83:Epilepsy/cnv:0.104 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.101 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.101 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.100 Maternal Vital: Wt Percentile-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Vital: Wt Percentile-otherPregnancy:1.000 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.617 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.581 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.365 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.364 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.327 Maternal Vital: BMI Percentile-otherPregnancy:0.279 Maternal Vital: Ht Percentile-otherPregnancy:0.248 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.245 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.242 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:1.000 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.431 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.413 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.390 Maternal Maternal Procedure History:87880-postPregnancy:0.330 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.295 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.288 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.280 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.270 Diagnosis:9ccs211:Ot conn tiss:0.230 Vital: Wt for Len Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.507 Correlated most with: Lab:297262 HEMOGLOBIN (HEMOCUE):0.133 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.109 Newborn Diagnosis:9ccs221:Resp distres:0.095 Newborn Diagnosis:9ccs253:Allergy:0.085 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.082 Diagnosis:9ccs239:Superfic inj:-0.068 Diagnosis:9ccs215:gu cong anom:0.067 Diagnosis:9ccs197:Skin infectn:-0.065 Maternal Diagnosis:9ccs106:Dysrhythmia:0.056 Diagnosis:9ccs90:Eye infectn:0.046 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.492 Correlated most with: Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.464 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.404 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.397 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.379 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.234 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.189 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.185 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.176 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:-0.149 Maternal Maternal Lab History: BICARBONATE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: BICARBONATE-postPregnancy:1.000 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.778 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:-0.692 Maternal Maternal Lab History: PO2-postPregnancy:-0.671 Maternal Maternal Procedure History:97140-postPregnancy:-0.500 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.493 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.477 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.476 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:0.353 Maternal Maternal Lab History: PTT-postPregnancy:0.319 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.511 Correlated most with: Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:1.000 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.397 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.199 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.192 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.192 Maternal Maternal Lab History: GLOBULIN-postPregnancy:0.187 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.167 Maternal Maternal Procedure History:81025-otherPregnancy:0.155 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.154 Maternal Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:-0.152 * Vital: HC Percentile-gain13to19 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 11.346 [1.025 125.601] | indivs AUC:0.507 Correlated most with: Maternal Maternal Procedure History:97014-postPregnancy:-0.371 Maternal Maternal Procedure History:97110-postPregnancy:-0.256 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.191 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.139 Diagnosis:9ccs216:Nerv cong an:-0.110 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.104 Maternal Maternal Procedure History:86703-postPregnancy:-0.103 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.101 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.091 Maternal Maternal Lab History: WEIGHT-postPregnancy:0.089 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 3.777 [0.628 22.717] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:1.000 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.837 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.716 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.448 Maternal Vital: Wt Percentile-otherPregnancy:-0.364 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.362 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:-0.335 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.300 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.268 Maternal Diagnosis:9ccs48:Thyroid dsor:0.244 Maternal Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.527 Maternal Maternal Lab History: PT-otherPregnancy:-0.290 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.258 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.230 Maternal Maternal Procedure History:S9470-postPregnancy:-0.192 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.164 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.158 Maternal Maternal Lab History: INR-otherPregnancy:-0.158 Maternal Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.145 Maternal Maternal Procedure History:97001-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Procedure History:97001-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.426 Maternal Diagnosis:9ccs62:Coag/hemr dx:0.259 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:-0.247 Maternal Maternal Procedure History:97140-postPregnancy:-0.240 Maternal Maternal Lab History: IRON-postPregnancy:0.239 Maternal Maternal Procedure History:90656-postPregnancy:0.233 Maternal Maternal Procedure History:97112-postPregnancy:-0.222 Maternal Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.204 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.183 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:1.000 Diagnosis:9ccs83:Epilepsy/cnv:0.228 Diagnosis:9ccs95:Oth nerv dx:0.146 Diagnosis:9ccs244:Other injury:0.126 Maternal Maternal Lab History: MCV-otherPregnancy:-0.126 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:0.125 Number of Visits:0.110 Diagnosis:9ccs113:Late eff CVD:0.104 Maternal Maternal Lab History: RUBELLA-otherPregnancy:-0.102 Maternal Maternal Lab History: RBC-otherPregnancy:0.100 Maternal Maternal Lab History: GLUCOSE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: GLUCOSE-otherPregnancy:1.000 Maternal Maternal Lab History: GFR in African American-otherPregnancy:-0.210 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:-0.210 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.203 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.197 Maternal Vital: BMI-postPregnancy:0.169 Maternal Vital: Wt-otherPregnancy:0.168 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.160 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:-0.154 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.151 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:1.000 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.633 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.589 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.285 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.283 Maternal Maternal Lab History: URIC ACID-otherPregnancy:-0.260 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.251 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.210 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.209 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:-0.201 Diagnosis:9ccs63:Wht blood dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs63:Wht blood dx:1.000 Maternal Diagnosis:9ccs138:Esophgeal dx:0.155 Maternal Diagnosis:9ccs182:Hemorr preg:0.148 Diagnosis:9ccs209:Ot acq defor:0.121 Newborn Diagnosis:9ccs221:Resp distres:0.121 Diagnosis:9ccs168:PID:0.121 Diagnosis:9ccs159:UTI:0.099 Maternal Diagnosis:9ccs191:Amnios dx:0.091 Diagnosis:9ccs143:Abdom hernia:0.091 Diagnosis:9ccs161:Ot dx kidney:0.079 * Maternal Maternal Lab History: 3 HOUR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 4.562 [1.217 17.105] | indivs AUC:0.512 Correlated most with: Maternal Maternal Lab History: 3 HOUR-otherPregnancy:1.000 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.589 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.490 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.416 Maternal Maternal Procedure History:99211-otherPregnancy:0.344 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.336 Maternal Maternal Procedure History:81025-otherPregnancy:-0.237 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.230 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.227 Maternal Vital: Ht-otherPregnancy:-0.212 Maternal Maternal Procedure History:87880-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Procedure History:87880-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.693 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.517 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.457 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.401 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.373 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.330 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.181 Diagnosis:9ccs123:Influenza:0.167 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.153 Maternal Maternal Procedure History:90663-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.505 Correlated most with: Maternal Maternal Procedure History:90663-postPregnancy:1.000 Maternal Maternal Procedure History:90470-postPregnancy:0.992 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.502 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.361 Maternal Maternal Lab History: ALT-postPregnancy:0.348 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.294 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.262 Maternal Maternal Lab History: AMYLASE-postPregnancy:0.251 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.241 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.207 Maternal Maternal Lab History: 2 HOUR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 3.408 [0.809 14.349] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: 2 HOUR-postPregnancy:1.000 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.620 Maternal Maternal Procedure History:99211-otherPregnancy:0.514 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.470 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.416 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.365 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.343 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.324 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.216 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.196 Maternal Maternal Lab History: COLONY COUNT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 5.669 [0.795 40.431] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: COLONY COUNT-otherPregnancy:1.000 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.258 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.214 Maternal Maternal Lab History: HCG-postPregnancy:-0.195 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.171 Maternal Maternal Lab History: RUBELLA-otherPregnancy:0.160 Maternal Maternal Lab History: POTASSIUM-otherPregnancy:-0.157 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.151 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:-0.150 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.146 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:1.000 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.566 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.334 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.294 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.212 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.197 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.189 Maternal Maternal Lab History: FASTING-otherPregnancy:0.187 Maternal Maternal Lab History: INHMOM-otherPregnancy:-0.177 Maternal Maternal Lab History: PAPP-A-otherPregnancy:-0.169 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:1.000 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.854 Maternal Maternal Procedure History:90658-postPregnancy:0.608 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.573 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.573 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.549 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.503 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.427 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.370 Maternal Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.341 Maternal Maternal Lab History: PO2-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: PO2-postPregnancy:1.000 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.689 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.671 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.611 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.574 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.470 Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.408 Maternal Maternal Lab History: FIBRINOGEN-postPregnancy:-0.391 Maternal Maternal Lab History: INR-postPregnancy:-0.351 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.277 Newborn Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:1.000 Maternal Maternal Lab History: Varicella IgG-postPregnancy:-0.285 Newborn Diagnosis:9ccs219:Low birth wt:0.272 Newborn Diagnosis:9ccs253:Allergy:0.220 Maternal Maternal Lab History: UIBC-postPregnancy:0.206 Maternal Diagnosis:9ccs184:Early labor:0.201 Newborn Diagnosis:9ccs256:Exam/eval:0.197 Maternal Maternal Procedure History:86580-postPregnancy:0.174 Maternal Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.172 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.167 Maternal Vital: RR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 3.777 [0.628 22.717] | indivs AUC:0.509 Correlated most with: Maternal Vital: RR-otherPregnancy:1.000 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:0.339 Maternal Maternal Lab History: PT-otherPregnancy:0.289 Maternal Maternal Lab History: INR-otherPregnancy:0.289 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:-0.193 Maternal Vital: Temp-otherPregnancy:0.191 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.185 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.169 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:-0.147 Maternal Vital: BP-otherPregnancy:0.138 Maternal Maternal Procedure History:36416-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.509 Correlated most with: Maternal Maternal Procedure History:36416-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.857 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.215 Newborn Diagnosis:9ccs223:Birth trauma:0.211 Maternal Maternal Lab History: CHLORIDE-postPregnancy:-0.202 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.180 Maternal Diagnosis:9ccs188:Pelvic obstr:0.165 Maternal Maternal Lab History: UREA NITROGEN-postPregnancy:0.164 Maternal Maternal Procedure History:97140-postPregnancy:-0.163 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.155 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.910 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.893 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.782 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.319 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.296 Maternal Maternal Lab History: POLYS-otherPregnancy:0.263 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.243 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.216 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.207 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.509 Correlated most with: Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.346 Maternal Maternal Procedure History:81025-otherPregnancy:0.329 Maternal Maternal Procedure History:97112-postPregnancy:0.300 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:-0.276 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:-0.264 Maternal Maternal Lab History: T-3(Total)-postPregnancy:0.257 Maternal Maternal Procedure History:97001-postPregnancy:-0.247 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.224 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.217 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.511 Correlated most with: Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.621 Maternal Maternal Procedure History:J7300-postPregnancy:0.153 Maternal Maternal Lab History: AFP-otherPregnancy:-0.152 Maternal Maternal Procedure History:58300-postPregnancy:0.133 Maternal Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.127 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:-0.126 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.124 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.123 Maternal Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.116 Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:1.000 Maternal Maternal Lab History: A/G-otherPregnancy:0.397 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:-0.250 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:-0.248 Maternal Maternal Procedure History:36415-otherPregnancy:0.202 Maternal Maternal Lab History: FASTING-otherPregnancy:-0.192 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:-0.191 Maternal Maternal Lab History: POLYS-otherPregnancy:0.177 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:-0.168 Maternal Maternal Lab History: PH-otherPregnancy:0.163 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:1.000 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.803 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.782 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.528 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.354 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.329 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.292 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.284 Maternal Maternal Procedure History:81025-otherPregnancy:-0.212 Maternal Maternal Lab History: RUBELLA-postPregnancy:0.208 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.893 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.803 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.733 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.506 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.469 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.405 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.327 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.318 Maternal Maternal Procedure History:81025-otherPregnancy:-0.311 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.621 Maternal Maternal Procedure History:86703-otherPregnancy:0.171 Maternal Maternal Lab History: AFP-otherPregnancy:-0.155 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.133 Maternal Maternal Lab History: hCG MoM-otherPregnancy:0.128 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:-0.121 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:-0.113 Maternal Maternal Procedure History:86580-otherPregnancy:0.105 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.103 Lab:321981 BILIRUBIN TOTAL - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.507 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:1.000 Maternal Maternal Procedure History:99211-otherPregnancy:0.391 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.343 Maternal Maternal Procedure History:90746-postPregnancy:0.259 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.227 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.227 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.212 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.208 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.206 Maternal Maternal Lab History: A/G-otherPregnancy:-0.193 Vital: HC Percentile-avg13to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs163:Other GU dx:-0.238 Diagnosis:9ccs219:Low birth wt:-0.163 Maternal Diagnosis:9ccs128:Asthma:-0.132 Diagnosis:9ccs204:Ot joint dx:0.117 Diagnosis:9ccs242:Poisn ot med:0.117 Diagnosis:9ccs224:Ot perint dx:-0.111 Maternal Maternal Procedure History:86703-postPregnancy:0.101 Diagnosis:9ccs113:Late eff CVD:-0.092 Diagnosis:9ccs159:UTI:-0.089 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.089 Maternal Maternal Lab History: O2 SATURATION-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: O2 SATURATION-postPregnancy:1.000 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.820 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.817 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.778 Maternal Maternal Lab History: PO2-postPregnancy:0.689 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.376 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.344 Maternal Maternal Procedure History:97140-postPregnancy:0.321 Maternal Maternal Lab History: FERRITIN-postPregnancy:-0.309 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.306 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:1.000 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.692 Maternal Maternal Procedure History:97140-postPregnancy:0.537 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.513 Maternal Maternal Procedure History:97110-postPregnancy:0.320 Maternal Maternal Lab History: PO2-postPregnancy:0.277 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.258 Maternal Maternal Lab History: PTT-postPregnancy:-0.226 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.224 Maternal Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.224 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:1.000 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.522 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.488 Lab:323825 STREP SCREEN THROAT - Sunrise:0.487 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.477 Maternal Maternal Lab History: HCG-otherPregnancy:-0.370 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.344 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.343 Maternal Maternal Lab History: APF MoM-otherPregnancy:-0.309 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.283 Maternal Maternal Lab History: FREE T3-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.513 Correlated most with: Maternal Maternal Lab History: FREE T3-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.666 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.577 Maternal Maternal Lab History: FREE T-4-otherPregnancy:0.327 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.293 Maternal Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.280 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.258 Maternal Maternal Lab History: LDL-otherPregnancy:-0.221 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.219 Maternal Diagnosis:9ccs48:Thyroid dsor:-0.217 Maternal Maternal Lab History: INHMOM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: INHMOM-otherPregnancy:1.000 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.662 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.543 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.528 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.417 Maternal Maternal Lab History: PAPP-A-postPregnancy:0.284 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.229 Diagnosis:9ccs205:Back problem:0.210 Maternal Maternal Lab History: GFR in African American-postPregnancy:0.202 Maternal Maternal Lab History: GFR Calculation-postPregnancy:0.201 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:1.000 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.269 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.266 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.266 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.238 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:-0.235 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.228 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.207 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:-0.198 Maternal Maternal Lab History: FREE T-4-postPregnancy:-0.190 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.910 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.733 Maternal Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.528 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.432 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.292 Maternal Maternal Lab History: POLYS-otherPregnancy:0.275 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.270 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.251 Maternal Diagnosis:9ccs159:UTI:0.204 Maternal Maternal Procedure History:97014-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Procedure History:97014-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.576 Maternal Maternal Procedure History:97110-postPregnancy:0.536 Maternal Maternal Lab History: GLUCOSE-postPregnancy:0.376 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.262 Maternal Maternal Lab History: FREE T-4-postPregnancy:0.180 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.160 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.157 Maternal Maternal Lab History: WEIGHT-postPregnancy:-0.156 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:-0.155 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.798 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.777 Maternal Vital: SpO2-postPregnancy:-0.542 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.518 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.387 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.349 Diagnosis:9ccs242:Poisn ot med:0.339 Maternal Vital: RR-postPregnancy:0.302 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.286 Maternal Maternal Procedure History:99211-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.509 Correlated most with: Maternal Maternal Procedure History:99211-otherPregnancy:1.000 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.514 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.414 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.391 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.356 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.344 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.324 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.223 Maternal Maternal Procedure History:S9470-postPregnancy:0.197 Maternal Maternal Lab History: FASTING-otherPregnancy:-0.167 * Maternal Maternal Lab History: 1 HOUR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 4.562 [1.217 17.105] | indivs AUC:0.509 Correlated most with: Maternal Maternal Lab History: 1 HOUR-otherPregnancy:1.000 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.603 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.490 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.448 Maternal Maternal Lab History: FASTING-postPregnancy:0.402 Maternal Maternal Lab History: FASTING-otherPregnancy:0.378 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.365 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.310 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.294 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.260 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.432 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.398 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.321 Maternal Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.207 Maternal Diagnosis:9ccs159:UTI:0.185 Maternal Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:-0.180 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.171 Maternal Maternal Lab History: PH-otherPregnancy:-0.161 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.158 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:1.000 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:-0.420 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.305 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.274 Maternal Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.228 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.199 Maternal Diagnosis:9ccs5:HIV infectn:0.194 Maternal Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.182 Diagnosis:9ccs216:Nerv cong an:0.168 Maternal Maternal Procedure History:81025-otherPregnancy:0.167 Maternal Diagnosis:9ccs98:HTN | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.507 Correlated most with: Maternal Diagnosis:9ccs98:HTN:1.000 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.393 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.270 Maternal Maternal Lab History: CREATININE VOLUME-postPregnancy:0.229 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.211 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.199 Maternal Diagnosis:9ccs183:HTN in preg:0.188 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.179 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:0.178 Maternal Maternal Lab History: CHOLESTEROL-postPregnancy:0.176 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.840 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.559 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:-0.423 Diagnosis:9ccs238:Complic proc:0.415 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:-0.393 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.311 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.290 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:-0.276 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.223 Maternal Maternal Lab History: APF MoM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: APF MoM-otherPregnancy:1.000 Maternal Maternal Lab History: INHMOM-otherPregnancy:0.662 Maternal Maternal Lab History: PAPP-A-otherPregnancy:0.380 Maternal Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.339 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:-0.334 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.329 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.309 Maternal Maternal Lab History: PAPP-A-postPregnancy:0.237 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.232 Diagnosis:9ccs205:Back problem:0.213 Maternal Maternal Lab History: MONOCYTE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: MONOCYTE-otherPregnancy:1.000 Maternal Maternal Lab History: MONOCYTE-postPregnancy:0.425 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.420 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.299 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.228 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.182 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.182 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.175 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.173 Maternal Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.169 Maternal Maternal Lab History: TP VOLUME-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: TP VOLUME-otherPregnancy:1.000 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.688 Maternal Vital: Wt Percentile-otherPregnancy:0.581 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.335 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.325 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.290 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.248 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.232 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.230 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.203 Maternal Maternal Lab History: LIPASE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: LIPASE-postPregnancy:1.000 Maternal Maternal Lab History: AMYLASE-postPregnancy:-0.353 Maternal Maternal Lab History: ALT-postPregnancy:-0.339 Maternal Maternal Procedure History:90470-postPregnancy:-0.294 Maternal Maternal Procedure History:90663-postPregnancy:-0.294 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:-0.281 Maternal Maternal Lab History: ALBUMIN-postPregnancy:-0.147 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:-0.137 Maternal Maternal Lab History: INHIBIN A MOM-postPregnancy:-0.135 Maternal Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.123 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.836 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.429 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.398 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.321 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.311 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.295 Maternal Maternal Procedure History:81025-otherPregnancy:0.269 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.264 Maternal Maternal Lab History: POLYS-otherPregnancy:-0.249 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:1.000 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.964 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.900 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.516 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.265 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.252 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.226 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.218 Maternal Maternal Lab History: FASTING-postPregnancy:-0.217 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.214 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:1.000 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.334 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.305 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.278 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.255 Maternal Maternal Lab History: T-3(Total)-postPregnancy:0.235 Maternal Maternal Procedure History:S9470-otherPregnancy:0.234 Maternal Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:-0.219 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.212 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.210 Lab:306605 BILIRUBIN DIRECT - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.507 Correlated most with: Lab:306605 BILIRUBIN DIRECT - Sunrise:1.000 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.334 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.246 Maternal Maternal Procedure History:90746-postPregnancy:0.240 Diagnosis:9ccs247:Lymph enlarg:0.206 Maternal Maternal Lab History: A/G-otherPregnancy:-0.179 Maternal Maternal Procedure History:S9470-otherPregnancy:0.177 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:-0.175 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.166 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:-0.136 Maternal Maternal Lab History: AMYLASE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.489 Correlated most with: Maternal Maternal Lab History: AMYLASE-postPregnancy:1.000 Maternal Maternal Lab History: LIPASE-postPregnancy:-0.353 Maternal Maternal Lab History: PT-postPregnancy:-0.332 Maternal Maternal Lab History: INR-postPregnancy:-0.260 Maternal Maternal Procedure History:90470-postPregnancy:0.251 Maternal Maternal Procedure History:90663-postPregnancy:0.251 Maternal Maternal Lab History: ALT-postPregnancy:0.221 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.211 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.190 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.182 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:1.000 Maternal Maternal Lab History: MUMPS IGG-postPregnancy:0.353 Maternal Maternal Lab History: TP PERIOD-postPregnancy:0.252 Maternal Maternal Lab History: CREATININE PERIOD-postPregnancy:0.242 Maternal Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:-0.240 Maternal Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.170 Maternal Maternal Lab History: BUN-postPregnancy:-0.149 Maternal Maternal Procedure History:90746-postPregnancy:-0.143 Maternal Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.139 Maternal Maternal Lab History: FERRITIN-postPregnancy:-0.128 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.397 Maternal Maternal Lab History: VLDL-postPregnancy:-0.336 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.265 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.244 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.209 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:-0.205 Maternal Maternal Lab History: FASTING-postPregnancy:-0.176 Maternal Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:0.151 Maternal Maternal Procedure History:97112-postPregnancy:0.142 * Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 11.346 [1.025 125.601] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.984 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.349 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.335 Maternal Maternal Procedure History:96372-otherPregnancy:0.329 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.315 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.285 Maternal Maternal Lab History: FASTING-postPregnancy:-0.277 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.268 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.227 Newborn Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.507 Correlated most with: Newborn Diagnosis:9ccs95:Oth nerv dx:1.000 Maternal Maternal Lab History: FREE T-4-otherPregnancy:0.242 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.236 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.228 Maternal Maternal Lab History: FASTING-otherPregnancy:-0.222 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.205 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.198 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.162 Maternal Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.158 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.158 Maternal Maternal Lab History: GFR in African American-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: GFR in African American-otherPregnancy:1.000 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:1.000 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.467 Lab:323825 STREP SCREEN THROAT - Sunrise:0.424 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.344 Maternal Maternal Lab History: PH-otherPregnancy:0.321 Maternal Maternal Lab History: BUN-otherPregnancy:-0.265 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:-0.210 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.210 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.182 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:1.000 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.996 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.820 Maternal Maternal Lab History: PO2-postPregnancy:0.611 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.476 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.445 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.308 Maternal Maternal Procedure History:97140-postPregnancy:0.282 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.269 Maternal Maternal Lab History: INR-postPregnancy:-0.268 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.854 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.634 Maternal Maternal Procedure History:90658-postPregnancy:0.594 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.559 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.536 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.491 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.417 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.361 Maternal Maternal Procedure History:99401-postPregnancy:0.324 Maternal Maternal Lab History: GFR Calculation-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: GFR Calculation-otherPregnancy:1.000 Maternal Maternal Lab History: GFR in African American-otherPregnancy:1.000 Maternal Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.468 Lab:323825 STREP SCREEN THROAT - Sunrise:0.423 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.343 Maternal Maternal Lab History: PH-otherPregnancy:0.321 Maternal Maternal Lab History: BUN-otherPregnancy:-0.265 Maternal Maternal Lab History: GLUCOSE-otherPregnancy:-0.210 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.210 Maternal Maternal Lab History: MONOCYTE-otherPregnancy:0.182 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.820 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.560 Maternal Maternal Lab History: IRON-postPregnancy:0.491 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.464 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.217 Maternal Maternal Lab History: PAPP-A MoM-postPregnancy:-0.203 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:-0.199 Maternal Maternal Procedure History:90471-postPregnancy:0.171 Maternal Maternal Lab History: BUN-postPregnancy:0.170 Maternal Maternal Lab History: UIBC-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: UIBC-postPregnancy:1.000 Maternal Maternal Lab History: FERRITIN-postPregnancy:-0.731 Maternal Maternal Lab History: HERPES II IgG-postPregnancy:-0.663 Maternal Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.354 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.283 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.276 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.274 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.265 Maternal Maternal Lab History: CARBON DIOXIDE-postPregnancy:-0.206 Newborn Diagnosis:9ccs221:Resp distres:0.206 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.489 Correlated most with: Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:1.000 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.539 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.431 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.359 Diagnosis:9ccs204:Ot joint dx:0.319 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.291 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.253 Maternal Vital: BMI Percentile-otherPregnancy:-0.233 Maternal Maternal Lab History: LDL-otherPregnancy:0.191 Diagnosis:9ccs211:Ot conn tiss:0.189 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.489 Correlated most with: Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:1.000 Maternal Maternal Lab History: LDL-otherPregnancy:0.851 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.665 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.605 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.539 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.326 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.288 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.224 Diagnosis:9ccs204:Ot joint dx:0.213 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.194 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.556 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.251 Maternal Maternal Lab History: FASTING-otherPregnancy:0.215 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.195 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.194 Diagnosis:9ccs117:Ot circul dx:0.153 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.148 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.147 Maternal Vital: Ht-otherPregnancy:0.138 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.958 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.910 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.664 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.491 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.384 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.371 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.327 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.309 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.288 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.491 Correlated most with: Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:1.000 Maternal Maternal Lab History: FREE T3-postPregnancy:-0.666 Maternal Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.435 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:-0.426 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.341 Maternal Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.280 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.266 Maternal Maternal Procedure History:96372-otherPregnancy:0.261 Maternal Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.253 Maternal Maternal Procedure History:81000-otherPregnancy:0.249 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.289 Maternal Maternal Procedure History:36415-postPregnancy:0.260 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:0.248 Maternal Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.244 Maternal Maternal Procedure History:90656-postPregnancy:-0.197 Maternal Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.178 Maternal Maternal Procedure History:90471-postPregnancy:0.178 Maternal Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.174 Maternal Maternal Lab History: GLOBULIN-postPregnancy:-0.173 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:1.000 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.449 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.445 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.376 Diagnosis:9ccs168:PID:0.273 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:-0.258 Diagnosis:9ccs205:Back problem:0.223 Maternal Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:-0.195 Maternal Maternal Lab History: PO2-postPregnancy:-0.180 Maternal Maternal Lab History: PH-otherPregnancy:0.179 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:1.000 Maternal Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.408 Maternal Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.335 Maternal Maternal Lab History: MONOCYTE-postPregnancy:-0.206 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.203 Maternal Maternal Lab History: ALBUMIN-otherPregnancy:0.189 Maternal Maternal Lab History: RDW-otherPregnancy:-0.188 Maternal Maternal Procedure History:36415-otherPregnancy:0.178 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.167 Maternal Maternal Procedure History:36415-postPregnancy:0.167 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.347 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.331 Maternal Maternal Lab History: AST-postPregnancy:0.180 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.163 Diagnosis:9ccs147:Anal/rectal:-0.151 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.148 Maternal Vital: Ht-otherPregnancy:-0.145 Maternal Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.145 Maternal Maternal Lab History: ALT-postPregnancy:0.132 Maternal Maternal Lab History: URIC ACID-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: URIC ACID-otherPregnancy:1.000 Maternal Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.566 Maternal Maternal Lab History: A/G-otherPregnancy:-0.330 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.310 Maternal Maternal Lab History: GLOBULIN-otherPregnancy:0.295 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.260 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.241 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.235 Maternal Maternal Lab History: A/G-postPregnancy:-0.234 Maternal Maternal Procedure History:86703-postPregnancy:0.231 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.550 Maternal Maternal Lab History: T-3(Total)-postPregnancy:-0.537 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.527 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.450 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.391 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.379 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:-0.305 Maternal Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:-0.228 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:0.211 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.664 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.573 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.567 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.528 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.506 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.500 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.464 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.429 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.412 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.958 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.849 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.539 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.528 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.357 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.318 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.315 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.311 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.304 Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.498 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:0.430 Diagnosis:9ccs140:Gastritis:0.256 Maternal Diagnosis:9ccs7:Viral infect:0.256 Maternal Maternal Lab History: PH-otherPregnancy:-0.210 Maternal Maternal Procedure History:90471-otherPregnancy:0.202 Maternal Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.194 Maternal Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:-0.190 Maternal Maternal Lab History: POLYS-otherPregnancy:0.109 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.484 Correlated most with: Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.818 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.688 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.659 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.437 Maternal Maternal Lab History: INR-otherPregnancy:0.410 Maternal Maternal Lab History: PTT-otherPregnancy:0.344 Maternal Maternal Lab History: LDH-postPregnancy:0.343 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.336 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.284 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:1.000 Maternal Maternal Lab History: PT-otherPregnancy:0.394 Maternal Vital: RR-otherPregnancy:0.339 Maternal Maternal Lab History: INR-otherPregnancy:0.325 Maternal Maternal Lab History: URINE SUGAR-postPregnancy:0.230 Maternal Maternal Lab History: PTT-otherPregnancy:-0.210 Maternal Maternal Procedure History:86703-otherPregnancy:0.169 Maternal Vital: RR-postPregnancy:-0.146 Maternal Maternal Lab History: SODIUM-otherPregnancy:0.124 Maternal Maternal Lab History: CALCIUM-otherPregnancy:0.114 Maternal Maternal Lab History: PT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 5.669 [0.795 40.431] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: PT-otherPregnancy:1.000 Maternal Maternal Lab History: INR-otherPregnancy:0.833 Maternal Maternal Lab History: PTT-otherPregnancy:0.465 Maternal Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.458 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:0.394 Maternal Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:-0.290 Maternal Vital: RR-otherPregnancy:0.289 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.225 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.206 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:-0.206 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:1.000 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.996 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:-0.817 Maternal Maternal Lab History: PO2-postPregnancy:-0.574 Maternal Maternal Lab History: BICARBONATE-postPregnancy:0.493 Maternal Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.449 Maternal Maternal Procedure History:97140-postPregnancy:-0.341 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.326 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:-0.290 Maternal Maternal Lab History: PTT-postPregnancy:0.265 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.491 Correlated most with: Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:1.000 Maternal Maternal Lab History: VLDL-postPregnancy:0.270 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.244 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.225 Maternal Maternal Procedure History:99211-otherPregnancy:-0.223 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.220 Maternal Maternal Lab History: 2 HOUR-postPregnancy:-0.196 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.192 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.188 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:-0.181 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.836 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.500 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.464 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.405 Maternal Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.398 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.318 Maternal Maternal Procedure History:81025-otherPregnancy:0.306 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.304 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.292 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:1.000 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.855 Maternal Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.777 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.605 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.567 Maternal Vital: SpO2-postPregnancy:-0.527 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.345 Diagnosis:9ccs242:Poisn ot med:0.329 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.280 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.273 Maternal Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.527 Maternal Maternal Lab History: PT-otherPregnancy:-0.458 Maternal Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.408 Maternal Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.364 Maternal Maternal Lab History: INR-otherPregnancy:-0.250 Maternal Maternal Lab History: CHLORIDE-otherPregnancy:0.217 Maternal Diagnosis:9ccs168:PID:0.192 Maternal Maternal Lab History: VLDL-postPregnancy:0.190 Maternal Maternal Lab History: Alk Phos-otherPregnancy:0.185 Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.505 Correlated most with: Maternal Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.378 Maternal Diagnosis:9ccs6:Hepatitis:0.334 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:-0.264 Maternal Maternal Procedure History:90656-postPregnancy:0.235 Maternal Maternal Procedure History:90471-otherPregnancy:0.193 Maternal Maternal Lab History: BETA HCG FREE-otherPregnancy:0.162 Maternal Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:-0.152 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.137 Maternal Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.130 Maternal Maternal Lab History: MUMPS IGG-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Lab History: MUMPS IGG-postPregnancy:1.000 Maternal Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:0.353 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.249 Maternal Maternal Lab History: eGFR-postPregnancy:-0.229 Maternal Maternal Procedure History:90649-postPregnancy:-0.159 Maternal Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.123 Maternal Maternal Lab History: CALCIUM-postPregnancy:0.120 Maternal Maternal Procedure History:81025-postPregnancy:0.115 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:-0.109 Maternal Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.095 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.489 Correlated most with: Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:1.000 Maternal Maternal Lab History: LDL-otherPregnancy:0.864 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.665 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.462 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.351 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:-0.302 Maternal Maternal Lab History: FREE T-4-otherPregnancy:-0.265 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:-0.265 Maternal Maternal Lab History: FREE T3-postPregnancy:-0.258 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.253 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.573 Maternal Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.559 Maternal Maternal Procedure History:90658-postPregnancy:0.422 Maternal Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.375 Maternal Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.329 Maternal Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.298 Maternal Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.289 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.262 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.258 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.440 Maternal Maternal Procedure History:87880-postPregnancy:0.373 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.373 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.316 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.295 Maternal Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:-0.238 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:-0.174 Maternal Maternal Diagnosis:9ccs205:Back problem-postPregnancy:-0.166 Maternal Maternal Lab History: POLYS-postPregnancy:0.159 Maternal Diagnosis:9ccs172:Ovarian cyst | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.507 Correlated most with: Maternal Diagnosis:9ccs172:Ovarian cyst:1.000 Diagnosis:9ccs175:Ot femal gen:0.166 Maternal Diagnosis:9ccs46:Bnign ut neo:0.155 Diagnosis:9ccs61:Sickle cell:0.146 Maternal Diagnosis:9ccs149:Biliary dx:0.138 Diagnosis:9ccs205:Back problem:0.125 Newborn Diagnosis:9ccs96:Hrt valve dx:0.115 Newborn Diagnosis:9ccs222:Perint jaund:0.091 Diagnosis:9ccs134:Ot uppr resp:0.067 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.066 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.491 Correlated most with: Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.709 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.610 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.527 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.521 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.404 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.341 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.260 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:-0.234 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.190 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.910 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.849 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.567 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.411 Maternal Maternal Lab History: PROLACTIN-postPregnancy:0.362 Maternal Maternal Lab History: TP VOLUME-postPregnancy:0.342 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.326 Newborn Diagnosis:9ccs200:Oth skin dx:0.296 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.277 Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.505 Correlated most with: Maternal Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:1.000 Maternal Maternal Procedure History:97014-postPregnancy:0.576 Maternal Maternal Procedure History:97112-postPregnancy:-0.372 Maternal Maternal Procedure History:97001-postPregnancy:-0.183 Maternal Maternal Procedure History:97140-postPregnancy:-0.167 Maternal Maternal Lab History: FREE T-4-postPregnancy:0.147 Maternal Maternal Procedure History:97110-postPregnancy:0.135 Maternal Maternal Lab History: URIC ACID-postPregnancy:-0.125 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.119 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.117 Vital: HC Percentile-gain16to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:0.447 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.363 Maternal Maternal Lab History: GFR in African American-otherPregnancy:0.316 Maternal Maternal Lab History: GFR Calculation-otherPregnancy:0.315 Maternal Maternal Procedure History:97014-postPregnancy:0.190 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.171 Diagnosis:9ccs163:Other GU dx:0.167 Maternal Maternal Lab History: HCG-otherPregnancy:-0.167 Maternal Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.167 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:0.160 Maternal Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:0.423 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.315 Maternal Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:-0.206 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:-0.203 Maternal Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.202 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:-0.193 Maternal Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.182 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:-0.173 Maternal Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.162 Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ABSOLUTE MONO-postPregnancy:1.000 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.539 Maternal Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.517 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.491 Maternal Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.412 Maternal Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.327 Maternal Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.318 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.296 Maternal Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.295 Maternal Maternal Lab History: UIBC-postPregnancy:-0.274 Maternal Maternal Lab History: INR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.511 Correlated most with: Maternal Maternal Lab History: INR-otherPregnancy:1.000 Maternal Maternal Lab History: PT-otherPregnancy:0.833 Maternal Maternal Lab History: PTT-otherPregnancy:0.549 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.412 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.410 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.335 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.328 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:0.325 Maternal Vital: RR-otherPregnancy:0.289 Maternal Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.250 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.484 Correlated most with: Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.688 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.635 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.568 Maternal Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.350 Maternal Maternal Lab History: INR-otherPregnancy:0.328 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.292 Maternal Maternal Lab History: LDH-postPregnancy:0.286 Maternal Maternal Lab History: PTT-otherPregnancy:0.276 Maternal Maternal Lab History: FASTING-postPregnancy:0.254 Maternal Maternal Lab History: PTT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.493 Correlated most with: Maternal Maternal Lab History: PTT-otherPregnancy:1.000 Maternal Maternal Lab History: INR-otherPregnancy:0.549 Maternal Maternal Lab History: PT-otherPregnancy:0.465 Maternal Maternal Lab History: GLUCOSE POCT-postPregnancy:0.346 Maternal Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.344 Maternal Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.282 Maternal Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.276 Maternal Diagnosis:9ccs238:Complic proc:-0.240 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.232 Maternal Maternal Lab History: URINE SUGAR-otherPregnancy:-0.210 Maternal Maternal Lab History: 3 HOUR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: 3 HOUR-postPregnancy:1.000 Maternal Maternal Lab History: NEUTROPHIL-postPregnancy:-0.496 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.348 Maternal Maternal Lab History: INR-postPregnancy:0.321 Maternal Maternal Lab History: URINE PROTEIN-postPregnancy:0.257 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.257 Maternal Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.252 Maternal Maternal Lab History: AFP-postPregnancy:0.202 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.156 Maternal Maternal Lab History: FASTING-postPregnancy:0.156 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.383 Maternal Maternal Lab History: URINE KETONES-otherPregnancy:0.332 Maternal Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.295 Maternal Maternal Lab History: URINE KETONES-postPregnancy:0.281 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.280 Maternal Maternal Lab History: TP VOLUME-postPregnancy:-0.278 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.277 Maternal Maternal Lab History: TP PERIOD-postPregnancy:0.264 Maternal Vital: Temp-otherPregnancy:0.261 Maternal Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:1.000 Maternal Maternal Lab History: GTT 90 MIN-postPregnancy:0.423 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:-0.231 Maternal Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.170 Maternal Maternal Lab History: 2 HOUR-postPregnancy:-0.167 Maternal Maternal Lab History: VLDL-postPregnancy:-0.166 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:-0.156 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.151 Maternal Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.127 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.105 Maternal Maternal Lab History: 1 HOUR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.507 Correlated most with: Maternal Maternal Lab History: 1 HOUR-postPregnancy:1.000 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.656 Maternal Maternal Lab History: 2 HOUR-postPregnancy:0.620 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.448 Maternal Maternal Lab History: 2 HOUR-otherPregnancy:0.417 Maternal Maternal Lab History: FASTING-postPregnancy:0.370 Maternal Maternal Procedure History:99211-otherPregnancy:0.356 Maternal Maternal Lab History: 3 HOUR-otherPregnancy:0.336 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.321 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.319 * Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 11.346 [1.025 125.601] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.984 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:-0.359 Maternal Maternal Lab History: 1 HOUR-postPregnancy:-0.319 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.317 Maternal Maternal Procedure History:96372-otherPregnancy:0.311 Maternal Maternal Lab History: FASTING-postPregnancy:-0.301 Maternal Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.278 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.269 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.240 Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: CREATININE CLEARANCE-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.560 Maternal Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.559 Maternal Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.411 Maternal Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.371 Maternal Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.357 Maternal Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.354 Maternal Maternal Lab History: IRON-postPregnancy:-0.351 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.280 Maternal Maternal Lab History: TP VOLUME-postPregnancy:-0.248 Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.509 Correlated most with: Maternal Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:1.000 Maternal Maternal Procedure History:36416-postPregnancy:0.857 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.215 Newborn Diagnosis:9ccs223:Birth trauma:0.206 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:-0.185 Maternal Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.176 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:-0.163 Maternal Diagnosis:9ccs188:Pelvic obstr:0.162 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:-0.150 Maternal Diagnosis:9ccs128:Asthma:0.143 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:1.000 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.900 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.751 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.586 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.302 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.276 Maternal Maternal Lab History: GAMMA GT-postPregnancy:0.248 Maternal Maternal Lab History: FASTING-postPregnancy:-0.234 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:-0.234 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.223 Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: HEMOGLOBIN F-postPregnancy:1.000 Maternal Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.556 Maternal Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.347 Maternal Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.230 Maternal Maternal Lab History: PROLACTIN-postPregnancy:-0.210 Maternal Maternal Lab History: FASTING-otherPregnancy:-0.177 Maternal Maternal Lab History: AST (SGOT)-otherPregnancy:0.157 Diagnosis:9ccs147:Anal/rectal:-0.145 Maternal Diagnosis:9ccs128:Asthma:0.129 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:-0.129 Maternal Maternal Lab History: T-3(Total)-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: T-3(Total)-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.537 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.328 Maternal Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.314 Maternal Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.274 Maternal Maternal Lab History: GFR Calculation-postPregnancy:-0.265 Maternal Maternal Lab History: GFR in African American-postPregnancy:-0.264 Maternal Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.257 Maternal Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.257 Maternal Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.235 Maternal Maternal Lab History: LDL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.489 Correlated most with: Maternal Maternal Lab History: LDL-otherPregnancy:1.000 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.864 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:0.851 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.635 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.325 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.252 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.238 Maternal Maternal Lab History: FREE T3-postPregnancy:-0.221 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:-0.198 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.191 Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Maternal Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.790 Maternal Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.709 Maternal Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.604 Maternal Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.514 Maternal Maternal Procedure History:36415-postPregnancy:0.392 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.337 Diagnosis:9ccs251:Abdomnl pain:0.254 Maternal Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:-0.203 Maternal Maternal Lab History: A/G-otherPregnancy:0.196 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:1.000 Maternal Maternal Procedure History:96372-otherPregnancy:-0.459 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.388 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:-0.335 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.321 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.317 Maternal Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.314 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:0.310 Maternal Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.266 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.248 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:1.000 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.964 Maternal Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.751 Maternal Maternal Lab History: GAMMA GT-otherPregnancy:0.423 Maternal Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:-0.231 Maternal Maternal Lab History: VLDL-postPregnancy:0.226 Maternal Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.224 Maternal Maternal Lab History: URIC ACID-otherPregnancy:0.223 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.216 Maternal Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.213 Maternal Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.495 Correlated most with: Maternal Diagnosis:9ccs155:Other GI dx:1.000 Maternal Maternal Diagnosis:9ccs98:HTN-postPregnancy:-0.190 Maternal Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.158 Maternal Diagnosis:9ccs128:Asthma:0.135 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.129 Maternal Maternal Lab History: TSH THIRD GENERATION-postPregnancy:-0.129 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.115 Maternal Diagnosis:9ccs106:Dysrhythmia:0.088 Maternal Diagnosis:9ccs168:PID:0.088 Maternal Diagnosis:9ccs181:Ot preg comp:0.086 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:1.000 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.716 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.688 Maternal Vital: Wt Percentile-otherPregnancy:0.617 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.389 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.314 Maternal Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.309 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.300 Maternal Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.275 Maternal Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.271 Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.511 Correlated most with: Maternal Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:1.000 Maternal Maternal Procedure History:99401-postPregnancy:0.317 Newborn Diagnosis:9ccs96:Hrt valve dx:0.235 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.234 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.232 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:-0.200 Maternal Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.181 Maternal Maternal Diagnosis:9ccs159:UTI-otherPregnancy:-0.174 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.173 Maternal Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.164 Maternal Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:1.000 Maternal Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:-0.333 Maternal Maternal Lab History: T-3(Total)-postPregnancy:0.314 Maternal Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.228 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.167 Maternal Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.167 Maternal Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.152 Maternal Maternal Lab History: PAPP-A-otherPregnancy:-0.149 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.139 Maternal Maternal Procedure History:99401-otherPregnancy:0.139 Maternal Maternal Lab History: HERPES II IgG-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500 Correlated most with: Maternal Maternal Lab History: HERPES II IgG-otherPregnancy:1.000 Maternal Maternal Lab History: PAPP-A-otherPregnancy:-0.491 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.446 Maternal Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.430 Maternal Maternal Lab History: HCG-otherPregnancy:-0.346 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.238 Maternal Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.231 Maternal Maternal Procedure History:86580-otherPregnancy:-0.222 Lab:323825 STREP SCREEN THROAT - Sunrise:0.215 Maternal Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.201 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.502 Correlated most with: Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:1.000 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.488 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.326 Maternal Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.307 Maternal Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.283 Maternal Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.260 Maternal Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.259 Maternal Maternal Lab History: LDL-otherPregnancy:-0.252 Maternal Maternal Lab History: APF MoM-otherPregnancy:0.232 Maternal Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.223 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 5.669 [0.795 40.431] | indivs AUC:0.502 Correlated most with: Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:1.000 Maternal Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.837 Maternal Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.385 Maternal Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.328 Maternal Maternal Lab History: PAPP-A MoM-otherPregnancy:0.311 Maternal Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.300 Maternal Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.240 Maternal Maternal Lab History: TP VOLUME-otherPregnancy:0.203 Maternal Diagnosis:9ccs48:Thyroid dsor:0.188 Maternal Maternal Lab History: URINE PROTEIN-otherPregnancy:0.184 Maternal Maternal Lab History: GTT 90 MIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Maternal Maternal Lab History: GTT 90 MIN-postPregnancy:1.000 Maternal Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:0.423 Maternal Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.163 Maternal Maternal Lab History: 2 HOUR-postPregnancy:-0.155 Maternal Maternal Lab History: CHOLIC ACID-otherPregnancy:0.154 Maternal Maternal Lab History: GLUCOSE-postPregnancy:-0.115 Maternal Maternal Lab History: VLDL-postPregnancy:0.111 Maternal Maternal Lab History: BILE ACIDS-otherPregnancy:0.104 Maternal Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.100 Maternal Maternal Lab History: PT-postPregnancy:-0.086 Maternal Maternal Lab History: 1/2 HOUR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.489 Correlated most with: Maternal Maternal Lab History: 1/2 HOUR-postPregnancy:1.000 Maternal Maternal Lab History: 1 HOUR-postPregnancy:0.656 Maternal Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.359 Maternal Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:-0.349 Maternal Maternal Lab History: 3 HOUR-postPregnancy:-0.348 Maternal Maternal Lab History: FASTING-postPregnancy:0.327 Maternal Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.310 Maternal Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.280 Maternal Maternal Lab History: 1 HOUR-otherPregnancy:0.260 Maternal Maternal Procedure History:96372-otherPregnancy:-0.233 Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.507 Correlated most with: Maternal Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:1.000 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.462 Maternal Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.359 Maternal Maternal Lab History: FREE T-4-otherPregnancy:0.324 Maternal Maternal Diagnosis:9ccs168:PID-otherPregnancy:-0.317 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.270 Maternal Maternal Lab History: LDL-otherPregnancy:-0.238 Maternal Maternal Lab History: LDH-otherPregnancy:-0.214 Newborn Diagnosis:9ccs95:Oth nerv dx:0.205 Diagnosis:9ccs204:Ot joint dx:0.200 Maternal Maternal Procedure History:97140-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Maternal Maternal Procedure History:97140-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.704 Maternal Maternal Lab History: BASE DEFICIT-postPregnancy:0.537 Maternal Maternal Lab History: BICARBONATE-postPregnancy:-0.500 Maternal Maternal Procedure History:97110-postPregnancy:0.369 Maternal Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.341 Maternal Maternal Lab History: O2 SATURATION-postPregnancy:0.321 Maternal Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.282 Maternal Maternal Lab History: PTT-postPregnancy:-0.275 Maternal Maternal Lab History: URIC ACID-postPregnancy:0.273 Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Maternal Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:1.000 Maternal Maternal Lab History: LDL-otherPregnancy:-0.635 Maternal Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.605 Maternal Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.488 Maternal Maternal Lab History: NT MoM-otherPregnancy:0.355 Maternal Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.351 Maternal Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.266 Maternal Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.241 Maternal Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.231 Newborn Diagnosis:9ccs95:Oth nerv dx:0.198 Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.489 Correlated most with: Maternal Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:1.000 Maternal Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.462 Maternal Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.418 Maternal Maternal Procedure History:87880-postPregnancy:0.401 Maternal Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.384 Maternal Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.316 Maternal Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.280 Maternal Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:-0.236 Maternal Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.209 Maternal Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.168 Vital : 0.73963488229 MatDeliveryAge : 0.00636685111962 Number of Visits : 0.00618059159431 Maternal Vital : 0.0291767572303 Census : 0.0735023941856 Maternal Maternal Lab History : 0.0927817164534 Maternal Maternal Diagnosis : 0.0129476447612 Diagnosis : 0.0208492738566 Maternal Diagnosis : 0.00908824063125 Lab : 0.00160572316801 Maternal Maternal Procedure History : 0.00516654795234 Newborn Diagnosis : 0.00269937675721 Time to run analysis 0:16:44.564487 Total Time elapsed 15:45:35.103654 ----------------------------------------------------- girls min_5 no_census lasso regression Running batch 1 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 10, alpha = 0.001, R^2 train: 0.918, R^2 test: -1.631 Bootstrap CV 10, alpha = 0.005, R^2 train: 0.693, R^2 test: -0.088 Bootstrap CV 10, alpha = 0.01, R^2 train: 0.563, R^2 test: 0.129 Bootstrap CV 10, alpha = 0.1, R^2 train: 0.249, R^2 test: 0.259 best alpha via bootstrap CV: 0.1 AUC Train: 0.719, Explained Variance Score Train: 0.249 AUC Validation: 0.769, Explained Variance Score Validation: 0.279 AUC Test: 0.790, Explained Variance Score Test: 0.247 Bootstrap CV 4, alpha = 0.001, R^2 train: 0.941, R^2 test: -0.219 Bootstrap CV 4, alpha = 0.005, R^2 train: 0.747, R^2 test: 0.125 Bootstrap CV 4, alpha = 0.01, R^2 train: 0.649, R^2 test: 0.185 Bootstrap CV 4, alpha = 0.1, R^2 train: 0.313, R^2 test: 0.220 best alpha via bootstrap CV: 0.1 AUC Train: 0.790, Explained Variance Score Train: 0.313 AUC Validation: 0.813, Explained Variance Score Validation: 0.275 AUC Test: 0.809, Explained Variance Score Test: 0.295 Bootstrap CV 9, alpha = 0.001, R^2 train: 0.908, R^2 test: -0.871 Bootstrap CV 9, alpha = 0.005, R^2 train: 0.763, R^2 test: -0.032 Bootstrap CV 9, alpha = 0.01, R^2 train: 0.665, R^2 test: 0.122 Bootstrap CV 9, alpha = 0.1, R^2 train: 0.348, R^2 test: 0.308 best alpha via bootstrap CV: 0.1 AUC Train: 0.833, Explained Variance Score Train: 0.348 AUC Validation: 0.800, Explained Variance Score Validation: 0.337 AUC Test: 0.803, Explained Variance Score Test: 0.315 Bootstrap CV 8, alpha = 0.001, R^2 train: 0.910, R^2 test: -1.780 Bootstrap CV 8, alpha = 0.005, R^2 train: 0.763, R^2 test: -0.296 Bootstrap CV 8, alpha = 0.01, R^2 train: 0.646, R^2 test: 0.043 Bootstrap CV 8, alpha = 0.1, R^2 train: 0.363, R^2 test: 0.227 best alpha via bootstrap CV: 0.1 AUC Train: 0.795, Explained Variance Score Train: 0.363 AUC Validation: 0.718, Explained Variance Score Validation: 0.244 AUC Test: 0.808, Explained Variance Score Test: 0.321 Bootstrap CV 0, alpha = 0.001, R^2 train: 0.934, R^2 test: -6.557 Bootstrap CV 0, alpha = 0.005, R^2 train: 0.765, R^2 test: -1.079 Bootstrap CV 0, alpha = 0.01, R^2 train: 0.653, R^2 test: -0.428 Bootstrap CV 0, alpha = 0.1, R^2 train: 0.357, R^2 test: 0.108 best alpha via bootstrap CV: 0.1 AUC Train: 0.831, Explained Variance Score Train: 0.357 AUC Validation: 0.742, Explained Variance Score Validation: 0.158 AUC Test: 0.811, Explained Variance Score Test: 0.304 Bootstrap CV 7, alpha = 0.001, R^2 train: 0.917, R^2 test: -1.598 Bootstrap CV 7, alpha = 0.005, R^2 train: 0.811, R^2 test: -0.326 Bootstrap CV 7, alpha = 0.01, R^2 train: 0.730, R^2 test: -0.101 Bootstrap CV 7, alpha = 0.1, R^2 train: 0.371, R^2 test: 0.183 best alpha via bootstrap CV: 0.1 AUC Train: 0.798, Explained Variance Score Train: 0.371 AUC Validation: 0.852, Explained Variance Score Validation: 0.243 AUC Test: 0.816, Explained Variance Score Test: 0.335 Bootstrap CV 1, alpha = 0.001, R^2 train: 0.938, R^2 test: -0.302 Bootstrap CV 1, alpha = 0.005, R^2 train: 0.776, R^2 test: 0.097 Bootstrap CV 1, alpha = 0.01, R^2 train: 0.654, R^2 test: 0.202 Bootstrap CV 1, alpha = 0.1, R^2 train: 0.282, R^2 test: 0.233 best alpha via bootstrap CV: 0.1 AUC Train: 0.799, Explained Variance Score Train: 0.282 AUC Validation: 0.851, Explained Variance Score Validation: 0.266 AUC Test: 0.816, Explained Variance Score Test: 0.274 Bootstrap CV 5, alpha = 0.001, R^2 train: 0.884, R^2 test: -1.977 Bootstrap CV 5, alpha = 0.005, R^2 train: 0.780, R^2 test: -0.438 Bootstrap CV 5, alpha = 0.01, R^2 train: 0.707, R^2 test: -0.131 Bootstrap CV 5, alpha = 0.1, R^2 train: 0.378, R^2 test: 0.193 best alpha via bootstrap CV: 0.1 AUC Train: 0.801, Explained Variance Score Train: 0.378 AUC Validation: 0.795, Explained Variance Score Validation: 0.198 AUC Test: 0.812, Explained Variance Score Test: 0.361 Bootstrap CV 2, alpha = 0.001, R^2 train: 0.922, R^2 test: -2.025 Bootstrap CV 2, alpha = 0.005, R^2 train: 0.784, R^2 test: -0.585 Bootstrap CV 2, alpha = 0.01, R^2 train: 0.696, R^2 test: -0.227 Bootstrap CV 2, alpha = 0.1, R^2 train: 0.325, R^2 test: 0.182 best alpha via bootstrap CV: 0.1 AUC Train: 0.796, Explained Variance Score Train: 0.325 AUC Validation: 0.759, Explained Variance Score Validation: 0.189 AUC Test: 0.816, Explained Variance Score Test: 0.324 Bootstrap CV 11, alpha = 0.001, R^2 train: 0.944, R^2 test: -0.195 Bootstrap CV 11, alpha = 0.005, R^2 train: 0.819, R^2 test: 0.077 Bootstrap CV 11, alpha = 0.01, R^2 train: 0.692, R^2 test: 0.118 Bootstrap CV 11, alpha = 0.1, R^2 train: 0.270, R^2 test: 0.231 best alpha via bootstrap CV: 0.1 AUC Train: 0.777, Explained Variance Score Train: 0.270 AUC Validation: 0.781, Explained Variance Score Validation: 0.232 AUC Test: 0.801, Explained Variance Score Test: 0.257 Bootstrap CV 14, alpha = 0.001, R^2 train: 0.947, R^2 test: -0.743 Bootstrap CV 14, alpha = 0.005, R^2 train: 0.809, R^2 test: -0.106 Bootstrap CV 14, alpha = 0.01, R^2 train: 0.690, R^2 test: 0.034 Bootstrap CV 14, alpha = 0.1, R^2 train: 0.321, R^2 test: 0.208 best alpha via bootstrap CV: 0.1 AUC Train: 0.818, Explained Variance Score Train: 0.321 AUC Validation: 0.835, Explained Variance Score Validation: 0.220 AUC Test: 0.812, Explained Variance Score Test: 0.284 Bootstrap CV 13, alpha = 0.001, R^2 train: 0.889, R^2 test: 0.089 Bootstrap CV 13, alpha = 0.005, R^2 train: 0.736, R^2 test: 0.283 Bootstrap CV 13, alpha = 0.01, R^2 train: 0.649, R^2 test: 0.264 Bootstrap CV 13, alpha = 0.1, R^2 train: 0.351, R^2 test: 0.247 best alpha via bootstrap CV: 0.1 AUC Train: 0.724, Explained Variance Score Train: 0.351 AUC Validation: 0.802, Explained Variance Score Validation: 0.266 AUC Test: 0.808, Explained Variance Score Test: 0.245 Bootstrap CV 15, alpha = 0.001, R^2 train: 0.947, R^2 test: -1.494 Bootstrap CV 15, alpha = 0.005, R^2 train: 0.860, R^2 test: -0.312 Bootstrap CV 15, alpha = 0.01, R^2 train: 0.799, R^2 test: -0.046 Bootstrap CV 15, alpha = 0.1, R^2 train: 0.544, R^2 test: 0.374 best alpha via bootstrap CV: 0.1 AUC Train: 0.860, Explained Variance Score Train: 0.544 AUC Validation: 0.882, Explained Variance Score Validation: 0.374 AUC Test: 0.807, Explained Variance Score Test: 0.375 Bootstrap CV 3, alpha = 0.001, R^2 train: 0.935, R^2 test: -0.496 Bootstrap CV 3, alpha = 0.005, R^2 train: 0.849, R^2 test: -0.025 Bootstrap CV 3, alpha = 0.01, R^2 train: 0.775, R^2 test: 0.105 Bootstrap CV 3, alpha = 0.1, R^2 train: 0.483, R^2 test: 0.196 best alpha via bootstrap CV: 0.1 AUC Train: 0.860, Explained Variance Score Train: 0.483 AUC Validation: 0.683, Explained Variance Score Validation: 0.238 AUC Test: 0.809, Explained Variance Score Test: 0.361 Bootstrap CV 12, alpha = 0.001, R^2 train: 0.962, R^2 test: -1.784 Bootstrap CV 12, alpha = 0.005, R^2 train: 0.858, R^2 test: -0.433 Bootstrap CV 12, alpha = 0.01, R^2 train: 0.779, R^2 test: -0.037 Bootstrap CV 12, alpha = 0.1, R^2 train: 0.439, R^2 test: 0.368 best alpha via bootstrap CV: 0.1 AUC Train: 0.845, Explained Variance Score Train: 0.439 AUC Validation: 0.844, Explained Variance Score Validation: 0.374 AUC Test: 0.823, Explained Variance Score Test: 0.387 Bootstrap CV 6, alpha = 0.001, R^2 train: 0.951, R^2 test: -2.325 Bootstrap CV 6, alpha = 0.005, R^2 train: 0.817, R^2 test: -0.326 Bootstrap CV 6, alpha = 0.01, R^2 train: 0.718, R^2 test: -0.049 Bootstrap CV 6, alpha = 0.1, R^2 train: 0.391, R^2 test: 0.202 best alpha via bootstrap CV: 0.1 AUC Train: 0.770, Explained Variance Score Train: 0.391 AUC Validation: 0.751, Explained Variance Score Validation: 0.209 AUC Test: 0.809, Explained Variance Score Test: 0.353 Running batch 2 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 19, alpha = 0.001, R^2 train: 0.952, R^2 test: -0.422 Bootstrap CV 19, alpha = 0.005, R^2 train: 0.852, R^2 test: -0.017 Bootstrap CV 19, alpha = 0.01, R^2 train: 0.777, R^2 test: 0.161 Bootstrap CV 19, alpha = 0.1, R^2 train: 0.400, R^2 test: 0.289 best alpha via bootstrap CV: 0.1 AUC Train: 0.833, Explained Variance Score Train: 0.400 AUC Validation: 0.711, Explained Variance Score Validation: 0.298 AUC Test: 0.801, Explained Variance Score Test: 0.310
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 26, alpha = 0.001, R^2 train: 0.949, R^2 test: -0.704 Bootstrap CV 26, alpha = 0.005, R^2 train: 0.815, R^2 test: 0.126 Bootstrap CV 26, alpha = 0.01, R^2 train: 0.706, R^2 test: 0.256 Bootstrap CV 26, alpha = 0.1, R^2 train: 0.413, R^2 test: 0.278 best alpha via bootstrap CV: 0.1 AUC Train: 0.835, Explained Variance Score Train: 0.413 AUC Validation: 0.774, Explained Variance Score Validation: 0.279 AUC Test: 0.790, Explained Variance Score Test: 0.294 Bootstrap CV 21, alpha = 0.001, R^2 train: 0.922, R^2 test: -0.796 Bootstrap CV 21, alpha = 0.005, R^2 train: 0.741, R^2 test: 0.153 Bootstrap CV 21, alpha = 0.01, R^2 train: 0.638, R^2 test: 0.262 Bootstrap CV 21, alpha = 0.1, R^2 train: 0.363, R^2 test: 0.292 best alpha via bootstrap CV: 0.1 AUC Train: 0.797, Explained Variance Score Train: 0.363 AUC Validation: 0.799, Explained Variance Score Validation: 0.307 AUC Test: 0.799, Explained Variance Score Test: 0.291 Bootstrap CV 16, alpha = 0.001, R^2 train: 0.936, R^2 test: -0.921 Bootstrap CV 16, alpha = 0.005, R^2 train: 0.818, R^2 test: -0.044 Bootstrap CV 16, alpha = 0.01, R^2 train: 0.718, R^2 test: 0.026 Bootstrap CV 16, alpha = 0.1, R^2 train: 0.383, R^2 test: 0.353 best alpha via bootstrap CV: 0.1 AUC Train: 0.788, Explained Variance Score Train: 0.383 AUC Validation: 0.755, Explained Variance Score Validation: 0.353 AUC Test: 0.827, Explained Variance Score Test: 0.348 Bootstrap CV 20, alpha = 0.001, R^2 train: 0.943, R^2 test: -1.893 Bootstrap CV 20, alpha = 0.005, R^2 train: 0.775, R^2 test: 0.036 Bootstrap CV 20, alpha = 0.01, R^2 train: 0.671, R^2 test: 0.263 Bootstrap CV 20, alpha = 0.1, R^2 train: 0.394, R^2 test: 0.342 best alpha via bootstrap CV: 0.1 AUC Train: 0.831, Explained Variance Score Train: 0.394 AUC Validation: 0.837, Explained Variance Score Validation: 0.344 AUC Test: 0.828, Explained Variance Score Test: 0.316 Bootstrap CV 24, alpha = 0.001, R^2 train: 0.892, R^2 test: -1.776 Bootstrap CV 24, alpha = 0.005, R^2 train: 0.738, R^2 test: -0.207 Bootstrap CV 24, alpha = 0.01, R^2 train: 0.626, R^2 test: 0.204 Bootstrap CV 24, alpha = 0.1, R^2 train: 0.325, R^2 test: 0.281 best alpha via bootstrap CV: 0.1 AUC Train: 0.818, Explained Variance Score Train: 0.325 AUC Validation: 0.844, Explained Variance Score Validation: 0.297 AUC Test: 0.803, Explained Variance Score Test: 0.333 Bootstrap CV 30, alpha = 0.001, R^2 train: 0.954, R^2 test: -3.029 Bootstrap CV 30, alpha = 0.005, R^2 train: 0.851, R^2 test: -0.951 Bootstrap CV 30, alpha = 0.01, R^2 train: 0.769, R^2 test: -0.341 Bootstrap CV 30, alpha = 0.1, R^2 train: 0.462, R^2 test: 0.192 best alpha via bootstrap CV: 0.1 AUC Train: 0.813, Explained Variance Score Train: 0.462 AUC Validation: 0.679, Explained Variance Score Validation: 0.215 AUC Test: 0.814, Explained Variance Score Test: 0.382 Bootstrap CV 17, alpha = 0.001, R^2 train: 0.953, R^2 test: -1.636 Bootstrap CV 17, alpha = 0.005, R^2 train: 0.842, R^2 test: -0.537 Bootstrap CV 17, alpha = 0.01, R^2 train: 0.740, R^2 test: -0.124 Bootstrap CV 17, alpha = 0.1, R^2 train: 0.384, R^2 test: 0.288 best alpha via bootstrap CV: 0.1 AUC Train: 0.844, Explained Variance Score Train: 0.384 AUC Validation: 0.730, Explained Variance Score Validation: 0.336 AUC Test: 0.796, Explained Variance Score Test: 0.302 Bootstrap CV 29, alpha = 0.001, R^2 train: 0.878, R^2 test: -0.735 Bootstrap CV 29, alpha = 0.005, R^2 train: 0.733, R^2 test: -0.026 Bootstrap CV 29, alpha = 0.01, R^2 train: 0.642, R^2 test: 0.111 Bootstrap CV 29, alpha = 0.1, R^2 train: 0.348, R^2 test: 0.186 best alpha via bootstrap CV: 0.1 AUC Train: 0.807, Explained Variance Score Train: 0.348 AUC Validation: 0.734, Explained Variance Score Validation: 0.192 AUC Test: 0.804, Explained Variance Score Test: 0.322 Bootstrap CV 28, alpha = 0.001, R^2 train: 0.969, R^2 test: -1.695 Bootstrap CV 28, alpha = 0.005, R^2 train: 0.828, R^2 test: -0.155 Bootstrap CV 28, alpha = 0.01, R^2 train: 0.707, R^2 test: 0.088 Bootstrap CV 28, alpha = 0.1, R^2 train: 0.355, R^2 test: 0.217 best alpha via bootstrap CV: 0.1 AUC Train: 0.767, Explained Variance Score Train: 0.355 AUC Validation: 0.740, Explained Variance Score Validation: 0.220 AUC Test: 0.782, Explained Variance Score Test: 0.272 Bootstrap CV 25, alpha = 0.001, R^2 train: 0.917, R^2 test: -2.260 Bootstrap CV 25, alpha = 0.005, R^2 train: 0.734, R^2 test: -0.101 Bootstrap CV 25, alpha = 0.01, R^2 train: 0.642, R^2 test: 0.048 Bootstrap CV 25, alpha = 0.1, R^2 train: 0.351, R^2 test: 0.195 best alpha via bootstrap CV: 0.1 AUC Train: 0.777, Explained Variance Score Train: 0.351 AUC Validation: 0.750, Explained Variance Score Validation: 0.196 AUC Test: 0.804, Explained Variance Score Test: 0.297 Bootstrap CV 31, alpha = 0.001, R^2 train: 0.957, R^2 test: -1.646 Bootstrap CV 31, alpha = 0.005, R^2 train: 0.811, R^2 test: -0.244 Bootstrap CV 31, alpha = 0.01, R^2 train: 0.718, R^2 test: 0.042 Bootstrap CV 31, alpha = 0.1, R^2 train: 0.425, R^2 test: 0.199 best alpha via bootstrap CV: 0.1 AUC Train: 0.854, Explained Variance Score Train: 0.425 AUC Validation: 0.698, Explained Variance Score Validation: 0.219 AUC Test: 0.814, Explained Variance Score Test: 0.342 Bootstrap CV 22, alpha = 0.001, R^2 train: 0.954, R^2 test: -1.128 Bootstrap CV 22, alpha = 0.005, R^2 train: 0.792, R^2 test: 0.133 Bootstrap CV 22, alpha = 0.01, R^2 train: 0.702, R^2 test: 0.284 Bootstrap CV 22, alpha = 0.1, R^2 train: 0.354, R^2 test: 0.268 best alpha via bootstrap CV: 0.1 AUC Train: 0.800, Explained Variance Score Train: 0.354 AUC Validation: 0.687, Explained Variance Score Validation: 0.277 AUC Test: 0.810, Explained Variance Score Test: 0.324 Bootstrap CV 23, alpha = 0.001, R^2 train: 0.959, R^2 test: -2.557 Bootstrap CV 23, alpha = 0.005, R^2 train: 0.836, R^2 test: -0.368 Bootstrap CV 23, alpha = 0.01, R^2 train: 0.748, R^2 test: -0.097 Bootstrap CV 23, alpha = 0.1, R^2 train: 0.417, R^2 test: 0.185 best alpha via bootstrap CV: 0.1 AUC Train: 0.799, Explained Variance Score Train: 0.417 AUC Validation: 0.787, Explained Variance Score Validation: 0.185 AUC Test: 0.814, Explained Variance Score Test: 0.354 Bootstrap CV 18, alpha = 0.001, R^2 train: 0.921, R^2 test: -2.523 Bootstrap CV 18, alpha = 0.005, R^2 train: 0.745, R^2 test: -0.452 Bootstrap CV 18, alpha = 0.01, R^2 train: 0.633, R^2 test: -0.168 Bootstrap CV 18, alpha = 0.1, R^2 train: 0.310, R^2 test: 0.259 best alpha via bootstrap CV: 0.1 AUC Train: 0.776, Explained Variance Score Train: 0.310 AUC Validation: 0.838, Explained Variance Score Validation: 0.261 AUC Test: 0.782, Explained Variance Score Test: 0.290 Bootstrap CV 27, alpha = 0.001, R^2 train: 0.926, R^2 test: -1.703 Bootstrap CV 27, alpha = 0.005, R^2 train: 0.827, R^2 test: -0.179 Bootstrap CV 27, alpha = 0.01, R^2 train: 0.738, R^2 test: 0.096 Bootstrap CV 27, alpha = 0.1, R^2 train: 0.395, R^2 test: 0.363 best alpha via bootstrap CV: 0.1 AUC Train: 0.806, Explained Variance Score Train: 0.395 AUC Validation: 0.861, Explained Variance Score Validation: 0.373 AUC Test: 0.802, Explained Variance Score Test: 0.374 Running batch 3 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 36, alpha = 0.001, R^2 train: 0.933, R^2 test: -0.375 Bootstrap CV 36, alpha = 0.005, R^2 train: 0.779, R^2 test: 0.092 Bootstrap CV 36, alpha = 0.01, R^2 train: 0.666, R^2 test: 0.177 Bootstrap CV 36, alpha = 0.1, R^2 train: 0.290, R^2 test: 0.226 best alpha via bootstrap CV: 0.1 AUC Train: 0.780, Explained Variance Score Train: 0.290 AUC Validation: 0.818, Explained Variance Score Validation: 0.245 AUC Test: 0.803, Explained Variance Score Test: 0.281 Bootstrap CV 33, alpha = 0.001, R^2 train: 0.933, R^2 test: -2.882 Bootstrap CV 33, alpha = 0.005, R^2 train: 0.797, R^2 test: -0.705 Bootstrap CV 33, alpha = 0.01, R^2 train: 0.697, R^2 test: -0.230 Bootstrap CV 33, alpha = 0.1, R^2 train: 0.306, R^2 test: 0.217 best alpha via bootstrap CV: 0.1 AUC Train: 0.775, Explained Variance Score Train: 0.306 AUC Validation: 0.693, Explained Variance Score Validation: 0.229 AUC Test: 0.816, Explained Variance Score Test: 0.256 Bootstrap CV 47, alpha = 0.001, R^2 train: 0.947, R^2 test: -1.371 Bootstrap CV 47, alpha = 0.005, R^2 train: 0.777, R^2 test: -0.095 Bootstrap CV 47, alpha = 0.01, R^2 train: 0.664, R^2 test: 0.114 Bootstrap CV 47, alpha = 0.1, R^2 train: 0.404, R^2 test: 0.299 best alpha via bootstrap CV: 0.1 AUC Train: 0.779, Explained Variance Score Train: 0.404 AUC Validation: 0.846, Explained Variance Score Validation: 0.306 AUC Test: 0.807, Explained Variance Score Test: 0.330 Bootstrap CV 41, alpha = 0.001, R^2 train: 0.883, R^2 test: -3.134 Bootstrap CV 41, alpha = 0.005, R^2 train: 0.721, R^2 test: -0.608 Bootstrap CV 41, alpha = 0.01, R^2 train: 0.592, R^2 test: -0.192 Bootstrap CV 41, alpha = 0.1, R^2 train: 0.311, R^2 test: 0.193 best alpha via bootstrap CV: 0.1 AUC Train: 0.765, Explained Variance Score Train: 0.311 AUC Validation: 0.764, Explained Variance Score Validation: 0.204 AUC Test: 0.792, Explained Variance Score Test: 0.290 Bootstrap CV 34, alpha = 0.001, R^2 train: 0.889, R^2 test: -0.773 Bootstrap CV 34, alpha = 0.005, R^2 train: 0.724, R^2 test: 0.030 Bootstrap CV 34, alpha = 0.01, R^2 train: 0.625, R^2 test: 0.158 Bootstrap CV 34, alpha = 0.1, R^2 train: 0.338, R^2 test: 0.244 best alpha via bootstrap CV: 0.1 AUC Train: 0.810, Explained Variance Score Train: 0.338 AUC Validation: 0.765, Explained Variance Score Validation: 0.244 AUC Test: 0.803, Explained Variance Score Test: 0.288 Bootstrap CV 37, alpha = 0.001, R^2 train: 0.881, R^2 test: -2.163 Bootstrap CV 37, alpha = 0.005, R^2 train: 0.666, R^2 test: -0.184 Bootstrap CV 37, alpha = 0.01, R^2 train: 0.525, R^2 test: 0.157 Bootstrap CV 37, alpha = 0.1, R^2 train: 0.177, R^2 test: 0.232 best alpha via bootstrap CV: 0.1 AUC Train: 0.665, Explained Variance Score Train: 0.177 AUC Validation: 0.807, Explained Variance Score Validation: 0.279 AUC Test: 0.805, Explained Variance Score Test: 0.208 Bootstrap CV 42, alpha = 0.001, R^2 train: 0.916, R^2 test: -3.048 Bootstrap CV 42, alpha = 0.005, R^2 train: 0.727, R^2 test: -0.741 Bootstrap CV 42, alpha = 0.01, R^2 train: 0.619, R^2 test: -0.262 Bootstrap CV 42, alpha = 0.1, R^2 train: 0.261, R^2 test: 0.298 best alpha via bootstrap CV: 0.1 AUC Train: 0.835, Explained Variance Score Train: 0.261 AUC Validation: 0.769, Explained Variance Score Validation: 0.302 AUC Test: 0.787, Explained Variance Score Test: 0.253 Bootstrap CV 43, alpha = 0.001, R^2 train: 0.897, R^2 test: -0.740 Bootstrap CV 43, alpha = 0.005, R^2 train: 0.787, R^2 test: 0.122 Bootstrap CV 43, alpha = 0.01, R^2 train: 0.700, R^2 test: 0.309 Bootstrap CV 43, alpha = 0.1, R^2 train: 0.356, R^2 test: 0.377 best alpha via bootstrap CV: 0.1 AUC Train: 0.817, Explained Variance Score Train: 0.356 AUC Validation: 0.830, Explained Variance Score Validation: 0.378 AUC Test: 0.816, Explained Variance Score Test: 0.340 Bootstrap CV 44, alpha = 0.001, R^2 train: 0.962, R^2 test: -1.290 Bootstrap CV 44, alpha = 0.005, R^2 train: 0.846, R^2 test: 0.016 Bootstrap CV 44, alpha = 0.01, R^2 train: 0.761, R^2 test: 0.174 Bootstrap CV 44, alpha = 0.1, R^2 train: 0.423, R^2 test: 0.413 best alpha via bootstrap CV: 0.1 AUC Train: 0.838, Explained Variance Score Train: 0.423 AUC Validation: 0.815, Explained Variance Score Validation: 0.420 AUC Test: 0.804, Explained Variance Score Test: 0.367 Bootstrap CV 40, alpha = 0.001, R^2 train: 0.922, R^2 test: -1.260 Bootstrap CV 40, alpha = 0.005, R^2 train: 0.710, R^2 test: -0.024 Bootstrap CV 40, alpha = 0.01, R^2 train: 0.594, R^2 test: 0.130 Bootstrap CV 40, alpha = 0.1, R^2 train: 0.224, R^2 test: 0.209 best alpha via bootstrap CV: 0.1 AUC Train: 0.755, Explained Variance Score Train: 0.224 AUC Validation: 0.791, Explained Variance Score Validation: 0.210 AUC Test: 0.803, Explained Variance Score Test: 0.257 Bootstrap CV 45, alpha = 0.001, R^2 train: 0.945, R^2 test: -0.174 Bootstrap CV 45, alpha = 0.005, R^2 train: 0.801, R^2 test: 0.285 Bootstrap CV 45, alpha = 0.01, R^2 train: 0.695, R^2 test: 0.369 Bootstrap CV 45, alpha = 0.1, R^2 train: 0.349, R^2 test: 0.344 best alpha via bootstrap CV: 0.1 AUC Train: 0.774, Explained Variance Score Train: 0.349 AUC Validation: 0.748, Explained Variance Score Validation: 0.353 AUC Test: 0.804, Explained Variance Score Test: 0.305 Bootstrap CV 38, alpha = 0.001, R^2 train: 0.906, R^2 test: -2.675 Bootstrap CV 38, alpha = 0.005, R^2 train: 0.733, R^2 test: -0.136 Bootstrap CV 38, alpha = 0.01, R^2 train: 0.637, R^2 test: 0.124 Bootstrap CV 38, alpha = 0.1, R^2 train: 0.364, R^2 test: 0.328 best alpha via bootstrap CV: 0.1 AUC Train: 0.839, Explained Variance Score Train: 0.364 AUC Validation: 0.791, Explained Variance Score Validation: 0.328 AUC Test: 0.799, Explained Variance Score Test: 0.347 Bootstrap CV 32, alpha = 0.001, R^2 train: 0.878, R^2 test: -0.372 Bootstrap CV 32, alpha = 0.005, R^2 train: 0.730, R^2 test: 0.184 Bootstrap CV 32, alpha = 0.01, R^2 train: 0.619, R^2 test: 0.262 Bootstrap CV 32, alpha = 0.1, R^2 train: 0.281, R^2 test: 0.268 best alpha via bootstrap CV: 0.1 AUC Train: 0.804, Explained Variance Score Train: 0.281 AUC Validation: 0.801, Explained Variance Score Validation: 0.307 AUC Test: 0.808, Explained Variance Score Test: 0.280 Bootstrap CV 46, alpha = 0.001, R^2 train: 0.959, R^2 test: -2.686 Bootstrap CV 46, alpha = 0.005, R^2 train: 0.840, R^2 test: -0.703 Bootstrap CV 46, alpha = 0.01, R^2 train: 0.749, R^2 test: -0.590 Bootstrap CV 46, alpha = 0.1, R^2 train: 0.358, R^2 test: 0.049 best alpha via bootstrap CV: 0.1 AUC Train: 0.762, Explained Variance Score Train: 0.358 AUC Validation: 0.710, Explained Variance Score Validation: 0.088 AUC Test: 0.806, Explained Variance Score Test: 0.343 Bootstrap CV 35, alpha = 0.001, R^2 train: 0.954, R^2 test: -0.708 Bootstrap CV 35, alpha = 0.005, R^2 train: 0.815, R^2 test: 0.039 Bootstrap CV 35, alpha = 0.01, R^2 train: 0.731, R^2 test: 0.202 Bootstrap CV 35, alpha = 0.1, R^2 train: 0.358, R^2 test: 0.388 best alpha via bootstrap CV: 0.1 AUC Train: 0.793, Explained Variance Score Train: 0.358 AUC Validation: 0.759, Explained Variance Score Validation: 0.388 AUC Test: 0.815, Explained Variance Score Test: 0.322 Bootstrap CV 39, alpha = 0.001, R^2 train: 0.954, R^2 test: -2.020 Bootstrap CV 39, alpha = 0.005, R^2 train: 0.803, R^2 test: -0.381 Bootstrap CV 39, alpha = 0.01, R^2 train: 0.685, R^2 test: -0.074 Bootstrap CV 39, alpha = 0.1, R^2 train: 0.357, R^2 test: 0.259 best alpha via bootstrap CV: 0.1 AUC Train: 0.762, Explained Variance Score Train: 0.357 AUC Validation: 0.810, Explained Variance Score Validation: 0.334 AUC Test: 0.799, Explained Variance Score Test: 0.293 Running batch 4 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 49, alpha = 0.001, R^2 train: 0.895, R^2 test: -3.888 Bootstrap CV 49, alpha = 0.005, R^2 train: 0.709, R^2 test: -0.246 Bootstrap CV 49, alpha = 0.01, R^2 train: 0.612, R^2 test: 0.066 Bootstrap CV 49, alpha = 0.1, R^2 train: 0.311, R^2 test: 0.209 best alpha via bootstrap CV: 0.1 AUC Train: 0.801, Explained Variance Score Train: 0.311 AUC Validation: 0.832, Explained Variance Score Validation: 0.209 AUC Test: 0.790, Explained Variance Score Test: 0.276 Bootstrap CV 50, alpha = 0.001, R^2 train: 0.913, R^2 test: -0.202 Bootstrap CV 50, alpha = 0.005, R^2 train: 0.751, R^2 test: 0.339 Bootstrap CV 50, alpha = 0.01, R^2 train: 0.626, R^2 test: 0.331 Bootstrap CV 50, alpha = 0.1, R^2 train: 0.209, R^2 test: 0.252 best alpha via bootstrap CV: 0.1 AUC Train: 0.693, Explained Variance Score Train: 0.209 AUC Validation: 0.759, Explained Variance Score Validation: 0.255 AUC Test: 0.790, Explained Variance Score Test: 0.209 Bootstrap CV 53, alpha = 0.001, R^2 train: 0.915, R^2 test: -1.830 Bootstrap CV 53, alpha = 0.005, R^2 train: 0.764, R^2 test: -0.317 Bootstrap CV 53, alpha = 0.01, R^2 train: 0.678, R^2 test: -0.060 Bootstrap CV 53, alpha = 0.1, R^2 train: 0.250, R^2 test: 0.184 best alpha via bootstrap CV: 0.1 AUC Train: 0.683, Explained Variance Score Train: 0.250 AUC Validation: 0.747, Explained Variance Score Validation: 0.200 AUC Test: 0.795, Explained Variance Score Test: 0.275 Bootstrap CV 61, alpha = 0.001, R^2 train: 0.890, R^2 test: -1.766 Bootstrap CV 61, alpha = 0.005, R^2 train: 0.765, R^2 test: -0.344 Bootstrap CV 61, alpha = 0.01, R^2 train: 0.676, R^2 test: -0.004 Bootstrap CV 61, alpha = 0.1, R^2 train: 0.333, R^2 test: 0.408 best alpha via bootstrap CV: 0.1 AUC Train: 0.824, Explained Variance Score Train: 0.333 AUC Validation: 0.796, Explained Variance Score Validation: 0.440 AUC Test: 0.800, Explained Variance Score Test: 0.332 Bootstrap CV 57, alpha = 0.001, R^2 train: 0.962, R^2 test: -2.471 Bootstrap CV 57, alpha = 0.005, R^2 train: 0.793, R^2 test: -0.182 Bootstrap CV 57, alpha = 0.01, R^2 train: 0.667, R^2 test: 0.124 Bootstrap CV 57, alpha = 0.1, R^2 train: 0.313, R^2 test: 0.299 best alpha via bootstrap CV: 0.1 AUC Train: 0.772, Explained Variance Score Train: 0.313 AUC Validation: 0.743, Explained Variance Score Validation: 0.300 AUC Test: 0.776, Explained Variance Score Test: 0.292 Bootstrap CV 63, alpha = 0.001, R^2 train: 0.938, R^2 test: -3.992 Bootstrap CV 63, alpha = 0.005, R^2 train: 0.748, R^2 test: -0.372 Bootstrap CV 63, alpha = 0.01, R^2 train: 0.627, R^2 test: -0.035 Bootstrap CV 63, alpha = 0.1, R^2 train: 0.305, R^2 test: 0.251 best alpha via bootstrap CV: 0.1 AUC Train: 0.792, Explained Variance Score Train: 0.305 AUC Validation: 0.789, Explained Variance Score Validation: 0.253 AUC Test: 0.811, Explained Variance Score Test: 0.311 Bootstrap CV 55, alpha = 0.001, R^2 train: 0.965, R^2 test: -0.218 Bootstrap CV 55, alpha = 0.005, R^2 train: 0.825, R^2 test: 0.070 Bootstrap CV 55, alpha = 0.01, R^2 train: 0.733, R^2 test: 0.116 Bootstrap CV 55, alpha = 0.1, R^2 train: 0.483, R^2 test: 0.293 best alpha via bootstrap CV: 0.1 AUC Train: 0.814, Explained Variance Score Train: 0.483 AUC Validation: 0.872, Explained Variance Score Validation: 0.293 AUC Test: 0.813, Explained Variance Score Test: 0.346 Bootstrap CV 60, alpha = 0.001, R^2 train: 0.925, R^2 test: -1.372 Bootstrap CV 60, alpha = 0.005, R^2 train: 0.828, R^2 test: -0.336 Bootstrap CV 60, alpha = 0.01, R^2 train: 0.759, R^2 test: -0.006 Bootstrap CV 60, alpha = 0.1, R^2 train: 0.444, R^2 test: 0.424 best alpha via bootstrap CV: 0.1 AUC Train: 0.848, Explained Variance Score Train: 0.444 AUC Validation: 0.815, Explained Variance Score Validation: 0.425 AUC Test: 0.818, Explained Variance Score Test: 0.389 Bootstrap CV 58, alpha = 0.001, R^2 train: 0.958, R^2 test: -2.194 Bootstrap CV 58, alpha = 0.005, R^2 train: 0.827, R^2 test: -0.390 Bootstrap CV 58, alpha = 0.01, R^2 train: 0.715, R^2 test: -0.120 Bootstrap CV 58, alpha = 0.1, R^2 train: 0.344, R^2 test: 0.204 best alpha via bootstrap CV: 0.1 AUC Train: 0.768, Explained Variance Score Train: 0.344 AUC Validation: 0.714, Explained Variance Score Validation: 0.250 AUC Test: 0.809, Explained Variance Score Test: 0.311 Bootstrap CV 54, alpha = 0.001, R^2 train: 0.947, R^2 test: -1.723 Bootstrap CV 54, alpha = 0.005, R^2 train: 0.823, R^2 test: -0.608 Bootstrap CV 54, alpha = 0.01, R^2 train: 0.752, R^2 test: -0.302 Bootstrap CV 54, alpha = 0.1, R^2 train: 0.415, R^2 test: 0.310 best alpha via bootstrap CV: 0.1 AUC Train: 0.799, Explained Variance Score Train: 0.415 AUC Validation: 0.725, Explained Variance Score Validation: 0.312 AUC Test: 0.799, Explained Variance Score Test: 0.363 Bootstrap CV 51, alpha = 0.001, R^2 train: 0.943, R^2 test: -1.244 Bootstrap CV 51, alpha = 0.005, R^2 train: 0.836, R^2 test: -0.163 Bootstrap CV 51, alpha = 0.01, R^2 train: 0.756, R^2 test: -0.014 Bootstrap CV 51, alpha = 0.1, R^2 train: 0.460, R^2 test: 0.103 best alpha via bootstrap CV: 0.1 AUC Train: 0.769, Explained Variance Score Train: 0.460 AUC Validation: 0.685, Explained Variance Score Validation: 0.115 AUC Test: 0.787, Explained Variance Score Test: 0.340 Bootstrap CV 59, alpha = 0.001, R^2 train: 0.928, R^2 test: -0.721 Bootstrap CV 59, alpha = 0.005, R^2 train: 0.787, R^2 test: 0.096 Bootstrap CV 59, alpha = 0.01, R^2 train: 0.661, R^2 test: 0.335 Bootstrap CV 59, alpha = 0.1, R^2 train: 0.262, R^2 test: 0.367 best alpha via bootstrap CV: 0.1 AUC Train: 0.761, Explained Variance Score Train: 0.262 AUC Validation: 0.749, Explained Variance Score Validation: 0.368 AUC Test: 0.803, Explained Variance Score Test: 0.279 Bootstrap CV 56, alpha = 0.001, R^2 train: 0.916, R^2 test: -1.895 Bootstrap CV 56, alpha = 0.005, R^2 train: 0.735, R^2 test: -0.068 Bootstrap CV 56, alpha = 0.01, R^2 train: 0.637, R^2 test: 0.128 Bootstrap CV 56, alpha = 0.1, R^2 train: 0.340, R^2 test: 0.225 best alpha via bootstrap CV: 0.1 AUC Train: 0.836, Explained Variance Score Train: 0.340 AUC Validation: 0.674, Explained Variance Score Validation: 0.228 AUC Test: 0.805, Explained Variance Score Test: 0.330 Bootstrap CV 48, alpha = 0.001, R^2 train: 0.947, R^2 test: -0.598 Bootstrap CV 48, alpha = 0.005, R^2 train: 0.799, R^2 test: 0.244 Bootstrap CV 48, alpha = 0.01, R^2 train: 0.703, R^2 test: 0.347 Bootstrap CV 48, alpha = 0.1, R^2 train: 0.464, R^2 test: 0.371 best alpha via bootstrap CV: 0.1 AUC Train: 0.839, Explained Variance Score Train: 0.464 AUC Validation: 0.738, Explained Variance Score Validation: 0.372 AUC Test: 0.802, Explained Variance Score Test: 0.355 Bootstrap CV 52, alpha = 0.001, R^2 train: 0.926, R^2 test: -1.100 Bootstrap CV 52, alpha = 0.005, R^2 train: 0.830, R^2 test: -0.097 Bootstrap CV 52, alpha = 0.01, R^2 train: 0.744, R^2 test: 0.086 Bootstrap CV 52, alpha = 0.1, R^2 train: 0.365, R^2 test: 0.267 best alpha via bootstrap CV: 0.1 AUC Train: 0.757, Explained Variance Score Train: 0.365 AUC Validation: 0.692, Explained Variance Score Validation: 0.271 AUC Test: 0.806, Explained Variance Score Test: 0.368 Bootstrap CV 62, alpha = 0.001, R^2 train: 0.950, R^2 test: -0.759 Bootstrap CV 62, alpha = 0.005, R^2 train: 0.814, R^2 test: -0.130 Bootstrap CV 62, alpha = 0.01, R^2 train: 0.701, R^2 test: 0.102 Bootstrap CV 62, alpha = 0.1, R^2 train: 0.383, R^2 test: 0.211 best alpha via bootstrap CV: 0.1 AUC Train: 0.863, Explained Variance Score Train: 0.383 AUC Validation: 0.713, Explained Variance Score Validation: 0.214 AUC Test: 0.808, Explained Variance Score Test: 0.331 Running batch 5 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 73, alpha = 0.001, R^2 train: 0.870, R^2 test: -1.266 Bootstrap CV 73, alpha = 0.005, R^2 train: 0.708, R^2 test: 0.043 Bootstrap CV 73, alpha = 0.01, R^2 train: 0.600, R^2 test: 0.135 Bootstrap CV 73, alpha = 0.1, R^2 train: 0.281, R^2 test: 0.326 best alpha via bootstrap CV: 0.1 AUC Train: 0.801, Explained Variance Score Train: 0.281 AUC Validation: 0.863, Explained Variance Score Validation: 0.326 AUC Test: 0.822, Explained Variance Score Test: 0.276 Bootstrap CV 66, alpha = 0.001, R^2 train: 0.966, R^2 test: -1.318 Bootstrap CV 66, alpha = 0.005, R^2 train: 0.839, R^2 test: -0.192 Bootstrap CV 66, alpha = 0.01, R^2 train: 0.733, R^2 test: -0.002 Bootstrap CV 66, alpha = 0.1, R^2 train: 0.407, R^2 test: 0.296 best alpha via bootstrap CV: 0.1 AUC Train: 0.847, Explained Variance Score Train: 0.407 AUC Validation: 0.800, Explained Variance Score Validation: 0.303 AUC Test: 0.802, Explained Variance Score Test: 0.330 Bootstrap CV 76, alpha = 0.001, R^2 train: 0.918, R^2 test: -1.609 Bootstrap CV 76, alpha = 0.005, R^2 train: 0.703, R^2 test: -0.245 Bootstrap CV 76, alpha = 0.01, R^2 train: 0.566, R^2 test: 0.040 Bootstrap CV 76, alpha = 0.1, R^2 train: 0.255, R^2 test: 0.168 best alpha via bootstrap CV: 0.1 AUC Train: 0.755, Explained Variance Score Train: 0.255 AUC Validation: 0.684, Explained Variance Score Validation: 0.172 AUC Test: 0.790, Explained Variance Score Test: 0.228 Bootstrap CV 71, alpha = 0.001, R^2 train: 0.938, R^2 test: -0.453 Bootstrap CV 71, alpha = 0.005, R^2 train: 0.781, R^2 test: -0.096 Bootstrap CV 71, alpha = 0.01, R^2 train: 0.675, R^2 test: 0.062 Bootstrap CV 71, alpha = 0.1, R^2 train: 0.419, R^2 test: 0.167 best alpha via bootstrap CV: 0.1 AUC Train: 0.814, Explained Variance Score Train: 0.419 AUC Validation: 0.726, Explained Variance Score Validation: 0.171 AUC Test: 0.826, Explained Variance Score Test: 0.344 Bootstrap CV 70, alpha = 0.001, R^2 train: 0.863, R^2 test: -0.877 Bootstrap CV 70, alpha = 0.005, R^2 train: 0.697, R^2 test: -0.180 Bootstrap CV 70, alpha = 0.01, R^2 train: 0.589, R^2 test: -0.040 Bootstrap CV 70, alpha = 0.1, R^2 train: 0.245, R^2 test: 0.172 best alpha via bootstrap CV: 0.1 AUC Train: 0.767, Explained Variance Score Train: 0.245 AUC Validation: 0.747, Explained Variance Score Validation: 0.178 AUC Test: 0.765, Explained Variance Score Test: 0.196 Bootstrap CV 69, alpha = 0.001, R^2 train: 0.946, R^2 test: -1.117 Bootstrap CV 69, alpha = 0.005, R^2 train: 0.762, R^2 test: 0.105 Bootstrap CV 69, alpha = 0.01, R^2 train: 0.649, R^2 test: 0.300 Bootstrap CV 69, alpha = 0.1, R^2 train: 0.412, R^2 test: 0.346 best alpha via bootstrap CV: 0.1 AUC Train: 0.884, Explained Variance Score Train: 0.412 AUC Validation: 0.853, Explained Variance Score Validation: 0.351 AUC Test: 0.812, Explained Variance Score Test: 0.339 Bootstrap CV 64, alpha = 0.001, R^2 train: 0.885, R^2 test: -1.204 Bootstrap CV 64, alpha = 0.005, R^2 train: 0.735, R^2 test: -0.092 Bootstrap CV 64, alpha = 0.01, R^2 train: 0.643, R^2 test: 0.189 Bootstrap CV 64, alpha = 0.1, R^2 train: 0.385, R^2 test: 0.387 best alpha via bootstrap CV: 0.1 AUC Train: 0.780, Explained Variance Score Train: 0.385 AUC Validation: 0.863, Explained Variance Score Validation: 0.405 AUC Test: 0.819, Explained Variance Score Test: 0.340 Bootstrap CV 78, alpha = 0.001, R^2 train: 0.944, R^2 test: -0.992 Bootstrap CV 78, alpha = 0.005, R^2 train: 0.803, R^2 test: 0.103 Bootstrap CV 78, alpha = 0.01, R^2 train: 0.700, R^2 test: 0.292 Bootstrap CV 78, alpha = 0.1, R^2 train: 0.359, R^2 test: 0.398 best alpha via bootstrap CV: 0.1 AUC Train: 0.822, Explained Variance Score Train: 0.359 AUC Validation: 0.814, Explained Variance Score Validation: 0.414 AUC Test: 0.791, Explained Variance Score Test: 0.307 Bootstrap CV 67, alpha = 0.001, R^2 train: 0.941, R^2 test: -0.456 Bootstrap CV 67, alpha = 0.005, R^2 train: 0.754, R^2 test: 0.166 Bootstrap CV 67, alpha = 0.01, R^2 train: 0.620, R^2 test: 0.215 Bootstrap CV 67, alpha = 0.1, R^2 train: 0.300, R^2 test: 0.272 best alpha via bootstrap CV: 0.1 AUC Train: 0.809, Explained Variance Score Train: 0.300 AUC Validation: 0.733, Explained Variance Score Validation: 0.292 AUC Test: 0.800, Explained Variance Score Test: 0.278 Bootstrap CV 65, alpha = 0.001, R^2 train: 0.951, R^2 test: -1.559 Bootstrap CV 65, alpha = 0.005, R^2 train: 0.820, R^2 test: -0.351 Bootstrap CV 65, alpha = 0.01, R^2 train: 0.729, R^2 test: -0.207 Bootstrap CV 65, alpha = 0.1, R^2 train: 0.400, R^2 test: 0.346 best alpha via bootstrap CV: 0.1 AUC Train: 0.800, Explained Variance Score Train: 0.400 AUC Validation: 0.811, Explained Variance Score Validation: 0.358 AUC Test: 0.809, Explained Variance Score Test: 0.366 Bootstrap CV 68, alpha = 0.001, R^2 train: 0.918, R^2 test: -0.888 Bootstrap CV 68, alpha = 0.005, R^2 train: 0.780, R^2 test: -0.120 Bootstrap CV 68, alpha = 0.01, R^2 train: 0.658, R^2 test: 0.048 Bootstrap CV 68, alpha = 0.1, R^2 train: 0.329, R^2 test: 0.216 best alpha via bootstrap CV: 0.1 AUC Train: 0.771, Explained Variance Score Train: 0.329 AUC Validation: 0.848, Explained Variance Score Validation: 0.219 AUC Test: 0.771, Explained Variance Score Test: 0.245 Bootstrap CV 77, alpha = 0.001, R^2 train: 0.942, R^2 test: -2.021 Bootstrap CV 77, alpha = 0.005, R^2 train: 0.781, R^2 test: -0.578 Bootstrap CV 77, alpha = 0.01, R^2 train: 0.658, R^2 test: -0.200 Bootstrap CV 77, alpha = 0.1, R^2 train: 0.300, R^2 test: 0.025 best alpha via bootstrap CV: 0.1 AUC Train: 0.760, Explained Variance Score Train: 0.300 AUC Validation: 0.649, Explained Variance Score Validation: 0.045 AUC Test: 0.796, Explained Variance Score Test: 0.285 Bootstrap CV 74, alpha = 0.001, R^2 train: 0.896, R^2 test: -1.772 Bootstrap CV 74, alpha = 0.005, R^2 train: 0.747, R^2 test: -0.273 Bootstrap CV 74, alpha = 0.01, R^2 train: 0.653, R^2 test: -0.020 Bootstrap CV 74, alpha = 0.1, R^2 train: 0.281, R^2 test: 0.171 best alpha via bootstrap CV: 0.1 AUC Train: 0.795, Explained Variance Score Train: 0.281 AUC Validation: 0.746, Explained Variance Score Validation: 0.172 AUC Test: 0.803, Explained Variance Score Test: 0.305 Bootstrap CV 75, alpha = 0.001, R^2 train: 0.975, R^2 test: -1.357 Bootstrap CV 75, alpha = 0.005, R^2 train: 0.875, R^2 test: -0.017 Bootstrap CV 75, alpha = 0.01, R^2 train: 0.803, R^2 test: 0.086 Bootstrap CV 75, alpha = 0.1, R^2 train: 0.498, R^2 test: 0.239 best alpha via bootstrap CV: 0.1 AUC Train: 0.842, Explained Variance Score Train: 0.498 AUC Validation: 0.780, Explained Variance Score Validation: 0.239 AUC Test: 0.814, Explained Variance Score Test: 0.383 Bootstrap CV 72, alpha = 0.001, R^2 train: 0.903, R^2 test: -1.149 Bootstrap CV 72, alpha = 0.005, R^2 train: 0.750, R^2 test: -0.137 Bootstrap CV 72, alpha = 0.01, R^2 train: 0.640, R^2 test: 0.070 Bootstrap CV 72, alpha = 0.1, R^2 train: 0.274, R^2 test: 0.243 best alpha via bootstrap CV: 0.1 AUC Train: 0.796, Explained Variance Score Train: 0.274 AUC Validation: 0.756, Explained Variance Score Validation: 0.307 AUC Test: 0.781, Explained Variance Score Test: 0.270 Bootstrap CV 79, alpha = 0.001, R^2 train: 0.949, R^2 test: -0.394 Bootstrap CV 79, alpha = 0.005, R^2 train: 0.772, R^2 test: 0.198 Bootstrap CV 79, alpha = 0.01, R^2 train: 0.642, R^2 test: 0.242 Bootstrap CV 79, alpha = 0.1, R^2 train: 0.234, R^2 test: 0.205 best alpha via bootstrap CV: 0.1 AUC Train: 0.776, Explained Variance Score Train: 0.234 AUC Validation: 0.743, Explained Variance Score Validation: 0.222 AUC Test: 0.792, Explained Variance Score Test: 0.252 Running batch 6 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 80, alpha = 0.001, R^2 train: 0.890, R^2 test: -1.524 Bootstrap CV 80, alpha = 0.005, R^2 train: 0.684, R^2 test: -0.181 Bootstrap CV 80, alpha = 0.01, R^2 train: 0.570, R^2 test: 0.041 Bootstrap CV 80, alpha = 0.1, R^2 train: 0.252, R^2 test: 0.160 best alpha via bootstrap CV: 0.1 AUC Train: 0.827, Explained Variance Score Train: 0.252 AUC Validation: 0.792, Explained Variance Score Validation: 0.204 AUC Test: 0.797, Explained Variance Score Test: 0.267 Bootstrap CV 81, alpha = 0.001, R^2 train: 0.973, R^2 test: -0.600 Bootstrap CV 81, alpha = 0.005, R^2 train: 0.861, R^2 test: 0.008 Bootstrap CV 81, alpha = 0.01, R^2 train: 0.749, R^2 test: 0.221 Bootstrap CV 81, alpha = 0.1, R^2 train: 0.361, R^2 test: 0.376 best alpha via bootstrap CV: 0.1 AUC Train: 0.804, Explained Variance Score Train: 0.361 AUC Validation: 0.840, Explained Variance Score Validation: 0.376 AUC Test: 0.804, Explained Variance Score Test: 0.316 Bootstrap CV 88, alpha = 0.001, R^2 train: 0.966, R^2 test: -1.146 Bootstrap CV 88, alpha = 0.005, R^2 train: 0.841, R^2 test: -0.091 Bootstrap CV 88, alpha = 0.01, R^2 train: 0.760, R^2 test: 0.087 Bootstrap CV 88, alpha = 0.1, R^2 train: 0.375, R^2 test: 0.294 best alpha via bootstrap CV: 0.1 AUC Train: 0.801, Explained Variance Score Train: 0.375 AUC Validation: 0.811, Explained Variance Score Validation: 0.310 AUC Test: 0.816, Explained Variance Score Test: 0.353 Bootstrap CV 85, alpha = 0.001, R^2 train: 0.908, R^2 test: -2.898 Bootstrap CV 85, alpha = 0.005, R^2 train: 0.729, R^2 test: -0.384 Bootstrap CV 85, alpha = 0.01, R^2 train: 0.607, R^2 test: -0.136 Bootstrap CV 85, alpha = 0.1, R^2 train: 0.253, R^2 test: 0.170 best alpha via bootstrap CV: 0.1 AUC Train: 0.774, Explained Variance Score Train: 0.253 AUC Validation: 0.704, Explained Variance Score Validation: 0.193 AUC Test: 0.787, Explained Variance Score Test: 0.260 Bootstrap CV 94, alpha = 0.001, R^2 train: 0.917, R^2 test: -2.142 Bootstrap CV 94, alpha = 0.005, R^2 train: 0.781, R^2 test: -0.797 Bootstrap CV 94, alpha = 0.01, R^2 train: 0.682, R^2 test: -0.247 Bootstrap CV 94, alpha = 0.1, R^2 train: 0.383, R^2 test: 0.105 best alpha via bootstrap CV: 0.1 AUC Train: 0.787, Explained Variance Score Train: 0.383 AUC Validation: 0.623, Explained Variance Score Validation: 0.111 AUC Test: 0.810, Explained Variance Score Test: 0.344 Bootstrap CV 82, alpha = 0.001, R^2 train: 0.927, R^2 test: -1.618 Bootstrap CV 82, alpha = 0.005, R^2 train: 0.794, R^2 test: -0.293 Bootstrap CV 82, alpha = 0.01, R^2 train: 0.693, R^2 test: -0.007 Bootstrap CV 82, alpha = 0.1, R^2 train: 0.329, R^2 test: 0.269 best alpha via bootstrap CV: 0.1 AUC Train: 0.800, Explained Variance Score Train: 0.329 AUC Validation: 0.755, Explained Variance Score Validation: 0.286 AUC Test: 0.811, Explained Variance Score Test: 0.345 Bootstrap CV 92, alpha = 0.001, R^2 train: 0.898, R^2 test: -2.567 Bootstrap CV 92, alpha = 0.005, R^2 train: 0.731, R^2 test: -0.106 Bootstrap CV 92, alpha = 0.01, R^2 train: 0.658, R^2 test: -0.013 Bootstrap CV 92, alpha = 0.1, R^2 train: 0.375, R^2 test: 0.265 best alpha via bootstrap CV: 0.1 AUC Train: 0.845, Explained Variance Score Train: 0.375 AUC Validation: 0.865, Explained Variance Score Validation: 0.273 AUC Test: 0.801, Explained Variance Score Test: 0.313 Bootstrap CV 89, alpha = 0.001, R^2 train: 0.926, R^2 test: -1.378 Bootstrap CV 89, alpha = 0.005, R^2 train: 0.788, R^2 test: -0.156 Bootstrap CV 89, alpha = 0.01, R^2 train: 0.667, R^2 test: 0.101 Bootstrap CV 89, alpha = 0.1, R^2 train: 0.295, R^2 test: 0.279 best alpha via bootstrap CV: 0.1 AUC Train: 0.758, Explained Variance Score Train: 0.295 AUC Validation: 0.760, Explained Variance Score Validation: 0.280 AUC Test: 0.810, Explained Variance Score Test: 0.288 Bootstrap CV 91, alpha = 0.001, R^2 train: 0.913, R^2 test: -0.520 Bootstrap CV 91, alpha = 0.005, R^2 train: 0.729, R^2 test: 0.183 Bootstrap CV 91, alpha = 0.01, R^2 train: 0.639, R^2 test: 0.238 Bootstrap CV 91, alpha = 0.1, R^2 train: 0.280, R^2 test: 0.199 best alpha via bootstrap CV: 0.01 AUC Train: 0.905, Explained Variance Score Train: 0.639 AUC Validation: 0.827, Explained Variance Score Validation: 0.251 AUC Test: 0.754, Explained Variance Score Test: 0.245 Bootstrap CV 87, alpha = 0.001, R^2 train: 0.969, R^2 test: -0.705 Bootstrap CV 87, alpha = 0.005, R^2 train: 0.880, R^2 test: -0.129 Bootstrap CV 87, alpha = 0.01, R^2 train: 0.802, R^2 test: 0.027 Bootstrap CV 87, alpha = 0.1, R^2 train: 0.477, R^2 test: 0.176 best alpha via bootstrap CV: 0.1 AUC Train: 0.830, Explained Variance Score Train: 0.477 AUC Validation: 0.719, Explained Variance Score Validation: 0.184 AUC Test: 0.819, Explained Variance Score Test: 0.363 Bootstrap CV 90, alpha = 0.001, R^2 train: 0.930, R^2 test: -0.773 Bootstrap CV 90, alpha = 0.005, R^2 train: 0.772, R^2 test: -0.093 Bootstrap CV 90, alpha = 0.01, R^2 train: 0.666, R^2 test: 0.113 Bootstrap CV 90, alpha = 0.1, R^2 train: 0.234, R^2 test: 0.277 best alpha via bootstrap CV: 0.1 AUC Train: 0.758, Explained Variance Score Train: 0.234 AUC Validation: 0.875, Explained Variance Score Validation: 0.296 AUC Test: 0.780, Explained Variance Score Test: 0.220 Bootstrap CV 86, alpha = 0.001, R^2 train: 0.969, R^2 test: -1.052 Bootstrap CV 86, alpha = 0.005, R^2 train: 0.828, R^2 test: -0.103 Bootstrap CV 86, alpha = 0.01, R^2 train: 0.727, R^2 test: 0.128 Bootstrap CV 86, alpha = 0.1, R^2 train: 0.389, R^2 test: 0.290 best alpha via bootstrap CV: 0.1 AUC Train: 0.806, Explained Variance Score Train: 0.389 AUC Validation: 0.738, Explained Variance Score Validation: 0.294 AUC Test: 0.814, Explained Variance Score Test: 0.367 Bootstrap CV 83, alpha = 0.001, R^2 train: 0.894, R^2 test: -2.092 Bootstrap CV 83, alpha = 0.005, R^2 train: 0.758, R^2 test: -0.410 Bootstrap CV 83, alpha = 0.01, R^2 train: 0.676, R^2 test: -0.053 Bootstrap CV 83, alpha = 0.1, R^2 train: 0.381, R^2 test: 0.352 best alpha via bootstrap CV: 0.1 AUC Train: 0.827, Explained Variance Score Train: 0.381 AUC Validation: 0.833, Explained Variance Score Validation: 0.353 AUC Test: 0.825, Explained Variance Score Test: 0.339 Bootstrap CV 95, alpha = 0.001, R^2 train: 0.951, R^2 test: -1.937 Bootstrap CV 95, alpha = 0.005, R^2 train: 0.785, R^2 test: -0.386 Bootstrap CV 95, alpha = 0.01, R^2 train: 0.668, R^2 test: -0.043 Bootstrap CV 95, alpha = 0.1, R^2 train: 0.320, R^2 test: 0.135 best alpha via bootstrap CV: 0.1 AUC Train: 0.760, Explained Variance Score Train: 0.320 AUC Validation: 0.628, Explained Variance Score Validation: 0.139 AUC Test: 0.792, Explained Variance Score Test: 0.255 Bootstrap CV 84, alpha = 0.001, R^2 train: 0.910, R^2 test: -0.843 Bootstrap CV 84, alpha = 0.005, R^2 train: 0.773, R^2 test: 0.141 Bootstrap CV 84, alpha = 0.01, R^2 train: 0.656, R^2 test: 0.280 Bootstrap CV 84, alpha = 0.1, R^2 train: 0.317, R^2 test: 0.248 best alpha via bootstrap CV: 0.1 AUC Train: 0.833, Explained Variance Score Train: 0.317 AUC Validation: 0.752, Explained Variance Score Validation: 0.254 AUC Test: 0.824, Explained Variance Score Test: 0.332 Bootstrap CV 93, alpha = 0.001, R^2 train: 0.966, R^2 test: -0.910 Bootstrap CV 93, alpha = 0.005, R^2 train: 0.850, R^2 test: 0.003 Bootstrap CV 93, alpha = 0.01, R^2 train: 0.767, R^2 test: 0.214 Bootstrap CV 93, alpha = 0.1, R^2 train: 0.482, R^2 test: 0.303 best alpha via bootstrap CV: 0.1 AUC Train: 0.776, Explained Variance Score Train: 0.482 AUC Validation: 0.760, Explained Variance Score Validation: 0.303 AUC Test: 0.813, Explained Variance Score Test: 0.364 Running batch 7 of 7 with 4 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 98, alpha = 0.001, R^2 train: 0.922, R^2 test: -2.331 Bootstrap CV 98, alpha = 0.005, R^2 train: 0.736, R^2 test: -0.189 Bootstrap CV 98, alpha = 0.01, R^2 train: 0.631, R^2 test: -0.072 Bootstrap CV 98, alpha = 0.1, R^2 train: 0.373, R^2 test: 0.180 best alpha via bootstrap CV: 0.1 AUC Train: 0.842, Explained Variance Score Train: 0.373 AUC Validation: 0.695, Explained Variance Score Validation: 0.233 AUC Test: 0.802, Explained Variance Score Test: 0.331 Bootstrap CV 99, alpha = 0.001, R^2 train: 0.935, R^2 test: -2.673 Bootstrap CV 99, alpha = 0.005, R^2 train: 0.772, R^2 test: -0.368 Bootstrap CV 99, alpha = 0.01, R^2 train: 0.666, R^2 test: -0.062 Bootstrap CV 99, alpha = 0.1, R^2 train: 0.243, R^2 test: 0.321 best alpha via bootstrap CV: 0.1 AUC Train: 0.736, Explained Variance Score Train: 0.243 AUC Validation: 0.773, Explained Variance Score Validation: 0.347 AUC Test: 0.790, Explained Variance Score Test: 0.282 Bootstrap CV 96, alpha = 0.001, R^2 train: 0.946, R^2 test: -2.421 Bootstrap CV 96, alpha = 0.005, R^2 train: 0.800, R^2 test: -0.201 Bootstrap CV 96, alpha = 0.01, R^2 train: 0.716, R^2 test: 0.069 Bootstrap CV 96, alpha = 0.1, R^2 train: 0.345, R^2 test: 0.364 best alpha via bootstrap CV: 0.1 AUC Train: 0.790, Explained Variance Score Train: 0.345 AUC Validation: 0.800, Explained Variance Score Validation: 0.394 AUC Test: 0.818, Explained Variance Score Test: 0.309 Bootstrap CV 97, alpha = 0.001, R^2 train: 0.935, R^2 test: -1.467 Bootstrap CV 97, alpha = 0.005, R^2 train: 0.728, R^2 test: -0.200 Bootstrap CV 97, alpha = 0.01, R^2 train: 0.613, R^2 test: -0.059 Bootstrap CV 97, alpha = 0.1, R^2 train: 0.301, R^2 test: 0.176 best alpha via bootstrap CV: 0.1 AUC Train: 0.774, Explained Variance Score Train: 0.301 AUC Validation: 0.729, Explained Variance Score Validation: 0.190 AUC Test: 0.805, Explained Variance Score Test: 0.290 total Variables 333 and total subjects: 1698 ->AUC validation: 0.772 95% CI: [0.760 , 0.783] ->AUC test: 0.804 95% CI: [0.801 , 0.806] ->R^2 validation: 0.270 95% CI: [0.255 , 0.286] ->R^2 test: 0.310 95% CI: [0.301 , 0.318] ->Explained Variance validation: 0.256 95% CI: [0.240 , 0.272] ->Explained Variance test: 0.305 95% CI: [0.296 , 0.314] Test set metrics: @threshold:0.765, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:0.689, sens:0.018, spec:1.000, ppv:1.000, acc:0.841, f1:0.036, mcc:0.000, total+:1, total-:338 @threshold:0.556, sens:0.036, spec:1.000, ppv:1.000, acc:0.844, f1:0.070, mcc:0.000, total+:2, total-:337 @threshold:0.494, sens:0.036, spec:0.996, ppv:0.667, acc:0.841, f1:0.069, mcc:0.141, total+:3, total-:336 @threshold:0.422, sens:0.055, spec:0.968, ppv:0.250, acc:0.820, f1:0.090, mcc:0.006, total+:12, total-:327 @threshold:0.409, sens:0.073, spec:0.965, ppv:0.286, acc:0.820, f1:0.116, mcc:0.008, total+:14, total-:325 @threshold:0.399, sens:0.091, spec:0.965, ppv:0.333, acc:0.823, f1:0.143, mcc:0.011, total+:15, total-:324 @threshold:0.377, sens:0.109, spec:0.961, ppv:0.353, acc:0.823, f1:0.167, mcc:0.012, total+:17, total-:322 @threshold:0.364, sens:0.127, spec:0.954, ppv:0.350, acc:0.820, f1:0.187, mcc:0.011, total+:20, total-:319 @threshold:0.361, sens:0.145, spec:0.951, ppv:0.364, acc:0.820, f1:0.208, mcc:0.011, total+:22, total-:317 @threshold:0.358, sens:0.164, spec:0.951, ppv:0.391, acc:0.823, f1:0.231, mcc:0.013, total+:23, total-:316 @threshold:0.348, sens:0.200, spec:0.947, ppv:0.423, acc:0.826, f1:0.272, mcc:0.015, total+:26, total-:313 @threshold:0.339, sens:0.218, spec:0.947, ppv:0.444, acc:0.829, f1:0.293, mcc:0.017, total+:27, total-:312 @threshold:0.329, sens:0.291, spec:0.944, ppv:0.500, acc:0.838, f1:0.368, mcc:0.020, total+:32, total-:307 @threshold:0.319, sens:0.309, spec:0.930, ppv:0.459, acc:0.829, f1:0.370, mcc:0.016, total+:37, total-:302 @threshold:0.309, sens:0.364, spec:0.926, ppv:0.488, acc:0.835, f1:0.417, mcc:0.017, total+:41, total-:298 @threshold:0.307, sens:0.382, spec:0.926, ppv:0.500, acc:0.838, f1:0.433, mcc:0.018, total+:42, total-:297 @threshold:0.305, sens:0.382, spec:0.923, ppv:0.488, acc:0.835, f1:0.429, mcc:0.017, total+:43, total-:296 @threshold:0.284, sens:0.400, spec:0.912, ppv:0.468, acc:0.829, f1:0.431, mcc:0.015, total+:47, total-:292 @threshold:0.282, sens:0.418, spec:0.908, ppv:0.469, acc:0.829, f1:0.442, mcc:0.015, total+:49, total-:290 @threshold:0.266, sens:0.436, spec:0.901, ppv:0.462, acc:0.826, f1:0.449, mcc:0.014, total+:52, total-:287 @threshold:0.264, sens:0.436, spec:0.898, ppv:0.453, acc:0.823, f1:0.444, mcc:0.013, total+:53, total-:286 @threshold:0.253, sens:0.455, spec:0.891, ppv:0.446, acc:0.820, f1:0.450, mcc:0.012, total+:56, total-:283 @threshold:0.233, sens:0.473, spec:0.887, ppv:0.448, acc:0.820, f1:0.460, mcc:0.012, total+:58, total-:281 @threshold:0.219, sens:0.491, spec:0.880, ppv:0.443, acc:0.817, f1:0.466, mcc:0.012, total+:61, total-:278 @threshold:0.219, sens:0.491, spec:0.877, ppv:0.435, acc:0.814, f1:0.462, mcc:0.011, total+:62, total-:277 @threshold:0.209, sens:0.509, spec:0.870, ppv:0.431, acc:0.811, f1:0.467, mcc:0.011, total+:65, total-:274 @threshold:0.200, sens:0.527, spec:0.866, ppv:0.433, acc:0.811, f1:0.475, mcc:0.011, total+:67, total-:272 @threshold:0.154, sens:0.545, spec:0.817, ppv:0.366, acc:0.773, f1:0.438, mcc:0.007, total+:82, total-:257 @threshold:0.152, sens:0.545, spec:0.813, ppv:0.361, acc:0.770, f1:0.435, mcc:0.007, total+:83, total-:256 @threshold:0.151, sens:0.564, spec:0.813, ppv:0.369, acc:0.773, f1:0.446, mcc:0.007, total+:84, total-:255 @threshold:0.136, sens:0.564, spec:0.810, ppv:0.365, acc:0.770, f1:0.443, mcc:0.007, total+:85, total-:254 @threshold:0.105, sens:0.582, spec:0.775, ppv:0.333, acc:0.743, f1:0.424, mcc:0.005, total+:96, total-:243 @threshold:0.103, sens:0.582, spec:0.771, ppv:0.330, acc:0.740, f1:0.421, mcc:0.005, total+:97, total-:242 @threshold:0.097, sens:0.600, spec:0.768, ppv:0.333, acc:0.740, f1:0.429, mcc:0.005, total+:99, total-:240 @threshold:0.094, sens:0.600, spec:0.764, ppv:0.330, acc:0.737, f1:0.426, mcc:0.005, total+:100, total-:239 @threshold:0.083, sens:0.618, spec:0.746, ppv:0.321, acc:0.726, f1:0.422, mcc:0.005, total+:106, total-:233 @threshold:0.083, sens:0.618, spec:0.743, ppv:0.318, acc:0.723, f1:0.420, mcc:0.005, total+:107, total-:232 @threshold:0.075, sens:0.636, spec:0.736, ppv:0.318, acc:0.720, f1:0.424, mcc:0.005, total+:110, total-:229 @threshold:0.075, sens:0.636, spec:0.732, ppv:0.315, acc:0.717, f1:0.422, mcc:0.005, total+:111, total-:228 @threshold:0.071, sens:0.655, spec:0.725, ppv:0.316, acc:0.714, f1:0.426, mcc:0.005, total+:114, total-:225 @threshold:0.070, sens:0.655, spec:0.722, ppv:0.313, acc:0.711, f1:0.424, mcc:0.005, total+:115, total-:224 @threshold:0.060, sens:0.673, spec:0.704, ppv:0.306, acc:0.699, f1:0.420, mcc:0.004, total+:121, total-:218 @threshold:0.060, sens:0.673, spec:0.701, ppv:0.303, acc:0.696, f1:0.418, mcc:0.004, total+:122, total-:217 @threshold:0.043, sens:0.691, spec:0.680, ppv:0.295, acc:0.681, f1:0.413, mcc:0.004, total+:129, total-:210 @threshold:0.041, sens:0.709, spec:0.676, ppv:0.298, acc:0.681, f1:0.419, mcc:0.004, total+:131, total-:208 @threshold:0.023, sens:0.727, spec:0.665, ppv:0.296, acc:0.676, f1:0.421, mcc:0.004, total+:135, total-:204 @threshold:0.015, sens:0.727, spec:0.662, ppv:0.294, acc:0.673, f1:0.419, mcc:0.004, total+:136, total-:203 @threshold:0.003, sens:0.745, spec:0.627, ppv:0.279, acc:0.646, f1:0.406, mcc:0.003, total+:147, total-:192 @threshold:-0.002, sens:0.745, spec:0.623, ppv:0.277, acc:0.643, f1:0.404, mcc:0.003, total+:148, total-:191 @threshold:-0.037, sens:0.764, spec:0.592, ppv:0.266, acc:0.619, f1:0.394, mcc:0.003, total+:158, total-:181 @threshold:-0.038, sens:0.764, spec:0.588, ppv:0.264, acc:0.617, f1:0.393, mcc:0.003, total+:159, total-:180 @threshold:-0.041, sens:0.782, spec:0.585, ppv:0.267, acc:0.617, f1:0.398, mcc:0.003, total+:161, total-:178 @threshold:-0.043, sens:0.782, spec:0.581, ppv:0.265, acc:0.614, f1:0.396, mcc:0.003, total+:162, total-:177 @threshold:-0.064, sens:0.818, spec:0.496, ppv:0.239, acc:0.549, f1:0.370, mcc:0.002, total+:188, total-:151 @threshold:-0.065, sens:0.818, spec:0.493, ppv:0.238, acc:0.546, f1:0.369, mcc:0.002, total+:189, total-:150 @threshold:-0.073, sens:0.836, spec:0.489, ppv:0.241, acc:0.546, f1:0.374, mcc:0.002, total+:191, total-:148 @threshold:-0.074, sens:0.836, spec:0.486, ppv:0.240, acc:0.543, f1:0.372, mcc:0.002, total+:192, total-:147 @threshold:-0.095, sens:0.855, spec:0.454, ppv:0.233, acc:0.519, f1:0.366, mcc:0.002, total+:202, total-:137 @threshold:-0.099, sens:0.855, spec:0.451, ppv:0.232, acc:0.516, f1:0.364, mcc:0.002, total+:203, total-:136 @threshold:-0.130, sens:0.873, spec:0.405, ppv:0.221, acc:0.481, f1:0.353, mcc:0.002, total+:217, total-:122 @threshold:-0.139, sens:0.873, spec:0.401, ppv:0.220, acc:0.478, f1:0.352, mcc:0.002, total+:218, total-:121 @threshold:-0.158, sens:0.891, spec:0.387, ppv:0.220, acc:0.469, f1:0.353, mcc:0.002, total+:223, total-:116 @threshold:-0.160, sens:0.891, spec:0.384, ppv:0.219, acc:0.466, f1:0.351, mcc:0.002, total+:224, total-:115 @threshold:-0.168, sens:0.909, spec:0.370, ppv:0.218, acc:0.457, f1:0.352, mcc:0.002, total+:229, total-:110 @threshold:-0.172, sens:0.909, spec:0.366, ppv:0.217, acc:0.454, f1:0.351, mcc:0.002, total+:230, total-:109 @threshold:-0.184, sens:0.927, spec:0.349, ppv:0.216, acc:0.442, f1:0.351, mcc:0.002, total+:236, total-:103 @threshold:-0.185, sens:0.927, spec:0.345, ppv:0.215, acc:0.440, f1:0.349, mcc:0.002, total+:237, total-:102 @threshold:-0.209, sens:0.927, spec:0.327, ppv:0.211, acc:0.425, f1:0.343, mcc:0.002, total+:242, total-:97 @threshold:-0.210, sens:0.927, spec:0.324, ppv:0.210, acc:0.422, f1:0.342, mcc:0.002, total+:243, total-:96 @threshold:-0.212, sens:0.945, spec:0.320, ppv:0.212, acc:0.422, f1:0.347, mcc:0.002, total+:245, total-:94 @threshold:-0.217, sens:0.945, spec:0.317, ppv:0.211, acc:0.419, f1:0.346, mcc:0.002, total+:246, total-:93 @threshold:-0.232, sens:0.964, spec:0.289, ppv:0.208, acc:0.398, f1:0.342, mcc:0.002, total+:255, total-:84 @threshold:-0.236, sens:0.964, spec:0.285, ppv:0.207, acc:0.395, f1:0.341, mcc:0.002, total+:256, total-:83 @threshold:-0.383, sens:0.982, spec:0.151, ppv:0.183, acc:0.286, f1:0.309, mcc:0.002, total+:295, total-:44 @threshold:-0.395, sens:0.982, spec:0.148, ppv:0.182, acc:0.283, f1:0.308, mcc:0.002, total+:296, total-:43 @threshold:-1.089, sens:1.000, spec:0.004, ppv:0.163, acc:0.165, f1:0.280, mcc:0.001, total+:338, total-:1 * Vital: Wt for Length ZScore-latest | coef 0.105 95% CI: [0.084 , 0.126] | OR_adj 1.111 [1.088 1.134] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.783 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.093 Diagnosis:9ccs48:Thyroid dsor:-0.071 Number of Visits:0.070 Diagnosis:9ccs259:Unclassified:-0.067 Diagnosis:9ccs74:Ot mentl cnd:0.060 Diagnosis:9ccs94:Other ear dx:0.055 Diagnosis:9ccs61:Sickle cell:-0.053 Diagnosis:9ccs58:Ot nutrit dx:0.053 Diagnosis:9ccs239:Superfic inj:0.051 Diagnosis:9ccs7:Viral infect:0.051 * Vital: BMI-avg19to24 | coef 0.086 95% CI: [0.060 , 0.112] | OR_adj 1.090 [1.062 1.118] | occ: 1354 | OR_unadj: 4.046 [3.062 5.347] | indivs AUC:0.772 Correlated most with: Diagnosis:9ccs259:Unclassified:-0.086 Diagnosis:9ccs48:Thyroid dsor:-0.079 Diagnosis:9ccs133:Oth low resp:-0.064 Diagnosis:9ccs198:Ot infl skin:-0.057 Diagnosis:9ccs10:Immuniz/scrn:-0.054 Diagnosis:9ccs167:Breast dx:-0.050 Diagnosis:9ccs61:Sickle cell:-0.048 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.047 Lab:297262 HEMOGLOBIN (HEMOCUE):0.046 Diagnosis:9ccs0:No DX:-0.046 * Vital: BMI-latest | coef 0.083 95% CI: [0.062 , 0.104] | OR_adj 1.086 [1.064 1.110] | occ: 1621 | OR_unadj: 4.766 [3.528 6.438] | indivs AUC:0.795 Correlated most with: Diagnosis:9ccs58:Ot nutrit dx:0.077 Diagnosis:9ccs259:Unclassified:-0.071 Diagnosis:9ccs126:Ot up rsp in:0.070 Diagnosis:9ccs48:Thyroid dsor:-0.064 Diagnosis:9ccs74:Ot mentl cnd:0.058 Diagnosis:9ccs247:Lymph enlarg:0.057 Diagnosis:9ccs253:Allergy:0.053 Diagnosis:9ccs239:Superfic inj:0.048 Lab:297262 HEMOGLOBIN (HEMOCUE):0.048 Diagnosis:9ccs94:Other ear dx:0.047 * Vital: BMI-avg13to16 | coef 0.047 95% CI: [0.032 , 0.062] | OR_adj 1.048 [1.032 1.064] | occ: 1286 | OR_unadj: 3.814 [2.889 5.036] | indivs AUC:0.725 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.085 Diagnosis:9ccs153:GI hemorrhag:-0.068 Diagnosis:9ccs242:Poisn ot med:0.067 Diagnosis:9ccs48:Thyroid dsor:-0.063 Diagnosis:9ccs133:Oth low resp:-0.055 Diagnosis:9ccs224:Ot perint dx:-0.053 Diagnosis:9ccs138:Esophgeal dx:-0.052 Diagnosis:9ccs124:Tonsillitis:0.050 Diagnosis:9ccs92:Otitis media:0.050 Diagnosis:9ccs259:Unclassified:-0.049 * Vital: Wt for Length ZScore-avg16to19 | coef 0.039 95% CI: [0.026 , 0.052] | OR_adj 1.040 [1.026 1.053] | occ: 1267 | OR_unadj: 3.111 [2.368 4.088] | indivs AUC:0.781 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.074 Diagnosis:9ccs92:Otitis media:0.065 Diagnosis:9ccs234:Crush injury:0.059 Diagnosis:9ccs217:Ot cong anom:-0.059 Diagnosis:9ccs96:Hrt valve dx:-0.054 Diagnosis:9ccs259:Unclassified:-0.053 Lab:297262 HEMOGLOBIN (HEMOCUE):0.052 Diagnosis:9ccs238:Complic proc:-0.051 Diagnosis:9ccs125:Bronchitis:0.048 Diagnosis:9ccs138:Esophgeal dx:-0.047 * Vital: Wt for Len Percentile-avg13to16 | coef 0.028 95% CI: [0.019 , 0.037] | OR_adj 1.028 [1.019 1.037] | occ: 1286 | OR_unadj: 3.426 [2.597 4.520] | indivs AUC:0.718 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.082 Diagnosis:9ccs48:Thyroid dsor:-0.071 Diagnosis:9ccs58:Ot nutrit dx:-0.058 Diagnosis:9ccs10:Immuniz/scrn:-0.055 Diagnosis:9ccs143:Abdom hernia:0.054 Diagnosis:9ccs92:Otitis media:0.054 Diagnosis:9ccs124:Tonsillitis:0.053 Diagnosis:9ccs89:Blindness:0.051 Diagnosis:9ccs213:Cardiac anom:-0.049 Diagnosis:9ccs240:Burns:-0.049 * Vital: Wt-latest | coef 0.026 95% CI: [0.018 , 0.034] | OR_adj 1.026 [1.018 1.034] | occ: 1626 | OR_unadj: 3.500 [2.571 4.766] | indivs AUC:0.761 Correlated most with: Number of Visits:0.377 Diagnosis:9ccs126:Ot up rsp in:0.281 Diagnosis:9ccs10:Immuniz/scrn:0.260 Diagnosis:9ccs92:Otitis media:0.212 Diagnosis:9ccs7:Viral infect:0.178 Diagnosis:9ccs257:Ot aftercare:0.155 Diagnosis:9ccs135:Intest infct:0.138 Diagnosis:9ccs90:Eye infectn:0.129 Diagnosis:9ccs125:Bronchitis:0.109 Diagnosis:9ccs74:Ot mentl cnd:0.105 * Vital: BMI-gain0to24 | coef 0.023 95% CI: [0.011 , 0.035] | OR_adj 1.023 [1.011 1.036] | occ: 1338 | OR_unadj: 3.923 [2.973 5.177] | indivs AUC:0.778 Correlated most with: Diagnosis:9ccs259:Unclassified:-0.084 Diagnosis:9ccs48:Thyroid dsor:-0.079 Diagnosis:9ccs133:Oth low resp:-0.066 Diagnosis:9ccs198:Ot infl skin:-0.059 Diagnosis:9ccs61:Sickle cell:-0.052 Diagnosis:9ccs0:No DX:-0.051 Diagnosis:9ccs167:Breast dx:-0.050 Diagnosis:9ccs10:Immuniz/scrn:-0.050 Lab:297262 HEMOGLOBIN (HEMOCUE):0.049 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.048 * Vital: Wt-avg19to24 | coef 0.018 95% CI: [0.008 , 0.028] | OR_adj 1.018 [1.008 1.028] | occ: 1372 | OR_unadj: 3.824 [2.897 5.047] | indivs AUC:0.770 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.075 Lab:297262 HEMOGLOBIN (HEMOCUE):0.066 Diagnosis:9ccs128:Asthma:0.048 Diagnosis:9ccs124:Tonsillitis:0.047 Newborn Diagnosis:9ccs219:Low birth wt:-0.047 Diagnosis:9ccs143:Abdom hernia:0.045 Diagnosis:9ccs89:Blindness:0.044 Diagnosis:9ccs215:gu cong anom:0.041 Lab:323825 STREP SCREEN THROAT - Sunrise:0.041 Diagnosis:9ccs2603:E Codes: Fall:0.041 * Vital: Wt for Length ZScore-avg3to5 | coef 0.017 95% CI: [0.011 , 0.023] | OR_adj 1.017 [1.011 1.023] | occ: 1299 | OR_unadj: 1.902 [1.455 2.486] | indivs AUC:0.604 Correlated most with: Diagnosis:9ccs240:Burns:-0.068 Diagnosis:9ccs125:Bronchitis:0.053 Diagnosis:9ccs76:Meningitis:0.052 Diagnosis:9ccs92:Otitis media:0.051 Diagnosis:9ccs244:Other injury:-0.050 Diagnosis:9ccs61:Sickle cell:-0.047 Diagnosis:9ccs259:Unclassified:-0.045 Diagnosis:9ccs63:Wht blood dx:-0.045 Diagnosis:9ccs209:Ot acq defor:-0.044 Diagnosis:9ccs58:Ot nutrit dx:-0.043 * Vital: Wt Change-avg19to24 | coef 0.011 95% CI: [0.005 , 0.018] | OR_adj 1.011 [1.005 1.018] | occ: 880 | OR_unadj: 2.064 [1.510 2.823] | indivs AUC:0.612 Correlated most with: Number of Visits:-0.186 Diagnosis:9ccs92:Otitis media:-0.142 Diagnosis:9ccs126:Ot up rsp in:-0.126 Diagnosis:9ccs133:Oth low resp:-0.099 Diagnosis:9ccs125:Bronchitis:-0.085 Diagnosis:9ccs127:COPD:-0.080 Diagnosis:9ccs257:Ot aftercare:-0.078 Diagnosis:9ccs217:Ot cong anom:0.066 Diagnosis:9ccs7:Viral infect:-0.066 Diagnosis:9ccs135:Intest infct:-0.065 * Vital: Wt for Len Percentile-latest | coef 0.011 95% CI: [0.004 , 0.017] | OR_adj 1.011 [1.004 1.017] | occ: 1535 | OR_unadj: 4.512 [3.322 6.127] | indivs AUC:0.778 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.082 Diagnosis:9ccs259:Unclassified:-0.073 Diagnosis:9ccs74:Ot mentl cnd:0.061 Diagnosis:9ccs143:Abdom hernia:0.056 Diagnosis:9ccs167:Breast dx:-0.054 Diagnosis:9ccs208:Acq foot def:0.051 Diagnosis:9ccs61:Sickle cell:-0.050 Diagnosis:9ccs126:Ot up rsp in:0.047 Lab:297262 HEMOGLOBIN (HEMOCUE):0.043 Diagnosis:9ccs125:Bronchitis:0.042 * Vital: Wt-gain0to24 | coef 0.010 95% CI: [0.003 , 0.018] | OR_adj 1.011 [1.003 1.018] | occ: 1357 | OR_unadj: 3.724 [2.823 4.912] | indivs AUC:0.775 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.076 Lab:297262 HEMOGLOBIN (HEMOCUE):0.067 Diagnosis:9ccs124:Tonsillitis:0.047 Diagnosis:9ccs89:Blindness:0.045 Diagnosis:9ccs215:gu cong anom:0.043 Diagnosis:9ccs200:Oth skin dx:0.042 Lab:323825 STREP SCREEN THROAT - Sunrise:0.041 Diagnosis:9ccs2603:E Codes: Fall:0.041 Newborn Diagnosis:9ccs219:Low birth wt:-0.040 Diagnosis:9ccs238:Complic proc:-0.040 * Vital: Wt for Length ZScore-avg13to16 | coef 0.010 95% CI: [0.002 , 0.017] | OR_adj 1.010 [1.002 1.017] | occ: 1287 | OR_unadj: 3.550 [2.689 4.687] | indivs AUC:0.715 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.076 Diagnosis:9ccs48:Thyroid dsor:-0.070 Diagnosis:9ccs242:Poisn ot med:0.065 Diagnosis:9ccs10:Immuniz/scrn:-0.061 Diagnosis:9ccs259:Unclassified:-0.057 Diagnosis:9ccs92:Otitis media:0.055 Diagnosis:9ccs124:Tonsillitis:0.054 Diagnosis:9ccs168:PID:0.049 Diagnosis:9ccs58:Ot nutrit dx:-0.048 Diagnosis:9ccs89:Blindness:0.046 * Vital: Wt Change-latest | coef 0.010 95% CI: [0.002 , 0.017] | OR_adj 1.010 [1.002 1.018] | occ: 979 | OR_unadj: 1.660 [1.219 2.259] | indivs AUC:0.608 Correlated most with: Number of Visits:-0.181 Diagnosis:9ccs126:Ot up rsp in:-0.138 Diagnosis:9ccs92:Otitis media:-0.120 Diagnosis:9ccs125:Bronchitis:-0.110 Diagnosis:9ccs133:Oth low resp:-0.082 Newborn Diagnosis:9ccs0:No DX:0.081 Diagnosis:9ccs135:Intest infct:-0.079 Diagnosis:9ccs257:Ot aftercare:-0.078 Diagnosis:9ccs7:Viral infect:-0.071 Diagnosis:9ccs198:Ot infl skin:-0.069 * Vital: Wt for Length Zscore-avg10to13 | coef 0.009 95% CI: [0.003 , 0.015] | OR_adj 1.009 [1.003 1.015] | occ: 1381 | OR_unadj: 2.955 [2.245 3.890] | indivs AUC:0.694 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:0.073 Diagnosis:9ccs219:Low birth wt:-0.070 Diagnosis:9ccs10:Immuniz/scrn:-0.067 Diagnosis:9ccs48:Thyroid dsor:-0.066 Diagnosis:9ccs242:Poisn ot med:0.062 Diagnosis:9ccs125:Bronchitis:0.060 Diagnosis:9ccs234:Crush injury:0.058 Lab:297262 HEMOGLOBIN (HEMOCUE):0.058 Diagnosis:9ccs133:Oth low resp:-0.056 Diagnosis:9ccs259:Unclassified:-0.052 * Vital: Wt-avg16to19 | coef 0.009 95% CI: [0.003 , 0.015] | OR_adj 1.009 [1.003 1.015] | occ: 1298 | OR_unadj: 3.060 [2.331 4.017] | indivs AUC:0.736 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.070 Diagnosis:9ccs128:Asthma:0.064 Lab:297262 HEMOGLOBIN (HEMOCUE):0.064 Diagnosis:9ccs215:gu cong anom:0.061 Newborn Diagnosis:9ccs219:Low birth wt:-0.060 Diagnosis:9ccs238:Complic proc:-0.059 Diagnosis:9ccs205:Back problem:-0.059 Diagnosis:9ccs217:Ot cong anom:-0.058 Diagnosis:9ccs124:Tonsillitis:0.050 Diagnosis:9ccs92:Otitis media:0.048 * Vital: Wt for Length ZScore-avg1to3 | coef 0.007 95% CI: [0.003 , 0.012] | OR_adj 1.008 [1.003 1.012] | occ: 1348 | OR_unadj: 1.471 [1.126 1.921] | indivs AUC:0.589 Correlated most with: Diagnosis:9ccs259:Unclassified:-0.078 Newborn Diagnosis:9ccs221:Resp distres:-0.066 Diagnosis:9ccs147:Anal/rectal:0.065 Diagnosis:9ccs64:Ot hematl dx:-0.062 Diagnosis:9ccs125:Bronchitis:0.060 Diagnosis:9ccs238:Complic proc:-0.058 Diagnosis:9ccs217:Ot cong anom:-0.056 Diagnosis:9ccs91:Other eye dx:-0.056 Newborn Diagnosis:9ccs222:Perint jaund:0.056 Diagnosis:9ccs200:Oth skin dx:-0.054 * Vital: BMI-avg16to19 | coef 0.007 95% CI: [0.002 , 0.013] | OR_adj 1.007 [1.002 1.013] | occ: 1269 | OR_unadj: 3.131 [2.385 4.111] | indivs AUC:0.792 Correlated most with: Diagnosis:9ccs133:Oth low resp:-0.070 Diagnosis:9ccs48:Thyroid dsor:-0.069 Diagnosis:9ccs92:Otitis media:0.062 Diagnosis:9ccs234:Crush injury:0.059 Diagnosis:9ccs256:Exam/eval:-0.058 Diagnosis:9ccs62:Coag/hemr dx:-0.051 Diagnosis:9ccs125:Bronchitis:0.050 Diagnosis:9ccs137:Mouth dx:-0.049 Diagnosis:9ccs223:Birth trauma:-0.049 Diagnosis:9ccs198:Ot infl skin:-0.044 * Vital: Wt for Len Percentile-avg7to10 | coef 0.006 95% CI: [0.002 , 0.010] | OR_adj 1.006 [1.002 1.011] | occ: 1304 | OR_unadj: 2.608 [1.991 3.417] | indivs AUC:0.622 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.070 Diagnosis:9ccs200:Oth skin dx:-0.058 Diagnosis:9ccs217:Ot cong anom:-0.056 Diagnosis:9ccs222:Perint jaund:-0.052 Lab:297262 HEMOGLOBIN (HEMOCUE):0.050 Lab:292495 LEAD LEVEL - Sunrise:0.049 Diagnosis:9ccs256:Exam/eval:-0.047 Diagnosis:9ccs198:Ot infl skin:-0.047 Diagnosis:9ccs48:Thyroid dsor:-0.046 Diagnosis:9ccs92:Otitis media:0.044 * Vital: Wt-avg13to16 | coef 0.006 95% CI: [0.000 , 0.012] | OR_adj 1.006 [1.000 1.012] | occ: 1308 | OR_unadj: 3.224 [2.452 4.240] | indivs AUC:0.703 Correlated most with: Diagnosis:9ccs242:Poisn ot med:0.085 Diagnosis:9ccs48:Thyroid dsor:-0.067 Newborn Diagnosis:9ccs219:Low birth wt:-0.065 Diagnosis:9ccs124:Tonsillitis:0.062 Lab:297262 HEMOGLOBIN (HEMOCUE):0.056 Diagnosis:9ccs238:Complic proc:-0.056 Diagnosis:9ccs89:Blindness:0.055 Diagnosis:9ccs215:gu cong anom:0.051 Diagnosis:9ccs125:Bronchitis:0.049 Diagnosis:9ccs92:Otitis media:0.048 * Vital: Wt-gain7to13 | coef -0.006 95% CI: [-0.010 , -0.002] | OR_adj 0.994 [0.990 0.998] | occ: 1465 | OR_unadj: 1.582 [1.200 2.085] | indivs AUC:0.584 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.066 Lab:292495 LEAD LEVEL - Sunrise:-0.061 Diagnosis:9ccs153:GI hemorrhag:-0.058 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.055 Diagnosis:9ccs197:Skin infectn:-0.051 Diagnosis:9ccs138:Esophgeal dx:-0.045 Diagnosis:9ccs239:Superfic inj:-0.041 Newborn Diagnosis:9ccs219:Low birth wt:-0.040 Newborn Diagnosis:9ccs0:No DX:-0.039 Diagnosis:9ccs217:Ot cong anom:-0.037 * Vital: Wt for Length ZScore-avg19to24 | coef 0.005 95% CI: [0.000 , 0.010] | OR_adj 1.005 [1.000 1.010] | occ: 1347 | OR_unadj: 3.737 [2.826 4.943] | indivs AUC:0.763 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.091 Diagnosis:9ccs259:Unclassified:-0.086 Diagnosis:9ccs10:Immuniz/scrn:-0.052 Diagnosis:9ccs143:Abdom hernia:0.051 Diagnosis:9ccs133:Oth low resp:-0.051 Diagnosis:9ccs198:Ot infl skin:-0.047 Lab:297262 HEMOGLOBIN (HEMOCUE):0.046 Diagnosis:9ccs0:No DX:-0.046 Diagnosis:9ccs209:Ot acq defor:-0.046 Diagnosis:9ccs167:Breast dx:-0.042 Vital: Temp-latest | coef 0.005 95% CI: [0.002 , 0.009] | OR_adj 1.005 [1.002 1.009] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.465 Correlated most with: Diagnosis:9ccs154:Gastroent:-0.089 Diagnosis:9ccs167:Breast dx:0.063 Diagnosis:9ccs92:Otitis media:0.056 Diagnosis:9ccs125:Bronchitis:0.054 Diagnosis:9ccs126:Ot up rsp in:0.052 Diagnosis:9ccs258:Other screen:-0.050 Diagnosis:9ccs133:Oth low resp:-0.050 Diagnosis:9ccs200:Oth skin dx:-0.049 Diagnosis:9ccs117:Ot circul dx:0.049 Diagnosis:9ccs219:Low birth wt:-0.047 * Vital: Wt for Len Percentile-avg16to19 | coef 0.005 95% CI: [0.000 , 0.010] | OR_adj 1.005 [1.000 1.010] | occ: 1269 | OR_unadj: 2.937 [2.233 3.864] | indivs AUC:0.772 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.073 Diagnosis:9ccs234:Crush injury:0.072 Diagnosis:9ccs92:Otitis media:0.068 Diagnosis:9ccs96:Hrt valve dx:-0.057 MatDeliveryAge:-0.056 Diagnosis:9ccs217:Ot cong anom:-0.053 Diagnosis:9ccs125:Bronchitis:0.052 Diagnosis:9ccs238:Complic proc:-0.050 Diagnosis:9ccs219:Low birth wt:-0.050 Diagnosis:9ccs208:Acq foot def:0.049 * Vital: BMI-avg10to13 | coef 0.005 95% CI: [0.001 , 0.008] | OR_adj 1.005 [1.001 1.008] | occ: 1380 | OR_unadj: 2.656 [2.025 3.483] | indivs AUC:0.689 Correlated most with: Diagnosis:9ccs242:Poisn ot med:0.072 Newborn Diagnosis:9ccs223:Birth trauma:0.071 Diagnosis:9ccs125:Bronchitis:0.064 Diagnosis:9ccs234:Crush injury:0.063 Diagnosis:9ccs48:Thyroid dsor:-0.061 Diagnosis:9ccs10:Immuniz/scrn:-0.057 Diagnosis:9ccs223:Birth trauma:-0.057 Diagnosis:9ccs163:Other GU dx:0.057 Lab:297262 HEMOGLOBIN (HEMOCUE):0.053 Diagnosis:9ccs216:Nerv cong an:0.053 * Number of Visits | coef -0.004 95% CI: [-0.007 , -0.001] | OR_adj 0.996 [0.993 0.999] | occ: 1645 | OR_unadj: 0.708 [0.535 0.936] | indivs AUC:0.478 Correlated most with: Number of Visits:1.000 Diagnosis:9ccs126:Ot up rsp in:0.430 Diagnosis:9ccs92:Otitis media:0.408 Diagnosis:9ccs7:Viral infect:0.408 Diagnosis:9ccs133:Oth low resp:0.337 Diagnosis:9ccs257:Ot aftercare:0.325 Diagnosis:9ccs135:Intest infct:0.310 Diagnosis:9ccs155:Other GI dx:0.304 Diagnosis:9ccs90:Eye infectn:0.286 Diagnosis:9ccs10:Immuniz/scrn:0.277 * Vital: Wt for Length ZScore-avg7to10 | coef 0.004 95% CI: [0.001 , 0.007] | OR_adj 1.004 [1.001 1.007] | occ: 1331 | OR_unadj: 2.704 [2.060 3.548] | indivs AUC:0.643 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.072 Diagnosis:9ccs217:Ot cong anom:-0.067 Diagnosis:9ccs48:Thyroid dsor:-0.060 Diagnosis:9ccs238:Complic proc:-0.056 Diagnosis:9ccs138:Esophgeal dx:-0.054 Lab:297262 HEMOGLOBIN (HEMOCUE):0.050 Diagnosis:9ccs224:Ot perint dx:-0.049 Newborn Diagnosis:9ccs200:Oth skin dx:-0.047 Diagnosis:9ccs95:Oth nerv dx:-0.046 Diagnosis:9ccs10:Immuniz/scrn:-0.046 * Vital: Wt for Len Percentile-avg19to24 | coef 0.004 95% CI: [-0.000 , 0.007] | OR_adj 1.004 [1.000 1.007] | occ: 1351 | OR_unadj: 3.535 [2.668 4.684] | indivs AUC:0.770 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.098 Diagnosis:9ccs259:Unclassified:-0.086 Diagnosis:9ccs143:Abdom hernia:0.058 Diagnosis:9ccs167:Breast dx:-0.055 Diagnosis:9ccs74:Ot mentl cnd:0.048 Diagnosis:9ccs61:Sickle cell:-0.048 Diagnosis:9ccs198:Ot infl skin:-0.046 Diagnosis:9ccs96:Hrt valve dx:-0.045 Diagnosis:9ccs125:Bronchitis:0.044 Diagnosis:9ccs10:Immuniz/scrn:-0.043 * Vital: BMI-avg3to5 | coef 0.004 95% CI: [-0.001 , 0.008] | OR_adj 1.004 [0.999 1.008] | occ: 1296 | OR_unadj: 1.871 [1.431 2.447] | indivs AUC:0.611 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.071 Newborn Diagnosis:9ccs219:Low birth wt:-0.070 Diagnosis:9ccs92:Otitis media:0.065 Diagnosis:9ccs238:Complic proc:-0.059 Diagnosis:9ccs240:Burns:-0.055 Diagnosis:9ccs219:Low birth wt:-0.054 Diagnosis:9ccs76:Meningitis:0.051 Diagnosis:9ccs61:Sickle cell:-0.048 Diagnosis:9ccs138:Esophgeal dx:-0.045 Newborn Diagnosis:9ccs259:Unclassified:-0.045 * Vital: Wt for Len Percentile-avg10to13 | coef 0.003 95% CI: [0.000 , 0.007] | OR_adj 1.003 [1.000 1.007] | occ: 1379 | OR_unadj: 2.986 [2.269 3.930] | indivs AUC:0.700 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.079 Diagnosis:9ccs48:Thyroid dsor:-0.075 Diagnosis:9ccs10:Immuniz/scrn:-0.071 Diagnosis:9ccs219:Low birth wt:-0.062 Lab:297262 HEMOGLOBIN (HEMOCUE):0.054 Diagnosis:9ccs259:Unclassified:-0.053 Diagnosis:9ccs138:Esophgeal dx:-0.049 Diagnosis:9ccs58:Ot nutrit dx:-0.049 Diagnosis:9ccs133:Oth low resp:-0.048 Diagnosis:9ccs198:Ot infl skin:-0.048 * Vital: Wt-avg10to13 | coef 0.003 95% CI: [0.001 , 0.006] | OR_adj 1.003 [1.001 1.006] | occ: 1399 | OR_unadj: 2.696 [2.056 3.535] | indivs AUC:0.688 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.094 Diagnosis:9ccs219:Low birth wt:-0.083 Newborn Diagnosis:9ccs223:Birth trauma:0.074 Newborn Diagnosis:9ccs215:gu cong anom:0.070 Lab:297262 HEMOGLOBIN (HEMOCUE):0.070 Diagnosis:9ccs238:Complic proc:-0.066 Diagnosis:9ccs217:Ot cong anom:-0.066 Diagnosis:9ccs125:Bronchitis:0.065 Diagnosis:9ccs48:Thyroid dsor:-0.064 Diagnosis:9ccs242:Poisn ot med:0.059 * Vital: Wt Percentile-latest | coef 0.003 95% CI: [0.001 , 0.006] | OR_adj 1.003 [1.001 1.006] | occ: 1028 | OR_unadj: 2.134 [1.631 2.792] | indivs AUC:0.737 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.087 Diagnosis:9ccs89:Blindness:0.066 Newborn Diagnosis:9ccs200:Oth skin dx:-0.064 Diagnosis:9ccs253:Allergy:0.061 Diagnosis:9ccs208:Acq foot def:0.056 Diagnosis:9ccs128:Asthma:0.052 Newborn Diagnosis:9ccs223:Birth trauma:0.052 Lab:297262 HEMOGLOBIN (HEMOCUE):0.052 Newborn Diagnosis:9ccs219:Low birth wt:-0.051 Diagnosis:9ccs219:Low birth wt:-0.051 Vital: Ht-gain3to7 | coef 0.003 95% CI: [-0.000 , 0.006] | OR_adj 1.003 [1.000 1.006] | occ: 1405 | OR_unadj: 1.120 [0.858 1.461] | indivs AUC:0.523 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:-0.091 Diagnosis:9ccs240:Burns:-0.071 Diagnosis:9ccs113:Late eff CVD:0.069 Diagnosis:9ccs7:Viral infect:0.062 Diagnosis:9ccs92:Otitis media:0.060 Diagnosis:9ccs126:Ot up rsp in:0.057 Diagnosis:9ccs128:Asthma:0.056 Diagnosis:9ccs83:Epilepsy/cnv:0.055 Diagnosis:9ccs89:Blindness:-0.051 Diagnosis:9ccs238:Complic proc:0.049 Vital: Ht-avg7to10 | coef -0.003 95% CI: [-0.009 , 0.003] | OR_adj 0.997 [0.991 1.003] | occ: 1332 | OR_unadj: 1.262 [0.963 1.654] | indivs AUC:0.531 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.129 Diagnosis:9ccs219:Low birth wt:-0.079 Diagnosis:9ccs238:Complic proc:-0.075 Newborn Diagnosis:9ccs224:Ot perint dx:0.069 Diagnosis:9ccs123:Influenza:0.066 Diagnosis:9ccs208:Acq foot def:0.066 Lab:323825 STREP SCREEN THROAT - Sunrise:0.066 Diagnosis:9ccs200:Oth skin dx:0.056 Diagnosis:9ccs216:Nerv cong an:-0.054 Diagnosis:9ccs74:Ot mentl cnd:-0.051 * Vital: Wt for Length ZScore-avg5to7 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 1297 | OR_unadj: 2.431 [1.856 3.184] | indivs AUC:0.646 Correlated most with: Diagnosis:9ccs238:Complic proc:-0.091 Newborn Diagnosis:9ccs219:Low birth wt:-0.055 Diagnosis:9ccs92:Otitis media:0.055 Diagnosis:9ccs219:Low birth wt:-0.052 Newborn Diagnosis:9ccs213:Cardiac anom:-0.051 Diagnosis:9ccs155:Other GI dx:-0.048 Newborn Diagnosis:9ccs253:Allergy:-0.048 Diagnosis:9ccs113:Late eff CVD:-0.047 Diagnosis:9ccs55:Fluid/elc dx:-0.047 Diagnosis:9ccs217:Ot cong anom:-0.046 Vital: Temp-avg0to1 | coef -0.003 95% CI: [-0.005 , 0.000] | OR_adj 0.997 [0.995 1.000] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.490 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.092 Diagnosis:9ccs76:Meningitis:0.063 Diagnosis:9ccs216:Nerv cong an:0.063 Diagnosis:9ccs58:Ot nutrit dx:-0.063 Diagnosis:9ccs7:Viral infect:-0.061 Diagnosis:9ccs92:Otitis media:0.057 Diagnosis:9ccs214:GI cong anom:0.056 Diagnosis:9ccs155:Other GI dx:-0.054 Newborn Diagnosis:9ccs219:Low birth wt:-0.053 Diagnosis:9ccs154:Gastroent:-0.052 Vital: Ht Percentile-gain16to24 | coef 0.002 95% CI: [-0.000 , 0.005] | OR_adj 1.002 [1.000 1.005] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.554 Correlated most with: Diagnosis:9ccs0:No DX:0.102 Diagnosis:9ccs258:Other screen:-0.095 Diagnosis:9ccs51:Ot endo dsor:-0.076 Diagnosis:9ccs259:Unclassified:0.067 Newborn Diagnosis:9ccs224:Ot perint dx:-0.066 Diagnosis:9ccs213:Cardiac anom:-0.065 Lab:294203 BILIRUBIN TOTAL - LMC:-0.062 Diagnosis:9ccs8:Oth infectns:0.061 Diagnosis:9ccs168:PID:-0.061 Lab:292495 LEAD LEVEL - Sunrise:0.057 Vital: Ht-gain0to24 | coef 0.002 95% CI: [-0.002 , 0.006] | OR_adj 1.002 [0.998 1.006] | occ: 1325 | OR_unadj: 1.215 [0.931 1.585] | indivs AUC:0.551 Correlated most with: Diagnosis:9ccs200:Oth skin dx:0.088 Newborn Diagnosis:9ccs219:Low birth wt:-0.087 Diagnosis:9ccs128:Asthma:0.083 Number of Visits:0.082 Diagnosis:9ccs64:Ot hematl dx:0.075 Diagnosis:9ccs259:Unclassified:0.072 Lab:323825 STREP SCREEN THROAT - Sunrise:0.067 Diagnosis:9ccs2603:E Codes: Fall:0.062 Diagnosis:9ccs137:Mouth dx:0.056 Diagnosis:9ccs134:Ot uppr resp:0.055 Vital: Wt Percentile-avg1to3 | coef -0.002 95% CI: [-0.006 , 0.002] | OR_adj 0.998 [0.994 1.002] | occ: 358 | OR_unadj: 1.211 [0.811 1.809] | indivs AUC:0.584 Correlated most with: Diagnosis:9ccs117:Ot circul dx:-0.117 Newborn Diagnosis:9ccs219:Low birth wt:-0.111 Newborn Diagnosis:9ccs200:Oth skin dx:-0.087 Diagnosis:9ccs217:Ot cong anom:-0.068 Diagnosis:9ccs208:Acq foot def:0.063 Diagnosis:9ccs2603:E Codes: Fall:0.061 Diagnosis:9ccs211:Ot conn tiss:0.051 Diagnosis:9ccs209:Ot acq defor:-0.049 Lab:323825 STREP SCREEN THROAT - Sunrise:0.049 Diagnosis:9ccs122:Pneumonia:0.048 Vital: HC-gain5to10 | coef -0.002 95% CI: [-0.004 , 0.000] | OR_adj 0.998 [0.996 1.000] | occ: 1305 | OR_unadj: 1.028 [0.772 1.370] | indivs AUC:0.434 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.079 Diagnosis:9ccs251:Abdomnl pain:-0.067 Diagnosis:9ccs234:Crush injury:-0.064 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.057 Diagnosis:9ccs8:Oth infectns:-0.054 Newborn Diagnosis:9ccs256:Exam/eval:-0.051 Diagnosis:9ccs92:Otitis media:0.050 Diagnosis:9ccs125:Bronchitis:0.049 Diagnosis:9ccs95:Oth nerv dx:-0.047 Diagnosis:9ccs222:Perint jaund:-0.044 * Vital: Wt for Len Percentile-avg5to7 | coef 0.002 95% CI: [-0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 966 | OR_unadj: 1.961 [1.497 2.571] | indivs AUC:0.562 Correlated most with: Diagnosis:9ccs222:Perint jaund:-0.059 Diagnosis:9ccs217:Ot cong anom:-0.055 Diagnosis:9ccs213:Cardiac anom:-0.052 Diagnosis:9ccs125:Bronchitis:0.050 Diagnosis:9ccs211:Ot conn tiss:0.050 Diagnosis:9ccs133:Oth low resp:-0.046 Diagnosis:9ccs96:Hrt valve dx:-0.045 Diagnosis:9ccs59:Anemia:0.045 Diagnosis:9ccs215:gu cong anom:0.045 Diagnosis:9ccs92:Otitis media:0.042 Vital: HC-gain3to7 | coef 0.002 95% CI: [-0.002 , 0.006] | OR_adj 1.002 [0.998 1.006] | occ: 1310 | OR_unadj: 1.076 [0.825 1.404] | indivs AUC:0.578 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.075 Lab:292495 LEAD LEVEL - Sunrise:-0.071 Diagnosis:9ccs113:Late eff CVD:0.059 Diagnosis:9ccs240:Burns:-0.055 Diagnosis:9ccs8:Oth infectns:0.054 Newborn Diagnosis:9ccs222:Perint jaund:-0.054 Diagnosis:9ccs125:Bronchitis:-0.054 Diagnosis:9ccs89:Blindness:-0.050 Diagnosis:9ccs90:Eye infectn:0.050 Diagnosis:9ccs83:Epilepsy/cnv:0.048 Diagnosis:9ccs151:Oth liver dx | coef -0.002 95% CI: [-0.005 , 0.002] | OR_adj 0.998 [0.995 1.002] | occ: 168 | OR_unadj: 0.696 [0.423 1.144] | indivs AUC:0.532 Correlated most with: Diagnosis:9ccs151:Oth liver dx:1.000 Diagnosis:9ccs222:Perint jaund:0.187 Lab:294203 BILIRUBIN TOTAL - LMC:-0.128 Diagnosis:9ccs10:Immuniz/scrn:0.099 Number of Visits:0.095 Diagnosis:9ccs224:Ot perint dx:0.092 Diagnosis:9ccs257:Ot aftercare:0.087 Diagnosis:9ccs126:Ot up rsp in:0.079 Diagnosis:9ccs140:Gastritis:0.079 Diagnosis:9ccs155:Other GI dx:0.076 * Vital: BMI-avg5to7 | coef 0.002 95% CI: [-0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 1293 | OR_unadj: 2.167 [1.657 2.835] | indivs AUC:0.634 Correlated most with: Diagnosis:9ccs238:Complic proc:-0.089 Newborn Diagnosis:9ccs219:Low birth wt:-0.067 Diagnosis:9ccs219:Low birth wt:-0.059 Newborn Diagnosis:9ccs213:Cardiac anom:-0.054 Newborn Diagnosis:9ccs253:Allergy:-0.052 Diagnosis:9ccs92:Otitis media:0.051 Diagnosis:9ccs55:Fluid/elc dx:-0.050 Diagnosis:9ccs168:PID:0.048 Diagnosis:9ccs155:Other GI dx:-0.045 Diagnosis:9ccs113:Late eff CVD:-0.045 * Vital: Wt-gain3to7 | coef 0.002 95% CI: [-0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 1439 | OR_unadj: 1.333 [1.022 1.740] | indivs AUC:0.560 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:-0.091 Diagnosis:9ccs92:Otitis media:0.074 Diagnosis:9ccs128:Asthma:0.068 Diagnosis:9ccs126:Ot up rsp in:0.064 Diagnosis:9ccs7:Viral infect:0.063 Number of Visits:0.055 Diagnosis:9ccs155:Other GI dx:-0.052 Diagnosis:9ccs83:Epilepsy/cnv:0.052 Diagnosis:9ccs89:Blindness:-0.050 Diagnosis:9ccs113:Late eff CVD:0.050 MatDeliveryAge | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.518 Correlated most with: MatDeliveryAge:1.000 Newborn Diagnosis:9ccs259:Unclassified:0.105 Number of Visits:0.088 Diagnosis:9ccs136:Teeth dx:0.080 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.069 Diagnosis:9ccs95:Oth nerv dx:0.061 Diagnosis:9ccs10:Immuniz/scrn:0.061 Diagnosis:9ccs126:Ot up rsp in:0.059 Diagnosis:10ccs58:Ot nutrit dx:-0.059 Diagnosis:9ccs259:Unclassified:0.057 * Vital: Wt-avg3to5 | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 1316 | OR_unadj: 1.676 [1.282 2.190] | indivs AUC:0.597 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.220 Diagnosis:9ccs219:Low birth wt:-0.108 Newborn Diagnosis:9ccs222:Perint jaund:-0.085 Newborn Diagnosis:9ccs221:Resp distres:-0.080 Diagnosis:9ccs143:Abdom hernia:-0.078 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.076 Diagnosis:9ccs125:Bronchitis:0.076 Diagnosis:9ccs3:Oth bact inf:0.073 Newborn Diagnosis:9ccs200:Oth skin dx:-0.072 Diagnosis:9ccs238:Complic proc:-0.072 * Vital: HC-gain0to24 | coef 0.001 95% CI: [-0.001 , 0.004] | OR_adj 1.001 [0.999 1.004] | occ: 903 | OR_unadj: 1.731 [1.303 2.298] | indivs AUC:0.539 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.120 Diagnosis:9ccs83:Epilepsy/cnv:-0.102 Diagnosis:9ccs90:Eye infectn:0.069 Diagnosis:9ccs94:Other ear dx:-0.066 Diagnosis:9ccs247:Lymph enlarg:0.058 Diagnosis:9ccs208:Acq foot def:-0.052 Diagnosis:9ccs89:Blindness:0.051 Diagnosis:9ccs238:Complic proc:-0.051 Diagnosis:9ccs253:Allergy:0.050 Diagnosis:9ccs205:Back problem:0.049 Vital: Wt for Length ZScore-avg0to1 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1309 | OR_unadj: 1.211 [0.926 1.584] | indivs AUC:0.579 Correlated most with: Diagnosis:9ccs219:Low birth wt:-0.096 Newborn Diagnosis:9ccs219:Low birth wt:-0.095 Diagnosis:10ccs58:Ot nutrit dx:0.069 Diagnosis:9ccs222:Perint jaund:-0.067 Newborn Diagnosis:9ccs224:Ot perint dx:0.064 Diagnosis:9ccs2603:E Codes: Fall:0.062 Newborn Diagnosis:9ccs256:Exam/eval:-0.057 Diagnosis:9ccs161:Ot dx kidney:0.054 Lab:294203 BILIRUBIN TOTAL - LMC:0.054 Diagnosis:9ccs117:Ot circul dx:-0.053 Vital: Temp-avg13to16 | coef -0.001 95% CI: [-0.004 , 0.001] | OR_adj 0.999 [0.996 1.001] | occ: 1313 | OR_unadj: 1.227 [0.936 1.609] | indivs AUC:0.567 Correlated most with: Diagnosis:9ccs92:Otitis media:0.145 Diagnosis:9ccs124:Tonsillitis:0.081 Diagnosis:9ccs154:Gastroent:-0.068 Number of Visits:0.065 Diagnosis:9ccs159:UTI:0.062 Newborn Diagnosis:9ccs94:Other ear dx:0.061 Diagnosis:9ccs126:Ot up rsp in:0.059 Diagnosis:9ccs4:Mycoses:0.046 Diagnosis:9ccs243:Poisn nonmed:0.046 Diagnosis:9ccs215:gu cong anom:0.046 Vital: Wt-gain13to19 | coef -0.001 95% CI: [-0.003 , 0.000] | OR_adj 0.999 [0.997 1.000] | occ: 1408 | OR_unadj: 1.117 [0.855 1.458] | indivs AUC:0.590 Correlated most with: Number of Visits:0.065 Diagnosis:9ccs7:Viral infect:0.062 Diagnosis:9ccs257:Ot aftercare:0.057 Diagnosis:9ccs96:Hrt valve dx:0.050 Diagnosis:9ccs250:Nausea/vomit:0.049 Diagnosis:9ccs133:Oth low resp:0.047 Diagnosis:9ccs128:Asthma:0.045 Diagnosis:9ccs161:Ot dx kidney:0.045 Diagnosis:9ccs155:Other GI dx:0.043 Diagnosis:9ccs10:Immuniz/scrn:0.041 Vital: HC-gain1to5 | coef -0.001 95% CI: [-0.004 , 0.001] | OR_adj 0.999 [0.997 1.001] | occ: 1346 | OR_unadj: 0.866 [0.657 1.140] | indivs AUC:0.519 Correlated most with: Number of Visits:0.099 Diagnosis:9ccs125:Bronchitis:0.091 Diagnosis:9ccs154:Gastroent:-0.089 Newborn Diagnosis:9ccs222:Perint jaund:0.077 Diagnosis:9ccs163:Other GU dx:0.076 Diagnosis:9ccs126:Ot up rsp in:0.075 Diagnosis:9ccs257:Ot aftercare:0.063 Diagnosis:9ccs7:Viral infect:0.062 Diagnosis:9ccs113:Late eff CVD:-0.059 Diagnosis:9ccs83:Epilepsy/cnv:-0.051 * Vital: BMI-avg7to10 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1333 | OR_unadj: 2.458 [1.877 3.218] | indivs AUC:0.623 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.064 Diagnosis:9ccs217:Ot cong anom:-0.059 Diagnosis:9ccs3:Oth bact inf:0.058 Diagnosis:9ccs48:Thyroid dsor:-0.057 Diagnosis:9ccs55:Fluid/elc dx:-0.051 Diagnosis:9ccs219:Low birth wt:-0.050 Newborn Diagnosis:9ccs223:Birth trauma:0.050 Diagnosis:9ccs238:Complic proc:-0.048 Diagnosis:9ccs92:Otitis media:0.046 Newborn Diagnosis:9ccs94:Other ear dx:-0.046 Vital: Wt for Len Percentile-avg3to5 | coef -0.001 95% CI: [-0.003 , 0.001] | OR_adj 0.999 [0.997 1.001] | occ: 228 | OR_unadj: 1.556 [0.962 2.517] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs136:Teeth dx:0.067 Diagnosis:9ccs155:Other GI dx:0.066 Newborn Diagnosis:9ccs217:Ot cong anom:-0.063 Diagnosis:9ccs127:COPD:-0.058 Diagnosis:9ccs48:Thyroid dsor:-0.052 Diagnosis:9ccs4:Mycoses:0.050 Diagnosis:9ccs128:Asthma:-0.049 Diagnosis:9ccs223:Birth trauma:0.048 Diagnosis:9ccs124:Tonsillitis:0.045 Diagnosis:9ccs259:Unclassified:0.045 Vital: HR-latest | coef -0.001 95% CI: [-0.003 , 0.001] | OR_adj 0.999 [0.997 1.001] | occ: 1010 | OR_unadj: 0.762 [0.553 1.050] | indivs AUC:0.540 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:0.112 Diagnosis:9ccs217:Ot cong anom:0.083 Newborn Diagnosis:9ccs256:Exam/eval:0.069 Diagnosis:9ccs47:Ot bnign neo:0.063 Diagnosis:9ccs122:Pneumonia:-0.063 Diagnosis:9ccs92:Otitis media:-0.060 Diagnosis:9ccs167:Breast dx:0.060 Diagnosis:9ccs128:Asthma:-0.057 Diagnosis:9ccs151:Oth liver dx:0.057 Newborn Diagnosis:9ccs222:Perint jaund:0.055 Diagnosis:9ccs250:Nausea/vomit | coef -0.001 95% CI: [-0.003 , 0.001] | OR_adj 0.999 [0.997 1.001] | occ: 89 | OR_unadj: 1.460 [0.855 2.494] | indivs AUC:0.543 Correlated most with: Diagnosis:9ccs250:Nausea/vomit:1.000 Number of Visits:0.168 Diagnosis:9ccs155:Other GI dx:0.124 Diagnosis:9ccs141:Ot dx stomch:0.120 Diagnosis:9ccs200:Oth skin dx:0.100 Diagnosis:9ccs135:Intest infct:0.090 Diagnosis:9ccs138:Esophgeal dx:0.090 Diagnosis:9ccs90:Eye infectn:0.087 Diagnosis:9ccs154:Gastroent:0.084 Diagnosis:9ccs10:Immuniz/scrn:0.079 Vital: Ht-avg0to1 | coef -0.001 95% CI: [-0.003 , 0.001] | OR_adj 0.999 [0.997 1.001] | occ: 1326 | OR_unadj: 0.954 [0.722 1.262] | indivs AUC:0.490 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.348 Diagnosis:9ccs219:Low birth wt:-0.204 Newborn Diagnosis:9ccs221:Resp distres:-0.162 Newborn Diagnosis:9ccs222:Perint jaund:-0.135 Newborn Diagnosis:9ccs256:Exam/eval:-0.126 Diagnosis:9ccs143:Abdom hernia:-0.112 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.103 Newborn Diagnosis:9ccs253:Allergy:-0.101 Diagnosis:9ccs200:Oth skin dx:0.079 Newborn Diagnosis:9ccs224:Ot perint dx:0.074 Vital: Ht-gain1to5 | coef -0.001 95% CI: [-0.002 , -0.000] | OR_adj 0.999 [0.998 1.000] | occ: 1420 | OR_unadj: 0.786 [0.598 1.035] | indivs AUC:0.479 Correlated most with: Number of Visits:0.163 Diagnosis:9ccs126:Ot up rsp in:0.103 Diagnosis:9ccs135:Intest infct:0.079 Diagnosis:9ccs154:Gastroent:-0.070 Diagnosis:9ccs239:Superfic inj:0.068 Diagnosis:9ccs257:Ot aftercare:0.067 Diagnosis:9ccs159:UTI:0.067 Diagnosis:9ccs7:Viral infect:0.065 Diagnosis:9ccs217:Ot cong anom:0.058 Diagnosis:9ccs92:Otitis media:0.056 Vital: HR-avg1to3 | coef -0.001 95% CI: [-0.003 , 0.001] | OR_adj 0.999 [0.997 1.001] | occ: 273 | OR_unadj: 0.877 [0.537 1.434] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs117:Ot circul dx:0.089 Diagnosis:9ccs259:Unclassified:0.080 Diagnosis:9ccs214:GI cong anom:-0.079 Diagnosis:9ccs167:Breast dx:0.072 Newborn Diagnosis:9ccs256:Exam/eval:0.072 Diagnosis:9ccs244:Other injury:0.063 Diagnosis:9ccs122:Pneumonia:-0.062 Newborn Diagnosis:9ccs219:Low birth wt:0.060 Diagnosis:9ccs10:Immuniz/scrn:0.057 Diagnosis:9ccs198:Ot infl skin:0.057 Vital: Wt for Len Percentile-gain5to10 | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 1245 | OR_unadj: 0.990 [0.750 1.306] | indivs AUC:0.481 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:0.105 Lab:292495 LEAD LEVEL - Sunrise:0.094 Diagnosis:9ccs200:Oth skin dx:-0.069 Diagnosis:9ccs95:Oth nerv dx:-0.059 Diagnosis:9ccs256:Exam/eval:-0.059 Diagnosis:9ccs223:Birth trauma:-0.054 Newborn Diagnosis:9ccs221:Resp distres:0.053 Newborn Diagnosis:9ccs94:Other ear dx:-0.052 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.038 Diagnosis:9ccs159:UTI:0.038 Vital: Wt-avg0to1 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1336 | OR_unadj: 1.096 [0.838 1.434] | indivs AUC:0.526 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.362 Diagnosis:9ccs219:Low birth wt:-0.222 Newborn Diagnosis:9ccs221:Resp distres:-0.150 Newborn Diagnosis:9ccs256:Exam/eval:-0.139 Newborn Diagnosis:9ccs224:Ot perint dx:0.130 Newborn Diagnosis:9ccs253:Allergy:-0.111 Newborn Diagnosis:9ccs222:Perint jaund:-0.107 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.105 Diagnosis:9ccs222:Perint jaund:-0.098 Diagnosis:9ccs143:Abdom hernia:-0.082 * Vital: Wt-avg5to7 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1315 | OR_unadj: 2.102 [1.606 2.750] | indivs AUC:0.606 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.190 Diagnosis:9ccs238:Complic proc:-0.108 Newborn Diagnosis:9ccs221:Resp distres:-0.103 Diagnosis:9ccs219:Low birth wt:-0.091 Newborn Diagnosis:9ccs253:Allergy:-0.072 Newborn Diagnosis:9ccs200:Oth skin dx:-0.071 Diagnosis:9ccs138:Esophgeal dx:-0.069 Diagnosis:9ccs92:Otitis media:0.069 Diagnosis:9ccs125:Bronchitis:0.067 Newborn Diagnosis:9ccs222:Perint jaund:-0.067 Diagnosis:9ccs257:Ot aftercare | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 730 | OR_unadj: 0.962 [0.735 1.259] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs257:Ot aftercare:1.000 Number of Visits:0.325 Diagnosis:9ccs126:Ot up rsp in:0.228 Diagnosis:9ccs92:Otitis media:0.226 Diagnosis:9ccs125:Bronchitis:0.216 Diagnosis:9ccs10:Immuniz/scrn:0.194 Diagnosis:9ccs255:Social admin:0.190 Diagnosis:9ccs7:Viral infect:0.169 Diagnosis:9ccs253:Allergy:0.157 Diagnosis:9ccs128:Asthma:0.152 Vital: Wt for Length ZScore-gain3to7 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1431 | OR_unadj: 0.985 [0.752 1.290] | indivs AUC:0.510 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:0.085 Diagnosis:9ccs127:COPD:0.056 Diagnosis:9ccs95:Oth nerv dx:0.055 Newborn Diagnosis:9ccs256:Exam/eval:0.052 Diagnosis:9ccs200:Oth skin dx:0.052 Diagnosis:9ccs122:Pneumonia:-0.050 Diagnosis:9ccs253:Allergy:0.050 Diagnosis:9ccs126:Ot up rsp in:0.047 Diagnosis:9ccs64:Ot hematl dx:0.046 Diagnosis:9ccs91:Other eye dx:0.046 Vital: HC-gain13to19 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1080 | OR_unadj: 0.985 [0.755 1.286] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs128:Asthma:0.079 Newborn Diagnosis:9ccs223:Birth trauma:0.070 Diagnosis:9ccs96:Hrt valve dx:0.058 Diagnosis:9ccs10:Immuniz/scrn:0.055 Diagnosis:9ccs257:Ot aftercare:0.050 Diagnosis:9ccs243:Poisn nonmed:-0.049 Diagnosis:9ccs163:Other GU dx:0.048 Diagnosis:9ccs244:Other injury:0.046 Diagnosis:9ccs240:Burns:0.046 Diagnosis:9ccs122:Pneumonia:0.044 Diagnosis:9ccs253:Allergy | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 840 | OR_unadj: 0.970 [0.744 1.266] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs253:Allergy:1.000 Number of Visits:0.271 Diagnosis:9ccs255:Social admin:0.212 Diagnosis:9ccs200:Oth skin dx:0.201 Diagnosis:9ccs10:Immuniz/scrn:0.179 Diagnosis:9ccs4:Mycoses:0.177 Diagnosis:9ccs126:Ot up rsp in:0.157 Diagnosis:9ccs257:Ot aftercare:0.157 Diagnosis:9ccs7:Viral infect:0.155 Diagnosis:9ccs239:Superfic inj:0.139 * Vital: Wt Percentile-avg16to19 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 747 | OR_unadj: 1.781 [1.341 2.364] | indivs AUC:0.649 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.085 Diagnosis:9ccs208:Acq foot def:0.072 Diagnosis:9ccs205:Back problem:-0.071 Newborn Diagnosis:9ccs219:Low birth wt:-0.064 Diagnosis:9ccs89:Blindness:0.058 Diagnosis:9ccs217:Ot cong anom:-0.058 Diagnosis:9ccs215:gu cong anom:0.058 Diagnosis:9ccs128:Asthma:0.057 Newborn Diagnosis:9ccs200:Oth skin dx:-0.057 Diagnosis:9ccs76:Meningitis:0.056 * Vital: Wt-gain5to10 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1444 | OR_unadj: 1.450 [1.102 1.909] | indivs AUC:0.564 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.096 Diagnosis:9ccs200:Oth skin dx:-0.066 Newborn Diagnosis:9ccs94:Other ear dx:-0.065 Diagnosis:9ccs223:Birth trauma:-0.055 Diagnosis:9ccs89:Blindness:0.052 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.052 Diagnosis:9ccs256:Exam/eval:-0.051 Diagnosis:9ccs95:Oth nerv dx:-0.048 Diagnosis:9ccs198:Ot infl skin:-0.045 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.042 Vital: Wt Percentile-gain7to13 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 698 | OR_unadj: 1.247 [0.851 1.830] | indivs AUC:0.515 Correlated most with: Diagnosis:9ccs153:GI hemorrhag:-0.063 Diagnosis:9ccs124:Tonsillitis:0.060 Newborn Diagnosis:9ccs94:Other ear dx:-0.060 Diagnosis:9ccs239:Superfic inj:-0.056 Diagnosis:9ccs204:Ot joint dx:0.054 Diagnosis:9ccs258:Other screen:-0.053 Lab:292495 LEAD LEVEL - Sunrise:-0.053 Diagnosis:9ccs217:Ot cong anom:-0.051 Diagnosis:9ccs128:Asthma:0.048 Newborn Diagnosis:9ccs217:Ot cong anom:-0.047 Vital: Ht-avg5to7 | coef -0.001 95% CI: [-0.002 , 0.000] | OR_adj 0.999 [0.998 1.000] | occ: 1293 | OR_unadj: 1.103 [0.839 1.451] | indivs AUC:0.484 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.219 Newborn Diagnosis:9ccs221:Resp distres:-0.116 Newborn Diagnosis:9ccs222:Perint jaund:-0.087 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.085 Newborn Diagnosis:9ccs200:Oth skin dx:-0.084 Diagnosis:9ccs219:Low birth wt:-0.083 Diagnosis:9ccs124:Tonsillitis:0.072 Diagnosis:9ccs238:Complic proc:-0.071 Newborn Diagnosis:9ccs256:Exam/eval:-0.069 Lab:297262 HEMOGLOBIN (HEMOCUE):0.068 Vital: Ht-gain5to10 | coef -0.001 95% CI: [-0.002 , 0.000] | OR_adj 0.999 [0.998 1.000] | occ: 1429 | OR_unadj: 1.097 [0.806 1.493] | indivs AUC:0.492 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.079 Diagnosis:9ccs89:Blindness:0.064 Newborn Diagnosis:9ccs94:Other ear dx:-0.062 Diagnosis:9ccs200:Oth skin dx:-0.057 Diagnosis:9ccs136:Teeth dx:-0.050 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.049 Diagnosis:9ccs256:Exam/eval:-0.048 Diagnosis:9ccs223:Birth trauma:-0.046 Newborn Diagnosis:9ccs256:Exam/eval:-0.045 Number of Visits:0.044 Vital: Wt Change-avg5to7 | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 420 | OR_unadj: 0.968 [0.619 1.514] | indivs AUC:0.474 Correlated most with: Diagnosis:9ccs124:Tonsillitis:-0.068 Diagnosis:9ccs47:Ot bnign neo:0.065 Diagnosis:9ccs208:Acq foot def:0.059 Lab:295669 BILIRUBIN DIRECT - LMC:0.054 Diagnosis:9ccs243:Poisn nonmed:-0.053 Diagnosis:9ccs136:Teeth dx:-0.052 Diagnosis:9ccs151:Oth liver dx:0.051 Diagnosis:9ccs258:Other screen:0.046 Diagnosis:9ccs92:Otitis media:-0.045 Diagnosis:9ccs197:Skin infectn:-0.044 * Vital: Wt Percentile-avg5to7 | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 447 | OR_unadj: 1.467 [1.036 2.078] | indivs AUC:0.563 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.091 Diagnosis:9ccs208:Acq foot def:0.086 Diagnosis:9ccs217:Ot cong anom:-0.077 Newborn Diagnosis:9ccs200:Oth skin dx:-0.075 Diagnosis:9ccs117:Ot circul dx:-0.069 Diagnosis:9ccs242:Poisn ot med:0.067 Diagnosis:9ccs92:Otitis media:0.065 Newborn Diagnosis:9ccs221:Resp distres:-0.064 Diagnosis:9ccs48:Thyroid dsor:-0.060 Diagnosis:9ccs168:PID:0.058 Vital: Ht-avg10to13 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1381 | OR_unadj: 1.307 [0.998 1.712] | indivs AUC:0.544 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.118 Diagnosis:9ccs238:Complic proc:-0.074 Diagnosis:9ccs64:Ot hematl dx:0.073 Diagnosis:9ccs208:Acq foot def:0.069 Diagnosis:9ccs2:Septicemia:0.067 Newborn Diagnosis:9ccs215:gu cong anom:0.061 Diagnosis:9ccs219:Low birth wt:-0.057 Diagnosis:9ccs128:Asthma:0.055 Diagnosis:9ccs223:Birth trauma:0.055 Diagnosis:9ccs0:No DX:0.054 * Vital: Wt-gain16to24 | coef 0.001 95% CI: [-0.002 , 0.003] | OR_adj 1.001 [0.998 1.003] | occ: 1425 | OR_unadj: 2.121 [1.581 2.845] | indivs AUC:0.582 Correlated most with: Number of Visits:-0.074 Diagnosis:9ccs138:Esophgeal dx:-0.058 Diagnosis:9ccs4:Mycoses:-0.056 Diagnosis:9ccs63:Wht blood dx:-0.055 Diagnosis:9ccs128:Asthma:-0.055 Diagnosis:9ccs61:Sickle cell:-0.051 Lab:292495 LEAD LEVEL - Sunrise:0.050 Newborn Diagnosis:9ccs256:Exam/eval:-0.047 Diagnosis:9ccs257:Ot aftercare:-0.043 Diagnosis:9ccs95:Oth nerv dx:0.042 * Vital: BMI-gain7to13 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1475 | OR_unadj: 1.324 [1.001 1.752] | indivs AUC:0.542 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.068 Lab:292495 LEAD LEVEL - Sunrise:-0.059 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.056 Diagnosis:9ccs153:GI hemorrhag:-0.054 Diagnosis:9ccs2603:E Codes: Fall:-0.051 Newborn Diagnosis:9ccs222:Perint jaund:-0.048 Newborn Diagnosis:9ccs223:Birth trauma:-0.045 Newborn Diagnosis:9ccs219:Low birth wt:-0.041 Newborn Diagnosis:9ccs253:Allergy:-0.040 Diagnosis:9ccs253:Allergy:-0.039 Diagnosis:9ccs217:Ot cong anom | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 148 | OR_unadj: 0.870 [0.532 1.422] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs217:Ot cong anom:1.000 Diagnosis:9ccs89:Blindness:0.259 Diagnosis:9ccs91:Other eye dx:0.181 Diagnosis:9ccs47:Ot bnign neo:0.154 Diagnosis:9ccs95:Oth nerv dx:0.112 Number of Visits:0.110 Diagnosis:9ccs257:Ot aftercare:0.107 Diagnosis:9ccs10:Immuniz/scrn:0.102 Diagnosis:9ccs216:Nerv cong an:0.101 Diagnosis:9ccs74:Ot mentl cnd:0.099 Vital: Wt Change-avg10to13 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 631 | OR_unadj: 1.185 [0.802 1.752] | indivs AUC:0.443 Correlated most with: Diagnosis:9ccs256:Exam/eval:0.095 Number of Visits:-0.083 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.078 Diagnosis:9ccs133:Oth low resp:-0.078 Diagnosis:9ccs136:Teeth dx:-0.078 Diagnosis:9ccs125:Bronchitis:-0.077 Diagnosis:9ccs96:Hrt valve dx:-0.070 Diagnosis:9ccs113:Late eff CVD:0.063 Diagnosis:9ccs128:Asthma:-0.063 Diagnosis:9ccs92:Otitis media:-0.062 Vital: Wt Percentile-gain1to5 | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 439 | OR_unadj: 1.179 [0.767 1.814] | indivs AUC:0.482 Correlated most with: Newborn Diagnosis:9ccs222:Perint jaund:0.067 Diagnosis:9ccs91:Other eye dx:0.063 Diagnosis:9ccs213:Cardiac anom:-0.062 Diagnosis:9ccs124:Tonsillitis:-0.061 Diagnosis:9ccs256:Exam/eval:0.056 Diagnosis:9ccs89:Blindness:0.049 Diagnosis:9ccs96:Hrt valve dx:-0.049 Diagnosis:9ccs242:Poisn ot med:0.045 Diagnosis:9ccs4:Mycoses:0.044 Diagnosis:9ccs122:Pneumonia:-0.042 * Vital: Ht-gain7to13 | coef -0.001 95% CI: [-0.001 , 0.000] | OR_adj 0.999 [0.999 1.000] | occ: 1451 | OR_unadj: 1.379 [1.027 1.851] | indivs AUC:0.532 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.060 Lab:292495 LEAD LEVEL - Sunrise:-0.057 Diagnosis:9ccs2603:E Codes: Fall:-0.054 Diagnosis:9ccs153:GI hemorrhag:-0.053 Newborn Diagnosis:9ccs222:Perint jaund:-0.051 Newborn Diagnosis:9ccs219:Low birth wt:-0.049 Newborn Diagnosis:9ccs223:Birth trauma:-0.048 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.046 Diagnosis:9ccs125:Bronchitis:0.044 Newborn Diagnosis:9ccs253:Allergy:-0.042 Vital: Wt for Length ZScore-gain10to16 | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1476 | OR_unadj: 1.137 [0.870 1.485] | indivs AUC:0.558 Correlated most with: Diagnosis:9ccs113:Late eff CVD:0.063 Diagnosis:9ccs95:Oth nerv dx:0.059 Newborn Diagnosis:9ccs94:Other ear dx:0.059 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.058 Diagnosis:9ccs47:Ot bnign neo:0.052 Diagnosis:9ccs234:Crush injury:0.051 Diagnosis:9ccs242:Poisn ot med:0.050 Diagnosis:9ccs251:Abdomnl pain:0.049 Diagnosis:9ccs10:Immuniz/scrn:-0.042 Diagnosis:9ccs216:Nerv cong an:0.042 * Vital: Wt for Len Percentile-gain3to7 | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 947 | OR_unadj: 1.643 [1.240 2.177] | indivs AUC:0.541 Correlated most with: Diagnosis:9ccs155:Other GI dx:-0.100 Diagnosis:9ccs59:Anemia:0.062 Diagnosis:9ccs211:Ot conn tiss:0.058 Diagnosis:9ccs137:Mouth dx:0.058 Diagnosis:9ccs128:Asthma:0.054 Diagnosis:9ccs153:GI hemorrhag:-0.053 Diagnosis:9ccs140:Gastritis:-0.049 Newborn Diagnosis:9ccs213:Cardiac anom:-0.047 Diagnosis:9ccs217:Ot cong anom:-0.047 Diagnosis:9ccs212:Ot bone dx:-0.047 Vital: Wt for Len Percentile-gain16to24 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1289 | OR_unadj: 0.818 [0.613 1.091] | indivs AUC:0.488 Correlated most with: Diagnosis:9ccs61:Sickle cell:-0.068 Diagnosis:9ccs234:Crush injury:-0.064 Number of Visits:-0.062 Diagnosis:9ccs4:Mycoses:-0.054 Lab:292495 LEAD LEVEL - Sunrise:0.050 Diagnosis:9ccs94:Other ear dx:-0.050 Newborn Diagnosis:9ccs94:Other ear dx:0.048 Diagnosis:9ccs138:Esophgeal dx:-0.046 Diagnosis:9ccs198:Ot infl skin:-0.046 Diagnosis:9ccs128:Asthma:-0.046 * Vital: RR-avg5to7 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 164 | OR_unadj: 0.339 [0.136 0.845] | indivs AUC:0.492 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.128 Number of Visits:0.095 Diagnosis:9ccs10:Immuniz/scrn:0.092 Diagnosis:9ccs135:Intest infct:0.068 Diagnosis:9ccs0:No DX:0.065 Diagnosis:9ccs128:Asthma:0.062 Diagnosis:9ccs91:Other eye dx:0.061 Diagnosis:9ccs209:Ot acq defor:-0.060 Diagnosis:9ccs124:Tonsillitis:0.054 Diagnosis:9ccs257:Ot aftercare:0.053 Diagnosis:9ccs155:Other GI dx | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 446 | OR_unadj: 0.796 [0.581 1.090] | indivs AUC:0.428 Correlated most with: Diagnosis:9ccs155:Other GI dx:1.000 Number of Visits:0.304 Diagnosis:9ccs200:Oth skin dx:0.168 Diagnosis:9ccs7:Viral infect:0.153 Diagnosis:9ccs126:Ot up rsp in:0.144 Diagnosis:9ccs239:Superfic inj:0.136 Diagnosis:9ccs10:Immuniz/scrn:0.130 Diagnosis:9ccs250:Nausea/vomit:0.124 Diagnosis:9ccs133:Oth low resp:0.116 Diagnosis:9ccs91:Other eye dx:0.113 Vital: Temp-avg5to7 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1315 | OR_unadj: 1.008 [0.763 1.331] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs94:Other ear dx:0.078 Diagnosis:9ccs123:Influenza:0.061 Diagnosis:9ccs234:Crush injury:0.060 Diagnosis:9ccs90:Eye infectn:0.056 Diagnosis:9ccs134:Ot uppr resp:0.055 Number of Visits:0.054 Diagnosis:9ccs151:Oth liver dx:0.052 Diagnosis:9ccs219:Low birth wt:-0.052 Diagnosis:9ccs217:Ot cong anom:-0.050 Diagnosis:9ccs92:Otitis media:0.049 Vital: HC-latest | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.592 Correlated most with: Number of Visits:0.302 Diagnosis:9ccs126:Ot up rsp in:0.252 Diagnosis:9ccs10:Immuniz/scrn:0.246 Diagnosis:9ccs92:Otitis media:0.214 Diagnosis:9ccs257:Ot aftercare:0.211 Diagnosis:9ccs7:Viral infect:0.160 Diagnosis:9ccs125:Bronchitis:0.152 Diagnosis:9ccs135:Intest infct:0.150 Diagnosis:9ccs90:Eye infectn:0.137 Diagnosis:9ccs96:Hrt valve dx:0.100 Diagnosis:9ccs126:Ot up rsp in | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1234 | OR_unadj: 1.180 [0.868 1.604] | indivs AUC:0.541 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:1.000 Number of Visits:0.430 Diagnosis:9ccs255:Social admin:0.355 Diagnosis:9ccs92:Otitis media:0.337 Diagnosis:9ccs10:Immuniz/scrn:0.312 Diagnosis:9ccs7:Viral infect:0.236 Diagnosis:9ccs257:Ot aftercare:0.228 Diagnosis:9ccs90:Eye infectn:0.191 Diagnosis:9ccs135:Intest infct:0.190 Diagnosis:9ccs133:Oth low resp:0.167 Vital: Ht Percentile-gain10to16 | coef -0.000 95% CI: [-0.001 , 0.001] | OR_adj 1.000 [0.999 1.001] | occ: 768 | OR_unadj: 0.941 [0.680 1.302] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs125:Bronchitis:-0.077 Lab:295669 BILIRUBIN DIRECT - LMC:-0.069 Diagnosis:9ccs0:No DX:0.063 Diagnosis:9ccs96:Hrt valve dx:-0.062 Diagnosis:9ccs223:Birth trauma:-0.053 Diagnosis:9ccs2:Septicemia:-0.051 Lab:292495 LEAD LEVEL - Sunrise:0.048 Newborn Diagnosis:9ccs213:Cardiac anom:-0.047 Diagnosis:9ccs208:Acq foot def:-0.046 Diagnosis:9ccs213:Cardiac anom:-0.045 Vital: BMI-gain3to7 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1430 | OR_unadj: 1.091 [0.835 1.425] | indivs AUC:0.512 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:-0.095 Diagnosis:9ccs92:Otitis media:0.065 Diagnosis:9ccs240:Burns:-0.059 Diagnosis:9ccs7:Viral infect:0.057 Diagnosis:9ccs128:Asthma:0.054 Diagnosis:9ccs83:Epilepsy/cnv:0.054 Diagnosis:9ccs126:Ot up rsp in:0.053 Diagnosis:9ccs89:Blindness:-0.052 Diagnosis:9ccs2:Septicemia:0.049 Diagnosis:9ccs10:Immuniz/scrn:-0.048 Diagnosis:9ccs125:Bronchitis | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 394 | OR_unadj: 0.939 [0.683 1.292] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs125:Bronchitis:1.000 Number of Visits:0.248 Diagnosis:9ccs128:Asthma:0.241 Diagnosis:9ccs92:Otitis media:0.228 Diagnosis:9ccs257:Ot aftercare:0.216 Diagnosis:9ccs126:Ot up rsp in:0.165 Diagnosis:9ccs122:Pneumonia:0.164 Diagnosis:9ccs7:Viral infect:0.159 Diagnosis:9ccs133:Oth low resp:0.156 Diagnosis:9ccs135:Intest infct:0.131 Vital: Ht Percentile-avg5to7 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 465 | OR_unadj: 1.007 [0.684 1.483] | indivs AUC:0.524 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.108 Newborn Diagnosis:9ccs200:Oth skin dx:-0.081 Newborn Diagnosis:9ccs221:Resp distres:-0.069 Diagnosis:9ccs63:Wht blood dx:0.065 Diagnosis:9ccs222:Perint jaund:0.062 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.060 Diagnosis:9ccs140:Gastritis:-0.058 Diagnosis:9ccs208:Acq foot def:0.058 Diagnosis:9ccs125:Bronchitis:0.056 Number of Visits:0.055 Vital: Wt for Length ZScore-gain5to10 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1438 | OR_unadj: 1.002 [0.766 1.310] | indivs AUC:0.523 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:-0.059 Newborn Diagnosis:9ccs219:Low birth wt:-0.059 Newborn Diagnosis:9ccs221:Resp distres:-0.058 Diagnosis:9ccs58:Ot nutrit dx:0.058 Diagnosis:9ccs244:Other injury:0.050 Diagnosis:9ccs140:Gastritis:-0.050 Diagnosis:9ccs76:Meningitis:-0.048 Diagnosis:9ccs209:Ot acq defor:0.044 Diagnosis:9ccs8:Oth infectns:0.042 Newborn Diagnosis:9ccs213:Cardiac anom:-0.041 * Vital: Ht Percentile-latest | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1043 | OR_unadj: 1.325 [1.003 1.751] | indivs AUC:0.562 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.098 Diagnosis:9ccs89:Blindness:0.081 Diagnosis:9ccs128:Asthma:0.065 Lab:294203 BILIRUBIN TOTAL - LMC:-0.064 Newborn Diagnosis:9ccs215:gu cong anom:0.059 Newborn Diagnosis:9ccs200:Oth skin dx:-0.058 Diagnosis:9ccs2:Septicemia:0.054 Diagnosis:9ccs137:Mouth dx:0.052 Newborn Diagnosis:9ccs223:Birth trauma:0.050 Diagnosis:9ccs58:Ot nutrit dx:-0.048 * Vital: HC-avg10to13 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1158 | OR_unadj: 1.481 [1.134 1.934] | indivs AUC:0.587 Correlated most with: Diagnosis:9ccs147:Anal/rectal:0.054 Diagnosis:9ccs163:Other GU dx:0.053 Diagnosis:9ccs238:Complic proc:-0.052 Diagnosis:9ccs242:Poisn ot med:0.049 Diagnosis:9ccs90:Eye infectn:0.047 Diagnosis:9ccs92:Otitis media:0.044 Diagnosis:9ccs62:Coag/hemr dx:0.044 Diagnosis:9ccs205:Back problem:0.043 Number of Visits:0.041 Diagnosis:9ccs64:Ot hematl dx:0.041 Vital: RR-avg13to16 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 163 | OR_unadj: 0.770 [0.363 1.632] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.100 Diagnosis:9ccs141:Ot dx stomch:-0.093 Diagnosis:9ccs257:Ot aftercare:0.068 Diagnosis:9ccs113:Late eff CVD:-0.060 Diagnosis:9ccs128:Asthma:0.058 Diagnosis:9ccs247:Lymph enlarg:0.057 Diagnosis:9ccs95:Oth nerv dx:-0.056 Diagnosis:9ccs91:Other eye dx:0.051 Newborn Diagnosis:9ccs224:Ot perint dx:-0.046 Diagnosis:9ccs135:Intest infct:0.043 Diagnosis:9ccs4:Mycoses | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 178 | OR_unadj: 0.912 [0.584 1.423] | indivs AUC:0.473 Correlated most with: Diagnosis:9ccs4:Mycoses:1.000 Diagnosis:9ccs253:Allergy:0.177 Number of Visits:0.151 Diagnosis:9ccs200:Oth skin dx:0.102 Diagnosis:9ccs7:Viral infect:0.077 Diagnosis:9ccs256:Exam/eval:0.076 Diagnosis:9ccs126:Ot up rsp in:0.072 Diagnosis:9ccs197:Skin infectn:0.071 Diagnosis:9ccs255:Social admin:0.068 Diagnosis:9ccs239:Superfic inj:0.068 Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 491 | OR_unadj: 0.892 [0.662 1.202] | indivs AUC:0.481 Correlated most with: Newborn Diagnosis:9ccs224:Ot perint dx:1.000 Newborn Diagnosis:9ccs96:Hrt valve dx:0.129 Newborn Diagnosis:9ccs256:Exam/eval:0.127 Newborn Diagnosis:9ccs222:Perint jaund:0.105 Newborn Diagnosis:9ccs95:Oth nerv dx:0.085 Diagnosis:9ccs253:Allergy:-0.080 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.070 Newborn Diagnosis:9ccs253:Allergy:0.070 Newborn Diagnosis:9ccs200:Oth skin dx:0.060 Diagnosis:9ccs234:Crush injury:-0.056 Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 140 | OR_unadj: 0.818 [0.490 1.368] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs91:Other eye dx:1.000 Diagnosis:9ccs89:Blindness:0.284 Diagnosis:9ccs217:Ot cong anom:0.181 Number of Visits:0.151 Diagnosis:9ccs155:Other GI dx:0.113 Diagnosis:9ccs90:Eye infectn:0.101 Diagnosis:9ccs10:Immuniz/scrn:0.086 Diagnosis:9ccs253:Allergy:0.080 Diagnosis:9ccs239:Superfic inj:0.079 Diagnosis:9ccs200:Oth skin dx:0.077 Vital: Ht-gain16to24 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1417 | OR_unadj: 1.402 [0.978 2.008] | indivs AUC:0.553 Correlated most with: Diagnosis:9ccs4:Mycoses:-0.065 Number of Visits:-0.061 Diagnosis:9ccs138:Esophgeal dx:-0.058 Newborn Diagnosis:9ccs256:Exam/eval:-0.052 Diagnosis:9ccs61:Sickle cell:-0.052 Newborn Diagnosis:9ccs94:Other ear dx:0.050 Diagnosis:9ccs63:Wht blood dx:-0.048 Diagnosis:9ccs259:Unclassified:0.048 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.047 Diagnosis:9ccs198:Ot infl skin:-0.046 Vital: HR-avg0to1 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 209 | OR_unadj: 0.618 [0.317 1.205] | indivs AUC:0.448 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:-0.137 Newborn Diagnosis:9ccs253:Allergy:0.094 Diagnosis:9ccs224:Ot perint dx:0.052 Lab:295669 BILIRUBIN DIRECT - LMC:-0.051 Diagnosis:9ccs175:Ot femal gen:-0.050 Diagnosis:9ccs151:Oth liver dx:-0.050 Diagnosis:9ccs91:Other eye dx:0.049 Diagnosis:9ccs96:Hrt valve dx:0.049 Diagnosis:9ccs76:Meningitis:-0.047 Diagnosis:9ccs10:Immuniz/scrn:0.045 * Vital: Wt Percentile-avg10to13 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 664 | OR_unadj: 1.806 [1.346 2.423] | indivs AUC:0.618 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.078 Diagnosis:9ccs208:Acq foot def:0.061 Diagnosis:9ccs89:Blindness:0.058 Diagnosis:9ccs48:Thyroid dsor:-0.055 Lab:294203 BILIRUBIN TOTAL - LMC:-0.054 Lab:323825 STREP SCREEN THROAT - Sunrise:0.054 Diagnosis:9ccs242:Poisn ot med:0.052 Diagnosis:9ccs204:Ot joint dx:0.050 Diagnosis:9ccs217:Ot cong anom:-0.050 Diagnosis:9ccs63:Wht blood dx:0.048 Vital: Ht-avg1to3 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1348 | OR_unadj: 0.914 [0.694 1.204] | indivs AUC:0.517 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.303 Diagnosis:9ccs219:Low birth wt:-0.175 Newborn Diagnosis:9ccs222:Perint jaund:-0.123 Diagnosis:9ccs143:Abdom hernia:-0.119 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117 Newborn Diagnosis:9ccs256:Exam/eval:-0.112 Newborn Diagnosis:9ccs94:Other ear dx:0.089 Newborn Diagnosis:9ccs253:Allergy:-0.079 Diagnosis:9ccs200:Oth skin dx:0.070 Newborn Diagnosis:9ccs221:Resp distres:-0.066 * Vital: Wt Percentile-gain13to19 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 826 | OR_unadj: 0.644 [0.432 0.961] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs0:No DX:0.079 Diagnosis:9ccs257:Ot aftercare:0.076 Diagnosis:9ccs91:Other eye dx:-0.063 Diagnosis:9ccs128:Asthma:0.056 Diagnosis:9ccs208:Acq foot def:0.055 Diagnosis:9ccs7:Viral infect:0.055 Number of Visits:0.052 Diagnosis:9ccs175:Ot femal gen:0.049 Diagnosis:9ccs161:Ot dx kidney:0.046 Diagnosis:9ccs239:Superfic inj:0.044 * Vital: Wt Percentile-avg7to10 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 548 | OR_unadj: 1.684 [1.224 2.316] | indivs AUC:0.570 Correlated most with: Newborn Diagnosis:9ccs200:Oth skin dx:-0.080 Newborn Diagnosis:9ccs219:Low birth wt:-0.074 Diagnosis:9ccs208:Acq foot def:0.074 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.060 Diagnosis:9ccs90:Eye infectn:0.057 Diagnosis:9ccs89:Blindness:0.054 Lab:323825 STREP SCREEN THROAT - Sunrise:0.051 Diagnosis:9ccs259:Unclassified:-0.050 Diagnosis:9ccs117:Ot circul dx:-0.047 Diagnosis:9ccs242:Poisn ot med:0.046 Vital: Wt Percentile-gain16to24 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 961 | OR_unadj: 1.048 [0.733 1.496] | indivs AUC:0.531 Correlated most with: Diagnosis:9ccs0:No DX:0.084 Diagnosis:9ccs74:Ot mentl cnd:0.077 Diagnosis:9ccs63:Wht blood dx:-0.065 Diagnosis:9ccs168:PID:-0.064 Diagnosis:9ccs61:Sickle cell:-0.063 Diagnosis:9ccs208:Acq foot def:-0.062 Diagnosis:9ccs257:Ot aftercare:-0.059 Newborn Diagnosis:9ccs224:Ot perint dx:-0.059 Lab:292495 LEAD LEVEL - Sunrise:0.054 Diagnosis:9ccs51:Ot endo dsor:-0.052 Vital: Ht-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1394 | OR_unadj: 0.853 [0.644 1.129] | indivs AUC:0.537 Correlated most with: Number of Visits:0.136 Diagnosis:9ccs126:Ot up rsp in:0.108 Diagnosis:9ccs10:Immuniz/scrn:0.076 Diagnosis:9ccs92:Otitis media:0.074 Newborn Diagnosis:9ccs256:Exam/eval:0.068 Diagnosis:9ccs122:Pneumonia:0.064 Diagnosis:9ccs128:Asthma:0.060 Diagnosis:9ccs137:Mouth dx:0.055 Diagnosis:9ccs214:GI cong anom:0.052 Diagnosis:9ccs219:Low birth wt:0.048 Vital: Ht Percentile-avg7to10 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 564 | OR_unadj: 1.079 [0.760 1.532] | indivs AUC:0.530 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.104 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.086 Newborn Diagnosis:9ccs221:Resp distres:-0.066 Diagnosis:9ccs167:Breast dx:-0.064 Newborn Diagnosis:9ccs200:Oth skin dx:-0.062 Diagnosis:9ccs168:PID:0.059 Diagnosis:9ccs208:Acq foot def:0.057 Diagnosis:9ccs89:Blindness:0.053 Lab:323825 STREP SCREEN THROAT - Sunrise:0.051 Diagnosis:9ccs74:Ot mentl cnd:-0.049 * Vital: HC-avg5to7 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1123 | OR_unadj: 1.500 [1.143 1.967] | indivs AUC:0.535 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.118 Newborn Diagnosis:9ccs221:Resp distres:-0.085 Diagnosis:9ccs219:Low birth wt:-0.070 Diagnosis:9ccs147:Anal/rectal:0.061 Diagnosis:9ccs74:Ot mentl cnd:-0.060 Diagnosis:9ccs234:Crush injury:0.055 Diagnosis:9ccs257:Ot aftercare:0.053 Diagnosis:9ccs143:Abdom hernia:0.046 Newborn Diagnosis:9ccs256:Exam/eval:-0.043 Diagnosis:9ccs89:Blindness:0.043 * Vital: Wt Percentile-gain0to24 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 906 | OR_unadj: 1.985 [1.512 2.606] | indivs AUC:0.707 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.101 Newborn Diagnosis:9ccs219:Low birth wt:-0.065 Diagnosis:9ccs89:Blindness:0.062 Diagnosis:9ccs253:Allergy:0.057 Diagnosis:9ccs215:gu cong anom:0.056 Diagnosis:9ccs76:Meningitis:0.055 Diagnosis:9ccs239:Superfic inj:0.054 Lab:297262 HEMOGLOBIN (HEMOCUE):0.053 Newborn Diagnosis:9ccs223:Birth trauma:0.053 Diagnosis:10ccs58:Ot nutrit dx:0.048 Vital: HC-gain10to16 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1222 | OR_unadj: 1.142 [0.874 1.492] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs256:Exam/eval:-0.077 Diagnosis:9ccs154:Gastroent:-0.070 Diagnosis:9ccs92:Otitis media:0.056 Diagnosis:9ccs48:Thyroid dsor:0.055 Diagnosis:9ccs250:Nausea/vomit:-0.055 Diagnosis:9ccs10:Immuniz/scrn:-0.054 Diagnosis:9ccs96:Hrt valve dx:-0.053 Diagnosis:9ccs64:Ot hematl dx:-0.050 Diagnosis:9ccs133:Oth low resp:-0.049 Diagnosis:9ccs200:Oth skin dx:-0.049 Vital: BMI-gain10to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1448 | OR_unadj: 1.186 [0.893 1.575] | indivs AUC:0.540 Correlated most with: Diagnosis:9ccs163:Other GU dx:-0.067 Diagnosis:9ccs92:Otitis media:0.065 Diagnosis:9ccs96:Hrt valve dx:-0.052 Newborn Diagnosis:9ccs215:gu cong anom:-0.051 Newborn Diagnosis:9ccs253:Allergy:0.051 Number of Visits:0.048 Diagnosis:9ccs123:Influenza:0.047 Lab:295669 BILIRUBIN DIRECT - LMC:-0.042 Diagnosis:9ccs59:Anemia:0.039 Diagnosis:9ccs175:Ot femal gen:-0.039 Vital: Wt for Length ZScore-gain7to13 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1460 | OR_unadj: 1.296 [0.993 1.692] | indivs AUC:0.536 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.089 Lab:297262 HEMOGLOBIN (HEMOCUE):0.069 Diagnosis:9ccs258:Other screen:-0.055 Diagnosis:9ccs256:Exam/eval:-0.054 Diagnosis:9ccs95:Oth nerv dx:-0.050 Diagnosis:9ccs224:Ot perint dx:-0.048 Diagnosis:9ccs124:Tonsillitis:0.048 Diagnosis:9ccs10:Immuniz/scrn:-0.047 Diagnosis:9ccs159:UTI:0.045 Newborn Diagnosis:9ccs213:Cardiac anom:0.042 Vital: HR-avg13to16 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 363 | OR_unadj: 1.048 [0.669 1.642] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs140:Gastritis:0.111 Diagnosis:9ccs240:Burns:0.076 Diagnosis:9ccs168:PID:0.074 Diagnosis:9ccs10:Immuniz/scrn:0.068 Diagnosis:9ccs163:Other GU dx:0.068 Diagnosis:9ccs257:Ot aftercare:0.065 Diagnosis:9ccs159:UTI:0.062 Diagnosis:9ccs234:Crush injury:0.055 Newborn Diagnosis:9ccs221:Resp distres:0.053 Diagnosis:9ccs96:Hrt valve dx:0.053 Vital: Wt Percentile-gain5to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 582 | OR_unadj: 1.002 [0.659 1.525] | indivs AUC:0.473 Correlated most with: Newborn Diagnosis:9ccs253:Allergy:0.068 Diagnosis:9ccs89:Blindness:0.068 Lab:292495 LEAD LEVEL - Sunrise:0.062 Diagnosis:9ccs211:Ot conn tiss:-0.059 Diagnosis:9ccs244:Other injury:0.056 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.055 Diagnosis:9ccs92:Otitis media:0.055 Diagnosis:9ccs214:GI cong anom:0.054 Diagnosis:9ccs138:Esophgeal dx:0.048 Diagnosis:9ccs198:Ot infl skin:-0.047 Vital: Wt-gain10to16 | coef 0.000 95% CI: [-0.001 , 0.001] | OR_adj 1.000 [0.999 1.001] | occ: 1422 | OR_unadj: 1.239 [0.917 1.676] | indivs AUC:0.579 Correlated most with: Number of Visits:0.063 Diagnosis:9ccs96:Hrt valve dx:-0.063 Diagnosis:9ccs92:Otitis media:0.061 Newborn Diagnosis:9ccs215:gu cong anom:-0.061 Lab:295669 BILIRUBIN DIRECT - LMC:-0.052 Diagnosis:9ccs123:Influenza:0.044 Diagnosis:9ccs59:Anemia:0.043 Diagnosis:9ccs90:Eye infectn:0.041 Diagnosis:9ccs253:Allergy:0.035 Newborn Diagnosis:9ccs253:Allergy:0.034 * Vital: Wt for Len Percentile-gain10to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1273 | OR_unadj: 1.672 [1.280 2.183] | indivs AUC:0.545 Correlated most with: Diagnosis:9ccs163:Other GU dx:-0.077 Diagnosis:9ccs92:Otitis media:0.060 Newborn Diagnosis:9ccs219:Low birth wt:0.056 Newborn Diagnosis:9ccs215:gu cong anom:-0.053 Diagnosis:9ccs175:Ot femal gen:-0.050 Newborn Diagnosis:9ccs253:Allergy:0.048 Number of Visits:0.048 Newborn Diagnosis:9ccs222:Perint jaund:0.048 Diagnosis:9ccs96:Hrt valve dx:-0.047 Diagnosis:9ccs239:Superfic inj:0.047 * Vital: Wt-avg7to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1355 | OR_unadj: 2.480 [1.894 3.248] | indivs AUC:0.633 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.112 Diagnosis:9ccs219:Low birth wt:-0.091 Diagnosis:9ccs238:Complic proc:-0.079 Diagnosis:9ccs125:Bronchitis:0.075 Lab:297262 HEMOGLOBIN (HEMOCUE):0.059 Newborn Diagnosis:9ccs200:Oth skin dx:-0.059 Newborn Diagnosis:9ccs215:gu cong anom:0.058 Diagnosis:9ccs143:Abdom hernia:-0.054 Diagnosis:9ccs128:Asthma:0.053 Diagnosis:9ccs95:Oth nerv dx:-0.053 * Vital: Wt for Len Percentile-gain0to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1335 | OR_unadj: 3.367 [2.548 4.450] | indivs AUC:0.775 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.098 Diagnosis:9ccs259:Unclassified:-0.084 Diagnosis:9ccs167:Breast dx:-0.057 Diagnosis:9ccs143:Abdom hernia:0.052 Diagnosis:9ccs198:Ot infl skin:-0.048 Diagnosis:9ccs61:Sickle cell:-0.048 Diagnosis:9ccs74:Ot mentl cnd:0.047 Diagnosis:9ccs10:Immuniz/scrn:-0.045 Diagnosis:9ccs0:No DX:-0.045 Diagnosis:9ccs96:Hrt valve dx:-0.044 Vital: Wt for Length ZScore-gain1to5 | coef -0.000 95% CI: [-0.001 , 0.001] | OR_adj 1.000 [0.999 1.001] | occ: 1394 | OR_unadj: 1.181 [0.903 1.546] | indivs AUC:0.536 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:0.111 Diagnosis:9ccs147:Anal/rectal:0.103 Diagnosis:9ccs219:Low birth wt:0.092 Diagnosis:9ccs125:Bronchitis:0.064 Lab:294203 BILIRUBIN TOTAL - LMC:-0.063 Diagnosis:9ccs74:Ot mentl cnd:0.062 Newborn Diagnosis:9ccs253:Allergy:0.057 Diagnosis:9ccs61:Sickle cell:-0.054 Diagnosis:9ccs128:Asthma:0.051 Diagnosis:9ccs259:Unclassified:-0.050 Vital: HC-gain16to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1064 | OR_unadj: 0.868 [0.662 1.137] | indivs AUC:0.535 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.060 Diagnosis:9ccs209:Ot acq defor:0.056 Newborn Diagnosis:9ccs256:Exam/eval:-0.054 Diagnosis:9ccs214:GI cong anom:-0.049 Diagnosis:9ccs251:Abdomnl pain:-0.049 Diagnosis:9ccs95:Oth nerv dx:0.048 Diagnosis:9ccs140:Gastritis:0.048 Diagnosis:9ccs256:Exam/eval:-0.047 Diagnosis:9ccs213:Cardiac anom:-0.046 Diagnosis:9ccs239:Superfic inj:-0.045 Vital: HC-gain7to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1298 | OR_unadj: 1.240 [0.922 1.668] | indivs AUC:0.586 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.069 Diagnosis:9ccs251:Abdomnl pain:0.066 Diagnosis:9ccs211:Ot conn tiss:0.052 Newborn Diagnosis:9ccs223:Birth trauma:-0.049 Diagnosis:9ccs214:GI cong anom:-0.048 Lab:292495 LEAD LEVEL - Sunrise:-0.046 Diagnosis:9ccs51:Ot endo dsor:-0.045 Diagnosis:9ccs135:Intest infct:0.045 Diagnosis:9ccs222:Perint jaund:0.043 Diagnosis:9ccs96:Hrt valve dx:0.041 Vital: HR-avg7to10 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 420 | OR_unadj: 0.906 [0.585 1.403] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:0.089 Diagnosis:9ccs217:Ot cong anom:0.086 Diagnosis:9ccs125:Bronchitis:0.082 Diagnosis:9ccs257:Ot aftercare:0.064 Diagnosis:9ccs7:Viral infect:0.063 Diagnosis:9ccs76:Meningitis:-0.063 Diagnosis:9ccs58:Ot nutrit dx:-0.061 Diagnosis:9ccs140:Gastritis:0.061 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.060 Newborn Diagnosis:9ccs222:Perint jaund:0.059 Vital: HC-avg1to3 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1229 | OR_unadj: 0.920 [0.701 1.208] | indivs AUC:0.492 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.212 Diagnosis:9ccs219:Low birth wt:-0.111 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.099 Newborn Diagnosis:9ccs256:Exam/eval:-0.090 Newborn Diagnosis:9ccs221:Resp distres:-0.079 Newborn Diagnosis:9ccs253:Allergy:-0.077 Diagnosis:9ccs123:Influenza:0.077 Diagnosis:9ccs200:Oth skin dx:0.070 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.061 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.058 Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 90 | OR_unadj: 1.134 [0.641 2.008] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs159:UTI:1.000 Diagnosis:9ccs161:Ot dx kidney:0.240 Number of Visits:0.205 Diagnosis:9ccs257:Ot aftercare:0.118 Diagnosis:9ccs74:Ot mentl cnd:0.115 Diagnosis:9ccs125:Bronchitis:0.113 Diagnosis:9ccs92:Otitis media:0.106 Diagnosis:9ccs163:Other GU dx:0.106 Diagnosis:9ccs63:Wht blood dx:0.099 Diagnosis:9ccs59:Anemia:0.096 * Vital: Wt for Length ZScore-gain13to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1451 | OR_unadj: 1.313 [1.006 1.713] | indivs AUC:0.514 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:-0.077 Diagnosis:9ccs163:Other GU dx:-0.065 Newborn Diagnosis:9ccs222:Perint jaund:0.065 Diagnosis:9ccs240:Burns:-0.063 Diagnosis:9ccs143:Abdom hernia:0.059 Newborn Diagnosis:9ccs219:Low birth wt:0.058 Diagnosis:9ccs247:Lymph enlarg:-0.057 Number of Visits:0.053 Diagnosis:9ccs92:Otitis media:0.048 Diagnosis:9ccs62:Coag/hemr dx:0.046 Vital: Ht-latest | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1614 | OR_unadj: 1.271 [0.956 1.688] | indivs AUC:0.560 Correlated most with: Number of Visits:0.447 Diagnosis:9ccs10:Immuniz/scrn:0.345 Diagnosis:9ccs126:Ot up rsp in:0.315 Diagnosis:9ccs92:Otitis media:0.265 Diagnosis:9ccs7:Viral infect:0.206 Diagnosis:9ccs257:Ot aftercare:0.188 Diagnosis:9ccs135:Intest infct:0.156 Diagnosis:9ccs90:Eye infectn:0.148 Diagnosis:9ccs128:Asthma:0.117 Diagnosis:9ccs125:Bronchitis:0.114 Vital: HR-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 237 | OR_unadj: 0.904 [0.524 1.561] | indivs AUC:0.523 Correlated most with: Newborn Diagnosis:9ccs256:Exam/eval:0.091 Diagnosis:9ccs167:Breast dx:0.081 MatDeliveryAge:0.068 Newborn Diagnosis:9ccs221:Resp distres:0.067 Diagnosis:9ccs161:Ot dx kidney:0.066 Newborn Diagnosis:9ccs223:Birth trauma:-0.064 Diagnosis:9ccs74:Ot mentl cnd:-0.061 Diagnosis:9ccs7:Viral infect:0.054 Newborn Diagnosis:9ccs215:gu cong anom:0.054 Newborn Diagnosis:9ccs219:Low birth wt:0.051 Vital: HC-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1332 | OR_unadj: 0.871 [0.636 1.192] | indivs AUC:0.490 Correlated most with: Number of Visits:0.117 Diagnosis:9ccs126:Ot up rsp in:0.073 Diagnosis:9ccs137:Mouth dx:0.072 Diagnosis:9ccs92:Otitis media:0.062 Diagnosis:9ccs159:UTI:0.055 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.054 Diagnosis:9ccs76:Meningitis:0.052 Diagnosis:9ccs175:Ot femal gen:-0.051 Diagnosis:9ccs212:Ot bone dx:-0.044 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.043 Vital: Wt for Length ZScore-gain16to24 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1432 | OR_unadj: 1.066 [0.815 1.393] | indivs AUC:0.594 Correlated most with: Diagnosis:9ccs94:Other ear dx:0.055 Diagnosis:9ccs154:Gastroent:0.055 Diagnosis:9ccs7:Viral infect:0.054 Diagnosis:9ccs153:GI hemorrhag:0.054 Diagnosis:9ccs224:Ot perint dx:0.053 Diagnosis:9ccs141:Ot dx stomch:0.051 Newborn Diagnosis:9ccs223:Birth trauma:0.048 Diagnosis:9ccs250:Nausea/vomit:0.045 Diagnosis:9ccs76:Meningitis:0.045 Diagnosis:9ccs247:Lymph enlarg:0.044 * Vital: Wt for Length ZScore-gain0to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.783 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.093 Diagnosis:9ccs48:Thyroid dsor:-0.071 Number of Visits:0.070 Diagnosis:9ccs259:Unclassified:-0.067 Diagnosis:9ccs74:Ot mentl cnd:0.060 Diagnosis:9ccs94:Other ear dx:0.055 Diagnosis:9ccs61:Sickle cell:-0.053 Diagnosis:9ccs58:Ot nutrit dx:0.053 Diagnosis:9ccs239:Superfic inj:0.051 Diagnosis:9ccs7:Viral infect:0.051 Vital: BMI-gain5to10 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1455 | OR_unadj: 1.104 [0.834 1.462] | indivs AUC:0.488 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.095 Diagnosis:9ccs256:Exam/eval:-0.062 Newborn Diagnosis:9ccs94:Other ear dx:-0.061 Diagnosis:9ccs200:Oth skin dx:-0.061 Diagnosis:9ccs89:Blindness:0.050 Diagnosis:9ccs223:Birth trauma:-0.049 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.048 Diagnosis:9ccs61:Sickle cell:-0.046 Diagnosis:9ccs136:Teeth dx:-0.046 Newborn Diagnosis:9ccs256:Exam/eval:-0.045 Vital: Wt Change-avg13to16 | coef 0.000 95% CI: [-0.003 , 0.003] | OR_adj 1.000 [0.997 1.003] | occ: 654 | OR_unadj: 1.355 [0.943 1.946] | indivs AUC:0.524 Correlated most with: Number of Visits:-0.118 Diagnosis:9ccs126:Ot up rsp in:-0.089 Diagnosis:9ccs63:Wht blood dx:0.082 Diagnosis:9ccs155:Other GI dx:-0.082 Diagnosis:9ccs133:Oth low resp:-0.079 Newborn Diagnosis:9ccs221:Resp distres:0.078 Diagnosis:9ccs143:Abdom hernia:0.077 Diagnosis:9ccs125:Bronchitis:-0.073 Diagnosis:9ccs136:Teeth dx:-0.070 Diagnosis:9ccs92:Otitis media:-0.065 Vital: Wt for Length ZScore-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1309 | OR_unadj: 1.211 [0.926 1.584] | indivs AUC:0.579 Correlated most with: Diagnosis:9ccs219:Low birth wt:-0.096 Newborn Diagnosis:9ccs219:Low birth wt:-0.095 Diagnosis:10ccs58:Ot nutrit dx:0.069 Diagnosis:9ccs222:Perint jaund:-0.067 Newborn Diagnosis:9ccs224:Ot perint dx:0.064 Diagnosis:9ccs2603:E Codes: Fall:0.062 Newborn Diagnosis:9ccs256:Exam/eval:-0.057 Diagnosis:9ccs161:Ot dx kidney:0.054 Lab:294203 BILIRUBIN TOTAL - LMC:0.054 Diagnosis:9ccs117:Ot circul dx:-0.053 Vital : 0.612765884848 Number of Visits : -0.0042781288164 Diagnosis : -0.00180965155097 MatDeliveryAge : 0.00160516283714 Newborn Diagnosis : 0.000284112869211 Time to run analysis 0:00:39.085723 Total Time elapsed 15:46:14.190964 ----------------------------------------------------- girls min_5 no_census randomforest regression Running batch 1 of 7 with 16 nodes Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.912, R^2 test: 0.224 Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.868, R^2 test: 0.243 Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.736, R^2 test: 0.272 Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.674, R^2 test: 0.283 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.976, Explained Variance Score Train: 0.736 AUC Validation: 0.804, Explained Variance Score Validation: 0.273 AUC Test: 0.783, Explained Variance Score Test: 0.299 Bootstrap CV 11, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.221 Bootstrap CV 11, alpha = (3000, 2, 2), R^2 train: 0.844, R^2 test: 0.224 Bootstrap CV 11, alpha = (3000, 2, 5), R^2 train: 0.690, R^2 test: 0.244 Bootstrap CV 11, alpha = (3000, 2, 7), R^2 train: 0.612, R^2 test: 0.238 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.943, Explained Variance Score Train: 0.612 AUC Validation: 0.788, Explained Variance Score Validation: 0.248 AUC Test: 0.798, Explained Variance Score Test: 0.320 Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.240 Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.849, R^2 test: 0.242 Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.712, R^2 test: 0.254 Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.633, R^2 test: 0.263 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.970, Explained Variance Score Train: 0.712 AUC Validation: 0.726, Explained Variance Score Validation: 0.262 AUC Test: 0.804, Explained Variance Score Test: 0.327 Bootstrap CV 12, alpha = (3000, 2, 1), R^2 train: 0.906, R^2 test: 0.226 Bootstrap CV 12, alpha = (3000, 2, 2), R^2 train: 0.863, R^2 test: 0.249 Bootstrap CV 12, alpha = (3000, 2, 5), R^2 train: 0.716, R^2 test: 0.264 Bootstrap CV 12, alpha = (3000, 2, 7), R^2 train: 0.639, R^2 test: 0.261 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.944, Explained Variance Score Train: 0.716 AUC Validation: 0.722, Explained Variance Score Validation: 0.279 AUC Test: 0.808, Explained Variance Score Test: 0.341 Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.889, R^2 test: 0.227 Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.837, R^2 test: 0.251 Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.711, R^2 test: 0.253 Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.637, R^2 test: 0.241 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.958, Explained Variance Score Train: 0.637 AUC Validation: 0.820, Explained Variance Score Validation: 0.250 AUC Test: 0.791, Explained Variance Score Test: 0.284 Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.885, R^2 test: 0.353 Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.848, R^2 test: 0.350 Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.718, R^2 test: 0.308 Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.652, R^2 test: 0.299 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.979, Explained Variance Score Train: 0.848 AUC Validation: 0.816, Explained Variance Score Validation: 0.355 AUC Test: 0.782, Explained Variance Score Test: 0.317 Bootstrap CV 15, alpha = (3000, 2, 1), R^2 train: 0.906, R^2 test: 0.074 Bootstrap CV 15, alpha = (3000, 2, 2), R^2 train: 0.872, R^2 test: 0.082 Bootstrap CV 15, alpha = (3000, 2, 5), R^2 train: 0.758, R^2 test: 0.085 Bootstrap CV 15, alpha = (3000, 2, 7), R^2 train: 0.685, R^2 test: 0.091 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.994, Explained Variance Score Train: 0.906 AUC Validation: 0.638, Explained Variance Score Validation: 0.143 AUC Test: 0.810, Explained Variance Score Test: 0.354 Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.917, R^2 test: 0.370 Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.884, R^2 test: 0.391 Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.785, R^2 test: 0.395 Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.727, R^2 test: 0.397 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.969, Explained Variance Score Train: 0.727 AUC Validation: 0.872, Explained Variance Score Validation: 0.397 AUC Test: 0.792, Explained Variance Score Test: 0.324 Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.904, R^2 test: 0.409 Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.843, R^2 test: 0.392 Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.662, R^2 test: 0.395 Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.589, R^2 test: 0.396 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.974, Explained Variance Score Train: 0.844 AUC Validation: 0.765, Explained Variance Score Validation: 0.397 AUC Test: 0.792, Explained Variance Score Test: 0.341 Bootstrap CV 10, alpha = (3000, 2, 1), R^2 train: 0.882, R^2 test: 0.229 Bootstrap CV 10, alpha = (3000, 2, 2), R^2 train: 0.822, R^2 test: 0.282 Bootstrap CV 10, alpha = (3000, 2, 5), R^2 train: 0.678, R^2 test: 0.305 Bootstrap CV 10, alpha = (3000, 2, 7), R^2 train: 0.606, R^2 test: 0.297 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.993, Explained Variance Score Train: 0.822 AUC Validation: 0.837, Explained Variance Score Validation: 0.283 AUC Test: 0.776, Explained Variance Score Test: 0.316 Bootstrap CV 14, alpha = (3000, 2, 1), R^2 train: 0.893, R^2 test: 0.328 Bootstrap CV 14, alpha = (3000, 2, 2), R^2 train: 0.837, R^2 test: 0.337 Bootstrap CV 14, alpha = (3000, 2, 5), R^2 train: 0.707, R^2 test: 0.330 Bootstrap CV 14, alpha = (3000, 2, 7), R^2 train: 0.641, R^2 test: 0.329 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.967, Explained Variance Score Train: 0.707 AUC Validation: 0.767, Explained Variance Score Validation: 0.339 AUC Test: 0.811, Explained Variance Score Test: 0.300 Bootstrap CV 13, alpha = (3000, 2, 1), R^2 train: 0.887, R^2 test: 0.308 Bootstrap CV 13, alpha = (3000, 2, 2), R^2 train: 0.828, R^2 test: 0.337 Bootstrap CV 13, alpha = (3000, 2, 5), R^2 train: 0.688, R^2 test: 0.339 Bootstrap CV 13, alpha = (3000, 2, 7), R^2 train: 0.619, R^2 test: 0.334 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.951, Explained Variance Score Train: 0.688 AUC Validation: 0.766, Explained Variance Score Validation: 0.342 AUC Test: 0.789, Explained Variance Score Test: 0.301 Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.915, R^2 test: 0.276 Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.878, R^2 test: 0.274 Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.757, R^2 test: 0.258 Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.683, R^2 test: 0.262 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.955, Explained Variance Score Train: 0.757 AUC Validation: 0.804, Explained Variance Score Validation: 0.259 AUC Test: 0.822, Explained Variance Score Test: 0.346 Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.885, R^2 test: 0.327 Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.839, R^2 test: 0.329 Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.701, R^2 test: 0.320 Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.638, R^2 test: 0.330 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.982, Explained Variance Score Train: 0.839 AUC Validation: 0.844, Explained Variance Score Validation: 0.333 AUC Test: 0.785, Explained Variance Score Test: 0.277 Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.900, R^2 test: 0.294 Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.863, R^2 test: 0.300 Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.723, R^2 test: 0.295 Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.659, R^2 test: 0.296 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.988, Explained Variance Score Train: 0.863 AUC Validation: 0.821, Explained Variance Score Validation: 0.302 AUC Test: 0.780, Explained Variance Score Test: 0.338 Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.880, R^2 test: 0.305 Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.813, R^2 test: 0.313 Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.644, R^2 test: 0.292 Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.564, R^2 test: 0.273 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.986, Explained Variance Score Train: 0.813 AUC Validation: 0.783, Explained Variance Score Validation: 0.314 AUC Test: 0.779, Explained Variance Score Test: 0.329 Running batch 2 of 7 with 16 nodes Bootstrap CV 29, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.096 Bootstrap CV 29, alpha = (3000, 2, 2), R^2 train: 0.851, R^2 test: 0.133 Bootstrap CV 29, alpha = (3000, 2, 5), R^2 train: 0.707, R^2 test: 0.158 Bootstrap CV 29, alpha = (3000, 2, 7), R^2 train: 0.629, R^2 test: 0.158 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.928, Explained Variance Score Train: 0.629 AUC Validation: 0.740, Explained Variance Score Validation: 0.178 AUC Test: 0.790, Explained Variance Score Test: 0.281 Bootstrap CV 16, alpha = (3000, 2, 1), R^2 train: 0.900, R^2 test: 0.061 Bootstrap CV 16, alpha = (3000, 2, 2), R^2 train: 0.848, R^2 test: 0.070 Bootstrap CV 16, alpha = (3000, 2, 5), R^2 train: 0.711, R^2 test: 0.120 Bootstrap CV 16, alpha = (3000, 2, 7), R^2 train: 0.648, R^2 test: 0.135 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.960, Explained Variance Score Train: 0.711 AUC Validation: 0.666, Explained Variance Score Validation: 0.122 AUC Test: 0.789, Explained Variance Score Test: 0.284 Bootstrap CV 24, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.299 Bootstrap CV 24, alpha = (3000, 2, 2), R^2 train: 0.833, R^2 test: 0.303 Bootstrap CV 24, alpha = (3000, 2, 5), R^2 train: 0.668, R^2 test: 0.284 Bootstrap CV 24, alpha = (3000, 2, 7), R^2 train: 0.600, R^2 test: 0.269 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.984, Explained Variance Score Train: 0.833 AUC Validation: 0.791, Explained Variance Score Validation: 0.327 AUC Test: 0.794, Explained Variance Score Test: 0.334 Bootstrap CV 21, alpha = (3000, 2, 1), R^2 train: 0.899, R^2 test: 0.017 Bootstrap CV 21, alpha = (3000, 2, 2), R^2 train: 0.829, R^2 test: -0.102 Bootstrap CV 21, alpha = (3000, 2, 5), R^2 train: 0.659, R^2 test: -0.147 Bootstrap CV 21, alpha = (3000, 2, 7), R^2 train: 0.582, R^2 test: -0.063 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.956, Explained Variance Score Train: 0.659 AUC Validation: 0.798, Explained Variance Score Validation: -0.112 AUC Test: 0.781, Explained Variance Score Test: 0.319 Bootstrap CV 25, alpha = (3000, 2, 1), R^2 train: 0.901, R^2 test: 0.142 Bootstrap CV 25, alpha = (3000, 2, 2), R^2 train: 0.840, R^2 test: 0.234 Bootstrap CV 25, alpha = (3000, 2, 5), R^2 train: 0.715, R^2 test: 0.249 Bootstrap CV 25, alpha = (3000, 2, 7), R^2 train: 0.660, R^2 test: 0.262 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.953, Explained Variance Score Train: 0.715 AUC Validation: 0.780, Explained Variance Score Validation: 0.251 AUC Test: 0.787, Explained Variance Score Test: 0.330 Bootstrap CV 19, alpha = (3000, 2, 1), R^2 train: 0.885, R^2 test: 0.251 Bootstrap CV 19, alpha = (3000, 2, 2), R^2 train: 0.850, R^2 test: 0.257 Bootstrap CV 19, alpha = (3000, 2, 5), R^2 train: 0.720, R^2 test: 0.257 Bootstrap CV 19, alpha = (3000, 2, 7), R^2 train: 0.646, R^2 test: 0.260 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.957, Explained Variance Score Train: 0.720 AUC Validation: 0.729, Explained Variance Score Validation: 0.257 AUC Test: 0.794, Explained Variance Score Test: 0.284 Bootstrap CV 31, alpha = (3000, 2, 1), R^2 train: 0.915, R^2 test: 0.313 Bootstrap CV 31, alpha = (3000, 2, 2), R^2 train: 0.883, R^2 test: 0.316 Bootstrap CV 31, alpha = (3000, 2, 5), R^2 train: 0.788, R^2 test: 0.315 Bootstrap CV 31, alpha = (3000, 2, 7), R^2 train: 0.730, R^2 test: 0.312 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.974, Explained Variance Score Train: 0.788 AUC Validation: 0.799, Explained Variance Score Validation: 0.316 AUC Test: 0.800, Explained Variance Score Test: 0.307 Bootstrap CV 23, alpha = (3000, 2, 1), R^2 train: 0.900, R^2 test: 0.281 Bootstrap CV 23, alpha = (3000, 2, 2), R^2 train: 0.820, R^2 test: 0.330 Bootstrap CV 23, alpha = (3000, 2, 5), R^2 train: 0.643, R^2 test: 0.311 Bootstrap CV 23, alpha = (3000, 2, 7), R^2 train: 0.565, R^2 test: 0.309 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.964, Explained Variance Score Train: 0.643 AUC Validation: 0.845, Explained Variance Score Validation: 0.311 AUC Test: 0.798, Explained Variance Score Test: 0.336 Bootstrap CV 26, alpha = (3000, 2, 1), R^2 train: 0.886, R^2 test: 0.165 Bootstrap CV 26, alpha = (3000, 2, 2), R^2 train: 0.818, R^2 test: 0.240 Bootstrap CV 26, alpha = (3000, 2, 5), R^2 train: 0.669, R^2 test: 0.277 Bootstrap CV 26, alpha = (3000, 2, 7), R^2 train: 0.603, R^2 test: 0.291 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.950, Explained Variance Score Train: 0.669 AUC Validation: 0.825, Explained Variance Score Validation: 0.285 AUC Test: 0.795, Explained Variance Score Test: 0.299 Bootstrap CV 28, alpha = (3000, 2, 1), R^2 train: 0.928, R^2 test: 0.066 Bootstrap CV 28, alpha = (3000, 2, 2), R^2 train: 0.883, R^2 test: 0.087 Bootstrap CV 28, alpha = (3000, 2, 5), R^2 train: 0.741, R^2 test: 0.113 Bootstrap CV 28, alpha = (3000, 2, 7), R^2 train: 0.663, R^2 test: 0.102 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.943, Explained Variance Score Train: 0.741 AUC Validation: 0.722, Explained Variance Score Validation: 0.114 AUC Test: 0.807, Explained Variance Score Test: 0.347 Bootstrap CV 20, alpha = (3000, 2, 1), R^2 train: 0.888, R^2 test: 0.292 Bootstrap CV 20, alpha = (3000, 2, 2), R^2 train: 0.840, R^2 test: 0.299 Bootstrap CV 20, alpha = (3000, 2, 5), R^2 train: 0.715, R^2 test: 0.265 Bootstrap CV 20, alpha = (3000, 2, 7), R^2 train: 0.648, R^2 test: 0.269 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.984, Explained Variance Score Train: 0.840 AUC Validation: 0.920, Explained Variance Score Validation: 0.319 AUC Test: 0.778, Explained Variance Score Test: 0.259 Bootstrap CV 18, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.128 Bootstrap CV 18, alpha = (3000, 2, 2), R^2 train: 0.842, R^2 test: 0.129 Bootstrap CV 18, alpha = (3000, 2, 5), R^2 train: 0.691, R^2 test: 0.170 Bootstrap CV 18, alpha = (3000, 2, 7), R^2 train: 0.625, R^2 test: 0.176 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.955, Explained Variance Score Train: 0.691 AUC Validation: 0.703, Explained Variance Score Validation: 0.172 AUC Test: 0.792, Explained Variance Score Test: 0.286 Bootstrap CV 27, alpha = (3000, 2, 1), R^2 train: 0.904, R^2 test: -0.041 Bootstrap CV 27, alpha = (3000, 2, 2), R^2 train: 0.861, R^2 test: -0.031 Bootstrap CV 27, alpha = (3000, 2, 5), R^2 train: 0.727, R^2 test: 0.029 Bootstrap CV 27, alpha = (3000, 2, 7), R^2 train: 0.654, R^2 test: 0.072 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.927, Explained Variance Score Train: 0.654 AUC Validation: 0.699, Explained Variance Score Validation: 0.076 AUC Test: 0.813, Explained Variance Score Test: 0.354 Bootstrap CV 30, alpha = (3000, 2, 1), R^2 train: 0.881, R^2 test: 0.364 Bootstrap CV 30, alpha = (3000, 2, 2), R^2 train: 0.827, R^2 test: 0.366 Bootstrap CV 30, alpha = (3000, 2, 5), R^2 train: 0.684, R^2 test: 0.359 Bootstrap CV 30, alpha = (3000, 2, 7), R^2 train: 0.617, R^2 test: 0.358 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.987, Explained Variance Score Train: 0.827 AUC Validation: 0.797, Explained Variance Score Validation: 0.368 AUC Test: 0.789, Explained Variance Score Test: 0.304 Bootstrap CV 22, alpha = (3000, 2, 1), R^2 train: 0.893, R^2 test: 0.324 Bootstrap CV 22, alpha = (3000, 2, 2), R^2 train: 0.839, R^2 test: 0.395 Bootstrap CV 22, alpha = (3000, 2, 5), R^2 train: 0.710, R^2 test: 0.399 Bootstrap CV 22, alpha = (3000, 2, 7), R^2 train: 0.639, R^2 test: 0.393 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.991, Explained Variance Score Train: 0.839 AUC Validation: 0.938, Explained Variance Score Validation: 0.411 AUC Test: 0.794, Explained Variance Score Test: 0.317 Bootstrap CV 17, alpha = (3000, 2, 1), R^2 train: 0.887, R^2 test: 0.334 Bootstrap CV 17, alpha = (3000, 2, 2), R^2 train: 0.821, R^2 test: 0.305 Bootstrap CV 17, alpha = (3000, 2, 5), R^2 train: 0.642, R^2 test: 0.333 Bootstrap CV 17, alpha = (3000, 2, 7), R^2 train: 0.570, R^2 test: 0.327 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.976, Explained Variance Score Train: 0.821 AUC Validation: 0.827, Explained Variance Score Validation: 0.315 AUC Test: 0.808, Explained Variance Score Test: 0.329 Running batch 3 of 7 with 16 nodes Bootstrap CV 38, alpha = (3000, 2, 1), R^2 train: 0.903, R^2 test: 0.088 Bootstrap CV 38, alpha = (3000, 2, 2), R^2 train: 0.858, R^2 test: 0.115 Bootstrap CV 38, alpha = (3000, 2, 5), R^2 train: 0.765, R^2 test: 0.154 Bootstrap CV 38, alpha = (3000, 2, 7), R^2 train: 0.708, R^2 test: 0.164 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.983, Explained Variance Score Train: 0.765 AUC Validation: 0.754, Explained Variance Score Validation: 0.154 AUC Test: 0.800, Explained Variance Score Test: 0.312 Bootstrap CV 45, alpha = (3000, 2, 1), R^2 train: 0.901, R^2 test: 0.283 Bootstrap CV 45, alpha = (3000, 2, 2), R^2 train: 0.853, R^2 test: 0.276 Bootstrap CV 45, alpha = (3000, 2, 5), R^2 train: 0.713, R^2 test: 0.244 Bootstrap CV 45, alpha = (3000, 2, 7), R^2 train: 0.614, R^2 test: 0.232 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.920, Explained Variance Score Train: 0.614 AUC Validation: 0.732, Explained Variance Score Validation: 0.250 AUC Test: 0.788, Explained Variance Score Test: 0.327 Bootstrap CV 47, alpha = (3000, 2, 1), R^2 train: 0.883, R^2 test: 0.066 Bootstrap CV 47, alpha = (3000, 2, 2), R^2 train: 0.810, R^2 test: 0.048 Bootstrap CV 47, alpha = (3000, 2, 5), R^2 train: 0.641, R^2 test: 0.050 Bootstrap CV 47, alpha = (3000, 2, 7), R^2 train: 0.573, R^2 test: 0.079 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.959, Explained Variance Score Train: 0.641 AUC Validation: 0.785, Explained Variance Score Validation: 0.051 AUC Test: 0.792, Explained Variance Score Test: 0.333 Bootstrap CV 42, alpha = (3000, 2, 1), R^2 train: 0.910, R^2 test: 0.206 Bootstrap CV 42, alpha = (3000, 2, 2), R^2 train: 0.853, R^2 test: 0.197 Bootstrap CV 42, alpha = (3000, 2, 5), R^2 train: 0.696, R^2 test: 0.158 Bootstrap CV 42, alpha = (3000, 2, 7), R^2 train: 0.621, R^2 test: 0.154 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.990, Explained Variance Score Train: 0.853 AUC Validation: 0.778, Explained Variance Score Validation: 0.197 AUC Test: 0.764, Explained Variance Score Test: 0.349 Bootstrap CV 37, alpha = (3000, 2, 1), R^2 train: 0.905, R^2 test: 0.192 Bootstrap CV 37, alpha = (3000, 2, 2), R^2 train: 0.866, R^2 test: 0.185 Bootstrap CV 37, alpha = (3000, 2, 5), R^2 train: 0.751, R^2 test: 0.174 Bootstrap CV 37, alpha = (3000, 2, 7), R^2 train: 0.683, R^2 test: 0.163 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.984, Explained Variance Score Train: 0.751 AUC Validation: 0.668, Explained Variance Score Validation: 0.174 AUC Test: 0.739, Explained Variance Score Test: 0.199 Bootstrap CV 41, alpha = (3000, 2, 1), R^2 train: 0.907, R^2 test: 0.409 Bootstrap CV 41, alpha = (3000, 2, 2), R^2 train: 0.877, R^2 test: 0.427 Bootstrap CV 41, alpha = (3000, 2, 5), R^2 train: 0.744, R^2 test: 0.453 Bootstrap CV 41, alpha = (3000, 2, 7), R^2 train: 0.674, R^2 test: 0.458 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.973, Explained Variance Score Train: 0.877 AUC Validation: 0.816, Explained Variance Score Validation: 0.433 AUC Test: 0.787, Explained Variance Score Test: 0.338 Bootstrap CV 46, alpha = (3000, 2, 1), R^2 train: 0.889, R^2 test: 0.229 Bootstrap CV 46, alpha = (3000, 2, 2), R^2 train: 0.839, R^2 test: 0.255 Bootstrap CV 46, alpha = (3000, 2, 5), R^2 train: 0.706, R^2 test: 0.281 Bootstrap CV 46, alpha = (3000, 2, 7), R^2 train: 0.637, R^2 test: 0.280 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.989, Explained Variance Score Train: 0.889 AUC Validation: 0.845, Explained Variance Score Validation: 0.234 AUC Test: 0.792, Explained Variance Score Test: 0.342 Bootstrap CV 32, alpha = (3000, 2, 1), R^2 train: 0.893, R^2 test: 0.210 Bootstrap CV 32, alpha = (3000, 2, 2), R^2 train: 0.838, R^2 test: 0.212 Bootstrap CV 32, alpha = (3000, 2, 5), R^2 train: 0.654, R^2 test: 0.231 Bootstrap CV 32, alpha = (3000, 2, 7), R^2 train: 0.579, R^2 test: 0.236 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.983, Explained Variance Score Train: 0.838 AUC Validation: 0.702, Explained Variance Score Validation: 0.215 AUC Test: 0.790, Explained Variance Score Test: 0.338 Bootstrap CV 44, alpha = (3000, 2, 1), R^2 train: 0.884, R^2 test: 0.300 Bootstrap CV 44, alpha = (3000, 2, 2), R^2 train: 0.839, R^2 test: 0.283 Bootstrap CV 44, alpha = (3000, 2, 5), R^2 train: 0.691, R^2 test: 0.297 Bootstrap CV 44, alpha = (3000, 2, 7), R^2 train: 0.610, R^2 test: 0.299 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.992, Explained Variance Score Train: 0.839 AUC Validation: 0.789, Explained Variance Score Validation: 0.295 AUC Test: 0.792, Explained Variance Score Test: 0.297 Bootstrap CV 33, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.367 Bootstrap CV 33, alpha = (3000, 2, 2), R^2 train: 0.844, R^2 test: 0.372 Bootstrap CV 33, alpha = (3000, 2, 5), R^2 train: 0.677, R^2 test: 0.324 Bootstrap CV 33, alpha = (3000, 2, 7), R^2 train: 0.605, R^2 test: 0.304 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.943, Explained Variance Score Train: 0.677 AUC Validation: 0.796, Explained Variance Score Validation: 0.327 AUC Test: 0.786, Explained Variance Score Test: 0.330 Bootstrap CV 43, alpha = (3000, 2, 1), R^2 train: 0.904, R^2 test: -0.029 Bootstrap CV 43, alpha = (3000, 2, 2), R^2 train: 0.857, R^2 test: -0.004 Bootstrap CV 43, alpha = (3000, 2, 5), R^2 train: 0.732, R^2 test: 0.058 Bootstrap CV 43, alpha = (3000, 2, 7), R^2 train: 0.661, R^2 test: 0.107 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.967, Explained Variance Score Train: 0.732 AUC Validation: 0.631, Explained Variance Score Validation: 0.065 AUC Test: 0.795, Explained Variance Score Test: 0.334 Bootstrap CV 40, alpha = (3000, 2, 1), R^2 train: 0.913, R^2 test: -0.030 Bootstrap CV 40, alpha = (3000, 2, 2), R^2 train: 0.884, R^2 test: -0.045 Bootstrap CV 40, alpha = (3000, 2, 5), R^2 train: 0.726, R^2 test: 0.038 Bootstrap CV 40, alpha = (3000, 2, 7), R^2 train: 0.643, R^2 test: 0.040 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.963, Explained Variance Score Train: 0.727 AUC Validation: 0.713, Explained Variance Score Validation: 0.042 AUC Test: 0.786, Explained Variance Score Test: 0.321 Bootstrap CV 36, alpha = (3000, 2, 1), R^2 train: 0.903, R^2 test: 0.132 Bootstrap CV 36, alpha = (3000, 2, 2), R^2 train: 0.846, R^2 test: 0.084 Bootstrap CV 36, alpha = (3000, 2, 5), R^2 train: 0.693, R^2 test: 0.193 Bootstrap CV 36, alpha = (3000, 2, 7), R^2 train: 0.618, R^2 test: 0.198 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.942, Explained Variance Score Train: 0.618 AUC Validation: 0.694, Explained Variance Score Validation: 0.200 AUC Test: 0.798, Explained Variance Score Test: 0.311 Bootstrap CV 39, alpha = (3000, 2, 1), R^2 train: 0.889, R^2 test: 0.222 Bootstrap CV 39, alpha = (3000, 2, 2), R^2 train: 0.836, R^2 test: 0.254 Bootstrap CV 39, alpha = (3000, 2, 5), R^2 train: 0.687, R^2 test: 0.270 Bootstrap CV 39, alpha = (3000, 2, 7), R^2 train: 0.614, R^2 test: 0.273 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.947, Explained Variance Score Train: 0.687 AUC Validation: 0.871, Explained Variance Score Validation: 0.327 AUC Test: 0.798, Explained Variance Score Test: 0.330 Bootstrap CV 34, alpha = (3000, 2, 1), R^2 train: 0.880, R^2 test: 0.231 Bootstrap CV 34, alpha = (3000, 2, 2), R^2 train: 0.832, R^2 test: 0.235 Bootstrap CV 34, alpha = (3000, 2, 5), R^2 train: 0.687, R^2 test: 0.240 Bootstrap CV 34, alpha = (3000, 2, 7), R^2 train: 0.613, R^2 test: 0.245 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.983, Explained Variance Score Train: 0.832 AUC Validation: 0.781, Explained Variance Score Validation: 0.242 AUC Test: 0.809, Explained Variance Score Test: 0.353 Bootstrap CV 35, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.235 Bootstrap CV 35, alpha = (3000, 2, 2), R^2 train: 0.834, R^2 test: 0.209 Bootstrap CV 35, alpha = (3000, 2, 5), R^2 train: 0.668, R^2 test: 0.263 Bootstrap CV 35, alpha = (3000, 2, 7), R^2 train: 0.598, R^2 test: 0.267 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.984, Explained Variance Score Train: 0.834 AUC Validation: 0.673, Explained Variance Score Validation: 0.225 AUC Test: 0.814, Explained Variance Score Test: 0.380 Running batch 4 of 7 with 16 nodes Bootstrap CV 48, alpha = (3000, 2, 1), R^2 train: 0.886, R^2 test: 0.170 Bootstrap CV 48, alpha = (3000, 2, 2), R^2 train: 0.839, R^2 test: 0.180 Bootstrap CV 48, alpha = (3000, 2, 5), R^2 train: 0.715, R^2 test: 0.180 Bootstrap CV 48, alpha = (3000, 2, 7), R^2 train: 0.649, R^2 test: 0.183 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.963, Explained Variance Score Train: 0.715 AUC Validation: 0.792, Explained Variance Score Validation: 0.207 AUC Test: 0.785, Explained Variance Score Test: 0.227 Bootstrap CV 55, alpha = (3000, 2, 1), R^2 train: 0.887, R^2 test: 0.057 Bootstrap CV 55, alpha = (3000, 2, 2), R^2 train: 0.840, R^2 test: 0.124 Bootstrap CV 55, alpha = (3000, 2, 5), R^2 train: 0.688, R^2 test: 0.206 Bootstrap CV 55, alpha = (3000, 2, 7), R^2 train: 0.612, R^2 test: 0.207 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.924, Explained Variance Score Train: 0.612 AUC Validation: 0.717, Explained Variance Score Validation: 0.208 AUC Test: 0.799, Explained Variance Score Test: 0.262 Bootstrap CV 53, alpha = (3000, 2, 1), R^2 train: 0.883, R^2 test: 0.212 Bootstrap CV 53, alpha = (3000, 2, 2), R^2 train: 0.828, R^2 test: 0.245 Bootstrap CV 53, alpha = (3000, 2, 5), R^2 train: 0.682, R^2 test: 0.291 Bootstrap CV 53, alpha = (3000, 2, 7), R^2 train: 0.598, R^2 test: 0.315 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.966, Explained Variance Score Train: 0.598 AUC Validation: 0.768, Explained Variance Score Validation: 0.329 AUC Test: 0.792, Explained Variance Score Test: 0.289 Bootstrap CV 58, alpha = (3000, 2, 1), R^2 train: 0.874, R^2 test: 0.320 Bootstrap CV 58, alpha = (3000, 2, 2), R^2 train: 0.796, R^2 test: 0.333 Bootstrap CV 58, alpha = (3000, 2, 5), R^2 train: 0.637, R^2 test: 0.302 Bootstrap CV 58, alpha = (3000, 2, 7), R^2 train: 0.573, R^2 test: 0.288 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.974, Explained Variance Score Train: 0.637 AUC Validation: 0.759, Explained Variance Score Validation: 0.316 AUC Test: 0.756, Explained Variance Score Test: 0.233 Bootstrap CV 57, alpha = (3000, 2, 1), R^2 train: 0.880, R^2 test: 0.263 Bootstrap CV 57, alpha = (3000, 2, 2), R^2 train: 0.822, R^2 test: 0.287 Bootstrap CV 57, alpha = (3000, 2, 5), R^2 train: 0.655, R^2 test: 0.305 Bootstrap CV 57, alpha = (3000, 2, 7), R^2 train: 0.583, R^2 test: 0.288 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.947, Explained Variance Score Train: 0.655 AUC Validation: 0.771, Explained Variance Score Validation: 0.308 AUC Test: 0.786, Explained Variance Score Test: 0.319 Bootstrap CV 50, alpha = (3000, 2, 1), R^2 train: 0.905, R^2 test: 0.027 Bootstrap CV 50, alpha = (3000, 2, 2), R^2 train: 0.838, R^2 test: 0.130 Bootstrap CV 50, alpha = (3000, 2, 5), R^2 train: 0.671, R^2 test: 0.149 Bootstrap CV 50, alpha = (3000, 2, 7), R^2 train: 0.593, R^2 test: 0.129 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.941, Explained Variance Score Train: 0.671 AUC Validation: 0.716, Explained Variance Score Validation: 0.150 AUC Test: 0.790, Explained Variance Score Test: 0.338 Bootstrap CV 59, alpha = (3000, 2, 1), R^2 train: 0.879, R^2 test: 0.152 Bootstrap CV 59, alpha = (3000, 2, 2), R^2 train: 0.835, R^2 test: 0.189 Bootstrap CV 59, alpha = (3000, 2, 5), R^2 train: 0.681, R^2 test: 0.228 Bootstrap CV 59, alpha = (3000, 2, 7), R^2 train: 0.603, R^2 test: 0.246 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.981, Explained Variance Score Train: 0.835 AUC Validation: 0.801, Explained Variance Score Validation: 0.246 AUC Test: 0.792, Explained Variance Score Test: 0.302 Bootstrap CV 56, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.258 Bootstrap CV 56, alpha = (3000, 2, 2), R^2 train: 0.852, R^2 test: 0.254 Bootstrap CV 56, alpha = (3000, 2, 5), R^2 train: 0.724, R^2 test: 0.198 Bootstrap CV 56, alpha = (3000, 2, 7), R^2 train: 0.659, R^2 test: 0.199 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.987, Explained Variance Score Train: 0.852 AUC Validation: 0.866, Explained Variance Score Validation: 0.286 AUC Test: 0.818, Explained Variance Score Test: 0.335 Bootstrap CV 51, alpha = (3000, 2, 1), R^2 train: 0.879, R^2 test: 0.385 Bootstrap CV 51, alpha = (3000, 2, 2), R^2 train: 0.811, R^2 test: 0.358 Bootstrap CV 51, alpha = (3000, 2, 5), R^2 train: 0.681, R^2 test: 0.337 Bootstrap CV 51, alpha = (3000, 2, 7), R^2 train: 0.612, R^2 test: 0.349 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.982, Explained Variance Score Train: 0.879 AUC Validation: 0.769, Explained Variance Score Validation: 0.391 AUC Test: 0.801, Explained Variance Score Test: 0.302 Bootstrap CV 63, alpha = (3000, 2, 1), R^2 train: 0.888, R^2 test: 0.188 Bootstrap CV 63, alpha = (3000, 2, 2), R^2 train: 0.841, R^2 test: 0.198 Bootstrap CV 63, alpha = (3000, 2, 5), R^2 train: 0.721, R^2 test: 0.185 Bootstrap CV 63, alpha = (3000, 2, 7), R^2 train: 0.652, R^2 test: 0.193 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.988, Explained Variance Score Train: 0.841 AUC Validation: 0.757, Explained Variance Score Validation: 0.201 AUC Test: 0.780, Explained Variance Score Test: 0.296 Bootstrap CV 49, alpha = (3000, 2, 1), R^2 train: 0.878, R^2 test: 0.159 Bootstrap CV 49, alpha = (3000, 2, 2), R^2 train: 0.831, R^2 test: 0.202 Bootstrap CV 49, alpha = (3000, 2, 5), R^2 train: 0.704, R^2 test: 0.236 Bootstrap CV 49, alpha = (3000, 2, 7), R^2 train: 0.633, R^2 test: 0.244 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.934, Explained Variance Score Train: 0.633 AUC Validation: 0.715, Explained Variance Score Validation: 0.249 AUC Test: 0.788, Explained Variance Score Test: 0.288 Bootstrap CV 52, alpha = (3000, 2, 1), R^2 train: 0.898, R^2 test: 0.218 Bootstrap CV 52, alpha = (3000, 2, 2), R^2 train: 0.865, R^2 test: 0.224 Bootstrap CV 52, alpha = (3000, 2, 5), R^2 train: 0.744, R^2 test: 0.203 Bootstrap CV 52, alpha = (3000, 2, 7), R^2 train: 0.675, R^2 test: 0.206 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.945, Explained Variance Score Train: 0.675 AUC Validation: 0.689, Explained Variance Score Validation: 0.222 AUC Test: 0.799, Explained Variance Score Test: 0.308 Bootstrap CV 54, alpha = (3000, 2, 1), R^2 train: 0.893, R^2 test: 0.155 Bootstrap CV 54, alpha = (3000, 2, 2), R^2 train: 0.850, R^2 test: 0.181 Bootstrap CV 54, alpha = (3000, 2, 5), R^2 train: 0.689, R^2 test: 0.248 Bootstrap CV 54, alpha = (3000, 2, 7), R^2 train: 0.614, R^2 test: 0.249 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.917, Explained Variance Score Train: 0.614 AUC Validation: 0.799, Explained Variance Score Validation: 0.286 AUC Test: 0.807, Explained Variance Score Test: 0.310 Bootstrap CV 62, alpha = (3000, 2, 1), R^2 train: 0.871, R^2 test: 0.229 Bootstrap CV 62, alpha = (3000, 2, 2), R^2 train: 0.782, R^2 test: 0.225 Bootstrap CV 62, alpha = (3000, 2, 5), R^2 train: 0.657, R^2 test: 0.211 Bootstrap CV 62, alpha = (3000, 2, 7), R^2 train: 0.590, R^2 test: 0.213 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.989, Explained Variance Score Train: 0.782 AUC Validation: 0.774, Explained Variance Score Validation: 0.249 AUC Test: 0.787, Explained Variance Score Test: 0.251 Bootstrap CV 60, alpha = (3000, 2, 1), R^2 train: 0.888, R^2 test: 0.242 Bootstrap CV 60, alpha = (3000, 2, 2), R^2 train: 0.835, R^2 test: 0.311 Bootstrap CV 60, alpha = (3000, 2, 5), R^2 train: 0.694, R^2 test: 0.335 Bootstrap CV 60, alpha = (3000, 2, 7), R^2 train: 0.617, R^2 test: 0.337 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.973, Explained Variance Score Train: 0.694 AUC Validation: 0.805, Explained Variance Score Validation: 0.344 AUC Test: 0.793, Explained Variance Score Test: 0.290 Bootstrap CV 61, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.422 Bootstrap CV 61, alpha = (3000, 2, 2), R^2 train: 0.834, R^2 test: 0.423 Bootstrap CV 61, alpha = (3000, 2, 5), R^2 train: 0.689, R^2 test: 0.427 Bootstrap CV 61, alpha = (3000, 2, 7), R^2 train: 0.612, R^2 test: 0.413 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.994, Explained Variance Score Train: 0.892 AUC Validation: 0.862, Explained Variance Score Validation: 0.423 AUC Test: 0.803, Explained Variance Score Test: 0.336 Running batch 5 of 7 with 16 nodes Bootstrap CV 67, alpha = (3000, 2, 1), R^2 train: 0.899, R^2 test: 0.160 Bootstrap CV 67, alpha = (3000, 2, 2), R^2 train: 0.845, R^2 test: 0.205 Bootstrap CV 67, alpha = (3000, 2, 5), R^2 train: 0.714, R^2 test: 0.193 Bootstrap CV 67, alpha = (3000, 2, 7), R^2 train: 0.646, R^2 test: 0.184 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.978, Explained Variance Score Train: 0.845 AUC Validation: 0.699, Explained Variance Score Validation: 0.212 AUC Test: 0.775, Explained Variance Score Test: 0.265 Bootstrap CV 74, alpha = (3000, 2, 1), R^2 train: 0.884, R^2 test: 0.246 Bootstrap CV 74, alpha = (3000, 2, 2), R^2 train: 0.830, R^2 test: 0.252 Bootstrap CV 74, alpha = (3000, 2, 5), R^2 train: 0.667, R^2 test: 0.233 Bootstrap CV 74, alpha = (3000, 2, 7), R^2 train: 0.589, R^2 test: 0.223 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.987, Explained Variance Score Train: 0.830 AUC Validation: 0.788, Explained Variance Score Validation: 0.256 AUC Test: 0.790, Explained Variance Score Test: 0.318 Bootstrap CV 66, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.218 Bootstrap CV 66, alpha = (3000, 2, 2), R^2 train: 0.821, R^2 test: 0.237 Bootstrap CV 66, alpha = (3000, 2, 5), R^2 train: 0.679, R^2 test: 0.259 Bootstrap CV 66, alpha = (3000, 2, 7), R^2 train: 0.602, R^2 test: 0.248 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.974, Explained Variance Score Train: 0.679 AUC Validation: 0.807, Explained Variance Score Validation: 0.303 AUC Test: 0.823, Explained Variance Score Test: 0.337 Bootstrap CV 69, alpha = (3000, 2, 1), R^2 train: 0.869, R^2 test: 0.205 Bootstrap CV 69, alpha = (3000, 2, 2), R^2 train: 0.784, R^2 test: 0.213 Bootstrap CV 69, alpha = (3000, 2, 5), R^2 train: 0.624, R^2 test: 0.216 Bootstrap CV 69, alpha = (3000, 2, 7), R^2 train: 0.550, R^2 test: 0.215 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.988, Explained Variance Score Train: 0.784 AUC Validation: 0.755, Explained Variance Score Validation: 0.231 AUC Test: 0.792, Explained Variance Score Test: 0.299 Bootstrap CV 70, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.224 Bootstrap CV 70, alpha = (3000, 2, 2), R^2 train: 0.844, R^2 test: 0.190 Bootstrap CV 70, alpha = (3000, 2, 5), R^2 train: 0.691, R^2 test: 0.190 Bootstrap CV 70, alpha = (3000, 2, 7), R^2 train: 0.623, R^2 test: 0.195 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.992, Explained Variance Score Train: 0.844 AUC Validation: 0.652, Explained Variance Score Validation: 0.200 AUC Test: 0.778, Explained Variance Score Test: 0.301 Bootstrap CV 79, alpha = (3000, 2, 1), R^2 train: 0.893, R^2 test: 0.177 Bootstrap CV 79, alpha = (3000, 2, 2), R^2 train: 0.833, R^2 test: 0.218 Bootstrap CV 79, alpha = (3000, 2, 5), R^2 train: 0.707, R^2 test: 0.235 Bootstrap CV 79, alpha = (3000, 2, 7), R^2 train: 0.648, R^2 test: 0.239 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.982, Explained Variance Score Train: 0.833 AUC Validation: 0.807, Explained Variance Score Validation: 0.237 AUC Test: 0.799, Explained Variance Score Test: 0.320 Bootstrap CV 68, alpha = (3000, 2, 1), R^2 train: 0.916, R^2 test: 0.166 Bootstrap CV 68, alpha = (3000, 2, 2), R^2 train: 0.880, R^2 test: 0.170 Bootstrap CV 68, alpha = (3000, 2, 5), R^2 train: 0.739, R^2 test: 0.146 Bootstrap CV 68, alpha = (3000, 2, 7), R^2 train: 0.661, R^2 test: 0.133 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.942, Explained Variance Score Train: 0.739 AUC Validation: 0.686, Explained Variance Score Validation: 0.147 AUC Test: 0.794, Explained Variance Score Test: 0.340 Bootstrap CV 71, alpha = (3000, 2, 1), R^2 train: 0.899, R^2 test: 0.194 Bootstrap CV 71, alpha = (3000, 2, 2), R^2 train: 0.866, R^2 test: 0.200 Bootstrap CV 71, alpha = (3000, 2, 5), R^2 train: 0.735, R^2 test: 0.215 Bootstrap CV 71, alpha = (3000, 2, 7), R^2 train: 0.659, R^2 test: 0.219 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.964, Explained Variance Score Train: 0.735 AUC Validation: 0.821, Explained Variance Score Validation: 0.235 AUC Test: 0.794, Explained Variance Score Test: 0.313 Bootstrap CV 65, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.239 Bootstrap CV 65, alpha = (3000, 2, 2), R^2 train: 0.848, R^2 test: 0.247 Bootstrap CV 65, alpha = (3000, 2, 5), R^2 train: 0.694, R^2 test: 0.241 Bootstrap CV 65, alpha = (3000, 2, 7), R^2 train: 0.621, R^2 test: 0.228 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.987, Explained Variance Score Train: 0.848 AUC Validation: 0.754, Explained Variance Score Validation: 0.269 AUC Test: 0.811, Explained Variance Score Test: 0.358 Bootstrap CV 75, alpha = (3000, 2, 1), R^2 train: 0.869, R^2 test: 0.250 Bootstrap CV 75, alpha = (3000, 2, 2), R^2 train: 0.781, R^2 test: 0.217 Bootstrap CV 75, alpha = (3000, 2, 5), R^2 train: 0.635, R^2 test: 0.189 Bootstrap CV 75, alpha = (3000, 2, 7), R^2 train: 0.566, R^2 test: 0.179 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.986, Explained Variance Score Train: 0.781 AUC Validation: 0.712, Explained Variance Score Validation: 0.218 AUC Test: 0.780, Explained Variance Score Test: 0.280 Bootstrap CV 64, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.102 Bootstrap CV 64, alpha = (3000, 2, 2), R^2 train: 0.860, R^2 test: 0.115 Bootstrap CV 64, alpha = (3000, 2, 5), R^2 train: 0.737, R^2 test: 0.127 Bootstrap CV 64, alpha = (3000, 2, 7), R^2 train: 0.670, R^2 test: 0.140 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.931, Explained Variance Score Train: 0.670 AUC Validation: 0.673, Explained Variance Score Validation: 0.199 AUC Test: 0.793, Explained Variance Score Test: 0.263 Bootstrap CV 73, alpha = (3000, 2, 1), R^2 train: 0.911, R^2 test: 0.041 Bootstrap CV 73, alpha = (3000, 2, 2), R^2 train: 0.868, R^2 test: 0.067 Bootstrap CV 73, alpha = (3000, 2, 5), R^2 train: 0.749, R^2 test: 0.123 Bootstrap CV 73, alpha = (3000, 2, 7), R^2 train: 0.677, R^2 test: 0.136 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.931, Explained Variance Score Train: 0.677 AUC Validation: 0.770, Explained Variance Score Validation: 0.152 AUC Test: 0.801, Explained Variance Score Test: 0.343 Bootstrap CV 78, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.225 Bootstrap CV 78, alpha = (3000, 2, 2), R^2 train: 0.846, R^2 test: 0.251 Bootstrap CV 78, alpha = (3000, 2, 5), R^2 train: 0.671, R^2 test: 0.249 Bootstrap CV 78, alpha = (3000, 2, 7), R^2 train: 0.592, R^2 test: 0.242 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.978, Explained Variance Score Train: 0.846 AUC Validation: 0.762, Explained Variance Score Validation: 0.325 AUC Test: 0.776, Explained Variance Score Test: 0.310 Bootstrap CV 72, alpha = (3000, 2, 1), R^2 train: 0.886, R^2 test: 0.320 Bootstrap CV 72, alpha = (3000, 2, 2), R^2 train: 0.783, R^2 test: 0.275 Bootstrap CV 72, alpha = (3000, 2, 5), R^2 train: 0.606, R^2 test: 0.285 Bootstrap CV 72, alpha = (3000, 2, 7), R^2 train: 0.536, R^2 test: 0.273 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.941, Explained Variance Score Train: 0.606 AUC Validation: 0.774, Explained Variance Score Validation: 0.286 AUC Test: 0.793, Explained Variance Score Test: 0.318 Bootstrap CV 77, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.027 Bootstrap CV 77, alpha = (3000, 2, 2), R^2 train: 0.848, R^2 test: 0.045 Bootstrap CV 77, alpha = (3000, 2, 5), R^2 train: 0.713, R^2 test: 0.083 Bootstrap CV 77, alpha = (3000, 2, 7), R^2 train: 0.642, R^2 test: 0.090 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.987, Explained Variance Score Train: 0.848 AUC Validation: 0.647, Explained Variance Score Validation: 0.050 AUC Test: 0.812, Explained Variance Score Test: 0.309 Bootstrap CV 76, alpha = (3000, 2, 1), R^2 train: 0.911, R^2 test: 0.196 Bootstrap CV 76, alpha = (3000, 2, 2), R^2 train: 0.853, R^2 test: 0.169 Bootstrap CV 76, alpha = (3000, 2, 5), R^2 train: 0.693, R^2 test: 0.082 Bootstrap CV 76, alpha = (3000, 2, 7), R^2 train: 0.634, R^2 test: 0.150 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.992, Explained Variance Score Train: 0.853 AUC Validation: 0.753, Explained Variance Score Validation: 0.190 AUC Test: 0.799, Explained Variance Score Test: 0.338 Running batch 6 of 7 with 16 nodes Bootstrap CV 84, alpha = (3000, 2, 1), R^2 train: 0.901, R^2 test: -0.054 Bootstrap CV 84, alpha = (3000, 2, 2), R^2 train: 0.847, R^2 test: -0.047 Bootstrap CV 84, alpha = (3000, 2, 5), R^2 train: 0.690, R^2 test: 0.085 Bootstrap CV 84, alpha = (3000, 2, 7), R^2 train: 0.617, R^2 test: 0.195 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.905, Explained Variance Score Train: 0.617 AUC Validation: 0.897, Explained Variance Score Validation: 0.340 AUC Test: 0.802, Explained Variance Score Test: 0.338 Bootstrap CV 82, alpha = (3000, 2, 1), R^2 train: 0.900, R^2 test: 0.276 Bootstrap CV 82, alpha = (3000, 2, 2), R^2 train: 0.835, R^2 test: 0.283 Bootstrap CV 82, alpha = (3000, 2, 5), R^2 train: 0.721, R^2 test: 0.264 Bootstrap CV 82, alpha = (3000, 2, 7), R^2 train: 0.660, R^2 test: 0.260 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.946, Explained Variance Score Train: 0.660 AUC Validation: 0.771, Explained Variance Score Validation: 0.276 AUC Test: 0.764, Explained Variance Score Test: 0.245 Bootstrap CV 88, alpha = (3000, 2, 1), R^2 train: 0.893, R^2 test: 0.181 Bootstrap CV 88, alpha = (3000, 2, 2), R^2 train: 0.823, R^2 test: 0.201 Bootstrap CV 88, alpha = (3000, 2, 5), R^2 train: 0.673, R^2 test: 0.228 Bootstrap CV 88, alpha = (3000, 2, 7), R^2 train: 0.605, R^2 test: 0.243 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.952, Explained Variance Score Train: 0.673 AUC Validation: 0.820, Explained Variance Score Validation: 0.241 AUC Test: 0.790, Explained Variance Score Test: 0.304 Bootstrap CV 86, alpha = (3000, 2, 1), R^2 train: 0.899, R^2 test: 0.388 Bootstrap CV 86, alpha = (3000, 2, 2), R^2 train: 0.849, R^2 test: 0.381 Bootstrap CV 86, alpha = (3000, 2, 5), R^2 train: 0.701, R^2 test: 0.362 Bootstrap CV 86, alpha = (3000, 2, 7), R^2 train: 0.635, R^2 test: 0.354 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.983, Explained Variance Score Train: 0.849 AUC Validation: 0.820, Explained Variance Score Validation: 0.389 AUC Test: 0.783, Explained Variance Score Test: 0.323 Bootstrap CV 91, alpha = (3000, 2, 1), R^2 train: 0.918, R^2 test: 0.141 Bootstrap CV 91, alpha = (3000, 2, 2), R^2 train: 0.893, R^2 test: 0.136 Bootstrap CV 91, alpha = (3000, 2, 5), R^2 train: 0.796, R^2 test: 0.142 Bootstrap CV 91, alpha = (3000, 2, 7), R^2 train: 0.722, R^2 test: 0.142 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.984, Explained Variance Score Train: 0.918 AUC Validation: 0.675, Explained Variance Score Validation: 0.141 AUC Test: 0.794, Explained Variance Score Test: 0.328 Bootstrap CV 80, alpha = (3000, 2, 1), R^2 train: 0.908, R^2 test: 0.369 Bootstrap CV 80, alpha = (3000, 2, 2), R^2 train: 0.830, R^2 test: 0.402 Bootstrap CV 80, alpha = (3000, 2, 5), R^2 train: 0.653, R^2 test: 0.411 Bootstrap CV 80, alpha = (3000, 2, 7), R^2 train: 0.566, R^2 test: 0.397 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.979, Explained Variance Score Train: 0.830 AUC Validation: 0.848, Explained Variance Score Validation: 0.420 AUC Test: 0.785, Explained Variance Score Test: 0.342 Bootstrap CV 93, alpha = (3000, 2, 1), R^2 train: 0.915, R^2 test: 0.384 Bootstrap CV 93, alpha = (3000, 2, 2), R^2 train: 0.877, R^2 test: 0.416 Bootstrap CV 93, alpha = (3000, 2, 5), R^2 train: 0.774, R^2 test: 0.410 Bootstrap CV 93, alpha = (3000, 2, 7), R^2 train: 0.713, R^2 test: 0.396 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.985, Explained Variance Score Train: 0.877 AUC Validation: 0.757, Explained Variance Score Validation: 0.428 AUC Test: 0.797, Explained Variance Score Test: 0.323 Bootstrap CV 89, alpha = (3000, 2, 1), R^2 train: 0.900, R^2 test: 0.282 Bootstrap CV 89, alpha = (3000, 2, 2), R^2 train: 0.850, R^2 test: 0.274 Bootstrap CV 89, alpha = (3000, 2, 5), R^2 train: 0.686, R^2 test: 0.310 Bootstrap CV 89, alpha = (3000, 2, 7), R^2 train: 0.612, R^2 test: 0.289 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.955, Explained Variance Score Train: 0.686 AUC Validation: 0.711, Explained Variance Score Validation: 0.312 AUC Test: 0.809, Explained Variance Score Test: 0.339 Bootstrap CV 92, alpha = (3000, 2, 1), R^2 train: 0.879, R^2 test: 0.288 Bootstrap CV 92, alpha = (3000, 2, 2), R^2 train: 0.806, R^2 test: 0.335 Bootstrap CV 92, alpha = (3000, 2, 5), R^2 train: 0.677, R^2 test: 0.351 Bootstrap CV 92, alpha = (3000, 2, 7), R^2 train: 0.614, R^2 test: 0.349 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.994, Explained Variance Score Train: 0.806 AUC Validation: 0.754, Explained Variance Score Validation: 0.341 AUC Test: 0.762, Explained Variance Score Test: 0.284 Bootstrap CV 87, alpha = (3000, 2, 1), R^2 train: 0.880, R^2 test: 0.370 Bootstrap CV 87, alpha = (3000, 2, 2), R^2 train: 0.831, R^2 test: 0.378 Bootstrap CV 87, alpha = (3000, 2, 5), R^2 train: 0.683, R^2 test: 0.396 Bootstrap CV 87, alpha = (3000, 2, 7), R^2 train: 0.613, R^2 test: 0.402 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.989, Explained Variance Score Train: 0.880 AUC Validation: 0.855, Explained Variance Score Validation: 0.372 AUC Test: 0.803, Explained Variance Score Test: 0.312 Bootstrap CV 83, alpha = (3000, 2, 1), R^2 train: 0.900, R^2 test: 0.130 Bootstrap CV 83, alpha = (3000, 2, 2), R^2 train: 0.848, R^2 test: 0.143 Bootstrap CV 83, alpha = (3000, 2, 5), R^2 train: 0.725, R^2 test: 0.151 Bootstrap CV 83, alpha = (3000, 2, 7), R^2 train: 0.665, R^2 test: 0.150 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.988, Explained Variance Score Train: 0.848 AUC Validation: 0.563, Explained Variance Score Validation: 0.148 AUC Test: 0.822, Explained Variance Score Test: 0.336 Bootstrap CV 95, alpha = (3000, 2, 1), R^2 train: 0.890, R^2 test: 0.149 Bootstrap CV 95, alpha = (3000, 2, 2), R^2 train: 0.832, R^2 test: 0.218 Bootstrap CV 95, alpha = (3000, 2, 5), R^2 train: 0.672, R^2 test: 0.236 Bootstrap CV 95, alpha = (3000, 2, 7), R^2 train: 0.605, R^2 test: 0.238 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.920, Explained Variance Score Train: 0.605 AUC Validation: 0.770, Explained Variance Score Validation: 0.241 AUC Test: 0.779, Explained Variance Score Test: 0.297 Bootstrap CV 90, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.186 Bootstrap CV 90, alpha = (3000, 2, 2), R^2 train: 0.831, R^2 test: 0.185 Bootstrap CV 90, alpha = (3000, 2, 5), R^2 train: 0.705, R^2 test: 0.172 Bootstrap CV 90, alpha = (3000, 2, 7), R^2 train: 0.635, R^2 test: 0.158 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.971, Explained Variance Score Train: 0.831 AUC Validation: 0.744, Explained Variance Score Validation: 0.234 AUC Test: 0.814, Explained Variance Score Test: 0.335 Bootstrap CV 85, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.220 Bootstrap CV 85, alpha = (3000, 2, 2), R^2 train: 0.841, R^2 test: 0.168 Bootstrap CV 85, alpha = (3000, 2, 5), R^2 train: 0.707, R^2 test: 0.198 Bootstrap CV 85, alpha = (3000, 2, 7), R^2 train: 0.644, R^2 test: 0.210 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.989, Explained Variance Score Train: 0.841 AUC Validation: 0.855, Explained Variance Score Validation: 0.209 AUC Test: 0.783, Explained Variance Score Test: 0.297 Bootstrap CV 94, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.369 Bootstrap CV 94, alpha = (3000, 2, 2), R^2 train: 0.856, R^2 test: 0.377 Bootstrap CV 94, alpha = (3000, 2, 5), R^2 train: 0.724, R^2 test: 0.360 Bootstrap CV 94, alpha = (3000, 2, 7), R^2 train: 0.659, R^2 test: 0.346 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.987, Explained Variance Score Train: 0.894 AUC Validation: 0.873, Explained Variance Score Validation: 0.394 AUC Test: 0.815, Explained Variance Score Test: 0.338 Bootstrap CV 81, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.096 Bootstrap CV 81, alpha = (3000, 2, 2), R^2 train: 0.835, R^2 test: 0.095 Bootstrap CV 81, alpha = (3000, 2, 5), R^2 train: 0.716, R^2 test: 0.098 Bootstrap CV 81, alpha = (3000, 2, 7), R^2 train: 0.648, R^2 test: 0.098 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.988, Explained Variance Score Train: 0.835 AUC Validation: 0.700, Explained Variance Score Validation: 0.095 AUC Test: 0.786, Explained Variance Score Test: 0.333 Running batch 7 of 7 with 4 nodes Bootstrap CV 96, alpha = (3000, 2, 1), R^2 train: 0.916, R^2 test: 0.036 Bootstrap CV 96, alpha = (3000, 2, 2), R^2 train: 0.895, R^2 test: 0.034 Bootstrap CV 96, alpha = (3000, 2, 5), R^2 train: 0.793, R^2 test: 0.090 Bootstrap CV 96, alpha = (3000, 2, 7), R^2 train: 0.733, R^2 test: 0.110 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.969, Explained Variance Score Train: 0.895 AUC Validation: 0.733, Explained Variance Score Validation: 0.034 AUC Test: 0.805, Explained Variance Score Test: 0.341 Bootstrap CV 99, alpha = (3000, 2, 1), R^2 train: 0.902, R^2 test: 0.241 Bootstrap CV 99, alpha = (3000, 2, 2), R^2 train: 0.827, R^2 test: 0.240 Bootstrap CV 99, alpha = (3000, 2, 5), R^2 train: 0.684, R^2 test: 0.257 Bootstrap CV 99, alpha = (3000, 2, 7), R^2 train: 0.618, R^2 test: 0.260 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.953, Explained Variance Score Train: 0.684 AUC Validation: 0.772, Explained Variance Score Validation: 0.281 AUC Test: 0.804, Explained Variance Score Test: 0.343 Bootstrap CV 97, alpha = (3000, 2, 1), R^2 train: 0.893, R^2 test: 0.100 Bootstrap CV 97, alpha = (3000, 2, 2), R^2 train: 0.806, R^2 test: 0.156 Bootstrap CV 97, alpha = (3000, 2, 5), R^2 train: 0.644, R^2 test: 0.161 Bootstrap CV 97, alpha = (3000, 2, 7), R^2 train: 0.578, R^2 test: 0.168 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.965, Explained Variance Score Train: 0.806 AUC Validation: 0.801, Explained Variance Score Validation: 0.197 AUC Test: 0.819, Explained Variance Score Test: 0.382 Bootstrap CV 98, alpha = (3000, 2, 1), R^2 train: 0.921, R^2 test: 0.199 Bootstrap CV 98, alpha = (3000, 2, 2), R^2 train: 0.887, R^2 test: 0.164 Bootstrap CV 98, alpha = (3000, 2, 5), R^2 train: 0.776, R^2 test: 0.182 Bootstrap CV 98, alpha = (3000, 2, 7), R^2 train: 0.699, R^2 test: 0.191 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.986, Explained Variance Score Train: 0.887 AUC Validation: 0.623, Explained Variance Score Validation: 0.180 AUC Test: 0.787, Explained Variance Score Test: 0.285 total Variables 333 and total subjects: 1698 ->AUC validation: 0.767 95% CI: [0.754 , 0.781] ->AUC test: 0.793 95% CI: [0.791 , 0.796] ->R^2 validation: 0.251 95% CI: [0.232 , 0.271] ->R^2 test: 0.314 95% CI: [0.308 , 0.320] ->Explained Variance validation: 0.237 95% CI: [0.217 , 0.256] ->Explained Variance test: 0.309 95% CI: [0.303 , 0.316] Test set metrics: @threshold:2.062, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:1.062, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:1.033, sens:0.000, spec:0.993, ppv:0.000, acc:0.832, f1:0.000, mcc:-0.019, total+:2, total-:337 @threshold:1.010, sens:0.000, spec:0.989, ppv:0.000, acc:0.829, f1:0.000, mcc:-0.015, total+:3, total-:336 @threshold:1.005, sens:0.018, spec:0.989, ppv:0.250, acc:0.832, f1:0.034, mcc:0.010, total+:4, total-:335 @threshold:0.893, sens:0.036, spec:0.986, ppv:0.333, acc:0.832, f1:0.066, mcc:0.017, total+:6, total-:333 @threshold:0.893, sens:0.055, spec:0.986, ppv:0.429, acc:0.835, f1:0.097, mcc:0.029, total+:7, total-:332 @threshold:0.888, sens:0.055, spec:0.982, ppv:0.375, acc:0.832, f1:0.095, mcc:0.020, total+:8, total-:331 @threshold:0.868, sens:0.073, spec:0.982, ppv:0.444, acc:0.835, f1:0.125, mcc:0.028, total+:9, total-:330 @threshold:0.861, sens:0.109, spec:0.979, ppv:0.500, acc:0.838, f1:0.179, mcc:0.032, total+:12, total-:327 @threshold:0.837, sens:0.127, spec:0.975, ppv:0.500, acc:0.838, f1:0.203, mcc:0.030, total+:14, total-:325 @threshold:0.796, sens:0.200, spec:0.972, ppv:0.579, acc:0.847, f1:0.297, mcc:0.038, total+:19, total-:320 @threshold:0.784, sens:0.218, spec:0.972, ppv:0.600, acc:0.850, f1:0.320, mcc:0.041, total+:20, total-:319 @threshold:0.735, sens:0.236, spec:0.968, ppv:0.591, acc:0.850, f1:0.338, mcc:0.037, total+:22, total-:317 @threshold:0.718, sens:0.255, spec:0.961, ppv:0.560, acc:0.847, f1:0.350, mcc:0.030, total+:25, total-:314 @threshold:0.699, sens:0.273, spec:0.958, ppv:0.556, acc:0.847, f1:0.366, mcc:0.029, total+:27, total-:312 @threshold:0.691, sens:0.291, spec:0.954, ppv:0.552, acc:0.847, f1:0.381, mcc:0.027, total+:29, total-:310 @threshold:0.690, sens:0.291, spec:0.951, ppv:0.533, acc:0.844, f1:0.376, mcc:0.025, total+:30, total-:309 @threshold:0.681, sens:0.309, spec:0.951, ppv:0.548, acc:0.847, f1:0.395, mcc:0.026, total+:31, total-:308 @threshold:0.671, sens:0.309, spec:0.947, ppv:0.531, acc:0.844, f1:0.391, mcc:0.024, total+:32, total-:307 @threshold:0.663, sens:0.327, spec:0.947, ppv:0.545, acc:0.847, f1:0.409, mcc:0.025, total+:33, total-:306 @threshold:0.638, sens:0.364, spec:0.944, ppv:0.556, acc:0.850, f1:0.440, mcc:0.025, total+:36, total-:303 @threshold:0.617, sens:0.382, spec:0.940, ppv:0.553, acc:0.850, f1:0.452, mcc:0.024, total+:38, total-:301 @threshold:0.615, sens:0.382, spec:0.937, ppv:0.538, acc:0.847, f1:0.447, mcc:0.022, total+:39, total-:300 @threshold:0.573, sens:0.400, spec:0.923, ppv:0.500, acc:0.838, f1:0.444, mcc:0.018, total+:44, total-:295 @threshold:0.573, sens:0.400, spec:0.919, ppv:0.489, acc:0.835, f1:0.440, mcc:0.017, total+:45, total-:294 @threshold:0.561, sens:0.418, spec:0.919, ppv:0.500, acc:0.838, f1:0.455, mcc:0.017, total+:46, total-:293 @threshold:0.554, sens:0.418, spec:0.915, ppv:0.489, acc:0.835, f1:0.451, mcc:0.016, total+:47, total-:292 @threshold:0.544, sens:0.436, spec:0.912, ppv:0.490, acc:0.835, f1:0.462, mcc:0.016, total+:49, total-:290 @threshold:0.517, sens:0.455, spec:0.908, ppv:0.490, acc:0.835, f1:0.472, mcc:0.016, total+:51, total-:288 @threshold:0.512, sens:0.473, spec:0.905, ppv:0.491, acc:0.835, f1:0.481, mcc:0.016, total+:53, total-:286 @threshold:0.494, sens:0.473, spec:0.901, ppv:0.481, acc:0.832, f1:0.477, mcc:0.015, total+:54, total-:285 @threshold:0.481, sens:0.491, spec:0.901, ppv:0.491, acc:0.835, f1:0.491, mcc:0.016, total+:55, total-:284 @threshold:0.466, sens:0.491, spec:0.898, ppv:0.482, acc:0.832, f1:0.486, mcc:0.015, total+:56, total-:283 @threshold:0.433, sens:0.509, spec:0.880, ppv:0.452, acc:0.820, f1:0.479, mcc:0.012, total+:62, total-:277 @threshold:0.417, sens:0.509, spec:0.877, ppv:0.444, acc:0.817, f1:0.475, mcc:0.012, total+:63, total-:276 @threshold:0.345, sens:0.527, spec:0.824, ppv:0.367, acc:0.776, f1:0.433, mcc:0.007, total+:79, total-:260 @threshold:0.343, sens:0.545, spec:0.820, ppv:0.370, acc:0.776, f1:0.441, mcc:0.007, total+:81, total-:258 @threshold:0.330, sens:0.564, spec:0.817, ppv:0.373, acc:0.776, f1:0.449, mcc:0.007, total+:83, total-:256 @threshold:0.327, sens:0.564, spec:0.813, ppv:0.369, acc:0.773, f1:0.446, mcc:0.007, total+:84, total-:255 @threshold:0.324, sens:0.582, spec:0.813, ppv:0.376, acc:0.776, f1:0.457, mcc:0.007, total+:85, total-:254 @threshold:0.323, sens:0.582, spec:0.810, ppv:0.372, acc:0.773, f1:0.454, mcc:0.007, total+:86, total-:253 @threshold:0.299, sens:0.600, spec:0.803, ppv:0.371, acc:0.770, f1:0.458, mcc:0.007, total+:89, total-:250 @threshold:0.262, sens:0.636, spec:0.799, ppv:0.380, acc:0.773, f1:0.476, mcc:0.007, total+:92, total-:247 @threshold:0.240, sens:0.655, spec:0.796, ppv:0.383, acc:0.773, f1:0.483, mcc:0.007, total+:94, total-:245 @threshold:0.223, sens:0.673, spec:0.792, ppv:0.385, acc:0.773, f1:0.490, mcc:0.008, total+:96, total-:243 @threshold:0.145, sens:0.691, spec:0.732, ppv:0.333, acc:0.726, f1:0.450, mcc:0.005, total+:114, total-:225 @threshold:0.139, sens:0.691, spec:0.729, ppv:0.330, acc:0.723, f1:0.447, mcc:0.005, total+:115, total-:224 @threshold:0.116, sens:0.709, spec:0.715, ppv:0.325, acc:0.714, f1:0.446, mcc:0.005, total+:120, total-:219 @threshold:0.115, sens:0.709, spec:0.711, ppv:0.322, acc:0.711, f1:0.443, mcc:0.005, total+:121, total-:218 @threshold:0.061, sens:0.727, spec:0.673, ppv:0.301, acc:0.681, f1:0.426, mcc:0.004, total+:133, total-:206 @threshold:0.055, sens:0.727, spec:0.669, ppv:0.299, acc:0.678, f1:0.423, mcc:0.004, total+:134, total-:205 @threshold:0.039, sens:0.745, spec:0.658, ppv:0.297, acc:0.673, f1:0.425, mcc:0.004, total+:138, total-:201 @threshold:0.033, sens:0.745, spec:0.655, ppv:0.295, acc:0.670, f1:0.423, mcc:0.004, total+:139, total-:200 @threshold:-0.007, sens:0.764, spec:0.620, ppv:0.280, acc:0.643, f1:0.410, mcc:0.003, total+:150, total-:189 @threshold:-0.010, sens:0.764, spec:0.616, ppv:0.278, acc:0.640, f1:0.408, mcc:0.003, total+:151, total-:188 @threshold:-0.024, sens:0.782, spec:0.609, ppv:0.279, acc:0.637, f1:0.411, mcc:0.003, total+:154, total-:185 @threshold:-0.028, sens:0.782, spec:0.606, ppv:0.277, acc:0.634, f1:0.410, mcc:0.003, total+:155, total-:184 @threshold:-0.039, sens:0.800, spec:0.599, ppv:0.278, acc:0.631, f1:0.413, mcc:0.003, total+:158, total-:181 @threshold:-0.044, sens:0.818, spec:0.595, ppv:0.281, acc:0.631, f1:0.419, mcc:0.004, total+:160, total-:179 @threshold:-0.130, sens:0.836, spec:0.518, ppv:0.251, acc:0.569, f1:0.387, mcc:0.003, total+:183, total-:156 @threshold:-0.132, sens:0.836, spec:0.514, ppv:0.250, acc:0.566, f1:0.385, mcc:0.003, total+:184, total-:155 @threshold:-0.143, sens:0.855, spec:0.489, ppv:0.245, acc:0.549, f1:0.381, mcc:0.003, total+:192, total-:147 @threshold:-0.144, sens:0.855, spec:0.486, ppv:0.244, acc:0.546, f1:0.379, mcc:0.003, total+:193, total-:146 @threshold:-0.169, sens:0.873, spec:0.475, ppv:0.244, acc:0.540, f1:0.381, mcc:0.003, total+:197, total-:142 @threshold:-0.169, sens:0.873, spec:0.472, ppv:0.242, acc:0.537, f1:0.379, mcc:0.003, total+:198, total-:141 @threshold:-0.195, sens:0.891, spec:0.461, ppv:0.243, acc:0.531, f1:0.381, mcc:0.003, total+:202, total-:137 @threshold:-0.198, sens:0.891, spec:0.458, ppv:0.241, acc:0.528, f1:0.380, mcc:0.003, total+:203, total-:136 @threshold:-0.288, sens:0.909, spec:0.387, ppv:0.223, acc:0.472, f1:0.358, mcc:0.002, total+:224, total-:115 @threshold:-0.289, sens:0.909, spec:0.384, ppv:0.222, acc:0.469, f1:0.357, mcc:0.002, total+:225, total-:114 @threshold:-0.321, sens:0.927, spec:0.352, ppv:0.217, acc:0.445, f1:0.352, mcc:0.002, total+:235, total-:104 @threshold:-0.325, sens:0.927, spec:0.349, ppv:0.216, acc:0.442, f1:0.351, mcc:0.002, total+:236, total-:103 @threshold:-0.408, sens:0.945, spec:0.292, ppv:0.206, acc:0.398, f1:0.338, mcc:0.002, total+:253, total-:86 @threshold:-0.412, sens:0.964, spec:0.289, ppv:0.208, acc:0.398, f1:0.342, mcc:0.002, total+:255, total-:84 @threshold:-0.710, sens:0.982, spec:0.123, ppv:0.178, acc:0.263, f1:0.302, mcc:0.001, total+:303, total-:36 @threshold:-0.713, sens:0.982, spec:0.120, ppv:0.178, acc:0.260, f1:0.301, mcc:0.001, total+:304, total-:35 @threshold:-1.091, sens:1.000, spec:0.004, ppv:0.163, acc:0.165, f1:0.280, mcc:0.001, total+:338, total-:1 * Vital: BMI-latest | coef 0.098 95% CI: [0.084 , 0.112] | OR_adj 1.103 [1.088 1.119] | occ: 1621 | OR_unadj: 4.766 [3.528 6.438] | indivs AUC:0.795 Correlated most with: Diagnosis:9ccs58:Ot nutrit dx:0.077 Diagnosis:9ccs259:Unclassified:-0.071 Diagnosis:9ccs126:Ot up rsp in:0.070 Diagnosis:9ccs48:Thyroid dsor:-0.064 Diagnosis:9ccs74:Ot mentl cnd:0.058 Diagnosis:9ccs247:Lymph enlarg:0.057 Diagnosis:9ccs253:Allergy:0.053 Diagnosis:9ccs239:Superfic inj:0.048 Lab:297262 HEMOGLOBIN (HEMOCUE):0.048 Diagnosis:9ccs94:Other ear dx:0.047 * Vital: BMI-avg19to24 | coef 0.043 95% CI: [0.036 , 0.050] | OR_adj 1.044 [1.036 1.051] | occ: 1354 | OR_unadj: 4.046 [3.062 5.347] | indivs AUC:0.772 Correlated most with: Diagnosis:9ccs259:Unclassified:-0.086 Diagnosis:9ccs48:Thyroid dsor:-0.079 Diagnosis:9ccs133:Oth low resp:-0.064 Diagnosis:9ccs198:Ot infl skin:-0.057 Diagnosis:9ccs10:Immuniz/scrn:-0.054 Diagnosis:9ccs167:Breast dx:-0.050 Diagnosis:9ccs61:Sickle cell:-0.048 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.047 Lab:297262 HEMOGLOBIN (HEMOCUE):0.046 Diagnosis:9ccs0:No DX:-0.046 * Vital: Wt for Length ZScore-latest | coef 0.034 95% CI: [0.030 , 0.039] | OR_adj 1.035 [1.030 1.040] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.783 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.093 Diagnosis:9ccs48:Thyroid dsor:-0.071 Number of Visits:0.070 Diagnosis:9ccs259:Unclassified:-0.067 Diagnosis:9ccs74:Ot mentl cnd:0.060 Diagnosis:9ccs94:Other ear dx:0.055 Diagnosis:9ccs61:Sickle cell:-0.053 Diagnosis:9ccs58:Ot nutrit dx:0.053 Diagnosis:9ccs239:Superfic inj:0.051 Diagnosis:9ccs7:Viral infect:0.051 * Vital: Wt for Length ZScore-gain0to24 | coef 0.034 95% CI: [0.030 , 0.039] | OR_adj 1.035 [1.030 1.040] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.783 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.093 Diagnosis:9ccs48:Thyroid dsor:-0.071 Number of Visits:0.070 Diagnosis:9ccs259:Unclassified:-0.067 Diagnosis:9ccs74:Ot mentl cnd:0.060 Diagnosis:9ccs94:Other ear dx:0.055 Diagnosis:9ccs61:Sickle cell:-0.053 Diagnosis:9ccs58:Ot nutrit dx:0.053 Diagnosis:9ccs239:Superfic inj:0.051 Diagnosis:9ccs7:Viral infect:0.051 * Vital: BMI-gain0to24 | coef 0.032 95% CI: [0.025 , 0.038] | OR_adj 1.032 [1.025 1.039] | occ: 1338 | OR_unadj: 3.923 [2.973 5.177] | indivs AUC:0.778 Correlated most with: Diagnosis:9ccs259:Unclassified:-0.084 Diagnosis:9ccs48:Thyroid dsor:-0.079 Diagnosis:9ccs133:Oth low resp:-0.066 Diagnosis:9ccs198:Ot infl skin:-0.059 Diagnosis:9ccs61:Sickle cell:-0.052 Diagnosis:9ccs0:No DX:-0.051 Diagnosis:9ccs167:Breast dx:-0.050 Diagnosis:9ccs10:Immuniz/scrn:-0.050 Lab:297262 HEMOGLOBIN (HEMOCUE):0.049 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.048 * Vital: Wt for Length ZScore-avg19to24 | coef 0.027 95% CI: [0.022 , 0.032] | OR_adj 1.027 [1.022 1.033] | occ: 1347 | OR_unadj: 3.737 [2.826 4.943] | indivs AUC:0.763 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.091 Diagnosis:9ccs259:Unclassified:-0.086 Diagnosis:9ccs10:Immuniz/scrn:-0.052 Diagnosis:9ccs143:Abdom hernia:0.051 Diagnosis:9ccs133:Oth low resp:-0.051 Diagnosis:9ccs198:Ot infl skin:-0.047 Lab:297262 HEMOGLOBIN (HEMOCUE):0.046 Diagnosis:9ccs0:No DX:-0.046 Diagnosis:9ccs209:Ot acq defor:-0.046 Diagnosis:9ccs167:Breast dx:-0.042 * Vital: BMI-avg16to19 | coef 0.022 95% CI: [0.017 , 0.027] | OR_adj 1.022 [1.017 1.027] | occ: 1269 | OR_unadj: 3.131 [2.385 4.111] | indivs AUC:0.792 Correlated most with: Diagnosis:9ccs133:Oth low resp:-0.070 Diagnosis:9ccs48:Thyroid dsor:-0.069 Diagnosis:9ccs92:Otitis media:0.062 Diagnosis:9ccs234:Crush injury:0.059 Diagnosis:9ccs256:Exam/eval:-0.058 Diagnosis:9ccs62:Coag/hemr dx:-0.051 Diagnosis:9ccs125:Bronchitis:0.050 Diagnosis:9ccs137:Mouth dx:-0.049 Diagnosis:9ccs223:Birth trauma:-0.049 Diagnosis:9ccs198:Ot infl skin:-0.044 * Vital: Wt for Length ZScore-avg13to16 | coef 0.021 95% CI: [0.017 , 0.025] | OR_adj 1.021 [1.017 1.025] | occ: 1287 | OR_unadj: 3.550 [2.689 4.687] | indivs AUC:0.715 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.076 Diagnosis:9ccs48:Thyroid dsor:-0.070 Diagnosis:9ccs242:Poisn ot med:0.065 Diagnosis:9ccs10:Immuniz/scrn:-0.061 Diagnosis:9ccs259:Unclassified:-0.057 Diagnosis:9ccs92:Otitis media:0.055 Diagnosis:9ccs124:Tonsillitis:0.054 Diagnosis:9ccs168:PID:0.049 Diagnosis:9ccs58:Ot nutrit dx:-0.048 Diagnosis:9ccs89:Blindness:0.046 * Vital: Wt-latest | coef 0.020 95% CI: [0.015 , 0.025] | OR_adj 1.020 [1.015 1.025] | occ: 1626 | OR_unadj: 3.500 [2.571 4.766] | indivs AUC:0.761 Correlated most with: Number of Visits:0.377 Diagnosis:9ccs126:Ot up rsp in:0.281 Diagnosis:9ccs10:Immuniz/scrn:0.260 Diagnosis:9ccs92:Otitis media:0.212 Diagnosis:9ccs7:Viral infect:0.178 Diagnosis:9ccs257:Ot aftercare:0.155 Diagnosis:9ccs135:Intest infct:0.138 Diagnosis:9ccs90:Eye infectn:0.129 Diagnosis:9ccs125:Bronchitis:0.109 Diagnosis:9ccs74:Ot mentl cnd:0.105 * Vital: BMI-avg13to16 | coef 0.020 95% CI: [0.015 , 0.024] | OR_adj 1.020 [1.015 1.024] | occ: 1286 | OR_unadj: 3.814 [2.889 5.036] | indivs AUC:0.725 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.085 Diagnosis:9ccs153:GI hemorrhag:-0.068 Diagnosis:9ccs242:Poisn ot med:0.067 Diagnosis:9ccs48:Thyroid dsor:-0.063 Diagnosis:9ccs133:Oth low resp:-0.055 Diagnosis:9ccs224:Ot perint dx:-0.053 Diagnosis:9ccs138:Esophgeal dx:-0.052 Diagnosis:9ccs124:Tonsillitis:0.050 Diagnosis:9ccs92:Otitis media:0.050 Diagnosis:9ccs259:Unclassified:-0.049 * Vital: Wt for Length ZScore-avg16to19 | coef 0.018 95% CI: [0.015 , 0.022] | OR_adj 1.019 [1.015 1.023] | occ: 1267 | OR_unadj: 3.111 [2.368 4.088] | indivs AUC:0.781 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.074 Diagnosis:9ccs92:Otitis media:0.065 Diagnosis:9ccs234:Crush injury:0.059 Diagnosis:9ccs217:Ot cong anom:-0.059 Diagnosis:9ccs96:Hrt valve dx:-0.054 Diagnosis:9ccs259:Unclassified:-0.053 Lab:297262 HEMOGLOBIN (HEMOCUE):0.052 Diagnosis:9ccs238:Complic proc:-0.051 Diagnosis:9ccs125:Bronchitis:0.048 Diagnosis:9ccs138:Esophgeal dx:-0.047 MatDeliveryAge | coef 0.018 95% CI: [0.015 , 0.020] | OR_adj 1.018 [1.016 1.020] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.518 Correlated most with: MatDeliveryAge:1.000 Newborn Diagnosis:9ccs259:Unclassified:0.105 Number of Visits:0.088 Diagnosis:9ccs136:Teeth dx:0.080 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.069 Diagnosis:9ccs95:Oth nerv dx:0.061 Diagnosis:9ccs10:Immuniz/scrn:0.061 Diagnosis:9ccs126:Ot up rsp in:0.059 Diagnosis:10ccs58:Ot nutrit dx:-0.059 Diagnosis:9ccs259:Unclassified:0.057 * Vital: Wt-avg16to19 | coef 0.017 95% CI: [0.013 , 0.022] | OR_adj 1.017 [1.013 1.022] | occ: 1298 | OR_unadj: 3.060 [2.331 4.017] | indivs AUC:0.736 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.070 Diagnosis:9ccs128:Asthma:0.064 Lab:297262 HEMOGLOBIN (HEMOCUE):0.064 Diagnosis:9ccs215:gu cong anom:0.061 Newborn Diagnosis:9ccs219:Low birth wt:-0.060 Diagnosis:9ccs238:Complic proc:-0.059 Diagnosis:9ccs205:Back problem:-0.059 Diagnosis:9ccs217:Ot cong anom:-0.058 Diagnosis:9ccs124:Tonsillitis:0.050 Diagnosis:9ccs92:Otitis media:0.048 * Number of Visits | coef 0.015 95% CI: [0.012 , 0.019] | OR_adj 1.016 [1.012 1.019] | occ: 1645 | OR_unadj: 0.708 [0.535 0.936] | indivs AUC:0.478 Correlated most with: Number of Visits:1.000 Diagnosis:9ccs126:Ot up rsp in:0.430 Diagnosis:9ccs92:Otitis media:0.408 Diagnosis:9ccs7:Viral infect:0.408 Diagnosis:9ccs133:Oth low resp:0.337 Diagnosis:9ccs257:Ot aftercare:0.325 Diagnosis:9ccs135:Intest infct:0.310 Diagnosis:9ccs155:Other GI dx:0.304 Diagnosis:9ccs90:Eye infectn:0.286 Diagnosis:9ccs10:Immuniz/scrn:0.277 * Vital: Wt for Len Percentile-avg19to24 | coef 0.015 95% CI: [0.011 , 0.018] | OR_adj 1.015 [1.011 1.018] | occ: 1351 | OR_unadj: 3.535 [2.668 4.684] | indivs AUC:0.770 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.098 Diagnosis:9ccs259:Unclassified:-0.086 Diagnosis:9ccs143:Abdom hernia:0.058 Diagnosis:9ccs167:Breast dx:-0.055 Diagnosis:9ccs74:Ot mentl cnd:0.048 Diagnosis:9ccs61:Sickle cell:-0.048 Diagnosis:9ccs198:Ot infl skin:-0.046 Diagnosis:9ccs96:Hrt valve dx:-0.045 Diagnosis:9ccs125:Bronchitis:0.044 Diagnosis:9ccs10:Immuniz/scrn:-0.043 * Vital: Wt for Len Percentile-avg13to16 | coef 0.014 95% CI: [0.011 , 0.016] | OR_adj 1.014 [1.011 1.017] | occ: 1286 | OR_unadj: 3.426 [2.597 4.520] | indivs AUC:0.718 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.082 Diagnosis:9ccs48:Thyroid dsor:-0.071 Diagnosis:9ccs58:Ot nutrit dx:-0.058 Diagnosis:9ccs10:Immuniz/scrn:-0.055 Diagnosis:9ccs143:Abdom hernia:0.054 Diagnosis:9ccs92:Otitis media:0.054 Diagnosis:9ccs124:Tonsillitis:0.053 Diagnosis:9ccs89:Blindness:0.051 Diagnosis:9ccs213:Cardiac anom:-0.049 Diagnosis:9ccs240:Burns:-0.049 * Vital: Wt-avg13to16 | coef 0.013 95% CI: [0.010 , 0.016] | OR_adj 1.013 [1.010 1.016] | occ: 1308 | OR_unadj: 3.224 [2.452 4.240] | indivs AUC:0.703 Correlated most with: Diagnosis:9ccs242:Poisn ot med:0.085 Diagnosis:9ccs48:Thyroid dsor:-0.067 Newborn Diagnosis:9ccs219:Low birth wt:-0.065 Diagnosis:9ccs124:Tonsillitis:0.062 Lab:297262 HEMOGLOBIN (HEMOCUE):0.056 Diagnosis:9ccs238:Complic proc:-0.056 Diagnosis:9ccs89:Blindness:0.055 Diagnosis:9ccs215:gu cong anom:0.051 Diagnosis:9ccs125:Bronchitis:0.049 Diagnosis:9ccs92:Otitis media:0.048 * Vital: Wt for Len Percentile-latest | coef 0.013 95% CI: [0.009 , 0.016] | OR_adj 1.013 [1.009 1.016] | occ: 1535 | OR_unadj: 4.512 [3.322 6.127] | indivs AUC:0.778 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.082 Diagnosis:9ccs259:Unclassified:-0.073 Diagnosis:9ccs74:Ot mentl cnd:0.061 Diagnosis:9ccs143:Abdom hernia:0.056 Diagnosis:9ccs167:Breast dx:-0.054 Diagnosis:9ccs208:Acq foot def:0.051 Diagnosis:9ccs61:Sickle cell:-0.050 Diagnosis:9ccs126:Ot up rsp in:0.047 Lab:297262 HEMOGLOBIN (HEMOCUE):0.043 Diagnosis:9ccs125:Bronchitis:0.042 * Vital: Wt-avg19to24 | coef 0.011 95% CI: [0.008 , 0.013] | OR_adj 1.011 [1.008 1.013] | occ: 1372 | OR_unadj: 3.824 [2.897 5.047] | indivs AUC:0.770 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.075 Lab:297262 HEMOGLOBIN (HEMOCUE):0.066 Diagnosis:9ccs128:Asthma:0.048 Diagnosis:9ccs124:Tonsillitis:0.047 Newborn Diagnosis:9ccs219:Low birth wt:-0.047 Diagnosis:9ccs143:Abdom hernia:0.045 Diagnosis:9ccs89:Blindness:0.044 Diagnosis:9ccs215:gu cong anom:0.041 Lab:323825 STREP SCREEN THROAT - Sunrise:0.041 Diagnosis:9ccs2603:E Codes: Fall:0.041 * Vital: Wt for Len Percentile-gain0to24 | coef 0.010 95% CI: [0.007 , 0.013] | OR_adj 1.010 [1.007 1.014] | occ: 1335 | OR_unadj: 3.367 [2.548 4.450] | indivs AUC:0.775 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.098 Diagnosis:9ccs259:Unclassified:-0.084 Diagnosis:9ccs167:Breast dx:-0.057 Diagnosis:9ccs143:Abdom hernia:0.052 Diagnosis:9ccs198:Ot infl skin:-0.048 Diagnosis:9ccs61:Sickle cell:-0.048 Diagnosis:9ccs74:Ot mentl cnd:0.047 Diagnosis:9ccs10:Immuniz/scrn:-0.045 Diagnosis:9ccs0:No DX:-0.045 Diagnosis:9ccs96:Hrt valve dx:-0.044 * Vital: Wt for Len Percentile-avg16to19 | coef 0.010 95% CI: [0.008 , 0.013] | OR_adj 1.010 [1.008 1.013] | occ: 1269 | OR_unadj: 2.937 [2.233 3.864] | indivs AUC:0.772 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.073 Diagnosis:9ccs234:Crush injury:0.072 Diagnosis:9ccs92:Otitis media:0.068 Diagnosis:9ccs96:Hrt valve dx:-0.057 MatDeliveryAge:-0.056 Diagnosis:9ccs217:Ot cong anom:-0.053 Diagnosis:9ccs125:Bronchitis:0.052 Diagnosis:9ccs238:Complic proc:-0.050 Diagnosis:9ccs219:Low birth wt:-0.050 Diagnosis:9ccs208:Acq foot def:0.049 * Vital: Wt-gain0to24 | coef 0.010 95% CI: [0.007 , 0.013] | OR_adj 1.010 [1.007 1.013] | occ: 1357 | OR_unadj: 3.724 [2.823 4.912] | indivs AUC:0.775 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.076 Lab:297262 HEMOGLOBIN (HEMOCUE):0.067 Diagnosis:9ccs124:Tonsillitis:0.047 Diagnosis:9ccs89:Blindness:0.045 Diagnosis:9ccs215:gu cong anom:0.043 Diagnosis:9ccs200:Oth skin dx:0.042 Lab:323825 STREP SCREEN THROAT - Sunrise:0.041 Diagnosis:9ccs2603:E Codes: Fall:0.041 Newborn Diagnosis:9ccs219:Low birth wt:-0.040 Diagnosis:9ccs238:Complic proc:-0.040 * Vital: Wt-avg10to13 | coef 0.009 95% CI: [0.006 , 0.011] | OR_adj 1.009 [1.006 1.011] | occ: 1399 | OR_unadj: 2.696 [2.056 3.535] | indivs AUC:0.688 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.094 Diagnosis:9ccs219:Low birth wt:-0.083 Newborn Diagnosis:9ccs223:Birth trauma:0.074 Newborn Diagnosis:9ccs215:gu cong anom:0.070 Lab:297262 HEMOGLOBIN (HEMOCUE):0.070 Diagnosis:9ccs238:Complic proc:-0.066 Diagnosis:9ccs217:Ot cong anom:-0.066 Diagnosis:9ccs125:Bronchitis:0.065 Diagnosis:9ccs48:Thyroid dsor:-0.064 Diagnosis:9ccs242:Poisn ot med:0.059 * Vital: Wt-gain16to24 | coef 0.008 95% CI: [0.007 , 0.010] | OR_adj 1.008 [1.007 1.010] | occ: 1425 | OR_unadj: 2.121 [1.581 2.845] | indivs AUC:0.582 Correlated most with: Number of Visits:-0.074 Diagnosis:9ccs138:Esophgeal dx:-0.058 Diagnosis:9ccs4:Mycoses:-0.056 Diagnosis:9ccs63:Wht blood dx:-0.055 Diagnosis:9ccs128:Asthma:-0.055 Diagnosis:9ccs61:Sickle cell:-0.051 Lab:292495 LEAD LEVEL - Sunrise:0.050 Newborn Diagnosis:9ccs256:Exam/eval:-0.047 Diagnosis:9ccs257:Ot aftercare:-0.043 Diagnosis:9ccs95:Oth nerv dx:0.042 * Vital: Wt Percentile-latest | coef 0.008 95% CI: [0.006 , 0.010] | OR_adj 1.008 [1.006 1.010] | occ: 1028 | OR_unadj: 2.134 [1.631 2.792] | indivs AUC:0.737 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.087 Diagnosis:9ccs89:Blindness:0.066 Newborn Diagnosis:9ccs200:Oth skin dx:-0.064 Diagnosis:9ccs253:Allergy:0.061 Diagnosis:9ccs208:Acq foot def:0.056 Diagnosis:9ccs128:Asthma:0.052 Newborn Diagnosis:9ccs223:Birth trauma:0.052 Lab:297262 HEMOGLOBIN (HEMOCUE):0.052 Newborn Diagnosis:9ccs219:Low birth wt:-0.051 Diagnosis:9ccs219:Low birth wt:-0.051 * Vital: Wt for Length Zscore-avg10to13 | coef 0.008 95% CI: [0.006 , 0.009] | OR_adj 1.008 [1.006 1.009] | occ: 1381 | OR_unadj: 2.955 [2.245 3.890] | indivs AUC:0.694 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:0.073 Diagnosis:9ccs219:Low birth wt:-0.070 Diagnosis:9ccs10:Immuniz/scrn:-0.067 Diagnosis:9ccs48:Thyroid dsor:-0.066 Diagnosis:9ccs242:Poisn ot med:0.062 Diagnosis:9ccs125:Bronchitis:0.060 Diagnosis:9ccs234:Crush injury:0.058 Lab:297262 HEMOGLOBIN (HEMOCUE):0.058 Diagnosis:9ccs133:Oth low resp:-0.056 Diagnosis:9ccs259:Unclassified:-0.052 * Vital: BMI-avg10to13 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1380 | OR_unadj: 2.656 [2.025 3.483] | indivs AUC:0.689 Correlated most with: Diagnosis:9ccs242:Poisn ot med:0.072 Newborn Diagnosis:9ccs223:Birth trauma:0.071 Diagnosis:9ccs125:Bronchitis:0.064 Diagnosis:9ccs234:Crush injury:0.063 Diagnosis:9ccs48:Thyroid dsor:-0.061 Diagnosis:9ccs10:Immuniz/scrn:-0.057 Diagnosis:9ccs223:Birth trauma:-0.057 Diagnosis:9ccs163:Other GU dx:0.057 Lab:297262 HEMOGLOBIN (HEMOCUE):0.053 Diagnosis:9ccs216:Nerv cong an:0.053 * Vital: BMI-gain16to24 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 1447 | OR_unadj: 1.625 [1.206 2.189] | indivs AUC:0.498 Correlated most with: Number of Visits:-0.068 Diagnosis:9ccs4:Mycoses:-0.059 Diagnosis:9ccs61:Sickle cell:-0.057 Newborn Diagnosis:9ccs256:Exam/eval:-0.052 Diagnosis:9ccs138:Esophgeal dx:-0.052 Diagnosis:9ccs63:Wht blood dx:-0.049 Diagnosis:9ccs234:Crush injury:-0.047 Lab:292495 LEAD LEVEL - Sunrise:0.047 Newborn Diagnosis:9ccs94:Other ear dx:0.047 Diagnosis:9ccs257:Ot aftercare:-0.045 * Vital: Wt for Length ZScore-avg7to10 | coef 0.006 95% CI: [0.003 , 0.010] | OR_adj 1.006 [1.003 1.010] | occ: 1331 | OR_unadj: 2.704 [2.060 3.548] | indivs AUC:0.643 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.072 Diagnosis:9ccs217:Ot cong anom:-0.067 Diagnosis:9ccs48:Thyroid dsor:-0.060 Diagnosis:9ccs238:Complic proc:-0.056 Diagnosis:9ccs138:Esophgeal dx:-0.054 Lab:297262 HEMOGLOBIN (HEMOCUE):0.050 Diagnosis:9ccs224:Ot perint dx:-0.049 Newborn Diagnosis:9ccs200:Oth skin dx:-0.047 Diagnosis:9ccs95:Oth nerv dx:-0.046 Diagnosis:9ccs10:Immuniz/scrn:-0.046 * Vital: BMI-avg3to5 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1296 | OR_unadj: 1.871 [1.431 2.447] | indivs AUC:0.611 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.071 Newborn Diagnosis:9ccs219:Low birth wt:-0.070 Diagnosis:9ccs92:Otitis media:0.065 Diagnosis:9ccs238:Complic proc:-0.059 Diagnosis:9ccs240:Burns:-0.055 Diagnosis:9ccs219:Low birth wt:-0.054 Diagnosis:9ccs76:Meningitis:0.051 Diagnosis:9ccs61:Sickle cell:-0.048 Diagnosis:9ccs138:Esophgeal dx:-0.045 Newborn Diagnosis:9ccs259:Unclassified:-0.045 * Vital: BMI-avg7to10 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.008] | occ: 1333 | OR_unadj: 2.458 [1.877 3.218] | indivs AUC:0.623 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.064 Diagnosis:9ccs217:Ot cong anom:-0.059 Diagnosis:9ccs3:Oth bact inf:0.058 Diagnosis:9ccs48:Thyroid dsor:-0.057 Diagnosis:9ccs55:Fluid/elc dx:-0.051 Diagnosis:9ccs219:Low birth wt:-0.050 Newborn Diagnosis:9ccs223:Birth trauma:0.050 Diagnosis:9ccs238:Complic proc:-0.048 Diagnosis:9ccs92:Otitis media:0.046 Newborn Diagnosis:9ccs94:Other ear dx:-0.046 * Vital: Wt-gain7to13 | coef 0.006 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.006] | occ: 1465 | OR_unadj: 1.582 [1.200 2.085] | indivs AUC:0.584 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.066 Lab:292495 LEAD LEVEL - Sunrise:-0.061 Diagnosis:9ccs153:GI hemorrhag:-0.058 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.055 Diagnosis:9ccs197:Skin infectn:-0.051 Diagnosis:9ccs138:Esophgeal dx:-0.045 Diagnosis:9ccs239:Superfic inj:-0.041 Newborn Diagnosis:9ccs219:Low birth wt:-0.040 Newborn Diagnosis:9ccs0:No DX:-0.039 Diagnosis:9ccs217:Ot cong anom:-0.037 * Vital: Wt-avg5to7 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1315 | OR_unadj: 2.102 [1.606 2.750] | indivs AUC:0.606 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.190 Diagnosis:9ccs238:Complic proc:-0.108 Newborn Diagnosis:9ccs221:Resp distres:-0.103 Diagnosis:9ccs219:Low birth wt:-0.091 Newborn Diagnosis:9ccs253:Allergy:-0.072 Newborn Diagnosis:9ccs200:Oth skin dx:-0.071 Diagnosis:9ccs138:Esophgeal dx:-0.069 Diagnosis:9ccs92:Otitis media:0.069 Diagnosis:9ccs125:Bronchitis:0.067 Newborn Diagnosis:9ccs222:Perint jaund:-0.067 Vital: HC-latest | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.592 Correlated most with: Number of Visits:0.302 Diagnosis:9ccs126:Ot up rsp in:0.252 Diagnosis:9ccs10:Immuniz/scrn:0.246 Diagnosis:9ccs92:Otitis media:0.214 Diagnosis:9ccs257:Ot aftercare:0.211 Diagnosis:9ccs7:Viral infect:0.160 Diagnosis:9ccs125:Bronchitis:0.152 Diagnosis:9ccs135:Intest infct:0.150 Diagnosis:9ccs90:Eye infectn:0.137 Diagnosis:9ccs96:Hrt valve dx:0.100 * Vital: Wt for Length ZScore-avg3to5 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1299 | OR_unadj: 1.902 [1.455 2.486] | indivs AUC:0.604 Correlated most with: Diagnosis:9ccs240:Burns:-0.068 Diagnosis:9ccs125:Bronchitis:0.053 Diagnosis:9ccs76:Meningitis:0.052 Diagnosis:9ccs92:Otitis media:0.051 Diagnosis:9ccs244:Other injury:-0.050 Diagnosis:9ccs61:Sickle cell:-0.047 Diagnosis:9ccs259:Unclassified:-0.045 Diagnosis:9ccs63:Wht blood dx:-0.045 Diagnosis:9ccs209:Ot acq defor:-0.044 Diagnosis:9ccs58:Ot nutrit dx:-0.043 * Vital: BMI-avg1to3 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1340 | OR_unadj: 1.980 [1.513 2.590] | indivs AUC:0.662 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.109 Diagnosis:9ccs219:Low birth wt:-0.084 Diagnosis:9ccs125:Bronchitis:0.071 Diagnosis:9ccs147:Anal/rectal:0.070 Newborn Diagnosis:9ccs256:Exam/eval:-0.065 Newborn Diagnosis:9ccs221:Resp distres:-0.059 Diagnosis:9ccs238:Complic proc:-0.057 Diagnosis:9ccs76:Meningitis:0.055 Diagnosis:9ccs197:Skin infectn:0.052 Diagnosis:9ccs122:Pneumonia:0.047 Vital: Wt for Length ZScore-gain10to16 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1476 | OR_unadj: 1.137 [0.870 1.485] | indivs AUC:0.558 Correlated most with: Diagnosis:9ccs113:Late eff CVD:0.063 Diagnosis:9ccs95:Oth nerv dx:0.059 Newborn Diagnosis:9ccs94:Other ear dx:0.059 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.058 Diagnosis:9ccs47:Ot bnign neo:0.052 Diagnosis:9ccs234:Crush injury:0.051 Diagnosis:9ccs242:Poisn ot med:0.050 Diagnosis:9ccs251:Abdomnl pain:0.049 Diagnosis:9ccs10:Immuniz/scrn:-0.042 Diagnosis:9ccs216:Nerv cong an:0.042 * Vital: Wt-avg7to10 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1355 | OR_unadj: 2.480 [1.894 3.248] | indivs AUC:0.633 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.112 Diagnosis:9ccs219:Low birth wt:-0.091 Diagnosis:9ccs238:Complic proc:-0.079 Diagnosis:9ccs125:Bronchitis:0.075 Lab:297262 HEMOGLOBIN (HEMOCUE):0.059 Newborn Diagnosis:9ccs200:Oth skin dx:-0.059 Newborn Diagnosis:9ccs215:gu cong anom:0.058 Diagnosis:9ccs143:Abdom hernia:-0.054 Diagnosis:9ccs128:Asthma:0.053 Diagnosis:9ccs95:Oth nerv dx:-0.053 Vital: Temp-avg5to7 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1315 | OR_unadj: 1.008 [0.763 1.331] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs94:Other ear dx:0.078 Diagnosis:9ccs123:Influenza:0.061 Diagnosis:9ccs234:Crush injury:0.060 Diagnosis:9ccs90:Eye infectn:0.056 Diagnosis:9ccs134:Ot uppr resp:0.055 Number of Visits:0.054 Diagnosis:9ccs151:Oth liver dx:0.052 Diagnosis:9ccs219:Low birth wt:-0.052 Diagnosis:9ccs217:Ot cong anom:-0.050 Diagnosis:9ccs92:Otitis media:0.049 Vital: Temp-avg7to10 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1351 | OR_unadj: 0.832 [0.534 1.296] | indivs AUC:0.478 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.195 Diagnosis:9ccs255:Social admin:-0.173 Diagnosis:9ccs7:Viral infect:-0.111 Number of Visits:-0.107 Diagnosis:9ccs126:Ot up rsp in:-0.105 Diagnosis:9ccs74:Ot mentl cnd:-0.095 Diagnosis:9ccs217:Ot cong anom:-0.094 Diagnosis:9ccs257:Ot aftercare:-0.090 Diagnosis:9ccs197:Skin infectn:-0.074 Diagnosis:9ccs58:Ot nutrit dx:-0.066 * Vital: BMI-gain7to13 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1475 | OR_unadj: 1.324 [1.001 1.752] | indivs AUC:0.542 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.068 Lab:292495 LEAD LEVEL - Sunrise:-0.059 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.056 Diagnosis:9ccs153:GI hemorrhag:-0.054 Diagnosis:9ccs2603:E Codes: Fall:-0.051 Newborn Diagnosis:9ccs222:Perint jaund:-0.048 Newborn Diagnosis:9ccs223:Birth trauma:-0.045 Newborn Diagnosis:9ccs219:Low birth wt:-0.041 Newborn Diagnosis:9ccs253:Allergy:-0.040 Diagnosis:9ccs253:Allergy:-0.039 * Vital: Wt-gain0to3 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1401 | OR_unadj: 1.349 [1.031 1.765] | indivs AUC:0.605 Correlated most with: Number of Visits:0.150 Diagnosis:9ccs126:Ot up rsp in:0.121 Diagnosis:9ccs92:Otitis media:0.100 Diagnosis:9ccs10:Immuniz/scrn:0.083 Diagnosis:9ccs137:Mouth dx:0.071 Diagnosis:9ccs128:Asthma:0.066 Diagnosis:9ccs122:Pneumonia:0.064 Diagnosis:9ccs155:Other GI dx:0.045 Diagnosis:9ccs76:Meningitis:0.044 Diagnosis:9ccs214:GI cong anom:0.043 Vital: Temp-avg1to3 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1348 | OR_unadj: 1.102 [0.834 1.456] | indivs AUC:0.527 Correlated most with: Diagnosis:9ccs90:Eye infectn:-0.077 Diagnosis:9ccs7:Viral infect:-0.077 Diagnosis:9ccs154:Gastroent:-0.067 Diagnosis:9ccs197:Skin infectn:-0.058 Diagnosis:9ccs219:Low birth wt:-0.056 Diagnosis:9ccs253:Allergy:0.052 Number of Visits:0.051 Diagnosis:9ccs94:Other ear dx:0.051 Diagnosis:9ccs127:COPD:0.049 Diagnosis:9ccs83:Epilepsy/cnv:0.048 * Vital: Wt for Length ZScore-avg1to3 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1348 | OR_unadj: 1.471 [1.126 1.921] | indivs AUC:0.589 Correlated most with: Diagnosis:9ccs259:Unclassified:-0.078 Newborn Diagnosis:9ccs221:Resp distres:-0.066 Diagnosis:9ccs147:Anal/rectal:0.065 Diagnosis:9ccs64:Ot hematl dx:-0.062 Diagnosis:9ccs125:Bronchitis:0.060 Diagnosis:9ccs238:Complic proc:-0.058 Diagnosis:9ccs217:Ot cong anom:-0.056 Diagnosis:9ccs91:Other eye dx:-0.056 Newborn Diagnosis:9ccs222:Perint jaund:0.056 Diagnosis:9ccs200:Oth skin dx:-0.054 * Vital: BMI-gain0to3 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1391 | OR_unadj: 1.452 [1.110 1.899] | indivs AUC:0.557 Correlated most with: Number of Visits:0.140 Diagnosis:9ccs126:Ot up rsp in:0.116 Diagnosis:9ccs92:Otitis media:0.082 Diagnosis:9ccs128:Asthma:0.069 Newborn Diagnosis:9ccs256:Exam/eval:0.068 Diagnosis:9ccs122:Pneumonia:0.068 Diagnosis:9ccs10:Immuniz/scrn:0.059 Diagnosis:9ccs217:Ot cong anom:-0.055 Newborn Diagnosis:9ccs219:Low birth wt:0.054 Diagnosis:9ccs137:Mouth dx:0.054 Vital: Ht-gain16to24 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1417 | OR_unadj: 1.402 [0.978 2.008] | indivs AUC:0.553 Correlated most with: Diagnosis:9ccs4:Mycoses:-0.065 Number of Visits:-0.061 Diagnosis:9ccs138:Esophgeal dx:-0.058 Newborn Diagnosis:9ccs256:Exam/eval:-0.052 Diagnosis:9ccs61:Sickle cell:-0.052 Newborn Diagnosis:9ccs94:Other ear dx:0.050 Diagnosis:9ccs63:Wht blood dx:-0.048 Diagnosis:9ccs259:Unclassified:0.048 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.047 Diagnosis:9ccs198:Ot infl skin:-0.046 * Vital: BMI-avg0to1 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1326 | OR_unadj: 1.323 [1.012 1.730] | indivs AUC:0.621 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.237 Diagnosis:9ccs219:Low birth wt:-0.162 Newborn Diagnosis:9ccs224:Ot perint dx:0.093 Newborn Diagnosis:9ccs221:Resp distres:-0.090 Newborn Diagnosis:9ccs253:Allergy:-0.090 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.087 Newborn Diagnosis:9ccs256:Exam/eval:-0.084 Diagnosis:9ccs222:Perint jaund:-0.063 Diagnosis:9ccs74:Ot mentl cnd:-0.057 Diagnosis:9ccs89:Blindness:0.055 Vital: Wt-gain13to19 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1408 | OR_unadj: 1.117 [0.855 1.458] | indivs AUC:0.590 Correlated most with: Number of Visits:0.065 Diagnosis:9ccs7:Viral infect:0.062 Diagnosis:9ccs257:Ot aftercare:0.057 Diagnosis:9ccs96:Hrt valve dx:0.050 Diagnosis:9ccs250:Nausea/vomit:0.049 Diagnosis:9ccs133:Oth low resp:0.047 Diagnosis:9ccs128:Asthma:0.045 Diagnosis:9ccs161:Ot dx kidney:0.045 Diagnosis:9ccs155:Other GI dx:0.043 Diagnosis:9ccs10:Immuniz/scrn:0.041 Vital: Wt for Len Percentile-gain16to24 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1289 | OR_unadj: 0.818 [0.613 1.091] | indivs AUC:0.488 Correlated most with: Diagnosis:9ccs61:Sickle cell:-0.068 Diagnosis:9ccs234:Crush injury:-0.064 Number of Visits:-0.062 Diagnosis:9ccs4:Mycoses:-0.054 Lab:292495 LEAD LEVEL - Sunrise:0.050 Diagnosis:9ccs94:Other ear dx:-0.050 Newborn Diagnosis:9ccs94:Other ear dx:0.048 Diagnosis:9ccs138:Esophgeal dx:-0.046 Diagnosis:9ccs198:Ot infl skin:-0.046 Diagnosis:9ccs128:Asthma:-0.046 Vital: Temp-avg0to1 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.490 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.092 Diagnosis:9ccs76:Meningitis:0.063 Diagnosis:9ccs216:Nerv cong an:0.063 Diagnosis:9ccs58:Ot nutrit dx:-0.063 Diagnosis:9ccs7:Viral infect:-0.061 Diagnosis:9ccs92:Otitis media:0.057 Diagnosis:9ccs214:GI cong anom:0.056 Diagnosis:9ccs155:Other GI dx:-0.054 Newborn Diagnosis:9ccs219:Low birth wt:-0.053 Diagnosis:9ccs154:Gastroent:-0.052 Vital: Temp-avg19to24 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1373 | OR_unadj: 1.181 [0.894 1.561] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs133:Oth low resp:-0.092 Diagnosis:9ccs154:Gastroent:-0.068 Diagnosis:9ccs92:Otitis media:0.066 Diagnosis:9ccs10:Immuniz/scrn:-0.065 Diagnosis:9ccs238:Complic proc:0.065 Diagnosis:9ccs200:Oth skin dx:-0.060 Diagnosis:9ccs242:Poisn ot med:-0.055 Diagnosis:9ccs125:Bronchitis:0.055 Diagnosis:9ccs258:Other screen:-0.054 Diagnosis:9ccs219:Low birth wt:-0.053 Vital: Temp-latest | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.465 Correlated most with: Diagnosis:9ccs154:Gastroent:-0.089 Diagnosis:9ccs167:Breast dx:0.063 Diagnosis:9ccs92:Otitis media:0.056 Diagnosis:9ccs125:Bronchitis:0.054 Diagnosis:9ccs126:Ot up rsp in:0.052 Diagnosis:9ccs258:Other screen:-0.050 Diagnosis:9ccs133:Oth low resp:-0.050 Diagnosis:9ccs200:Oth skin dx:-0.049 Diagnosis:9ccs117:Ot circul dx:0.049 Diagnosis:9ccs219:Low birth wt:-0.047 Vital: Wt for Length ZScore-gain3to7 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1431 | OR_unadj: 0.985 [0.752 1.290] | indivs AUC:0.510 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:0.085 Diagnosis:9ccs127:COPD:0.056 Diagnosis:9ccs95:Oth nerv dx:0.055 Newborn Diagnosis:9ccs256:Exam/eval:0.052 Diagnosis:9ccs200:Oth skin dx:0.052 Diagnosis:9ccs122:Pneumonia:-0.050 Diagnosis:9ccs253:Allergy:0.050 Diagnosis:9ccs126:Ot up rsp in:0.047 Diagnosis:9ccs64:Ot hematl dx:0.046 Diagnosis:9ccs91:Other eye dx:0.046 Vital: Wt for Length ZScore-gain16to24 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1432 | OR_unadj: 1.066 [0.815 1.393] | indivs AUC:0.594 Correlated most with: Diagnosis:9ccs94:Other ear dx:0.055 Diagnosis:9ccs154:Gastroent:0.055 Diagnosis:9ccs7:Viral infect:0.054 Diagnosis:9ccs153:GI hemorrhag:0.054 Diagnosis:9ccs224:Ot perint dx:0.053 Diagnosis:9ccs141:Ot dx stomch:0.051 Newborn Diagnosis:9ccs223:Birth trauma:0.048 Diagnosis:9ccs250:Nausea/vomit:0.045 Diagnosis:9ccs76:Meningitis:0.045 Diagnosis:9ccs247:Lymph enlarg:0.044 Vital: BMI-gain1to5 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1421 | OR_unadj: 1.007 [0.771 1.314] | indivs AUC:0.507 Correlated most with: Number of Visits:0.129 Diagnosis:9ccs126:Ot up rsp in:0.101 Diagnosis:9ccs239:Superfic inj:0.070 Diagnosis:9ccs135:Intest infct:0.068 Diagnosis:9ccs154:Gastroent:-0.068 Diagnosis:9ccs217:Ot cong anom:0.065 Diagnosis:9ccs159:UTI:0.065 Diagnosis:9ccs74:Ot mentl cnd:0.059 Diagnosis:9ccs257:Ot aftercare:0.057 Diagnosis:9ccs127:COPD:0.053 Vital: Wt-gain10to16 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1422 | OR_unadj: 1.239 [0.917 1.676] | indivs AUC:0.579 Correlated most with: Number of Visits:0.063 Diagnosis:9ccs96:Hrt valve dx:-0.063 Diagnosis:9ccs92:Otitis media:0.061 Newborn Diagnosis:9ccs215:gu cong anom:-0.061 Lab:295669 BILIRUBIN DIRECT - LMC:-0.052 Diagnosis:9ccs123:Influenza:0.044 Diagnosis:9ccs59:Anemia:0.043 Diagnosis:9ccs90:Eye infectn:0.041 Diagnosis:9ccs253:Allergy:0.035 Newborn Diagnosis:9ccs253:Allergy:0.034 Vital: Wt for Length ZScore-gain5to10 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1438 | OR_unadj: 1.002 [0.766 1.310] | indivs AUC:0.523 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:-0.059 Newborn Diagnosis:9ccs219:Low birth wt:-0.059 Newborn Diagnosis:9ccs221:Resp distres:-0.058 Diagnosis:9ccs58:Ot nutrit dx:0.058 Diagnosis:9ccs244:Other injury:0.050 Diagnosis:9ccs140:Gastritis:-0.050 Diagnosis:9ccs76:Meningitis:-0.048 Diagnosis:9ccs209:Ot acq defor:0.044 Diagnosis:9ccs8:Oth infectns:0.042 Newborn Diagnosis:9ccs213:Cardiac anom:-0.041 Vital: Ht-gain10to16 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1404 | OR_unadj: 1.132 [0.839 1.528] | indivs AUC:0.537 Correlated most with: Diagnosis:9ccs92:Otitis media:0.067 Diagnosis:9ccs96:Hrt valve dx:-0.056 Number of Visits:0.054 Newborn Diagnosis:9ccs215:gu cong anom:-0.053 Newborn Diagnosis:9ccs253:Allergy:0.048 Diagnosis:9ccs59:Anemia:0.047 Lab:295669 BILIRUBIN DIRECT - LMC:-0.046 Diagnosis:9ccs123:Influenza:0.045 Diagnosis:9ccs136:Teeth dx:0.042 Diagnosis:9ccs163:Other GU dx:-0.037 * Vital: Wt-gain5to10 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1444 | OR_unadj: 1.450 [1.102 1.909] | indivs AUC:0.564 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.096 Diagnosis:9ccs200:Oth skin dx:-0.066 Newborn Diagnosis:9ccs94:Other ear dx:-0.065 Diagnosis:9ccs223:Birth trauma:-0.055 Diagnosis:9ccs89:Blindness:0.052 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.052 Diagnosis:9ccs256:Exam/eval:-0.051 Diagnosis:9ccs95:Oth nerv dx:-0.048 Diagnosis:9ccs198:Ot infl skin:-0.045 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.042 Vital: HC-gain0to3 | coef 0.004 95% CI: [0.004 , 0.004] | OR_adj 1.004 [1.004 1.004] | occ: 1332 | OR_unadj: 0.871 [0.636 1.192] | indivs AUC:0.490 Correlated most with: Number of Visits:0.117 Diagnosis:9ccs126:Ot up rsp in:0.073 Diagnosis:9ccs137:Mouth dx:0.072 Diagnosis:9ccs92:Otitis media:0.062 Diagnosis:9ccs159:UTI:0.055 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.054 Diagnosis:9ccs76:Meningitis:0.052 Diagnosis:9ccs175:Ot femal gen:-0.051 Diagnosis:9ccs212:Ot bone dx:-0.044 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.043 Diagnosis:9ccs255:Social admin | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1616 | OR_unadj: 0.664 [0.382 1.152] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs255:Social admin:1.000 Diagnosis:9ccs10:Immuniz/scrn:0.458 Diagnosis:9ccs126:Ot up rsp in:0.355 Diagnosis:9ccs253:Allergy:0.212 Diagnosis:9ccs92:Otitis media:0.192 Diagnosis:9ccs257:Ot aftercare:0.190 Diagnosis:9ccs7:Viral infect:0.187 Number of Visits:0.148 Diagnosis:9ccs90:Eye infectn:0.125 Diagnosis:9ccs125:Bronchitis:0.124 Vital: Wt for Len Percentile-gain7to13 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1290 | OR_unadj: 0.991 [0.753 1.305] | indivs AUC:0.576 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.067 Diagnosis:9ccs153:GI hemorrhag:-0.057 Diagnosis:9ccs143:Abdom hernia:0.055 Lab:292495 LEAD LEVEL - Sunrise:-0.054 Diagnosis:9ccs239:Superfic inj:-0.050 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.047 Diagnosis:9ccs0:No DX:-0.045 Diagnosis:9ccs216:Nerv cong an:0.042 Diagnosis:9ccs95:Oth nerv dx:0.041 Newborn Diagnosis:9ccs223:Birth trauma:-0.039 * Vital: Wt for Length ZScore-avg5to7 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1297 | OR_unadj: 2.431 [1.856 3.184] | indivs AUC:0.646 Correlated most with: Diagnosis:9ccs238:Complic proc:-0.091 Newborn Diagnosis:9ccs219:Low birth wt:-0.055 Diagnosis:9ccs92:Otitis media:0.055 Diagnosis:9ccs219:Low birth wt:-0.052 Newborn Diagnosis:9ccs213:Cardiac anom:-0.051 Diagnosis:9ccs155:Other GI dx:-0.048 Newborn Diagnosis:9ccs253:Allergy:-0.048 Diagnosis:9ccs113:Late eff CVD:-0.047 Diagnosis:9ccs55:Fluid/elc dx:-0.047 Diagnosis:9ccs217:Ot cong anom:-0.046 * Vital: Wt-gain3to7 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1439 | OR_unadj: 1.333 [1.022 1.740] | indivs AUC:0.560 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:-0.091 Diagnosis:9ccs92:Otitis media:0.074 Diagnosis:9ccs128:Asthma:0.068 Diagnosis:9ccs126:Ot up rsp in:0.064 Diagnosis:9ccs7:Viral infect:0.063 Number of Visits:0.055 Diagnosis:9ccs155:Other GI dx:-0.052 Diagnosis:9ccs83:Epilepsy/cnv:0.052 Diagnosis:9ccs89:Blindness:-0.050 Diagnosis:9ccs113:Late eff CVD:0.050 Vital: Wt-avg0to1 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1336 | OR_unadj: 1.096 [0.838 1.434] | indivs AUC:0.526 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.362 Diagnosis:9ccs219:Low birth wt:-0.222 Newborn Diagnosis:9ccs221:Resp distres:-0.150 Newborn Diagnosis:9ccs256:Exam/eval:-0.139 Newborn Diagnosis:9ccs224:Ot perint dx:0.130 Newborn Diagnosis:9ccs253:Allergy:-0.111 Newborn Diagnosis:9ccs222:Perint jaund:-0.107 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.105 Diagnosis:9ccs222:Perint jaund:-0.098 Diagnosis:9ccs143:Abdom hernia:-0.082 * Vital: Wt for Len Percentile-avg10to13 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1379 | OR_unadj: 2.986 [2.269 3.930] | indivs AUC:0.700 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.079 Diagnosis:9ccs48:Thyroid dsor:-0.075 Diagnosis:9ccs10:Immuniz/scrn:-0.071 Diagnosis:9ccs219:Low birth wt:-0.062 Lab:297262 HEMOGLOBIN (HEMOCUE):0.054 Diagnosis:9ccs259:Unclassified:-0.053 Diagnosis:9ccs138:Esophgeal dx:-0.049 Diagnosis:9ccs58:Ot nutrit dx:-0.049 Diagnosis:9ccs133:Oth low resp:-0.048 Diagnosis:9ccs198:Ot infl skin:-0.048 Vital: Temp-avg16to19 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1297 | OR_unadj: 0.872 [0.571 1.331] | indivs AUC:0.514 Correlated most with: Diagnosis:9ccs255:Social admin:-0.143 Diagnosis:9ccs10:Immuniz/scrn:-0.132 Number of Visits:-0.118 Diagnosis:9ccs257:Ot aftercare:-0.106 Diagnosis:9ccs126:Ot up rsp in:-0.093 Diagnosis:9ccs7:Viral infect:-0.091 Diagnosis:9ccs239:Superfic inj:-0.070 Diagnosis:9ccs74:Ot mentl cnd:-0.070 Diagnosis:9ccs155:Other GI dx:-0.067 Diagnosis:9ccs59:Anemia:-0.063 Vital: Wt for Length ZScore-gain7to13 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1460 | OR_unadj: 1.296 [0.993 1.692] | indivs AUC:0.536 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.089 Lab:297262 HEMOGLOBIN (HEMOCUE):0.069 Diagnosis:9ccs258:Other screen:-0.055 Diagnosis:9ccs256:Exam/eval:-0.054 Diagnosis:9ccs95:Oth nerv dx:-0.050 Diagnosis:9ccs224:Ot perint dx:-0.048 Diagnosis:9ccs124:Tonsillitis:0.048 Diagnosis:9ccs10:Immuniz/scrn:-0.047 Diagnosis:9ccs159:UTI:0.045 Newborn Diagnosis:9ccs213:Cardiac anom:0.042 * Vital: Ht-gain7to13 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1451 | OR_unadj: 1.379 [1.027 1.851] | indivs AUC:0.532 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.060 Lab:292495 LEAD LEVEL - Sunrise:-0.057 Diagnosis:9ccs2603:E Codes: Fall:-0.054 Diagnosis:9ccs153:GI hemorrhag:-0.053 Newborn Diagnosis:9ccs222:Perint jaund:-0.051 Newborn Diagnosis:9ccs219:Low birth wt:-0.049 Newborn Diagnosis:9ccs223:Birth trauma:-0.048 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.046 Diagnosis:9ccs125:Bronchitis:0.044 Newborn Diagnosis:9ccs253:Allergy:-0.042 * Vital: Wt-avg1to3 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1353 | OR_unadj: 1.405 [1.071 1.842] | indivs AUC:0.600 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.278 Diagnosis:9ccs219:Low birth wt:-0.169 Newborn Diagnosis:9ccs256:Exam/eval:-0.136 Newborn Diagnosis:9ccs221:Resp distres:-0.113 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.099 Diagnosis:9ccs143:Abdom hernia:-0.090 Diagnosis:9ccs125:Bronchitis:0.087 Newborn Diagnosis:9ccs222:Perint jaund:-0.075 Diagnosis:9ccs238:Complic proc:-0.075 Diagnosis:9ccs222:Perint jaund:-0.073 Vital: Ht-gain13to19 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1378 | OR_unadj: 0.895 [0.685 1.171] | indivs AUC:0.438 Correlated most with: Number of Visits:0.054 Diagnosis:9ccs7:Viral infect:0.053 Diagnosis:9ccs163:Other GU dx:0.050 Diagnosis:9ccs133:Oth low resp:0.048 Diagnosis:9ccs257:Ot aftercare:0.046 Diagnosis:9ccs161:Ot dx kidney:0.044 Diagnosis:9ccs96:Hrt valve dx:0.042 Diagnosis:9ccs122:Pneumonia:0.042 Diagnosis:9ccs155:Other GI dx:0.041 Diagnosis:9ccs10:Immuniz/scrn:0.041 Vital: Temp-avg10to13 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1399 | OR_unadj: 1.016 [0.764 1.351] | indivs AUC:0.560 Correlated most with: Diagnosis:9ccs175:Ot femal gen:-0.199 Diagnosis:9ccs223:Birth trauma:-0.120 Diagnosis:9ccs247:Lymph enlarg:-0.090 Newborn Diagnosis:9ccs259:Unclassified:-0.079 MatDeliveryAge:-0.070 Diagnosis:9ccs259:Unclassified:-0.067 Diagnosis:9ccs10:Immuniz/scrn:-0.064 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.063 Diagnosis:9ccs251:Abdomnl pain:0.054 Diagnosis:9ccs136:Teeth dx:-0.046 Vital: Temp-avg3to5 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1313 | OR_unadj: 0.989 [0.753 1.299] | indivs AUC:0.470 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.102 Number of Visits:0.090 Diagnosis:9ccs234:Crush injury:0.062 Diagnosis:9ccs247:Lymph enlarg:0.061 Diagnosis:9ccs217:Ot cong anom:-0.060 Diagnosis:9ccs197:Skin infectn:-0.059 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.058 Diagnosis:9ccs216:Nerv cong an:0.057 Diagnosis:9ccs51:Ot endo dsor:0.055 Lab:323825 STREP SCREEN THROAT - Sunrise:0.054 Vital: Wt for Length ZScore-gain1to5 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1394 | OR_unadj: 1.181 [0.903 1.546] | indivs AUC:0.536 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:0.111 Diagnosis:9ccs147:Anal/rectal:0.103 Diagnosis:9ccs219:Low birth wt:0.092 Diagnosis:9ccs125:Bronchitis:0.064 Lab:294203 BILIRUBIN TOTAL - LMC:-0.063 Diagnosis:9ccs74:Ot mentl cnd:0.062 Newborn Diagnosis:9ccs253:Allergy:0.057 Diagnosis:9ccs61:Sickle cell:-0.054 Diagnosis:9ccs128:Asthma:0.051 Diagnosis:9ccs259:Unclassified:-0.050 * Vital: Wt for Length ZScore-gain13to19 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1451 | OR_unadj: 1.313 [1.006 1.713] | indivs AUC:0.514 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:-0.077 Diagnosis:9ccs163:Other GU dx:-0.065 Newborn Diagnosis:9ccs222:Perint jaund:0.065 Diagnosis:9ccs240:Burns:-0.063 Diagnosis:9ccs143:Abdom hernia:0.059 Newborn Diagnosis:9ccs219:Low birth wt:0.058 Diagnosis:9ccs247:Lymph enlarg:-0.057 Number of Visits:0.053 Diagnosis:9ccs92:Otitis media:0.048 Diagnosis:9ccs62:Coag/hemr dx:0.046 Vital: Wt-gain1to5 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1425 | OR_unadj: 1.212 [0.922 1.593] | indivs AUC:0.535 Correlated most with: Number of Visits:0.186 Diagnosis:9ccs126:Ot up rsp in:0.121 Diagnosis:9ccs7:Viral infect:0.096 Diagnosis:9ccs239:Superfic inj:0.084 Diagnosis:9ccs154:Gastroent:-0.075 Diagnosis:9ccs135:Intest infct:0.074 Diagnosis:9ccs159:UTI:0.068 Diagnosis:9ccs257:Ot aftercare:0.065 Diagnosis:9ccs92:Otitis media:0.064 Diagnosis:9ccs4:Mycoses:0.061 Vital: Ht-latest | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1614 | OR_unadj: 1.271 [0.956 1.688] | indivs AUC:0.560 Correlated most with: Number of Visits:0.447 Diagnosis:9ccs10:Immuniz/scrn:0.345 Diagnosis:9ccs126:Ot up rsp in:0.315 Diagnosis:9ccs92:Otitis media:0.265 Diagnosis:9ccs7:Viral infect:0.206 Diagnosis:9ccs257:Ot aftercare:0.188 Diagnosis:9ccs135:Intest infct:0.156 Diagnosis:9ccs90:Eye infectn:0.148 Diagnosis:9ccs128:Asthma:0.117 Diagnosis:9ccs125:Bronchitis:0.114 * Vital: Wt Percentile-avg19to24 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 921 | OR_unadj: 2.119 [1.615 2.779] | indivs AUC:0.706 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.101 Newborn Diagnosis:9ccs219:Low birth wt:-0.066 Diagnosis:9ccs89:Blindness:0.061 Diagnosis:9ccs253:Allergy:0.058 Diagnosis:9ccs215:gu cong anom:0.055 Diagnosis:9ccs76:Meningitis:0.054 Diagnosis:9ccs219:Low birth wt:-0.053 Lab:297262 HEMOGLOBIN (HEMOCUE):0.053 Diagnosis:9ccs239:Superfic inj:0.053 Newborn Diagnosis:9ccs223:Birth trauma:0.052 Vital: BMI-gain3to7 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1430 | OR_unadj: 1.091 [0.835 1.425] | indivs AUC:0.512 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:-0.095 Diagnosis:9ccs92:Otitis media:0.065 Diagnosis:9ccs240:Burns:-0.059 Diagnosis:9ccs7:Viral infect:0.057 Diagnosis:9ccs128:Asthma:0.054 Diagnosis:9ccs83:Epilepsy/cnv:0.054 Diagnosis:9ccs126:Ot up rsp in:0.053 Diagnosis:9ccs89:Blindness:-0.052 Diagnosis:9ccs2:Septicemia:0.049 Diagnosis:9ccs10:Immuniz/scrn:-0.048 Vital: BMI-gain10to16 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1448 | OR_unadj: 1.186 [0.893 1.575] | indivs AUC:0.540 Correlated most with: Diagnosis:9ccs163:Other GU dx:-0.067 Diagnosis:9ccs92:Otitis media:0.065 Diagnosis:9ccs96:Hrt valve dx:-0.052 Newborn Diagnosis:9ccs215:gu cong anom:-0.051 Newborn Diagnosis:9ccs253:Allergy:0.051 Number of Visits:0.048 Diagnosis:9ccs123:Influenza:0.047 Lab:295669 BILIRUBIN DIRECT - LMC:-0.042 Diagnosis:9ccs59:Anemia:0.039 Diagnosis:9ccs175:Ot femal gen:-0.039 Vital: Temp-avg13to16 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1313 | OR_unadj: 1.227 [0.936 1.609] | indivs AUC:0.567 Correlated most with: Diagnosis:9ccs92:Otitis media:0.145 Diagnosis:9ccs124:Tonsillitis:0.081 Diagnosis:9ccs154:Gastroent:-0.068 Number of Visits:0.065 Diagnosis:9ccs159:UTI:0.062 Newborn Diagnosis:9ccs94:Other ear dx:0.061 Diagnosis:9ccs126:Ot up rsp in:0.059 Diagnosis:9ccs4:Mycoses:0.046 Diagnosis:9ccs243:Poisn nonmed:0.046 Diagnosis:9ccs215:gu cong anom:0.046 * Vital: Wt Percentile-avg16to19 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 747 | OR_unadj: 1.781 [1.341 2.364] | indivs AUC:0.649 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.085 Diagnosis:9ccs208:Acq foot def:0.072 Diagnosis:9ccs205:Back problem:-0.071 Newborn Diagnosis:9ccs219:Low birth wt:-0.064 Diagnosis:9ccs89:Blindness:0.058 Diagnosis:9ccs217:Ot cong anom:-0.058 Diagnosis:9ccs215:gu cong anom:0.058 Diagnosis:9ccs128:Asthma:0.057 Newborn Diagnosis:9ccs200:Oth skin dx:-0.057 Diagnosis:9ccs76:Meningitis:0.056 Vital: Wt for Len Percentile-gain5to10 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1245 | OR_unadj: 0.990 [0.750 1.306] | indivs AUC:0.481 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:0.105 Lab:292495 LEAD LEVEL - Sunrise:0.094 Diagnosis:9ccs200:Oth skin dx:-0.069 Diagnosis:9ccs95:Oth nerv dx:-0.059 Diagnosis:9ccs256:Exam/eval:-0.059 Diagnosis:9ccs223:Birth trauma:-0.054 Newborn Diagnosis:9ccs221:Resp distres:0.053 Newborn Diagnosis:9ccs94:Other ear dx:-0.052 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.038 Diagnosis:9ccs159:UTI:0.038 Vital: Ht-gain0to3 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1394 | OR_unadj: 0.853 [0.644 1.129] | indivs AUC:0.537 Correlated most with: Number of Visits:0.136 Diagnosis:9ccs126:Ot up rsp in:0.108 Diagnosis:9ccs10:Immuniz/scrn:0.076 Diagnosis:9ccs92:Otitis media:0.074 Newborn Diagnosis:9ccs256:Exam/eval:0.068 Diagnosis:9ccs122:Pneumonia:0.064 Diagnosis:9ccs128:Asthma:0.060 Diagnosis:9ccs137:Mouth dx:0.055 Diagnosis:9ccs214:GI cong anom:0.052 Diagnosis:9ccs219:Low birth wt:0.048 * Vital: Wt-avg3to5 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1316 | OR_unadj: 1.676 [1.282 2.190] | indivs AUC:0.597 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.220 Diagnosis:9ccs219:Low birth wt:-0.108 Newborn Diagnosis:9ccs222:Perint jaund:-0.085 Newborn Diagnosis:9ccs221:Resp distres:-0.080 Diagnosis:9ccs143:Abdom hernia:-0.078 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.076 Diagnosis:9ccs125:Bronchitis:0.076 Diagnosis:9ccs3:Oth bact inf:0.073 Newborn Diagnosis:9ccs200:Oth skin dx:-0.072 Diagnosis:9ccs238:Complic proc:-0.072 * Vital: Wt for Len Percentile-avg7to10 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1304 | OR_unadj: 2.608 [1.991 3.417] | indivs AUC:0.622 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.070 Diagnosis:9ccs200:Oth skin dx:-0.058 Diagnosis:9ccs217:Ot cong anom:-0.056 Diagnosis:9ccs222:Perint jaund:-0.052 Lab:297262 HEMOGLOBIN (HEMOCUE):0.050 Lab:292495 LEAD LEVEL - Sunrise:0.049 Diagnosis:9ccs256:Exam/eval:-0.047 Diagnosis:9ccs198:Ot infl skin:-0.047 Diagnosis:9ccs48:Thyroid dsor:-0.046 Diagnosis:9ccs92:Otitis media:0.044 * Vital: HC-avg10to13 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1158 | OR_unadj: 1.481 [1.134 1.934] | indivs AUC:0.587 Correlated most with: Diagnosis:9ccs147:Anal/rectal:0.054 Diagnosis:9ccs163:Other GU dx:0.053 Diagnosis:9ccs238:Complic proc:-0.052 Diagnosis:9ccs242:Poisn ot med:0.049 Diagnosis:9ccs90:Eye infectn:0.047 Diagnosis:9ccs92:Otitis media:0.044 Diagnosis:9ccs62:Coag/hemr dx:0.044 Diagnosis:9ccs205:Back problem:0.043 Number of Visits:0.041 Diagnosis:9ccs64:Ot hematl dx:0.041 Vital: BMI-gain13to19 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1431 | OR_unadj: 0.840 [0.643 1.097] | indivs AUC:0.566 Correlated most with: Diagnosis:9ccs163:Other GU dx:0.065 Diagnosis:9ccs141:Ot dx stomch:0.053 Diagnosis:9ccs7:Viral infect:0.048 Diagnosis:9ccs10:Immuniz/scrn:0.048 Number of Visits:0.046 Diagnosis:9ccs257:Ot aftercare:0.043 Diagnosis:9ccs161:Ot dx kidney:0.041 Diagnosis:9ccs133:Oth low resp:0.039 Diagnosis:9ccs122:Pneumonia:0.039 Diagnosis:9ccs96:Hrt valve dx:0.038 Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 491 | OR_unadj: 0.892 [0.662 1.202] | indivs AUC:0.481 Correlated most with: Newborn Diagnosis:9ccs224:Ot perint dx:1.000 Newborn Diagnosis:9ccs96:Hrt valve dx:0.129 Newborn Diagnosis:9ccs256:Exam/eval:0.127 Newborn Diagnosis:9ccs222:Perint jaund:0.105 Newborn Diagnosis:9ccs95:Oth nerv dx:0.085 Diagnosis:9ccs253:Allergy:-0.080 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.070 Newborn Diagnosis:9ccs253:Allergy:0.070 Newborn Diagnosis:9ccs200:Oth skin dx:0.060 Diagnosis:9ccs234:Crush injury:-0.056 * Vital: BMI-avg5to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1293 | OR_unadj: 2.167 [1.657 2.835] | indivs AUC:0.634 Correlated most with: Diagnosis:9ccs238:Complic proc:-0.089 Newborn Diagnosis:9ccs219:Low birth wt:-0.067 Diagnosis:9ccs219:Low birth wt:-0.059 Newborn Diagnosis:9ccs213:Cardiac anom:-0.054 Newborn Diagnosis:9ccs253:Allergy:-0.052 Diagnosis:9ccs92:Otitis media:0.051 Diagnosis:9ccs55:Fluid/elc dx:-0.050 Diagnosis:9ccs168:PID:0.048 Diagnosis:9ccs155:Other GI dx:-0.045 Diagnosis:9ccs113:Late eff CVD:-0.045 * Vital: BMI Percentile-avg19to24 | coef 0.003 95% CI: [0.000 , 0.006] | OR_adj 1.003 [1.000 1.006] | occ: 288 | OR_unadj: 1.640 [1.099 2.447] | indivs AUC:0.528 Correlated most with: Diagnosis:9ccs259:Unclassified:-0.113 Diagnosis:9ccs215:gu cong anom:0.066 Diagnosis:9ccs240:Burns:-0.063 Diagnosis:9ccs253:Allergy:0.063 Diagnosis:9ccs58:Ot nutrit dx:0.061 Diagnosis:9ccs136:Teeth dx:0.060 Diagnosis:9ccs137:Mouth dx:-0.059 Diagnosis:9ccs250:Nausea/vomit:-0.056 Diagnosis:9ccs48:Thyroid dsor:-0.056 Diagnosis:9ccs223:Birth trauma:-0.055 Vital: Ht-avg10to13 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1381 | OR_unadj: 1.307 [0.998 1.712] | indivs AUC:0.544 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.118 Diagnosis:9ccs238:Complic proc:-0.074 Diagnosis:9ccs64:Ot hematl dx:0.073 Diagnosis:9ccs208:Acq foot def:0.069 Diagnosis:9ccs2:Septicemia:0.067 Newborn Diagnosis:9ccs215:gu cong anom:0.061 Diagnosis:9ccs219:Low birth wt:-0.057 Diagnosis:9ccs128:Asthma:0.055 Diagnosis:9ccs223:Birth trauma:0.055 Diagnosis:9ccs0:No DX:0.054 Vital: Ht-gain1to5 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1420 | OR_unadj: 0.786 [0.598 1.035] | indivs AUC:0.479 Correlated most with: Number of Visits:0.163 Diagnosis:9ccs126:Ot up rsp in:0.103 Diagnosis:9ccs135:Intest infct:0.079 Diagnosis:9ccs154:Gastroent:-0.070 Diagnosis:9ccs239:Superfic inj:0.068 Diagnosis:9ccs257:Ot aftercare:0.067 Diagnosis:9ccs159:UTI:0.067 Diagnosis:9ccs7:Viral infect:0.065 Diagnosis:9ccs217:Ot cong anom:0.058 Diagnosis:9ccs92:Otitis media:0.056 Vital: HR-latest | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1010 | OR_unadj: 0.762 [0.553 1.050] | indivs AUC:0.540 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:0.112 Diagnosis:9ccs217:Ot cong anom:0.083 Newborn Diagnosis:9ccs256:Exam/eval:0.069 Diagnosis:9ccs47:Ot bnign neo:0.063 Diagnosis:9ccs122:Pneumonia:-0.063 Diagnosis:9ccs92:Otitis media:-0.060 Diagnosis:9ccs167:Breast dx:0.060 Diagnosis:9ccs128:Asthma:-0.057 Diagnosis:9ccs151:Oth liver dx:0.057 Newborn Diagnosis:9ccs222:Perint jaund:0.055 Vital: HC-gain10to16 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1222 | OR_unadj: 1.142 [0.874 1.492] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs256:Exam/eval:-0.077 Diagnosis:9ccs154:Gastroent:-0.070 Diagnosis:9ccs92:Otitis media:0.056 Diagnosis:9ccs48:Thyroid dsor:0.055 Diagnosis:9ccs250:Nausea/vomit:-0.055 Diagnosis:9ccs10:Immuniz/scrn:-0.054 Diagnosis:9ccs96:Hrt valve dx:-0.053 Diagnosis:9ccs64:Ot hematl dx:-0.050 Diagnosis:9ccs133:Oth low resp:-0.049 Diagnosis:9ccs200:Oth skin dx:-0.049 Vital: BMI-gain5to10 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1455 | OR_unadj: 1.104 [0.834 1.462] | indivs AUC:0.488 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.095 Diagnosis:9ccs256:Exam/eval:-0.062 Newborn Diagnosis:9ccs94:Other ear dx:-0.061 Diagnosis:9ccs200:Oth skin dx:-0.061 Diagnosis:9ccs89:Blindness:0.050 Diagnosis:9ccs223:Birth trauma:-0.049 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.048 Diagnosis:9ccs61:Sickle cell:-0.046 Diagnosis:9ccs136:Teeth dx:-0.046 Newborn Diagnosis:9ccs256:Exam/eval:-0.045 * Vital: HC-avg16to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 930 | OR_unadj: 1.811 [1.365 2.403] | indivs AUC:0.545 Correlated most with: Diagnosis:9ccs51:Ot endo dsor:-0.094 Diagnosis:9ccs204:Ot joint dx:-0.075 Diagnosis:9ccs253:Allergy:0.064 Diagnosis:9ccs59:Anemia:-0.060 Diagnosis:9ccs134:Ot uppr resp:0.060 Diagnosis:9ccs143:Abdom hernia:0.057 Diagnosis:9ccs90:Eye infectn:0.053 Diagnosis:9ccs92:Otitis media:0.053 Diagnosis:9ccs147:Anal/rectal:0.051 Newborn Diagnosis:9ccs200:Oth skin dx:-0.044 Vital: HC-gain1to5 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1346 | OR_unadj: 0.866 [0.657 1.140] | indivs AUC:0.519 Correlated most with: Number of Visits:0.099 Diagnosis:9ccs125:Bronchitis:0.091 Diagnosis:9ccs154:Gastroent:-0.089 Newborn Diagnosis:9ccs222:Perint jaund:0.077 Diagnosis:9ccs163:Other GU dx:0.076 Diagnosis:9ccs126:Ot up rsp in:0.075 Diagnosis:9ccs257:Ot aftercare:0.063 Diagnosis:9ccs7:Viral infect:0.062 Diagnosis:9ccs113:Late eff CVD:-0.059 Diagnosis:9ccs83:Epilepsy/cnv:-0.051 Vital: Ht-avg1to3 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1348 | OR_unadj: 0.914 [0.694 1.204] | indivs AUC:0.517 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.303 Diagnosis:9ccs219:Low birth wt:-0.175 Newborn Diagnosis:9ccs222:Perint jaund:-0.123 Diagnosis:9ccs143:Abdom hernia:-0.119 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117 Newborn Diagnosis:9ccs256:Exam/eval:-0.112 Newborn Diagnosis:9ccs94:Other ear dx:0.089 Newborn Diagnosis:9ccs253:Allergy:-0.079 Diagnosis:9ccs200:Oth skin dx:0.070 Newborn Diagnosis:9ccs221:Resp distres:-0.066 Vital: HC-gain5to10 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1305 | OR_unadj: 1.028 [0.772 1.370] | indivs AUC:0.434 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.079 Diagnosis:9ccs251:Abdomnl pain:-0.067 Diagnosis:9ccs234:Crush injury:-0.064 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.057 Diagnosis:9ccs8:Oth infectns:-0.054 Newborn Diagnosis:9ccs256:Exam/eval:-0.051 Diagnosis:9ccs92:Otitis media:0.050 Diagnosis:9ccs125:Bronchitis:0.049 Diagnosis:9ccs95:Oth nerv dx:-0.047 Diagnosis:9ccs222:Perint jaund:-0.044 * Vital: HC-avg7to10 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1133 | OR_unadj: 1.714 [1.288 2.282] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs213:Cardiac anom:0.068 Diagnosis:9ccs133:Oth low resp:-0.067 Diagnosis:9ccs123:Influenza:-0.058 Newborn Diagnosis:9ccs259:Unclassified:0.048 Diagnosis:9ccs159:UTI:-0.048 Diagnosis:9ccs92:Otitis media:0.043 Diagnosis:9ccs96:Hrt valve dx:0.041 Diagnosis:9ccs197:Skin infectn:-0.040 Diagnosis:9ccs74:Ot mentl cnd:-0.035 Diagnosis:9ccs137:Mouth dx:-0.034 Vital: HC-gain7to13 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1298 | OR_unadj: 1.240 [0.922 1.668] | indivs AUC:0.586 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.069 Diagnosis:9ccs251:Abdomnl pain:0.066 Diagnosis:9ccs211:Ot conn tiss:0.052 Newborn Diagnosis:9ccs223:Birth trauma:-0.049 Diagnosis:9ccs214:GI cong anom:-0.048 Lab:292495 LEAD LEVEL - Sunrise:-0.046 Diagnosis:9ccs51:Ot endo dsor:-0.045 Diagnosis:9ccs135:Intest infct:0.045 Diagnosis:9ccs222:Perint jaund:0.043 Diagnosis:9ccs96:Hrt valve dx:0.041 Vital: HC-gain13to19 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1080 | OR_unadj: 0.985 [0.755 1.286] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs128:Asthma:0.079 Newborn Diagnosis:9ccs223:Birth trauma:0.070 Diagnosis:9ccs96:Hrt valve dx:0.058 Diagnosis:9ccs10:Immuniz/scrn:0.055 Diagnosis:9ccs257:Ot aftercare:0.050 Diagnosis:9ccs243:Poisn nonmed:-0.049 Diagnosis:9ccs163:Other GU dx:0.048 Diagnosis:9ccs244:Other injury:0.046 Diagnosis:9ccs240:Burns:0.046 Diagnosis:9ccs122:Pneumonia:0.044 Vital: Ht-avg0to1 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1326 | OR_unadj: 0.954 [0.722 1.262] | indivs AUC:0.490 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.348 Diagnosis:9ccs219:Low birth wt:-0.204 Newborn Diagnosis:9ccs221:Resp distres:-0.162 Newborn Diagnosis:9ccs222:Perint jaund:-0.135 Newborn Diagnosis:9ccs256:Exam/eval:-0.126 Diagnosis:9ccs143:Abdom hernia:-0.112 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.103 Newborn Diagnosis:9ccs253:Allergy:-0.101 Diagnosis:9ccs200:Oth skin dx:0.079 Newborn Diagnosis:9ccs224:Ot perint dx:0.074 Vital: HC-avg3to5 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1129 | OR_unadj: 1.116 [0.845 1.474] | indivs AUC:0.490 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.133 Diagnosis:9ccs219:Low birth wt:-0.093 Newborn Diagnosis:9ccs94:Other ear dx:0.092 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.072 Newborn Diagnosis:9ccs256:Exam/eval:-0.069 Newborn Diagnosis:9ccs200:Oth skin dx:-0.064 Diagnosis:9ccs125:Bronchitis:0.061 Newborn Diagnosis:9ccs221:Resp distres:-0.053 Diagnosis:9ccs247:Lymph enlarg:0.053 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.052 Vital: HC-gain16to24 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1064 | OR_unadj: 0.868 [0.662 1.137] | indivs AUC:0.535 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.060 Diagnosis:9ccs209:Ot acq defor:0.056 Newborn Diagnosis:9ccs256:Exam/eval:-0.054 Diagnosis:9ccs214:GI cong anom:-0.049 Diagnosis:9ccs251:Abdomnl pain:-0.049 Diagnosis:9ccs95:Oth nerv dx:0.048 Diagnosis:9ccs140:Gastritis:0.048 Diagnosis:9ccs256:Exam/eval:-0.047 Diagnosis:9ccs213:Cardiac anom:-0.046 Diagnosis:9ccs239:Superfic inj:-0.045 * Vital: HC-avg5to7 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1123 | OR_unadj: 1.500 [1.143 1.967] | indivs AUC:0.535 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.118 Newborn Diagnosis:9ccs221:Resp distres:-0.085 Diagnosis:9ccs219:Low birth wt:-0.070 Diagnosis:9ccs147:Anal/rectal:0.061 Diagnosis:9ccs74:Ot mentl cnd:-0.060 Diagnosis:9ccs234:Crush injury:0.055 Diagnosis:9ccs257:Ot aftercare:0.053 Diagnosis:9ccs143:Abdom hernia:0.046 Newborn Diagnosis:9ccs256:Exam/eval:-0.043 Diagnosis:9ccs89:Blindness:0.043 Vital: Ht-gain3to7 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1405 | OR_unadj: 1.120 [0.858 1.461] | indivs AUC:0.523 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:-0.091 Diagnosis:9ccs240:Burns:-0.071 Diagnosis:9ccs113:Late eff CVD:0.069 Diagnosis:9ccs7:Viral infect:0.062 Diagnosis:9ccs92:Otitis media:0.060 Diagnosis:9ccs126:Ot up rsp in:0.057 Diagnosis:9ccs128:Asthma:0.056 Diagnosis:9ccs83:Epilepsy/cnv:0.055 Diagnosis:9ccs89:Blindness:-0.051 Diagnosis:9ccs238:Complic proc:0.049 * Vital: HC-avg13to16 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 990 | OR_unadj: 1.619 [1.234 2.125] | indivs AUC:0.603 Correlated most with: Diagnosis:9ccs92:Otitis media:0.056 Diagnosis:9ccs90:Eye infectn:0.056 Diagnosis:9ccs253:Allergy:0.053 Diagnosis:9ccs147:Anal/rectal:0.053 Diagnosis:9ccs251:Abdomnl pain:0.051 Diagnosis:9ccs223:Birth trauma:-0.046 Diagnosis:9ccs219:Low birth wt:-0.044 Diagnosis:9ccs151:Oth liver dx:-0.043 Diagnosis:9ccs238:Complic proc:-0.043 Diagnosis:9ccs95:Oth nerv dx:0.042 Vital: HC-avg0to1 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1191 | OR_unadj: 1.052 [0.803 1.378] | indivs AUC:0.538 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.256 Diagnosis:9ccs219:Low birth wt:-0.160 Newborn Diagnosis:9ccs256:Exam/eval:-0.107 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.091 Newborn Diagnosis:9ccs94:Other ear dx:0.089 Newborn Diagnosis:9ccs222:Perint jaund:-0.083 Diagnosis:9ccs63:Wht blood dx:-0.064 Diagnosis:9ccs197:Skin infectn:0.062 Diagnosis:9ccs222:Perint jaund:-0.061 Newborn Diagnosis:9ccs221:Resp distres:-0.061 Vital: Ht-avg7to10 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1332 | OR_unadj: 1.262 [0.963 1.654] | indivs AUC:0.531 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.129 Diagnosis:9ccs219:Low birth wt:-0.079 Diagnosis:9ccs238:Complic proc:-0.075 Newborn Diagnosis:9ccs224:Ot perint dx:0.069 Diagnosis:9ccs123:Influenza:0.066 Diagnosis:9ccs208:Acq foot def:0.066 Lab:323825 STREP SCREEN THROAT - Sunrise:0.066 Diagnosis:9ccs200:Oth skin dx:0.056 Diagnosis:9ccs216:Nerv cong an:-0.054 Diagnosis:9ccs74:Ot mentl cnd:-0.051 Vital: Ht-gain5to10 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1429 | OR_unadj: 1.097 [0.806 1.493] | indivs AUC:0.492 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.079 Diagnosis:9ccs89:Blindness:0.064 Newborn Diagnosis:9ccs94:Other ear dx:-0.062 Diagnosis:9ccs200:Oth skin dx:-0.057 Diagnosis:9ccs136:Teeth dx:-0.050 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.049 Diagnosis:9ccs256:Exam/eval:-0.048 Diagnosis:9ccs223:Birth trauma:-0.046 Newborn Diagnosis:9ccs256:Exam/eval:-0.045 Number of Visits:0.044 Vital: Ht-avg5to7 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1293 | OR_unadj: 1.103 [0.839 1.451] | indivs AUC:0.484 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.219 Newborn Diagnosis:9ccs221:Resp distres:-0.116 Newborn Diagnosis:9ccs222:Perint jaund:-0.087 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.085 Newborn Diagnosis:9ccs200:Oth skin dx:-0.084 Diagnosis:9ccs219:Low birth wt:-0.083 Diagnosis:9ccs124:Tonsillitis:0.072 Diagnosis:9ccs238:Complic proc:-0.071 Newborn Diagnosis:9ccs256:Exam/eval:-0.069 Lab:297262 HEMOGLOBIN (HEMOCUE):0.068 Vital: Ht-avg3to5 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1296 | OR_unadj: 0.876 [0.661 1.159] | indivs AUC:0.509 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.251 Newborn Diagnosis:9ccs221:Resp distres:-0.104 Diagnosis:9ccs219:Low birth wt:-0.099 Newborn Diagnosis:9ccs222:Perint jaund:-0.097 Newborn Diagnosis:9ccs256:Exam/eval:-0.091 Diagnosis:9ccs143:Abdom hernia:-0.083 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.077 Newborn Diagnosis:9ccs253:Allergy:-0.076 Newborn Diagnosis:9ccs200:Oth skin dx:-0.075 Newborn Diagnosis:9ccs213:Cardiac anom:-0.058 * Vital: Wt Change-avg19to24 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 880 | OR_unadj: 2.064 [1.510 2.823] | indivs AUC:0.612 Correlated most with: Number of Visits:-0.186 Diagnosis:9ccs92:Otitis media:-0.142 Diagnosis:9ccs126:Ot up rsp in:-0.126 Diagnosis:9ccs133:Oth low resp:-0.099 Diagnosis:9ccs125:Bronchitis:-0.085 Diagnosis:9ccs127:COPD:-0.080 Diagnosis:9ccs257:Ot aftercare:-0.078 Diagnosis:9ccs217:Ot cong anom:0.066 Diagnosis:9ccs7:Viral infect:-0.066 Diagnosis:9ccs135:Intest infct:-0.065 Vital: HC-gain3to7 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1310 | OR_unadj: 1.076 [0.825 1.404] | indivs AUC:0.578 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.075 Lab:292495 LEAD LEVEL - Sunrise:-0.071 Diagnosis:9ccs113:Late eff CVD:0.059 Diagnosis:9ccs240:Burns:-0.055 Diagnosis:9ccs8:Oth infectns:0.054 Newborn Diagnosis:9ccs222:Perint jaund:-0.054 Diagnosis:9ccs125:Bronchitis:-0.054 Diagnosis:9ccs89:Blindness:-0.050 Diagnosis:9ccs90:Eye infectn:0.050 Diagnosis:9ccs83:Epilepsy/cnv:0.048 Vital: HC-avg1to3 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1229 | OR_unadj: 0.920 [0.701 1.208] | indivs AUC:0.492 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.212 Diagnosis:9ccs219:Low birth wt:-0.111 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.099 Newborn Diagnosis:9ccs256:Exam/eval:-0.090 Newborn Diagnosis:9ccs221:Resp distres:-0.079 Newborn Diagnosis:9ccs253:Allergy:-0.077 Diagnosis:9ccs123:Influenza:0.077 Diagnosis:9ccs200:Oth skin dx:0.070 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.061 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.058 Vital: Wt Percentile-gain16to24 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 961 | OR_unadj: 1.048 [0.733 1.496] | indivs AUC:0.531 Correlated most with: Diagnosis:9ccs0:No DX:0.084 Diagnosis:9ccs74:Ot mentl cnd:0.077 Diagnosis:9ccs63:Wht blood dx:-0.065 Diagnosis:9ccs168:PID:-0.064 Diagnosis:9ccs61:Sickle cell:-0.063 Diagnosis:9ccs208:Acq foot def:-0.062 Diagnosis:9ccs257:Ot aftercare:-0.059 Newborn Diagnosis:9ccs224:Ot perint dx:-0.059 Lab:292495 LEAD LEVEL - Sunrise:0.054 Diagnosis:9ccs51:Ot endo dsor:-0.052 * Vital: Wt Percentile-gain0to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 906 | OR_unadj: 1.985 [1.512 2.606] | indivs AUC:0.707 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.101 Newborn Diagnosis:9ccs219:Low birth wt:-0.065 Diagnosis:9ccs89:Blindness:0.062 Diagnosis:9ccs253:Allergy:0.057 Diagnosis:9ccs215:gu cong anom:0.056 Diagnosis:9ccs76:Meningitis:0.055 Diagnosis:9ccs239:Superfic inj:0.054 Lab:297262 HEMOGLOBIN (HEMOCUE):0.053 Newborn Diagnosis:9ccs223:Birth trauma:0.053 Diagnosis:10ccs58:Ot nutrit dx:0.048 * Vital: Wt for Len Percentile-gain10to16 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1273 | OR_unadj: 1.672 [1.280 2.183] | indivs AUC:0.545 Correlated most with: Diagnosis:9ccs163:Other GU dx:-0.077 Diagnosis:9ccs92:Otitis media:0.060 Newborn Diagnosis:9ccs219:Low birth wt:0.056 Newborn Diagnosis:9ccs215:gu cong anom:-0.053 Diagnosis:9ccs175:Ot femal gen:-0.050 Newborn Diagnosis:9ccs253:Allergy:0.048 Number of Visits:0.048 Newborn Diagnosis:9ccs222:Perint jaund:0.048 Diagnosis:9ccs96:Hrt valve dx:-0.047 Diagnosis:9ccs239:Superfic inj:0.047 * Vital: Ht-avg13to16 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1287 | OR_unadj: 1.332 [1.019 1.741] | indivs AUC:0.515 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.120 Diagnosis:9ccs2:Septicemia:0.082 Diagnosis:9ccs58:Ot nutrit dx:-0.073 Diagnosis:9ccs238:Complic proc:-0.071 Diagnosis:9ccs222:Perint jaund:0.059 Newborn Diagnosis:9ccs221:Resp distres:-0.058 Lab:323825 STREP SCREEN THROAT - Sunrise:0.057 Diagnosis:10ccs58:Ot nutrit dx:0.055 Diagnosis:9ccs64:Ot hematl dx:0.055 Diagnosis:9ccs242:Poisn ot med:0.052 * Vital: Ht-avg16to19 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1265 | OR_unadj: 1.417 [1.082 1.855] | indivs AUC:0.507 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.120 Newborn Diagnosis:9ccs221:Resp distres:-0.072 Diagnosis:9ccs128:Asthma:0.067 Diagnosis:9ccs223:Birth trauma:0.067 Diagnosis:9ccs137:Mouth dx:0.066 Newborn Diagnosis:9ccs215:gu cong anom:0.064 Newborn Diagnosis:9ccs213:Cardiac anom:0.063 Diagnosis:9ccs205:Back problem:-0.060 Diagnosis:9ccs58:Ot nutrit dx:-0.055 Diagnosis:9ccs215:gu cong anom:0.055 * Vital: Wt Change-avg16to19 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 712 | OR_unadj: 1.794 [1.198 2.685] | indivs AUC:0.516 Correlated most with: Number of Visits:-0.238 Diagnosis:9ccs90:Eye infectn:-0.120 Diagnosis:9ccs257:Ot aftercare:-0.120 Diagnosis:9ccs10:Immuniz/scrn:-0.119 Diagnosis:9ccs135:Intest infct:-0.119 Diagnosis:9ccs126:Ot up rsp in:-0.116 Diagnosis:9ccs92:Otitis media:-0.111 Diagnosis:9ccs242:Poisn ot med:-0.100 Diagnosis:9ccs7:Viral infect:-0.099 Diagnosis:9ccs133:Oth low resp:-0.093 * Vital: Wt Change-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 979 | OR_unadj: 1.660 [1.219 2.259] | indivs AUC:0.608 Correlated most with: Number of Visits:-0.181 Diagnosis:9ccs126:Ot up rsp in:-0.138 Diagnosis:9ccs92:Otitis media:-0.120 Diagnosis:9ccs125:Bronchitis:-0.110 Diagnosis:9ccs133:Oth low resp:-0.082 Newborn Diagnosis:9ccs0:No DX:0.081 Diagnosis:9ccs135:Intest infct:-0.079 Diagnosis:9ccs257:Ot aftercare:-0.078 Diagnosis:9ccs7:Viral infect:-0.071 Diagnosis:9ccs198:Ot infl skin:-0.069 * Vital: Wt for Len Percentile-avg5to7 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 966 | OR_unadj: 1.961 [1.497 2.571] | indivs AUC:0.562 Correlated most with: Diagnosis:9ccs222:Perint jaund:-0.059 Diagnosis:9ccs217:Ot cong anom:-0.055 Diagnosis:9ccs213:Cardiac anom:-0.052 Diagnosis:9ccs125:Bronchitis:0.050 Diagnosis:9ccs211:Ot conn tiss:0.050 Diagnosis:9ccs133:Oth low resp:-0.046 Diagnosis:9ccs96:Hrt valve dx:-0.045 Diagnosis:9ccs59:Anemia:0.045 Diagnosis:9ccs215:gu cong anom:0.045 Diagnosis:9ccs92:Otitis media:0.042 Vital: Wt for Len Percentile-gain13to19 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1254 | OR_unadj: 1.030 [0.785 1.351] | indivs AUC:0.532 Correlated most with: Diagnosis:9ccs7:Viral infect:0.069 Diagnosis:9ccs163:Other GU dx:0.067 Number of Visits:0.059 Diagnosis:9ccs10:Immuniz/scrn:0.051 Diagnosis:9ccs91:Other eye dx:-0.046 Diagnosis:9ccs141:Ot dx stomch:0.044 Diagnosis:9ccs208:Acq foot def:0.044 Diagnosis:9ccs250:Nausea/vomit:0.043 Diagnosis:9ccs94:Other ear dx:0.041 Diagnosis:9ccs240:Burns:0.040 * Vital: Wt Percentile-avg10to13 | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 664 | OR_unadj: 1.806 [1.346 2.423] | indivs AUC:0.618 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.078 Diagnosis:9ccs208:Acq foot def:0.061 Diagnosis:9ccs89:Blindness:0.058 Diagnosis:9ccs48:Thyroid dsor:-0.055 Lab:294203 BILIRUBIN TOTAL - LMC:-0.054 Lab:323825 STREP SCREEN THROAT - Sunrise:0.054 Diagnosis:9ccs242:Poisn ot med:0.052 Diagnosis:9ccs204:Ot joint dx:0.050 Diagnosis:9ccs217:Ot cong anom:-0.050 Diagnosis:9ccs63:Wht blood dx:0.048 Vital: Wt Percentile-gain7to13 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 698 | OR_unadj: 1.247 [0.851 1.830] | indivs AUC:0.515 Correlated most with: Diagnosis:9ccs153:GI hemorrhag:-0.063 Diagnosis:9ccs124:Tonsillitis:0.060 Newborn Diagnosis:9ccs94:Other ear dx:-0.060 Diagnosis:9ccs239:Superfic inj:-0.056 Diagnosis:9ccs204:Ot joint dx:0.054 Diagnosis:9ccs258:Other screen:-0.053 Lab:292495 LEAD LEVEL - Sunrise:-0.053 Diagnosis:9ccs217:Ot cong anom:-0.051 Diagnosis:9ccs128:Asthma:0.048 Newborn Diagnosis:9ccs217:Ot cong anom:-0.047 Vital: Ht Percentile-gain16to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.554 Correlated most with: Diagnosis:9ccs0:No DX:0.102 Diagnosis:9ccs258:Other screen:-0.095 Diagnosis:9ccs51:Ot endo dsor:-0.076 Diagnosis:9ccs259:Unclassified:0.067 Newborn Diagnosis:9ccs224:Ot perint dx:-0.066 Diagnosis:9ccs213:Cardiac anom:-0.065 Lab:294203 BILIRUBIN TOTAL - LMC:-0.062 Diagnosis:9ccs8:Oth infectns:0.061 Diagnosis:9ccs168:PID:-0.061 Lab:292495 LEAD LEVEL - Sunrise:0.057 Vital: Wt for Length ZScore-avg0to1 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1309 | OR_unadj: 1.211 [0.926 1.584] | indivs AUC:0.579 Correlated most with: Diagnosis:9ccs219:Low birth wt:-0.096 Newborn Diagnosis:9ccs219:Low birth wt:-0.095 Diagnosis:10ccs58:Ot nutrit dx:0.069 Diagnosis:9ccs222:Perint jaund:-0.067 Newborn Diagnosis:9ccs224:Ot perint dx:0.064 Diagnosis:9ccs2603:E Codes: Fall:0.062 Newborn Diagnosis:9ccs256:Exam/eval:-0.057 Diagnosis:9ccs161:Ot dx kidney:0.054 Lab:294203 BILIRUBIN TOTAL - LMC:0.054 Diagnosis:9ccs117:Ot circul dx:-0.053 Vital: Wt for Length ZScore-gain0to3 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1309 | OR_unadj: 1.211 [0.926 1.584] | indivs AUC:0.579 Correlated most with: Diagnosis:9ccs219:Low birth wt:-0.096 Newborn Diagnosis:9ccs219:Low birth wt:-0.095 Diagnosis:10ccs58:Ot nutrit dx:0.069 Diagnosis:9ccs222:Perint jaund:-0.067 Newborn Diagnosis:9ccs224:Ot perint dx:0.064 Diagnosis:9ccs2603:E Codes: Fall:0.062 Newborn Diagnosis:9ccs256:Exam/eval:-0.057 Diagnosis:9ccs161:Ot dx kidney:0.054 Lab:294203 BILIRUBIN TOTAL - LMC:0.054 Diagnosis:9ccs117:Ot circul dx:-0.053 Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1611 | OR_unadj: 1.569 [0.777 3.170] | indivs AUC:0.512 Correlated most with: Newborn Diagnosis:9ccs10:Immuniz/scrn:1.000 Newborn Diagnosis:9ccs94:Other ear dx:0.316 Newborn Diagnosis:9ccs219:Low birth wt:-0.312 Newborn Diagnosis:9ccs259:Unclassified:-0.304 Newborn Diagnosis:9ccs0:No DX:-0.234 Newborn Diagnosis:9ccs256:Exam/eval:-0.206 Newborn Diagnosis:9ccs222:Perint jaund:-0.181 Newborn Diagnosis:9ccs221:Resp distres:-0.140 Diagnosis:9ccs219:Low birth wt:-0.123 Newborn Diagnosis:9ccs253:Allergy:-0.122 * Vital: Ht Percentile-latest | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1043 | OR_unadj: 1.325 [1.003 1.751] | indivs AUC:0.562 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.098 Diagnosis:9ccs89:Blindness:0.081 Diagnosis:9ccs128:Asthma:0.065 Lab:294203 BILIRUBIN TOTAL - LMC:-0.064 Newborn Diagnosis:9ccs215:gu cong anom:0.059 Newborn Diagnosis:9ccs200:Oth skin dx:-0.058 Diagnosis:9ccs2:Septicemia:0.054 Diagnosis:9ccs137:Mouth dx:0.052 Newborn Diagnosis:9ccs223:Birth trauma:0.050 Diagnosis:9ccs58:Ot nutrit dx:-0.048 * Vital: Wt for Len Percentile-gain3to7 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 947 | OR_unadj: 1.643 [1.240 2.177] | indivs AUC:0.541 Correlated most with: Diagnosis:9ccs155:Other GI dx:-0.100 Diagnosis:9ccs59:Anemia:0.062 Diagnosis:9ccs211:Ot conn tiss:0.058 Diagnosis:9ccs137:Mouth dx:0.058 Diagnosis:9ccs128:Asthma:0.054 Diagnosis:9ccs153:GI hemorrhag:-0.053 Diagnosis:9ccs140:Gastritis:-0.049 Newborn Diagnosis:9ccs213:Cardiac anom:-0.047 Diagnosis:9ccs217:Ot cong anom:-0.047 Diagnosis:9ccs212:Ot bone dx:-0.047 Vital: Ht-avg19to24 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1340 | OR_unadj: 1.266 [0.970 1.652] | indivs AUC:0.550 Correlated most with: Diagnosis:9ccs128:Asthma:0.088 Number of Visits:0.085 Newborn Diagnosis:9ccs219:Low birth wt:-0.084 Diagnosis:9ccs200:Oth skin dx:0.083 Diagnosis:9ccs64:Ot hematl dx:0.074 Diagnosis:9ccs259:Unclassified:0.068 Lab:323825 STREP SCREEN THROAT - Sunrise:0.067 Diagnosis:9ccs2603:E Codes: Fall:0.065 Newborn Diagnosis:9ccs200:Oth skin dx:-0.058 Diagnosis:9ccs137:Mouth dx:0.055 Vital: Ht-gain0to24 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1325 | OR_unadj: 1.215 [0.931 1.585] | indivs AUC:0.551 Correlated most with: Diagnosis:9ccs200:Oth skin dx:0.088 Newborn Diagnosis:9ccs219:Low birth wt:-0.087 Diagnosis:9ccs128:Asthma:0.083 Number of Visits:0.082 Diagnosis:9ccs64:Ot hematl dx:0.075 Diagnosis:9ccs259:Unclassified:0.072 Lab:323825 STREP SCREEN THROAT - Sunrise:0.067 Diagnosis:9ccs2603:E Codes: Fall:0.062 Diagnosis:9ccs137:Mouth dx:0.056 Diagnosis:9ccs134:Ot uppr resp:0.055 Newborn Diagnosis:9ccs222:Perint jaund | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 169 | OR_unadj: 1.244 [0.818 1.892] | indivs AUC:0.503 Correlated most with: Newborn Diagnosis:9ccs222:Perint jaund:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.264 Newborn Diagnosis:9ccs256:Exam/eval:0.192 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.181 Newborn Diagnosis:9ccs253:Allergy:0.154 Newborn Diagnosis:9ccs221:Resp distres:0.149 Diagnosis:9ccs219:Low birth wt:0.119 Diagnosis:9ccs222:Perint jaund:0.115 Newborn Diagnosis:9ccs224:Ot perint dx:0.105 Number of Visits:0.103 * Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1406 | OR_unadj: 0.719 [0.517 0.999] | indivs AUC:0.515 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:1.000 Diagnosis:9ccs255:Social admin:0.458 Diagnosis:9ccs126:Ot up rsp in:0.312 Number of Visits:0.277 Diagnosis:9ccs7:Viral infect:0.207 Diagnosis:9ccs257:Ot aftercare:0.194 Diagnosis:9ccs92:Otitis media:0.191 Diagnosis:9ccs253:Allergy:0.179 Diagnosis:9ccs135:Intest infct:0.147 Diagnosis:9ccs90:Eye infectn:0.143 * Vital: HC-avg19to24 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 917 | OR_unadj: 1.767 [1.333 2.341] | indivs AUC:0.534 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.119 Diagnosis:9ccs83:Epilepsy/cnv:-0.101 Diagnosis:9ccs90:Eye infectn:0.070 Diagnosis:9ccs94:Other ear dx:-0.063 Diagnosis:9ccs247:Lymph enlarg:0.062 Diagnosis:9ccs208:Acq foot def:-0.052 Diagnosis:9ccs253:Allergy:0.051 Diagnosis:9ccs238:Complic proc:-0.051 Diagnosis:9ccs89:Blindness:0.051 Diagnosis:9ccs205:Back problem:0.048 Vital: Ht Percentile-avg10to13 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 671 | OR_unadj: 1.232 [0.896 1.694] | indivs AUC:0.559 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.102 Diagnosis:9ccs89:Blindness:0.061 Diagnosis:10ccs58:Ot nutrit dx:0.059 Newborn Diagnosis:9ccs221:Resp distres:-0.055 Lab:323825 STREP SCREEN THROAT - Sunrise:0.052 Diagnosis:9ccs256:Exam/eval:0.051 Diagnosis:9ccs55:Fluid/elc dx:0.047 Diagnosis:9ccs135:Intest infct:0.046 Diagnosis:9ccs3:Oth bact inf:0.045 Diagnosis:9ccs59:Anemia:0.045 * Vital: RR-latest | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 725 | OR_unadj: 0.663 [0.457 0.960] | indivs AUC:0.444 Correlated most with: Diagnosis:9ccs151:Oth liver dx:0.128 Diagnosis:9ccs10:Immuniz/scrn:0.079 Diagnosis:9ccs257:Ot aftercare:0.074 Diagnosis:9ccs222:Perint jaund:0.073 Newborn Diagnosis:9ccs219:Low birth wt:0.070 Diagnosis:9ccs223:Birth trauma:0.066 Diagnosis:9ccs224:Ot perint dx:0.064 Diagnosis:9ccs128:Asthma:0.063 Diagnosis:9ccs92:Otitis media:-0.059 Diagnosis:9ccs96:Hrt valve dx:0.058 Vital: HR-avg7to10 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 420 | OR_unadj: 0.906 [0.585 1.403] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:0.089 Diagnosis:9ccs217:Ot cong anom:0.086 Diagnosis:9ccs125:Bronchitis:0.082 Diagnosis:9ccs257:Ot aftercare:0.064 Diagnosis:9ccs7:Viral infect:0.063 Diagnosis:9ccs76:Meningitis:-0.063 Diagnosis:9ccs58:Ot nutrit dx:-0.061 Diagnosis:9ccs140:Gastritis:0.061 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.060 Newborn Diagnosis:9ccs222:Perint jaund:0.059 * Vital: Wt Percentile-avg13to16 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 679 | OR_unadj: 1.935 [1.451 2.581] | indivs AUC:0.643 Correlated most with: Diagnosis:9ccs242:Poisn ot med:0.067 Diagnosis:9ccs89:Blindness:0.063 Diagnosis:9ccs204:Ot joint dx:0.059 Diagnosis:9ccs117:Ot circul dx:-0.054 Lab:323825 STREP SCREEN THROAT - Sunrise:0.053 Diagnosis:9ccs141:Ot dx stomch:-0.051 Newborn Diagnosis:9ccs200:Oth skin dx:-0.049 Newborn Diagnosis:9ccs219:Low birth wt:-0.049 Diagnosis:9ccs138:Esophgeal dx:0.048 Diagnosis:9ccs48:Thyroid dsor:-0.046 Vital: Ht Percentile-gain13to19 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 832 | OR_unadj: 0.955 [0.693 1.316] | indivs AUC:0.478 Correlated most with: Diagnosis:9ccs136:Teeth dx:-0.064 Diagnosis:9ccs163:Other GU dx:0.057 Diagnosis:9ccs208:Acq foot def:0.051 Diagnosis:9ccs211:Ot conn tiss:0.051 Newborn Diagnosis:9ccs215:gu cong anom:0.051 Diagnosis:9ccs125:Bronchitis:0.051 Diagnosis:9ccs143:Abdom hernia:-0.051 Diagnosis:9ccs161:Ot dx kidney:0.048 Diagnosis:9ccs257:Ot aftercare:0.048 Diagnosis:9ccs147:Anal/rectal:0.044 Vital: Ht Percentile-gain7to13 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 713 | OR_unadj: 1.104 [0.782 1.559] | indivs AUC:0.479 Correlated most with: Newborn Diagnosis:9ccs94:Other ear dx:-0.072 Diagnosis:9ccs217:Ot cong anom:-0.070 Diagnosis:9ccs124:Tonsillitis:0.066 Diagnosis:10ccs58:Ot nutrit dx:0.065 Diagnosis:9ccs219:Low birth wt:0.064 Diagnosis:9ccs143:Abdom hernia:0.060 Diagnosis:9ccs147:Anal/rectal:0.051 Diagnosis:9ccs74:Ot mentl cnd:0.050 Diagnosis:9ccs2:Septicemia:0.049 Diagnosis:9ccs2603:E Codes: Fall:0.049 Vital: HR-avg1to3 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 273 | OR_unadj: 0.877 [0.537 1.434] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs117:Ot circul dx:0.089 Diagnosis:9ccs259:Unclassified:0.080 Diagnosis:9ccs214:GI cong anom:-0.079 Diagnosis:9ccs167:Breast dx:0.072 Newborn Diagnosis:9ccs256:Exam/eval:0.072 Diagnosis:9ccs244:Other injury:0.063 Diagnosis:9ccs122:Pneumonia:-0.062 Newborn Diagnosis:9ccs219:Low birth wt:0.060 Diagnosis:9ccs10:Immuniz/scrn:0.057 Diagnosis:9ccs198:Ot infl skin:0.057 * Vital: Wt Percentile-gain13to19 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 826 | OR_unadj: 0.644 [0.432 0.961] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs0:No DX:0.079 Diagnosis:9ccs257:Ot aftercare:0.076 Diagnosis:9ccs91:Other eye dx:-0.063 Diagnosis:9ccs128:Asthma:0.056 Diagnosis:9ccs208:Acq foot def:0.055 Diagnosis:9ccs7:Viral infect:0.055 Number of Visits:0.052 Diagnosis:9ccs175:Ot femal gen:0.049 Diagnosis:9ccs161:Ot dx kidney:0.046 Diagnosis:9ccs239:Superfic inj:0.044 Vital: HR-avg16to19 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 364 | OR_unadj: 0.933 [0.582 1.496] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs240:Burns:0.086 Diagnosis:9ccs217:Ot cong anom:0.077 Diagnosis:9ccs161:Ot dx kidney:0.073 Diagnosis:9ccs63:Wht blood dx:0.071 Diagnosis:9ccs90:Eye infectn:0.071 Diagnosis:9ccs219:Low birth wt:0.070 Diagnosis:9ccs159:UTI:0.063 Diagnosis:9ccs91:Other eye dx:0.061 Diagnosis:9ccs251:Abdomnl pain:0.056 Diagnosis:9ccs10:Immuniz/scrn:0.054 * Vital: HC-gain0to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 903 | OR_unadj: 1.731 [1.303 2.298] | indivs AUC:0.539 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.120 Diagnosis:9ccs83:Epilepsy/cnv:-0.102 Diagnosis:9ccs90:Eye infectn:0.069 Diagnosis:9ccs94:Other ear dx:-0.066 Diagnosis:9ccs247:Lymph enlarg:0.058 Diagnosis:9ccs208:Acq foot def:-0.052 Diagnosis:9ccs89:Blindness:0.051 Diagnosis:9ccs238:Complic proc:-0.051 Diagnosis:9ccs253:Allergy:0.050 Diagnosis:9ccs205:Back problem:0.049 Vital: Wt Change-avg10to13 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 631 | OR_unadj: 1.185 [0.802 1.752] | indivs AUC:0.443 Correlated most with: Diagnosis:9ccs256:Exam/eval:0.095 Number of Visits:-0.083 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.078 Diagnosis:9ccs133:Oth low resp:-0.078 Diagnosis:9ccs136:Teeth dx:-0.078 Diagnosis:9ccs125:Bronchitis:-0.077 Diagnosis:9ccs96:Hrt valve dx:-0.070 Diagnosis:9ccs113:Late eff CVD:0.063 Diagnosis:9ccs128:Asthma:-0.063 Diagnosis:9ccs92:Otitis media:-0.062 * Newborn Diagnosis:9ccs256:Exam/eval | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 105 | OR_unadj: 1.637 [1.010 2.653] | indivs AUC:0.517 Correlated most with: Newborn Diagnosis:9ccs256:Exam/eval:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.306 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.206 Newborn Diagnosis:9ccs221:Resp distres:0.197 Newborn Diagnosis:9ccs222:Perint jaund:0.192 Diagnosis:9ccs219:Low birth wt:0.187 Newborn Diagnosis:9ccs224:Ot perint dx:0.127 Newborn Diagnosis:9ccs253:Allergy:0.108 Newborn Diagnosis:9ccs223:Birth trauma:0.089 Diagnosis:9ccs61:Sickle cell:0.082 * Vital: Wt Percentile-avg7to10 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 548 | OR_unadj: 1.684 [1.224 2.316] | indivs AUC:0.570 Correlated most with: Newborn Diagnosis:9ccs200:Oth skin dx:-0.080 Newborn Diagnosis:9ccs219:Low birth wt:-0.074 Diagnosis:9ccs208:Acq foot def:0.074 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.060 Diagnosis:9ccs90:Eye infectn:0.057 Diagnosis:9ccs89:Blindness:0.054 Lab:323825 STREP SCREEN THROAT - Sunrise:0.051 Diagnosis:9ccs259:Unclassified:-0.050 Diagnosis:9ccs117:Ot circul dx:-0.047 Diagnosis:9ccs242:Poisn ot med:0.046 Vital: Wt Change-avg13to16 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 654 | OR_unadj: 1.355 [0.943 1.946] | indivs AUC:0.524 Correlated most with: Number of Visits:-0.118 Diagnosis:9ccs126:Ot up rsp in:-0.089 Diagnosis:9ccs63:Wht blood dx:0.082 Diagnosis:9ccs155:Other GI dx:-0.082 Diagnosis:9ccs133:Oth low resp:-0.079 Newborn Diagnosis:9ccs221:Resp distres:0.078 Diagnosis:9ccs143:Abdom hernia:0.077 Diagnosis:9ccs125:Bronchitis:-0.073 Diagnosis:9ccs136:Teeth dx:-0.070 Diagnosis:9ccs92:Otitis media:-0.065 Vital: Wt Percentile-gain1to5 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 439 | OR_unadj: 1.179 [0.767 1.814] | indivs AUC:0.482 Correlated most with: Newborn Diagnosis:9ccs222:Perint jaund:0.067 Diagnosis:9ccs91:Other eye dx:0.063 Diagnosis:9ccs213:Cardiac anom:-0.062 Diagnosis:9ccs124:Tonsillitis:-0.061 Diagnosis:9ccs256:Exam/eval:0.056 Diagnosis:9ccs89:Blindness:0.049 Diagnosis:9ccs96:Hrt valve dx:-0.049 Diagnosis:9ccs242:Poisn ot med:0.045 Diagnosis:9ccs4:Mycoses:0.044 Diagnosis:9ccs122:Pneumonia:-0.042 Vital: Ht Percentile-gain1to5 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 465 | OR_unadj: 0.736 [0.477 1.135] | indivs AUC:0.478 Correlated most with: Diagnosis:9ccs242:Poisn ot med:0.066 Diagnosis:9ccs140:Gastritis:-0.061 Diagnosis:9ccs48:Thyroid dsor:-0.060 Diagnosis:9ccs96:Hrt valve dx:-0.058 Newborn Diagnosis:9ccs222:Perint jaund:0.056 Diagnosis:9ccs213:Cardiac anom:-0.051 Diagnosis:9ccs47:Ot bnign neo:-0.048 Diagnosis:9ccs151:Oth liver dx:-0.042 Diagnosis:9ccs163:Other GU dx:0.042 Diagnosis:9ccs224:Ot perint dx:-0.041 Vital: Ht Percentile-gain10to16 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 768 | OR_unadj: 0.941 [0.680 1.302] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs125:Bronchitis:-0.077 Lab:295669 BILIRUBIN DIRECT - LMC:-0.069 Diagnosis:9ccs0:No DX:0.063 Diagnosis:9ccs96:Hrt valve dx:-0.062 Diagnosis:9ccs223:Birth trauma:-0.053 Diagnosis:9ccs2:Septicemia:-0.051 Lab:292495 LEAD LEVEL - Sunrise:0.048 Newborn Diagnosis:9ccs213:Cardiac anom:-0.047 Diagnosis:9ccs208:Acq foot def:-0.046 Diagnosis:9ccs213:Cardiac anom:-0.045 Diagnosis:9ccs126:Ot up rsp in | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1234 | OR_unadj: 1.180 [0.868 1.604] | indivs AUC:0.541 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:1.000 Number of Visits:0.430 Diagnosis:9ccs255:Social admin:0.355 Diagnosis:9ccs92:Otitis media:0.337 Diagnosis:9ccs10:Immuniz/scrn:0.312 Diagnosis:9ccs7:Viral infect:0.236 Diagnosis:9ccs257:Ot aftercare:0.228 Diagnosis:9ccs90:Eye infectn:0.191 Diagnosis:9ccs135:Intest infct:0.190 Diagnosis:9ccs133:Oth low resp:0.167 Vital: HR-avg13to16 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 363 | OR_unadj: 1.048 [0.669 1.642] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs140:Gastritis:0.111 Diagnosis:9ccs240:Burns:0.076 Diagnosis:9ccs168:PID:0.074 Diagnosis:9ccs10:Immuniz/scrn:0.068 Diagnosis:9ccs163:Other GU dx:0.068 Diagnosis:9ccs257:Ot aftercare:0.065 Diagnosis:9ccs159:UTI:0.062 Diagnosis:9ccs234:Crush injury:0.055 Newborn Diagnosis:9ccs221:Resp distres:0.053 Diagnosis:9ccs96:Hrt valve dx:0.053 * Vital: Ht Percentile-gain0to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 899 | OR_unadj: 1.356 [1.016 1.808] | indivs AUC:0.595 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.083 Diagnosis:9ccs89:Blindness:0.078 Diagnosis:9ccs128:Asthma:0.077 Lab:294203 BILIRUBIN TOTAL - LMC:-0.064 Lab:323825 STREP SCREEN THROAT - Sunrise:0.062 Diagnosis:9ccs64:Ot hematl dx:0.061 Newborn Diagnosis:9ccs215:gu cong anom:0.055 Diagnosis:9ccs137:Mouth dx:0.055 Diagnosis:9ccs76:Meningitis:0.054 Diagnosis:9ccs2:Septicemia:0.052 Diagnosis:9ccs253:Allergy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 840 | OR_unadj: 0.970 [0.744 1.266] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs253:Allergy:1.000 Number of Visits:0.271 Diagnosis:9ccs255:Social admin:0.212 Diagnosis:9ccs200:Oth skin dx:0.201 Diagnosis:9ccs10:Immuniz/scrn:0.179 Diagnosis:9ccs4:Mycoses:0.177 Diagnosis:9ccs126:Ot up rsp in:0.157 Diagnosis:9ccs257:Ot aftercare:0.157 Diagnosis:9ccs7:Viral infect:0.155 Diagnosis:9ccs239:Superfic inj:0.139 Vital: Wt Percentile-gain10to16 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 753 | OR_unadj: 0.793 [0.556 1.132] | indivs AUC:0.490 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.067 Diagnosis:9ccs213:Cardiac anom:-0.062 Diagnosis:9ccs0:No DX:0.062 Diagnosis:9ccs96:Hrt valve dx:-0.054 Lab:294203 BILIRUBIN TOTAL - LMC:0.048 Diagnosis:9ccs137:Mouth dx:-0.048 Diagnosis:9ccs197:Skin infectn:0.044 Diagnosis:9ccs61:Sickle cell:-0.042 Diagnosis:9ccs92:Otitis media:0.041 Diagnosis:9ccs151:Oth liver dx:0.039 Vital: BMI Percentile-latest | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 258 | OR_unadj: 1.431 [0.924 2.214] | indivs AUC:0.525 Correlated most with: Diagnosis:9ccs259:Unclassified:-0.114 Diagnosis:9ccs58:Ot nutrit dx:0.081 Diagnosis:9ccs215:gu cong anom:0.070 Diagnosis:9ccs137:Mouth dx:-0.069 Diagnosis:9ccs240:Burns:-0.068 Diagnosis:9ccs250:Nausea/vomit:-0.062 Diagnosis:9ccs253:Allergy:0.059 Diagnosis:9ccs48:Thyroid dsor:-0.058 Diagnosis:9ccs256:Exam/eval:0.058 Diagnosis:9ccs238:Complic proc:-0.054 Vital: BMI Percentile-gain0to24 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 241 | OR_unadj: 1.517 [0.978 2.352] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs259:Unclassified:-0.114 Diagnosis:9ccs58:Ot nutrit dx:0.073 Diagnosis:9ccs215:gu cong anom:0.072 Diagnosis:9ccs240:Burns:-0.071 Diagnosis:9ccs250:Nausea/vomit:-0.069 Diagnosis:9ccs48:Thyroid dsor:-0.063 Diagnosis:9ccs137:Mouth dx:-0.061 Diagnosis:9ccs238:Complic proc:-0.058 Diagnosis:9ccs256:Exam/eval:0.055 Lab:323825 STREP SCREEN THROAT - Sunrise:0.053 Vital: BMI Percentile-gain16to24 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 241 | OR_unadj: 1.517 [0.978 2.352] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs259:Unclassified:-0.114 Diagnosis:9ccs58:Ot nutrit dx:0.073 Diagnosis:9ccs215:gu cong anom:0.072 Diagnosis:9ccs240:Burns:-0.071 Diagnosis:9ccs250:Nausea/vomit:-0.069 Diagnosis:9ccs48:Thyroid dsor:-0.063 Diagnosis:9ccs137:Mouth dx:-0.061 Diagnosis:9ccs238:Complic proc:-0.058 Diagnosis:9ccs256:Exam/eval:0.055 Lab:323825 STREP SCREEN THROAT - Sunrise:0.053 * Vital: Ht Percentile-avg19to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 916 | OR_unadj: 1.365 [1.025 1.817] | indivs AUC:0.591 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.091 Diagnosis:9ccs128:Asthma:0.079 Diagnosis:9ccs89:Blindness:0.079 Lab:294203 BILIRUBIN TOTAL - LMC:-0.066 Lab:323825 STREP SCREEN THROAT - Sunrise:0.061 Diagnosis:9ccs64:Ot hematl dx:0.061 Newborn Diagnosis:9ccs215:gu cong anom:0.056 Lab:297262 HEMOGLOBIN (HEMOCUE):0.053 Diagnosis:9ccs2:Septicemia:0.052 Diagnosis:9ccs242:Poisn ot med:0.049 Vital: Ht Percentile-avg16to19 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 749 | OR_unadj: 1.248 [0.920 1.693] | indivs AUC:0.505 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:0.081 Newborn Diagnosis:9ccs219:Low birth wt:-0.078 Diagnosis:9ccs128:Asthma:0.071 Diagnosis:9ccs89:Blindness:0.064 Diagnosis:9ccs51:Ot endo dsor:0.060 Newborn Diagnosis:9ccs215:gu cong anom:0.060 Lab:297262 HEMOGLOBIN (HEMOCUE):0.058 Diagnosis:9ccs147:Anal/rectal:0.058 Newborn Diagnosis:9ccs221:Resp distres:-0.053 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.052 Vital: Ht Percentile-gain5to10 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 606 | OR_unadj: 0.842 [0.579 1.225] | indivs AUC:0.463 Correlated most with: Diagnosis:9ccs89:Blindness:0.063 Diagnosis:9ccs214:GI cong anom:0.059 Diagnosis:9ccs167:Breast dx:-0.059 Diagnosis:9ccs113:Late eff CVD:-0.053 Diagnosis:9ccs211:Ot conn tiss:-0.050 Diagnosis:9ccs247:Lymph enlarg:0.050 Lab:295669 BILIRUBIN DIRECT - LMC:0.049 Diagnosis:9ccs63:Wht blood dx:-0.048 Diagnosis:9ccs143:Abdom hernia:-0.046 Diagnosis:9ccs153:GI hemorrhag:0.046 Vital: RR-avg19to24 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 166 | OR_unadj: 0.936 [0.487 1.798] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs123:Influenza:0.137 Diagnosis:9ccs59:Anemia:0.100 Diagnosis:9ccs89:Blindness:0.069 Diagnosis:9ccs168:PID:0.053 Diagnosis:9ccs151:Oth liver dx:0.052 Lab:294203 BILIRUBIN TOTAL - LMC:-0.050 Diagnosis:9ccs222:Perint jaund:0.047 Diagnosis:9ccs141:Ot dx stomch:-0.045 Diagnosis:9ccs200:Oth skin dx:-0.043 Diagnosis:9ccs133:Oth low resp:0.041 Newborn Diagnosis:9ccs219:Low birth wt | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 102 | OR_unadj: 1.051 [0.606 1.824] | indivs AUC:0.494 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:1.000 Diagnosis:9ccs219:Low birth wt:0.413 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.312 Newborn Diagnosis:9ccs256:Exam/eval:0.306 Newborn Diagnosis:9ccs221:Resp distres:0.272 Newborn Diagnosis:9ccs222:Perint jaund:0.264 Newborn Diagnosis:9ccs253:Allergy:0.240 Diagnosis:9ccs74:Ot mentl cnd:0.126 Newborn Diagnosis:9ccs94:Other ear dx:-0.120 Diagnosis:9ccs143:Abdom hernia:0.104 Diagnosis:9ccs257:Ot aftercare | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 730 | OR_unadj: 0.962 [0.735 1.259] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs257:Ot aftercare:1.000 Number of Visits:0.325 Diagnosis:9ccs126:Ot up rsp in:0.228 Diagnosis:9ccs92:Otitis media:0.226 Diagnosis:9ccs125:Bronchitis:0.216 Diagnosis:9ccs10:Immuniz/scrn:0.194 Diagnosis:9ccs255:Social admin:0.190 Diagnosis:9ccs7:Viral infect:0.169 Diagnosis:9ccs253:Allergy:0.157 Diagnosis:9ccs128:Asthma:0.152 Vital: Ht Percentile-avg13to16 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 688 | OR_unadj: 1.313 [0.962 1.791] | indivs AUC:0.508 Correlated most with: Diagnosis:10ccs58:Ot nutrit dx:0.089 Lab:323825 STREP SCREEN THROAT - Sunrise:0.084 Newborn Diagnosis:9ccs219:Low birth wt:-0.082 Newborn Diagnosis:9ccs221:Resp distres:-0.071 Diagnosis:9ccs242:Poisn ot med:0.066 Diagnosis:9ccs2603:E Codes: Fall:0.060 Diagnosis:9ccs90:Eye infectn:0.058 Newborn Diagnosis:9ccs200:Oth skin dx:-0.057 Newborn Diagnosis:9ccs224:Ot perint dx:0.053 Diagnosis:9ccs167:Breast dx:-0.050 Diagnosis:9ccs7:Viral infect | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 718 | OR_unadj: 0.855 [0.651 1.122] | indivs AUC:0.467 Correlated most with: Diagnosis:9ccs7:Viral infect:1.000 Number of Visits:0.408 Diagnosis:9ccs126:Ot up rsp in:0.236 Diagnosis:9ccs10:Immuniz/scrn:0.207 Diagnosis:9ccs90:Eye infectn:0.205 Diagnosis:9ccs255:Social admin:0.187 Diagnosis:9ccs133:Oth low resp:0.182 Diagnosis:9ccs92:Otitis media:0.174 Diagnosis:9ccs257:Ot aftercare:0.169 Diagnosis:9ccs125:Bronchitis:0.159 Vital: HR-avg19to24 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 442 | OR_unadj: 0.945 [0.614 1.454] | indivs AUC:0.567 Correlated most with: Diagnosis:9ccs213:Cardiac anom:-0.072 Diagnosis:9ccs10:Immuniz/scrn:0.060 Diagnosis:10ccs58:Ot nutrit dx:-0.060 Diagnosis:9ccs251:Abdomnl pain:0.055 Diagnosis:9ccs151:Oth liver dx:0.054 Diagnosis:9ccs3:Oth bact inf:0.052 Diagnosis:9ccs96:Hrt valve dx:-0.052 Newborn Diagnosis:9ccs256:Exam/eval:0.051 Diagnosis:9ccs212:Ot bone dx:0.050 Diagnosis:9ccs113:Late eff CVD:0.049 Diagnosis:9ccs92:Otitis media | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 737 | OR_unadj: 1.137 [0.871 1.485] | indivs AUC:0.553 Correlated most with: Diagnosis:9ccs92:Otitis media:1.000 Number of Visits:0.408 Diagnosis:9ccs126:Ot up rsp in:0.337 Diagnosis:9ccs90:Eye infectn:0.231 Diagnosis:9ccs125:Bronchitis:0.228 Diagnosis:9ccs257:Ot aftercare:0.226 Diagnosis:9ccs255:Social admin:0.192 Diagnosis:9ccs10:Immuniz/scrn:0.191 Diagnosis:9ccs135:Intest infct:0.183 Diagnosis:9ccs7:Viral infect:0.174 Vital: Ht Percentile-gain3to7 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 513 | OR_unadj: 0.862 [0.579 1.284] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs92:Otitis media:0.085 Diagnosis:9ccs136:Teeth dx:0.069 Diagnosis:9ccs74:Ot mentl cnd:0.066 Diagnosis:9ccs113:Late eff CVD:0.062 Diagnosis:9ccs161:Ot dx kidney:0.061 Diagnosis:9ccs59:Anemia:0.060 Diagnosis:9ccs125:Bronchitis:0.058 Diagnosis:9ccs213:Cardiac anom:0.056 Diagnosis:9ccs124:Tonsillitis:0.051 Diagnosis:9ccs126:Ot up rsp in:0.048 Vital: Ht Percentile-avg7to10 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 564 | OR_unadj: 1.079 [0.760 1.532] | indivs AUC:0.530 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.104 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.086 Newborn Diagnosis:9ccs221:Resp distres:-0.066 Diagnosis:9ccs167:Breast dx:-0.064 Newborn Diagnosis:9ccs200:Oth skin dx:-0.062 Diagnosis:9ccs168:PID:0.059 Diagnosis:9ccs208:Acq foot def:0.057 Diagnosis:9ccs89:Blindness:0.053 Lab:323825 STREP SCREEN THROAT - Sunrise:0.051 Diagnosis:9ccs74:Ot mentl cnd:-0.049 Vital: Wt Percentile-gain5to10 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 582 | OR_unadj: 1.002 [0.659 1.525] | indivs AUC:0.473 Correlated most with: Newborn Diagnosis:9ccs253:Allergy:0.068 Diagnosis:9ccs89:Blindness:0.068 Lab:292495 LEAD LEVEL - Sunrise:0.062 Diagnosis:9ccs211:Ot conn tiss:-0.059 Diagnosis:9ccs244:Other injury:0.056 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.055 Diagnosis:9ccs92:Otitis media:0.055 Diagnosis:9ccs214:GI cong anom:0.054 Diagnosis:9ccs138:Esophgeal dx:0.048 Diagnosis:9ccs198:Ot infl skin:-0.047 Vital: HR-avg10to13 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 403 | OR_unadj: 1.043 [0.671 1.621] | indivs AUC:0.460 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:0.088 Diagnosis:9ccs212:Ot bone dx:0.069 Diagnosis:9ccs7:Viral infect:0.061 Diagnosis:9ccs117:Ot circul dx:0.055 Diagnosis:9ccs251:Abdomnl pain:0.055 Diagnosis:9ccs167:Breast dx:0.053 Diagnosis:9ccs140:Gastritis:0.047 Newborn Diagnosis:9ccs217:Ot cong anom:0.047 Newborn Diagnosis:9ccs96:Hrt valve dx:0.045 Lab:292495 LEAD LEVEL - Sunrise:0.044 Newborn Diagnosis:9ccs94:Other ear dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1642 | OR_unadj: 1.497 [0.635 3.528] | indivs AUC:0.509 Correlated most with: Newborn Diagnosis:9ccs94:Other ear dx:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.316 Newborn Diagnosis:9ccs0:No DX:-0.294 Newborn Diagnosis:9ccs219:Low birth wt:-0.120 Newborn Diagnosis:9ccs253:Allergy:-0.115 Newborn Diagnosis:9ccs222:Perint jaund:-0.071 Newborn Diagnosis:9ccs256:Exam/eval:-0.062 Diagnosis:9ccs219:Low birth wt:-0.058 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.056 Diagnosis:9ccs94:Other ear dx:-0.055 Diagnosis:9ccs197:Skin infectn | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 171 | OR_unadj: 1.339 [0.889 2.017] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs197:Skin infectn:1.000 Number of Visits:0.102 Diagnosis:9ccs92:Otitis media:0.090 Diagnosis:9ccs136:Teeth dx:0.088 Diagnosis:9ccs137:Mouth dx:0.083 Diagnosis:9ccs239:Superfic inj:0.080 Diagnosis:9ccs2:Septicemia:0.079 Diagnosis:9ccs90:Eye infectn:0.077 Diagnosis:9ccs255:Social admin:0.075 Diagnosis:9ccs7:Viral infect:0.074 * Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 461 | OR_unadj: 0.717 [0.522 0.985] | indivs AUC:0.465 Correlated most with: Diagnosis:9ccs200:Oth skin dx:1.000 Number of Visits:0.231 Diagnosis:9ccs253:Allergy:0.201 Diagnosis:9ccs155:Other GI dx:0.168 Diagnosis:9ccs7:Viral infect:0.158 Diagnosis:9ccs256:Exam/eval:0.140 Diagnosis:9ccs239:Superfic inj:0.138 Diagnosis:9ccs126:Ot up rsp in:0.119 Diagnosis:9ccs255:Social admin:0.113 Diagnosis:9ccs10:Immuniz/scrn:0.106 Vital: Wt Percentile-gain3to7 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 491 | OR_unadj: 0.943 [0.621 1.433] | indivs AUC:0.527 Correlated most with: Diagnosis:9ccs92:Otitis media:0.077 Diagnosis:9ccs257:Ot aftercare:0.061 Diagnosis:9ccs89:Blindness:-0.060 Diagnosis:9ccs147:Anal/rectal:-0.056 Diagnosis:9ccs125:Bronchitis:0.056 Diagnosis:9ccs161:Ot dx kidney:0.056 Diagnosis:9ccs124:Tonsillitis:0.055 Diagnosis:9ccs258:Other screen:-0.054 Lab:294203 BILIRUBIN TOTAL - LMC:-0.050 Diagnosis:9ccs122:Pneumonia:0.049 Vital: Ht Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 415 | OR_unadj: 0.745 [0.479 1.157] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.097 Diagnosis:9ccs61:Sickle cell:-0.068 Newborn Diagnosis:9ccs253:Allergy:-0.067 Diagnosis:9ccs175:Ot femal gen:0.066 Diagnosis:9ccs168:PID:0.065 Diagnosis:9ccs96:Hrt valve dx:-0.065 Newborn Diagnosis:9ccs200:Oth skin dx:-0.064 Diagnosis:9ccs242:Poisn ot med:0.052 Diagnosis:9ccs258:Other screen:0.049 Diagnosis:9ccs74:Ot mentl cnd:-0.048 Vital: Wt Change-avg7to10 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 515 | OR_unadj: 0.986 [0.640 1.520] | indivs AUC:0.446 Correlated most with: Diagnosis:9ccs47:Ot bnign neo:0.073 Diagnosis:9ccs256:Exam/eval:0.069 Diagnosis:9ccs125:Bronchitis:-0.065 Diagnosis:9ccs259:Unclassified:-0.057 Newborn Diagnosis:9ccs200:Oth skin dx:0.053 Newborn Diagnosis:9ccs215:gu cong anom:0.051 Newborn Diagnosis:9ccs0:No DX:0.051 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.048 Diagnosis:9ccs222:Perint jaund:0.048 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.045 Diagnosis:9ccs4:Mycoses | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 178 | OR_unadj: 0.912 [0.584 1.423] | indivs AUC:0.473 Correlated most with: Diagnosis:9ccs4:Mycoses:1.000 Diagnosis:9ccs253:Allergy:0.177 Number of Visits:0.151 Diagnosis:9ccs200:Oth skin dx:0.102 Diagnosis:9ccs7:Viral infect:0.077 Diagnosis:9ccs256:Exam/eval:0.076 Diagnosis:9ccs126:Ot up rsp in:0.072 Diagnosis:9ccs197:Skin infectn:0.071 Diagnosis:9ccs255:Social admin:0.068 Diagnosis:9ccs239:Superfic inj:0.068 Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 446 | OR_unadj: 0.796 [0.581 1.090] | indivs AUC:0.428 Correlated most with: Diagnosis:9ccs155:Other GI dx:1.000 Number of Visits:0.304 Diagnosis:9ccs200:Oth skin dx:0.168 Diagnosis:9ccs7:Viral infect:0.153 Diagnosis:9ccs126:Ot up rsp in:0.144 Diagnosis:9ccs239:Superfic inj:0.136 Diagnosis:9ccs10:Immuniz/scrn:0.130 Diagnosis:9ccs250:Nausea/vomit:0.124 Diagnosis:9ccs133:Oth low resp:0.116 Diagnosis:9ccs91:Other eye dx:0.113 Vital: Ht Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 390 | OR_unadj: 0.716 [0.445 1.152] | indivs AUC:0.420 Correlated most with: Diagnosis:9ccs95:Oth nerv dx:-0.060 Diagnosis:9ccs122:Pneumonia:0.055 Diagnosis:9ccs200:Oth skin dx:0.051 Diagnosis:9ccs161:Ot dx kidney:0.050 Diagnosis:9ccs89:Blindness:0.048 Diagnosis:9ccs113:Late eff CVD:0.047 Diagnosis:9ccs47:Ot bnign neo:0.043 Diagnosis:9ccs48:Thyroid dsor:0.042 Lab:323825 STREP SCREEN THROAT - Sunrise:0.041 Diagnosis:9ccs175:Ot femal gen:0.040 Vital: Wt Change-avg3to5 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 376 | OR_unadj: 1.188 [0.778 1.816] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs140:Gastritis:-0.075 Diagnosis:9ccs242:Poisn ot med:-0.066 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.065 Diagnosis:9ccs143:Abdom hernia:0.060 Diagnosis:9ccs198:Ot infl skin:-0.058 Diagnosis:9ccs250:Nausea/vomit:-0.056 Diagnosis:9ccs209:Ot acq defor:0.055 Diagnosis:9ccs59:Anemia:-0.053 Diagnosis:9ccs138:Esophgeal dx:-0.053 Number of Visits:-0.051 Vital: RR-avg7to10 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 231 | OR_unadj: 0.785 [0.423 1.459] | indivs AUC:0.514 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:0.128 Diagnosis:9ccs125:Bronchitis:0.117 Diagnosis:9ccs257:Ot aftercare:0.095 Diagnosis:9ccs90:Eye infectn:0.083 Diagnosis:9ccs7:Viral infect:0.081 Diagnosis:9ccs247:Lymph enlarg:0.073 Diagnosis:9ccs133:Oth low resp:0.062 Diagnosis:9ccs134:Ot uppr resp:0.061 Lab:323825 STREP SCREEN THROAT - Sunrise:0.061 MatDeliveryAge:0.058 * Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 160 | OR_unadj: 1.600 [1.067 2.397] | indivs AUC:0.527 Correlated most with: Diagnosis:9ccs58:Ot nutrit dx:1.000 Number of Visits:0.140 Diagnosis:9ccs74:Ot mentl cnd:0.102 Lab:294203 BILIRUBIN TOTAL - LMC:0.092 Diagnosis:9ccs256:Exam/eval:0.090 Diagnosis:9ccs253:Allergy:0.088 Diagnosis:9ccs155:Other GI dx:0.087 Diagnosis:9ccs134:Ot uppr resp:0.085 Diagnosis:9ccs250:Nausea/vomit:0.078 Diagnosis:9ccs257:Ot aftercare:0.074 Vital: Ht Percentile-avg5to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 465 | OR_unadj: 1.007 [0.684 1.483] | indivs AUC:0.524 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.108 Newborn Diagnosis:9ccs200:Oth skin dx:-0.081 Newborn Diagnosis:9ccs221:Resp distres:-0.069 Diagnosis:9ccs63:Wht blood dx:0.065 Diagnosis:9ccs222:Perint jaund:0.062 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.060 Diagnosis:9ccs140:Gastritis:-0.058 Diagnosis:9ccs208:Acq foot def:0.058 Diagnosis:9ccs125:Bronchitis:0.056 Number of Visits:0.055 Diagnosis:9ccs135:Intest infct | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 394 | OR_unadj: 1.151 [0.847 1.565] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs135:Intest infct:1.000 Number of Visits:0.310 Diagnosis:9ccs126:Ot up rsp in:0.190 Diagnosis:9ccs92:Otitis media:0.183 Diagnosis:9ccs7:Viral infect:0.156 Diagnosis:9ccs10:Immuniz/scrn:0.147 Diagnosis:9ccs125:Bronchitis:0.131 Diagnosis:9ccs253:Allergy:0.129 Diagnosis:9ccs255:Social admin:0.124 Diagnosis:9ccs257:Ot aftercare:0.120 * Vital: Wt Percentile-avg5to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 447 | OR_unadj: 1.467 [1.036 2.078] | indivs AUC:0.563 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.091 Diagnosis:9ccs208:Acq foot def:0.086 Diagnosis:9ccs217:Ot cong anom:-0.077 Newborn Diagnosis:9ccs200:Oth skin dx:-0.075 Diagnosis:9ccs117:Ot circul dx:-0.069 Diagnosis:9ccs242:Poisn ot med:0.067 Diagnosis:9ccs92:Otitis media:0.065 Newborn Diagnosis:9ccs221:Resp distres:-0.064 Diagnosis:9ccs48:Thyroid dsor:-0.060 Diagnosis:9ccs168:PID:0.058 Vital: Wt Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 372 | OR_unadj: 0.999 [0.638 1.563] | indivs AUC:0.490 Correlated most with: Diagnosis:9ccs127:COPD:0.074 Diagnosis:9ccs253:Allergy:0.068 Diagnosis:9ccs122:Pneumonia:0.066 Diagnosis:10ccs58:Ot nutrit dx:0.066 Diagnosis:9ccs58:Ot nutrit dx:-0.061 Diagnosis:9ccs2603:E Codes: Fall:0.058 Diagnosis:9ccs211:Ot conn tiss:0.056 Diagnosis:9ccs128:Asthma:0.051 Newborn Diagnosis:9ccs224:Ot perint dx:-0.049 Diagnosis:9ccs92:Otitis media:0.048 Vital: RR-avg16to19 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 154 | OR_unadj: 1.347 [0.768 2.362] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs240:Burns:0.091 Diagnosis:9ccs125:Bronchitis:0.057 Diagnosis:9ccs95:Oth nerv dx:-0.053 Diagnosis:9ccs239:Superfic inj:0.051 Diagnosis:9ccs2:Septicemia:0.051 Diagnosis:9ccs133:Oth low resp:0.050 Diagnosis:9ccs123:Influenza:0.049 Diagnosis:9ccs197:Skin infectn:0.041 Newborn Diagnosis:9ccs224:Ot perint dx:-0.040 Diagnosis:9ccs214:GI cong anom:-0.040 Vital: Wt for Len Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 228 | OR_unadj: 1.556 [0.962 2.517] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs136:Teeth dx:0.067 Diagnosis:9ccs155:Other GI dx:0.066 Newborn Diagnosis:9ccs217:Ot cong anom:-0.063 Diagnosis:9ccs127:COPD:-0.058 Diagnosis:9ccs48:Thyroid dsor:-0.052 Diagnosis:9ccs4:Mycoses:0.050 Diagnosis:9ccs128:Asthma:-0.049 Diagnosis:9ccs223:Birth trauma:0.048 Diagnosis:9ccs124:Tonsillitis:0.045 Diagnosis:9ccs259:Unclassified:0.045 Diagnosis:9ccs239:Superfic inj | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 152 | OR_unadj: 0.949 [0.591 1.522] | indivs AUC:0.469 Correlated most with: Diagnosis:9ccs239:Superfic inj:1.000 Number of Visits:0.203 Diagnosis:9ccs253:Allergy:0.139 Diagnosis:9ccs200:Oth skin dx:0.138 Diagnosis:9ccs155:Other GI dx:0.136 Diagnosis:9ccs256:Exam/eval:0.120 Diagnosis:9ccs126:Ot up rsp in:0.114 Diagnosis:9ccs133:Oth low resp:0.112 Diagnosis:9ccs7:Viral infect:0.107 Diagnosis:9ccs214:GI cong anom:0.097 Diagnosis:9ccs90:Eye infectn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 400 | OR_unadj: 1.181 [0.871 1.601] | indivs AUC:0.560 Correlated most with: Diagnosis:9ccs90:Eye infectn:1.000 Number of Visits:0.286 Diagnosis:9ccs92:Otitis media:0.231 Diagnosis:9ccs7:Viral infect:0.205 Diagnosis:9ccs126:Ot up rsp in:0.191 Diagnosis:9ccs10:Immuniz/scrn:0.143 Diagnosis:9ccs125:Bronchitis:0.129 Diagnosis:9ccs255:Social admin:0.125 Diagnosis:9ccs133:Oth low resp:0.117 Diagnosis:9ccs135:Intest infct:0.112 Diagnosis:9ccs125:Bronchitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 394 | OR_unadj: 0.939 [0.683 1.292] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs125:Bronchitis:1.000 Number of Visits:0.248 Diagnosis:9ccs128:Asthma:0.241 Diagnosis:9ccs92:Otitis media:0.228 Diagnosis:9ccs257:Ot aftercare:0.216 Diagnosis:9ccs126:Ot up rsp in:0.165 Diagnosis:9ccs122:Pneumonia:0.164 Diagnosis:9ccs7:Viral infect:0.159 Diagnosis:9ccs133:Oth low resp:0.156 Diagnosis:9ccs135:Intest infct:0.131 Vital: HR-avg5to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 274 | OR_unadj: 0.881 [0.526 1.476] | indivs AUC:0.533 Correlated most with: Newborn Diagnosis:9ccs94:Other ear dx:-0.077 Newborn Diagnosis:9ccs221:Resp distres:0.075 Diagnosis:9ccs125:Bronchitis:0.073 Diagnosis:9ccs244:Other injury:0.068 Diagnosis:9ccs135:Intest infct:0.068 Diagnosis:9ccs10:Immuniz/scrn:0.065 Number of Visits:0.065 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.063 Diagnosis:9ccs128:Asthma:0.062 Diagnosis:9ccs90:Eye infectn:0.059 Vital: Ht Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 375 | OR_unadj: 0.643 [0.396 1.043] | indivs AUC:0.469 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.107 Newborn Diagnosis:9ccs200:Oth skin dx:-0.076 Diagnosis:9ccs208:Acq foot def:0.072 Diagnosis:9ccs168:PID:0.066 Diagnosis:9ccs8:Oth infectns:0.066 Diagnosis:9ccs224:Ot perint dx:0.063 Diagnosis:9ccs211:Ot conn tiss:0.061 Diagnosis:9ccs200:Oth skin dx:0.058 Diagnosis:9ccs51:Ot endo dsor:0.055 Diagnosis:9ccs219:Low birth wt:-0.052 Vital: Wt Change-avg5to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 420 | OR_unadj: 0.968 [0.619 1.514] | indivs AUC:0.474 Correlated most with: Diagnosis:9ccs124:Tonsillitis:-0.068 Diagnosis:9ccs47:Ot bnign neo:0.065 Diagnosis:9ccs208:Acq foot def:0.059 Lab:295669 BILIRUBIN DIRECT - LMC:0.054 Diagnosis:9ccs243:Poisn nonmed:-0.053 Diagnosis:9ccs136:Teeth dx:-0.052 Diagnosis:9ccs151:Oth liver dx:0.051 Diagnosis:9ccs258:Other screen:0.046 Diagnosis:9ccs92:Otitis media:-0.045 Diagnosis:9ccs197:Skin infectn:-0.044 * Diagnosis:9ccs222:Perint jaund | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 174 | OR_unadj: 0.582 [0.346 0.978] | indivs AUC:0.466 Correlated most with: Diagnosis:9ccs222:Perint jaund:1.000 Diagnosis:9ccs151:Oth liver dx:0.187 Lab:294203 BILIRUBIN TOTAL - LMC:-0.151 Newborn Diagnosis:9ccs222:Perint jaund:0.115 Diagnosis:9ccs155:Other GI dx:0.090 Diagnosis:9ccs257:Ot aftercare:0.087 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.077 Diagnosis:9ccs154:Gastroent:0.075 Diagnosis:9ccs242:Poisn ot med:0.069 Diagnosis:9ccs250:Nausea/vomit:0.069 Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 10 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs3:Oth bact inf:1.000 Number of Visits:0.094 Diagnosis:9ccs159:UTI:0.085 Diagnosis:9ccs200:Oth skin dx:0.074 Diagnosis:9ccs257:Ot aftercare:0.073 Diagnosis:9ccs92:Otitis media:0.057 Diagnosis:9ccs154:Gastroent:0.056 Diagnosis:9ccs250:Nausea/vomit:0.051 Diagnosis:9ccs125:Bronchitis:0.049 Diagnosis:9ccs124:Tonsillitis:0.047 Vital: RR-avg10to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 215 | OR_unadj: 1.323 [0.778 2.248] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs128:Asthma:0.108 Diagnosis:9ccs48:Thyroid dsor:0.088 Diagnosis:9ccs10:Immuniz/scrn:0.083 Diagnosis:9ccs234:Crush injury:0.073 Diagnosis:9ccs7:Viral infect:0.071 Lab:323825 STREP SCREEN THROAT - Sunrise:0.047 Number of Visits:0.045 Diagnosis:9ccs223:Birth trauma:0.044 Diagnosis:9ccs257:Ot aftercare:0.042 Diagnosis:9ccs147:Anal/rectal:0.041 Vital: HR-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 209 | OR_unadj: 0.618 [0.317 1.205] | indivs AUC:0.448 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:-0.137 Newborn Diagnosis:9ccs253:Allergy:0.094 Diagnosis:9ccs224:Ot perint dx:0.052 Lab:295669 BILIRUBIN DIRECT - LMC:-0.051 Diagnosis:9ccs175:Ot femal gen:-0.050 Diagnosis:9ccs151:Oth liver dx:-0.050 Diagnosis:9ccs91:Other eye dx:0.049 Diagnosis:9ccs96:Hrt valve dx:0.049 Diagnosis:9ccs76:Meningitis:-0.047 Diagnosis:9ccs10:Immuniz/scrn:0.045 Newborn Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs213:Cardiac anom:0.330 Diagnosis:9ccs96:Hrt valve dx:0.181 Newborn Diagnosis:9ccs200:Oth skin dx:0.089 Diagnosis:9ccs59:Anemia:0.084 Newborn Diagnosis:9ccs221:Resp distres:0.082 Newborn Diagnosis:9ccs253:Allergy:0.072 Diagnosis:9ccs212:Ot bone dx:0.065 Diagnosis:9ccs91:Other eye dx:0.059 Newborn Diagnosis:9ccs96:Hrt valve dx:0.059 * Vital: Wt Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 408 | OR_unadj: 1.512 [1.054 2.171] | indivs AUC:0.532 Correlated most with: Diagnosis:9ccs117:Ot circul dx:-0.095 Newborn Diagnosis:9ccs200:Oth skin dx:-0.094 Newborn Diagnosis:9ccs219:Low birth wt:-0.089 Diagnosis:9ccs242:Poisn ot med:0.079 Diagnosis:9ccs217:Ot cong anom:-0.074 Diagnosis:9ccs61:Sickle cell:-0.069 Diagnosis:9ccs208:Acq foot def:0.067 Diagnosis:9ccs256:Exam/eval:0.057 Diagnosis:9ccs90:Eye infectn:0.055 Diagnosis:9ccs96:Hrt valve dx:-0.052 Vital: Wt Change-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 329 | OR_unadj: 1.015 [0.648 1.588] | indivs AUC:0.511 Correlated most with: Lab:295669 BILIRUBIN DIRECT - LMC:0.088 Diagnosis:9ccs147:Anal/rectal:0.073 Diagnosis:9ccs117:Ot circul dx:-0.067 Newborn Diagnosis:9ccs223:Birth trauma:-0.065 Diagnosis:9ccs124:Tonsillitis:0.061 Diagnosis:9ccs211:Ot conn tiss:0.048 Diagnosis:9ccs4:Mycoses:-0.046 Diagnosis:9ccs198:Ot infl skin:-0.044 Diagnosis:9ccs168:PID:0.042 Diagnosis:9ccs61:Sickle cell:-0.040 Vital: RR-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 144 | OR_unadj: 0.813 [0.383 1.729] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs128:Asthma:0.103 Diagnosis:9ccs219:Low birth wt:0.083 Diagnosis:9ccs0:No DX:0.066 Diagnosis:9ccs125:Bronchitis:0.061 Diagnosis:9ccs90:Eye infectn:0.059 Diagnosis:9ccs223:Birth trauma:0.056 Diagnosis:9ccs127:COPD:0.054 Diagnosis:9ccs153:GI hemorrhag:0.054 Diagnosis:9ccs10:Immuniz/scrn:0.051 Number of Visits:0.050 Vital: RR-avg13to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 163 | OR_unadj: 0.770 [0.363 1.632] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.100 Diagnosis:9ccs141:Ot dx stomch:-0.093 Diagnosis:9ccs257:Ot aftercare:0.068 Diagnosis:9ccs113:Late eff CVD:-0.060 Diagnosis:9ccs128:Asthma:0.058 Diagnosis:9ccs247:Lymph enlarg:0.057 Diagnosis:9ccs95:Oth nerv dx:-0.056 Diagnosis:9ccs91:Other eye dx:0.051 Newborn Diagnosis:9ccs224:Ot perint dx:-0.046 Diagnosis:9ccs135:Intest infct:0.043 Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 135 | OR_unadj: 0.978 [0.596 1.604] | indivs AUC:0.528 Correlated most with: Diagnosis:9ccs59:Anemia:1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.165 Diagnosis:9ccs122:Pneumonia:0.103 Diagnosis:9ccs159:UTI:0.096 Diagnosis:9ccs243:Poisn nonmed:0.091 Number of Visits:0.090 Diagnosis:9ccs92:Otitis media:0.090 Diagnosis:9ccs10:Immuniz/scrn:0.088 Newborn Diagnosis:9ccs213:Cardiac anom:0.084 Diagnosis:9ccs126:Ot up rsp in:0.078 Vital: HR-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 237 | OR_unadj: 0.904 [0.524 1.561] | indivs AUC:0.523 Correlated most with: Newborn Diagnosis:9ccs256:Exam/eval:0.091 Diagnosis:9ccs167:Breast dx:0.081 MatDeliveryAge:0.068 Newborn Diagnosis:9ccs221:Resp distres:0.067 Diagnosis:9ccs161:Ot dx kidney:0.066 Newborn Diagnosis:9ccs223:Birth trauma:-0.064 Diagnosis:9ccs74:Ot mentl cnd:-0.061 Diagnosis:9ccs7:Viral infect:0.054 Newborn Diagnosis:9ccs215:gu cong anom:0.054 Newborn Diagnosis:9ccs219:Low birth wt:0.051 Diagnosis:9ccs198:Ot infl skin | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 195 | OR_unadj: 0.769 [0.490 1.205] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs198:Ot infl skin:1.000 Diagnosis:9ccs253:Allergy:0.131 Diagnosis:9ccs200:Oth skin dx:0.104 Diagnosis:9ccs94:Other ear dx:0.084 Diagnosis:9ccs133:Oth low resp:0.084 Number of Visits:0.083 Diagnosis:9ccs211:Ot conn tiss:0.081 Diagnosis:9ccs61:Sickle cell:0.075 Diagnosis:9ccs257:Ot aftercare:0.075 Diagnosis:9ccs259:Unclassified:0.074 Diagnosis:9ccs74:Ot mentl cnd | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 146 | OR_unadj: 1.311 [0.844 2.037] | indivs AUC:0.543 Correlated most with: Diagnosis:9ccs74:Ot mentl cnd:1.000 Diagnosis:9ccs95:Oth nerv dx:0.195 Diagnosis:9ccs113:Late eff CVD:0.180 Number of Visits:0.177 Newborn Diagnosis:9ccs219:Low birth wt:0.126 Diagnosis:9ccs159:UTI:0.115 Diagnosis:9ccs94:Other ear dx:0.111 Diagnosis:9ccs58:Ot nutrit dx:0.102 Diagnosis:9ccs238:Complic proc:0.100 Diagnosis:9ccs217:Ot cong anom:0.099 Newborn Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.411 [0.298 6.685] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs253:Allergy:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.240 Newborn Diagnosis:9ccs221:Resp distres:0.220 Newborn Diagnosis:9ccs222:Perint jaund:0.154 Diagnosis:9ccs215:gu cong anom:0.152 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.122 Newborn Diagnosis:9ccs94:Other ear dx:-0.115 Newborn Diagnosis:9ccs256:Exam/eval:0.108 Diagnosis:9ccs64:Ot hematl dx:0.107 Diagnosis:9ccs205:Back problem:0.085 Newborn Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 1.025 [0.477 2.203] | indivs AUC:0.481 Correlated most with: Newborn Diagnosis:9ccs217:Ot cong anom:1.000 Diagnosis:9ccs211:Ot conn tiss:0.107 Diagnosis:9ccs217:Ot cong anom:0.090 Diagnosis:9ccs147:Anal/rectal:0.089 Newborn Diagnosis:9ccs253:Allergy:0.076 Diagnosis:9ccs208:Acq foot def:0.071 Diagnosis:9ccs205:Back problem:0.067 Newborn Diagnosis:9ccs222:Perint jaund:0.067 Diagnosis:9ccs127:COPD:0.060 Newborn Diagnosis:9ccs96:Hrt valve dx:0.059 Vital: Ht Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 307 | OR_unadj: 0.763 [0.457 1.274] | indivs AUC:0.527 Correlated most with: Diagnosis:9ccs211:Ot conn tiss:0.085 Newborn Diagnosis:9ccs200:Oth skin dx:-0.084 Newborn Diagnosis:9ccs219:Low birth wt:-0.074 Lab:294203 BILIRUBIN TOTAL - LMC:-0.074 Diagnosis:9ccs140:Gastritis:0.066 Diagnosis:9ccs168:PID:0.060 Diagnosis:9ccs208:Acq foot def:0.060 Diagnosis:9ccs224:Ot perint dx:0.059 Diagnosis:9ccs8:Oth infectns:0.055 Diagnosis:9ccs94:Other ear dx:0.052 * Vital: RR-avg5to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 164 | OR_unadj: 0.339 [0.136 0.845] | indivs AUC:0.492 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.128 Number of Visits:0.095 Diagnosis:9ccs10:Immuniz/scrn:0.092 Diagnosis:9ccs135:Intest infct:0.068 Diagnosis:9ccs0:No DX:0.065 Diagnosis:9ccs128:Asthma:0.062 Diagnosis:9ccs91:Other eye dx:0.061 Diagnosis:9ccs209:Ot acq defor:-0.060 Diagnosis:9ccs124:Tonsillitis:0.054 Diagnosis:9ccs257:Ot aftercare:0.053 Vital: Wt for Len Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 223 | OR_unadj: 1.424 [0.856 2.368] | indivs AUC:0.512 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:-0.094 Newborn Diagnosis:9ccs253:Allergy:-0.084 Diagnosis:9ccs4:Mycoses:0.060 Diagnosis:9ccs215:gu cong anom:-0.058 Diagnosis:9ccs134:Ot uppr resp:0.056 Diagnosis:9ccs136:Teeth dx:0.055 Diagnosis:9ccs223:Birth trauma:0.053 Diagnosis:9ccs259:Unclassified:0.053 Diagnosis:9ccs124:Tonsillitis:0.048 Diagnosis:9ccs90:Eye infectn:-0.047 Newborn Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs0:No DX:1.000 Newborn Diagnosis:9ccs94:Other ear dx:-0.294 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.234 Diagnosis:9ccs214:GI cong anom:0.125 Diagnosis:9ccs209:Ot acq defor:0.075 Diagnosis:9ccs2603:E Codes: Fall:0.071 Diagnosis:9ccs126:Ot up rsp in:-0.040 Diagnosis:9ccs255:Social admin:-0.038 Newborn Diagnosis:9ccs224:Ot perint dx:-0.035 Diagnosis:9ccs253:Allergy:0.033 Vital: RR-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 162 | OR_unadj: 1.250 [0.715 2.185] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs250:Nausea/vomit:-0.097 Newborn Diagnosis:9ccs219:Low birth wt:0.092 Diagnosis:9ccs74:Ot mentl cnd:0.089 Diagnosis:9ccs153:GI hemorrhag:0.084 Newborn Diagnosis:9ccs259:Unclassified:0.072 Diagnosis:9ccs143:Abdom hernia:-0.070 Diagnosis:9ccs8:Oth infectns:-0.069 Diagnosis:9ccs7:Viral infect:0.067 Diagnosis:9ccs219:Low birth wt:0.066 Lab:323825 STREP SCREEN THROAT - Sunrise:0.062 Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 155 | OR_unadj: 0.872 [0.539 1.410] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.525 Diagnosis:9ccs117:Ot circul dx:0.230 Newborn Diagnosis:9ccs96:Hrt valve dx:0.220 Newborn Diagnosis:9ccs213:Cardiac anom:0.181 Diagnosis:9ccs259:Unclassified:0.096 Diagnosis:9ccs10:Immuniz/scrn:0.090 Diagnosis:9ccs257:Ot aftercare:0.088 Number of Visits:0.077 Diagnosis:9ccs205:Back problem:0.071 Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 116 | OR_unadj: 1.341 [0.705 2.553] | indivs AUC:0.522 Correlated most with: Lab:295669 BILIRUBIN DIRECT - LMC:1.000 Lab:294203 BILIRUBIN TOTAL - LMC:0.191 Diagnosis:9ccs234:Crush injury:-0.085 Diagnosis:9ccs140:Gastritis:-0.082 Diagnosis:9ccs223:Birth trauma:0.079 Diagnosis:9ccs76:Meningitis:-0.072 Diagnosis:9ccs61:Sickle cell:0.070 Diagnosis:9ccs113:Late eff CVD:0.060 Diagnosis:9ccs151:Oth liver dx:0.058 Diagnosis:9ccs224:Ot perint dx:-0.058 Vital: Wt Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 305 | OR_unadj: 0.948 [0.596 1.507] | indivs AUC:0.535 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.097 Newborn Diagnosis:9ccs200:Oth skin dx:-0.078 Newborn Diagnosis:9ccs224:Ot perint dx:0.072 Diagnosis:9ccs163:Other GU dx:0.055 Diagnosis:9ccs51:Ot endo dsor:-0.054 Newborn Diagnosis:9ccs256:Exam/eval:-0.053 Diagnosis:9ccs244:Other injury:-0.051 Diagnosis:9ccs209:Ot acq defor:-0.051 Diagnosis:9ccs208:Acq foot def:0.051 Diagnosis:9ccs64:Ot hematl dx:0.051 Vital: Wt Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 358 | OR_unadj: 1.211 [0.811 1.809] | indivs AUC:0.584 Correlated most with: Diagnosis:9ccs117:Ot circul dx:-0.117 Newborn Diagnosis:9ccs219:Low birth wt:-0.111 Newborn Diagnosis:9ccs200:Oth skin dx:-0.087 Diagnosis:9ccs217:Ot cong anom:-0.068 Diagnosis:9ccs208:Acq foot def:0.063 Diagnosis:9ccs2603:E Codes: Fall:0.061 Diagnosis:9ccs211:Ot conn tiss:0.051 Diagnosis:9ccs209:Ot acq defor:-0.049 Lab:323825 STREP SCREEN THROAT - Sunrise:0.049 Diagnosis:9ccs122:Pneumonia:0.048 Diagnosis:9ccs113:Late eff CVD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 1.437 [0.830 2.488] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs113:Late eff CVD:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.180 Diagnosis:9ccs94:Other ear dx:0.141 Diagnosis:9ccs83:Epilepsy/cnv:0.113 Number of Visits:0.098 Diagnosis:9ccs155:Other GI dx:0.072 Newborn Diagnosis:9ccs96:Hrt valve dx:0.069 Diagnosis:9ccs95:Oth nerv dx:0.068 Lab:295669 BILIRUBIN DIRECT - LMC:0.060 Diagnosis:9ccs126:Ot up rsp in:0.056 Diagnosis:9ccs244:Other injury | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.363 [0.696 2.667] | indivs AUC:0.512 Correlated most with: Diagnosis:9ccs244:Other injury:1.000 Number of Visits:0.151 Diagnosis:9ccs163:Other GU dx:0.101 Diagnosis:9ccs2603:E Codes: Fall:0.092 Diagnosis:9ccs135:Intest infct:0.091 Diagnosis:9ccs155:Other GI dx:0.089 Diagnosis:9ccs126:Ot up rsp in:0.085 Diagnosis:9ccs125:Bronchitis:0.083 Diagnosis:10ccs58:Ot nutrit dx:0.073 Diagnosis:9ccs89:Blindness:0.069 Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 140 | OR_unadj: 0.818 [0.490 1.368] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs91:Other eye dx:1.000 Diagnosis:9ccs89:Blindness:0.284 Diagnosis:9ccs217:Ot cong anom:0.181 Number of Visits:0.151 Diagnosis:9ccs155:Other GI dx:0.113 Diagnosis:9ccs90:Eye infectn:0.101 Diagnosis:9ccs10:Immuniz/scrn:0.086 Diagnosis:9ccs253:Allergy:0.080 Diagnosis:9ccs239:Superfic inj:0.079 Diagnosis:9ccs200:Oth skin dx:0.077 Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 1.277 [0.612 2.665] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs143:Abdom hernia:1.000 Diagnosis:9ccs95:Oth nerv dx:0.131 Newborn Diagnosis:9ccs219:Low birth wt:0.104 Diagnosis:9ccs219:Low birth wt:0.093 Diagnosis:9ccs215:gu cong anom:0.092 Diagnosis:9ccs63:Wht blood dx:0.091 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.088 Diagnosis:9ccs257:Ot aftercare:0.071 Newborn Diagnosis:9ccs96:Hrt valve dx:0.062 Diagnosis:9ccs140:Gastritis:0.062 Diagnosis:9ccs134:Ot uppr resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 127 | OR_unadj: 1.126 [0.691 1.835] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:1.000 Number of Visits:0.199 Diagnosis:9ccs62:Coag/hemr dx:0.150 Diagnosis:9ccs133:Oth low resp:0.134 Diagnosis:9ccs126:Ot up rsp in:0.114 Diagnosis:9ccs90:Eye infectn:0.095 Diagnosis:9ccs123:Influenza:0.093 Diagnosis:9ccs58:Ot nutrit dx:0.085 Diagnosis:9ccs259:Unclassified:0.077 Diagnosis:9ccs94:Other ear dx:0.073 Vital: RR-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 140 | OR_unadj: 0.974 [0.474 2.002] | indivs AUC:0.496 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:-0.086 Diagnosis:9ccs224:Ot perint dx:0.079 Diagnosis:9ccs175:Ot femal gen:-0.064 Diagnosis:9ccs143:Abdom hernia:-0.049 Diagnosis:9ccs126:Ot up rsp in:-0.044 Diagnosis:9ccs10:Immuniz/scrn:0.041 Diagnosis:9ccs74:Ot mentl cnd:-0.040 Diagnosis:9ccs219:Low birth wt:0.038 Newborn Diagnosis:9ccs222:Perint jaund:-0.037 Diagnosis:9ccs215:gu cong anom:-0.036 Diagnosis:9ccs122:Pneumonia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 123 | OR_unadj: 1.174 [0.719 1.916] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs122:Pneumonia:1.000 Number of Visits:0.235 Diagnosis:9ccs128:Asthma:0.211 Diagnosis:9ccs125:Bronchitis:0.164 Diagnosis:9ccs133:Oth low resp:0.161 Diagnosis:9ccs127:COPD:0.147 Diagnosis:9ccs92:Otitis media:0.145 Diagnosis:9ccs126:Ot up rsp in:0.115 Diagnosis:9ccs59:Anemia:0.103 Diagnosis:9ccs90:Eye infectn:0.091 Vital: Wt Change-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 223 | OR_unadj: 0.616 [0.325 1.165] | indivs AUC:0.504 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:0.107 Diagnosis:9ccs151:Oth liver dx:-0.084 Diagnosis:9ccs214:GI cong anom:0.070 Diagnosis:9ccs222:Perint jaund:-0.068 Diagnosis:9ccs168:PID:-0.061 Newborn Diagnosis:9ccs96:Hrt valve dx:0.059 Diagnosis:9ccs76:Meningitis:0.054 Diagnosis:9ccs154:Gastroent:-0.052 Diagnosis:9ccs134:Ot uppr resp:-0.050 Diagnosis:9ccs224:Ot perint dx:-0.049 Newborn Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 74 | OR_unadj: 1.095 [0.581 2.061] | indivs AUC:0.506 Correlated most with: Newborn Diagnosis:9ccs259:Unclassified:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.304 MatDeliveryAge:0.105 Newborn Diagnosis:9ccs222:Perint jaund:0.093 Newborn Diagnosis:9ccs219:Low birth wt:0.080 Diagnosis:9ccs147:Anal/rectal:0.069 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.066 Diagnosis:9ccs125:Bronchitis:0.054 Diagnosis:9ccs212:Ot bone dx:0.051 Diagnosis:9ccs259:Unclassified:0.047 Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 148 | OR_unadj: 0.870 [0.532 1.422] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs217:Ot cong anom:1.000 Diagnosis:9ccs89:Blindness:0.259 Diagnosis:9ccs91:Other eye dx:0.181 Diagnosis:9ccs47:Ot bnign neo:0.154 Diagnosis:9ccs95:Oth nerv dx:0.112 Number of Visits:0.110 Diagnosis:9ccs257:Ot aftercare:0.107 Diagnosis:9ccs10:Immuniz/scrn:0.102 Diagnosis:9ccs216:Nerv cong an:0.101 Diagnosis:9ccs74:Ot mentl cnd:0.099 * Diagnosis:9ccs234:Crush injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 2.704 [1.154 6.333] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs234:Crush injury:1.000 Lab:295669 BILIRUBIN DIRECT - LMC:-0.085 Diagnosis:9ccs238:Complic proc:0.084 Lab:294203 BILIRUBIN TOTAL - LMC:-0.080 Diagnosis:9ccs242:Poisn ot med:0.068 Diagnosis:9ccs127:COPD:0.067 Diagnosis:9ccs247:Lymph enlarg:0.066 Newborn Diagnosis:9ccs221:Resp distres:0.063 Diagnosis:9ccs64:Ot hematl dx:0.063 Diagnosis:9ccs122:Pneumonia:0.060 Diagnosis:9ccs250:Nausea/vomit | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 1.460 [0.855 2.494] | indivs AUC:0.543 Correlated most with: Diagnosis:9ccs250:Nausea/vomit:1.000 Number of Visits:0.168 Diagnosis:9ccs155:Other GI dx:0.124 Diagnosis:9ccs141:Ot dx stomch:0.120 Diagnosis:9ccs200:Oth skin dx:0.100 Diagnosis:9ccs135:Intest infct:0.090 Diagnosis:9ccs138:Esophgeal dx:0.090 Diagnosis:9ccs90:Eye infectn:0.087 Diagnosis:9ccs154:Gastroent:0.084 Diagnosis:9ccs10:Immuniz/scrn:0.079 Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 136 | OR_unadj: 0.734 [0.428 1.260] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs94:Other ear dx:1.000 Number of Visits:0.213 Diagnosis:9ccs113:Late eff CVD:0.141 Diagnosis:9ccs126:Ot up rsp in:0.123 Diagnosis:9ccs74:Ot mentl cnd:0.111 Diagnosis:9ccs155:Other GI dx:0.100 Diagnosis:9ccs257:Ot aftercare:0.099 Diagnosis:9ccs135:Intest infct:0.095 Diagnosis:9ccs239:Superfic inj:0.090 Diagnosis:9ccs128:Asthma:0.086 Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 0.917 [0.429 1.960] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs224:Ot perint dx:1.000 Diagnosis:9ccs168:PID:0.178 Diagnosis:9ccs205:Back problem:0.140 Diagnosis:9ccs219:Low birth wt:0.110 Diagnosis:9ccs163:Other GU dx:0.101 Diagnosis:9ccs151:Oth liver dx:0.092 Diagnosis:9ccs76:Meningitis:0.091 Diagnosis:9ccs204:Ot joint dx:0.090 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.084 Diagnosis:9ccs83:Epilepsy/cnv:0.080 Lab:297262 HEMOGLOBIN (HEMOCUE) | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: nan [ nan nan] | indivs AUC:0.501 Correlated most with: Lab:297262 HEMOGLOBIN (HEMOCUE):1.000 Diagnosis:9ccs59:Anemia:-0.165 Diagnosis:9ccs76:Meningitis:-0.120 Diagnosis:9ccs224:Ot perint dx:-0.084 Newborn Diagnosis:9ccs219:Low birth wt:-0.081 Diagnosis:9ccs238:Complic proc:-0.066 Diagnosis:9ccs62:Coag/hemr dx:-0.066 Diagnosis:9ccs96:Hrt valve dx:-0.065 Lab:323825 STREP SCREEN THROAT - Sunrise:0.055 Diagnosis:9ccs95:Oth nerv dx:-0.054 Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 130 | OR_unadj: 0.777 [0.452 1.334] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs136:Teeth dx:1.000 Number of Visits:0.169 Diagnosis:9ccs258:Other screen:0.143 Diagnosis:9ccs7:Viral infect:0.130 Diagnosis:9ccs10:Immuniz/scrn:0.102 Diagnosis:9ccs140:Gastritis:0.096 Diagnosis:9ccs133:Oth low resp:0.088 Diagnosis:9ccs197:Skin infectn:0.088 Diagnosis:9ccs126:Ot up rsp in:0.082 Diagnosis:9ccs214:GI cong anom:0.081 Diagnosis:9ccs247:Lymph enlarg | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 1.416 [0.527 3.808] | indivs AUC:0.515 Correlated most with: Diagnosis:9ccs247:Lymph enlarg:1.000 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.206 Diagnosis:9ccs138:Esophgeal dx:0.087 Newborn Diagnosis:9ccs223:Birth trauma:0.080 Diagnosis:9ccs223:Birth trauma:0.077 Diagnosis:9ccs48:Thyroid dsor:0.075 Lab:292495 LEAD LEVEL - Sunrise:0.069 Diagnosis:9ccs242:Poisn ot med:0.068 Number of Visits:0.068 Diagnosis:9ccs234:Crush injury:0.066 Diagnosis:9ccs151:Oth liver dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 168 | OR_unadj: 0.696 [0.423 1.144] | indivs AUC:0.532 Correlated most with: Diagnosis:9ccs151:Oth liver dx:1.000 Diagnosis:9ccs222:Perint jaund:0.187 Lab:294203 BILIRUBIN TOTAL - LMC:-0.128 Diagnosis:9ccs10:Immuniz/scrn:0.099 Number of Visits:0.095 Diagnosis:9ccs224:Ot perint dx:0.092 Diagnosis:9ccs257:Ot aftercare:0.087 Diagnosis:9ccs126:Ot up rsp in:0.079 Diagnosis:9ccs140:Gastritis:0.079 Diagnosis:9ccs155:Other GI dx:0.076 Newborn Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs200:Oth skin dx:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.122 Diagnosis:9ccs95:Oth nerv dx:0.108 Newborn Diagnosis:9ccs219:Low birth wt:0.100 Newborn Diagnosis:9ccs213:Cardiac anom:0.089 Diagnosis:9ccs255:Social admin:-0.071 Newborn Diagnosis:9ccs224:Ot perint dx:0.060 Newborn Diagnosis:9ccs256:Exam/eval:0.060 Diagnosis:9ccs92:Otitis media:-0.056 Diagnosis:9ccs74:Ot mentl cnd:0.046 Vital: HC Percentile-latest | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.129 [0.428 2.977] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:-0.169 Lab:323825 STREP SCREEN THROAT - Sunrise:0.122 Diagnosis:9ccs163:Other GU dx:0.068 Newborn Diagnosis:9ccs95:Oth nerv dx:0.059 Diagnosis:9ccs59:Anemia:0.058 Diagnosis:9ccs204:Ot joint dx:0.056 Diagnosis:9ccs242:Poisn ot med:0.056 Diagnosis:9ccs138:Esophgeal dx:-0.050 Diagnosis:9ccs7:Viral infect:0.047 Diagnosis:9ccs216:Nerv cong an:0.047 Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 115 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.512 Correlated most with: Lab:294203 BILIRUBIN TOTAL - LMC:1.000 Lab:295669 BILIRUBIN DIRECT - LMC:0.191 Diagnosis:9ccs222:Perint jaund:-0.151 Diagnosis:9ccs151:Oth liver dx:-0.128 Diagnosis:9ccs58:Ot nutrit dx:0.092 Diagnosis:9ccs234:Crush injury:-0.080 Diagnosis:9ccs89:Blindness:-0.064 Newborn Diagnosis:9ccs217:Ot cong anom:-0.044 Diagnosis:9ccs253:Allergy:0.043 Diagnosis:9ccs141:Ot dx stomch:0.040 Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 42 | OR_unadj: 1.336 [0.611 2.920] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs95:Oth nerv dx:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.195 Diagnosis:9ccs143:Abdom hernia:0.131 Diagnosis:9ccs208:Acq foot def:0.129 Number of Visits:0.116 Diagnosis:9ccs217:Ot cong anom:0.112 Newborn Diagnosis:9ccs200:Oth skin dx:0.108 Diagnosis:9ccs216:Nerv cong an:0.100 Diagnosis:9ccs161:Ot dx kidney:0.098 Diagnosis:9ccs90:Eye infectn:0.090 Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 129 | OR_unadj: 0.612 [0.339 1.102] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs256:Exam/eval:1.000 Number of Visits:0.179 Diagnosis:9ccs133:Oth low resp:0.146 Diagnosis:9ccs200:Oth skin dx:0.140 Diagnosis:9ccs239:Superfic inj:0.120 Diagnosis:9ccs155:Other GI dx:0.112 Diagnosis:9ccs7:Viral infect:0.092 Diagnosis:9ccs58:Ot nutrit dx:0.090 Diagnosis:9ccs83:Epilepsy/cnv:0.083 Diagnosis:9ccs154:Gastroent:0.079 Vital: HC Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.502 Correlated most with: Newborn Diagnosis:9ccs0:No DX:0.119 Newborn Diagnosis:9ccs95:Oth nerv dx:0.116 Diagnosis:9ccs238:Complic proc:0.102 Diagnosis:9ccs216:Nerv cong an:0.092 Diagnosis:9ccs250:Nausea/vomit:0.085 Diagnosis:9ccs214:GI cong anom:0.077 Diagnosis:9ccs138:Esophgeal dx:0.076 Diagnosis:9ccs163:Other GU dx:0.074 Diagnosis:9ccs155:Other GI dx:0.058 Diagnosis:9ccs59:Anemia:0.056 Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 84 | OR_unadj: 0.664 [0.328 1.344] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs0:No DX:1.000 Diagnosis:9ccs10:Immuniz/scrn:0.104 Diagnosis:9ccs159:UTI:0.067 Diagnosis:9ccs123:Influenza:0.066 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.062 Diagnosis:9ccs250:Nausea/vomit:-0.054 Diagnosis:9ccs243:Poisn nonmed:0.053 Diagnosis:9ccs212:Ot bone dx:0.046 Newborn Diagnosis:9ccs224:Ot perint dx:-0.044 Diagnosis:9ccs59:Anemia:0.043 Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 113 | OR_unadj: 0.653 [0.353 1.206] | indivs AUC:0.516 Correlated most with: Diagnosis:9ccs259:Unclassified:1.000 Diagnosis:9ccs61:Sickle cell:0.111 Number of Visits:0.108 Diagnosis:9ccs96:Hrt valve dx:0.096 Diagnosis:9ccs242:Poisn ot med:0.093 Diagnosis:9ccs134:Ot uppr resp:0.077 Diagnosis:9ccs55:Fluid/elc dx:0.076 Diagnosis:9ccs250:Nausea/vomit:0.075 Diagnosis:9ccs198:Ot infl skin:0.074 Diagnosis:9ccs209:Ot acq defor:0.072 Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 189 | OR_unadj: 0.638 [0.393 1.036] | indivs AUC:0.466 Correlated most with: Diagnosis:9ccs133:Oth low resp:1.000 Number of Visits:0.337 Diagnosis:9ccs128:Asthma:0.220 Diagnosis:9ccs7:Viral infect:0.182 Diagnosis:9ccs126:Ot up rsp in:0.167 Diagnosis:9ccs127:COPD:0.166 Diagnosis:9ccs122:Pneumonia:0.161 Diagnosis:9ccs125:Bronchitis:0.156 Diagnosis:9ccs257:Ot aftercare:0.147 Diagnosis:9ccs256:Exam/eval:0.146 Diagnosis:9ccs128:Asthma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 105 | OR_unadj: 1.094 [0.640 1.873] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs128:Asthma:1.000 Number of Visits:0.250 Diagnosis:9ccs125:Bronchitis:0.241 Diagnosis:9ccs133:Oth low resp:0.220 Diagnosis:9ccs122:Pneumonia:0.211 Diagnosis:9ccs257:Ot aftercare:0.152 Diagnosis:9ccs92:Otitis media:0.150 Diagnosis:9ccs126:Ot up rsp in:0.130 Diagnosis:9ccs7:Viral infect:0.112 Diagnosis:9ccs127:COPD:0.109 Diagnosis:9ccs127:COPD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: 0.936 [0.487 1.798] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs127:COPD:1.000 Number of Visits:0.203 Diagnosis:9ccs133:Oth low resp:0.166 Diagnosis:9ccs122:Pneumonia:0.147 Diagnosis:9ccs240:Burns:0.117 Diagnosis:9ccs125:Bronchitis:0.115 Diagnosis:9ccs128:Asthma:0.109 Diagnosis:9ccs126:Ot up rsp in:0.108 Diagnosis:9ccs124:Tonsillitis:0.097 Diagnosis:9ccs159:UTI:0.087 Vital: HC Percentile-avg0to1 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs204:Ot joint dx:-0.137 Diagnosis:9ccs242:Poisn ot med:-0.137 Diagnosis:9ccs251:Abdomnl pain:-0.100 Diagnosis:9ccs167:Breast dx:-0.097 Newborn Diagnosis:9ccs213:Cardiac anom:0.085 Diagnosis:9ccs3:Oth bact inf:0.074 Diagnosis:9ccs151:Oth liver dx:0.053 Diagnosis:9ccs259:Unclassified:0.051 Diagnosis:9ccs257:Ot aftercare:0.051 Diagnosis:9ccs134:Ot uppr resp:0.049 Newborn Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.510 [0.497 4.587] | indivs AUC:0.504 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:1.000 Diagnosis:9ccs223:Birth trauma:0.196 Diagnosis:9ccs153:GI hemorrhag:0.102 Diagnosis:9ccs47:Ot bnign neo:0.099 Newborn Diagnosis:9ccs256:Exam/eval:0.089 Diagnosis:9ccs154:Gastroent:0.082 Diagnosis:9ccs242:Poisn ot med:0.081 Diagnosis:9ccs247:Lymph enlarg:0.080 Newborn Diagnosis:9ccs222:Perint jaund:0.077 Newborn Diagnosis:9ccs221:Resp distres:0.074 Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 90 | OR_unadj: 1.134 [0.641 2.008] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs159:UTI:1.000 Diagnosis:9ccs161:Ot dx kidney:0.240 Number of Visits:0.205 Diagnosis:9ccs257:Ot aftercare:0.118 Diagnosis:9ccs74:Ot mentl cnd:0.115 Diagnosis:9ccs125:Bronchitis:0.113 Diagnosis:9ccs92:Otitis media:0.106 Diagnosis:9ccs163:Other GU dx:0.106 Diagnosis:9ccs63:Wht blood dx:0.099 Diagnosis:9ccs59:Anemia:0.096 Diagnosis:9ccs243:Poisn nonmed | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs243:Poisn nonmed:1.000 Lab:292495 LEAD LEVEL - Sunrise:-0.414 Diagnosis:9ccs242:Poisn ot med:0.115 Diagnosis:9ccs59:Anemia:0.091 Diagnosis:9ccs163:Other GU dx:0.085 Diagnosis:9ccs76:Meningitis:0.078 Diagnosis:9ccs55:Fluid/elc dx:0.075 Diagnosis:9ccs92:Otitis media:0.057 Diagnosis:9ccs239:Superfic inj:0.057 Diagnosis:9ccs58:Ot nutrit dx:0.054 Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 56 | OR_unadj: 0.668 [0.283 1.575] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:1.000 Diagnosis:9ccs89:Blindness:0.117 Diagnosis:9ccs238:Complic proc:0.112 Diagnosis:9ccs250:Nausea/vomit:0.090 Diagnosis:9ccs247:Lymph enlarg:0.087 Diagnosis:9ccs155:Other GI dx:0.085 Number of Visits:0.084 Diagnosis:9ccs83:Epilepsy/cnv:0.081 Diagnosis:9ccs91:Other eye dx:0.077 Diagnosis:9ccs141:Ot dx stomch:0.072 Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.209 [0.345 4.239] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:1.000 Diagnosis:9ccs48:Thyroid dsor:0.193 Diagnosis:9ccs113:Late eff CVD:0.113 Diagnosis:9ccs238:Complic proc:0.104 Diagnosis:9ccs2:Septicemia:0.094 Number of Visits:0.087 Diagnosis:9ccs256:Exam/eval:0.083 Diagnosis:9ccs138:Esophgeal dx:0.081 Diagnosis:9ccs224:Ot perint dx:0.080 Diagnosis:9ccs216:Nerv cong an:0.079 Diagnosis:9ccs137:Mouth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 0.988 [0.498 1.960] | indivs AUC:0.532 Correlated most with: Diagnosis:9ccs137:Mouth dx:1.000 Number of Visits:0.135 Diagnosis:9ccs7:Viral infect:0.127 Diagnosis:9ccs92:Otitis media:0.103 Diagnosis:9ccs197:Skin infectn:0.083 Diagnosis:9ccs136:Teeth dx:0.078 Diagnosis:9ccs126:Ot up rsp in:0.077 Newborn Diagnosis:9ccs223:Birth trauma:0.065 Diagnosis:9ccs151:Oth liver dx:0.065 Diagnosis:9ccs51:Ot endo dsor:0.055 Newborn Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs215:gu cong anom:1.000 Diagnosis:9ccs161:Ot dx kidney:0.400 Diagnosis:9ccs215:gu cong anom:0.245 Diagnosis:9ccs2:Septicemia:0.132 Newborn Diagnosis:9ccs200:Oth skin dx:0.122 Diagnosis:9ccs141:Ot dx stomch:0.100 Diagnosis:9ccs223:Birth trauma:0.067 Diagnosis:9ccs234:Crush injury:0.058 Number of Visits:0.055 Diagnosis:9ccs257:Ot aftercare:0.051 Diagnosis:9ccs209:Ot acq defor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.191 [0.026 1.409] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs209:Ot acq defor:1.000 Diagnosis:9ccs63:Wht blood dx:0.121 Diagnosis:9ccs208:Acq foot def:0.101 Diagnosis:9ccs51:Ot endo dsor:0.095 Diagnosis:9ccs212:Ot bone dx:0.095 Newborn Diagnosis:9ccs0:No DX:0.075 Diagnosis:9ccs238:Complic proc:0.075 Diagnosis:9ccs259:Unclassified:0.072 Diagnosis:9ccs257:Ot aftercare:0.064 Diagnosis:9ccs143:Abdom hernia:0.057 Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs47:Ot bnign neo:1.000 Diagnosis:9ccs217:Ot cong anom:0.154 Diagnosis:9ccs123:Influenza:0.115 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.104 Newborn Diagnosis:9ccs223:Birth trauma:0.099 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.097 Diagnosis:9ccs10:Immuniz/scrn:0.068 Diagnosis:9ccs134:Ot uppr resp:0.065 Newborn Diagnosis:9ccs219:Low birth wt:0.064 Diagnosis:9ccs91:Other eye dx:0.058 Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 0.732 [0.218 2.455] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs219:Low birth wt:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.413 Newborn Diagnosis:9ccs256:Exam/eval:0.187 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.123 Newborn Diagnosis:9ccs222:Perint jaund:0.119 Diagnosis:9ccs224:Ot perint dx:0.110 Diagnosis:9ccs140:Gastritis:0.095 Diagnosis:9ccs143:Abdom hernia:0.093 Diagnosis:9ccs55:Fluid/elc dx:0.091 Number of Visits:0.089 Diagnosis:9ccs2603:E Codes: Fall | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 1.006 [0.385 2.630] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs2603:E Codes: Fall:1.000 Diagnosis:10ccs58:Ot nutrit dx:0.756 Newborn Diagnosis:9ccs95:Oth nerv dx:0.150 Diagnosis:9ccs244:Other injury:0.092 Diagnosis:9ccs155:Other GI dx:0.090 Number of Visits:0.073 Newborn Diagnosis:9ccs0:No DX:0.071 Diagnosis:9ccs7:Viral infect:0.061 Diagnosis:9ccs200:Oth skin dx:0.058 Diagnosis:9ccs175:Ot femal gen:0.058 Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.994 [0.289 3.416] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs223:Birth trauma:1.000 Newborn Diagnosis:9ccs223:Birth trauma:0.196 Lab:295669 BILIRUBIN DIRECT - LMC:0.079 Diagnosis:9ccs247:Lymph enlarg:0.077 Newborn Diagnosis:9ccs215:gu cong anom:0.067 Diagnosis:9ccs257:Ot aftercare:0.060 Diagnosis:9ccs259:Unclassified:0.058 Diagnosis:9ccs212:Ot bone dx:0.056 Diagnosis:9ccs51:Ot endo dsor:0.056 Diagnosis:9ccs151:Oth liver dx:0.055 Diagnosis:9ccs167:Breast dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.431 [0.056 3.310] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs167:Breast dx:1.000 Diagnosis:9ccs48:Thyroid dsor:0.104 Diagnosis:9ccs204:Ot joint dx:0.096 Diagnosis:9ccs242:Poisn ot med:0.096 Diagnosis:9ccs168:PID:0.089 Newborn Diagnosis:9ccs221:Resp distres:0.089 Diagnosis:9ccs51:Ot endo dsor:0.070 Diagnosis:9ccs251:Abdomnl pain:0.067 Diagnosis:9ccs140:Gastritis:0.064 Newborn Diagnosis:9ccs213:Cardiac anom:0.059 Diagnosis:9ccs2:Septicemia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2:Septicemia:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.132 Diagnosis:9ccs240:Burns:0.113 Diagnosis:9ccs215:gu cong anom:0.097 Diagnosis:9ccs83:Epilepsy/cnv:0.094 Diagnosis:9ccs197:Skin infectn:0.079 Diagnosis:9ccs89:Blindness:0.064 Diagnosis:9ccs122:Pneumonia:0.060 Diagnosis:9ccs256:Exam/eval:0.058 Diagnosis:9ccs4:Mycoses:0.044 Diagnosis:9ccs76:Meningitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.938 [0.209 4.218] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs76:Meningitis:1.000 Lab:323825 STREP SCREEN THROAT - Sunrise:0.208 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.120 Diagnosis:9ccs224:Ot perint dx:0.091 Number of Visits:0.087 Diagnosis:9ccs243:Poisn nonmed:0.078 Lab:292495 LEAD LEVEL - Sunrise:-0.072 Lab:295669 BILIRUBIN DIRECT - LMC:-0.072 Diagnosis:9ccs59:Anemia:0.070 Diagnosis:9ccs140:Gastritis:0.064 Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 0.697 [0.295 1.646] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs96:Hrt valve dx:0.525 Newborn Diagnosis:9ccs213:Cardiac anom:0.330 Diagnosis:9ccs117:Ot circul dx:0.310 Newborn Diagnosis:9ccs96:Hrt valve dx:0.280 Lab:292495 LEAD LEVEL - Sunrise:-0.074 Diagnosis:9ccs205:Back problem:0.065 Diagnosis:9ccs217:Ot cong anom:0.063 Number of Visits:0.061 Diagnosis:9ccs55:Fluid/elc dx:0.055 Vital: BP-latest | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:0.196 Diagnosis:9ccs214:GI cong anom:0.093 Diagnosis:9ccs4:Mycoses:0.087 Diagnosis:9ccs222:Perint jaund:0.068 Diagnosis:9ccs200:Oth skin dx:0.054 Diagnosis:9ccs168:PID:-0.048 Diagnosis:9ccs63:Wht blood dx:-0.048 Diagnosis:9ccs197:Skin infectn:0.047 Diagnosis:9ccs151:Oth liver dx:0.045 Diagnosis:9ccs96:Hrt valve dx:-0.040 Vital: BP-avg19to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs2:Septicemia:-0.124 Diagnosis:9ccs159:UTI:0.085 Diagnosis:9ccs58:Ot nutrit dx:0.083 Diagnosis:9ccs224:Ot perint dx:-0.082 Diagnosis:9ccs83:Epilepsy/cnv:-0.074 Diagnosis:9ccs208:Acq foot def:0.068 Diagnosis:9ccs135:Intest infct:-0.054 Diagnosis:9ccs253:Allergy:-0.053 Diagnosis:9ccs59:Anemia:-0.051 Diagnosis:9ccs211:Ot conn tiss:0.051 Diagnosis:9ccs212:Ot bone dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.128 [0.246 5.176] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs212:Ot bone dx:1.000 Diagnosis:9ccs62:Coag/hemr dx:0.125 Diagnosis:9ccs209:Ot acq defor:0.095 Diagnosis:9ccs89:Blindness:0.090 Diagnosis:9ccs51:Ot endo dsor:0.077 Newborn Diagnosis:9ccs96:Hrt valve dx:0.070 Newborn Diagnosis:9ccs222:Perint jaund:0.066 Newborn Diagnosis:9ccs213:Cardiac anom:0.065 Newborn Diagnosis:9ccs223:Birth trauma:0.058 Diagnosis:9ccs223:Birth trauma:0.056 Diagnosis:9ccs153:GI hemorrhag | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.749 [0.170 3.295] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs153:GI hemorrhag:1.000 Diagnosis:9ccs154:Gastroent:0.188 Diagnosis:9ccs147:Anal/rectal:0.113 Newborn Diagnosis:9ccs223:Birth trauma:0.102 Diagnosis:9ccs155:Other GI dx:0.101 Diagnosis:9ccs159:UTI:0.082 Number of Visits:0.078 Diagnosis:9ccs217:Ot cong anom:0.074 Diagnosis:9ccs257:Ot aftercare:0.068 Diagnosis:9ccs222:Perint jaund:0.064 Diagnosis:9ccs258:Other screen | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.384 [0.091 1.618] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs258:Other screen:1.000 Diagnosis:9ccs136:Teeth dx:0.143 Diagnosis:9ccs239:Superfic inj:0.096 Diagnosis:9ccs214:GI cong anom:0.094 Diagnosis:9ccs133:Oth low resp:0.092 Diagnosis:9ccs155:Other GI dx:0.079 Number of Visits:0.076 Diagnosis:9ccs151:Oth liver dx:0.073 Diagnosis:9ccs211:Ot conn tiss:0.067 Diagnosis:9ccs10:Immuniz/scrn:0.062 Vital: HC Percentile-gain3to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.491 Correlated most with: Newborn Diagnosis:9ccs95:Oth nerv dx:0.127 Diagnosis:9ccs216:Nerv cong an:0.100 Diagnosis:9ccs163:Other GU dx:-0.088 Diagnosis:10ccs58:Ot nutrit dx:-0.077 Diagnosis:9ccs7:Viral infect:0.067 Diagnosis:9ccs258:Other screen:-0.060 Diagnosis:9ccs2603:E Codes: Fall:-0.059 Diagnosis:9ccs8:Oth infectns:-0.057 Diagnosis:9ccs90:Eye infectn:0.048 Diagnosis:9ccs124:Tonsillitis:0.047 Diagnosis:9ccs123:Influenza | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs123:Influenza:1.000 Number of Visits:0.125 Diagnosis:9ccs47:Ot bnign neo:0.115 Diagnosis:9ccs134:Ot uppr resp:0.093 Diagnosis:9ccs122:Pneumonia:0.071 Diagnosis:9ccs133:Oth low resp:0.067 Diagnosis:9ccs0:No DX:0.066 Diagnosis:9ccs126:Ot up rsp in:0.058 Diagnosis:9ccs128:Asthma:0.054 Diagnosis:9ccs138:Esophgeal dx:0.053 Vital: HC Percentile-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:-0.292 Diagnosis:9ccs138:Esophgeal dx:-0.108 Diagnosis:9ccs250:Nausea/vomit:-0.100 Diagnosis:9ccs74:Ot mentl cnd:-0.082 Diagnosis:9ccs133:Oth low resp:-0.071 Newborn Diagnosis:9ccs222:Perint jaund:-0.068 Diagnosis:9ccs198:Ot infl skin:-0.066 Diagnosis:9ccs58:Ot nutrit dx:-0.063 Diagnosis:9ccs134:Ot uppr resp:-0.059 Diagnosis:10ccs58:Ot nutrit dx:0.045 Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.623 [0.144 2.701] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs211:Ot conn tiss:1.000 Diagnosis:9ccs204:Ot joint dx:0.163 Diagnosis:9ccs208:Acq foot def:0.127 Newborn Diagnosis:9ccs96:Hrt valve dx:0.111 Newborn Diagnosis:9ccs217:Ot cong anom:0.107 Diagnosis:9ccs147:Anal/rectal:0.102 Diagnosis:9ccs74:Ot mentl cnd:0.083 Diagnosis:9ccs198:Ot infl skin:0.081 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.079 Diagnosis:9ccs216:Nerv cong an:0.072 Vital: HC Percentile-gain5to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.514 Correlated most with: Diagnosis:9ccs3:Oth bact inf:0.124 Diagnosis:9ccs163:Other GU dx:0.114 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.101 Diagnosis:9ccs238:Complic proc:-0.084 Diagnosis:9ccs216:Nerv cong an:-0.080 Diagnosis:9ccs8:Oth infectns:0.071 Diagnosis:9ccs198:Ot infl skin:0.060 Diagnosis:9ccs138:Esophgeal dx:-0.056 Diagnosis:9ccs94:Other ear dx:0.050 Diagnosis:9ccs7:Viral infect:-0.050 Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.773 [0.270 2.219] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs89:Blindness:1.000 Diagnosis:9ccs91:Other eye dx:0.284 Diagnosis:9ccs217:Ot cong anom:0.259 Diagnosis:9ccs62:Coag/hemr dx:0.150 Diagnosis:9ccs138:Esophgeal dx:0.117 Number of Visits:0.101 Diagnosis:9ccs212:Ot bone dx:0.090 Diagnosis:9ccs205:Back problem:0.090 Diagnosis:9ccs55:Fluid/elc dx:0.078 Diagnosis:9ccs200:Oth skin dx:0.077 Diagnosis:9ccs124:Tonsillitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.832 [0.289 2.398] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs124:Tonsillitis:1.000 Lab:292495 LEAD LEVEL - Sunrise:-0.097 Diagnosis:9ccs127:COPD:0.097 Diagnosis:9ccs92:Otitis media:0.094 Number of Visits:0.082 Diagnosis:9ccs135:Intest infct:0.071 Diagnosis:9ccs48:Thyroid dsor:0.066 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.060 Diagnosis:9ccs128:Asthma:0.056 Lab:295669 BILIRUBIN DIRECT - LMC:-0.054 Diagnosis:9ccs154:Gastroent | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: nan [ nan nan] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs154:Gastroent:1.000 Diagnosis:9ccs153:GI hemorrhag:0.188 Diagnosis:9ccs155:Other GI dx:0.099 Diagnosis:9ccs62:Coag/hemr dx:0.086 Diagnosis:9ccs250:Nausea/vomit:0.084 Newborn Diagnosis:9ccs223:Birth trauma:0.082 Diagnosis:9ccs253:Allergy:0.081 Diagnosis:9ccs256:Exam/eval:0.079 Diagnosis:9ccs222:Perint jaund:0.075 Diagnosis:9ccs242:Poisn ot med:0.070 Vital: HC Percentile-avg5to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs239:Superfic inj:-0.080 Newborn Diagnosis:9ccs95:Oth nerv dx:0.068 Diagnosis:9ccs10:Immuniz/scrn:0.060 Diagnosis:9ccs216:Nerv cong an:0.054 Diagnosis:9ccs204:Ot joint dx:0.050 Diagnosis:9ccs242:Poisn ot med:0.050 Newborn Diagnosis:9ccs224:Ot perint dx:-0.040 Diagnosis:9ccs251:Abdomnl pain:0.036 Diagnosis:9ccs167:Breast dx:0.035 Diagnosis:9ccs7:Viral infect:0.035 Diagnosis:9ccs140:Gastritis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs140:Gastritis:1.000 Diagnosis:9ccs136:Teeth dx:0.096 Diagnosis:9ccs219:Low birth wt:0.095 Newborn Diagnosis:9ccs221:Resp distres:0.089 Lab:295669 BILIRUBIN DIRECT - LMC:-0.082 Diagnosis:9ccs7:Viral infect:0.080 Diagnosis:9ccs151:Oth liver dx:0.079 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.067 Diagnosis:9ccs91:Other eye dx:0.067 Diagnosis:9ccs217:Ot cong anom:0.064 Vital: HC Percentile-gain16to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:0.447 Diagnosis:9ccs163:Other GU dx:0.167 Diagnosis:9ccs76:Meningitis:0.155 Diagnosis:9ccs204:Ot joint dx:-0.111 Diagnosis:9ccs242:Poisn ot med:-0.111 Diagnosis:9ccs94:Other ear dx:0.103 Diagnosis:9ccs251:Abdomnl pain:-0.082 Diagnosis:9ccs167:Breast dx:-0.079 Diagnosis:9ccs159:UTI:0.063 Diagnosis:9ccs128:Asthma:0.058 Newborn Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.272 Newborn Diagnosis:9ccs253:Allergy:0.220 Newborn Diagnosis:9ccs256:Exam/eval:0.197 Newborn Diagnosis:9ccs222:Perint jaund:0.149 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.140 Diagnosis:9ccs63:Wht blood dx:0.121 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.117 Diagnosis:9ccs140:Gastritis:0.089 Diagnosis:9ccs167:Breast dx:0.089 Vital: HC Percentile-gain1to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs0:No DX:-0.088 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.085 Diagnosis:10ccs58:Ot nutrit dx:0.079 Diagnosis:9ccs134:Ot uppr resp:0.074 Diagnosis:9ccs216:Nerv cong an:-0.067 Diagnosis:9ccs3:Oth bact inf:-0.067 Diagnosis:9ccs257:Ot aftercare:-0.065 Diagnosis:9ccs214:GI cong anom:-0.057 Diagnosis:9ccs7:Viral infect:-0.051 Diagnosis:9ccs250:Nausea/vomit:-0.047 * Vital: HC Percentile-gain13to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 11.346 [1.025 125.601] | indivs AUC:0.507 Correlated most with: Newborn Diagnosis:9ccs95:Oth nerv dx:-0.139 Diagnosis:9ccs216:Nerv cong an:-0.110 Diagnosis:9ccs163:Other GU dx:-0.082 Diagnosis:9ccs153:GI hemorrhag:-0.077 Newborn Diagnosis:9ccs223:Birth trauma:-0.073 Diagnosis:9ccs138:Esophgeal dx:0.073 Diagnosis:9ccs154:Gastroent:-0.065 Diagnosis:9ccs219:Low birth wt:-0.056 Diagnosis:9ccs256:Exam/eval:0.051 Newborn Diagnosis:9ccs224:Ot perint dx:-0.049 Diagnosis:9ccs8:Oth infectns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.599 [0.181 1.985] | indivs AUC:0.518 Correlated most with: Diagnosis:9ccs8:Oth infectns:1.000 Diagnosis:9ccs253:Allergy:0.085 Number of Visits:0.079 Diagnosis:9ccs200:Oth skin dx:0.075 Newborn Diagnosis:9ccs223:Birth trauma:0.069 Diagnosis:9ccs257:Ot aftercare:0.068 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.060 Newborn Diagnosis:9ccs221:Resp distres:0.055 Diagnosis:9ccs126:Ot up rsp in:0.054 Diagnosis:9ccs117:Ot circul dx:0.051 Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.745 [0.564 5.394] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs161:Ot dx kidney:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.400 Diagnosis:9ccs159:UTI:0.240 Diagnosis:9ccs95:Oth nerv dx:0.098 Diagnosis:9ccs74:Ot mentl cnd:0.096 Diagnosis:9ccs175:Ot femal gen:0.086 Diagnosis:9ccs257:Ot aftercare:0.080 Diagnosis:9ccs168:PID:0.079 Diagnosis:9ccs63:Wht blood dx:0.079 Diagnosis:9ccs92:Otitis media:0.079 Vital: HC Percentile-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs238:Complic proc:-0.304 Diagnosis:9ccs3:Oth bact inf:0.144 Diagnosis:9ccs95:Oth nerv dx:-0.106 Diagnosis:9ccs143:Abdom hernia:-0.099 Diagnosis:9ccs204:Ot joint dx:-0.091 Diagnosis:9ccs242:Poisn ot med:-0.091 Newborn Diagnosis:9ccs0:No DX:0.090 Newborn Diagnosis:9ccs219:Low birth wt:-0.081 Diagnosis:9ccs197:Skin infectn:-0.078 Diagnosis:9ccs59:Anemia:-0.075 Diagnosis:10ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.057 [0.306 3.653] | indivs AUC:0.500 Correlated most with: Diagnosis:10ccs58:Ot nutrit dx:1.000 Diagnosis:9ccs2603:E Codes: Fall:0.756 Diagnosis:9ccs155:Other GI dx:0.089 Diagnosis:9ccs175:Ot femal gen:0.081 Diagnosis:9ccs219:Low birth wt:0.078 Diagnosis:9ccs244:Other injury:0.073 Diagnosis:9ccs239:Superfic inj:0.065 Diagnosis:9ccs125:Bronchitis:0.061 MatDeliveryAge:-0.059 Number of Visits:0.057 Lab:292495 LEAD LEVEL - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.502 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:1.000 Diagnosis:9ccs243:Poisn nonmed:-0.414 Diagnosis:9ccs204:Ot joint dx:0.103 Diagnosis:9ccs124:Tonsillitis:-0.097 Diagnosis:9ccs213:Cardiac anom:-0.074 Number of Visits:-0.074 Diagnosis:9ccs76:Meningitis:-0.072 Diagnosis:9ccs247:Lymph enlarg:0.069 Diagnosis:9ccs92:Otitis media:-0.066 Diagnosis:9ccs200:Oth skin dx:-0.059 Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs216:Nerv cong an:1.000 Newborn Diagnosis:9ccs95:Oth nerv dx:0.155 Diagnosis:9ccs208:Acq foot def:0.102 Diagnosis:9ccs217:Ot cong anom:0.101 Diagnosis:9ccs95:Oth nerv dx:0.100 Newborn Diagnosis:9ccs96:Hrt valve dx:0.089 Diagnosis:9ccs83:Epilepsy/cnv:0.079 Diagnosis:9ccs155:Other GI dx:0.076 Diagnosis:9ccs211:Ot conn tiss:0.072 Diagnosis:9ccs127:COPD:0.068 Diagnosis:9ccs240:Burns | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs240:Burns:1.000 Diagnosis:9ccs127:COPD:0.117 Diagnosis:9ccs2:Septicemia:0.113 Diagnosis:9ccs175:Ot femal gen:0.104 Diagnosis:9ccs141:Ot dx stomch:0.085 Diagnosis:9ccs133:Oth low resp:0.082 Diagnosis:9ccs239:Superfic inj:0.072 Diagnosis:9ccs128:Asthma:0.066 Diagnosis:9ccs153:GI hemorrhag:0.062 Diagnosis:9ccs155:Other GI dx:0.061 Diagnosis:9ccs61:Sickle cell | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs61:Sickle cell:1.000 Diagnosis:9ccs64:Ot hematl dx:0.232 Diagnosis:9ccs259:Unclassified:0.111 Newborn Diagnosis:9ccs256:Exam/eval:0.082 Diagnosis:9ccs198:Ot infl skin:0.075 Lab:295669 BILIRUBIN DIRECT - LMC:0.070 Diagnosis:9ccs239:Superfic inj:0.062 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.045 Diagnosis:9ccs135:Intest infct:-0.040 Diagnosis:9ccs125:Bronchitis:-0.040 Diagnosis:9ccs147:Anal/rectal | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs147:Anal/rectal:1.000 Diagnosis:9ccs153:GI hemorrhag:0.113 Diagnosis:9ccs211:Ot conn tiss:0.102 Diagnosis:9ccs155:Other GI dx:0.094 Newborn Diagnosis:9ccs217:Ot cong anom:0.089 Diagnosis:9ccs219:Low birth wt:0.087 Newborn Diagnosis:9ccs221:Resp distres:0.082 Diagnosis:9ccs168:PID:0.082 Newborn Diagnosis:9ccs219:Low birth wt:0.078 Newborn Diagnosis:9ccs222:Perint jaund:0.069 Newborn Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.511 Correlated most with: Newborn Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.280 Diagnosis:9ccs96:Hrt valve dx:0.220 Newborn Diagnosis:9ccs224:Ot perint dx:0.129 Diagnosis:9ccs211:Ot conn tiss:0.111 Diagnosis:9ccs216:Nerv cong an:0.089 Newborn Diagnosis:9ccs221:Resp distres:0.089 Diagnosis:9ccs117:Ot circul dx:0.083 Diagnosis:9ccs205:Back problem:0.070 Diagnosis:9ccs212:Ot bone dx:0.070 Diagnosis:9ccs238:Complic proc | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs238:Complic proc:1.000 Diagnosis:9ccs138:Esophgeal dx:0.112 Diagnosis:9ccs83:Epilepsy/cnv:0.104 Diagnosis:9ccs74:Ot mentl cnd:0.100 Diagnosis:9ccs234:Crush injury:0.084 Newborn Diagnosis:9ccs219:Low birth wt:0.078 Newborn Diagnosis:9ccs256:Exam/eval:0.076 Diagnosis:9ccs209:Ot acq defor:0.075 Diagnosis:9ccs90:Eye infectn:0.072 Diagnosis:9ccs256:Exam/eval:0.066 Diagnosis:9ccs64:Ot hematl dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs64:Ot hematl dx:1.000 Diagnosis:9ccs61:Sickle cell:0.232 Diagnosis:9ccs62:Coag/hemr dx:0.155 Newborn Diagnosis:9ccs253:Allergy:0.107 Diagnosis:9ccs59:Anemia:0.075 Diagnosis:9ccs154:Gastroent:0.065 Diagnosis:9ccs234:Crush injury:0.063 Diagnosis:9ccs2603:E Codes: Fall:0.053 Diagnosis:9ccs89:Blindness:0.053 Diagnosis:9ccs259:Unclassified:0.051 Diagnosis:9ccs141:Ot dx stomch | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:1.000 Diagnosis:9ccs250:Nausea/vomit:0.120 Newborn Diagnosis:9ccs215:gu cong anom:0.100 Diagnosis:9ccs240:Burns:0.085 Diagnosis:9ccs215:gu cong anom:0.072 Diagnosis:9ccs138:Esophgeal dx:0.072 Diagnosis:9ccs224:Ot perint dx:0.071 Diagnosis:9ccs161:Ot dx kidney:0.070 Diagnosis:9ccs136:Teeth dx:0.065 Diagnosis:9ccs155:Other GI dx:0.059 Diagnosis:9ccs251:Abdomnl pain | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.467 [0.060 3.610] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:1.000 Diagnosis:9ccs62:Coag/hemr dx:0.120 Diagnosis:9ccs204:Ot joint dx:0.100 Diagnosis:9ccs242:Poisn ot med:0.100 Diagnosis:9ccs175:Ot femal gen:0.100 Diagnosis:9ccs168:PID:0.093 Diagnosis:9ccs155:Other GI dx:0.086 Diagnosis:9ccs163:Other GU dx:0.073 Diagnosis:9ccs91:Other eye dx:0.072 Diagnosis:9ccs167:Breast dx:0.067 Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.400 [0.052 3.055] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs55:Fluid/elc dx:1.000 Diagnosis:9ccs204:Ot joint dx:0.092 Diagnosis:9ccs242:Poisn ot med:0.092 Diagnosis:9ccs219:Low birth wt:0.091 Diagnosis:9ccs239:Superfic inj:0.081 Diagnosis:9ccs89:Blindness:0.078 Diagnosis:9ccs259:Unclassified:0.076 Diagnosis:9ccs243:Poisn nonmed:0.075 Diagnosis:9ccs95:Oth nerv dx:0.066 Diagnosis:9ccs94:Other ear dx:0.065 Diagnosis:9ccs168:PID | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs168:PID:1.000 Diagnosis:9ccs205:Back problem:0.200 Diagnosis:9ccs163:Other GU dx:0.200 Diagnosis:9ccs224:Ot perint dx:0.178 Diagnosis:9ccs63:Wht blood dx:0.121 Diagnosis:9ccs251:Abdomnl pain:0.093 Diagnosis:9ccs167:Breast dx:0.089 Diagnosis:9ccs215:gu cong anom:0.082 Diagnosis:9ccs147:Anal/rectal:0.082 Diagnosis:9ccs161:Ot dx kidney:0.079 Vital: Wt for Len Percentile-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.489 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:0.068 Newborn Diagnosis:9ccs253:Allergy:0.060 Diagnosis:9ccs256:Exam/eval:-0.058 Diagnosis:9ccs258:Other screen:-0.057 Diagnosis:9ccs215:gu cong anom:0.048 Diagnosis:9ccs92:Otitis media:0.037 Diagnosis:9ccs155:Other GI dx:0.032 MatDeliveryAge:0.031 Diagnosis:9ccs7:Viral infect:0.028 Diagnosis:9ccs224:Ot perint dx:0.026 Vital: HC Percentile-gain10to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.516 Correlated most with: Diagnosis:9ccs204:Ot joint dx:0.133 Diagnosis:9ccs242:Poisn ot med:0.133 Diagnosis:9ccs251:Abdomnl pain:0.098 Diagnosis:9ccs167:Breast dx:0.094 Diagnosis:9ccs238:Complic proc:-0.090 Diagnosis:9ccs153:GI hemorrhag:0.086 Newborn Diagnosis:9ccs223:Birth trauma:0.081 Diagnosis:9ccs154:Gastroent:0.072 Diagnosis:9ccs219:Low birth wt:0.065 Diagnosis:9ccs143:Abdom hernia:-0.063 Vital: HC Percentile-gain7to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs204:Ot joint dx:-0.148 Diagnosis:9ccs242:Poisn ot med:-0.148 Diagnosis:9ccs3:Oth bact inf:-0.121 Diagnosis:9ccs251:Abdomnl pain:-0.109 Newborn Diagnosis:9ccs95:Oth nerv dx:0.106 Diagnosis:9ccs167:Breast dx:-0.105 Diagnosis:9ccs238:Complic proc:0.096 Diagnosis:9ccs216:Nerv cong an:0.084 Diagnosis:9ccs8:Oth infectns:-0.069 Newborn Diagnosis:9ccs96:Hrt valve dx:0.067 Lab:323825 STREP SCREEN THROAT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:1.000 Diagnosis:9ccs76:Meningitis:0.208 Newborn Diagnosis:9ccs221:Resp distres:-0.117 Diagnosis:9ccs159:UTI:0.084 Diagnosis:9ccs211:Ot conn tiss:-0.079 Diagnosis:9ccs128:Asthma:0.078 Diagnosis:9ccs250:Nausea/vomit:-0.072 Diagnosis:9ccs59:Anemia:0.070 Diagnosis:9ccs94:Other ear dx:0.069 Diagnosis:9ccs239:Superfic inj:0.066 Vital: Wt for Len Percentile-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.507 Correlated most with: Lab:297262 HEMOGLOBIN (HEMOCUE):0.133 Newborn Diagnosis:9ccs221:Resp distres:0.095 Newborn Diagnosis:9ccs253:Allergy:0.085 Diagnosis:9ccs239:Superfic inj:-0.068 Diagnosis:9ccs215:gu cong anom:0.067 Diagnosis:9ccs197:Skin infectn:-0.065 Diagnosis:9ccs90:Eye infectn:0.046 Diagnosis:9ccs155:Other GI dx:0.044 MatDeliveryAge:0.044 Diagnosis:9ccs224:Ot perint dx:0.036 Diagnosis:9ccs51:Ot endo dsor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs51:Ot endo dsor:1.000 Diagnosis:9ccs48:Thyroid dsor:0.113 Diagnosis:9ccs217:Ot cong anom:0.099 Diagnosis:9ccs209:Ot acq defor:0.095 Diagnosis:9ccs208:Acq foot def:0.081 Diagnosis:9ccs212:Ot bone dx:0.077 Diagnosis:9ccs167:Breast dx:0.070 Diagnosis:9ccs128:Asthma:0.066 Diagnosis:9ccs83:Epilepsy/cnv:0.062 Diagnosis:9ccs253:Allergy:0.057 Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.803 [0.181 3.555] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs215:gu cong anom:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.245 Newborn Diagnosis:9ccs253:Allergy:0.152 Diagnosis:9ccs163:Other GU dx:0.137 Diagnosis:9ccs2:Septicemia:0.097 Diagnosis:9ccs143:Abdom hernia:0.092 Diagnosis:9ccs175:Ot femal gen:0.089 Diagnosis:9ccs219:Low birth wt:0.087 Diagnosis:9ccs168:PID:0.082 Newborn Diagnosis:9ccs221:Resp distres:0.082 Vital: HC Percentile-avg10to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs238:Complic proc:-0.305 Diagnosis:9ccs95:Oth nerv dx:-0.106 Newborn Diagnosis:9ccs96:Hrt valve dx:0.096 Newborn Diagnosis:9ccs94:Other ear dx:0.093 Diagnosis:9ccs138:Esophgeal dx:-0.093 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.075 Newborn Diagnosis:9ccs219:Low birth wt:-0.070 Diagnosis:9ccs140:Gastritis:0.069 Newborn Diagnosis:9ccs256:Exam/eval:-0.069 Diagnosis:9ccs74:Ot mentl cnd:-0.059 Vital: HC Percentile-avg7to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs238:Complic proc:-0.367 Diagnosis:9ccs204:Ot joint dx:0.161 Diagnosis:9ccs242:Poisn ot med:0.161 Diagnosis:9ccs95:Oth nerv dx:-0.128 Diagnosis:9ccs143:Abdom hernia:-0.119 Diagnosis:9ccs251:Abdomnl pain:0.118 Diagnosis:9ccs167:Breast dx:0.114 Newborn Diagnosis:9ccs94:Other ear dx:0.111 Diagnosis:9ccs138:Esophgeal dx:-0.111 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.089 Diagnosis:9ccs214:GI cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs214:GI cong anom:1.000 Newborn Diagnosis:9ccs0:No DX:0.125 Number of Visits:0.101 Diagnosis:9ccs239:Superfic inj:0.097 Diagnosis:9ccs258:Other screen:0.094 Diagnosis:9ccs133:Oth low resp:0.082 Diagnosis:9ccs136:Teeth dx:0.081 Diagnosis:9ccs4:Mycoses:0.063 Diagnosis:9ccs200:Oth skin dx:0.059 Diagnosis:9ccs198:Ot infl skin:0.058 Diagnosis:9ccs204:Ot joint dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs204:Ot joint dx:1.000 Diagnosis:9ccs242:Poisn ot med:0.283 Diagnosis:9ccs211:Ot conn tiss:0.163 Lab:292495 LEAD LEVEL - Sunrise:0.103 Diagnosis:9ccs251:Abdomnl pain:0.100 Diagnosis:9ccs167:Breast dx:0.096 Diagnosis:9ccs55:Fluid/elc dx:0.092 Diagnosis:9ccs224:Ot perint dx:0.090 Diagnosis:9ccs239:Superfic inj:0.076 Diagnosis:9ccs133:Oth low resp:0.065 Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:1.000 Diagnosis:9ccs64:Ot hematl dx:0.155 Diagnosis:9ccs134:Ot uppr resp:0.150 Diagnosis:9ccs89:Blindness:0.150 Diagnosis:9ccs212:Ot bone dx:0.125 Diagnosis:9ccs251:Abdomnl pain:0.120 Diagnosis:9ccs154:Gastroent:0.086 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.066 Number of Visits:0.063 Diagnosis:9ccs91:Other eye dx:0.063 Diagnosis:9ccs205:Back problem | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs205:Back problem:1.000 Diagnosis:9ccs168:PID:0.200 Diagnosis:9ccs224:Ot perint dx:0.140 Number of Visits:0.101 Diagnosis:9ccs117:Ot circul dx:0.091 Diagnosis:9ccs89:Blindness:0.090 Newborn Diagnosis:9ccs253:Allergy:0.085 Diagnosis:9ccs257:Ot aftercare:0.083 Diagnosis:9ccs94:Other ear dx:0.079 Diagnosis:9ccs163:Other GU dx:0.077 Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:1.000 Diagnosis:9ccs83:Epilepsy/cnv:0.193 Diagnosis:9ccs51:Ot endo dsor:0.113 Diagnosis:9ccs167:Breast dx:0.104 Diagnosis:9ccs247:Lymph enlarg:0.075 Number of Visits:0.071 Diagnosis:9ccs7:Viral infect:0.070 Diagnosis:9ccs124:Tonsillitis:0.066 Diagnosis:9ccs59:Anemia:0.056 Newborn Diagnosis:9ccs217:Ot cong anom:0.047 Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs163:Other GU dx:1.000 Diagnosis:9ccs168:PID:0.200 Diagnosis:9ccs215:gu cong anom:0.137 Diagnosis:9ccs159:UTI:0.106 Diagnosis:9ccs242:Poisn ot med:0.104 Diagnosis:9ccs175:Ot femal gen:0.104 Diagnosis:9ccs244:Other injury:0.101 Diagnosis:9ccs224:Ot perint dx:0.101 Number of Visits:0.089 Diagnosis:9ccs243:Poisn nonmed:0.085 Lab:321981 BILIRUBIN TOTAL - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.507 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:1.000 Diagnosis:9ccs47:Ot bnign neo:-0.104 Diagnosis:9ccs222:Perint jaund:0.077 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.065 Diagnosis:9ccs217:Ot cong anom:-0.054 Diagnosis:9ccs239:Superfic inj:-0.053 Diagnosis:9ccs200:Oth skin dx:-0.045 Diagnosis:9ccs247:Lymph enlarg:0.040 Diagnosis:9ccs138:Esophgeal dx:0.039 Diagnosis:9ccs209:Ot acq defor:-0.037 Newborn Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.507 Correlated most with: Newborn Diagnosis:9ccs95:Oth nerv dx:1.000 Diagnosis:9ccs216:Nerv cong an:0.155 Diagnosis:9ccs2603:E Codes: Fall:0.150 Newborn Diagnosis:9ccs224:Ot perint dx:0.085 Diagnosis:9ccs10:Immuniz/scrn:-0.062 Diagnosis:9ccs95:Oth nerv dx:0.061 Diagnosis:9ccs138:Esophgeal dx:0.051 Diagnosis:9ccs257:Ot aftercare:-0.047 Diagnosis:9ccs255:Social admin:-0.038 Diagnosis:9ccs250:Nausea/vomit:0.036 Diagnosis:9ccs242:Poisn ot med | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs242:Poisn ot med:1.000 Diagnosis:9ccs204:Ot joint dx:0.283 Diagnosis:9ccs243:Poisn nonmed:0.115 Diagnosis:9ccs163:Other GU dx:0.104 Diagnosis:9ccs251:Abdomnl pain:0.100 Diagnosis:9ccs167:Breast dx:0.096 Diagnosis:9ccs259:Unclassified:0.093 Diagnosis:9ccs55:Fluid/elc dx:0.092 Newborn Diagnosis:9ccs223:Birth trauma:0.081 Diagnosis:9ccs154:Gastroent:0.070 Diagnosis:9ccs63:Wht blood dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs63:Wht blood dx:1.000 Diagnosis:9ccs209:Ot acq defor:0.121 Newborn Diagnosis:9ccs221:Resp distres:0.121 Diagnosis:9ccs168:PID:0.121 Diagnosis:9ccs159:UTI:0.099 Diagnosis:9ccs143:Abdom hernia:0.091 Diagnosis:9ccs161:Ot dx kidney:0.079 Diagnosis:9ccs257:Ot aftercare:0.062 MatDeliveryAge:0.043 Diagnosis:9ccs217:Ot cong anom:0.040 Vital: HC Percentile-avg13to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs163:Other GU dx:-0.238 Diagnosis:9ccs219:Low birth wt:-0.163 Diagnosis:9ccs204:Ot joint dx:0.117 Diagnosis:9ccs242:Poisn ot med:0.117 Diagnosis:9ccs224:Ot perint dx:-0.111 Diagnosis:9ccs113:Late eff CVD:-0.092 Diagnosis:9ccs159:UTI:-0.089 Diagnosis:9ccs251:Abdomnl pain:0.086 Newborn Diagnosis:9ccs219:Low birth wt:-0.084 Diagnosis:9ccs167:Breast dx:0.083 Diagnosis:9ccs208:Acq foot def | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs208:Acq foot def:1.000 Diagnosis:9ccs95:Oth nerv dx:0.129 Diagnosis:9ccs211:Ot conn tiss:0.127 Diagnosis:9ccs216:Nerv cong an:0.102 Diagnosis:9ccs209:Ot acq defor:0.101 Diagnosis:9ccs51:Ot endo dsor:0.081 Newborn Diagnosis:9ccs217:Ot cong anom:0.071 Diagnosis:9ccs259:Unclassified:0.067 Diagnosis:9ccs198:Ot infl skin:0.063 Diagnosis:9ccs92:Otitis media:0.063 Vital: BP-avg16to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs96:Hrt valve dx:-0.068 Diagnosis:9ccs59:Anemia:0.066 Diagnosis:9ccs197:Skin infectn:-0.047 Diagnosis:9ccs90:Eye infectn:0.042 Diagnosis:9ccs200:Oth skin dx:0.037 Diagnosis:9ccs257:Ot aftercare:0.033 Diagnosis:9ccs253:Allergy:0.032 Diagnosis:9ccs213:Cardiac anom:-0.018 Number of Visits:0.018 Diagnosis:9ccs159:UTI:-0.014 Lab:306605 BILIRUBIN DIRECT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.507 Correlated most with: Lab:306605 BILIRUBIN DIRECT - Sunrise:1.000 Diagnosis:9ccs247:Lymph enlarg:0.206 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.105 Diagnosis:9ccs47:Ot bnign neo:-0.097 Diagnosis:9ccs138:Esophgeal dx:-0.070 Newborn Diagnosis:9ccs259:Unclassified:0.066 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.065 Diagnosis:9ccs0:No DX:0.062 Diagnosis:9ccs126:Ot up rsp in:0.054 Diagnosis:9ccs217:Ot cong anom:-0.050 Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs117:Ot circul dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.310 Diagnosis:9ccs96:Hrt valve dx:0.230 Diagnosis:9ccs205:Back problem:0.091 Newborn Diagnosis:9ccs96:Hrt valve dx:0.083 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.057 Diagnosis:9ccs124:Tonsillitis:0.051 Diagnosis:9ccs8:Oth infectns:0.051 Diagnosis:9ccs258:Other screen:0.051 Diagnosis:9ccs200:Oth skin dx:-0.045 Diagnosis:9ccs175:Ot femal gen | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs175:Ot femal gen:1.000 Diagnosis:9ccs240:Burns:0.104 Diagnosis:9ccs163:Other GU dx:0.104 Diagnosis:9ccs251:Abdomnl pain:0.100 Diagnosis:9ccs215:gu cong anom:0.089 Diagnosis:9ccs161:Ot dx kidney:0.086 Diagnosis:10ccs58:Ot nutrit dx:0.081 Diagnosis:9ccs198:Ot infl skin:0.063 Diagnosis:9ccs2603:E Codes: Fall:0.058 Diagnosis:9ccs92:Otitis media:0.055 Vital : 0.940064307399 MatDeliveryAge : 0.0176287712095 Number of Visits : 0.015485046678 Diagnosis : 0.0162532700519 Newborn Diagnosis : 0.0102438603782 Lab : 0.000324744283845 Time to run analysis 0:21:15.319728 Total Time elapsed 16:07:29.512423 ----------------------------------------------------- girls min_5 no_census gradientboost regression Running batch 1 of 7 with 16 nodes Bootstrap CV 12, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.854, R^2 test: 0.400 Bootstrap CV 12, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.850, R^2 test: 0.390 Bootstrap CV 12, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.924, R^2 test: 0.423 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.932, Explained Variance Score Train: 0.834 AUC Validation: 0.872, Explained Variance Score Validation: 0.364 AUC Test: 0.780, Explained Variance Score Test: 0.314 Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.827, R^2 test: 0.189 Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.820, R^2 test: 0.188 Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.836, R^2 test: 0.141 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.964, Explained Variance Score Train: 0.826 AUC Validation: 0.738, Explained Variance Score Validation: 0.193 AUC Test: 0.784, Explained Variance Score Test: 0.290 Bootstrap CV 13, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.893, R^2 test: 0.177 Bootstrap CV 13, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.921, R^2 test: 0.157 Bootstrap CV 13, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.935, R^2 test: 0.146 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.977, Explained Variance Score Train: 0.935 AUC Validation: 0.671, Explained Variance Score Validation: 0.169 AUC Test: 0.784, Explained Variance Score Test: 0.315 Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.889, R^2 test: 0.242 Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.893, R^2 test: 0.223 Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.923, R^2 test: 0.174 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.964, Explained Variance Score Train: 0.862 AUC Validation: 0.793, Explained Variance Score Validation: 0.314 AUC Test: 0.755, Explained Variance Score Test: 0.292 Bootstrap CV 11, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.732, R^2 test: 0.258 Bootstrap CV 11, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.744, R^2 test: 0.301 Bootstrap CV 11, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.827, R^2 test: 0.288 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.947, Explained Variance Score Train: 0.756 AUC Validation: 0.800, Explained Variance Score Validation: 0.250 AUC Test: 0.779, Explained Variance Score Test: 0.284 Bootstrap CV 10, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.668, R^2 test: 0.281 Bootstrap CV 10, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.769, R^2 test: 0.260 Bootstrap CV 10, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.757, R^2 test: 0.276 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.951, Explained Variance Score Train: 0.797 AUC Validation: 0.686, Explained Variance Score Validation: 0.300 AUC Test: 0.807, Explained Variance Score Test: 0.280 Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.852, R^2 test: 0.265 Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.911, R^2 test: 0.319 Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.951, R^2 test: 0.278 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.973, Explained Variance Score Train: 0.905 AUC Validation: 0.799, Explained Variance Score Validation: 0.300 AUC Test: 0.790, Explained Variance Score Test: 0.297 Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.777, R^2 test: 0.342 Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.786, R^2 test: 0.342 Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.812, R^2 test: 0.338 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.966, Explained Variance Score Train: 0.797 AUC Validation: 0.890, Explained Variance Score Validation: 0.364 AUC Test: 0.796, Explained Variance Score Test: 0.280 Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.829, R^2 test: 0.247 Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.891, R^2 test: 0.274 Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.931, R^2 test: 0.273 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.964, Explained Variance Score Train: 0.925 AUC Validation: 0.866, Explained Variance Score Validation: 0.303 AUC Test: 0.786, Explained Variance Score Test: 0.302 Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.802, R^2 test: 0.178 Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.784, R^2 test: 0.162 Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.878, R^2 test: 0.163 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.938, Explained Variance Score Train: 0.824 AUC Validation: 0.776, Explained Variance Score Validation: 0.267 AUC Test: 0.816, Explained Variance Score Test: 0.317 Bootstrap CV 15, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.727, R^2 test: 0.237 Bootstrap CV 15, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.803, R^2 test: 0.281 Bootstrap CV 15, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.835, R^2 test: 0.274 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.961, Explained Variance Score Train: 0.838 AUC Validation: 0.699, Explained Variance Score Validation: 0.299 AUC Test: 0.774, Explained Variance Score Test: 0.254 Bootstrap CV 14, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.667, R^2 test: 0.178 Bootstrap CV 14, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.727, R^2 test: 0.182 Bootstrap CV 14, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.715, R^2 test: 0.196 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.940, Explained Variance Score Train: 0.728 AUC Validation: 0.761, Explained Variance Score Validation: 0.211 AUC Test: 0.795, Explained Variance Score Test: 0.299 Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.789, R^2 test: 0.250 Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.837, R^2 test: 0.190 Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.900, R^2 test: 0.192 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.963, Explained Variance Score Train: 0.884 AUC Validation: 0.703, Explained Variance Score Validation: 0.249 AUC Test: 0.784, Explained Variance Score Test: 0.325 Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.746, R^2 test: 0.380 Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.807, R^2 test: 0.324 Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.842, R^2 test: 0.391 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.940, Explained Variance Score Train: 0.819 AUC Validation: 0.876, Explained Variance Score Validation: 0.410 AUC Test: 0.753, Explained Variance Score Test: 0.286 Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.784, R^2 test: 0.200 Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.813, R^2 test: 0.216 Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.882, R^2 test: 0.246 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.976, Explained Variance Score Train: 0.885 AUC Validation: 0.878, Explained Variance Score Validation: 0.290 AUC Test: 0.751, Explained Variance Score Test: 0.230 Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.848, R^2 test: 0.130 Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.897, R^2 test: 0.122 Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.937, R^2 test: 0.146 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.946, Explained Variance Score Train: 0.915 AUC Validation: 0.719, Explained Variance Score Validation: 0.151 AUC Test: 0.768, Explained Variance Score Test: 0.248 Running batch 2 of 7 with 16 nodes Bootstrap CV 30, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.740, R^2 test: 0.226 Bootstrap CV 30, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.749, R^2 test: 0.227 Bootstrap CV 30, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.783, R^2 test: 0.248 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.937, Explained Variance Score Train: 0.693 AUC Validation: 0.825, Explained Variance Score Validation: 0.248 AUC Test: 0.779, Explained Variance Score Test: 0.268 Bootstrap CV 25, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.845, R^2 test: 0.208 Bootstrap CV 25, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.861, R^2 test: 0.188 Bootstrap CV 25, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.902, R^2 test: 0.189 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.976, Explained Variance Score Train: 0.890 AUC Validation: 0.737, Explained Variance Score Validation: 0.240 AUC Test: 0.769, Explained Variance Score Test: 0.281 Bootstrap CV 21, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.754, R^2 test: 0.377 Bootstrap CV 21, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.791, R^2 test: 0.337 Bootstrap CV 21, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.814, R^2 test: 0.395 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.954, Explained Variance Score Train: 0.760 AUC Validation: 0.793, Explained Variance Score Validation: 0.383 AUC Test: 0.804, Explained Variance Score Test: 0.345 Bootstrap CV 28, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.803, R^2 test: 0.339 Bootstrap CV 28, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.845, R^2 test: 0.341 Bootstrap CV 28, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.849, R^2 test: 0.362 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.945, Explained Variance Score Train: 0.767 AUC Validation: 0.835, Explained Variance Score Validation: 0.339 AUC Test: 0.794, Explained Variance Score Test: 0.302 Bootstrap CV 20, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.853, R^2 test: 0.383 Bootstrap CV 20, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.883, R^2 test: 0.391 Bootstrap CV 20, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.865, R^2 test: 0.389 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.973, Explained Variance Score Train: 0.885 AUC Validation: 0.806, Explained Variance Score Validation: 0.382 AUC Test: 0.793, Explained Variance Score Test: 0.336 Bootstrap CV 26, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.843, R^2 test: 0.196 Bootstrap CV 26, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.876, R^2 test: 0.264 Bootstrap CV 26, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.925, R^2 test: 0.249 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.985, Explained Variance Score Train: 0.905 AUC Validation: 0.698, Explained Variance Score Validation: 0.177 AUC Test: 0.795, Explained Variance Score Test: 0.315 Bootstrap CV 27, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.685, R^2 test: 0.158 Bootstrap CV 27, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.729, R^2 test: 0.152 Bootstrap CV 27, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.743, R^2 test: 0.147 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.956, Explained Variance Score Train: 0.748 AUC Validation: 0.731, Explained Variance Score Validation: 0.197 AUC Test: 0.812, Explained Variance Score Test: 0.273 Bootstrap CV 22, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.737, R^2 test: 0.092 Bootstrap CV 22, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.795, R^2 test: 0.049 Bootstrap CV 22, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.829, R^2 test: -0.059 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.965, Explained Variance Score Train: 0.823 AUC Validation: 0.638, Explained Variance Score Validation: 0.041 AUC Test: 0.785, Explained Variance Score Test: 0.312 Bootstrap CV 29, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.769, R^2 test: 0.201 Bootstrap CV 29, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.832, R^2 test: 0.181 Bootstrap CV 29, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.864, R^2 test: 0.209 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.956, Explained Variance Score Train: 0.859 AUC Validation: 0.685, Explained Variance Score Validation: 0.169 AUC Test: 0.739, Explained Variance Score Test: 0.232 Bootstrap CV 18, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.785, R^2 test: 0.333 Bootstrap CV 18, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.811, R^2 test: 0.343 Bootstrap CV 18, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.840, R^2 test: 0.346 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.970, Explained Variance Score Train: 0.840 AUC Validation: 0.823, Explained Variance Score Validation: 0.380 AUC Test: 0.799, Explained Variance Score Test: 0.291 Bootstrap CV 19, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.722, R^2 test: 0.148 Bootstrap CV 19, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.736, R^2 test: 0.139 Bootstrap CV 19, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.755, R^2 test: 0.188 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.980, Explained Variance Score Train: 0.745 AUC Validation: 0.741, Explained Variance Score Validation: 0.213 AUC Test: 0.809, Explained Variance Score Test: 0.297 Bootstrap CV 24, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.816, R^2 test: 0.276 Bootstrap CV 24, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.881, R^2 test: 0.263 Bootstrap CV 24, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.910, R^2 test: 0.241 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.871 AUC Validation: 0.691, Explained Variance Score Validation: 0.257 AUC Test: 0.795, Explained Variance Score Test: 0.279 Bootstrap CV 16, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.758, R^2 test: 0.360 Bootstrap CV 16, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.823, R^2 test: 0.372 Bootstrap CV 16, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.849, R^2 test: 0.360 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.966, Explained Variance Score Train: 0.859 AUC Validation: 0.795, Explained Variance Score Validation: 0.327 AUC Test: 0.777, Explained Variance Score Test: 0.310 Bootstrap CV 17, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.707, R^2 test: 0.126 Bootstrap CV 17, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.764, R^2 test: 0.152 Bootstrap CV 17, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.835, R^2 test: 0.148 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.979, Explained Variance Score Train: 0.851 AUC Validation: 0.676, Explained Variance Score Validation: 0.138 AUC Test: 0.794, Explained Variance Score Test: 0.340 Bootstrap CV 31, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.841, R^2 test: 0.150 Bootstrap CV 31, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.874, R^2 test: 0.146 Bootstrap CV 31, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.889, R^2 test: 0.149 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.997, Explained Variance Score Train: 0.894 AUC Validation: 0.633, Explained Variance Score Validation: 0.177 AUC Test: 0.778, Explained Variance Score Test: 0.238 Bootstrap CV 23, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.727, R^2 test: 0.209 Bootstrap CV 23, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.771, R^2 test: 0.222 Bootstrap CV 23, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.812, R^2 test: 0.240 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.958, Explained Variance Score Train: 0.802 AUC Validation: 0.760, Explained Variance Score Validation: 0.244 AUC Test: 0.766, Explained Variance Score Test: 0.261 Running batch 3 of 7 with 16 nodes Bootstrap CV 45, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.803, R^2 test: 0.156 Bootstrap CV 45, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.827, R^2 test: 0.160 Bootstrap CV 45, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.911, R^2 test: 0.197 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.968, Explained Variance Score Train: 0.810 AUC Validation: 0.775, Explained Variance Score Validation: 0.179 AUC Test: 0.782, Explained Variance Score Test: 0.298 Bootstrap CV 41, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.814, R^2 test: 0.242 Bootstrap CV 41, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.855, R^2 test: 0.229 Bootstrap CV 41, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.848, R^2 test: 0.229 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.955, Explained Variance Score Train: 0.864 AUC Validation: 0.739, Explained Variance Score Validation: 0.217 AUC Test: 0.788, Explained Variance Score Test: 0.308 Bootstrap CV 32, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.810, R^2 test: 0.274 Bootstrap CV 32, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.829, R^2 test: 0.224 Bootstrap CV 32, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.854, R^2 test: 0.208 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.961, Explained Variance Score Train: 0.800 AUC Validation: 0.768, Explained Variance Score Validation: 0.252 AUC Test: 0.806, Explained Variance Score Test: 0.305 Bootstrap CV 46, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.751, R^2 test: 0.278 Bootstrap CV 46, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.873, R^2 test: 0.234 Bootstrap CV 46, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.869, R^2 test: 0.266 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.972, Explained Variance Score Train: 0.826 AUC Validation: 0.757, Explained Variance Score Validation: 0.262 AUC Test: 0.790, Explained Variance Score Test: 0.295 Bootstrap CV 34, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.868, R^2 test: 0.215 Bootstrap CV 34, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.898, R^2 test: 0.183 Bootstrap CV 34, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.905, R^2 test: 0.202 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.980, Explained Variance Score Train: 0.870 AUC Validation: 0.700, Explained Variance Score Validation: 0.259 AUC Test: 0.827, Explained Variance Score Test: 0.342 Bootstrap CV 42, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.786, R^2 test: 0.245 Bootstrap CV 42, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.812, R^2 test: 0.266 Bootstrap CV 42, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.856, R^2 test: 0.311 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.956, Explained Variance Score Train: 0.828 AUC Validation: 0.808, Explained Variance Score Validation: 0.377 AUC Test: 0.785, Explained Variance Score Test: 0.283 Bootstrap CV 35, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.777, R^2 test: 0.302 Bootstrap CV 35, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.831, R^2 test: 0.256 Bootstrap CV 35, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.822, R^2 test: 0.271 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.979, Explained Variance Score Train: 0.833 AUC Validation: 0.719, Explained Variance Score Validation: 0.303 AUC Test: 0.807, Explained Variance Score Test: 0.307 Bootstrap CV 47, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.865, R^2 test: 0.126 Bootstrap CV 47, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.879, R^2 test: 0.152 Bootstrap CV 47, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.925, R^2 test: 0.154 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.994, Explained Variance Score Train: 0.918 AUC Validation: 0.682, Explained Variance Score Validation: 0.157 AUC Test: 0.795, Explained Variance Score Test: 0.307 Bootstrap CV 38, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.766, R^2 test: 0.142 Bootstrap CV 38, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.763, R^2 test: 0.208 Bootstrap CV 38, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.790, R^2 test: 0.186 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.955, Explained Variance Score Train: 0.836 AUC Validation: 0.726, Explained Variance Score Validation: 0.126 AUC Test: 0.764, Explained Variance Score Test: 0.256 Bootstrap CV 43, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.798, R^2 test: 0.082 Bootstrap CV 43, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.887, R^2 test: 0.050 Bootstrap CV 43, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.851, R^2 test: 0.070 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.956, Explained Variance Score Train: 0.878 AUC Validation: 0.739, Explained Variance Score Validation: 0.039 AUC Test: 0.763, Explained Variance Score Test: 0.282 Bootstrap CV 39, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.828, R^2 test: 0.221 Bootstrap CV 39, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.848, R^2 test: 0.239 Bootstrap CV 39, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.920, R^2 test: 0.254 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.986, Explained Variance Score Train: 0.857 AUC Validation: 0.755, Explained Variance Score Validation: 0.267 AUC Test: 0.786, Explained Variance Score Test: 0.328 Bootstrap CV 40, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.880, R^2 test: 0.140 Bootstrap CV 40, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.903, R^2 test: 0.182 Bootstrap CV 40, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.920, R^2 test: 0.131 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.941, Explained Variance Score Train: 0.915 AUC Validation: 0.770, Explained Variance Score Validation: 0.131 AUC Test: 0.789, Explained Variance Score Test: 0.315 Bootstrap CV 44, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.670, R^2 test: 0.225 Bootstrap CV 44, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.760, R^2 test: 0.245 Bootstrap CV 44, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.778, R^2 test: 0.265 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.929, Explained Variance Score Train: 0.768 AUC Validation: 0.727, Explained Variance Score Validation: 0.263 AUC Test: 0.783, Explained Variance Score Test: 0.257 Bootstrap CV 36, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.845, R^2 test: 0.147 Bootstrap CV 36, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.874, R^2 test: 0.153 Bootstrap CV 36, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.895, R^2 test: 0.142 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.980, Explained Variance Score Train: 0.897 AUC Validation: 0.665, Explained Variance Score Validation: 0.138 AUC Test: 0.790, Explained Variance Score Test: 0.269 Bootstrap CV 37, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.789, R^2 test: 0.398 Bootstrap CV 37, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.721, R^2 test: 0.403 Bootstrap CV 37, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.829, R^2 test: 0.412 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.978, Explained Variance Score Train: 0.831 AUC Validation: 0.885, Explained Variance Score Validation: 0.410 AUC Test: 0.794, Explained Variance Score Test: 0.300 Bootstrap CV 33, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.808, R^2 test: 0.312 Bootstrap CV 33, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.850, R^2 test: 0.274 Bootstrap CV 33, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.911, R^2 test: 0.307 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.964, Explained Variance Score Train: 0.872 AUC Validation: 0.758, Explained Variance Score Validation: 0.311 AUC Test: 0.756, Explained Variance Score Test: 0.240 Running batch 4 of 7 with 16 nodes Bootstrap CV 53, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.870, R^2 test: 0.325 Bootstrap CV 53, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.858, R^2 test: 0.275 Bootstrap CV 53, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.929, R^2 test: 0.362 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.965, Explained Variance Score Train: 0.854 AUC Validation: 0.753, Explained Variance Score Validation: 0.328 AUC Test: 0.781, Explained Variance Score Test: 0.275 Bootstrap CV 63, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.723, R^2 test: 0.202 Bootstrap CV 63, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.773, R^2 test: 0.197 Bootstrap CV 63, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.886, R^2 test: 0.189 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.943, Explained Variance Score Train: 0.759 AUC Validation: 0.833, Explained Variance Score Validation: 0.227 AUC Test: 0.819, Explained Variance Score Test: 0.294 Bootstrap CV 58, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.837, R^2 test: 0.207 Bootstrap CV 58, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.899, R^2 test: 0.266 Bootstrap CV 58, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.934, R^2 test: 0.248 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.962, Explained Variance Score Train: 0.924 AUC Validation: 0.751, Explained Variance Score Validation: 0.305 AUC Test: 0.799, Explained Variance Score Test: 0.289 Bootstrap CV 54, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.722, R^2 test: 0.288 Bootstrap CV 54, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.827, R^2 test: 0.312 Bootstrap CV 54, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.790, R^2 test: 0.281 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.941, Explained Variance Score Train: 0.809 AUC Validation: 0.746, Explained Variance Score Validation: 0.267 AUC Test: 0.802, Explained Variance Score Test: 0.307 Bootstrap CV 52, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.846, R^2 test: 0.343 Bootstrap CV 52, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.854, R^2 test: 0.340 Bootstrap CV 52, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.901, R^2 test: 0.375 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.987, Explained Variance Score Train: 0.884 AUC Validation: 0.832, Explained Variance Score Validation: 0.344 AUC Test: 0.811, Explained Variance Score Test: 0.289 Bootstrap CV 49, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.672, R^2 test: 0.031 Bootstrap CV 49, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.827, R^2 test: -0.030 Bootstrap CV 49, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.876, R^2 test: -0.005 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.976, Explained Variance Score Train: 0.886 AUC Validation: 0.565, Explained Variance Score Validation: -0.056 AUC Test: 0.803, Explained Variance Score Test: 0.308 Bootstrap CV 60, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.693, R^2 test: 0.373 Bootstrap CV 60, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.855, R^2 test: 0.398 Bootstrap CV 60, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.876, R^2 test: 0.401 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.957, Explained Variance Score Train: 0.847 AUC Validation: 0.871, Explained Variance Score Validation: 0.410 AUC Test: 0.789, Explained Variance Score Test: 0.311 Bootstrap CV 59, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.856, R^2 test: 0.134 Bootstrap CV 59, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.933, R^2 test: 0.117 Bootstrap CV 59, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.951, R^2 test: 0.131 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.986, Explained Variance Score Train: 0.953 AUC Validation: 0.685, Explained Variance Score Validation: 0.140 AUC Test: 0.773, Explained Variance Score Test: 0.241 Bootstrap CV 56, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.730, R^2 test: 0.270 Bootstrap CV 56, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.779, R^2 test: 0.244 Bootstrap CV 56, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.808, R^2 test: 0.262 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.944, Explained Variance Score Train: 0.812 AUC Validation: 0.741, Explained Variance Score Validation: 0.294 AUC Test: 0.765, Explained Variance Score Test: 0.243 Bootstrap CV 62, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.758, R^2 test: 0.171 Bootstrap CV 62, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.836, R^2 test: 0.172 Bootstrap CV 62, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.879, R^2 test: 0.165 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.948, Explained Variance Score Train: 0.807 AUC Validation: 0.779, Explained Variance Score Validation: 0.240 AUC Test: 0.776, Explained Variance Score Test: 0.269 Bootstrap CV 57, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.828, R^2 test: 0.218 Bootstrap CV 57, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.855, R^2 test: 0.225 Bootstrap CV 57, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.880, R^2 test: 0.208 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.973, Explained Variance Score Train: 0.891 AUC Validation: 0.747, Explained Variance Score Validation: 0.229 AUC Test: 0.778, Explained Variance Score Test: 0.235 Bootstrap CV 55, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.762, R^2 test: 0.221 Bootstrap CV 55, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.828, R^2 test: 0.189 Bootstrap CV 55, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.833, R^2 test: 0.214 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.964, Explained Variance Score Train: 0.849 AUC Validation: 0.782, Explained Variance Score Validation: 0.251 AUC Test: 0.794, Explained Variance Score Test: 0.304 Bootstrap CV 48, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.766, R^2 test: 0.257 Bootstrap CV 48, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.892, R^2 test: 0.256 Bootstrap CV 48, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.898, R^2 test: 0.269 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.979, Explained Variance Score Train: 0.912 AUC Validation: 0.806, Explained Variance Score Validation: 0.246 AUC Test: 0.780, Explained Variance Score Test: 0.287 Bootstrap CV 50, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.755, R^2 test: 0.175 Bootstrap CV 50, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.857, R^2 test: 0.309 Bootstrap CV 50, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.865, R^2 test: 0.175 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.879 AUC Validation: 0.792, Explained Variance Score Validation: 0.236 AUC Test: 0.793, Explained Variance Score Test: 0.300 Bootstrap CV 61, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.815, R^2 test: 0.210 Bootstrap CV 61, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.833, R^2 test: 0.202 Bootstrap CV 61, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.861, R^2 test: 0.204 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.958, Explained Variance Score Train: 0.876 AUC Validation: 0.752, Explained Variance Score Validation: 0.212 AUC Test: 0.788, Explained Variance Score Test: 0.329 Bootstrap CV 51, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.776, R^2 test: 0.238 Bootstrap CV 51, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.834, R^2 test: 0.235 Bootstrap CV 51, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.918, R^2 test: 0.243 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.932, Explained Variance Score Train: 0.868 AUC Validation: 0.775, Explained Variance Score Validation: 0.232 AUC Test: 0.787, Explained Variance Score Test: 0.300 Running batch 5 of 7 with 16 nodes Bootstrap CV 79, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.738, R^2 test: 0.236 Bootstrap CV 79, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.785, R^2 test: 0.238 Bootstrap CV 79, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.826, R^2 test: 0.231 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.981, Explained Variance Score Train: 0.810 AUC Validation: 0.838, Explained Variance Score Validation: 0.256 AUC Test: 0.772, Explained Variance Score Test: 0.263 Bootstrap CV 78, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.729, R^2 test: 0.223 Bootstrap CV 78, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.789, R^2 test: 0.277 Bootstrap CV 78, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.785, R^2 test: 0.246 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.952, Explained Variance Score Train: 0.773 AUC Validation: 0.761, Explained Variance Score Validation: 0.235 AUC Test: 0.809, Explained Variance Score Test: 0.301 Bootstrap CV 74, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.850, R^2 test: 0.160 Bootstrap CV 74, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.910, R^2 test: 0.218 Bootstrap CV 74, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.901, R^2 test: 0.200 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.965, Explained Variance Score Train: 0.916 AUC Validation: 0.770, Explained Variance Score Validation: 0.225 AUC Test: 0.806, Explained Variance Score Test: 0.324 Bootstrap CV 69, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.868, R^2 test: 0.242 Bootstrap CV 69, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.924, R^2 test: 0.272 Bootstrap CV 69, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.932, R^2 test: 0.295 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.988, Explained Variance Score Train: 0.927 AUC Validation: 0.810, Explained Variance Score Validation: 0.267 AUC Test: 0.777, Explained Variance Score Test: 0.273 Bootstrap CV 65, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.768, R^2 test: 0.211 Bootstrap CV 65, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.839, R^2 test: 0.215 Bootstrap CV 65, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.867, R^2 test: 0.190 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.969, Explained Variance Score Train: 0.888 AUC Validation: 0.701, Explained Variance Score Validation: 0.206 AUC Test: 0.786, Explained Variance Score Test: 0.303 Bootstrap CV 71, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.806, R^2 test: 0.169 Bootstrap CV 71, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.849, R^2 test: 0.203 Bootstrap CV 71, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.863, R^2 test: 0.144 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.970, Explained Variance Score Train: 0.867 AUC Validation: 0.664, Explained Variance Score Validation: 0.190 AUC Test: 0.791, Explained Variance Score Test: 0.291 Bootstrap CV 75, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.784, R^2 test: 0.190 Bootstrap CV 75, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.897, R^2 test: 0.204 Bootstrap CV 75, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.920, R^2 test: 0.215 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.976, Explained Variance Score Train: 0.902 AUC Validation: 0.776, Explained Variance Score Validation: 0.202 AUC Test: 0.802, Explained Variance Score Test: 0.280 Bootstrap CV 64, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.821, R^2 test: 0.255 Bootstrap CV 64, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.835, R^2 test: 0.277 Bootstrap CV 64, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.898, R^2 test: 0.276 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.972, Explained Variance Score Train: 0.893 AUC Validation: 0.813, Explained Variance Score Validation: 0.269 AUC Test: 0.791, Explained Variance Score Test: 0.345 Bootstrap CV 66, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.724, R^2 test: 0.171 Bootstrap CV 66, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.752, R^2 test: 0.207 Bootstrap CV 66, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.785, R^2 test: 0.181 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.951, Explained Variance Score Train: 0.770 AUC Validation: 0.749, Explained Variance Score Validation: 0.208 AUC Test: 0.783, Explained Variance Score Test: 0.303 Bootstrap CV 70, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.749, R^2 test: 0.263 Bootstrap CV 70, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.811, R^2 test: 0.254 Bootstrap CV 70, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.844, R^2 test: 0.251 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.954, Explained Variance Score Train: 0.846 AUC Validation: 0.782, Explained Variance Score Validation: 0.298 AUC Test: 0.806, Explained Variance Score Test: 0.386 Bootstrap CV 77, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.831, R^2 test: 0.236 Bootstrap CV 77, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.828, R^2 test: 0.233 Bootstrap CV 77, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.900, R^2 test: 0.270 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.964, Explained Variance Score Train: 0.879 AUC Validation: 0.824, Explained Variance Score Validation: 0.251 AUC Test: 0.773, Explained Variance Score Test: 0.265 Bootstrap CV 67, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.754, R^2 test: 0.068 Bootstrap CV 67, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.851, R^2 test: 0.076 Bootstrap CV 67, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.855, R^2 test: 0.140 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.967, Explained Variance Score Train: 0.888 AUC Validation: 0.738, Explained Variance Score Validation: 0.123 AUC Test: 0.763, Explained Variance Score Test: 0.230 Bootstrap CV 72, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.748, R^2 test: 0.373 Bootstrap CV 72, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.776, R^2 test: 0.396 Bootstrap CV 72, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.912, R^2 test: 0.401 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.966, Explained Variance Score Train: 0.795 AUC Validation: 0.867, Explained Variance Score Validation: 0.389 AUC Test: 0.793, Explained Variance Score Test: 0.343 Bootstrap CV 68, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.806, R^2 test: 0.366 Bootstrap CV 68, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.883, R^2 test: 0.406 Bootstrap CV 68, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.920, R^2 test: 0.376 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.989, Explained Variance Score Train: 0.909 AUC Validation: 0.882, Explained Variance Score Validation: 0.377 AUC Test: 0.779, Explained Variance Score Test: 0.298 Bootstrap CV 73, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.788, R^2 test: 0.464 Bootstrap CV 73, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.820, R^2 test: 0.446 Bootstrap CV 73, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.822, R^2 test: 0.438 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.920, Explained Variance Score Train: 0.840 AUC Validation: 0.913, Explained Variance Score Validation: 0.437 AUC Test: 0.791, Explained Variance Score Test: 0.307 Bootstrap CV 76, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.736, R^2 test: 0.229 Bootstrap CV 76, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.773, R^2 test: 0.203 Bootstrap CV 76, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.853, R^2 test: 0.229 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.985, Explained Variance Score Train: 0.837 AUC Validation: 0.713, Explained Variance Score Validation: 0.330 AUC Test: 0.775, Explained Variance Score Test: 0.263 Running batch 6 of 7 with 16 nodes Bootstrap CV 95, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.766, R^2 test: 0.256 Bootstrap CV 95, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.740, R^2 test: 0.247 Bootstrap CV 95, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.798, R^2 test: 0.261 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.934, Explained Variance Score Train: 0.748 AUC Validation: 0.848, Explained Variance Score Validation: 0.270 AUC Test: 0.751, Explained Variance Score Test: 0.201 Bootstrap CV 84, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.663, R^2 test: 0.338 Bootstrap CV 84, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.717, R^2 test: 0.350 Bootstrap CV 84, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.867, R^2 test: 0.304 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.977, Explained Variance Score Train: 0.756 AUC Validation: 0.808, Explained Variance Score Validation: 0.336 AUC Test: 0.783, Explained Variance Score Test: 0.285 Bootstrap CV 86, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.784, R^2 test: 0.343 Bootstrap CV 86, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.796, R^2 test: 0.345 Bootstrap CV 86, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.870, R^2 test: 0.329 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.958, Explained Variance Score Train: 0.780 AUC Validation: 0.748, Explained Variance Score Validation: 0.304 AUC Test: 0.807, Explained Variance Score Test: 0.339 Bootstrap CV 94, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.807, R^2 test: 0.233 Bootstrap CV 94, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.874, R^2 test: 0.143 Bootstrap CV 94, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.888, R^2 test: 0.188 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.922, Explained Variance Score Train: 0.765 AUC Validation: 0.704, Explained Variance Score Validation: 0.214 AUC Test: 0.750, Explained Variance Score Test: 0.250 Bootstrap CV 83, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.812, R^2 test: 0.266 Bootstrap CV 83, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.789, R^2 test: 0.264 Bootstrap CV 83, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.873, R^2 test: 0.278 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.945, Explained Variance Score Train: 0.755 AUC Validation: 0.869, Explained Variance Score Validation: 0.301 AUC Test: 0.799, Explained Variance Score Test: 0.238 Bootstrap CV 87, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.815, R^2 test: 0.099 Bootstrap CV 87, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.842, R^2 test: 0.086 Bootstrap CV 87, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.896, R^2 test: 0.112 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.961, Explained Variance Score Train: 0.869 AUC Validation: 0.650, Explained Variance Score Validation: 0.096 AUC Test: 0.762, Explained Variance Score Test: 0.239 Bootstrap CV 85, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.603, R^2 test: 0.330 Bootstrap CV 85, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.773, R^2 test: 0.336 Bootstrap CV 85, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.750, R^2 test: 0.360 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.939, Explained Variance Score Train: 0.754 AUC Validation: 0.817, Explained Variance Score Validation: 0.293 AUC Test: 0.803, Explained Variance Score Test: 0.328 Bootstrap CV 92, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.811, R^2 test: 0.206 Bootstrap CV 92, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.875, R^2 test: 0.196 Bootstrap CV 92, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.904, R^2 test: 0.165 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.991, Explained Variance Score Train: 0.894 AUC Validation: 0.670, Explained Variance Score Validation: 0.206 AUC Test: 0.788, Explained Variance Score Test: 0.324 Bootstrap CV 81, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.757, R^2 test: 0.298 Bootstrap CV 81, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.888, R^2 test: 0.263 Bootstrap CV 81, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.904, R^2 test: 0.355 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.969, Explained Variance Score Train: 0.871 AUC Validation: 0.824, Explained Variance Score Validation: 0.304 AUC Test: 0.774, Explained Variance Score Test: 0.273 Bootstrap CV 80, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.854, R^2 test: 0.245 Bootstrap CV 80, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.914, R^2 test: 0.232 Bootstrap CV 80, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.940, R^2 test: 0.194 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.873 AUC Validation: 0.849, Explained Variance Score Validation: 0.267 AUC Test: 0.794, Explained Variance Score Test: 0.288 Bootstrap CV 90, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.767, R^2 test: 0.148 Bootstrap CV 90, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.806, R^2 test: 0.145 Bootstrap CV 90, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.850, R^2 test: 0.129 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.966, Explained Variance Score Train: 0.814 AUC Validation: 0.695, Explained Variance Score Validation: 0.145 AUC Test: 0.801, Explained Variance Score Test: 0.286 Bootstrap CV 82, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.791, R^2 test: 0.236 Bootstrap CV 82, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.901, R^2 test: 0.219 Bootstrap CV 82, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.913, R^2 test: 0.176 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.984, Explained Variance Score Train: 0.877 AUC Validation: 0.714, Explained Variance Score Validation: 0.248 AUC Test: 0.793, Explained Variance Score Test: 0.280 Bootstrap CV 89, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.806, R^2 test: 0.278 Bootstrap CV 89, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.876, R^2 test: 0.253 Bootstrap CV 89, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.882, R^2 test: 0.258 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.938, Explained Variance Score Train: 0.852 AUC Validation: 0.757, Explained Variance Score Validation: 0.252 AUC Test: 0.795, Explained Variance Score Test: 0.344 Bootstrap CV 93, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.707, R^2 test: 0.258 Bootstrap CV 93, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.793, R^2 test: 0.278 Bootstrap CV 93, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.816, R^2 test: 0.254 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.953, Explained Variance Score Train: 0.817 AUC Validation: 0.801, Explained Variance Score Validation: 0.311 AUC Test: 0.806, Explained Variance Score Test: 0.323 Bootstrap CV 91, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.723, R^2 test: 0.235 Bootstrap CV 91, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.767, R^2 test: 0.218 Bootstrap CV 91, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.805, R^2 test: 0.181 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.960, Explained Variance Score Train: 0.847 AUC Validation: 0.775, Explained Variance Score Validation: 0.239 AUC Test: 0.782, Explained Variance Score Test: 0.304 Bootstrap CV 88, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.801, R^2 test: 0.155 Bootstrap CV 88, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.823, R^2 test: 0.137 Bootstrap CV 88, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.843, R^2 test: 0.082 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.962, Explained Variance Score Train: 0.837 AUC Validation: 0.710, Explained Variance Score Validation: 0.113 AUC Test: 0.796, Explained Variance Score Test: 0.318 Running batch 7 of 7 with 4 nodes Bootstrap CV 96, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.752, R^2 test: 0.115 Bootstrap CV 96, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.769, R^2 test: 0.082 Bootstrap CV 96, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.832, R^2 test: 0.068 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.951, Explained Variance Score Train: 0.747 AUC Validation: 0.712, Explained Variance Score Validation: 0.153 AUC Test: 0.778, Explained Variance Score Test: 0.233 Bootstrap CV 97, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.740, R^2 test: 0.245 Bootstrap CV 97, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.802, R^2 test: 0.261 Bootstrap CV 97, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.889, R^2 test: 0.231 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.958, Explained Variance Score Train: 0.753 AUC Validation: 0.697, Explained Variance Score Validation: 0.251 AUC Test: 0.776, Explained Variance Score Test: 0.298 Bootstrap CV 98, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.864, R^2 test: 0.119 Bootstrap CV 98, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.917, R^2 test: 0.163 Bootstrap CV 98, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.931, R^2 test: 0.125 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.985, Explained Variance Score Train: 0.907 AUC Validation: 0.671, Explained Variance Score Validation: 0.113 AUC Test: 0.768, Explained Variance Score Test: 0.269 Bootstrap CV 99, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.843, R^2 test: 0.246 Bootstrap CV 99, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.894, R^2 test: 0.261 Bootstrap CV 99, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.914, R^2 test: 0.257 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.937, Explained Variance Score Train: 0.861 AUC Validation: 0.713, Explained Variance Score Validation: 0.257 AUC Test: 0.804, Explained Variance Score Test: 0.338 total Variables 333 and total subjects: 1698 ->AUC validation: 0.762 95% CI: [0.749 , 0.775] ->AUC test: 0.786 95% CI: [0.783 , 0.790] ->R^2 validation: 0.249 95% CI: [0.232 , 0.266] ->R^2 test: 0.291 95% CI: [0.285 , 0.297] ->Explained Variance validation: 0.235 95% CI: [0.218 , 0.252] ->Explained Variance test: 0.277 95% CI: [0.269 , 0.284] Test set metrics: @threshold:2.479, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:1.479, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:1.219, sens:0.036, spec:0.996, ppv:0.667, acc:0.841, f1:0.069, mcc:0.141, total+:3, total-:336 @threshold:1.113, sens:0.055, spec:0.996, ppv:0.750, acc:0.844, f1:0.102, mcc:0.190, total+:4, total-:335 @threshold:0.962, sens:0.091, spec:0.993, ppv:0.714, acc:0.847, f1:0.161, mcc:0.118, total+:7, total-:332 @threshold:0.885, sens:0.109, spec:0.989, ppv:0.667, acc:0.847, f1:0.188, mcc:0.082, total+:9, total-:330 @threshold:0.807, sens:0.145, spec:0.986, ppv:0.667, acc:0.850, f1:0.239, mcc:0.071, total+:12, total-:327 @threshold:0.752, sens:0.164, spec:0.968, ppv:0.500, acc:0.838, f1:0.247, mcc:0.026, total+:18, total-:321 @threshold:0.740, sens:0.182, spec:0.965, ppv:0.500, acc:0.838, f1:0.267, mcc:0.025, total+:20, total-:319 @threshold:0.730, sens:0.200, spec:0.965, ppv:0.524, acc:0.841, f1:0.289, mcc:0.028, total+:21, total-:318 @threshold:0.688, sens:0.218, spec:0.961, ppv:0.522, acc:0.841, f1:0.308, mcc:0.026, total+:23, total-:316 @threshold:0.676, sens:0.236, spec:0.958, ppv:0.520, acc:0.841, f1:0.325, mcc:0.025, total+:25, total-:314 @threshold:0.656, sens:0.255, spec:0.954, ppv:0.519, acc:0.841, f1:0.341, mcc:0.024, total+:27, total-:312 @threshold:0.586, sens:0.273, spec:0.944, ppv:0.484, acc:0.835, f1:0.349, mcc:0.019, total+:31, total-:308 @threshold:0.582, sens:0.273, spec:0.940, ppv:0.469, acc:0.832, f1:0.345, mcc:0.017, total+:32, total-:307 @threshold:0.573, sens:0.291, spec:0.933, ppv:0.457, acc:0.829, f1:0.356, mcc:0.016, total+:35, total-:304 @threshold:0.556, sens:0.309, spec:0.930, ppv:0.459, acc:0.829, f1:0.370, mcc:0.016, total+:37, total-:302 @threshold:0.553, sens:0.327, spec:0.930, ppv:0.474, acc:0.832, f1:0.387, mcc:0.017, total+:38, total-:301 @threshold:0.510, sens:0.327, spec:0.926, ppv:0.462, acc:0.829, f1:0.383, mcc:0.015, total+:39, total-:300 @threshold:0.489, sens:0.345, spec:0.919, ppv:0.452, acc:0.826, f1:0.392, mcc:0.014, total+:42, total-:297 @threshold:0.470, sens:0.364, spec:0.915, ppv:0.455, acc:0.826, f1:0.404, mcc:0.014, total+:44, total-:295 @threshold:0.465, sens:0.382, spec:0.915, ppv:0.467, acc:0.829, f1:0.420, mcc:0.015, total+:45, total-:294 @threshold:0.435, sens:0.382, spec:0.912, ppv:0.457, acc:0.826, f1:0.416, mcc:0.014, total+:46, total-:293 @threshold:0.425, sens:0.400, spec:0.908, ppv:0.458, acc:0.826, f1:0.427, mcc:0.014, total+:48, total-:291 @threshold:0.424, sens:0.418, spec:0.905, ppv:0.460, acc:0.826, f1:0.438, mcc:0.014, total+:50, total-:289 @threshold:0.400, sens:0.436, spec:0.905, ppv:0.471, acc:0.829, f1:0.453, mcc:0.015, total+:51, total-:288 @threshold:0.391, sens:0.455, spec:0.901, ppv:0.472, acc:0.829, f1:0.463, mcc:0.014, total+:53, total-:286 @threshold:0.354, sens:0.473, spec:0.891, ppv:0.456, acc:0.823, f1:0.464, mcc:0.013, total+:57, total-:282 @threshold:0.328, sens:0.491, spec:0.887, ppv:0.458, acc:0.823, f1:0.474, mcc:0.013, total+:59, total-:280 @threshold:0.285, sens:0.509, spec:0.870, ppv:0.431, acc:0.811, f1:0.467, mcc:0.011, total+:65, total-:274 @threshold:0.266, sens:0.527, spec:0.866, ppv:0.433, acc:0.811, f1:0.475, mcc:0.011, total+:67, total-:272 @threshold:0.261, sens:0.545, spec:0.863, ppv:0.435, acc:0.811, f1:0.484, mcc:0.011, total+:69, total-:270 @threshold:0.260, sens:0.545, spec:0.859, ppv:0.429, acc:0.808, f1:0.480, mcc:0.010, total+:70, total-:269 @threshold:0.202, sens:0.564, spec:0.820, ppv:0.378, acc:0.779, f1:0.453, mcc:0.008, total+:82, total-:257 @threshold:0.202, sens:0.564, spec:0.817, ppv:0.373, acc:0.776, f1:0.449, mcc:0.007, total+:83, total-:256 @threshold:0.201, sens:0.582, spec:0.817, ppv:0.381, acc:0.779, f1:0.460, mcc:0.008, total+:84, total-:255 @threshold:0.200, sens:0.582, spec:0.813, ppv:0.376, acc:0.776, f1:0.457, mcc:0.007, total+:85, total-:254 @threshold:0.177, sens:0.600, spec:0.810, ppv:0.379, acc:0.776, f1:0.465, mcc:0.007, total+:87, total-:252 @threshold:0.172, sens:0.600, spec:0.806, ppv:0.375, acc:0.773, f1:0.462, mcc:0.007, total+:88, total-:251 @threshold:0.131, sens:0.618, spec:0.775, ppv:0.347, acc:0.749, f1:0.444, mcc:0.006, total+:98, total-:241 @threshold:0.125, sens:0.636, spec:0.771, ppv:0.350, acc:0.749, f1:0.452, mcc:0.006, total+:100, total-:239 @threshold:0.076, sens:0.655, spec:0.750, ppv:0.336, acc:0.735, f1:0.444, mcc:0.005, total+:107, total-:232 @threshold:0.073, sens:0.655, spec:0.746, ppv:0.333, acc:0.732, f1:0.442, mcc:0.005, total+:108, total-:231 @threshold:0.052, sens:0.673, spec:0.725, ppv:0.322, acc:0.717, f1:0.435, mcc:0.005, total+:115, total-:224 @threshold:0.050, sens:0.673, spec:0.722, ppv:0.319, acc:0.714, f1:0.433, mcc:0.005, total+:116, total-:223 @threshold:0.026, sens:0.691, spec:0.697, ppv:0.306, acc:0.696, f1:0.425, mcc:0.004, total+:124, total-:215 @threshold:0.018, sens:0.691, spec:0.694, ppv:0.304, acc:0.693, f1:0.422, mcc:0.004, total+:125, total-:214 @threshold:0.007, sens:0.709, spec:0.690, ppv:0.307, acc:0.693, f1:0.429, mcc:0.004, total+:127, total-:212 @threshold:-0.002, sens:0.709, spec:0.687, ppv:0.305, acc:0.690, f1:0.426, mcc:0.004, total+:128, total-:211 @threshold:-0.027, sens:0.727, spec:0.676, ppv:0.303, acc:0.684, f1:0.428, mcc:0.004, total+:132, total-:207 @threshold:-0.033, sens:0.745, spec:0.673, ppv:0.306, acc:0.684, f1:0.434, mcc:0.004, total+:134, total-:205 @threshold:-0.049, sens:0.764, spec:0.665, ppv:0.307, acc:0.681, f1:0.438, mcc:0.004, total+:137, total-:202 @threshold:-0.064, sens:0.782, spec:0.662, ppv:0.309, acc:0.681, f1:0.443, mcc:0.004, total+:139, total-:200 @threshold:-0.130, sens:0.800, spec:0.609, ppv:0.284, acc:0.640, f1:0.419, mcc:0.004, total+:155, total-:184 @threshold:-0.134, sens:0.818, spec:0.606, ppv:0.287, acc:0.640, f1:0.425, mcc:0.004, total+:157, total-:182 @threshold:-0.177, sens:0.836, spec:0.574, ppv:0.275, acc:0.617, f1:0.414, mcc:0.003, total+:167, total-:172 @threshold:-0.177, sens:0.836, spec:0.570, ppv:0.274, acc:0.614, f1:0.413, mcc:0.003, total+:168, total-:171 @threshold:-0.264, sens:0.855, spec:0.500, ppv:0.249, acc:0.558, f1:0.385, mcc:0.003, total+:189, total-:150 @threshold:-0.266, sens:0.855, spec:0.496, ppv:0.247, acc:0.555, f1:0.384, mcc:0.003, total+:190, total-:149 @threshold:-0.277, sens:0.873, spec:0.489, ppv:0.249, acc:0.552, f1:0.387, mcc:0.003, total+:193, total-:146 @threshold:-0.281, sens:0.873, spec:0.486, ppv:0.247, acc:0.549, f1:0.386, mcc:0.003, total+:194, total-:145 @threshold:-0.339, sens:0.891, spec:0.461, ppv:0.243, acc:0.531, f1:0.381, mcc:0.003, total+:202, total-:137 @threshold:-0.344, sens:0.891, spec:0.458, ppv:0.241, acc:0.528, f1:0.380, mcc:0.003, total+:203, total-:136 @threshold:-0.403, sens:0.909, spec:0.401, ppv:0.227, acc:0.484, f1:0.364, mcc:0.002, total+:220, total-:119 @threshold:-0.405, sens:0.909, spec:0.398, ppv:0.226, acc:0.481, f1:0.362, mcc:0.002, total+:221, total-:118 @threshold:-0.407, sens:0.927, spec:0.394, ppv:0.229, acc:0.481, f1:0.367, mcc:0.002, total+:223, total-:116 @threshold:-0.418, sens:0.927, spec:0.391, ppv:0.228, acc:0.478, f1:0.366, mcc:0.002, total+:224, total-:115 @threshold:-0.573, sens:0.945, spec:0.261, ppv:0.198, acc:0.372, f1:0.328, mcc:0.002, total+:262, total-:77 @threshold:-0.575, sens:0.945, spec:0.257, ppv:0.198, acc:0.369, f1:0.327, mcc:0.002, total+:263, total-:76 @threshold:-0.648, sens:0.964, spec:0.201, ppv:0.189, acc:0.324, f1:0.316, mcc:0.002, total+:280, total-:59 @threshold:-0.649, sens:0.964, spec:0.197, ppv:0.189, acc:0.322, f1:0.315, mcc:0.002, total+:281, total-:58 @threshold:-0.806, sens:0.982, spec:0.088, ppv:0.173, acc:0.233, f1:0.293, mcc:0.001, total+:313, total-:26 @threshold:-0.815, sens:0.982, spec:0.085, ppv:0.172, acc:0.230, f1:0.293, mcc:0.001, total+:314, total-:25 @threshold:-1.331, sens:1.000, spec:0.004, ppv:0.163, acc:0.165, f1:0.280, mcc:0.001, total+:338, total-:1 * Vital: BMI-latest | coef 0.010 95% CI: [0.009 , 0.011] | OR_adj 1.010 [1.009 1.011] | occ: 1621 | OR_unadj: 4.766 [3.528 6.438] | indivs AUC:0.795 Correlated most with: Diagnosis:9ccs58:Ot nutrit dx:0.077 Diagnosis:9ccs259:Unclassified:-0.071 Diagnosis:9ccs126:Ot up rsp in:0.070 Diagnosis:9ccs48:Thyroid dsor:-0.064 Diagnosis:9ccs74:Ot mentl cnd:0.058 Diagnosis:9ccs247:Lymph enlarg:0.057 Diagnosis:9ccs253:Allergy:0.053 Diagnosis:9ccs239:Superfic inj:0.048 Lab:297262 HEMOGLOBIN (HEMOCUE):0.048 Diagnosis:9ccs94:Other ear dx:0.047 Vital: Wt for Length ZScore-gain5to10 | coef 0.009 95% CI: [0.008 , 0.010] | OR_adj 1.009 [1.009 1.010] | occ: 1438 | OR_unadj: 1.002 [0.766 1.310] | indivs AUC:0.523 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:-0.059 Newborn Diagnosis:9ccs219:Low birth wt:-0.059 Newborn Diagnosis:9ccs221:Resp distres:-0.058 Diagnosis:9ccs58:Ot nutrit dx:0.058 Diagnosis:9ccs244:Other injury:0.050 Diagnosis:9ccs140:Gastritis:-0.050 Diagnosis:9ccs76:Meningitis:-0.048 Diagnosis:9ccs209:Ot acq defor:0.044 Diagnosis:9ccs8:Oth infectns:0.042 Newborn Diagnosis:9ccs213:Cardiac anom:-0.041 Vital: Temp-avg0to1 | coef 0.009 95% CI: [0.008 , 0.011] | OR_adj 1.009 [1.008 1.011] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.490 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.092 Diagnosis:9ccs76:Meningitis:0.063 Diagnosis:9ccs216:Nerv cong an:0.063 Diagnosis:9ccs58:Ot nutrit dx:-0.063 Diagnosis:9ccs7:Viral infect:-0.061 Diagnosis:9ccs92:Otitis media:0.057 Diagnosis:9ccs214:GI cong anom:0.056 Diagnosis:9ccs155:Other GI dx:-0.054 Newborn Diagnosis:9ccs219:Low birth wt:-0.053 Diagnosis:9ccs154:Gastroent:-0.052 MatDeliveryAge | coef 0.009 95% CI: [0.007 , 0.010] | OR_adj 1.009 [1.007 1.011] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.518 Correlated most with: MatDeliveryAge:1.000 Newborn Diagnosis:9ccs259:Unclassified:0.105 Number of Visits:0.088 Diagnosis:9ccs136:Teeth dx:0.080 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.069 Diagnosis:9ccs95:Oth nerv dx:0.061 Diagnosis:9ccs10:Immuniz/scrn:0.061 Diagnosis:9ccs126:Ot up rsp in:0.059 Diagnosis:10ccs58:Ot nutrit dx:-0.059 Diagnosis:9ccs259:Unclassified:0.057 Vital: Temp-avg13to16 | coef 0.009 95% CI: [0.007 , 0.011] | OR_adj 1.009 [1.007 1.011] | occ: 1313 | OR_unadj: 1.227 [0.936 1.609] | indivs AUC:0.567 Correlated most with: Diagnosis:9ccs92:Otitis media:0.145 Diagnosis:9ccs124:Tonsillitis:0.081 Diagnosis:9ccs154:Gastroent:-0.068 Number of Visits:0.065 Diagnosis:9ccs159:UTI:0.062 Newborn Diagnosis:9ccs94:Other ear dx:0.061 Diagnosis:9ccs126:Ot up rsp in:0.059 Diagnosis:9ccs4:Mycoses:0.046 Diagnosis:9ccs243:Poisn nonmed:0.046 Diagnosis:9ccs215:gu cong anom:0.046 Vital: Temp-avg16to19 | coef 0.009 95% CI: [0.007 , 0.010] | OR_adj 1.009 [1.007 1.010] | occ: 1297 | OR_unadj: 0.872 [0.571 1.331] | indivs AUC:0.514 Correlated most with: Diagnosis:9ccs255:Social admin:-0.143 Diagnosis:9ccs10:Immuniz/scrn:-0.132 Number of Visits:-0.118 Diagnosis:9ccs257:Ot aftercare:-0.106 Diagnosis:9ccs126:Ot up rsp in:-0.093 Diagnosis:9ccs7:Viral infect:-0.091 Diagnosis:9ccs239:Superfic inj:-0.070 Diagnosis:9ccs74:Ot mentl cnd:-0.070 Diagnosis:9ccs155:Other GI dx:-0.067 Diagnosis:9ccs59:Anemia:-0.063 * Vital: BMI-avg16to19 | coef 0.009 95% CI: [0.007 , 0.010] | OR_adj 1.009 [1.007 1.010] | occ: 1269 | OR_unadj: 3.131 [2.385 4.111] | indivs AUC:0.792 Correlated most with: Diagnosis:9ccs133:Oth low resp:-0.070 Diagnosis:9ccs48:Thyroid dsor:-0.069 Diagnosis:9ccs92:Otitis media:0.062 Diagnosis:9ccs234:Crush injury:0.059 Diagnosis:9ccs256:Exam/eval:-0.058 Diagnosis:9ccs62:Coag/hemr dx:-0.051 Diagnosis:9ccs125:Bronchitis:0.050 Diagnosis:9ccs137:Mouth dx:-0.049 Diagnosis:9ccs223:Birth trauma:-0.049 Diagnosis:9ccs198:Ot infl skin:-0.044 Vital: Wt for Length ZScore-gain7to13 | coef 0.009 95% CI: [0.008 , 0.009] | OR_adj 1.009 [1.008 1.009] | occ: 1460 | OR_unadj: 1.296 [0.993 1.692] | indivs AUC:0.536 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.089 Lab:297262 HEMOGLOBIN (HEMOCUE):0.069 Diagnosis:9ccs258:Other screen:-0.055 Diagnosis:9ccs256:Exam/eval:-0.054 Diagnosis:9ccs95:Oth nerv dx:-0.050 Diagnosis:9ccs224:Ot perint dx:-0.048 Diagnosis:9ccs124:Tonsillitis:0.048 Diagnosis:9ccs10:Immuniz/scrn:-0.047 Diagnosis:9ccs159:UTI:0.045 Newborn Diagnosis:9ccs213:Cardiac anom:0.042 * Vital: Wt-gain0to3 | coef 0.009 95% CI: [0.006 , 0.011] | OR_adj 1.009 [1.006 1.011] | occ: 1401 | OR_unadj: 1.349 [1.031 1.765] | indivs AUC:0.605 Correlated most with: Number of Visits:0.150 Diagnosis:9ccs126:Ot up rsp in:0.121 Diagnosis:9ccs92:Otitis media:0.100 Diagnosis:9ccs10:Immuniz/scrn:0.083 Diagnosis:9ccs137:Mouth dx:0.071 Diagnosis:9ccs128:Asthma:0.066 Diagnosis:9ccs122:Pneumonia:0.064 Diagnosis:9ccs155:Other GI dx:0.045 Diagnosis:9ccs76:Meningitis:0.044 Diagnosis:9ccs214:GI cong anom:0.043 * Number of Visits | coef 0.009 95% CI: [0.008 , 0.009] | OR_adj 1.009 [1.008 1.010] | occ: 1645 | OR_unadj: 0.708 [0.535 0.936] | indivs AUC:0.478 Correlated most with: Number of Visits:1.000 Diagnosis:9ccs126:Ot up rsp in:0.430 Diagnosis:9ccs92:Otitis media:0.408 Diagnosis:9ccs7:Viral infect:0.408 Diagnosis:9ccs133:Oth low resp:0.337 Diagnosis:9ccs257:Ot aftercare:0.325 Diagnosis:9ccs135:Intest infct:0.310 Diagnosis:9ccs155:Other GI dx:0.304 Diagnosis:9ccs90:Eye infectn:0.286 Diagnosis:9ccs10:Immuniz/scrn:0.277 Vital: Temp-avg19to24 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.010] | occ: 1373 | OR_unadj: 1.181 [0.894 1.561] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs133:Oth low resp:-0.092 Diagnosis:9ccs154:Gastroent:-0.068 Diagnosis:9ccs92:Otitis media:0.066 Diagnosis:9ccs10:Immuniz/scrn:-0.065 Diagnosis:9ccs238:Complic proc:0.065 Diagnosis:9ccs200:Oth skin dx:-0.060 Diagnosis:9ccs242:Poisn ot med:-0.055 Diagnosis:9ccs125:Bronchitis:0.055 Diagnosis:9ccs258:Other screen:-0.054 Diagnosis:9ccs219:Low birth wt:-0.053 * Vital: Wt-gain3to7 | coef 0.008 95% CI: [0.007 , 0.010] | OR_adj 1.008 [1.007 1.010] | occ: 1439 | OR_unadj: 1.333 [1.022 1.740] | indivs AUC:0.560 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:-0.091 Diagnosis:9ccs92:Otitis media:0.074 Diagnosis:9ccs128:Asthma:0.068 Diagnosis:9ccs126:Ot up rsp in:0.064 Diagnosis:9ccs7:Viral infect:0.063 Number of Visits:0.055 Diagnosis:9ccs155:Other GI dx:-0.052 Diagnosis:9ccs83:Epilepsy/cnv:0.052 Diagnosis:9ccs89:Blindness:-0.050 Diagnosis:9ccs113:Late eff CVD:0.050 * Vital: BMI-avg3to5 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1296 | OR_unadj: 1.871 [1.431 2.447] | indivs AUC:0.611 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.071 Newborn Diagnosis:9ccs219:Low birth wt:-0.070 Diagnosis:9ccs92:Otitis media:0.065 Diagnosis:9ccs238:Complic proc:-0.059 Diagnosis:9ccs240:Burns:-0.055 Diagnosis:9ccs219:Low birth wt:-0.054 Diagnosis:9ccs76:Meningitis:0.051 Diagnosis:9ccs61:Sickle cell:-0.048 Diagnosis:9ccs138:Esophgeal dx:-0.045 Newborn Diagnosis:9ccs259:Unclassified:-0.045 * Vital: BMI-gain0to3 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1391 | OR_unadj: 1.452 [1.110 1.899] | indivs AUC:0.557 Correlated most with: Number of Visits:0.140 Diagnosis:9ccs126:Ot up rsp in:0.116 Diagnosis:9ccs92:Otitis media:0.082 Diagnosis:9ccs128:Asthma:0.069 Newborn Diagnosis:9ccs256:Exam/eval:0.068 Diagnosis:9ccs122:Pneumonia:0.068 Diagnosis:9ccs10:Immuniz/scrn:0.059 Diagnosis:9ccs217:Ot cong anom:-0.055 Newborn Diagnosis:9ccs219:Low birth wt:0.054 Diagnosis:9ccs137:Mouth dx:0.054 Vital: BMI-gain3to7 | coef 0.008 95% CI: [0.006 , 0.010] | OR_adj 1.008 [1.006 1.010] | occ: 1430 | OR_unadj: 1.091 [0.835 1.425] | indivs AUC:0.512 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:-0.095 Diagnosis:9ccs92:Otitis media:0.065 Diagnosis:9ccs240:Burns:-0.059 Diagnosis:9ccs7:Viral infect:0.057 Diagnosis:9ccs128:Asthma:0.054 Diagnosis:9ccs83:Epilepsy/cnv:0.054 Diagnosis:9ccs126:Ot up rsp in:0.053 Diagnosis:9ccs89:Blindness:-0.052 Diagnosis:9ccs2:Septicemia:0.049 Diagnosis:9ccs10:Immuniz/scrn:-0.048 Vital: Temp-avg5to7 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1315 | OR_unadj: 1.008 [0.763 1.331] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs94:Other ear dx:0.078 Diagnosis:9ccs123:Influenza:0.061 Diagnosis:9ccs234:Crush injury:0.060 Diagnosis:9ccs90:Eye infectn:0.056 Diagnosis:9ccs134:Ot uppr resp:0.055 Number of Visits:0.054 Diagnosis:9ccs151:Oth liver dx:0.052 Diagnosis:9ccs219:Low birth wt:-0.052 Diagnosis:9ccs217:Ot cong anom:-0.050 Diagnosis:9ccs92:Otitis media:0.049 * Vital: Wt for Length ZScore-avg3to5 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1299 | OR_unadj: 1.902 [1.455 2.486] | indivs AUC:0.604 Correlated most with: Diagnosis:9ccs240:Burns:-0.068 Diagnosis:9ccs125:Bronchitis:0.053 Diagnosis:9ccs76:Meningitis:0.052 Diagnosis:9ccs92:Otitis media:0.051 Diagnosis:9ccs244:Other injury:-0.050 Diagnosis:9ccs61:Sickle cell:-0.047 Diagnosis:9ccs259:Unclassified:-0.045 Diagnosis:9ccs63:Wht blood dx:-0.045 Diagnosis:9ccs209:Ot acq defor:-0.044 Diagnosis:9ccs58:Ot nutrit dx:-0.043 Vital: Wt for Length ZScore-gain10to16 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1476 | OR_unadj: 1.137 [0.870 1.485] | indivs AUC:0.558 Correlated most with: Diagnosis:9ccs113:Late eff CVD:0.063 Diagnosis:9ccs95:Oth nerv dx:0.059 Newborn Diagnosis:9ccs94:Other ear dx:0.059 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.058 Diagnosis:9ccs47:Ot bnign neo:0.052 Diagnosis:9ccs234:Crush injury:0.051 Diagnosis:9ccs242:Poisn ot med:0.050 Diagnosis:9ccs251:Abdomnl pain:0.049 Diagnosis:9ccs10:Immuniz/scrn:-0.042 Diagnosis:9ccs216:Nerv cong an:0.042 Vital: Wt-gain1to5 | coef 0.008 95% CI: [0.006 , 0.009] | OR_adj 1.008 [1.006 1.009] | occ: 1425 | OR_unadj: 1.212 [0.922 1.593] | indivs AUC:0.535 Correlated most with: Number of Visits:0.186 Diagnosis:9ccs126:Ot up rsp in:0.121 Diagnosis:9ccs7:Viral infect:0.096 Diagnosis:9ccs239:Superfic inj:0.084 Diagnosis:9ccs154:Gastroent:-0.075 Diagnosis:9ccs135:Intest infct:0.074 Diagnosis:9ccs159:UTI:0.068 Diagnosis:9ccs257:Ot aftercare:0.065 Diagnosis:9ccs92:Otitis media:0.064 Diagnosis:9ccs4:Mycoses:0.061 * Vital: BMI-avg0to1 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1326 | OR_unadj: 1.323 [1.012 1.730] | indivs AUC:0.621 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.237 Diagnosis:9ccs219:Low birth wt:-0.162 Newborn Diagnosis:9ccs224:Ot perint dx:0.093 Newborn Diagnosis:9ccs221:Resp distres:-0.090 Newborn Diagnosis:9ccs253:Allergy:-0.090 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.087 Newborn Diagnosis:9ccs256:Exam/eval:-0.084 Diagnosis:9ccs222:Perint jaund:-0.063 Diagnosis:9ccs74:Ot mentl cnd:-0.057 Diagnosis:9ccs89:Blindness:0.055 Vital: Temp-latest | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.465 Correlated most with: Diagnosis:9ccs154:Gastroent:-0.089 Diagnosis:9ccs167:Breast dx:0.063 Diagnosis:9ccs92:Otitis media:0.056 Diagnosis:9ccs125:Bronchitis:0.054 Diagnosis:9ccs126:Ot up rsp in:0.052 Diagnosis:9ccs258:Other screen:-0.050 Diagnosis:9ccs133:Oth low resp:-0.050 Diagnosis:9ccs200:Oth skin dx:-0.049 Diagnosis:9ccs117:Ot circul dx:0.049 Diagnosis:9ccs219:Low birth wt:-0.047 Vital: Temp-avg10to13 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1399 | OR_unadj: 1.016 [0.764 1.351] | indivs AUC:0.560 Correlated most with: Diagnosis:9ccs175:Ot femal gen:-0.199 Diagnosis:9ccs223:Birth trauma:-0.120 Diagnosis:9ccs247:Lymph enlarg:-0.090 Newborn Diagnosis:9ccs259:Unclassified:-0.079 MatDeliveryAge:-0.070 Diagnosis:9ccs259:Unclassified:-0.067 Diagnosis:9ccs10:Immuniz/scrn:-0.064 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.063 Diagnosis:9ccs251:Abdomnl pain:0.054 Diagnosis:9ccs136:Teeth dx:-0.046 * Vital: BMI-avg10to13 | coef 0.008 95% CI: [0.006 , 0.010] | OR_adj 1.008 [1.006 1.010] | occ: 1380 | OR_unadj: 2.656 [2.025 3.483] | indivs AUC:0.689 Correlated most with: Diagnosis:9ccs242:Poisn ot med:0.072 Newborn Diagnosis:9ccs223:Birth trauma:0.071 Diagnosis:9ccs125:Bronchitis:0.064 Diagnosis:9ccs234:Crush injury:0.063 Diagnosis:9ccs48:Thyroid dsor:-0.061 Diagnosis:9ccs10:Immuniz/scrn:-0.057 Diagnosis:9ccs223:Birth trauma:-0.057 Diagnosis:9ccs163:Other GU dx:0.057 Lab:297262 HEMOGLOBIN (HEMOCUE):0.053 Diagnosis:9ccs216:Nerv cong an:0.053 Vital: Wt for Length ZScore-gain1to5 | coef 0.008 95% CI: [0.006 , 0.009] | OR_adj 1.008 [1.006 1.009] | occ: 1394 | OR_unadj: 1.181 [0.903 1.546] | indivs AUC:0.536 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:0.111 Diagnosis:9ccs147:Anal/rectal:0.103 Diagnosis:9ccs219:Low birth wt:0.092 Diagnosis:9ccs125:Bronchitis:0.064 Lab:294203 BILIRUBIN TOTAL - LMC:-0.063 Diagnosis:9ccs74:Ot mentl cnd:0.062 Newborn Diagnosis:9ccs253:Allergy:0.057 Diagnosis:9ccs61:Sickle cell:-0.054 Diagnosis:9ccs128:Asthma:0.051 Diagnosis:9ccs259:Unclassified:-0.050 * Vital: Wt-gain16to24 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1425 | OR_unadj: 2.121 [1.581 2.845] | indivs AUC:0.582 Correlated most with: Number of Visits:-0.074 Diagnosis:9ccs138:Esophgeal dx:-0.058 Diagnosis:9ccs4:Mycoses:-0.056 Diagnosis:9ccs63:Wht blood dx:-0.055 Diagnosis:9ccs128:Asthma:-0.055 Diagnosis:9ccs61:Sickle cell:-0.051 Lab:292495 LEAD LEVEL - Sunrise:0.050 Newborn Diagnosis:9ccs256:Exam/eval:-0.047 Diagnosis:9ccs257:Ot aftercare:-0.043 Diagnosis:9ccs95:Oth nerv dx:0.042 Vital: HC-gain0to3 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1332 | OR_unadj: 0.871 [0.636 1.192] | indivs AUC:0.490 Correlated most with: Number of Visits:0.117 Diagnosis:9ccs126:Ot up rsp in:0.073 Diagnosis:9ccs137:Mouth dx:0.072 Diagnosis:9ccs92:Otitis media:0.062 Diagnosis:9ccs159:UTI:0.055 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.054 Diagnosis:9ccs76:Meningitis:0.052 Diagnosis:9ccs175:Ot femal gen:-0.051 Diagnosis:9ccs212:Ot bone dx:-0.044 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.043 * Vital: BMI-avg13to16 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1286 | OR_unadj: 3.814 [2.889 5.036] | indivs AUC:0.725 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.085 Diagnosis:9ccs153:GI hemorrhag:-0.068 Diagnosis:9ccs242:Poisn ot med:0.067 Diagnosis:9ccs48:Thyroid dsor:-0.063 Diagnosis:9ccs133:Oth low resp:-0.055 Diagnosis:9ccs224:Ot perint dx:-0.053 Diagnosis:9ccs138:Esophgeal dx:-0.052 Diagnosis:9ccs124:Tonsillitis:0.050 Diagnosis:9ccs92:Otitis media:0.050 Diagnosis:9ccs259:Unclassified:-0.049 Vital: Temp-avg1to3 | coef 0.008 95% CI: [0.007 , 0.008] | OR_adj 1.008 [1.007 1.008] | occ: 1348 | OR_unadj: 1.102 [0.834 1.456] | indivs AUC:0.527 Correlated most with: Diagnosis:9ccs90:Eye infectn:-0.077 Diagnosis:9ccs7:Viral infect:-0.077 Diagnosis:9ccs154:Gastroent:-0.067 Diagnosis:9ccs197:Skin infectn:-0.058 Diagnosis:9ccs219:Low birth wt:-0.056 Diagnosis:9ccs253:Allergy:0.052 Number of Visits:0.051 Diagnosis:9ccs94:Other ear dx:0.051 Diagnosis:9ccs127:COPD:0.049 Diagnosis:9ccs83:Epilepsy/cnv:0.048 * Vital: Wt-gain7to13 | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 1465 | OR_unadj: 1.582 [1.200 2.085] | indivs AUC:0.584 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.066 Lab:292495 LEAD LEVEL - Sunrise:-0.061 Diagnosis:9ccs153:GI hemorrhag:-0.058 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.055 Diagnosis:9ccs197:Skin infectn:-0.051 Diagnosis:9ccs138:Esophgeal dx:-0.045 Diagnosis:9ccs239:Superfic inj:-0.041 Newborn Diagnosis:9ccs219:Low birth wt:-0.040 Newborn Diagnosis:9ccs0:No DX:-0.039 Diagnosis:9ccs217:Ot cong anom:-0.037 Vital: HC-gain1to5 | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 1346 | OR_unadj: 0.866 [0.657 1.140] | indivs AUC:0.519 Correlated most with: Number of Visits:0.099 Diagnosis:9ccs125:Bronchitis:0.091 Diagnosis:9ccs154:Gastroent:-0.089 Newborn Diagnosis:9ccs222:Perint jaund:0.077 Diagnosis:9ccs163:Other GU dx:0.076 Diagnosis:9ccs126:Ot up rsp in:0.075 Diagnosis:9ccs257:Ot aftercare:0.063 Diagnosis:9ccs7:Viral infect:0.062 Diagnosis:9ccs113:Late eff CVD:-0.059 Diagnosis:9ccs83:Epilepsy/cnv:-0.051 Vital: Wt-avg0to1 | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 1336 | OR_unadj: 1.096 [0.838 1.434] | indivs AUC:0.526 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.362 Diagnosis:9ccs219:Low birth wt:-0.222 Newborn Diagnosis:9ccs221:Resp distres:-0.150 Newborn Diagnosis:9ccs256:Exam/eval:-0.139 Newborn Diagnosis:9ccs224:Ot perint dx:0.130 Newborn Diagnosis:9ccs253:Allergy:-0.111 Newborn Diagnosis:9ccs222:Perint jaund:-0.107 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.105 Diagnosis:9ccs222:Perint jaund:-0.098 Diagnosis:9ccs143:Abdom hernia:-0.082 * Vital: Wt for Length ZScore-gain13to19 | coef 0.007 95% CI: [0.007 , 0.008] | OR_adj 1.007 [1.007 1.008] | occ: 1451 | OR_unadj: 1.313 [1.006 1.713] | indivs AUC:0.514 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:-0.077 Diagnosis:9ccs163:Other GU dx:-0.065 Newborn Diagnosis:9ccs222:Perint jaund:0.065 Diagnosis:9ccs240:Burns:-0.063 Diagnosis:9ccs143:Abdom hernia:0.059 Newborn Diagnosis:9ccs219:Low birth wt:0.058 Diagnosis:9ccs247:Lymph enlarg:-0.057 Number of Visits:0.053 Diagnosis:9ccs92:Otitis media:0.048 Diagnosis:9ccs62:Coag/hemr dx:0.046 * Vital: BMI-avg19to24 | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 1354 | OR_unadj: 4.046 [3.062 5.347] | indivs AUC:0.772 Correlated most with: Diagnosis:9ccs259:Unclassified:-0.086 Diagnosis:9ccs48:Thyroid dsor:-0.079 Diagnosis:9ccs133:Oth low resp:-0.064 Diagnosis:9ccs198:Ot infl skin:-0.057 Diagnosis:9ccs10:Immuniz/scrn:-0.054 Diagnosis:9ccs167:Breast dx:-0.050 Diagnosis:9ccs61:Sickle cell:-0.048 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.047 Lab:297262 HEMOGLOBIN (HEMOCUE):0.046 Diagnosis:9ccs0:No DX:-0.046 Vital: Temp-avg3to5 | coef 0.007 95% CI: [0.007 , 0.008] | OR_adj 1.007 [1.007 1.008] | occ: 1313 | OR_unadj: 0.989 [0.753 1.299] | indivs AUC:0.470 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.102 Number of Visits:0.090 Diagnosis:9ccs234:Crush injury:0.062 Diagnosis:9ccs247:Lymph enlarg:0.061 Diagnosis:9ccs217:Ot cong anom:-0.060 Diagnosis:9ccs197:Skin infectn:-0.059 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.058 Diagnosis:9ccs216:Nerv cong an:0.057 Diagnosis:9ccs51:Ot endo dsor:0.055 Lab:323825 STREP SCREEN THROAT - Sunrise:0.054 Vital: Wt for Length ZScore-gain3to7 | coef 0.007 95% CI: [0.007 , 0.008] | OR_adj 1.007 [1.007 1.008] | occ: 1431 | OR_unadj: 0.985 [0.752 1.290] | indivs AUC:0.510 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:0.085 Diagnosis:9ccs127:COPD:0.056 Diagnosis:9ccs95:Oth nerv dx:0.055 Newborn Diagnosis:9ccs256:Exam/eval:0.052 Diagnosis:9ccs200:Oth skin dx:0.052 Diagnosis:9ccs122:Pneumonia:-0.050 Diagnosis:9ccs253:Allergy:0.050 Diagnosis:9ccs126:Ot up rsp in:0.047 Diagnosis:9ccs64:Ot hematl dx:0.046 Diagnosis:9ccs91:Other eye dx:0.046 * Vital: Wt for Length ZScore-avg16to19 | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 1267 | OR_unadj: 3.111 [2.368 4.088] | indivs AUC:0.781 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.074 Diagnosis:9ccs92:Otitis media:0.065 Diagnosis:9ccs234:Crush injury:0.059 Diagnosis:9ccs217:Ot cong anom:-0.059 Diagnosis:9ccs96:Hrt valve dx:-0.054 Diagnosis:9ccs259:Unclassified:-0.053 Lab:297262 HEMOGLOBIN (HEMOCUE):0.052 Diagnosis:9ccs238:Complic proc:-0.051 Diagnosis:9ccs125:Bronchitis:0.048 Diagnosis:9ccs138:Esophgeal dx:-0.047 * Vital: Wt Percentile-latest | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1028 | OR_unadj: 2.134 [1.631 2.792] | indivs AUC:0.737 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.087 Diagnosis:9ccs89:Blindness:0.066 Newborn Diagnosis:9ccs200:Oth skin dx:-0.064 Diagnosis:9ccs253:Allergy:0.061 Diagnosis:9ccs208:Acq foot def:0.056 Diagnosis:9ccs128:Asthma:0.052 Newborn Diagnosis:9ccs223:Birth trauma:0.052 Lab:297262 HEMOGLOBIN (HEMOCUE):0.052 Newborn Diagnosis:9ccs219:Low birth wt:-0.051 Diagnosis:9ccs219:Low birth wt:-0.051 * Vital: Wt Change-avg19to24 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 880 | OR_unadj: 2.064 [1.510 2.823] | indivs AUC:0.612 Correlated most with: Number of Visits:-0.186 Diagnosis:9ccs92:Otitis media:-0.142 Diagnosis:9ccs126:Ot up rsp in:-0.126 Diagnosis:9ccs133:Oth low resp:-0.099 Diagnosis:9ccs125:Bronchitis:-0.085 Diagnosis:9ccs127:COPD:-0.080 Diagnosis:9ccs257:Ot aftercare:-0.078 Diagnosis:9ccs217:Ot cong anom:0.066 Diagnosis:9ccs7:Viral infect:-0.066 Diagnosis:9ccs135:Intest infct:-0.065 Vital: Wt Percentile-gain16to24 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 961 | OR_unadj: 1.048 [0.733 1.496] | indivs AUC:0.531 Correlated most with: Diagnosis:9ccs0:No DX:0.084 Diagnosis:9ccs74:Ot mentl cnd:0.077 Diagnosis:9ccs63:Wht blood dx:-0.065 Diagnosis:9ccs168:PID:-0.064 Diagnosis:9ccs61:Sickle cell:-0.063 Diagnosis:9ccs208:Acq foot def:-0.062 Diagnosis:9ccs257:Ot aftercare:-0.059 Newborn Diagnosis:9ccs224:Ot perint dx:-0.059 Lab:292495 LEAD LEVEL - Sunrise:0.054 Diagnosis:9ccs51:Ot endo dsor:-0.052 Vital: Ht-gain1to5 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1420 | OR_unadj: 0.786 [0.598 1.035] | indivs AUC:0.479 Correlated most with: Number of Visits:0.163 Diagnosis:9ccs126:Ot up rsp in:0.103 Diagnosis:9ccs135:Intest infct:0.079 Diagnosis:9ccs154:Gastroent:-0.070 Diagnosis:9ccs239:Superfic inj:0.068 Diagnosis:9ccs257:Ot aftercare:0.067 Diagnosis:9ccs159:UTI:0.067 Diagnosis:9ccs7:Viral infect:0.065 Diagnosis:9ccs217:Ot cong anom:0.058 Diagnosis:9ccs92:Otitis media:0.056 * Vital: BMI-gain16to24 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1447 | OR_unadj: 1.625 [1.206 2.189] | indivs AUC:0.498 Correlated most with: Number of Visits:-0.068 Diagnosis:9ccs4:Mycoses:-0.059 Diagnosis:9ccs61:Sickle cell:-0.057 Newborn Diagnosis:9ccs256:Exam/eval:-0.052 Diagnosis:9ccs138:Esophgeal dx:-0.052 Diagnosis:9ccs63:Wht blood dx:-0.049 Diagnosis:9ccs234:Crush injury:-0.047 Lab:292495 LEAD LEVEL - Sunrise:0.047 Newborn Diagnosis:9ccs94:Other ear dx:0.047 Diagnosis:9ccs257:Ot aftercare:-0.045 * Vital: BMI-avg1to3 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1340 | OR_unadj: 1.980 [1.513 2.590] | indivs AUC:0.662 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.109 Diagnosis:9ccs219:Low birth wt:-0.084 Diagnosis:9ccs125:Bronchitis:0.071 Diagnosis:9ccs147:Anal/rectal:0.070 Newborn Diagnosis:9ccs256:Exam/eval:-0.065 Newborn Diagnosis:9ccs221:Resp distres:-0.059 Diagnosis:9ccs238:Complic proc:-0.057 Diagnosis:9ccs76:Meningitis:0.055 Diagnosis:9ccs197:Skin infectn:0.052 Diagnosis:9ccs122:Pneumonia:0.047 Vital: HR-latest | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1010 | OR_unadj: 0.762 [0.553 1.050] | indivs AUC:0.540 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:0.112 Diagnosis:9ccs217:Ot cong anom:0.083 Newborn Diagnosis:9ccs256:Exam/eval:0.069 Diagnosis:9ccs47:Ot bnign neo:0.063 Diagnosis:9ccs122:Pneumonia:-0.063 Diagnosis:9ccs92:Otitis media:-0.060 Diagnosis:9ccs167:Breast dx:0.060 Diagnosis:9ccs128:Asthma:-0.057 Diagnosis:9ccs151:Oth liver dx:0.057 Newborn Diagnosis:9ccs222:Perint jaund:0.055 * Vital: Wt-avg1to3 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 1353 | OR_unadj: 1.405 [1.071 1.842] | indivs AUC:0.600 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.278 Diagnosis:9ccs219:Low birth wt:-0.169 Newborn Diagnosis:9ccs256:Exam/eval:-0.136 Newborn Diagnosis:9ccs221:Resp distres:-0.113 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.099 Diagnosis:9ccs143:Abdom hernia:-0.090 Diagnosis:9ccs125:Bronchitis:0.087 Newborn Diagnosis:9ccs222:Perint jaund:-0.075 Diagnosis:9ccs238:Complic proc:-0.075 Diagnosis:9ccs222:Perint jaund:-0.073 * Vital: Wt Change-latest | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 979 | OR_unadj: 1.660 [1.219 2.259] | indivs AUC:0.608 Correlated most with: Number of Visits:-0.181 Diagnosis:9ccs126:Ot up rsp in:-0.138 Diagnosis:9ccs92:Otitis media:-0.120 Diagnosis:9ccs125:Bronchitis:-0.110 Diagnosis:9ccs133:Oth low resp:-0.082 Newborn Diagnosis:9ccs0:No DX:0.081 Diagnosis:9ccs135:Intest infct:-0.079 Diagnosis:9ccs257:Ot aftercare:-0.078 Diagnosis:9ccs7:Viral infect:-0.071 Diagnosis:9ccs198:Ot infl skin:-0.069 * Vital: BMI-gain7to13 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 1475 | OR_unadj: 1.324 [1.001 1.752] | indivs AUC:0.542 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.068 Lab:292495 LEAD LEVEL - Sunrise:-0.059 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.056 Diagnosis:9ccs153:GI hemorrhag:-0.054 Diagnosis:9ccs2603:E Codes: Fall:-0.051 Newborn Diagnosis:9ccs222:Perint jaund:-0.048 Newborn Diagnosis:9ccs223:Birth trauma:-0.045 Newborn Diagnosis:9ccs219:Low birth wt:-0.041 Newborn Diagnosis:9ccs253:Allergy:-0.040 Diagnosis:9ccs253:Allergy:-0.039 Vital: Temp-avg7to10 | coef 0.007 95% CI: [0.006 , 0.007] | OR_adj 1.007 [1.006 1.007] | occ: 1351 | OR_unadj: 0.832 [0.534 1.296] | indivs AUC:0.478 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.195 Diagnosis:9ccs255:Social admin:-0.173 Diagnosis:9ccs7:Viral infect:-0.111 Number of Visits:-0.107 Diagnosis:9ccs126:Ot up rsp in:-0.105 Diagnosis:9ccs74:Ot mentl cnd:-0.095 Diagnosis:9ccs217:Ot cong anom:-0.094 Diagnosis:9ccs257:Ot aftercare:-0.090 Diagnosis:9ccs197:Skin infectn:-0.074 Diagnosis:9ccs58:Ot nutrit dx:-0.066 * Vital: Wt for Length ZScore-avg19to24 | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1347 | OR_unadj: 3.737 [2.826 4.943] | indivs AUC:0.763 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.091 Diagnosis:9ccs259:Unclassified:-0.086 Diagnosis:9ccs10:Immuniz/scrn:-0.052 Diagnosis:9ccs143:Abdom hernia:0.051 Diagnosis:9ccs133:Oth low resp:-0.051 Diagnosis:9ccs198:Ot infl skin:-0.047 Lab:297262 HEMOGLOBIN (HEMOCUE):0.046 Diagnosis:9ccs0:No DX:-0.046 Diagnosis:9ccs209:Ot acq defor:-0.046 Diagnosis:9ccs167:Breast dx:-0.042 * Vital: Wt-latest | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1626 | OR_unadj: 3.500 [2.571 4.766] | indivs AUC:0.761 Correlated most with: Number of Visits:0.377 Diagnosis:9ccs126:Ot up rsp in:0.281 Diagnosis:9ccs10:Immuniz/scrn:0.260 Diagnosis:9ccs92:Otitis media:0.212 Diagnosis:9ccs7:Viral infect:0.178 Diagnosis:9ccs257:Ot aftercare:0.155 Diagnosis:9ccs135:Intest infct:0.138 Diagnosis:9ccs90:Eye infectn:0.129 Diagnosis:9ccs125:Bronchitis:0.109 Diagnosis:9ccs74:Ot mentl cnd:0.105 * Vital: Ht-gain7to13 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1451 | OR_unadj: 1.379 [1.027 1.851] | indivs AUC:0.532 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.060 Lab:292495 LEAD LEVEL - Sunrise:-0.057 Diagnosis:9ccs2603:E Codes: Fall:-0.054 Diagnosis:9ccs153:GI hemorrhag:-0.053 Newborn Diagnosis:9ccs222:Perint jaund:-0.051 Newborn Diagnosis:9ccs219:Low birth wt:-0.049 Newborn Diagnosis:9ccs223:Birth trauma:-0.048 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.046 Diagnosis:9ccs125:Bronchitis:0.044 Newborn Diagnosis:9ccs253:Allergy:-0.042 Vital: BMI-gain10to16 | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1448 | OR_unadj: 1.186 [0.893 1.575] | indivs AUC:0.540 Correlated most with: Diagnosis:9ccs163:Other GU dx:-0.067 Diagnosis:9ccs92:Otitis media:0.065 Diagnosis:9ccs96:Hrt valve dx:-0.052 Newborn Diagnosis:9ccs215:gu cong anom:-0.051 Newborn Diagnosis:9ccs253:Allergy:0.051 Number of Visits:0.048 Diagnosis:9ccs123:Influenza:0.047 Lab:295669 BILIRUBIN DIRECT - LMC:-0.042 Diagnosis:9ccs59:Anemia:0.039 Diagnosis:9ccs175:Ot femal gen:-0.039 Vital: BMI-gain1to5 | coef 0.006 95% CI: [0.006 , 0.007] | OR_adj 1.006 [1.006 1.007] | occ: 1421 | OR_unadj: 1.007 [0.771 1.314] | indivs AUC:0.507 Correlated most with: Number of Visits:0.129 Diagnosis:9ccs126:Ot up rsp in:0.101 Diagnosis:9ccs239:Superfic inj:0.070 Diagnosis:9ccs135:Intest infct:0.068 Diagnosis:9ccs154:Gastroent:-0.068 Diagnosis:9ccs217:Ot cong anom:0.065 Diagnosis:9ccs159:UTI:0.065 Diagnosis:9ccs74:Ot mentl cnd:0.059 Diagnosis:9ccs257:Ot aftercare:0.057 Diagnosis:9ccs127:COPD:0.053 Vital: Ht-gain16to24 | coef 0.006 95% CI: [0.006 , 0.007] | OR_adj 1.006 [1.006 1.007] | occ: 1417 | OR_unadj: 1.402 [0.978 2.008] | indivs AUC:0.553 Correlated most with: Diagnosis:9ccs4:Mycoses:-0.065 Number of Visits:-0.061 Diagnosis:9ccs138:Esophgeal dx:-0.058 Newborn Diagnosis:9ccs256:Exam/eval:-0.052 Diagnosis:9ccs61:Sickle cell:-0.052 Newborn Diagnosis:9ccs94:Other ear dx:0.050 Diagnosis:9ccs63:Wht blood dx:-0.048 Diagnosis:9ccs259:Unclassified:0.048 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.047 Diagnosis:9ccs198:Ot infl skin:-0.046 Vital: Wt-gain10to16 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1422 | OR_unadj: 1.239 [0.917 1.676] | indivs AUC:0.579 Correlated most with: Number of Visits:0.063 Diagnosis:9ccs96:Hrt valve dx:-0.063 Diagnosis:9ccs92:Otitis media:0.061 Newborn Diagnosis:9ccs215:gu cong anom:-0.061 Lab:295669 BILIRUBIN DIRECT - LMC:-0.052 Diagnosis:9ccs123:Influenza:0.044 Diagnosis:9ccs59:Anemia:0.043 Diagnosis:9ccs90:Eye infectn:0.041 Diagnosis:9ccs253:Allergy:0.035 Newborn Diagnosis:9ccs253:Allergy:0.034 * Vital: Ht Percentile-latest | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1043 | OR_unadj: 1.325 [1.003 1.751] | indivs AUC:0.562 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.098 Diagnosis:9ccs89:Blindness:0.081 Diagnosis:9ccs128:Asthma:0.065 Lab:294203 BILIRUBIN TOTAL - LMC:-0.064 Newborn Diagnosis:9ccs215:gu cong anom:0.059 Newborn Diagnosis:9ccs200:Oth skin dx:-0.058 Diagnosis:9ccs2:Septicemia:0.054 Diagnosis:9ccs137:Mouth dx:0.052 Newborn Diagnosis:9ccs223:Birth trauma:0.050 Diagnosis:9ccs58:Ot nutrit dx:-0.048 * Vital: Wt-avg5to7 | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1315 | OR_unadj: 2.102 [1.606 2.750] | indivs AUC:0.606 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.190 Diagnosis:9ccs238:Complic proc:-0.108 Newborn Diagnosis:9ccs221:Resp distres:-0.103 Diagnosis:9ccs219:Low birth wt:-0.091 Newborn Diagnosis:9ccs253:Allergy:-0.072 Newborn Diagnosis:9ccs200:Oth skin dx:-0.071 Diagnosis:9ccs138:Esophgeal dx:-0.069 Diagnosis:9ccs92:Otitis media:0.069 Diagnosis:9ccs125:Bronchitis:0.067 Newborn Diagnosis:9ccs222:Perint jaund:-0.067 Vital: Ht-avg7to10 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1332 | OR_unadj: 1.262 [0.963 1.654] | indivs AUC:0.531 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.129 Diagnosis:9ccs219:Low birth wt:-0.079 Diagnosis:9ccs238:Complic proc:-0.075 Newborn Diagnosis:9ccs224:Ot perint dx:0.069 Diagnosis:9ccs123:Influenza:0.066 Diagnosis:9ccs208:Acq foot def:0.066 Lab:323825 STREP SCREEN THROAT - Sunrise:0.066 Diagnosis:9ccs200:Oth skin dx:0.056 Diagnosis:9ccs216:Nerv cong an:-0.054 Diagnosis:9ccs74:Ot mentl cnd:-0.051 Vital: Ht Percentile-gain16to24 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.554 Correlated most with: Diagnosis:9ccs0:No DX:0.102 Diagnosis:9ccs258:Other screen:-0.095 Diagnosis:9ccs51:Ot endo dsor:-0.076 Diagnosis:9ccs259:Unclassified:0.067 Newborn Diagnosis:9ccs224:Ot perint dx:-0.066 Diagnosis:9ccs213:Cardiac anom:-0.065 Lab:294203 BILIRUBIN TOTAL - LMC:-0.062 Diagnosis:9ccs8:Oth infectns:0.061 Diagnosis:9ccs168:PID:-0.061 Lab:292495 LEAD LEVEL - Sunrise:0.057 * Vital: Wt for Length ZScore-avg1to3 | coef 0.006 95% CI: [0.006 , 0.007] | OR_adj 1.006 [1.006 1.007] | occ: 1348 | OR_unadj: 1.471 [1.126 1.921] | indivs AUC:0.589 Correlated most with: Diagnosis:9ccs259:Unclassified:-0.078 Newborn Diagnosis:9ccs221:Resp distres:-0.066 Diagnosis:9ccs147:Anal/rectal:0.065 Diagnosis:9ccs64:Ot hematl dx:-0.062 Diagnosis:9ccs125:Bronchitis:0.060 Diagnosis:9ccs238:Complic proc:-0.058 Diagnosis:9ccs217:Ot cong anom:-0.056 Diagnosis:9ccs91:Other eye dx:-0.056 Newborn Diagnosis:9ccs222:Perint jaund:0.056 Diagnosis:9ccs200:Oth skin dx:-0.054 Vital: Ht-gain0to3 | coef 0.006 95% CI: [0.006 , 0.007] | OR_adj 1.006 [1.006 1.007] | occ: 1394 | OR_unadj: 0.853 [0.644 1.129] | indivs AUC:0.537 Correlated most with: Number of Visits:0.136 Diagnosis:9ccs126:Ot up rsp in:0.108 Diagnosis:9ccs10:Immuniz/scrn:0.076 Diagnosis:9ccs92:Otitis media:0.074 Newborn Diagnosis:9ccs256:Exam/eval:0.068 Diagnosis:9ccs122:Pneumonia:0.064 Diagnosis:9ccs128:Asthma:0.060 Diagnosis:9ccs137:Mouth dx:0.055 Diagnosis:9ccs214:GI cong anom:0.052 Diagnosis:9ccs219:Low birth wt:0.048 * Vital: Wt-gain5to10 | coef 0.006 95% CI: [0.006 , 0.007] | OR_adj 1.006 [1.006 1.007] | occ: 1444 | OR_unadj: 1.450 [1.102 1.909] | indivs AUC:0.564 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.096 Diagnosis:9ccs200:Oth skin dx:-0.066 Newborn Diagnosis:9ccs94:Other ear dx:-0.065 Diagnosis:9ccs223:Birth trauma:-0.055 Diagnosis:9ccs89:Blindness:0.052 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.052 Diagnosis:9ccs256:Exam/eval:-0.051 Diagnosis:9ccs95:Oth nerv dx:-0.048 Diagnosis:9ccs198:Ot infl skin:-0.045 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.042 * Vital: BMI-avg7to10 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1333 | OR_unadj: 2.458 [1.877 3.218] | indivs AUC:0.623 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.064 Diagnosis:9ccs217:Ot cong anom:-0.059 Diagnosis:9ccs3:Oth bact inf:0.058 Diagnosis:9ccs48:Thyroid dsor:-0.057 Diagnosis:9ccs55:Fluid/elc dx:-0.051 Diagnosis:9ccs219:Low birth wt:-0.050 Newborn Diagnosis:9ccs223:Birth trauma:0.050 Diagnosis:9ccs238:Complic proc:-0.048 Diagnosis:9ccs92:Otitis media:0.046 Newborn Diagnosis:9ccs94:Other ear dx:-0.046 Vital: Ht Percentile-gain10to16 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 768 | OR_unadj: 0.941 [0.680 1.302] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs125:Bronchitis:-0.077 Lab:295669 BILIRUBIN DIRECT - LMC:-0.069 Diagnosis:9ccs0:No DX:0.063 Diagnosis:9ccs96:Hrt valve dx:-0.062 Diagnosis:9ccs223:Birth trauma:-0.053 Diagnosis:9ccs2:Septicemia:-0.051 Lab:292495 LEAD LEVEL - Sunrise:0.048 Newborn Diagnosis:9ccs213:Cardiac anom:-0.047 Diagnosis:9ccs208:Acq foot def:-0.046 Diagnosis:9ccs213:Cardiac anom:-0.045 Vital: Ht-gain10to16 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1404 | OR_unadj: 1.132 [0.839 1.528] | indivs AUC:0.537 Correlated most with: Diagnosis:9ccs92:Otitis media:0.067 Diagnosis:9ccs96:Hrt valve dx:-0.056 Number of Visits:0.054 Newborn Diagnosis:9ccs215:gu cong anom:-0.053 Newborn Diagnosis:9ccs253:Allergy:0.048 Diagnosis:9ccs59:Anemia:0.047 Lab:295669 BILIRUBIN DIRECT - LMC:-0.046 Diagnosis:9ccs123:Influenza:0.045 Diagnosis:9ccs136:Teeth dx:0.042 Diagnosis:9ccs163:Other GU dx:-0.037 * Vital: BMI-avg5to7 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1293 | OR_unadj: 2.167 [1.657 2.835] | indivs AUC:0.634 Correlated most with: Diagnosis:9ccs238:Complic proc:-0.089 Newborn Diagnosis:9ccs219:Low birth wt:-0.067 Diagnosis:9ccs219:Low birth wt:-0.059 Newborn Diagnosis:9ccs213:Cardiac anom:-0.054 Newborn Diagnosis:9ccs253:Allergy:-0.052 Diagnosis:9ccs92:Otitis media:0.051 Diagnosis:9ccs55:Fluid/elc dx:-0.050 Diagnosis:9ccs168:PID:0.048 Diagnosis:9ccs155:Other GI dx:-0.045 Diagnosis:9ccs113:Late eff CVD:-0.045 Vital: Wt for Len Percentile-gain5to10 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1245 | OR_unadj: 0.990 [0.750 1.306] | indivs AUC:0.481 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:0.105 Lab:292495 LEAD LEVEL - Sunrise:0.094 Diagnosis:9ccs200:Oth skin dx:-0.069 Diagnosis:9ccs95:Oth nerv dx:-0.059 Diagnosis:9ccs256:Exam/eval:-0.059 Diagnosis:9ccs223:Birth trauma:-0.054 Newborn Diagnosis:9ccs221:Resp distres:0.053 Newborn Diagnosis:9ccs94:Other ear dx:-0.052 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.038 Diagnosis:9ccs159:UTI:0.038 * Vital: Wt for Length ZScore-gain0to24 | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.783 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.093 Diagnosis:9ccs48:Thyroid dsor:-0.071 Number of Visits:0.070 Diagnosis:9ccs259:Unclassified:-0.067 Diagnosis:9ccs74:Ot mentl cnd:0.060 Diagnosis:9ccs94:Other ear dx:0.055 Diagnosis:9ccs61:Sickle cell:-0.053 Diagnosis:9ccs58:Ot nutrit dx:0.053 Diagnosis:9ccs239:Superfic inj:0.051 Diagnosis:9ccs7:Viral infect:0.051 Vital: HC-gain7to13 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1298 | OR_unadj: 1.240 [0.922 1.668] | indivs AUC:0.586 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.069 Diagnosis:9ccs251:Abdomnl pain:0.066 Diagnosis:9ccs211:Ot conn tiss:0.052 Newborn Diagnosis:9ccs223:Birth trauma:-0.049 Diagnosis:9ccs214:GI cong anom:-0.048 Lab:292495 LEAD LEVEL - Sunrise:-0.046 Diagnosis:9ccs51:Ot endo dsor:-0.045 Diagnosis:9ccs135:Intest infct:0.045 Diagnosis:9ccs222:Perint jaund:0.043 Diagnosis:9ccs96:Hrt valve dx:0.041 Vital: BMI-gain5to10 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1455 | OR_unadj: 1.104 [0.834 1.462] | indivs AUC:0.488 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.095 Diagnosis:9ccs256:Exam/eval:-0.062 Newborn Diagnosis:9ccs94:Other ear dx:-0.061 Diagnosis:9ccs200:Oth skin dx:-0.061 Diagnosis:9ccs89:Blindness:0.050 Diagnosis:9ccs223:Birth trauma:-0.049 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.048 Diagnosis:9ccs61:Sickle cell:-0.046 Diagnosis:9ccs136:Teeth dx:-0.046 Newborn Diagnosis:9ccs256:Exam/eval:-0.045 Vital: Wt-gain13to19 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1408 | OR_unadj: 1.117 [0.855 1.458] | indivs AUC:0.590 Correlated most with: Number of Visits:0.065 Diagnosis:9ccs7:Viral infect:0.062 Diagnosis:9ccs257:Ot aftercare:0.057 Diagnosis:9ccs96:Hrt valve dx:0.050 Diagnosis:9ccs250:Nausea/vomit:0.049 Diagnosis:9ccs133:Oth low resp:0.047 Diagnosis:9ccs128:Asthma:0.045 Diagnosis:9ccs161:Ot dx kidney:0.045 Diagnosis:9ccs155:Other GI dx:0.043 Diagnosis:9ccs10:Immuniz/scrn:0.041 Vital: Ht-avg3to5 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1296 | OR_unadj: 0.876 [0.661 1.159] | indivs AUC:0.509 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.251 Newborn Diagnosis:9ccs221:Resp distres:-0.104 Diagnosis:9ccs219:Low birth wt:-0.099 Newborn Diagnosis:9ccs222:Perint jaund:-0.097 Newborn Diagnosis:9ccs256:Exam/eval:-0.091 Diagnosis:9ccs143:Abdom hernia:-0.083 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.077 Newborn Diagnosis:9ccs253:Allergy:-0.076 Newborn Diagnosis:9ccs200:Oth skin dx:-0.075 Newborn Diagnosis:9ccs213:Cardiac anom:-0.058 * Vital: Wt for Length ZScore-latest | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.783 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.093 Diagnosis:9ccs48:Thyroid dsor:-0.071 Number of Visits:0.070 Diagnosis:9ccs259:Unclassified:-0.067 Diagnosis:9ccs74:Ot mentl cnd:0.060 Diagnosis:9ccs94:Other ear dx:0.055 Diagnosis:9ccs61:Sickle cell:-0.053 Diagnosis:9ccs58:Ot nutrit dx:0.053 Diagnosis:9ccs239:Superfic inj:0.051 Diagnosis:9ccs7:Viral infect:0.051 * Vital: Wt for Length ZScore-avg13to16 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1287 | OR_unadj: 3.550 [2.689 4.687] | indivs AUC:0.715 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.076 Diagnosis:9ccs48:Thyroid dsor:-0.070 Diagnosis:9ccs242:Poisn ot med:0.065 Diagnosis:9ccs10:Immuniz/scrn:-0.061 Diagnosis:9ccs259:Unclassified:-0.057 Diagnosis:9ccs92:Otitis media:0.055 Diagnosis:9ccs124:Tonsillitis:0.054 Diagnosis:9ccs168:PID:0.049 Diagnosis:9ccs58:Ot nutrit dx:-0.048 Diagnosis:9ccs89:Blindness:0.046 Vital: HC-latest | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.592 Correlated most with: Number of Visits:0.302 Diagnosis:9ccs126:Ot up rsp in:0.252 Diagnosis:9ccs10:Immuniz/scrn:0.246 Diagnosis:9ccs92:Otitis media:0.214 Diagnosis:9ccs257:Ot aftercare:0.211 Diagnosis:9ccs7:Viral infect:0.160 Diagnosis:9ccs125:Bronchitis:0.152 Diagnosis:9ccs135:Intest infct:0.150 Diagnosis:9ccs90:Eye infectn:0.137 Diagnosis:9ccs96:Hrt valve dx:0.100 Vital: Ht-gain5to10 | coef 0.006 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.006] | occ: 1429 | OR_unadj: 1.097 [0.806 1.493] | indivs AUC:0.492 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.079 Diagnosis:9ccs89:Blindness:0.064 Newborn Diagnosis:9ccs94:Other ear dx:-0.062 Diagnosis:9ccs200:Oth skin dx:-0.057 Diagnosis:9ccs136:Teeth dx:-0.050 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.049 Diagnosis:9ccs256:Exam/eval:-0.048 Diagnosis:9ccs223:Birth trauma:-0.046 Newborn Diagnosis:9ccs256:Exam/eval:-0.045 Number of Visits:0.044 Vital: HC-gain5to10 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1305 | OR_unadj: 1.028 [0.772 1.370] | indivs AUC:0.434 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.079 Diagnosis:9ccs251:Abdomnl pain:-0.067 Diagnosis:9ccs234:Crush injury:-0.064 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.057 Diagnosis:9ccs8:Oth infectns:-0.054 Newborn Diagnosis:9ccs256:Exam/eval:-0.051 Diagnosis:9ccs92:Otitis media:0.050 Diagnosis:9ccs125:Bronchitis:0.049 Diagnosis:9ccs95:Oth nerv dx:-0.047 Diagnosis:9ccs222:Perint jaund:-0.044 * Vital: BMI-gain0to24 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1338 | OR_unadj: 3.923 [2.973 5.177] | indivs AUC:0.778 Correlated most with: Diagnosis:9ccs259:Unclassified:-0.084 Diagnosis:9ccs48:Thyroid dsor:-0.079 Diagnosis:9ccs133:Oth low resp:-0.066 Diagnosis:9ccs198:Ot infl skin:-0.059 Diagnosis:9ccs61:Sickle cell:-0.052 Diagnosis:9ccs0:No DX:-0.051 Diagnosis:9ccs167:Breast dx:-0.050 Diagnosis:9ccs10:Immuniz/scrn:-0.050 Lab:297262 HEMOGLOBIN (HEMOCUE):0.049 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.048 Vital: Wt for Length ZScore-gain16to24 | coef 0.006 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.006] | occ: 1432 | OR_unadj: 1.066 [0.815 1.393] | indivs AUC:0.594 Correlated most with: Diagnosis:9ccs94:Other ear dx:0.055 Diagnosis:9ccs154:Gastroent:0.055 Diagnosis:9ccs7:Viral infect:0.054 Diagnosis:9ccs153:GI hemorrhag:0.054 Diagnosis:9ccs224:Ot perint dx:0.053 Diagnosis:9ccs141:Ot dx stomch:0.051 Newborn Diagnosis:9ccs223:Birth trauma:0.048 Diagnosis:9ccs250:Nausea/vomit:0.045 Diagnosis:9ccs76:Meningitis:0.045 Diagnosis:9ccs247:Lymph enlarg:0.044 * Vital: Wt-avg3to5 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1316 | OR_unadj: 1.676 [1.282 2.190] | indivs AUC:0.597 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.220 Diagnosis:9ccs219:Low birth wt:-0.108 Newborn Diagnosis:9ccs222:Perint jaund:-0.085 Newborn Diagnosis:9ccs221:Resp distres:-0.080 Diagnosis:9ccs143:Abdom hernia:-0.078 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.076 Diagnosis:9ccs125:Bronchitis:0.076 Diagnosis:9ccs3:Oth bact inf:0.073 Newborn Diagnosis:9ccs200:Oth skin dx:-0.072 Diagnosis:9ccs238:Complic proc:-0.072 Vital: Ht-avg0to1 | coef 0.006 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.006] | occ: 1326 | OR_unadj: 0.954 [0.722 1.262] | indivs AUC:0.490 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.348 Diagnosis:9ccs219:Low birth wt:-0.204 Newborn Diagnosis:9ccs221:Resp distres:-0.162 Newborn Diagnosis:9ccs222:Perint jaund:-0.135 Newborn Diagnosis:9ccs256:Exam/eval:-0.126 Diagnosis:9ccs143:Abdom hernia:-0.112 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.103 Newborn Diagnosis:9ccs253:Allergy:-0.101 Diagnosis:9ccs200:Oth skin dx:0.079 Newborn Diagnosis:9ccs224:Ot perint dx:0.074 * Vital: Wt-avg7to10 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1355 | OR_unadj: 2.480 [1.894 3.248] | indivs AUC:0.633 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.112 Diagnosis:9ccs219:Low birth wt:-0.091 Diagnosis:9ccs238:Complic proc:-0.079 Diagnosis:9ccs125:Bronchitis:0.075 Lab:297262 HEMOGLOBIN (HEMOCUE):0.059 Newborn Diagnosis:9ccs200:Oth skin dx:-0.059 Newborn Diagnosis:9ccs215:gu cong anom:0.058 Diagnosis:9ccs143:Abdom hernia:-0.054 Diagnosis:9ccs128:Asthma:0.053 Diagnosis:9ccs95:Oth nerv dx:-0.053 Vital: Wt for Len Percentile-gain7to13 | coef 0.006 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.006] | occ: 1290 | OR_unadj: 0.991 [0.753 1.305] | indivs AUC:0.576 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.067 Diagnosis:9ccs153:GI hemorrhag:-0.057 Diagnosis:9ccs143:Abdom hernia:0.055 Lab:292495 LEAD LEVEL - Sunrise:-0.054 Diagnosis:9ccs239:Superfic inj:-0.050 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.047 Diagnosis:9ccs0:No DX:-0.045 Diagnosis:9ccs216:Nerv cong an:0.042 Diagnosis:9ccs95:Oth nerv dx:0.041 Newborn Diagnosis:9ccs223:Birth trauma:-0.039 Vital: HC-gain16to24 | coef 0.006 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.006] | occ: 1064 | OR_unadj: 0.868 [0.662 1.137] | indivs AUC:0.535 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.060 Diagnosis:9ccs209:Ot acq defor:0.056 Newborn Diagnosis:9ccs256:Exam/eval:-0.054 Diagnosis:9ccs214:GI cong anom:-0.049 Diagnosis:9ccs251:Abdomnl pain:-0.049 Diagnosis:9ccs95:Oth nerv dx:0.048 Diagnosis:9ccs140:Gastritis:0.048 Diagnosis:9ccs256:Exam/eval:-0.047 Diagnosis:9ccs213:Cardiac anom:-0.046 Diagnosis:9ccs239:Superfic inj:-0.045 * Vital: Wt for Length Zscore-avg10to13 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.006] | occ: 1381 | OR_unadj: 2.955 [2.245 3.890] | indivs AUC:0.694 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:0.073 Diagnosis:9ccs219:Low birth wt:-0.070 Diagnosis:9ccs10:Immuniz/scrn:-0.067 Diagnosis:9ccs48:Thyroid dsor:-0.066 Diagnosis:9ccs242:Poisn ot med:0.062 Diagnosis:9ccs125:Bronchitis:0.060 Diagnosis:9ccs234:Crush injury:0.058 Lab:297262 HEMOGLOBIN (HEMOCUE):0.058 Diagnosis:9ccs133:Oth low resp:-0.056 Diagnosis:9ccs259:Unclassified:-0.052 * Vital: Wt for Length ZScore-avg7to10 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.006] | occ: 1331 | OR_unadj: 2.704 [2.060 3.548] | indivs AUC:0.643 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.072 Diagnosis:9ccs217:Ot cong anom:-0.067 Diagnosis:9ccs48:Thyroid dsor:-0.060 Diagnosis:9ccs238:Complic proc:-0.056 Diagnosis:9ccs138:Esophgeal dx:-0.054 Lab:297262 HEMOGLOBIN (HEMOCUE):0.050 Diagnosis:9ccs224:Ot perint dx:-0.049 Newborn Diagnosis:9ccs200:Oth skin dx:-0.047 Diagnosis:9ccs95:Oth nerv dx:-0.046 Diagnosis:9ccs10:Immuniz/scrn:-0.046 * Vital: Wt-avg10to13 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1399 | OR_unadj: 2.696 [2.056 3.535] | indivs AUC:0.688 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.094 Diagnosis:9ccs219:Low birth wt:-0.083 Newborn Diagnosis:9ccs223:Birth trauma:0.074 Newborn Diagnosis:9ccs215:gu cong anom:0.070 Lab:297262 HEMOGLOBIN (HEMOCUE):0.070 Diagnosis:9ccs238:Complic proc:-0.066 Diagnosis:9ccs217:Ot cong anom:-0.066 Diagnosis:9ccs125:Bronchitis:0.065 Diagnosis:9ccs48:Thyroid dsor:-0.064 Diagnosis:9ccs242:Poisn ot med:0.059 Vital: Ht-avg10to13 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1381 | OR_unadj: 1.307 [0.998 1.712] | indivs AUC:0.544 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.118 Diagnosis:9ccs238:Complic proc:-0.074 Diagnosis:9ccs64:Ot hematl dx:0.073 Diagnosis:9ccs208:Acq foot def:0.069 Diagnosis:9ccs2:Septicemia:0.067 Newborn Diagnosis:9ccs215:gu cong anom:0.061 Diagnosis:9ccs219:Low birth wt:-0.057 Diagnosis:9ccs128:Asthma:0.055 Diagnosis:9ccs223:Birth trauma:0.055 Diagnosis:9ccs0:No DX:0.054 Vital: Wt Percentile-gain10to16 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 753 | OR_unadj: 0.793 [0.556 1.132] | indivs AUC:0.490 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.067 Diagnosis:9ccs213:Cardiac anom:-0.062 Diagnosis:9ccs0:No DX:0.062 Diagnosis:9ccs96:Hrt valve dx:-0.054 Lab:294203 BILIRUBIN TOTAL - LMC:0.048 Diagnosis:9ccs137:Mouth dx:-0.048 Diagnosis:9ccs197:Skin infectn:0.044 Diagnosis:9ccs61:Sickle cell:-0.042 Diagnosis:9ccs92:Otitis media:0.041 Diagnosis:9ccs151:Oth liver dx:0.039 Vital: Ht-gain3to7 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1405 | OR_unadj: 1.120 [0.858 1.461] | indivs AUC:0.523 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:-0.091 Diagnosis:9ccs240:Burns:-0.071 Diagnosis:9ccs113:Late eff CVD:0.069 Diagnosis:9ccs7:Viral infect:0.062 Diagnosis:9ccs92:Otitis media:0.060 Diagnosis:9ccs126:Ot up rsp in:0.057 Diagnosis:9ccs128:Asthma:0.056 Diagnosis:9ccs83:Epilepsy/cnv:0.055 Diagnosis:9ccs89:Blindness:-0.051 Diagnosis:9ccs238:Complic proc:0.049 Vital: Ht-avg1to3 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1348 | OR_unadj: 0.914 [0.694 1.204] | indivs AUC:0.517 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.303 Diagnosis:9ccs219:Low birth wt:-0.175 Newborn Diagnosis:9ccs222:Perint jaund:-0.123 Diagnosis:9ccs143:Abdom hernia:-0.119 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117 Newborn Diagnosis:9ccs256:Exam/eval:-0.112 Newborn Diagnosis:9ccs94:Other ear dx:0.089 Newborn Diagnosis:9ccs253:Allergy:-0.079 Diagnosis:9ccs200:Oth skin dx:0.070 Newborn Diagnosis:9ccs221:Resp distres:-0.066 * Vital: Ht-avg13to16 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1287 | OR_unadj: 1.332 [1.019 1.741] | indivs AUC:0.515 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.120 Diagnosis:9ccs2:Septicemia:0.082 Diagnosis:9ccs58:Ot nutrit dx:-0.073 Diagnosis:9ccs238:Complic proc:-0.071 Diagnosis:9ccs222:Perint jaund:0.059 Newborn Diagnosis:9ccs221:Resp distres:-0.058 Lab:323825 STREP SCREEN THROAT - Sunrise:0.057 Diagnosis:10ccs58:Ot nutrit dx:0.055 Diagnosis:9ccs64:Ot hematl dx:0.055 Diagnosis:9ccs242:Poisn ot med:0.052 Vital: HC-gain13to19 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1080 | OR_unadj: 0.985 [0.755 1.286] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs128:Asthma:0.079 Newborn Diagnosis:9ccs223:Birth trauma:0.070 Diagnosis:9ccs96:Hrt valve dx:0.058 Diagnosis:9ccs10:Immuniz/scrn:0.055 Diagnosis:9ccs257:Ot aftercare:0.050 Diagnosis:9ccs243:Poisn nonmed:-0.049 Diagnosis:9ccs163:Other GU dx:0.048 Diagnosis:9ccs244:Other injury:0.046 Diagnosis:9ccs240:Burns:0.046 Diagnosis:9ccs122:Pneumonia:0.044 * Vital: Wt for Length ZScore-avg5to7 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1297 | OR_unadj: 2.431 [1.856 3.184] | indivs AUC:0.646 Correlated most with: Diagnosis:9ccs238:Complic proc:-0.091 Newborn Diagnosis:9ccs219:Low birth wt:-0.055 Diagnosis:9ccs92:Otitis media:0.055 Diagnosis:9ccs219:Low birth wt:-0.052 Newborn Diagnosis:9ccs213:Cardiac anom:-0.051 Diagnosis:9ccs155:Other GI dx:-0.048 Newborn Diagnosis:9ccs253:Allergy:-0.048 Diagnosis:9ccs113:Late eff CVD:-0.047 Diagnosis:9ccs55:Fluid/elc dx:-0.047 Diagnosis:9ccs217:Ot cong anom:-0.046 Vital: Ht Percentile-gain7to13 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 713 | OR_unadj: 1.104 [0.782 1.559] | indivs AUC:0.479 Correlated most with: Newborn Diagnosis:9ccs94:Other ear dx:-0.072 Diagnosis:9ccs217:Ot cong anom:-0.070 Diagnosis:9ccs124:Tonsillitis:0.066 Diagnosis:10ccs58:Ot nutrit dx:0.065 Diagnosis:9ccs219:Low birth wt:0.064 Diagnosis:9ccs143:Abdom hernia:0.060 Diagnosis:9ccs147:Anal/rectal:0.051 Diagnosis:9ccs74:Ot mentl cnd:0.050 Diagnosis:9ccs2:Septicemia:0.049 Diagnosis:9ccs2603:E Codes: Fall:0.049 Vital: Wt Percentile-gain7to13 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 698 | OR_unadj: 1.247 [0.851 1.830] | indivs AUC:0.515 Correlated most with: Diagnosis:9ccs153:GI hemorrhag:-0.063 Diagnosis:9ccs124:Tonsillitis:0.060 Newborn Diagnosis:9ccs94:Other ear dx:-0.060 Diagnosis:9ccs239:Superfic inj:-0.056 Diagnosis:9ccs204:Ot joint dx:0.054 Diagnosis:9ccs258:Other screen:-0.053 Lab:292495 LEAD LEVEL - Sunrise:-0.053 Diagnosis:9ccs217:Ot cong anom:-0.051 Diagnosis:9ccs128:Asthma:0.048 Newborn Diagnosis:9ccs217:Ot cong anom:-0.047 Vital: Wt for Len Percentile-gain16to24 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1289 | OR_unadj: 0.818 [0.613 1.091] | indivs AUC:0.488 Correlated most with: Diagnosis:9ccs61:Sickle cell:-0.068 Diagnosis:9ccs234:Crush injury:-0.064 Number of Visits:-0.062 Diagnosis:9ccs4:Mycoses:-0.054 Lab:292495 LEAD LEVEL - Sunrise:0.050 Diagnosis:9ccs94:Other ear dx:-0.050 Newborn Diagnosis:9ccs94:Other ear dx:0.048 Diagnosis:9ccs138:Esophgeal dx:-0.046 Diagnosis:9ccs198:Ot infl skin:-0.046 Diagnosis:9ccs128:Asthma:-0.046 Vital: HC-gain10to16 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1222 | OR_unadj: 1.142 [0.874 1.492] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs256:Exam/eval:-0.077 Diagnosis:9ccs154:Gastroent:-0.070 Diagnosis:9ccs92:Otitis media:0.056 Diagnosis:9ccs48:Thyroid dsor:0.055 Diagnosis:9ccs250:Nausea/vomit:-0.055 Diagnosis:9ccs10:Immuniz/scrn:-0.054 Diagnosis:9ccs96:Hrt valve dx:-0.053 Diagnosis:9ccs64:Ot hematl dx:-0.050 Diagnosis:9ccs133:Oth low resp:-0.049 Diagnosis:9ccs200:Oth skin dx:-0.049 * Vital: Wt Percentile-gain13to19 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 826 | OR_unadj: 0.644 [0.432 0.961] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs0:No DX:0.079 Diagnosis:9ccs257:Ot aftercare:0.076 Diagnosis:9ccs91:Other eye dx:-0.063 Diagnosis:9ccs128:Asthma:0.056 Diagnosis:9ccs208:Acq foot def:0.055 Diagnosis:9ccs7:Viral infect:0.055 Number of Visits:0.052 Diagnosis:9ccs175:Ot femal gen:0.049 Diagnosis:9ccs161:Ot dx kidney:0.046 Diagnosis:9ccs239:Superfic inj:0.044 * Vital: Wt-avg13to16 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1308 | OR_unadj: 3.224 [2.452 4.240] | indivs AUC:0.703 Correlated most with: Diagnosis:9ccs242:Poisn ot med:0.085 Diagnosis:9ccs48:Thyroid dsor:-0.067 Newborn Diagnosis:9ccs219:Low birth wt:-0.065 Diagnosis:9ccs124:Tonsillitis:0.062 Lab:297262 HEMOGLOBIN (HEMOCUE):0.056 Diagnosis:9ccs238:Complic proc:-0.056 Diagnosis:9ccs89:Blindness:0.055 Diagnosis:9ccs215:gu cong anom:0.051 Diagnosis:9ccs125:Bronchitis:0.049 Diagnosis:9ccs92:Otitis media:0.048 Vital: Ht Percentile-gain13to19 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 832 | OR_unadj: 0.955 [0.693 1.316] | indivs AUC:0.478 Correlated most with: Diagnosis:9ccs136:Teeth dx:-0.064 Diagnosis:9ccs163:Other GU dx:0.057 Diagnosis:9ccs208:Acq foot def:0.051 Diagnosis:9ccs211:Ot conn tiss:0.051 Newborn Diagnosis:9ccs215:gu cong anom:0.051 Diagnosis:9ccs125:Bronchitis:0.051 Diagnosis:9ccs143:Abdom hernia:-0.051 Diagnosis:9ccs161:Ot dx kidney:0.048 Diagnosis:9ccs257:Ot aftercare:0.048 Diagnosis:9ccs147:Anal/rectal:0.044 Vital: HC-avg1to3 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1229 | OR_unadj: 0.920 [0.701 1.208] | indivs AUC:0.492 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.212 Diagnosis:9ccs219:Low birth wt:-0.111 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.099 Newborn Diagnosis:9ccs256:Exam/eval:-0.090 Newborn Diagnosis:9ccs221:Resp distres:-0.079 Newborn Diagnosis:9ccs253:Allergy:-0.077 Diagnosis:9ccs123:Influenza:0.077 Diagnosis:9ccs200:Oth skin dx:0.070 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.061 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.058 * Vital: Wt for Len Percentile-gain10to16 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1273 | OR_unadj: 1.672 [1.280 2.183] | indivs AUC:0.545 Correlated most with: Diagnosis:9ccs163:Other GU dx:-0.077 Diagnosis:9ccs92:Otitis media:0.060 Newborn Diagnosis:9ccs219:Low birth wt:0.056 Newborn Diagnosis:9ccs215:gu cong anom:-0.053 Diagnosis:9ccs175:Ot femal gen:-0.050 Newborn Diagnosis:9ccs253:Allergy:0.048 Number of Visits:0.048 Newborn Diagnosis:9ccs222:Perint jaund:0.048 Diagnosis:9ccs96:Hrt valve dx:-0.047 Diagnosis:9ccs239:Superfic inj:0.047 Vital: Ht-gain13to19 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1378 | OR_unadj: 0.895 [0.685 1.171] | indivs AUC:0.438 Correlated most with: Number of Visits:0.054 Diagnosis:9ccs7:Viral infect:0.053 Diagnosis:9ccs163:Other GU dx:0.050 Diagnosis:9ccs133:Oth low resp:0.048 Diagnosis:9ccs257:Ot aftercare:0.046 Diagnosis:9ccs161:Ot dx kidney:0.044 Diagnosis:9ccs96:Hrt valve dx:0.042 Diagnosis:9ccs122:Pneumonia:0.042 Diagnosis:9ccs155:Other GI dx:0.041 Diagnosis:9ccs10:Immuniz/scrn:0.041 Vital: BMI-gain13to19 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1431 | OR_unadj: 0.840 [0.643 1.097] | indivs AUC:0.566 Correlated most with: Diagnosis:9ccs163:Other GU dx:0.065 Diagnosis:9ccs141:Ot dx stomch:0.053 Diagnosis:9ccs7:Viral infect:0.048 Diagnosis:9ccs10:Immuniz/scrn:0.048 Number of Visits:0.046 Diagnosis:9ccs257:Ot aftercare:0.043 Diagnosis:9ccs161:Ot dx kidney:0.041 Diagnosis:9ccs133:Oth low resp:0.039 Diagnosis:9ccs122:Pneumonia:0.039 Diagnosis:9ccs96:Hrt valve dx:0.038 * Vital: Wt Change-avg16to19 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 712 | OR_unadj: 1.794 [1.198 2.685] | indivs AUC:0.516 Correlated most with: Number of Visits:-0.238 Diagnosis:9ccs90:Eye infectn:-0.120 Diagnosis:9ccs257:Ot aftercare:-0.120 Diagnosis:9ccs10:Immuniz/scrn:-0.119 Diagnosis:9ccs135:Intest infct:-0.119 Diagnosis:9ccs126:Ot up rsp in:-0.116 Diagnosis:9ccs92:Otitis media:-0.111 Diagnosis:9ccs242:Poisn ot med:-0.100 Diagnosis:9ccs7:Viral infect:-0.099 Diagnosis:9ccs133:Oth low resp:-0.093 * Vital: Wt-avg16to19 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1298 | OR_unadj: 3.060 [2.331 4.017] | indivs AUC:0.736 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.070 Diagnosis:9ccs128:Asthma:0.064 Lab:297262 HEMOGLOBIN (HEMOCUE):0.064 Diagnosis:9ccs215:gu cong anom:0.061 Newborn Diagnosis:9ccs219:Low birth wt:-0.060 Diagnosis:9ccs238:Complic proc:-0.059 Diagnosis:9ccs205:Back problem:-0.059 Diagnosis:9ccs217:Ot cong anom:-0.058 Diagnosis:9ccs124:Tonsillitis:0.050 Diagnosis:9ccs92:Otitis media:0.048 Vital: Wt Change-avg10to13 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 631 | OR_unadj: 1.185 [0.802 1.752] | indivs AUC:0.443 Correlated most with: Diagnosis:9ccs256:Exam/eval:0.095 Number of Visits:-0.083 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.078 Diagnosis:9ccs133:Oth low resp:-0.078 Diagnosis:9ccs136:Teeth dx:-0.078 Diagnosis:9ccs125:Bronchitis:-0.077 Diagnosis:9ccs96:Hrt valve dx:-0.070 Diagnosis:9ccs113:Late eff CVD:0.063 Diagnosis:9ccs128:Asthma:-0.063 Diagnosis:9ccs92:Otitis media:-0.062 Vital: HC-gain3to7 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1310 | OR_unadj: 1.076 [0.825 1.404] | indivs AUC:0.578 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.075 Lab:292495 LEAD LEVEL - Sunrise:-0.071 Diagnosis:9ccs113:Late eff CVD:0.059 Diagnosis:9ccs240:Burns:-0.055 Diagnosis:9ccs8:Oth infectns:0.054 Newborn Diagnosis:9ccs222:Perint jaund:-0.054 Diagnosis:9ccs125:Bronchitis:-0.054 Diagnosis:9ccs89:Blindness:-0.050 Diagnosis:9ccs90:Eye infectn:0.050 Diagnosis:9ccs83:Epilepsy/cnv:0.048 Vital: HC-avg0to1 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1191 | OR_unadj: 1.052 [0.803 1.378] | indivs AUC:0.538 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.256 Diagnosis:9ccs219:Low birth wt:-0.160 Newborn Diagnosis:9ccs256:Exam/eval:-0.107 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.091 Newborn Diagnosis:9ccs94:Other ear dx:0.089 Newborn Diagnosis:9ccs222:Perint jaund:-0.083 Diagnosis:9ccs63:Wht blood dx:-0.064 Diagnosis:9ccs197:Skin infectn:0.062 Diagnosis:9ccs222:Perint jaund:-0.061 Newborn Diagnosis:9ccs221:Resp distres:-0.061 Vital: Wt for Length ZScore-avg0to1 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1309 | OR_unadj: 1.211 [0.926 1.584] | indivs AUC:0.579 Correlated most with: Diagnosis:9ccs219:Low birth wt:-0.096 Newborn Diagnosis:9ccs219:Low birth wt:-0.095 Diagnosis:10ccs58:Ot nutrit dx:0.069 Diagnosis:9ccs222:Perint jaund:-0.067 Newborn Diagnosis:9ccs224:Ot perint dx:0.064 Diagnosis:9ccs2603:E Codes: Fall:0.062 Newborn Diagnosis:9ccs256:Exam/eval:-0.057 Diagnosis:9ccs161:Ot dx kidney:0.054 Lab:294203 BILIRUBIN TOTAL - LMC:0.054 Diagnosis:9ccs117:Ot circul dx:-0.053 Vital: Wt for Length ZScore-gain0to3 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1309 | OR_unadj: 1.211 [0.926 1.584] | indivs AUC:0.579 Correlated most with: Diagnosis:9ccs219:Low birth wt:-0.096 Newborn Diagnosis:9ccs219:Low birth wt:-0.095 Diagnosis:10ccs58:Ot nutrit dx:0.069 Diagnosis:9ccs222:Perint jaund:-0.067 Newborn Diagnosis:9ccs224:Ot perint dx:0.064 Diagnosis:9ccs2603:E Codes: Fall:0.062 Newborn Diagnosis:9ccs256:Exam/eval:-0.057 Diagnosis:9ccs161:Ot dx kidney:0.054 Lab:294203 BILIRUBIN TOTAL - LMC:0.054 Diagnosis:9ccs117:Ot circul dx:-0.053 * Vital: Ht-avg16to19 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1265 | OR_unadj: 1.417 [1.082 1.855] | indivs AUC:0.507 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.120 Newborn Diagnosis:9ccs221:Resp distres:-0.072 Diagnosis:9ccs128:Asthma:0.067 Diagnosis:9ccs223:Birth trauma:0.067 Diagnosis:9ccs137:Mouth dx:0.066 Newborn Diagnosis:9ccs215:gu cong anom:0.064 Newborn Diagnosis:9ccs213:Cardiac anom:0.063 Diagnosis:9ccs205:Back problem:-0.060 Diagnosis:9ccs58:Ot nutrit dx:-0.055 Diagnosis:9ccs215:gu cong anom:0.055 Vital: Ht-latest | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1614 | OR_unadj: 1.271 [0.956 1.688] | indivs AUC:0.560 Correlated most with: Number of Visits:0.447 Diagnosis:9ccs10:Immuniz/scrn:0.345 Diagnosis:9ccs126:Ot up rsp in:0.315 Diagnosis:9ccs92:Otitis media:0.265 Diagnosis:9ccs7:Viral infect:0.206 Diagnosis:9ccs257:Ot aftercare:0.188 Diagnosis:9ccs135:Intest infct:0.156 Diagnosis:9ccs90:Eye infectn:0.148 Diagnosis:9ccs128:Asthma:0.117 Diagnosis:9ccs125:Bronchitis:0.114 * Vital: HC-avg7to10 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1133 | OR_unadj: 1.714 [1.288 2.282] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs213:Cardiac anom:0.068 Diagnosis:9ccs133:Oth low resp:-0.067 Diagnosis:9ccs123:Influenza:-0.058 Newborn Diagnosis:9ccs259:Unclassified:0.048 Diagnosis:9ccs159:UTI:-0.048 Diagnosis:9ccs92:Otitis media:0.043 Diagnosis:9ccs96:Hrt valve dx:0.041 Diagnosis:9ccs197:Skin infectn:-0.040 Diagnosis:9ccs74:Ot mentl cnd:-0.035 Diagnosis:9ccs137:Mouth dx:-0.034 * Vital: HC-avg5to7 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1123 | OR_unadj: 1.500 [1.143 1.967] | indivs AUC:0.535 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.118 Newborn Diagnosis:9ccs221:Resp distres:-0.085 Diagnosis:9ccs219:Low birth wt:-0.070 Diagnosis:9ccs147:Anal/rectal:0.061 Diagnosis:9ccs74:Ot mentl cnd:-0.060 Diagnosis:9ccs234:Crush injury:0.055 Diagnosis:9ccs257:Ot aftercare:0.053 Diagnosis:9ccs143:Abdom hernia:0.046 Newborn Diagnosis:9ccs256:Exam/eval:-0.043 Diagnosis:9ccs89:Blindness:0.043 * Vital: HC-avg10to13 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1158 | OR_unadj: 1.481 [1.134 1.934] | indivs AUC:0.587 Correlated most with: Diagnosis:9ccs147:Anal/rectal:0.054 Diagnosis:9ccs163:Other GU dx:0.053 Diagnosis:9ccs238:Complic proc:-0.052 Diagnosis:9ccs242:Poisn ot med:0.049 Diagnosis:9ccs90:Eye infectn:0.047 Diagnosis:9ccs92:Otitis media:0.044 Diagnosis:9ccs62:Coag/hemr dx:0.044 Diagnosis:9ccs205:Back problem:0.043 Number of Visits:0.041 Diagnosis:9ccs64:Ot hematl dx:0.041 Vital: Ht Percentile-gain5to10 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 606 | OR_unadj: 0.842 [0.579 1.225] | indivs AUC:0.463 Correlated most with: Diagnosis:9ccs89:Blindness:0.063 Diagnosis:9ccs214:GI cong anom:0.059 Diagnosis:9ccs167:Breast dx:-0.059 Diagnosis:9ccs113:Late eff CVD:-0.053 Diagnosis:9ccs211:Ot conn tiss:-0.050 Diagnosis:9ccs247:Lymph enlarg:0.050 Lab:295669 BILIRUBIN DIRECT - LMC:0.049 Diagnosis:9ccs63:Wht blood dx:-0.048 Diagnosis:9ccs143:Abdom hernia:-0.046 Diagnosis:9ccs153:GI hemorrhag:0.046 Vital: Ht-avg5to7 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1293 | OR_unadj: 1.103 [0.839 1.451] | indivs AUC:0.484 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.219 Newborn Diagnosis:9ccs221:Resp distres:-0.116 Newborn Diagnosis:9ccs222:Perint jaund:-0.087 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.085 Newborn Diagnosis:9ccs200:Oth skin dx:-0.084 Diagnosis:9ccs219:Low birth wt:-0.083 Diagnosis:9ccs124:Tonsillitis:0.072 Diagnosis:9ccs238:Complic proc:-0.071 Newborn Diagnosis:9ccs256:Exam/eval:-0.069 Lab:297262 HEMOGLOBIN (HEMOCUE):0.068 Vital: Wt Percentile-gain5to10 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 582 | OR_unadj: 1.002 [0.659 1.525] | indivs AUC:0.473 Correlated most with: Newborn Diagnosis:9ccs253:Allergy:0.068 Diagnosis:9ccs89:Blindness:0.068 Lab:292495 LEAD LEVEL - Sunrise:0.062 Diagnosis:9ccs211:Ot conn tiss:-0.059 Diagnosis:9ccs244:Other injury:0.056 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.055 Diagnosis:9ccs92:Otitis media:0.055 Diagnosis:9ccs214:GI cong anom:0.054 Diagnosis:9ccs138:Esophgeal dx:0.048 Diagnosis:9ccs198:Ot infl skin:-0.047 Vital: Ht Percentile-avg10to13 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 671 | OR_unadj: 1.232 [0.896 1.694] | indivs AUC:0.559 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.102 Diagnosis:9ccs89:Blindness:0.061 Diagnosis:10ccs58:Ot nutrit dx:0.059 Newborn Diagnosis:9ccs221:Resp distres:-0.055 Lab:323825 STREP SCREEN THROAT - Sunrise:0.052 Diagnosis:9ccs256:Exam/eval:0.051 Diagnosis:9ccs55:Fluid/elc dx:0.047 Diagnosis:9ccs135:Intest infct:0.046 Diagnosis:9ccs3:Oth bact inf:0.045 Diagnosis:9ccs59:Anemia:0.045 * Vital: Ht Percentile-avg19to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 916 | OR_unadj: 1.365 [1.025 1.817] | indivs AUC:0.591 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.091 Diagnosis:9ccs128:Asthma:0.079 Diagnosis:9ccs89:Blindness:0.079 Lab:294203 BILIRUBIN TOTAL - LMC:-0.066 Lab:323825 STREP SCREEN THROAT - Sunrise:0.061 Diagnosis:9ccs64:Ot hematl dx:0.061 Newborn Diagnosis:9ccs215:gu cong anom:0.056 Lab:297262 HEMOGLOBIN (HEMOCUE):0.053 Diagnosis:9ccs2:Septicemia:0.052 Diagnosis:9ccs242:Poisn ot med:0.049 * Vital: RR-latest | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 725 | OR_unadj: 0.663 [0.457 0.960] | indivs AUC:0.444 Correlated most with: Diagnosis:9ccs151:Oth liver dx:0.128 Diagnosis:9ccs10:Immuniz/scrn:0.079 Diagnosis:9ccs257:Ot aftercare:0.074 Diagnosis:9ccs222:Perint jaund:0.073 Newborn Diagnosis:9ccs219:Low birth wt:0.070 Diagnosis:9ccs223:Birth trauma:0.066 Diagnosis:9ccs224:Ot perint dx:0.064 Diagnosis:9ccs128:Asthma:0.063 Diagnosis:9ccs92:Otitis media:-0.059 Diagnosis:9ccs96:Hrt valve dx:0.058 * Vital: HC-avg16to19 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 930 | OR_unadj: 1.811 [1.365 2.403] | indivs AUC:0.545 Correlated most with: Diagnosis:9ccs51:Ot endo dsor:-0.094 Diagnosis:9ccs204:Ot joint dx:-0.075 Diagnosis:9ccs253:Allergy:0.064 Diagnosis:9ccs59:Anemia:-0.060 Diagnosis:9ccs134:Ot uppr resp:0.060 Diagnosis:9ccs143:Abdom hernia:0.057 Diagnosis:9ccs90:Eye infectn:0.053 Diagnosis:9ccs92:Otitis media:0.053 Diagnosis:9ccs147:Anal/rectal:0.051 Newborn Diagnosis:9ccs200:Oth skin dx:-0.044 Vital: Wt for Len Percentile-gain13to19 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1254 | OR_unadj: 1.030 [0.785 1.351] | indivs AUC:0.532 Correlated most with: Diagnosis:9ccs7:Viral infect:0.069 Diagnosis:9ccs163:Other GU dx:0.067 Number of Visits:0.059 Diagnosis:9ccs10:Immuniz/scrn:0.051 Diagnosis:9ccs91:Other eye dx:-0.046 Diagnosis:9ccs141:Ot dx stomch:0.044 Diagnosis:9ccs208:Acq foot def:0.044 Diagnosis:9ccs250:Nausea/vomit:0.043 Diagnosis:9ccs94:Other ear dx:0.041 Diagnosis:9ccs240:Burns:0.040 * Vital: Wt for Len Percentile-avg16to19 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1269 | OR_unadj: 2.937 [2.233 3.864] | indivs AUC:0.772 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.073 Diagnosis:9ccs234:Crush injury:0.072 Diagnosis:9ccs92:Otitis media:0.068 Diagnosis:9ccs96:Hrt valve dx:-0.057 MatDeliveryAge:-0.056 Diagnosis:9ccs217:Ot cong anom:-0.053 Diagnosis:9ccs125:Bronchitis:0.052 Diagnosis:9ccs238:Complic proc:-0.050 Diagnosis:9ccs219:Low birth wt:-0.050 Diagnosis:9ccs208:Acq foot def:0.049 Vital: Wt Change-avg13to16 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 654 | OR_unadj: 1.355 [0.943 1.946] | indivs AUC:0.524 Correlated most with: Number of Visits:-0.118 Diagnosis:9ccs126:Ot up rsp in:-0.089 Diagnosis:9ccs63:Wht blood dx:0.082 Diagnosis:9ccs155:Other GI dx:-0.082 Diagnosis:9ccs133:Oth low resp:-0.079 Newborn Diagnosis:9ccs221:Resp distres:0.078 Diagnosis:9ccs143:Abdom hernia:0.077 Diagnosis:9ccs125:Bronchitis:-0.073 Diagnosis:9ccs136:Teeth dx:-0.070 Diagnosis:9ccs92:Otitis media:-0.065 Vital: Wt Change-avg7to10 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 515 | OR_unadj: 0.986 [0.640 1.520] | indivs AUC:0.446 Correlated most with: Diagnosis:9ccs47:Ot bnign neo:0.073 Diagnosis:9ccs256:Exam/eval:0.069 Diagnosis:9ccs125:Bronchitis:-0.065 Diagnosis:9ccs259:Unclassified:-0.057 Newborn Diagnosis:9ccs200:Oth skin dx:0.053 Newborn Diagnosis:9ccs215:gu cong anom:0.051 Newborn Diagnosis:9ccs0:No DX:0.051 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.048 Diagnosis:9ccs222:Perint jaund:0.048 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.045 Vital: HC-avg3to5 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1129 | OR_unadj: 1.116 [0.845 1.474] | indivs AUC:0.490 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.133 Diagnosis:9ccs219:Low birth wt:-0.093 Newborn Diagnosis:9ccs94:Other ear dx:0.092 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.072 Newborn Diagnosis:9ccs256:Exam/eval:-0.069 Newborn Diagnosis:9ccs200:Oth skin dx:-0.064 Diagnosis:9ccs125:Bronchitis:0.061 Newborn Diagnosis:9ccs221:Resp distres:-0.053 Diagnosis:9ccs247:Lymph enlarg:0.053 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.052 Vital: HR-avg19to24 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 442 | OR_unadj: 0.945 [0.614 1.454] | indivs AUC:0.567 Correlated most with: Diagnosis:9ccs213:Cardiac anom:-0.072 Diagnosis:9ccs10:Immuniz/scrn:0.060 Diagnosis:10ccs58:Ot nutrit dx:-0.060 Diagnosis:9ccs251:Abdomnl pain:0.055 Diagnosis:9ccs151:Oth liver dx:0.054 Diagnosis:9ccs3:Oth bact inf:0.052 Diagnosis:9ccs96:Hrt valve dx:-0.052 Newborn Diagnosis:9ccs256:Exam/eval:0.051 Diagnosis:9ccs212:Ot bone dx:0.050 Diagnosis:9ccs113:Late eff CVD:0.049 Vital: HR-avg7to10 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 420 | OR_unadj: 0.906 [0.585 1.403] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:0.089 Diagnosis:9ccs217:Ot cong anom:0.086 Diagnosis:9ccs125:Bronchitis:0.082 Diagnosis:9ccs257:Ot aftercare:0.064 Diagnosis:9ccs7:Viral infect:0.063 Diagnosis:9ccs76:Meningitis:-0.063 Diagnosis:9ccs58:Ot nutrit dx:-0.061 Diagnosis:9ccs140:Gastritis:0.061 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.060 Newborn Diagnosis:9ccs222:Perint jaund:0.059 Vital: Ht-avg19to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1340 | OR_unadj: 1.266 [0.970 1.652] | indivs AUC:0.550 Correlated most with: Diagnosis:9ccs128:Asthma:0.088 Number of Visits:0.085 Newborn Diagnosis:9ccs219:Low birth wt:-0.084 Diagnosis:9ccs200:Oth skin dx:0.083 Diagnosis:9ccs64:Ot hematl dx:0.074 Diagnosis:9ccs259:Unclassified:0.068 Lab:323825 STREP SCREEN THROAT - Sunrise:0.067 Diagnosis:9ccs2603:E Codes: Fall:0.065 Newborn Diagnosis:9ccs200:Oth skin dx:-0.058 Diagnosis:9ccs137:Mouth dx:0.055 Vital: Ht-gain0to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1325 | OR_unadj: 1.215 [0.931 1.585] | indivs AUC:0.551 Correlated most with: Diagnosis:9ccs200:Oth skin dx:0.088 Newborn Diagnosis:9ccs219:Low birth wt:-0.087 Diagnosis:9ccs128:Asthma:0.083 Number of Visits:0.082 Diagnosis:9ccs64:Ot hematl dx:0.075 Diagnosis:9ccs259:Unclassified:0.072 Lab:323825 STREP SCREEN THROAT - Sunrise:0.067 Diagnosis:9ccs2603:E Codes: Fall:0.062 Diagnosis:9ccs137:Mouth dx:0.056 Diagnosis:9ccs134:Ot uppr resp:0.055 * Vital: Wt Percentile-avg10to13 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 664 | OR_unadj: 1.806 [1.346 2.423] | indivs AUC:0.618 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.078 Diagnosis:9ccs208:Acq foot def:0.061 Diagnosis:9ccs89:Blindness:0.058 Diagnosis:9ccs48:Thyroid dsor:-0.055 Lab:294203 BILIRUBIN TOTAL - LMC:-0.054 Lab:323825 STREP SCREEN THROAT - Sunrise:0.054 Diagnosis:9ccs242:Poisn ot med:0.052 Diagnosis:9ccs204:Ot joint dx:0.050 Diagnosis:9ccs217:Ot cong anom:-0.050 Diagnosis:9ccs63:Wht blood dx:0.048 * Vital: Wt-avg19to24 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1372 | OR_unadj: 3.824 [2.897 5.047] | indivs AUC:0.770 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.075 Lab:297262 HEMOGLOBIN (HEMOCUE):0.066 Diagnosis:9ccs128:Asthma:0.048 Diagnosis:9ccs124:Tonsillitis:0.047 Newborn Diagnosis:9ccs219:Low birth wt:-0.047 Diagnosis:9ccs143:Abdom hernia:0.045 Diagnosis:9ccs89:Blindness:0.044 Diagnosis:9ccs215:gu cong anom:0.041 Lab:323825 STREP SCREEN THROAT - Sunrise:0.041 Diagnosis:9ccs2603:E Codes: Fall:0.041 * Vital: HC-avg13to16 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 990 | OR_unadj: 1.619 [1.234 2.125] | indivs AUC:0.603 Correlated most with: Diagnosis:9ccs92:Otitis media:0.056 Diagnosis:9ccs90:Eye infectn:0.056 Diagnosis:9ccs253:Allergy:0.053 Diagnosis:9ccs147:Anal/rectal:0.053 Diagnosis:9ccs251:Abdomnl pain:0.051 Diagnosis:9ccs223:Birth trauma:-0.046 Diagnosis:9ccs219:Low birth wt:-0.044 Diagnosis:9ccs151:Oth liver dx:-0.043 Diagnosis:9ccs238:Complic proc:-0.043 Diagnosis:9ccs95:Oth nerv dx:0.042 Vital: HR-avg13to16 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 363 | OR_unadj: 1.048 [0.669 1.642] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs140:Gastritis:0.111 Diagnosis:9ccs240:Burns:0.076 Diagnosis:9ccs168:PID:0.074 Diagnosis:9ccs10:Immuniz/scrn:0.068 Diagnosis:9ccs163:Other GU dx:0.068 Diagnosis:9ccs257:Ot aftercare:0.065 Diagnosis:9ccs159:UTI:0.062 Diagnosis:9ccs234:Crush injury:0.055 Newborn Diagnosis:9ccs221:Resp distres:0.053 Diagnosis:9ccs96:Hrt valve dx:0.053 Vital: Ht Percentile-avg13to16 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 688 | OR_unadj: 1.313 [0.962 1.791] | indivs AUC:0.508 Correlated most with: Diagnosis:10ccs58:Ot nutrit dx:0.089 Lab:323825 STREP SCREEN THROAT - Sunrise:0.084 Newborn Diagnosis:9ccs219:Low birth wt:-0.082 Newborn Diagnosis:9ccs221:Resp distres:-0.071 Diagnosis:9ccs242:Poisn ot med:0.066 Diagnosis:9ccs2603:E Codes: Fall:0.060 Diagnosis:9ccs90:Eye infectn:0.058 Newborn Diagnosis:9ccs200:Oth skin dx:-0.057 Newborn Diagnosis:9ccs224:Ot perint dx:0.053 Diagnosis:9ccs167:Breast dx:-0.050 * Vital: Wt Percentile-avg7to10 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 548 | OR_unadj: 1.684 [1.224 2.316] | indivs AUC:0.570 Correlated most with: Newborn Diagnosis:9ccs200:Oth skin dx:-0.080 Newborn Diagnosis:9ccs219:Low birth wt:-0.074 Diagnosis:9ccs208:Acq foot def:0.074 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.060 Diagnosis:9ccs90:Eye infectn:0.057 Diagnosis:9ccs89:Blindness:0.054 Lab:323825 STREP SCREEN THROAT - Sunrise:0.051 Diagnosis:9ccs259:Unclassified:-0.050 Diagnosis:9ccs117:Ot circul dx:-0.047 Diagnosis:9ccs242:Poisn ot med:0.046 Vital: HR-avg10to13 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 403 | OR_unadj: 1.043 [0.671 1.621] | indivs AUC:0.460 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:0.088 Diagnosis:9ccs212:Ot bone dx:0.069 Diagnosis:9ccs7:Viral infect:0.061 Diagnosis:9ccs117:Ot circul dx:0.055 Diagnosis:9ccs251:Abdomnl pain:0.055 Diagnosis:9ccs167:Breast dx:0.053 Diagnosis:9ccs140:Gastritis:0.047 Newborn Diagnosis:9ccs217:Ot cong anom:0.047 Newborn Diagnosis:9ccs96:Hrt valve dx:0.045 Lab:292495 LEAD LEVEL - Sunrise:0.044 * Vital: Wt for Len Percentile-gain3to7 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 947 | OR_unadj: 1.643 [1.240 2.177] | indivs AUC:0.541 Correlated most with: Diagnosis:9ccs155:Other GI dx:-0.100 Diagnosis:9ccs59:Anemia:0.062 Diagnosis:9ccs211:Ot conn tiss:0.058 Diagnosis:9ccs137:Mouth dx:0.058 Diagnosis:9ccs128:Asthma:0.054 Diagnosis:9ccs153:GI hemorrhag:-0.053 Diagnosis:9ccs140:Gastritis:-0.049 Newborn Diagnosis:9ccs213:Cardiac anom:-0.047 Diagnosis:9ccs217:Ot cong anom:-0.047 Diagnosis:9ccs212:Ot bone dx:-0.047 * Vital: Wt-gain0to24 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1357 | OR_unadj: 3.724 [2.823 4.912] | indivs AUC:0.775 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.076 Lab:297262 HEMOGLOBIN (HEMOCUE):0.067 Diagnosis:9ccs124:Tonsillitis:0.047 Diagnosis:9ccs89:Blindness:0.045 Diagnosis:9ccs215:gu cong anom:0.043 Diagnosis:9ccs200:Oth skin dx:0.042 Lab:323825 STREP SCREEN THROAT - Sunrise:0.041 Diagnosis:9ccs2603:E Codes: Fall:0.041 Newborn Diagnosis:9ccs219:Low birth wt:-0.040 Diagnosis:9ccs238:Complic proc:-0.040 * Vital: Wt for Len Percentile-avg7to10 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1304 | OR_unadj: 2.608 [1.991 3.417] | indivs AUC:0.622 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.070 Diagnosis:9ccs200:Oth skin dx:-0.058 Diagnosis:9ccs217:Ot cong anom:-0.056 Diagnosis:9ccs222:Perint jaund:-0.052 Lab:297262 HEMOGLOBIN (HEMOCUE):0.050 Lab:292495 LEAD LEVEL - Sunrise:0.049 Diagnosis:9ccs256:Exam/eval:-0.047 Diagnosis:9ccs198:Ot infl skin:-0.047 Diagnosis:9ccs48:Thyroid dsor:-0.046 Diagnosis:9ccs92:Otitis media:0.044 Vital: Ht Percentile-avg7to10 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 564 | OR_unadj: 1.079 [0.760 1.532] | indivs AUC:0.530 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.104 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.086 Newborn Diagnosis:9ccs221:Resp distres:-0.066 Diagnosis:9ccs167:Breast dx:-0.064 Newborn Diagnosis:9ccs200:Oth skin dx:-0.062 Diagnosis:9ccs168:PID:0.059 Diagnosis:9ccs208:Acq foot def:0.057 Diagnosis:9ccs89:Blindness:0.053 Lab:323825 STREP SCREEN THROAT - Sunrise:0.051 Diagnosis:9ccs74:Ot mentl cnd:-0.049 Vital: Ht Percentile-gain1to5 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 465 | OR_unadj: 0.736 [0.477 1.135] | indivs AUC:0.478 Correlated most with: Diagnosis:9ccs242:Poisn ot med:0.066 Diagnosis:9ccs140:Gastritis:-0.061 Diagnosis:9ccs48:Thyroid dsor:-0.060 Diagnosis:9ccs96:Hrt valve dx:-0.058 Newborn Diagnosis:9ccs222:Perint jaund:0.056 Diagnosis:9ccs213:Cardiac anom:-0.051 Diagnosis:9ccs47:Ot bnign neo:-0.048 Diagnosis:9ccs151:Oth liver dx:-0.042 Diagnosis:9ccs163:Other GU dx:0.042 Diagnosis:9ccs224:Ot perint dx:-0.041 Vital: Ht Percentile-avg16to19 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 749 | OR_unadj: 1.248 [0.920 1.693] | indivs AUC:0.505 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:0.081 Newborn Diagnosis:9ccs219:Low birth wt:-0.078 Diagnosis:9ccs128:Asthma:0.071 Diagnosis:9ccs89:Blindness:0.064 Diagnosis:9ccs51:Ot endo dsor:0.060 Newborn Diagnosis:9ccs215:gu cong anom:0.060 Lab:297262 HEMOGLOBIN (HEMOCUE):0.058 Diagnosis:9ccs147:Anal/rectal:0.058 Newborn Diagnosis:9ccs221:Resp distres:-0.053 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.052 Vital: Ht Percentile-gain0to3 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 390 | OR_unadj: 0.716 [0.445 1.152] | indivs AUC:0.420 Correlated most with: Diagnosis:9ccs95:Oth nerv dx:-0.060 Diagnosis:9ccs122:Pneumonia:0.055 Diagnosis:9ccs200:Oth skin dx:0.051 Diagnosis:9ccs161:Ot dx kidney:0.050 Diagnosis:9ccs89:Blindness:0.048 Diagnosis:9ccs113:Late eff CVD:0.047 Diagnosis:9ccs47:Ot bnign neo:0.043 Diagnosis:9ccs48:Thyroid dsor:0.042 Lab:323825 STREP SCREEN THROAT - Sunrise:0.041 Diagnosis:9ccs175:Ot femal gen:0.040 * Vital: Wt Percentile-avg16to19 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 747 | OR_unadj: 1.781 [1.341 2.364] | indivs AUC:0.649 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.085 Diagnosis:9ccs208:Acq foot def:0.072 Diagnosis:9ccs205:Back problem:-0.071 Newborn Diagnosis:9ccs219:Low birth wt:-0.064 Diagnosis:9ccs89:Blindness:0.058 Diagnosis:9ccs217:Ot cong anom:-0.058 Diagnosis:9ccs215:gu cong anom:0.058 Diagnosis:9ccs128:Asthma:0.057 Newborn Diagnosis:9ccs200:Oth skin dx:-0.057 Diagnosis:9ccs76:Meningitis:0.056 Vital: Wt Change-avg5to7 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 420 | OR_unadj: 0.968 [0.619 1.514] | indivs AUC:0.474 Correlated most with: Diagnosis:9ccs124:Tonsillitis:-0.068 Diagnosis:9ccs47:Ot bnign neo:0.065 Diagnosis:9ccs208:Acq foot def:0.059 Lab:295669 BILIRUBIN DIRECT - LMC:0.054 Diagnosis:9ccs243:Poisn nonmed:-0.053 Diagnosis:9ccs136:Teeth dx:-0.052 Diagnosis:9ccs151:Oth liver dx:0.051 Diagnosis:9ccs258:Other screen:0.046 Diagnosis:9ccs92:Otitis media:-0.045 Diagnosis:9ccs197:Skin infectn:-0.044 Vital: Ht Percentile-gain3to7 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 513 | OR_unadj: 0.862 [0.579 1.284] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs92:Otitis media:0.085 Diagnosis:9ccs136:Teeth dx:0.069 Diagnosis:9ccs74:Ot mentl cnd:0.066 Diagnosis:9ccs113:Late eff CVD:0.062 Diagnosis:9ccs161:Ot dx kidney:0.061 Diagnosis:9ccs59:Anemia:0.060 Diagnosis:9ccs125:Bronchitis:0.058 Diagnosis:9ccs213:Cardiac anom:0.056 Diagnosis:9ccs124:Tonsillitis:0.051 Diagnosis:9ccs126:Ot up rsp in:0.048 Vital: Wt Percentile-gain3to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 491 | OR_unadj: 0.943 [0.621 1.433] | indivs AUC:0.527 Correlated most with: Diagnosis:9ccs92:Otitis media:0.077 Diagnosis:9ccs257:Ot aftercare:0.061 Diagnosis:9ccs89:Blindness:-0.060 Diagnosis:9ccs147:Anal/rectal:-0.056 Diagnosis:9ccs125:Bronchitis:0.056 Diagnosis:9ccs161:Ot dx kidney:0.056 Diagnosis:9ccs124:Tonsillitis:0.055 Diagnosis:9ccs258:Other screen:-0.054 Lab:294203 BILIRUBIN TOTAL - LMC:-0.050 Diagnosis:9ccs122:Pneumonia:0.049 * Vital: Wt Percentile-avg19to24 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 921 | OR_unadj: 2.119 [1.615 2.779] | indivs AUC:0.706 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.101 Newborn Diagnosis:9ccs219:Low birth wt:-0.066 Diagnosis:9ccs89:Blindness:0.061 Diagnosis:9ccs253:Allergy:0.058 Diagnosis:9ccs215:gu cong anom:0.055 Diagnosis:9ccs76:Meningitis:0.054 Diagnosis:9ccs219:Low birth wt:-0.053 Lab:297262 HEMOGLOBIN (HEMOCUE):0.053 Diagnosis:9ccs239:Superfic inj:0.053 Newborn Diagnosis:9ccs223:Birth trauma:0.052 * Vital: Ht Percentile-gain0to24 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 899 | OR_unadj: 1.356 [1.016 1.808] | indivs AUC:0.595 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.083 Diagnosis:9ccs89:Blindness:0.078 Diagnosis:9ccs128:Asthma:0.077 Lab:294203 BILIRUBIN TOTAL - LMC:-0.064 Lab:323825 STREP SCREEN THROAT - Sunrise:0.062 Diagnosis:9ccs64:Ot hematl dx:0.061 Newborn Diagnosis:9ccs215:gu cong anom:0.055 Diagnosis:9ccs137:Mouth dx:0.055 Diagnosis:9ccs76:Meningitis:0.054 Diagnosis:9ccs2:Septicemia:0.052 Vital: Wt Percentile-gain1to5 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 439 | OR_unadj: 1.179 [0.767 1.814] | indivs AUC:0.482 Correlated most with: Newborn Diagnosis:9ccs222:Perint jaund:0.067 Diagnosis:9ccs91:Other eye dx:0.063 Diagnosis:9ccs213:Cardiac anom:-0.062 Diagnosis:9ccs124:Tonsillitis:-0.061 Diagnosis:9ccs256:Exam/eval:0.056 Diagnosis:9ccs89:Blindness:0.049 Diagnosis:9ccs96:Hrt valve dx:-0.049 Diagnosis:9ccs242:Poisn ot med:0.045 Diagnosis:9ccs4:Mycoses:0.044 Diagnosis:9ccs122:Pneumonia:-0.042 Vital: Wt Percentile-gain0to3 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 372 | OR_unadj: 0.999 [0.638 1.563] | indivs AUC:0.490 Correlated most with: Diagnosis:9ccs127:COPD:0.074 Diagnosis:9ccs253:Allergy:0.068 Diagnosis:9ccs122:Pneumonia:0.066 Diagnosis:10ccs58:Ot nutrit dx:0.066 Diagnosis:9ccs58:Ot nutrit dx:-0.061 Diagnosis:9ccs2603:E Codes: Fall:0.058 Diagnosis:9ccs211:Ot conn tiss:0.056 Diagnosis:9ccs128:Asthma:0.051 Newborn Diagnosis:9ccs224:Ot perint dx:-0.049 Diagnosis:9ccs92:Otitis media:0.048 Vital: Ht Percentile-avg1to3 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 375 | OR_unadj: 0.643 [0.396 1.043] | indivs AUC:0.469 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.107 Newborn Diagnosis:9ccs200:Oth skin dx:-0.076 Diagnosis:9ccs208:Acq foot def:0.072 Diagnosis:9ccs168:PID:0.066 Diagnosis:9ccs8:Oth infectns:0.066 Diagnosis:9ccs224:Ot perint dx:0.063 Diagnosis:9ccs211:Ot conn tiss:0.061 Diagnosis:9ccs200:Oth skin dx:0.058 Diagnosis:9ccs51:Ot endo dsor:0.055 Diagnosis:9ccs219:Low birth wt:-0.052 Vital: HR-avg1to3 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 273 | OR_unadj: 0.877 [0.537 1.434] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs117:Ot circul dx:0.089 Diagnosis:9ccs259:Unclassified:0.080 Diagnosis:9ccs214:GI cong anom:-0.079 Diagnosis:9ccs167:Breast dx:0.072 Newborn Diagnosis:9ccs256:Exam/eval:0.072 Diagnosis:9ccs244:Other injury:0.063 Diagnosis:9ccs122:Pneumonia:-0.062 Newborn Diagnosis:9ccs219:Low birth wt:0.060 Diagnosis:9ccs10:Immuniz/scrn:0.057 Diagnosis:9ccs198:Ot infl skin:0.057 Vital: HR-avg16to19 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 364 | OR_unadj: 0.933 [0.582 1.496] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs240:Burns:0.086 Diagnosis:9ccs217:Ot cong anom:0.077 Diagnosis:9ccs161:Ot dx kidney:0.073 Diagnosis:9ccs63:Wht blood dx:0.071 Diagnosis:9ccs90:Eye infectn:0.071 Diagnosis:9ccs219:Low birth wt:0.070 Diagnosis:9ccs159:UTI:0.063 Diagnosis:9ccs91:Other eye dx:0.061 Diagnosis:9ccs251:Abdomnl pain:0.056 Diagnosis:9ccs10:Immuniz/scrn:0.054 * Vital: Wt for Len Percentile-avg10to13 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1379 | OR_unadj: 2.986 [2.269 3.930] | indivs AUC:0.700 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.079 Diagnosis:9ccs48:Thyroid dsor:-0.075 Diagnosis:9ccs10:Immuniz/scrn:-0.071 Diagnosis:9ccs219:Low birth wt:-0.062 Lab:297262 HEMOGLOBIN (HEMOCUE):0.054 Diagnosis:9ccs259:Unclassified:-0.053 Diagnosis:9ccs138:Esophgeal dx:-0.049 Diagnosis:9ccs58:Ot nutrit dx:-0.049 Diagnosis:9ccs133:Oth low resp:-0.048 Diagnosis:9ccs198:Ot infl skin:-0.048 * Vital: Wt Percentile-avg13to16 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 679 | OR_unadj: 1.935 [1.451 2.581] | indivs AUC:0.643 Correlated most with: Diagnosis:9ccs242:Poisn ot med:0.067 Diagnosis:9ccs89:Blindness:0.063 Diagnosis:9ccs204:Ot joint dx:0.059 Diagnosis:9ccs117:Ot circul dx:-0.054 Lab:323825 STREP SCREEN THROAT - Sunrise:0.053 Diagnosis:9ccs141:Ot dx stomch:-0.051 Newborn Diagnosis:9ccs200:Oth skin dx:-0.049 Newborn Diagnosis:9ccs219:Low birth wt:-0.049 Diagnosis:9ccs138:Esophgeal dx:0.048 Diagnosis:9ccs48:Thyroid dsor:-0.046 * Diagnosis:9ccs10:Immuniz/scrn | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1406 | OR_unadj: 0.719 [0.517 0.999] | indivs AUC:0.515 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:1.000 Diagnosis:9ccs255:Social admin:0.458 Diagnosis:9ccs126:Ot up rsp in:0.312 Number of Visits:0.277 Diagnosis:9ccs7:Viral infect:0.207 Diagnosis:9ccs257:Ot aftercare:0.194 Diagnosis:9ccs92:Otitis media:0.191 Diagnosis:9ccs253:Allergy:0.179 Diagnosis:9ccs135:Intest infct:0.147 Diagnosis:9ccs90:Eye infectn:0.143 Vital: Wt Change-avg1to3 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 329 | OR_unadj: 1.015 [0.648 1.588] | indivs AUC:0.511 Correlated most with: Lab:295669 BILIRUBIN DIRECT - LMC:0.088 Diagnosis:9ccs147:Anal/rectal:0.073 Diagnosis:9ccs117:Ot circul dx:-0.067 Newborn Diagnosis:9ccs223:Birth trauma:-0.065 Diagnosis:9ccs124:Tonsillitis:0.061 Diagnosis:9ccs211:Ot conn tiss:0.048 Diagnosis:9ccs4:Mycoses:-0.046 Diagnosis:9ccs198:Ot infl skin:-0.044 Diagnosis:9ccs168:PID:0.042 Diagnosis:9ccs61:Sickle cell:-0.040 * Vital: Wt for Len Percentile-avg13to16 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1286 | OR_unadj: 3.426 [2.597 4.520] | indivs AUC:0.718 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.082 Diagnosis:9ccs48:Thyroid dsor:-0.071 Diagnosis:9ccs58:Ot nutrit dx:-0.058 Diagnosis:9ccs10:Immuniz/scrn:-0.055 Diagnosis:9ccs143:Abdom hernia:0.054 Diagnosis:9ccs92:Otitis media:0.054 Diagnosis:9ccs124:Tonsillitis:0.053 Diagnosis:9ccs89:Blindness:0.051 Diagnosis:9ccs213:Cardiac anom:-0.049 Diagnosis:9ccs240:Burns:-0.049 Vital: Wt Change-avg3to5 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 376 | OR_unadj: 1.188 [0.778 1.816] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs140:Gastritis:-0.075 Diagnosis:9ccs242:Poisn ot med:-0.066 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.065 Diagnosis:9ccs143:Abdom hernia:0.060 Diagnosis:9ccs198:Ot infl skin:-0.058 Diagnosis:9ccs250:Nausea/vomit:-0.056 Diagnosis:9ccs209:Ot acq defor:0.055 Diagnosis:9ccs59:Anemia:-0.053 Diagnosis:9ccs138:Esophgeal dx:-0.053 Number of Visits:-0.051 Vital: Ht Percentile-avg3to5 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 415 | OR_unadj: 0.745 [0.479 1.157] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.097 Diagnosis:9ccs61:Sickle cell:-0.068 Newborn Diagnosis:9ccs253:Allergy:-0.067 Diagnosis:9ccs175:Ot femal gen:0.066 Diagnosis:9ccs168:PID:0.065 Diagnosis:9ccs96:Hrt valve dx:-0.065 Newborn Diagnosis:9ccs200:Oth skin dx:-0.064 Diagnosis:9ccs242:Poisn ot med:0.052 Diagnosis:9ccs258:Other screen:0.049 Diagnosis:9ccs74:Ot mentl cnd:-0.048 * Vital: HC-avg19to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 917 | OR_unadj: 1.767 [1.333 2.341] | indivs AUC:0.534 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.119 Diagnosis:9ccs83:Epilepsy/cnv:-0.101 Diagnosis:9ccs90:Eye infectn:0.070 Diagnosis:9ccs94:Other ear dx:-0.063 Diagnosis:9ccs247:Lymph enlarg:0.062 Diagnosis:9ccs208:Acq foot def:-0.052 Diagnosis:9ccs253:Allergy:0.051 Diagnosis:9ccs238:Complic proc:-0.051 Diagnosis:9ccs89:Blindness:0.051 Diagnosis:9ccs205:Back problem:0.048 Vital: HR-avg5to7 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 274 | OR_unadj: 0.881 [0.526 1.476] | indivs AUC:0.533 Correlated most with: Newborn Diagnosis:9ccs94:Other ear dx:-0.077 Newborn Diagnosis:9ccs221:Resp distres:0.075 Diagnosis:9ccs125:Bronchitis:0.073 Diagnosis:9ccs244:Other injury:0.068 Diagnosis:9ccs135:Intest infct:0.068 Diagnosis:9ccs10:Immuniz/scrn:0.065 Number of Visits:0.065 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.063 Diagnosis:9ccs128:Asthma:0.062 Diagnosis:9ccs90:Eye infectn:0.059 * Vital: Wt Percentile-avg5to7 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 447 | OR_unadj: 1.467 [1.036 2.078] | indivs AUC:0.563 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.091 Diagnosis:9ccs208:Acq foot def:0.086 Diagnosis:9ccs217:Ot cong anom:-0.077 Newborn Diagnosis:9ccs200:Oth skin dx:-0.075 Diagnosis:9ccs117:Ot circul dx:-0.069 Diagnosis:9ccs242:Poisn ot med:0.067 Diagnosis:9ccs92:Otitis media:0.065 Newborn Diagnosis:9ccs221:Resp distres:-0.064 Diagnosis:9ccs48:Thyroid dsor:-0.060 Diagnosis:9ccs168:PID:0.058 * Vital: Wt Percentile-avg3to5 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 408 | OR_unadj: 1.512 [1.054 2.171] | indivs AUC:0.532 Correlated most with: Diagnosis:9ccs117:Ot circul dx:-0.095 Newborn Diagnosis:9ccs200:Oth skin dx:-0.094 Newborn Diagnosis:9ccs219:Low birth wt:-0.089 Diagnosis:9ccs242:Poisn ot med:0.079 Diagnosis:9ccs217:Ot cong anom:-0.074 Diagnosis:9ccs61:Sickle cell:-0.069 Diagnosis:9ccs208:Acq foot def:0.067 Diagnosis:9ccs256:Exam/eval:0.057 Diagnosis:9ccs90:Eye infectn:0.055 Diagnosis:9ccs96:Hrt valve dx:-0.052 * Vital: Wt for Len Percentile-avg19to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1351 | OR_unadj: 3.535 [2.668 4.684] | indivs AUC:0.770 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.098 Diagnosis:9ccs259:Unclassified:-0.086 Diagnosis:9ccs143:Abdom hernia:0.058 Diagnosis:9ccs167:Breast dx:-0.055 Diagnosis:9ccs74:Ot mentl cnd:0.048 Diagnosis:9ccs61:Sickle cell:-0.048 Diagnosis:9ccs198:Ot infl skin:-0.046 Diagnosis:9ccs96:Hrt valve dx:-0.045 Diagnosis:9ccs125:Bronchitis:0.044 Diagnosis:9ccs10:Immuniz/scrn:-0.043 Vital: HR-avg3to5 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 237 | OR_unadj: 0.904 [0.524 1.561] | indivs AUC:0.523 Correlated most with: Newborn Diagnosis:9ccs256:Exam/eval:0.091 Diagnosis:9ccs167:Breast dx:0.081 MatDeliveryAge:0.068 Newborn Diagnosis:9ccs221:Resp distres:0.067 Diagnosis:9ccs161:Ot dx kidney:0.066 Newborn Diagnosis:9ccs223:Birth trauma:-0.064 Diagnosis:9ccs74:Ot mentl cnd:-0.061 Diagnosis:9ccs7:Viral infect:0.054 Newborn Diagnosis:9ccs215:gu cong anom:0.054 Newborn Diagnosis:9ccs219:Low birth wt:0.051 * Vital: Wt for Len Percentile-gain0to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1335 | OR_unadj: 3.367 [2.548 4.450] | indivs AUC:0.775 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.098 Diagnosis:9ccs259:Unclassified:-0.084 Diagnosis:9ccs167:Breast dx:-0.057 Diagnosis:9ccs143:Abdom hernia:0.052 Diagnosis:9ccs198:Ot infl skin:-0.048 Diagnosis:9ccs61:Sickle cell:-0.048 Diagnosis:9ccs74:Ot mentl cnd:0.047 Diagnosis:9ccs10:Immuniz/scrn:-0.045 Diagnosis:9ccs0:No DX:-0.045 Diagnosis:9ccs96:Hrt valve dx:-0.044 * Vital: Wt Percentile-gain0to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 906 | OR_unadj: 1.985 [1.512 2.606] | indivs AUC:0.707 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.101 Newborn Diagnosis:9ccs219:Low birth wt:-0.065 Diagnosis:9ccs89:Blindness:0.062 Diagnosis:9ccs253:Allergy:0.057 Diagnosis:9ccs215:gu cong anom:0.056 Diagnosis:9ccs76:Meningitis:0.055 Diagnosis:9ccs239:Superfic inj:0.054 Lab:297262 HEMOGLOBIN (HEMOCUE):0.053 Newborn Diagnosis:9ccs223:Birth trauma:0.053 Diagnosis:10ccs58:Ot nutrit dx:0.048 Vital: Ht Percentile-avg5to7 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 465 | OR_unadj: 1.007 [0.684 1.483] | indivs AUC:0.524 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.108 Newborn Diagnosis:9ccs200:Oth skin dx:-0.081 Newborn Diagnosis:9ccs221:Resp distres:-0.069 Diagnosis:9ccs63:Wht blood dx:0.065 Diagnosis:9ccs222:Perint jaund:0.062 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.060 Diagnosis:9ccs140:Gastritis:-0.058 Diagnosis:9ccs208:Acq foot def:0.058 Diagnosis:9ccs125:Bronchitis:0.056 Number of Visits:0.055 * Vital: HC-gain0to24 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 903 | OR_unadj: 1.731 [1.303 2.298] | indivs AUC:0.539 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.120 Diagnosis:9ccs83:Epilepsy/cnv:-0.102 Diagnosis:9ccs90:Eye infectn:0.069 Diagnosis:9ccs94:Other ear dx:-0.066 Diagnosis:9ccs247:Lymph enlarg:0.058 Diagnosis:9ccs208:Acq foot def:-0.052 Diagnosis:9ccs89:Blindness:0.051 Diagnosis:9ccs238:Complic proc:-0.051 Diagnosis:9ccs253:Allergy:0.050 Diagnosis:9ccs205:Back problem:0.049 Vital: Wt Percentile-avg0to1 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 305 | OR_unadj: 0.948 [0.596 1.507] | indivs AUC:0.535 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.097 Newborn Diagnosis:9ccs200:Oth skin dx:-0.078 Newborn Diagnosis:9ccs224:Ot perint dx:0.072 Diagnosis:9ccs163:Other GU dx:0.055 Diagnosis:9ccs51:Ot endo dsor:-0.054 Newborn Diagnosis:9ccs256:Exam/eval:-0.053 Diagnosis:9ccs244:Other injury:-0.051 Diagnosis:9ccs209:Ot acq defor:-0.051 Diagnosis:9ccs208:Acq foot def:0.051 Diagnosis:9ccs64:Ot hematl dx:0.051 Vital: RR-avg7to10 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 231 | OR_unadj: 0.785 [0.423 1.459] | indivs AUC:0.514 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:0.128 Diagnosis:9ccs125:Bronchitis:0.117 Diagnosis:9ccs257:Ot aftercare:0.095 Diagnosis:9ccs90:Eye infectn:0.083 Diagnosis:9ccs7:Viral infect:0.081 Diagnosis:9ccs247:Lymph enlarg:0.073 Diagnosis:9ccs133:Oth low resp:0.062 Diagnosis:9ccs134:Ot uppr resp:0.061 Lab:323825 STREP SCREEN THROAT - Sunrise:0.061 MatDeliveryAge:0.058 Vital: Wt Percentile-avg1to3 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 358 | OR_unadj: 1.211 [0.811 1.809] | indivs AUC:0.584 Correlated most with: Diagnosis:9ccs117:Ot circul dx:-0.117 Newborn Diagnosis:9ccs219:Low birth wt:-0.111 Newborn Diagnosis:9ccs200:Oth skin dx:-0.087 Diagnosis:9ccs217:Ot cong anom:-0.068 Diagnosis:9ccs208:Acq foot def:0.063 Diagnosis:9ccs2603:E Codes: Fall:0.061 Diagnosis:9ccs211:Ot conn tiss:0.051 Diagnosis:9ccs209:Ot acq defor:-0.049 Lab:323825 STREP SCREEN THROAT - Sunrise:0.049 Diagnosis:9ccs122:Pneumonia:0.048 * Vital: Wt for Len Percentile-avg5to7 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 966 | OR_unadj: 1.961 [1.497 2.571] | indivs AUC:0.562 Correlated most with: Diagnosis:9ccs222:Perint jaund:-0.059 Diagnosis:9ccs217:Ot cong anom:-0.055 Diagnosis:9ccs213:Cardiac anom:-0.052 Diagnosis:9ccs125:Bronchitis:0.050 Diagnosis:9ccs211:Ot conn tiss:0.050 Diagnosis:9ccs133:Oth low resp:-0.046 Diagnosis:9ccs96:Hrt valve dx:-0.045 Diagnosis:9ccs59:Anemia:0.045 Diagnosis:9ccs215:gu cong anom:0.045 Diagnosis:9ccs92:Otitis media:0.042 * Vital: BMI Percentile-avg19to24 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 288 | OR_unadj: 1.640 [1.099 2.447] | indivs AUC:0.528 Correlated most with: Diagnosis:9ccs259:Unclassified:-0.113 Diagnosis:9ccs215:gu cong anom:0.066 Diagnosis:9ccs240:Burns:-0.063 Diagnosis:9ccs253:Allergy:0.063 Diagnosis:9ccs58:Ot nutrit dx:0.061 Diagnosis:9ccs136:Teeth dx:0.060 Diagnosis:9ccs137:Mouth dx:-0.059 Diagnosis:9ccs250:Nausea/vomit:-0.056 Diagnosis:9ccs48:Thyroid dsor:-0.056 Diagnosis:9ccs223:Birth trauma:-0.055 Vital: Ht Percentile-avg0to1 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 307 | OR_unadj: 0.763 [0.457 1.274] | indivs AUC:0.527 Correlated most with: Diagnosis:9ccs211:Ot conn tiss:0.085 Newborn Diagnosis:9ccs200:Oth skin dx:-0.084 Newborn Diagnosis:9ccs219:Low birth wt:-0.074 Lab:294203 BILIRUBIN TOTAL - LMC:-0.074 Diagnosis:9ccs140:Gastritis:0.066 Diagnosis:9ccs168:PID:0.060 Diagnosis:9ccs208:Acq foot def:0.060 Diagnosis:9ccs224:Ot perint dx:0.059 Diagnosis:9ccs8:Oth infectns:0.055 Diagnosis:9ccs94:Other ear dx:0.052 Vital: RR-avg10to13 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 215 | OR_unadj: 1.323 [0.778 2.248] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs128:Asthma:0.108 Diagnosis:9ccs48:Thyroid dsor:0.088 Diagnosis:9ccs10:Immuniz/scrn:0.083 Diagnosis:9ccs234:Crush injury:0.073 Diagnosis:9ccs7:Viral infect:0.071 Lab:323825 STREP SCREEN THROAT - Sunrise:0.047 Number of Visits:0.045 Diagnosis:9ccs223:Birth trauma:0.044 Diagnosis:9ccs257:Ot aftercare:0.042 Diagnosis:9ccs147:Anal/rectal:0.041 Vital: HR-avg0to1 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 209 | OR_unadj: 0.618 [0.317 1.205] | indivs AUC:0.448 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:-0.137 Newborn Diagnosis:9ccs253:Allergy:0.094 Diagnosis:9ccs224:Ot perint dx:0.052 Lab:295669 BILIRUBIN DIRECT - LMC:-0.051 Diagnosis:9ccs175:Ot femal gen:-0.050 Diagnosis:9ccs151:Oth liver dx:-0.050 Diagnosis:9ccs91:Other eye dx:0.049 Diagnosis:9ccs96:Hrt valve dx:0.049 Diagnosis:9ccs76:Meningitis:-0.047 Diagnosis:9ccs10:Immuniz/scrn:0.045 Vital: RR-avg16to19 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 154 | OR_unadj: 1.347 [0.768 2.362] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs240:Burns:0.091 Diagnosis:9ccs125:Bronchitis:0.057 Diagnosis:9ccs95:Oth nerv dx:-0.053 Diagnosis:9ccs239:Superfic inj:0.051 Diagnosis:9ccs2:Septicemia:0.051 Diagnosis:9ccs133:Oth low resp:0.050 Diagnosis:9ccs123:Influenza:0.049 Diagnosis:9ccs197:Skin infectn:0.041 Newborn Diagnosis:9ccs224:Ot perint dx:-0.040 Diagnosis:9ccs214:GI cong anom:-0.040 Vital: RR-avg19to24 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 166 | OR_unadj: 0.936 [0.487 1.798] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs123:Influenza:0.137 Diagnosis:9ccs59:Anemia:0.100 Diagnosis:9ccs89:Blindness:0.069 Diagnosis:9ccs168:PID:0.053 Diagnosis:9ccs151:Oth liver dx:0.052 Lab:294203 BILIRUBIN TOTAL - LMC:-0.050 Diagnosis:9ccs222:Perint jaund:0.047 Diagnosis:9ccs141:Ot dx stomch:-0.045 Diagnosis:9ccs200:Oth skin dx:-0.043 Diagnosis:9ccs133:Oth low resp:0.041 Vital: RR-avg1to3 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 162 | OR_unadj: 1.250 [0.715 2.185] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs250:Nausea/vomit:-0.097 Newborn Diagnosis:9ccs219:Low birth wt:0.092 Diagnosis:9ccs74:Ot mentl cnd:0.089 Diagnosis:9ccs153:GI hemorrhag:0.084 Newborn Diagnosis:9ccs259:Unclassified:0.072 Diagnosis:9ccs143:Abdom hernia:-0.070 Diagnosis:9ccs8:Oth infectns:-0.069 Diagnosis:9ccs7:Viral infect:0.067 Diagnosis:9ccs219:Low birth wt:0.066 Lab:323825 STREP SCREEN THROAT - Sunrise:0.062 * Vital: RR-avg5to7 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 164 | OR_unadj: 0.339 [0.136 0.845] | indivs AUC:0.492 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.128 Number of Visits:0.095 Diagnosis:9ccs10:Immuniz/scrn:0.092 Diagnosis:9ccs135:Intest infct:0.068 Diagnosis:9ccs0:No DX:0.065 Diagnosis:9ccs128:Asthma:0.062 Diagnosis:9ccs91:Other eye dx:0.061 Diagnosis:9ccs209:Ot acq defor:-0.060 Diagnosis:9ccs124:Tonsillitis:0.054 Diagnosis:9ccs257:Ot aftercare:0.053 * Vital: Wt for Len Percentile-latest | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1535 | OR_unadj: 4.512 [3.322 6.127] | indivs AUC:0.778 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.082 Diagnosis:9ccs259:Unclassified:-0.073 Diagnosis:9ccs74:Ot mentl cnd:0.061 Diagnosis:9ccs143:Abdom hernia:0.056 Diagnosis:9ccs167:Breast dx:-0.054 Diagnosis:9ccs208:Acq foot def:0.051 Diagnosis:9ccs61:Sickle cell:-0.050 Diagnosis:9ccs126:Ot up rsp in:0.047 Lab:297262 HEMOGLOBIN (HEMOCUE):0.043 Diagnosis:9ccs125:Bronchitis:0.042 Vital: Wt Change-avg0to1 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 223 | OR_unadj: 0.616 [0.325 1.165] | indivs AUC:0.504 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:0.107 Diagnosis:9ccs151:Oth liver dx:-0.084 Diagnosis:9ccs214:GI cong anom:0.070 Diagnosis:9ccs222:Perint jaund:-0.068 Diagnosis:9ccs168:PID:-0.061 Newborn Diagnosis:9ccs96:Hrt valve dx:0.059 Diagnosis:9ccs76:Meningitis:0.054 Diagnosis:9ccs154:Gastroent:-0.052 Diagnosis:9ccs134:Ot uppr resp:-0.050 Diagnosis:9ccs224:Ot perint dx:-0.049 Vital: RR-avg13to16 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 163 | OR_unadj: 0.770 [0.363 1.632] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.100 Diagnosis:9ccs141:Ot dx stomch:-0.093 Diagnosis:9ccs257:Ot aftercare:0.068 Diagnosis:9ccs113:Late eff CVD:-0.060 Diagnosis:9ccs128:Asthma:0.058 Diagnosis:9ccs247:Lymph enlarg:0.057 Diagnosis:9ccs95:Oth nerv dx:-0.056 Diagnosis:9ccs91:Other eye dx:0.051 Newborn Diagnosis:9ccs224:Ot perint dx:-0.046 Diagnosis:9ccs135:Intest infct:0.043 Vital: RR-avg3to5 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 144 | OR_unadj: 0.813 [0.383 1.729] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs128:Asthma:0.103 Diagnosis:9ccs219:Low birth wt:0.083 Diagnosis:9ccs0:No DX:0.066 Diagnosis:9ccs125:Bronchitis:0.061 Diagnosis:9ccs90:Eye infectn:0.059 Diagnosis:9ccs223:Birth trauma:0.056 Diagnosis:9ccs127:COPD:0.054 Diagnosis:9ccs153:GI hemorrhag:0.054 Diagnosis:9ccs10:Immuniz/scrn:0.051 Number of Visits:0.050 Vital: RR-avg0to1 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 140 | OR_unadj: 0.974 [0.474 2.002] | indivs AUC:0.496 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:-0.086 Diagnosis:9ccs224:Ot perint dx:0.079 Diagnosis:9ccs175:Ot femal gen:-0.064 Diagnosis:9ccs143:Abdom hernia:-0.049 Diagnosis:9ccs126:Ot up rsp in:-0.044 Diagnosis:9ccs10:Immuniz/scrn:0.041 Diagnosis:9ccs74:Ot mentl cnd:-0.040 Diagnosis:9ccs219:Low birth wt:0.038 Newborn Diagnosis:9ccs222:Perint jaund:-0.037 Diagnosis:9ccs215:gu cong anom:-0.036 Vital: BMI Percentile-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 258 | OR_unadj: 1.431 [0.924 2.214] | indivs AUC:0.525 Correlated most with: Diagnosis:9ccs259:Unclassified:-0.114 Diagnosis:9ccs58:Ot nutrit dx:0.081 Diagnosis:9ccs215:gu cong anom:0.070 Diagnosis:9ccs137:Mouth dx:-0.069 Diagnosis:9ccs240:Burns:-0.068 Diagnosis:9ccs250:Nausea/vomit:-0.062 Diagnosis:9ccs253:Allergy:0.059 Diagnosis:9ccs48:Thyroid dsor:-0.058 Diagnosis:9ccs256:Exam/eval:0.058 Diagnosis:9ccs238:Complic proc:-0.054 Diagnosis:9ccs126:Ot up rsp in | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1234 | OR_unadj: 1.180 [0.868 1.604] | indivs AUC:0.541 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:1.000 Number of Visits:0.430 Diagnosis:9ccs255:Social admin:0.355 Diagnosis:9ccs92:Otitis media:0.337 Diagnosis:9ccs10:Immuniz/scrn:0.312 Diagnosis:9ccs7:Viral infect:0.236 Diagnosis:9ccs257:Ot aftercare:0.228 Diagnosis:9ccs90:Eye infectn:0.191 Diagnosis:9ccs135:Intest infct:0.190 Diagnosis:9ccs133:Oth low resp:0.167 Vital: Wt for Len Percentile-avg3to5 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 228 | OR_unadj: 1.556 [0.962 2.517] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs136:Teeth dx:0.067 Diagnosis:9ccs155:Other GI dx:0.066 Newborn Diagnosis:9ccs217:Ot cong anom:-0.063 Diagnosis:9ccs127:COPD:-0.058 Diagnosis:9ccs48:Thyroid dsor:-0.052 Diagnosis:9ccs4:Mycoses:0.050 Diagnosis:9ccs128:Asthma:-0.049 Diagnosis:9ccs223:Birth trauma:0.048 Diagnosis:9ccs124:Tonsillitis:0.045 Diagnosis:9ccs259:Unclassified:0.045 Diagnosis:9ccs7:Viral infect | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 718 | OR_unadj: 0.855 [0.651 1.122] | indivs AUC:0.467 Correlated most with: Diagnosis:9ccs7:Viral infect:1.000 Number of Visits:0.408 Diagnosis:9ccs126:Ot up rsp in:0.236 Diagnosis:9ccs10:Immuniz/scrn:0.207 Diagnosis:9ccs90:Eye infectn:0.205 Diagnosis:9ccs255:Social admin:0.187 Diagnosis:9ccs133:Oth low resp:0.182 Diagnosis:9ccs92:Otitis media:0.174 Diagnosis:9ccs257:Ot aftercare:0.169 Diagnosis:9ccs125:Bronchitis:0.159 Vital: BMI Percentile-gain0to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 241 | OR_unadj: 1.517 [0.978 2.352] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs259:Unclassified:-0.114 Diagnosis:9ccs58:Ot nutrit dx:0.073 Diagnosis:9ccs215:gu cong anom:0.072 Diagnosis:9ccs240:Burns:-0.071 Diagnosis:9ccs250:Nausea/vomit:-0.069 Diagnosis:9ccs48:Thyroid dsor:-0.063 Diagnosis:9ccs137:Mouth dx:-0.061 Diagnosis:9ccs238:Complic proc:-0.058 Diagnosis:9ccs256:Exam/eval:0.055 Lab:323825 STREP SCREEN THROAT - Sunrise:0.053 Diagnosis:9ccs253:Allergy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 840 | OR_unadj: 0.970 [0.744 1.266] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs253:Allergy:1.000 Number of Visits:0.271 Diagnosis:9ccs255:Social admin:0.212 Diagnosis:9ccs200:Oth skin dx:0.201 Diagnosis:9ccs10:Immuniz/scrn:0.179 Diagnosis:9ccs4:Mycoses:0.177 Diagnosis:9ccs126:Ot up rsp in:0.157 Diagnosis:9ccs257:Ot aftercare:0.157 Diagnosis:9ccs7:Viral infect:0.155 Diagnosis:9ccs239:Superfic inj:0.139 Vital: BMI Percentile-gain16to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 241 | OR_unadj: 1.517 [0.978 2.352] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs259:Unclassified:-0.114 Diagnosis:9ccs58:Ot nutrit dx:0.073 Diagnosis:9ccs215:gu cong anom:0.072 Diagnosis:9ccs240:Burns:-0.071 Diagnosis:9ccs250:Nausea/vomit:-0.069 Diagnosis:9ccs48:Thyroid dsor:-0.063 Diagnosis:9ccs137:Mouth dx:-0.061 Diagnosis:9ccs238:Complic proc:-0.058 Diagnosis:9ccs256:Exam/eval:0.055 Lab:323825 STREP SCREEN THROAT - Sunrise:0.053 Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 116 | OR_unadj: 1.341 [0.705 2.553] | indivs AUC:0.522 Correlated most with: Lab:295669 BILIRUBIN DIRECT - LMC:1.000 Lab:294203 BILIRUBIN TOTAL - LMC:0.191 Diagnosis:9ccs234:Crush injury:-0.085 Diagnosis:9ccs140:Gastritis:-0.082 Diagnosis:9ccs223:Birth trauma:0.079 Diagnosis:9ccs76:Meningitis:-0.072 Diagnosis:9ccs61:Sickle cell:0.070 Diagnosis:9ccs113:Late eff CVD:0.060 Diagnosis:9ccs151:Oth liver dx:0.058 Diagnosis:9ccs224:Ot perint dx:-0.058 Diagnosis:9ccs197:Skin infectn | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 171 | OR_unadj: 1.339 [0.889 2.017] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs197:Skin infectn:1.000 Number of Visits:0.102 Diagnosis:9ccs92:Otitis media:0.090 Diagnosis:9ccs136:Teeth dx:0.088 Diagnosis:9ccs137:Mouth dx:0.083 Diagnosis:9ccs239:Superfic inj:0.080 Diagnosis:9ccs2:Septicemia:0.079 Diagnosis:9ccs90:Eye infectn:0.077 Diagnosis:9ccs255:Social admin:0.075 Diagnosis:9ccs7:Viral infect:0.074 Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 115 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.512 Correlated most with: Lab:294203 BILIRUBIN TOTAL - LMC:1.000 Lab:295669 BILIRUBIN DIRECT - LMC:0.191 Diagnosis:9ccs222:Perint jaund:-0.151 Diagnosis:9ccs151:Oth liver dx:-0.128 Diagnosis:9ccs58:Ot nutrit dx:0.092 Diagnosis:9ccs234:Crush injury:-0.080 Diagnosis:9ccs89:Blindness:-0.064 Newborn Diagnosis:9ccs217:Ot cong anom:-0.044 Diagnosis:9ccs253:Allergy:0.043 Diagnosis:9ccs141:Ot dx stomch:0.040 Vital: Wt for Len Percentile-gain1to5 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 223 | OR_unadj: 1.424 [0.856 2.368] | indivs AUC:0.512 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:-0.094 Newborn Diagnosis:9ccs253:Allergy:-0.084 Diagnosis:9ccs4:Mycoses:0.060 Diagnosis:9ccs215:gu cong anom:-0.058 Diagnosis:9ccs134:Ot uppr resp:0.056 Diagnosis:9ccs136:Teeth dx:0.055 Diagnosis:9ccs223:Birth trauma:0.053 Diagnosis:9ccs259:Unclassified:0.053 Diagnosis:9ccs124:Tonsillitis:0.048 Diagnosis:9ccs90:Eye infectn:-0.047 Diagnosis:9ccs96:Hrt valve dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 155 | OR_unadj: 0.872 [0.539 1.410] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.525 Diagnosis:9ccs117:Ot circul dx:0.230 Newborn Diagnosis:9ccs96:Hrt valve dx:0.220 Newborn Diagnosis:9ccs213:Cardiac anom:0.181 Diagnosis:9ccs259:Unclassified:0.096 Diagnosis:9ccs10:Immuniz/scrn:0.090 Diagnosis:9ccs257:Ot aftercare:0.088 Number of Visits:0.077 Diagnosis:9ccs205:Back problem:0.071 Diagnosis:9ccs256:Exam/eval | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 129 | OR_unadj: 0.612 [0.339 1.102] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs256:Exam/eval:1.000 Number of Visits:0.179 Diagnosis:9ccs133:Oth low resp:0.146 Diagnosis:9ccs200:Oth skin dx:0.140 Diagnosis:9ccs239:Superfic inj:0.120 Diagnosis:9ccs155:Other GI dx:0.112 Diagnosis:9ccs7:Viral infect:0.092 Diagnosis:9ccs58:Ot nutrit dx:0.090 Diagnosis:9ccs83:Epilepsy/cnv:0.083 Diagnosis:9ccs154:Gastroent:0.079 Diagnosis:9ccs133:Oth low resp | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 189 | OR_unadj: 0.638 [0.393 1.036] | indivs AUC:0.466 Correlated most with: Diagnosis:9ccs133:Oth low resp:1.000 Number of Visits:0.337 Diagnosis:9ccs128:Asthma:0.220 Diagnosis:9ccs7:Viral infect:0.182 Diagnosis:9ccs126:Ot up rsp in:0.167 Diagnosis:9ccs127:COPD:0.166 Diagnosis:9ccs122:Pneumonia:0.161 Diagnosis:9ccs125:Bronchitis:0.156 Diagnosis:9ccs257:Ot aftercare:0.147 Diagnosis:9ccs256:Exam/eval:0.146 Diagnosis:9ccs217:Ot cong anom | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 148 | OR_unadj: 0.870 [0.532 1.422] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs217:Ot cong anom:1.000 Diagnosis:9ccs89:Blindness:0.259 Diagnosis:9ccs91:Other eye dx:0.181 Diagnosis:9ccs47:Ot bnign neo:0.154 Diagnosis:9ccs95:Oth nerv dx:0.112 Number of Visits:0.110 Diagnosis:9ccs257:Ot aftercare:0.107 Diagnosis:9ccs10:Immuniz/scrn:0.102 Diagnosis:9ccs216:Nerv cong an:0.101 Diagnosis:9ccs74:Ot mentl cnd:0.099 Diagnosis:9ccs125:Bronchitis | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 394 | OR_unadj: 0.939 [0.683 1.292] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs125:Bronchitis:1.000 Number of Visits:0.248 Diagnosis:9ccs128:Asthma:0.241 Diagnosis:9ccs92:Otitis media:0.228 Diagnosis:9ccs257:Ot aftercare:0.216 Diagnosis:9ccs126:Ot up rsp in:0.165 Diagnosis:9ccs122:Pneumonia:0.164 Diagnosis:9ccs7:Viral infect:0.159 Diagnosis:9ccs133:Oth low resp:0.156 Diagnosis:9ccs135:Intest infct:0.131 * Newborn Diagnosis:9ccs256:Exam/eval | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 105 | OR_unadj: 1.637 [1.010 2.653] | indivs AUC:0.517 Correlated most with: Newborn Diagnosis:9ccs256:Exam/eval:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.306 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.206 Newborn Diagnosis:9ccs221:Resp distres:0.197 Newborn Diagnosis:9ccs222:Perint jaund:0.192 Diagnosis:9ccs219:Low birth wt:0.187 Newborn Diagnosis:9ccs224:Ot perint dx:0.127 Newborn Diagnosis:9ccs253:Allergy:0.108 Newborn Diagnosis:9ccs223:Birth trauma:0.089 Diagnosis:9ccs61:Sickle cell:0.082 * Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 174 | OR_unadj: 0.582 [0.346 0.978] | indivs AUC:0.466 Correlated most with: Diagnosis:9ccs222:Perint jaund:1.000 Diagnosis:9ccs151:Oth liver dx:0.187 Lab:294203 BILIRUBIN TOTAL - LMC:-0.151 Newborn Diagnosis:9ccs222:Perint jaund:0.115 Diagnosis:9ccs155:Other GI dx:0.090 Diagnosis:9ccs257:Ot aftercare:0.087 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.077 Diagnosis:9ccs154:Gastroent:0.075 Diagnosis:9ccs242:Poisn ot med:0.069 Diagnosis:9ccs250:Nausea/vomit:0.069 Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 491 | OR_unadj: 0.892 [0.662 1.202] | indivs AUC:0.481 Correlated most with: Newborn Diagnosis:9ccs224:Ot perint dx:1.000 Newborn Diagnosis:9ccs96:Hrt valve dx:0.129 Newborn Diagnosis:9ccs256:Exam/eval:0.127 Newborn Diagnosis:9ccs222:Perint jaund:0.105 Newborn Diagnosis:9ccs95:Oth nerv dx:0.085 Diagnosis:9ccs253:Allergy:-0.080 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.070 Newborn Diagnosis:9ccs253:Allergy:0.070 Newborn Diagnosis:9ccs200:Oth skin dx:0.060 Diagnosis:9ccs234:Crush injury:-0.056 Diagnosis:9ccs74:Ot mentl cnd | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 146 | OR_unadj: 1.311 [0.844 2.037] | indivs AUC:0.543 Correlated most with: Diagnosis:9ccs74:Ot mentl cnd:1.000 Diagnosis:9ccs95:Oth nerv dx:0.195 Diagnosis:9ccs113:Late eff CVD:0.180 Number of Visits:0.177 Newborn Diagnosis:9ccs219:Low birth wt:0.126 Diagnosis:9ccs159:UTI:0.115 Diagnosis:9ccs94:Other ear dx:0.111 Diagnosis:9ccs58:Ot nutrit dx:0.102 Diagnosis:9ccs238:Complic proc:0.100 Diagnosis:9ccs217:Ot cong anom:0.099 * Diagnosis:9ccs200:Oth skin dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 461 | OR_unadj: 0.717 [0.522 0.985] | indivs AUC:0.465 Correlated most with: Diagnosis:9ccs200:Oth skin dx:1.000 Number of Visits:0.231 Diagnosis:9ccs253:Allergy:0.201 Diagnosis:9ccs155:Other GI dx:0.168 Diagnosis:9ccs7:Viral infect:0.158 Diagnosis:9ccs256:Exam/eval:0.140 Diagnosis:9ccs239:Superfic inj:0.138 Diagnosis:9ccs126:Ot up rsp in:0.119 Diagnosis:9ccs255:Social admin:0.113 Diagnosis:9ccs10:Immuniz/scrn:0.106 Diagnosis:9ccs92:Otitis media | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 737 | OR_unadj: 1.137 [0.871 1.485] | indivs AUC:0.553 Correlated most with: Diagnosis:9ccs92:Otitis media:1.000 Number of Visits:0.408 Diagnosis:9ccs126:Ot up rsp in:0.337 Diagnosis:9ccs90:Eye infectn:0.231 Diagnosis:9ccs125:Bronchitis:0.228 Diagnosis:9ccs257:Ot aftercare:0.226 Diagnosis:9ccs255:Social admin:0.192 Diagnosis:9ccs10:Immuniz/scrn:0.191 Diagnosis:9ccs135:Intest infct:0.183 Diagnosis:9ccs7:Viral infect:0.174 Diagnosis:9ccs255:Social admin | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1616 | OR_unadj: 0.664 [0.382 1.152] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs255:Social admin:1.000 Diagnosis:9ccs10:Immuniz/scrn:0.458 Diagnosis:9ccs126:Ot up rsp in:0.355 Diagnosis:9ccs253:Allergy:0.212 Diagnosis:9ccs92:Otitis media:0.192 Diagnosis:9ccs257:Ot aftercare:0.190 Diagnosis:9ccs7:Viral infect:0.187 Number of Visits:0.148 Diagnosis:9ccs90:Eye infectn:0.125 Diagnosis:9ccs125:Bronchitis:0.124 Diagnosis:9ccs239:Superfic inj | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 152 | OR_unadj: 0.949 [0.591 1.522] | indivs AUC:0.469 Correlated most with: Diagnosis:9ccs239:Superfic inj:1.000 Number of Visits:0.203 Diagnosis:9ccs253:Allergy:0.139 Diagnosis:9ccs200:Oth skin dx:0.138 Diagnosis:9ccs155:Other GI dx:0.136 Diagnosis:9ccs256:Exam/eval:0.120 Diagnosis:9ccs126:Ot up rsp in:0.114 Diagnosis:9ccs133:Oth low resp:0.112 Diagnosis:9ccs7:Viral infect:0.107 Diagnosis:9ccs214:GI cong anom:0.097 Diagnosis:9ccs135:Intest infct | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 394 | OR_unadj: 1.151 [0.847 1.565] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs135:Intest infct:1.000 Number of Visits:0.310 Diagnosis:9ccs126:Ot up rsp in:0.190 Diagnosis:9ccs92:Otitis media:0.183 Diagnosis:9ccs7:Viral infect:0.156 Diagnosis:9ccs10:Immuniz/scrn:0.147 Diagnosis:9ccs125:Bronchitis:0.131 Diagnosis:9ccs253:Allergy:0.129 Diagnosis:9ccs255:Social admin:0.124 Diagnosis:9ccs257:Ot aftercare:0.120 Newborn Diagnosis:9ccs259:Unclassified | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 74 | OR_unadj: 1.095 [0.581 2.061] | indivs AUC:0.506 Correlated most with: Newborn Diagnosis:9ccs259:Unclassified:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.304 MatDeliveryAge:0.105 Newborn Diagnosis:9ccs222:Perint jaund:0.093 Newborn Diagnosis:9ccs219:Low birth wt:0.080 Diagnosis:9ccs147:Anal/rectal:0.069 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.066 Diagnosis:9ccs125:Bronchitis:0.054 Diagnosis:9ccs212:Ot bone dx:0.051 Diagnosis:9ccs259:Unclassified:0.047 Diagnosis:9ccs155:Other GI dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 446 | OR_unadj: 0.796 [0.581 1.090] | indivs AUC:0.428 Correlated most with: Diagnosis:9ccs155:Other GI dx:1.000 Number of Visits:0.304 Diagnosis:9ccs200:Oth skin dx:0.168 Diagnosis:9ccs7:Viral infect:0.153 Diagnosis:9ccs126:Ot up rsp in:0.144 Diagnosis:9ccs239:Superfic inj:0.136 Diagnosis:9ccs10:Immuniz/scrn:0.130 Diagnosis:9ccs250:Nausea/vomit:0.124 Diagnosis:9ccs133:Oth low resp:0.116 Diagnosis:9ccs91:Other eye dx:0.113 Newborn Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 169 | OR_unadj: 1.244 [0.818 1.892] | indivs AUC:0.503 Correlated most with: Newborn Diagnosis:9ccs222:Perint jaund:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.264 Newborn Diagnosis:9ccs256:Exam/eval:0.192 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.181 Newborn Diagnosis:9ccs253:Allergy:0.154 Newborn Diagnosis:9ccs221:Resp distres:0.149 Diagnosis:9ccs219:Low birth wt:0.119 Diagnosis:9ccs222:Perint jaund:0.115 Newborn Diagnosis:9ccs224:Ot perint dx:0.105 Number of Visits:0.103 Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 136 | OR_unadj: 0.734 [0.428 1.260] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs94:Other ear dx:1.000 Number of Visits:0.213 Diagnosis:9ccs113:Late eff CVD:0.141 Diagnosis:9ccs126:Ot up rsp in:0.123 Diagnosis:9ccs74:Ot mentl cnd:0.111 Diagnosis:9ccs155:Other GI dx:0.100 Diagnosis:9ccs257:Ot aftercare:0.099 Diagnosis:9ccs135:Intest infct:0.095 Diagnosis:9ccs239:Superfic inj:0.090 Diagnosis:9ccs128:Asthma:0.086 Diagnosis:9ccs151:Oth liver dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 168 | OR_unadj: 0.696 [0.423 1.144] | indivs AUC:0.532 Correlated most with: Diagnosis:9ccs151:Oth liver dx:1.000 Diagnosis:9ccs222:Perint jaund:0.187 Lab:294203 BILIRUBIN TOTAL - LMC:-0.128 Diagnosis:9ccs10:Immuniz/scrn:0.099 Number of Visits:0.095 Diagnosis:9ccs224:Ot perint dx:0.092 Diagnosis:9ccs257:Ot aftercare:0.087 Diagnosis:9ccs126:Ot up rsp in:0.079 Diagnosis:9ccs140:Gastritis:0.079 Diagnosis:9ccs155:Other GI dx:0.076 Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 84 | OR_unadj: 0.664 [0.328 1.344] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs0:No DX:1.000 Diagnosis:9ccs10:Immuniz/scrn:0.104 Diagnosis:9ccs159:UTI:0.067 Diagnosis:9ccs123:Influenza:0.066 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.062 Diagnosis:9ccs250:Nausea/vomit:-0.054 Diagnosis:9ccs243:Poisn nonmed:0.053 Diagnosis:9ccs212:Ot bone dx:0.046 Newborn Diagnosis:9ccs224:Ot perint dx:-0.044 Diagnosis:9ccs59:Anemia:0.043 Lab:297262 HEMOGLOBIN (HEMOCUE) | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 37 | OR_unadj: nan [ nan nan] | indivs AUC:0.501 Correlated most with: Lab:297262 HEMOGLOBIN (HEMOCUE):1.000 Diagnosis:9ccs59:Anemia:-0.165 Diagnosis:9ccs76:Meningitis:-0.120 Diagnosis:9ccs224:Ot perint dx:-0.084 Newborn Diagnosis:9ccs219:Low birth wt:-0.081 Diagnosis:9ccs238:Complic proc:-0.066 Diagnosis:9ccs62:Coag/hemr dx:-0.066 Diagnosis:9ccs96:Hrt valve dx:-0.065 Lab:323825 STREP SCREEN THROAT - Sunrise:0.055 Diagnosis:9ccs95:Oth nerv dx:-0.054 Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 140 | OR_unadj: 0.818 [0.490 1.368] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs91:Other eye dx:1.000 Diagnosis:9ccs89:Blindness:0.284 Diagnosis:9ccs217:Ot cong anom:0.181 Number of Visits:0.151 Diagnosis:9ccs155:Other GI dx:0.113 Diagnosis:9ccs90:Eye infectn:0.101 Diagnosis:9ccs10:Immuniz/scrn:0.086 Diagnosis:9ccs253:Allergy:0.080 Diagnosis:9ccs239:Superfic inj:0.079 Diagnosis:9ccs200:Oth skin dx:0.077 Diagnosis:9ccs134:Ot uppr resp | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 127 | OR_unadj: 1.126 [0.691 1.835] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:1.000 Number of Visits:0.199 Diagnosis:9ccs62:Coag/hemr dx:0.150 Diagnosis:9ccs133:Oth low resp:0.134 Diagnosis:9ccs126:Ot up rsp in:0.114 Diagnosis:9ccs90:Eye infectn:0.095 Diagnosis:9ccs123:Influenza:0.093 Diagnosis:9ccs58:Ot nutrit dx:0.085 Diagnosis:9ccs259:Unclassified:0.077 Diagnosis:9ccs94:Other ear dx:0.073 * Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 160 | OR_unadj: 1.600 [1.067 2.397] | indivs AUC:0.527 Correlated most with: Diagnosis:9ccs58:Ot nutrit dx:1.000 Number of Visits:0.140 Diagnosis:9ccs74:Ot mentl cnd:0.102 Lab:294203 BILIRUBIN TOTAL - LMC:0.092 Diagnosis:9ccs256:Exam/eval:0.090 Diagnosis:9ccs253:Allergy:0.088 Diagnosis:9ccs155:Other GI dx:0.087 Diagnosis:9ccs134:Ot uppr resp:0.085 Diagnosis:9ccs250:Nausea/vomit:0.078 Diagnosis:9ccs257:Ot aftercare:0.074 Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 135 | OR_unadj: 0.978 [0.596 1.604] | indivs AUC:0.528 Correlated most with: Diagnosis:9ccs59:Anemia:1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.165 Diagnosis:9ccs122:Pneumonia:0.103 Diagnosis:9ccs159:UTI:0.096 Diagnosis:9ccs243:Poisn nonmed:0.091 Number of Visits:0.090 Diagnosis:9ccs92:Otitis media:0.090 Diagnosis:9ccs10:Immuniz/scrn:0.088 Newborn Diagnosis:9ccs213:Cardiac anom:0.084 Diagnosis:9ccs126:Ot up rsp in:0.078 Diagnosis:9ccs90:Eye infectn | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 400 | OR_unadj: 1.181 [0.871 1.601] | indivs AUC:0.560 Correlated most with: Diagnosis:9ccs90:Eye infectn:1.000 Number of Visits:0.286 Diagnosis:9ccs92:Otitis media:0.231 Diagnosis:9ccs7:Viral infect:0.205 Diagnosis:9ccs126:Ot up rsp in:0.191 Diagnosis:9ccs10:Immuniz/scrn:0.143 Diagnosis:9ccs125:Bronchitis:0.129 Diagnosis:9ccs255:Social admin:0.125 Diagnosis:9ccs133:Oth low resp:0.117 Diagnosis:9ccs135:Intest infct:0.112 Diagnosis:9ccs198:Ot infl skin | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 195 | OR_unadj: 0.769 [0.490 1.205] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs198:Ot infl skin:1.000 Diagnosis:9ccs253:Allergy:0.131 Diagnosis:9ccs200:Oth skin dx:0.104 Diagnosis:9ccs94:Other ear dx:0.084 Diagnosis:9ccs133:Oth low resp:0.084 Number of Visits:0.083 Diagnosis:9ccs211:Ot conn tiss:0.081 Diagnosis:9ccs61:Sickle cell:0.075 Diagnosis:9ccs257:Ot aftercare:0.075 Diagnosis:9ccs259:Unclassified:0.074 Diagnosis:9ccs122:Pneumonia | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 123 | OR_unadj: 1.174 [0.719 1.916] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs122:Pneumonia:1.000 Number of Visits:0.235 Diagnosis:9ccs128:Asthma:0.211 Diagnosis:9ccs125:Bronchitis:0.164 Diagnosis:9ccs133:Oth low resp:0.161 Diagnosis:9ccs127:COPD:0.147 Diagnosis:9ccs92:Otitis media:0.145 Diagnosis:9ccs126:Ot up rsp in:0.115 Diagnosis:9ccs59:Anemia:0.103 Diagnosis:9ccs90:Eye infectn:0.091 Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 90 | OR_unadj: 1.134 [0.641 2.008] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs159:UTI:1.000 Diagnosis:9ccs161:Ot dx kidney:0.240 Number of Visits:0.205 Diagnosis:9ccs257:Ot aftercare:0.118 Diagnosis:9ccs74:Ot mentl cnd:0.115 Diagnosis:9ccs125:Bronchitis:0.113 Diagnosis:9ccs92:Otitis media:0.106 Diagnosis:9ccs163:Other GU dx:0.106 Diagnosis:9ccs63:Wht blood dx:0.099 Diagnosis:9ccs59:Anemia:0.096 Diagnosis:9ccs4:Mycoses | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 178 | OR_unadj: 0.912 [0.584 1.423] | indivs AUC:0.473 Correlated most with: Diagnosis:9ccs4:Mycoses:1.000 Diagnosis:9ccs253:Allergy:0.177 Number of Visits:0.151 Diagnosis:9ccs200:Oth skin dx:0.102 Diagnosis:9ccs7:Viral infect:0.077 Diagnosis:9ccs256:Exam/eval:0.076 Diagnosis:9ccs126:Ot up rsp in:0.072 Diagnosis:9ccs197:Skin infectn:0.071 Diagnosis:9ccs255:Social admin:0.068 Diagnosis:9ccs239:Superfic inj:0.068 Diagnosis:9ccs257:Ot aftercare | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 730 | OR_unadj: 0.962 [0.735 1.259] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs257:Ot aftercare:1.000 Number of Visits:0.325 Diagnosis:9ccs126:Ot up rsp in:0.228 Diagnosis:9ccs92:Otitis media:0.226 Diagnosis:9ccs125:Bronchitis:0.216 Diagnosis:9ccs10:Immuniz/scrn:0.194 Diagnosis:9ccs255:Social admin:0.190 Diagnosis:9ccs7:Viral infect:0.169 Diagnosis:9ccs253:Allergy:0.157 Diagnosis:9ccs128:Asthma:0.152 Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 130 | OR_unadj: 0.777 [0.452 1.334] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs136:Teeth dx:1.000 Number of Visits:0.169 Diagnosis:9ccs258:Other screen:0.143 Diagnosis:9ccs7:Viral infect:0.130 Diagnosis:9ccs10:Immuniz/scrn:0.102 Diagnosis:9ccs140:Gastritis:0.096 Diagnosis:9ccs133:Oth low resp:0.088 Diagnosis:9ccs197:Skin infectn:0.088 Diagnosis:9ccs126:Ot up rsp in:0.082 Diagnosis:9ccs214:GI cong anom:0.081 Diagnosis:9ccs127:COPD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: 0.936 [0.487 1.798] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs127:COPD:1.000 Number of Visits:0.203 Diagnosis:9ccs133:Oth low resp:0.166 Diagnosis:9ccs122:Pneumonia:0.147 Diagnosis:9ccs240:Burns:0.117 Diagnosis:9ccs125:Bronchitis:0.115 Diagnosis:9ccs128:Asthma:0.109 Diagnosis:9ccs126:Ot up rsp in:0.108 Diagnosis:9ccs124:Tonsillitis:0.097 Diagnosis:9ccs159:UTI:0.087 Diagnosis:9ccs137:Mouth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 0.988 [0.498 1.960] | indivs AUC:0.532 Correlated most with: Diagnosis:9ccs137:Mouth dx:1.000 Number of Visits:0.135 Diagnosis:9ccs7:Viral infect:0.127 Diagnosis:9ccs92:Otitis media:0.103 Diagnosis:9ccs197:Skin infectn:0.083 Diagnosis:9ccs136:Teeth dx:0.078 Diagnosis:9ccs126:Ot up rsp in:0.077 Newborn Diagnosis:9ccs223:Birth trauma:0.065 Diagnosis:9ccs151:Oth liver dx:0.065 Diagnosis:9ccs51:Ot endo dsor:0.055 Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 0.697 [0.295 1.646] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs96:Hrt valve dx:0.525 Newborn Diagnosis:9ccs213:Cardiac anom:0.330 Diagnosis:9ccs117:Ot circul dx:0.310 Newborn Diagnosis:9ccs96:Hrt valve dx:0.280 Lab:292495 LEAD LEVEL - Sunrise:-0.074 Diagnosis:9ccs205:Back problem:0.065 Diagnosis:9ccs217:Ot cong anom:0.063 Number of Visits:0.061 Diagnosis:9ccs55:Fluid/elc dx:0.055 Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1611 | OR_unadj: 1.569 [0.777 3.170] | indivs AUC:0.512 Correlated most with: Newborn Diagnosis:9ccs10:Immuniz/scrn:1.000 Newborn Diagnosis:9ccs94:Other ear dx:0.316 Newborn Diagnosis:9ccs219:Low birth wt:-0.312 Newborn Diagnosis:9ccs259:Unclassified:-0.304 Newborn Diagnosis:9ccs0:No DX:-0.234 Newborn Diagnosis:9ccs256:Exam/eval:-0.206 Newborn Diagnosis:9ccs222:Perint jaund:-0.181 Newborn Diagnosis:9ccs221:Resp distres:-0.140 Diagnosis:9ccs219:Low birth wt:-0.123 Newborn Diagnosis:9ccs253:Allergy:-0.122 Diagnosis:9ccs113:Late eff CVD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 1.437 [0.830 2.488] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs113:Late eff CVD:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.180 Diagnosis:9ccs94:Other ear dx:0.141 Diagnosis:9ccs83:Epilepsy/cnv:0.113 Number of Visits:0.098 Diagnosis:9ccs155:Other GI dx:0.072 Newborn Diagnosis:9ccs96:Hrt valve dx:0.069 Diagnosis:9ccs95:Oth nerv dx:0.068 Lab:295669 BILIRUBIN DIRECT - LMC:0.060 Diagnosis:9ccs126:Ot up rsp in:0.056 Newborn Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 1.025 [0.477 2.203] | indivs AUC:0.481 Correlated most with: Newborn Diagnosis:9ccs217:Ot cong anom:1.000 Diagnosis:9ccs211:Ot conn tiss:0.107 Diagnosis:9ccs217:Ot cong anom:0.090 Diagnosis:9ccs147:Anal/rectal:0.089 Newborn Diagnosis:9ccs253:Allergy:0.076 Diagnosis:9ccs208:Acq foot def:0.071 Diagnosis:9ccs205:Back problem:0.067 Newborn Diagnosis:9ccs222:Perint jaund:0.067 Diagnosis:9ccs127:COPD:0.060 Newborn Diagnosis:9ccs96:Hrt valve dx:0.059 Diagnosis:9ccs2603:E Codes: Fall | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 1.006 [0.385 2.630] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs2603:E Codes: Fall:1.000 Diagnosis:10ccs58:Ot nutrit dx:0.756 Newborn Diagnosis:9ccs95:Oth nerv dx:0.150 Diagnosis:9ccs244:Other injury:0.092 Diagnosis:9ccs155:Other GI dx:0.090 Number of Visits:0.073 Newborn Diagnosis:9ccs0:No DX:0.071 Diagnosis:9ccs7:Viral infect:0.061 Diagnosis:9ccs200:Oth skin dx:0.058 Diagnosis:9ccs175:Ot femal gen:0.058 Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 56 | OR_unadj: 0.668 [0.283 1.575] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:1.000 Diagnosis:9ccs89:Blindness:0.117 Diagnosis:9ccs238:Complic proc:0.112 Diagnosis:9ccs250:Nausea/vomit:0.090 Diagnosis:9ccs247:Lymph enlarg:0.087 Diagnosis:9ccs155:Other GI dx:0.085 Number of Visits:0.084 Diagnosis:9ccs83:Epilepsy/cnv:0.081 Diagnosis:9ccs91:Other eye dx:0.077 Diagnosis:9ccs141:Ot dx stomch:0.072 Newborn Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 102 | OR_unadj: 1.051 [0.606 1.824] | indivs AUC:0.494 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:1.000 Diagnosis:9ccs219:Low birth wt:0.413 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.312 Newborn Diagnosis:9ccs256:Exam/eval:0.306 Newborn Diagnosis:9ccs221:Resp distres:0.272 Newborn Diagnosis:9ccs222:Perint jaund:0.264 Newborn Diagnosis:9ccs253:Allergy:0.240 Diagnosis:9ccs74:Ot mentl cnd:0.126 Newborn Diagnosis:9ccs94:Other ear dx:-0.120 Diagnosis:9ccs143:Abdom hernia:0.104 Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 1.277 [0.612 2.665] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs143:Abdom hernia:1.000 Diagnosis:9ccs95:Oth nerv dx:0.131 Newborn Diagnosis:9ccs219:Low birth wt:0.104 Diagnosis:9ccs219:Low birth wt:0.093 Diagnosis:9ccs215:gu cong anom:0.092 Diagnosis:9ccs63:Wht blood dx:0.091 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.088 Diagnosis:9ccs257:Ot aftercare:0.071 Newborn Diagnosis:9ccs96:Hrt valve dx:0.062 Diagnosis:9ccs140:Gastritis:0.062 Newborn Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1642 | OR_unadj: 1.497 [0.635 3.528] | indivs AUC:0.509 Correlated most with: Newborn Diagnosis:9ccs94:Other ear dx:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.316 Newborn Diagnosis:9ccs0:No DX:-0.294 Newborn Diagnosis:9ccs219:Low birth wt:-0.120 Newborn Diagnosis:9ccs253:Allergy:-0.115 Newborn Diagnosis:9ccs222:Perint jaund:-0.071 Newborn Diagnosis:9ccs256:Exam/eval:-0.062 Diagnosis:9ccs219:Low birth wt:-0.058 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.056 Diagnosis:9ccs94:Other ear dx:-0.055 Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 113 | OR_unadj: 0.653 [0.353 1.206] | indivs AUC:0.516 Correlated most with: Diagnosis:9ccs259:Unclassified:1.000 Diagnosis:9ccs61:Sickle cell:0.111 Number of Visits:0.108 Diagnosis:9ccs96:Hrt valve dx:0.096 Diagnosis:9ccs242:Poisn ot med:0.093 Diagnosis:9ccs134:Ot uppr resp:0.077 Diagnosis:9ccs55:Fluid/elc dx:0.076 Diagnosis:9ccs250:Nausea/vomit:0.075 Diagnosis:9ccs198:Ot infl skin:0.074 Diagnosis:9ccs209:Ot acq defor:0.072 Diagnosis:9ccs251:Abdomnl pain | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.467 [0.060 3.610] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:1.000 Diagnosis:9ccs62:Coag/hemr dx:0.120 Diagnosis:9ccs204:Ot joint dx:0.100 Diagnosis:9ccs242:Poisn ot med:0.100 Diagnosis:9ccs175:Ot femal gen:0.100 Diagnosis:9ccs168:PID:0.093 Diagnosis:9ccs155:Other GI dx:0.086 Diagnosis:9ccs163:Other GU dx:0.073 Diagnosis:9ccs91:Other eye dx:0.072 Diagnosis:9ccs167:Breast dx:0.067 Diagnosis:9ccs250:Nausea/vomit | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 1.460 [0.855 2.494] | indivs AUC:0.543 Correlated most with: Diagnosis:9ccs250:Nausea/vomit:1.000 Number of Visits:0.168 Diagnosis:9ccs155:Other GI dx:0.124 Diagnosis:9ccs141:Ot dx stomch:0.120 Diagnosis:9ccs200:Oth skin dx:0.100 Diagnosis:9ccs135:Intest infct:0.090 Diagnosis:9ccs138:Esophgeal dx:0.090 Diagnosis:9ccs90:Eye infectn:0.087 Diagnosis:9ccs154:Gastroent:0.084 Diagnosis:9ccs10:Immuniz/scrn:0.079 Diagnosis:9ccs128:Asthma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 105 | OR_unadj: 1.094 [0.640 1.873] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs128:Asthma:1.000 Number of Visits:0.250 Diagnosis:9ccs125:Bronchitis:0.241 Diagnosis:9ccs133:Oth low resp:0.220 Diagnosis:9ccs122:Pneumonia:0.211 Diagnosis:9ccs257:Ot aftercare:0.152 Diagnosis:9ccs92:Otitis media:0.150 Diagnosis:9ccs126:Ot up rsp in:0.130 Diagnosis:9ccs7:Viral infect:0.112 Diagnosis:9ccs127:COPD:0.109 Diagnosis:9ccs244:Other injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.363 [0.696 2.667] | indivs AUC:0.512 Correlated most with: Diagnosis:9ccs244:Other injury:1.000 Number of Visits:0.151 Diagnosis:9ccs163:Other GU dx:0.101 Diagnosis:9ccs2603:E Codes: Fall:0.092 Diagnosis:9ccs135:Intest infct:0.091 Diagnosis:9ccs155:Other GI dx:0.089 Diagnosis:9ccs126:Ot up rsp in:0.085 Diagnosis:9ccs125:Bronchitis:0.083 Diagnosis:10ccs58:Ot nutrit dx:0.073 Diagnosis:9ccs89:Blindness:0.069 Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs47:Ot bnign neo:1.000 Diagnosis:9ccs217:Ot cong anom:0.154 Diagnosis:9ccs123:Influenza:0.115 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.104 Newborn Diagnosis:9ccs223:Birth trauma:0.099 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.097 Diagnosis:9ccs10:Immuniz/scrn:0.068 Diagnosis:9ccs134:Ot uppr resp:0.065 Newborn Diagnosis:9ccs219:Low birth wt:0.064 Diagnosis:9ccs91:Other eye dx:0.058 Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 0.917 [0.429 1.960] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs224:Ot perint dx:1.000 Diagnosis:9ccs168:PID:0.178 Diagnosis:9ccs205:Back problem:0.140 Diagnosis:9ccs219:Low birth wt:0.110 Diagnosis:9ccs163:Other GU dx:0.101 Diagnosis:9ccs151:Oth liver dx:0.092 Diagnosis:9ccs76:Meningitis:0.091 Diagnosis:9ccs204:Ot joint dx:0.090 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.084 Diagnosis:9ccs83:Epilepsy/cnv:0.080 Vital: HC Percentile-latest | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.129 [0.428 2.977] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:-0.169 Lab:323825 STREP SCREEN THROAT - Sunrise:0.122 Diagnosis:9ccs163:Other GU dx:0.068 Newborn Diagnosis:9ccs95:Oth nerv dx:0.059 Diagnosis:9ccs59:Anemia:0.058 Diagnosis:9ccs204:Ot joint dx:0.056 Diagnosis:9ccs242:Poisn ot med:0.056 Diagnosis:9ccs138:Esophgeal dx:-0.050 Diagnosis:9ccs7:Viral infect:0.047 Diagnosis:9ccs216:Nerv cong an:0.047 Vital: BP-latest | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:0.196 Diagnosis:9ccs214:GI cong anom:0.093 Diagnosis:9ccs4:Mycoses:0.087 Diagnosis:9ccs222:Perint jaund:0.068 Diagnosis:9ccs200:Oth skin dx:0.054 Diagnosis:9ccs168:PID:-0.048 Diagnosis:9ccs63:Wht blood dx:-0.048 Diagnosis:9ccs197:Skin infectn:0.047 Diagnosis:9ccs151:Oth liver dx:0.045 Diagnosis:9ccs96:Hrt valve dx:-0.040 Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 42 | OR_unadj: 1.336 [0.611 2.920] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs95:Oth nerv dx:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.195 Diagnosis:9ccs143:Abdom hernia:0.131 Diagnosis:9ccs208:Acq foot def:0.129 Number of Visits:0.116 Diagnosis:9ccs217:Ot cong anom:0.112 Newborn Diagnosis:9ccs200:Oth skin dx:0.108 Diagnosis:9ccs216:Nerv cong an:0.100 Diagnosis:9ccs161:Ot dx kidney:0.098 Diagnosis:9ccs90:Eye infectn:0.090 Diagnosis:9ccs209:Ot acq defor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.191 [0.026 1.409] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs209:Ot acq defor:1.000 Diagnosis:9ccs63:Wht blood dx:0.121 Diagnosis:9ccs208:Acq foot def:0.101 Diagnosis:9ccs51:Ot endo dsor:0.095 Diagnosis:9ccs212:Ot bone dx:0.095 Newborn Diagnosis:9ccs0:No DX:0.075 Diagnosis:9ccs238:Complic proc:0.075 Diagnosis:9ccs259:Unclassified:0.072 Diagnosis:9ccs257:Ot aftercare:0.064 Diagnosis:9ccs143:Abdom hernia:0.057 Diagnosis:10ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.057 [0.306 3.653] | indivs AUC:0.500 Correlated most with: Diagnosis:10ccs58:Ot nutrit dx:1.000 Diagnosis:9ccs2603:E Codes: Fall:0.756 Diagnosis:9ccs155:Other GI dx:0.089 Diagnosis:9ccs175:Ot femal gen:0.081 Diagnosis:9ccs219:Low birth wt:0.078 Diagnosis:9ccs244:Other injury:0.073 Diagnosis:9ccs239:Superfic inj:0.065 Diagnosis:9ccs125:Bronchitis:0.061 MatDeliveryAge:-0.059 Number of Visits:0.057 * Diagnosis:9ccs234:Crush injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 2.704 [1.154 6.333] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs234:Crush injury:1.000 Lab:295669 BILIRUBIN DIRECT - LMC:-0.085 Diagnosis:9ccs238:Complic proc:0.084 Lab:294203 BILIRUBIN TOTAL - LMC:-0.080 Diagnosis:9ccs242:Poisn ot med:0.068 Diagnosis:9ccs127:COPD:0.067 Diagnosis:9ccs247:Lymph enlarg:0.066 Newborn Diagnosis:9ccs221:Resp distres:0.063 Diagnosis:9ccs64:Ot hematl dx:0.063 Diagnosis:9ccs122:Pneumonia:0.060 Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.209 [0.345 4.239] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:1.000 Diagnosis:9ccs48:Thyroid dsor:0.193 Diagnosis:9ccs113:Late eff CVD:0.113 Diagnosis:9ccs238:Complic proc:0.104 Diagnosis:9ccs2:Septicemia:0.094 Number of Visits:0.087 Diagnosis:9ccs256:Exam/eval:0.083 Diagnosis:9ccs138:Esophgeal dx:0.081 Diagnosis:9ccs224:Ot perint dx:0.080 Diagnosis:9ccs216:Nerv cong an:0.079 Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.773 [0.270 2.219] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs89:Blindness:1.000 Diagnosis:9ccs91:Other eye dx:0.284 Diagnosis:9ccs217:Ot cong anom:0.259 Diagnosis:9ccs62:Coag/hemr dx:0.150 Diagnosis:9ccs138:Esophgeal dx:0.117 Number of Visits:0.101 Diagnosis:9ccs212:Ot bone dx:0.090 Diagnosis:9ccs205:Back problem:0.090 Diagnosis:9ccs55:Fluid/elc dx:0.078 Diagnosis:9ccs200:Oth skin dx:0.077 Diagnosis:9ccs154:Gastroent | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: nan [ nan nan] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs154:Gastroent:1.000 Diagnosis:9ccs153:GI hemorrhag:0.188 Diagnosis:9ccs155:Other GI dx:0.099 Diagnosis:9ccs62:Coag/hemr dx:0.086 Diagnosis:9ccs250:Nausea/vomit:0.084 Newborn Diagnosis:9ccs223:Birth trauma:0.082 Diagnosis:9ccs253:Allergy:0.081 Diagnosis:9ccs256:Exam/eval:0.079 Diagnosis:9ccs222:Perint jaund:0.075 Diagnosis:9ccs242:Poisn ot med:0.070 Diagnosis:9ccs247:Lymph enlarg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 1.416 [0.527 3.808] | indivs AUC:0.515 Correlated most with: Diagnosis:9ccs247:Lymph enlarg:1.000 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.206 Diagnosis:9ccs138:Esophgeal dx:0.087 Newborn Diagnosis:9ccs223:Birth trauma:0.080 Diagnosis:9ccs223:Birth trauma:0.077 Diagnosis:9ccs48:Thyroid dsor:0.075 Lab:292495 LEAD LEVEL - Sunrise:0.069 Diagnosis:9ccs242:Poisn ot med:0.068 Number of Visits:0.068 Diagnosis:9ccs234:Crush injury:0.066 Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.994 [0.289 3.416] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs223:Birth trauma:1.000 Newborn Diagnosis:9ccs223:Birth trauma:0.196 Lab:295669 BILIRUBIN DIRECT - LMC:0.079 Diagnosis:9ccs247:Lymph enlarg:0.077 Newborn Diagnosis:9ccs215:gu cong anom:0.067 Diagnosis:9ccs257:Ot aftercare:0.060 Diagnosis:9ccs259:Unclassified:0.058 Diagnosis:9ccs212:Ot bone dx:0.056 Diagnosis:9ccs51:Ot endo dsor:0.056 Diagnosis:9ccs151:Oth liver dx:0.055 Diagnosis:9ccs168:PID | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs168:PID:1.000 Diagnosis:9ccs205:Back problem:0.200 Diagnosis:9ccs163:Other GU dx:0.200 Diagnosis:9ccs224:Ot perint dx:0.178 Diagnosis:9ccs63:Wht blood dx:0.121 Diagnosis:9ccs251:Abdomnl pain:0.093 Diagnosis:9ccs167:Breast dx:0.089 Diagnosis:9ccs215:gu cong anom:0.082 Diagnosis:9ccs147:Anal/rectal:0.082 Diagnosis:9ccs161:Ot dx kidney:0.079 Diagnosis:9ccs123:Influenza | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs123:Influenza:1.000 Number of Visits:0.125 Diagnosis:9ccs47:Ot bnign neo:0.115 Diagnosis:9ccs134:Ot uppr resp:0.093 Diagnosis:9ccs122:Pneumonia:0.071 Diagnosis:9ccs133:Oth low resp:0.067 Diagnosis:9ccs0:No DX:0.066 Diagnosis:9ccs126:Ot up rsp in:0.058 Diagnosis:9ccs128:Asthma:0.054 Diagnosis:9ccs138:Esophgeal dx:0.053 Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.745 [0.564 5.394] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs161:Ot dx kidney:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.400 Diagnosis:9ccs159:UTI:0.240 Diagnosis:9ccs95:Oth nerv dx:0.098 Diagnosis:9ccs74:Ot mentl cnd:0.096 Diagnosis:9ccs175:Ot femal gen:0.086 Diagnosis:9ccs257:Ot aftercare:0.080 Diagnosis:9ccs168:PID:0.079 Diagnosis:9ccs63:Wht blood dx:0.079 Diagnosis:9ccs92:Otitis media:0.079 Lab:292495 LEAD LEVEL - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.502 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:1.000 Diagnosis:9ccs243:Poisn nonmed:-0.414 Diagnosis:9ccs204:Ot joint dx:0.103 Diagnosis:9ccs124:Tonsillitis:-0.097 Diagnosis:9ccs213:Cardiac anom:-0.074 Number of Visits:-0.074 Diagnosis:9ccs76:Meningitis:-0.072 Diagnosis:9ccs247:Lymph enlarg:0.069 Diagnosis:9ccs92:Otitis media:-0.066 Diagnosis:9ccs200:Oth skin dx:-0.059 Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 0.732 [0.218 2.455] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs219:Low birth wt:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.413 Newborn Diagnosis:9ccs256:Exam/eval:0.187 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.123 Newborn Diagnosis:9ccs222:Perint jaund:0.119 Diagnosis:9ccs224:Ot perint dx:0.110 Diagnosis:9ccs140:Gastritis:0.095 Diagnosis:9ccs143:Abdom hernia:0.093 Diagnosis:9ccs55:Fluid/elc dx:0.091 Number of Visits:0.089 Diagnosis:9ccs153:GI hemorrhag | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.749 [0.170 3.295] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs153:GI hemorrhag:1.000 Diagnosis:9ccs154:Gastroent:0.188 Diagnosis:9ccs147:Anal/rectal:0.113 Newborn Diagnosis:9ccs223:Birth trauma:0.102 Diagnosis:9ccs155:Other GI dx:0.101 Diagnosis:9ccs159:UTI:0.082 Number of Visits:0.078 Diagnosis:9ccs217:Ot cong anom:0.074 Diagnosis:9ccs257:Ot aftercare:0.068 Diagnosis:9ccs222:Perint jaund:0.064 Diagnosis:9ccs124:Tonsillitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.832 [0.289 2.398] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs124:Tonsillitis:1.000 Lab:292495 LEAD LEVEL - Sunrise:-0.097 Diagnosis:9ccs127:COPD:0.097 Diagnosis:9ccs92:Otitis media:0.094 Number of Visits:0.082 Diagnosis:9ccs135:Intest infct:0.071 Diagnosis:9ccs48:Thyroid dsor:0.066 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.060 Diagnosis:9ccs128:Asthma:0.056 Lab:295669 BILIRUBIN DIRECT - LMC:-0.054 Diagnosis:9ccs258:Other screen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.384 [0.091 1.618] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs258:Other screen:1.000 Diagnosis:9ccs136:Teeth dx:0.143 Diagnosis:9ccs239:Superfic inj:0.096 Diagnosis:9ccs214:GI cong anom:0.094 Diagnosis:9ccs133:Oth low resp:0.092 Diagnosis:9ccs155:Other GI dx:0.079 Number of Visits:0.076 Diagnosis:9ccs151:Oth liver dx:0.073 Diagnosis:9ccs211:Ot conn tiss:0.067 Diagnosis:9ccs10:Immuniz/scrn:0.062 Vital: HC Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.502 Correlated most with: Newborn Diagnosis:9ccs0:No DX:0.119 Newborn Diagnosis:9ccs95:Oth nerv dx:0.116 Diagnosis:9ccs238:Complic proc:0.102 Diagnosis:9ccs216:Nerv cong an:0.092 Diagnosis:9ccs250:Nausea/vomit:0.085 Diagnosis:9ccs214:GI cong anom:0.077 Diagnosis:9ccs138:Esophgeal dx:0.076 Diagnosis:9ccs163:Other GU dx:0.074 Diagnosis:9ccs155:Other GI dx:0.058 Diagnosis:9ccs59:Anemia:0.056 Vital: BP-avg16to19 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs96:Hrt valve dx:-0.068 Diagnosis:9ccs59:Anemia:0.066 Diagnosis:9ccs197:Skin infectn:-0.047 Diagnosis:9ccs90:Eye infectn:0.042 Diagnosis:9ccs200:Oth skin dx:0.037 Diagnosis:9ccs257:Ot aftercare:0.033 Diagnosis:9ccs253:Allergy:0.032 Diagnosis:9ccs213:Cardiac anom:-0.018 Number of Visits:0.018 Diagnosis:9ccs159:UTI:-0.014 Diagnosis:9ccs8:Oth infectns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.599 [0.181 1.985] | indivs AUC:0.518 Correlated most with: Diagnosis:9ccs8:Oth infectns:1.000 Diagnosis:9ccs253:Allergy:0.085 Number of Visits:0.079 Diagnosis:9ccs200:Oth skin dx:0.075 Newborn Diagnosis:9ccs223:Birth trauma:0.069 Diagnosis:9ccs257:Ot aftercare:0.068 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.060 Newborn Diagnosis:9ccs221:Resp distres:0.055 Diagnosis:9ccs126:Ot up rsp in:0.054 Diagnosis:9ccs117:Ot circul dx:0.051 Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs163:Other GU dx:1.000 Diagnosis:9ccs168:PID:0.200 Diagnosis:9ccs215:gu cong anom:0.137 Diagnosis:9ccs159:UTI:0.106 Diagnosis:9ccs242:Poisn ot med:0.104 Diagnosis:9ccs175:Ot femal gen:0.104 Diagnosis:9ccs244:Other injury:0.101 Diagnosis:9ccs224:Ot perint dx:0.101 Number of Visits:0.089 Diagnosis:9ccs243:Poisn nonmed:0.085 Diagnosis:9ccs147:Anal/rectal | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs147:Anal/rectal:1.000 Diagnosis:9ccs153:GI hemorrhag:0.113 Diagnosis:9ccs211:Ot conn tiss:0.102 Diagnosis:9ccs155:Other GI dx:0.094 Newborn Diagnosis:9ccs217:Ot cong anom:0.089 Diagnosis:9ccs219:Low birth wt:0.087 Newborn Diagnosis:9ccs221:Resp distres:0.082 Diagnosis:9ccs168:PID:0.082 Newborn Diagnosis:9ccs219:Low birth wt:0.078 Newborn Diagnosis:9ccs222:Perint jaund:0.069 Newborn Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.510 [0.497 4.587] | indivs AUC:0.504 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:1.000 Diagnosis:9ccs223:Birth trauma:0.196 Diagnosis:9ccs153:GI hemorrhag:0.102 Diagnosis:9ccs47:Ot bnign neo:0.099 Newborn Diagnosis:9ccs256:Exam/eval:0.089 Diagnosis:9ccs154:Gastroent:0.082 Diagnosis:9ccs242:Poisn ot med:0.081 Diagnosis:9ccs247:Lymph enlarg:0.080 Newborn Diagnosis:9ccs222:Perint jaund:0.077 Newborn Diagnosis:9ccs221:Resp distres:0.074 Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:1.000 Diagnosis:9ccs64:Ot hematl dx:0.155 Diagnosis:9ccs134:Ot uppr resp:0.150 Diagnosis:9ccs89:Blindness:0.150 Diagnosis:9ccs212:Ot bone dx:0.125 Diagnosis:9ccs251:Abdomnl pain:0.120 Diagnosis:9ccs154:Gastroent:0.086 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.066 Number of Visits:0.063 Diagnosis:9ccs91:Other eye dx:0.063 Diagnosis:9ccs243:Poisn nonmed | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs243:Poisn nonmed:1.000 Lab:292495 LEAD LEVEL - Sunrise:-0.414 Diagnosis:9ccs242:Poisn ot med:0.115 Diagnosis:9ccs59:Anemia:0.091 Diagnosis:9ccs163:Other GU dx:0.085 Diagnosis:9ccs76:Meningitis:0.078 Diagnosis:9ccs55:Fluid/elc dx:0.075 Diagnosis:9ccs92:Otitis media:0.057 Diagnosis:9ccs239:Superfic inj:0.057 Diagnosis:9ccs58:Ot nutrit dx:0.054 Newborn Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.511 Correlated most with: Newborn Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.280 Diagnosis:9ccs96:Hrt valve dx:0.220 Newborn Diagnosis:9ccs224:Ot perint dx:0.129 Diagnosis:9ccs211:Ot conn tiss:0.111 Diagnosis:9ccs216:Nerv cong an:0.089 Newborn Diagnosis:9ccs221:Resp distres:0.089 Diagnosis:9ccs117:Ot circul dx:0.083 Diagnosis:9ccs205:Back problem:0.070 Diagnosis:9ccs212:Ot bone dx:0.070 Vital: HC Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs204:Ot joint dx:-0.137 Diagnosis:9ccs242:Poisn ot med:-0.137 Diagnosis:9ccs251:Abdomnl pain:-0.100 Diagnosis:9ccs167:Breast dx:-0.097 Newborn Diagnosis:9ccs213:Cardiac anom:0.085 Diagnosis:9ccs3:Oth bact inf:0.074 Diagnosis:9ccs151:Oth liver dx:0.053 Diagnosis:9ccs259:Unclassified:0.051 Diagnosis:9ccs257:Ot aftercare:0.051 Diagnosis:9ccs134:Ot uppr resp:0.049 Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs3:Oth bact inf:1.000 Number of Visits:0.094 Diagnosis:9ccs159:UTI:0.085 Diagnosis:9ccs200:Oth skin dx:0.074 Diagnosis:9ccs257:Ot aftercare:0.073 Diagnosis:9ccs92:Otitis media:0.057 Diagnosis:9ccs154:Gastroent:0.056 Diagnosis:9ccs250:Nausea/vomit:0.051 Diagnosis:9ccs125:Bronchitis:0.049 Diagnosis:9ccs124:Tonsillitis:0.047 Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.623 [0.144 2.701] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs211:Ot conn tiss:1.000 Diagnosis:9ccs204:Ot joint dx:0.163 Diagnosis:9ccs208:Acq foot def:0.127 Newborn Diagnosis:9ccs96:Hrt valve dx:0.111 Newborn Diagnosis:9ccs217:Ot cong anom:0.107 Diagnosis:9ccs147:Anal/rectal:0.102 Diagnosis:9ccs74:Ot mentl cnd:0.083 Diagnosis:9ccs198:Ot infl skin:0.081 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.079 Diagnosis:9ccs216:Nerv cong an:0.072 Diagnosis:9ccs167:Breast dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.431 [0.056 3.310] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs167:Breast dx:1.000 Diagnosis:9ccs48:Thyroid dsor:0.104 Diagnosis:9ccs204:Ot joint dx:0.096 Diagnosis:9ccs242:Poisn ot med:0.096 Diagnosis:9ccs168:PID:0.089 Newborn Diagnosis:9ccs221:Resp distres:0.089 Diagnosis:9ccs51:Ot endo dsor:0.070 Diagnosis:9ccs251:Abdomnl pain:0.067 Diagnosis:9ccs140:Gastritis:0.064 Newborn Diagnosis:9ccs213:Cardiac anom:0.059 Newborn Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs213:Cardiac anom:0.330 Diagnosis:9ccs96:Hrt valve dx:0.181 Newborn Diagnosis:9ccs200:Oth skin dx:0.089 Diagnosis:9ccs59:Anemia:0.084 Newborn Diagnosis:9ccs221:Resp distres:0.082 Newborn Diagnosis:9ccs253:Allergy:0.072 Diagnosis:9ccs212:Ot bone dx:0.065 Diagnosis:9ccs91:Other eye dx:0.059 Newborn Diagnosis:9ccs96:Hrt valve dx:0.059 Diagnosis:9ccs212:Ot bone dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.128 [0.246 5.176] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs212:Ot bone dx:1.000 Diagnosis:9ccs62:Coag/hemr dx:0.125 Diagnosis:9ccs209:Ot acq defor:0.095 Diagnosis:9ccs89:Blindness:0.090 Diagnosis:9ccs51:Ot endo dsor:0.077 Newborn Diagnosis:9ccs96:Hrt valve dx:0.070 Newborn Diagnosis:9ccs222:Perint jaund:0.066 Newborn Diagnosis:9ccs213:Cardiac anom:0.065 Newborn Diagnosis:9ccs223:Birth trauma:0.058 Diagnosis:9ccs223:Birth trauma:0.056 Diagnosis:9ccs64:Ot hematl dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs64:Ot hematl dx:1.000 Diagnosis:9ccs61:Sickle cell:0.232 Diagnosis:9ccs62:Coag/hemr dx:0.155 Newborn Diagnosis:9ccs253:Allergy:0.107 Diagnosis:9ccs59:Anemia:0.075 Diagnosis:9ccs154:Gastroent:0.065 Diagnosis:9ccs234:Crush injury:0.063 Diagnosis:9ccs2603:E Codes: Fall:0.053 Diagnosis:9ccs89:Blindness:0.053 Diagnosis:9ccs259:Unclassified:0.051 Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.400 [0.052 3.055] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs55:Fluid/elc dx:1.000 Diagnosis:9ccs204:Ot joint dx:0.092 Diagnosis:9ccs242:Poisn ot med:0.092 Diagnosis:9ccs219:Low birth wt:0.091 Diagnosis:9ccs239:Superfic inj:0.081 Diagnosis:9ccs89:Blindness:0.078 Diagnosis:9ccs259:Unclassified:0.076 Diagnosis:9ccs243:Poisn nonmed:0.075 Diagnosis:9ccs95:Oth nerv dx:0.066 Diagnosis:9ccs94:Other ear dx:0.065 Diagnosis:9ccs76:Meningitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.938 [0.209 4.218] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs76:Meningitis:1.000 Lab:323825 STREP SCREEN THROAT - Sunrise:0.208 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.120 Diagnosis:9ccs224:Ot perint dx:0.091 Number of Visits:0.087 Diagnosis:9ccs243:Poisn nonmed:0.078 Lab:292495 LEAD LEVEL - Sunrise:-0.072 Lab:295669 BILIRUBIN DIRECT - LMC:-0.072 Diagnosis:9ccs59:Anemia:0.070 Diagnosis:9ccs140:Gastritis:0.064 Newborn Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.507 Correlated most with: Newborn Diagnosis:9ccs95:Oth nerv dx:1.000 Diagnosis:9ccs216:Nerv cong an:0.155 Diagnosis:9ccs2603:E Codes: Fall:0.150 Newborn Diagnosis:9ccs224:Ot perint dx:0.085 Diagnosis:9ccs10:Immuniz/scrn:-0.062 Diagnosis:9ccs95:Oth nerv dx:0.061 Diagnosis:9ccs138:Esophgeal dx:0.051 Diagnosis:9ccs257:Ot aftercare:-0.047 Diagnosis:9ccs255:Social admin:-0.038 Diagnosis:9ccs250:Nausea/vomit:0.036 Vital: BP-avg19to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs2:Septicemia:-0.124 Diagnosis:9ccs159:UTI:0.085 Diagnosis:9ccs58:Ot nutrit dx:0.083 Diagnosis:9ccs224:Ot perint dx:-0.082 Diagnosis:9ccs83:Epilepsy/cnv:-0.074 Diagnosis:9ccs208:Acq foot def:0.068 Diagnosis:9ccs135:Intest infct:-0.054 Diagnosis:9ccs253:Allergy:-0.053 Diagnosis:9ccs59:Anemia:-0.051 Diagnosis:9ccs211:Ot conn tiss:0.051 Vital: HC Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs0:No DX:-0.088 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.085 Diagnosis:10ccs58:Ot nutrit dx:0.079 Diagnosis:9ccs134:Ot uppr resp:0.074 Diagnosis:9ccs216:Nerv cong an:-0.067 Diagnosis:9ccs3:Oth bact inf:-0.067 Diagnosis:9ccs257:Ot aftercare:-0.065 Diagnosis:9ccs214:GI cong anom:-0.057 Diagnosis:9ccs7:Viral infect:-0.051 Diagnosis:9ccs250:Nausea/vomit:-0.047 Diagnosis:9ccs175:Ot femal gen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs175:Ot femal gen:1.000 Diagnosis:9ccs240:Burns:0.104 Diagnosis:9ccs163:Other GU dx:0.104 Diagnosis:9ccs251:Abdomnl pain:0.100 Diagnosis:9ccs215:gu cong anom:0.089 Diagnosis:9ccs161:Ot dx kidney:0.086 Diagnosis:10ccs58:Ot nutrit dx:0.081 Diagnosis:9ccs198:Ot infl skin:0.063 Diagnosis:9ccs2603:E Codes: Fall:0.058 Diagnosis:9ccs92:Otitis media:0.055 Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.803 [0.181 3.555] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs215:gu cong anom:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.245 Newborn Diagnosis:9ccs253:Allergy:0.152 Diagnosis:9ccs163:Other GU dx:0.137 Diagnosis:9ccs2:Septicemia:0.097 Diagnosis:9ccs143:Abdom hernia:0.092 Diagnosis:9ccs175:Ot femal gen:0.089 Diagnosis:9ccs219:Low birth wt:0.087 Diagnosis:9ccs168:PID:0.082 Newborn Diagnosis:9ccs221:Resp distres:0.082 Diagnosis:9ccs240:Burns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs240:Burns:1.000 Diagnosis:9ccs127:COPD:0.117 Diagnosis:9ccs2:Septicemia:0.113 Diagnosis:9ccs175:Ot femal gen:0.104 Diagnosis:9ccs141:Ot dx stomch:0.085 Diagnosis:9ccs133:Oth low resp:0.082 Diagnosis:9ccs239:Superfic inj:0.072 Diagnosis:9ccs128:Asthma:0.066 Diagnosis:9ccs153:GI hemorrhag:0.062 Diagnosis:9ccs155:Other GI dx:0.061 Diagnosis:9ccs51:Ot endo dsor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs51:Ot endo dsor:1.000 Diagnosis:9ccs48:Thyroid dsor:0.113 Diagnosis:9ccs217:Ot cong anom:0.099 Diagnosis:9ccs209:Ot acq defor:0.095 Diagnosis:9ccs208:Acq foot def:0.081 Diagnosis:9ccs212:Ot bone dx:0.077 Diagnosis:9ccs167:Breast dx:0.070 Diagnosis:9ccs128:Asthma:0.066 Diagnosis:9ccs83:Epilepsy/cnv:0.062 Diagnosis:9ccs253:Allergy:0.057 Diagnosis:9ccs140:Gastritis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs140:Gastritis:1.000 Diagnosis:9ccs136:Teeth dx:0.096 Diagnosis:9ccs219:Low birth wt:0.095 Newborn Diagnosis:9ccs221:Resp distres:0.089 Lab:295669 BILIRUBIN DIRECT - LMC:-0.082 Diagnosis:9ccs7:Viral infect:0.080 Diagnosis:9ccs151:Oth liver dx:0.079 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.067 Diagnosis:9ccs91:Other eye dx:0.067 Diagnosis:9ccs217:Ot cong anom:0.064 Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs117:Ot circul dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.310 Diagnosis:9ccs96:Hrt valve dx:0.230 Diagnosis:9ccs205:Back problem:0.091 Newborn Diagnosis:9ccs96:Hrt valve dx:0.083 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.057 Diagnosis:9ccs124:Tonsillitis:0.051 Diagnosis:9ccs8:Oth infectns:0.051 Diagnosis:9ccs258:Other screen:0.051 Diagnosis:9ccs200:Oth skin dx:-0.045 Newborn Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs0:No DX:1.000 Newborn Diagnosis:9ccs94:Other ear dx:-0.294 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.234 Diagnosis:9ccs214:GI cong anom:0.125 Diagnosis:9ccs209:Ot acq defor:0.075 Diagnosis:9ccs2603:E Codes: Fall:0.071 Diagnosis:9ccs126:Ot up rsp in:-0.040 Diagnosis:9ccs255:Social admin:-0.038 Newborn Diagnosis:9ccs224:Ot perint dx:-0.035 Diagnosis:9ccs253:Allergy:0.033 Vital: HC Percentile-avg7to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs238:Complic proc:-0.367 Diagnosis:9ccs204:Ot joint dx:0.161 Diagnosis:9ccs242:Poisn ot med:0.161 Diagnosis:9ccs95:Oth nerv dx:-0.128 Diagnosis:9ccs143:Abdom hernia:-0.119 Diagnosis:9ccs251:Abdomnl pain:0.118 Diagnosis:9ccs167:Breast dx:0.114 Newborn Diagnosis:9ccs94:Other ear dx:0.111 Diagnosis:9ccs138:Esophgeal dx:-0.111 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.089 Vital: HC Percentile-gain5to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.514 Correlated most with: Diagnosis:9ccs3:Oth bact inf:0.124 Diagnosis:9ccs163:Other GU dx:0.114 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.101 Diagnosis:9ccs238:Complic proc:-0.084 Diagnosis:9ccs216:Nerv cong an:-0.080 Diagnosis:9ccs8:Oth infectns:0.071 Diagnosis:9ccs198:Ot infl skin:0.060 Diagnosis:9ccs138:Esophgeal dx:-0.056 Diagnosis:9ccs94:Other ear dx:0.050 Diagnosis:9ccs7:Viral infect:-0.050 Diagnosis:9ccs208:Acq foot def | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs208:Acq foot def:1.000 Diagnosis:9ccs95:Oth nerv dx:0.129 Diagnosis:9ccs211:Ot conn tiss:0.127 Diagnosis:9ccs216:Nerv cong an:0.102 Diagnosis:9ccs209:Ot acq defor:0.101 Diagnosis:9ccs51:Ot endo dsor:0.081 Newborn Diagnosis:9ccs217:Ot cong anom:0.071 Diagnosis:9ccs259:Unclassified:0.067 Diagnosis:9ccs198:Ot infl skin:0.063 Diagnosis:9ccs92:Otitis media:0.063 Newborn Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs200:Oth skin dx:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.122 Diagnosis:9ccs95:Oth nerv dx:0.108 Newborn Diagnosis:9ccs219:Low birth wt:0.100 Newborn Diagnosis:9ccs213:Cardiac anom:0.089 Diagnosis:9ccs255:Social admin:-0.071 Newborn Diagnosis:9ccs224:Ot perint dx:0.060 Newborn Diagnosis:9ccs256:Exam/eval:0.060 Diagnosis:9ccs92:Otitis media:-0.056 Diagnosis:9ccs74:Ot mentl cnd:0.046 Vital: HC Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs238:Complic proc:-0.304 Diagnosis:9ccs3:Oth bact inf:0.144 Diagnosis:9ccs95:Oth nerv dx:-0.106 Diagnosis:9ccs143:Abdom hernia:-0.099 Diagnosis:9ccs204:Ot joint dx:-0.091 Diagnosis:9ccs242:Poisn ot med:-0.091 Newborn Diagnosis:9ccs0:No DX:0.090 Newborn Diagnosis:9ccs219:Low birth wt:-0.081 Diagnosis:9ccs197:Skin infectn:-0.078 Diagnosis:9ccs59:Anemia:-0.075 Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs216:Nerv cong an:1.000 Newborn Diagnosis:9ccs95:Oth nerv dx:0.155 Diagnosis:9ccs208:Acq foot def:0.102 Diagnosis:9ccs217:Ot cong anom:0.101 Diagnosis:9ccs95:Oth nerv dx:0.100 Newborn Diagnosis:9ccs96:Hrt valve dx:0.089 Diagnosis:9ccs83:Epilepsy/cnv:0.079 Diagnosis:9ccs155:Other GI dx:0.076 Diagnosis:9ccs211:Ot conn tiss:0.072 Diagnosis:9ccs127:COPD:0.068 Diagnosis:9ccs238:Complic proc | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs238:Complic proc:1.000 Diagnosis:9ccs138:Esophgeal dx:0.112 Diagnosis:9ccs83:Epilepsy/cnv:0.104 Diagnosis:9ccs74:Ot mentl cnd:0.100 Diagnosis:9ccs234:Crush injury:0.084 Newborn Diagnosis:9ccs219:Low birth wt:0.078 Newborn Diagnosis:9ccs256:Exam/eval:0.076 Diagnosis:9ccs209:Ot acq defor:0.075 Diagnosis:9ccs90:Eye infectn:0.072 Diagnosis:9ccs256:Exam/eval:0.066 Vital: HC Percentile-gain7to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs204:Ot joint dx:-0.148 Diagnosis:9ccs242:Poisn ot med:-0.148 Diagnosis:9ccs3:Oth bact inf:-0.121 Diagnosis:9ccs251:Abdomnl pain:-0.109 Newborn Diagnosis:9ccs95:Oth nerv dx:0.106 Diagnosis:9ccs167:Breast dx:-0.105 Diagnosis:9ccs238:Complic proc:0.096 Diagnosis:9ccs216:Nerv cong an:0.084 Diagnosis:9ccs8:Oth infectns:-0.069 Newborn Diagnosis:9ccs96:Hrt valve dx:0.067 Diagnosis:9ccs205:Back problem | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs205:Back problem:1.000 Diagnosis:9ccs168:PID:0.200 Diagnosis:9ccs224:Ot perint dx:0.140 Number of Visits:0.101 Diagnosis:9ccs117:Ot circul dx:0.091 Diagnosis:9ccs89:Blindness:0.090 Newborn Diagnosis:9ccs253:Allergy:0.085 Diagnosis:9ccs257:Ot aftercare:0.083 Diagnosis:9ccs94:Other ear dx:0.079 Diagnosis:9ccs163:Other GU dx:0.077 Vital: HC Percentile-gain3to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.491 Correlated most with: Newborn Diagnosis:9ccs95:Oth nerv dx:0.127 Diagnosis:9ccs216:Nerv cong an:0.100 Diagnosis:9ccs163:Other GU dx:-0.088 Diagnosis:10ccs58:Ot nutrit dx:-0.077 Diagnosis:9ccs7:Viral infect:0.067 Diagnosis:9ccs258:Other screen:-0.060 Diagnosis:9ccs2603:E Codes: Fall:-0.059 Diagnosis:9ccs8:Oth infectns:-0.057 Diagnosis:9ccs90:Eye infectn:0.048 Diagnosis:9ccs124:Tonsillitis:0.047 Diagnosis:9ccs61:Sickle cell | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs61:Sickle cell:1.000 Diagnosis:9ccs64:Ot hematl dx:0.232 Diagnosis:9ccs259:Unclassified:0.111 Newborn Diagnosis:9ccs256:Exam/eval:0.082 Diagnosis:9ccs198:Ot infl skin:0.075 Lab:295669 BILIRUBIN DIRECT - LMC:0.070 Diagnosis:9ccs239:Superfic inj:0.062 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.045 Diagnosis:9ccs135:Intest infct:-0.040 Diagnosis:9ccs125:Bronchitis:-0.040 Diagnosis:9ccs2:Septicemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2:Septicemia:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.132 Diagnosis:9ccs240:Burns:0.113 Diagnosis:9ccs215:gu cong anom:0.097 Diagnosis:9ccs83:Epilepsy/cnv:0.094 Diagnosis:9ccs197:Skin infectn:0.079 Diagnosis:9ccs89:Blindness:0.064 Diagnosis:9ccs122:Pneumonia:0.060 Diagnosis:9ccs256:Exam/eval:0.058 Diagnosis:9ccs4:Mycoses:0.044 Diagnosis:9ccs141:Ot dx stomch | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:1.000 Diagnosis:9ccs250:Nausea/vomit:0.120 Newborn Diagnosis:9ccs215:gu cong anom:0.100 Diagnosis:9ccs240:Burns:0.085 Diagnosis:9ccs215:gu cong anom:0.072 Diagnosis:9ccs138:Esophgeal dx:0.072 Diagnosis:9ccs224:Ot perint dx:0.071 Diagnosis:9ccs161:Ot dx kidney:0.070 Diagnosis:9ccs136:Teeth dx:0.065 Diagnosis:9ccs155:Other GI dx:0.059 Newborn Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs215:gu cong anom:1.000 Diagnosis:9ccs161:Ot dx kidney:0.400 Diagnosis:9ccs215:gu cong anom:0.245 Diagnosis:9ccs2:Septicemia:0.132 Newborn Diagnosis:9ccs200:Oth skin dx:0.122 Diagnosis:9ccs141:Ot dx stomch:0.100 Diagnosis:9ccs223:Birth trauma:0.067 Diagnosis:9ccs234:Crush injury:0.058 Number of Visits:0.055 Diagnosis:9ccs257:Ot aftercare:0.051 Diagnosis:9ccs63:Wht blood dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs63:Wht blood dx:1.000 Diagnosis:9ccs209:Ot acq defor:0.121 Newborn Diagnosis:9ccs221:Resp distres:0.121 Diagnosis:9ccs168:PID:0.121 Diagnosis:9ccs159:UTI:0.099 Diagnosis:9ccs143:Abdom hernia:0.091 Diagnosis:9ccs161:Ot dx kidney:0.079 Diagnosis:9ccs257:Ot aftercare:0.062 MatDeliveryAge:0.043 Diagnosis:9ccs217:Ot cong anom:0.040 Lab:321981 BILIRUBIN TOTAL - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.507 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:1.000 Diagnosis:9ccs47:Ot bnign neo:-0.104 Diagnosis:9ccs222:Perint jaund:0.077 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.065 Diagnosis:9ccs217:Ot cong anom:-0.054 Diagnosis:9ccs239:Superfic inj:-0.053 Diagnosis:9ccs200:Oth skin dx:-0.045 Diagnosis:9ccs247:Lymph enlarg:0.040 Diagnosis:9ccs138:Esophgeal dx:0.039 Diagnosis:9ccs209:Ot acq defor:-0.037 Vital: HC Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:-0.292 Diagnosis:9ccs138:Esophgeal dx:-0.108 Diagnosis:9ccs250:Nausea/vomit:-0.100 Diagnosis:9ccs74:Ot mentl cnd:-0.082 Diagnosis:9ccs133:Oth low resp:-0.071 Newborn Diagnosis:9ccs222:Perint jaund:-0.068 Diagnosis:9ccs198:Ot infl skin:-0.066 Diagnosis:9ccs58:Ot nutrit dx:-0.063 Diagnosis:9ccs134:Ot uppr resp:-0.059 Diagnosis:10ccs58:Ot nutrit dx:0.045 Vital: HC Percentile-gain10to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.516 Correlated most with: Diagnosis:9ccs204:Ot joint dx:0.133 Diagnosis:9ccs242:Poisn ot med:0.133 Diagnosis:9ccs251:Abdomnl pain:0.098 Diagnosis:9ccs167:Breast dx:0.094 Diagnosis:9ccs238:Complic proc:-0.090 Diagnosis:9ccs153:GI hemorrhag:0.086 Newborn Diagnosis:9ccs223:Birth trauma:0.081 Diagnosis:9ccs154:Gastroent:0.072 Diagnosis:9ccs219:Low birth wt:0.065 Diagnosis:9ccs143:Abdom hernia:-0.063 Diagnosis:9ccs242:Poisn ot med | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs242:Poisn ot med:1.000 Diagnosis:9ccs204:Ot joint dx:0.283 Diagnosis:9ccs243:Poisn nonmed:0.115 Diagnosis:9ccs163:Other GU dx:0.104 Diagnosis:9ccs251:Abdomnl pain:0.100 Diagnosis:9ccs167:Breast dx:0.096 Diagnosis:9ccs259:Unclassified:0.093 Diagnosis:9ccs55:Fluid/elc dx:0.092 Newborn Diagnosis:9ccs223:Birth trauma:0.081 Diagnosis:9ccs154:Gastroent:0.070 Lab:306605 BILIRUBIN DIRECT - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.507 Correlated most with: Lab:306605 BILIRUBIN DIRECT - Sunrise:1.000 Diagnosis:9ccs247:Lymph enlarg:0.206 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.105 Diagnosis:9ccs47:Ot bnign neo:-0.097 Diagnosis:9ccs138:Esophgeal dx:-0.070 Newborn Diagnosis:9ccs259:Unclassified:0.066 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.065 Diagnosis:9ccs0:No DX:0.062 Diagnosis:9ccs126:Ot up rsp in:0.054 Diagnosis:9ccs217:Ot cong anom:-0.050 Vital: HC Percentile-avg5to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs239:Superfic inj:-0.080 Newborn Diagnosis:9ccs95:Oth nerv dx:0.068 Diagnosis:9ccs10:Immuniz/scrn:0.060 Diagnosis:9ccs216:Nerv cong an:0.054 Diagnosis:9ccs204:Ot joint dx:0.050 Diagnosis:9ccs242:Poisn ot med:0.050 Newborn Diagnosis:9ccs224:Ot perint dx:-0.040 Diagnosis:9ccs251:Abdomnl pain:0.036 Diagnosis:9ccs167:Breast dx:0.035 Diagnosis:9ccs7:Viral infect:0.035 Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:1.000 Diagnosis:9ccs83:Epilepsy/cnv:0.193 Diagnosis:9ccs51:Ot endo dsor:0.113 Diagnosis:9ccs167:Breast dx:0.104 Diagnosis:9ccs247:Lymph enlarg:0.075 Number of Visits:0.071 Diagnosis:9ccs7:Viral infect:0.070 Diagnosis:9ccs124:Tonsillitis:0.066 Diagnosis:9ccs59:Anemia:0.056 Newborn Diagnosis:9ccs217:Ot cong anom:0.047 Diagnosis:9ccs204:Ot joint dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs204:Ot joint dx:1.000 Diagnosis:9ccs242:Poisn ot med:0.283 Diagnosis:9ccs211:Ot conn tiss:0.163 Lab:292495 LEAD LEVEL - Sunrise:0.103 Diagnosis:9ccs251:Abdomnl pain:0.100 Diagnosis:9ccs167:Breast dx:0.096 Diagnosis:9ccs55:Fluid/elc dx:0.092 Diagnosis:9ccs224:Ot perint dx:0.090 Diagnosis:9ccs239:Superfic inj:0.076 Diagnosis:9ccs133:Oth low resp:0.065 Vital: Wt for Len Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.489 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:0.068 Newborn Diagnosis:9ccs253:Allergy:0.060 Diagnosis:9ccs256:Exam/eval:-0.058 Diagnosis:9ccs258:Other screen:-0.057 Diagnosis:9ccs215:gu cong anom:0.048 Diagnosis:9ccs92:Otitis media:0.037 Diagnosis:9ccs155:Other GI dx:0.032 MatDeliveryAge:0.031 Diagnosis:9ccs7:Viral infect:0.028 Diagnosis:9ccs224:Ot perint dx:0.026 Diagnosis:9ccs214:GI cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs214:GI cong anom:1.000 Newborn Diagnosis:9ccs0:No DX:0.125 Number of Visits:0.101 Diagnosis:9ccs239:Superfic inj:0.097 Diagnosis:9ccs258:Other screen:0.094 Diagnosis:9ccs133:Oth low resp:0.082 Diagnosis:9ccs136:Teeth dx:0.081 Diagnosis:9ccs4:Mycoses:0.063 Diagnosis:9ccs200:Oth skin dx:0.059 Diagnosis:9ccs198:Ot infl skin:0.058 Lab:323825 STREP SCREEN THROAT - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:1.000 Diagnosis:9ccs76:Meningitis:0.208 Newborn Diagnosis:9ccs221:Resp distres:-0.117 Diagnosis:9ccs159:UTI:0.084 Diagnosis:9ccs211:Ot conn tiss:-0.079 Diagnosis:9ccs128:Asthma:0.078 Diagnosis:9ccs250:Nausea/vomit:-0.072 Diagnosis:9ccs59:Anemia:0.070 Diagnosis:9ccs94:Other ear dx:0.069 Diagnosis:9ccs239:Superfic inj:0.066 Newborn Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.411 [0.298 6.685] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs253:Allergy:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.240 Newborn Diagnosis:9ccs221:Resp distres:0.220 Newborn Diagnosis:9ccs222:Perint jaund:0.154 Diagnosis:9ccs215:gu cong anom:0.152 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.122 Newborn Diagnosis:9ccs94:Other ear dx:-0.115 Newborn Diagnosis:9ccs256:Exam/eval:0.108 Diagnosis:9ccs64:Ot hematl dx:0.107 Diagnosis:9ccs205:Back problem:0.085 Vital: HC Percentile-avg10to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs238:Complic proc:-0.305 Diagnosis:9ccs95:Oth nerv dx:-0.106 Newborn Diagnosis:9ccs96:Hrt valve dx:0.096 Newborn Diagnosis:9ccs94:Other ear dx:0.093 Diagnosis:9ccs138:Esophgeal dx:-0.093 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.075 Newborn Diagnosis:9ccs219:Low birth wt:-0.070 Diagnosis:9ccs140:Gastritis:0.069 Newborn Diagnosis:9ccs256:Exam/eval:-0.069 Diagnosis:9ccs74:Ot mentl cnd:-0.059 * Vital: HC Percentile-gain13to19 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 11.346 [1.025 125.601] | indivs AUC:0.507 Correlated most with: Newborn Diagnosis:9ccs95:Oth nerv dx:-0.139 Diagnosis:9ccs216:Nerv cong an:-0.110 Diagnosis:9ccs163:Other GU dx:-0.082 Diagnosis:9ccs153:GI hemorrhag:-0.077 Newborn Diagnosis:9ccs223:Birth trauma:-0.073 Diagnosis:9ccs138:Esophgeal dx:0.073 Diagnosis:9ccs154:Gastroent:-0.065 Diagnosis:9ccs219:Low birth wt:-0.056 Diagnosis:9ccs256:Exam/eval:0.051 Newborn Diagnosis:9ccs224:Ot perint dx:-0.049 Vital: HC Percentile-avg13to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs163:Other GU dx:-0.238 Diagnosis:9ccs219:Low birth wt:-0.163 Diagnosis:9ccs204:Ot joint dx:0.117 Diagnosis:9ccs242:Poisn ot med:0.117 Diagnosis:9ccs224:Ot perint dx:-0.111 Diagnosis:9ccs113:Late eff CVD:-0.092 Diagnosis:9ccs159:UTI:-0.089 Diagnosis:9ccs251:Abdomnl pain:0.086 Newborn Diagnosis:9ccs219:Low birth wt:-0.084 Diagnosis:9ccs167:Breast dx:0.083 Vital: Wt for Len Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.507 Correlated most with: Lab:297262 HEMOGLOBIN (HEMOCUE):0.133 Newborn Diagnosis:9ccs221:Resp distres:0.095 Newborn Diagnosis:9ccs253:Allergy:0.085 Diagnosis:9ccs239:Superfic inj:-0.068 Diagnosis:9ccs215:gu cong anom:0.067 Diagnosis:9ccs197:Skin infectn:-0.065 Diagnosis:9ccs90:Eye infectn:0.046 Diagnosis:9ccs155:Other GI dx:0.044 MatDeliveryAge:0.044 Diagnosis:9ccs224:Ot perint dx:0.036 Newborn Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.272 Newborn Diagnosis:9ccs253:Allergy:0.220 Newborn Diagnosis:9ccs256:Exam/eval:0.197 Newborn Diagnosis:9ccs222:Perint jaund:0.149 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.140 Diagnosis:9ccs63:Wht blood dx:0.121 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.117 Diagnosis:9ccs140:Gastritis:0.089 Diagnosis:9ccs167:Breast dx:0.089 Vital: HC Percentile-gain16to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:0.447 Diagnosis:9ccs163:Other GU dx:0.167 Diagnosis:9ccs76:Meningitis:0.155 Diagnosis:9ccs204:Ot joint dx:-0.111 Diagnosis:9ccs242:Poisn ot med:-0.111 Diagnosis:9ccs94:Other ear dx:0.103 Diagnosis:9ccs251:Abdomnl pain:-0.082 Diagnosis:9ccs167:Breast dx:-0.079 Diagnosis:9ccs159:UTI:0.063 Diagnosis:9ccs128:Asthma:0.058 Vital : 0.946662490025 MatDeliveryAge : 0.0089231357481 Number of Visits : 0.00851864350426 Diagnosis : 0.0294475476065 Lab : 0.00234046313057 Newborn Diagnosis : 0.0041077199855 Time to run analysis 0:09:51.031833 Total Time elapsed 16:17:20.544496 ----------------------------------------------------- girls min_5 no_wt_bmi lasso regression Running batch 1 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 8, alpha = 0.001, R^2 train: 0.792, R^2 test: -2.504 Bootstrap CV 8, alpha = 0.005, R^2 train: 0.592, R^2 test: -0.702 Bootstrap CV 8, alpha = 0.01, R^2 train: 0.426, R^2 test: -0.270 Bootstrap CV 8, alpha = 0.1, R^2 train: 0.025, R^2 test: 0.008 best alpha via bootstrap CV: 0.1 AUC Train: 0.660, Explained Variance Score Train: 0.025 AUC Validation: 0.488, Explained Variance Score Validation: 0.008 AUC Test: 0.536, Explained Variance Score Test: 0.007 Bootstrap CV 13, alpha = 0.001, R^2 train: 0.881, R^2 test: -0.999 Bootstrap CV 13, alpha = 0.005, R^2 train: 0.674, R^2 test: -0.296 Bootstrap CV 13, alpha = 0.01, R^2 train: 0.518, R^2 test: -0.121 Bootstrap CV 13, alpha = 0.1, R^2 train: 0.070, R^2 test: 0.006 best alpha via bootstrap CV: 0.1 AUC Train: 0.723, Explained Variance Score Train: 0.070 AUC Validation: 0.521, Explained Variance Score Validation: 0.015 AUC Test: 0.617, Explained Variance Score Test: 0.035 Bootstrap CV 7, alpha = 0.001, R^2 train: 0.874, R^2 test: -2.471 Bootstrap CV 7, alpha = 0.005, R^2 train: 0.713, R^2 test: -1.020 Bootstrap CV 7, alpha = 0.01, R^2 train: 0.594, R^2 test: -0.575 Bootstrap CV 7, alpha = 0.1, R^2 train: 0.087, R^2 test: -0.097 best alpha via bootstrap CV: 0.1 AUC Train: 0.724, Explained Variance Score Train: 0.087 AUC Validation: 0.475, Explained Variance Score Validation: -0.089 AUC Test: 0.547, Explained Variance Score Test: -0.032 Bootstrap CV 0, alpha = 0.001, R^2 train: 0.890, R^2 test: -1.336 Bootstrap CV 0, alpha = 0.005, R^2 train: 0.647, R^2 test: -0.292 Bootstrap CV 0, alpha = 0.01, R^2 train: 0.499, R^2 test: -0.195 Bootstrap CV 0, alpha = 0.1, R^2 train: 0.020, R^2 test: 0.002 best alpha via bootstrap CV: 0.1 AUC Train: 0.686, Explained Variance Score Train: 0.020 AUC Validation: 0.454, Explained Variance Score Validation: 0.003 AUC Test: 0.488, Explained Variance Score Test: -0.005 Bootstrap CV 5, alpha = 0.001, R^2 train: 0.926, R^2 test: -1.884 Bootstrap CV 5, alpha = 0.005, R^2 train: 0.737, R^2 test: -0.695 Bootstrap CV 5, alpha = 0.01, R^2 train: 0.570, R^2 test: -0.409 Bootstrap CV 5, alpha = 0.1, R^2 train: 0.020, R^2 test: 0.006 best alpha via bootstrap CV: 0.1 AUC Train: 0.725, Explained Variance Score Train: 0.020 AUC Validation: 0.511, Explained Variance Score Validation: 0.008 AUC Test: 0.574, Explained Variance Score Test: 0.015 Bootstrap CV 3, alpha = 0.001, R^2 train: 0.901, R^2 test: -1.649 Bootstrap CV 3, alpha = 0.005, R^2 train: 0.728, R^2 test: -0.342 Bootstrap CV 3, alpha = 0.01, R^2 train: 0.601, R^2 test: -0.104 Bootstrap CV 3, alpha = 0.1, R^2 train: 0.065, R^2 test: 0.011 best alpha via bootstrap CV: 0.1 AUC Train: 0.681, Explained Variance Score Train: 0.065 AUC Validation: 0.531, Explained Variance Score Validation: 0.012 AUC Test: 0.550, Explained Variance Score Test: 0.007 Bootstrap CV 11, alpha = 0.001, R^2 train: 0.834, R^2 test: -1.312 Bootstrap CV 11, alpha = 0.005, R^2 train: 0.612, R^2 test: -0.080 Bootstrap CV 11, alpha = 0.01, R^2 train: 0.471, R^2 test: 0.016 Bootstrap CV 11, alpha = 0.1, R^2 train: 0.023, R^2 test: -0.014 best alpha via bootstrap CV: 0.1 AUC Train: 0.709, Explained Variance Score Train: 0.023 AUC Validation: 0.700, Explained Variance Score Validation: 0.016 AUC Test: 0.625, Explained Variance Score Test: 0.012 Bootstrap CV 10, alpha = 0.001, R^2 train: 0.836, R^2 test: -1.719 Bootstrap CV 10, alpha = 0.005, R^2 train: 0.622, R^2 test: -0.414 Bootstrap CV 10, alpha = 0.01, R^2 train: 0.441, R^2 test: -0.093 Bootstrap CV 10, alpha = 0.1, R^2 train: 0.068, R^2 test: 0.006 best alpha via bootstrap CV: 0.1 AUC Train: 0.669, Explained Variance Score Train: 0.068 AUC Validation: 0.591, Explained Variance Score Validation: 0.030 AUC Test: 0.574, Explained Variance Score Test: 0.019 Bootstrap CV 1, alpha = 0.001, R^2 train: 0.860, R^2 test: -4.357 Bootstrap CV 1, alpha = 0.005, R^2 train: 0.595, R^2 test: -0.940 Bootstrap CV 1, alpha = 0.01, R^2 train: 0.434, R^2 test: -0.416 Bootstrap CV 1, alpha = 0.1, R^2 train: 0.038, R^2 test: -0.016 best alpha via bootstrap CV: 0.1 AUC Train: 0.714, Explained Variance Score Train: 0.038 AUC Validation: 0.522, Explained Variance Score Validation: -0.016 AUC Test: 0.572, Explained Variance Score Test: -0.001 Bootstrap CV 14, alpha = 0.001, R^2 train: 0.825, R^2 test: -1.772 Bootstrap CV 14, alpha = 0.005, R^2 train: 0.602, R^2 test: -0.405 Bootstrap CV 14, alpha = 0.01, R^2 train: 0.461, R^2 test: -0.202 Bootstrap CV 14, alpha = 0.1, R^2 train: 0.043, R^2 test: -0.025 best alpha via bootstrap CV: 0.1 AUC Train: 0.690, Explained Variance Score Train: 0.043 AUC Validation: 0.484, Explained Variance Score Validation: -0.003 AUC Test: 0.576, Explained Variance Score Test: 0.004 Bootstrap CV 15, alpha = 0.001, R^2 train: 0.895, R^2 test: -0.792 Bootstrap CV 15, alpha = 0.005, R^2 train: 0.686, R^2 test: -0.192 Bootstrap CV 15, alpha = 0.01, R^2 train: 0.479, R^2 test: 0.031 Bootstrap CV 15, alpha = 0.1, R^2 train: 0.045, R^2 test: -0.017 best alpha via bootstrap CV: 0.1 AUC Train: 0.618, Explained Variance Score Train: 0.045 AUC Validation: 0.355, Explained Variance Score Validation: -0.014 AUC Test: 0.585, Explained Variance Score Test: 0.018 Bootstrap CV 2, alpha = 0.001, R^2 train: 0.854, R^2 test: -1.773 Bootstrap CV 2, alpha = 0.005, R^2 train: 0.605, R^2 test: -0.291 Bootstrap CV 2, alpha = 0.01, R^2 train: 0.472, R^2 test: -0.043 Bootstrap CV 2, alpha = 0.1, R^2 train: 0.031, R^2 test: 0.004 best alpha via bootstrap CV: 0.1 AUC Train: 0.712, Explained Variance Score Train: 0.031 AUC Validation: 0.613, Explained Variance Score Validation: 0.009 AUC Test: 0.591, Explained Variance Score Test: 0.022 Bootstrap CV 4, alpha = 0.001, R^2 train: 0.814, R^2 test: -1.487 Bootstrap CV 4, alpha = 0.005, R^2 train: 0.609, R^2 test: -0.339 Bootstrap CV 4, alpha = 0.01, R^2 train: 0.453, R^2 test: -0.133 Bootstrap CV 4, alpha = 0.1, R^2 train: 0.035, R^2 test: 0.023 best alpha via bootstrap CV: 0.1 AUC Train: 0.689, Explained Variance Score Train: 0.035 AUC Validation: 0.543, Explained Variance Score Validation: 0.026 AUC Test: 0.549, Explained Variance Score Test: 0.015 Bootstrap CV 12, alpha = 0.001, R^2 train: 0.884, R^2 test: -0.574 Bootstrap CV 12, alpha = 0.005, R^2 train: 0.661, R^2 test: -0.193 Bootstrap CV 12, alpha = 0.01, R^2 train: 0.497, R^2 test: -0.013 Bootstrap CV 12, alpha = 0.1, R^2 train: 0.006, R^2 test: -0.001 best alpha via bootstrap CV: 0.1 AUC Train: 0.591, Explained Variance Score Train: 0.006 AUC Validation: 0.442, Explained Variance Score Validation: -0.001 AUC Test: 0.523, Explained Variance Score Test: 0.002 Bootstrap CV 6, alpha = 0.001, R^2 train: 0.844, R^2 test: -2.710 Bootstrap CV 6, alpha = 0.005, R^2 train: 0.649, R^2 test: -0.742 Bootstrap CV 6, alpha = 0.01, R^2 train: 0.504, R^2 test: -0.276 Bootstrap CV 6, alpha = 0.1, R^2 train: 0.047, R^2 test: -0.003 best alpha via bootstrap CV: 0.1 AUC Train: 0.664, Explained Variance Score Train: 0.047 AUC Validation: 0.578, Explained Variance Score Validation: -0.001 AUC Test: 0.567, Explained Variance Score Test: 0.014 Bootstrap CV 9, alpha = 0.001, R^2 train: 0.868, R^2 test: -3.139 Bootstrap CV 9, alpha = 0.005, R^2 train: 0.697, R^2 test: -1.298 Bootstrap CV 9, alpha = 0.01, R^2 train: 0.577, R^2 test: -0.677 Bootstrap CV 9, alpha = 0.1, R^2 train: 0.081, R^2 test: 0.052 best alpha via bootstrap CV: 0.1 AUC Train: 0.684, Explained Variance Score Train: 0.081 AUC Validation: 0.621, Explained Variance Score Validation: 0.052 AUC Test: 0.605, Explained Variance Score Test: 0.038 Running batch 2 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 26, alpha = 0.001, R^2 train: 0.818, R^2 test: -3.934 Bootstrap CV 26, alpha = 0.005, R^2 train: 0.630, R^2 test: -1.169 Bootstrap CV 26, alpha = 0.01, R^2 train: 0.466, R^2 test: -0.682 Bootstrap CV 26, alpha = 0.1, R^2 train: 0.043, R^2 test: -0.022 best alpha via bootstrap CV: 0.1 AUC Train: 0.740, Explained Variance Score Train: 0.043 AUC Validation: 0.475, Explained Variance Score Validation: -0.019 AUC Test: 0.521, Explained Variance Score Test: 0.002
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 16, alpha = 0.001, R^2 train: 0.799, R^2 test: -2.936 Bootstrap CV 16, alpha = 0.005, R^2 train: 0.609, R^2 test: -1.044 Bootstrap CV 16, alpha = 0.01, R^2 train: 0.448, R^2 test: -0.460 Bootstrap CV 16, alpha = 0.1, R^2 train: 0.020, R^2 test: -0.035 best alpha via bootstrap CV: 0.1 AUC Train: 0.588, Explained Variance Score Train: 0.020 AUC Validation: 0.401, Explained Variance Score Validation: -0.005 AUC Test: 0.576, Explained Variance Score Test: 0.005
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 30, alpha = 0.001, R^2 train: 0.856, R^2 test: -2.137 Bootstrap CV 30, alpha = 0.005, R^2 train: 0.655, R^2 test: -0.601 Bootstrap CV 30, alpha = 0.01, R^2 train: 0.527, R^2 test: -0.322 Bootstrap CV 30, alpha = 0.1, R^2 train: 0.031, R^2 test: 0.002 best alpha via bootstrap CV: 0.1 AUC Train: 0.630, Explained Variance Score Train: 0.031 AUC Validation: 0.437, Explained Variance Score Validation: 0.003 AUC Test: 0.536, Explained Variance Score Test: 0.008 Bootstrap CV 28, alpha = 0.001, R^2 train: 0.864, R^2 test: -3.940 Bootstrap CV 28, alpha = 0.005, R^2 train: 0.660, R^2 test: -0.603 Bootstrap CV 28, alpha = 0.01, R^2 train: 0.523, R^2 test: -0.273 Bootstrap CV 28, alpha = 0.1, R^2 train: 0.080, R^2 test: -0.032 best alpha via bootstrap CV: 0.1 AUC Train: 0.720, Explained Variance Score Train: 0.080 AUC Validation: 0.536, Explained Variance Score Validation: 0.001 AUC Test: 0.543, Explained Variance Score Test: 0.000 Bootstrap CV 24, alpha = 0.001, R^2 train: 0.843, R^2 test: -2.637 Bootstrap CV 24, alpha = 0.005, R^2 train: 0.679, R^2 test: -0.744 Bootstrap CV 24, alpha = 0.01, R^2 train: 0.537, R^2 test: -0.340 Bootstrap CV 24, alpha = 0.1, R^2 train: 0.012, R^2 test: -0.015 best alpha via bootstrap CV: 0.1 AUC Train: 0.594, Explained Variance Score Train: 0.012 AUC Validation: 0.482, Explained Variance Score Validation: 0.004 AUC Test: 0.587, Explained Variance Score Test: 0.017 Bootstrap CV 19, alpha = 0.001, R^2 train: 0.899, R^2 test: -1.946 Bootstrap CV 19, alpha = 0.005, R^2 train: 0.720, R^2 test: -0.518 Bootstrap CV 19, alpha = 0.01, R^2 train: 0.579, R^2 test: -0.293 Bootstrap CV 19, alpha = 0.1, R^2 train: 0.099, R^2 test: 0.004 best alpha via bootstrap CV: 0.1 AUC Train: 0.761, Explained Variance Score Train: 0.099 AUC Validation: 0.548, Explained Variance Score Validation: 0.051 AUC Test: 0.625, Explained Variance Score Test: 0.043 Bootstrap CV 29, alpha = 0.001, R^2 train: 0.884, R^2 test: -1.919 Bootstrap CV 29, alpha = 0.005, R^2 train: 0.696, R^2 test: -0.252 Bootstrap CV 29, alpha = 0.01, R^2 train: 0.561, R^2 test: -0.023 Bootstrap CV 29, alpha = 0.1, R^2 train: 0.096, R^2 test: 0.004 best alpha via bootstrap CV: 0.1 AUC Train: 0.662, Explained Variance Score Train: 0.096 AUC Validation: 0.518, Explained Variance Score Validation: 0.009 AUC Test: 0.546, Explained Variance Score Test: 0.019 Bootstrap CV 17, alpha = 0.001, R^2 train: 0.872, R^2 test: -3.415 Bootstrap CV 17, alpha = 0.005, R^2 train: 0.686, R^2 test: -0.807 Bootstrap CV 17, alpha = 0.01, R^2 train: 0.520, R^2 test: -0.469 Bootstrap CV 17, alpha = 0.1, R^2 train: 0.035, R^2 test: -0.051 best alpha via bootstrap CV: 0.1 AUC Train: 0.629, Explained Variance Score Train: 0.035 AUC Validation: 0.467, Explained Variance Score Validation: 0.007 AUC Test: 0.617, Explained Variance Score Test: 0.017 Bootstrap CV 20, alpha = 0.001, R^2 train: 0.834, R^2 test: -3.421 Bootstrap CV 20, alpha = 0.005, R^2 train: 0.637, R^2 test: -1.041 Bootstrap CV 20, alpha = 0.01, R^2 train: 0.513, R^2 test: -0.655 Bootstrap CV 20, alpha = 0.1, R^2 train: 0.130, R^2 test: -0.077 best alpha via bootstrap CV: 0.1 AUC Train: 0.720, Explained Variance Score Train: 0.130 AUC Validation: 0.408, Explained Variance Score Validation: -0.049 AUC Test: 0.591, Explained Variance Score Test: 0.031 Bootstrap CV 22, alpha = 0.001, R^2 train: 0.860, R^2 test: -2.735 Bootstrap CV 22, alpha = 0.005, R^2 train: 0.661, R^2 test: -0.955 Bootstrap CV 22, alpha = 0.01, R^2 train: 0.540, R^2 test: -0.632 Bootstrap CV 22, alpha = 0.1, R^2 train: 0.046, R^2 test: -0.022 best alpha via bootstrap CV: 0.1 AUC Train: 0.646, Explained Variance Score Train: 0.046 AUC Validation: 0.510, Explained Variance Score Validation: -0.020 AUC Test: 0.592, Explained Variance Score Test: 0.034 Bootstrap CV 23, alpha = 0.001, R^2 train: 0.915, R^2 test: -3.649 Bootstrap CV 23, alpha = 0.005, R^2 train: 0.680, R^2 test: -1.005 Bootstrap CV 23, alpha = 0.01, R^2 train: 0.516, R^2 test: -0.540 Bootstrap CV 23, alpha = 0.1, R^2 train: 0.079, R^2 test: -0.041 best alpha via bootstrap CV: 0.1 AUC Train: 0.663, Explained Variance Score Train: 0.079 AUC Validation: 0.483, Explained Variance Score Validation: -0.034 AUC Test: 0.534, Explained Variance Score Test: 0.015 Bootstrap CV 27, alpha = 0.001, R^2 train: 0.834, R^2 test: -1.042 Bootstrap CV 27, alpha = 0.005, R^2 train: 0.692, R^2 test: -0.335 Bootstrap CV 27, alpha = 0.01, R^2 train: 0.575, R^2 test: -0.243 Bootstrap CV 27, alpha = 0.1, R^2 train: 0.018, R^2 test: 0.001 best alpha via bootstrap CV: 0.1 AUC Train: 0.533, Explained Variance Score Train: 0.018 AUC Validation: 0.540, Explained Variance Score Validation: 0.002 AUC Test: 0.517, Explained Variance Score Test: 0.006 Bootstrap CV 21, alpha = 0.001, R^2 train: 0.819, R^2 test: -1.914 Bootstrap CV 21, alpha = 0.005, R^2 train: 0.586, R^2 test: -0.520 Bootstrap CV 21, alpha = 0.01, R^2 train: 0.460, R^2 test: -0.286 Bootstrap CV 21, alpha = 0.1, R^2 train: 0.048, R^2 test: -0.005 best alpha via bootstrap CV: 0.1 AUC Train: 0.654, Explained Variance Score Train: 0.048 AUC Validation: 0.548, Explained Variance Score Validation: 0.002 AUC Test: 0.538, Explained Variance Score Test: 0.014 Bootstrap CV 18, alpha = 0.001, R^2 train: 0.860, R^2 test: -3.127 Bootstrap CV 18, alpha = 0.005, R^2 train: 0.702, R^2 test: -0.905 Bootstrap CV 18, alpha = 0.01, R^2 train: 0.565, R^2 test: -0.420 Bootstrap CV 18, alpha = 0.1, R^2 train: 0.044, R^2 test: -0.012 best alpha via bootstrap CV: 0.1 AUC Train: 0.712, Explained Variance Score Train: 0.044 AUC Validation: 0.471, Explained Variance Score Validation: -0.007 AUC Test: 0.631, Explained Variance Score Test: 0.029 Bootstrap CV 25, alpha = 0.001, R^2 train: 0.851, R^2 test: -1.615 Bootstrap CV 25, alpha = 0.005, R^2 train: 0.646, R^2 test: -0.413 Bootstrap CV 25, alpha = 0.01, R^2 train: 0.525, R^2 test: -0.198 Bootstrap CV 25, alpha = 0.1, R^2 train: 0.044, R^2 test: -0.010 best alpha via bootstrap CV: 0.1 AUC Train: 0.713, Explained Variance Score Train: 0.044 AUC Validation: 0.560, Explained Variance Score Validation: 0.007 AUC Test: 0.555, Explained Variance Score Test: 0.012 Bootstrap CV 31, alpha = 0.001, R^2 train: 0.891, R^2 test: -0.563 Bootstrap CV 31, alpha = 0.005, R^2 train: 0.679, R^2 test: -0.042 Bootstrap CV 31, alpha = 0.01, R^2 train: 0.511, R^2 test: 0.040 Bootstrap CV 31, alpha = 0.1, R^2 train: 0.030, R^2 test: 0.001 best alpha via bootstrap CV: 0.1 AUC Train: 0.594, Explained Variance Score Train: 0.030 AUC Validation: 0.505, Explained Variance Score Validation: 0.010 AUC Test: 0.596, Explained Variance Score Test: 0.025 Running batch 3 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 43, alpha = 0.001, R^2 train: 0.880, R^2 test: -2.415 Bootstrap CV 43, alpha = 0.005, R^2 train: 0.713, R^2 test: -1.033 Bootstrap CV 43, alpha = 0.01, R^2 train: 0.557, R^2 test: -0.588 Bootstrap CV 43, alpha = 0.1, R^2 train: 0.102, R^2 test: -0.114 best alpha via bootstrap CV: 0.1 AUC Train: 0.723, Explained Variance Score Train: 0.102 AUC Validation: 0.565, Explained Variance Score Validation: -0.042 AUC Test: 0.601, Explained Variance Score Test: 0.053 Bootstrap CV 36, alpha = 0.001, R^2 train: 0.874, R^2 test: -2.194 Bootstrap CV 36, alpha = 0.005, R^2 train: 0.693, R^2 test: -0.621 Bootstrap CV 36, alpha = 0.01, R^2 train: 0.550, R^2 test: -0.377 Bootstrap CV 36, alpha = 0.1, R^2 train: 0.055, R^2 test: 0.009 best alpha via bootstrap CV: 0.1 AUC Train: 0.692, Explained Variance Score Train: 0.055 AUC Validation: 0.600, Explained Variance Score Validation: 0.023 AUC Test: 0.614, Explained Variance Score Test: 0.034 Bootstrap CV 38, alpha = 0.001, R^2 train: 0.878, R^2 test: -4.984 Bootstrap CV 38, alpha = 0.005, R^2 train: 0.686, R^2 test: -1.446 Bootstrap CV 38, alpha = 0.01, R^2 train: 0.523, R^2 test: -0.627 Bootstrap CV 38, alpha = 0.1, R^2 train: 0.053, R^2 test: 0.012 best alpha via bootstrap CV: 0.1 AUC Train: 0.664, Explained Variance Score Train: 0.053 AUC Validation: 0.586, Explained Variance Score Validation: 0.014 AUC Test: 0.550, Explained Variance Score Test: 0.015 Bootstrap CV 37, alpha = 0.001, R^2 train: 0.850, R^2 test: -2.334 Bootstrap CV 37, alpha = 0.005, R^2 train: 0.718, R^2 test: -0.631 Bootstrap CV 37, alpha = 0.01, R^2 train: 0.597, R^2 test: -0.161 Bootstrap CV 37, alpha = 0.1, R^2 train: 0.052, R^2 test: -0.012 best alpha via bootstrap CV: 0.1 AUC Train: 0.754, Explained Variance Score Train: 0.052 AUC Validation: 0.561, Explained Variance Score Validation: 0.008 AUC Test: 0.582, Explained Variance Score Test: 0.016 Bootstrap CV 34, alpha = 0.001, R^2 train: 0.913, R^2 test: -2.611 Bootstrap CV 34, alpha = 0.005, R^2 train: 0.694, R^2 test: -1.531 Bootstrap CV 34, alpha = 0.01, R^2 train: 0.556, R^2 test: -0.943 Bootstrap CV 34, alpha = 0.1, R^2 train: 0.031, R^2 test: -0.008 best alpha via bootstrap CV: 0.1 AUC Train: 0.678, Explained Variance Score Train: 0.031 AUC Validation: 0.582, Explained Variance Score Validation: 0.002 AUC Test: 0.646, Explained Variance Score Test: 0.017 Bootstrap CV 41, alpha = 0.001, R^2 train: 0.887, R^2 test: -1.959 Bootstrap CV 41, alpha = 0.005, R^2 train: 0.665, R^2 test: -0.579 Bootstrap CV 41, alpha = 0.01, R^2 train: 0.508, R^2 test: -0.301 Bootstrap CV 41, alpha = 0.1, R^2 train: 0.039, R^2 test: 0.004 best alpha via bootstrap CV: 0.1 AUC Train: 0.670, Explained Variance Score Train: 0.039 AUC Validation: 0.481, Explained Variance Score Validation: 0.004 AUC Test: 0.579, Explained Variance Score Test: 0.019 Bootstrap CV 40, alpha = 0.001, R^2 train: 0.830, R^2 test: -1.938 Bootstrap CV 40, alpha = 0.005, R^2 train: 0.664, R^2 test: -0.461 Bootstrap CV 40, alpha = 0.01, R^2 train: 0.540, R^2 test: -0.222 Bootstrap CV 40, alpha = 0.1, R^2 train: 0.032, R^2 test: 0.020 best alpha via bootstrap CV: 0.1 AUC Train: 0.593, Explained Variance Score Train: 0.032 AUC Validation: 0.674, Explained Variance Score Validation: 0.021 AUC Test: 0.564, Explained Variance Score Test: 0.024 Bootstrap CV 39, alpha = 0.001, R^2 train: 0.851, R^2 test: -2.591 Bootstrap CV 39, alpha = 0.005, R^2 train: 0.699, R^2 test: -0.808 Bootstrap CV 39, alpha = 0.01, R^2 train: 0.567, R^2 test: -0.378 Bootstrap CV 39, alpha = 0.1, R^2 train: 0.103, R^2 test: 0.000 best alpha via bootstrap CV: 0.1 AUC Train: 0.728, Explained Variance Score Train: 0.103 AUC Validation: 0.635, Explained Variance Score Validation: 0.004 AUC Test: 0.582, Explained Variance Score Test: 0.006 Bootstrap CV 33, alpha = 0.001, R^2 train: 0.884, R^2 test: -1.277 Bootstrap CV 33, alpha = 0.005, R^2 train: 0.704, R^2 test: -0.512 Bootstrap CV 33, alpha = 0.01, R^2 train: 0.558, R^2 test: -0.238 Bootstrap CV 33, alpha = 0.1, R^2 train: 0.081, R^2 test: 0.003 best alpha via bootstrap CV: 0.1 AUC Train: 0.702, Explained Variance Score Train: 0.081 AUC Validation: 0.516, Explained Variance Score Validation: 0.035 AUC Test: 0.580, Explained Variance Score Test: 0.016 Bootstrap CV 46, alpha = 0.001, R^2 train: 0.872, R^2 test: -1.769 Bootstrap CV 46, alpha = 0.005, R^2 train: 0.668, R^2 test: -0.645 Bootstrap CV 46, alpha = 0.01, R^2 train: 0.569, R^2 test: -0.396 Bootstrap CV 46, alpha = 0.1, R^2 train: 0.036, R^2 test: 0.013 best alpha via bootstrap CV: 0.1 AUC Train: 0.669, Explained Variance Score Train: 0.036 AUC Validation: 0.624, Explained Variance Score Validation: 0.018 AUC Test: 0.558, Explained Variance Score Test: 0.005 Bootstrap CV 47, alpha = 0.001, R^2 train: 0.880, R^2 test: -3.478 Bootstrap CV 47, alpha = 0.005, R^2 train: 0.677, R^2 test: -1.460 Bootstrap CV 47, alpha = 0.01, R^2 train: 0.538, R^2 test: -1.013 Bootstrap CV 47, alpha = 0.1, R^2 train: 0.070, R^2 test: -0.072 best alpha via bootstrap CV: 0.1 AUC Train: 0.637, Explained Variance Score Train: 0.070 AUC Validation: 0.451, Explained Variance Score Validation: -0.055 AUC Test: 0.553, Explained Variance Score Test: 0.006 Bootstrap CV 35, alpha = 0.001, R^2 train: 0.862, R^2 test: -3.818 Bootstrap CV 35, alpha = 0.005, R^2 train: 0.660, R^2 test: -0.556 Bootstrap CV 35, alpha = 0.01, R^2 train: 0.493, R^2 test: -0.335 Bootstrap CV 35, alpha = 0.1, R^2 train: 0.091, R^2 test: 0.051 best alpha via bootstrap CV: 0.1 AUC Train: 0.780, Explained Variance Score Train: 0.091 AUC Validation: 0.611, Explained Variance Score Validation: 0.051 AUC Test: 0.622, Explained Variance Score Test: 0.042 Bootstrap CV 45, alpha = 0.001, R^2 train: 0.880, R^2 test: -1.471 Bootstrap CV 45, alpha = 0.005, R^2 train: 0.660, R^2 test: -0.365 Bootstrap CV 45, alpha = 0.01, R^2 train: 0.531, R^2 test: -0.212 Bootstrap CV 45, alpha = 0.1, R^2 train: 0.006, R^2 test: 0.004 best alpha via bootstrap CV: 0.1 AUC Train: 0.689, Explained Variance Score Train: 0.006 AUC Validation: 0.650, Explained Variance Score Validation: 0.004 AUC Test: 0.510, Explained Variance Score Test: 0.000 Bootstrap CV 42, alpha = 0.001, R^2 train: 0.805, R^2 test: -5.160 Bootstrap CV 42, alpha = 0.005, R^2 train: 0.612, R^2 test: -1.122 Bootstrap CV 42, alpha = 0.01, R^2 train: 0.494, R^2 test: -0.594 Bootstrap CV 42, alpha = 0.1, R^2 train: 0.035, R^2 test: -0.104 best alpha via bootstrap CV: 0.1 AUC Train: 0.654, Explained Variance Score Train: 0.035 AUC Validation: 0.461, Explained Variance Score Validation: -0.031 AUC Test: 0.593, Explained Variance Score Test: 0.009 Bootstrap CV 32, alpha = 0.001, R^2 train: 0.837, R^2 test: -3.131 Bootstrap CV 32, alpha = 0.005, R^2 train: 0.626, R^2 test: -0.642 Bootstrap CV 32, alpha = 0.01, R^2 train: 0.476, R^2 test: -0.301 Bootstrap CV 32, alpha = 0.1, R^2 train: 0.049, R^2 test: 0.003 best alpha via bootstrap CV: 0.1 AUC Train: 0.765, Explained Variance Score Train: 0.049 AUC Validation: 0.547, Explained Variance Score Validation: 0.009 AUC Test: 0.535, Explained Variance Score Test: -0.009 Bootstrap CV 44, alpha = 0.001, R^2 train: 0.802, R^2 test: -2.045 Bootstrap CV 44, alpha = 0.005, R^2 train: 0.568, R^2 test: -0.369 Bootstrap CV 44, alpha = 0.01, R^2 train: 0.444, R^2 test: -0.194 Bootstrap CV 44, alpha = 0.1, R^2 train: 0.068, R^2 test: -0.028 best alpha via bootstrap CV: 0.1 AUC Train: 0.725, Explained Variance Score Train: 0.068 AUC Validation: 0.496, Explained Variance Score Validation: -0.014 AUC Test: 0.593, Explained Variance Score Test: 0.004 Running batch 4 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 55, alpha = 0.001, R^2 train: 0.826, R^2 test: -2.059 Bootstrap CV 55, alpha = 0.005, R^2 train: 0.636, R^2 test: -0.440 Bootstrap CV 55, alpha = 0.01, R^2 train: 0.472, R^2 test: -0.134 Bootstrap CV 55, alpha = 0.1, R^2 train: 0.024, R^2 test: -0.017 best alpha via bootstrap CV: 0.1 AUC Train: 0.619, Explained Variance Score Train: 0.024 AUC Validation: 0.512, Explained Variance Score Validation: -0.017 AUC Test: 0.512, Explained Variance Score Test: -0.005 Bootstrap CV 52, alpha = 0.001, R^2 train: 0.863, R^2 test: -1.407 Bootstrap CV 52, alpha = 0.005, R^2 train: 0.646, R^2 test: -0.328 Bootstrap CV 52, alpha = 0.01, R^2 train: 0.498, R^2 test: -0.163 Bootstrap CV 52, alpha = 0.1, R^2 train: 0.020, R^2 test: -0.014 best alpha via bootstrap CV: 0.1 AUC Train: 0.683, Explained Variance Score Train: 0.020 AUC Validation: 0.578, Explained Variance Score Validation: 0.005 AUC Test: 0.565, Explained Variance Score Test: 0.005 Bootstrap CV 50, alpha = 0.001, R^2 train: 0.878, R^2 test: -3.808 Bootstrap CV 50, alpha = 0.005, R^2 train: 0.660, R^2 test: -0.685 Bootstrap CV 50, alpha = 0.01, R^2 train: 0.477, R^2 test: -0.110 Bootstrap CV 50, alpha = 0.1, R^2 train: 0.022, R^2 test: -0.035 best alpha via bootstrap CV: 0.1 AUC Train: 0.652, Explained Variance Score Train: 0.022 AUC Validation: 0.301, Explained Variance Score Validation: -0.031 AUC Test: 0.478, Explained Variance Score Test: -0.008
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 56, alpha = 0.001, R^2 train: 0.851, R^2 test: -3.037 Bootstrap CV 56, alpha = 0.005, R^2 train: 0.640, R^2 test: -0.961 Bootstrap CV 56, alpha = 0.01, R^2 train: 0.489, R^2 test: -0.549 Bootstrap CV 56, alpha = 0.1, R^2 train: 0.052, R^2 test: -0.008 best alpha via bootstrap CV: 0.1 AUC Train: 0.627, Explained Variance Score Train: 0.052 AUC Validation: 0.566, Explained Variance Score Validation: -0.002 AUC Test: 0.567, Explained Variance Score Test: 0.021 Bootstrap CV 53, alpha = 0.001, R^2 train: 0.871, R^2 test: -1.896 Bootstrap CV 53, alpha = 0.005, R^2 train: 0.705, R^2 test: -0.616 Bootstrap CV 53, alpha = 0.01, R^2 train: 0.589, R^2 test: -0.441 Bootstrap CV 53, alpha = 0.1, R^2 train: 0.084, R^2 test: 0.032 best alpha via bootstrap CV: 0.1 AUC Train: 0.724, Explained Variance Score Train: 0.084 AUC Validation: 0.603, Explained Variance Score Validation: 0.032 AUC Test: 0.600, Explained Variance Score Test: 0.032 Bootstrap CV 59, alpha = 0.001, R^2 train: 0.878, R^2 test: -0.502 Bootstrap CV 59, alpha = 0.005, R^2 train: 0.693, R^2 test: -0.179 Bootstrap CV 59, alpha = 0.01, R^2 train: 0.551, R^2 test: -0.092 Bootstrap CV 59, alpha = 0.1, R^2 train: 0.117, R^2 test: -0.001 best alpha via bootstrap CV: 0.1 AUC Train: 0.759, Explained Variance Score Train: 0.117 AUC Validation: 0.461, Explained Variance Score Validation: 0.012 AUC Test: 0.630, Explained Variance Score Test: 0.046 Bootstrap CV 49, alpha = 0.001, R^2 train: 0.885, R^2 test: -1.404 Bootstrap CV 49, alpha = 0.005, R^2 train: 0.664, R^2 test: -0.492 Bootstrap CV 49, alpha = 0.01, R^2 train: 0.500, R^2 test: -0.306 Bootstrap CV 49, alpha = 0.1, R^2 train: 0.105, R^2 test: 0.008 best alpha via bootstrap CV: 0.1 AUC Train: 0.702, Explained Variance Score Train: 0.105 AUC Validation: 0.523, Explained Variance Score Validation: 0.008 AUC Test: 0.587, Explained Variance Score Test: 0.011 Bootstrap CV 54, alpha = 0.001, R^2 train: 0.826, R^2 test: -1.416 Bootstrap CV 54, alpha = 0.005, R^2 train: 0.610, R^2 test: -0.449 Bootstrap CV 54, alpha = 0.01, R^2 train: 0.477, R^2 test: -0.316 Bootstrap CV 54, alpha = 0.1, R^2 train: 0.009, R^2 test: 0.002 best alpha via bootstrap CV: 0.1 AUC Train: 0.617, Explained Variance Score Train: 0.009 AUC Validation: 0.536, Explained Variance Score Validation: 0.007 AUC Test: 0.465, Explained Variance Score Test: -0.000 Bootstrap CV 62, alpha = 0.001, R^2 train: 0.912, R^2 test: -4.924 Bootstrap CV 62, alpha = 0.005, R^2 train: 0.718, R^2 test: -1.303 Bootstrap CV 62, alpha = 0.01, R^2 train: 0.557, R^2 test: -0.600 Bootstrap CV 62, alpha = 0.1, R^2 train: 0.070, R^2 test: -0.030 best alpha via bootstrap CV: 0.1 AUC Train: 0.709, Explained Variance Score Train: 0.070 AUC Validation: 0.473, Explained Variance Score Validation: -0.012 AUC Test: 0.568, Explained Variance Score Test: 0.019 Bootstrap CV 51, alpha = 0.001, R^2 train: 0.870, R^2 test: -1.136 Bootstrap CV 51, alpha = 0.005, R^2 train: 0.696, R^2 test: -0.407 Bootstrap CV 51, alpha = 0.01, R^2 train: 0.570, R^2 test: -0.230 Bootstrap CV 51, alpha = 0.1, R^2 train: 0.079, R^2 test: 0.020 best alpha via bootstrap CV: 0.1 AUC Train: 0.788, Explained Variance Score Train: 0.079 AUC Validation: 0.630, Explained Variance Score Validation: 0.039 AUC Test: 0.612, Explained Variance Score Test: 0.037 Bootstrap CV 61, alpha = 0.001, R^2 train: 0.859, R^2 test: -1.984 Bootstrap CV 61, alpha = 0.005, R^2 train: 0.617, R^2 test: -0.490 Bootstrap CV 61, alpha = 0.01, R^2 train: 0.474, R^2 test: -0.189 Bootstrap CV 61, alpha = 0.1, R^2 train: 0.078, R^2 test: -0.019 best alpha via bootstrap CV: 0.1 AUC Train: 0.724, Explained Variance Score Train: 0.078 AUC Validation: 0.428, Explained Variance Score Validation: -0.019 AUC Test: 0.558, Explained Variance Score Test: 0.007 Bootstrap CV 57, alpha = 0.001, R^2 train: 0.799, R^2 test: -1.757 Bootstrap CV 57, alpha = 0.005, R^2 train: 0.564, R^2 test: -0.553 Bootstrap CV 57, alpha = 0.01, R^2 train: 0.440, R^2 test: -0.315 Bootstrap CV 57, alpha = 0.1, R^2 train: 0.022, R^2 test: -0.022 best alpha via bootstrap CV: 0.1 AUC Train: 0.649, Explained Variance Score Train: 0.022 AUC Validation: 0.396, Explained Variance Score Validation: -0.011 AUC Test: 0.466, Explained Variance Score Test: -0.005 Bootstrap CV 58, alpha = 0.001, R^2 train: 0.900, R^2 test: -1.646 Bootstrap CV 58, alpha = 0.005, R^2 train: 0.720, R^2 test: -0.616 Bootstrap CV 58, alpha = 0.01, R^2 train: 0.578, R^2 test: -0.291 Bootstrap CV 58, alpha = 0.1, R^2 train: 0.025, R^2 test: -0.028 best alpha via bootstrap CV: 0.1 AUC Train: 0.670, Explained Variance Score Train: 0.025 AUC Validation: 0.655, Explained Variance Score Validation: 0.013 AUC Test: 0.616, Explained Variance Score Test: 0.025 Bootstrap CV 63, alpha = 0.001, R^2 train: 0.847, R^2 test: -1.913 Bootstrap CV 63, alpha = 0.005, R^2 train: 0.622, R^2 test: -0.442 Bootstrap CV 63, alpha = 0.01, R^2 train: 0.506, R^2 test: -0.187 Bootstrap CV 63, alpha = 0.1, R^2 train: 0.031, R^2 test: 0.018 best alpha via bootstrap CV: 0.1 AUC Train: 0.616, Explained Variance Score Train: 0.031 AUC Validation: 0.653, Explained Variance Score Validation: 0.022 AUC Test: 0.634, Explained Variance Score Test: 0.029 Bootstrap CV 48, alpha = 0.001, R^2 train: 0.795, R^2 test: -1.601 Bootstrap CV 48, alpha = 0.005, R^2 train: 0.560, R^2 test: -0.161 Bootstrap CV 48, alpha = 0.01, R^2 train: 0.434, R^2 test: -0.023 Bootstrap CV 48, alpha = 0.1, R^2 train: 0.006, R^2 test: 0.006 best alpha via bootstrap CV: 0.1 AUC Train: 0.541, Explained Variance Score Train: 0.006 AUC Validation: 0.594, Explained Variance Score Validation: 0.006 AUC Test: 0.592, Explained Variance Score Test: 0.007 Bootstrap CV 60, alpha = 0.001, R^2 train: 0.886, R^2 test: -2.675 Bootstrap CV 60, alpha = 0.005, R^2 train: 0.702, R^2 test: -0.881 Bootstrap CV 60, alpha = 0.01, R^2 train: 0.563, R^2 test: -0.373 Bootstrap CV 60, alpha = 0.1, R^2 train: 0.046, R^2 test: -0.039 best alpha via bootstrap CV: 0.1 AUC Train: 0.682, Explained Variance Score Train: 0.046 AUC Validation: 0.582, Explained Variance Score Validation: -0.000 AUC Test: 0.586, Explained Variance Score Test: 0.019 Running batch 5 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 76, alpha = 0.001, R^2 train: 0.810, R^2 test: -1.237 Bootstrap CV 76, alpha = 0.005, R^2 train: 0.632, R^2 test: -0.393 Bootstrap CV 76, alpha = 0.01, R^2 train: 0.504, R^2 test: -0.223 Bootstrap CV 76, alpha = 0.1, R^2 train: 0.030, R^2 test: 0.009 best alpha via bootstrap CV: 0.1 AUC Train: 0.655, Explained Variance Score Train: 0.030 AUC Validation: 0.627, Explained Variance Score Validation: 0.019 AUC Test: 0.547, Explained Variance Score Test: 0.008 Bootstrap CV 77, alpha = 0.001, R^2 train: 0.737, R^2 test: -1.207 Bootstrap CV 77, alpha = 0.005, R^2 train: 0.480, R^2 test: -0.238 Bootstrap CV 77, alpha = 0.01, R^2 train: 0.371, R^2 test: -0.115 Bootstrap CV 77, alpha = 0.1, R^2 train: 0.005, R^2 test: -0.000 best alpha via bootstrap CV: 0.1 AUC Train: 0.574, Explained Variance Score Train: 0.005 AUC Validation: 0.624, Explained Variance Score Validation: 0.001 AUC Test: 0.532, Explained Variance Score Test: 0.002 Bootstrap CV 70, alpha = 0.001, R^2 train: 0.845, R^2 test: -2.915 Bootstrap CV 70, alpha = 0.005, R^2 train: 0.655, R^2 test: -0.920 Bootstrap CV 70, alpha = 0.01, R^2 train: 0.522, R^2 test: -0.599 Bootstrap CV 70, alpha = 0.1, R^2 train: 0.111, R^2 test: 0.050 best alpha via bootstrap CV: 0.1 AUC Train: 0.668, Explained Variance Score Train: 0.111 AUC Validation: 0.706, Explained Variance Score Validation: 0.052 AUC Test: 0.614, Explained Variance Score Test: 0.029 Bootstrap CV 69, alpha = 0.001, R^2 train: 0.834, R^2 test: -3.866 Bootstrap CV 69, alpha = 0.005, R^2 train: 0.672, R^2 test: -1.653 Bootstrap CV 69, alpha = 0.01, R^2 train: 0.550, R^2 test: -0.937 Bootstrap CV 69, alpha = 0.1, R^2 train: 0.076, R^2 test: -0.153 best alpha via bootstrap CV: 0.1 AUC Train: 0.646, Explained Variance Score Train: 0.076 AUC Validation: 0.540, Explained Variance Score Validation: -0.042 AUC Test: 0.543, Explained Variance Score Test: 0.019 Bootstrap CV 66, alpha = 0.001, R^2 train: 0.868, R^2 test: -2.042 Bootstrap CV 66, alpha = 0.005, R^2 train: 0.625, R^2 test: -0.422 Bootstrap CV 66, alpha = 0.01, R^2 train: 0.522, R^2 test: -0.204 Bootstrap CV 66, alpha = 0.1, R^2 train: 0.035, R^2 test: 0.012 best alpha via bootstrap CV: 0.1 AUC Train: 0.602, Explained Variance Score Train: 0.035 AUC Validation: 0.555, Explained Variance Score Validation: 0.015 AUC Test: 0.557, Explained Variance Score Test: 0.002 Bootstrap CV 74, alpha = 0.001, R^2 train: 0.879, R^2 test: -1.298 Bootstrap CV 74, alpha = 0.005, R^2 train: 0.670, R^2 test: -0.280 Bootstrap CV 74, alpha = 0.01, R^2 train: 0.522, R^2 test: -0.127 Bootstrap CV 74, alpha = 0.1, R^2 train: 0.012, R^2 test: -0.000 best alpha via bootstrap CV: 0.1 AUC Train: 0.666, Explained Variance Score Train: 0.012 AUC Validation: 0.442, Explained Variance Score Validation: 0.001 AUC Test: 0.488, Explained Variance Score Test: 0.001 Bootstrap CV 68, alpha = 0.001, R^2 train: 0.825, R^2 test: -2.154 Bootstrap CV 68, alpha = 0.005, R^2 train: 0.615, R^2 test: -0.525 Bootstrap CV 68, alpha = 0.01, R^2 train: 0.479, R^2 test: -0.152 Bootstrap CV 68, alpha = 0.1, R^2 train: 0.013, R^2 test: -0.019 best alpha via bootstrap CV: 0.1 AUC Train: 0.527, Explained Variance Score Train: 0.013 AUC Validation: 0.490, Explained Variance Score Validation: -0.007 AUC Test: 0.541, Explained Variance Score Test: 0.005 Bootstrap CV 65, alpha = 0.001, R^2 train: 0.802, R^2 test: -2.448 Bootstrap CV 65, alpha = 0.005, R^2 train: 0.591, R^2 test: -0.699 Bootstrap CV 65, alpha = 0.01, R^2 train: 0.428, R^2 test: -0.355 Bootstrap CV 65, alpha = 0.1, R^2 train: 0.022, R^2 test: 0.004 best alpha via bootstrap CV: 0.1 AUC Train: 0.652, Explained Variance Score Train: 0.022 AUC Validation: 0.640, Explained Variance Score Validation: 0.016 AUC Test: 0.603, Explained Variance Score Test: 0.016 Bootstrap CV 67, alpha = 0.001, R^2 train: 0.861, R^2 test: -2.144 Bootstrap CV 67, alpha = 0.005, R^2 train: 0.672, R^2 test: -0.565 Bootstrap CV 67, alpha = 0.01, R^2 train: 0.485, R^2 test: -0.231 Bootstrap CV 67, alpha = 0.1, R^2 train: 0.009, R^2 test: -0.001 best alpha via bootstrap CV: 0.1 AUC Train: 0.656, Explained Variance Score Train: 0.009 AUC Validation: 0.595, Explained Variance Score Validation: -0.001 AUC Test: 0.472, Explained Variance Score Test: 0.003 Bootstrap CV 64, alpha = 0.001, R^2 train: 0.866, R^2 test: -2.204 Bootstrap CV 64, alpha = 0.005, R^2 train: 0.625, R^2 test: -0.701 Bootstrap CV 64, alpha = 0.01, R^2 train: 0.481, R^2 test: -0.450 Bootstrap CV 64, alpha = 0.1, R^2 train: 0.049, R^2 test: -0.061 best alpha via bootstrap CV: 0.1 AUC Train: 0.601, Explained Variance Score Train: 0.049 AUC Validation: 0.436, Explained Variance Score Validation: -0.053 AUC Test: 0.552, Explained Variance Score Test: 0.018 Bootstrap CV 75, alpha = 0.001, R^2 train: 0.815, R^2 test: -0.880 Bootstrap CV 75, alpha = 0.005, R^2 train: 0.638, R^2 test: -0.340 Bootstrap CV 75, alpha = 0.01, R^2 train: 0.490, R^2 test: -0.138 Bootstrap CV 75, alpha = 0.1, R^2 train: 0.026, R^2 test: -0.022 best alpha via bootstrap CV: 0.1 AUC Train: 0.735, Explained Variance Score Train: 0.026 AUC Validation: 0.568, Explained Variance Score Validation: 0.006 AUC Test: 0.519, Explained Variance Score Test: 0.004 Bootstrap CV 72, alpha = 0.001, R^2 train: 0.906, R^2 test: -4.373 Bootstrap CV 72, alpha = 0.005, R^2 train: 0.725, R^2 test: -1.509 Bootstrap CV 72, alpha = 0.01, R^2 train: 0.581, R^2 test: -0.652 Bootstrap CV 72, alpha = 0.1, R^2 train: 0.048, R^2 test: -0.002 best alpha via bootstrap CV: 0.1 AUC Train: 0.646, Explained Variance Score Train: 0.048 AUC Validation: 0.568, Explained Variance Score Validation: 0.003 AUC Test: 0.499, Explained Variance Score Test: -0.004 Bootstrap CV 73, alpha = 0.001, R^2 train: 0.885, R^2 test: -3.178 Bootstrap CV 73, alpha = 0.005, R^2 train: 0.662, R^2 test: -1.016 Bootstrap CV 73, alpha = 0.01, R^2 train: 0.523, R^2 test: -0.456 Bootstrap CV 73, alpha = 0.1, R^2 train: 0.058, R^2 test: 0.020 best alpha via bootstrap CV: 0.1 AUC Train: 0.643, Explained Variance Score Train: 0.058 AUC Validation: 0.594, Explained Variance Score Validation: 0.021 AUC Test: 0.562, Explained Variance Score Test: 0.000 Bootstrap CV 79, alpha = 0.001, R^2 train: 0.856, R^2 test: -2.020 Bootstrap CV 79, alpha = 0.005, R^2 train: 0.691, R^2 test: -0.665 Bootstrap CV 79, alpha = 0.01, R^2 train: 0.573, R^2 test: -0.371 Bootstrap CV 79, alpha = 0.1, R^2 train: 0.051, R^2 test: -0.009 best alpha via bootstrap CV: 0.1 AUC Train: 0.693, Explained Variance Score Train: 0.051 AUC Validation: 0.467, Explained Variance Score Validation: -0.006 AUC Test: 0.492, Explained Variance Score Test: -0.004 Bootstrap CV 71, alpha = 0.001, R^2 train: 0.911, R^2 test: -2.521 Bootstrap CV 71, alpha = 0.005, R^2 train: 0.668, R^2 test: -0.878 Bootstrap CV 71, alpha = 0.01, R^2 train: 0.533, R^2 test: -0.672 Bootstrap CV 71, alpha = 0.1, R^2 train: 0.057, R^2 test: -0.053 best alpha via bootstrap CV: 0.1 AUC Train: 0.701, Explained Variance Score Train: 0.057 AUC Validation: 0.581, Explained Variance Score Validation: 0.002 AUC Test: 0.551, Explained Variance Score Test: 0.018 Bootstrap CV 78, alpha = 0.001, R^2 train: 0.897, R^2 test: -2.325 Bootstrap CV 78, alpha = 0.005, R^2 train: 0.686, R^2 test: -0.604 Bootstrap CV 78, alpha = 0.01, R^2 train: 0.548, R^2 test: -0.288 Bootstrap CV 78, alpha = 0.1, R^2 train: 0.070, R^2 test: 0.039 best alpha via bootstrap CV: 0.1 AUC Train: 0.753, Explained Variance Score Train: 0.070 AUC Validation: 0.565, Explained Variance Score Validation: 0.040 AUC Test: 0.568, Explained Variance Score Test: 0.027 Running batch 6 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 82, alpha = 0.001, R^2 train: 0.848, R^2 test: -1.444 Bootstrap CV 82, alpha = 0.005, R^2 train: 0.666, R^2 test: -0.489 Bootstrap CV 82, alpha = 0.01, R^2 train: 0.535, R^2 test: -0.284 Bootstrap CV 82, alpha = 0.1, R^2 train: 0.058, R^2 test: 0.013 best alpha via bootstrap CV: 0.1 AUC Train: 0.791, Explained Variance Score Train: 0.058 AUC Validation: 0.606, Explained Variance Score Validation: 0.014 AUC Test: 0.554, Explained Variance Score Test: 0.012 Bootstrap CV 83, alpha = 0.001, R^2 train: 0.888, R^2 test: -4.475 Bootstrap CV 83, alpha = 0.005, R^2 train: 0.730, R^2 test: -0.823 Bootstrap CV 83, alpha = 0.01, R^2 train: 0.589, R^2 test: -0.355 Bootstrap CV 83, alpha = 0.1, R^2 train: 0.053, R^2 test: -0.080 best alpha via bootstrap CV: 0.1 AUC Train: 0.690, Explained Variance Score Train: 0.053 AUC Validation: 0.632, Explained Variance Score Validation: -0.009 AUC Test: 0.589, Explained Variance Score Test: 0.016 Bootstrap CV 85, alpha = 0.001, R^2 train: 0.874, R^2 test: -2.286 Bootstrap CV 85, alpha = 0.005, R^2 train: 0.660, R^2 test: -0.468 Bootstrap CV 85, alpha = 0.01, R^2 train: 0.509, R^2 test: -0.185 Bootstrap CV 85, alpha = 0.1, R^2 train: 0.057, R^2 test: 0.012 best alpha via bootstrap CV: 0.1 AUC Train: 0.761, Explained Variance Score Train: 0.057 AUC Validation: 0.628, Explained Variance Score Validation: 0.020 AUC Test: 0.570, Explained Variance Score Test: 0.012 Bootstrap CV 95, alpha = 0.001, R^2 train: 0.885, R^2 test: -3.705 Bootstrap CV 95, alpha = 0.005, R^2 train: 0.701, R^2 test: -0.797 Bootstrap CV 95, alpha = 0.01, R^2 train: 0.615, R^2 test: -0.475 Bootstrap CV 95, alpha = 0.1, R^2 train: 0.057, R^2 test: 0.004 best alpha via bootstrap CV: 0.1 AUC Train: 0.702, Explained Variance Score Train: 0.057 AUC Validation: 0.475, Explained Variance Score Validation: 0.004 AUC Test: 0.578, Explained Variance Score Test: 0.021 Bootstrap CV 81, alpha = 0.001, R^2 train: 0.898, R^2 test: -1.035 Bootstrap CV 81, alpha = 0.005, R^2 train: 0.706, R^2 test: -0.460 Bootstrap CV 81, alpha = 0.01, R^2 train: 0.556, R^2 test: -0.366 Bootstrap CV 81, alpha = 0.1, R^2 train: 0.058, R^2 test: 0.019 best alpha via bootstrap CV: 0.1 AUC Train: 0.736, Explained Variance Score Train: 0.058 AUC Validation: 0.557, Explained Variance Score Validation: 0.021 AUC Test: 0.581, Explained Variance Score Test: 0.019 Bootstrap CV 86, alpha = 0.001, R^2 train: 0.842, R^2 test: -2.618 Bootstrap CV 86, alpha = 0.005, R^2 train: 0.626, R^2 test: -0.998 Bootstrap CV 86, alpha = 0.01, R^2 train: 0.499, R^2 test: -0.587 Bootstrap CV 86, alpha = 0.1, R^2 train: 0.014, R^2 test: -0.003 best alpha via bootstrap CV: 0.1 AUC Train: 0.657, Explained Variance Score Train: 0.014 AUC Validation: 0.474, Explained Variance Score Validation: -0.003 AUC Test: 0.490, Explained Variance Score Test: -0.000 Bootstrap CV 91, alpha = 0.001, R^2 train: 0.820, R^2 test: -3.915 Bootstrap CV 91, alpha = 0.005, R^2 train: 0.607, R^2 test: -0.545 Bootstrap CV 91, alpha = 0.01, R^2 train: 0.475, R^2 test: -0.230 Bootstrap CV 91, alpha = 0.1, R^2 train: 0.022, R^2 test: 0.000 best alpha via bootstrap CV: 0.1 AUC Train: 0.635, Explained Variance Score Train: 0.022 AUC Validation: 0.494, Explained Variance Score Validation: 0.007 AUC Test: 0.604, Explained Variance Score Test: 0.009 Bootstrap CV 92, alpha = 0.001, R^2 train: 0.901, R^2 test: -1.550 Bootstrap CV 92, alpha = 0.005, R^2 train: 0.680, R^2 test: -0.290 Bootstrap CV 92, alpha = 0.01, R^2 train: 0.513, R^2 test: -0.133 Bootstrap CV 92, alpha = 0.1, R^2 train: 0.015, R^2 test: -0.008 best alpha via bootstrap CV: 0.1 AUC Train: 0.651, Explained Variance Score Train: 0.015 AUC Validation: 0.517, Explained Variance Score Validation: -0.008 AUC Test: 0.502, Explained Variance Score Test: -0.000 Bootstrap CV 94, alpha = 0.001, R^2 train: 0.831, R^2 test: -2.885 Bootstrap CV 94, alpha = 0.005, R^2 train: 0.587, R^2 test: -0.525 Bootstrap CV 94, alpha = 0.01, R^2 train: 0.415, R^2 test: -0.121 Bootstrap CV 94, alpha = 0.1, R^2 train: 0.003, R^2 test: 0.003 best alpha via bootstrap CV: 0.1 AUC Train: 0.554, Explained Variance Score Train: 0.003 AUC Validation: 0.681, Explained Variance Score Validation: 0.003 AUC Test: 0.560, Explained Variance Score Test: 0.002 Bootstrap CV 87, alpha = 0.001, R^2 train: 0.874, R^2 test: -1.492 Bootstrap CV 87, alpha = 0.005, R^2 train: 0.707, R^2 test: -0.821 Bootstrap CV 87, alpha = 0.01, R^2 train: 0.560, R^2 test: -0.459 Bootstrap CV 87, alpha = 0.1, R^2 train: 0.019, R^2 test: -0.021 best alpha via bootstrap CV: 0.1 AUC Train: 0.642, Explained Variance Score Train: 0.019 AUC Validation: 0.446, Explained Variance Score Validation: -0.006 AUC Test: 0.530, Explained Variance Score Test: 0.002 Bootstrap CV 89, alpha = 0.001, R^2 train: 0.855, R^2 test: -0.960 Bootstrap CV 89, alpha = 0.005, R^2 train: 0.666, R^2 test: -0.393 Bootstrap CV 89, alpha = 0.01, R^2 train: 0.534, R^2 test: -0.261 Bootstrap CV 89, alpha = 0.1, R^2 train: 0.045, R^2 test: -0.066 best alpha via bootstrap CV: 0.1 AUC Train: 0.610, Explained Variance Score Train: 0.045 AUC Validation: 0.605, Explained Variance Score Validation: 0.001 AUC Test: 0.492, Explained Variance Score Test: -0.014 Bootstrap CV 88, alpha = 0.001, R^2 train: 0.814, R^2 test: -3.421 Bootstrap CV 88, alpha = 0.005, R^2 train: 0.645, R^2 test: -0.964 Bootstrap CV 88, alpha = 0.01, R^2 train: 0.524, R^2 test: -0.568 Bootstrap CV 88, alpha = 0.1, R^2 train: 0.060, R^2 test: 0.050 best alpha via bootstrap CV: 0.1 AUC Train: 0.726, Explained Variance Score Train: 0.060 AUC Validation: 0.782, Explained Variance Score Validation: 0.060 AUC Test: 0.612, Explained Variance Score Test: 0.043 Bootstrap CV 93, alpha = 0.001, R^2 train: 0.898, R^2 test: -3.370 Bootstrap CV 93, alpha = 0.005, R^2 train: 0.708, R^2 test: -1.339 Bootstrap CV 93, alpha = 0.01, R^2 train: 0.563, R^2 test: -0.594 Bootstrap CV 93, alpha = 0.1, R^2 train: 0.079, R^2 test: 0.020 best alpha via bootstrap CV: 0.1 AUC Train: 0.635, Explained Variance Score Train: 0.079 AUC Validation: 0.566, Explained Variance Score Validation: 0.025 AUC Test: 0.601, Explained Variance Score Test: 0.033 Bootstrap CV 84, alpha = 0.001, R^2 train: 0.882, R^2 test: -1.151 Bootstrap CV 84, alpha = 0.005, R^2 train: 0.666, R^2 test: -0.143 Bootstrap CV 84, alpha = 0.01, R^2 train: 0.540, R^2 test: -0.083 Bootstrap CV 84, alpha = 0.1, R^2 train: 0.035, R^2 test: 0.011 best alpha via bootstrap CV: 0.1 AUC Train: 0.613, Explained Variance Score Train: 0.035 AUC Validation: 0.611, Explained Variance Score Validation: 0.011 AUC Test: 0.506, Explained Variance Score Test: 0.003 Bootstrap CV 80, alpha = 0.001, R^2 train: 0.877, R^2 test: -2.151 Bootstrap CV 80, alpha = 0.005, R^2 train: 0.679, R^2 test: -0.754 Bootstrap CV 80, alpha = 0.01, R^2 train: 0.571, R^2 test: -0.468 Bootstrap CV 80, alpha = 0.1, R^2 train: 0.096, R^2 test: -0.011 best alpha via bootstrap CV: 0.1 AUC Train: 0.733, Explained Variance Score Train: 0.096 AUC Validation: 0.519, Explained Variance Score Validation: -0.011 AUC Test: 0.540, Explained Variance Score Test: 0.008 Bootstrap CV 90, alpha = 0.001, R^2 train: 0.788, R^2 test: -1.762 Bootstrap CV 90, alpha = 0.005, R^2 train: 0.611, R^2 test: -0.765 Bootstrap CV 90, alpha = 0.01, R^2 train: 0.498, R^2 test: -0.479 Bootstrap CV 90, alpha = 0.1, R^2 train: 0.083, R^2 test: -0.008 best alpha via bootstrap CV: 0.1 AUC Train: 0.735, Explained Variance Score Train: 0.083 AUC Validation: 0.514, Explained Variance Score Validation: 0.008 AUC Test: 0.557, Explained Variance Score Test: 0.023 Running batch 7 of 7 with 4 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 97, alpha = 0.001, R^2 train: 0.865, R^2 test: -1.947 Bootstrap CV 97, alpha = 0.005, R^2 train: 0.564, R^2 test: -0.329 Bootstrap CV 97, alpha = 0.01, R^2 train: 0.429, R^2 test: -0.237 Bootstrap CV 97, alpha = 0.1, R^2 train: 0.045, R^2 test: -0.002 best alpha via bootstrap CV: 0.1 AUC Train: 0.670, Explained Variance Score Train: 0.045 AUC Validation: 0.475, Explained Variance Score Validation: -0.002 AUC Test: 0.590, Explained Variance Score Test: 0.025 Bootstrap CV 99, alpha = 0.001, R^2 train: 0.860, R^2 test: -3.826 Bootstrap CV 99, alpha = 0.005, R^2 train: 0.703, R^2 test: -1.324 Bootstrap CV 99, alpha = 0.01, R^2 train: 0.553, R^2 test: -0.680 Bootstrap CV 99, alpha = 0.1, R^2 train: 0.058, R^2 test: -0.070 best alpha via bootstrap CV: 0.1 AUC Train: 0.666, Explained Variance Score Train: 0.058 AUC Validation: 0.560, Explained Variance Score Validation: 0.023 AUC Test: 0.588, Explained Variance Score Test: 0.029 Bootstrap CV 96, alpha = 0.001, R^2 train: 0.825, R^2 test: -5.524 Bootstrap CV 96, alpha = 0.005, R^2 train: 0.633, R^2 test: -0.881 Bootstrap CV 96, alpha = 0.01, R^2 train: 0.497, R^2 test: -0.216 Bootstrap CV 96, alpha = 0.1, R^2 train: 0.037, R^2 test: 0.055 best alpha via bootstrap CV: 0.1 AUC Train: 0.575, Explained Variance Score Train: 0.037 AUC Validation: 0.729, Explained Variance Score Validation: 0.055 AUC Test: 0.572, Explained Variance Score Test: 0.020 Bootstrap CV 98, alpha = 0.001, R^2 train: 0.866, R^2 test: -2.123 Bootstrap CV 98, alpha = 0.005, R^2 train: 0.642, R^2 test: -0.427 Bootstrap CV 98, alpha = 0.01, R^2 train: 0.512, R^2 test: -0.225 Bootstrap CV 98, alpha = 0.1, R^2 train: 0.066, R^2 test: 0.016 best alpha via bootstrap CV: 0.1 AUC Train: 0.692, Explained Variance Score Train: 0.066 AUC Validation: 0.551, Explained Variance Score Validation: 0.016 AUC Test: 0.593, Explained Variance Score Test: 0.041 total Variables 259 and total subjects: 1698 ->AUC validation: 0.543 95% CI: [0.527 , 0.559] ->AUC test: 0.563 95% CI: [0.555 , 0.571] ->R^2 validation: 0.004 95% CI: [-0.000 , 0.009] ->R^2 test: 0.014 95% CI: [0.011 , 0.017] ->Explained Variance validation: -0.010 95% CI: [-0.016 , -0.003] ->Explained Variance test: 0.008 95% CI: [0.005 , 0.011] Test set metrics: @threshold:0.057, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:0.030, sens:0.018, spec:0.986, ppv:0.200, acc:0.829, f1:0.033, mcc:0.003, total+:5, total-:334 @threshold:0.026, sens:0.055, spec:0.982, ppv:0.375, acc:0.832, f1:0.095, mcc:0.020, total+:8, total-:331 @threshold:0.024, sens:0.073, spec:0.975, ppv:0.364, acc:0.829, f1:0.121, mcc:0.016, total+:11, total-:328 @threshold:0.023, sens:0.073, spec:0.972, ppv:0.333, acc:0.826, f1:0.119, mcc:0.012, total+:12, total-:327 @threshold:0.022, sens:0.091, spec:0.972, ppv:0.385, acc:0.829, f1:0.147, mcc:0.017, total+:13, total-:326 @threshold:0.021, sens:0.091, spec:0.968, ppv:0.357, acc:0.826, f1:0.145, mcc:0.013, total+:14, total-:325 @threshold:0.015, sens:0.109, spec:0.968, ppv:0.400, acc:0.829, f1:0.171, mcc:0.017, total+:15, total-:324 @threshold:0.015, sens:0.109, spec:0.965, ppv:0.375, acc:0.826, f1:0.169, mcc:0.014, total+:16, total-:323 @threshold:0.014, sens:0.127, spec:0.965, ppv:0.412, acc:0.829, f1:0.194, mcc:0.017, total+:17, total-:322 @threshold:0.012, sens:0.127, spec:0.961, ppv:0.389, acc:0.826, f1:0.192, mcc:0.015, total+:18, total-:321 @threshold:0.011, sens:0.145, spec:0.958, ppv:0.400, acc:0.826, f1:0.213, mcc:0.015, total+:20, total-:319 @threshold:0.011, sens:0.145, spec:0.954, ppv:0.381, acc:0.823, f1:0.211, mcc:0.013, total+:21, total-:318 @threshold:0.007, sens:0.164, spec:0.930, ppv:0.310, acc:0.805, f1:0.214, mcc:0.007, total+:29, total-:310 @threshold:0.007, sens:0.164, spec:0.926, ppv:0.300, acc:0.802, f1:0.212, mcc:0.006, total+:30, total-:309 @threshold:0.004, sens:0.182, spec:0.905, ppv:0.270, acc:0.788, f1:0.217, mcc:0.004, total+:37, total-:302 @threshold:0.004, sens:0.182, spec:0.901, ppv:0.263, acc:0.785, f1:0.215, mcc:0.004, total+:38, total-:301 @threshold:0.003, sens:0.200, spec:0.901, ppv:0.282, acc:0.788, f1:0.234, mcc:0.005, total+:39, total-:300 @threshold:0.002, sens:0.200, spec:0.898, ppv:0.275, acc:0.785, f1:0.232, mcc:0.004, total+:40, total-:299 @threshold:0.002, sens:0.218, spec:0.891, ppv:0.279, acc:0.782, f1:0.245, mcc:0.004, total+:43, total-:296 @threshold:0.001, sens:0.218, spec:0.877, ppv:0.255, acc:0.770, f1:0.235, mcc:0.003, total+:47, total-:292 @threshold:0.000, sens:0.218, spec:0.873, ppv:0.250, acc:0.767, f1:0.233, mcc:0.003, total+:48, total-:291 @threshold:-0.003, sens:0.236, spec:0.863, ppv:0.250, acc:0.761, f1:0.243, mcc:0.003, total+:52, total-:287 @threshold:-0.003, sens:0.236, spec:0.859, ppv:0.245, acc:0.758, f1:0.241, mcc:0.003, total+:53, total-:286 @threshold:-0.004, sens:0.255, spec:0.859, ppv:0.259, acc:0.761, f1:0.257, mcc:0.003, total+:54, total-:285 @threshold:-0.010, sens:0.255, spec:0.778, ppv:0.182, acc:0.693, f1:0.212, mcc:0.001, total+:77, total-:262 @threshold:-0.010, sens:0.255, spec:0.775, ppv:0.179, acc:0.690, f1:0.211, mcc:0.000, total+:78, total-:261 @threshold:-0.013, sens:0.273, spec:0.746, ppv:0.172, acc:0.670, f1:0.211, mcc:0.000, total+:87, total-:252 @threshold:-0.013, sens:0.291, spec:0.743, ppv:0.180, acc:0.670, f1:0.222, mcc:0.000, total+:89, total-:250 @threshold:-0.014, sens:0.309, spec:0.739, ppv:0.187, acc:0.670, f1:0.233, mcc:0.001, total+:91, total-:248 @threshold:-0.015, sens:0.309, spec:0.736, ppv:0.185, acc:0.667, f1:0.231, mcc:0.001, total+:92, total-:247 @threshold:-0.015, sens:0.345, spec:0.729, ppv:0.198, acc:0.667, f1:0.252, mcc:0.001, total+:96, total-:243 @threshold:-0.018, sens:0.364, spec:0.704, ppv:0.192, acc:0.649, f1:0.252, mcc:0.001, total+:104, total-:235 @threshold:-0.018, sens:0.364, spec:0.701, ppv:0.190, acc:0.646, f1:0.250, mcc:0.001, total+:105, total-:234 @threshold:-0.020, sens:0.364, spec:0.676, ppv:0.179, acc:0.625, f1:0.240, mcc:0.000, total+:112, total-:227 @threshold:-0.021, sens:0.364, spec:0.673, ppv:0.177, acc:0.622, f1:0.238, mcc:0.000, total+:113, total-:226 @threshold:-0.021, sens:0.382, spec:0.662, ppv:0.179, acc:0.617, f1:0.244, mcc:0.000, total+:117, total-:222 @threshold:-0.021, sens:0.382, spec:0.658, ppv:0.178, acc:0.614, f1:0.243, mcc:0.000, total+:118, total-:221 @threshold:-0.022, sens:0.400, spec:0.658, ppv:0.185, acc:0.617, f1:0.253, mcc:0.001, total+:119, total-:220 @threshold:-0.022, sens:0.400, spec:0.655, ppv:0.183, acc:0.614, f1:0.251, mcc:0.001, total+:120, total-:219 @threshold:-0.022, sens:0.418, spec:0.651, ppv:0.189, acc:0.614, f1:0.260, mcc:0.001, total+:122, total-:217 @threshold:-0.023, sens:0.418, spec:0.648, ppv:0.187, acc:0.611, f1:0.258, mcc:0.001, total+:123, total-:216 @threshold:-0.024, sens:0.436, spec:0.634, ppv:0.188, acc:0.602, f1:0.262, mcc:0.001, total+:128, total-:211 @threshold:-0.024, sens:0.436, spec:0.630, ppv:0.186, acc:0.599, f1:0.261, mcc:0.001, total+:129, total-:210 @threshold:-0.025, sens:0.455, spec:0.620, ppv:0.188, acc:0.593, f1:0.266, mcc:0.001, total+:133, total-:206 @threshold:-0.025, sens:0.455, spec:0.616, ppv:0.187, acc:0.590, f1:0.265, mcc:0.001, total+:134, total-:205 @threshold:-0.025, sens:0.473, spec:0.613, ppv:0.191, acc:0.590, f1:0.272, mcc:0.001, total+:136, total-:203 @threshold:-0.026, sens:0.491, spec:0.609, ppv:0.196, acc:0.590, f1:0.280, mcc:0.001, total+:138, total-:201 @threshold:-0.026, sens:0.509, spec:0.606, ppv:0.200, acc:0.590, f1:0.287, mcc:0.001, total+:140, total-:199 @threshold:-0.026, sens:0.509, spec:0.602, ppv:0.199, acc:0.587, f1:0.286, mcc:0.001, total+:141, total-:198 @threshold:-0.028, sens:0.509, spec:0.570, ppv:0.187, acc:0.560, f1:0.273, mcc:0.001, total+:150, total-:189 @threshold:-0.028, sens:0.509, spec:0.567, ppv:0.185, acc:0.558, f1:0.272, mcc:0.001, total+:151, total-:188 @threshold:-0.029, sens:0.527, spec:0.567, ppv:0.191, acc:0.560, f1:0.280, mcc:0.001, total+:152, total-:187 @threshold:-0.029, sens:0.527, spec:0.563, ppv:0.190, acc:0.558, f1:0.279, mcc:0.001, total+:153, total-:186 @threshold:-0.030, sens:0.545, spec:0.563, ppv:0.195, acc:0.560, f1:0.287, mcc:0.001, total+:154, total-:185 @threshold:-0.030, sens:0.545, spec:0.560, ppv:0.194, acc:0.558, f1:0.286, mcc:0.001, total+:155, total-:184 @threshold:-0.031, sens:0.545, spec:0.546, ppv:0.189, acc:0.546, f1:0.280, mcc:0.001, total+:159, total-:180 @threshold:-0.032, sens:0.545, spec:0.542, ppv:0.188, acc:0.543, f1:0.279, mcc:0.001, total+:160, total-:179 @threshold:-0.033, sens:0.545, spec:0.528, ppv:0.183, acc:0.531, f1:0.274, mcc:0.001, total+:164, total-:175 @threshold:-0.034, sens:0.545, spec:0.525, ppv:0.182, acc:0.528, f1:0.273, mcc:0.001, total+:165, total-:174 @threshold:-0.035, sens:0.564, spec:0.521, ppv:0.186, acc:0.528, f1:0.279, mcc:0.001, total+:167, total-:172 @threshold:-0.036, sens:0.582, spec:0.493, ppv:0.182, acc:0.507, f1:0.277, mcc:0.001, total+:176, total-:163 @threshold:-0.037, sens:0.582, spec:0.489, ppv:0.181, acc:0.504, f1:0.276, mcc:0.001, total+:177, total-:162 @threshold:-0.037, sens:0.600, spec:0.489, ppv:0.185, acc:0.507, f1:0.283, mcc:0.001, total+:178, total-:161 @threshold:-0.038, sens:0.600, spec:0.486, ppv:0.184, acc:0.504, f1:0.282, mcc:0.001, total+:179, total-:160 @threshold:-0.038, sens:0.618, spec:0.472, ppv:0.185, acc:0.496, f1:0.285, mcc:0.001, total+:184, total-:155 @threshold:-0.039, sens:0.618, spec:0.468, ppv:0.184, acc:0.493, f1:0.283, mcc:0.001, total+:185, total-:154 @threshold:-0.039, sens:0.618, spec:0.444, ppv:0.177, acc:0.472, f1:0.275, mcc:0.000, total+:192, total-:147 @threshold:-0.039, sens:0.618, spec:0.440, ppv:0.176, acc:0.469, f1:0.274, mcc:0.000, total+:193, total-:146 @threshold:-0.042, sens:0.636, spec:0.391, ppv:0.168, acc:0.431, f1:0.266, mcc:0.000, total+:208, total-:131 @threshold:-0.043, sens:0.636, spec:0.387, ppv:0.167, acc:0.428, f1:0.265, mcc:0.000, total+:209, total-:130 @threshold:-0.043, sens:0.655, spec:0.387, ppv:0.171, acc:0.431, f1:0.272, mcc:0.000, total+:210, total-:129 @threshold:-0.045, sens:0.655, spec:0.366, ppv:0.167, acc:0.413, f1:0.266, mcc:0.000, total+:216, total-:123 @threshold:-0.045, sens:0.655, spec:0.363, ppv:0.166, acc:0.410, f1:0.265, mcc:0.000, total+:217, total-:122 @threshold:-0.046, sens:0.673, spec:0.342, ppv:0.165, acc:0.395, f1:0.265, mcc:0.000, total+:224, total-:115 @threshold:-0.047, sens:0.691, spec:0.338, ppv:0.168, acc:0.395, f1:0.270, mcc:0.000, total+:226, total-:113 @threshold:-0.048, sens:0.709, spec:0.306, ppv:0.165, acc:0.372, f1:0.268, mcc:0.000, total+:236, total-:103 @threshold:-0.049, sens:0.709, spec:0.303, ppv:0.165, acc:0.369, f1:0.267, mcc:0.000, total+:237, total-:102 @threshold:-0.049, sens:0.727, spec:0.303, ppv:0.168, acc:0.372, f1:0.273, mcc:0.000, total+:238, total-:101 @threshold:-0.049, sens:0.727, spec:0.299, ppv:0.167, acc:0.369, f1:0.272, mcc:0.000, total+:239, total-:100 @threshold:-0.049, sens:0.745, spec:0.296, ppv:0.170, acc:0.369, f1:0.277, mcc:0.000, total+:241, total-:98 @threshold:-0.049, sens:0.745, spec:0.292, ppv:0.169, acc:0.366, f1:0.276, mcc:0.000, total+:242, total-:97 @threshold:-0.050, sens:0.764, spec:0.278, ppv:0.170, acc:0.357, f1:0.278, mcc:0.000, total+:247, total-:92 @threshold:-0.052, sens:0.782, spec:0.275, ppv:0.173, acc:0.357, f1:0.283, mcc:0.000, total+:249, total-:90 @threshold:-0.053, sens:0.800, spec:0.271, ppv:0.175, acc:0.357, f1:0.288, mcc:0.001, total+:251, total-:88 @threshold:-0.053, sens:0.800, spec:0.268, ppv:0.175, acc:0.354, f1:0.287, mcc:0.001, total+:252, total-:87 @threshold:-0.054, sens:0.800, spec:0.254, ppv:0.172, acc:0.342, f1:0.283, mcc:0.000, total+:256, total-:83 @threshold:-0.054, sens:0.800, spec:0.250, ppv:0.171, acc:0.339, f1:0.282, mcc:0.000, total+:257, total-:82 @threshold:-0.055, sens:0.818, spec:0.250, ppv:0.174, acc:0.342, f1:0.288, mcc:0.001, total+:258, total-:81 @threshold:-0.056, sens:0.818, spec:0.246, ppv:0.174, acc:0.339, f1:0.287, mcc:0.001, total+:259, total-:80 @threshold:-0.056, sens:0.836, spec:0.243, ppv:0.176, acc:0.339, f1:0.291, mcc:0.001, total+:261, total-:78 @threshold:-0.056, sens:0.873, spec:0.239, ppv:0.182, acc:0.342, f1:0.301, mcc:0.001, total+:264, total-:75 @threshold:-0.059, sens:0.891, spec:0.229, ppv:0.183, acc:0.336, f1:0.303, mcc:0.001, total+:268, total-:71 @threshold:-0.060, sens:0.891, spec:0.225, ppv:0.182, acc:0.333, f1:0.302, mcc:0.001, total+:269, total-:70 @threshold:-0.060, sens:0.891, spec:0.218, ppv:0.181, acc:0.327, f1:0.301, mcc:0.001, total+:271, total-:68 @threshold:-0.063, sens:0.909, spec:0.194, ppv:0.179, acc:0.310, f1:0.299, mcc:0.001, total+:279, total-:60 @threshold:-0.064, sens:0.909, spec:0.190, ppv:0.179, acc:0.307, f1:0.299, mcc:0.001, total+:280, total-:59 @threshold:-0.064, sens:0.927, spec:0.190, ppv:0.181, acc:0.310, f1:0.304, mcc:0.001, total+:281, total-:58 @threshold:-0.064, sens:0.927, spec:0.187, ppv:0.181, acc:0.307, f1:0.303, mcc:0.001, total+:282, total-:57 @threshold:-0.064, sens:0.945, spec:0.187, ppv:0.184, acc:0.310, f1:0.308, mcc:0.001, total+:283, total-:56 @threshold:-0.066, sens:0.945, spec:0.183, ppv:0.183, acc:0.307, f1:0.307, mcc:0.001, total+:284, total-:55 @threshold:-0.068, sens:0.964, spec:0.169, ppv:0.183, acc:0.298, f1:0.308, mcc:0.001, total+:289, total-:50 @threshold:-0.070, sens:0.982, spec:0.165, ppv:0.186, acc:0.298, f1:0.312, mcc:0.002, total+:291, total-:48 @threshold:-0.074, sens:1.000, spec:0.155, ppv:0.186, acc:0.292, f1:0.314, mcc:0.002, total+:295, total-:44 @threshold:-0.076, sens:1.000, spec:0.151, ppv:0.186, acc:0.289, f1:0.313, mcc:0.002, total+:296, total-:43 @threshold:-0.134, sens:1.000, spec:0.063, ppv:0.171, acc:0.215, f1:0.293, mcc:0.002, total+:321, total-:18 @threshold:-0.139, sens:1.000, spec:0.060, ppv:0.171, acc:0.212, f1:0.292, mcc:0.002, total+:322, total-:17 @threshold:-0.217, sens:1.000, spec:0.004, ppv:0.163, acc:0.165, f1:0.280, mcc:0.001, total+:338, total-:1 Vital: HC-latest | coef 0.024 95% CI: [0.016 , 0.032] | OR_adj 1.024 [1.016 1.033] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.592 Correlated most with: Number of Visits:0.302 Diagnosis:9ccs126:Ot up rsp in:0.252 Diagnosis:9ccs10:Immuniz/scrn:0.246 Diagnosis:9ccs92:Otitis media:0.214 Diagnosis:9ccs257:Ot aftercare:0.211 Diagnosis:9ccs7:Viral infect:0.160 Diagnosis:9ccs125:Bronchitis:0.152 Diagnosis:9ccs135:Intest infct:0.150 Diagnosis:9ccs90:Eye infectn:0.137 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.111 * Vital: HC-avg10to13 | coef 0.018 95% CI: [0.007 , 0.029] | OR_adj 1.018 [1.007 1.029] | occ: 1158 | OR_unadj: 1.481 [1.134 1.934] | indivs AUC:0.587 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.064 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.064 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.056 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.056 Diagnosis:9ccs147:Anal/rectal:0.054 Diagnosis:9ccs163:Other GU dx:0.053 Diagnosis:9ccs238:Complic proc:-0.052 Diagnosis:9ccs242:Poisn ot med:0.049 Diagnosis:9ccs90:Eye infectn:0.047 Diagnosis:9ccs92:Otitis media:0.044 * Vital: Ht Percentile-latest | coef 0.011 95% CI: [0.005 , 0.016] | OR_adj 1.011 [1.005 1.016] | occ: 1043 | OR_unadj: 1.325 [1.003 1.751] | indivs AUC:0.562 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.098 Diagnosis:9ccs89:Blindness:0.081 Diagnosis:9ccs128:Asthma:0.065 Lab:294203 BILIRUBIN TOTAL - LMC:-0.064 Newborn Diagnosis:9ccs215:gu cong anom:0.059 Newborn Diagnosis:9ccs200:Oth skin dx:-0.058 Diagnosis:9ccs2:Septicemia:0.054 Diagnosis:9ccs137:Mouth dx:0.052 Newborn Diagnosis:9ccs223:Birth trauma:0.050 Diagnosis:9ccs58:Ot nutrit dx:-0.048 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.009 95% CI: [0.004 , 0.015] | OR_adj 1.009 [1.004 1.015] | occ: 1057 | OR_unadj: 1.438 [1.084 1.906] | indivs AUC:0.568 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.991 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.521 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.520 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.495 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.493 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.475 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.474 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.397 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.397 * Vital: Ht Percentile-gain0to24 | coef 0.009 95% CI: [0.002 , 0.015] | OR_adj 1.009 [1.002 1.015] | occ: 899 | OR_unadj: 1.356 [1.016 1.808] | indivs AUC:0.595 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.083 Diagnosis:9ccs89:Blindness:0.078 Diagnosis:9ccs128:Asthma:0.077 Lab:294203 BILIRUBIN TOTAL - LMC:-0.064 Lab:323825 STREP SCREEN THROAT - Sunrise:0.062 Diagnosis:9ccs64:Ot hematl dx:0.061 Newborn Diagnosis:9ccs215:gu cong anom:0.055 Diagnosis:9ccs137:Mouth dx:0.055 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.054 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.054 * Vital: Ht-avg13to16 | coef 0.008 95% CI: [0.002 , 0.013] | OR_adj 1.008 [1.002 1.014] | occ: 1287 | OR_unadj: 1.332 [1.019 1.741] | indivs AUC:0.515 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.120 Diagnosis:9ccs2:Septicemia:0.082 Diagnosis:9ccs58:Ot nutrit dx:-0.073 Diagnosis:9ccs238:Complic proc:-0.071 Diagnosis:9ccs222:Perint jaund:0.059 Newborn Diagnosis:9ccs221:Resp distres:-0.058 Lab:323825 STREP SCREEN THROAT - Sunrise:0.057 Diagnosis:10ccs58:Ot nutrit dx:0.055 Diagnosis:9ccs64:Ot hematl dx:0.055 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.052 MatDeliveryAge | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.518 Correlated most with: MatDeliveryAge:1.000 Newborn Diagnosis:9ccs259:Unclassified:0.105 Number of Visits:0.088 Diagnosis:9ccs136:Teeth dx:0.080 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.069 Diagnosis:9ccs95:Oth nerv dx:0.061 Diagnosis:9ccs10:Immuniz/scrn:0.061 Diagnosis:9ccs126:Ot up rsp in:0.059 Diagnosis:10ccs58:Ot nutrit dx:-0.059 Diagnosis:9ccs259:Unclassified:0.057 * Number of Visits | coef -0.005 95% CI: [-0.008 , -0.001] | OR_adj 0.995 [0.992 0.999] | occ: 1645 | OR_unadj: 0.708 [0.535 0.936] | indivs AUC:0.478 Correlated most with: Number of Visits:1.000 Diagnosis:9ccs126:Ot up rsp in:0.430 Diagnosis:9ccs92:Otitis media:0.408 Diagnosis:9ccs7:Viral infect:0.408 Diagnosis:9ccs133:Oth low resp:0.337 Diagnosis:9ccs257:Ot aftercare:0.325 Diagnosis:9ccs135:Intest infct:0.310 Diagnosis:9ccs155:Other GI dx:0.304 Diagnosis:9ccs90:Eye infectn:0.286 Diagnosis:9ccs10:Immuniz/scrn:0.277 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth | coef 0.005 95% CI: [0.001 , 0.009] | OR_adj 1.005 [1.001 1.009] | occ: 1053 | OR_unadj: 1.251 [0.935 1.674] | indivs AUC:0.578 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.299 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.296 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.278 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.277 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.270 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.269 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.250 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.249 * Vital: Ht-avg16to19 | coef 0.005 95% CI: [0.001 , 0.008] | OR_adj 1.005 [1.001 1.008] | occ: 1265 | OR_unadj: 1.417 [1.082 1.855] | indivs AUC:0.507 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.120 Newborn Diagnosis:9ccs221:Resp distres:-0.072 Diagnosis:9ccs128:Asthma:0.067 Diagnosis:9ccs223:Birth trauma:0.067 Diagnosis:9ccs137:Mouth dx:0.066 Newborn Diagnosis:9ccs215:gu cong anom:0.064 Newborn Diagnosis:9ccs213:Cardiac anom:0.063 Diagnosis:9ccs205:Back problem:-0.060 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.059 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.059 Vital: Temp-latest | coef 0.005 95% CI: [0.002 , 0.007] | OR_adj 1.005 [1.002 1.007] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.465 Correlated most with: Diagnosis:9ccs154:Gastroent:-0.089 Diagnosis:9ccs167:Breast dx:0.063 Diagnosis:9ccs92:Otitis media:0.056 Diagnosis:9ccs125:Bronchitis:0.054 Diagnosis:9ccs126:Ot up rsp in:0.052 Diagnosis:9ccs258:Other screen:-0.050 Diagnosis:9ccs133:Oth low resp:-0.050 Diagnosis:9ccs200:Oth skin dx:-0.049 Diagnosis:9ccs117:Ot circul dx:0.049 Diagnosis:9ccs219:Low birth wt:-0.047 Vital: Ht-avg10to13 | coef 0.004 95% CI: [0.001 , 0.008] | OR_adj 1.004 [1.001 1.008] | occ: 1381 | OR_unadj: 1.307 [0.998 1.712] | indivs AUC:0.544 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.118 Diagnosis:9ccs238:Complic proc:-0.074 Diagnosis:9ccs64:Ot hematl dx:0.073 Diagnosis:9ccs208:Acq foot def:0.069 Diagnosis:9ccs2:Septicemia:0.067 Newborn Diagnosis:9ccs215:gu cong anom:0.061 Diagnosis:9ccs219:Low birth wt:-0.057 Diagnosis:9ccs128:Asthma:0.055 Diagnosis:9ccs223:Birth trauma:0.055 Diagnosis:9ccs0:No DX:0.054 Vital: Ht-gain3to7 | coef 0.004 95% CI: [0.001 , 0.008] | OR_adj 1.004 [1.001 1.008] | occ: 1405 | OR_unadj: 1.120 [0.858 1.461] | indivs AUC:0.523 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:-0.091 Diagnosis:9ccs240:Burns:-0.071 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.069 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.069 Diagnosis:9ccs113:Late eff CVD:0.069 Diagnosis:9ccs7:Viral infect:0.062 Diagnosis:9ccs92:Otitis media:0.060 Diagnosis:9ccs126:Ot up rsp in:0.057 Diagnosis:9ccs128:Asthma:0.056 Diagnosis:9ccs83:Epilepsy/cnv:0.055 Vital: HR-latest | coef -0.004 95% CI: [-0.008 , -0.001] | OR_adj 0.996 [0.993 0.999] | occ: 1010 | OR_unadj: 0.762 [0.553 1.050] | indivs AUC:0.540 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:0.112 Diagnosis:9ccs217:Ot cong anom:0.083 Newborn Diagnosis:9ccs256:Exam/eval:0.069 Diagnosis:9ccs47:Ot bnign neo:0.063 Diagnosis:9ccs122:Pneumonia:-0.063 Diagnosis:9ccs92:Otitis media:-0.060 Diagnosis:9ccs167:Breast dx:0.060 Diagnosis:9ccs128:Asthma:-0.057 Diagnosis:9ccs151:Oth liver dx:0.057 Newborn Diagnosis:9ccs222:Perint jaund:0.055 * Vital: HC-avg13to16 | coef 0.004 95% CI: [0.000 , 0.007] | OR_adj 1.004 [1.000 1.007] | occ: 990 | OR_unadj: 1.619 [1.234 2.125] | indivs AUC:0.603 Correlated most with: Diagnosis:9ccs92:Otitis media:0.056 Diagnosis:9ccs90:Eye infectn:0.056 Diagnosis:9ccs253:Allergy:0.053 Diagnosis:9ccs147:Anal/rectal:0.053 Diagnosis:9ccs251:Abdomnl pain:0.051 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.049 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.049 Diagnosis:9ccs223:Birth trauma:-0.046 Diagnosis:9ccs219:Low birth wt:-0.044 Diagnosis:9ccs151:Oth liver dx:-0.043 Vital: Ht-latest | coef 0.003 95% CI: [0.001 , 0.006] | OR_adj 1.004 [1.001 1.006] | occ: 1614 | OR_unadj: 1.271 [0.956 1.688] | indivs AUC:0.560 Correlated most with: Number of Visits:0.447 Diagnosis:9ccs10:Immuniz/scrn:0.345 Diagnosis:9ccs126:Ot up rsp in:0.315 Diagnosis:9ccs92:Otitis media:0.265 Diagnosis:9ccs7:Viral infect:0.206 Diagnosis:9ccs257:Ot aftercare:0.188 Diagnosis:9ccs135:Intest infct:0.156 Diagnosis:9ccs90:Eye infectn:0.148 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.138 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.137 * Vital: HC-avg5to7 | coef 0.003 95% CI: [0.001 , 0.006] | OR_adj 1.003 [1.001 1.006] | occ: 1123 | OR_unadj: 1.500 [1.143 1.967] | indivs AUC:0.535 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.118 Newborn Diagnosis:9ccs221:Resp distres:-0.085 Diagnosis:9ccs219:Low birth wt:-0.070 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.062 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.062 Diagnosis:9ccs147:Anal/rectal:0.061 Diagnosis:9ccs74:Ot mentl cnd:-0.060 Diagnosis:9ccs234:Crush injury:0.055 Diagnosis:9ccs257:Ot aftercare:0.053 Diagnosis:9ccs143:Abdom hernia:0.046 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.003 95% CI: [-0.000 , 0.007] | OR_adj 1.003 [1.000 1.007] | occ: 1055 | OR_unadj: 1.153 [0.870 1.529] | indivs AUC:0.515 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.999 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.277 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.276 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.188 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.188 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.164 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.164 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.153 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.153 Vital: Ht Percentile-avg16to19 | coef 0.003 95% CI: [-0.000 , 0.006] | OR_adj 1.003 [1.000 1.006] | occ: 749 | OR_unadj: 1.248 [0.920 1.693] | indivs AUC:0.505 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:0.081 Newborn Diagnosis:9ccs219:Low birth wt:-0.078 Diagnosis:9ccs128:Asthma:0.071 Diagnosis:9ccs89:Blindness:0.064 Diagnosis:9ccs51:Ot endo dsor:0.060 Newborn Diagnosis:9ccs215:gu cong anom:0.060 Lab:297262 HEMOGLOBIN (HEMOCUE):0.058 Diagnosis:9ccs147:Anal/rectal:0.058 Newborn Diagnosis:9ccs221:Resp distres:-0.053 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.052 Vital: Ht-gain0to3 | coef 0.003 95% CI: [0.000 , 0.005] | OR_adj 1.003 [1.000 1.005] | occ: 1394 | OR_unadj: 0.853 [0.644 1.129] | indivs AUC:0.537 Correlated most with: Number of Visits:0.136 Diagnosis:9ccs126:Ot up rsp in:0.108 Diagnosis:9ccs10:Immuniz/scrn:0.076 Diagnosis:9ccs92:Otitis media:0.074 Newborn Diagnosis:9ccs256:Exam/eval:0.068 Diagnosis:9ccs122:Pneumonia:0.064 Diagnosis:9ccs128:Asthma:0.060 Diagnosis:9ccs137:Mouth dx:0.055 Diagnosis:9ccs214:GI cong anom:0.052 Diagnosis:9ccs219:Low birth wt:0.048 Vital: Ht-gain16to24 | coef 0.003 95% CI: [-0.001 , 0.006] | OR_adj 1.003 [0.999 1.006] | occ: 1417 | OR_unadj: 1.402 [0.978 2.008] | indivs AUC:0.553 Correlated most with: Diagnosis:9ccs4:Mycoses:-0.065 Number of Visits:-0.061 Diagnosis:9ccs138:Esophgeal dx:-0.058 Newborn Diagnosis:9ccs256:Exam/eval:-0.052 Diagnosis:9ccs61:Sickle cell:-0.052 Newborn Diagnosis:9ccs94:Other ear dx:0.050 Diagnosis:9ccs63:Wht blood dx:-0.048 Diagnosis:9ccs259:Unclassified:0.048 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.047 Diagnosis:9ccs198:Ot infl skin:-0.046 * Vital: Ht-gain7to13 | coef 0.002 95% CI: [-0.002 , 0.007] | OR_adj 1.002 [0.998 1.007] | occ: 1451 | OR_unadj: 1.379 [1.027 1.851] | indivs AUC:0.532 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.060 Lab:292495 LEAD LEVEL - Sunrise:-0.057 Diagnosis:9ccs2603:E Codes: Fall:-0.054 Diagnosis:9ccs153:GI hemorrhag:-0.053 Newborn Diagnosis:9ccs222:Perint jaund:-0.051 Newborn Diagnosis:9ccs219:Low birth wt:-0.049 Newborn Diagnosis:9ccs223:Birth trauma:-0.048 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.046 Diagnosis:9ccs125:Bronchitis:0.044 Newborn Diagnosis:9ccs253:Allergy:-0.042 Vital: Ht Percentile-gain16to24 | coef 0.002 95% CI: [0.000 , 0.005] | OR_adj 1.002 [1.000 1.005] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.554 Correlated most with: Diagnosis:9ccs0:No DX:0.102 Diagnosis:9ccs258:Other screen:-0.095 Diagnosis:9ccs51:Ot endo dsor:-0.076 Diagnosis:9ccs259:Unclassified:0.067 Newborn Diagnosis:9ccs224:Ot perint dx:-0.066 Diagnosis:9ccs213:Cardiac anom:-0.065 Lab:294203 BILIRUBIN TOTAL - LMC:-0.062 Diagnosis:9ccs8:Oth infectns:0.061 Diagnosis:9ccs168:PID:-0.061 Lab:292495 LEAD LEVEL - Sunrise:0.057 Vital: Ht-avg1to3 | coef 0.002 95% CI: [-0.000 , 0.005] | OR_adj 1.002 [1.000 1.005] | occ: 1348 | OR_unadj: 0.914 [0.694 1.204] | indivs AUC:0.517 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.303 Diagnosis:9ccs219:Low birth wt:-0.175 Newborn Diagnosis:9ccs222:Perint jaund:-0.123 Diagnosis:9ccs143:Abdom hernia:-0.119 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117 Newborn Diagnosis:9ccs256:Exam/eval:-0.112 Newborn Diagnosis:9ccs94:Other ear dx:0.089 Newborn Diagnosis:9ccs253:Allergy:-0.079 Diagnosis:9ccs200:Oth skin dx:0.070 Newborn Diagnosis:9ccs221:Resp distres:-0.066 Vital: Ht Percentile-avg10to13 | coef 0.002 95% CI: [-0.001 , 0.006] | OR_adj 1.002 [0.999 1.006] | occ: 671 | OR_unadj: 1.232 [0.896 1.694] | indivs AUC:0.559 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.102 Diagnosis:9ccs89:Blindness:0.061 Diagnosis:10ccs58:Ot nutrit dx:0.059 Newborn Diagnosis:9ccs221:Resp distres:-0.055 Lab:323825 STREP SCREEN THROAT - Sunrise:0.052 Diagnosis:9ccs256:Exam/eval:0.051 Diagnosis:9ccs55:Fluid/elc dx:0.047 Diagnosis:9ccs135:Intest infct:0.046 Diagnosis:9ccs3:Oth bact inf:0.045 Diagnosis:9ccs59:Anemia:0.045 Vital: Ht-avg0to1 | coef 0.002 95% CI: [-0.001 , 0.006] | OR_adj 1.002 [0.999 1.006] | occ: 1326 | OR_unadj: 0.954 [0.722 1.262] | indivs AUC:0.490 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.348 Diagnosis:9ccs219:Low birth wt:-0.204 Newborn Diagnosis:9ccs221:Resp distres:-0.162 Newborn Diagnosis:9ccs222:Perint jaund:-0.135 Newborn Diagnosis:9ccs256:Exam/eval:-0.126 Diagnosis:9ccs143:Abdom hernia:-0.112 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.103 Newborn Diagnosis:9ccs253:Allergy:-0.101 Diagnosis:9ccs200:Oth skin dx:0.079 Newborn Diagnosis:9ccs224:Ot perint dx:0.074 Vital: HC-gain3to7 | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 1310 | OR_unadj: 1.076 [0.825 1.404] | indivs AUC:0.578 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.075 Lab:292495 LEAD LEVEL - Sunrise:-0.071 Diagnosis:9ccs113:Late eff CVD:0.059 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.057 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.057 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.056 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.056 Diagnosis:9ccs240:Burns:-0.055 Diagnosis:9ccs8:Oth infectns:0.054 Newborn Diagnosis:9ccs222:Perint jaund:-0.054 * Vital: Ht Percentile-avg19to24 | coef 0.002 95% CI: [-0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 916 | OR_unadj: 1.365 [1.025 1.817] | indivs AUC:0.591 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.091 Diagnosis:9ccs128:Asthma:0.079 Diagnosis:9ccs89:Blindness:0.079 Lab:294203 BILIRUBIN TOTAL - LMC:-0.066 Lab:323825 STREP SCREEN THROAT - Sunrise:0.061 Diagnosis:9ccs64:Ot hematl dx:0.061 Newborn Diagnosis:9ccs215:gu cong anom:0.056 Lab:297262 HEMOGLOBIN (HEMOCUE):0.053 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.053 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.053 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth | coef 0.002 95% CI: [-0.001 , 0.004] | OR_adj 1.002 [0.999 1.004] | occ: 1056 | OR_unadj: 1.052 [0.778 1.422] | indivs AUC:0.441 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.999 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.930 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.928 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.769 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.767 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.706 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.704 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.664 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.663 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef 0.002 95% CI: [-0.001 , 0.004] | OR_adj 1.002 [0.999 1.004] | occ: 1058 | OR_unadj: 1.146 [0.865 1.519] | indivs AUC:0.509 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.999 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.278 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.277 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.188 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.187 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.163 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.162 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.153 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.151 Vital: Ht-gain5to10 | coef -0.001 95% CI: [-0.003 , 0.000] | OR_adj 0.999 [0.997 1.000] | occ: 1429 | OR_unadj: 1.097 [0.806 1.493] | indivs AUC:0.492 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.079 Diagnosis:9ccs89:Blindness:0.064 Newborn Diagnosis:9ccs94:Other ear dx:-0.062 Diagnosis:9ccs200:Oth skin dx:-0.057 Diagnosis:9ccs136:Teeth dx:-0.050 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.049 Diagnosis:9ccs256:Exam/eval:-0.048 Diagnosis:9ccs223:Birth trauma:-0.046 Newborn Diagnosis:9ccs256:Exam/eval:-0.045 Number of Visits:0.044 Vital: Ht-gain13to19 | coef -0.001 95% CI: [-0.003 , 0.000] | OR_adj 0.999 [0.997 1.000] | occ: 1378 | OR_unadj: 0.895 [0.685 1.171] | indivs AUC:0.438 Correlated most with: Number of Visits:0.054 Diagnosis:9ccs7:Viral infect:0.053 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.053 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.053 Diagnosis:9ccs163:Other GU dx:0.050 Diagnosis:9ccs133:Oth low resp:0.048 Diagnosis:9ccs257:Ot aftercare:0.046 Diagnosis:9ccs161:Ot dx kidney:0.044 Diagnosis:9ccs96:Hrt valve dx:0.042 Diagnosis:9ccs122:Pneumonia:0.042 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 1059 | OR_unadj: 1.048 [0.775 1.417] | indivs AUC:0.436 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.999 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.930 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.928 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.769 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.768 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.706 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.705 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.665 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.663 Vital: HC-gain1to5 | coef -0.001 95% CI: [-0.003 , 0.000] | OR_adj 0.999 [0.997 1.000] | occ: 1346 | OR_unadj: 0.866 [0.657 1.140] | indivs AUC:0.519 Correlated most with: Number of Visits:0.099 Diagnosis:9ccs125:Bronchitis:0.091 Diagnosis:9ccs154:Gastroent:-0.089 Newborn Diagnosis:9ccs222:Perint jaund:0.077 Diagnosis:9ccs163:Other GU dx:0.076 Diagnosis:9ccs126:Ot up rsp in:0.075 Diagnosis:9ccs257:Ot aftercare:0.063 Diagnosis:9ccs7:Viral infect:0.062 Diagnosis:9ccs113:Late eff CVD:-0.059 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.053 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1060 | OR_unadj: 1.146 [0.862 1.522] | indivs AUC:0.533 Correlated most with: Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.394 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.393 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.391 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.391 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.381 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.380 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.340 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.340 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 1043 | OR_unadj: 1.400 [1.051 1.866] | indivs AUC:0.532 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.998 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.466 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.466 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.380 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.380 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.267 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.267 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.218 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.217 Vital: Ht Percentile-gain10to16 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 768 | OR_unadj: 0.941 [0.680 1.302] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs125:Bronchitis:-0.077 Lab:295669 BILIRUBIN DIRECT - LMC:-0.069 Diagnosis:9ccs0:No DX:0.063 Diagnosis:9ccs96:Hrt valve dx:-0.062 Diagnosis:9ccs223:Birth trauma:-0.053 Diagnosis:9ccs2:Septicemia:-0.051 Lab:292495 LEAD LEVEL - Sunrise:0.048 Newborn Diagnosis:9ccs213:Cardiac anom:-0.047 Diagnosis:9ccs208:Acq foot def:-0.046 Diagnosis:9ccs213:Cardiac anom:-0.045 Vital: Ht Percentile-gain5to10 | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 606 | OR_unadj: 0.842 [0.579 1.225] | indivs AUC:0.463 Correlated most with: Diagnosis:9ccs89:Blindness:0.063 Diagnosis:9ccs214:GI cong anom:0.059 Diagnosis:9ccs167:Breast dx:-0.059 Diagnosis:9ccs113:Late eff CVD:-0.053 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.051 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.050 Diagnosis:9ccs211:Ot conn tiss:-0.050 Diagnosis:9ccs247:Lymph enlarg:0.050 Lab:295669 BILIRUBIN DIRECT - LMC:0.049 Diagnosis:9ccs63:Wht blood dx:-0.048 Vital: Ht-gain10to16 | coef -0.001 95% CI: [-0.002 , 0.000] | OR_adj 0.999 [0.998 1.000] | occ: 1404 | OR_unadj: 1.132 [0.839 1.528] | indivs AUC:0.537 Correlated most with: Diagnosis:9ccs92:Otitis media:0.067 Diagnosis:9ccs96:Hrt valve dx:-0.056 Number of Visits:0.054 Newborn Diagnosis:9ccs215:gu cong anom:-0.053 Newborn Diagnosis:9ccs253:Allergy:0.048 Diagnosis:9ccs59:Anemia:0.047 Lab:295669 BILIRUBIN DIRECT - LMC:-0.046 Diagnosis:9ccs123:Influenza:0.045 Diagnosis:9ccs136:Teeth dx:0.042 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.041 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef -0.001 95% CI: [-0.002 , 0.000] | OR_adj 0.999 [0.998 1.000] | occ: 997 | OR_unadj: 1.196 [0.884 1.617] | indivs AUC:0.502 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.999 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.459 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.457 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.450 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.449 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.403 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.402 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.342 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.339 Vital: Ht-avg5to7 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1293 | OR_unadj: 1.103 [0.839 1.451] | indivs AUC:0.484 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.219 Newborn Diagnosis:9ccs221:Resp distres:-0.116 Newborn Diagnosis:9ccs222:Perint jaund:-0.087 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.085 Newborn Diagnosis:9ccs200:Oth skin dx:-0.084 Diagnosis:9ccs219:Low birth wt:-0.083 Diagnosis:9ccs124:Tonsillitis:0.072 Diagnosis:9ccs238:Complic proc:-0.071 Newborn Diagnosis:9ccs256:Exam/eval:-0.069 Lab:297262 HEMOGLOBIN (HEMOCUE):0.068 Vital: HC-gain0to3 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1332 | OR_unadj: 0.871 [0.636 1.192] | indivs AUC:0.490 Correlated most with: Number of Visits:0.117 Diagnosis:9ccs126:Ot up rsp in:0.073 Diagnosis:9ccs137:Mouth dx:0.072 Diagnosis:9ccs92:Otitis media:0.062 Diagnosis:9ccs159:UTI:0.055 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.054 Diagnosis:9ccs76:Meningitis:0.052 Diagnosis:9ccs175:Ot femal gen:-0.051 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.047 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.047 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1046 | OR_unadj: 1.400 [1.051 1.866] | indivs AUC:0.527 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.998 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.466 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.465 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.381 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.379 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.268 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.267 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.219 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.217 Vital: Ht Percentile-gain13to19 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 832 | OR_unadj: 0.955 [0.693 1.316] | indivs AUC:0.478 Correlated most with: Diagnosis:9ccs136:Teeth dx:-0.064 Diagnosis:9ccs163:Other GU dx:0.057 Diagnosis:9ccs208:Acq foot def:0.051 Diagnosis:9ccs211:Ot conn tiss:0.051 Newborn Diagnosis:9ccs215:gu cong anom:0.051 Diagnosis:9ccs125:Bronchitis:0.051 Diagnosis:9ccs143:Abdom hernia:-0.051 Diagnosis:9ccs161:Ot dx kidney:0.048 Diagnosis:9ccs257:Ot aftercare:0.048 Diagnosis:9ccs147:Anal/rectal:0.044 Vital: Temp-avg0to1 | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.490 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.092 Diagnosis:9ccs76:Meningitis:0.063 Diagnosis:9ccs216:Nerv cong an:0.063 Diagnosis:9ccs58:Ot nutrit dx:-0.063 Diagnosis:9ccs7:Viral infect:-0.061 Diagnosis:9ccs92:Otitis media:0.057 Diagnosis:9ccs214:GI cong anom:0.056 Diagnosis:9ccs155:Other GI dx:-0.054 Newborn Diagnosis:9ccs219:Low birth wt:-0.053 Diagnosis:9ccs154:Gastroent:-0.052 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth | coef -0.001 95% CI: [-0.001 , 0.000] | OR_adj 0.999 [0.999 1.000] | occ: 1056 | OR_unadj: 0.986 [0.740 1.313] | indivs AUC:0.488 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.933 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.931 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.721 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.720 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.709 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.708 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.688 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.686 Vital: Ht Percentile-gain7to13 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 713 | OR_unadj: 1.104 [0.782 1.559] | indivs AUC:0.479 Correlated most with: Newborn Diagnosis:9ccs94:Other ear dx:-0.072 Diagnosis:9ccs217:Ot cong anom:-0.070 Diagnosis:9ccs124:Tonsillitis:0.066 Diagnosis:10ccs58:Ot nutrit dx:0.065 Diagnosis:9ccs219:Low birth wt:0.064 Diagnosis:9ccs143:Abdom hernia:0.060 Diagnosis:9ccs147:Anal/rectal:0.051 Diagnosis:9ccs74:Ot mentl cnd:0.050 Diagnosis:9ccs2:Septicemia:0.049 Diagnosis:9ccs2603:E Codes: Fall:0.049 Vital: Ht Percentile-avg13to16 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 688 | OR_unadj: 1.313 [0.962 1.791] | indivs AUC:0.508 Correlated most with: Diagnosis:10ccs58:Ot nutrit dx:0.089 Lab:323825 STREP SCREEN THROAT - Sunrise:0.084 Newborn Diagnosis:9ccs219:Low birth wt:-0.082 Newborn Diagnosis:9ccs221:Resp distres:-0.071 Diagnosis:9ccs242:Poisn ot med:0.066 Diagnosis:9ccs2603:E Codes: Fall:0.060 Diagnosis:9ccs90:Eye infectn:0.058 Newborn Diagnosis:9ccs200:Oth skin dx:-0.057 Newborn Diagnosis:9ccs224:Ot perint dx:0.053 Diagnosis:9ccs167:Breast dx:-0.050 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1057 | OR_unadj: 1.125 [0.846 1.496] | indivs AUC:0.529 Correlated most with: Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.394 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.393 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.391 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.391 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.380 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.379 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.341 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.340 Vital: HC-gain10to16 | coef -0.000 95% CI: [-0.001 , 0.001] | OR_adj 1.000 [0.999 1.001] | occ: 1222 | OR_unadj: 1.142 [0.874 1.492] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs256:Exam/eval:-0.077 Diagnosis:9ccs154:Gastroent:-0.070 Diagnosis:9ccs92:Otitis media:0.056 Diagnosis:9ccs48:Thyroid dsor:0.055 Diagnosis:9ccs250:Nausea/vomit:-0.055 Diagnosis:9ccs10:Immuniz/scrn:-0.054 Diagnosis:9ccs96:Hrt valve dx:-0.053 Diagnosis:9ccs64:Ot hematl dx:-0.050 Diagnosis:9ccs133:Oth low resp:-0.049 Diagnosis:9ccs200:Oth skin dx:-0.049 Vital: Ht-gain1to5 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1420 | OR_unadj: 0.786 [0.598 1.035] | indivs AUC:0.479 Correlated most with: Number of Visits:0.163 Diagnosis:9ccs126:Ot up rsp in:0.103 Diagnosis:9ccs135:Intest infct:0.079 Diagnosis:9ccs154:Gastroent:-0.070 Diagnosis:9ccs239:Superfic inj:0.068 Diagnosis:9ccs257:Ot aftercare:0.067 Diagnosis:9ccs159:UTI:0.067 Diagnosis:9ccs7:Viral infect:0.065 Diagnosis:9ccs217:Ot cong anom:0.058 Diagnosis:9ccs92:Otitis media:0.056 Vital: HC-gain16to24 | coef 0.000 95% CI: [-0.002 , 0.003] | OR_adj 1.000 [0.998 1.003] | occ: 1064 | OR_unadj: 0.868 [0.662 1.137] | indivs AUC:0.535 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.060 Diagnosis:9ccs209:Ot acq defor:0.056 Newborn Diagnosis:9ccs256:Exam/eval:-0.054 Diagnosis:9ccs214:GI cong anom:-0.049 Diagnosis:9ccs251:Abdomnl pain:-0.049 Diagnosis:9ccs95:Oth nerv dx:0.048 Diagnosis:9ccs140:Gastritis:0.048 Diagnosis:9ccs256:Exam/eval:-0.047 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.047 Diagnosis:9ccs213:Cardiac anom:-0.046 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1059 | OR_unadj: 1.147 [0.861 1.527] | indivs AUC:0.541 Correlated most with: Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:1.000 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.999 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.731 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.731 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.655 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.652 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.635 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.634 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.608 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.605 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1057 | OR_unadj: 1.115 [0.833 1.493] | indivs AUC:0.511 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.997 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.947 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.945 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.769 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.768 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.759 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.757 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.713 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.711 Vital: Temp-avg5to7 | coef 0.000 95% CI: [-0.001 , 0.001] | OR_adj 1.000 [0.999 1.001] | occ: 1315 | OR_unadj: 1.008 [0.763 1.331] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs94:Other ear dx:0.078 Diagnosis:9ccs123:Influenza:0.061 Diagnosis:9ccs234:Crush injury:0.060 Diagnosis:9ccs90:Eye infectn:0.056 Diagnosis:9ccs134:Ot uppr resp:0.055 Number of Visits:0.054 Diagnosis:9ccs151:Oth liver dx:0.052 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.052 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.052 Diagnosis:9ccs219:Low birth wt:-0.052 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1057 | OR_unadj: 0.956 [0.714 1.280] | indivs AUC:0.483 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.696 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.694 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.655 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.654 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.635 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.634 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.351 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.350 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1055 | OR_unadj: 1.063 [0.788 1.433] | indivs AUC:0.501 Correlated most with: Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:1.000 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.998 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.731 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.731 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.719 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.718 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.710 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.708 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.653 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.652 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1057 | OR_unadj: 0.957 [0.702 1.304] | indivs AUC:0.506 Correlated most with: Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:1.000 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.997 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.914 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.912 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.721 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.719 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.713 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.711 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.709 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.708 Census:Percent; Estimate; Percent bachelor's degree or higher-latest | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1059 | OR_unadj: 1.050 [0.773 1.426] | indivs AUC:0.466 Correlated most with: Census:Percent; Estimate; Percent bachelor's degree or higher-latest:1.000 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.998 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.947 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.945 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.930 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.928 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.779 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.776 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.722 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.722 Vital: HC-gain7to13 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1298 | OR_unadj: 1.240 [0.922 1.668] | indivs AUC:0.586 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.069 Diagnosis:9ccs251:Abdomnl pain:0.066 Diagnosis:9ccs211:Ot conn tiss:0.052 Newborn Diagnosis:9ccs223:Birth trauma:-0.049 Diagnosis:9ccs214:GI cong anom:-0.048 Lab:292495 LEAD LEVEL - Sunrise:-0.046 Diagnosis:9ccs51:Ot endo dsor:-0.045 Diagnosis:9ccs135:Intest infct:0.045 Diagnosis:9ccs222:Perint jaund:0.043 Diagnosis:9ccs96:Hrt valve dx:0.041 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1060 | OR_unadj: 1.261 [0.951 1.673] | indivs AUC:0.492 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.999 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.466 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.466 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.360 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.360 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.255 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.252 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.241 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.239 Vital: HC-gain5to10 | coef 0.000 95% CI: [-0.001 , 0.001] | OR_adj 1.000 [0.999 1.001] | occ: 1305 | OR_unadj: 1.028 [0.772 1.370] | indivs AUC:0.434 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.079 Diagnosis:9ccs251:Abdomnl pain:-0.067 Diagnosis:9ccs234:Crush injury:-0.064 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.057 Diagnosis:9ccs8:Oth infectns:-0.054 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.051 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.051 Newborn Diagnosis:9ccs256:Exam/eval:-0.051 Diagnosis:9ccs92:Otitis media:0.050 Diagnosis:9ccs125:Bronchitis:0.049 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1060 | OR_unadj: 1.111 [0.830 1.488] | indivs AUC:0.504 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.997 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.947 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.944 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.769 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.767 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.760 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.757 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.714 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.711 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1010 | OR_unadj: 0.881 [0.647 1.199] | indivs AUC:0.494 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.587 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.586 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.582 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.581 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.482 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.481 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.475 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.474 Vital: Ht Percentile-gain3to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 513 | OR_unadj: 0.862 [0.579 1.284] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs92:Otitis media:0.085 Diagnosis:9ccs136:Teeth dx:0.069 Diagnosis:9ccs74:Ot mentl cnd:0.066 Diagnosis:9ccs113:Late eff CVD:0.062 Diagnosis:9ccs161:Ot dx kidney:0.061 Diagnosis:9ccs59:Anemia:0.060 Diagnosis:9ccs125:Bronchitis:0.058 Diagnosis:9ccs213:Cardiac anom:0.056 Diagnosis:9ccs124:Tonsillitis:0.051 Diagnosis:9ccs126:Ot up rsp in:0.048 Vital: Ht Percentile-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 415 | OR_unadj: 0.745 [0.479 1.157] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.097 Diagnosis:9ccs61:Sickle cell:-0.068 Newborn Diagnosis:9ccs253:Allergy:-0.067 Diagnosis:9ccs175:Ot femal gen:0.066 Diagnosis:9ccs168:PID:0.065 Diagnosis:9ccs96:Hrt valve dx:-0.065 Newborn Diagnosis:9ccs200:Oth skin dx:-0.064 Diagnosis:9ccs242:Poisn ot med:0.052 Diagnosis:9ccs258:Other screen:0.049 Diagnosis:9ccs74:Ot mentl cnd:-0.048 Vital: HC-gain13to19 | coef -0.000 95% CI: [-0.001 , 0.001] | OR_adj 1.000 [0.999 1.001] | occ: 1080 | OR_unadj: 0.985 [0.755 1.286] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs128:Asthma:0.079 Newborn Diagnosis:9ccs223:Birth trauma:0.070 Diagnosis:9ccs96:Hrt valve dx:0.058 Diagnosis:9ccs10:Immuniz/scrn:0.055 Diagnosis:9ccs257:Ot aftercare:0.050 Diagnosis:9ccs243:Poisn nonmed:-0.049 Diagnosis:9ccs163:Other GU dx:0.048 Diagnosis:9ccs244:Other injury:0.046 Diagnosis:9ccs240:Burns:0.046 Diagnosis:9ccs122:Pneumonia:0.044 Vital: HR-avg13to16 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 363 | OR_unadj: 1.048 [0.669 1.642] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs140:Gastritis:0.111 Diagnosis:9ccs240:Burns:0.076 Diagnosis:9ccs168:PID:0.074 Diagnosis:9ccs10:Immuniz/scrn:0.068 Diagnosis:9ccs163:Other GU dx:0.068 Diagnosis:9ccs257:Ot aftercare:0.065 Diagnosis:9ccs159:UTI:0.062 Diagnosis:9ccs234:Crush injury:0.055 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.054 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.054 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1057 | OR_unadj: 1.248 [0.940 1.656] | indivs AUC:0.485 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.999 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.466 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.465 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.360 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.360 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.255 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.254 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.241 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.239 Vital : 0.113805684164 Census : 0.0232093844615 MatDeliveryAge : 0.00501244130522 Number of Visits : -0.00477753122582 Time to run analysis 0:00:41.925928 Total Time elapsed 16:18:02.471480 ----------------------------------------------------- girls min_5 no_wt_bmi randomforest regression Running batch 1 of 7 with 16 nodes Bootstrap CV 13, alpha = (3000, 2, 1), R^2 train: 0.861, R^2 test: -0.003 Bootstrap CV 13, alpha = (3000, 2, 2), R^2 train: 0.806, R^2 test: 0.011 Bootstrap CV 13, alpha = (3000, 2, 5), R^2 train: 0.631, R^2 test: 0.019 Bootstrap CV 13, alpha = (3000, 2, 7), R^2 train: 0.536, R^2 test: 0.010 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.962, Explained Variance Score Train: 0.631 AUC Validation: 0.671, Explained Variance Score Validation: 0.040 AUC Test: 0.583, Explained Variance Score Test: 0.041 Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.862, R^2 test: 0.080 Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.792, R^2 test: 0.076 Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.600, R^2 test: 0.071 Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.498, R^2 test: 0.074 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.933, Explained Variance Score Train: 0.498 AUC Validation: 0.556, Explained Variance Score Validation: 0.074 AUC Test: 0.585, Explained Variance Score Test: 0.053 Bootstrap CV 12, alpha = (3000, 2, 1), R^2 train: 0.863, R^2 test: -0.124 Bootstrap CV 12, alpha = (3000, 2, 2), R^2 train: 0.790, R^2 test: -0.052 Bootstrap CV 12, alpha = (3000, 2, 5), R^2 train: 0.635, R^2 test: -0.033 Bootstrap CV 12, alpha = (3000, 2, 7), R^2 train: 0.552, R^2 test: -0.031 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.956, Explained Variance Score Train: 0.552 AUC Validation: 0.595, Explained Variance Score Validation: -0.014 AUC Test: 0.522, Explained Variance Score Test: -0.025 Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.832, R^2 test: -0.031 Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.726, R^2 test: 0.021 Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.541, R^2 test: 0.052 Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.464, R^2 test: 0.057 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.990, Explained Variance Score Train: 0.541 AUC Validation: 0.565, Explained Variance Score Validation: 0.053 AUC Test: 0.570, Explained Variance Score Test: 0.020 Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.869, R^2 test: -0.037 Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.806, R^2 test: -0.026 Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.617, R^2 test: -0.006 Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.513, R^2 test: 0.023 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.974, Explained Variance Score Train: 0.513 AUC Validation: 0.545, Explained Variance Score Validation: 0.025 AUC Test: 0.587, Explained Variance Score Test: 0.029 Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.863, R^2 test: -0.068 Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.783, R^2 test: -0.047 Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.631, R^2 test: -0.018 Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.544, R^2 test: -0.022 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.983, Explained Variance Score Train: 0.631 AUC Validation: 0.558, Explained Variance Score Validation: -0.016 AUC Test: 0.564, Explained Variance Score Test: -0.009 Bootstrap CV 15, alpha = (3000, 2, 1), R^2 train: 0.861, R^2 test: -0.014 Bootstrap CV 15, alpha = (3000, 2, 2), R^2 train: 0.786, R^2 test: -0.010 Bootstrap CV 15, alpha = (3000, 2, 5), R^2 train: 0.595, R^2 test: -0.037 Bootstrap CV 15, alpha = (3000, 2, 7), R^2 train: 0.511, R^2 test: -0.039 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.982, Explained Variance Score Train: 0.786 AUC Validation: 0.606, Explained Variance Score Validation: 0.039 AUC Test: 0.502, Explained Variance Score Test: -0.027 Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.841, R^2 test: -0.131 Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.750, R^2 test: -0.084 Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.537, R^2 test: -0.006 Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.443, R^2 test: 0.025 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.966, Explained Variance Score Train: 0.537 AUC Validation: 0.690, Explained Variance Score Validation: 0.011 AUC Test: 0.559, Explained Variance Score Test: 0.030 Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.869, R^2 test: -0.002 Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.820, R^2 test: 0.004 Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.645, R^2 test: 0.016 Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.550, R^2 test: 0.022 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.996, Explained Variance Score Train: 0.869 AUC Validation: 0.542, Explained Variance Score Validation: 0.002 AUC Test: 0.601, Explained Variance Score Test: 0.058 Bootstrap CV 10, alpha = (3000, 2, 1), R^2 train: 0.843, R^2 test: 0.048 Bootstrap CV 10, alpha = (3000, 2, 2), R^2 train: 0.735, R^2 test: 0.050 Bootstrap CV 10, alpha = (3000, 2, 5), R^2 train: 0.535, R^2 test: 0.064 Bootstrap CV 10, alpha = (3000, 2, 7), R^2 train: 0.449, R^2 test: 0.071 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.941, Explained Variance Score Train: 0.449 AUC Validation: 0.681, Explained Variance Score Validation: 0.075 AUC Test: 0.555, Explained Variance Score Test: 0.000 Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.842, R^2 test: -0.068 Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.739, R^2 test: -0.009 Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.548, R^2 test: 0.046 Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.470, R^2 test: 0.054 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.953, Explained Variance Score Train: 0.470 AUC Validation: 0.680, Explained Variance Score Validation: 0.057 AUC Test: 0.624, Explained Variance Score Test: 0.065 Bootstrap CV 14, alpha = (3000, 2, 1), R^2 train: 0.841, R^2 test: -0.111 Bootstrap CV 14, alpha = (3000, 2, 2), R^2 train: 0.749, R^2 test: -0.079 Bootstrap CV 14, alpha = (3000, 2, 5), R^2 train: 0.575, R^2 test: -0.087 Bootstrap CV 14, alpha = (3000, 2, 7), R^2 train: 0.477, R^2 test: -0.092 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.942, Explained Variance Score Train: 0.576 AUC Validation: 0.583, Explained Variance Score Validation: -0.073 AUC Test: 0.511, Explained Variance Score Test: -0.068 Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.865, R^2 test: -0.037 Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.813, R^2 test: -0.056 Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.621, R^2 test: -0.002 Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.515, R^2 test: 0.004 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.955, Explained Variance Score Train: 0.515 AUC Validation: 0.474, Explained Variance Score Validation: 0.004 AUC Test: 0.596, Explained Variance Score Test: 0.056 Bootstrap CV 11, alpha = (3000, 2, 1), R^2 train: 0.851, R^2 test: -0.050 Bootstrap CV 11, alpha = (3000, 2, 2), R^2 train: 0.747, R^2 test: -0.018 Bootstrap CV 11, alpha = (3000, 2, 5), R^2 train: 0.527, R^2 test: 0.055 Bootstrap CV 11, alpha = (3000, 2, 7), R^2 train: 0.436, R^2 test: 0.063 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.969, Explained Variance Score Train: 0.527 AUC Validation: 0.659, Explained Variance Score Validation: 0.057 AUC Test: 0.549, Explained Variance Score Test: 0.042 Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.844, R^2 test: 0.044 Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.727, R^2 test: 0.076 Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.507, R^2 test: 0.107 Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.427, R^2 test: 0.115 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.932, Explained Variance Score Train: 0.427 AUC Validation: 0.675, Explained Variance Score Validation: 0.123 AUC Test: 0.583, Explained Variance Score Test: 0.001 Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.848, R^2 test: -0.012 Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.764, R^2 test: 0.017 Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.576, R^2 test: 0.039 Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.487, R^2 test: 0.029 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.978, Explained Variance Score Train: 0.764 AUC Validation: 0.626, Explained Variance Score Validation: 0.029 AUC Test: 0.552, Explained Variance Score Test: 0.015 Running batch 2 of 7 with 16 nodes Bootstrap CV 20, alpha = (3000, 2, 1), R^2 train: 0.843, R^2 test: -0.063 Bootstrap CV 20, alpha = (3000, 2, 2), R^2 train: 0.761, R^2 test: 0.002 Bootstrap CV 20, alpha = (3000, 2, 5), R^2 train: 0.576, R^2 test: 0.015 Bootstrap CV 20, alpha = (3000, 2, 7), R^2 train: 0.482, R^2 test: 0.035 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.973, Explained Variance Score Train: 0.482 AUC Validation: 0.556, Explained Variance Score Validation: 0.037 AUC Test: 0.541, Explained Variance Score Test: 0.018 Bootstrap CV 17, alpha = (3000, 2, 1), R^2 train: 0.851, R^2 test: -0.059 Bootstrap CV 17, alpha = (3000, 2, 2), R^2 train: 0.787, R^2 test: -0.042 Bootstrap CV 17, alpha = (3000, 2, 5), R^2 train: 0.585, R^2 test: -0.013 Bootstrap CV 17, alpha = (3000, 2, 7), R^2 train: 0.489, R^2 test: -0.006 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.977, Explained Variance Score Train: 0.585 AUC Validation: 0.614, Explained Variance Score Validation: -0.006 AUC Test: 0.547, Explained Variance Score Test: 0.020 Bootstrap CV 27, alpha = (3000, 2, 1), R^2 train: 0.861, R^2 test: 0.005 Bootstrap CV 27, alpha = (3000, 2, 2), R^2 train: 0.812, R^2 test: 0.014 Bootstrap CV 27, alpha = (3000, 2, 5), R^2 train: 0.631, R^2 test: 0.022 Bootstrap CV 27, alpha = (3000, 2, 7), R^2 train: 0.532, R^2 test: 0.016 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.947, Explained Variance Score Train: 0.532 AUC Validation: 0.602, Explained Variance Score Validation: 0.020 AUC Test: 0.547, Explained Variance Score Test: 0.006 Bootstrap CV 21, alpha = (3000, 2, 1), R^2 train: 0.862, R^2 test: -0.095 Bootstrap CV 21, alpha = (3000, 2, 2), R^2 train: 0.823, R^2 test: -0.091 Bootstrap CV 21, alpha = (3000, 2, 5), R^2 train: 0.641, R^2 test: -0.049 Bootstrap CV 21, alpha = (3000, 2, 7), R^2 train: 0.546, R^2 test: -0.031 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.946, Explained Variance Score Train: 0.546 AUC Validation: 0.523, Explained Variance Score Validation: -0.031 AUC Test: 0.610, Explained Variance Score Test: 0.038 Bootstrap CV 28, alpha = (3000, 2, 1), R^2 train: 0.854, R^2 test: -0.098 Bootstrap CV 28, alpha = (3000, 2, 2), R^2 train: 0.784, R^2 test: -0.022 Bootstrap CV 28, alpha = (3000, 2, 5), R^2 train: 0.568, R^2 test: -0.049 Bootstrap CV 28, alpha = (3000, 2, 7), R^2 train: 0.484, R^2 test: -0.046 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.954, Explained Variance Score Train: 0.485 AUC Validation: 0.463, Explained Variance Score Validation: -0.046 AUC Test: 0.536, Explained Variance Score Test: -0.008 Bootstrap CV 23, alpha = (3000, 2, 1), R^2 train: 0.864, R^2 test: 0.046 Bootstrap CV 23, alpha = (3000, 2, 2), R^2 train: 0.804, R^2 test: 0.038 Bootstrap CV 23, alpha = (3000, 2, 5), R^2 train: 0.635, R^2 test: 0.028 Bootstrap CV 23, alpha = (3000, 2, 7), R^2 train: 0.548, R^2 test: 0.021 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.973, Explained Variance Score Train: 0.548 AUC Validation: 0.568, Explained Variance Score Validation: 0.052 AUC Test: 0.523, Explained Variance Score Test: 0.011 Bootstrap CV 24, alpha = (3000, 2, 1), R^2 train: 0.865, R^2 test: 0.009 Bootstrap CV 24, alpha = (3000, 2, 2), R^2 train: 0.794, R^2 test: 0.018 Bootstrap CV 24, alpha = (3000, 2, 5), R^2 train: 0.614, R^2 test: 0.035 Bootstrap CV 24, alpha = (3000, 2, 7), R^2 train: 0.525, R^2 test: 0.039 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.964, Explained Variance Score Train: 0.614 AUC Validation: 0.702, Explained Variance Score Validation: 0.036 AUC Test: 0.566, Explained Variance Score Test: 0.032 Bootstrap CV 26, alpha = (3000, 2, 1), R^2 train: 0.842, R^2 test: 0.014 Bootstrap CV 26, alpha = (3000, 2, 2), R^2 train: 0.749, R^2 test: 0.037 Bootstrap CV 26, alpha = (3000, 2, 5), R^2 train: 0.572, R^2 test: 0.051 Bootstrap CV 26, alpha = (3000, 2, 7), R^2 train: 0.482, R^2 test: 0.052 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.994, Explained Variance Score Train: 0.749 AUC Validation: 0.686, Explained Variance Score Validation: 0.038 AUC Test: 0.541, Explained Variance Score Test: -0.003 Bootstrap CV 22, alpha = (3000, 2, 1), R^2 train: 0.866, R^2 test: 0.044 Bootstrap CV 22, alpha = (3000, 2, 2), R^2 train: 0.817, R^2 test: 0.044 Bootstrap CV 22, alpha = (3000, 2, 5), R^2 train: 0.637, R^2 test: 0.032 Bootstrap CV 22, alpha = (3000, 2, 7), R^2 train: 0.543, R^2 test: 0.045 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.955, Explained Variance Score Train: 0.543 AUC Validation: 0.672, Explained Variance Score Validation: 0.045 AUC Test: 0.559, Explained Variance Score Test: 0.041 Bootstrap CV 31, alpha = (3000, 2, 1), R^2 train: 0.858, R^2 test: -0.120 Bootstrap CV 31, alpha = (3000, 2, 2), R^2 train: 0.783, R^2 test: -0.079 Bootstrap CV 31, alpha = (3000, 2, 5), R^2 train: 0.580, R^2 test: -0.056 Bootstrap CV 31, alpha = (3000, 2, 7), R^2 train: 0.488, R^2 test: -0.048 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.953, Explained Variance Score Train: 0.488 AUC Validation: 0.482, Explained Variance Score Validation: -0.027 AUC Test: 0.534, Explained Variance Score Test: 0.007 Bootstrap CV 19, alpha = (3000, 2, 1), R^2 train: 0.852, R^2 test: 0.101 Bootstrap CV 19, alpha = (3000, 2, 2), R^2 train: 0.774, R^2 test: 0.098 Bootstrap CV 19, alpha = (3000, 2, 5), R^2 train: 0.584, R^2 test: 0.058 Bootstrap CV 19, alpha = (3000, 2, 7), R^2 train: 0.500, R^2 test: 0.066 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.965, Explained Variance Score Train: 0.500 AUC Validation: 0.627, Explained Variance Score Validation: 0.073 AUC Test: 0.600, Explained Variance Score Test: 0.040 Bootstrap CV 25, alpha = (3000, 2, 1), R^2 train: 0.860, R^2 test: 0.009 Bootstrap CV 25, alpha = (3000, 2, 2), R^2 train: 0.796, R^2 test: 0.011 Bootstrap CV 25, alpha = (3000, 2, 5), R^2 train: 0.618, R^2 test: 0.004 Bootstrap CV 25, alpha = (3000, 2, 7), R^2 train: 0.531, R^2 test: -0.006 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.994, Explained Variance Score Train: 0.796 AUC Validation: 0.543, Explained Variance Score Validation: 0.027 AUC Test: 0.513, Explained Variance Score Test: 0.012 Bootstrap CV 16, alpha = (3000, 2, 1), R^2 train: 0.851, R^2 test: -0.194 Bootstrap CV 16, alpha = (3000, 2, 2), R^2 train: 0.742, R^2 test: -0.072 Bootstrap CV 16, alpha = (3000, 2, 5), R^2 train: 0.575, R^2 test: -0.009 Bootstrap CV 16, alpha = (3000, 2, 7), R^2 train: 0.496, R^2 test: 0.014 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.944, Explained Variance Score Train: 0.496 AUC Validation: 0.624, Explained Variance Score Validation: 0.033 AUC Test: 0.554, Explained Variance Score Test: 0.019 Bootstrap CV 18, alpha = (3000, 2, 1), R^2 train: 0.847, R^2 test: -0.044 Bootstrap CV 18, alpha = (3000, 2, 2), R^2 train: 0.771, R^2 test: -0.018 Bootstrap CV 18, alpha = (3000, 2, 5), R^2 train: 0.562, R^2 test: -0.047 Bootstrap CV 18, alpha = (3000, 2, 7), R^2 train: 0.461, R^2 test: -0.039 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.967, Explained Variance Score Train: 0.461 AUC Validation: 0.545, Explained Variance Score Validation: 0.001 AUC Test: 0.609, Explained Variance Score Test: 0.044 Bootstrap CV 30, alpha = (3000, 2, 1), R^2 train: 0.838, R^2 test: -0.362 Bootstrap CV 30, alpha = (3000, 2, 2), R^2 train: 0.724, R^2 test: -0.177 Bootstrap CV 30, alpha = (3000, 2, 5), R^2 train: 0.524, R^2 test: -0.091 Bootstrap CV 30, alpha = (3000, 2, 7), R^2 train: 0.452, R^2 test: -0.075 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.962, Explained Variance Score Train: 0.524 AUC Validation: 0.562, Explained Variance Score Validation: -0.073 AUC Test: 0.553, Explained Variance Score Test: 0.026 Bootstrap CV 29, alpha = (3000, 2, 1), R^2 train: 0.834, R^2 test: -0.125 Bootstrap CV 29, alpha = (3000, 2, 2), R^2 train: 0.734, R^2 test: -0.078 Bootstrap CV 29, alpha = (3000, 2, 5), R^2 train: 0.522, R^2 test: -0.032 Bootstrap CV 29, alpha = (3000, 2, 7), R^2 train: 0.430, R^2 test: -0.013 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.979, Explained Variance Score Train: 0.734 AUC Validation: 0.496, Explained Variance Score Validation: -0.045 AUC Test: 0.602, Explained Variance Score Test: 0.029 Running batch 3 of 7 with 16 nodes Bootstrap CV 46, alpha = (3000, 2, 1), R^2 train: 0.864, R^2 test: 0.133 Bootstrap CV 46, alpha = (3000, 2, 2), R^2 train: 0.806, R^2 test: 0.114 Bootstrap CV 46, alpha = (3000, 2, 5), R^2 train: 0.619, R^2 test: 0.113 Bootstrap CV 46, alpha = (3000, 2, 7), R^2 train: 0.527, R^2 test: 0.121 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.969, Explained Variance Score Train: 0.619 AUC Validation: 0.722, Explained Variance Score Validation: 0.114 AUC Test: 0.608, Explained Variance Score Test: 0.056 Bootstrap CV 39, alpha = (3000, 2, 1), R^2 train: 0.858, R^2 test: -0.330 Bootstrap CV 39, alpha = (3000, 2, 2), R^2 train: 0.788, R^2 test: -0.102 Bootstrap CV 39, alpha = (3000, 2, 5), R^2 train: 0.630, R^2 test: -0.008 Bootstrap CV 39, alpha = (3000, 2, 7), R^2 train: 0.556, R^2 test: 0.015 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.963, Explained Variance Score Train: 0.557 AUC Validation: 0.636, Explained Variance Score Validation: 0.016 AUC Test: 0.548, Explained Variance Score Test: -0.006 Bootstrap CV 47, alpha = (3000, 2, 1), R^2 train: 0.855, R^2 test: -0.229 Bootstrap CV 47, alpha = (3000, 2, 2), R^2 train: 0.795, R^2 test: -0.125 Bootstrap CV 47, alpha = (3000, 2, 5), R^2 train: 0.617, R^2 test: -0.037 Bootstrap CV 47, alpha = (3000, 2, 7), R^2 train: 0.529, R^2 test: -0.026 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.981, Explained Variance Score Train: 0.529 AUC Validation: 0.567, Explained Variance Score Validation: -0.016 AUC Test: 0.564, Explained Variance Score Test: 0.007 Bootstrap CV 38, alpha = (3000, 2, 1), R^2 train: 0.851, R^2 test: -0.200 Bootstrap CV 38, alpha = (3000, 2, 2), R^2 train: 0.791, R^2 test: -0.185 Bootstrap CV 38, alpha = (3000, 2, 5), R^2 train: 0.573, R^2 test: -0.133 Bootstrap CV 38, alpha = (3000, 2, 7), R^2 train: 0.483, R^2 test: -0.106 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.935, Explained Variance Score Train: 0.483 AUC Validation: 0.577, Explained Variance Score Validation: -0.064 AUC Test: 0.590, Explained Variance Score Test: 0.031 Bootstrap CV 35, alpha = (3000, 2, 1), R^2 train: 0.852, R^2 test: -0.173 Bootstrap CV 35, alpha = (3000, 2, 2), R^2 train: 0.768, R^2 test: -0.139 Bootstrap CV 35, alpha = (3000, 2, 5), R^2 train: 0.563, R^2 test: -0.013 Bootstrap CV 35, alpha = (3000, 2, 7), R^2 train: 0.471, R^2 test: -0.000 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.940, Explained Variance Score Train: 0.472 AUC Validation: 0.619, Explained Variance Score Validation: 0.007 AUC Test: 0.581, Explained Variance Score Test: 0.015 Bootstrap CV 34, alpha = (3000, 2, 1), R^2 train: 0.834, R^2 test: 0.033 Bootstrap CV 34, alpha = (3000, 2, 2), R^2 train: 0.735, R^2 test: 0.028 Bootstrap CV 34, alpha = (3000, 2, 5), R^2 train: 0.543, R^2 test: 0.021 Bootstrap CV 34, alpha = (3000, 2, 7), R^2 train: 0.466, R^2 test: 0.025 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.968, Explained Variance Score Train: 0.466 AUC Validation: 0.702, Explained Variance Score Validation: 0.056 AUC Test: 0.582, Explained Variance Score Test: 0.028 Bootstrap CV 36, alpha = (3000, 2, 1), R^2 train: 0.844, R^2 test: -0.076 Bootstrap CV 36, alpha = (3000, 2, 2), R^2 train: 0.739, R^2 test: -0.027 Bootstrap CV 36, alpha = (3000, 2, 5), R^2 train: 0.580, R^2 test: 0.003 Bootstrap CV 36, alpha = (3000, 2, 7), R^2 train: 0.502, R^2 test: 0.022 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.991, Explained Variance Score Train: 0.739 AUC Validation: 0.578, Explained Variance Score Validation: -0.020 AUC Test: 0.565, Explained Variance Score Test: 0.018 Bootstrap CV 42, alpha = (3000, 2, 1), R^2 train: 0.853, R^2 test: -0.252 Bootstrap CV 42, alpha = (3000, 2, 2), R^2 train: 0.770, R^2 test: -0.201 Bootstrap CV 42, alpha = (3000, 2, 5), R^2 train: 0.592, R^2 test: -0.103 Bootstrap CV 42, alpha = (3000, 2, 7), R^2 train: 0.500, R^2 test: -0.093 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.973, Explained Variance Score Train: 0.501 AUC Validation: 0.455, Explained Variance Score Validation: -0.074 AUC Test: 0.576, Explained Variance Score Test: 0.020 Bootstrap CV 32, alpha = (3000, 2, 1), R^2 train: 0.840, R^2 test: 0.029 Bootstrap CV 32, alpha = (3000, 2, 2), R^2 train: 0.771, R^2 test: 0.006 Bootstrap CV 32, alpha = (3000, 2, 5), R^2 train: 0.582, R^2 test: 0.016 Bootstrap CV 32, alpha = (3000, 2, 7), R^2 train: 0.489, R^2 test: -0.000 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.979, Explained Variance Score Train: 0.490 AUC Validation: 0.512, Explained Variance Score Validation: 0.012 AUC Test: 0.565, Explained Variance Score Test: 0.008 Bootstrap CV 37, alpha = (3000, 2, 1), R^2 train: 0.858, R^2 test: -0.190 Bootstrap CV 37, alpha = (3000, 2, 2), R^2 train: 0.752, R^2 test: -0.130 Bootstrap CV 37, alpha = (3000, 2, 5), R^2 train: 0.534, R^2 test: -0.053 Bootstrap CV 37, alpha = (3000, 2, 7), R^2 train: 0.449, R^2 test: -0.048 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.954, Explained Variance Score Train: 0.449 AUC Validation: 0.694, Explained Variance Score Validation: 0.022 AUC Test: 0.582, Explained Variance Score Test: 0.047 Bootstrap CV 43, alpha = (3000, 2, 1), R^2 train: 0.830, R^2 test: -0.166 Bootstrap CV 43, alpha = (3000, 2, 2), R^2 train: 0.706, R^2 test: -0.134 Bootstrap CV 43, alpha = (3000, 2, 5), R^2 train: 0.512, R^2 test: -0.090 Bootstrap CV 43, alpha = (3000, 2, 7), R^2 train: 0.429, R^2 test: -0.057 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.961, Explained Variance Score Train: 0.429 AUC Validation: 0.478, Explained Variance Score Validation: -0.057 AUC Test: 0.550, Explained Variance Score Test: 0.027 Bootstrap CV 44, alpha = (3000, 2, 1), R^2 train: 0.852, R^2 test: -0.050 Bootstrap CV 44, alpha = (3000, 2, 2), R^2 train: 0.759, R^2 test: -0.001 Bootstrap CV 44, alpha = (3000, 2, 5), R^2 train: 0.571, R^2 test: 0.015 Bootstrap CV 44, alpha = (3000, 2, 7), R^2 train: 0.488, R^2 test: 0.015 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.937, Explained Variance Score Train: 0.571 AUC Validation: 0.599, Explained Variance Score Validation: 0.025 AUC Test: 0.595, Explained Variance Score Test: 0.036 Bootstrap CV 33, alpha = (3000, 2, 1), R^2 train: 0.845, R^2 test: 0.026 Bootstrap CV 33, alpha = (3000, 2, 2), R^2 train: 0.759, R^2 test: 0.061 Bootstrap CV 33, alpha = (3000, 2, 5), R^2 train: 0.557, R^2 test: 0.070 Bootstrap CV 33, alpha = (3000, 2, 7), R^2 train: 0.463, R^2 test: 0.069 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.967, Explained Variance Score Train: 0.557 AUC Validation: 0.622, Explained Variance Score Validation: 0.089 AUC Test: 0.595, Explained Variance Score Test: 0.043 Bootstrap CV 41, alpha = (3000, 2, 1), R^2 train: 0.860, R^2 test: -0.026 Bootstrap CV 41, alpha = (3000, 2, 2), R^2 train: 0.762, R^2 test: -0.049 Bootstrap CV 41, alpha = (3000, 2, 5), R^2 train: 0.533, R^2 test: 0.026 Bootstrap CV 41, alpha = (3000, 2, 7), R^2 train: 0.448, R^2 test: 0.052 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.943, Explained Variance Score Train: 0.448 AUC Validation: 0.650, Explained Variance Score Validation: 0.058 AUC Test: 0.596, Explained Variance Score Test: 0.041 Bootstrap CV 45, alpha = (3000, 2, 1), R^2 train: 0.847, R^2 test: -0.052 Bootstrap CV 45, alpha = (3000, 2, 2), R^2 train: 0.749, R^2 test: -0.028 Bootstrap CV 45, alpha = (3000, 2, 5), R^2 train: 0.564, R^2 test: 0.000 Bootstrap CV 45, alpha = (3000, 2, 7), R^2 train: 0.481, R^2 test: 0.001 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.951, Explained Variance Score Train: 0.481 AUC Validation: 0.492, Explained Variance Score Validation: 0.002 AUC Test: 0.553, Explained Variance Score Test: 0.029 Bootstrap CV 40, alpha = (3000, 2, 1), R^2 train: 0.854, R^2 test: 0.044 Bootstrap CV 40, alpha = (3000, 2, 2), R^2 train: 0.804, R^2 test: 0.040 Bootstrap CV 40, alpha = (3000, 2, 5), R^2 train: 0.611, R^2 test: 0.036 Bootstrap CV 40, alpha = (3000, 2, 7), R^2 train: 0.518, R^2 test: 0.024 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.981, Explained Variance Score Train: 0.611 AUC Validation: 0.571, Explained Variance Score Validation: 0.036 AUC Test: 0.557, Explained Variance Score Test: 0.002 Running batch 4 of 7 with 16 nodes Bootstrap CV 58, alpha = (3000, 2, 1), R^2 train: 0.859, R^2 test: 0.054 Bootstrap CV 58, alpha = (3000, 2, 2), R^2 train: 0.774, R^2 test: 0.031 Bootstrap CV 58, alpha = (3000, 2, 5), R^2 train: 0.579, R^2 test: 0.085 Bootstrap CV 58, alpha = (3000, 2, 7), R^2 train: 0.485, R^2 test: 0.093 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.961, Explained Variance Score Train: 0.485 AUC Validation: 0.722, Explained Variance Score Validation: 0.094 AUC Test: 0.523, Explained Variance Score Test: 0.015 Bootstrap CV 60, alpha = (3000, 2, 1), R^2 train: 0.825, R^2 test: -0.085 Bootstrap CV 60, alpha = (3000, 2, 2), R^2 train: 0.705, R^2 test: -0.045 Bootstrap CV 60, alpha = (3000, 2, 5), R^2 train: 0.509, R^2 test: 0.036 Bootstrap CV 60, alpha = (3000, 2, 7), R^2 train: 0.414, R^2 test: 0.044 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.947, Explained Variance Score Train: 0.414 AUC Validation: 0.583, Explained Variance Score Validation: 0.045 AUC Test: 0.590, Explained Variance Score Test: 0.037 Bootstrap CV 59, alpha = (3000, 2, 1), R^2 train: 0.859, R^2 test: -0.000 Bootstrap CV 59, alpha = (3000, 2, 2), R^2 train: 0.796, R^2 test: 0.003 Bootstrap CV 59, alpha = (3000, 2, 5), R^2 train: 0.610, R^2 test: 0.022 Bootstrap CV 59, alpha = (3000, 2, 7), R^2 train: 0.513, R^2 test: 0.028 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.963, Explained Variance Score Train: 0.513 AUC Validation: 0.626, Explained Variance Score Validation: 0.028 AUC Test: 0.569, Explained Variance Score Test: 0.034 Bootstrap CV 55, alpha = (3000, 2, 1), R^2 train: 0.854, R^2 test: -0.104 Bootstrap CV 55, alpha = (3000, 2, 2), R^2 train: 0.757, R^2 test: -0.112 Bootstrap CV 55, alpha = (3000, 2, 5), R^2 train: 0.539, R^2 test: -0.058 Bootstrap CV 55, alpha = (3000, 2, 7), R^2 train: 0.442, R^2 test: -0.070 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.948, Explained Variance Score Train: 0.443 AUC Validation: 0.487, Explained Variance Score Validation: -0.063 AUC Test: 0.596, Explained Variance Score Test: 0.035 Bootstrap CV 53, alpha = (3000, 2, 1), R^2 train: 0.828, R^2 test: 0.079 Bootstrap CV 53, alpha = (3000, 2, 2), R^2 train: 0.721, R^2 test: 0.080 Bootstrap CV 53, alpha = (3000, 2, 5), R^2 train: 0.517, R^2 test: 0.085 Bootstrap CV 53, alpha = (3000, 2, 7), R^2 train: 0.428, R^2 test: 0.081 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.972, Explained Variance Score Train: 0.428 AUC Validation: 0.700, Explained Variance Score Validation: 0.117 AUC Test: 0.589, Explained Variance Score Test: 0.041 Bootstrap CV 51, alpha = (3000, 2, 1), R^2 train: 0.862, R^2 test: -0.052 Bootstrap CV 51, alpha = (3000, 2, 2), R^2 train: 0.816, R^2 test: -0.045 Bootstrap CV 51, alpha = (3000, 2, 5), R^2 train: 0.622, R^2 test: -0.017 Bootstrap CV 51, alpha = (3000, 2, 7), R^2 train: 0.518, R^2 test: -0.007 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.942, Explained Variance Score Train: 0.518 AUC Validation: 0.740, Explained Variance Score Validation: 0.026 AUC Test: 0.546, Explained Variance Score Test: 0.017 Bootstrap CV 62, alpha = (3000, 2, 1), R^2 train: 0.867, R^2 test: -0.021 Bootstrap CV 62, alpha = (3000, 2, 2), R^2 train: 0.805, R^2 test: -0.013 Bootstrap CV 62, alpha = (3000, 2, 5), R^2 train: 0.629, R^2 test: -0.020 Bootstrap CV 62, alpha = (3000, 2, 7), R^2 train: 0.534, R^2 test: -0.021 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.990, Explained Variance Score Train: 0.805 AUC Validation: 0.495, Explained Variance Score Validation: -0.003 AUC Test: 0.611, Explained Variance Score Test: 0.073 Bootstrap CV 48, alpha = (3000, 2, 1), R^2 train: 0.850, R^2 test: -0.411 Bootstrap CV 48, alpha = (3000, 2, 2), R^2 train: 0.761, R^2 test: -0.186 Bootstrap CV 48, alpha = (3000, 2, 5), R^2 train: 0.566, R^2 test: -0.109 Bootstrap CV 48, alpha = (3000, 2, 7), R^2 train: 0.478, R^2 test: -0.089 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.937, Explained Variance Score Train: 0.478 AUC Validation: 0.532, Explained Variance Score Validation: -0.025 AUC Test: 0.585, Explained Variance Score Test: 0.033 Bootstrap CV 63, alpha = (3000, 2, 1), R^2 train: 0.851, R^2 test: -0.131 Bootstrap CV 63, alpha = (3000, 2, 2), R^2 train: 0.759, R^2 test: -0.108 Bootstrap CV 63, alpha = (3000, 2, 5), R^2 train: 0.571, R^2 test: 0.024 Bootstrap CV 63, alpha = (3000, 2, 7), R^2 train: 0.479, R^2 test: 0.055 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.967, Explained Variance Score Train: 0.479 AUC Validation: 0.619, Explained Variance Score Validation: 0.058 AUC Test: 0.543, Explained Variance Score Test: 0.031 Bootstrap CV 61, alpha = (3000, 2, 1), R^2 train: 0.850, R^2 test: -0.493 Bootstrap CV 61, alpha = (3000, 2, 2), R^2 train: 0.706, R^2 test: -0.001 Bootstrap CV 61, alpha = (3000, 2, 5), R^2 train: 0.515, R^2 test: 0.011 Bootstrap CV 61, alpha = (3000, 2, 7), R^2 train: 0.440, R^2 test: 0.009 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.974, Explained Variance Score Train: 0.515 AUC Validation: 0.682, Explained Variance Score Validation: 0.023 AUC Test: 0.620, Explained Variance Score Test: 0.058 Bootstrap CV 50, alpha = (3000, 2, 1), R^2 train: 0.852, R^2 test: -0.205 Bootstrap CV 50, alpha = (3000, 2, 2), R^2 train: 0.768, R^2 test: -0.153 Bootstrap CV 50, alpha = (3000, 2, 5), R^2 train: 0.576, R^2 test: -0.108 Bootstrap CV 50, alpha = (3000, 2, 7), R^2 train: 0.481, R^2 test: -0.106 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.936, Explained Variance Score Train: 0.482 AUC Validation: 0.534, Explained Variance Score Validation: -0.044 AUC Test: 0.555, Explained Variance Score Test: 0.016 Bootstrap CV 54, alpha = (3000, 2, 1), R^2 train: 0.842, R^2 test: -0.345 Bootstrap CV 54, alpha = (3000, 2, 2), R^2 train: 0.725, R^2 test: -0.266 Bootstrap CV 54, alpha = (3000, 2, 5), R^2 train: 0.524, R^2 test: -0.157 Bootstrap CV 54, alpha = (3000, 2, 7), R^2 train: 0.426, R^2 test: -0.132 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.951, Explained Variance Score Train: 0.426 AUC Validation: 0.535, Explained Variance Score Validation: -0.123 AUC Test: 0.613, Explained Variance Score Test: 0.027 Bootstrap CV 56, alpha = (3000, 2, 1), R^2 train: 0.845, R^2 test: -0.136 Bootstrap CV 56, alpha = (3000, 2, 2), R^2 train: 0.770, R^2 test: -0.067 Bootstrap CV 56, alpha = (3000, 2, 5), R^2 train: 0.568, R^2 test: -0.028 Bootstrap CV 56, alpha = (3000, 2, 7), R^2 train: 0.469, R^2 test: -0.014 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.989, Explained Variance Score Train: 0.845 AUC Validation: 0.432, Explained Variance Score Validation: -0.134 AUC Test: 0.594, Explained Variance Score Test: 0.056 Bootstrap CV 49, alpha = (3000, 2, 1), R^2 train: 0.853, R^2 test: -0.060 Bootstrap CV 49, alpha = (3000, 2, 2), R^2 train: 0.704, R^2 test: -0.020 Bootstrap CV 49, alpha = (3000, 2, 5), R^2 train: 0.509, R^2 test: -0.085 Bootstrap CV 49, alpha = (3000, 2, 7), R^2 train: 0.430, R^2 test: -0.081 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.953, Explained Variance Score Train: 0.430 AUC Validation: 0.533, Explained Variance Score Validation: -0.079 AUC Test: 0.550, Explained Variance Score Test: -0.009 Bootstrap CV 52, alpha = (3000, 2, 1), R^2 train: 0.835, R^2 test: 0.057 Bootstrap CV 52, alpha = (3000, 2, 2), R^2 train: 0.694, R^2 test: 0.038 Bootstrap CV 52, alpha = (3000, 2, 5), R^2 train: 0.487, R^2 test: 0.018 Bootstrap CV 52, alpha = (3000, 2, 7), R^2 train: 0.403, R^2 test: 0.029 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.933, Explained Variance Score Train: 0.404 AUC Validation: 0.704, Explained Variance Score Validation: 0.057 AUC Test: 0.634, Explained Variance Score Test: 0.048 Bootstrap CV 57, alpha = (3000, 2, 1), R^2 train: 0.874, R^2 test: -0.195 Bootstrap CV 57, alpha = (3000, 2, 2), R^2 train: 0.820, R^2 test: -0.191 Bootstrap CV 57, alpha = (3000, 2, 5), R^2 train: 0.619, R^2 test: -0.189 Bootstrap CV 57, alpha = (3000, 2, 7), R^2 train: 0.521, R^2 test: -0.191 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.988, Explained Variance Score Train: 0.820 AUC Validation: 0.452, Explained Variance Score Validation: -0.189 AUC Test: 0.539, Explained Variance Score Test: -0.012 Running batch 5 of 7 with 16 nodes Bootstrap CV 66, alpha = (3000, 2, 1), R^2 train: 0.856, R^2 test: -0.051 Bootstrap CV 66, alpha = (3000, 2, 2), R^2 train: 0.778, R^2 test: -0.024 Bootstrap CV 66, alpha = (3000, 2, 5), R^2 train: 0.586, R^2 test: 0.007 Bootstrap CV 66, alpha = (3000, 2, 7), R^2 train: 0.502, R^2 test: 0.004 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.971, Explained Variance Score Train: 0.502 AUC Validation: 0.706, Explained Variance Score Validation: 0.030 AUC Test: 0.535, Explained Variance Score Test: 0.015 Bootstrap CV 64, alpha = (3000, 2, 1), R^2 train: 0.869, R^2 test: -0.427 Bootstrap CV 64, alpha = (3000, 2, 2), R^2 train: 0.804, R^2 test: -0.467 Bootstrap CV 64, alpha = (3000, 2, 5), R^2 train: 0.603, R^2 test: -0.436 Bootstrap CV 64, alpha = (3000, 2, 7), R^2 train: 0.519, R^2 test: -0.430 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.983, Explained Variance Score Train: 0.804 AUC Validation: 0.507, Explained Variance Score Validation: -0.376 AUC Test: 0.544, Explained Variance Score Test: -0.032 Bootstrap CV 71, alpha = (3000, 2, 1), R^2 train: 0.861, R^2 test: -0.009 Bootstrap CV 71, alpha = (3000, 2, 2), R^2 train: 0.817, R^2 test: -0.010 Bootstrap CV 71, alpha = (3000, 2, 5), R^2 train: 0.650, R^2 test: -0.037 Bootstrap CV 71, alpha = (3000, 2, 7), R^2 train: 0.563, R^2 test: -0.042 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.984, Explained Variance Score Train: 0.563 AUC Validation: 0.505, Explained Variance Score Validation: -0.042 AUC Test: 0.558, Explained Variance Score Test: 0.018 Bootstrap CV 76, alpha = (3000, 2, 1), R^2 train: 0.842, R^2 test: -0.001 Bootstrap CV 76, alpha = (3000, 2, 2), R^2 train: 0.761, R^2 test: 0.013 Bootstrap CV 76, alpha = (3000, 2, 5), R^2 train: 0.555, R^2 test: 0.029 Bootstrap CV 76, alpha = (3000, 2, 7), R^2 train: 0.470, R^2 test: 0.034 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.975, Explained Variance Score Train: 0.555 AUC Validation: 0.678, Explained Variance Score Validation: 0.033 AUC Test: 0.584, Explained Variance Score Test: 0.030 Bootstrap CV 69, alpha = (3000, 2, 1), R^2 train: 0.840, R^2 test: -0.061 Bootstrap CV 69, alpha = (3000, 2, 2), R^2 train: 0.746, R^2 test: -0.031 Bootstrap CV 69, alpha = (3000, 2, 5), R^2 train: 0.528, R^2 test: -0.042 Bootstrap CV 69, alpha = (3000, 2, 7), R^2 train: 0.447, R^2 test: -0.030 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.960, Explained Variance Score Train: 0.447 AUC Validation: 0.506, Explained Variance Score Validation: -0.030 AUC Test: 0.565, Explained Variance Score Test: 0.003 Bootstrap CV 67, alpha = (3000, 2, 1), R^2 train: 0.852, R^2 test: -0.913 Bootstrap CV 67, alpha = (3000, 2, 2), R^2 train: 0.662, R^2 test: -0.090 Bootstrap CV 67, alpha = (3000, 2, 5), R^2 train: 0.486, R^2 test: 0.114 Bootstrap CV 67, alpha = (3000, 2, 7), R^2 train: 0.414, R^2 test: 0.113 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.945, Explained Variance Score Train: 0.414 AUC Validation: 0.744, Explained Variance Score Validation: 0.114 AUC Test: 0.563, Explained Variance Score Test: -0.006 Bootstrap CV 72, alpha = (3000, 2, 1), R^2 train: 0.852, R^2 test: 0.079 Bootstrap CV 72, alpha = (3000, 2, 2), R^2 train: 0.772, R^2 test: 0.086 Bootstrap CV 72, alpha = (3000, 2, 5), R^2 train: 0.568, R^2 test: 0.085 Bootstrap CV 72, alpha = (3000, 2, 7), R^2 train: 0.471, R^2 test: 0.077 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.964, Explained Variance Score Train: 0.568 AUC Validation: 0.713, Explained Variance Score Validation: 0.088 AUC Test: 0.566, Explained Variance Score Test: 0.027 Bootstrap CV 70, alpha = (3000, 2, 1), R^2 train: 0.843, R^2 test: 0.013 Bootstrap CV 70, alpha = (3000, 2, 2), R^2 train: 0.766, R^2 test: 0.008 Bootstrap CV 70, alpha = (3000, 2, 5), R^2 train: 0.564, R^2 test: 0.014 Bootstrap CV 70, alpha = (3000, 2, 7), R^2 train: 0.475, R^2 test: 0.016 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.968, Explained Variance Score Train: 0.475 AUC Validation: 0.542, Explained Variance Score Validation: 0.033 AUC Test: 0.562, Explained Variance Score Test: 0.005 Bootstrap CV 68, alpha = (3000, 2, 1), R^2 train: 0.850, R^2 test: -0.622 Bootstrap CV 68, alpha = (3000, 2, 2), R^2 train: 0.778, R^2 test: -0.747 Bootstrap CV 68, alpha = (3000, 2, 5), R^2 train: 0.577, R^2 test: -0.563 Bootstrap CV 68, alpha = (3000, 2, 7), R^2 train: 0.480, R^2 test: -0.463 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.959, Explained Variance Score Train: 0.480 AUC Validation: 0.477, Explained Variance Score Validation: -0.200 AUC Test: 0.552, Explained Variance Score Test: 0.038 Bootstrap CV 74, alpha = (3000, 2, 1), R^2 train: 0.836, R^2 test: -0.232 Bootstrap CV 74, alpha = (3000, 2, 2), R^2 train: 0.705, R^2 test: -0.225 Bootstrap CV 74, alpha = (3000, 2, 5), R^2 train: 0.513, R^2 test: -0.126 Bootstrap CV 74, alpha = (3000, 2, 7), R^2 train: 0.428, R^2 test: -0.088 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.938, Explained Variance Score Train: 0.428 AUC Validation: 0.462, Explained Variance Score Validation: -0.055 AUC Test: 0.553, Explained Variance Score Test: 0.017 Bootstrap CV 65, alpha = (3000, 2, 1), R^2 train: 0.849, R^2 test: 0.061 Bootstrap CV 65, alpha = (3000, 2, 2), R^2 train: 0.773, R^2 test: 0.015 Bootstrap CV 65, alpha = (3000, 2, 5), R^2 train: 0.565, R^2 test: -0.011 Bootstrap CV 65, alpha = (3000, 2, 7), R^2 train: 0.468, R^2 test: 0.016 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.975, Explained Variance Score Train: 0.469 AUC Validation: 0.581, Explained Variance Score Validation: 0.024 AUC Test: 0.553, Explained Variance Score Test: 0.029 Bootstrap CV 73, alpha = (3000, 2, 1), R^2 train: 0.855, R^2 test: -0.305 Bootstrap CV 73, alpha = (3000, 2, 2), R^2 train: 0.734, R^2 test: -0.102 Bootstrap CV 73, alpha = (3000, 2, 5), R^2 train: 0.537, R^2 test: 0.012 Bootstrap CV 73, alpha = (3000, 2, 7), R^2 train: 0.451, R^2 test: 0.034 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.978, Explained Variance Score Train: 0.537 AUC Validation: 0.616, Explained Variance Score Validation: 0.017 AUC Test: 0.564, Explained Variance Score Test: 0.035 Bootstrap CV 77, alpha = (3000, 2, 1), R^2 train: 0.835, R^2 test: -0.041 Bootstrap CV 77, alpha = (3000, 2, 2), R^2 train: 0.762, R^2 test: -0.005 Bootstrap CV 77, alpha = (3000, 2, 5), R^2 train: 0.559, R^2 test: 0.006 Bootstrap CV 77, alpha = (3000, 2, 7), R^2 train: 0.473, R^2 test: -0.002 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.972, Explained Variance Score Train: 0.474 AUC Validation: 0.594, Explained Variance Score Validation: 0.008 AUC Test: 0.576, Explained Variance Score Test: 0.022 Bootstrap CV 79, alpha = (3000, 2, 1), R^2 train: 0.859, R^2 test: -0.036 Bootstrap CV 79, alpha = (3000, 2, 2), R^2 train: 0.758, R^2 test: -0.028 Bootstrap CV 79, alpha = (3000, 2, 5), R^2 train: 0.607, R^2 test: -0.029 Bootstrap CV 79, alpha = (3000, 2, 7), R^2 train: 0.521, R^2 test: -0.026 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.981, Explained Variance Score Train: 0.758 AUC Validation: 0.520, Explained Variance Score Validation: 0.042 AUC Test: 0.570, Explained Variance Score Test: 0.040 Bootstrap CV 75, alpha = (3000, 2, 1), R^2 train: 0.847, R^2 test: -0.016 Bootstrap CV 75, alpha = (3000, 2, 2), R^2 train: 0.773, R^2 test: -0.011 Bootstrap CV 75, alpha = (3000, 2, 5), R^2 train: 0.576, R^2 test: -0.007 Bootstrap CV 75, alpha = (3000, 2, 7), R^2 train: 0.488, R^2 test: 0.005 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.987, Explained Variance Score Train: 0.773 AUC Validation: 0.548, Explained Variance Score Validation: -0.008 AUC Test: 0.604, Explained Variance Score Test: 0.060 Bootstrap CV 78, alpha = (3000, 2, 1), R^2 train: 0.852, R^2 test: -0.127 Bootstrap CV 78, alpha = (3000, 2, 2), R^2 train: 0.781, R^2 test: -0.154 Bootstrap CV 78, alpha = (3000, 2, 5), R^2 train: 0.579, R^2 test: -0.144 Bootstrap CV 78, alpha = (3000, 2, 7), R^2 train: 0.478, R^2 test: -0.141 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.993, Explained Variance Score Train: 0.781 AUC Validation: 0.460, Explained Variance Score Validation: -0.111 AUC Test: 0.613, Explained Variance Score Test: 0.055 Running batch 6 of 7 with 16 nodes Bootstrap CV 93, alpha = (3000, 2, 1), R^2 train: 0.863, R^2 test: 0.001 Bootstrap CV 93, alpha = (3000, 2, 2), R^2 train: 0.804, R^2 test: 0.007 Bootstrap CV 93, alpha = (3000, 2, 5), R^2 train: 0.630, R^2 test: 0.043 Bootstrap CV 93, alpha = (3000, 2, 7), R^2 train: 0.539, R^2 test: 0.062 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.942, Explained Variance Score Train: 0.539 AUC Validation: 0.687, Explained Variance Score Validation: 0.064 AUC Test: 0.545, Explained Variance Score Test: 0.018 Bootstrap CV 83, alpha = (3000, 2, 1), R^2 train: 0.840, R^2 test: -0.022 Bootstrap CV 83, alpha = (3000, 2, 2), R^2 train: 0.777, R^2 test: -0.006 Bootstrap CV 83, alpha = (3000, 2, 5), R^2 train: 0.575, R^2 test: 0.019 Bootstrap CV 83, alpha = (3000, 2, 7), R^2 train: 0.485, R^2 test: 0.020 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.968, Explained Variance Score Train: 0.486 AUC Validation: 0.575, Explained Variance Score Validation: 0.029 AUC Test: 0.595, Explained Variance Score Test: 0.040 Bootstrap CV 90, alpha = (3000, 2, 1), R^2 train: 0.858, R^2 test: -0.111 Bootstrap CV 90, alpha = (3000, 2, 2), R^2 train: 0.792, R^2 test: -0.071 Bootstrap CV 90, alpha = (3000, 2, 5), R^2 train: 0.592, R^2 test: -0.043 Bootstrap CV 90, alpha = (3000, 2, 7), R^2 train: 0.507, R^2 test: -0.035 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.962, Explained Variance Score Train: 0.592 AUC Validation: 0.630, Explained Variance Score Validation: -0.029 AUC Test: 0.571, Explained Variance Score Test: 0.002 Bootstrap CV 85, alpha = (3000, 2, 1), R^2 train: 0.841, R^2 test: -0.018 Bootstrap CV 85, alpha = (3000, 2, 2), R^2 train: 0.758, R^2 test: -0.031 Bootstrap CV 85, alpha = (3000, 2, 5), R^2 train: 0.580, R^2 test: -0.000 Bootstrap CV 85, alpha = (3000, 2, 7), R^2 train: 0.484, R^2 test: -0.015 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.982, Explained Variance Score Train: 0.758 AUC Validation: 0.582, Explained Variance Score Validation: 0.011 AUC Test: 0.547, Explained Variance Score Test: 0.026 Bootstrap CV 95, alpha = (3000, 2, 1), R^2 train: 0.856, R^2 test: -0.104 Bootstrap CV 95, alpha = (3000, 2, 2), R^2 train: 0.781, R^2 test: -0.071 Bootstrap CV 95, alpha = (3000, 2, 5), R^2 train: 0.591, R^2 test: -0.065 Bootstrap CV 95, alpha = (3000, 2, 7), R^2 train: 0.507, R^2 test: -0.056 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.995, Explained Variance Score Train: 0.782 AUC Validation: 0.545, Explained Variance Score Validation: -0.071 AUC Test: 0.537, Explained Variance Score Test: -0.004 Bootstrap CV 88, alpha = (3000, 2, 1), R^2 train: 0.862, R^2 test: -0.105 Bootstrap CV 88, alpha = (3000, 2, 2), R^2 train: 0.818, R^2 test: -0.099 Bootstrap CV 88, alpha = (3000, 2, 5), R^2 train: 0.647, R^2 test: -0.082 Bootstrap CV 88, alpha = (3000, 2, 7), R^2 train: 0.549, R^2 test: -0.068 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.961, Explained Variance Score Train: 0.647 AUC Validation: 0.459, Explained Variance Score Validation: -0.064 AUC Test: 0.554, Explained Variance Score Test: 0.019 Bootstrap CV 84, alpha = (3000, 2, 1), R^2 train: 0.859, R^2 test: -0.200 Bootstrap CV 84, alpha = (3000, 2, 2), R^2 train: 0.788, R^2 test: -0.145 Bootstrap CV 84, alpha = (3000, 2, 5), R^2 train: 0.606, R^2 test: -0.033 Bootstrap CV 84, alpha = (3000, 2, 7), R^2 train: 0.524, R^2 test: -0.016 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.977, Explained Variance Score Train: 0.606 AUC Validation: 0.719, Explained Variance Score Validation: -0.012 AUC Test: 0.533, Explained Variance Score Test: 0.012 Bootstrap CV 92, alpha = (3000, 2, 1), R^2 train: 0.857, R^2 test: 0.019 Bootstrap CV 92, alpha = (3000, 2, 2), R^2 train: 0.808, R^2 test: 0.018 Bootstrap CV 92, alpha = (3000, 2, 5), R^2 train: 0.616, R^2 test: 0.018 Bootstrap CV 92, alpha = (3000, 2, 7), R^2 train: 0.530, R^2 test: 0.010 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.998, Explained Variance Score Train: 0.857 AUC Validation: 0.632, Explained Variance Score Validation: 0.047 AUC Test: 0.645, Explained Variance Score Test: 0.081 Bootstrap CV 82, alpha = (3000, 2, 1), R^2 train: 0.838, R^2 test: -0.005 Bootstrap CV 82, alpha = (3000, 2, 2), R^2 train: 0.769, R^2 test: 0.008 Bootstrap CV 82, alpha = (3000, 2, 5), R^2 train: 0.587, R^2 test: 0.059 Bootstrap CV 82, alpha = (3000, 2, 7), R^2 train: 0.501, R^2 test: 0.059 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.972, Explained Variance Score Train: 0.501 AUC Validation: 0.730, Explained Variance Score Validation: 0.060 AUC Test: 0.606, Explained Variance Score Test: 0.048 Bootstrap CV 91, alpha = (3000, 2, 1), R^2 train: 0.857, R^2 test: 0.046 Bootstrap CV 91, alpha = (3000, 2, 2), R^2 train: 0.813, R^2 test: 0.030 Bootstrap CV 91, alpha = (3000, 2, 5), R^2 train: 0.646, R^2 test: 0.020 Bootstrap CV 91, alpha = (3000, 2, 7), R^2 train: 0.554, R^2 test: 0.029 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.997, Explained Variance Score Train: 0.813 AUC Validation: 0.567, Explained Variance Score Validation: 0.036 AUC Test: 0.584, Explained Variance Score Test: 0.027 Bootstrap CV 86, alpha = (3000, 2, 1), R^2 train: 0.844, R^2 test: -0.161 Bootstrap CV 86, alpha = (3000, 2, 2), R^2 train: 0.763, R^2 test: -0.121 Bootstrap CV 86, alpha = (3000, 2, 5), R^2 train: 0.569, R^2 test: -0.069 Bootstrap CV 86, alpha = (3000, 2, 7), R^2 train: 0.465, R^2 test: -0.067 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.971, Explained Variance Score Train: 0.570 AUC Validation: 0.485, Explained Variance Score Validation: -0.044 AUC Test: 0.535, Explained Variance Score Test: -0.001 Bootstrap CV 94, alpha = (3000, 2, 1), R^2 train: 0.866, R^2 test: -0.104 Bootstrap CV 94, alpha = (3000, 2, 2), R^2 train: 0.799, R^2 test: -0.099 Bootstrap CV 94, alpha = (3000, 2, 5), R^2 train: 0.612, R^2 test: -0.064 Bootstrap CV 94, alpha = (3000, 2, 7), R^2 train: 0.511, R^2 test: -0.050 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.960, Explained Variance Score Train: 0.511 AUC Validation: 0.477, Explained Variance Score Validation: -0.043 AUC Test: 0.569, Explained Variance Score Test: 0.029 Bootstrap CV 80, alpha = (3000, 2, 1), R^2 train: 0.870, R^2 test: -0.167 Bootstrap CV 80, alpha = (3000, 2, 2), R^2 train: 0.820, R^2 test: -0.176 Bootstrap CV 80, alpha = (3000, 2, 5), R^2 train: 0.627, R^2 test: -0.063 Bootstrap CV 80, alpha = (3000, 2, 7), R^2 train: 0.527, R^2 test: -0.035 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.958, Explained Variance Score Train: 0.527 AUC Validation: 0.594, Explained Variance Score Validation: -0.032 AUC Test: 0.553, Explained Variance Score Test: 0.017 Bootstrap CV 87, alpha = (3000, 2, 1), R^2 train: 0.841, R^2 test: -0.556 Bootstrap CV 87, alpha = (3000, 2, 2), R^2 train: 0.749, R^2 test: -0.156 Bootstrap CV 87, alpha = (3000, 2, 5), R^2 train: 0.554, R^2 test: -0.042 Bootstrap CV 87, alpha = (3000, 2, 7), R^2 train: 0.470, R^2 test: -0.022 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.989, Explained Variance Score Train: 0.470 AUC Validation: 0.628, Explained Variance Score Validation: -0.020 AUC Test: 0.554, Explained Variance Score Test: 0.018 Bootstrap CV 81, alpha = (3000, 2, 1), R^2 train: 0.850, R^2 test: 0.062 Bootstrap CV 81, alpha = (3000, 2, 2), R^2 train: 0.709, R^2 test: 0.068 Bootstrap CV 81, alpha = (3000, 2, 5), R^2 train: 0.509, R^2 test: 0.102 Bootstrap CV 81, alpha = (3000, 2, 7), R^2 train: 0.429, R^2 test: 0.111 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.973, Explained Variance Score Train: 0.509 AUC Validation: 0.692, Explained Variance Score Validation: 0.105 AUC Test: 0.565, Explained Variance Score Test: 0.027 Bootstrap CV 89, alpha = (3000, 2, 1), R^2 train: 0.837, R^2 test: -0.093 Bootstrap CV 89, alpha = (3000, 2, 2), R^2 train: 0.700, R^2 test: -0.073 Bootstrap CV 89, alpha = (3000, 2, 5), R^2 train: 0.487, R^2 test: -0.044 Bootstrap CV 89, alpha = (3000, 2, 7), R^2 train: 0.390, R^2 test: -0.022 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.945, Explained Variance Score Train: 0.390 AUC Validation: 0.614, Explained Variance Score Validation: 0.014 AUC Test: 0.542, Explained Variance Score Test: -0.013 Running batch 7 of 7 with 4 nodes Bootstrap CV 99, alpha = (3000, 2, 1), R^2 train: 0.874, R^2 test: -0.053 Bootstrap CV 99, alpha = (3000, 2, 2), R^2 train: 0.813, R^2 test: -0.066 Bootstrap CV 99, alpha = (3000, 2, 5), R^2 train: 0.629, R^2 test: -0.030 Bootstrap CV 99, alpha = (3000, 2, 7), R^2 train: 0.551, R^2 test: -0.027 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.946, Explained Variance Score Train: 0.551 AUC Validation: 0.482, Explained Variance Score Validation: -0.025 AUC Test: 0.590, Explained Variance Score Test: 0.012 Bootstrap CV 98, alpha = (3000, 2, 1), R^2 train: 0.835, R^2 test: -0.484 Bootstrap CV 98, alpha = (3000, 2, 2), R^2 train: 0.711, R^2 test: -0.038 Bootstrap CV 98, alpha = (3000, 2, 5), R^2 train: 0.498, R^2 test: 0.031 Bootstrap CV 98, alpha = (3000, 2, 7), R^2 train: 0.413, R^2 test: 0.055 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.956, Explained Variance Score Train: 0.413 AUC Validation: 0.645, Explained Variance Score Validation: 0.060 AUC Test: 0.580, Explained Variance Score Test: 0.039 Bootstrap CV 96, alpha = (3000, 2, 1), R^2 train: 0.854, R^2 test: -0.049 Bootstrap CV 96, alpha = (3000, 2, 2), R^2 train: 0.770, R^2 test: -0.023 Bootstrap CV 96, alpha = (3000, 2, 5), R^2 train: 0.548, R^2 test: -0.014 Bootstrap CV 96, alpha = (3000, 2, 7), R^2 train: 0.463, R^2 test: 0.012 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.963, Explained Variance Score Train: 0.463 AUC Validation: 0.568, Explained Variance Score Validation: 0.018 AUC Test: 0.565, Explained Variance Score Test: 0.006 Bootstrap CV 97, alpha = (3000, 2, 1), R^2 train: 0.844, R^2 test: -0.164 Bootstrap CV 97, alpha = (3000, 2, 2), R^2 train: 0.761, R^2 test: -0.123 Bootstrap CV 97, alpha = (3000, 2, 5), R^2 train: 0.548, R^2 test: -0.070 Bootstrap CV 97, alpha = (3000, 2, 7), R^2 train: 0.452, R^2 test: -0.067 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.978, Explained Variance Score Train: 0.548 AUC Validation: 0.542, Explained Variance Score Validation: -0.045 AUC Test: 0.591, Explained Variance Score Test: 0.049 total Variables 259 and total subjects: 1698 ->AUC validation: 0.588 95% CI: [0.572 , 0.604] ->AUC test: 0.569 95% CI: [0.563 , 0.574] ->R^2 validation: 0.002 95% CI: [-0.011 , 0.016] ->R^2 test: 0.023 95% CI: [0.019 , 0.028] ->Explained Variance validation: -0.015 95% CI: [-0.032 , 0.003] ->Explained Variance test: 0.018 95% CI: [0.013 , 0.023] Test set metrics: @threshold:1.004, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:0.774, sens:0.018, spec:0.996, ppv:0.500, acc:0.838, f1:0.035, mcc:0.077, total+:2, total-:337 @threshold:0.761, sens:0.018, spec:0.993, ppv:0.333, acc:0.835, f1:0.034, mcc:0.024, total+:3, total-:336 @threshold:0.732, sens:0.036, spec:0.989, ppv:0.400, acc:0.835, f1:0.067, mcc:0.029, total+:5, total-:334 @threshold:0.688, sens:0.036, spec:0.986, ppv:0.333, acc:0.832, f1:0.066, mcc:0.017, total+:6, total-:333 @threshold:0.623, sens:0.055, spec:0.975, ppv:0.300, acc:0.826, f1:0.092, mcc:0.010, total+:10, total-:329 @threshold:0.597, sens:0.073, spec:0.972, ppv:0.333, acc:0.826, f1:0.119, mcc:0.012, total+:12, total-:327 @threshold:0.519, sens:0.091, spec:0.958, ppv:0.294, acc:0.817, f1:0.139, mcc:0.008, total+:17, total-:322 @threshold:0.513, sens:0.091, spec:0.954, ppv:0.278, acc:0.814, f1:0.137, mcc:0.006, total+:18, total-:321 @threshold:0.463, sens:0.109, spec:0.937, ppv:0.250, acc:0.802, f1:0.152, mcc:0.004, total+:24, total-:315 @threshold:0.445, sens:0.127, spec:0.933, ppv:0.269, acc:0.802, f1:0.173, mcc:0.005, total+:26, total-:313 @threshold:0.400, sens:0.145, spec:0.901, ppv:0.222, acc:0.779, f1:0.176, mcc:0.002, total+:36, total-:303 @threshold:0.397, sens:0.145, spec:0.898, ppv:0.216, acc:0.776, f1:0.174, mcc:0.002, total+:37, total-:302 @threshold:0.368, sens:0.164, spec:0.887, ppv:0.220, acc:0.770, f1:0.188, mcc:0.002, total+:41, total-:298 @threshold:0.358, sens:0.164, spec:0.884, ppv:0.214, acc:0.767, f1:0.186, mcc:0.002, total+:42, total-:297 @threshold:0.347, sens:0.182, spec:0.880, ppv:0.227, acc:0.767, f1:0.202, mcc:0.002, total+:44, total-:295 @threshold:0.336, sens:0.218, spec:0.877, ppv:0.255, acc:0.770, f1:0.235, mcc:0.003, total+:47, total-:292 @threshold:0.312, sens:0.236, spec:0.859, ppv:0.245, acc:0.758, f1:0.241, mcc:0.003, total+:53, total-:286 @threshold:0.303, sens:0.236, spec:0.856, ppv:0.241, acc:0.755, f1:0.239, mcc:0.003, total+:54, total-:285 @threshold:0.298, sens:0.255, spec:0.856, ppv:0.255, acc:0.758, f1:0.255, mcc:0.003, total+:55, total-:284 @threshold:0.294, sens:0.255, spec:0.852, ppv:0.250, acc:0.755, f1:0.252, mcc:0.003, total+:56, total-:283 @threshold:0.281, sens:0.273, spec:0.845, ppv:0.254, acc:0.752, f1:0.263, mcc:0.003, total+:59, total-:280 @threshold:0.280, sens:0.273, spec:0.842, ppv:0.250, acc:0.749, f1:0.261, mcc:0.003, total+:60, total-:279 @threshold:0.253, sens:0.291, spec:0.831, ppv:0.250, acc:0.743, f1:0.269, mcc:0.003, total+:64, total-:275 @threshold:0.252, sens:0.291, spec:0.827, ppv:0.246, acc:0.740, f1:0.267, mcc:0.003, total+:65, total-:274 @threshold:0.193, sens:0.309, spec:0.792, ppv:0.224, acc:0.714, f1:0.260, mcc:0.002, total+:76, total-:263 @threshold:0.193, sens:0.309, spec:0.789, ppv:0.221, acc:0.711, f1:0.258, mcc:0.002, total+:77, total-:262 @threshold:0.170, sens:0.327, spec:0.764, ppv:0.212, acc:0.693, f1:0.257, mcc:0.001, total+:85, total-:254 @threshold:0.170, sens:0.327, spec:0.761, ppv:0.209, acc:0.690, f1:0.255, mcc:0.001, total+:86, total-:253 @threshold:0.165, sens:0.345, spec:0.754, ppv:0.213, acc:0.687, f1:0.264, mcc:0.001, total+:89, total-:250 @threshold:0.161, sens:0.364, spec:0.750, ppv:0.220, acc:0.687, f1:0.274, mcc:0.002, total+:91, total-:248 @threshold:0.137, sens:0.382, spec:0.718, ppv:0.208, acc:0.664, f1:0.269, mcc:0.001, total+:101, total-:238 @threshold:0.122, sens:0.382, spec:0.715, ppv:0.206, acc:0.661, f1:0.268, mcc:0.001, total+:102, total-:237 @threshold:0.114, sens:0.400, spec:0.701, ppv:0.206, acc:0.652, f1:0.272, mcc:0.001, total+:107, total-:232 @threshold:0.111, sens:0.400, spec:0.697, ppv:0.204, acc:0.649, f1:0.270, mcc:0.001, total+:108, total-:231 @threshold:0.109, sens:0.418, spec:0.690, ppv:0.207, acc:0.646, f1:0.277, mcc:0.001, total+:111, total-:228 @threshold:0.109, sens:0.418, spec:0.687, ppv:0.205, acc:0.643, f1:0.275, mcc:0.001, total+:112, total-:227 @threshold:0.026, sens:0.436, spec:0.574, ppv:0.166, acc:0.552, f1:0.240, mcc:0.000, total+:145, total-:194 @threshold:0.023, sens:0.455, spec:0.570, ppv:0.170, acc:0.552, f1:0.248, mcc:0.000, total+:147, total-:192 @threshold:0.022, sens:0.473, spec:0.570, ppv:0.176, acc:0.555, f1:0.256, mcc:0.000, total+:148, total-:191 @threshold:0.021, sens:0.491, spec:0.567, ppv:0.180, acc:0.555, f1:0.263, mcc:0.001, total+:150, total-:189 @threshold:0.006, sens:0.509, spec:0.546, ppv:0.178, acc:0.540, f1:0.264, mcc:0.000, total+:157, total-:182 @threshold:0.002, sens:0.527, spec:0.542, ppv:0.182, acc:0.540, f1:0.271, mcc:0.001, total+:159, total-:180 @threshold:-0.001, sens:0.545, spec:0.535, ppv:0.185, acc:0.537, f1:0.276, mcc:0.001, total+:162, total-:177 @threshold:-0.003, sens:0.545, spec:0.532, ppv:0.184, acc:0.534, f1:0.275, mcc:0.001, total+:163, total-:176 @threshold:-0.019, sens:0.564, spec:0.511, ppv:0.182, acc:0.519, f1:0.276, mcc:0.001, total+:170, total-:169 @threshold:-0.023, sens:0.564, spec:0.507, ppv:0.181, acc:0.516, f1:0.274, mcc:0.001, total+:171, total-:168 @threshold:-0.037, sens:0.582, spec:0.475, ppv:0.177, acc:0.493, f1:0.271, mcc:0.000, total+:181, total-:158 @threshold:-0.039, sens:0.582, spec:0.472, ppv:0.176, acc:0.490, f1:0.270, mcc:0.000, total+:182, total-:157 @threshold:-0.040, sens:0.600, spec:0.472, ppv:0.180, acc:0.493, f1:0.277, mcc:0.001, total+:183, total-:156 @threshold:-0.040, sens:0.600, spec:0.468, ppv:0.179, acc:0.490, f1:0.276, mcc:0.001, total+:184, total-:155 @threshold:-0.054, sens:0.618, spec:0.454, ppv:0.180, acc:0.481, f1:0.279, mcc:0.001, total+:189, total-:150 @threshold:-0.054, sens:0.618, spec:0.451, ppv:0.179, acc:0.478, f1:0.278, mcc:0.001, total+:190, total-:149 @threshold:-0.059, sens:0.636, spec:0.440, ppv:0.180, acc:0.472, f1:0.281, mcc:0.001, total+:194, total-:145 @threshold:-0.060, sens:0.636, spec:0.437, ppv:0.179, acc:0.469, f1:0.280, mcc:0.001, total+:195, total-:144 @threshold:-0.073, sens:0.655, spec:0.412, ppv:0.177, acc:0.451, f1:0.279, mcc:0.001, total+:203, total-:136 @threshold:-0.073, sens:0.655, spec:0.408, ppv:0.176, acc:0.448, f1:0.278, mcc:0.000, total+:204, total-:135 @threshold:-0.079, sens:0.673, spec:0.401, ppv:0.179, acc:0.445, f1:0.282, mcc:0.001, total+:207, total-:132 @threshold:-0.082, sens:0.691, spec:0.398, ppv:0.182, acc:0.445, f1:0.288, mcc:0.001, total+:209, total-:130 @threshold:-0.091, sens:0.709, spec:0.384, ppv:0.182, acc:0.437, f1:0.290, mcc:0.001, total+:214, total-:125 @threshold:-0.092, sens:0.709, spec:0.380, ppv:0.181, acc:0.434, f1:0.289, mcc:0.001, total+:215, total-:124 @threshold:-0.104, sens:0.727, spec:0.345, ppv:0.177, acc:0.407, f1:0.285, mcc:0.001, total+:226, total-:113 @threshold:-0.104, sens:0.727, spec:0.342, ppv:0.176, acc:0.404, f1:0.284, mcc:0.001, total+:227, total-:112 @threshold:-0.125, sens:0.745, spec:0.292, ppv:0.169, acc:0.366, f1:0.276, mcc:0.000, total+:242, total-:97 @threshold:-0.126, sens:0.745, spec:0.289, ppv:0.169, acc:0.363, f1:0.275, mcc:0.000, total+:243, total-:96 @threshold:-0.129, sens:0.764, spec:0.271, ppv:0.169, acc:0.351, f1:0.276, mcc:0.000, total+:249, total-:90 @threshold:-0.134, sens:0.782, spec:0.268, ppv:0.171, acc:0.351, f1:0.281, mcc:0.000, total+:251, total-:88 @threshold:-0.149, sens:0.800, spec:0.250, ppv:0.171, acc:0.339, f1:0.282, mcc:0.000, total+:257, total-:82 @threshold:-0.150, sens:0.818, spec:0.246, ppv:0.174, acc:0.339, f1:0.287, mcc:0.001, total+:259, total-:80 @threshold:-0.167, sens:0.836, spec:0.222, ppv:0.172, acc:0.322, f1:0.286, mcc:0.001, total+:267, total-:72 @threshold:-0.169, sens:0.836, spec:0.218, ppv:0.172, acc:0.319, f1:0.285, mcc:0.001, total+:268, total-:71 @threshold:-0.186, sens:0.855, spec:0.176, ppv:0.167, acc:0.286, f1:0.280, mcc:0.000, total+:281, total-:58 @threshold:-0.188, sens:0.855, spec:0.173, ppv:0.167, acc:0.283, f1:0.279, mcc:0.000, total+:282, total-:57 @threshold:-0.197, sens:0.873, spec:0.158, ppv:0.167, acc:0.274, f1:0.281, mcc:0.000, total+:287, total-:52 @threshold:-0.199, sens:0.873, spec:0.155, ppv:0.167, acc:0.271, f1:0.280, mcc:0.000, total+:288, total-:51 @threshold:-0.216, sens:0.891, spec:0.137, ppv:0.167, acc:0.260, f1:0.281, mcc:0.000, total+:294, total-:45 @threshold:-0.217, sens:0.891, spec:0.134, ppv:0.166, acc:0.257, f1:0.280, mcc:0.000, total+:295, total-:44 @threshold:-0.223, sens:0.909, spec:0.130, ppv:0.168, acc:0.257, f1:0.284, mcc:0.001, total+:297, total-:42 @threshold:-0.226, sens:0.909, spec:0.127, ppv:0.168, acc:0.254, f1:0.283, mcc:0.000, total+:298, total-:41 @threshold:-0.249, sens:0.927, spec:0.113, ppv:0.168, acc:0.245, f1:0.285, mcc:0.001, total+:303, total-:36 @threshold:-0.250, sens:0.927, spec:0.109, ppv:0.168, acc:0.242, f1:0.284, mcc:0.001, total+:304, total-:35 @threshold:-0.288, sens:0.945, spec:0.053, ppv:0.162, acc:0.198, f1:0.277, mcc:-0.000, total+:321, total-:18 @threshold:-0.290, sens:0.945, spec:0.049, ppv:0.161, acc:0.195, f1:0.276, mcc:-0.000, total+:322, total-:17 @threshold:-0.348, sens:0.964, spec:0.011, ppv:0.159, acc:0.165, f1:0.272, mcc:-0.004, total+:334, total-:5 @threshold:-0.356, sens:0.982, spec:0.007, ppv:0.161, acc:0.165, f1:0.276, mcc:-0.002, total+:336, total-:3 @threshold:-0.422, sens:1.000, spec:0.004, ppv:0.163, acc:0.165, f1:0.280, mcc:0.001, total+:338, total-:1 Vital: Ht-gain16to24 | coef 0.028 95% CI: [0.023 , 0.033] | OR_adj 1.028 [1.023 1.033] | occ: 1417 | OR_unadj: 1.402 [0.978 2.008] | indivs AUC:0.553 Correlated most with: Diagnosis:9ccs4:Mycoses:-0.065 Number of Visits:-0.061 Diagnosis:9ccs138:Esophgeal dx:-0.058 Newborn Diagnosis:9ccs256:Exam/eval:-0.052 Diagnosis:9ccs61:Sickle cell:-0.052 Newborn Diagnosis:9ccs94:Other ear dx:0.050 Diagnosis:9ccs63:Wht blood dx:-0.048 Diagnosis:9ccs259:Unclassified:0.048 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.047 Diagnosis:9ccs198:Ot infl skin:-0.046 MatDeliveryAge | coef 0.025 95% CI: [0.022 , 0.027] | OR_adj 1.025 [1.023 1.027] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.518 Correlated most with: MatDeliveryAge:1.000 Newborn Diagnosis:9ccs259:Unclassified:0.105 Number of Visits:0.088 Diagnosis:9ccs136:Teeth dx:0.080 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.069 Diagnosis:9ccs95:Oth nerv dx:0.061 Diagnosis:9ccs10:Immuniz/scrn:0.061 Diagnosis:9ccs126:Ot up rsp in:0.059 Diagnosis:10ccs58:Ot nutrit dx:-0.059 Diagnosis:9ccs259:Unclassified:0.057 * Vital: HC-avg7to10 | coef 0.024 95% CI: [0.020 , 0.029] | OR_adj 1.025 [1.020 1.029] | occ: 1133 | OR_unadj: 1.714 [1.288 2.282] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs213:Cardiac anom:0.068 Diagnosis:9ccs133:Oth low resp:-0.067 Diagnosis:9ccs123:Influenza:-0.058 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.050 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.050 Newborn Diagnosis:9ccs259:Unclassified:0.048 Diagnosis:9ccs159:UTI:-0.048 Diagnosis:9ccs92:Otitis media:0.043 Diagnosis:9ccs96:Hrt valve dx:0.041 Diagnosis:9ccs197:Skin infectn:-0.040 Vital: HC-latest | coef 0.022 95% CI: [0.018 , 0.026] | OR_adj 1.022 [1.018 1.026] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.592 Correlated most with: Number of Visits:0.302 Diagnosis:9ccs126:Ot up rsp in:0.252 Diagnosis:9ccs10:Immuniz/scrn:0.246 Diagnosis:9ccs92:Otitis media:0.214 Diagnosis:9ccs257:Ot aftercare:0.211 Diagnosis:9ccs7:Viral infect:0.160 Diagnosis:9ccs125:Bronchitis:0.152 Diagnosis:9ccs135:Intest infct:0.150 Diagnosis:9ccs90:Eye infectn:0.137 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.111 Vital: Ht-gain13to19 | coef 0.020 95% CI: [0.015 , 0.025] | OR_adj 1.020 [1.016 1.025] | occ: 1378 | OR_unadj: 0.895 [0.685 1.171] | indivs AUC:0.438 Correlated most with: Number of Visits:0.054 Diagnosis:9ccs7:Viral infect:0.053 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.053 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.053 Diagnosis:9ccs163:Other GU dx:0.050 Diagnosis:9ccs133:Oth low resp:0.048 Diagnosis:9ccs257:Ot aftercare:0.046 Diagnosis:9ccs161:Ot dx kidney:0.044 Diagnosis:9ccs96:Hrt valve dx:0.042 Diagnosis:9ccs122:Pneumonia:0.042 * Number of Visits | coef 0.020 95% CI: [0.017 , 0.023] | OR_adj 1.020 [1.017 1.023] | occ: 1645 | OR_unadj: 0.708 [0.535 0.936] | indivs AUC:0.478 Correlated most with: Number of Visits:1.000 Diagnosis:9ccs126:Ot up rsp in:0.430 Diagnosis:9ccs92:Otitis media:0.408 Diagnosis:9ccs7:Viral infect:0.408 Diagnosis:9ccs133:Oth low resp:0.337 Diagnosis:9ccs257:Ot aftercare:0.325 Diagnosis:9ccs135:Intest infct:0.310 Diagnosis:9ccs155:Other GI dx:0.304 Diagnosis:9ccs90:Eye infectn:0.286 Diagnosis:9ccs10:Immuniz/scrn:0.277 * Vital: Ht-gain7to13 | coef 0.019 95% CI: [0.016 , 0.023] | OR_adj 1.020 [1.016 1.023] | occ: 1451 | OR_unadj: 1.379 [1.027 1.851] | indivs AUC:0.532 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.060 Lab:292495 LEAD LEVEL - Sunrise:-0.057 Diagnosis:9ccs2603:E Codes: Fall:-0.054 Diagnosis:9ccs153:GI hemorrhag:-0.053 Newborn Diagnosis:9ccs222:Perint jaund:-0.051 Newborn Diagnosis:9ccs219:Low birth wt:-0.049 Newborn Diagnosis:9ccs223:Birth trauma:-0.048 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.046 Diagnosis:9ccs125:Bronchitis:0.044 Newborn Diagnosis:9ccs253:Allergy:-0.042 Vital: Temp-avg19to24 | coef 0.018 95% CI: [0.015 , 0.022] | OR_adj 1.018 [1.015 1.022] | occ: 1373 | OR_unadj: 1.181 [0.894 1.561] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs133:Oth low resp:-0.092 Diagnosis:9ccs154:Gastroent:-0.068 Diagnosis:9ccs92:Otitis media:0.066 Diagnosis:9ccs10:Immuniz/scrn:-0.065 Diagnosis:9ccs238:Complic proc:0.065 Diagnosis:9ccs200:Oth skin dx:-0.060 Diagnosis:9ccs242:Poisn ot med:-0.055 Diagnosis:9ccs125:Bronchitis:0.055 Diagnosis:9ccs258:Other screen:-0.054 Diagnosis:9ccs219:Low birth wt:-0.053 * Vital: HC-avg10to13 | coef 0.017 95% CI: [0.014 , 0.021] | OR_adj 1.018 [1.014 1.021] | occ: 1158 | OR_unadj: 1.481 [1.134 1.934] | indivs AUC:0.587 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.064 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.064 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.056 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.056 Diagnosis:9ccs147:Anal/rectal:0.054 Diagnosis:9ccs163:Other GU dx:0.053 Diagnosis:9ccs238:Complic proc:-0.052 Diagnosis:9ccs242:Poisn ot med:0.049 Diagnosis:9ccs90:Eye infectn:0.047 Diagnosis:9ccs92:Otitis media:0.044 Vital: HC-avg3to5 | coef 0.017 95% CI: [0.014 , 0.020] | OR_adj 1.017 [1.014 1.020] | occ: 1129 | OR_unadj: 1.116 [0.845 1.474] | indivs AUC:0.490 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.133 Diagnosis:9ccs219:Low birth wt:-0.093 Newborn Diagnosis:9ccs94:Other ear dx:0.092 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.072 Newborn Diagnosis:9ccs256:Exam/eval:-0.069 Newborn Diagnosis:9ccs200:Oth skin dx:-0.064 Diagnosis:9ccs125:Bronchitis:0.061 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.057 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.057 Newborn Diagnosis:9ccs221:Resp distres:-0.053 Vital: Temp-avg1to3 | coef 0.016 95% CI: [0.013 , 0.019] | OR_adj 1.016 [1.013 1.019] | occ: 1348 | OR_unadj: 1.102 [0.834 1.456] | indivs AUC:0.527 Correlated most with: Diagnosis:9ccs90:Eye infectn:-0.077 Diagnosis:9ccs7:Viral infect:-0.077 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.068 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.068 Diagnosis:9ccs154:Gastroent:-0.067 Diagnosis:9ccs197:Skin infectn:-0.058 Diagnosis:9ccs219:Low birth wt:-0.056 Diagnosis:9ccs253:Allergy:0.052 Number of Visits:0.051 Diagnosis:9ccs94:Other ear dx:0.051 * Vital: HC-avg5to7 | coef 0.016 95% CI: [0.013 , 0.019] | OR_adj 1.016 [1.013 1.019] | occ: 1123 | OR_unadj: 1.500 [1.143 1.967] | indivs AUC:0.535 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.118 Newborn Diagnosis:9ccs221:Resp distres:-0.085 Diagnosis:9ccs219:Low birth wt:-0.070 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.062 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.062 Diagnosis:9ccs147:Anal/rectal:0.061 Diagnosis:9ccs74:Ot mentl cnd:-0.060 Diagnosis:9ccs234:Crush injury:0.055 Diagnosis:9ccs257:Ot aftercare:0.053 Diagnosis:9ccs143:Abdom hernia:0.046 * Vital: HC-avg16to19 | coef 0.016 95% CI: [0.013 , 0.018] | OR_adj 1.016 [1.013 1.018] | occ: 930 | OR_unadj: 1.811 [1.365 2.403] | indivs AUC:0.545 Correlated most with: Diagnosis:9ccs51:Ot endo dsor:-0.094 Diagnosis:9ccs204:Ot joint dx:-0.075 Diagnosis:9ccs253:Allergy:0.064 Diagnosis:9ccs59:Anemia:-0.060 Diagnosis:9ccs134:Ot uppr resp:0.060 Diagnosis:9ccs143:Abdom hernia:0.057 Diagnosis:9ccs90:Eye infectn:0.053 Diagnosis:9ccs92:Otitis media:0.053 Diagnosis:9ccs147:Anal/rectal:0.051 Newborn Diagnosis:9ccs200:Oth skin dx:-0.044 Vital: HC-gain0to3 | coef 0.015 95% CI: [0.013 , 0.017] | OR_adj 1.015 [1.013 1.017] | occ: 1332 | OR_unadj: 0.871 [0.636 1.192] | indivs AUC:0.490 Correlated most with: Number of Visits:0.117 Diagnosis:9ccs126:Ot up rsp in:0.073 Diagnosis:9ccs137:Mouth dx:0.072 Diagnosis:9ccs92:Otitis media:0.062 Diagnosis:9ccs159:UTI:0.055 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.054 Diagnosis:9ccs76:Meningitis:0.052 Diagnosis:9ccs175:Ot femal gen:-0.051 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.047 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.047 Vital: HC-avg1to3 | coef 0.014 95% CI: [0.012 , 0.017] | OR_adj 1.015 [1.012 1.017] | occ: 1229 | OR_unadj: 0.920 [0.701 1.208] | indivs AUC:0.492 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.212 Diagnosis:9ccs219:Low birth wt:-0.111 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.099 Newborn Diagnosis:9ccs256:Exam/eval:-0.090 Newborn Diagnosis:9ccs221:Resp distres:-0.079 Newborn Diagnosis:9ccs253:Allergy:-0.077 Diagnosis:9ccs123:Influenza:0.077 Diagnosis:9ccs200:Oth skin dx:0.070 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.061 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.058 Vital: Ht-gain10to16 | coef 0.014 95% CI: [0.012 , 0.016] | OR_adj 1.014 [1.012 1.016] | occ: 1404 | OR_unadj: 1.132 [0.839 1.528] | indivs AUC:0.537 Correlated most with: Diagnosis:9ccs92:Otitis media:0.067 Diagnosis:9ccs96:Hrt valve dx:-0.056 Number of Visits:0.054 Newborn Diagnosis:9ccs215:gu cong anom:-0.053 Newborn Diagnosis:9ccs253:Allergy:0.048 Diagnosis:9ccs59:Anemia:0.047 Lab:295669 BILIRUBIN DIRECT - LMC:-0.046 Diagnosis:9ccs123:Influenza:0.045 Diagnosis:9ccs136:Teeth dx:0.042 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.041 Vital: Temp-avg0to1 | coef 0.014 95% CI: [0.012 , 0.016] | OR_adj 1.014 [1.012 1.016] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.490 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.092 Diagnosis:9ccs76:Meningitis:0.063 Diagnosis:9ccs216:Nerv cong an:0.063 Diagnosis:9ccs58:Ot nutrit dx:-0.063 Diagnosis:9ccs7:Viral infect:-0.061 Diagnosis:9ccs92:Otitis media:0.057 Diagnosis:9ccs214:GI cong anom:0.056 Diagnosis:9ccs155:Other GI dx:-0.054 Newborn Diagnosis:9ccs219:Low birth wt:-0.053 Diagnosis:9ccs154:Gastroent:-0.052 * Vital: HC-avg13to16 | coef 0.014 95% CI: [0.012 , 0.016] | OR_adj 1.014 [1.012 1.016] | occ: 990 | OR_unadj: 1.619 [1.234 2.125] | indivs AUC:0.603 Correlated most with: Diagnosis:9ccs92:Otitis media:0.056 Diagnosis:9ccs90:Eye infectn:0.056 Diagnosis:9ccs253:Allergy:0.053 Diagnosis:9ccs147:Anal/rectal:0.053 Diagnosis:9ccs251:Abdomnl pain:0.051 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.049 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.049 Diagnosis:9ccs223:Birth trauma:-0.046 Diagnosis:9ccs219:Low birth wt:-0.044 Diagnosis:9ccs151:Oth liver dx:-0.043 Vital: HC-gain1to5 | coef 0.014 95% CI: [0.012 , 0.016] | OR_adj 1.014 [1.012 1.016] | occ: 1346 | OR_unadj: 0.866 [0.657 1.140] | indivs AUC:0.519 Correlated most with: Number of Visits:0.099 Diagnosis:9ccs125:Bronchitis:0.091 Diagnosis:9ccs154:Gastroent:-0.089 Newborn Diagnosis:9ccs222:Perint jaund:0.077 Diagnosis:9ccs163:Other GU dx:0.076 Diagnosis:9ccs126:Ot up rsp in:0.075 Diagnosis:9ccs257:Ot aftercare:0.063 Diagnosis:9ccs7:Viral infect:0.062 Diagnosis:9ccs113:Late eff CVD:-0.059 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.053 Vital: Temp-latest | coef 0.013 95% CI: [0.012 , 0.014] | OR_adj 1.013 [1.012 1.014] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.465 Correlated most with: Diagnosis:9ccs154:Gastroent:-0.089 Diagnosis:9ccs167:Breast dx:0.063 Diagnosis:9ccs92:Otitis media:0.056 Diagnosis:9ccs125:Bronchitis:0.054 Diagnosis:9ccs126:Ot up rsp in:0.052 Diagnosis:9ccs258:Other screen:-0.050 Diagnosis:9ccs133:Oth low resp:-0.050 Diagnosis:9ccs200:Oth skin dx:-0.049 Diagnosis:9ccs117:Ot circul dx:0.049 Diagnosis:9ccs219:Low birth wt:-0.047 Vital: Ht-gain3to7 | coef 0.013 95% CI: [0.011 , 0.015] | OR_adj 1.013 [1.011 1.015] | occ: 1405 | OR_unadj: 1.120 [0.858 1.461] | indivs AUC:0.523 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:-0.091 Diagnosis:9ccs240:Burns:-0.071 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.069 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.069 Diagnosis:9ccs113:Late eff CVD:0.069 Diagnosis:9ccs7:Viral infect:0.062 Diagnosis:9ccs92:Otitis media:0.060 Diagnosis:9ccs126:Ot up rsp in:0.057 Diagnosis:9ccs128:Asthma:0.056 Diagnosis:9ccs83:Epilepsy/cnv:0.055 Vital: Temp-avg7to10 | coef 0.013 95% CI: [0.011 , 0.014] | OR_adj 1.013 [1.011 1.014] | occ: 1351 | OR_unadj: 0.832 [0.534 1.296] | indivs AUC:0.478 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.195 Diagnosis:9ccs255:Social admin:-0.173 Diagnosis:9ccs7:Viral infect:-0.111 Number of Visits:-0.107 Diagnosis:9ccs126:Ot up rsp in:-0.105 Diagnosis:9ccs74:Ot mentl cnd:-0.095 Diagnosis:9ccs217:Ot cong anom:-0.094 Diagnosis:9ccs257:Ot aftercare:-0.090 Diagnosis:9ccs197:Skin infectn:-0.074 Diagnosis:9ccs58:Ot nutrit dx:-0.066 Vital: Temp-avg10to13 | coef 0.013 95% CI: [0.011 , 0.014] | OR_adj 1.013 [1.011 1.014] | occ: 1399 | OR_unadj: 1.016 [0.764 1.351] | indivs AUC:0.560 Correlated most with: Diagnosis:9ccs175:Ot femal gen:-0.199 Diagnosis:9ccs223:Birth trauma:-0.120 Diagnosis:9ccs247:Lymph enlarg:-0.090 Newborn Diagnosis:9ccs259:Unclassified:-0.079 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:-0.079 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:-0.079 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.071 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.070 MatDeliveryAge:-0.070 Diagnosis:9ccs259:Unclassified:-0.067 Vital: Ht-gain0to3 | coef 0.012 95% CI: [0.011 , 0.014] | OR_adj 1.013 [1.011 1.014] | occ: 1394 | OR_unadj: 0.853 [0.644 1.129] | indivs AUC:0.537 Correlated most with: Number of Visits:0.136 Diagnosis:9ccs126:Ot up rsp in:0.108 Diagnosis:9ccs10:Immuniz/scrn:0.076 Diagnosis:9ccs92:Otitis media:0.074 Newborn Diagnosis:9ccs256:Exam/eval:0.068 Diagnosis:9ccs122:Pneumonia:0.064 Diagnosis:9ccs128:Asthma:0.060 Diagnosis:9ccs137:Mouth dx:0.055 Diagnosis:9ccs214:GI cong anom:0.052 Diagnosis:9ccs219:Low birth wt:0.048 Vital: Ht-avg1to3 | coef 0.012 95% CI: [0.010 , 0.015] | OR_adj 1.012 [1.010 1.015] | occ: 1348 | OR_unadj: 0.914 [0.694 1.204] | indivs AUC:0.517 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.303 Diagnosis:9ccs219:Low birth wt:-0.175 Newborn Diagnosis:9ccs222:Perint jaund:-0.123 Diagnosis:9ccs143:Abdom hernia:-0.119 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117 Newborn Diagnosis:9ccs256:Exam/eval:-0.112 Newborn Diagnosis:9ccs94:Other ear dx:0.089 Newborn Diagnosis:9ccs253:Allergy:-0.079 Diagnosis:9ccs200:Oth skin dx:0.070 Newborn Diagnosis:9ccs221:Resp distres:-0.066 Vital: Temp-avg16to19 | coef 0.012 95% CI: [0.011 , 0.014] | OR_adj 1.012 [1.011 1.014] | occ: 1297 | OR_unadj: 0.872 [0.571 1.331] | indivs AUC:0.514 Correlated most with: Diagnosis:9ccs255:Social admin:-0.143 Diagnosis:9ccs10:Immuniz/scrn:-0.132 Number of Visits:-0.118 Diagnosis:9ccs257:Ot aftercare:-0.106 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.102 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.102 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.097 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.097 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.094 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.094 Vital: HC-gain16to24 | coef 0.012 95% CI: [0.010 , 0.014] | OR_adj 1.012 [1.010 1.014] | occ: 1064 | OR_unadj: 0.868 [0.662 1.137] | indivs AUC:0.535 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.060 Diagnosis:9ccs209:Ot acq defor:0.056 Newborn Diagnosis:9ccs256:Exam/eval:-0.054 Diagnosis:9ccs214:GI cong anom:-0.049 Diagnosis:9ccs251:Abdomnl pain:-0.049 Diagnosis:9ccs95:Oth nerv dx:0.048 Diagnosis:9ccs140:Gastritis:0.048 Diagnosis:9ccs256:Exam/eval:-0.047 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.047 Diagnosis:9ccs213:Cardiac anom:-0.046 Vital: Ht-avg7to10 | coef 0.012 95% CI: [0.010 , 0.014] | OR_adj 1.012 [1.010 1.014] | occ: 1332 | OR_unadj: 1.262 [0.963 1.654] | indivs AUC:0.531 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.129 Diagnosis:9ccs219:Low birth wt:-0.079 Diagnosis:9ccs238:Complic proc:-0.075 Newborn Diagnosis:9ccs224:Ot perint dx:0.069 Diagnosis:9ccs123:Influenza:0.066 Diagnosis:9ccs208:Acq foot def:0.066 Lab:323825 STREP SCREEN THROAT - Sunrise:0.066 Diagnosis:9ccs200:Oth skin dx:0.056 Diagnosis:9ccs216:Nerv cong an:-0.054 Diagnosis:9ccs74:Ot mentl cnd:-0.051 Vital: Ht-latest | coef 0.012 95% CI: [0.010 , 0.013] | OR_adj 1.012 [1.010 1.013] | occ: 1614 | OR_unadj: 1.271 [0.956 1.688] | indivs AUC:0.560 Correlated most with: Number of Visits:0.447 Diagnosis:9ccs10:Immuniz/scrn:0.345 Diagnosis:9ccs126:Ot up rsp in:0.315 Diagnosis:9ccs92:Otitis media:0.265 Diagnosis:9ccs7:Viral infect:0.206 Diagnosis:9ccs257:Ot aftercare:0.188 Diagnosis:9ccs135:Intest infct:0.156 Diagnosis:9ccs90:Eye infectn:0.148 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.138 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.137 Vital: Temp-avg5to7 | coef 0.011 95% CI: [0.010 , 0.013] | OR_adj 1.011 [1.010 1.013] | occ: 1315 | OR_unadj: 1.008 [0.763 1.331] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs94:Other ear dx:0.078 Diagnosis:9ccs123:Influenza:0.061 Diagnosis:9ccs234:Crush injury:0.060 Diagnosis:9ccs90:Eye infectn:0.056 Diagnosis:9ccs134:Ot uppr resp:0.055 Number of Visits:0.054 Diagnosis:9ccs151:Oth liver dx:0.052 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.052 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.052 Diagnosis:9ccs219:Low birth wt:-0.052 Vital: Temp-avg13to16 | coef 0.011 95% CI: [0.010 , 0.012] | OR_adj 1.011 [1.010 1.012] | occ: 1313 | OR_unadj: 1.227 [0.936 1.609] | indivs AUC:0.567 Correlated most with: Diagnosis:9ccs92:Otitis media:0.145 Diagnosis:9ccs124:Tonsillitis:0.081 Diagnosis:9ccs154:Gastroent:-0.068 Number of Visits:0.065 Diagnosis:9ccs159:UTI:0.062 Newborn Diagnosis:9ccs94:Other ear dx:0.061 Diagnosis:9ccs126:Ot up rsp in:0.059 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.052 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.052 Diagnosis:9ccs4:Mycoses:0.046 Vital: Ht-gain1to5 | coef 0.011 95% CI: [0.010 , 0.012] | OR_adj 1.011 [1.010 1.012] | occ: 1420 | OR_unadj: 0.786 [0.598 1.035] | indivs AUC:0.479 Correlated most with: Number of Visits:0.163 Diagnosis:9ccs126:Ot up rsp in:0.103 Diagnosis:9ccs135:Intest infct:0.079 Diagnosis:9ccs154:Gastroent:-0.070 Diagnosis:9ccs239:Superfic inj:0.068 Diagnosis:9ccs257:Ot aftercare:0.067 Diagnosis:9ccs159:UTI:0.067 Diagnosis:9ccs7:Viral infect:0.065 Diagnosis:9ccs217:Ot cong anom:0.058 Diagnosis:9ccs92:Otitis media:0.056 Vital: HC-gain3to7 | coef 0.011 95% CI: [0.009 , 0.013] | OR_adj 1.011 [1.009 1.013] | occ: 1310 | OR_unadj: 1.076 [0.825 1.404] | indivs AUC:0.578 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.075 Lab:292495 LEAD LEVEL - Sunrise:-0.071 Diagnosis:9ccs113:Late eff CVD:0.059 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.057 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.057 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.056 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.056 Diagnosis:9ccs240:Burns:-0.055 Diagnosis:9ccs8:Oth infectns:0.054 Newborn Diagnosis:9ccs222:Perint jaund:-0.054 Vital: HC-gain7to13 | coef 0.011 95% CI: [0.009 , 0.012] | OR_adj 1.011 [1.009 1.012] | occ: 1298 | OR_unadj: 1.240 [0.922 1.668] | indivs AUC:0.586 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.069 Diagnosis:9ccs251:Abdomnl pain:0.066 Diagnosis:9ccs211:Ot conn tiss:0.052 Newborn Diagnosis:9ccs223:Birth trauma:-0.049 Diagnosis:9ccs214:GI cong anom:-0.048 Lab:292495 LEAD LEVEL - Sunrise:-0.046 Diagnosis:9ccs51:Ot endo dsor:-0.045 Diagnosis:9ccs135:Intest infct:0.045 Diagnosis:9ccs222:Perint jaund:0.043 Diagnosis:9ccs96:Hrt valve dx:0.041 Vital: HC-gain13to19 | coef 0.011 95% CI: [0.009 , 0.013] | OR_adj 1.011 [1.009 1.013] | occ: 1080 | OR_unadj: 0.985 [0.755 1.286] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs128:Asthma:0.079 Newborn Diagnosis:9ccs223:Birth trauma:0.070 Diagnosis:9ccs96:Hrt valve dx:0.058 Diagnosis:9ccs10:Immuniz/scrn:0.055 Diagnosis:9ccs257:Ot aftercare:0.050 Diagnosis:9ccs243:Poisn nonmed:-0.049 Diagnosis:9ccs163:Other GU dx:0.048 Diagnosis:9ccs244:Other injury:0.046 Diagnosis:9ccs240:Burns:0.046 Diagnosis:9ccs122:Pneumonia:0.044 Vital: Temp-avg3to5 | coef 0.011 95% CI: [0.010 , 0.011] | OR_adj 1.011 [1.010 1.011] | occ: 1313 | OR_unadj: 0.989 [0.753 1.299] | indivs AUC:0.470 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.102 Number of Visits:0.090 Diagnosis:9ccs234:Crush injury:0.062 Diagnosis:9ccs247:Lymph enlarg:0.061 Diagnosis:9ccs217:Ot cong anom:-0.060 Diagnosis:9ccs197:Skin infectn:-0.059 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.058 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.058 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.058 Diagnosis:9ccs216:Nerv cong an:0.057 * Vital: Ht-avg16to19 | coef 0.010 95% CI: [0.009 , 0.012] | OR_adj 1.010 [1.009 1.012] | occ: 1265 | OR_unadj: 1.417 [1.082 1.855] | indivs AUC:0.507 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.120 Newborn Diagnosis:9ccs221:Resp distres:-0.072 Diagnosis:9ccs128:Asthma:0.067 Diagnosis:9ccs223:Birth trauma:0.067 Diagnosis:9ccs137:Mouth dx:0.066 Newborn Diagnosis:9ccs215:gu cong anom:0.064 Newborn Diagnosis:9ccs213:Cardiac anom:0.063 Diagnosis:9ccs205:Back problem:-0.060 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.059 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.059 Vital: Ht-gain5to10 | coef 0.010 95% CI: [0.009 , 0.012] | OR_adj 1.010 [1.009 1.012] | occ: 1429 | OR_unadj: 1.097 [0.806 1.493] | indivs AUC:0.492 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.079 Diagnosis:9ccs89:Blindness:0.064 Newborn Diagnosis:9ccs94:Other ear dx:-0.062 Diagnosis:9ccs200:Oth skin dx:-0.057 Diagnosis:9ccs136:Teeth dx:-0.050 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.049 Diagnosis:9ccs256:Exam/eval:-0.048 Diagnosis:9ccs223:Birth trauma:-0.046 Newborn Diagnosis:9ccs256:Exam/eval:-0.045 Number of Visits:0.044 Vital: Ht-avg5to7 | coef 0.010 95% CI: [0.009 , 0.011] | OR_adj 1.010 [1.009 1.012] | occ: 1293 | OR_unadj: 1.103 [0.839 1.451] | indivs AUC:0.484 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.219 Newborn Diagnosis:9ccs221:Resp distres:-0.116 Newborn Diagnosis:9ccs222:Perint jaund:-0.087 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.085 Newborn Diagnosis:9ccs200:Oth skin dx:-0.084 Diagnosis:9ccs219:Low birth wt:-0.083 Diagnosis:9ccs124:Tonsillitis:0.072 Diagnosis:9ccs238:Complic proc:-0.071 Newborn Diagnosis:9ccs256:Exam/eval:-0.069 Lab:297262 HEMOGLOBIN (HEMOCUE):0.068 * Vital: Ht Percentile-latest | coef 0.010 95% CI: [0.008 , 0.012] | OR_adj 1.010 [1.008 1.012] | occ: 1043 | OR_unadj: 1.325 [1.003 1.751] | indivs AUC:0.562 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.098 Diagnosis:9ccs89:Blindness:0.081 Diagnosis:9ccs128:Asthma:0.065 Lab:294203 BILIRUBIN TOTAL - LMC:-0.064 Newborn Diagnosis:9ccs215:gu cong anom:0.059 Newborn Diagnosis:9ccs200:Oth skin dx:-0.058 Diagnosis:9ccs2:Septicemia:0.054 Diagnosis:9ccs137:Mouth dx:0.052 Newborn Diagnosis:9ccs223:Birth trauma:0.050 Diagnosis:9ccs58:Ot nutrit dx:-0.048 Vital: Ht-avg10to13 | coef 0.010 95% CI: [0.008 , 0.011] | OR_adj 1.010 [1.008 1.011] | occ: 1381 | OR_unadj: 1.307 [0.998 1.712] | indivs AUC:0.544 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.118 Diagnosis:9ccs238:Complic proc:-0.074 Diagnosis:9ccs64:Ot hematl dx:0.073 Diagnosis:9ccs208:Acq foot def:0.069 Diagnosis:9ccs2:Septicemia:0.067 Newborn Diagnosis:9ccs215:gu cong anom:0.061 Diagnosis:9ccs219:Low birth wt:-0.057 Diagnosis:9ccs128:Asthma:0.055 Diagnosis:9ccs223:Birth trauma:0.055 Diagnosis:9ccs0:No DX:0.054 Vital: Ht-avg0to1 | coef 0.010 95% CI: [0.008 , 0.011] | OR_adj 1.010 [1.008 1.011] | occ: 1326 | OR_unadj: 0.954 [0.722 1.262] | indivs AUC:0.490 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.348 Diagnosis:9ccs219:Low birth wt:-0.204 Newborn Diagnosis:9ccs221:Resp distres:-0.162 Newborn Diagnosis:9ccs222:Perint jaund:-0.135 Newborn Diagnosis:9ccs256:Exam/eval:-0.126 Diagnosis:9ccs143:Abdom hernia:-0.112 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.103 Newborn Diagnosis:9ccs253:Allergy:-0.101 Diagnosis:9ccs200:Oth skin dx:0.079 Newborn Diagnosis:9ccs224:Ot perint dx:0.074 Vital: Ht Percentile-gain16to24 | coef 0.009 95% CI: [0.007 , 0.011] | OR_adj 1.009 [1.007 1.011] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.554 Correlated most with: Diagnosis:9ccs0:No DX:0.102 Diagnosis:9ccs258:Other screen:-0.095 Diagnosis:9ccs51:Ot endo dsor:-0.076 Diagnosis:9ccs259:Unclassified:0.067 Newborn Diagnosis:9ccs224:Ot perint dx:-0.066 Diagnosis:9ccs213:Cardiac anom:-0.065 Lab:294203 BILIRUBIN TOTAL - LMC:-0.062 Diagnosis:9ccs8:Oth infectns:0.061 Diagnosis:9ccs168:PID:-0.061 Lab:292495 LEAD LEVEL - Sunrise:0.057 Vital: HC-avg0to1 | coef 0.009 95% CI: [0.008 , 0.010] | OR_adj 1.009 [1.008 1.010] | occ: 1191 | OR_unadj: 1.052 [0.803 1.378] | indivs AUC:0.538 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.256 Diagnosis:9ccs219:Low birth wt:-0.160 Newborn Diagnosis:9ccs256:Exam/eval:-0.107 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.091 Newborn Diagnosis:9ccs94:Other ear dx:0.089 Newborn Diagnosis:9ccs222:Perint jaund:-0.083 Diagnosis:9ccs63:Wht blood dx:-0.064 Diagnosis:9ccs197:Skin infectn:0.062 Diagnosis:9ccs222:Perint jaund:-0.061 Newborn Diagnosis:9ccs221:Resp distres:-0.061 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.009 95% CI: [0.007 , 0.011] | OR_adj 1.009 [1.007 1.011] | occ: 1055 | OR_unadj: 1.275 [0.954 1.704] | indivs AUC:0.584 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.299 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.296 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.278 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.277 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.270 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.269 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.250 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.249 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth | coef 0.009 95% CI: [0.007 , 0.011] | OR_adj 1.009 [1.007 1.011] | occ: 1053 | OR_unadj: 1.251 [0.935 1.674] | indivs AUC:0.578 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.299 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.296 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.278 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.277 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.270 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.269 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.250 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.249 * Vital: Ht-avg13to16 | coef 0.008 95% CI: [0.007 , 0.010] | OR_adj 1.008 [1.007 1.010] | occ: 1287 | OR_unadj: 1.332 [1.019 1.741] | indivs AUC:0.515 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.120 Diagnosis:9ccs2:Septicemia:0.082 Diagnosis:9ccs58:Ot nutrit dx:-0.073 Diagnosis:9ccs238:Complic proc:-0.071 Diagnosis:9ccs222:Perint jaund:0.059 Newborn Diagnosis:9ccs221:Resp distres:-0.058 Lab:323825 STREP SCREEN THROAT - Sunrise:0.057 Diagnosis:10ccs58:Ot nutrit dx:0.055 Diagnosis:9ccs64:Ot hematl dx:0.055 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.052 Vital: HC-gain5to10 | coef 0.008 95% CI: [0.007 , 0.010] | OR_adj 1.008 [1.007 1.010] | occ: 1305 | OR_unadj: 1.028 [0.772 1.370] | indivs AUC:0.434 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.079 Diagnosis:9ccs251:Abdomnl pain:-0.067 Diagnosis:9ccs234:Crush injury:-0.064 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.057 Diagnosis:9ccs8:Oth infectns:-0.054 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.051 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.051 Newborn Diagnosis:9ccs256:Exam/eval:-0.051 Diagnosis:9ccs92:Otitis media:0.050 Diagnosis:9ccs125:Bronchitis:0.049 * Vital: HC-avg19to24 | coef 0.008 95% CI: [0.006 , 0.011] | OR_adj 1.008 [1.006 1.011] | occ: 917 | OR_unadj: 1.767 [1.333 2.341] | indivs AUC:0.534 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.119 Diagnosis:9ccs83:Epilepsy/cnv:-0.101 Diagnosis:9ccs90:Eye infectn:0.070 Diagnosis:9ccs94:Other ear dx:-0.063 Diagnosis:9ccs247:Lymph enlarg:0.062 Diagnosis:9ccs208:Acq foot def:-0.052 Diagnosis:9ccs253:Allergy:0.051 Diagnosis:9ccs238:Complic proc:-0.051 Diagnosis:9ccs89:Blindness:0.051 Diagnosis:9ccs205:Back problem:0.048 Vital: HC-gain10to16 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1222 | OR_unadj: 1.142 [0.874 1.492] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs256:Exam/eval:-0.077 Diagnosis:9ccs154:Gastroent:-0.070 Diagnosis:9ccs92:Otitis media:0.056 Diagnosis:9ccs48:Thyroid dsor:0.055 Diagnosis:9ccs250:Nausea/vomit:-0.055 Diagnosis:9ccs10:Immuniz/scrn:-0.054 Diagnosis:9ccs96:Hrt valve dx:-0.053 Diagnosis:9ccs64:Ot hematl dx:-0.050 Diagnosis:9ccs133:Oth low resp:-0.049 Diagnosis:9ccs200:Oth skin dx:-0.049 Vital: HR-latest | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1010 | OR_unadj: 0.762 [0.553 1.050] | indivs AUC:0.540 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:0.112 Diagnosis:9ccs217:Ot cong anom:0.083 Newborn Diagnosis:9ccs256:Exam/eval:0.069 Diagnosis:9ccs47:Ot bnign neo:0.063 Diagnosis:9ccs122:Pneumonia:-0.063 Diagnosis:9ccs92:Otitis media:-0.060 Diagnosis:9ccs167:Breast dx:0.060 Diagnosis:9ccs128:Asthma:-0.057 Diagnosis:9ccs151:Oth liver dx:0.057 Newborn Diagnosis:9ccs222:Perint jaund:0.055 Vital: Ht-avg19to24 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1340 | OR_unadj: 1.266 [0.970 1.652] | indivs AUC:0.550 Correlated most with: Diagnosis:9ccs128:Asthma:0.088 Number of Visits:0.085 Newborn Diagnosis:9ccs219:Low birth wt:-0.084 Diagnosis:9ccs200:Oth skin dx:0.083 Diagnosis:9ccs64:Ot hematl dx:0.074 Diagnosis:9ccs259:Unclassified:0.068 Lab:323825 STREP SCREEN THROAT - Sunrise:0.067 Diagnosis:9ccs2603:E Codes: Fall:0.065 Newborn Diagnosis:9ccs200:Oth skin dx:-0.058 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.056 Vital: Ht-avg3to5 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1296 | OR_unadj: 0.876 [0.661 1.159] | indivs AUC:0.509 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.251 Newborn Diagnosis:9ccs221:Resp distres:-0.104 Diagnosis:9ccs219:Low birth wt:-0.099 Newborn Diagnosis:9ccs222:Perint jaund:-0.097 Newborn Diagnosis:9ccs256:Exam/eval:-0.091 Diagnosis:9ccs143:Abdom hernia:-0.083 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.077 Newborn Diagnosis:9ccs253:Allergy:-0.076 Newborn Diagnosis:9ccs200:Oth skin dx:-0.075 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.060 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1057 | OR_unadj: 1.438 [1.084 1.906] | indivs AUC:0.568 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.991 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.521 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.520 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.495 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.493 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.475 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.474 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.397 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.397 * Vital: HC-gain0to24 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 903 | OR_unadj: 1.731 [1.303 2.298] | indivs AUC:0.539 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.120 Diagnosis:9ccs83:Epilepsy/cnv:-0.102 Diagnosis:9ccs90:Eye infectn:0.069 Diagnosis:9ccs94:Other ear dx:-0.066 Diagnosis:9ccs247:Lymph enlarg:0.058 Diagnosis:9ccs208:Acq foot def:-0.052 Diagnosis:9ccs89:Blindness:0.051 Diagnosis:9ccs238:Complic proc:-0.051 Diagnosis:9ccs253:Allergy:0.050 Diagnosis:9ccs205:Back problem:0.049 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1055 | OR_unadj: 1.153 [0.870 1.529] | indivs AUC:0.515 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.999 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.277 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.276 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.188 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.188 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.164 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.164 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.153 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.153 Vital: Ht Percentile-gain13to19 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 832 | OR_unadj: 0.955 [0.693 1.316] | indivs AUC:0.478 Correlated most with: Diagnosis:9ccs136:Teeth dx:-0.064 Diagnosis:9ccs163:Other GU dx:0.057 Diagnosis:9ccs208:Acq foot def:0.051 Diagnosis:9ccs211:Ot conn tiss:0.051 Newborn Diagnosis:9ccs215:gu cong anom:0.051 Diagnosis:9ccs125:Bronchitis:0.051 Diagnosis:9ccs143:Abdom hernia:-0.051 Diagnosis:9ccs161:Ot dx kidney:0.048 Diagnosis:9ccs257:Ot aftercare:0.048 Diagnosis:9ccs147:Anal/rectal:0.044 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 1058 | OR_unadj: 1.146 [0.865 1.519] | indivs AUC:0.509 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.999 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.278 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.277 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.188 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.187 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.163 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.162 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.153 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.151 Vital: Ht-gain0to24 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 1325 | OR_unadj: 1.215 [0.931 1.585] | indivs AUC:0.551 Correlated most with: Diagnosis:9ccs200:Oth skin dx:0.088 Newborn Diagnosis:9ccs219:Low birth wt:-0.087 Diagnosis:9ccs128:Asthma:0.083 Number of Visits:0.082 Diagnosis:9ccs64:Ot hematl dx:0.075 Diagnosis:9ccs259:Unclassified:0.072 Lab:323825 STREP SCREEN THROAT - Sunrise:0.067 Diagnosis:9ccs2603:E Codes: Fall:0.062 Diagnosis:9ccs137:Mouth dx:0.056 Diagnosis:9ccs134:Ot uppr resp:0.055 Vital: HR-avg7to10 | coef 0.006 95% CI: [0.004 , 0.009] | OR_adj 1.006 [1.004 1.009] | occ: 420 | OR_unadj: 0.906 [0.585 1.403] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:0.089 Diagnosis:9ccs217:Ot cong anom:0.086 Diagnosis:9ccs125:Bronchitis:0.082 Diagnosis:9ccs257:Ot aftercare:0.064 Diagnosis:9ccs7:Viral infect:0.063 Diagnosis:9ccs76:Meningitis:-0.063 Diagnosis:9ccs58:Ot nutrit dx:-0.061 Diagnosis:9ccs140:Gastritis:0.061 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.060 Newborn Diagnosis:9ccs222:Perint jaund:0.059 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1060 | OR_unadj: 1.433 [1.080 1.900] | indivs AUC:0.564 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.991 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.523 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.516 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.497 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.490 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.476 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.470 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.399 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.394 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1059 | OR_unadj: 1.048 [0.775 1.417] | indivs AUC:0.436 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.999 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.930 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.928 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.769 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.768 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.706 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.705 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.665 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.663 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1056 | OR_unadj: 1.052 [0.778 1.422] | indivs AUC:0.441 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.999 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.930 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.928 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.769 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.767 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.706 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.704 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.664 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.663 Diagnosis:9ccs255:Social admin | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1616 | OR_unadj: 0.664 [0.382 1.152] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs255:Social admin:1.000 Diagnosis:9ccs10:Immuniz/scrn:0.458 Diagnosis:9ccs126:Ot up rsp in:0.355 Diagnosis:9ccs253:Allergy:0.212 Diagnosis:9ccs92:Otitis media:0.192 Diagnosis:9ccs257:Ot aftercare:0.190 Diagnosis:9ccs7:Viral infect:0.187 Number of Visits:0.148 Diagnosis:9ccs90:Eye infectn:0.125 Diagnosis:9ccs125:Bronchitis:0.124 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1060 | OR_unadj: 1.261 [0.951 1.673] | indivs AUC:0.492 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.999 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.466 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.466 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.360 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.360 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.255 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.252 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.241 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.239 Vital: Ht Percentile-avg10to13 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 671 | OR_unadj: 1.232 [0.896 1.694] | indivs AUC:0.559 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.102 Diagnosis:9ccs89:Blindness:0.061 Diagnosis:10ccs58:Ot nutrit dx:0.059 Newborn Diagnosis:9ccs221:Resp distres:-0.055 Lab:323825 STREP SCREEN THROAT - Sunrise:0.052 Diagnosis:9ccs256:Exam/eval:0.051 Diagnosis:9ccs55:Fluid/elc dx:0.047 Diagnosis:9ccs135:Intest infct:0.046 Diagnosis:9ccs3:Oth bact inf:0.045 Diagnosis:9ccs59:Anemia:0.045 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1057 | OR_unadj: 1.248 [0.940 1.656] | indivs AUC:0.485 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.999 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.466 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.465 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.360 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.360 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.255 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.254 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.241 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.239 Vital: Ht Percentile-avg16to19 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 749 | OR_unadj: 1.248 [0.920 1.693] | indivs AUC:0.505 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:0.081 Newborn Diagnosis:9ccs219:Low birth wt:-0.078 Diagnosis:9ccs128:Asthma:0.071 Diagnosis:9ccs89:Blindness:0.064 Diagnosis:9ccs51:Ot endo dsor:0.060 Newborn Diagnosis:9ccs215:gu cong anom:0.060 Lab:297262 HEMOGLOBIN (HEMOCUE):0.058 Diagnosis:9ccs147:Anal/rectal:0.058 Newborn Diagnosis:9ccs221:Resp distres:-0.053 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.052 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 997 | OR_unadj: 1.196 [0.884 1.617] | indivs AUC:0.502 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.999 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.459 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.457 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.450 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.449 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.403 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.402 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.342 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.339 Vital: Ht Percentile-gain7to13 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 713 | OR_unadj: 1.104 [0.782 1.559] | indivs AUC:0.479 Correlated most with: Newborn Diagnosis:9ccs94:Other ear dx:-0.072 Diagnosis:9ccs217:Ot cong anom:-0.070 Diagnosis:9ccs124:Tonsillitis:0.066 Diagnosis:10ccs58:Ot nutrit dx:0.065 Diagnosis:9ccs219:Low birth wt:0.064 Diagnosis:9ccs143:Abdom hernia:0.060 Diagnosis:9ccs147:Anal/rectal:0.051 Diagnosis:9ccs74:Ot mentl cnd:0.050 Diagnosis:9ccs2:Septicemia:0.049 Diagnosis:9ccs2603:E Codes: Fall:0.049 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 994 | OR_unadj: 1.205 [0.891 1.630] | indivs AUC:0.509 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.999 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.458 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.457 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.449 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.448 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.403 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.402 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.342 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.341 Vital: Ht Percentile-gain10to16 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 768 | OR_unadj: 0.941 [0.680 1.302] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs125:Bronchitis:-0.077 Lab:295669 BILIRUBIN DIRECT - LMC:-0.069 Diagnosis:9ccs0:No DX:0.063 Diagnosis:9ccs96:Hrt valve dx:-0.062 Diagnosis:9ccs223:Birth trauma:-0.053 Diagnosis:9ccs2:Septicemia:-0.051 Lab:292495 LEAD LEVEL - Sunrise:0.048 Newborn Diagnosis:9ccs213:Cardiac anom:-0.047 Diagnosis:9ccs208:Acq foot def:-0.046 Diagnosis:9ccs213:Cardiac anom:-0.045 Vital: Ht Percentile-gain1to5 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 465 | OR_unadj: 0.736 [0.477 1.135] | indivs AUC:0.478 Correlated most with: Diagnosis:9ccs242:Poisn ot med:0.066 Diagnosis:9ccs140:Gastritis:-0.061 Diagnosis:9ccs48:Thyroid dsor:-0.060 Diagnosis:9ccs96:Hrt valve dx:-0.058 Newborn Diagnosis:9ccs222:Perint jaund:0.056 Diagnosis:9ccs213:Cardiac anom:-0.051 Diagnosis:9ccs47:Ot bnign neo:-0.048 Diagnosis:9ccs151:Oth liver dx:-0.042 Diagnosis:9ccs163:Other GU dx:0.042 Diagnosis:9ccs224:Ot perint dx:-0.041 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1043 | OR_unadj: 1.400 [1.051 1.866] | indivs AUC:0.532 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.998 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.466 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.466 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.380 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.380 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.267 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.267 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.218 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.217 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1013 | OR_unadj: 0.877 [0.644 1.195] | indivs AUC:0.488 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.587 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.586 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.582 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.581 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.483 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.481 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.476 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.474 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1059 | OR_unadj: 1.147 [0.861 1.527] | indivs AUC:0.541 Correlated most with: Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:1.000 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.999 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.731 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.731 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.655 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.652 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.635 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.634 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.608 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.605 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1010 | OR_unadj: 0.881 [0.647 1.199] | indivs AUC:0.494 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.587 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.586 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.582 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.581 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.482 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.481 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.475 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.474 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1046 | OR_unadj: 1.400 [1.051 1.866] | indivs AUC:0.527 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.998 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.466 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.465 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.381 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.379 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.268 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.267 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.219 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.217 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1056 | OR_unadj: 1.154 [0.867 1.537] | indivs AUC:0.546 Correlated most with: Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:1.000 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.999 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.731 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.730 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.656 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.654 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.636 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.635 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.609 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.607 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1060 | OR_unadj: 1.146 [0.862 1.522] | indivs AUC:0.533 Correlated most with: Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.394 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.393 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.391 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.391 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.381 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.380 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.340 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.340 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1057 | OR_unadj: 1.125 [0.846 1.496] | indivs AUC:0.529 Correlated most with: Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.394 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.393 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.391 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.391 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.380 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.379 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.341 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.340 Vital: Ht Percentile-avg7to10 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 564 | OR_unadj: 1.079 [0.760 1.532] | indivs AUC:0.530 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.104 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.086 Newborn Diagnosis:9ccs221:Resp distres:-0.066 Diagnosis:9ccs167:Breast dx:-0.064 Newborn Diagnosis:9ccs200:Oth skin dx:-0.062 Diagnosis:9ccs168:PID:0.059 Diagnosis:9ccs208:Acq foot def:0.057 Diagnosis:9ccs89:Blindness:0.053 Lab:323825 STREP SCREEN THROAT - Sunrise:0.051 Diagnosis:9ccs74:Ot mentl cnd:-0.049 * Diagnosis:9ccs10:Immuniz/scrn | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1406 | OR_unadj: 0.719 [0.517 0.999] | indivs AUC:0.515 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:1.000 Diagnosis:9ccs255:Social admin:0.458 Diagnosis:9ccs126:Ot up rsp in:0.312 Number of Visits:0.277 Diagnosis:9ccs7:Viral infect:0.207 Diagnosis:9ccs257:Ot aftercare:0.194 Diagnosis:9ccs92:Otitis media:0.191 Diagnosis:9ccs253:Allergy:0.179 Diagnosis:9ccs135:Intest infct:0.147 Diagnosis:9ccs90:Eye infectn:0.143 Vital: Ht Percentile-avg5to7 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 465 | OR_unadj: 1.007 [0.684 1.483] | indivs AUC:0.524 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.108 Newborn Diagnosis:9ccs200:Oth skin dx:-0.081 Newborn Diagnosis:9ccs221:Resp distres:-0.069 Diagnosis:9ccs63:Wht blood dx:0.065 Diagnosis:9ccs222:Perint jaund:0.062 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.060 Diagnosis:9ccs140:Gastritis:-0.058 Diagnosis:9ccs208:Acq foot def:0.058 Diagnosis:9ccs125:Bronchitis:0.056 Number of Visits:0.055 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1058 | OR_unadj: 1.063 [0.788 1.433] | indivs AUC:0.492 Correlated most with: Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:1.000 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.998 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.731 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.730 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.718 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.714 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.708 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.704 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.652 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.650 Vital: Ht Percentile-avg13to16 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 688 | OR_unadj: 1.313 [0.962 1.791] | indivs AUC:0.508 Correlated most with: Diagnosis:10ccs58:Ot nutrit dx:0.089 Lab:323825 STREP SCREEN THROAT - Sunrise:0.084 Newborn Diagnosis:9ccs219:Low birth wt:-0.082 Newborn Diagnosis:9ccs221:Resp distres:-0.071 Diagnosis:9ccs242:Poisn ot med:0.066 Diagnosis:9ccs2603:E Codes: Fall:0.060 Diagnosis:9ccs90:Eye infectn:0.058 Newborn Diagnosis:9ccs200:Oth skin dx:-0.057 Newborn Diagnosis:9ccs224:Ot perint dx:0.053 Diagnosis:9ccs167:Breast dx:-0.050 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1055 | OR_unadj: 1.063 [0.788 1.433] | indivs AUC:0.501 Correlated most with: Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:1.000 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.998 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.731 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.731 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.719 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.718 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.710 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.708 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.653 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.652 Vital: Ht Percentile-avg3to5 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 415 | OR_unadj: 0.745 [0.479 1.157] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.097 Diagnosis:9ccs61:Sickle cell:-0.068 Newborn Diagnosis:9ccs253:Allergy:-0.067 Diagnosis:9ccs175:Ot femal gen:0.066 Diagnosis:9ccs168:PID:0.065 Diagnosis:9ccs96:Hrt valve dx:-0.065 Newborn Diagnosis:9ccs200:Oth skin dx:-0.064 Diagnosis:9ccs242:Poisn ot med:0.052 Diagnosis:9ccs258:Other screen:0.049 Diagnosis:9ccs74:Ot mentl cnd:-0.048 * Vital: Ht Percentile-gain0to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 899 | OR_unadj: 1.356 [1.016 1.808] | indivs AUC:0.595 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.083 Diagnosis:9ccs89:Blindness:0.078 Diagnosis:9ccs128:Asthma:0.077 Lab:294203 BILIRUBIN TOTAL - LMC:-0.064 Lab:323825 STREP SCREEN THROAT - Sunrise:0.062 Diagnosis:9ccs64:Ot hematl dx:0.061 Newborn Diagnosis:9ccs215:gu cong anom:0.055 Diagnosis:9ccs137:Mouth dx:0.055 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.054 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.054 Vital: Ht Percentile-gain3to7 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 513 | OR_unadj: 0.862 [0.579 1.284] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs92:Otitis media:0.085 Diagnosis:9ccs136:Teeth dx:0.069 Diagnosis:9ccs74:Ot mentl cnd:0.066 Diagnosis:9ccs113:Late eff CVD:0.062 Diagnosis:9ccs161:Ot dx kidney:0.061 Diagnosis:9ccs59:Anemia:0.060 Diagnosis:9ccs125:Bronchitis:0.058 Diagnosis:9ccs213:Cardiac anom:0.056 Diagnosis:9ccs124:Tonsillitis:0.051 Diagnosis:9ccs126:Ot up rsp in:0.048 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1057 | OR_unadj: 0.956 [0.714 1.280] | indivs AUC:0.483 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.696 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.694 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.655 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.654 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.635 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.634 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.351 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.350 Vital: HR-avg13to16 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 363 | OR_unadj: 1.048 [0.669 1.642] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs140:Gastritis:0.111 Diagnosis:9ccs240:Burns:0.076 Diagnosis:9ccs168:PID:0.074 Diagnosis:9ccs10:Immuniz/scrn:0.068 Diagnosis:9ccs163:Other GU dx:0.068 Diagnosis:9ccs257:Ot aftercare:0.065 Diagnosis:9ccs159:UTI:0.062 Diagnosis:9ccs234:Crush injury:0.055 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.054 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.054 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1060 | OR_unadj: 0.956 [0.714 1.280] | indivs AUC:0.475 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.695 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.695 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.654 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.654 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.635 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.635 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.350 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.350 Vital: Ht Percentile-gain5to10 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 606 | OR_unadj: 0.842 [0.579 1.225] | indivs AUC:0.463 Correlated most with: Diagnosis:9ccs89:Blindness:0.063 Diagnosis:9ccs214:GI cong anom:0.059 Diagnosis:9ccs167:Breast dx:-0.059 Diagnosis:9ccs113:Late eff CVD:-0.053 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.051 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.050 Diagnosis:9ccs211:Ot conn tiss:-0.050 Diagnosis:9ccs247:Lymph enlarg:0.050 Lab:295669 BILIRUBIN DIRECT - LMC:0.049 Diagnosis:9ccs63:Wht blood dx:-0.048 * Vital: Ht Percentile-avg19to24 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 916 | OR_unadj: 1.365 [1.025 1.817] | indivs AUC:0.591 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.091 Diagnosis:9ccs128:Asthma:0.079 Diagnosis:9ccs89:Blindness:0.079 Lab:294203 BILIRUBIN TOTAL - LMC:-0.066 Lab:323825 STREP SCREEN THROAT - Sunrise:0.061 Diagnosis:9ccs64:Ot hematl dx:0.061 Newborn Diagnosis:9ccs215:gu cong anom:0.056 Lab:297262 HEMOGLOBIN (HEMOCUE):0.053 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.053 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.053 Vital: HR-avg16to19 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 364 | OR_unadj: 0.933 [0.582 1.496] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs240:Burns:0.086 Diagnosis:9ccs217:Ot cong anom:0.077 Diagnosis:9ccs161:Ot dx kidney:0.073 Diagnosis:9ccs63:Wht blood dx:0.071 Diagnosis:9ccs90:Eye infectn:0.071 Diagnosis:9ccs219:Low birth wt:0.070 Diagnosis:9ccs159:UTI:0.063 Diagnosis:9ccs91:Other eye dx:0.061 Diagnosis:9ccs251:Abdomnl pain:0.056 Diagnosis:9ccs10:Immuniz/scrn:0.054 Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 491 | OR_unadj: 0.892 [0.662 1.202] | indivs AUC:0.481 Correlated most with: Newborn Diagnosis:9ccs224:Ot perint dx:1.000 Newborn Diagnosis:9ccs96:Hrt valve dx:0.129 Newborn Diagnosis:9ccs256:Exam/eval:0.127 Newborn Diagnosis:9ccs222:Perint jaund:0.105 Newborn Diagnosis:9ccs95:Oth nerv dx:0.085 Diagnosis:9ccs253:Allergy:-0.080 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.070 Newborn Diagnosis:9ccs253:Allergy:0.070 Newborn Diagnosis:9ccs200:Oth skin dx:0.060 Diagnosis:9ccs234:Crush injury:-0.056 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1059 | OR_unadj: 1.001 [0.752 1.332] | indivs AUC:0.494 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.999 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.933 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.931 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.722 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.720 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.710 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.708 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.689 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.687 * Vital: RR-latest | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 725 | OR_unadj: 0.663 [0.457 0.960] | indivs AUC:0.444 Correlated most with: Diagnosis:9ccs151:Oth liver dx:0.128 Diagnosis:9ccs10:Immuniz/scrn:0.079 Diagnosis:9ccs257:Ot aftercare:0.074 Diagnosis:9ccs222:Perint jaund:0.073 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.071 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.071 Newborn Diagnosis:9ccs219:Low birth wt:0.070 Diagnosis:9ccs223:Birth trauma:0.066 Diagnosis:9ccs224:Ot perint dx:0.064 Diagnosis:9ccs128:Asthma:0.063 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1056 | OR_unadj: 0.986 [0.740 1.313] | indivs AUC:0.488 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.933 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.931 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.721 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.720 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.709 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.708 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.688 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.686 Newborn Diagnosis:9ccs219:Low birth wt | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 102 | OR_unadj: 1.051 [0.606 1.824] | indivs AUC:0.494 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:1.000 Diagnosis:9ccs219:Low birth wt:0.413 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.312 Newborn Diagnosis:9ccs256:Exam/eval:0.306 Newborn Diagnosis:9ccs221:Resp distres:0.272 Newborn Diagnosis:9ccs222:Perint jaund:0.264 Newborn Diagnosis:9ccs253:Allergy:0.240 Diagnosis:9ccs74:Ot mentl cnd:0.126 Newborn Diagnosis:9ccs94:Other ear dx:-0.120 Diagnosis:9ccs143:Abdom hernia:0.104 Vital: HR-avg19to24 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 442 | OR_unadj: 0.945 [0.614 1.454] | indivs AUC:0.567 Correlated most with: Diagnosis:9ccs213:Cardiac anom:-0.072 Diagnosis:9ccs10:Immuniz/scrn:0.060 Diagnosis:10ccs58:Ot nutrit dx:-0.060 Diagnosis:9ccs251:Abdomnl pain:0.055 Diagnosis:9ccs151:Oth liver dx:0.054 Diagnosis:9ccs3:Oth bact inf:0.052 Diagnosis:9ccs96:Hrt valve dx:-0.052 Newborn Diagnosis:9ccs256:Exam/eval:0.051 Diagnosis:9ccs212:Ot bone dx:0.050 Diagnosis:9ccs113:Late eff CVD:0.049 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1060 | OR_unadj: 1.111 [0.830 1.488] | indivs AUC:0.504 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.997 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.947 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.944 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.769 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.767 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.760 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.757 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.714 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.711 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1057 | OR_unadj: 1.115 [0.833 1.493] | indivs AUC:0.511 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.997 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.947 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.945 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.769 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.768 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.759 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.757 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.713 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.711 Vital: Ht Percentile-avg1to3 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 375 | OR_unadj: 0.643 [0.396 1.043] | indivs AUC:0.469 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.107 Newborn Diagnosis:9ccs200:Oth skin dx:-0.076 Diagnosis:9ccs208:Acq foot def:0.072 Diagnosis:9ccs168:PID:0.066 Diagnosis:9ccs8:Oth infectns:0.066 Diagnosis:9ccs224:Ot perint dx:0.063 Diagnosis:9ccs211:Ot conn tiss:0.061 Diagnosis:9ccs200:Oth skin dx:0.058 Diagnosis:9ccs51:Ot endo dsor:0.055 Diagnosis:9ccs219:Low birth wt:-0.052 Census:Percent; Estimate; Percent bachelor's degree or higher-birth | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1056 | OR_unadj: 1.054 [0.776 1.431] | indivs AUC:0.473 Correlated most with: Census:Percent; Estimate; Percent bachelor's degree or higher-birth:1.000 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.998 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.947 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.944 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.930 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.928 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.778 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.776 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.721 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.721 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1060 | OR_unadj: 0.950 [0.691 1.307] | indivs AUC:0.516 Correlated most with: Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:1.000 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.997 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.915 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.912 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.722 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.719 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.714 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.711 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.710 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.708 Census:Percent; Estimate; Percent bachelor's degree or higher-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1059 | OR_unadj: 1.050 [0.773 1.426] | indivs AUC:0.466 Correlated most with: Census:Percent; Estimate; Percent bachelor's degree or higher-latest:1.000 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.998 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.947 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.945 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.930 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.928 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.779 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.776 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.722 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.722 Diagnosis:9ccs253:Allergy | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 840 | OR_unadj: 0.970 [0.744 1.266] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs253:Allergy:1.000 Number of Visits:0.271 Diagnosis:9ccs255:Social admin:0.212 Diagnosis:9ccs200:Oth skin dx:0.201 Diagnosis:9ccs10:Immuniz/scrn:0.179 Diagnosis:9ccs4:Mycoses:0.177 Diagnosis:9ccs126:Ot up rsp in:0.157 Diagnosis:9ccs257:Ot aftercare:0.157 Diagnosis:9ccs7:Viral infect:0.155 Diagnosis:9ccs239:Superfic inj:0.139 Census:Percent; Estimate; Percent high school graduate or higher-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1060 | OR_unadj: 1.130 [0.854 1.496] | indivs AUC:0.496 Correlated most with: Census:Percent; Estimate; Percent high school graduate or higher-latest:1.000 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.933 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.931 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.915 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.912 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.779 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.776 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.760 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.757 * Diagnosis:9ccs58:Ot nutrit dx | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 160 | OR_unadj: 1.600 [1.067 2.397] | indivs AUC:0.527 Correlated most with: Diagnosis:9ccs58:Ot nutrit dx:1.000 Number of Visits:0.140 Diagnosis:9ccs74:Ot mentl cnd:0.102 Lab:294203 BILIRUBIN TOTAL - LMC:0.092 Diagnosis:9ccs256:Exam/eval:0.090 Diagnosis:9ccs253:Allergy:0.088 Diagnosis:9ccs155:Other GI dx:0.087 Diagnosis:9ccs134:Ot uppr resp:0.085 Diagnosis:9ccs250:Nausea/vomit:0.078 Diagnosis:9ccs257:Ot aftercare:0.074 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1057 | OR_unadj: 0.957 [0.702 1.304] | indivs AUC:0.506 Correlated most with: Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:1.000 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.997 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.914 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.912 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.721 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.719 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.713 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.711 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.709 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.708 * Newborn Diagnosis:9ccs256:Exam/eval | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 105 | OR_unadj: 1.637 [1.010 2.653] | indivs AUC:0.517 Correlated most with: Newborn Diagnosis:9ccs256:Exam/eval:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.306 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.206 Newborn Diagnosis:9ccs221:Resp distres:0.197 Newborn Diagnosis:9ccs222:Perint jaund:0.192 Diagnosis:9ccs219:Low birth wt:0.187 Newborn Diagnosis:9ccs224:Ot perint dx:0.127 Newborn Diagnosis:9ccs253:Allergy:0.108 Newborn Diagnosis:9ccs223:Birth trauma:0.089 Diagnosis:9ccs61:Sickle cell:0.082 Census:Percent; Estimate; Percent high school graduate or higher-birth | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1057 | OR_unadj: 1.134 [0.857 1.501] | indivs AUC:0.502 Correlated most with: Census:Percent; Estimate; Percent high school graduate or higher-birth:1.000 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.933 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.931 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.914 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.912 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.778 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.776 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.759 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.757 Vital: Ht Percentile-gain0to3 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 390 | OR_unadj: 0.716 [0.445 1.152] | indivs AUC:0.420 Correlated most with: Diagnosis:9ccs95:Oth nerv dx:-0.060 Diagnosis:9ccs122:Pneumonia:0.055 Diagnosis:9ccs200:Oth skin dx:0.051 Diagnosis:9ccs161:Ot dx kidney:0.050 Diagnosis:9ccs89:Blindness:0.048 Diagnosis:9ccs113:Late eff CVD:0.047 Diagnosis:9ccs47:Ot bnign neo:0.043 Diagnosis:9ccs48:Thyroid dsor:0.042 Lab:323825 STREP SCREEN THROAT - Sunrise:0.041 Diagnosis:9ccs175:Ot femal gen:0.040 Diagnosis:9ccs126:Ot up rsp in | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1234 | OR_unadj: 1.180 [0.868 1.604] | indivs AUC:0.541 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:1.000 Number of Visits:0.430 Diagnosis:9ccs255:Social admin:0.355 Diagnosis:9ccs92:Otitis media:0.337 Diagnosis:9ccs10:Immuniz/scrn:0.312 Diagnosis:9ccs7:Viral infect:0.236 Diagnosis:9ccs257:Ot aftercare:0.228 Diagnosis:9ccs90:Eye infectn:0.191 Diagnosis:9ccs135:Intest infct:0.190 Diagnosis:9ccs133:Oth low resp:0.167 Diagnosis:9ccs197:Skin infectn | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 171 | OR_unadj: 1.339 [0.889 2.017] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs197:Skin infectn:1.000 Number of Visits:0.102 Diagnosis:9ccs92:Otitis media:0.090 Diagnosis:9ccs136:Teeth dx:0.088 Diagnosis:9ccs137:Mouth dx:0.083 Diagnosis:9ccs239:Superfic inj:0.080 Diagnosis:9ccs2:Septicemia:0.079 Diagnosis:9ccs90:Eye infectn:0.077 Diagnosis:9ccs255:Social admin:0.075 Diagnosis:9ccs7:Viral infect:0.074 Diagnosis:9ccs7:Viral infect | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 718 | OR_unadj: 0.855 [0.651 1.122] | indivs AUC:0.467 Correlated most with: Diagnosis:9ccs7:Viral infect:1.000 Number of Visits:0.408 Diagnosis:9ccs126:Ot up rsp in:0.236 Diagnosis:9ccs10:Immuniz/scrn:0.207 Diagnosis:9ccs90:Eye infectn:0.205 Diagnosis:9ccs255:Social admin:0.187 Diagnosis:9ccs133:Oth low resp:0.182 Diagnosis:9ccs92:Otitis media:0.174 Diagnosis:9ccs257:Ot aftercare:0.169 Diagnosis:9ccs125:Bronchitis:0.159 Newborn Diagnosis:9ccs222:Perint jaund | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 169 | OR_unadj: 1.244 [0.818 1.892] | indivs AUC:0.503 Correlated most with: Newborn Diagnosis:9ccs222:Perint jaund:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.264 Newborn Diagnosis:9ccs256:Exam/eval:0.192 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.181 Newborn Diagnosis:9ccs253:Allergy:0.154 Newborn Diagnosis:9ccs221:Resp distres:0.149 Diagnosis:9ccs219:Low birth wt:0.119 Diagnosis:9ccs222:Perint jaund:0.115 Newborn Diagnosis:9ccs224:Ot perint dx:0.105 Number of Visits:0.103 Vital: RR-avg7to10 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 231 | OR_unadj: 0.785 [0.423 1.459] | indivs AUC:0.514 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:0.128 Diagnosis:9ccs125:Bronchitis:0.117 Diagnosis:9ccs257:Ot aftercare:0.095 Diagnosis:9ccs90:Eye infectn:0.083 Diagnosis:9ccs7:Viral infect:0.081 Diagnosis:9ccs247:Lymph enlarg:0.073 Diagnosis:9ccs133:Oth low resp:0.062 Diagnosis:9ccs134:Ot uppr resp:0.061 Lab:323825 STREP SCREEN THROAT - Sunrise:0.061 MatDeliveryAge:0.058 Diagnosis:9ccs257:Ot aftercare | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 730 | OR_unadj: 0.962 [0.735 1.259] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs257:Ot aftercare:1.000 Number of Visits:0.325 Diagnosis:9ccs126:Ot up rsp in:0.228 Diagnosis:9ccs92:Otitis media:0.226 Diagnosis:9ccs125:Bronchitis:0.216 Diagnosis:9ccs10:Immuniz/scrn:0.194 Diagnosis:9ccs255:Social admin:0.190 Diagnosis:9ccs7:Viral infect:0.169 Diagnosis:9ccs253:Allergy:0.157 Diagnosis:9ccs128:Asthma:0.152 Vital: HR-avg10to13 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 403 | OR_unadj: 1.043 [0.671 1.621] | indivs AUC:0.460 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:0.088 Diagnosis:9ccs212:Ot bone dx:0.069 Diagnosis:9ccs7:Viral infect:0.061 Diagnosis:9ccs117:Ot circul dx:0.055 Diagnosis:9ccs251:Abdomnl pain:0.055 Diagnosis:9ccs167:Breast dx:0.053 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.048 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.048 Diagnosis:9ccs140:Gastritis:0.047 Newborn Diagnosis:9ccs217:Ot cong anom:0.047 Vital: HR-avg1to3 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 273 | OR_unadj: 0.877 [0.537 1.434] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs117:Ot circul dx:0.089 Diagnosis:9ccs259:Unclassified:0.080 Diagnosis:9ccs214:GI cong anom:-0.079 Diagnosis:9ccs167:Breast dx:0.072 Newborn Diagnosis:9ccs256:Exam/eval:0.072 Diagnosis:9ccs244:Other injury:0.063 Diagnosis:9ccs122:Pneumonia:-0.062 Newborn Diagnosis:9ccs219:Low birth wt:0.060 Diagnosis:9ccs10:Immuniz/scrn:0.057 Diagnosis:9ccs198:Ot infl skin:0.057 Vital: HR-avg3to5 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 237 | OR_unadj: 0.904 [0.524 1.561] | indivs AUC:0.523 Correlated most with: Newborn Diagnosis:9ccs256:Exam/eval:0.091 Diagnosis:9ccs167:Breast dx:0.081 MatDeliveryAge:0.068 Newborn Diagnosis:9ccs221:Resp distres:0.067 Diagnosis:9ccs161:Ot dx kidney:0.066 Newborn Diagnosis:9ccs223:Birth trauma:-0.064 Diagnosis:9ccs74:Ot mentl cnd:-0.061 Diagnosis:9ccs7:Viral infect:0.054 Newborn Diagnosis:9ccs215:gu cong anom:0.054 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.053 Diagnosis:9ccs92:Otitis media | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 737 | OR_unadj: 1.137 [0.871 1.485] | indivs AUC:0.553 Correlated most with: Diagnosis:9ccs92:Otitis media:1.000 Number of Visits:0.408 Diagnosis:9ccs126:Ot up rsp in:0.337 Diagnosis:9ccs90:Eye infectn:0.231 Diagnosis:9ccs125:Bronchitis:0.228 Diagnosis:9ccs257:Ot aftercare:0.226 Diagnosis:9ccs255:Social admin:0.192 Diagnosis:9ccs10:Immuniz/scrn:0.191 Diagnosis:9ccs135:Intest infct:0.183 Diagnosis:9ccs7:Viral infect:0.174 Diagnosis:9ccs239:Superfic inj | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 152 | OR_unadj: 0.949 [0.591 1.522] | indivs AUC:0.469 Correlated most with: Diagnosis:9ccs239:Superfic inj:1.000 Number of Visits:0.203 Diagnosis:9ccs253:Allergy:0.139 Diagnosis:9ccs200:Oth skin dx:0.138 Diagnosis:9ccs155:Other GI dx:0.136 Diagnosis:9ccs256:Exam/eval:0.120 Diagnosis:9ccs126:Ot up rsp in:0.114 Diagnosis:9ccs133:Oth low resp:0.112 Diagnosis:9ccs7:Viral infect:0.107 Diagnosis:9ccs214:GI cong anom:0.097 * Diagnosis:9ccs200:Oth skin dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 461 | OR_unadj: 0.717 [0.522 0.985] | indivs AUC:0.465 Correlated most with: Diagnosis:9ccs200:Oth skin dx:1.000 Number of Visits:0.231 Diagnosis:9ccs253:Allergy:0.201 Diagnosis:9ccs155:Other GI dx:0.168 Diagnosis:9ccs7:Viral infect:0.158 Diagnosis:9ccs256:Exam/eval:0.140 Diagnosis:9ccs239:Superfic inj:0.138 Diagnosis:9ccs126:Ot up rsp in:0.119 Diagnosis:9ccs255:Social admin:0.113 Diagnosis:9ccs10:Immuniz/scrn:0.106 Vital: RR-avg16to19 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 154 | OR_unadj: 1.347 [0.768 2.362] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs240:Burns:0.091 Diagnosis:9ccs125:Bronchitis:0.057 Diagnosis:9ccs95:Oth nerv dx:-0.053 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.052 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.051 Diagnosis:9ccs239:Superfic inj:0.051 Diagnosis:9ccs2:Septicemia:0.051 Diagnosis:9ccs133:Oth low resp:0.050 Diagnosis:9ccs123:Influenza:0.049 Diagnosis:9ccs197:Skin infectn:0.041 Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1611 | OR_unadj: 1.569 [0.777 3.170] | indivs AUC:0.512 Correlated most with: Newborn Diagnosis:9ccs10:Immuniz/scrn:1.000 Newborn Diagnosis:9ccs94:Other ear dx:0.316 Newborn Diagnosis:9ccs219:Low birth wt:-0.312 Newborn Diagnosis:9ccs259:Unclassified:-0.304 Newborn Diagnosis:9ccs0:No DX:-0.234 Newborn Diagnosis:9ccs256:Exam/eval:-0.206 Newborn Diagnosis:9ccs222:Perint jaund:-0.181 Newborn Diagnosis:9ccs221:Resp distres:-0.140 Diagnosis:9ccs219:Low birth wt:-0.123 Newborn Diagnosis:9ccs253:Allergy:-0.122 Diagnosis:9ccs155:Other GI dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 446 | OR_unadj: 0.796 [0.581 1.090] | indivs AUC:0.428 Correlated most with: Diagnosis:9ccs155:Other GI dx:1.000 Number of Visits:0.304 Diagnosis:9ccs200:Oth skin dx:0.168 Diagnosis:9ccs7:Viral infect:0.153 Diagnosis:9ccs126:Ot up rsp in:0.144 Diagnosis:9ccs239:Superfic inj:0.136 Diagnosis:9ccs10:Immuniz/scrn:0.130 Diagnosis:9ccs250:Nausea/vomit:0.124 Diagnosis:9ccs133:Oth low resp:0.116 Diagnosis:9ccs91:Other eye dx:0.113 Vital: HR-avg0to1 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 209 | OR_unadj: 0.618 [0.317 1.205] | indivs AUC:0.448 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:-0.137 Newborn Diagnosis:9ccs253:Allergy:0.094 Diagnosis:9ccs224:Ot perint dx:0.052 Lab:295669 BILIRUBIN DIRECT - LMC:-0.051 Diagnosis:9ccs175:Ot femal gen:-0.050 Diagnosis:9ccs151:Oth liver dx:-0.050 Diagnosis:9ccs91:Other eye dx:0.049 Diagnosis:9ccs96:Hrt valve dx:0.049 Diagnosis:9ccs76:Meningitis:-0.047 Diagnosis:9ccs10:Immuniz/scrn:0.045 Diagnosis:9ccs217:Ot cong anom | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 148 | OR_unadj: 0.870 [0.532 1.422] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs217:Ot cong anom:1.000 Diagnosis:9ccs89:Blindness:0.259 Diagnosis:9ccs91:Other eye dx:0.181 Diagnosis:9ccs47:Ot bnign neo:0.154 Diagnosis:9ccs95:Oth nerv dx:0.112 Number of Visits:0.110 Diagnosis:9ccs257:Ot aftercare:0.107 Diagnosis:9ccs10:Immuniz/scrn:0.102 Diagnosis:9ccs216:Nerv cong an:0.101 Diagnosis:9ccs74:Ot mentl cnd:0.099 Vital: HR-avg5to7 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 274 | OR_unadj: 0.881 [0.526 1.476] | indivs AUC:0.533 Correlated most with: Newborn Diagnosis:9ccs94:Other ear dx:-0.077 Newborn Diagnosis:9ccs221:Resp distres:0.075 Diagnosis:9ccs125:Bronchitis:0.073 Diagnosis:9ccs244:Other injury:0.068 Diagnosis:9ccs135:Intest infct:0.068 Diagnosis:9ccs10:Immuniz/scrn:0.065 Number of Visits:0.065 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.063 Diagnosis:9ccs128:Asthma:0.062 Diagnosis:9ccs90:Eye infectn:0.059 Vital: RR-avg3to5 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 144 | OR_unadj: 0.813 [0.383 1.729] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs128:Asthma:0.103 Diagnosis:9ccs219:Low birth wt:0.083 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.073 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.073 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.071 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.071 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.070 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.070 Diagnosis:9ccs0:No DX:0.066 Diagnosis:9ccs125:Bronchitis:0.061 Diagnosis:9ccs135:Intest infct | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 394 | OR_unadj: 1.151 [0.847 1.565] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs135:Intest infct:1.000 Number of Visits:0.310 Diagnosis:9ccs126:Ot up rsp in:0.190 Diagnosis:9ccs92:Otitis media:0.183 Diagnosis:9ccs7:Viral infect:0.156 Diagnosis:9ccs10:Immuniz/scrn:0.147 Diagnosis:9ccs125:Bronchitis:0.131 Diagnosis:9ccs253:Allergy:0.129 Diagnosis:9ccs255:Social admin:0.124 Diagnosis:9ccs257:Ot aftercare:0.120 Diagnosis:9ccs125:Bronchitis | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 394 | OR_unadj: 0.939 [0.683 1.292] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs125:Bronchitis:1.000 Number of Visits:0.248 Diagnosis:9ccs128:Asthma:0.241 Diagnosis:9ccs92:Otitis media:0.228 Diagnosis:9ccs257:Ot aftercare:0.216 Diagnosis:9ccs126:Ot up rsp in:0.165 Diagnosis:9ccs122:Pneumonia:0.164 Diagnosis:9ccs7:Viral infect:0.159 Diagnosis:9ccs133:Oth low resp:0.156 Diagnosis:9ccs135:Intest infct:0.131 Vital: Ht Percentile-avg0to1 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 307 | OR_unadj: 0.763 [0.457 1.274] | indivs AUC:0.527 Correlated most with: Diagnosis:9ccs211:Ot conn tiss:0.085 Newborn Diagnosis:9ccs200:Oth skin dx:-0.084 Newborn Diagnosis:9ccs219:Low birth wt:-0.074 Lab:294203 BILIRUBIN TOTAL - LMC:-0.074 Diagnosis:9ccs140:Gastritis:0.066 Diagnosis:9ccs168:PID:0.060 Diagnosis:9ccs208:Acq foot def:0.060 Diagnosis:9ccs224:Ot perint dx:0.059 Diagnosis:9ccs8:Oth infectns:0.055 Diagnosis:9ccs94:Other ear dx:0.052 Diagnosis:9ccs90:Eye infectn | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 400 | OR_unadj: 1.181 [0.871 1.601] | indivs AUC:0.560 Correlated most with: Diagnosis:9ccs90:Eye infectn:1.000 Number of Visits:0.286 Diagnosis:9ccs92:Otitis media:0.231 Diagnosis:9ccs7:Viral infect:0.205 Diagnosis:9ccs126:Ot up rsp in:0.191 Diagnosis:9ccs10:Immuniz/scrn:0.143 Diagnosis:9ccs125:Bronchitis:0.129 Diagnosis:9ccs255:Social admin:0.125 Diagnosis:9ccs133:Oth low resp:0.117 Diagnosis:9ccs135:Intest infct:0.112 Diagnosis:9ccs113:Late eff CVD | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 85 | OR_unadj: 1.437 [0.830 2.488] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs113:Late eff CVD:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.180 Diagnosis:9ccs94:Other ear dx:0.141 Diagnosis:9ccs83:Epilepsy/cnv:0.113 Number of Visits:0.098 Diagnosis:9ccs155:Other GI dx:0.072 Newborn Diagnosis:9ccs96:Hrt valve dx:0.069 Diagnosis:9ccs95:Oth nerv dx:0.068 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.062 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.062 Vital: RR-avg13to16 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 163 | OR_unadj: 0.770 [0.363 1.632] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.100 Diagnosis:9ccs141:Ot dx stomch:-0.093 Diagnosis:9ccs257:Ot aftercare:0.068 Diagnosis:9ccs113:Late eff CVD:-0.060 Diagnosis:9ccs128:Asthma:0.058 Diagnosis:9ccs247:Lymph enlarg:0.057 Diagnosis:9ccs95:Oth nerv dx:-0.056 Diagnosis:9ccs91:Other eye dx:0.051 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.051 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.051 Diagnosis:9ccs59:Anemia | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 135 | OR_unadj: 0.978 [0.596 1.604] | indivs AUC:0.528 Correlated most with: Diagnosis:9ccs59:Anemia:1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.165 Diagnosis:9ccs122:Pneumonia:0.103 Diagnosis:9ccs159:UTI:0.096 Diagnosis:9ccs243:Poisn nonmed:0.091 Number of Visits:0.090 Diagnosis:9ccs92:Otitis media:0.090 Diagnosis:9ccs10:Immuniz/scrn:0.088 Newborn Diagnosis:9ccs213:Cardiac anom:0.084 Diagnosis:9ccs126:Ot up rsp in:0.078 Diagnosis:9ccs74:Ot mentl cnd | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 146 | OR_unadj: 1.311 [0.844 2.037] | indivs AUC:0.543 Correlated most with: Diagnosis:9ccs74:Ot mentl cnd:1.000 Diagnosis:9ccs95:Oth nerv dx:0.195 Diagnosis:9ccs113:Late eff CVD:0.180 Number of Visits:0.177 Newborn Diagnosis:9ccs219:Low birth wt:0.126 Diagnosis:9ccs159:UTI:0.115 Diagnosis:9ccs94:Other ear dx:0.111 Diagnosis:9ccs58:Ot nutrit dx:0.102 Diagnosis:9ccs238:Complic proc:0.100 Diagnosis:9ccs217:Ot cong anom:0.099 Vital: RR-avg1to3 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 162 | OR_unadj: 1.250 [0.715 2.185] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs250:Nausea/vomit:-0.097 Newborn Diagnosis:9ccs219:Low birth wt:0.092 Diagnosis:9ccs74:Ot mentl cnd:0.089 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.085 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.085 Diagnosis:9ccs153:GI hemorrhag:0.084 Newborn Diagnosis:9ccs259:Unclassified:0.072 Diagnosis:9ccs143:Abdom hernia:-0.070 Diagnosis:9ccs8:Oth infectns:-0.069 Diagnosis:9ccs7:Viral infect:0.067 Diagnosis:9ccs134:Ot uppr resp | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 127 | OR_unadj: 1.126 [0.691 1.835] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:1.000 Number of Visits:0.199 Diagnosis:9ccs62:Coag/hemr dx:0.150 Diagnosis:9ccs133:Oth low resp:0.134 Diagnosis:9ccs126:Ot up rsp in:0.114 Diagnosis:9ccs90:Eye infectn:0.095 Diagnosis:9ccs123:Influenza:0.093 Diagnosis:9ccs58:Ot nutrit dx:0.085 Diagnosis:9ccs259:Unclassified:0.077 Diagnosis:9ccs94:Other ear dx:0.073 * Vital: RR-avg5to7 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 164 | OR_unadj: 0.339 [0.136 0.845] | indivs AUC:0.492 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.128 Number of Visits:0.095 Diagnosis:9ccs10:Immuniz/scrn:0.092 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.086 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.086 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.070 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.070 Diagnosis:9ccs135:Intest infct:0.068 Diagnosis:9ccs0:No DX:0.065 Diagnosis:9ccs128:Asthma:0.062 Newborn Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1642 | OR_unadj: 1.497 [0.635 3.528] | indivs AUC:0.509 Correlated most with: Newborn Diagnosis:9ccs94:Other ear dx:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.316 Newborn Diagnosis:9ccs0:No DX:-0.294 Newborn Diagnosis:9ccs219:Low birth wt:-0.120 Newborn Diagnosis:9ccs253:Allergy:-0.115 Newborn Diagnosis:9ccs222:Perint jaund:-0.071 Newborn Diagnosis:9ccs256:Exam/eval:-0.062 Diagnosis:9ccs219:Low birth wt:-0.058 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.056 Diagnosis:9ccs94:Other ear dx:-0.055 Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 155 | OR_unadj: 0.872 [0.539 1.410] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.525 Diagnosis:9ccs117:Ot circul dx:0.230 Newborn Diagnosis:9ccs96:Hrt valve dx:0.220 Newborn Diagnosis:9ccs213:Cardiac anom:0.181 Diagnosis:9ccs259:Unclassified:0.096 Diagnosis:9ccs10:Immuniz/scrn:0.090 Diagnosis:9ccs257:Ot aftercare:0.088 Number of Visits:0.077 Diagnosis:9ccs205:Back problem:0.071 Vital: RR-avg10to13 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 215 | OR_unadj: 1.323 [0.778 2.248] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs128:Asthma:0.108 Diagnosis:9ccs48:Thyroid dsor:0.088 Diagnosis:9ccs10:Immuniz/scrn:0.083 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.081 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.081 Diagnosis:9ccs234:Crush injury:0.073 Diagnosis:9ccs7:Viral infect:0.071 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.049 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.049 Lab:323825 STREP SCREEN THROAT - Sunrise:0.047 Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 17 | OR_unadj: 1.209 [0.345 4.239] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:1.000 Diagnosis:9ccs48:Thyroid dsor:0.193 Diagnosis:9ccs113:Late eff CVD:0.113 Diagnosis:9ccs238:Complic proc:0.104 Diagnosis:9ccs2:Septicemia:0.094 Number of Visits:0.087 Diagnosis:9ccs256:Exam/eval:0.083 Diagnosis:9ccs138:Esophgeal dx:0.081 Diagnosis:9ccs224:Ot perint dx:0.080 Diagnosis:9ccs216:Nerv cong an:0.079 Vital: RR-avg19to24 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 166 | OR_unadj: 0.936 [0.487 1.798] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs123:Influenza:0.137 Diagnosis:9ccs59:Anemia:0.100 Diagnosis:9ccs89:Blindness:0.069 Diagnosis:9ccs168:PID:0.053 Diagnosis:9ccs151:Oth liver dx:0.052 Lab:294203 BILIRUBIN TOTAL - LMC:-0.050 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.050 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.049 Diagnosis:9ccs222:Perint jaund:0.047 Diagnosis:9ccs141:Ot dx stomch:-0.045 Newborn Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 19 | OR_unadj: 1.510 [0.497 4.587] | indivs AUC:0.504 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:1.000 Diagnosis:9ccs223:Birth trauma:0.196 Diagnosis:9ccs153:GI hemorrhag:0.102 Diagnosis:9ccs47:Ot bnign neo:0.099 Newborn Diagnosis:9ccs256:Exam/eval:0.089 Diagnosis:9ccs154:Gastroent:0.082 Diagnosis:9ccs242:Poisn ot med:0.081 Diagnosis:9ccs247:Lymph enlarg:0.080 Newborn Diagnosis:9ccs222:Perint jaund:0.077 Newborn Diagnosis:9ccs221:Resp distres:0.074 Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 116 | OR_unadj: 1.341 [0.705 2.553] | indivs AUC:0.522 Correlated most with: Lab:295669 BILIRUBIN DIRECT - LMC:1.000 Lab:294203 BILIRUBIN TOTAL - LMC:0.191 Diagnosis:9ccs234:Crush injury:-0.085 Diagnosis:9ccs140:Gastritis:-0.082 Diagnosis:9ccs223:Birth trauma:0.079 Diagnosis:9ccs76:Meningitis:-0.072 Diagnosis:9ccs61:Sickle cell:0.070 Diagnosis:9ccs113:Late eff CVD:0.060 Diagnosis:9ccs151:Oth liver dx:0.058 Diagnosis:9ccs224:Ot perint dx:-0.058 Vital: HC Percentile-latest | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 57 | OR_unadj: 1.129 [0.428 2.977] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:-0.169 Lab:323825 STREP SCREEN THROAT - Sunrise:0.122 Diagnosis:9ccs163:Other GU dx:0.068 Newborn Diagnosis:9ccs95:Oth nerv dx:0.059 Diagnosis:9ccs59:Anemia:0.058 Diagnosis:9ccs204:Ot joint dx:0.056 Diagnosis:9ccs242:Poisn ot med:0.056 Diagnosis:9ccs138:Esophgeal dx:-0.050 Diagnosis:9ccs7:Viral infect:0.047 Diagnosis:9ccs216:Nerv cong an:0.047 Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 42 | OR_unadj: 1.336 [0.611 2.920] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs95:Oth nerv dx:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.195 Diagnosis:9ccs143:Abdom hernia:0.131 Diagnosis:9ccs208:Acq foot def:0.129 Number of Visits:0.116 Diagnosis:9ccs217:Ot cong anom:0.112 Newborn Diagnosis:9ccs200:Oth skin dx:0.108 Diagnosis:9ccs216:Nerv cong an:0.100 Diagnosis:9ccs161:Ot dx kidney:0.098 Diagnosis:9ccs90:Eye infectn:0.090 Diagnosis:9ccs4:Mycoses | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 178 | OR_unadj: 0.912 [0.584 1.423] | indivs AUC:0.473 Correlated most with: Diagnosis:9ccs4:Mycoses:1.000 Diagnosis:9ccs253:Allergy:0.177 Number of Visits:0.151 Diagnosis:9ccs200:Oth skin dx:0.102 Diagnosis:9ccs7:Viral infect:0.077 Diagnosis:9ccs256:Exam/eval:0.076 Diagnosis:9ccs126:Ot up rsp in:0.072 Diagnosis:9ccs197:Skin infectn:0.071 Diagnosis:9ccs255:Social admin:0.068 Diagnosis:9ccs239:Superfic inj:0.068 * Diagnosis:9ccs222:Perint jaund | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 174 | OR_unadj: 0.582 [0.346 0.978] | indivs AUC:0.466 Correlated most with: Diagnosis:9ccs222:Perint jaund:1.000 Diagnosis:9ccs151:Oth liver dx:0.187 Lab:294203 BILIRUBIN TOTAL - LMC:-0.151 Newborn Diagnosis:9ccs222:Perint jaund:0.115 Diagnosis:9ccs155:Other GI dx:0.090 Diagnosis:9ccs257:Ot aftercare:0.087 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.077 Diagnosis:9ccs154:Gastroent:0.075 Diagnosis:9ccs242:Poisn ot med:0.069 Diagnosis:9ccs250:Nausea/vomit:0.069 Diagnosis:9ccs198:Ot infl skin | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 195 | OR_unadj: 0.769 [0.490 1.205] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs198:Ot infl skin:1.000 Diagnosis:9ccs253:Allergy:0.131 Diagnosis:9ccs200:Oth skin dx:0.104 Diagnosis:9ccs94:Other ear dx:0.084 Diagnosis:9ccs133:Oth low resp:0.084 Number of Visits:0.083 Diagnosis:9ccs211:Ot conn tiss:0.081 Diagnosis:9ccs61:Sickle cell:0.075 Diagnosis:9ccs257:Ot aftercare:0.075 Diagnosis:9ccs259:Unclassified:0.074 Newborn Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 74 | OR_unadj: 1.095 [0.581 2.061] | indivs AUC:0.506 Correlated most with: Newborn Diagnosis:9ccs259:Unclassified:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.304 MatDeliveryAge:0.105 Newborn Diagnosis:9ccs222:Perint jaund:0.093 Newborn Diagnosis:9ccs219:Low birth wt:0.080 Diagnosis:9ccs147:Anal/rectal:0.069 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.066 Diagnosis:9ccs125:Bronchitis:0.054 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.051 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.051 Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 136 | OR_unadj: 0.734 [0.428 1.260] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs94:Other ear dx:1.000 Number of Visits:0.213 Diagnosis:9ccs113:Late eff CVD:0.141 Diagnosis:9ccs126:Ot up rsp in:0.123 Diagnosis:9ccs74:Ot mentl cnd:0.111 Diagnosis:9ccs155:Other GI dx:0.100 Diagnosis:9ccs257:Ot aftercare:0.099 Diagnosis:9ccs135:Intest infct:0.095 Diagnosis:9ccs239:Superfic inj:0.090 Diagnosis:9ccs128:Asthma:0.086 Diagnosis:9ccs122:Pneumonia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 123 | OR_unadj: 1.174 [0.719 1.916] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs122:Pneumonia:1.000 Number of Visits:0.235 Diagnosis:9ccs128:Asthma:0.211 Diagnosis:9ccs125:Bronchitis:0.164 Diagnosis:9ccs133:Oth low resp:0.161 Diagnosis:9ccs127:COPD:0.147 Diagnosis:9ccs92:Otitis media:0.145 Diagnosis:9ccs126:Ot up rsp in:0.115 Diagnosis:9ccs59:Anemia:0.103 Diagnosis:9ccs90:Eye infectn:0.091 Newborn Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 52 | OR_unadj: 1.025 [0.477 2.203] | indivs AUC:0.481 Correlated most with: Newborn Diagnosis:9ccs217:Ot cong anom:1.000 Diagnosis:9ccs211:Ot conn tiss:0.107 Diagnosis:9ccs217:Ot cong anom:0.090 Diagnosis:9ccs147:Anal/rectal:0.089 Newborn Diagnosis:9ccs253:Allergy:0.076 Diagnosis:9ccs208:Acq foot def:0.071 Diagnosis:9ccs205:Back problem:0.067 Newborn Diagnosis:9ccs222:Perint jaund:0.067 Diagnosis:9ccs127:COPD:0.060 Newborn Diagnosis:9ccs96:Hrt valve dx:0.059 Newborn Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 10 | OR_unadj: 1.411 [0.298 6.685] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs253:Allergy:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.240 Newborn Diagnosis:9ccs221:Resp distres:0.220 Newborn Diagnosis:9ccs222:Perint jaund:0.154 Diagnosis:9ccs215:gu cong anom:0.152 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.122 Newborn Diagnosis:9ccs94:Other ear dx:-0.115 Newborn Diagnosis:9ccs256:Exam/eval:0.108 Diagnosis:9ccs64:Ot hematl dx:0.107 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.090 Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 130 | OR_unadj: 0.777 [0.452 1.334] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs136:Teeth dx:1.000 Number of Visits:0.169 Diagnosis:9ccs258:Other screen:0.143 Diagnosis:9ccs7:Viral infect:0.130 Diagnosis:9ccs10:Immuniz/scrn:0.102 Diagnosis:9ccs140:Gastritis:0.096 Diagnosis:9ccs133:Oth low resp:0.088 Diagnosis:9ccs197:Skin infectn:0.088 Diagnosis:9ccs126:Ot up rsp in:0.082 Diagnosis:9ccs214:GI cong anom:0.081 Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 129 | OR_unadj: 0.612 [0.339 1.102] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs256:Exam/eval:1.000 Number of Visits:0.179 Diagnosis:9ccs133:Oth low resp:0.146 Diagnosis:9ccs200:Oth skin dx:0.140 Diagnosis:9ccs239:Superfic inj:0.120 Diagnosis:9ccs155:Other GI dx:0.112 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.099 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.099 Diagnosis:9ccs7:Viral infect:0.092 Diagnosis:9ccs58:Ot nutrit dx:0.090 Vital: RR-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 140 | OR_unadj: 0.974 [0.474 2.002] | indivs AUC:0.496 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:-0.086 Diagnosis:9ccs224:Ot perint dx:0.079 Diagnosis:9ccs175:Ot femal gen:-0.064 Diagnosis:9ccs143:Abdom hernia:-0.049 Diagnosis:9ccs126:Ot up rsp in:-0.044 Diagnosis:9ccs10:Immuniz/scrn:0.041 Diagnosis:9ccs74:Ot mentl cnd:-0.040 Diagnosis:9ccs219:Low birth wt:0.038 Newborn Diagnosis:9ccs222:Perint jaund:-0.037 Diagnosis:9ccs215:gu cong anom:-0.036 Diagnosis:9ccs151:Oth liver dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 168 | OR_unadj: 0.696 [0.423 1.144] | indivs AUC:0.532 Correlated most with: Diagnosis:9ccs151:Oth liver dx:1.000 Diagnosis:9ccs222:Perint jaund:0.187 Lab:294203 BILIRUBIN TOTAL - LMC:-0.128 Diagnosis:9ccs10:Immuniz/scrn:0.099 Number of Visits:0.095 Diagnosis:9ccs224:Ot perint dx:0.092 Diagnosis:9ccs257:Ot aftercare:0.087 Diagnosis:9ccs126:Ot up rsp in:0.079 Diagnosis:9ccs140:Gastritis:0.079 Diagnosis:9ccs155:Other GI dx:0.076 Diagnosis:9ccs250:Nausea/vomit | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 1.460 [0.855 2.494] | indivs AUC:0.543 Correlated most with: Diagnosis:9ccs250:Nausea/vomit:1.000 Number of Visits:0.168 Diagnosis:9ccs155:Other GI dx:0.124 Diagnosis:9ccs141:Ot dx stomch:0.120 Diagnosis:9ccs200:Oth skin dx:0.100 Diagnosis:9ccs135:Intest infct:0.090 Diagnosis:9ccs138:Esophgeal dx:0.090 Diagnosis:9ccs90:Eye infectn:0.087 Diagnosis:9ccs154:Gastroent:0.084 Diagnosis:9ccs10:Immuniz/scrn:0.079 Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 1.277 [0.612 2.665] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs143:Abdom hernia:1.000 Diagnosis:9ccs95:Oth nerv dx:0.131 Newborn Diagnosis:9ccs219:Low birth wt:0.104 Diagnosis:9ccs219:Low birth wt:0.093 Diagnosis:9ccs215:gu cong anom:0.092 Diagnosis:9ccs63:Wht blood dx:0.091 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.088 Diagnosis:9ccs257:Ot aftercare:0.071 Newborn Diagnosis:9ccs96:Hrt valve dx:0.062 Diagnosis:9ccs140:Gastritis:0.062 Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 189 | OR_unadj: 0.638 [0.393 1.036] | indivs AUC:0.466 Correlated most with: Diagnosis:9ccs133:Oth low resp:1.000 Number of Visits:0.337 Diagnosis:9ccs128:Asthma:0.220 Diagnosis:9ccs7:Viral infect:0.182 Diagnosis:9ccs126:Ot up rsp in:0.167 Diagnosis:9ccs127:COPD:0.166 Diagnosis:9ccs122:Pneumonia:0.161 Diagnosis:9ccs125:Bronchitis:0.156 Diagnosis:9ccs257:Ot aftercare:0.147 Diagnosis:9ccs256:Exam/eval:0.146 Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 56 | OR_unadj: 0.668 [0.283 1.575] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:1.000 Diagnosis:9ccs89:Blindness:0.117 Diagnosis:9ccs238:Complic proc:0.112 Diagnosis:9ccs250:Nausea/vomit:0.090 Diagnosis:9ccs247:Lymph enlarg:0.087 Diagnosis:9ccs155:Other GI dx:0.085 Number of Visits:0.084 Diagnosis:9ccs83:Epilepsy/cnv:0.081 Diagnosis:9ccs91:Other eye dx:0.077 Diagnosis:9ccs141:Ot dx stomch:0.072 Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 140 | OR_unadj: 0.818 [0.490 1.368] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs91:Other eye dx:1.000 Diagnosis:9ccs89:Blindness:0.284 Diagnosis:9ccs217:Ot cong anom:0.181 Number of Visits:0.151 Diagnosis:9ccs155:Other GI dx:0.113 Diagnosis:9ccs90:Eye infectn:0.101 Diagnosis:9ccs10:Immuniz/scrn:0.086 Diagnosis:9ccs253:Allergy:0.080 Diagnosis:9ccs239:Superfic inj:0.079 Diagnosis:9ccs200:Oth skin dx:0.077 Lab:292495 LEAD LEVEL - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.502 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:1.000 Diagnosis:9ccs243:Poisn nonmed:-0.414 Diagnosis:9ccs204:Ot joint dx:0.103 Diagnosis:9ccs124:Tonsillitis:-0.097 Diagnosis:9ccs213:Cardiac anom:-0.074 Number of Visits:-0.074 Diagnosis:9ccs76:Meningitis:-0.072 Diagnosis:9ccs247:Lymph enlarg:0.069 Diagnosis:9ccs92:Otitis media:-0.066 Diagnosis:9ccs200:Oth skin dx:-0.059 Diagnosis:9ccs137:Mouth dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 0.988 [0.498 1.960] | indivs AUC:0.532 Correlated most with: Diagnosis:9ccs137:Mouth dx:1.000 Number of Visits:0.135 Diagnosis:9ccs7:Viral infect:0.127 Diagnosis:9ccs92:Otitis media:0.103 Diagnosis:9ccs197:Skin infectn:0.083 Diagnosis:9ccs136:Teeth dx:0.078 Diagnosis:9ccs126:Ot up rsp in:0.077 Newborn Diagnosis:9ccs223:Birth trauma:0.065 Diagnosis:9ccs151:Oth liver dx:0.065 Diagnosis:9ccs51:Ot endo dsor:0.055 Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.803 [0.181 3.555] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs215:gu cong anom:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.245 Newborn Diagnosis:9ccs253:Allergy:0.152 Diagnosis:9ccs163:Other GU dx:0.137 Diagnosis:9ccs2:Septicemia:0.097 Diagnosis:9ccs143:Abdom hernia:0.092 Diagnosis:9ccs175:Ot femal gen:0.089 Diagnosis:9ccs219:Low birth wt:0.087 Diagnosis:9ccs168:PID:0.082 Newborn Diagnosis:9ccs221:Resp distres:0.082 Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 115 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.512 Correlated most with: Lab:294203 BILIRUBIN TOTAL - LMC:1.000 Lab:295669 BILIRUBIN DIRECT - LMC:0.191 Diagnosis:9ccs222:Perint jaund:-0.151 Diagnosis:9ccs151:Oth liver dx:-0.128 Diagnosis:9ccs58:Ot nutrit dx:0.092 Diagnosis:9ccs234:Crush injury:-0.080 Diagnosis:9ccs89:Blindness:-0.064 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.056 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.056 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.054 Diagnosis:9ccs244:Other injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.363 [0.696 2.667] | indivs AUC:0.512 Correlated most with: Diagnosis:9ccs244:Other injury:1.000 Number of Visits:0.151 Diagnosis:9ccs163:Other GU dx:0.101 Diagnosis:9ccs2603:E Codes: Fall:0.092 Diagnosis:9ccs135:Intest infct:0.091 Diagnosis:9ccs155:Other GI dx:0.089 Diagnosis:9ccs126:Ot up rsp in:0.085 Diagnosis:9ccs125:Bronchitis:0.083 Diagnosis:10ccs58:Ot nutrit dx:0.073 Diagnosis:9ccs89:Blindness:0.069 Vital: HC Percentile-avg0to1 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs204:Ot joint dx:-0.137 Diagnosis:9ccs242:Poisn ot med:-0.137 Diagnosis:9ccs251:Abdomnl pain:-0.100 Diagnosis:9ccs167:Breast dx:-0.097 Newborn Diagnosis:9ccs213:Cardiac anom:0.085 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.077 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.077 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.077 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.077 Diagnosis:9ccs3:Oth bact inf:0.074 Lab:297262 HEMOGLOBIN (HEMOCUE) | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: nan [ nan nan] | indivs AUC:0.501 Correlated most with: Lab:297262 HEMOGLOBIN (HEMOCUE):1.000 Diagnosis:9ccs59:Anemia:-0.165 Diagnosis:9ccs76:Meningitis:-0.120 Diagnosis:9ccs224:Ot perint dx:-0.084 Newborn Diagnosis:9ccs219:Low birth wt:-0.081 Diagnosis:9ccs238:Complic proc:-0.066 Diagnosis:9ccs62:Coag/hemr dx:-0.066 Diagnosis:9ccs96:Hrt valve dx:-0.065 Lab:323825 STREP SCREEN THROAT - Sunrise:0.055 Diagnosis:9ccs95:Oth nerv dx:-0.054 Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 113 | OR_unadj: 0.653 [0.353 1.206] | indivs AUC:0.516 Correlated most with: Diagnosis:9ccs259:Unclassified:1.000 Diagnosis:9ccs61:Sickle cell:0.111 Number of Visits:0.108 Diagnosis:9ccs96:Hrt valve dx:0.096 Diagnosis:9ccs242:Poisn ot med:0.093 Diagnosis:9ccs134:Ot uppr resp:0.077 Diagnosis:9ccs55:Fluid/elc dx:0.076 Diagnosis:9ccs250:Nausea/vomit:0.075 Diagnosis:9ccs198:Ot infl skin:0.074 Diagnosis:9ccs209:Ot acq defor:0.072 Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.773 [0.270 2.219] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs89:Blindness:1.000 Diagnosis:9ccs91:Other eye dx:0.284 Diagnosis:9ccs217:Ot cong anom:0.259 Diagnosis:9ccs62:Coag/hemr dx:0.150 Diagnosis:9ccs138:Esophgeal dx:0.117 Number of Visits:0.101 Diagnosis:9ccs212:Ot bone dx:0.090 Diagnosis:9ccs205:Back problem:0.090 Diagnosis:9ccs55:Fluid/elc dx:0.078 Diagnosis:9ccs200:Oth skin dx:0.077 Vital: BP-latest | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:0.196 Diagnosis:9ccs214:GI cong anom:0.093 Diagnosis:9ccs4:Mycoses:0.087 Diagnosis:9ccs222:Perint jaund:0.068 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.068 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.067 Diagnosis:9ccs200:Oth skin dx:0.054 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.051 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.051 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.051 Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 0.917 [0.429 1.960] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs224:Ot perint dx:1.000 Diagnosis:9ccs168:PID:0.178 Diagnosis:9ccs205:Back problem:0.140 Diagnosis:9ccs219:Low birth wt:0.110 Diagnosis:9ccs163:Other GU dx:0.101 Diagnosis:9ccs151:Oth liver dx:0.092 Diagnosis:9ccs76:Meningitis:0.091 Diagnosis:9ccs204:Ot joint dx:0.090 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.084 Diagnosis:9ccs83:Epilepsy/cnv:0.080 Diagnosis:9ccs128:Asthma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 105 | OR_unadj: 1.094 [0.640 1.873] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs128:Asthma:1.000 Number of Visits:0.250 Diagnosis:9ccs125:Bronchitis:0.241 Diagnosis:9ccs133:Oth low resp:0.220 Diagnosis:9ccs122:Pneumonia:0.211 Diagnosis:9ccs257:Ot aftercare:0.152 Diagnosis:9ccs92:Otitis media:0.150 Diagnosis:9ccs126:Ot up rsp in:0.130 Diagnosis:9ccs7:Viral infect:0.112 Diagnosis:9ccs127:COPD:0.109 Diagnosis:9ccs247:Lymph enlarg | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 1.416 [0.527 3.808] | indivs AUC:0.515 Correlated most with: Diagnosis:9ccs247:Lymph enlarg:1.000 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.206 Diagnosis:9ccs138:Esophgeal dx:0.087 Newborn Diagnosis:9ccs223:Birth trauma:0.080 Diagnosis:9ccs223:Birth trauma:0.077 Diagnosis:9ccs48:Thyroid dsor:0.075 Lab:292495 LEAD LEVEL - Sunrise:0.069 Diagnosis:9ccs242:Poisn ot med:0.068 Number of Visits:0.068 Diagnosis:9ccs234:Crush injury:0.066 Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 90 | OR_unadj: 1.134 [0.641 2.008] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs159:UTI:1.000 Diagnosis:9ccs161:Ot dx kidney:0.240 Number of Visits:0.205 Diagnosis:9ccs257:Ot aftercare:0.118 Diagnosis:9ccs74:Ot mentl cnd:0.115 Diagnosis:9ccs125:Bronchitis:0.113 Diagnosis:9ccs92:Otitis media:0.106 Diagnosis:9ccs163:Other GU dx:0.106 Diagnosis:9ccs63:Wht blood dx:0.099 Diagnosis:9ccs59:Anemia:0.096 * Diagnosis:9ccs234:Crush injury | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 2.704 [1.154 6.333] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs234:Crush injury:1.000 Lab:295669 BILIRUBIN DIRECT - LMC:-0.085 Diagnosis:9ccs238:Complic proc:0.084 Lab:294203 BILIRUBIN TOTAL - LMC:-0.080 Diagnosis:9ccs242:Poisn ot med:0.068 Diagnosis:9ccs127:COPD:0.067 Diagnosis:9ccs247:Lymph enlarg:0.066 Newborn Diagnosis:9ccs221:Resp distres:0.063 Diagnosis:9ccs64:Ot hematl dx:0.063 Diagnosis:9ccs122:Pneumonia:0.060 Vital: BP-avg19to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs2:Septicemia:-0.124 Diagnosis:9ccs159:UTI:0.085 Diagnosis:9ccs58:Ot nutrit dx:0.083 Diagnosis:9ccs224:Ot perint dx:-0.082 Diagnosis:9ccs83:Epilepsy/cnv:-0.074 Diagnosis:9ccs208:Acq foot def:0.068 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.068 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.068 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.058 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.058 Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 84 | OR_unadj: 0.664 [0.328 1.344] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs0:No DX:1.000 Diagnosis:9ccs10:Immuniz/scrn:0.104 Diagnosis:9ccs159:UTI:0.067 Diagnosis:9ccs123:Influenza:0.066 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.062 Diagnosis:9ccs250:Nausea/vomit:-0.054 Diagnosis:9ccs243:Poisn nonmed:0.053 Diagnosis:9ccs212:Ot bone dx:0.046 Newborn Diagnosis:9ccs224:Ot perint dx:-0.044 Diagnosis:9ccs59:Anemia:0.043 Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.994 [0.289 3.416] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs223:Birth trauma:1.000 Newborn Diagnosis:9ccs223:Birth trauma:0.196 Lab:295669 BILIRUBIN DIRECT - LMC:0.079 Diagnosis:9ccs247:Lymph enlarg:0.077 Newborn Diagnosis:9ccs215:gu cong anom:0.067 Diagnosis:9ccs257:Ot aftercare:0.060 Diagnosis:9ccs259:Unclassified:0.058 Diagnosis:9ccs212:Ot bone dx:0.056 Diagnosis:9ccs51:Ot endo dsor:0.056 Diagnosis:9ccs151:Oth liver dx:0.055 Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 0.732 [0.218 2.455] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs219:Low birth wt:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.413 Newborn Diagnosis:9ccs256:Exam/eval:0.187 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.123 Newborn Diagnosis:9ccs222:Perint jaund:0.119 Diagnosis:9ccs224:Ot perint dx:0.110 Diagnosis:9ccs140:Gastritis:0.095 Diagnosis:9ccs143:Abdom hernia:0.093 Diagnosis:9ccs55:Fluid/elc dx:0.091 Number of Visits:0.089 * Vital: HC Percentile-gain13to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 11.346 [1.025 125.601] | indivs AUC:0.507 Correlated most with: Newborn Diagnosis:9ccs95:Oth nerv dx:-0.139 Diagnosis:9ccs216:Nerv cong an:-0.110 Diagnosis:9ccs163:Other GU dx:-0.082 Diagnosis:9ccs153:GI hemorrhag:-0.077 Newborn Diagnosis:9ccs223:Birth trauma:-0.073 Diagnosis:9ccs138:Esophgeal dx:0.073 Diagnosis:9ccs154:Gastroent:-0.065 Diagnosis:9ccs219:Low birth wt:-0.056 Diagnosis:9ccs256:Exam/eval:0.051 Newborn Diagnosis:9ccs224:Ot perint dx:-0.049 Newborn Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs200:Oth skin dx:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.122 Diagnosis:9ccs95:Oth nerv dx:0.108 Newborn Diagnosis:9ccs219:Low birth wt:0.100 Newborn Diagnosis:9ccs213:Cardiac anom:0.089 Diagnosis:9ccs255:Social admin:-0.071 Newborn Diagnosis:9ccs224:Ot perint dx:0.060 Newborn Diagnosis:9ccs256:Exam/eval:0.060 Diagnosis:9ccs92:Otitis media:-0.056 Diagnosis:9ccs74:Ot mentl cnd:0.046 Diagnosis:9ccs140:Gastritis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs140:Gastritis:1.000 Diagnosis:9ccs136:Teeth dx:0.096 Diagnosis:9ccs219:Low birth wt:0.095 Newborn Diagnosis:9ccs221:Resp distres:0.089 Lab:295669 BILIRUBIN DIRECT - LMC:-0.082 Diagnosis:9ccs7:Viral infect:0.080 Diagnosis:9ccs151:Oth liver dx:0.079 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.067 Diagnosis:9ccs91:Other eye dx:0.067 Diagnosis:9ccs217:Ot cong anom:0.064 Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 0.697 [0.295 1.646] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs96:Hrt valve dx:0.525 Newborn Diagnosis:9ccs213:Cardiac anom:0.330 Diagnosis:9ccs117:Ot circul dx:0.310 Newborn Diagnosis:9ccs96:Hrt valve dx:0.280 Lab:292495 LEAD LEVEL - Sunrise:-0.074 Diagnosis:9ccs205:Back problem:0.065 Diagnosis:9ccs217:Ot cong anom:0.063 Number of Visits:0.061 Diagnosis:9ccs55:Fluid/elc dx:0.055 Diagnosis:9ccs124:Tonsillitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.832 [0.289 2.398] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs124:Tonsillitis:1.000 Lab:292495 LEAD LEVEL - Sunrise:-0.097 Diagnosis:9ccs127:COPD:0.097 Diagnosis:9ccs92:Otitis media:0.094 Number of Visits:0.082 Diagnosis:9ccs135:Intest infct:0.071 Diagnosis:9ccs48:Thyroid dsor:0.066 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.060 Diagnosis:9ccs128:Asthma:0.056 Lab:295669 BILIRUBIN DIRECT - LMC:-0.054 Diagnosis:9ccs127:COPD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: 0.936 [0.487 1.798] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs127:COPD:1.000 Number of Visits:0.203 Diagnosis:9ccs133:Oth low resp:0.166 Diagnosis:9ccs122:Pneumonia:0.147 Diagnosis:9ccs240:Burns:0.117 Diagnosis:9ccs125:Bronchitis:0.115 Diagnosis:9ccs128:Asthma:0.109 Diagnosis:9ccs126:Ot up rsp in:0.108 Diagnosis:9ccs124:Tonsillitis:0.097 Diagnosis:9ccs159:UTI:0.087 Vital: HC Percentile-gain10to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.516 Correlated most with: Diagnosis:9ccs204:Ot joint dx:0.133 Diagnosis:9ccs242:Poisn ot med:0.133 Diagnosis:9ccs251:Abdomnl pain:0.098 Diagnosis:9ccs167:Breast dx:0.094 Diagnosis:9ccs238:Complic proc:-0.090 Diagnosis:9ccs153:GI hemorrhag:0.086 Newborn Diagnosis:9ccs223:Birth trauma:0.081 Diagnosis:9ccs154:Gastroent:0.072 Diagnosis:9ccs219:Low birth wt:0.065 Diagnosis:9ccs143:Abdom hernia:-0.063 Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs47:Ot bnign neo:1.000 Diagnosis:9ccs217:Ot cong anom:0.154 Diagnosis:9ccs123:Influenza:0.115 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.104 Newborn Diagnosis:9ccs223:Birth trauma:0.099 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.097 Diagnosis:9ccs10:Immuniz/scrn:0.068 Diagnosis:9ccs134:Ot uppr resp:0.065 Newborn Diagnosis:9ccs219:Low birth wt:0.064 Diagnosis:9ccs91:Other eye dx:0.058 Diagnosis:9ccs2603:E Codes: Fall | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 1.006 [0.385 2.630] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs2603:E Codes: Fall:1.000 Diagnosis:10ccs58:Ot nutrit dx:0.756 Newborn Diagnosis:9ccs95:Oth nerv dx:0.150 Diagnosis:9ccs244:Other injury:0.092 Diagnosis:9ccs155:Other GI dx:0.090 Number of Visits:0.073 Newborn Diagnosis:9ccs0:No DX:0.071 Diagnosis:9ccs7:Viral infect:0.061 Diagnosis:9ccs200:Oth skin dx:0.058 Diagnosis:9ccs175:Ot femal gen:0.058 Vital: HC Percentile-avg13to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs163:Other GU dx:-0.238 Diagnosis:9ccs219:Low birth wt:-0.163 Diagnosis:9ccs204:Ot joint dx:0.117 Diagnosis:9ccs242:Poisn ot med:0.117 Diagnosis:9ccs224:Ot perint dx:-0.111 Diagnosis:9ccs113:Late eff CVD:-0.092 Diagnosis:9ccs159:UTI:-0.089 Diagnosis:9ccs251:Abdomnl pain:0.086 Newborn Diagnosis:9ccs219:Low birth wt:-0.084 Diagnosis:9ccs167:Breast dx:0.083 Vital: HC Percentile-gain5to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.514 Correlated most with: Diagnosis:9ccs3:Oth bact inf:0.124 Diagnosis:9ccs163:Other GU dx:0.114 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.101 Diagnosis:9ccs238:Complic proc:-0.084 Diagnosis:9ccs216:Nerv cong an:-0.080 Diagnosis:9ccs8:Oth infectns:0.071 Diagnosis:9ccs198:Ot infl skin:0.060 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.058 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.058 Diagnosis:9ccs138:Esophgeal dx:-0.056 Newborn Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs213:Cardiac anom:0.330 Diagnosis:9ccs96:Hrt valve dx:0.181 Newborn Diagnosis:9ccs200:Oth skin dx:0.089 Diagnosis:9ccs59:Anemia:0.084 Newborn Diagnosis:9ccs221:Resp distres:0.082 Newborn Diagnosis:9ccs253:Allergy:0.072 Diagnosis:9ccs212:Ot bone dx:0.065 Diagnosis:9ccs91:Other eye dx:0.059 Newborn Diagnosis:9ccs96:Hrt valve dx:0.059 Vital: HC Percentile-gain3to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.491 Correlated most with: Newborn Diagnosis:9ccs95:Oth nerv dx:0.127 Diagnosis:9ccs216:Nerv cong an:0.100 Diagnosis:9ccs163:Other GU dx:-0.088 Diagnosis:10ccs58:Ot nutrit dx:-0.077 Diagnosis:9ccs7:Viral infect:0.067 Diagnosis:9ccs258:Other screen:-0.060 Diagnosis:9ccs2603:E Codes: Fall:-0.059 Diagnosis:9ccs8:Oth infectns:-0.057 Diagnosis:9ccs90:Eye infectn:0.048 Diagnosis:9ccs124:Tonsillitis:0.047 Diagnosis:10ccs58:Ot nutrit dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.057 [0.306 3.653] | indivs AUC:0.500 Correlated most with: Diagnosis:10ccs58:Ot nutrit dx:1.000 Diagnosis:9ccs2603:E Codes: Fall:0.756 Diagnosis:9ccs155:Other GI dx:0.089 Diagnosis:9ccs175:Ot femal gen:0.081 Diagnosis:9ccs219:Low birth wt:0.078 Diagnosis:9ccs244:Other injury:0.073 Diagnosis:9ccs239:Superfic inj:0.065 Diagnosis:9ccs125:Bronchitis:0.061 MatDeliveryAge:-0.059 Number of Visits:0.057 Vital: HC Percentile-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:-0.292 Diagnosis:9ccs138:Esophgeal dx:-0.108 Diagnosis:9ccs250:Nausea/vomit:-0.100 Diagnosis:9ccs74:Ot mentl cnd:-0.082 Diagnosis:9ccs133:Oth low resp:-0.071 Newborn Diagnosis:9ccs222:Perint jaund:-0.068 Diagnosis:9ccs198:Ot infl skin:-0.066 Diagnosis:9ccs58:Ot nutrit dx:-0.063 Diagnosis:9ccs134:Ot uppr resp:-0.059 Diagnosis:10ccs58:Ot nutrit dx:0.045 Diagnosis:9ccs251:Abdomnl pain | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.467 [0.060 3.610] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:1.000 Diagnosis:9ccs62:Coag/hemr dx:0.120 Diagnosis:9ccs204:Ot joint dx:0.100 Diagnosis:9ccs242:Poisn ot med:0.100 Diagnosis:9ccs175:Ot femal gen:0.100 Diagnosis:9ccs168:PID:0.093 Diagnosis:9ccs155:Other GI dx:0.086 Diagnosis:9ccs163:Other GU dx:0.073 Diagnosis:9ccs91:Other eye dx:0.072 Diagnosis:9ccs167:Breast dx:0.067 Diagnosis:9ccs243:Poisn nonmed | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs243:Poisn nonmed:1.000 Lab:292495 LEAD LEVEL - Sunrise:-0.414 Diagnosis:9ccs242:Poisn ot med:0.115 Diagnosis:9ccs59:Anemia:0.091 Diagnosis:9ccs163:Other GU dx:0.085 Diagnosis:9ccs76:Meningitis:0.078 Diagnosis:9ccs55:Fluid/elc dx:0.075 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.060 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.060 Diagnosis:9ccs92:Otitis media:0.057 Vital: HC Percentile-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs238:Complic proc:-0.304 Diagnosis:9ccs3:Oth bact inf:0.144 Diagnosis:9ccs95:Oth nerv dx:-0.106 Diagnosis:9ccs143:Abdom hernia:-0.099 Diagnosis:9ccs204:Ot joint dx:-0.091 Diagnosis:9ccs242:Poisn ot med:-0.091 Newborn Diagnosis:9ccs0:No DX:0.090 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.082 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.082 Newborn Diagnosis:9ccs219:Low birth wt:-0.081 Vital: HC Percentile-gain16to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:0.447 Diagnosis:9ccs163:Other GU dx:0.167 Diagnosis:9ccs76:Meningitis:0.155 Diagnosis:9ccs204:Ot joint dx:-0.111 Diagnosis:9ccs242:Poisn ot med:-0.111 Diagnosis:9ccs94:Other ear dx:0.103 Diagnosis:9ccs251:Abdomnl pain:-0.082 Diagnosis:9ccs167:Breast dx:-0.079 Diagnosis:9ccs159:UTI:0.063 Diagnosis:9ccs128:Asthma:0.058 Newborn Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs0:No DX:1.000 Newborn Diagnosis:9ccs94:Other ear dx:-0.294 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.234 Diagnosis:9ccs214:GI cong anom:0.125 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.092 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.091 Diagnosis:9ccs209:Ot acq defor:0.075 Diagnosis:9ccs2603:E Codes: Fall:0.071 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.055 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.055 Diagnosis:9ccs2:Septicemia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2:Septicemia:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.132 Diagnosis:9ccs240:Burns:0.113 Diagnosis:9ccs215:gu cong anom:0.097 Diagnosis:9ccs83:Epilepsy/cnv:0.094 Diagnosis:9ccs197:Skin infectn:0.079 Diagnosis:9ccs89:Blindness:0.064 Diagnosis:9ccs122:Pneumonia:0.060 Diagnosis:9ccs256:Exam/eval:0.058 Diagnosis:9ccs4:Mycoses:0.044 Vital: HC Percentile-avg5to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs239:Superfic inj:-0.080 Newborn Diagnosis:9ccs95:Oth nerv dx:0.068 Diagnosis:9ccs10:Immuniz/scrn:0.060 Diagnosis:9ccs216:Nerv cong an:0.054 Diagnosis:9ccs204:Ot joint dx:0.050 Diagnosis:9ccs242:Poisn ot med:0.050 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.049 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.049 Newborn Diagnosis:9ccs224:Ot perint dx:-0.040 Diagnosis:9ccs251:Abdomnl pain:0.036 Vital: HC Percentile-gain1to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs0:No DX:-0.088 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.085 Diagnosis:10ccs58:Ot nutrit dx:0.079 Diagnosis:9ccs134:Ot uppr resp:0.074 Diagnosis:9ccs216:Nerv cong an:-0.067 Diagnosis:9ccs3:Oth bact inf:-0.067 Diagnosis:9ccs257:Ot aftercare:-0.065 Diagnosis:9ccs214:GI cong anom:-0.057 Diagnosis:9ccs7:Viral infect:-0.051 Diagnosis:9ccs250:Nausea/vomit:-0.047 Vital: HC Percentile-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.502 Correlated most with: Newborn Diagnosis:9ccs0:No DX:0.119 Newborn Diagnosis:9ccs95:Oth nerv dx:0.116 Diagnosis:9ccs238:Complic proc:0.102 Diagnosis:9ccs216:Nerv cong an:0.092 Diagnosis:9ccs250:Nausea/vomit:0.085 Diagnosis:9ccs214:GI cong anom:0.077 Diagnosis:9ccs138:Esophgeal dx:0.076 Diagnosis:9ccs163:Other GU dx:0.074 Diagnosis:9ccs155:Other GI dx:0.058 Diagnosis:9ccs59:Anemia:0.056 Diagnosis:9ccs76:Meningitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.938 [0.209 4.218] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs76:Meningitis:1.000 Lab:323825 STREP SCREEN THROAT - Sunrise:0.208 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.120 Diagnosis:9ccs224:Ot perint dx:0.091 Number of Visits:0.087 Diagnosis:9ccs243:Poisn nonmed:0.078 Lab:292495 LEAD LEVEL - Sunrise:-0.072 Lab:295669 BILIRUBIN DIRECT - LMC:-0.072 Diagnosis:9ccs59:Anemia:0.070 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.064 Diagnosis:9ccs51:Ot endo dsor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs51:Ot endo dsor:1.000 Diagnosis:9ccs48:Thyroid dsor:0.113 Diagnosis:9ccs217:Ot cong anom:0.099 Diagnosis:9ccs209:Ot acq defor:0.095 Diagnosis:9ccs208:Acq foot def:0.081 Diagnosis:9ccs212:Ot bone dx:0.077 Diagnosis:9ccs167:Breast dx:0.070 Diagnosis:9ccs128:Asthma:0.066 Diagnosis:9ccs83:Epilepsy/cnv:0.062 Diagnosis:9ccs253:Allergy:0.057 Diagnosis:9ccs147:Anal/rectal | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs147:Anal/rectal:1.000 Diagnosis:9ccs153:GI hemorrhag:0.113 Diagnosis:9ccs211:Ot conn tiss:0.102 Diagnosis:9ccs155:Other GI dx:0.094 Newborn Diagnosis:9ccs217:Ot cong anom:0.089 Diagnosis:9ccs219:Low birth wt:0.087 Newborn Diagnosis:9ccs221:Resp distres:0.082 Diagnosis:9ccs168:PID:0.082 Newborn Diagnosis:9ccs219:Low birth wt:0.078 Newborn Diagnosis:9ccs222:Perint jaund:0.069 Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs216:Nerv cong an:1.000 Newborn Diagnosis:9ccs95:Oth nerv dx:0.155 Diagnosis:9ccs208:Acq foot def:0.102 Diagnosis:9ccs217:Ot cong anom:0.101 Diagnosis:9ccs95:Oth nerv dx:0.100 Newborn Diagnosis:9ccs96:Hrt valve dx:0.089 Diagnosis:9ccs83:Epilepsy/cnv:0.079 Diagnosis:9ccs155:Other GI dx:0.076 Diagnosis:9ccs211:Ot conn tiss:0.072 Diagnosis:9ccs127:COPD:0.068 Diagnosis:9ccs212:Ot bone dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.128 [0.246 5.176] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs212:Ot bone dx:1.000 Diagnosis:9ccs62:Coag/hemr dx:0.125 Diagnosis:9ccs209:Ot acq defor:0.095 Diagnosis:9ccs89:Blindness:0.090 Diagnosis:9ccs51:Ot endo dsor:0.077 Newborn Diagnosis:9ccs96:Hrt valve dx:0.070 Newborn Diagnosis:9ccs222:Perint jaund:0.066 Newborn Diagnosis:9ccs213:Cardiac anom:0.065 Newborn Diagnosis:9ccs223:Birth trauma:0.058 Diagnosis:9ccs223:Birth trauma:0.056 Diagnosis:9ccs123:Influenza | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs123:Influenza:1.000 Number of Visits:0.125 Diagnosis:9ccs47:Ot bnign neo:0.115 Diagnosis:9ccs134:Ot uppr resp:0.093 Diagnosis:9ccs122:Pneumonia:0.071 Diagnosis:9ccs133:Oth low resp:0.067 Diagnosis:9ccs0:No DX:0.066 Diagnosis:9ccs126:Ot up rsp in:0.058 Diagnosis:9ccs128:Asthma:0.054 Diagnosis:9ccs138:Esophgeal dx:0.053 Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs3:Oth bact inf:1.000 Number of Visits:0.094 Diagnosis:9ccs159:UTI:0.085 Diagnosis:9ccs200:Oth skin dx:0.074 Diagnosis:9ccs257:Ot aftercare:0.073 Diagnosis:9ccs92:Otitis media:0.057 Diagnosis:9ccs154:Gastroent:0.056 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.052 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.052 Diagnosis:9ccs250:Nausea/vomit:0.051 Diagnosis:9ccs204:Ot joint dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs204:Ot joint dx:1.000 Diagnosis:9ccs242:Poisn ot med:0.283 Diagnosis:9ccs211:Ot conn tiss:0.163 Lab:292495 LEAD LEVEL - Sunrise:0.103 Diagnosis:9ccs251:Abdomnl pain:0.100 Diagnosis:9ccs167:Breast dx:0.096 Diagnosis:9ccs55:Fluid/elc dx:0.092 Diagnosis:9ccs224:Ot perint dx:0.090 Diagnosis:9ccs239:Superfic inj:0.076 Diagnosis:9ccs133:Oth low resp:0.065 Diagnosis:9ccs209:Ot acq defor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.191 [0.026 1.409] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs209:Ot acq defor:1.000 Diagnosis:9ccs63:Wht blood dx:0.121 Diagnosis:9ccs208:Acq foot def:0.101 Diagnosis:9ccs51:Ot endo dsor:0.095 Diagnosis:9ccs212:Ot bone dx:0.095 Newborn Diagnosis:9ccs0:No DX:0.075 Diagnosis:9ccs238:Complic proc:0.075 Diagnosis:9ccs259:Unclassified:0.072 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.064 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.064 Diagnosis:9ccs240:Burns | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs240:Burns:1.000 Diagnosis:9ccs127:COPD:0.117 Diagnosis:9ccs2:Septicemia:0.113 Diagnosis:9ccs175:Ot femal gen:0.104 Diagnosis:9ccs141:Ot dx stomch:0.085 Diagnosis:9ccs133:Oth low resp:0.082 Diagnosis:9ccs239:Superfic inj:0.072 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.067 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.067 Diagnosis:9ccs128:Asthma:0.066 Diagnosis:9ccs153:GI hemorrhag | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.749 [0.170 3.295] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs153:GI hemorrhag:1.000 Diagnosis:9ccs154:Gastroent:0.188 Diagnosis:9ccs147:Anal/rectal:0.113 Newborn Diagnosis:9ccs223:Birth trauma:0.102 Diagnosis:9ccs155:Other GI dx:0.101 Diagnosis:9ccs159:UTI:0.082 Number of Visits:0.078 Diagnosis:9ccs217:Ot cong anom:0.074 Diagnosis:9ccs257:Ot aftercare:0.068 Diagnosis:9ccs222:Perint jaund:0.064 Diagnosis:9ccs238:Complic proc | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs238:Complic proc:1.000 Diagnosis:9ccs138:Esophgeal dx:0.112 Diagnosis:9ccs83:Epilepsy/cnv:0.104 Diagnosis:9ccs74:Ot mentl cnd:0.100 Diagnosis:9ccs234:Crush injury:0.084 Newborn Diagnosis:9ccs219:Low birth wt:0.078 Newborn Diagnosis:9ccs256:Exam/eval:0.076 Diagnosis:9ccs209:Ot acq defor:0.075 Diagnosis:9ccs90:Eye infectn:0.072 Diagnosis:9ccs256:Exam/eval:0.066 Diagnosis:9ccs8:Oth infectns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.599 [0.181 1.985] | indivs AUC:0.518 Correlated most with: Diagnosis:9ccs8:Oth infectns:1.000 Diagnosis:9ccs253:Allergy:0.085 Number of Visits:0.079 Diagnosis:9ccs200:Oth skin dx:0.075 Newborn Diagnosis:9ccs223:Birth trauma:0.069 Diagnosis:9ccs257:Ot aftercare:0.068 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.060 Newborn Diagnosis:9ccs221:Resp distres:0.055 Diagnosis:9ccs126:Ot up rsp in:0.054 Diagnosis:9ccs117:Ot circul dx:0.051 Diagnosis:9ccs167:Breast dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.431 [0.056 3.310] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs167:Breast dx:1.000 Diagnosis:9ccs48:Thyroid dsor:0.104 Diagnosis:9ccs204:Ot joint dx:0.096 Diagnosis:9ccs242:Poisn ot med:0.096 Diagnosis:9ccs168:PID:0.089 Newborn Diagnosis:9ccs221:Resp distres:0.089 Diagnosis:9ccs51:Ot endo dsor:0.070 Diagnosis:9ccs251:Abdomnl pain:0.067 Diagnosis:9ccs140:Gastritis:0.064 Newborn Diagnosis:9ccs213:Cardiac anom:0.059 Diagnosis:9ccs154:Gastroent | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: nan [ nan nan] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs154:Gastroent:1.000 Diagnosis:9ccs153:GI hemorrhag:0.188 Diagnosis:9ccs155:Other GI dx:0.099 Diagnosis:9ccs62:Coag/hemr dx:0.086 Diagnosis:9ccs250:Nausea/vomit:0.084 Newborn Diagnosis:9ccs223:Birth trauma:0.082 Diagnosis:9ccs253:Allergy:0.081 Diagnosis:9ccs256:Exam/eval:0.079 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.075 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.075 Diagnosis:9ccs258:Other screen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.384 [0.091 1.618] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs258:Other screen:1.000 Diagnosis:9ccs136:Teeth dx:0.143 Diagnosis:9ccs239:Superfic inj:0.096 Diagnosis:9ccs214:GI cong anom:0.094 Diagnosis:9ccs133:Oth low resp:0.092 Diagnosis:9ccs155:Other GI dx:0.079 Number of Visits:0.076 Diagnosis:9ccs151:Oth liver dx:0.073 Diagnosis:9ccs211:Ot conn tiss:0.067 Diagnosis:9ccs10:Immuniz/scrn:0.062 Newborn Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.272 Newborn Diagnosis:9ccs253:Allergy:0.220 Newborn Diagnosis:9ccs256:Exam/eval:0.197 Newborn Diagnosis:9ccs222:Perint jaund:0.149 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.140 Diagnosis:9ccs63:Wht blood dx:0.121 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.117 Diagnosis:9ccs140:Gastritis:0.089 Diagnosis:9ccs167:Breast dx:0.089 Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.400 [0.052 3.055] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs55:Fluid/elc dx:1.000 Diagnosis:9ccs204:Ot joint dx:0.092 Diagnosis:9ccs242:Poisn ot med:0.092 Diagnosis:9ccs219:Low birth wt:0.091 Diagnosis:9ccs239:Superfic inj:0.081 Diagnosis:9ccs89:Blindness:0.078 Diagnosis:9ccs259:Unclassified:0.076 Diagnosis:9ccs243:Poisn nonmed:0.075 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.066 Diagnosis:9ccs95:Oth nerv dx:0.066 Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs117:Ot circul dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.310 Diagnosis:9ccs96:Hrt valve dx:0.230 Diagnosis:9ccs205:Back problem:0.091 Newborn Diagnosis:9ccs96:Hrt valve dx:0.083 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.057 Diagnosis:9ccs124:Tonsillitis:0.051 Diagnosis:9ccs8:Oth infectns:0.051 Diagnosis:9ccs258:Other screen:0.051 Diagnosis:9ccs200:Oth skin dx:-0.045 Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.623 [0.144 2.701] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs211:Ot conn tiss:1.000 Diagnosis:9ccs204:Ot joint dx:0.163 Diagnosis:9ccs208:Acq foot def:0.127 Newborn Diagnosis:9ccs96:Hrt valve dx:0.111 Newborn Diagnosis:9ccs217:Ot cong anom:0.107 Diagnosis:9ccs147:Anal/rectal:0.102 Diagnosis:9ccs74:Ot mentl cnd:0.083 Diagnosis:9ccs198:Ot infl skin:0.081 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.079 Diagnosis:9ccs216:Nerv cong an:0.072 Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.745 [0.564 5.394] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs161:Ot dx kidney:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.400 Diagnosis:9ccs159:UTI:0.240 Diagnosis:9ccs95:Oth nerv dx:0.098 Diagnosis:9ccs74:Ot mentl cnd:0.096 Diagnosis:9ccs175:Ot femal gen:0.086 Diagnosis:9ccs257:Ot aftercare:0.080 Diagnosis:9ccs168:PID:0.079 Diagnosis:9ccs63:Wht blood dx:0.079 Diagnosis:9ccs92:Otitis media:0.079 Diagnosis:9ccs64:Ot hematl dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs64:Ot hematl dx:1.000 Diagnosis:9ccs61:Sickle cell:0.232 Diagnosis:9ccs62:Coag/hemr dx:0.155 Newborn Diagnosis:9ccs253:Allergy:0.107 Diagnosis:9ccs59:Anemia:0.075 Diagnosis:9ccs154:Gastroent:0.065 Diagnosis:9ccs234:Crush injury:0.063 Diagnosis:9ccs2603:E Codes: Fall:0.053 Diagnosis:9ccs89:Blindness:0.053 Diagnosis:9ccs259:Unclassified:0.051 Vital: HC Percentile-avg7to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs238:Complic proc:-0.367 Diagnosis:9ccs204:Ot joint dx:0.161 Diagnosis:9ccs242:Poisn ot med:0.161 Diagnosis:9ccs95:Oth nerv dx:-0.128 Diagnosis:9ccs143:Abdom hernia:-0.119 Diagnosis:9ccs251:Abdomnl pain:0.118 Diagnosis:9ccs167:Breast dx:0.114 Newborn Diagnosis:9ccs94:Other ear dx:0.111 Diagnosis:9ccs138:Esophgeal dx:-0.111 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.089 Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:1.000 Diagnosis:9ccs64:Ot hematl dx:0.155 Diagnosis:9ccs134:Ot uppr resp:0.150 Diagnosis:9ccs89:Blindness:0.150 Diagnosis:9ccs212:Ot bone dx:0.125 Diagnosis:9ccs251:Abdomnl pain:0.120 Diagnosis:9ccs154:Gastroent:0.086 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.066 Number of Visits:0.063 Diagnosis:9ccs91:Other eye dx:0.063 Newborn Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.511 Correlated most with: Newborn Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.280 Diagnosis:9ccs96:Hrt valve dx:0.220 Newborn Diagnosis:9ccs224:Ot perint dx:0.129 Diagnosis:9ccs211:Ot conn tiss:0.111 Diagnosis:9ccs216:Nerv cong an:0.089 Newborn Diagnosis:9ccs221:Resp distres:0.089 Diagnosis:9ccs117:Ot circul dx:0.083 Diagnosis:9ccs205:Back problem:0.070 Diagnosis:9ccs212:Ot bone dx:0.070 Newborn Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs215:gu cong anom:1.000 Diagnosis:9ccs161:Ot dx kidney:0.400 Diagnosis:9ccs215:gu cong anom:0.245 Diagnosis:9ccs2:Septicemia:0.132 Newborn Diagnosis:9ccs200:Oth skin dx:0.122 Diagnosis:9ccs141:Ot dx stomch:0.100 Diagnosis:9ccs223:Birth trauma:0.067 Diagnosis:9ccs234:Crush injury:0.058 Number of Visits:0.055 Diagnosis:9ccs257:Ot aftercare:0.051 Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs163:Other GU dx:1.000 Diagnosis:9ccs168:PID:0.200 Diagnosis:9ccs215:gu cong anom:0.137 Diagnosis:9ccs159:UTI:0.106 Diagnosis:9ccs242:Poisn ot med:0.104 Diagnosis:9ccs175:Ot femal gen:0.104 Diagnosis:9ccs244:Other injury:0.101 Diagnosis:9ccs224:Ot perint dx:0.101 Number of Visits:0.089 Diagnosis:9ccs243:Poisn nonmed:0.085 Vital: HC Percentile-gain7to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs204:Ot joint dx:-0.148 Diagnosis:9ccs242:Poisn ot med:-0.148 Diagnosis:9ccs3:Oth bact inf:-0.121 Diagnosis:9ccs251:Abdomnl pain:-0.109 Newborn Diagnosis:9ccs95:Oth nerv dx:0.106 Diagnosis:9ccs167:Breast dx:-0.105 Diagnosis:9ccs238:Complic proc:0.096 Diagnosis:9ccs216:Nerv cong an:0.084 Diagnosis:9ccs8:Oth infectns:-0.069 Newborn Diagnosis:9ccs96:Hrt valve dx:0.067 Diagnosis:9ccs141:Ot dx stomch | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:1.000 Diagnosis:9ccs250:Nausea/vomit:0.120 Newborn Diagnosis:9ccs215:gu cong anom:0.100 Diagnosis:9ccs240:Burns:0.085 Diagnosis:9ccs215:gu cong anom:0.072 Diagnosis:9ccs138:Esophgeal dx:0.072 Diagnosis:9ccs224:Ot perint dx:0.071 Diagnosis:9ccs161:Ot dx kidney:0.070 Diagnosis:9ccs136:Teeth dx:0.065 Diagnosis:9ccs155:Other GI dx:0.059 Diagnosis:9ccs214:GI cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs214:GI cong anom:1.000 Newborn Diagnosis:9ccs0:No DX:0.125 Number of Visits:0.101 Diagnosis:9ccs239:Superfic inj:0.097 Diagnosis:9ccs258:Other screen:0.094 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.091 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.091 Diagnosis:9ccs133:Oth low resp:0.082 Diagnosis:9ccs136:Teeth dx:0.081 Diagnosis:9ccs4:Mycoses:0.063 Diagnosis:9ccs63:Wht blood dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs63:Wht blood dx:1.000 Diagnosis:9ccs209:Ot acq defor:0.121 Newborn Diagnosis:9ccs221:Resp distres:0.121 Diagnosis:9ccs168:PID:0.121 Diagnosis:9ccs159:UTI:0.099 Diagnosis:9ccs143:Abdom hernia:0.091 Diagnosis:9ccs161:Ot dx kidney:0.079 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.069 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.069 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.063 Diagnosis:9ccs168:PID | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs168:PID:1.000 Diagnosis:9ccs205:Back problem:0.200 Diagnosis:9ccs163:Other GU dx:0.200 Diagnosis:9ccs224:Ot perint dx:0.178 Diagnosis:9ccs63:Wht blood dx:0.121 Diagnosis:9ccs251:Abdomnl pain:0.093 Diagnosis:9ccs167:Breast dx:0.089 Diagnosis:9ccs215:gu cong anom:0.082 Diagnosis:9ccs147:Anal/rectal:0.082 Diagnosis:9ccs161:Ot dx kidney:0.079 Diagnosis:9ccs208:Acq foot def | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs208:Acq foot def:1.000 Diagnosis:9ccs95:Oth nerv dx:0.129 Diagnosis:9ccs211:Ot conn tiss:0.127 Diagnosis:9ccs216:Nerv cong an:0.102 Diagnosis:9ccs209:Ot acq defor:0.101 Diagnosis:9ccs51:Ot endo dsor:0.081 Newborn Diagnosis:9ccs217:Ot cong anom:0.071 Diagnosis:9ccs259:Unclassified:0.067 Diagnosis:9ccs198:Ot infl skin:0.063 Diagnosis:9ccs92:Otitis media:0.063 Diagnosis:9ccs61:Sickle cell | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs61:Sickle cell:1.000 Diagnosis:9ccs64:Ot hematl dx:0.232 Diagnosis:9ccs259:Unclassified:0.111 Newborn Diagnosis:9ccs256:Exam/eval:0.082 Diagnosis:9ccs198:Ot infl skin:0.075 Lab:295669 BILIRUBIN DIRECT - LMC:0.070 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.069 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.069 Diagnosis:9ccs239:Superfic inj:0.062 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.048 Diagnosis:9ccs205:Back problem | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs205:Back problem:1.000 Diagnosis:9ccs168:PID:0.200 Diagnosis:9ccs224:Ot perint dx:0.140 Number of Visits:0.101 Diagnosis:9ccs117:Ot circul dx:0.091 Diagnosis:9ccs89:Blindness:0.090 Newborn Diagnosis:9ccs253:Allergy:0.085 Diagnosis:9ccs257:Ot aftercare:0.083 Diagnosis:9ccs94:Other ear dx:0.079 Diagnosis:9ccs163:Other GU dx:0.077 Lab:306605 BILIRUBIN DIRECT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.507 Correlated most with: Lab:306605 BILIRUBIN DIRECT - Sunrise:1.000 Diagnosis:9ccs247:Lymph enlarg:0.206 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.105 Diagnosis:9ccs47:Ot bnign neo:-0.097 Diagnosis:9ccs138:Esophgeal dx:-0.070 Newborn Diagnosis:9ccs259:Unclassified:0.066 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.065 Diagnosis:9ccs0:No DX:0.062 Diagnosis:9ccs126:Ot up rsp in:0.054 Diagnosis:9ccs217:Ot cong anom:-0.050 Lab:323825 STREP SCREEN THROAT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:1.000 Diagnosis:9ccs76:Meningitis:0.208 Newborn Diagnosis:9ccs221:Resp distres:-0.117 Diagnosis:9ccs159:UTI:0.084 Diagnosis:9ccs211:Ot conn tiss:-0.079 Diagnosis:9ccs128:Asthma:0.078 Diagnosis:9ccs250:Nausea/vomit:-0.072 Diagnosis:9ccs59:Anemia:0.070 Diagnosis:9ccs94:Other ear dx:0.069 Diagnosis:9ccs239:Superfic inj:0.066 Diagnosis:9ccs242:Poisn ot med | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs242:Poisn ot med:1.000 Diagnosis:9ccs204:Ot joint dx:0.283 Diagnosis:9ccs243:Poisn nonmed:0.115 Diagnosis:9ccs163:Other GU dx:0.104 Diagnosis:9ccs251:Abdomnl pain:0.100 Diagnosis:9ccs167:Breast dx:0.096 Diagnosis:9ccs259:Unclassified:0.093 Diagnosis:9ccs55:Fluid/elc dx:0.092 Newborn Diagnosis:9ccs223:Birth trauma:0.081 Diagnosis:9ccs154:Gastroent:0.070 Lab:321981 BILIRUBIN TOTAL - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.507 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:1.000 Diagnosis:9ccs47:Ot bnign neo:-0.104 Diagnosis:9ccs222:Perint jaund:0.077 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.065 Diagnosis:9ccs217:Ot cong anom:-0.054 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.054 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.054 Diagnosis:9ccs239:Superfic inj:-0.053 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:-0.049 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:-0.049 Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:1.000 Diagnosis:9ccs83:Epilepsy/cnv:0.193 Diagnosis:9ccs51:Ot endo dsor:0.113 Diagnosis:9ccs167:Breast dx:0.104 Diagnosis:9ccs247:Lymph enlarg:0.075 Number of Visits:0.071 Diagnosis:9ccs7:Viral infect:0.070 Diagnosis:9ccs124:Tonsillitis:0.066 Diagnosis:9ccs59:Anemia:0.056 Newborn Diagnosis:9ccs217:Ot cong anom:0.047 Vital: BP-avg16to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs96:Hrt valve dx:-0.068 Diagnosis:9ccs59:Anemia:0.066 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.048 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.048 Diagnosis:9ccs197:Skin infectn:-0.047 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.044 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.044 Diagnosis:9ccs90:Eye infectn:0.042 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.040 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.040 Newborn Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.507 Correlated most with: Newborn Diagnosis:9ccs95:Oth nerv dx:1.000 Diagnosis:9ccs216:Nerv cong an:0.155 Diagnosis:9ccs2603:E Codes: Fall:0.150 Newborn Diagnosis:9ccs224:Ot perint dx:0.085 Diagnosis:9ccs10:Immuniz/scrn:-0.062 Diagnosis:9ccs95:Oth nerv dx:0.061 Diagnosis:9ccs138:Esophgeal dx:0.051 Diagnosis:9ccs257:Ot aftercare:-0.047 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.043 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.043 Vital: HC Percentile-avg10to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs238:Complic proc:-0.305 Diagnosis:9ccs95:Oth nerv dx:-0.106 Newborn Diagnosis:9ccs96:Hrt valve dx:0.096 Newborn Diagnosis:9ccs94:Other ear dx:0.093 Diagnosis:9ccs138:Esophgeal dx:-0.093 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.075 Newborn Diagnosis:9ccs219:Low birth wt:-0.070 Diagnosis:9ccs140:Gastritis:0.069 Newborn Diagnosis:9ccs256:Exam/eval:-0.069 Diagnosis:9ccs74:Ot mentl cnd:-0.059 Vital : 0.747750542376 MatDeliveryAge : 0.024544679049 Number of Visits : 0.0199606746742 Census : 0.155360998027 Diagnosis : 0.0385319757267 Newborn Diagnosis : 0.0130983728269 Lab : 0.000752757319489 Time to run analysis 0:16:49.752131 Total Time elapsed 16:34:52.224359 ----------------------------------------------------- girls min_5 no_wt_bmi gradientboost regression Running batch 1 of 7 with 16 nodes Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.731, R^2 test: -0.021 Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.794, R^2 test: -0.027 Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.860, R^2 test: -0.042 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.941, Explained Variance Score Train: 0.774 AUC Validation: 0.586, Explained Variance Score Validation: -0.012 AUC Test: 0.492, Explained Variance Score Test: -0.028 Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.544, R^2 test: -0.114 Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.675, R^2 test: -0.174 Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.793, R^2 test: -0.141 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.963, Explained Variance Score Train: 0.713 AUC Validation: 0.422, Explained Variance Score Validation: -0.162 AUC Test: 0.564, Explained Variance Score Test: -0.075 Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.718, R^2 test: 0.038 Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.750, R^2 test: -0.004 Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.820, R^2 test: 0.029 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.943, Explained Variance Score Train: 0.772 AUC Validation: 0.594, Explained Variance Score Validation: 0.055 AUC Test: 0.489, Explained Variance Score Test: -0.016 Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.714, R^2 test: -0.021 Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.788, R^2 test: -0.028 Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.827, R^2 test: -0.013 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.978, Explained Variance Score Train: 0.803 AUC Validation: 0.489, Explained Variance Score Validation: -0.015 AUC Test: 0.587, Explained Variance Score Test: 0.024 Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.857, R^2 test: -0.083 Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.789, R^2 test: -0.049 Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.915, R^2 test: -0.072 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.978, Explained Variance Score Train: 0.788 AUC Validation: 0.587, Explained Variance Score Validation: -0.053 AUC Test: 0.584, Explained Variance Score Test: 0.016 Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.647, R^2 test: -0.084 Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.780, R^2 test: -0.108 Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.859, R^2 test: -0.066 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.938, Explained Variance Score Train: 0.666 AUC Validation: 0.522, Explained Variance Score Validation: -0.009 AUC Test: 0.578, Explained Variance Score Test: 0.017 Bootstrap CV 15, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.744, R^2 test: -0.133 Bootstrap CV 15, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.824, R^2 test: -0.112 Bootstrap CV 15, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.874, R^2 test: -0.102 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.954, Explained Variance Score Train: 0.856 AUC Validation: 0.514, Explained Variance Score Validation: -0.101 AUC Test: 0.585, Explained Variance Score Test: 0.018 Bootstrap CV 10, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.726, R^2 test: 0.003 Bootstrap CV 10, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.798, R^2 test: -0.064 Bootstrap CV 10, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.795, R^2 test: -0.079 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.966, Explained Variance Score Train: 0.768 AUC Validation: 0.461, Explained Variance Score Validation: -0.053 AUC Test: 0.480, Explained Variance Score Test: -0.030 Bootstrap CV 12, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.757, R^2 test: 0.040 Bootstrap CV 12, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.760, R^2 test: 0.013 Bootstrap CV 12, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.802, R^2 test: 0.034 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.944, Explained Variance Score Train: 0.683 AUC Validation: 0.678, Explained Variance Score Validation: 0.055 AUC Test: 0.533, Explained Variance Score Test: -0.010 Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.524, R^2 test: -0.043 Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.757, R^2 test: 0.018 Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.707, R^2 test: -0.011 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.963, Explained Variance Score Train: 0.750 AUC Validation: 0.573, Explained Variance Score Validation: -0.077 AUC Test: 0.552, Explained Variance Score Test: -0.016 Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.759, R^2 test: -0.022 Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.855, R^2 test: -0.013 Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.885, R^2 test: -0.030 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.965, Explained Variance Score Train: 0.860 AUC Validation: 0.565, Explained Variance Score Validation: 0.000 AUC Test: 0.498, Explained Variance Score Test: -0.043 Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.703, R^2 test: -0.084 Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.810, R^2 test: -0.047 Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.837, R^2 test: -0.043 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.981, Explained Variance Score Train: 0.801 AUC Validation: 0.625, Explained Variance Score Validation: 0.042 AUC Test: 0.572, Explained Variance Score Test: 0.033 Bootstrap CV 13, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.597, R^2 test: 0.006 Bootstrap CV 13, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.613, R^2 test: -0.017 Bootstrap CV 13, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.690, R^2 test: 0.054 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.926, Explained Variance Score Train: 0.648 AUC Validation: 0.658, Explained Variance Score Validation: 0.006 AUC Test: 0.558, Explained Variance Score Test: 0.003 Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.736, R^2 test: 0.072 Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.792, R^2 test: 0.076 Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.827, R^2 test: 0.081 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.972, Explained Variance Score Train: 0.824 AUC Validation: 0.753, Explained Variance Score Validation: 0.066 AUC Test: 0.599, Explained Variance Score Test: 0.028 Bootstrap CV 11, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.728, R^2 test: 0.126 Bootstrap CV 11, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.769, R^2 test: 0.164 Bootstrap CV 11, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.713, R^2 test: 0.125 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.955, Explained Variance Score Train: 0.847 AUC Validation: 0.728, Explained Variance Score Validation: 0.127 AUC Test: 0.546, Explained Variance Score Test: -0.078 Bootstrap CV 14, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.671, R^2 test: 0.061 Bootstrap CV 14, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.693, R^2 test: 0.051 Bootstrap CV 14, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.797, R^2 test: 0.008 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.979, Explained Variance Score Train: 0.803 AUC Validation: 0.715, Explained Variance Score Validation: 0.077 AUC Test: 0.518, Explained Variance Score Test: -0.054 Running batch 2 of 7 with 16 nodes Bootstrap CV 16, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.613, R^2 test: -0.035 Bootstrap CV 16, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.755, R^2 test: -0.063 Bootstrap CV 16, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.702, R^2 test: -0.064 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.959, Explained Variance Score Train: 0.537 AUC Validation: 0.611, Explained Variance Score Validation: 0.037 AUC Test: 0.544, Explained Variance Score Test: 0.014 Bootstrap CV 30, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.541, R^2 test: -0.132 Bootstrap CV 30, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.631, R^2 test: -0.154 Bootstrap CV 30, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.677, R^2 test: -0.233 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.919, Explained Variance Score Train: 0.602 AUC Validation: 0.376, Explained Variance Score Validation: -0.137 AUC Test: 0.560, Explained Variance Score Test: -0.006 Bootstrap CV 22, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.639, R^2 test: -0.163 Bootstrap CV 22, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.747, R^2 test: -0.206 Bootstrap CV 22, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.773, R^2 test: -0.202 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.959, Explained Variance Score Train: 0.782 AUC Validation: 0.434, Explained Variance Score Validation: -0.166 AUC Test: 0.599, Explained Variance Score Test: 0.044 Bootstrap CV 28, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.691, R^2 test: -0.001 Bootstrap CV 28, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.759, R^2 test: -0.051 Bootstrap CV 28, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.819, R^2 test: -0.017 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.965, Explained Variance Score Train: 0.710 AUC Validation: 0.613, Explained Variance Score Validation: 0.038 AUC Test: 0.543, Explained Variance Score Test: 0.010 Bootstrap CV 18, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.666, R^2 test: -0.022 Bootstrap CV 18, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.759, R^2 test: -0.039 Bootstrap CV 18, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.810, R^2 test: -0.056 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.965, Explained Variance Score Train: 0.690 AUC Validation: 0.688, Explained Variance Score Validation: -0.008 AUC Test: 0.565, Explained Variance Score Test: -0.009 Bootstrap CV 26, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.660, R^2 test: -0.063 Bootstrap CV 26, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.678, R^2 test: -0.082 Bootstrap CV 26, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.805, R^2 test: -0.059 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.954, Explained Variance Score Train: 0.655 AUC Validation: 0.534, Explained Variance Score Validation: -0.004 AUC Test: 0.517, Explained Variance Score Test: 0.007 Bootstrap CV 24, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.692, R^2 test: -0.013 Bootstrap CV 24, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.745, R^2 test: -0.034 Bootstrap CV 24, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.784, R^2 test: -0.019 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.954, Explained Variance Score Train: 0.757 AUC Validation: 0.407, Explained Variance Score Validation: -0.040 AUC Test: 0.559, Explained Variance Score Test: -0.005 Bootstrap CV 29, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.761, R^2 test: -0.064 Bootstrap CV 29, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.843, R^2 test: -0.070 Bootstrap CV 29, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.891, R^2 test: -0.082 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.928, Explained Variance Score Train: 0.774 AUC Validation: 0.544, Explained Variance Score Validation: -0.038 AUC Test: 0.563, Explained Variance Score Test: 0.013 Bootstrap CV 25, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.581, R^2 test: -0.086 Bootstrap CV 25, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.673, R^2 test: -0.100 Bootstrap CV 25, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.719, R^2 test: -0.074 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.981, Explained Variance Score Train: 0.641 AUC Validation: 0.565, Explained Variance Score Validation: -0.050 AUC Test: 0.549, Explained Variance Score Test: 0.016 Bootstrap CV 17, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.681, R^2 test: 0.038 Bootstrap CV 17, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.807, R^2 test: 0.004 Bootstrap CV 17, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.856, R^2 test: 0.038 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.962, Explained Variance Score Train: 0.770 AUC Validation: 0.538, Explained Variance Score Validation: -0.005 AUC Test: 0.587, Explained Variance Score Test: 0.015 Bootstrap CV 27, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.666, R^2 test: -0.145 Bootstrap CV 27, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.781, R^2 test: -0.116 Bootstrap CV 27, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.798, R^2 test: -0.136 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.980, Explained Variance Score Train: 0.813 AUC Validation: 0.455, Explained Variance Score Validation: -0.153 AUC Test: 0.516, Explained Variance Score Test: -0.029 Bootstrap CV 19, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.482, R^2 test: -0.030 Bootstrap CV 19, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.583, R^2 test: -0.033 Bootstrap CV 19, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.675, R^2 test: -0.038 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.952, Explained Variance Score Train: 0.670 AUC Validation: 0.567, Explained Variance Score Validation: -0.032 AUC Test: 0.521, Explained Variance Score Test: 0.013 Bootstrap CV 20, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.613, R^2 test: 0.054 Bootstrap CV 20, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.730, R^2 test: 0.024 Bootstrap CV 20, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.872, R^2 test: 0.055 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.979, Explained Variance Score Train: 0.888 AUC Validation: 0.634, Explained Variance Score Validation: 0.056 AUC Test: 0.615, Explained Variance Score Test: 0.044 Bootstrap CV 31, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.485, R^2 test: -0.092 Bootstrap CV 31, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.505, R^2 test: -0.138 Bootstrap CV 31, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.565, R^2 test: -0.118 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.937, Explained Variance Score Train: 0.637 AUC Validation: 0.501, Explained Variance Score Validation: -0.070 AUC Test: 0.501, Explained Variance Score Test: -0.056 Bootstrap CV 21, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.667, R^2 test: -0.029 Bootstrap CV 21, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.732, R^2 test: -0.026 Bootstrap CV 21, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.755, R^2 test: -0.019 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.943, Explained Variance Score Train: 0.766 AUC Validation: 0.618, Explained Variance Score Validation: -0.002 AUC Test: 0.492, Explained Variance Score Test: -0.012 Bootstrap CV 23, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.712, R^2 test: -0.119 Bootstrap CV 23, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.729, R^2 test: -0.116 Bootstrap CV 23, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.827, R^2 test: -0.226 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.977, Explained Variance Score Train: 0.840 AUC Validation: 0.553, Explained Variance Score Validation: -0.170 AUC Test: 0.622, Explained Variance Score Test: -0.023 Running batch 3 of 7 with 16 nodes Bootstrap CV 37, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.676, R^2 test: 0.024 Bootstrap CV 37, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.774, R^2 test: -0.017 Bootstrap CV 37, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.833, R^2 test: -0.008 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.926, Explained Variance Score Train: 0.698 AUC Validation: 0.570, Explained Variance Score Validation: 0.028 AUC Test: 0.485, Explained Variance Score Test: -0.043 Bootstrap CV 43, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.657, R^2 test: -0.021 Bootstrap CV 43, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.812, R^2 test: -0.041 Bootstrap CV 43, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.807, R^2 test: -0.069 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.949, Explained Variance Score Train: 0.720 AUC Validation: 0.536, Explained Variance Score Validation: -0.055 AUC Test: 0.632, Explained Variance Score Test: 0.026 Bootstrap CV 32, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.676, R^2 test: -0.060 Bootstrap CV 32, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.742, R^2 test: -0.085 Bootstrap CV 32, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.874, R^2 test: -0.103 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.953, Explained Variance Score Train: 0.694 AUC Validation: 0.463, Explained Variance Score Validation: -0.051 AUC Test: 0.526, Explained Variance Score Test: -0.040 Bootstrap CV 39, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.660, R^2 test: -0.024 Bootstrap CV 39, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.757, R^2 test: -0.003 Bootstrap CV 39, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.790, R^2 test: -0.002 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.946, Explained Variance Score Train: 0.687 AUC Validation: 0.604, Explained Variance Score Validation: 0.040 AUC Test: 0.587, Explained Variance Score Test: 0.042 Bootstrap CV 35, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.790, R^2 test: -0.143 Bootstrap CV 35, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.892, R^2 test: -0.160 Bootstrap CV 35, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.874, R^2 test: -0.152 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.960, Explained Variance Score Train: 0.799 AUC Validation: 0.508, Explained Variance Score Validation: -0.083 AUC Test: 0.562, Explained Variance Score Test: -0.006 Bootstrap CV 34, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.634, R^2 test: -0.064 Bootstrap CV 34, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.720, R^2 test: -0.074 Bootstrap CV 34, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.787, R^2 test: -0.057 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.917, Explained Variance Score Train: 0.642 AUC Validation: 0.539, Explained Variance Score Validation: -0.040 AUC Test: 0.568, Explained Variance Score Test: -0.009 Bootstrap CV 33, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.716, R^2 test: -0.096 Bootstrap CV 33, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.816, R^2 test: -0.112 Bootstrap CV 33, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.820, R^2 test: -0.062 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.961, Explained Variance Score Train: 0.726 AUC Validation: 0.562, Explained Variance Score Validation: -0.079 AUC Test: 0.544, Explained Variance Score Test: 0.003 Bootstrap CV 38, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.744, R^2 test: -0.018 Bootstrap CV 38, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.824, R^2 test: -0.051 Bootstrap CV 38, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.865, R^2 test: -0.019 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.952, Explained Variance Score Train: 0.728 AUC Validation: 0.676, Explained Variance Score Validation: 0.012 AUC Test: 0.583, Explained Variance Score Test: -0.010 Bootstrap CV 42, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.807, R^2 test: 0.034 Bootstrap CV 42, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.869, R^2 test: -0.003 Bootstrap CV 42, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.912, R^2 test: 0.034 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.959, Explained Variance Score Train: 0.584 AUC Validation: 0.606, Explained Variance Score Validation: 0.024 AUC Test: 0.599, Explained Variance Score Test: 0.033 Bootstrap CV 46, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.684, R^2 test: 0.030 Bootstrap CV 46, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.721, R^2 test: -0.002 Bootstrap CV 46, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.768, R^2 test: 0.038 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.939, Explained Variance Score Train: 0.721 AUC Validation: 0.603, Explained Variance Score Validation: 0.050 AUC Test: 0.549, Explained Variance Score Test: 0.008 Bootstrap CV 36, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.586, R^2 test: -0.006 Bootstrap CV 36, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.778, R^2 test: 0.001 Bootstrap CV 36, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.745, R^2 test: -0.043 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.969, Explained Variance Score Train: 0.751 AUC Validation: 0.584, Explained Variance Score Validation: -0.000 AUC Test: 0.582, Explained Variance Score Test: 0.018 Bootstrap CV 41, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.733, R^2 test: 0.008 Bootstrap CV 41, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.803, R^2 test: 0.013 Bootstrap CV 41, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.847, R^2 test: 0.005 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.956, Explained Variance Score Train: 0.795 AUC Validation: 0.536, Explained Variance Score Validation: 0.027 AUC Test: 0.581, Explained Variance Score Test: -0.012 Bootstrap CV 47, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.641, R^2 test: -0.156 Bootstrap CV 47, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.665, R^2 test: -0.107 Bootstrap CV 47, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.716, R^2 test: -0.126 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.967, Explained Variance Score Train: 0.713 AUC Validation: 0.524, Explained Variance Score Validation: -0.014 AUC Test: 0.575, Explained Variance Score Test: 0.003 Bootstrap CV 45, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.693, R^2 test: -0.076 Bootstrap CV 45, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.824, R^2 test: -0.067 Bootstrap CV 45, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.884, R^2 test: 0.004 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.961, Explained Variance Score Train: 0.829 AUC Validation: 0.531, Explained Variance Score Validation: -0.036 AUC Test: 0.582, Explained Variance Score Test: 0.012 Bootstrap CV 40, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.598, R^2 test: 0.021 Bootstrap CV 40, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.716, R^2 test: -0.018 Bootstrap CV 40, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.749, R^2 test: 0.003 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.956, Explained Variance Score Train: 0.760 AUC Validation: 0.569, Explained Variance Score Validation: 0.024 AUC Test: 0.519, Explained Variance Score Test: 0.022 Bootstrap CV 44, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.805, R^2 test: -0.035 Bootstrap CV 44, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.840, R^2 test: -0.042 Bootstrap CV 44, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.867, R^2 test: -0.080 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.981, Explained Variance Score Train: 0.892 AUC Validation: 0.475, Explained Variance Score Validation: -0.086 AUC Test: 0.608, Explained Variance Score Test: 0.001 Running batch 4 of 7 with 16 nodes Bootstrap CV 57, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.775, R^2 test: 0.079 Bootstrap CV 57, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.871, R^2 test: 0.035 Bootstrap CV 57, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.928, R^2 test: 0.001 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.972, Explained Variance Score Train: 0.849 AUC Validation: 0.691, Explained Variance Score Validation: 0.073 AUC Test: 0.616, Explained Variance Score Test: 0.048 Bootstrap CV 50, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.511, R^2 test: -0.031 Bootstrap CV 50, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.662, R^2 test: -0.037 Bootstrap CV 50, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.610, R^2 test: -0.023 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.964, Explained Variance Score Train: 0.561 AUC Validation: 0.417, Explained Variance Score Validation: -0.002 AUC Test: 0.556, Explained Variance Score Test: -0.000 Bootstrap CV 61, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.712, R^2 test: -0.089 Bootstrap CV 61, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.840, R^2 test: -0.256 Bootstrap CV 61, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.883, R^2 test: -0.211 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.945, Explained Variance Score Train: 0.738 AUC Validation: 0.480, Explained Variance Score Validation: -0.053 AUC Test: 0.538, Explained Variance Score Test: -0.014 Bootstrap CV 49, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.729, R^2 test: -0.007 Bootstrap CV 49, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.805, R^2 test: -0.005 Bootstrap CV 49, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.834, R^2 test: -0.019 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.968, Explained Variance Score Train: 0.738 AUC Validation: 0.467, Explained Variance Score Validation: 0.016 AUC Test: 0.545, Explained Variance Score Test: -0.015 Bootstrap CV 60, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.667, R^2 test: -0.026 Bootstrap CV 60, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.732, R^2 test: -0.067 Bootstrap CV 60, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.773, R^2 test: -0.036 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.966, Explained Variance Score Train: 0.628 AUC Validation: 0.477, Explained Variance Score Validation: -0.034 AUC Test: 0.546, Explained Variance Score Test: -0.012 Bootstrap CV 48, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.638, R^2 test: 0.038 Bootstrap CV 48, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.691, R^2 test: 0.068 Bootstrap CV 48, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.772, R^2 test: 0.119 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.951, Explained Variance Score Train: 0.689 AUC Validation: 0.672, Explained Variance Score Validation: 0.078 AUC Test: 0.489, Explained Variance Score Test: -0.028 Bootstrap CV 52, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.594, R^2 test: -0.246 Bootstrap CV 52, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.612, R^2 test: -0.218 Bootstrap CV 52, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.638, R^2 test: -0.213 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.948, Explained Variance Score Train: 0.609 AUC Validation: 0.321, Explained Variance Score Validation: -0.206 AUC Test: 0.576, Explained Variance Score Test: 0.033 Bootstrap CV 58, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.628, R^2 test: -0.000 Bootstrap CV 58, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.694, R^2 test: 0.009 Bootstrap CV 58, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.734, R^2 test: -0.028 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.918, Explained Variance Score Train: 0.692 AUC Validation: 0.578, Explained Variance Score Validation: -0.018 AUC Test: 0.613, Explained Variance Score Test: 0.027 Bootstrap CV 55, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.725, R^2 test: -0.008 Bootstrap CV 55, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.784, R^2 test: -0.096 Bootstrap CV 55, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.739, R^2 test: -0.061 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.947, Explained Variance Score Train: 0.657 AUC Validation: 0.630, Explained Variance Score Validation: -0.012 AUC Test: 0.478, Explained Variance Score Test: -0.043 Bootstrap CV 62, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.499, R^2 test: -0.012 Bootstrap CV 62, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.593, R^2 test: -0.017 Bootstrap CV 62, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.751, R^2 test: -0.098 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.955, Explained Variance Score Train: 0.545 AUC Validation: 0.520, Explained Variance Score Validation: -0.026 AUC Test: 0.599, Explained Variance Score Test: 0.037 Bootstrap CV 63, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.690, R^2 test: -0.011 Bootstrap CV 63, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.794, R^2 test: -0.027 Bootstrap CV 63, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.818, R^2 test: 0.019 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.961, Explained Variance Score Train: 0.701 AUC Validation: 0.596, Explained Variance Score Validation: -0.051 AUC Test: 0.501, Explained Variance Score Test: -0.016 Bootstrap CV 53, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.686, R^2 test: -0.131 Bootstrap CV 53, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.796, R^2 test: -0.165 Bootstrap CV 53, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.789, R^2 test: -0.135 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.716 AUC Validation: 0.507, Explained Variance Score Validation: -0.126 AUC Test: 0.592, Explained Variance Score Test: 0.014 Bootstrap CV 59, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.743, R^2 test: -0.027 Bootstrap CV 59, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.747, R^2 test: -0.040 Bootstrap CV 59, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.824, R^2 test: -0.016 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.973, Explained Variance Score Train: 0.810 AUC Validation: 0.716, Explained Variance Score Validation: 0.019 AUC Test: 0.541, Explained Variance Score Test: -0.029 Bootstrap CV 56, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.658, R^2 test: -0.031 Bootstrap CV 56, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.714, R^2 test: 0.032 Bootstrap CV 56, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.754, R^2 test: 0.017 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.963, Explained Variance Score Train: 0.712 AUC Validation: 0.502, Explained Variance Score Validation: -0.051 AUC Test: 0.498, Explained Variance Score Test: -0.051 Bootstrap CV 54, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.769, R^2 test: -0.072 Bootstrap CV 54, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.856, R^2 test: -0.085 Bootstrap CV 54, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.876, R^2 test: -0.081 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.990, Explained Variance Score Train: 0.804 AUC Validation: 0.498, Explained Variance Score Validation: -0.029 AUC Test: 0.574, Explained Variance Score Test: 0.006 Bootstrap CV 51, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.585, R^2 test: -0.175 Bootstrap CV 51, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.640, R^2 test: -0.204 Bootstrap CV 51, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.666, R^2 test: -0.229 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.966, Explained Variance Score Train: 0.809 AUC Validation: 0.563, Explained Variance Score Validation: -0.188 AUC Test: 0.606, Explained Variance Score Test: 0.047 Running batch 5 of 7 with 16 nodes Bootstrap CV 73, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.668, R^2 test: -0.058 Bootstrap CV 73, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.736, R^2 test: -0.096 Bootstrap CV 73, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.765, R^2 test: -0.143 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.949, Explained Variance Score Train: 0.760 AUC Validation: 0.570, Explained Variance Score Validation: -0.029 AUC Test: 0.615, Explained Variance Score Test: 0.010 Bootstrap CV 70, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.662, R^2 test: 0.043 Bootstrap CV 70, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.810, R^2 test: 0.054 Bootstrap CV 70, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.805, R^2 test: 0.072 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.927, Explained Variance Score Train: 0.639 AUC Validation: 0.714, Explained Variance Score Validation: 0.045 AUC Test: 0.557, Explained Variance Score Test: 0.010 Bootstrap CV 68, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.577, R^2 test: -0.187 Bootstrap CV 68, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.761, R^2 test: -0.254 Bootstrap CV 68, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.781, R^2 test: -0.235 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.982, Explained Variance Score Train: 0.662 AUC Validation: 0.513, Explained Variance Score Validation: -0.251 AUC Test: 0.535, Explained Variance Score Test: -0.042 Bootstrap CV 65, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.621, R^2 test: 0.014 Bootstrap CV 65, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.710, R^2 test: 0.016 Bootstrap CV 65, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.742, R^2 test: 0.016 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.955, Explained Variance Score Train: 0.643 AUC Validation: 0.554, Explained Variance Score Validation: 0.027 AUC Test: 0.510, Explained Variance Score Test: -0.012 Bootstrap CV 76, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.809, R^2 test: -0.068 Bootstrap CV 76, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.821, R^2 test: -0.115 Bootstrap CV 76, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.872, R^2 test: -0.107 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.962, Explained Variance Score Train: 0.771 AUC Validation: 0.570, Explained Variance Score Validation: -0.021 AUC Test: 0.581, Explained Variance Score Test: 0.014 Bootstrap CV 64, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.663, R^2 test: -0.081 Bootstrap CV 64, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.763, R^2 test: -0.119 Bootstrap CV 64, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.815, R^2 test: -0.125 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.950, Explained Variance Score Train: 0.790 AUC Validation: 0.561, Explained Variance Score Validation: -0.168 AUC Test: 0.595, Explained Variance Score Test: -0.014 Bootstrap CV 79, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.723, R^2 test: 0.119 Bootstrap CV 79, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.813, R^2 test: 0.092 Bootstrap CV 79, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.876, R^2 test: 0.038 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.970, Explained Variance Score Train: 0.733 AUC Validation: 0.712, Explained Variance Score Validation: 0.125 AUC Test: 0.563, Explained Variance Score Test: 0.030 Bootstrap CV 66, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.614, R^2 test: 0.190 Bootstrap CV 66, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.740, R^2 test: 0.179 Bootstrap CV 66, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.809, R^2 test: 0.175 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.962, Explained Variance Score Train: 0.668 AUC Validation: 0.771, Explained Variance Score Validation: 0.183 AUC Test: 0.504, Explained Variance Score Test: 0.010 Bootstrap CV 71, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.737, R^2 test: -0.015 Bootstrap CV 71, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.818, R^2 test: -0.024 Bootstrap CV 71, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.844, R^2 test: 0.000 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.930, Explained Variance Score Train: 0.729 AUC Validation: 0.600, Explained Variance Score Validation: 0.037 AUC Test: 0.571, Explained Variance Score Test: 0.009 Bootstrap CV 77, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.816, R^2 test: 0.018 Bootstrap CV 77, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.765, R^2 test: -0.006 Bootstrap CV 77, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.793, R^2 test: -0.010 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.978, Explained Variance Score Train: 0.764 AUC Validation: 0.551, Explained Variance Score Validation: 0.023 AUC Test: 0.599, Explained Variance Score Test: 0.030 Bootstrap CV 67, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.592, R^2 test: 0.003 Bootstrap CV 67, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.678, R^2 test: -0.029 Bootstrap CV 67, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.775, R^2 test: -0.040 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.959, Explained Variance Score Train: 0.668 AUC Validation: 0.563, Explained Variance Score Validation: -0.044 AUC Test: 0.546, Explained Variance Score Test: -0.009 Bootstrap CV 69, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.646, R^2 test: -0.030 Bootstrap CV 69, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.670, R^2 test: -0.075 Bootstrap CV 69, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.782, R^2 test: -0.090 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.951, Explained Variance Score Train: 0.734 AUC Validation: 0.547, Explained Variance Score Validation: -0.066 AUC Test: 0.569, Explained Variance Score Test: -0.024 Bootstrap CV 78, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.773, R^2 test: -0.059 Bootstrap CV 78, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.805, R^2 test: -0.062 Bootstrap CV 78, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.860, R^2 test: -0.105 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.968, Explained Variance Score Train: 0.873 AUC Validation: 0.538, Explained Variance Score Validation: -0.011 AUC Test: 0.592, Explained Variance Score Test: 0.031 Bootstrap CV 72, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.560, R^2 test: 0.042 Bootstrap CV 72, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.674, R^2 test: 0.016 Bootstrap CV 72, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.757, R^2 test: 0.066 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.977, Explained Variance Score Train: 0.651 AUC Validation: 0.588, Explained Variance Score Validation: 0.027 AUC Test: 0.600, Explained Variance Score Test: 0.019 Bootstrap CV 75, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.475, R^2 test: -0.095 Bootstrap CV 75, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.661, R^2 test: -0.066 Bootstrap CV 75, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.632, R^2 test: -0.110 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.957, Explained Variance Score Train: 0.615 AUC Validation: 0.509, Explained Variance Score Validation: -0.036 AUC Test: 0.507, Explained Variance Score Test: -0.025 Bootstrap CV 74, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.654, R^2 test: -0.169 Bootstrap CV 74, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.683, R^2 test: -0.144 Bootstrap CV 74, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.703, R^2 test: -0.206 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.937, Explained Variance Score Train: 0.700 AUC Validation: 0.517, Explained Variance Score Validation: -0.128 AUC Test: 0.549, Explained Variance Score Test: -0.020 Running batch 6 of 7 with 16 nodes Bootstrap CV 89, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.604, R^2 test: -0.059 Bootstrap CV 89, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.704, R^2 test: 0.027 Bootstrap CV 89, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.775, R^2 test: -0.004 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.957, Explained Variance Score Train: 0.723 AUC Validation: 0.625, Explained Variance Score Validation: 0.002 AUC Test: 0.573, Explained Variance Score Test: -0.018 Bootstrap CV 84, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.666, R^2 test: -0.152 Bootstrap CV 84, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.781, R^2 test: -0.146 Bootstrap CV 84, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.816, R^2 test: -0.178 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.935, Explained Variance Score Train: 0.694 AUC Validation: 0.506, Explained Variance Score Validation: -0.079 AUC Test: 0.594, Explained Variance Score Test: 0.032 Bootstrap CV 81, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.678, R^2 test: -0.163 Bootstrap CV 81, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.742, R^2 test: -0.148 Bootstrap CV 81, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.776, R^2 test: -0.122 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.941, Explained Variance Score Train: 0.703 AUC Validation: 0.576, Explained Variance Score Validation: -0.037 AUC Test: 0.553, Explained Variance Score Test: 0.004 Bootstrap CV 93, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.737, R^2 test: 0.018 Bootstrap CV 93, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.829, R^2 test: -0.003 Bootstrap CV 93, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.835, R^2 test: -0.017 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.944, Explained Variance Score Train: 0.744 AUC Validation: 0.589, Explained Variance Score Validation: 0.052 AUC Test: 0.553, Explained Variance Score Test: 0.005 Bootstrap CV 90, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.726, R^2 test: -0.016 Bootstrap CV 90, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.809, R^2 test: -0.018 Bootstrap CV 90, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.847, R^2 test: -0.023 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.955, Explained Variance Score Train: 0.738 AUC Validation: 0.690, Explained Variance Score Validation: 0.021 AUC Test: 0.516, Explained Variance Score Test: -0.040 Bootstrap CV 91, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.622, R^2 test: -0.069 Bootstrap CV 91, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.726, R^2 test: -0.088 Bootstrap CV 91, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.704, R^2 test: -0.115 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.928, Explained Variance Score Train: 0.618 AUC Validation: 0.495, Explained Variance Score Validation: -0.007 AUC Test: 0.535, Explained Variance Score Test: 0.004 Bootstrap CV 92, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.661, R^2 test: -0.057 Bootstrap CV 92, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.746, R^2 test: -0.152 Bootstrap CV 92, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.817, R^2 test: -0.067 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.934, Explained Variance Score Train: 0.619 AUC Validation: 0.685, Explained Variance Score Validation: -0.000 AUC Test: 0.554, Explained Variance Score Test: 0.010 Bootstrap CV 95, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.735, R^2 test: -0.121 Bootstrap CV 95, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.788, R^2 test: -0.097 Bootstrap CV 95, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.870, R^2 test: -0.115 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.963, Explained Variance Score Train: 0.736 AUC Validation: 0.460, Explained Variance Score Validation: -0.095 AUC Test: 0.490, Explained Variance Score Test: -0.047 Bootstrap CV 87, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.652, R^2 test: -0.016 Bootstrap CV 87, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.721, R^2 test: -0.026 Bootstrap CV 87, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.753, R^2 test: -0.024 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.958, Explained Variance Score Train: 0.706 AUC Validation: 0.611, Explained Variance Score Validation: -0.021 AUC Test: 0.561, Explained Variance Score Test: 0.011 Bootstrap CV 85, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.769, R^2 test: -0.037 Bootstrap CV 85, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.896, R^2 test: -0.064 Bootstrap CV 85, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.926, R^2 test: -0.161 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.976, Explained Variance Score Train: 0.851 AUC Validation: 0.739, Explained Variance Score Validation: -0.078 AUC Test: 0.575, Explained Variance Score Test: -0.009 Bootstrap CV 83, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.706, R^2 test: -0.115 Bootstrap CV 83, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.785, R^2 test: -0.087 Bootstrap CV 83, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.827, R^2 test: -0.143 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.954, Explained Variance Score Train: 0.804 AUC Validation: 0.478, Explained Variance Score Validation: -0.058 AUC Test: 0.582, Explained Variance Score Test: 0.044 Bootstrap CV 94, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.624, R^2 test: -0.082 Bootstrap CV 94, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.676, R^2 test: -0.072 Bootstrap CV 94, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.681, R^2 test: -0.091 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.937, Explained Variance Score Train: 0.723 AUC Validation: 0.642, Explained Variance Score Validation: 0.025 AUC Test: 0.570, Explained Variance Score Test: 0.049 Bootstrap CV 80, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.762, R^2 test: -0.008 Bootstrap CV 80, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.803, R^2 test: -0.002 Bootstrap CV 80, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.889, R^2 test: -0.010 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.963, Explained Variance Score Train: 0.821 AUC Validation: 0.518, Explained Variance Score Validation: 0.005 AUC Test: 0.591, Explained Variance Score Test: 0.037 Bootstrap CV 86, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.683, R^2 test: 0.032 Bootstrap CV 86, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.765, R^2 test: 0.037 Bootstrap CV 86, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.785, R^2 test: 0.033 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.950, Explained Variance Score Train: 0.818 AUC Validation: 0.653, Explained Variance Score Validation: 0.096 AUC Test: 0.532, Explained Variance Score Test: -0.025 Bootstrap CV 88, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.677, R^2 test: 0.013 Bootstrap CV 88, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.768, R^2 test: -0.025 Bootstrap CV 88, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.769, R^2 test: 0.029 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.956, Explained Variance Score Train: 0.734 AUC Validation: 0.648, Explained Variance Score Validation: 0.010 AUC Test: 0.550, Explained Variance Score Test: -0.044 Bootstrap CV 82, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.696, R^2 test: -0.072 Bootstrap CV 82, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.759, R^2 test: -0.083 Bootstrap CV 82, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.812, R^2 test: -0.058 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.960, Explained Variance Score Train: 0.814 AUC Validation: 0.637, Explained Variance Score Validation: -0.028 AUC Test: 0.551, Explained Variance Score Test: -0.024 Running batch 7 of 7 with 4 nodes Bootstrap CV 98, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.705, R^2 test: -0.033 Bootstrap CV 98, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.756, R^2 test: -0.039 Bootstrap CV 98, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.843, R^2 test: 0.010 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.948, Explained Variance Score Train: 0.724 AUC Validation: 0.582, Explained Variance Score Validation: -0.008 AUC Test: 0.521, Explained Variance Score Test: 0.005 Bootstrap CV 99, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.709, R^2 test: -0.044 Bootstrap CV 99, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.739, R^2 test: -0.065 Bootstrap CV 99, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.783, R^2 test: -0.050 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.950, Explained Variance Score Train: 0.701 AUC Validation: 0.699, Explained Variance Score Validation: 0.004 AUC Test: 0.504, Explained Variance Score Test: 0.008 Bootstrap CV 97, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.583, R^2 test: -0.054 Bootstrap CV 97, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.702, R^2 test: -0.073 Bootstrap CV 97, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.772, R^2 test: -0.066 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.976, Explained Variance Score Train: 0.648 AUC Validation: 0.569, Explained Variance Score Validation: -0.034 AUC Test: 0.527, Explained Variance Score Test: -0.036 Bootstrap CV 96, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.751, R^2 test: -0.105 Bootstrap CV 96, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.802, R^2 test: -0.117 Bootstrap CV 96, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.754, R^2 test: -0.062 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.943, Explained Variance Score Train: 0.812 AUC Validation: 0.390, Explained Variance Score Validation: -0.090 AUC Test: 0.554, Explained Variance Score Test: -0.017 total Variables 259 and total subjects: 1698 ->AUC validation: 0.568 95% CI: [0.551 , 0.585] ->AUC test: 0.555 95% CI: [0.548 , 0.562] ->R^2 validation: -0.023 95% CI: [-0.037 , -0.008] ->R^2 test: -0.002 95% CI: [-0.007 , 0.004] ->Explained Variance validation: -0.044 95% CI: [-0.059 , -0.029] ->Explained Variance test: -0.029 95% CI: [-0.035 , -0.023] Test set metrics: @threshold:2.164, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:1.164, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:0.763, sens:0.000, spec:0.996, ppv:0.000, acc:0.835, f1:0.000, mcc:-0.026, total+:1, total-:338 @threshold:0.664, sens:0.018, spec:0.986, ppv:0.200, acc:0.829, f1:0.033, mcc:0.003, total+:5, total-:334 @threshold:0.589, sens:0.036, spec:0.982, ppv:0.286, acc:0.829, f1:0.065, mcc:0.011, total+:7, total-:332 @threshold:0.571, sens:0.055, spec:0.979, ppv:0.333, acc:0.829, f1:0.094, mcc:0.014, total+:9, total-:330 @threshold:0.529, sens:0.055, spec:0.975, ppv:0.300, acc:0.826, f1:0.092, mcc:0.010, total+:10, total-:329 @threshold:0.521, sens:0.073, spec:0.975, ppv:0.364, acc:0.829, f1:0.121, mcc:0.016, total+:11, total-:328 @threshold:0.504, sens:0.073, spec:0.972, ppv:0.333, acc:0.826, f1:0.119, mcc:0.012, total+:12, total-:327 @threshold:0.494, sens:0.091, spec:0.972, ppv:0.385, acc:0.829, f1:0.147, mcc:0.017, total+:13, total-:326 @threshold:0.489, sens:0.091, spec:0.968, ppv:0.357, acc:0.826, f1:0.145, mcc:0.013, total+:14, total-:325 @threshold:0.431, sens:0.109, spec:0.958, ppv:0.333, acc:0.820, f1:0.164, mcc:0.010, total+:18, total-:321 @threshold:0.427, sens:0.109, spec:0.954, ppv:0.316, acc:0.817, f1:0.162, mcc:0.009, total+:19, total-:320 @threshold:0.419, sens:0.127, spec:0.951, ppv:0.333, acc:0.817, f1:0.184, mcc:0.009, total+:21, total-:318 @threshold:0.405, sens:0.127, spec:0.947, ppv:0.318, acc:0.814, f1:0.182, mcc:0.008, total+:22, total-:317 @threshold:0.346, sens:0.145, spec:0.937, ppv:0.308, acc:0.808, f1:0.198, mcc:0.007, total+:26, total-:313 @threshold:0.344, sens:0.145, spec:0.933, ppv:0.296, acc:0.805, f1:0.195, mcc:0.006, total+:27, total-:312 @threshold:0.335, sens:0.164, spec:0.933, ppv:0.321, acc:0.808, f1:0.217, mcc:0.008, total+:28, total-:311 @threshold:0.331, sens:0.164, spec:0.930, ppv:0.310, acc:0.805, f1:0.214, mcc:0.007, total+:29, total-:310 @threshold:0.307, sens:0.182, spec:0.923, ppv:0.312, acc:0.802, f1:0.230, mcc:0.007, total+:32, total-:307 @threshold:0.297, sens:0.200, spec:0.919, ppv:0.324, acc:0.802, f1:0.247, mcc:0.007, total+:34, total-:305 @threshold:0.226, sens:0.218, spec:0.905, ppv:0.308, acc:0.794, f1:0.255, mcc:0.006, total+:39, total-:300 @threshold:0.223, sens:0.218, spec:0.901, ppv:0.300, acc:0.791, f1:0.253, mcc:0.006, total+:40, total-:299 @threshold:0.220, sens:0.236, spec:0.901, ppv:0.317, acc:0.794, f1:0.271, mcc:0.006, total+:41, total-:298 @threshold:0.215, sens:0.236, spec:0.898, ppv:0.310, acc:0.791, f1:0.268, mcc:0.006, total+:42, total-:297 @threshold:0.158, sens:0.255, spec:0.859, ppv:0.259, acc:0.761, f1:0.257, mcc:0.003, total+:54, total-:285 @threshold:0.156, sens:0.255, spec:0.856, ppv:0.255, acc:0.758, f1:0.255, mcc:0.003, total+:55, total-:284 @threshold:0.150, sens:0.273, spec:0.856, ppv:0.268, acc:0.761, f1:0.270, mcc:0.004, total+:56, total-:283 @threshold:0.149, sens:0.273, spec:0.852, ppv:0.263, acc:0.758, f1:0.268, mcc:0.003, total+:57, total-:282 @threshold:0.131, sens:0.291, spec:0.838, ppv:0.258, acc:0.749, f1:0.274, mcc:0.003, total+:62, total-:277 @threshold:0.130, sens:0.291, spec:0.835, ppv:0.254, acc:0.746, f1:0.271, mcc:0.003, total+:63, total-:276 @threshold:0.114, sens:0.309, spec:0.824, ppv:0.254, acc:0.740, f1:0.279, mcc:0.003, total+:67, total-:272 @threshold:0.112, sens:0.309, spec:0.820, ppv:0.250, acc:0.737, f1:0.276, mcc:0.003, total+:68, total-:271 @threshold:0.081, sens:0.327, spec:0.785, ppv:0.228, acc:0.711, f1:0.269, mcc:0.002, total+:79, total-:260 @threshold:0.076, sens:0.327, spec:0.782, ppv:0.225, acc:0.708, f1:0.267, mcc:0.002, total+:80, total-:259 @threshold:0.044, sens:0.345, spec:0.754, ppv:0.213, acc:0.687, f1:0.264, mcc:0.001, total+:89, total-:250 @threshold:0.044, sens:0.345, spec:0.750, ppv:0.211, acc:0.684, f1:0.262, mcc:0.001, total+:90, total-:249 @threshold:0.027, sens:0.364, spec:0.732, ppv:0.208, acc:0.673, f1:0.265, mcc:0.001, total+:96, total-:243 @threshold:0.019, sens:0.382, spec:0.729, ppv:0.214, acc:0.673, f1:0.275, mcc:0.001, total+:98, total-:241 @threshold:0.015, sens:0.400, spec:0.722, ppv:0.218, acc:0.670, f1:0.282, mcc:0.002, total+:101, total-:238 @threshold:0.015, sens:0.400, spec:0.718, ppv:0.216, acc:0.667, f1:0.280, mcc:0.002, total+:102, total-:237 @threshold:0.001, sens:0.418, spec:0.704, ppv:0.215, acc:0.658, f1:0.284, mcc:0.001, total+:107, total-:232 @threshold:0.001, sens:0.418, spec:0.701, ppv:0.213, acc:0.655, f1:0.282, mcc:0.001, total+:108, total-:231 @threshold:-0.015, sens:0.436, spec:0.680, ppv:0.209, acc:0.640, f1:0.282, mcc:0.001, total+:115, total-:224 @threshold:-0.018, sens:0.436, spec:0.676, ppv:0.207, acc:0.637, f1:0.281, mcc:0.001, total+:116, total-:223 @threshold:-0.023, sens:0.455, spec:0.662, ppv:0.207, acc:0.628, f1:0.284, mcc:0.001, total+:121, total-:218 @threshold:-0.023, sens:0.455, spec:0.658, ppv:0.205, acc:0.625, f1:0.282, mcc:0.001, total+:122, total-:217 @threshold:-0.028, sens:0.473, spec:0.644, ppv:0.205, acc:0.617, f1:0.286, mcc:0.001, total+:127, total-:212 @threshold:-0.030, sens:0.473, spec:0.641, ppv:0.203, acc:0.614, f1:0.284, mcc:0.001, total+:128, total-:211 @threshold:-0.055, sens:0.491, spec:0.609, ppv:0.196, acc:0.590, f1:0.280, mcc:0.001, total+:138, total-:201 @threshold:-0.057, sens:0.491, spec:0.606, ppv:0.194, acc:0.587, f1:0.278, mcc:0.001, total+:139, total-:200 @threshold:-0.066, sens:0.509, spec:0.581, ppv:0.190, acc:0.569, f1:0.277, mcc:0.001, total+:147, total-:192 @threshold:-0.066, sens:0.509, spec:0.577, ppv:0.189, acc:0.566, f1:0.276, mcc:0.001, total+:148, total-:191 @threshold:-0.067, sens:0.527, spec:0.577, ppv:0.195, acc:0.569, f1:0.284, mcc:0.001, total+:149, total-:190 @threshold:-0.068, sens:0.527, spec:0.574, ppv:0.193, acc:0.566, f1:0.283, mcc:0.001, total+:150, total-:189 @threshold:-0.069, sens:0.545, spec:0.574, ppv:0.199, acc:0.569, f1:0.291, mcc:0.001, total+:151, total-:188 @threshold:-0.070, sens:0.545, spec:0.570, ppv:0.197, acc:0.566, f1:0.290, mcc:0.001, total+:152, total-:187 @threshold:-0.073, sens:0.564, spec:0.570, ppv:0.203, acc:0.569, f1:0.298, mcc:0.001, total+:153, total-:186 @threshold:-0.081, sens:0.600, spec:0.567, ppv:0.212, acc:0.572, f1:0.313, mcc:0.001, total+:156, total-:183 @threshold:-0.090, sens:0.618, spec:0.546, ppv:0.209, acc:0.558, f1:0.312, mcc:0.001, total+:163, total-:176 @threshold:-0.091, sens:0.618, spec:0.542, ppv:0.207, acc:0.555, f1:0.311, mcc:0.001, total+:164, total-:175 @threshold:-0.101, sens:0.636, spec:0.532, ppv:0.208, acc:0.549, f1:0.314, mcc:0.001, total+:168, total-:171 @threshold:-0.105, sens:0.636, spec:0.528, ppv:0.207, acc:0.546, f1:0.312, mcc:0.001, total+:169, total-:170 @threshold:-0.108, sens:0.655, spec:0.525, ppv:0.211, acc:0.546, f1:0.319, mcc:0.001, total+:171, total-:168 @threshold:-0.108, sens:0.655, spec:0.521, ppv:0.209, acc:0.543, f1:0.317, mcc:0.001, total+:172, total-:167 @threshold:-0.110, sens:0.673, spec:0.514, ppv:0.211, acc:0.540, f1:0.322, mcc:0.001, total+:175, total-:164 @threshold:-0.113, sens:0.673, spec:0.511, ppv:0.210, acc:0.537, f1:0.320, mcc:0.001, total+:176, total-:163 @threshold:-0.113, sens:0.691, spec:0.511, ppv:0.215, acc:0.540, f1:0.328, mcc:0.002, total+:177, total-:162 @threshold:-0.120, sens:0.691, spec:0.507, ppv:0.213, acc:0.537, f1:0.326, mcc:0.002, total+:178, total-:161 @threshold:-0.128, sens:0.709, spec:0.482, ppv:0.210, acc:0.519, f1:0.324, mcc:0.001, total+:186, total-:153 @threshold:-0.129, sens:0.709, spec:0.479, ppv:0.209, acc:0.516, f1:0.322, mcc:0.001, total+:187, total-:152 @threshold:-0.139, sens:0.727, spec:0.465, ppv:0.208, acc:0.507, f1:0.324, mcc:0.001, total+:192, total-:147 @threshold:-0.140, sens:0.727, spec:0.461, ppv:0.207, acc:0.504, f1:0.323, mcc:0.001, total+:193, total-:146 @threshold:-0.172, sens:0.745, spec:0.387, ppv:0.191, acc:0.445, f1:0.304, mcc:0.001, total+:215, total-:124 @threshold:-0.174, sens:0.745, spec:0.384, ppv:0.190, acc:0.442, f1:0.303, mcc:0.001, total+:216, total-:123 @threshold:-0.178, sens:0.745, spec:0.377, ppv:0.188, acc:0.437, f1:0.300, mcc:0.001, total+:218, total-:121 @threshold:-0.179, sens:0.745, spec:0.373, ppv:0.187, acc:0.434, f1:0.299, mcc:0.001, total+:219, total-:120 @threshold:-0.180, sens:0.764, spec:0.373, ppv:0.191, acc:0.437, f1:0.305, mcc:0.001, total+:220, total-:119 @threshold:-0.180, sens:0.764, spec:0.370, ppv:0.190, acc:0.434, f1:0.304, mcc:0.001, total+:221, total-:118 @threshold:-0.197, sens:0.782, spec:0.356, ppv:0.190, acc:0.425, f1:0.306, mcc:0.001, total+:226, total-:113 @threshold:-0.207, sens:0.782, spec:0.352, ppv:0.189, acc:0.422, f1:0.305, mcc:0.001, total+:227, total-:112 @threshold:-0.224, sens:0.800, spec:0.324, ppv:0.186, acc:0.401, f1:0.302, mcc:0.001, total+:236, total-:103 @threshold:-0.225, sens:0.800, spec:0.320, ppv:0.186, acc:0.398, f1:0.301, mcc:0.001, total+:237, total-:102 @threshold:-0.226, sens:0.818, spec:0.317, ppv:0.188, acc:0.398, f1:0.306, mcc:0.001, total+:239, total-:100 @threshold:-0.230, sens:0.836, spec:0.313, ppv:0.191, acc:0.398, f1:0.311, mcc:0.001, total+:241, total-:98 @threshold:-0.247, sens:0.855, spec:0.303, ppv:0.192, acc:0.392, f1:0.313, mcc:0.001, total+:245, total-:94 @threshold:-0.249, sens:0.855, spec:0.299, ppv:0.191, acc:0.389, f1:0.312, mcc:0.001, total+:246, total-:93 @threshold:-0.267, sens:0.873, spec:0.271, ppv:0.188, acc:0.369, f1:0.310, mcc:0.001, total+:255, total-:84 @threshold:-0.269, sens:0.873, spec:0.268, ppv:0.188, acc:0.366, f1:0.309, mcc:0.001, total+:256, total-:83 @threshold:-0.271, sens:0.891, spec:0.264, ppv:0.190, acc:0.366, f1:0.313, mcc:0.001, total+:258, total-:81 @threshold:-0.271, sens:0.891, spec:0.261, ppv:0.189, acc:0.363, f1:0.312, mcc:0.001, total+:259, total-:80 @threshold:-0.349, sens:0.909, spec:0.158, ppv:0.173, acc:0.280, f1:0.291, mcc:0.001, total+:289, total-:50 @threshold:-0.349, sens:0.909, spec:0.155, ppv:0.172, acc:0.277, f1:0.290, mcc:0.001, total+:290, total-:49 @threshold:-0.444, sens:0.927, spec:0.085, ppv:0.164, acc:0.221, f1:0.279, mcc:0.000, total+:311, total-:28 @threshold:-0.446, sens:0.927, spec:0.081, ppv:0.163, acc:0.218, f1:0.278, mcc:0.000, total+:312, total-:27 @threshold:-0.453, sens:0.945, spec:0.081, ppv:0.166, acc:0.221, f1:0.283, mcc:0.001, total+:313, total-:26 @threshold:-0.457, sens:0.945, spec:0.077, ppv:0.166, acc:0.218, f1:0.282, mcc:0.000, total+:314, total-:25 @threshold:-0.525, sens:0.964, spec:0.056, ppv:0.165, acc:0.204, f1:0.282, mcc:0.001, total+:321, total-:18 @threshold:-0.540, sens:0.982, spec:0.053, ppv:0.167, acc:0.204, f1:0.286, mcc:0.001, total+:323, total-:16 @threshold:-0.848, sens:1.000, spec:0.004, ppv:0.163, acc:0.165, f1:0.280, mcc:0.001, total+:338, total-:1 Vital: Temp-avg10to13 | coef 0.016 95% CI: [0.014 , 0.018] | OR_adj 1.016 [1.014 1.019] | occ: 1399 | OR_unadj: 1.016 [0.764 1.351] | indivs AUC:0.560 Correlated most with: Diagnosis:9ccs175:Ot femal gen:-0.199 Diagnosis:9ccs223:Birth trauma:-0.120 Diagnosis:9ccs247:Lymph enlarg:-0.090 Newborn Diagnosis:9ccs259:Unclassified:-0.079 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:-0.079 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:-0.079 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.071 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.070 MatDeliveryAge:-0.070 Diagnosis:9ccs259:Unclassified:-0.067 Vital: HR-latest | coef 0.016 95% CI: [0.013 , 0.019] | OR_adj 1.016 [1.013 1.019] | occ: 1010 | OR_unadj: 0.762 [0.553 1.050] | indivs AUC:0.540 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:0.112 Diagnosis:9ccs217:Ot cong anom:0.083 Newborn Diagnosis:9ccs256:Exam/eval:0.069 Diagnosis:9ccs47:Ot bnign neo:0.063 Diagnosis:9ccs122:Pneumonia:-0.063 Diagnosis:9ccs92:Otitis media:-0.060 Diagnosis:9ccs167:Breast dx:0.060 Diagnosis:9ccs128:Asthma:-0.057 Diagnosis:9ccs151:Oth liver dx:0.057 Newborn Diagnosis:9ccs222:Perint jaund:0.055 Vital: Temp-avg5to7 | coef 0.015 95% CI: [0.013 , 0.017] | OR_adj 1.015 [1.013 1.018] | occ: 1315 | OR_unadj: 1.008 [0.763 1.331] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs94:Other ear dx:0.078 Diagnosis:9ccs123:Influenza:0.061 Diagnosis:9ccs234:Crush injury:0.060 Diagnosis:9ccs90:Eye infectn:0.056 Diagnosis:9ccs134:Ot uppr resp:0.055 Number of Visits:0.054 Diagnosis:9ccs151:Oth liver dx:0.052 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.052 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.052 Diagnosis:9ccs219:Low birth wt:-0.052 Vital: Temp-avg0to1 | coef 0.015 95% CI: [0.013 , 0.017] | OR_adj 1.015 [1.013 1.017] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.490 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.092 Diagnosis:9ccs76:Meningitis:0.063 Diagnosis:9ccs216:Nerv cong an:0.063 Diagnosis:9ccs58:Ot nutrit dx:-0.063 Diagnosis:9ccs7:Viral infect:-0.061 Diagnosis:9ccs92:Otitis media:0.057 Diagnosis:9ccs214:GI cong anom:0.056 Diagnosis:9ccs155:Other GI dx:-0.054 Newborn Diagnosis:9ccs219:Low birth wt:-0.053 Diagnosis:9ccs154:Gastroent:-0.052 Vital: Temp-avg3to5 | coef 0.015 95% CI: [0.013 , 0.017] | OR_adj 1.015 [1.013 1.017] | occ: 1313 | OR_unadj: 0.989 [0.753 1.299] | indivs AUC:0.470 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:0.102 Number of Visits:0.090 Diagnosis:9ccs234:Crush injury:0.062 Diagnosis:9ccs247:Lymph enlarg:0.061 Diagnosis:9ccs217:Ot cong anom:-0.060 Diagnosis:9ccs197:Skin infectn:-0.059 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.058 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.058 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.058 Diagnosis:9ccs216:Nerv cong an:0.057 Vital: HC-latest | coef 0.015 95% CI: [0.013 , 0.017] | OR_adj 1.015 [1.013 1.017] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.592 Correlated most with: Number of Visits:0.302 Diagnosis:9ccs126:Ot up rsp in:0.252 Diagnosis:9ccs10:Immuniz/scrn:0.246 Diagnosis:9ccs92:Otitis media:0.214 Diagnosis:9ccs257:Ot aftercare:0.211 Diagnosis:9ccs7:Viral infect:0.160 Diagnosis:9ccs125:Bronchitis:0.152 Diagnosis:9ccs135:Intest infct:0.150 Diagnosis:9ccs90:Eye infectn:0.137 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.111 Vital: Temp-avg1to3 | coef 0.015 95% CI: [0.013 , 0.016] | OR_adj 1.015 [1.013 1.016] | occ: 1348 | OR_unadj: 1.102 [0.834 1.456] | indivs AUC:0.527 Correlated most with: Diagnosis:9ccs90:Eye infectn:-0.077 Diagnosis:9ccs7:Viral infect:-0.077 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.068 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.068 Diagnosis:9ccs154:Gastroent:-0.067 Diagnosis:9ccs197:Skin infectn:-0.058 Diagnosis:9ccs219:Low birth wt:-0.056 Diagnosis:9ccs253:Allergy:0.052 Number of Visits:0.051 Diagnosis:9ccs94:Other ear dx:0.051 Vital: Temp-avg13to16 | coef 0.014 95% CI: [0.012 , 0.016] | OR_adj 1.014 [1.012 1.016] | occ: 1313 | OR_unadj: 1.227 [0.936 1.609] | indivs AUC:0.567 Correlated most with: Diagnosis:9ccs92:Otitis media:0.145 Diagnosis:9ccs124:Tonsillitis:0.081 Diagnosis:9ccs154:Gastroent:-0.068 Number of Visits:0.065 Diagnosis:9ccs159:UTI:0.062 Newborn Diagnosis:9ccs94:Other ear dx:0.061 Diagnosis:9ccs126:Ot up rsp in:0.059 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.052 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.052 Diagnosis:9ccs4:Mycoses:0.046 * Number of Visits | coef 0.014 95% CI: [0.012 , 0.016] | OR_adj 1.014 [1.012 1.016] | occ: 1645 | OR_unadj: 0.708 [0.535 0.936] | indivs AUC:0.478 Correlated most with: Number of Visits:1.000 Diagnosis:9ccs126:Ot up rsp in:0.430 Diagnosis:9ccs92:Otitis media:0.408 Diagnosis:9ccs7:Viral infect:0.408 Diagnosis:9ccs133:Oth low resp:0.337 Diagnosis:9ccs257:Ot aftercare:0.325 Diagnosis:9ccs135:Intest infct:0.310 Diagnosis:9ccs155:Other GI dx:0.304 Diagnosis:9ccs90:Eye infectn:0.286 Diagnosis:9ccs10:Immuniz/scrn:0.277 Vital: Temp-avg19to24 | coef 0.014 95% CI: [0.012 , 0.015] | OR_adj 1.014 [1.012 1.015] | occ: 1373 | OR_unadj: 1.181 [0.894 1.561] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs133:Oth low resp:-0.092 Diagnosis:9ccs154:Gastroent:-0.068 Diagnosis:9ccs92:Otitis media:0.066 Diagnosis:9ccs10:Immuniz/scrn:-0.065 Diagnosis:9ccs238:Complic proc:0.065 Diagnosis:9ccs200:Oth skin dx:-0.060 Diagnosis:9ccs242:Poisn ot med:-0.055 Diagnosis:9ccs125:Bronchitis:0.055 Diagnosis:9ccs258:Other screen:-0.054 Diagnosis:9ccs219:Low birth wt:-0.053 Vital: Temp-latest | coef 0.013 95% CI: [0.012 , 0.015] | OR_adj 1.013 [1.012 1.015] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.465 Correlated most with: Diagnosis:9ccs154:Gastroent:-0.089 Diagnosis:9ccs167:Breast dx:0.063 Diagnosis:9ccs92:Otitis media:0.056 Diagnosis:9ccs125:Bronchitis:0.054 Diagnosis:9ccs126:Ot up rsp in:0.052 Diagnosis:9ccs258:Other screen:-0.050 Diagnosis:9ccs133:Oth low resp:-0.050 Diagnosis:9ccs200:Oth skin dx:-0.049 Diagnosis:9ccs117:Ot circul dx:0.049 Diagnosis:9ccs219:Low birth wt:-0.047 Vital: Ht-gain3to7 | coef 0.013 95% CI: [0.011 , 0.015] | OR_adj 1.013 [1.011 1.016] | occ: 1405 | OR_unadj: 1.120 [0.858 1.461] | indivs AUC:0.523 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:-0.091 Diagnosis:9ccs240:Burns:-0.071 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.069 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.069 Diagnosis:9ccs113:Late eff CVD:0.069 Diagnosis:9ccs7:Viral infect:0.062 Diagnosis:9ccs92:Otitis media:0.060 Diagnosis:9ccs126:Ot up rsp in:0.057 Diagnosis:9ccs128:Asthma:0.056 Diagnosis:9ccs83:Epilepsy/cnv:0.055 Vital: Ht-gain16to24 | coef 0.013 95% CI: [0.012 , 0.014] | OR_adj 1.013 [1.012 1.014] | occ: 1417 | OR_unadj: 1.402 [0.978 2.008] | indivs AUC:0.553 Correlated most with: Diagnosis:9ccs4:Mycoses:-0.065 Number of Visits:-0.061 Diagnosis:9ccs138:Esophgeal dx:-0.058 Newborn Diagnosis:9ccs256:Exam/eval:-0.052 Diagnosis:9ccs61:Sickle cell:-0.052 Newborn Diagnosis:9ccs94:Other ear dx:0.050 Diagnosis:9ccs63:Wht blood dx:-0.048 Diagnosis:9ccs259:Unclassified:0.048 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.047 Diagnosis:9ccs198:Ot infl skin:-0.046 Vital: HC-gain0to3 | coef 0.013 95% CI: [0.011 , 0.014] | OR_adj 1.013 [1.011 1.014] | occ: 1332 | OR_unadj: 0.871 [0.636 1.192] | indivs AUC:0.490 Correlated most with: Number of Visits:0.117 Diagnosis:9ccs126:Ot up rsp in:0.073 Diagnosis:9ccs137:Mouth dx:0.072 Diagnosis:9ccs92:Otitis media:0.062 Diagnosis:9ccs159:UTI:0.055 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.054 Diagnosis:9ccs76:Meningitis:0.052 Diagnosis:9ccs175:Ot femal gen:-0.051 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.047 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.047 Vital: Temp-avg7to10 | coef 0.013 95% CI: [0.011 , 0.014] | OR_adj 1.013 [1.011 1.014] | occ: 1351 | OR_unadj: 0.832 [0.534 1.296] | indivs AUC:0.478 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.195 Diagnosis:9ccs255:Social admin:-0.173 Diagnosis:9ccs7:Viral infect:-0.111 Number of Visits:-0.107 Diagnosis:9ccs126:Ot up rsp in:-0.105 Diagnosis:9ccs74:Ot mentl cnd:-0.095 Diagnosis:9ccs217:Ot cong anom:-0.094 Diagnosis:9ccs257:Ot aftercare:-0.090 Diagnosis:9ccs197:Skin infectn:-0.074 Diagnosis:9ccs58:Ot nutrit dx:-0.066 Vital: Ht-gain0to3 | coef 0.013 95% CI: [0.011 , 0.014] | OR_adj 1.013 [1.011 1.014] | occ: 1394 | OR_unadj: 0.853 [0.644 1.129] | indivs AUC:0.537 Correlated most with: Number of Visits:0.136 Diagnosis:9ccs126:Ot up rsp in:0.108 Diagnosis:9ccs10:Immuniz/scrn:0.076 Diagnosis:9ccs92:Otitis media:0.074 Newborn Diagnosis:9ccs256:Exam/eval:0.068 Diagnosis:9ccs122:Pneumonia:0.064 Diagnosis:9ccs128:Asthma:0.060 Diagnosis:9ccs137:Mouth dx:0.055 Diagnosis:9ccs214:GI cong anom:0.052 Diagnosis:9ccs219:Low birth wt:0.048 MatDeliveryAge | coef 0.013 95% CI: [0.011 , 0.014] | OR_adj 1.013 [1.011 1.014] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.518 Correlated most with: MatDeliveryAge:1.000 Newborn Diagnosis:9ccs259:Unclassified:0.105 Number of Visits:0.088 Diagnosis:9ccs136:Teeth dx:0.080 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.069 Diagnosis:9ccs95:Oth nerv dx:0.061 Diagnosis:9ccs10:Immuniz/scrn:0.061 Diagnosis:9ccs126:Ot up rsp in:0.059 Diagnosis:10ccs58:Ot nutrit dx:-0.059 Diagnosis:9ccs259:Unclassified:0.057 Vital: Ht Percentile-gain16to24 | coef 0.012 95% CI: [0.011 , 0.014] | OR_adj 1.013 [1.011 1.014] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.554 Correlated most with: Diagnosis:9ccs0:No DX:0.102 Diagnosis:9ccs258:Other screen:-0.095 Diagnosis:9ccs51:Ot endo dsor:-0.076 Diagnosis:9ccs259:Unclassified:0.067 Newborn Diagnosis:9ccs224:Ot perint dx:-0.066 Diagnosis:9ccs213:Cardiac anom:-0.065 Lab:294203 BILIRUBIN TOTAL - LMC:-0.062 Diagnosis:9ccs8:Oth infectns:0.061 Diagnosis:9ccs168:PID:-0.061 Lab:292495 LEAD LEVEL - Sunrise:0.057 Vital: Ht-avg0to1 | coef 0.012 95% CI: [0.010 , 0.015] | OR_adj 1.012 [1.010 1.015] | occ: 1326 | OR_unadj: 0.954 [0.722 1.262] | indivs AUC:0.490 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.348 Diagnosis:9ccs219:Low birth wt:-0.204 Newborn Diagnosis:9ccs221:Resp distres:-0.162 Newborn Diagnosis:9ccs222:Perint jaund:-0.135 Newborn Diagnosis:9ccs256:Exam/eval:-0.126 Diagnosis:9ccs143:Abdom hernia:-0.112 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.103 Newborn Diagnosis:9ccs253:Allergy:-0.101 Diagnosis:9ccs200:Oth skin dx:0.079 Newborn Diagnosis:9ccs224:Ot perint dx:0.074 * Vital: Ht Percentile-latest | coef 0.012 95% CI: [0.010 , 0.015] | OR_adj 1.012 [1.010 1.015] | occ: 1043 | OR_unadj: 1.325 [1.003 1.751] | indivs AUC:0.562 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.098 Diagnosis:9ccs89:Blindness:0.081 Diagnosis:9ccs128:Asthma:0.065 Lab:294203 BILIRUBIN TOTAL - LMC:-0.064 Newborn Diagnosis:9ccs215:gu cong anom:0.059 Newborn Diagnosis:9ccs200:Oth skin dx:-0.058 Diagnosis:9ccs2:Septicemia:0.054 Diagnosis:9ccs137:Mouth dx:0.052 Newborn Diagnosis:9ccs223:Birth trauma:0.050 Diagnosis:9ccs58:Ot nutrit dx:-0.048 Vital: HC-gain16to24 | coef 0.012 95% CI: [0.009 , 0.015] | OR_adj 1.012 [1.009 1.015] | occ: 1064 | OR_unadj: 0.868 [0.662 1.137] | indivs AUC:0.535 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.060 Diagnosis:9ccs209:Ot acq defor:0.056 Newborn Diagnosis:9ccs256:Exam/eval:-0.054 Diagnosis:9ccs214:GI cong anom:-0.049 Diagnosis:9ccs251:Abdomnl pain:-0.049 Diagnosis:9ccs95:Oth nerv dx:0.048 Diagnosis:9ccs140:Gastritis:0.048 Diagnosis:9ccs256:Exam/eval:-0.047 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.047 Diagnosis:9ccs213:Cardiac anom:-0.046 Vital: Ht-gain1to5 | coef 0.012 95% CI: [0.010 , 0.013] | OR_adj 1.012 [1.010 1.013] | occ: 1420 | OR_unadj: 0.786 [0.598 1.035] | indivs AUC:0.479 Correlated most with: Number of Visits:0.163 Diagnosis:9ccs126:Ot up rsp in:0.103 Diagnosis:9ccs135:Intest infct:0.079 Diagnosis:9ccs154:Gastroent:-0.070 Diagnosis:9ccs239:Superfic inj:0.068 Diagnosis:9ccs257:Ot aftercare:0.067 Diagnosis:9ccs159:UTI:0.067 Diagnosis:9ccs7:Viral infect:0.065 Diagnosis:9ccs217:Ot cong anom:0.058 Diagnosis:9ccs92:Otitis media:0.056 * Vital: Ht-gain7to13 | coef 0.012 95% CI: [0.011 , 0.013] | OR_adj 1.012 [1.011 1.013] | occ: 1451 | OR_unadj: 1.379 [1.027 1.851] | indivs AUC:0.532 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.060 Lab:292495 LEAD LEVEL - Sunrise:-0.057 Diagnosis:9ccs2603:E Codes: Fall:-0.054 Diagnosis:9ccs153:GI hemorrhag:-0.053 Newborn Diagnosis:9ccs222:Perint jaund:-0.051 Newborn Diagnosis:9ccs219:Low birth wt:-0.049 Newborn Diagnosis:9ccs223:Birth trauma:-0.048 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.046 Diagnosis:9ccs125:Bronchitis:0.044 Newborn Diagnosis:9ccs253:Allergy:-0.042 * Vital: HC-avg16to19 | coef 0.011 95% CI: [0.010 , 0.013] | OR_adj 1.012 [1.010 1.013] | occ: 930 | OR_unadj: 1.811 [1.365 2.403] | indivs AUC:0.545 Correlated most with: Diagnosis:9ccs51:Ot endo dsor:-0.094 Diagnosis:9ccs204:Ot joint dx:-0.075 Diagnosis:9ccs253:Allergy:0.064 Diagnosis:9ccs59:Anemia:-0.060 Diagnosis:9ccs134:Ot uppr resp:0.060 Diagnosis:9ccs143:Abdom hernia:0.057 Diagnosis:9ccs90:Eye infectn:0.053 Diagnosis:9ccs92:Otitis media:0.053 Diagnosis:9ccs147:Anal/rectal:0.051 Newborn Diagnosis:9ccs200:Oth skin dx:-0.044 Vital: Ht-gain10to16 | coef 0.011 95% CI: [0.010 , 0.013] | OR_adj 1.011 [1.010 1.013] | occ: 1404 | OR_unadj: 1.132 [0.839 1.528] | indivs AUC:0.537 Correlated most with: Diagnosis:9ccs92:Otitis media:0.067 Diagnosis:9ccs96:Hrt valve dx:-0.056 Number of Visits:0.054 Newborn Diagnosis:9ccs215:gu cong anom:-0.053 Newborn Diagnosis:9ccs253:Allergy:0.048 Diagnosis:9ccs59:Anemia:0.047 Lab:295669 BILIRUBIN DIRECT - LMC:-0.046 Diagnosis:9ccs123:Influenza:0.045 Diagnosis:9ccs136:Teeth dx:0.042 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.041 Vital: Ht-avg1to3 | coef 0.011 95% CI: [0.010 , 0.013] | OR_adj 1.011 [1.010 1.013] | occ: 1348 | OR_unadj: 0.914 [0.694 1.204] | indivs AUC:0.517 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.303 Diagnosis:9ccs219:Low birth wt:-0.175 Newborn Diagnosis:9ccs222:Perint jaund:-0.123 Diagnosis:9ccs143:Abdom hernia:-0.119 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117 Newborn Diagnosis:9ccs256:Exam/eval:-0.112 Newborn Diagnosis:9ccs94:Other ear dx:0.089 Newborn Diagnosis:9ccs253:Allergy:-0.079 Diagnosis:9ccs200:Oth skin dx:0.070 Newborn Diagnosis:9ccs221:Resp distres:-0.066 Vital: Ht-gain5to10 | coef 0.011 95% CI: [0.010 , 0.013] | OR_adj 1.011 [1.010 1.013] | occ: 1429 | OR_unadj: 1.097 [0.806 1.493] | indivs AUC:0.492 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.079 Diagnosis:9ccs89:Blindness:0.064 Newborn Diagnosis:9ccs94:Other ear dx:-0.062 Diagnosis:9ccs200:Oth skin dx:-0.057 Diagnosis:9ccs136:Teeth dx:-0.050 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.049 Diagnosis:9ccs256:Exam/eval:-0.048 Diagnosis:9ccs223:Birth trauma:-0.046 Newborn Diagnosis:9ccs256:Exam/eval:-0.045 Number of Visits:0.044 Vital: Temp-avg16to19 | coef 0.011 95% CI: [0.010 , 0.013] | OR_adj 1.011 [1.010 1.013] | occ: 1297 | OR_unadj: 0.872 [0.571 1.331] | indivs AUC:0.514 Correlated most with: Diagnosis:9ccs255:Social admin:-0.143 Diagnosis:9ccs10:Immuniz/scrn:-0.132 Number of Visits:-0.118 Diagnosis:9ccs257:Ot aftercare:-0.106 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.102 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.102 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.097 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.097 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.094 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.094 Vital: HC-gain1to5 | coef 0.011 95% CI: [0.010 , 0.013] | OR_adj 1.011 [1.010 1.013] | occ: 1346 | OR_unadj: 0.866 [0.657 1.140] | indivs AUC:0.519 Correlated most with: Number of Visits:0.099 Diagnosis:9ccs125:Bronchitis:0.091 Diagnosis:9ccs154:Gastroent:-0.089 Newborn Diagnosis:9ccs222:Perint jaund:0.077 Diagnosis:9ccs163:Other GU dx:0.076 Diagnosis:9ccs126:Ot up rsp in:0.075 Diagnosis:9ccs257:Ot aftercare:0.063 Diagnosis:9ccs7:Viral infect:0.062 Diagnosis:9ccs113:Late eff CVD:-0.059 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.053 Vital: Ht Percentile-gain13to19 | coef 0.011 95% CI: [0.009 , 0.013] | OR_adj 1.011 [1.009 1.013] | occ: 832 | OR_unadj: 0.955 [0.693 1.316] | indivs AUC:0.478 Correlated most with: Diagnosis:9ccs136:Teeth dx:-0.064 Diagnosis:9ccs163:Other GU dx:0.057 Diagnosis:9ccs208:Acq foot def:0.051 Diagnosis:9ccs211:Ot conn tiss:0.051 Newborn Diagnosis:9ccs215:gu cong anom:0.051 Diagnosis:9ccs125:Bronchitis:0.051 Diagnosis:9ccs143:Abdom hernia:-0.051 Diagnosis:9ccs161:Ot dx kidney:0.048 Diagnosis:9ccs257:Ot aftercare:0.048 Diagnosis:9ccs147:Anal/rectal:0.044 Vital: HC-gain5to10 | coef 0.011 95% CI: [0.009 , 0.013] | OR_adj 1.011 [1.010 1.013] | occ: 1305 | OR_unadj: 1.028 [0.772 1.370] | indivs AUC:0.434 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:0.079 Diagnosis:9ccs251:Abdomnl pain:-0.067 Diagnosis:9ccs234:Crush injury:-0.064 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.057 Diagnosis:9ccs8:Oth infectns:-0.054 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.051 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.051 Newborn Diagnosis:9ccs256:Exam/eval:-0.051 Diagnosis:9ccs92:Otitis media:0.050 Diagnosis:9ccs125:Bronchitis:0.049 * Vital: HC-avg5to7 | coef 0.011 95% CI: [0.009 , 0.013] | OR_adj 1.011 [1.009 1.014] | occ: 1123 | OR_unadj: 1.500 [1.143 1.967] | indivs AUC:0.535 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.118 Newborn Diagnosis:9ccs221:Resp distres:-0.085 Diagnosis:9ccs219:Low birth wt:-0.070 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.062 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.062 Diagnosis:9ccs147:Anal/rectal:0.061 Diagnosis:9ccs74:Ot mentl cnd:-0.060 Diagnosis:9ccs234:Crush injury:0.055 Diagnosis:9ccs257:Ot aftercare:0.053 Diagnosis:9ccs143:Abdom hernia:0.046 Vital: HC-gain3to7 | coef 0.011 95% CI: [0.009 , 0.012] | OR_adj 1.011 [1.009 1.012] | occ: 1310 | OR_unadj: 1.076 [0.825 1.404] | indivs AUC:0.578 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.075 Lab:292495 LEAD LEVEL - Sunrise:-0.071 Diagnosis:9ccs113:Late eff CVD:0.059 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.057 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.057 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.056 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.056 Diagnosis:9ccs240:Burns:-0.055 Diagnosis:9ccs8:Oth infectns:0.054 Newborn Diagnosis:9ccs222:Perint jaund:-0.054 Vital: Ht-gain13to19 | coef 0.011 95% CI: [0.009 , 0.012] | OR_adj 1.011 [1.009 1.012] | occ: 1378 | OR_unadj: 0.895 [0.685 1.171] | indivs AUC:0.438 Correlated most with: Number of Visits:0.054 Diagnosis:9ccs7:Viral infect:0.053 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.053 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.053 Diagnosis:9ccs163:Other GU dx:0.050 Diagnosis:9ccs133:Oth low resp:0.048 Diagnosis:9ccs257:Ot aftercare:0.046 Diagnosis:9ccs161:Ot dx kidney:0.044 Diagnosis:9ccs96:Hrt valve dx:0.042 Diagnosis:9ccs122:Pneumonia:0.042 Vital: Ht Percentile-gain10to16 | coef 0.011 95% CI: [0.009 , 0.012] | OR_adj 1.011 [1.009 1.012] | occ: 768 | OR_unadj: 0.941 [0.680 1.302] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs125:Bronchitis:-0.077 Lab:295669 BILIRUBIN DIRECT - LMC:-0.069 Diagnosis:9ccs0:No DX:0.063 Diagnosis:9ccs96:Hrt valve dx:-0.062 Diagnosis:9ccs223:Birth trauma:-0.053 Diagnosis:9ccs2:Septicemia:-0.051 Lab:292495 LEAD LEVEL - Sunrise:0.048 Newborn Diagnosis:9ccs213:Cardiac anom:-0.047 Diagnosis:9ccs208:Acq foot def:-0.046 Diagnosis:9ccs213:Cardiac anom:-0.045 Vital: HC-avg3to5 | coef 0.010 95% CI: [0.009 , 0.012] | OR_adj 1.010 [1.009 1.012] | occ: 1129 | OR_unadj: 1.116 [0.845 1.474] | indivs AUC:0.490 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.133 Diagnosis:9ccs219:Low birth wt:-0.093 Newborn Diagnosis:9ccs94:Other ear dx:0.092 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.072 Newborn Diagnosis:9ccs256:Exam/eval:-0.069 Newborn Diagnosis:9ccs200:Oth skin dx:-0.064 Diagnosis:9ccs125:Bronchitis:0.061 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.057 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.057 Newborn Diagnosis:9ccs221:Resp distres:-0.053 * Vital: HC-avg7to10 | coef 0.010 95% CI: [0.009 , 0.012] | OR_adj 1.010 [1.009 1.012] | occ: 1133 | OR_unadj: 1.714 [1.288 2.282] | indivs AUC:0.535 Correlated most with: Diagnosis:9ccs213:Cardiac anom:0.068 Diagnosis:9ccs133:Oth low resp:-0.067 Diagnosis:9ccs123:Influenza:-0.058 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.050 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.050 Newborn Diagnosis:9ccs259:Unclassified:0.048 Diagnosis:9ccs159:UTI:-0.048 Diagnosis:9ccs92:Otitis media:0.043 Diagnosis:9ccs96:Hrt valve dx:0.041 Diagnosis:9ccs197:Skin infectn:-0.040 Vital: HC-avg1to3 | coef 0.010 95% CI: [0.009 , 0.011] | OR_adj 1.010 [1.009 1.011] | occ: 1229 | OR_unadj: 0.920 [0.701 1.208] | indivs AUC:0.492 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.212 Diagnosis:9ccs219:Low birth wt:-0.111 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.099 Newborn Diagnosis:9ccs256:Exam/eval:-0.090 Newborn Diagnosis:9ccs221:Resp distres:-0.079 Newborn Diagnosis:9ccs253:Allergy:-0.077 Diagnosis:9ccs123:Influenza:0.077 Diagnosis:9ccs200:Oth skin dx:0.070 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.061 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.058 Vital: Ht Percentile-gain5to10 | coef 0.010 95% CI: [0.008 , 0.012] | OR_adj 1.010 [1.008 1.013] | occ: 606 | OR_unadj: 0.842 [0.579 1.225] | indivs AUC:0.463 Correlated most with: Diagnosis:9ccs89:Blindness:0.063 Diagnosis:9ccs214:GI cong anom:0.059 Diagnosis:9ccs167:Breast dx:-0.059 Diagnosis:9ccs113:Late eff CVD:-0.053 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.051 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.050 Diagnosis:9ccs211:Ot conn tiss:-0.050 Diagnosis:9ccs247:Lymph enlarg:0.050 Lab:295669 BILIRUBIN DIRECT - LMC:0.049 Diagnosis:9ccs63:Wht blood dx:-0.048 * Vital: HC-avg13to16 | coef 0.010 95% CI: [0.008 , 0.012] | OR_adj 1.010 [1.008 1.012] | occ: 990 | OR_unadj: 1.619 [1.234 2.125] | indivs AUC:0.603 Correlated most with: Diagnosis:9ccs92:Otitis media:0.056 Diagnosis:9ccs90:Eye infectn:0.056 Diagnosis:9ccs253:Allergy:0.053 Diagnosis:9ccs147:Anal/rectal:0.053 Diagnosis:9ccs251:Abdomnl pain:0.051 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.049 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.049 Diagnosis:9ccs223:Birth trauma:-0.046 Diagnosis:9ccs219:Low birth wt:-0.044 Diagnosis:9ccs151:Oth liver dx:-0.043 Vital: HR-avg7to10 | coef 0.010 95% CI: [0.008 , 0.012] | OR_adj 1.010 [1.008 1.012] | occ: 420 | OR_unadj: 0.906 [0.585 1.403] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:0.089 Diagnosis:9ccs217:Ot cong anom:0.086 Diagnosis:9ccs125:Bronchitis:0.082 Diagnosis:9ccs257:Ot aftercare:0.064 Diagnosis:9ccs7:Viral infect:0.063 Diagnosis:9ccs76:Meningitis:-0.063 Diagnosis:9ccs58:Ot nutrit dx:-0.061 Diagnosis:9ccs140:Gastritis:0.061 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.060 Newborn Diagnosis:9ccs222:Perint jaund:0.059 Vital: Ht Percentile-gain7to13 | coef 0.010 95% CI: [0.008 , 0.011] | OR_adj 1.010 [1.008 1.011] | occ: 713 | OR_unadj: 1.104 [0.782 1.559] | indivs AUC:0.479 Correlated most with: Newborn Diagnosis:9ccs94:Other ear dx:-0.072 Diagnosis:9ccs217:Ot cong anom:-0.070 Diagnosis:9ccs124:Tonsillitis:0.066 Diagnosis:10ccs58:Ot nutrit dx:0.065 Diagnosis:9ccs219:Low birth wt:0.064 Diagnosis:9ccs143:Abdom hernia:0.060 Diagnosis:9ccs147:Anal/rectal:0.051 Diagnosis:9ccs74:Ot mentl cnd:0.050 Diagnosis:9ccs2:Septicemia:0.049 Diagnosis:9ccs2603:E Codes: Fall:0.049 Vital: HR-avg19to24 | coef 0.009 95% CI: [0.007 , 0.012] | OR_adj 1.009 [1.007 1.012] | occ: 442 | OR_unadj: 0.945 [0.614 1.454] | indivs AUC:0.567 Correlated most with: Diagnosis:9ccs213:Cardiac anom:-0.072 Diagnosis:9ccs10:Immuniz/scrn:0.060 Diagnosis:10ccs58:Ot nutrit dx:-0.060 Diagnosis:9ccs251:Abdomnl pain:0.055 Diagnosis:9ccs151:Oth liver dx:0.054 Diagnosis:9ccs3:Oth bact inf:0.052 Diagnosis:9ccs96:Hrt valve dx:-0.052 Newborn Diagnosis:9ccs256:Exam/eval:0.051 Diagnosis:9ccs212:Ot bone dx:0.050 Diagnosis:9ccs113:Late eff CVD:0.049 Vital: Ht-avg7to10 | coef 0.009 95% CI: [0.008 , 0.010] | OR_adj 1.009 [1.008 1.010] | occ: 1332 | OR_unadj: 1.262 [0.963 1.654] | indivs AUC:0.531 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.129 Diagnosis:9ccs219:Low birth wt:-0.079 Diagnosis:9ccs238:Complic proc:-0.075 Newborn Diagnosis:9ccs224:Ot perint dx:0.069 Diagnosis:9ccs123:Influenza:0.066 Diagnosis:9ccs208:Acq foot def:0.066 Lab:323825 STREP SCREEN THROAT - Sunrise:0.066 Diagnosis:9ccs200:Oth skin dx:0.056 Diagnosis:9ccs216:Nerv cong an:-0.054 Diagnosis:9ccs74:Ot mentl cnd:-0.051 Vital: HC-gain10to16 | coef 0.009 95% CI: [0.008 , 0.010] | OR_adj 1.009 [1.008 1.010] | occ: 1222 | OR_unadj: 1.142 [0.874 1.492] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs256:Exam/eval:-0.077 Diagnosis:9ccs154:Gastroent:-0.070 Diagnosis:9ccs92:Otitis media:0.056 Diagnosis:9ccs48:Thyroid dsor:0.055 Diagnosis:9ccs250:Nausea/vomit:-0.055 Diagnosis:9ccs10:Immuniz/scrn:-0.054 Diagnosis:9ccs96:Hrt valve dx:-0.053 Diagnosis:9ccs64:Ot hematl dx:-0.050 Diagnosis:9ccs133:Oth low resp:-0.049 Diagnosis:9ccs200:Oth skin dx:-0.049 Vital: HC-gain7to13 | coef 0.009 95% CI: [0.008 , 0.010] | OR_adj 1.009 [1.008 1.010] | occ: 1298 | OR_unadj: 1.240 [0.922 1.668] | indivs AUC:0.586 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:-0.069 Diagnosis:9ccs251:Abdomnl pain:0.066 Diagnosis:9ccs211:Ot conn tiss:0.052 Newborn Diagnosis:9ccs223:Birth trauma:-0.049 Diagnosis:9ccs214:GI cong anom:-0.048 Lab:292495 LEAD LEVEL - Sunrise:-0.046 Diagnosis:9ccs51:Ot endo dsor:-0.045 Diagnosis:9ccs135:Intest infct:0.045 Diagnosis:9ccs222:Perint jaund:0.043 Diagnosis:9ccs96:Hrt valve dx:0.041 * Vital: HC-avg10to13 | coef 0.009 95% CI: [0.008 , 0.010] | OR_adj 1.009 [1.008 1.010] | occ: 1158 | OR_unadj: 1.481 [1.134 1.934] | indivs AUC:0.587 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.064 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.064 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.056 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.056 Diagnosis:9ccs147:Anal/rectal:0.054 Diagnosis:9ccs163:Other GU dx:0.053 Diagnosis:9ccs238:Complic proc:-0.052 Diagnosis:9ccs242:Poisn ot med:0.049 Diagnosis:9ccs90:Eye infectn:0.047 Diagnosis:9ccs92:Otitis media:0.044 Vital: Ht-avg10to13 | coef 0.009 95% CI: [0.008 , 0.010] | OR_adj 1.009 [1.008 1.010] | occ: 1381 | OR_unadj: 1.307 [0.998 1.712] | indivs AUC:0.544 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.118 Diagnosis:9ccs238:Complic proc:-0.074 Diagnosis:9ccs64:Ot hematl dx:0.073 Diagnosis:9ccs208:Acq foot def:0.069 Diagnosis:9ccs2:Septicemia:0.067 Newborn Diagnosis:9ccs215:gu cong anom:0.061 Diagnosis:9ccs219:Low birth wt:-0.057 Diagnosis:9ccs128:Asthma:0.055 Diagnosis:9ccs223:Birth trauma:0.055 Diagnosis:9ccs0:No DX:0.054 Vital: Ht Percentile-avg10to13 | coef 0.009 95% CI: [0.007 , 0.011] | OR_adj 1.009 [1.007 1.011] | occ: 671 | OR_unadj: 1.232 [0.896 1.694] | indivs AUC:0.559 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.102 Diagnosis:9ccs89:Blindness:0.061 Diagnosis:10ccs58:Ot nutrit dx:0.059 Newborn Diagnosis:9ccs221:Resp distres:-0.055 Lab:323825 STREP SCREEN THROAT - Sunrise:0.052 Diagnosis:9ccs256:Exam/eval:0.051 Diagnosis:9ccs55:Fluid/elc dx:0.047 Diagnosis:9ccs135:Intest infct:0.046 Diagnosis:9ccs3:Oth bact inf:0.045 Diagnosis:9ccs59:Anemia:0.045 Vital: HC-avg0to1 | coef 0.009 95% CI: [0.008 , 0.010] | OR_adj 1.009 [1.008 1.010] | occ: 1191 | OR_unadj: 1.052 [0.803 1.378] | indivs AUC:0.538 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.256 Diagnosis:9ccs219:Low birth wt:-0.160 Newborn Diagnosis:9ccs256:Exam/eval:-0.107 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.091 Newborn Diagnosis:9ccs94:Other ear dx:0.089 Newborn Diagnosis:9ccs222:Perint jaund:-0.083 Diagnosis:9ccs63:Wht blood dx:-0.064 Diagnosis:9ccs197:Skin infectn:0.062 Diagnosis:9ccs222:Perint jaund:-0.061 Newborn Diagnosis:9ccs221:Resp distres:-0.061 * Vital: Ht-avg13to16 | coef 0.009 95% CI: [0.007 , 0.011] | OR_adj 1.009 [1.007 1.011] | occ: 1287 | OR_unadj: 1.332 [1.019 1.741] | indivs AUC:0.515 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.120 Diagnosis:9ccs2:Septicemia:0.082 Diagnosis:9ccs58:Ot nutrit dx:-0.073 Diagnosis:9ccs238:Complic proc:-0.071 Diagnosis:9ccs222:Perint jaund:0.059 Newborn Diagnosis:9ccs221:Resp distres:-0.058 Lab:323825 STREP SCREEN THROAT - Sunrise:0.057 Diagnosis:10ccs58:Ot nutrit dx:0.055 Diagnosis:9ccs64:Ot hematl dx:0.055 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.052 Vital: HC-gain13to19 | coef 0.009 95% CI: [0.007 , 0.010] | OR_adj 1.009 [1.007 1.010] | occ: 1080 | OR_unadj: 0.985 [0.755 1.286] | indivs AUC:0.482 Correlated most with: Diagnosis:9ccs128:Asthma:0.079 Newborn Diagnosis:9ccs223:Birth trauma:0.070 Diagnosis:9ccs96:Hrt valve dx:0.058 Diagnosis:9ccs10:Immuniz/scrn:0.055 Diagnosis:9ccs257:Ot aftercare:0.050 Diagnosis:9ccs243:Poisn nonmed:-0.049 Diagnosis:9ccs163:Other GU dx:0.048 Diagnosis:9ccs244:Other injury:0.046 Diagnosis:9ccs240:Burns:0.046 Diagnosis:9ccs122:Pneumonia:0.044 * Vital: Ht-avg16to19 | coef 0.009 95% CI: [0.007 , 0.010] | OR_adj 1.009 [1.007 1.010] | occ: 1265 | OR_unadj: 1.417 [1.082 1.855] | indivs AUC:0.507 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.120 Newborn Diagnosis:9ccs221:Resp distres:-0.072 Diagnosis:9ccs128:Asthma:0.067 Diagnosis:9ccs223:Birth trauma:0.067 Diagnosis:9ccs137:Mouth dx:0.066 Newborn Diagnosis:9ccs215:gu cong anom:0.064 Newborn Diagnosis:9ccs213:Cardiac anom:0.063 Diagnosis:9ccs205:Back problem:-0.060 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.059 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.059 Vital: Ht-latest | coef 0.008 95% CI: [0.007 , 0.010] | OR_adj 1.008 [1.007 1.010] | occ: 1614 | OR_unadj: 1.271 [0.956 1.688] | indivs AUC:0.560 Correlated most with: Number of Visits:0.447 Diagnosis:9ccs10:Immuniz/scrn:0.345 Diagnosis:9ccs126:Ot up rsp in:0.315 Diagnosis:9ccs92:Otitis media:0.265 Diagnosis:9ccs7:Viral infect:0.206 Diagnosis:9ccs257:Ot aftercare:0.188 Diagnosis:9ccs135:Intest infct:0.156 Diagnosis:9ccs90:Eye infectn:0.148 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.138 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.137 Vital: Ht Percentile-avg16to19 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 749 | OR_unadj: 1.248 [0.920 1.693] | indivs AUC:0.505 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:0.081 Newborn Diagnosis:9ccs219:Low birth wt:-0.078 Diagnosis:9ccs128:Asthma:0.071 Diagnosis:9ccs89:Blindness:0.064 Diagnosis:9ccs51:Ot endo dsor:0.060 Newborn Diagnosis:9ccs215:gu cong anom:0.060 Lab:297262 HEMOGLOBIN (HEMOCUE):0.058 Diagnosis:9ccs147:Anal/rectal:0.058 Newborn Diagnosis:9ccs221:Resp distres:-0.053 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.052 Vital: Ht-avg3to5 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1296 | OR_unadj: 0.876 [0.661 1.159] | indivs AUC:0.509 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.251 Newborn Diagnosis:9ccs221:Resp distres:-0.104 Diagnosis:9ccs219:Low birth wt:-0.099 Newborn Diagnosis:9ccs222:Perint jaund:-0.097 Newborn Diagnosis:9ccs256:Exam/eval:-0.091 Diagnosis:9ccs143:Abdom hernia:-0.083 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.077 Newborn Diagnosis:9ccs253:Allergy:-0.076 Newborn Diagnosis:9ccs200:Oth skin dx:-0.075 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.060 Vital: Ht Percentile-gain3to7 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 513 | OR_unadj: 0.862 [0.579 1.284] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs92:Otitis media:0.085 Diagnosis:9ccs136:Teeth dx:0.069 Diagnosis:9ccs74:Ot mentl cnd:0.066 Diagnosis:9ccs113:Late eff CVD:0.062 Diagnosis:9ccs161:Ot dx kidney:0.061 Diagnosis:9ccs59:Anemia:0.060 Diagnosis:9ccs125:Bronchitis:0.058 Diagnosis:9ccs213:Cardiac anom:0.056 Diagnosis:9ccs124:Tonsillitis:0.051 Diagnosis:9ccs126:Ot up rsp in:0.048 Vital: Ht-avg5to7 | coef 0.008 95% CI: [0.007 , 0.009] | OR_adj 1.008 [1.007 1.009] | occ: 1293 | OR_unadj: 1.103 [0.839 1.451] | indivs AUC:0.484 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.219 Newborn Diagnosis:9ccs221:Resp distres:-0.116 Newborn Diagnosis:9ccs222:Perint jaund:-0.087 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.085 Newborn Diagnosis:9ccs200:Oth skin dx:-0.084 Diagnosis:9ccs219:Low birth wt:-0.083 Diagnosis:9ccs124:Tonsillitis:0.072 Diagnosis:9ccs238:Complic proc:-0.071 Newborn Diagnosis:9ccs256:Exam/eval:-0.069 Lab:297262 HEMOGLOBIN (HEMOCUE):0.068 Vital: Ht Percentile-avg7to10 | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 564 | OR_unadj: 1.079 [0.760 1.532] | indivs AUC:0.530 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.104 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.086 Newborn Diagnosis:9ccs221:Resp distres:-0.066 Diagnosis:9ccs167:Breast dx:-0.064 Newborn Diagnosis:9ccs200:Oth skin dx:-0.062 Diagnosis:9ccs168:PID:0.059 Diagnosis:9ccs208:Acq foot def:0.057 Diagnosis:9ccs89:Blindness:0.053 Lab:323825 STREP SCREEN THROAT - Sunrise:0.051 Diagnosis:9ccs74:Ot mentl cnd:-0.049 * Vital: RR-latest | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 725 | OR_unadj: 0.663 [0.457 0.960] | indivs AUC:0.444 Correlated most with: Diagnosis:9ccs151:Oth liver dx:0.128 Diagnosis:9ccs10:Immuniz/scrn:0.079 Diagnosis:9ccs257:Ot aftercare:0.074 Diagnosis:9ccs222:Perint jaund:0.073 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.071 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.071 Newborn Diagnosis:9ccs219:Low birth wt:0.070 Diagnosis:9ccs223:Birth trauma:0.066 Diagnosis:9ccs224:Ot perint dx:0.064 Diagnosis:9ccs128:Asthma:0.063 * Vital: Ht Percentile-avg19to24 | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 916 | OR_unadj: 1.365 [1.025 1.817] | indivs AUC:0.591 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.091 Diagnosis:9ccs128:Asthma:0.079 Diagnosis:9ccs89:Blindness:0.079 Lab:294203 BILIRUBIN TOTAL - LMC:-0.066 Lab:323825 STREP SCREEN THROAT - Sunrise:0.061 Diagnosis:9ccs64:Ot hematl dx:0.061 Newborn Diagnosis:9ccs215:gu cong anom:0.056 Lab:297262 HEMOGLOBIN (HEMOCUE):0.053 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.053 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.053 Vital: Ht Percentile-avg5to7 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 465 | OR_unadj: 1.007 [0.684 1.483] | indivs AUC:0.524 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.108 Newborn Diagnosis:9ccs200:Oth skin dx:-0.081 Newborn Diagnosis:9ccs221:Resp distres:-0.069 Diagnosis:9ccs63:Wht blood dx:0.065 Diagnosis:9ccs222:Perint jaund:0.062 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.060 Diagnosis:9ccs140:Gastritis:-0.058 Diagnosis:9ccs208:Acq foot def:0.058 Diagnosis:9ccs125:Bronchitis:0.056 Number of Visits:0.055 Vital: Ht Percentile-avg3to5 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.009] | occ: 415 | OR_unadj: 0.745 [0.479 1.157] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.097 Diagnosis:9ccs61:Sickle cell:-0.068 Newborn Diagnosis:9ccs253:Allergy:-0.067 Diagnosis:9ccs175:Ot femal gen:0.066 Diagnosis:9ccs168:PID:0.065 Diagnosis:9ccs96:Hrt valve dx:-0.065 Newborn Diagnosis:9ccs200:Oth skin dx:-0.064 Diagnosis:9ccs242:Poisn ot med:0.052 Diagnosis:9ccs258:Other screen:0.049 Diagnosis:9ccs74:Ot mentl cnd:-0.048 Vital: HR-avg10to13 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 403 | OR_unadj: 1.043 [0.671 1.621] | indivs AUC:0.460 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:0.088 Diagnosis:9ccs212:Ot bone dx:0.069 Diagnosis:9ccs7:Viral infect:0.061 Diagnosis:9ccs117:Ot circul dx:0.055 Diagnosis:9ccs251:Abdomnl pain:0.055 Diagnosis:9ccs167:Breast dx:0.053 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.048 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.048 Diagnosis:9ccs140:Gastritis:0.047 Newborn Diagnosis:9ccs217:Ot cong anom:0.047 * Vital: Ht Percentile-gain0to24 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 899 | OR_unadj: 1.356 [1.016 1.808] | indivs AUC:0.595 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.083 Diagnosis:9ccs89:Blindness:0.078 Diagnosis:9ccs128:Asthma:0.077 Lab:294203 BILIRUBIN TOTAL - LMC:-0.064 Lab:323825 STREP SCREEN THROAT - Sunrise:0.062 Diagnosis:9ccs64:Ot hematl dx:0.061 Newborn Diagnosis:9ccs215:gu cong anom:0.055 Diagnosis:9ccs137:Mouth dx:0.055 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.054 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.054 Vital: Ht-avg19to24 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1340 | OR_unadj: 1.266 [0.970 1.652] | indivs AUC:0.550 Correlated most with: Diagnosis:9ccs128:Asthma:0.088 Number of Visits:0.085 Newborn Diagnosis:9ccs219:Low birth wt:-0.084 Diagnosis:9ccs200:Oth skin dx:0.083 Diagnosis:9ccs64:Ot hematl dx:0.074 Diagnosis:9ccs259:Unclassified:0.068 Lab:323825 STREP SCREEN THROAT - Sunrise:0.067 Diagnosis:9ccs2603:E Codes: Fall:0.065 Newborn Diagnosis:9ccs200:Oth skin dx:-0.058 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.056 Vital: Ht Percentile-gain1to5 | coef 0.006 95% CI: [0.006 , 0.007] | OR_adj 1.006 [1.006 1.007] | occ: 465 | OR_unadj: 0.736 [0.477 1.135] | indivs AUC:0.478 Correlated most with: Diagnosis:9ccs242:Poisn ot med:0.066 Diagnosis:9ccs140:Gastritis:-0.061 Diagnosis:9ccs48:Thyroid dsor:-0.060 Diagnosis:9ccs96:Hrt valve dx:-0.058 Newborn Diagnosis:9ccs222:Perint jaund:0.056 Diagnosis:9ccs213:Cardiac anom:-0.051 Diagnosis:9ccs47:Ot bnign neo:-0.048 Diagnosis:9ccs151:Oth liver dx:-0.042 Diagnosis:9ccs163:Other GU dx:0.042 Diagnosis:9ccs224:Ot perint dx:-0.041 Vital: Ht Percentile-avg13to16 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 688 | OR_unadj: 1.313 [0.962 1.791] | indivs AUC:0.508 Correlated most with: Diagnosis:10ccs58:Ot nutrit dx:0.089 Lab:323825 STREP SCREEN THROAT - Sunrise:0.084 Newborn Diagnosis:9ccs219:Low birth wt:-0.082 Newborn Diagnosis:9ccs221:Resp distres:-0.071 Diagnosis:9ccs242:Poisn ot med:0.066 Diagnosis:9ccs2603:E Codes: Fall:0.060 Diagnosis:9ccs90:Eye infectn:0.058 Newborn Diagnosis:9ccs200:Oth skin dx:-0.057 Newborn Diagnosis:9ccs224:Ot perint dx:0.053 Diagnosis:9ccs167:Breast dx:-0.050 Vital: HR-avg13to16 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 363 | OR_unadj: 1.048 [0.669 1.642] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs140:Gastritis:0.111 Diagnosis:9ccs240:Burns:0.076 Diagnosis:9ccs168:PID:0.074 Diagnosis:9ccs10:Immuniz/scrn:0.068 Diagnosis:9ccs163:Other GU dx:0.068 Diagnosis:9ccs257:Ot aftercare:0.065 Diagnosis:9ccs159:UTI:0.062 Diagnosis:9ccs234:Crush injury:0.055 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.054 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.054 Vital: Ht Percentile-gain0to3 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 390 | OR_unadj: 0.716 [0.445 1.152] | indivs AUC:0.420 Correlated most with: Diagnosis:9ccs95:Oth nerv dx:-0.060 Diagnosis:9ccs122:Pneumonia:0.055 Diagnosis:9ccs200:Oth skin dx:0.051 Diagnosis:9ccs161:Ot dx kidney:0.050 Diagnosis:9ccs89:Blindness:0.048 Diagnosis:9ccs113:Late eff CVD:0.047 Diagnosis:9ccs47:Ot bnign neo:0.043 Diagnosis:9ccs48:Thyroid dsor:0.042 Lab:323825 STREP SCREEN THROAT - Sunrise:0.041 Diagnosis:9ccs175:Ot femal gen:0.040 Vital: Ht Percentile-avg1to3 | coef 0.006 95% CI: [0.005 , 0.006] | OR_adj 1.006 [1.005 1.006] | occ: 375 | OR_unadj: 0.643 [0.396 1.043] | indivs AUC:0.469 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:-0.107 Newborn Diagnosis:9ccs200:Oth skin dx:-0.076 Diagnosis:9ccs208:Acq foot def:0.072 Diagnosis:9ccs168:PID:0.066 Diagnosis:9ccs8:Oth infectns:0.066 Diagnosis:9ccs224:Ot perint dx:0.063 Diagnosis:9ccs211:Ot conn tiss:0.061 Diagnosis:9ccs200:Oth skin dx:0.058 Diagnosis:9ccs51:Ot endo dsor:0.055 Diagnosis:9ccs219:Low birth wt:-0.052 Vital: HR-avg1to3 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 273 | OR_unadj: 0.877 [0.537 1.434] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs117:Ot circul dx:0.089 Diagnosis:9ccs259:Unclassified:0.080 Diagnosis:9ccs214:GI cong anom:-0.079 Diagnosis:9ccs167:Breast dx:0.072 Newborn Diagnosis:9ccs256:Exam/eval:0.072 Diagnosis:9ccs244:Other injury:0.063 Diagnosis:9ccs122:Pneumonia:-0.062 Newborn Diagnosis:9ccs219:Low birth wt:0.060 Diagnosis:9ccs10:Immuniz/scrn:0.057 Diagnosis:9ccs198:Ot infl skin:0.057 * Vital: HC-avg19to24 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 917 | OR_unadj: 1.767 [1.333 2.341] | indivs AUC:0.534 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.119 Diagnosis:9ccs83:Epilepsy/cnv:-0.101 Diagnosis:9ccs90:Eye infectn:0.070 Diagnosis:9ccs94:Other ear dx:-0.063 Diagnosis:9ccs247:Lymph enlarg:0.062 Diagnosis:9ccs208:Acq foot def:-0.052 Diagnosis:9ccs253:Allergy:0.051 Diagnosis:9ccs238:Complic proc:-0.051 Diagnosis:9ccs89:Blindness:0.051 Diagnosis:9ccs205:Back problem:0.048 Vital: Ht-gain0to24 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1325 | OR_unadj: 1.215 [0.931 1.585] | indivs AUC:0.551 Correlated most with: Diagnosis:9ccs200:Oth skin dx:0.088 Newborn Diagnosis:9ccs219:Low birth wt:-0.087 Diagnosis:9ccs128:Asthma:0.083 Number of Visits:0.082 Diagnosis:9ccs64:Ot hematl dx:0.075 Diagnosis:9ccs259:Unclassified:0.072 Lab:323825 STREP SCREEN THROAT - Sunrise:0.067 Diagnosis:9ccs2603:E Codes: Fall:0.062 Diagnosis:9ccs137:Mouth dx:0.056 Diagnosis:9ccs134:Ot uppr resp:0.055 Vital: HR-avg16to19 | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 364 | OR_unadj: 0.933 [0.582 1.496] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs240:Burns:0.086 Diagnosis:9ccs217:Ot cong anom:0.077 Diagnosis:9ccs161:Ot dx kidney:0.073 Diagnosis:9ccs63:Wht blood dx:0.071 Diagnosis:9ccs90:Eye infectn:0.071 Diagnosis:9ccs219:Low birth wt:0.070 Diagnosis:9ccs159:UTI:0.063 Diagnosis:9ccs91:Other eye dx:0.061 Diagnosis:9ccs251:Abdomnl pain:0.056 Diagnosis:9ccs10:Immuniz/scrn:0.054 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1058 | OR_unadj: 1.146 [0.865 1.519] | indivs AUC:0.509 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.999 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.278 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.277 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.188 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.187 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.163 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.162 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.153 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.151 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1057 | OR_unadj: 1.248 [0.940 1.656] | indivs AUC:0.485 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.999 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.466 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.465 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.360 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.360 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.255 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.254 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.241 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.239 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest | coef 0.005 95% CI: [0.005 , 0.006] | OR_adj 1.005 [1.005 1.006] | occ: 1060 | OR_unadj: 1.261 [0.951 1.673] | indivs AUC:0.492 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.999 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.466 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.466 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.360 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.360 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.255 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.252 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.241 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.239 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1060 | OR_unadj: 1.433 [1.080 1.900] | indivs AUC:0.564 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.991 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.523 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.516 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.497 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.490 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.476 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.470 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.399 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.394 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1055 | OR_unadj: 1.153 [0.870 1.529] | indivs AUC:0.515 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.999 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.277 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.276 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.188 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.188 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.164 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.164 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.153 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.153 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1057 | OR_unadj: 1.438 [1.084 1.906] | indivs AUC:0.568 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.991 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.521 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.520 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.495 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.493 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.475 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.474 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.397 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.397 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1046 | OR_unadj: 1.400 [1.051 1.866] | indivs AUC:0.527 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.998 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.466 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.465 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.381 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.379 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.268 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.267 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.219 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.217 Vital: HR-avg5to7 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 274 | OR_unadj: 0.881 [0.526 1.476] | indivs AUC:0.533 Correlated most with: Newborn Diagnosis:9ccs94:Other ear dx:-0.077 Newborn Diagnosis:9ccs221:Resp distres:0.075 Diagnosis:9ccs125:Bronchitis:0.073 Diagnosis:9ccs244:Other injury:0.068 Diagnosis:9ccs135:Intest infct:0.068 Diagnosis:9ccs10:Immuniz/scrn:0.065 Number of Visits:0.065 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.063 Diagnosis:9ccs128:Asthma:0.062 Diagnosis:9ccs90:Eye infectn:0.059 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 997 | OR_unadj: 1.196 [0.884 1.617] | indivs AUC:0.502 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.999 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.459 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.457 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.450 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.449 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.403 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.402 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.342 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.339 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1013 | OR_unadj: 0.877 [0.644 1.195] | indivs AUC:0.488 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:1.000 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.587 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.586 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.582 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.581 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.483 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.481 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.476 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.474 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1055 | OR_unadj: 1.275 [0.954 1.704] | indivs AUC:0.584 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.299 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.296 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.278 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.277 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.270 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.269 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.250 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.249 * Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1043 | OR_unadj: 1.400 [1.051 1.866] | indivs AUC:0.532 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.998 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.466 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.466 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.380 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.380 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.267 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.267 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.218 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.217 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1053 | OR_unadj: 1.251 [0.935 1.674] | indivs AUC:0.578 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.299 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.296 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.278 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.277 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.270 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.269 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.250 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.249 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1010 | OR_unadj: 0.881 [0.647 1.199] | indivs AUC:0.494 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.587 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.586 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.582 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.581 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.482 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.481 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.475 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.474 Vital: HR-avg0to1 | coef 0.005 95% CI: [0.002 , 0.007] | OR_adj 1.005 [1.002 1.007] | occ: 209 | OR_unadj: 0.618 [0.317 1.205] | indivs AUC:0.448 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:-0.137 Newborn Diagnosis:9ccs253:Allergy:0.094 Diagnosis:9ccs224:Ot perint dx:0.052 Lab:295669 BILIRUBIN DIRECT - LMC:-0.051 Diagnosis:9ccs175:Ot femal gen:-0.050 Diagnosis:9ccs151:Oth liver dx:-0.050 Diagnosis:9ccs91:Other eye dx:0.049 Diagnosis:9ccs96:Hrt valve dx:0.049 Diagnosis:9ccs76:Meningitis:-0.047 Diagnosis:9ccs10:Immuniz/scrn:0.045 Vital: Ht Percentile-avg0to1 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 307 | OR_unadj: 0.763 [0.457 1.274] | indivs AUC:0.527 Correlated most with: Diagnosis:9ccs211:Ot conn tiss:0.085 Newborn Diagnosis:9ccs200:Oth skin dx:-0.084 Newborn Diagnosis:9ccs219:Low birth wt:-0.074 Lab:294203 BILIRUBIN TOTAL - LMC:-0.074 Diagnosis:9ccs140:Gastritis:0.066 Diagnosis:9ccs168:PID:0.060 Diagnosis:9ccs208:Acq foot def:0.060 Diagnosis:9ccs224:Ot perint dx:0.059 Diagnosis:9ccs8:Oth infectns:0.055 Diagnosis:9ccs94:Other ear dx:0.052 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 994 | OR_unadj: 1.205 [0.891 1.630] | indivs AUC:0.509 Correlated most with: Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:1.000 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.999 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.458 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.457 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.449 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.448 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.403 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.402 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.342 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.341 Vital: HR-avg3to5 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 237 | OR_unadj: 0.904 [0.524 1.561] | indivs AUC:0.523 Correlated most with: Newborn Diagnosis:9ccs256:Exam/eval:0.091 Diagnosis:9ccs167:Breast dx:0.081 MatDeliveryAge:0.068 Newborn Diagnosis:9ccs221:Resp distres:0.067 Diagnosis:9ccs161:Ot dx kidney:0.066 Newborn Diagnosis:9ccs223:Birth trauma:-0.064 Diagnosis:9ccs74:Ot mentl cnd:-0.061 Diagnosis:9ccs7:Viral infect:0.054 Newborn Diagnosis:9ccs215:gu cong anom:0.054 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.053 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1060 | OR_unadj: 1.146 [0.862 1.522] | indivs AUC:0.533 Correlated most with: Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.394 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.393 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.391 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.391 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.381 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.380 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.340 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.340 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1060 | OR_unadj: 0.956 [0.714 1.280] | indivs AUC:0.475 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.695 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.695 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.654 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.654 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.635 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.635 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.350 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.350 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1057 | OR_unadj: 1.125 [0.846 1.496] | indivs AUC:0.529 Correlated most with: Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:1.000 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.394 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.393 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.391 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.391 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.380 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.379 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.341 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.340 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth | coef 0.004 95% CI: [0.004 , 0.004] | OR_adj 1.004 [1.004 1.004] | occ: 1057 | OR_unadj: 0.956 [0.714 1.280] | indivs AUC:0.483 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.696 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.694 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.655 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.654 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.635 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.634 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.351 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.350 * Vital: HC-gain0to24 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 903 | OR_unadj: 1.731 [1.303 2.298] | indivs AUC:0.539 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:-0.120 Diagnosis:9ccs83:Epilepsy/cnv:-0.102 Diagnosis:9ccs90:Eye infectn:0.069 Diagnosis:9ccs94:Other ear dx:-0.066 Diagnosis:9ccs247:Lymph enlarg:0.058 Diagnosis:9ccs208:Acq foot def:-0.052 Diagnosis:9ccs89:Blindness:0.051 Diagnosis:9ccs238:Complic proc:-0.051 Diagnosis:9ccs253:Allergy:0.050 Diagnosis:9ccs205:Back problem:0.049 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1059 | OR_unadj: 1.147 [0.861 1.527] | indivs AUC:0.541 Correlated most with: Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:1.000 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.999 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.731 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.731 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.655 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.652 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.635 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.634 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.608 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.605 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1056 | OR_unadj: 1.154 [0.867 1.537] | indivs AUC:0.546 Correlated most with: Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:1.000 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.999 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.731 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.730 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.656 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.654 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.636 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.635 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.609 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.607 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1058 | OR_unadj: 1.063 [0.788 1.433] | indivs AUC:0.492 Correlated most with: Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:1.000 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.998 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.731 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.730 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.718 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.714 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.708 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.704 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.652 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.650 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1055 | OR_unadj: 1.063 [0.788 1.433] | indivs AUC:0.501 Correlated most with: Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:1.000 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.998 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.731 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.731 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.719 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.718 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.710 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.708 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.653 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.652 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1059 | OR_unadj: 1.048 [0.775 1.417] | indivs AUC:0.436 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.999 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.930 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.928 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.769 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.768 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.706 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.705 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.665 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.663 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1056 | OR_unadj: 1.052 [0.778 1.422] | indivs AUC:0.441 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.999 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.930 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.928 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.769 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.767 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.706 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.704 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.664 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.663 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1060 | OR_unadj: 0.950 [0.691 1.307] | indivs AUC:0.516 Correlated most with: Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:1.000 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.997 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.915 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.912 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.722 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.719 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.714 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.711 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.710 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.708 Vital: RR-avg7to10 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 231 | OR_unadj: 0.785 [0.423 1.459] | indivs AUC:0.514 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:0.128 Diagnosis:9ccs125:Bronchitis:0.117 Diagnosis:9ccs257:Ot aftercare:0.095 Diagnosis:9ccs90:Eye infectn:0.083 Diagnosis:9ccs7:Viral infect:0.081 Diagnosis:9ccs247:Lymph enlarg:0.073 Diagnosis:9ccs133:Oth low resp:0.062 Diagnosis:9ccs134:Ot uppr resp:0.061 Lab:323825 STREP SCREEN THROAT - Sunrise:0.061 MatDeliveryAge:0.058 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1059 | OR_unadj: 1.001 [0.752 1.332] | indivs AUC:0.494 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.999 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.933 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.931 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.722 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.720 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.710 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.708 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.689 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.687 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1057 | OR_unadj: 0.957 [0.702 1.304] | indivs AUC:0.506 Correlated most with: Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:1.000 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.997 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.914 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.912 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.721 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.719 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.713 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.711 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.709 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.708 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.004] | occ: 1056 | OR_unadj: 0.986 [0.740 1.313] | indivs AUC:0.488 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.999 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.933 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.931 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.721 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.720 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.709 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.708 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.688 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.686 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1060 | OR_unadj: 1.111 [0.830 1.488] | indivs AUC:0.504 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.997 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.947 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.944 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.769 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.767 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.760 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.757 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.714 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.711 Vital: RR-avg10to13 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 215 | OR_unadj: 1.323 [0.778 2.248] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs128:Asthma:0.108 Diagnosis:9ccs48:Thyroid dsor:0.088 Diagnosis:9ccs10:Immuniz/scrn:0.083 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.081 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.081 Diagnosis:9ccs234:Crush injury:0.073 Diagnosis:9ccs7:Viral infect:0.071 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.049 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.049 Lab:323825 STREP SCREEN THROAT - Sunrise:0.047 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1057 | OR_unadj: 1.115 [0.833 1.493] | indivs AUC:0.511 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:1.000 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.997 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.947 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.945 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.769 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.768 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.759 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.757 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.713 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.711 Vital: RR-avg16to19 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 154 | OR_unadj: 1.347 [0.768 2.362] | indivs AUC:0.513 Correlated most with: Diagnosis:9ccs240:Burns:0.091 Diagnosis:9ccs125:Bronchitis:0.057 Diagnosis:9ccs95:Oth nerv dx:-0.053 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.052 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.051 Diagnosis:9ccs239:Superfic inj:0.051 Diagnosis:9ccs2:Septicemia:0.051 Diagnosis:9ccs133:Oth low resp:0.050 Diagnosis:9ccs123:Influenza:0.049 Diagnosis:9ccs197:Skin infectn:0.041 Census:Percent; Estimate; Percent high school graduate or higher-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1060 | OR_unadj: 1.130 [0.854 1.496] | indivs AUC:0.496 Correlated most with: Census:Percent; Estimate; Percent high school graduate or higher-latest:1.000 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.933 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.931 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.915 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.912 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.779 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.776 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.760 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.757 Census:Percent; Estimate; Percent bachelor's degree or higher-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1059 | OR_unadj: 1.050 [0.773 1.426] | indivs AUC:0.466 Correlated most with: Census:Percent; Estimate; Percent bachelor's degree or higher-latest:1.000 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.998 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.947 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.945 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.930 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.928 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.779 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.776 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.722 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.722 Census:Percent; Estimate; Percent high school graduate or higher-birth | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1057 | OR_unadj: 1.134 [0.857 1.501] | indivs AUC:0.502 Correlated most with: Census:Percent; Estimate; Percent high school graduate or higher-birth:1.000 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.998 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.933 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.931 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.914 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.912 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.778 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.776 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.759 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.757 Vital: RR-avg19to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 166 | OR_unadj: 0.936 [0.487 1.798] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs123:Influenza:0.137 Diagnosis:9ccs59:Anemia:0.100 Diagnosis:9ccs89:Blindness:0.069 Diagnosis:9ccs168:PID:0.053 Diagnosis:9ccs151:Oth liver dx:0.052 Lab:294203 BILIRUBIN TOTAL - LMC:-0.050 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.050 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.049 Diagnosis:9ccs222:Perint jaund:0.047 Diagnosis:9ccs141:Ot dx stomch:-0.045 Census:Percent; Estimate; Percent bachelor's degree or higher-birth | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1056 | OR_unadj: 1.054 [0.776 1.431] | indivs AUC:0.473 Correlated most with: Census:Percent; Estimate; Percent bachelor's degree or higher-birth:1.000 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.998 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.947 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.944 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.930 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.928 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.778 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.776 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.721 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.721 * Vital: RR-avg5to7 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 164 | OR_unadj: 0.339 [0.136 0.845] | indivs AUC:0.492 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.128 Number of Visits:0.095 Diagnosis:9ccs10:Immuniz/scrn:0.092 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.086 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.086 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.070 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.070 Diagnosis:9ccs135:Intest infct:0.068 Diagnosis:9ccs0:No DX:0.065 Diagnosis:9ccs128:Asthma:0.062 Diagnosis:9ccs7:Viral infect | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 718 | OR_unadj: 0.855 [0.651 1.122] | indivs AUC:0.467 Correlated most with: Diagnosis:9ccs7:Viral infect:1.000 Number of Visits:0.408 Diagnosis:9ccs126:Ot up rsp in:0.236 Diagnosis:9ccs10:Immuniz/scrn:0.207 Diagnosis:9ccs90:Eye infectn:0.205 Diagnosis:9ccs255:Social admin:0.187 Diagnosis:9ccs133:Oth low resp:0.182 Diagnosis:9ccs92:Otitis media:0.174 Diagnosis:9ccs257:Ot aftercare:0.169 Diagnosis:9ccs125:Bronchitis:0.159 Vital: RR-avg0to1 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.003] | occ: 140 | OR_unadj: 0.974 [0.474 2.002] | indivs AUC:0.496 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:-0.086 Diagnosis:9ccs224:Ot perint dx:0.079 Diagnosis:9ccs175:Ot femal gen:-0.064 Diagnosis:9ccs143:Abdom hernia:-0.049 Diagnosis:9ccs126:Ot up rsp in:-0.044 Diagnosis:9ccs10:Immuniz/scrn:0.041 Diagnosis:9ccs74:Ot mentl cnd:-0.040 Diagnosis:9ccs219:Low birth wt:0.038 Newborn Diagnosis:9ccs222:Perint jaund:-0.037 Diagnosis:9ccs215:gu cong anom:-0.036 Vital: RR-avg1to3 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 162 | OR_unadj: 1.250 [0.715 2.185] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs250:Nausea/vomit:-0.097 Newborn Diagnosis:9ccs219:Low birth wt:0.092 Diagnosis:9ccs74:Ot mentl cnd:0.089 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.085 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.085 Diagnosis:9ccs153:GI hemorrhag:0.084 Newborn Diagnosis:9ccs259:Unclassified:0.072 Diagnosis:9ccs143:Abdom hernia:-0.070 Diagnosis:9ccs8:Oth infectns:-0.069 Diagnosis:9ccs7:Viral infect:0.067 Vital: RR-avg13to16 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 163 | OR_unadj: 0.770 [0.363 1.632] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs125:Bronchitis:0.100 Diagnosis:9ccs141:Ot dx stomch:-0.093 Diagnosis:9ccs257:Ot aftercare:0.068 Diagnosis:9ccs113:Late eff CVD:-0.060 Diagnosis:9ccs128:Asthma:0.058 Diagnosis:9ccs247:Lymph enlarg:0.057 Diagnosis:9ccs95:Oth nerv dx:-0.056 Diagnosis:9ccs91:Other eye dx:0.051 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.051 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.051 Vital: RR-avg3to5 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 144 | OR_unadj: 0.813 [0.383 1.729] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs128:Asthma:0.103 Diagnosis:9ccs219:Low birth wt:0.083 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.073 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.073 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.071 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.071 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.070 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.070 Diagnosis:9ccs0:No DX:0.066 Diagnosis:9ccs125:Bronchitis:0.061 Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 116 | OR_unadj: 1.341 [0.705 2.553] | indivs AUC:0.522 Correlated most with: Lab:295669 BILIRUBIN DIRECT - LMC:1.000 Lab:294203 BILIRUBIN TOTAL - LMC:0.191 Diagnosis:9ccs234:Crush injury:-0.085 Diagnosis:9ccs140:Gastritis:-0.082 Diagnosis:9ccs223:Birth trauma:0.079 Diagnosis:9ccs76:Meningitis:-0.072 Diagnosis:9ccs61:Sickle cell:0.070 Diagnosis:9ccs113:Late eff CVD:0.060 Diagnosis:9ccs151:Oth liver dx:0.058 Diagnosis:9ccs224:Ot perint dx:-0.058 Diagnosis:9ccs90:Eye infectn | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 400 | OR_unadj: 1.181 [0.871 1.601] | indivs AUC:0.560 Correlated most with: Diagnosis:9ccs90:Eye infectn:1.000 Number of Visits:0.286 Diagnosis:9ccs92:Otitis media:0.231 Diagnosis:9ccs7:Viral infect:0.205 Diagnosis:9ccs126:Ot up rsp in:0.191 Diagnosis:9ccs10:Immuniz/scrn:0.143 Diagnosis:9ccs125:Bronchitis:0.129 Diagnosis:9ccs255:Social admin:0.125 Diagnosis:9ccs133:Oth low resp:0.117 Diagnosis:9ccs135:Intest infct:0.112 Diagnosis:9ccs253:Allergy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 840 | OR_unadj: 0.970 [0.744 1.266] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs253:Allergy:1.000 Number of Visits:0.271 Diagnosis:9ccs255:Social admin:0.212 Diagnosis:9ccs200:Oth skin dx:0.201 Diagnosis:9ccs10:Immuniz/scrn:0.179 Diagnosis:9ccs4:Mycoses:0.177 Diagnosis:9ccs126:Ot up rsp in:0.157 Diagnosis:9ccs257:Ot aftercare:0.157 Diagnosis:9ccs7:Viral infect:0.155 Diagnosis:9ccs239:Superfic inj:0.139 * Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1406 | OR_unadj: 0.719 [0.517 0.999] | indivs AUC:0.515 Correlated most with: Diagnosis:9ccs10:Immuniz/scrn:1.000 Diagnosis:9ccs255:Social admin:0.458 Diagnosis:9ccs126:Ot up rsp in:0.312 Number of Visits:0.277 Diagnosis:9ccs7:Viral infect:0.207 Diagnosis:9ccs257:Ot aftercare:0.194 Diagnosis:9ccs92:Otitis media:0.191 Diagnosis:9ccs253:Allergy:0.179 Diagnosis:9ccs135:Intest infct:0.147 Diagnosis:9ccs90:Eye infectn:0.143 Diagnosis:9ccs257:Ot aftercare | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 730 | OR_unadj: 0.962 [0.735 1.259] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs257:Ot aftercare:1.000 Number of Visits:0.325 Diagnosis:9ccs126:Ot up rsp in:0.228 Diagnosis:9ccs92:Otitis media:0.226 Diagnosis:9ccs125:Bronchitis:0.216 Diagnosis:9ccs10:Immuniz/scrn:0.194 Diagnosis:9ccs255:Social admin:0.190 Diagnosis:9ccs7:Viral infect:0.169 Diagnosis:9ccs253:Allergy:0.157 Diagnosis:9ccs128:Asthma:0.152 * Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 174 | OR_unadj: 0.582 [0.346 0.978] | indivs AUC:0.466 Correlated most with: Diagnosis:9ccs222:Perint jaund:1.000 Diagnosis:9ccs151:Oth liver dx:0.187 Lab:294203 BILIRUBIN TOTAL - LMC:-0.151 Newborn Diagnosis:9ccs222:Perint jaund:0.115 Diagnosis:9ccs155:Other GI dx:0.090 Diagnosis:9ccs257:Ot aftercare:0.087 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.077 Diagnosis:9ccs154:Gastroent:0.075 Diagnosis:9ccs242:Poisn ot med:0.069 Diagnosis:9ccs250:Nausea/vomit:0.069 Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 115 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.512 Correlated most with: Lab:294203 BILIRUBIN TOTAL - LMC:1.000 Lab:295669 BILIRUBIN DIRECT - LMC:0.191 Diagnosis:9ccs222:Perint jaund:-0.151 Diagnosis:9ccs151:Oth liver dx:-0.128 Diagnosis:9ccs58:Ot nutrit dx:0.092 Diagnosis:9ccs234:Crush injury:-0.080 Diagnosis:9ccs89:Blindness:-0.064 Census:Percent; Estimate; Percent high school graduate or higher-birth:0.056 Census:Percent; Estimate; Percent high school graduate or higher-latest:0.056 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.054 Diagnosis:9ccs239:Superfic inj | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.002] | occ: 152 | OR_unadj: 0.949 [0.591 1.522] | indivs AUC:0.469 Correlated most with: Diagnosis:9ccs239:Superfic inj:1.000 Number of Visits:0.203 Diagnosis:9ccs253:Allergy:0.139 Diagnosis:9ccs200:Oth skin dx:0.138 Diagnosis:9ccs155:Other GI dx:0.136 Diagnosis:9ccs256:Exam/eval:0.120 Diagnosis:9ccs126:Ot up rsp in:0.114 Diagnosis:9ccs133:Oth low resp:0.112 Diagnosis:9ccs7:Viral infect:0.107 Diagnosis:9ccs214:GI cong anom:0.097 Diagnosis:9ccs217:Ot cong anom | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 148 | OR_unadj: 0.870 [0.532 1.422] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs217:Ot cong anom:1.000 Diagnosis:9ccs89:Blindness:0.259 Diagnosis:9ccs91:Other eye dx:0.181 Diagnosis:9ccs47:Ot bnign neo:0.154 Diagnosis:9ccs95:Oth nerv dx:0.112 Number of Visits:0.110 Diagnosis:9ccs257:Ot aftercare:0.107 Diagnosis:9ccs10:Immuniz/scrn:0.102 Diagnosis:9ccs216:Nerv cong an:0.101 Diagnosis:9ccs74:Ot mentl cnd:0.099 Diagnosis:9ccs135:Intest infct | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 394 | OR_unadj: 1.151 [0.847 1.565] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs135:Intest infct:1.000 Number of Visits:0.310 Diagnosis:9ccs126:Ot up rsp in:0.190 Diagnosis:9ccs92:Otitis media:0.183 Diagnosis:9ccs7:Viral infect:0.156 Diagnosis:9ccs10:Immuniz/scrn:0.147 Diagnosis:9ccs125:Bronchitis:0.131 Diagnosis:9ccs253:Allergy:0.129 Diagnosis:9ccs255:Social admin:0.124 Diagnosis:9ccs257:Ot aftercare:0.120 Diagnosis:9ccs256:Exam/eval | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 129 | OR_unadj: 0.612 [0.339 1.102] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs256:Exam/eval:1.000 Number of Visits:0.179 Diagnosis:9ccs133:Oth low resp:0.146 Diagnosis:9ccs200:Oth skin dx:0.140 Diagnosis:9ccs239:Superfic inj:0.120 Diagnosis:9ccs155:Other GI dx:0.112 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.099 Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.099 Diagnosis:9ccs7:Viral infect:0.092 Diagnosis:9ccs58:Ot nutrit dx:0.090 Diagnosis:9ccs155:Other GI dx | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 446 | OR_unadj: 0.796 [0.581 1.090] | indivs AUC:0.428 Correlated most with: Diagnosis:9ccs155:Other GI dx:1.000 Number of Visits:0.304 Diagnosis:9ccs200:Oth skin dx:0.168 Diagnosis:9ccs7:Viral infect:0.153 Diagnosis:9ccs126:Ot up rsp in:0.144 Diagnosis:9ccs239:Superfic inj:0.136 Diagnosis:9ccs10:Immuniz/scrn:0.130 Diagnosis:9ccs250:Nausea/vomit:0.124 Diagnosis:9ccs133:Oth low resp:0.116 Diagnosis:9ccs91:Other eye dx:0.113 Diagnosis:9ccs198:Ot infl skin | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 195 | OR_unadj: 0.769 [0.490 1.205] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs198:Ot infl skin:1.000 Diagnosis:9ccs253:Allergy:0.131 Diagnosis:9ccs200:Oth skin dx:0.104 Diagnosis:9ccs94:Other ear dx:0.084 Diagnosis:9ccs133:Oth low resp:0.084 Number of Visits:0.083 Diagnosis:9ccs211:Ot conn tiss:0.081 Diagnosis:9ccs61:Sickle cell:0.075 Diagnosis:9ccs257:Ot aftercare:0.075 Diagnosis:9ccs259:Unclassified:0.074 Diagnosis:9ccs122:Pneumonia | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 123 | OR_unadj: 1.174 [0.719 1.916] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs122:Pneumonia:1.000 Number of Visits:0.235 Diagnosis:9ccs128:Asthma:0.211 Diagnosis:9ccs125:Bronchitis:0.164 Diagnosis:9ccs133:Oth low resp:0.161 Diagnosis:9ccs127:COPD:0.147 Diagnosis:9ccs92:Otitis media:0.145 Diagnosis:9ccs126:Ot up rsp in:0.115 Diagnosis:9ccs59:Anemia:0.103 Diagnosis:9ccs90:Eye infectn:0.091 Diagnosis:9ccs0:No DX | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 84 | OR_unadj: 0.664 [0.328 1.344] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs0:No DX:1.000 Diagnosis:9ccs10:Immuniz/scrn:0.104 Diagnosis:9ccs159:UTI:0.067 Diagnosis:9ccs123:Influenza:0.066 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.062 Diagnosis:9ccs250:Nausea/vomit:-0.054 Diagnosis:9ccs243:Poisn nonmed:0.053 Diagnosis:9ccs212:Ot bone dx:0.046 Newborn Diagnosis:9ccs224:Ot perint dx:-0.044 Diagnosis:9ccs59:Anemia:0.043 Diagnosis:9ccs4:Mycoses | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 178 | OR_unadj: 0.912 [0.584 1.423] | indivs AUC:0.473 Correlated most with: Diagnosis:9ccs4:Mycoses:1.000 Diagnosis:9ccs253:Allergy:0.177 Number of Visits:0.151 Diagnosis:9ccs200:Oth skin dx:0.102 Diagnosis:9ccs7:Viral infect:0.077 Diagnosis:9ccs256:Exam/eval:0.076 Diagnosis:9ccs126:Ot up rsp in:0.072 Diagnosis:9ccs197:Skin infectn:0.071 Diagnosis:9ccs255:Social admin:0.068 Diagnosis:9ccs239:Superfic inj:0.068 * Newborn Diagnosis:9ccs256:Exam/eval | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 105 | OR_unadj: 1.637 [1.010 2.653] | indivs AUC:0.517 Correlated most with: Newborn Diagnosis:9ccs256:Exam/eval:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.306 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.206 Newborn Diagnosis:9ccs221:Resp distres:0.197 Newborn Diagnosis:9ccs222:Perint jaund:0.192 Diagnosis:9ccs219:Low birth wt:0.187 Newborn Diagnosis:9ccs224:Ot perint dx:0.127 Newborn Diagnosis:9ccs253:Allergy:0.108 Newborn Diagnosis:9ccs223:Birth trauma:0.089 Diagnosis:9ccs61:Sickle cell:0.082 Diagnosis:9ccs94:Other ear dx | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 136 | OR_unadj: 0.734 [0.428 1.260] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs94:Other ear dx:1.000 Number of Visits:0.213 Diagnosis:9ccs113:Late eff CVD:0.141 Diagnosis:9ccs126:Ot up rsp in:0.123 Diagnosis:9ccs74:Ot mentl cnd:0.111 Diagnosis:9ccs155:Other GI dx:0.100 Diagnosis:9ccs257:Ot aftercare:0.099 Diagnosis:9ccs135:Intest infct:0.095 Diagnosis:9ccs239:Superfic inj:0.090 Diagnosis:9ccs128:Asthma:0.086 * Diagnosis:9ccs200:Oth skin dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 461 | OR_unadj: 0.717 [0.522 0.985] | indivs AUC:0.465 Correlated most with: Diagnosis:9ccs200:Oth skin dx:1.000 Number of Visits:0.231 Diagnosis:9ccs253:Allergy:0.201 Diagnosis:9ccs155:Other GI dx:0.168 Diagnosis:9ccs7:Viral infect:0.158 Diagnosis:9ccs256:Exam/eval:0.140 Diagnosis:9ccs239:Superfic inj:0.138 Diagnosis:9ccs126:Ot up rsp in:0.119 Diagnosis:9ccs255:Social admin:0.113 Diagnosis:9ccs10:Immuniz/scrn:0.106 Diagnosis:9ccs126:Ot up rsp in | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1234 | OR_unadj: 1.180 [0.868 1.604] | indivs AUC:0.541 Correlated most with: Diagnosis:9ccs126:Ot up rsp in:1.000 Number of Visits:0.430 Diagnosis:9ccs255:Social admin:0.355 Diagnosis:9ccs92:Otitis media:0.337 Diagnosis:9ccs10:Immuniz/scrn:0.312 Diagnosis:9ccs7:Viral infect:0.236 Diagnosis:9ccs257:Ot aftercare:0.228 Diagnosis:9ccs90:Eye infectn:0.191 Diagnosis:9ccs135:Intest infct:0.190 Diagnosis:9ccs133:Oth low resp:0.167 Diagnosis:9ccs197:Skin infectn | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 171 | OR_unadj: 1.339 [0.889 2.017] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs197:Skin infectn:1.000 Number of Visits:0.102 Diagnosis:9ccs92:Otitis media:0.090 Diagnosis:9ccs136:Teeth dx:0.088 Diagnosis:9ccs137:Mouth dx:0.083 Diagnosis:9ccs239:Superfic inj:0.080 Diagnosis:9ccs2:Septicemia:0.079 Diagnosis:9ccs90:Eye infectn:0.077 Diagnosis:9ccs255:Social admin:0.075 Diagnosis:9ccs7:Viral infect:0.074 Diagnosis:9ccs74:Ot mentl cnd | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 146 | OR_unadj: 1.311 [0.844 2.037] | indivs AUC:0.543 Correlated most with: Diagnosis:9ccs74:Ot mentl cnd:1.000 Diagnosis:9ccs95:Oth nerv dx:0.195 Diagnosis:9ccs113:Late eff CVD:0.180 Number of Visits:0.177 Newborn Diagnosis:9ccs219:Low birth wt:0.126 Diagnosis:9ccs159:UTI:0.115 Diagnosis:9ccs94:Other ear dx:0.111 Diagnosis:9ccs58:Ot nutrit dx:0.102 Diagnosis:9ccs238:Complic proc:0.100 Diagnosis:9ccs217:Ot cong anom:0.099 Diagnosis:9ccs133:Oth low resp | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 189 | OR_unadj: 0.638 [0.393 1.036] | indivs AUC:0.466 Correlated most with: Diagnosis:9ccs133:Oth low resp:1.000 Number of Visits:0.337 Diagnosis:9ccs128:Asthma:0.220 Diagnosis:9ccs7:Viral infect:0.182 Diagnosis:9ccs126:Ot up rsp in:0.167 Diagnosis:9ccs127:COPD:0.166 Diagnosis:9ccs122:Pneumonia:0.161 Diagnosis:9ccs125:Bronchitis:0.156 Diagnosis:9ccs257:Ot aftercare:0.147 Diagnosis:9ccs256:Exam/eval:0.146 Newborn Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 169 | OR_unadj: 1.244 [0.818 1.892] | indivs AUC:0.503 Correlated most with: Newborn Diagnosis:9ccs222:Perint jaund:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.264 Newborn Diagnosis:9ccs256:Exam/eval:0.192 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.181 Newborn Diagnosis:9ccs253:Allergy:0.154 Newborn Diagnosis:9ccs221:Resp distres:0.149 Diagnosis:9ccs219:Low birth wt:0.119 Diagnosis:9ccs222:Perint jaund:0.115 Newborn Diagnosis:9ccs224:Ot perint dx:0.105 Number of Visits:0.103 Diagnosis:9ccs125:Bronchitis | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 394 | OR_unadj: 0.939 [0.683 1.292] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs125:Bronchitis:1.000 Number of Visits:0.248 Diagnosis:9ccs128:Asthma:0.241 Diagnosis:9ccs92:Otitis media:0.228 Diagnosis:9ccs257:Ot aftercare:0.216 Diagnosis:9ccs126:Ot up rsp in:0.165 Diagnosis:9ccs122:Pneumonia:0.164 Diagnosis:9ccs7:Viral infect:0.159 Diagnosis:9ccs133:Oth low resp:0.156 Diagnosis:9ccs135:Intest infct:0.131 Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 491 | OR_unadj: 0.892 [0.662 1.202] | indivs AUC:0.481 Correlated most with: Newborn Diagnosis:9ccs224:Ot perint dx:1.000 Newborn Diagnosis:9ccs96:Hrt valve dx:0.129 Newborn Diagnosis:9ccs256:Exam/eval:0.127 Newborn Diagnosis:9ccs222:Perint jaund:0.105 Newborn Diagnosis:9ccs95:Oth nerv dx:0.085 Diagnosis:9ccs253:Allergy:-0.080 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.070 Newborn Diagnosis:9ccs253:Allergy:0.070 Newborn Diagnosis:9ccs200:Oth skin dx:0.060 Diagnosis:9ccs234:Crush injury:-0.056 * Diagnosis:9ccs58:Ot nutrit dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 160 | OR_unadj: 1.600 [1.067 2.397] | indivs AUC:0.527 Correlated most with: Diagnosis:9ccs58:Ot nutrit dx:1.000 Number of Visits:0.140 Diagnosis:9ccs74:Ot mentl cnd:0.102 Lab:294203 BILIRUBIN TOTAL - LMC:0.092 Diagnosis:9ccs256:Exam/eval:0.090 Diagnosis:9ccs253:Allergy:0.088 Diagnosis:9ccs155:Other GI dx:0.087 Diagnosis:9ccs134:Ot uppr resp:0.085 Diagnosis:9ccs250:Nausea/vomit:0.078 Diagnosis:9ccs257:Ot aftercare:0.074 Diagnosis:9ccs151:Oth liver dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 168 | OR_unadj: 0.696 [0.423 1.144] | indivs AUC:0.532 Correlated most with: Diagnosis:9ccs151:Oth liver dx:1.000 Diagnosis:9ccs222:Perint jaund:0.187 Lab:294203 BILIRUBIN TOTAL - LMC:-0.128 Diagnosis:9ccs10:Immuniz/scrn:0.099 Number of Visits:0.095 Diagnosis:9ccs224:Ot perint dx:0.092 Diagnosis:9ccs257:Ot aftercare:0.087 Diagnosis:9ccs126:Ot up rsp in:0.079 Diagnosis:9ccs140:Gastritis:0.079 Diagnosis:9ccs155:Other GI dx:0.076 Diagnosis:9ccs259:Unclassified | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 113 | OR_unadj: 0.653 [0.353 1.206] | indivs AUC:0.516 Correlated most with: Diagnosis:9ccs259:Unclassified:1.000 Diagnosis:9ccs61:Sickle cell:0.111 Number of Visits:0.108 Diagnosis:9ccs96:Hrt valve dx:0.096 Diagnosis:9ccs242:Poisn ot med:0.093 Diagnosis:9ccs134:Ot uppr resp:0.077 Diagnosis:9ccs55:Fluid/elc dx:0.076 Diagnosis:9ccs250:Nausea/vomit:0.075 Diagnosis:9ccs198:Ot infl skin:0.074 Diagnosis:9ccs209:Ot acq defor:0.072 Newborn Diagnosis:9ccs259:Unclassified | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 74 | OR_unadj: 1.095 [0.581 2.061] | indivs AUC:0.506 Correlated most with: Newborn Diagnosis:9ccs259:Unclassified:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.304 MatDeliveryAge:0.105 Newborn Diagnosis:9ccs222:Perint jaund:0.093 Newborn Diagnosis:9ccs219:Low birth wt:0.080 Diagnosis:9ccs147:Anal/rectal:0.069 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.066 Diagnosis:9ccs125:Bronchitis:0.054 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.051 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.051 Diagnosis:9ccs250:Nausea/vomit | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 89 | OR_unadj: 1.460 [0.855 2.494] | indivs AUC:0.543 Correlated most with: Diagnosis:9ccs250:Nausea/vomit:1.000 Number of Visits:0.168 Diagnosis:9ccs155:Other GI dx:0.124 Diagnosis:9ccs141:Ot dx stomch:0.120 Diagnosis:9ccs200:Oth skin dx:0.100 Diagnosis:9ccs135:Intest infct:0.090 Diagnosis:9ccs138:Esophgeal dx:0.090 Diagnosis:9ccs90:Eye infectn:0.087 Diagnosis:9ccs154:Gastroent:0.084 Diagnosis:9ccs10:Immuniz/scrn:0.079 Diagnosis:9ccs137:Mouth dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 67 | OR_unadj: 0.988 [0.498 1.960] | indivs AUC:0.532 Correlated most with: Diagnosis:9ccs137:Mouth dx:1.000 Number of Visits:0.135 Diagnosis:9ccs7:Viral infect:0.127 Diagnosis:9ccs92:Otitis media:0.103 Diagnosis:9ccs197:Skin infectn:0.083 Diagnosis:9ccs136:Teeth dx:0.078 Diagnosis:9ccs126:Ot up rsp in:0.077 Newborn Diagnosis:9ccs223:Birth trauma:0.065 Diagnosis:9ccs151:Oth liver dx:0.065 Diagnosis:9ccs51:Ot endo dsor:0.055 Diagnosis:9ccs91:Other eye dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 140 | OR_unadj: 0.818 [0.490 1.368] | indivs AUC:0.508 Correlated most with: Diagnosis:9ccs91:Other eye dx:1.000 Diagnosis:9ccs89:Blindness:0.284 Diagnosis:9ccs217:Ot cong anom:0.181 Number of Visits:0.151 Diagnosis:9ccs155:Other GI dx:0.113 Diagnosis:9ccs90:Eye infectn:0.101 Diagnosis:9ccs10:Immuniz/scrn:0.086 Diagnosis:9ccs253:Allergy:0.080 Diagnosis:9ccs239:Superfic inj:0.079 Diagnosis:9ccs200:Oth skin dx:0.077 Diagnosis:9ccs59:Anemia | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 135 | OR_unadj: 0.978 [0.596 1.604] | indivs AUC:0.528 Correlated most with: Diagnosis:9ccs59:Anemia:1.000 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.165 Diagnosis:9ccs122:Pneumonia:0.103 Diagnosis:9ccs159:UTI:0.096 Diagnosis:9ccs243:Poisn nonmed:0.091 Number of Visits:0.090 Diagnosis:9ccs92:Otitis media:0.090 Diagnosis:9ccs10:Immuniz/scrn:0.088 Newborn Diagnosis:9ccs213:Cardiac anom:0.084 Diagnosis:9ccs126:Ot up rsp in:0.078 Diagnosis:9ccs136:Teeth dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 130 | OR_unadj: 0.777 [0.452 1.334] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs136:Teeth dx:1.000 Number of Visits:0.169 Diagnosis:9ccs258:Other screen:0.143 Diagnosis:9ccs7:Viral infect:0.130 Diagnosis:9ccs10:Immuniz/scrn:0.102 Diagnosis:9ccs140:Gastritis:0.096 Diagnosis:9ccs133:Oth low resp:0.088 Diagnosis:9ccs197:Skin infectn:0.088 Diagnosis:9ccs126:Ot up rsp in:0.082 Diagnosis:9ccs214:GI cong anom:0.081 Diagnosis:9ccs134:Ot uppr resp | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 127 | OR_unadj: 1.126 [0.691 1.835] | indivs AUC:0.494 Correlated most with: Diagnosis:9ccs134:Ot uppr resp:1.000 Number of Visits:0.199 Diagnosis:9ccs62:Coag/hemr dx:0.150 Diagnosis:9ccs133:Oth low resp:0.134 Diagnosis:9ccs126:Ot up rsp in:0.114 Diagnosis:9ccs90:Eye infectn:0.095 Diagnosis:9ccs123:Influenza:0.093 Diagnosis:9ccs58:Ot nutrit dx:0.085 Diagnosis:9ccs259:Unclassified:0.077 Diagnosis:9ccs94:Other ear dx:0.073 Diagnosis:9ccs113:Late eff CVD | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 85 | OR_unadj: 1.437 [0.830 2.488] | indivs AUC:0.503 Correlated most with: Diagnosis:9ccs113:Late eff CVD:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.180 Diagnosis:9ccs94:Other ear dx:0.141 Diagnosis:9ccs83:Epilepsy/cnv:0.113 Number of Visits:0.098 Diagnosis:9ccs155:Other GI dx:0.072 Newborn Diagnosis:9ccs96:Hrt valve dx:0.069 Diagnosis:9ccs95:Oth nerv dx:0.068 Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.062 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.062 Diagnosis:9ccs92:Otitis media | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 737 | OR_unadj: 1.137 [0.871 1.485] | indivs AUC:0.553 Correlated most with: Diagnosis:9ccs92:Otitis media:1.000 Number of Visits:0.408 Diagnosis:9ccs126:Ot up rsp in:0.337 Diagnosis:9ccs90:Eye infectn:0.231 Diagnosis:9ccs125:Bronchitis:0.228 Diagnosis:9ccs257:Ot aftercare:0.226 Diagnosis:9ccs255:Social admin:0.192 Diagnosis:9ccs10:Immuniz/scrn:0.191 Diagnosis:9ccs135:Intest infct:0.183 Diagnosis:9ccs7:Viral infect:0.174 Diagnosis:9ccs96:Hrt valve dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 155 | OR_unadj: 0.872 [0.539 1.410] | indivs AUC:0.480 Correlated most with: Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.525 Diagnosis:9ccs117:Ot circul dx:0.230 Newborn Diagnosis:9ccs96:Hrt valve dx:0.220 Newborn Diagnosis:9ccs213:Cardiac anom:0.181 Diagnosis:9ccs259:Unclassified:0.096 Diagnosis:9ccs10:Immuniz/scrn:0.090 Diagnosis:9ccs257:Ot aftercare:0.088 Number of Visits:0.077 Diagnosis:9ccs205:Back problem:0.071 Diagnosis:9ccs255:Social admin | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1616 | OR_unadj: 0.664 [0.382 1.152] | indivs AUC:0.505 Correlated most with: Diagnosis:9ccs255:Social admin:1.000 Diagnosis:9ccs10:Immuniz/scrn:0.458 Diagnosis:9ccs126:Ot up rsp in:0.355 Diagnosis:9ccs253:Allergy:0.212 Diagnosis:9ccs92:Otitis media:0.192 Diagnosis:9ccs257:Ot aftercare:0.190 Diagnosis:9ccs7:Viral infect:0.187 Number of Visits:0.148 Diagnosis:9ccs90:Eye infectn:0.125 Diagnosis:9ccs125:Bronchitis:0.124 Diagnosis:9ccs138:Esophgeal dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 56 | OR_unadj: 0.668 [0.283 1.575] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs138:Esophgeal dx:1.000 Diagnosis:9ccs89:Blindness:0.117 Diagnosis:9ccs238:Complic proc:0.112 Diagnosis:9ccs250:Nausea/vomit:0.090 Diagnosis:9ccs247:Lymph enlarg:0.087 Diagnosis:9ccs155:Other GI dx:0.085 Number of Visits:0.084 Diagnosis:9ccs83:Epilepsy/cnv:0.081 Diagnosis:9ccs91:Other eye dx:0.077 Diagnosis:9ccs141:Ot dx stomch:0.072 Diagnosis:9ccs127:COPD | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 77 | OR_unadj: 0.936 [0.487 1.798] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs127:COPD:1.000 Number of Visits:0.203 Diagnosis:9ccs133:Oth low resp:0.166 Diagnosis:9ccs122:Pneumonia:0.147 Diagnosis:9ccs240:Burns:0.117 Diagnosis:9ccs125:Bronchitis:0.115 Diagnosis:9ccs128:Asthma:0.109 Diagnosis:9ccs126:Ot up rsp in:0.108 Diagnosis:9ccs124:Tonsillitis:0.097 Diagnosis:9ccs159:UTI:0.087 Diagnosis:9ccs159:UTI | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 90 | OR_unadj: 1.134 [0.641 2.008] | indivs AUC:0.523 Correlated most with: Diagnosis:9ccs159:UTI:1.000 Diagnosis:9ccs161:Ot dx kidney:0.240 Number of Visits:0.205 Diagnosis:9ccs257:Ot aftercare:0.118 Diagnosis:9ccs74:Ot mentl cnd:0.115 Diagnosis:9ccs125:Bronchitis:0.113 Diagnosis:9ccs92:Otitis media:0.106 Diagnosis:9ccs163:Other GU dx:0.106 Diagnosis:9ccs63:Wht blood dx:0.099 Diagnosis:9ccs59:Anemia:0.096 Diagnosis:9ccs224:Ot perint dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 57 | OR_unadj: 0.917 [0.429 1.960] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs224:Ot perint dx:1.000 Diagnosis:9ccs168:PID:0.178 Diagnosis:9ccs205:Back problem:0.140 Diagnosis:9ccs219:Low birth wt:0.110 Diagnosis:9ccs163:Other GU dx:0.101 Diagnosis:9ccs151:Oth liver dx:0.092 Diagnosis:9ccs76:Meningitis:0.091 Diagnosis:9ccs204:Ot joint dx:0.090 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.084 Diagnosis:9ccs83:Epilepsy/cnv:0.080 Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1611 | OR_unadj: 1.569 [0.777 3.170] | indivs AUC:0.512 Correlated most with: Newborn Diagnosis:9ccs10:Immuniz/scrn:1.000 Newborn Diagnosis:9ccs94:Other ear dx:0.316 Newborn Diagnosis:9ccs219:Low birth wt:-0.312 Newborn Diagnosis:9ccs259:Unclassified:-0.304 Newborn Diagnosis:9ccs0:No DX:-0.234 Newborn Diagnosis:9ccs256:Exam/eval:-0.206 Newborn Diagnosis:9ccs222:Perint jaund:-0.181 Newborn Diagnosis:9ccs221:Resp distres:-0.140 Diagnosis:9ccs219:Low birth wt:-0.123 Newborn Diagnosis:9ccs253:Allergy:-0.122 Diagnosis:9ccs128:Asthma | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 105 | OR_unadj: 1.094 [0.640 1.873] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs128:Asthma:1.000 Number of Visits:0.250 Diagnosis:9ccs125:Bronchitis:0.241 Diagnosis:9ccs133:Oth low resp:0.220 Diagnosis:9ccs122:Pneumonia:0.211 Diagnosis:9ccs257:Ot aftercare:0.152 Diagnosis:9ccs92:Otitis media:0.150 Diagnosis:9ccs126:Ot up rsp in:0.130 Diagnosis:9ccs7:Viral infect:0.112 Diagnosis:9ccs127:COPD:0.109 Vital: HC Percentile-latest | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 57 | OR_unadj: 1.129 [0.428 2.977] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:-0.169 Lab:323825 STREP SCREEN THROAT - Sunrise:0.122 Diagnosis:9ccs163:Other GU dx:0.068 Newborn Diagnosis:9ccs95:Oth nerv dx:0.059 Diagnosis:9ccs59:Anemia:0.058 Diagnosis:9ccs204:Ot joint dx:0.056 Diagnosis:9ccs242:Poisn ot med:0.056 Diagnosis:9ccs138:Esophgeal dx:-0.050 Diagnosis:9ccs7:Viral infect:0.047 Diagnosis:9ccs216:Nerv cong an:0.047 Lab:297262 HEMOGLOBIN (HEMOCUE) | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 37 | OR_unadj: nan [ nan nan] | indivs AUC:0.501 Correlated most with: Lab:297262 HEMOGLOBIN (HEMOCUE):1.000 Diagnosis:9ccs59:Anemia:-0.165 Diagnosis:9ccs76:Meningitis:-0.120 Diagnosis:9ccs224:Ot perint dx:-0.084 Newborn Diagnosis:9ccs219:Low birth wt:-0.081 Diagnosis:9ccs238:Complic proc:-0.066 Diagnosis:9ccs62:Coag/hemr dx:-0.066 Diagnosis:9ccs96:Hrt valve dx:-0.065 Lab:323825 STREP SCREEN THROAT - Sunrise:0.055 Diagnosis:9ccs95:Oth nerv dx:-0.054 Newborn Diagnosis:9ccs219:Low birth wt | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 102 | OR_unadj: 1.051 [0.606 1.824] | indivs AUC:0.494 Correlated most with: Newborn Diagnosis:9ccs219:Low birth wt:1.000 Diagnosis:9ccs219:Low birth wt:0.413 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.312 Newborn Diagnosis:9ccs256:Exam/eval:0.306 Newborn Diagnosis:9ccs221:Resp distres:0.272 Newborn Diagnosis:9ccs222:Perint jaund:0.264 Newborn Diagnosis:9ccs253:Allergy:0.240 Diagnosis:9ccs74:Ot mentl cnd:0.126 Newborn Diagnosis:9ccs94:Other ear dx:-0.120 Diagnosis:9ccs143:Abdom hernia:0.104 Newborn Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 52 | OR_unadj: 1.025 [0.477 2.203] | indivs AUC:0.481 Correlated most with: Newborn Diagnosis:9ccs217:Ot cong anom:1.000 Diagnosis:9ccs211:Ot conn tiss:0.107 Diagnosis:9ccs217:Ot cong anom:0.090 Diagnosis:9ccs147:Anal/rectal:0.089 Newborn Diagnosis:9ccs253:Allergy:0.076 Diagnosis:9ccs208:Acq foot def:0.071 Diagnosis:9ccs205:Back problem:0.067 Newborn Diagnosis:9ccs222:Perint jaund:0.067 Diagnosis:9ccs127:COPD:0.060 Newborn Diagnosis:9ccs96:Hrt valve dx:0.059 Newborn Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1642 | OR_unadj: 1.497 [0.635 3.528] | indivs AUC:0.509 Correlated most with: Newborn Diagnosis:9ccs94:Other ear dx:1.000 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.316 Newborn Diagnosis:9ccs0:No DX:-0.294 Newborn Diagnosis:9ccs219:Low birth wt:-0.120 Newborn Diagnosis:9ccs253:Allergy:-0.115 Newborn Diagnosis:9ccs222:Perint jaund:-0.071 Newborn Diagnosis:9ccs256:Exam/eval:-0.062 Diagnosis:9ccs219:Low birth wt:-0.058 Newborn Diagnosis:9ccs96:Hrt valve dx:-0.056 Diagnosis:9ccs94:Other ear dx:-0.055 Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 49 | OR_unadj: 1.277 [0.612 2.665] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs143:Abdom hernia:1.000 Diagnosis:9ccs95:Oth nerv dx:0.131 Newborn Diagnosis:9ccs219:Low birth wt:0.104 Diagnosis:9ccs219:Low birth wt:0.093 Diagnosis:9ccs215:gu cong anom:0.092 Diagnosis:9ccs63:Wht blood dx:0.091 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.088 Diagnosis:9ccs257:Ot aftercare:0.071 Newborn Diagnosis:9ccs96:Hrt valve dx:0.062 Diagnosis:9ccs140:Gastritis:0.062 Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 0.697 [0.295 1.646] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs96:Hrt valve dx:0.525 Newborn Diagnosis:9ccs213:Cardiac anom:0.330 Diagnosis:9ccs117:Ot circul dx:0.310 Newborn Diagnosis:9ccs96:Hrt valve dx:0.280 Lab:292495 LEAD LEVEL - Sunrise:-0.074 Diagnosis:9ccs205:Back problem:0.065 Diagnosis:9ccs217:Ot cong anom:0.063 Number of Visits:0.061 Diagnosis:9ccs55:Fluid/elc dx:0.055 Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 42 | OR_unadj: 1.336 [0.611 2.920] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs95:Oth nerv dx:1.000 Diagnosis:9ccs74:Ot mentl cnd:0.195 Diagnosis:9ccs143:Abdom hernia:0.131 Diagnosis:9ccs208:Acq foot def:0.129 Number of Visits:0.116 Diagnosis:9ccs217:Ot cong anom:0.112 Newborn Diagnosis:9ccs200:Oth skin dx:0.108 Diagnosis:9ccs216:Nerv cong an:0.100 Diagnosis:9ccs161:Ot dx kidney:0.098 Diagnosis:9ccs90:Eye infectn:0.090 Diagnosis:9ccs244:Other injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.363 [0.696 2.667] | indivs AUC:0.512 Correlated most with: Diagnosis:9ccs244:Other injury:1.000 Number of Visits:0.151 Diagnosis:9ccs163:Other GU dx:0.101 Diagnosis:9ccs2603:E Codes: Fall:0.092 Diagnosis:9ccs135:Intest infct:0.091 Diagnosis:9ccs155:Other GI dx:0.089 Diagnosis:9ccs126:Ot up rsp in:0.085 Diagnosis:9ccs125:Bronchitis:0.083 Diagnosis:10ccs58:Ot nutrit dx:0.073 Diagnosis:9ccs89:Blindness:0.069 Diagnosis:9ccs209:Ot acq defor | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 30 | OR_unadj: 0.191 [0.026 1.409] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs209:Ot acq defor:1.000 Diagnosis:9ccs63:Wht blood dx:0.121 Diagnosis:9ccs208:Acq foot def:0.101 Diagnosis:9ccs51:Ot endo dsor:0.095 Diagnosis:9ccs212:Ot bone dx:0.095 Newborn Diagnosis:9ccs0:No DX:0.075 Diagnosis:9ccs238:Complic proc:0.075 Diagnosis:9ccs259:Unclassified:0.072 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.064 Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.064 Diagnosis:9ccs251:Abdomnl pain | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 13 | OR_unadj: 0.467 [0.060 3.610] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:1.000 Diagnosis:9ccs62:Coag/hemr dx:0.120 Diagnosis:9ccs204:Ot joint dx:0.100 Diagnosis:9ccs242:Poisn ot med:0.100 Diagnosis:9ccs175:Ot femal gen:0.100 Diagnosis:9ccs168:PID:0.093 Diagnosis:9ccs155:Other GI dx:0.086 Diagnosis:9ccs163:Other GU dx:0.073 Diagnosis:9ccs91:Other eye dx:0.072 Diagnosis:9ccs167:Breast dx:0.067 * Diagnosis:9ccs234:Crush injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 2.704 [1.154 6.333] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs234:Crush injury:1.000 Lab:295669 BILIRUBIN DIRECT - LMC:-0.085 Diagnosis:9ccs238:Complic proc:0.084 Lab:294203 BILIRUBIN TOTAL - LMC:-0.080 Diagnosis:9ccs242:Poisn ot med:0.068 Diagnosis:9ccs127:COPD:0.067 Diagnosis:9ccs247:Lymph enlarg:0.066 Newborn Diagnosis:9ccs221:Resp distres:0.063 Diagnosis:9ccs64:Ot hematl dx:0.063 Diagnosis:9ccs122:Pneumonia:0.060 Diagnosis:9ccs2603:E Codes: Fall | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 1.006 [0.385 2.630] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs2603:E Codes: Fall:1.000 Diagnosis:10ccs58:Ot nutrit dx:0.756 Newborn Diagnosis:9ccs95:Oth nerv dx:0.150 Diagnosis:9ccs244:Other injury:0.092 Diagnosis:9ccs155:Other GI dx:0.090 Number of Visits:0.073 Newborn Diagnosis:9ccs0:No DX:0.071 Diagnosis:9ccs7:Viral infect:0.061 Diagnosis:9ccs200:Oth skin dx:0.058 Diagnosis:9ccs175:Ot femal gen:0.058 Diagnosis:9ccs124:Tonsillitis | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 31 | OR_unadj: 0.832 [0.289 2.398] | indivs AUC:0.486 Correlated most with: Diagnosis:9ccs124:Tonsillitis:1.000 Lab:292495 LEAD LEVEL - Sunrise:-0.097 Diagnosis:9ccs127:COPD:0.097 Diagnosis:9ccs92:Otitis media:0.094 Number of Visits:0.082 Diagnosis:9ccs135:Intest infct:0.071 Diagnosis:9ccs48:Thyroid dsor:0.066 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.060 Diagnosis:9ccs128:Asthma:0.056 Lab:295669 BILIRUBIN DIRECT - LMC:-0.054 Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs47:Ot bnign neo:1.000 Diagnosis:9ccs217:Ot cong anom:0.154 Diagnosis:9ccs123:Influenza:0.115 Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.104 Newborn Diagnosis:9ccs223:Birth trauma:0.099 Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.097 Diagnosis:9ccs10:Immuniz/scrn:0.068 Diagnosis:9ccs134:Ot uppr resp:0.065 Newborn Diagnosis:9ccs219:Low birth wt:0.064 Diagnosis:9ccs91:Other eye dx:0.058 Diagnosis:9ccs247:Lymph enlarg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 1.416 [0.527 3.808] | indivs AUC:0.515 Correlated most with: Diagnosis:9ccs247:Lymph enlarg:1.000 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.206 Diagnosis:9ccs138:Esophgeal dx:0.087 Newborn Diagnosis:9ccs223:Birth trauma:0.080 Diagnosis:9ccs223:Birth trauma:0.077 Diagnosis:9ccs48:Thyroid dsor:0.075 Lab:292495 LEAD LEVEL - Sunrise:0.069 Diagnosis:9ccs242:Poisn ot med:0.068 Number of Visits:0.068 Diagnosis:9ccs234:Crush injury:0.066 Vital: BP-latest | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs251:Abdomnl pain:0.196 Diagnosis:9ccs214:GI cong anom:0.093 Diagnosis:9ccs4:Mycoses:0.087 Diagnosis:9ccs222:Perint jaund:0.068 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.068 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.067 Diagnosis:9ccs200:Oth skin dx:0.054 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.051 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.051 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.051 Lab:292495 LEAD LEVEL - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.502 Correlated most with: Lab:292495 LEAD LEVEL - Sunrise:1.000 Diagnosis:9ccs243:Poisn nonmed:-0.414 Diagnosis:9ccs204:Ot joint dx:0.103 Diagnosis:9ccs124:Tonsillitis:-0.097 Diagnosis:9ccs213:Cardiac anom:-0.074 Number of Visits:-0.074 Diagnosis:9ccs76:Meningitis:-0.072 Diagnosis:9ccs247:Lymph enlarg:0.069 Diagnosis:9ccs92:Otitis media:-0.066 Diagnosis:9ccs200:Oth skin dx:-0.059 Vital: HC Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs204:Ot joint dx:-0.137 Diagnosis:9ccs242:Poisn ot med:-0.137 Diagnosis:9ccs251:Abdomnl pain:-0.100 Diagnosis:9ccs167:Breast dx:-0.097 Newborn Diagnosis:9ccs213:Cardiac anom:0.085 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.077 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.077 Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.077 Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.077 Diagnosis:9ccs3:Oth bact inf:0.074 Diagnosis:9ccs167:Breast dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.431 [0.056 3.310] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs167:Breast dx:1.000 Diagnosis:9ccs48:Thyroid dsor:0.104 Diagnosis:9ccs204:Ot joint dx:0.096 Diagnosis:9ccs242:Poisn ot med:0.096 Diagnosis:9ccs168:PID:0.089 Newborn Diagnosis:9ccs221:Resp distres:0.089 Diagnosis:9ccs51:Ot endo dsor:0.070 Diagnosis:9ccs251:Abdomnl pain:0.067 Diagnosis:9ccs140:Gastritis:0.064 Newborn Diagnosis:9ccs213:Cardiac anom:0.059 Diagnosis:9ccs258:Other screen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.384 [0.091 1.618] | indivs AUC:0.497 Correlated most with: Diagnosis:9ccs258:Other screen:1.000 Diagnosis:9ccs136:Teeth dx:0.143 Diagnosis:9ccs239:Superfic inj:0.096 Diagnosis:9ccs214:GI cong anom:0.094 Diagnosis:9ccs133:Oth low resp:0.092 Diagnosis:9ccs155:Other GI dx:0.079 Number of Visits:0.076 Diagnosis:9ccs151:Oth liver dx:0.073 Diagnosis:9ccs211:Ot conn tiss:0.067 Diagnosis:9ccs10:Immuniz/scrn:0.062 Diagnosis:10ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.057 [0.306 3.653] | indivs AUC:0.500 Correlated most with: Diagnosis:10ccs58:Ot nutrit dx:1.000 Diagnosis:9ccs2603:E Codes: Fall:0.756 Diagnosis:9ccs155:Other GI dx:0.089 Diagnosis:9ccs175:Ot femal gen:0.081 Diagnosis:9ccs219:Low birth wt:0.078 Diagnosis:9ccs244:Other injury:0.073 Diagnosis:9ccs239:Superfic inj:0.065 Diagnosis:9ccs125:Bronchitis:0.061 MatDeliveryAge:-0.059 Number of Visits:0.057 Diagnosis:9ccs243:Poisn nonmed | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs243:Poisn nonmed:1.000 Lab:292495 LEAD LEVEL - Sunrise:-0.414 Diagnosis:9ccs242:Poisn ot med:0.115 Diagnosis:9ccs59:Anemia:0.091 Diagnosis:9ccs163:Other GU dx:0.085 Diagnosis:9ccs76:Meningitis:0.078 Diagnosis:9ccs55:Fluid/elc dx:0.075 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.060 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.060 Diagnosis:9ccs92:Otitis media:0.057 Diagnosis:9ccs8:Oth infectns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.599 [0.181 1.985] | indivs AUC:0.518 Correlated most with: Diagnosis:9ccs8:Oth infectns:1.000 Diagnosis:9ccs253:Allergy:0.085 Number of Visits:0.079 Diagnosis:9ccs200:Oth skin dx:0.075 Newborn Diagnosis:9ccs223:Birth trauma:0.069 Diagnosis:9ccs257:Ot aftercare:0.068 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.060 Newborn Diagnosis:9ccs221:Resp distres:0.055 Diagnosis:9ccs126:Ot up rsp in:0.054 Diagnosis:9ccs117:Ot circul dx:0.051 Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.400 [0.052 3.055] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs55:Fluid/elc dx:1.000 Diagnosis:9ccs204:Ot joint dx:0.092 Diagnosis:9ccs242:Poisn ot med:0.092 Diagnosis:9ccs219:Low birth wt:0.091 Diagnosis:9ccs239:Superfic inj:0.081 Diagnosis:9ccs89:Blindness:0.078 Diagnosis:9ccs259:Unclassified:0.076 Diagnosis:9ccs243:Poisn nonmed:0.075 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.066 Diagnosis:9ccs95:Oth nerv dx:0.066 Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 0.732 [0.218 2.455] | indivs AUC:0.499 Correlated most with: Diagnosis:9ccs219:Low birth wt:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.413 Newborn Diagnosis:9ccs256:Exam/eval:0.187 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.123 Newborn Diagnosis:9ccs222:Perint jaund:0.119 Diagnosis:9ccs224:Ot perint dx:0.110 Diagnosis:9ccs140:Gastritis:0.095 Diagnosis:9ccs143:Abdom hernia:0.093 Diagnosis:9ccs55:Fluid/elc dx:0.091 Number of Visits:0.089 Diagnosis:9ccs153:GI hemorrhag | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.749 [0.170 3.295] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs153:GI hemorrhag:1.000 Diagnosis:9ccs154:Gastroent:0.188 Diagnosis:9ccs147:Anal/rectal:0.113 Newborn Diagnosis:9ccs223:Birth trauma:0.102 Diagnosis:9ccs155:Other GI dx:0.101 Diagnosis:9ccs159:UTI:0.082 Number of Visits:0.078 Diagnosis:9ccs217:Ot cong anom:0.074 Diagnosis:9ccs257:Ot aftercare:0.068 Diagnosis:9ccs222:Perint jaund:0.064 Vital: HC Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.502 Correlated most with: Newborn Diagnosis:9ccs0:No DX:0.119 Newborn Diagnosis:9ccs95:Oth nerv dx:0.116 Diagnosis:9ccs238:Complic proc:0.102 Diagnosis:9ccs216:Nerv cong an:0.092 Diagnosis:9ccs250:Nausea/vomit:0.085 Diagnosis:9ccs214:GI cong anom:0.077 Diagnosis:9ccs138:Esophgeal dx:0.076 Diagnosis:9ccs163:Other GU dx:0.074 Diagnosis:9ccs155:Other GI dx:0.058 Diagnosis:9ccs59:Anemia:0.056 Diagnosis:9ccs147:Anal/rectal | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs147:Anal/rectal:1.000 Diagnosis:9ccs153:GI hemorrhag:0.113 Diagnosis:9ccs211:Ot conn tiss:0.102 Diagnosis:9ccs155:Other GI dx:0.094 Newborn Diagnosis:9ccs217:Ot cong anom:0.089 Diagnosis:9ccs219:Low birth wt:0.087 Newborn Diagnosis:9ccs221:Resp distres:0.082 Diagnosis:9ccs168:PID:0.082 Newborn Diagnosis:9ccs219:Low birth wt:0.078 Newborn Diagnosis:9ccs222:Perint jaund:0.069 Diagnosis:9ccs123:Influenza | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs123:Influenza:1.000 Number of Visits:0.125 Diagnosis:9ccs47:Ot bnign neo:0.115 Diagnosis:9ccs134:Ot uppr resp:0.093 Diagnosis:9ccs122:Pneumonia:0.071 Diagnosis:9ccs133:Oth low resp:0.067 Diagnosis:9ccs0:No DX:0.066 Diagnosis:9ccs126:Ot up rsp in:0.058 Diagnosis:9ccs128:Asthma:0.054 Diagnosis:9ccs138:Esophgeal dx:0.053 Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.623 [0.144 2.701] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs211:Ot conn tiss:1.000 Diagnosis:9ccs204:Ot joint dx:0.163 Diagnosis:9ccs208:Acq foot def:0.127 Newborn Diagnosis:9ccs96:Hrt valve dx:0.111 Newborn Diagnosis:9ccs217:Ot cong anom:0.107 Diagnosis:9ccs147:Anal/rectal:0.102 Diagnosis:9ccs74:Ot mentl cnd:0.083 Diagnosis:9ccs198:Ot infl skin:0.081 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.079 Diagnosis:9ccs216:Nerv cong an:0.072 Diagnosis:9ccs76:Meningitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.938 [0.209 4.218] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs76:Meningitis:1.000 Lab:323825 STREP SCREEN THROAT - Sunrise:0.208 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.120 Diagnosis:9ccs224:Ot perint dx:0.091 Number of Visits:0.087 Diagnosis:9ccs243:Poisn nonmed:0.078 Lab:292495 LEAD LEVEL - Sunrise:-0.072 Lab:295669 BILIRUBIN DIRECT - LMC:-0.072 Diagnosis:9ccs59:Anemia:0.070 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.064 Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.209 [0.345 4.239] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs83:Epilepsy/cnv:1.000 Diagnosis:9ccs48:Thyroid dsor:0.193 Diagnosis:9ccs113:Late eff CVD:0.113 Diagnosis:9ccs238:Complic proc:0.104 Diagnosis:9ccs2:Septicemia:0.094 Number of Visits:0.087 Diagnosis:9ccs256:Exam/eval:0.083 Diagnosis:9ccs138:Esophgeal dx:0.081 Diagnosis:9ccs224:Ot perint dx:0.080 Diagnosis:9ccs216:Nerv cong an:0.079 Diagnosis:9ccs154:Gastroent | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: nan [ nan nan] | indivs AUC:0.489 Correlated most with: Diagnosis:9ccs154:Gastroent:1.000 Diagnosis:9ccs153:GI hemorrhag:0.188 Diagnosis:9ccs155:Other GI dx:0.099 Diagnosis:9ccs62:Coag/hemr dx:0.086 Diagnosis:9ccs250:Nausea/vomit:0.084 Newborn Diagnosis:9ccs223:Birth trauma:0.082 Diagnosis:9ccs253:Allergy:0.081 Diagnosis:9ccs256:Exam/eval:0.079 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.075 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.075 Newborn Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.510 [0.497 4.587] | indivs AUC:0.504 Correlated most with: Newborn Diagnosis:9ccs223:Birth trauma:1.000 Diagnosis:9ccs223:Birth trauma:0.196 Diagnosis:9ccs153:GI hemorrhag:0.102 Diagnosis:9ccs47:Ot bnign neo:0.099 Newborn Diagnosis:9ccs256:Exam/eval:0.089 Diagnosis:9ccs154:Gastroent:0.082 Diagnosis:9ccs242:Poisn ot med:0.081 Diagnosis:9ccs247:Lymph enlarg:0.080 Newborn Diagnosis:9ccs222:Perint jaund:0.077 Newborn Diagnosis:9ccs221:Resp distres:0.074 Diagnosis:9ccs64:Ot hematl dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs64:Ot hematl dx:1.000 Diagnosis:9ccs61:Sickle cell:0.232 Diagnosis:9ccs62:Coag/hemr dx:0.155 Newborn Diagnosis:9ccs253:Allergy:0.107 Diagnosis:9ccs59:Anemia:0.075 Diagnosis:9ccs154:Gastroent:0.065 Diagnosis:9ccs234:Crush injury:0.063 Diagnosis:9ccs2603:E Codes: Fall:0.053 Diagnosis:9ccs89:Blindness:0.053 Diagnosis:9ccs259:Unclassified:0.051 Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs3:Oth bact inf:1.000 Number of Visits:0.094 Diagnosis:9ccs159:UTI:0.085 Diagnosis:9ccs200:Oth skin dx:0.074 Diagnosis:9ccs257:Ot aftercare:0.073 Diagnosis:9ccs92:Otitis media:0.057 Diagnosis:9ccs154:Gastroent:0.056 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.052 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.052 Diagnosis:9ccs250:Nausea/vomit:0.051 Vital: BP-avg19to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs2:Septicemia:-0.124 Diagnosis:9ccs159:UTI:0.085 Diagnosis:9ccs58:Ot nutrit dx:0.083 Diagnosis:9ccs224:Ot perint dx:-0.082 Diagnosis:9ccs83:Epilepsy/cnv:-0.074 Diagnosis:9ccs208:Acq foot def:0.068 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.068 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.068 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.058 Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.058 Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.994 [0.289 3.416] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs223:Birth trauma:1.000 Newborn Diagnosis:9ccs223:Birth trauma:0.196 Lab:295669 BILIRUBIN DIRECT - LMC:0.079 Diagnosis:9ccs247:Lymph enlarg:0.077 Newborn Diagnosis:9ccs215:gu cong anom:0.067 Diagnosis:9ccs257:Ot aftercare:0.060 Diagnosis:9ccs259:Unclassified:0.058 Diagnosis:9ccs212:Ot bone dx:0.056 Diagnosis:9ccs51:Ot endo dsor:0.056 Diagnosis:9ccs151:Oth liver dx:0.055 Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.773 [0.270 2.219] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs89:Blindness:1.000 Diagnosis:9ccs91:Other eye dx:0.284 Diagnosis:9ccs217:Ot cong anom:0.259 Diagnosis:9ccs62:Coag/hemr dx:0.150 Diagnosis:9ccs138:Esophgeal dx:0.117 Number of Visits:0.101 Diagnosis:9ccs212:Ot bone dx:0.090 Diagnosis:9ccs205:Back problem:0.090 Diagnosis:9ccs55:Fluid/elc dx:0.078 Diagnosis:9ccs200:Oth skin dx:0.077 Diagnosis:9ccs168:PID | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs168:PID:1.000 Diagnosis:9ccs205:Back problem:0.200 Diagnosis:9ccs163:Other GU dx:0.200 Diagnosis:9ccs224:Ot perint dx:0.178 Diagnosis:9ccs63:Wht blood dx:0.121 Diagnosis:9ccs251:Abdomnl pain:0.093 Diagnosis:9ccs167:Breast dx:0.089 Diagnosis:9ccs215:gu cong anom:0.082 Diagnosis:9ccs147:Anal/rectal:0.082 Diagnosis:9ccs161:Ot dx kidney:0.079 Diagnosis:9ccs208:Acq foot def | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs208:Acq foot def:1.000 Diagnosis:9ccs95:Oth nerv dx:0.129 Diagnosis:9ccs211:Ot conn tiss:0.127 Diagnosis:9ccs216:Nerv cong an:0.102 Diagnosis:9ccs209:Ot acq defor:0.101 Diagnosis:9ccs51:Ot endo dsor:0.081 Newborn Diagnosis:9ccs217:Ot cong anom:0.071 Diagnosis:9ccs259:Unclassified:0.067 Diagnosis:9ccs198:Ot infl skin:0.063 Diagnosis:9ccs92:Otitis media:0.063 Diagnosis:9ccs61:Sickle cell | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs61:Sickle cell:1.000 Diagnosis:9ccs64:Ot hematl dx:0.232 Diagnosis:9ccs259:Unclassified:0.111 Newborn Diagnosis:9ccs256:Exam/eval:0.082 Diagnosis:9ccs198:Ot infl skin:0.075 Lab:295669 BILIRUBIN DIRECT - LMC:0.070 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.069 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.069 Diagnosis:9ccs239:Superfic inj:0.062 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.048 Diagnosis:9ccs240:Burns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs240:Burns:1.000 Diagnosis:9ccs127:COPD:0.117 Diagnosis:9ccs2:Septicemia:0.113 Diagnosis:9ccs175:Ot femal gen:0.104 Diagnosis:9ccs141:Ot dx stomch:0.085 Diagnosis:9ccs133:Oth low resp:0.082 Diagnosis:9ccs239:Superfic inj:0.072 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.067 Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.067 Diagnosis:9ccs128:Asthma:0.066 Diagnosis:9ccs51:Ot endo dsor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs51:Ot endo dsor:1.000 Diagnosis:9ccs48:Thyroid dsor:0.113 Diagnosis:9ccs217:Ot cong anom:0.099 Diagnosis:9ccs209:Ot acq defor:0.095 Diagnosis:9ccs208:Acq foot def:0.081 Diagnosis:9ccs212:Ot bone dx:0.077 Diagnosis:9ccs167:Breast dx:0.070 Diagnosis:9ccs128:Asthma:0.066 Diagnosis:9ccs83:Epilepsy/cnv:0.062 Diagnosis:9ccs253:Allergy:0.057 Diagnosis:9ccs212:Ot bone dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.128 [0.246 5.176] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs212:Ot bone dx:1.000 Diagnosis:9ccs62:Coag/hemr dx:0.125 Diagnosis:9ccs209:Ot acq defor:0.095 Diagnosis:9ccs89:Blindness:0.090 Diagnosis:9ccs51:Ot endo dsor:0.077 Newborn Diagnosis:9ccs96:Hrt valve dx:0.070 Newborn Diagnosis:9ccs222:Perint jaund:0.066 Newborn Diagnosis:9ccs213:Cardiac anom:0.065 Newborn Diagnosis:9ccs223:Birth trauma:0.058 Diagnosis:9ccs223:Birth trauma:0.056 Diagnosis:9ccs2:Septicemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs2:Septicemia:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.132 Diagnosis:9ccs240:Burns:0.113 Diagnosis:9ccs215:gu cong anom:0.097 Diagnosis:9ccs83:Epilepsy/cnv:0.094 Diagnosis:9ccs197:Skin infectn:0.079 Diagnosis:9ccs89:Blindness:0.064 Diagnosis:9ccs122:Pneumonia:0.060 Diagnosis:9ccs256:Exam/eval:0.058 Diagnosis:9ccs4:Mycoses:0.044 Vital: HC Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs0:No DX:-0.088 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.085 Diagnosis:10ccs58:Ot nutrit dx:0.079 Diagnosis:9ccs134:Ot uppr resp:0.074 Diagnosis:9ccs216:Nerv cong an:-0.067 Diagnosis:9ccs3:Oth bact inf:-0.067 Diagnosis:9ccs257:Ot aftercare:-0.065 Diagnosis:9ccs214:GI cong anom:-0.057 Diagnosis:9ccs7:Viral infect:-0.051 Diagnosis:9ccs250:Nausea/vomit:-0.047 Newborn Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.496 Correlated most with: Newborn Diagnosis:9ccs213:Cardiac anom:1.000 Diagnosis:9ccs213:Cardiac anom:0.330 Diagnosis:9ccs96:Hrt valve dx:0.181 Newborn Diagnosis:9ccs200:Oth skin dx:0.089 Diagnosis:9ccs59:Anemia:0.084 Newborn Diagnosis:9ccs221:Resp distres:0.082 Newborn Diagnosis:9ccs253:Allergy:0.072 Diagnosis:9ccs212:Ot bone dx:0.065 Diagnosis:9ccs91:Other eye dx:0.059 Newborn Diagnosis:9ccs96:Hrt valve dx:0.059 Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.745 [0.564 5.394] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs161:Ot dx kidney:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.400 Diagnosis:9ccs159:UTI:0.240 Diagnosis:9ccs95:Oth nerv dx:0.098 Diagnosis:9ccs74:Ot mentl cnd:0.096 Diagnosis:9ccs175:Ot femal gen:0.086 Diagnosis:9ccs257:Ot aftercare:0.080 Diagnosis:9ccs168:PID:0.079 Diagnosis:9ccs63:Wht blood dx:0.079 Diagnosis:9ccs92:Otitis media:0.079 Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.803 [0.181 3.555] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs215:gu cong anom:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.245 Newborn Diagnosis:9ccs253:Allergy:0.152 Diagnosis:9ccs163:Other GU dx:0.137 Diagnosis:9ccs2:Septicemia:0.097 Diagnosis:9ccs143:Abdom hernia:0.092 Diagnosis:9ccs175:Ot femal gen:0.089 Diagnosis:9ccs219:Low birth wt:0.087 Diagnosis:9ccs168:PID:0.082 Newborn Diagnosis:9ccs221:Resp distres:0.082 Newborn Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.500 Correlated most with: Newborn Diagnosis:9ccs200:Oth skin dx:1.000 Newborn Diagnosis:9ccs215:gu cong anom:0.122 Diagnosis:9ccs95:Oth nerv dx:0.108 Newborn Diagnosis:9ccs219:Low birth wt:0.100 Newborn Diagnosis:9ccs213:Cardiac anom:0.089 Diagnosis:9ccs255:Social admin:-0.071 Newborn Diagnosis:9ccs224:Ot perint dx:0.060 Newborn Diagnosis:9ccs256:Exam/eval:0.060 Diagnosis:9ccs92:Otitis media:-0.056 Diagnosis:9ccs74:Ot mentl cnd:0.046 Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs117:Ot circul dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.310 Diagnosis:9ccs96:Hrt valve dx:0.230 Diagnosis:9ccs205:Back problem:0.091 Newborn Diagnosis:9ccs96:Hrt valve dx:0.083 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.057 Diagnosis:9ccs124:Tonsillitis:0.051 Diagnosis:9ccs8:Oth infectns:0.051 Diagnosis:9ccs258:Other screen:0.051 Diagnosis:9ccs200:Oth skin dx:-0.045 Diagnosis:9ccs140:Gastritis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.506 Correlated most with: Diagnosis:9ccs140:Gastritis:1.000 Diagnosis:9ccs136:Teeth dx:0.096 Diagnosis:9ccs219:Low birth wt:0.095 Newborn Diagnosis:9ccs221:Resp distres:0.089 Lab:295669 BILIRUBIN DIRECT - LMC:-0.082 Diagnosis:9ccs7:Viral infect:0.080 Diagnosis:9ccs151:Oth liver dx:0.079 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.067 Diagnosis:9ccs91:Other eye dx:0.067 Diagnosis:9ccs217:Ot cong anom:0.064 Newborn Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs215:gu cong anom:1.000 Diagnosis:9ccs161:Ot dx kidney:0.400 Diagnosis:9ccs215:gu cong anom:0.245 Diagnosis:9ccs2:Septicemia:0.132 Newborn Diagnosis:9ccs200:Oth skin dx:0.122 Diagnosis:9ccs141:Ot dx stomch:0.100 Diagnosis:9ccs223:Birth trauma:0.067 Diagnosis:9ccs234:Crush injury:0.058 Number of Visits:0.055 Diagnosis:9ccs257:Ot aftercare:0.051 Vital: HC Percentile-gain5to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.514 Correlated most with: Diagnosis:9ccs3:Oth bact inf:0.124 Diagnosis:9ccs163:Other GU dx:0.114 Newborn Diagnosis:9ccs95:Oth nerv dx:-0.101 Diagnosis:9ccs238:Complic proc:-0.084 Diagnosis:9ccs216:Nerv cong an:-0.080 Diagnosis:9ccs8:Oth infectns:0.071 Diagnosis:9ccs198:Ot infl skin:0.060 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.058 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.058 Diagnosis:9ccs138:Esophgeal dx:-0.056 Diagnosis:9ccs214:GI cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.504 Correlated most with: Diagnosis:9ccs214:GI cong anom:1.000 Newborn Diagnosis:9ccs0:No DX:0.125 Number of Visits:0.101 Diagnosis:9ccs239:Superfic inj:0.097 Diagnosis:9ccs258:Other screen:0.094 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.091 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.091 Diagnosis:9ccs133:Oth low resp:0.082 Diagnosis:9ccs136:Teeth dx:0.081 Diagnosis:9ccs4:Mycoses:0.063 Vital: HC Percentile-gain7to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.484 Correlated most with: Diagnosis:9ccs204:Ot joint dx:-0.148 Diagnosis:9ccs242:Poisn ot med:-0.148 Diagnosis:9ccs3:Oth bact inf:-0.121 Diagnosis:9ccs251:Abdomnl pain:-0.109 Newborn Diagnosis:9ccs95:Oth nerv dx:0.106 Diagnosis:9ccs167:Breast dx:-0.105 Diagnosis:9ccs238:Complic proc:0.096 Diagnosis:9ccs216:Nerv cong an:0.084 Diagnosis:9ccs8:Oth infectns:-0.069 Newborn Diagnosis:9ccs96:Hrt valve dx:0.067 Lab:306605 BILIRUBIN DIRECT - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.507 Correlated most with: Lab:306605 BILIRUBIN DIRECT - Sunrise:1.000 Diagnosis:9ccs247:Lymph enlarg:0.206 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.105 Diagnosis:9ccs47:Ot bnign neo:-0.097 Diagnosis:9ccs138:Esophgeal dx:-0.070 Newborn Diagnosis:9ccs259:Unclassified:0.066 Lab:321981 BILIRUBIN TOTAL - Sunrise:0.065 Diagnosis:9ccs0:No DX:0.062 Diagnosis:9ccs126:Ot up rsp in:0.054 Diagnosis:9ccs217:Ot cong anom:-0.050 Vital: HC Percentile-gain3to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.491 Correlated most with: Newborn Diagnosis:9ccs95:Oth nerv dx:0.127 Diagnosis:9ccs216:Nerv cong an:0.100 Diagnosis:9ccs163:Other GU dx:-0.088 Diagnosis:10ccs58:Ot nutrit dx:-0.077 Diagnosis:9ccs7:Viral infect:0.067 Diagnosis:9ccs258:Other screen:-0.060 Diagnosis:9ccs2603:E Codes: Fall:-0.059 Diagnosis:9ccs8:Oth infectns:-0.057 Diagnosis:9ccs90:Eye infectn:0.048 Diagnosis:9ccs124:Tonsillitis:0.047 Lab:321981 BILIRUBIN TOTAL - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.507 Correlated most with: Lab:321981 BILIRUBIN TOTAL - Sunrise:1.000 Diagnosis:9ccs47:Ot bnign neo:-0.104 Diagnosis:9ccs222:Perint jaund:0.077 Lab:306605 BILIRUBIN DIRECT - Sunrise:0.065 Diagnosis:9ccs217:Ot cong anom:-0.054 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.054 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.054 Diagnosis:9ccs239:Superfic inj:-0.053 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:-0.049 Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:-0.049 Diagnosis:9ccs242:Poisn ot med | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs242:Poisn ot med:1.000 Diagnosis:9ccs204:Ot joint dx:0.283 Diagnosis:9ccs243:Poisn nonmed:0.115 Diagnosis:9ccs163:Other GU dx:0.104 Diagnosis:9ccs251:Abdomnl pain:0.100 Diagnosis:9ccs167:Breast dx:0.096 Diagnosis:9ccs259:Unclassified:0.093 Diagnosis:9ccs55:Fluid/elc dx:0.092 Newborn Diagnosis:9ccs223:Birth trauma:0.081 Diagnosis:9ccs154:Gastroent:0.070 Diagnosis:9ccs205:Back problem | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.507 Correlated most with: Diagnosis:9ccs205:Back problem:1.000 Diagnosis:9ccs168:PID:0.200 Diagnosis:9ccs224:Ot perint dx:0.140 Number of Visits:0.101 Diagnosis:9ccs117:Ot circul dx:0.091 Diagnosis:9ccs89:Blindness:0.090 Newborn Diagnosis:9ccs253:Allergy:0.085 Diagnosis:9ccs257:Ot aftercare:0.083 Diagnosis:9ccs94:Other ear dx:0.079 Diagnosis:9ccs163:Other GU dx:0.077 Diagnosis:9ccs204:Ot joint dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs204:Ot joint dx:1.000 Diagnosis:9ccs242:Poisn ot med:0.283 Diagnosis:9ccs211:Ot conn tiss:0.163 Lab:292495 LEAD LEVEL - Sunrise:0.103 Diagnosis:9ccs251:Abdomnl pain:0.100 Diagnosis:9ccs167:Breast dx:0.096 Diagnosis:9ccs55:Fluid/elc dx:0.092 Diagnosis:9ccs224:Ot perint dx:0.090 Diagnosis:9ccs239:Superfic inj:0.076 Diagnosis:9ccs133:Oth low resp:0.065 Diagnosis:9ccs175:Ot femal gen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs175:Ot femal gen:1.000 Diagnosis:9ccs240:Burns:0.104 Diagnosis:9ccs163:Other GU dx:0.104 Diagnosis:9ccs251:Abdomnl pain:0.100 Diagnosis:9ccs215:gu cong anom:0.089 Diagnosis:9ccs161:Ot dx kidney:0.086 Diagnosis:10ccs58:Ot nutrit dx:0.081 Diagnosis:9ccs198:Ot infl skin:0.063 Diagnosis:9ccs2603:E Codes: Fall:0.058 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.056 Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs163:Other GU dx:1.000 Diagnosis:9ccs168:PID:0.200 Diagnosis:9ccs215:gu cong anom:0.137 Diagnosis:9ccs159:UTI:0.106 Diagnosis:9ccs242:Poisn ot med:0.104 Diagnosis:9ccs175:Ot femal gen:0.104 Diagnosis:9ccs244:Other injury:0.101 Diagnosis:9ccs224:Ot perint dx:0.101 Number of Visits:0.089 Diagnosis:9ccs243:Poisn nonmed:0.085 Vital: HC Percentile-avg7to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.511 Correlated most with: Diagnosis:9ccs238:Complic proc:-0.367 Diagnosis:9ccs204:Ot joint dx:0.161 Diagnosis:9ccs242:Poisn ot med:0.161 Diagnosis:9ccs95:Oth nerv dx:-0.128 Diagnosis:9ccs143:Abdom hernia:-0.119 Diagnosis:9ccs251:Abdomnl pain:0.118 Diagnosis:9ccs167:Breast dx:0.114 Newborn Diagnosis:9ccs94:Other ear dx:0.111 Diagnosis:9ccs138:Esophgeal dx:-0.111 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.089 Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs48:Thyroid dsor:1.000 Diagnosis:9ccs83:Epilepsy/cnv:0.193 Diagnosis:9ccs51:Ot endo dsor:0.113 Diagnosis:9ccs167:Breast dx:0.104 Diagnosis:9ccs247:Lymph enlarg:0.075 Number of Visits:0.071 Diagnosis:9ccs7:Viral infect:0.070 Diagnosis:9ccs124:Tonsillitis:0.066 Diagnosis:9ccs59:Anemia:0.056 Newborn Diagnosis:9ccs217:Ot cong anom:0.047 Vital: HC Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.509 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:-0.292 Diagnosis:9ccs138:Esophgeal dx:-0.108 Diagnosis:9ccs250:Nausea/vomit:-0.100 Diagnosis:9ccs74:Ot mentl cnd:-0.082 Diagnosis:9ccs133:Oth low resp:-0.071 Newborn Diagnosis:9ccs222:Perint jaund:-0.068 Diagnosis:9ccs198:Ot infl skin:-0.066 Diagnosis:9ccs58:Ot nutrit dx:-0.063 Diagnosis:9ccs134:Ot uppr resp:-0.059 Diagnosis:10ccs58:Ot nutrit dx:0.045 Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs216:Nerv cong an:1.000 Newborn Diagnosis:9ccs95:Oth nerv dx:0.155 Diagnosis:9ccs208:Acq foot def:0.102 Diagnosis:9ccs217:Ot cong anom:0.101 Diagnosis:9ccs95:Oth nerv dx:0.100 Newborn Diagnosis:9ccs96:Hrt valve dx:0.089 Diagnosis:9ccs83:Epilepsy/cnv:0.079 Diagnosis:9ccs155:Other GI dx:0.076 Diagnosis:9ccs211:Ot conn tiss:0.072 Diagnosis:9ccs127:COPD:0.068 Vital: HC Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.495 Correlated most with: Diagnosis:9ccs238:Complic proc:-0.304 Diagnosis:9ccs3:Oth bact inf:0.144 Diagnosis:9ccs95:Oth nerv dx:-0.106 Diagnosis:9ccs143:Abdom hernia:-0.099 Diagnosis:9ccs204:Ot joint dx:-0.091 Diagnosis:9ccs242:Poisn ot med:-0.091 Newborn Diagnosis:9ccs0:No DX:0.090 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.082 Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.082 Newborn Diagnosis:9ccs219:Low birth wt:-0.081 Diagnosis:9ccs141:Ot dx stomch | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs141:Ot dx stomch:1.000 Diagnosis:9ccs250:Nausea/vomit:0.120 Newborn Diagnosis:9ccs215:gu cong anom:0.100 Diagnosis:9ccs240:Burns:0.085 Diagnosis:9ccs215:gu cong anom:0.072 Diagnosis:9ccs138:Esophgeal dx:0.072 Diagnosis:9ccs224:Ot perint dx:0.071 Diagnosis:9ccs161:Ot dx kidney:0.070 Diagnosis:9ccs136:Teeth dx:0.065 Diagnosis:9ccs155:Other GI dx:0.059 Diagnosis:9ccs63:Wht blood dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Diagnosis:9ccs63:Wht blood dx:1.000 Diagnosis:9ccs209:Ot acq defor:0.121 Newborn Diagnosis:9ccs221:Resp distres:0.121 Diagnosis:9ccs168:PID:0.121 Diagnosis:9ccs159:UTI:0.099 Diagnosis:9ccs143:Abdom hernia:0.091 Diagnosis:9ccs161:Ot dx kidney:0.079 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.069 Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.069 Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.063 Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs62:Coag/hemr dx:1.000 Diagnosis:9ccs64:Ot hematl dx:0.155 Diagnosis:9ccs134:Ot uppr resp:0.150 Diagnosis:9ccs89:Blindness:0.150 Diagnosis:9ccs212:Ot bone dx:0.125 Diagnosis:9ccs251:Abdomnl pain:0.120 Diagnosis:9ccs154:Gastroent:0.086 Lab:297262 HEMOGLOBIN (HEMOCUE):-0.066 Number of Visits:0.063 Diagnosis:9ccs91:Other eye dx:0.063 Newborn Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.511 Correlated most with: Newborn Diagnosis:9ccs96:Hrt valve dx:1.000 Diagnosis:9ccs213:Cardiac anom:0.280 Diagnosis:9ccs96:Hrt valve dx:0.220 Newborn Diagnosis:9ccs224:Ot perint dx:0.129 Diagnosis:9ccs211:Ot conn tiss:0.111 Diagnosis:9ccs216:Nerv cong an:0.089 Newborn Diagnosis:9ccs221:Resp distres:0.089 Diagnosis:9ccs117:Ot circul dx:0.083 Diagnosis:9ccs205:Back problem:0.070 Diagnosis:9ccs212:Ot bone dx:0.070 Diagnosis:9ccs238:Complic proc | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.496 Correlated most with: Diagnosis:9ccs238:Complic proc:1.000 Diagnosis:9ccs138:Esophgeal dx:0.112 Diagnosis:9ccs83:Epilepsy/cnv:0.104 Diagnosis:9ccs74:Ot mentl cnd:0.100 Diagnosis:9ccs234:Crush injury:0.084 Newborn Diagnosis:9ccs219:Low birth wt:0.078 Newborn Diagnosis:9ccs256:Exam/eval:0.076 Diagnosis:9ccs209:Ot acq defor:0.075 Diagnosis:9ccs90:Eye infectn:0.072 Diagnosis:9ccs256:Exam/eval:0.066 Newborn Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs221:Resp distres:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.272 Newborn Diagnosis:9ccs253:Allergy:0.220 Newborn Diagnosis:9ccs256:Exam/eval:0.197 Newborn Diagnosis:9ccs222:Perint jaund:0.149 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.140 Diagnosis:9ccs63:Wht blood dx:0.121 Lab:323825 STREP SCREEN THROAT - Sunrise:-0.117 Diagnosis:9ccs140:Gastritis:0.089 Diagnosis:9ccs167:Breast dx:0.089 Newborn Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.411 [0.298 6.685] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs253:Allergy:1.000 Newborn Diagnosis:9ccs219:Low birth wt:0.240 Newborn Diagnosis:9ccs221:Resp distres:0.220 Newborn Diagnosis:9ccs222:Perint jaund:0.154 Diagnosis:9ccs215:gu cong anom:0.152 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.122 Newborn Diagnosis:9ccs94:Other ear dx:-0.115 Newborn Diagnosis:9ccs256:Exam/eval:0.108 Diagnosis:9ccs64:Ot hematl dx:0.107 Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.090 Vital: HC Percentile-avg5to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.502 Correlated most with: Diagnosis:9ccs239:Superfic inj:-0.080 Newborn Diagnosis:9ccs95:Oth nerv dx:0.068 Diagnosis:9ccs10:Immuniz/scrn:0.060 Diagnosis:9ccs216:Nerv cong an:0.054 Diagnosis:9ccs204:Ot joint dx:0.050 Diagnosis:9ccs242:Poisn ot med:0.050 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.049 Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.049 Newborn Diagnosis:9ccs224:Ot perint dx:-0.040 Diagnosis:9ccs251:Abdomnl pain:0.036 Vital: HC Percentile-gain10to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.516 Correlated most with: Diagnosis:9ccs204:Ot joint dx:0.133 Diagnosis:9ccs242:Poisn ot med:0.133 Diagnosis:9ccs251:Abdomnl pain:0.098 Diagnosis:9ccs167:Breast dx:0.094 Diagnosis:9ccs238:Complic proc:-0.090 Diagnosis:9ccs153:GI hemorrhag:0.086 Newborn Diagnosis:9ccs223:Birth trauma:0.081 Diagnosis:9ccs154:Gastroent:0.072 Diagnosis:9ccs219:Low birth wt:0.065 Diagnosis:9ccs143:Abdom hernia:-0.063 Newborn Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.507 Correlated most with: Newborn Diagnosis:9ccs95:Oth nerv dx:1.000 Diagnosis:9ccs216:Nerv cong an:0.155 Diagnosis:9ccs2603:E Codes: Fall:0.150 Newborn Diagnosis:9ccs224:Ot perint dx:0.085 Diagnosis:9ccs10:Immuniz/scrn:-0.062 Diagnosis:9ccs95:Oth nerv dx:0.061 Diagnosis:9ccs138:Esophgeal dx:0.051 Diagnosis:9ccs257:Ot aftercare:-0.047 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.043 Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.043 Vital: BP-avg16to19 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.498 Correlated most with: Diagnosis:9ccs96:Hrt valve dx:-0.068 Diagnosis:9ccs59:Anemia:0.066 Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.048 Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.048 Diagnosis:9ccs197:Skin infectn:-0.047 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.044 Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.044 Diagnosis:9ccs90:Eye infectn:0.042 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.040 Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.040 Lab:323825 STREP SCREEN THROAT - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.504 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:1.000 Diagnosis:9ccs76:Meningitis:0.208 Newborn Diagnosis:9ccs221:Resp distres:-0.117 Diagnosis:9ccs159:UTI:0.084 Diagnosis:9ccs211:Ot conn tiss:-0.079 Diagnosis:9ccs128:Asthma:0.078 Diagnosis:9ccs250:Nausea/vomit:-0.072 Diagnosis:9ccs59:Anemia:0.070 Diagnosis:9ccs94:Other ear dx:0.069 Diagnosis:9ccs239:Superfic inj:0.066 Newborn Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.498 Correlated most with: Newborn Diagnosis:9ccs0:No DX:1.000 Newborn Diagnosis:9ccs94:Other ear dx:-0.294 Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.234 Diagnosis:9ccs214:GI cong anom:0.125 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.092 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.091 Diagnosis:9ccs209:Ot acq defor:0.075 Diagnosis:9ccs2603:E Codes: Fall:0.071 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.055 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.055 * Vital: HC Percentile-gain13to19 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 11.346 [1.025 125.601] | indivs AUC:0.507 Correlated most with: Newborn Diagnosis:9ccs95:Oth nerv dx:-0.139 Diagnosis:9ccs216:Nerv cong an:-0.110 Diagnosis:9ccs163:Other GU dx:-0.082 Diagnosis:9ccs153:GI hemorrhag:-0.077 Newborn Diagnosis:9ccs223:Birth trauma:-0.073 Diagnosis:9ccs138:Esophgeal dx:0.073 Diagnosis:9ccs154:Gastroent:-0.065 Diagnosis:9ccs219:Low birth wt:-0.056 Diagnosis:9ccs256:Exam/eval:0.051 Newborn Diagnosis:9ccs224:Ot perint dx:-0.049 Vital: HC Percentile-avg13to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.491 Correlated most with: Diagnosis:9ccs163:Other GU dx:-0.238 Diagnosis:9ccs219:Low birth wt:-0.163 Diagnosis:9ccs204:Ot joint dx:0.117 Diagnosis:9ccs242:Poisn ot med:0.117 Diagnosis:9ccs224:Ot perint dx:-0.111 Diagnosis:9ccs113:Late eff CVD:-0.092 Diagnosis:9ccs159:UTI:-0.089 Diagnosis:9ccs251:Abdomnl pain:0.086 Newborn Diagnosis:9ccs219:Low birth wt:-0.084 Diagnosis:9ccs167:Breast dx:0.083 Vital: HC Percentile-avg10to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500 Correlated most with: Diagnosis:9ccs238:Complic proc:-0.305 Diagnosis:9ccs95:Oth nerv dx:-0.106 Newborn Diagnosis:9ccs96:Hrt valve dx:0.096 Newborn Diagnosis:9ccs94:Other ear dx:0.093 Diagnosis:9ccs138:Esophgeal dx:-0.093 Newborn Diagnosis:9ccs10:Immuniz/scrn:0.075 Newborn Diagnosis:9ccs219:Low birth wt:-0.070 Diagnosis:9ccs140:Gastritis:0.069 Newborn Diagnosis:9ccs256:Exam/eval:-0.069 Diagnosis:9ccs74:Ot mentl cnd:-0.059 Vital: HC Percentile-gain16to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.493 Correlated most with: Lab:323825 STREP SCREEN THROAT - Sunrise:0.447 Diagnosis:9ccs163:Other GU dx:0.167 Diagnosis:9ccs76:Meningitis:0.155 Diagnosis:9ccs204:Ot joint dx:-0.111 Diagnosis:9ccs242:Poisn ot med:-0.111 Diagnosis:9ccs94:Other ear dx:0.103 Diagnosis:9ccs251:Abdomnl pain:-0.082 Diagnosis:9ccs167:Breast dx:-0.079 Diagnosis:9ccs159:UTI:0.063 Diagnosis:9ccs128:Asthma:0.058 Vital : 0.779560414912 Number of Visits : 0.0139223407629 MatDeliveryAge : 0.0125313568335 Census : 0.134017520726 Diagnosis : 0.0496090153052 Lab : 0.00385758663352 Newborn Diagnosis : 0.00650176482723 Time to run analysis 0:07:00.294246 Total Time elapsed 16:41:52.518830 ----------------------------------------------------- girls lasso_fts full lasso regression Running batch 1 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 10, alpha = 0.001, R^2 train: 0.503, R^2 test: 0.202 Bootstrap CV 10, alpha = 0.005, R^2 train: 0.490, R^2 test: 0.239 Bootstrap CV 10, alpha = 0.01, R^2 train: 0.482, R^2 test: 0.266 Bootstrap CV 10, alpha = 0.1, R^2 train: 0.378, R^2 test: 0.295 best alpha via bootstrap CV: 0.1 AUC Train: 0.761, Explained Variance Score Train: 0.378 AUC Validation: 0.905, Explained Variance Score Validation: 0.319 AUC Test: 0.795, Explained Variance Score Test: 0.360 Bootstrap CV 14, alpha = 0.001, R^2 train: 0.356, R^2 test: 0.018 Bootstrap CV 14, alpha = 0.005, R^2 train: 0.336, R^2 test: 0.079 Bootstrap CV 14, alpha = 0.01, R^2 train: 0.325, R^2 test: 0.105 Bootstrap CV 14, alpha = 0.1, R^2 train: 0.205, R^2 test: 0.117 best alpha via bootstrap CV: 0.01 AUC Train: 0.782, Explained Variance Score Train: 0.325 AUC Validation: 0.678, Explained Variance Score Validation: 0.139 AUC Test: 0.803, Explained Variance Score Test: 0.301 Bootstrap CV 3, alpha = 0.001, R^2 train: 0.529, R^2 test: 0.276 Bootstrap CV 3, alpha = 0.005, R^2 train: 0.521, R^2 test: 0.283 Bootstrap CV 3, alpha = 0.01, R^2 train: 0.515, R^2 test: 0.283 Bootstrap CV 3, alpha = 0.1, R^2 train: 0.438, R^2 test: 0.233 best alpha via bootstrap CV: 0.01 AUC Train: 0.869, Explained Variance Score Train: 0.515 AUC Validation: 0.743, Explained Variance Score Validation: 0.297 AUC Test: 0.839, Explained Variance Score Test: 0.408 Bootstrap CV 7, alpha = 0.001, R^2 train: 0.516, R^2 test: 0.275 Bootstrap CV 7, alpha = 0.005, R^2 train: 0.502, R^2 test: 0.350 Bootstrap CV 7, alpha = 0.01, R^2 train: 0.492, R^2 test: 0.370 Bootstrap CV 7, alpha = 0.1, R^2 train: 0.373, R^2 test: 0.337 best alpha via bootstrap CV: 0.01 AUC Train: 0.843, Explained Variance Score Train: 0.492 AUC Validation: 0.890, Explained Variance Score Validation: 0.370 AUC Test: 0.842, Explained Variance Score Test: 0.405 Bootstrap CV 5, alpha = 0.001, R^2 train: 0.532, R^2 test: 0.156 Bootstrap CV 5, alpha = 0.005, R^2 train: 0.519, R^2 test: 0.183 Bootstrap CV 5, alpha = 0.01, R^2 train: 0.503, R^2 test: 0.196 Bootstrap CV 5, alpha = 0.1, R^2 train: 0.388, R^2 test: 0.283 best alpha via bootstrap CV: 0.01 AUC Train: 0.900, Explained Variance Score Train: 0.503 AUC Validation: 0.742, Explained Variance Score Validation: 0.199 AUC Test: 0.823, Explained Variance Score Test: 0.388 Bootstrap CV 12, alpha = 0.001, R^2 train: 0.649, R^2 test: -0.110 Bootstrap CV 12, alpha = 0.005, R^2 train: 0.641, R^2 test: -0.045 Bootstrap CV 12, alpha = 0.01, R^2 train: 0.633, R^2 test: -0.010 Bootstrap CV 12, alpha = 0.1, R^2 train: 0.503, R^2 test: 0.119 best alpha via bootstrap CV: 0.1 AUC Train: 0.857, Explained Variance Score Train: 0.503 AUC Validation: 0.676, Explained Variance Score Validation: 0.133 AUC Test: 0.821, Explained Variance Score Test: 0.398 Bootstrap CV 15, alpha = 0.001, R^2 train: 0.600, R^2 test: 0.026 Bootstrap CV 15, alpha = 0.005, R^2 train: 0.596, R^2 test: 0.046 Bootstrap CV 15, alpha = 0.01, R^2 train: 0.588, R^2 test: 0.052 Bootstrap CV 15, alpha = 0.1, R^2 train: 0.500, R^2 test: 0.147 best alpha via bootstrap CV: 0.1 AUC Train: 0.841, Explained Variance Score Train: 0.500 AUC Validation: 0.710, Explained Variance Score Validation: 0.151 AUC Test: 0.816, Explained Variance Score Test: 0.394 Bootstrap CV 2, alpha = 0.001, R^2 train: 0.479, R^2 test: 0.076 Bootstrap CV 2, alpha = 0.005, R^2 train: 0.452, R^2 test: 0.179 Bootstrap CV 2, alpha = 0.01, R^2 train: 0.439, R^2 test: 0.220 Bootstrap CV 2, alpha = 0.1, R^2 train: 0.326, R^2 test: 0.220 best alpha via bootstrap CV: 0.01 AUC Train: 0.857, Explained Variance Score Train: 0.439 AUC Validation: 0.811, Explained Variance Score Validation: 0.228 AUC Test: 0.813, Explained Variance Score Test: 0.341 Bootstrap CV 9, alpha = 0.001, R^2 train: 0.473, R^2 test: 0.155 Bootstrap CV 9, alpha = 0.005, R^2 train: 0.468, R^2 test: 0.203 Bootstrap CV 9, alpha = 0.01, R^2 train: 0.456, R^2 test: 0.226 Bootstrap CV 9, alpha = 0.1, R^2 train: 0.342, R^2 test: 0.219 best alpha via bootstrap CV: 0.01 AUC Train: 0.849, Explained Variance Score Train: 0.456 AUC Validation: 0.721, Explained Variance Score Validation: 0.227 AUC Test: 0.836, Explained Variance Score Test: 0.382 Bootstrap CV 8, alpha = 0.001, R^2 train: 0.520, R^2 test: 0.237 Bootstrap CV 8, alpha = 0.005, R^2 train: 0.496, R^2 test: 0.282 Bootstrap CV 8, alpha = 0.01, R^2 train: 0.464, R^2 test: 0.299 Bootstrap CV 8, alpha = 0.1, R^2 train: 0.313, R^2 test: 0.211 best alpha via bootstrap CV: 0.01 AUC Train: 0.875, Explained Variance Score Train: 0.464 AUC Validation: 0.826, Explained Variance Score Validation: 0.310 AUC Test: 0.812, Explained Variance Score Test: 0.319 Bootstrap CV 1, alpha = 0.001, R^2 train: 0.605, R^2 test: 0.376 Bootstrap CV 1, alpha = 0.005, R^2 train: 0.597, R^2 test: 0.405 Bootstrap CV 1, alpha = 0.01, R^2 train: 0.582, R^2 test: 0.425 Bootstrap CV 1, alpha = 0.1, R^2 train: 0.463, R^2 test: 0.401 best alpha via bootstrap CV: 0.1 AUC Train: 0.868, Explained Variance Score Train: 0.463 AUC Validation: 0.731, Explained Variance Score Validation: 0.401 AUC Test: 0.818, Explained Variance Score Test: 0.354 Bootstrap CV 11, alpha = 0.001, R^2 train: 0.509, R^2 test: 0.253 Bootstrap CV 11, alpha = 0.005, R^2 train: 0.493, R^2 test: 0.301 Bootstrap CV 11, alpha = 0.01, R^2 train: 0.472, R^2 test: 0.325 Bootstrap CV 11, alpha = 0.1, R^2 train: 0.376, R^2 test: 0.318 best alpha via bootstrap CV: 0.01 AUC Train: 0.874, Explained Variance Score Train: 0.472 AUC Validation: 0.775, Explained Variance Score Validation: 0.325 AUC Test: 0.808, Explained Variance Score Test: 0.343 Bootstrap CV 6, alpha = 0.001, R^2 train: 0.493, R^2 test: 0.251 Bootstrap CV 6, alpha = 0.005, R^2 train: 0.453, R^2 test: 0.310 Bootstrap CV 6, alpha = 0.01, R^2 train: 0.444, R^2 test: 0.351 Bootstrap CV 6, alpha = 0.1, R^2 train: 0.353, R^2 test: 0.317 best alpha via bootstrap CV: 0.01 AUC Train: 0.785, Explained Variance Score Train: 0.444 AUC Validation: 0.871, Explained Variance Score Validation: 0.352 AUC Test: 0.823, Explained Variance Score Test: 0.357 Bootstrap CV 0, alpha = 0.001, R^2 train: 0.481, R^2 test: 0.308 Bootstrap CV 0, alpha = 0.005, R^2 train: 0.465, R^2 test: 0.367 Bootstrap CV 0, alpha = 0.01, R^2 train: 0.445, R^2 test: 0.381 Bootstrap CV 0, alpha = 0.1, R^2 train: 0.316, R^2 test: 0.340 best alpha via bootstrap CV: 0.01 AUC Train: 0.729, Explained Variance Score Train: 0.445 AUC Validation: 0.849, Explained Variance Score Validation: 0.388 AUC Test: 0.789, Explained Variance Score Test: 0.330 Bootstrap CV 13, alpha = 0.001, R^2 train: 0.578, R^2 test: 0.049 Bootstrap CV 13, alpha = 0.005, R^2 train: 0.565, R^2 test: 0.199 Bootstrap CV 13, alpha = 0.01, R^2 train: 0.539, R^2 test: 0.272 Bootstrap CV 13, alpha = 0.1, R^2 train: 0.376, R^2 test: 0.286 best alpha via bootstrap CV: 0.01 AUC Train: 0.857, Explained Variance Score Train: 0.539 AUC Validation: 0.812, Explained Variance Score Validation: 0.300 AUC Test: 0.822, Explained Variance Score Test: 0.376 Bootstrap CV 4, alpha = 0.001, R^2 train: 0.485, R^2 test: 0.121 Bootstrap CV 4, alpha = 0.005, R^2 train: 0.473, R^2 test: 0.193 Bootstrap CV 4, alpha = 0.01, R^2 train: 0.458, R^2 test: 0.227 Bootstrap CV 4, alpha = 0.1, R^2 train: 0.357, R^2 test: 0.256 best alpha via bootstrap CV: 0.01 AUC Train: 0.888, Explained Variance Score Train: 0.458 AUC Validation: 0.728, Explained Variance Score Validation: 0.228 AUC Test: 0.826, Explained Variance Score Test: 0.387 Running batch 2 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 26, alpha = 0.001, R^2 train: 0.518, R^2 test: 0.393 Bootstrap CV 26, alpha = 0.005, R^2 train: 0.510, R^2 test: 0.398 Bootstrap CV 26, alpha = 0.01, R^2 train: 0.500, R^2 test: 0.393 Bootstrap CV 26, alpha = 0.1, R^2 train: 0.399, R^2 test: 0.351 best alpha via bootstrap CV: 0.01 AUC Train: 0.862, Explained Variance Score Train: 0.500 AUC Validation: 0.747, Explained Variance Score Validation: 0.396 AUC Test: 0.820, Explained Variance Score Test: 0.358
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 17, alpha = 0.001, R^2 train: 0.421, R^2 test: 0.159 Bootstrap CV 17, alpha = 0.005, R^2 train: 0.416, R^2 test: 0.200 Bootstrap CV 17, alpha = 0.01, R^2 train: 0.410, R^2 test: 0.212 Bootstrap CV 17, alpha = 0.1, R^2 train: 0.324, R^2 test: 0.264 best alpha via bootstrap CV: 0.01 AUC Train: 0.773, Explained Variance Score Train: 0.410 AUC Validation: 0.759, Explained Variance Score Validation: 0.212 AUC Test: 0.832, Explained Variance Score Test: 0.300 Bootstrap CV 20, alpha = 0.001, R^2 train: 0.500, R^2 test: 0.290 Bootstrap CV 20, alpha = 0.005, R^2 train: 0.487, R^2 test: 0.317 Bootstrap CV 20, alpha = 0.01, R^2 train: 0.465, R^2 test: 0.317 Bootstrap CV 20, alpha = 0.1, R^2 train: 0.309, R^2 test: 0.240 best alpha via bootstrap CV: 0.1 AUC Train: 0.780, Explained Variance Score Train: 0.309 AUC Validation: 0.747, Explained Variance Score Validation: 0.271 AUC Test: 0.817, Explained Variance Score Test: 0.301 Bootstrap CV 16, alpha = 0.001, R^2 train: 0.616, R^2 test: 0.244 Bootstrap CV 16, alpha = 0.005, R^2 train: 0.598, R^2 test: 0.297 Bootstrap CV 16, alpha = 0.01, R^2 train: 0.581, R^2 test: 0.316 Bootstrap CV 16, alpha = 0.1, R^2 train: 0.464, R^2 test: 0.326 best alpha via bootstrap CV: 0.1 AUC Train: 0.821, Explained Variance Score Train: 0.464 AUC Validation: 0.767, Explained Variance Score Validation: 0.342 AUC Test: 0.823, Explained Variance Score Test: 0.394 Bootstrap CV 30, alpha = 0.001, R^2 train: 0.430, R^2 test: 0.364 Bootstrap CV 30, alpha = 0.005, R^2 train: 0.417, R^2 test: 0.359 Bootstrap CV 30, alpha = 0.01, R^2 train: 0.400, R^2 test: 0.355 Bootstrap CV 30, alpha = 0.1, R^2 train: 0.315, R^2 test: 0.306 best alpha via bootstrap CV: 0.005 AUC Train: 0.852, Explained Variance Score Train: 0.417 AUC Validation: 0.733, Explained Variance Score Validation: 0.376 AUC Test: 0.829, Explained Variance Score Test: 0.376 Bootstrap CV 28, alpha = 0.001, R^2 train: 0.531, R^2 test: 0.046 Bootstrap CV 28, alpha = 0.005, R^2 train: 0.510, R^2 test: 0.162 Bootstrap CV 28, alpha = 0.01, R^2 train: 0.491, R^2 test: 0.228 Bootstrap CV 28, alpha = 0.1, R^2 train: 0.386, R^2 test: 0.254 best alpha via bootstrap CV: 0.1 AUC Train: 0.826, Explained Variance Score Train: 0.386 AUC Validation: 0.803, Explained Variance Score Validation: 0.258 AUC Test: 0.785, Explained Variance Score Test: 0.319 Bootstrap CV 23, alpha = 0.001, R^2 train: 0.487, R^2 test: 0.099 Bootstrap CV 23, alpha = 0.005, R^2 train: 0.475, R^2 test: 0.174 Bootstrap CV 23, alpha = 0.01, R^2 train: 0.464, R^2 test: 0.206 Bootstrap CV 23, alpha = 0.1, R^2 train: 0.376, R^2 test: 0.240 best alpha via bootstrap CV: 0.01 AUC Train: 0.856, Explained Variance Score Train: 0.464 AUC Validation: 0.755, Explained Variance Score Validation: 0.329 AUC Test: 0.827, Explained Variance Score Test: 0.385 Bootstrap CV 29, alpha = 0.001, R^2 train: 0.464, R^2 test: 0.209 Bootstrap CV 29, alpha = 0.005, R^2 train: 0.453, R^2 test: 0.304 Bootstrap CV 29, alpha = 0.01, R^2 train: 0.442, R^2 test: 0.306 Bootstrap CV 29, alpha = 0.1, R^2 train: 0.326, R^2 test: 0.287 best alpha via bootstrap CV: 0.01 AUC Train: 0.811, Explained Variance Score Train: 0.442 AUC Validation: 0.813, Explained Variance Score Validation: 0.306 AUC Test: 0.815, Explained Variance Score Test: 0.363 Bootstrap CV 24, alpha = 0.001, R^2 train: 0.557, R^2 test: 0.319 Bootstrap CV 24, alpha = 0.005, R^2 train: 0.546, R^2 test: 0.331 Bootstrap CV 24, alpha = 0.01, R^2 train: 0.532, R^2 test: 0.333 Bootstrap CV 24, alpha = 0.1, R^2 train: 0.393, R^2 test: 0.296 best alpha via bootstrap CV: 0.01 AUC Train: 0.750, Explained Variance Score Train: 0.532 AUC Validation: 0.800, Explained Variance Score Validation: 0.334 AUC Test: 0.798, Explained Variance Score Test: 0.361 Bootstrap CV 27, alpha = 0.001, R^2 train: 0.379, R^2 test: 0.360 Bootstrap CV 27, alpha = 0.005, R^2 train: 0.367, R^2 test: 0.423 Bootstrap CV 27, alpha = 0.01, R^2 train: 0.352, R^2 test: 0.448 Bootstrap CV 27, alpha = 0.1, R^2 train: 0.260, R^2 test: 0.365 best alpha via bootstrap CV: 0.01 AUC Train: 0.775, Explained Variance Score Train: 0.352 AUC Validation: 0.837, Explained Variance Score Validation: 0.448 AUC Test: 0.827, Explained Variance Score Test: 0.370 Bootstrap CV 18, alpha = 0.001, R^2 train: 0.531, R^2 test: 0.239 Bootstrap CV 18, alpha = 0.005, R^2 train: 0.524, R^2 test: 0.274 Bootstrap CV 18, alpha = 0.01, R^2 train: 0.515, R^2 test: 0.296 Bootstrap CV 18, alpha = 0.1, R^2 train: 0.382, R^2 test: 0.319 best alpha via bootstrap CV: 0.1 AUC Train: 0.829, Explained Variance Score Train: 0.382 AUC Validation: 0.825, Explained Variance Score Validation: 0.319 AUC Test: 0.807, Explained Variance Score Test: 0.327 Bootstrap CV 21, alpha = 0.001, R^2 train: 0.390, R^2 test: -0.005 Bootstrap CV 21, alpha = 0.005, R^2 train: 0.368, R^2 test: 0.166 Bootstrap CV 21, alpha = 0.01, R^2 train: 0.354, R^2 test: 0.191 Bootstrap CV 21, alpha = 0.1, R^2 train: 0.206, R^2 test: 0.178 best alpha via bootstrap CV: 0.01 AUC Train: 0.804, Explained Variance Score Train: 0.354 AUC Validation: 0.709, Explained Variance Score Validation: 0.194 AUC Test: 0.815, Explained Variance Score Test: 0.299 Bootstrap CV 25, alpha = 0.001, R^2 train: 0.565, R^2 test: 0.440 Bootstrap CV 25, alpha = 0.005, R^2 train: 0.549, R^2 test: 0.467 Bootstrap CV 25, alpha = 0.01, R^2 train: 0.534, R^2 test: 0.464 Bootstrap CV 25, alpha = 0.1, R^2 train: 0.452, R^2 test: 0.422 best alpha via bootstrap CV: 0.01 AUC Train: 0.896, Explained Variance Score Train: 0.534 AUC Validation: 0.706, Explained Variance Score Validation: 0.465 AUC Test: 0.813, Explained Variance Score Test: 0.365 Bootstrap CV 31, alpha = 0.001, R^2 train: 0.521, R^2 test: 0.226 Bootstrap CV 31, alpha = 0.005, R^2 train: 0.512, R^2 test: 0.284 Bootstrap CV 31, alpha = 0.01, R^2 train: 0.503, R^2 test: 0.308 Bootstrap CV 31, alpha = 0.1, R^2 train: 0.405, R^2 test: 0.291 best alpha via bootstrap CV: 0.005 AUC Train: 0.809, Explained Variance Score Train: 0.512 AUC Validation: 0.836, Explained Variance Score Validation: 0.292 AUC Test: 0.829, Explained Variance Score Test: 0.395 Bootstrap CV 22, alpha = 0.001, R^2 train: 0.567, R^2 test: 0.164 Bootstrap CV 22, alpha = 0.005, R^2 train: 0.536, R^2 test: 0.211 Bootstrap CV 22, alpha = 0.01, R^2 train: 0.506, R^2 test: 0.250 Bootstrap CV 22, alpha = 0.1, R^2 train: 0.308, R^2 test: 0.275 best alpha via bootstrap CV: 0.01 AUC Train: 0.900, Explained Variance Score Train: 0.506 AUC Validation: 0.805, Explained Variance Score Validation: 0.256 AUC Test: 0.813, Explained Variance Score Test: 0.339 Bootstrap CV 19, alpha = 0.001, R^2 train: 0.471, R^2 test: -0.432 Bootstrap CV 19, alpha = 0.005, R^2 train: 0.443, R^2 test: 0.175 Bootstrap CV 19, alpha = 0.01, R^2 train: 0.422, R^2 test: 0.269 Bootstrap CV 19, alpha = 0.1, R^2 train: 0.324, R^2 test: 0.235 best alpha via bootstrap CV: 0.1 AUC Train: 0.804, Explained Variance Score Train: 0.324 AUC Validation: 0.817, Explained Variance Score Validation: 0.242 AUC Test: 0.797, Explained Variance Score Test: 0.327 Running batch 3 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 32, alpha = 0.001, R^2 train: 0.539, R^2 test: 0.290 Bootstrap CV 32, alpha = 0.005, R^2 train: 0.533, R^2 test: 0.307 Bootstrap CV 32, alpha = 0.01, R^2 train: 0.524, R^2 test: 0.310 Bootstrap CV 32, alpha = 0.1, R^2 train: 0.436, R^2 test: 0.192 best alpha via bootstrap CV: 0.01 AUC Train: 0.876, Explained Variance Score Train: 0.524 AUC Validation: 0.843, Explained Variance Score Validation: 0.319 AUC Test: 0.819, Explained Variance Score Test: 0.381
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 47, alpha = 0.001, R^2 train: 0.414, R^2 test: -0.761 Bootstrap CV 47, alpha = 0.005, R^2 train: 0.375, R^2 test: 0.201 Bootstrap CV 47, alpha = 0.01, R^2 train: 0.359, R^2 test: 0.205 Bootstrap CV 47, alpha = 0.1, R^2 train: 0.241, R^2 test: 0.152 best alpha via bootstrap CV: 0.01 AUC Train: 0.828, Explained Variance Score Train: 0.359 AUC Validation: 0.776, Explained Variance Score Validation: 0.205 AUC Test: 0.838, Explained Variance Score Test: 0.395 Bootstrap CV 33, alpha = 0.001, R^2 train: 0.473, R^2 test: 0.152 Bootstrap CV 33, alpha = 0.005, R^2 train: 0.466, R^2 test: 0.188 Bootstrap CV 33, alpha = 0.01, R^2 train: 0.461, R^2 test: 0.214 Bootstrap CV 33, alpha = 0.1, R^2 train: 0.392, R^2 test: 0.290 best alpha via bootstrap CV: 0.01 AUC Train: 0.868, Explained Variance Score Train: 0.461 AUC Validation: 0.794, Explained Variance Score Validation: 0.235 AUC Test: 0.835, Explained Variance Score Test: 0.390 Bootstrap CV 34, alpha = 0.001, R^2 train: 0.420, R^2 test: 0.021 Bootstrap CV 34, alpha = 0.005, R^2 train: 0.409, R^2 test: 0.139 Bootstrap CV 34, alpha = 0.01, R^2 train: 0.398, R^2 test: 0.179 Bootstrap CV 34, alpha = 0.1, R^2 train: 0.304, R^2 test: 0.240 best alpha via bootstrap CV: 0.01 AUC Train: 0.840, Explained Variance Score Train: 0.398 AUC Validation: 0.688, Explained Variance Score Validation: 0.182 AUC Test: 0.820, Explained Variance Score Test: 0.359 Bootstrap CV 36, alpha = 0.001, R^2 train: 0.469, R^2 test: 0.154 Bootstrap CV 36, alpha = 0.005, R^2 train: 0.452, R^2 test: 0.217 Bootstrap CV 36, alpha = 0.01, R^2 train: 0.437, R^2 test: 0.235 Bootstrap CV 36, alpha = 0.1, R^2 train: 0.311, R^2 test: 0.232 best alpha via bootstrap CV: 0.01 AUC Train: 0.869, Explained Variance Score Train: 0.437 AUC Validation: 0.699, Explained Variance Score Validation: 0.238 AUC Test: 0.808, Explained Variance Score Test: 0.326 Bootstrap CV 41, alpha = 0.001, R^2 train: 0.330, R^2 test: 0.218 Bootstrap CV 41, alpha = 0.005, R^2 train: 0.315, R^2 test: 0.244 Bootstrap CV 41, alpha = 0.01, R^2 train: 0.306, R^2 test: 0.250 Bootstrap CV 41, alpha = 0.1, R^2 train: 0.198, R^2 test: 0.241 best alpha via bootstrap CV: 0.01 AUC Train: 0.813, Explained Variance Score Train: 0.306 AUC Validation: 0.695, Explained Variance Score Validation: 0.261 AUC Test: 0.796, Explained Variance Score Test: 0.275 Bootstrap CV 43, alpha = 0.001, R^2 train: 0.551, R^2 test: 0.077 Bootstrap CV 43, alpha = 0.005, R^2 train: 0.544, R^2 test: 0.115 Bootstrap CV 43, alpha = 0.01, R^2 train: 0.535, R^2 test: 0.135 Bootstrap CV 43, alpha = 0.1, R^2 train: 0.418, R^2 test: 0.121 best alpha via bootstrap CV: 0.01 AUC Train: 0.845, Explained Variance Score Train: 0.535 AUC Validation: 0.765, Explained Variance Score Validation: 0.139 AUC Test: 0.807, Explained Variance Score Test: 0.363 Bootstrap CV 35, alpha = 0.001, R^2 train: 0.594, R^2 test: 0.012 Bootstrap CV 35, alpha = 0.005, R^2 train: 0.583, R^2 test: 0.154 Bootstrap CV 35, alpha = 0.01, R^2 train: 0.567, R^2 test: 0.224 Bootstrap CV 35, alpha = 0.1, R^2 train: 0.449, R^2 test: 0.359 best alpha via bootstrap CV: 0.1 AUC Train: 0.831, Explained Variance Score Train: 0.449 AUC Validation: 0.796, Explained Variance Score Validation: 0.359 AUC Test: 0.806, Explained Variance Score Test: 0.365 Bootstrap CV 37, alpha = 0.001, R^2 train: 0.528, R^2 test: 0.283 Bootstrap CV 37, alpha = 0.005, R^2 train: 0.516, R^2 test: 0.279 Bootstrap CV 37, alpha = 0.01, R^2 train: 0.503, R^2 test: 0.299 Bootstrap CV 37, alpha = 0.1, R^2 train: 0.400, R^2 test: 0.310 best alpha via bootstrap CV: 0.1 AUC Train: 0.804, Explained Variance Score Train: 0.400 AUC Validation: 0.838, Explained Variance Score Validation: 0.311 AUC Test: 0.833, Explained Variance Score Test: 0.381 Bootstrap CV 45, alpha = 0.001, R^2 train: 0.490, R^2 test: 0.167 Bootstrap CV 45, alpha = 0.005, R^2 train: 0.476, R^2 test: 0.235 Bootstrap CV 45, alpha = 0.01, R^2 train: 0.469, R^2 test: 0.268 Bootstrap CV 45, alpha = 0.1, R^2 train: 0.333, R^2 test: 0.277 best alpha via bootstrap CV: 0.01 AUC Train: 0.875, Explained Variance Score Train: 0.469 AUC Validation: 0.737, Explained Variance Score Validation: 0.280 AUC Test: 0.822, Explained Variance Score Test: 0.348 Bootstrap CV 44, alpha = 0.001, R^2 train: 0.447, R^2 test: 0.026 Bootstrap CV 44, alpha = 0.005, R^2 train: 0.439, R^2 test: 0.119 Bootstrap CV 44, alpha = 0.01, R^2 train: 0.425, R^2 test: 0.179 Bootstrap CV 44, alpha = 0.1, R^2 train: 0.302, R^2 test: 0.291 best alpha via bootstrap CV: 0.01 AUC Train: 0.812, Explained Variance Score Train: 0.425 AUC Validation: 0.686, Explained Variance Score Validation: 0.179 AUC Test: 0.801, Explained Variance Score Test: 0.340 Bootstrap CV 38, alpha = 0.001, R^2 train: 0.476, R^2 test: -0.068 Bootstrap CV 38, alpha = 0.005, R^2 train: 0.463, R^2 test: 0.048 Bootstrap CV 38, alpha = 0.01, R^2 train: 0.439, R^2 test: 0.111 Bootstrap CV 38, alpha = 0.1, R^2 train: 0.274, R^2 test: 0.258 best alpha via bootstrap CV: 0.1 AUC Train: 0.724, Explained Variance Score Train: 0.274 AUC Validation: 0.820, Explained Variance Score Validation: 0.346 AUC Test: 0.825, Explained Variance Score Test: 0.299 Bootstrap CV 46, alpha = 0.001, R^2 train: 0.475, R^2 test: 0.234 Bootstrap CV 46, alpha = 0.005, R^2 train: 0.466, R^2 test: 0.276 Bootstrap CV 46, alpha = 0.01, R^2 train: 0.452, R^2 test: 0.301 Bootstrap CV 46, alpha = 0.1, R^2 train: 0.308, R^2 test: 0.317 best alpha via bootstrap CV: 0.01 AUC Train: 0.923, Explained Variance Score Train: 0.452 AUC Validation: 0.840, Explained Variance Score Validation: 0.324 AUC Test: 0.818, Explained Variance Score Test: 0.356 Bootstrap CV 40, alpha = 0.001, R^2 train: 0.531, R^2 test: 0.262 Bootstrap CV 40, alpha = 0.005, R^2 train: 0.508, R^2 test: 0.272 Bootstrap CV 40, alpha = 0.01, R^2 train: 0.482, R^2 test: 0.281 Bootstrap CV 40, alpha = 0.1, R^2 train: 0.394, R^2 test: 0.299 best alpha via bootstrap CV: 0.005 AUC Train: 0.889, Explained Variance Score Train: 0.508 AUC Validation: 0.746, Explained Variance Score Validation: 0.272 AUC Test: 0.832, Explained Variance Score Test: 0.390 Bootstrap CV 39, alpha = 0.001, R^2 train: 0.491, R^2 test: 0.320 Bootstrap CV 39, alpha = 0.005, R^2 train: 0.455, R^2 test: 0.385 Bootstrap CV 39, alpha = 0.01, R^2 train: 0.448, R^2 test: 0.402 Bootstrap CV 39, alpha = 0.1, R^2 train: 0.337, R^2 test: 0.438 best alpha via bootstrap CV: 0.1 AUC Train: 0.735, Explained Variance Score Train: 0.337 AUC Validation: 0.844, Explained Variance Score Validation: 0.438 AUC Test: 0.803, Explained Variance Score Test: 0.352 Bootstrap CV 42, alpha = 0.001, R^2 train: 0.512, R^2 test: 0.246 Bootstrap CV 42, alpha = 0.005, R^2 train: 0.460, R^2 test: 0.303 Bootstrap CV 42, alpha = 0.01, R^2 train: 0.446, R^2 test: 0.325 Bootstrap CV 42, alpha = 0.1, R^2 train: 0.327, R^2 test: 0.346 best alpha via bootstrap CV: 0.01 AUC Train: 0.896, Explained Variance Score Train: 0.446 AUC Validation: 0.766, Explained Variance Score Validation: 0.342 AUC Test: 0.811, Explained Variance Score Test: 0.333 Running batch 4 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 51, alpha = 0.001, R^2 train: 0.555, R^2 test: 0.056 Bootstrap CV 51, alpha = 0.005, R^2 train: 0.549, R^2 test: 0.077 Bootstrap CV 51, alpha = 0.01, R^2 train: 0.542, R^2 test: 0.102 Bootstrap CV 51, alpha = 0.1, R^2 train: 0.465, R^2 test: 0.174 best alpha via bootstrap CV: 0.01 AUC Train: 0.862, Explained Variance Score Train: 0.542 AUC Validation: 0.739, Explained Variance Score Validation: 0.104 AUC Test: 0.830, Explained Variance Score Test: 0.377 Bootstrap CV 49, alpha = 0.001, R^2 train: 0.366, R^2 test: 0.061 Bootstrap CV 49, alpha = 0.005, R^2 train: 0.357, R^2 test: 0.126 Bootstrap CV 49, alpha = 0.01, R^2 train: 0.345, R^2 test: 0.159 Bootstrap CV 49, alpha = 0.1, R^2 train: 0.251, R^2 test: 0.226 best alpha via bootstrap CV: 0.01 AUC Train: 0.775, Explained Variance Score Train: 0.345 AUC Validation: 0.612, Explained Variance Score Validation: 0.174 AUC Test: 0.819, Explained Variance Score Test: 0.306 Bootstrap CV 58, alpha = 0.001, R^2 train: 0.467, R^2 test: 0.203 Bootstrap CV 58, alpha = 0.005, R^2 train: 0.452, R^2 test: 0.263 Bootstrap CV 58, alpha = 0.01, R^2 train: 0.433, R^2 test: 0.324 Bootstrap CV 58, alpha = 0.1, R^2 train: 0.341, R^2 test: 0.250 best alpha via bootstrap CV: 0.01 AUC Train: 0.831, Explained Variance Score Train: 0.433 AUC Validation: 0.761, Explained Variance Score Validation: 0.334 AUC Test: 0.827, Explained Variance Score Test: 0.309 Bootstrap CV 52, alpha = 0.001, R^2 train: 0.444, R^2 test: -0.004 Bootstrap CV 52, alpha = 0.005, R^2 train: 0.434, R^2 test: 0.062 Bootstrap CV 52, alpha = 0.01, R^2 train: 0.420, R^2 test: 0.100 Bootstrap CV 52, alpha = 0.1, R^2 train: 0.330, R^2 test: 0.233 best alpha via bootstrap CV: 0.1 AUC Train: 0.836, Explained Variance Score Train: 0.330 AUC Validation: 0.850, Explained Variance Score Validation: 0.266 AUC Test: 0.818, Explained Variance Score Test: 0.338 Bootstrap CV 62, alpha = 0.001, R^2 train: 0.535, R^2 test: 0.206 Bootstrap CV 62, alpha = 0.005, R^2 train: 0.522, R^2 test: 0.241 Bootstrap CV 62, alpha = 0.01, R^2 train: 0.506, R^2 test: 0.280 Bootstrap CV 62, alpha = 0.1, R^2 train: 0.397, R^2 test: 0.273 best alpha via bootstrap CV: 0.01 AUC Train: 0.803, Explained Variance Score Train: 0.506 AUC Validation: 0.759, Explained Variance Score Validation: 0.292 AUC Test: 0.811, Explained Variance Score Test: 0.335 Bootstrap CV 54, alpha = 0.001, R^2 train: 0.417, R^2 test: 0.113 Bootstrap CV 54, alpha = 0.005, R^2 train: 0.407, R^2 test: 0.187 Bootstrap CV 54, alpha = 0.01, R^2 train: 0.398, R^2 test: 0.225 Bootstrap CV 54, alpha = 0.1, R^2 train: 0.285, R^2 test: 0.285 best alpha via bootstrap CV: 0.1 AUC Train: 0.796, Explained Variance Score Train: 0.285 AUC Validation: 0.705, Explained Variance Score Validation: 0.295 AUC Test: 0.810, Explained Variance Score Test: 0.318 Bootstrap CV 48, alpha = 0.001, R^2 train: 0.429, R^2 test: 0.098 Bootstrap CV 48, alpha = 0.005, R^2 train: 0.419, R^2 test: 0.198 Bootstrap CV 48, alpha = 0.01, R^2 train: 0.411, R^2 test: 0.238 Bootstrap CV 48, alpha = 0.1, R^2 train: 0.283, R^2 test: 0.247 best alpha via bootstrap CV: 0.01 AUC Train: 0.874, Explained Variance Score Train: 0.411 AUC Validation: 0.795, Explained Variance Score Validation: 0.285 AUC Test: 0.809, Explained Variance Score Test: 0.315 Bootstrap CV 53, alpha = 0.001, R^2 train: 0.638, R^2 test: 0.116 Bootstrap CV 53, alpha = 0.005, R^2 train: 0.634, R^2 test: 0.137 Bootstrap CV 53, alpha = 0.01, R^2 train: 0.629, R^2 test: 0.156 Bootstrap CV 53, alpha = 0.1, R^2 train: 0.505, R^2 test: 0.252 best alpha via bootstrap CV: 0.1 AUC Train: 0.827, Explained Variance Score Train: 0.505 AUC Validation: 0.713, Explained Variance Score Validation: 0.252 AUC Test: 0.799, Explained Variance Score Test: 0.369 Bootstrap CV 57, alpha = 0.001, R^2 train: 0.496, R^2 test: -0.024 Bootstrap CV 57, alpha = 0.005, R^2 train: 0.474, R^2 test: 0.097 Bootstrap CV 57, alpha = 0.01, R^2 train: 0.457, R^2 test: 0.117 Bootstrap CV 57, alpha = 0.1, R^2 train: 0.341, R^2 test: 0.239 best alpha via bootstrap CV: 0.1 AUC Train: 0.832, Explained Variance Score Train: 0.341 AUC Validation: 0.756, Explained Variance Score Validation: 0.243 AUC Test: 0.795, Explained Variance Score Test: 0.324 Bootstrap CV 61, alpha = 0.001, R^2 train: 0.494, R^2 test: 0.022 Bootstrap CV 61, alpha = 0.005, R^2 train: 0.477, R^2 test: 0.043 Bootstrap CV 61, alpha = 0.01, R^2 train: 0.471, R^2 test: 0.053 Bootstrap CV 61, alpha = 0.1, R^2 train: 0.325, R^2 test: 0.175 best alpha via bootstrap CV: 0.01 AUC Train: 0.916, Explained Variance Score Train: 0.471 AUC Validation: 0.727, Explained Variance Score Validation: 0.055 AUC Test: 0.827, Explained Variance Score Test: 0.324 Bootstrap CV 59, alpha = 0.001, R^2 train: 0.536, R^2 test: 0.098 Bootstrap CV 59, alpha = 0.005, R^2 train: 0.523, R^2 test: 0.143 Bootstrap CV 59, alpha = 0.01, R^2 train: 0.515, R^2 test: 0.157 Bootstrap CV 59, alpha = 0.1, R^2 train: 0.424, R^2 test: 0.279 best alpha via bootstrap CV: 0.01 AUC Train: 0.899, Explained Variance Score Train: 0.515 AUC Validation: 0.827, Explained Variance Score Validation: 0.157 AUC Test: 0.819, Explained Variance Score Test: 0.299 Bootstrap CV 60, alpha = 0.001, R^2 train: 0.537, R^2 test: 0.274 Bootstrap CV 60, alpha = 0.005, R^2 train: 0.521, R^2 test: 0.324 Bootstrap CV 60, alpha = 0.01, R^2 train: 0.503, R^2 test: 0.389 Bootstrap CV 60, alpha = 0.1, R^2 train: 0.377, R^2 test: 0.414 best alpha via bootstrap CV: 0.01 AUC Train: 0.818, Explained Variance Score Train: 0.503 AUC Validation: 0.819, Explained Variance Score Validation: 0.399 AUC Test: 0.811, Explained Variance Score Test: 0.367 Bootstrap CV 63, alpha = 0.001, R^2 train: 0.486, R^2 test: -0.009 Bootstrap CV 63, alpha = 0.005, R^2 train: 0.473, R^2 test: 0.042 Bootstrap CV 63, alpha = 0.01, R^2 train: 0.462, R^2 test: 0.076 Bootstrap CV 63, alpha = 0.1, R^2 train: 0.367, R^2 test: 0.141 best alpha via bootstrap CV: 0.01 AUC Train: 0.854, Explained Variance Score Train: 0.462 AUC Validation: 0.751, Explained Variance Score Validation: 0.079 AUC Test: 0.817, Explained Variance Score Test: 0.356 Bootstrap CV 50, alpha = 0.001, R^2 train: 0.505, R^2 test: 0.034 Bootstrap CV 50, alpha = 0.005, R^2 train: 0.499, R^2 test: 0.122 Bootstrap CV 50, alpha = 0.01, R^2 train: 0.484, R^2 test: 0.202 Bootstrap CV 50, alpha = 0.1, R^2 train: 0.368, R^2 test: 0.307 best alpha via bootstrap CV: 0.1 AUC Train: 0.796, Explained Variance Score Train: 0.368 AUC Validation: 0.819, Explained Variance Score Validation: 0.311 AUC Test: 0.805, Explained Variance Score Test: 0.332 Bootstrap CV 56, alpha = 0.001, R^2 train: 0.543, R^2 test: 0.027 Bootstrap CV 56, alpha = 0.005, R^2 train: 0.521, R^2 test: 0.064 Bootstrap CV 56, alpha = 0.01, R^2 train: 0.507, R^2 test: 0.088 Bootstrap CV 56, alpha = 0.1, R^2 train: 0.362, R^2 test: 0.147 best alpha via bootstrap CV: 0.1 AUC Train: 0.821, Explained Variance Score Train: 0.362 AUC Validation: 0.755, Explained Variance Score Validation: 0.162 AUC Test: 0.812, Explained Variance Score Test: 0.326 Bootstrap CV 55, alpha = 0.001, R^2 train: 0.469, R^2 test: 0.244 Bootstrap CV 55, alpha = 0.005, R^2 train: 0.454, R^2 test: 0.281 Bootstrap CV 55, alpha = 0.01, R^2 train: 0.443, R^2 test: 0.276 Bootstrap CV 55, alpha = 0.1, R^2 train: 0.317, R^2 test: 0.276 best alpha via bootstrap CV: 0.01 AUC Train: 0.873, Explained Variance Score Train: 0.443 AUC Validation: 0.786, Explained Variance Score Validation: 0.309 AUC Test: 0.823, Explained Variance Score Test: 0.336 Running batch 5 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 74, alpha = 0.001, R^2 train: 0.553, R^2 test: 0.074 Bootstrap CV 74, alpha = 0.005, R^2 train: 0.538, R^2 test: 0.100 Bootstrap CV 74, alpha = 0.01, R^2 train: 0.513, R^2 test: 0.128 Bootstrap CV 74, alpha = 0.1, R^2 train: 0.373, R^2 test: 0.234 best alpha via bootstrap CV: 0.01 AUC Train: 0.876, Explained Variance Score Train: 0.513 AUC Validation: 0.821, Explained Variance Score Validation: 0.136 AUC Test: 0.843, Explained Variance Score Test: 0.355
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 77, alpha = 0.001, R^2 train: 0.374, R^2 test: 0.324 Bootstrap CV 77, alpha = 0.005, R^2 train: 0.363, R^2 test: 0.355 Bootstrap CV 77, alpha = 0.01, R^2 train: 0.358, R^2 test: 0.376 Bootstrap CV 77, alpha = 0.1, R^2 train: 0.265, R^2 test: 0.325 best alpha via bootstrap CV: 0.01 AUC Train: 0.808, Explained Variance Score Train: 0.358 AUC Validation: 0.811, Explained Variance Score Validation: 0.376 AUC Test: 0.819, Explained Variance Score Test: 0.362 Bootstrap CV 68, alpha = 0.001, R^2 train: 0.422, R^2 test: 0.046 Bootstrap CV 68, alpha = 0.005, R^2 train: 0.416, R^2 test: 0.086 Bootstrap CV 68, alpha = 0.01, R^2 train: 0.404, R^2 test: 0.114 Bootstrap CV 68, alpha = 0.1, R^2 train: 0.309, R^2 test: 0.213 best alpha via bootstrap CV: 0.01 AUC Train: 0.811, Explained Variance Score Train: 0.404 AUC Validation: 0.748, Explained Variance Score Validation: 0.118 AUC Test: 0.805, Explained Variance Score Test: 0.296 Bootstrap CV 64, alpha = 0.001, R^2 train: 0.561, R^2 test: -0.399 Bootstrap CV 64, alpha = 0.005, R^2 train: 0.554, R^2 test: -0.340 Bootstrap CV 64, alpha = 0.01, R^2 train: 0.544, R^2 test: -0.286 Bootstrap CV 64, alpha = 0.1, R^2 train: 0.400, R^2 test: -0.031 best alpha via bootstrap CV: 0.1 AUC Train: 0.829, Explained Variance Score Train: 0.400 AUC Validation: 0.592, Explained Variance Score Validation: 0.037 AUC Test: 0.791, Explained Variance Score Test: 0.358 Bootstrap CV 79, alpha = 0.001, R^2 train: 0.544, R^2 test: 0.112 Bootstrap CV 79, alpha = 0.005, R^2 train: 0.538, R^2 test: 0.135 Bootstrap CV 79, alpha = 0.01, R^2 train: 0.533, R^2 test: 0.172 Bootstrap CV 79, alpha = 0.1, R^2 train: 0.419, R^2 test: 0.273 best alpha via bootstrap CV: 0.1 AUC Train: 0.842, Explained Variance Score Train: 0.419 AUC Validation: 0.716, Explained Variance Score Validation: 0.274 AUC Test: 0.810, Explained Variance Score Test: 0.356 Bootstrap CV 71, alpha = 0.001, R^2 train: 0.515, R^2 test: 0.225 Bootstrap CV 71, alpha = 0.005, R^2 train: 0.502, R^2 test: 0.255 Bootstrap CV 71, alpha = 0.01, R^2 train: 0.488, R^2 test: 0.232 Bootstrap CV 71, alpha = 0.1, R^2 train: 0.365, R^2 test: 0.221 best alpha via bootstrap CV: 0.01 AUC Train: 0.861, Explained Variance Score Train: 0.488 AUC Validation: 0.734, Explained Variance Score Validation: 0.234 AUC Test: 0.825, Explained Variance Score Test: 0.344 Bootstrap CV 69, alpha = 0.001, R^2 train: 0.560, R^2 test: 0.250 Bootstrap CV 69, alpha = 0.005, R^2 train: 0.550, R^2 test: 0.255 Bootstrap CV 69, alpha = 0.01, R^2 train: 0.545, R^2 test: 0.267 Bootstrap CV 69, alpha = 0.1, R^2 train: 0.422, R^2 test: 0.355 best alpha via bootstrap CV: 0.1 AUC Train: 0.816, Explained Variance Score Train: 0.422 AUC Validation: 0.732, Explained Variance Score Validation: 0.356 AUC Test: 0.837, Explained Variance Score Test: 0.372 Bootstrap CV 76, alpha = 0.001, R^2 train: 0.535, R^2 test: 0.109 Bootstrap CV 76, alpha = 0.005, R^2 train: 0.522, R^2 test: 0.143 Bootstrap CV 76, alpha = 0.01, R^2 train: 0.512, R^2 test: 0.173 Bootstrap CV 76, alpha = 0.1, R^2 train: 0.407, R^2 test: 0.226 best alpha via bootstrap CV: 0.1 AUC Train: 0.820, Explained Variance Score Train: 0.407 AUC Validation: 0.724, Explained Variance Score Validation: 0.228 AUC Test: 0.824, Explained Variance Score Test: 0.363 Bootstrap CV 78, alpha = 0.001, R^2 train: 0.517, R^2 test: 0.127 Bootstrap CV 78, alpha = 0.005, R^2 train: 0.494, R^2 test: 0.215 Bootstrap CV 78, alpha = 0.01, R^2 train: 0.488, R^2 test: 0.221 Bootstrap CV 78, alpha = 0.1, R^2 train: 0.396, R^2 test: 0.248 best alpha via bootstrap CV: 0.01 AUC Train: 0.906, Explained Variance Score Train: 0.488 AUC Validation: 0.643, Explained Variance Score Validation: 0.226 AUC Test: 0.813, Explained Variance Score Test: 0.302 Bootstrap CV 67, alpha = 0.001, R^2 train: 0.565, R^2 test: 0.099 Bootstrap CV 67, alpha = 0.005, R^2 train: 0.554, R^2 test: 0.253 Bootstrap CV 67, alpha = 0.01, R^2 train: 0.545, R^2 test: 0.303 Bootstrap CV 67, alpha = 0.1, R^2 train: 0.446, R^2 test: 0.326 best alpha via bootstrap CV: 0.01 AUC Train: 0.789, Explained Variance Score Train: 0.545 AUC Validation: 0.819, Explained Variance Score Validation: 0.303 AUC Test: 0.819, Explained Variance Score Test: 0.379 Bootstrap CV 75, alpha = 0.001, R^2 train: 0.546, R^2 test: 0.400 Bootstrap CV 75, alpha = 0.005, R^2 train: 0.539, R^2 test: 0.409 Bootstrap CV 75, alpha = 0.01, R^2 train: 0.532, R^2 test: 0.407 Bootstrap CV 75, alpha = 0.1, R^2 train: 0.438, R^2 test: 0.348 best alpha via bootstrap CV: 0.01 AUC Train: 0.847, Explained Variance Score Train: 0.532 AUC Validation: 0.818, Explained Variance Score Validation: 0.425 AUC Test: 0.825, Explained Variance Score Test: 0.332 Bootstrap CV 66, alpha = 0.001, R^2 train: 0.468, R^2 test: -0.027 Bootstrap CV 66, alpha = 0.005, R^2 train: 0.439, R^2 test: 0.223 Bootstrap CV 66, alpha = 0.01, R^2 train: 0.429, R^2 test: 0.223 Bootstrap CV 66, alpha = 0.1, R^2 train: 0.298, R^2 test: 0.222 best alpha via bootstrap CV: 0.01 AUC Train: 0.859, Explained Variance Score Train: 0.429 AUC Validation: 0.698, Explained Variance Score Validation: 0.249 AUC Test: 0.824, Explained Variance Score Test: 0.342 Bootstrap CV 72, alpha = 0.001, R^2 train: 0.543, R^2 test: -0.031 Bootstrap CV 72, alpha = 0.005, R^2 train: 0.527, R^2 test: 0.308 Bootstrap CV 72, alpha = 0.01, R^2 train: 0.512, R^2 test: 0.371 Bootstrap CV 72, alpha = 0.1, R^2 train: 0.405, R^2 test: 0.378 best alpha via bootstrap CV: 0.005 AUC Train: 0.792, Explained Variance Score Train: 0.527 AUC Validation: 0.876, Explained Variance Score Validation: 0.308 AUC Test: 0.825, Explained Variance Score Test: 0.374 Bootstrap CV 65, alpha = 0.001, R^2 train: 0.356, R^2 test: 0.190 Bootstrap CV 65, alpha = 0.005, R^2 train: 0.337, R^2 test: 0.255 Bootstrap CV 65, alpha = 0.01, R^2 train: 0.325, R^2 test: 0.244 Bootstrap CV 65, alpha = 0.1, R^2 train: 0.262, R^2 test: 0.210 best alpha via bootstrap CV: 0.01 AUC Train: 0.794, Explained Variance Score Train: 0.325 AUC Validation: 0.711, Explained Variance Score Validation: 0.257 AUC Test: 0.823, Explained Variance Score Test: 0.344 Bootstrap CV 73, alpha = 0.001, R^2 train: 0.526, R^2 test: 0.345 Bootstrap CV 73, alpha = 0.005, R^2 train: 0.516, R^2 test: 0.375 Bootstrap CV 73, alpha = 0.01, R^2 train: 0.507, R^2 test: 0.368 Bootstrap CV 73, alpha = 0.1, R^2 train: 0.399, R^2 test: 0.343 best alpha via bootstrap CV: 0.01 AUC Train: 0.837, Explained Variance Score Train: 0.507 AUC Validation: 0.939, Explained Variance Score Validation: 0.373 AUC Test: 0.836, Explained Variance Score Test: 0.364 Bootstrap CV 70, alpha = 0.001, R^2 train: 0.547, R^2 test: 0.163 Bootstrap CV 70, alpha = 0.005, R^2 train: 0.510, R^2 test: 0.115 Bootstrap CV 70, alpha = 0.01, R^2 train: 0.497, R^2 test: 0.137 Bootstrap CV 70, alpha = 0.1, R^2 train: 0.398, R^2 test: 0.245 best alpha via bootstrap CV: 0.01 AUC Train: 0.832, Explained Variance Score Train: 0.497 AUC Validation: 0.740, Explained Variance Score Validation: 0.151 AUC Test: 0.814, Explained Variance Score Test: 0.317 Running batch 6 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 89, alpha = 0.001, R^2 train: 0.540, R^2 test: 0.016 Bootstrap CV 89, alpha = 0.005, R^2 train: 0.529, R^2 test: 0.116 Bootstrap CV 89, alpha = 0.01, R^2 train: 0.516, R^2 test: 0.136 Bootstrap CV 89, alpha = 0.1, R^2 train: 0.425, R^2 test: 0.144 best alpha via bootstrap CV: 0.1 AUC Train: 0.867, Explained Variance Score Train: 0.425 AUC Validation: 0.703, Explained Variance Score Validation: 0.152 AUC Test: 0.820, Explained Variance Score Test: 0.390 Bootstrap CV 95, alpha = 0.001, R^2 train: 0.646, R^2 test: -0.025 Bootstrap CV 95, alpha = 0.005, R^2 train: 0.638, R^2 test: 0.088 Bootstrap CV 95, alpha = 0.01, R^2 train: 0.622, R^2 test: 0.161 Bootstrap CV 95, alpha = 0.1, R^2 train: 0.506, R^2 test: 0.178 best alpha via bootstrap CV: 0.01 AUC Train: 0.855, Explained Variance Score Train: 0.622 AUC Validation: 0.774, Explained Variance Score Validation: 0.162 AUC Test: 0.828, Explained Variance Score Test: 0.380 Bootstrap CV 92, alpha = 0.001, R^2 train: 0.409, R^2 test: 0.296 Bootstrap CV 92, alpha = 0.005, R^2 train: 0.400, R^2 test: 0.320 Bootstrap CV 92, alpha = 0.01, R^2 train: 0.396, R^2 test: 0.328 Bootstrap CV 92, alpha = 0.1, R^2 train: 0.298, R^2 test: 0.313 best alpha via bootstrap CV: 0.005 AUC Train: 0.823, Explained Variance Score Train: 0.400 AUC Validation: 0.819, Explained Variance Score Validation: 0.321 AUC Test: 0.813, Explained Variance Score Test: 0.347 Bootstrap CV 82, alpha = 0.001, R^2 train: 0.466, R^2 test: 0.144 Bootstrap CV 82, alpha = 0.005, R^2 train: 0.455, R^2 test: 0.256 Bootstrap CV 82, alpha = 0.01, R^2 train: 0.445, R^2 test: 0.314 Bootstrap CV 82, alpha = 0.1, R^2 train: 0.335, R^2 test: 0.317 best alpha via bootstrap CV: 0.1 AUC Train: 0.679, Explained Variance Score Train: 0.335 AUC Validation: 0.814, Explained Variance Score Validation: 0.344 AUC Test: 0.823, Explained Variance Score Test: 0.357 Bootstrap CV 87, alpha = 0.001, R^2 train: 0.438, R^2 test: -0.267 Bootstrap CV 87, alpha = 0.005, R^2 train: 0.426, R^2 test: -0.163 Bootstrap CV 87, alpha = 0.01, R^2 train: 0.402, R^2 test: -0.079 Bootstrap CV 87, alpha = 0.1, R^2 train: 0.236, R^2 test: 0.216 best alpha via bootstrap CV: 0.1 AUC Train: 0.725, Explained Variance Score Train: 0.236 AUC Validation: 0.766, Explained Variance Score Validation: 0.216 AUC Test: 0.814, Explained Variance Score Test: 0.297 Bootstrap CV 85, alpha = 0.001, R^2 train: 0.440, R^2 test: 0.273 Bootstrap CV 85, alpha = 0.005, R^2 train: 0.427, R^2 test: 0.328 Bootstrap CV 85, alpha = 0.01, R^2 train: 0.414, R^2 test: 0.356 Bootstrap CV 85, alpha = 0.1, R^2 train: 0.305, R^2 test: 0.293 best alpha via bootstrap CV: 0.01 AUC Train: 0.809, Explained Variance Score Train: 0.414 AUC Validation: 0.843, Explained Variance Score Validation: 0.365 AUC Test: 0.830, Explained Variance Score Test: 0.328 Bootstrap CV 84, alpha = 0.001, R^2 train: 0.517, R^2 test: 0.222 Bootstrap CV 84, alpha = 0.005, R^2 train: 0.506, R^2 test: 0.245 Bootstrap CV 84, alpha = 0.01, R^2 train: 0.491, R^2 test: 0.265 Bootstrap CV 84, alpha = 0.1, R^2 train: 0.359, R^2 test: 0.201 best alpha via bootstrap CV: 0.01 AUC Train: 0.874, Explained Variance Score Train: 0.491 AUC Validation: 0.810, Explained Variance Score Validation: 0.321 AUC Test: 0.809, Explained Variance Score Test: 0.334 Bootstrap CV 91, alpha = 0.001, R^2 train: 0.383, R^2 test: 0.073 Bootstrap CV 91, alpha = 0.005, R^2 train: 0.365, R^2 test: 0.223 Bootstrap CV 91, alpha = 0.01, R^2 train: 0.348, R^2 test: 0.243 Bootstrap CV 91, alpha = 0.1, R^2 train: 0.208, R^2 test: 0.225 best alpha via bootstrap CV: 0.01 AUC Train: 0.740, Explained Variance Score Train: 0.348 AUC Validation: 0.651, Explained Variance Score Validation: 0.250 AUC Test: 0.794, Explained Variance Score Test: 0.263 Bootstrap CV 81, alpha = 0.001, R^2 train: 0.463, R^2 test: 0.197 Bootstrap CV 81, alpha = 0.005, R^2 train: 0.447, R^2 test: 0.261 Bootstrap CV 81, alpha = 0.01, R^2 train: 0.433, R^2 test: 0.273 Bootstrap CV 81, alpha = 0.1, R^2 train: 0.329, R^2 test: 0.248 best alpha via bootstrap CV: 0.01 AUC Train: 0.827, Explained Variance Score Train: 0.433 AUC Validation: 0.790, Explained Variance Score Validation: 0.274 AUC Test: 0.833, Explained Variance Score Test: 0.382 Bootstrap CV 83, alpha = 0.001, R^2 train: 0.491, R^2 test: 0.365 Bootstrap CV 83, alpha = 0.005, R^2 train: 0.479, R^2 test: 0.391 Bootstrap CV 83, alpha = 0.01, R^2 train: 0.471, R^2 test: 0.405 Bootstrap CV 83, alpha = 0.1, R^2 train: 0.379, R^2 test: 0.398 best alpha via bootstrap CV: 0.1 AUC Train: 0.857, Explained Variance Score Train: 0.379 AUC Validation: 0.861, Explained Variance Score Validation: 0.398 AUC Test: 0.802, Explained Variance Score Test: 0.335 Bootstrap CV 88, alpha = 0.001, R^2 train: 0.588, R^2 test: 0.136 Bootstrap CV 88, alpha = 0.005, R^2 train: 0.584, R^2 test: 0.156 Bootstrap CV 88, alpha = 0.01, R^2 train: 0.577, R^2 test: 0.178 Bootstrap CV 88, alpha = 0.1, R^2 train: 0.447, R^2 test: 0.312 best alpha via bootstrap CV: 0.1 AUC Train: 0.804, Explained Variance Score Train: 0.447 AUC Validation: 0.790, Explained Variance Score Validation: 0.313 AUC Test: 0.816, Explained Variance Score Test: 0.361 Bootstrap CV 90, alpha = 0.001, R^2 train: 0.567, R^2 test: 0.045 Bootstrap CV 90, alpha = 0.005, R^2 train: 0.556, R^2 test: 0.094 Bootstrap CV 90, alpha = 0.01, R^2 train: 0.542, R^2 test: 0.122 Bootstrap CV 90, alpha = 0.1, R^2 train: 0.404, R^2 test: 0.175 best alpha via bootstrap CV: 0.1 AUC Train: 0.835, Explained Variance Score Train: 0.404 AUC Validation: 0.711, Explained Variance Score Validation: 0.190 AUC Test: 0.807, Explained Variance Score Test: 0.339 Bootstrap CV 80, alpha = 0.001, R^2 train: 0.544, R^2 test: 0.098 Bootstrap CV 80, alpha = 0.005, R^2 train: 0.534, R^2 test: 0.102 Bootstrap CV 80, alpha = 0.01, R^2 train: 0.522, R^2 test: 0.112 Bootstrap CV 80, alpha = 0.1, R^2 train: 0.426, R^2 test: 0.188 best alpha via bootstrap CV: 0.01 AUC Train: 0.877, Explained Variance Score Train: 0.522 AUC Validation: 0.722, Explained Variance Score Validation: 0.112 AUC Test: 0.829, Explained Variance Score Test: 0.358 Bootstrap CV 93, alpha = 0.001, R^2 train: 0.402, R^2 test: 0.205 Bootstrap CV 93, alpha = 0.005, R^2 train: 0.389, R^2 test: 0.236 Bootstrap CV 93, alpha = 0.01, R^2 train: 0.380, R^2 test: 0.249 Bootstrap CV 93, alpha = 0.1, R^2 train: 0.339, R^2 test: 0.268 best alpha via bootstrap CV: 0.005 AUC Train: 0.803, Explained Variance Score Train: 0.389 AUC Validation: 0.807, Explained Variance Score Validation: 0.236 AUC Test: 0.816, Explained Variance Score Test: 0.365 Bootstrap CV 86, alpha = 0.001, R^2 train: 0.485, R^2 test: 0.249 Bootstrap CV 86, alpha = 0.005, R^2 train: 0.477, R^2 test: 0.277 Bootstrap CV 86, alpha = 0.01, R^2 train: 0.466, R^2 test: 0.325 Bootstrap CV 86, alpha = 0.1, R^2 train: 0.371, R^2 test: 0.363 best alpha via bootstrap CV: 0.01 AUC Train: 0.879, Explained Variance Score Train: 0.466 AUC Validation: 0.790, Explained Variance Score Validation: 0.334 AUC Test: 0.798, Explained Variance Score Test: 0.334 Bootstrap CV 94, alpha = 0.001, R^2 train: 0.400, R^2 test: 0.392 Bootstrap CV 94, alpha = 0.005, R^2 train: 0.381, R^2 test: 0.360 Bootstrap CV 94, alpha = 0.01, R^2 train: 0.369, R^2 test: 0.358 Bootstrap CV 94, alpha = 0.1, R^2 train: 0.276, R^2 test: 0.273 best alpha via bootstrap CV: 0.01 AUC Train: 0.807, Explained Variance Score Train: 0.369 AUC Validation: 0.792, Explained Variance Score Validation: 0.358 AUC Test: 0.823, Explained Variance Score Test: 0.343 Running batch 7 of 7 with 4 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 96, alpha = 0.001, R^2 train: 0.557, R^2 test: 0.150 Bootstrap CV 96, alpha = 0.005, R^2 train: 0.549, R^2 test: 0.209 Bootstrap CV 96, alpha = 0.01, R^2 train: 0.534, R^2 test: 0.229 Bootstrap CV 96, alpha = 0.1, R^2 train: 0.441, R^2 test: 0.243 best alpha via bootstrap CV: 0.1 AUC Train: 0.868, Explained Variance Score Train: 0.441 AUC Validation: 0.762, Explained Variance Score Validation: 0.249 AUC Test: 0.819, Explained Variance Score Test: 0.333 Bootstrap CV 98, alpha = 0.001, R^2 train: 0.522, R^2 test: 0.088 Bootstrap CV 98, alpha = 0.005, R^2 train: 0.484, R^2 test: 0.253 Bootstrap CV 98, alpha = 0.01, R^2 train: 0.452, R^2 test: 0.319 Bootstrap CV 98, alpha = 0.1, R^2 train: 0.353, R^2 test: 0.326 best alpha via bootstrap CV: 0.01 AUC Train: 0.860, Explained Variance Score Train: 0.452 AUC Validation: 0.798, Explained Variance Score Validation: 0.319 AUC Test: 0.811, Explained Variance Score Test: 0.331 Bootstrap CV 99, alpha = 0.001, R^2 train: 0.460, R^2 test: 0.085 Bootstrap CV 99, alpha = 0.005, R^2 train: 0.450, R^2 test: 0.095 Bootstrap CV 99, alpha = 0.01, R^2 train: 0.437, R^2 test: 0.115 Bootstrap CV 99, alpha = 0.1, R^2 train: 0.321, R^2 test: 0.111 best alpha via bootstrap CV: 0.01 AUC Train: 0.827, Explained Variance Score Train: 0.437 AUC Validation: 0.757, Explained Variance Score Validation: 0.192 AUC Test: 0.830, Explained Variance Score Test: 0.370 Bootstrap CV 97, alpha = 0.001, R^2 train: 0.450, R^2 test: 0.236 Bootstrap CV 97, alpha = 0.005, R^2 train: 0.430, R^2 test: 0.270 Bootstrap CV 97, alpha = 0.01, R^2 train: 0.418, R^2 test: 0.292 Bootstrap CV 97, alpha = 0.1, R^2 train: 0.335, R^2 test: 0.250 best alpha via bootstrap CV: 0.005 AUC Train: 0.846, Explained Variance Score Train: 0.430 AUC Validation: 0.763, Explained Variance Score Validation: 0.274 AUC Test: 0.799, Explained Variance Score Test: 0.326 total Variables 35 and total subjects: 1698 ->AUC validation: 0.771 95% CI: [0.759 , 0.783] ->AUC test: 0.817 95% CI: [0.814 , 0.819] ->R^2 validation: 0.270 95% CI: [0.252 , 0.287] ->R^2 test: 0.348 95% CI: [0.342 , 0.354] ->Explained Variance validation: 0.258 95% CI: [0.240 , 0.276] ->Explained Variance test: 0.343 95% CI: [0.336 , 0.349] Test set metrics: @threshold:2.625, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:2.210, sens:0.036, spec:1.000, ppv:1.000, acc:0.844, f1:0.070, mcc:0.000, total+:2, total-:337 @threshold:2.159, sens:0.055, spec:1.000, ppv:1.000, acc:0.847, f1:0.103, mcc:0.000, total+:3, total-:336 @threshold:1.635, sens:0.145, spec:0.996, ppv:0.889, acc:0.858, f1:0.250, mcc:0.352, total+:9, total-:330 @threshold:1.442, sens:0.164, spec:0.996, ppv:0.900, acc:0.861, f1:0.277, mcc:0.377, total+:10, total-:329 @threshold:1.438, sens:0.164, spec:0.993, ppv:0.818, acc:0.858, f1:0.273, mcc:0.176, total+:11, total-:328 @threshold:1.410, sens:0.182, spec:0.993, ppv:0.833, acc:0.861, f1:0.299, mcc:0.188, total+:12, total-:327 @threshold:1.406, sens:0.200, spec:0.989, ppv:0.786, acc:0.861, f1:0.319, mcc:0.126, total+:14, total-:325 @threshold:1.309, sens:0.218, spec:0.982, ppv:0.706, acc:0.858, f1:0.333, mcc:0.073, total+:17, total-:322 @threshold:1.274, sens:0.236, spec:0.979, ppv:0.684, acc:0.858, f1:0.351, mcc:0.062, total+:19, total-:320 @threshold:1.220, sens:0.255, spec:0.979, ppv:0.700, acc:0.861, f1:0.373, mcc:0.066, total+:20, total-:319 @threshold:1.203, sens:0.255, spec:0.975, ppv:0.667, acc:0.858, f1:0.368, mcc:0.054, total+:21, total-:318 @threshold:1.129, sens:0.273, spec:0.965, ppv:0.600, acc:0.853, f1:0.375, mcc:0.037, total+:25, total-:314 @threshold:1.040, sens:0.273, spec:0.961, ppv:0.577, acc:0.850, f1:0.370, mcc:0.032, total+:26, total-:313 @threshold:1.037, sens:0.291, spec:0.961, ppv:0.593, acc:0.853, f1:0.390, mcc:0.034, total+:27, total-:312 @threshold:1.012, sens:0.291, spec:0.958, ppv:0.571, acc:0.850, f1:0.386, mcc:0.030, total+:28, total-:311 @threshold:1.009, sens:0.309, spec:0.958, ppv:0.586, acc:0.853, f1:0.405, mcc:0.032, total+:29, total-:310 @threshold:0.993, sens:0.309, spec:0.954, ppv:0.567, acc:0.850, f1:0.400, mcc:0.029, total+:30, total-:309 @threshold:0.988, sens:0.327, spec:0.954, ppv:0.581, acc:0.853, f1:0.419, mcc:0.030, total+:31, total-:308 @threshold:0.969, sens:0.327, spec:0.951, ppv:0.562, acc:0.850, f1:0.414, mcc:0.027, total+:32, total-:307 @threshold:0.860, sens:0.345, spec:0.944, ppv:0.543, acc:0.847, f1:0.422, mcc:0.024, total+:35, total-:304 @threshold:0.836, sens:0.364, spec:0.940, ppv:0.541, acc:0.847, f1:0.435, mcc:0.023, total+:37, total-:302 @threshold:0.801, sens:0.382, spec:0.933, ppv:0.525, acc:0.844, f1:0.442, mcc:0.021, total+:40, total-:299 @threshold:0.760, sens:0.418, spec:0.930, ppv:0.535, acc:0.847, f1:0.469, mcc:0.021, total+:43, total-:296 @threshold:0.759, sens:0.436, spec:0.930, ppv:0.545, acc:0.850, f1:0.485, mcc:0.022, total+:44, total-:295 @threshold:0.739, sens:0.436, spec:0.926, ppv:0.533, acc:0.847, f1:0.480, mcc:0.021, total+:45, total-:294 @threshold:0.701, sens:0.455, spec:0.926, ppv:0.543, acc:0.850, f1:0.495, mcc:0.021, total+:46, total-:293 @threshold:0.679, sens:0.455, spec:0.923, ppv:0.532, acc:0.847, f1:0.490, mcc:0.020, total+:47, total-:292 @threshold:0.642, sens:0.473, spec:0.923, ppv:0.542, acc:0.850, f1:0.505, mcc:0.021, total+:48, total-:291 @threshold:0.621, sens:0.473, spec:0.919, ppv:0.531, acc:0.847, f1:0.500, mcc:0.020, total+:49, total-:290 @threshold:0.610, sens:0.491, spec:0.915, ppv:0.529, acc:0.847, f1:0.509, mcc:0.019, total+:51, total-:288 @threshold:0.609, sens:0.491, spec:0.912, ppv:0.519, acc:0.844, f1:0.505, mcc:0.018, total+:52, total-:287 @threshold:0.588, sens:0.509, spec:0.905, ppv:0.509, acc:0.841, f1:0.509, mcc:0.017, total+:55, total-:284 @threshold:0.583, sens:0.509, spec:0.901, ppv:0.500, acc:0.838, f1:0.505, mcc:0.016, total+:56, total-:283 @threshold:0.580, sens:0.527, spec:0.894, ppv:0.492, acc:0.835, f1:0.509, mcc:0.015, total+:59, total-:280 @threshold:0.577, sens:0.527, spec:0.891, ppv:0.483, acc:0.832, f1:0.504, mcc:0.014, total+:60, total-:279 @threshold:0.502, sens:0.545, spec:0.873, ppv:0.455, acc:0.820, f1:0.496, mcc:0.012, total+:66, total-:273 @threshold:0.493, sens:0.545, spec:0.870, ppv:0.448, acc:0.817, f1:0.492, mcc:0.012, total+:67, total-:272 @threshold:0.482, sens:0.564, spec:0.852, ppv:0.425, acc:0.805, f1:0.484, mcc:0.010, total+:73, total-:266 @threshold:0.479, sens:0.564, spec:0.849, ppv:0.419, acc:0.802, f1:0.481, mcc:0.010, total+:74, total-:265 @threshold:0.469, sens:0.582, spec:0.842, ppv:0.416, acc:0.799, f1:0.485, mcc:0.009, total+:77, total-:262 @threshold:0.459, sens:0.582, spec:0.838, ppv:0.410, acc:0.796, f1:0.481, mcc:0.009, total+:78, total-:261 @threshold:0.372, sens:0.600, spec:0.806, ppv:0.375, acc:0.773, f1:0.462, mcc:0.007, total+:88, total-:251 @threshold:0.370, sens:0.600, spec:0.803, ppv:0.371, acc:0.770, f1:0.458, mcc:0.007, total+:89, total-:250 @threshold:0.366, sens:0.618, spec:0.803, ppv:0.378, acc:0.773, f1:0.469, mcc:0.007, total+:90, total-:249 @threshold:0.366, sens:0.618, spec:0.799, ppv:0.374, acc:0.770, f1:0.466, mcc:0.007, total+:91, total-:248 @threshold:0.359, sens:0.636, spec:0.799, ppv:0.380, acc:0.773, f1:0.476, mcc:0.007, total+:92, total-:247 @threshold:0.357, sens:0.636, spec:0.796, ppv:0.376, acc:0.770, f1:0.473, mcc:0.007, total+:93, total-:246 @threshold:0.323, sens:0.655, spec:0.771, ppv:0.356, acc:0.752, f1:0.462, mcc:0.006, total+:101, total-:238 @threshold:0.304, sens:0.655, spec:0.768, ppv:0.353, acc:0.749, f1:0.459, mcc:0.006, total+:102, total-:237 @threshold:0.278, sens:0.673, spec:0.761, ppv:0.352, acc:0.746, f1:0.463, mcc:0.006, total+:105, total-:234 @threshold:0.260, sens:0.691, spec:0.757, ppv:0.355, acc:0.746, f1:0.469, mcc:0.006, total+:107, total-:232 @threshold:0.212, sens:0.709, spec:0.729, ppv:0.336, acc:0.726, f1:0.456, mcc:0.005, total+:116, total-:223 @threshold:0.200, sens:0.709, spec:0.725, ppv:0.333, acc:0.723, f1:0.453, mcc:0.005, total+:117, total-:222 @threshold:0.166, sens:0.727, spec:0.697, ppv:0.317, acc:0.702, f1:0.442, mcc:0.005, total+:126, total-:213 @threshold:0.161, sens:0.727, spec:0.694, ppv:0.315, acc:0.699, f1:0.440, mcc:0.005, total+:127, total-:212 @threshold:0.158, sens:0.745, spec:0.690, ppv:0.318, acc:0.699, f1:0.446, mcc:0.005, total+:129, total-:210 @threshold:0.154, sens:0.745, spec:0.687, ppv:0.315, acc:0.696, f1:0.443, mcc:0.005, total+:130, total-:209 @threshold:0.135, sens:0.764, spec:0.683, ppv:0.318, acc:0.696, f1:0.449, mcc:0.005, total+:132, total-:207 @threshold:0.128, sens:0.764, spec:0.680, ppv:0.316, acc:0.693, f1:0.447, mcc:0.005, total+:133, total-:206 @threshold:0.077, sens:0.782, spec:0.644, ppv:0.299, acc:0.667, f1:0.432, mcc:0.004, total+:144, total-:195 @threshold:0.076, sens:0.782, spec:0.641, ppv:0.297, acc:0.664, f1:0.430, mcc:0.004, total+:145, total-:194 @threshold:0.066, sens:0.800, spec:0.630, ppv:0.295, acc:0.658, f1:0.431, mcc:0.004, total+:149, total-:190 @threshold:0.065, sens:0.800, spec:0.627, ppv:0.293, acc:0.655, f1:0.429, mcc:0.004, total+:150, total-:189 @threshold:0.045, sens:0.818, spec:0.602, ppv:0.285, acc:0.637, f1:0.423, mcc:0.004, total+:158, total-:181 @threshold:0.043, sens:0.818, spec:0.599, ppv:0.283, acc:0.634, f1:0.421, mcc:0.004, total+:159, total-:180 @threshold:0.041, sens:0.836, spec:0.599, ppv:0.287, acc:0.637, f1:0.428, mcc:0.004, total+:160, total-:179 @threshold:0.041, sens:0.836, spec:0.595, ppv:0.286, acc:0.634, f1:0.426, mcc:0.004, total+:161, total-:178 @threshold:0.035, sens:0.836, spec:0.577, ppv:0.277, acc:0.619, f1:0.416, mcc:0.003, total+:166, total-:173 @threshold:-0.021, sens:0.855, spec:0.539, ppv:0.264, acc:0.590, f1:0.403, mcc:0.003, total+:178, total-:161 @threshold:-0.022, sens:0.855, spec:0.535, ppv:0.263, acc:0.587, f1:0.402, mcc:0.003, total+:179, total-:160 @threshold:-0.040, sens:0.873, spec:0.518, ppv:0.259, acc:0.575, f1:0.400, mcc:0.003, total+:185, total-:154 @threshold:-0.043, sens:0.873, spec:0.514, ppv:0.258, acc:0.572, f1:0.398, mcc:0.003, total+:186, total-:153 @threshold:-0.045, sens:0.891, spec:0.514, ppv:0.262, acc:0.575, f1:0.405, mcc:0.003, total+:187, total-:152 @threshold:-0.046, sens:0.891, spec:0.511, ppv:0.261, acc:0.572, f1:0.403, mcc:0.003, total+:188, total-:151 @threshold:-0.058, sens:0.909, spec:0.496, ppv:0.259, acc:0.563, f1:0.403, mcc:0.003, total+:193, total-:146 @threshold:-0.059, sens:0.909, spec:0.493, ppv:0.258, acc:0.560, f1:0.402, mcc:0.003, total+:194, total-:145 @threshold:-0.071, sens:0.927, spec:0.489, ppv:0.260, acc:0.560, f1:0.406, mcc:0.003, total+:196, total-:143 @threshold:-0.074, sens:0.927, spec:0.486, ppv:0.259, acc:0.558, f1:0.405, mcc:0.003, total+:197, total-:142 @threshold:-0.084, sens:0.945, spec:0.486, ppv:0.263, acc:0.560, f1:0.411, mcc:0.003, total+:198, total-:141 @threshold:-0.084, sens:0.945, spec:0.482, ppv:0.261, acc:0.558, f1:0.409, mcc:0.003, total+:199, total-:140 @threshold:-0.131, sens:0.964, spec:0.444, ppv:0.251, acc:0.528, f1:0.398, mcc:0.003, total+:211, total-:128 @threshold:-0.131, sens:0.964, spec:0.440, ppv:0.250, acc:0.525, f1:0.397, mcc:0.003, total+:212, total-:127 @threshold:-0.486, sens:0.982, spec:0.211, ppv:0.194, acc:0.336, f1:0.324, mcc:0.002, total+:278, total-:61 @threshold:-0.490, sens:0.982, spec:0.208, ppv:0.194, acc:0.333, f1:0.323, mcc:0.002, total+:279, total-:60 @threshold:-1.798, sens:1.000, spec:0.004, ppv:0.163, acc:0.165, f1:0.280, mcc:0.001, total+:338, total-:1 * Maternal Vital: Wt-postPregnancy | coef 0.133 95% CI: [0.112 , 0.154] | OR_adj 1.142 [1.118 1.167] | occ: 666 | OR_unadj: 1.845 [1.336 2.549] | indivs AUC:0.588 Correlated most with: Maternal Vital: Wt-postPregnancy:1.000 MatDeliveryAge:0.124 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.022 Number of Visits:-0.004 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.001 * Vital: BMI-avg16to19 | coef 0.113 95% CI: [0.085 , 0.142] | OR_adj 1.120 [1.088 1.152] | occ: 1269 | OR_unadj: 3.131 [2.385 4.111] | indivs AUC:0.792 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.046 Number of Visits:-0.043 Maternal Vital: Wt-postPregnancy:0.042 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.026 MatDeliveryAge:-0.021 * Vital: BMI-avg19to24 | coef 0.099 95% CI: [0.072 , 0.125] | OR_adj 1.104 [1.075 1.133] | occ: 1354 | OR_unadj: 4.046 [3.062 5.347] | indivs AUC:0.772 Correlated most with: Maternal Vital: Wt-postPregnancy:0.104 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.045 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.039 Number of Visits:-0.034 MatDeliveryAge:-0.013 * Vital: BMI-avg13to16 | coef 0.095 95% CI: [0.073 , 0.118] | OR_adj 1.100 [1.075 1.125] | occ: 1286 | OR_unadj: 3.814 [2.889 5.036] | indivs AUC:0.725 Correlated most with: Maternal Vital: Wt-postPregnancy:0.062 Number of Visits:-0.026 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.012 MatDeliveryAge:-0.005 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.004 * Vital: BMI-latest | coef 0.084 95% CI: [0.065 , 0.104] | OR_adj 1.088 [1.067 1.110] | occ: 1621 | OR_unadj: 4.766 [3.528 6.438] | indivs AUC:0.795 Correlated most with: Maternal Vital: Wt-postPregnancy:0.098 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.046 Number of Visits:0.036 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.010 MatDeliveryAge:0.001 * Vital: Wt for Length ZScore-latest | coef 0.082 95% CI: [0.064 , 0.101] | OR_adj 1.086 [1.066 1.106] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.783 Correlated most with: Maternal Vital: Wt-postPregnancy:0.106 Number of Visits:0.070 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.053 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.014 MatDeliveryAge:-0.004 * Vital: BMI-gain0to24 | coef 0.060 95% CI: [0.034 , 0.085] | OR_adj 1.061 [1.035 1.089] | occ: 1338 | OR_unadj: 3.923 [2.973 5.177] | indivs AUC:0.778 Correlated most with: Maternal Vital: Wt-postPregnancy:0.103 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.038 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.034 Number of Visits:-0.031 MatDeliveryAge:-0.010 * Vital: Wt for Length ZScore-avg3to5 | coef 0.054 95% CI: [0.042 , 0.065] | OR_adj 1.055 [1.043 1.067] | occ: 1299 | OR_unadj: 1.902 [1.455 2.486] | indivs AUC:0.604 Correlated most with: Maternal Vital: Wt-postPregnancy:0.051 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.046 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.023 Number of Visits:-0.013 MatDeliveryAge:-0.002 * Vital: Wt-avg16to19 | coef 0.050 95% CI: [0.029 , 0.071] | OR_adj 1.051 [1.029 1.073] | occ: 1298 | OR_unadj: 3.060 [2.331 4.017] | indivs AUC:0.736 Correlated most with: Maternal Vital: Wt-postPregnancy:0.093 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.045 MatDeliveryAge:-0.040 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.014 Number of Visits:-0.014 * Vital: Wt-latest | coef 0.049 95% CI: [0.038 , 0.059] | OR_adj 1.050 [1.039 1.061] | occ: 1626 | OR_unadj: 3.500 [2.571 4.766] | indivs AUC:0.761 Correlated most with: Number of Visits:0.377 Maternal Vital: Wt-postPregnancy:0.139 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.057 MatDeliveryAge:0.048 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.005 * Vital: Wt for Len Percentile-avg13to16 | coef 0.045 95% CI: [0.028 , 0.062] | OR_adj 1.046 [1.029 1.064] | occ: 1286 | OR_unadj: 3.426 [2.597 4.520] | indivs AUC:0.718 Correlated most with: Maternal Vital: Wt-postPregnancy:0.055 MatDeliveryAge:-0.021 Number of Visits:-0.019 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.005 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.000 * Number of Visits | coef -0.036 95% CI: [-0.048 , -0.024] | OR_adj 0.965 [0.953 0.976] | occ: 1645 | OR_unadj: 0.708 [0.535 0.936] | indivs AUC:0.478 Correlated most with: Number of Visits:1.000 MatDeliveryAge:0.088 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.035 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.027 Maternal Vital: Wt-postPregnancy:-0.004 * Vital: Wt-avg19to24 | coef 0.036 95% CI: [0.013 , 0.058] | OR_adj 1.036 [1.013 1.060] | occ: 1372 | OR_unadj: 3.824 [2.897 5.047] | indivs AUC:0.770 Correlated most with: Maternal Vital: Wt-postPregnancy:0.123 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.054 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011 MatDeliveryAge:-0.005 Number of Visits:0.002 * Vital: Wt for Len Percentile-avg16to19 | coef -0.034 95% CI: [-0.053 , -0.015] | OR_adj 0.967 [0.948 0.985] | occ: 1269 | OR_unadj: 2.937 [2.233 3.864] | indivs AUC:0.772 Correlated most with: MatDeliveryAge:-0.056 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.033 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.029 Maternal Vital: Wt-postPregnancy:0.027 Number of Visits:0.001 * Vital: Wt Change-latest | coef 0.034 95% CI: [0.021 , 0.047] | OR_adj 1.035 [1.021 1.048] | occ: 979 | OR_unadj: 1.660 [1.219 2.259] | indivs AUC:0.608 Correlated most with: Number of Visits:-0.181 Maternal Vital: Wt-postPregnancy:0.060 MatDeliveryAge:-0.023 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.011 * Vital: Wt-gain0to24 | coef -0.034 95% CI: [-0.056 , -0.011] | OR_adj 0.967 [0.945 0.989] | occ: 1357 | OR_unadj: 3.724 [2.823 4.912] | indivs AUC:0.775 Correlated most with: Maternal Vital: Wt-postPregnancy:0.124 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.040 Number of Visits:0.004 MatDeliveryAge:-0.003 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.002 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.031 95% CI: [0.020 , 0.041] | OR_adj 1.031 [1.021 1.042] | occ: 1057 | OR_unadj: 1.438 [1.084 1.906] | indivs AUC:0.568 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.030 Number of Visits:-0.027 MatDeliveryAge:0.011 Maternal Vital: Wt-postPregnancy:0.001 Vital: Temp-latest | coef 0.028 95% CI: [0.020 , 0.036] | OR_adj 1.029 [1.020 1.037] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.465 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.016 Number of Visits:0.015 Maternal Vital: Wt-postPregnancy:-0.013 MatDeliveryAge:-0.011 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011 * Vital: Wt for Length ZScore-avg1to3 | coef 0.026 95% CI: [0.015 , 0.038] | OR_adj 1.027 [1.015 1.039] | occ: 1348 | OR_unadj: 1.471 [1.126 1.921] | indivs AUC:0.589 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.038 Maternal Vital: Wt-postPregnancy:0.033 MatDeliveryAge:0.021 Number of Visits:-0.019 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.007 Vital: Ht Percentile-gain16to24 | coef 0.026 95% CI: [0.014 , 0.038] | OR_adj 1.026 [1.014 1.038] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.554 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.051 MatDeliveryAge:-0.039 Maternal Vital: Wt-postPregnancy:-0.017 Number of Visits:0.006 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.002 Vital: HC-latest | coef 0.022 95% CI: [0.012 , 0.032] | OR_adj 1.022 [1.012 1.032] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.592 Correlated most with: Number of Visits:0.302 Maternal Vital: Wt-postPregnancy:0.094 MatDeliveryAge:0.058 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.058 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.022 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.021 95% CI: [0.010 , 0.031] | OR_adj 1.021 [1.011 1.032] | occ: 1055 | OR_unadj: 1.153 [0.870 1.529] | indivs AUC:0.515 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000 Number of Visits:-0.035 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.030 Maternal Vital: Wt-postPregnancy:-0.022 MatDeliveryAge:0.012 * Vital: Wt Change-avg19to24 | coef 0.020 95% CI: [0.002 , 0.039] | OR_adj 1.021 [1.002 1.040] | occ: 880 | OR_unadj: 2.064 [1.510 2.823] | indivs AUC:0.612 Correlated most with: Number of Visits:-0.186 Maternal Vital: Wt-postPregnancy:0.066 MatDeliveryAge:-0.023 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.021 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.001 * Vital: Wt for Length ZScore-avg16to19 | coef 0.020 95% CI: [0.011 , 0.029] | OR_adj 1.020 [1.011 1.030] | occ: 1267 | OR_unadj: 3.111 [2.368 4.088] | indivs AUC:0.781 Correlated most with: Maternal Vital: Wt-postPregnancy:0.050 MatDeliveryAge:-0.034 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.032 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.028 Number of Visits:-0.019 Vital: Temp-avg0to1 | coef -0.020 95% CI: [-0.028 , -0.011] | OR_adj 0.980 [0.972 0.989] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.490 Correlated most with: Number of Visits:0.044 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.013 Maternal Vital: Wt-postPregnancy:0.011 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.009 MatDeliveryAge:0.000 * Vital: Wt Percentile-latest | coef 0.019 95% CI: [0.010 , 0.029] | OR_adj 1.020 [1.010 1.029] | occ: 1028 | OR_unadj: 2.134 [1.631 2.792] | indivs AUC:0.737 Correlated most with: Maternal Vital: Wt-postPregnancy:0.090 Number of Visits:0.019 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.010 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.010 MatDeliveryAge:0.002 MatDeliveryAge | coef 0.018 95% CI: [0.011 , 0.026] | OR_adj 1.018 [1.011 1.026] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.518 Correlated most with: MatDeliveryAge:1.000 Maternal Vital: Wt-postPregnancy:0.124 Number of Visits:0.088 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.012 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011 Vital: Wt for Len Percentile-gain5to10 | coef 0.017 95% CI: [0.007 , 0.028] | OR_adj 1.018 [1.007 1.028] | occ: 1245 | OR_unadj: 0.990 [0.750 1.306] | indivs AUC:0.481 Correlated most with: Maternal Vital: Wt-postPregnancy:0.040 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.030 MatDeliveryAge:-0.010 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.008 Number of Visits:0.002 * Vital: BMI-avg7to10 | coef 0.013 95% CI: [0.002 , 0.024] | OR_adj 1.013 [1.002 1.024] | occ: 1333 | OR_unadj: 2.458 [1.877 3.218] | indivs AUC:0.623 Correlated most with: Maternal Vital: Wt-postPregnancy:0.068 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.035 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.029 Number of Visits:-0.021 MatDeliveryAge:-0.001 * Vital: BMI-avg10to13 | coef 0.012 95% CI: [0.002 , 0.022] | OR_adj 1.012 [1.002 1.022] | occ: 1380 | OR_unadj: 2.656 [2.025 3.483] | indivs AUC:0.689 Correlated most with: Maternal Vital: Wt-postPregnancy:0.060 Number of Visits:-0.036 MatDeliveryAge:-0.024 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.024 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.005 * Vital: Wt-avg13to16 | coef 0.008 95% CI: [-0.017 , 0.034] | OR_adj 1.008 [0.983 1.035] | occ: 1308 | OR_unadj: 3.224 [2.452 4.240] | indivs AUC:0.703 Correlated most with: Maternal Vital: Wt-postPregnancy:0.101 MatDeliveryAge:-0.021 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.016 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.001 Number of Visits:-0.000 * Vital: Wt for Length ZScore-avg13to16 | coef -0.005 95% CI: [-0.020 , 0.011] | OR_adj 0.995 [0.980 1.011] | occ: 1287 | OR_unadj: 3.550 [2.689 4.687] | indivs AUC:0.715 Correlated most with: Maternal Vital: Wt-postPregnancy:0.064 Number of Visits:-0.020 MatDeliveryAge:-0.019 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.004 * Vital: Wt for Length ZScore-avg7to10 | coef -0.003 95% CI: [-0.014 , 0.007] | OR_adj 0.997 [0.987 1.007] | occ: 1331 | OR_unadj: 2.704 [2.060 3.548] | indivs AUC:0.643 Correlated most with: Maternal Vital: Wt-postPregnancy:0.073 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.035 Number of Visits:-0.034 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.022 MatDeliveryAge:-0.013 * Vital: Wt for Length Zscore-avg10to13 | coef -0.001 95% CI: [-0.009 , 0.006] | OR_adj 0.999 [0.991 1.006] | occ: 1381 | OR_unadj: 2.955 [2.245 3.890] | indivs AUC:0.694 Correlated most with: Maternal Vital: Wt-postPregnancy:0.074 Number of Visits:-0.042 MatDeliveryAge:-0.028 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.009 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.007 * Vital: Wt for Length ZScore-gain0to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.783 Correlated most with: Maternal Vital: Wt-postPregnancy:0.106 Number of Visits:0.070 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.053 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.014 MatDeliveryAge:-0.004 Maternal Vital : 0.133060926309 Vital : 0.915683529835 Number of Visits : -0.0360722096533 Census : 0.0515079105681 MatDeliveryAge : 0.0182938692874 Time to run analysis 0:00:33.594084 Total Time elapsed 16:42:26.115995 ----------------------------------------------------- girls lasso_fts full randomforest regression Running batch 1 of 7 with 16 nodes Bootstrap CV 10, alpha = (3000, 2, 1), R^2 train: 0.872, R^2 test: 0.166 Bootstrap CV 10, alpha = (3000, 2, 2), R^2 train: 0.796, R^2 test: 0.223 Bootstrap CV 10, alpha = (3000, 2, 5), R^2 train: 0.640, R^2 test: 0.169 Bootstrap CV 10, alpha = (3000, 2, 7), R^2 train: 0.576, R^2 test: 0.161 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.985, Explained Variance Score Train: 0.872 AUC Validation: 0.817, Explained Variance Score Validation: 0.168 AUC Test: 0.791, Explained Variance Score Test: 0.321 Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.317 Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.841, R^2 test: 0.328 Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.682, R^2 test: 0.272 Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.614, R^2 test: 0.257 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.982, Explained Variance Score Train: 0.841 AUC Validation: 0.800, Explained Variance Score Validation: 0.329 AUC Test: 0.812, Explained Variance Score Test: 0.368 Bootstrap CV 13, alpha = (3000, 2, 1), R^2 train: 0.912, R^2 test: 0.282 Bootstrap CV 13, alpha = (3000, 2, 2), R^2 train: 0.878, R^2 test: 0.284 Bootstrap CV 13, alpha = (3000, 2, 5), R^2 train: 0.738, R^2 test: 0.317 Bootstrap CV 13, alpha = (3000, 2, 7), R^2 train: 0.654, R^2 test: 0.331 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.976, Explained Variance Score Train: 0.878 AUC Validation: 0.776, Explained Variance Score Validation: 0.287 AUC Test: 0.796, Explained Variance Score Test: 0.344 Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.184 Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.844, R^2 test: 0.188 Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.680, R^2 test: 0.207 Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.602, R^2 test: 0.219 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.986, Explained Variance Score Train: 0.844 AUC Validation: 0.737, Explained Variance Score Validation: 0.191 AUC Test: 0.788, Explained Variance Score Test: 0.301 Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.880, R^2 test: 0.268 Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.816, R^2 test: 0.257 Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.667, R^2 test: 0.232 Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.593, R^2 test: 0.237 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.974, Explained Variance Score Train: 0.816 AUC Validation: 0.754, Explained Variance Score Validation: 0.292 AUC Test: 0.802, Explained Variance Score Test: 0.340 Bootstrap CV 12, alpha = (3000, 2, 1), R^2 train: 0.847, R^2 test: 0.367 Bootstrap CV 12, alpha = (3000, 2, 2), R^2 train: 0.794, R^2 test: 0.388 Bootstrap CV 12, alpha = (3000, 2, 5), R^2 train: 0.620, R^2 test: 0.379 Bootstrap CV 12, alpha = (3000, 2, 7), R^2 train: 0.550, R^2 test: 0.369 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.990, Explained Variance Score Train: 0.847 AUC Validation: 0.878, Explained Variance Score Validation: 0.367 AUC Test: 0.799, Explained Variance Score Test: 0.347 Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.890, R^2 test: 0.220 Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.840, R^2 test: 0.213 Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.673, R^2 test: 0.211 Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.598, R^2 test: 0.204 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.990, Explained Variance Score Train: 0.890 AUC Validation: 0.691, Explained Variance Score Validation: 0.220 AUC Test: 0.817, Explained Variance Score Test: 0.343 Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.909, R^2 test: -0.127 Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.866, R^2 test: -0.094 Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.720, R^2 test: -0.008 Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.647, R^2 test: 0.034 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.946, Explained Variance Score Train: 0.647 AUC Validation: 0.736, Explained Variance Score Validation: 0.075 AUC Test: 0.769, Explained Variance Score Test: 0.227 Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.885, R^2 test: 0.209 Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.815, R^2 test: 0.208 Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.655, R^2 test: 0.234 Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.579, R^2 test: 0.240 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.948, Explained Variance Score Train: 0.579 AUC Validation: 0.791, Explained Variance Score Validation: 0.263 AUC Test: 0.780, Explained Variance Score Test: 0.296 Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.242 Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.848, R^2 test: 0.263 Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.698, R^2 test: 0.270 Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.619, R^2 test: 0.292 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.921, Explained Variance Score Train: 0.619 AUC Validation: 0.783, Explained Variance Score Validation: 0.300 AUC Test: 0.803, Explained Variance Score Test: 0.335 Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.899, R^2 test: 0.160 Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.793, R^2 test: 0.145 Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.621, R^2 test: 0.225 Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.544, R^2 test: 0.239 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.946, Explained Variance Score Train: 0.621 AUC Validation: 0.790, Explained Variance Score Validation: 0.245 AUC Test: 0.781, Explained Variance Score Test: 0.335 Bootstrap CV 11, alpha = (3000, 2, 1), R^2 train: 0.899, R^2 test: 0.386 Bootstrap CV 11, alpha = (3000, 2, 2), R^2 train: 0.843, R^2 test: 0.382 Bootstrap CV 11, alpha = (3000, 2, 5), R^2 train: 0.683, R^2 test: 0.372 Bootstrap CV 11, alpha = (3000, 2, 7), R^2 train: 0.610, R^2 test: 0.357 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.978, Explained Variance Score Train: 0.843 AUC Validation: 0.865, Explained Variance Score Validation: 0.389 AUC Test: 0.826, Explained Variance Score Test: 0.383 Bootstrap CV 14, alpha = (3000, 2, 1), R^2 train: 0.899, R^2 test: 0.241 Bootstrap CV 14, alpha = (3000, 2, 2), R^2 train: 0.827, R^2 test: 0.293 Bootstrap CV 14, alpha = (3000, 2, 5), R^2 train: 0.620, R^2 test: 0.357 Bootstrap CV 14, alpha = (3000, 2, 7), R^2 train: 0.543, R^2 test: 0.398 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.926, Explained Variance Score Train: 0.620 AUC Validation: 0.839, Explained Variance Score Validation: 0.371 AUC Test: 0.828, Explained Variance Score Test: 0.365 Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.883, R^2 test: 0.313 Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.807, R^2 test: 0.306 Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.634, R^2 test: 0.322 Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.560, R^2 test: 0.337 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.985, Explained Variance Score Train: 0.807 AUC Validation: 0.848, Explained Variance Score Validation: 0.335 AUC Test: 0.807, Explained Variance Score Test: 0.289 Bootstrap CV 15, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.264 Bootstrap CV 15, alpha = (3000, 2, 2), R^2 train: 0.835, R^2 test: 0.288 Bootstrap CV 15, alpha = (3000, 2, 5), R^2 train: 0.659, R^2 test: 0.372 Bootstrap CV 15, alpha = (3000, 2, 7), R^2 train: 0.578, R^2 test: 0.366 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.989, Explained Variance Score Train: 0.894 AUC Validation: 0.715, Explained Variance Score Validation: 0.268 AUC Test: 0.818, Explained Variance Score Test: 0.372 Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.887, R^2 test: 0.250 Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.821, R^2 test: 0.263 Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.642, R^2 test: 0.245 Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.562, R^2 test: 0.227 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.989, Explained Variance Score Train: 0.821 AUC Validation: 0.822, Explained Variance Score Validation: 0.271 AUC Test: 0.822, Explained Variance Score Test: 0.326 Running batch 2 of 7 with 16 nodes Bootstrap CV 26, alpha = (3000, 2, 1), R^2 train: 0.902, R^2 test: -0.001 Bootstrap CV 26, alpha = (3000, 2, 2), R^2 train: 0.826, R^2 test: 0.175 Bootstrap CV 26, alpha = (3000, 2, 5), R^2 train: 0.672, R^2 test: 0.194 Bootstrap CV 26, alpha = (3000, 2, 7), R^2 train: 0.584, R^2 test: 0.203 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.912, Explained Variance Score Train: 0.584 AUC Validation: 0.783, Explained Variance Score Validation: 0.203 AUC Test: 0.800, Explained Variance Score Test: 0.352 Bootstrap CV 27, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.123 Bootstrap CV 27, alpha = (3000, 2, 2), R^2 train: 0.836, R^2 test: 0.141 Bootstrap CV 27, alpha = (3000, 2, 5), R^2 train: 0.671, R^2 test: 0.187 Bootstrap CV 27, alpha = (3000, 2, 7), R^2 train: 0.600, R^2 test: 0.195 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.952, Explained Variance Score Train: 0.671 AUC Validation: 0.722, Explained Variance Score Validation: 0.187 AUC Test: 0.790, Explained Variance Score Test: 0.315 Bootstrap CV 20, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.231 Bootstrap CV 20, alpha = (3000, 2, 2), R^2 train: 0.852, R^2 test: 0.269 Bootstrap CV 20, alpha = (3000, 2, 5), R^2 train: 0.700, R^2 test: 0.315 Bootstrap CV 20, alpha = (3000, 2, 7), R^2 train: 0.629, R^2 test: 0.319 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.971, Explained Variance Score Train: 0.852 AUC Validation: 0.766, Explained Variance Score Validation: 0.272 AUC Test: 0.793, Explained Variance Score Test: 0.314 Bootstrap CV 25, alpha = (3000, 2, 1), R^2 train: 0.887, R^2 test: 0.214 Bootstrap CV 25, alpha = (3000, 2, 2), R^2 train: 0.824, R^2 test: 0.234 Bootstrap CV 25, alpha = (3000, 2, 5), R^2 train: 0.636, R^2 test: 0.229 Bootstrap CV 25, alpha = (3000, 2, 7), R^2 train: 0.557, R^2 test: 0.228 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.992, Explained Variance Score Train: 0.888 AUC Validation: 0.687, Explained Variance Score Validation: 0.215 AUC Test: 0.801, Explained Variance Score Test: 0.328 Bootstrap CV 19, alpha = (3000, 2, 1), R^2 train: 0.887, R^2 test: 0.335 Bootstrap CV 19, alpha = (3000, 2, 2), R^2 train: 0.826, R^2 test: 0.341 Bootstrap CV 19, alpha = (3000, 2, 5), R^2 train: 0.646, R^2 test: 0.366 Bootstrap CV 19, alpha = (3000, 2, 7), R^2 train: 0.565, R^2 test: 0.365 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.950, Explained Variance Score Train: 0.646 AUC Validation: 0.786, Explained Variance Score Validation: 0.367 AUC Test: 0.787, Explained Variance Score Test: 0.309 Bootstrap CV 16, alpha = (3000, 2, 1), R^2 train: 0.910, R^2 test: 0.229 Bootstrap CV 16, alpha = (3000, 2, 2), R^2 train: 0.865, R^2 test: 0.223 Bootstrap CV 16, alpha = (3000, 2, 5), R^2 train: 0.730, R^2 test: 0.241 Bootstrap CV 16, alpha = (3000, 2, 7), R^2 train: 0.661, R^2 test: 0.253 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.960, Explained Variance Score Train: 0.730 AUC Validation: 0.802, Explained Variance Score Validation: 0.241 AUC Test: 0.815, Explained Variance Score Test: 0.345 Bootstrap CV 22, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.305 Bootstrap CV 22, alpha = (3000, 2, 2), R^2 train: 0.852, R^2 test: 0.308 Bootstrap CV 22, alpha = (3000, 2, 5), R^2 train: 0.683, R^2 test: 0.320 Bootstrap CV 22, alpha = (3000, 2, 7), R^2 train: 0.610, R^2 test: 0.310 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.983, Explained Variance Score Train: 0.852 AUC Validation: 0.730, Explained Variance Score Validation: 0.309 AUC Test: 0.801, Explained Variance Score Test: 0.365 Bootstrap CV 18, alpha = (3000, 2, 1), R^2 train: 0.900, R^2 test: 0.282 Bootstrap CV 18, alpha = (3000, 2, 2), R^2 train: 0.844, R^2 test: 0.315 Bootstrap CV 18, alpha = (3000, 2, 5), R^2 train: 0.669, R^2 test: 0.377 Bootstrap CV 18, alpha = (3000, 2, 7), R^2 train: 0.604, R^2 test: 0.370 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.974, Explained Variance Score Train: 0.844 AUC Validation: 0.717, Explained Variance Score Validation: 0.339 AUC Test: 0.817, Explained Variance Score Test: 0.356 Bootstrap CV 23, alpha = (3000, 2, 1), R^2 train: 0.905, R^2 test: 0.180 Bootstrap CV 23, alpha = (3000, 2, 2), R^2 train: 0.866, R^2 test: 0.195 Bootstrap CV 23, alpha = (3000, 2, 5), R^2 train: 0.716, R^2 test: 0.209 Bootstrap CV 23, alpha = (3000, 2, 7), R^2 train: 0.634, R^2 test: 0.201 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.987, Explained Variance Score Train: 0.866 AUC Validation: 0.710, Explained Variance Score Validation: 0.208 AUC Test: 0.801, Explained Variance Score Test: 0.342 Bootstrap CV 30, alpha = (3000, 2, 1), R^2 train: 0.910, R^2 test: 0.303 Bootstrap CV 30, alpha = (3000, 2, 2), R^2 train: 0.852, R^2 test: 0.320 Bootstrap CV 30, alpha = (3000, 2, 5), R^2 train: 0.641, R^2 test: 0.327 Bootstrap CV 30, alpha = (3000, 2, 7), R^2 train: 0.559, R^2 test: 0.304 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.956, Explained Variance Score Train: 0.642 AUC Validation: 0.804, Explained Variance Score Validation: 0.333 AUC Test: 0.807, Explained Variance Score Test: 0.354 Bootstrap CV 17, alpha = (3000, 2, 1), R^2 train: 0.898, R^2 test: 0.224 Bootstrap CV 17, alpha = (3000, 2, 2), R^2 train: 0.830, R^2 test: 0.249 Bootstrap CV 17, alpha = (3000, 2, 5), R^2 train: 0.664, R^2 test: 0.269 Bootstrap CV 17, alpha = (3000, 2, 7), R^2 train: 0.594, R^2 test: 0.264 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.979, Explained Variance Score Train: 0.830 AUC Validation: 0.692, Explained Variance Score Validation: 0.256 AUC Test: 0.809, Explained Variance Score Test: 0.344 Bootstrap CV 28, alpha = (3000, 2, 1), R^2 train: 0.898, R^2 test: 0.338 Bootstrap CV 28, alpha = (3000, 2, 2), R^2 train: 0.846, R^2 test: 0.351 Bootstrap CV 28, alpha = (3000, 2, 5), R^2 train: 0.688, R^2 test: 0.330 Bootstrap CV 28, alpha = (3000, 2, 7), R^2 train: 0.620, R^2 test: 0.303 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.976, Explained Variance Score Train: 0.846 AUC Validation: 0.759, Explained Variance Score Validation: 0.354 AUC Test: 0.812, Explained Variance Score Test: 0.358 Bootstrap CV 29, alpha = (3000, 2, 1), R^2 train: 0.915, R^2 test: 0.331 Bootstrap CV 29, alpha = (3000, 2, 2), R^2 train: 0.853, R^2 test: 0.333 Bootstrap CV 29, alpha = (3000, 2, 5), R^2 train: 0.685, R^2 test: 0.329 Bootstrap CV 29, alpha = (3000, 2, 7), R^2 train: 0.606, R^2 test: 0.295 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.914, Explained Variance Score Train: 0.606 AUC Validation: 0.842, Explained Variance Score Validation: 0.295 AUC Test: 0.794, Explained Variance Score Test: 0.331 Bootstrap CV 21, alpha = (3000, 2, 1), R^2 train: 0.883, R^2 test: 0.289 Bootstrap CV 21, alpha = (3000, 2, 2), R^2 train: 0.792, R^2 test: 0.315 Bootstrap CV 21, alpha = (3000, 2, 5), R^2 train: 0.632, R^2 test: 0.342 Bootstrap CV 21, alpha = (3000, 2, 7), R^2 train: 0.562, R^2 test: 0.350 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.981, Explained Variance Score Train: 0.792 AUC Validation: 0.779, Explained Variance Score Validation: 0.316 AUC Test: 0.828, Explained Variance Score Test: 0.335 Bootstrap CV 24, alpha = (3000, 2, 1), R^2 train: 0.923, R^2 test: -0.415 Bootstrap CV 24, alpha = (3000, 2, 2), R^2 train: 0.866, R^2 test: -0.529 Bootstrap CV 24, alpha = (3000, 2, 5), R^2 train: 0.694, R^2 test: -0.278 Bootstrap CV 24, alpha = (3000, 2, 7), R^2 train: 0.593, R^2 test: -0.112 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.947, Explained Variance Score Train: 0.593 AUC Validation: 0.713, Explained Variance Score Validation: -0.108 AUC Test: 0.817, Explained Variance Score Test: 0.348 Bootstrap CV 31, alpha = (3000, 2, 1), R^2 train: 0.893, R^2 test: 0.106 Bootstrap CV 31, alpha = (3000, 2, 2), R^2 train: 0.803, R^2 test: 0.098 Bootstrap CV 31, alpha = (3000, 2, 5), R^2 train: 0.614, R^2 test: 0.049 Bootstrap CV 31, alpha = (3000, 2, 7), R^2 train: 0.531, R^2 test: 0.057 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.988, Explained Variance Score Train: 0.893 AUC Validation: 0.784, Explained Variance Score Validation: 0.176 AUC Test: 0.802, Explained Variance Score Test: 0.369 Running batch 3 of 7 with 16 nodes Bootstrap CV 35, alpha = (3000, 2, 1), R^2 train: 0.881, R^2 test: 0.177 Bootstrap CV 35, alpha = (3000, 2, 2), R^2 train: 0.823, R^2 test: 0.216 Bootstrap CV 35, alpha = (3000, 2, 5), R^2 train: 0.675, R^2 test: 0.234 Bootstrap CV 35, alpha = (3000, 2, 7), R^2 train: 0.606, R^2 test: 0.235 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.983, Explained Variance Score Train: 0.824 AUC Validation: 0.711, Explained Variance Score Validation: 0.217 AUC Test: 0.805, Explained Variance Score Test: 0.308 Bootstrap CV 44, alpha = (3000, 2, 1), R^2 train: 0.883, R^2 test: 0.329 Bootstrap CV 44, alpha = (3000, 2, 2), R^2 train: 0.828, R^2 test: 0.331 Bootstrap CV 44, alpha = (3000, 2, 5), R^2 train: 0.662, R^2 test: 0.289 Bootstrap CV 44, alpha = (3000, 2, 7), R^2 train: 0.585, R^2 test: 0.282 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.976, Explained Variance Score Train: 0.828 AUC Validation: 0.755, Explained Variance Score Validation: 0.331 AUC Test: 0.795, Explained Variance Score Test: 0.359 Bootstrap CV 37, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.353 Bootstrap CV 37, alpha = (3000, 2, 2), R^2 train: 0.826, R^2 test: 0.358 Bootstrap CV 37, alpha = (3000, 2, 5), R^2 train: 0.627, R^2 test: 0.348 Bootstrap CV 37, alpha = (3000, 2, 7), R^2 train: 0.548, R^2 test: 0.342 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.981, Explained Variance Score Train: 0.826 AUC Validation: 0.887, Explained Variance Score Validation: 0.395 AUC Test: 0.807, Explained Variance Score Test: 0.388 Bootstrap CV 40, alpha = (3000, 2, 1), R^2 train: 0.888, R^2 test: 0.077 Bootstrap CV 40, alpha = (3000, 2, 2), R^2 train: 0.798, R^2 test: 0.217 Bootstrap CV 40, alpha = (3000, 2, 5), R^2 train: 0.644, R^2 test: 0.231 Bootstrap CV 40, alpha = (3000, 2, 7), R^2 train: 0.582, R^2 test: 0.231 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.971, Explained Variance Score Train: 0.798 AUC Validation: 0.754, Explained Variance Score Validation: 0.218 AUC Test: 0.819, Explained Variance Score Test: 0.363 Bootstrap CV 38, alpha = (3000, 2, 1), R^2 train: 0.887, R^2 test: 0.327 Bootstrap CV 38, alpha = (3000, 2, 2), R^2 train: 0.841, R^2 test: 0.327 Bootstrap CV 38, alpha = (3000, 2, 5), R^2 train: 0.679, R^2 test: 0.335 Bootstrap CV 38, alpha = (3000, 2, 7), R^2 train: 0.601, R^2 test: 0.338 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.985, Explained Variance Score Train: 0.887 AUC Validation: 0.852, Explained Variance Score Validation: 0.329 AUC Test: 0.806, Explained Variance Score Test: 0.360 Bootstrap CV 43, alpha = (3000, 2, 1), R^2 train: 0.901, R^2 test: 0.332 Bootstrap CV 43, alpha = (3000, 2, 2), R^2 train: 0.851, R^2 test: 0.336 Bootstrap CV 43, alpha = (3000, 2, 5), R^2 train: 0.664, R^2 test: 0.277 Bootstrap CV 43, alpha = (3000, 2, 7), R^2 train: 0.589, R^2 test: 0.271 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.987, Explained Variance Score Train: 0.901 AUC Validation: 0.791, Explained Variance Score Validation: 0.337 AUC Test: 0.806, Explained Variance Score Test: 0.323 Bootstrap CV 47, alpha = (3000, 2, 1), R^2 train: 0.882, R^2 test: 0.326 Bootstrap CV 47, alpha = (3000, 2, 2), R^2 train: 0.809, R^2 test: 0.327 Bootstrap CV 47, alpha = (3000, 2, 5), R^2 train: 0.641, R^2 test: 0.343 Bootstrap CV 47, alpha = (3000, 2, 7), R^2 train: 0.567, R^2 test: 0.353 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.990, Explained Variance Score Train: 0.882 AUC Validation: 0.810, Explained Variance Score Validation: 0.371 AUC Test: 0.808, Explained Variance Score Test: 0.327 Bootstrap CV 42, alpha = (3000, 2, 1), R^2 train: 0.871, R^2 test: 0.271 Bootstrap CV 42, alpha = (3000, 2, 2), R^2 train: 0.821, R^2 test: 0.259 Bootstrap CV 42, alpha = (3000, 2, 5), R^2 train: 0.654, R^2 test: 0.219 Bootstrap CV 42, alpha = (3000, 2, 7), R^2 train: 0.582, R^2 test: 0.222 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.994, Explained Variance Score Train: 0.871 AUC Validation: 0.831, Explained Variance Score Validation: 0.290 AUC Test: 0.810, Explained Variance Score Test: 0.352 Bootstrap CV 39, alpha = (3000, 2, 1), R^2 train: 0.898, R^2 test: 0.153 Bootstrap CV 39, alpha = (3000, 2, 2), R^2 train: 0.854, R^2 test: 0.139 Bootstrap CV 39, alpha = (3000, 2, 5), R^2 train: 0.698, R^2 test: 0.135 Bootstrap CV 39, alpha = (3000, 2, 7), R^2 train: 0.619, R^2 test: 0.130 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.982, Explained Variance Score Train: 0.854 AUC Validation: 0.644, Explained Variance Score Validation: 0.150 AUC Test: 0.807, Explained Variance Score Test: 0.353 Bootstrap CV 41, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.254 Bootstrap CV 41, alpha = (3000, 2, 2), R^2 train: 0.845, R^2 test: 0.276 Bootstrap CV 41, alpha = (3000, 2, 5), R^2 train: 0.695, R^2 test: 0.307 Bootstrap CV 41, alpha = (3000, 2, 7), R^2 train: 0.626, R^2 test: 0.315 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.980, Explained Variance Score Train: 0.845 AUC Validation: 0.813, Explained Variance Score Validation: 0.278 AUC Test: 0.809, Explained Variance Score Test: 0.306 Bootstrap CV 45, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.196 Bootstrap CV 45, alpha = (3000, 2, 2), R^2 train: 0.856, R^2 test: 0.185 Bootstrap CV 45, alpha = (3000, 2, 5), R^2 train: 0.709, R^2 test: 0.160 Bootstrap CV 45, alpha = (3000, 2, 7), R^2 train: 0.635, R^2 test: 0.143 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.990, Explained Variance Score Train: 0.856 AUC Validation: 0.716, Explained Variance Score Validation: 0.196 AUC Test: 0.790, Explained Variance Score Test: 0.319 Bootstrap CV 32, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.141 Bootstrap CV 32, alpha = (3000, 2, 2), R^2 train: 0.829, R^2 test: 0.138 Bootstrap CV 32, alpha = (3000, 2, 5), R^2 train: 0.661, R^2 test: 0.152 Bootstrap CV 32, alpha = (3000, 2, 7), R^2 train: 0.582, R^2 test: 0.154 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.987, Explained Variance Score Train: 0.892 AUC Validation: 0.726, Explained Variance Score Validation: 0.179 AUC Test: 0.795, Explained Variance Score Test: 0.361 Bootstrap CV 46, alpha = (3000, 2, 1), R^2 train: 0.902, R^2 test: 0.324 Bootstrap CV 46, alpha = (3000, 2, 2), R^2 train: 0.833, R^2 test: 0.295 Bootstrap CV 46, alpha = (3000, 2, 5), R^2 train: 0.659, R^2 test: 0.278 Bootstrap CV 46, alpha = (3000, 2, 7), R^2 train: 0.582, R^2 test: 0.276 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.937, Explained Variance Score Train: 0.659 AUC Validation: 0.747, Explained Variance Score Validation: 0.281 AUC Test: 0.822, Explained Variance Score Test: 0.354 Bootstrap CV 34, alpha = (3000, 2, 1), R^2 train: 0.911, R^2 test: 0.320 Bootstrap CV 34, alpha = (3000, 2, 2), R^2 train: 0.878, R^2 test: 0.324 Bootstrap CV 34, alpha = (3000, 2, 5), R^2 train: 0.718, R^2 test: 0.276 Bootstrap CV 34, alpha = (3000, 2, 7), R^2 train: 0.644, R^2 test: 0.278 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.966, Explained Variance Score Train: 0.718 AUC Validation: 0.765, Explained Variance Score Validation: 0.276 AUC Test: 0.799, Explained Variance Score Test: 0.349 Bootstrap CV 36, alpha = (3000, 2, 1), R^2 train: 0.898, R^2 test: 0.271 Bootstrap CV 36, alpha = (3000, 2, 2), R^2 train: 0.798, R^2 test: 0.292 Bootstrap CV 36, alpha = (3000, 2, 5), R^2 train: 0.598, R^2 test: 0.307 Bootstrap CV 36, alpha = (3000, 2, 7), R^2 train: 0.520, R^2 test: 0.333 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.986, Explained Variance Score Train: 0.798 AUC Validation: 0.719, Explained Variance Score Validation: 0.294 AUC Test: 0.790, Explained Variance Score Test: 0.342 Bootstrap CV 33, alpha = (3000, 2, 1), R^2 train: 0.882, R^2 test: -0.026 Bootstrap CV 33, alpha = (3000, 2, 2), R^2 train: 0.830, R^2 test: -0.009 Bootstrap CV 33, alpha = (3000, 2, 5), R^2 train: 0.613, R^2 test: 0.007 Bootstrap CV 33, alpha = (3000, 2, 7), R^2 train: 0.536, R^2 test: 0.022 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.983, Explained Variance Score Train: 0.882 AUC Validation: 0.738, Explained Variance Score Validation: 0.106 AUC Test: 0.779, Explained Variance Score Test: 0.330 Running batch 4 of 7 with 16 nodes Bootstrap CV 63, alpha = (3000, 2, 1), R^2 train: 0.900, R^2 test: 0.010 Bootstrap CV 63, alpha = (3000, 2, 2), R^2 train: 0.848, R^2 test: 0.047 Bootstrap CV 63, alpha = (3000, 2, 5), R^2 train: 0.685, R^2 test: 0.087 Bootstrap CV 63, alpha = (3000, 2, 7), R^2 train: 0.620, R^2 test: 0.112 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.902, Explained Variance Score Train: 0.620 AUC Validation: 0.670, Explained Variance Score Validation: 0.136 AUC Test: 0.795, Explained Variance Score Test: 0.320 Bootstrap CV 53, alpha = (3000, 2, 1), R^2 train: 0.921, R^2 test: 0.182 Bootstrap CV 53, alpha = (3000, 2, 2), R^2 train: 0.881, R^2 test: 0.178 Bootstrap CV 53, alpha = (3000, 2, 5), R^2 train: 0.756, R^2 test: 0.215 Bootstrap CV 53, alpha = (3000, 2, 7), R^2 train: 0.670, R^2 test: 0.301 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.952, Explained Variance Score Train: 0.670 AUC Validation: 0.797, Explained Variance Score Validation: 0.302 AUC Test: 0.797, Explained Variance Score Test: 0.299 Bootstrap CV 49, alpha = (3000, 2, 1), R^2 train: 0.880, R^2 test: 0.164 Bootstrap CV 49, alpha = (3000, 2, 2), R^2 train: 0.809, R^2 test: 0.192 Bootstrap CV 49, alpha = (3000, 2, 5), R^2 train: 0.634, R^2 test: 0.274 Bootstrap CV 49, alpha = (3000, 2, 7), R^2 train: 0.566, R^2 test: 0.288 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.937, Explained Variance Score Train: 0.634 AUC Validation: 0.735, Explained Variance Score Validation: 0.285 AUC Test: 0.792, Explained Variance Score Test: 0.330 Bootstrap CV 51, alpha = (3000, 2, 1), R^2 train: 0.893, R^2 test: 0.282 Bootstrap CV 51, alpha = (3000, 2, 2), R^2 train: 0.790, R^2 test: 0.259 Bootstrap CV 51, alpha = (3000, 2, 5), R^2 train: 0.607, R^2 test: 0.218 Bootstrap CV 51, alpha = (3000, 2, 7), R^2 train: 0.531, R^2 test: 0.226 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.989, Explained Variance Score Train: 0.790 AUC Validation: 0.808, Explained Variance Score Validation: 0.266 AUC Test: 0.820, Explained Variance Score Test: 0.369 Bootstrap CV 57, alpha = (3000, 2, 1), R^2 train: 0.914, R^2 test: 0.186 Bootstrap CV 57, alpha = (3000, 2, 2), R^2 train: 0.869, R^2 test: 0.192 Bootstrap CV 57, alpha = (3000, 2, 5), R^2 train: 0.733, R^2 test: 0.206 Bootstrap CV 57, alpha = (3000, 2, 7), R^2 train: 0.670, R^2 test: 0.207 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.986, Explained Variance Score Train: 0.869 AUC Validation: 0.701, Explained Variance Score Validation: 0.194 AUC Test: 0.806, Explained Variance Score Test: 0.348 Bootstrap CV 50, alpha = (3000, 2, 1), R^2 train: 0.889, R^2 test: 0.310 Bootstrap CV 50, alpha = (3000, 2, 2), R^2 train: 0.826, R^2 test: 0.340 Bootstrap CV 50, alpha = (3000, 2, 5), R^2 train: 0.671, R^2 test: 0.299 Bootstrap CV 50, alpha = (3000, 2, 7), R^2 train: 0.590, R^2 test: 0.248 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.939, Explained Variance Score Train: 0.671 AUC Validation: 0.808, Explained Variance Score Validation: 0.310 AUC Test: 0.808, Explained Variance Score Test: 0.340 Bootstrap CV 62, alpha = (3000, 2, 1), R^2 train: 0.877, R^2 test: 0.101 Bootstrap CV 62, alpha = (3000, 2, 2), R^2 train: 0.806, R^2 test: 0.112 Bootstrap CV 62, alpha = (3000, 2, 5), R^2 train: 0.629, R^2 test: 0.131 Bootstrap CV 62, alpha = (3000, 2, 7), R^2 train: 0.555, R^2 test: 0.127 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.985, Explained Variance Score Train: 0.877 AUC Validation: 0.851, Explained Variance Score Validation: 0.265 AUC Test: 0.794, Explained Variance Score Test: 0.337 Bootstrap CV 58, alpha = (3000, 2, 1), R^2 train: 0.889, R^2 test: 0.331 Bootstrap CV 58, alpha = (3000, 2, 2), R^2 train: 0.841, R^2 test: 0.334 Bootstrap CV 58, alpha = (3000, 2, 5), R^2 train: 0.679, R^2 test: 0.336 Bootstrap CV 58, alpha = (3000, 2, 7), R^2 train: 0.603, R^2 test: 0.336 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.984, Explained Variance Score Train: 0.841 AUC Validation: 0.846, Explained Variance Score Validation: 0.334 AUC Test: 0.796, Explained Variance Score Test: 0.281 Bootstrap CV 52, alpha = (3000, 2, 1), R^2 train: 0.877, R^2 test: 0.366 Bootstrap CV 52, alpha = (3000, 2, 2), R^2 train: 0.809, R^2 test: 0.324 Bootstrap CV 52, alpha = (3000, 2, 5), R^2 train: 0.609, R^2 test: 0.264 Bootstrap CV 52, alpha = (3000, 2, 7), R^2 train: 0.525, R^2 test: 0.251 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.985, Explained Variance Score Train: 0.809 AUC Validation: 0.750, Explained Variance Score Validation: 0.324 AUC Test: 0.793, Explained Variance Score Test: 0.334 Bootstrap CV 61, alpha = (3000, 2, 1), R^2 train: 0.900, R^2 test: 0.183 Bootstrap CV 61, alpha = (3000, 2, 2), R^2 train: 0.848, R^2 test: 0.199 Bootstrap CV 61, alpha = (3000, 2, 5), R^2 train: 0.692, R^2 test: 0.172 Bootstrap CV 61, alpha = (3000, 2, 7), R^2 train: 0.622, R^2 test: 0.156 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.983, Explained Variance Score Train: 0.848 AUC Validation: 0.774, Explained Variance Score Validation: 0.225 AUC Test: 0.820, Explained Variance Score Test: 0.358 Bootstrap CV 48, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.453 Bootstrap CV 48, alpha = (3000, 2, 2), R^2 train: 0.794, R^2 test: 0.446 Bootstrap CV 48, alpha = (3000, 2, 5), R^2 train: 0.609, R^2 test: 0.409 Bootstrap CV 48, alpha = (3000, 2, 7), R^2 train: 0.544, R^2 test: 0.392 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.977, Explained Variance Score Train: 0.794 AUC Validation: 0.765, Explained Variance Score Validation: 0.455 AUC Test: 0.803, Explained Variance Score Test: 0.383 Bootstrap CV 55, alpha = (3000, 2, 1), R^2 train: 0.902, R^2 test: 0.251 Bootstrap CV 55, alpha = (3000, 2, 2), R^2 train: 0.855, R^2 test: 0.258 Bootstrap CV 55, alpha = (3000, 2, 5), R^2 train: 0.682, R^2 test: 0.250 Bootstrap CV 55, alpha = (3000, 2, 7), R^2 train: 0.604, R^2 test: 0.249 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.990, Explained Variance Score Train: 0.902 AUC Validation: 0.870, Explained Variance Score Validation: 0.273 AUC Test: 0.786, Explained Variance Score Test: 0.339 Bootstrap CV 54, alpha = (3000, 2, 1), R^2 train: 0.888, R^2 test: 0.234 Bootstrap CV 54, alpha = (3000, 2, 2), R^2 train: 0.814, R^2 test: 0.244 Bootstrap CV 54, alpha = (3000, 2, 5), R^2 train: 0.637, R^2 test: 0.357 Bootstrap CV 54, alpha = (3000, 2, 7), R^2 train: 0.568, R^2 test: 0.368 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.991, Explained Variance Score Train: 0.814 AUC Validation: 0.672, Explained Variance Score Validation: 0.265 AUC Test: 0.791, Explained Variance Score Test: 0.313 Bootstrap CV 59, alpha = (3000, 2, 1), R^2 train: 0.899, R^2 test: 0.298 Bootstrap CV 59, alpha = (3000, 2, 2), R^2 train: 0.855, R^2 test: 0.302 Bootstrap CV 59, alpha = (3000, 2, 5), R^2 train: 0.685, R^2 test: 0.300 Bootstrap CV 59, alpha = (3000, 2, 7), R^2 train: 0.608, R^2 test: 0.301 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.992, Explained Variance Score Train: 0.899 AUC Validation: 0.907, Explained Variance Score Validation: 0.324 AUC Test: 0.788, Explained Variance Score Test: 0.331 Bootstrap CV 60, alpha = (3000, 2, 1), R^2 train: 0.880, R^2 test: 0.417 Bootstrap CV 60, alpha = (3000, 2, 2), R^2 train: 0.831, R^2 test: 0.421 Bootstrap CV 60, alpha = (3000, 2, 5), R^2 train: 0.652, R^2 test: 0.401 Bootstrap CV 60, alpha = (3000, 2, 7), R^2 train: 0.568, R^2 test: 0.397 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.989, Explained Variance Score Train: 0.880 AUC Validation: 0.835, Explained Variance Score Validation: 0.417 AUC Test: 0.806, Explained Variance Score Test: 0.343 Bootstrap CV 56, alpha = (3000, 2, 1), R^2 train: 0.904, R^2 test: 0.284 Bootstrap CV 56, alpha = (3000, 2, 2), R^2 train: 0.840, R^2 test: 0.292 Bootstrap CV 56, alpha = (3000, 2, 5), R^2 train: 0.609, R^2 test: 0.302 Bootstrap CV 56, alpha = (3000, 2, 7), R^2 train: 0.538, R^2 test: 0.293 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.981, Explained Variance Score Train: 0.840 AUC Validation: 0.753, Explained Variance Score Validation: 0.292 AUC Test: 0.813, Explained Variance Score Test: 0.355 Running batch 5 of 7 with 16 nodes Bootstrap CV 67, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: -0.003 Bootstrap CV 67, alpha = (3000, 2, 2), R^2 train: 0.838, R^2 test: 0.121 Bootstrap CV 67, alpha = (3000, 2, 5), R^2 train: 0.678, R^2 test: 0.145 Bootstrap CV 67, alpha = (3000, 2, 7), R^2 train: 0.604, R^2 test: 0.158 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.944, Explained Variance Score Train: 0.678 AUC Validation: 0.786, Explained Variance Score Validation: 0.220 AUC Test: 0.795, Explained Variance Score Test: 0.312 Bootstrap CV 74, alpha = (3000, 2, 1), R^2 train: 0.875, R^2 test: 0.355 Bootstrap CV 74, alpha = (3000, 2, 2), R^2 train: 0.803, R^2 test: 0.365 Bootstrap CV 74, alpha = (3000, 2, 5), R^2 train: 0.630, R^2 test: 0.391 Bootstrap CV 74, alpha = (3000, 2, 7), R^2 train: 0.558, R^2 test: 0.394 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.971, Explained Variance Score Train: 0.803 AUC Validation: 0.798, Explained Variance Score Validation: 0.365 AUC Test: 0.809, Explained Variance Score Test: 0.377 Bootstrap CV 65, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.306 Bootstrap CV 65, alpha = (3000, 2, 2), R^2 train: 0.834, R^2 test: 0.292 Bootstrap CV 65, alpha = (3000, 2, 5), R^2 train: 0.660, R^2 test: 0.242 Bootstrap CV 65, alpha = (3000, 2, 7), R^2 train: 0.577, R^2 test: 0.230 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.994, Explained Variance Score Train: 0.891 AUC Validation: 0.873, Explained Variance Score Validation: 0.316 AUC Test: 0.779, Explained Variance Score Test: 0.299 Bootstrap CV 69, alpha = (3000, 2, 1), R^2 train: 0.878, R^2 test: 0.310 Bootstrap CV 69, alpha = (3000, 2, 2), R^2 train: 0.803, R^2 test: 0.267 Bootstrap CV 69, alpha = (3000, 2, 5), R^2 train: 0.617, R^2 test: 0.229 Bootstrap CV 69, alpha = (3000, 2, 7), R^2 train: 0.540, R^2 test: 0.235 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.967, Explained Variance Score Train: 0.803 AUC Validation: 0.766, Explained Variance Score Validation: 0.273 AUC Test: 0.817, Explained Variance Score Test: 0.351 Bootstrap CV 64, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.277 Bootstrap CV 64, alpha = (3000, 2, 2), R^2 train: 0.825, R^2 test: 0.254 Bootstrap CV 64, alpha = (3000, 2, 5), R^2 train: 0.641, R^2 test: 0.259 Bootstrap CV 64, alpha = (3000, 2, 7), R^2 train: 0.579, R^2 test: 0.254 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.942, Explained Variance Score Train: 0.641 AUC Validation: 0.722, Explained Variance Score Validation: 0.268 AUC Test: 0.807, Explained Variance Score Test: 0.327 Bootstrap CV 70, alpha = (3000, 2, 1), R^2 train: 0.884, R^2 test: 0.407 Bootstrap CV 70, alpha = (3000, 2, 2), R^2 train: 0.805, R^2 test: 0.403 Bootstrap CV 70, alpha = (3000, 2, 5), R^2 train: 0.636, R^2 test: 0.401 Bootstrap CV 70, alpha = (3000, 2, 7), R^2 train: 0.556, R^2 test: 0.397 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.988, Explained Variance Score Train: 0.805 AUC Validation: 0.751, Explained Variance Score Validation: 0.403 AUC Test: 0.801, Explained Variance Score Test: 0.322 Bootstrap CV 75, alpha = (3000, 2, 1), R^2 train: 0.885, R^2 test: 0.125 Bootstrap CV 75, alpha = (3000, 2, 2), R^2 train: 0.820, R^2 test: 0.167 Bootstrap CV 75, alpha = (3000, 2, 5), R^2 train: 0.640, R^2 test: 0.206 Bootstrap CV 75, alpha = (3000, 2, 7), R^2 train: 0.563, R^2 test: 0.221 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.993, Explained Variance Score Train: 0.885 AUC Validation: 0.705, Explained Variance Score Validation: 0.134 AUC Test: 0.796, Explained Variance Score Test: 0.294 Bootstrap CV 68, alpha = (3000, 2, 1), R^2 train: 0.890, R^2 test: 0.260 Bootstrap CV 68, alpha = (3000, 2, 2), R^2 train: 0.805, R^2 test: 0.277 Bootstrap CV 68, alpha = (3000, 2, 5), R^2 train: 0.635, R^2 test: 0.296 Bootstrap CV 68, alpha = (3000, 2, 7), R^2 train: 0.568, R^2 test: 0.295 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.969, Explained Variance Score Train: 0.805 AUC Validation: 0.799, Explained Variance Score Validation: 0.278 AUC Test: 0.809, Explained Variance Score Test: 0.354 Bootstrap CV 66, alpha = (3000, 2, 1), R^2 train: 0.903, R^2 test: 0.061 Bootstrap CV 66, alpha = (3000, 2, 2), R^2 train: 0.855, R^2 test: 0.100 Bootstrap CV 66, alpha = (3000, 2, 5), R^2 train: 0.707, R^2 test: 0.155 Bootstrap CV 66, alpha = (3000, 2, 7), R^2 train: 0.635, R^2 test: 0.161 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.987, Explained Variance Score Train: 0.855 AUC Validation: 0.794, Explained Variance Score Validation: 0.164 AUC Test: 0.814, Explained Variance Score Test: 0.336 Bootstrap CV 79, alpha = (3000, 2, 1), R^2 train: 0.880, R^2 test: 0.381 Bootstrap CV 79, alpha = (3000, 2, 2), R^2 train: 0.809, R^2 test: 0.378 Bootstrap CV 79, alpha = (3000, 2, 5), R^2 train: 0.640, R^2 test: 0.363 Bootstrap CV 79, alpha = (3000, 2, 7), R^2 train: 0.569, R^2 test: 0.370 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.993, Explained Variance Score Train: 0.880 AUC Validation: 0.843, Explained Variance Score Validation: 0.383 AUC Test: 0.797, Explained Variance Score Test: 0.329 Bootstrap CV 72, alpha = (3000, 2, 1), R^2 train: 0.898, R^2 test: 0.272 Bootstrap CV 72, alpha = (3000, 2, 2), R^2 train: 0.825, R^2 test: 0.292 Bootstrap CV 72, alpha = (3000, 2, 5), R^2 train: 0.613, R^2 test: 0.306 Bootstrap CV 72, alpha = (3000, 2, 7), R^2 train: 0.536, R^2 test: 0.288 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.991, Explained Variance Score Train: 0.898 AUC Validation: 0.815, Explained Variance Score Validation: 0.273 AUC Test: 0.839, Explained Variance Score Test: 0.420 Bootstrap CV 77, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.249 Bootstrap CV 77, alpha = (3000, 2, 2), R^2 train: 0.807, R^2 test: 0.287 Bootstrap CV 77, alpha = (3000, 2, 5), R^2 train: 0.664, R^2 test: 0.269 Bootstrap CV 77, alpha = (3000, 2, 7), R^2 train: 0.592, R^2 test: 0.260 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.984, Explained Variance Score Train: 0.807 AUC Validation: 0.776, Explained Variance Score Validation: 0.296 AUC Test: 0.807, Explained Variance Score Test: 0.340 Bootstrap CV 76, alpha = (3000, 2, 1), R^2 train: 0.911, R^2 test: 0.325 Bootstrap CV 76, alpha = (3000, 2, 2), R^2 train: 0.869, R^2 test: 0.330 Bootstrap CV 76, alpha = (3000, 2, 5), R^2 train: 0.726, R^2 test: 0.305 Bootstrap CV 76, alpha = (3000, 2, 7), R^2 train: 0.653, R^2 test: 0.295 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.986, Explained Variance Score Train: 0.869 AUC Validation: 0.810, Explained Variance Score Validation: 0.337 AUC Test: 0.815, Explained Variance Score Test: 0.376 Bootstrap CV 78, alpha = (3000, 2, 1), R^2 train: 0.914, R^2 test: 0.093 Bootstrap CV 78, alpha = (3000, 2, 2), R^2 train: 0.876, R^2 test: 0.093 Bootstrap CV 78, alpha = (3000, 2, 5), R^2 train: 0.749, R^2 test: 0.117 Bootstrap CV 78, alpha = (3000, 2, 7), R^2 train: 0.676, R^2 test: 0.120 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.938, Explained Variance Score Train: 0.676 AUC Validation: 0.659, Explained Variance Score Validation: 0.151 AUC Test: 0.798, Explained Variance Score Test: 0.315 Bootstrap CV 73, alpha = (3000, 2, 1), R^2 train: 0.881, R^2 test: 0.209 Bootstrap CV 73, alpha = (3000, 2, 2), R^2 train: 0.767, R^2 test: 0.196 Bootstrap CV 73, alpha = (3000, 2, 5), R^2 train: 0.574, R^2 test: 0.235 Bootstrap CV 73, alpha = (3000, 2, 7), R^2 train: 0.501, R^2 test: 0.251 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.921, Explained Variance Score Train: 0.574 AUC Validation: 0.721, Explained Variance Score Validation: 0.238 AUC Test: 0.804, Explained Variance Score Test: 0.324 Bootstrap CV 71, alpha = (3000, 2, 1), R^2 train: 0.898, R^2 test: 0.292 Bootstrap CV 71, alpha = (3000, 2, 2), R^2 train: 0.851, R^2 test: 0.302 Bootstrap CV 71, alpha = (3000, 2, 5), R^2 train: 0.699, R^2 test: 0.299 Bootstrap CV 71, alpha = (3000, 2, 7), R^2 train: 0.625, R^2 test: 0.286 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.995, Explained Variance Score Train: 0.898 AUC Validation: 0.838, Explained Variance Score Validation: 0.296 AUC Test: 0.817, Explained Variance Score Test: 0.319 Running batch 6 of 7 with 16 nodes Bootstrap CV 89, alpha = (3000, 2, 1), R^2 train: 0.900, R^2 test: 0.071 Bootstrap CV 89, alpha = (3000, 2, 2), R^2 train: 0.836, R^2 test: 0.100 Bootstrap CV 89, alpha = (3000, 2, 5), R^2 train: 0.667, R^2 test: 0.172 Bootstrap CV 89, alpha = (3000, 2, 7), R^2 train: 0.598, R^2 test: 0.181 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.929, Explained Variance Score Train: 0.667 AUC Validation: 0.692, Explained Variance Score Validation: 0.197 AUC Test: 0.794, Explained Variance Score Test: 0.288 Bootstrap CV 92, alpha = (3000, 2, 1), R^2 train: 0.888, R^2 test: 0.218 Bootstrap CV 92, alpha = (3000, 2, 2), R^2 train: 0.836, R^2 test: 0.226 Bootstrap CV 92, alpha = (3000, 2, 5), R^2 train: 0.668, R^2 test: 0.215 Bootstrap CV 92, alpha = (3000, 2, 7), R^2 train: 0.588, R^2 test: 0.207 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.948, Explained Variance Score Train: 0.668 AUC Validation: 0.739, Explained Variance Score Validation: 0.231 AUC Test: 0.803, Explained Variance Score Test: 0.360 Bootstrap CV 81, alpha = (3000, 2, 1), R^2 train: 0.917, R^2 test: 0.339 Bootstrap CV 81, alpha = (3000, 2, 2), R^2 train: 0.875, R^2 test: 0.339 Bootstrap CV 81, alpha = (3000, 2, 5), R^2 train: 0.737, R^2 test: 0.334 Bootstrap CV 81, alpha = (3000, 2, 7), R^2 train: 0.676, R^2 test: 0.340 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.980, Explained Variance Score Train: 0.875 AUC Validation: 0.824, Explained Variance Score Validation: 0.350 AUC Test: 0.800, Explained Variance Score Test: 0.331 Bootstrap CV 84, alpha = (3000, 2, 1), R^2 train: 0.889, R^2 test: 0.374 Bootstrap CV 84, alpha = (3000, 2, 2), R^2 train: 0.819, R^2 test: 0.379 Bootstrap CV 84, alpha = (3000, 2, 5), R^2 train: 0.655, R^2 test: 0.357 Bootstrap CV 84, alpha = (3000, 2, 7), R^2 train: 0.591, R^2 test: 0.336 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.987, Explained Variance Score Train: 0.819 AUC Validation: 0.846, Explained Variance Score Validation: 0.391 AUC Test: 0.824, Explained Variance Score Test: 0.362 Bootstrap CV 83, alpha = (3000, 2, 1), R^2 train: 0.905, R^2 test: 0.249 Bootstrap CV 83, alpha = (3000, 2, 2), R^2 train: 0.820, R^2 test: 0.140 Bootstrap CV 83, alpha = (3000, 2, 5), R^2 train: 0.648, R^2 test: 0.110 Bootstrap CV 83, alpha = (3000, 2, 7), R^2 train: 0.578, R^2 test: 0.093 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.994, Explained Variance Score Train: 0.905 AUC Validation: 0.767, Explained Variance Score Validation: 0.254 AUC Test: 0.833, Explained Variance Score Test: 0.410 Bootstrap CV 91, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.431 Bootstrap CV 91, alpha = (3000, 2, 2), R^2 train: 0.857, R^2 test: 0.387 Bootstrap CV 91, alpha = (3000, 2, 5), R^2 train: 0.723, R^2 test: 0.310 Bootstrap CV 91, alpha = (3000, 2, 7), R^2 train: 0.653, R^2 test: 0.311 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.992, Explained Variance Score Train: 0.898 AUC Validation: 0.828, Explained Variance Score Validation: 0.432 AUC Test: 0.802, Explained Variance Score Test: 0.340 Bootstrap CV 82, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.268 Bootstrap CV 82, alpha = (3000, 2, 2), R^2 train: 0.848, R^2 test: 0.280 Bootstrap CV 82, alpha = (3000, 2, 5), R^2 train: 0.697, R^2 test: 0.309 Bootstrap CV 82, alpha = (3000, 2, 7), R^2 train: 0.619, R^2 test: 0.319 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.984, Explained Variance Score Train: 0.848 AUC Validation: 0.821, Explained Variance Score Validation: 0.296 AUC Test: 0.773, Explained Variance Score Test: 0.296 Bootstrap CV 95, alpha = (3000, 2, 1), R^2 train: 0.889, R^2 test: 0.119 Bootstrap CV 95, alpha = (3000, 2, 2), R^2 train: 0.819, R^2 test: 0.132 Bootstrap CV 95, alpha = (3000, 2, 5), R^2 train: 0.664, R^2 test: 0.154 Bootstrap CV 95, alpha = (3000, 2, 7), R^2 train: 0.594, R^2 test: 0.178 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.982, Explained Variance Score Train: 0.889 AUC Validation: 0.721, Explained Variance Score Validation: 0.120 AUC Test: 0.807, Explained Variance Score Test: 0.378 Bootstrap CV 90, alpha = (3000, 2, 1), R^2 train: 0.901, R^2 test: 0.271 Bootstrap CV 90, alpha = (3000, 2, 2), R^2 train: 0.860, R^2 test: 0.268 Bootstrap CV 90, alpha = (3000, 2, 5), R^2 train: 0.710, R^2 test: 0.254 Bootstrap CV 90, alpha = (3000, 2, 7), R^2 train: 0.640, R^2 test: 0.242 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.978, Explained Variance Score Train: 0.860 AUC Validation: 0.821, Explained Variance Score Validation: 0.292 AUC Test: 0.785, Explained Variance Score Test: 0.289 Bootstrap CV 80, alpha = (3000, 2, 1), R^2 train: 0.890, R^2 test: 0.327 Bootstrap CV 80, alpha = (3000, 2, 2), R^2 train: 0.835, R^2 test: 0.330 Bootstrap CV 80, alpha = (3000, 2, 5), R^2 train: 0.672, R^2 test: 0.321 Bootstrap CV 80, alpha = (3000, 2, 7), R^2 train: 0.600, R^2 test: 0.322 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.940, Explained Variance Score Train: 0.672 AUC Validation: 0.761, Explained Variance Score Validation: 0.336 AUC Test: 0.792, Explained Variance Score Test: 0.288 Bootstrap CV 94, alpha = (3000, 2, 1), R^2 train: 0.878, R^2 test: 0.210 Bootstrap CV 94, alpha = (3000, 2, 2), R^2 train: 0.772, R^2 test: 0.279 Bootstrap CV 94, alpha = (3000, 2, 5), R^2 train: 0.607, R^2 test: 0.253 Bootstrap CV 94, alpha = (3000, 2, 7), R^2 train: 0.539, R^2 test: 0.245 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.973, Explained Variance Score Train: 0.772 AUC Validation: 0.833, Explained Variance Score Validation: 0.296 AUC Test: 0.805, Explained Variance Score Test: 0.345 Bootstrap CV 93, alpha = (3000, 2, 1), R^2 train: 0.914, R^2 test: 0.160 Bootstrap CV 93, alpha = (3000, 2, 2), R^2 train: 0.870, R^2 test: 0.176 Bootstrap CV 93, alpha = (3000, 2, 5), R^2 train: 0.712, R^2 test: 0.179 Bootstrap CV 93, alpha = (3000, 2, 7), R^2 train: 0.631, R^2 test: 0.184 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.929, Explained Variance Score Train: 0.631 AUC Validation: 0.764, Explained Variance Score Validation: 0.216 AUC Test: 0.794, Explained Variance Score Test: 0.328 Bootstrap CV 88, alpha = (3000, 2, 1), R^2 train: 0.887, R^2 test: 0.217 Bootstrap CV 88, alpha = (3000, 2, 2), R^2 train: 0.826, R^2 test: 0.208 Bootstrap CV 88, alpha = (3000, 2, 5), R^2 train: 0.634, R^2 test: 0.218 Bootstrap CV 88, alpha = (3000, 2, 7), R^2 train: 0.560, R^2 test: 0.212 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.998, Explained Variance Score Train: 0.887 AUC Validation: 0.719, Explained Variance Score Validation: 0.258 AUC Test: 0.802, Explained Variance Score Test: 0.368 Bootstrap CV 85, alpha = (3000, 2, 1), R^2 train: 0.873, R^2 test: 0.071 Bootstrap CV 85, alpha = (3000, 2, 2), R^2 train: 0.819, R^2 test: 0.115 Bootstrap CV 85, alpha = (3000, 2, 5), R^2 train: 0.667, R^2 test: 0.148 Bootstrap CV 85, alpha = (3000, 2, 7), R^2 train: 0.600, R^2 test: 0.178 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.977, Explained Variance Score Train: 0.820 AUC Validation: 0.689, Explained Variance Score Validation: 0.178 AUC Test: 0.811, Explained Variance Score Test: 0.375 Bootstrap CV 87, alpha = (3000, 2, 1), R^2 train: 0.900, R^2 test: 0.375 Bootstrap CV 87, alpha = (3000, 2, 2), R^2 train: 0.827, R^2 test: 0.372 Bootstrap CV 87, alpha = (3000, 2, 5), R^2 train: 0.633, R^2 test: 0.373 Bootstrap CV 87, alpha = (3000, 2, 7), R^2 train: 0.538, R^2 test: 0.402 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.958, Explained Variance Score Train: 0.633 AUC Validation: 0.774, Explained Variance Score Validation: 0.382 AUC Test: 0.831, Explained Variance Score Test: 0.385 Bootstrap CV 86, alpha = (3000, 2, 1), R^2 train: 0.908, R^2 test: 0.201 Bootstrap CV 86, alpha = (3000, 2, 2), R^2 train: 0.827, R^2 test: 0.208 Bootstrap CV 86, alpha = (3000, 2, 5), R^2 train: 0.662, R^2 test: 0.207 Bootstrap CV 86, alpha = (3000, 2, 7), R^2 train: 0.591, R^2 test: 0.229 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.983, Explained Variance Score Train: 0.908 AUC Validation: 0.743, Explained Variance Score Validation: 0.212 AUC Test: 0.821, Explained Variance Score Test: 0.375 Running batch 7 of 7 with 4 nodes Bootstrap CV 97, alpha = (3000, 2, 1), R^2 train: 0.915, R^2 test: 0.237 Bootstrap CV 97, alpha = (3000, 2, 2), R^2 train: 0.882, R^2 test: 0.251 Bootstrap CV 97, alpha = (3000, 2, 5), R^2 train: 0.751, R^2 test: 0.259 Bootstrap CV 97, alpha = (3000, 2, 7), R^2 train: 0.686, R^2 test: 0.269 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.995, Explained Variance Score Train: 0.915 AUC Validation: 0.730, Explained Variance Score Validation: 0.249 AUC Test: 0.798, Explained Variance Score Test: 0.331 Bootstrap CV 96, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.361 Bootstrap CV 96, alpha = (3000, 2, 2), R^2 train: 0.853, R^2 test: 0.356 Bootstrap CV 96, alpha = (3000, 2, 5), R^2 train: 0.700, R^2 test: 0.359 Bootstrap CV 96, alpha = (3000, 2, 7), R^2 train: 0.620, R^2 test: 0.359 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.990, Explained Variance Score Train: 0.897 AUC Validation: 0.782, Explained Variance Score Validation: 0.363 AUC Test: 0.792, Explained Variance Score Test: 0.354 Bootstrap CV 99, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.162 Bootstrap CV 99, alpha = (3000, 2, 2), R^2 train: 0.850, R^2 test: 0.164 Bootstrap CV 99, alpha = (3000, 2, 5), R^2 train: 0.703, R^2 test: 0.182 Bootstrap CV 99, alpha = (3000, 2, 7), R^2 train: 0.628, R^2 test: 0.184 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.987, Explained Variance Score Train: 0.897 AUC Validation: 0.722, Explained Variance Score Validation: 0.166 AUC Test: 0.789, Explained Variance Score Test: 0.292 Bootstrap CV 98, alpha = (3000, 2, 1), R^2 train: 0.872, R^2 test: 0.278 Bootstrap CV 98, alpha = (3000, 2, 2), R^2 train: 0.773, R^2 test: 0.281 Bootstrap CV 98, alpha = (3000, 2, 5), R^2 train: 0.582, R^2 test: 0.252 Bootstrap CV 98, alpha = (3000, 2, 7), R^2 train: 0.509, R^2 test: 0.248 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.979, Explained Variance Score Train: 0.773 AUC Validation: 0.809, Explained Variance Score Validation: 0.289 AUC Test: 0.793, Explained Variance Score Test: 0.319 total Variables 35 and total subjects: 1698 ->AUC validation: 0.774 95% CI: [0.763 , 0.784] ->AUC test: 0.803 95% CI: [0.801 , 0.806] ->R^2 validation: 0.272 95% CI: [0.255 , 0.288] ->R^2 test: 0.338 95% CI: [0.333 , 0.344] ->Explained Variance validation: 0.256 95% CI: [0.238 , 0.275] ->Explained Variance test: 0.334 95% CI: [0.328 , 0.340] Test set metrics: @threshold:2.335, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:1.335, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:1.304, sens:0.000, spec:0.996, ppv:0.000, acc:0.835, f1:0.000, mcc:-0.026, total+:1, total-:338 @threshold:1.253, sens:0.018, spec:0.996, ppv:0.500, acc:0.838, f1:0.035, mcc:0.077, total+:2, total-:337 @threshold:1.041, sens:0.055, spec:0.993, ppv:0.600, acc:0.841, f1:0.100, mcc:0.079, total+:5, total-:334 @threshold:0.915, sens:0.073, spec:0.989, ppv:0.571, acc:0.841, f1:0.129, mcc:0.059, total+:7, total-:332 @threshold:0.901, sens:0.091, spec:0.986, ppv:0.556, acc:0.841, f1:0.156, mcc:0.048, total+:9, total-:330 @threshold:0.883, sens:0.109, spec:0.986, ppv:0.600, acc:0.844, f1:0.185, mcc:0.056, total+:10, total-:329 @threshold:0.810, sens:0.200, spec:0.982, ppv:0.688, acc:0.855, f1:0.310, mcc:0.069, total+:16, total-:323 @threshold:0.809, sens:0.218, spec:0.982, ppv:0.706, acc:0.858, f1:0.333, mcc:0.073, total+:17, total-:322 @threshold:0.799, sens:0.218, spec:0.979, ppv:0.667, acc:0.855, f1:0.329, mcc:0.059, total+:18, total-:321 @threshold:0.793, sens:0.236, spec:0.979, ppv:0.684, acc:0.858, f1:0.351, mcc:0.062, total+:19, total-:320 @threshold:0.751, sens:0.273, spec:0.975, ppv:0.682, acc:0.861, f1:0.390, mcc:0.057, total+:22, total-:317 @threshold:0.732, sens:0.291, spec:0.972, ppv:0.667, acc:0.861, f1:0.405, mcc:0.051, total+:24, total-:315 @threshold:0.723, sens:0.291, spec:0.968, ppv:0.640, acc:0.858, f1:0.400, mcc:0.044, total+:25, total-:314 @threshold:0.706, sens:0.309, spec:0.951, ppv:0.548, acc:0.847, f1:0.395, mcc:0.026, total+:31, total-:308 @threshold:0.704, sens:0.309, spec:0.947, ppv:0.531, acc:0.844, f1:0.391, mcc:0.024, total+:32, total-:307 @threshold:0.681, sens:0.327, spec:0.947, ppv:0.545, acc:0.847, f1:0.409, mcc:0.025, total+:33, total-:306 @threshold:0.670, sens:0.345, spec:0.944, ppv:0.543, acc:0.847, f1:0.422, mcc:0.024, total+:35, total-:304 @threshold:0.663, sens:0.364, spec:0.944, ppv:0.556, acc:0.850, f1:0.440, mcc:0.025, total+:36, total-:303 @threshold:0.643, sens:0.382, spec:0.940, ppv:0.553, acc:0.850, f1:0.452, mcc:0.024, total+:38, total-:301 @threshold:0.632, sens:0.400, spec:0.940, ppv:0.564, acc:0.853, f1:0.468, mcc:0.025, total+:39, total-:300 @threshold:0.631, sens:0.400, spec:0.937, ppv:0.550, acc:0.850, f1:0.463, mcc:0.023, total+:40, total-:299 @threshold:0.605, sens:0.418, spec:0.926, ppv:0.523, acc:0.844, f1:0.465, mcc:0.020, total+:44, total-:295 @threshold:0.601, sens:0.436, spec:0.923, ppv:0.522, acc:0.844, f1:0.475, mcc:0.019, total+:46, total-:293 @threshold:0.530, sens:0.455, spec:0.898, ppv:0.463, acc:0.826, f1:0.459, mcc:0.014, total+:54, total-:285 @threshold:0.517, sens:0.491, spec:0.894, ppv:0.474, acc:0.829, f1:0.482, mcc:0.014, total+:57, total-:282 @threshold:0.478, sens:0.509, spec:0.870, ppv:0.431, acc:0.811, f1:0.467, mcc:0.011, total+:65, total-:274 @threshold:0.474, sens:0.527, spec:0.866, ppv:0.433, acc:0.811, f1:0.475, mcc:0.011, total+:67, total-:272 @threshold:0.467, sens:0.545, spec:0.863, ppv:0.435, acc:0.811, f1:0.484, mcc:0.011, total+:69, total-:270 @threshold:0.467, sens:0.545, spec:0.859, ppv:0.429, acc:0.808, f1:0.480, mcc:0.010, total+:70, total-:269 @threshold:0.467, sens:0.564, spec:0.859, ppv:0.437, acc:0.811, f1:0.492, mcc:0.011, total+:71, total-:268 @threshold:0.466, sens:0.564, spec:0.856, ppv:0.431, acc:0.808, f1:0.488, mcc:0.010, total+:72, total-:267 @threshold:0.453, sens:0.582, spec:0.856, ppv:0.438, acc:0.811, f1:0.500, mcc:0.011, total+:73, total-:266 @threshold:0.452, sens:0.582, spec:0.852, ppv:0.432, acc:0.808, f1:0.496, mcc:0.010, total+:74, total-:265 @threshold:0.446, sens:0.600, spec:0.852, ppv:0.440, acc:0.811, f1:0.508, mcc:0.011, total+:75, total-:264 @threshold:0.434, sens:0.600, spec:0.849, ppv:0.434, acc:0.808, f1:0.504, mcc:0.010, total+:76, total-:263 @threshold:0.377, sens:0.618, spec:0.817, ppv:0.395, acc:0.785, f1:0.482, mcc:0.008, total+:86, total-:253 @threshold:0.362, sens:0.618, spec:0.813, ppv:0.391, acc:0.782, f1:0.479, mcc:0.008, total+:87, total-:252 @threshold:0.351, sens:0.636, spec:0.810, ppv:0.393, acc:0.782, f1:0.486, mcc:0.008, total+:89, total-:250 @threshold:0.345, sens:0.636, spec:0.806, ppv:0.389, acc:0.779, f1:0.483, mcc:0.008, total+:90, total-:249 @threshold:0.344, sens:0.655, spec:0.806, ppv:0.396, acc:0.782, f1:0.493, mcc:0.008, total+:91, total-:248 @threshold:0.336, sens:0.655, spec:0.803, ppv:0.391, acc:0.779, f1:0.490, mcc:0.008, total+:92, total-:247 @threshold:0.260, sens:0.673, spec:0.785, ppv:0.378, acc:0.767, f1:0.484, mcc:0.007, total+:98, total-:241 @threshold:0.259, sens:0.673, spec:0.782, ppv:0.374, acc:0.764, f1:0.481, mcc:0.007, total+:99, total-:240 @threshold:0.255, sens:0.691, spec:0.782, ppv:0.380, acc:0.767, f1:0.490, mcc:0.007, total+:100, total-:239 @threshold:0.254, sens:0.691, spec:0.778, ppv:0.376, acc:0.764, f1:0.487, mcc:0.007, total+:101, total-:238 @threshold:0.200, sens:0.709, spec:0.761, ppv:0.364, acc:0.752, f1:0.481, mcc:0.007, total+:107, total-:232 @threshold:0.198, sens:0.709, spec:0.757, ppv:0.361, acc:0.749, f1:0.479, mcc:0.006, total+:108, total-:231 @threshold:0.188, sens:0.727, spec:0.750, ppv:0.360, acc:0.746, f1:0.482, mcc:0.006, total+:111, total-:228 @threshold:0.186, sens:0.727, spec:0.746, ppv:0.357, acc:0.743, f1:0.479, mcc:0.006, total+:112, total-:227 @threshold:0.145, sens:0.745, spec:0.718, ppv:0.339, acc:0.723, f1:0.466, mcc:0.005, total+:121, total-:218 @threshold:0.144, sens:0.745, spec:0.715, ppv:0.336, acc:0.720, f1:0.463, mcc:0.005, total+:122, total-:217 @threshold:0.105, sens:0.764, spec:0.687, ppv:0.321, acc:0.699, f1:0.452, mcc:0.005, total+:131, total-:208 @threshold:0.098, sens:0.782, spec:0.683, ppv:0.323, acc:0.699, f1:0.457, mcc:0.005, total+:133, total-:206 @threshold:0.073, sens:0.800, spec:0.665, ppv:0.317, acc:0.687, f1:0.454, mcc:0.005, total+:139, total-:200 @threshold:0.067, sens:0.800, spec:0.662, ppv:0.314, acc:0.684, f1:0.451, mcc:0.005, total+:140, total-:199 @threshold:0.042, sens:0.818, spec:0.641, ppv:0.306, acc:0.670, f1:0.446, mcc:0.004, total+:147, total-:192 @threshold:0.040, sens:0.818, spec:0.637, ppv:0.304, acc:0.667, f1:0.443, mcc:0.004, total+:148, total-:191 @threshold:0.005, sens:0.836, spec:0.616, ppv:0.297, acc:0.652, f1:0.438, mcc:0.004, total+:155, total-:184 @threshold:-0.001, sens:0.836, spec:0.613, ppv:0.295, acc:0.649, f1:0.436, mcc:0.004, total+:156, total-:183 @threshold:-0.026, sens:0.855, spec:0.588, ppv:0.287, acc:0.631, f1:0.429, mcc:0.004, total+:164, total-:175 @threshold:-0.031, sens:0.855, spec:0.585, ppv:0.285, acc:0.628, f1:0.427, mcc:0.004, total+:165, total-:174 @threshold:-0.079, sens:0.873, spec:0.542, ppv:0.270, acc:0.596, f1:0.412, mcc:0.003, total+:178, total-:161 @threshold:-0.083, sens:0.873, spec:0.539, ppv:0.268, acc:0.593, f1:0.410, mcc:0.003, total+:179, total-:160 @threshold:-0.098, sens:0.891, spec:0.535, ppv:0.271, acc:0.593, f1:0.415, mcc:0.003, total+:181, total-:158 @threshold:-0.104, sens:0.891, spec:0.532, ppv:0.269, acc:0.590, f1:0.414, mcc:0.003, total+:182, total-:157 @threshold:-0.132, sens:0.909, spec:0.511, ppv:0.265, acc:0.575, f1:0.410, mcc:0.003, total+:189, total-:150 @threshold:-0.139, sens:0.909, spec:0.507, ppv:0.263, acc:0.572, f1:0.408, mcc:0.003, total+:190, total-:149 @threshold:-0.156, sens:0.927, spec:0.493, ppv:0.262, acc:0.563, f1:0.408, mcc:0.003, total+:195, total-:144 @threshold:-0.156, sens:0.927, spec:0.489, ppv:0.260, acc:0.560, f1:0.406, mcc:0.003, total+:196, total-:143 @threshold:-0.186, sens:0.945, spec:0.472, ppv:0.257, acc:0.549, f1:0.405, mcc:0.003, total+:202, total-:137 @threshold:-0.188, sens:0.945, spec:0.468, ppv:0.256, acc:0.546, f1:0.403, mcc:0.003, total+:203, total-:136 @threshold:-0.287, sens:0.964, spec:0.412, ppv:0.241, acc:0.501, f1:0.385, mcc:0.003, total+:220, total-:119 @threshold:-0.287, sens:0.964, spec:0.408, ppv:0.240, acc:0.499, f1:0.384, mcc:0.003, total+:221, total-:118 @threshold:-0.624, sens:0.982, spec:0.180, ppv:0.188, acc:0.310, f1:0.316, mcc:0.002, total+:287, total-:52 @threshold:-0.633, sens:0.982, spec:0.176, ppv:0.188, acc:0.307, f1:0.315, mcc:0.002, total+:288, total-:51 @threshold:-1.054, sens:1.000, spec:0.004, ppv:0.163, acc:0.165, f1:0.280, mcc:0.001, total+:338, total-:1 * Vital: BMI-latest | coef 0.101 95% CI: [0.089 , 0.112] | OR_adj 1.106 [1.093 1.119] | occ: 1621 | OR_unadj: 4.766 [3.528 6.438] | indivs AUC:0.795 Correlated most with: Maternal Vital: Wt-postPregnancy:0.098 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.046 Number of Visits:0.036 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.010 MatDeliveryAge:0.001 * Vital: Wt for Length ZScore-gain0to24 | coef 0.058 95% CI: [0.053 , 0.064] | OR_adj 1.060 [1.054 1.066] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.783 Correlated most with: Maternal Vital: Wt-postPregnancy:0.106 Number of Visits:0.070 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.053 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.014 MatDeliveryAge:-0.004 * Vital: Wt for Length ZScore-latest | coef 0.057 95% CI: [0.052 , 0.063] | OR_adj 1.059 [1.053 1.065] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.783 Correlated most with: Maternal Vital: Wt-postPregnancy:0.106 Number of Visits:0.070 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.053 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.014 MatDeliveryAge:-0.004 * Vital: BMI-avg19to24 | coef 0.051 95% CI: [0.044 , 0.058] | OR_adj 1.053 [1.045 1.060] | occ: 1354 | OR_unadj: 4.046 [3.062 5.347] | indivs AUC:0.772 Correlated most with: Maternal Vital: Wt-postPregnancy:0.104 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.045 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.039 Number of Visits:-0.034 MatDeliveryAge:-0.013 * Vital: BMI-avg16to19 | coef 0.041 95% CI: [0.035 , 0.047] | OR_adj 1.041 [1.035 1.048] | occ: 1269 | OR_unadj: 3.131 [2.385 4.111] | indivs AUC:0.792 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.046 Number of Visits:-0.043 Maternal Vital: Wt-postPregnancy:0.042 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.026 MatDeliveryAge:-0.021 * Vital: BMI-gain0to24 | coef 0.036 95% CI: [0.031 , 0.041] | OR_adj 1.037 [1.032 1.042] | occ: 1338 | OR_unadj: 3.923 [2.973 5.177] | indivs AUC:0.778 Correlated most with: Maternal Vital: Wt-postPregnancy:0.103 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.038 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.034 Number of Visits:-0.031 MatDeliveryAge:-0.010 MatDeliveryAge | coef 0.035 95% CI: [0.032 , 0.038] | OR_adj 1.035 [1.032 1.038] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.518 Correlated most with: MatDeliveryAge:1.000 Maternal Vital: Wt-postPregnancy:0.124 Number of Visits:0.088 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.012 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011 * Vital: BMI-avg13to16 | coef 0.033 95% CI: [0.029 , 0.038] | OR_adj 1.034 [1.030 1.038] | occ: 1286 | OR_unadj: 3.814 [2.889 5.036] | indivs AUC:0.725 Correlated most with: Maternal Vital: Wt-postPregnancy:0.062 Number of Visits:-0.026 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.012 MatDeliveryAge:-0.005 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.004 * Vital: Wt-latest | coef 0.031 95% CI: [0.026 , 0.036] | OR_adj 1.032 [1.027 1.037] | occ: 1626 | OR_unadj: 3.500 [2.571 4.766] | indivs AUC:0.761 Correlated most with: Number of Visits:0.377 Maternal Vital: Wt-postPregnancy:0.139 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.057 MatDeliveryAge:0.048 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.005 * Maternal Vital: Wt-postPregnancy | coef 0.030 95% CI: [0.026 , 0.033] | OR_adj 1.030 [1.027 1.034] | occ: 666 | OR_unadj: 1.845 [1.336 2.549] | indivs AUC:0.588 Correlated most with: Maternal Vital: Wt-postPregnancy:1.000 MatDeliveryAge:0.124 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.022 Number of Visits:-0.004 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.001 * Vital: Wt for Length ZScore-avg13to16 | coef 0.030 95% CI: [0.026 , 0.034] | OR_adj 1.030 [1.026 1.034] | occ: 1287 | OR_unadj: 3.550 [2.689 4.687] | indivs AUC:0.715 Correlated most with: Maternal Vital: Wt-postPregnancy:0.064 Number of Visits:-0.020 MatDeliveryAge:-0.019 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.004 * Number of Visits | coef 0.029 95% CI: [0.026 , 0.033] | OR_adj 1.030 [1.026 1.033] | occ: 1645 | OR_unadj: 0.708 [0.535 0.936] | indivs AUC:0.478 Correlated most with: Number of Visits:1.000 MatDeliveryAge:0.088 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.035 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.027 Maternal Vital: Wt-postPregnancy:-0.004 * Vital: Wt for Length ZScore-avg16to19 | coef 0.029 95% CI: [0.025 , 0.033] | OR_adj 1.029 [1.025 1.033] | occ: 1267 | OR_unadj: 3.111 [2.368 4.088] | indivs AUC:0.781 Correlated most with: Maternal Vital: Wt-postPregnancy:0.050 MatDeliveryAge:-0.034 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.032 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.028 Number of Visits:-0.019 * Vital: Wt-avg13to16 | coef 0.029 95% CI: [0.024 , 0.034] | OR_adj 1.029 [1.024 1.034] | occ: 1308 | OR_unadj: 3.224 [2.452 4.240] | indivs AUC:0.703 Correlated most with: Maternal Vital: Wt-postPregnancy:0.101 MatDeliveryAge:-0.021 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.016 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.001 Number of Visits:-0.000 * Vital: Wt-avg16to19 | coef 0.027 95% CI: [0.023 , 0.030] | OR_adj 1.027 [1.024 1.031] | occ: 1298 | OR_unadj: 3.060 [2.331 4.017] | indivs AUC:0.736 Correlated most with: Maternal Vital: Wt-postPregnancy:0.093 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.045 MatDeliveryAge:-0.040 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.014 Number of Visits:-0.014 * Vital: Wt for Length ZScore-avg1to3 | coef 0.025 95% CI: [0.021 , 0.029] | OR_adj 1.025 [1.022 1.029] | occ: 1348 | OR_unadj: 1.471 [1.126 1.921] | indivs AUC:0.589 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.038 Maternal Vital: Wt-postPregnancy:0.033 MatDeliveryAge:0.021 Number of Visits:-0.019 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.007 * Vital: Wt for Length Zscore-avg10to13 | coef 0.024 95% CI: [0.020 , 0.028] | OR_adj 1.024 [1.020 1.028] | occ: 1381 | OR_unadj: 2.955 [2.245 3.890] | indivs AUC:0.694 Correlated most with: Maternal Vital: Wt-postPregnancy:0.074 Number of Visits:-0.042 MatDeliveryAge:-0.028 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.009 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.007 * Vital: Wt for Length ZScore-avg3to5 | coef 0.024 95% CI: [0.021 , 0.026] | OR_adj 1.024 [1.022 1.026] | occ: 1299 | OR_unadj: 1.902 [1.455 2.486] | indivs AUC:0.604 Correlated most with: Maternal Vital: Wt-postPregnancy:0.051 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.046 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.023 Number of Visits:-0.013 MatDeliveryAge:-0.002 * Vital: BMI-avg10to13 | coef 0.022 95% CI: [0.019 , 0.025] | OR_adj 1.022 [1.019 1.025] | occ: 1380 | OR_unadj: 2.656 [2.025 3.483] | indivs AUC:0.689 Correlated most with: Maternal Vital: Wt-postPregnancy:0.060 Number of Visits:-0.036 MatDeliveryAge:-0.024 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.024 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.005 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.022 95% CI: [0.019 , 0.024] | OR_adj 1.022 [1.020 1.025] | occ: 1055 | OR_unadj: 1.153 [0.870 1.529] | indivs AUC:0.515 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000 Number of Visits:-0.035 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.030 Maternal Vital: Wt-postPregnancy:-0.022 MatDeliveryAge:0.012 * Vital: Wt-avg19to24 | coef 0.021 95% CI: [0.018 , 0.025] | OR_adj 1.021 [1.018 1.025] | occ: 1372 | OR_unadj: 3.824 [2.897 5.047] | indivs AUC:0.770 Correlated most with: Maternal Vital: Wt-postPregnancy:0.123 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.054 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011 MatDeliveryAge:-0.005 Number of Visits:0.002 * Vital: Wt Percentile-latest | coef 0.021 95% CI: [0.017 , 0.025] | OR_adj 1.021 [1.017 1.025] | occ: 1028 | OR_unadj: 2.134 [1.631 2.792] | indivs AUC:0.737 Correlated most with: Maternal Vital: Wt-postPregnancy:0.090 Number of Visits:0.019 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.010 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.010 MatDeliveryAge:0.002 * Vital: Wt for Length ZScore-avg7to10 | coef 0.021 95% CI: [0.018 , 0.023] | OR_adj 1.021 [1.019 1.023] | occ: 1331 | OR_unadj: 2.704 [2.060 3.548] | indivs AUC:0.643 Correlated most with: Maternal Vital: Wt-postPregnancy:0.073 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.035 Number of Visits:-0.034 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.022 MatDeliveryAge:-0.013 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.020 95% CI: [0.018 , 0.022] | OR_adj 1.020 [1.019 1.022] | occ: 1057 | OR_unadj: 1.438 [1.084 1.906] | indivs AUC:0.568 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.030 Number of Visits:-0.027 MatDeliveryAge:0.011 Maternal Vital: Wt-postPregnancy:0.001 Vital: Wt for Len Percentile-gain5to10 | coef 0.020 95% CI: [0.017 , 0.023] | OR_adj 1.020 [1.017 1.023] | occ: 1245 | OR_unadj: 0.990 [0.750 1.306] | indivs AUC:0.481 Correlated most with: Maternal Vital: Wt-postPregnancy:0.040 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.030 MatDeliveryAge:-0.010 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.008 Number of Visits:0.002 Vital: HC-latest | coef 0.019 95% CI: [0.017 , 0.021] | OR_adj 1.019 [1.017 1.021] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.592 Correlated most with: Number of Visits:0.302 Maternal Vital: Wt-postPregnancy:0.094 MatDeliveryAge:0.058 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.058 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.022 * Vital: Wt for Len Percentile-avg13to16 | coef 0.019 95% CI: [0.016 , 0.022] | OR_adj 1.019 [1.016 1.022] | occ: 1286 | OR_unadj: 3.426 [2.597 4.520] | indivs AUC:0.718 Correlated most with: Maternal Vital: Wt-postPregnancy:0.055 MatDeliveryAge:-0.021 Number of Visits:-0.019 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.005 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.000 * Vital: BMI-avg7to10 | coef 0.019 95% CI: [0.015 , 0.022] | OR_adj 1.019 [1.016 1.022] | occ: 1333 | OR_unadj: 2.458 [1.877 3.218] | indivs AUC:0.623 Correlated most with: Maternal Vital: Wt-postPregnancy:0.068 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.035 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.029 Number of Visits:-0.021 MatDeliveryAge:-0.001 * Vital: Wt-gain0to24 | coef 0.018 95% CI: [0.015 , 0.021] | OR_adj 1.019 [1.016 1.022] | occ: 1357 | OR_unadj: 3.724 [2.823 4.912] | indivs AUC:0.775 Correlated most with: Maternal Vital: Wt-postPregnancy:0.124 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.040 Number of Visits:0.004 MatDeliveryAge:-0.003 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.002 Vital: Temp-avg0to1 | coef 0.018 95% CI: [0.017 , 0.019] | OR_adj 1.018 [1.017 1.019] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.490 Correlated most with: Number of Visits:0.044 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.013 Maternal Vital: Wt-postPregnancy:0.011 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.009 MatDeliveryAge:0.000 Vital: Temp-latest | coef 0.017 95% CI: [0.016 , 0.019] | OR_adj 1.018 [1.016 1.019] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.465 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.016 Number of Visits:0.015 Maternal Vital: Wt-postPregnancy:-0.013 MatDeliveryAge:-0.011 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011 * Vital: Wt for Len Percentile-avg16to19 | coef 0.015 95% CI: [0.013 , 0.017] | OR_adj 1.015 [1.013 1.017] | occ: 1269 | OR_unadj: 2.937 [2.233 3.864] | indivs AUC:0.772 Correlated most with: MatDeliveryAge:-0.056 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.033 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.029 Maternal Vital: Wt-postPregnancy:0.027 Number of Visits:0.001 Vital: Ht Percentile-gain16to24 | coef 0.013 95% CI: [0.011 , 0.015] | OR_adj 1.013 [1.011 1.015] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.554 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.051 MatDeliveryAge:-0.039 Maternal Vital: Wt-postPregnancy:-0.017 Number of Visits:0.006 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.002 * Vital: Wt Change-avg19to24 | coef 0.013 95% CI: [0.011 , 0.015] | OR_adj 1.013 [1.011 1.015] | occ: 880 | OR_unadj: 2.064 [1.510 2.823] | indivs AUC:0.612 Correlated most with: Number of Visits:-0.186 Maternal Vital: Wt-postPregnancy:0.066 MatDeliveryAge:-0.023 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.021 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.001 * Vital: Wt Change-latest | coef 0.013 95% CI: [0.011 , 0.014] | OR_adj 1.013 [1.011 1.015] | occ: 979 | OR_unadj: 1.660 [1.219 2.259] | indivs AUC:0.608 Correlated most with: Number of Visits:-0.181 Maternal Vital: Wt-postPregnancy:0.060 MatDeliveryAge:-0.023 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.011 Vital : 0.864205385636 MatDeliveryAge : 0.0346041181599 Maternal Vital : 0.0297826485264 Number of Visits : 0.0294052189848 Census : 0.0420026286926 Time to run analysis 0:08:42.206647 Total Time elapsed 16:51:08.323137 ----------------------------------------------------- girls lasso_fts full gradientboost regression Running batch 1 of 7 with 16 nodes Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.818, R^2 test: 0.243 Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.836, R^2 test: 0.225 Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.884, R^2 test: 0.212 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.961, Explained Variance Score Train: 0.797 AUC Validation: 0.729, Explained Variance Score Validation: 0.246 AUC Test: 0.831, Explained Variance Score Test: 0.333 Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.821, R^2 test: 0.151 Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.870, R^2 test: 0.107 Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.899, R^2 test: 0.158 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.972, Explained Variance Score Train: 0.839 AUC Validation: 0.766, Explained Variance Score Validation: 0.176 AUC Test: 0.826, Explained Variance Score Test: 0.388 Bootstrap CV 11, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.814, R^2 test: -0.210 Bootstrap CV 11, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.841, R^2 test: -0.220 Bootstrap CV 11, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.862, R^2 test: -0.224 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.969, Explained Variance Score Train: 0.833 AUC Validation: 0.628, Explained Variance Score Validation: -0.263 AUC Test: 0.795, Explained Variance Score Test: 0.338 Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.758, R^2 test: 0.283 Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.808, R^2 test: 0.246 Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.848, R^2 test: 0.323 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.977, Explained Variance Score Train: 0.856 AUC Validation: 0.845, Explained Variance Score Validation: 0.328 AUC Test: 0.820, Explained Variance Score Test: 0.353 Bootstrap CV 13, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.736, R^2 test: 0.274 Bootstrap CV 13, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.836, R^2 test: 0.146 Bootstrap CV 13, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.841, R^2 test: 0.235 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.939, Explained Variance Score Train: 0.732 AUC Validation: 0.737, Explained Variance Score Validation: 0.276 AUC Test: 0.817, Explained Variance Score Test: 0.307 Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.834, R^2 test: 0.055 Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.891, R^2 test: 0.078 Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.905, R^2 test: 0.071 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.957, Explained Variance Score Train: 0.885 AUC Validation: 0.668, Explained Variance Score Validation: 0.048 AUC Test: 0.777, Explained Variance Score Test: 0.235 Bootstrap CV 14, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.735, R^2 test: 0.298 Bootstrap CV 14, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.759, R^2 test: 0.274 Bootstrap CV 14, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.807, R^2 test: 0.335 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.946, Explained Variance Score Train: 0.690 AUC Validation: 0.798, Explained Variance Score Validation: 0.305 AUC Test: 0.817, Explained Variance Score Test: 0.318 Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.730, R^2 test: 0.177 Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.765, R^2 test: 0.157 Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.784, R^2 test: 0.169 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.898, Explained Variance Score Train: 0.776 AUC Validation: 0.730, Explained Variance Score Validation: 0.184 AUC Test: 0.774, Explained Variance Score Test: 0.274 Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.726, R^2 test: 0.330 Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.789, R^2 test: 0.381 Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.796, R^2 test: 0.322 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.955, Explained Variance Score Train: 0.790 AUC Validation: 0.731, Explained Variance Score Validation: 0.352 AUC Test: 0.819, Explained Variance Score Test: 0.366 Bootstrap CV 12, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.751, R^2 test: 0.384 Bootstrap CV 12, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.886, R^2 test: 0.303 Bootstrap CV 12, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.927, R^2 test: 0.364 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.985, Explained Variance Score Train: 0.913 AUC Validation: 0.790, Explained Variance Score Validation: 0.411 AUC Test: 0.829, Explained Variance Score Test: 0.415 Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.691, R^2 test: 0.198 Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.755, R^2 test: 0.191 Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.784, R^2 test: 0.170 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.967, Explained Variance Score Train: 0.773 AUC Validation: 0.780, Explained Variance Score Validation: 0.216 AUC Test: 0.809, Explained Variance Score Test: 0.332 Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.767, R^2 test: 0.194 Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.809, R^2 test: 0.222 Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.826, R^2 test: 0.196 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.834 AUC Validation: 0.671, Explained Variance Score Validation: 0.193 AUC Test: 0.807, Explained Variance Score Test: 0.337 Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.725, R^2 test: 0.191 Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.758, R^2 test: 0.169 Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.743, R^2 test: 0.185 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.954, Explained Variance Score Train: 0.797 AUC Validation: 0.771, Explained Variance Score Validation: 0.151 AUC Test: 0.792, Explained Variance Score Test: 0.245 Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.815, R^2 test: 0.259 Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.848, R^2 test: 0.250 Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.869, R^2 test: 0.254 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.928, Explained Variance Score Train: 0.849 AUC Validation: 0.737, Explained Variance Score Validation: 0.256 AUC Test: 0.810, Explained Variance Score Test: 0.325 Bootstrap CV 10, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.754, R^2 test: 0.195 Bootstrap CV 10, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.802, R^2 test: 0.194 Bootstrap CV 10, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.849, R^2 test: 0.114 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.941, Explained Variance Score Train: 0.858 AUC Validation: 0.776, Explained Variance Score Validation: 0.155 AUC Test: 0.812, Explained Variance Score Test: 0.324 Bootstrap CV 15, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.747, R^2 test: 0.329 Bootstrap CV 15, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.867, R^2 test: 0.351 Bootstrap CV 15, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.855, R^2 test: 0.340 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.965, Explained Variance Score Train: 0.836 AUC Validation: 0.845, Explained Variance Score Validation: 0.372 AUC Test: 0.820, Explained Variance Score Test: 0.360 Running batch 2 of 7 with 16 nodes Bootstrap CV 19, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.799, R^2 test: 0.185 Bootstrap CV 19, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.831, R^2 test: 0.200 Bootstrap CV 19, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.868, R^2 test: 0.182 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.957, Explained Variance Score Train: 0.813 AUC Validation: 0.704, Explained Variance Score Validation: 0.174 AUC Test: 0.804, Explained Variance Score Test: 0.336 Bootstrap CV 20, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.638, R^2 test: 0.169 Bootstrap CV 20, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.705, R^2 test: 0.177 Bootstrap CV 20, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.710, R^2 test: 0.174 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.918, Explained Variance Score Train: 0.636 AUC Validation: 0.769, Explained Variance Score Validation: 0.192 AUC Test: 0.810, Explained Variance Score Test: 0.325 Bootstrap CV 28, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.848, R^2 test: 0.125 Bootstrap CV 28, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.891, R^2 test: 0.084 Bootstrap CV 28, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.923, R^2 test: 0.091 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.891 AUC Validation: 0.721, Explained Variance Score Validation: 0.188 AUC Test: 0.812, Explained Variance Score Test: 0.361 Bootstrap CV 16, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.733, R^2 test: 0.481 Bootstrap CV 16, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.800, R^2 test: 0.460 Bootstrap CV 16, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.827, R^2 test: 0.472 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.938, Explained Variance Score Train: 0.788 AUC Validation: 0.851, Explained Variance Score Validation: 0.476 AUC Test: 0.821, Explained Variance Score Test: 0.301 Bootstrap CV 24, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.781, R^2 test: -0.012 Bootstrap CV 24, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.847, R^2 test: 0.029 Bootstrap CV 24, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.914, R^2 test: -0.082 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.980, Explained Variance Score Train: 0.842 AUC Validation: 0.711, Explained Variance Score Validation: 0.016 AUC Test: 0.804, Explained Variance Score Test: 0.259 Bootstrap CV 23, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.751, R^2 test: 0.370 Bootstrap CV 23, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.781, R^2 test: 0.344 Bootstrap CV 23, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.788, R^2 test: 0.386 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.899, Explained Variance Score Train: 0.749 AUC Validation: 0.824, Explained Variance Score Validation: 0.369 AUC Test: 0.773, Explained Variance Score Test: 0.295 Bootstrap CV 29, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.705, R^2 test: 0.277 Bootstrap CV 29, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.801, R^2 test: 0.305 Bootstrap CV 29, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.825, R^2 test: 0.275 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.909, Explained Variance Score Train: 0.800 AUC Validation: 0.804, Explained Variance Score Validation: 0.289 AUC Test: 0.791, Explained Variance Score Test: 0.328 Bootstrap CV 21, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.809, R^2 test: 0.291 Bootstrap CV 21, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.843, R^2 test: 0.268 Bootstrap CV 21, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.854, R^2 test: 0.287 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.964, Explained Variance Score Train: 0.783 AUC Validation: 0.833, Explained Variance Score Validation: 0.298 AUC Test: 0.792, Explained Variance Score Test: 0.301 Bootstrap CV 31, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.564, R^2 test: 0.358 Bootstrap CV 31, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.719, R^2 test: 0.392 Bootstrap CV 31, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.747, R^2 test: 0.398 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.926, Explained Variance Score Train: 0.699 AUC Validation: 0.724, Explained Variance Score Validation: 0.376 AUC Test: 0.807, Explained Variance Score Test: 0.329 Bootstrap CV 26, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.643, R^2 test: 0.137 Bootstrap CV 26, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.763, R^2 test: 0.163 Bootstrap CV 26, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.817, R^2 test: 0.155 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.964, Explained Variance Score Train: 0.812 AUC Validation: 0.806, Explained Variance Score Validation: 0.228 AUC Test: 0.836, Explained Variance Score Test: 0.334 Bootstrap CV 18, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.763, R^2 test: 0.216 Bootstrap CV 18, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.847, R^2 test: 0.115 Bootstrap CV 18, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.859, R^2 test: 0.090 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.849 AUC Validation: 0.699, Explained Variance Score Validation: 0.148 AUC Test: 0.797, Explained Variance Score Test: 0.312 Bootstrap CV 30, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.662, R^2 test: 0.155 Bootstrap CV 30, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.786, R^2 test: 0.130 Bootstrap CV 30, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.817, R^2 test: 0.097 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.950, Explained Variance Score Train: 0.810 AUC Validation: 0.675, Explained Variance Score Validation: 0.143 AUC Test: 0.810, Explained Variance Score Test: 0.345 Bootstrap CV 17, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.719, R^2 test: 0.189 Bootstrap CV 17, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.736, R^2 test: 0.161 Bootstrap CV 17, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.758, R^2 test: 0.186 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.921, Explained Variance Score Train: 0.823 AUC Validation: 0.632, Explained Variance Score Validation: 0.175 AUC Test: 0.815, Explained Variance Score Test: 0.335 Bootstrap CV 22, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.843, R^2 test: -0.011 Bootstrap CV 22, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.884, R^2 test: -0.115 Bootstrap CV 22, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.887, R^2 test: 0.009 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.929, Explained Variance Score Train: 0.881 AUC Validation: 0.746, Explained Variance Score Validation: -0.080 AUC Test: 0.829, Explained Variance Score Test: 0.339 Bootstrap CV 27, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.516, R^2 test: 0.191 Bootstrap CV 27, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.680, R^2 test: 0.162 Bootstrap CV 27, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.723, R^2 test: 0.159 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.942, Explained Variance Score Train: 0.680 AUC Validation: 0.765, Explained Variance Score Validation: 0.168 AUC Test: 0.803, Explained Variance Score Test: 0.307 Bootstrap CV 25, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.731, R^2 test: 0.354 Bootstrap CV 25, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.759, R^2 test: 0.378 Bootstrap CV 25, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.787, R^2 test: 0.332 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.930, Explained Variance Score Train: 0.796 AUC Validation: 0.836, Explained Variance Score Validation: 0.362 AUC Test: 0.792, Explained Variance Score Test: 0.349 Running batch 3 of 7 with 16 nodes Bootstrap CV 38, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.787, R^2 test: 0.368 Bootstrap CV 38, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.805, R^2 test: 0.344 Bootstrap CV 38, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.830, R^2 test: 0.340 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.960, Explained Variance Score Train: 0.844 AUC Validation: 0.873, Explained Variance Score Validation: 0.363 AUC Test: 0.831, Explained Variance Score Test: 0.335 Bootstrap CV 40, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.728, R^2 test: 0.230 Bootstrap CV 40, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.795, R^2 test: 0.209 Bootstrap CV 40, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.814, R^2 test: 0.245 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.955, Explained Variance Score Train: 0.747 AUC Validation: 0.796, Explained Variance Score Validation: 0.271 AUC Test: 0.814, Explained Variance Score Test: 0.317 Bootstrap CV 47, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.758, R^2 test: 0.313 Bootstrap CV 47, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.756, R^2 test: 0.278 Bootstrap CV 47, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.837, R^2 test: 0.283 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.961, Explained Variance Score Train: 0.737 AUC Validation: 0.714, Explained Variance Score Validation: 0.302 AUC Test: 0.799, Explained Variance Score Test: 0.339 Bootstrap CV 33, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.652, R^2 test: 0.151 Bootstrap CV 33, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.698, R^2 test: 0.119 Bootstrap CV 33, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.708, R^2 test: 0.167 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.946, Explained Variance Score Train: 0.634 AUC Validation: 0.751, Explained Variance Score Validation: 0.148 AUC Test: 0.792, Explained Variance Score Test: 0.233 Bootstrap CV 35, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.668, R^2 test: 0.136 Bootstrap CV 35, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.735, R^2 test: 0.085 Bootstrap CV 35, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.783, R^2 test: 0.136 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.921, Explained Variance Score Train: 0.682 AUC Validation: 0.785, Explained Variance Score Validation: 0.160 AUC Test: 0.807, Explained Variance Score Test: 0.323 Bootstrap CV 42, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.694, R^2 test: 0.363 Bootstrap CV 42, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.763, R^2 test: 0.333 Bootstrap CV 42, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.741, R^2 test: 0.327 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.935, Explained Variance Score Train: 0.710 AUC Validation: 0.906, Explained Variance Score Validation: 0.377 AUC Test: 0.786, Explained Variance Score Test: 0.318 Bootstrap CV 32, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.776, R^2 test: 0.215 Bootstrap CV 32, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.837, R^2 test: 0.243 Bootstrap CV 32, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.854, R^2 test: 0.242 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.948, Explained Variance Score Train: 0.797 AUC Validation: 0.840, Explained Variance Score Validation: 0.275 AUC Test: 0.809, Explained Variance Score Test: 0.315 Bootstrap CV 43, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.824, R^2 test: 0.158 Bootstrap CV 43, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.919, R^2 test: 0.185 Bootstrap CV 43, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.927, R^2 test: 0.154 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.954, Explained Variance Score Train: 0.910 AUC Validation: 0.721, Explained Variance Score Validation: 0.177 AUC Test: 0.816, Explained Variance Score Test: 0.384 Bootstrap CV 41, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.824, R^2 test: 0.337 Bootstrap CV 41, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.846, R^2 test: 0.352 Bootstrap CV 41, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.856, R^2 test: 0.357 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.967, Explained Variance Score Train: 0.850 AUC Validation: 0.811, Explained Variance Score Validation: 0.405 AUC Test: 0.802, Explained Variance Score Test: 0.351 Bootstrap CV 46, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.706, R^2 test: 0.130 Bootstrap CV 46, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.754, R^2 test: 0.204 Bootstrap CV 46, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.802, R^2 test: 0.115 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.936, Explained Variance Score Train: 0.774 AUC Validation: 0.829, Explained Variance Score Validation: 0.235 AUC Test: 0.779, Explained Variance Score Test: 0.245 Bootstrap CV 37, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.670, R^2 test: 0.144 Bootstrap CV 37, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.723, R^2 test: 0.144 Bootstrap CV 37, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.736, R^2 test: 0.154 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.929, Explained Variance Score Train: 0.702 AUC Validation: 0.741, Explained Variance Score Validation: 0.248 AUC Test: 0.794, Explained Variance Score Test: 0.262 Bootstrap CV 36, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.699, R^2 test: 0.062 Bootstrap CV 36, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.844, R^2 test: 0.095 Bootstrap CV 36, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.859, R^2 test: 0.116 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.978, Explained Variance Score Train: 0.822 AUC Validation: 0.597, Explained Variance Score Validation: 0.121 AUC Test: 0.804, Explained Variance Score Test: 0.329 Bootstrap CV 44, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.778, R^2 test: 0.310 Bootstrap CV 44, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.794, R^2 test: 0.277 Bootstrap CV 44, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.823, R^2 test: 0.282 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.954, Explained Variance Score Train: 0.876 AUC Validation: 0.866, Explained Variance Score Validation: 0.283 AUC Test: 0.818, Explained Variance Score Test: 0.347 Bootstrap CV 39, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.849, R^2 test: 0.250 Bootstrap CV 39, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.913, R^2 test: 0.237 Bootstrap CV 39, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.911, R^2 test: 0.274 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.964, Explained Variance Score Train: 0.939 AUC Validation: 0.669, Explained Variance Score Validation: 0.214 AUC Test: 0.792, Explained Variance Score Test: 0.365 Bootstrap CV 34, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.723, R^2 test: 0.365 Bootstrap CV 34, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.727, R^2 test: 0.363 Bootstrap CV 34, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.754, R^2 test: 0.375 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.954, Explained Variance Score Train: 0.777 AUC Validation: 0.718, Explained Variance Score Validation: 0.366 AUC Test: 0.787, Explained Variance Score Test: 0.320 Bootstrap CV 45, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.819, R^2 test: 0.212 Bootstrap CV 45, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.877, R^2 test: 0.194 Bootstrap CV 45, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.896, R^2 test: 0.255 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.982, Explained Variance Score Train: 0.897 AUC Validation: 0.717, Explained Variance Score Validation: 0.252 AUC Test: 0.803, Explained Variance Score Test: 0.379 Running batch 4 of 7 with 16 nodes Bootstrap CV 54, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.676, R^2 test: 0.395 Bootstrap CV 54, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.775, R^2 test: 0.403 Bootstrap CV 54, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.827, R^2 test: 0.373 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.948, Explained Variance Score Train: 0.707 AUC Validation: 0.833, Explained Variance Score Validation: 0.384 AUC Test: 0.796, Explained Variance Score Test: 0.341 Bootstrap CV 60, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.749, R^2 test: 0.258 Bootstrap CV 60, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.846, R^2 test: 0.215 Bootstrap CV 60, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.843, R^2 test: 0.186 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.950, Explained Variance Score Train: 0.804 AUC Validation: 0.823, Explained Variance Score Validation: 0.192 AUC Test: 0.816, Explained Variance Score Test: 0.313 Bootstrap CV 58, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.827, R^2 test: 0.263 Bootstrap CV 58, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.840, R^2 test: 0.280 Bootstrap CV 58, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.878, R^2 test: 0.282 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.944, Explained Variance Score Train: 0.891 AUC Validation: 0.738, Explained Variance Score Validation: 0.323 AUC Test: 0.762, Explained Variance Score Test: 0.254 Bootstrap CV 62, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.805, R^2 test: 0.327 Bootstrap CV 62, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.845, R^2 test: 0.336 Bootstrap CV 62, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.869, R^2 test: 0.299 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.945, Explained Variance Score Train: 0.793 AUC Validation: 0.774, Explained Variance Score Validation: 0.338 AUC Test: 0.824, Explained Variance Score Test: 0.345 Bootstrap CV 55, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.732, R^2 test: 0.354 Bootstrap CV 55, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.796, R^2 test: 0.363 Bootstrap CV 55, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.874, R^2 test: 0.344 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.970, Explained Variance Score Train: 0.699 AUC Validation: 0.899, Explained Variance Score Validation: 0.388 AUC Test: 0.785, Explained Variance Score Test: 0.290 Bootstrap CV 63, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.652, R^2 test: 0.184 Bootstrap CV 63, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.738, R^2 test: 0.221 Bootstrap CV 63, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.745, R^2 test: 0.177 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.922, Explained Variance Score Train: 0.719 AUC Validation: 0.610, Explained Variance Score Validation: 0.199 AUC Test: 0.788, Explained Variance Score Test: 0.324 Bootstrap CV 50, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.791, R^2 test: 0.266 Bootstrap CV 50, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.867, R^2 test: 0.276 Bootstrap CV 50, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.878, R^2 test: 0.286 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.968, Explained Variance Score Train: 0.856 AUC Validation: 0.780, Explained Variance Score Validation: 0.291 AUC Test: 0.794, Explained Variance Score Test: 0.325 Bootstrap CV 48, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.782, R^2 test: 0.414 Bootstrap CV 48, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.836, R^2 test: 0.381 Bootstrap CV 48, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.835, R^2 test: 0.396 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.945, Explained Variance Score Train: 0.846 AUC Validation: 0.780, Explained Variance Score Validation: 0.383 AUC Test: 0.782, Explained Variance Score Test: 0.336 Bootstrap CV 53, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.809, R^2 test: 0.205 Bootstrap CV 53, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.815, R^2 test: 0.175 Bootstrap CV 53, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.869, R^2 test: 0.212 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.946, Explained Variance Score Train: 0.830 AUC Validation: 0.692, Explained Variance Score Validation: 0.210 AUC Test: 0.793, Explained Variance Score Test: 0.323 Bootstrap CV 61, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.764, R^2 test: 0.011 Bootstrap CV 61, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.767, R^2 test: 0.047 Bootstrap CV 61, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.806, R^2 test: 0.044 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.947, Explained Variance Score Train: 0.818 AUC Validation: 0.656, Explained Variance Score Validation: 0.075 AUC Test: 0.839, Explained Variance Score Test: 0.399 Bootstrap CV 52, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.786, R^2 test: 0.293 Bootstrap CV 52, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.871, R^2 test: 0.258 Bootstrap CV 52, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.877, R^2 test: 0.293 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.954, Explained Variance Score Train: 0.822 AUC Validation: 0.781, Explained Variance Score Validation: 0.283 AUC Test: 0.799, Explained Variance Score Test: 0.246 Bootstrap CV 59, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.707, R^2 test: 0.146 Bootstrap CV 59, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.753, R^2 test: 0.134 Bootstrap CV 59, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.778, R^2 test: 0.129 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.968, Explained Variance Score Train: 0.769 AUC Validation: 0.645, Explained Variance Score Validation: 0.136 AUC Test: 0.831, Explained Variance Score Test: 0.367 Bootstrap CV 49, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.690, R^2 test: -0.055 Bootstrap CV 49, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.753, R^2 test: -0.161 Bootstrap CV 49, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.755, R^2 test: -0.176 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.926, Explained Variance Score Train: 0.744 AUC Validation: 0.698, Explained Variance Score Validation: -0.136 AUC Test: 0.799, Explained Variance Score Test: 0.312 Bootstrap CV 57, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.819, R^2 test: 0.165 Bootstrap CV 57, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.853, R^2 test: 0.121 Bootstrap CV 57, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.877, R^2 test: 0.130 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.982, Explained Variance Score Train: 0.900 AUC Validation: 0.688, Explained Variance Score Validation: 0.190 AUC Test: 0.838, Explained Variance Score Test: 0.354 Bootstrap CV 51, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.805, R^2 test: 0.303 Bootstrap CV 51, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.847, R^2 test: 0.307 Bootstrap CV 51, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.869, R^2 test: 0.340 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.978, Explained Variance Score Train: 0.855 AUC Validation: 0.703, Explained Variance Score Validation: 0.342 AUC Test: 0.802, Explained Variance Score Test: 0.321 Bootstrap CV 56, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.719, R^2 test: 0.268 Bootstrap CV 56, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.768, R^2 test: 0.272 Bootstrap CV 56, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.773, R^2 test: 0.263 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.922, Explained Variance Score Train: 0.796 AUC Validation: 0.680, Explained Variance Score Validation: 0.266 AUC Test: 0.782, Explained Variance Score Test: 0.318 Running batch 5 of 7 with 16 nodes Bootstrap CV 76, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.878, R^2 test: 0.289 Bootstrap CV 76, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.908, R^2 test: 0.277 Bootstrap CV 76, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.921, R^2 test: 0.308 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.985, Explained Variance Score Train: 0.883 AUC Validation: 0.757, Explained Variance Score Validation: 0.291 AUC Test: 0.797, Explained Variance Score Test: 0.320 Bootstrap CV 69, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.714, R^2 test: 0.331 Bootstrap CV 69, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.743, R^2 test: 0.363 Bootstrap CV 69, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.804, R^2 test: 0.416 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.934, Explained Variance Score Train: 0.762 AUC Validation: 0.837, Explained Variance Score Validation: 0.410 AUC Test: 0.805, Explained Variance Score Test: 0.304 Bootstrap CV 75, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.737, R^2 test: 0.160 Bootstrap CV 75, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.789, R^2 test: 0.157 Bootstrap CV 75, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.833, R^2 test: 0.150 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.924, Explained Variance Score Train: 0.817 AUC Validation: 0.667, Explained Variance Score Validation: 0.180 AUC Test: 0.814, Explained Variance Score Test: 0.343 Bootstrap CV 66, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.796, R^2 test: 0.437 Bootstrap CV 66, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.848, R^2 test: 0.383 Bootstrap CV 66, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.858, R^2 test: 0.399 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.943, Explained Variance Score Train: 0.846 AUC Validation: 0.864, Explained Variance Score Validation: 0.444 AUC Test: 0.789, Explained Variance Score Test: 0.254 Bootstrap CV 72, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.631, R^2 test: 0.252 Bootstrap CV 72, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.695, R^2 test: 0.266 Bootstrap CV 72, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.732, R^2 test: 0.274 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.958, Explained Variance Score Train: 0.732 AUC Validation: 0.785, Explained Variance Score Validation: 0.273 AUC Test: 0.777, Explained Variance Score Test: 0.259 Bootstrap CV 77, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.820, R^2 test: 0.249 Bootstrap CV 77, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.852, R^2 test: 0.293 Bootstrap CV 77, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.877, R^2 test: 0.304 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.952, Explained Variance Score Train: 0.865 AUC Validation: 0.760, Explained Variance Score Validation: 0.203 AUC Test: 0.793, Explained Variance Score Test: 0.274 Bootstrap CV 71, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.827, R^2 test: 0.211 Bootstrap CV 71, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.885, R^2 test: 0.259 Bootstrap CV 71, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.892, R^2 test: 0.254 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.959, Explained Variance Score Train: 0.890 AUC Validation: 0.775, Explained Variance Score Validation: 0.243 AUC Test: 0.808, Explained Variance Score Test: 0.361 Bootstrap CV 64, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.786, R^2 test: 0.353 Bootstrap CV 64, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.862, R^2 test: 0.329 Bootstrap CV 64, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.903, R^2 test: 0.299 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.969, Explained Variance Score Train: 0.896 AUC Validation: 0.877, Explained Variance Score Validation: 0.364 AUC Test: 0.814, Explained Variance Score Test: 0.352 Bootstrap CV 70, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.748, R^2 test: 0.239 Bootstrap CV 70, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.826, R^2 test: 0.209 Bootstrap CV 70, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.855, R^2 test: 0.228 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.977, Explained Variance Score Train: 0.857 AUC Validation: 0.803, Explained Variance Score Validation: 0.245 AUC Test: 0.835, Explained Variance Score Test: 0.364 Bootstrap CV 74, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.758, R^2 test: 0.382 Bootstrap CV 74, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.809, R^2 test: 0.392 Bootstrap CV 74, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.828, R^2 test: 0.396 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.825 AUC Validation: 0.807, Explained Variance Score Validation: 0.401 AUC Test: 0.820, Explained Variance Score Test: 0.376 Bootstrap CV 73, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.722, R^2 test: 0.269 Bootstrap CV 73, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.783, R^2 test: 0.258 Bootstrap CV 73, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.777, R^2 test: 0.270 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.958, Explained Variance Score Train: 0.783 AUC Validation: 0.787, Explained Variance Score Validation: 0.270 AUC Test: 0.818, Explained Variance Score Test: 0.358 Bootstrap CV 68, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.831, R^2 test: 0.372 Bootstrap CV 68, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.896, R^2 test: 0.409 Bootstrap CV 68, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.918, R^2 test: 0.407 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.990, Explained Variance Score Train: 0.906 AUC Validation: 0.787, Explained Variance Score Validation: 0.399 AUC Test: 0.824, Explained Variance Score Test: 0.326 Bootstrap CV 79, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.776, R^2 test: 0.051 Bootstrap CV 79, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.844, R^2 test: 0.041 Bootstrap CV 79, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.876, R^2 test: 0.062 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.970, Explained Variance Score Train: 0.856 AUC Validation: 0.636, Explained Variance Score Validation: 0.057 AUC Test: 0.811, Explained Variance Score Test: 0.335 Bootstrap CV 67, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.697, R^2 test: 0.122 Bootstrap CV 67, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.754, R^2 test: 0.114 Bootstrap CV 67, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.814, R^2 test: 0.154 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.947, Explained Variance Score Train: 0.821 AUC Validation: 0.828, Explained Variance Score Validation: 0.115 AUC Test: 0.786, Explained Variance Score Test: 0.396 Bootstrap CV 65, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.813, R^2 test: 0.124 Bootstrap CV 65, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.898, R^2 test: 0.135 Bootstrap CV 65, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.892, R^2 test: 0.130 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.928, Explained Variance Score Train: 0.913 AUC Validation: 0.730, Explained Variance Score Validation: 0.160 AUC Test: 0.772, Explained Variance Score Test: 0.370 Bootstrap CV 78, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.733, R^2 test: 0.139 Bootstrap CV 78, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.821, R^2 test: 0.175 Bootstrap CV 78, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.903, R^2 test: 0.155 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.989, Explained Variance Score Train: 0.922 AUC Validation: 0.794, Explained Variance Score Validation: 0.246 AUC Test: 0.763, Explained Variance Score Test: 0.236 Running batch 6 of 7 with 16 nodes Bootstrap CV 93, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.838, R^2 test: 0.133 Bootstrap CV 93, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.867, R^2 test: 0.120 Bootstrap CV 93, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.873, R^2 test: 0.158 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.941, Explained Variance Score Train: 0.829 AUC Validation: 0.744, Explained Variance Score Validation: 0.211 AUC Test: 0.770, Explained Variance Score Test: 0.296 Bootstrap CV 88, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.649, R^2 test: 0.293 Bootstrap CV 88, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.747, R^2 test: 0.299 Bootstrap CV 88, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.753, R^2 test: 0.253 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.908, Explained Variance Score Train: 0.691 AUC Validation: 0.812, Explained Variance Score Validation: 0.294 AUC Test: 0.789, Explained Variance Score Test: 0.309 Bootstrap CV 81, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.826, R^2 test: 0.113 Bootstrap CV 81, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.859, R^2 test: 0.133 Bootstrap CV 81, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.878, R^2 test: 0.130 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.933, Explained Variance Score Train: 0.862 AUC Validation: 0.715, Explained Variance Score Validation: 0.180 AUC Test: 0.803, Explained Variance Score Test: 0.339 Bootstrap CV 87, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.764, R^2 test: 0.255 Bootstrap CV 87, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.815, R^2 test: 0.243 Bootstrap CV 87, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.869, R^2 test: 0.254 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.993, Explained Variance Score Train: 0.898 AUC Validation: 0.662, Explained Variance Score Validation: 0.239 AUC Test: 0.815, Explained Variance Score Test: 0.325 Bootstrap CV 92, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.839, R^2 test: 0.270 Bootstrap CV 92, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.864, R^2 test: 0.243 Bootstrap CV 92, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.860, R^2 test: 0.254 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.947, Explained Variance Score Train: 0.889 AUC Validation: 0.801, Explained Variance Score Validation: 0.268 AUC Test: 0.790, Explained Variance Score Test: 0.320 Bootstrap CV 89, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.765, R^2 test: 0.009 Bootstrap CV 89, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.840, R^2 test: -0.000 Bootstrap CV 89, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.851, R^2 test: -0.014 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.944, Explained Variance Score Train: 0.837 AUC Validation: 0.644, Explained Variance Score Validation: -0.030 AUC Test: 0.805, Explained Variance Score Test: 0.323 Bootstrap CV 95, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.847, R^2 test: 0.156 Bootstrap CV 95, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.875, R^2 test: 0.159 Bootstrap CV 95, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.871, R^2 test: 0.142 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.950, Explained Variance Score Train: 0.870 AUC Validation: 0.595, Explained Variance Score Validation: 0.132 AUC Test: 0.789, Explained Variance Score Test: 0.364 Bootstrap CV 91, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.737, R^2 test: 0.155 Bootstrap CV 91, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.799, R^2 test: 0.102 Bootstrap CV 91, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.878, R^2 test: 0.139 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.983, Explained Variance Score Train: 0.835 AUC Validation: 0.710, Explained Variance Score Validation: 0.161 AUC Test: 0.801, Explained Variance Score Test: 0.347 Bootstrap CV 94, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.759, R^2 test: 0.259 Bootstrap CV 94, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.794, R^2 test: 0.266 Bootstrap CV 94, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.806, R^2 test: 0.362 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.974, Explained Variance Score Train: 0.805 AUC Validation: 0.748, Explained Variance Score Validation: 0.284 AUC Test: 0.803, Explained Variance Score Test: 0.333 Bootstrap CV 82, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.752, R^2 test: 0.260 Bootstrap CV 82, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.787, R^2 test: 0.265 Bootstrap CV 82, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.846, R^2 test: 0.284 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.929, Explained Variance Score Train: 0.797 AUC Validation: 0.704, Explained Variance Score Validation: 0.249 AUC Test: 0.806, Explained Variance Score Test: 0.318 Bootstrap CV 85, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.778, R^2 test: 0.243 Bootstrap CV 85, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.848, R^2 test: 0.220 Bootstrap CV 85, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.850, R^2 test: 0.268 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.955, Explained Variance Score Train: 0.858 AUC Validation: 0.707, Explained Variance Score Validation: 0.245 AUC Test: 0.807, Explained Variance Score Test: 0.346 Bootstrap CV 83, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.636, R^2 test: 0.330 Bootstrap CV 83, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.708, R^2 test: 0.321 Bootstrap CV 83, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.709, R^2 test: 0.345 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.935, Explained Variance Score Train: 0.697 AUC Validation: 0.817, Explained Variance Score Validation: 0.341 AUC Test: 0.797, Explained Variance Score Test: 0.331 Bootstrap CV 90, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.832, R^2 test: 0.153 Bootstrap CV 90, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.841, R^2 test: 0.109 Bootstrap CV 90, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.874, R^2 test: 0.162 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.930, Explained Variance Score Train: 0.881 AUC Validation: 0.719, Explained Variance Score Validation: 0.201 AUC Test: 0.789, Explained Variance Score Test: 0.235 Bootstrap CV 84, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.840, R^2 test: 0.185 Bootstrap CV 84, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.825, R^2 test: 0.212 Bootstrap CV 84, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.924, R^2 test: 0.208 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.967, Explained Variance Score Train: 0.947 AUC Validation: 0.744, Explained Variance Score Validation: 0.222 AUC Test: 0.778, Explained Variance Score Test: 0.362 Bootstrap CV 80, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.667, R^2 test: 0.317 Bootstrap CV 80, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.756, R^2 test: 0.367 Bootstrap CV 80, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.787, R^2 test: 0.319 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.946, Explained Variance Score Train: 0.810 AUC Validation: 0.792, Explained Variance Score Validation: 0.350 AUC Test: 0.792, Explained Variance Score Test: 0.341 Bootstrap CV 86, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.806, R^2 test: 0.227 Bootstrap CV 86, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.845, R^2 test: 0.168 Bootstrap CV 86, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.849, R^2 test: 0.169 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.987, Explained Variance Score Train: 0.916 AUC Validation: 0.749, Explained Variance Score Validation: 0.144 AUC Test: 0.804, Explained Variance Score Test: 0.300 Running batch 7 of 7 with 4 nodes Bootstrap CV 98, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.795, R^2 test: 0.257 Bootstrap CV 98, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.848, R^2 test: 0.260 Bootstrap CV 98, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.849, R^2 test: 0.267 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.985, Explained Variance Score Train: 0.808 AUC Validation: 0.764, Explained Variance Score Validation: 0.283 AUC Test: 0.817, Explained Variance Score Test: 0.387 Bootstrap CV 97, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.828, R^2 test: 0.368 Bootstrap CV 97, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.868, R^2 test: 0.364 Bootstrap CV 97, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.900, R^2 test: 0.351 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.950, Explained Variance Score Train: 0.805 AUC Validation: 0.848, Explained Variance Score Validation: 0.381 AUC Test: 0.804, Explained Variance Score Test: 0.304 Bootstrap CV 99, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.764, R^2 test: 0.071 Bootstrap CV 99, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.813, R^2 test: 0.062 Bootstrap CV 99, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.821, R^2 test: 0.068 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.959, Explained Variance Score Train: 0.815 AUC Validation: 0.659, Explained Variance Score Validation: 0.165 AUC Test: 0.815, Explained Variance Score Test: 0.343 Bootstrap CV 96, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.735, R^2 test: 0.487 Bootstrap CV 96, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.765, R^2 test: 0.484 Bootstrap CV 96, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.789, R^2 test: 0.484 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.800 AUC Validation: 0.869, Explained Variance Score Validation: 0.498 AUC Test: 0.782, Explained Variance Score Test: 0.328 total Variables 35 and total subjects: 1698 ->AUC validation: 0.755 95% CI: [0.741 , 0.769] ->AUC test: 0.803 95% CI: [0.800 , 0.806] ->R^2 validation: 0.241 95% CI: [0.217 , 0.265] ->R^2 test: 0.325 95% CI: [0.318 , 0.333] ->Explained Variance validation: 0.225 95% CI: [0.201 , 0.250] ->Explained Variance test: 0.310 95% CI: [0.302 , 0.319] Test set metrics: @threshold:2.323, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:2.318, sens:0.018, spec:1.000, ppv:1.000, acc:0.841, f1:0.036, mcc:0.000, total+:1, total-:338 @threshold:2.002, sens:0.036, spec:0.996, ppv:0.667, acc:0.841, f1:0.069, mcc:0.141, total+:3, total-:336 @threshold:1.958, sens:0.036, spec:0.993, ppv:0.500, acc:0.838, f1:0.068, mcc:0.055, total+:4, total-:335 @threshold:1.909, sens:0.055, spec:0.993, ppv:0.600, acc:0.841, f1:0.100, mcc:0.079, total+:5, total-:334 @threshold:1.858, sens:0.073, spec:0.989, ppv:0.571, acc:0.841, f1:0.129, mcc:0.059, total+:7, total-:332 @threshold:1.823, sens:0.091, spec:0.989, ppv:0.625, acc:0.844, f1:0.159, mcc:0.071, total+:8, total-:331 @threshold:1.748, sens:0.091, spec:0.986, ppv:0.556, acc:0.841, f1:0.156, mcc:0.048, total+:9, total-:330 @threshold:1.572, sens:0.109, spec:0.975, ppv:0.462, acc:0.835, f1:0.176, mcc:0.025, total+:13, total-:326 @threshold:1.384, sens:0.145, spec:0.972, ppv:0.500, acc:0.838, f1:0.225, mcc:0.028, total+:16, total-:323 @threshold:1.382, sens:0.164, spec:0.972, ppv:0.529, acc:0.841, f1:0.250, mcc:0.031, total+:17, total-:322 @threshold:1.380, sens:0.164, spec:0.968, ppv:0.500, acc:0.838, f1:0.247, mcc:0.026, total+:18, total-:321 @threshold:1.323, sens:0.182, spec:0.965, ppv:0.500, acc:0.838, f1:0.267, mcc:0.025, total+:20, total-:319 @threshold:1.267, sens:0.218, spec:0.961, ppv:0.522, acc:0.841, f1:0.308, mcc:0.026, total+:23, total-:316 @threshold:1.223, sens:0.236, spec:0.958, ppv:0.520, acc:0.841, f1:0.325, mcc:0.025, total+:25, total-:314 @threshold:1.196, sens:0.273, spec:0.954, ppv:0.536, acc:0.844, f1:0.361, mcc:0.026, total+:28, total-:311 @threshold:1.165, sens:0.291, spec:0.947, ppv:0.516, acc:0.841, f1:0.372, mcc:0.022, total+:31, total-:308 @threshold:1.072, sens:0.382, spec:0.944, ppv:0.568, acc:0.853, f1:0.457, mcc:0.026, total+:37, total-:302 @threshold:1.047, sens:0.400, spec:0.940, ppv:0.564, acc:0.853, f1:0.468, mcc:0.025, total+:39, total-:300 @threshold:1.024, sens:0.400, spec:0.937, ppv:0.550, acc:0.850, f1:0.463, mcc:0.023, total+:40, total-:299 @threshold:0.929, sens:0.418, spec:0.933, ppv:0.548, acc:0.850, f1:0.474, mcc:0.023, total+:42, total-:297 @threshold:0.922, sens:0.418, spec:0.930, ppv:0.535, acc:0.847, f1:0.469, mcc:0.021, total+:43, total-:296 @threshold:0.881, sens:0.436, spec:0.926, ppv:0.533, acc:0.847, f1:0.480, mcc:0.021, total+:45, total-:294 @threshold:0.859, sens:0.436, spec:0.923, ppv:0.522, acc:0.844, f1:0.475, mcc:0.019, total+:46, total-:293 @threshold:0.732, sens:0.455, spec:0.898, ppv:0.463, acc:0.826, f1:0.459, mcc:0.014, total+:54, total-:285 @threshold:0.702, sens:0.455, spec:0.894, ppv:0.455, acc:0.823, f1:0.455, mcc:0.013, total+:55, total-:284 @threshold:0.668, sens:0.473, spec:0.894, ppv:0.464, acc:0.826, f1:0.468, mcc:0.014, total+:56, total-:283 @threshold:0.651, sens:0.473, spec:0.891, ppv:0.456, acc:0.823, f1:0.464, mcc:0.013, total+:57, total-:282 @threshold:0.634, sens:0.491, spec:0.891, ppv:0.466, acc:0.826, f1:0.478, mcc:0.013, total+:58, total-:281 @threshold:0.630, sens:0.491, spec:0.887, ppv:0.458, acc:0.823, f1:0.474, mcc:0.013, total+:59, total-:280 @threshold:0.523, sens:0.509, spec:0.873, ppv:0.438, acc:0.814, f1:0.471, mcc:0.011, total+:64, total-:275 @threshold:0.509, sens:0.509, spec:0.870, ppv:0.431, acc:0.811, f1:0.467, mcc:0.011, total+:65, total-:274 @threshold:0.500, sens:0.527, spec:0.866, ppv:0.433, acc:0.811, f1:0.475, mcc:0.011, total+:67, total-:272 @threshold:0.498, sens:0.527, spec:0.863, ppv:0.426, acc:0.808, f1:0.472, mcc:0.010, total+:68, total-:271 @threshold:0.317, sens:0.545, spec:0.827, ppv:0.380, acc:0.782, f1:0.448, mcc:0.008, total+:79, total-:260 @threshold:0.271, sens:0.600, spec:0.824, ppv:0.398, acc:0.788, f1:0.478, mcc:0.008, total+:83, total-:256 @threshold:0.230, sens:0.618, spec:0.810, ppv:0.386, acc:0.779, f1:0.476, mcc:0.008, total+:88, total-:251 @threshold:0.220, sens:0.618, spec:0.806, ppv:0.382, acc:0.776, f1:0.472, mcc:0.008, total+:89, total-:250 @threshold:0.186, sens:0.636, spec:0.789, ppv:0.368, acc:0.764, f1:0.467, mcc:0.007, total+:95, total-:244 @threshold:0.186, sens:0.636, spec:0.785, ppv:0.365, acc:0.761, f1:0.464, mcc:0.007, total+:96, total-:243 @threshold:0.170, sens:0.655, spec:0.778, ppv:0.364, acc:0.758, f1:0.468, mcc:0.007, total+:99, total-:240 @threshold:0.152, sens:0.655, spec:0.775, ppv:0.360, acc:0.755, f1:0.465, mcc:0.006, total+:100, total-:239 @threshold:0.146, sens:0.673, spec:0.775, ppv:0.366, acc:0.758, f1:0.474, mcc:0.007, total+:101, total-:238 @threshold:0.144, sens:0.673, spec:0.771, ppv:0.363, acc:0.755, f1:0.471, mcc:0.007, total+:102, total-:237 @threshold:0.138, sens:0.691, spec:0.771, ppv:0.369, acc:0.758, f1:0.481, mcc:0.007, total+:103, total-:236 @threshold:0.131, sens:0.691, spec:0.768, ppv:0.365, acc:0.755, f1:0.478, mcc:0.007, total+:104, total-:235 @threshold:0.091, sens:0.709, spec:0.754, ppv:0.358, acc:0.746, f1:0.476, mcc:0.006, total+:109, total-:230 @threshold:0.084, sens:0.709, spec:0.750, ppv:0.355, acc:0.743, f1:0.473, mcc:0.006, total+:110, total-:229 @threshold:0.006, sens:0.727, spec:0.732, ppv:0.345, acc:0.732, f1:0.468, mcc:0.006, total+:116, total-:223 @threshold:-0.008, sens:0.745, spec:0.729, ppv:0.347, acc:0.732, f1:0.474, mcc:0.006, total+:118, total-:221 @threshold:-0.078, sens:0.764, spec:0.701, ppv:0.331, acc:0.711, f1:0.462, mcc:0.005, total+:127, total-:212 @threshold:-0.091, sens:0.764, spec:0.697, ppv:0.328, acc:0.708, f1:0.459, mcc:0.005, total+:128, total-:211 @threshold:-0.102, sens:0.782, spec:0.690, ppv:0.328, acc:0.705, f1:0.462, mcc:0.005, total+:131, total-:208 @threshold:-0.102, sens:0.782, spec:0.687, ppv:0.326, acc:0.702, f1:0.460, mcc:0.005, total+:132, total-:207 @threshold:-0.198, sens:0.800, spec:0.623, ppv:0.291, acc:0.652, f1:0.427, mcc:0.004, total+:151, total-:188 @threshold:-0.201, sens:0.800, spec:0.620, ppv:0.289, acc:0.649, f1:0.425, mcc:0.004, total+:152, total-:187 @threshold:-0.217, sens:0.818, spec:0.609, ppv:0.288, acc:0.643, f1:0.427, mcc:0.004, total+:156, total-:183 @threshold:-0.218, sens:0.818, spec:0.606, ppv:0.287, acc:0.640, f1:0.425, mcc:0.004, total+:157, total-:182 @threshold:-0.225, sens:0.836, spec:0.599, ppv:0.287, acc:0.637, f1:0.428, mcc:0.004, total+:160, total-:179 @threshold:-0.233, sens:0.836, spec:0.595, ppv:0.286, acc:0.634, f1:0.426, mcc:0.004, total+:161, total-:178 @threshold:-0.249, sens:0.855, spec:0.563, ppv:0.275, acc:0.611, f1:0.416, mcc:0.003, total+:171, total-:168 @threshold:-0.252, sens:0.855, spec:0.560, ppv:0.273, acc:0.608, f1:0.414, mcc:0.003, total+:172, total-:167 @threshold:-0.261, sens:0.873, spec:0.546, ppv:0.271, acc:0.599, f1:0.414, mcc:0.003, total+:177, total-:162 @threshold:-0.262, sens:0.873, spec:0.542, ppv:0.270, acc:0.596, f1:0.412, mcc:0.003, total+:178, total-:161 @threshold:-0.281, sens:0.891, spec:0.507, ppv:0.259, acc:0.569, f1:0.402, mcc:0.003, total+:189, total-:150 @threshold:-0.281, sens:0.891, spec:0.504, ppv:0.258, acc:0.566, f1:0.400, mcc:0.003, total+:190, total-:149 @threshold:-0.295, sens:0.909, spec:0.482, ppv:0.254, acc:0.552, f1:0.397, mcc:0.003, total+:197, total-:142 @threshold:-0.297, sens:0.909, spec:0.479, ppv:0.253, acc:0.549, f1:0.395, mcc:0.003, total+:198, total-:141 @threshold:-0.330, sens:0.927, spec:0.440, ppv:0.243, acc:0.519, f1:0.385, mcc:0.003, total+:210, total-:129 @threshold:-0.331, sens:0.927, spec:0.437, ppv:0.242, acc:0.516, f1:0.383, mcc:0.003, total+:211, total-:128 @threshold:-0.489, sens:0.945, spec:0.306, ppv:0.209, acc:0.410, f1:0.342, mcc:0.002, total+:249, total-:90 @threshold:-0.489, sens:0.945, spec:0.303, ppv:0.208, acc:0.407, f1:0.341, mcc:0.002, total+:250, total-:89 @threshold:-0.610, sens:0.964, spec:0.187, ppv:0.187, acc:0.313, f1:0.313, mcc:0.002, total+:284, total-:55 @threshold:-0.620, sens:0.964, spec:0.183, ppv:0.186, acc:0.310, f1:0.312, mcc:0.002, total+:285, total-:54 @threshold:-0.671, sens:0.982, spec:0.141, ppv:0.181, acc:0.277, f1:0.306, mcc:0.002, total+:298, total-:41 @threshold:-0.675, sens:0.982, spec:0.137, ppv:0.181, acc:0.274, f1:0.305, mcc:0.002, total+:299, total-:40 @threshold:-1.501, sens:1.000, spec:0.004, ppv:0.163, acc:0.165, f1:0.280, mcc:0.001, total+:338, total-:1 * Vital: Wt for Length ZScore-avg1to3 | coef 0.045 95% CI: [0.041 , 0.048] | OR_adj 1.046 [1.042 1.049] | occ: 1348 | OR_unadj: 1.471 [1.126 1.921] | indivs AUC:0.589 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.038 Maternal Vital: Wt-postPregnancy:0.033 MatDeliveryAge:0.021 Number of Visits:-0.019 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.007 * Vital: Wt for Length ZScore-avg3to5 | coef 0.044 95% CI: [0.040 , 0.047] | OR_adj 1.045 [1.041 1.048] | occ: 1299 | OR_unadj: 1.902 [1.455 2.486] | indivs AUC:0.604 Correlated most with: Maternal Vital: Wt-postPregnancy:0.051 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.046 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.023 Number of Visits:-0.013 MatDeliveryAge:-0.002 Vital: Temp-avg0to1 | coef 0.039 95% CI: [0.037 , 0.042] | OR_adj 1.040 [1.038 1.043] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.490 Correlated most with: Number of Visits:0.044 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.013 Maternal Vital: Wt-postPregnancy:0.011 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.009 MatDeliveryAge:0.000 Vital: Ht Percentile-gain16to24 | coef 0.038 95% CI: [0.035 , 0.041] | OR_adj 1.039 [1.036 1.042] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.554 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.051 MatDeliveryAge:-0.039 Maternal Vital: Wt-postPregnancy:-0.017 Number of Visits:0.006 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.002 * Vital: Wt Percentile-latest | coef 0.036 95% CI: [0.033 , 0.040] | OR_adj 1.037 [1.034 1.041] | occ: 1028 | OR_unadj: 2.134 [1.631 2.792] | indivs AUC:0.737 Correlated most with: Maternal Vital: Wt-postPregnancy:0.090 Number of Visits:0.019 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.010 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.010 MatDeliveryAge:0.002 * Number of Visits | coef 0.035 95% CI: [0.033 , 0.038] | OR_adj 1.036 [1.033 1.039] | occ: 1645 | OR_unadj: 0.708 [0.535 0.936] | indivs AUC:0.478 Correlated most with: Number of Visits:1.000 MatDeliveryAge:0.088 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.035 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.027 Maternal Vital: Wt-postPregnancy:-0.004 Vital: Temp-latest | coef 0.034 95% CI: [0.032 , 0.037] | OR_adj 1.035 [1.032 1.038] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.465 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.016 Number of Visits:0.015 Maternal Vital: Wt-postPregnancy:-0.013 MatDeliveryAge:-0.011 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011 * Vital: BMI-avg10to13 | coef 0.034 95% CI: [0.031 , 0.037] | OR_adj 1.035 [1.032 1.038] | occ: 1380 | OR_unadj: 2.656 [2.025 3.483] | indivs AUC:0.689 Correlated most with: Maternal Vital: Wt-postPregnancy:0.060 Number of Visits:-0.036 MatDeliveryAge:-0.024 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.024 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.005 * Vital: Wt for Length ZScore-avg7to10 | coef 0.034 95% CI: [0.029 , 0.038] | OR_adj 1.034 [1.030 1.039] | occ: 1331 | OR_unadj: 2.704 [2.060 3.548] | indivs AUC:0.643 Correlated most with: Maternal Vital: Wt-postPregnancy:0.073 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.035 Number of Visits:-0.034 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.022 MatDeliveryAge:-0.013 * Vital: Wt Change-avg19to24 | coef 0.032 95% CI: [0.030 , 0.035] | OR_adj 1.033 [1.030 1.036] | occ: 880 | OR_unadj: 2.064 [1.510 2.823] | indivs AUC:0.612 Correlated most with: Number of Visits:-0.186 Maternal Vital: Wt-postPregnancy:0.066 MatDeliveryAge:-0.023 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.021 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.001 * Maternal Vital: Wt-postPregnancy | coef 0.032 95% CI: [0.030 , 0.034] | OR_adj 1.033 [1.030 1.035] | occ: 666 | OR_unadj: 1.845 [1.336 2.549] | indivs AUC:0.588 Correlated most with: Maternal Vital: Wt-postPregnancy:1.000 MatDeliveryAge:0.124 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.022 Number of Visits:-0.004 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.001 * Vital: Wt for Length Zscore-avg10to13 | coef 0.032 95% CI: [0.029 , 0.035] | OR_adj 1.032 [1.029 1.035] | occ: 1381 | OR_unadj: 2.955 [2.245 3.890] | indivs AUC:0.694 Correlated most with: Maternal Vital: Wt-postPregnancy:0.074 Number of Visits:-0.042 MatDeliveryAge:-0.028 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.009 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.007 Vital: Wt for Len Percentile-gain5to10 | coef 0.031 95% CI: [0.029 , 0.034] | OR_adj 1.032 [1.029 1.034] | occ: 1245 | OR_unadj: 0.990 [0.750 1.306] | indivs AUC:0.481 Correlated most with: Maternal Vital: Wt-postPregnancy:0.040 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.030 MatDeliveryAge:-0.010 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.008 Number of Visits:0.002 * Vital: Wt-avg13to16 | coef 0.031 95% CI: [0.028 , 0.034] | OR_adj 1.031 [1.028 1.035] | occ: 1308 | OR_unadj: 3.224 [2.452 4.240] | indivs AUC:0.703 Correlated most with: Maternal Vital: Wt-postPregnancy:0.101 MatDeliveryAge:-0.021 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.016 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.001 Number of Visits:-0.000 * Vital: Wt Change-latest | coef 0.030 95% CI: [0.028 , 0.033] | OR_adj 1.031 [1.028 1.033] | occ: 979 | OR_unadj: 1.660 [1.219 2.259] | indivs AUC:0.608 Correlated most with: Number of Visits:-0.181 Maternal Vital: Wt-postPregnancy:0.060 MatDeliveryAge:-0.023 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.011 MatDeliveryAge | coef 0.030 95% CI: [0.028 , 0.032] | OR_adj 1.031 [1.029 1.033] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.518 Correlated most with: MatDeliveryAge:1.000 Maternal Vital: Wt-postPregnancy:0.124 Number of Visits:0.088 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.012 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.030 95% CI: [0.028 , 0.032] | OR_adj 1.031 [1.028 1.033] | occ: 1055 | OR_unadj: 1.153 [0.870 1.529] | indivs AUC:0.515 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000 Number of Visits:-0.035 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.030 Maternal Vital: Wt-postPregnancy:-0.022 MatDeliveryAge:0.012 * Vital: BMI-latest | coef 0.030 95% CI: [0.027 , 0.033] | OR_adj 1.030 [1.028 1.033] | occ: 1621 | OR_unadj: 4.766 [3.528 6.438] | indivs AUC:0.795 Correlated most with: Maternal Vital: Wt-postPregnancy:0.098 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.046 Number of Visits:0.036 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.010 MatDeliveryAge:0.001 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.029 95% CI: [0.027 , 0.032] | OR_adj 1.030 [1.027 1.033] | occ: 1057 | OR_unadj: 1.438 [1.084 1.906] | indivs AUC:0.568 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.030 Number of Visits:-0.027 MatDeliveryAge:0.011 Maternal Vital: Wt-postPregnancy:0.001 * Vital: BMI-avg7to10 | coef 0.029 95% CI: [0.027 , 0.031] | OR_adj 1.030 [1.028 1.032] | occ: 1333 | OR_unadj: 2.458 [1.877 3.218] | indivs AUC:0.623 Correlated most with: Maternal Vital: Wt-postPregnancy:0.068 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.035 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.029 Number of Visits:-0.021 MatDeliveryAge:-0.001 * Vital: BMI-avg16to19 | coef 0.028 95% CI: [0.026 , 0.030] | OR_adj 1.029 [1.027 1.031] | occ: 1269 | OR_unadj: 3.131 [2.385 4.111] | indivs AUC:0.792 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.046 Number of Visits:-0.043 Maternal Vital: Wt-postPregnancy:0.042 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.026 MatDeliveryAge:-0.021 * Vital: Wt-avg16to19 | coef 0.027 95% CI: [0.024 , 0.030] | OR_adj 1.027 [1.025 1.030] | occ: 1298 | OR_unadj: 3.060 [2.331 4.017] | indivs AUC:0.736 Correlated most with: Maternal Vital: Wt-postPregnancy:0.093 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.045 MatDeliveryAge:-0.040 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.014 Number of Visits:-0.014 * Vital: BMI-avg13to16 | coef 0.027 95% CI: [0.025 , 0.029] | OR_adj 1.027 [1.025 1.029] | occ: 1286 | OR_unadj: 3.814 [2.889 5.036] | indivs AUC:0.725 Correlated most with: Maternal Vital: Wt-postPregnancy:0.062 Number of Visits:-0.026 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.012 MatDeliveryAge:-0.005 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.004 * Vital: Wt for Length ZScore-avg16to19 | coef 0.026 95% CI: [0.024 , 0.028] | OR_adj 1.026 [1.024 1.029] | occ: 1267 | OR_unadj: 3.111 [2.368 4.088] | indivs AUC:0.781 Correlated most with: Maternal Vital: Wt-postPregnancy:0.050 MatDeliveryAge:-0.034 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.032 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.028 Number of Visits:-0.019 Vital: HC-latest | coef 0.026 95% CI: [0.024 , 0.028] | OR_adj 1.026 [1.024 1.028] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.592 Correlated most with: Number of Visits:0.302 Maternal Vital: Wt-postPregnancy:0.094 MatDeliveryAge:0.058 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.058 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.022 * Vital: Wt for Length ZScore-avg13to16 | coef 0.024 95% CI: [0.022 , 0.026] | OR_adj 1.025 [1.023 1.027] | occ: 1287 | OR_unadj: 3.550 [2.689 4.687] | indivs AUC:0.715 Correlated most with: Maternal Vital: Wt-postPregnancy:0.064 Number of Visits:-0.020 MatDeliveryAge:-0.019 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.004 * Vital: BMI-gain0to24 | coef 0.024 95% CI: [0.021 , 0.026] | OR_adj 1.024 [1.021 1.027] | occ: 1338 | OR_unadj: 3.923 [2.973 5.177] | indivs AUC:0.778 Correlated most with: Maternal Vital: Wt-postPregnancy:0.103 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.038 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.034 Number of Visits:-0.031 MatDeliveryAge:-0.010 * Vital: BMI-avg19to24 | coef 0.024 95% CI: [0.022 , 0.025] | OR_adj 1.024 [1.022 1.026] | occ: 1354 | OR_unadj: 4.046 [3.062 5.347] | indivs AUC:0.772 Correlated most with: Maternal Vital: Wt-postPregnancy:0.104 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.045 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.039 Number of Visits:-0.034 MatDeliveryAge:-0.013 * Vital: Wt-avg19to24 | coef 0.021 95% CI: [0.018 , 0.023] | OR_adj 1.021 [1.019 1.023] | occ: 1372 | OR_unadj: 3.824 [2.897 5.047] | indivs AUC:0.770 Correlated most with: Maternal Vital: Wt-postPregnancy:0.123 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.054 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011 MatDeliveryAge:-0.005 Number of Visits:0.002 * Vital: Wt-gain0to24 | coef 0.018 95% CI: [0.016 , 0.020] | OR_adj 1.018 [1.016 1.021] | occ: 1357 | OR_unadj: 3.724 [2.823 4.912] | indivs AUC:0.775 Correlated most with: Maternal Vital: Wt-postPregnancy:0.124 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.040 Number of Visits:0.004 MatDeliveryAge:-0.003 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.002 * Vital: Wt for Length ZScore-latest | coef 0.018 95% CI: [0.016 , 0.020] | OR_adj 1.018 [1.017 1.020] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.783 Correlated most with: Maternal Vital: Wt-postPregnancy:0.106 Number of Visits:0.070 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.053 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.014 MatDeliveryAge:-0.004 * Vital: Wt for Length ZScore-gain0to24 | coef 0.018 95% CI: [0.016 , 0.020] | OR_adj 1.018 [1.017 1.020] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.783 Correlated most with: Maternal Vital: Wt-postPregnancy:0.106 Number of Visits:0.070 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.053 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.014 MatDeliveryAge:-0.004 * Vital: Wt-latest | coef 0.017 95% CI: [0.015 , 0.018] | OR_adj 1.017 [1.015 1.018] | occ: 1626 | OR_unadj: 3.500 [2.571 4.766] | indivs AUC:0.761 Correlated most with: Number of Visits:0.377 Maternal Vital: Wt-postPregnancy:0.139 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.057 MatDeliveryAge:0.048 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.005 * Vital: Wt for Len Percentile-avg16to19 | coef 0.013 95% CI: [0.011 , 0.014] | OR_adj 1.013 [1.011 1.014] | occ: 1269 | OR_unadj: 2.937 [2.233 3.864] | indivs AUC:0.772 Correlated most with: MatDeliveryAge:-0.056 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.033 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.029 Maternal Vital: Wt-postPregnancy:0.027 Number of Visits:0.001 * Vital: Wt for Len Percentile-avg13to16 | coef 0.012 95% CI: [0.011 , 0.014] | OR_adj 1.012 [1.011 1.014] | occ: 1286 | OR_unadj: 3.426 [2.597 4.520] | indivs AUC:0.718 Correlated most with: Maternal Vital: Wt-postPregnancy:0.055 MatDeliveryAge:-0.021 Number of Visits:-0.019 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.005 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.000 Vital : 0.842618817215 Number of Visits : 0.0354963233899 Maternal Vital : 0.0320075027972 MatDeliveryAge : 0.030197239223 Census : 0.0596801173751 Time to run analysis 0:03:48.518251 Total Time elapsed 16:54:56.841760 ----------------------------------------------------- girls lasso_fts no_census lasso regression Running batch 1 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 9, alpha = 0.001, R^2 train: 0.437, R^2 test: 0.097 Bootstrap CV 9, alpha = 0.005, R^2 train: 0.433, R^2 test: 0.164 Bootstrap CV 9, alpha = 0.01, R^2 train: 0.428, R^2 test: 0.185 Bootstrap CV 9, alpha = 0.1, R^2 train: 0.354, R^2 test: 0.240 best alpha via bootstrap CV: 0.1 AUC Train: 0.766, Explained Variance Score Train: 0.354 AUC Validation: 0.673, Explained Variance Score Validation: 0.240 AUC Test: 0.808, Explained Variance Score Test: 0.348 Bootstrap CV 8, alpha = 0.001, R^2 train: 0.388, R^2 test: 0.223 Bootstrap CV 8, alpha = 0.005, R^2 train: 0.385, R^2 test: 0.238 Bootstrap CV 8, alpha = 0.01, R^2 train: 0.380, R^2 test: 0.247 Bootstrap CV 8, alpha = 0.1, R^2 train: 0.297, R^2 test: 0.221 best alpha via bootstrap CV: 0.01 AUC Train: 0.844, Explained Variance Score Train: 0.380 AUC Validation: 0.704, Explained Variance Score Validation: 0.247 AUC Test: 0.778, Explained Variance Score Test: 0.283 Bootstrap CV 5, alpha = 0.001, R^2 train: 0.491, R^2 test: 0.278 Bootstrap CV 5, alpha = 0.005, R^2 train: 0.482, R^2 test: 0.281 Bootstrap CV 5, alpha = 0.01, R^2 train: 0.471, R^2 test: 0.291 Bootstrap CV 5, alpha = 0.1, R^2 train: 0.392, R^2 test: 0.261 best alpha via bootstrap CV: 0.01 AUC Train: 0.841, Explained Variance Score Train: 0.471 AUC Validation: 0.651, Explained Variance Score Validation: 0.307 AUC Test: 0.824, Explained Variance Score Test: 0.375 Bootstrap CV 2, alpha = 0.001, R^2 train: 0.322, R^2 test: 0.177 Bootstrap CV 2, alpha = 0.005, R^2 train: 0.300, R^2 test: 0.238 Bootstrap CV 2, alpha = 0.01, R^2 train: 0.287, R^2 test: 0.259 Bootstrap CV 2, alpha = 0.1, R^2 train: 0.202, R^2 test: 0.210 best alpha via bootstrap CV: 0.01 AUC Train: 0.807, Explained Variance Score Train: 0.287 AUC Validation: 0.807, Explained Variance Score Validation: 0.264 AUC Test: 0.823, Explained Variance Score Test: 0.341 Bootstrap CV 14, alpha = 0.001, R^2 train: 0.457, R^2 test: 0.310 Bootstrap CV 14, alpha = 0.005, R^2 train: 0.451, R^2 test: 0.303 Bootstrap CV 14, alpha = 0.01, R^2 train: 0.445, R^2 test: 0.299 Bootstrap CV 14, alpha = 0.1, R^2 train: 0.331, R^2 test: 0.220 best alpha via bootstrap CV: 0.01 AUC Train: 0.803, Explained Variance Score Train: 0.445 AUC Validation: 0.777, Explained Variance Score Validation: 0.300 AUC Test: 0.826, Explained Variance Score Test: 0.316 Bootstrap CV 7, alpha = 0.001, R^2 train: 0.522, R^2 test: -0.051 Bootstrap CV 7, alpha = 0.005, R^2 train: 0.514, R^2 test: -0.043 Bootstrap CV 7, alpha = 0.01, R^2 train: 0.497, R^2 test: -0.029 Bootstrap CV 7, alpha = 0.1, R^2 train: 0.371, R^2 test: 0.157 best alpha via bootstrap CV: 0.1 AUC Train: 0.777, Explained Variance Score Train: 0.371 AUC Validation: 0.722, Explained Variance Score Validation: 0.202 AUC Test: 0.807, Explained Variance Score Test: 0.312 Bootstrap CV 6, alpha = 0.001, R^2 train: 0.602, R^2 test: -0.009 Bootstrap CV 6, alpha = 0.005, R^2 train: 0.589, R^2 test: 0.066 Bootstrap CV 6, alpha = 0.01, R^2 train: 0.576, R^2 test: 0.111 Bootstrap CV 6, alpha = 0.1, R^2 train: 0.471, R^2 test: 0.216 best alpha via bootstrap CV: 0.1 AUC Train: 0.733, Explained Variance Score Train: 0.471 AUC Validation: 0.715, Explained Variance Score Validation: 0.229 AUC Test: 0.790, Explained Variance Score Test: 0.355 Bootstrap CV 13, alpha = 0.001, R^2 train: 0.547, R^2 test: 0.192 Bootstrap CV 13, alpha = 0.005, R^2 train: 0.536, R^2 test: 0.229 Bootstrap CV 13, alpha = 0.01, R^2 train: 0.521, R^2 test: 0.264 Bootstrap CV 13, alpha = 0.1, R^2 train: 0.414, R^2 test: 0.284 best alpha via bootstrap CV: 0.1 AUC Train: 0.835, Explained Variance Score Train: 0.414 AUC Validation: 0.798, Explained Variance Score Validation: 0.286 AUC Test: 0.806, Explained Variance Score Test: 0.345 Bootstrap CV 10, alpha = 0.001, R^2 train: 0.430, R^2 test: 0.269 Bootstrap CV 10, alpha = 0.005, R^2 train: 0.424, R^2 test: 0.306 Bootstrap CV 10, alpha = 0.01, R^2 train: 0.415, R^2 test: 0.335 Bootstrap CV 10, alpha = 0.1, R^2 train: 0.302, R^2 test: 0.315 best alpha via bootstrap CV: 0.1 AUC Train: 0.806, Explained Variance Score Train: 0.302 AUC Validation: 0.830, Explained Variance Score Validation: 0.317 AUC Test: 0.825, Explained Variance Score Test: 0.308 Bootstrap CV 11, alpha = 0.001, R^2 train: 0.417, R^2 test: 0.068 Bootstrap CV 11, alpha = 0.005, R^2 train: 0.394, R^2 test: 0.165 Bootstrap CV 11, alpha = 0.01, R^2 train: 0.379, R^2 test: 0.190 Bootstrap CV 11, alpha = 0.1, R^2 train: 0.272, R^2 test: 0.141 best alpha via bootstrap CV: 0.01 AUC Train: 0.791, Explained Variance Score Train: 0.379 AUC Validation: 0.708, Explained Variance Score Validation: 0.193 AUC Test: 0.800, Explained Variance Score Test: 0.319 Bootstrap CV 4, alpha = 0.001, R^2 train: 0.517, R^2 test: -0.019 Bootstrap CV 4, alpha = 0.005, R^2 train: 0.510, R^2 test: 0.056 Bootstrap CV 4, alpha = 0.01, R^2 train: 0.499, R^2 test: 0.078 Bootstrap CV 4, alpha = 0.1, R^2 train: 0.422, R^2 test: 0.240 best alpha via bootstrap CV: 0.01 AUC Train: 0.846, Explained Variance Score Train: 0.499 AUC Validation: 0.684, Explained Variance Score Validation: 0.083 AUC Test: 0.828, Explained Variance Score Test: 0.386 Bootstrap CV 1, alpha = 0.001, R^2 train: 0.408, R^2 test: 0.056 Bootstrap CV 1, alpha = 0.005, R^2 train: 0.393, R^2 test: 0.243 Bootstrap CV 1, alpha = 0.01, R^2 train: 0.388, R^2 test: 0.273 Bootstrap CV 1, alpha = 0.1, R^2 train: 0.295, R^2 test: 0.362 best alpha via bootstrap CV: 0.1 AUC Train: 0.810, Explained Variance Score Train: 0.295 AUC Validation: 0.793, Explained Variance Score Validation: 0.364 AUC Test: 0.816, Explained Variance Score Test: 0.345 Bootstrap CV 12, alpha = 0.001, R^2 train: 0.462, R^2 test: 0.101 Bootstrap CV 12, alpha = 0.005, R^2 train: 0.451, R^2 test: 0.154 Bootstrap CV 12, alpha = 0.01, R^2 train: 0.436, R^2 test: 0.187 Bootstrap CV 12, alpha = 0.1, R^2 train: 0.335, R^2 test: 0.302 best alpha via bootstrap CV: 0.1 AUC Train: 0.788, Explained Variance Score Train: 0.335 AUC Validation: 0.818, Explained Variance Score Validation: 0.303 AUC Test: 0.809, Explained Variance Score Test: 0.342 Bootstrap CV 15, alpha = 0.001, R^2 train: 0.461, R^2 test: 0.255 Bootstrap CV 15, alpha = 0.005, R^2 train: 0.451, R^2 test: 0.303 Bootstrap CV 15, alpha = 0.01, R^2 train: 0.435, R^2 test: 0.342 Bootstrap CV 15, alpha = 0.1, R^2 train: 0.335, R^2 test: 0.327 best alpha via bootstrap CV: 0.1 AUC Train: 0.786, Explained Variance Score Train: 0.335 AUC Validation: 0.794, Explained Variance Score Validation: 0.327 AUC Test: 0.808, Explained Variance Score Test: 0.331 Bootstrap CV 0, alpha = 0.001, R^2 train: 0.474, R^2 test: -0.373 Bootstrap CV 0, alpha = 0.005, R^2 train: 0.458, R^2 test: -0.075 Bootstrap CV 0, alpha = 0.01, R^2 train: 0.438, R^2 test: 0.042 Bootstrap CV 0, alpha = 0.1, R^2 train: 0.355, R^2 test: 0.262 best alpha via bootstrap CV: 0.1 AUC Train: 0.820, Explained Variance Score Train: 0.355 AUC Validation: 0.791, Explained Variance Score Validation: 0.272 AUC Test: 0.822, Explained Variance Score Test: 0.356 Bootstrap CV 3, alpha = 0.001, R^2 train: 0.383, R^2 test: 0.280 Bootstrap CV 3, alpha = 0.005, R^2 train: 0.364, R^2 test: 0.300 Bootstrap CV 3, alpha = 0.01, R^2 train: 0.357, R^2 test: 0.318 Bootstrap CV 3, alpha = 0.1, R^2 train: 0.289, R^2 test: 0.330 best alpha via bootstrap CV: 0.01 AUC Train: 0.830, Explained Variance Score Train: 0.357 AUC Validation: 0.823, Explained Variance Score Validation: 0.322 AUC Test: 0.825, Explained Variance Score Test: 0.351 Running batch 2 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 26, alpha = 0.001, R^2 train: 0.484, R^2 test: 0.145 Bootstrap CV 26, alpha = 0.005, R^2 train: 0.478, R^2 test: 0.194 Bootstrap CV 26, alpha = 0.01, R^2 train: 0.464, R^2 test: 0.224 Bootstrap CV 26, alpha = 0.1, R^2 train: 0.372, R^2 test: 0.313 best alpha via bootstrap CV: 0.1 AUC Train: 0.815, Explained Variance Score Train: 0.372 AUC Validation: 0.787, Explained Variance Score Validation: 0.330 AUC Test: 0.804, Explained Variance Score Test: 0.357 Bootstrap CV 19, alpha = 0.001, R^2 train: 0.368, R^2 test: 0.269 Bootstrap CV 19, alpha = 0.005, R^2 train: 0.365, R^2 test: 0.283 Bootstrap CV 19, alpha = 0.01, R^2 train: 0.359, R^2 test: 0.297 Bootstrap CV 19, alpha = 0.1, R^2 train: 0.273, R^2 test: 0.274 best alpha via bootstrap CV: 0.01 AUC Train: 0.814, Explained Variance Score Train: 0.359 AUC Validation: 0.794, Explained Variance Score Validation: 0.298 AUC Test: 0.818, Explained Variance Score Test: 0.355 Bootstrap CV 30, alpha = 0.001, R^2 train: 0.437, R^2 test: 0.157 Bootstrap CV 30, alpha = 0.005, R^2 train: 0.431, R^2 test: 0.199 Bootstrap CV 30, alpha = 0.01, R^2 train: 0.418, R^2 test: 0.232 Bootstrap CV 30, alpha = 0.1, R^2 train: 0.342, R^2 test: 0.217 best alpha via bootstrap CV: 0.01 AUC Train: 0.826, Explained Variance Score Train: 0.418 AUC Validation: 0.740, Explained Variance Score Validation: 0.245 AUC Test: 0.811, Explained Variance Score Test: 0.383 Bootstrap CV 25, alpha = 0.001, R^2 train: 0.433, R^2 test: 0.271 Bootstrap CV 25, alpha = 0.005, R^2 train: 0.417, R^2 test: 0.246 Bootstrap CV 25, alpha = 0.01, R^2 train: 0.412, R^2 test: 0.242 Bootstrap CV 25, alpha = 0.1, R^2 train: 0.298, R^2 test: 0.244 best alpha via bootstrap CV: 0.01 AUC Train: 0.846, Explained Variance Score Train: 0.412 AUC Validation: 0.830, Explained Variance Score Validation: 0.250 AUC Test: 0.800, Explained Variance Score Test: 0.337 Bootstrap CV 18, alpha = 0.001, R^2 train: 0.430, R^2 test: 0.377 Bootstrap CV 18, alpha = 0.005, R^2 train: 0.427, R^2 test: 0.385 Bootstrap CV 18, alpha = 0.01, R^2 train: 0.421, R^2 test: 0.395 Bootstrap CV 18, alpha = 0.1, R^2 train: 0.301, R^2 test: 0.331 best alpha via bootstrap CV: 0.01 AUC Train: 0.826, Explained Variance Score Train: 0.421 AUC Validation: 0.834, Explained Variance Score Validation: 0.396 AUC Test: 0.811, Explained Variance Score Test: 0.343 Bootstrap CV 27, alpha = 0.001, R^2 train: 0.408, R^2 test: 0.347 Bootstrap CV 27, alpha = 0.005, R^2 train: 0.395, R^2 test: 0.372 Bootstrap CV 27, alpha = 0.01, R^2 train: 0.386, R^2 test: 0.366 Bootstrap CV 27, alpha = 0.1, R^2 train: 0.293, R^2 test: 0.321 best alpha via bootstrap CV: 0.1 AUC Train: 0.746, Explained Variance Score Train: 0.293 AUC Validation: 0.847, Explained Variance Score Validation: 0.325 AUC Test: 0.798, Explained Variance Score Test: 0.307 Bootstrap CV 29, alpha = 0.001, R^2 train: 0.465, R^2 test: 0.175 Bootstrap CV 29, alpha = 0.005, R^2 train: 0.453, R^2 test: 0.206 Bootstrap CV 29, alpha = 0.01, R^2 train: 0.441, R^2 test: 0.232 Bootstrap CV 29, alpha = 0.1, R^2 train: 0.269, R^2 test: 0.239 best alpha via bootstrap CV: 0.1 AUC Train: 0.767, Explained Variance Score Train: 0.269 AUC Validation: 0.793, Explained Variance Score Validation: 0.249 AUC Test: 0.816, Explained Variance Score Test: 0.300 Bootstrap CV 28, alpha = 0.001, R^2 train: 0.571, R^2 test: 0.114 Bootstrap CV 28, alpha = 0.005, R^2 train: 0.562, R^2 test: 0.126 Bootstrap CV 28, alpha = 0.01, R^2 train: 0.549, R^2 test: 0.137 Bootstrap CV 28, alpha = 0.1, R^2 train: 0.448, R^2 test: 0.143 best alpha via bootstrap CV: 0.1 AUC Train: 0.844, Explained Variance Score Train: 0.448 AUC Validation: 0.702, Explained Variance Score Validation: 0.145 AUC Test: 0.824, Explained Variance Score Test: 0.373 Bootstrap CV 20, alpha = 0.001, R^2 train: 0.528, R^2 test: 0.120 Bootstrap CV 20, alpha = 0.005, R^2 train: 0.520, R^2 test: 0.227 Bootstrap CV 20, alpha = 0.01, R^2 train: 0.502, R^2 test: 0.306 Bootstrap CV 20, alpha = 0.1, R^2 train: 0.411, R^2 test: 0.392 best alpha via bootstrap CV: 0.1 AUC Train: 0.777, Explained Variance Score Train: 0.411 AUC Validation: 0.850, Explained Variance Score Validation: 0.447 AUC Test: 0.820, Explained Variance Score Test: 0.381 Bootstrap CV 21, alpha = 0.001, R^2 train: 0.473, R^2 test: 0.454 Bootstrap CV 21, alpha = 0.005, R^2 train: 0.464, R^2 test: 0.433 Bootstrap CV 21, alpha = 0.01, R^2 train: 0.457, R^2 test: 0.417 Bootstrap CV 21, alpha = 0.1, R^2 train: 0.372, R^2 test: 0.343 best alpha via bootstrap CV: 0.01 AUC Train: 0.836, Explained Variance Score Train: 0.457 AUC Validation: 0.894, Explained Variance Score Validation: 0.419 AUC Test: 0.816, Explained Variance Score Test: 0.363 Bootstrap CV 23, alpha = 0.001, R^2 train: 0.520, R^2 test: 0.179 Bootstrap CV 23, alpha = 0.005, R^2 train: 0.512, R^2 test: 0.221 Bootstrap CV 23, alpha = 0.01, R^2 train: 0.505, R^2 test: 0.235 Bootstrap CV 23, alpha = 0.1, R^2 train: 0.405, R^2 test: 0.232 best alpha via bootstrap CV: 0.1 AUC Train: 0.894, Explained Variance Score Train: 0.405 AUC Validation: 0.653, Explained Variance Score Validation: 0.249 AUC Test: 0.809, Explained Variance Score Test: 0.313 Bootstrap CV 31, alpha = 0.001, R^2 train: 0.402, R^2 test: -0.069 Bootstrap CV 31, alpha = 0.005, R^2 train: 0.392, R^2 test: -0.015 Bootstrap CV 31, alpha = 0.01, R^2 train: 0.388, R^2 test: 0.017 Bootstrap CV 31, alpha = 0.1, R^2 train: 0.305, R^2 test: 0.097 best alpha via bootstrap CV: 0.01 AUC Train: 0.794, Explained Variance Score Train: 0.388 AUC Validation: 0.649, Explained Variance Score Validation: 0.017 AUC Test: 0.832, Explained Variance Score Test: 0.329 Bootstrap CV 16, alpha = 0.001, R^2 train: 0.468, R^2 test: -0.112 Bootstrap CV 16, alpha = 0.005, R^2 train: 0.460, R^2 test: -0.122 Bootstrap CV 16, alpha = 0.01, R^2 train: 0.456, R^2 test: -0.119 Bootstrap CV 16, alpha = 0.1, R^2 train: 0.394, R^2 test: 0.026 best alpha via bootstrap CV: 0.1 AUC Train: 0.835, Explained Variance Score Train: 0.394 AUC Validation: 0.734, Explained Variance Score Validation: 0.096 AUC Test: 0.829, Explained Variance Score Test: 0.324 Bootstrap CV 24, alpha = 0.001, R^2 train: 0.548, R^2 test: -0.174 Bootstrap CV 24, alpha = 0.005, R^2 train: 0.531, R^2 test: 0.089 Bootstrap CV 24, alpha = 0.01, R^2 train: 0.487, R^2 test: 0.245 Bootstrap CV 24, alpha = 0.1, R^2 train: 0.348, R^2 test: 0.404 best alpha via bootstrap CV: 0.1 AUC Train: 0.781, Explained Variance Score Train: 0.348 AUC Validation: 0.849, Explained Variance Score Validation: 0.410 AUC Test: 0.814, Explained Variance Score Test: 0.352 Bootstrap CV 17, alpha = 0.001, R^2 train: 0.508, R^2 test: 0.090 Bootstrap CV 17, alpha = 0.005, R^2 train: 0.498, R^2 test: 0.315 Bootstrap CV 17, alpha = 0.01, R^2 train: 0.494, R^2 test: 0.334 Bootstrap CV 17, alpha = 0.1, R^2 train: 0.417, R^2 test: 0.333 best alpha via bootstrap CV: 0.01 AUC Train: 0.793, Explained Variance Score Train: 0.494 AUC Validation: 0.889, Explained Variance Score Validation: 0.344 AUC Test: 0.834, Explained Variance Score Test: 0.385 Bootstrap CV 22, alpha = 0.001, R^2 train: 0.407, R^2 test: 0.435 Bootstrap CV 22, alpha = 0.005, R^2 train: 0.398, R^2 test: 0.443 Bootstrap CV 22, alpha = 0.01, R^2 train: 0.387, R^2 test: 0.444 Bootstrap CV 22, alpha = 0.1, R^2 train: 0.326, R^2 test: 0.411 best alpha via bootstrap CV: 0.1 AUC Train: 0.781, Explained Variance Score Train: 0.326 AUC Validation: 0.801, Explained Variance Score Validation: 0.412 AUC Test: 0.801, Explained Variance Score Test: 0.327 Running batch 3 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 41, alpha = 0.001, R^2 train: 0.470, R^2 test: -0.018 Bootstrap CV 41, alpha = 0.005, R^2 train: 0.456, R^2 test: 0.047 Bootstrap CV 41, alpha = 0.01, R^2 train: 0.437, R^2 test: 0.078 Bootstrap CV 41, alpha = 0.1, R^2 train: 0.313, R^2 test: 0.183 best alpha via bootstrap CV: 0.1 AUC Train: 0.751, Explained Variance Score Train: 0.313 AUC Validation: 0.697, Explained Variance Score Validation: 0.184 AUC Test: 0.812, Explained Variance Score Test: 0.335 Bootstrap CV 45, alpha = 0.001, R^2 train: 0.553, R^2 test: 0.292 Bootstrap CV 45, alpha = 0.005, R^2 train: 0.529, R^2 test: 0.317 Bootstrap CV 45, alpha = 0.01, R^2 train: 0.521, R^2 test: 0.306 Bootstrap CV 45, alpha = 0.1, R^2 train: 0.382, R^2 test: 0.353 best alpha via bootstrap CV: 0.005 AUC Train: 0.836, Explained Variance Score Train: 0.529 AUC Validation: 0.757, Explained Variance Score Validation: 0.318 AUC Test: 0.796, Explained Variance Score Test: 0.316 Bootstrap CV 35, alpha = 0.001, R^2 train: 0.520, R^2 test: 0.250 Bootstrap CV 35, alpha = 0.005, R^2 train: 0.510, R^2 test: 0.259 Bootstrap CV 35, alpha = 0.01, R^2 train: 0.506, R^2 test: 0.270 Bootstrap CV 35, alpha = 0.1, R^2 train: 0.450, R^2 test: 0.304 best alpha via bootstrap CV: 0.01 AUC Train: 0.808, Explained Variance Score Train: 0.506 AUC Validation: 0.646, Explained Variance Score Validation: 0.271 AUC Test: 0.808, Explained Variance Score Test: 0.308 Bootstrap CV 40, alpha = 0.001, R^2 train: 0.391, R^2 test: 0.027 Bootstrap CV 40, alpha = 0.005, R^2 train: 0.372, R^2 test: 0.072 Bootstrap CV 40, alpha = 0.01, R^2 train: 0.357, R^2 test: 0.111 Bootstrap CV 40, alpha = 0.1, R^2 train: 0.267, R^2 test: 0.219 best alpha via bootstrap CV: 0.1 AUC Train: 0.794, Explained Variance Score Train: 0.267 AUC Validation: 0.688, Explained Variance Score Validation: 0.220 AUC Test: 0.800, Explained Variance Score Test: 0.308 Bootstrap CV 36, alpha = 0.001, R^2 train: 0.281, R^2 test: 0.225 Bootstrap CV 36, alpha = 0.005, R^2 train: 0.275, R^2 test: 0.247 Bootstrap CV 36, alpha = 0.01, R^2 train: 0.265, R^2 test: 0.257 Bootstrap CV 36, alpha = 0.1, R^2 train: 0.188, R^2 test: 0.212 best alpha via bootstrap CV: 0.01 AUC Train: 0.755, Explained Variance Score Train: 0.265 AUC Validation: 0.703, Explained Variance Score Validation: 0.259 AUC Test: 0.811, Explained Variance Score Test: 0.327 Bootstrap CV 38, alpha = 0.001, R^2 train: 0.467, R^2 test: 0.364 Bootstrap CV 38, alpha = 0.005, R^2 train: 0.463, R^2 test: 0.392 Bootstrap CV 38, alpha = 0.01, R^2 train: 0.455, R^2 test: 0.413 Bootstrap CV 38, alpha = 0.1, R^2 train: 0.315, R^2 test: 0.423 best alpha via bootstrap CV: 0.1 AUC Train: 0.753, Explained Variance Score Train: 0.315 AUC Validation: 0.847, Explained Variance Score Validation: 0.423 AUC Test: 0.818, Explained Variance Score Test: 0.366 Bootstrap CV 34, alpha = 0.001, R^2 train: 0.519, R^2 test: 0.141 Bootstrap CV 34, alpha = 0.005, R^2 train: 0.513, R^2 test: 0.154 Bootstrap CV 34, alpha = 0.01, R^2 train: 0.507, R^2 test: 0.163 Bootstrap CV 34, alpha = 0.1, R^2 train: 0.413, R^2 test: 0.161 best alpha via bootstrap CV: 0.01 AUC Train: 0.851, Explained Variance Score Train: 0.507 AUC Validation: 0.704, Explained Variance Score Validation: 0.163 AUC Test: 0.805, Explained Variance Score Test: 0.338 Bootstrap CV 44, alpha = 0.001, R^2 train: 0.487, R^2 test: -0.024 Bootstrap CV 44, alpha = 0.005, R^2 train: 0.480, R^2 test: -0.013 Bootstrap CV 44, alpha = 0.01, R^2 train: 0.474, R^2 test: 0.002 Bootstrap CV 44, alpha = 0.1, R^2 train: 0.384, R^2 test: 0.202 best alpha via bootstrap CV: 0.1 AUC Train: 0.768, Explained Variance Score Train: 0.384 AUC Validation: 0.709, Explained Variance Score Validation: 0.205 AUC Test: 0.812, Explained Variance Score Test: 0.354 Bootstrap CV 39, alpha = 0.001, R^2 train: 0.534, R^2 test: 0.258 Bootstrap CV 39, alpha = 0.005, R^2 train: 0.513, R^2 test: 0.317 Bootstrap CV 39, alpha = 0.01, R^2 train: 0.495, R^2 test: 0.332 Bootstrap CV 39, alpha = 0.1, R^2 train: 0.375, R^2 test: 0.314 best alpha via bootstrap CV: 0.01 AUC Train: 0.889, Explained Variance Score Train: 0.495 AUC Validation: 0.776, Explained Variance Score Validation: 0.334 AUC Test: 0.810, Explained Variance Score Test: 0.325 Bootstrap CV 42, alpha = 0.001, R^2 train: 0.371, R^2 test: 0.107 Bootstrap CV 42, alpha = 0.005, R^2 train: 0.362, R^2 test: 0.148 Bootstrap CV 42, alpha = 0.01, R^2 train: 0.352, R^2 test: 0.190 Bootstrap CV 42, alpha = 0.1, R^2 train: 0.240, R^2 test: 0.215 best alpha via bootstrap CV: 0.01 AUC Train: 0.813, Explained Variance Score Train: 0.352 AUC Validation: 0.713, Explained Variance Score Validation: 0.204 AUC Test: 0.804, Explained Variance Score Test: 0.261 Bootstrap CV 37, alpha = 0.001, R^2 train: 0.458, R^2 test: -0.175 Bootstrap CV 37, alpha = 0.005, R^2 train: 0.442, R^2 test: -0.133 Bootstrap CV 37, alpha = 0.01, R^2 train: 0.423, R^2 test: -0.108 Bootstrap CV 37, alpha = 0.1, R^2 train: 0.315, R^2 test: 0.098 best alpha via bootstrap CV: 0.1 AUC Train: 0.761, Explained Variance Score Train: 0.315 AUC Validation: 0.670, Explained Variance Score Validation: 0.156 AUC Test: 0.816, Explained Variance Score Test: 0.354 Bootstrap CV 32, alpha = 0.001, R^2 train: 0.625, R^2 test: 0.243 Bootstrap CV 32, alpha = 0.005, R^2 train: 0.615, R^2 test: 0.274 Bootstrap CV 32, alpha = 0.01, R^2 train: 0.599, R^2 test: 0.293 Bootstrap CV 32, alpha = 0.1, R^2 train: 0.523, R^2 test: 0.336 best alpha via bootstrap CV: 0.1 AUC Train: 0.864, Explained Variance Score Train: 0.523 AUC Validation: 0.767, Explained Variance Score Validation: 0.352 AUC Test: 0.812, Explained Variance Score Test: 0.380 Bootstrap CV 47, alpha = 0.001, R^2 train: 0.495, R^2 test: 0.049 Bootstrap CV 47, alpha = 0.005, R^2 train: 0.488, R^2 test: 0.059 Bootstrap CV 47, alpha = 0.01, R^2 train: 0.475, R^2 test: 0.071 Bootstrap CV 47, alpha = 0.1, R^2 train: 0.364, R^2 test: 0.126 best alpha via bootstrap CV: 0.01 AUC Train: 0.857, Explained Variance Score Train: 0.475 AUC Validation: 0.667, Explained Variance Score Validation: 0.071 AUC Test: 0.787, Explained Variance Score Test: 0.303 Bootstrap CV 33, alpha = 0.001, R^2 train: 0.421, R^2 test: 0.102 Bootstrap CV 33, alpha = 0.005, R^2 train: 0.415, R^2 test: 0.122 Bootstrap CV 33, alpha = 0.01, R^2 train: 0.406, R^2 test: 0.162 Bootstrap CV 33, alpha = 0.1, R^2 train: 0.321, R^2 test: 0.250 best alpha via bootstrap CV: 0.01 AUC Train: 0.809, Explained Variance Score Train: 0.406 AUC Validation: 0.776, Explained Variance Score Validation: 0.163 AUC Test: 0.821, Explained Variance Score Test: 0.342 Bootstrap CV 46, alpha = 0.001, R^2 train: 0.455, R^2 test: 0.315 Bootstrap CV 46, alpha = 0.005, R^2 train: 0.448, R^2 test: 0.341 Bootstrap CV 46, alpha = 0.01, R^2 train: 0.436, R^2 test: 0.361 Bootstrap CV 46, alpha = 0.1, R^2 train: 0.353, R^2 test: 0.293 best alpha via bootstrap CV: 0.01 AUC Train: 0.836, Explained Variance Score Train: 0.436 AUC Validation: 0.758, Explained Variance Score Validation: 0.361 AUC Test: 0.807, Explained Variance Score Test: 0.363 Bootstrap CV 43, alpha = 0.001, R^2 train: 0.481, R^2 test: 0.247 Bootstrap CV 43, alpha = 0.005, R^2 train: 0.461, R^2 test: 0.374 Bootstrap CV 43, alpha = 0.01, R^2 train: 0.441, R^2 test: 0.408 Bootstrap CV 43, alpha = 0.1, R^2 train: 0.309, R^2 test: 0.388 best alpha via bootstrap CV: 0.1 AUC Train: 0.739, Explained Variance Score Train: 0.309 AUC Validation: 0.820, Explained Variance Score Validation: 0.388 AUC Test: 0.816, Explained Variance Score Test: 0.301 Running batch 4 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 57, alpha = 0.001, R^2 train: 0.528, R^2 test: -0.140 Bootstrap CV 57, alpha = 0.005, R^2 train: 0.522, R^2 test: -0.140 Bootstrap CV 57, alpha = 0.01, R^2 train: 0.517, R^2 test: -0.111 Bootstrap CV 57, alpha = 0.1, R^2 train: 0.482, R^2 test: -0.038 best alpha via bootstrap CV: 0.1 AUC Train: 0.812, Explained Variance Score Train: 0.482 AUC Validation: 0.664, Explained Variance Score Validation: -0.028 AUC Test: 0.803, Explained Variance Score Test: 0.368 Bootstrap CV 55, alpha = 0.001, R^2 train: 0.485, R^2 test: 0.166 Bootstrap CV 55, alpha = 0.005, R^2 train: 0.480, R^2 test: 0.190 Bootstrap CV 55, alpha = 0.01, R^2 train: 0.471, R^2 test: 0.208 Bootstrap CV 55, alpha = 0.1, R^2 train: 0.378, R^2 test: 0.259 best alpha via bootstrap CV: 0.1 AUC Train: 0.826, Explained Variance Score Train: 0.378 AUC Validation: 0.678, Explained Variance Score Validation: 0.260 AUC Test: 0.806, Explained Variance Score Test: 0.343 Bootstrap CV 52, alpha = 0.001, R^2 train: 0.468, R^2 test: 0.043 Bootstrap CV 52, alpha = 0.005, R^2 train: 0.463, R^2 test: 0.053 Bootstrap CV 52, alpha = 0.01, R^2 train: 0.454, R^2 test: 0.064 Bootstrap CV 52, alpha = 0.1, R^2 train: 0.378, R^2 test: 0.143 best alpha via bootstrap CV: 0.1 AUC Train: 0.836, Explained Variance Score Train: 0.378 AUC Validation: 0.705, Explained Variance Score Validation: 0.163 AUC Test: 0.812, Explained Variance Score Test: 0.344 Bootstrap CV 62, alpha = 0.001, R^2 train: 0.529, R^2 test: 0.349 Bootstrap CV 62, alpha = 0.005, R^2 train: 0.519, R^2 test: 0.396 Bootstrap CV 62, alpha = 0.01, R^2 train: 0.505, R^2 test: 0.414 Bootstrap CV 62, alpha = 0.1, R^2 train: 0.402, R^2 test: 0.400 best alpha via bootstrap CV: 0.1 AUC Train: 0.779, Explained Variance Score Train: 0.402 AUC Validation: 0.797, Explained Variance Score Validation: 0.401 AUC Test: 0.805, Explained Variance Score Test: 0.320 Bootstrap CV 54, alpha = 0.001, R^2 train: 0.498, R^2 test: 0.075 Bootstrap CV 54, alpha = 0.005, R^2 train: 0.492, R^2 test: 0.116 Bootstrap CV 54, alpha = 0.01, R^2 train: 0.480, R^2 test: 0.145 Bootstrap CV 54, alpha = 0.1, R^2 train: 0.349, R^2 test: 0.237 best alpha via bootstrap CV: 0.1 AUC Train: 0.777, Explained Variance Score Train: 0.349 AUC Validation: 0.772, Explained Variance Score Validation: 0.253 AUC Test: 0.814, Explained Variance Score Test: 0.322 Bootstrap CV 50, alpha = 0.001, R^2 train: 0.427, R^2 test: 0.419 Bootstrap CV 50, alpha = 0.005, R^2 train: 0.420, R^2 test: 0.448 Bootstrap CV 50, alpha = 0.01, R^2 train: 0.411, R^2 test: 0.448 Bootstrap CV 50, alpha = 0.1, R^2 train: 0.298, R^2 test: 0.375 best alpha via bootstrap CV: 0.01 AUC Train: 0.786, Explained Variance Score Train: 0.411 AUC Validation: 0.903, Explained Variance Score Validation: 0.450 AUC Test: 0.816, Explained Variance Score Test: 0.373 Bootstrap CV 51, alpha = 0.001, R^2 train: 0.470, R^2 test: 0.013 Bootstrap CV 51, alpha = 0.005, R^2 train: 0.463, R^2 test: 0.052 Bootstrap CV 51, alpha = 0.01, R^2 train: 0.456, R^2 test: 0.076 Bootstrap CV 51, alpha = 0.1, R^2 train: 0.356, R^2 test: 0.152 best alpha via bootstrap CV: 0.1 AUC Train: 0.845, Explained Variance Score Train: 0.356 AUC Validation: 0.849, Explained Variance Score Validation: 0.163 AUC Test: 0.816, Explained Variance Score Test: 0.315 Bootstrap CV 59, alpha = 0.001, R^2 train: 0.399, R^2 test: 0.248 Bootstrap CV 59, alpha = 0.005, R^2 train: 0.388, R^2 test: 0.281 Bootstrap CV 59, alpha = 0.01, R^2 train: 0.375, R^2 test: 0.299 Bootstrap CV 59, alpha = 0.1, R^2 train: 0.297, R^2 test: 0.265 best alpha via bootstrap CV: 0.01 AUC Train: 0.827, Explained Variance Score Train: 0.375 AUC Validation: 0.740, Explained Variance Score Validation: 0.302 AUC Test: 0.799, Explained Variance Score Test: 0.315 Bootstrap CV 56, alpha = 0.001, R^2 train: 0.440, R^2 test: 0.224 Bootstrap CV 56, alpha = 0.005, R^2 train: 0.434, R^2 test: 0.240 Bootstrap CV 56, alpha = 0.01, R^2 train: 0.427, R^2 test: 0.258 Bootstrap CV 56, alpha = 0.1, R^2 train: 0.336, R^2 test: 0.291 best alpha via bootstrap CV: 0.01 AUC Train: 0.839, Explained Variance Score Train: 0.427 AUC Validation: 0.761, Explained Variance Score Validation: 0.258 AUC Test: 0.826, Explained Variance Score Test: 0.343 Bootstrap CV 61, alpha = 0.001, R^2 train: 0.464, R^2 test: -0.001 Bootstrap CV 61, alpha = 0.005, R^2 train: 0.455, R^2 test: 0.055 Bootstrap CV 61, alpha = 0.01, R^2 train: 0.442, R^2 test: 0.107 Bootstrap CV 61, alpha = 0.1, R^2 train: 0.353, R^2 test: 0.175 best alpha via bootstrap CV: 0.1 AUC Train: 0.796, Explained Variance Score Train: 0.353 AUC Validation: 0.617, Explained Variance Score Validation: 0.180 AUC Test: 0.807, Explained Variance Score Test: 0.333 Bootstrap CV 49, alpha = 0.001, R^2 train: 0.412, R^2 test: 0.279 Bootstrap CV 49, alpha = 0.005, R^2 train: 0.408, R^2 test: 0.311 Bootstrap CV 49, alpha = 0.01, R^2 train: 0.399, R^2 test: 0.331 Bootstrap CV 49, alpha = 0.1, R^2 train: 0.316, R^2 test: 0.308 best alpha via bootstrap CV: 0.01 AUC Train: 0.816, Explained Variance Score Train: 0.399 AUC Validation: 0.805, Explained Variance Score Validation: 0.331 AUC Test: 0.803, Explained Variance Score Test: 0.360 Bootstrap CV 60, alpha = 0.001, R^2 train: 0.425, R^2 test: 0.368 Bootstrap CV 60, alpha = 0.005, R^2 train: 0.414, R^2 test: 0.359 Bootstrap CV 60, alpha = 0.01, R^2 train: 0.408, R^2 test: 0.368 Bootstrap CV 60, alpha = 0.1, R^2 train: 0.331, R^2 test: 0.342 best alpha via bootstrap CV: 0.1 AUC Train: 0.801, Explained Variance Score Train: 0.331 AUC Validation: 0.829, Explained Variance Score Validation: 0.342 AUC Test: 0.805, Explained Variance Score Test: 0.330 Bootstrap CV 53, alpha = 0.001, R^2 train: 0.520, R^2 test: 0.267 Bootstrap CV 53, alpha = 0.005, R^2 train: 0.515, R^2 test: 0.282 Bootstrap CV 53, alpha = 0.01, R^2 train: 0.507, R^2 test: 0.297 Bootstrap CV 53, alpha = 0.1, R^2 train: 0.389, R^2 test: 0.294 best alpha via bootstrap CV: 0.1 AUC Train: 0.810, Explained Variance Score Train: 0.389 AUC Validation: 0.869, Explained Variance Score Validation: 0.314 AUC Test: 0.818, Explained Variance Score Test: 0.304 Bootstrap CV 48, alpha = 0.001, R^2 train: 0.508, R^2 test: 0.114 Bootstrap CV 48, alpha = 0.005, R^2 train: 0.488, R^2 test: 0.167 Bootstrap CV 48, alpha = 0.01, R^2 train: 0.468, R^2 test: 0.195 Bootstrap CV 48, alpha = 0.1, R^2 train: 0.395, R^2 test: 0.280 best alpha via bootstrap CV: 0.1 AUC Train: 0.776, Explained Variance Score Train: 0.395 AUC Validation: 0.760, Explained Variance Score Validation: 0.290 AUC Test: 0.820, Explained Variance Score Test: 0.378 Bootstrap CV 63, alpha = 0.001, R^2 train: 0.456, R^2 test: 0.341 Bootstrap CV 63, alpha = 0.005, R^2 train: 0.438, R^2 test: 0.380 Bootstrap CV 63, alpha = 0.01, R^2 train: 0.423, R^2 test: 0.378 Bootstrap CV 63, alpha = 0.1, R^2 train: 0.323, R^2 test: 0.317 best alpha via bootstrap CV: 0.01 AUC Train: 0.863, Explained Variance Score Train: 0.423 AUC Validation: 0.774, Explained Variance Score Validation: 0.382 AUC Test: 0.841, Explained Variance Score Test: 0.365 Bootstrap CV 58, alpha = 0.001, R^2 train: 0.377, R^2 test: 0.073 Bootstrap CV 58, alpha = 0.005, R^2 train: 0.371, R^2 test: 0.131 Bootstrap CV 58, alpha = 0.01, R^2 train: 0.366, R^2 test: 0.172 Bootstrap CV 58, alpha = 0.1, R^2 train: 0.252, R^2 test: 0.321 best alpha via bootstrap CV: 0.1 AUC Train: 0.770, Explained Variance Score Train: 0.252 AUC Validation: 0.789, Explained Variance Score Validation: 0.380 AUC Test: 0.830, Explained Variance Score Test: 0.321 Running batch 5 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 74, alpha = 0.001, R^2 train: 0.474, R^2 test: 0.195 Bootstrap CV 74, alpha = 0.005, R^2 train: 0.469, R^2 test: 0.240 Bootstrap CV 74, alpha = 0.01, R^2 train: 0.463, R^2 test: 0.269 Bootstrap CV 74, alpha = 0.1, R^2 train: 0.374, R^2 test: 0.269 best alpha via bootstrap CV: 0.1 AUC Train: 0.832, Explained Variance Score Train: 0.374 AUC Validation: 0.723, Explained Variance Score Validation: 0.274 AUC Test: 0.810, Explained Variance Score Test: 0.341 Bootstrap CV 71, alpha = 0.001, R^2 train: 0.426, R^2 test: 0.098 Bootstrap CV 71, alpha = 0.005, R^2 train: 0.419, R^2 test: 0.180 Bootstrap CV 71, alpha = 0.01, R^2 train: 0.407, R^2 test: 0.254 Bootstrap CV 71, alpha = 0.1, R^2 train: 0.337, R^2 test: 0.354 best alpha via bootstrap CV: 0.1 AUC Train: 0.787, Explained Variance Score Train: 0.337 AUC Validation: 0.924, Explained Variance Score Validation: 0.423 AUC Test: 0.807, Explained Variance Score Test: 0.339 Bootstrap CV 73, alpha = 0.001, R^2 train: 0.443, R^2 test: 0.335 Bootstrap CV 73, alpha = 0.005, R^2 train: 0.426, R^2 test: 0.332 Bootstrap CV 73, alpha = 0.01, R^2 train: 0.401, R^2 test: 0.343 Bootstrap CV 73, alpha = 0.1, R^2 train: 0.297, R^2 test: 0.314 best alpha via bootstrap CV: 0.1 AUC Train: 0.789, Explained Variance Score Train: 0.297 AUC Validation: 0.841, Explained Variance Score Validation: 0.314 AUC Test: 0.806, Explained Variance Score Test: 0.321 Bootstrap CV 78, alpha = 0.001, R^2 train: 0.405, R^2 test: 0.113 Bootstrap CV 78, alpha = 0.005, R^2 train: 0.398, R^2 test: 0.148 Bootstrap CV 78, alpha = 0.01, R^2 train: 0.387, R^2 test: 0.164 Bootstrap CV 78, alpha = 0.1, R^2 train: 0.295, R^2 test: 0.171 best alpha via bootstrap CV: 0.1 AUC Train: 0.819, Explained Variance Score Train: 0.295 AUC Validation: 0.766, Explained Variance Score Validation: 0.182 AUC Test: 0.800, Explained Variance Score Test: 0.283 Bootstrap CV 67, alpha = 0.001, R^2 train: 0.388, R^2 test: 0.124 Bootstrap CV 67, alpha = 0.005, R^2 train: 0.378, R^2 test: 0.140 Bootstrap CV 67, alpha = 0.01, R^2 train: 0.370, R^2 test: 0.144 Bootstrap CV 67, alpha = 0.1, R^2 train: 0.292, R^2 test: 0.123 best alpha via bootstrap CV: 0.01 AUC Train: 0.836, Explained Variance Score Train: 0.370 AUC Validation: 0.704, Explained Variance Score Validation: 0.155 AUC Test: 0.788, Explained Variance Score Test: 0.310 Bootstrap CV 69, alpha = 0.001, R^2 train: 0.521, R^2 test: 0.256 Bootstrap CV 69, alpha = 0.005, R^2 train: 0.506, R^2 test: 0.283 Bootstrap CV 69, alpha = 0.01, R^2 train: 0.483, R^2 test: 0.296 Bootstrap CV 69, alpha = 0.1, R^2 train: 0.394, R^2 test: 0.289 best alpha via bootstrap CV: 0.1 AUC Train: 0.744, Explained Variance Score Train: 0.394 AUC Validation: 0.783, Explained Variance Score Validation: 0.290 AUC Test: 0.815, Explained Variance Score Test: 0.344 Bootstrap CV 72, alpha = 0.001, R^2 train: 0.437, R^2 test: -0.092 Bootstrap CV 72, alpha = 0.005, R^2 train: 0.423, R^2 test: -0.054 Bootstrap CV 72, alpha = 0.01, R^2 train: 0.412, R^2 test: -0.023 Bootstrap CV 72, alpha = 0.1, R^2 train: 0.335, R^2 test: 0.062 best alpha via bootstrap CV: 0.01 AUC Train: 0.812, Explained Variance Score Train: 0.412 AUC Validation: 0.692, Explained Variance Score Validation: -0.016 AUC Test: 0.828, Explained Variance Score Test: 0.341 Bootstrap CV 70, alpha = 0.001, R^2 train: 0.484, R^2 test: 0.185 Bootstrap CV 70, alpha = 0.005, R^2 train: 0.469, R^2 test: 0.205 Bootstrap CV 70, alpha = 0.01, R^2 train: 0.457, R^2 test: 0.233 Bootstrap CV 70, alpha = 0.1, R^2 train: 0.312, R^2 test: 0.249 best alpha via bootstrap CV: 0.01 AUC Train: 0.827, Explained Variance Score Train: 0.457 AUC Validation: 0.830, Explained Variance Score Validation: 0.248 AUC Test: 0.777, Explained Variance Score Test: 0.278 Bootstrap CV 77, alpha = 0.001, R^2 train: 0.552, R^2 test: 0.252 Bootstrap CV 77, alpha = 0.005, R^2 train: 0.539, R^2 test: 0.285 Bootstrap CV 77, alpha = 0.01, R^2 train: 0.534, R^2 test: 0.298 Bootstrap CV 77, alpha = 0.1, R^2 train: 0.452, R^2 test: 0.332 best alpha via bootstrap CV: 0.1 AUC Train: 0.804, Explained Variance Score Train: 0.452 AUC Validation: 0.827, Explained Variance Score Validation: 0.333 AUC Test: 0.805, Explained Variance Score Test: 0.338 Bootstrap CV 76, alpha = 0.001, R^2 train: 0.537, R^2 test: -0.265 Bootstrap CV 76, alpha = 0.005, R^2 train: 0.531, R^2 test: -0.158 Bootstrap CV 76, alpha = 0.01, R^2 train: 0.518, R^2 test: -0.052 Bootstrap CV 76, alpha = 0.1, R^2 train: 0.392, R^2 test: 0.200 best alpha via bootstrap CV: 0.1 AUC Train: 0.903, Explained Variance Score Train: 0.392 AUC Validation: 0.740, Explained Variance Score Validation: 0.202 AUC Test: 0.806, Explained Variance Score Test: 0.364 Bootstrap CV 79, alpha = 0.001, R^2 train: 0.446, R^2 test: 0.103 Bootstrap CV 79, alpha = 0.005, R^2 train: 0.441, R^2 test: 0.150 Bootstrap CV 79, alpha = 0.01, R^2 train: 0.433, R^2 test: 0.194 Bootstrap CV 79, alpha = 0.1, R^2 train: 0.326, R^2 test: 0.214 best alpha via bootstrap CV: 0.1 AUC Train: 0.841, Explained Variance Score Train: 0.326 AUC Validation: 0.759, Explained Variance Score Validation: 0.228 AUC Test: 0.821, Explained Variance Score Test: 0.351 Bootstrap CV 65, alpha = 0.001, R^2 train: 0.477, R^2 test: -0.011 Bootstrap CV 65, alpha = 0.005, R^2 train: 0.470, R^2 test: 0.031 Bootstrap CV 65, alpha = 0.01, R^2 train: 0.463, R^2 test: 0.076 Bootstrap CV 65, alpha = 0.1, R^2 train: 0.381, R^2 test: 0.177 best alpha via bootstrap CV: 0.1 AUC Train: 0.827, Explained Variance Score Train: 0.381 AUC Validation: 0.820, Explained Variance Score Validation: 0.317 AUC Test: 0.807, Explained Variance Score Test: 0.328 Bootstrap CV 68, alpha = 0.001, R^2 train: 0.557, R^2 test: 0.085 Bootstrap CV 68, alpha = 0.005, R^2 train: 0.549, R^2 test: 0.149 Bootstrap CV 68, alpha = 0.01, R^2 train: 0.542, R^2 test: 0.182 Bootstrap CV 68, alpha = 0.1, R^2 train: 0.437, R^2 test: 0.247 best alpha via bootstrap CV: 0.1 AUC Train: 0.840, Explained Variance Score Train: 0.437 AUC Validation: 0.754, Explained Variance Score Validation: 0.276 AUC Test: 0.805, Explained Variance Score Test: 0.324 Bootstrap CV 64, alpha = 0.001, R^2 train: 0.482, R^2 test: 0.277 Bootstrap CV 64, alpha = 0.005, R^2 train: 0.475, R^2 test: 0.287 Bootstrap CV 64, alpha = 0.01, R^2 train: 0.459, R^2 test: 0.306 Bootstrap CV 64, alpha = 0.1, R^2 train: 0.356, R^2 test: 0.306 best alpha via bootstrap CV: 0.1 AUC Train: 0.774, Explained Variance Score Train: 0.356 AUC Validation: 0.780, Explained Variance Score Validation: 0.308 AUC Test: 0.814, Explained Variance Score Test: 0.331 Bootstrap CV 66, alpha = 0.001, R^2 train: 0.365, R^2 test: 0.189 Bootstrap CV 66, alpha = 0.005, R^2 train: 0.354, R^2 test: 0.229 Bootstrap CV 66, alpha = 0.01, R^2 train: 0.347, R^2 test: 0.245 Bootstrap CV 66, alpha = 0.1, R^2 train: 0.256, R^2 test: 0.200 best alpha via bootstrap CV: 0.01 AUC Train: 0.831, Explained Variance Score Train: 0.347 AUC Validation: 0.755, Explained Variance Score Validation: 0.257 AUC Test: 0.828, Explained Variance Score Test: 0.340 Bootstrap CV 75, alpha = 0.001, R^2 train: 0.438, R^2 test: 0.207 Bootstrap CV 75, alpha = 0.005, R^2 train: 0.428, R^2 test: 0.245 Bootstrap CV 75, alpha = 0.01, R^2 train: 0.412, R^2 test: 0.278 Bootstrap CV 75, alpha = 0.1, R^2 train: 0.255, R^2 test: 0.303 best alpha via bootstrap CV: 0.1 AUC Train: 0.719, Explained Variance Score Train: 0.255 AUC Validation: 0.877, Explained Variance Score Validation: 0.311 AUC Test: 0.800, Explained Variance Score Test: 0.266 Running batch 6 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 91, alpha = 0.001, R^2 train: 0.464, R^2 test: 0.295 Bootstrap CV 91, alpha = 0.005, R^2 train: 0.455, R^2 test: 0.312 Bootstrap CV 91, alpha = 0.01, R^2 train: 0.438, R^2 test: 0.317 Bootstrap CV 91, alpha = 0.1, R^2 train: 0.316, R^2 test: 0.274 best alpha via bootstrap CV: 0.1 AUC Train: 0.751, Explained Variance Score Train: 0.316 AUC Validation: 0.799, Explained Variance Score Validation: 0.274 AUC Test: 0.822, Explained Variance Score Test: 0.325 Bootstrap CV 86, alpha = 0.001, R^2 train: 0.462, R^2 test: 0.175 Bootstrap CV 86, alpha = 0.005, R^2 train: 0.443, R^2 test: 0.177 Bootstrap CV 86, alpha = 0.01, R^2 train: 0.434, R^2 test: 0.187 Bootstrap CV 86, alpha = 0.1, R^2 train: 0.299, R^2 test: 0.253 best alpha via bootstrap CV: 0.1 AUC Train: 0.786, Explained Variance Score Train: 0.299 AUC Validation: 0.799, Explained Variance Score Validation: 0.259 AUC Test: 0.816, Explained Variance Score Test: 0.306 Bootstrap CV 90, alpha = 0.001, R^2 train: 0.504, R^2 test: 0.361 Bootstrap CV 90, alpha = 0.005, R^2 train: 0.497, R^2 test: 0.370 Bootstrap CV 90, alpha = 0.01, R^2 train: 0.490, R^2 test: 0.377 Bootstrap CV 90, alpha = 0.1, R^2 train: 0.417, R^2 test: 0.383 best alpha via bootstrap CV: 0.1 AUC Train: 0.824, Explained Variance Score Train: 0.417 AUC Validation: 0.848, Explained Variance Score Validation: 0.399 AUC Test: 0.804, Explained Variance Score Test: 0.348 Bootstrap CV 81, alpha = 0.001, R^2 train: 0.258, R^2 test: 0.236 Bootstrap CV 81, alpha = 0.005, R^2 train: 0.242, R^2 test: 0.263 Bootstrap CV 81, alpha = 0.01, R^2 train: 0.232, R^2 test: 0.271 Bootstrap CV 81, alpha = 0.1, R^2 train: 0.171, R^2 test: 0.259 best alpha via bootstrap CV: 0.01 AUC Train: 0.685, Explained Variance Score Train: 0.232 AUC Validation: 0.799, Explained Variance Score Validation: 0.284 AUC Test: 0.801, Explained Variance Score Test: 0.300 Bootstrap CV 89, alpha = 0.001, R^2 train: 0.496, R^2 test: 0.165 Bootstrap CV 89, alpha = 0.005, R^2 train: 0.483, R^2 test: 0.219 Bootstrap CV 89, alpha = 0.01, R^2 train: 0.470, R^2 test: 0.242 Bootstrap CV 89, alpha = 0.1, R^2 train: 0.371, R^2 test: 0.281 best alpha via bootstrap CV: 0.01 AUC Train: 0.841, Explained Variance Score Train: 0.470 AUC Validation: 0.818, Explained Variance Score Validation: 0.267 AUC Test: 0.808, Explained Variance Score Test: 0.335 Bootstrap CV 93, alpha = 0.001, R^2 train: 0.536, R^2 test: 0.408 Bootstrap CV 93, alpha = 0.005, R^2 train: 0.525, R^2 test: 0.420 Bootstrap CV 93, alpha = 0.01, R^2 train: 0.517, R^2 test: 0.435 Bootstrap CV 93, alpha = 0.1, R^2 train: 0.419, R^2 test: 0.427 best alpha via bootstrap CV: 0.1 AUC Train: 0.809, Explained Variance Score Train: 0.419 AUC Validation: 0.883, Explained Variance Score Validation: 0.427 AUC Test: 0.813, Explained Variance Score Test: 0.346 Bootstrap CV 87, alpha = 0.001, R^2 train: 0.391, R^2 test: 0.265 Bootstrap CV 87, alpha = 0.005, R^2 train: 0.385, R^2 test: 0.262 Bootstrap CV 87, alpha = 0.01, R^2 train: 0.380, R^2 test: 0.267 Bootstrap CV 87, alpha = 0.1, R^2 train: 0.263, R^2 test: 0.285 best alpha via bootstrap CV: 0.1 AUC Train: 0.809, Explained Variance Score Train: 0.263 AUC Validation: 0.733, Explained Variance Score Validation: 0.288 AUC Test: 0.807, Explained Variance Score Test: 0.289 Bootstrap CV 84, alpha = 0.001, R^2 train: 0.477, R^2 test: -0.060 Bootstrap CV 84, alpha = 0.005, R^2 train: 0.470, R^2 test: -0.026 Bootstrap CV 84, alpha = 0.01, R^2 train: 0.461, R^2 test: 0.031 Bootstrap CV 84, alpha = 0.1, R^2 train: 0.350, R^2 test: 0.243 best alpha via bootstrap CV: 0.1 AUC Train: 0.752, Explained Variance Score Train: 0.350 AUC Validation: 0.776, Explained Variance Score Validation: 0.245 AUC Test: 0.816, Explained Variance Score Test: 0.307 Bootstrap CV 83, alpha = 0.001, R^2 train: 0.571, R^2 test: 0.306 Bootstrap CV 83, alpha = 0.005, R^2 train: 0.564, R^2 test: 0.344 Bootstrap CV 83, alpha = 0.01, R^2 train: 0.540, R^2 test: 0.364 Bootstrap CV 83, alpha = 0.1, R^2 train: 0.443, R^2 test: 0.375 best alpha via bootstrap CV: 0.1 AUC Train: 0.799, Explained Variance Score Train: 0.443 AUC Validation: 0.787, Explained Variance Score Validation: 0.381 AUC Test: 0.813, Explained Variance Score Test: 0.366 Bootstrap CV 85, alpha = 0.001, R^2 train: 0.434, R^2 test: 0.248 Bootstrap CV 85, alpha = 0.005, R^2 train: 0.425, R^2 test: 0.271 Bootstrap CV 85, alpha = 0.01, R^2 train: 0.409, R^2 test: 0.275 Bootstrap CV 85, alpha = 0.1, R^2 train: 0.360, R^2 test: 0.267 best alpha via bootstrap CV: 0.01 AUC Train: 0.859, Explained Variance Score Train: 0.409 AUC Validation: 0.801, Explained Variance Score Validation: 0.316 AUC Test: 0.798, Explained Variance Score Test: 0.336 Bootstrap CV 82, alpha = 0.001, R^2 train: 0.513, R^2 test: 0.166 Bootstrap CV 82, alpha = 0.005, R^2 train: 0.507, R^2 test: 0.203 Bootstrap CV 82, alpha = 0.01, R^2 train: 0.500, R^2 test: 0.232 Bootstrap CV 82, alpha = 0.1, R^2 train: 0.395, R^2 test: 0.290 best alpha via bootstrap CV: 0.1 AUC Train: 0.806, Explained Variance Score Train: 0.395 AUC Validation: 0.717, Explained Variance Score Validation: 0.291 AUC Test: 0.814, Explained Variance Score Test: 0.369 Bootstrap CV 80, alpha = 0.001, R^2 train: 0.506, R^2 test: 0.413 Bootstrap CV 80, alpha = 0.005, R^2 train: 0.503, R^2 test: 0.432 Bootstrap CV 80, alpha = 0.01, R^2 train: 0.494, R^2 test: 0.450 Bootstrap CV 80, alpha = 0.1, R^2 train: 0.390, R^2 test: 0.445 best alpha via bootstrap CV: 0.1 AUC Train: 0.784, Explained Variance Score Train: 0.390 AUC Validation: 0.765, Explained Variance Score Validation: 0.447 AUC Test: 0.825, Explained Variance Score Test: 0.371 Bootstrap CV 88, alpha = 0.001, R^2 train: 0.430, R^2 test: 0.244 Bootstrap CV 88, alpha = 0.005, R^2 train: 0.424, R^2 test: 0.291 Bootstrap CV 88, alpha = 0.01, R^2 train: 0.419, R^2 test: 0.315 Bootstrap CV 88, alpha = 0.1, R^2 train: 0.323, R^2 test: 0.312 best alpha via bootstrap CV: 0.01 AUC Train: 0.779, Explained Variance Score Train: 0.419 AUC Validation: 0.837, Explained Variance Score Validation: 0.316 AUC Test: 0.830, Explained Variance Score Test: 0.375 Bootstrap CV 94, alpha = 0.001, R^2 train: 0.457, R^2 test: 0.041 Bootstrap CV 94, alpha = 0.005, R^2 train: 0.450, R^2 test: 0.096 Bootstrap CV 94, alpha = 0.01, R^2 train: 0.438, R^2 test: 0.119 Bootstrap CV 94, alpha = 0.1, R^2 train: 0.319, R^2 test: 0.214 best alpha via bootstrap CV: 0.1 AUC Train: 0.783, Explained Variance Score Train: 0.319 AUC Validation: 0.771, Explained Variance Score Validation: 0.260 AUC Test: 0.801, Explained Variance Score Test: 0.311 Bootstrap CV 95, alpha = 0.001, R^2 train: 0.547, R^2 test: 0.081 Bootstrap CV 95, alpha = 0.005, R^2 train: 0.543, R^2 test: 0.109 Bootstrap CV 95, alpha = 0.01, R^2 train: 0.537, R^2 test: 0.140 Bootstrap CV 95, alpha = 0.1, R^2 train: 0.445, R^2 test: 0.211 best alpha via bootstrap CV: 0.1 AUC Train: 0.772, Explained Variance Score Train: 0.445 AUC Validation: 0.809, Explained Variance Score Validation: 0.217 AUC Test: 0.816, Explained Variance Score Test: 0.369 Bootstrap CV 92, alpha = 0.001, R^2 train: 0.456, R^2 test: 0.377 Bootstrap CV 92, alpha = 0.005, R^2 train: 0.447, R^2 test: 0.405 Bootstrap CV 92, alpha = 0.01, R^2 train: 0.433, R^2 test: 0.423 Bootstrap CV 92, alpha = 0.1, R^2 train: 0.353, R^2 test: 0.415 best alpha via bootstrap CV: 0.01 AUC Train: 0.823, Explained Variance Score Train: 0.433 AUC Validation: 0.758, Explained Variance Score Validation: 0.423 AUC Test: 0.816, Explained Variance Score Test: 0.361 Running batch 7 of 7 with 4 nodes Bootstrap CV 99, alpha = 0.001, R^2 train: 0.409, R^2 test: 0.323 Bootstrap CV 99, alpha = 0.005, R^2 train: 0.398, R^2 test: 0.332 Bootstrap CV 99, alpha = 0.01, R^2 train: 0.390, R^2 test: 0.327 Bootstrap CV 99, alpha = 0.1, R^2 train: 0.313, R^2 test: 0.297 best alpha via bootstrap CV: 0.005 AUC Train: 0.817, Explained Variance Score Train: 0.398 AUC Validation: 0.766, Explained Variance Score Validation: 0.333 AUC Test: 0.824, Explained Variance Score Test: 0.364 Bootstrap CV 97, alpha = 0.001, R^2 train: 0.423, R^2 test: 0.386 Bootstrap CV 97, alpha = 0.005, R^2 train: 0.417, R^2 test: 0.402 Bootstrap CV 97, alpha = 0.01, R^2 train: 0.409, R^2 test: 0.408 Bootstrap CV 97, alpha = 0.1, R^2 train: 0.286, R^2 test: 0.387 best alpha via bootstrap CV: 0.1 AUC Train: 0.716, Explained Variance Score Train: 0.286 AUC Validation: 0.817, Explained Variance Score Validation: 0.391 AUC Test: 0.815, Explained Variance Score Test: 0.348 Bootstrap CV 98, alpha = 0.001, R^2 train: 0.414, R^2 test: 0.014 Bootstrap CV 98, alpha = 0.005, R^2 train: 0.400, R^2 test: 0.186 Bootstrap CV 98, alpha = 0.01, R^2 train: 0.395, R^2 test: 0.214 Bootstrap CV 98, alpha = 0.1, R^2 train: 0.307, R^2 test: 0.274 best alpha via bootstrap CV: 0.1 AUC Train: 0.776, Explained Variance Score Train: 0.307 AUC Validation: 0.834, Explained Variance Score Validation: 0.322 AUC Test: 0.808, Explained Variance Score Test: 0.287 Bootstrap CV 96, alpha = 0.001, R^2 train: 0.517, R^2 test: -0.131 Bootstrap CV 96, alpha = 0.005, R^2 train: 0.504, R^2 test: -0.061 Bootstrap CV 96, alpha = 0.01, R^2 train: 0.488, R^2 test: -0.013 Bootstrap CV 96, alpha = 0.1, R^2 train: 0.364, R^2 test: 0.140 best alpha via bootstrap CV: 0.1 AUC Train: 0.815, Explained Variance Score Train: 0.364 AUC Validation: 0.783, Explained Variance Score Validation: 0.159 AUC Test: 0.824, Explained Variance Score Test: 0.361 total Variables 32 and total subjects: 1698 ->AUC validation: 0.772 95% CI: [0.760 , 0.785] ->AUC test: 0.812 95% CI: [0.810 , 0.814] ->R^2 validation: 0.278 95% CI: [0.259 , 0.297] ->R^2 test: 0.336 95% CI: [0.331 , 0.342] ->Explained Variance validation: 0.266 95% CI: [0.247 , 0.286] ->Explained Variance test: 0.332 95% CI: [0.326 , 0.337] Test set metrics: @threshold:1.832, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:1.761, sens:0.018, spec:1.000, ppv:1.000, acc:0.841, f1:0.036, mcc:0.000, total+:1, total-:338 @threshold:1.251, sens:0.145, spec:0.996, ppv:0.889, acc:0.858, f1:0.250, mcc:0.352, total+:9, total-:330 @threshold:1.121, sens:0.164, spec:0.986, ppv:0.692, acc:0.853, f1:0.265, mcc:0.078, total+:13, total-:326 @threshold:1.045, sens:0.182, spec:0.982, ppv:0.667, acc:0.853, f1:0.286, mcc:0.064, total+:15, total-:324 @threshold:1.038, sens:0.200, spec:0.982, ppv:0.688, acc:0.855, f1:0.310, mcc:0.069, total+:16, total-:323 @threshold:0.936, sens:0.218, spec:0.979, ppv:0.667, acc:0.855, f1:0.329, mcc:0.059, total+:18, total-:321 @threshold:0.864, sens:0.236, spec:0.968, ppv:0.591, acc:0.850, f1:0.338, mcc:0.037, total+:22, total-:317 @threshold:0.848, sens:0.236, spec:0.965, ppv:0.565, acc:0.847, f1:0.333, mcc:0.032, total+:23, total-:316 @threshold:0.794, sens:0.255, spec:0.965, ppv:0.583, acc:0.850, f1:0.354, mcc:0.034, total+:24, total-:315 @threshold:0.776, sens:0.255, spec:0.961, ppv:0.560, acc:0.847, f1:0.350, mcc:0.030, total+:25, total-:314 @threshold:0.742, sens:0.273, spec:0.961, ppv:0.577, acc:0.850, f1:0.370, mcc:0.032, total+:26, total-:313 @threshold:0.719, sens:0.291, spec:0.958, ppv:0.571, acc:0.850, f1:0.386, mcc:0.030, total+:28, total-:311 @threshold:0.707, sens:0.309, spec:0.958, ppv:0.586, acc:0.853, f1:0.405, mcc:0.032, total+:29, total-:310 @threshold:0.705, sens:0.309, spec:0.954, ppv:0.567, acc:0.850, f1:0.400, mcc:0.029, total+:30, total-:309 @threshold:0.656, sens:0.327, spec:0.944, ppv:0.529, acc:0.844, f1:0.404, mcc:0.023, total+:34, total-:305 @threshold:0.612, sens:0.345, spec:0.940, ppv:0.528, acc:0.844, f1:0.418, mcc:0.022, total+:36, total-:303 @threshold:0.593, sens:0.364, spec:0.937, ppv:0.526, acc:0.844, f1:0.430, mcc:0.021, total+:38, total-:301 @threshold:0.583, sens:0.364, spec:0.933, ppv:0.513, acc:0.841, f1:0.426, mcc:0.020, total+:39, total-:300 @threshold:0.549, sens:0.382, spec:0.933, ppv:0.525, acc:0.844, f1:0.442, mcc:0.021, total+:40, total-:299 @threshold:0.520, sens:0.400, spec:0.930, ppv:0.524, acc:0.844, f1:0.454, mcc:0.020, total+:42, total-:297 @threshold:0.516, sens:0.418, spec:0.930, ppv:0.535, acc:0.847, f1:0.469, mcc:0.021, total+:43, total-:296 @threshold:0.496, sens:0.418, spec:0.926, ppv:0.523, acc:0.844, f1:0.465, mcc:0.020, total+:44, total-:295 @threshold:0.480, sens:0.436, spec:0.926, ppv:0.533, acc:0.847, f1:0.480, mcc:0.021, total+:45, total-:294 @threshold:0.456, sens:0.455, spec:0.923, ppv:0.532, acc:0.847, f1:0.490, mcc:0.020, total+:47, total-:292 @threshold:0.453, sens:0.473, spec:0.923, ppv:0.542, acc:0.850, f1:0.505, mcc:0.021, total+:48, total-:291 @threshold:0.452, sens:0.473, spec:0.919, ppv:0.531, acc:0.847, f1:0.500, mcc:0.020, total+:49, total-:290 @threshold:0.440, sens:0.491, spec:0.915, ppv:0.529, acc:0.847, f1:0.509, mcc:0.019, total+:51, total-:288 @threshold:0.432, sens:0.491, spec:0.912, ppv:0.519, acc:0.844, f1:0.505, mcc:0.018, total+:52, total-:287 @threshold:0.372, sens:0.509, spec:0.891, ppv:0.475, acc:0.829, f1:0.491, mcc:0.014, total+:59, total-:280 @threshold:0.365, sens:0.509, spec:0.887, ppv:0.467, acc:0.826, f1:0.487, mcc:0.013, total+:60, total-:279 @threshold:0.363, sens:0.527, spec:0.884, ppv:0.468, acc:0.826, f1:0.496, mcc:0.013, total+:62, total-:277 @threshold:0.337, sens:0.527, spec:0.880, ppv:0.460, acc:0.823, f1:0.492, mcc:0.013, total+:63, total-:276 @threshold:0.335, sens:0.545, spec:0.877, ppv:0.462, acc:0.823, f1:0.500, mcc:0.013, total+:65, total-:274 @threshold:0.333, sens:0.545, spec:0.873, ppv:0.455, acc:0.820, f1:0.496, mcc:0.012, total+:66, total-:273 @threshold:0.329, sens:0.564, spec:0.873, ppv:0.463, acc:0.823, f1:0.508, mcc:0.013, total+:67, total-:272 @threshold:0.316, sens:0.564, spec:0.870, ppv:0.456, acc:0.820, f1:0.504, mcc:0.012, total+:68, total-:271 @threshold:0.309, sens:0.582, spec:0.870, ppv:0.464, acc:0.823, f1:0.516, mcc:0.013, total+:69, total-:270 @threshold:0.306, sens:0.582, spec:0.866, ppv:0.457, acc:0.820, f1:0.512, mcc:0.012, total+:70, total-:269 @threshold:0.278, sens:0.600, spec:0.849, ppv:0.434, acc:0.808, f1:0.504, mcc:0.010, total+:76, total-:263 @threshold:0.273, sens:0.600, spec:0.845, ppv:0.429, acc:0.805, f1:0.500, mcc:0.010, total+:77, total-:262 @threshold:0.267, sens:0.618, spec:0.845, ppv:0.436, acc:0.808, f1:0.511, mcc:0.010, total+:78, total-:261 @threshold:0.259, sens:0.618, spec:0.842, ppv:0.430, acc:0.805, f1:0.507, mcc:0.010, total+:79, total-:260 @threshold:0.204, sens:0.636, spec:0.803, ppv:0.385, acc:0.776, f1:0.479, mcc:0.008, total+:91, total-:248 @threshold:0.197, sens:0.636, spec:0.799, ppv:0.380, acc:0.773, f1:0.476, mcc:0.007, total+:92, total-:247 @threshold:0.184, sens:0.655, spec:0.796, ppv:0.383, acc:0.773, f1:0.483, mcc:0.007, total+:94, total-:245 @threshold:0.183, sens:0.655, spec:0.792, ppv:0.379, acc:0.770, f1:0.480, mcc:0.007, total+:95, total-:244 @threshold:0.170, sens:0.673, spec:0.785, ppv:0.378, acc:0.767, f1:0.484, mcc:0.007, total+:98, total-:241 @threshold:0.158, sens:0.673, spec:0.782, ppv:0.374, acc:0.764, f1:0.481, mcc:0.007, total+:99, total-:240 @threshold:0.144, sens:0.691, spec:0.775, ppv:0.373, acc:0.761, f1:0.484, mcc:0.007, total+:102, total-:237 @threshold:0.139, sens:0.691, spec:0.771, ppv:0.369, acc:0.758, f1:0.481, mcc:0.007, total+:103, total-:236 @threshold:0.098, sens:0.709, spec:0.743, ppv:0.348, acc:0.737, f1:0.467, mcc:0.006, total+:112, total-:227 @threshold:0.093, sens:0.709, spec:0.739, ppv:0.345, acc:0.735, f1:0.464, mcc:0.006, total+:113, total-:226 @threshold:0.092, sens:0.727, spec:0.739, ppv:0.351, acc:0.737, f1:0.473, mcc:0.006, total+:114, total-:225 @threshold:0.090, sens:0.727, spec:0.736, ppv:0.348, acc:0.735, f1:0.471, mcc:0.006, total+:115, total-:224 @threshold:0.068, sens:0.745, spec:0.708, ppv:0.331, acc:0.714, f1:0.458, mcc:0.005, total+:124, total-:215 @threshold:0.066, sens:0.745, spec:0.704, ppv:0.328, acc:0.711, f1:0.456, mcc:0.005, total+:125, total-:214 @threshold:-0.015, sens:0.764, spec:0.637, ppv:0.290, acc:0.658, f1:0.420, mcc:0.004, total+:145, total-:194 @threshold:-0.024, sens:0.782, spec:0.634, ppv:0.293, acc:0.658, f1:0.426, mcc:0.004, total+:147, total-:192 @threshold:-0.029, sens:0.800, spec:0.634, ppv:0.297, acc:0.661, f1:0.433, mcc:0.004, total+:148, total-:191 @threshold:-0.038, sens:0.800, spec:0.630, ppv:0.295, acc:0.658, f1:0.431, mcc:0.004, total+:149, total-:190 @threshold:-0.040, sens:0.818, spec:0.630, ppv:0.300, acc:0.661, f1:0.439, mcc:0.004, total+:150, total-:189 @threshold:-0.040, sens:0.818, spec:0.627, ppv:0.298, acc:0.658, f1:0.437, mcc:0.004, total+:151, total-:188 @threshold:-0.071, sens:0.855, spec:0.574, ppv:0.280, acc:0.619, f1:0.422, mcc:0.004, total+:168, total-:171 @threshold:-0.077, sens:0.855, spec:0.570, ppv:0.278, acc:0.617, f1:0.420, mcc:0.003, total+:169, total-:170 @threshold:-0.079, sens:0.873, spec:0.570, ppv:0.282, acc:0.619, f1:0.427, mcc:0.004, total+:170, total-:169 @threshold:-0.083, sens:0.873, spec:0.567, ppv:0.281, acc:0.617, f1:0.425, mcc:0.004, total+:171, total-:168 @threshold:-0.101, sens:0.891, spec:0.542, ppv:0.274, acc:0.599, f1:0.419, mcc:0.003, total+:179, total-:160 @threshold:-0.106, sens:0.891, spec:0.539, ppv:0.272, acc:0.596, f1:0.417, mcc:0.003, total+:180, total-:159 @threshold:-0.123, sens:0.909, spec:0.532, ppv:0.273, acc:0.593, f1:0.420, mcc:0.003, total+:183, total-:156 @threshold:-0.124, sens:0.909, spec:0.528, ppv:0.272, acc:0.590, f1:0.418, mcc:0.003, total+:184, total-:155 @threshold:-0.152, sens:0.927, spec:0.493, ppv:0.262, acc:0.563, f1:0.408, mcc:0.003, total+:195, total-:144 @threshold:-0.159, sens:0.945, spec:0.489, ppv:0.264, acc:0.563, f1:0.413, mcc:0.003, total+:197, total-:142 @threshold:-0.186, sens:0.964, spec:0.468, ppv:0.260, acc:0.549, f1:0.409, mcc:0.003, total+:204, total-:135 @threshold:-0.191, sens:0.964, spec:0.465, ppv:0.259, acc:0.546, f1:0.408, mcc:0.003, total+:205, total-:134 @threshold:-0.420, sens:0.982, spec:0.232, ppv:0.199, acc:0.354, f1:0.330, mcc:0.002, total+:272, total-:67 @threshold:-0.428, sens:0.982, spec:0.229, ppv:0.198, acc:0.351, f1:0.329, mcc:0.002, total+:273, total-:66 @threshold:-1.502, sens:1.000, spec:0.004, ppv:0.163, acc:0.165, f1:0.280, mcc:0.001, total+:338, total-:1 * Vital: BMI-latest | coef 0.096 95% CI: [0.071 , 0.121] | OR_adj 1.101 [1.074 1.129] | occ: 1621 | OR_unadj: 4.766 [3.528 6.438] | indivs AUC:0.795 Correlated most with: Number of Visits:0.036 MatDeliveryAge:0.001 * Vital: BMI-avg19to24 | coef 0.092 95% CI: [0.068 , 0.116] | OR_adj 1.097 [1.071 1.123] | occ: 1354 | OR_unadj: 4.046 [3.062 5.347] | indivs AUC:0.772 Correlated most with: Number of Visits:-0.034 MatDeliveryAge:-0.013 * Vital: BMI-avg13to16 | coef 0.081 95% CI: [0.064 , 0.099] | OR_adj 1.085 [1.066 1.104] | occ: 1286 | OR_unadj: 3.814 [2.889 5.036] | indivs AUC:0.725 Correlated most with: Number of Visits:-0.026 MatDeliveryAge:-0.005 * Vital: Wt for Length ZScore-latest | coef 0.079 95% CI: [0.060 , 0.098] | OR_adj 1.082 [1.062 1.103] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.783 Correlated most with: Number of Visits:0.070 MatDeliveryAge:-0.004 * Vital: Wt-latest | coef 0.059 95% CI: [0.044 , 0.074] | OR_adj 1.061 [1.045 1.077] | occ: 1626 | OR_unadj: 3.500 [2.571 4.766] | indivs AUC:0.761 Correlated most with: Number of Visits:0.377 MatDeliveryAge:0.048 * Vital: BMI-gain0to24 | coef 0.051 95% CI: [0.031 , 0.071] | OR_adj 1.052 [1.031 1.074] | occ: 1338 | OR_unadj: 3.923 [2.973 5.177] | indivs AUC:0.778 Correlated most with: Number of Visits:-0.031 MatDeliveryAge:-0.010 * Vital: Wt for Length ZScore-avg16to19 | coef 0.047 95% CI: [0.033 , 0.061] | OR_adj 1.048 [1.034 1.062] | occ: 1267 | OR_unadj: 3.111 [2.368 4.088] | indivs AUC:0.781 Correlated most with: MatDeliveryAge:-0.034 Number of Visits:-0.019 * Vital: Wt-avg16to19 | coef 0.045 95% CI: [0.026 , 0.065] | OR_adj 1.047 [1.026 1.067] | occ: 1298 | OR_unadj: 3.060 [2.331 4.017] | indivs AUC:0.736 Correlated most with: MatDeliveryAge:-0.040 Number of Visits:-0.014 * Vital: Wt for Length ZScore-avg3to5 | coef 0.042 95% CI: [0.032 , 0.051] | OR_adj 1.042 [1.032 1.053] | occ: 1299 | OR_unadj: 1.902 [1.455 2.486] | indivs AUC:0.604 Correlated most with: Number of Visits:-0.013 MatDeliveryAge:-0.002 * Vital: BMI-avg16to19 | coef 0.037 95% CI: [0.024 , 0.049] | OR_adj 1.037 [1.024 1.051] | occ: 1269 | OR_unadj: 3.131 [2.385 4.111] | indivs AUC:0.792 Correlated most with: Number of Visits:-0.043 MatDeliveryAge:-0.021 * Vital: Wt for Len Percentile-avg13to16 | coef 0.029 95% CI: [0.015 , 0.042] | OR_adj 1.029 [1.015 1.043] | occ: 1286 | OR_unadj: 3.426 [2.597 4.520] | indivs AUC:0.718 Correlated most with: MatDeliveryAge:-0.021 Number of Visits:-0.019 * Number of Visits | coef -0.029 95% CI: [-0.038 , -0.019] | OR_adj 0.972 [0.962 0.981] | occ: 1645 | OR_unadj: 0.708 [0.535 0.936] | indivs AUC:0.478 Correlated most with: Number of Visits:1.000 MatDeliveryAge:0.088 * Vital: Wt for Length ZScore-avg1to3 | coef 0.024 95% CI: [0.016 , 0.031] | OR_adj 1.024 [1.016 1.032] | occ: 1348 | OR_unadj: 1.471 [1.126 1.921] | indivs AUC:0.589 Correlated most with: MatDeliveryAge:0.021 Number of Visits:-0.019 * Vital: Wt Change-latest | coef 0.020 95% CI: [0.009 , 0.031] | OR_adj 1.020 [1.009 1.031] | occ: 979 | OR_unadj: 1.660 [1.219 2.259] | indivs AUC:0.608 Correlated most with: Number of Visits:-0.181 MatDeliveryAge:-0.023 Vital: Ht-avg10to13 | coef -0.018 95% CI: [-0.026 , -0.010] | OR_adj 0.982 [0.974 0.990] | occ: 1381 | OR_unadj: 1.307 [0.998 1.712] | indivs AUC:0.544 Correlated most with: Number of Visits:0.027 MatDeliveryAge:-0.007 MatDeliveryAge | coef 0.018 95% CI: [0.011 , 0.024] | OR_adj 1.018 [1.011 1.025] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.518 Correlated most with: MatDeliveryAge:1.000 Number of Visits:0.088 * Vital: Wt Percentile-latest | coef 0.016 95% CI: [0.009 , 0.023] | OR_adj 1.016 [1.009 1.023] | occ: 1028 | OR_unadj: 2.134 [1.631 2.792] | indivs AUC:0.737 Correlated most with: Number of Visits:0.019 MatDeliveryAge:0.002 Vital: Temp-latest | coef 0.014 95% CI: [0.009 , 0.020] | OR_adj 1.014 [1.009 1.020] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.465 Correlated most with: Number of Visits:0.015 MatDeliveryAge:-0.011 Vital: Wt Change-avg7to10 | coef -0.012 95% CI: [-0.019 , -0.006] | OR_adj 0.988 [0.981 0.994] | occ: 515 | OR_unadj: 0.986 [0.640 1.520] | indivs AUC:0.446 Correlated most with: Number of Visits:-0.042 MatDeliveryAge:-0.026 * Vital: Wt for Length Zscore-avg10to13 | coef 0.012 95% CI: [0.003 , 0.021] | OR_adj 1.012 [1.003 1.021] | occ: 1381 | OR_unadj: 2.955 [2.245 3.890] | indivs AUC:0.694 Correlated most with: Number of Visits:-0.042 MatDeliveryAge:-0.028 * Vital: Wt-gain0to24 | coef 0.012 95% CI: [-0.002 , 0.026] | OR_adj 1.012 [0.998 1.026] | occ: 1357 | OR_unadj: 3.724 [2.823 4.912] | indivs AUC:0.775 Correlated most with: Number of Visits:0.004 MatDeliveryAge:-0.003 Vital: HC-gain3to7 | coef 0.011 95% CI: [0.005 , 0.016] | OR_adj 1.011 [1.005 1.016] | occ: 1310 | OR_unadj: 1.076 [0.825 1.404] | indivs AUC:0.578 Correlated most with: MatDeliveryAge:0.026 Number of Visits:0.022 Vital: Temp-avg0to1 | coef -0.010 95% CI: [-0.016 , -0.004] | OR_adj 0.990 [0.984 0.996] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.490 Correlated most with: Number of Visits:0.044 MatDeliveryAge:0.000 * Vital: Wt-gain7to13 | coef -0.009 95% CI: [-0.016 , -0.002] | OR_adj 0.991 [0.984 0.998] | occ: 1465 | OR_unadj: 1.582 [1.200 2.085] | indivs AUC:0.584 Correlated most with: Number of Visits:0.013 MatDeliveryAge:0.002 Vital: Ht Percentile-gain16to24 | coef 0.008 95% CI: [0.002 , 0.015] | OR_adj 1.008 [1.002 1.015] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.554 Correlated most with: MatDeliveryAge:-0.039 Number of Visits:0.006 * Vital: Wt Change-avg19to24 | coef 0.008 95% CI: [-0.009 , 0.024] | OR_adj 1.008 [0.991 1.024] | occ: 880 | OR_unadj: 2.064 [1.510 2.823] | indivs AUC:0.612 Correlated most with: Number of Visits:-0.186 MatDeliveryAge:-0.023 Vital: Wt for Length ZScore-gain5to10 | coef -0.003 95% CI: [-0.009 , 0.003] | OR_adj 0.997 [0.991 1.003] | occ: 1438 | OR_unadj: 1.002 [0.766 1.310] | indivs AUC:0.523 Correlated most with: Number of Visits:0.013 MatDeliveryAge:-0.004 * Vital: BMI-gain7to13 | coef -0.003 95% CI: [-0.009 , 0.003] | OR_adj 0.997 [0.991 1.003] | occ: 1475 | OR_unadj: 1.324 [1.001 1.752] | indivs AUC:0.542 Correlated most with: MatDeliveryAge:-0.015 Number of Visits:-0.005 Vital: HC-gain5to10 | coef -0.003 95% CI: [-0.008 , 0.002] | OR_adj 0.997 [0.992 1.002] | occ: 1305 | OR_unadj: 1.028 [0.772 1.370] | indivs AUC:0.434 Correlated most with: MatDeliveryAge:-0.042 Number of Visits:0.034 Vital: Wt for Length ZScore-gain7to13 | coef 0.003 95% CI: [-0.004 , 0.010] | OR_adj 1.003 [0.996 1.010] | occ: 1460 | OR_unadj: 1.296 [0.993 1.692] | indivs AUC:0.536 Correlated most with: Number of Visits:-0.023 MatDeliveryAge:-0.020 * Vital: Ht-gain7to13 | coef -0.001 95% CI: [-0.006 , 0.004] | OR_adj 0.999 [0.994 1.004] | occ: 1451 | OR_unadj: 1.379 [1.027 1.851] | indivs AUC:0.532 Correlated most with: MatDeliveryAge:-0.009 Number of Visits:0.003 * Vital: Wt for Length ZScore-gain0to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.783 Correlated most with: Number of Visits:0.070 MatDeliveryAge:-0.004 Vital : 0.725495318756 Number of Visits : -0.0286642222592 MatDeliveryAge : 0.0178416643352 Time to run analysis 0:00:34.643254 Total Time elapsed 16:55:31.485901 ----------------------------------------------------- girls lasso_fts no_census randomforest regression Running batch 1 of 7 with 16 nodes Bootstrap CV 11, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.362 Bootstrap CV 11, alpha = (3000, 2, 2), R^2 train: 0.840, R^2 test: 0.361 Bootstrap CV 11, alpha = (3000, 2, 5), R^2 train: 0.692, R^2 test: 0.362 Bootstrap CV 11, alpha = (3000, 2, 7), R^2 train: 0.623, R^2 test: 0.354 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.950, Explained Variance Score Train: 0.692 AUC Validation: 0.757, Explained Variance Score Validation: 0.366 AUC Test: 0.799, Explained Variance Score Test: 0.298 Bootstrap CV 10, alpha = (3000, 2, 1), R^2 train: 0.883, R^2 test: 0.307 Bootstrap CV 10, alpha = (3000, 2, 2), R^2 train: 0.830, R^2 test: 0.289 Bootstrap CV 10, alpha = (3000, 2, 5), R^2 train: 0.698, R^2 test: 0.318 Bootstrap CV 10, alpha = (3000, 2, 7), R^2 train: 0.636, R^2 test: 0.354 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.933, Explained Variance Score Train: 0.636 AUC Validation: 0.866, Explained Variance Score Validation: 0.382 AUC Test: 0.819, Explained Variance Score Test: 0.357 Bootstrap CV 13, alpha = (3000, 2, 1), R^2 train: 0.901, R^2 test: 0.383 Bootstrap CV 13, alpha = (3000, 2, 2), R^2 train: 0.811, R^2 test: 0.366 Bootstrap CV 13, alpha = (3000, 2, 5), R^2 train: 0.632, R^2 test: 0.352 Bootstrap CV 13, alpha = (3000, 2, 7), R^2 train: 0.557, R^2 test: 0.327 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.993, Explained Variance Score Train: 0.901 AUC Validation: 0.798, Explained Variance Score Validation: 0.390 AUC Test: 0.797, Explained Variance Score Test: 0.347 Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.890, R^2 test: 0.195 Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.812, R^2 test: 0.187 Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.628, R^2 test: 0.182 Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.552, R^2 test: 0.179 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.994, Explained Variance Score Train: 0.890 AUC Validation: 0.782, Explained Variance Score Validation: 0.208 AUC Test: 0.814, Explained Variance Score Test: 0.328 Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.871, R^2 test: 0.269 Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.830, R^2 test: 0.265 Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.692, R^2 test: 0.239 Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.627, R^2 test: 0.216 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.982, Explained Variance Score Train: 0.872 AUC Validation: 0.788, Explained Variance Score Validation: 0.271 AUC Test: 0.801, Explained Variance Score Test: 0.365 Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.888, R^2 test: 0.310 Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.811, R^2 test: 0.323 Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.630, R^2 test: 0.290 Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.567, R^2 test: 0.279 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.988, Explained Variance Score Train: 0.811 AUC Validation: 0.867, Explained Variance Score Validation: 0.325 AUC Test: 0.797, Explained Variance Score Test: 0.329 Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.873, R^2 test: 0.348 Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.790, R^2 test: 0.314 Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.624, R^2 test: 0.266 Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.551, R^2 test: 0.266 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.982, Explained Variance Score Train: 0.791 AUC Validation: 0.816, Explained Variance Score Validation: 0.319 AUC Test: 0.799, Explained Variance Score Test: 0.321 Bootstrap CV 14, alpha = (3000, 2, 1), R^2 train: 0.862, R^2 test: 0.208 Bootstrap CV 14, alpha = (3000, 2, 2), R^2 train: 0.779, R^2 test: 0.246 Bootstrap CV 14, alpha = (3000, 2, 5), R^2 train: 0.602, R^2 test: 0.278 Bootstrap CV 14, alpha = (3000, 2, 7), R^2 train: 0.538, R^2 test: 0.266 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.938, Explained Variance Score Train: 0.602 AUC Validation: 0.797, Explained Variance Score Validation: 0.308 AUC Test: 0.807, Explained Variance Score Test: 0.321 Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.889, R^2 test: 0.303 Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.781, R^2 test: 0.303 Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.602, R^2 test: 0.334 Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.533, R^2 test: 0.333 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.968, Explained Variance Score Train: 0.781 AUC Validation: 0.774, Explained Variance Score Validation: 0.304 AUC Test: 0.784, Explained Variance Score Test: 0.355 Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.880, R^2 test: 0.288 Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.760, R^2 test: 0.327 Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.564, R^2 test: 0.337 Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.490, R^2 test: 0.317 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.977, Explained Variance Score Train: 0.760 AUC Validation: 0.855, Explained Variance Score Validation: 0.329 AUC Test: 0.797, Explained Variance Score Test: 0.366 Bootstrap CV 15, alpha = (3000, 2, 1), R^2 train: 0.903, R^2 test: -0.086 Bootstrap CV 15, alpha = (3000, 2, 2), R^2 train: 0.866, R^2 test: -0.102 Bootstrap CV 15, alpha = (3000, 2, 5), R^2 train: 0.729, R^2 test: -0.089 Bootstrap CV 15, alpha = (3000, 2, 7), R^2 train: 0.661, R^2 test: -0.076 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.989, Explained Variance Score Train: 0.866 AUC Validation: 0.443, Explained Variance Score Validation: -0.102 AUC Test: 0.815, Explained Variance Score Test: 0.322 Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.865, R^2 test: 0.060 Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.806, R^2 test: 0.068 Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.667, R^2 test: 0.084 Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.601, R^2 test: 0.088 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.975, Explained Variance Score Train: 0.806 AUC Validation: 0.685, Explained Variance Score Validation: 0.071 AUC Test: 0.804, Explained Variance Score Test: 0.332 Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.131 Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.831, R^2 test: 0.123 Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.650, R^2 test: 0.189 Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.573, R^2 test: 0.167 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.957, Explained Variance Score Train: 0.650 AUC Validation: 0.748, Explained Variance Score Validation: 0.191 AUC Test: 0.801, Explained Variance Score Test: 0.347 Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.164 Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.827, R^2 test: 0.159 Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.659, R^2 test: 0.169 Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.584, R^2 test: 0.174 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.919, Explained Variance Score Train: 0.584 AUC Validation: 0.672, Explained Variance Score Validation: 0.187 AUC Test: 0.788, Explained Variance Score Test: 0.293 Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.861, R^2 test: 0.348 Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.810, R^2 test: 0.353 Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.653, R^2 test: 0.316 Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.580, R^2 test: 0.303 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.979, Explained Variance Score Train: 0.810 AUC Validation: 0.794, Explained Variance Score Validation: 0.354 AUC Test: 0.780, Explained Variance Score Test: 0.324 Bootstrap CV 12, alpha = (3000, 2, 1), R^2 train: 0.880, R^2 test: 0.279 Bootstrap CV 12, alpha = (3000, 2, 2), R^2 train: 0.784, R^2 test: 0.248 Bootstrap CV 12, alpha = (3000, 2, 5), R^2 train: 0.601, R^2 test: 0.311 Bootstrap CV 12, alpha = (3000, 2, 7), R^2 train: 0.537, R^2 test: 0.297 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.948, Explained Variance Score Train: 0.601 AUC Validation: 0.794, Explained Variance Score Validation: 0.315 AUC Test: 0.800, Explained Variance Score Test: 0.352 Running batch 2 of 7 with 16 nodes Bootstrap CV 17, alpha = (3000, 2, 1), R^2 train: 0.867, R^2 test: 0.366 Bootstrap CV 17, alpha = (3000, 2, 2), R^2 train: 0.801, R^2 test: 0.371 Bootstrap CV 17, alpha = (3000, 2, 5), R^2 train: 0.603, R^2 test: 0.332 Bootstrap CV 17, alpha = (3000, 2, 7), R^2 train: 0.534, R^2 test: 0.333 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.944, Explained Variance Score Train: 0.603 AUC Validation: 0.835, Explained Variance Score Validation: 0.333 AUC Test: 0.812, Explained Variance Score Test: 0.356 Bootstrap CV 29, alpha = (3000, 2, 1), R^2 train: 0.873, R^2 test: 0.260 Bootstrap CV 29, alpha = (3000, 2, 2), R^2 train: 0.832, R^2 test: 0.284 Bootstrap CV 29, alpha = (3000, 2, 5), R^2 train: 0.708, R^2 test: 0.263 Bootstrap CV 29, alpha = (3000, 2, 7), R^2 train: 0.644, R^2 test: 0.251 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.916, Explained Variance Score Train: 0.644 AUC Validation: 0.761, Explained Variance Score Validation: 0.258 AUC Test: 0.831, Explained Variance Score Test: 0.354 Bootstrap CV 20, alpha = (3000, 2, 1), R^2 train: 0.912, R^2 test: -0.044 Bootstrap CV 20, alpha = (3000, 2, 2), R^2 train: 0.858, R^2 test: -0.027 Bootstrap CV 20, alpha = (3000, 2, 5), R^2 train: 0.713, R^2 test: 0.033 Bootstrap CV 20, alpha = (3000, 2, 7), R^2 train: 0.655, R^2 test: 0.063 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.942, Explained Variance Score Train: 0.655 AUC Validation: 0.723, Explained Variance Score Validation: 0.063 AUC Test: 0.825, Explained Variance Score Test: 0.336 Bootstrap CV 27, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.156 Bootstrap CV 27, alpha = (3000, 2, 2), R^2 train: 0.841, R^2 test: 0.153 Bootstrap CV 27, alpha = (3000, 2, 5), R^2 train: 0.677, R^2 test: 0.164 Bootstrap CV 27, alpha = (3000, 2, 7), R^2 train: 0.602, R^2 test: 0.167 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.936, Explained Variance Score Train: 0.677 AUC Validation: 0.704, Explained Variance Score Validation: 0.165 AUC Test: 0.808, Explained Variance Score Test: 0.340 Bootstrap CV 19, alpha = (3000, 2, 1), R^2 train: 0.885, R^2 test: 0.191 Bootstrap CV 19, alpha = (3000, 2, 2), R^2 train: 0.844, R^2 test: 0.212 Bootstrap CV 19, alpha = (3000, 2, 5), R^2 train: 0.714, R^2 test: 0.249 Bootstrap CV 19, alpha = (3000, 2, 7), R^2 train: 0.651, R^2 test: 0.242 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.929, Explained Variance Score Train: 0.651 AUC Validation: 0.664, Explained Variance Score Validation: 0.245 AUC Test: 0.791, Explained Variance Score Test: 0.312 Bootstrap CV 24, alpha = (3000, 2, 1), R^2 train: 0.919, R^2 test: 0.348 Bootstrap CV 24, alpha = (3000, 2, 2), R^2 train: 0.875, R^2 test: 0.363 Bootstrap CV 24, alpha = (3000, 2, 5), R^2 train: 0.754, R^2 test: 0.340 Bootstrap CV 24, alpha = (3000, 2, 7), R^2 train: 0.692, R^2 test: 0.326 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.973, Explained Variance Score Train: 0.875 AUC Validation: 0.819, Explained Variance Score Validation: 0.367 AUC Test: 0.798, Explained Variance Score Test: 0.343 Bootstrap CV 28, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.247 Bootstrap CV 28, alpha = (3000, 2, 2), R^2 train: 0.835, R^2 test: 0.269 Bootstrap CV 28, alpha = (3000, 2, 5), R^2 train: 0.683, R^2 test: 0.284 Bootstrap CV 28, alpha = (3000, 2, 7), R^2 train: 0.614, R^2 test: 0.283 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.955, Explained Variance Score Train: 0.614 AUC Validation: 0.703, Explained Variance Score Validation: 0.319 AUC Test: 0.794, Explained Variance Score Test: 0.310 Bootstrap CV 22, alpha = (3000, 2, 1), R^2 train: 0.878, R^2 test: 0.239 Bootstrap CV 22, alpha = (3000, 2, 2), R^2 train: 0.808, R^2 test: 0.232 Bootstrap CV 22, alpha = (3000, 2, 5), R^2 train: 0.653, R^2 test: 0.205 Bootstrap CV 22, alpha = (3000, 2, 7), R^2 train: 0.582, R^2 test: 0.188 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.989, Explained Variance Score Train: 0.808 AUC Validation: 0.813, Explained Variance Score Validation: 0.239 AUC Test: 0.799, Explained Variance Score Test: 0.264 Bootstrap CV 31, alpha = (3000, 2, 1), R^2 train: 0.859, R^2 test: 0.141 Bootstrap CV 31, alpha = (3000, 2, 2), R^2 train: 0.804, R^2 test: 0.133 Bootstrap CV 31, alpha = (3000, 2, 5), R^2 train: 0.636, R^2 test: 0.195 Bootstrap CV 31, alpha = (3000, 2, 7), R^2 train: 0.548, R^2 test: 0.181 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.948, Explained Variance Score Train: 0.549 AUC Validation: 0.800, Explained Variance Score Validation: 0.188 AUC Test: 0.794, Explained Variance Score Test: 0.319 Bootstrap CV 25, alpha = (3000, 2, 1), R^2 train: 0.887, R^2 test: 0.256 Bootstrap CV 25, alpha = (3000, 2, 2), R^2 train: 0.808, R^2 test: 0.232 Bootstrap CV 25, alpha = (3000, 2, 5), R^2 train: 0.605, R^2 test: 0.245 Bootstrap CV 25, alpha = (3000, 2, 7), R^2 train: 0.534, R^2 test: 0.243 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.987, Explained Variance Score Train: 0.887 AUC Validation: 0.666, Explained Variance Score Validation: 0.260 AUC Test: 0.785, Explained Variance Score Test: 0.328 Bootstrap CV 26, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.201 Bootstrap CV 26, alpha = (3000, 2, 2), R^2 train: 0.837, R^2 test: 0.219 Bootstrap CV 26, alpha = (3000, 2, 5), R^2 train: 0.687, R^2 test: 0.238 Bootstrap CV 26, alpha = (3000, 2, 7), R^2 train: 0.614, R^2 test: 0.244 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.967, Explained Variance Score Train: 0.687 AUC Validation: 0.743, Explained Variance Score Validation: 0.249 AUC Test: 0.817, Explained Variance Score Test: 0.341 Bootstrap CV 21, alpha = (3000, 2, 1), R^2 train: 0.901, R^2 test: 0.273 Bootstrap CV 21, alpha = (3000, 2, 2), R^2 train: 0.832, R^2 test: 0.305 Bootstrap CV 21, alpha = (3000, 2, 5), R^2 train: 0.674, R^2 test: 0.297 Bootstrap CV 21, alpha = (3000, 2, 7), R^2 train: 0.590, R^2 test: 0.263 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.930, Explained Variance Score Train: 0.591 AUC Validation: 0.807, Explained Variance Score Validation: 0.263 AUC Test: 0.814, Explained Variance Score Test: 0.346 Bootstrap CV 16, alpha = (3000, 2, 1), R^2 train: 0.898, R^2 test: 0.309 Bootstrap CV 16, alpha = (3000, 2, 2), R^2 train: 0.851, R^2 test: 0.337 Bootstrap CV 16, alpha = (3000, 2, 5), R^2 train: 0.707, R^2 test: 0.344 Bootstrap CV 16, alpha = (3000, 2, 7), R^2 train: 0.642, R^2 test: 0.353 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.911, Explained Variance Score Train: 0.642 AUC Validation: 0.823, Explained Variance Score Validation: 0.362 AUC Test: 0.828, Explained Variance Score Test: 0.341 Bootstrap CV 18, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.262 Bootstrap CV 18, alpha = (3000, 2, 2), R^2 train: 0.806, R^2 test: 0.284 Bootstrap CV 18, alpha = (3000, 2, 5), R^2 train: 0.607, R^2 test: 0.287 Bootstrap CV 18, alpha = (3000, 2, 7), R^2 train: 0.526, R^2 test: 0.286 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.969, Explained Variance Score Train: 0.607 AUC Validation: 0.772, Explained Variance Score Validation: 0.287 AUC Test: 0.821, Explained Variance Score Test: 0.362 Bootstrap CV 30, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.244 Bootstrap CV 30, alpha = (3000, 2, 2), R^2 train: 0.846, R^2 test: 0.260 Bootstrap CV 30, alpha = (3000, 2, 5), R^2 train: 0.689, R^2 test: 0.289 Bootstrap CV 30, alpha = (3000, 2, 7), R^2 train: 0.613, R^2 test: 0.292 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.978, Explained Variance Score Train: 0.846 AUC Validation: 0.727, Explained Variance Score Validation: 0.264 AUC Test: 0.816, Explained Variance Score Test: 0.325 Bootstrap CV 23, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.247 Bootstrap CV 23, alpha = (3000, 2, 2), R^2 train: 0.841, R^2 test: 0.265 Bootstrap CV 23, alpha = (3000, 2, 5), R^2 train: 0.692, R^2 test: 0.285 Bootstrap CV 23, alpha = (3000, 2, 7), R^2 train: 0.619, R^2 test: 0.290 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.972, Explained Variance Score Train: 0.841 AUC Validation: 0.789, Explained Variance Score Validation: 0.265 AUC Test: 0.810, Explained Variance Score Test: 0.348 Running batch 3 of 7 with 16 nodes Bootstrap CV 35, alpha = (3000, 2, 1), R^2 train: 0.911, R^2 test: 0.199 Bootstrap CV 35, alpha = (3000, 2, 2), R^2 train: 0.839, R^2 test: 0.131 Bootstrap CV 35, alpha = (3000, 2, 5), R^2 train: 0.668, R^2 test: 0.103 Bootstrap CV 35, alpha = (3000, 2, 7), R^2 train: 0.609, R^2 test: 0.156 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.937, Explained Variance Score Train: 0.609 AUC Validation: 0.717, Explained Variance Score Validation: 0.169 AUC Test: 0.802, Explained Variance Score Test: 0.331 Bootstrap CV 33, alpha = (3000, 2, 1), R^2 train: 0.882, R^2 test: -0.114 Bootstrap CV 33, alpha = (3000, 2, 2), R^2 train: 0.801, R^2 test: 0.043 Bootstrap CV 33, alpha = (3000, 2, 5), R^2 train: 0.612, R^2 test: 0.144 Bootstrap CV 33, alpha = (3000, 2, 7), R^2 train: 0.527, R^2 test: 0.188 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.947, Explained Variance Score Train: 0.612 AUC Validation: 0.670, Explained Variance Score Validation: 0.144 AUC Test: 0.800, Explained Variance Score Test: 0.329 Bootstrap CV 38, alpha = (3000, 2, 1), R^2 train: 0.877, R^2 test: 0.001 Bootstrap CV 38, alpha = (3000, 2, 2), R^2 train: 0.831, R^2 test: 0.008 Bootstrap CV 38, alpha = (3000, 2, 5), R^2 train: 0.665, R^2 test: 0.003 Bootstrap CV 38, alpha = (3000, 2, 7), R^2 train: 0.604, R^2 test: 0.067 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.918, Explained Variance Score Train: 0.604 AUC Validation: 0.794, Explained Variance Score Validation: 0.145 AUC Test: 0.784, Explained Variance Score Test: 0.310 Bootstrap CV 44, alpha = (3000, 2, 1), R^2 train: 0.887, R^2 test: 0.257 Bootstrap CV 44, alpha = (3000, 2, 2), R^2 train: 0.810, R^2 test: 0.241 Bootstrap CV 44, alpha = (3000, 2, 5), R^2 train: 0.650, R^2 test: 0.213 Bootstrap CV 44, alpha = (3000, 2, 7), R^2 train: 0.583, R^2 test: 0.214 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.944, Explained Variance Score Train: 0.583 AUC Validation: 0.741, Explained Variance Score Validation: 0.214 AUC Test: 0.812, Explained Variance Score Test: 0.314 Bootstrap CV 42, alpha = (3000, 2, 1), R^2 train: 0.908, R^2 test: 0.260 Bootstrap CV 42, alpha = (3000, 2, 2), R^2 train: 0.873, R^2 test: 0.236 Bootstrap CV 42, alpha = (3000, 2, 5), R^2 train: 0.735, R^2 test: 0.226 Bootstrap CV 42, alpha = (3000, 2, 7), R^2 train: 0.666, R^2 test: 0.212 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.948, Explained Variance Score Train: 0.735 AUC Validation: 0.762, Explained Variance Score Validation: 0.229 AUC Test: 0.776, Explained Variance Score Test: 0.299 Bootstrap CV 41, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.289 Bootstrap CV 41, alpha = (3000, 2, 2), R^2 train: 0.834, R^2 test: 0.300 Bootstrap CV 41, alpha = (3000, 2, 5), R^2 train: 0.673, R^2 test: 0.310 Bootstrap CV 41, alpha = (3000, 2, 7), R^2 train: 0.602, R^2 test: 0.307 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.981, Explained Variance Score Train: 0.834 AUC Validation: 0.756, Explained Variance Score Validation: 0.301 AUC Test: 0.789, Explained Variance Score Test: 0.311 Bootstrap CV 45, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.141 Bootstrap CV 45, alpha = (3000, 2, 2), R^2 train: 0.833, R^2 test: 0.185 Bootstrap CV 45, alpha = (3000, 2, 5), R^2 train: 0.682, R^2 test: 0.235 Bootstrap CV 45, alpha = (3000, 2, 7), R^2 train: 0.608, R^2 test: 0.262 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.941, Explained Variance Score Train: 0.682 AUC Validation: 0.790, Explained Variance Score Validation: 0.240 AUC Test: 0.816, Explained Variance Score Test: 0.333 Bootstrap CV 37, alpha = (3000, 2, 1), R^2 train: 0.885, R^2 test: 0.358 Bootstrap CV 37, alpha = (3000, 2, 2), R^2 train: 0.833, R^2 test: 0.370 Bootstrap CV 37, alpha = (3000, 2, 5), R^2 train: 0.674, R^2 test: 0.337 Bootstrap CV 37, alpha = (3000, 2, 7), R^2 train: 0.597, R^2 test: 0.320 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.926, Explained Variance Score Train: 0.674 AUC Validation: 0.731, Explained Variance Score Validation: 0.340 AUC Test: 0.816, Explained Variance Score Test: 0.335 Bootstrap CV 34, alpha = (3000, 2, 1), R^2 train: 0.880, R^2 test: 0.269 Bootstrap CV 34, alpha = (3000, 2, 2), R^2 train: 0.780, R^2 test: 0.312 Bootstrap CV 34, alpha = (3000, 2, 5), R^2 train: 0.544, R^2 test: 0.341 Bootstrap CV 34, alpha = (3000, 2, 7), R^2 train: 0.476, R^2 test: 0.349 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.910, Explained Variance Score Train: 0.545 AUC Validation: 0.877, Explained Variance Score Validation: 0.341 AUC Test: 0.780, Explained Variance Score Test: 0.340 Bootstrap CV 46, alpha = (3000, 2, 1), R^2 train: 0.907, R^2 test: -0.001 Bootstrap CV 46, alpha = (3000, 2, 2), R^2 train: 0.874, R^2 test: 0.013 Bootstrap CV 46, alpha = (3000, 2, 5), R^2 train: 0.705, R^2 test: 0.018 Bootstrap CV 46, alpha = (3000, 2, 7), R^2 train: 0.646, R^2 test: 0.037 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.918, Explained Variance Score Train: 0.646 AUC Validation: 0.629, Explained Variance Score Validation: 0.068 AUC Test: 0.815, Explained Variance Score Test: 0.302 Bootstrap CV 47, alpha = (3000, 2, 1), R^2 train: 0.871, R^2 test: 0.155 Bootstrap CV 47, alpha = (3000, 2, 2), R^2 train: 0.813, R^2 test: 0.137 Bootstrap CV 47, alpha = (3000, 2, 5), R^2 train: 0.615, R^2 test: 0.132 Bootstrap CV 47, alpha = (3000, 2, 7), R^2 train: 0.547, R^2 test: 0.145 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.943, Explained Variance Score Train: 0.615 AUC Validation: 0.736, Explained Variance Score Validation: 0.132 AUC Test: 0.828, Explained Variance Score Test: 0.374 Bootstrap CV 43, alpha = (3000, 2, 1), R^2 train: 0.858, R^2 test: 0.293 Bootstrap CV 43, alpha = (3000, 2, 2), R^2 train: 0.770, R^2 test: 0.265 Bootstrap CV 43, alpha = (3000, 2, 5), R^2 train: 0.571, R^2 test: 0.266 Bootstrap CV 43, alpha = (3000, 2, 7), R^2 train: 0.493, R^2 test: 0.227 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.951, Explained Variance Score Train: 0.571 AUC Validation: 0.736, Explained Variance Score Validation: 0.266 AUC Test: 0.805, Explained Variance Score Test: 0.323 Bootstrap CV 32, alpha = (3000, 2, 1), R^2 train: 0.898, R^2 test: 0.336 Bootstrap CV 32, alpha = (3000, 2, 2), R^2 train: 0.860, R^2 test: 0.346 Bootstrap CV 32, alpha = (3000, 2, 5), R^2 train: 0.709, R^2 test: 0.331 Bootstrap CV 32, alpha = (3000, 2, 7), R^2 train: 0.627, R^2 test: 0.327 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.991, Explained Variance Score Train: 0.898 AUC Validation: 0.756, Explained Variance Score Validation: 0.338 AUC Test: 0.791, Explained Variance Score Test: 0.374 Bootstrap CV 39, alpha = (3000, 2, 1), R^2 train: 0.879, R^2 test: 0.402 Bootstrap CV 39, alpha = (3000, 2, 2), R^2 train: 0.814, R^2 test: 0.402 Bootstrap CV 39, alpha = (3000, 2, 5), R^2 train: 0.649, R^2 test: 0.414 Bootstrap CV 39, alpha = (3000, 2, 7), R^2 train: 0.569, R^2 test: 0.389 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.991, Explained Variance Score Train: 0.814 AUC Validation: 0.817, Explained Variance Score Validation: 0.405 AUC Test: 0.789, Explained Variance Score Test: 0.326 Bootstrap CV 36, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.264 Bootstrap CV 36, alpha = (3000, 2, 2), R^2 train: 0.840, R^2 test: 0.278 Bootstrap CV 36, alpha = (3000, 2, 5), R^2 train: 0.666, R^2 test: 0.277 Bootstrap CV 36, alpha = (3000, 2, 7), R^2 train: 0.587, R^2 test: 0.249 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.959, Explained Variance Score Train: 0.666 AUC Validation: 0.746, Explained Variance Score Validation: 0.292 AUC Test: 0.821, Explained Variance Score Test: 0.339 Bootstrap CV 40, alpha = (3000, 2, 1), R^2 train: 0.886, R^2 test: -0.562 Bootstrap CV 40, alpha = (3000, 2, 2), R^2 train: 0.779, R^2 test: -0.275 Bootstrap CV 40, alpha = (3000, 2, 5), R^2 train: 0.609, R^2 test: -0.104 Bootstrap CV 40, alpha = (3000, 2, 7), R^2 train: 0.556, R^2 test: -0.057 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.976, Explained Variance Score Train: 0.779 AUC Validation: 0.576, Explained Variance Score Validation: -0.267 AUC Test: 0.808, Explained Variance Score Test: 0.359 Running batch 4 of 7 with 16 nodes Bootstrap CV 56, alpha = (3000, 2, 1), R^2 train: 0.885, R^2 test: 0.071 Bootstrap CV 56, alpha = (3000, 2, 2), R^2 train: 0.820, R^2 test: 0.079 Bootstrap CV 56, alpha = (3000, 2, 5), R^2 train: 0.624, R^2 test: 0.124 Bootstrap CV 56, alpha = (3000, 2, 7), R^2 train: 0.544, R^2 test: 0.147 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.886, Explained Variance Score Train: 0.544 AUC Validation: 0.804, Explained Variance Score Validation: 0.177 AUC Test: 0.777, Explained Variance Score Test: 0.258 Bootstrap CV 50, alpha = (3000, 2, 1), R^2 train: 0.847, R^2 test: 0.335 Bootstrap CV 50, alpha = (3000, 2, 2), R^2 train: 0.779, R^2 test: 0.354 Bootstrap CV 50, alpha = (3000, 2, 5), R^2 train: 0.616, R^2 test: 0.324 Bootstrap CV 50, alpha = (3000, 2, 7), R^2 train: 0.550, R^2 test: 0.307 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.975, Explained Variance Score Train: 0.779 AUC Validation: 0.935, Explained Variance Score Validation: 0.356 AUC Test: 0.787, Explained Variance Score Test: 0.344 Bootstrap CV 49, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.108 Bootstrap CV 49, alpha = (3000, 2, 2), R^2 train: 0.844, R^2 test: 0.108 Bootstrap CV 49, alpha = (3000, 2, 5), R^2 train: 0.703, R^2 test: 0.122 Bootstrap CV 49, alpha = (3000, 2, 7), R^2 train: 0.635, R^2 test: 0.132 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.934, Explained Variance Score Train: 0.703 AUC Validation: 0.722, Explained Variance Score Validation: 0.127 AUC Test: 0.805, Explained Variance Score Test: 0.343 Bootstrap CV 60, alpha = (3000, 2, 1), R^2 train: 0.876, R^2 test: 0.068 Bootstrap CV 60, alpha = (3000, 2, 2), R^2 train: 0.794, R^2 test: 0.072 Bootstrap CV 60, alpha = (3000, 2, 5), R^2 train: 0.626, R^2 test: 0.137 Bootstrap CV 60, alpha = (3000, 2, 7), R^2 train: 0.556, R^2 test: 0.171 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.967, Explained Variance Score Train: 0.794 AUC Validation: 0.636, Explained Variance Score Validation: 0.084 AUC Test: 0.795, Explained Variance Score Test: 0.310 Bootstrap CV 53, alpha = (3000, 2, 1), R^2 train: 0.919, R^2 test: 0.196 Bootstrap CV 53, alpha = (3000, 2, 2), R^2 train: 0.876, R^2 test: 0.165 Bootstrap CV 53, alpha = (3000, 2, 5), R^2 train: 0.740, R^2 test: 0.068 Bootstrap CV 53, alpha = (3000, 2, 7), R^2 train: 0.676, R^2 test: 0.046 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.985, Explained Variance Score Train: 0.876 AUC Validation: 0.726, Explained Variance Score Validation: 0.193 AUC Test: 0.804, Explained Variance Score Test: 0.372 Bootstrap CV 57, alpha = (3000, 2, 1), R^2 train: 0.905, R^2 test: 0.398 Bootstrap CV 57, alpha = (3000, 2, 2), R^2 train: 0.851, R^2 test: 0.408 Bootstrap CV 57, alpha = (3000, 2, 5), R^2 train: 0.695, R^2 test: 0.416 Bootstrap CV 57, alpha = (3000, 2, 7), R^2 train: 0.627, R^2 test: 0.422 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.985, Explained Variance Score Train: 0.851 AUC Validation: 0.793, Explained Variance Score Validation: 0.412 AUC Test: 0.820, Explained Variance Score Test: 0.342 Bootstrap CV 55, alpha = (3000, 2, 1), R^2 train: 0.886, R^2 test: 0.247 Bootstrap CV 55, alpha = (3000, 2, 2), R^2 train: 0.817, R^2 test: 0.255 Bootstrap CV 55, alpha = (3000, 2, 5), R^2 train: 0.632, R^2 test: 0.250 Bootstrap CV 55, alpha = (3000, 2, 7), R^2 train: 0.556, R^2 test: 0.243 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.984, Explained Variance Score Train: 0.817 AUC Validation: 0.753, Explained Variance Score Validation: 0.280 AUC Test: 0.801, Explained Variance Score Test: 0.330 Bootstrap CV 54, alpha = (3000, 2, 1), R^2 train: 0.901, R^2 test: -0.008 Bootstrap CV 54, alpha = (3000, 2, 2), R^2 train: 0.845, R^2 test: 0.017 Bootstrap CV 54, alpha = (3000, 2, 5), R^2 train: 0.674, R^2 test: 0.163 Bootstrap CV 54, alpha = (3000, 2, 7), R^2 train: 0.605, R^2 test: 0.174 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.962, Explained Variance Score Train: 0.674 AUC Validation: 0.730, Explained Variance Score Validation: 0.169 AUC Test: 0.811, Explained Variance Score Test: 0.339 Bootstrap CV 52, alpha = (3000, 2, 1), R^2 train: 0.898, R^2 test: 0.076 Bootstrap CV 52, alpha = (3000, 2, 2), R^2 train: 0.842, R^2 test: 0.112 Bootstrap CV 52, alpha = (3000, 2, 5), R^2 train: 0.693, R^2 test: 0.124 Bootstrap CV 52, alpha = (3000, 2, 7), R^2 train: 0.616, R^2 test: 0.135 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.966, Explained Variance Score Train: 0.842 AUC Validation: 0.788, Explained Variance Score Validation: 0.123 AUC Test: 0.813, Explained Variance Score Test: 0.306 Bootstrap CV 48, alpha = (3000, 2, 1), R^2 train: 0.888, R^2 test: 0.343 Bootstrap CV 48, alpha = (3000, 2, 2), R^2 train: 0.836, R^2 test: 0.361 Bootstrap CV 48, alpha = (3000, 2, 5), R^2 train: 0.668, R^2 test: 0.356 Bootstrap CV 48, alpha = (3000, 2, 7), R^2 train: 0.585, R^2 test: 0.354 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.932, Explained Variance Score Train: 0.585 AUC Validation: 0.867, Explained Variance Score Validation: 0.357 AUC Test: 0.823, Explained Variance Score Test: 0.282 Bootstrap CV 51, alpha = (3000, 2, 1), R^2 train: 0.900, R^2 test: -0.106 Bootstrap CV 51, alpha = (3000, 2, 2), R^2 train: 0.852, R^2 test: -0.052 Bootstrap CV 51, alpha = (3000, 2, 5), R^2 train: 0.695, R^2 test: 0.013 Bootstrap CV 51, alpha = (3000, 2, 7), R^2 train: 0.619, R^2 test: 0.041 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.911, Explained Variance Score Train: 0.619 AUC Validation: 0.706, Explained Variance Score Validation: 0.077 AUC Test: 0.820, Explained Variance Score Test: 0.345 Bootstrap CV 58, alpha = (3000, 2, 1), R^2 train: 0.893, R^2 test: 0.232 Bootstrap CV 58, alpha = (3000, 2, 2), R^2 train: 0.841, R^2 test: 0.231 Bootstrap CV 58, alpha = (3000, 2, 5), R^2 train: 0.679, R^2 test: 0.228 Bootstrap CV 58, alpha = (3000, 2, 7), R^2 train: 0.602, R^2 test: 0.221 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.949, Explained Variance Score Train: 0.679 AUC Validation: 0.838, Explained Variance Score Validation: 0.242 AUC Test: 0.792, Explained Variance Score Test: 0.340 Bootstrap CV 62, alpha = (3000, 2, 1), R^2 train: 0.873, R^2 test: 0.176 Bootstrap CV 62, alpha = (3000, 2, 2), R^2 train: 0.796, R^2 test: 0.185 Bootstrap CV 62, alpha = (3000, 2, 5), R^2 train: 0.583, R^2 test: 0.222 Bootstrap CV 62, alpha = (3000, 2, 7), R^2 train: 0.506, R^2 test: 0.236 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.941, Explained Variance Score Train: 0.583 AUC Validation: 0.744, Explained Variance Score Validation: 0.225 AUC Test: 0.809, Explained Variance Score Test: 0.358 Bootstrap CV 63, alpha = (3000, 2, 1), R^2 train: 0.882, R^2 test: 0.256 Bootstrap CV 63, alpha = (3000, 2, 2), R^2 train: 0.826, R^2 test: 0.284 Bootstrap CV 63, alpha = (3000, 2, 5), R^2 train: 0.666, R^2 test: 0.307 Bootstrap CV 63, alpha = (3000, 2, 7), R^2 train: 0.591, R^2 test: 0.301 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.990, Explained Variance Score Train: 0.883 AUC Validation: 0.744, Explained Variance Score Validation: 0.268 AUC Test: 0.821, Explained Variance Score Test: 0.366 Bootstrap CV 61, alpha = (3000, 2, 1), R^2 train: 0.909, R^2 test: 0.219 Bootstrap CV 61, alpha = (3000, 2, 2), R^2 train: 0.867, R^2 test: 0.234 Bootstrap CV 61, alpha = (3000, 2, 5), R^2 train: 0.727, R^2 test: 0.255 Bootstrap CV 61, alpha = (3000, 2, 7), R^2 train: 0.661, R^2 test: 0.255 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.978, Explained Variance Score Train: 0.867 AUC Validation: 0.824, Explained Variance Score Validation: 0.255 AUC Test: 0.806, Explained Variance Score Test: 0.324 Bootstrap CV 59, alpha = (3000, 2, 1), R^2 train: 0.875, R^2 test: 0.380 Bootstrap CV 59, alpha = (3000, 2, 2), R^2 train: 0.816, R^2 test: 0.395 Bootstrap CV 59, alpha = (3000, 2, 5), R^2 train: 0.666, R^2 test: 0.385 Bootstrap CV 59, alpha = (3000, 2, 7), R^2 train: 0.593, R^2 test: 0.382 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.979, Explained Variance Score Train: 0.816 AUC Validation: 0.820, Explained Variance Score Validation: 0.401 AUC Test: 0.824, Explained Variance Score Test: 0.342 Running batch 5 of 7 with 16 nodes Bootstrap CV 72, alpha = (3000, 2, 1), R^2 train: 0.824, R^2 test: 0.299 Bootstrap CV 72, alpha = (3000, 2, 2), R^2 train: 0.768, R^2 test: 0.300 Bootstrap CV 72, alpha = (3000, 2, 5), R^2 train: 0.593, R^2 test: 0.300 Bootstrap CV 72, alpha = (3000, 2, 7), R^2 train: 0.519, R^2 test: 0.295 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.918, Explained Variance Score Train: 0.519 AUC Validation: 0.695, Explained Variance Score Validation: 0.295 AUC Test: 0.814, Explained Variance Score Test: 0.309 Bootstrap CV 69, alpha = (3000, 2, 1), R^2 train: 0.888, R^2 test: 0.074 Bootstrap CV 69, alpha = (3000, 2, 2), R^2 train: 0.823, R^2 test: 0.130 Bootstrap CV 69, alpha = (3000, 2, 5), R^2 train: 0.626, R^2 test: 0.269 Bootstrap CV 69, alpha = (3000, 2, 7), R^2 train: 0.543, R^2 test: 0.283 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.916, Explained Variance Score Train: 0.626 AUC Validation: 0.867, Explained Variance Score Validation: 0.280 AUC Test: 0.819, Explained Variance Score Test: 0.336 Bootstrap CV 68, alpha = (3000, 2, 1), R^2 train: 0.867, R^2 test: 0.009 Bootstrap CV 68, alpha = (3000, 2, 2), R^2 train: 0.803, R^2 test: 0.021 Bootstrap CV 68, alpha = (3000, 2, 5), R^2 train: 0.597, R^2 test: 0.068 Bootstrap CV 68, alpha = (3000, 2, 7), R^2 train: 0.513, R^2 test: 0.090 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.937, Explained Variance Score Train: 0.513 AUC Validation: 0.569, Explained Variance Score Validation: 0.115 AUC Test: 0.804, Explained Variance Score Test: 0.291 Bootstrap CV 74, alpha = (3000, 2, 1), R^2 train: 0.883, R^2 test: 0.015 Bootstrap CV 74, alpha = (3000, 2, 2), R^2 train: 0.812, R^2 test: 0.025 Bootstrap CV 74, alpha = (3000, 2, 5), R^2 train: 0.647, R^2 test: 0.063 Bootstrap CV 74, alpha = (3000, 2, 7), R^2 train: 0.577, R^2 test: 0.059 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.921, Explained Variance Score Train: 0.647 AUC Validation: 0.675, Explained Variance Score Validation: 0.067 AUC Test: 0.843, Explained Variance Score Test: 0.316 Bootstrap CV 71, alpha = (3000, 2, 1), R^2 train: 0.847, R^2 test: 0.270 Bootstrap CV 71, alpha = (3000, 2, 2), R^2 train: 0.801, R^2 test: 0.271 Bootstrap CV 71, alpha = (3000, 2, 5), R^2 train: 0.638, R^2 test: 0.264 Bootstrap CV 71, alpha = (3000, 2, 7), R^2 train: 0.564, R^2 test: 0.264 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.990, Explained Variance Score Train: 0.801 AUC Validation: 0.828, Explained Variance Score Validation: 0.274 AUC Test: 0.786, Explained Variance Score Test: 0.283 Bootstrap CV 70, alpha = (3000, 2, 1), R^2 train: 0.868, R^2 test: 0.088 Bootstrap CV 70, alpha = (3000, 2, 2), R^2 train: 0.769, R^2 test: 0.198 Bootstrap CV 70, alpha = (3000, 2, 5), R^2 train: 0.579, R^2 test: 0.252 Bootstrap CV 70, alpha = (3000, 2, 7), R^2 train: 0.498, R^2 test: 0.254 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.959, Explained Variance Score Train: 0.579 AUC Validation: 0.787, Explained Variance Score Validation: 0.254 AUC Test: 0.794, Explained Variance Score Test: 0.303 Bootstrap CV 66, alpha = (3000, 2, 1), R^2 train: 0.863, R^2 test: 0.227 Bootstrap CV 66, alpha = (3000, 2, 2), R^2 train: 0.804, R^2 test: 0.252 Bootstrap CV 66, alpha = (3000, 2, 5), R^2 train: 0.636, R^2 test: 0.237 Bootstrap CV 66, alpha = (3000, 2, 7), R^2 train: 0.572, R^2 test: 0.263 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.961, Explained Variance Score Train: 0.804 AUC Validation: 0.826, Explained Variance Score Validation: 0.255 AUC Test: 0.799, Explained Variance Score Test: 0.364 Bootstrap CV 76, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.153 Bootstrap CV 76, alpha = (3000, 2, 2), R^2 train: 0.841, R^2 test: 0.142 Bootstrap CV 76, alpha = (3000, 2, 5), R^2 train: 0.683, R^2 test: 0.138 Bootstrap CV 76, alpha = (3000, 2, 7), R^2 train: 0.602, R^2 test: 0.127 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.974, Explained Variance Score Train: 0.841 AUC Validation: 0.700, Explained Variance Score Validation: 0.145 AUC Test: 0.777, Explained Variance Score Test: 0.297 Bootstrap CV 77, alpha = (3000, 2, 1), R^2 train: 0.878, R^2 test: 0.232 Bootstrap CV 77, alpha = (3000, 2, 2), R^2 train: 0.831, R^2 test: 0.241 Bootstrap CV 77, alpha = (3000, 2, 5), R^2 train: 0.662, R^2 test: 0.266 Bootstrap CV 77, alpha = (3000, 2, 7), R^2 train: 0.604, R^2 test: 0.289 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.981, Explained Variance Score Train: 0.831 AUC Validation: 0.892, Explained Variance Score Validation: 0.247 AUC Test: 0.795, Explained Variance Score Test: 0.333 Bootstrap CV 64, alpha = (3000, 2, 1), R^2 train: 0.909, R^2 test: 0.133 Bootstrap CV 64, alpha = (3000, 2, 2), R^2 train: 0.863, R^2 test: 0.143 Bootstrap CV 64, alpha = (3000, 2, 5), R^2 train: 0.714, R^2 test: 0.182 Bootstrap CV 64, alpha = (3000, 2, 7), R^2 train: 0.643, R^2 test: 0.168 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.969, Explained Variance Score Train: 0.863 AUC Validation: 0.727, Explained Variance Score Validation: 0.146 AUC Test: 0.800, Explained Variance Score Test: 0.311 Bootstrap CV 79, alpha = (3000, 2, 1), R^2 train: 0.873, R^2 test: 0.264 Bootstrap CV 79, alpha = (3000, 2, 2), R^2 train: 0.810, R^2 test: 0.268 Bootstrap CV 79, alpha = (3000, 2, 5), R^2 train: 0.666, R^2 test: 0.269 Bootstrap CV 79, alpha = (3000, 2, 7), R^2 train: 0.596, R^2 test: 0.267 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.963, Explained Variance Score Train: 0.666 AUC Validation: 0.733, Explained Variance Score Validation: 0.277 AUC Test: 0.822, Explained Variance Score Test: 0.332 Bootstrap CV 65, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.208 Bootstrap CV 65, alpha = (3000, 2, 2), R^2 train: 0.800, R^2 test: 0.278 Bootstrap CV 65, alpha = (3000, 2, 5), R^2 train: 0.622, R^2 test: 0.301 Bootstrap CV 65, alpha = (3000, 2, 7), R^2 train: 0.562, R^2 test: 0.313 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.983, Explained Variance Score Train: 0.891 AUC Validation: 0.750, Explained Variance Score Validation: 0.212 AUC Test: 0.788, Explained Variance Score Test: 0.338 Bootstrap CV 73, alpha = (3000, 2, 1), R^2 train: 0.900, R^2 test: 0.182 Bootstrap CV 73, alpha = (3000, 2, 2), R^2 train: 0.850, R^2 test: 0.226 Bootstrap CV 73, alpha = (3000, 2, 5), R^2 train: 0.679, R^2 test: 0.270 Bootstrap CV 73, alpha = (3000, 2, 7), R^2 train: 0.609, R^2 test: 0.275 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.944, Explained Variance Score Train: 0.679 AUC Validation: 0.811, Explained Variance Score Validation: 0.274 AUC Test: 0.800, Explained Variance Score Test: 0.344 Bootstrap CV 67, alpha = (3000, 2, 1), R^2 train: 0.903, R^2 test: 0.106 Bootstrap CV 67, alpha = (3000, 2, 2), R^2 train: 0.864, R^2 test: 0.141 Bootstrap CV 67, alpha = (3000, 2, 5), R^2 train: 0.713, R^2 test: 0.255 Bootstrap CV 67, alpha = (3000, 2, 7), R^2 train: 0.630, R^2 test: 0.283 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.961, Explained Variance Score Train: 0.630 AUC Validation: 0.767, Explained Variance Score Validation: 0.296 AUC Test: 0.796, Explained Variance Score Test: 0.324 Bootstrap CV 75, alpha = (3000, 2, 1), R^2 train: 0.903, R^2 test: 0.047 Bootstrap CV 75, alpha = (3000, 2, 2), R^2 train: 0.848, R^2 test: 0.108 Bootstrap CV 75, alpha = (3000, 2, 5), R^2 train: 0.678, R^2 test: 0.190 Bootstrap CV 75, alpha = (3000, 2, 7), R^2 train: 0.604, R^2 test: 0.205 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.941, Explained Variance Score Train: 0.679 AUC Validation: 0.754, Explained Variance Score Validation: 0.194 AUC Test: 0.805, Explained Variance Score Test: 0.321 Bootstrap CV 78, alpha = (3000, 2, 1), R^2 train: 0.910, R^2 test: -0.120 Bootstrap CV 78, alpha = (3000, 2, 2), R^2 train: 0.840, R^2 test: -0.094 Bootstrap CV 78, alpha = (3000, 2, 5), R^2 train: 0.663, R^2 test: -0.158 Bootstrap CV 78, alpha = (3000, 2, 7), R^2 train: 0.583, R^2 test: -0.083 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.992, Explained Variance Score Train: 0.910 AUC Validation: 0.633, Explained Variance Score Validation: -0.120 AUC Test: 0.785, Explained Variance Score Test: 0.329 Running batch 6 of 7 with 16 nodes Bootstrap CV 82, alpha = (3000, 2, 1), R^2 train: 0.915, R^2 test: 0.344 Bootstrap CV 82, alpha = (3000, 2, 2), R^2 train: 0.868, R^2 test: 0.380 Bootstrap CV 82, alpha = (3000, 2, 5), R^2 train: 0.728, R^2 test: 0.384 Bootstrap CV 82, alpha = (3000, 2, 7), R^2 train: 0.656, R^2 test: 0.371 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.961, Explained Variance Score Train: 0.728 AUC Validation: 0.843, Explained Variance Score Validation: 0.391 AUC Test: 0.798, Explained Variance Score Test: 0.341 Bootstrap CV 92, alpha = (3000, 2, 1), R^2 train: 0.909, R^2 test: 0.189 Bootstrap CV 92, alpha = (3000, 2, 2), R^2 train: 0.853, R^2 test: 0.257 Bootstrap CV 92, alpha = (3000, 2, 5), R^2 train: 0.703, R^2 test: 0.389 Bootstrap CV 92, alpha = (3000, 2, 7), R^2 train: 0.635, R^2 test: 0.403 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.948, Explained Variance Score Train: 0.635 AUC Validation: 0.931, Explained Variance Score Validation: 0.403 AUC Test: 0.804, Explained Variance Score Test: 0.343 Bootstrap CV 86, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.183 Bootstrap CV 86, alpha = (3000, 2, 2), R^2 train: 0.851, R^2 test: 0.197 Bootstrap CV 86, alpha = (3000, 2, 5), R^2 train: 0.673, R^2 test: 0.195 Bootstrap CV 86, alpha = (3000, 2, 7), R^2 train: 0.601, R^2 test: 0.210 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.935, Explained Variance Score Train: 0.673 AUC Validation: 0.736, Explained Variance Score Validation: 0.201 AUC Test: 0.815, Explained Variance Score Test: 0.360 Bootstrap CV 90, alpha = (3000, 2, 1), R^2 train: 0.902, R^2 test: 0.237 Bootstrap CV 90, alpha = (3000, 2, 2), R^2 train: 0.852, R^2 test: 0.243 Bootstrap CV 90, alpha = (3000, 2, 5), R^2 train: 0.716, R^2 test: 0.251 Bootstrap CV 90, alpha = (3000, 2, 7), R^2 train: 0.656, R^2 test: 0.256 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.977, Explained Variance Score Train: 0.903 AUC Validation: 0.794, Explained Variance Score Validation: 0.237 AUC Test: 0.790, Explained Variance Score Test: 0.339 Bootstrap CV 81, alpha = (3000, 2, 1), R^2 train: 0.885, R^2 test: 0.245 Bootstrap CV 81, alpha = (3000, 2, 2), R^2 train: 0.821, R^2 test: 0.274 Bootstrap CV 81, alpha = (3000, 2, 5), R^2 train: 0.665, R^2 test: 0.263 Bootstrap CV 81, alpha = (3000, 2, 7), R^2 train: 0.593, R^2 test: 0.258 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.944, Explained Variance Score Train: 0.665 AUC Validation: 0.802, Explained Variance Score Validation: 0.280 AUC Test: 0.801, Explained Variance Score Test: 0.334 Bootstrap CV 89, alpha = (3000, 2, 1), R^2 train: 0.890, R^2 test: 0.189 Bootstrap CV 89, alpha = (3000, 2, 2), R^2 train: 0.836, R^2 test: 0.195 Bootstrap CV 89, alpha = (3000, 2, 5), R^2 train: 0.658, R^2 test: 0.220 Bootstrap CV 89, alpha = (3000, 2, 7), R^2 train: 0.580, R^2 test: 0.231 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.991, Explained Variance Score Train: 0.836 AUC Validation: 0.671, Explained Variance Score Validation: 0.196 AUC Test: 0.792, Explained Variance Score Test: 0.314 Bootstrap CV 84, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.155 Bootstrap CV 84, alpha = (3000, 2, 2), R^2 train: 0.818, R^2 test: 0.139 Bootstrap CV 84, alpha = (3000, 2, 5), R^2 train: 0.653, R^2 test: 0.117 Bootstrap CV 84, alpha = (3000, 2, 7), R^2 train: 0.588, R^2 test: 0.124 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.973, Explained Variance Score Train: 0.818 AUC Validation: 0.593, Explained Variance Score Validation: 0.179 AUC Test: 0.786, Explained Variance Score Test: 0.308 Bootstrap CV 93, alpha = (3000, 2, 1), R^2 train: 0.902, R^2 test: 0.312 Bootstrap CV 93, alpha = (3000, 2, 2), R^2 train: 0.853, R^2 test: 0.339 Bootstrap CV 93, alpha = (3000, 2, 5), R^2 train: 0.657, R^2 test: 0.339 Bootstrap CV 93, alpha = (3000, 2, 7), R^2 train: 0.587, R^2 test: 0.333 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.981, Explained Variance Score Train: 0.853 AUC Validation: 0.785, Explained Variance Score Validation: 0.351 AUC Test: 0.800, Explained Variance Score Test: 0.305 Bootstrap CV 95, alpha = (3000, 2, 1), R^2 train: 0.860, R^2 test: 0.182 Bootstrap CV 95, alpha = (3000, 2, 2), R^2 train: 0.807, R^2 test: 0.184 Bootstrap CV 95, alpha = (3000, 2, 5), R^2 train: 0.645, R^2 test: 0.192 Bootstrap CV 95, alpha = (3000, 2, 7), R^2 train: 0.558, R^2 test: 0.207 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.956, Explained Variance Score Train: 0.645 AUC Validation: 0.799, Explained Variance Score Validation: 0.193 AUC Test: 0.828, Explained Variance Score Test: 0.343 Bootstrap CV 91, alpha = (3000, 2, 1), R^2 train: 0.901, R^2 test: 0.251 Bootstrap CV 91, alpha = (3000, 2, 2), R^2 train: 0.858, R^2 test: 0.246 Bootstrap CV 91, alpha = (3000, 2, 5), R^2 train: 0.701, R^2 test: 0.240 Bootstrap CV 91, alpha = (3000, 2, 7), R^2 train: 0.637, R^2 test: 0.242 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.995, Explained Variance Score Train: 0.901 AUC Validation: 0.716, Explained Variance Score Validation: 0.251 AUC Test: 0.810, Explained Variance Score Test: 0.353 Bootstrap CV 94, alpha = (3000, 2, 1), R^2 train: 0.902, R^2 test: 0.384 Bootstrap CV 94, alpha = (3000, 2, 2), R^2 train: 0.854, R^2 test: 0.390 Bootstrap CV 94, alpha = (3000, 2, 5), R^2 train: 0.711, R^2 test: 0.393 Bootstrap CV 94, alpha = (3000, 2, 7), R^2 train: 0.646, R^2 test: 0.383 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.957, Explained Variance Score Train: 0.646 AUC Validation: 0.890, Explained Variance Score Validation: 0.383 AUC Test: 0.798, Explained Variance Score Test: 0.299 Bootstrap CV 83, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.332 Bootstrap CV 83, alpha = (3000, 2, 2), R^2 train: 0.804, R^2 test: 0.317 Bootstrap CV 83, alpha = (3000, 2, 5), R^2 train: 0.613, R^2 test: 0.263 Bootstrap CV 83, alpha = (3000, 2, 7), R^2 train: 0.545, R^2 test: 0.250 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.993, Explained Variance Score Train: 0.892 AUC Validation: 0.856, Explained Variance Score Validation: 0.351 AUC Test: 0.828, Explained Variance Score Test: 0.383 Bootstrap CV 87, alpha = (3000, 2, 1), R^2 train: 0.908, R^2 test: 0.240 Bootstrap CV 87, alpha = (3000, 2, 2), R^2 train: 0.860, R^2 test: 0.243 Bootstrap CV 87, alpha = (3000, 2, 5), R^2 train: 0.698, R^2 test: 0.308 Bootstrap CV 87, alpha = (3000, 2, 7), R^2 train: 0.642, R^2 test: 0.328 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.989, Explained Variance Score Train: 0.908 AUC Validation: 0.776, Explained Variance Score Validation: 0.255 AUC Test: 0.800, Explained Variance Score Test: 0.298 Bootstrap CV 85, alpha = (3000, 2, 1), R^2 train: 0.860, R^2 test: 0.184 Bootstrap CV 85, alpha = (3000, 2, 2), R^2 train: 0.783, R^2 test: 0.181 Bootstrap CV 85, alpha = (3000, 2, 5), R^2 train: 0.591, R^2 test: 0.141 Bootstrap CV 85, alpha = (3000, 2, 7), R^2 train: 0.522, R^2 test: 0.163 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.933, Explained Variance Score Train: 0.591 AUC Validation: 0.739, Explained Variance Score Validation: 0.141 AUC Test: 0.819, Explained Variance Score Test: 0.384 Bootstrap CV 80, alpha = (3000, 2, 1), R^2 train: 0.870, R^2 test: 0.172 Bootstrap CV 80, alpha = (3000, 2, 2), R^2 train: 0.760, R^2 test: 0.136 Bootstrap CV 80, alpha = (3000, 2, 5), R^2 train: 0.594, R^2 test: 0.146 Bootstrap CV 80, alpha = (3000, 2, 7), R^2 train: 0.525, R^2 test: 0.167 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.967, Explained Variance Score Train: 0.760 AUC Validation: 0.812, Explained Variance Score Validation: 0.136 AUC Test: 0.799, Explained Variance Score Test: 0.340 Bootstrap CV 88, alpha = (3000, 2, 1), R^2 train: 0.869, R^2 test: 0.290 Bootstrap CV 88, alpha = (3000, 2, 2), R^2 train: 0.816, R^2 test: 0.294 Bootstrap CV 88, alpha = (3000, 2, 5), R^2 train: 0.660, R^2 test: 0.266 Bootstrap CV 88, alpha = (3000, 2, 7), R^2 train: 0.585, R^2 test: 0.259 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.986, Explained Variance Score Train: 0.869 AUC Validation: 0.856, Explained Variance Score Validation: 0.290 AUC Test: 0.811, Explained Variance Score Test: 0.353 Running batch 7 of 7 with 4 nodes Bootstrap CV 98, alpha = (3000, 2, 1), R^2 train: 0.903, R^2 test: 0.145 Bootstrap CV 98, alpha = (3000, 2, 2), R^2 train: 0.846, R^2 test: 0.219 Bootstrap CV 98, alpha = (3000, 2, 5), R^2 train: 0.696, R^2 test: 0.269 Bootstrap CV 98, alpha = (3000, 2, 7), R^2 train: 0.628, R^2 test: 0.288 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.947, Explained Variance Score Train: 0.696 AUC Validation: 0.807, Explained Variance Score Validation: 0.294 AUC Test: 0.768, Explained Variance Score Test: 0.291 Bootstrap CV 97, alpha = (3000, 2, 1), R^2 train: 0.883, R^2 test: 0.195 Bootstrap CV 97, alpha = (3000, 2, 2), R^2 train: 0.782, R^2 test: 0.168 Bootstrap CV 97, alpha = (3000, 2, 5), R^2 train: 0.574, R^2 test: 0.171 Bootstrap CV 97, alpha = (3000, 2, 7), R^2 train: 0.504, R^2 test: 0.192 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.947, Explained Variance Score Train: 0.574 AUC Validation: 0.751, Explained Variance Score Validation: 0.213 AUC Test: 0.830, Explained Variance Score Test: 0.351 Bootstrap CV 99, alpha = (3000, 2, 1), R^2 train: 0.888, R^2 test: 0.170 Bootstrap CV 99, alpha = (3000, 2, 2), R^2 train: 0.832, R^2 test: 0.216 Bootstrap CV 99, alpha = (3000, 2, 5), R^2 train: 0.650, R^2 test: 0.243 Bootstrap CV 99, alpha = (3000, 2, 7), R^2 train: 0.570, R^2 test: 0.234 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.958, Explained Variance Score Train: 0.650 AUC Validation: 0.817, Explained Variance Score Validation: 0.311 AUC Test: 0.821, Explained Variance Score Test: 0.351 Bootstrap CV 96, alpha = (3000, 2, 1), R^2 train: 0.906, R^2 test: 0.002 Bootstrap CV 96, alpha = (3000, 2, 2), R^2 train: 0.858, R^2 test: 0.046 Bootstrap CV 96, alpha = (3000, 2, 5), R^2 train: 0.704, R^2 test: 0.140 Bootstrap CV 96, alpha = (3000, 2, 7), R^2 train: 0.618, R^2 test: 0.180 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.978, Explained Variance Score Train: 0.858 AUC Validation: 0.601, Explained Variance Score Validation: 0.050 AUC Test: 0.808, Explained Variance Score Test: 0.351 total Variables 32 and total subjects: 1698 ->AUC validation: 0.762 95% CI: [0.747 , 0.778] ->AUC test: 0.804 95% CI: [0.801 , 0.807] ->R^2 validation: 0.238 95% CI: [0.215 , 0.260] ->R^2 test: 0.332 95% CI: [0.327 , 0.336] ->Explained Variance validation: 0.228 95% CI: [0.206 , 0.251] ->Explained Variance test: 0.328 95% CI: [0.323 , 0.333] Test set metrics: @threshold:1.964, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:0.964, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:0.941, sens:0.000, spec:0.996, ppv:0.000, acc:0.835, f1:0.000, mcc:-0.026, total+:1, total-:338 @threshold:0.934, sens:0.018, spec:0.996, ppv:0.500, acc:0.838, f1:0.035, mcc:0.077, total+:2, total-:337 @threshold:0.919, sens:0.018, spec:0.993, ppv:0.333, acc:0.835, f1:0.034, mcc:0.024, total+:3, total-:336 @threshold:0.839, sens:0.036, spec:0.989, ppv:0.400, acc:0.835, f1:0.067, mcc:0.029, total+:5, total-:334 @threshold:0.760, sens:0.145, spec:0.986, ppv:0.667, acc:0.850, f1:0.239, mcc:0.071, total+:12, total-:327 @threshold:0.737, sens:0.164, spec:0.982, ppv:0.643, acc:0.850, f1:0.261, mcc:0.059, total+:14, total-:325 @threshold:0.673, sens:0.200, spec:0.979, ppv:0.647, acc:0.853, f1:0.306, mcc:0.055, total+:17, total-:322 @threshold:0.668, sens:0.218, spec:0.979, ppv:0.667, acc:0.855, f1:0.329, mcc:0.059, total+:18, total-:321 @threshold:0.652, sens:0.218, spec:0.975, ppv:0.632, acc:0.853, f1:0.324, mcc:0.048, total+:19, total-:320 @threshold:0.626, sens:0.236, spec:0.968, ppv:0.591, acc:0.850, f1:0.338, mcc:0.037, total+:22, total-:317 @threshold:0.602, sens:0.236, spec:0.965, ppv:0.565, acc:0.847, f1:0.333, mcc:0.032, total+:23, total-:316 @threshold:0.567, sens:0.255, spec:0.958, ppv:0.538, acc:0.844, f1:0.346, mcc:0.027, total+:26, total-:313 @threshold:0.513, sens:0.273, spec:0.954, ppv:0.536, acc:0.844, f1:0.361, mcc:0.026, total+:28, total-:311 @threshold:0.499, sens:0.291, spec:0.954, ppv:0.552, acc:0.847, f1:0.381, mcc:0.027, total+:29, total-:310 @threshold:0.483, sens:0.291, spec:0.951, ppv:0.533, acc:0.844, f1:0.376, mcc:0.025, total+:30, total-:309 @threshold:0.482, sens:0.309, spec:0.951, ppv:0.548, acc:0.847, f1:0.395, mcc:0.026, total+:31, total-:308 @threshold:0.474, sens:0.309, spec:0.947, ppv:0.531, acc:0.844, f1:0.391, mcc:0.024, total+:32, total-:307 @threshold:0.461, sens:0.327, spec:0.947, ppv:0.545, acc:0.847, f1:0.409, mcc:0.025, total+:33, total-:306 @threshold:0.423, sens:0.327, spec:0.944, ppv:0.529, acc:0.844, f1:0.404, mcc:0.023, total+:34, total-:305 @threshold:0.399, sens:0.345, spec:0.937, ppv:0.514, acc:0.841, f1:0.413, mcc:0.020, total+:37, total-:302 @threshold:0.394, sens:0.345, spec:0.933, ppv:0.500, acc:0.838, f1:0.409, mcc:0.019, total+:38, total-:301 @threshold:0.382, sens:0.364, spec:0.930, ppv:0.500, acc:0.838, f1:0.421, mcc:0.018, total+:40, total-:299 @threshold:0.357, sens:0.400, spec:0.926, ppv:0.512, acc:0.841, f1:0.449, mcc:0.019, total+:43, total-:296 @threshold:0.349, sens:0.418, spec:0.926, ppv:0.523, acc:0.844, f1:0.465, mcc:0.020, total+:44, total-:295 @threshold:0.314, sens:0.418, spec:0.923, ppv:0.511, acc:0.841, f1:0.460, mcc:0.019, total+:45, total-:294 @threshold:0.305, sens:0.436, spec:0.919, ppv:0.511, acc:0.841, f1:0.471, mcc:0.018, total+:47, total-:292 @threshold:0.301, sens:0.455, spec:0.915, ppv:0.510, acc:0.841, f1:0.481, mcc:0.018, total+:49, total-:290 @threshold:0.300, sens:0.473, spec:0.915, ppv:0.520, acc:0.844, f1:0.495, mcc:0.019, total+:50, total-:289 @threshold:0.300, sens:0.473, spec:0.912, ppv:0.510, acc:0.841, f1:0.491, mcc:0.018, total+:51, total-:288 @threshold:0.281, sens:0.491, spec:0.908, ppv:0.509, acc:0.841, f1:0.500, mcc:0.017, total+:53, total-:286 @threshold:0.280, sens:0.491, spec:0.905, ppv:0.500, acc:0.838, f1:0.495, mcc:0.016, total+:54, total-:285 @threshold:0.269, sens:0.509, spec:0.894, ppv:0.483, acc:0.832, f1:0.496, mcc:0.015, total+:58, total-:281 @threshold:0.267, sens:0.509, spec:0.891, ppv:0.475, acc:0.829, f1:0.491, mcc:0.014, total+:59, total-:280 @threshold:0.250, sens:0.527, spec:0.887, ppv:0.475, acc:0.829, f1:0.500, mcc:0.014, total+:61, total-:278 @threshold:0.238, sens:0.545, spec:0.884, ppv:0.476, acc:0.829, f1:0.508, mcc:0.014, total+:63, total-:276 @threshold:0.233, sens:0.564, spec:0.884, ppv:0.484, acc:0.832, f1:0.521, mcc:0.014, total+:64, total-:275 @threshold:0.232, sens:0.564, spec:0.880, ppv:0.477, acc:0.829, f1:0.517, mcc:0.014, total+:65, total-:274 @threshold:0.225, sens:0.582, spec:0.877, ppv:0.478, acc:0.829, f1:0.525, mcc:0.014, total+:67, total-:272 @threshold:0.221, sens:0.582, spec:0.873, ppv:0.471, acc:0.826, f1:0.520, mcc:0.013, total+:68, total-:271 @threshold:0.209, sens:0.600, spec:0.870, ppv:0.471, acc:0.826, f1:0.528, mcc:0.013, total+:70, total-:269 @threshold:0.208, sens:0.600, spec:0.866, ppv:0.465, acc:0.823, f1:0.524, mcc:0.012, total+:71, total-:268 @threshold:0.179, sens:0.618, spec:0.852, ppv:0.447, acc:0.814, f1:0.519, mcc:0.011, total+:76, total-:263 @threshold:0.178, sens:0.618, spec:0.849, ppv:0.442, acc:0.811, f1:0.515, mcc:0.011, total+:77, total-:262 @threshold:0.176, sens:0.636, spec:0.845, ppv:0.443, acc:0.811, f1:0.522, mcc:0.011, total+:79, total-:260 @threshold:0.173, sens:0.655, spec:0.842, ppv:0.444, acc:0.811, f1:0.529, mcc:0.011, total+:81, total-:258 @threshold:0.117, sens:0.673, spec:0.813, ppv:0.411, acc:0.791, f1:0.510, mcc:0.009, total+:90, total-:249 @threshold:0.115, sens:0.673, spec:0.810, ppv:0.407, acc:0.788, f1:0.507, mcc:0.009, total+:91, total-:248 @threshold:0.084, sens:0.691, spec:0.792, ppv:0.392, acc:0.776, f1:0.500, mcc:0.008, total+:97, total-:242 @threshold:0.075, sens:0.709, spec:0.789, ppv:0.394, acc:0.776, f1:0.506, mcc:0.008, total+:99, total-:240 @threshold:-0.015, sens:0.727, spec:0.715, ppv:0.331, acc:0.717, f1:0.455, mcc:0.005, total+:121, total-:218 @threshold:-0.017, sens:0.727, spec:0.711, ppv:0.328, acc:0.714, f1:0.452, mcc:0.005, total+:122, total-:217 @threshold:-0.061, sens:0.745, spec:0.687, ppv:0.315, acc:0.696, f1:0.443, mcc:0.005, total+:130, total-:209 @threshold:-0.062, sens:0.745, spec:0.683, ppv:0.313, acc:0.693, f1:0.441, mcc:0.005, total+:131, total-:208 @threshold:-0.066, sens:0.764, spec:0.676, ppv:0.313, acc:0.690, f1:0.444, mcc:0.005, total+:134, total-:205 @threshold:-0.070, sens:0.764, spec:0.673, ppv:0.311, acc:0.687, f1:0.442, mcc:0.004, total+:135, total-:204 @threshold:-0.082, sens:0.782, spec:0.658, ppv:0.307, acc:0.678, f1:0.441, mcc:0.004, total+:140, total-:199 @threshold:-0.083, sens:0.782, spec:0.655, ppv:0.305, acc:0.676, f1:0.439, mcc:0.004, total+:141, total-:198 @threshold:-0.111, sens:0.800, spec:0.620, ppv:0.289, acc:0.649, f1:0.425, mcc:0.004, total+:152, total-:187 @threshold:-0.111, sens:0.800, spec:0.616, ppv:0.288, acc:0.646, f1:0.423, mcc:0.004, total+:153, total-:186 @threshold:-0.142, sens:0.818, spec:0.581, ppv:0.274, acc:0.619, f1:0.411, mcc:0.003, total+:164, total-:175 @threshold:-0.145, sens:0.818, spec:0.577, ppv:0.273, acc:0.617, f1:0.409, mcc:0.003, total+:165, total-:174 @threshold:-0.149, sens:0.836, spec:0.577, ppv:0.277, acc:0.619, f1:0.416, mcc:0.003, total+:166, total-:173 @threshold:-0.150, sens:0.855, spec:0.574, ppv:0.280, acc:0.619, f1:0.422, mcc:0.004, total+:168, total-:171 @threshold:-0.163, sens:0.873, spec:0.553, ppv:0.274, acc:0.605, f1:0.417, mcc:0.003, total+:175, total-:164 @threshold:-0.164, sens:0.873, spec:0.549, ppv:0.273, acc:0.602, f1:0.416, mcc:0.003, total+:176, total-:163 @threshold:-0.168, sens:0.891, spec:0.539, ppv:0.272, acc:0.596, f1:0.417, mcc:0.003, total+:180, total-:159 @threshold:-0.168, sens:0.891, spec:0.535, ppv:0.271, acc:0.593, f1:0.415, mcc:0.003, total+:181, total-:158 @threshold:-0.177, sens:0.909, spec:0.528, ppv:0.272, acc:0.590, f1:0.418, mcc:0.003, total+:184, total-:155 @threshold:-0.179, sens:0.909, spec:0.525, ppv:0.270, acc:0.587, f1:0.417, mcc:0.003, total+:185, total-:154 @threshold:-0.198, sens:0.927, spec:0.507, ppv:0.267, acc:0.575, f1:0.415, mcc:0.003, total+:191, total-:148 @threshold:-0.206, sens:0.927, spec:0.504, ppv:0.266, acc:0.572, f1:0.413, mcc:0.003, total+:192, total-:147 @threshold:-0.229, sens:0.945, spec:0.468, ppv:0.256, acc:0.546, f1:0.403, mcc:0.003, total+:203, total-:136 @threshold:-0.229, sens:0.945, spec:0.465, ppv:0.255, acc:0.543, f1:0.402, mcc:0.003, total+:204, total-:135 @threshold:-0.260, sens:0.945, spec:0.415, ppv:0.239, acc:0.501, f1:0.381, mcc:0.003, total+:218, total-:121 @threshold:-0.262, sens:0.945, spec:0.412, ppv:0.237, acc:0.499, f1:0.380, mcc:0.003, total+:219, total-:120 @threshold:-0.328, sens:0.964, spec:0.345, ppv:0.222, acc:0.445, f1:0.361, mcc:0.002, total+:239, total-:100 @threshold:-0.332, sens:0.964, spec:0.342, ppv:0.221, acc:0.442, f1:0.359, mcc:0.002, total+:240, total-:99 @threshold:-0.335, sens:0.982, spec:0.338, ppv:0.223, acc:0.442, f1:0.364, mcc:0.002, total+:242, total-:97 @threshold:-0.337, sens:0.982, spec:0.335, ppv:0.222, acc:0.440, f1:0.362, mcc:0.002, total+:243, total-:96 @threshold:-1.025, sens:1.000, spec:0.004, ppv:0.163, acc:0.165, f1:0.280, mcc:0.001, total+:338, total-:1 * Vital: BMI-latest | coef 0.122 95% CI: [0.108 , 0.135] | OR_adj 1.129 [1.114 1.145] | occ: 1621 | OR_unadj: 4.766 [3.528 6.438] | indivs AUC:0.795 Correlated most with: Number of Visits:0.036 MatDeliveryAge:0.001 * Vital: BMI-avg19to24 | coef 0.075 95% CI: [0.064 , 0.086] | OR_adj 1.078 [1.066 1.090] | occ: 1354 | OR_unadj: 4.046 [3.062 5.347] | indivs AUC:0.772 Correlated most with: Number of Visits:-0.034 MatDeliveryAge:-0.013 * Vital: Wt for Length ZScore-gain0to24 | coef 0.058 95% CI: [0.052 , 0.064] | OR_adj 1.059 [1.053 1.066] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.783 Correlated most with: Number of Visits:0.070 MatDeliveryAge:-0.004 * Vital: Wt for Length ZScore-latest | coef 0.057 95% CI: [0.051 , 0.063] | OR_adj 1.058 [1.052 1.065] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.783 Correlated most with: Number of Visits:0.070 MatDeliveryAge:-0.004 * Vital: BMI-avg13to16 | coef 0.054 95% CI: [0.046 , 0.062] | OR_adj 1.055 [1.047 1.064] | occ: 1286 | OR_unadj: 3.814 [2.889 5.036] | indivs AUC:0.725 Correlated most with: Number of Visits:-0.026 MatDeliveryAge:-0.005 * Vital: BMI-avg16to19 | coef 0.050 95% CI: [0.041 , 0.059] | OR_adj 1.051 [1.042 1.061] | occ: 1269 | OR_unadj: 3.131 [2.385 4.111] | indivs AUC:0.792 Correlated most with: Number of Visits:-0.043 MatDeliveryAge:-0.021 * Vital: BMI-gain0to24 | coef 0.050 95% CI: [0.041 , 0.058] | OR_adj 1.051 [1.042 1.059] | occ: 1338 | OR_unadj: 3.923 [2.973 5.177] | indivs AUC:0.778 Correlated most with: Number of Visits:-0.031 MatDeliveryAge:-0.010 * Vital: Wt-latest | coef 0.039 95% CI: [0.033 , 0.045] | OR_adj 1.039 [1.033 1.046] | occ: 1626 | OR_unadj: 3.500 [2.571 4.766] | indivs AUC:0.761 Correlated most with: Number of Visits:0.377 MatDeliveryAge:0.048 * Vital: Wt for Length ZScore-avg16to19 | coef 0.037 95% CI: [0.032 , 0.042] | OR_adj 1.037 [1.032 1.043] | occ: 1267 | OR_unadj: 3.111 [2.368 4.088] | indivs AUC:0.781 Correlated most with: MatDeliveryAge:-0.034 Number of Visits:-0.019 MatDeliveryAge | coef 0.034 95% CI: [0.031 , 0.038] | OR_adj 1.035 [1.031 1.038] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.518 Correlated most with: MatDeliveryAge:1.000 Number of Visits:0.088 * Vital: Wt for Len Percentile-avg13to16 | coef 0.034 95% CI: [0.029 , 0.039] | OR_adj 1.035 [1.029 1.040] | occ: 1286 | OR_unadj: 3.426 [2.597 4.520] | indivs AUC:0.718 Correlated most with: MatDeliveryAge:-0.021 Number of Visits:-0.019 * Vital: Wt-gain0to24 | coef 0.034 95% CI: [0.028 , 0.040] | OR_adj 1.034 [1.028 1.041] | occ: 1357 | OR_unadj: 3.724 [2.823 4.912] | indivs AUC:0.775 Correlated most with: Number of Visits:0.004 MatDeliveryAge:-0.003 * Vital: Wt-avg16to19 | coef 0.031 95% CI: [0.026 , 0.036] | OR_adj 1.032 [1.026 1.037] | occ: 1298 | OR_unadj: 3.060 [2.331 4.017] | indivs AUC:0.736 Correlated most with: MatDeliveryAge:-0.040 Number of Visits:-0.014 * Vital: Wt for Length Zscore-avg10to13 | coef 0.029 95% CI: [0.025 , 0.032] | OR_adj 1.029 [1.026 1.032] | occ: 1381 | OR_unadj: 2.955 [2.245 3.890] | indivs AUC:0.694 Correlated most with: Number of Visits:-0.042 MatDeliveryAge:-0.028 * Number of Visits | coef 0.028 95% CI: [0.025 , 0.031] | OR_adj 1.029 [1.026 1.032] | occ: 1645 | OR_unadj: 0.708 [0.535 0.936] | indivs AUC:0.478 Correlated most with: Number of Visits:1.000 MatDeliveryAge:0.088 * Vital: Wt for Length ZScore-avg3to5 | coef 0.027 95% CI: [0.024 , 0.030] | OR_adj 1.027 [1.024 1.030] | occ: 1299 | OR_unadj: 1.902 [1.455 2.486] | indivs AUC:0.604 Correlated most with: Number of Visits:-0.013 MatDeliveryAge:-0.002 * Vital: BMI-gain7to13 | coef 0.021 95% CI: [0.018 , 0.024] | OR_adj 1.022 [1.019 1.025] | occ: 1475 | OR_unadj: 1.324 [1.001 1.752] | indivs AUC:0.542 Correlated most with: MatDeliveryAge:-0.015 Number of Visits:-0.005 Vital: Wt for Length ZScore-gain5to10 | coef 0.019 95% CI: [0.018 , 0.021] | OR_adj 1.020 [1.018 1.021] | occ: 1438 | OR_unadj: 1.002 [0.766 1.310] | indivs AUC:0.523 Correlated most with: Number of Visits:0.013 MatDeliveryAge:-0.004 * Vital: Wt Percentile-latest | coef 0.019 95% CI: [0.016 , 0.023] | OR_adj 1.020 [1.016 1.023] | occ: 1028 | OR_unadj: 2.134 [1.631 2.792] | indivs AUC:0.737 Correlated most with: Number of Visits:0.019 MatDeliveryAge:0.002 * Vital: Wt for Length ZScore-avg1to3 | coef 0.019 95% CI: [0.017 , 0.021] | OR_adj 1.020 [1.018 1.022] | occ: 1348 | OR_unadj: 1.471 [1.126 1.921] | indivs AUC:0.589 Correlated most with: MatDeliveryAge:0.021 Number of Visits:-0.019 Vital: Temp-latest | coef 0.019 95% CI: [0.017 , 0.020] | OR_adj 1.019 [1.018 1.021] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.465 Correlated most with: Number of Visits:0.015 MatDeliveryAge:-0.011 * Vital: Wt-gain7to13 | coef 0.019 95% CI: [0.017 , 0.020] | OR_adj 1.019 [1.017 1.020] | occ: 1465 | OR_unadj: 1.582 [1.200 2.085] | indivs AUC:0.584 Correlated most with: Number of Visits:0.013 MatDeliveryAge:0.002 Vital: Wt for Length ZScore-gain7to13 | coef 0.018 95% CI: [0.017 , 0.020] | OR_adj 1.019 [1.017 1.020] | occ: 1460 | OR_unadj: 1.296 [0.993 1.692] | indivs AUC:0.536 Correlated most with: Number of Visits:-0.023 MatDeliveryAge:-0.020 Vital: Temp-avg0to1 | coef 0.017 95% CI: [0.016 , 0.019] | OR_adj 1.017 [1.016 1.019] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.490 Correlated most with: Number of Visits:0.044 MatDeliveryAge:0.000 Vital: Ht-avg10to13 | coef 0.016 95% CI: [0.014 , 0.018] | OR_adj 1.016 [1.015 1.018] | occ: 1381 | OR_unadj: 1.307 [0.998 1.712] | indivs AUC:0.544 Correlated most with: Number of Visits:0.027 MatDeliveryAge:-0.007 * Vital: Ht-gain7to13 | coef 0.015 95% CI: [0.013 , 0.016] | OR_adj 1.015 [1.014 1.016] | occ: 1451 | OR_unadj: 1.379 [1.027 1.851] | indivs AUC:0.532 Correlated most with: MatDeliveryAge:-0.009 Number of Visits:0.003 Vital: HC-gain3to7 | coef 0.013 95% CI: [0.011 , 0.014] | OR_adj 1.013 [1.011 1.014] | occ: 1310 | OR_unadj: 1.076 [0.825 1.404] | indivs AUC:0.578 Correlated most with: MatDeliveryAge:0.026 Number of Visits:0.022 Vital: HC-gain5to10 | coef 0.012 95% CI: [0.010 , 0.013] | OR_adj 1.012 [1.011 1.013] | occ: 1305 | OR_unadj: 1.028 [0.772 1.370] | indivs AUC:0.434 Correlated most with: MatDeliveryAge:-0.042 Number of Visits:0.034 * Vital: Wt Change-latest | coef 0.011 95% CI: [0.010 , 0.013] | OR_adj 1.011 [1.010 1.013] | occ: 979 | OR_unadj: 1.660 [1.219 2.259] | indivs AUC:0.608 Correlated most with: Number of Visits:-0.181 MatDeliveryAge:-0.023 * Vital: Wt Change-avg19to24 | coef 0.010 95% CI: [0.009 , 0.012] | OR_adj 1.011 [1.009 1.012] | occ: 880 | OR_unadj: 2.064 [1.510 2.823] | indivs AUC:0.612 Correlated most with: Number of Visits:-0.186 MatDeliveryAge:-0.023 Vital: Ht Percentile-gain16to24 | coef 0.010 95% CI: [0.009 , 0.012] | OR_adj 1.010 [1.009 1.012] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.554 Correlated most with: MatDeliveryAge:-0.039 Number of Visits:0.006 Vital: Wt Change-avg7to10 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 515 | OR_unadj: 0.986 [0.640 1.520] | indivs AUC:0.446 Correlated most with: Number of Visits:-0.042 MatDeliveryAge:-0.026 Vital : 0.937565461884 MatDeliveryAge : 0.0342003930516 Number of Visits : 0.028234145064 Time to run analysis 0:08:18.333939 Total Time elapsed 17:03:49.820343 ----------------------------------------------------- girls lasso_fts no_census gradientboost regression Running batch 1 of 7 with 16 nodes Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.799, R^2 test: 0.345 Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.842, R^2 test: 0.357 Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.844, R^2 test: 0.352 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.938, Explained Variance Score Train: 0.861 AUC Validation: 0.848, Explained Variance Score Validation: 0.363 AUC Test: 0.796, Explained Variance Score Test: 0.331 Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.766, R^2 test: 0.264 Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.812, R^2 test: 0.298 Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.832, R^2 test: 0.309 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.937, Explained Variance Score Train: 0.812 AUC Validation: 0.815, Explained Variance Score Validation: 0.310 AUC Test: 0.816, Explained Variance Score Test: 0.315 Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.839, R^2 test: 0.287 Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.881, R^2 test: 0.278 Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.874, R^2 test: 0.272 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.838 AUC Validation: 0.774, Explained Variance Score Validation: 0.335 AUC Test: 0.809, Explained Variance Score Test: 0.340 Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.817, R^2 test: 0.239 Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.847, R^2 test: 0.227 Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.869, R^2 test: 0.229 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.935, Explained Variance Score Train: 0.851 AUC Validation: 0.687, Explained Variance Score Validation: 0.222 AUC Test: 0.808, Explained Variance Score Test: 0.312 Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.756, R^2 test: 0.347 Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.807, R^2 test: 0.375 Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.887, R^2 test: 0.340 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.954, Explained Variance Score Train: 0.889 AUC Validation: 0.864, Explained Variance Score Validation: 0.344 AUC Test: 0.783, Explained Variance Score Test: 0.342 Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.695, R^2 test: 0.155 Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.776, R^2 test: 0.159 Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.783, R^2 test: 0.152 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.972, Explained Variance Score Train: 0.795 AUC Validation: 0.675, Explained Variance Score Validation: 0.195 AUC Test: 0.813, Explained Variance Score Test: 0.335 Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.796, R^2 test: 0.383 Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.826, R^2 test: 0.377 Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.869, R^2 test: 0.401 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.785 AUC Validation: 0.807, Explained Variance Score Validation: 0.383 AUC Test: 0.799, Explained Variance Score Test: 0.305 Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.746, R^2 test: 0.193 Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.717, R^2 test: 0.175 Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.784, R^2 test: 0.192 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.952, Explained Variance Score Train: 0.754 AUC Validation: 0.678, Explained Variance Score Validation: 0.212 AUC Test: 0.813, Explained Variance Score Test: 0.343 Bootstrap CV 14, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.815, R^2 test: 0.156 Bootstrap CV 14, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.833, R^2 test: 0.153 Bootstrap CV 14, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.844, R^2 test: 0.119 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.950, Explained Variance Score Train: 0.828 AUC Validation: 0.719, Explained Variance Score Validation: 0.172 AUC Test: 0.769, Explained Variance Score Test: 0.308 Bootstrap CV 13, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.788, R^2 test: 0.102 Bootstrap CV 13, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.843, R^2 test: 0.123 Bootstrap CV 13, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.869, R^2 test: 0.136 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.946, Explained Variance Score Train: 0.855 AUC Validation: 0.673, Explained Variance Score Validation: 0.234 AUC Test: 0.790, Explained Variance Score Test: 0.286 Bootstrap CV 11, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.706, R^2 test: 0.221 Bootstrap CV 11, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.754, R^2 test: 0.253 Bootstrap CV 11, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.783, R^2 test: 0.206 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.962, Explained Variance Score Train: 0.800 AUC Validation: 0.798, Explained Variance Score Validation: 0.250 AUC Test: 0.817, Explained Variance Score Test: 0.360 Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.611, R^2 test: 0.241 Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.701, R^2 test: 0.251 Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.714, R^2 test: 0.318 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.952, Explained Variance Score Train: 0.715 AUC Validation: 0.779, Explained Variance Score Validation: 0.295 AUC Test: 0.817, Explained Variance Score Test: 0.315 Bootstrap CV 12, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.724, R^2 test: 0.168 Bootstrap CV 12, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.674, R^2 test: 0.183 Bootstrap CV 12, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.781, R^2 test: 0.142 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.942, Explained Variance Score Train: 0.734 AUC Validation: 0.615, Explained Variance Score Validation: 0.151 AUC Test: 0.776, Explained Variance Score Test: 0.246 Bootstrap CV 15, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.701, R^2 test: 0.275 Bootstrap CV 15, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.744, R^2 test: 0.286 Bootstrap CV 15, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.743, R^2 test: 0.344 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.969, Explained Variance Score Train: 0.791 AUC Validation: 0.681, Explained Variance Score Validation: 0.280 AUC Test: 0.794, Explained Variance Score Test: 0.333 Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.750, R^2 test: 0.219 Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.837, R^2 test: 0.240 Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.888, R^2 test: 0.253 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.941, Explained Variance Score Train: 0.878 AUC Validation: 0.788, Explained Variance Score Validation: 0.295 AUC Test: 0.800, Explained Variance Score Test: 0.344 Bootstrap CV 10, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.786, R^2 test: 0.170 Bootstrap CV 10, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.855, R^2 test: 0.128 Bootstrap CV 10, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.863, R^2 test: 0.178 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.945, Explained Variance Score Train: 0.861 AUC Validation: 0.698, Explained Variance Score Validation: 0.260 AUC Test: 0.832, Explained Variance Score Test: 0.340 Running batch 2 of 7 with 16 nodes Bootstrap CV 24, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.784, R^2 test: 0.318 Bootstrap CV 24, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.828, R^2 test: 0.324 Bootstrap CV 24, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.845, R^2 test: 0.337 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.943, Explained Variance Score Train: 0.800 AUC Validation: 0.760, Explained Variance Score Validation: 0.338 AUC Test: 0.796, Explained Variance Score Test: 0.291 Bootstrap CV 22, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.802, R^2 test: 0.203 Bootstrap CV 22, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.816, R^2 test: 0.178 Bootstrap CV 22, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.832, R^2 test: 0.190 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.961, Explained Variance Score Train: 0.819 AUC Validation: 0.760, Explained Variance Score Validation: 0.220 AUC Test: 0.820, Explained Variance Score Test: 0.338 Bootstrap CV 17, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.830, R^2 test: 0.256 Bootstrap CV 17, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.855, R^2 test: 0.267 Bootstrap CV 17, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.855, R^2 test: 0.249 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.933, Explained Variance Score Train: 0.863 AUC Validation: 0.844, Explained Variance Score Validation: 0.324 AUC Test: 0.794, Explained Variance Score Test: 0.319 Bootstrap CV 29, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.731, R^2 test: 0.302 Bootstrap CV 29, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.755, R^2 test: 0.276 Bootstrap CV 29, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.790, R^2 test: 0.292 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.910, Explained Variance Score Train: 0.733 AUC Validation: 0.755, Explained Variance Score Validation: 0.323 AUC Test: 0.795, Explained Variance Score Test: 0.267 Bootstrap CV 30, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.746, R^2 test: 0.216 Bootstrap CV 30, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.831, R^2 test: 0.153 Bootstrap CV 30, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.842, R^2 test: 0.151 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.961, Explained Variance Score Train: 0.797 AUC Validation: 0.711, Explained Variance Score Validation: 0.212 AUC Test: 0.789, Explained Variance Score Test: 0.296 Bootstrap CV 31, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.731, R^2 test: 0.061 Bootstrap CV 31, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.747, R^2 test: 0.042 Bootstrap CV 31, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.796, R^2 test: 0.048 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.940, Explained Variance Score Train: 0.771 AUC Validation: 0.622, Explained Variance Score Validation: 0.050 AUC Test: 0.821, Explained Variance Score Test: 0.324 Bootstrap CV 26, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.747, R^2 test: 0.229 Bootstrap CV 26, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.807, R^2 test: 0.234 Bootstrap CV 26, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.786, R^2 test: 0.211 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.943, Explained Variance Score Train: 0.751 AUC Validation: 0.715, Explained Variance Score Validation: 0.253 AUC Test: 0.799, Explained Variance Score Test: 0.272 Bootstrap CV 21, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.791, R^2 test: 0.231 Bootstrap CV 21, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.809, R^2 test: 0.215 Bootstrap CV 21, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.843, R^2 test: 0.224 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.965, Explained Variance Score Train: 0.838 AUC Validation: 0.716, Explained Variance Score Validation: 0.234 AUC Test: 0.783, Explained Variance Score Test: 0.271 Bootstrap CV 20, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.760, R^2 test: 0.341 Bootstrap CV 20, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.798, R^2 test: 0.315 Bootstrap CV 20, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.866, R^2 test: 0.323 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.959, Explained Variance Score Train: 0.813 AUC Validation: 0.736, Explained Variance Score Validation: 0.341 AUC Test: 0.833, Explained Variance Score Test: 0.389 Bootstrap CV 18, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.816, R^2 test: 0.217 Bootstrap CV 18, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.891, R^2 test: 0.200 Bootstrap CV 18, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.908, R^2 test: 0.184 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.975, Explained Variance Score Train: 0.890 AUC Validation: 0.756, Explained Variance Score Validation: 0.183 AUC Test: 0.787, Explained Variance Score Test: 0.351 Bootstrap CV 27, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.825, R^2 test: 0.296 Bootstrap CV 27, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.878, R^2 test: 0.281 Bootstrap CV 27, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.903, R^2 test: 0.291 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.973, Explained Variance Score Train: 0.871 AUC Validation: 0.784, Explained Variance Score Validation: 0.300 AUC Test: 0.799, Explained Variance Score Test: 0.342 Bootstrap CV 25, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.753, R^2 test: 0.282 Bootstrap CV 25, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.758, R^2 test: 0.275 Bootstrap CV 25, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.811, R^2 test: 0.284 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.919, Explained Variance Score Train: 0.807 AUC Validation: 0.787, Explained Variance Score Validation: 0.299 AUC Test: 0.781, Explained Variance Score Test: 0.339 Bootstrap CV 23, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.645, R^2 test: 0.235 Bootstrap CV 23, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.700, R^2 test: 0.213 Bootstrap CV 23, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.702, R^2 test: 0.226 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.919, Explained Variance Score Train: 0.720 AUC Validation: 0.709, Explained Variance Score Validation: 0.232 AUC Test: 0.795, Explained Variance Score Test: 0.279 Bootstrap CV 28, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.586, R^2 test: 0.258 Bootstrap CV 28, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.624, R^2 test: 0.286 Bootstrap CV 28, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.638, R^2 test: 0.283 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.913, Explained Variance Score Train: 0.649 AUC Validation: 0.742, Explained Variance Score Validation: 0.294 AUC Test: 0.788, Explained Variance Score Test: 0.339 Bootstrap CV 19, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.757, R^2 test: 0.181 Bootstrap CV 19, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.812, R^2 test: 0.215 Bootstrap CV 19, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.832, R^2 test: 0.232 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.961, Explained Variance Score Train: 0.820 AUC Validation: 0.745, Explained Variance Score Validation: 0.309 AUC Test: 0.794, Explained Variance Score Test: 0.293 Bootstrap CV 16, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.697, R^2 test: 0.100 Bootstrap CV 16, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.789, R^2 test: 0.125 Bootstrap CV 16, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.816, R^2 test: 0.100 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.960, Explained Variance Score Train: 0.832 AUC Validation: 0.642, Explained Variance Score Validation: 0.111 AUC Test: 0.806, Explained Variance Score Test: 0.297 Running batch 3 of 7 with 16 nodes Bootstrap CV 34, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.779, R^2 test: 0.186 Bootstrap CV 34, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.821, R^2 test: 0.142 Bootstrap CV 34, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.853, R^2 test: 0.041 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.974, Explained Variance Score Train: 0.853 AUC Validation: 0.736, Explained Variance Score Validation: 0.076 AUC Test: 0.816, Explained Variance Score Test: 0.352 Bootstrap CV 38, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.729, R^2 test: 0.133 Bootstrap CV 38, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.789, R^2 test: 0.128 Bootstrap CV 38, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.835, R^2 test: 0.096 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.942, Explained Variance Score Train: 0.780 AUC Validation: 0.765, Explained Variance Score Validation: 0.180 AUC Test: 0.800, Explained Variance Score Test: 0.329 Bootstrap CV 37, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.714, R^2 test: 0.184 Bootstrap CV 37, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.797, R^2 test: 0.200 Bootstrap CV 37, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.830, R^2 test: 0.263 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.937, Explained Variance Score Train: 0.791 AUC Validation: 0.692, Explained Variance Score Validation: 0.258 AUC Test: 0.805, Explained Variance Score Test: 0.298 Bootstrap CV 41, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.681, R^2 test: 0.310 Bootstrap CV 41, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.743, R^2 test: 0.276 Bootstrap CV 41, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.789, R^2 test: 0.332 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.946, Explained Variance Score Train: 0.750 AUC Validation: 0.757, Explained Variance Score Validation: 0.317 AUC Test: 0.813, Explained Variance Score Test: 0.346 Bootstrap CV 32, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.695, R^2 test: 0.375 Bootstrap CV 32, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.756, R^2 test: 0.370 Bootstrap CV 32, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.824, R^2 test: 0.369 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.908, Explained Variance Score Train: 0.830 AUC Validation: 0.765, Explained Variance Score Validation: 0.403 AUC Test: 0.786, Explained Variance Score Test: 0.253 Bootstrap CV 47, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.654, R^2 test: 0.214 Bootstrap CV 47, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.803, R^2 test: 0.188 Bootstrap CV 47, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.833, R^2 test: 0.187 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.944, Explained Variance Score Train: 0.754 AUC Validation: 0.763, Explained Variance Score Validation: 0.165 AUC Test: 0.809, Explained Variance Score Test: 0.320 Bootstrap CV 36, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.653, R^2 test: 0.089 Bootstrap CV 36, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.799, R^2 test: 0.147 Bootstrap CV 36, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.833, R^2 test: 0.035 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.937, Explained Variance Score Train: 0.806 AUC Validation: 0.661, Explained Variance Score Validation: 0.114 AUC Test: 0.808, Explained Variance Score Test: 0.319 Bootstrap CV 46, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.771, R^2 test: 0.352 Bootstrap CV 46, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.818, R^2 test: 0.367 Bootstrap CV 46, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.852, R^2 test: 0.376 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.929, Explained Variance Score Train: 0.820 AUC Validation: 0.890, Explained Variance Score Validation: 0.338 AUC Test: 0.799, Explained Variance Score Test: 0.268 Bootstrap CV 44, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.708, R^2 test: 0.267 Bootstrap CV 44, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.796, R^2 test: 0.285 Bootstrap CV 44, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.857, R^2 test: 0.279 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.939, Explained Variance Score Train: 0.801 AUC Validation: 0.776, Explained Variance Score Validation: 0.279 AUC Test: 0.821, Explained Variance Score Test: 0.332 Bootstrap CV 42, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.593, R^2 test: 0.181 Bootstrap CV 42, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.614, R^2 test: 0.167 Bootstrap CV 42, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.813, R^2 test: 0.239 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.960, Explained Variance Score Train: 0.739 AUC Validation: 0.831, Explained Variance Score Validation: 0.262 AUC Test: 0.789, Explained Variance Score Test: 0.317 Bootstrap CV 35, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.744, R^2 test: 0.168 Bootstrap CV 35, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.865, R^2 test: 0.146 Bootstrap CV 35, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.876, R^2 test: 0.098 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.933, Explained Variance Score Train: 0.842 AUC Validation: 0.715, Explained Variance Score Validation: 0.173 AUC Test: 0.791, Explained Variance Score Test: 0.319 Bootstrap CV 45, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.747, R^2 test: 0.193 Bootstrap CV 45, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.786, R^2 test: 0.222 Bootstrap CV 45, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.829, R^2 test: 0.213 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.935, Explained Variance Score Train: 0.797 AUC Validation: 0.734, Explained Variance Score Validation: 0.274 AUC Test: 0.817, Explained Variance Score Test: 0.276 Bootstrap CV 43, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.704, R^2 test: 0.292 Bootstrap CV 43, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.741, R^2 test: 0.314 Bootstrap CV 43, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.749, R^2 test: 0.329 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.971, Explained Variance Score Train: 0.778 AUC Validation: 0.868, Explained Variance Score Validation: 0.328 AUC Test: 0.806, Explained Variance Score Test: 0.322 Bootstrap CV 39, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.824, R^2 test: 0.222 Bootstrap CV 39, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.846, R^2 test: 0.211 Bootstrap CV 39, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.877, R^2 test: 0.152 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.962, Explained Variance Score Train: 0.860 AUC Validation: 0.700, Explained Variance Score Validation: 0.195 AUC Test: 0.812, Explained Variance Score Test: 0.300 Bootstrap CV 33, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.723, R^2 test: 0.295 Bootstrap CV 33, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.779, R^2 test: 0.293 Bootstrap CV 33, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.828, R^2 test: 0.318 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.938, Explained Variance Score Train: 0.816 AUC Validation: 0.809, Explained Variance Score Validation: 0.361 AUC Test: 0.804, Explained Variance Score Test: 0.292 Bootstrap CV 40, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.769, R^2 test: 0.071 Bootstrap CV 40, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.846, R^2 test: 0.101 Bootstrap CV 40, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.849, R^2 test: 0.093 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.952, Explained Variance Score Train: 0.865 AUC Validation: 0.655, Explained Variance Score Validation: 0.131 AUC Test: 0.783, Explained Variance Score Test: 0.227 Running batch 4 of 7 with 16 nodes Bootstrap CV 56, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.873, R^2 test: 0.182 Bootstrap CV 56, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.896, R^2 test: 0.174 Bootstrap CV 56, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.906, R^2 test: 0.190 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.965, Explained Variance Score Train: 0.915 AUC Validation: 0.711, Explained Variance Score Validation: 0.194 AUC Test: 0.800, Explained Variance Score Test: 0.353 Bootstrap CV 51, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.812, R^2 test: 0.126 Bootstrap CV 51, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.856, R^2 test: 0.095 Bootstrap CV 51, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.855, R^2 test: 0.099 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.943, Explained Variance Score Train: 0.808 AUC Validation: 0.764, Explained Variance Score Validation: 0.079 AUC Test: 0.814, Explained Variance Score Test: 0.291 Bootstrap CV 49, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.723, R^2 test: 0.237 Bootstrap CV 49, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.813, R^2 test: 0.215 Bootstrap CV 49, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.811, R^2 test: 0.165 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.914, Explained Variance Score Train: 0.792 AUC Validation: 0.860, Explained Variance Score Validation: 0.180 AUC Test: 0.789, Explained Variance Score Test: 0.281 Bootstrap CV 48, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.694, R^2 test: 0.269 Bootstrap CV 48, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.802, R^2 test: 0.321 Bootstrap CV 48, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.834, R^2 test: 0.292 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.946, Explained Variance Score Train: 0.807 AUC Validation: 0.823, Explained Variance Score Validation: 0.338 AUC Test: 0.826, Explained Variance Score Test: 0.331 Bootstrap CV 58, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.702, R^2 test: 0.271 Bootstrap CV 58, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.717, R^2 test: 0.216 Bootstrap CV 58, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.744, R^2 test: 0.213 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.958, Explained Variance Score Train: 0.737 AUC Validation: 0.837, Explained Variance Score Validation: 0.248 AUC Test: 0.818, Explained Variance Score Test: 0.347 Bootstrap CV 63, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.794, R^2 test: 0.115 Bootstrap CV 63, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.824, R^2 test: 0.092 Bootstrap CV 63, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.909, R^2 test: 0.096 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.989, Explained Variance Score Train: 0.874 AUC Validation: 0.701, Explained Variance Score Validation: 0.163 AUC Test: 0.802, Explained Variance Score Test: 0.342 Bootstrap CV 55, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.747, R^2 test: 0.224 Bootstrap CV 55, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.844, R^2 test: 0.321 Bootstrap CV 55, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.811, R^2 test: 0.282 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.986, Explained Variance Score Train: 0.840 AUC Validation: 0.831, Explained Variance Score Validation: 0.323 AUC Test: 0.805, Explained Variance Score Test: 0.333 Bootstrap CV 57, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.649, R^2 test: 0.159 Bootstrap CV 57, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.712, R^2 test: 0.172 Bootstrap CV 57, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.722, R^2 test: 0.166 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.875, Explained Variance Score Train: 0.711 AUC Validation: 0.662, Explained Variance Score Validation: 0.193 AUC Test: 0.799, Explained Variance Score Test: 0.337 Bootstrap CV 60, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.733, R^2 test: 0.258 Bootstrap CV 60, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.800, R^2 test: 0.266 Bootstrap CV 60, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.830, R^2 test: 0.242 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.956, Explained Variance Score Train: 0.794 AUC Validation: 0.784, Explained Variance Score Validation: 0.260 AUC Test: 0.801, Explained Variance Score Test: 0.298 Bootstrap CV 62, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.774, R^2 test: 0.182 Bootstrap CV 62, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.807, R^2 test: 0.144 Bootstrap CV 62, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.838, R^2 test: 0.182 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.926, Explained Variance Score Train: 0.774 AUC Validation: 0.687, Explained Variance Score Validation: 0.166 AUC Test: 0.799, Explained Variance Score Test: 0.310 Bootstrap CV 61, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.718, R^2 test: 0.386 Bootstrap CV 61, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.728, R^2 test: 0.422 Bootstrap CV 61, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.729, R^2 test: 0.412 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.963, Explained Variance Score Train: 0.747 AUC Validation: 0.858, Explained Variance Score Validation: 0.380 AUC Test: 0.792, Explained Variance Score Test: 0.335 Bootstrap CV 53, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.740, R^2 test: 0.126 Bootstrap CV 53, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.795, R^2 test: 0.185 Bootstrap CV 53, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.809, R^2 test: 0.183 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.947, Explained Variance Score Train: 0.842 AUC Validation: 0.634, Explained Variance Score Validation: 0.139 AUC Test: 0.825, Explained Variance Score Test: 0.346 Bootstrap CV 52, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.767, R^2 test: 0.187 Bootstrap CV 52, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.787, R^2 test: 0.185 Bootstrap CV 52, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.857, R^2 test: 0.164 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.939, Explained Variance Score Train: 0.804 AUC Validation: 0.715, Explained Variance Score Validation: 0.165 AUC Test: 0.774, Explained Variance Score Test: 0.258 Bootstrap CV 54, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.700, R^2 test: 0.369 Bootstrap CV 54, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.774, R^2 test: 0.369 Bootstrap CV 54, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.786, R^2 test: 0.285 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.936, Explained Variance Score Train: 0.773 AUC Validation: 0.822, Explained Variance Score Validation: 0.323 AUC Test: 0.797, Explained Variance Score Test: 0.318 Bootstrap CV 59, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.637, R^2 test: 0.358 Bootstrap CV 59, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.682, R^2 test: 0.364 Bootstrap CV 59, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.728, R^2 test: 0.357 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.966, Explained Variance Score Train: 0.751 AUC Validation: 0.798, Explained Variance Score Validation: 0.379 AUC Test: 0.771, Explained Variance Score Test: 0.316 Bootstrap CV 50, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.666, R^2 test: 0.281 Bootstrap CV 50, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.694, R^2 test: 0.277 Bootstrap CV 50, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.768, R^2 test: 0.344 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.950, Explained Variance Score Train: 0.770 AUC Validation: 0.740, Explained Variance Score Validation: 0.311 AUC Test: 0.801, Explained Variance Score Test: 0.312 Running batch 5 of 7 with 16 nodes Bootstrap CV 66, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.705, R^2 test: -0.006 Bootstrap CV 66, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.755, R^2 test: -0.018 Bootstrap CV 66, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.789, R^2 test: -0.018 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.926, Explained Variance Score Train: 0.777 AUC Validation: 0.659, Explained Variance Score Validation: -0.036 AUC Test: 0.796, Explained Variance Score Test: 0.326 Bootstrap CV 67, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.738, R^2 test: 0.196 Bootstrap CV 67, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.789, R^2 test: 0.191 Bootstrap CV 67, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.837, R^2 test: 0.206 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.951, Explained Variance Score Train: 0.870 AUC Validation: 0.746, Explained Variance Score Validation: 0.242 AUC Test: 0.841, Explained Variance Score Test: 0.278 Bootstrap CV 72, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.668, R^2 test: 0.375 Bootstrap CV 72, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.774, R^2 test: 0.331 Bootstrap CV 72, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.763, R^2 test: 0.355 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.927, Explained Variance Score Train: 0.698 AUC Validation: 0.830, Explained Variance Score Validation: 0.349 AUC Test: 0.812, Explained Variance Score Test: 0.313 Bootstrap CV 77, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.808, R^2 test: 0.079 Bootstrap CV 77, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.863, R^2 test: 0.011 Bootstrap CV 77, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.884, R^2 test: -0.061 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.957, Explained Variance Score Train: 0.817 AUC Validation: 0.664, Explained Variance Score Validation: -0.018 AUC Test: 0.808, Explained Variance Score Test: 0.301 Bootstrap CV 75, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.805, R^2 test: 0.166 Bootstrap CV 75, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.877, R^2 test: 0.119 Bootstrap CV 75, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.852, R^2 test: 0.163 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.939, Explained Variance Score Train: 0.821 AUC Validation: 0.739, Explained Variance Score Validation: 0.190 AUC Test: 0.813, Explained Variance Score Test: 0.308 Bootstrap CV 64, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.710, R^2 test: 0.240 Bootstrap CV 64, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.808, R^2 test: 0.233 Bootstrap CV 64, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.846, R^2 test: 0.222 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.947, Explained Variance Score Train: 0.733 AUC Validation: 0.905, Explained Variance Score Validation: 0.258 AUC Test: 0.802, Explained Variance Score Test: 0.282 Bootstrap CV 65, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.817, R^2 test: 0.176 Bootstrap CV 65, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.858, R^2 test: 0.114 Bootstrap CV 65, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.879, R^2 test: 0.125 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.972, Explained Variance Score Train: 0.847 AUC Validation: 0.718, Explained Variance Score Validation: 0.146 AUC Test: 0.759, Explained Variance Score Test: 0.260 Bootstrap CV 70, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.755, R^2 test: 0.362 Bootstrap CV 70, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.838, R^2 test: 0.434 Bootstrap CV 70, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.838, R^2 test: 0.431 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.940, Explained Variance Score Train: 0.828 AUC Validation: 0.739, Explained Variance Score Validation: 0.428 AUC Test: 0.820, Explained Variance Score Test: 0.364 Bootstrap CV 74, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.804, R^2 test: 0.378 Bootstrap CV 74, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.809, R^2 test: 0.333 Bootstrap CV 74, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.840, R^2 test: 0.351 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.967, Explained Variance Score Train: 0.829 AUC Validation: 0.779, Explained Variance Score Validation: 0.367 AUC Test: 0.807, Explained Variance Score Test: 0.329 Bootstrap CV 73, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.641, R^2 test: 0.269 Bootstrap CV 73, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.703, R^2 test: 0.224 Bootstrap CV 73, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.769, R^2 test: 0.298 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.954, Explained Variance Score Train: 0.739 AUC Validation: 0.763, Explained Variance Score Validation: 0.294 AUC Test: 0.795, Explained Variance Score Test: 0.280 Bootstrap CV 76, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.766, R^2 test: 0.315 Bootstrap CV 76, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.801, R^2 test: 0.271 Bootstrap CV 76, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.854, R^2 test: 0.266 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.936, Explained Variance Score Train: 0.798 AUC Validation: 0.852, Explained Variance Score Validation: 0.309 AUC Test: 0.812, Explained Variance Score Test: 0.344 Bootstrap CV 68, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.755, R^2 test: 0.323 Bootstrap CV 68, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.795, R^2 test: 0.291 Bootstrap CV 68, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.829, R^2 test: 0.338 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.952, Explained Variance Score Train: 0.813 AUC Validation: 0.870, Explained Variance Score Validation: 0.288 AUC Test: 0.787, Explained Variance Score Test: 0.295 Bootstrap CV 78, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.782, R^2 test: -0.014 Bootstrap CV 78, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.825, R^2 test: 0.029 Bootstrap CV 78, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.864, R^2 test: 0.016 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.948, Explained Variance Score Train: 0.863 AUC Validation: 0.677, Explained Variance Score Validation: 0.036 AUC Test: 0.788, Explained Variance Score Test: 0.285 Bootstrap CV 79, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.704, R^2 test: 0.194 Bootstrap CV 79, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.766, R^2 test: 0.214 Bootstrap CV 79, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.774, R^2 test: 0.229 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.970, Explained Variance Score Train: 0.797 AUC Validation: 0.878, Explained Variance Score Validation: 0.259 AUC Test: 0.813, Explained Variance Score Test: 0.307 Bootstrap CV 71, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.741, R^2 test: 0.318 Bootstrap CV 71, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.802, R^2 test: 0.344 Bootstrap CV 71, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.818, R^2 test: 0.344 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.961, Explained Variance Score Train: 0.817 AUC Validation: 0.790, Explained Variance Score Validation: 0.354 AUC Test: 0.776, Explained Variance Score Test: 0.317 Bootstrap CV 69, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.807, R^2 test: 0.129 Bootstrap CV 69, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.836, R^2 test: 0.117 Bootstrap CV 69, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.866, R^2 test: 0.128 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.980, Explained Variance Score Train: 0.901 AUC Validation: 0.735, Explained Variance Score Validation: 0.139 AUC Test: 0.815, Explained Variance Score Test: 0.370 Running batch 6 of 7 with 16 nodes Bootstrap CV 90, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.738, R^2 test: 0.303 Bootstrap CV 90, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.793, R^2 test: 0.216 Bootstrap CV 90, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.818, R^2 test: 0.317 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.972, Explained Variance Score Train: 0.772 AUC Validation: 0.880, Explained Variance Score Validation: 0.237 AUC Test: 0.812, Explained Variance Score Test: 0.277 Bootstrap CV 80, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.738, R^2 test: 0.184 Bootstrap CV 80, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.792, R^2 test: 0.192 Bootstrap CV 80, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.806, R^2 test: 0.189 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.946, Explained Variance Score Train: 0.745 AUC Validation: 0.727, Explained Variance Score Validation: 0.213 AUC Test: 0.784, Explained Variance Score Test: 0.256 Bootstrap CV 95, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.841, R^2 test: 0.299 Bootstrap CV 95, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.867, R^2 test: 0.293 Bootstrap CV 95, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.875, R^2 test: 0.280 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.966, Explained Variance Score Train: 0.872 AUC Validation: 0.781, Explained Variance Score Validation: 0.283 AUC Test: 0.814, Explained Variance Score Test: 0.316 Bootstrap CV 83, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.811, R^2 test: 0.266 Bootstrap CV 83, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.865, R^2 test: 0.266 Bootstrap CV 83, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.862, R^2 test: 0.267 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.965, Explained Variance Score Train: 0.835 AUC Validation: 0.751, Explained Variance Score Validation: 0.302 AUC Test: 0.796, Explained Variance Score Test: 0.352 Bootstrap CV 89, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.716, R^2 test: 0.215 Bootstrap CV 89, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.772, R^2 test: 0.277 Bootstrap CV 89, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.744, R^2 test: 0.262 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.943, Explained Variance Score Train: 0.699 AUC Validation: 0.760, Explained Variance Score Validation: 0.245 AUC Test: 0.805, Explained Variance Score Test: 0.304 Bootstrap CV 82, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.849, R^2 test: 0.143 Bootstrap CV 82, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.845, R^2 test: 0.188 Bootstrap CV 82, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.873, R^2 test: 0.161 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.986, Explained Variance Score Train: 0.829 AUC Validation: 0.822, Explained Variance Score Validation: 0.183 AUC Test: 0.799, Explained Variance Score Test: 0.318 Bootstrap CV 94, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.803, R^2 test: 0.198 Bootstrap CV 94, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.798, R^2 test: 0.204 Bootstrap CV 94, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.891, R^2 test: 0.176 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.951, Explained Variance Score Train: 0.867 AUC Validation: 0.604, Explained Variance Score Validation: 0.180 AUC Test: 0.823, Explained Variance Score Test: 0.324 Bootstrap CV 91, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.794, R^2 test: 0.171 Bootstrap CV 91, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.838, R^2 test: 0.173 Bootstrap CV 91, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.850, R^2 test: 0.236 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.942, Explained Variance Score Train: 0.834 AUC Validation: 0.738, Explained Variance Score Validation: 0.194 AUC Test: 0.765, Explained Variance Score Test: 0.251 Bootstrap CV 85, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.761, R^2 test: 0.214 Bootstrap CV 85, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.758, R^2 test: 0.319 Bootstrap CV 85, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.788, R^2 test: 0.334 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.925, Explained Variance Score Train: 0.772 AUC Validation: 0.801, Explained Variance Score Validation: 0.325 AUC Test: 0.817, Explained Variance Score Test: 0.338 Bootstrap CV 87, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.695, R^2 test: 0.106 Bootstrap CV 87, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.791, R^2 test: 0.144 Bootstrap CV 87, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.822, R^2 test: 0.141 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.927, Explained Variance Score Train: 0.803 AUC Validation: 0.763, Explained Variance Score Validation: 0.148 AUC Test: 0.821, Explained Variance Score Test: 0.284 Bootstrap CV 81, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.747, R^2 test: 0.259 Bootstrap CV 81, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.829, R^2 test: 0.256 Bootstrap CV 81, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.791, R^2 test: 0.261 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.948, Explained Variance Score Train: 0.830 AUC Validation: 0.842, Explained Variance Score Validation: 0.299 AUC Test: 0.792, Explained Variance Score Test: 0.325 Bootstrap CV 93, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.673, R^2 test: 0.247 Bootstrap CV 93, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.796, R^2 test: 0.261 Bootstrap CV 93, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.830, R^2 test: 0.187 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.945, Explained Variance Score Train: 0.792 AUC Validation: 0.803, Explained Variance Score Validation: 0.196 AUC Test: 0.776, Explained Variance Score Test: 0.230 Bootstrap CV 92, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.760, R^2 test: 0.160 Bootstrap CV 92, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.843, R^2 test: 0.150 Bootstrap CV 92, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.905, R^2 test: 0.159 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.973, Explained Variance Score Train: 0.907 AUC Validation: 0.660, Explained Variance Score Validation: 0.183 AUC Test: 0.809, Explained Variance Score Test: 0.335 Bootstrap CV 88, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.752, R^2 test: 0.179 Bootstrap CV 88, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.815, R^2 test: 0.158 Bootstrap CV 88, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.827, R^2 test: 0.160 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.946, Explained Variance Score Train: 0.852 AUC Validation: 0.835, Explained Variance Score Validation: 0.176 AUC Test: 0.815, Explained Variance Score Test: 0.346 Bootstrap CV 84, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.691, R^2 test: 0.380 Bootstrap CV 84, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.781, R^2 test: 0.418 Bootstrap CV 84, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.802, R^2 test: 0.390 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.934, Explained Variance Score Train: 0.786 AUC Validation: 0.825, Explained Variance Score Validation: 0.420 AUC Test: 0.812, Explained Variance Score Test: 0.353 Bootstrap CV 86, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.677, R^2 test: 0.175 Bootstrap CV 86, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.764, R^2 test: 0.140 Bootstrap CV 86, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.765, R^2 test: 0.133 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.945, Explained Variance Score Train: 0.795 AUC Validation: 0.774, Explained Variance Score Validation: 0.212 AUC Test: 0.779, Explained Variance Score Test: 0.325 Running batch 7 of 7 with 4 nodes Bootstrap CV 97, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.782, R^2 test: 0.353 Bootstrap CV 97, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.847, R^2 test: 0.379 Bootstrap CV 97, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.872, R^2 test: 0.333 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.958, Explained Variance Score Train: 0.843 AUC Validation: 0.814, Explained Variance Score Validation: 0.361 AUC Test: 0.826, Explained Variance Score Test: 0.371 Bootstrap CV 96, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.824, R^2 test: 0.391 Bootstrap CV 96, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.868, R^2 test: 0.369 Bootstrap CV 96, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.888, R^2 test: 0.388 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.999, Explained Variance Score Train: 0.866 AUC Validation: 0.758, Explained Variance Score Validation: 0.393 AUC Test: 0.804, Explained Variance Score Test: 0.295 Bootstrap CV 98, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.785, R^2 test: 0.134 Bootstrap CV 98, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.805, R^2 test: 0.102 Bootstrap CV 98, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.860, R^2 test: 0.117 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.957, Explained Variance Score Train: 0.848 AUC Validation: 0.745, Explained Variance Score Validation: 0.132 AUC Test: 0.781, Explained Variance Score Test: 0.281 Bootstrap CV 99, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.813, R^2 test: 0.168 Bootstrap CV 99, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.855, R^2 test: 0.185 Bootstrap CV 99, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.882, R^2 test: 0.174 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.924, Explained Variance Score Train: 0.887 AUC Validation: 0.767, Explained Variance Score Validation: 0.169 AUC Test: 0.811, Explained Variance Score Test: 0.300 total Variables 32 and total subjects: 1698 ->AUC validation: 0.758 95% CI: [0.745 , 0.771] ->AUC test: 0.802 95% CI: [0.799 , 0.805] ->R^2 validation: 0.245 95% CI: [0.226 , 0.263] ->R^2 test: 0.313 95% CI: [0.306 , 0.319] ->Explained Variance validation: 0.228 95% CI: [0.210 , 0.247] ->Explained Variance test: 0.297 95% CI: [0.290 , 0.304] Test set metrics: @threshold:3.834, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:3.816, sens:0.018, spec:1.000, ppv:1.000, acc:0.841, f1:0.036, mcc:0.000, total+:1, total-:338 @threshold:3.302, sens:0.018, spec:0.996, ppv:0.500, acc:0.838, f1:0.035, mcc:0.077, total+:2, total-:337 @threshold:2.567, sens:0.036, spec:0.996, ppv:0.667, acc:0.841, f1:0.069, mcc:0.141, total+:3, total-:336 @threshold:2.072, sens:0.073, spec:0.993, ppv:0.667, acc:0.844, f1:0.131, mcc:0.100, total+:6, total-:333 @threshold:2.000, sens:0.091, spec:0.993, ppv:0.714, acc:0.847, f1:0.161, mcc:0.118, total+:7, total-:332 @threshold:1.979, sens:0.091, spec:0.989, ppv:0.625, acc:0.844, f1:0.159, mcc:0.071, total+:8, total-:331 @threshold:1.903, sens:0.109, spec:0.989, ppv:0.667, acc:0.847, f1:0.188, mcc:0.082, total+:9, total-:330 @threshold:1.895, sens:0.109, spec:0.986, ppv:0.600, acc:0.844, f1:0.185, mcc:0.056, total+:10, total-:329 @threshold:1.693, sens:0.127, spec:0.982, ppv:0.583, acc:0.844, f1:0.209, mcc:0.048, total+:12, total-:327 @threshold:1.260, sens:0.164, spec:0.979, ppv:0.600, acc:0.847, f1:0.257, mcc:0.046, total+:15, total-:324 @threshold:1.232, sens:0.182, spec:0.979, ppv:0.625, acc:0.850, f1:0.282, mcc:0.051, total+:16, total-:323 @threshold:1.174, sens:0.182, spec:0.975, ppv:0.588, acc:0.847, f1:0.278, mcc:0.041, total+:17, total-:322 @threshold:1.153, sens:0.200, spec:0.975, ppv:0.611, acc:0.850, f1:0.301, mcc:0.045, total+:18, total-:321 @threshold:1.101, sens:0.200, spec:0.972, ppv:0.579, acc:0.847, f1:0.297, mcc:0.038, total+:19, total-:320 @threshold:0.989, sens:0.218, spec:0.965, ppv:0.545, acc:0.844, f1:0.312, mcc:0.030, total+:22, total-:317 @threshold:0.832, sens:0.273, spec:0.961, ppv:0.577, acc:0.850, f1:0.370, mcc:0.032, total+:26, total-:313 @threshold:0.811, sens:0.291, spec:0.961, ppv:0.593, acc:0.853, f1:0.390, mcc:0.034, total+:27, total-:312 @threshold:0.809, sens:0.291, spec:0.958, ppv:0.571, acc:0.850, f1:0.386, mcc:0.030, total+:28, total-:311 @threshold:0.754, sens:0.309, spec:0.958, ppv:0.586, acc:0.853, f1:0.405, mcc:0.032, total+:29, total-:310 @threshold:0.733, sens:0.327, spec:0.954, ppv:0.581, acc:0.853, f1:0.419, mcc:0.030, total+:31, total-:308 @threshold:0.701, sens:0.345, spec:0.954, ppv:0.594, acc:0.855, f1:0.437, mcc:0.032, total+:32, total-:307 @threshold:0.686, sens:0.345, spec:0.951, ppv:0.576, acc:0.853, f1:0.432, mcc:0.029, total+:33, total-:306 @threshold:0.677, sens:0.364, spec:0.951, ppv:0.588, acc:0.855, f1:0.449, mcc:0.030, total+:34, total-:305 @threshold:0.590, sens:0.400, spec:0.947, ppv:0.595, acc:0.858, f1:0.478, mcc:0.030, total+:37, total-:302 @threshold:0.498, sens:0.418, spec:0.937, ppv:0.561, acc:0.853, f1:0.479, mcc:0.024, total+:41, total-:298 @threshold:0.497, sens:0.418, spec:0.933, ppv:0.548, acc:0.850, f1:0.474, mcc:0.023, total+:42, total-:297 @threshold:0.448, sens:0.436, spec:0.930, ppv:0.545, acc:0.850, f1:0.485, mcc:0.022, total+:44, total-:295 @threshold:0.446, sens:0.436, spec:0.926, ppv:0.533, acc:0.847, f1:0.480, mcc:0.021, total+:45, total-:294 @threshold:0.404, sens:0.455, spec:0.923, ppv:0.532, acc:0.847, f1:0.490, mcc:0.020, total+:47, total-:292 @threshold:0.372, sens:0.473, spec:0.919, ppv:0.531, acc:0.847, f1:0.500, mcc:0.020, total+:49, total-:290 @threshold:0.318, sens:0.491, spec:0.908, ppv:0.509, acc:0.841, f1:0.500, mcc:0.017, total+:53, total-:286 @threshold:0.310, sens:0.491, spec:0.905, ppv:0.500, acc:0.838, f1:0.495, mcc:0.016, total+:54, total-:285 @threshold:0.282, sens:0.509, spec:0.894, ppv:0.483, acc:0.832, f1:0.496, mcc:0.015, total+:58, total-:281 @threshold:0.274, sens:0.527, spec:0.891, ppv:0.483, acc:0.832, f1:0.504, mcc:0.014, total+:60, total-:279 @threshold:0.200, sens:0.545, spec:0.856, ppv:0.423, acc:0.805, f1:0.476, mcc:0.010, total+:71, total-:268 @threshold:0.199, sens:0.545, spec:0.852, ppv:0.417, acc:0.802, f1:0.472, mcc:0.010, total+:72, total-:267 @threshold:0.182, sens:0.564, spec:0.852, ppv:0.425, acc:0.805, f1:0.484, mcc:0.010, total+:73, total-:266 @threshold:0.177, sens:0.564, spec:0.849, ppv:0.419, acc:0.802, f1:0.481, mcc:0.010, total+:74, total-:265 @threshold:0.164, sens:0.582, spec:0.835, ppv:0.405, acc:0.794, f1:0.478, mcc:0.009, total+:79, total-:260 @threshold:0.152, sens:0.582, spec:0.831, ppv:0.400, acc:0.791, f1:0.474, mcc:0.009, total+:80, total-:259 @threshold:0.140, sens:0.600, spec:0.831, ppv:0.407, acc:0.794, f1:0.485, mcc:0.009, total+:81, total-:258 @threshold:0.129, sens:0.600, spec:0.827, ppv:0.402, acc:0.791, f1:0.482, mcc:0.009, total+:82, total-:257 @threshold:0.088, sens:0.618, spec:0.806, ppv:0.382, acc:0.776, f1:0.472, mcc:0.008, total+:89, total-:250 @threshold:0.082, sens:0.636, spec:0.803, ppv:0.385, acc:0.776, f1:0.479, mcc:0.008, total+:91, total-:248 @threshold:0.048, sens:0.655, spec:0.771, ppv:0.356, acc:0.752, f1:0.462, mcc:0.006, total+:101, total-:238 @threshold:0.019, sens:0.691, spec:0.768, ppv:0.365, acc:0.755, f1:0.478, mcc:0.007, total+:104, total-:235 @threshold:-0.003, sens:0.709, spec:0.746, ppv:0.351, acc:0.740, f1:0.470, mcc:0.006, total+:111, total-:228 @threshold:-0.003, sens:0.709, spec:0.743, ppv:0.348, acc:0.737, f1:0.467, mcc:0.006, total+:112, total-:227 @threshold:-0.035, sens:0.727, spec:0.715, ppv:0.331, acc:0.717, f1:0.455, mcc:0.005, total+:121, total-:218 @threshold:-0.039, sens:0.727, spec:0.711, ppv:0.328, acc:0.714, f1:0.452, mcc:0.005, total+:122, total-:217 @threshold:-0.042, sens:0.745, spec:0.711, ppv:0.333, acc:0.717, f1:0.461, mcc:0.005, total+:123, total-:216 @threshold:-0.042, sens:0.745, spec:0.708, ppv:0.331, acc:0.714, f1:0.458, mcc:0.005, total+:124, total-:215 @threshold:-0.051, sens:0.764, spec:0.697, ppv:0.328, acc:0.708, f1:0.459, mcc:0.005, total+:128, total-:211 @threshold:-0.054, sens:0.764, spec:0.694, ppv:0.326, acc:0.705, f1:0.457, mcc:0.005, total+:129, total-:210 @threshold:-0.086, sens:0.782, spec:0.680, ppv:0.321, acc:0.696, f1:0.455, mcc:0.005, total+:134, total-:205 @threshold:-0.087, sens:0.782, spec:0.676, ppv:0.319, acc:0.693, f1:0.453, mcc:0.005, total+:135, total-:204 @threshold:-0.106, sens:0.800, spec:0.644, ppv:0.303, acc:0.670, f1:0.440, mcc:0.004, total+:145, total-:194 @threshold:-0.108, sens:0.800, spec:0.641, ppv:0.301, acc:0.667, f1:0.438, mcc:0.004, total+:146, total-:193 @threshold:-0.115, sens:0.818, spec:0.637, ppv:0.304, acc:0.667, f1:0.443, mcc:0.004, total+:148, total-:191 @threshold:-0.118, sens:0.818, spec:0.634, ppv:0.302, acc:0.664, f1:0.441, mcc:0.004, total+:149, total-:190 @threshold:-0.188, sens:0.836, spec:0.570, ppv:0.274, acc:0.614, f1:0.413, mcc:0.003, total+:168, total-:171 @threshold:-0.188, sens:0.836, spec:0.567, ppv:0.272, acc:0.611, f1:0.411, mcc:0.003, total+:169, total-:170 @threshold:-0.189, sens:0.855, spec:0.567, ppv:0.276, acc:0.614, f1:0.418, mcc:0.003, total+:170, total-:169 @threshold:-0.192, sens:0.855, spec:0.563, ppv:0.275, acc:0.611, f1:0.416, mcc:0.003, total+:171, total-:168 @threshold:-0.192, sens:0.873, spec:0.563, ppv:0.279, acc:0.614, f1:0.423, mcc:0.004, total+:172, total-:167 @threshold:-0.192, sens:0.873, spec:0.560, ppv:0.277, acc:0.611, f1:0.421, mcc:0.003, total+:173, total-:166 @threshold:-0.237, sens:0.891, spec:0.479, ppv:0.249, acc:0.546, f1:0.389, mcc:0.003, total+:197, total-:142 @threshold:-0.237, sens:0.891, spec:0.475, ppv:0.247, acc:0.543, f1:0.387, mcc:0.003, total+:198, total-:141 @threshold:-0.267, sens:0.909, spec:0.437, ppv:0.238, acc:0.513, f1:0.377, mcc:0.003, total+:210, total-:129 @threshold:-0.273, sens:0.927, spec:0.433, ppv:0.241, acc:0.513, f1:0.382, mcc:0.003, total+:212, total-:127 @threshold:-0.277, sens:0.945, spec:0.433, ppv:0.244, acc:0.516, f1:0.388, mcc:0.003, total+:213, total-:126 @threshold:-0.277, sens:0.945, spec:0.430, ppv:0.243, acc:0.513, f1:0.387, mcc:0.003, total+:214, total-:125 @threshold:-0.410, sens:0.964, spec:0.303, ppv:0.211, acc:0.410, f1:0.346, mcc:0.002, total+:251, total-:88 @threshold:-0.412, sens:0.964, spec:0.299, ppv:0.210, acc:0.407, f1:0.345, mcc:0.002, total+:252, total-:87 @threshold:-0.689, sens:0.982, spec:0.130, ppv:0.179, acc:0.268, f1:0.303, mcc:0.001, total+:301, total-:38 @threshold:-0.706, sens:0.982, spec:0.127, ppv:0.179, acc:0.265, f1:0.303, mcc:0.001, total+:302, total-:37 @threshold:-1.394, sens:1.000, spec:0.004, ppv:0.163, acc:0.165, f1:0.280, mcc:0.001, total+:338, total-:1 Vital: Wt for Length ZScore-gain7to13 | coef 0.045 95% CI: [0.042 , 0.048] | OR_adj 1.046 [1.043 1.049] | occ: 1460 | OR_unadj: 1.296 [0.993 1.692] | indivs AUC:0.536 Correlated most with: Number of Visits:-0.023 MatDeliveryAge:-0.020 * Vital: Wt for Length Zscore-avg10to13 | coef 0.044 95% CI: [0.039 , 0.048] | OR_adj 1.045 [1.040 1.049] | occ: 1381 | OR_unadj: 2.955 [2.245 3.890] | indivs AUC:0.694 Correlated most with: Number of Visits:-0.042 MatDeliveryAge:-0.028 Vital: Wt for Length ZScore-gain5to10 | coef 0.043 95% CI: [0.040 , 0.046] | OR_adj 1.044 [1.041 1.047] | occ: 1438 | OR_unadj: 1.002 [0.766 1.310] | indivs AUC:0.523 Correlated most with: Number of Visits:0.013 MatDeliveryAge:-0.004 * Vital: Wt for Length ZScore-avg3to5 | coef 0.040 95% CI: [0.037 , 0.043] | OR_adj 1.041 [1.038 1.044] | occ: 1299 | OR_unadj: 1.902 [1.455 2.486] | indivs AUC:0.604 Correlated most with: Number of Visits:-0.013 MatDeliveryAge:-0.002 * Vital: Wt for Length ZScore-avg1to3 | coef 0.040 95% CI: [0.037 , 0.042] | OR_adj 1.041 [1.038 1.043] | occ: 1348 | OR_unadj: 1.471 [1.126 1.921] | indivs AUC:0.589 Correlated most with: MatDeliveryAge:0.021 Number of Visits:-0.019 Vital: Ht Percentile-gain16to24 | coef 0.038 95% CI: [0.035 , 0.041] | OR_adj 1.039 [1.036 1.042] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.554 Correlated most with: MatDeliveryAge:-0.039 Number of Visits:0.006 Vital: Temp-avg0to1 | coef 0.037 95% CI: [0.035 , 0.039] | OR_adj 1.038 [1.035 1.040] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.490 Correlated most with: Number of Visits:0.044 MatDeliveryAge:0.000 * Vital: Wt Percentile-latest | coef 0.036 95% CI: [0.033 , 0.040] | OR_adj 1.037 [1.034 1.041] | occ: 1028 | OR_unadj: 2.134 [1.631 2.792] | indivs AUC:0.737 Correlated most with: Number of Visits:0.019 MatDeliveryAge:0.002 * Vital: Wt-gain0to24 | coef 0.034 95% CI: [0.029 , 0.039] | OR_adj 1.035 [1.030 1.039] | occ: 1357 | OR_unadj: 3.724 [2.823 4.912] | indivs AUC:0.775 Correlated most with: Number of Visits:0.004 MatDeliveryAge:-0.003 * Vital: Wt Change-avg19to24 | coef 0.033 95% CI: [0.029 , 0.037] | OR_adj 1.034 [1.030 1.037] | occ: 880 | OR_unadj: 2.064 [1.510 2.823] | indivs AUC:0.612 Correlated most with: Number of Visits:-0.186 MatDeliveryAge:-0.023 * Vital: BMI-avg13to16 | coef 0.033 95% CI: [0.031 , 0.035] | OR_adj 1.034 [1.031 1.036] | occ: 1286 | OR_unadj: 3.814 [2.889 5.036] | indivs AUC:0.725 Correlated most with: Number of Visits:-0.026 MatDeliveryAge:-0.005 * Vital: BMI-gain7to13 | coef 0.032 95% CI: [0.030 , 0.034] | OR_adj 1.032 [1.030 1.034] | occ: 1475 | OR_unadj: 1.324 [1.001 1.752] | indivs AUC:0.542 Correlated most with: MatDeliveryAge:-0.015 Number of Visits:-0.005 * Vital: Wt-gain7to13 | coef 0.032 95% CI: [0.029 , 0.034] | OR_adj 1.032 [1.029 1.035] | occ: 1465 | OR_unadj: 1.582 [1.200 2.085] | indivs AUC:0.584 Correlated most with: Number of Visits:0.013 MatDeliveryAge:0.002 Vital: Wt Change-avg7to10 | coef 0.032 95% CI: [0.028 , 0.035] | OR_adj 1.032 [1.029 1.036] | occ: 515 | OR_unadj: 0.986 [0.640 1.520] | indivs AUC:0.446 Correlated most with: Number of Visits:-0.042 MatDeliveryAge:-0.026 Vital: Temp-latest | coef 0.032 95% CI: [0.030 , 0.033] | OR_adj 1.032 [1.030 1.034] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.465 Correlated most with: Number of Visits:0.015 MatDeliveryAge:-0.011 * Number of Visits | coef 0.032 95% CI: [0.029 , 0.034] | OR_adj 1.032 [1.030 1.034] | occ: 1645 | OR_unadj: 0.708 [0.535 0.936] | indivs AUC:0.478 Correlated most with: Number of Visits:1.000 MatDeliveryAge:0.088 Vital: Ht-avg10to13 | coef 0.031 95% CI: [0.029 , 0.034] | OR_adj 1.032 [1.030 1.034] | occ: 1381 | OR_unadj: 1.307 [0.998 1.712] | indivs AUC:0.544 Correlated most with: Number of Visits:0.027 MatDeliveryAge:-0.007 * Vital: BMI-latest | coef 0.031 95% CI: [0.028 , 0.034] | OR_adj 1.032 [1.029 1.035] | occ: 1621 | OR_unadj: 4.766 [3.528 6.438] | indivs AUC:0.795 Correlated most with: Number of Visits:0.036 MatDeliveryAge:0.001 * Vital: BMI-avg16to19 | coef 0.031 95% CI: [0.028 , 0.034] | OR_adj 1.032 [1.029 1.034] | occ: 1269 | OR_unadj: 3.131 [2.385 4.111] | indivs AUC:0.792 Correlated most with: Number of Visits:-0.043 MatDeliveryAge:-0.021 * Vital: Wt Change-latest | coef 0.030 95% CI: [0.028 , 0.032] | OR_adj 1.031 [1.028 1.033] | occ: 979 | OR_unadj: 1.660 [1.219 2.259] | indivs AUC:0.608 Correlated most with: Number of Visits:-0.181 MatDeliveryAge:-0.023 MatDeliveryAge | coef 0.030 95% CI: [0.028 , 0.032] | OR_adj 1.030 [1.029 1.032] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.518 Correlated most with: MatDeliveryAge:1.000 Number of Visits:0.088 Vital: HC-gain3to7 | coef 0.030 95% CI: [0.028 , 0.031] | OR_adj 1.030 [1.028 1.032] | occ: 1310 | OR_unadj: 1.076 [0.825 1.404] | indivs AUC:0.578 Correlated most with: MatDeliveryAge:0.026 Number of Visits:0.022 * Vital: Wt for Length ZScore-avg16to19 | coef 0.029 95% CI: [0.026 , 0.031] | OR_adj 1.029 [1.026 1.032] | occ: 1267 | OR_unadj: 3.111 [2.368 4.088] | indivs AUC:0.781 Correlated most with: MatDeliveryAge:-0.034 Number of Visits:-0.019 Vital: HC-gain5to10 | coef 0.028 95% CI: [0.026 , 0.030] | OR_adj 1.029 [1.027 1.031] | occ: 1305 | OR_unadj: 1.028 [0.772 1.370] | indivs AUC:0.434 Correlated most with: MatDeliveryAge:-0.042 Number of Visits:0.034 * Vital: Ht-gain7to13 | coef 0.028 95% CI: [0.026 , 0.030] | OR_adj 1.028 [1.026 1.030] | occ: 1451 | OR_unadj: 1.379 [1.027 1.851] | indivs AUC:0.532 Correlated most with: MatDeliveryAge:-0.009 Number of Visits:0.003 * Vital: Wt-avg16to19 | coef 0.028 95% CI: [0.025 , 0.031] | OR_adj 1.028 [1.025 1.031] | occ: 1298 | OR_unadj: 3.060 [2.331 4.017] | indivs AUC:0.736 Correlated most with: MatDeliveryAge:-0.040 Number of Visits:-0.014 * Vital: BMI-avg19to24 | coef 0.024 95% CI: [0.021 , 0.027] | OR_adj 1.025 [1.022 1.027] | occ: 1354 | OR_unadj: 4.046 [3.062 5.347] | indivs AUC:0.772 Correlated most with: Number of Visits:-0.034 MatDeliveryAge:-0.013 * Vital: BMI-gain0to24 | coef 0.024 95% CI: [0.021 , 0.026] | OR_adj 1.024 [1.021 1.026] | occ: 1338 | OR_unadj: 3.923 [2.973 5.177] | indivs AUC:0.778 Correlated most with: Number of Visits:-0.031 MatDeliveryAge:-0.010 * Vital: Wt-latest | coef 0.020 95% CI: [0.018 , 0.023] | OR_adj 1.020 [1.018 1.023] | occ: 1626 | OR_unadj: 3.500 [2.571 4.766] | indivs AUC:0.761 Correlated most with: Number of Visits:0.377 MatDeliveryAge:0.048 * Vital: Wt for Length ZScore-gain0to24 | coef 0.019 95% CI: [0.017 , 0.021] | OR_adj 1.019 [1.017 1.021] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.783 Correlated most with: Number of Visits:0.070 MatDeliveryAge:-0.004 * Vital: Wt for Length ZScore-latest | coef 0.019 95% CI: [0.017 , 0.020] | OR_adj 1.019 [1.017 1.021] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.783 Correlated most with: Number of Visits:0.070 MatDeliveryAge:-0.004 * Vital: Wt for Len Percentile-avg13to16 | coef 0.017 95% CI: [0.015 , 0.018] | OR_adj 1.017 [1.015 1.018] | occ: 1286 | OR_unadj: 3.426 [2.597 4.520] | indivs AUC:0.718 Correlated most with: MatDeliveryAge:-0.021 Number of Visits:-0.019 Vital : 0.938517608146 Number of Visits : 0.0315011141001 MatDeliveryAge : 0.0299812777539 Time to run analysis 0:03:40.333729 Total Time elapsed 17:07:30.154597 ----------------------------------------------------- girls lasso_fts no_wt_bmi lasso regression Running batch 1 of 7 with 16 nodes Bootstrap CV 12, alpha = 0.001, R^2 train: 0.148, R^2 test: -0.056 Bootstrap CV 12, alpha = 0.005, R^2 train: 0.146, R^2 test: -0.045 Bootstrap CV 12, alpha = 0.01, R^2 train: 0.141, R^2 test: -0.036 Bootstrap CV 12, alpha = 0.1, R^2 train: 0.024, R^2 test: 0.006 best alpha via bootstrap CV: 0.1 AUC Train: 0.667, Explained Variance Score Train: 0.024 AUC Validation: 0.514, Explained Variance Score Validation: 0.007 AUC Test: 0.577, Explained Variance Score Test: 0.013 Bootstrap CV 10, alpha = 0.001, R^2 train: 0.190, R^2 test: -0.104 Bootstrap CV 10, alpha = 0.005, R^2 train: 0.184, R^2 test: -0.090 Bootstrap CV 10, alpha = 0.01, R^2 train: 0.179, R^2 test: -0.078 Bootstrap CV 10, alpha = 0.1, R^2 train: 0.055, R^2 test: -0.031 best alpha via bootstrap CV: 0.1 AUC Train: 0.659, Explained Variance Score Train: 0.055 AUC Validation: 0.453, Explained Variance Score Validation: 0.006 AUC Test: 0.576, Explained Variance Score Test: 0.021 Bootstrap CV 11, alpha = 0.001, R^2 train: 0.134, R^2 test: 0.127 Bootstrap CV 11, alpha = 0.005, R^2 train: 0.130, R^2 test: 0.131 Bootstrap CV 11, alpha = 0.01, R^2 train: 0.125, R^2 test: 0.126 Bootstrap CV 11, alpha = 0.1, R^2 train: 0.013, R^2 test: -0.002 best alpha via bootstrap CV: 0.01 AUC Train: 0.683, Explained Variance Score Train: 0.125 AUC Validation: 0.737, Explained Variance Score Validation: 0.145 AUC Test: 0.591, Explained Variance Score Test: 0.056 Bootstrap CV 1, alpha = 0.001, R^2 train: 0.119, R^2 test: 0.025 Bootstrap CV 1, alpha = 0.005, R^2 train: 0.116, R^2 test: 0.039 Bootstrap CV 1, alpha = 0.01, R^2 train: 0.112, R^2 test: 0.046 Bootstrap CV 1, alpha = 0.1, R^2 train: 0.008, R^2 test: -0.005 best alpha via bootstrap CV: 0.01 AUC Train: 0.668, Explained Variance Score Train: 0.112 AUC Validation: 0.642, Explained Variance Score Validation: 0.077 AUC Test: 0.638, Explained Variance Score Test: 0.045 Bootstrap CV 9, alpha = 0.001, R^2 train: 0.174, R^2 test: 0.025 Bootstrap CV 9, alpha = 0.005, R^2 train: 0.172, R^2 test: 0.030 Bootstrap CV 9, alpha = 0.01, R^2 train: 0.167, R^2 test: 0.035 Bootstrap CV 9, alpha = 0.1, R^2 train: 0.032, R^2 test: 0.004 best alpha via bootstrap CV: 0.01 AUC Train: 0.761, Explained Variance Score Train: 0.167 AUC Validation: 0.662, Explained Variance Score Validation: 0.045 AUC Test: 0.612, Explained Variance Score Test: 0.062 Bootstrap CV 4, alpha = 0.001, R^2 train: 0.153, R^2 test: 0.022 Bootstrap CV 4, alpha = 0.005, R^2 train: 0.151, R^2 test: 0.026 Bootstrap CV 4, alpha = 0.01, R^2 train: 0.145, R^2 test: 0.027 Bootstrap CV 4, alpha = 0.1, R^2 train: 0.017, R^2 test: 0.012 best alpha via bootstrap CV: 0.01 AUC Train: 0.763, Explained Variance Score Train: 0.145 AUC Validation: 0.585, Explained Variance Score Validation: 0.030 AUC Test: 0.612, Explained Variance Score Test: 0.021 Bootstrap CV 7, alpha = 0.001, R^2 train: 0.155, R^2 test: 0.015 Bootstrap CV 7, alpha = 0.005, R^2 train: 0.153, R^2 test: 0.032 Bootstrap CV 7, alpha = 0.01, R^2 train: 0.149, R^2 test: 0.050 Bootstrap CV 7, alpha = 0.1, R^2 train: 0.041, R^2 test: 0.009 best alpha via bootstrap CV: 0.1 AUC Train: 0.689, Explained Variance Score Train: 0.041 AUC Validation: 0.616, Explained Variance Score Validation: 0.017 AUC Test: 0.499, Explained Variance Score Test: 0.001 Bootstrap CV 0, alpha = 0.001, R^2 train: 0.126, R^2 test: -0.146 Bootstrap CV 0, alpha = 0.005, R^2 train: 0.123, R^2 test: -0.111 Bootstrap CV 0, alpha = 0.01, R^2 train: 0.117, R^2 test: -0.073 Bootstrap CV 0, alpha = 0.1, R^2 train: 0.017, R^2 test: -0.016 best alpha via bootstrap CV: 0.01 AUC Train: 0.709, Explained Variance Score Train: 0.117 AUC Validation: 0.598, Explained Variance Score Validation: -0.049 AUC Test: 0.644, Explained Variance Score Test: 0.054 Bootstrap CV 6, alpha = 0.001, R^2 train: 0.165, R^2 test: -0.051 Bootstrap CV 6, alpha = 0.005, R^2 train: 0.161, R^2 test: -0.035 Bootstrap CV 6, alpha = 0.01, R^2 train: 0.155, R^2 test: -0.020 Bootstrap CV 6, alpha = 0.1, R^2 train: 0.034, R^2 test: 0.019 best alpha via bootstrap CV: 0.1 AUC Train: 0.636, Explained Variance Score Train: 0.034 AUC Validation: 0.459, Explained Variance Score Validation: 0.020 AUC Test: 0.550, Explained Variance Score Test: 0.016 Bootstrap CV 8, alpha = 0.001, R^2 train: 0.146, R^2 test: -0.026 Bootstrap CV 8, alpha = 0.005, R^2 train: 0.142, R^2 test: -0.013 Bootstrap CV 8, alpha = 0.01, R^2 train: 0.136, R^2 test: 0.002 Bootstrap CV 8, alpha = 0.1, R^2 train: 0.025, R^2 test: 0.006 best alpha via bootstrap CV: 0.01 AUC Train: 0.725, Explained Variance Score Train: 0.136 AUC Validation: 0.592, Explained Variance Score Validation: 0.007 AUC Test: 0.559, Explained Variance Score Test: 0.019 Bootstrap CV 3, alpha = 0.001, R^2 train: 0.186, R^2 test: -0.015 Bootstrap CV 3, alpha = 0.005, R^2 train: 0.179, R^2 test: 0.025 Bootstrap CV 3, alpha = 0.01, R^2 train: 0.171, R^2 test: 0.050 Bootstrap CV 3, alpha = 0.1, R^2 train: 0.000, R^2 test: -0.013 best alpha via bootstrap CV: 0.01 AUC Train: 0.700, Explained Variance Score Train: 0.171 AUC Validation: 0.678, Explained Variance Score Validation: 0.078 AUC Test: 0.604, Explained Variance Score Test: 0.042 Bootstrap CV 13, alpha = 0.001, R^2 train: 0.123, R^2 test: -0.082 Bootstrap CV 13, alpha = 0.005, R^2 train: 0.119, R^2 test: -0.071 Bootstrap CV 13, alpha = 0.01, R^2 train: 0.113, R^2 test: -0.062 Bootstrap CV 13, alpha = 0.1, R^2 train: 0.003, R^2 test: -0.031 best alpha via bootstrap CV: 0.01 AUC Train: 0.735, Explained Variance Score Train: 0.113 AUC Validation: 0.516, Explained Variance Score Validation: -0.035 AUC Test: 0.636, Explained Variance Score Test: 0.043 Bootstrap CV 14, alpha = 0.001, R^2 train: 0.146, R^2 test: -0.092 Bootstrap CV 14, alpha = 0.005, R^2 train: 0.142, R^2 test: -0.063 Bootstrap CV 14, alpha = 0.01, R^2 train: 0.137, R^2 test: -0.046 Bootstrap CV 14, alpha = 0.1, R^2 train: 0.015, R^2 test: -0.004 best alpha via bootstrap CV: 0.1 AUC Train: 0.575, Explained Variance Score Train: 0.015 AUC Validation: 0.490, Explained Variance Score Validation: -0.003 AUC Test: 0.447, Explained Variance Score Test: -0.008 Bootstrap CV 5, alpha = 0.001, R^2 train: 0.156, R^2 test: 0.015 Bootstrap CV 5, alpha = 0.005, R^2 train: 0.155, R^2 test: 0.024 Bootstrap CV 5, alpha = 0.01, R^2 train: 0.150, R^2 test: 0.032 Bootstrap CV 5, alpha = 0.1, R^2 train: 0.055, R^2 test: 0.015 best alpha via bootstrap CV: 0.01 AUC Train: 0.610, Explained Variance Score Train: 0.150 AUC Validation: 0.735, Explained Variance Score Validation: 0.032 AUC Test: 0.615, Explained Variance Score Test: 0.044 Bootstrap CV 15, alpha = 0.001, R^2 train: 0.181, R^2 test: -0.017 Bootstrap CV 15, alpha = 0.005, R^2 train: 0.172, R^2 test: 0.006 Bootstrap CV 15, alpha = 0.01, R^2 train: 0.163, R^2 test: 0.026 Bootstrap CV 15, alpha = 0.1, R^2 train: 0.026, R^2 test: -0.045 best alpha via bootstrap CV: 0.01 AUC Train: 0.717, Explained Variance Score Train: 0.163 AUC Validation: 0.649, Explained Variance Score Validation: 0.057 AUC Test: 0.585, Explained Variance Score Test: 0.024 Bootstrap CV 2, alpha = 0.001, R^2 train: 0.100, R^2 test: 0.088 Bootstrap CV 2, alpha = 0.005, R^2 train: 0.097, R^2 test: 0.081 Bootstrap CV 2, alpha = 0.01, R^2 train: 0.093, R^2 test: 0.072 Bootstrap CV 2, alpha = 0.1, R^2 train: 0.002, R^2 test: -0.028 best alpha via bootstrap CV: 0.01 AUC Train: 0.658, Explained Variance Score Train: 0.093 AUC Validation: 0.712, Explained Variance Score Validation: 0.095 AUC Test: 0.583, Explained Variance Score Test: 0.042 Running batch 2 of 7 with 16 nodes Bootstrap CV 25, alpha = 0.001, R^2 train: 0.130, R^2 test: -0.002 Bootstrap CV 25, alpha = 0.005, R^2 train: 0.127, R^2 test: 0.029 Bootstrap CV 25, alpha = 0.01, R^2 train: 0.123, R^2 test: 0.042 Bootstrap CV 25, alpha = 0.1, R^2 train: 0.022, R^2 test: 0.005 best alpha via bootstrap CV: 0.01 AUC Train: 0.750, Explained Variance Score Train: 0.123 AUC Validation: 0.614, Explained Variance Score Validation: 0.042 AUC Test: 0.604, Explained Variance Score Test: 0.028 Bootstrap CV 28, alpha = 0.001, R^2 train: 0.175, R^2 test: -0.224 Bootstrap CV 28, alpha = 0.005, R^2 train: 0.174, R^2 test: -0.184 Bootstrap CV 28, alpha = 0.01, R^2 train: 0.170, R^2 test: -0.144 Bootstrap CV 28, alpha = 0.1, R^2 train: 0.015, R^2 test: -0.011 best alpha via bootstrap CV: 0.01 AUC Train: 0.772, Explained Variance Score Train: 0.170 AUC Validation: 0.616, Explained Variance Score Validation: -0.086 AUC Test: 0.617, Explained Variance Score Test: 0.030 Bootstrap CV 24, alpha = 0.001, R^2 train: 0.173, R^2 test: 0.045 Bootstrap CV 24, alpha = 0.005, R^2 train: 0.169, R^2 test: 0.040 Bootstrap CV 24, alpha = 0.01, R^2 train: 0.162, R^2 test: 0.036 Bootstrap CV 24, alpha = 0.1, R^2 train: 0.042, R^2 test: -0.009 best alpha via bootstrap CV: 0.01 AUC Train: 0.731, Explained Variance Score Train: 0.162 AUC Validation: 0.663, Explained Variance Score Validation: 0.068 AUC Test: 0.622, Explained Variance Score Test: 0.044 Bootstrap CV 22, alpha = 0.001, R^2 train: 0.169, R^2 test: -0.108 Bootstrap CV 22, alpha = 0.005, R^2 train: 0.167, R^2 test: -0.083 Bootstrap CV 22, alpha = 0.01, R^2 train: 0.162, R^2 test: -0.059 Bootstrap CV 22, alpha = 0.1, R^2 train: 0.045, R^2 test: -0.011 best alpha via bootstrap CV: 0.1 AUC Train: 0.699, Explained Variance Score Train: 0.045 AUC Validation: 0.496, Explained Variance Score Validation: -0.004 AUC Test: 0.592, Explained Variance Score Test: 0.038 Bootstrap CV 17, alpha = 0.001, R^2 train: 0.150, R^2 test: 0.068 Bootstrap CV 17, alpha = 0.005, R^2 train: 0.146, R^2 test: 0.086 Bootstrap CV 17, alpha = 0.01, R^2 train: 0.135, R^2 test: 0.100 Bootstrap CV 17, alpha = 0.1, R^2 train: 0.012, R^2 test: 0.018 best alpha via bootstrap CV: 0.1 AUC Train: 0.563, Explained Variance Score Train: 0.012 AUC Validation: 0.637, Explained Variance Score Validation: 0.023 AUC Test: 0.562, Explained Variance Score Test: 0.008 Bootstrap CV 20, alpha = 0.001, R^2 train: 0.119, R^2 test: -0.190 Bootstrap CV 20, alpha = 0.005, R^2 train: 0.116, R^2 test: -0.188 Bootstrap CV 20, alpha = 0.01, R^2 train: 0.108, R^2 test: -0.177 Bootstrap CV 20, alpha = 0.1, R^2 train: 0.021, R^2 test: -0.045 best alpha via bootstrap CV: 0.01 AUC Train: 0.638, Explained Variance Score Train: 0.108 AUC Validation: 0.477, Explained Variance Score Validation: -0.128 AUC Test: 0.601, Explained Variance Score Test: 0.058 Bootstrap CV 29, alpha = 0.001, R^2 train: 0.162, R^2 test: 0.032 Bootstrap CV 29, alpha = 0.005, R^2 train: 0.155, R^2 test: 0.038 Bootstrap CV 29, alpha = 0.01, R^2 train: 0.146, R^2 test: 0.042 Bootstrap CV 29, alpha = 0.1, R^2 train: 0.032, R^2 test: 0.004 best alpha via bootstrap CV: 0.01 AUC Train: 0.668, Explained Variance Score Train: 0.146 AUC Validation: 0.611, Explained Variance Score Validation: 0.042 AUC Test: 0.607, Explained Variance Score Test: 0.039 Bootstrap CV 18, alpha = 0.001, R^2 train: 0.118, R^2 test: -0.023 Bootstrap CV 18, alpha = 0.005, R^2 train: 0.116, R^2 test: -0.012 Bootstrap CV 18, alpha = 0.01, R^2 train: 0.110, R^2 test: -0.003 Bootstrap CV 18, alpha = 0.1, R^2 train: 0.000, R^2 test: -0.008 best alpha via bootstrap CV: 0.01 AUC Train: 0.768, Explained Variance Score Train: 0.110 AUC Validation: 0.530, Explained Variance Score Validation: 0.015 AUC Test: 0.616, Explained Variance Score Test: 0.023 Bootstrap CV 19, alpha = 0.001, R^2 train: 0.255, R^2 test: -0.528 Bootstrap CV 19, alpha = 0.005, R^2 train: 0.250, R^2 test: -0.430 Bootstrap CV 19, alpha = 0.01, R^2 train: 0.240, R^2 test: -0.321 Bootstrap CV 19, alpha = 0.1, R^2 train: 0.026, R^2 test: 0.002 best alpha via bootstrap CV: 0.1 AUC Train: 0.690, Explained Variance Score Train: 0.026 AUC Validation: 0.561, Explained Variance Score Validation: 0.011 AUC Test: 0.613, Explained Variance Score Test: 0.023 Bootstrap CV 30, alpha = 0.001, R^2 train: 0.218, R^2 test: -0.162 Bootstrap CV 30, alpha = 0.005, R^2 train: 0.212, R^2 test: -0.136 Bootstrap CV 30, alpha = 0.01, R^2 train: 0.204, R^2 test: -0.106 Bootstrap CV 30, alpha = 0.1, R^2 train: 0.057, R^2 test: 0.000 best alpha via bootstrap CV: 0.01 AUC Train: 0.749, Explained Variance Score Train: 0.204 AUC Validation: 0.516, Explained Variance Score Validation: -0.092 AUC Test: 0.611, Explained Variance Score Test: 0.047 Bootstrap CV 21, alpha = 0.001, R^2 train: 0.188, R^2 test: 0.059 Bootstrap CV 21, alpha = 0.005, R^2 train: 0.185, R^2 test: 0.087 Bootstrap CV 21, alpha = 0.01, R^2 train: 0.177, R^2 test: 0.109 Bootstrap CV 21, alpha = 0.1, R^2 train: 0.029, R^2 test: 0.034 best alpha via bootstrap CV: 0.01 AUC Train: 0.692, Explained Variance Score Train: 0.177 AUC Validation: 0.814, Explained Variance Score Validation: 0.135 AUC Test: 0.640, Explained Variance Score Test: 0.062 Bootstrap CV 27, alpha = 0.001, R^2 train: 0.126, R^2 test: -0.159 Bootstrap CV 27, alpha = 0.005, R^2 train: 0.123, R^2 test: -0.127 Bootstrap CV 27, alpha = 0.01, R^2 train: 0.115, R^2 test: -0.097 Bootstrap CV 27, alpha = 0.1, R^2 train: 0.006, R^2 test: -0.000 best alpha via bootstrap CV: 0.01 AUC Train: 0.672, Explained Variance Score Train: 0.115 AUC Validation: 0.397, Explained Variance Score Validation: -0.090 AUC Test: 0.601, Explained Variance Score Test: 0.027 Bootstrap CV 31, alpha = 0.001, R^2 train: 0.199, R^2 test: -0.157 Bootstrap CV 31, alpha = 0.005, R^2 train: 0.197, R^2 test: -0.140 Bootstrap CV 31, alpha = 0.01, R^2 train: 0.193, R^2 test: -0.125 Bootstrap CV 31, alpha = 0.1, R^2 train: 0.059, R^2 test: -0.027 best alpha via bootstrap CV: 0.01 AUC Train: 0.742, Explained Variance Score Train: 0.193 AUC Validation: 0.467, Explained Variance Score Validation: -0.119 AUC Test: 0.585, Explained Variance Score Test: 0.038 Bootstrap CV 23, alpha = 0.001, R^2 train: 0.131, R^2 test: -0.023 Bootstrap CV 23, alpha = 0.005, R^2 train: 0.126, R^2 test: -0.019 Bootstrap CV 23, alpha = 0.01, R^2 train: 0.116, R^2 test: -0.016 Bootstrap CV 23, alpha = 0.1, R^2 train: 0.027, R^2 test: -0.014 best alpha via bootstrap CV: 0.01 AUC Train: 0.672, Explained Variance Score Train: 0.116 AUC Validation: 0.582, Explained Variance Score Validation: 0.004 AUC Test: 0.575, Explained Variance Score Test: 0.014 Bootstrap CV 16, alpha = 0.001, R^2 train: 0.143, R^2 test: -0.194 Bootstrap CV 16, alpha = 0.005, R^2 train: 0.137, R^2 test: -0.135 Bootstrap CV 16, alpha = 0.01, R^2 train: 0.128, R^2 test: -0.088 Bootstrap CV 16, alpha = 0.1, R^2 train: 0.019, R^2 test: -0.041 best alpha via bootstrap CV: 0.01 AUC Train: 0.675, Explained Variance Score Train: 0.128 AUC Validation: 0.594, Explained Variance Score Validation: -0.085 AUC Test: 0.599, Explained Variance Score Test: 0.002 Bootstrap CV 26, alpha = 0.001, R^2 train: 0.190, R^2 test: -0.218 Bootstrap CV 26, alpha = 0.005, R^2 train: 0.187, R^2 test: -0.193 Bootstrap CV 26, alpha = 0.01, R^2 train: 0.179, R^2 test: -0.169 Bootstrap CV 26, alpha = 0.1, R^2 train: 0.042, R^2 test: -0.063 best alpha via bootstrap CV: 0.01 AUC Train: 0.738, Explained Variance Score Train: 0.179 AUC Validation: 0.545, Explained Variance Score Validation: -0.127 AUC Test: 0.572, Explained Variance Score Test: 0.017 Running batch 3 of 7 with 16 nodes Bootstrap CV 42, alpha = 0.001, R^2 train: 0.194, R^2 test: -0.113 Bootstrap CV 42, alpha = 0.005, R^2 train: 0.192, R^2 test: -0.102 Bootstrap CV 42, alpha = 0.01, R^2 train: 0.189, R^2 test: -0.092 Bootstrap CV 42, alpha = 0.1, R^2 train: 0.070, R^2 test: -0.035 best alpha via bootstrap CV: 0.01 AUC Train: 0.732, Explained Variance Score Train: 0.189 AUC Validation: 0.492, Explained Variance Score Validation: -0.070 AUC Test: 0.593, Explained Variance Score Test: 0.011 Bootstrap CV 37, alpha = 0.001, R^2 train: 0.215, R^2 test: -0.038 Bootstrap CV 37, alpha = 0.005, R^2 train: 0.210, R^2 test: -0.014 Bootstrap CV 37, alpha = 0.01, R^2 train: 0.195, R^2 test: 0.012 Bootstrap CV 37, alpha = 0.1, R^2 train: 0.013, R^2 test: 0.009 best alpha via bootstrap CV: 0.1 AUC Train: 0.615, Explained Variance Score Train: 0.013 AUC Validation: 0.685, Explained Variance Score Validation: 0.009 AUC Test: 0.568, Explained Variance Score Test: 0.005 Bootstrap CV 34, alpha = 0.001, R^2 train: 0.185, R^2 test: 0.032 Bootstrap CV 34, alpha = 0.005, R^2 train: 0.182, R^2 test: 0.051 Bootstrap CV 34, alpha = 0.01, R^2 train: 0.174, R^2 test: 0.064 Bootstrap CV 34, alpha = 0.1, R^2 train: 0.006, R^2 test: 0.005 best alpha via bootstrap CV: 0.01 AUC Train: 0.745, Explained Variance Score Train: 0.174 AUC Validation: 0.751, Explained Variance Score Validation: 0.065 AUC Test: 0.613, Explained Variance Score Test: 0.036 Bootstrap CV 41, alpha = 0.001, R^2 train: 0.145, R^2 test: -0.055 Bootstrap CV 41, alpha = 0.005, R^2 train: 0.142, R^2 test: -0.031 Bootstrap CV 41, alpha = 0.01, R^2 train: 0.134, R^2 test: -0.003 Bootstrap CV 41, alpha = 0.1, R^2 train: 0.008, R^2 test: -0.000 best alpha via bootstrap CV: 0.1 AUC Train: 0.614, Explained Variance Score Train: 0.008 AUC Validation: 0.594, Explained Variance Score Validation: 0.004 AUC Test: 0.507, Explained Variance Score Test: 0.001 Bootstrap CV 36, alpha = 0.001, R^2 train: 0.119, R^2 test: 0.050 Bootstrap CV 36, alpha = 0.005, R^2 train: 0.117, R^2 test: 0.067 Bootstrap CV 36, alpha = 0.01, R^2 train: 0.112, R^2 test: 0.081 Bootstrap CV 36, alpha = 0.1, R^2 train: 0.006, R^2 test: 0.006 best alpha via bootstrap CV: 0.01 AUC Train: 0.746, Explained Variance Score Train: 0.112 AUC Validation: 0.696, Explained Variance Score Validation: 0.081 AUC Test: 0.597, Explained Variance Score Test: 0.022 Bootstrap CV 39, alpha = 0.001, R^2 train: 0.123, R^2 test: -0.038 Bootstrap CV 39, alpha = 0.005, R^2 train: 0.119, R^2 test: -0.032 Bootstrap CV 39, alpha = 0.01, R^2 train: 0.112, R^2 test: -0.025 Bootstrap CV 39, alpha = 0.1, R^2 train: 0.003, R^2 test: -0.011 best alpha via bootstrap CV: 0.01 AUC Train: 0.629, Explained Variance Score Train: 0.112 AUC Validation: 0.537, Explained Variance Score Validation: -0.014 AUC Test: 0.616, Explained Variance Score Test: 0.047 Bootstrap CV 44, alpha = 0.001, R^2 train: 0.152, R^2 test: -0.172 Bootstrap CV 44, alpha = 0.005, R^2 train: 0.150, R^2 test: -0.143 Bootstrap CV 44, alpha = 0.01, R^2 train: 0.144, R^2 test: -0.110 Bootstrap CV 44, alpha = 0.1, R^2 train: 0.029, R^2 test: 0.007 best alpha via bootstrap CV: 0.01 AUC Train: 0.710, Explained Variance Score Train: 0.144 AUC Validation: 0.616, Explained Variance Score Validation: -0.101 AUC Test: 0.642, Explained Variance Score Test: 0.050 Bootstrap CV 32, alpha = 0.001, R^2 train: 0.164, R^2 test: -0.133 Bootstrap CV 32, alpha = 0.005, R^2 train: 0.162, R^2 test: -0.103 Bootstrap CV 32, alpha = 0.01, R^2 train: 0.156, R^2 test: -0.070 Bootstrap CV 32, alpha = 0.1, R^2 train: 0.047, R^2 test: -0.003 best alpha via bootstrap CV: 0.01 AUC Train: 0.719, Explained Variance Score Train: 0.156 AUC Validation: 0.609, Explained Variance Score Validation: -0.070 AUC Test: 0.627, Explained Variance Score Test: 0.045 Bootstrap CV 35, alpha = 0.001, R^2 train: 0.174, R^2 test: -0.019 Bootstrap CV 35, alpha = 0.005, R^2 train: 0.168, R^2 test: 0.003 Bootstrap CV 35, alpha = 0.01, R^2 train: 0.152, R^2 test: 0.018 Bootstrap CV 35, alpha = 0.1, R^2 train: 0.030, R^2 test: -0.000 best alpha via bootstrap CV: 0.1 AUC Train: 0.690, Explained Variance Score Train: 0.030 AUC Validation: 0.605, Explained Variance Score Validation: 0.016 AUC Test: 0.593, Explained Variance Score Test: 0.020 Bootstrap CV 43, alpha = 0.001, R^2 train: 0.216, R^2 test: -0.179 Bootstrap CV 43, alpha = 0.005, R^2 train: 0.206, R^2 test: -0.157 Bootstrap CV 43, alpha = 0.01, R^2 train: 0.199, R^2 test: -0.144 Bootstrap CV 43, alpha = 0.1, R^2 train: 0.041, R^2 test: -0.060 best alpha via bootstrap CV: 0.1 AUC Train: 0.612, Explained Variance Score Train: 0.041 AUC Validation: 0.631, Explained Variance Score Validation: -0.004 AUC Test: 0.539, Explained Variance Score Test: -0.001 Bootstrap CV 38, alpha = 0.001, R^2 train: 0.247, R^2 test: 0.022 Bootstrap CV 38, alpha = 0.005, R^2 train: 0.245, R^2 test: 0.027 Bootstrap CV 38, alpha = 0.01, R^2 train: 0.239, R^2 test: 0.028 Bootstrap CV 38, alpha = 0.1, R^2 train: 0.058, R^2 test: 0.004 best alpha via bootstrap CV: 0.1 AUC Train: 0.706, Explained Variance Score Train: 0.058 AUC Validation: 0.520, Explained Variance Score Validation: 0.006 AUC Test: 0.561, Explained Variance Score Test: 0.015 Bootstrap CV 40, alpha = 0.001, R^2 train: 0.146, R^2 test: -0.006 Bootstrap CV 40, alpha = 0.005, R^2 train: 0.139, R^2 test: -0.001 Bootstrap CV 40, alpha = 0.01, R^2 train: 0.128, R^2 test: 0.001 Bootstrap CV 40, alpha = 0.1, R^2 train: 0.000, R^2 test: -0.010 best alpha via bootstrap CV: 0.01 AUC Train: 0.690, Explained Variance Score Train: 0.128 AUC Validation: 0.702, Explained Variance Score Validation: 0.006 AUC Test: 0.565, Explained Variance Score Test: 0.015 Bootstrap CV 45, alpha = 0.001, R^2 train: 0.214, R^2 test: -0.062 Bootstrap CV 45, alpha = 0.005, R^2 train: 0.212, R^2 test: -0.041 Bootstrap CV 45, alpha = 0.01, R^2 train: 0.206, R^2 test: -0.021 Bootstrap CV 45, alpha = 0.1, R^2 train: 0.081, R^2 test: 0.013 best alpha via bootstrap CV: 0.1 AUC Train: 0.673, Explained Variance Score Train: 0.081 AUC Validation: 0.548, Explained Variance Score Validation: 0.015 AUC Test: 0.627, Explained Variance Score Test: 0.042 Bootstrap CV 46, alpha = 0.001, R^2 train: 0.171, R^2 test: -0.044 Bootstrap CV 46, alpha = 0.005, R^2 train: 0.167, R^2 test: -0.020 Bootstrap CV 46, alpha = 0.01, R^2 train: 0.157, R^2 test: 0.008 Bootstrap CV 46, alpha = 0.1, R^2 train: 0.038, R^2 test: -0.002 best alpha via bootstrap CV: 0.01 AUC Train: 0.716, Explained Variance Score Train: 0.157 AUC Validation: 0.590, Explained Variance Score Validation: 0.009 AUC Test: 0.607, Explained Variance Score Test: 0.041 Bootstrap CV 33, alpha = 0.001, R^2 train: 0.187, R^2 test: 0.077 Bootstrap CV 33, alpha = 0.005, R^2 train: 0.180, R^2 test: 0.085 Bootstrap CV 33, alpha = 0.01, R^2 train: 0.174, R^2 test: 0.093 Bootstrap CV 33, alpha = 0.1, R^2 train: 0.038, R^2 test: 0.017 best alpha via bootstrap CV: 0.1 AUC Train: 0.641, Explained Variance Score Train: 0.038 AUC Validation: 0.576, Explained Variance Score Validation: 0.021 AUC Test: 0.584, Explained Variance Score Test: 0.020 Bootstrap CV 47, alpha = 0.001, R^2 train: 0.150, R^2 test: -0.237 Bootstrap CV 47, alpha = 0.005, R^2 train: 0.147, R^2 test: -0.181 Bootstrap CV 47, alpha = 0.01, R^2 train: 0.139, R^2 test: -0.124 Bootstrap CV 47, alpha = 0.1, R^2 train: 0.030, R^2 test: -0.010 best alpha via bootstrap CV: 0.1 AUC Train: 0.621, Explained Variance Score Train: 0.030 AUC Validation: 0.556, Explained Variance Score Validation: -0.003 AUC Test: 0.646, Explained Variance Score Test: 0.023 Running batch 4 of 7 with 16 nodes Bootstrap CV 58, alpha = 0.001, R^2 train: 0.155, R^2 test: -0.037 Bootstrap CV 58, alpha = 0.005, R^2 train: 0.152, R^2 test: -0.042 Bootstrap CV 58, alpha = 0.01, R^2 train: 0.149, R^2 test: -0.037 Bootstrap CV 58, alpha = 0.1, R^2 train: 0.027, R^2 test: 0.001 best alpha via bootstrap CV: 0.01 AUC Train: 0.683, Explained Variance Score Train: 0.149 AUC Validation: 0.582, Explained Variance Score Validation: -0.030 AUC Test: 0.616, Explained Variance Score Test: 0.048 Bootstrap CV 56, alpha = 0.001, R^2 train: 0.199, R^2 test: -0.000 Bootstrap CV 56, alpha = 0.005, R^2 train: 0.197, R^2 test: 0.010 Bootstrap CV 56, alpha = 0.01, R^2 train: 0.193, R^2 test: 0.022 Bootstrap CV 56, alpha = 0.1, R^2 train: 0.057, R^2 test: 0.003 best alpha via bootstrap CV: 0.1 AUC Train: 0.678, Explained Variance Score Train: 0.057 AUC Validation: 0.589, Explained Variance Score Validation: 0.004 AUC Test: 0.611, Explained Variance Score Test: 0.042 Bootstrap CV 52, alpha = 0.001, R^2 train: 0.223, R^2 test: 0.034 Bootstrap CV 52, alpha = 0.005, R^2 train: 0.221, R^2 test: 0.052 Bootstrap CV 52, alpha = 0.01, R^2 train: 0.217, R^2 test: 0.060 Bootstrap CV 52, alpha = 0.1, R^2 train: 0.060, R^2 test: 0.006 best alpha via bootstrap CV: 0.01 AUC Train: 0.736, Explained Variance Score Train: 0.217 AUC Validation: 0.693, Explained Variance Score Validation: 0.067 AUC Test: 0.606, Explained Variance Score Test: 0.058 Bootstrap CV 53, alpha = 0.001, R^2 train: 0.123, R^2 test: 0.044 Bootstrap CV 53, alpha = 0.005, R^2 train: 0.121, R^2 test: 0.051 Bootstrap CV 53, alpha = 0.01, R^2 train: 0.113, R^2 test: 0.053 Bootstrap CV 53, alpha = 0.1, R^2 train: 0.019, R^2 test: 0.016 best alpha via bootstrap CV: 0.01 AUC Train: 0.634, Explained Variance Score Train: 0.113 AUC Validation: 0.709, Explained Variance Score Validation: 0.096 AUC Test: 0.624, Explained Variance Score Test: 0.054 Bootstrap CV 57, alpha = 0.001, R^2 train: 0.163, R^2 test: -0.199 Bootstrap CV 57, alpha = 0.005, R^2 train: 0.158, R^2 test: -0.142 Bootstrap CV 57, alpha = 0.01, R^2 train: 0.144, R^2 test: -0.084 Bootstrap CV 57, alpha = 0.1, R^2 train: 0.013, R^2 test: -0.007 best alpha via bootstrap CV: 0.01 AUC Train: 0.766, Explained Variance Score Train: 0.144 AUC Validation: 0.505, Explained Variance Score Validation: -0.080 AUC Test: 0.583, Explained Variance Score Test: 0.012 Bootstrap CV 50, alpha = 0.001, R^2 train: 0.075, R^2 test: 0.012 Bootstrap CV 50, alpha = 0.005, R^2 train: 0.072, R^2 test: 0.017 Bootstrap CV 50, alpha = 0.01, R^2 train: 0.063, R^2 test: 0.013 Bootstrap CV 50, alpha = 0.1, R^2 train: 0.000, R^2 test: -0.029 best alpha via bootstrap CV: 0.01 AUC Train: 0.644, Explained Variance Score Train: 0.063 AUC Validation: 0.585, Explained Variance Score Validation: 0.035 AUC Test: 0.614, Explained Variance Score Test: 0.046 Bootstrap CV 55, alpha = 0.001, R^2 train: 0.133, R^2 test: 0.012 Bootstrap CV 55, alpha = 0.005, R^2 train: 0.131, R^2 test: 0.022 Bootstrap CV 55, alpha = 0.01, R^2 train: 0.125, R^2 test: 0.028 Bootstrap CV 55, alpha = 0.1, R^2 train: 0.013, R^2 test: 0.009 best alpha via bootstrap CV: 0.01 AUC Train: 0.674, Explained Variance Score Train: 0.125 AUC Validation: 0.725, Explained Variance Score Validation: 0.046 AUC Test: 0.585, Explained Variance Score Test: 0.014 Bootstrap CV 49, alpha = 0.001, R^2 train: 0.190, R^2 test: 0.027 Bootstrap CV 49, alpha = 0.005, R^2 train: 0.188, R^2 test: 0.030 Bootstrap CV 49, alpha = 0.01, R^2 train: 0.184, R^2 test: 0.035 Bootstrap CV 49, alpha = 0.1, R^2 train: 0.074, R^2 test: 0.007 best alpha via bootstrap CV: 0.1 AUC Train: 0.710, Explained Variance Score Train: 0.074 AUC Validation: 0.596, Explained Variance Score Validation: 0.010 AUC Test: 0.558, Explained Variance Score Test: 0.008 Bootstrap CV 48, alpha = 0.001, R^2 train: 0.167, R^2 test: -0.116 Bootstrap CV 48, alpha = 0.005, R^2 train: 0.166, R^2 test: -0.099 Bootstrap CV 48, alpha = 0.01, R^2 train: 0.162, R^2 test: -0.079 Bootstrap CV 48, alpha = 0.1, R^2 train: 0.031, R^2 test: -0.018 best alpha via bootstrap CV: 0.1 AUC Train: 0.626, Explained Variance Score Train: 0.031 AUC Validation: 0.426, Explained Variance Score Validation: -0.015 AUC Test: 0.614, Explained Variance Score Test: 0.015 Bootstrap CV 54, alpha = 0.001, R^2 train: 0.145, R^2 test: 0.056 Bootstrap CV 54, alpha = 0.005, R^2 train: 0.142, R^2 test: 0.076 Bootstrap CV 54, alpha = 0.01, R^2 train: 0.136, R^2 test: 0.093 Bootstrap CV 54, alpha = 0.1, R^2 train: 0.016, R^2 test: 0.024 best alpha via bootstrap CV: 0.01 AUC Train: 0.648, Explained Variance Score Train: 0.136 AUC Validation: 0.630, Explained Variance Score Validation: 0.093 AUC Test: 0.610, Explained Variance Score Test: 0.072 Bootstrap CV 63, alpha = 0.001, R^2 train: 0.227, R^2 test: -0.439 Bootstrap CV 63, alpha = 0.005, R^2 train: 0.224, R^2 test: -0.394 Bootstrap CV 63, alpha = 0.01, R^2 train: 0.217, R^2 test: -0.352 Bootstrap CV 63, alpha = 0.1, R^2 train: 0.089, R^2 test: -0.070 best alpha via bootstrap CV: 0.1 AUC Train: 0.747, Explained Variance Score Train: 0.089 AUC Validation: 0.400, Explained Variance Score Validation: -0.068 AUC Test: 0.549, Explained Variance Score Test: 0.007 Bootstrap CV 60, alpha = 0.001, R^2 train: 0.165, R^2 test: -0.430 Bootstrap CV 60, alpha = 0.005, R^2 train: 0.162, R^2 test: -0.388 Bootstrap CV 60, alpha = 0.01, R^2 train: 0.156, R^2 test: -0.355 Bootstrap CV 60, alpha = 0.1, R^2 train: 0.045, R^2 test: -0.140 best alpha via bootstrap CV: 0.1 AUC Train: 0.595, Explained Variance Score Train: 0.045 AUC Validation: 0.412, Explained Variance Score Validation: -0.070 AUC Test: 0.624, Explained Variance Score Test: 0.008 Bootstrap CV 59, alpha = 0.001, R^2 train: 0.159, R^2 test: -0.162 Bootstrap CV 59, alpha = 0.005, R^2 train: 0.151, R^2 test: -0.148 Bootstrap CV 59, alpha = 0.01, R^2 train: 0.142, R^2 test: -0.131 Bootstrap CV 59, alpha = 0.1, R^2 train: 0.019, R^2 test: -0.045 best alpha via bootstrap CV: 0.01 AUC Train: 0.661, Explained Variance Score Train: 0.142 AUC Validation: 0.584, Explained Variance Score Validation: -0.080 AUC Test: 0.616, Explained Variance Score Test: 0.030 Bootstrap CV 61, alpha = 0.001, R^2 train: 0.114, R^2 test: -0.063 Bootstrap CV 61, alpha = 0.005, R^2 train: 0.111, R^2 test: -0.044 Bootstrap CV 61, alpha = 0.01, R^2 train: 0.105, R^2 test: -0.030 Bootstrap CV 61, alpha = 0.1, R^2 train: 0.000, R^2 test: -0.000 best alpha via bootstrap CV: 0.1 AUC Train: 0.500, Explained Variance Score Train: 0.000 AUC Validation: 0.500, Explained Variance Score Validation: -0.000 AUC Test: 0.500, Explained Variance Score Test: -0.000 Bootstrap CV 51, alpha = 0.001, R^2 train: 0.224, R^2 test: -0.018 Bootstrap CV 51, alpha = 0.005, R^2 train: 0.220, R^2 test: 0.002 Bootstrap CV 51, alpha = 0.01, R^2 train: 0.208, R^2 test: 0.019 Bootstrap CV 51, alpha = 0.1, R^2 train: 0.040, R^2 test: 0.013 best alpha via bootstrap CV: 0.1 AUC Train: 0.706, Explained Variance Score Train: 0.040 AUC Validation: 0.598, Explained Variance Score Validation: 0.015 AUC Test: 0.602, Explained Variance Score Test: 0.039 Bootstrap CV 62, alpha = 0.001, R^2 train: 0.163, R^2 test: -0.117 Bootstrap CV 62, alpha = 0.005, R^2 train: 0.160, R^2 test: -0.096 Bootstrap CV 62, alpha = 0.01, R^2 train: 0.153, R^2 test: -0.080 Bootstrap CV 62, alpha = 0.1, R^2 train: 0.037, R^2 test: -0.026 best alpha via bootstrap CV: 0.1 AUC Train: 0.638, Explained Variance Score Train: 0.037 AUC Validation: 0.576, Explained Variance Score Validation: -0.001 AUC Test: 0.588, Explained Variance Score Test: 0.025 Running batch 5 of 7 with 16 nodes
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 73, alpha = 0.001, R^2 train: 0.171, R^2 test: -0.001 Bootstrap CV 73, alpha = 0.005, R^2 train: 0.168, R^2 test: 0.000 Bootstrap CV 73, alpha = 0.01, R^2 train: 0.165, R^2 test: 0.006 Bootstrap CV 73, alpha = 0.1, R^2 train: 0.035, R^2 test: -0.010 best alpha via bootstrap CV: 0.01 AUC Train: 0.799, Explained Variance Score Train: 0.165 AUC Validation: 0.628, Explained Variance Score Validation: 0.017 AUC Test: 0.621, Explained Variance Score Test: 0.029 Bootstrap CV 68, alpha = 0.001, R^2 train: 0.153, R^2 test: -0.161 Bootstrap CV 68, alpha = 0.005, R^2 train: 0.150, R^2 test: -0.130 Bootstrap CV 68, alpha = 0.01, R^2 train: 0.140, R^2 test: -0.103 Bootstrap CV 68, alpha = 0.1, R^2 train: 0.014, R^2 test: -0.022 best alpha via bootstrap CV: 0.01 AUC Train: 0.744, Explained Variance Score Train: 0.140 AUC Validation: 0.439, Explained Variance Score Validation: -0.085 AUC Test: 0.600, Explained Variance Score Test: 0.027 Bootstrap CV 67, alpha = 0.001, R^2 train: 0.209, R^2 test: -0.143 Bootstrap CV 67, alpha = 0.005, R^2 train: 0.205, R^2 test: -0.101 Bootstrap CV 67, alpha = 0.01, R^2 train: 0.199, R^2 test: -0.068 Bootstrap CV 67, alpha = 0.1, R^2 train: 0.056, R^2 test: -0.015 best alpha via bootstrap CV: 0.1 AUC Train: 0.722, Explained Variance Score Train: 0.056 AUC Validation: 0.418, Explained Variance Score Validation: -0.006 AUC Test: 0.571, Explained Variance Score Test: 0.020 Bootstrap CV 78, alpha = 0.001, R^2 train: 0.187, R^2 test: -0.209 Bootstrap CV 78, alpha = 0.005, R^2 train: 0.185, R^2 test: -0.183 Bootstrap CV 78, alpha = 0.01, R^2 train: 0.180, R^2 test: -0.156 Bootstrap CV 78, alpha = 0.1, R^2 train: 0.027, R^2 test: -0.056 best alpha via bootstrap CV: 0.1 AUC Train: 0.581, Explained Variance Score Train: 0.027 AUC Validation: 0.514, Explained Variance Score Validation: 0.002 AUC Test: 0.562, Explained Variance Score Test: 0.014 Bootstrap CV 71, alpha = 0.001, R^2 train: 0.147, R^2 test: 0.007 Bootstrap CV 71, alpha = 0.005, R^2 train: 0.144, R^2 test: 0.017 Bootstrap CV 71, alpha = 0.01, R^2 train: 0.138, R^2 test: 0.017 Bootstrap CV 71, alpha = 0.1, R^2 train: 0.034, R^2 test: -0.035 best alpha via bootstrap CV: 0.01 AUC Train: 0.680, Explained Variance Score Train: 0.138 AUC Validation: 0.663, Explained Variance Score Validation: 0.044 AUC Test: 0.611, Explained Variance Score Test: 0.022 Bootstrap CV 74, alpha = 0.001, R^2 train: 0.206, R^2 test: -0.213 Bootstrap CV 74, alpha = 0.005, R^2 train: 0.204, R^2 test: -0.160 Bootstrap CV 74, alpha = 0.01, R^2 train: 0.198, R^2 test: -0.097 Bootstrap CV 74, alpha = 0.1, R^2 train: 0.027, R^2 test: 0.023 best alpha via bootstrap CV: 0.1 AUC Train: 0.681, Explained Variance Score Train: 0.027 AUC Validation: 0.676, Explained Variance Score Validation: 0.031 AUC Test: 0.588, Explained Variance Score Test: 0.014 Bootstrap CV 65, alpha = 0.001, R^2 train: 0.121, R^2 test: -0.197 Bootstrap CV 65, alpha = 0.005, R^2 train: 0.119, R^2 test: -0.179 Bootstrap CV 65, alpha = 0.01, R^2 train: 0.115, R^2 test: -0.172 Bootstrap CV 65, alpha = 0.1, R^2 train: 0.032, R^2 test: -0.044 best alpha via bootstrap CV: 0.01 AUC Train: 0.740, Explained Variance Score Train: 0.115 AUC Validation: 0.527, Explained Variance Score Validation: -0.171 AUC Test: 0.624, Explained Variance Score Test: 0.054 Bootstrap CV 72, alpha = 0.001, R^2 train: 0.216, R^2 test: -0.223 Bootstrap CV 72, alpha = 0.005, R^2 train: 0.214, R^2 test: -0.193 Bootstrap CV 72, alpha = 0.01, R^2 train: 0.207, R^2 test: -0.159 Bootstrap CV 72, alpha = 0.1, R^2 train: 0.062, R^2 test: -0.034 best alpha via bootstrap CV: 0.1 AUC Train: 0.697, Explained Variance Score Train: 0.062 AUC Validation: 0.589, Explained Variance Score Validation: -0.000 AUC Test: 0.599, Explained Variance Score Test: 0.027 Bootstrap CV 75, alpha = 0.001, R^2 train: 0.144, R^2 test: 0.001 Bootstrap CV 75, alpha = 0.005, R^2 train: 0.139, R^2 test: 0.011 Bootstrap CV 75, alpha = 0.01, R^2 train: 0.131, R^2 test: 0.012 Bootstrap CV 75, alpha = 0.1, R^2 train: 0.000, R^2 test: -0.004 best alpha via bootstrap CV: 0.01 AUC Train: 0.728, Explained Variance Score Train: 0.131 AUC Validation: 0.528, Explained Variance Score Validation: 0.018 AUC Test: 0.548, Explained Variance Score Test: 0.009 Bootstrap CV 69, alpha = 0.001, R^2 train: 0.121, R^2 test: 0.082 Bootstrap CV 69, alpha = 0.005, R^2 train: 0.112, R^2 test: 0.075 Bootstrap CV 69, alpha = 0.01, R^2 train: 0.105, R^2 test: 0.064 Bootstrap CV 69, alpha = 0.1, R^2 train: 0.004, R^2 test: -0.007 best alpha via bootstrap CV: 0.01 AUC Train: 0.696, Explained Variance Score Train: 0.105 AUC Validation: 0.676, Explained Variance Score Validation: 0.076 AUC Test: 0.587, Explained Variance Score Test: 0.034 Bootstrap CV 64, alpha = 0.001, R^2 train: 0.171, R^2 test: -0.083 Bootstrap CV 64, alpha = 0.005, R^2 train: 0.168, R^2 test: -0.054 Bootstrap CV 64, alpha = 0.01, R^2 train: 0.160, R^2 test: -0.028 Bootstrap CV 64, alpha = 0.1, R^2 train: 0.027, R^2 test: 0.002 best alpha via bootstrap CV: 0.01 AUC Train: 0.718, Explained Variance Score Train: 0.160 AUC Validation: 0.530, Explained Variance Score Validation: -0.022 AUC Test: 0.614, Explained Variance Score Test: 0.025 Bootstrap CV 66, alpha = 0.001, R^2 train: 0.195, R^2 test: -0.384 Bootstrap CV 66, alpha = 0.005, R^2 train: 0.192, R^2 test: -0.331 Bootstrap CV 66, alpha = 0.01, R^2 train: 0.186, R^2 test: -0.274 Bootstrap CV 66, alpha = 0.1, R^2 train: 0.050, R^2 test: -0.032 best alpha via bootstrap CV: 0.01 AUC Train: 0.775, Explained Variance Score Train: 0.186 AUC Validation: 0.501, Explained Variance Score Validation: -0.274 AUC Test: 0.624, Explained Variance Score Test: 0.041 Bootstrap CV 70, alpha = 0.001, R^2 train: 0.116, R^2 test: -0.066 Bootstrap CV 70, alpha = 0.005, R^2 train: 0.115, R^2 test: -0.051 Bootstrap CV 70, alpha = 0.01, R^2 train: 0.113, R^2 test: -0.034 Bootstrap CV 70, alpha = 0.1, R^2 train: 0.012, R^2 test: 0.002 best alpha via bootstrap CV: 0.01 AUC Train: 0.740, Explained Variance Score Train: 0.113 AUC Validation: 0.582, Explained Variance Score Validation: -0.019 AUC Test: 0.599, Explained Variance Score Test: 0.022 Bootstrap CV 76, alpha = 0.001, R^2 train: 0.147, R^2 test: 0.056 Bootstrap CV 76, alpha = 0.005, R^2 train: 0.144, R^2 test: 0.072 Bootstrap CV 76, alpha = 0.01, R^2 train: 0.140, R^2 test: 0.084 Bootstrap CV 76, alpha = 0.1, R^2 train: 0.041, R^2 test: 0.022 best alpha via bootstrap CV: 0.1 AUC Train: 0.716, Explained Variance Score Train: 0.041 AUC Validation: 0.635, Explained Variance Score Validation: 0.022 AUC Test: 0.612, Explained Variance Score Test: 0.036 Bootstrap CV 79, alpha = 0.001, R^2 train: 0.181, R^2 test: -0.160 Bootstrap CV 79, alpha = 0.005, R^2 train: 0.178, R^2 test: -0.148 Bootstrap CV 79, alpha = 0.01, R^2 train: 0.175, R^2 test: -0.126 Bootstrap CV 79, alpha = 0.1, R^2 train: 0.044, R^2 test: -0.008 best alpha via bootstrap CV: 0.1 AUC Train: 0.620, Explained Variance Score Train: 0.044 AUC Validation: 0.613, Explained Variance Score Validation: 0.019 AUC Test: 0.611, Explained Variance Score Test: 0.036 Bootstrap CV 77, alpha = 0.001, R^2 train: 0.132, R^2 test: -0.025 Bootstrap CV 77, alpha = 0.005, R^2 train: 0.129, R^2 test: -0.012 Bootstrap CV 77, alpha = 0.01, R^2 train: 0.125, R^2 test: 0.004 Bootstrap CV 77, alpha = 0.1, R^2 train: 0.003, R^2 test: 0.001 best alpha via bootstrap CV: 0.01 AUC Train: 0.794, Explained Variance Score Train: 0.125 AUC Validation: 0.560, Explained Variance Score Validation: 0.006 AUC Test: 0.634, Explained Variance Score Test: 0.051 Running batch 6 of 7 with 16 nodes Bootstrap CV 90, alpha = 0.001, R^2 train: 0.190, R^2 test: -0.014 Bootstrap CV 90, alpha = 0.005, R^2 train: 0.186, R^2 test: -0.021 Bootstrap CV 90, alpha = 0.01, R^2 train: 0.180, R^2 test: -0.021 Bootstrap CV 90, alpha = 0.1, R^2 train: 0.022, R^2 test: -0.043 best alpha via bootstrap CV: 0.01 AUC Train: 0.711, Explained Variance Score Train: 0.180 AUC Validation: 0.642, Explained Variance Score Validation: 0.030 AUC Test: 0.567, Explained Variance Score Test: 0.029 Bootstrap CV 93, alpha = 0.001, R^2 train: 0.210, R^2 test: 0.091 Bootstrap CV 93, alpha = 0.005, R^2 train: 0.207, R^2 test: 0.101 Bootstrap CV 93, alpha = 0.01, R^2 train: 0.199, R^2 test: 0.112 Bootstrap CV 93, alpha = 0.1, R^2 train: 0.067, R^2 test: 0.051 best alpha via bootstrap CV: 0.1 AUC Train: 0.644, Explained Variance Score Train: 0.067 AUC Validation: 0.691, Explained Variance Score Validation: 0.069 AUC Test: 0.596, Explained Variance Score Test: 0.024 Bootstrap CV 83, alpha = 0.001, R^2 train: 0.115, R^2 test: -0.122 Bootstrap CV 83, alpha = 0.005, R^2 train: 0.113, R^2 test: -0.110 Bootstrap CV 83, alpha = 0.01, R^2 train: 0.110, R^2 test: -0.101 Bootstrap CV 83, alpha = 0.1, R^2 train: 0.008, R^2 test: -0.004 best alpha via bootstrap CV: 0.1 AUC Train: 0.594, Explained Variance Score Train: 0.008 AUC Validation: 0.478, Explained Variance Score Validation: 0.004 AUC Test: 0.592, Explained Variance Score Test: 0.010 Bootstrap CV 85, alpha = 0.001, R^2 train: 0.177, R^2 test: -0.125 Bootstrap CV 85, alpha = 0.005, R^2 train: 0.175, R^2 test: -0.115 Bootstrap CV 85, alpha = 0.01, R^2 train: 0.169, R^2 test: -0.106 Bootstrap CV 85, alpha = 0.1, R^2 train: 0.046, R^2 test: -0.039 best alpha via bootstrap CV: 0.01 AUC Train: 0.708, Explained Variance Score Train: 0.169 AUC Validation: 0.470, Explained Variance Score Validation: -0.105 AUC Test: 0.591, Explained Variance Score Test: 0.021 Bootstrap CV 89, alpha = 0.001, R^2 train: 0.130, R^2 test: -0.135 Bootstrap CV 89, alpha = 0.005, R^2 train: 0.123, R^2 test: -0.117 Bootstrap CV 89, alpha = 0.01, R^2 train: 0.117, R^2 test: -0.102 Bootstrap CV 89, alpha = 0.1, R^2 train: 0.032, R^2 test: -0.031 best alpha via bootstrap CV: 0.1 AUC Train: 0.689, Explained Variance Score Train: 0.032 AUC Validation: 0.443, Explained Variance Score Validation: -0.019 AUC Test: 0.505, Explained Variance Score Test: 0.000 Bootstrap CV 86, alpha = 0.001, R^2 train: 0.180, R^2 test: -0.059 Bootstrap CV 86, alpha = 0.005, R^2 train: 0.176, R^2 test: -0.033 Bootstrap CV 86, alpha = 0.01, R^2 train: 0.170, R^2 test: -0.016 Bootstrap CV 86, alpha = 0.1, R^2 train: 0.038, R^2 test: -0.017 best alpha via bootstrap CV: 0.01 AUC Train: 0.692, Explained Variance Score Train: 0.170 AUC Validation: 0.550, Explained Variance Score Validation: -0.016 AUC Test: 0.581, Explained Variance Score Test: 0.022 Bootstrap CV 87, alpha = 0.001, R^2 train: 0.211, R^2 test: -0.079 Bootstrap CV 87, alpha = 0.005, R^2 train: 0.206, R^2 test: -0.047 Bootstrap CV 87, alpha = 0.01, R^2 train: 0.198, R^2 test: -0.019 Bootstrap CV 87, alpha = 0.1, R^2 train: 0.047, R^2 test: -0.021 best alpha via bootstrap CV: 0.1 AUC Train: 0.643, Explained Variance Score Train: 0.047 AUC Validation: 0.406, Explained Variance Score Validation: -0.009 AUC Test: 0.555, Explained Variance Score Test: 0.003 Bootstrap CV 92, alpha = 0.001, R^2 train: 0.198, R^2 test: -0.016 Bootstrap CV 92, alpha = 0.005, R^2 train: 0.196, R^2 test: -0.008 Bootstrap CV 92, alpha = 0.01, R^2 train: 0.189, R^2 test: 0.002 Bootstrap CV 92, alpha = 0.1, R^2 train: 0.041, R^2 test: -0.002 best alpha via bootstrap CV: 0.1 AUC Train: 0.674, Explained Variance Score Train: 0.041 AUC Validation: 0.657, Explained Variance Score Validation: 0.014 AUC Test: 0.529, Explained Variance Score Test: 0.006 Bootstrap CV 84, alpha = 0.001, R^2 train: 0.182, R^2 test: -0.148 Bootstrap CV 84, alpha = 0.005, R^2 train: 0.176, R^2 test: -0.128 Bootstrap CV 84, alpha = 0.01, R^2 train: 0.168, R^2 test: -0.107 Bootstrap CV 84, alpha = 0.1, R^2 train: 0.072, R^2 test: -0.018 best alpha via bootstrap CV: 0.1 AUC Train: 0.700, Explained Variance Score Train: 0.072 AUC Validation: 0.618, Explained Variance Score Validation: -0.018 AUC Test: 0.608, Explained Variance Score Test: 0.051 Bootstrap CV 94, alpha = 0.001, R^2 train: 0.170, R^2 test: -0.139 Bootstrap CV 94, alpha = 0.005, R^2 train: 0.167, R^2 test: -0.114 Bootstrap CV 94, alpha = 0.01, R^2 train: 0.157, R^2 test: -0.091 Bootstrap CV 94, alpha = 0.1, R^2 train: 0.025, R^2 test: 0.018 best alpha via bootstrap CV: 0.1 AUC Train: 0.673, Explained Variance Score Train: 0.025 AUC Validation: 0.689, Explained Variance Score Validation: 0.018 AUC Test: 0.616, Explained Variance Score Test: 0.021 Bootstrap CV 81, alpha = 0.001, R^2 train: 0.129, R^2 test: -0.028 Bootstrap CV 81, alpha = 0.005, R^2 train: 0.127, R^2 test: -0.016 Bootstrap CV 81, alpha = 0.01, R^2 train: 0.123, R^2 test: -0.005 Bootstrap CV 81, alpha = 0.1, R^2 train: 0.013, R^2 test: -0.011 best alpha via bootstrap CV: 0.01 AUC Train: 0.730, Explained Variance Score Train: 0.123 AUC Validation: 0.564, Explained Variance Score Validation: 0.006 AUC Test: 0.617, Explained Variance Score Test: 0.048 Bootstrap CV 80, alpha = 0.001, R^2 train: 0.195, R^2 test: 0.071 Bootstrap CV 80, alpha = 0.005, R^2 train: 0.192, R^2 test: 0.073 Bootstrap CV 80, alpha = 0.01, R^2 train: 0.186, R^2 test: 0.074 Bootstrap CV 80, alpha = 0.1, R^2 train: 0.058, R^2 test: 0.034 best alpha via bootstrap CV: 0.01 AUC Train: 0.755, Explained Variance Score Train: 0.186 AUC Validation: 0.615, Explained Variance Score Validation: 0.078 AUC Test: 0.594, Explained Variance Score Test: 0.019 Bootstrap CV 91, alpha = 0.001, R^2 train: 0.200, R^2 test: -0.257 Bootstrap CV 91, alpha = 0.005, R^2 train: 0.196, R^2 test: -0.217 Bootstrap CV 91, alpha = 0.01, R^2 train: 0.187, R^2 test: -0.190 Bootstrap CV 91, alpha = 0.1, R^2 train: 0.042, R^2 test: -0.011 best alpha via bootstrap CV: 0.1 AUC Train: 0.635, Explained Variance Score Train: 0.042 AUC Validation: 0.525, Explained Variance Score Validation: 0.006 AUC Test: 0.602, Explained Variance Score Test: 0.040 Bootstrap CV 95, alpha = 0.001, R^2 train: 0.176, R^2 test: -0.113 Bootstrap CV 95, alpha = 0.005, R^2 train: 0.173, R^2 test: -0.092 Bootstrap CV 95, alpha = 0.01, R^2 train: 0.168, R^2 test: -0.071 Bootstrap CV 95, alpha = 0.1, R^2 train: 0.017, R^2 test: 0.000 best alpha via bootstrap CV: 0.01 AUC Train: 0.720, Explained Variance Score Train: 0.168 AUC Validation: 0.548, Explained Variance Score Validation: -0.068 AUC Test: 0.577, Explained Variance Score Test: 0.041 Bootstrap CV 88, alpha = 0.001, R^2 train: 0.155, R^2 test: -0.069 Bootstrap CV 88, alpha = 0.005, R^2 train: 0.152, R^2 test: -0.054 Bootstrap CV 88, alpha = 0.01, R^2 train: 0.146, R^2 test: -0.044 Bootstrap CV 88, alpha = 0.1, R^2 train: 0.045, R^2 test: -0.032 best alpha via bootstrap CV: 0.1 AUC Train: 0.675, Explained Variance Score Train: 0.045 AUC Validation: 0.461, Explained Variance Score Validation: -0.004 AUC Test: 0.600, Explained Variance Score Test: 0.035 Bootstrap CV 82, alpha = 0.001, R^2 train: 0.199, R^2 test: -0.137 Bootstrap CV 82, alpha = 0.005, R^2 train: 0.196, R^2 test: -0.106 Bootstrap CV 82, alpha = 0.01, R^2 train: 0.191, R^2 test: -0.088 Bootstrap CV 82, alpha = 0.1, R^2 train: 0.047, R^2 test: -0.001 best alpha via bootstrap CV: 0.1 AUC Train: 0.647, Explained Variance Score Train: 0.047 AUC Validation: 0.625, Explained Variance Score Validation: 0.009 AUC Test: 0.568, Explained Variance Score Test: 0.017 Running batch 7 of 7 with 4 nodes Bootstrap CV 97, alpha = 0.001, R^2 train: 0.161, R^2 test: 0.017 Bootstrap CV 97, alpha = 0.005, R^2 train: 0.160, R^2 test: 0.025 Bootstrap CV 97, alpha = 0.01, R^2 train: 0.157, R^2 test: 0.031 Bootstrap CV 97, alpha = 0.1, R^2 train: 0.054, R^2 test: 0.016 best alpha via bootstrap CV: 0.01 AUC Train: 0.665, Explained Variance Score Train: 0.157 AUC Validation: 0.631, Explained Variance Score Validation: 0.032 AUC Test: 0.673, Explained Variance Score Test: 0.029 Bootstrap CV 99, alpha = 0.001, R^2 train: 0.141, R^2 test: -0.105 Bootstrap CV 99, alpha = 0.005, R^2 train: 0.139, R^2 test: -0.070 Bootstrap CV 99, alpha = 0.01, R^2 train: 0.134, R^2 test: -0.037 Bootstrap CV 99, alpha = 0.1, R^2 train: 0.013, R^2 test: -0.042 best alpha via bootstrap CV: 0.1 AUC Train: 0.549, Explained Variance Score Train: 0.013 AUC Validation: 0.541, Explained Variance Score Validation: 0.005 AUC Test: 0.586, Explained Variance Score Test: 0.004 Bootstrap CV 98, alpha = 0.001, R^2 train: 0.204, R^2 test: 0.000 Bootstrap CV 98, alpha = 0.005, R^2 train: 0.201, R^2 test: 0.023 Bootstrap CV 98, alpha = 0.01, R^2 train: 0.196, R^2 test: 0.041 Bootstrap CV 98, alpha = 0.1, R^2 train: 0.041, R^2 test: -0.013 best alpha via bootstrap CV: 0.01 AUC Train: 0.722, Explained Variance Score Train: 0.196 AUC Validation: 0.694, Explained Variance Score Validation: 0.078 AUC Test: 0.611, Explained Variance Score Test: 0.045 Bootstrap CV 96, alpha = 0.001, R^2 train: 0.203, R^2 test: 0.020 Bootstrap CV 96, alpha = 0.005, R^2 train: 0.194, R^2 test: 0.033 Bootstrap CV 96, alpha = 0.01, R^2 train: 0.190, R^2 test: 0.041 Bootstrap CV 96, alpha = 0.1, R^2 train: 0.044, R^2 test: 0.023 best alpha via bootstrap CV: 0.01 AUC Train: 0.733, Explained Variance Score Train: 0.190 AUC Validation: 0.659, Explained Variance Score Validation: 0.042 AUC Test: 0.612, Explained Variance Score Test: 0.041 total Variables 23 and total subjects: 1698 ->AUC validation: 0.582 95% CI: [0.564 , 0.599] ->AUC test: 0.593 95% CI: [0.586 , 0.600] ->R^2 validation: -0.001 95% CI: [-0.013 , 0.012] ->R^2 test: 0.028 95% CI: [0.025 , 0.032] ->Explained Variance validation: -0.015 95% CI: [-0.028 , -0.002] ->Explained Variance test: 0.021 95% CI: [0.017 , 0.025] Test set metrics: @threshold:1.777, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:1.010, sens:0.018, spec:0.986, ppv:0.200, acc:0.829, f1:0.033, mcc:0.003, total+:5, total-:334 @threshold:0.952, sens:0.036, spec:0.982, ppv:0.286, acc:0.829, f1:0.065, mcc:0.011, total+:7, total-:332 @threshold:0.833, sens:0.055, spec:0.972, ppv:0.273, acc:0.823, f1:0.091, mcc:0.008, total+:11, total-:328 @threshold:0.784, sens:0.073, spec:0.968, ppv:0.308, acc:0.823, f1:0.118, mcc:0.010, total+:13, total-:326 @threshold:0.752, sens:0.091, spec:0.958, ppv:0.294, acc:0.817, f1:0.139, mcc:0.008, total+:17, total-:322 @threshold:0.688, sens:0.127, spec:0.954, ppv:0.350, acc:0.820, f1:0.187, mcc:0.011, total+:20, total-:319 @threshold:0.650, sens:0.145, spec:0.947, ppv:0.348, acc:0.817, f1:0.205, mcc:0.010, total+:23, total-:316 @threshold:0.639, sens:0.164, spec:0.944, ppv:0.360, acc:0.817, f1:0.225, mcc:0.011, total+:25, total-:314 @threshold:0.613, sens:0.182, spec:0.940, ppv:0.370, acc:0.817, f1:0.244, mcc:0.011, total+:27, total-:312 @threshold:0.605, sens:0.182, spec:0.937, ppv:0.357, acc:0.814, f1:0.241, mcc:0.010, total+:28, total-:311 @threshold:0.458, sens:0.200, spec:0.898, ppv:0.275, acc:0.785, f1:0.232, mcc:0.004, total+:40, total-:299 @threshold:0.450, sens:0.200, spec:0.894, ppv:0.268, acc:0.782, f1:0.229, mcc:0.004, total+:41, total-:298 @threshold:0.410, sens:0.218, spec:0.880, ppv:0.261, acc:0.773, f1:0.238, mcc:0.004, total+:46, total-:293 @threshold:0.400, sens:0.218, spec:0.877, ppv:0.255, acc:0.770, f1:0.235, mcc:0.003, total+:47, total-:292 @threshold:0.391, sens:0.236, spec:0.873, ppv:0.265, acc:0.770, f1:0.250, mcc:0.004, total+:49, total-:290 @threshold:0.387, sens:0.236, spec:0.870, ppv:0.260, acc:0.767, f1:0.248, mcc:0.003, total+:50, total-:289 @threshold:0.365, sens:0.255, spec:0.859, ppv:0.259, acc:0.761, f1:0.257, mcc:0.003, total+:54, total-:285 @threshold:0.356, sens:0.273, spec:0.856, ppv:0.268, acc:0.761, f1:0.270, mcc:0.004, total+:56, total-:283 @threshold:0.351, sens:0.291, spec:0.852, ppv:0.276, acc:0.761, f1:0.283, mcc:0.004, total+:58, total-:281 @threshold:0.349, sens:0.291, spec:0.849, ppv:0.271, acc:0.758, f1:0.281, mcc:0.004, total+:59, total-:280 @threshold:0.344, sens:0.309, spec:0.845, ppv:0.279, acc:0.758, f1:0.293, mcc:0.004, total+:61, total-:278 @threshold:0.334, sens:0.309, spec:0.842, ppv:0.274, acc:0.755, f1:0.291, mcc:0.004, total+:62, total-:277 @threshold:0.332, sens:0.327, spec:0.842, ppv:0.286, acc:0.758, f1:0.305, mcc:0.004, total+:63, total-:276 @threshold:0.324, sens:0.327, spec:0.838, ppv:0.281, acc:0.755, f1:0.303, mcc:0.004, total+:64, total-:275 @threshold:0.323, sens:0.345, spec:0.838, ppv:0.292, acc:0.758, f1:0.317, mcc:0.004, total+:65, total-:274 @threshold:0.308, sens:0.345, spec:0.835, ppv:0.288, acc:0.755, f1:0.314, mcc:0.004, total+:66, total-:273 @threshold:0.298, sens:0.364, spec:0.831, ppv:0.294, acc:0.755, f1:0.325, mcc:0.004, total+:68, total-:271 @threshold:0.294, sens:0.364, spec:0.827, ppv:0.290, acc:0.752, f1:0.323, mcc:0.004, total+:69, total-:270 @threshold:0.289, sens:0.382, spec:0.827, ppv:0.300, acc:0.755, f1:0.336, mcc:0.005, total+:70, total-:269 @threshold:0.286, sens:0.400, spec:0.824, ppv:0.306, acc:0.755, f1:0.346, mcc:0.005, total+:72, total-:267 @threshold:0.279, sens:0.418, spec:0.820, ppv:0.311, acc:0.755, f1:0.357, mcc:0.005, total+:74, total-:265 @threshold:0.278, sens:0.418, spec:0.817, ppv:0.307, acc:0.752, f1:0.354, mcc:0.005, total+:75, total-:264 @threshold:0.255, sens:0.436, spec:0.778, ppv:0.276, acc:0.723, f1:0.338, mcc:0.003, total+:87, total-:252 @threshold:0.250, sens:0.455, spec:0.775, ppv:0.281, acc:0.723, f1:0.347, mcc:0.004, total+:89, total-:250 @threshold:0.249, sens:0.473, spec:0.771, ppv:0.286, acc:0.723, f1:0.356, mcc:0.004, total+:91, total-:248 @threshold:0.247, sens:0.473, spec:0.768, ppv:0.283, acc:0.720, f1:0.354, mcc:0.004, total+:92, total-:247 @threshold:0.233, sens:0.491, spec:0.764, ppv:0.287, acc:0.720, f1:0.362, mcc:0.004, total+:94, total-:245 @threshold:0.220, sens:0.491, spec:0.761, ppv:0.284, acc:0.717, f1:0.360, mcc:0.004, total+:95, total-:244 @threshold:0.200, sens:0.509, spec:0.746, ppv:0.280, acc:0.708, f1:0.361, mcc:0.004, total+:100, total-:239 @threshold:0.196, sens:0.509, spec:0.743, ppv:0.277, acc:0.705, f1:0.359, mcc:0.003, total+:101, total-:238 @threshold:0.191, sens:0.527, spec:0.739, ppv:0.282, acc:0.705, f1:0.367, mcc:0.004, total+:103, total-:236 @threshold:0.191, sens:0.527, spec:0.736, ppv:0.279, acc:0.702, f1:0.365, mcc:0.003, total+:104, total-:235 @threshold:0.151, sens:0.545, spec:0.690, ppv:0.254, acc:0.667, f1:0.347, mcc:0.003, total+:118, total-:221 @threshold:0.147, sens:0.564, spec:0.687, ppv:0.258, acc:0.667, f1:0.354, mcc:0.003, total+:120, total-:219 @threshold:0.140, sens:0.582, spec:0.669, ppv:0.254, acc:0.655, f1:0.354, mcc:0.003, total+:126, total-:213 @threshold:0.138, sens:0.582, spec:0.665, ppv:0.252, acc:0.652, f1:0.352, mcc:0.003, total+:127, total-:212 @threshold:0.122, sens:0.600, spec:0.655, ppv:0.252, acc:0.646, f1:0.355, mcc:0.003, total+:131, total-:208 @threshold:0.117, sens:0.600, spec:0.651, ppv:0.250, acc:0.643, f1:0.353, mcc:0.003, total+:132, total-:207 @threshold:0.114, sens:0.618, spec:0.651, ppv:0.256, acc:0.646, f1:0.362, mcc:0.003, total+:133, total-:206 @threshold:0.107, sens:0.618, spec:0.648, ppv:0.254, acc:0.643, f1:0.360, mcc:0.003, total+:134, total-:205 @threshold:0.016, sens:0.636, spec:0.585, ppv:0.229, acc:0.593, f1:0.337, mcc:0.002, total+:153, total-:186 @threshold:0.014, sens:0.636, spec:0.581, ppv:0.227, acc:0.590, f1:0.335, mcc:0.002, total+:154, total-:185 @threshold:0.003, sens:0.655, spec:0.567, ppv:0.226, acc:0.581, f1:0.336, mcc:0.002, total+:159, total-:180 @threshold:0.002, sens:0.655, spec:0.563, ppv:0.225, acc:0.578, f1:0.335, mcc:0.002, total+:160, total-:179 @threshold:-0.008, sens:0.673, spec:0.542, ppv:0.222, acc:0.563, f1:0.333, mcc:0.002, total+:167, total-:172 @threshold:-0.014, sens:0.673, spec:0.539, ppv:0.220, acc:0.560, f1:0.332, mcc:0.002, total+:168, total-:171 @threshold:-0.017, sens:0.691, spec:0.539, ppv:0.225, acc:0.563, f1:0.339, mcc:0.002, total+:169, total-:170 @threshold:-0.025, sens:0.709, spec:0.535, ppv:0.228, acc:0.563, f1:0.345, mcc:0.002, total+:171, total-:168 @threshold:-0.038, sens:0.727, spec:0.532, ppv:0.231, acc:0.563, f1:0.351, mcc:0.002, total+:173, total-:166 @threshold:-0.039, sens:0.727, spec:0.528, ppv:0.230, acc:0.560, f1:0.349, mcc:0.002, total+:174, total-:165 @threshold:-0.067, sens:0.745, spec:0.500, ppv:0.224, acc:0.540, f1:0.345, mcc:0.002, total+:183, total-:156 @threshold:-0.072, sens:0.745, spec:0.496, ppv:0.223, acc:0.537, f1:0.343, mcc:0.002, total+:184, total-:155 @threshold:-0.080, sens:0.764, spec:0.493, ppv:0.226, acc:0.537, f1:0.349, mcc:0.002, total+:186, total-:153 @threshold:-0.081, sens:0.764, spec:0.489, ppv:0.225, acc:0.534, f1:0.347, mcc:0.002, total+:187, total-:152 @threshold:-0.084, sens:0.782, spec:0.489, ppv:0.229, acc:0.537, f1:0.354, mcc:0.002, total+:188, total-:151 @threshold:-0.087, sens:0.782, spec:0.486, ppv:0.228, acc:0.534, f1:0.352, mcc:0.002, total+:189, total-:150 @threshold:-0.152, sens:0.800, spec:0.423, ppv:0.212, acc:0.484, f1:0.335, mcc:0.002, total+:208, total-:131 @threshold:-0.153, sens:0.800, spec:0.419, ppv:0.211, acc:0.481, f1:0.333, mcc:0.002, total+:209, total-:130 @threshold:-0.194, sens:0.818, spec:0.377, ppv:0.203, acc:0.448, f1:0.325, mcc:0.001, total+:222, total-:117 @threshold:-0.198, sens:0.818, spec:0.373, ppv:0.202, acc:0.445, f1:0.324, mcc:0.001, total+:223, total-:116 @threshold:-0.220, sens:0.836, spec:0.349, ppv:0.199, acc:0.428, f1:0.322, mcc:0.001, total+:231, total-:108 @threshold:-0.220, sens:0.836, spec:0.345, ppv:0.198, acc:0.425, f1:0.321, mcc:0.001, total+:232, total-:107 @threshold:-0.244, sens:0.855, spec:0.313, ppv:0.194, acc:0.401, f1:0.316, mcc:0.001, total+:242, total-:97 @threshold:-0.252, sens:0.855, spec:0.310, ppv:0.193, acc:0.398, f1:0.315, mcc:0.001, total+:243, total-:96 @threshold:-0.291, sens:0.873, spec:0.268, ppv:0.188, acc:0.366, f1:0.309, mcc:0.001, total+:256, total-:83 @threshold:-0.299, sens:0.873, spec:0.264, ppv:0.187, acc:0.363, f1:0.308, mcc:0.001, total+:257, total-:82 @threshold:-0.312, sens:0.891, spec:0.261, ppv:0.189, acc:0.363, f1:0.312, mcc:0.001, total+:259, total-:80 @threshold:-0.316, sens:0.891, spec:0.257, ppv:0.188, acc:0.360, f1:0.311, mcc:0.001, total+:260, total-:79 @threshold:-0.369, sens:0.909, spec:0.229, ppv:0.186, acc:0.339, f1:0.309, mcc:0.001, total+:269, total-:70 @threshold:-0.372, sens:0.909, spec:0.225, ppv:0.185, acc:0.336, f1:0.308, mcc:0.001, total+:270, total-:69 @threshold:-0.411, sens:0.927, spec:0.180, ppv:0.180, acc:0.301, f1:0.301, mcc:0.001, total+:284, total-:55 @threshold:-0.420, sens:0.927, spec:0.176, ppv:0.179, acc:0.298, f1:0.300, mcc:0.001, total+:285, total-:54 @threshold:-0.430, sens:0.945, spec:0.173, ppv:0.181, acc:0.298, f1:0.304, mcc:0.001, total+:287, total-:52 @threshold:-0.430, sens:0.945, spec:0.169, ppv:0.181, acc:0.295, f1:0.303, mcc:0.001, total+:288, total-:51 @threshold:-0.484, sens:0.964, spec:0.120, ppv:0.175, acc:0.257, f1:0.296, mcc:0.001, total+:303, total-:36 @threshold:-0.485, sens:0.964, spec:0.116, ppv:0.174, acc:0.254, f1:0.295, mcc:0.001, total+:304, total-:35 @threshold:-0.537, sens:0.982, spec:0.095, ppv:0.174, acc:0.239, f1:0.295, mcc:0.001, total+:311, total-:28 @threshold:-0.544, sens:0.982, spec:0.092, ppv:0.173, acc:0.236, f1:0.294, mcc:0.001, total+:312, total-:27 @threshold:-0.966, sens:1.000, spec:0.004, ppv:0.163, acc:0.165, f1:0.280, mcc:0.001, total+:338, total-:1 * Vital: HC-avg16to19 | coef 0.107 95% CI: [0.079 , 0.136] | OR_adj 1.113 [1.082 1.145] | occ: 930 | OR_unadj: 1.811 [1.365 2.403] | indivs AUC:0.545 Correlated most with: MatDeliveryAge:0.020 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.013 Number of Visits:0.011 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.011 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.011 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.008 Vital: HC-latest | coef 0.072 95% CI: [0.058 , 0.085] | OR_adj 1.074 [1.060 1.089] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.592 Correlated most with: Number of Visits:0.302 MatDeliveryAge:0.058 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.058 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.022 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.022 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.009 * Vital: HC-avg13to16 | coef 0.051 95% CI: [0.029 , 0.073] | OR_adj 1.052 [1.029 1.076] | occ: 990 | OR_unadj: 1.619 [1.234 2.125] | indivs AUC:0.603 Correlated most with: Number of Visits:0.030 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.018 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.017 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.017 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.003 MatDeliveryAge:0.001 * Vital: HC-avg10to13 | coef 0.045 95% CI: [0.024 , 0.066] | OR_adj 1.046 [1.024 1.068] | occ: 1158 | OR_unadj: 1.481 [1.134 1.934] | indivs AUC:0.587 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.042 Number of Visits:0.041 MatDeliveryAge:0.014 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.008 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.008 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.003 * Number of Visits | coef -0.033 95% CI: [-0.043 , -0.024] | OR_adj 0.967 [0.958 0.976] | occ: 1645 | OR_unadj: 0.708 [0.535 0.936] | indivs AUC:0.478 Correlated most with: Number of Visits:1.000 MatDeliveryAge:0.088 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.037 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.035 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.027 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.024 * Vital: Ht Percentile-gain0to24 | coef 0.033 95% CI: [0.019 , 0.048] | OR_adj 1.034 [1.019 1.049] | occ: 899 | OR_unadj: 1.356 [1.016 1.808] | indivs AUC:0.595 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.047 Number of Visits:0.045 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.011 MatDeliveryAge:0.006 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.001 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.001 * Vital: Ht Percentile-latest | coef 0.033 95% CI: [0.022 , 0.044] | OR_adj 1.034 [1.022 1.045] | occ: 1043 | OR_unadj: 1.325 [1.003 1.751] | indivs AUC:0.562 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.025 MatDeliveryAge:0.021 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.015 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.015 Number of Visits:0.009 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.004 * Vital: HC-avg5to7 | coef 0.033 95% CI: [0.018 , 0.048] | OR_adj 1.033 [1.018 1.049] | occ: 1123 | OR_unadj: 1.500 [1.143 1.967] | indivs AUC:0.535 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.030 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.015 MatDeliveryAge:0.013 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.010 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.010 Number of Visits:-0.008 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.031 95% CI: [0.019 , 0.043] | OR_adj 1.031 [1.019 1.044] | occ: 1057 | OR_unadj: 1.438 [1.084 1.906] | indivs AUC:0.568 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.299 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.030 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.030 Number of Visits:-0.027 MatDeliveryAge:0.011 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.029 95% CI: [0.016 , 0.043] | OR_adj 1.030 [1.016 1.044] | occ: 1055 | OR_unadj: 1.153 [0.870 1.529] | indivs AUC:0.515 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.999 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.188 Number of Visits:-0.035 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.030 MatDeliveryAge:0.012 * Vital: Ht-avg16to19 | coef 0.028 95% CI: [0.011 , 0.044] | OR_adj 1.028 [1.011 1.045] | occ: 1265 | OR_unadj: 1.417 [1.082 1.855] | indivs AUC:0.507 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.039 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.039 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.023 MatDeliveryAge:-0.022 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.016 Number of Visits:0.013 Vital: Ht Percentile-gain3to7 | coef 0.026 95% CI: [0.010 , 0.042] | OR_adj 1.026 [1.010 1.042] | occ: 513 | OR_unadj: 0.862 [0.579 1.284] | indivs AUC:0.498 Correlated most with: Number of Visits:0.044 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.016 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.011 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.011 MatDeliveryAge:-0.007 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.004 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.023 95% CI: [0.008 , 0.038] | OR_adj 1.023 [1.008 1.039] | occ: 1055 | OR_unadj: 1.275 [0.954 1.704] | indivs AUC:0.584 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.299 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.188 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.187 Number of Visits:-0.024 MatDeliveryAge:0.007 Vital: HC-gain16to24 | coef 0.021 95% CI: [0.010 , 0.032] | OR_adj 1.021 [1.010 1.032] | occ: 1064 | OR_unadj: 0.868 [0.662 1.137] | indivs AUC:0.535 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.047 Number of Visits:-0.036 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.034 MatDeliveryAge:-0.011 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.000 Vital: Ht-gain3to7 | coef 0.019 95% CI: [0.008 , 0.031] | OR_adj 1.020 [1.008 1.032] | occ: 1405 | OR_unadj: 1.120 [0.858 1.461] | indivs AUC:0.523 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.043 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.043 Number of Visits:0.042 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.022 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.008 MatDeliveryAge:-0.007 MatDeliveryAge | coef 0.017 95% CI: [0.008 , 0.025] | OR_adj 1.017 [1.008 1.026] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.518 Correlated most with: MatDeliveryAge:1.000 Number of Visits:0.088 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.012 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.012 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.007 Vital: Ht-gain0to3 | coef 0.014 95% CI: [0.004 , 0.023] | OR_adj 1.014 [1.004 1.024] | occ: 1394 | OR_unadj: 0.853 [0.644 1.129] | indivs AUC:0.537 Correlated most with: Number of Visits:0.136 MatDeliveryAge:0.047 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.032 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.032 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.032 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.013 Vital: Ht Percentile-gain7to13 | coef 0.013 95% CI: [-0.000 , 0.026] | OR_adj 1.013 [1.000 1.026] | occ: 713 | OR_unadj: 1.104 [0.782 1.559] | indivs AUC:0.479 Correlated most with: Number of Visits:0.021 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.009 MatDeliveryAge:0.006 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.003 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.002 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.002 Vital: Ht-avg10to13 | coef -0.011 95% CI: [-0.024 , 0.001] | OR_adj 0.989 [0.976 1.001] | occ: 1381 | OR_unadj: 1.307 [0.998 1.712] | indivs AUC:0.544 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.033 Number of Visits:0.027 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.020 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.020 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.011 MatDeliveryAge:-0.007 Vital: Ht-gain5to10 | coef 0.004 95% CI: [-0.006 , 0.014] | OR_adj 1.004 [0.994 1.014] | occ: 1429 | OR_unadj: 1.097 [0.806 1.493] | indivs AUC:0.492 Correlated most with: Number of Visits:0.044 MatDeliveryAge:-0.028 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.023 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.017 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.008 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.008 Vital: Ht-gain16to24 | coef -0.002 95% CI: [-0.012 , 0.007] | OR_adj 0.998 [0.989 1.007] | occ: 1417 | OR_unadj: 1.402 [0.978 2.008] | indivs AUC:0.553 Correlated most with: Number of Visits:-0.061 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.029 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.023 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.021 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.001 MatDeliveryAge:-0.000 Vital: HC-gain3to7 | coef -0.002 95% CI: [-0.013 , 0.009] | OR_adj 0.998 [0.987 1.009] | occ: 1310 | OR_unadj: 1.076 [0.825 1.404] | indivs AUC:0.578 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.056 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.056 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.032 MatDeliveryAge:0.026 Number of Visits:0.022 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.001 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef -0.001 95% CI: [-0.004 , 0.002] | OR_adj 0.999 [0.996 1.002] | occ: 1058 | OR_unadj: 1.146 [0.865 1.519] | indivs AUC:0.509 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.999 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.187 Number of Visits:-0.037 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.030 MatDeliveryAge:0.012 Vital : 0.482434352269 Number of Visits : -0.0334704933194 Census : 0.0819562050866 MatDeliveryAge : 0.0166953709113 Time to run analysis 0:00:35.091687 Total Time elapsed 17:08:05.247171 ----------------------------------------------------- girls lasso_fts no_wt_bmi randomforest regression Running batch 1 of 7 with 16 nodes Bootstrap CV 10, alpha = (3000, 2, 1), R^2 train: 0.876, R^2 test: -1.363 Bootstrap CV 10, alpha = (3000, 2, 2), R^2 train: 0.738, R^2 test: -0.409 Bootstrap CV 10, alpha = (3000, 2, 5), R^2 train: 0.529, R^2 test: -0.036 Bootstrap CV 10, alpha = (3000, 2, 7), R^2 train: 0.448, R^2 test: -0.047 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.930, Explained Variance Score Train: 0.448 AUC Validation: 0.637, Explained Variance Score Validation: -0.047 AUC Test: 0.622, Explained Variance Score Test: 0.030 Bootstrap CV 13, alpha = (3000, 2, 1), R^2 train: 0.851, R^2 test: -0.111 Bootstrap CV 13, alpha = (3000, 2, 2), R^2 train: 0.767, R^2 test: -0.081 Bootstrap CV 13, alpha = (3000, 2, 5), R^2 train: 0.529, R^2 test: -0.036 Bootstrap CV 13, alpha = (3000, 2, 7), R^2 train: 0.437, R^2 test: -0.019 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.979, Explained Variance Score Train: 0.529 AUC Validation: 0.444, Explained Variance Score Validation: -0.036 AUC Test: 0.599, Explained Variance Score Test: 0.046 Bootstrap CV 11, alpha = (3000, 2, 1), R^2 train: 0.864, R^2 test: 0.054 Bootstrap CV 11, alpha = (3000, 2, 2), R^2 train: 0.790, R^2 test: 0.050 Bootstrap CV 11, alpha = (3000, 2, 5), R^2 train: 0.569, R^2 test: 0.046 Bootstrap CV 11, alpha = (3000, 2, 7), R^2 train: 0.475, R^2 test: 0.045 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.932, Explained Variance Score Train: 0.475 AUC Validation: 0.668, Explained Variance Score Validation: 0.054 AUC Test: 0.625, Explained Variance Score Test: 0.052 Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.822, R^2 test: 0.134 Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.726, R^2 test: 0.083 Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.516, R^2 test: 0.046 Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.431, R^2 test: 0.040 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.971, Explained Variance Score Train: 0.516 AUC Validation: 0.736, Explained Variance Score Validation: 0.048 AUC Test: 0.587, Explained Variance Score Test: 0.005 Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.865, R^2 test: -0.017 Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.782, R^2 test: -0.001 Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.567, R^2 test: 0.045 Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.474, R^2 test: 0.038 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.955, Explained Variance Score Train: 0.475 AUC Validation: 0.671, Explained Variance Score Validation: 0.038 AUC Test: 0.606, Explained Variance Score Test: 0.055 Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.877, R^2 test: -0.211 Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.810, R^2 test: -0.247 Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.594, R^2 test: -0.199 Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.512, R^2 test: -0.159 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.926, Explained Variance Score Train: 0.512 AUC Validation: 0.529, Explained Variance Score Validation: -0.140 AUC Test: 0.568, Explained Variance Score Test: -0.057 Bootstrap CV 14, alpha = (3000, 2, 1), R^2 train: 0.827, R^2 test: 0.010 Bootstrap CV 14, alpha = (3000, 2, 2), R^2 train: 0.757, R^2 test: 0.028 Bootstrap CV 14, alpha = (3000, 2, 5), R^2 train: 0.527, R^2 test: 0.003 Bootstrap CV 14, alpha = (3000, 2, 7), R^2 train: 0.427, R^2 test: 0.003 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.932, Explained Variance Score Train: 0.427 AUC Validation: 0.584, Explained Variance Score Validation: 0.015 AUC Test: 0.609, Explained Variance Score Test: 0.044 Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.856, R^2 test: -0.247 Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.761, R^2 test: -0.149 Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.542, R^2 test: -0.065 Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.444, R^2 test: -0.070 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.901, Explained Variance Score Train: 0.444 AUC Validation: 0.612, Explained Variance Score Validation: -0.041 AUC Test: 0.639, Explained Variance Score Test: 0.042 Bootstrap CV 15, alpha = (3000, 2, 1), R^2 train: 0.885, R^2 test: -0.078 Bootstrap CV 15, alpha = (3000, 2, 2), R^2 train: 0.826, R^2 test: -0.079 Bootstrap CV 15, alpha = (3000, 2, 5), R^2 train: 0.597, R^2 test: -0.058 Bootstrap CV 15, alpha = (3000, 2, 7), R^2 train: 0.495, R^2 test: -0.035 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.920, Explained Variance Score Train: 0.495 AUC Validation: 0.640, Explained Variance Score Validation: -0.035 AUC Test: 0.595, Explained Variance Score Test: 0.034 Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.854, R^2 test: -0.106 Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.762, R^2 test: -0.039 Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.564, R^2 test: 0.025 Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.472, R^2 test: 0.030 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.951, Explained Variance Score Train: 0.472 AUC Validation: 0.635, Explained Variance Score Validation: 0.031 AUC Test: 0.554, Explained Variance Score Test: -0.029 Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.852, R^2 test: -0.070 Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.780, R^2 test: -0.046 Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.556, R^2 test: -0.008 Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.463, R^2 test: -0.003 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.950, Explained Variance Score Train: 0.463 AUC Validation: 0.551, Explained Variance Score Validation: -0.003 AUC Test: 0.588, Explained Variance Score Test: 0.062 Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.802, R^2 test: -0.014 Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.719, R^2 test: 0.038 Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.508, R^2 test: 0.095 Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.418, R^2 test: 0.100 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.950, Explained Variance Score Train: 0.418 AUC Validation: 0.714, Explained Variance Score Validation: 0.101 AUC Test: 0.599, Explained Variance Score Test: 0.043 Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.860, R^2 test: -0.283 Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.729, R^2 test: -0.154 Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.493, R^2 test: -0.103 Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.404, R^2 test: -0.082 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.939, Explained Variance Score Train: 0.404 AUC Validation: 0.591, Explained Variance Score Validation: -0.056 AUC Test: 0.544, Explained Variance Score Test: 0.009 Bootstrap CV 12, alpha = (3000, 2, 1), R^2 train: 0.848, R^2 test: -0.131 Bootstrap CV 12, alpha = (3000, 2, 2), R^2 train: 0.778, R^2 test: -0.112 Bootstrap CV 12, alpha = (3000, 2, 5), R^2 train: 0.542, R^2 test: -0.070 Bootstrap CV 12, alpha = (3000, 2, 7), R^2 train: 0.446, R^2 test: -0.050 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.930, Explained Variance Score Train: 0.446 AUC Validation: 0.600, Explained Variance Score Validation: -0.042 AUC Test: 0.618, Explained Variance Score Test: 0.044 Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.809, R^2 test: -0.064 Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.697, R^2 test: -0.009 Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.498, R^2 test: -0.004 Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.413, R^2 test: -0.006 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.935, Explained Variance Score Train: 0.413 AUC Validation: 0.654, Explained Variance Score Validation: 0.010 AUC Test: 0.600, Explained Variance Score Test: 0.044 Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.834, R^2 test: -0.030 Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.753, R^2 test: -0.010 Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.507, R^2 test: 0.026 Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.411, R^2 test: 0.041 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.934, Explained Variance Score Train: 0.411 AUC Validation: 0.646, Explained Variance Score Validation: 0.054 AUC Test: 0.595, Explained Variance Score Test: 0.047 Running batch 2 of 7 with 16 nodes Bootstrap CV 19, alpha = (3000, 2, 1), R^2 train: 0.843, R^2 test: -0.061 Bootstrap CV 19, alpha = (3000, 2, 2), R^2 train: 0.770, R^2 test: -0.028 Bootstrap CV 19, alpha = (3000, 2, 5), R^2 train: 0.551, R^2 test: 0.007 Bootstrap CV 19, alpha = (3000, 2, 7), R^2 train: 0.455, R^2 test: 0.037 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.932, Explained Variance Score Train: 0.455 AUC Validation: 0.657, Explained Variance Score Validation: 0.038 AUC Test: 0.613, Explained Variance Score Test: 0.060 Bootstrap CV 27, alpha = (3000, 2, 1), R^2 train: 0.850, R^2 test: -0.002 Bootstrap CV 27, alpha = (3000, 2, 2), R^2 train: 0.751, R^2 test: -0.037 Bootstrap CV 27, alpha = (3000, 2, 5), R^2 train: 0.498, R^2 test: -0.032 Bootstrap CV 27, alpha = (3000, 2, 7), R^2 train: 0.418, R^2 test: -0.017 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.914, Explained Variance Score Train: 0.418 AUC Validation: 0.619, Explained Variance Score Validation: -0.015 AUC Test: 0.591, Explained Variance Score Test: 0.044 Bootstrap CV 20, alpha = (3000, 2, 1), R^2 train: 0.864, R^2 test: -0.103 Bootstrap CV 20, alpha = (3000, 2, 2), R^2 train: 0.795, R^2 test: -0.100 Bootstrap CV 20, alpha = (3000, 2, 5), R^2 train: 0.582, R^2 test: -0.104 Bootstrap CV 20, alpha = (3000, 2, 7), R^2 train: 0.479, R^2 test: -0.100 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.936, Explained Variance Score Train: 0.479 AUC Validation: 0.485, Explained Variance Score Validation: -0.074 AUC Test: 0.607, Explained Variance Score Test: 0.042 Bootstrap CV 25, alpha = (3000, 2, 1), R^2 train: 0.858, R^2 test: -0.075 Bootstrap CV 25, alpha = (3000, 2, 2), R^2 train: 0.693, R^2 test: -0.056 Bootstrap CV 25, alpha = (3000, 2, 5), R^2 train: 0.484, R^2 test: -0.041 Bootstrap CV 25, alpha = (3000, 2, 7), R^2 train: 0.398, R^2 test: -0.056 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.939, Explained Variance Score Train: 0.484 AUC Validation: 0.556, Explained Variance Score Validation: -0.037 AUC Test: 0.564, Explained Variance Score Test: 0.025 Bootstrap CV 24, alpha = (3000, 2, 1), R^2 train: 0.860, R^2 test: 0.069 Bootstrap CV 24, alpha = (3000, 2, 2), R^2 train: 0.750, R^2 test: 0.056 Bootstrap CV 24, alpha = (3000, 2, 5), R^2 train: 0.517, R^2 test: 0.044 Bootstrap CV 24, alpha = (3000, 2, 7), R^2 train: 0.424, R^2 test: 0.049 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.959, Explained Variance Score Train: 0.517 AUC Validation: 0.638, Explained Variance Score Validation: 0.045 AUC Test: 0.566, Explained Variance Score Test: 0.033 Bootstrap CV 23, alpha = (3000, 2, 1), R^2 train: 0.830, R^2 test: -0.173 Bootstrap CV 23, alpha = (3000, 2, 2), R^2 train: 0.656, R^2 test: -0.197 Bootstrap CV 23, alpha = (3000, 2, 5), R^2 train: 0.460, R^2 test: -0.212 Bootstrap CV 23, alpha = (3000, 2, 7), R^2 train: 0.384, R^2 test: -0.133 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.950, Explained Variance Score Train: 0.384 AUC Validation: 0.570, Explained Variance Score Validation: -0.083 AUC Test: 0.593, Explained Variance Score Test: 0.060 Bootstrap CV 21, alpha = (3000, 2, 1), R^2 train: 0.847, R^2 test: -0.090 Bootstrap CV 21, alpha = (3000, 2, 2), R^2 train: 0.760, R^2 test: -0.081 Bootstrap CV 21, alpha = (3000, 2, 5), R^2 train: 0.543, R^2 test: -0.091 Bootstrap CV 21, alpha = (3000, 2, 7), R^2 train: 0.455, R^2 test: -0.089 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.930, Explained Variance Score Train: 0.455 AUC Validation: 0.529, Explained Variance Score Validation: -0.084 AUC Test: 0.657, Explained Variance Score Test: 0.084 Bootstrap CV 22, alpha = (3000, 2, 1), R^2 train: 0.850, R^2 test: -0.004 Bootstrap CV 22, alpha = (3000, 2, 2), R^2 train: 0.754, R^2 test: -0.016 Bootstrap CV 22, alpha = (3000, 2, 5), R^2 train: 0.511, R^2 test: -0.010 Bootstrap CV 22, alpha = (3000, 2, 7), R^2 train: 0.433, R^2 test: -0.001 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.918, Explained Variance Score Train: 0.433 AUC Validation: 0.628, Explained Variance Score Validation: 0.016 AUC Test: 0.552, Explained Variance Score Test: 0.034 Bootstrap CV 31, alpha = (3000, 2, 1), R^2 train: 0.849, R^2 test: -0.017 Bootstrap CV 31, alpha = (3000, 2, 2), R^2 train: 0.752, R^2 test: -0.038 Bootstrap CV 31, alpha = (3000, 2, 5), R^2 train: 0.503, R^2 test: 0.010 Bootstrap CV 31, alpha = (3000, 2, 7), R^2 train: 0.401, R^2 test: 0.024 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.928, Explained Variance Score Train: 0.401 AUC Validation: 0.567, Explained Variance Score Validation: 0.032 AUC Test: 0.595, Explained Variance Score Test: 0.021 Bootstrap CV 16, alpha = (3000, 2, 1), R^2 train: 0.805, R^2 test: -0.099 Bootstrap CV 16, alpha = (3000, 2, 2), R^2 train: 0.736, R^2 test: -0.028 Bootstrap CV 16, alpha = (3000, 2, 5), R^2 train: 0.528, R^2 test: 0.013 Bootstrap CV 16, alpha = (3000, 2, 7), R^2 train: 0.450, R^2 test: 0.044 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.946, Explained Variance Score Train: 0.450 AUC Validation: 0.677, Explained Variance Score Validation: 0.060 AUC Test: 0.593, Explained Variance Score Test: -0.003 Bootstrap CV 18, alpha = (3000, 2, 1), R^2 train: 0.850, R^2 test: 0.113 Bootstrap CV 18, alpha = (3000, 2, 2), R^2 train: 0.759, R^2 test: 0.144 Bootstrap CV 18, alpha = (3000, 2, 5), R^2 train: 0.541, R^2 test: 0.179 Bootstrap CV 18, alpha = (3000, 2, 7), R^2 train: 0.446, R^2 test: 0.183 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.977, Explained Variance Score Train: 0.759 AUC Validation: 0.722, Explained Variance Score Validation: 0.150 AUC Test: 0.622, Explained Variance Score Test: 0.052 Bootstrap CV 29, alpha = (3000, 2, 1), R^2 train: 0.840, R^2 test: 0.081 Bootstrap CV 29, alpha = (3000, 2, 2), R^2 train: 0.686, R^2 test: 0.077 Bootstrap CV 29, alpha = (3000, 2, 5), R^2 train: 0.483, R^2 test: -0.028 Bootstrap CV 29, alpha = (3000, 2, 7), R^2 train: 0.408, R^2 test: -0.025 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.919, Explained Variance Score Train: 0.408 AUC Validation: 0.625, Explained Variance Score Validation: -0.025 AUC Test: 0.606, Explained Variance Score Test: 0.070 Bootstrap CV 30, alpha = (3000, 2, 1), R^2 train: 0.843, R^2 test: 0.016 Bootstrap CV 30, alpha = (3000, 2, 2), R^2 train: 0.706, R^2 test: 0.019 Bootstrap CV 30, alpha = (3000, 2, 5), R^2 train: 0.453, R^2 test: 0.028 Bootstrap CV 30, alpha = (3000, 2, 7), R^2 train: 0.373, R^2 test: 0.023 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.934, Explained Variance Score Train: 0.453 AUC Validation: 0.627, Explained Variance Score Validation: 0.028 AUC Test: 0.592, Explained Variance Score Test: 0.059 Bootstrap CV 28, alpha = (3000, 2, 1), R^2 train: 0.827, R^2 test: -0.228 Bootstrap CV 28, alpha = (3000, 2, 2), R^2 train: 0.714, R^2 test: -0.178 Bootstrap CV 28, alpha = (3000, 2, 5), R^2 train: 0.488, R^2 test: -0.115 Bootstrap CV 28, alpha = (3000, 2, 7), R^2 train: 0.404, R^2 test: -0.110 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.933, Explained Variance Score Train: 0.405 AUC Validation: 0.562, Explained Variance Score Validation: -0.034 AUC Test: 0.596, Explained Variance Score Test: 0.032 Bootstrap CV 26, alpha = (3000, 2, 1), R^2 train: 0.867, R^2 test: 0.080 Bootstrap CV 26, alpha = (3000, 2, 2), R^2 train: 0.805, R^2 test: 0.079 Bootstrap CV 26, alpha = (3000, 2, 5), R^2 train: 0.584, R^2 test: 0.084 Bootstrap CV 26, alpha = (3000, 2, 7), R^2 train: 0.486, R^2 test: 0.078 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.925, Explained Variance Score Train: 0.486 AUC Validation: 0.707, Explained Variance Score Validation: 0.078 AUC Test: 0.597, Explained Variance Score Test: 0.052 Bootstrap CV 17, alpha = (3000, 2, 1), R^2 train: 0.860, R^2 test: -0.089 Bootstrap CV 17, alpha = (3000, 2, 2), R^2 train: 0.785, R^2 test: -0.103 Bootstrap CV 17, alpha = (3000, 2, 5), R^2 train: 0.570, R^2 test: -0.045 Bootstrap CV 17, alpha = (3000, 2, 7), R^2 train: 0.470, R^2 test: -0.019 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.920, Explained Variance Score Train: 0.470 AUC Validation: 0.660, Explained Variance Score Validation: -0.017 AUC Test: 0.640, Explained Variance Score Test: 0.030 Running batch 3 of 7 with 16 nodes Bootstrap CV 39, alpha = (3000, 2, 1), R^2 train: 0.837, R^2 test: 0.024 Bootstrap CV 39, alpha = (3000, 2, 2), R^2 train: 0.761, R^2 test: 0.035 Bootstrap CV 39, alpha = (3000, 2, 5), R^2 train: 0.536, R^2 test: 0.050 Bootstrap CV 39, alpha = (3000, 2, 7), R^2 train: 0.439, R^2 test: 0.060 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.898, Explained Variance Score Train: 0.439 AUC Validation: 0.704, Explained Variance Score Validation: 0.061 AUC Test: 0.600, Explained Variance Score Test: 0.047 Bootstrap CV 40, alpha = (3000, 2, 1), R^2 train: 0.822, R^2 test: -0.048 Bootstrap CV 40, alpha = (3000, 2, 2), R^2 train: 0.617, R^2 test: -0.025 Bootstrap CV 40, alpha = (3000, 2, 5), R^2 train: 0.444, R^2 test: 0.043 Bootstrap CV 40, alpha = (3000, 2, 7), R^2 train: 0.359, R^2 test: 0.037 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.936, Explained Variance Score Train: 0.359 AUC Validation: 0.688, Explained Variance Score Validation: 0.042 AUC Test: 0.641, Explained Variance Score Test: 0.057 Bootstrap CV 36, alpha = (3000, 2, 1), R^2 train: 0.821, R^2 test: -0.284 Bootstrap CV 36, alpha = (3000, 2, 2), R^2 train: 0.724, R^2 test: -0.325 Bootstrap CV 36, alpha = (3000, 2, 5), R^2 train: 0.450, R^2 test: -0.153 Bootstrap CV 36, alpha = (3000, 2, 7), R^2 train: 0.381, R^2 test: -0.064 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.939, Explained Variance Score Train: 0.381 AUC Validation: 0.637, Explained Variance Score Validation: -0.036 AUC Test: 0.597, Explained Variance Score Test: 0.036 Bootstrap CV 37, alpha = (3000, 2, 1), R^2 train: 0.831, R^2 test: -0.179 Bootstrap CV 37, alpha = (3000, 2, 2), R^2 train: 0.741, R^2 test: -0.159 Bootstrap CV 37, alpha = (3000, 2, 5), R^2 train: 0.534, R^2 test: -0.068 Bootstrap CV 37, alpha = (3000, 2, 7), R^2 train: 0.452, R^2 test: -0.033 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.927, Explained Variance Score Train: 0.452 AUC Validation: 0.689, Explained Variance Score Validation: -0.025 AUC Test: 0.613, Explained Variance Score Test: 0.039 Bootstrap CV 45, alpha = (3000, 2, 1), R^2 train: 0.863, R^2 test: 0.022 Bootstrap CV 45, alpha = (3000, 2, 2), R^2 train: 0.766, R^2 test: 0.029 Bootstrap CV 45, alpha = (3000, 2, 5), R^2 train: 0.535, R^2 test: -0.011 Bootstrap CV 45, alpha = (3000, 2, 7), R^2 train: 0.441, R^2 test: -0.010 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.945, Explained Variance Score Train: 0.535 AUC Validation: 0.592, Explained Variance Score Validation: -0.001 AUC Test: 0.613, Explained Variance Score Test: 0.042 Bootstrap CV 35, alpha = (3000, 2, 1), R^2 train: 0.848, R^2 test: -0.098 Bootstrap CV 35, alpha = (3000, 2, 2), R^2 train: 0.770, R^2 test: -0.093 Bootstrap CV 35, alpha = (3000, 2, 5), R^2 train: 0.535, R^2 test: -0.071 Bootstrap CV 35, alpha = (3000, 2, 7), R^2 train: 0.430, R^2 test: -0.059 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.964, Explained Variance Score Train: 0.430 AUC Validation: 0.472, Explained Variance Score Validation: -0.057 AUC Test: 0.595, Explained Variance Score Test: 0.040 Bootstrap CV 33, alpha = (3000, 2, 1), R^2 train: 0.857, R^2 test: -0.063 Bootstrap CV 33, alpha = (3000, 2, 2), R^2 train: 0.785, R^2 test: -0.079 Bootstrap CV 33, alpha = (3000, 2, 5), R^2 train: 0.588, R^2 test: -0.057 Bootstrap CV 33, alpha = (3000, 2, 7), R^2 train: 0.497, R^2 test: -0.046 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.995, Explained Variance Score Train: 0.857 AUC Validation: 0.519, Explained Variance Score Validation: -0.053 AUC Test: 0.643, Explained Variance Score Test: 0.027 Bootstrap CV 38, alpha = (3000, 2, 1), R^2 train: 0.833, R^2 test: -0.342 Bootstrap CV 38, alpha = (3000, 2, 2), R^2 train: 0.718, R^2 test: -0.130 Bootstrap CV 38, alpha = (3000, 2, 5), R^2 train: 0.516, R^2 test: -0.078 Bootstrap CV 38, alpha = (3000, 2, 7), R^2 train: 0.434, R^2 test: -0.041 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.939, Explained Variance Score Train: 0.435 AUC Validation: 0.664, Explained Variance Score Validation: -0.020 AUC Test: 0.637, Explained Variance Score Test: 0.053 Bootstrap CV 34, alpha = (3000, 2, 1), R^2 train: 0.834, R^2 test: -0.107 Bootstrap CV 34, alpha = (3000, 2, 2), R^2 train: 0.621, R^2 test: -0.072 Bootstrap CV 34, alpha = (3000, 2, 5), R^2 train: 0.407, R^2 test: -0.031 Bootstrap CV 34, alpha = (3000, 2, 7), R^2 train: 0.329, R^2 test: -0.037 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.896, Explained Variance Score Train: 0.329 AUC Validation: 0.613, Explained Variance Score Validation: -0.030 AUC Test: 0.617, Explained Variance Score Test: 0.012 Bootstrap CV 32, alpha = (3000, 2, 1), R^2 train: 0.850, R^2 test: -0.211 Bootstrap CV 32, alpha = (3000, 2, 2), R^2 train: 0.724, R^2 test: -0.123 Bootstrap CV 32, alpha = (3000, 2, 5), R^2 train: 0.502, R^2 test: 0.023 Bootstrap CV 32, alpha = (3000, 2, 7), R^2 train: 0.398, R^2 test: 0.027 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.943, Explained Variance Score Train: 0.399 AUC Validation: 0.712, Explained Variance Score Validation: 0.082 AUC Test: 0.605, Explained Variance Score Test: 0.053 Bootstrap CV 42, alpha = (3000, 2, 1), R^2 train: 0.860, R^2 test: -0.157 Bootstrap CV 42, alpha = (3000, 2, 2), R^2 train: 0.768, R^2 test: -0.145 Bootstrap CV 42, alpha = (3000, 2, 5), R^2 train: 0.558, R^2 test: -0.114 Bootstrap CV 42, alpha = (3000, 2, 7), R^2 train: 0.469, R^2 test: -0.105 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.951, Explained Variance Score Train: 0.558 AUC Validation: 0.404, Explained Variance Score Validation: -0.112 AUC Test: 0.641, Explained Variance Score Test: 0.075 Bootstrap CV 46, alpha = (3000, 2, 1), R^2 train: 0.871, R^2 test: -0.176 Bootstrap CV 46, alpha = (3000, 2, 2), R^2 train: 0.798, R^2 test: -0.186 Bootstrap CV 46, alpha = (3000, 2, 5), R^2 train: 0.592, R^2 test: -0.121 Bootstrap CV 46, alpha = (3000, 2, 7), R^2 train: 0.496, R^2 test: -0.125 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.939, Explained Variance Score Train: 0.497 AUC Validation: 0.680, Explained Variance Score Validation: -0.115 AUC Test: 0.607, Explained Variance Score Test: 0.029 Bootstrap CV 43, alpha = (3000, 2, 1), R^2 train: 0.862, R^2 test: -0.162 Bootstrap CV 43, alpha = (3000, 2, 2), R^2 train: 0.790, R^2 test: -0.122 Bootstrap CV 43, alpha = (3000, 2, 5), R^2 train: 0.562, R^2 test: -0.059 Bootstrap CV 43, alpha = (3000, 2, 7), R^2 train: 0.468, R^2 test: -0.018 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.939, Explained Variance Score Train: 0.468 AUC Validation: 0.660, Explained Variance Score Validation: -0.012 AUC Test: 0.588, Explained Variance Score Test: 0.035 Bootstrap CV 44, alpha = (3000, 2, 1), R^2 train: 0.859, R^2 test: 0.031 Bootstrap CV 44, alpha = (3000, 2, 2), R^2 train: 0.793, R^2 test: 0.023 Bootstrap CV 44, alpha = (3000, 2, 5), R^2 train: 0.577, R^2 test: 0.029 Bootstrap CV 44, alpha = (3000, 2, 7), R^2 train: 0.480, R^2 test: 0.024 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.921, Explained Variance Score Train: 0.480 AUC Validation: 0.626, Explained Variance Score Validation: 0.052 AUC Test: 0.619, Explained Variance Score Test: 0.053 Bootstrap CV 47, alpha = (3000, 2, 1), R^2 train: 0.842, R^2 test: -0.082 Bootstrap CV 47, alpha = (3000, 2, 2), R^2 train: 0.745, R^2 test: -0.034 Bootstrap CV 47, alpha = (3000, 2, 5), R^2 train: 0.511, R^2 test: -0.026 Bootstrap CV 47, alpha = (3000, 2, 7), R^2 train: 0.417, R^2 test: -0.020 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.926, Explained Variance Score Train: 0.417 AUC Validation: 0.616, Explained Variance Score Validation: -0.016 AUC Test: 0.538, Explained Variance Score Test: 0.029 Bootstrap CV 41, alpha = (3000, 2, 1), R^2 train: 0.847, R^2 test: -0.439 Bootstrap CV 41, alpha = (3000, 2, 2), R^2 train: 0.749, R^2 test: -0.304 Bootstrap CV 41, alpha = (3000, 2, 5), R^2 train: 0.522, R^2 test: -0.153 Bootstrap CV 41, alpha = (3000, 2, 7), R^2 train: 0.435, R^2 test: -0.066 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.918, Explained Variance Score Train: 0.435 AUC Validation: 0.597, Explained Variance Score Validation: -0.065 AUC Test: 0.567, Explained Variance Score Test: 0.024 Running batch 4 of 7 with 16 nodes Bootstrap CV 50, alpha = (3000, 2, 1), R^2 train: 0.841, R^2 test: -0.223 Bootstrap CV 50, alpha = (3000, 2, 2), R^2 train: 0.735, R^2 test: -0.141 Bootstrap CV 50, alpha = (3000, 2, 5), R^2 train: 0.503, R^2 test: -0.008 Bootstrap CV 50, alpha = (3000, 2, 7), R^2 train: 0.415, R^2 test: -0.003 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.879, Explained Variance Score Train: 0.415 AUC Validation: 0.556, Explained Variance Score Validation: 0.020 AUC Test: 0.623, Explained Variance Score Test: 0.041 Bootstrap CV 53, alpha = (3000, 2, 1), R^2 train: 0.830, R^2 test: -0.104 Bootstrap CV 53, alpha = (3000, 2, 2), R^2 train: 0.717, R^2 test: -0.124 Bootstrap CV 53, alpha = (3000, 2, 5), R^2 train: 0.522, R^2 test: -0.070 Bootstrap CV 53, alpha = (3000, 2, 7), R^2 train: 0.443, R^2 test: -0.058 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.960, Explained Variance Score Train: 0.443 AUC Validation: 0.593, Explained Variance Score Validation: -0.054 AUC Test: 0.573, Explained Variance Score Test: 0.020 Bootstrap CV 58, alpha = (3000, 2, 1), R^2 train: 0.861, R^2 test: -0.253 Bootstrap CV 58, alpha = (3000, 2, 2), R^2 train: 0.780, R^2 test: -0.226 Bootstrap CV 58, alpha = (3000, 2, 5), R^2 train: 0.569, R^2 test: -0.224 Bootstrap CV 58, alpha = (3000, 2, 7), R^2 train: 0.476, R^2 test: -0.216 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.947, Explained Variance Score Train: 0.476 AUC Validation: 0.530, Explained Variance Score Validation: -0.210 AUC Test: 0.602, Explained Variance Score Test: 0.024 Bootstrap CV 56, alpha = (3000, 2, 1), R^2 train: 0.802, R^2 test: -0.093 Bootstrap CV 56, alpha = (3000, 2, 2), R^2 train: 0.731, R^2 test: -0.080 Bootstrap CV 56, alpha = (3000, 2, 5), R^2 train: 0.519, R^2 test: -0.057 Bootstrap CV 56, alpha = (3000, 2, 7), R^2 train: 0.422, R^2 test: -0.050 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.952, Explained Variance Score Train: 0.423 AUC Validation: 0.545, Explained Variance Score Validation: -0.037 AUC Test: 0.582, Explained Variance Score Test: 0.033 Bootstrap CV 48, alpha = (3000, 2, 1), R^2 train: 0.861, R^2 test: 0.112 Bootstrap CV 48, alpha = (3000, 2, 2), R^2 train: 0.771, R^2 test: 0.113 Bootstrap CV 48, alpha = (3000, 2, 5), R^2 train: 0.549, R^2 test: 0.150 Bootstrap CV 48, alpha = (3000, 2, 7), R^2 train: 0.453, R^2 test: 0.162 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.952, Explained Variance Score Train: 0.453 AUC Validation: 0.762, Explained Variance Score Validation: 0.162 AUC Test: 0.648, Explained Variance Score Test: 0.085 Bootstrap CV 49, alpha = (3000, 2, 1), R^2 train: 0.862, R^2 test: -0.030 Bootstrap CV 49, alpha = (3000, 2, 2), R^2 train: 0.792, R^2 test: -0.019 Bootstrap CV 49, alpha = (3000, 2, 5), R^2 train: 0.574, R^2 test: 0.007 Bootstrap CV 49, alpha = (3000, 2, 7), R^2 train: 0.475, R^2 test: 0.022 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.951, Explained Variance Score Train: 0.475 AUC Validation: 0.568, Explained Variance Score Validation: 0.023 AUC Test: 0.573, Explained Variance Score Test: 0.017 Bootstrap CV 60, alpha = (3000, 2, 1), R^2 train: 0.859, R^2 test: -0.058 Bootstrap CV 60, alpha = (3000, 2, 2), R^2 train: 0.765, R^2 test: -0.027 Bootstrap CV 60, alpha = (3000, 2, 5), R^2 train: 0.524, R^2 test: -0.012 Bootstrap CV 60, alpha = (3000, 2, 7), R^2 train: 0.424, R^2 test: -0.007 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.934, Explained Variance Score Train: 0.424 AUC Validation: 0.594, Explained Variance Score Validation: -0.007 AUC Test: 0.577, Explained Variance Score Test: 0.055 Bootstrap CV 54, alpha = (3000, 2, 1), R^2 train: 0.835, R^2 test: -0.053 Bootstrap CV 54, alpha = (3000, 2, 2), R^2 train: 0.662, R^2 test: -0.015 Bootstrap CV 54, alpha = (3000, 2, 5), R^2 train: 0.459, R^2 test: 0.006 Bootstrap CV 54, alpha = (3000, 2, 7), R^2 train: 0.376, R^2 test: 0.003 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.987, Explained Variance Score Train: 0.663 AUC Validation: 0.482, Explained Variance Score Validation: 0.004 AUC Test: 0.658, Explained Variance Score Test: 0.084 Bootstrap CV 52, alpha = (3000, 2, 1), R^2 train: 0.865, R^2 test: -0.151 Bootstrap CV 52, alpha = (3000, 2, 2), R^2 train: 0.789, R^2 test: -0.102 Bootstrap CV 52, alpha = (3000, 2, 5), R^2 train: 0.568, R^2 test: -0.063 Bootstrap CV 52, alpha = (3000, 2, 7), R^2 train: 0.474, R^2 test: -0.060 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.909, Explained Variance Score Train: 0.474 AUC Validation: 0.508, Explained Variance Score Validation: -0.060 AUC Test: 0.619, Explained Variance Score Test: 0.040 Bootstrap CV 55, alpha = (3000, 2, 1), R^2 train: 0.863, R^2 test: -0.072 Bootstrap CV 55, alpha = (3000, 2, 2), R^2 train: 0.786, R^2 test: -0.064 Bootstrap CV 55, alpha = (3000, 2, 5), R^2 train: 0.553, R^2 test: -0.017 Bootstrap CV 55, alpha = (3000, 2, 7), R^2 train: 0.466, R^2 test: 0.008 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.911, Explained Variance Score Train: 0.466 AUC Validation: 0.652, Explained Variance Score Validation: 0.008 AUC Test: 0.614, Explained Variance Score Test: 0.053 Bootstrap CV 51, alpha = (3000, 2, 1), R^2 train: 0.853, R^2 test: -0.070 Bootstrap CV 51, alpha = (3000, 2, 2), R^2 train: 0.779, R^2 test: -0.048 Bootstrap CV 51, alpha = (3000, 2, 5), R^2 train: 0.540, R^2 test: -0.024 Bootstrap CV 51, alpha = (3000, 2, 7), R^2 train: 0.433, R^2 test: -0.020 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.927, Explained Variance Score Train: 0.433 AUC Validation: 0.561, Explained Variance Score Validation: -0.017 AUC Test: 0.606, Explained Variance Score Test: 0.047 Bootstrap CV 57, alpha = (3000, 2, 1), R^2 train: 0.843, R^2 test: -0.009 Bootstrap CV 57, alpha = (3000, 2, 2), R^2 train: 0.751, R^2 test: -0.001 Bootstrap CV 57, alpha = (3000, 2, 5), R^2 train: 0.504, R^2 test: 0.019 Bootstrap CV 57, alpha = (3000, 2, 7), R^2 train: 0.406, R^2 test: 0.025 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.940, Explained Variance Score Train: 0.407 AUC Validation: 0.670, Explained Variance Score Validation: 0.025 AUC Test: 0.589, Explained Variance Score Test: 0.035 Bootstrap CV 63, alpha = (3000, 2, 1), R^2 train: 0.854, R^2 test: -0.002 Bootstrap CV 63, alpha = (3000, 2, 2), R^2 train: 0.763, R^2 test: 0.041 Bootstrap CV 63, alpha = (3000, 2, 5), R^2 train: 0.528, R^2 test: 0.052 Bootstrap CV 63, alpha = (3000, 2, 7), R^2 train: 0.437, R^2 test: 0.054 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.950, Explained Variance Score Train: 0.437 AUC Validation: 0.611, Explained Variance Score Validation: 0.057 AUC Test: 0.539, Explained Variance Score Test: -0.016 Bootstrap CV 62, alpha = (3000, 2, 1), R^2 train: 0.861, R^2 test: -0.082 Bootstrap CV 62, alpha = (3000, 2, 2), R^2 train: 0.758, R^2 test: -0.080 Bootstrap CV 62, alpha = (3000, 2, 5), R^2 train: 0.530, R^2 test: -0.032 Bootstrap CV 62, alpha = (3000, 2, 7), R^2 train: 0.444, R^2 test: -0.017 best alpha via bootstrap CV: (3000, 2, 2) AUC Train: 0.972, Explained Variance Score Train: 0.758 AUC Validation: 0.568, Explained Variance Score Validation: -0.061 AUC Test: 0.556, Explained Variance Score Test: 0.062 Bootstrap CV 59, alpha = (3000, 2, 1), R^2 train: 0.846, R^2 test: 0.018 Bootstrap CV 59, alpha = (3000, 2, 2), R^2 train: 0.693, R^2 test: -0.004 Bootstrap CV 59, alpha = (3000, 2, 5), R^2 train: 0.465, R^2 test: -0.023 Bootstrap CV 59, alpha = (3000, 2, 7), R^2 train: 0.375, R^2 test: 0.010 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.902, Explained Variance Score Train: 0.375 AUC Validation: 0.506, Explained Variance Score Validation: 0.012 AUC Test: 0.627, Explained Variance Score Test: 0.064 Bootstrap CV 61, alpha = (3000, 2, 1), R^2 train: 0.866, R^2 test: -0.575 Bootstrap CV 61, alpha = (3000, 2, 2), R^2 train: 0.765, R^2 test: -0.309 Bootstrap CV 61, alpha = (3000, 2, 5), R^2 train: 0.542, R^2 test: -0.190 Bootstrap CV 61, alpha = (3000, 2, 7), R^2 train: 0.450, R^2 test: -0.145 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.918, Explained Variance Score Train: 0.450 AUC Validation: 0.496, Explained Variance Score Validation: -0.118 AUC Test: 0.586, Explained Variance Score Test: 0.016 Running batch 5 of 7 with 16 nodes Bootstrap CV 72, alpha = (3000, 2, 1), R^2 train: 0.854, R^2 test: -0.229 Bootstrap CV 72, alpha = (3000, 2, 2), R^2 train: 0.728, R^2 test: -0.170 Bootstrap CV 72, alpha = (3000, 2, 5), R^2 train: 0.481, R^2 test: -0.042 Bootstrap CV 72, alpha = (3000, 2, 7), R^2 train: 0.397, R^2 test: -0.021 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.961, Explained Variance Score Train: 0.481 AUC Validation: 0.585, Explained Variance Score Validation: -0.024 AUC Test: 0.626, Explained Variance Score Test: 0.046 Bootstrap CV 74, alpha = (3000, 2, 1), R^2 train: 0.868, R^2 test: -0.096 Bootstrap CV 74, alpha = (3000, 2, 2), R^2 train: 0.759, R^2 test: -0.117 Bootstrap CV 74, alpha = (3000, 2, 5), R^2 train: 0.505, R^2 test: -0.134 Bootstrap CV 74, alpha = (3000, 2, 7), R^2 train: 0.424, R^2 test: -0.106 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.943, Explained Variance Score Train: 0.424 AUC Validation: 0.626, Explained Variance Score Validation: -0.088 AUC Test: 0.629, Explained Variance Score Test: 0.036 Bootstrap CV 66, alpha = (3000, 2, 1), R^2 train: 0.868, R^2 test: -0.204 Bootstrap CV 66, alpha = (3000, 2, 2), R^2 train: 0.774, R^2 test: -0.260 Bootstrap CV 66, alpha = (3000, 2, 5), R^2 train: 0.537, R^2 test: -0.159 Bootstrap CV 66, alpha = (3000, 2, 7), R^2 train: 0.439, R^2 test: -0.121 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.923, Explained Variance Score Train: 0.439 AUC Validation: 0.587, Explained Variance Score Validation: -0.121 AUC Test: 0.570, Explained Variance Score Test: 0.022 Bootstrap CV 78, alpha = (3000, 2, 1), R^2 train: 0.851, R^2 test: -0.358 Bootstrap CV 78, alpha = (3000, 2, 2), R^2 train: 0.752, R^2 test: -0.252 Bootstrap CV 78, alpha = (3000, 2, 5), R^2 train: 0.514, R^2 test: -0.179 Bootstrap CV 78, alpha = (3000, 2, 7), R^2 train: 0.411, R^2 test: -0.141 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.882, Explained Variance Score Train: 0.411 AUC Validation: 0.573, Explained Variance Score Validation: -0.141 AUC Test: 0.637, Explained Variance Score Test: 0.011 Bootstrap CV 73, alpha = (3000, 2, 1), R^2 train: 0.862, R^2 test: -0.013 Bootstrap CV 73, alpha = (3000, 2, 2), R^2 train: 0.800, R^2 test: -0.008 Bootstrap CV 73, alpha = (3000, 2, 5), R^2 train: 0.562, R^2 test: 0.008 Bootstrap CV 73, alpha = (3000, 2, 7), R^2 train: 0.459, R^2 test: 0.034 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.913, Explained Variance Score Train: 0.459 AUC Validation: 0.599, Explained Variance Score Validation: 0.036 AUC Test: 0.600, Explained Variance Score Test: 0.052 Bootstrap CV 71, alpha = (3000, 2, 1), R^2 train: 0.872, R^2 test: -0.181 Bootstrap CV 71, alpha = (3000, 2, 2), R^2 train: 0.787, R^2 test: -0.169 Bootstrap CV 71, alpha = (3000, 2, 5), R^2 train: 0.565, R^2 test: -0.120 Bootstrap CV 71, alpha = (3000, 2, 7), R^2 train: 0.480, R^2 test: -0.090 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.997, Explained Variance Score Train: 0.872 AUC Validation: 0.564, Explained Variance Score Validation: -0.176 AUC Test: 0.591, Explained Variance Score Test: -0.003 Bootstrap CV 67, alpha = (3000, 2, 1), R^2 train: 0.867, R^2 test: -0.136 Bootstrap CV 67, alpha = (3000, 2, 2), R^2 train: 0.775, R^2 test: -0.116 Bootstrap CV 67, alpha = (3000, 2, 5), R^2 train: 0.533, R^2 test: -0.010 Bootstrap CV 67, alpha = (3000, 2, 7), R^2 train: 0.446, R^2 test: 0.002 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.919, Explained Variance Score Train: 0.446 AUC Validation: 0.669, Explained Variance Score Validation: 0.009 AUC Test: 0.570, Explained Variance Score Test: 0.002 Bootstrap CV 64, alpha = (3000, 2, 1), R^2 train: 0.836, R^2 test: -0.082 Bootstrap CV 64, alpha = (3000, 2, 2), R^2 train: 0.655, R^2 test: -0.165 Bootstrap CV 64, alpha = (3000, 2, 5), R^2 train: 0.444, R^2 test: -0.036 Bootstrap CV 64, alpha = (3000, 2, 7), R^2 train: 0.362, R^2 test: 0.016 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.897, Explained Variance Score Train: 0.363 AUC Validation: 0.647, Explained Variance Score Validation: 0.039 AUC Test: 0.623, Explained Variance Score Test: 0.031 Bootstrap CV 77, alpha = (3000, 2, 1), R^2 train: 0.862, R^2 test: -0.042 Bootstrap CV 77, alpha = (3000, 2, 2), R^2 train: 0.795, R^2 test: -0.003 Bootstrap CV 77, alpha = (3000, 2, 5), R^2 train: 0.579, R^2 test: 0.031 Bootstrap CV 77, alpha = (3000, 2, 7), R^2 train: 0.479, R^2 test: 0.036 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.992, Explained Variance Score Train: 0.862 AUC Validation: 0.624, Explained Variance Score Validation: -0.035 AUC Test: 0.630, Explained Variance Score Test: 0.063 Bootstrap CV 79, alpha = (3000, 2, 1), R^2 train: 0.845, R^2 test: -0.731 Bootstrap CV 79, alpha = (3000, 2, 2), R^2 train: 0.629, R^2 test: -0.098 Bootstrap CV 79, alpha = (3000, 2, 5), R^2 train: 0.401, R^2 test: -0.044 Bootstrap CV 79, alpha = (3000, 2, 7), R^2 train: 0.318, R^2 test: -0.026 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.891, Explained Variance Score Train: 0.318 AUC Validation: 0.621, Explained Variance Score Validation: 0.021 AUC Test: 0.611, Explained Variance Score Test: 0.063 Bootstrap CV 65, alpha = (3000, 2, 1), R^2 train: 0.860, R^2 test: -0.074 Bootstrap CV 65, alpha = (3000, 2, 2), R^2 train: 0.777, R^2 test: -0.081 Bootstrap CV 65, alpha = (3000, 2, 5), R^2 train: 0.540, R^2 test: -0.053 Bootstrap CV 65, alpha = (3000, 2, 7), R^2 train: 0.443, R^2 test: -0.034 best alpha via bootstrap CV: (3000, 2, 1) AUC Train: 0.993, Explained Variance Score Train: 0.861 AUC Validation: 0.507, Explained Variance Score Validation: -0.060 AUC Test: 0.571, Explained Variance Score Test: 0.046 Bootstrap CV 68, alpha = (3000, 2, 1), R^2 train: 0.859, R^2 test: -0.025 Bootstrap CV 68, alpha = (3000, 2, 2), R^2 train: 0.771, R^2 test: -0.001 Bootstrap CV 68, alpha = (3000, 2, 5), R^2 train: 0.544, R^2 test: 0.019 Bootstrap CV 68, alpha = (3000, 2, 7), R^2 train: 0.450, R^2 test: 0.016 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.930, Explained Variance Score Train: 0.450 AUC Validation: 0.628, Explained Variance Score Validation: 0.018 AUC Test: 0.645, Explained Variance Score Test: 0.076 Bootstrap CV 69, alpha = (3000, 2, 1), R^2 train: 0.851, R^2 test: -0.537 Bootstrap CV 69, alpha = (3000, 2, 2), R^2 train: 0.726, R^2 test: -0.135 Bootstrap CV 69, alpha = (3000, 2, 5), R^2 train: 0.487, R^2 test: -0.003 Bootstrap CV 69, alpha = (3000, 2, 7), R^2 train: 0.393, R^2 test: 0.037 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.958, Explained Variance Score Train: 0.487 AUC Validation: 0.561, Explained Variance Score Validation: -0.001 AUC Test: 0.631, Explained Variance Score Test: 0.050 Bootstrap CV 76, alpha = (3000, 2, 1), R^2 train: 0.851, R^2 test: -0.021 Bootstrap CV 76, alpha = (3000, 2, 2), R^2 train: 0.746, R^2 test: 0.008 Bootstrap CV 76, alpha = (3000, 2, 5), R^2 train: 0.503, R^2 test: 0.073 Bootstrap CV 76, alpha = (3000, 2, 7), R^2 train: 0.418, R^2 test: 0.071 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.930, Explained Variance Score Train: 0.418 AUC Validation: 0.610, Explained Variance Score Validation: 0.078 AUC Test: 0.593, Explained Variance Score Test: 0.048 Bootstrap CV 70, alpha = (3000, 2, 1), R^2 train: 0.867, R^2 test: -0.124 Bootstrap CV 70, alpha = (3000, 2, 2), R^2 train: 0.774, R^2 test: -0.151 Bootstrap CV 70, alpha = (3000, 2, 5), R^2 train: 0.534, R^2 test: -0.129 Bootstrap CV 70, alpha = (3000, 2, 7), R^2 train: 0.440, R^2 test: -0.092 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.930, Explained Variance Score Train: 0.440 AUC Validation: 0.512, Explained Variance Score Validation: -0.092 AUC Test: 0.626, Explained Variance Score Test: 0.044 Bootstrap CV 75, alpha = (3000, 2, 1), R^2 train: 0.852, R^2 test: 0.089 Bootstrap CV 75, alpha = (3000, 2, 2), R^2 train: 0.717, R^2 test: 0.081 Bootstrap CV 75, alpha = (3000, 2, 5), R^2 train: 0.490, R^2 test: 0.106 Bootstrap CV 75, alpha = (3000, 2, 7), R^2 train: 0.398, R^2 test: 0.100 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.950, Explained Variance Score Train: 0.398 AUC Validation: 0.575, Explained Variance Score Validation: 0.103 AUC Test: 0.617, Explained Variance Score Test: 0.056 Running batch 6 of 7 with 16 nodes Bootstrap CV 88, alpha = (3000, 2, 1), R^2 train: 0.850, R^2 test: -0.068 Bootstrap CV 88, alpha = (3000, 2, 2), R^2 train: 0.714, R^2 test: -0.017 Bootstrap CV 88, alpha = (3000, 2, 5), R^2 train: 0.493, R^2 test: 0.027 Bootstrap CV 88, alpha = (3000, 2, 7), R^2 train: 0.399, R^2 test: 0.031 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.915, Explained Variance Score Train: 0.399 AUC Validation: 0.623, Explained Variance Score Validation: 0.035 AUC Test: 0.629, Explained Variance Score Test: 0.042 Bootstrap CV 93, alpha = (3000, 2, 1), R^2 train: 0.832, R^2 test: 0.040 Bootstrap CV 93, alpha = (3000, 2, 2), R^2 train: 0.681, R^2 test: 0.051 Bootstrap CV 93, alpha = (3000, 2, 5), R^2 train: 0.492, R^2 test: 0.090 Bootstrap CV 93, alpha = (3000, 2, 7), R^2 train: 0.391, R^2 test: 0.091 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.894, Explained Variance Score Train: 0.391 AUC Validation: 0.690, Explained Variance Score Validation: 0.098 AUC Test: 0.613, Explained Variance Score Test: 0.038 Bootstrap CV 90, alpha = (3000, 2, 1), R^2 train: 0.863, R^2 test: 0.311 Bootstrap CV 90, alpha = (3000, 2, 2), R^2 train: 0.747, R^2 test: 0.271 Bootstrap CV 90, alpha = (3000, 2, 5), R^2 train: 0.506, R^2 test: 0.200 Bootstrap CV 90, alpha = (3000, 2, 7), R^2 train: 0.424, R^2 test: 0.173 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.892, Explained Variance Score Train: 0.424 AUC Validation: 0.735, Explained Variance Score Validation: 0.176 AUC Test: 0.614, Explained Variance Score Test: -0.007 Bootstrap CV 94, alpha = (3000, 2, 1), R^2 train: 0.853, R^2 test: -0.075 Bootstrap CV 94, alpha = (3000, 2, 2), R^2 train: 0.768, R^2 test: -0.040 Bootstrap CV 94, alpha = (3000, 2, 5), R^2 train: 0.552, R^2 test: 0.008 Bootstrap CV 94, alpha = (3000, 2, 7), R^2 train: 0.449, R^2 test: 0.020 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.935, Explained Variance Score Train: 0.449 AUC Validation: 0.632, Explained Variance Score Validation: 0.021 AUC Test: 0.599, Explained Variance Score Test: 0.044 Bootstrap CV 95, alpha = (3000, 2, 1), R^2 train: 0.860, R^2 test: -0.179 Bootstrap CV 95, alpha = (3000, 2, 2), R^2 train: 0.757, R^2 test: -0.129 Bootstrap CV 95, alpha = (3000, 2, 5), R^2 train: 0.533, R^2 test: -0.025 Bootstrap CV 95, alpha = (3000, 2, 7), R^2 train: 0.440, R^2 test: -0.015 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.948, Explained Variance Score Train: 0.440 AUC Validation: 0.569, Explained Variance Score Validation: 0.018 AUC Test: 0.607, Explained Variance Score Test: 0.035 Bootstrap CV 83, alpha = (3000, 2, 1), R^2 train: 0.859, R^2 test: 0.066 Bootstrap CV 83, alpha = (3000, 2, 2), R^2 train: 0.738, R^2 test: 0.103 Bootstrap CV 83, alpha = (3000, 2, 5), R^2 train: 0.528, R^2 test: 0.096 Bootstrap CV 83, alpha = (3000, 2, 7), R^2 train: 0.441, R^2 test: 0.080 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.946, Explained Variance Score Train: 0.528 AUC Validation: 0.669, Explained Variance Score Validation: 0.099 AUC Test: 0.615, Explained Variance Score Test: 0.052 Bootstrap CV 86, alpha = (3000, 2, 1), R^2 train: 0.853, R^2 test: -0.140 Bootstrap CV 86, alpha = (3000, 2, 2), R^2 train: 0.786, R^2 test: -0.101 Bootstrap CV 86, alpha = (3000, 2, 5), R^2 train: 0.563, R^2 test: -0.014 Bootstrap CV 86, alpha = (3000, 2, 7), R^2 train: 0.453, R^2 test: 0.004 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.965, Explained Variance Score Train: 0.453 AUC Validation: 0.542, Explained Variance Score Validation: 0.005 AUC Test: 0.609, Explained Variance Score Test: 0.036 Bootstrap CV 85, alpha = (3000, 2, 1), R^2 train: 0.862, R^2 test: -0.037 Bootstrap CV 85, alpha = (3000, 2, 2), R^2 train: 0.790, R^2 test: -0.052 Bootstrap CV 85, alpha = (3000, 2, 5), R^2 train: 0.561, R^2 test: -0.009 Bootstrap CV 85, alpha = (3000, 2, 7), R^2 train: 0.455, R^2 test: -0.006 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.931, Explained Variance Score Train: 0.455 AUC Validation: 0.604, Explained Variance Score Validation: -0.005 AUC Test: 0.587, Explained Variance Score Test: 0.027 Bootstrap CV 82, alpha = (3000, 2, 1), R^2 train: 0.855, R^2 test: -0.096 Bootstrap CV 82, alpha = (3000, 2, 2), R^2 train: 0.775, R^2 test: -0.058 Bootstrap CV 82, alpha = (3000, 2, 5), R^2 train: 0.536, R^2 test: 0.014 Bootstrap CV 82, alpha = (3000, 2, 7), R^2 train: 0.438, R^2 test: 0.049 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.946, Explained Variance Score Train: 0.536 AUC Validation: 0.612, Explained Variance Score Validation: 0.014 AUC Test: 0.645, Explained Variance Score Test: 0.042 Bootstrap CV 92, alpha = (3000, 2, 1), R^2 train: 0.861, R^2 test: -0.310 Bootstrap CV 92, alpha = (3000, 2, 2), R^2 train: 0.761, R^2 test: -0.133 Bootstrap CV 92, alpha = (3000, 2, 5), R^2 train: 0.516, R^2 test: -0.110 Bootstrap CV 92, alpha = (3000, 2, 7), R^2 train: 0.430, R^2 test: -0.089 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.914, Explained Variance Score Train: 0.430 AUC Validation: 0.501, Explained Variance Score Validation: -0.074 AUC Test: 0.624, Explained Variance Score Test: 0.055 Bootstrap CV 91, alpha = (3000, 2, 1), R^2 train: 0.825, R^2 test: -0.030 Bootstrap CV 91, alpha = (3000, 2, 2), R^2 train: 0.754, R^2 test: -0.042 Bootstrap CV 91, alpha = (3000, 2, 5), R^2 train: 0.540, R^2 test: -0.021 Bootstrap CV 91, alpha = (3000, 2, 7), R^2 train: 0.451, R^2 test: -0.014 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.939, Explained Variance Score Train: 0.451 AUC Validation: 0.576, Explained Variance Score Validation: -0.006 AUC Test: 0.548, Explained Variance Score Test: 0.013 Bootstrap CV 84, alpha = (3000, 2, 1), R^2 train: 0.858, R^2 test: -0.380 Bootstrap CV 84, alpha = (3000, 2, 2), R^2 train: 0.741, R^2 test: -0.222 Bootstrap CV 84, alpha = (3000, 2, 5), R^2 train: 0.527, R^2 test: -0.219 Bootstrap CV 84, alpha = (3000, 2, 7), R^2 train: 0.437, R^2 test: -0.188 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.957, Explained Variance Score Train: 0.527 AUC Validation: 0.444, Explained Variance Score Validation: -0.144 AUC Test: 0.640, Explained Variance Score Test: 0.067 Bootstrap CV 81, alpha = (3000, 2, 1), R^2 train: 0.844, R^2 test: -0.322 Bootstrap CV 81, alpha = (3000, 2, 2), R^2 train: 0.725, R^2 test: -0.220 Bootstrap CV 81, alpha = (3000, 2, 5), R^2 train: 0.498, R^2 test: -0.124 Bootstrap CV 81, alpha = (3000, 2, 7), R^2 train: 0.402, R^2 test: -0.080 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.894, Explained Variance Score Train: 0.402 AUC Validation: 0.571, Explained Variance Score Validation: -0.013 AUC Test: 0.646, Explained Variance Score Test: 0.074 Bootstrap CV 80, alpha = (3000, 2, 1), R^2 train: 0.842, R^2 test: -0.101 Bootstrap CV 80, alpha = (3000, 2, 2), R^2 train: 0.724, R^2 test: -0.023 Bootstrap CV 80, alpha = (3000, 2, 5), R^2 train: 0.459, R^2 test: 0.032 Bootstrap CV 80, alpha = (3000, 2, 7), R^2 train: 0.380, R^2 test: 0.063 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.907, Explained Variance Score Train: 0.380 AUC Validation: 0.648, Explained Variance Score Validation: 0.063 AUC Test: 0.600, Explained Variance Score Test: 0.038 Bootstrap CV 87, alpha = (3000, 2, 1), R^2 train: 0.848, R^2 test: -0.083 Bootstrap CV 87, alpha = (3000, 2, 2), R^2 train: 0.633, R^2 test: -0.061 Bootstrap CV 87, alpha = (3000, 2, 5), R^2 train: 0.411, R^2 test: -0.011 Bootstrap CV 87, alpha = (3000, 2, 7), R^2 train: 0.330, R^2 test: -0.002 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.961, Explained Variance Score Train: 0.411 AUC Validation: 0.575, Explained Variance Score Validation: 0.001 AUC Test: 0.626, Explained Variance Score Test: 0.032 Bootstrap CV 89, alpha = (3000, 2, 1), R^2 train: 0.819, R^2 test: -0.307 Bootstrap CV 89, alpha = (3000, 2, 2), R^2 train: 0.640, R^2 test: -0.095 Bootstrap CV 89, alpha = (3000, 2, 5), R^2 train: 0.391, R^2 test: -0.034 Bootstrap CV 89, alpha = (3000, 2, 7), R^2 train: 0.321, R^2 test: -0.015 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.898, Explained Variance Score Train: 0.321 AUC Validation: 0.526, Explained Variance Score Validation: -0.010 AUC Test: 0.593, Explained Variance Score Test: 0.008 Running batch 7 of 7 with 4 nodes Bootstrap CV 98, alpha = (3000, 2, 1), R^2 train: 0.839, R^2 test: 0.196 Bootstrap CV 98, alpha = (3000, 2, 2), R^2 train: 0.778, R^2 test: 0.179 Bootstrap CV 98, alpha = (3000, 2, 5), R^2 train: 0.550, R^2 test: 0.122 Bootstrap CV 98, alpha = (3000, 2, 7), R^2 train: 0.450, R^2 test: 0.113 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.909, Explained Variance Score Train: 0.450 AUC Validation: 0.698, Explained Variance Score Validation: 0.114 AUC Test: 0.578, Explained Variance Score Test: 0.038 Bootstrap CV 99, alpha = (3000, 2, 1), R^2 train: 0.851, R^2 test: -0.289 Bootstrap CV 99, alpha = (3000, 2, 2), R^2 train: 0.747, R^2 test: -0.159 Bootstrap CV 99, alpha = (3000, 2, 5), R^2 train: 0.533, R^2 test: -0.063 Bootstrap CV 99, alpha = (3000, 2, 7), R^2 train: 0.453, R^2 test: -0.046 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.916, Explained Variance Score Train: 0.453 AUC Validation: 0.558, Explained Variance Score Validation: -0.040 AUC Test: 0.604, Explained Variance Score Test: 0.064 Bootstrap CV 97, alpha = (3000, 2, 1), R^2 train: 0.854, R^2 test: -0.016 Bootstrap CV 97, alpha = (3000, 2, 2), R^2 train: 0.792, R^2 test: -0.009 Bootstrap CV 97, alpha = (3000, 2, 5), R^2 train: 0.555, R^2 test: 0.001 Bootstrap CV 97, alpha = (3000, 2, 7), R^2 train: 0.452, R^2 test: -0.008 best alpha via bootstrap CV: (3000, 2, 7) AUC Train: 0.938, Explained Variance Score Train: 0.452 AUC Validation: 0.587, Explained Variance Score Validation: 0.024 AUC Test: 0.569, Explained Variance Score Test: 0.035 Bootstrap CV 96, alpha = (3000, 2, 1), R^2 train: 0.872, R^2 test: -0.241 Bootstrap CV 96, alpha = (3000, 2, 2), R^2 train: 0.781, R^2 test: -0.194 Bootstrap CV 96, alpha = (3000, 2, 5), R^2 train: 0.538, R^2 test: -0.226 Bootstrap CV 96, alpha = (3000, 2, 7), R^2 train: 0.452, R^2 test: -0.212 best alpha via bootstrap CV: (3000, 2, 5) AUC Train: 0.945, Explained Variance Score Train: 0.538 AUC Validation: 0.623, Explained Variance Score Validation: -0.111 AUC Test: 0.623, Explained Variance Score Test: 0.058 total Variables 23 and total subjects: 1698 ->AUC validation: 0.603 95% CI: [0.589 , 0.617] ->AUC test: 0.604 95% CI: [0.598 , 0.609] ->R^2 validation: -0.007 95% CI: [-0.021 , 0.007] ->R^2 test: 0.039 95% CI: [0.035 , 0.044] ->Explained Variance validation: -0.019 95% CI: [-0.034 , -0.004] ->Explained Variance test: 0.034 95% CI: [0.029 , 0.039] Test set metrics: @threshold:1.775, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:0.775, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:0.732, sens:0.000, spec:0.996, ppv:0.000, acc:0.835, f1:0.000, mcc:-0.026, total+:1, total-:338 @threshold:0.727, sens:0.000, spec:0.993, ppv:0.000, acc:0.832, f1:0.000, mcc:-0.019, total+:2, total-:337 @threshold:0.725, sens:0.018, spec:0.993, ppv:0.333, acc:0.835, f1:0.034, mcc:0.024, total+:3, total-:336 @threshold:0.703, sens:0.018, spec:0.989, ppv:0.250, acc:0.832, f1:0.034, mcc:0.010, total+:4, total-:335 @threshold:0.702, sens:0.036, spec:0.989, ppv:0.400, acc:0.835, f1:0.067, mcc:0.029, total+:5, total-:334 @threshold:0.691, sens:0.036, spec:0.986, ppv:0.333, acc:0.832, f1:0.066, mcc:0.017, total+:6, total-:333 @threshold:0.644, sens:0.055, spec:0.982, ppv:0.375, acc:0.832, f1:0.095, mcc:0.020, total+:8, total-:331 @threshold:0.642, sens:0.055, spec:0.979, ppv:0.333, acc:0.829, f1:0.094, mcc:0.014, total+:9, total-:330 @threshold:0.574, sens:0.073, spec:0.965, ppv:0.286, acc:0.820, f1:0.116, mcc:0.008, total+:14, total-:325 @threshold:0.572, sens:0.073, spec:0.961, ppv:0.267, acc:0.817, f1:0.114, mcc:0.006, total+:15, total-:324 @threshold:0.568, sens:0.091, spec:0.954, ppv:0.278, acc:0.814, f1:0.137, mcc:0.006, total+:18, total-:321 @threshold:0.559, sens:0.091, spec:0.951, ppv:0.263, acc:0.811, f1:0.135, mcc:0.005, total+:19, total-:320 @threshold:0.534, sens:0.109, spec:0.930, ppv:0.231, acc:0.796, f1:0.148, mcc:0.003, total+:26, total-:313 @threshold:0.517, sens:0.109, spec:0.926, ppv:0.222, acc:0.794, f1:0.146, mcc:0.003, total+:27, total-:312 @threshold:0.509, sens:0.127, spec:0.919, ppv:0.233, acc:0.791, f1:0.165, mcc:0.003, total+:30, total-:309 @threshold:0.506, sens:0.127, spec:0.915, ppv:0.226, acc:0.788, f1:0.163, mcc:0.003, total+:31, total-:308 @threshold:0.478, sens:0.145, spec:0.915, ppv:0.250, acc:0.791, f1:0.184, mcc:0.004, total+:32, total-:307 @threshold:0.472, sens:0.164, spec:0.912, ppv:0.265, acc:0.791, f1:0.202, mcc:0.004, total+:34, total-:305 @threshold:0.466, sens:0.182, spec:0.908, ppv:0.278, acc:0.791, f1:0.220, mcc:0.005, total+:36, total-:303 @threshold:0.457, sens:0.182, spec:0.905, ppv:0.270, acc:0.788, f1:0.217, mcc:0.004, total+:37, total-:302 @threshold:0.436, sens:0.200, spec:0.901, ppv:0.282, acc:0.788, f1:0.234, mcc:0.005, total+:39, total-:300 @threshold:0.433, sens:0.200, spec:0.898, ppv:0.275, acc:0.785, f1:0.232, mcc:0.004, total+:40, total-:299 @threshold:0.429, sens:0.218, spec:0.898, ppv:0.293, acc:0.788, f1:0.250, mcc:0.005, total+:41, total-:298 @threshold:0.425, sens:0.218, spec:0.894, ppv:0.286, acc:0.785, f1:0.247, mcc:0.005, total+:42, total-:297 @threshold:0.386, sens:0.236, spec:0.849, ppv:0.232, acc:0.749, f1:0.234, mcc:0.002, total+:56, total-:283 @threshold:0.367, sens:0.236, spec:0.845, ppv:0.228, acc:0.746, f1:0.232, mcc:0.002, total+:57, total-:282 @threshold:0.359, sens:0.255, spec:0.835, ppv:0.230, acc:0.740, f1:0.241, mcc:0.002, total+:61, total-:278 @threshold:0.358, sens:0.255, spec:0.831, ppv:0.226, acc:0.737, f1:0.239, mcc:0.002, total+:62, total-:277 @threshold:0.349, sens:0.273, spec:0.817, ppv:0.224, acc:0.729, f1:0.246, mcc:0.002, total+:67, total-:272 @threshold:0.342, sens:0.309, spec:0.813, ppv:0.243, acc:0.732, f1:0.272, mcc:0.003, total+:70, total-:269 @threshold:0.338, sens:0.327, spec:0.810, ppv:0.250, acc:0.732, f1:0.283, mcc:0.003, total+:72, total-:267 @threshold:0.334, sens:0.327, spec:0.806, ppv:0.247, acc:0.729, f1:0.281, mcc:0.003, total+:73, total-:266 @threshold:0.315, sens:0.345, spec:0.778, ppv:0.232, acc:0.708, f1:0.277, mcc:0.002, total+:82, total-:257 @threshold:0.315, sens:0.345, spec:0.775, ppv:0.229, acc:0.705, f1:0.275, mcc:0.002, total+:83, total-:256 @threshold:0.302, sens:0.364, spec:0.768, ppv:0.233, acc:0.702, f1:0.284, mcc:0.002, total+:86, total-:253 @threshold:0.297, sens:0.364, spec:0.764, ppv:0.230, acc:0.699, f1:0.282, mcc:0.002, total+:87, total-:252 @threshold:0.294, sens:0.382, spec:0.764, ppv:0.239, acc:0.702, f1:0.294, mcc:0.002, total+:88, total-:251 @threshold:0.286, sens:0.382, spec:0.761, ppv:0.236, acc:0.699, f1:0.292, mcc:0.002, total+:89, total-:250 @threshold:0.273, sens:0.400, spec:0.754, ppv:0.239, acc:0.696, f1:0.299, mcc:0.002, total+:92, total-:247 @threshold:0.271, sens:0.400, spec:0.750, ppv:0.237, acc:0.693, f1:0.297, mcc:0.002, total+:93, total-:246 @threshold:0.265, sens:0.418, spec:0.732, ppv:0.232, acc:0.681, f1:0.299, mcc:0.002, total+:99, total-:240 @threshold:0.262, sens:0.418, spec:0.729, ppv:0.230, acc:0.678, f1:0.297, mcc:0.002, total+:100, total-:239 @threshold:0.241, sens:0.436, spec:0.697, ppv:0.218, acc:0.655, f1:0.291, mcc:0.002, total+:110, total-:229 @threshold:0.233, sens:0.436, spec:0.694, ppv:0.216, acc:0.652, f1:0.289, mcc:0.002, total+:111, total-:228 @threshold:0.220, sens:0.455, spec:0.683, ppv:0.217, acc:0.646, f1:0.294, mcc:0.002, total+:115, total-:224 @threshold:0.219, sens:0.455, spec:0.680, ppv:0.216, acc:0.643, f1:0.292, mcc:0.001, total+:116, total-:223 @threshold:0.209, sens:0.473, spec:0.669, ppv:0.217, acc:0.637, f1:0.297, mcc:0.002, total+:120, total-:219 @threshold:0.203, sens:0.473, spec:0.665, ppv:0.215, acc:0.634, f1:0.295, mcc:0.001, total+:121, total-:218 @threshold:0.186, sens:0.491, spec:0.655, ppv:0.216, acc:0.628, f1:0.300, mcc:0.002, total+:125, total-:214 @threshold:0.172, sens:0.527, spec:0.651, ppv:0.227, acc:0.631, f1:0.317, mcc:0.002, total+:128, total-:211 @threshold:0.132, sens:0.545, spec:0.595, ppv:0.207, acc:0.587, f1:0.300, mcc:0.001, total+:145, total-:194 @threshold:0.131, sens:0.545, spec:0.592, ppv:0.205, acc:0.584, f1:0.299, mcc:0.001, total+:146, total-:193 @threshold:0.084, sens:0.564, spec:0.528, ppv:0.188, acc:0.534, f1:0.282, mcc:0.001, total+:165, total-:174 @threshold:0.082, sens:0.582, spec:0.525, ppv:0.192, acc:0.534, f1:0.288, mcc:0.001, total+:167, total-:172 @threshold:0.068, sens:0.600, spec:0.518, ppv:0.194, acc:0.531, f1:0.293, mcc:0.001, total+:170, total-:169 @threshold:0.059, sens:0.636, spec:0.514, ppv:0.202, acc:0.534, f1:0.307, mcc:0.001, total+:173, total-:166 @threshold:0.031, sens:0.655, spec:0.500, ppv:0.202, acc:0.525, f1:0.309, mcc:0.001, total+:178, total-:161 @threshold:0.029, sens:0.655, spec:0.496, ppv:0.201, acc:0.522, f1:0.308, mcc:0.001, total+:179, total-:160 @threshold:0.029, sens:0.673, spec:0.496, ppv:0.206, acc:0.525, f1:0.315, mcc:0.001, total+:180, total-:159 @threshold:0.028, sens:0.673, spec:0.493, ppv:0.204, acc:0.522, f1:0.314, mcc:0.001, total+:181, total-:158 @threshold:0.002, sens:0.691, spec:0.461, ppv:0.199, acc:0.499, f1:0.309, mcc:0.001, total+:191, total-:148 @threshold:-0.007, sens:0.691, spec:0.458, ppv:0.198, acc:0.496, f1:0.308, mcc:0.001, total+:192, total-:147 @threshold:-0.061, sens:0.709, spec:0.380, ppv:0.181, acc:0.434, f1:0.289, mcc:0.001, total+:215, total-:124 @threshold:-0.069, sens:0.727, spec:0.377, ppv:0.184, acc:0.434, f1:0.294, mcc:0.001, total+:217, total-:122 @threshold:-0.078, sens:0.745, spec:0.363, ppv:0.185, acc:0.425, f1:0.296, mcc:0.001, total+:222, total-:117 @threshold:-0.082, sens:0.745, spec:0.359, ppv:0.184, acc:0.422, f1:0.295, mcc:0.001, total+:223, total-:116 @threshold:-0.137, sens:0.764, spec:0.292, ppv:0.173, acc:0.369, f1:0.282, mcc:0.000, total+:243, total-:96 @threshold:-0.146, sens:0.764, spec:0.289, ppv:0.172, acc:0.366, f1:0.281, mcc:0.000, total+:244, total-:95 @threshold:-0.223, sens:0.782, spec:0.229, ppv:0.164, acc:0.319, f1:0.271, mcc:0.000, total+:262, total-:77 @threshold:-0.225, sens:0.782, spec:0.225, ppv:0.163, acc:0.316, f1:0.270, mcc:0.000, total+:263, total-:76 @threshold:-0.235, sens:0.800, spec:0.208, ppv:0.164, acc:0.304, f1:0.272, mcc:0.000, total+:269, total-:70 @threshold:-0.243, sens:0.800, spec:0.204, ppv:0.163, acc:0.301, f1:0.271, mcc:0.000, total+:270, total-:69 @threshold:-0.246, sens:0.818, spec:0.197, ppv:0.165, acc:0.298, f1:0.274, mcc:0.000, total+:273, total-:66 @threshold:-0.247, sens:0.818, spec:0.194, ppv:0.164, acc:0.295, f1:0.274, mcc:0.000, total+:274, total-:65 @threshold:-0.270, sens:0.836, spec:0.169, ppv:0.163, acc:0.277, f1:0.273, mcc:0.000, total+:282, total-:57 @threshold:-0.271, sens:0.836, spec:0.165, ppv:0.163, acc:0.274, f1:0.272, mcc:0.000, total+:283, total-:56 @threshold:-0.290, sens:0.855, spec:0.137, ppv:0.161, acc:0.254, f1:0.271, mcc:-0.000, total+:292, total-:47 @threshold:-0.293, sens:0.855, spec:0.134, ppv:0.160, acc:0.251, f1:0.270, mcc:-0.000, total+:293, total-:46 @threshold:-0.295, sens:0.873, spec:0.134, ppv:0.163, acc:0.254, f1:0.275, mcc:0.000, total+:294, total-:45 @threshold:-0.302, sens:0.891, spec:0.130, ppv:0.166, acc:0.254, f1:0.279, mcc:0.000, total+:296, total-:43 @threshold:-0.418, sens:0.909, spec:0.077, ppv:0.160, acc:0.212, f1:0.272, mcc:-0.000, total+:312, total-:27 @threshold:-0.438, sens:0.909, spec:0.074, ppv:0.160, acc:0.209, f1:0.272, mcc:-0.000, total+:313, total-:26 @threshold:-0.499, sens:0.927, spec:0.053, ppv:0.159, acc:0.195, f1:0.272, mcc:-0.001, total+:320, total-:19 @threshold:-0.502, sens:0.927, spec:0.049, ppv:0.159, acc:0.192, f1:0.271, mcc:-0.001, total+:321, total-:18 @threshold:-0.567, sens:0.945, spec:0.021, ppv:0.158, acc:0.171, f1:0.270, mcc:-0.002, total+:330, total-:9 @threshold:-0.568, sens:0.945, spec:0.018, ppv:0.157, acc:0.168, f1:0.269, mcc:-0.003, total+:331, total-:8 @threshold:-0.621, sens:0.964, spec:0.014, ppv:0.159, acc:0.168, f1:0.273, mcc:-0.002, total+:333, total-:6 @threshold:-0.641, sens:0.964, spec:0.011, ppv:0.159, acc:0.165, f1:0.272, mcc:-0.004, total+:334, total-:5 @threshold:-0.755, sens:0.982, spec:0.007, ppv:0.161, acc:0.165, f1:0.276, mcc:-0.002, total+:336, total-:3 @threshold:-0.801, sens:0.982, spec:0.004, ppv:0.160, acc:0.162, f1:0.276, mcc:-0.006, total+:337, total-:2 @threshold:-0.871, sens:1.000, spec:0.004, ppv:0.163, acc:0.165, f1:0.280, mcc:0.001, total+:338, total-:1 Vital: Ht-gain16to24 | coef 0.087 95% CI: [0.077 , 0.098] | OR_adj 1.091 [1.080 1.102] | occ: 1417 | OR_unadj: 1.402 [0.978 2.008] | indivs AUC:0.553 Correlated most with: Number of Visits:-0.061 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.029 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.023 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.021 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.001 MatDeliveryAge:-0.000 Vital: HC-latest | coef 0.078 95% CI: [0.071 , 0.086] | OR_adj 1.082 [1.073 1.090] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.592 Correlated most with: Number of Visits:0.302 MatDeliveryAge:0.058 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.058 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.022 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.022 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.009 MatDeliveryAge | coef 0.062 95% CI: [0.057 , 0.066] | OR_adj 1.064 [1.059 1.068] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.518 Correlated most with: MatDeliveryAge:1.000 Number of Visits:0.088 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.012 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.012 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.007 * Number of Visits | coef 0.054 95% CI: [0.050 , 0.058] | OR_adj 1.055 [1.051 1.060] | occ: 1645 | OR_unadj: 0.708 [0.535 0.936] | indivs AUC:0.478 Correlated most with: Number of Visits:1.000 MatDeliveryAge:0.088 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.037 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.035 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.027 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.024 * Vital: HC-avg16to19 | coef 0.052 95% CI: [0.044 , 0.060] | OR_adj 1.054 [1.045 1.062] | occ: 930 | OR_unadj: 1.811 [1.365 2.403] | indivs AUC:0.545 Correlated most with: MatDeliveryAge:0.020 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.013 Number of Visits:0.011 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.011 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.011 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.008 * Vital: HC-avg10to13 | coef 0.049 95% CI: [0.042 , 0.056] | OR_adj 1.050 [1.043 1.057] | occ: 1158 | OR_unadj: 1.481 [1.134 1.934] | indivs AUC:0.587 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.042 Number of Visits:0.041 MatDeliveryAge:0.014 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.008 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.008 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.003 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.049 95% CI: [0.041 , 0.057] | OR_adj 1.050 [1.041 1.058] | occ: 1055 | OR_unadj: 1.275 [0.954 1.704] | indivs AUC:0.584 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.299 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.188 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.187 Number of Visits:-0.024 MatDeliveryAge:0.007 Vital: Ht-gain0to3 | coef 0.048 95% CI: [0.044 , 0.052] | OR_adj 1.049 [1.045 1.054] | occ: 1394 | OR_unadj: 0.853 [0.644 1.129] | indivs AUC:0.537 Correlated most with: Number of Visits:0.136 MatDeliveryAge:0.047 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.032 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.032 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.032 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.013 * Vital: HC-avg13to16 | coef 0.045 95% CI: [0.039 , 0.052] | OR_adj 1.046 [1.040 1.053] | occ: 990 | OR_unadj: 1.619 [1.234 2.125] | indivs AUC:0.603 Correlated most with: Number of Visits:0.030 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.018 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.017 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.017 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.003 MatDeliveryAge:0.001 * Vital: HC-avg5to7 | coef 0.045 95% CI: [0.039 , 0.051] | OR_adj 1.046 [1.039 1.053] | occ: 1123 | OR_unadj: 1.500 [1.143 1.967] | indivs AUC:0.535 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.030 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.015 MatDeliveryAge:0.013 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.010 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.010 Number of Visits:-0.008 * Vital: Ht Percentile-latest | coef 0.045 95% CI: [0.038 , 0.052] | OR_adj 1.046 [1.039 1.053] | occ: 1043 | OR_unadj: 1.325 [1.003 1.751] | indivs AUC:0.562 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.025 MatDeliveryAge:0.021 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.015 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.015 Number of Visits:0.009 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.004 Vital: Ht-avg10to13 | coef 0.045 95% CI: [0.038 , 0.051] | OR_adj 1.046 [1.039 1.052] | occ: 1381 | OR_unadj: 1.307 [0.998 1.712] | indivs AUC:0.544 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.033 Number of Visits:0.027 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.020 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.020 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.011 MatDeliveryAge:-0.007 Vital: Ht-gain3to7 | coef 0.044 95% CI: [0.040 , 0.048] | OR_adj 1.045 [1.040 1.049] | occ: 1405 | OR_unadj: 1.120 [0.858 1.461] | indivs AUC:0.523 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.043 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.043 Number of Visits:0.042 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.022 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.008 MatDeliveryAge:-0.007 Vital: Ht-gain5to10 | coef 0.043 95% CI: [0.040 , 0.046] | OR_adj 1.044 [1.041 1.047] | occ: 1429 | OR_unadj: 1.097 [0.806 1.493] | indivs AUC:0.492 Correlated most with: Number of Visits:0.044 MatDeliveryAge:-0.028 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.023 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.017 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.008 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.008 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.040 95% CI: [0.036 , 0.044] | OR_adj 1.041 [1.036 1.045] | occ: 1057 | OR_unadj: 1.438 [1.084 1.906] | indivs AUC:0.568 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.299 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.030 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.030 Number of Visits:-0.027 MatDeliveryAge:0.011 Vital: HC-gain3to7 | coef 0.039 95% CI: [0.035 , 0.042] | OR_adj 1.040 [1.036 1.043] | occ: 1310 | OR_unadj: 1.076 [0.825 1.404] | indivs AUC:0.578 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.056 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.056 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.032 MatDeliveryAge:0.026 Number of Visits:0.022 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.001 * Vital: Ht-avg16to19 | coef 0.038 95% CI: [0.034 , 0.042] | OR_adj 1.038 [1.034 1.042] | occ: 1265 | OR_unadj: 1.417 [1.082 1.855] | indivs AUC:0.507 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.039 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.039 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.023 MatDeliveryAge:-0.022 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.016 Number of Visits:0.013 Vital: HC-gain16to24 | coef 0.032 95% CI: [0.029 , 0.036] | OR_adj 1.033 [1.029 1.036] | occ: 1064 | OR_unadj: 0.868 [0.662 1.137] | indivs AUC:0.535 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.047 Number of Visits:-0.036 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.034 MatDeliveryAge:-0.011 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.000 * Vital: Ht Percentile-gain0to24 | coef 0.028 95% CI: [0.024 , 0.031] | OR_adj 1.028 [1.025 1.031] | occ: 899 | OR_unadj: 1.356 [1.016 1.808] | indivs AUC:0.595 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.047 Number of Visits:0.045 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.011 MatDeliveryAge:0.006 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.001 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.001 Vital: Ht Percentile-gain7to13 | coef 0.023 95% CI: [0.020 , 0.026] | OR_adj 1.023 [1.020 1.027] | occ: 713 | OR_unadj: 1.104 [0.782 1.559] | indivs AUC:0.479 Correlated most with: Number of Visits:0.021 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.009 MatDeliveryAge:0.006 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.003 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.002 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.002 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.022 95% CI: [0.020 , 0.025] | OR_adj 1.022 [1.020 1.025] | occ: 1055 | OR_unadj: 1.153 [0.870 1.529] | indivs AUC:0.515 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.999 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.188 Number of Visits:-0.035 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.030 MatDeliveryAge:0.012 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef 0.022 95% CI: [0.019 , 0.024] | OR_adj 1.022 [1.019 1.025] | occ: 1058 | OR_unadj: 1.146 [0.865 1.519] | indivs AUC:0.509 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.999 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.187 Number of Visits:-0.037 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.030 MatDeliveryAge:0.012 Vital: Ht Percentile-gain3to7 | coef 0.011 95% CI: [0.009 , 0.013] | OR_adj 1.011 [1.009 1.013] | occ: 513 | OR_unadj: 0.862 [0.579 1.284] | indivs AUC:0.498 Correlated most with: Number of Visits:0.044 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.016 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.011 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.011 MatDeliveryAge:-0.007 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.004 Vital : 0.751985184055 MatDeliveryAge : 0.0616763884958 Number of Visits : 0.0538306338809 Census : 0.132507793569 Time to run analysis 0:07:28.025984 Total Time elapsed 17:15:33.273652 ----------------------------------------------------- girls lasso_fts no_wt_bmi gradientboost regression Running batch 1 of 7 with 16 nodes Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.523, R^2 test: -0.010 Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.587, R^2 test: -0.047 Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.691, R^2 test: -0.080 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.926, Explained Variance Score Train: 0.504 AUC Validation: 0.536, Explained Variance Score Validation: 0.020 AUC Test: 0.588, Explained Variance Score Test: -0.000 Bootstrap CV 13, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.528, R^2 test: -0.003 Bootstrap CV 13, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.601, R^2 test: -0.095 Bootstrap CV 13, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.647, R^2 test: 0.016 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.924, Explained Variance Score Train: 0.552 AUC Validation: 0.536, Explained Variance Score Validation: -0.010 AUC Test: 0.559, Explained Variance Score Test: -0.012 Bootstrap CV 14, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.585, R^2 test: -0.219 Bootstrap CV 14, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.622, R^2 test: -0.184 Bootstrap CV 14, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.697, R^2 test: -0.239 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.933, Explained Variance Score Train: 0.666 AUC Validation: 0.606, Explained Variance Score Validation: -0.142 AUC Test: 0.630, Explained Variance Score Test: 0.053 Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.548, R^2 test: -0.130 Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.693, R^2 test: -0.154 Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.750, R^2 test: -0.111 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.963, Explained Variance Score Train: 0.699 AUC Validation: 0.549, Explained Variance Score Validation: -0.085 AUC Test: 0.621, Explained Variance Score Test: 0.024 Bootstrap CV 12, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.641, R^2 test: -0.075 Bootstrap CV 12, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.738, R^2 test: -0.020 Bootstrap CV 12, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.767, R^2 test: -0.022 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.933, Explained Variance Score Train: 0.669 AUC Validation: 0.742, Explained Variance Score Validation: 0.085 AUC Test: 0.583, Explained Variance Score Test: 0.021 Bootstrap CV 10, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.553, R^2 test: -0.006 Bootstrap CV 10, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.644, R^2 test: -0.039 Bootstrap CV 10, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.706, R^2 test: -0.015 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.940, Explained Variance Score Train: 0.636 AUC Validation: 0.549, Explained Variance Score Validation: 0.036 AUC Test: 0.607, Explained Variance Score Test: 0.023 Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.578, R^2 test: -0.111 Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.663, R^2 test: -0.146 Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.664, R^2 test: -0.237 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.972, Explained Variance Score Train: 0.681 AUC Validation: 0.502, Explained Variance Score Validation: -0.176 AUC Test: 0.639, Explained Variance Score Test: 0.037 Bootstrap CV 11, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.689, R^2 test: -0.047 Bootstrap CV 11, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.740, R^2 test: -0.088 Bootstrap CV 11, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.798, R^2 test: -0.072 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.941, Explained Variance Score Train: 0.718 AUC Validation: 0.424, Explained Variance Score Validation: -0.085 AUC Test: 0.623, Explained Variance Score Test: 0.063 Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.709, R^2 test: 0.005 Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.783, R^2 test: 0.009 Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.784, R^2 test: -0.007 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.948, Explained Variance Score Train: 0.727 AUC Validation: 0.729, Explained Variance Score Validation: 0.026 AUC Test: 0.584, Explained Variance Score Test: 0.048 Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.442, R^2 test: -0.108 Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.576, R^2 test: -0.101 Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.679, R^2 test: -0.082 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.930, Explained Variance Score Train: 0.631 AUC Validation: 0.459, Explained Variance Score Validation: -0.091 AUC Test: 0.568, Explained Variance Score Test: -0.038 Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.612, R^2 test: 0.034 Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.630, R^2 test: -0.001 Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.766, R^2 test: 0.001 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.965, Explained Variance Score Train: 0.705 AUC Validation: 0.669, Explained Variance Score Validation: 0.047 AUC Test: 0.590, Explained Variance Score Test: 0.012 Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.587, R^2 test: 0.108 Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.561, R^2 test: 0.092 Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.713, R^2 test: 0.066 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.896, Explained Variance Score Train: 0.680 AUC Validation: 0.718, Explained Variance Score Validation: 0.084 AUC Test: 0.577, Explained Variance Score Test: -0.035 Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.673, R^2 test: -0.023 Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.651, R^2 test: -0.028 Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.677, R^2 test: -0.062 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.962, Explained Variance Score Train: 0.709 AUC Validation: 0.504, Explained Variance Score Validation: -0.023 AUC Test: 0.593, Explained Variance Score Test: -0.019 Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.415, R^2 test: -0.087 Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.440, R^2 test: -0.077 Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.553, R^2 test: -0.103 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.926, Explained Variance Score Train: 0.560 AUC Validation: 0.528, Explained Variance Score Validation: -0.017 AUC Test: 0.662, Explained Variance Score Test: 0.055 Bootstrap CV 15, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.553, R^2 test: -0.017 Bootstrap CV 15, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.667, R^2 test: -0.046 Bootstrap CV 15, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.664, R^2 test: -0.043 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.938, Explained Variance Score Train: 0.701 AUC Validation: 0.567, Explained Variance Score Validation: -0.021 AUC Test: 0.561, Explained Variance Score Test: -0.062 Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.552, R^2 test: -0.070 Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.690, R^2 test: -0.030 Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.726, R^2 test: -0.035 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.963, Explained Variance Score Train: 0.734 AUC Validation: 0.580, Explained Variance Score Validation: -0.034 AUC Test: 0.643, Explained Variance Score Test: 0.019 Running batch 2 of 7 with 16 nodes Bootstrap CV 24, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.535, R^2 test: -0.060 Bootstrap CV 24, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.663, R^2 test: -0.219 Bootstrap CV 24, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.763, R^2 test: -0.179 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.936, Explained Variance Score Train: 0.480 AUC Validation: 0.630, Explained Variance Score Validation: -0.040 AUC Test: 0.581, Explained Variance Score Test: -0.009 Bootstrap CV 29, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.617, R^2 test: 0.001 Bootstrap CV 29, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.722, R^2 test: -0.110 Bootstrap CV 29, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.807, R^2 test: -0.137 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.972, Explained Variance Score Train: 0.735 AUC Validation: 0.697, Explained Variance Score Validation: -0.068 AUC Test: 0.605, Explained Variance Score Test: 0.011 Bootstrap CV 23, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.623, R^2 test: 0.063 Bootstrap CV 23, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.686, R^2 test: 0.076 Bootstrap CV 23, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.777, R^2 test: 0.080 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.963, Explained Variance Score Train: 0.716 AUC Validation: 0.644, Explained Variance Score Validation: 0.086 AUC Test: 0.571, Explained Variance Score Test: -0.033 Bootstrap CV 22, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.622, R^2 test: -0.087 Bootstrap CV 22, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.696, R^2 test: -0.096 Bootstrap CV 22, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.735, R^2 test: -0.124 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.932, Explained Variance Score Train: 0.658 AUC Validation: 0.616, Explained Variance Score Validation: -0.010 AUC Test: 0.575, Explained Variance Score Test: -0.007 Bootstrap CV 16, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.516, R^2 test: -0.116 Bootstrap CV 16, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.705, R^2 test: -0.092 Bootstrap CV 16, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.693, R^2 test: -0.141 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.956, Explained Variance Score Train: 0.602 AUC Validation: 0.524, Explained Variance Score Validation: -0.128 AUC Test: 0.586, Explained Variance Score Test: 0.023 Bootstrap CV 20, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.524, R^2 test: -0.053 Bootstrap CV 20, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.614, R^2 test: -0.051 Bootstrap CV 20, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.732, R^2 test: -0.096 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.981, Explained Variance Score Train: 0.705 AUC Validation: 0.515, Explained Variance Score Validation: -0.063 AUC Test: 0.671, Explained Variance Score Test: 0.070 Bootstrap CV 27, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.627, R^2 test: -0.190 Bootstrap CV 27, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.693, R^2 test: -0.255 Bootstrap CV 27, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.686, R^2 test: -0.249 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.922, Explained Variance Score Train: 0.574 AUC Validation: 0.359, Explained Variance Score Validation: -0.180 AUC Test: 0.527, Explained Variance Score Test: -0.011 Bootstrap CV 17, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.745, R^2 test: -0.091 Bootstrap CV 17, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.802, R^2 test: -0.082 Bootstrap CV 17, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.838, R^2 test: -0.049 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.942, Explained Variance Score Train: 0.774 AUC Validation: 0.471, Explained Variance Score Validation: -0.047 AUC Test: 0.628, Explained Variance Score Test: -0.008 Bootstrap CV 18, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.619, R^2 test: -0.240 Bootstrap CV 18, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.699, R^2 test: -0.189 Bootstrap CV 18, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.755, R^2 test: -0.242 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.937, Explained Variance Score Train: 0.635 AUC Validation: 0.566, Explained Variance Score Validation: -0.035 AUC Test: 0.575, Explained Variance Score Test: 0.041 Bootstrap CV 21, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.606, R^2 test: -0.005 Bootstrap CV 21, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.724, R^2 test: 0.004 Bootstrap CV 21, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.763, R^2 test: -0.005 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.963, Explained Variance Score Train: 0.730 AUC Validation: 0.576, Explained Variance Score Validation: 0.018 AUC Test: 0.573, Explained Variance Score Test: -0.043 Bootstrap CV 30, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.567, R^2 test: -0.081 Bootstrap CV 30, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.647, R^2 test: -0.087 Bootstrap CV 30, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.696, R^2 test: -0.046 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.909, Explained Variance Score Train: 0.631 AUC Validation: 0.573, Explained Variance Score Validation: -0.061 AUC Test: 0.556, Explained Variance Score Test: 0.003 Bootstrap CV 25, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.577, R^2 test: -0.090 Bootstrap CV 25, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.622, R^2 test: -0.089 Bootstrap CV 25, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.742, R^2 test: -0.115 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.955, Explained Variance Score Train: 0.729 AUC Validation: 0.629, Explained Variance Score Validation: -0.080 AUC Test: 0.614, Explained Variance Score Test: 0.047 Bootstrap CV 26, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.663, R^2 test: -0.097 Bootstrap CV 26, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.735, R^2 test: -0.101 Bootstrap CV 26, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.758, R^2 test: -0.086 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.966, Explained Variance Score Train: 0.767 AUC Validation: 0.417, Explained Variance Score Validation: -0.118 AUC Test: 0.542, Explained Variance Score Test: -0.013 Bootstrap CV 28, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.599, R^2 test: -0.016 Bootstrap CV 28, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.700, R^2 test: -0.038 Bootstrap CV 28, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.789, R^2 test: -0.050 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.937, Explained Variance Score Train: 0.744 AUC Validation: 0.698, Explained Variance Score Validation: 0.060 AUC Test: 0.634, Explained Variance Score Test: 0.027 Bootstrap CV 31, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.714, R^2 test: -0.000 Bootstrap CV 31, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.732, R^2 test: -0.025 Bootstrap CV 31, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.809, R^2 test: -0.012 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.957, Explained Variance Score Train: 0.792 AUC Validation: 0.538, Explained Variance Score Validation: 0.021 AUC Test: 0.567, Explained Variance Score Test: 0.046 Bootstrap CV 19, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.498, R^2 test: 0.028 Bootstrap CV 19, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.584, R^2 test: 0.038 Bootstrap CV 19, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.665, R^2 test: 0.028 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.919, Explained Variance Score Train: 0.676 AUC Validation: 0.686, Explained Variance Score Validation: 0.033 AUC Test: 0.628, Explained Variance Score Test: 0.020 Running batch 3 of 7 with 16 nodes Bootstrap CV 37, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.593, R^2 test: -0.065 Bootstrap CV 37, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.731, R^2 test: -0.063 Bootstrap CV 37, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.756, R^2 test: -0.075 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.959, Explained Variance Score Train: 0.663 AUC Validation: 0.518, Explained Variance Score Validation: -0.029 AUC Test: 0.604, Explained Variance Score Test: 0.030 Bootstrap CV 39, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.680, R^2 test: -0.089 Bootstrap CV 39, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.721, R^2 test: -0.139 Bootstrap CV 39, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.768, R^2 test: -0.052 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.963, Explained Variance Score Train: 0.631 AUC Validation: 0.395, Explained Variance Score Validation: -0.083 AUC Test: 0.502, Explained Variance Score Test: -0.025 Bootstrap CV 46, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.560, R^2 test: -0.112 Bootstrap CV 46, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.637, R^2 test: -0.130 Bootstrap CV 46, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.676, R^2 test: -0.137 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.918, Explained Variance Score Train: 0.583 AUC Validation: 0.477, Explained Variance Score Validation: -0.073 AUC Test: 0.571, Explained Variance Score Test: 0.021 Bootstrap CV 40, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.563, R^2 test: 0.028 Bootstrap CV 40, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.625, R^2 test: -0.026 Bootstrap CV 40, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.719, R^2 test: -0.011 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.924, Explained Variance Score Train: 0.555 AUC Validation: 0.586, Explained Variance Score Validation: 0.031 AUC Test: 0.568, Explained Variance Score Test: -0.007 Bootstrap CV 33, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.435, R^2 test: -0.064 Bootstrap CV 33, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.466, R^2 test: -0.092 Bootstrap CV 33, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.645, R^2 test: -0.066 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.869, Explained Variance Score Train: 0.482 AUC Validation: 0.532, Explained Variance Score Validation: -0.052 AUC Test: 0.562, Explained Variance Score Test: -0.047 Bootstrap CV 42, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.666, R^2 test: -0.144 Bootstrap CV 42, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.722, R^2 test: -0.179 Bootstrap CV 42, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.758, R^2 test: -0.190 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.888, Explained Variance Score Train: 0.644 AUC Validation: 0.592, Explained Variance Score Validation: -0.052 AUC Test: 0.604, Explained Variance Score Test: 0.003 Bootstrap CV 32, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.501, R^2 test: -0.051 Bootstrap CV 32, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.529, R^2 test: -0.055 Bootstrap CV 32, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.548, R^2 test: -0.058 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.946, Explained Variance Score Train: 0.497 AUC Validation: 0.516, Explained Variance Score Validation: -0.063 AUC Test: 0.579, Explained Variance Score Test: -0.008 Bootstrap CV 45, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.495, R^2 test: -0.121 Bootstrap CV 45, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.557, R^2 test: -0.088 Bootstrap CV 45, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.600, R^2 test: -0.085 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.916, Explained Variance Score Train: 0.608 AUC Validation: 0.524, Explained Variance Score Validation: -0.011 AUC Test: 0.652, Explained Variance Score Test: 0.057 Bootstrap CV 34, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.601, R^2 test: -0.128 Bootstrap CV 34, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.546, R^2 test: -0.057 Bootstrap CV 34, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.658, R^2 test: -0.092 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.943, Explained Variance Score Train: 0.503 AUC Validation: 0.610, Explained Variance Score Validation: 0.056 AUC Test: 0.625, Explained Variance Score Test: 0.081 Bootstrap CV 47, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.364, R^2 test: 0.015 Bootstrap CV 47, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.571, R^2 test: 0.032 Bootstrap CV 47, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.622, R^2 test: 0.023 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.845, Explained Variance Score Train: 0.414 AUC Validation: 0.702, Explained Variance Score Validation: 0.134 AUC Test: 0.575, Explained Variance Score Test: 0.029 Bootstrap CV 43, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.570, R^2 test: 0.005 Bootstrap CV 43, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.621, R^2 test: -0.001 Bootstrap CV 43, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.679, R^2 test: 0.019 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.934, Explained Variance Score Train: 0.631 AUC Validation: 0.696, Explained Variance Score Validation: 0.086 AUC Test: 0.616, Explained Variance Score Test: 0.080 Bootstrap CV 35, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.518, R^2 test: -0.030 Bootstrap CV 35, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.588, R^2 test: -0.047 Bootstrap CV 35, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.724, R^2 test: -0.068 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.878, Explained Variance Score Train: 0.668 AUC Validation: 0.477, Explained Variance Score Validation: -0.042 AUC Test: 0.590, Explained Variance Score Test: 0.036 Bootstrap CV 44, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.567, R^2 test: -0.092 Bootstrap CV 44, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.702, R^2 test: -0.101 Bootstrap CV 44, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.659, R^2 test: -0.075 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.906, Explained Variance Score Train: 0.622 AUC Validation: 0.575, Explained Variance Score Validation: -0.000 AUC Test: 0.625, Explained Variance Score Test: 0.065 Bootstrap CV 36, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.589, R^2 test: -0.036 Bootstrap CV 36, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.664, R^2 test: -0.064 Bootstrap CV 36, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.820, R^2 test: -0.058 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.955, Explained Variance Score Train: 0.675 AUC Validation: 0.577, Explained Variance Score Validation: -0.069 AUC Test: 0.595, Explained Variance Score Test: 0.022 Bootstrap CV 38, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.608, R^2 test: 0.025 Bootstrap CV 38, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.643, R^2 test: 0.064 Bootstrap CV 38, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.707, R^2 test: 0.035 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.935, Explained Variance Score Train: 0.696 AUC Validation: 0.603, Explained Variance Score Validation: 0.055 AUC Test: 0.655, Explained Variance Score Test: 0.066 Bootstrap CV 41, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.519, R^2 test: -0.016 Bootstrap CV 41, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.559, R^2 test: -0.036 Bootstrap CV 41, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.617, R^2 test: -0.036 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.866, Explained Variance Score Train: 0.622 AUC Validation: 0.576, Explained Variance Score Validation: -0.003 AUC Test: 0.537, Explained Variance Score Test: 0.012 Running batch 4 of 7 with 16 nodes Bootstrap CV 51, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.545, R^2 test: -0.022 Bootstrap CV 51, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.653, R^2 test: -0.039 Bootstrap CV 51, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.722, R^2 test: -0.035 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.917, Explained Variance Score Train: 0.597 AUC Validation: 0.753, Explained Variance Score Validation: 0.020 AUC Test: 0.576, Explained Variance Score Test: -0.013 Bootstrap CV 59, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.513, R^2 test: -0.305 Bootstrap CV 59, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.645, R^2 test: -0.315 Bootstrap CV 59, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.673, R^2 test: -0.309 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.969, Explained Variance Score Train: 0.736 AUC Validation: 0.418, Explained Variance Score Validation: -0.281 AUC Test: 0.538, Explained Variance Score Test: -0.100 Bootstrap CV 57, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.617, R^2 test: -0.069 Bootstrap CV 57, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.692, R^2 test: -0.107 Bootstrap CV 57, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.735, R^2 test: -0.128 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.929, Explained Variance Score Train: 0.622 AUC Validation: 0.545, Explained Variance Score Validation: -0.074 AUC Test: 0.617, Explained Variance Score Test: 0.018 Bootstrap CV 49, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.521, R^2 test: 0.010 Bootstrap CV 49, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.556, R^2 test: 0.018 Bootstrap CV 49, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.629, R^2 test: -0.036 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.948, Explained Variance Score Train: 0.603 AUC Validation: 0.624, Explained Variance Score Validation: 0.042 AUC Test: 0.590, Explained Variance Score Test: 0.051 Bootstrap CV 56, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.479, R^2 test: -0.063 Bootstrap CV 56, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.657, R^2 test: -0.157 Bootstrap CV 56, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.583, R^2 test: -0.063 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.885, Explained Variance Score Train: 0.497 AUC Validation: 0.605, Explained Variance Score Validation: 0.039 AUC Test: 0.639, Explained Variance Score Test: 0.044 Bootstrap CV 62, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.530, R^2 test: -0.132 Bootstrap CV 62, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.604, R^2 test: -0.166 Bootstrap CV 62, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.701, R^2 test: -0.202 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.924, Explained Variance Score Train: 0.520 AUC Validation: 0.631, Explained Variance Score Validation: -0.150 AUC Test: 0.612, Explained Variance Score Test: 0.025 Bootstrap CV 60, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.587, R^2 test: -0.035 Bootstrap CV 60, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.677, R^2 test: -0.029 Bootstrap CV 60, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.735, R^2 test: 0.002 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.877, Explained Variance Score Train: 0.607 AUC Validation: 0.656, Explained Variance Score Validation: 0.075 AUC Test: 0.570, Explained Variance Score Test: 0.007 Bootstrap CV 54, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.599, R^2 test: -0.087 Bootstrap CV 54, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.631, R^2 test: -0.149 Bootstrap CV 54, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.744, R^2 test: -0.130 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.930, Explained Variance Score Train: 0.690 AUC Validation: 0.595, Explained Variance Score Validation: -0.054 AUC Test: 0.637, Explained Variance Score Test: 0.031 Bootstrap CV 48, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.538, R^2 test: 0.085 Bootstrap CV 48, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.595, R^2 test: 0.074 Bootstrap CV 48, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.666, R^2 test: 0.034 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.923, Explained Variance Score Train: 0.602 AUC Validation: 0.665, Explained Variance Score Validation: 0.041 AUC Test: 0.640, Explained Variance Score Test: 0.068 Bootstrap CV 61, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.639, R^2 test: -0.039 Bootstrap CV 61, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.755, R^2 test: -0.066 Bootstrap CV 61, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.726, R^2 test: -0.128 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.950, Explained Variance Score Train: 0.710 AUC Validation: 0.501, Explained Variance Score Validation: -0.075 AUC Test: 0.575, Explained Variance Score Test: 0.021 Bootstrap CV 50, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.674, R^2 test: -0.136 Bootstrap CV 50, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.699, R^2 test: -0.124 Bootstrap CV 50, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.796, R^2 test: -0.164 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.967, Explained Variance Score Train: 0.754 AUC Validation: 0.481, Explained Variance Score Validation: -0.108 AUC Test: 0.615, Explained Variance Score Test: 0.035 Bootstrap CV 55, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.472, R^2 test: -0.011 Bootstrap CV 55, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.573, R^2 test: 0.017 Bootstrap CV 55, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.649, R^2 test: -0.004 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.952, Explained Variance Score Train: 0.603 AUC Validation: 0.670, Explained Variance Score Validation: 0.018 AUC Test: 0.487, Explained Variance Score Test: -0.038 Bootstrap CV 63, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.458, R^2 test: -0.039 Bootstrap CV 63, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.623, R^2 test: -0.045 Bootstrap CV 63, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.643, R^2 test: -0.033 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.921, Explained Variance Score Train: 0.622 AUC Validation: 0.527, Explained Variance Score Validation: 0.030 AUC Test: 0.615, Explained Variance Score Test: 0.045 Bootstrap CV 52, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.499, R^2 test: -0.015 Bootstrap CV 52, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.680, R^2 test: -0.013 Bootstrap CV 52, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.659, R^2 test: -0.019 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.925, Explained Variance Score Train: 0.709 AUC Validation: 0.660, Explained Variance Score Validation: 0.080 AUC Test: 0.605, Explained Variance Score Test: 0.019 Bootstrap CV 53, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.523, R^2 test: 0.004 Bootstrap CV 53, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.540, R^2 test: 0.015 Bootstrap CV 53, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.649, R^2 test: -0.021 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.904, Explained Variance Score Train: 0.669 AUC Validation: 0.654, Explained Variance Score Validation: 0.010 AUC Test: 0.604, Explained Variance Score Test: 0.044 Bootstrap CV 58, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.566, R^2 test: -0.008 Bootstrap CV 58, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.712, R^2 test: 0.028 Bootstrap CV 58, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.739, R^2 test: -0.016 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.947, Explained Variance Score Train: 0.753 AUC Validation: 0.633, Explained Variance Score Validation: 0.060 AUC Test: 0.608, Explained Variance Score Test: -0.004 Running batch 5 of 7 with 16 nodes Bootstrap CV 77, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.587, R^2 test: -0.178 Bootstrap CV 77, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.575, R^2 test: -0.170 Bootstrap CV 77, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.666, R^2 test: -0.220 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.940, Explained Variance Score Train: 0.577 AUC Validation: 0.423, Explained Variance Score Validation: -0.150 AUC Test: 0.572, Explained Variance Score Test: -0.024 Bootstrap CV 72, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.576, R^2 test: -0.052 Bootstrap CV 72, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.713, R^2 test: -0.031 Bootstrap CV 72, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.816, R^2 test: -0.062 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.956, Explained Variance Score Train: 0.622 AUC Validation: 0.561, Explained Variance Score Validation: -0.022 AUC Test: 0.591, Explained Variance Score Test: 0.006 Bootstrap CV 67, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.658, R^2 test: 0.062 Bootstrap CV 67, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.751, R^2 test: 0.081 Bootstrap CV 67, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.781, R^2 test: 0.039 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.954, Explained Variance Score Train: 0.756 AUC Validation: 0.608, Explained Variance Score Validation: 0.076 AUC Test: 0.556, Explained Variance Score Test: -0.030 Bootstrap CV 71, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.536, R^2 test: -0.026 Bootstrap CV 71, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.604, R^2 test: -0.014 Bootstrap CV 71, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.620, R^2 test: -0.055 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.919, Explained Variance Score Train: 0.514 AUC Validation: 0.622, Explained Variance Score Validation: -0.005 AUC Test: 0.638, Explained Variance Score Test: 0.027 Bootstrap CV 65, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.647, R^2 test: -0.115 Bootstrap CV 65, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.657, R^2 test: -0.160 Bootstrap CV 65, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.779, R^2 test: -0.131 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.926, Explained Variance Score Train: 0.682 AUC Validation: 0.515, Explained Variance Score Validation: -0.074 AUC Test: 0.606, Explained Variance Score Test: 0.002 Bootstrap CV 73, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.540, R^2 test: 0.135 Bootstrap CV 73, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.561, R^2 test: 0.140 Bootstrap CV 73, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.591, R^2 test: 0.137 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.946, Explained Variance Score Train: 0.598 AUC Validation: 0.701, Explained Variance Score Validation: 0.155 AUC Test: 0.599, Explained Variance Score Test: 0.044 Bootstrap CV 76, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.544, R^2 test: -0.200 Bootstrap CV 76, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.636, R^2 test: -0.186 Bootstrap CV 76, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.678, R^2 test: -0.200 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.893, Explained Variance Score Train: 0.542 AUC Validation: 0.322, Explained Variance Score Validation: -0.179 AUC Test: 0.569, Explained Variance Score Test: -0.025 Bootstrap CV 64, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.717, R^2 test: -0.047 Bootstrap CV 64, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.767, R^2 test: -0.089 Bootstrap CV 64, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.806, R^2 test: -0.059 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.952, Explained Variance Score Train: 0.708 AUC Validation: 0.743, Explained Variance Score Validation: 0.074 AUC Test: 0.617, Explained Variance Score Test: 0.039 Bootstrap CV 70, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.679, R^2 test: 0.024 Bootstrap CV 70, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.779, R^2 test: -0.003 Bootstrap CV 70, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.840, R^2 test: 0.042 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.941, Explained Variance Score Train: 0.692 AUC Validation: 0.651, Explained Variance Score Validation: 0.051 AUC Test: 0.610, Explained Variance Score Test: 0.057 Bootstrap CV 74, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.526, R^2 test: -0.003 Bootstrap CV 74, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.620, R^2 test: 0.024 Bootstrap CV 74, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.675, R^2 test: -0.034 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.915, Explained Variance Score Train: 0.562 AUC Validation: 0.602, Explained Variance Score Validation: 0.016 AUC Test: 0.627, Explained Variance Score Test: 0.024 Bootstrap CV 75, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.585, R^2 test: 0.064 Bootstrap CV 75, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.671, R^2 test: 0.064 Bootstrap CV 75, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.696, R^2 test: 0.058 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.915, Explained Variance Score Train: 0.584 AUC Validation: 0.662, Explained Variance Score Validation: 0.054 AUC Test: 0.613, Explained Variance Score Test: 0.054 Bootstrap CV 66, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.749, R^2 test: -0.067 Bootstrap CV 66, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.821, R^2 test: -0.082 Bootstrap CV 66, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.862, R^2 test: -0.087 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.947, Explained Variance Score Train: 0.736 AUC Validation: 0.471, Explained Variance Score Validation: -0.098 AUC Test: 0.612, Explained Variance Score Test: 0.012 Bootstrap CV 79, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.658, R^2 test: 0.044 Bootstrap CV 79, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.792, R^2 test: 0.040 Bootstrap CV 79, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.806, R^2 test: 0.031 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.978, Explained Variance Score Train: 0.803 AUC Validation: 0.591, Explained Variance Score Validation: 0.027 AUC Test: 0.593, Explained Variance Score Test: 0.015 Bootstrap CV 68, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.567, R^2 test: -0.089 Bootstrap CV 68, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.625, R^2 test: -0.113 Bootstrap CV 68, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.677, R^2 test: -0.105 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.875, Explained Variance Score Train: 0.553 AUC Validation: 0.554, Explained Variance Score Validation: -0.096 AUC Test: 0.576, Explained Variance Score Test: 0.027 Bootstrap CV 78, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.404, R^2 test: -0.014 Bootstrap CV 78, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.454, R^2 test: -0.000 Bootstrap CV 78, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.535, R^2 test: -0.008 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.901, Explained Variance Score Train: 0.542 AUC Validation: 0.591, Explained Variance Score Validation: 0.021 AUC Test: 0.615, Explained Variance Score Test: 0.056 Bootstrap CV 69, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.525, R^2 test: 0.058 Bootstrap CV 69, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.597, R^2 test: 0.066 Bootstrap CV 69, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.636, R^2 test: 0.043 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.921, Explained Variance Score Train: 0.648 AUC Validation: 0.692, Explained Variance Score Validation: 0.054 AUC Test: 0.627, Explained Variance Score Test: 0.026 Running batch 6 of 7 with 16 nodes Bootstrap CV 80, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.530, R^2 test: -0.042 Bootstrap CV 80, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.634, R^2 test: -0.080 Bootstrap CV 80, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.683, R^2 test: -0.105 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.902, Explained Variance Score Train: 0.646 AUC Validation: 0.448, Explained Variance Score Validation: -0.134 AUC Test: 0.621, Explained Variance Score Test: 0.049 Bootstrap CV 95, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.590, R^2 test: -0.038 Bootstrap CV 95, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.642, R^2 test: -0.049 Bootstrap CV 95, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.710, R^2 test: -0.022 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.915, Explained Variance Score Train: 0.559 AUC Validation: 0.536, Explained Variance Score Validation: -0.052 AUC Test: 0.554, Explained Variance Score Test: 0.021 Bootstrap CV 85, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.543, R^2 test: -0.085 Bootstrap CV 85, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.673, R^2 test: -0.107 Bootstrap CV 85, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.693, R^2 test: -0.064 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.923, Explained Variance Score Train: 0.595 AUC Validation: 0.474, Explained Variance Score Validation: -0.079 AUC Test: 0.617, Explained Variance Score Test: 0.030 Bootstrap CV 90, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.510, R^2 test: -0.003 Bootstrap CV 90, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.587, R^2 test: -0.107 Bootstrap CV 90, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.652, R^2 test: -0.163 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.928, Explained Variance Score Train: 0.583 AUC Validation: 0.495, Explained Variance Score Validation: -0.008 AUC Test: 0.569, Explained Variance Score Test: -0.018 Bootstrap CV 91, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.395, R^2 test: -0.038 Bootstrap CV 91, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.517, R^2 test: -0.065 Bootstrap CV 91, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.564, R^2 test: -0.061 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.943, Explained Variance Score Train: 0.458 AUC Validation: 0.519, Explained Variance Score Validation: -0.025 AUC Test: 0.617, Explained Variance Score Test: 0.015 Bootstrap CV 87, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.523, R^2 test: -0.112 Bootstrap CV 87, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.668, R^2 test: -0.126 Bootstrap CV 87, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.688, R^2 test: -0.176 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.884, Explained Variance Score Train: 0.559 AUC Validation: 0.600, Explained Variance Score Validation: -0.055 AUC Test: 0.555, Explained Variance Score Test: 0.005 Bootstrap CV 92, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.646, R^2 test: 0.053 Bootstrap CV 92, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.720, R^2 test: 0.060 Bootstrap CV 92, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.728, R^2 test: 0.029 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.907, Explained Variance Score Train: 0.694 AUC Validation: 0.685, Explained Variance Score Validation: 0.070 AUC Test: 0.544, Explained Variance Score Test: -0.055 Bootstrap CV 86, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.489, R^2 test: 0.014 Bootstrap CV 86, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.606, R^2 test: -0.041 Bootstrap CV 86, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.586, R^2 test: 0.053 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.965, Explained Variance Score Train: 0.480 AUC Validation: 0.632, Explained Variance Score Validation: 0.034 AUC Test: 0.546, Explained Variance Score Test: -0.004 Bootstrap CV 89, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.514, R^2 test: -0.013 Bootstrap CV 89, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.678, R^2 test: -0.023 Bootstrap CV 89, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.708, R^2 test: -0.026 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.922, Explained Variance Score Train: 0.564 AUC Validation: 0.610, Explained Variance Score Validation: 0.019 AUC Test: 0.536, Explained Variance Score Test: -0.011 Bootstrap CV 88, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.444, R^2 test: -0.088 Bootstrap CV 88, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.594, R^2 test: -0.132 Bootstrap CV 88, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.622, R^2 test: -0.074 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.914, Explained Variance Score Train: 0.480 AUC Validation: 0.636, Explained Variance Score Validation: -0.040 AUC Test: 0.623, Explained Variance Score Test: 0.003 Bootstrap CV 84, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.597, R^2 test: -0.080 Bootstrap CV 84, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.669, R^2 test: -0.110 Bootstrap CV 84, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.738, R^2 test: -0.121 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.937, Explained Variance Score Train: 0.610 AUC Validation: 0.559, Explained Variance Score Validation: -0.069 AUC Test: 0.617, Explained Variance Score Test: 0.030 Bootstrap CV 83, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.383, R^2 test: -0.185 Bootstrap CV 83, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.543, R^2 test: -0.243 Bootstrap CV 83, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.510, R^2 test: -0.298 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.911, Explained Variance Score Train: 0.432 AUC Validation: 0.542, Explained Variance Score Validation: -0.124 AUC Test: 0.571, Explained Variance Score Test: 0.016 Bootstrap CV 93, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.615, R^2 test: -0.042 Bootstrap CV 93, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.750, R^2 test: -0.041 Bootstrap CV 93, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.854, R^2 test: -0.123 best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad') AUC Train: 0.956, Explained Variance Score Train: 0.747 AUC Validation: 0.572, Explained Variance Score Validation: -0.051 AUC Test: 0.529, Explained Variance Score Test: -0.063 Bootstrap CV 81, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.670, R^2 test: 0.076 Bootstrap CV 81, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.686, R^2 test: 0.017 Bootstrap CV 81, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.781, R^2 test: 0.007 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.960, Explained Variance Score Train: 0.810 AUC Validation: 0.710, Explained Variance Score Validation: 0.007 AUC Test: 0.631, Explained Variance Score Test: 0.001 Bootstrap CV 82, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.508, R^2 test: -0.042 Bootstrap CV 82, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.605, R^2 test: -0.113 Bootstrap CV 82, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.744, R^2 test: -0.172 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.924, Explained Variance Score Train: 0.705 AUC Validation: 0.512, Explained Variance Score Validation: -0.108 AUC Test: 0.558, Explained Variance Score Test: 0.013 Bootstrap CV 94, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.517, R^2 test: -0.029 Bootstrap CV 94, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.562, R^2 test: -0.048 Bootstrap CV 94, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.641, R^2 test: -0.046 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.974, Explained Variance Score Train: 0.729 AUC Validation: 0.583, Explained Variance Score Validation: -0.070 AUC Test: 0.613, Explained Variance Score Test: 0.015 Running batch 7 of 7 with 4 nodes Bootstrap CV 98, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.549, R^2 test: -0.174 Bootstrap CV 98, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.618, R^2 test: -0.188 Bootstrap CV 98, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.667, R^2 test: -0.192 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.924, Explained Variance Score Train: 0.620 AUC Validation: 0.495, Explained Variance Score Validation: -0.137 AUC Test: 0.584, Explained Variance Score Test: -0.028 Bootstrap CV 96, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.551, R^2 test: -0.077 Bootstrap CV 96, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.605, R^2 test: -0.041 Bootstrap CV 96, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.667, R^2 test: -0.061 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.935, Explained Variance Score Train: 0.581 AUC Validation: 0.576, Explained Variance Score Validation: -0.045 AUC Test: 0.640, Explained Variance Score Test: 0.090 Bootstrap CV 99, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.536, R^2 test: -0.130 Bootstrap CV 99, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.689, R^2 test: -0.126 Bootstrap CV 99, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.698, R^2 test: -0.166 best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad') AUC Train: 0.921, Explained Variance Score Train: 0.559 AUC Validation: 0.522, Explained Variance Score Validation: -0.060 AUC Test: 0.533, Explained Variance Score Test: -0.013 Bootstrap CV 97, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.430, R^2 test: 0.020 Bootstrap CV 97, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.570, R^2 test: 0.006 Bootstrap CV 97, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.559, R^2 test: 0.025 best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad') AUC Train: 0.924, Explained Variance Score Train: 0.612 AUC Validation: 0.729, Explained Variance Score Validation: 0.067 AUC Test: 0.590, Explained Variance Score Test: 0.018 total Variables 23 and total subjects: 1698 ->AUC validation: 0.577 95% CI: [0.559 , 0.594] ->AUC test: 0.593 95% CI: [0.586 , 0.600] ->R^2 validation: -0.024 95% CI: [-0.039 , -0.009] ->R^2 test: 0.014 95% CI: [0.008 , 0.021] ->Explained Variance validation: -0.055 95% CI: [-0.070 , -0.039] ->Explained Variance test: -0.019 95% CI: [-0.027 , -0.012] Test set metrics: @threshold:2.177, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:1.177, sens:0.000, spec:1.000, ppv:0.000, acc:0.838, f1:0.000, mcc:0.000, total+:0, total-:339 @threshold:1.082, sens:0.000, spec:0.996, ppv:0.000, acc:0.835, f1:0.000, mcc:-0.026, total+:1, total-:338 @threshold:0.652, sens:0.018, spec:0.972, ppv:0.111, acc:0.817, f1:0.031, mcc:-0.003, total+:9, total-:330 @threshold:0.595, sens:0.018, spec:0.968, ppv:0.100, acc:0.814, f1:0.031, mcc:-0.004, total+:10, total-:329 @threshold:0.462, sens:0.036, spec:0.947, ppv:0.118, acc:0.799, f1:0.056, mcc:-0.002, total+:17, total-:322 @threshold:0.438, sens:0.036, spec:0.944, ppv:0.111, acc:0.796, f1:0.055, mcc:-0.002, total+:18, total-:321 @threshold:0.403, sens:0.055, spec:0.933, ppv:0.136, acc:0.791, f1:0.078, mcc:-0.001, total+:22, total-:317 @threshold:0.402, sens:0.055, spec:0.930, ppv:0.130, acc:0.788, f1:0.077, mcc:-0.001, total+:23, total-:316 @threshold:0.380, sens:0.073, spec:0.926, ppv:0.160, acc:0.788, f1:0.100, mcc:-0.000, total+:25, total-:314 @threshold:0.350, sens:0.073, spec:0.923, ppv:0.154, acc:0.785, f1:0.099, mcc:-0.000, total+:26, total-:313 @threshold:0.318, sens:0.091, spec:0.915, ppv:0.172, acc:0.782, f1:0.119, mcc:0.000, total+:29, total-:310 @threshold:0.306, sens:0.109, spec:0.912, ppv:0.194, acc:0.782, f1:0.140, mcc:0.001, total+:31, total-:308 @threshold:0.236, sens:0.127, spec:0.901, ppv:0.200, acc:0.776, f1:0.156, mcc:0.001, total+:35, total-:304 @threshold:0.232, sens:0.127, spec:0.898, ppv:0.194, acc:0.773, f1:0.154, mcc:0.001, total+:36, total-:303 @threshold:0.226, sens:0.145, spec:0.898, ppv:0.216, acc:0.776, f1:0.174, mcc:0.002, total+:37, total-:302 @threshold:0.223, sens:0.164, spec:0.894, ppv:0.231, acc:0.776, f1:0.191, mcc:0.003, total+:39, total-:300 @threshold:0.151, sens:0.182, spec:0.866, ppv:0.208, acc:0.755, f1:0.194, mcc:0.002, total+:48, total-:291 @threshold:0.151, sens:0.182, spec:0.863, ppv:0.204, acc:0.752, f1:0.192, mcc:0.001, total+:49, total-:290 @threshold:0.131, sens:0.200, spec:0.856, ppv:0.212, acc:0.749, f1:0.206, mcc:0.002, total+:52, total-:287 @threshold:0.128, sens:0.218, spec:0.852, ppv:0.222, acc:0.749, f1:0.220, mcc:0.002, total+:54, total-:285 @threshold:0.121, sens:0.236, spec:0.852, ppv:0.236, acc:0.752, f1:0.236, mcc:0.002, total+:55, total-:284 @threshold:0.110, sens:0.236, spec:0.849, ppv:0.232, acc:0.749, f1:0.234, mcc:0.002, total+:56, total-:283 @threshold:0.091, sens:0.255, spec:0.842, ppv:0.237, acc:0.746, f1:0.246, mcc:0.002, total+:59, total-:280 @threshold:0.088, sens:0.255, spec:0.838, ppv:0.233, acc:0.743, f1:0.243, mcc:0.002, total+:60, total-:279 @threshold:0.082, sens:0.273, spec:0.831, ppv:0.238, acc:0.740, f1:0.254, mcc:0.002, total+:63, total-:276 @threshold:0.078, sens:0.273, spec:0.827, ppv:0.234, acc:0.737, f1:0.252, mcc:0.002, total+:64, total-:275 @threshold:0.049, sens:0.291, spec:0.803, ppv:0.222, acc:0.720, f1:0.252, mcc:0.002, total+:72, total-:267 @threshold:0.046, sens:0.291, spec:0.799, ppv:0.219, acc:0.717, f1:0.250, mcc:0.002, total+:73, total-:266 @threshold:0.004, sens:0.309, spec:0.729, ppv:0.181, acc:0.661, f1:0.228, mcc:0.001, total+:94, total-:245 @threshold:-0.004, sens:0.309, spec:0.725, ppv:0.179, acc:0.658, f1:0.227, mcc:0.000, total+:95, total-:244 @threshold:-0.006, sens:0.327, spec:0.722, ppv:0.186, acc:0.658, f1:0.237, mcc:0.001, total+:97, total-:242 @threshold:-0.012, sens:0.327, spec:0.718, ppv:0.184, acc:0.655, f1:0.235, mcc:0.001, total+:98, total-:241 @threshold:-0.013, sens:0.345, spec:0.718, ppv:0.192, acc:0.658, f1:0.247, mcc:0.001, total+:99, total-:240 @threshold:-0.016, sens:0.345, spec:0.715, ppv:0.190, acc:0.655, f1:0.245, mcc:0.001, total+:100, total-:239 @threshold:-0.019, sens:0.364, spec:0.711, ppv:0.196, acc:0.655, f1:0.255, mcc:0.001, total+:102, total-:237 @threshold:-0.019, sens:0.364, spec:0.708, ppv:0.194, acc:0.652, f1:0.253, mcc:0.001, total+:103, total-:236 @threshold:-0.028, sens:0.382, spec:0.690, ppv:0.193, acc:0.640, f1:0.256, mcc:0.001, total+:109, total-:230 @threshold:-0.031, sens:0.382, spec:0.687, ppv:0.191, acc:0.637, f1:0.255, mcc:0.001, total+:110, total-:229 @threshold:-0.038, sens:0.400, spec:0.687, ppv:0.198, acc:0.640, f1:0.265, mcc:0.001, total+:111, total-:228 @threshold:-0.048, sens:0.400, spec:0.683, ppv:0.196, acc:0.637, f1:0.263, mcc:0.001, total+:112, total-:227 @threshold:-0.075, sens:0.418, spec:0.637, ppv:0.183, acc:0.602, f1:0.254, mcc:0.001, total+:126, total-:213 @threshold:-0.078, sens:0.418, spec:0.634, ppv:0.181, acc:0.599, f1:0.253, mcc:0.001, total+:127, total-:212 @threshold:-0.089, sens:0.436, spec:0.609, ppv:0.178, acc:0.581, f1:0.253, mcc:0.000, total+:135, total-:204 @threshold:-0.100, sens:0.436, spec:0.606, ppv:0.176, acc:0.578, f1:0.251, mcc:0.000, total+:136, total-:203 @threshold:-0.116, sens:0.455, spec:0.581, ppv:0.174, acc:0.560, f1:0.251, mcc:0.000, total+:144, total-:195 @threshold:-0.129, sens:0.473, spec:0.577, ppv:0.178, acc:0.560, f1:0.259, mcc:0.000, total+:146, total-:193 @threshold:-0.138, sens:0.491, spec:0.567, ppv:0.180, acc:0.555, f1:0.263, mcc:0.001, total+:150, total-:189 @threshold:-0.148, sens:0.491, spec:0.563, ppv:0.179, acc:0.552, f1:0.262, mcc:0.000, total+:151, total-:188 @threshold:-0.170, sens:0.509, spec:0.528, ppv:0.173, acc:0.525, f1:0.258, mcc:0.000, total+:162, total-:177 @threshold:-0.176, sens:0.527, spec:0.525, ppv:0.177, acc:0.525, f1:0.265, mcc:0.000, total+:164, total-:175 @threshold:-0.176, sens:0.545, spec:0.525, ppv:0.182, acc:0.528, f1:0.273, mcc:0.001, total+:165, total-:174 @threshold:-0.178, sens:0.545, spec:0.521, ppv:0.181, acc:0.525, f1:0.271, mcc:0.001, total+:166, total-:173 @threshold:-0.191, sens:0.564, spec:0.496, ppv:0.178, acc:0.507, f1:0.271, mcc:0.000, total+:174, total-:165 @threshold:-0.193, sens:0.582, spec:0.493, ppv:0.182, acc:0.507, f1:0.277, mcc:0.001, total+:176, total-:163 @threshold:-0.204, sens:0.600, spec:0.479, ppv:0.182, acc:0.499, f1:0.280, mcc:0.001, total+:181, total-:158 @threshold:-0.205, sens:0.600, spec:0.475, ppv:0.181, acc:0.496, f1:0.278, mcc:0.001, total+:182, total-:157 @threshold:-0.232, sens:0.618, spec:0.423, ppv:0.172, acc:0.454, f1:0.269, mcc:0.000, total+:198, total-:141 @threshold:-0.232, sens:0.618, spec:0.419, ppv:0.171, acc:0.451, f1:0.268, mcc:0.000, total+:199, total-:140 @threshold:-0.244, sens:0.636, spec:0.384, ppv:0.167, acc:0.425, f1:0.264, mcc:0.000, total+:210, total-:129 @threshold:-0.245, sens:0.636, spec:0.380, ppv:0.166, acc:0.422, f1:0.263, mcc:0.000, total+:211, total-:128 @threshold:-0.255, sens:0.655, spec:0.373, ppv:0.168, acc:0.419, f1:0.268, mcc:0.000, total+:214, total-:125 @threshold:-0.258, sens:0.655, spec:0.370, ppv:0.167, acc:0.416, f1:0.267, mcc:0.000, total+:215, total-:124 @threshold:-0.277, sens:0.673, spec:0.359, ppv:0.169, acc:0.410, f1:0.270, mcc:0.000, total+:219, total-:120 @threshold:-0.287, sens:0.673, spec:0.356, ppv:0.168, acc:0.407, f1:0.269, mcc:0.000, total+:220, total-:119 @threshold:-0.322, sens:0.691, spec:0.324, ppv:0.165, acc:0.383, f1:0.267, mcc:0.000, total+:230, total-:109 @threshold:-0.322, sens:0.691, spec:0.320, ppv:0.165, acc:0.381, f1:0.266, mcc:0.000, total+:231, total-:108 @threshold:-0.323, sens:0.709, spec:0.317, ppv:0.167, acc:0.381, f1:0.271, mcc:0.000, total+:233, total-:106 @threshold:-0.325, sens:0.709, spec:0.313, ppv:0.167, acc:0.378, f1:0.270, mcc:0.000, total+:234, total-:105 @threshold:-0.375, sens:0.727, spec:0.250, ppv:0.158, acc:0.327, f1:0.260, mcc:-0.000, total+:253, total-:86 @threshold:-0.379, sens:0.745, spec:0.246, ppv:0.161, acc:0.327, f1:0.265, mcc:-0.000, total+:255, total-:84 @threshold:-0.391, sens:0.764, spec:0.243, ppv:0.163, acc:0.327, f1:0.269, mcc:0.000, total+:257, total-:82 @threshold:-0.393, sens:0.764, spec:0.239, ppv:0.163, acc:0.324, f1:0.268, mcc:0.000, total+:258, total-:81 @threshold:-0.394, sens:0.782, spec:0.239, ppv:0.166, acc:0.327, f1:0.274, mcc:0.000, total+:259, total-:80 @threshold:-0.394, sens:0.782, spec:0.236, ppv:0.165, acc:0.324, f1:0.273, mcc:0.000, total+:260, total-:79 @threshold:-0.399, sens:0.800, spec:0.229, ppv:0.167, acc:0.322, f1:0.277, mcc:0.000, total+:263, total-:76 @threshold:-0.399, sens:0.800, spec:0.225, ppv:0.167, acc:0.319, f1:0.276, mcc:0.000, total+:264, total-:75 @threshold:-0.411, sens:0.818, spec:0.222, ppv:0.169, acc:0.319, f1:0.280, mcc:0.000, total+:266, total-:73 @threshold:-0.411, sens:0.818, spec:0.218, ppv:0.169, acc:0.316, f1:0.280, mcc:0.000, total+:267, total-:72 @threshold:-0.458, sens:0.836, spec:0.176, ppv:0.164, acc:0.283, f1:0.275, mcc:0.000, total+:280, total-:59 @threshold:-0.461, sens:0.836, spec:0.173, ppv:0.164, acc:0.280, f1:0.274, mcc:0.000, total+:281, total-:58 @threshold:-0.482, sens:0.855, spec:0.155, ppv:0.164, acc:0.268, f1:0.275, mcc:0.000, total+:287, total-:52 @threshold:-0.487, sens:0.855, spec:0.151, ppv:0.163, acc:0.265, f1:0.274, mcc:0.000, total+:288, total-:51 @threshold:-0.501, sens:0.873, spec:0.130, ppv:0.163, acc:0.251, f1:0.274, mcc:0.000, total+:295, total-:44 @threshold:-0.507, sens:0.873, spec:0.127, ppv:0.162, acc:0.248, f1:0.274, mcc:-0.000, total+:296, total-:43 @threshold:-0.524, sens:0.891, spec:0.127, ppv:0.165, acc:0.251, f1:0.278, mcc:0.000, total+:297, total-:42 @threshold:-0.525, sens:0.891, spec:0.123, ppv:0.164, acc:0.248, f1:0.278, mcc:0.000, total+:298, total-:41 @threshold:-0.526, sens:0.909, spec:0.123, ppv:0.167, acc:0.251, f1:0.282, mcc:0.000, total+:299, total-:40 @threshold:-0.530, sens:0.927, spec:0.120, ppv:0.169, acc:0.251, f1:0.287, mcc:0.001, total+:301, total-:38 @threshold:-0.540, sens:0.945, spec:0.120, ppv:0.172, acc:0.254, f1:0.291, mcc:0.001, total+:302, total-:37 @threshold:-0.550, sens:0.945, spec:0.116, ppv:0.172, acc:0.251, f1:0.291, mcc:0.001, total+:303, total-:36 @threshold:-0.664, sens:0.964, spec:0.035, ppv:0.162, acc:0.186, f1:0.277, mcc:-0.000, total+:327, total-:12 @threshold:-0.678, sens:0.982, spec:0.032, ppv:0.164, acc:0.186, f1:0.281, mcc:0.001, total+:329, total-:10 @threshold:-1.074, sens:1.000, spec:0.004, ppv:0.163, acc:0.165, f1:0.280, mcc:0.001, total+:338, total-:1 Vital: Ht-gain0to3 | coef 0.056 95% CI: [0.052 , 0.061] | OR_adj 1.058 [1.053 1.062] | occ: 1394 | OR_unadj: 0.853 [0.644 1.129] | indivs AUC:0.537 Correlated most with: Number of Visits:0.136 MatDeliveryAge:0.047 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.032 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.032 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.032 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.013 * Vital: Ht Percentile-latest | coef 0.056 95% CI: [0.051 , 0.060] | OR_adj 1.057 [1.052 1.062] | occ: 1043 | OR_unadj: 1.325 [1.003 1.751] | indivs AUC:0.562 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.025 MatDeliveryAge:0.021 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.015 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.015 Number of Visits:0.009 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.004 Vital: Ht-gain5to10 | coef 0.055 95% CI: [0.051 , 0.059] | OR_adj 1.056 [1.052 1.061] | occ: 1429 | OR_unadj: 1.097 [0.806 1.493] | indivs AUC:0.492 Correlated most with: Number of Visits:0.044 MatDeliveryAge:-0.028 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.023 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.017 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.008 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.008 Vital: Ht Percentile-gain7to13 | coef 0.055 95% CI: [0.050 , 0.059] | OR_adj 1.056 [1.052 1.061] | occ: 713 | OR_unadj: 1.104 [0.782 1.559] | indivs AUC:0.479 Correlated most with: Number of Visits:0.021 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.009 MatDeliveryAge:0.006 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.003 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.002 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.002 Vital: Ht-gain3to7 | coef 0.054 95% CI: [0.051 , 0.058] | OR_adj 1.056 [1.052 1.059] | occ: 1405 | OR_unadj: 1.120 [0.858 1.461] | indivs AUC:0.523 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.043 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.043 Number of Visits:0.042 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.022 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.008 MatDeliveryAge:-0.007 * Vital: Ht Percentile-gain0to24 | coef 0.053 95% CI: [0.048 , 0.058] | OR_adj 1.055 [1.049 1.060] | occ: 899 | OR_unadj: 1.356 [1.016 1.808] | indivs AUC:0.595 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.047 Number of Visits:0.045 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.011 MatDeliveryAge:0.006 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.001 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.001 Vital: HC-gain3to7 | coef 0.050 95% CI: [0.046 , 0.054] | OR_adj 1.052 [1.047 1.056] | occ: 1310 | OR_unadj: 1.076 [0.825 1.404] | indivs AUC:0.578 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.056 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.056 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.032 MatDeliveryAge:0.026 Number of Visits:0.022 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.001 Vital: Ht-gain16to24 | coef 0.050 95% CI: [0.047 , 0.053] | OR_adj 1.051 [1.048 1.054] | occ: 1417 | OR_unadj: 1.402 [0.978 2.008] | indivs AUC:0.553 Correlated most with: Number of Visits:-0.061 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.029 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.023 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.021 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.001 MatDeliveryAge:-0.000 MatDeliveryAge | coef 0.048 95% CI: [0.045 , 0.051] | OR_adj 1.049 [1.046 1.052] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.518 Correlated most with: MatDeliveryAge:1.000 Number of Visits:0.088 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.012 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.012 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.007 Vital: Ht-avg10to13 | coef 0.046 95% CI: [0.043 , 0.050] | OR_adj 1.048 [1.044 1.051] | occ: 1381 | OR_unadj: 1.307 [0.998 1.712] | indivs AUC:0.544 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.033 Number of Visits:0.027 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.020 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.020 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.011 MatDeliveryAge:-0.007 * Number of Visits | coef 0.045 95% CI: [0.042 , 0.047] | OR_adj 1.046 [1.043 1.049] | occ: 1645 | OR_unadj: 0.708 [0.535 0.936] | indivs AUC:0.478 Correlated most with: Number of Visits:1.000 MatDeliveryAge:0.088 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.037 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.035 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.027 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.024 * Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.044 95% CI: [0.041 , 0.048] | OR_adj 1.045 [1.042 1.049] | occ: 1057 | OR_unadj: 1.438 [1.084 1.906] | indivs AUC:0.568 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.299 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.030 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.030 Number of Visits:-0.027 MatDeliveryAge:0.011 Vital: HC-gain16to24 | coef 0.043 95% CI: [0.040 , 0.047] | OR_adj 1.044 [1.041 1.048] | occ: 1064 | OR_unadj: 0.868 [0.662 1.137] | indivs AUC:0.535 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.047 Number of Visits:-0.036 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.034 MatDeliveryAge:-0.011 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.000 * Vital: Ht-avg16to19 | coef 0.043 95% CI: [0.040 , 0.046] | OR_adj 1.044 [1.041 1.047] | occ: 1265 | OR_unadj: 1.417 [1.082 1.855] | indivs AUC:0.507 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.039 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.039 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.023 MatDeliveryAge:-0.022 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.016 Number of Visits:0.013 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.040 95% CI: [0.036 , 0.044] | OR_adj 1.041 [1.036 1.045] | occ: 1055 | OR_unadj: 1.275 [0.954 1.704] | indivs AUC:0.584 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.299 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.188 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.187 Number of Visits:-0.024 MatDeliveryAge:0.007 Vital: Ht Percentile-gain3to7 | coef 0.039 95% CI: [0.035 , 0.043] | OR_adj 1.040 [1.036 1.044] | occ: 513 | OR_unadj: 0.862 [0.579 1.284] | indivs AUC:0.498 Correlated most with: Number of Visits:0.044 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.016 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.011 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.011 MatDeliveryAge:-0.007 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.004 * Vital: HC-avg5to7 | coef 0.038 95% CI: [0.035 , 0.041] | OR_adj 1.039 [1.035 1.042] | occ: 1123 | OR_unadj: 1.500 [1.143 1.967] | indivs AUC:0.535 Correlated most with: Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.030 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.015 MatDeliveryAge:0.013 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.010 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.010 Number of Visits:-0.008 Vital: HC-latest | coef 0.036 95% CI: [0.034 , 0.039] | OR_adj 1.037 [1.034 1.039] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.592 Correlated most with: Number of Visits:0.302 MatDeliveryAge:0.058 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.058 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:-0.022 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.022 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.009 * Vital: HC-avg10to13 | coef 0.035 95% CI: [0.032 , 0.039] | OR_adj 1.036 [1.032 1.040] | occ: 1158 | OR_unadj: 1.481 [1.134 1.934] | indivs AUC:0.587 Correlated most with: Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.042 Number of Visits:0.041 MatDeliveryAge:0.014 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.008 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.008 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.003 * Vital: HC-avg13to16 | coef 0.033 95% CI: [0.031 , 0.036] | OR_adj 1.034 [1.031 1.037] | occ: 990 | OR_unadj: 1.619 [1.234 2.125] | indivs AUC:0.603 Correlated most with: Number of Visits:0.030 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.018 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.017 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.017 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.003 MatDeliveryAge:0.001 * Vital: HC-avg16to19 | coef 0.028 95% CI: [0.026 , 0.030] | OR_adj 1.029 [1.026 1.031] | occ: 930 | OR_unadj: 1.811 [1.365 2.403] | indivs AUC:0.545 Correlated most with: MatDeliveryAge:0.020 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.013 Number of Visits:0.011 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.011 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.011 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.008 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.026 95% CI: [0.023 , 0.029] | OR_adj 1.026 [1.024 1.029] | occ: 1055 | OR_unadj: 1.153 [0.870 1.529] | indivs AUC:0.515 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.999 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.188 Number of Visits:-0.035 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.030 MatDeliveryAge:0.012 Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef 0.025 95% CI: [0.023 , 0.027] | OR_adj 1.026 [1.023 1.028] | occ: 1058 | OR_unadj: 1.146 [0.865 1.519] | indivs AUC:0.509 Correlated most with: Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:1.000 Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.999 Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.187 Number of Visits:-0.037 Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.030 MatDeliveryAge:0.012 Vital : 0.77216824815 MatDeliveryAge : 0.0476955799402 Number of Visits : 0.044764556126 Census : 0.135371615784 Time to run analysis 0:02:58.807249 Total Time elapsed 17:18:32.081271 -----------------------------------------------------
temp_dir = '../more_bootstraps'
if not os.path.isdir(temp_dir):
os.mkdir(temp_dir)
pickle.dump(title_list, open(temp_dir+'/titles_list_'+str(months_to)+'_months_obese.pkl', 'wb'))
pickle.dump(auc_list, open(temp_dir+'/auc_list_'+str(months_to)+'_months_obese.pkl', 'wb'))
pickle.dump(metric2_list, open(temp_dir+'/metric2_list_'+str(months_to)+'_months_obese.pkl', 'wb'))
pickle.dump(metric3_list, open(temp_dir+'/metric3_list_'+str(months_to)+'_months_obese.pkl', 'wb'))
pickle.dump(results_list, open(temp_dir+'/results_list_'+str(months_to)+'_months_obese.pkl', 'wb'))
pickle.dump(features_list, open(temp_dir+'/features_list_'+str(months_to)+'_months_obese.pkl', 'wb'))
df = pd.DataFrame(np.hstack((np.array(title_list).reshape(-1,1),np.array(auc_list),np.array(metric2_list),np.array(metric3_list))),
columns=['title','AUC Validation Mean','AUC Validation Mean STE', 'AUC Test Mean', 'AUC Test Mean STE',
'R^2 Validation Mean','R^2 Validation Mean STE', 'R^2 Test Mean', 'R^2 Test Mean STE',
'Explained Variance Validation Mean','Explained Variance Validation Mean STE', 'Explained Variance Test Mean', 'Explained Variance Test Mean STE'])
pd.options.display.float_format = '{:,.4f}'.format
for col in df.columns:
if col != 'title':
df[col] = df[col].astype(float)
df.to_csv(temp_dir+'/val_test_results_matrix_24_months.csv',index=False)
df
title | AUC Validation Mean | AUC Validation Mean STE | AUC Test Mean | AUC Test Mean STE | R^2 Validation Mean | R^2 Validation Mean STE | R^2 Test Mean | R^2 Test Mean STE | Explained Variance Validation Mean | Explained Variance Validation Mean STE | Explained Variance Test Mean | Explained Variance Test Mean STE | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | Boys - Lasso Regression no_min full @24 obese | 0.7519 | 0.0113 | 0.7591 | 0.0018 | 0.2532 | 0.0145 | 0.2850 | 0.0033 | 0.2387 | 0.0153 | 0.2816 | 0.0034 |
1 | Boys - Randomforest Regression no_min full @24... | 0.7463 | 0.0115 | 0.7588 | 0.0028 | 0.2380 | 0.0158 | 0.2854 | 0.0045 | 0.2263 | 0.0167 | 0.2826 | 0.0046 |
2 | Boys - Gradientboost Regression no_min full @2... | 0.7331 | 0.0113 | 0.7435 | 0.0039 | 0.2121 | 0.0167 | 0.2513 | 0.0052 | 0.1950 | 0.0171 | 0.2401 | 0.0055 |
3 | Boys - Lasso Regression no_min no_census @24 o... | 0.7622 | 0.0088 | 0.7613 | 0.0017 | 0.2455 | 0.0130 | 0.2847 | 0.0040 | 0.2353 | 0.0135 | 0.2813 | 0.0038 |
4 | Boys - Randomforest Regression no_min no_censu... | 0.7360 | 0.0134 | 0.7568 | 0.0029 | 0.2185 | 0.0214 | 0.2764 | 0.0049 | 0.2061 | 0.0221 | 0.2727 | 0.0051 |
5 | Boys - Gradientboost Regression no_min no_cens... | 0.7295 | 0.0126 | 0.7412 | 0.0037 | 0.2092 | 0.0169 | 0.2503 | 0.0064 | 0.1894 | 0.0167 | 0.2382 | 0.0069 |
6 | Boys - Lasso Regression no_min no_wt_bmi @24 o... | 0.5376 | 0.0134 | 0.5406 | 0.0082 | 0.0023 | 0.0036 | 0.0042 | 0.0026 | -0.0127 | 0.0056 | -0.0003 | 0.0028 |
7 | Boys - Randomforest Regression no_min no_wt_bm... | 0.5697 | 0.0133 | 0.5879 | 0.0071 | -0.0063 | 0.0124 | 0.0030 | 0.0068 | -0.0216 | 0.0142 | -0.0008 | 0.0071 |
8 | Boys - Gradientboost Regression no_min no_wt_b... | 0.5402 | 0.0122 | 0.5678 | 0.0075 | -0.0370 | 0.0114 | -0.0166 | 0.0065 | -0.0615 | 0.0123 | -0.0369 | 0.0072 |
9 | Boys - Lasso Regression no_min wfl_19_24 @24 o... | 0.7527 | 0.0102 | 0.7737 | 0.0000 | 0.2440 | 0.0140 | 0.2885 | 0.0014 | 0.2338 | 0.0147 | 0.2855 | 0.0017 |
10 | Boys - Randomforest Regression no_min wfl_19_2... | 0.7316 | 0.0115 | 0.7609 | 0.0024 | 0.1736 | 0.0218 | 0.2614 | 0.0046 | 0.1614 | 0.0233 | 0.2579 | 0.0048 |
11 | Boys - Gradientboost Regression no_min wfl_19_... | 0.7194 | 0.0115 | 0.7363 | 0.0039 | 0.1473 | 0.0209 | 0.2091 | 0.0079 | 0.1083 | 0.0216 | 0.1757 | 0.0098 |
12 | Boys - Lasso Regression no_min wfl_latest @24 ... | 0.7301 | 0.0116 | 0.7607 | 0.0000 | 0.1925 | 0.0153 | 0.2674 | 0.0019 | 0.1818 | 0.0151 | 0.2644 | 0.0022 |
13 | Boys - Randomforest Regression no_min wfl_late... | 0.7242 | 0.0127 | 0.7260 | 0.0028 | 0.1633 | 0.0180 | 0.2085 | 0.0065 | 0.1503 | 0.0188 | 0.2055 | 0.0064 |
14 | Boys - Gradientboost Regression no_min wfl_lat... | 0.7116 | 0.0133 | 0.7175 | 0.0043 | 0.1305 | 0.0210 | 0.1760 | 0.0102 | 0.0838 | 0.0226 | 0.1343 | 0.0106 |
15 | Boys - Lasso Regression no_min bmi_19_24 @24 o... | 0.7355 | 0.0124 | 0.7620 | 0.0000 | 0.2434 | 0.0179 | 0.2778 | 0.0008 | 0.2314 | 0.0181 | 0.2740 | 0.0011 |
16 | Boys - Randomforest Regression no_min bmi_19_2... | 0.7169 | 0.0129 | 0.7455 | 0.0028 | 0.1838 | 0.0210 | 0.2384 | 0.0051 | 0.1693 | 0.0224 | 0.2347 | 0.0054 |
17 | Boys - Gradientboost Regression no_min bmi_19_... | 0.7105 | 0.0128 | 0.7359 | 0.0042 | 0.1510 | 0.0216 | 0.1834 | 0.0101 | 0.1097 | 0.0220 | 0.1469 | 0.0096 |
18 | Boys - Lasso Regression no_min bmi_latest @24 ... | 0.7407 | 0.0111 | 0.7311 | 0.0000 | 0.2127 | 0.0177 | 0.2390 | 0.0007 | 0.1977 | 0.0195 | 0.2343 | 0.0014 |
19 | Boys - Randomforest Regression no_min bmi_late... | 0.7090 | 0.0128 | 0.7051 | 0.0030 | 0.1609 | 0.0210 | 0.1928 | 0.0070 | 0.1488 | 0.0213 | 0.1879 | 0.0072 |
20 | Boys - Gradientboost Regression no_min bmi_lat... | 0.7107 | 0.0127 | 0.7008 | 0.0045 | 0.1476 | 0.0202 | 0.1787 | 0.0104 | 0.1058 | 0.0210 | 0.1291 | 0.0110 |
21 | Boys - Lasso Regression min_5 full @24 obese | 0.7582 | 0.0097 | 0.7583 | 0.0023 | 0.2492 | 0.0146 | 0.2822 | 0.0043 | 0.2375 | 0.0147 | 0.2783 | 0.0047 |
22 | Boys - Randomforest Regression min_5 full @24 ... | 0.7401 | 0.0117 | 0.7597 | 0.0032 | 0.2314 | 0.0161 | 0.2816 | 0.0055 | 0.2224 | 0.0162 | 0.2783 | 0.0057 |
23 | Boys - Gradientboost Regression min_5 full @24... | 0.7412 | 0.0121 | 0.7462 | 0.0036 | 0.2165 | 0.0158 | 0.2585 | 0.0051 | 0.2004 | 0.0167 | 0.2465 | 0.0055 |
24 | Boys - Lasso Regression min_5 no_census @24 obese | 0.7531 | 0.0129 | 0.7607 | 0.0019 | 0.2346 | 0.0150 | 0.2805 | 0.0047 | 0.2231 | 0.0152 | 0.2767 | 0.0051 |
25 | Boys - Randomforest Regression min_5 no_census... | 0.7464 | 0.0110 | 0.7555 | 0.0025 | 0.2250 | 0.0185 | 0.2775 | 0.0048 | 0.2148 | 0.0190 | 0.2737 | 0.0051 |
26 | Boys - Gradientboost Regression min_5 no_censu... | 0.7206 | 0.0119 | 0.7420 | 0.0035 | 0.2050 | 0.0177 | 0.2476 | 0.0060 | 0.1853 | 0.0188 | 0.2372 | 0.0065 |
27 | Boys - Lasso Regression min_5 no_wt_bmi @24 obese | 0.5427 | 0.0138 | 0.5416 | 0.0087 | 0.0008 | 0.0038 | 0.0031 | 0.0029 | -0.0136 | 0.0052 | -0.0028 | 0.0033 |
28 | Boys - Randomforest Regression min_5 no_wt_bmi... | 0.5785 | 0.0122 | 0.5862 | 0.0072 | -0.0090 | 0.0128 | 0.0044 | 0.0057 | -0.0205 | 0.0133 | -0.0001 | 0.0059 |
29 | Boys - Gradientboost Regression min_5 no_wt_bm... | 0.5540 | 0.0139 | 0.5678 | 0.0073 | -0.0249 | 0.0123 | -0.0166 | 0.0067 | -0.0526 | 0.0133 | -0.0376 | 0.0067 |
30 | Boys - Lasso Regression lasso_fts full @24 obese | 0.7452 | 0.0108 | 0.7601 | 0.0021 | 0.2497 | 0.0148 | 0.2946 | 0.0035 | 0.2392 | 0.0155 | 0.2915 | 0.0037 |
31 | Boys - Randomforest Regression lasso_fts full ... | 0.7394 | 0.0122 | 0.7513 | 0.0026 | 0.2311 | 0.0189 | 0.2806 | 0.0045 | 0.2149 | 0.0204 | 0.2775 | 0.0046 |
32 | Boys - Gradientboost Regression lasso_fts full... | 0.7266 | 0.0114 | 0.7435 | 0.0032 | 0.2114 | 0.0209 | 0.2616 | 0.0058 | 0.1899 | 0.0221 | 0.2457 | 0.0059 |
33 | Boys - Lasso Regression lasso_fts no_census @2... | 0.7541 | 0.0105 | 0.7605 | 0.0023 | 0.2541 | 0.0163 | 0.2935 | 0.0049 | 0.2425 | 0.0173 | 0.2893 | 0.0049 |
34 | Boys - Randomforest Regression lasso_fts no_ce... | 0.7387 | 0.0113 | 0.7499 | 0.0028 | 0.2155 | 0.0176 | 0.2846 | 0.0045 | 0.2053 | 0.0185 | 0.2808 | 0.0047 |
35 | Boys - Gradientboost Regression lasso_fts no_c... | 0.7300 | 0.0112 | 0.7438 | 0.0036 | 0.2039 | 0.0174 | 0.2629 | 0.0061 | 0.1803 | 0.0177 | 0.2412 | 0.0072 |
36 | Boys - Lasso Regression lasso_fts no_wt_bmi @2... | 0.5369 | 0.0126 | 0.5344 | 0.0088 | -0.0004 | 0.0071 | 0.0032 | 0.0022 | -0.0161 | 0.0079 | -0.0019 | 0.0025 |
37 | Boys - Randomforest Regression lasso_fts no_wt... | 0.5780 | 0.0127 | 0.5830 | 0.0062 | -0.0177 | 0.0143 | -0.0011 | 0.0075 | -0.0308 | 0.0152 | -0.0059 | 0.0079 |
38 | Boys - Gradientboost Regression lasso_fts no_w... | 0.5634 | 0.0147 | 0.5697 | 0.0064 | -0.0234 | 0.0122 | -0.0212 | 0.0074 | -0.0419 | 0.0123 | -0.0440 | 0.0071 |
39 | Girls - Lasso Regression no_min full @24 obese | 0.7742 | 0.0122 | 0.8078 | 0.0025 | 0.2637 | 0.0157 | 0.3154 | 0.0074 | 0.2530 | 0.0165 | 0.3100 | 0.0079 |
40 | Girls - Randomforest Regression no_min full @2... | 0.7696 | 0.0145 | 0.7974 | 0.0029 | 0.2655 | 0.0205 | 0.3196 | 0.0058 | 0.2551 | 0.0214 | 0.3150 | 0.0062 |
41 | Girls - Gradientboost Regression no_min full @... | 0.7494 | 0.0150 | 0.7864 | 0.0034 | 0.2343 | 0.0166 | 0.2858 | 0.0061 | 0.2202 | 0.0174 | 0.2698 | 0.0073 |
42 | Girls - Lasso Regression no_min no_census @24 ... | 0.7661 | 0.0130 | 0.8048 | 0.0021 | 0.2688 | 0.0145 | 0.3204 | 0.0062 | 0.2587 | 0.0145 | 0.3155 | 0.0065 |
43 | Girls - Randomforest Regression no_min no_cens... | 0.7649 | 0.0129 | 0.7957 | 0.0027 | 0.2490 | 0.0227 | 0.3176 | 0.0060 | 0.2374 | 0.0233 | 0.3135 | 0.0062 |
44 | Girls - Gradientboost Regression no_min no_cen... | 0.7511 | 0.0131 | 0.7831 | 0.0038 | 0.2206 | 0.0186 | 0.2847 | 0.0071 | 0.2036 | 0.0192 | 0.2688 | 0.0081 |
45 | Girls - Lasso Regression no_min no_wt_bmi @24 ... | 0.5307 | 0.0169 | 0.5565 | 0.0090 | -0.0019 | 0.0053 | 0.0132 | 0.0033 | -0.0229 | 0.0108 | 0.0064 | 0.0037 |
46 | Girls - Randomforest Regression no_min no_wt_b... | 0.5794 | 0.0179 | 0.5751 | 0.0056 | -0.0134 | 0.0126 | 0.0227 | 0.0047 | -0.0305 | 0.0147 | 0.0177 | 0.0051 |
47 | Girls - Gradientboost Regression no_min no_wt_... | 0.5730 | 0.0182 | 0.5528 | 0.0073 | -0.0191 | 0.0125 | -0.0023 | 0.0049 | -0.0432 | 0.0139 | -0.0295 | 0.0064 |
48 | Girls - Lasso Regression no_min wfl_19_24 @24 ... | 0.7400 | 0.0128 | 0.7630 | 0.0000 | 0.2342 | 0.0163 | 0.2871 | 0.0020 | 0.2228 | 0.0172 | 0.2834 | 0.0026 |
49 | Girls - Randomforest Regression no_min wfl_19_... | 0.7276 | 0.0140 | 0.7391 | 0.0033 | 0.1641 | 0.0223 | 0.2271 | 0.0057 | 0.1486 | 0.0238 | 0.2223 | 0.0060 |
50 | Girls - Gradientboost Regression no_min wfl_19... | 0.7143 | 0.0146 | 0.7260 | 0.0047 | 0.1555 | 0.0246 | 0.1809 | 0.0102 | 0.1207 | 0.0250 | 0.1421 | 0.0101 |
51 | Girls - Lasso Regression no_min wfl_latest @24... | 0.7510 | 0.0114 | 0.7832 | 0.0000 | 0.2621 | 0.0143 | 0.2529 | 0.0007 | 0.2529 | 0.0142 | 0.2462 | 0.0017 |
52 | Girls - Randomforest Regression no_min wfl_lat... | 0.7425 | 0.0144 | 0.7689 | 0.0032 | 0.1940 | 0.0243 | 0.2309 | 0.0051 | 0.1831 | 0.0251 | 0.2259 | 0.0054 |
53 | Girls - Gradientboost Regression no_min wfl_la... | 0.7075 | 0.0140 | 0.7410 | 0.0060 | 0.1118 | 0.0339 | 0.1678 | 0.0151 | 0.0805 | 0.0349 | 0.1275 | 0.0161 |
54 | Girls - Lasso Regression no_min bmi_19_24 @24 ... | 0.7563 | 0.0137 | 0.7724 | 0.0000 | 0.2597 | 0.0191 | 0.3200 | 0.0032 | 0.2517 | 0.0196 | 0.3175 | 0.0033 |
55 | Girls - Randomforest Regression no_min bmi_19_... | 0.7333 | 0.0132 | 0.7564 | 0.0032 | 0.2018 | 0.0225 | 0.2641 | 0.0062 | 0.1911 | 0.0230 | 0.2608 | 0.0065 |
56 | Girls - Gradientboost Regression no_min bmi_19... | 0.7139 | 0.0142 | 0.7351 | 0.0051 | 0.1734 | 0.0223 | 0.2169 | 0.0117 | 0.1358 | 0.0221 | 0.1864 | 0.0131 |
57 | Girls - Lasso Regression no_min bmi_latest @24... | 0.7481 | 0.0147 | 0.7952 | 0.0000 | 0.2469 | 0.0249 | 0.2916 | 0.0016 | 0.2344 | 0.0253 | 0.2874 | 0.0024 |
58 | Girls - Randomforest Regression no_min bmi_lat... | 0.7298 | 0.0127 | 0.7639 | 0.0037 | 0.1953 | 0.0221 | 0.2437 | 0.0051 | 0.1842 | 0.0225 | 0.2391 | 0.0053 |
59 | Girls - Gradientboost Regression no_min bmi_la... | 0.7092 | 0.0136 | 0.7425 | 0.0061 | 0.1554 | 0.0215 | 0.1796 | 0.0166 | 0.1211 | 0.0221 | 0.1394 | 0.0183 |
60 | Girls - Lasso Regression min_5 full @24 obese | 0.7701 | 0.0132 | 0.8035 | 0.0029 | 0.2662 | 0.0139 | 0.3149 | 0.0068 | 0.2558 | 0.0145 | 0.3092 | 0.0073 |
61 | Girls - Randomforest Regression min_5 full @24... | 0.7663 | 0.0115 | 0.7995 | 0.0028 | 0.2667 | 0.0175 | 0.3243 | 0.0063 | 0.2576 | 0.0179 | 0.3201 | 0.0066 |
62 | Girls - Gradientboost Regression min_5 full @2... | 0.7570 | 0.0141 | 0.7862 | 0.0032 | 0.2289 | 0.0162 | 0.2824 | 0.0070 | 0.2114 | 0.0163 | 0.2656 | 0.0079 |
63 | Girls - Lasso Regression min_5 no_census @24 o... | 0.7716 | 0.0114 | 0.8036 | 0.0026 | 0.2702 | 0.0153 | 0.3099 | 0.0085 | 0.2560 | 0.0157 | 0.3049 | 0.0091 |
64 | Girls - Randomforest Regression min_5 no_censu... | 0.7675 | 0.0132 | 0.7933 | 0.0028 | 0.2512 | 0.0193 | 0.3140 | 0.0061 | 0.2369 | 0.0195 | 0.3093 | 0.0062 |
65 | Girls - Gradientboost Regression min_5 no_cens... | 0.7621 | 0.0131 | 0.7864 | 0.0032 | 0.2488 | 0.0170 | 0.2910 | 0.0063 | 0.2353 | 0.0170 | 0.2765 | 0.0072 |
66 | Girls - Lasso Regression min_5 no_wt_bmi @24 o... | 0.5427 | 0.0160 | 0.5633 | 0.0080 | 0.0042 | 0.0046 | 0.0140 | 0.0028 | -0.0097 | 0.0068 | 0.0084 | 0.0030 |
67 | Girls - Randomforest Regression min_5 no_wt_bm... | 0.5883 | 0.0159 | 0.5686 | 0.0055 | 0.0024 | 0.0139 | 0.0232 | 0.0046 | -0.0145 | 0.0172 | 0.0180 | 0.0047 |
68 | Girls - Gradientboost Regression min_5 no_wt_b... | 0.5680 | 0.0171 | 0.5552 | 0.0072 | -0.0226 | 0.0142 | -0.0016 | 0.0055 | -0.0439 | 0.0148 | -0.0287 | 0.0061 |
69 | Girls - Lasso Regression lasso_fts full @24 obese | 0.7708 | 0.0120 | 0.8169 | 0.0024 | 0.2698 | 0.0175 | 0.3484 | 0.0059 | 0.2583 | 0.0180 | 0.3427 | 0.0063 |
70 | Girls - Randomforest Regression lasso_fts full... | 0.7736 | 0.0109 | 0.8032 | 0.0026 | 0.2715 | 0.0167 | 0.3385 | 0.0058 | 0.2563 | 0.0184 | 0.3345 | 0.0060 |
71 | Girls - Gradientboost Regression lasso_fts ful... | 0.7551 | 0.0137 | 0.8029 | 0.0033 | 0.2411 | 0.0242 | 0.3252 | 0.0075 | 0.2254 | 0.0246 | 0.3103 | 0.0084 |
72 | Girls - Lasso Regression lasso_fts no_census @... | 0.7722 | 0.0126 | 0.8117 | 0.0022 | 0.2780 | 0.0191 | 0.3362 | 0.0054 | 0.2665 | 0.0195 | 0.3317 | 0.0056 |
73 | Girls - Randomforest Regression lasso_fts no_c... | 0.7624 | 0.0155 | 0.8041 | 0.0028 | 0.2377 | 0.0223 | 0.3315 | 0.0048 | 0.2282 | 0.0226 | 0.3277 | 0.0052 |
74 | Girls - Gradientboost Regression lasso_fts no_... | 0.7582 | 0.0132 | 0.8017 | 0.0031 | 0.2448 | 0.0184 | 0.3128 | 0.0063 | 0.2284 | 0.0188 | 0.2968 | 0.0071 |
75 | Girls - Lasso Regression lasso_fts no_wt_bmi @... | 0.5816 | 0.0172 | 0.5932 | 0.0068 | -0.0006 | 0.0124 | 0.0283 | 0.0034 | -0.0151 | 0.0128 | 0.0209 | 0.0036 |
76 | Girls - Randomforest Regression lasso_fts no_w... | 0.6029 | 0.0136 | 0.6036 | 0.0053 | -0.0070 | 0.0136 | 0.0391 | 0.0045 | -0.0192 | 0.0149 | 0.0338 | 0.0049 |
77 | Girls - Gradientboost Regression lasso_fts no_... | 0.5766 | 0.0174 | 0.5932 | 0.0069 | -0.0240 | 0.0149 | 0.0145 | 0.0068 | -0.0548 | 0.0155 | -0.0195 | 0.0071 |
df[df.title.str.contains('Girls')].sort_values(by='AUC Test Mean', ascending=False)
title | AUC Validation Mean | AUC Validation Mean STE | AUC Test Mean | AUC Test Mean STE | R^2 Validation Mean | R^2 Validation Mean STE | R^2 Test Mean | R^2 Test Mean STE | Explained Variance Validation Mean | Explained Variance Validation Mean STE | Explained Variance Test Mean | Explained Variance Test Mean STE | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
69 | Girls - Lasso Regression lasso_fts full @24 obese | 0.7708 | 0.0120 | 0.8169 | 0.0024 | 0.2698 | 0.0175 | 0.3484 | 0.0059 | 0.2583 | 0.0180 | 0.3427 | 0.0063 |
72 | Girls - Lasso Regression lasso_fts no_census @... | 0.7722 | 0.0126 | 0.8117 | 0.0022 | 0.2780 | 0.0191 | 0.3362 | 0.0054 | 0.2665 | 0.0195 | 0.3317 | 0.0056 |
39 | Girls - Lasso Regression no_min full @24 obese | 0.7742 | 0.0122 | 0.8078 | 0.0025 | 0.2637 | 0.0157 | 0.3154 | 0.0074 | 0.2530 | 0.0165 | 0.3100 | 0.0079 |
42 | Girls - Lasso Regression no_min no_census @24 ... | 0.7661 | 0.0130 | 0.8048 | 0.0021 | 0.2688 | 0.0145 | 0.3204 | 0.0062 | 0.2587 | 0.0145 | 0.3155 | 0.0065 |
73 | Girls - Randomforest Regression lasso_fts no_c... | 0.7624 | 0.0155 | 0.8041 | 0.0028 | 0.2377 | 0.0223 | 0.3315 | 0.0048 | 0.2282 | 0.0226 | 0.3277 | 0.0052 |
63 | Girls - Lasso Regression min_5 no_census @24 o... | 0.7716 | 0.0114 | 0.8036 | 0.0026 | 0.2702 | 0.0153 | 0.3099 | 0.0085 | 0.2560 | 0.0157 | 0.3049 | 0.0091 |
60 | Girls - Lasso Regression min_5 full @24 obese | 0.7701 | 0.0132 | 0.8035 | 0.0029 | 0.2662 | 0.0139 | 0.3149 | 0.0068 | 0.2558 | 0.0145 | 0.3092 | 0.0073 |
70 | Girls - Randomforest Regression lasso_fts full... | 0.7736 | 0.0109 | 0.8032 | 0.0026 | 0.2715 | 0.0167 | 0.3385 | 0.0058 | 0.2563 | 0.0184 | 0.3345 | 0.0060 |
71 | Girls - Gradientboost Regression lasso_fts ful... | 0.7551 | 0.0137 | 0.8029 | 0.0033 | 0.2411 | 0.0242 | 0.3252 | 0.0075 | 0.2254 | 0.0246 | 0.3103 | 0.0084 |
74 | Girls - Gradientboost Regression lasso_fts no_... | 0.7582 | 0.0132 | 0.8017 | 0.0031 | 0.2448 | 0.0184 | 0.3128 | 0.0063 | 0.2284 | 0.0188 | 0.2968 | 0.0071 |
61 | Girls - Randomforest Regression min_5 full @24... | 0.7663 | 0.0115 | 0.7995 | 0.0028 | 0.2667 | 0.0175 | 0.3243 | 0.0063 | 0.2576 | 0.0179 | 0.3201 | 0.0066 |
40 | Girls - Randomforest Regression no_min full @2... | 0.7696 | 0.0145 | 0.7974 | 0.0029 | 0.2655 | 0.0205 | 0.3196 | 0.0058 | 0.2551 | 0.0214 | 0.3150 | 0.0062 |
43 | Girls - Randomforest Regression no_min no_cens... | 0.7649 | 0.0129 | 0.7957 | 0.0027 | 0.2490 | 0.0227 | 0.3176 | 0.0060 | 0.2374 | 0.0233 | 0.3135 | 0.0062 |
57 | Girls - Lasso Regression no_min bmi_latest @24... | 0.7481 | 0.0147 | 0.7952 | 0.0000 | 0.2469 | 0.0249 | 0.2916 | 0.0016 | 0.2344 | 0.0253 | 0.2874 | 0.0024 |
64 | Girls - Randomforest Regression min_5 no_censu... | 0.7675 | 0.0132 | 0.7933 | 0.0028 | 0.2512 | 0.0193 | 0.3140 | 0.0061 | 0.2369 | 0.0195 | 0.3093 | 0.0062 |
41 | Girls - Gradientboost Regression no_min full @... | 0.7494 | 0.0150 | 0.7864 | 0.0034 | 0.2343 | 0.0166 | 0.2858 | 0.0061 | 0.2202 | 0.0174 | 0.2698 | 0.0073 |
65 | Girls - Gradientboost Regression min_5 no_cens... | 0.7621 | 0.0131 | 0.7864 | 0.0032 | 0.2488 | 0.0170 | 0.2910 | 0.0063 | 0.2353 | 0.0170 | 0.2765 | 0.0072 |
62 | Girls - Gradientboost Regression min_5 full @2... | 0.7570 | 0.0141 | 0.7862 | 0.0032 | 0.2289 | 0.0162 | 0.2824 | 0.0070 | 0.2114 | 0.0163 | 0.2656 | 0.0079 |
51 | Girls - Lasso Regression no_min wfl_latest @24... | 0.7510 | 0.0114 | 0.7832 | 0.0000 | 0.2621 | 0.0143 | 0.2529 | 0.0007 | 0.2529 | 0.0142 | 0.2462 | 0.0017 |
44 | Girls - Gradientboost Regression no_min no_cen... | 0.7511 | 0.0131 | 0.7831 | 0.0038 | 0.2206 | 0.0186 | 0.2847 | 0.0071 | 0.2036 | 0.0192 | 0.2688 | 0.0081 |
54 | Girls - Lasso Regression no_min bmi_19_24 @24 ... | 0.7563 | 0.0137 | 0.7724 | 0.0000 | 0.2597 | 0.0191 | 0.3200 | 0.0032 | 0.2517 | 0.0196 | 0.3175 | 0.0033 |
52 | Girls - Randomforest Regression no_min wfl_lat... | 0.7425 | 0.0144 | 0.7689 | 0.0032 | 0.1940 | 0.0243 | 0.2309 | 0.0051 | 0.1831 | 0.0251 | 0.2259 | 0.0054 |
58 | Girls - Randomforest Regression no_min bmi_lat... | 0.7298 | 0.0127 | 0.7639 | 0.0037 | 0.1953 | 0.0221 | 0.2437 | 0.0051 | 0.1842 | 0.0225 | 0.2391 | 0.0053 |
48 | Girls - Lasso Regression no_min wfl_19_24 @24 ... | 0.7400 | 0.0128 | 0.7630 | 0.0000 | 0.2342 | 0.0163 | 0.2871 | 0.0020 | 0.2228 | 0.0172 | 0.2834 | 0.0026 |
55 | Girls - Randomforest Regression no_min bmi_19_... | 0.7333 | 0.0132 | 0.7564 | 0.0032 | 0.2018 | 0.0225 | 0.2641 | 0.0062 | 0.1911 | 0.0230 | 0.2608 | 0.0065 |
59 | Girls - Gradientboost Regression no_min bmi_la... | 0.7092 | 0.0136 | 0.7425 | 0.0061 | 0.1554 | 0.0215 | 0.1796 | 0.0166 | 0.1211 | 0.0221 | 0.1394 | 0.0183 |
53 | Girls - Gradientboost Regression no_min wfl_la... | 0.7075 | 0.0140 | 0.7410 | 0.0060 | 0.1118 | 0.0339 | 0.1678 | 0.0151 | 0.0805 | 0.0349 | 0.1275 | 0.0161 |
49 | Girls - Randomforest Regression no_min wfl_19_... | 0.7276 | 0.0140 | 0.7391 | 0.0033 | 0.1641 | 0.0223 | 0.2271 | 0.0057 | 0.1486 | 0.0238 | 0.2223 | 0.0060 |
56 | Girls - Gradientboost Regression no_min bmi_19... | 0.7139 | 0.0142 | 0.7351 | 0.0051 | 0.1734 | 0.0223 | 0.2169 | 0.0117 | 0.1358 | 0.0221 | 0.1864 | 0.0131 |
50 | Girls - Gradientboost Regression no_min wfl_19... | 0.7143 | 0.0146 | 0.7260 | 0.0047 | 0.1555 | 0.0246 | 0.1809 | 0.0102 | 0.1207 | 0.0250 | 0.1421 | 0.0101 |
76 | Girls - Randomforest Regression lasso_fts no_w... | 0.6029 | 0.0136 | 0.6036 | 0.0053 | -0.0070 | 0.0136 | 0.0391 | 0.0045 | -0.0192 | 0.0149 | 0.0338 | 0.0049 |
77 | Girls - Gradientboost Regression lasso_fts no_... | 0.5766 | 0.0174 | 0.5932 | 0.0069 | -0.0240 | 0.0149 | 0.0145 | 0.0068 | -0.0548 | 0.0155 | -0.0195 | 0.0071 |
75 | Girls - Lasso Regression lasso_fts no_wt_bmi @... | 0.5816 | 0.0172 | 0.5932 | 0.0068 | -0.0006 | 0.0124 | 0.0283 | 0.0034 | -0.0151 | 0.0128 | 0.0209 | 0.0036 |
46 | Girls - Randomforest Regression no_min no_wt_b... | 0.5794 | 0.0179 | 0.5751 | 0.0056 | -0.0134 | 0.0126 | 0.0227 | 0.0047 | -0.0305 | 0.0147 | 0.0177 | 0.0051 |
67 | Girls - Randomforest Regression min_5 no_wt_bm... | 0.5883 | 0.0159 | 0.5686 | 0.0055 | 0.0024 | 0.0139 | 0.0232 | 0.0046 | -0.0145 | 0.0172 | 0.0180 | 0.0047 |
66 | Girls - Lasso Regression min_5 no_wt_bmi @24 o... | 0.5427 | 0.0160 | 0.5633 | 0.0080 | 0.0042 | 0.0046 | 0.0140 | 0.0028 | -0.0097 | 0.0068 | 0.0084 | 0.0030 |
45 | Girls - Lasso Regression no_min no_wt_bmi @24 ... | 0.5307 | 0.0169 | 0.5565 | 0.0090 | -0.0019 | 0.0053 | 0.0132 | 0.0033 | -0.0229 | 0.0108 | 0.0064 | 0.0037 |
68 | Girls - Gradientboost Regression min_5 no_wt_b... | 0.5680 | 0.0171 | 0.5552 | 0.0072 | -0.0226 | 0.0142 | -0.0016 | 0.0055 | -0.0439 | 0.0148 | -0.0287 | 0.0061 |
47 | Girls - Gradientboost Regression no_min no_wt_... | 0.5730 | 0.0182 | 0.5528 | 0.0073 | -0.0191 | 0.0125 | -0.0023 | 0.0049 | -0.0432 | 0.0139 | -0.0295 | 0.0064 |
df[df.title.str.contains('Boys')].sort_values(by='AUC Test Mean', ascending=False)
title | AUC Validation Mean | AUC Validation Mean STE | AUC Test Mean | AUC Test Mean STE | R^2 Validation Mean | R^2 Validation Mean STE | R^2 Test Mean | R^2 Test Mean STE | Explained Variance Validation Mean | Explained Variance Validation Mean STE | Explained Variance Test Mean | Explained Variance Test Mean STE | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
9 | Boys - Lasso Regression no_min wfl_19_24 @24 o... | 0.7527 | 0.0102 | 0.7737 | 0.0000 | 0.2440 | 0.0140 | 0.2885 | 0.0014 | 0.2338 | 0.0147 | 0.2855 | 0.0017 |
15 | Boys - Lasso Regression no_min bmi_19_24 @24 o... | 0.7355 | 0.0124 | 0.7620 | 0.0000 | 0.2434 | 0.0179 | 0.2778 | 0.0008 | 0.2314 | 0.0181 | 0.2740 | 0.0011 |
3 | Boys - Lasso Regression no_min no_census @24 o... | 0.7622 | 0.0088 | 0.7613 | 0.0017 | 0.2455 | 0.0130 | 0.2847 | 0.0040 | 0.2353 | 0.0135 | 0.2813 | 0.0038 |
10 | Boys - Randomforest Regression no_min wfl_19_2... | 0.7316 | 0.0115 | 0.7609 | 0.0024 | 0.1736 | 0.0218 | 0.2614 | 0.0046 | 0.1614 | 0.0233 | 0.2579 | 0.0048 |
24 | Boys - Lasso Regression min_5 no_census @24 obese | 0.7531 | 0.0129 | 0.7607 | 0.0019 | 0.2346 | 0.0150 | 0.2805 | 0.0047 | 0.2231 | 0.0152 | 0.2767 | 0.0051 |
12 | Boys - Lasso Regression no_min wfl_latest @24 ... | 0.7301 | 0.0116 | 0.7607 | 0.0000 | 0.1925 | 0.0153 | 0.2674 | 0.0019 | 0.1818 | 0.0151 | 0.2644 | 0.0022 |
33 | Boys - Lasso Regression lasso_fts no_census @2... | 0.7541 | 0.0105 | 0.7605 | 0.0023 | 0.2541 | 0.0163 | 0.2935 | 0.0049 | 0.2425 | 0.0173 | 0.2893 | 0.0049 |
30 | Boys - Lasso Regression lasso_fts full @24 obese | 0.7452 | 0.0108 | 0.7601 | 0.0021 | 0.2497 | 0.0148 | 0.2946 | 0.0035 | 0.2392 | 0.0155 | 0.2915 | 0.0037 |
22 | Boys - Randomforest Regression min_5 full @24 ... | 0.7401 | 0.0117 | 0.7597 | 0.0032 | 0.2314 | 0.0161 | 0.2816 | 0.0055 | 0.2224 | 0.0162 | 0.2783 | 0.0057 |
0 | Boys - Lasso Regression no_min full @24 obese | 0.7519 | 0.0113 | 0.7591 | 0.0018 | 0.2532 | 0.0145 | 0.2850 | 0.0033 | 0.2387 | 0.0153 | 0.2816 | 0.0034 |
1 | Boys - Randomforest Regression no_min full @24... | 0.7463 | 0.0115 | 0.7588 | 0.0028 | 0.2380 | 0.0158 | 0.2854 | 0.0045 | 0.2263 | 0.0167 | 0.2826 | 0.0046 |
21 | Boys - Lasso Regression min_5 full @24 obese | 0.7582 | 0.0097 | 0.7583 | 0.0023 | 0.2492 | 0.0146 | 0.2822 | 0.0043 | 0.2375 | 0.0147 | 0.2783 | 0.0047 |
4 | Boys - Randomforest Regression no_min no_censu... | 0.7360 | 0.0134 | 0.7568 | 0.0029 | 0.2185 | 0.0214 | 0.2764 | 0.0049 | 0.2061 | 0.0221 | 0.2727 | 0.0051 |
25 | Boys - Randomforest Regression min_5 no_census... | 0.7464 | 0.0110 | 0.7555 | 0.0025 | 0.2250 | 0.0185 | 0.2775 | 0.0048 | 0.2148 | 0.0190 | 0.2737 | 0.0051 |
31 | Boys - Randomforest Regression lasso_fts full ... | 0.7394 | 0.0122 | 0.7513 | 0.0026 | 0.2311 | 0.0189 | 0.2806 | 0.0045 | 0.2149 | 0.0204 | 0.2775 | 0.0046 |
34 | Boys - Randomforest Regression lasso_fts no_ce... | 0.7387 | 0.0113 | 0.7499 | 0.0028 | 0.2155 | 0.0176 | 0.2846 | 0.0045 | 0.2053 | 0.0185 | 0.2808 | 0.0047 |
23 | Boys - Gradientboost Regression min_5 full @24... | 0.7412 | 0.0121 | 0.7462 | 0.0036 | 0.2165 | 0.0158 | 0.2585 | 0.0051 | 0.2004 | 0.0167 | 0.2465 | 0.0055 |
16 | Boys - Randomforest Regression no_min bmi_19_2... | 0.7169 | 0.0129 | 0.7455 | 0.0028 | 0.1838 | 0.0210 | 0.2384 | 0.0051 | 0.1693 | 0.0224 | 0.2347 | 0.0054 |
35 | Boys - Gradientboost Regression lasso_fts no_c... | 0.7300 | 0.0112 | 0.7438 | 0.0036 | 0.2039 | 0.0174 | 0.2629 | 0.0061 | 0.1803 | 0.0177 | 0.2412 | 0.0072 |
32 | Boys - Gradientboost Regression lasso_fts full... | 0.7266 | 0.0114 | 0.7435 | 0.0032 | 0.2114 | 0.0209 | 0.2616 | 0.0058 | 0.1899 | 0.0221 | 0.2457 | 0.0059 |
2 | Boys - Gradientboost Regression no_min full @2... | 0.7331 | 0.0113 | 0.7435 | 0.0039 | 0.2121 | 0.0167 | 0.2513 | 0.0052 | 0.1950 | 0.0171 | 0.2401 | 0.0055 |
26 | Boys - Gradientboost Regression min_5 no_censu... | 0.7206 | 0.0119 | 0.7420 | 0.0035 | 0.2050 | 0.0177 | 0.2476 | 0.0060 | 0.1853 | 0.0188 | 0.2372 | 0.0065 |
5 | Boys - Gradientboost Regression no_min no_cens... | 0.7295 | 0.0126 | 0.7412 | 0.0037 | 0.2092 | 0.0169 | 0.2503 | 0.0064 | 0.1894 | 0.0167 | 0.2382 | 0.0069 |
11 | Boys - Gradientboost Regression no_min wfl_19_... | 0.7194 | 0.0115 | 0.7363 | 0.0039 | 0.1473 | 0.0209 | 0.2091 | 0.0079 | 0.1083 | 0.0216 | 0.1757 | 0.0098 |
17 | Boys - Gradientboost Regression no_min bmi_19_... | 0.7105 | 0.0128 | 0.7359 | 0.0042 | 0.1510 | 0.0216 | 0.1834 | 0.0101 | 0.1097 | 0.0220 | 0.1469 | 0.0096 |
18 | Boys - Lasso Regression no_min bmi_latest @24 ... | 0.7407 | 0.0111 | 0.7311 | 0.0000 | 0.2127 | 0.0177 | 0.2390 | 0.0007 | 0.1977 | 0.0195 | 0.2343 | 0.0014 |
13 | Boys - Randomforest Regression no_min wfl_late... | 0.7242 | 0.0127 | 0.7260 | 0.0028 | 0.1633 | 0.0180 | 0.2085 | 0.0065 | 0.1503 | 0.0188 | 0.2055 | 0.0064 |
14 | Boys - Gradientboost Regression no_min wfl_lat... | 0.7116 | 0.0133 | 0.7175 | 0.0043 | 0.1305 | 0.0210 | 0.1760 | 0.0102 | 0.0838 | 0.0226 | 0.1343 | 0.0106 |
19 | Boys - Randomforest Regression no_min bmi_late... | 0.7090 | 0.0128 | 0.7051 | 0.0030 | 0.1609 | 0.0210 | 0.1928 | 0.0070 | 0.1488 | 0.0213 | 0.1879 | 0.0072 |
20 | Boys - Gradientboost Regression no_min bmi_lat... | 0.7107 | 0.0127 | 0.7008 | 0.0045 | 0.1476 | 0.0202 | 0.1787 | 0.0104 | 0.1058 | 0.0210 | 0.1291 | 0.0110 |
7 | Boys - Randomforest Regression no_min no_wt_bm... | 0.5697 | 0.0133 | 0.5879 | 0.0071 | -0.0063 | 0.0124 | 0.0030 | 0.0068 | -0.0216 | 0.0142 | -0.0008 | 0.0071 |
28 | Boys - Randomforest Regression min_5 no_wt_bmi... | 0.5785 | 0.0122 | 0.5862 | 0.0072 | -0.0090 | 0.0128 | 0.0044 | 0.0057 | -0.0205 | 0.0133 | -0.0001 | 0.0059 |
37 | Boys - Randomforest Regression lasso_fts no_wt... | 0.5780 | 0.0127 | 0.5830 | 0.0062 | -0.0177 | 0.0143 | -0.0011 | 0.0075 | -0.0308 | 0.0152 | -0.0059 | 0.0079 |
38 | Boys - Gradientboost Regression lasso_fts no_w... | 0.5634 | 0.0147 | 0.5697 | 0.0064 | -0.0234 | 0.0122 | -0.0212 | 0.0074 | -0.0419 | 0.0123 | -0.0440 | 0.0071 |
29 | Boys - Gradientboost Regression min_5 no_wt_bm... | 0.5540 | 0.0139 | 0.5678 | 0.0073 | -0.0249 | 0.0123 | -0.0166 | 0.0067 | -0.0526 | 0.0133 | -0.0376 | 0.0067 |
8 | Boys - Gradientboost Regression no_min no_wt_b... | 0.5402 | 0.0122 | 0.5678 | 0.0075 | -0.0370 | 0.0114 | -0.0166 | 0.0065 | -0.0615 | 0.0123 | -0.0369 | 0.0072 |
27 | Boys - Lasso Regression min_5 no_wt_bmi @24 obese | 0.5427 | 0.0138 | 0.5416 | 0.0087 | 0.0008 | 0.0038 | 0.0031 | 0.0029 | -0.0136 | 0.0052 | -0.0028 | 0.0033 |
6 | Boys - Lasso Regression no_min no_wt_bmi @24 o... | 0.5376 | 0.0134 | 0.5406 | 0.0082 | 0.0023 | 0.0036 | 0.0042 | 0.0026 | -0.0127 | 0.0056 | -0.0003 | 0.0028 |
36 | Boys - Lasso Regression lasso_fts no_wt_bmi @2... | 0.5369 | 0.0126 | 0.5344 | 0.0088 | -0.0004 | 0.0071 | 0.0032 | 0.0022 | -0.0161 | 0.0079 | -0.0019 | 0.0025 |
fig = plt.figure(figsize=(16,24))
filters = [(g,f) for f in ['no_min','min_5','lasso_fts'] for g in ['Boys','Girls']]
style = {'Lasso':'-', 'Randomforest':'--', 'Gradientboost':':'}
for i, f in enumerate(filters):
ax = plt.subplot(321+i)
for ix, t in enumerate(title_list):
if all(ff in t for ff in f) and all(ff not in t for ff in ('bmi_','wfl')) and 'Regression' in t:
ls = t.split(' - ')[1].split(' ')[0]
plt.plot(1 - results_list[ix][:,7], results_list[ix][:,6], linestyle=style[ls], label=t[:-9]+' AUC val: {0:4.3f}, AUC test: {1:4.3f}'.format(auc_list[ix][0], auc_list[ix][2]))
plt.xlim((0,1))
plt.ylim((0,1))
lims = [np.min([plt.xlim(), plt.ylim()]), np.max([plt.xlim(), plt.ylim()])]
plt.plot(lims, lims, 'k-', alpha=0.6, zorder=0, label='Random Decision')
plt.legend(fontsize=10)
plt.title(f[0]+' '+f[1]+' ROC Curve', fontsize=18)
if i%2 == 0:
plt.ylabel('Sensitivity (TPR)', fontsize=16)
if i in range(len(filters)-2,len(filters)):
plt.xlabel('1 - Specificity (FPR)', fontsize=16)
plt.grid(True)
plt.tight_layout()
fig.savefig(temp_dir+'/all_final_multi_feature_regression_AUC_ROC_comparison.png', bbox_inches='tight', dpi=360)
plt.show()
fig = plt.figure(figsize=(16,16))
filters = [(g,f) for f in ['bmi_','wfl'] for g in ['Boys','Girls']]
style = {'Lasso':'-', 'Randomforest':'--', 'Gradientboost':':'}
for i, f in enumerate(filters):
ax = plt.subplot(221+i)
for ix, t in enumerate(title_list):
if all(ff in t for ff in f) and 'Regression' in t:
ls = t.split(' - ')[1].split(' ')[0]
plt.plot(1 - results_list[ix][:,7], results_list[ix][:,6], linestyle=style[ls], label=t[:-9]+' AUC val: {0:4.3f}, AUC test: {1:4.3f}'.format(auc_list[ix][0], auc_list[ix][2]))
plt.xlim((0,1))
plt.ylim((0,1))
lims = [np.min([plt.xlim(), plt.ylim()]), np.max([plt.xlim(), plt.ylim()])]
plt.plot(lims, lims, 'k-', alpha=0.6, zorder=0, label='Random Decision')
plt.legend(fontsize=10)
plt.title(f[0]+' '+f[1].strip('_')+' ROC Curve', fontsize=18)
if i%2 == 0:
plt.ylabel('Sensitivity (TPR)', fontsize=16)
if i in range(len(filters)-2,len(filters)):
plt.xlabel('1 - Specificity (FPR)', fontsize=16)
plt.grid(True)
plt.tight_layout()
fig.savefig(temp_dir+'/all_final_single_feature_regression_AUC_ROC_comparison.png', bbox_inches='tight', dpi=360)
plt.show()
fig = plt.figure(figsize=(16,24))
filters = [(g,f) for f in ['no_min','min_5','lasso_fts'] for g in ['Boys','Girls']]
style = {'Lasso':'-', 'Randomforest':'--', 'Gradientboost':':'}
for i, f in enumerate(filters):
ax = plt.subplot(321+i)
for ix, t in enumerate(title_list):
if all(ff in t for ff in f) and all(ff not in t for ff in ('bmi_','wfl')) and 'Regression' in t:
ls = t.split(' - ')[1].split(' ')[0]
rec = results_list[ix][:,6]
ppv = results_list[ix][:,5]
index = 1 + np.max(list(set([ix for ix,x in enumerate(rec) if x == 0]) & set([ix for ix,x in enumerate(ppv) if x == 0])))
plt.plot(rec[index:], ppv[index:], linestyle=style[ls], label=t[:-9]+' AUC val: {0:4.3f}, AUC test: {1:4.3f}'.format(auc_list[ix][0], auc_list[ix][2]))
plt.legend(fontsize=10)
plt.xlim((0,1))
plt.ylim((0,1))
plt.title(f[0]+' '+f[1]+' Precision Recall Curve', fontsize=18)
if i == 0:
plt.ylabel('Precision (PPV)', fontsize=14)
plt.xlabel('Recall (Sensitivity)', fontsize=14)
plt.grid(True)
plt.tight_layout()
fig.savefig(temp_dir+'/all_final_multi_feature_regression_prec_rec_comparison.png', bbox_inches='tight', dpi=360)
plt.show()
fig = plt.figure(figsize=(16,24))
filters = [(g,f) for f in ['bmi_','wfl'] for g in ['Boys','Girls']]
style = {'Lasso':'-', 'Randomforest':'--', 'Gradientboost':':'}
for i, f in enumerate(filters):
ax = plt.subplot(321+i)
for ix, t in enumerate(title_list):
if all(ff in t for ff in f) and 'Regression' in t:
ls = t.split(' - ')[1].split(' ')[0]
rec = results_list[ix][:,6]
ppv = results_list[ix][:,5]
index = 1 + np.max(list(set([ix for ix,x in enumerate(rec) if x == 0]) & set([ix for ix,x in enumerate(ppv) if x == 0])))
plt.plot(rec[index:], ppv[index:], linestyle=style[ls], label=t[:-9]+' AUC val: {0:4.3f}, AUC test: {1:4.3f}'.format(auc_list[ix][0], auc_list[ix][2]))
plt.legend(fontsize=10)
plt.xlim((0,1))
plt.ylim((0,1))
plt.title(f[0]+' '+f[1].strip('_')+' Precision Recall Curve', fontsize=18)
if i == 0:
plt.ylabel('Precision (PPV)', fontsize=14)
plt.xlabel('Recall (Sensitivity)', fontsize=14)
plt.grid(True)
plt.tight_layout()
fig.savefig(temp_dir+'/all_final_single_feature_regression_prec_rec_comparison.png', bbox_inches='tight', dpi=360)
plt.show()
fig = plt.figure(figsize=(12,12))
# top_ix format: ['gender','age','index',title, auc, auc_low, auc_high,specificity,precision,recall]
for i,g in enumerate(['boys','girls']):
plot_ix = [df[df.title.str.contains(g.title()) & ~df.title.str.contains('wfl') & ~df.title.str.contains('bmi_') & df.title.str.contains('Regression')].sort_values(by='AUC Test Mean', ascending=False).index[0],
df[df.title.str.contains(g.title()) & (df.title.str.contains('wfl_19_24')) & df.title.str.contains('Regression')].sort_values(by='AUC Test Mean', ascending=False).index[0],
df[df.title.str.contains(g.title()) & (df.title.str.contains('wfl_latest')) & df.title.str.contains('Regression')].sort_values(by='AUC Test Mean', ascending=False).index[0],
df[df.title.str.contains(g.title()) & (df.title.str.contains('bmi_19_24')) & df.title.str.contains('Regression')].sort_values(by='AUC Test Mean', ascending=False).index[0],
df[df.title.str.contains(g.title()) & (df.title.str.contains('bmi_latest')) & df.title.str.contains('Regression')].sort_values(by='AUC Test Mean', ascending=False).index[0]
]
ax = plt.subplot(221+i)
title = g.title() + ' ROC Curve'
plt.title(title, fontsize=14)
for ix in plot_ix:
w = 1.5
s = title_list[ix].split(' - ')[1]
end = s.find('@')
lab = s[:end-1] + ', AUC val: {0:0.3f}, AUC test: {1:0.3f}'.format(auc_list[ix][0], auc_list[ix][2])
plt.plot(1 - results_list[ix][:,7], results_list[ix][:,6], linewidth=w, label=lab)
plt.grid(True)
plt.xlim((0,1))
plt.ylim((0,1))
lims = [np.min([plt.xlim(), plt.ylim()]), np.max([plt.xlim(), plt.ylim()])]
plt.plot(lims, lims, 'k-', alpha=0.6, zorder=0, label='Random Decision')
plt.legend(fontsize=10)
if i == 0:
plt.ylabel('Sensitivity (TPR)', fontsize=12)
plt.xlabel('1 - Specificity (FPR)', fontsize=12)
plt.tight_layout()
fig.savefig(temp_dir+'/best_models_regression_AUC_ROC_comparison.png', bbox_inches='tight', dpi=360)
plt.show()
fig = plt.figure(figsize=(12,12))
# top_ix format: ['gender','age','index',title, auc, auc_low, auc_high,specificity,precision,recall]
for i,g in enumerate(['boys','girls']):
plot_ix = [df[df.title.str.contains(g.title()) & ~df.title.str.contains('wfl') & ~df.title.str.contains('bmi_') & df.title.str.contains('Regression')].sort_values(by='AUC Test Mean', ascending=False).index[0],
df[df.title.str.contains(g.title()) & (df.title.str.contains('wfl_19_24')) & df.title.str.contains('Regression')].sort_values(by='AUC Test Mean', ascending=False).index[0],
df[df.title.str.contains(g.title()) & (df.title.str.contains('wfl_latest')) & df.title.str.contains('Regression')].sort_values(by='AUC Test Mean', ascending=False).index[0],
df[df.title.str.contains(g.title()) & (df.title.str.contains('bmi_19_24')) & df.title.str.contains('Regression')].sort_values(by='AUC Test Mean', ascending=False).index[0],
df[df.title.str.contains(g.title()) & (df.title.str.contains('bmi_latest')) & df.title.str.contains('Regression')].sort_values(by='AUC Test Mean', ascending=False).index[0]
]
ax = plt.subplot(221+i)
title = g.title() + ' Precision Recall Curve'
plt.title(title, fontsize=14)
for ix in plot_ix:
w = 1.5
s = title_list[ix].split(' - ')[1]
end = s.find('@')
lab = s[:end-1] + ', AUC val: {0:0.3f}, AUC test: {1:0.3f}'.format(auc_list[ix][0], auc_list[ix][2])
rec = results_list[ix][:,6]
ppv = results_list[ix][:,5]
index = 1 + np.max(list(set([ix for ix,x in enumerate(rec) if x == 0]) & set([ix for ix,x in enumerate(ppv) if x == 0])))
plt.plot(rec[index:], ppv[index:], linewidth=w, label=lab)
plt.grid(True)
plt.xlim((0,1))
plt.ylim((0,1))
plt.legend(fontsize=9, loc='lower left')
if i == 0:
plt.ylabel('Precision (PPV)', fontsize=12)
plt.xlabel('Recall (TPR)', fontsize=12)
plt.tight_layout()
fig.savefig(temp_dir+'/best_models_regression_prec_rec_comparison.png', bbox_inches='tight', dpi=360)
plt.show()
for i,g in enumerate(['boys','girls']):
if g=='boys':
boys_ix=df[df.title.str.contains(g.title()) & ~df.title.str.contains('wfl') & ~df.title.str.contains('bmi_')].sort_values(by='AUC Test Mean', ascending=False).index[0]
print(g, boys_ix)
else:
girls_ix=df[df.title.str.contains(g.title()) & ~df.title.str.contains('wfl') & ~df.title.str.contains('bmi_')].sort_values(by='AUC Test Mean', ascending=False).index[0]
print(g, girls_ix)
boys 3 girls 69
boys_fts = pd.DataFrame(features_list[boys_ix], columns=feature_data_cols)
girls_fts = pd.DataFrame(features_list[girls_ix], columns=feature_data_cols)
print(title_list[boys_ix], auc_list[boys_ix][2], '(', auc_list[boys_ix][2] - auc_list[boys_ix][3], auc_list[boys_ix][2] + auc_list[boys_ix][3], ')')
boys_fts.head(20)
Boys - Lasso Regression no_min no_census @24 obese 0.761345607148 ( 0.759622935794 0.763068278501 )
feature | significant | occurrences | auc | weight/importance | wt_low | wt_high | OR | OR_low | OR_high | OR_adj | OR_adj_low | OR_adj_high | Top1CorrFeat | Top1CorrVal | Top2CorrFeat | Top2CorrVal | Top3CorrFeat | Top3CorrVal | Top4CorrFeat | Top4CorrVal | Top5CorrFeat | Top5CorrVal | Top6CorrFeat | Top6CorrVal | Top7CorrFeat | Top7CorrVal | Top8CorrFeat | Top8CorrVal | Top9CorrFeat | Top9CorrVal | Top10CorrFeat | Top10CorrVal | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | Vital: BMI-gain0to24 | True | 1391 | 0.7487 | 0.0880 | 0.0641 | 0.1119 | 4.2470 | 3.3492 | 5.3855 | 1.0920 | 1.0662 | 1.1184 | Newborn Diagnosis:9ccs191:Amnios dx | 0.1086 | Diagnosis:9ccs58:Ot nutrit dx | 0.0963 | Newborn Diagnosis:9ccs47:Ot bnign neo | 0.0941 | Diagnosis:9ccs106:Dysrhythmia | 0.0870 | Diagnosis:9ccs128:Asthma | 0.0846 | Diagnosis:9ccs235:Opn wnd head | 0.0821 | Diagnosis:9ccs95:Oth nerv dx | -0.0746 | Diagnosis:9ccs246:FUO | 0.0713 | Diagnosis:9ccs243:Poisn nonmed | 0.0706 | Diagnosis:9ccs86:Cataract | -0.0655 |
1 | Vital: BMI-latest | True | 1672 | 0.7311 | 0.0852 | 0.0663 | 0.1041 | 4.4826 | 3.4961 | 5.7474 | 1.0890 | 1.0686 | 1.1098 | Diagnosis:9ccs95:Oth nerv dx | -0.0854 | Diagnosis:9ccs128:Asthma | 0.0829 | Diagnosis:9ccs138:Esophgeal dx | -0.0707 | Diagnosis:9ccs243:Poisn nonmed | 0.0626 | Diagnosis:9ccs86:Cataract | -0.0586 | Newborn Diagnosis:9ccs166:Oth male gen | -0.0585 | Newborn Diagnosis:9ccs191:Amnios dx | 0.0564 | Diagnosis:9ccs214:GI cong anom | -0.0540 | Diagnosis:9ccs133:Oth low resp | 0.0531 | MatDeliveryAge | -0.0528 |
2 | Vital: Wt-avg19to24 | True | 1417 | 0.7489 | 0.0815 | 0.0622 | 0.1007 | 4.0670 | 3.2093 | 5.1540 | 1.0849 | 1.0642 | 1.1060 | Newborn Diagnosis:9ccs191:Amnios dx | 0.0859 | Diagnosis:9ccs128:Asthma | 0.0834 | Diagnosis:9ccs2618:E Codes: Other specified an... | 0.0832 | Diagnosis:9ccs120:Hemmorhoids | 0.0832 | Newborn Diagnosis:9ccs219:Low birth wt | -0.0788 | Newborn Diagnosis:9ccs47:Ot bnign neo | 0.0721 | Diagnosis:9ccs86:Cataract | -0.0647 | Diagnosis:9ccs136:Teeth dx | -0.0631 | Diagnosis:9ccs58:Ot nutrit dx | 0.0631 | Diagnosis:9ccs147:Anal/rectal | 0.0630 |
3 | Vital: Wt for Length ZScore-latest | True | 1665 | 0.7607 | 0.0454 | 0.0285 | 0.0623 | 4.5113 | 3.5029 | 5.8101 | 1.0464 | 1.0289 | 1.0642 | Diagnosis:9ccs128:Asthma | 0.1020 | Diagnosis:9ccs95:Oth nerv dx | -0.0830 | Number of Visits | 0.0732 | Diagnosis:9ccs86:Cataract | -0.0713 | Diagnosis:9ccs138:Esophgeal dx | -0.0707 | Diagnosis:9ccs133:Oth low resp | 0.0667 | Diagnosis:9ccs92:Otitis media | 0.0642 | Diagnosis:9ccs122:Pneumonia | 0.0609 | Newborn Diagnosis:9ccs166:Oth male gen | -0.0561 | Diagnosis:9ccs125:Bronchitis | 0.0548 |
4 | Vital: Wt-gain0to24 | True | 1411 | 0.7353 | 0.0448 | 0.0298 | 0.0599 | 3.9490 | 3.1183 | 5.0011 | 1.0458 | 1.0302 | 1.0617 | Newborn Diagnosis:9ccs191:Amnios dx | 0.0899 | Diagnosis:9ccs128:Asthma | 0.0837 | Diagnosis:9ccs2618:E Codes: Other specified an... | 0.0836 | Diagnosis:9ccs120:Hemmorhoids | 0.0836 | Newborn Diagnosis:9ccs219:Low birth wt | -0.0749 | Newborn Diagnosis:9ccs47:Ot bnign neo | 0.0724 | Diagnosis:9ccs106:Dysrhythmia | 0.0714 | Diagnosis:9ccs86:Cataract | -0.0649 | Diagnosis:9ccs136:Teeth dx | -0.0648 | Diagnosis:9ccs147:Anal/rectal | 0.0634 |
5 | Vital: BMI-avg19to24 | True | 1397 | 0.7620 | 0.0221 | 0.0085 | 0.0356 | 4.3440 | 3.4234 | 5.5121 | 1.0223 | 1.0085 | 1.0363 | Newborn Diagnosis:9ccs191:Amnios dx | 0.1054 | Diagnosis:9ccs58:Ot nutrit dx | 0.0940 | Newborn Diagnosis:9ccs47:Ot bnign neo | 0.0937 | Diagnosis:9ccs128:Asthma | 0.0838 | Diagnosis:9ccs235:Opn wnd head | 0.0818 | Diagnosis:9ccs106:Dysrhythmia | 0.0806 | Diagnosis:9ccs95:Oth nerv dx | -0.0733 | Diagnosis:9ccs243:Poisn nonmed | 0.0721 | Diagnosis:9ccs246:FUO | 0.0709 | Diagnosis:9ccs86:Cataract | -0.0655 |
6 | Vital: Wt for Len Percentile-latest | True | 1601 | 0.7511 | 0.0177 | 0.0103 | 0.0251 | 4.2551 | 3.2939 | 5.4968 | 1.0179 | 1.0104 | 1.0254 | Diagnosis:9ccs128:Asthma | 0.1017 | Diagnosis:9ccs95:Oth nerv dx | -0.0745 | Diagnosis:9ccs138:Esophgeal dx | -0.0734 | MatDeliveryAge | -0.0643 | Diagnosis:9ccs214:GI cong anom | -0.0639 | Diagnosis:9ccs133:Oth low resp | 0.0610 | Diagnosis:9ccs243:Poisn nonmed | 0.0609 | Diagnosis:9ccs122:Pneumonia | 0.0599 | Diagnosis:9ccs246:FUO | 0.0584 | Diagnosis:9ccs92:Otitis media | 0.0567 |
7 | Vital: BMI-avg16to19 | True | 1293 | 0.7232 | 0.0176 | 0.0091 | 0.0260 | 3.1889 | 2.5265 | 4.0249 | 1.0177 | 1.0092 | 1.0264 | Diagnosis:9ccs214:GI cong anom | -0.0743 | Newborn Diagnosis:9ccs191:Amnios dx | 0.0659 | Diagnosis:9ccs143:Abdom hernia | 0.0621 | Diagnosis:9ccs235:Opn wnd head | 0.0583 | Newborn Diagnosis:9ccs162:Ot dx bladdr | 0.0575 | Diagnosis:9ccs56:Cystic fibro | -0.0569 | MatDeliveryAge | -0.0568 | Diagnosis:9ccs86:Cataract | -0.0560 | Lab:294199 BILIRUBIN SCAN - LMC | -0.0536 | Diagnosis:9ccs246:FUO | 0.0534 |
8 | Vital: Wt for Len Percentile-avg16to19 | True | 1294 | 0.7350 | 0.0158 | 0.0089 | 0.0227 | 3.2235 | 2.5512 | 4.0730 | 1.0159 | 1.0089 | 1.0230 | MatDeliveryAge | -0.0885 | Diagnosis:9ccs214:GI cong anom | -0.0765 | Diagnosis:9ccs128:Asthma | 0.0590 | Diagnosis:9ccs86:Cataract | -0.0588 | Newborn Diagnosis:9ccs215:gu cong anom | 0.0560 | Diagnosis:9ccs253:Allergy | 0.0558 | Diagnosis:9ccs129:Asp pneumon | -0.0519 | Diagnosis:9ccs138:Esophgeal dx | -0.0519 | Lab:294495 LEAD, BLOOD - LMC | 0.0500 | Lab:294199 BILIRUBIN SCAN - LMC | -0.0499 |
9 | Vital: Wt for Length ZScore-avg19to24 | True | 1392 | 0.7737 | 0.0146 | 0.0062 | 0.0229 | 4.0021 | 3.1555 | 5.0758 | 1.0147 | 1.0063 | 1.0232 | Diagnosis:9ccs128:Asthma | 0.0793 | Diagnosis:9ccs86:Cataract | -0.0792 | Diagnosis:9ccs235:Opn wnd head | 0.0737 | Diagnosis:9ccs246:FUO | 0.0661 | Diagnosis:9ccs138:Esophgeal dx | -0.0646 | Diagnosis:9ccs214:GI cong anom | -0.0641 | Diagnosis:9ccs243:Poisn nonmed | 0.0639 | Diagnosis:9ccs58:Ot nutrit dx | 0.0618 | Diagnosis:9ccs95:Oth nerv dx | -0.0611 | Diagnosis:9ccs2618:E Codes: Other specified an... | 0.0542 |
10 | Vital: Wt-latest | True | 1677 | 0.7027 | 0.0145 | 0.0084 | 0.0206 | 4.0197 | 3.1266 | 5.1678 | 1.0146 | 1.0084 | 1.0209 | Number of Visits | 0.3625 | Diagnosis:9ccs126:Ot up rsp in | 0.2821 | Diagnosis:9ccs92:Otitis media | 0.2373 | Diagnosis:9ccs10:Immuniz/scrn | 0.2187 | Diagnosis:9ccs128:Asthma | 0.1486 | Diagnosis:9ccs257:Ot aftercare | 0.1374 | Diagnosis:9ccs7:Viral infect | 0.1367 | Diagnosis:9ccs125:Bronchitis | 0.1337 | Diagnosis:9ccs135:Intest infct | 0.1334 | Diagnosis:9ccs122:Pneumonia | 0.1160 |
11 | Vital: BMI-avg7to10 | True | 1342 | 0.6770 | 0.0140 | 0.0059 | 0.0221 | 2.0690 | 1.6452 | 2.6020 | 1.0141 | 1.0059 | 1.0223 | Newborn Diagnosis:9ccs191:Amnios dx | 0.1042 | Diagnosis:9ccs128:Asthma | 0.0869 | Diagnosis:9ccs72:Anxiety dx | 0.0848 | Diagnosis:9ccs125:Bronchitis | 0.0840 | Newborn Diagnosis:9ccs47:Ot bnign neo | 0.0752 | Diagnosis:9ccs95:Oth nerv dx | -0.0732 | Diagnosis:9ccs143:Abdom hernia | 0.0683 | Diagnosis:9ccs167:Breast dx | 0.0673 | MatDeliveryAge | -0.0619 | Newborn Diagnosis:9ccs223:Birth trauma | -0.0591 |
12 | Vital: Wt for Length ZScore-avg16to19 | True | 1292 | 0.7180 | 0.0106 | 0.0055 | 0.0157 | 3.1427 | 2.4904 | 3.9657 | 1.0107 | 1.0055 | 1.0158 | Diagnosis:9ccs214:GI cong anom | -0.0722 | MatDeliveryAge | -0.0714 | Diagnosis:9ccs86:Cataract | -0.0694 | Diagnosis:9ccs143:Abdom hernia | 0.0636 | Newborn Diagnosis:9ccs191:Amnios dx | 0.0625 | Newborn Diagnosis:9ccs133:Oth low resp | -0.0584 | Diagnosis:9ccs95:Oth nerv dx | -0.0557 | Diagnosis:9ccs246:FUO | 0.0556 | Diagnosis:9ccs138:Esophgeal dx | -0.0553 | Diagnosis:9ccs128:Asthma | 0.0545 |
13 | Vital: Wt for Length ZScore-avg7to10 | True | 1346 | 0.6750 | 0.0101 | 0.0031 | 0.0172 | 2.1470 | 1.7076 | 2.6996 | 1.0102 | 1.0031 | 1.0173 | Diagnosis:9ccs128:Asthma | 0.0958 | Diagnosis:9ccs95:Oth nerv dx | -0.0877 | Newborn Diagnosis:9ccs191:Amnios dx | 0.0842 | Diagnosis:9ccs125:Bronchitis | 0.0802 | MatDeliveryAge | -0.0691 | Diagnosis:9ccs143:Abdom hernia | 0.0578 | Diagnosis:9ccs138:Esophgeal dx | -0.0564 | Newborn Diagnosis:9ccs47:Ot bnign neo | 0.0549 | Diagnosis:9ccs167:Breast dx | 0.0541 | Diagnosis:9ccs129:Asp pneumon | -0.0534 |
14 | Vital: Wt for Len Percentile-gain0to24 | True | 1392 | 0.7532 | 0.0095 | 0.0043 | 0.0148 | 3.8615 | 3.0323 | 4.9174 | 1.0096 | 1.0043 | 1.0149 | Diagnosis:9ccs128:Asthma | 0.0800 | Diagnosis:9ccs243:Poisn nonmed | 0.0681 | Diagnosis:9ccs95:Oth nerv dx | -0.0657 | Diagnosis:9ccs214:GI cong anom | -0.0657 | Diagnosis:9ccs246:FUO | 0.0621 | Diagnosis:9ccs86:Cataract | -0.0615 | Diagnosis:9ccs133:Oth low resp | 0.0611 | Diagnosis:9ccs138:Esophgeal dx | -0.0600 | MatDeliveryAge | -0.0596 | Diagnosis:9ccs209:Ot acq defor | 0.0515 |
15 | Vital: Wt-avg3to5 | True | 1344 | 0.6285 | 0.0090 | 0.0036 | 0.0144 | 1.9883 | 1.5800 | 2.5020 | 1.0091 | 1.0036 | 1.0146 | Newborn Diagnosis:9ccs219:Low birth wt | -0.1875 | Diagnosis:9ccs219:Low birth wt | -0.1395 | Diagnosis:9ccs138:Esophgeal dx | -0.1049 | Newborn Diagnosis:9ccs10:Immuniz/scrn | 0.1039 | Newborn Diagnosis:9ccs253:Allergy | -0.0928 | Diagnosis:9ccs155:Other GI dx | -0.0846 | Newborn Diagnosis:9ccs221:Resp distres | -0.0823 | Newborn Diagnosis:9ccs138:Esophgeal dx | -0.0802 | Newborn Diagnosis:9ccs222:Perint jaund | -0.0746 | Newborn Diagnosis:9ccs58:Ot nutrit dx | -0.0731 |
16 | MatDeliveryAge | False | 1751 | 0.5294 | 0.0075 | 0.0038 | 0.0112 | 1.1048 | 0.8812 | 1.3850 | 1.0075 | 1.0038 | 1.0113 | MatDeliveryAge | 1.0000 | Newborn Diagnosis:9ccs259:Unclassified | 0.1316 | Number of Visits | 0.1074 | Diagnosis:9ccs239:Superfic inj | 0.0795 | Diagnosis:9ccs86:Cataract | 0.0720 | Diagnosis:9ccs70:Schizo/rl dx | 0.0682 | Diagnosis:9ccs115:Aneurysm | 0.0680 | Diagnosis:9ccs123:Influenza | 0.0619 | Diagnosis:9ccs74:Ot mentl cnd | 0.0618 | Diagnosis:9ccs90:Eye infectn | 0.0595 |
17 | Vital: Wt-avg16to19 | True | 1323 | 0.7082 | 0.0074 | 0.0024 | 0.0125 | 3.0403 | 2.4099 | 3.8357 | 1.0075 | 1.0024 | 1.0125 | Diagnosis:9ccs143:Abdom hernia | 0.0774 | Newborn Diagnosis:9ccs219:Low birth wt | -0.0743 | Diagnosis:9ccs120:Hemmorhoids | 0.0696 | Diagnosis:9ccs2618:E Codes: Other specified an... | 0.0696 | Diagnosis:9ccs147:Anal/rectal | 0.0686 | Diagnosis:9ccs208:Acq foot def | 0.0640 | Diagnosis:9ccs95:Oth nerv dx | -0.0636 | Diagnosis:9ccs86:Cataract | -0.0631 | Diagnosis:9ccs128:Asthma | 0.0602 | Diagnosis:9ccs138:Esophgeal dx | -0.0585 |
18 | Vital: Wt for Length Zscore-avg10to13 | True | 1403 | 0.6697 | 0.0060 | 0.0025 | 0.0095 | 2.4798 | 1.9697 | 3.1221 | 1.0060 | 1.0025 | 1.0095 | Diagnosis:9ccs128:Asthma | 0.0924 | Newborn Diagnosis:9ccs191:Amnios dx | 0.0892 | MatDeliveryAge | -0.0781 | Diagnosis:9ccs95:Oth nerv dx | -0.0754 | Diagnosis:9ccs138:Esophgeal dx | -0.0668 | Newborn Diagnosis:9ccs47:Ot bnign neo | 0.0642 | Diagnosis:9ccs143:Abdom hernia | 0.0640 | Diagnosis:9ccs129:Asp pneumon | -0.0592 | Diagnosis:9ccs155:Other GI dx | -0.0588 | Diagnosis:9ccs55:Fluid/elc dx | -0.0582 |
19 | Vital: Wt for Length ZScore-avg13to16 | True | 1285 | 0.6727 | 0.0058 | 0.0016 | 0.0100 | 2.2867 | 1.8177 | 2.8767 | 1.0058 | 1.0016 | 1.0101 | Diagnosis:9ccs143:Abdom hernia | 0.0813 | Diagnosis:9ccs214:GI cong anom | -0.0759 | Diagnosis:9ccs128:Asthma | 0.0690 | Lab:323825 STREP SCREEN THROAT - Sunrise | -0.0690 | Diagnosis:9ccs86:Cataract | -0.0676 | Diagnosis:9ccs136:Teeth dx | -0.0663 | Diagnosis:9ccs95:Oth nerv dx | -0.0653 | MatDeliveryAge | -0.0641 | Diagnosis:9ccs147:Anal/rectal | 0.0628 | Diagnosis:9ccs138:Esophgeal dx | -0.0618 |
print(title_list[girls_ix], auc_list[girls_ix][2], '(', auc_list[girls_ix][2] - auc_list[girls_ix][3], auc_list[girls_ix][2] + auc_list[girls_ix][3], ')')
girls_fts.head(20)
Girls - Lasso Regression lasso_fts full @24 obese 0.816852112676 ( 0.814430497946 0.819273727406 )
feature | significant | occurrences | auc | weight/importance | wt_low | wt_high | OR | OR_low | OR_high | OR_adj | OR_adj_low | OR_adj_high | Top1CorrFeat | Top1CorrVal | Top2CorrFeat | Top2CorrVal | Top3CorrFeat | Top3CorrVal | Top4CorrFeat | Top4CorrVal | Top5CorrFeat | Top5CorrVal | Top6CorrFeat | Top6CorrVal | Top7CorrFeat | Top7CorrVal | Top8CorrFeat | Top8CorrVal | Top9CorrFeat | Top9CorrVal | Top10CorrFeat | Top10CorrVal | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | Maternal Vital: Wt-postPregnancy | True | 666 | 0.5875 | 0.1331 | 0.1119 | 0.1543 | 1.8455 | 1.3364 | 2.5485 | 1.1423 | 1.1184 | 1.1668 | Maternal Vital: Wt-postPregnancy | 1.0000 | MatDeliveryAge | 0.1243 | Census:Unemployment rate; Estimate; Population... | -0.0218 | Number of Visits | -0.0036 | Census:Percent; Estimate; Population 25 years ... | 0.0012 | 0 | 0 | 0 | 0 | 0 | |||||
1 | Vital: BMI-avg16to19 | True | 1269 | 0.7923 | 0.1132 | 0.0845 | 0.1419 | 3.1309 | 2.3848 | 4.1106 | 1.1199 | 1.0882 | 1.1524 | Census:Percent; Estimate; Population 25 years ... | 0.0464 | Number of Visits | -0.0428 | Maternal Vital: Wt-postPregnancy | 0.0416 | Census:Unemployment rate; Estimate; Population... | 0.0257 | MatDeliveryAge | -0.0210 | 0 | 0 | 0 | 0 | 0 | |||||
2 | Vital: BMI-avg19to24 | True | 1354 | 0.7724 | 0.0986 | 0.0724 | 0.1249 | 4.0462 | 3.0618 | 5.3473 | 1.1037 | 1.0751 | 1.1331 | Maternal Vital: Wt-postPregnancy | 0.1044 | Census:Percent; Estimate; Population 25 years ... | 0.0451 | Census:Unemployment rate; Estimate; Population... | 0.0391 | Number of Visits | -0.0344 | MatDeliveryAge | -0.0127 | 0 | 0 | 0 | 0 | 0 | |||||
3 | Vital: BMI-avg13to16 | True | 1286 | 0.7249 | 0.0952 | 0.0726 | 0.1178 | 3.8142 | 2.8888 | 5.0361 | 1.0998 | 1.0753 | 1.1250 | Maternal Vital: Wt-postPregnancy | 0.0620 | Number of Visits | -0.0258 | Census:Percent; Estimate; Population 25 years ... | 0.0119 | MatDeliveryAge | -0.0053 | Census:Unemployment rate; Estimate; Population... | -0.0044 | 0 | 0 | 0 | 0 | 0 | |||||
4 | Vital: BMI-latest | True | 1621 | 0.7952 | 0.0843 | 0.0646 | 0.1041 | 4.7657 | 3.5275 | 6.4384 | 1.0880 | 1.0667 | 1.1097 | Maternal Vital: Wt-postPregnancy | 0.0982 | Census:Percent; Estimate; Population 25 years ... | 0.0465 | Number of Visits | 0.0356 | Census:Unemployment rate; Estimate; Population... | 0.0102 | MatDeliveryAge | 0.0006 | 0 | 0 | 0 | 0 | 0 | |||||
5 | Vital: Wt for Length ZScore-latest | True | 1612 | 0.7832 | 0.0823 | 0.0637 | 0.1009 | 4.3672 | 3.2337 | 5.8979 | 1.0858 | 1.0657 | 1.1062 | Maternal Vital: Wt-postPregnancy | 0.1057 | Number of Visits | 0.0698 | Census:Percent; Estimate; Population 25 years ... | 0.0526 | Census:Unemployment rate; Estimate; Population... | 0.0143 | MatDeliveryAge | -0.0042 | 0 | 0 | 0 | 0 | 0 | |||||
6 | Vital: BMI-gain0to24 | True | 1338 | 0.7783 | 0.0597 | 0.0345 | 0.0849 | 3.9232 | 2.9729 | 5.1774 | 1.0615 | 1.0351 | 1.0886 | Maternal Vital: Wt-postPregnancy | 0.1033 | Census:Percent; Estimate; Population 25 years ... | 0.0385 | Census:Unemployment rate; Estimate; Population... | 0.0338 | Number of Visits | -0.0309 | MatDeliveryAge | -0.0103 | 0 | 0 | 0 | 0 | 0 | |||||
7 | Vital: Wt for Length ZScore-avg3to5 | True | 1299 | 0.6044 | 0.0535 | 0.0419 | 0.0651 | 1.9020 | 1.4550 | 2.4863 | 1.0550 | 1.0428 | 1.0673 | Maternal Vital: Wt-postPregnancy | 0.0514 | Census:Unemployment rate; Estimate; Population... | -0.0462 | Census:Percent; Estimate; Population 25 years ... | 0.0234 | Number of Visits | -0.0134 | MatDeliveryAge | -0.0025 | 0 | 0 | 0 | 0 | 0 | |||||
8 | Vital: Wt-avg16to19 | True | 1298 | 0.7356 | 0.0499 | 0.0288 | 0.0709 | 3.0603 | 2.3314 | 4.0170 | 1.0511 | 1.0293 | 1.0735 | Maternal Vital: Wt-postPregnancy | 0.0925 | Census:Unemployment rate; Estimate; Population... | 0.0446 | MatDeliveryAge | -0.0399 | Census:Percent; Estimate; Population 25 years ... | 0.0142 | Number of Visits | -0.0139 | 0 | 0 | 0 | 0 | 0 | |||||
9 | Vital: Wt-latest | True | 1626 | 0.7611 | 0.0486 | 0.0382 | 0.0591 | 3.5002 | 2.5707 | 4.7660 | 1.0498 | 1.0389 | 1.0608 | Number of Visits | 0.3771 | Maternal Vital: Wt-postPregnancy | 0.1392 | Census:Percent; Estimate; Population 25 years ... | 0.0570 | MatDeliveryAge | 0.0481 | Census:Unemployment rate; Estimate; Population... | 0.0055 | 0 | 0 | 0 | 0 | 0 | |||||
10 | Vital: Wt for Len Percentile-avg13to16 | True | 1286 | 0.7177 | 0.0451 | 0.0284 | 0.0619 | 3.4264 | 2.5972 | 4.5203 | 1.0462 | 1.0288 | 1.0638 | Maternal Vital: Wt-postPregnancy | 0.0552 | MatDeliveryAge | -0.0208 | Number of Visits | -0.0187 | Census:Percent; Estimate; Population 25 years ... | 0.0053 | Census:Unemployment rate; Estimate; Population... | -0.0001 | 0 | 0 | 0 | 0 | 0 | |||||
11 | Number of Visits | True | 1645 | 0.4779 | -0.0361 | -0.0479 | -0.0243 | 0.7079 | 0.5352 | 0.9364 | 0.9646 | 0.9532 | 0.9760 | Number of Visits | 1.0000 | MatDeliveryAge | 0.0879 | Census:Unemployment rate; Estimate; Population... | -0.0346 | Census:Percent; Estimate; Population 25 years ... | -0.0266 | Maternal Vital: Wt-postPregnancy | -0.0036 | 0 | 0 | 0 | 0 | 0 | |||||
12 | Vital: Wt-avg19to24 | True | 1372 | 0.7703 | 0.0358 | 0.0133 | 0.0582 | 3.8238 | 2.8971 | 5.0469 | 1.0364 | 1.0134 | 1.0600 | Maternal Vital: Wt-postPregnancy | 0.1232 | Census:Unemployment rate; Estimate; Population... | 0.0541 | Census:Percent; Estimate; Population 25 years ... | 0.0114 | MatDeliveryAge | -0.0045 | Number of Visits | 0.0024 | 0 | 0 | 0 | 0 | 0 | |||||
13 | Vital: Wt for Len Percentile-avg16to19 | True | 1269 | 0.7721 | -0.0340 | -0.0531 | -0.0148 | 2.9374 | 2.2330 | 3.8639 | 0.9666 | 0.9483 | 0.9853 | MatDeliveryAge | -0.0558 | Census:Percent; Estimate; Population 25 years ... | 0.0333 | Census:Unemployment rate; Estimate; Population... | 0.0289 | Maternal Vital: Wt-postPregnancy | 0.0267 | Number of Visits | 0.0013 | 0 | 0 | 0 | 0 | 0 | |||||
14 | Vital: Wt Change-latest | True | 979 | 0.6079 | 0.0339 | 0.0205 | 0.0474 | 1.6599 | 1.2195 | 2.2594 | 1.0345 | 1.0207 | 1.0485 | Number of Visits | -0.1814 | Maternal Vital: Wt-postPregnancy | 0.0598 | MatDeliveryAge | -0.0229 | Census:Percent; Estimate; Population 25 years ... | 0.0115 | Census:Unemployment rate; Estimate; Population... | 0.0109 | 0 | 0 | 0 | 0 | 0 | |||||
15 | Vital: Wt-gain0to24 | True | 1357 | 0.7751 | -0.0339 | -0.0563 | -0.0115 | 3.7239 | 2.8231 | 4.9121 | 0.9667 | 0.9453 | 0.9886 | Maternal Vital: Wt-postPregnancy | 0.1239 | Census:Unemployment rate; Estimate; Population... | 0.0398 | Number of Visits | 0.0044 | MatDeliveryAge | -0.0032 | Census:Percent; Estimate; Population 25 years ... | 0.0017 | 0 | 0 | 0 | 0 | 0 | |||||
16 | Census:Percent; Estimate; Population 25 years ... | True | 1057 | 0.5684 | 0.0307 | 0.0205 | 0.0409 | 1.4376 | 1.0840 | 1.9064 | 1.0312 | 1.0207 | 1.0418 | Census:Percent; Estimate; Population 25 years ... | 1.0000 | Census:Unemployment rate; Estimate; Population... | 0.0297 | Number of Visits | -0.0266 | MatDeliveryAge | 0.0109 | Maternal Vital: Wt-postPregnancy | 0.0012 | 0 | 0 | 0 | 0 | 0 | |||||
17 | Vital: Temp-latest | False | 1624 | 0.4648 | 0.0281 | 0.0199 | 0.0364 | 0.9823 | 0.7502 | 1.2860 | 1.0285 | 1.0201 | 1.0370 | Census:Unemployment rate; Estimate; Population... | -0.0165 | Number of Visits | 0.0146 | Maternal Vital: Wt-postPregnancy | -0.0130 | MatDeliveryAge | -0.0108 | Census:Percent; Estimate; Population 25 years ... | 0.0107 | 0 | 0 | 0 | 0 | 0 | |||||
18 | Vital: Wt for Length ZScore-avg1to3 | True | 1348 | 0.5892 | 0.0264 | 0.0148 | 0.0380 | 1.4709 | 1.1263 | 1.9211 | 1.0267 | 1.0149 | 1.0387 | Census:Percent; Estimate; Population 25 years ... | 0.0376 | Maternal Vital: Wt-postPregnancy | 0.0327 | MatDeliveryAge | 0.0215 | Number of Visits | -0.0193 | Census:Unemployment rate; Estimate; Population... | -0.0073 | 0 | 0 | 0 | 0 | 0 | |||||
19 | Vital: Ht Percentile-gain16to24 | False | 963 | 0.5540 | 0.0256 | 0.0136 | 0.0375 | 0.9934 | 0.7284 | 1.3547 | 1.0259 | 1.0137 | 1.0382 | Census:Percent; Estimate; Population 25 years ... | -0.0511 | MatDeliveryAge | -0.0393 | Maternal Vital: Wt-postPregnancy | -0.0168 | Number of Visits | 0.0061 | Census:Unemployment rate; Estimate; Population... | -0.0017 | 0 | 0 | 0 | 0 | 0 |
print(title_list[boys_ix], 'AUC:', auc_list[boys_ix][2], '(', auc_list[boys_ix][2] - auc_list[boys_ix][3], auc_list[boys_ix][2] + auc_list[boys_ix][3], ')')
print(title_list[boys_ix], 'Explained Variance', metric3_list[boys_ix][2], '(', metric3_list[boys_ix][2] - metric3_list[boys_ix][3], metric3_list[boys_ix][2] + metric3_list[boys_ix][3], ')')
Boys - Lasso Regression no_min no_census @24 obese AUC: 0.761345607148 ( 0.759622935794 0.763068278501 ) Boys - Lasso Regression no_min no_census @24 obese Explained Variance 0.281326712502 ( 0.277485936557 0.285167488446 )
print(title_list[girls_ix], 'AUC:', auc_list[girls_ix][2], '(', auc_list[girls_ix][2] - auc_list[girls_ix][3], auc_list[girls_ix][2] + auc_list[girls_ix][3], ')')
print(title_list[girls_ix], 'Explained Variance', metric3_list[girls_ix][2], '(', metric3_list[girls_ix][2] - metric3_list[girls_ix][3], metric3_list[girls_ix][2] + metric3_list[girls_ix][3], ')')
Girls - Lasso Regression lasso_fts full @24 obese AUC: 0.816852112676 ( 0.814430497946 0.819273727406 ) Girls - Lasso Regression lasso_fts full @24 obese Explained Variance 0.342658179985 ( 0.336404404967 0.348911955003 )
boys_results = pd.DataFrame(results_list[boys_ix], columns=results_cols)
boys_results[(boys_results.sensitivity > 0.75) & (boys_results.sensitivity < 0.85)]
threshold | tp | tn | fn | fp | ppv | sensitivity | specificity | accuracy | f1 | mcc | pos | neg | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
84 | -0.0516 | 63.0000 | 158.0000 | 20.0000 | 109.0000 | 0.3663 | 0.7590 | 0.5918 | 0.6314 | 0.4941 | 0.0038 | 172.0000 | 178.0000 |
85 | -0.0552 | 63.0000 | 157.0000 | 20.0000 | 110.0000 | 0.3642 | 0.7590 | 0.5880 | 0.6286 | 0.4922 | 0.0037 | 173.0000 | 177.0000 |
86 | -0.0664 | 65.0000 | 143.0000 | 18.0000 | 124.0000 | 0.3439 | 0.7831 | 0.5356 | 0.5943 | 0.4779 | 0.0032 | 189.0000 | 161.0000 |
87 | -0.0695 | 66.0000 | 142.0000 | 17.0000 | 125.0000 | 0.3455 | 0.7952 | 0.5318 | 0.5943 | 0.4818 | 0.0032 | 191.0000 | 159.0000 |
88 | -0.0860 | 67.0000 | 137.0000 | 16.0000 | 130.0000 | 0.3401 | 0.8072 | 0.5131 | 0.5829 | 0.4786 | 0.0031 | 197.0000 | 153.0000 |
89 | -0.0892 | 68.0000 | 136.0000 | 15.0000 | 131.0000 | 0.3417 | 0.8193 | 0.5094 | 0.5829 | 0.4823 | 0.0032 | 199.0000 | 151.0000 |
90 | -0.1041 | 69.0000 | 131.0000 | 14.0000 | 136.0000 | 0.3366 | 0.8313 | 0.4906 | 0.5714 | 0.4792 | 0.0031 | 205.0000 | 145.0000 |
91 | -0.1048 | 69.0000 | 130.0000 | 14.0000 | 137.0000 | 0.3350 | 0.8313 | 0.4869 | 0.5686 | 0.4775 | 0.0030 | 206.0000 | 144.0000 |
92 | -0.1102 | 70.0000 | 126.0000 | 13.0000 | 141.0000 | 0.3318 | 0.8434 | 0.4719 | 0.5600 | 0.4762 | 0.0030 | 211.0000 | 139.0000 |
93 | -0.1133 | 70.0000 | 125.0000 | 13.0000 | 142.0000 | 0.3302 | 0.8434 | 0.4682 | 0.5571 | 0.4746 | 0.0029 | 212.0000 | 138.0000 |
boys_results[(boys_results.sensitivity > 0.55) & (boys_results.sensitivity < 0.65)]
threshold | tp | tn | fn | fp | ppv | sensitivity | specificity | accuracy | f1 | mcc | pos | neg | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
52 | 0.1934 | 46.0000 | 211.0000 | 37.0000 | 56.0000 | 0.4510 | 0.5542 | 0.7903 | 0.7343 | 0.4973 | 0.0070 | 102.0000 | 248.0000 |
53 | 0.1914 | 46.0000 | 210.0000 | 37.0000 | 57.0000 | 0.4466 | 0.5542 | 0.7865 | 0.7314 | 0.4946 | 0.0068 | 103.0000 | 247.0000 |
54 | 0.1913 | 47.0000 | 210.0000 | 36.0000 | 57.0000 | 0.4519 | 0.5663 | 0.7865 | 0.7343 | 0.5027 | 0.0070 | 104.0000 | 246.0000 |
55 | 0.1889 | 47.0000 | 209.0000 | 36.0000 | 58.0000 | 0.4476 | 0.5663 | 0.7828 | 0.7314 | 0.5000 | 0.0068 | 105.0000 | 245.0000 |
56 | 0.1763 | 48.0000 | 206.0000 | 35.0000 | 61.0000 | 0.4404 | 0.5783 | 0.7715 | 0.7257 | 0.5000 | 0.0065 | 109.0000 | 241.0000 |
57 | 0.1712 | 48.0000 | 205.0000 | 35.0000 | 62.0000 | 0.4364 | 0.5783 | 0.7678 | 0.7229 | 0.4974 | 0.0063 | 110.0000 | 240.0000 |
58 | 0.1647 | 49.0000 | 205.0000 | 34.0000 | 62.0000 | 0.4414 | 0.5904 | 0.7678 | 0.7257 | 0.5052 | 0.0065 | 111.0000 | 239.0000 |
59 | 0.1619 | 49.0000 | 204.0000 | 34.0000 | 63.0000 | 0.4375 | 0.5904 | 0.7640 | 0.7229 | 0.5026 | 0.0063 | 112.0000 | 238.0000 |
60 | 0.1588 | 50.0000 | 203.0000 | 33.0000 | 64.0000 | 0.4386 | 0.6024 | 0.7603 | 0.7229 | 0.5076 | 0.0064 | 114.0000 | 236.0000 |
61 | 0.1491 | 50.0000 | 202.0000 | 33.0000 | 65.0000 | 0.4348 | 0.6024 | 0.7566 | 0.7200 | 0.5051 | 0.0062 | 115.0000 | 235.0000 |
62 | 0.1346 | 51.0000 | 199.0000 | 32.0000 | 68.0000 | 0.4286 | 0.6145 | 0.7453 | 0.7143 | 0.5050 | 0.0059 | 119.0000 | 231.0000 |
63 | 0.1283 | 51.0000 | 198.0000 | 32.0000 | 69.0000 | 0.4250 | 0.6145 | 0.7416 | 0.7114 | 0.5025 | 0.0058 | 120.0000 | 230.0000 |
64 | 0.1217 | 52.0000 | 193.0000 | 31.0000 | 74.0000 | 0.4127 | 0.6265 | 0.7228 | 0.7000 | 0.4976 | 0.0053 | 126.0000 | 224.0000 |
65 | 0.1214 | 52.0000 | 192.0000 | 31.0000 | 75.0000 | 0.4094 | 0.6265 | 0.7191 | 0.6971 | 0.4952 | 0.0052 | 127.0000 | 223.0000 |
66 | 0.1131 | 53.0000 | 191.0000 | 30.0000 | 76.0000 | 0.4109 | 0.6386 | 0.7154 | 0.6971 | 0.5000 | 0.0052 | 129.0000 | 221.0000 |
67 | 0.1104 | 53.0000 | 190.0000 | 30.0000 | 77.0000 | 0.4077 | 0.6386 | 0.7116 | 0.6943 | 0.4977 | 0.0051 | 130.0000 | 220.0000 |
boys_results[(boys_results.sensitivity > 0.1) & (boys_results.sensitivity < 0.3)]
threshold | tp | tn | fn | fp | ppv | sensitivity | specificity | accuracy | f1 | mcc | pos | neg | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
7 | 0.4884 | 13.0000 | 263.0000 | 70.0000 | 4.0000 | 0.7647 | 0.1566 | 0.9850 | 0.7886 | 0.2600 | 0.0794 | 17.0000 | 333.0000 |
8 | 0.4610 | 14.0000 | 261.0000 | 69.0000 | 6.0000 | 0.7000 | 0.1687 | 0.9775 | 0.7857 | 0.2718 | 0.0508 | 20.0000 | 330.0000 |
9 | 0.4570 | 14.0000 | 260.0000 | 69.0000 | 7.0000 | 0.6667 | 0.1687 | 0.9738 | 0.7829 | 0.2692 | 0.0415 | 21.0000 | 329.0000 |
10 | 0.4508 | 15.0000 | 258.0000 | 68.0000 | 9.0000 | 0.6250 | 0.1807 | 0.9663 | 0.7800 | 0.2804 | 0.0314 | 24.0000 | 326.0000 |
11 | 0.4428 | 16.0000 | 257.0000 | 67.0000 | 10.0000 | 0.6154 | 0.1928 | 0.9625 | 0.7800 | 0.2936 | 0.0288 | 26.0000 | 324.0000 |
12 | 0.4258 | 17.0000 | 255.0000 | 66.0000 | 12.0000 | 0.5862 | 0.2048 | 0.9551 | 0.7771 | 0.3036 | 0.0236 | 29.0000 | 321.0000 |
13 | 0.4253 | 17.0000 | 254.0000 | 66.0000 | 13.0000 | 0.5667 | 0.2048 | 0.9513 | 0.7743 | 0.3009 | 0.0210 | 30.0000 | 320.0000 |
14 | 0.4240 | 18.0000 | 254.0000 | 65.0000 | 13.0000 | 0.5806 | 0.2169 | 0.9513 | 0.7771 | 0.3158 | 0.0223 | 31.0000 | 319.0000 |
15 | 0.4163 | 19.0000 | 253.0000 | 64.0000 | 14.0000 | 0.5758 | 0.2289 | 0.9476 | 0.7771 | 0.3276 | 0.0211 | 33.0000 | 317.0000 |
16 | 0.4148 | 20.0000 | 253.0000 | 63.0000 | 14.0000 | 0.5882 | 0.2410 | 0.9476 | 0.7800 | 0.3419 | 0.0222 | 34.0000 | 316.0000 |
17 | 0.4147 | 20.0000 | 252.0000 | 63.0000 | 15.0000 | 0.5714 | 0.2410 | 0.9438 | 0.7771 | 0.3390 | 0.0201 | 35.0000 | 315.0000 |
18 | 0.4096 | 21.0000 | 252.0000 | 62.0000 | 15.0000 | 0.5833 | 0.2530 | 0.9438 | 0.7800 | 0.3529 | 0.0211 | 36.0000 | 314.0000 |
19 | 0.4006 | 21.0000 | 251.0000 | 62.0000 | 16.0000 | 0.5676 | 0.2530 | 0.9401 | 0.7771 | 0.3500 | 0.0192 | 37.0000 | 313.0000 |
20 | 0.3918 | 22.0000 | 249.0000 | 61.0000 | 18.0000 | 0.5500 | 0.2651 | 0.9326 | 0.7743 | 0.3577 | 0.0170 | 40.0000 | 310.0000 |
21 | 0.3846 | 23.0000 | 248.0000 | 60.0000 | 19.0000 | 0.5476 | 0.2771 | 0.9288 | 0.7743 | 0.3680 | 0.0164 | 42.0000 | 308.0000 |
22 | 0.3835 | 24.0000 | 248.0000 | 59.0000 | 19.0000 | 0.5581 | 0.2892 | 0.9288 | 0.7771 | 0.3810 | 0.0172 | 43.0000 | 307.0000 |
23 | 0.3816 | 24.0000 | 247.0000 | 59.0000 | 20.0000 | 0.5455 | 0.2892 | 0.9251 | 0.7743 | 0.3780 | 0.0159 | 44.0000 | 306.0000 |
girls_results = pd.DataFrame(results_list[girls_ix], columns=results_cols)
girls_results[(girls_results.sensitivity > 0.75) & (girls_results.sensitivity < 0.85)]
threshold | tp | tn | fn | fp | ppv | sensitivity | specificity | accuracy | f1 | mcc | pos | neg | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
58 | 0.1352 | 42.0000 | 194.0000 | 13.0000 | 90.0000 | 0.3182 | 0.7636 | 0.6831 | 0.6962 | 0.4492 | 0.0047 | 132.0000 | 207.0000 |
59 | 0.1281 | 42.0000 | 193.0000 | 13.0000 | 91.0000 | 0.3158 | 0.7636 | 0.6796 | 0.6932 | 0.4468 | 0.0046 | 133.0000 | 206.0000 |
60 | 0.0774 | 43.0000 | 183.0000 | 12.0000 | 101.0000 | 0.2986 | 0.7818 | 0.6444 | 0.6667 | 0.4322 | 0.0040 | 144.0000 | 195.0000 |
61 | 0.0756 | 43.0000 | 182.0000 | 12.0000 | 102.0000 | 0.2966 | 0.7818 | 0.6408 | 0.6637 | 0.4300 | 0.0040 | 145.0000 | 194.0000 |
62 | 0.0664 | 44.0000 | 179.0000 | 11.0000 | 105.0000 | 0.2953 | 0.8000 | 0.6303 | 0.6578 | 0.4314 | 0.0040 | 149.0000 | 190.0000 |
63 | 0.0649 | 44.0000 | 178.0000 | 11.0000 | 106.0000 | 0.2933 | 0.8000 | 0.6268 | 0.6549 | 0.4293 | 0.0039 | 150.0000 | 189.0000 |
64 | 0.0448 | 45.0000 | 171.0000 | 10.0000 | 113.0000 | 0.2848 | 0.8182 | 0.6021 | 0.6372 | 0.4225 | 0.0036 | 158.0000 | 181.0000 |
65 | 0.0428 | 45.0000 | 170.0000 | 10.0000 | 114.0000 | 0.2830 | 0.8182 | 0.5986 | 0.6342 | 0.4206 | 0.0036 | 159.0000 | 180.0000 |
66 | 0.0409 | 46.0000 | 170.0000 | 9.0000 | 114.0000 | 0.2875 | 0.8364 | 0.5986 | 0.6372 | 0.4279 | 0.0037 | 160.0000 | 179.0000 |
67 | 0.0407 | 46.0000 | 169.0000 | 9.0000 | 115.0000 | 0.2857 | 0.8364 | 0.5951 | 0.6342 | 0.4259 | 0.0037 | 161.0000 | 178.0000 |
68 | 0.0354 | 46.0000 | 164.0000 | 9.0000 | 120.0000 | 0.2771 | 0.8364 | 0.5775 | 0.6195 | 0.4163 | 0.0034 | 166.0000 | 173.0000 |
girls_results[(girls_results.sensitivity > 0.55) & (girls_results.sensitivity < 0.65)]
threshold | tp | tn | fn | fp | ppv | sensitivity | specificity | accuracy | f1 | mcc | pos | neg | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
38 | 0.4820 | 31.0000 | 242.0000 | 24.0000 | 42.0000 | 0.4247 | 0.5636 | 0.8521 | 0.8053 | 0.4844 | 0.0101 | 73.0000 | 266.0000 |
39 | 0.4790 | 31.0000 | 241.0000 | 24.0000 | 43.0000 | 0.4189 | 0.5636 | 0.8486 | 0.8024 | 0.4806 | 0.0097 | 74.0000 | 265.0000 |
40 | 0.4686 | 32.0000 | 239.0000 | 23.0000 | 45.0000 | 0.4156 | 0.5818 | 0.8415 | 0.7994 | 0.4848 | 0.0094 | 77.0000 | 262.0000 |
41 | 0.4588 | 32.0000 | 238.0000 | 23.0000 | 46.0000 | 0.4103 | 0.5818 | 0.8380 | 0.7965 | 0.4812 | 0.0091 | 78.0000 | 261.0000 |
42 | 0.3724 | 33.0000 | 229.0000 | 22.0000 | 55.0000 | 0.3750 | 0.6000 | 0.8063 | 0.7729 | 0.4615 | 0.0072 | 88.0000 | 251.0000 |
43 | 0.3700 | 33.0000 | 228.0000 | 22.0000 | 56.0000 | 0.3708 | 0.6000 | 0.8028 | 0.7699 | 0.4583 | 0.0070 | 89.0000 | 250.0000 |
44 | 0.3661 | 34.0000 | 228.0000 | 21.0000 | 56.0000 | 0.3778 | 0.6182 | 0.8028 | 0.7729 | 0.4690 | 0.0073 | 90.0000 | 249.0000 |
45 | 0.3658 | 34.0000 | 227.0000 | 21.0000 | 57.0000 | 0.3736 | 0.6182 | 0.7993 | 0.7699 | 0.4658 | 0.0071 | 91.0000 | 248.0000 |
46 | 0.3588 | 35.0000 | 227.0000 | 20.0000 | 57.0000 | 0.3804 | 0.6364 | 0.7993 | 0.7729 | 0.4762 | 0.0074 | 92.0000 | 247.0000 |
47 | 0.3568 | 35.0000 | 226.0000 | 20.0000 | 58.0000 | 0.3763 | 0.6364 | 0.7958 | 0.7699 | 0.4730 | 0.0072 | 93.0000 | 246.0000 |
girls_results[(girls_results.sensitivity > 0.15) & (girls_results.sensitivity < 0.3)]
threshold | tp | tn | fn | fp | ppv | sensitivity | specificity | accuracy | f1 | mcc | pos | neg | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
4 | 1.4425 | 9.0000 | 283.0000 | 46.0000 | 1.0000 | 0.9000 | 0.1636 | 0.9965 | 0.8614 | 0.2769 | 0.3768 | 10.0000 | 329.0000 |
5 | 1.4385 | 9.0000 | 282.0000 | 46.0000 | 2.0000 | 0.8182 | 0.1636 | 0.9930 | 0.8584 | 0.2727 | 0.1763 | 11.0000 | 328.0000 |
6 | 1.4096 | 10.0000 | 282.0000 | 45.0000 | 2.0000 | 0.8333 | 0.1818 | 0.9930 | 0.8614 | 0.2985 | 0.1884 | 12.0000 | 327.0000 |
7 | 1.4058 | 11.0000 | 281.0000 | 44.0000 | 3.0000 | 0.7857 | 0.2000 | 0.9894 | 0.8614 | 0.3188 | 0.1265 | 14.0000 | 325.0000 |
8 | 1.3093 | 12.0000 | 279.0000 | 43.0000 | 5.0000 | 0.7059 | 0.2182 | 0.9824 | 0.8584 | 0.3333 | 0.0734 | 17.0000 | 322.0000 |
9 | 1.2740 | 13.0000 | 278.0000 | 42.0000 | 6.0000 | 0.6842 | 0.2364 | 0.9789 | 0.8584 | 0.3514 | 0.0624 | 19.0000 | 320.0000 |
10 | 1.2204 | 14.0000 | 278.0000 | 41.0000 | 6.0000 | 0.7000 | 0.2545 | 0.9789 | 0.8614 | 0.3733 | 0.0659 | 20.0000 | 319.0000 |
11 | 1.2031 | 14.0000 | 277.0000 | 41.0000 | 7.0000 | 0.6667 | 0.2545 | 0.9754 | 0.8584 | 0.3684 | 0.0545 | 21.0000 | 318.0000 |
12 | 1.1287 | 15.0000 | 274.0000 | 40.0000 | 10.0000 | 0.6000 | 0.2727 | 0.9648 | 0.8525 | 0.3750 | 0.0365 | 25.0000 | 314.0000 |
13 | 1.0402 | 15.0000 | 273.0000 | 40.0000 | 11.0000 | 0.5769 | 0.2727 | 0.9613 | 0.8496 | 0.3704 | 0.0322 | 26.0000 | 313.0000 |
14 | 1.0368 | 16.0000 | 273.0000 | 39.0000 | 11.0000 | 0.5926 | 0.2909 | 0.9613 | 0.8525 | 0.3902 | 0.0340 | 27.0000 | 312.0000 |
15 | 1.0124 | 16.0000 | 272.0000 | 39.0000 | 12.0000 | 0.5714 | 0.2909 | 0.9577 | 0.8496 | 0.3855 | 0.0303 | 28.0000 | 311.0000 |
# list items: [x2, y2, y2label, mrns2, ix_filter, feature_headers2, corr_headers_filtered, corr_matrix_filtered, ix_corr_headers]
boys_data_comp = data['boys']['no_min']['full']['data']
girls_data_comp = data['girls']['lasso_fts']['full']['data']
# We are starting with the unnormalized data and filtering that to include the test set for both boys and girls
xtest_boys = x1[boys_data_comp[4],:][test_ix_boys,:]
incl_ix_boys = (xtest_boys[:,feature_headers.index('MatDeliveryAge')] >= 18) & \
(xtest_boys[:,feature_headers.index('Maternal-ethnicity:HISPANIC/LATINO')] > 0) & \
(xtest_boys[:,feature_headers.index('Maternal Diagnosis:9ccs195:Ot compl bir')] == 0)
xtest_boys = xtest_boys[incl_ix_boys,:]
ytest_boys = y1[boys_data_comp[4]][test_ix_boys][incl_ix_boys]
ytestlabel_boys = y1label[boys_data_comp[4],label_ix['obese']][test_ix_boys][incl_ix_boys]
xtest_girls = x1[girls_data_comp[4],:][test_ix_girls,:]
incl_ix_girls = (xtest_girls[:,feature_headers.index('MatDeliveryAge')] >= 18) & \
(xtest_girls[:,feature_headers.index('Maternal-ethnicity:HISPANIC/LATINO')] > 0) & \
(xtest_girls[:,feature_headers.index('Maternal Diagnosis:9ccs195:Ot compl bir')] == 0)
xtest_girls = xtest_girls[incl_ix_girls,:]
ytest_girls = y1[girls_data_comp[4]][test_ix_girls][incl_ix_girls]
ytestlabel_girls = y1label[girls_data_comp[4],label_ix['obese']][test_ix_girls][incl_ix_girls]
boys_ppv = ytestlabel_boys.sum() / incl_ix_boys.sum()
girls_ppv = ytestlabel_girls.sum() / incl_ix_girls.sum()
print('Boys PPV w/inclusion criteria: {0:4.3f}'.format(boys_ppv))
print('Girls PPV w/inclusion criteria: {0:4.3f}'.format(girls_ppv))
Boys PPV w/inclusion criteria: 0.257 Girls PPV w/inclusion criteria: 0.183
boys_fts.to_csv(temp_dir+'/top_boys_features.csv', index=False)
girls_fts.to_csv(temp_dir+'/top_girls_features.csv', index=False)
boys_results.to_csv(temp_dir+'/top_boys_results.csv', index=False)
girls_results.to_csv(temp_dir+'/top_girls_results.csv', index=False)